warning: commands will be executed using /bin/sh
job 1541 at Tue Jun 18 11:22:00 2013
FileBase	/isis4/andresg/Bud/buddy140_061413_reo/buddy140_061413_reo
ElecNo	7
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 2874988 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 958329 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50832 members 
Mstep: Class 2 contains 50322 members 
Mstep: Class 3 contains 50563 members 
Mstep: Class 4 contains 50015 members 
Mstep: Class 5 contains 50400 members 
Mstep: Class 6 contains 50437 members 
Mstep: Class 7 contains 50371 members 
Mstep: Class 8 contains 50478 members 
Mstep: Class 9 contains 50121 members 
Mstep: Class 10 contains 50496 members 
Mstep: Class 11 contains 50914 members 
Mstep: Class 12 contains 50178 members 
Mstep: Class 13 contains 50658 members 
Mstep: Class 14 contains 50607 members 
Mstep: Class 15 contains 50378 members 
Mstep: Class 16 contains 50803 members 
Mstep: Class 17 contains 50209 members 
Mstep: Class 18 contains 50095 members 
Mstep: Class 19 contains 50452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 816.486572 but Gain 2238.105469
Score: -78795360.000000 Penalty: 40285.867188
Iteration 0F: 19 clusters Score -7.879536e+07 nChanged 902588
Entering Unmasked Mstep 
Mstep: Class 0 contains 661 members 
Mstep: Class 1 contains 75266 members 
Mstep: Class 2 contains 32445 members 
Mstep: Class 3 contains 74246 members 
Mstep: Class 4 contains 29994 members 
Mstep: Class 5 contains 29432 members 
Mstep: Class 6 contains 41281 members 
Mstep: Class 7 contains 63535 members 
Mstep: Class 8 contains 29239 members 
Mstep: Class 10 contains 49014 members 
Mstep: Class 11 contains 125782 members 
Mstep: Class 12 contains 47001 members 
Mstep: Class 13 contains 93555 members 
Mstep: Class 14 contains 43758 members 
Mstep: Class 15 contains 48816 members 
Mstep: Class 16 contains 46221 members 
Mstep: Class 17 contains 36441 members 
Mstep: Class 18 contains 46626 members 
Mstep: Class 19 contains 45016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81784880.000000 Penalty: 40285.867188
Iteration 1F: 19 clusters Score -8.178488e+07 nChanged 389184
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 91056 members 
Mstep: Class 2 contains 21241 members 
Mstep: Class 3 contains 77858 members 
Mstep: Class 4 contains 24393 members 
Mstep: Class 5 contains 16679 members 
Mstep: Class 6 contains 28628 members 
Mstep: Class 7 contains 57954 members 
Mstep: Class 8 contains 24673 members 
Mstep: Class 10 contains 41338 members 
Mstep: Class 11 contains 103264 members 
Mstep: Class 12 contains 48969 members 
Mstep: Class 13 contains 180375 members 
Mstep: Class 14 contains 39974 members 
Mstep: Class 15 contains 52600 members 
Mstep: Class 16 contains 30748 members 
Mstep: Class 17 contains 22118 members 
Mstep: Class 18 contains 56585 members 
Mstep: Class 19 contains 39717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -82808784.000000 Penalty: 40285.867188
Iteration 2F: 19 clusters Score -8.280878e+07 nChanged 280112
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 105141 members 
Mstep: Class 2 contains 13463 members 
Mstep: Class 3 contains 71415 members 
Mstep: Class 4 contains 22381 members 
Mstep: Class 5 contains 10309 members 
Mstep: Class 6 contains 24407 members 
Mstep: Class 7 contains 57494 members 
Mstep: Class 8 contains 21340 members 
Mstep: Class 10 contains 39773 members 
Mstep: Class 11 contains 73747 members 
Mstep: Class 12 contains 44157 members 
Mstep: Class 13 contains 219775 members 
Mstep: Class 14 contains 51886 members 
Mstep: Class 15 contains 60037 members 
Mstep: Class 16 contains 25376 members 
Mstep: Class 17 contains 10649 members 
Mstep: Class 18 contains 66092 members 
Mstep: Class 19 contains 40821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83337800.000000 Penalty: 40285.867188
Iteration 3F: 19 clusters Score -8.33378e+07 nChanged 202716
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 114831 members 
Mstep: Class 2 contains 9815 members 
Mstep: Class 3 contains 67698 members 
Mstep: Class 4 contains 21105 members 
Mstep: Class 5 contains 8228 members 
Mstep: Class 6 contains 22691 members 
Mstep: Class 7 contains 69750 members 
Mstep: Class 8 contains 17836 members 
Mstep: Class 10 contains 36653 members 
Mstep: Class 11 contains 54612 members 
Mstep: Class 12 contains 31052 members 
Mstep: Class 13 contains 232813 members 
Mstep: Class 14 contains 61364 members 
Mstep: Class 15 contains 64320 members 
Mstep: Class 16 contains 23738 members 
Mstep: Class 17 contains 4863 members 
Mstep: Class 18 contains 73046 members 
Mstep: Class 19 contains 43886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83608976.000000 Penalty: 40285.867188
Iteration 4F: 19 clusters Score -8.360898e+07 nChanged 141471
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 122459 members 
Mstep: Class 2 contains 8099 members 
Mstep: Class 3 contains 62609 members 
Mstep: Class 4 contains 19465 members 
Mstep: Class 5 contains 8043 members 
Mstep: Class 6 contains 21670 members 
Mstep: Class 7 contains 84854 members 
Mstep: Class 8 contains 16397 members 
Mstep: Class 10 contains 34930 members 
Mstep: Class 11 contains 48499 members 
Mstep: Class 12 contains 22034 members 
Mstep: Class 13 contains 231293 members 
Mstep: Class 14 contains 67099 members 
Mstep: Class 15 contains 67286 members 
Mstep: Class 16 contains 21838 members 
Mstep: Class 17 contains 2666 members 
Mstep: Class 18 contains 74351 members 
Mstep: Class 19 contains 44713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83769440.000000 Penalty: 40285.867188
Iteration 5F: 19 clusters Score -8.376944e+07 nChanged 105386
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 127625 members 
Mstep: Class 2 contains 7077 members 
Mstep: Class 3 contains 57525 members 
Mstep: Class 4 contains 17851 members 
Mstep: Class 5 contains 8703 members 
Mstep: Class 6 contains 20933 members 
Mstep: Class 7 contains 98551 members 
Mstep: Class 8 contains 15687 members 
Mstep: Class 10 contains 33682 members 
Mstep: Class 11 contains 49838 members 
Mstep: Class 12 contains 18638 members 
Mstep: Class 13 contains 221964 members 
Mstep: Class 14 contains 71575 members 
Mstep: Class 15 contains 70798 members 
Mstep: Class 16 contains 19395 members 
Mstep: Class 17 contains 1981 members 
Mstep: Class 18 contains 71721 members 
Mstep: Class 19 contains 44760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83890504.000000 Penalty: 40285.867188
Iteration 6F: 19 clusters Score -8.38905e+07 nChanged 83244
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 129930 members 
Mstep: Class 2 contains 6619 members 
Mstep: Class 3 contains 56102 members 
Mstep: Class 4 contains 16623 members 
Mstep: Class 5 contains 9374 members 
Mstep: Class 6 contains 20391 members 
Mstep: Class 7 contains 107040 members 
Mstep: Class 8 contains 15098 members 
Mstep: Class 10 contains 32240 members 
Mstep: Class 11 contains 51641 members 
Mstep: Class 12 contains 18533 members 
Mstep: Class 13 contains 210675 members 
Mstep: Class 14 contains 77055 members 
Mstep: Class 15 contains 75112 members 
Mstep: Class 16 contains 16766 members 
Mstep: Class 17 contains 1742 members 
Mstep: Class 18 contains 68798 members 
Mstep: Class 19 contains 44567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83981456.000000 Penalty: 40285.867188
Iteration 7F: 19 clusters Score -8.398146e+07 nChanged 67566
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 130294 members 
Mstep: Class 2 contains 6184 members 
Mstep: Class 3 contains 56924 members 
Mstep: Class 4 contains 15605 members 
Mstep: Class 5 contains 9720 members 
Mstep: Class 6 contains 20040 members 
Mstep: Class 7 contains 108882 members 
Mstep: Class 8 contains 14386 members 
Mstep: Class 10 contains 31473 members 
Mstep: Class 11 contains 52443 members 
Mstep: Class 12 contains 19937 members 
Mstep: Class 13 contains 199387 members 
Mstep: Class 14 contains 86106 members 
Mstep: Class 15 contains 79340 members 
Mstep: Class 16 contains 15080 members 
Mstep: Class 17 contains 1687 members 
Mstep: Class 18 contains 66051 members 
Mstep: Class 19 contains 44770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84043376.000000 Penalty: 40285.867188
Iteration 8F: 19 clusters Score -8.404338e+07 nChanged 58276
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 129558 members 
Mstep: Class 2 contains 5495 members 
Mstep: Class 3 contains 57584 members 
Mstep: Class 4 contains 14788 members 
Mstep: Class 5 contains 9811 members 
Mstep: Class 6 contains 19753 members 
Mstep: Class 7 contains 104860 members 
Mstep: Class 8 contains 13628 members 
Mstep: Class 10 contains 31414 members 
Mstep: Class 11 contains 52891 members 
Mstep: Class 12 contains 21779 members 
Mstep: Class 13 contains 189074 members 
Mstep: Class 14 contains 99565 members 
Mstep: Class 15 contains 82696 members 
Mstep: Class 16 contains 14233 members 
Mstep: Class 17 contains 1716 members 
Mstep: Class 18 contains 63669 members 
Mstep: Class 19 contains 45798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84094352.000000 Penalty: 40285.867188
Iteration 9F: 19 clusters Score -8.409435e+07 nChanged 49591
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 128451 members 
Mstep: Class 2 contains 4868 members 
Mstep: Class 3 contains 57978 members 
Mstep: Class 4 contains 14124 members 
Mstep: Class 5 contains 9771 members 
Mstep: Class 6 contains 19606 members 
Mstep: Class 7 contains 97684 members 
Mstep: Class 8 contains 13077 members 
Mstep: Class 10 contains 31614 members 
Mstep: Class 11 contains 52923 members 
Mstep: Class 12 contains 24156 members 
Mstep: Class 13 contains 180521 members 
Mstep: Class 14 contains 114281 members 
Mstep: Class 15 contains 84665 members 
Mstep: Class 16 contains 13868 members 
Mstep: Class 17 contains 1768 members 
Mstep: Class 18 contains 61607 members 
Mstep: Class 19 contains 47350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84133552.000000 Penalty: 40285.867188
Iteration 10F: 19 clusters Score -8.413355e+07 nChanged 41796
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 127028 members 
Mstep: Class 2 contains 4777 members 
Mstep: Class 3 contains 58148 members 
Mstep: Class 4 contains 13538 members 
Mstep: Class 5 contains 9736 members 
Mstep: Class 6 contains 19469 members 
Mstep: Class 7 contains 91488 members 
Mstep: Class 8 contains 12826 members 
Mstep: Class 10 contains 31832 members 
Mstep: Class 11 contains 52275 members 
Mstep: Class 12 contains 27017 members 
Mstep: Class 13 contains 173081 members 
Mstep: Class 14 contains 126737 members 
Mstep: Class 15 contains 85700 members 
Mstep: Class 16 contains 13681 members 
Mstep: Class 17 contains 1835 members 
Mstep: Class 18 contains 59798 members 
Mstep: Class 19 contains 49346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84167344.000000 Penalty: 40285.867188
Iteration 11Q: 19 clusters Score -8.416734e+07 nChanged 34770
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 124763 members 
Mstep: Class 2 contains 5344 members 
Mstep: Class 3 contains 58140 members 
Mstep: Class 4 contains 13115 members 
Mstep: Class 5 contains 9713 members 
Mstep: Class 6 contains 19093 members 
Mstep: Class 7 contains 88401 members 
Mstep: Class 8 contains 12659 members 
Mstep: Class 10 contains 31797 members 
Mstep: Class 11 contains 51309 members 
Mstep: Class 12 contains 30085 members 
Mstep: Class 13 contains 166740 members 
Mstep: Class 14 contains 135539 members 
Mstep: Class 15 contains 86135 members 
Mstep: Class 16 contains 13592 members 
Mstep: Class 17 contains 1943 members 
Mstep: Class 18 contains 58211 members 
Mstep: Class 19 contains 51732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84197400.000000 Penalty: 40285.867188
Iteration 12Q: 19 clusters Score -8.41974e+07 nChanged 29358
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 121841 members 
Mstep: Class 2 contains 6231 members 
Mstep: Class 3 contains 58027 members 
Mstep: Class 4 contains 12800 members 
Mstep: Class 5 contains 9737 members 
Mstep: Class 6 contains 18580 members 
Mstep: Class 7 contains 87962 members 
Mstep: Class 8 contains 12554 members 
Mstep: Class 10 contains 31584 members 
Mstep: Class 11 contains 50443 members 
Mstep: Class 12 contains 33136 members 
Mstep: Class 13 contains 161678 members 
Mstep: Class 14 contains 140840 members 
Mstep: Class 15 contains 86081 members 
Mstep: Class 16 contains 13576 members 
Mstep: Class 17 contains 2103 members 
Mstep: Class 18 contains 56855 members 
Mstep: Class 19 contains 54281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84217032.000000 Penalty: 40285.867188
Iteration 13Q: 19 clusters Score -8.421703e+07 nChanged 24662
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 118570 members 
Mstep: Class 2 contains 6958 members 
Mstep: Class 3 contains 57825 members 
Mstep: Class 4 contains 12529 members 
Mstep: Class 5 contains 9829 members 
Mstep: Class 6 contains 18185 members 
Mstep: Class 7 contains 88744 members 
Mstep: Class 8 contains 12550 members 
Mstep: Class 10 contains 31503 members 
Mstep: Class 11 contains 49683 members 
Mstep: Class 12 contains 36087 members 
Mstep: Class 13 contains 157821 members 
Mstep: Class 14 contains 143963 members 
Mstep: Class 15 contains 85813 members 
Mstep: Class 16 contains 13666 members 
Mstep: Class 17 contains 2323 members 
Mstep: Class 18 contains 55687 members 
Mstep: Class 19 contains 56572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84231656.000000 Penalty: 40285.867188
Iteration 14Q: 19 clusters Score -8.423166e+07 nChanged 20989
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 115178 members 
Mstep: Class 2 contains 7761 members 
Mstep: Class 3 contains 57598 members 
Mstep: Class 4 contains 12304 members 
Mstep: Class 5 contains 10027 members 
Mstep: Class 6 contains 17673 members 
Mstep: Class 7 contains 89653 members 
Mstep: Class 8 contains 12532 members 
Mstep: Class 10 contains 31789 members 
Mstep: Class 11 contains 48921 members 
Mstep: Class 12 contains 38974 members 
Mstep: Class 13 contains 154981 members 
Mstep: Class 14 contains 145975 members 
Mstep: Class 15 contains 85447 members 
Mstep: Class 16 contains 13817 members 
Mstep: Class 17 contains 2673 members 
Mstep: Class 18 contains 54551 members 
Mstep: Class 19 contains 58454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84243008.000000 Penalty: 40285.867188
Iteration 15Q: 19 clusters Score -8.424301e+07 nChanged 18549
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 111714 members 
Mstep: Class 2 contains 8524 members 
Mstep: Class 3 contains 57406 members 
Mstep: Class 4 contains 12105 members 
Mstep: Class 5 contains 10352 members 
Mstep: Class 6 contains 17206 members 
Mstep: Class 7 contains 90589 members 
Mstep: Class 8 contains 12538 members 
Mstep: Class 10 contains 32328 members 
Mstep: Class 11 contains 48149 members 
Mstep: Class 12 contains 41783 members 
Mstep: Class 13 contains 152803 members 
Mstep: Class 14 contains 147330 members 
Mstep: Class 15 contains 85063 members 
Mstep: Class 16 contains 13941 members 
Mstep: Class 17 contains 3085 members 
Mstep: Class 18 contains 53308 members 
Mstep: Class 19 contains 60082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84252568.000000 Penalty: 40285.867188
Iteration 16Q: 19 clusters Score -8.425257e+07 nChanged 16460
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 108256 members 
Mstep: Class 2 contains 9177 members 
Mstep: Class 3 contains 57213 members 
Mstep: Class 4 contains 11989 members 
Mstep: Class 5 contains 10681 members 
Mstep: Class 6 contains 16756 members 
Mstep: Class 7 contains 91304 members 
Mstep: Class 8 contains 12543 members 
Mstep: Class 10 contains 33052 members 
Mstep: Class 11 contains 47408 members 
Mstep: Class 12 contains 44674 members 
Mstep: Class 13 contains 151198 members 
Mstep: Class 14 contains 148318 members 
Mstep: Class 15 contains 84619 members 
Mstep: Class 16 contains 14081 members 
Mstep: Class 17 contains 3516 members 
Mstep: Class 18 contains 52028 members 
Mstep: Class 19 contains 61491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84259808.000000 Penalty: 40285.867188
Iteration 17Q: 19 clusters Score -8.425981e+07 nChanged 14767
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 104932 members 
Mstep: Class 2 contains 9704 members 
Mstep: Class 3 contains 57037 members 
Mstep: Class 4 contains 11911 members 
Mstep: Class 5 contains 10988 members 
Mstep: Class 6 contains 16360 members 
Mstep: Class 7 contains 91748 members 
Mstep: Class 8 contains 12567 members 
Mstep: Class 10 contains 33981 members 
Mstep: Class 11 contains 46721 members 
Mstep: Class 12 contains 47586 members 
Mstep: Class 13 contains 149949 members 
Mstep: Class 14 contains 149039 members 
Mstep: Class 15 contains 84021 members 
Mstep: Class 16 contains 14226 members 
Mstep: Class 17 contains 3968 members 
Mstep: Class 18 contains 50827 members 
Mstep: Class 19 contains 62737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84265952.000000 Penalty: 40285.867188
Iteration 18Q: 19 clusters Score -8.426595e+07 nChanged 13320
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 101825 members 
Mstep: Class 2 contains 10152 members 
Mstep: Class 3 contains 56869 members 
Mstep: Class 4 contains 11891 members 
Mstep: Class 5 contains 11292 members 
Mstep: Class 6 contains 15929 members 
Mstep: Class 7 contains 91944 members 
Mstep: Class 8 contains 12579 members 
Mstep: Class 10 contains 35009 members 
Mstep: Class 11 contains 46259 members 
Mstep: Class 12 contains 50491 members 
Mstep: Class 13 contains 148973 members 
Mstep: Class 14 contains 149465 members 
Mstep: Class 15 contains 83422 members 
Mstep: Class 16 contains 14372 members 
Mstep: Class 17 contains 4471 members 
Mstep: Class 18 contains 49581 members 
Mstep: Class 19 contains 63778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84270784.000000 Penalty: 40285.867188
Iteration 19Q: 19 clusters Score -8.427078e+07 nChanged 11893
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 98985 members 
Mstep: Class 2 contains 10515 members 
Mstep: Class 3 contains 56711 members 
Mstep: Class 4 contains 11880 members 
Mstep: Class 5 contains 11530 members 
Mstep: Class 6 contains 15536 members 
Mstep: Class 7 contains 91957 members 
Mstep: Class 8 contains 12612 members 
Mstep: Class 10 contains 35975 members 
Mstep: Class 11 contains 45970 members 
Mstep: Class 12 contains 53386 members 
Mstep: Class 13 contains 148149 members 
Mstep: Class 14 contains 149677 members 
Mstep: Class 15 contains 82818 members 
Mstep: Class 16 contains 14514 members 
Mstep: Class 17 contains 5105 members 
Mstep: Class 18 contains 48430 members 
Mstep: Class 19 contains 64552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84276344.000000 Penalty: 40285.867188
Iteration 20F: 19 clusters Score -8.427634e+07 nChanged 11673
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 96278 members 
Mstep: Class 2 contains 10919 members 
Mstep: Class 3 contains 56588 members 
Mstep: Class 4 contains 11864 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 14917 members 
Mstep: Class 7 contains 91766 members 
Mstep: Class 8 contains 12637 members 
Mstep: Class 10 contains 37219 members 
Mstep: Class 11 contains 45783 members 
Mstep: Class 12 contains 56477 members 
Mstep: Class 13 contains 147420 members 
Mstep: Class 14 contains 149444 members 
Mstep: Class 15 contains 82142 members 
Mstep: Class 16 contains 14625 members 
Mstep: Class 17 contains 6248 members 
Mstep: Class 18 contains 47362 members 
Mstep: Class 19 contains 65008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84280880.000000 Penalty: 40285.867188
Iteration 21Q: 19 clusters Score -8.428088e+07 nChanged 10924
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 93791 members 
Mstep: Class 2 contains 11250 members 
Mstep: Class 3 contains 56463 members 
Mstep: Class 4 contains 11866 members 
Mstep: Class 5 contains 11576 members 
Mstep: Class 6 contains 14406 members 
Mstep: Class 7 contains 91506 members 
Mstep: Class 8 contains 12652 members 
Mstep: Class 10 contains 38479 members 
Mstep: Class 11 contains 45713 members 
Mstep: Class 12 contains 59508 members 
Mstep: Class 13 contains 146781 members 
Mstep: Class 14 contains 148974 members 
Mstep: Class 15 contains 81471 members 
Mstep: Class 16 contains 14742 members 
Mstep: Class 17 contains 7403 members 
Mstep: Class 18 contains 46491 members 
Mstep: Class 19 contains 65229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84284168.000000 Penalty: 40285.867188
Iteration 22Q: 19 clusters Score -8.428417e+07 nChanged 9759
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91619 members 
Mstep: Class 2 contains 11492 members 
Mstep: Class 3 contains 56352 members 
Mstep: Class 4 contains 11857 members 
Mstep: Class 5 contains 11457 members 
Mstep: Class 6 contains 14080 members 
Mstep: Class 7 contains 91136 members 
Mstep: Class 8 contains 12653 members 
Mstep: Class 10 contains 39653 members 
Mstep: Class 11 contains 45687 members 
Mstep: Class 12 contains 62434 members 
Mstep: Class 13 contains 146219 members 
Mstep: Class 14 contains 148353 members 
Mstep: Class 15 contains 80799 members 
Mstep: Class 16 contains 14847 members 
Mstep: Class 17 contains 8586 members 
Mstep: Class 18 contains 45834 members 
Mstep: Class 19 contains 65242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84287088.000000 Penalty: 40285.867188
Iteration 23Q: 19 clusters Score -8.428709e+07 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 89784 members 
Mstep: Class 2 contains 11695 members 
Mstep: Class 3 contains 56266 members 
Mstep: Class 4 contains 11845 members 
Mstep: Class 5 contains 11255 members 
Mstep: Class 6 contains 13833 members 
Mstep: Class 7 contains 90710 members 
Mstep: Class 8 contains 12650 members 
Mstep: Class 10 contains 40793 members 
Mstep: Class 11 contains 45693 members 
Mstep: Class 12 contains 65176 members 
Mstep: Class 13 contains 145737 members 
Mstep: Class 14 contains 147590 members 
Mstep: Class 15 contains 80055 members 
Mstep: Class 16 contains 14929 members 
Mstep: Class 17 contains 9866 members 
Mstep: Class 18 contains 45316 members 
Mstep: Class 19 contains 65107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84289200.000000 Penalty: 40285.867188
Iteration 24Q: 19 clusters Score -8.42892e+07 nChanged 8206
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 88202 members 
Mstep: Class 2 contains 11845 members 
Mstep: Class 3 contains 56209 members 
Mstep: Class 4 contains 11830 members 
Mstep: Class 5 contains 11014 members 
Mstep: Class 6 contains 13670 members 
Mstep: Class 7 contains 90248 members 
Mstep: Class 8 contains 12657 members 
Mstep: Class 10 contains 41810 members 
Mstep: Class 11 contains 45740 members 
Mstep: Class 12 contains 67840 members 
Mstep: Class 13 contains 145225 members 
Mstep: Class 14 contains 146710 members 
Mstep: Class 15 contains 79340 members 
Mstep: Class 16 contains 14985 members 
Mstep: Class 17 contains 11155 members 
Mstep: Class 18 contains 44932 members 
Mstep: Class 19 contains 64887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84291048.000000 Penalty: 40285.867188
Iteration 25Q: 19 clusters Score -8.429105e+07 nChanged 7752
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 86849 members 
Mstep: Class 2 contains 11981 members 
Mstep: Class 3 contains 56172 members 
Mstep: Class 4 contains 11791 members 
Mstep: Class 5 contains 10729 members 
Mstep: Class 6 contains 13572 members 
Mstep: Class 7 contains 89702 members 
Mstep: Class 8 contains 12669 members 
Mstep: Class 10 contains 42806 members 
Mstep: Class 11 contains 45808 members 
Mstep: Class 12 contains 70246 members 
Mstep: Class 13 contains 144737 members 
Mstep: Class 14 contains 145816 members 
Mstep: Class 15 contains 78599 members 
Mstep: Class 16 contains 15023 members 
Mstep: Class 17 contains 12514 members 
Mstep: Class 18 contains 44656 members 
Mstep: Class 19 contains 64629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84292848.000000 Penalty: 40285.867188
Iteration 26Q: 19 clusters Score -8.429285e+07 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 85779 members 
Mstep: Class 2 contains 12080 members 
Mstep: Class 3 contains 56150 members 
Mstep: Class 4 contains 11788 members 
Mstep: Class 5 contains 10483 members 
Mstep: Class 6 contains 13479 members 
Mstep: Class 7 contains 89092 members 
Mstep: Class 8 contains 12680 members 
Mstep: Class 10 contains 43681 members 
Mstep: Class 11 contains 45918 members 
Mstep: Class 12 contains 72440 members 
Mstep: Class 13 contains 144259 members 
Mstep: Class 14 contains 144918 members 
Mstep: Class 15 contains 77822 members 
Mstep: Class 16 contains 15046 members 
Mstep: Class 17 contains 13883 members 
Mstep: Class 18 contains 44468 members 
Mstep: Class 19 contains 64333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84294232.000000 Penalty: 40285.867188
Iteration 27Q: 19 clusters Score -8.429423e+07 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 84904 members 
Mstep: Class 2 contains 12160 members 
Mstep: Class 3 contains 56135 members 
Mstep: Class 4 contains 11771 members 
Mstep: Class 5 contains 10280 members 
Mstep: Class 6 contains 13440 members 
Mstep: Class 7 contains 88457 members 
Mstep: Class 8 contains 12687 members 
Mstep: Class 10 contains 44506 members 
Mstep: Class 11 contains 46040 members 
Mstep: Class 12 contains 74461 members 
Mstep: Class 13 contains 143828 members 
Mstep: Class 14 contains 143993 members 
Mstep: Class 15 contains 77016 members 
Mstep: Class 16 contains 15060 members 
Mstep: Class 17 contains 15243 members 
Mstep: Class 18 contains 44333 members 
Mstep: Class 19 contains 63985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84295640.000000 Penalty: 40285.867188
Iteration 28Q: 19 clusters Score -8.429564e+07 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 84203 members 
Mstep: Class 2 contains 12243 members 
Mstep: Class 3 contains 56115 members 
Mstep: Class 4 contains 11755 members 
Mstep: Class 5 contains 10144 members 
Mstep: Class 6 contains 13422 members 
Mstep: Class 7 contains 87776 members 
Mstep: Class 8 contains 12690 members 
Mstep: Class 10 contains 45274 members 
Mstep: Class 11 contains 46137 members 
Mstep: Class 12 contains 76252 members 
Mstep: Class 13 contains 143420 members 
Mstep: Class 14 contains 143084 members 
Mstep: Class 15 contains 76201 members 
Mstep: Class 16 contains 15080 members 
Mstep: Class 17 contains 16635 members 
Mstep: Class 18 contains 44226 members 
Mstep: Class 19 contains 63642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84297280.000000 Penalty: 40285.867188
Iteration 29Q: 19 clusters Score -8.429728e+07 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 83682 members 
Mstep: Class 2 contains 12332 members 
Mstep: Class 3 contains 56099 members 
Mstep: Class 4 contains 11757 members 
Mstep: Class 5 contains 10049 members 
Mstep: Class 6 contains 13375 members 
Mstep: Class 7 contains 87098 members 
Mstep: Class 8 contains 12689 members 
Mstep: Class 10 contains 45977 members 
Mstep: Class 11 contains 46220 members 
Mstep: Class 12 contains 77974 members 
Mstep: Class 13 contains 143059 members 
Mstep: Class 14 contains 142096 members 
Mstep: Class 15 contains 75293 members 
Mstep: Class 16 contains 15096 members 
Mstep: Class 17 contains 18030 members 
Mstep: Class 18 contains 44135 members 
Mstep: Class 19 contains 63338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84298440.000000 Penalty: 40285.867188
Iteration 30Q: 19 clusters Score -8.429844e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 83290 members 
Mstep: Class 2 contains 12424 members 
Mstep: Class 3 contains 56083 members 
Mstep: Class 4 contains 11754 members 
Mstep: Class 5 contains 10031 members 
Mstep: Class 6 contains 13330 members 
Mstep: Class 7 contains 86453 members 
Mstep: Class 8 contains 12687 members 
Mstep: Class 10 contains 46668 members 
Mstep: Class 11 contains 46294 members 
Mstep: Class 12 contains 79508 members 
Mstep: Class 13 contains 142763 members 
Mstep: Class 14 contains 141097 members 
Mstep: Class 15 contains 74276 members 
Mstep: Class 16 contains 15112 members 
Mstep: Class 17 contains 19321 members 
Mstep: Class 18 contains 44073 members 
Mstep: Class 19 contains 63135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84299472.000000 Penalty: 40285.867188
Iteration 31Q: 19 clusters Score -8.429947e+07 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 83017 members 
Mstep: Class 2 contains 12540 members 
Mstep: Class 3 contains 56072 members 
Mstep: Class 4 contains 11747 members 
Mstep: Class 5 contains 10032 members 
Mstep: Class 6 contains 13282 members 
Mstep: Class 7 contains 85774 members 
Mstep: Class 8 contains 12686 members 
Mstep: Class 10 contains 47355 members 
Mstep: Class 11 contains 46376 members 
Mstep: Class 12 contains 80966 members 
Mstep: Class 13 contains 142497 members 
Mstep: Class 14 contains 140110 members 
Mstep: Class 15 contains 73128 members 
Mstep: Class 16 contains 15123 members 
Mstep: Class 17 contains 20535 members 
Mstep: Class 18 contains 44036 members 
Mstep: Class 19 contains 63023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84300648.000000 Penalty: 40285.867188
Iteration 32Q: 19 clusters Score -8.430065e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 82808 members 
Mstep: Class 2 contains 12641 members 
Mstep: Class 3 contains 56061 members 
Mstep: Class 4 contains 11749 members 
Mstep: Class 5 contains 10032 members 
Mstep: Class 6 contains 13260 members 
Mstep: Class 7 contains 85059 members 
Mstep: Class 8 contains 12690 members 
Mstep: Class 10 contains 48051 members 
Mstep: Class 11 contains 46444 members 
Mstep: Class 12 contains 82217 members 
Mstep: Class 13 contains 142309 members 
Mstep: Class 14 contains 139141 members 
Mstep: Class 15 contains 71950 members 
Mstep: Class 16 contains 15133 members 
Mstep: Class 17 contains 21733 members 
Mstep: Class 18 contains 43999 members 
Mstep: Class 19 contains 63022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84302536.000000 Penalty: 40285.867188
Iteration 33Q: 19 clusters Score -8.430254e+07 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 82702 members 
Mstep: Class 2 contains 12730 members 
Mstep: Class 3 contains 56052 members 
Mstep: Class 4 contains 11736 members 
Mstep: Class 5 contains 10016 members 
Mstep: Class 6 contains 13262 members 
Mstep: Class 7 contains 84319 members 
Mstep: Class 8 contains 12692 members 
Mstep: Class 10 contains 48774 members 
Mstep: Class 11 contains 46477 members 
Mstep: Class 12 contains 83358 members 
Mstep: Class 13 contains 142163 members 
Mstep: Class 14 contains 138228 members 
Mstep: Class 15 contains 70707 members 
Mstep: Class 16 contains 15142 members 
Mstep: Class 17 contains 22857 members 
Mstep: Class 18 contains 43981 members 
Mstep: Class 19 contains 63103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84304120.000000 Penalty: 40285.867188
Iteration 34Q: 19 clusters Score -8.430412e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 82680 members 
Mstep: Class 2 contains 12831 members 
Mstep: Class 3 contains 56040 members 
Mstep: Class 4 contains 11717 members 
Mstep: Class 5 contains 10035 members 
Mstep: Class 6 contains 13268 members 
Mstep: Class 7 contains 83566 members 
Mstep: Class 8 contains 12698 members 
Mstep: Class 10 contains 49481 members 
Mstep: Class 11 contains 46537 members 
Mstep: Class 12 contains 84376 members 
Mstep: Class 13 contains 142013 members 
Mstep: Class 14 contains 137360 members 
Mstep: Class 15 contains 69360 members 
Mstep: Class 16 contains 15153 members 
Mstep: Class 17 contains 23957 members 
Mstep: Class 18 contains 43972 members 
Mstep: Class 19 contains 63255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84305576.000000 Penalty: 40285.867188
Iteration 35Q: 19 clusters Score -8.430558e+07 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 82690 members 
Mstep: Class 2 contains 12905 members 
Mstep: Class 3 contains 56027 members 
Mstep: Class 4 contains 11713 members 
Mstep: Class 5 contains 10125 members 
Mstep: Class 6 contains 13348 members 
Mstep: Class 7 contains 82844 members 
Mstep: Class 8 contains 12706 members 
Mstep: Class 10 contains 50162 members 
Mstep: Class 11 contains 46564 members 
Mstep: Class 12 contains 85184 members 
Mstep: Class 13 contains 141823 members 
Mstep: Class 14 contains 136548 members 
Mstep: Class 15 contains 68012 members 
Mstep: Class 16 contains 15166 members 
Mstep: Class 17 contains 25068 members 
Mstep: Class 18 contains 43957 members 
Mstep: Class 19 contains 63457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84308048.000000 Penalty: 40285.867188
Iteration 36Q: 19 clusters Score -8.430805e+07 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 82725 members 
Mstep: Class 2 contains 12994 members 
Mstep: Class 3 contains 56013 members 
Mstep: Class 4 contains 11719 members 
Mstep: Class 5 contains 10383 members 
Mstep: Class 6 contains 13409 members 
Mstep: Class 7 contains 82073 members 
Mstep: Class 8 contains 12703 members 
Mstep: Class 10 contains 50863 members 
Mstep: Class 11 contains 46597 members 
Mstep: Class 12 contains 85827 members 
Mstep: Class 13 contains 141459 members 
Mstep: Class 14 contains 135757 members 
Mstep: Class 15 contains 66730 members 
Mstep: Class 16 contains 15180 members 
Mstep: Class 17 contains 26184 members 
Mstep: Class 18 contains 43949 members 
Mstep: Class 19 contains 63734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84310400.000000 Penalty: 40285.867188
Iteration 37Q: 19 clusters Score -8.43104e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 82749 members 
Mstep: Class 2 contains 13066 members 
Mstep: Class 3 contains 55999 members 
Mstep: Class 4 contains 11722 members 
Mstep: Class 5 contains 10839 members 
Mstep: Class 6 contains 13407 members 
Mstep: Class 7 contains 81252 members 
Mstep: Class 8 contains 12704 members 
Mstep: Class 10 contains 51584 members 
Mstep: Class 11 contains 46656 members 
Mstep: Class 12 contains 86315 members 
Mstep: Class 13 contains 140925 members 
Mstep: Class 14 contains 135006 members 
Mstep: Class 15 contains 65622 members 
Mstep: Class 16 contains 15194 members 
Mstep: Class 17 contains 27304 members 
Mstep: Class 18 contains 43934 members 
Mstep: Class 19 contains 64021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84312040.000000 Penalty: 40285.867188
Iteration 38Q: 19 clusters Score -8.431204e+07 nChanged 6358
Entering ConstructFrom: 
Score: -84312040.000000 Penalty: 40285.867188
Entering ConstructFrom: 
Trying to split cluster 1 (82728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82728 members 
Entering Unmasked Estep 
Score: -7516957.000000 Penalty: 1840.038452
	Iteration 0F: 2 clusters Score -7516957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -7461783.500000 Penalty: 3680.076904
	Iteration 0F: 3 clusters Score -7461784 nChanged 39316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -7486665.500000 Penalty: 3680.076904
	Iteration 1F: 3 clusters Score -7486666 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -7494917.000000 Penalty: 3680.076904
	Iteration 2F: 3 clusters Score -7494917 nChanged 8955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47139 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -7505889.500000 Penalty: 3680.076904
	Iteration 3F: 3 clusters Score -7505890 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53461 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -7514026.000000 Penalty: 3680.076904
	Iteration 4F: 3 clusters Score -7514026 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58718 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -7518731.000000 Penalty: 3680.076904
	Iteration 5F: 3 clusters Score -7518731 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62758 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -7521620.000000 Penalty: 3680.076904
	Iteration 6F: 3 clusters Score -7521620 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65910 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -7523733.500000 Penalty: 3680.076904
	Iteration 7Q: 3 clusters Score -7523734 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68396 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -7525727.500000 Penalty: 3680.076904
	Iteration 8Q: 3 clusters Score -7525728 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70440 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -7527733.000000 Penalty: 3680.076904
	Iteration 9Q: 3 clusters Score -7527733 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71935 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -7529870.000000 Penalty: 3680.076904
	Iteration 10Q: 3 clusters Score -7529870 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72932 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -7531177.000000 Penalty: 3680.076904
	Iteration 11Q: 3 clusters Score -7531177 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73574 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -7531700.500000 Penalty: 3680.076904
	Iteration 12Q: 3 clusters Score -7531700 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73963 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -7531859.500000 Penalty: 3680.076904
	Iteration 13Q: 3 clusters Score -7531860 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74178 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -7531917.000000 Penalty: 3680.076904
	Iteration 14Q: 3 clusters Score -7531917 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74296 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -7531935.000000 Penalty: 3680.076904
	Iteration 15Q: 3 clusters Score -7531935 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74359 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -7531931.000000 Penalty: 3680.076904
	Iteration 16Q: 3 clusters Score -7531931 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74395 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -7531939.500000 Penalty: 3680.076904
	Iteration 17Q: 3 clusters Score -7531940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74419 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -7531939.500000 Penalty: 3680.076904
	Iteration 18Q: 3 clusters Score -7531940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74437 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -7531941.000000 Penalty: 3680.076904
	Iteration 19Q: 3 clusters Score -7531941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74445 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -7531942.000000 Penalty: 3680.076904
	Iteration 20F: 3 clusters Score -7531942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74452 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -7531945.000000 Penalty: 3680.076904
	Iteration 21Q: 3 clusters Score -7531945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74458 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -7531946.000000 Penalty: 3680.076904
	Iteration 22Q: 3 clusters Score -7531946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74463 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -7531953.000000 Penalty: 3680.076904
	Iteration 23Q: 3 clusters Score -7531953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74466 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -7531955.500000 Penalty: 3680.076904
	Iteration 24Q: 3 clusters Score -7531956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74468 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -7531951.000000 Penalty: 3680.076904
	Iteration 25Q: 3 clusters Score -7531951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74469 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -7531950.500000 Penalty: 3680.076904
	Iteration 26Q: 3 clusters Score -7531950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74469 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -7531950.500000 Penalty: 3680.076904
	Iteration 27F: 3 clusters Score -7531950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 74469 members 
Mstep: Class 2 contains 13142 members 
Mstep: Class 3 contains 55983 members 
Mstep: Class 4 contains 11701 members 
Mstep: Class 5 contains 11199 members 
Mstep: Class 6 contains 13390 members 
Mstep: Class 7 contains 80370 members 
Mstep: Class 8 contains 12706 members 
Mstep: Class 9 contains 8259 members 
Mstep: Class 10 contains 52369 members 
Mstep: Class 11 contains 46738 members 
Mstep: Class 12 contains 86550 members 
Mstep: Class 13 contains 140487 members 
Mstep: Class 14 contains 134301 members 
Mstep: Class 15 contains 64811 members 
Mstep: Class 16 contains 15210 members 
Mstep: Class 17 contains 28359 members 
Mstep: Class 18 contains 43934 members 
Mstep: Class 19 contains 64321 members 
Entering Unmasked Estep 
Score: -84327280.000000 Penalty: 42523.972656
Splitting cluster 1 changes total score from -84312040.000000 to -84327280.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 2 (13142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Entering Unmasked Estep 
Score: -1075001.875000 Penalty: 1541.079834
	Iteration 0F: 2 clusters Score -1075002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1066453.625000 Penalty: 3082.159668
	Iteration 0F: 3 clusters Score -1066454 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1079359.000000 Penalty: 3082.159668
	Iteration 1F: 3 clusters Score -1079359 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1083337.375000 Penalty: 3082.159668
	Iteration 2F: 3 clusters Score -1083337 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1084492.500000 Penalty: 3082.159668
	Iteration 3F: 3 clusters Score -1084492 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1085296.125000 Penalty: 3082.159668
	Iteration 4Q: 3 clusters Score -1085296 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1085461.625000 Penalty: 3082.159668
	Iteration 5Q: 3 clusters Score -1085462 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1085492.875000 Penalty: 3082.159668
	Iteration 6Q: 3 clusters Score -1085493 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1085505.500000 Penalty: 3082.159668
	Iteration 7Q: 3 clusters Score -1085506 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1085511.875000 Penalty: 3082.159668
	Iteration 8Q: 3 clusters Score -1085512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1085519.625000 Penalty: 3082.159668
	Iteration 9Q: 3 clusters Score -1085520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1085519.625000 Penalty: 3082.159668
	Iteration 10Q: 3 clusters Score -1085520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1085527.000000 Penalty: 3082.159668
	Iteration 11Q: 3 clusters Score -1085527 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1085536.500000 Penalty: 3082.159668
	Iteration 12Q: 3 clusters Score -1085536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1085543.250000 Penalty: 3082.159668
	Iteration 13Q: 3 clusters Score -1085543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1085548.625000 Penalty: 3082.159668
	Iteration 14Q: 3 clusters Score -1085549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1085550.375000 Penalty: 3082.159668
	Iteration 15Q: 3 clusters Score -1085550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1085552.750000 Penalty: 3082.159668
	Iteration 16Q: 3 clusters Score -1085553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1085554.750000 Penalty: 3082.159668
	Iteration 17Q: 3 clusters Score -1085555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1085556.000000 Penalty: 3082.159668
	Iteration 18Q: 3 clusters Score -1085556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1085556.625000 Penalty: 3082.159668
	Iteration 19Q: 3 clusters Score -1085557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1085557.375000 Penalty: 3082.159668
	Iteration 20F: 3 clusters Score -1085557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1085559.500000 Penalty: 3082.159668
	Iteration 21Q: 3 clusters Score -1085560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1085560.000000 Penalty: 3082.159668
	Iteration 22Q: 3 clusters Score -1085560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1085558.375000 Penalty: 3082.159668
	Iteration 23Q: 3 clusters Score -1085558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1085559.375000 Penalty: 3082.159668
	Iteration 24Q: 3 clusters Score -1085559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1085558.250000 Penalty: 3082.159668
	Iteration 25Q: 3 clusters Score -1085558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1085559.000000 Penalty: 3082.159668
	Iteration 26Q: 3 clusters Score -1085559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1085561.250000 Penalty: 3082.159668
	Iteration 27Q: 3 clusters Score -1085561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1085561.625000 Penalty: 3082.159668
	Iteration 28Q: 3 clusters Score -1085562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1085561.375000 Penalty: 3082.159668
	Iteration 29Q: 3 clusters Score -1085561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1085561.125000 Penalty: 3082.159668
	Iteration 30Q: 3 clusters Score -1085561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1085561.250000 Penalty: 3082.159668
	Iteration 31Q: 3 clusters Score -1085561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1085560.625000 Penalty: 3082.159668
	Iteration 32Q: 3 clusters Score -1085561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1085561.250000 Penalty: 3082.159668
	Iteration 33Q: 3 clusters Score -1085561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1085561.250000 Penalty: 3082.159668
	Iteration 34F: 3 clusters Score -1085561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 74469 members 
Mstep: Class 2 contains 9337 members 
Mstep: Class 3 contains 55983 members 
Mstep: Class 4 contains 11701 members 
Mstep: Class 5 contains 11199 members 
Mstep: Class 6 contains 13390 members 
Mstep: Class 7 contains 80370 members 
Mstep: Class 8 contains 12706 members 
Mstep: Class 9 contains 8259 members 
Mstep: Class 10 contains 52369 members 
Mstep: Class 11 contains 46738 members 
Mstep: Class 12 contains 86550 members 
Mstep: Class 13 contains 140487 members 
Mstep: Class 14 contains 134301 members 
Mstep: Class 15 contains 64811 members 
Mstep: Class 16 contains 15210 members 
Mstep: Class 17 contains 28359 members 
Mstep: Class 18 contains 43934 members 
Mstep: Class 19 contains 64321 members 
Mstep: Class 20 contains 3805 members 
Entering Unmasked Estep 
Score: -84336920.000000 Penalty: 44762.074219
Splitting cluster 2 changes total score from -84312040.000000 to -84336920.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 3 (55983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55983 members 
Entering Unmasked Estep 
Score: -4984828.000000 Penalty: 1776.580566
	Iteration 0F: 2 clusters Score -4984828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -4947489.500000 Penalty: 3553.161133
	Iteration 0F: 3 clusters Score -4947490 nChanged 26217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -4962553.500000 Penalty: 3553.161133
	Iteration 1F: 3 clusters Score -4962554 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -4963546.000000 Penalty: 3553.161133
	Iteration 2Q: 3 clusters Score -4963546 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -4964873.000000 Penalty: 3553.161133
	Iteration 3F: 3 clusters Score -4964873 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -4966663.000000 Penalty: 3553.161133
	Iteration 4F: 3 clusters Score -4966663 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -4968975.500000 Penalty: 3553.161133
	Iteration 5F: 3 clusters Score -4968976 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
Score: -4971407.500000 Penalty: 3553.161133
	Iteration 6F: 3 clusters Score -4971408 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 42552 members 
Entering Unmasked Estep 
Score: -4973644.000000 Penalty: 3553.161133
	Iteration 7F: 3 clusters Score -4973644 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -4975723.500000 Penalty: 3553.161133
	Iteration 8F: 3 clusters Score -4975724 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -4977679.000000 Penalty: 3553.161133
	Iteration 9Q: 3 clusters Score -4977679 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 50509 members 
Entering Unmasked Estep 
Score: -4979425.500000 Penalty: 3553.161133
	Iteration 10Q: 3 clusters Score -4979426 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 52373 members 
Entering Unmasked Estep 
Score: -4980781.500000 Penalty: 3553.161133
	Iteration 11Q: 3 clusters Score -4980782 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 53703 members 
Entering Unmasked Estep 
Score: -4981803.000000 Penalty: 3553.161133
	Iteration 12Q: 3 clusters Score -4981803 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 54509 members 
Entering Unmasked Estep 
Score: -4982457.500000 Penalty: 3553.161133
	Iteration 13Q: 3 clusters Score -4982458 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 54960 members 
Entering Unmasked Estep 
Score: -4982807.500000 Penalty: 3553.161133
	Iteration 14Q: 3 clusters Score -4982808 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 55210 members 
Entering Unmasked Estep 
Score: -4983006.500000 Penalty: 3553.161133
	Iteration 15Q: 3 clusters Score -4983006 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 55360 members 
Entering Unmasked Estep 
Score: -4983111.500000 Penalty: 3553.161133
	Iteration 16Q: 3 clusters Score -4983112 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 55429 members 
Entering Unmasked Estep 
Score: -4983167.500000 Penalty: 3553.161133
	Iteration 17Q: 3 clusters Score -4983168 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 55478 members 
Entering Unmasked Estep 
Score: -4983221.000000 Penalty: 3553.161133
	Iteration 18Q: 3 clusters Score -4983221 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 55509 members 
Entering Unmasked Estep 
Score: -4983262.500000 Penalty: 3553.161133
	Iteration 19Q: 3 clusters Score -4983262 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 55535 members 
Entering Unmasked Estep 
Score: -4983288.500000 Penalty: 3553.161133
	Iteration 20F: 3 clusters Score -4983288 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 55556 members 
Entering Unmasked Estep 
Score: -4983312.000000 Penalty: 3553.161133
	Iteration 21Q: 3 clusters Score -4983312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 55571 members 
Entering Unmasked Estep 
Score: -4983330.000000 Penalty: 3553.161133
	Iteration 22Q: 3 clusters Score -4983330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 55581 members 
Entering Unmasked Estep 
Score: -4983345.000000 Penalty: 3553.161133
	Iteration 23Q: 3 clusters Score -4983345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 55588 members 
Entering Unmasked Estep 
Score: -4983361.500000 Penalty: 3553.161133
	Iteration 24Q: 3 clusters Score -4983362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 55604 members 
Entering Unmasked Estep 
Score: -4983376.500000 Penalty: 3553.161133
	Iteration 25Q: 3 clusters Score -4983376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 55614 members 
Entering Unmasked Estep 
Score: -4983378.500000 Penalty: 3553.161133
	Iteration 26Q: 3 clusters Score -4983378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 55619 members 
Entering Unmasked Estep 
Score: -4983394.000000 Penalty: 3553.161133
	Iteration 27Q: 3 clusters Score -4983394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 55622 members 
Entering Unmasked Estep 
Score: -4983394.500000 Penalty: 3553.161133
	Iteration 28Q: 3 clusters Score -4983394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 55627 members 
Entering Unmasked Estep 
Score: -4983401.000000 Penalty: 3553.161133
	Iteration 29Q: 3 clusters Score -4983401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 55632 members 
Entering Unmasked Estep 
Score: -4983405.000000 Penalty: 3553.161133
	Iteration 30Q: 3 clusters Score -4983405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 55635 members 
Entering Unmasked Estep 
Score: -4983409.000000 Penalty: 3553.161133
	Iteration 31Q: 3 clusters Score -4983409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 55636 members 
Entering Unmasked Estep 
Score: -4983413.000000 Penalty: 3553.161133
	Iteration 32Q: 3 clusters Score -4983413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 55635 members 
Entering Unmasked Estep 
Score: -4983419.500000 Penalty: 3553.161133
	Iteration 33Q: 3 clusters Score -4983420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 55637 members 
Entering Unmasked Estep 
Score: -4983420.000000 Penalty: 3553.161133
	Iteration 34Q: 3 clusters Score -4983420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 55638 members 
Entering Unmasked Estep 
Score: -4983421.000000 Penalty: 3553.161133
	Iteration 35Q: 3 clusters Score -4983421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 55638 members 
Entering Unmasked Estep 
Score: -4983424.000000 Penalty: 3553.161133
	Iteration 36Q: 3 clusters Score -4983424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 55638 members 
Entering Unmasked Estep 
Score: -4983424.000000 Penalty: 3553.161133
	Iteration 37F: 3 clusters Score -4983424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Entering Unmasked Estep 
Score: -1041599.125000 Penalty: 1522.207275
	Iteration 0F: 2 clusters Score -1041599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1033296.562500 Penalty: 3044.414551
	Iteration 0F: 3 clusters Score -1033297 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1036212.937500 Penalty: 3044.414551
	Iteration 1F: 3 clusters Score -1036213 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1036619.062500 Penalty: 3044.414551
	Iteration 2F: 3 clusters Score -1036619 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1037044.562500 Penalty: 3044.414551
	Iteration 3F: 3 clusters Score -1037045 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1037520.500000 Penalty: 3044.414551
	Iteration 4F: 3 clusters Score -1037520 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1037990.625000 Penalty: 3044.414551
	Iteration 5F: 3 clusters Score -1037991 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1038445.062500 Penalty: 3044.414551
	Iteration 6F: 3 clusters Score -1038445 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1038894.750000 Penalty: 3044.414551
	Iteration 7F: 3 clusters Score -1038895 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1039365.875000 Penalty: 3044.414551
	Iteration 8Q: 3 clusters Score -1039366 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1039748.937500 Penalty: 3044.414551
	Iteration 9Q: 3 clusters Score -1039749 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1039965.687500 Penalty: 3044.414551
	Iteration 10Q: 3 clusters Score -1039966 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1040093.625000 Penalty: 3044.414551
	Iteration 11Q: 3 clusters Score -1040094 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1040193.937500 Penalty: 3044.414551
	Iteration 12Q: 3 clusters Score -1040194 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1040270.437500 Penalty: 3044.414551
	Iteration 13Q: 3 clusters Score -1040270 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1040330.937500 Penalty: 3044.414551
	Iteration 14Q: 3 clusters Score -1040331 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1040385.687500 Penalty: 3044.414551
	Iteration 15Q: 3 clusters Score -1040386 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1040444.500000 Penalty: 3044.414551
	Iteration 16Q: 3 clusters Score -1040444 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1040520.937500 Penalty: 3044.414551
	Iteration 17Q: 3 clusters Score -1040521 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1040621.625000 Penalty: 3044.414551
	Iteration 18Q: 3 clusters Score -1040622 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1040729.687500 Penalty: 3044.414551
	Iteration 19Q: 3 clusters Score -1040730 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1040807.187500 Penalty: 3044.414551
	Iteration 20F: 3 clusters Score -1040807 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1040874.562500 Penalty: 3044.414551
	Iteration 21Q: 3 clusters Score -1040875 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1040933.750000 Penalty: 3044.414551
	Iteration 22Q: 3 clusters Score -1040934 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1040997.250000 Penalty: 3044.414551
	Iteration 23Q: 3 clusters Score -1040997 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1041059.312500 Penalty: 3044.414551
	Iteration 24Q: 3 clusters Score -1041059 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1041100.750000 Penalty: 3044.414551
	Iteration 25Q: 3 clusters Score -1041101 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1041139.500000 Penalty: 3044.414551
	Iteration 26Q: 3 clusters Score -1041140 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1041157.687500 Penalty: 3044.414551
	Iteration 27Q: 3 clusters Score -1041158 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1041171.250000 Penalty: 3044.414551
	Iteration 28Q: 3 clusters Score -1041171 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1041176.187500 Penalty: 3044.414551
	Iteration 29Q: 3 clusters Score -1041176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1041181.687500 Penalty: 3044.414551
	Iteration 30Q: 3 clusters Score -1041182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1041185.125000 Penalty: 3044.414551
	Iteration 31Q: 3 clusters Score -1041185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1041188.437500 Penalty: 3044.414551
	Iteration 32Q: 3 clusters Score -1041188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1041190.937500 Penalty: 3044.414551
	Iteration 33Q: 3 clusters Score -1041191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1041188.625000 Penalty: 3044.414551
	Iteration 34Q: 3 clusters Score -1041189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1041189.812500 Penalty: 3044.414551
	Iteration 35Q: 3 clusters Score -1041190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1041192.000000 Penalty: 3044.414551
	Iteration 36Q: 3 clusters Score -1041192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1041191.312500 Penalty: 3044.414551
	Iteration 37Q: 3 clusters Score -1041191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1041191.500000 Penalty: 3044.414551
	Iteration 38Q: 3 clusters Score -1041192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1041192.125000 Penalty: 3044.414551
	Iteration 39Q: 3 clusters Score -1041192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1041193.625000 Penalty: 3044.414551
	Iteration 40F: 3 clusters Score -1041194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1041193.375000 Penalty: 3044.414551
	Iteration 41Q: 3 clusters Score -1041193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1041194.062500 Penalty: 3044.414551
	Iteration 42Q: 3 clusters Score -1041194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1041194.875000 Penalty: 3044.414551
	Iteration 43Q: 3 clusters Score -1041195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1041195.125000 Penalty: 3044.414551
	Iteration 44Q: 3 clusters Score -1041195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1041195.125000 Penalty: 3044.414551
	Iteration 45F: 3 clusters Score -1041195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Entering Unmasked Estep 
Score: -1015365.562500 Penalty: 1515.081665
	Iteration 0F: 2 clusters Score -1015366 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 5535 members 
Entering Unmasked Estep 
Score: -1007399.375000 Penalty: 3030.163330
	Iteration 0F: 3 clusters Score -1007399 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1010144.750000 Penalty: 3030.163330
	Iteration 1F: 3 clusters Score -1010145 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1010547.000000 Penalty: 3030.163330
	Iteration 2F: 3 clusters Score -1010547 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1011048.437500 Penalty: 3030.163330
	Iteration 3F: 3 clusters Score -1011048 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1011787.500000 Penalty: 3030.163330
	Iteration 4F: 3 clusters Score -1011788 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1012907.750000 Penalty: 3030.163330
	Iteration 5F: 3 clusters Score -1012908 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1014240.812500 Penalty: 3030.163330
	Iteration 6F: 3 clusters Score -1014241 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1015269.187500 Penalty: 3030.163330
	Iteration 7F: 3 clusters Score -1015269 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1015769.062500 Penalty: 3030.163330
	Iteration 8Q: 3 clusters Score -1015769 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1016012.687500 Penalty: 3030.163330
	Iteration 9Q: 3 clusters Score -1016013 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1016145.687500 Penalty: 3030.163330
	Iteration 10Q: 3 clusters Score -1016146 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1016227.000000 Penalty: 3030.163330
	Iteration 11Q: 3 clusters Score -1016227 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1016266.500000 Penalty: 3030.163330
	Iteration 12Q: 3 clusters Score -1016266 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1016288.812500 Penalty: 3030.163330
	Iteration 13Q: 3 clusters Score -1016289 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1016300.375000 Penalty: 3030.163330
	Iteration 14Q: 3 clusters Score -1016300 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1016306.812500 Penalty: 3030.163330
	Iteration 15Q: 3 clusters Score -1016307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1016312.000000 Penalty: 3030.163330
	Iteration 16Q: 3 clusters Score -1016312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1016312.875000 Penalty: 3030.163330
	Iteration 17Q: 3 clusters Score -1016313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1016316.687500 Penalty: 3030.163330
	Iteration 18Q: 3 clusters Score -1016317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1016316.312500 Penalty: 3030.163330
	Iteration 19Q: 3 clusters Score -1016316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1016334.000000 Penalty: 3030.163330
	Iteration 20F: 3 clusters Score -1016334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1016355.750000 Penalty: 3030.163330
	Iteration 21Q: 3 clusters Score -1016356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1016373.750000 Penalty: 3030.163330
	Iteration 22Q: 3 clusters Score -1016374 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1016400.125000 Penalty: 3030.163330
	Iteration 23Q: 3 clusters Score -1016400 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1016424.625000 Penalty: 3030.163330
	Iteration 24Q: 3 clusters Score -1016425 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1016462.812500 Penalty: 3030.163330
	Iteration 25Q: 3 clusters Score -1016463 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1016498.062500 Penalty: 3030.163330
	Iteration 26Q: 3 clusters Score -1016498 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1016525.187500 Penalty: 3030.163330
	Iteration 27Q: 3 clusters Score -1016525 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1016539.250000 Penalty: 3030.163330
	Iteration 28Q: 3 clusters Score -1016539 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1016547.062500 Penalty: 3030.163330
	Iteration 29Q: 3 clusters Score -1016547 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1016552.125000 Penalty: 3030.163330
	Iteration 30Q: 3 clusters Score -1016552 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1016553.875000 Penalty: 3030.163330
	Iteration 31Q: 3 clusters Score -1016554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1016558.500000 Penalty: 3030.163330
	Iteration 32Q: 3 clusters Score -1016558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1016561.437500 Penalty: 3030.163330
	Iteration 33Q: 3 clusters Score -1016561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1016563.000000 Penalty: 3030.163330
	Iteration 34Q: 3 clusters Score -1016563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1016562.500000 Penalty: 3030.163330
	Iteration 35Q: 3 clusters Score -1016562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1016563.875000 Penalty: 3030.163330
	Iteration 36Q: 3 clusters Score -1016564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1016566.875000 Penalty: 3030.163330
	Iteration 37Q: 3 clusters Score -1016567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1016565.437500 Penalty: 3030.163330
	Iteration 38Q: 3 clusters Score -1016565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1016568.062500 Penalty: 3030.163330
	Iteration 39Q: 3 clusters Score -1016568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1016568.875000 Penalty: 3030.163330
	Iteration 40F: 3 clusters Score -1016569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1016568.125000 Penalty: 3030.163330
	Iteration 41Q: 3 clusters Score -1016568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1016567.812500 Penalty: 3030.163330
	Iteration 42Q: 3 clusters Score -1016568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1016566.437500 Penalty: 3030.163330
	Iteration 43Q: 3 clusters Score -1016566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1016566.437500 Penalty: 3030.163330
	Iteration 44F: 3 clusters Score -1016566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 74469 members 
Mstep: Class 2 contains 9337 members 
Mstep: Class 3 contains 55983 members 
Mstep: Class 4 contains 11701 members 
Mstep: Class 5 contains 7748 members 
Mstep: Class 6 contains 13390 members 
Mstep: Class 7 contains 80370 members 
Mstep: Class 8 contains 12706 members 
Mstep: Class 9 contains 8259 members 
Mstep: Class 10 contains 52369 members 
Mstep: Class 11 contains 46738 members 
Mstep: Class 12 contains 86550 members 
Mstep: Class 13 contains 140487 members 
Mstep: Class 14 contains 134301 members 
Mstep: Class 15 contains 64811 members 
Mstep: Class 16 contains 15210 members 
Mstep: Class 17 contains 28359 members 
Mstep: Class 18 contains 43934 members 
Mstep: Class 19 contains 64321 members 
Mstep: Class 20 contains 3805 members 
Mstep: Class 21 contains 3451 members 
Entering Unmasked Estep 
Score: -84337880.000000 Penalty: 47000.179688
Splitting cluster 5 changes total score from -84312040.000000 to -84337880.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 6 (13390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Entering Unmasked Estep 
Score: -1107166.250000 Penalty: 1544.117798
	Iteration 0F: 2 clusters Score -1107166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1098011.375000 Penalty: 3088.235596
	Iteration 0F: 3 clusters Score -1098011 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1102991.250000 Penalty: 3088.235596
	Iteration 1F: 3 clusters Score -1102991 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1107537.875000 Penalty: 3088.235596
	Iteration 2F: 3 clusters Score -1107538 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1112235.875000 Penalty: 3088.235596
	Iteration 3F: 3 clusters Score -1112236 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1114251.375000 Penalty: 3088.235596
	Iteration 4F: 3 clusters Score -1114251 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1114732.875000 Penalty: 3088.235596
	Iteration 5Q: 3 clusters Score -1114733 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1114876.500000 Penalty: 3088.235596
	Iteration 6Q: 3 clusters Score -1114876 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1114937.125000 Penalty: 3088.235596
	Iteration 7Q: 3 clusters Score -1114937 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1114957.500000 Penalty: 3088.235596
	Iteration 8Q: 3 clusters Score -1114958 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1114965.500000 Penalty: 3088.235596
	Iteration 9Q: 3 clusters Score -1114966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1114972.125000 Penalty: 3088.235596
	Iteration 10Q: 3 clusters Score -1114972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1114973.375000 Penalty: 3088.235596
	Iteration 11Q: 3 clusters Score -1114973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1114974.000000 Penalty: 3088.235596
	Iteration 12Q: 3 clusters Score -1114974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1114971.500000 Penalty: 3088.235596
	Iteration 13Q: 3 clusters Score -1114972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1114970.125000 Penalty: 3088.235596
	Iteration 14Q: 3 clusters Score -1114970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1114971.375000 Penalty: 3088.235596
	Iteration 15Q: 3 clusters Score -1114971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1114974.500000 Penalty: 3088.235596
	Iteration 16Q: 3 clusters Score -1114974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1114973.750000 Penalty: 3088.235596
	Iteration 17Q: 3 clusters Score -1114974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1114973.750000 Penalty: 3088.235596
	Iteration 18F: 3 clusters Score -1114974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 74469 members 
Mstep: Class 2 contains 9337 members 
Mstep: Class 3 contains 55983 members 
Mstep: Class 4 contains 11701 members 
Mstep: Class 5 contains 7748 members 
Mstep: Class 6 contains 2702 members 
Mstep: Class 7 contains 80370 members 
Mstep: Class 8 contains 12706 members 
Mstep: Class 9 contains 8259 members 
Mstep: Class 10 contains 52369 members 
Mstep: Class 11 contains 46738 members 
Mstep: Class 12 contains 86550 members 
Mstep: Class 13 contains 140487 members 
Mstep: Class 14 contains 134301 members 
Mstep: Class 15 contains 64811 members 
Mstep: Class 16 contains 15210 members 
Mstep: Class 17 contains 28359 members 
Mstep: Class 18 contains 43934 members 
Mstep: Class 19 contains 64321 members 
Mstep: Class 20 contains 3805 members 
Mstep: Class 21 contains 3451 members 
Mstep: Class 22 contains 10688 members 
Entering Unmasked Estep 
Score: -84345104.000000 Penalty: 49238.285156
Splitting cluster 6 changes total score from -84312040.000000 to -84345104.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (80370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80370 members 
Entering Unmasked Estep 
Score: -7334292.000000 Penalty: 1835.339355
	Iteration 0F: 2 clusters Score -7334292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -7280625.500000 Penalty: 3670.678711
	Iteration 0F: 3 clusters Score -7280626 nChanged 38247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -7303191.000000 Penalty: 3670.678711
	Iteration 1F: 3 clusters Score -7303191 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -7304831.500000 Penalty: 3670.678711
	Iteration 2Q: 3 clusters Score -7304832 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -7307086.500000 Penalty: 3670.678711
	Iteration 3F: 3 clusters Score -7307086 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 47672 members 
Entering Unmasked Estep 
Score: -7310442.500000 Penalty: 3670.678711
	Iteration 4F: 3 clusters Score -7310442 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 51411 members 
Entering Unmasked Estep 
Score: -7314305.000000 Penalty: 3670.678711
	Iteration 5F: 3 clusters Score -7314305 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 55206 members 
Entering Unmasked Estep 
Score: -7318066.000000 Penalty: 3670.678711
	Iteration 6F: 3 clusters Score -7318066 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 58845 members 
Entering Unmasked Estep 
Score: -7321924.500000 Penalty: 3670.678711
	Iteration 7F: 3 clusters Score -7321924 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 62048 members 
Entering Unmasked Estep 
Score: -7326363.000000 Penalty: 3670.678711
	Iteration 8Q: 3 clusters Score -7326363 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 64541 members 
Entering Unmasked Estep 
Score: -7331108.500000 Penalty: 3670.678711
	Iteration 9Q: 3 clusters Score -7331108 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 66074 members 
Entering Unmasked Estep 
Score: -7333669.500000 Penalty: 3670.678711
	Iteration 10Q: 3 clusters Score -7333670 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 67164 members 
Entering Unmasked Estep 
Score: -7334811.500000 Penalty: 3670.678711
	Iteration 11Q: 3 clusters Score -7334812 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 67978 members 
Entering Unmasked Estep 
Score: -7335396.500000 Penalty: 3670.678711
	Iteration 12Q: 3 clusters Score -7335396 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 68578 members 
Entering Unmasked Estep 
Score: -7335724.000000 Penalty: 3670.678711
	Iteration 13Q: 3 clusters Score -7335724 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 69029 members 
Entering Unmasked Estep 
Score: -7335870.000000 Penalty: 3670.678711
	Iteration 14Q: 3 clusters Score -7335870 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 69402 members 
Entering Unmasked Estep 
Score: -7335953.000000 Penalty: 3670.678711
	Iteration 15Q: 3 clusters Score -7335953 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 69707 members 
Entering Unmasked Estep 
Score: -7336018.000000 Penalty: 3670.678711
	Iteration 16Q: 3 clusters Score -7336018 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 69945 members 
Entering Unmasked Estep 
Score: -7336049.000000 Penalty: 3670.678711
	Iteration 17Q: 3 clusters Score -7336049 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 70153 members 
Entering Unmasked Estep 
Score: -7336086.000000 Penalty: 3670.678711
	Iteration 18Q: 3 clusters Score -7336086 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 70318 members 
Entering Unmasked Estep 
Score: -7336130.500000 Penalty: 3670.678711
	Iteration 19Q: 3 clusters Score -7336130 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 70465 members 
Entering Unmasked Estep 
Score: -7336148.000000 Penalty: 3670.678711
	Iteration 20F: 3 clusters Score -7336148 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 70594 members 
Entering Unmasked Estep 
Score: -7336163.500000 Penalty: 3670.678711
	Iteration 21Q: 3 clusters Score -7336164 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 70698 members 
Entering Unmasked Estep 
Score: -7336178.000000 Penalty: 3670.678711
	Iteration 22Q: 3 clusters Score -7336178 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 70788 members 
Entering Unmasked Estep 
Score: -7336171.000000 Penalty: 3670.678711
	Iteration 23Q: 3 clusters Score -7336171 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 70862 members 
Entering Unmasked Estep 
Score: -7336183.500000 Penalty: 3670.678711
	Iteration 24Q: 3 clusters Score -7336184 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 70912 members 
Entering Unmasked Estep 
Score: -7336174.000000 Penalty: 3670.678711
	Iteration 25Q: 3 clusters Score -7336174 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 70967 members 
Entering Unmasked Estep 
Score: -7336186.500000 Penalty: 3670.678711
	Iteration 26Q: 3 clusters Score -7336186 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 71027 members 
Entering Unmasked Estep 
Score: -7336188.000000 Penalty: 3670.678711
	Iteration 27Q: 3 clusters Score -7336188 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 71083 members 
Entering Unmasked Estep 
Score: -7336191.500000 Penalty: 3670.678711
	Iteration 28Q: 3 clusters Score -7336192 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 71121 members 
Entering Unmasked Estep 
Score: -7336204.000000 Penalty: 3670.678711
	Iteration 29Q: 3 clusters Score -7336204 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 71160 members 
Entering Unmasked Estep 
Score: -7336212.000000 Penalty: 3670.678711
	Iteration 30Q: 3 clusters Score -7336212 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 71194 members 
Entering Unmasked Estep 
Score: -7336210.500000 Penalty: 3670.678711
	Iteration 31Q: 3 clusters Score -7336210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 71222 members 
Entering Unmasked Estep 
Score: -7336214.000000 Penalty: 3670.678711
	Iteration 32Q: 3 clusters Score -7336214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 71243 members 
Entering Unmasked Estep 
Score: -7336205.500000 Penalty: 3670.678711
	Iteration 33Q: 3 clusters Score -7336206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 71252 members 
Entering Unmasked Estep 
Score: -7336207.000000 Penalty: 3670.678711
	Iteration 34Q: 3 clusters Score -7336207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 71259 members 
Entering Unmasked Estep 
Score: -7336210.500000 Penalty: 3670.678711
	Iteration 35Q: 3 clusters Score -7336210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 71265 members 
Entering Unmasked Estep 
Score: -7336209.500000 Penalty: 3670.678711
	Iteration 36Q: 3 clusters Score -7336210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 71276 members 
Entering Unmasked Estep 
Score: -7336207.500000 Penalty: 3670.678711
	Iteration 37Q: 3 clusters Score -7336208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 71278 members 
Entering Unmasked Estep 
Score: -7336208.000000 Penalty: 3670.678711
	Iteration 38Q: 3 clusters Score -7336208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 71280 members 
Entering Unmasked Estep 
Score: -7336207.500000 Penalty: 3670.678711
	Iteration 39Q: 3 clusters Score -7336208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 71282 members 
Entering Unmasked Estep 
Score: -7336208.500000 Penalty: 3670.678711
	Iteration 40F: 3 clusters Score -7336208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 71283 members 
Entering Unmasked Estep 
Score: -7336212.000000 Penalty: 3670.678711
	Iteration 41Q: 3 clusters Score -7336212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 71284 members 
Entering Unmasked Estep 
Score: -7336213.000000 Penalty: 3670.678711
	Iteration 42Q: 3 clusters Score -7336213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 71285 members 
Entering Unmasked Estep 
Score: -7336209.500000 Penalty: 3670.678711
	Iteration 43Q: 3 clusters Score -7336210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 71285 members 
Entering Unmasked Estep 
Score: -7336209.500000 Penalty: 3670.678711
	Iteration 44F: 3 clusters Score -7336210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 74469 members 
Mstep: Class 2 contains 9337 members 
Mstep: Class 3 contains 55983 members 
Mstep: Class 4 contains 11701 members 
Mstep: Class 5 contains 7748 members 
Mstep: Class 6 contains 2702 members 
Mstep: Class 7 contains 9085 members 
Mstep: Class 8 contains 12706 members 
Mstep: Class 9 contains 8259 members 
Mstep: Class 10 contains 52369 members 
Mstep: Class 11 contains 46738 members 
Mstep: Class 12 contains 86550 members 
Mstep: Class 13 contains 140487 members 
Mstep: Class 14 contains 134301 members 
Mstep: Class 15 contains 64811 members 
Mstep: Class 16 contains 15210 members 
Mstep: Class 17 contains 28359 members 
Mstep: Class 18 contains 43934 members 
Mstep: Class 19 contains 64321 members 
Mstep: Class 20 contains 3805 members 
Mstep: Class 21 contains 3451 members 
Mstep: Class 22 contains 10688 members 
Mstep: Class 23 contains 71285 members 
Entering Unmasked Estep 
Score: -84346328.000000 Penalty: 51476.386719
Splitting cluster 7 changes total score from -84312040.000000 to -84346328.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 8 (12706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Entering Unmasked Estep 
Score: -1061496.375000 Penalty: 1535.597412
	Iteration 0F: 2 clusters Score -1061496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1052754.875000 Penalty: 3071.194824
	Iteration 0F: 3 clusters Score -1052755 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1056705.625000 Penalty: 3071.194824
	Iteration 1F: 3 clusters Score -1056706 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1058807.250000 Penalty: 3071.194824
	Iteration 2F: 3 clusters Score -1058807 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1061469.000000 Penalty: 3071.194824
	Iteration 3F: 3 clusters Score -1061469 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1063855.875000 Penalty: 3071.194824
	Iteration 4F: 3 clusters Score -1063856 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1064929.000000 Penalty: 3071.194824
	Iteration 5F: 3 clusters Score -1064929 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1065341.125000 Penalty: 3071.194824
	Iteration 6Q: 3 clusters Score -1065341 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1065553.375000 Penalty: 3071.194824
	Iteration 7Q: 3 clusters Score -1065553 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1065687.375000 Penalty: 3071.194824
	Iteration 8Q: 3 clusters Score -1065687 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1065780.625000 Penalty: 3071.194824
	Iteration 9Q: 3 clusters Score -1065781 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1065855.875000 Penalty: 3071.194824
	Iteration 10Q: 3 clusters Score -1065856 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1065932.375000 Penalty: 3071.194824
	Iteration 11Q: 3 clusters Score -1065932 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1066036.750000 Penalty: 3071.194824
	Iteration 12Q: 3 clusters Score -1066037 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1066315.875000 Penalty: 3071.194824
	Iteration 13Q: 3 clusters Score -1066316 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1066944.250000 Penalty: 3071.194824
	Iteration 14Q: 3 clusters Score -1066944 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1067371.125000 Penalty: 3071.194824
	Iteration 15Q: 3 clusters Score -1067371 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1067491.750000 Penalty: 3071.194824
	Iteration 16Q: 3 clusters Score -1067492 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1067534.625000 Penalty: 3071.194824
	Iteration 17Q: 3 clusters Score -1067535 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1067556.750000 Penalty: 3071.194824
	Iteration 18Q: 3 clusters Score -1067557 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1067573.875000 Penalty: 3071.194824
	Iteration 19Q: 3 clusters Score -1067574 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1067583.625000 Penalty: 3071.194824
	Iteration 20F: 3 clusters Score -1067584 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1067589.125000 Penalty: 3071.194824
	Iteration 21Q: 3 clusters Score -1067589 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1067596.875000 Penalty: 3071.194824
	Iteration 22Q: 3 clusters Score -1067597 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1067599.250000 Penalty: 3071.194824
	Iteration 23Q: 3 clusters Score -1067599 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1067608.250000 Penalty: 3071.194824
	Iteration 24Q: 3 clusters Score -1067608 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1067615.625000 Penalty: 3071.194824
	Iteration 25Q: 3 clusters Score -1067616 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1067619.375000 Penalty: 3071.194824
	Iteration 26Q: 3 clusters Score -1067619 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1067625.125000 Penalty: 3071.194824
	Iteration 27Q: 3 clusters Score -1067625 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1067630.250000 Penalty: 3071.194824
	Iteration 28Q: 3 clusters Score -1067630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1067635.625000 Penalty: 3071.194824
	Iteration 29Q: 3 clusters Score -1067636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1067638.375000 Penalty: 3071.194824
	Iteration 30Q: 3 clusters Score -1067638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1067638.250000 Penalty: 3071.194824
	Iteration 31Q: 3 clusters Score -1067638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1067642.375000 Penalty: 3071.194824
	Iteration 32Q: 3 clusters Score -1067642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1067646.375000 Penalty: 3071.194824
	Iteration 33Q: 3 clusters Score -1067646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1067644.125000 Penalty: 3071.194824
	Iteration 34Q: 3 clusters Score -1067644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1067645.500000 Penalty: 3071.194824
	Iteration 35Q: 3 clusters Score -1067646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1067645.875000 Penalty: 3071.194824
	Iteration 36Q: 3 clusters Score -1067646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1067646.500000 Penalty: 3071.194824
	Iteration 37Q: 3 clusters Score -1067646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1067649.125000 Penalty: 3071.194824
	Iteration 38Q: 3 clusters Score -1067649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1067654.125000 Penalty: 3071.194824
	Iteration 39Q: 3 clusters Score -1067654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1067655.250000 Penalty: 3071.194824
	Iteration 40F: 3 clusters Score -1067655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1067658.875000 Penalty: 3071.194824
	Iteration 41Q: 3 clusters Score -1067659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1067658.375000 Penalty: 3071.194824
	Iteration 42Q: 3 clusters Score -1067658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1067660.250000 Penalty: 3071.194824
	Iteration 43Q: 3 clusters Score -1067660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1067657.875000 Penalty: 3071.194824
	Iteration 44Q: 3 clusters Score -1067658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1067658.250000 Penalty: 3071.194824
	Iteration 45Q: 3 clusters Score -1067658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1067659.750000 Penalty: 3071.194824
	Iteration 46Q: 3 clusters Score -1067660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1067659.000000 Penalty: 3071.194824
	Iteration 47Q: 3 clusters Score -1067659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1067659.000000 Penalty: 3071.194824
	Iteration 48F: 3 clusters Score -1067659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 74469 members 
Mstep: Class 2 contains 9337 members 
Mstep: Class 3 contains 55983 members 
Mstep: Class 4 contains 11701 members 
Mstep: Class 5 contains 7748 members 
Mstep: Class 6 contains 2702 members 
Mstep: Class 7 contains 9085 members 
Mstep: Class 8 contains 6843 members 
Mstep: Class 9 contains 8259 members 
Mstep: Class 10 contains 52369 members 
Mstep: Class 11 contains 46738 members 
Mstep: Class 12 contains 86550 members 
Mstep: Class 13 contains 140487 members 
Mstep: Class 14 contains 134301 members 
Mstep: Class 15 contains 64811 members 
Mstep: Class 16 contains 15210 members 
Mstep: Class 17 contains 28359 members 
Mstep: Class 18 contains 43934 members 
Mstep: Class 19 contains 64321 members 
Mstep: Class 20 contains 3805 members 
Mstep: Class 21 contains 3451 members 
Mstep: Class 22 contains 10688 members 
Mstep: Class 23 contains 71285 members 
Mstep: Class 24 contains 5863 members 
Entering Unmasked Estep 
Score: -84351792.000000 Penalty: 53714.492188
Splitting cluster 8 changes total score from -84312040.000000 to -84351792.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (52369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52369 members 
Entering Unmasked Estep 
Score: -4836386.500000 Penalty: 1765.736328
	Iteration 0F: 2 clusters Score -4836386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -4801428.500000 Penalty: 3531.472656
	Iteration 0F: 3 clusters Score -4801428 nChanged 24600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -4815190.500000 Penalty: 3531.472656
	Iteration 1F: 3 clusters Score -4815190 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -4815717.500000 Penalty: 3531.472656
	Iteration 2Q: 3 clusters Score -4815718 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -4816188.000000 Penalty: 3531.472656
	Iteration 3Q: 3 clusters Score -4816188 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -4816747.500000 Penalty: 3531.472656
	Iteration 4Q: 3 clusters Score -4816748 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -4817400.500000 Penalty: 3531.472656
	Iteration 5Q: 3 clusters Score -4817400 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -4818341.500000 Penalty: 3531.472656
	Iteration 6Q: 3 clusters Score -4818342 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -4819791.000000 Penalty: 3531.472656
	Iteration 7Q: 3 clusters Score -4819791 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -4821918.500000 Penalty: 3531.472656
	Iteration 8F: 3 clusters Score -4821918 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -4824541.000000 Penalty: 3531.472656
	Iteration 9F: 3 clusters Score -4824541 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -4826949.500000 Penalty: 3531.472656
	Iteration 10F: 3 clusters Score -4826950 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
Score: -4828880.000000 Penalty: 3531.472656
	Iteration 11Q: 3 clusters Score -4828880 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -4830096.000000 Penalty: 3531.472656
	Iteration 12Q: 3 clusters Score -4830096 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 45777 members 
Entering Unmasked Estep 
Score: -4830933.500000 Penalty: 3531.472656
	Iteration 13Q: 3 clusters Score -4830934 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -4831656.500000 Penalty: 3531.472656
	Iteration 14Q: 3 clusters Score -4831656 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 47824 members 
Entering Unmasked Estep 
Score: -4832279.500000 Penalty: 3531.472656
	Iteration 15Q: 3 clusters Score -4832280 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 48625 members 
Entering Unmasked Estep 
Score: -4832760.000000 Penalty: 3531.472656
	Iteration 16Q: 3 clusters Score -4832760 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 49306 members 
Entering Unmasked Estep 
Score: -4833227.000000 Penalty: 3531.472656
	Iteration 17Q: 3 clusters Score -4833227 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 49902 members 
Entering Unmasked Estep 
Score: -4833605.500000 Penalty: 3531.472656
	Iteration 18Q: 3 clusters Score -4833606 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 50381 members 
Entering Unmasked Estep 
Score: -4833943.500000 Penalty: 3531.472656
	Iteration 19Q: 3 clusters Score -4833944 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 50767 members 
Entering Unmasked Estep 
Score: -4834167.000000 Penalty: 3531.472656
	Iteration 20F: 3 clusters Score -4834167 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 51056 members 
Entering Unmasked Estep 
Score: -4834373.500000 Penalty: 3531.472656
	Iteration 21Q: 3 clusters Score -4834374 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 51279 members 
Entering Unmasked Estep 
Score: -4834529.000000 Penalty: 3531.472656
	Iteration 22Q: 3 clusters Score -4834529 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 51456 members 
Entering Unmasked Estep 
Score: -4834653.500000 Penalty: 3531.472656
	Iteration 23Q: 3 clusters Score -4834654 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 51575 members 
Entering Unmasked Estep 
Score: -4834732.500000 Penalty: 3531.472656
	Iteration 24Q: 3 clusters Score -4834732 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 51646 members 
Entering Unmasked Estep 
Score: -4834804.500000 Penalty: 3531.472656
	Iteration 25Q: 3 clusters Score -4834804 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 51705 members 
Entering Unmasked Estep 
Score: -4834836.500000 Penalty: 3531.472656
	Iteration 26Q: 3 clusters Score -4834836 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 51750 members 
Entering Unmasked Estep 
Score: -4834865.500000 Penalty: 3531.472656
	Iteration 27Q: 3 clusters Score -4834866 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 51782 members 
Entering Unmasked Estep 
Score: -4834892.500000 Penalty: 3531.472656
	Iteration 28Q: 3 clusters Score -4834892 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 51809 members 
Entering Unmasked Estep 
Score: -4834921.000000 Penalty: 3531.472656
	Iteration 29Q: 3 clusters Score -4834921 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 51833 members 
Entering Unmasked Estep 
Score: -4834938.000000 Penalty: 3531.472656
	Iteration 30Q: 3 clusters Score -4834938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 51862 members 
Entering Unmasked Estep 
Score: -4834951.500000 Penalty: 3531.472656
	Iteration 31Q: 3 clusters Score -4834952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 51878 members 
Entering Unmasked Estep 
Score: -4834952.500000 Penalty: 3531.472656
	Iteration 32Q: 3 clusters Score -4834952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 51888 members 
Entering Unmasked Estep 
Score: -4834955.500000 Penalty: 3531.472656
	Iteration 33Q: 3 clusters Score -4834956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 51893 members 
Entering Unmasked Estep 
Score: -4834958.500000 Penalty: 3531.472656
	Iteration 34Q: 3 clusters Score -4834958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 51903 members 
Entering Unmasked Estep 
Score: -4834961.500000 Penalty: 3531.472656
	Iteration 35Q: 3 clusters Score -4834962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 51911 members 
Entering Unmasked Estep 
Score: -4834964.000000 Penalty: 3531.472656
	Iteration 36Q: 3 clusters Score -4834964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 51914 members 
Entering Unmasked Estep 
Score: -4834964.000000 Penalty: 3531.472656
	Iteration 37Q: 3 clusters Score -4834964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 51915 members 
Entering Unmasked Estep 
Score: -4834965.000000 Penalty: 3531.472656
	Iteration 38Q: 3 clusters Score -4834965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 51917 members 
Entering Unmasked Estep 
Score: -4834961.500000 Penalty: 3531.472656
	Iteration 39Q: 3 clusters Score -4834962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 51915 members 
Entering Unmasked Estep 
Score: -4834965.000000 Penalty: 3531.472656
	Iteration 40F: 3 clusters Score -4834965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 51916 members 
Entering Unmasked Estep 
Score: -4834963.000000 Penalty: 3531.472656
	Iteration 41Q: 3 clusters Score -4834963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 51917 members 
Entering Unmasked Estep 
Score: -4834963.500000 Penalty: 3531.472656
	Iteration 42Q: 3 clusters Score -4834964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 51917 members 
Entering Unmasked Estep 
Score: -4834963.500000 Penalty: 3531.472656
	Iteration 43F: 3 clusters Score -4834964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46738 members 
Entering Unmasked Estep 
Score: -3802499.750000 Penalty: 1747.250854
	Iteration 0F: 2 clusters Score -3802500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -3771383.250000 Penalty: 3494.501709
	Iteration 0F: 3 clusters Score -3771383 nChanged 21790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -3785802.500000 Penalty: 3494.501709
	Iteration 1F: 3 clusters Score -3785802 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -3789835.750000 Penalty: 3494.501709
	Iteration 2F: 3 clusters Score -3789836 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -3795063.750000 Penalty: 3494.501709
	Iteration 3F: 3 clusters Score -3795064 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -3798821.000000 Penalty: 3494.501709
	Iteration 4F: 3 clusters Score -3798821 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -3800421.250000 Penalty: 3494.501709
	Iteration 5F: 3 clusters Score -3800421 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -3801003.750000 Penalty: 3494.501709
	Iteration 6Q: 3 clusters Score -3801004 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -3801271.750000 Penalty: 3494.501709
	Iteration 7Q: 3 clusters Score -3801272 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -3801380.750000 Penalty: 3494.501709
	Iteration 8Q: 3 clusters Score -3801381 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -3801451.500000 Penalty: 3494.501709
	Iteration 9Q: 3 clusters Score -3801452 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -3801497.000000 Penalty: 3494.501709
	Iteration 10Q: 3 clusters Score -3801497 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -3801546.000000 Penalty: 3494.501709
	Iteration 11Q: 3 clusters Score -3801546 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -3801579.000000 Penalty: 3494.501709
	Iteration 12Q: 3 clusters Score -3801579 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -3801630.500000 Penalty: 3494.501709
	Iteration 13Q: 3 clusters Score -3801630 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -3801664.250000 Penalty: 3494.501709
	Iteration 14Q: 3 clusters Score -3801664 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -3801705.500000 Penalty: 3494.501709
	Iteration 15Q: 3 clusters Score -3801706 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -3801758.500000 Penalty: 3494.501709
	Iteration 16Q: 3 clusters Score -3801758 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -3801805.000000 Penalty: 3494.501709
	Iteration 17Q: 3 clusters Score -3801805 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -3801844.750000 Penalty: 3494.501709
	Iteration 18Q: 3 clusters Score -3801845 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -3801893.000000 Penalty: 3494.501709
	Iteration 19Q: 3 clusters Score -3801893 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -3801925.500000 Penalty: 3494.501709
	Iteration 20F: 3 clusters Score -3801926 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -3801954.000000 Penalty: 3494.501709
	Iteration 21Q: 3 clusters Score -3801954 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -3801990.500000 Penalty: 3494.501709
	Iteration 22Q: 3 clusters Score -3801990 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -3802015.250000 Penalty: 3494.501709
	Iteration 23Q: 3 clusters Score -3802015 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -3802053.000000 Penalty: 3494.501709
	Iteration 24Q: 3 clusters Score -3802053 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -3802104.750000 Penalty: 3494.501709
	Iteration 25Q: 3 clusters Score -3802105 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -3802143.250000 Penalty: 3494.501709
	Iteration 26Q: 3 clusters Score -3802143 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -3802189.000000 Penalty: 3494.501709
	Iteration 27Q: 3 clusters Score -3802189 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -3802231.500000 Penalty: 3494.501709
	Iteration 28Q: 3 clusters Score -3802232 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -3802265.750000 Penalty: 3494.501709
	Iteration 29Q: 3 clusters Score -3802266 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -3802299.000000 Penalty: 3494.501709
	Iteration 30Q: 3 clusters Score -3802299 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -3802340.500000 Penalty: 3494.501709
	Iteration 31Q: 3 clusters Score -3802340 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -3802381.500000 Penalty: 3494.501709
	Iteration 32Q: 3 clusters Score -3802382 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -3802429.000000 Penalty: 3494.501709
	Iteration 33Q: 3 clusters Score -3802429 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -3802491.000000 Penalty: 3494.501709
	Iteration 34Q: 3 clusters Score -3802491 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -3802524.000000 Penalty: 3494.501709
	Iteration 35Q: 3 clusters Score -3802524 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -3802581.000000 Penalty: 3494.501709
	Iteration 36Q: 3 clusters Score -3802581 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -3802632.500000 Penalty: 3494.501709
	Iteration 37Q: 3 clusters Score -3802632 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -3802711.500000 Penalty: 3494.501709
	Iteration 38Q: 3 clusters Score -3802712 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -3802774.500000 Penalty: 3494.501709
	Iteration 39Q: 3 clusters Score -3802774 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -3802842.750000 Penalty: 3494.501709
	Iteration 40F: 3 clusters Score -3802843 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -3802926.000000 Penalty: 3494.501709
	Iteration 41Q: 3 clusters Score -3802926 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -3803005.750000 Penalty: 3494.501709
	Iteration 42Q: 3 clusters Score -3803006 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -3803148.000000 Penalty: 3494.501709
	Iteration 43Q: 3 clusters Score -3803148 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -3803333.250000 Penalty: 3494.501709
	Iteration 44Q: 3 clusters Score -3803333 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -3803530.000000 Penalty: 3494.501709
	Iteration 45Q: 3 clusters Score -3803530 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -3803697.500000 Penalty: 3494.501709
	Iteration 46Q: 3 clusters Score -3803698 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39973 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -3803830.250000 Penalty: 3494.501709
	Iteration 47Q: 3 clusters Score -3803830 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -3803922.000000 Penalty: 3494.501709
	Iteration 48Q: 3 clusters Score -3803922 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -3803974.250000 Penalty: 3494.501709
	Iteration 49Q: 3 clusters Score -3803974 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -3804014.500000 Penalty: 3494.501709
	Iteration 50Q: 3 clusters Score -3804014 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -3804041.750000 Penalty: 3494.501709
	Iteration 51Q: 3 clusters Score -3804042 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -3804055.500000 Penalty: 3494.501709
	Iteration 52Q: 3 clusters Score -3804056 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -3804071.250000 Penalty: 3494.501709
	Iteration 53Q: 3 clusters Score -3804071 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -3804071.750000 Penalty: 3494.501709
	Iteration 54Q: 3 clusters Score -3804072 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -3804089.500000 Penalty: 3494.501709
	Iteration 55Q: 3 clusters Score -3804090 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -3804090.750000 Penalty: 3494.501709
	Iteration 56Q: 3 clusters Score -3804091 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -3804093.250000 Penalty: 3494.501709
	Iteration 57Q: 3 clusters Score -3804093 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -3804095.500000 Penalty: 3494.501709
	Iteration 58Q: 3 clusters Score -3804096 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -3804107.250000 Penalty: 3494.501709
	Iteration 59Q: 3 clusters Score -3804107 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -3804100.000000 Penalty: 3494.501709
	Iteration 60F: 3 clusters Score -3804100 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -3804107.250000 Penalty: 3494.501709
	Iteration 61Q: 3 clusters Score -3804107 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -3804108.750000 Penalty: 3494.501709
	Iteration 62Q: 3 clusters Score -3804109 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -3804102.750000 Penalty: 3494.501709
	Iteration 63Q: 3 clusters Score -3804103 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -3804107.000000 Penalty: 3494.501709
	Iteration 64Q: 3 clusters Score -3804107 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -3804113.750000 Penalty: 3494.501709
	Iteration 65Q: 3 clusters Score -3804114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -3804110.500000 Penalty: 3494.501709
	Iteration 66Q: 3 clusters Score -3804110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -3804119.000000 Penalty: 3494.501709
	Iteration 67Q: 3 clusters Score -3804119 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -3804117.250000 Penalty: 3494.501709
	Iteration 68Q: 3 clusters Score -3804117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41554 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -3804122.250000 Penalty: 3494.501709
	Iteration 69Q: 3 clusters Score -3804122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -3804124.250000 Penalty: 3494.501709
	Iteration 70Q: 3 clusters Score -3804124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -3804138.750000 Penalty: 3494.501709
	Iteration 71Q: 3 clusters Score -3804139 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -3804140.000000 Penalty: 3494.501709
	Iteration 72Q: 3 clusters Score -3804140 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -3804137.500000 Penalty: 3494.501709
	Iteration 73Q: 3 clusters Score -3804138 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -3804136.250000 Penalty: 3494.501709
	Iteration 74Q: 3 clusters Score -3804136 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -3804137.750000 Penalty: 3494.501709
	Iteration 75Q: 3 clusters Score -3804138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -3804147.250000 Penalty: 3494.501709
	Iteration 76Q: 3 clusters Score -3804147 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -3804146.000000 Penalty: 3494.501709
	Iteration 77Q: 3 clusters Score -3804146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -3804154.750000 Penalty: 3494.501709
	Iteration 78Q: 3 clusters Score -3804155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -3804156.000000 Penalty: 3494.501709
	Iteration 79Q: 3 clusters Score -3804156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -3804156.250000 Penalty: 3494.501709
	Iteration 80F: 3 clusters Score -3804156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -3804159.000000 Penalty: 3494.501709
	Iteration 81Q: 3 clusters Score -3804159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -3804162.500000 Penalty: 3494.501709
	Iteration 82Q: 3 clusters Score -3804162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -3804166.250000 Penalty: 3494.501709
	Iteration 83Q: 3 clusters Score -3804166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -3804160.250000 Penalty: 3494.501709
	Iteration 84Q: 3 clusters Score -3804160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -3804156.000000 Penalty: 3494.501709
	Iteration 85Q: 3 clusters Score -3804156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -3804157.250000 Penalty: 3494.501709
	Iteration 86Q: 3 clusters Score -3804157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -3804154.000000 Penalty: 3494.501709
	Iteration 87Q: 3 clusters Score -3804154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -3804160.250000 Penalty: 3494.501709
	Iteration 88Q: 3 clusters Score -3804160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -3804156.500000 Penalty: 3494.501709
	Iteration 89Q: 3 clusters Score -3804156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -3804150.750000 Penalty: 3494.501709
	Iteration 90Q: 3 clusters Score -3804151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -3804165.000000 Penalty: 3494.501709
	Iteration 91Q: 3 clusters Score -3804165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -3804166.750000 Penalty: 3494.501709
	Iteration 92Q: 3 clusters Score -3804167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -3804165.750000 Penalty: 3494.501709
	Iteration 93Q: 3 clusters Score -3804166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -3804165.750000 Penalty: 3494.501709
	Iteration 94Q: 3 clusters Score -3804166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -3804165.000000 Penalty: 3494.501709
	Iteration 95Q: 3 clusters Score -3804165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -3804165.750000 Penalty: 3494.501709
	Iteration 96Q: 3 clusters Score -3804166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -3804167.750000 Penalty: 3494.501709
	Iteration 97Q: 3 clusters Score -3804168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -3804167.750000 Penalty: 3494.501709
	Iteration 98Q: 3 clusters Score -3804168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42057 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -3804167.000000 Penalty: 3494.501709
	Iteration 99Q: 3 clusters Score -3804167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42057 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -3804166.250000 Penalty: 3494.501709
	Iteration 100F: 3 clusters Score -3804166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 74469 members 
Mstep: Class 2 contains 9337 members 
Mstep: Class 3 contains 55983 members 
Mstep: Class 4 contains 11701 members 
Mstep: Class 5 contains 7748 members 
Mstep: Class 6 contains 2702 members 
Mstep: Class 7 contains 9085 members 
Mstep: Class 8 contains 6843 members 
Mstep: Class 9 contains 8259 members 
Mstep: Class 10 contains 52369 members 
Mstep: Class 11 contains 42057 members 
Mstep: Class 12 contains 86550 members 
Mstep: Class 13 contains 140487 members 
Mstep: Class 14 contains 134301 members 
Mstep: Class 15 contains 64811 members 
Mstep: Class 16 contains 15210 members 
Mstep: Class 17 contains 28359 members 
Mstep: Class 18 contains 43934 members 
Mstep: Class 19 contains 64321 members 
Mstep: Class 20 contains 3805 members 
Mstep: Class 21 contains 3451 members 
Mstep: Class 22 contains 10688 members 
Mstep: Class 23 contains 71285 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 4681 members 
Entering Unmasked Estep 
Score: -84352992.000000 Penalty: 55952.593750
Splitting cluster 11 changes total score from -84312040.000000 to -84352992.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (86550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86550 members 
Entering Unmasked Estep 
Score: -7962306.500000 Penalty: 1847.377686
	Iteration 0F: 2 clusters Score -7962306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -7904434.500000 Penalty: 3694.755371
	Iteration 0F: 3 clusters Score -7904434 nChanged 41246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -7928793.000000 Penalty: 3694.755371
	Iteration 1F: 3 clusters Score -7928793 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -7929673.000000 Penalty: 3694.755371
	Iteration 2Q: 3 clusters Score -7929673 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -7930642.500000 Penalty: 3694.755371
	Iteration 3Q: 3 clusters Score -7930642 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -7931753.500000 Penalty: 3694.755371
	Iteration 4Q: 3 clusters Score -7931754 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -7932952.000000 Penalty: 3694.755371
	Iteration 5Q: 3 clusters Score -7932952 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 45696 members 
Entering Unmasked Estep 
Score: -7934222.500000 Penalty: 3694.755371
	Iteration 6Q: 3 clusters Score -7934222 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 47073 members 
Entering Unmasked Estep 
Score: -7935618.500000 Penalty: 3694.755371
	Iteration 7Q: 3 clusters Score -7935618 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 48979 members 
Entering Unmasked Estep 
Score: -7937357.500000 Penalty: 3694.755371
	Iteration 8Q: 3 clusters Score -7937358 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 51451 members 
Entering Unmasked Estep 
Score: -7939347.000000 Penalty: 3694.755371
	Iteration 9Q: 3 clusters Score -7939347 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 54289 members 
Entering Unmasked Estep 
Score: -7941706.000000 Penalty: 3694.755371
	Iteration 10Q: 3 clusters Score -7941706 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 57340 members 
Entering Unmasked Estep 
Score: -7944293.500000 Penalty: 3694.755371
	Iteration 11Q: 3 clusters Score -7944294 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 60428 members 
Entering Unmasked Estep 
Score: -7946624.500000 Penalty: 3694.755371
	Iteration 12Q: 3 clusters Score -7946624 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 63264 members 
Entering Unmasked Estep 
Score: -7948600.000000 Penalty: 3694.755371
	Iteration 13Q: 3 clusters Score -7948600 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 65932 members 
Entering Unmasked Estep 
Score: -7950129.000000 Penalty: 3694.755371
	Iteration 14Q: 3 clusters Score -7950129 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 68334 members 
Entering Unmasked Estep 
Score: -7951352.000000 Penalty: 3694.755371
	Iteration 15Q: 3 clusters Score -7951352 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 70663 members 
Entering Unmasked Estep 
Score: -7952577.500000 Penalty: 3694.755371
	Iteration 16Q: 3 clusters Score -7952578 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 73002 members 
Entering Unmasked Estep 
Score: -7953849.500000 Penalty: 3694.755371
	Iteration 17Q: 3 clusters Score -7953850 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 75319 members 
Entering Unmasked Estep 
Score: -7955297.000000 Penalty: 3694.755371
	Iteration 18Q: 3 clusters Score -7955297 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 77516 members 
Entering Unmasked Estep 
Score: -7956855.000000 Penalty: 3694.755371
	Iteration 19Q: 3 clusters Score -7956855 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 79469 members 
Entering Unmasked Estep 
Score: -7958400.000000 Penalty: 3694.755371
	Iteration 20F: 3 clusters Score -7958400 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 81107 members 
Entering Unmasked Estep 
Score: -7959936.000000 Penalty: 3694.755371
	Iteration 21Q: 3 clusters Score -7959936 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 82298 members 
Entering Unmasked Estep 
Score: -7961048.500000 Penalty: 3694.755371
	Iteration 22Q: 3 clusters Score -7961048 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 83091 members 
Entering Unmasked Estep 
Score: -7961808.500000 Penalty: 3694.755371
	Iteration 23Q: 3 clusters Score -7961808 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 83602 members 
Entering Unmasked Estep 
Score: -7962296.000000 Penalty: 3694.755371
	Iteration 24Q: 3 clusters Score -7962296 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 83954 members 
Entering Unmasked Estep 
Score: -7962591.500000 Penalty: 3694.755371
	Iteration 25Q: 3 clusters Score -7962592 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 84186 members 
Entering Unmasked Estep 
Score: -7962733.000000 Penalty: 3694.755371
	Iteration 26Q: 3 clusters Score -7962733 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 84333 members 
Entering Unmasked Estep 
Score: -7962818.500000 Penalty: 3694.755371
	Iteration 27Q: 3 clusters Score -7962818 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 84437 members 
Entering Unmasked Estep 
Score: -7962856.000000 Penalty: 3694.755371
	Iteration 28Q: 3 clusters Score -7962856 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 84526 members 
Entering Unmasked Estep 
Score: -7962870.000000 Penalty: 3694.755371
	Iteration 29Q: 3 clusters Score -7962870 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 84579 members 
Entering Unmasked Estep 
Score: -7962892.000000 Penalty: 3694.755371
	Iteration 30Q: 3 clusters Score -7962892 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 84621 members 
Entering Unmasked Estep 
Score: -7962901.500000 Penalty: 3694.755371
	Iteration 31Q: 3 clusters Score -7962902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 84643 members 
Entering Unmasked Estep 
Score: -7962907.500000 Penalty: 3694.755371
	Iteration 32Q: 3 clusters Score -7962908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 84655 members 
Entering Unmasked Estep 
Score: -7962918.000000 Penalty: 3694.755371
	Iteration 33Q: 3 clusters Score -7962918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 84666 members 
Entering Unmasked Estep 
Score: -7962915.500000 Penalty: 3694.755371
	Iteration 34Q: 3 clusters Score -7962916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 84671 members 
Entering Unmasked Estep 
Score: -7962923.000000 Penalty: 3694.755371
	Iteration 35Q: 3 clusters Score -7962923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 84674 members 
Entering Unmasked Estep 
Score: -7962923.000000 Penalty: 3694.755371
	Iteration 36Q: 3 clusters Score -7962923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 84677 members 
Entering Unmasked Estep 
Score: -7962923.500000 Penalty: 3694.755371
	Iteration 37Q: 3 clusters Score -7962924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 84680 members 
Entering Unmasked Estep 
Score: -7962923.000000 Penalty: 3694.755371
	Iteration 38Q: 3 clusters Score -7962923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 84681 members 
Entering Unmasked Estep 
Score: -7962925.500000 Penalty: 3694.755371
	Iteration 39Q: 3 clusters Score -7962926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 84682 members 
Entering Unmasked Estep 
Score: -7962922.000000 Penalty: 3694.755371
	Iteration 40F: 3 clusters Score -7962922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 74469 members 
Mstep: Class 2 contains 9337 members 
Mstep: Class 3 contains 55983 members 
Mstep: Class 4 contains 11701 members 
Mstep: Class 5 contains 7748 members 
Mstep: Class 6 contains 2702 members 
Mstep: Class 7 contains 9085 members 
Mstep: Class 8 contains 6843 members 
Mstep: Class 9 contains 8259 members 
Mstep: Class 10 contains 52369 members 
Mstep: Class 11 contains 42057 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 140487 members 
Mstep: Class 14 contains 134301 members 
Mstep: Class 15 contains 64811 members 
Mstep: Class 16 contains 15210 members 
Mstep: Class 17 contains 28359 members 
Mstep: Class 18 contains 43934 members 
Mstep: Class 19 contains 64321 members 
Mstep: Class 20 contains 3805 members 
Mstep: Class 21 contains 3451 members 
Mstep: Class 22 contains 10688 members 
Mstep: Class 23 contains 71285 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 4681 members 
Mstep: Class 26 contains 84682 members 
Entering Unmasked Estep 
Score: -84353152.000000 Penalty: 58190.699219
Splitting cluster 12 changes total score from -84312040.000000 to -84353152.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (140487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140487 members 
Entering Unmasked Estep 
Score: -13246491.000000 Penalty: 1926.091431
	Iteration 0F: 2 clusters Score -1.324649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70220 members 
Mstep: Class 2 contains 70267 members 
Entering Unmasked Estep 
Score: -13152905.000000 Penalty: 3852.182861
	Iteration 0F: 3 clusters Score -1.31529e+07 nChanged 67509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70195 members 
Mstep: Class 2 contains 70292 members 
Entering Unmasked Estep 
Score: -13192460.000000 Penalty: 3852.182861
	Iteration 1F: 3 clusters Score -1.319246e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69844 members 
Mstep: Class 2 contains 70643 members 
Entering Unmasked Estep 
Score: -13193991.000000 Penalty: 3852.182861
	Iteration 2Q: 3 clusters Score -1.319399e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68941 members 
Mstep: Class 2 contains 71546 members 
Entering Unmasked Estep 
Score: -13196200.000000 Penalty: 3852.182861
	Iteration 3Q: 3 clusters Score -1.31962e+07 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67177 members 
Mstep: Class 2 contains 73310 members 
Entering Unmasked Estep 
Score: -13199855.000000 Penalty: 3852.182861
	Iteration 4F: 3 clusters Score -1.319986e+07 nChanged 8921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64456 members 
Mstep: Class 2 contains 76031 members 
Entering Unmasked Estep 
Score: -13205658.000000 Penalty: 3852.182861
	Iteration 5F: 3 clusters Score -1.320566e+07 nChanged 10823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61249 members 
Mstep: Class 2 contains 79238 members 
Entering Unmasked Estep 
Score: -13214776.000000 Penalty: 3852.182861
	Iteration 6F: 3 clusters Score -1.321478e+07 nChanged 11377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58568 members 
Mstep: Class 2 contains 81919 members 
Entering Unmasked Estep 
Score: -13225202.000000 Penalty: 3852.182861
	Iteration 7F: 3 clusters Score -1.32252e+07 nChanged 9543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57019 members 
Mstep: Class 2 contains 83468 members 
Entering Unmasked Estep 
Score: -13233031.000000 Penalty: 3852.182861
	Iteration 8F: 3 clusters Score -1.323303e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56162 members 
Mstep: Class 2 contains 84325 members 
Entering Unmasked Estep 
Score: -13237019.000000 Penalty: 3852.182861
	Iteration 9Q: 3 clusters Score -1.323702e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55187 members 
Mstep: Class 2 contains 85300 members 
Entering Unmasked Estep 
Score: -13239050.000000 Penalty: 3852.182861
	Iteration 10Q: 3 clusters Score -1.323905e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54023 members 
Mstep: Class 2 contains 86464 members 
Entering Unmasked Estep 
Score: -13240258.000000 Penalty: 3852.182861
	Iteration 11Q: 3 clusters Score -1.324026e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52701 members 
Mstep: Class 2 contains 87786 members 
Entering Unmasked Estep 
Score: -13241096.000000 Penalty: 3852.182861
	Iteration 12Q: 3 clusters Score -1.32411e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51387 members 
Mstep: Class 2 contains 89100 members 
Entering Unmasked Estep 
Score: -13241649.000000 Penalty: 3852.182861
	Iteration 13Q: 3 clusters Score -1.324165e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50066 members 
Mstep: Class 2 contains 90421 members 
Entering Unmasked Estep 
Score: -13242152.000000 Penalty: 3852.182861
	Iteration 14Q: 3 clusters Score -1.324215e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 91623 members 
Entering Unmasked Estep 
Score: -13242665.000000 Penalty: 3852.182861
	Iteration 15Q: 3 clusters Score -1.324266e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 92767 members 
Entering Unmasked Estep 
Score: -13243032.000000 Penalty: 3852.182861
	Iteration 16Q: 3 clusters Score -1.324303e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 93814 members 
Entering Unmasked Estep 
Score: -13243266.000000 Penalty: 3852.182861
	Iteration 17Q: 3 clusters Score -1.324327e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45796 members 
Mstep: Class 2 contains 94691 members 
Entering Unmasked Estep 
Score: -13243414.000000 Penalty: 3852.182861
	Iteration 18Q: 3 clusters Score -1.324341e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 95453 members 
Entering Unmasked Estep 
Score: -13243567.000000 Penalty: 3852.182861
	Iteration 19Q: 3 clusters Score -1.324357e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 96133 members 
Entering Unmasked Estep 
Score: -13243648.000000 Penalty: 3852.182861
	Iteration 20F: 3 clusters Score -1.324365e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43728 members 
Mstep: Class 2 contains 96759 members 
Entering Unmasked Estep 
Score: -13243705.000000 Penalty: 3852.182861
	Iteration 21Q: 3 clusters Score -1.32437e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 97315 members 
Entering Unmasked Estep 
Score: -13243758.000000 Penalty: 3852.182861
	Iteration 22Q: 3 clusters Score -1.324376e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 97773 members 
Entering Unmasked Estep 
Score: -13243777.000000 Penalty: 3852.182861
	Iteration 23Q: 3 clusters Score -1.324378e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 98190 members 
Entering Unmasked Estep 
Score: -13243852.000000 Penalty: 3852.182861
	Iteration 24Q: 3 clusters Score -1.324385e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 98569 members 
Entering Unmasked Estep 
Score: -13243883.000000 Penalty: 3852.182861
	Iteration 25Q: 3 clusters Score -1.324388e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 98875 members 
Entering Unmasked Estep 
Score: -13243887.000000 Penalty: 3852.182861
	Iteration 26Q: 3 clusters Score -1.324389e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 99135 members 
Entering Unmasked Estep 
Score: -13243911.000000 Penalty: 3852.182861
	Iteration 27Q: 3 clusters Score -1.324391e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 99360 members 
Entering Unmasked Estep 
Score: -13243935.000000 Penalty: 3852.182861
	Iteration 28Q: 3 clusters Score -1.324394e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 99570 members 
Entering Unmasked Estep 
Score: -13243945.000000 Penalty: 3852.182861
	Iteration 29Q: 3 clusters Score -1.324394e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 99767 members 
Entering Unmasked Estep 
Score: -13243961.000000 Penalty: 3852.182861
	Iteration 30Q: 3 clusters Score -1.324396e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 99956 members 
Entering Unmasked Estep 
Score: -13243999.000000 Penalty: 3852.182861
	Iteration 31Q: 3 clusters Score -1.3244e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 100119 members 
Entering Unmasked Estep 
Score: -13243997.000000 Penalty: 3852.182861
	Iteration 32Q: 3 clusters Score -1.3244e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 100263 members 
Entering Unmasked Estep 
Score: -13243970.000000 Penalty: 3852.182861
	Iteration 33Q: 3 clusters Score -1.324397e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 100385 members 
Entering Unmasked Estep 
Score: -13243975.000000 Penalty: 3852.182861
	Iteration 34Q: 3 clusters Score -1.324398e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 100494 members 
Entering Unmasked Estep 
Score: -13243992.000000 Penalty: 3852.182861
	Iteration 35Q: 3 clusters Score -1.324399e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 100593 members 
Entering Unmasked Estep 
Score: -13244029.000000 Penalty: 3852.182861
	Iteration 36Q: 3 clusters Score -1.324403e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 100686 members 
Entering Unmasked Estep 
Score: -13244023.000000 Penalty: 3852.182861
	Iteration 37Q: 3 clusters Score -1.324402e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 100797 members 
Entering Unmasked Estep 
Score: -13244058.000000 Penalty: 3852.182861
	Iteration 38Q: 3 clusters Score -1.324406e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 100908 members 
Entering Unmasked Estep 
Score: -13244031.000000 Penalty: 3852.182861
	Iteration 39Q: 3 clusters Score -1.324403e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 101021 members 
Entering Unmasked Estep 
Score: -13244013.000000 Penalty: 3852.182861
	Iteration 40F: 3 clusters Score -1.324401e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 101123 members 
Entering Unmasked Estep 
Score: -13244050.000000 Penalty: 3852.182861
	Iteration 41Q: 3 clusters Score -1.324405e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 101211 members 
Entering Unmasked Estep 
Score: -13244070.000000 Penalty: 3852.182861
	Iteration 42Q: 3 clusters Score -1.324407e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 101285 members 
Entering Unmasked Estep 
Score: -13244056.000000 Penalty: 3852.182861
	Iteration 43Q: 3 clusters Score -1.324406e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 101360 members 
Entering Unmasked Estep 
Score: -13244084.000000 Penalty: 3852.182861
	Iteration 44Q: 3 clusters Score -1.324408e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 101424 members 
Entering Unmasked Estep 
Score: -13244057.000000 Penalty: 3852.182861
	Iteration 45Q: 3 clusters Score -1.324406e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 101485 members 
Entering Unmasked Estep 
Score: -13244059.000000 Penalty: 3852.182861
	Iteration 46Q: 3 clusters Score -1.324406e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 101548 members 
Entering Unmasked Estep 
Score: -13244063.000000 Penalty: 3852.182861
	Iteration 47Q: 3 clusters Score -1.324406e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 101589 members 
Entering Unmasked Estep 
Score: -13244063.000000 Penalty: 3852.182861
	Iteration 48Q: 3 clusters Score -1.324406e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 101623 members 
Entering Unmasked Estep 
Score: -13244048.000000 Penalty: 3852.182861
	Iteration 49Q: 3 clusters Score -1.324405e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 101663 members 
Entering Unmasked Estep 
Score: -13244050.000000 Penalty: 3852.182861
	Iteration 50Q: 3 clusters Score -1.324405e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 101693 members 
Entering Unmasked Estep 
Score: -13244066.000000 Penalty: 3852.182861
	Iteration 51Q: 3 clusters Score -1.324407e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 101720 members 
Entering Unmasked Estep 
Score: -13244064.000000 Penalty: 3852.182861
	Iteration 52Q: 3 clusters Score -1.324406e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 101747 members 
Entering Unmasked Estep 
Score: -13244071.000000 Penalty: 3852.182861
	Iteration 53Q: 3 clusters Score -1.324407e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 101762 members 
Entering Unmasked Estep 
Score: -13244057.000000 Penalty: 3852.182861
	Iteration 54Q: 3 clusters Score -1.324406e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38713 members 
Mstep: Class 2 contains 101774 members 
Entering Unmasked Estep 
Score: -13244068.000000 Penalty: 3852.182861
	Iteration 55Q: 3 clusters Score -1.324407e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 101785 members 
Entering Unmasked Estep 
Score: -13244071.000000 Penalty: 3852.182861
	Iteration 56Q: 3 clusters Score -1.324407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 101790 members 
Entering Unmasked Estep 
Score: -13244069.000000 Penalty: 3852.182861
	Iteration 57Q: 3 clusters Score -1.324407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 101795 members 
Entering Unmasked Estep 
Score: -13244067.000000 Penalty: 3852.182861
	Iteration 58Q: 3 clusters Score -1.324407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 101797 members 
Entering Unmasked Estep 
Score: -13244071.000000 Penalty: 3852.182861
	Iteration 59Q: 3 clusters Score -1.324407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 101799 members 
Entering Unmasked Estep 
Score: -13244071.000000 Penalty: 3852.182861
	Iteration 60F: 3 clusters Score -1.324407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 101804 members 
Entering Unmasked Estep 
Score: -13244072.000000 Penalty: 3852.182861
	Iteration 61Q: 3 clusters Score -1.324407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 101809 members 
Entering Unmasked Estep 
Score: -13244060.000000 Penalty: 3852.182861
	Iteration 62Q: 3 clusters Score -1.324406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 101812 members 
Entering Unmasked Estep 
Score: -13244060.000000 Penalty: 3852.182861
	Iteration 63Q: 3 clusters Score -1.324406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 101817 members 
Entering Unmasked Estep 
Score: -13244056.000000 Penalty: 3852.182861
	Iteration 64Q: 3 clusters Score -1.324406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 101822 members 
Entering Unmasked Estep 
Score: -13244067.000000 Penalty: 3852.182861
	Iteration 65Q: 3 clusters Score -1.324407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 101829 members 
Entering Unmasked Estep 
Score: -13244069.000000 Penalty: 3852.182861
	Iteration 66Q: 3 clusters Score -1.324407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 101831 members 
Entering Unmasked Estep 
Score: -13244072.000000 Penalty: 3852.182861
	Iteration 67Q: 3 clusters Score -1.324407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 101834 members 
Entering Unmasked Estep 
Score: -13244074.000000 Penalty: 3852.182861
	Iteration 68Q: 3 clusters Score -1.324407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 101839 members 
Entering Unmasked Estep 
Score: -13244081.000000 Penalty: 3852.182861
	Iteration 69Q: 3 clusters Score -1.324408e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 101846 members 
Entering Unmasked Estep 
Score: -13244076.000000 Penalty: 3852.182861
	Iteration 70Q: 3 clusters Score -1.324408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 101851 members 
Entering Unmasked Estep 
Score: -13244095.000000 Penalty: 3852.182861
	Iteration 71Q: 3 clusters Score -1.32441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 101852 members 
Entering Unmasked Estep 
Score: -13244093.000000 Penalty: 3852.182861
	Iteration 72Q: 3 clusters Score -1.324409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 101854 members 
Entering Unmasked Estep 
Score: -13244097.000000 Penalty: 3852.182861
	Iteration 73Q: 3 clusters Score -1.32441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 101855 members 
Entering Unmasked Estep 
Score: -13244088.000000 Penalty: 3852.182861
	Iteration 74Q: 3 clusters Score -1.324409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 101856 members 
Entering Unmasked Estep 
Score: -13244091.000000 Penalty: 3852.182861
	Iteration 75Q: 3 clusters Score -1.324409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 101856 members 
Entering Unmasked Estep 
Score: -13244091.000000 Penalty: 3852.182861
	Iteration 76F: 3 clusters Score -1.324409e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (134301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134301 members 
Entering Unmasked Estep 
Score: -12290944.000000 Penalty: 1918.773804
	Iteration 0F: 2 clusters Score -1.229094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67222 members 
Mstep: Class 2 contains 67079 members 
Entering Unmasked Estep 
Score: -12201113.000000 Penalty: 3837.547607
	Iteration 0F: 3 clusters Score -1.220111e+07 nChanged 64546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70910 members 
Mstep: Class 2 contains 63391 members 
Entering Unmasked Estep 
Score: -12240796.000000 Penalty: 3837.547607
	Iteration 1F: 3 clusters Score -1.22408e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73931 members 
Mstep: Class 2 contains 60370 members 
Entering Unmasked Estep 
Score: -12243736.000000 Penalty: 3837.547607
	Iteration 2Q: 3 clusters Score -1.224374e+07 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77954 members 
Mstep: Class 2 contains 56347 members 
Entering Unmasked Estep 
Score: -12248012.000000 Penalty: 3837.547607
	Iteration 3F: 3 clusters Score -1.224801e+07 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82836 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -12253314.000000 Penalty: 3837.547607
	Iteration 4F: 3 clusters Score -1.225331e+07 nChanged 9440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88046 members 
Mstep: Class 2 contains 46255 members 
Entering Unmasked Estep 
Score: -12258764.000000 Penalty: 3837.547607
	Iteration 5F: 3 clusters Score -1.225876e+07 nChanged 8289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92977 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -12263107.000000 Penalty: 3837.547607
	Iteration 6F: 3 clusters Score -1.226311e+07 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97777 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -12266331.000000 Penalty: 3837.547607
	Iteration 7F: 3 clusters Score -1.226633e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102422 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -12268968.000000 Penalty: 3837.547607
	Iteration 8Q: 3 clusters Score -1.226897e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107136 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -12271608.000000 Penalty: 3837.547607
	Iteration 9Q: 3 clusters Score -1.227161e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111986 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -12274490.000000 Penalty: 3837.547607
	Iteration 10Q: 3 clusters Score -1.227449e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116913 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -12277663.000000 Penalty: 3837.547607
	Iteration 11Q: 3 clusters Score -1.227766e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121567 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -12281035.000000 Penalty: 3837.547607
	Iteration 12Q: 3 clusters Score -1.228104e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125376 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -12284387.000000 Penalty: 3837.547607
	Iteration 13Q: 3 clusters Score -1.228439e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127936 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -12287061.000000 Penalty: 3837.547607
	Iteration 14Q: 3 clusters Score -1.228706e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129258 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -12288729.000000 Penalty: 3837.547607
	Iteration 15Q: 3 clusters Score -1.228873e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129846 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -12289558.000000 Penalty: 3837.547607
	Iteration 16Q: 3 clusters Score -1.228956e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130097 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -12289970.000000 Penalty: 3837.547607
	Iteration 17Q: 3 clusters Score -1.228997e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130262 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -12290146.000000 Penalty: 3837.547607
	Iteration 18Q: 3 clusters Score -1.229015e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130408 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -12290246.000000 Penalty: 3837.547607
	Iteration 19Q: 3 clusters Score -1.229025e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130519 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -12290320.000000 Penalty: 3837.547607
	Iteration 20F: 3 clusters Score -1.229032e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130601 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -12290405.000000 Penalty: 3837.547607
	Iteration 21Q: 3 clusters Score -1.22904e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130692 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -12290524.000000 Penalty: 3837.547607
	Iteration 22Q: 3 clusters Score -1.229052e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130755 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -12290553.000000 Penalty: 3837.547607
	Iteration 23Q: 3 clusters Score -1.229055e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130797 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -12290611.000000 Penalty: 3837.547607
	Iteration 24Q: 3 clusters Score -1.229061e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130840 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -12290656.000000 Penalty: 3837.547607
	Iteration 25Q: 3 clusters Score -1.229066e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130870 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -12290685.000000 Penalty: 3837.547607
	Iteration 26Q: 3 clusters Score -1.229068e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130905 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -12290701.000000 Penalty: 3837.547607
	Iteration 27Q: 3 clusters Score -1.22907e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130922 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -12290740.000000 Penalty: 3837.547607
	Iteration 28Q: 3 clusters Score -1.229074e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130940 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -12290711.000000 Penalty: 3837.547607
	Iteration 29Q: 3 clusters Score -1.229071e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130948 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -12290707.000000 Penalty: 3837.547607
	Iteration 30Q: 3 clusters Score -1.229071e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130945 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -12290724.000000 Penalty: 3837.547607
	Iteration 31Q: 3 clusters Score -1.229072e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130935 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -12290723.000000 Penalty: 3837.547607
	Iteration 32Q: 3 clusters Score -1.229072e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130921 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -12290731.000000 Penalty: 3837.547607
	Iteration 33Q: 3 clusters Score -1.229073e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130923 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -12290735.000000 Penalty: 3837.547607
	Iteration 34Q: 3 clusters Score -1.229074e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130929 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -12290738.000000 Penalty: 3837.547607
	Iteration 35Q: 3 clusters Score -1.229074e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130925 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -12290732.000000 Penalty: 3837.547607
	Iteration 36Q: 3 clusters Score -1.229073e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130922 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -12290744.000000 Penalty: 3837.547607
	Iteration 37Q: 3 clusters Score -1.229074e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130914 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -12290746.000000 Penalty: 3837.547607
	Iteration 38Q: 3 clusters Score -1.229075e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130909 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -12290752.000000 Penalty: 3837.547607
	Iteration 39Q: 3 clusters Score -1.229075e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130898 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -12290763.000000 Penalty: 3837.547607
	Iteration 40F: 3 clusters Score -1.229076e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130877 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -12290764.000000 Penalty: 3837.547607
	Iteration 41Q: 3 clusters Score -1.229076e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130866 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -12290770.000000 Penalty: 3837.547607
	Iteration 42Q: 3 clusters Score -1.229077e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130858 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -12290785.000000 Penalty: 3837.547607
	Iteration 43Q: 3 clusters Score -1.229078e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130844 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -12290779.000000 Penalty: 3837.547607
	Iteration 44Q: 3 clusters Score -1.229078e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130837 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -12290778.000000 Penalty: 3837.547607
	Iteration 45Q: 3 clusters Score -1.229078e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130831 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -12290771.000000 Penalty: 3837.547607
	Iteration 46Q: 3 clusters Score -1.229077e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130825 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -12290771.000000 Penalty: 3837.547607
	Iteration 47Q: 3 clusters Score -1.229077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130824 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -12290779.000000 Penalty: 3837.547607
	Iteration 48Q: 3 clusters Score -1.229078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130821 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -12290773.000000 Penalty: 3837.547607
	Iteration 49Q: 3 clusters Score -1.229077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130818 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -12290773.000000 Penalty: 3837.547607
	Iteration 50Q: 3 clusters Score -1.229077e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130813 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -12290774.000000 Penalty: 3837.547607
	Iteration 51Q: 3 clusters Score -1.229077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130812 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -12290776.000000 Penalty: 3837.547607
	Iteration 52Q: 3 clusters Score -1.229078e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130810 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -12290778.000000 Penalty: 3837.547607
	Iteration 53Q: 3 clusters Score -1.229078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130813 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -12290776.000000 Penalty: 3837.547607
	Iteration 54Q: 3 clusters Score -1.229078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130812 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -12290774.000000 Penalty: 3837.547607
	Iteration 55Q: 3 clusters Score -1.229077e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130810 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -12290773.000000 Penalty: 3837.547607
	Iteration 56Q: 3 clusters Score -1.229077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130807 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -12290774.000000 Penalty: 3837.547607
	Iteration 57Q: 3 clusters Score -1.229077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130805 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -12290780.000000 Penalty: 3837.547607
	Iteration 58Q: 3 clusters Score -1.229078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130807 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -12290774.000000 Penalty: 3837.547607
	Iteration 59Q: 3 clusters Score -1.229077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130807 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -12290773.000000 Penalty: 3837.547607
	Iteration 60F: 3 clusters Score -1.229077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130808 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -12290782.000000 Penalty: 3837.547607
	Iteration 61Q: 3 clusters Score -1.229078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130809 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -12290777.000000 Penalty: 3837.547607
	Iteration 62Q: 3 clusters Score -1.229078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130810 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -12290775.000000 Penalty: 3837.547607
	Iteration 63Q: 3 clusters Score -1.229078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130810 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -12290775.000000 Penalty: 3837.547607
	Iteration 64F: 3 clusters Score -1.229078e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (64811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64811 members 
Entering Unmasked Estep 
Score: -5917757.500000 Penalty: 1800.374878
	Iteration 0F: 2 clusters Score -5917758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -5874504.000000 Penalty: 3600.749756
	Iteration 0F: 3 clusters Score -5874504 nChanged 30674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -5892692.500000 Penalty: 3600.749756
	Iteration 1F: 3 clusters Score -5892692 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -5894170.000000 Penalty: 3600.749756
	Iteration 2Q: 3 clusters Score -5894170 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
Score: -5896617.500000 Penalty: 3600.749756
	Iteration 3F: 3 clusters Score -5896618 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 46710 members 
Entering Unmasked Estep 
Score: -5900705.500000 Penalty: 3600.749756
	Iteration 4F: 3 clusters Score -5900706 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 52173 members 
Entering Unmasked Estep 
Score: -5905952.000000 Penalty: 3600.749756
	Iteration 5F: 3 clusters Score -5905952 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 56912 members 
Entering Unmasked Estep 
Score: -5910411.000000 Penalty: 3600.749756
	Iteration 6F: 3 clusters Score -5910411 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 60060 members 
Entering Unmasked Estep 
Score: -5913225.500000 Penalty: 3600.749756
	Iteration 7Q: 3 clusters Score -5913226 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 61945 members 
Entering Unmasked Estep 
Score: -5914818.000000 Penalty: 3600.749756
	Iteration 8Q: 3 clusters Score -5914818 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 62950 members 
Entering Unmasked Estep 
Score: -5915638.500000 Penalty: 3600.749756
	Iteration 9Q: 3 clusters Score -5915638 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 63439 members 
Entering Unmasked Estep 
Score: -5915998.000000 Penalty: 3600.749756
	Iteration 10Q: 3 clusters Score -5915998 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 63682 members 
Entering Unmasked Estep 
Score: -5916156.500000 Penalty: 3600.749756
	Iteration 11Q: 3 clusters Score -5916156 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 63821 members 
Entering Unmasked Estep 
Score: -5916293.500000 Penalty: 3600.749756
	Iteration 12Q: 3 clusters Score -5916294 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 63912 members 
Entering Unmasked Estep 
Score: -5916411.000000 Penalty: 3600.749756
	Iteration 13Q: 3 clusters Score -5916411 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 63954 members 
Entering Unmasked Estep 
Score: -5916502.500000 Penalty: 3600.749756
	Iteration 14Q: 3 clusters Score -5916502 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 63985 members 
Entering Unmasked Estep 
Score: -5916589.500000 Penalty: 3600.749756
	Iteration 15Q: 3 clusters Score -5916590 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 64012 members 
Entering Unmasked Estep 
Score: -5916673.500000 Penalty: 3600.749756
	Iteration 16Q: 3 clusters Score -5916674 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 64022 members 
Entering Unmasked Estep 
Score: -5916748.500000 Penalty: 3600.749756
	Iteration 17Q: 3 clusters Score -5916748 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 64016 members 
Entering Unmasked Estep 
Score: -5916805.000000 Penalty: 3600.749756
	Iteration 18Q: 3 clusters Score -5916805 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 64025 members 
Entering Unmasked Estep 
Score: -5916858.000000 Penalty: 3600.749756
	Iteration 19Q: 3 clusters Score -5916858 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 64026 members 
Entering Unmasked Estep 
Score: -5916892.000000 Penalty: 3600.749756
	Iteration 20F: 3 clusters Score -5916892 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 64025 members 
Entering Unmasked Estep 
Score: -5916910.500000 Penalty: 3600.749756
	Iteration 21Q: 3 clusters Score -5916910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 64031 members 
Entering Unmasked Estep 
Score: -5916928.000000 Penalty: 3600.749756
	Iteration 22Q: 3 clusters Score -5916928 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 64041 members 
Entering Unmasked Estep 
Score: -5916950.000000 Penalty: 3600.749756
	Iteration 23Q: 3 clusters Score -5916950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 64046 members 
Entering Unmasked Estep 
Score: -5916959.000000 Penalty: 3600.749756
	Iteration 24Q: 3 clusters Score -5916959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 64048 members 
Entering Unmasked Estep 
Score: -5916965.000000 Penalty: 3600.749756
	Iteration 25Q: 3 clusters Score -5916965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 64049 members 
Entering Unmasked Estep 
Score: -5916969.500000 Penalty: 3600.749756
	Iteration 26Q: 3 clusters Score -5916970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 64053 members 
Entering Unmasked Estep 
Score: -5916975.000000 Penalty: 3600.749756
	Iteration 27Q: 3 clusters Score -5916975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 64057 members 
Entering Unmasked Estep 
Score: -5916978.000000 Penalty: 3600.749756
	Iteration 28Q: 3 clusters Score -5916978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 64058 members 
Entering Unmasked Estep 
Score: -5916979.500000 Penalty: 3600.749756
	Iteration 29Q: 3 clusters Score -5916980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 64059 members 
Entering Unmasked Estep 
Score: -5916984.000000 Penalty: 3600.749756
	Iteration 30Q: 3 clusters Score -5916984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 64059 members 
Entering Unmasked Estep 
Score: -5916984.500000 Penalty: 3600.749756
	Iteration 31Q: 3 clusters Score -5916984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 64061 members 
Entering Unmasked Estep 
Score: -5916988.000000 Penalty: 3600.749756
	Iteration 32Q: 3 clusters Score -5916988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 64063 members 
Entering Unmasked Estep 
Score: -5916999.500000 Penalty: 3600.749756
	Iteration 33Q: 3 clusters Score -5917000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 64063 members 
Entering Unmasked Estep 
Score: -5916994.000000 Penalty: 3600.749756
	Iteration 34Q: 3 clusters Score -5916994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 64062 members 
Entering Unmasked Estep 
Score: -5916995.000000 Penalty: 3600.749756
	Iteration 35Q: 3 clusters Score -5916995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 64064 members 
Entering Unmasked Estep 
Score: -5917001.000000 Penalty: 3600.749756
	Iteration 36Q: 3 clusters Score -5917001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 64065 members 
Entering Unmasked Estep 
Score: -5917006.000000 Penalty: 3600.749756
	Iteration 37Q: 3 clusters Score -5917006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 64067 members 
Entering Unmasked Estep 
Score: -5917000.500000 Penalty: 3600.749756
	Iteration 38Q: 3 clusters Score -5917000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 64067 members 
Entering Unmasked Estep 
Score: -5917004.500000 Penalty: 3600.749756
	Iteration 39Q: 3 clusters Score -5917004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 64067 members 
Entering Unmasked Estep 
Score: -5917004.500000 Penalty: 3600.749756
	Iteration 40F: 3 clusters Score -5917004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Entering Unmasked Estep 
Score: -1195085.250000 Penalty: 1564.827637
	Iteration 0F: 2 clusters Score -1195085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1184954.875000 Penalty: 3129.655273
	Iteration 0F: 3 clusters Score -1184955 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1191317.000000 Penalty: 3129.655273
	Iteration 1F: 3 clusters Score -1191317 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1193667.625000 Penalty: 3129.655273
	Iteration 2F: 3 clusters Score -1193668 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1195919.625000 Penalty: 3129.655273
	Iteration 3F: 3 clusters Score -1195920 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1198067.000000 Penalty: 3129.655273
	Iteration 4F: 3 clusters Score -1198067 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1199720.625000 Penalty: 3129.655273
	Iteration 5F: 3 clusters Score -1199721 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1200727.125000 Penalty: 3129.655273
	Iteration 6Q: 3 clusters Score -1200727 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1201376.125000 Penalty: 3129.655273
	Iteration 7Q: 3 clusters Score -1201376 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1201610.000000 Penalty: 3129.655273
	Iteration 8Q: 3 clusters Score -1201610 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1201670.750000 Penalty: 3129.655273
	Iteration 9Q: 3 clusters Score -1201671 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1201680.125000 Penalty: 3129.655273
	Iteration 10Q: 3 clusters Score -1201680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1201682.625000 Penalty: 3129.655273
	Iteration 11Q: 3 clusters Score -1201683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1201684.750000 Penalty: 3129.655273
	Iteration 12Q: 3 clusters Score -1201685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1201687.500000 Penalty: 3129.655273
	Iteration 13Q: 3 clusters Score -1201688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1201689.500000 Penalty: 3129.655273
	Iteration 14Q: 3 clusters Score -1201690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1201688.375000 Penalty: 3129.655273
	Iteration 15Q: 3 clusters Score -1201688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1201741.500000 Penalty: 3129.655273
	Iteration 16F: 3 clusters Score -1201742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1201757.125000 Penalty: 3129.655273
	Iteration 17Q: 3 clusters Score -1201757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1201757.250000 Penalty: 3129.655273
	Iteration 18Q: 3 clusters Score -1201757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1201756.375000 Penalty: 3129.655273
	Iteration 19Q: 3 clusters Score -1201756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1201757.500000 Penalty: 3129.655273
	Iteration 20F: 3 clusters Score -1201758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1201759.000000 Penalty: 3129.655273
	Iteration 21Q: 3 clusters Score -1201759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1201758.250000 Penalty: 3129.655273
	Iteration 22Q: 3 clusters Score -1201758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1201758.250000 Penalty: 3129.655273
	Iteration 23Q: 3 clusters Score -1201758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1201760.125000 Penalty: 3129.655273
	Iteration 24Q: 3 clusters Score -1201760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1201759.875000 Penalty: 3129.655273
	Iteration 25Q: 3 clusters Score -1201760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1201759.875000 Penalty: 3129.655273
	Iteration 26F: 3 clusters Score -1201760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 74469 members 
Mstep: Class 2 contains 9337 members 
Mstep: Class 3 contains 55983 members 
Mstep: Class 4 contains 11701 members 
Mstep: Class 5 contains 7748 members 
Mstep: Class 6 contains 2702 members 
Mstep: Class 7 contains 9085 members 
Mstep: Class 8 contains 6843 members 
Mstep: Class 9 contains 8259 members 
Mstep: Class 10 contains 52369 members 
Mstep: Class 11 contains 42057 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 140487 members 
Mstep: Class 14 contains 134301 members 
Mstep: Class 15 contains 64811 members 
Mstep: Class 16 contains 13931 members 
Mstep: Class 17 contains 28359 members 
Mstep: Class 18 contains 43934 members 
Mstep: Class 19 contains 64321 members 
Mstep: Class 20 contains 3805 members 
Mstep: Class 21 contains 3451 members 
Mstep: Class 22 contains 10688 members 
Mstep: Class 23 contains 71285 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 4681 members 
Mstep: Class 26 contains 84682 members 
Mstep: Class 27 contains 1279 members 
Entering Unmasked Estep 
Score: -84359088.000000 Penalty: 60428.800781
Splitting cluster 16 changes total score from -84312040.000000 to -84359088.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (28359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Entering Unmasked Estep 
Score: -2557608.250000 Penalty: 1666.063721
	Iteration 0F: 2 clusters Score -2557608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -2538567.750000 Penalty: 3332.127441
	Iteration 0F: 3 clusters Score -2538568 nChanged 13071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -2546710.750000 Penalty: 3332.127441
	Iteration 1F: 3 clusters Score -2546711 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -2547919.000000 Penalty: 3332.127441
	Iteration 2F: 3 clusters Score -2547919 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2549215.750000 Penalty: 3332.127441
	Iteration 3F: 3 clusters Score -2549216 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2550637.000000 Penalty: 3332.127441
	Iteration 4F: 3 clusters Score -2550637 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -2552055.500000 Penalty: 3332.127441
	Iteration 5F: 3 clusters Score -2552056 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2553416.750000 Penalty: 3332.127441
	Iteration 6F: 3 clusters Score -2553417 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -2554407.000000 Penalty: 3332.127441
	Iteration 7F: 3 clusters Score -2554407 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -2555046.750000 Penalty: 3332.127441
	Iteration 8Q: 3 clusters Score -2555047 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -2555371.500000 Penalty: 3332.127441
	Iteration 9Q: 3 clusters Score -2555372 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -2555560.250000 Penalty: 3332.127441
	Iteration 10Q: 3 clusters Score -2555560 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -2555691.750000 Penalty: 3332.127441
	Iteration 11Q: 3 clusters Score -2555692 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -2555808.750000 Penalty: 3332.127441
	Iteration 12Q: 3 clusters Score -2555809 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -2555904.000000 Penalty: 3332.127441
	Iteration 13Q: 3 clusters Score -2555904 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -2555978.000000 Penalty: 3332.127441
	Iteration 14Q: 3 clusters Score -2555978 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -2556060.250000 Penalty: 3332.127441
	Iteration 15Q: 3 clusters Score -2556060 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -2556135.250000 Penalty: 3332.127441
	Iteration 16Q: 3 clusters Score -2556135 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -2556204.750000 Penalty: 3332.127441
	Iteration 17Q: 3 clusters Score -2556205 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -2556268.000000 Penalty: 3332.127441
	Iteration 18Q: 3 clusters Score -2556268 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -2556326.750000 Penalty: 3332.127441
	Iteration 19Q: 3 clusters Score -2556327 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -2556383.000000 Penalty: 3332.127441
	Iteration 20F: 3 clusters Score -2556383 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -2556450.000000 Penalty: 3332.127441
	Iteration 21Q: 3 clusters Score -2556450 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -2556493.750000 Penalty: 3332.127441
	Iteration 22Q: 3 clusters Score -2556494 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -2556545.250000 Penalty: 3332.127441
	Iteration 23Q: 3 clusters Score -2556545 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -2556573.500000 Penalty: 3332.127441
	Iteration 24Q: 3 clusters Score -2556574 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -2556610.250000 Penalty: 3332.127441
	Iteration 25Q: 3 clusters Score -2556610 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -2556629.750000 Penalty: 3332.127441
	Iteration 26Q: 3 clusters Score -2556630 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -2556658.500000 Penalty: 3332.127441
	Iteration 27Q: 3 clusters Score -2556658 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -2556702.250000 Penalty: 3332.127441
	Iteration 28Q: 3 clusters Score -2556702 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -2556743.250000 Penalty: 3332.127441
	Iteration 29Q: 3 clusters Score -2556743 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -2556797.250000 Penalty: 3332.127441
	Iteration 30Q: 3 clusters Score -2556797 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -2556847.500000 Penalty: 3332.127441
	Iteration 31Q: 3 clusters Score -2556848 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -2556923.750000 Penalty: 3332.127441
	Iteration 32Q: 3 clusters Score -2556924 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -2556976.000000 Penalty: 3332.127441
	Iteration 33Q: 3 clusters Score -2556976 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -2557050.000000 Penalty: 3332.127441
	Iteration 34Q: 3 clusters Score -2557050 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -2557133.750000 Penalty: 3332.127441
	Iteration 35Q: 3 clusters Score -2557134 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -2557245.000000 Penalty: 3332.127441
	Iteration 36Q: 3 clusters Score -2557245 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -2557379.000000 Penalty: 3332.127441
	Iteration 37Q: 3 clusters Score -2557379 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -2557522.000000 Penalty: 3332.127441
	Iteration 38Q: 3 clusters Score -2557522 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -2557701.000000 Penalty: 3332.127441
	Iteration 39Q: 3 clusters Score -2557701 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -2557900.500000 Penalty: 3332.127441
	Iteration 40F: 3 clusters Score -2557900 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -2558074.500000 Penalty: 3332.127441
	Iteration 41Q: 3 clusters Score -2558074 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -2558205.000000 Penalty: 3332.127441
	Iteration 42Q: 3 clusters Score -2558205 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -2558304.500000 Penalty: 3332.127441
	Iteration 43Q: 3 clusters Score -2558304 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -2558364.500000 Penalty: 3332.127441
	Iteration 44Q: 3 clusters Score -2558364 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -2558391.750000 Penalty: 3332.127441
	Iteration 45Q: 3 clusters Score -2558392 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -2558409.250000 Penalty: 3332.127441
	Iteration 46Q: 3 clusters Score -2558409 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -2558419.250000 Penalty: 3332.127441
	Iteration 47Q: 3 clusters Score -2558419 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -2558423.000000 Penalty: 3332.127441
	Iteration 48Q: 3 clusters Score -2558423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -2558422.750000 Penalty: 3332.127441
	Iteration 49Q: 3 clusters Score -2558423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -2558419.250000 Penalty: 3332.127441
	Iteration 50Q: 3 clusters Score -2558419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -2558420.000000 Penalty: 3332.127441
	Iteration 51Q: 3 clusters Score -2558420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -2558419.000000 Penalty: 3332.127441
	Iteration 52Q: 3 clusters Score -2558419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -2558418.250000 Penalty: 3332.127441
	Iteration 53Q: 3 clusters Score -2558418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -2558417.250000 Penalty: 3332.127441
	Iteration 54Q: 3 clusters Score -2558417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -2558418.250000 Penalty: 3332.127441
	Iteration 55Q: 3 clusters Score -2558418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -2558418.250000 Penalty: 3332.127441
	Iteration 56F: 3 clusters Score -2558418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 74469 members 
Mstep: Class 2 contains 9337 members 
Mstep: Class 3 contains 55983 members 
Mstep: Class 4 contains 11701 members 
Mstep: Class 5 contains 7748 members 
Mstep: Class 6 contains 2702 members 
Mstep: Class 7 contains 9085 members 
Mstep: Class 8 contains 6843 members 
Mstep: Class 9 contains 8259 members 
Mstep: Class 10 contains 52369 members 
Mstep: Class 11 contains 42057 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 140487 members 
Mstep: Class 14 contains 134301 members 
Mstep: Class 15 contains 64811 members 
Mstep: Class 16 contains 13931 members 
Mstep: Class 17 contains 680 members 
Mstep: Class 18 contains 43934 members 
Mstep: Class 19 contains 64321 members 
Mstep: Class 20 contains 3805 members 
Mstep: Class 21 contains 3451 members 
Mstep: Class 22 contains 10688 members 
Mstep: Class 23 contains 71285 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 4681 members 
Mstep: Class 26 contains 84682 members 
Mstep: Class 27 contains 1279 members 
Mstep: Class 28 contains 27679 members 
Entering Unmasked Estep 
Score: -84359472.000000 Penalty: 62666.906250
Splitting cluster 17 changes total score from -84312040.000000 to -84359472.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (43934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Entering Unmasked Estep 
Score: -3980708.750000 Penalty: 1737.197144
	Iteration 0F: 2 clusters Score -3980709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -3951198.750000 Penalty: 3474.394287
	Iteration 0F: 3 clusters Score -3951199 nChanged 20685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -3963328.250000 Penalty: 3474.394287
	Iteration 1F: 3 clusters Score -3963328 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -3964605.000000 Penalty: 3474.394287
	Iteration 2F: 3 clusters Score -3964605 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -3966820.250000 Penalty: 3474.394287
	Iteration 3F: 3 clusters Score -3966820 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -3969532.000000 Penalty: 3474.394287
	Iteration 4F: 3 clusters Score -3969532 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -3971848.250000 Penalty: 3474.394287
	Iteration 5F: 3 clusters Score -3971848 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -3973252.500000 Penalty: 3474.394287
	Iteration 6F: 3 clusters Score -3973252 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -3973887.250000 Penalty: 3474.394287
	Iteration 7Q: 3 clusters Score -3973887 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -3974175.500000 Penalty: 3474.394287
	Iteration 8Q: 3 clusters Score -3974176 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -3974286.250000 Penalty: 3474.394287
	Iteration 9Q: 3 clusters Score -3974286 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -3974427.500000 Penalty: 3474.394287
	Iteration 10Q: 3 clusters Score -3974428 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -3974512.500000 Penalty: 3474.394287
	Iteration 11Q: 3 clusters Score -3974512 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -3974610.500000 Penalty: 3474.394287
	Iteration 12Q: 3 clusters Score -3974610 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -3974698.750000 Penalty: 3474.394287
	Iteration 13Q: 3 clusters Score -3974699 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -3974823.000000 Penalty: 3474.394287
	Iteration 14Q: 3 clusters Score -3974823 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -3974982.750000 Penalty: 3474.394287
	Iteration 15Q: 3 clusters Score -3974983 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -3975156.250000 Penalty: 3474.394287
	Iteration 16Q: 3 clusters Score -3975156 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -3975365.000000 Penalty: 3474.394287
	Iteration 17Q: 3 clusters Score -3975365 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -3975661.750000 Penalty: 3474.394287
	Iteration 18Q: 3 clusters Score -3975662 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -3976033.500000 Penalty: 3474.394287
	Iteration 19Q: 3 clusters Score -3976034 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -3976501.750000 Penalty: 3474.394287
	Iteration 20F: 3 clusters Score -3976502 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -3977056.000000 Penalty: 3474.394287
	Iteration 21Q: 3 clusters Score -3977056 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -3977683.750000 Penalty: 3474.394287
	Iteration 22Q: 3 clusters Score -3977684 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -3978224.000000 Penalty: 3474.394287
	Iteration 23Q: 3 clusters Score -3978224 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -3978609.250000 Penalty: 3474.394287
	Iteration 24Q: 3 clusters Score -3978609 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 41265 members 
Entering Unmasked Estep 
Score: -3978894.500000 Penalty: 3474.394287
	Iteration 25Q: 3 clusters Score -3978894 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
Score: -3979090.750000 Penalty: 3474.394287
	Iteration 26Q: 3 clusters Score -3979091 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
Score: -3979231.750000 Penalty: 3474.394287
	Iteration 27Q: 3 clusters Score -3979232 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -3979316.000000 Penalty: 3474.394287
	Iteration 28Q: 3 clusters Score -3979316 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -3979382.500000 Penalty: 3474.394287
	Iteration 29Q: 3 clusters Score -3979382 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -3979413.500000 Penalty: 3474.394287
	Iteration 30Q: 3 clusters Score -3979414 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -3979460.250000 Penalty: 3474.394287
	Iteration 31Q: 3 clusters Score -3979460 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -3979476.750000 Penalty: 3474.394287
	Iteration 32Q: 3 clusters Score -3979477 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -3979494.000000 Penalty: 3474.394287
	Iteration 33Q: 3 clusters Score -3979494 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 42639 members 
Entering Unmasked Estep 
Score: -3979512.000000 Penalty: 3474.394287
	Iteration 34Q: 3 clusters Score -3979512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -3979518.250000 Penalty: 3474.394287
	Iteration 35Q: 3 clusters Score -3979518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -3979521.750000 Penalty: 3474.394287
	Iteration 36Q: 3 clusters Score -3979522 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 42730 members 
Entering Unmasked Estep 
Score: -3979541.750000 Penalty: 3474.394287
	Iteration 37Q: 3 clusters Score -3979542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 42757 members 
Entering Unmasked Estep 
Score: -3979537.250000 Penalty: 3474.394287
	Iteration 38Q: 3 clusters Score -3979537 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 42775 members 
Entering Unmasked Estep 
Score: -3979547.250000 Penalty: 3474.394287
	Iteration 39Q: 3 clusters Score -3979547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -3979547.750000 Penalty: 3474.394287
	Iteration 40F: 3 clusters Score -3979548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -3979551.500000 Penalty: 3474.394287
	Iteration 41Q: 3 clusters Score -3979552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -3979553.000000 Penalty: 3474.394287
	Iteration 42Q: 3 clusters Score -3979553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 42828 members 
Entering Unmasked Estep 
Score: -3979554.750000 Penalty: 3474.394287
	Iteration 43Q: 3 clusters Score -3979555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 42835 members 
Entering Unmasked Estep 
Score: -3979557.750000 Penalty: 3474.394287
	Iteration 44Q: 3 clusters Score -3979558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -3979559.000000 Penalty: 3474.394287
	Iteration 45Q: 3 clusters Score -3979559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 42851 members 
Entering Unmasked Estep 
Score: -3979571.250000 Penalty: 3474.394287
	Iteration 46Q: 3 clusters Score -3979571 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -3979569.000000 Penalty: 3474.394287
	Iteration 47Q: 3 clusters Score -3979569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -3979574.750000 Penalty: 3474.394287
	Iteration 48Q: 3 clusters Score -3979575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -3979570.000000 Penalty: 3474.394287
	Iteration 49Q: 3 clusters Score -3979570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -3979576.250000 Penalty: 3474.394287
	Iteration 50Q: 3 clusters Score -3979576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 42896 members 
Entering Unmasked Estep 
Score: -3979577.500000 Penalty: 3474.394287
	Iteration 51Q: 3 clusters Score -3979578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 42902 members 
Entering Unmasked Estep 
Score: -3979583.000000 Penalty: 3474.394287
	Iteration 52Q: 3 clusters Score -3979583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -3979582.500000 Penalty: 3474.394287
	Iteration 53Q: 3 clusters Score -3979582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -3979582.500000 Penalty: 3474.394287
	Iteration 54Q: 3 clusters Score -3979582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -3979582.500000 Penalty: 3474.394287
	Iteration 55F: 3 clusters Score -3979582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (64321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64321 members 
Entering Unmasked Estep 
Score: -5894428.500000 Penalty: 1799.141846
	Iteration 0F: 2 clusters Score -5894428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -5851838.000000 Penalty: 3598.283691
	Iteration 0F: 3 clusters Score -5851838 nChanged 30293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -5875292.000000 Penalty: 3598.283691
	Iteration 1F: 3 clusters Score -5875292 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -5886227.000000 Penalty: 3598.283691
	Iteration 2F: 3 clusters Score -5886227 nChanged 8931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 43364 members 
Entering Unmasked Estep 
Score: -5896947.000000 Penalty: 3598.283691
	Iteration 3F: 3 clusters Score -5896947 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 48315 members 
Entering Unmasked Estep 
Score: -5903553.000000 Penalty: 3598.283691
	Iteration 4F: 3 clusters Score -5903553 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 51574 members 
Entering Unmasked Estep 
Score: -5906994.500000 Penalty: 3598.283691
	Iteration 5F: 3 clusters Score -5906994 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 53551 members 
Entering Unmasked Estep 
Score: -5908456.500000 Penalty: 3598.283691
	Iteration 6Q: 3 clusters Score -5908456 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 54815 members 
Entering Unmasked Estep 
Score: -5908997.000000 Penalty: 3598.283691
	Iteration 7Q: 3 clusters Score -5908997 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 55699 members 
Entering Unmasked Estep 
Score: -5909287.000000 Penalty: 3598.283691
	Iteration 8Q: 3 clusters Score -5909287 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 56371 members 
Entering Unmasked Estep 
Score: -5909489.000000 Penalty: 3598.283691
	Iteration 9Q: 3 clusters Score -5909489 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 56872 members 
Entering Unmasked Estep 
Score: -5909611.000000 Penalty: 3598.283691
	Iteration 10Q: 3 clusters Score -5909611 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 57218 members 
Entering Unmasked Estep 
Score: -5909671.500000 Penalty: 3598.283691
	Iteration 11Q: 3 clusters Score -5909672 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 57465 members 
Entering Unmasked Estep 
Score: -5909701.000000 Penalty: 3598.283691
	Iteration 12Q: 3 clusters Score -5909701 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 57660 members 
Entering Unmasked Estep 
Score: -5909707.500000 Penalty: 3598.283691
	Iteration 13Q: 3 clusters Score -5909708 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 57787 members 
Entering Unmasked Estep 
Score: -5909740.500000 Penalty: 3598.283691
	Iteration 14Q: 3 clusters Score -5909740 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 57889 members 
Entering Unmasked Estep 
Score: -5909735.500000 Penalty: 3598.283691
	Iteration 15Q: 3 clusters Score -5909736 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 57948 members 
Entering Unmasked Estep 
Score: -5909749.000000 Penalty: 3598.283691
	Iteration 16Q: 3 clusters Score -5909749 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 57995 members 
Entering Unmasked Estep 
Score: -5909746.000000 Penalty: 3598.283691
	Iteration 17Q: 3 clusters Score -5909746 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 58030 members 
Entering Unmasked Estep 
Score: -5909756.500000 Penalty: 3598.283691
	Iteration 18Q: 3 clusters Score -5909756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 58051 members 
Entering Unmasked Estep 
Score: -5909750.500000 Penalty: 3598.283691
	Iteration 19Q: 3 clusters Score -5909750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 58071 members 
Entering Unmasked Estep 
Score: -5909756.500000 Penalty: 3598.283691
	Iteration 20F: 3 clusters Score -5909756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 58087 members 
Entering Unmasked Estep 
Score: -5909770.000000 Penalty: 3598.283691
	Iteration 21Q: 3 clusters Score -5909770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 58100 members 
Entering Unmasked Estep 
Score: -5909763.000000 Penalty: 3598.283691
	Iteration 22Q: 3 clusters Score -5909763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 58113 members 
Entering Unmasked Estep 
Score: -5909764.500000 Penalty: 3598.283691
	Iteration 23Q: 3 clusters Score -5909764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 58121 members 
Entering Unmasked Estep 
Score: -5909761.000000 Penalty: 3598.283691
	Iteration 24Q: 3 clusters Score -5909761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 58129 members 
Entering Unmasked Estep 
Score: -5909765.500000 Penalty: 3598.283691
	Iteration 25Q: 3 clusters Score -5909766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 58132 members 
Entering Unmasked Estep 
Score: -5909765.000000 Penalty: 3598.283691
	Iteration 26Q: 3 clusters Score -5909765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 58137 members 
Entering Unmasked Estep 
Score: -5909763.500000 Penalty: 3598.283691
	Iteration 27Q: 3 clusters Score -5909764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 58138 members 
Entering Unmasked Estep 
Score: -5909763.500000 Penalty: 3598.283691
	Iteration 28Q: 3 clusters Score -5909764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 58138 members 
Entering Unmasked Estep 
Score: -5909763.500000 Penalty: 3598.283691
	Iteration 29F: 3 clusters Score -5909764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 74469 members 
Mstep: Class 2 contains 9337 members 
Mstep: Class 3 contains 55983 members 
Mstep: Class 4 contains 11701 members 
Mstep: Class 5 contains 7748 members 
Mstep: Class 6 contains 2702 members 
Mstep: Class 7 contains 9085 members 
Mstep: Class 8 contains 6843 members 
Mstep: Class 9 contains 8259 members 
Mstep: Class 10 contains 52369 members 
Mstep: Class 11 contains 42057 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 140487 members 
Mstep: Class 14 contains 134301 members 
Mstep: Class 15 contains 64811 members 
Mstep: Class 16 contains 13931 members 
Mstep: Class 17 contains 680 members 
Mstep: Class 18 contains 43934 members 
Mstep: Class 19 contains 6183 members 
Mstep: Class 20 contains 3805 members 
Mstep: Class 21 contains 3451 members 
Mstep: Class 22 contains 10688 members 
Mstep: Class 23 contains 71285 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 4681 members 
Mstep: Class 26 contains 84682 members 
Mstep: Class 27 contains 1279 members 
Mstep: Class 28 contains 27679 members 
Mstep: Class 29 contains 58138 members 
Entering Unmasked Estep 
Score: -84375512.000000 Penalty: 64905.007812
Splitting cluster 19 changes total score from -84312040.000000 to -84375512.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 74469 members 
Mstep: Class 2 contains 9337 members 
Mstep: Class 3 contains 55983 members 
Mstep: Class 4 contains 11701 members 
Mstep: Class 5 contains 7748 members 
Mstep: Class 6 contains 2702 members 
Mstep: Class 7 contains 9085 members 
Mstep: Class 8 contains 6843 members 
Mstep: Class 10 contains 52369 members 
Mstep: Class 11 contains 42057 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 140487 members 
Mstep: Class 14 contains 134301 members 
Mstep: Class 15 contains 64811 members 
Mstep: Class 16 contains 13931 members 
Mstep: Class 17 contains 680 members 
Mstep: Class 18 contains 43934 members 
Mstep: Class 19 contains 6183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84391048.000000 Penalty: 64905.007812
Iteration 39Q: 30 clusters Score -8.439105e+07 nChanged 22701
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 74857 members 
Mstep: Class 2 contains 9841 members 
Mstep: Class 3 contains 54957 members 
Mstep: Class 4 contains 11625 members 
Mstep: Class 5 contains 8434 members 
Mstep: Class 6 contains 2798 members 
Mstep: Class 7 contains 9690 members 
Mstep: Class 8 contains 6885 members 
Mstep: Class 9 contains 9285 members 
Mstep: Class 10 contains 54065 members 
Mstep: Class 11 contains 42405 members 
Mstep: Class 12 contains 2402 members 
Mstep: Class 13 contains 140463 members 
Mstep: Class 14 contains 134463 members 
Mstep: Class 15 contains 63945 members 
Mstep: Class 16 contains 14944 members 
Mstep: Class 17 contains 781 members 
Mstep: Class 18 contains 44334 members 
Mstep: Class 19 contains 6423 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 3123 members 
Mstep: Class 22 contains 10599 members 
Mstep: Class 23 contains 69204 members 
Mstep: Class 24 contains 5527 members 
Mstep: Class 25 contains 4304 members 
Mstep: Class 26 contains 80900 members 
Mstep: Class 27 contains 1367 members 
Mstep: Class 28 contains 27469 members 
Mstep: Class 29 contains 59657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84406272.000000 Penalty: 64905.007812
Iteration 40F: 30 clusters Score -8.440627e+07 nChanged 18792
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74251 members 
Mstep: Class 2 contains 9678 members 
Mstep: Class 3 contains 54132 members 
Mstep: Class 4 contains 11442 members 
Mstep: Class 5 contains 8779 members 
Mstep: Class 6 contains 2764 members 
Mstep: Class 7 contains 9986 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 10334 members 
Mstep: Class 10 contains 54847 members 
Mstep: Class 11 contains 41350 members 
Mstep: Class 12 contains 2997 members 
Mstep: Class 13 contains 139075 members 
Mstep: Class 14 contains 133112 members 
Mstep: Class 15 contains 62996 members 
Mstep: Class 16 contains 15772 members 
Mstep: Class 17 contains 840 members 
Mstep: Class 18 contains 43898 members 
Mstep: Class 19 contains 6674 members 
Mstep: Class 20 contains 3510 members 
Mstep: Class 21 contains 3369 members 
Mstep: Class 22 contains 10962 members 
Mstep: Class 23 contains 68171 members 
Mstep: Class 24 contains 5557 members 
Mstep: Class 25 contains 4759 members 
Mstep: Class 26 contains 79715 members 
Mstep: Class 27 contains 1654 members 
Mstep: Class 28 contains 28229 members 
Mstep: Class 29 contains 62607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84413904.000000 Penalty: 64905.007812
Iteration 41Q: 30 clusters Score -8.44139e+07 nChanged 12935
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73765 members 
Mstep: Class 2 contains 9516 members 
Mstep: Class 3 contains 53528 members 
Mstep: Class 4 contains 11328 members 
Mstep: Class 5 contains 9095 members 
Mstep: Class 6 contains 2755 members 
Mstep: Class 7 contains 10225 members 
Mstep: Class 8 contains 6842 members 
Mstep: Class 9 contains 11175 members 
Mstep: Class 10 contains 55585 members 
Mstep: Class 11 contains 40809 members 
Mstep: Class 12 contains 3352 members 
Mstep: Class 13 contains 137794 members 
Mstep: Class 14 contains 131999 members 
Mstep: Class 15 contains 62362 members 
Mstep: Class 16 contains 16408 members 
Mstep: Class 17 contains 877 members 
Mstep: Class 18 contains 43485 members 
Mstep: Class 19 contains 6936 members 
Mstep: Class 20 contains 3389 members 
Mstep: Class 21 contains 3611 members 
Mstep: Class 22 contains 11094 members 
Mstep: Class 23 contains 67363 members 
Mstep: Class 24 contains 5525 members 
Mstep: Class 25 contains 5146 members 
Mstep: Class 26 contains 78441 members 
Mstep: Class 27 contains 1933 members 
Mstep: Class 28 contains 28902 members 
Mstep: Class 29 contains 65082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84418664.000000 Penalty: 64905.007812
Iteration 42Q: 30 clusters Score -8.441866e+07 nChanged 10395
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73342 members 
Mstep: Class 2 contains 9349 members 
Mstep: Class 3 contains 53075 members 
Mstep: Class 4 contains 11243 members 
Mstep: Class 5 contains 9360 members 
Mstep: Class 6 contains 2760 members 
Mstep: Class 7 contains 10413 members 
Mstep: Class 8 contains 6820 members 
Mstep: Class 9 contains 11795 members 
Mstep: Class 10 contains 56303 members 
Mstep: Class 11 contains 40382 members 
Mstep: Class 12 contains 3617 members 
Mstep: Class 13 contains 136682 members 
Mstep: Class 14 contains 131068 members 
Mstep: Class 15 contains 61961 members 
Mstep: Class 16 contains 16869 members 
Mstep: Class 17 contains 898 members 
Mstep: Class 18 contains 43110 members 
Mstep: Class 19 contains 7165 members 
Mstep: Class 20 contains 3277 members 
Mstep: Class 21 contains 3851 members 
Mstep: Class 22 contains 11134 members 
Mstep: Class 23 contains 66751 members 
Mstep: Class 24 contains 5513 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 77226 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 29459 members 
Mstep: Class 29 contains 67272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84421928.000000 Penalty: 64905.007812
Iteration 43Q: 30 clusters Score -8.442193e+07 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72972 members 
Mstep: Class 2 contains 9207 members 
Mstep: Class 3 contains 52710 members 
Mstep: Class 4 contains 11192 members 
Mstep: Class 5 contains 9595 members 
Mstep: Class 6 contains 2758 members 
Mstep: Class 7 contains 10605 members 
Mstep: Class 8 contains 6793 members 
Mstep: Class 9 contains 12244 members 
Mstep: Class 10 contains 56932 members 
Mstep: Class 11 contains 40104 members 
Mstep: Class 12 contains 3805 members 
Mstep: Class 13 contains 135665 members 
Mstep: Class 14 contains 130301 members 
Mstep: Class 15 contains 61709 members 
Mstep: Class 16 contains 17230 members 
Mstep: Class 17 contains 920 members 
Mstep: Class 18 contains 42823 members 
Mstep: Class 19 contains 7360 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 11132 members 
Mstep: Class 23 contains 66263 members 
Mstep: Class 24 contains 5522 members 
Mstep: Class 25 contains 5780 members 
Mstep: Class 26 contains 75964 members 
Mstep: Class 27 contains 2260 members 
Mstep: Class 28 contains 29880 members 
Mstep: Class 29 contains 69317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84423920.000000 Penalty: 64905.007812
Iteration 44Q: 30 clusters Score -8.442392e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72581 members 
Mstep: Class 2 contains 9103 members 
Mstep: Class 3 contains 52455 members 
Mstep: Class 4 contains 11147 members 
Mstep: Class 5 contains 9795 members 
Mstep: Class 6 contains 2761 members 
Mstep: Class 7 contains 10769 members 
Mstep: Class 8 contains 6779 members 
Mstep: Class 9 contains 12579 members 
Mstep: Class 10 contains 57524 members 
Mstep: Class 11 contains 39893 members 
Mstep: Class 12 contains 3955 members 
Mstep: Class 13 contains 134752 members 
Mstep: Class 14 contains 129639 members 
Mstep: Class 15 contains 61556 members 
Mstep: Class 16 contains 17476 members 
Mstep: Class 17 contains 932 members 
Mstep: Class 18 contains 42582 members 
Mstep: Class 19 contains 7522 members 
Mstep: Class 20 contains 3121 members 
Mstep: Class 21 contains 4320 members 
Mstep: Class 22 contains 11119 members 
Mstep: Class 23 contains 65883 members 
Mstep: Class 24 contains 5528 members 
Mstep: Class 25 contains 6054 members 
Mstep: Class 26 contains 74758 members 
Mstep: Class 27 contains 2345 members 
Mstep: Class 28 contains 30183 members 
Mstep: Class 29 contains 71211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84425768.000000 Penalty: 64905.007812
Iteration 45Q: 30 clusters Score -8.442577e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72228 members 
Mstep: Class 2 contains 9027 members 
Mstep: Class 3 contains 52247 members 
Mstep: Class 4 contains 11114 members 
Mstep: Class 5 contains 9988 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 10948 members 
Mstep: Class 8 contains 6769 members 
Mstep: Class 9 contains 12848 members 
Mstep: Class 10 contains 58125 members 
Mstep: Class 11 contains 39698 members 
Mstep: Class 12 contains 4086 members 
Mstep: Class 13 contains 133913 members 
Mstep: Class 14 contains 129046 members 
Mstep: Class 15 contains 61464 members 
Mstep: Class 16 contains 17672 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 42394 members 
Mstep: Class 19 contains 7664 members 
Mstep: Class 20 contains 3054 members 
Mstep: Class 21 contains 4543 members 
Mstep: Class 22 contains 11099 members 
Mstep: Class 23 contains 65561 members 
Mstep: Class 24 contains 5534 members 
Mstep: Class 25 contains 6263 members 
Mstep: Class 26 contains 73603 members 
Mstep: Class 27 contains 2432 members 
Mstep: Class 28 contains 30384 members 
Mstep: Class 29 contains 72902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84427136.000000 Penalty: 64905.007812
Iteration 46Q: 30 clusters Score -8.442714e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71948 members 
Mstep: Class 2 contains 8968 members 
Mstep: Class 3 contains 52087 members 
Mstep: Class 4 contains 11092 members 
Mstep: Class 5 contains 10153 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 11153 members 
Mstep: Class 8 contains 6750 members 
Mstep: Class 9 contains 13046 members 
Mstep: Class 10 contains 58700 members 
Mstep: Class 11 contains 39538 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 133109 members 
Mstep: Class 14 contains 128567 members 
Mstep: Class 15 contains 61398 members 
Mstep: Class 16 contains 17822 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 42230 members 
Mstep: Class 19 contains 7783 members 
Mstep: Class 20 contains 3004 members 
Mstep: Class 21 contains 4751 members 
Mstep: Class 22 contains 11075 members 
Mstep: Class 23 contains 65271 members 
Mstep: Class 24 contains 5542 members 
Mstep: Class 25 contains 6453 members 
Mstep: Class 26 contains 72548 members 
Mstep: Class 27 contains 2507 members 
Mstep: Class 28 contains 30498 members 
Mstep: Class 29 contains 74431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84427928.000000 Penalty: 64905.007812
Iteration 47Q: 30 clusters Score -8.442793e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71685 members 
Mstep: Class 2 contains 8934 members 
Mstep: Class 3 contains 51961 members 
Mstep: Class 4 contains 11058 members 
Mstep: Class 5 contains 10301 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 11325 members 
Mstep: Class 8 contains 6743 members 
Mstep: Class 9 contains 13181 members 
Mstep: Class 10 contains 59237 members 
Mstep: Class 11 contains 39425 members 
Mstep: Class 12 contains 4291 members 
Mstep: Class 13 contains 132420 members 
Mstep: Class 14 contains 128134 members 
Mstep: Class 15 contains 61346 members 
Mstep: Class 16 contains 17934 members 
Mstep: Class 17 contains 940 members 
Mstep: Class 18 contains 42081 members 
Mstep: Class 19 contains 7894 members 
Mstep: Class 20 contains 2978 members 
Mstep: Class 21 contains 4936 members 
Mstep: Class 22 contains 11029 members 
Mstep: Class 23 contains 65061 members 
Mstep: Class 24 contains 5542 members 
Mstep: Class 25 contains 6625 members 
Mstep: Class 26 contains 71568 members 
Mstep: Class 27 contains 2569 members 
Mstep: Class 28 contains 30573 members 
Mstep: Class 29 contains 75783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84428720.000000 Penalty: 64905.007812
Iteration 48Q: 30 clusters Score -8.442872e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71477 members 
Mstep: Class 2 contains 8893 members 
Mstep: Class 3 contains 51860 members 
Mstep: Class 4 contains 11040 members 
Mstep: Class 5 contains 10408 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 11472 members 
Mstep: Class 8 contains 6732 members 
Mstep: Class 9 contains 13285 members 
Mstep: Class 10 contains 59752 members 
Mstep: Class 11 contains 39326 members 
Mstep: Class 12 contains 4383 members 
Mstep: Class 13 contains 131868 members 
Mstep: Class 14 contains 127738 members 
Mstep: Class 15 contains 61307 members 
Mstep: Class 16 contains 18032 members 
Mstep: Class 17 contains 939 members 
Mstep: Class 18 contains 41966 members 
Mstep: Class 19 contains 7969 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 5080 members 
Mstep: Class 22 contains 11004 members 
Mstep: Class 23 contains 64892 members 
Mstep: Class 24 contains 5548 members 
Mstep: Class 25 contains 6762 members 
Mstep: Class 26 contains 70747 members 
Mstep: Class 27 contains 2612 members 
Mstep: Class 28 contains 30624 members 
Mstep: Class 29 contains 76879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84429032.000000 Penalty: 64905.007812
Iteration 49Q: 30 clusters Score -8.442903e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71288 members 
Mstep: Class 2 contains 8867 members 
Mstep: Class 3 contains 51785 members 
Mstep: Class 4 contains 11033 members 
Mstep: Class 5 contains 10479 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 11570 members 
Mstep: Class 8 contains 6725 members 
Mstep: Class 9 contains 13355 members 
Mstep: Class 10 contains 60260 members 
Mstep: Class 11 contains 39287 members 
Mstep: Class 12 contains 4457 members 
Mstep: Class 13 contains 131394 members 
Mstep: Class 14 contains 127375 members 
Mstep: Class 15 contains 61284 members 
Mstep: Class 16 contains 18106 members 
Mstep: Class 17 contains 939 members 
Mstep: Class 18 contains 41872 members 
Mstep: Class 19 contains 8046 members 
Mstep: Class 20 contains 2933 members 
Mstep: Class 21 contains 5219 members 
Mstep: Class 22 contains 10975 members 
Mstep: Class 23 contains 64727 members 
Mstep: Class 24 contains 5545 members 
Mstep: Class 25 contains 6874 members 
Mstep: Class 26 contains 70039 members 
Mstep: Class 27 contains 2643 members 
Mstep: Class 28 contains 30575 members 
Mstep: Class 29 contains 77903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84429720.000000 Penalty: 64905.007812
Iteration 50Q: 30 clusters Score -8.442972e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71129 members 
Mstep: Class 2 contains 8853 members 
Mstep: Class 3 contains 51732 members 
Mstep: Class 4 contains 11022 members 
Mstep: Class 5 contains 10565 members 
Mstep: Class 6 contains 2764 members 
Mstep: Class 7 contains 11604 members 
Mstep: Class 8 contains 6722 members 
Mstep: Class 9 contains 13408 members 
Mstep: Class 10 contains 60717 members 
Mstep: Class 11 contains 39219 members 
Mstep: Class 12 contains 4522 members 
Mstep: Class 13 contains 131008 members 
Mstep: Class 14 contains 127068 members 
Mstep: Class 15 contains 61258 members 
Mstep: Class 16 contains 18155 members 
Mstep: Class 17 contains 939 members 
Mstep: Class 18 contains 41786 members 
Mstep: Class 19 contains 8102 members 
Mstep: Class 20 contains 2916 members 
Mstep: Class 21 contains 5315 members 
Mstep: Class 22 contains 10973 members 
Mstep: Class 23 contains 64606 members 
Mstep: Class 24 contains 5540 members 
Mstep: Class 25 contains 6992 members 
Mstep: Class 26 contains 69418 members 
Mstep: Class 27 contains 2669 members 
Mstep: Class 28 contains 30477 members 
Mstep: Class 29 contains 78843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84430072.000000 Penalty: 64905.007812
Iteration 51Q: 30 clusters Score -8.443007e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 70975 members 
Mstep: Class 2 contains 8850 members 
Mstep: Class 3 contains 51681 members 
Mstep: Class 4 contains 11013 members 
Mstep: Class 5 contains 10636 members 
Mstep: Class 6 contains 2757 members 
Mstep: Class 7 contains 11603 members 
Mstep: Class 8 contains 6716 members 
Mstep: Class 9 contains 13445 members 
Mstep: Class 10 contains 61120 members 
Mstep: Class 11 contains 39151 members 
Mstep: Class 12 contains 4577 members 
Mstep: Class 13 contains 130665 members 
Mstep: Class 14 contains 126851 members 
Mstep: Class 15 contains 61235 members 
Mstep: Class 16 contains 18204 members 
Mstep: Class 17 contains 939 members 
Mstep: Class 18 contains 41703 members 
Mstep: Class 19 contains 8156 members 
Mstep: Class 20 contains 2904 members 
Mstep: Class 21 contains 5391 members 
Mstep: Class 22 contains 10959 members 
Mstep: Class 23 contains 64498 members 
Mstep: Class 24 contains 5536 members 
Mstep: Class 25 contains 7109 members 
Mstep: Class 26 contains 68909 members 
Mstep: Class 27 contains 2690 members 
Mstep: Class 28 contains 30355 members 
Mstep: Class 29 contains 79694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84430368.000000 Penalty: 64905.007812
Iteration 52Q: 30 clusters Score -8.443037e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 70850 members 
Mstep: Class 2 contains 8843 members 
Mstep: Class 3 contains 51629 members 
Mstep: Class 4 contains 11007 members 
Mstep: Class 5 contains 10690 members 
Mstep: Class 6 contains 2755 members 
Mstep: Class 7 contains 11601 members 
Mstep: Class 8 contains 6712 members 
Mstep: Class 9 contains 13474 members 
Mstep: Class 10 contains 61469 members 
Mstep: Class 11 contains 39103 members 
Mstep: Class 12 contains 4633 members 
Mstep: Class 13 contains 130401 members 
Mstep: Class 14 contains 126666 members 
Mstep: Class 15 contains 61216 members 
Mstep: Class 16 contains 18252 members 
Mstep: Class 17 contains 938 members 
Mstep: Class 18 contains 41639 members 
Mstep: Class 19 contains 8206 members 
Mstep: Class 20 contains 2900 members 
Mstep: Class 21 contains 5465 members 
Mstep: Class 22 contains 10945 members 
Mstep: Class 23 contains 64387 members 
Mstep: Class 24 contains 5536 members 
Mstep: Class 25 contains 7212 members 
Mstep: Class 26 contains 68466 members 
Mstep: Class 27 contains 2701 members 
Mstep: Class 28 contains 30248 members 
Mstep: Class 29 contains 80378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84430848.000000 Penalty: 64905.007812
Iteration 53Q: 30 clusters Score -8.443085e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 70760 members 
Mstep: Class 2 contains 8829 members 
Mstep: Class 3 contains 51595 members 
Mstep: Class 4 contains 11002 members 
Mstep: Class 5 contains 10737 members 
Mstep: Class 6 contains 2759 members 
Mstep: Class 7 contains 11604 members 
Mstep: Class 8 contains 6709 members 
Mstep: Class 9 contains 13492 members 
Mstep: Class 10 contains 61802 members 
Mstep: Class 11 contains 39048 members 
Mstep: Class 12 contains 4686 members 
Mstep: Class 13 contains 130202 members 
Mstep: Class 14 contains 126501 members 
Mstep: Class 15 contains 61209 members 
Mstep: Class 16 contains 18284 members 
Mstep: Class 17 contains 939 members 
Mstep: Class 18 contains 41594 members 
Mstep: Class 19 contains 8247 members 
Mstep: Class 20 contains 2898 members 
Mstep: Class 21 contains 5506 members 
Mstep: Class 22 contains 10939 members 
Mstep: Class 23 contains 64279 members 
Mstep: Class 24 contains 5536 members 
Mstep: Class 25 contains 7303 members 
Mstep: Class 26 contains 68052 members 
Mstep: Class 27 contains 2711 members 
Mstep: Class 28 contains 30124 members 
Mstep: Class 29 contains 80975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84431304.000000 Penalty: 64905.007812
Iteration 54Q: 30 clusters Score -8.44313e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 70695 members 
Mstep: Class 2 contains 8819 members 
Mstep: Class 3 contains 51571 members 
Mstep: Class 4 contains 10997 members 
Mstep: Class 5 contains 10772 members 
Mstep: Class 6 contains 2762 members 
Mstep: Class 7 contains 11589 members 
Mstep: Class 8 contains 6709 members 
Mstep: Class 9 contains 13513 members 
Mstep: Class 10 contains 62090 members 
Mstep: Class 11 contains 39010 members 
Mstep: Class 12 contains 4727 members 
Mstep: Class 13 contains 130035 members 
Mstep: Class 14 contains 126357 members 
Mstep: Class 15 contains 61206 members 
Mstep: Class 16 contains 18306 members 
Mstep: Class 17 contains 940 members 
Mstep: Class 18 contains 41566 members 
Mstep: Class 19 contains 8257 members 
Mstep: Class 20 contains 2899 members 
Mstep: Class 21 contains 5540 members 
Mstep: Class 22 contains 10926 members 
Mstep: Class 23 contains 64185 members 
Mstep: Class 24 contains 5533 members 
Mstep: Class 25 contains 7384 members 
Mstep: Class 26 contains 67680 members 
Mstep: Class 27 contains 2719 members 
Mstep: Class 28 contains 30021 members 
Mstep: Class 29 contains 81514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84431400.000000 Penalty: 64905.007812
Iteration 55Q: 30 clusters Score -8.44314e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 70644 members 
Mstep: Class 2 contains 8809 members 
Mstep: Class 3 contains 51553 members 
Mstep: Class 4 contains 11002 members 
Mstep: Class 5 contains 10790 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 11552 members 
Mstep: Class 8 contains 6711 members 
Mstep: Class 9 contains 13525 members 
Mstep: Class 10 contains 62396 members 
Mstep: Class 11 contains 38959 members 
Mstep: Class 12 contains 4770 members 
Mstep: Class 13 contains 129905 members 
Mstep: Class 14 contains 126224 members 
Mstep: Class 15 contains 61203 members 
Mstep: Class 16 contains 18323 members 
Mstep: Class 17 contains 941 members 
Mstep: Class 18 contains 41534 members 
Mstep: Class 19 contains 8266 members 
Mstep: Class 20 contains 2898 members 
Mstep: Class 21 contains 5561 members 
Mstep: Class 22 contains 10913 members 
Mstep: Class 23 contains 64098 members 
Mstep: Class 24 contains 5527 members 
Mstep: Class 25 contains 7469 members 
Mstep: Class 26 contains 67353 members 
Mstep: Class 27 contains 2724 members 
Mstep: Class 28 contains 29934 members 
Mstep: Class 29 contains 81971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84431616.000000 Penalty: 64905.007812
Iteration 56Q: 30 clusters Score -8.443162e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 70597 members 
Mstep: Class 2 contains 8797 members 
Mstep: Class 3 contains 51534 members 
Mstep: Class 4 contains 11004 members 
Mstep: Class 5 contains 10804 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 11505 members 
Mstep: Class 8 contains 6708 members 
Mstep: Class 9 contains 13539 members 
Mstep: Class 10 contains 62674 members 
Mstep: Class 11 contains 38923 members 
Mstep: Class 12 contains 4810 members 
Mstep: Class 13 contains 129814 members 
Mstep: Class 14 contains 126103 members 
Mstep: Class 15 contains 61203 members 
Mstep: Class 16 contains 18340 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 41502 members 
Mstep: Class 19 contains 8269 members 
Mstep: Class 20 contains 2899 members 
Mstep: Class 21 contains 5587 members 
Mstep: Class 22 contains 10908 members 
Mstep: Class 23 contains 64019 members 
Mstep: Class 24 contains 5529 members 
Mstep: Class 25 contains 7540 members 
Mstep: Class 26 contains 67072 members 
Mstep: Class 27 contains 2733 members 
Mstep: Class 28 contains 29819 members 
Mstep: Class 29 contains 82374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84431968.000000 Penalty: 64905.007812
Iteration 57Q: 30 clusters Score -8.443197e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 70554 members 
Mstep: Class 2 contains 8787 members 
Mstep: Class 3 contains 51521 members 
Mstep: Class 4 contains 11004 members 
Mstep: Class 5 contains 10808 members 
Mstep: Class 6 contains 2782 members 
Mstep: Class 7 contains 11397 members 
Mstep: Class 8 contains 6704 members 
Mstep: Class 9 contains 13547 members 
Mstep: Class 10 contains 62976 members 
Mstep: Class 11 contains 38889 members 
Mstep: Class 12 contains 4845 members 
Mstep: Class 13 contains 129740 members 
Mstep: Class 14 contains 126007 members 
Mstep: Class 15 contains 61202 members 
Mstep: Class 16 contains 18353 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 41478 members 
Mstep: Class 19 contains 8272 members 
Mstep: Class 20 contains 2897 members 
Mstep: Class 21 contains 5602 members 
Mstep: Class 22 contains 10905 members 
Mstep: Class 23 contains 63943 members 
Mstep: Class 24 contains 5526 members 
Mstep: Class 25 contains 7616 members 
Mstep: Class 26 contains 66847 members 
Mstep: Class 27 contains 2737 members 
Mstep: Class 28 contains 29704 members 
Mstep: Class 29 contains 82736 members 
Entering Unmasked Estep 
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Score: -84432184.000000 Penalty: 64905.007812
Iteration 58Q: 30 clusters Score -8.443218e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 70508 members 
Mstep: Class 2 contains 8772 members 
Mstep: Class 3 contains 51509 members 
Mstep: Class 4 contains 11009 members 
Mstep: Class 5 contains 10813 members 
Mstep: Class 6 contains 2794 members 
Mstep: Class 7 contains 11272 members 
Mstep: Class 8 contains 6699 members 
Mstep: Class 9 contains 13551 members 
Mstep: Class 10 contains 63266 members 
Mstep: Class 11 contains 38848 members 
Mstep: Class 12 contains 4870 members 
Mstep: Class 13 contains 129686 members 
Mstep: Class 14 contains 125940 members 
Mstep: Class 15 contains 61203 members 
Mstep: Class 16 contains 18365 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 41467 members 
Mstep: Class 19 contains 8277 members 
Mstep: Class 20 contains 2897 members 
Mstep: Class 21 contains 5622 members 
Mstep: Class 22 contains 10901 members 
Mstep: Class 23 contains 63869 members 
Mstep: Class 24 contains 5529 members 
Mstep: Class 25 contains 7690 members 
Mstep: Class 26 contains 66654 members 
Mstep: Class 27 contains 2741 members 
Mstep: Class 28 contains 29584 members 
Mstep: Class 29 contains 83043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84432464.000000 Penalty: 64905.007812
Iteration 59Q: 30 clusters Score -8.443246e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 70454 members 
Mstep: Class 2 contains 8763 members 
Mstep: Class 3 contains 51498 members 
Mstep: Class 4 contains 11013 members 
Mstep: Class 5 contains 10812 members 
Mstep: Class 6 contains 2802 members 
Mstep: Class 7 contains 11129 members 
Mstep: Class 8 contains 6697 members 
Mstep: Class 9 contains 13555 members 
Mstep: Class 10 contains 63579 members 
Mstep: Class 11 contains 38797 members 
Mstep: Class 12 contains 4890 members 
Mstep: Class 13 contains 129643 members 
Mstep: Class 14 contains 125864 members 
Mstep: Class 15 contains 61198 members 
Mstep: Class 16 contains 18375 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 41455 members 
Mstep: Class 19 contains 8286 members 
Mstep: Class 20 contains 2897 members 
Mstep: Class 21 contains 5633 members 
Mstep: Class 22 contains 10900 members 
Mstep: Class 23 contains 63808 members 
Mstep: Class 24 contains 5531 members 
Mstep: Class 25 contains 7771 members 
Mstep: Class 26 contains 66493 members 
Mstep: Class 27 contains 2745 members 
Mstep: Class 28 contains 29495 members 
Mstep: Class 29 contains 83294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84433824.000000 Penalty: 64905.007812
Iteration 60F: 30 clusters Score -8.443382e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 70389 members 
Mstep: Class 2 contains 8744 members 
Mstep: Class 3 contains 51491 members 
Mstep: Class 4 contains 11010 members 
Mstep: Class 5 contains 10806 members 
Mstep: Class 6 contains 2807 members 
Mstep: Class 7 contains 11651 members 
Mstep: Class 8 contains 6696 members 
Mstep: Class 9 contains 13610 members 
Mstep: Class 10 contains 63886 members 
Mstep: Class 11 contains 38620 members 
Mstep: Class 12 contains 4920 members 
Mstep: Class 13 contains 129283 members 
Mstep: Class 14 contains 125647 members 
Mstep: Class 15 contains 61187 members 
Mstep: Class 16 contains 18380 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 41390 members 
Mstep: Class 19 contains 8281 members 
Mstep: Class 20 contains 2850 members 
Mstep: Class 21 contains 5923 members 
Mstep: Class 22 contains 10895 members 
Mstep: Class 23 contains 63763 members 
Mstep: Class 24 contains 5530 members 
Mstep: Class 25 contains 7848 members 
Mstep: Class 26 contains 66203 members 
Mstep: Class 27 contains 2807 members 
Mstep: Class 28 contains 29322 members 
Mstep: Class 29 contains 83422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84434632.000000 Penalty: 64905.007812
Iteration 61Q: 30 clusters Score -8.443463e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 70334 members 
Mstep: Class 2 contains 8734 members 
Mstep: Class 3 contains 51487 members 
Mstep: Class 4 contains 11013 members 
Mstep: Class 5 contains 10807 members 
Mstep: Class 6 contains 2817 members 
Mstep: Class 7 contains 12143 members 
Mstep: Class 8 contains 6694 members 
Mstep: Class 9 contains 13655 members 
Mstep: Class 10 contains 64207 members 
Mstep: Class 11 contains 38516 members 
Mstep: Class 12 contains 4939 members 
Mstep: Class 13 contains 128895 members 
Mstep: Class 14 contains 125445 members 
Mstep: Class 15 contains 61184 members 
Mstep: Class 16 contains 18385 members 
Mstep: Class 17 contains 968 members 
Mstep: Class 18 contains 41325 members 
Mstep: Class 19 contains 8279 members 
Mstep: Class 20 contains 2811 members 
Mstep: Class 21 contains 6211 members 
Mstep: Class 22 contains 10887 members 
Mstep: Class 23 contains 63716 members 
Mstep: Class 24 contains 5534 members 
Mstep: Class 25 contains 7897 members 
Mstep: Class 26 contains 65957 members 
Mstep: Class 27 contains 2849 members 
Mstep: Class 28 contains 29144 members 
Mstep: Class 29 contains 83489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84435096.000000 Penalty: 64905.007812
Iteration 62Q: 30 clusters Score -8.44351e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 70279 members 
Mstep: Class 2 contains 8714 members 
Mstep: Class 3 contains 51481 members 
Mstep: Class 4 contains 11016 members 
Mstep: Class 5 contains 10798 members 
Mstep: Class 6 contains 2840 members 
Mstep: Class 7 contains 12697 members 
Mstep: Class 8 contains 6693 members 
Mstep: Class 9 contains 13688 members 
Mstep: Class 10 contains 64546 members 
Mstep: Class 11 contains 38429 members 
Mstep: Class 12 contains 4966 members 
Mstep: Class 13 contains 128513 members 
Mstep: Class 14 contains 125230 members 
Mstep: Class 15 contains 61174 members 
Mstep: Class 16 contains 18392 members 
Mstep: Class 17 contains 973 members 
Mstep: Class 18 contains 41256 members 
Mstep: Class 19 contains 8281 members 
Mstep: Class 20 contains 2803 members 
Mstep: Class 21 contains 6469 members 
Mstep: Class 22 contains 10853 members 
Mstep: Class 23 contains 63666 members 
Mstep: Class 24 contains 5539 members 
Mstep: Class 25 contains 7958 members 
Mstep: Class 26 contains 65747 members 
Mstep: Class 27 contains 2869 members 
Mstep: Class 28 contains 28955 members 
Mstep: Class 29 contains 83497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84435440.000000 Penalty: 64905.007812
Iteration 63Q: 30 clusters Score -8.443544e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 70229 members 
Mstep: Class 2 contains 8692 members 
Mstep: Class 3 contains 51476 members 
Mstep: Class 4 contains 11017 members 
Mstep: Class 5 contains 10790 members 
Mstep: Class 6 contains 2855 members 
Mstep: Class 7 contains 13209 members 
Mstep: Class 8 contains 6691 members 
Mstep: Class 9 contains 13713 members 
Mstep: Class 10 contains 64884 members 
Mstep: Class 11 contains 38361 members 
Mstep: Class 12 contains 5003 members 
Mstep: Class 13 contains 128194 members 
Mstep: Class 14 contains 124994 members 
Mstep: Class 15 contains 61169 members 
Mstep: Class 16 contains 18398 members 
Mstep: Class 17 contains 976 members 
Mstep: Class 18 contains 41200 members 
Mstep: Class 19 contains 8286 members 
Mstep: Class 20 contains 2804 members 
Mstep: Class 21 contains 6650 members 
Mstep: Class 22 contains 10838 members 
Mstep: Class 23 contains 63616 members 
Mstep: Class 24 contains 5539 members 
Mstep: Class 25 contains 8015 members 
Mstep: Class 26 contains 65603 members 
Mstep: Class 27 contains 2880 members 
Mstep: Class 28 contains 28753 members 
Mstep: Class 29 contains 83487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84435880.000000 Penalty: 64905.007812
Iteration 64Q: 30 clusters Score -8.443588e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 70186 members 
Mstep: Class 2 contains 8676 members 
Mstep: Class 3 contains 51468 members 
Mstep: Class 4 contains 11016 members 
Mstep: Class 5 contains 10785 members 
Mstep: Class 6 contains 2876 members 
Mstep: Class 7 contains 13832 members 
Mstep: Class 8 contains 6693 members 
Mstep: Class 9 contains 13735 members 
Mstep: Class 10 contains 65192 members 
Mstep: Class 11 contains 38305 members 
Mstep: Class 12 contains 5046 members 
Mstep: Class 13 contains 127902 members 
Mstep: Class 14 contains 124735 members 
Mstep: Class 15 contains 61171 members 
Mstep: Class 16 contains 18407 members 
Mstep: Class 17 contains 982 members 
Mstep: Class 18 contains 41145 members 
Mstep: Class 19 contains 8286 members 
Mstep: Class 20 contains 2805 members 
Mstep: Class 21 contains 6780 members 
Mstep: Class 22 contains 10826 members 
Mstep: Class 23 contains 63568 members 
Mstep: Class 24 contains 5536 members 
Mstep: Class 25 contains 8075 members 
Mstep: Class 26 contains 65460 members 
Mstep: Class 27 contains 2883 members 
Mstep: Class 28 contains 28501 members 
Mstep: Class 29 contains 83450 members 
Entering Unmasked Estep 
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Score: -84436376.000000 Penalty: 64905.007812
Iteration 65Q: 30 clusters Score -8.443638e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 70150 members 
Mstep: Class 2 contains 8662 members 
Mstep: Class 3 contains 51465 members 
Mstep: Class 4 contains 11013 members 
Mstep: Class 5 contains 10769 members 
Mstep: Class 6 contains 2884 members 
Mstep: Class 7 contains 14428 members 
Mstep: Class 8 contains 6692 members 
Mstep: Class 9 contains 13744 members 
Mstep: Class 10 contains 65518 members 
Mstep: Class 11 contains 38243 members 
Mstep: Class 12 contains 5074 members 
Mstep: Class 13 contains 127651 members 
Mstep: Class 14 contains 124498 members 
Mstep: Class 15 contains 61173 members 
Mstep: Class 16 contains 18410 members 
Mstep: Class 17 contains 986 members 
Mstep: Class 18 contains 41100 members 
Mstep: Class 19 contains 8284 members 
Mstep: Class 20 contains 2807 members 
Mstep: Class 21 contains 6899 members 
Mstep: Class 22 contains 10822 members 
Mstep: Class 23 contains 63522 members 
Mstep: Class 24 contains 5537 members 
Mstep: Class 25 contains 8137 members 
Mstep: Class 26 contains 65338 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 28239 members 
Mstep: Class 29 contains 83390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84436496.000000 Penalty: 64905.007812
Iteration 66Q: 30 clusters Score -8.44365e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 70123 members 
Mstep: Class 2 contains 8648 members 
Mstep: Class 3 contains 51461 members 
Mstep: Class 4 contains 11015 members 
Mstep: Class 5 contains 10739 members 
Mstep: Class 6 contains 2883 members 
Mstep: Class 7 contains 15044 members 
Mstep: Class 8 contains 6691 members 
Mstep: Class 9 contains 13752 members 
Mstep: Class 10 contains 65807 members 
Mstep: Class 11 contains 38198 members 
Mstep: Class 12 contains 5101 members 
Mstep: Class 13 contains 127415 members 
Mstep: Class 14 contains 124252 members 
Mstep: Class 15 contains 61166 members 
Mstep: Class 16 contains 18414 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 41069 members 
Mstep: Class 19 contains 8274 members 
Mstep: Class 20 contains 2814 members 
Mstep: Class 21 contains 6987 members 
Mstep: Class 22 contains 10818 members 
Mstep: Class 23 contains 63482 members 
Mstep: Class 24 contains 5538 members 
Mstep: Class 25 contains 8173 members 
Mstep: Class 26 contains 65220 members 
Mstep: Class 27 contains 2889 members 
Mstep: Class 28 contains 28006 members 
Mstep: Class 29 contains 83352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84436752.000000 Penalty: 64905.007812
Iteration 67Q: 30 clusters Score -8.443675e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 70099 members 
Mstep: Class 2 contains 8630 members 
Mstep: Class 3 contains 51458 members 
Mstep: Class 4 contains 11018 members 
Mstep: Class 5 contains 10699 members 
Mstep: Class 6 contains 2878 members 
Mstep: Class 7 contains 15600 members 
Mstep: Class 8 contains 6691 members 
Mstep: Class 9 contains 13757 members 
Mstep: Class 10 contains 66077 members 
Mstep: Class 11 contains 38169 members 
Mstep: Class 12 contains 5130 members 
Mstep: Class 13 contains 127235 members 
Mstep: Class 14 contains 124033 members 
Mstep: Class 15 contains 61160 members 
Mstep: Class 16 contains 18417 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 41039 members 
Mstep: Class 19 contains 8255 members 
Mstep: Class 20 contains 2819 members 
Mstep: Class 21 contains 7058 members 
Mstep: Class 22 contains 10826 members 
Mstep: Class 23 contains 63449 members 
Mstep: Class 24 contains 5539 members 
Mstep: Class 25 contains 8209 members 
Mstep: Class 26 contains 65123 members 
Mstep: Class 27 contains 2892 members 
Mstep: Class 28 contains 27772 members 
Mstep: Class 29 contains 83298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84436944.000000 Penalty: 64905.007812
Iteration 68Q: 30 clusters Score -8.443694e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 70077 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 51454 members 
Mstep: Class 4 contains 11019 members 
Mstep: Class 5 contains 10666 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 7 contains 16148 members 
Mstep: Class 8 contains 6691 members 
Mstep: Class 9 contains 13762 members 
Mstep: Class 10 contains 66333 members 
Mstep: Class 11 contains 38155 members 
Mstep: Class 12 contains 5159 members 
Mstep: Class 13 contains 127078 members 
Mstep: Class 14 contains 123789 members 
Mstep: Class 15 contains 61152 members 
Mstep: Class 16 contains 18421 members 
Mstep: Class 17 contains 994 members 
Mstep: Class 18 contains 41020 members 
Mstep: Class 19 contains 8242 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 7113 members 
Mstep: Class 22 contains 10828 members 
Mstep: Class 23 contains 63415 members 
Mstep: Class 24 contains 5540 members 
Mstep: Class 25 contains 8260 members 
Mstep: Class 26 contains 65048 members 
Mstep: Class 27 contains 2893 members 
Mstep: Class 28 contains 27538 members 
Mstep: Class 29 contains 83219 members 
Entering Unmasked Estep 
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Iteration 69Q: 30 clusters Score -8.443697e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 70066 members 
Mstep: Class 2 contains 8604 members 
Mstep: Class 3 contains 51450 members 
Mstep: Class 4 contains 11022 members 
Mstep: Class 5 contains 10634 members 
Mstep: Class 6 contains 2869 members 
Mstep: Class 7 contains 16663 members 
Mstep: Class 8 contains 6691 members 
Mstep: Class 9 contains 13770 members 
Mstep: Class 10 contains 66600 members 
Mstep: Class 11 contains 38127 members 
Mstep: Class 12 contains 5180 members 
Mstep: Class 13 contains 126963 members 
Mstep: Class 14 contains 123559 members 
Mstep: Class 15 contains 61144 members 
Mstep: Class 16 contains 18425 members 
Mstep: Class 17 contains 996 members 
Mstep: Class 18 contains 41004 members 
Mstep: Class 19 contains 8228 members 
Mstep: Class 20 contains 2819 members 
Mstep: Class 21 contains 7156 members 
Mstep: Class 22 contains 10832 members 
Mstep: Class 23 contains 63392 members 
Mstep: Class 24 contains 5540 members 
Mstep: Class 25 contains 8296 members 
Mstep: Class 26 contains 65004 members 
Mstep: Class 27 contains 2895 members 
Mstep: Class 28 contains 27244 members 
Mstep: Class 29 contains 83149 members 
Entering Unmasked Estep 
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Iteration 70Q: 30 clusters Score -8.443738e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 70051 members 
Mstep: Class 2 contains 8597 members 
Mstep: Class 3 contains 51447 members 
Mstep: Class 4 contains 11021 members 
Mstep: Class 5 contains 10606 members 
Mstep: Class 6 contains 2868 members 
Mstep: Class 7 contains 17193 members 
Mstep: Class 8 contains 6690 members 
Mstep: Class 9 contains 13774 members 
Mstep: Class 10 contains 66850 members 
Mstep: Class 11 contains 38106 members 
Mstep: Class 12 contains 5199 members 
Mstep: Class 13 contains 126836 members 
Mstep: Class 14 contains 123306 members 
Mstep: Class 15 contains 61143 members 
Mstep: Class 16 contains 18428 members 
Mstep: Class 17 contains 996 members 
Mstep: Class 18 contains 40991 members 
Mstep: Class 19 contains 8215 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 7193 members 
Mstep: Class 22 contains 10831 members 
Mstep: Class 23 contains 63372 members 
Mstep: Class 24 contains 5541 members 
Mstep: Class 25 contains 8322 members 
Mstep: Class 26 contains 64975 members 
Mstep: Class 27 contains 2895 members 
Mstep: Class 28 contains 26981 members 
Mstep: Class 29 contains 83075 members 
Entering Unmasked Estep 
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Iteration 71Q: 30 clusters Score -8.443778e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 70028 members 
Mstep: Class 2 contains 8597 members 
Mstep: Class 3 contains 51444 members 
Mstep: Class 4 contains 11022 members 
Mstep: Class 5 contains 10570 members 
Mstep: Class 6 contains 2865 members 
Mstep: Class 7 contains 17686 members 
Mstep: Class 8 contains 6690 members 
Mstep: Class 9 contains 13776 members 
Mstep: Class 10 contains 67085 members 
Mstep: Class 11 contains 38084 members 
Mstep: Class 12 contains 5213 members 
Mstep: Class 13 contains 126691 members 
Mstep: Class 14 contains 123091 members 
Mstep: Class 15 contains 61145 members 
Mstep: Class 16 contains 18431 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 40972 members 
Mstep: Class 19 contains 8200 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 7232 members 
Mstep: Class 22 contains 10828 members 
Mstep: Class 23 contains 63350 members 
Mstep: Class 24 contains 5541 members 
Mstep: Class 25 contains 8343 members 
Mstep: Class 26 contains 64984 members 
Mstep: Class 27 contains 2899 members 
Mstep: Class 28 contains 26729 members 
Mstep: Class 29 contains 83011 members 
Entering Unmasked Estep 
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Iteration 72Q: 30 clusters Score -8.4438e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 70015 members 
Mstep: Class 2 contains 8593 members 
Mstep: Class 3 contains 51443 members 
Mstep: Class 4 contains 11021 members 
Mstep: Class 5 contains 10549 members 
Mstep: Class 6 contains 2858 members 
Mstep: Class 7 contains 18129 members 
Mstep: Class 8 contains 6690 members 
Mstep: Class 9 contains 13779 members 
Mstep: Class 10 contains 67319 members 
Mstep: Class 11 contains 38078 members 
Mstep: Class 12 contains 5225 members 
Mstep: Class 13 contains 126584 members 
Mstep: Class 14 contains 122857 members 
Mstep: Class 15 contains 61144 members 
Mstep: Class 16 contains 18432 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 40966 members 
Mstep: Class 19 contains 8184 members 
Mstep: Class 20 contains 2821 members 
Mstep: Class 21 contains 7249 members 
Mstep: Class 22 contains 10818 members 
Mstep: Class 23 contains 63334 members 
Mstep: Class 24 contains 5541 members 
Mstep: Class 25 contains 8350 members 
Mstep: Class 26 contains 64977 members 
Mstep: Class 27 contains 2900 members 
Mstep: Class 28 contains 26510 members 
Mstep: Class 29 contains 82964 members 
Entering Unmasked Estep 
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Iteration 73Q: 30 clusters Score -8.443826e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 69999 members 
Mstep: Class 2 contains 8590 members 
Mstep: Class 3 contains 51439 members 
Mstep: Class 4 contains 11019 members 
Mstep: Class 5 contains 10541 members 
Mstep: Class 6 contains 2853 members 
Mstep: Class 7 contains 18530 members 
Mstep: Class 8 contains 6690 members 
Mstep: Class 9 contains 13781 members 
Mstep: Class 10 contains 67545 members 
Mstep: Class 11 contains 38072 members 
Mstep: Class 12 contains 5246 members 
Mstep: Class 13 contains 126485 members 
Mstep: Class 14 contains 122651 members 
Mstep: Class 15 contains 61141 members 
Mstep: Class 16 contains 18436 members 
Mstep: Class 17 contains 990 members 
Mstep: Class 18 contains 40965 members 
Mstep: Class 19 contains 8172 members 
Mstep: Class 20 contains 2823 members 
Mstep: Class 21 contains 7256 members 
Mstep: Class 22 contains 10813 members 
Mstep: Class 23 contains 63316 members 
Mstep: Class 24 contains 5541 members 
Mstep: Class 25 contains 8360 members 
Mstep: Class 26 contains 64961 members 
Mstep: Class 27 contains 2901 members 
Mstep: Class 28 contains 26293 members 
Mstep: Class 29 contains 82913 members 
Entering Unmasked Estep 
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Iteration 74Q: 30 clusters Score -8.443851e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 69992 members 
Mstep: Class 2 contains 8587 members 
Mstep: Class 3 contains 51436 members 
Mstep: Class 4 contains 11015 members 
Mstep: Class 5 contains 10529 members 
Mstep: Class 6 contains 2854 members 
Mstep: Class 7 contains 18869 members 
Mstep: Class 8 contains 6690 members 
Mstep: Class 9 contains 13783 members 
Mstep: Class 10 contains 67758 members 
Mstep: Class 11 contains 38064 members 
Mstep: Class 12 contains 5263 members 
Mstep: Class 13 contains 126398 members 
Mstep: Class 14 contains 122444 members 
Mstep: Class 15 contains 61140 members 
Mstep: Class 16 contains 18439 members 
Mstep: Class 17 contains 994 members 
Mstep: Class 18 contains 40969 members 
Mstep: Class 19 contains 8167 members 
Mstep: Class 20 contains 2827 members 
Mstep: Class 21 contains 7268 members 
Mstep: Class 22 contains 10814 members 
Mstep: Class 23 contains 63313 members 
Mstep: Class 24 contains 5541 members 
Mstep: Class 25 contains 8368 members 
Mstep: Class 26 contains 64946 members 
Mstep: Class 27 contains 2901 members 
Mstep: Class 28 contains 26083 members 
Mstep: Class 29 contains 82870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84438408.000000 Penalty: 64905.007812
Iteration 75Q: 30 clusters Score -8.443841e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 69979 members 
Mstep: Class 2 contains 8583 members 
Mstep: Class 3 contains 51435 members 
Mstep: Class 4 contains 11018 members 
Mstep: Class 5 contains 10513 members 
Mstep: Class 6 contains 2850 members 
Mstep: Class 7 contains 19197 members 
Mstep: Class 8 contains 6690 members 
Mstep: Class 9 contains 13787 members 
Mstep: Class 10 contains 67933 members 
Mstep: Class 11 contains 38059 members 
Mstep: Class 12 contains 5284 members 
Mstep: Class 13 contains 126303 members 
Mstep: Class 14 contains 122259 members 
Mstep: Class 15 contains 61137 members 
Mstep: Class 16 contains 18440 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 40967 members 
Mstep: Class 19 contains 8164 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 21 contains 7286 members 
Mstep: Class 22 contains 10821 members 
Mstep: Class 23 contains 63310 members 
Mstep: Class 24 contains 5540 members 
Mstep: Class 25 contains 8374 members 
Mstep: Class 26 contains 64938 members 
Mstep: Class 27 contains 2902 members 
Mstep: Class 28 contains 25899 members 
Mstep: Class 29 contains 82830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84438664.000000 Penalty: 64905.007812
Iteration 76Q: 30 clusters Score -8.443866e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 69971 members 
Mstep: Class 2 contains 8580 members 
Mstep: Class 3 contains 51432 members 
Mstep: Class 4 contains 11016 members 
Mstep: Class 5 contains 10501 members 
Mstep: Class 6 contains 2848 members 
Mstep: Class 7 contains 19480 members 
Mstep: Class 8 contains 6690 members 
Mstep: Class 9 contains 13791 members 
Mstep: Class 10 contains 68107 members 
Mstep: Class 11 contains 38057 members 
Mstep: Class 12 contains 5298 members 
Mstep: Class 13 contains 126212 members 
Mstep: Class 14 contains 122107 members 
Mstep: Class 15 contains 61136 members 
Mstep: Class 16 contains 18442 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 40976 members 
Mstep: Class 19 contains 8158 members 
Mstep: Class 20 contains 2832 members 
Mstep: Class 21 contains 7303 members 
Mstep: Class 22 contains 10825 members 
Mstep: Class 23 contains 63299 members 
Mstep: Class 24 contains 5540 members 
Mstep: Class 25 contains 8380 members 
Mstep: Class 26 contains 64937 members 
Mstep: Class 27 contains 2903 members 
Mstep: Class 28 contains 25738 members 
Mstep: Class 29 contains 82768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84438640.000000 Penalty: 64905.007812
Iteration 77Q: 30 clusters Score -8.443864e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 69966 members 
Mstep: Class 2 contains 8575 members 
Mstep: Class 3 contains 51425 members 
Mstep: Class 4 contains 11020 members 
Mstep: Class 5 contains 10492 members 
Mstep: Class 6 contains 2851 members 
Mstep: Class 7 contains 19705 members 
Mstep: Class 8 contains 6690 members 
Mstep: Class 9 contains 13793 members 
Mstep: Class 10 contains 68270 members 
Mstep: Class 11 contains 38045 members 
Mstep: Class 12 contains 5311 members 
Mstep: Class 13 contains 126140 members 
Mstep: Class 14 contains 121979 members 
Mstep: Class 15 contains 61134 members 
Mstep: Class 16 contains 18449 members 
Mstep: Class 17 contains 993 members 
Mstep: Class 18 contains 40976 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 2833 members 
Mstep: Class 21 contains 7316 members 
Mstep: Class 22 contains 10819 members 
Mstep: Class 23 contains 63295 members 
Mstep: Class 24 contains 5539 members 
Mstep: Class 25 contains 8388 members 
Mstep: Class 26 contains 64942 members 
Mstep: Class 27 contains 2903 members 
Mstep: Class 28 contains 25610 members 
Mstep: Class 29 contains 82704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84438632.000000 Penalty: 64905.007812
Iteration 78Q: 30 clusters Score -8.443863e+07 nChanged 791
Entering ConstructFrom: 
Score: -84438632.000000 Penalty: 64905.007812
Entering ConstructFrom: 
Trying to split cluster 1 (69969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69969 members 
Entering Unmasked Estep 
Score: -6412380.000000 Penalty: 1812.818726
	Iteration 0F: 2 clusters Score -6412380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -6365724.000000 Penalty: 3625.637451
	Iteration 0F: 3 clusters Score -6365724 nChanged 33187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -6384860.500000 Penalty: 3625.637451
	Iteration 1F: 3 clusters Score -6384860 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -6385527.000000 Penalty: 3625.637451
	Iteration 2Q: 3 clusters Score -6385527 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -6386186.000000 Penalty: 3625.637451
	Iteration 3Q: 3 clusters Score -6386186 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -6387130.000000 Penalty: 3625.637451
	Iteration 4Q: 3 clusters Score -6387130 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36118 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -6388335.000000 Penalty: 3625.637451
	Iteration 5Q: 3 clusters Score -6388335 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -6390022.000000 Penalty: 3625.637451
	Iteration 6Q: 3 clusters Score -6390022 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -6392439.000000 Penalty: 3625.637451
	Iteration 7F: 3 clusters Score -6392439 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -6395585.500000 Penalty: 3625.637451
	Iteration 8F: 3 clusters Score -6395586 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -6399265.000000 Penalty: 3625.637451
	Iteration 9F: 3 clusters Score -6399265 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -6402598.000000 Penalty: 3625.637451
	Iteration 10F: 3 clusters Score -6402598 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -6404893.000000 Penalty: 3625.637451
	Iteration 11Q: 3 clusters Score -6404893 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -6406336.500000 Penalty: 3625.637451
	Iteration 12Q: 3 clusters Score -6406336 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46276 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -6407360.000000 Penalty: 3625.637451
	Iteration 13Q: 3 clusters Score -6407360 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46760 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -6408030.500000 Penalty: 3625.637451
	Iteration 14Q: 3 clusters Score -6408030 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -6408577.000000 Penalty: 3625.637451
	Iteration 15Q: 3 clusters Score -6408577 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47389 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -6408985.500000 Penalty: 3625.637451
	Iteration 16Q: 3 clusters Score -6408986 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47589 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -6409241.500000 Penalty: 3625.637451
	Iteration 17Q: 3 clusters Score -6409242 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -6409446.000000 Penalty: 3625.637451
	Iteration 18Q: 3 clusters Score -6409446 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -6409587.500000 Penalty: 3625.637451
	Iteration 19Q: 3 clusters Score -6409588 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -6409693.500000 Penalty: 3625.637451
	Iteration 20F: 3 clusters Score -6409694 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47860 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -6409742.000000 Penalty: 3625.637451
	Iteration 21Q: 3 clusters Score -6409742 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47869 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -6409763.500000 Penalty: 3625.637451
	Iteration 22Q: 3 clusters Score -6409764 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47871 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -6409819.500000 Penalty: 3625.637451
	Iteration 23Q: 3 clusters Score -6409820 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -6409837.000000 Penalty: 3625.637451
	Iteration 24Q: 3 clusters Score -6409837 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47825 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -6409846.000000 Penalty: 3625.637451
	Iteration 25Q: 3 clusters Score -6409846 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47761 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -6409852.500000 Penalty: 3625.637451
	Iteration 26Q: 3 clusters Score -6409852 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47706 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -6409867.000000 Penalty: 3625.637451
	Iteration 27Q: 3 clusters Score -6409867 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -6409894.000000 Penalty: 3625.637451
	Iteration 28Q: 3 clusters Score -6409894 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47572 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -6409901.500000 Penalty: 3625.637451
	Iteration 29Q: 3 clusters Score -6409902 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -6409895.500000 Penalty: 3625.637451
	Iteration 30Q: 3 clusters Score -6409896 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47444 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -6409904.000000 Penalty: 3625.637451
	Iteration 31Q: 3 clusters Score -6409904 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47385 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -6409905.500000 Penalty: 3625.637451
	Iteration 32Q: 3 clusters Score -6409906 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47328 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -6409925.500000 Penalty: 3625.637451
	Iteration 33Q: 3 clusters Score -6409926 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -6409927.000000 Penalty: 3625.637451
	Iteration 34Q: 3 clusters Score -6409927 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -6409920.500000 Penalty: 3625.637451
	Iteration 35Q: 3 clusters Score -6409920 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47176 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -6409920.500000 Penalty: 3625.637451
	Iteration 36Q: 3 clusters Score -6409920 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -6409932.000000 Penalty: 3625.637451
	Iteration 37Q: 3 clusters Score -6409932 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -6409922.500000 Penalty: 3625.637451
	Iteration 38Q: 3 clusters Score -6409922 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47078 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -6409919.500000 Penalty: 3625.637451
	Iteration 39Q: 3 clusters Score -6409920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -6409928.500000 Penalty: 3625.637451
	Iteration 40F: 3 clusters Score -6409928 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47022 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -6409921.000000 Penalty: 3625.637451
	Iteration 41Q: 3 clusters Score -6409921 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -6409939.500000 Penalty: 3625.637451
	Iteration 42Q: 3 clusters Score -6409940 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -6409940.500000 Penalty: 3625.637451
	Iteration 43Q: 3 clusters Score -6409940 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46909 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -6409947.500000 Penalty: 3625.637451
	Iteration 44Q: 3 clusters Score -6409948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46874 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -6409954.000000 Penalty: 3625.637451
	Iteration 45Q: 3 clusters Score -6409954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -6409953.000000 Penalty: 3625.637451
	Iteration 46Q: 3 clusters Score -6409953 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46821 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -6409958.000000 Penalty: 3625.637451
	Iteration 47Q: 3 clusters Score -6409958 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46790 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -6409951.000000 Penalty: 3625.637451
	Iteration 48Q: 3 clusters Score -6409951 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46764 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -6409949.500000 Penalty: 3625.637451
	Iteration 49Q: 3 clusters Score -6409950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -6409958.000000 Penalty: 3625.637451
	Iteration 50Q: 3 clusters Score -6409958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46719 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -6409969.000000 Penalty: 3625.637451
	Iteration 51Q: 3 clusters Score -6409969 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46698 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -6409968.000000 Penalty: 3625.637451
	Iteration 52Q: 3 clusters Score -6409968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -6409961.500000 Penalty: 3625.637451
	Iteration 53Q: 3 clusters Score -6409962 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -6409954.000000 Penalty: 3625.637451
	Iteration 54Q: 3 clusters Score -6409954 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -6409963.000000 Penalty: 3625.637451
	Iteration 55Q: 3 clusters Score -6409963 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -6409949.000000 Penalty: 3625.637451
	Iteration 56Q: 3 clusters Score -6409949 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -6409943.500000 Penalty: 3625.637451
	Iteration 57Q: 3 clusters Score -6409944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46515 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -6409953.000000 Penalty: 3625.637451
	Iteration 58Q: 3 clusters Score -6409953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46496 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -6409958.500000 Penalty: 3625.637451
	Iteration 59Q: 3 clusters Score -6409958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -6409962.500000 Penalty: 3625.637451
	Iteration 60F: 3 clusters Score -6409962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -6409977.000000 Penalty: 3625.637451
	Iteration 61Q: 3 clusters Score -6409977 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46426 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -6409982.500000 Penalty: 3625.637451
	Iteration 62Q: 3 clusters Score -6409982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -6409979.000000 Penalty: 3625.637451
	Iteration 63Q: 3 clusters Score -6409979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46386 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -6409985.000000 Penalty: 3625.637451
	Iteration 64Q: 3 clusters Score -6409985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -6409987.500000 Penalty: 3625.637451
	Iteration 65Q: 3 clusters Score -6409988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -6409998.000000 Penalty: 3625.637451
	Iteration 66Q: 3 clusters Score -6409998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -6409997.500000 Penalty: 3625.637451
	Iteration 67Q: 3 clusters Score -6409998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46317 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -6409993.000000 Penalty: 3625.637451
	Iteration 68Q: 3 clusters Score -6409993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -6409989.000000 Penalty: 3625.637451
	Iteration 69Q: 3 clusters Score -6409989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46293 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -6409995.000000 Penalty: 3625.637451
	Iteration 70Q: 3 clusters Score -6409995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46286 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -6409995.500000 Penalty: 3625.637451
	Iteration 71Q: 3 clusters Score -6409996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46277 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -6409994.000000 Penalty: 3625.637451
	Iteration 72Q: 3 clusters Score -6409994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46272 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -6409993.500000 Penalty: 3625.637451
	Iteration 73Q: 3 clusters Score -6409994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -6409996.000000 Penalty: 3625.637451
	Iteration 74Q: 3 clusters Score -6409996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -6409991.500000 Penalty: 3625.637451
	Iteration 75Q: 3 clusters Score -6409992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46259 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -6409992.000000 Penalty: 3625.637451
	Iteration 76Q: 3 clusters Score -6409992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -6409995.000000 Penalty: 3625.637451
	Iteration 77Q: 3 clusters Score -6409995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46248 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -6409993.000000 Penalty: 3625.637451
	Iteration 78Q: 3 clusters Score -6409993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -6409988.000000 Penalty: 3625.637451
	Iteration 79Q: 3 clusters Score -6409988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46240 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -6409988.000000 Penalty: 3625.637451
	Iteration 80F: 3 clusters Score -6409988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46237 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -6409987.000000 Penalty: 3625.637451
	Iteration 81Q: 3 clusters Score -6409987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46237 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -6409987.000000 Penalty: 3625.637451
	Iteration 82F: 3 clusters Score -6409987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Entering Unmasked Estep 
Score: -732321.562500 Penalty: 1471.584717
	Iteration 0F: 2 clusters Score -732321.6 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 4269 members 
Entering Unmasked Estep 
Score: -725958.812500 Penalty: 2943.169434
	Iteration 0F: 3 clusters Score -725958.8 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -728272.750000 Penalty: 2943.169434
	Iteration 1F: 3 clusters Score -728272.8 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -729043.375000 Penalty: 2943.169434
	Iteration 2F: 3 clusters Score -729043.4 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -730167.812500 Penalty: 2943.169434
	Iteration 3F: 3 clusters Score -730167.8 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -731269.687500 Penalty: 2943.169434
	Iteration 4F: 3 clusters Score -731269.7 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -731985.312500 Penalty: 2943.169434
	Iteration 5F: 3 clusters Score -731985.3 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -732540.250000 Penalty: 2943.169434
	Iteration 6F: 3 clusters Score -732540.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -733111.812500 Penalty: 2943.169434
	Iteration 7Q: 3 clusters Score -733111.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -733634.812500 Penalty: 2943.169434
	Iteration 8Q: 3 clusters Score -733634.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -733980.937500 Penalty: 2943.169434
	Iteration 9Q: 3 clusters Score -733980.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -734202.750000 Penalty: 2943.169434
	Iteration 10Q: 3 clusters Score -734202.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -734398.375000 Penalty: 2943.169434
	Iteration 11Q: 3 clusters Score -734398.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -734553.187500 Penalty: 2943.169434
	Iteration 12Q: 3 clusters Score -734553.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -734630.500000 Penalty: 2943.169434
	Iteration 13Q: 3 clusters Score -734630.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -734680.500000 Penalty: 2943.169434
	Iteration 14Q: 3 clusters Score -734680.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -734704.500000 Penalty: 2943.169434
	Iteration 15Q: 3 clusters Score -734704.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -734712.375000 Penalty: 2943.169434
	Iteration 16Q: 3 clusters Score -734712.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -734720.000000 Penalty: 2943.169434
	Iteration 17Q: 3 clusters Score -734720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -734725.437500 Penalty: 2943.169434
	Iteration 18Q: 3 clusters Score -734725.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -734728.375000 Penalty: 2943.169434
	Iteration 19Q: 3 clusters Score -734728.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -734730.750000 Penalty: 2943.169434
	Iteration 20F: 3 clusters Score -734730.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -734732.875000 Penalty: 2943.169434
	Iteration 21Q: 3 clusters Score -734732.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -734732.312500 Penalty: 2943.169434
	Iteration 22Q: 3 clusters Score -734732.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -734734.750000 Penalty: 2943.169434
	Iteration 23Q: 3 clusters Score -734734.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -734736.500000 Penalty: 2943.169434
	Iteration 24Q: 3 clusters Score -734736.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -734738.437500 Penalty: 2943.169434
	Iteration 25Q: 3 clusters Score -734738.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -734742.437500 Penalty: 2943.169434
	Iteration 26Q: 3 clusters Score -734742.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -734740.687500 Penalty: 2943.169434
	Iteration 27Q: 3 clusters Score -734740.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -734742.250000 Penalty: 2943.169434
	Iteration 28Q: 3 clusters Score -734742.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -734742.500000 Penalty: 2943.169434
	Iteration 29Q: 3 clusters Score -734742.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -734743.562500 Penalty: 2943.169434
	Iteration 30Q: 3 clusters Score -734743.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -734743.562500 Penalty: 2943.169434
	Iteration 31Q: 3 clusters Score -734743.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -734744.312500 Penalty: 2943.169434
	Iteration 32Q: 3 clusters Score -734744.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -734742.937500 Penalty: 2943.169434
	Iteration 33Q: 3 clusters Score -734742.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -734743.875000 Penalty: 2943.169434
	Iteration 34Q: 3 clusters Score -734743.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -734743.875000 Penalty: 2943.169434
	Iteration 35F: 3 clusters Score -734743.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 69969 members 
Mstep: Class 2 contains 4554 members 
Mstep: Class 3 contains 51420 members 
Mstep: Class 4 contains 11021 members 
Mstep: Class 5 contains 10484 members 
Mstep: Class 6 contains 2852 members 
Mstep: Class 7 contains 19881 members 
Mstep: Class 8 contains 6690 members 
Mstep: Class 9 contains 13792 members 
Mstep: Class 10 contains 68434 members 
Mstep: Class 11 contains 38021 members 
Mstep: Class 12 contains 5319 members 
Mstep: Class 13 contains 126083 members 
Mstep: Class 14 contains 121860 members 
Mstep: Class 15 contains 61134 members 
Mstep: Class 16 contains 18454 members 
Mstep: Class 17 contains 993 members 
Mstep: Class 18 contains 40973 members 
Mstep: Class 19 contains 8157 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 21 contains 7324 members 
Mstep: Class 22 contains 10815 members 
Mstep: Class 23 contains 63290 members 
Mstep: Class 24 contains 5538 members 
Mstep: Class 25 contains 8400 members 
Mstep: Class 26 contains 64929 members 
Mstep: Class 27 contains 2904 members 
Mstep: Class 28 contains 25522 members 
Mstep: Class 29 contains 82663 members 
Mstep: Class 30 contains 4015 members 
Entering Unmasked Estep 
Score: -84440168.000000 Penalty: 67143.117188
Splitting cluster 2 changes total score from -84438632.000000 to -84440168.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 3 (51420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51420 members 
Entering Unmasked Estep 
Score: -4608585.000000 Penalty: 1762.764648
	Iteration 0F: 2 clusters Score -4608585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -4574305.500000 Penalty: 3525.529297
	Iteration 0F: 3 clusters Score -4574306 nChanged 24096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -4588823.500000 Penalty: 3525.529297
	Iteration 1F: 3 clusters Score -4588824 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -4590198.000000 Penalty: 3525.529297
	Iteration 2F: 3 clusters Score -4590198 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -4591856.000000 Penalty: 3525.529297
	Iteration 3F: 3 clusters Score -4591856 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -4593780.500000 Penalty: 3525.529297
	Iteration 4F: 3 clusters Score -4593780 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -4595848.000000 Penalty: 3525.529297
	Iteration 5F: 3 clusters Score -4595848 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -4597993.000000 Penalty: 3525.529297
	Iteration 6F: 3 clusters Score -4597993 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -4600301.000000 Penalty: 3525.529297
	Iteration 7F: 3 clusters Score -4600301 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -4602333.500000 Penalty: 3525.529297
	Iteration 8Q: 3 clusters Score -4602334 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -4603594.000000 Penalty: 3525.529297
	Iteration 9Q: 3 clusters Score -4603594 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -4604318.000000 Penalty: 3525.529297
	Iteration 10Q: 3 clusters Score -4604318 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -4604814.000000 Penalty: 3525.529297
	Iteration 11Q: 3 clusters Score -4604814 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -4605175.000000 Penalty: 3525.529297
	Iteration 12Q: 3 clusters Score -4605175 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -4605459.500000 Penalty: 3525.529297
	Iteration 13Q: 3 clusters Score -4605460 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -4605741.000000 Penalty: 3525.529297
	Iteration 14Q: 3 clusters Score -4605741 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -4605986.000000 Penalty: 3525.529297
	Iteration 15Q: 3 clusters Score -4605986 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -4606165.500000 Penalty: 3525.529297
	Iteration 16Q: 3 clusters Score -4606166 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -4606319.000000 Penalty: 3525.529297
	Iteration 17Q: 3 clusters Score -4606319 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -4606474.500000 Penalty: 3525.529297
	Iteration 18Q: 3 clusters Score -4606474 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -4606587.000000 Penalty: 3525.529297
	Iteration 19Q: 3 clusters Score -4606587 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -4606723.500000 Penalty: 3525.529297
	Iteration 20F: 3 clusters Score -4606724 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -4606784.000000 Penalty: 3525.529297
	Iteration 21Q: 3 clusters Score -4606784 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -4606831.000000 Penalty: 3525.529297
	Iteration 22Q: 3 clusters Score -4606831 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -4606876.500000 Penalty: 3525.529297
	Iteration 23Q: 3 clusters Score -4606876 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -4606905.500000 Penalty: 3525.529297
	Iteration 24Q: 3 clusters Score -4606906 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -4606951.000000 Penalty: 3525.529297
	Iteration 25Q: 3 clusters Score -4606951 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -4606980.500000 Penalty: 3525.529297
	Iteration 26Q: 3 clusters Score -4606980 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -4606978.500000 Penalty: 3525.529297
	Iteration 27Q: 3 clusters Score -4606978 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -4607001.500000 Penalty: 3525.529297
	Iteration 28Q: 3 clusters Score -4607002 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -4607011.000000 Penalty: 3525.529297
	Iteration 29Q: 3 clusters Score -4607011 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -4607038.000000 Penalty: 3525.529297
	Iteration 30Q: 3 clusters Score -4607038 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -4607042.000000 Penalty: 3525.529297
	Iteration 31Q: 3 clusters Score -4607042 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -4607042.500000 Penalty: 3525.529297
	Iteration 32Q: 3 clusters Score -4607042 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45400 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -4607059.500000 Penalty: 3525.529297
	Iteration 33Q: 3 clusters Score -4607060 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45522 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -4607067.000000 Penalty: 3525.529297
	Iteration 34Q: 3 clusters Score -4607067 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -4607107.500000 Penalty: 3525.529297
	Iteration 35Q: 3 clusters Score -4607108 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45771 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -4607124.500000 Penalty: 3525.529297
	Iteration 36Q: 3 clusters Score -4607124 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45883 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -4607139.000000 Penalty: 3525.529297
	Iteration 37Q: 3 clusters Score -4607139 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -4607158.500000 Penalty: 3525.529297
	Iteration 38Q: 3 clusters Score -4607158 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -4607175.500000 Penalty: 3525.529297
	Iteration 39Q: 3 clusters Score -4607176 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -4607191.500000 Penalty: 3525.529297
	Iteration 40F: 3 clusters Score -4607192 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46338 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -4607199.000000 Penalty: 3525.529297
	Iteration 41Q: 3 clusters Score -4607199 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46460 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -4607224.500000 Penalty: 3525.529297
	Iteration 42Q: 3 clusters Score -4607224 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46575 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -4607250.000000 Penalty: 3525.529297
	Iteration 43Q: 3 clusters Score -4607250 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46677 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -4607260.500000 Penalty: 3525.529297
	Iteration 44Q: 3 clusters Score -4607260 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -4607264.000000 Penalty: 3525.529297
	Iteration 45Q: 3 clusters Score -4607264 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -4607289.000000 Penalty: 3525.529297
	Iteration 46Q: 3 clusters Score -4607289 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -4607315.500000 Penalty: 3525.529297
	Iteration 47Q: 3 clusters Score -4607316 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -4607329.000000 Penalty: 3525.529297
	Iteration 48Q: 3 clusters Score -4607329 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -4607339.500000 Penalty: 3525.529297
	Iteration 49Q: 3 clusters Score -4607340 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47259 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -4607354.000000 Penalty: 3525.529297
	Iteration 50Q: 3 clusters Score -4607354 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -4607373.000000 Penalty: 3525.529297
	Iteration 51Q: 3 clusters Score -4607373 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47399 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -4607386.500000 Penalty: 3525.529297
	Iteration 52Q: 3 clusters Score -4607386 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47462 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -4607405.000000 Penalty: 3525.529297
	Iteration 53Q: 3 clusters Score -4607405 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47527 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -4607410.500000 Penalty: 3525.529297
	Iteration 54Q: 3 clusters Score -4607410 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47591 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -4607421.000000 Penalty: 3525.529297
	Iteration 55Q: 3 clusters Score -4607421 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -4607428.000000 Penalty: 3525.529297
	Iteration 56Q: 3 clusters Score -4607428 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -4607444.000000 Penalty: 3525.529297
	Iteration 57Q: 3 clusters Score -4607444 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -4607447.500000 Penalty: 3525.529297
	Iteration 58Q: 3 clusters Score -4607448 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47901 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -4607473.500000 Penalty: 3525.529297
	Iteration 59Q: 3 clusters Score -4607474 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47985 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -4607506.500000 Penalty: 3525.529297
	Iteration 60F: 3 clusters Score -4607506 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48073 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -4607538.500000 Penalty: 3525.529297
	Iteration 61Q: 3 clusters Score -4607538 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -4607581.500000 Penalty: 3525.529297
	Iteration 62Q: 3 clusters Score -4607582 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48310 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -4607663.000000 Penalty: 3525.529297
	Iteration 63Q: 3 clusters Score -4607663 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48460 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -4607787.500000 Penalty: 3525.529297
	Iteration 64Q: 3 clusters Score -4607788 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48597 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -4607897.500000 Penalty: 3525.529297
	Iteration 65Q: 3 clusters Score -4607898 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48713 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -4608013.000000 Penalty: 3525.529297
	Iteration 66Q: 3 clusters Score -4608013 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48834 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -4608114.500000 Penalty: 3525.529297
	Iteration 67Q: 3 clusters Score -4608114 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48936 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -4608204.500000 Penalty: 3525.529297
	Iteration 68Q: 3 clusters Score -4608204 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49022 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -4608248.000000 Penalty: 3525.529297
	Iteration 69Q: 3 clusters Score -4608248 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49081 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -4608290.500000 Penalty: 3525.529297
	Iteration 70Q: 3 clusters Score -4608290 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -4608297.000000 Penalty: 3525.529297
	Iteration 71Q: 3 clusters Score -4608297 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49158 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -4608307.000000 Penalty: 3525.529297
	Iteration 72Q: 3 clusters Score -4608307 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49179 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -4608315.500000 Penalty: 3525.529297
	Iteration 73Q: 3 clusters Score -4608316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49193 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -4608319.500000 Penalty: 3525.529297
	Iteration 74Q: 3 clusters Score -4608320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49205 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -4608326.500000 Penalty: 3525.529297
	Iteration 75Q: 3 clusters Score -4608326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49219 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -4608325.500000 Penalty: 3525.529297
	Iteration 76Q: 3 clusters Score -4608326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49228 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -4608330.000000 Penalty: 3525.529297
	Iteration 77Q: 3 clusters Score -4608330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -4608332.000000 Penalty: 3525.529297
	Iteration 78Q: 3 clusters Score -4608332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49233 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -4608331.000000 Penalty: 3525.529297
	Iteration 79Q: 3 clusters Score -4608331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49236 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -4608334.000000 Penalty: 3525.529297
	Iteration 80F: 3 clusters Score -4608334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -4608327.500000 Penalty: 3525.529297
	Iteration 81Q: 3 clusters Score -4608328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49243 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -4608328.000000 Penalty: 3525.529297
	Iteration 82Q: 3 clusters Score -4608328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49247 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -4608325.500000 Penalty: 3525.529297
	Iteration 83Q: 3 clusters Score -4608326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49250 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -4608327.000000 Penalty: 3525.529297
	Iteration 84Q: 3 clusters Score -4608327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49251 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -4608323.500000 Penalty: 3525.529297
	Iteration 85Q: 3 clusters Score -4608324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -4608324.500000 Penalty: 3525.529297
	Iteration 86Q: 3 clusters Score -4608324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -4608324.500000 Penalty: 3525.529297
	Iteration 87F: 3 clusters Score -4608324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Entering Unmasked Estep 
Score: -977448.500000 Penalty: 1512.478149
	Iteration 0F: 2 clusters Score -977448.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -969778.562500 Penalty: 3024.956299
	Iteration 0F: 3 clusters Score -969778.6 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -972449.750000 Penalty: 3024.956299
	Iteration 1F: 3 clusters Score -972449.8 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -972898.625000 Penalty: 3024.956299
	Iteration 2F: 3 clusters Score -972898.6 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -973409.750000 Penalty: 3024.956299
	Iteration 3F: 3 clusters Score -973409.8 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -974019.812500 Penalty: 3024.956299
	Iteration 4F: 3 clusters Score -974019.8 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -974664.687500 Penalty: 3024.956299
	Iteration 5F: 3 clusters Score -974664.7 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -975273.187500 Penalty: 3024.956299
	Iteration 6F: 3 clusters Score -975273.2 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -975834.562500 Penalty: 3024.956299
	Iteration 7F: 3 clusters Score -975834.6 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -976343.375000 Penalty: 3024.956299
	Iteration 8Q: 3 clusters Score -976343.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -976627.312500 Penalty: 3024.956299
	Iteration 9Q: 3 clusters Score -976627.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -976766.625000 Penalty: 3024.956299
	Iteration 10Q: 3 clusters Score -976766.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -976854.250000 Penalty: 3024.956299
	Iteration 11Q: 3 clusters Score -976854.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -976903.375000 Penalty: 3024.956299
	Iteration 12Q: 3 clusters Score -976903.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -976939.875000 Penalty: 3024.956299
	Iteration 13Q: 3 clusters Score -976939.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -976968.812500 Penalty: 3024.956299
	Iteration 14Q: 3 clusters Score -976968.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -976987.437500 Penalty: 3024.956299
	Iteration 15Q: 3 clusters Score -976987.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -976999.062500 Penalty: 3024.956299
	Iteration 16Q: 3 clusters Score -976999.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -977010.437500 Penalty: 3024.956299
	Iteration 17Q: 3 clusters Score -977010.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -977020.562500 Penalty: 3024.956299
	Iteration 18Q: 3 clusters Score -977020.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -977029.062500 Penalty: 3024.956299
	Iteration 19Q: 3 clusters Score -977029.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -977031.812500 Penalty: 3024.956299
	Iteration 20F: 3 clusters Score -977031.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -977038.625000 Penalty: 3024.956299
	Iteration 21Q: 3 clusters Score -977038.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -977048.812500 Penalty: 3024.956299
	Iteration 22Q: 3 clusters Score -977048.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -977050.125000 Penalty: 3024.956299
	Iteration 23Q: 3 clusters Score -977050.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -977057.437500 Penalty: 3024.956299
	Iteration 24Q: 3 clusters Score -977057.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -977061.750000 Penalty: 3024.956299
	Iteration 25Q: 3 clusters Score -977061.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -977066.750000 Penalty: 3024.956299
	Iteration 26Q: 3 clusters Score -977066.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -977071.187500 Penalty: 3024.956299
	Iteration 27Q: 3 clusters Score -977071.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -977073.687500 Penalty: 3024.956299
	Iteration 28Q: 3 clusters Score -977073.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -977076.750000 Penalty: 3024.956299
	Iteration 29Q: 3 clusters Score -977076.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -977079.625000 Penalty: 3024.956299
	Iteration 30Q: 3 clusters Score -977079.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -977083.312500 Penalty: 3024.956299
	Iteration 31Q: 3 clusters Score -977083.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -977086.562500 Penalty: 3024.956299
	Iteration 32Q: 3 clusters Score -977086.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -977091.875000 Penalty: 3024.956299
	Iteration 33Q: 3 clusters Score -977091.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -977094.750000 Penalty: 3024.956299
	Iteration 34Q: 3 clusters Score -977094.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -977102.062500 Penalty: 3024.956299
	Iteration 35Q: 3 clusters Score -977102.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -977104.812500 Penalty: 3024.956299
	Iteration 36Q: 3 clusters Score -977104.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -977108.250000 Penalty: 3024.956299
	Iteration 37Q: 3 clusters Score -977108.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -977107.500000 Penalty: 3024.956299
	Iteration 38Q: 3 clusters Score -977107.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -977109.437500 Penalty: 3024.956299
	Iteration 39Q: 3 clusters Score -977109.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -977112.562500 Penalty: 3024.956299
	Iteration 40F: 3 clusters Score -977112.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -977112.250000 Penalty: 3024.956299
	Iteration 41Q: 3 clusters Score -977112.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -977113.812500 Penalty: 3024.956299
	Iteration 42Q: 3 clusters Score -977113.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -977113.375000 Penalty: 3024.956299
	Iteration 43Q: 3 clusters Score -977113.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -977114.687500 Penalty: 3024.956299
	Iteration 44Q: 3 clusters Score -977114.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -977114.312500 Penalty: 3024.956299
	Iteration 45Q: 3 clusters Score -977114.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -977113.125000 Penalty: 3024.956299
	Iteration 46Q: 3 clusters Score -977113.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -977115.125000 Penalty: 3024.956299
	Iteration 47Q: 3 clusters Score -977115.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -977114.125000 Penalty: 3024.956299
	Iteration 48Q: 3 clusters Score -977114.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -977113.000000 Penalty: 3024.956299
	Iteration 49Q: 3 clusters Score -977113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -977113.187500 Penalty: 3024.956299
	Iteration 50Q: 3 clusters Score -977113.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -977112.875000 Penalty: 3024.956299
	Iteration 51Q: 3 clusters Score -977112.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -977112.500000 Penalty: 3024.956299
	Iteration 52Q: 3 clusters Score -977112.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -977112.562500 Penalty: 3024.956299
	Iteration 53Q: 3 clusters Score -977112.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -977112.062500 Penalty: 3024.956299
	Iteration 54Q: 3 clusters Score -977112.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -977112.062500 Penalty: 3024.956299
	Iteration 55F: 3 clusters Score -977112.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -975213.375000 Penalty: 1504.360962
	Iteration 0F: 2 clusters Score -975213.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -967761.062500 Penalty: 3008.721924
	Iteration 0F: 3 clusters Score -967761.1 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -970107.937500 Penalty: 3008.721924
	Iteration 1F: 3 clusters Score -970107.9 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -970371.125000 Penalty: 3008.721924
	Iteration 2F: 3 clusters Score -970371.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -970578.437500 Penalty: 3008.721924
	Iteration 3Q: 3 clusters Score -970578.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -970771.062500 Penalty: 3008.721924
	Iteration 4Q: 3 clusters Score -970771.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -970958.625000 Penalty: 3008.721924
	Iteration 5Q: 3 clusters Score -970958.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -971126.937500 Penalty: 3008.721924
	Iteration 6Q: 3 clusters Score -971126.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -971300.625000 Penalty: 3008.721924
	Iteration 7Q: 3 clusters Score -971300.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -971503.312500 Penalty: 3008.721924
	Iteration 8Q: 3 clusters Score -971503.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -971731.937500 Penalty: 3008.721924
	Iteration 9Q: 3 clusters Score -971731.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -972011.437500 Penalty: 3008.721924
	Iteration 10Q: 3 clusters Score -972011.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -972289.375000 Penalty: 3008.721924
	Iteration 11Q: 3 clusters Score -972289.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -972566.500000 Penalty: 3008.721924
	Iteration 12Q: 3 clusters Score -972566.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -972804.875000 Penalty: 3008.721924
	Iteration 13Q: 3 clusters Score -972804.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -973022.625000 Penalty: 3008.721924
	Iteration 14Q: 3 clusters Score -973022.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -973176.937500 Penalty: 3008.721924
	Iteration 15Q: 3 clusters Score -973176.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -973266.250000 Penalty: 3008.721924
	Iteration 16Q: 3 clusters Score -973266.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -973336.250000 Penalty: 3008.721924
	Iteration 17Q: 3 clusters Score -973336.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -973380.375000 Penalty: 3008.721924
	Iteration 18Q: 3 clusters Score -973380.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -973406.062500 Penalty: 3008.721924
	Iteration 19Q: 3 clusters Score -973406.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -973435.062500 Penalty: 3008.721924
	Iteration 20F: 3 clusters Score -973435.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -973456.000000 Penalty: 3008.721924
	Iteration 21Q: 3 clusters Score -973456 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -973475.375000 Penalty: 3008.721924
	Iteration 22Q: 3 clusters Score -973475.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -973488.625000 Penalty: 3008.721924
	Iteration 23Q: 3 clusters Score -973488.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -973501.500000 Penalty: 3008.721924
	Iteration 24Q: 3 clusters Score -973501.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -973512.375000 Penalty: 3008.721924
	Iteration 25Q: 3 clusters Score -973512.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -973515.375000 Penalty: 3008.721924
	Iteration 26Q: 3 clusters Score -973515.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -973522.312500 Penalty: 3008.721924
	Iteration 27Q: 3 clusters Score -973522.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -973534.375000 Penalty: 3008.721924
	Iteration 28Q: 3 clusters Score -973534.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -973542.562500 Penalty: 3008.721924
	Iteration 29Q: 3 clusters Score -973542.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -973548.312500 Penalty: 3008.721924
	Iteration 30Q: 3 clusters Score -973548.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -973551.375000 Penalty: 3008.721924
	Iteration 31Q: 3 clusters Score -973551.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -973555.937500 Penalty: 3008.721924
	Iteration 32Q: 3 clusters Score -973555.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -973563.062500 Penalty: 3008.721924
	Iteration 33Q: 3 clusters Score -973563.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -973567.875000 Penalty: 3008.721924
	Iteration 34Q: 3 clusters Score -973567.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -973579.750000 Penalty: 3008.721924
	Iteration 35Q: 3 clusters Score -973579.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -973580.562500 Penalty: 3008.721924
	Iteration 36Q: 3 clusters Score -973580.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -973584.750000 Penalty: 3008.721924
	Iteration 37Q: 3 clusters Score -973584.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -973588.437500 Penalty: 3008.721924
	Iteration 38Q: 3 clusters Score -973588.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -973590.687500 Penalty: 3008.721924
	Iteration 39Q: 3 clusters Score -973590.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -973595.625000 Penalty: 3008.721924
	Iteration 40F: 3 clusters Score -973595.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -973599.687500 Penalty: 3008.721924
	Iteration 41Q: 3 clusters Score -973599.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -973599.312500 Penalty: 3008.721924
	Iteration 42Q: 3 clusters Score -973599.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -973601.312500 Penalty: 3008.721924
	Iteration 43Q: 3 clusters Score -973601.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -973601.687500 Penalty: 3008.721924
	Iteration 44Q: 3 clusters Score -973601.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -973602.875000 Penalty: 3008.721924
	Iteration 45Q: 3 clusters Score -973602.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -973606.562500 Penalty: 3008.721924
	Iteration 46Q: 3 clusters Score -973606.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -973608.437500 Penalty: 3008.721924
	Iteration 47Q: 3 clusters Score -973608.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -973609.500000 Penalty: 3008.721924
	Iteration 48Q: 3 clusters Score -973609.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -973611.562500 Penalty: 3008.721924
	Iteration 49Q: 3 clusters Score -973611.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -973611.437500 Penalty: 3008.721924
	Iteration 50Q: 3 clusters Score -973611.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -973611.062500 Penalty: 3008.721924
	Iteration 51Q: 3 clusters Score -973611.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -973611.500000 Penalty: 3008.721924
	Iteration 52Q: 3 clusters Score -973611.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -973614.875000 Penalty: 3008.721924
	Iteration 53Q: 3 clusters Score -973614.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -973615.750000 Penalty: 3008.721924
	Iteration 54Q: 3 clusters Score -973615.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -973615.750000 Penalty: 3008.721924
	Iteration 55Q: 3 clusters Score -973615.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -973617.875000 Penalty: 3008.721924
	Iteration 56Q: 3 clusters Score -973617.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -973619.562500 Penalty: 3008.721924
	Iteration 57Q: 3 clusters Score -973619.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -973618.375000 Penalty: 3008.721924
	Iteration 58Q: 3 clusters Score -973618.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -973620.875000 Penalty: 3008.721924
	Iteration 59Q: 3 clusters Score -973620.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -973627.125000 Penalty: 3008.721924
	Iteration 60F: 3 clusters Score -973627.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -973629.437500 Penalty: 3008.721924
	Iteration 61Q: 3 clusters Score -973629.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -973632.062500 Penalty: 3008.721924
	Iteration 62Q: 3 clusters Score -973632.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -973636.187500 Penalty: 3008.721924
	Iteration 63Q: 3 clusters Score -973636.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -973641.062500 Penalty: 3008.721924
	Iteration 64Q: 3 clusters Score -973641.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -973642.250000 Penalty: 3008.721924
	Iteration 65Q: 3 clusters Score -973642.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -973645.937500 Penalty: 3008.721924
	Iteration 66Q: 3 clusters Score -973645.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -973647.500000 Penalty: 3008.721924
	Iteration 67Q: 3 clusters Score -973647.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -973645.687500 Penalty: 3008.721924
	Iteration 68Q: 3 clusters Score -973645.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -973647.750000 Penalty: 3008.721924
	Iteration 69Q: 3 clusters Score -973647.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -973652.000000 Penalty: 3008.721924
	Iteration 70Q: 3 clusters Score -973652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -973652.625000 Penalty: 3008.721924
	Iteration 71Q: 3 clusters Score -973652.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -973652.625000 Penalty: 3008.721924
	Iteration 72Q: 3 clusters Score -973652.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -973655.437500 Penalty: 3008.721924
	Iteration 73Q: 3 clusters Score -973655.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -973660.687500 Penalty: 3008.721924
	Iteration 74Q: 3 clusters Score -973660.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -973662.500000 Penalty: 3008.721924
	Iteration 75Q: 3 clusters Score -973662.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -973663.187500 Penalty: 3008.721924
	Iteration 76Q: 3 clusters Score -973663.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -973664.250000 Penalty: 3008.721924
	Iteration 77Q: 3 clusters Score -973664.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -973668.312500 Penalty: 3008.721924
	Iteration 78Q: 3 clusters Score -973668.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -973669.625000 Penalty: 3008.721924
	Iteration 79Q: 3 clusters Score -973669.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -973673.062500 Penalty: 3008.721924
	Iteration 80F: 3 clusters Score -973673.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -973676.187500 Penalty: 3008.721924
	Iteration 81Q: 3 clusters Score -973676.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -973680.437500 Penalty: 3008.721924
	Iteration 82Q: 3 clusters Score -973680.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -973681.687500 Penalty: 3008.721924
	Iteration 83Q: 3 clusters Score -973681.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -973688.937500 Penalty: 3008.721924
	Iteration 84Q: 3 clusters Score -973688.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -973700.812500 Penalty: 3008.721924
	Iteration 85Q: 3 clusters Score -973700.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -973712.750000 Penalty: 3008.721924
	Iteration 86Q: 3 clusters Score -973712.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -973721.875000 Penalty: 3008.721924
	Iteration 87Q: 3 clusters Score -973721.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -973726.062500 Penalty: 3008.721924
	Iteration 88Q: 3 clusters Score -973726.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -973730.375000 Penalty: 3008.721924
	Iteration 89Q: 3 clusters Score -973730.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -973735.312500 Penalty: 3008.721924
	Iteration 90Q: 3 clusters Score -973735.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -973736.375000 Penalty: 3008.721924
	Iteration 91Q: 3 clusters Score -973736.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -973740.437500 Penalty: 3008.721924
	Iteration 92Q: 3 clusters Score -973740.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -973740.562500 Penalty: 3008.721924
	Iteration 93Q: 3 clusters Score -973740.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -973740.500000 Penalty: 3008.721924
	Iteration 94Q: 3 clusters Score -973740.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -973742.250000 Penalty: 3008.721924
	Iteration 95Q: 3 clusters Score -973742.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -973743.625000 Penalty: 3008.721924
	Iteration 96Q: 3 clusters Score -973743.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -973745.562500 Penalty: 3008.721924
	Iteration 97Q: 3 clusters Score -973745.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -973746.437500 Penalty: 3008.721924
	Iteration 98Q: 3 clusters Score -973746.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -973747.125000 Penalty: 3008.721924
	Iteration 99Q: 3 clusters Score -973747.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -973747.625000 Penalty: 3008.721924
	Iteration 100F: 3 clusters Score -973747.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -973747.187500 Penalty: 3008.721924
	Iteration 101Q: 3 clusters Score -973747.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -973746.437500 Penalty: 3008.721924
	Iteration 102Q: 3 clusters Score -973746.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -973747.937500 Penalty: 3008.721924
	Iteration 103Q: 3 clusters Score -973747.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -973748.812500 Penalty: 3008.721924
	Iteration 104Q: 3 clusters Score -973748.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -973750.375000 Penalty: 3008.721924
	Iteration 105Q: 3 clusters Score -973750.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -973749.562500 Penalty: 3008.721924
	Iteration 106Q: 3 clusters Score -973749.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -973750.562500 Penalty: 3008.721924
	Iteration 107Q: 3 clusters Score -973750.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -973751.562500 Penalty: 3008.721924
	Iteration 108Q: 3 clusters Score -973751.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -973752.375000 Penalty: 3008.721924
	Iteration 109Q: 3 clusters Score -973752.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -973753.437500 Penalty: 3008.721924
	Iteration 110Q: 3 clusters Score -973753.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -973755.062500 Penalty: 3008.721924
	Iteration 111Q: 3 clusters Score -973755.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -973755.875000 Penalty: 3008.721924
	Iteration 112Q: 3 clusters Score -973755.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -973755.562500 Penalty: 3008.721924
	Iteration 113Q: 3 clusters Score -973755.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -973755.500000 Penalty: 3008.721924
	Iteration 114Q: 3 clusters Score -973755.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -973756.937500 Penalty: 3008.721924
	Iteration 115Q: 3 clusters Score -973756.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -973756.937500 Penalty: 3008.721924
	Iteration 116F: 3 clusters Score -973756.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Entering Unmasked Estep 
Score: -220450.546875 Penalty: 1292.813599
	Iteration 0F: 2 clusters Score -220450.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -217796.234375 Penalty: 2585.627197
	Iteration 0F: 3 clusters Score -217796.2 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -219213.406250 Penalty: 2585.627197
	Iteration 1F: 3 clusters Score -219213.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -220416.828125 Penalty: 2585.627197
	Iteration 2F: 3 clusters Score -220416.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -221299.656250 Penalty: 2585.627197
	Iteration 3F: 3 clusters Score -221299.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -222102.265625 Penalty: 2585.627197
	Iteration 4F: 3 clusters Score -222102.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -222470.187500 Penalty: 2585.627197
	Iteration 5Q: 3 clusters Score -222470.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -222711.156250 Penalty: 2585.627197
	Iteration 6Q: 3 clusters Score -222711.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -222800.078125 Penalty: 2585.627197
	Iteration 7Q: 3 clusters Score -222800.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -222828.171875 Penalty: 2585.627197
	Iteration 8Q: 3 clusters Score -222828.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -222838.781250 Penalty: 2585.627197
	Iteration 9Q: 3 clusters Score -222838.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -222843.359375 Penalty: 2585.627197
	Iteration 10Q: 3 clusters Score -222843.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -222846.937500 Penalty: 2585.627197
	Iteration 11Q: 3 clusters Score -222846.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -222848.171875 Penalty: 2585.627197
	Iteration 12Q: 3 clusters Score -222848.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -222849.281250 Penalty: 2585.627197
	Iteration 13Q: 3 clusters Score -222849.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -222849.281250 Penalty: 2585.627197
	Iteration 14F: 3 clusters Score -222849.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 69969 members 
Mstep: Class 2 contains 4554 members 
Mstep: Class 3 contains 51420 members 
Mstep: Class 4 contains 11021 members 
Mstep: Class 5 contains 10484 members 
Mstep: Class 6 contains 1782 members 
Mstep: Class 7 contains 19881 members 
Mstep: Class 8 contains 6690 members 
Mstep: Class 9 contains 13792 members 
Mstep: Class 10 contains 68434 members 
Mstep: Class 11 contains 38021 members 
Mstep: Class 12 contains 5319 members 
Mstep: Class 13 contains 126083 members 
Mstep: Class 14 contains 121860 members 
Mstep: Class 15 contains 61134 members 
Mstep: Class 16 contains 18454 members 
Mstep: Class 17 contains 993 members 
Mstep: Class 18 contains 40973 members 
Mstep: Class 19 contains 8157 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 21 contains 7324 members 
Mstep: Class 22 contains 10815 members 
Mstep: Class 23 contains 63290 members 
Mstep: Class 24 contains 5538 members 
Mstep: Class 25 contains 8400 members 
Mstep: Class 26 contains 64929 members 
Mstep: Class 27 contains 2904 members 
Mstep: Class 28 contains 25522 members 
Mstep: Class 29 contains 82663 members 
Mstep: Class 30 contains 4015 members 
Mstep: Class 31 contains 1070 members 
Entering Unmasked Estep 
Score: -84441720.000000 Penalty: 69381.218750
Splitting cluster 6 changes total score from -84438632.000000 to -84441720.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 7 (19881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Entering Unmasked Estep 
Score: -1844741.625000 Penalty: 1608.347046
	Iteration 0F: 2 clusters Score -1844742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1831368.250000 Penalty: 3216.694092
	Iteration 0F: 3 clusters Score -1831368 nChanged 8925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1836111.625000 Penalty: 3216.694092
	Iteration 1F: 3 clusters Score -1836112 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1836519.625000 Penalty: 3216.694092
	Iteration 2F: 3 clusters Score -1836520 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1836864.500000 Penalty: 3216.694092
	Iteration 3Q: 3 clusters Score -1836864 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1837197.500000 Penalty: 3216.694092
	Iteration 4Q: 3 clusters Score -1837198 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1837555.625000 Penalty: 3216.694092
	Iteration 5Q: 3 clusters Score -1837556 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1837973.750000 Penalty: 3216.694092
	Iteration 6Q: 3 clusters Score -1837974 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1838494.625000 Penalty: 3216.694092
	Iteration 7Q: 3 clusters Score -1838495 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1839131.125000 Penalty: 3216.694092
	Iteration 8Q: 3 clusters Score -1839131 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1839950.000000 Penalty: 3216.694092
	Iteration 9F: 3 clusters Score -1839950 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -1840756.875000 Penalty: 3216.694092
	Iteration 10Q: 3 clusters Score -1840757 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -1841383.750000 Penalty: 3216.694092
	Iteration 11Q: 3 clusters Score -1841384 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -1841789.125000 Penalty: 3216.694092
	Iteration 12Q: 3 clusters Score -1841789 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -1842023.250000 Penalty: 3216.694092
	Iteration 13Q: 3 clusters Score -1842023 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -1842173.000000 Penalty: 3216.694092
	Iteration 14Q: 3 clusters Score -1842173 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -1842293.000000 Penalty: 3216.694092
	Iteration 15Q: 3 clusters Score -1842293 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -1842400.375000 Penalty: 3216.694092
	Iteration 16Q: 3 clusters Score -1842400 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -1842479.875000 Penalty: 3216.694092
	Iteration 17Q: 3 clusters Score -1842480 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -1842566.250000 Penalty: 3216.694092
	Iteration 18Q: 3 clusters Score -1842566 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -1842653.875000 Penalty: 3216.694092
	Iteration 19Q: 3 clusters Score -1842654 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -1842721.875000 Penalty: 3216.694092
	Iteration 20F: 3 clusters Score -1842722 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -1842806.375000 Penalty: 3216.694092
	Iteration 21Q: 3 clusters Score -1842806 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -1842880.000000 Penalty: 3216.694092
	Iteration 22Q: 3 clusters Score -1842880 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -1842942.875000 Penalty: 3216.694092
	Iteration 23Q: 3 clusters Score -1842943 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -1843001.625000 Penalty: 3216.694092
	Iteration 24Q: 3 clusters Score -1843002 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -1843049.875000 Penalty: 3216.694092
	Iteration 25Q: 3 clusters Score -1843050 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -1843092.250000 Penalty: 3216.694092
	Iteration 26Q: 3 clusters Score -1843092 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -1843127.750000 Penalty: 3216.694092
	Iteration 27Q: 3 clusters Score -1843128 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -1843153.875000 Penalty: 3216.694092
	Iteration 28Q: 3 clusters Score -1843154 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -1843183.000000 Penalty: 3216.694092
	Iteration 29Q: 3 clusters Score -1843183 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -1843209.125000 Penalty: 3216.694092
	Iteration 30Q: 3 clusters Score -1843209 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -1843229.125000 Penalty: 3216.694092
	Iteration 31Q: 3 clusters Score -1843229 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -1843246.375000 Penalty: 3216.694092
	Iteration 32Q: 3 clusters Score -1843246 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -1843269.375000 Penalty: 3216.694092
	Iteration 33Q: 3 clusters Score -1843269 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -1843289.250000 Penalty: 3216.694092
	Iteration 34Q: 3 clusters Score -1843289 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -1843306.500000 Penalty: 3216.694092
	Iteration 35Q: 3 clusters Score -1843306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -1843319.625000 Penalty: 3216.694092
	Iteration 36Q: 3 clusters Score -1843320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -1843338.875000 Penalty: 3216.694092
	Iteration 37Q: 3 clusters Score -1843339 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -1843353.000000 Penalty: 3216.694092
	Iteration 38Q: 3 clusters Score -1843353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -1843363.125000 Penalty: 3216.694092
	Iteration 39Q: 3 clusters Score -1843363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -1843369.875000 Penalty: 3216.694092
	Iteration 40F: 3 clusters Score -1843370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -1843372.250000 Penalty: 3216.694092
	Iteration 41Q: 3 clusters Score -1843372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -1843375.375000 Penalty: 3216.694092
	Iteration 42Q: 3 clusters Score -1843375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -1843377.875000 Penalty: 3216.694092
	Iteration 43Q: 3 clusters Score -1843378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -1843381.125000 Penalty: 3216.694092
	Iteration 44Q: 3 clusters Score -1843381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -1843381.375000 Penalty: 3216.694092
	Iteration 45Q: 3 clusters Score -1843381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -1843384.750000 Penalty: 3216.694092
	Iteration 46Q: 3 clusters Score -1843385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -1843385.875000 Penalty: 3216.694092
	Iteration 47Q: 3 clusters Score -1843386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -1843391.375000 Penalty: 3216.694092
	Iteration 48Q: 3 clusters Score -1843391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -1843395.625000 Penalty: 3216.694092
	Iteration 49Q: 3 clusters Score -1843396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -1843399.125000 Penalty: 3216.694092
	Iteration 50Q: 3 clusters Score -1843399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -1843403.375000 Penalty: 3216.694092
	Iteration 51Q: 3 clusters Score -1843403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -1843406.750000 Penalty: 3216.694092
	Iteration 52Q: 3 clusters Score -1843407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -1843408.375000 Penalty: 3216.694092
	Iteration 53Q: 3 clusters Score -1843408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -1843411.625000 Penalty: 3216.694092
	Iteration 54Q: 3 clusters Score -1843412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -1843413.000000 Penalty: 3216.694092
	Iteration 55Q: 3 clusters Score -1843413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -1843414.500000 Penalty: 3216.694092
	Iteration 56Q: 3 clusters Score -1843414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -1843414.125000 Penalty: 3216.694092
	Iteration 57Q: 3 clusters Score -1843414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -1843416.750000 Penalty: 3216.694092
	Iteration 58Q: 3 clusters Score -1843417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -1843417.250000 Penalty: 3216.694092
	Iteration 59Q: 3 clusters Score -1843417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -1843418.750000 Penalty: 3216.694092
	Iteration 60F: 3 clusters Score -1843419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -1843421.375000 Penalty: 3216.694092
	Iteration 61Q: 3 clusters Score -1843421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -1843426.000000 Penalty: 3216.694092
	Iteration 62Q: 3 clusters Score -1843426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -1843430.250000 Penalty: 3216.694092
	Iteration 63Q: 3 clusters Score -1843430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -1843434.750000 Penalty: 3216.694092
	Iteration 64Q: 3 clusters Score -1843435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -1843434.500000 Penalty: 3216.694092
	Iteration 65Q: 3 clusters Score -1843434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -1843439.625000 Penalty: 3216.694092
	Iteration 66Q: 3 clusters Score -1843440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -1843440.750000 Penalty: 3216.694092
	Iteration 67Q: 3 clusters Score -1843441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -1843441.500000 Penalty: 3216.694092
	Iteration 68Q: 3 clusters Score -1843442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -1843444.375000 Penalty: 3216.694092
	Iteration 69Q: 3 clusters Score -1843444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -1843444.750000 Penalty: 3216.694092
	Iteration 70Q: 3 clusters Score -1843445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -1843444.750000 Penalty: 3216.694092
	Iteration 71F: 3 clusters Score -1843445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Entering Unmasked Estep 
Score: -592692.750000 Penalty: 1431.359863
	Iteration 0F: 2 clusters Score -592692.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -587658.562500 Penalty: 2862.719727
	Iteration 0F: 3 clusters Score -587658.6 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -589584.312500 Penalty: 2862.719727
	Iteration 1F: 3 clusters Score -589584.3 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -590387.812500 Penalty: 2862.719727
	Iteration 2F: 3 clusters Score -590387.8 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -591380.500000 Penalty: 2862.719727
	Iteration 3F: 3 clusters Score -591380.5 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -592267.625000 Penalty: 2862.719727
	Iteration 4F: 3 clusters Score -592267.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -592780.062500 Penalty: 2862.719727
	Iteration 5F: 3 clusters Score -592780.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -593190.562500 Penalty: 2862.719727
	Iteration 6F: 3 clusters Score -593190.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -593417.375000 Penalty: 2862.719727
	Iteration 7Q: 3 clusters Score -593417.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -593534.375000 Penalty: 2862.719727
	Iteration 8Q: 3 clusters Score -593534.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -593617.250000 Penalty: 2862.719727
	Iteration 9Q: 3 clusters Score -593617.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -593684.562500 Penalty: 2862.719727
	Iteration 10Q: 3 clusters Score -593684.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -593731.937500 Penalty: 2862.719727
	Iteration 11Q: 3 clusters Score -593731.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -593772.125000 Penalty: 2862.719727
	Iteration 12Q: 3 clusters Score -593772.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -593804.062500 Penalty: 2862.719727
	Iteration 13Q: 3 clusters Score -593804.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -593862.562500 Penalty: 2862.719727
	Iteration 14Q: 3 clusters Score -593862.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -593953.437500 Penalty: 2862.719727
	Iteration 15Q: 3 clusters Score -593953.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -594100.625000 Penalty: 2862.719727
	Iteration 16Q: 3 clusters Score -594100.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -594239.500000 Penalty: 2862.719727
	Iteration 17Q: 3 clusters Score -594239.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -594337.125000 Penalty: 2862.719727
	Iteration 18Q: 3 clusters Score -594337.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -594409.125000 Penalty: 2862.719727
	Iteration 19Q: 3 clusters Score -594409.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -594463.750000 Penalty: 2862.719727
	Iteration 20F: 3 clusters Score -594463.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -594516.937500 Penalty: 2862.719727
	Iteration 21Q: 3 clusters Score -594516.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -594550.375000 Penalty: 2862.719727
	Iteration 22Q: 3 clusters Score -594550.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -594570.750000 Penalty: 2862.719727
	Iteration 23Q: 3 clusters Score -594570.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -594588.000000 Penalty: 2862.719727
	Iteration 24Q: 3 clusters Score -594588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -594600.562500 Penalty: 2862.719727
	Iteration 25Q: 3 clusters Score -594600.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -594603.812500 Penalty: 2862.719727
	Iteration 26Q: 3 clusters Score -594603.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -594606.937500 Penalty: 2862.719727
	Iteration 27Q: 3 clusters Score -594606.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -594609.437500 Penalty: 2862.719727
	Iteration 28Q: 3 clusters Score -594609.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -594612.812500 Penalty: 2862.719727
	Iteration 29Q: 3 clusters Score -594612.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -594614.187500 Penalty: 2862.719727
	Iteration 30Q: 3 clusters Score -594614.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -594616.687500 Penalty: 2862.719727
	Iteration 31Q: 3 clusters Score -594616.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -594616.000000 Penalty: 2862.719727
	Iteration 32Q: 3 clusters Score -594616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -594616.250000 Penalty: 2862.719727
	Iteration 33Q: 3 clusters Score -594616.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -594616.250000 Penalty: 2862.719727
	Iteration 34F: 3 clusters Score -594616.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 69969 members 
Mstep: Class 2 contains 4554 members 
Mstep: Class 3 contains 51420 members 
Mstep: Class 4 contains 11021 members 
Mstep: Class 5 contains 10484 members 
Mstep: Class 6 contains 1782 members 
Mstep: Class 7 contains 19881 members 
Mstep: Class 8 contains 1812 members 
Mstep: Class 9 contains 13792 members 
Mstep: Class 10 contains 68434 members 
Mstep: Class 11 contains 38021 members 
Mstep: Class 12 contains 5319 members 
Mstep: Class 13 contains 126083 members 
Mstep: Class 14 contains 121860 members 
Mstep: Class 15 contains 61134 members 
Mstep: Class 16 contains 18454 members 
Mstep: Class 17 contains 993 members 
Mstep: Class 18 contains 40973 members 
Mstep: Class 19 contains 8157 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 21 contains 7324 members 
Mstep: Class 22 contains 10815 members 
Mstep: Class 23 contains 63290 members 
Mstep: Class 24 contains 5538 members 
Mstep: Class 25 contains 8400 members 
Mstep: Class 26 contains 64929 members 
Mstep: Class 27 contains 2904 members 
Mstep: Class 28 contains 25522 members 
Mstep: Class 29 contains 82663 members 
Mstep: Class 30 contains 4015 members 
Mstep: Class 31 contains 1070 members 
Mstep: Class 32 contains 4878 members 
Entering Unmasked Estep 
Score: -84443048.000000 Penalty: 71619.320312
Splitting cluster 8 changes total score from -84438632.000000 to -84443048.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 9 (13792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Entering Unmasked Estep 
Score: -1235779.375000 Penalty: 1548.924683
	Iteration 0F: 2 clusters Score -1235779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1226109.625000 Penalty: 3097.849365
	Iteration 0F: 3 clusters Score -1226110 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1229797.375000 Penalty: 3097.849365
	Iteration 1F: 3 clusters Score -1229797 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1230547.625000 Penalty: 3097.849365
	Iteration 2F: 3 clusters Score -1230548 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1231370.500000 Penalty: 3097.849365
	Iteration 3F: 3 clusters Score -1231370 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1232192.250000 Penalty: 3097.849365
	Iteration 4F: 3 clusters Score -1232192 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1233008.000000 Penalty: 3097.849365
	Iteration 5F: 3 clusters Score -1233008 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1233731.500000 Penalty: 3097.849365
	Iteration 6F: 3 clusters Score -1233732 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1234231.750000 Penalty: 3097.849365
	Iteration 7F: 3 clusters Score -1234232 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1234521.125000 Penalty: 3097.849365
	Iteration 8Q: 3 clusters Score -1234521 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1234668.250000 Penalty: 3097.849365
	Iteration 9Q: 3 clusters Score -1234668 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1234752.250000 Penalty: 3097.849365
	Iteration 10Q: 3 clusters Score -1234752 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1234814.250000 Penalty: 3097.849365
	Iteration 11Q: 3 clusters Score -1234814 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1234853.875000 Penalty: 3097.849365
	Iteration 12Q: 3 clusters Score -1234854 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1234875.500000 Penalty: 3097.849365
	Iteration 13Q: 3 clusters Score -1234876 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1234894.000000 Penalty: 3097.849365
	Iteration 14Q: 3 clusters Score -1234894 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1234917.625000 Penalty: 3097.849365
	Iteration 15Q: 3 clusters Score -1234918 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1234938.500000 Penalty: 3097.849365
	Iteration 16Q: 3 clusters Score -1234938 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1234967.125000 Penalty: 3097.849365
	Iteration 17Q: 3 clusters Score -1234967 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1234991.500000 Penalty: 3097.849365
	Iteration 18Q: 3 clusters Score -1234992 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1235021.125000 Penalty: 3097.849365
	Iteration 19Q: 3 clusters Score -1235021 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1235049.000000 Penalty: 3097.849365
	Iteration 20F: 3 clusters Score -1235049 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1235072.250000 Penalty: 3097.849365
	Iteration 21Q: 3 clusters Score -1235072 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1235088.375000 Penalty: 3097.849365
	Iteration 22Q: 3 clusters Score -1235088 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1235109.375000 Penalty: 3097.849365
	Iteration 23Q: 3 clusters Score -1235109 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1235122.750000 Penalty: 3097.849365
	Iteration 24Q: 3 clusters Score -1235123 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1235144.875000 Penalty: 3097.849365
	Iteration 25Q: 3 clusters Score -1235145 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1235161.625000 Penalty: 3097.849365
	Iteration 26Q: 3 clusters Score -1235162 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1235179.125000 Penalty: 3097.849365
	Iteration 27Q: 3 clusters Score -1235179 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1235193.625000 Penalty: 3097.849365
	Iteration 28Q: 3 clusters Score -1235194 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1235206.875000 Penalty: 3097.849365
	Iteration 29Q: 3 clusters Score -1235207 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1235219.125000 Penalty: 3097.849365
	Iteration 30Q: 3 clusters Score -1235219 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1235226.875000 Penalty: 3097.849365
	Iteration 31Q: 3 clusters Score -1235227 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1235236.750000 Penalty: 3097.849365
	Iteration 32Q: 3 clusters Score -1235237 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1235250.625000 Penalty: 3097.849365
	Iteration 33Q: 3 clusters Score -1235251 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1235261.500000 Penalty: 3097.849365
	Iteration 34Q: 3 clusters Score -1235262 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1235273.125000 Penalty: 3097.849365
	Iteration 35Q: 3 clusters Score -1235273 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1235287.000000 Penalty: 3097.849365
	Iteration 36Q: 3 clusters Score -1235287 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1235294.750000 Penalty: 3097.849365
	Iteration 37Q: 3 clusters Score -1235295 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1235309.750000 Penalty: 3097.849365
	Iteration 38Q: 3 clusters Score -1235310 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1235319.250000 Penalty: 3097.849365
	Iteration 39Q: 3 clusters Score -1235319 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1235331.125000 Penalty: 3097.849365
	Iteration 40F: 3 clusters Score -1235331 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1235341.125000 Penalty: 3097.849365
	Iteration 41Q: 3 clusters Score -1235341 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1235351.500000 Penalty: 3097.849365
	Iteration 42Q: 3 clusters Score -1235352 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1235364.375000 Penalty: 3097.849365
	Iteration 43Q: 3 clusters Score -1235364 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1235377.250000 Penalty: 3097.849365
	Iteration 44Q: 3 clusters Score -1235377 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1235384.625000 Penalty: 3097.849365
	Iteration 45Q: 3 clusters Score -1235385 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1235393.000000 Penalty: 3097.849365
	Iteration 46Q: 3 clusters Score -1235393 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1235405.500000 Penalty: 3097.849365
	Iteration 47Q: 3 clusters Score -1235406 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1235417.125000 Penalty: 3097.849365
	Iteration 48Q: 3 clusters Score -1235417 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1235421.125000 Penalty: 3097.849365
	Iteration 49Q: 3 clusters Score -1235421 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1235428.500000 Penalty: 3097.849365
	Iteration 50Q: 3 clusters Score -1235428 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1235434.625000 Penalty: 3097.849365
	Iteration 51Q: 3 clusters Score -1235435 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1235442.750000 Penalty: 3097.849365
	Iteration 52Q: 3 clusters Score -1235443 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1235445.000000 Penalty: 3097.849365
	Iteration 53Q: 3 clusters Score -1235445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1235445.500000 Penalty: 3097.849365
	Iteration 54Q: 3 clusters Score -1235446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1235447.375000 Penalty: 3097.849365
	Iteration 55Q: 3 clusters Score -1235447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1235453.000000 Penalty: 3097.849365
	Iteration 56Q: 3 clusters Score -1235453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1235453.125000 Penalty: 3097.849365
	Iteration 57Q: 3 clusters Score -1235453 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1235455.000000 Penalty: 3097.849365
	Iteration 58Q: 3 clusters Score -1235455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1235454.625000 Penalty: 3097.849365
	Iteration 59Q: 3 clusters Score -1235455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1235456.625000 Penalty: 3097.849365
	Iteration 60F: 3 clusters Score -1235457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1235458.625000 Penalty: 3097.849365
	Iteration 61Q: 3 clusters Score -1235459 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1235463.000000 Penalty: 3097.849365
	Iteration 62Q: 3 clusters Score -1235463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1235467.250000 Penalty: 3097.849365
	Iteration 63Q: 3 clusters Score -1235467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1235469.250000 Penalty: 3097.849365
	Iteration 64Q: 3 clusters Score -1235469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1235473.250000 Penalty: 3097.849365
	Iteration 65Q: 3 clusters Score -1235473 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1235476.000000 Penalty: 3097.849365
	Iteration 66Q: 3 clusters Score -1235476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1235481.875000 Penalty: 3097.849365
	Iteration 67Q: 3 clusters Score -1235482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1235482.125000 Penalty: 3097.849365
	Iteration 68Q: 3 clusters Score -1235482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1235486.000000 Penalty: 3097.849365
	Iteration 69Q: 3 clusters Score -1235486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1235485.500000 Penalty: 3097.849365
	Iteration 70Q: 3 clusters Score -1235486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1235485.000000 Penalty: 3097.849365
	Iteration 71Q: 3 clusters Score -1235485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1235485.500000 Penalty: 3097.849365
	Iteration 72Q: 3 clusters Score -1235486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1235481.500000 Penalty: 3097.849365
	Iteration 73Q: 3 clusters Score -1235482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1235487.000000 Penalty: 3097.849365
	Iteration 74Q: 3 clusters Score -1235487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1235486.500000 Penalty: 3097.849365
	Iteration 75Q: 3 clusters Score -1235486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1235486.500000 Penalty: 3097.849365
	Iteration 76F: 3 clusters Score -1235486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (68434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68434 members 
Entering Unmasked Estep 
Score: -6288056.500000 Penalty: 1809.214111
	Iteration 0F: 2 clusters Score -6288056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -6242241.500000 Penalty: 3618.428223
	Iteration 0F: 3 clusters Score -6242242 nChanged 32490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -6260950.000000 Penalty: 3618.428223
	Iteration 1F: 3 clusters Score -6260950 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -6261975.000000 Penalty: 3618.428223
	Iteration 2Q: 3 clusters Score -6261975 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43027 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -6263758.000000 Penalty: 3618.428223
	Iteration 3F: 3 clusters Score -6263758 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47641 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -6266852.000000 Penalty: 3618.428223
	Iteration 4F: 3 clusters Score -6266852 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53519 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -6271783.000000 Penalty: 3618.428223
	Iteration 5F: 3 clusters Score -6271783 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59724 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -6277875.500000 Penalty: 3618.428223
	Iteration 6F: 3 clusters Score -6277876 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64465 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -6282711.500000 Penalty: 3618.428223
	Iteration 7F: 3 clusters Score -6282712 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66915 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -6285156.000000 Penalty: 3618.428223
	Iteration 8Q: 3 clusters Score -6285156 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67807 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -6286021.000000 Penalty: 3618.428223
	Iteration 9Q: 3 clusters Score -6286021 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68081 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6286305.000000 Penalty: 3618.428223
	Iteration 10Q: 3 clusters Score -6286305 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68159 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6286461.000000 Penalty: 3618.428223
	Iteration 11Q: 3 clusters Score -6286461 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68187 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -6286514.000000 Penalty: 3618.428223
	Iteration 12Q: 3 clusters Score -6286514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68201 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6286540.500000 Penalty: 3618.428223
	Iteration 13Q: 3 clusters Score -6286540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68203 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -6286562.500000 Penalty: 3618.428223
	Iteration 14Q: 3 clusters Score -6286562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68204 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -6286570.500000 Penalty: 3618.428223
	Iteration 15Q: 3 clusters Score -6286570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68200 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -6286588.500000 Penalty: 3618.428223
	Iteration 16Q: 3 clusters Score -6286588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68197 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -6286592.500000 Penalty: 3618.428223
	Iteration 17Q: 3 clusters Score -6286592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68197 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -6286591.500000 Penalty: 3618.428223
	Iteration 18Q: 3 clusters Score -6286592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68199 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6286602.500000 Penalty: 3618.428223
	Iteration 19Q: 3 clusters Score -6286602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68199 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6286604.500000 Penalty: 3618.428223
	Iteration 20F: 3 clusters Score -6286604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Entering Unmasked Estep 
Score: -3115327.750000 Penalty: 1713.707764
	Iteration 0F: 2 clusters Score -3115328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -3089920.000000 Penalty: 3427.415527
	Iteration 0F: 3 clusters Score -3089920 nChanged 17665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -3100030.250000 Penalty: 3427.415527
	Iteration 1F: 3 clusters Score -3100030 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -3100764.000000 Penalty: 3427.415527
	Iteration 2F: 3 clusters Score -3100764 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -3101630.000000 Penalty: 3427.415527
	Iteration 3F: 3 clusters Score -3101630 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -3102819.500000 Penalty: 3427.415527
	Iteration 4F: 3 clusters Score -3102820 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -3104305.000000 Penalty: 3427.415527
	Iteration 5F: 3 clusters Score -3104305 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -3106185.500000 Penalty: 3427.415527
	Iteration 6F: 3 clusters Score -3106186 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -3108298.750000 Penalty: 3427.415527
	Iteration 7F: 3 clusters Score -3108299 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -3109986.500000 Penalty: 3427.415527
	Iteration 8F: 3 clusters Score -3109986 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -3110913.250000 Penalty: 3427.415527
	Iteration 9Q: 3 clusters Score -3110913 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -3111526.500000 Penalty: 3427.415527
	Iteration 10Q: 3 clusters Score -3111526 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -3112189.500000 Penalty: 3427.415527
	Iteration 11Q: 3 clusters Score -3112190 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -3112856.250000 Penalty: 3427.415527
	Iteration 12Q: 3 clusters Score -3112856 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -3113495.250000 Penalty: 3427.415527
	Iteration 13Q: 3 clusters Score -3113495 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -3114008.500000 Penalty: 3427.415527
	Iteration 14Q: 3 clusters Score -3114008 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -3114396.500000 Penalty: 3427.415527
	Iteration 15Q: 3 clusters Score -3114396 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -3114719.250000 Penalty: 3427.415527
	Iteration 16Q: 3 clusters Score -3114719 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -3114965.250000 Penalty: 3427.415527
	Iteration 17Q: 3 clusters Score -3114965 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -3115150.250000 Penalty: 3427.415527
	Iteration 18Q: 3 clusters Score -3115150 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -3115281.500000 Penalty: 3427.415527
	Iteration 19Q: 3 clusters Score -3115282 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -3115359.750000 Penalty: 3427.415527
	Iteration 20F: 3 clusters Score -3115360 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -3115426.500000 Penalty: 3427.415527
	Iteration 21Q: 3 clusters Score -3115426 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -3115473.500000 Penalty: 3427.415527
	Iteration 22Q: 3 clusters Score -3115474 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -3115478.000000 Penalty: 3427.415527
	Iteration 23Q: 3 clusters Score -3115478 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -3115507.500000 Penalty: 3427.415527
	Iteration 24Q: 3 clusters Score -3115508 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -3115529.250000 Penalty: 3427.415527
	Iteration 25Q: 3 clusters Score -3115529 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -3115530.500000 Penalty: 3427.415527
	Iteration 26Q: 3 clusters Score -3115530 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -3115561.500000 Penalty: 3427.415527
	Iteration 27Q: 3 clusters Score -3115562 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -3115562.250000 Penalty: 3427.415527
	Iteration 28Q: 3 clusters Score -3115562 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -3115565.750000 Penalty: 3427.415527
	Iteration 29Q: 3 clusters Score -3115566 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -3115569.000000 Penalty: 3427.415527
	Iteration 30Q: 3 clusters Score -3115569 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -3115570.500000 Penalty: 3427.415527
	Iteration 31Q: 3 clusters Score -3115570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -3115576.500000 Penalty: 3427.415527
	Iteration 32Q: 3 clusters Score -3115576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -3115565.750000 Penalty: 3427.415527
	Iteration 33Q: 3 clusters Score -3115566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -3115575.000000 Penalty: 3427.415527
	Iteration 34Q: 3 clusters Score -3115575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -3115574.000000 Penalty: 3427.415527
	Iteration 35Q: 3 clusters Score -3115574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -3115574.000000 Penalty: 3427.415527
	Iteration 36Q: 3 clusters Score -3115574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -3115571.750000 Penalty: 3427.415527
	Iteration 37Q: 3 clusters Score -3115572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -3115578.000000 Penalty: 3427.415527
	Iteration 38Q: 3 clusters Score -3115578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -3115575.000000 Penalty: 3427.415527
	Iteration 39Q: 3 clusters Score -3115575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -3115574.750000 Penalty: 3427.415527
	Iteration 40F: 3 clusters Score -3115575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -3115573.750000 Penalty: 3427.415527
	Iteration 41Q: 3 clusters Score -3115574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -3115575.000000 Penalty: 3427.415527
	Iteration 42Q: 3 clusters Score -3115575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -3115575.000000 Penalty: 3427.415527
	Iteration 43F: 3 clusters Score -3115575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 69969 members 
Mstep: Class 2 contains 4554 members 
Mstep: Class 3 contains 51420 members 
Mstep: Class 4 contains 11021 members 
Mstep: Class 5 contains 10484 members 
Mstep: Class 6 contains 1782 members 
Mstep: Class 7 contains 19881 members 
Mstep: Class 8 contains 1812 members 
Mstep: Class 9 contains 13792 members 
Mstep: Class 10 contains 68434 members 
Mstep: Class 11 contains 22686 members 
Mstep: Class 12 contains 5319 members 
Mstep: Class 13 contains 126083 members 
Mstep: Class 14 contains 121860 members 
Mstep: Class 15 contains 61134 members 
Mstep: Class 16 contains 18454 members 
Mstep: Class 17 contains 993 members 
Mstep: Class 18 contains 40973 members 
Mstep: Class 19 contains 8157 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 21 contains 7324 members 
Mstep: Class 22 contains 10815 members 
Mstep: Class 23 contains 63290 members 
Mstep: Class 24 contains 5538 members 
Mstep: Class 25 contains 8400 members 
Mstep: Class 26 contains 64929 members 
Mstep: Class 27 contains 2904 members 
Mstep: Class 28 contains 25522 members 
Mstep: Class 29 contains 82663 members 
Mstep: Class 30 contains 4015 members 
Mstep: Class 31 contains 1070 members 
Mstep: Class 32 contains 4878 members 
Mstep: Class 33 contains 15335 members 
Entering Unmasked Estep 
Score: -84442856.000000 Penalty: 73857.421875
Splitting cluster 11 changes total score from -84438632.000000 to -84442856.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 12 (5319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Entering Unmasked Estep 
Score: -489356.625000 Penalty: 1394.094116
	Iteration 0F: 2 clusters Score -489356.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -485175.718750 Penalty: 2788.188232
	Iteration 0F: 3 clusters Score -485175.7 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -486402.593750 Penalty: 2788.188232
	Iteration 1F: 3 clusters Score -486402.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -486628.687500 Penalty: 2788.188232
	Iteration 2F: 3 clusters Score -486628.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -486800.781250 Penalty: 2788.188232
	Iteration 3F: 3 clusters Score -486800.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -486935.593750 Penalty: 2788.188232
	Iteration 4Q: 3 clusters Score -486935.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -487079.937500 Penalty: 2788.188232
	Iteration 5Q: 3 clusters Score -487079.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -487188.156250 Penalty: 2788.188232
	Iteration 6Q: 3 clusters Score -487188.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -487284.000000 Penalty: 2788.188232
	Iteration 7Q: 3 clusters Score -487284 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -487390.250000 Penalty: 2788.188232
	Iteration 8Q: 3 clusters Score -487390.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -487500.875000 Penalty: 2788.188232
	Iteration 9Q: 3 clusters Score -487500.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -487603.312500 Penalty: 2788.188232
	Iteration 10Q: 3 clusters Score -487603.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -487697.468750 Penalty: 2788.188232
	Iteration 11Q: 3 clusters Score -487697.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -487768.750000 Penalty: 2788.188232
	Iteration 12Q: 3 clusters Score -487768.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -487814.843750 Penalty: 2788.188232
	Iteration 13Q: 3 clusters Score -487814.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -487846.843750 Penalty: 2788.188232
	Iteration 14Q: 3 clusters Score -487846.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -487866.500000 Penalty: 2788.188232
	Iteration 15Q: 3 clusters Score -487866.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -487876.218750 Penalty: 2788.188232
	Iteration 16Q: 3 clusters Score -487876.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -487890.687500 Penalty: 2788.188232
	Iteration 17Q: 3 clusters Score -487890.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -487905.218750 Penalty: 2788.188232
	Iteration 18Q: 3 clusters Score -487905.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -487920.656250 Penalty: 2788.188232
	Iteration 19Q: 3 clusters Score -487920.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -487935.781250 Penalty: 2788.188232
	Iteration 20F: 3 clusters Score -487935.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -487951.687500 Penalty: 2788.188232
	Iteration 21Q: 3 clusters Score -487951.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -487962.781250 Penalty: 2788.188232
	Iteration 22Q: 3 clusters Score -487962.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -487972.718750 Penalty: 2788.188232
	Iteration 23Q: 3 clusters Score -487972.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -487983.281250 Penalty: 2788.188232
	Iteration 24Q: 3 clusters Score -487983.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -487996.500000 Penalty: 2788.188232
	Iteration 25Q: 3 clusters Score -487996.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -488008.875000 Penalty: 2788.188232
	Iteration 26Q: 3 clusters Score -488008.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -488031.312500 Penalty: 2788.188232
	Iteration 27Q: 3 clusters Score -488031.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -488050.125000 Penalty: 2788.188232
	Iteration 28Q: 3 clusters Score -488050.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -488063.750000 Penalty: 2788.188232
	Iteration 29Q: 3 clusters Score -488063.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -488073.000000 Penalty: 2788.188232
	Iteration 30Q: 3 clusters Score -488073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -488084.093750 Penalty: 2788.188232
	Iteration 31Q: 3 clusters Score -488084.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -488091.968750 Penalty: 2788.188232
	Iteration 32Q: 3 clusters Score -488092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -488098.468750 Penalty: 2788.188232
	Iteration 33Q: 3 clusters Score -488098.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -488106.218750 Penalty: 2788.188232
	Iteration 34Q: 3 clusters Score -488106.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -488109.562500 Penalty: 2788.188232
	Iteration 35Q: 3 clusters Score -488109.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -488111.500000 Penalty: 2788.188232
	Iteration 36Q: 3 clusters Score -488111.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -488112.312500 Penalty: 2788.188232
	Iteration 37Q: 3 clusters Score -488112.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -488114.718750 Penalty: 2788.188232
	Iteration 38Q: 3 clusters Score -488114.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -488117.687500 Penalty: 2788.188232
	Iteration 39Q: 3 clusters Score -488117.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -488123.031250 Penalty: 2788.188232
	Iteration 40F: 3 clusters Score -488123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -488131.031250 Penalty: 2788.188232
	Iteration 41Q: 3 clusters Score -488131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -488138.281250 Penalty: 2788.188232
	Iteration 42Q: 3 clusters Score -488138.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -488140.812500 Penalty: 2788.188232
	Iteration 43Q: 3 clusters Score -488140.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -488143.000000 Penalty: 2788.188232
	Iteration 44Q: 3 clusters Score -488143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -488144.531250 Penalty: 2788.188232
	Iteration 45Q: 3 clusters Score -488144.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -488145.906250 Penalty: 2788.188232
	Iteration 46Q: 3 clusters Score -488145.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -488145.812500 Penalty: 2788.188232
	Iteration 47Q: 3 clusters Score -488145.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -488146.750000 Penalty: 2788.188232
	Iteration 48Q: 3 clusters Score -488146.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -488146.218750 Penalty: 2788.188232
	Iteration 49Q: 3 clusters Score -488146.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -488147.000000 Penalty: 2788.188232
	Iteration 50Q: 3 clusters Score -488147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -488147.000000 Penalty: 2788.188232
	Iteration 51F: 3 clusters Score -488147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (126083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126083 members 
Entering Unmasked Estep 
Score: -11949421.000000 Penalty: 1908.513062
	Iteration 0F: 2 clusters Score -1.194942e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63256 members 
Mstep: Class 2 contains 62827 members 
Entering Unmasked Estep 
Score: -11864618.000000 Penalty: 3817.026123
	Iteration 0F: 3 clusters Score -1.186462e+07 nChanged 60872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66932 members 
Mstep: Class 2 contains 59151 members 
Entering Unmasked Estep 
Score: -11899825.000000 Penalty: 3817.026123
	Iteration 1F: 3 clusters Score -1.189982e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69118 members 
Mstep: Class 2 contains 56965 members 
Entering Unmasked Estep 
Score: -11900772.000000 Penalty: 3817.026123
	Iteration 2Q: 3 clusters Score -1.190077e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72367 members 
Mstep: Class 2 contains 53716 members 
Entering Unmasked Estep 
Score: -11902172.000000 Penalty: 3817.026123
	Iteration 3Q: 3 clusters Score -1.190217e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77318 members 
Mstep: Class 2 contains 48765 members 
Entering Unmasked Estep 
Score: -11904550.000000 Penalty: 3817.026123
	Iteration 4Q: 3 clusters Score -1.190455e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84606 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -11909110.000000 Penalty: 3817.026123
	Iteration 5F: 3 clusters Score -1.190911e+07 nChanged 9884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94460 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -11917133.000000 Penalty: 3817.026123
	Iteration 6F: 3 clusters Score -1.191713e+07 nChanged 11468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105926 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -11927953.000000 Penalty: 3817.026123
	Iteration 7F: 3 clusters Score -1.192795e+07 nChanged 10106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116032 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -11938073.000000 Penalty: 3817.026123
	Iteration 8F: 3 clusters Score -1.193807e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122229 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -11944132.000000 Penalty: 3817.026123
	Iteration 9Q: 3 clusters Score -1.194413e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124817 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -11946538.000000 Penalty: 3817.026123
	Iteration 10Q: 3 clusters Score -1.194654e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125623 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -11947246.000000 Penalty: 3817.026123
	Iteration 11Q: 3 clusters Score -1.194725e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125832 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -11947498.000000 Penalty: 3817.026123
	Iteration 12Q: 3 clusters Score -1.19475e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125896 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -11947596.000000 Penalty: 3817.026123
	Iteration 13Q: 3 clusters Score -1.19476e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125913 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -11947643.000000 Penalty: 3817.026123
	Iteration 14Q: 3 clusters Score -1.194764e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125924 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11947678.000000 Penalty: 3817.026123
	Iteration 15Q: 3 clusters Score -1.194768e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125932 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11947694.000000 Penalty: 3817.026123
	Iteration 16Q: 3 clusters Score -1.194769e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125937 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11947712.000000 Penalty: 3817.026123
	Iteration 17Q: 3 clusters Score -1.194771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125940 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11947724.000000 Penalty: 3817.026123
	Iteration 18Q: 3 clusters Score -1.194772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125940 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11947720.000000 Penalty: 3817.026123
	Iteration 19Q: 3 clusters Score -1.194772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125941 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11947725.000000 Penalty: 3817.026123
	Iteration 20F: 3 clusters Score -1.194772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125940 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11947722.000000 Penalty: 3817.026123
	Iteration 21Q: 3 clusters Score -1.194772e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125940 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11947722.000000 Penalty: 3817.026123
	Iteration 22F: 3 clusters Score -1.194772e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (121860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121860 members 
Entering Unmasked Estep 
Score: -11184866.000000 Penalty: 1902.977173
	Iteration 0F: 2 clusters Score -1.118487e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60936 members 
Mstep: Class 2 contains 60924 members 
Entering Unmasked Estep 
Score: -11102953.000000 Penalty: 3805.954346
	Iteration 0F: 3 clusters Score -1.110295e+07 nChanged 58764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59102 members 
Mstep: Class 2 contains 62758 members 
Entering Unmasked Estep 
Score: -11137170.000000 Penalty: 3805.954346
	Iteration 1F: 3 clusters Score -1.113717e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57917 members 
Mstep: Class 2 contains 63943 members 
Entering Unmasked Estep 
Score: -11138077.000000 Penalty: 3805.954346
	Iteration 2Q: 3 clusters Score -1.113808e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56048 members 
Mstep: Class 2 contains 65812 members 
Entering Unmasked Estep 
Score: -11139428.000000 Penalty: 3805.954346
	Iteration 3Q: 3 clusters Score -1.113943e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53097 members 
Mstep: Class 2 contains 68763 members 
Entering Unmasked Estep 
Score: -11141582.000000 Penalty: 3805.954346
	Iteration 4Q: 3 clusters Score -1.114158e+07 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48982 members 
Mstep: Class 2 contains 72878 members 
Entering Unmasked Estep 
Score: -11144765.000000 Penalty: 3805.954346
	Iteration 5F: 3 clusters Score -1.114476e+07 nChanged 7581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 78123 members 
Entering Unmasked Estep 
Score: -11148951.000000 Penalty: 3805.954346
	Iteration 6F: 3 clusters Score -1.114895e+07 nChanged 8022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 84203 members 
Entering Unmasked Estep 
Score: -11153603.000000 Penalty: 3805.954346
	Iteration 7F: 3 clusters Score -1.11536e+07 nChanged 7965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 90846 members 
Entering Unmasked Estep 
Score: -11158708.000000 Penalty: 3805.954346
	Iteration 8F: 3 clusters Score -1.115871e+07 nChanged 7414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 97608 members 
Entering Unmasked Estep 
Score: -11163731.000000 Penalty: 3805.954346
	Iteration 9F: 3 clusters Score -1.116373e+07 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 104266 members 
Entering Unmasked Estep 
Score: -11168846.000000 Penalty: 3805.954346
	Iteration 10F: 3 clusters Score -1.116885e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 110114 members 
Entering Unmasked Estep 
Score: -11173275.000000 Penalty: 3805.954346
	Iteration 11Q: 3 clusters Score -1.117328e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 114855 members 
Entering Unmasked Estep 
Score: -11177075.000000 Penalty: 3805.954346
	Iteration 12Q: 3 clusters Score -1.117708e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 118242 members 
Entering Unmasked Estep 
Score: -11180005.000000 Penalty: 3805.954346
	Iteration 13Q: 3 clusters Score -1.118e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 120198 members 
Entering Unmasked Estep 
Score: -11181732.000000 Penalty: 3805.954346
	Iteration 14Q: 3 clusters Score -1.118173e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 121106 members 
Entering Unmasked Estep 
Score: -11182574.000000 Penalty: 3805.954346
	Iteration 15Q: 3 clusters Score -1.118257e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 121448 members 
Entering Unmasked Estep 
Score: -11182884.000000 Penalty: 3805.954346
	Iteration 16Q: 3 clusters Score -1.118288e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 121556 members 
Entering Unmasked Estep 
Score: -11183034.000000 Penalty: 3805.954346
	Iteration 17Q: 3 clusters Score -1.118303e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 121593 members 
Entering Unmasked Estep 
Score: -11183091.000000 Penalty: 3805.954346
	Iteration 18Q: 3 clusters Score -1.118309e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 121614 members 
Entering Unmasked Estep 
Score: -11183143.000000 Penalty: 3805.954346
	Iteration 19Q: 3 clusters Score -1.118314e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 121621 members 
Entering Unmasked Estep 
Score: -11183153.000000 Penalty: 3805.954346
	Iteration 20F: 3 clusters Score -1.118315e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 121627 members 
Entering Unmasked Estep 
Score: -11183175.000000 Penalty: 3805.954346
	Iteration 21Q: 3 clusters Score -1.118318e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 121631 members 
Entering Unmasked Estep 
Score: -11183185.000000 Penalty: 3805.954346
	Iteration 22Q: 3 clusters Score -1.118318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 121630 members 
Entering Unmasked Estep 
Score: -11183197.000000 Penalty: 3805.954346
	Iteration 23Q: 3 clusters Score -1.11832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 121632 members 
Entering Unmasked Estep 
Score: -11183200.000000 Penalty: 3805.954346
	Iteration 24Q: 3 clusters Score -1.11832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 121634 members 
Entering Unmasked Estep 
Score: -11183201.000000 Penalty: 3805.954346
	Iteration 25Q: 3 clusters Score -1.11832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 121634 members 
Entering Unmasked Estep 
Score: -11183209.000000 Penalty: 3805.954346
	Iteration 26Q: 3 clusters Score -1.118321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 121634 members 
Entering Unmasked Estep 
Score: -11183208.000000 Penalty: 3805.954346
	Iteration 27Q: 3 clusters Score -1.118321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 121638 members 
Entering Unmasked Estep 
Score: -11183206.000000 Penalty: 3805.954346
	Iteration 28Q: 3 clusters Score -1.118321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 121638 members 
Entering Unmasked Estep 
Score: -11183206.000000 Penalty: 3805.954346
	Iteration 29F: 3 clusters Score -1.118321e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (61134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61134 members 
Entering Unmasked Estep 
Score: -5601695.000000 Penalty: 1790.883789
	Iteration 0F: 2 clusters Score -5601695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -5560823.000000 Penalty: 3581.767578
	Iteration 0F: 3 clusters Score -5560823 nChanged 28916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -5577134.000000 Penalty: 3581.767578
	Iteration 1F: 3 clusters Score -5577134 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -5577635.500000 Penalty: 3581.767578
	Iteration 2Q: 3 clusters Score -5577636 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -5578370.000000 Penalty: 3581.767578
	Iteration 3Q: 3 clusters Score -5578370 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -5579477.000000 Penalty: 3581.767578
	Iteration 4Q: 3 clusters Score -5579477 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
Score: -5580982.500000 Penalty: 3581.767578
	Iteration 5F: 3 clusters Score -5580982 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -5583152.000000 Penalty: 3581.767578
	Iteration 6F: 3 clusters Score -5583152 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
Score: -5585754.000000 Penalty: 3581.767578
	Iteration 7F: 3 clusters Score -5585754 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -5588608.000000 Penalty: 3581.767578
	Iteration 8F: 3 clusters Score -5588608 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 49545 members 
Entering Unmasked Estep 
Score: -5591239.500000 Penalty: 3581.767578
	Iteration 9F: 3 clusters Score -5591240 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 52585 members 
Entering Unmasked Estep 
Score: -5593485.000000 Penalty: 3581.767578
	Iteration 10F: 3 clusters Score -5593485 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 55166 members 
Entering Unmasked Estep 
Score: -5595385.500000 Penalty: 3581.767578
	Iteration 11Q: 3 clusters Score -5595386 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 57272 members 
Entering Unmasked Estep 
Score: -5597034.000000 Penalty: 3581.767578
	Iteration 12Q: 3 clusters Score -5597034 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 58843 members 
Entering Unmasked Estep 
Score: -5598421.000000 Penalty: 3581.767578
	Iteration 13Q: 3 clusters Score -5598421 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 59836 members 
Entering Unmasked Estep 
Score: -5599260.000000 Penalty: 3581.767578
	Iteration 14Q: 3 clusters Score -5599260 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 60351 members 
Entering Unmasked Estep 
Score: -5599720.000000 Penalty: 3581.767578
	Iteration 15Q: 3 clusters Score -5599720 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 60599 members 
Entering Unmasked Estep 
Score: -5599939.500000 Penalty: 3581.767578
	Iteration 16Q: 3 clusters Score -5599940 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 60706 members 
Entering Unmasked Estep 
Score: -5600040.000000 Penalty: 3581.767578
	Iteration 17Q: 3 clusters Score -5600040 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 60754 members 
Entering Unmasked Estep 
Score: -5600098.500000 Penalty: 3581.767578
	Iteration 18Q: 3 clusters Score -5600098 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 60768 members 
Entering Unmasked Estep 
Score: -5600122.000000 Penalty: 3581.767578
	Iteration 19Q: 3 clusters Score -5600122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 60781 members 
Entering Unmasked Estep 
Score: -5600142.000000 Penalty: 3581.767578
	Iteration 20F: 3 clusters Score -5600142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 60788 members 
Entering Unmasked Estep 
Score: -5600146.000000 Penalty: 3581.767578
	Iteration 21Q: 3 clusters Score -5600146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 60794 members 
Entering Unmasked Estep 
Score: -5600156.500000 Penalty: 3581.767578
	Iteration 22Q: 3 clusters Score -5600156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 60799 members 
Entering Unmasked Estep 
Score: -5600155.000000 Penalty: 3581.767578
	Iteration 23Q: 3 clusters Score -5600155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 60800 members 
Entering Unmasked Estep 
Score: -5600156.000000 Penalty: 3581.767578
	Iteration 24Q: 3 clusters Score -5600156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 60801 members 
Entering Unmasked Estep 
Score: -5600158.500000 Penalty: 3581.767578
	Iteration 25Q: 3 clusters Score -5600158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 60802 members 
Entering Unmasked Estep 
Score: -5600165.500000 Penalty: 3581.767578
	Iteration 26Q: 3 clusters Score -5600166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 60803 members 
Entering Unmasked Estep 
Score: -5600167.500000 Penalty: 3581.767578
	Iteration 27Q: 3 clusters Score -5600168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 60803 members 
Entering Unmasked Estep 
Score: -5600167.500000 Penalty: 3581.767578
	Iteration 28F: 3 clusters Score -5600168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Entering Unmasked Estep 
Score: -1497263.625000 Penalty: 1596.243408
	Iteration 0F: 2 clusters Score -1497264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1484778.625000 Penalty: 3192.486816
	Iteration 0F: 3 clusters Score -1484779 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1490144.500000 Penalty: 3192.486816
	Iteration 1F: 3 clusters Score -1490144 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1491118.500000 Penalty: 3192.486816
	Iteration 2F: 3 clusters Score -1491118 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1492053.000000 Penalty: 3192.486816
	Iteration 3F: 3 clusters Score -1492053 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1492883.500000 Penalty: 3192.486816
	Iteration 4F: 3 clusters Score -1492884 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1493577.250000 Penalty: 3192.486816
	Iteration 5F: 3 clusters Score -1493577 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1494175.250000 Penalty: 3192.486816
	Iteration 6F: 3 clusters Score -1494175 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1494639.750000 Penalty: 3192.486816
	Iteration 7Q: 3 clusters Score -1494640 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1495003.500000 Penalty: 3192.486816
	Iteration 8Q: 3 clusters Score -1495004 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1495328.125000 Penalty: 3192.486816
	Iteration 9Q: 3 clusters Score -1495328 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1495616.375000 Penalty: 3192.486816
	Iteration 10Q: 3 clusters Score -1495616 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1495854.125000 Penalty: 3192.486816
	Iteration 11Q: 3 clusters Score -1495854 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1496025.875000 Penalty: 3192.486816
	Iteration 12Q: 3 clusters Score -1496026 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1496146.000000 Penalty: 3192.486816
	Iteration 13Q: 3 clusters Score -1496146 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1496245.875000 Penalty: 3192.486816
	Iteration 14Q: 3 clusters Score -1496246 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1496335.125000 Penalty: 3192.486816
	Iteration 15Q: 3 clusters Score -1496335 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1496387.875000 Penalty: 3192.486816
	Iteration 16Q: 3 clusters Score -1496388 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1496431.625000 Penalty: 3192.486816
	Iteration 17Q: 3 clusters Score -1496432 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1496454.125000 Penalty: 3192.486816
	Iteration 18Q: 3 clusters Score -1496454 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1496489.125000 Penalty: 3192.486816
	Iteration 19Q: 3 clusters Score -1496489 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1496506.000000 Penalty: 3192.486816
	Iteration 20F: 3 clusters Score -1496506 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1496522.125000 Penalty: 3192.486816
	Iteration 21Q: 3 clusters Score -1496522 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1496532.875000 Penalty: 3192.486816
	Iteration 22Q: 3 clusters Score -1496533 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1496538.375000 Penalty: 3192.486816
	Iteration 23Q: 3 clusters Score -1496538 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1496537.875000 Penalty: 3192.486816
	Iteration 24Q: 3 clusters Score -1496538 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1496555.125000 Penalty: 3192.486816
	Iteration 25Q: 3 clusters Score -1496555 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1496565.250000 Penalty: 3192.486816
	Iteration 26Q: 3 clusters Score -1496565 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1496569.250000 Penalty: 3192.486816
	Iteration 27Q: 3 clusters Score -1496569 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1496573.875000 Penalty: 3192.486816
	Iteration 28Q: 3 clusters Score -1496574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1496578.750000 Penalty: 3192.486816
	Iteration 29Q: 3 clusters Score -1496579 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1496582.250000 Penalty: 3192.486816
	Iteration 30Q: 3 clusters Score -1496582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1496582.750000 Penalty: 3192.486816
	Iteration 31Q: 3 clusters Score -1496583 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1496584.250000 Penalty: 3192.486816
	Iteration 32Q: 3 clusters Score -1496584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1496586.875000 Penalty: 3192.486816
	Iteration 33Q: 3 clusters Score -1496587 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1496589.500000 Penalty: 3192.486816
	Iteration 34Q: 3 clusters Score -1496590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1496585.375000 Penalty: 3192.486816
	Iteration 35Q: 3 clusters Score -1496585 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1496584.000000 Penalty: 3192.486816
	Iteration 36Q: 3 clusters Score -1496584 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1496595.375000 Penalty: 3192.486816
	Iteration 37Q: 3 clusters Score -1496595 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1496604.000000 Penalty: 3192.486816
	Iteration 38Q: 3 clusters Score -1496604 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1496611.375000 Penalty: 3192.486816
	Iteration 39Q: 3 clusters Score -1496611 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1496612.750000 Penalty: 3192.486816
	Iteration 40F: 3 clusters Score -1496613 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1496618.250000 Penalty: 3192.486816
	Iteration 41Q: 3 clusters Score -1496618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1496618.875000 Penalty: 3192.486816
	Iteration 42Q: 3 clusters Score -1496619 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1496617.500000 Penalty: 3192.486816
	Iteration 43Q: 3 clusters Score -1496618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1496619.250000 Penalty: 3192.486816
	Iteration 44Q: 3 clusters Score -1496619 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1496621.625000 Penalty: 3192.486816
	Iteration 45Q: 3 clusters Score -1496622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1496626.250000 Penalty: 3192.486816
	Iteration 46Q: 3 clusters Score -1496626 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1496632.125000 Penalty: 3192.486816
	Iteration 47Q: 3 clusters Score -1496632 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1496638.125000 Penalty: 3192.486816
	Iteration 48Q: 3 clusters Score -1496638 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1496651.750000 Penalty: 3192.486816
	Iteration 49Q: 3 clusters Score -1496652 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1496665.250000 Penalty: 3192.486816
	Iteration 50Q: 3 clusters Score -1496665 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1496684.375000 Penalty: 3192.486816
	Iteration 51Q: 3 clusters Score -1496684 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1496692.125000 Penalty: 3192.486816
	Iteration 52Q: 3 clusters Score -1496692 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1496705.250000 Penalty: 3192.486816
	Iteration 53Q: 3 clusters Score -1496705 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1496719.125000 Penalty: 3192.486816
	Iteration 54Q: 3 clusters Score -1496719 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1496730.625000 Penalty: 3192.486816
	Iteration 55Q: 3 clusters Score -1496731 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1496741.500000 Penalty: 3192.486816
	Iteration 56Q: 3 clusters Score -1496742 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1496745.625000 Penalty: 3192.486816
	Iteration 57Q: 3 clusters Score -1496746 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1496756.125000 Penalty: 3192.486816
	Iteration 58Q: 3 clusters Score -1496756 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1496767.750000 Penalty: 3192.486816
	Iteration 59Q: 3 clusters Score -1496768 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1496769.750000 Penalty: 3192.486816
	Iteration 60F: 3 clusters Score -1496770 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1496773.125000 Penalty: 3192.486816
	Iteration 61Q: 3 clusters Score -1496773 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1496783.750000 Penalty: 3192.486816
	Iteration 62Q: 3 clusters Score -1496784 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1496798.625000 Penalty: 3192.486816
	Iteration 63Q: 3 clusters Score -1496799 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1496811.750000 Penalty: 3192.486816
	Iteration 64Q: 3 clusters Score -1496812 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1496825.750000 Penalty: 3192.486816
	Iteration 65Q: 3 clusters Score -1496826 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1496844.250000 Penalty: 3192.486816
	Iteration 66Q: 3 clusters Score -1496844 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1496852.875000 Penalty: 3192.486816
	Iteration 67Q: 3 clusters Score -1496853 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1496870.375000 Penalty: 3192.486816
	Iteration 68Q: 3 clusters Score -1496870 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1496882.250000 Penalty: 3192.486816
	Iteration 69Q: 3 clusters Score -1496882 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1496900.250000 Penalty: 3192.486816
	Iteration 70Q: 3 clusters Score -1496900 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1496908.625000 Penalty: 3192.486816
	Iteration 71Q: 3 clusters Score -1496909 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1496913.750000 Penalty: 3192.486816
	Iteration 72Q: 3 clusters Score -1496914 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1496919.750000 Penalty: 3192.486816
	Iteration 73Q: 3 clusters Score -1496920 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1496925.500000 Penalty: 3192.486816
	Iteration 74Q: 3 clusters Score -1496926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1496929.125000 Penalty: 3192.486816
	Iteration 75Q: 3 clusters Score -1496929 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1496929.625000 Penalty: 3192.486816
	Iteration 76Q: 3 clusters Score -1496930 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1496934.750000 Penalty: 3192.486816
	Iteration 77Q: 3 clusters Score -1496935 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1496936.000000 Penalty: 3192.486816
	Iteration 78Q: 3 clusters Score -1496936 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1496937.875000 Penalty: 3192.486816
	Iteration 79Q: 3 clusters Score -1496938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1496941.625000 Penalty: 3192.486816
	Iteration 80F: 3 clusters Score -1496942 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1496944.000000 Penalty: 3192.486816
	Iteration 81Q: 3 clusters Score -1496944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1496948.500000 Penalty: 3192.486816
	Iteration 82Q: 3 clusters Score -1496948 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1496955.500000 Penalty: 3192.486816
	Iteration 83Q: 3 clusters Score -1496956 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1496960.125000 Penalty: 3192.486816
	Iteration 84Q: 3 clusters Score -1496960 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1496963.625000 Penalty: 3192.486816
	Iteration 85Q: 3 clusters Score -1496964 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1496972.000000 Penalty: 3192.486816
	Iteration 86Q: 3 clusters Score -1496972 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1496977.500000 Penalty: 3192.486816
	Iteration 87Q: 3 clusters Score -1496978 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1496985.000000 Penalty: 3192.486816
	Iteration 88Q: 3 clusters Score -1496985 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1496992.125000 Penalty: 3192.486816
	Iteration 89Q: 3 clusters Score -1496992 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1496995.500000 Penalty: 3192.486816
	Iteration 90Q: 3 clusters Score -1496996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1496996.250000 Penalty: 3192.486816
	Iteration 91Q: 3 clusters Score -1496996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1496997.625000 Penalty: 3192.486816
	Iteration 92Q: 3 clusters Score -1496998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1496997.500000 Penalty: 3192.486816
	Iteration 93Q: 3 clusters Score -1496998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1496998.000000 Penalty: 3192.486816
	Iteration 94Q: 3 clusters Score -1496998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1496998.750000 Penalty: 3192.486816
	Iteration 95Q: 3 clusters Score -1496999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1496999.375000 Penalty: 3192.486816
	Iteration 96Q: 3 clusters Score -1496999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1496998.875000 Penalty: 3192.486816
	Iteration 97Q: 3 clusters Score -1496999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1497004.375000 Penalty: 3192.486816
	Iteration 98Q: 3 clusters Score -1497004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1497006.250000 Penalty: 3192.486816
	Iteration 99Q: 3 clusters Score -1497006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1497003.750000 Penalty: 3192.486816
	Iteration 100F: 3 clusters Score -1497004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1497005.500000 Penalty: 3192.486816
	Iteration 101Q: 3 clusters Score -1497006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1497007.250000 Penalty: 3192.486816
	Iteration 102Q: 3 clusters Score -1497007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1497013.375000 Penalty: 3192.486816
	Iteration 103Q: 3 clusters Score -1497013 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1497010.500000 Penalty: 3192.486816
	Iteration 104Q: 3 clusters Score -1497010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1497015.750000 Penalty: 3192.486816
	Iteration 105Q: 3 clusters Score -1497016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1497020.000000 Penalty: 3192.486816
	Iteration 106Q: 3 clusters Score -1497020 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1497022.750000 Penalty: 3192.486816
	Iteration 107Q: 3 clusters Score -1497023 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1497033.250000 Penalty: 3192.486816
	Iteration 108Q: 3 clusters Score -1497033 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1497048.250000 Penalty: 3192.486816
	Iteration 109Q: 3 clusters Score -1497048 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1497052.125000 Penalty: 3192.486816
	Iteration 110Q: 3 clusters Score -1497052 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1497062.125000 Penalty: 3192.486816
	Iteration 111Q: 3 clusters Score -1497062 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1497068.750000 Penalty: 3192.486816
	Iteration 112Q: 3 clusters Score -1497069 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1497077.750000 Penalty: 3192.486816
	Iteration 113Q: 3 clusters Score -1497078 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1497088.125000 Penalty: 3192.486816
	Iteration 114Q: 3 clusters Score -1497088 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1497092.500000 Penalty: 3192.486816
	Iteration 115Q: 3 clusters Score -1497092 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1497092.875000 Penalty: 3192.486816
	Iteration 116Q: 3 clusters Score -1497093 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1497098.750000 Penalty: 3192.486816
	Iteration 117Q: 3 clusters Score -1497099 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1497101.250000 Penalty: 3192.486816
	Iteration 118Q: 3 clusters Score -1497101 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1497102.375000 Penalty: 3192.486816
	Iteration 119Q: 3 clusters Score -1497102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1497107.250000 Penalty: 3192.486816
	Iteration 120F: 3 clusters Score -1497107 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1497103.500000 Penalty: 3192.486816
	Iteration 121Q: 3 clusters Score -1497104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -1497105.375000 Penalty: 3192.486816
	Iteration 122Q: 3 clusters Score -1497105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1497112.000000 Penalty: 3192.486816
	Iteration 123Q: 3 clusters Score -1497112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1497111.875000 Penalty: 3192.486816
	Iteration 124Q: 3 clusters Score -1497112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1497115.000000 Penalty: 3192.486816
	Iteration 125Q: 3 clusters Score -1497115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1497116.125000 Penalty: 3192.486816
	Iteration 126Q: 3 clusters Score -1497116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1497117.375000 Penalty: 3192.486816
	Iteration 127Q: 3 clusters Score -1497117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1497115.875000 Penalty: 3192.486816
	Iteration 128Q: 3 clusters Score -1497116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1497114.875000 Penalty: 3192.486816
	Iteration 129Q: 3 clusters Score -1497115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -1497112.625000 Penalty: 3192.486816
	Iteration 130Q: 3 clusters Score -1497113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -1497114.875000 Penalty: 3192.486816
	Iteration 131Q: 3 clusters Score -1497115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1497116.375000 Penalty: 3192.486816
	Iteration 132Q: 3 clusters Score -1497116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1497118.125000 Penalty: 3192.486816
	Iteration 133Q: 3 clusters Score -1497118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1497119.000000 Penalty: 3192.486816
	Iteration 134Q: 3 clusters Score -1497119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -1497121.625000 Penalty: 3192.486816
	Iteration 135Q: 3 clusters Score -1497122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1497119.000000 Penalty: 3192.486816
	Iteration 136Q: 3 clusters Score -1497119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1497120.875000 Penalty: 3192.486816
	Iteration 137Q: 3 clusters Score -1497121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1497125.000000 Penalty: 3192.486816
	Iteration 138Q: 3 clusters Score -1497125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1497122.125000 Penalty: 3192.486816
	Iteration 139Q: 3 clusters Score -1497122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1497121.500000 Penalty: 3192.486816
	Iteration 140F: 3 clusters Score -1497122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1497123.875000 Penalty: 3192.486816
	Iteration 141Q: 3 clusters Score -1497124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1497122.750000 Penalty: 3192.486816
	Iteration 142Q: 3 clusters Score -1497123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1497122.625000 Penalty: 3192.486816
	Iteration 143Q: 3 clusters Score -1497123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1497122.500000 Penalty: 3192.486816
	Iteration 144Q: 3 clusters Score -1497122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1497122.625000 Penalty: 3192.486816
	Iteration 145Q: 3 clusters Score -1497123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1497121.625000 Penalty: 3192.486816
	Iteration 146Q: 3 clusters Score -1497122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1497121.375000 Penalty: 3192.486816
	Iteration 147Q: 3 clusters Score -1497121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1497121.375000 Penalty: 3192.486816
	Iteration 148F: 3 clusters Score -1497121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Entering Unmasked Estep 
Score: -81294.609375 Penalty: 1121.368774
	Iteration 0F: 2 clusters Score -81294.61 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 514 members 
Entering Unmasked Estep 
Score: -79869.328125 Penalty: 2242.737549
	Iteration 0F: 3 clusters Score -79869.33 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -80143.367188 Penalty: 2242.737549
	Iteration 1F: 3 clusters Score -80143.37 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -80209.664062 Penalty: 2242.737549
	Iteration 2F: 3 clusters Score -80209.66 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -80258.726562 Penalty: 2242.737549
	Iteration 3Q: 3 clusters Score -80258.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -80304.828125 Penalty: 2242.737549
	Iteration 4Q: 3 clusters Score -80304.83 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -80331.718750 Penalty: 2242.737549
	Iteration 5Q: 3 clusters Score -80331.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -80350.929688 Penalty: 2242.737549
	Iteration 6Q: 3 clusters Score -80350.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -80366.328125 Penalty: 2242.737549
	Iteration 7Q: 3 clusters Score -80366.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -80387.671875 Penalty: 2242.737549
	Iteration 8Q: 3 clusters Score -80387.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -80402.554688 Penalty: 2242.737549
	Iteration 9Q: 3 clusters Score -80402.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -80412.468750 Penalty: 2242.737549
	Iteration 10Q: 3 clusters Score -80412.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -80422.304688 Penalty: 2242.737549
	Iteration 11Q: 3 clusters Score -80422.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -80425.812500 Penalty: 2242.737549
	Iteration 12Q: 3 clusters Score -80425.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -80427.320312 Penalty: 2242.737549
	Iteration 13Q: 3 clusters Score -80427.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -80428.007812 Penalty: 2242.737549
	Iteration 14Q: 3 clusters Score -80428.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -80428.007812 Penalty: 2242.737549
	Iteration 15F: 3 clusters Score -80428.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (40973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Entering Unmasked Estep 
Score: -3731131.500000 Penalty: 1725.858643
	Iteration 0F: 2 clusters Score -3731132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -3703728.000000 Penalty: 3451.717285
	Iteration 0F: 3 clusters Score -3703728 nChanged 19101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -3714831.500000 Penalty: 3451.717285
	Iteration 1F: 3 clusters Score -3714832 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -3715832.250000 Penalty: 3451.717285
	Iteration 2F: 3 clusters Score -3715832 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -3717369.250000 Penalty: 3451.717285
	Iteration 3F: 3 clusters Score -3717369 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -3719555.500000 Penalty: 3451.717285
	Iteration 4F: 3 clusters Score -3719556 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -3721928.250000 Penalty: 3451.717285
	Iteration 5F: 3 clusters Score -3721928 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -3723876.000000 Penalty: 3451.717285
	Iteration 6F: 3 clusters Score -3723876 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -3725357.500000 Penalty: 3451.717285
	Iteration 7F: 3 clusters Score -3725358 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -3726427.500000 Penalty: 3451.717285
	Iteration 8Q: 3 clusters Score -3726428 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -3727272.500000 Penalty: 3451.717285
	Iteration 9Q: 3 clusters Score -3727272 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -3727954.250000 Penalty: 3451.717285
	Iteration 10Q: 3 clusters Score -3727954 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -3728532.750000 Penalty: 3451.717285
	Iteration 11Q: 3 clusters Score -3728533 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -3728938.250000 Penalty: 3451.717285
	Iteration 12Q: 3 clusters Score -3728938 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -3729191.500000 Penalty: 3451.717285
	Iteration 13Q: 3 clusters Score -3729192 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3729358.500000 Penalty: 3451.717285
	Iteration 14Q: 3 clusters Score -3729358 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -3729468.500000 Penalty: 3451.717285
	Iteration 15Q: 3 clusters Score -3729468 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3729549.750000 Penalty: 3451.717285
	Iteration 16Q: 3 clusters Score -3729550 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -3729586.750000 Penalty: 3451.717285
	Iteration 17Q: 3 clusters Score -3729587 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38657 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3729621.250000 Penalty: 3451.717285
	Iteration 18Q: 3 clusters Score -3729621 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3729656.750000 Penalty: 3451.717285
	Iteration 19Q: 3 clusters Score -3729657 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3729690.500000 Penalty: 3451.717285
	Iteration 20F: 3 clusters Score -3729690 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3729723.250000 Penalty: 3451.717285
	Iteration 21Q: 3 clusters Score -3729723 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -3729752.500000 Penalty: 3451.717285
	Iteration 22Q: 3 clusters Score -3729752 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3729763.750000 Penalty: 3451.717285
	Iteration 23Q: 3 clusters Score -3729764 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3729778.500000 Penalty: 3451.717285
	Iteration 24Q: 3 clusters Score -3729778 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3729795.000000 Penalty: 3451.717285
	Iteration 25Q: 3 clusters Score -3729795 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3729823.000000 Penalty: 3451.717285
	Iteration 26Q: 3 clusters Score -3729823 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3729853.750000 Penalty: 3451.717285
	Iteration 27Q: 3 clusters Score -3729854 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3729906.500000 Penalty: 3451.717285
	Iteration 28Q: 3 clusters Score -3729906 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3729981.250000 Penalty: 3451.717285
	Iteration 29Q: 3 clusters Score -3729981 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3730049.250000 Penalty: 3451.717285
	Iteration 30Q: 3 clusters Score -3730049 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3730122.250000 Penalty: 3451.717285
	Iteration 31Q: 3 clusters Score -3730122 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3730197.000000 Penalty: 3451.717285
	Iteration 32Q: 3 clusters Score -3730197 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3730232.750000 Penalty: 3451.717285
	Iteration 33Q: 3 clusters Score -3730233 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3730259.000000 Penalty: 3451.717285
	Iteration 34Q: 3 clusters Score -3730259 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3730276.500000 Penalty: 3451.717285
	Iteration 35Q: 3 clusters Score -3730276 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3730296.500000 Penalty: 3451.717285
	Iteration 36Q: 3 clusters Score -3730296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3730298.250000 Penalty: 3451.717285
	Iteration 37Q: 3 clusters Score -3730298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3730299.750000 Penalty: 3451.717285
	Iteration 38Q: 3 clusters Score -3730300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3730300.000000 Penalty: 3451.717285
	Iteration 39Q: 3 clusters Score -3730300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3730301.250000 Penalty: 3451.717285
	Iteration 40F: 3 clusters Score -3730301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3730301.250000 Penalty: 3451.717285
	Iteration 41Q: 3 clusters Score -3730301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39517 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3730298.500000 Penalty: 3451.717285
	Iteration 42Q: 3 clusters Score -3730298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39519 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3730297.250000 Penalty: 3451.717285
	Iteration 43Q: 3 clusters Score -3730297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3730296.250000 Penalty: 3451.717285
	Iteration 44Q: 3 clusters Score -3730296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3730296.250000 Penalty: 3451.717285
	Iteration 45F: 3 clusters Score -3730296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Entering Unmasked Estep 
Score: -723871.625000 Penalty: 1463.577637
	Iteration 0F: 2 clusters Score -723871.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -717863.437500 Penalty: 2927.155273
	Iteration 0F: 3 clusters Score -717863.4 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -719951.437500 Penalty: 2927.155273
	Iteration 1F: 3 clusters Score -719951.4 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -720529.562500 Penalty: 2927.155273
	Iteration 2F: 3 clusters Score -720529.6 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -721285.562500 Penalty: 2927.155273
	Iteration 3F: 3 clusters Score -721285.6 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -722092.625000 Penalty: 2927.155273
	Iteration 4F: 3 clusters Score -722092.6 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -722799.000000 Penalty: 2927.155273
	Iteration 5F: 3 clusters Score -722799 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -723221.250000 Penalty: 2927.155273
	Iteration 6F: 3 clusters Score -723221.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -723458.312500 Penalty: 2927.155273
	Iteration 7Q: 3 clusters Score -723458.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -723572.812500 Penalty: 2927.155273
	Iteration 8Q: 3 clusters Score -723572.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -723637.875000 Penalty: 2927.155273
	Iteration 9Q: 3 clusters Score -723637.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -723678.312500 Penalty: 2927.155273
	Iteration 10Q: 3 clusters Score -723678.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -723712.750000 Penalty: 2927.155273
	Iteration 11Q: 3 clusters Score -723712.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -723738.250000 Penalty: 2927.155273
	Iteration 12Q: 3 clusters Score -723738.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -723757.312500 Penalty: 2927.155273
	Iteration 13Q: 3 clusters Score -723757.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -723770.187500 Penalty: 2927.155273
	Iteration 14Q: 3 clusters Score -723770.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -723779.812500 Penalty: 2927.155273
	Iteration 15Q: 3 clusters Score -723779.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -723789.312500 Penalty: 2927.155273
	Iteration 16Q: 3 clusters Score -723789.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -723799.500000 Penalty: 2927.155273
	Iteration 17Q: 3 clusters Score -723799.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -723809.000000 Penalty: 2927.155273
	Iteration 18Q: 3 clusters Score -723809 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -723813.500000 Penalty: 2927.155273
	Iteration 19Q: 3 clusters Score -723813.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -723818.562500 Penalty: 2927.155273
	Iteration 20F: 3 clusters Score -723818.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -723821.937500 Penalty: 2927.155273
	Iteration 21Q: 3 clusters Score -723821.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -723827.875000 Penalty: 2927.155273
	Iteration 22Q: 3 clusters Score -723827.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -723831.312500 Penalty: 2927.155273
	Iteration 23Q: 3 clusters Score -723831.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -723833.750000 Penalty: 2927.155273
	Iteration 24Q: 3 clusters Score -723833.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -723840.375000 Penalty: 2927.155273
	Iteration 25Q: 3 clusters Score -723840.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -723845.687500 Penalty: 2927.155273
	Iteration 26Q: 3 clusters Score -723845.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -723855.750000 Penalty: 2927.155273
	Iteration 27Q: 3 clusters Score -723855.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -723859.750000 Penalty: 2927.155273
	Iteration 28Q: 3 clusters Score -723859.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -723860.687500 Penalty: 2927.155273
	Iteration 29Q: 3 clusters Score -723860.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -723865.000000 Penalty: 2927.155273
	Iteration 30Q: 3 clusters Score -723865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -723869.812500 Penalty: 2927.155273
	Iteration 31Q: 3 clusters Score -723869.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -723870.875000 Penalty: 2927.155273
	Iteration 32Q: 3 clusters Score -723870.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -723871.437500 Penalty: 2927.155273
	Iteration 33Q: 3 clusters Score -723871.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -723874.500000 Penalty: 2927.155273
	Iteration 34Q: 3 clusters Score -723874.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -723874.750000 Penalty: 2927.155273
	Iteration 35Q: 3 clusters Score -723874.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -723877.562500 Penalty: 2927.155273
	Iteration 36Q: 3 clusters Score -723877.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -723877.562500 Penalty: 2927.155273
	Iteration 37F: 3 clusters Score -723877.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 69969 members 
Mstep: Class 2 contains 4554 members 
Mstep: Class 3 contains 51420 members 
Mstep: Class 4 contains 11021 members 
Mstep: Class 5 contains 10484 members 
Mstep: Class 6 contains 1782 members 
Mstep: Class 7 contains 19881 members 
Mstep: Class 8 contains 1812 members 
Mstep: Class 9 contains 13792 members 
Mstep: Class 10 contains 68434 members 
Mstep: Class 11 contains 22686 members 
Mstep: Class 12 contains 5319 members 
Mstep: Class 13 contains 126083 members 
Mstep: Class 14 contains 121860 members 
Mstep: Class 15 contains 61134 members 
Mstep: Class 16 contains 18454 members 
Mstep: Class 17 contains 993 members 
Mstep: Class 18 contains 40973 members 
Mstep: Class 19 contains 7230 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 21 contains 7324 members 
Mstep: Class 22 contains 10815 members 
Mstep: Class 23 contains 63290 members 
Mstep: Class 24 contains 5538 members 
Mstep: Class 25 contains 8400 members 
Mstep: Class 26 contains 64929 members 
Mstep: Class 27 contains 2904 members 
Mstep: Class 28 contains 25522 members 
Mstep: Class 29 contains 82663 members 
Mstep: Class 30 contains 4015 members 
Mstep: Class 31 contains 1070 members 
Mstep: Class 32 contains 4878 members 
Mstep: Class 33 contains 15335 members 
Mstep: Class 34 contains 927 members 
Entering Unmasked Estep 
Score: -84441944.000000 Penalty: 76095.531250
Splitting cluster 19 changes total score from -84438632.000000 to -84441944.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 20 (2831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Entering Unmasked Estep 
Score: -233985.937500 Penalty: 1291.612549
	Iteration 0F: 2 clusters Score -233985.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -231500.437500 Penalty: 2583.225098
	Iteration 0F: 3 clusters Score -231500.4 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -232526.453125 Penalty: 2583.225098
	Iteration 1F: 3 clusters Score -232526.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -233365.281250 Penalty: 2583.225098
	Iteration 2F: 3 clusters Score -233365.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -234064.671875 Penalty: 2583.225098
	Iteration 3F: 3 clusters Score -234064.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -234535.312500 Penalty: 2583.225098
	Iteration 4F: 3 clusters Score -234535.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -234841.390625 Penalty: 2583.225098
	Iteration 5F: 3 clusters Score -234841.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -234980.500000 Penalty: 2583.225098
	Iteration 6Q: 3 clusters Score -234980.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -235066.234375 Penalty: 2583.225098
	Iteration 7Q: 3 clusters Score -235066.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -235106.359375 Penalty: 2583.225098
	Iteration 8Q: 3 clusters Score -235106.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -235132.921875 Penalty: 2583.225098
	Iteration 9Q: 3 clusters Score -235132.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -235145.031250 Penalty: 2583.225098
	Iteration 10Q: 3 clusters Score -235145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -235159.234375 Penalty: 2583.225098
	Iteration 11Q: 3 clusters Score -235159.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -235176.796875 Penalty: 2583.225098
	Iteration 12Q: 3 clusters Score -235176.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -235189.421875 Penalty: 2583.225098
	Iteration 13Q: 3 clusters Score -235189.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -235223.171875 Penalty: 2583.225098
	Iteration 14Q: 3 clusters Score -235223.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -235280.171875 Penalty: 2583.225098
	Iteration 15Q: 3 clusters Score -235280.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -235384.406250 Penalty: 2583.225098
	Iteration 16Q: 3 clusters Score -235384.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -235491.359375 Penalty: 2583.225098
	Iteration 17Q: 3 clusters Score -235491.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -235541.078125 Penalty: 2583.225098
	Iteration 18Q: 3 clusters Score -235541.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -235553.968750 Penalty: 2583.225098
	Iteration 19Q: 3 clusters Score -235554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -235560.640625 Penalty: 2583.225098
	Iteration 20F: 3 clusters Score -235560.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -235561.625000 Penalty: 2583.225098
	Iteration 21Q: 3 clusters Score -235561.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -235562.500000 Penalty: 2583.225098
	Iteration 22Q: 3 clusters Score -235562.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -235562.734375 Penalty: 2583.225098
	Iteration 23Q: 3 clusters Score -235562.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -235563.515625 Penalty: 2583.225098
	Iteration 24Q: 3 clusters Score -235563.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -235563.656250 Penalty: 2583.225098
	Iteration 25Q: 3 clusters Score -235563.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -235564.359375 Penalty: 2583.225098
	Iteration 26Q: 3 clusters Score -235564.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -235564.359375 Penalty: 2583.225098
	Iteration 27F: 3 clusters Score -235564.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 69969 members 
Mstep: Class 2 contains 4554 members 
Mstep: Class 3 contains 51420 members 
Mstep: Class 4 contains 11021 members 
Mstep: Class 5 contains 10484 members 
Mstep: Class 6 contains 1782 members 
Mstep: Class 7 contains 19881 members 
Mstep: Class 8 contains 1812 members 
Mstep: Class 9 contains 13792 members 
Mstep: Class 10 contains 68434 members 
Mstep: Class 11 contains 22686 members 
Mstep: Class 12 contains 5319 members 
Mstep: Class 13 contains 126083 members 
Mstep: Class 14 contains 121860 members 
Mstep: Class 15 contains 61134 members 
Mstep: Class 16 contains 18454 members 
Mstep: Class 17 contains 993 members 
Mstep: Class 18 contains 40973 members 
Mstep: Class 19 contains 7230 members 
Mstep: Class 20 contains 1159 members 
Mstep: Class 21 contains 7324 members 
Mstep: Class 22 contains 10815 members 
Mstep: Class 23 contains 63290 members 
Mstep: Class 24 contains 5538 members 
Mstep: Class 25 contains 8400 members 
Mstep: Class 26 contains 64929 members 
Mstep: Class 27 contains 2904 members 
Mstep: Class 28 contains 25522 members 
Mstep: Class 29 contains 82663 members 
Mstep: Class 30 contains 4015 members 
Mstep: Class 31 contains 1070 members 
Mstep: Class 32 contains 4878 members 
Mstep: Class 33 contains 15335 members 
Mstep: Class 34 contains 927 members 
Mstep: Class 35 contains 1672 members 
Entering Unmasked Estep 
Score: -84442552.000000 Penalty: 78333.632812
Splitting cluster 20 changes total score from -84438632.000000 to -84442552.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 21 (7324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Entering Unmasked Estep 
Score: -652260.812500 Penalty: 1446.073120
	Iteration 0F: 2 clusters Score -652260.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -646771.500000 Penalty: 2892.146240
	Iteration 0F: 3 clusters Score -646771.5 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -648447.125000 Penalty: 2892.146240
	Iteration 1F: 3 clusters Score -648447.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -648667.750000 Penalty: 2892.146240
	Iteration 2F: 3 clusters Score -648667.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -648891.625000 Penalty: 2892.146240
	Iteration 3F: 3 clusters Score -648891.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -649078.187500 Penalty: 2892.146240
	Iteration 4F: 3 clusters Score -649078.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -649273.875000 Penalty: 2892.146240
	Iteration 5Q: 3 clusters Score -649273.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -649463.812500 Penalty: 2892.146240
	Iteration 6Q: 3 clusters Score -649463.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -649643.437500 Penalty: 2892.146240
	Iteration 7Q: 3 clusters Score -649643.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -649843.250000 Penalty: 2892.146240
	Iteration 8Q: 3 clusters Score -649843.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -650046.312500 Penalty: 2892.146240
	Iteration 9Q: 3 clusters Score -650046.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -650226.687500 Penalty: 2892.146240
	Iteration 10Q: 3 clusters Score -650226.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -650411.250000 Penalty: 2892.146240
	Iteration 11Q: 3 clusters Score -650411.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -650606.437500 Penalty: 2892.146240
	Iteration 12Q: 3 clusters Score -650606.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -650758.562500 Penalty: 2892.146240
	Iteration 13Q: 3 clusters Score -650758.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -650868.812500 Penalty: 2892.146240
	Iteration 14Q: 3 clusters Score -650868.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -650955.750000 Penalty: 2892.146240
	Iteration 15Q: 3 clusters Score -650955.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -651005.437500 Penalty: 2892.146240
	Iteration 16Q: 3 clusters Score -651005.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -651030.812500 Penalty: 2892.146240
	Iteration 17Q: 3 clusters Score -651030.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -651047.500000 Penalty: 2892.146240
	Iteration 18Q: 3 clusters Score -651047.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -651060.562500 Penalty: 2892.146240
	Iteration 19Q: 3 clusters Score -651060.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -651072.625000 Penalty: 2892.146240
	Iteration 20F: 3 clusters Score -651072.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -651080.312500 Penalty: 2892.146240
	Iteration 21Q: 3 clusters Score -651080.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -651086.000000 Penalty: 2892.146240
	Iteration 22Q: 3 clusters Score -651086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -651087.437500 Penalty: 2892.146240
	Iteration 23Q: 3 clusters Score -651087.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -651089.937500 Penalty: 2892.146240
	Iteration 24Q: 3 clusters Score -651089.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -651093.437500 Penalty: 2892.146240
	Iteration 25Q: 3 clusters Score -651093.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -651097.312500 Penalty: 2892.146240
	Iteration 26Q: 3 clusters Score -651097.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -651101.437500 Penalty: 2892.146240
	Iteration 27Q: 3 clusters Score -651101.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -651107.062500 Penalty: 2892.146240
	Iteration 28Q: 3 clusters Score -651107.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -651110.687500 Penalty: 2892.146240
	Iteration 29Q: 3 clusters Score -651110.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -651118.000000 Penalty: 2892.146240
	Iteration 30Q: 3 clusters Score -651118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -651124.875000 Penalty: 2892.146240
	Iteration 31Q: 3 clusters Score -651124.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -651127.625000 Penalty: 2892.146240
	Iteration 32Q: 3 clusters Score -651127.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -651131.062500 Penalty: 2892.146240
	Iteration 33Q: 3 clusters Score -651131.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -651134.812500 Penalty: 2892.146240
	Iteration 34Q: 3 clusters Score -651134.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -651135.687500 Penalty: 2892.146240
	Iteration 35Q: 3 clusters Score -651135.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -651138.625000 Penalty: 2892.146240
	Iteration 36Q: 3 clusters Score -651138.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -651141.375000 Penalty: 2892.146240
	Iteration 37Q: 3 clusters Score -651141.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -651144.250000 Penalty: 2892.146240
	Iteration 38Q: 3 clusters Score -651144.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -651143.500000 Penalty: 2892.146240
	Iteration 39Q: 3 clusters Score -651143.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -651144.125000 Penalty: 2892.146240
	Iteration 40F: 3 clusters Score -651144.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -651146.687500 Penalty: 2892.146240
	Iteration 41Q: 3 clusters Score -651146.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -651149.062500 Penalty: 2892.146240
	Iteration 42Q: 3 clusters Score -651149.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -651149.750000 Penalty: 2892.146240
	Iteration 43Q: 3 clusters Score -651149.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -651150.500000 Penalty: 2892.146240
	Iteration 44Q: 3 clusters Score -651150.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -651151.312500 Penalty: 2892.146240
	Iteration 45Q: 3 clusters Score -651151.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -651152.625000 Penalty: 2892.146240
	Iteration 46Q: 3 clusters Score -651152.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -651151.687500 Penalty: 2892.146240
	Iteration 47Q: 3 clusters Score -651151.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -651152.812500 Penalty: 2892.146240
	Iteration 48Q: 3 clusters Score -651152.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -651152.812500 Penalty: 2892.146240
	Iteration 49F: 3 clusters Score -651152.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Entering Unmasked Estep 
Score: -928906.875000 Penalty: 1509.412109
	Iteration 0F: 2 clusters Score -928906.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -921245.375000 Penalty: 3018.824219
	Iteration 0F: 3 clusters Score -921245.4 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -924352.937500 Penalty: 3018.824219
	Iteration 1F: 3 clusters Score -924352.9 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -926007.125000 Penalty: 3018.824219
	Iteration 2F: 3 clusters Score -926007.1 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -927904.125000 Penalty: 3018.824219
	Iteration 3F: 3 clusters Score -927904.1 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -929305.437500 Penalty: 3018.824219
	Iteration 4F: 3 clusters Score -929305.4 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -930009.187500 Penalty: 3018.824219
	Iteration 5F: 3 clusters Score -930009.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -930290.375000 Penalty: 3018.824219
	Iteration 6Q: 3 clusters Score -930290.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -930381.312500 Penalty: 3018.824219
	Iteration 7Q: 3 clusters Score -930381.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -930429.687500 Penalty: 3018.824219
	Iteration 8Q: 3 clusters Score -930429.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -930463.500000 Penalty: 3018.824219
	Iteration 9Q: 3 clusters Score -930463.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -930498.562500 Penalty: 3018.824219
	Iteration 10Q: 3 clusters Score -930498.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -930519.062500 Penalty: 3018.824219
	Iteration 11Q: 3 clusters Score -930519.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -930538.250000 Penalty: 3018.824219
	Iteration 12Q: 3 clusters Score -930538.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -930568.562500 Penalty: 3018.824219
	Iteration 13Q: 3 clusters Score -930568.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -930609.625000 Penalty: 3018.824219
	Iteration 14Q: 3 clusters Score -930609.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -930660.000000 Penalty: 3018.824219
	Iteration 15Q: 3 clusters Score -930660 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -930717.937500 Penalty: 3018.824219
	Iteration 16Q: 3 clusters Score -930717.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -930818.937500 Penalty: 3018.824219
	Iteration 17Q: 3 clusters Score -930818.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -930962.812500 Penalty: 3018.824219
	Iteration 18Q: 3 clusters Score -930962.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -931124.187500 Penalty: 3018.824219
	Iteration 19Q: 3 clusters Score -931124.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -931245.812500 Penalty: 3018.824219
	Iteration 20F: 3 clusters Score -931245.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -931303.062500 Penalty: 3018.824219
	Iteration 21Q: 3 clusters Score -931303.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -931324.937500 Penalty: 3018.824219
	Iteration 22Q: 3 clusters Score -931324.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -931342.437500 Penalty: 3018.824219
	Iteration 23Q: 3 clusters Score -931342.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -931350.937500 Penalty: 3018.824219
	Iteration 24Q: 3 clusters Score -931350.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -931361.375000 Penalty: 3018.824219
	Iteration 25Q: 3 clusters Score -931361.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -931375.562500 Penalty: 3018.824219
	Iteration 26Q: 3 clusters Score -931375.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -931407.562500 Penalty: 3018.824219
	Iteration 27Q: 3 clusters Score -931407.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -931485.812500 Penalty: 3018.824219
	Iteration 28Q: 3 clusters Score -931485.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -931574.000000 Penalty: 3018.824219
	Iteration 29Q: 3 clusters Score -931574 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -931607.687500 Penalty: 3018.824219
	Iteration 30Q: 3 clusters Score -931607.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -931611.687500 Penalty: 3018.824219
	Iteration 31Q: 3 clusters Score -931611.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -931613.812500 Penalty: 3018.824219
	Iteration 32Q: 3 clusters Score -931613.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -931615.250000 Penalty: 3018.824219
	Iteration 33Q: 3 clusters Score -931615.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -931612.875000 Penalty: 3018.824219
	Iteration 34Q: 3 clusters Score -931612.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -931612.875000 Penalty: 3018.824219
	Iteration 35F: 3 clusters Score -931612.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 69969 members 
Mstep: Class 2 contains 4554 members 
Mstep: Class 3 contains 51420 members 
Mstep: Class 4 contains 11021 members 
Mstep: Class 5 contains 10484 members 
Mstep: Class 6 contains 1782 members 
Mstep: Class 7 contains 19881 members 
Mstep: Class 8 contains 1812 members 
Mstep: Class 9 contains 13792 members 
Mstep: Class 10 contains 68434 members 
Mstep: Class 11 contains 22686 members 
Mstep: Class 12 contains 5319 members 
Mstep: Class 13 contains 126083 members 
Mstep: Class 14 contains 121860 members 
Mstep: Class 15 contains 61134 members 
Mstep: Class 16 contains 18454 members 
Mstep: Class 17 contains 993 members 
Mstep: Class 18 contains 40973 members 
Mstep: Class 19 contains 7230 members 
Mstep: Class 20 contains 1159 members 
Mstep: Class 21 contains 7324 members 
Mstep: Class 22 contains 7674 members 
Mstep: Class 23 contains 63290 members 
Mstep: Class 24 contains 5538 members 
Mstep: Class 25 contains 8400 members 
Mstep: Class 26 contains 64929 members 
Mstep: Class 27 contains 2904 members 
Mstep: Class 28 contains 25522 members 
Mstep: Class 29 contains 82663 members 
Mstep: Class 30 contains 4015 members 
Mstep: Class 31 contains 1070 members 
Mstep: Class 32 contains 4878 members 
Mstep: Class 33 contains 15335 members 
Mstep: Class 34 contains 927 members 
Mstep: Class 35 contains 1672 members 
Mstep: Class 36 contains 3141 members 
Entering Unmasked Estep 
Score: -84444320.000000 Penalty: 80571.734375
Splitting cluster 22 changes total score from -84438632.000000 to -84444320.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 23 (63290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63290 members 
Entering Unmasked Estep 
Score: -5804338.000000 Penalty: 1796.515991
	Iteration 0F: 2 clusters Score -5804338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -5761999.000000 Penalty: 3593.031982
	Iteration 0F: 3 clusters Score -5761999 nChanged 30007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -5779446.000000 Penalty: 3593.031982
	Iteration 1F: 3 clusters Score -5779446 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -5780102.000000 Penalty: 3593.031982
	Iteration 2Q: 3 clusters Score -5780102 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -5780789.000000 Penalty: 3593.031982
	Iteration 3Q: 3 clusters Score -5780789 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -5781704.000000 Penalty: 3593.031982
	Iteration 4Q: 3 clusters Score -5781704 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -5782823.000000 Penalty: 3593.031982
	Iteration 5Q: 3 clusters Score -5782823 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -5784282.500000 Penalty: 3593.031982
	Iteration 6F: 3 clusters Score -5784282 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -5785858.000000 Penalty: 3593.031982
	Iteration 7F: 3 clusters Score -5785858 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -5787292.000000 Penalty: 3593.031982
	Iteration 8F: 3 clusters Score -5787292 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -5788673.000000 Penalty: 3593.031982
	Iteration 9Q: 3 clusters Score -5788673 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -5790038.500000 Penalty: 3593.031982
	Iteration 10Q: 3 clusters Score -5790038 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -5791266.500000 Penalty: 3593.031982
	Iteration 11Q: 3 clusters Score -5791266 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -5792508.500000 Penalty: 3593.031982
	Iteration 12Q: 3 clusters Score -5792508 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -5793639.000000 Penalty: 3593.031982
	Iteration 13Q: 3 clusters Score -5793639 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -5794518.500000 Penalty: 3593.031982
	Iteration 14Q: 3 clusters Score -5794518 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46700 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -5795182.000000 Penalty: 3593.031982
	Iteration 15Q: 3 clusters Score -5795182 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47904 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -5795739.500000 Penalty: 3593.031982
	Iteration 16Q: 3 clusters Score -5795740 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -5796223.500000 Penalty: 3593.031982
	Iteration 17Q: 3 clusters Score -5796224 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -5796663.000000 Penalty: 3593.031982
	Iteration 18Q: 3 clusters Score -5796663 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51327 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -5797140.000000 Penalty: 3593.031982
	Iteration 19Q: 3 clusters Score -5797140 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52467 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -5797613.000000 Penalty: 3593.031982
	Iteration 20F: 3 clusters Score -5797613 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53510 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -5798056.000000 Penalty: 3593.031982
	Iteration 21Q: 3 clusters Score -5798056 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54530 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -5798481.500000 Penalty: 3593.031982
	Iteration 22Q: 3 clusters Score -5798482 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55513 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -5798932.000000 Penalty: 3593.031982
	Iteration 23Q: 3 clusters Score -5798932 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56528 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -5799408.500000 Penalty: 3593.031982
	Iteration 24Q: 3 clusters Score -5799408 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57491 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -5799911.500000 Penalty: 3593.031982
	Iteration 25Q: 3 clusters Score -5799912 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58389 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -5800409.000000 Penalty: 3593.031982
	Iteration 26Q: 3 clusters Score -5800409 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59175 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -5800760.000000 Penalty: 3593.031982
	Iteration 27Q: 3 clusters Score -5800760 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59838 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -5801117.000000 Penalty: 3593.031982
	Iteration 28Q: 3 clusters Score -5801117 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60415 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -5801430.500000 Penalty: 3593.031982
	Iteration 29Q: 3 clusters Score -5801430 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60907 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -5801668.500000 Penalty: 3593.031982
	Iteration 30Q: 3 clusters Score -5801668 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61304 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -5801867.500000 Penalty: 3593.031982
	Iteration 31Q: 3 clusters Score -5801868 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61619 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -5802037.000000 Penalty: 3593.031982
	Iteration 32Q: 3 clusters Score -5802037 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61892 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5802208.000000 Penalty: 3593.031982
	Iteration 33Q: 3 clusters Score -5802208 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62144 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5802349.000000 Penalty: 3593.031982
	Iteration 34Q: 3 clusters Score -5802349 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62332 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5802460.000000 Penalty: 3593.031982
	Iteration 35Q: 3 clusters Score -5802460 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62454 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5802553.500000 Penalty: 3593.031982
	Iteration 36Q: 3 clusters Score -5802554 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62540 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5802604.000000 Penalty: 3593.031982
	Iteration 37Q: 3 clusters Score -5802604 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62623 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5802648.500000 Penalty: 3593.031982
	Iteration 38Q: 3 clusters Score -5802648 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62675 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5802668.000000 Penalty: 3593.031982
	Iteration 39Q: 3 clusters Score -5802668 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62710 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5802684.500000 Penalty: 3593.031982
	Iteration 40F: 3 clusters Score -5802684 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62749 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5802710.000000 Penalty: 3593.031982
	Iteration 41Q: 3 clusters Score -5802710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62785 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5802740.000000 Penalty: 3593.031982
	Iteration 42Q: 3 clusters Score -5802740 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62816 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5802757.500000 Penalty: 3593.031982
	Iteration 43Q: 3 clusters Score -5802758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62842 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5802760.000000 Penalty: 3593.031982
	Iteration 44Q: 3 clusters Score -5802760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62856 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5802781.000000 Penalty: 3593.031982
	Iteration 45Q: 3 clusters Score -5802781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62860 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5802784.000000 Penalty: 3593.031982
	Iteration 46Q: 3 clusters Score -5802784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62869 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5802791.000000 Penalty: 3593.031982
	Iteration 47Q: 3 clusters Score -5802791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62876 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5802796.500000 Penalty: 3593.031982
	Iteration 48Q: 3 clusters Score -5802796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62880 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5802801.500000 Penalty: 3593.031982
	Iteration 49Q: 3 clusters Score -5802802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62884 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5802801.000000 Penalty: 3593.031982
	Iteration 50Q: 3 clusters Score -5802801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62890 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5802809.000000 Penalty: 3593.031982
	Iteration 51Q: 3 clusters Score -5802809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62894 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5802811.000000 Penalty: 3593.031982
	Iteration 52Q: 3 clusters Score -5802811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62898 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5802816.000000 Penalty: 3593.031982
	Iteration 53Q: 3 clusters Score -5802816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62903 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5802821.500000 Penalty: 3593.031982
	Iteration 54Q: 3 clusters Score -5802822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62910 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5802825.000000 Penalty: 3593.031982
	Iteration 55Q: 3 clusters Score -5802825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62920 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5802829.000000 Penalty: 3593.031982
	Iteration 56Q: 3 clusters Score -5802829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62926 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5802831.000000 Penalty: 3593.031982
	Iteration 57Q: 3 clusters Score -5802831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62928 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5802835.000000 Penalty: 3593.031982
	Iteration 58Q: 3 clusters Score -5802835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62927 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5802836.500000 Penalty: 3593.031982
	Iteration 59Q: 3 clusters Score -5802836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62927 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5802836.500000 Penalty: 3593.031982
	Iteration 60F: 3 clusters Score -5802836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Entering Unmasked Estep 
Score: -447329.281250 Penalty: 1400.650635
	Iteration 0F: 2 clusters Score -447329.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -443009.125000 Penalty: 2801.301270
	Iteration 0F: 3 clusters Score -443009.1 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -444569.937500 Penalty: 2801.301270
	Iteration 1F: 3 clusters Score -444569.9 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -445318.156250 Penalty: 2801.301270
	Iteration 2F: 3 clusters Score -445318.2 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -446037.625000 Penalty: 2801.301270
	Iteration 3F: 3 clusters Score -446037.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -446506.656250 Penalty: 2801.301270
	Iteration 4F: 3 clusters Score -446506.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -446777.312500 Penalty: 2801.301270
	Iteration 5F: 3 clusters Score -446777.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -446904.031250 Penalty: 2801.301270
	Iteration 6Q: 3 clusters Score -446904 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -446975.125000 Penalty: 2801.301270
	Iteration 7Q: 3 clusters Score -446975.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -447025.593750 Penalty: 2801.301270
	Iteration 8Q: 3 clusters Score -447025.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -447057.593750 Penalty: 2801.301270
	Iteration 9Q: 3 clusters Score -447057.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -447073.343750 Penalty: 2801.301270
	Iteration 10Q: 3 clusters Score -447073.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -447085.000000 Penalty: 2801.301270
	Iteration 11Q: 3 clusters Score -447085 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -447090.906250 Penalty: 2801.301270
	Iteration 12Q: 3 clusters Score -447090.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -447094.125000 Penalty: 2801.301270
	Iteration 13Q: 3 clusters Score -447094.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -447096.281250 Penalty: 2801.301270
	Iteration 14Q: 3 clusters Score -447096.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -447098.781250 Penalty: 2801.301270
	Iteration 15Q: 3 clusters Score -447098.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -447100.125000 Penalty: 2801.301270
	Iteration 16Q: 3 clusters Score -447100.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -447102.156250 Penalty: 2801.301270
	Iteration 17Q: 3 clusters Score -447102.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -447104.281250 Penalty: 2801.301270
	Iteration 18Q: 3 clusters Score -447104.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -447104.906250 Penalty: 2801.301270
	Iteration 19Q: 3 clusters Score -447104.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -447107.718750 Penalty: 2801.301270
	Iteration 20F: 3 clusters Score -447107.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -447111.250000 Penalty: 2801.301270
	Iteration 21Q: 3 clusters Score -447111.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -447114.750000 Penalty: 2801.301270
	Iteration 22Q: 3 clusters Score -447114.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -447116.312500 Penalty: 2801.301270
	Iteration 23Q: 3 clusters Score -447116.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -447117.437500 Penalty: 2801.301270
	Iteration 24Q: 3 clusters Score -447117.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -447119.375000 Penalty: 2801.301270
	Iteration 25Q: 3 clusters Score -447119.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -447120.843750 Penalty: 2801.301270
	Iteration 26Q: 3 clusters Score -447120.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -447120.562500 Penalty: 2801.301270
	Iteration 27Q: 3 clusters Score -447120.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -447121.500000 Penalty: 2801.301270
	Iteration 28Q: 3 clusters Score -447121.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -447124.500000 Penalty: 2801.301270
	Iteration 29Q: 3 clusters Score -447124.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -447130.250000 Penalty: 2801.301270
	Iteration 30Q: 3 clusters Score -447130.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -447138.031250 Penalty: 2801.301270
	Iteration 31Q: 3 clusters Score -447138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -447144.468750 Penalty: 2801.301270
	Iteration 32Q: 3 clusters Score -447144.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -447152.375000 Penalty: 2801.301270
	Iteration 33Q: 3 clusters Score -447152.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -447160.000000 Penalty: 2801.301270
	Iteration 34Q: 3 clusters Score -447160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -447163.500000 Penalty: 2801.301270
	Iteration 35Q: 3 clusters Score -447163.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -447169.468750 Penalty: 2801.301270
	Iteration 36Q: 3 clusters Score -447169.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -447173.937500 Penalty: 2801.301270
	Iteration 37Q: 3 clusters Score -447173.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -447178.718750 Penalty: 2801.301270
	Iteration 38Q: 3 clusters Score -447178.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -447184.031250 Penalty: 2801.301270
	Iteration 39Q: 3 clusters Score -447184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -447190.000000 Penalty: 2801.301270
	Iteration 40F: 3 clusters Score -447190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -447197.562500 Penalty: 2801.301270
	Iteration 41Q: 3 clusters Score -447197.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -447207.468750 Penalty: 2801.301270
	Iteration 42Q: 3 clusters Score -447207.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -447215.937500 Penalty: 2801.301270
	Iteration 43Q: 3 clusters Score -447215.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -447234.312500 Penalty: 2801.301270
	Iteration 44Q: 3 clusters Score -447234.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -447251.593750 Penalty: 2801.301270
	Iteration 45Q: 3 clusters Score -447251.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -447275.531250 Penalty: 2801.301270
	Iteration 46Q: 3 clusters Score -447275.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -447301.500000 Penalty: 2801.301270
	Iteration 47Q: 3 clusters Score -447301.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -447330.593750 Penalty: 2801.301270
	Iteration 48Q: 3 clusters Score -447330.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -447352.968750 Penalty: 2801.301270
	Iteration 49Q: 3 clusters Score -447353 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -447369.406250 Penalty: 2801.301270
	Iteration 50Q: 3 clusters Score -447369.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -447386.968750 Penalty: 2801.301270
	Iteration 51Q: 3 clusters Score -447387 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -447398.218750 Penalty: 2801.301270
	Iteration 52Q: 3 clusters Score -447398.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -447409.968750 Penalty: 2801.301270
	Iteration 53Q: 3 clusters Score -447410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -447421.062500 Penalty: 2801.301270
	Iteration 54Q: 3 clusters Score -447421.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -447435.750000 Penalty: 2801.301270
	Iteration 55Q: 3 clusters Score -447435.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -447447.750000 Penalty: 2801.301270
	Iteration 56Q: 3 clusters Score -447447.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -447459.656250 Penalty: 2801.301270
	Iteration 57Q: 3 clusters Score -447459.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -447469.875000 Penalty: 2801.301270
	Iteration 58Q: 3 clusters Score -447469.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -447479.500000 Penalty: 2801.301270
	Iteration 59Q: 3 clusters Score -447479.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -447490.562500 Penalty: 2801.301270
	Iteration 60F: 3 clusters Score -447490.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -447501.093750 Penalty: 2801.301270
	Iteration 61Q: 3 clusters Score -447501.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -447506.593750 Penalty: 2801.301270
	Iteration 62Q: 3 clusters Score -447506.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -447513.937500 Penalty: 2801.301270
	Iteration 63Q: 3 clusters Score -447513.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -447520.406250 Penalty: 2801.301270
	Iteration 64Q: 3 clusters Score -447520.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -447531.312500 Penalty: 2801.301270
	Iteration 65Q: 3 clusters Score -447531.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -447540.187500 Penalty: 2801.301270
	Iteration 66Q: 3 clusters Score -447540.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -447554.843750 Penalty: 2801.301270
	Iteration 67Q: 3 clusters Score -447554.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -447569.312500 Penalty: 2801.301270
	Iteration 68Q: 3 clusters Score -447569.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -447581.750000 Penalty: 2801.301270
	Iteration 69Q: 3 clusters Score -447581.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -447592.187500 Penalty: 2801.301270
	Iteration 70Q: 3 clusters Score -447592.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -447606.156250 Penalty: 2801.301270
	Iteration 71Q: 3 clusters Score -447606.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -447623.656250 Penalty: 2801.301270
	Iteration 72Q: 3 clusters Score -447623.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -447647.312500 Penalty: 2801.301270
	Iteration 73Q: 3 clusters Score -447647.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -447678.656250 Penalty: 2801.301270
	Iteration 74Q: 3 clusters Score -447678.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -447706.437500 Penalty: 2801.301270
	Iteration 75Q: 3 clusters Score -447706.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -447730.218750 Penalty: 2801.301270
	Iteration 76Q: 3 clusters Score -447730.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -447748.500000 Penalty: 2801.301270
	Iteration 77Q: 3 clusters Score -447748.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -447768.687500 Penalty: 2801.301270
	Iteration 78Q: 3 clusters Score -447768.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -447780.281250 Penalty: 2801.301270
	Iteration 79Q: 3 clusters Score -447780.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -447792.000000 Penalty: 2801.301270
	Iteration 80F: 3 clusters Score -447792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -447802.187500 Penalty: 2801.301270
	Iteration 81Q: 3 clusters Score -447802.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -447809.968750 Penalty: 2801.301270
	Iteration 82Q: 3 clusters Score -447810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -447816.062500 Penalty: 2801.301270
	Iteration 83Q: 3 clusters Score -447816.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -447822.093750 Penalty: 2801.301270
	Iteration 84Q: 3 clusters Score -447822.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -447825.562500 Penalty: 2801.301270
	Iteration 85Q: 3 clusters Score -447825.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -447827.843750 Penalty: 2801.301270
	Iteration 86Q: 3 clusters Score -447827.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -447831.000000 Penalty: 2801.301270
	Iteration 87Q: 3 clusters Score -447831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -447834.375000 Penalty: 2801.301270
	Iteration 88Q: 3 clusters Score -447834.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -447840.125000 Penalty: 2801.301270
	Iteration 89Q: 3 clusters Score -447840.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -447847.812500 Penalty: 2801.301270
	Iteration 90Q: 3 clusters Score -447847.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -447854.500000 Penalty: 2801.301270
	Iteration 91Q: 3 clusters Score -447854.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -447858.562500 Penalty: 2801.301270
	Iteration 92Q: 3 clusters Score -447858.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -447861.937500 Penalty: 2801.301270
	Iteration 93Q: 3 clusters Score -447861.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -447864.968750 Penalty: 2801.301270
	Iteration 94Q: 3 clusters Score -447865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -447865.593750 Penalty: 2801.301270
	Iteration 95Q: 3 clusters Score -447865.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -447868.125000 Penalty: 2801.301270
	Iteration 96Q: 3 clusters Score -447868.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -447869.750000 Penalty: 2801.301270
	Iteration 97Q: 3 clusters Score -447869.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -447870.937500 Penalty: 2801.301270
	Iteration 98Q: 3 clusters Score -447870.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -447871.437500 Penalty: 2801.301270
	Iteration 99Q: 3 clusters Score -447871.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -447871.437500 Penalty: 2801.301270
	Iteration 100F: 3 clusters Score -447871.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 69969 members 
Mstep: Class 2 contains 4554 members 
Mstep: Class 3 contains 51420 members 
Mstep: Class 4 contains 11021 members 
Mstep: Class 5 contains 10484 members 
Mstep: Class 6 contains 1782 members 
Mstep: Class 7 contains 19881 members 
Mstep: Class 8 contains 1812 members 
Mstep: Class 9 contains 13792 members 
Mstep: Class 10 contains 68434 members 
Mstep: Class 11 contains 22686 members 
Mstep: Class 12 contains 5319 members 
Mstep: Class 13 contains 126083 members 
Mstep: Class 14 contains 121860 members 
Mstep: Class 15 contains 61134 members 
Mstep: Class 16 contains 18454 members 
Mstep: Class 17 contains 993 members 
Mstep: Class 18 contains 40973 members 
Mstep: Class 19 contains 7230 members 
Mstep: Class 20 contains 1159 members 
Mstep: Class 21 contains 7324 members 
Mstep: Class 22 contains 7674 members 
Mstep: Class 23 contains 63290 members 
Mstep: Class 24 contains 1770 members 
Mstep: Class 25 contains 8400 members 
Mstep: Class 26 contains 64929 members 
Mstep: Class 27 contains 2904 members 
Mstep: Class 28 contains 25522 members 
Mstep: Class 29 contains 82663 members 
Mstep: Class 30 contains 4015 members 
Mstep: Class 31 contains 1070 members 
Mstep: Class 32 contains 4878 members 
Mstep: Class 33 contains 15335 members 
Mstep: Class 34 contains 927 members 
Mstep: Class 35 contains 1672 members 
Mstep: Class 36 contains 3141 members 
Mstep: Class 37 contains 3768 members 
Entering Unmasked Estep 
Score: -84444016.000000 Penalty: 82809.843750
Splitting cluster 24 changes total score from -84438632.000000 to -84444016.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 25 (8400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Entering Unmasked Estep 
Score: -702713.812500 Penalty: 1468.347900
	Iteration 0F: 2 clusters Score -702713.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -696583.562500 Penalty: 2936.695801
	Iteration 0F: 3 clusters Score -696583.6 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -698579.500000 Penalty: 2936.695801
	Iteration 1F: 3 clusters Score -698579.5 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -698995.937500 Penalty: 2936.695801
	Iteration 2F: 3 clusters Score -698995.9 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -699426.750000 Penalty: 2936.695801
	Iteration 3F: 3 clusters Score -699426.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -699795.187500 Penalty: 2936.695801
	Iteration 4F: 3 clusters Score -699795.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -700084.187500 Penalty: 2936.695801
	Iteration 5F: 3 clusters Score -700084.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -700300.937500 Penalty: 2936.695801
	Iteration 6Q: 3 clusters Score -700300.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -700462.625000 Penalty: 2936.695801
	Iteration 7Q: 3 clusters Score -700462.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -700566.562500 Penalty: 2936.695801
	Iteration 8Q: 3 clusters Score -700566.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -700637.000000 Penalty: 2936.695801
	Iteration 9Q: 3 clusters Score -700637 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -700689.687500 Penalty: 2936.695801
	Iteration 10Q: 3 clusters Score -700689.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -700728.937500 Penalty: 2936.695801
	Iteration 11Q: 3 clusters Score -700728.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -700767.750000 Penalty: 2936.695801
	Iteration 12Q: 3 clusters Score -700767.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -700798.937500 Penalty: 2936.695801
	Iteration 13Q: 3 clusters Score -700798.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -700827.625000 Penalty: 2936.695801
	Iteration 14Q: 3 clusters Score -700827.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -700852.937500 Penalty: 2936.695801
	Iteration 15Q: 3 clusters Score -700852.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -700873.375000 Penalty: 2936.695801
	Iteration 16Q: 3 clusters Score -700873.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -700890.062500 Penalty: 2936.695801
	Iteration 17Q: 3 clusters Score -700890.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -700911.000000 Penalty: 2936.695801
	Iteration 18Q: 3 clusters Score -700911 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -700930.250000 Penalty: 2936.695801
	Iteration 19Q: 3 clusters Score -700930.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -700943.625000 Penalty: 2936.695801
	Iteration 20F: 3 clusters Score -700943.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -700960.187500 Penalty: 2936.695801
	Iteration 21Q: 3 clusters Score -700960.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -700972.812500 Penalty: 2936.695801
	Iteration 22Q: 3 clusters Score -700972.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -700985.875000 Penalty: 2936.695801
	Iteration 23Q: 3 clusters Score -700985.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -700997.625000 Penalty: 2936.695801
	Iteration 24Q: 3 clusters Score -700997.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -701008.125000 Penalty: 2936.695801
	Iteration 25Q: 3 clusters Score -701008.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -701018.125000 Penalty: 2936.695801
	Iteration 26Q: 3 clusters Score -701018.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -701028.312500 Penalty: 2936.695801
	Iteration 27Q: 3 clusters Score -701028.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -701037.875000 Penalty: 2936.695801
	Iteration 28Q: 3 clusters Score -701037.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -701047.750000 Penalty: 2936.695801
	Iteration 29Q: 3 clusters Score -701047.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -701058.812500 Penalty: 2936.695801
	Iteration 30Q: 3 clusters Score -701058.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -701067.500000 Penalty: 2936.695801
	Iteration 31Q: 3 clusters Score -701067.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -701072.187500 Penalty: 2936.695801
	Iteration 32Q: 3 clusters Score -701072.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -701078.312500 Penalty: 2936.695801
	Iteration 33Q: 3 clusters Score -701078.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -701087.000000 Penalty: 2936.695801
	Iteration 34Q: 3 clusters Score -701087 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -701092.312500 Penalty: 2936.695801
	Iteration 35Q: 3 clusters Score -701092.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -701097.687500 Penalty: 2936.695801
	Iteration 36Q: 3 clusters Score -701097.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -701104.500000 Penalty: 2936.695801
	Iteration 37Q: 3 clusters Score -701104.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -701108.812500 Penalty: 2936.695801
	Iteration 38Q: 3 clusters Score -701108.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -701115.812500 Penalty: 2936.695801
	Iteration 39Q: 3 clusters Score -701115.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -701123.187500 Penalty: 2936.695801
	Iteration 40F: 3 clusters Score -701123.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -701131.937500 Penalty: 2936.695801
	Iteration 41Q: 3 clusters Score -701131.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -701139.312500 Penalty: 2936.695801
	Iteration 42Q: 3 clusters Score -701139.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -701145.937500 Penalty: 2936.695801
	Iteration 43Q: 3 clusters Score -701145.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -701154.000000 Penalty: 2936.695801
	Iteration 44Q: 3 clusters Score -701154 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -701167.062500 Penalty: 2936.695801
	Iteration 45Q: 3 clusters Score -701167.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -701181.875000 Penalty: 2936.695801
	Iteration 46Q: 3 clusters Score -701181.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -701194.750000 Penalty: 2936.695801
	Iteration 47Q: 3 clusters Score -701194.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -701204.562500 Penalty: 2936.695801
	Iteration 48Q: 3 clusters Score -701204.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -701211.437500 Penalty: 2936.695801
	Iteration 49Q: 3 clusters Score -701211.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -701219.187500 Penalty: 2936.695801
	Iteration 50Q: 3 clusters Score -701219.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -701225.187500 Penalty: 2936.695801
	Iteration 51Q: 3 clusters Score -701225.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -701232.250000 Penalty: 2936.695801
	Iteration 52Q: 3 clusters Score -701232.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -701239.937500 Penalty: 2936.695801
	Iteration 53Q: 3 clusters Score -701239.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -701246.687500 Penalty: 2936.695801
	Iteration 54Q: 3 clusters Score -701246.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -701256.312500 Penalty: 2936.695801
	Iteration 55Q: 3 clusters Score -701256.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -701268.062500 Penalty: 2936.695801
	Iteration 56Q: 3 clusters Score -701268.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -701280.125000 Penalty: 2936.695801
	Iteration 57Q: 3 clusters Score -701280.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -701293.062500 Penalty: 2936.695801
	Iteration 58Q: 3 clusters Score -701293.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -701303.125000 Penalty: 2936.695801
	Iteration 59Q: 3 clusters Score -701303.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -701309.250000 Penalty: 2936.695801
	Iteration 60F: 3 clusters Score -701309.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -701315.500000 Penalty: 2936.695801
	Iteration 61Q: 3 clusters Score -701315.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -701323.437500 Penalty: 2936.695801
	Iteration 62Q: 3 clusters Score -701323.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -701326.312500 Penalty: 2936.695801
	Iteration 63Q: 3 clusters Score -701326.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -701332.750000 Penalty: 2936.695801
	Iteration 64Q: 3 clusters Score -701332.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -701334.500000 Penalty: 2936.695801
	Iteration 65Q: 3 clusters Score -701334.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -701336.875000 Penalty: 2936.695801
	Iteration 66Q: 3 clusters Score -701336.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -701339.687500 Penalty: 2936.695801
	Iteration 67Q: 3 clusters Score -701339.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -701339.500000 Penalty: 2936.695801
	Iteration 68Q: 3 clusters Score -701339.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -701340.750000 Penalty: 2936.695801
	Iteration 69Q: 3 clusters Score -701340.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -701340.750000 Penalty: 2936.695801
	Iteration 70Q: 3 clusters Score -701340.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -701344.437500 Penalty: 2936.695801
	Iteration 71Q: 3 clusters Score -701344.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -701345.500000 Penalty: 2936.695801
	Iteration 72Q: 3 clusters Score -701345.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -701345.437500 Penalty: 2936.695801
	Iteration 73Q: 3 clusters Score -701345.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -701347.562500 Penalty: 2936.695801
	Iteration 74Q: 3 clusters Score -701347.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -701346.062500 Penalty: 2936.695801
	Iteration 75Q: 3 clusters Score -701346.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -701347.437500 Penalty: 2936.695801
	Iteration 76Q: 3 clusters Score -701347.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -701349.250000 Penalty: 2936.695801
	Iteration 77Q: 3 clusters Score -701349.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -701351.375000 Penalty: 2936.695801
	Iteration 78Q: 3 clusters Score -701351.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -701353.437500 Penalty: 2936.695801
	Iteration 79Q: 3 clusters Score -701353.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -701353.437500 Penalty: 2936.695801
	Iteration 80F: 3 clusters Score -701353.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -701354.187500 Penalty: 2936.695801
	Iteration 81Q: 3 clusters Score -701354.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -701354.875000 Penalty: 2936.695801
	Iteration 82Q: 3 clusters Score -701354.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -701354.937500 Penalty: 2936.695801
	Iteration 83Q: 3 clusters Score -701354.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -701353.812500 Penalty: 2936.695801
	Iteration 84Q: 3 clusters Score -701353.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -701354.562500 Penalty: 2936.695801
	Iteration 85Q: 3 clusters Score -701354.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -701355.250000 Penalty: 2936.695801
	Iteration 86Q: 3 clusters Score -701355.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -701356.875000 Penalty: 2936.695801
	Iteration 87Q: 3 clusters Score -701356.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -701356.000000 Penalty: 2936.695801
	Iteration 88Q: 3 clusters Score -701356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -701356.500000 Penalty: 2936.695801
	Iteration 89Q: 3 clusters Score -701356.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -701356.750000 Penalty: 2936.695801
	Iteration 90Q: 3 clusters Score -701356.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -701357.687500 Penalty: 2936.695801
	Iteration 91Q: 3 clusters Score -701357.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -701356.750000 Penalty: 2936.695801
	Iteration 92Q: 3 clusters Score -701356.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -701357.125000 Penalty: 2936.695801
	Iteration 93Q: 3 clusters Score -701357.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -701356.437500 Penalty: 2936.695801
	Iteration 94Q: 3 clusters Score -701356.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -701356.437500 Penalty: 2936.695801
	Iteration 95F: 3 clusters Score -701356.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (64929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64929 members 
Entering Unmasked Estep 
Score: -6005704.500000 Penalty: 1800.670654
	Iteration 0F: 2 clusters Score -6005704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -5961899.500000 Penalty: 3601.341309
	Iteration 0F: 3 clusters Score -5961900 nChanged 31007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -5980153.500000 Penalty: 3601.341309
	Iteration 1F: 3 clusters Score -5980154 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -5981468.500000 Penalty: 3601.341309
	Iteration 2Q: 3 clusters Score -5981468 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -5983602.500000 Penalty: 3601.341309
	Iteration 3F: 3 clusters Score -5983602 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -5986290.000000 Penalty: 3601.341309
	Iteration 4F: 3 clusters Score -5986290 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -5989096.000000 Penalty: 3601.341309
	Iteration 5F: 3 clusters Score -5989096 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 48360 members 
Entering Unmasked Estep 
Score: -5991875.000000 Penalty: 3601.341309
	Iteration 6F: 3 clusters Score -5991875 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 51669 members 
Entering Unmasked Estep 
Score: -5994445.500000 Penalty: 3601.341309
	Iteration 7F: 3 clusters Score -5994446 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 54751 members 
Entering Unmasked Estep 
Score: -5996857.000000 Penalty: 3601.341309
	Iteration 8F: 3 clusters Score -5996857 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 57519 members 
Entering Unmasked Estep 
Score: -5999019.000000 Penalty: 3601.341309
	Iteration 9Q: 3 clusters Score -5999019 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 59667 members 
Entering Unmasked Estep 
Score: -6000663.500000 Penalty: 3601.341309
	Iteration 10Q: 3 clusters Score -6000664 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 61222 members 
Entering Unmasked Estep 
Score: -6001855.000000 Penalty: 3601.341309
	Iteration 11Q: 3 clusters Score -6001855 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 62247 members 
Entering Unmasked Estep 
Score: -6002649.000000 Penalty: 3601.341309
	Iteration 12Q: 3 clusters Score -6002649 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 62937 members 
Entering Unmasked Estep 
Score: -6003133.500000 Penalty: 3601.341309
	Iteration 13Q: 3 clusters Score -6003134 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 63382 members 
Entering Unmasked Estep 
Score: -6003454.500000 Penalty: 3601.341309
	Iteration 14Q: 3 clusters Score -6003454 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 63670 members 
Entering Unmasked Estep 
Score: -6003664.500000 Penalty: 3601.341309
	Iteration 15Q: 3 clusters Score -6003664 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 63876 members 
Entering Unmasked Estep 
Score: -6003819.500000 Penalty: 3601.341309
	Iteration 16Q: 3 clusters Score -6003820 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 64058 members 
Entering Unmasked Estep 
Score: -6003944.500000 Penalty: 3601.341309
	Iteration 17Q: 3 clusters Score -6003944 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 64167 members 
Entering Unmasked Estep 
Score: -6004023.500000 Penalty: 3601.341309
	Iteration 18Q: 3 clusters Score -6004024 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 64235 members 
Entering Unmasked Estep 
Score: -6004077.000000 Penalty: 3601.341309
	Iteration 19Q: 3 clusters Score -6004077 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 64277 members 
Entering Unmasked Estep 
Score: -6004090.500000 Penalty: 3601.341309
	Iteration 20F: 3 clusters Score -6004090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 64303 members 
Entering Unmasked Estep 
Score: -6004115.500000 Penalty: 3601.341309
	Iteration 21Q: 3 clusters Score -6004116 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 64324 members 
Entering Unmasked Estep 
Score: -6004126.000000 Penalty: 3601.341309
	Iteration 22Q: 3 clusters Score -6004126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 64341 members 
Entering Unmasked Estep 
Score: -6004129.000000 Penalty: 3601.341309
	Iteration 23Q: 3 clusters Score -6004129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 64351 members 
Entering Unmasked Estep 
Score: -6004135.000000 Penalty: 3601.341309
	Iteration 24Q: 3 clusters Score -6004135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 64359 members 
Entering Unmasked Estep 
Score: -6004143.000000 Penalty: 3601.341309
	Iteration 25Q: 3 clusters Score -6004143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 64371 members 
Entering Unmasked Estep 
Score: -6004152.000000 Penalty: 3601.341309
	Iteration 26Q: 3 clusters Score -6004152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 64384 members 
Entering Unmasked Estep 
Score: -6004158.500000 Penalty: 3601.341309
	Iteration 27Q: 3 clusters Score -6004158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 64391 members 
Entering Unmasked Estep 
Score: -6004170.500000 Penalty: 3601.341309
	Iteration 28Q: 3 clusters Score -6004170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 64395 members 
Entering Unmasked Estep 
Score: -6004167.000000 Penalty: 3601.341309
	Iteration 29Q: 3 clusters Score -6004167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 64402 members 
Entering Unmasked Estep 
Score: -6004174.500000 Penalty: 3601.341309
	Iteration 30Q: 3 clusters Score -6004174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 64406 members 
Entering Unmasked Estep 
Score: -6004173.000000 Penalty: 3601.341309
	Iteration 31Q: 3 clusters Score -6004173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 64411 members 
Entering Unmasked Estep 
Score: -6004170.000000 Penalty: 3601.341309
	Iteration 32Q: 3 clusters Score -6004170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 64413 members 
Entering Unmasked Estep 
Score: -6004176.000000 Penalty: 3601.341309
	Iteration 33Q: 3 clusters Score -6004176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 64416 members 
Entering Unmasked Estep 
Score: -6004180.000000 Penalty: 3601.341309
	Iteration 34Q: 3 clusters Score -6004180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 64419 members 
Entering Unmasked Estep 
Score: -6004179.000000 Penalty: 3601.341309
	Iteration 35Q: 3 clusters Score -6004179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 64419 members 
Entering Unmasked Estep 
Score: -6004184.000000 Penalty: 3601.341309
	Iteration 36Q: 3 clusters Score -6004184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 64422 members 
Entering Unmasked Estep 
Score: -6004186.500000 Penalty: 3601.341309
	Iteration 37Q: 3 clusters Score -6004186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 64426 members 
Entering Unmasked Estep 
Score: -6004190.000000 Penalty: 3601.341309
	Iteration 38Q: 3 clusters Score -6004190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 64430 members 
Entering Unmasked Estep 
Score: -6004196.500000 Penalty: 3601.341309
	Iteration 39Q: 3 clusters Score -6004196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 64432 members 
Entering Unmasked Estep 
Score: -6004192.000000 Penalty: 3601.341309
	Iteration 40F: 3 clusters Score -6004192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 64435 members 
Entering Unmasked Estep 
Score: -6004197.000000 Penalty: 3601.341309
	Iteration 41Q: 3 clusters Score -6004197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 64436 members 
Entering Unmasked Estep 
Score: -6004196.500000 Penalty: 3601.341309
	Iteration 42Q: 3 clusters Score -6004196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 64437 members 
Entering Unmasked Estep 
Score: -6004197.500000 Penalty: 3601.341309
	Iteration 43Q: 3 clusters Score -6004198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 64435 members 
Entering Unmasked Estep 
Score: -6004200.500000 Penalty: 3601.341309
	Iteration 44Q: 3 clusters Score -6004200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 64435 members 
Entering Unmasked Estep 
Score: -6004195.500000 Penalty: 3601.341309
	Iteration 45Q: 3 clusters Score -6004196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 64435 members 
Entering Unmasked Estep 
Score: -6004195.500000 Penalty: 3601.341309
	Iteration 46F: 3 clusters Score -6004196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Entering Unmasked Estep 
Score: -198506.234375 Penalty: 1295.749756
	Iteration 0F: 2 clusters Score -198506.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -195943.437500 Penalty: 2591.499512
	Iteration 0F: 3 clusters Score -195943.4 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -197134.953125 Penalty: 2591.499512
	Iteration 1F: 3 clusters Score -197135 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -197819.906250 Penalty: 2591.499512
	Iteration 2F: 3 clusters Score -197819.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -198501.093750 Penalty: 2591.499512
	Iteration 3F: 3 clusters Score -198501.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -198955.546875 Penalty: 2591.499512
	Iteration 4F: 3 clusters Score -198955.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -199194.625000 Penalty: 2591.499512
	Iteration 5F: 3 clusters Score -199194.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -199373.109375 Penalty: 2591.499512
	Iteration 6Q: 3 clusters Score -199373.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -199498.593750 Penalty: 2591.499512
	Iteration 7Q: 3 clusters Score -199498.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -199552.828125 Penalty: 2591.499512
	Iteration 8Q: 3 clusters Score -199552.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -199570.687500 Penalty: 2591.499512
	Iteration 9Q: 3 clusters Score -199570.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -199575.953125 Penalty: 2591.499512
	Iteration 10Q: 3 clusters Score -199576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -199579.281250 Penalty: 2591.499512
	Iteration 11Q: 3 clusters Score -199579.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -199579.796875 Penalty: 2591.499512
	Iteration 12Q: 3 clusters Score -199579.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -199579.796875 Penalty: 2591.499512
	Iteration 13F: 3 clusters Score -199579.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 69969 members 
Mstep: Class 2 contains 4554 members 
Mstep: Class 3 contains 51420 members 
Mstep: Class 4 contains 11021 members 
Mstep: Class 5 contains 10484 members 
Mstep: Class 6 contains 1782 members 
Mstep: Class 7 contains 19881 members 
Mstep: Class 8 contains 1812 members 
Mstep: Class 9 contains 13792 members 
Mstep: Class 10 contains 68434 members 
Mstep: Class 11 contains 22686 members 
Mstep: Class 12 contains 5319 members 
Mstep: Class 13 contains 126083 members 
Mstep: Class 14 contains 121860 members 
Mstep: Class 15 contains 61134 members 
Mstep: Class 16 contains 18454 members 
Mstep: Class 17 contains 993 members 
Mstep: Class 18 contains 40973 members 
Mstep: Class 19 contains 7230 members 
Mstep: Class 20 contains 1159 members 
Mstep: Class 21 contains 7324 members 
Mstep: Class 22 contains 7674 members 
Mstep: Class 23 contains 63290 members 
Mstep: Class 24 contains 1770 members 
Mstep: Class 25 contains 8400 members 
Mstep: Class 26 contains 64929 members 
Mstep: Class 27 contains 1690 members 
Mstep: Class 28 contains 25522 members 
Mstep: Class 29 contains 82663 members 
Mstep: Class 30 contains 4015 members 
Mstep: Class 31 contains 1070 members 
Mstep: Class 32 contains 4878 members 
Mstep: Class 33 contains 15335 members 
Mstep: Class 34 contains 927 members 
Mstep: Class 35 contains 1672 members 
Mstep: Class 36 contains 3141 members 
Mstep: Class 37 contains 3768 members 
Mstep: Class 38 contains 1214 members 
Entering Unmasked Estep 
Score: -84444056.000000 Penalty: 85047.945312
Splitting cluster 27 changes total score from -84438632.000000 to -84444056.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 28 (25522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Entering Unmasked Estep 
Score: -2307554.750000 Penalty: 1648.935547
	Iteration 0F: 2 clusters Score -2307555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2290257.500000 Penalty: 3297.871094
	Iteration 0F: 3 clusters Score -2290258 nChanged 11699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2297102.250000 Penalty: 3297.871094
	Iteration 1F: 3 clusters Score -2297102 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2297874.250000 Penalty: 3297.871094
	Iteration 2F: 3 clusters Score -2297874 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2298850.500000 Penalty: 3297.871094
	Iteration 3F: 3 clusters Score -2298850 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2299946.000000 Penalty: 3297.871094
	Iteration 4F: 3 clusters Score -2299946 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2301144.250000 Penalty: 3297.871094
	Iteration 5F: 3 clusters Score -2301144 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2302370.250000 Penalty: 3297.871094
	Iteration 6F: 3 clusters Score -2302370 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -2303426.250000 Penalty: 3297.871094
	Iteration 7F: 3 clusters Score -2303426 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -2304225.250000 Penalty: 3297.871094
	Iteration 8Q: 3 clusters Score -2304225 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2304714.500000 Penalty: 3297.871094
	Iteration 9Q: 3 clusters Score -2304714 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -2304924.000000 Penalty: 3297.871094
	Iteration 10Q: 3 clusters Score -2304924 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -2305060.500000 Penalty: 3297.871094
	Iteration 11Q: 3 clusters Score -2305060 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2305141.000000 Penalty: 3297.871094
	Iteration 12Q: 3 clusters Score -2305141 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -2305211.250000 Penalty: 3297.871094
	Iteration 13Q: 3 clusters Score -2305211 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -2305273.250000 Penalty: 3297.871094
	Iteration 14Q: 3 clusters Score -2305273 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -2305315.750000 Penalty: 3297.871094
	Iteration 15Q: 3 clusters Score -2305316 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2305340.500000 Penalty: 3297.871094
	Iteration 16Q: 3 clusters Score -2305340 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2305376.750000 Penalty: 3297.871094
	Iteration 17Q: 3 clusters Score -2305377 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2305405.000000 Penalty: 3297.871094
	Iteration 18Q: 3 clusters Score -2305405 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -2305422.750000 Penalty: 3297.871094
	Iteration 19Q: 3 clusters Score -2305423 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -2305453.250000 Penalty: 3297.871094
	Iteration 20F: 3 clusters Score -2305453 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -2305467.250000 Penalty: 3297.871094
	Iteration 21Q: 3 clusters Score -2305467 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -2305490.250000 Penalty: 3297.871094
	Iteration 22Q: 3 clusters Score -2305490 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -2305519.500000 Penalty: 3297.871094
	Iteration 23Q: 3 clusters Score -2305520 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -2305548.250000 Penalty: 3297.871094
	Iteration 24Q: 3 clusters Score -2305548 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -2305566.250000 Penalty: 3297.871094
	Iteration 25Q: 3 clusters Score -2305566 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2305617.000000 Penalty: 3297.871094
	Iteration 26Q: 3 clusters Score -2305617 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2305662.000000 Penalty: 3297.871094
	Iteration 27Q: 3 clusters Score -2305662 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2305704.000000 Penalty: 3297.871094
	Iteration 28Q: 3 clusters Score -2305704 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -2305766.750000 Penalty: 3297.871094
	Iteration 29Q: 3 clusters Score -2305767 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -2305798.500000 Penalty: 3297.871094
	Iteration 30Q: 3 clusters Score -2305798 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2305830.750000 Penalty: 3297.871094
	Iteration 31Q: 3 clusters Score -2305831 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -2305865.500000 Penalty: 3297.871094
	Iteration 32Q: 3 clusters Score -2305866 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2305895.750000 Penalty: 3297.871094
	Iteration 33Q: 3 clusters Score -2305896 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -2305927.250000 Penalty: 3297.871094
	Iteration 34Q: 3 clusters Score -2305927 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -2305961.750000 Penalty: 3297.871094
	Iteration 35Q: 3 clusters Score -2305962 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -2305993.500000 Penalty: 3297.871094
	Iteration 36Q: 3 clusters Score -2305994 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -2306013.500000 Penalty: 3297.871094
	Iteration 37Q: 3 clusters Score -2306014 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2306029.500000 Penalty: 3297.871094
	Iteration 38Q: 3 clusters Score -2306030 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -2306039.250000 Penalty: 3297.871094
	Iteration 39Q: 3 clusters Score -2306039 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -2306055.750000 Penalty: 3297.871094
	Iteration 40F: 3 clusters Score -2306056 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2306074.500000 Penalty: 3297.871094
	Iteration 41Q: 3 clusters Score -2306074 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2306079.500000 Penalty: 3297.871094
	Iteration 42Q: 3 clusters Score -2306080 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2306085.250000 Penalty: 3297.871094
	Iteration 43Q: 3 clusters Score -2306085 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2306097.000000 Penalty: 3297.871094
	Iteration 44Q: 3 clusters Score -2306097 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2306098.250000 Penalty: 3297.871094
	Iteration 45Q: 3 clusters Score -2306098 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2306100.500000 Penalty: 3297.871094
	Iteration 46Q: 3 clusters Score -2306100 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2306109.250000 Penalty: 3297.871094
	Iteration 47Q: 3 clusters Score -2306109 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -2306111.750000 Penalty: 3297.871094
	Iteration 48Q: 3 clusters Score -2306112 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2306122.250000 Penalty: 3297.871094
	Iteration 49Q: 3 clusters Score -2306122 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -2306129.250000 Penalty: 3297.871094
	Iteration 50Q: 3 clusters Score -2306129 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -2306132.500000 Penalty: 3297.871094
	Iteration 51Q: 3 clusters Score -2306132 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -2306136.750000 Penalty: 3297.871094
	Iteration 52Q: 3 clusters Score -2306137 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2306135.250000 Penalty: 3297.871094
	Iteration 53Q: 3 clusters Score -2306135 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2306140.750000 Penalty: 3297.871094
	Iteration 54Q: 3 clusters Score -2306141 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -2306146.250000 Penalty: 3297.871094
	Iteration 55Q: 3 clusters Score -2306146 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -2306157.000000 Penalty: 3297.871094
	Iteration 56Q: 3 clusters Score -2306157 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -2306162.500000 Penalty: 3297.871094
	Iteration 57Q: 3 clusters Score -2306162 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2306155.250000 Penalty: 3297.871094
	Iteration 58Q: 3 clusters Score -2306155 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2306157.000000 Penalty: 3297.871094
	Iteration 59Q: 3 clusters Score -2306157 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2306162.750000 Penalty: 3297.871094
	Iteration 60F: 3 clusters Score -2306163 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2306166.500000 Penalty: 3297.871094
	Iteration 61Q: 3 clusters Score -2306166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -2306177.750000 Penalty: 3297.871094
	Iteration 62Q: 3 clusters Score -2306178 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2306177.250000 Penalty: 3297.871094
	Iteration 63Q: 3 clusters Score -2306177 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2306182.000000 Penalty: 3297.871094
	Iteration 64Q: 3 clusters Score -2306182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -2306183.250000 Penalty: 3297.871094
	Iteration 65Q: 3 clusters Score -2306183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2306184.000000 Penalty: 3297.871094
	Iteration 66Q: 3 clusters Score -2306184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2306187.750000 Penalty: 3297.871094
	Iteration 67Q: 3 clusters Score -2306188 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -2306193.250000 Penalty: 3297.871094
	Iteration 68Q: 3 clusters Score -2306193 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -2306193.250000 Penalty: 3297.871094
	Iteration 69Q: 3 clusters Score -2306193 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2306202.750000 Penalty: 3297.871094
	Iteration 70Q: 3 clusters Score -2306203 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -2306207.250000 Penalty: 3297.871094
	Iteration 71Q: 3 clusters Score -2306207 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -2306212.750000 Penalty: 3297.871094
	Iteration 72Q: 3 clusters Score -2306213 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -2306205.250000 Penalty: 3297.871094
	Iteration 73Q: 3 clusters Score -2306205 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2306216.000000 Penalty: 3297.871094
	Iteration 74Q: 3 clusters Score -2306216 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -2306213.000000 Penalty: 3297.871094
	Iteration 75Q: 3 clusters Score -2306213 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2306219.250000 Penalty: 3297.871094
	Iteration 76Q: 3 clusters Score -2306219 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2306217.250000 Penalty: 3297.871094
	Iteration 77Q: 3 clusters Score -2306217 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2306226.000000 Penalty: 3297.871094
	Iteration 78Q: 3 clusters Score -2306226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2306218.500000 Penalty: 3297.871094
	Iteration 79Q: 3 clusters Score -2306218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2306222.250000 Penalty: 3297.871094
	Iteration 80F: 3 clusters Score -2306222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2306226.750000 Penalty: 3297.871094
	Iteration 81Q: 3 clusters Score -2306227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2306226.250000 Penalty: 3297.871094
	Iteration 82Q: 3 clusters Score -2306226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2306233.750000 Penalty: 3297.871094
	Iteration 83Q: 3 clusters Score -2306234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2306234.500000 Penalty: 3297.871094
	Iteration 84Q: 3 clusters Score -2306234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2306240.750000 Penalty: 3297.871094
	Iteration 85Q: 3 clusters Score -2306241 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2306240.250000 Penalty: 3297.871094
	Iteration 86Q: 3 clusters Score -2306240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2306251.500000 Penalty: 3297.871094
	Iteration 87Q: 3 clusters Score -2306252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2306257.500000 Penalty: 3297.871094
	Iteration 88Q: 3 clusters Score -2306258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2306259.750000 Penalty: 3297.871094
	Iteration 89Q: 3 clusters Score -2306260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2306261.750000 Penalty: 3297.871094
	Iteration 90Q: 3 clusters Score -2306262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2306269.000000 Penalty: 3297.871094
	Iteration 91Q: 3 clusters Score -2306269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2306268.500000 Penalty: 3297.871094
	Iteration 92Q: 3 clusters Score -2306268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2306273.500000 Penalty: 3297.871094
	Iteration 93Q: 3 clusters Score -2306274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2306279.250000 Penalty: 3297.871094
	Iteration 94Q: 3 clusters Score -2306279 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2306284.500000 Penalty: 3297.871094
	Iteration 95Q: 3 clusters Score -2306284 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2306288.250000 Penalty: 3297.871094
	Iteration 96Q: 3 clusters Score -2306288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2306291.250000 Penalty: 3297.871094
	Iteration 97Q: 3 clusters Score -2306291 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2306296.000000 Penalty: 3297.871094
	Iteration 98Q: 3 clusters Score -2306296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2306302.250000 Penalty: 3297.871094
	Iteration 99Q: 3 clusters Score -2306302 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2306306.250000 Penalty: 3297.871094
	Iteration 100F: 3 clusters Score -2306306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2306313.500000 Penalty: 3297.871094
	Iteration 101Q: 3 clusters Score -2306314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2306313.250000 Penalty: 3297.871094
	Iteration 102Q: 3 clusters Score -2306313 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2306313.250000 Penalty: 3297.871094
	Iteration 103Q: 3 clusters Score -2306313 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2306313.000000 Penalty: 3297.871094
	Iteration 104Q: 3 clusters Score -2306313 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2306314.000000 Penalty: 3297.871094
	Iteration 105Q: 3 clusters Score -2306314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2306317.250000 Penalty: 3297.871094
	Iteration 106Q: 3 clusters Score -2306317 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2306324.750000 Penalty: 3297.871094
	Iteration 107Q: 3 clusters Score -2306325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2306328.500000 Penalty: 3297.871094
	Iteration 108Q: 3 clusters Score -2306328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2306331.750000 Penalty: 3297.871094
	Iteration 109Q: 3 clusters Score -2306332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2306331.500000 Penalty: 3297.871094
	Iteration 110Q: 3 clusters Score -2306332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2306341.500000 Penalty: 3297.871094
	Iteration 111Q: 3 clusters Score -2306342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2306349.750000 Penalty: 3297.871094
	Iteration 112Q: 3 clusters Score -2306350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2306349.500000 Penalty: 3297.871094
	Iteration 113Q: 3 clusters Score -2306350 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2306352.750000 Penalty: 3297.871094
	Iteration 114Q: 3 clusters Score -2306353 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2306355.000000 Penalty: 3297.871094
	Iteration 115Q: 3 clusters Score -2306355 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2306361.000000 Penalty: 3297.871094
	Iteration 116Q: 3 clusters Score -2306361 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2306367.500000 Penalty: 3297.871094
	Iteration 117Q: 3 clusters Score -2306368 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2306375.750000 Penalty: 3297.871094
	Iteration 118Q: 3 clusters Score -2306376 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2306381.250000 Penalty: 3297.871094
	Iteration 119Q: 3 clusters Score -2306381 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2306387.250000 Penalty: 3297.871094
	Iteration 120F: 3 clusters Score -2306387 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2306394.000000 Penalty: 3297.871094
	Iteration 121Q: 3 clusters Score -2306394 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2306404.500000 Penalty: 3297.871094
	Iteration 122Q: 3 clusters Score -2306404 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2306401.250000 Penalty: 3297.871094
	Iteration 123Q: 3 clusters Score -2306401 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2306414.500000 Penalty: 3297.871094
	Iteration 124Q: 3 clusters Score -2306414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2306420.500000 Penalty: 3297.871094
	Iteration 125Q: 3 clusters Score -2306420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2306421.750000 Penalty: 3297.871094
	Iteration 126Q: 3 clusters Score -2306422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2306424.500000 Penalty: 3297.871094
	Iteration 127Q: 3 clusters Score -2306424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2306431.250000 Penalty: 3297.871094
	Iteration 128Q: 3 clusters Score -2306431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2306435.500000 Penalty: 3297.871094
	Iteration 129Q: 3 clusters Score -2306436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2306439.000000 Penalty: 3297.871094
	Iteration 130Q: 3 clusters Score -2306439 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2306435.250000 Penalty: 3297.871094
	Iteration 131Q: 3 clusters Score -2306435 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2306442.250000 Penalty: 3297.871094
	Iteration 132Q: 3 clusters Score -2306442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2306448.000000 Penalty: 3297.871094
	Iteration 133Q: 3 clusters Score -2306448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2306448.500000 Penalty: 3297.871094
	Iteration 134Q: 3 clusters Score -2306448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2306449.750000 Penalty: 3297.871094
	Iteration 135Q: 3 clusters Score -2306450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2306454.250000 Penalty: 3297.871094
	Iteration 136Q: 3 clusters Score -2306454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2306456.750000 Penalty: 3297.871094
	Iteration 137Q: 3 clusters Score -2306457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2306461.500000 Penalty: 3297.871094
	Iteration 138Q: 3 clusters Score -2306462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2306467.750000 Penalty: 3297.871094
	Iteration 139Q: 3 clusters Score -2306468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2306472.500000 Penalty: 3297.871094
	Iteration 140F: 3 clusters Score -2306472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2306478.750000 Penalty: 3297.871094
	Iteration 141Q: 3 clusters Score -2306479 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2306486.250000 Penalty: 3297.871094
	Iteration 142Q: 3 clusters Score -2306486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2306493.250000 Penalty: 3297.871094
	Iteration 143Q: 3 clusters Score -2306493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2306497.750000 Penalty: 3297.871094
	Iteration 144Q: 3 clusters Score -2306498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2306503.750000 Penalty: 3297.871094
	Iteration 145Q: 3 clusters Score -2306504 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2306508.250000 Penalty: 3297.871094
	Iteration 146Q: 3 clusters Score -2306508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2306513.000000 Penalty: 3297.871094
	Iteration 147Q: 3 clusters Score -2306513 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2306514.500000 Penalty: 3297.871094
	Iteration 148Q: 3 clusters Score -2306514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2306520.250000 Penalty: 3297.871094
	Iteration 149Q: 3 clusters Score -2306520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2306530.500000 Penalty: 3297.871094
	Iteration 150Q: 3 clusters Score -2306530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2306538.250000 Penalty: 3297.871094
	Iteration 151Q: 3 clusters Score -2306538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2306538.750000 Penalty: 3297.871094
	Iteration 152Q: 3 clusters Score -2306539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2306541.500000 Penalty: 3297.871094
	Iteration 153Q: 3 clusters Score -2306542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2306546.750000 Penalty: 3297.871094
	Iteration 154Q: 3 clusters Score -2306547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2306546.500000 Penalty: 3297.871094
	Iteration 155Q: 3 clusters Score -2306546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2306548.000000 Penalty: 3297.871094
	Iteration 156Q: 3 clusters Score -2306548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2306548.750000 Penalty: 3297.871094
	Iteration 157Q: 3 clusters Score -2306549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2306552.750000 Penalty: 3297.871094
	Iteration 158Q: 3 clusters Score -2306553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2306554.250000 Penalty: 3297.871094
	Iteration 159Q: 3 clusters Score -2306554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2306554.500000 Penalty: 3297.871094
	Iteration 160F: 3 clusters Score -2306554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2306555.000000 Penalty: 3297.871094
	Iteration 161Q: 3 clusters Score -2306555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2306555.500000 Penalty: 3297.871094
	Iteration 162Q: 3 clusters Score -2306556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2306553.750000 Penalty: 3297.871094
	Iteration 163Q: 3 clusters Score -2306554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2306559.000000 Penalty: 3297.871094
	Iteration 164Q: 3 clusters Score -2306559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2306557.250000 Penalty: 3297.871094
	Iteration 165Q: 3 clusters Score -2306557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2306557.500000 Penalty: 3297.871094
	Iteration 166Q: 3 clusters Score -2306558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2306557.000000 Penalty: 3297.871094
	Iteration 167Q: 3 clusters Score -2306557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2306556.000000 Penalty: 3297.871094
	Iteration 168Q: 3 clusters Score -2306556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2306559.250000 Penalty: 3297.871094
	Iteration 169Q: 3 clusters Score -2306559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2306557.500000 Penalty: 3297.871094
	Iteration 170Q: 3 clusters Score -2306558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2306557.500000 Penalty: 3297.871094
	Iteration 171F: 3 clusters Score -2306558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (82663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82663 members 
Entering Unmasked Estep 
Score: -7637881.500000 Penalty: 1839.910645
	Iteration 0F: 2 clusters Score -7637882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -7582493.000000 Penalty: 3679.821289
	Iteration 0F: 3 clusters Score -7582493 nChanged 39358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -7605760.000000 Penalty: 3679.821289
	Iteration 1F: 3 clusters Score -7605760 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -7607122.500000 Penalty: 3679.821289
	Iteration 2Q: 3 clusters Score -7607122 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -7609344.000000 Penalty: 3679.821289
	Iteration 3F: 3 clusters Score -7609344 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50797 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -7612650.500000 Penalty: 3679.821289
	Iteration 4F: 3 clusters Score -7612650 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54631 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -7617142.000000 Penalty: 3679.821289
	Iteration 5F: 3 clusters Score -7617142 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59097 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -7622026.500000 Penalty: 3679.821289
	Iteration 6F: 3 clusters Score -7622026 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63532 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -7626531.000000 Penalty: 3679.821289
	Iteration 7F: 3 clusters Score -7626531 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67196 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -7630082.500000 Penalty: 3679.821289
	Iteration 8F: 3 clusters Score -7630082 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70127 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -7632835.000000 Penalty: 3679.821289
	Iteration 9Q: 3 clusters Score -7632835 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72293 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -7634848.500000 Penalty: 3679.821289
	Iteration 10Q: 3 clusters Score -7634848 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73798 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -7636307.000000 Penalty: 3679.821289
	Iteration 11Q: 3 clusters Score -7636307 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74834 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -7637315.000000 Penalty: 3679.821289
	Iteration 12Q: 3 clusters Score -7637315 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75563 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -7637964.000000 Penalty: 3679.821289
	Iteration 13Q: 3 clusters Score -7637964 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76031 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -7638331.500000 Penalty: 3679.821289
	Iteration 14Q: 3 clusters Score -7638332 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76316 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -7638429.500000 Penalty: 3679.821289
	Iteration 15Q: 3 clusters Score -7638430 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76508 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -7638480.500000 Penalty: 3679.821289
	Iteration 16Q: 3 clusters Score -7638480 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76666 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -7638516.000000 Penalty: 3679.821289
	Iteration 17Q: 3 clusters Score -7638516 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76784 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -7638520.000000 Penalty: 3679.821289
	Iteration 18Q: 3 clusters Score -7638520 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76869 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -7638528.000000 Penalty: 3679.821289
	Iteration 19Q: 3 clusters Score -7638528 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76934 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -7638523.500000 Penalty: 3679.821289
	Iteration 20F: 3 clusters Score -7638524 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77001 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -7638536.500000 Penalty: 3679.821289
	Iteration 21Q: 3 clusters Score -7638536 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77060 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -7638544.500000 Penalty: 3679.821289
	Iteration 22Q: 3 clusters Score -7638544 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77099 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -7638531.500000 Penalty: 3679.821289
	Iteration 23Q: 3 clusters Score -7638532 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77133 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -7638533.500000 Penalty: 3679.821289
	Iteration 24Q: 3 clusters Score -7638534 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77164 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -7638547.500000 Penalty: 3679.821289
	Iteration 25Q: 3 clusters Score -7638548 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77190 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -7638545.500000 Penalty: 3679.821289
	Iteration 26Q: 3 clusters Score -7638546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77203 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -7638555.000000 Penalty: 3679.821289
	Iteration 27Q: 3 clusters Score -7638555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77210 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -7638556.500000 Penalty: 3679.821289
	Iteration 28Q: 3 clusters Score -7638556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77217 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -7638550.500000 Penalty: 3679.821289
	Iteration 29Q: 3 clusters Score -7638550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77219 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -7638541.000000 Penalty: 3679.821289
	Iteration 30Q: 3 clusters Score -7638541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77221 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -7638543.500000 Penalty: 3679.821289
	Iteration 31Q: 3 clusters Score -7638544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77224 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -7638539.000000 Penalty: 3679.821289
	Iteration 32Q: 3 clusters Score -7638539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77227 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -7638541.500000 Penalty: 3679.821289
	Iteration 33Q: 3 clusters Score -7638542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77228 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -7638540.000000 Penalty: 3679.821289
	Iteration 34Q: 3 clusters Score -7638540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77230 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -7638539.000000 Penalty: 3679.821289
	Iteration 35Q: 3 clusters Score -7638539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77232 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -7638541.500000 Penalty: 3679.821289
	Iteration 36Q: 3 clusters Score -7638542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77234 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -7638543.500000 Penalty: 3679.821289
	Iteration 37Q: 3 clusters Score -7638544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77236 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -7638550.000000 Penalty: 3679.821289
	Iteration 38Q: 3 clusters Score -7638550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77238 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -7638552.500000 Penalty: 3679.821289
	Iteration 39Q: 3 clusters Score -7638552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77242 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -7638546.000000 Penalty: 3679.821289
	Iteration 40F: 3 clusters Score -7638546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77244 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -7638543.000000 Penalty: 3679.821289
	Iteration 41Q: 3 clusters Score -7638543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77247 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -7638538.000000 Penalty: 3679.821289
	Iteration 42Q: 3 clusters Score -7638538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77252 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -7638539.500000 Penalty: 3679.821289
	Iteration 43Q: 3 clusters Score -7638540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77255 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -7638534.000000 Penalty: 3679.821289
	Iteration 44Q: 3 clusters Score -7638534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77256 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -7638532.500000 Penalty: 3679.821289
	Iteration 45Q: 3 clusters Score -7638532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77259 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -7638534.500000 Penalty: 3679.821289
	Iteration 46Q: 3 clusters Score -7638534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77259 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -7638534.500000 Penalty: 3679.821289
	Iteration 47F: 3 clusters Score -7638534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 69969 members 
Mstep: Class 2 contains 4554 members 
Mstep: Class 3 contains 51420 members 
Mstep: Class 4 contains 11021 members 
Mstep: Class 5 contains 10484 members 
Mstep: Class 6 contains 1782 members 
Mstep: Class 7 contains 19881 members 
Mstep: Class 8 contains 1812 members 
Mstep: Class 9 contains 13792 members 
Mstep: Class 10 contains 68434 members 
Mstep: Class 11 contains 22686 members 
Mstep: Class 12 contains 5319 members 
Mstep: Class 13 contains 126083 members 
Mstep: Class 14 contains 121860 members 
Mstep: Class 15 contains 61134 members 
Mstep: Class 16 contains 18454 members 
Mstep: Class 17 contains 993 members 
Mstep: Class 18 contains 40973 members 
Mstep: Class 19 contains 7230 members 
Mstep: Class 20 contains 1159 members 
Mstep: Class 21 contains 7324 members 
Mstep: Class 22 contains 7674 members 
Mstep: Class 23 contains 63290 members 
Mstep: Class 24 contains 1770 members 
Mstep: Class 25 contains 8400 members 
Mstep: Class 26 contains 64929 members 
Mstep: Class 27 contains 1690 members 
Mstep: Class 28 contains 25522 members 
Mstep: Class 29 contains 77259 members 
Mstep: Class 30 contains 4015 members 
Mstep: Class 31 contains 1070 members 
Mstep: Class 32 contains 4878 members 
Mstep: Class 33 contains 15335 members 
Mstep: Class 34 contains 927 members 
Mstep: Class 35 contains 1672 members 
Mstep: Class 36 contains 3141 members 
Mstep: Class 37 contains 3768 members 
Mstep: Class 38 contains 1214 members 
Mstep: Class 39 contains 5404 members 
Entering Unmasked Estep 
Score: -84444472.000000 Penalty: 87286.046875
Splitting cluster 29 changes total score from -84438632.000000 to -84444472.000000
So it's getting split into cluster 39.
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 69969 members 
Mstep: Class 2 contains 4554 members 
Mstep: Class 3 contains 51420 members 
Mstep: Class 4 contains 11021 members 
Mstep: Class 5 contains 10484 members 
Mstep: Class 6 contains 1782 members 
Mstep: Class 7 contains 19881 members 
Mstep: Class 8 contains 1812 members 
Mstep: Class 9 contains 13792 members 
Mstep: Class 10 contains 68434 members 
Mstep: Class 11 contains 22686 members 
Mstep: Class 12 contains 5319 members 
Mstep: Class 13 contains 126083 members 
Mstep: Class 14 contains 121860 members 
Mstep: Class 15 contains 61134 members 
Mstep: Class 16 contains 18454 members 
Mstep: Class 17 contains 993 members 
Mstep: Class 18 contains 40973 members 
Mstep: Class 19 contains 7230 members 
Mstep: Class 20 contains 1159 members 
Mstep: Class 21 contains 7324 members 
Mstep: Class 22 contains 7674 members 
Mstep: Class 23 contains 63290 members 
Mstep: Class 24 contains 1770 members 
Mstep: Class 25 contains 8400 members 
Mstep: Class 26 contains 64929 members 
Mstep: Class 27 contains 1690 members 
Mstep: Class 28 contains 25522 members 
Mstep: Class 29 contains 77259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449384.000000 Penalty: 87286.046875
Iteration 79Q: 40 clusters Score -8.444938e+07 nChanged 10287
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 70197 members 
Mstep: Class 2 contains 4517 members 
Mstep: Class 3 contains 51414 members 
Mstep: Class 4 contains 11156 members 
Mstep: Class 5 contains 10474 members 
Mstep: Class 6 contains 1977 members 
Mstep: Class 7 contains 19980 members 
Mstep: Class 8 contains 1954 members 
Mstep: Class 9 contains 13977 members 
Mstep: Class 10 contains 69098 members 
Mstep: Class 11 contains 23301 members 
Mstep: Class 12 contains 5382 members 
Mstep: Class 13 contains 125952 members 
Mstep: Class 14 contains 121682 members 
Mstep: Class 15 contains 60721 members 
Mstep: Class 16 contains 18475 members 
Mstep: Class 17 contains 1032 members 
Mstep: Class 18 contains 41023 members 
Mstep: Class 19 contains 7231 members 
Mstep: Class 20 contains 1142 members 
Mstep: Class 21 contains 7349 members 
Mstep: Class 22 contains 8032 members 
Mstep: Class 23 contains 63393 members 
Mstep: Class 24 contains 1830 members 
Mstep: Class 25 contains 8445 members 
Mstep: Class 26 contains 65195 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 25056 members 
Mstep: Class 29 contains 77014 members 
Mstep: Class 30 contains 3743 members 
Mstep: Class 31 contains 1076 members 
Mstep: Class 32 contains 4848 members 
Mstep: Class 33 contains 14286 members 
Mstep: Class 34 contains 912 members 
Mstep: Class 35 contains 1613 members 
Mstep: Class 36 contains 3068 members 
Mstep: Class 37 contains 3584 members 
Mstep: Class 38 contains 1119 members 
Mstep: Class 39 contains 5238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84454440.000000 Penalty: 87286.046875
Iteration 80F: 40 clusters Score -8.445444e+07 nChanged 8214
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 69730 members 
Mstep: Class 2 contains 4470 members 
Mstep: Class 3 contains 51396 members 
Mstep: Class 4 contains 11094 members 
Mstep: Class 5 contains 10452 members 
Mstep: Class 6 contains 1985 members 
Mstep: Class 7 contains 20519 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14067 members 
Mstep: Class 10 contains 69427 members 
Mstep: Class 11 contains 23569 members 
Mstep: Class 12 contains 5416 members 
Mstep: Class 13 contains 125838 members 
Mstep: Class 14 contains 121178 members 
Mstep: Class 15 contains 60382 members 
Mstep: Class 16 contains 18442 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 41023 members 
Mstep: Class 19 contains 7254 members 
Mstep: Class 20 contains 1122 members 
Mstep: Class 21 contains 7361 members 
Mstep: Class 22 contains 8022 members 
Mstep: Class 23 contains 62570 members 
Mstep: Class 24 contains 1835 members 
Mstep: Class 25 contains 8485 members 
Mstep: Class 26 contains 65080 members 
Mstep: Class 27 contains 1862 members 
Mstep: Class 28 contains 24560 members 
Mstep: Class 29 contains 76778 members 
Mstep: Class 30 contains 3803 members 
Mstep: Class 31 contains 1105 members 
Mstep: Class 32 contains 4916 members 
Mstep: Class 33 contains 14852 members 
Mstep: Class 34 contains 950 members 
Mstep: Class 35 contains 1686 members 
Mstep: Class 36 contains 3141 members 
Mstep: Class 37 contains 3628 members 
Mstep: Class 38 contains 1123 members 
Mstep: Class 39 contains 6210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84456688.000000 Penalty: 87286.046875
Iteration 81Q: 40 clusters Score -8.445669e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 69244 members 
Mstep: Class 2 contains 4451 members 
Mstep: Class 3 contains 51372 members 
Mstep: Class 4 contains 11076 members 
Mstep: Class 5 contains 10445 members 
Mstep: Class 6 contains 2025 members 
Mstep: Class 7 contains 21026 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 14108 members 
Mstep: Class 10 contains 69670 members 
Mstep: Class 11 contains 23845 members 
Mstep: Class 12 contains 5449 members 
Mstep: Class 13 contains 125766 members 
Mstep: Class 14 contains 120665 members 
Mstep: Class 15 contains 60149 members 
Mstep: Class 16 contains 18459 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 41013 members 
Mstep: Class 19 contains 7269 members 
Mstep: Class 20 contains 1119 members 
Mstep: Class 21 contains 7355 members 
Mstep: Class 22 contains 7996 members 
Mstep: Class 23 contains 61971 members 
Mstep: Class 24 contains 1849 members 
Mstep: Class 25 contains 8534 members 
Mstep: Class 26 contains 64929 members 
Mstep: Class 27 contains 1873 members 
Mstep: Class 28 contains 24144 members 
Mstep: Class 29 contains 76696 members 
Mstep: Class 30 contains 3831 members 
Mstep: Class 31 contains 1118 members 
Mstep: Class 32 contains 4963 members 
Mstep: Class 33 contains 15300 members 
Mstep: Class 34 contains 975 members 
Mstep: Class 35 contains 1760 members 
Mstep: Class 36 contains 3162 members 
Mstep: Class 37 contains 3629 members 
Mstep: Class 38 contains 1110 members 
Mstep: Class 39 contains 6964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84458096.000000 Penalty: 87286.046875
Iteration 82Q: 40 clusters Score -8.44581e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 68716 members 
Mstep: Class 2 contains 4445 members 
Mstep: Class 3 contains 51355 members 
Mstep: Class 4 contains 11068 members 
Mstep: Class 5 contains 10459 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 21508 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 14153 members 
Mstep: Class 10 contains 69876 members 
Mstep: Class 11 contains 24055 members 
Mstep: Class 12 contains 5484 members 
Mstep: Class 13 contains 125699 members 
Mstep: Class 14 contains 120184 members 
Mstep: Class 15 contains 59990 members 
Mstep: Class 16 contains 18474 members 
Mstep: Class 17 contains 1021 members 
Mstep: Class 18 contains 40985 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1117 members 
Mstep: Class 21 contains 7343 members 
Mstep: Class 22 contains 7968 members 
Mstep: Class 23 contains 61473 members 
Mstep: Class 24 contains 1858 members 
Mstep: Class 25 contains 8578 members 
Mstep: Class 26 contains 64776 members 
Mstep: Class 27 contains 1871 members 
Mstep: Class 28 contains 23749 members 
Mstep: Class 29 contains 76710 members 
Mstep: Class 30 contains 3865 members 
Mstep: Class 31 contains 1122 members 
Mstep: Class 32 contains 5000 members 
Mstep: Class 33 contains 15681 members 
Mstep: Class 34 contains 995 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 3175 members 
Mstep: Class 37 contains 3652 members 
Mstep: Class 38 contains 1093 members 
Mstep: Class 39 contains 7686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84459048.000000 Penalty: 87286.046875
Iteration 83Q: 40 clusters Score -8.445905e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 68188 members 
Mstep: Class 2 contains 4435 members 
Mstep: Class 3 contains 51347 members 
Mstep: Class 4 contains 11073 members 
Mstep: Class 5 contains 10457 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 21970 members 
Mstep: Class 8 contains 1989 members 
Mstep: Class 9 contains 14181 members 
Mstep: Class 10 contains 70038 members 
Mstep: Class 11 contains 24184 members 
Mstep: Class 12 contains 5498 members 
Mstep: Class 13 contains 125653 members 
Mstep: Class 14 contains 119754 members 
Mstep: Class 15 contains 59906 members 
Mstep: Class 16 contains 18481 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 40965 members 
Mstep: Class 19 contains 7293 members 
Mstep: Class 20 contains 1123 members 
Mstep: Class 21 contains 7333 members 
Mstep: Class 22 contains 7953 members 
Mstep: Class 23 contains 61107 members 
Mstep: Class 24 contains 1869 members 
Mstep: Class 25 contains 8620 members 
Mstep: Class 26 contains 64655 members 
Mstep: Class 27 contains 1858 members 
Mstep: Class 28 contains 23398 members 
Mstep: Class 29 contains 76707 members 
Mstep: Class 30 contains 3921 members 
Mstep: Class 31 contains 1120 members 
Mstep: Class 32 contains 5039 members 
Mstep: Class 33 contains 15979 members 
Mstep: Class 34 contains 1017 members 
Mstep: Class 35 contains 1855 members 
Mstep: Class 36 contains 3189 members 
Mstep: Class 37 contains 3658 members 
Mstep: Class 38 contains 1080 members 
Mstep: Class 39 contains 8347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84459912.000000 Penalty: 87286.046875
Iteration 84Q: 40 clusters Score -8.445991e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 67693 members 
Mstep: Class 2 contains 4423 members 
Mstep: Class 3 contains 51339 members 
Mstep: Class 4 contains 11074 members 
Mstep: Class 5 contains 10462 members 
Mstep: Class 6 contains 2093 members 
Mstep: Class 7 contains 22407 members 
Mstep: Class 8 contains 1981 members 
Mstep: Class 9 contains 14197 members 
Mstep: Class 10 contains 70202 members 
Mstep: Class 11 contains 24268 members 
Mstep: Class 12 contains 5508 members 
Mstep: Class 13 contains 125614 members 
Mstep: Class 14 contains 119362 members 
Mstep: Class 15 contains 59855 members 
Mstep: Class 16 contains 18486 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 40952 members 
Mstep: Class 19 contains 7303 members 
Mstep: Class 20 contains 1124 members 
Mstep: Class 21 contains 7325 members 
Mstep: Class 22 contains 7938 members 
Mstep: Class 23 contains 60834 members 
Mstep: Class 24 contains 1877 members 
Mstep: Class 25 contains 8640 members 
Mstep: Class 26 contains 64588 members 
Mstep: Class 27 contains 1854 members 
Mstep: Class 28 contains 23116 members 
Mstep: Class 29 contains 76671 members 
Mstep: Class 30 contains 3959 members 
Mstep: Class 31 contains 1122 members 
Mstep: Class 32 contains 5078 members 
Mstep: Class 33 contains 16194 members 
Mstep: Class 34 contains 1037 members 
Mstep: Class 35 contains 1870 members 
Mstep: Class 36 contains 3193 members 
Mstep: Class 37 contains 3661 members 
Mstep: Class 38 contains 1068 members 
Mstep: Class 39 contains 8936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84460456.000000 Penalty: 87286.046875
Iteration 85Q: 40 clusters Score -8.446046e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 67255 members 
Mstep: Class 2 contains 4419 members 
Mstep: Class 3 contains 51328 members 
Mstep: Class 4 contains 11076 members 
Mstep: Class 5 contains 10479 members 
Mstep: Class 6 contains 2114 members 
Mstep: Class 7 contains 22813 members 
Mstep: Class 8 contains 1970 members 
Mstep: Class 9 contains 14209 members 
Mstep: Class 10 contains 70359 members 
Mstep: Class 11 contains 24321 members 
Mstep: Class 12 contains 5514 members 
Mstep: Class 13 contains 125560 members 
Mstep: Class 14 contains 119004 members 
Mstep: Class 15 contains 59804 members 
Mstep: Class 16 contains 18497 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 40939 members 
Mstep: Class 19 contains 7312 members 
Mstep: Class 20 contains 1125 members 
Mstep: Class 21 contains 7315 members 
Mstep: Class 22 contains 7929 members 
Mstep: Class 23 contains 60623 members 
Mstep: Class 24 contains 1887 members 
Mstep: Class 25 contains 8660 members 
Mstep: Class 26 contains 64536 members 
Mstep: Class 27 contains 1844 members 
Mstep: Class 28 contains 22865 members 
Mstep: Class 29 contains 76647 members 
Mstep: Class 30 contains 4003 members 
Mstep: Class 31 contains 1124 members 
Mstep: Class 32 contains 5113 members 
Mstep: Class 33 contains 16380 members 
Mstep: Class 34 contains 1042 members 
Mstep: Class 35 contains 1874 members 
Mstep: Class 36 contains 3204 members 
Mstep: Class 37 contains 3659 members 
Mstep: Class 38 contains 1057 members 
Mstep: Class 39 contains 9441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84460736.000000 Penalty: 87286.046875
Iteration 86Q: 40 clusters Score -8.446074e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 66878 members 
Mstep: Class 2 contains 4414 members 
Mstep: Class 3 contains 51324 members 
Mstep: Class 4 contains 11072 members 
Mstep: Class 5 contains 10488 members 
Mstep: Class 6 contains 2137 members 
Mstep: Class 7 contains 23166 members 
Mstep: Class 8 contains 1962 members 
Mstep: Class 9 contains 14222 members 
Mstep: Class 10 contains 70528 members 
Mstep: Class 11 contains 24377 members 
Mstep: Class 12 contains 5534 members 
Mstep: Class 13 contains 125516 members 
Mstep: Class 14 contains 118675 members 
Mstep: Class 15 contains 59769 members 
Mstep: Class 16 contains 18498 members 
Mstep: Class 17 contains 1026 members 
Mstep: Class 18 contains 40928 members 
Mstep: Class 19 contains 7315 members 
Mstep: Class 20 contains 1125 members 
Mstep: Class 21 contains 7309 members 
Mstep: Class 22 contains 7929 members 
Mstep: Class 23 contains 60496 members 
Mstep: Class 24 contains 1898 members 
Mstep: Class 25 contains 8673 members 
Mstep: Class 26 contains 64461 members 
Mstep: Class 27 contains 1836 members 
Mstep: Class 28 contains 22646 members 
Mstep: Class 29 contains 76650 members 
Mstep: Class 30 contains 4028 members 
Mstep: Class 31 contains 1124 members 
Mstep: Class 32 contains 5143 members 
Mstep: Class 33 contains 16474 members 
Mstep: Class 34 contains 1040 members 
Mstep: Class 35 contains 1873 members 
Mstep: Class 36 contains 3207 members 
Mstep: Class 37 contains 3656 members 
Mstep: Class 38 contains 1053 members 
Mstep: Class 39 contains 9873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84460928.000000 Penalty: 87286.046875
Iteration 87Q: 40 clusters Score -8.446093e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 66506 members 
Mstep: Class 2 contains 4415 members 
Mstep: Class 3 contains 51319 members 
Mstep: Class 4 contains 11071 members 
Mstep: Class 5 contains 10492 members 
Mstep: Class 6 contains 2138 members 
Mstep: Class 7 contains 23509 members 
Mstep: Class 8 contains 1951 members 
Mstep: Class 9 contains 14239 members 
Mstep: Class 10 contains 70691 members 
Mstep: Class 11 contains 24453 members 
Mstep: Class 12 contains 5543 members 
Mstep: Class 13 contains 125464 members 
Mstep: Class 14 contains 118388 members 
Mstep: Class 15 contains 59726 members 
Mstep: Class 16 contains 18505 members 
Mstep: Class 17 contains 1026 members 
Mstep: Class 18 contains 40907 members 
Mstep: Class 19 contains 7317 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 7309 members 
Mstep: Class 22 contains 7950 members 
Mstep: Class 23 contains 60396 members 
Mstep: Class 24 contains 1911 members 
Mstep: Class 25 contains 8680 members 
Mstep: Class 26 contains 64416 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 22451 members 
Mstep: Class 29 contains 76641 members 
Mstep: Class 30 contains 4053 members 
Mstep: Class 31 contains 1125 members 
Mstep: Class 32 contains 5176 members 
Mstep: Class 33 contains 16543 members 
Mstep: Class 34 contains 1036 members 
Mstep: Class 35 contains 1866 members 
Mstep: Class 36 contains 3218 members 
Mstep: Class 37 contains 3641 members 
Mstep: Class 38 contains 1050 members 
Mstep: Class 39 contains 10246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84461328.000000 Penalty: 87286.046875
Iteration 88Q: 40 clusters Score -8.446133e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 66216 members 
Mstep: Class 2 contains 4418 members 
Mstep: Class 3 contains 51316 members 
Mstep: Class 4 contains 11071 members 
Mstep: Class 5 contains 10502 members 
Mstep: Class 6 contains 2134 members 
Mstep: Class 7 contains 23803 members 
Mstep: Class 8 contains 1937 members 
Mstep: Class 9 contains 14247 members 
Mstep: Class 10 contains 70831 members 
Mstep: Class 11 contains 24533 members 
Mstep: Class 12 contains 5547 members 
Mstep: Class 13 contains 125419 members 
Mstep: Class 14 contains 118129 members 
Mstep: Class 15 contains 59696 members 
Mstep: Class 16 contains 18505 members 
Mstep: Class 17 contains 1028 members 
Mstep: Class 18 contains 40889 members 
Mstep: Class 19 contains 7315 members 
Mstep: Class 20 contains 1125 members 
Mstep: Class 21 contains 7306 members 
Mstep: Class 22 contains 7966 members 
Mstep: Class 23 contains 60303 members 
Mstep: Class 24 contains 1922 members 
Mstep: Class 25 contains 8692 members 
Mstep: Class 26 contains 64386 members 
Mstep: Class 27 contains 1828 members 
Mstep: Class 28 contains 22254 members 
Mstep: Class 29 contains 76638 members 
Mstep: Class 30 contains 4065 members 
Mstep: Class 31 contains 1125 members 
Mstep: Class 32 contains 5208 members 
Mstep: Class 33 contains 16601 members 
Mstep: Class 34 contains 1031 members 
Mstep: Class 35 contains 1868 members 
Mstep: Class 36 contains 3224 members 
Mstep: Class 37 contains 3636 members 
Mstep: Class 38 contains 1046 members 
Mstep: Class 39 contains 10563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84461320.000000 Penalty: 87286.046875
Iteration 89Q: 40 clusters Score -8.446132e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65974 members 
Mstep: Class 2 contains 4415 members 
Mstep: Class 3 contains 51315 members 
Mstep: Class 4 contains 11068 members 
Mstep: Class 5 contains 10501 members 
Mstep: Class 6 contains 2135 members 
Mstep: Class 7 contains 24090 members 
Mstep: Class 8 contains 1929 members 
Mstep: Class 9 contains 14254 members 
Mstep: Class 10 contains 70963 members 
Mstep: Class 11 contains 24598 members 
Mstep: Class 12 contains 5552 members 
Mstep: Class 13 contains 125384 members 
Mstep: Class 14 contains 117875 members 
Mstep: Class 15 contains 59661 members 
Mstep: Class 16 contains 18501 members 
Mstep: Class 17 contains 1031 members 
Mstep: Class 18 contains 40883 members 
Mstep: Class 19 contains 7314 members 
Mstep: Class 20 contains 1125 members 
Mstep: Class 21 contains 7312 members 
Mstep: Class 22 contains 7978 members 
Mstep: Class 23 contains 60232 members 
Mstep: Class 24 contains 1929 members 
Mstep: Class 25 contains 8694 members 
Mstep: Class 26 contains 64340 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 22091 members 
Mstep: Class 29 contains 76640 members 
Mstep: Class 30 contains 4083 members 
Mstep: Class 31 contains 1125 members 
Mstep: Class 32 contains 5230 members 
Mstep: Class 33 contains 16645 members 
Mstep: Class 34 contains 1036 members 
Mstep: Class 35 contains 1865 members 
Mstep: Class 36 contains 3227 members 
Mstep: Class 37 contains 3642 members 
Mstep: Class 38 contains 1046 members 
Mstep: Class 39 contains 10814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84461328.000000 Penalty: 87286.046875
Iteration 90Q: 40 clusters Score -8.446133e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65779 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 51313 members 
Mstep: Class 4 contains 11071 members 
Mstep: Class 5 contains 10498 members 
Mstep: Class 6 contains 2128 members 
Mstep: Class 7 contains 24369 members 
Mstep: Class 8 contains 1931 members 
Mstep: Class 9 contains 14264 members 
Mstep: Class 10 contains 71086 members 
Mstep: Class 11 contains 24641 members 
Mstep: Class 12 contains 5557 members 
Mstep: Class 13 contains 125351 members 
Mstep: Class 14 contains 117655 members 
Mstep: Class 15 contains 59632 members 
Mstep: Class 16 contains 18497 members 
Mstep: Class 17 contains 1030 members 
Mstep: Class 18 contains 40874 members 
Mstep: Class 19 contains 7319 members 
Mstep: Class 20 contains 1127 members 
Mstep: Class 21 contains 7311 members 
Mstep: Class 22 contains 7986 members 
Mstep: Class 23 contains 60151 members 
Mstep: Class 24 contains 1935 members 
Mstep: Class 25 contains 8689 members 
Mstep: Class 26 contains 64298 members 
Mstep: Class 27 contains 1831 members 
Mstep: Class 28 contains 21950 members 
Mstep: Class 29 contains 76623 members 
Mstep: Class 30 contains 4101 members 
Mstep: Class 31 contains 1125 members 
Mstep: Class 32 contains 5248 members 
Mstep: Class 33 contains 16702 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 1861 members 
Mstep: Class 36 contains 3232 members 
Mstep: Class 37 contains 3642 members 
Mstep: Class 38 contains 1042 members 
Mstep: Class 39 contains 11034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84461368.000000 Penalty: 87286.046875
Iteration 91Q: 40 clusters Score -8.446137e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65607 members 
Mstep: Class 2 contains 4406 members 
Mstep: Class 3 contains 51313 members 
Mstep: Class 4 contains 11081 members 
Mstep: Class 5 contains 10497 members 
Mstep: Class 6 contains 2114 members 
Mstep: Class 7 contains 24626 members 
Mstep: Class 8 contains 1931 members 
Mstep: Class 9 contains 14269 members 
Mstep: Class 10 contains 71197 members 
Mstep: Class 11 contains 24679 members 
Mstep: Class 12 contains 5563 members 
Mstep: Class 13 contains 125322 members 
Mstep: Class 14 contains 117434 members 
Mstep: Class 15 contains 59623 members 
Mstep: Class 16 contains 18496 members 
Mstep: Class 17 contains 1029 members 
Mstep: Class 18 contains 40852 members 
Mstep: Class 19 contains 7312 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 7311 members 
Mstep: Class 22 contains 8006 members 
Mstep: Class 23 contains 60087 members 
Mstep: Class 24 contains 1947 members 
Mstep: Class 25 contains 8703 members 
Mstep: Class 26 contains 64246 members 
Mstep: Class 27 contains 1832 members 
Mstep: Class 28 contains 21838 members 
Mstep: Class 29 contains 76611 members 
Mstep: Class 30 contains 4113 members 
Mstep: Class 31 contains 1125 members 
Mstep: Class 32 contains 5273 members 
Mstep: Class 33 contains 16738 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 1861 members 
Mstep: Class 36 contains 3236 members 
Mstep: Class 37 contains 3620 members 
Mstep: Class 38 contains 1043 members 
Mstep: Class 39 contains 11224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84461440.000000 Penalty: 87286.046875
Iteration 92Q: 40 clusters Score -8.446144e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65479 members 
Mstep: Class 2 contains 4406 members 
Mstep: Class 3 contains 51310 members 
Mstep: Class 4 contains 11089 members 
Mstep: Class 5 contains 10500 members 
Mstep: Class 6 contains 2112 members 
Mstep: Class 7 contains 24856 members 
Mstep: Class 8 contains 1932 members 
Mstep: Class 9 contains 14277 members 
Mstep: Class 10 contains 71296 members 
Mstep: Class 11 contains 24706 members 
Mstep: Class 12 contains 5565 members 
Mstep: Class 13 contains 125305 members 
Mstep: Class 14 contains 117248 members 
Mstep: Class 15 contains 59612 members 
Mstep: Class 16 contains 18496 members 
Mstep: Class 17 contains 1027 members 
Mstep: Class 18 contains 40844 members 
Mstep: Class 19 contains 7310 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 7299 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 60041 members 
Mstep: Class 24 contains 1960 members 
Mstep: Class 25 contains 8707 members 
Mstep: Class 26 contains 64201 members 
Mstep: Class 27 contains 1831 members 
Mstep: Class 28 contains 21725 members 
Mstep: Class 29 contains 76578 members 
Mstep: Class 30 contains 4117 members 
Mstep: Class 31 contains 1125 members 
Mstep: Class 32 contains 5289 members 
Mstep: Class 33 contains 16763 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 1862 members 
Mstep: Class 36 contains 3239 members 
Mstep: Class 37 contains 3611 members 
Mstep: Class 38 contains 1040 members 
Mstep: Class 39 contains 11387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84461520.000000 Penalty: 87286.046875
Iteration 93Q: 40 clusters Score -8.446152e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65368 members 
Mstep: Class 2 contains 4408 members 
Mstep: Class 3 contains 51306 members 
Mstep: Class 4 contains 11085 members 
Mstep: Class 5 contains 10498 members 
Mstep: Class 6 contains 2112 members 
Mstep: Class 7 contains 25086 members 
Mstep: Class 8 contains 1937 members 
Mstep: Class 9 contains 14285 members 
Mstep: Class 10 contains 71371 members 
Mstep: Class 11 contains 24712 members 
Mstep: Class 12 contains 5569 members 
Mstep: Class 13 contains 125281 members 
Mstep: Class 14 contains 117058 members 
Mstep: Class 15 contains 59606 members 
Mstep: Class 16 contains 18499 members 
Mstep: Class 17 contains 1027 members 
Mstep: Class 18 contains 40830 members 
Mstep: Class 19 contains 7305 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 7293 members 
Mstep: Class 22 contains 8045 members 
Mstep: Class 23 contains 60005 members 
Mstep: Class 24 contains 1960 members 
Mstep: Class 25 contains 8711 members 
Mstep: Class 26 contains 64156 members 
Mstep: Class 27 contains 1833 members 
Mstep: Class 28 contains 21650 members 
Mstep: Class 29 contains 76568 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 1125 members 
Mstep: Class 32 contains 5307 members 
Mstep: Class 33 contains 16790 members 
Mstep: Class 34 contains 1024 members 
Mstep: Class 35 contains 1863 members 
Mstep: Class 36 contains 3241 members 
Mstep: Class 37 contains 3611 members 
Mstep: Class 38 contains 1039 members 
Mstep: Class 39 contains 11513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84461400.000000 Penalty: 87286.046875
Iteration 94Q: 40 clusters Score -8.44614e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65280 members 
Mstep: Class 2 contains 4406 members 
Mstep: Class 3 contains 51305 members 
Mstep: Class 4 contains 11087 members 
Mstep: Class 5 contains 10496 members 
Mstep: Class 6 contains 2109 members 
Mstep: Class 7 contains 25299 members 
Mstep: Class 8 contains 1943 members 
Mstep: Class 9 contains 14293 members 
Mstep: Class 10 contains 71412 members 
Mstep: Class 11 contains 24736 members 
Mstep: Class 12 contains 5574 members 
Mstep: Class 13 contains 125242 members 
Mstep: Class 14 contains 116892 members 
Mstep: Class 15 contains 59603 members 
Mstep: Class 16 contains 18500 members 
Mstep: Class 17 contains 1027 members 
Mstep: Class 18 contains 40822 members 
Mstep: Class 19 contains 7304 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 7293 members 
Mstep: Class 22 contains 8056 members 
Mstep: Class 23 contains 59979 members 
Mstep: Class 24 contains 1960 members 
Mstep: Class 25 contains 8711 members 
Mstep: Class 26 contains 64117 members 
Mstep: Class 27 contains 1828 members 
Mstep: Class 28 contains 21566 members 
Mstep: Class 29 contains 76577 members 
Mstep: Class 30 contains 4120 members 
Mstep: Class 31 contains 1125 members 
Mstep: Class 32 contains 5332 members 
Mstep: Class 33 contains 16809 members 
Mstep: Class 34 contains 1023 members 
Mstep: Class 35 contains 1863 members 
Mstep: Class 36 contains 3242 members 
Mstep: Class 37 contains 3602 members 
Mstep: Class 38 contains 1036 members 
Mstep: Class 39 contains 11626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84461568.000000 Penalty: 87286.046875
Iteration 95Q: 40 clusters Score -8.446157e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65217 members 
Mstep: Class 2 contains 4406 members 
Mstep: Class 3 contains 51302 members 
Mstep: Class 4 contains 11086 members 
Mstep: Class 5 contains 10499 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 25498 members 
Mstep: Class 8 contains 1944 members 
Mstep: Class 9 contains 14301 members 
Mstep: Class 10 contains 71441 members 
Mstep: Class 11 contains 24750 members 
Mstep: Class 12 contains 5580 members 
Mstep: Class 13 contains 125204 members 
Mstep: Class 14 contains 116759 members 
Mstep: Class 15 contains 59600 members 
Mstep: Class 16 contains 18504 members 
Mstep: Class 17 contains 1026 members 
Mstep: Class 18 contains 40814 members 
Mstep: Class 19 contains 7303 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 8063 members 
Mstep: Class 23 contains 59958 members 
Mstep: Class 24 contains 1967 members 
Mstep: Class 25 contains 8713 members 
Mstep: Class 26 contains 64070 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 21492 members 
Mstep: Class 29 contains 76579 members 
Mstep: Class 30 contains 4122 members 
Mstep: Class 31 contains 1125 members 
Mstep: Class 32 contains 5342 members 
Mstep: Class 33 contains 16829 members 
Mstep: Class 34 contains 1022 members 
Mstep: Class 35 contains 1863 members 
Mstep: Class 36 contains 3245 members 
Mstep: Class 37 contains 3600 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 11712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84461568.000000 Penalty: 87286.046875
Iteration 96Q: 40 clusters Score -8.446157e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65161 members 
Mstep: Class 2 contains 4404 members 
Mstep: Class 3 contains 51301 members 
Mstep: Class 4 contains 11089 members 
Mstep: Class 5 contains 10498 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 25673 members 
Mstep: Class 8 contains 1947 members 
Mstep: Class 9 contains 14306 members 
Mstep: Class 10 contains 71473 members 
Mstep: Class 11 contains 24766 members 
Mstep: Class 12 contains 5589 members 
Mstep: Class 13 contains 125177 members 
Mstep: Class 14 contains 116642 members 
Mstep: Class 15 contains 59592 members 
Mstep: Class 16 contains 18504 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40811 members 
Mstep: Class 19 contains 7303 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 7285 members 
Mstep: Class 22 contains 8064 members 
Mstep: Class 23 contains 59942 members 
Mstep: Class 24 contains 1971 members 
Mstep: Class 25 contains 8716 members 
Mstep: Class 26 contains 64031 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 21426 members 
Mstep: Class 29 contains 76563 members 
Mstep: Class 30 contains 4127 members 
Mstep: Class 31 contains 1125 members 
Mstep: Class 32 contains 5352 members 
Mstep: Class 33 contains 16841 members 
Mstep: Class 34 contains 1022 members 
Mstep: Class 35 contains 1864 members 
Mstep: Class 36 contains 3246 members 
Mstep: Class 37 contains 3604 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 11788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84461624.000000 Penalty: 87286.046875
Iteration 97Q: 40 clusters Score -8.446162e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65124 members 
Mstep: Class 2 contains 4403 members 
Mstep: Class 3 contains 51300 members 
Mstep: Class 4 contains 11092 members 
Mstep: Class 5 contains 10493 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 25844 members 
Mstep: Class 8 contains 1949 members 
Mstep: Class 9 contains 14308 members 
Mstep: Class 10 contains 71489 members 
Mstep: Class 11 contains 24776 members 
Mstep: Class 12 contains 5590 members 
Mstep: Class 13 contains 125153 members 
Mstep: Class 14 contains 116527 members 
Mstep: Class 15 contains 59588 members 
Mstep: Class 16 contains 18503 members 
Mstep: Class 17 contains 1024 members 
Mstep: Class 18 contains 40808 members 
Mstep: Class 19 contains 7301 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 7284 members 
Mstep: Class 22 contains 8067 members 
Mstep: Class 23 contains 59923 members 
Mstep: Class 24 contains 1972 members 
Mstep: Class 25 contains 8719 members 
Mstep: Class 26 contains 63994 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 21378 members 
Mstep: Class 29 contains 76559 members 
Mstep: Class 30 contains 4131 members 
Mstep: Class 31 contains 1125 members 
Mstep: Class 32 contains 5364 members 
Mstep: Class 33 contains 16859 members 
Mstep: Class 34 contains 1022 members 
Mstep: Class 35 contains 1864 members 
Mstep: Class 36 contains 3246 members 
Mstep: Class 37 contains 3608 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 11843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84461736.000000 Penalty: 87286.046875
Iteration 98Q: 40 clusters Score -8.446174e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65089 members 
Mstep: Class 2 contains 4401 members 
Mstep: Class 3 contains 51296 members 
Mstep: Class 4 contains 11087 members 
Mstep: Class 5 contains 10492 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 25983 members 
Mstep: Class 8 contains 1954 members 
Mstep: Class 9 contains 14312 members 
Mstep: Class 10 contains 71523 members 
Mstep: Class 11 contains 24793 members 
Mstep: Class 12 contains 5594 members 
Mstep: Class 13 contains 125138 members 
Mstep: Class 14 contains 116419 members 
Mstep: Class 15 contains 59581 members 
Mstep: Class 16 contains 18505 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 40804 members 
Mstep: Class 19 contains 7300 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 7281 members 
Mstep: Class 22 contains 8075 members 
Mstep: Class 23 contains 59903 members 
Mstep: Class 24 contains 1975 members 
Mstep: Class 25 contains 8715 members 
Mstep: Class 26 contains 63958 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 21324 members 
Mstep: Class 29 contains 76564 members 
Mstep: Class 30 contains 4132 members 
Mstep: Class 31 contains 1125 members 
Mstep: Class 32 contains 5374 members 
Mstep: Class 33 contains 16868 members 
Mstep: Class 34 contains 1022 members 
Mstep: Class 35 contains 1865 members 
Mstep: Class 36 contains 3246 members 
Mstep: Class 37 contains 3611 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 11900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84461760.000000 Penalty: 87286.046875
Iteration 99Q: 40 clusters Score -8.446176e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65057 members 
Mstep: Class 2 contains 4401 members 
Mstep: Class 3 contains 51296 members 
Mstep: Class 4 contains 11089 members 
Mstep: Class 5 contains 10491 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 26088 members 
Mstep: Class 8 contains 1956 members 
Mstep: Class 9 contains 14316 members 
Mstep: Class 10 contains 71558 members 
Mstep: Class 11 contains 24807 members 
Mstep: Class 12 contains 5598 members 
Mstep: Class 13 contains 125124 members 
Mstep: Class 14 contains 116326 members 
Mstep: Class 15 contains 59574 members 
Mstep: Class 16 contains 18506 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 40800 members 
Mstep: Class 19 contains 7297 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 7278 members 
Mstep: Class 22 contains 8079 members 
Mstep: Class 23 contains 59881 members 
Mstep: Class 24 contains 1975 members 
Mstep: Class 25 contains 8716 members 
Mstep: Class 26 contains 63938 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 21265 members 
Mstep: Class 29 contains 76576 members 
Mstep: Class 30 contains 4134 members 
Mstep: Class 31 contains 1125 members 
Mstep: Class 32 contains 5380 members 
Mstep: Class 33 contains 16887 members 
Mstep: Class 34 contains 1022 members 
Mstep: Class 35 contains 1865 members 
Mstep: Class 36 contains 3247 members 
Mstep: Class 37 contains 3615 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 11948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84461864.000000 Penalty: 87286.046875
Iteration 100F: 40 clusters Score -8.446186e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 64940 members 
Mstep: Class 2 contains 4401 members 
Mstep: Class 3 contains 51295 members 
Mstep: Class 4 contains 11094 members 
Mstep: Class 5 contains 10490 members 
Mstep: Class 6 contains 2107 members 
Mstep: Class 7 contains 26181 members 
Mstep: Class 8 contains 1957 members 
Mstep: Class 9 contains 14323 members 
Mstep: Class 10 contains 71590 members 
Mstep: Class 11 contains 24812 members 
Mstep: Class 12 contains 5601 members 
Mstep: Class 13 contains 125104 members 
Mstep: Class 14 contains 116250 members 
Mstep: Class 15 contains 59563 members 
Mstep: Class 16 contains 18506 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 40797 members 
Mstep: Class 19 contains 7298 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 8080 members 
Mstep: Class 23 contains 59861 members 
Mstep: Class 24 contains 1978 members 
Mstep: Class 25 contains 8716 members 
Mstep: Class 26 contains 63920 members 
Mstep: Class 27 contains 1820 members 
Mstep: Class 28 contains 21215 members 
Mstep: Class 29 contains 76589 members 
Mstep: Class 30 contains 4137 members 
Mstep: Class 31 contains 1125 members 
Mstep: Class 32 contains 5381 members 
Mstep: Class 33 contains 16904 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 1865 members 
Mstep: Class 36 contains 3248 members 
Mstep: Class 37 contains 3616 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 12072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84461928.000000 Penalty: 87286.046875
Iteration 101Q: 40 clusters Score -8.446193e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 64822 members 
Mstep: Class 2 contains 4400 members 
Mstep: Class 3 contains 51294 members 
Mstep: Class 4 contains 11100 members 
Mstep: Class 5 contains 10488 members 
Mstep: Class 6 contains 2110 members 
Mstep: Class 7 contains 26285 members 
Mstep: Class 8 contains 1957 members 
Mstep: Class 9 contains 14329 members 
Mstep: Class 10 contains 71615 members 
Mstep: Class 11 contains 24820 members 
Mstep: Class 12 contains 5600 members 
Mstep: Class 13 contains 125090 members 
Mstep: Class 14 contains 116193 members 
Mstep: Class 15 contains 59549 members 
Mstep: Class 16 contains 18507 members 
Mstep: Class 17 contains 1024 members 
Mstep: Class 18 contains 40799 members 
Mstep: Class 19 contains 7295 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 7282 members 
Mstep: Class 22 contains 8079 members 
Mstep: Class 23 contains 59848 members 
Mstep: Class 24 contains 1979 members 
Mstep: Class 25 contains 8707 members 
Mstep: Class 26 contains 63907 members 
Mstep: Class 27 contains 1819 members 
Mstep: Class 28 contains 21169 members 
Mstep: Class 29 contains 76575 members 
Mstep: Class 30 contains 4140 members 
Mstep: Class 31 contains 1124 members 
Mstep: Class 32 contains 5382 members 
Mstep: Class 33 contains 16906 members 
Mstep: Class 34 contains 1032 members 
Mstep: Class 35 contains 1865 members 
Mstep: Class 36 contains 3251 members 
Mstep: Class 37 contains 3619 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 12199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84462032.000000 Penalty: 87286.046875
Iteration 102Q: 40 clusters Score -8.446203e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 64710 members 
Mstep: Class 2 contains 4401 members 
Mstep: Class 3 contains 51295 members 
Mstep: Class 4 contains 11107 members 
Mstep: Class 5 contains 10486 members 
Mstep: Class 6 contains 2113 members 
Mstep: Class 7 contains 26373 members 
Mstep: Class 8 contains 1957 members 
Mstep: Class 9 contains 14335 members 
Mstep: Class 10 contains 71650 members 
Mstep: Class 11 contains 24825 members 
Mstep: Class 12 contains 5604 members 
Mstep: Class 13 contains 125075 members 
Mstep: Class 14 contains 116131 members 
Mstep: Class 15 contains 59535 members 
Mstep: Class 16 contains 18506 members 
Mstep: Class 17 contains 1027 members 
Mstep: Class 18 contains 40795 members 
Mstep: Class 19 contains 7299 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 7285 members 
Mstep: Class 22 contains 8077 members 
Mstep: Class 23 contains 59831 members 
Mstep: Class 24 contains 1980 members 
Mstep: Class 25 contains 8706 members 
Mstep: Class 26 contains 63884 members 
Mstep: Class 27 contains 1817 members 
Mstep: Class 28 contains 21133 members 
Mstep: Class 29 contains 76574 members 
Mstep: Class 30 contains 4142 members 
Mstep: Class 31 contains 1124 members 
Mstep: Class 32 contains 5384 members 
Mstep: Class 33 contains 16906 members 
Mstep: Class 34 contains 1034 members 
Mstep: Class 35 contains 1865 members 
Mstep: Class 36 contains 3253 members 
Mstep: Class 37 contains 3622 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 12320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84462008.000000 Penalty: 87286.046875
Iteration 103Q: 40 clusters Score -8.446201e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 64601 members 
Mstep: Class 2 contains 4401 members 
Mstep: Class 3 contains 51295 members 
Mstep: Class 4 contains 11109 members 
Mstep: Class 5 contains 10487 members 
Mstep: Class 6 contains 2113 members 
Mstep: Class 7 contains 26441 members 
Mstep: Class 8 contains 1957 members 
Mstep: Class 9 contains 14338 members 
Mstep: Class 10 contains 71678 members 
Mstep: Class 11 contains 24840 members 
Mstep: Class 12 contains 5602 members 
Mstep: Class 13 contains 125059 members 
Mstep: Class 14 contains 116068 members 
Mstep: Class 15 contains 59527 members 
Mstep: Class 16 contains 18505 members 
Mstep: Class 17 contains 1030 members 
Mstep: Class 18 contains 40794 members 
Mstep: Class 19 contains 7300 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 7286 members 
Mstep: Class 22 contains 8078 members 
Mstep: Class 23 contains 59819 members 
Mstep: Class 24 contains 1980 members 
Mstep: Class 25 contains 8704 members 
Mstep: Class 26 contains 63869 members 
Mstep: Class 27 contains 1816 members 
Mstep: Class 28 contains 21104 members 
Mstep: Class 29 contains 76583 members 
Mstep: Class 30 contains 4142 members 
Mstep: Class 31 contains 1125 members 
Mstep: Class 32 contains 5385 members 
Mstep: Class 33 contains 16907 members 
Mstep: Class 34 contains 1037 members 
Mstep: Class 35 contains 1865 members 
Mstep: Class 36 contains 3253 members 
Mstep: Class 37 contains 3629 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 12434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84462064.000000 Penalty: 87286.046875
Iteration 104Q: 40 clusters Score -8.446206e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 64517 members 
Mstep: Class 2 contains 4401 members 
Mstep: Class 3 contains 51295 members 
Mstep: Class 4 contains 11114 members 
Mstep: Class 5 contains 10484 members 
Mstep: Class 6 contains 2114 members 
Mstep: Class 7 contains 26497 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 14340 members 
Mstep: Class 10 contains 71699 members 
Mstep: Class 11 contains 24849 members 
Mstep: Class 12 contains 5603 members 
Mstep: Class 13 contains 125051 members 
Mstep: Class 14 contains 116027 members 
Mstep: Class 15 contains 59515 members 
Mstep: Class 16 contains 18505 members 
Mstep: Class 17 contains 1029 members 
Mstep: Class 18 contains 40793 members 
Mstep: Class 19 contains 7299 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 7284 members 
Mstep: Class 22 contains 8075 members 
Mstep: Class 23 contains 59806 members 
Mstep: Class 24 contains 1980 members 
Mstep: Class 25 contains 8699 members 
Mstep: Class 26 contains 63868 members 
Mstep: Class 27 contains 1814 members 
Mstep: Class 28 contains 21077 members 
Mstep: Class 29 contains 76587 members 
Mstep: Class 30 contains 4140 members 
Mstep: Class 31 contains 1125 members 
Mstep: Class 32 contains 5385 members 
Mstep: Class 33 contains 16912 members 
Mstep: Class 34 contains 1043 members 
Mstep: Class 35 contains 1865 members 
Mstep: Class 36 contains 3253 members 
Mstep: Class 37 contains 3633 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 12525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84462296.000000 Penalty: 87286.046875
Iteration 105Q: 40 clusters Score -8.44623e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 64462 members 
Mstep: Class 2 contains 4400 members 
Mstep: Class 3 contains 51295 members 
Mstep: Class 4 contains 11117 members 
Mstep: Class 5 contains 10480 members 
Mstep: Class 6 contains 2114 members 
Mstep: Class 7 contains 26552 members 
Mstep: Class 8 contains 1959 members 
Mstep: Class 9 contains 14342 members 
Mstep: Class 10 contains 71717 members 
Mstep: Class 11 contains 24846 members 
Mstep: Class 12 contains 5605 members 
Mstep: Class 13 contains 125044 members 
Mstep: Class 14 contains 115988 members 
Mstep: Class 15 contains 59505 members 
Mstep: Class 16 contains 18504 members 
Mstep: Class 17 contains 1029 members 
Mstep: Class 18 contains 40792 members 
Mstep: Class 19 contains 7296 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 7283 members 
Mstep: Class 22 contains 8075 members 
Mstep: Class 23 contains 59789 members 
Mstep: Class 24 contains 1981 members 
Mstep: Class 25 contains 8701 members 
Mstep: Class 26 contains 63868 members 
Mstep: Class 27 contains 1816 members 
Mstep: Class 28 contains 21057 members 
Mstep: Class 29 contains 76581 members 
Mstep: Class 30 contains 4143 members 
Mstep: Class 31 contains 1125 members 
Mstep: Class 32 contains 5385 members 
Mstep: Class 33 contains 16919 members 
Mstep: Class 34 contains 1048 members 
Mstep: Class 35 contains 1865 members 
Mstep: Class 36 contains 3252 members 
Mstep: Class 37 contains 3636 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 12592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84462432.000000 Penalty: 87286.046875
Iteration 106Q: 40 clusters Score -8.446243e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 64405 members 
Mstep: Class 2 contains 4402 members 
Mstep: Class 3 contains 51295 members 
Mstep: Class 4 contains 11119 members 
Mstep: Class 5 contains 10480 members 
Mstep: Class 6 contains 2114 members 
Mstep: Class 7 contains 26594 members 
Mstep: Class 8 contains 1963 members 
Mstep: Class 9 contains 14343 members 
Mstep: Class 10 contains 71735 members 
Mstep: Class 11 contains 24858 members 
Mstep: Class 12 contains 5607 members 
Mstep: Class 13 contains 125042 members 
Mstep: Class 14 contains 115955 members 
Mstep: Class 15 contains 59497 members 
Mstep: Class 16 contains 18504 members 
Mstep: Class 17 contains 1029 members 
Mstep: Class 18 contains 40795 members 
Mstep: Class 19 contains 7294 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 8075 members 
Mstep: Class 23 contains 59780 members 
Mstep: Class 24 contains 1981 members 
Mstep: Class 25 contains 8699 members 
Mstep: Class 26 contains 63867 members 
Mstep: Class 27 contains 1817 members 
Mstep: Class 28 contains 21040 members 
Mstep: Class 29 contains 76575 members 
Mstep: Class 30 contains 4146 members 
Mstep: Class 31 contains 1126 members 
Mstep: Class 32 contains 5385 members 
Mstep: Class 33 contains 16916 members 
Mstep: Class 34 contains 1047 members 
Mstep: Class 35 contains 1865 members 
Mstep: Class 36 contains 3251 members 
Mstep: Class 37 contains 3638 members 
Mstep: Class 38 contains 1031 members 
Mstep: Class 39 contains 12645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84462416.000000 Penalty: 87286.046875
Iteration 107Q: 40 clusters Score -8.446242e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 64346 members 
Mstep: Class 2 contains 4402 members 
Mstep: Class 3 contains 51295 members 
Mstep: Class 4 contains 11119 members 
Mstep: Class 5 contains 10481 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 7 contains 26637 members 
Mstep: Class 8 contains 1964 members 
Mstep: Class 9 contains 14343 members 
Mstep: Class 10 contains 71756 members 
Mstep: Class 11 contains 24871 members 
Mstep: Class 12 contains 5607 members 
Mstep: Class 13 contains 125033 members 
Mstep: Class 14 contains 115925 members 
Mstep: Class 15 contains 59490 members 
Mstep: Class 16 contains 18504 members 
Mstep: Class 17 contains 1028 members 
Mstep: Class 18 contains 40794 members 
Mstep: Class 19 contains 7291 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 7279 members 
Mstep: Class 22 contains 8074 members 
Mstep: Class 23 contains 59770 members 
Mstep: Class 24 contains 1982 members 
Mstep: Class 25 contains 8700 members 
Mstep: Class 26 contains 63861 members 
Mstep: Class 27 contains 1816 members 
Mstep: Class 28 contains 21020 members 
Mstep: Class 29 contains 76567 members 
Mstep: Class 30 contains 4150 members 
Mstep: Class 31 contains 1126 members 
Mstep: Class 32 contains 5387 members 
Mstep: Class 33 contains 16921 members 
Mstep: Class 34 contains 1048 members 
Mstep: Class 35 contains 1865 members 
Mstep: Class 36 contains 3251 members 
Mstep: Class 37 contains 3638 members 
Mstep: Class 38 contains 1031 members 
Mstep: Class 39 contains 12708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84462392.000000 Penalty: 87286.046875
Iteration 108Q: 40 clusters Score -8.446239e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 64297 members 
Mstep: Class 2 contains 4401 members 
Mstep: Class 3 contains 51295 members 
Mstep: Class 4 contains 11121 members 
Mstep: Class 5 contains 10483 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 26680 members 
Mstep: Class 8 contains 1964 members 
Mstep: Class 9 contains 14345 members 
Mstep: Class 10 contains 71767 members 
Mstep: Class 11 contains 24886 members 
Mstep: Class 12 contains 5606 members 
Mstep: Class 13 contains 125028 members 
Mstep: Class 14 contains 115889 members 
Mstep: Class 15 contains 59482 members 
Mstep: Class 16 contains 18504 members 
Mstep: Class 17 contains 1028 members 
Mstep: Class 18 contains 40790 members 
Mstep: Class 19 contains 7290 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 7279 members 
Mstep: Class 22 contains 8074 members 
Mstep: Class 23 contains 59759 members 
Mstep: Class 24 contains 1982 members 
Mstep: Class 25 contains 8704 members 
Mstep: Class 26 contains 63855 members 
Mstep: Class 27 contains 1815 members 
Mstep: Class 28 contains 21004 members 
Mstep: Class 29 contains 76562 members 
Mstep: Class 30 contains 4152 members 
Mstep: Class 31 contains 1126 members 
Mstep: Class 32 contains 5387 members 
Mstep: Class 33 contains 16925 members 
Mstep: Class 34 contains 1048 members 
Mstep: Class 35 contains 1865 members 
Mstep: Class 36 contains 3251 members 
Mstep: Class 37 contains 3644 members 
Mstep: Class 38 contains 1031 members 
Mstep: Class 39 contains 12760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84462360.000000 Penalty: 87286.046875
Iteration 109Q: 40 clusters Score -8.446236e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 64253 members 
Mstep: Class 2 contains 4400 members 
Mstep: Class 3 contains 51295 members 
Mstep: Class 4 contains 11123 members 
Mstep: Class 5 contains 10483 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 26711 members 
Mstep: Class 8 contains 1964 members 
Mstep: Class 9 contains 14347 members 
Mstep: Class 10 contains 71788 members 
Mstep: Class 11 contains 24888 members 
Mstep: Class 12 contains 5606 members 
Mstep: Class 13 contains 125023 members 
Mstep: Class 14 contains 115879 members 
Mstep: Class 15 contains 59474 members 
Mstep: Class 16 contains 18504 members 
Mstep: Class 17 contains 1027 members 
Mstep: Class 18 contains 40788 members 
Mstep: Class 19 contains 7287 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 7281 members 
Mstep: Class 22 contains 8072 members 
Mstep: Class 23 contains 59744 members 
Mstep: Class 24 contains 1982 members 
Mstep: Class 25 contains 8709 members 
Mstep: Class 26 contains 63841 members 
Mstep: Class 27 contains 1813 members 
Mstep: Class 28 contains 20981 members 
Mstep: Class 29 contains 76559 members 
Mstep: Class 30 contains 4155 members 
Mstep: Class 31 contains 1126 members 
Mstep: Class 32 contains 5387 members 
Mstep: Class 33 contains 16938 members 
Mstep: Class 34 contains 1048 members 
Mstep: Class 35 contains 1865 members 
Mstep: Class 36 contains 3251 members 
Mstep: Class 37 contains 3653 members 
Mstep: Class 38 contains 1030 members 
Mstep: Class 39 contains 12804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84462544.000000 Penalty: 87286.046875
Iteration 110Q: 40 clusters Score -8.446254e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 64208 members 
Mstep: Class 2 contains 4398 members 
Mstep: Class 3 contains 51295 members 
Mstep: Class 4 contains 11130 members 
Mstep: Class 5 contains 10479 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 26751 members 
Mstep: Class 8 contains 1964 members 
Mstep: Class 9 contains 14350 members 
Mstep: Class 10 contains 71808 members 
Mstep: Class 11 contains 24895 members 
Mstep: Class 12 contains 5608 members 
Mstep: Class 13 contains 125014 members 
Mstep: Class 14 contains 115864 members 
Mstep: Class 15 contains 59468 members 
Mstep: Class 16 contains 18504 members 
Mstep: Class 17 contains 1026 members 
Mstep: Class 18 contains 40786 members 
Mstep: Class 19 contains 7281 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 7282 members 
Mstep: Class 22 contains 8073 members 
Mstep: Class 23 contains 59726 members 
Mstep: Class 24 contains 1982 members 
Mstep: Class 25 contains 8712 members 
Mstep: Class 26 contains 63827 members 
Mstep: Class 27 contains 1813 members 
Mstep: Class 28 contains 20958 members 
Mstep: Class 29 contains 76560 members 
Mstep: Class 30 contains 4158 members 
Mstep: Class 31 contains 1126 members 
Mstep: Class 32 contains 5387 members 
Mstep: Class 33 contains 16949 members 
Mstep: Class 34 contains 1048 members 
Mstep: Class 35 contains 1865 members 
Mstep: Class 36 contains 3251 members 
Mstep: Class 37 contains 3657 members 
Mstep: Class 38 contains 1030 members 
Mstep: Class 39 contains 12846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84462544.000000 Penalty: 87286.046875
Iteration 111Q: 40 clusters Score -8.446254e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 64170 members 
Mstep: Class 2 contains 4397 members 
Mstep: Class 3 contains 51295 members 
Mstep: Class 4 contains 11135 members 
Mstep: Class 5 contains 10476 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 26792 members 
Mstep: Class 8 contains 1964 members 
Mstep: Class 9 contains 14352 members 
Mstep: Class 10 contains 71829 members 
Mstep: Class 11 contains 24903 members 
Mstep: Class 12 contains 5609 members 
Mstep: Class 13 contains 125006 members 
Mstep: Class 14 contains 115833 members 
Mstep: Class 15 contains 59465 members 
Mstep: Class 16 contains 18504 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40784 members 
Mstep: Class 19 contains 7278 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 7283 members 
Mstep: Class 22 contains 8072 members 
Mstep: Class 23 contains 59714 members 
Mstep: Class 24 contains 1984 members 
Mstep: Class 25 contains 8713 members 
Mstep: Class 26 contains 63827 members 
Mstep: Class 27 contains 1814 members 
Mstep: Class 28 contains 20935 members 
Mstep: Class 29 contains 76558 members 
Mstep: Class 30 contains 4160 members 
Mstep: Class 31 contains 1126 members 
Mstep: Class 32 contains 5386 members 
Mstep: Class 33 contains 16958 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 1865 members 
Mstep: Class 36 contains 3251 members 
Mstep: Class 37 contains 3657 members 
Mstep: Class 38 contains 1030 members 
Mstep: Class 39 contains 12880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84462472.000000 Penalty: 87286.046875
Iteration 112Q: 40 clusters Score -8.446247e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 64125 members 
Mstep: Class 2 contains 4396 members 
Mstep: Class 3 contains 51295 members 
Mstep: Class 4 contains 11138 members 
Mstep: Class 5 contains 10477 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 26842 members 
Mstep: Class 8 contains 1964 members 
Mstep: Class 9 contains 14353 members 
Mstep: Class 10 contains 71844 members 
Mstep: Class 11 contains 24908 members 
Mstep: Class 12 contains 5610 members 
Mstep: Class 13 contains 124990 members 
Mstep: Class 14 contains 115802 members 
Mstep: Class 15 contains 59462 members 
Mstep: Class 16 contains 18504 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40783 members 
Mstep: Class 19 contains 7278 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 7285 members 
Mstep: Class 22 contains 8068 members 
Mstep: Class 23 contains 59710 members 
Mstep: Class 24 contains 1986 members 
Mstep: Class 25 contains 8711 members 
Mstep: Class 26 contains 63824 members 
Mstep: Class 27 contains 1813 members 
Mstep: Class 28 contains 20922 members 
Mstep: Class 29 contains 76554 members 
Mstep: Class 30 contains 4168 members 
Mstep: Class 31 contains 1126 members 
Mstep: Class 32 contains 5385 members 
Mstep: Class 33 contains 16964 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 1865 members 
Mstep: Class 36 contains 3251 members 
Mstep: Class 37 contains 3659 members 
Mstep: Class 38 contains 1030 members 
Mstep: Class 39 contains 12912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84462464.000000 Penalty: 87286.046875
Iteration 113Q: 40 clusters Score -8.446246e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 64088 members 
Mstep: Class 2 contains 4396 members 
Mstep: Class 3 contains 51295 members 
Mstep: Class 4 contains 11141 members 
Mstep: Class 5 contains 10472 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 26880 members 
Mstep: Class 8 contains 1964 members 
Mstep: Class 9 contains 14359 members 
Mstep: Class 10 contains 71854 members 
Mstep: Class 11 contains 24907 members 
Mstep: Class 12 contains 5610 members 
Mstep: Class 13 contains 124981 members 
Mstep: Class 14 contains 115787 members 
Mstep: Class 15 contains 59459 members 
Mstep: Class 16 contains 18504 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40780 members 
Mstep: Class 19 contains 7278 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 7284 members 
Mstep: Class 22 contains 8066 members 
Mstep: Class 23 contains 59704 members 
Mstep: Class 24 contains 1989 members 
Mstep: Class 25 contains 8709 members 
Mstep: Class 26 contains 63816 members 
Mstep: Class 27 contains 1812 members 
Mstep: Class 28 contains 20912 members 
Mstep: Class 29 contains 76552 members 
Mstep: Class 30 contains 4178 members 
Mstep: Class 31 contains 1126 members 
Mstep: Class 32 contains 5384 members 
Mstep: Class 33 contains 16966 members 
Mstep: Class 34 contains 1050 members 
Mstep: Class 35 contains 1865 members 
Mstep: Class 36 contains 3252 members 
Mstep: Class 37 contains 3664 members 
Mstep: Class 38 contains 1030 members 
Mstep: Class 39 contains 12939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84462528.000000 Penalty: 87286.046875
Iteration 114Q: 40 clusters Score -8.446253e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 64055 members 
Mstep: Class 2 contains 4398 members 
Mstep: Class 3 contains 51295 members 
Mstep: Class 4 contains 11143 members 
Mstep: Class 5 contains 10468 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 26913 members 
Mstep: Class 8 contains 1964 members 
Mstep: Class 9 contains 14363 members 
Mstep: Class 10 contains 71867 members 
Mstep: Class 11 contains 24908 members 
Mstep: Class 12 contains 5609 members 
Mstep: Class 13 contains 124978 members 
Mstep: Class 14 contains 115769 members 
Mstep: Class 15 contains 59456 members 
Mstep: Class 16 contains 18504 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40780 members 
Mstep: Class 19 contains 7278 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 7283 members 
Mstep: Class 22 contains 8059 members 
Mstep: Class 23 contains 59696 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 8708 members 
Mstep: Class 26 contains 63813 members 
Mstep: Class 27 contains 1812 members 
Mstep: Class 28 contains 20905 members 
Mstep: Class 29 contains 76548 members 
Mstep: Class 30 contains 4185 members 
Mstep: Class 31 contains 1126 members 
Mstep: Class 32 contains 5384 members 
Mstep: Class 33 contains 16970 members 
Mstep: Class 34 contains 1050 members 
Mstep: Class 35 contains 1865 members 
Mstep: Class 36 contains 3252 members 
Mstep: Class 37 contains 3666 members 
Mstep: Class 38 contains 1030 members 
Mstep: Class 39 contains 12962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84462376.000000 Penalty: 87286.046875
Iteration 115Q: 40 clusters Score -8.446238e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 64031 members 
Mstep: Class 2 contains 4397 members 
Mstep: Class 3 contains 51295 members 
Mstep: Class 4 contains 11143 members 
Mstep: Class 5 contains 10468 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 26935 members 
Mstep: Class 8 contains 1964 members 
Mstep: Class 9 contains 14368 members 
Mstep: Class 10 contains 71874 members 
Mstep: Class 11 contains 24903 members 
Mstep: Class 12 contains 5610 members 
Mstep: Class 13 contains 124975 members 
Mstep: Class 14 contains 115751 members 
Mstep: Class 15 contains 59455 members 
Mstep: Class 16 contains 18504 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40780 members 
Mstep: Class 19 contains 7277 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 7283 members 
Mstep: Class 22 contains 8054 members 
Mstep: Class 23 contains 59692 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 8710 members 
Mstep: Class 26 contains 63815 members 
Mstep: Class 27 contains 1810 members 
Mstep: Class 28 contains 20897 members 
Mstep: Class 29 contains 76542 members 
Mstep: Class 30 contains 4198 members 
Mstep: Class 31 contains 1126 members 
Mstep: Class 32 contains 5385 members 
Mstep: Class 33 contains 16965 members 
Mstep: Class 34 contains 1050 members 
Mstep: Class 35 contains 1865 members 
Mstep: Class 36 contains 3252 members 
Mstep: Class 37 contains 3672 members 
Mstep: Class 38 contains 1030 members 
Mstep: Class 39 contains 12982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84462440.000000 Penalty: 87286.046875
Iteration 116Q: 40 clusters Score -8.446244e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 64005 members 
Mstep: Class 2 contains 4397 members 
Mstep: Class 3 contains 51295 members 
Mstep: Class 4 contains 11148 members 
Mstep: Class 5 contains 10467 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 26965 members 
Mstep: Class 8 contains 1965 members 
Mstep: Class 9 contains 14371 members 
Mstep: Class 10 contains 71875 members 
Mstep: Class 11 contains 24908 members 
Mstep: Class 12 contains 5612 members 
Mstep: Class 13 contains 124963 members 
Mstep: Class 14 contains 115736 members 
Mstep: Class 15 contains 59453 members 
Mstep: Class 16 contains 18504 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40780 members 
Mstep: Class 19 contains 7277 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 7283 members 
Mstep: Class 22 contains 8047 members 
Mstep: Class 23 contains 59681 members 
Mstep: Class 24 contains 1998 members 
Mstep: Class 25 contains 8711 members 
Mstep: Class 26 contains 63813 members 
Mstep: Class 27 contains 1806 members 
Mstep: Class 28 contains 20885 members 
Mstep: Class 29 contains 76544 members 
Mstep: Class 30 contains 4211 members 
Mstep: Class 31 contains 1126 members 
Mstep: Class 32 contains 5386 members 
Mstep: Class 33 contains 16962 members 
Mstep: Class 34 contains 1050 members 
Mstep: Class 35 contains 1865 members 
Mstep: Class 36 contains 3252 members 
Mstep: Class 37 contains 3678 members 
Mstep: Class 38 contains 1029 members 
Mstep: Class 39 contains 13004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84462528.000000 Penalty: 87286.046875
Iteration 117Q: 40 clusters Score -8.446253e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63990 members 
Mstep: Class 2 contains 4398 members 
Mstep: Class 3 contains 51295 members 
Mstep: Class 4 contains 11151 members 
Mstep: Class 5 contains 10468 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 26993 members 
Mstep: Class 8 contains 1964 members 
Mstep: Class 9 contains 14372 members 
Mstep: Class 10 contains 71884 members 
Mstep: Class 11 contains 24911 members 
Mstep: Class 12 contains 5615 members 
Mstep: Class 13 contains 124959 members 
Mstep: Class 14 contains 115718 members 
Mstep: Class 15 contains 59450 members 
Mstep: Class 16 contains 18503 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40780 members 
Mstep: Class 19 contains 7277 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 7281 members 
Mstep: Class 22 contains 8042 members 
Mstep: Class 23 contains 59667 members 
Mstep: Class 24 contains 1999 members 
Mstep: Class 25 contains 8710 members 
Mstep: Class 26 contains 63807 members 
Mstep: Class 27 contains 1808 members 
Mstep: Class 28 contains 20872 members 
Mstep: Class 29 contains 76541 members 
Mstep: Class 30 contains 4219 members 
Mstep: Class 31 contains 1126 members 
Mstep: Class 32 contains 5391 members 
Mstep: Class 33 contains 16952 members 
Mstep: Class 34 contains 1050 members 
Mstep: Class 35 contains 1864 members 
Mstep: Class 36 contains 3252 members 
Mstep: Class 37 contains 3694 members 
Mstep: Class 38 contains 1027 members 
Mstep: Class 39 contains 13021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84462376.000000 Penalty: 87286.046875
Iteration 118Q: 40 clusters Score -8.446238e+07 nChanged 203
Entering ConstructFrom: 
Score: -84462376.000000 Penalty: 87286.046875
Entering ConstructFrom: 
Trying to split cluster 1 (63978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63978 members 
Entering Unmasked Estep 
Score: -5877996.500000 Penalty: 1798.272827
	Iteration 0F: 2 clusters Score -5877996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -5835507.500000 Penalty: 3596.545654
	Iteration 0F: 3 clusters Score -5835508 nChanged 30158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -5853372.500000 Penalty: 3596.545654
	Iteration 1F: 3 clusters Score -5853372 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -5854935.500000 Penalty: 3596.545654
	Iteration 2F: 3 clusters Score -5854936 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42155 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -5857501.500000 Penalty: 3596.545654
	Iteration 3F: 3 clusters Score -5857502 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46483 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -5861038.500000 Penalty: 3596.545654
	Iteration 4F: 3 clusters Score -5861038 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -5865108.000000 Penalty: 3596.545654
	Iteration 5F: 3 clusters Score -5865108 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55404 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -5869041.000000 Penalty: 3596.545654
	Iteration 6F: 3 clusters Score -5869041 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58784 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -5872119.500000 Penalty: 3596.545654
	Iteration 7F: 3 clusters Score -5872120 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61087 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -5874161.000000 Penalty: 3596.545654
	Iteration 8Q: 3 clusters Score -5874161 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62431 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -5875392.000000 Penalty: 3596.545654
	Iteration 9Q: 3 clusters Score -5875392 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63093 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -5875928.500000 Penalty: 3596.545654
	Iteration 10Q: 3 clusters Score -5875928 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63356 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5876160.000000 Penalty: 3596.545654
	Iteration 11Q: 3 clusters Score -5876160 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63448 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5876292.500000 Penalty: 3596.545654
	Iteration 12Q: 3 clusters Score -5876292 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63496 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5876345.500000 Penalty: 3596.545654
	Iteration 13Q: 3 clusters Score -5876346 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63517 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5876370.000000 Penalty: 3596.545654
	Iteration 14Q: 3 clusters Score -5876370 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63538 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5876393.500000 Penalty: 3596.545654
	Iteration 15Q: 3 clusters Score -5876394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63552 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5876434.000000 Penalty: 3596.545654
	Iteration 16Q: 3 clusters Score -5876434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63567 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5876453.000000 Penalty: 3596.545654
	Iteration 17Q: 3 clusters Score -5876453 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63577 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5876471.500000 Penalty: 3596.545654
	Iteration 18Q: 3 clusters Score -5876472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63581 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5876484.000000 Penalty: 3596.545654
	Iteration 19Q: 3 clusters Score -5876484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63588 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5876490.000000 Penalty: 3596.545654
	Iteration 20F: 3 clusters Score -5876490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63590 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5876489.500000 Penalty: 3596.545654
	Iteration 21Q: 3 clusters Score -5876490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63591 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5876493.000000 Penalty: 3596.545654
	Iteration 22Q: 3 clusters Score -5876493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63595 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5876495.000000 Penalty: 3596.545654
	Iteration 23Q: 3 clusters Score -5876495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5876501.000000 Penalty: 3596.545654
	Iteration 24Q: 3 clusters Score -5876501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5876496.000000 Penalty: 3596.545654
	Iteration 25Q: 3 clusters Score -5876496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63595 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5876497.500000 Penalty: 3596.545654
	Iteration 26Q: 3 clusters Score -5876498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63596 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5876499.500000 Penalty: 3596.545654
	Iteration 27Q: 3 clusters Score -5876500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63596 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5876499.500000 Penalty: 3596.545654
	Iteration 28F: 3 clusters Score -5876500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Entering Unmasked Estep 
Score: -384999.125000 Penalty: 1363.160156
	Iteration 0F: 2 clusters Score -384999.1 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 2138 members 
Entering Unmasked Estep 
Score: -381422.062500 Penalty: 2726.320312
	Iteration 0F: 3 clusters Score -381422.1 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -382432.093750 Penalty: 2726.320312
	Iteration 1F: 3 clusters Score -382432.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -382602.031250 Penalty: 2726.320312
	Iteration 2F: 3 clusters Score -382602 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -382703.156250 Penalty: 2726.320312
	Iteration 3Q: 3 clusters Score -382703.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -382794.156250 Penalty: 2726.320312
	Iteration 4Q: 3 clusters Score -382794.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -382883.906250 Penalty: 2726.320312
	Iteration 5Q: 3 clusters Score -382883.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -382973.593750 Penalty: 2726.320312
	Iteration 6Q: 3 clusters Score -382973.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -383078.468750 Penalty: 2726.320312
	Iteration 7Q: 3 clusters Score -383078.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -383190.968750 Penalty: 2726.320312
	Iteration 8Q: 3 clusters Score -383191 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -383295.000000 Penalty: 2726.320312
	Iteration 9Q: 3 clusters Score -383295 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -383413.250000 Penalty: 2726.320312
	Iteration 10Q: 3 clusters Score -383413.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -383550.218750 Penalty: 2726.320312
	Iteration 11Q: 3 clusters Score -383550.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -383658.093750 Penalty: 2726.320312
	Iteration 12Q: 3 clusters Score -383658.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -383726.906250 Penalty: 2726.320312
	Iteration 13Q: 3 clusters Score -383726.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -383803.437500 Penalty: 2726.320312
	Iteration 14Q: 3 clusters Score -383803.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -383878.593750 Penalty: 2726.320312
	Iteration 15Q: 3 clusters Score -383878.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -383947.781250 Penalty: 2726.320312
	Iteration 16Q: 3 clusters Score -383947.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -384000.437500 Penalty: 2726.320312
	Iteration 17Q: 3 clusters Score -384000.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -384050.781250 Penalty: 2726.320312
	Iteration 18Q: 3 clusters Score -384050.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -384096.812500 Penalty: 2726.320312
	Iteration 19Q: 3 clusters Score -384096.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -384134.937500 Penalty: 2726.320312
	Iteration 20F: 3 clusters Score -384134.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -384157.500000 Penalty: 2726.320312
	Iteration 21Q: 3 clusters Score -384157.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -384168.750000 Penalty: 2726.320312
	Iteration 22Q: 3 clusters Score -384168.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -384173.906250 Penalty: 2726.320312
	Iteration 23Q: 3 clusters Score -384173.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -384178.437500 Penalty: 2726.320312
	Iteration 24Q: 3 clusters Score -384178.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -384183.625000 Penalty: 2726.320312
	Iteration 25Q: 3 clusters Score -384183.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -384186.718750 Penalty: 2726.320312
	Iteration 26Q: 3 clusters Score -384186.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -384190.500000 Penalty: 2726.320312
	Iteration 27Q: 3 clusters Score -384190.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -384192.531250 Penalty: 2726.320312
	Iteration 28Q: 3 clusters Score -384192.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -384193.250000 Penalty: 2726.320312
	Iteration 29Q: 3 clusters Score -384193.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -384193.562500 Penalty: 2726.320312
	Iteration 30Q: 3 clusters Score -384193.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -384194.781250 Penalty: 2726.320312
	Iteration 31Q: 3 clusters Score -384194.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -384195.125000 Penalty: 2726.320312
	Iteration 32Q: 3 clusters Score -384195.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -384195.125000 Penalty: 2726.320312
	Iteration 33F: 3 clusters Score -384195.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (51295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51295 members 
Entering Unmasked Estep 
Score: -4598131.000000 Penalty: 1762.369141
	Iteration 0F: 2 clusters Score -4598131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -4563895.000000 Penalty: 3524.738281
	Iteration 0F: 3 clusters Score -4563895 nChanged 23864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -4577358.000000 Penalty: 3524.738281
	Iteration 1F: 3 clusters Score -4577358 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -4577984.000000 Penalty: 3524.738281
	Iteration 2Q: 3 clusters Score -4577984 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -4578689.000000 Penalty: 3524.738281
	Iteration 3Q: 3 clusters Score -4578689 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -4579495.500000 Penalty: 3524.738281
	Iteration 4Q: 3 clusters Score -4579496 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -4580536.000000 Penalty: 3524.738281
	Iteration 5Q: 3 clusters Score -4580536 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -4581626.500000 Penalty: 3524.738281
	Iteration 6Q: 3 clusters Score -4581626 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -4583029.000000 Penalty: 3524.738281
	Iteration 7F: 3 clusters Score -4583029 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -4584805.000000 Penalty: 3524.738281
	Iteration 8F: 3 clusters Score -4584805 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -4587000.500000 Penalty: 3524.738281
	Iteration 9F: 3 clusters Score -4587000 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -4589452.500000 Penalty: 3524.738281
	Iteration 10F: 3 clusters Score -4589452 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -4591648.000000 Penalty: 3524.738281
	Iteration 11F: 3 clusters Score -4591648 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -4593303.000000 Penalty: 3524.738281
	Iteration 12Q: 3 clusters Score -4593303 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -4594491.000000 Penalty: 3524.738281
	Iteration 13Q: 3 clusters Score -4594491 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -4595373.000000 Penalty: 3524.738281
	Iteration 14Q: 3 clusters Score -4595373 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -4596055.000000 Penalty: 3524.738281
	Iteration 15Q: 3 clusters Score -4596055 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -4596393.500000 Penalty: 3524.738281
	Iteration 16Q: 3 clusters Score -4596394 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46732 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -4596663.000000 Penalty: 3524.738281
	Iteration 17Q: 3 clusters Score -4596663 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -4596829.500000 Penalty: 3524.738281
	Iteration 18Q: 3 clusters Score -4596830 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -4596952.500000 Penalty: 3524.738281
	Iteration 19Q: 3 clusters Score -4596952 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47623 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -4597108.500000 Penalty: 3524.738281
	Iteration 20F: 3 clusters Score -4597108 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -4597234.000000 Penalty: 3524.738281
	Iteration 21Q: 3 clusters Score -4597234 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48073 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -4597355.000000 Penalty: 3524.738281
	Iteration 22Q: 3 clusters Score -4597355 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -4597484.000000 Penalty: 3524.738281
	Iteration 23Q: 3 clusters Score -4597484 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48423 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -4597598.500000 Penalty: 3524.738281
	Iteration 24Q: 3 clusters Score -4597598 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -4597692.500000 Penalty: 3524.738281
	Iteration 25Q: 3 clusters Score -4597692 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48654 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -4597728.500000 Penalty: 3524.738281
	Iteration 26Q: 3 clusters Score -4597728 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48744 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -4597766.500000 Penalty: 3524.738281
	Iteration 27Q: 3 clusters Score -4597766 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48830 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -4597817.500000 Penalty: 3524.738281
	Iteration 28Q: 3 clusters Score -4597818 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48897 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -4597828.500000 Penalty: 3524.738281
	Iteration 29Q: 3 clusters Score -4597828 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48952 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -4597838.500000 Penalty: 3524.738281
	Iteration 30Q: 3 clusters Score -4597838 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -4597873.500000 Penalty: 3524.738281
	Iteration 31Q: 3 clusters Score -4597874 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49021 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -4597877.500000 Penalty: 3524.738281
	Iteration 32Q: 3 clusters Score -4597878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -4597880.500000 Penalty: 3524.738281
	Iteration 33Q: 3 clusters Score -4597880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49062 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -4597884.500000 Penalty: 3524.738281
	Iteration 34Q: 3 clusters Score -4597884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49068 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -4597887.000000 Penalty: 3524.738281
	Iteration 35Q: 3 clusters Score -4597887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49071 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -4597888.000000 Penalty: 3524.738281
	Iteration 36Q: 3 clusters Score -4597888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49071 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -4597887.000000 Penalty: 3524.738281
	Iteration 37Q: 3 clusters Score -4597887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49073 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -4597886.500000 Penalty: 3524.738281
	Iteration 38Q: 3 clusters Score -4597886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49073 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -4597888.500000 Penalty: 3524.738281
	Iteration 39Q: 3 clusters Score -4597888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49073 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -4597888.500000 Penalty: 3524.738281
	Iteration 40F: 3 clusters Score -4597888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Entering Unmasked Estep 
Score: -988668.625000 Penalty: 1514.427368
	Iteration 0F: 2 clusters Score -988668.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -980755.812500 Penalty: 3028.854736
	Iteration 0F: 3 clusters Score -980755.8 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -983528.687500 Penalty: 3028.854736
	Iteration 1F: 3 clusters Score -983528.7 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -983906.250000 Penalty: 3028.854736
	Iteration 2F: 3 clusters Score -983906.2 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -984317.937500 Penalty: 3028.854736
	Iteration 3F: 3 clusters Score -984317.9 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -984807.125000 Penalty: 3028.854736
	Iteration 4F: 3 clusters Score -984807.1 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -985342.125000 Penalty: 3028.854736
	Iteration 5F: 3 clusters Score -985342.1 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -985935.562500 Penalty: 3028.854736
	Iteration 6F: 3 clusters Score -985935.6 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -986472.875000 Penalty: 3028.854736
	Iteration 7F: 3 clusters Score -986472.9 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -986917.937500 Penalty: 3028.854736
	Iteration 8F: 3 clusters Score -986917.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -987210.687500 Penalty: 3028.854736
	Iteration 9Q: 3 clusters Score -987210.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -987353.312500 Penalty: 3028.854736
	Iteration 10Q: 3 clusters Score -987353.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -987416.437500 Penalty: 3028.854736
	Iteration 11Q: 3 clusters Score -987416.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -987459.000000 Penalty: 3028.854736
	Iteration 12Q: 3 clusters Score -987459 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -987494.812500 Penalty: 3028.854736
	Iteration 13Q: 3 clusters Score -987494.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -987523.125000 Penalty: 3028.854736
	Iteration 14Q: 3 clusters Score -987523.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -987546.625000 Penalty: 3028.854736
	Iteration 15Q: 3 clusters Score -987546.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -987564.625000 Penalty: 3028.854736
	Iteration 16Q: 3 clusters Score -987564.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -987585.500000 Penalty: 3028.854736
	Iteration 17Q: 3 clusters Score -987585.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -987599.812500 Penalty: 3028.854736
	Iteration 18Q: 3 clusters Score -987599.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -987610.750000 Penalty: 3028.854736
	Iteration 19Q: 3 clusters Score -987610.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -987621.937500 Penalty: 3028.854736
	Iteration 20F: 3 clusters Score -987621.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -987633.375000 Penalty: 3028.854736
	Iteration 21Q: 3 clusters Score -987633.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -987647.187500 Penalty: 3028.854736
	Iteration 22Q: 3 clusters Score -987647.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -987664.875000 Penalty: 3028.854736
	Iteration 23Q: 3 clusters Score -987664.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -987680.125000 Penalty: 3028.854736
	Iteration 24Q: 3 clusters Score -987680.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -987697.187500 Penalty: 3028.854736
	Iteration 25Q: 3 clusters Score -987697.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -987716.125000 Penalty: 3028.854736
	Iteration 26Q: 3 clusters Score -987716.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -987748.000000 Penalty: 3028.854736
	Iteration 27Q: 3 clusters Score -987748 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -987772.000000 Penalty: 3028.854736
	Iteration 28Q: 3 clusters Score -987772 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -987792.000000 Penalty: 3028.854736
	Iteration 29Q: 3 clusters Score -987792 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -987811.750000 Penalty: 3028.854736
	Iteration 30Q: 3 clusters Score -987811.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -987825.375000 Penalty: 3028.854736
	Iteration 31Q: 3 clusters Score -987825.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -987842.687500 Penalty: 3028.854736
	Iteration 32Q: 3 clusters Score -987842.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -987852.875000 Penalty: 3028.854736
	Iteration 33Q: 3 clusters Score -987852.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -987860.312500 Penalty: 3028.854736
	Iteration 34Q: 3 clusters Score -987860.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -987871.562500 Penalty: 3028.854736
	Iteration 35Q: 3 clusters Score -987871.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -987876.062500 Penalty: 3028.854736
	Iteration 36Q: 3 clusters Score -987876.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -987881.812500 Penalty: 3028.854736
	Iteration 37Q: 3 clusters Score -987881.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -987886.437500 Penalty: 3028.854736
	Iteration 38Q: 3 clusters Score -987886.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -987890.250000 Penalty: 3028.854736
	Iteration 39Q: 3 clusters Score -987890.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -987897.062500 Penalty: 3028.854736
	Iteration 40F: 3 clusters Score -987897.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -987906.312500 Penalty: 3028.854736
	Iteration 41Q: 3 clusters Score -987906.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -987912.812500 Penalty: 3028.854736
	Iteration 42Q: 3 clusters Score -987912.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -987919.187500 Penalty: 3028.854736
	Iteration 43Q: 3 clusters Score -987919.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -987927.062500 Penalty: 3028.854736
	Iteration 44Q: 3 clusters Score -987927.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -987935.312500 Penalty: 3028.854736
	Iteration 45Q: 3 clusters Score -987935.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -987940.750000 Penalty: 3028.854736
	Iteration 46Q: 3 clusters Score -987940.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -987951.000000 Penalty: 3028.854736
	Iteration 47Q: 3 clusters Score -987951 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -987967.625000 Penalty: 3028.854736
	Iteration 48Q: 3 clusters Score -987967.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -987979.562500 Penalty: 3028.854736
	Iteration 49Q: 3 clusters Score -987979.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -987992.437500 Penalty: 3028.854736
	Iteration 50Q: 3 clusters Score -987992.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -987996.875000 Penalty: 3028.854736
	Iteration 51Q: 3 clusters Score -987996.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -988004.437500 Penalty: 3028.854736
	Iteration 52Q: 3 clusters Score -988004.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -988010.250000 Penalty: 3028.854736
	Iteration 53Q: 3 clusters Score -988010.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -988013.062500 Penalty: 3028.854736
	Iteration 54Q: 3 clusters Score -988013.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -988015.125000 Penalty: 3028.854736
	Iteration 55Q: 3 clusters Score -988015.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -988017.562500 Penalty: 3028.854736
	Iteration 56Q: 3 clusters Score -988017.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -988022.062500 Penalty: 3028.854736
	Iteration 57Q: 3 clusters Score -988022.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -988025.500000 Penalty: 3028.854736
	Iteration 58Q: 3 clusters Score -988025.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -988027.125000 Penalty: 3028.854736
	Iteration 59Q: 3 clusters Score -988027.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -988027.937500 Penalty: 3028.854736
	Iteration 60F: 3 clusters Score -988027.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -988025.937500 Penalty: 3028.854736
	Iteration 61Q: 3 clusters Score -988025.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -988029.312500 Penalty: 3028.854736
	Iteration 62Q: 3 clusters Score -988029.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -988029.187500 Penalty: 3028.854736
	Iteration 63Q: 3 clusters Score -988029.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -988033.187500 Penalty: 3028.854736
	Iteration 64Q: 3 clusters Score -988033.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -988034.125000 Penalty: 3028.854736
	Iteration 65Q: 3 clusters Score -988034.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -988036.125000 Penalty: 3028.854736
	Iteration 66Q: 3 clusters Score -988036.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -988036.062500 Penalty: 3028.854736
	Iteration 67Q: 3 clusters Score -988036.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -988038.000000 Penalty: 3028.854736
	Iteration 68Q: 3 clusters Score -988038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -988037.250000 Penalty: 3028.854736
	Iteration 69Q: 3 clusters Score -988037.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -988036.687500 Penalty: 3028.854736
	Iteration 70Q: 3 clusters Score -988036.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -988036.812500 Penalty: 3028.854736
	Iteration 71Q: 3 clusters Score -988036.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -988039.875000 Penalty: 3028.854736
	Iteration 72Q: 3 clusters Score -988039.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -988041.875000 Penalty: 3028.854736
	Iteration 73Q: 3 clusters Score -988041.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -988041.750000 Penalty: 3028.854736
	Iteration 74Q: 3 clusters Score -988041.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -988041.625000 Penalty: 3028.854736
	Iteration 75Q: 3 clusters Score -988041.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -988041.875000 Penalty: 3028.854736
	Iteration 76Q: 3 clusters Score -988041.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -988043.500000 Penalty: 3028.854736
	Iteration 77Q: 3 clusters Score -988043.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -988043.812500 Penalty: 3028.854736
	Iteration 78Q: 3 clusters Score -988043.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -988043.312500 Penalty: 3028.854736
	Iteration 79Q: 3 clusters Score -988043.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -988044.687500 Penalty: 3028.854736
	Iteration 80F: 3 clusters Score -988044.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -988045.375000 Penalty: 3028.854736
	Iteration 81Q: 3 clusters Score -988045.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -988046.125000 Penalty: 3028.854736
	Iteration 82Q: 3 clusters Score -988046.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -988046.125000 Penalty: 3028.854736
	Iteration 83F: 3 clusters Score -988046.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Entering Unmasked Estep 
Score: -972720.000000 Penalty: 1504.050659
	Iteration 0F: 2 clusters Score -972720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -965373.687500 Penalty: 3008.101318
	Iteration 0F: 3 clusters Score -965373.7 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -967734.187500 Penalty: 3008.101318
	Iteration 1F: 3 clusters Score -967734.2 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -967994.437500 Penalty: 3008.101318
	Iteration 2F: 3 clusters Score -967994.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -968234.625000 Penalty: 3008.101318
	Iteration 3Q: 3 clusters Score -968234.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -968475.687500 Penalty: 3008.101318
	Iteration 4Q: 3 clusters Score -968475.7 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -968731.937500 Penalty: 3008.101318
	Iteration 5Q: 3 clusters Score -968731.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -969043.375000 Penalty: 3008.101318
	Iteration 6F: 3 clusters Score -969043.4 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -969464.562500 Penalty: 3008.101318
	Iteration 7F: 3 clusters Score -969464.6 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -969980.125000 Penalty: 3008.101318
	Iteration 8F: 3 clusters Score -969980.1 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -970485.687500 Penalty: 3008.101318
	Iteration 9F: 3 clusters Score -970485.7 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -970792.687500 Penalty: 3008.101318
	Iteration 10Q: 3 clusters Score -970792.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -970947.562500 Penalty: 3008.101318
	Iteration 11Q: 3 clusters Score -970947.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -971032.937500 Penalty: 3008.101318
	Iteration 12Q: 3 clusters Score -971032.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -971099.125000 Penalty: 3008.101318
	Iteration 13Q: 3 clusters Score -971099.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -971144.250000 Penalty: 3008.101318
	Iteration 14Q: 3 clusters Score -971144.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -971179.375000 Penalty: 3008.101318
	Iteration 15Q: 3 clusters Score -971179.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -971208.312500 Penalty: 3008.101318
	Iteration 16Q: 3 clusters Score -971208.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -971243.937500 Penalty: 3008.101318
	Iteration 17Q: 3 clusters Score -971243.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -971276.687500 Penalty: 3008.101318
	Iteration 18Q: 3 clusters Score -971276.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -971304.500000 Penalty: 3008.101318
	Iteration 19Q: 3 clusters Score -971304.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -971334.312500 Penalty: 3008.101318
	Iteration 20F: 3 clusters Score -971334.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -971362.937500 Penalty: 3008.101318
	Iteration 21Q: 3 clusters Score -971362.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -971384.812500 Penalty: 3008.101318
	Iteration 22Q: 3 clusters Score -971384.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -971407.812500 Penalty: 3008.101318
	Iteration 23Q: 3 clusters Score -971407.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -971428.625000 Penalty: 3008.101318
	Iteration 24Q: 3 clusters Score -971428.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -971454.375000 Penalty: 3008.101318
	Iteration 25Q: 3 clusters Score -971454.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -971475.812500 Penalty: 3008.101318
	Iteration 26Q: 3 clusters Score -971475.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -971505.250000 Penalty: 3008.101318
	Iteration 27Q: 3 clusters Score -971505.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -971526.937500 Penalty: 3008.101318
	Iteration 28Q: 3 clusters Score -971526.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -971539.000000 Penalty: 3008.101318
	Iteration 29Q: 3 clusters Score -971539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -971544.562500 Penalty: 3008.101318
	Iteration 30Q: 3 clusters Score -971544.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -971549.875000 Penalty: 3008.101318
	Iteration 31Q: 3 clusters Score -971549.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -971551.687500 Penalty: 3008.101318
	Iteration 32Q: 3 clusters Score -971551.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -971556.750000 Penalty: 3008.101318
	Iteration 33Q: 3 clusters Score -971556.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -971561.812500 Penalty: 3008.101318
	Iteration 34Q: 3 clusters Score -971561.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -971567.500000 Penalty: 3008.101318
	Iteration 35Q: 3 clusters Score -971567.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -971574.000000 Penalty: 3008.101318
	Iteration 36Q: 3 clusters Score -971574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -971578.750000 Penalty: 3008.101318
	Iteration 37Q: 3 clusters Score -971578.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -971582.750000 Penalty: 3008.101318
	Iteration 38Q: 3 clusters Score -971582.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -971587.687500 Penalty: 3008.101318
	Iteration 39Q: 3 clusters Score -971587.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -971593.875000 Penalty: 3008.101318
	Iteration 40F: 3 clusters Score -971593.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -971597.750000 Penalty: 3008.101318
	Iteration 41Q: 3 clusters Score -971597.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -971602.562500 Penalty: 3008.101318
	Iteration 42Q: 3 clusters Score -971602.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -971605.312500 Penalty: 3008.101318
	Iteration 43Q: 3 clusters Score -971605.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -971608.125000 Penalty: 3008.101318
	Iteration 44Q: 3 clusters Score -971608.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -971607.187500 Penalty: 3008.101318
	Iteration 45Q: 3 clusters Score -971607.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -971608.375000 Penalty: 3008.101318
	Iteration 46Q: 3 clusters Score -971608.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -971608.562500 Penalty: 3008.101318
	Iteration 47Q: 3 clusters Score -971608.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -971608.562500 Penalty: 3008.101318
	Iteration 48F: 3 clusters Score -971608.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Entering Unmasked Estep 
Score: -158606.015625 Penalty: 1244.538696
	Iteration 0F: 2 clusters Score -158606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -156477.015625 Penalty: 2489.077393
	Iteration 0F: 3 clusters Score -156477 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -157131.406250 Penalty: 2489.077393
	Iteration 1F: 3 clusters Score -157131.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -157386.859375 Penalty: 2489.077393
	Iteration 2F: 3 clusters Score -157386.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -157660.328125 Penalty: 2489.077393
	Iteration 3F: 3 clusters Score -157660.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -157928.750000 Penalty: 2489.077393
	Iteration 4F: 3 clusters Score -157928.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -158176.937500 Penalty: 2489.077393
	Iteration 5F: 3 clusters Score -158176.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -158392.546875 Penalty: 2489.077393
	Iteration 6F: 3 clusters Score -158392.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -158538.265625 Penalty: 2489.077393
	Iteration 7Q: 3 clusters Score -158538.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -158612.187500 Penalty: 2489.077393
	Iteration 8Q: 3 clusters Score -158612.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -158639.093750 Penalty: 2489.077393
	Iteration 9Q: 3 clusters Score -158639.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -158651.687500 Penalty: 2489.077393
	Iteration 10Q: 3 clusters Score -158651.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -158663.203125 Penalty: 2489.077393
	Iteration 11Q: 3 clusters Score -158663.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -158679.453125 Penalty: 2489.077393
	Iteration 12Q: 3 clusters Score -158679.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -158689.562500 Penalty: 2489.077393
	Iteration 13Q: 3 clusters Score -158689.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -158694.875000 Penalty: 2489.077393
	Iteration 14Q: 3 clusters Score -158694.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -158697.859375 Penalty: 2489.077393
	Iteration 15Q: 3 clusters Score -158697.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -158698.546875 Penalty: 2489.077393
	Iteration 16Q: 3 clusters Score -158698.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -158699.687500 Penalty: 2489.077393
	Iteration 17Q: 3 clusters Score -158699.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -158701.656250 Penalty: 2489.077393
	Iteration 18Q: 3 clusters Score -158701.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -158703.484375 Penalty: 2489.077393
	Iteration 19Q: 3 clusters Score -158703.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -158705.781250 Penalty: 2489.077393
	Iteration 20F: 3 clusters Score -158705.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -158707.125000 Penalty: 2489.077393
	Iteration 21Q: 3 clusters Score -158707.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -158707.828125 Penalty: 2489.077393
	Iteration 22Q: 3 clusters Score -158707.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -158707.828125 Penalty: 2489.077393
	Iteration 23F: 3 clusters Score -158707.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63978 members 
Mstep: Class 2 contains 4397 members 
Mstep: Class 3 contains 51295 members 
Mstep: Class 4 contains 11154 members 
Mstep: Class 5 contains 10464 members 
Mstep: Class 6 contains 623 members 
Mstep: Class 7 contains 27026 members 
Mstep: Class 8 contains 1964 members 
Mstep: Class 9 contains 14377 members 
Mstep: Class 10 contains 71895 members 
Mstep: Class 11 contains 24913 members 
Mstep: Class 12 contains 5615 members 
Mstep: Class 13 contains 124951 members 
Mstep: Class 14 contains 115699 members 
Mstep: Class 15 contains 59449 members 
Mstep: Class 16 contains 18503 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40780 members 
Mstep: Class 19 contains 7278 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 7283 members 
Mstep: Class 22 contains 8038 members 
Mstep: Class 23 contains 59652 members 
Mstep: Class 24 contains 1998 members 
Mstep: Class 25 contains 8709 members 
Mstep: Class 26 contains 63807 members 
Mstep: Class 27 contains 1805 members 
Mstep: Class 28 contains 20859 members 
Mstep: Class 29 contains 76538 members 
Mstep: Class 30 contains 4224 members 
Mstep: Class 31 contains 1126 members 
Mstep: Class 32 contains 5391 members 
Mstep: Class 33 contains 16937 members 
Mstep: Class 34 contains 1050 members 
Mstep: Class 35 contains 1864 members 
Mstep: Class 36 contains 3252 members 
Mstep: Class 37 contains 3721 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 13033 members 
Mstep: Class 40 contains 1496 members 
Entering Unmasked Estep 
Score: -84461424.000000 Penalty: 89524.148438
Splitting cluster 6 changes total score from -84462376.000000 to -84461424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (27026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Entering Unmasked Estep 
Score: -2502893.000000 Penalty: 1658.240112
	Iteration 0F: 2 clusters Score -2502893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2484655.000000 Penalty: 3316.480225
	Iteration 0F: 3 clusters Score -2484655 nChanged 12420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2491645.500000 Penalty: 3316.480225
	Iteration 1F: 3 clusters Score -2491646 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -2492095.000000 Penalty: 3316.480225
	Iteration 2Q: 3 clusters Score -2492095 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -2492573.000000 Penalty: 3316.480225
	Iteration 3Q: 3 clusters Score -2492573 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2493213.000000 Penalty: 3316.480225
	Iteration 4Q: 3 clusters Score -2493213 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2494053.750000 Penalty: 3316.480225
	Iteration 5F: 3 clusters Score -2494054 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -2495103.250000 Penalty: 3316.480225
	Iteration 6F: 3 clusters Score -2495103 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -2496326.500000 Penalty: 3316.480225
	Iteration 7F: 3 clusters Score -2496326 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -2497485.000000 Penalty: 3316.480225
	Iteration 8F: 3 clusters Score -2497485 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -2498469.750000 Penalty: 3316.480225
	Iteration 9Q: 3 clusters Score -2498470 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -2499228.500000 Penalty: 3316.480225
	Iteration 10Q: 3 clusters Score -2499228 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -2499718.750000 Penalty: 3316.480225
	Iteration 11Q: 3 clusters Score -2499719 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -2500050.000000 Penalty: 3316.480225
	Iteration 12Q: 3 clusters Score -2500050 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -2500318.250000 Penalty: 3316.480225
	Iteration 13Q: 3 clusters Score -2500318 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -2500542.500000 Penalty: 3316.480225
	Iteration 14Q: 3 clusters Score -2500542 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -2500760.250000 Penalty: 3316.480225
	Iteration 15Q: 3 clusters Score -2500760 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -2500932.250000 Penalty: 3316.480225
	Iteration 16Q: 3 clusters Score -2500932 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -2501047.000000 Penalty: 3316.480225
	Iteration 17Q: 3 clusters Score -2501047 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -2501163.500000 Penalty: 3316.480225
	Iteration 18Q: 3 clusters Score -2501164 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -2501225.250000 Penalty: 3316.480225
	Iteration 19Q: 3 clusters Score -2501225 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -2501270.250000 Penalty: 3316.480225
	Iteration 20F: 3 clusters Score -2501270 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -2501314.750000 Penalty: 3316.480225
	Iteration 21Q: 3 clusters Score -2501315 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -2501357.000000 Penalty: 3316.480225
	Iteration 22Q: 3 clusters Score -2501357 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -2501380.750000 Penalty: 3316.480225
	Iteration 23Q: 3 clusters Score -2501381 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -2501399.750000 Penalty: 3316.480225
	Iteration 24Q: 3 clusters Score -2501400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -2501418.500000 Penalty: 3316.480225
	Iteration 25Q: 3 clusters Score -2501418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -2501433.000000 Penalty: 3316.480225
	Iteration 26Q: 3 clusters Score -2501433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -2501443.500000 Penalty: 3316.480225
	Iteration 27Q: 3 clusters Score -2501444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -2501448.750000 Penalty: 3316.480225
	Iteration 28Q: 3 clusters Score -2501449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -2501450.250000 Penalty: 3316.480225
	Iteration 29Q: 3 clusters Score -2501450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -2501451.500000 Penalty: 3316.480225
	Iteration 30Q: 3 clusters Score -2501452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -2501451.500000 Penalty: 3316.480225
	Iteration 31F: 3 clusters Score -2501452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Entering Unmasked Estep 
Score: -174913.187500 Penalty: 1232.194946
	Iteration 0F: 2 clusters Score -174913.2 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 1005 members 
Entering Unmasked Estep 
Score: -172839.859375 Penalty: 2464.389893
	Iteration 0F: 3 clusters Score -172839.9 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -173279.453125 Penalty: 2464.389893
	Iteration 1F: 3 clusters Score -173279.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -173381.953125 Penalty: 2464.389893
	Iteration 2F: 3 clusters Score -173382 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -173440.250000 Penalty: 2464.389893
	Iteration 3Q: 3 clusters Score -173440.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -173469.781250 Penalty: 2464.389893
	Iteration 4Q: 3 clusters Score -173469.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -173492.765625 Penalty: 2464.389893
	Iteration 5Q: 3 clusters Score -173492.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -173509.765625 Penalty: 2464.389893
	Iteration 6Q: 3 clusters Score -173509.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -173523.328125 Penalty: 2464.389893
	Iteration 7Q: 3 clusters Score -173523.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -173530.750000 Penalty: 2464.389893
	Iteration 8Q: 3 clusters Score -173530.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -173540.531250 Penalty: 2464.389893
	Iteration 9Q: 3 clusters Score -173540.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -173545.906250 Penalty: 2464.389893
	Iteration 10Q: 3 clusters Score -173545.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -173549.984375 Penalty: 2464.389893
	Iteration 11Q: 3 clusters Score -173550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -173551.640625 Penalty: 2464.389893
	Iteration 12Q: 3 clusters Score -173551.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -173554.078125 Penalty: 2464.389893
	Iteration 13Q: 3 clusters Score -173554.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -173558.562500 Penalty: 2464.389893
	Iteration 14Q: 3 clusters Score -173558.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -173563.015625 Penalty: 2464.389893
	Iteration 15Q: 3 clusters Score -173563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -173569.843750 Penalty: 2464.389893
	Iteration 16Q: 3 clusters Score -173569.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -173577.171875 Penalty: 2464.389893
	Iteration 17Q: 3 clusters Score -173577.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -173588.218750 Penalty: 2464.389893
	Iteration 18Q: 3 clusters Score -173588.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -173601.109375 Penalty: 2464.389893
	Iteration 19Q: 3 clusters Score -173601.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -173617.109375 Penalty: 2464.389893
	Iteration 20F: 3 clusters Score -173617.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -173629.421875 Penalty: 2464.389893
	Iteration 21Q: 3 clusters Score -173629.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -173639.875000 Penalty: 2464.389893
	Iteration 22Q: 3 clusters Score -173639.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -173651.328125 Penalty: 2464.389893
	Iteration 23Q: 3 clusters Score -173651.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -173659.828125 Penalty: 2464.389893
	Iteration 24Q: 3 clusters Score -173659.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -173665.875000 Penalty: 2464.389893
	Iteration 25Q: 3 clusters Score -173665.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -173671.984375 Penalty: 2464.389893
	Iteration 26Q: 3 clusters Score -173672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -173677.250000 Penalty: 2464.389893
	Iteration 27Q: 3 clusters Score -173677.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -173678.703125 Penalty: 2464.389893
	Iteration 28Q: 3 clusters Score -173678.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -173679.890625 Penalty: 2464.389893
	Iteration 29Q: 3 clusters Score -173679.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -173680.281250 Penalty: 2464.389893
	Iteration 30Q: 3 clusters Score -173680.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -173681.234375 Penalty: 2464.389893
	Iteration 31Q: 3 clusters Score -173681.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -173681.984375 Penalty: 2464.389893
	Iteration 32Q: 3 clusters Score -173682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -173683.578125 Penalty: 2464.389893
	Iteration 33Q: 3 clusters Score -173683.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -173684.765625 Penalty: 2464.389893
	Iteration 34Q: 3 clusters Score -173684.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -173686.062500 Penalty: 2464.389893
	Iteration 35Q: 3 clusters Score -173686.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -173687.593750 Penalty: 2464.389893
	Iteration 36Q: 3 clusters Score -173687.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -173689.390625 Penalty: 2464.389893
	Iteration 37Q: 3 clusters Score -173689.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -173691.484375 Penalty: 2464.389893
	Iteration 38Q: 3 clusters Score -173691.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -173692.515625 Penalty: 2464.389893
	Iteration 39Q: 3 clusters Score -173692.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -173692.515625 Penalty: 2464.389893
	Iteration 40F: 3 clusters Score -173692.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Entering Unmasked Estep 
Score: -1285402.125000 Penalty: 1555.675049
	Iteration 0F: 2 clusters Score -1285402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1275477.250000 Penalty: 3111.350098
	Iteration 0F: 3 clusters Score -1275477 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1278996.875000 Penalty: 3111.350098
	Iteration 1F: 3 clusters Score -1278997 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1279649.375000 Penalty: 3111.350098
	Iteration 2F: 3 clusters Score -1279649 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1280375.000000 Penalty: 3111.350098
	Iteration 3F: 3 clusters Score -1280375 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1281154.375000 Penalty: 3111.350098
	Iteration 4F: 3 clusters Score -1281154 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1282054.750000 Penalty: 3111.350098
	Iteration 5F: 3 clusters Score -1282055 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1283034.000000 Penalty: 3111.350098
	Iteration 6F: 3 clusters Score -1283034 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1283946.875000 Penalty: 3111.350098
	Iteration 7F: 3 clusters Score -1283947 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1284566.500000 Penalty: 3111.350098
	Iteration 8F: 3 clusters Score -1284566 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1284854.750000 Penalty: 3111.350098
	Iteration 9Q: 3 clusters Score -1284855 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1284985.625000 Penalty: 3111.350098
	Iteration 10Q: 3 clusters Score -1284986 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1285064.000000 Penalty: 3111.350098
	Iteration 11Q: 3 clusters Score -1285064 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1285112.000000 Penalty: 3111.350098
	Iteration 12Q: 3 clusters Score -1285112 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1285138.750000 Penalty: 3111.350098
	Iteration 13Q: 3 clusters Score -1285139 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1285153.500000 Penalty: 3111.350098
	Iteration 14Q: 3 clusters Score -1285154 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1285160.000000 Penalty: 3111.350098
	Iteration 15Q: 3 clusters Score -1285160 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1285167.750000 Penalty: 3111.350098
	Iteration 16Q: 3 clusters Score -1285168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1285169.500000 Penalty: 3111.350098
	Iteration 17Q: 3 clusters Score -1285170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1285167.500000 Penalty: 3111.350098
	Iteration 18Q: 3 clusters Score -1285168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1285165.375000 Penalty: 3111.350098
	Iteration 19Q: 3 clusters Score -1285165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1285168.500000 Penalty: 3111.350098
	Iteration 20F: 3 clusters Score -1285168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1285171.125000 Penalty: 3111.350098
	Iteration 21Q: 3 clusters Score -1285171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1285175.875000 Penalty: 3111.350098
	Iteration 22Q: 3 clusters Score -1285176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1285178.125000 Penalty: 3111.350098
	Iteration 23Q: 3 clusters Score -1285178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1285175.625000 Penalty: 3111.350098
	Iteration 24Q: 3 clusters Score -1285176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1285178.125000 Penalty: 3111.350098
	Iteration 25Q: 3 clusters Score -1285178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1285179.750000 Penalty: 3111.350098
	Iteration 26Q: 3 clusters Score -1285180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1285180.375000 Penalty: 3111.350098
	Iteration 27Q: 3 clusters Score -1285180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1285182.000000 Penalty: 3111.350098
	Iteration 28Q: 3 clusters Score -1285182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1285182.875000 Penalty: 3111.350098
	Iteration 29Q: 3 clusters Score -1285183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1285184.625000 Penalty: 3111.350098
	Iteration 30Q: 3 clusters Score -1285185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1285185.875000 Penalty: 3111.350098
	Iteration 31Q: 3 clusters Score -1285186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1285185.125000 Penalty: 3111.350098
	Iteration 32Q: 3 clusters Score -1285185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1285186.625000 Penalty: 3111.350098
	Iteration 33Q: 3 clusters Score -1285187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1285187.125000 Penalty: 3111.350098
	Iteration 34Q: 3 clusters Score -1285187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1285187.500000 Penalty: 3111.350098
	Iteration 35Q: 3 clusters Score -1285188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1285188.125000 Penalty: 3111.350098
	Iteration 36Q: 3 clusters Score -1285188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1285188.125000 Penalty: 3111.350098
	Iteration 37F: 3 clusters Score -1285188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (71895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71895 members 
Entering Unmasked Estep 
Score: -6589466.000000 Penalty: 1817.231445
	Iteration 0F: 2 clusters Score -6589466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -6541386.000000 Penalty: 3634.462891
	Iteration 0F: 3 clusters Score -6541386 nChanged 34008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -6561020.000000 Penalty: 3634.462891
	Iteration 1F: 3 clusters Score -6561020 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -6561651.000000 Penalty: 3634.462891
	Iteration 2Q: 3 clusters Score -6561651 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -6562314.500000 Penalty: 3634.462891
	Iteration 3Q: 3 clusters Score -6562314 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -6563236.500000 Penalty: 3634.462891
	Iteration 4Q: 3 clusters Score -6563236 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -6564427.500000 Penalty: 3634.462891
	Iteration 5Q: 3 clusters Score -6564428 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -6566185.500000 Penalty: 3634.462891
	Iteration 6Q: 3 clusters Score -6566186 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -6568721.000000 Penalty: 3634.462891
	Iteration 7F: 3 clusters Score -6568721 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -6571675.500000 Penalty: 3634.462891
	Iteration 8F: 3 clusters Score -6571676 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44085 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -6573996.000000 Penalty: 3634.462891
	Iteration 9F: 3 clusters Score -6573996 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -6575187.000000 Penalty: 3634.462891
	Iteration 10Q: 3 clusters Score -6575187 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45989 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -6575673.000000 Penalty: 3634.462891
	Iteration 11Q: 3 clusters Score -6575673 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46929 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -6575942.500000 Penalty: 3634.462891
	Iteration 12Q: 3 clusters Score -6575942 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47890 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -6576208.000000 Penalty: 3634.462891
	Iteration 13Q: 3 clusters Score -6576208 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -6576484.000000 Penalty: 3634.462891
	Iteration 14Q: 3 clusters Score -6576484 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49996 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -6576712.500000 Penalty: 3634.462891
	Iteration 15Q: 3 clusters Score -6576712 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51119 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -6577000.000000 Penalty: 3634.462891
	Iteration 16Q: 3 clusters Score -6577000 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52286 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -6577317.500000 Penalty: 3634.462891
	Iteration 17Q: 3 clusters Score -6577318 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53504 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -6577628.500000 Penalty: 3634.462891
	Iteration 18Q: 3 clusters Score -6577628 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54784 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -6578044.500000 Penalty: 3634.462891
	Iteration 19Q: 3 clusters Score -6578044 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56110 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -6578456.500000 Penalty: 3634.462891
	Iteration 20F: 3 clusters Score -6578456 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57454 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -6579008.500000 Penalty: 3634.462891
	Iteration 21Q: 3 clusters Score -6579008 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58941 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -6579582.500000 Penalty: 3634.462891
	Iteration 22Q: 3 clusters Score -6579582 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60455 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -6580266.500000 Penalty: 3634.462891
	Iteration 23Q: 3 clusters Score -6580266 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62004 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -6581044.000000 Penalty: 3634.462891
	Iteration 24Q: 3 clusters Score -6581044 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63581 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -6581897.000000 Penalty: 3634.462891
	Iteration 25Q: 3 clusters Score -6581897 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65120 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -6582830.000000 Penalty: 3634.462891
	Iteration 26Q: 3 clusters Score -6582830 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66521 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -6583804.000000 Penalty: 3634.462891
	Iteration 27Q: 3 clusters Score -6583804 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67825 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -6584635.500000 Penalty: 3634.462891
	Iteration 28Q: 3 clusters Score -6584636 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68957 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -6585473.500000 Penalty: 3634.462891
	Iteration 29Q: 3 clusters Score -6585474 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69930 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -6586277.000000 Penalty: 3634.462891
	Iteration 30Q: 3 clusters Score -6586277 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70684 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -6586878.500000 Penalty: 3634.462891
	Iteration 31Q: 3 clusters Score -6586878 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71150 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6587295.500000 Penalty: 3634.462891
	Iteration 32Q: 3 clusters Score -6587296 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71399 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6587503.500000 Penalty: 3634.462891
	Iteration 33Q: 3 clusters Score -6587504 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71525 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6587613.500000 Penalty: 3634.462891
	Iteration 34Q: 3 clusters Score -6587614 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71593 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6587680.500000 Penalty: 3634.462891
	Iteration 35Q: 3 clusters Score -6587680 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71625 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6587729.000000 Penalty: 3634.462891
	Iteration 36Q: 3 clusters Score -6587729 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71658 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -6587763.500000 Penalty: 3634.462891
	Iteration 37Q: 3 clusters Score -6587764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71674 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -6587798.500000 Penalty: 3634.462891
	Iteration 38Q: 3 clusters Score -6587798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71688 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -6587826.500000 Penalty: 3634.462891
	Iteration 39Q: 3 clusters Score -6587826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71696 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -6587834.500000 Penalty: 3634.462891
	Iteration 40F: 3 clusters Score -6587834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71700 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6587840.500000 Penalty: 3634.462891
	Iteration 41Q: 3 clusters Score -6587840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71701 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -6587849.000000 Penalty: 3634.462891
	Iteration 42Q: 3 clusters Score -6587849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71702 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -6587852.500000 Penalty: 3634.462891
	Iteration 43Q: 3 clusters Score -6587852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71702 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -6587854.500000 Penalty: 3634.462891
	Iteration 44Q: 3 clusters Score -6587854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71703 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -6587859.500000 Penalty: 3634.462891
	Iteration 45Q: 3 clusters Score -6587860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71703 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -6587859.500000 Penalty: 3634.462891
	Iteration 46F: 3 clusters Score -6587860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Entering Unmasked Estep 
Score: -2064228.625000 Penalty: 1645.011108
	Iteration 0F: 2 clusters Score -2064229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2047422.875000 Penalty: 3290.022217
	Iteration 0F: 3 clusters Score -2047423 nChanged 11326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2054162.375000 Penalty: 3290.022217
	Iteration 1F: 3 clusters Score -2054162 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -2055001.625000 Penalty: 3290.022217
	Iteration 2F: 3 clusters Score -2055002 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2055879.625000 Penalty: 3290.022217
	Iteration 3F: 3 clusters Score -2055880 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2056762.125000 Penalty: 3290.022217
	Iteration 4F: 3 clusters Score -2056762 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -2057608.875000 Penalty: 3290.022217
	Iteration 5F: 3 clusters Score -2057609 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2058444.000000 Penalty: 3290.022217
	Iteration 6F: 3 clusters Score -2058444 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2059168.000000 Penalty: 3290.022217
	Iteration 7Q: 3 clusters Score -2059168 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2059832.500000 Penalty: 3290.022217
	Iteration 8Q: 3 clusters Score -2059832 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2060335.750000 Penalty: 3290.022217
	Iteration 9Q: 3 clusters Score -2060336 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -2060638.125000 Penalty: 3290.022217
	Iteration 10Q: 3 clusters Score -2060638 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2060835.000000 Penalty: 3290.022217
	Iteration 11Q: 3 clusters Score -2060835 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -2060969.375000 Penalty: 3290.022217
	Iteration 12Q: 3 clusters Score -2060969 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2061097.500000 Penalty: 3290.022217
	Iteration 13Q: 3 clusters Score -2061098 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2061193.875000 Penalty: 3290.022217
	Iteration 14Q: 3 clusters Score -2061194 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -2061288.000000 Penalty: 3290.022217
	Iteration 15Q: 3 clusters Score -2061288 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -2061379.750000 Penalty: 3290.022217
	Iteration 16Q: 3 clusters Score -2061380 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2061442.125000 Penalty: 3290.022217
	Iteration 17Q: 3 clusters Score -2061442 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2061524.375000 Penalty: 3290.022217
	Iteration 18Q: 3 clusters Score -2061524 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2061604.250000 Penalty: 3290.022217
	Iteration 19Q: 3 clusters Score -2061604 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2061690.250000 Penalty: 3290.022217
	Iteration 20F: 3 clusters Score -2061690 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2061774.875000 Penalty: 3290.022217
	Iteration 21Q: 3 clusters Score -2061775 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -2061872.000000 Penalty: 3290.022217
	Iteration 22Q: 3 clusters Score -2061872 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2061952.875000 Penalty: 3290.022217
	Iteration 23Q: 3 clusters Score -2061953 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -2062036.750000 Penalty: 3290.022217
	Iteration 24Q: 3 clusters Score -2062037 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -2062138.125000 Penalty: 3290.022217
	Iteration 25Q: 3 clusters Score -2062138 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2062252.875000 Penalty: 3290.022217
	Iteration 26Q: 3 clusters Score -2062253 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2062379.750000 Penalty: 3290.022217
	Iteration 27Q: 3 clusters Score -2062380 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2062481.250000 Penalty: 3290.022217
	Iteration 28Q: 3 clusters Score -2062481 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2062592.500000 Penalty: 3290.022217
	Iteration 29Q: 3 clusters Score -2062592 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2062734.500000 Penalty: 3290.022217
	Iteration 30Q: 3 clusters Score -2062734 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2062902.125000 Penalty: 3290.022217
	Iteration 31Q: 3 clusters Score -2062902 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2063048.375000 Penalty: 3290.022217
	Iteration 32Q: 3 clusters Score -2063048 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2063160.750000 Penalty: 3290.022217
	Iteration 33Q: 3 clusters Score -2063161 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2063233.125000 Penalty: 3290.022217
	Iteration 34Q: 3 clusters Score -2063233 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2063299.875000 Penalty: 3290.022217
	Iteration 35Q: 3 clusters Score -2063300 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2063362.500000 Penalty: 3290.022217
	Iteration 36Q: 3 clusters Score -2063362 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2063421.250000 Penalty: 3290.022217
	Iteration 37Q: 3 clusters Score -2063421 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2063463.375000 Penalty: 3290.022217
	Iteration 38Q: 3 clusters Score -2063463 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2063499.625000 Penalty: 3290.022217
	Iteration 39Q: 3 clusters Score -2063500 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2063532.000000 Penalty: 3290.022217
	Iteration 40F: 3 clusters Score -2063532 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2063554.250000 Penalty: 3290.022217
	Iteration 41Q: 3 clusters Score -2063554 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2063580.000000 Penalty: 3290.022217
	Iteration 42Q: 3 clusters Score -2063580 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2063601.375000 Penalty: 3290.022217
	Iteration 43Q: 3 clusters Score -2063601 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2063608.250000 Penalty: 3290.022217
	Iteration 44Q: 3 clusters Score -2063608 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2063623.250000 Penalty: 3290.022217
	Iteration 45Q: 3 clusters Score -2063623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2063631.125000 Penalty: 3290.022217
	Iteration 46Q: 3 clusters Score -2063631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2063639.250000 Penalty: 3290.022217
	Iteration 47Q: 3 clusters Score -2063639 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2063644.500000 Penalty: 3290.022217
	Iteration 48Q: 3 clusters Score -2063644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2063659.500000 Penalty: 3290.022217
	Iteration 49Q: 3 clusters Score -2063660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2063668.375000 Penalty: 3290.022217
	Iteration 50Q: 3 clusters Score -2063668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2063677.125000 Penalty: 3290.022217
	Iteration 51Q: 3 clusters Score -2063677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2063682.625000 Penalty: 3290.022217
	Iteration 52Q: 3 clusters Score -2063683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2063686.125000 Penalty: 3290.022217
	Iteration 53Q: 3 clusters Score -2063686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2063685.750000 Penalty: 3290.022217
	Iteration 54Q: 3 clusters Score -2063686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2063689.750000 Penalty: 3290.022217
	Iteration 55Q: 3 clusters Score -2063690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2063696.875000 Penalty: 3290.022217
	Iteration 56Q: 3 clusters Score -2063697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2063699.250000 Penalty: 3290.022217
	Iteration 57Q: 3 clusters Score -2063699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2063701.875000 Penalty: 3290.022217
	Iteration 58Q: 3 clusters Score -2063702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2063698.250000 Penalty: 3290.022217
	Iteration 59Q: 3 clusters Score -2063698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2063693.250000 Penalty: 3290.022217
	Iteration 60F: 3 clusters Score -2063693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2063694.125000 Penalty: 3290.022217
	Iteration 61Q: 3 clusters Score -2063694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2063696.125000 Penalty: 3290.022217
	Iteration 62Q: 3 clusters Score -2063696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2063699.125000 Penalty: 3290.022217
	Iteration 63Q: 3 clusters Score -2063699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2063701.500000 Penalty: 3290.022217
	Iteration 64Q: 3 clusters Score -2063702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2063702.875000 Penalty: 3290.022217
	Iteration 65Q: 3 clusters Score -2063703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2063705.625000 Penalty: 3290.022217
	Iteration 66Q: 3 clusters Score -2063706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2063707.250000 Penalty: 3290.022217
	Iteration 67Q: 3 clusters Score -2063707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2063706.375000 Penalty: 3290.022217
	Iteration 68Q: 3 clusters Score -2063706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2063705.250000 Penalty: 3290.022217
	Iteration 69Q: 3 clusters Score -2063705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2063706.750000 Penalty: 3290.022217
	Iteration 70Q: 3 clusters Score -2063707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2063708.250000 Penalty: 3290.022217
	Iteration 71Q: 3 clusters Score -2063708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2063708.250000 Penalty: 3290.022217
	Iteration 72F: 3 clusters Score -2063708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Entering Unmasked Estep 
Score: -515640.906250 Penalty: 1402.894531
	Iteration 0F: 2 clusters Score -515640.9 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 2788 members 
Entering Unmasked Estep 
Score: -511191.218750 Penalty: 2805.789062
	Iteration 0F: 3 clusters Score -511191.2 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -512400.906250 Penalty: 2805.789062
	Iteration 1F: 3 clusters Score -512400.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -512564.843750 Penalty: 2805.789062
	Iteration 2F: 3 clusters Score -512564.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -512683.531250 Penalty: 2805.789062
	Iteration 3F: 3 clusters Score -512683.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -512758.781250 Penalty: 2805.789062
	Iteration 4Q: 3 clusters Score -512758.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -512819.406250 Penalty: 2805.789062
	Iteration 5Q: 3 clusters Score -512819.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -512860.656250 Penalty: 2805.789062
	Iteration 6Q: 3 clusters Score -512860.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -512891.843750 Penalty: 2805.789062
	Iteration 7Q: 3 clusters Score -512891.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -512917.500000 Penalty: 2805.789062
	Iteration 8Q: 3 clusters Score -512917.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -512940.312500 Penalty: 2805.789062
	Iteration 9Q: 3 clusters Score -512940.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -512961.406250 Penalty: 2805.789062
	Iteration 10Q: 3 clusters Score -512961.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -512987.281250 Penalty: 2805.789062
	Iteration 11Q: 3 clusters Score -512987.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -513008.906250 Penalty: 2805.789062
	Iteration 12Q: 3 clusters Score -513008.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -513036.062500 Penalty: 2805.789062
	Iteration 13Q: 3 clusters Score -513036.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -513068.687500 Penalty: 2805.789062
	Iteration 14Q: 3 clusters Score -513068.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -513111.312500 Penalty: 2805.789062
	Iteration 15Q: 3 clusters Score -513111.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -513157.281250 Penalty: 2805.789062
	Iteration 16Q: 3 clusters Score -513157.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -513232.781250 Penalty: 2805.789062
	Iteration 17Q: 3 clusters Score -513232.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -513325.875000 Penalty: 2805.789062
	Iteration 18Q: 3 clusters Score -513325.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -513440.906250 Penalty: 2805.789062
	Iteration 19Q: 3 clusters Score -513440.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -513587.031250 Penalty: 2805.789062
	Iteration 20F: 3 clusters Score -513587 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -513718.687500 Penalty: 2805.789062
	Iteration 21Q: 3 clusters Score -513718.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -513824.468750 Penalty: 2805.789062
	Iteration 22Q: 3 clusters Score -513824.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -513917.156250 Penalty: 2805.789062
	Iteration 23Q: 3 clusters Score -513917.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -513992.968750 Penalty: 2805.789062
	Iteration 24Q: 3 clusters Score -513993 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -514067.781250 Penalty: 2805.789062
	Iteration 25Q: 3 clusters Score -514067.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -514130.250000 Penalty: 2805.789062
	Iteration 26Q: 3 clusters Score -514130.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -514179.281250 Penalty: 2805.789062
	Iteration 27Q: 3 clusters Score -514179.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -514221.000000 Penalty: 2805.789062
	Iteration 28Q: 3 clusters Score -514221 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -514247.093750 Penalty: 2805.789062
	Iteration 29Q: 3 clusters Score -514247.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -514273.406250 Penalty: 2805.789062
	Iteration 30Q: 3 clusters Score -514273.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -514296.250000 Penalty: 2805.789062
	Iteration 31Q: 3 clusters Score -514296.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -514313.406250 Penalty: 2805.789062
	Iteration 32Q: 3 clusters Score -514313.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -514340.437500 Penalty: 2805.789062
	Iteration 33Q: 3 clusters Score -514340.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -514370.531250 Penalty: 2805.789062
	Iteration 34Q: 3 clusters Score -514370.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -514427.468750 Penalty: 2805.789062
	Iteration 35Q: 3 clusters Score -514427.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -514475.375000 Penalty: 2805.789062
	Iteration 36Q: 3 clusters Score -514475.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -514529.312500 Penalty: 2805.789062
	Iteration 37Q: 3 clusters Score -514529.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -514584.062500 Penalty: 2805.789062
	Iteration 38Q: 3 clusters Score -514584.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -514628.687500 Penalty: 2805.789062
	Iteration 39Q: 3 clusters Score -514628.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -514652.687500 Penalty: 2805.789062
	Iteration 40F: 3 clusters Score -514652.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -514664.656250 Penalty: 2805.789062
	Iteration 41Q: 3 clusters Score -514664.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -514674.406250 Penalty: 2805.789062
	Iteration 42Q: 3 clusters Score -514674.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -514678.281250 Penalty: 2805.789062
	Iteration 43Q: 3 clusters Score -514678.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -514682.343750 Penalty: 2805.789062
	Iteration 44Q: 3 clusters Score -514682.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -514688.687500 Penalty: 2805.789062
	Iteration 45Q: 3 clusters Score -514688.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -514691.437500 Penalty: 2805.789062
	Iteration 46Q: 3 clusters Score -514691.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -514693.531250 Penalty: 2805.789062
	Iteration 47Q: 3 clusters Score -514693.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -514696.156250 Penalty: 2805.789062
	Iteration 48Q: 3 clusters Score -514696.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -514697.781250 Penalty: 2805.789062
	Iteration 49Q: 3 clusters Score -514697.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -514699.625000 Penalty: 2805.789062
	Iteration 50Q: 3 clusters Score -514699.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -514702.843750 Penalty: 2805.789062
	Iteration 51Q: 3 clusters Score -514702.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -514705.906250 Penalty: 2805.789062
	Iteration 52Q: 3 clusters Score -514705.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -514706.812500 Penalty: 2805.789062
	Iteration 53Q: 3 clusters Score -514706.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -514708.406250 Penalty: 2805.789062
	Iteration 54Q: 3 clusters Score -514708.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -514709.031250 Penalty: 2805.789062
	Iteration 55Q: 3 clusters Score -514709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -514710.031250 Penalty: 2805.789062
	Iteration 56Q: 3 clusters Score -514710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -514711.718750 Penalty: 2805.789062
	Iteration 57Q: 3 clusters Score -514711.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -514711.968750 Penalty: 2805.789062
	Iteration 58Q: 3 clusters Score -514712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -514712.875000 Penalty: 2805.789062
	Iteration 59Q: 3 clusters Score -514712.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -514713.500000 Penalty: 2805.789062
	Iteration 60F: 3 clusters Score -514713.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (124951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124951 members 
Entering Unmasked Estep 
Score: -11844981.000000 Penalty: 1907.047485
	Iteration 0F: 2 clusters Score -1.184498e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62699 members 
Mstep: Class 2 contains 62252 members 
Entering Unmasked Estep 
Score: -11761043.000000 Penalty: 3814.094971
	Iteration 0F: 3 clusters Score -1.176104e+07 nChanged 60346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66857 members 
Mstep: Class 2 contains 58094 members 
Entering Unmasked Estep 
Score: -11796057.000000 Penalty: 3814.094971
	Iteration 1F: 3 clusters Score -1.179606e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69493 members 
Mstep: Class 2 contains 55458 members 
Entering Unmasked Estep 
Score: -11797054.000000 Penalty: 3814.094971
	Iteration 2Q: 3 clusters Score -1.179705e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73583 members 
Mstep: Class 2 contains 51368 members 
Entering Unmasked Estep 
Score: -11798834.000000 Penalty: 3814.094971
	Iteration 3Q: 3 clusters Score -1.179883e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79868 members 
Mstep: Class 2 contains 45083 members 
Entering Unmasked Estep 
Score: -11802074.000000 Penalty: 3814.094971
	Iteration 4F: 3 clusters Score -1.180207e+07 nChanged 9243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89003 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -11808377.000000 Penalty: 3814.094971
	Iteration 5F: 3 clusters Score -1.180838e+07 nChanged 11678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100651 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -11818705.000000 Penalty: 3814.094971
	Iteration 6F: 3 clusters Score -1.18187e+07 nChanged 11960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112601 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -11831092.000000 Penalty: 3814.094971
	Iteration 7F: 3 clusters Score -1.183109e+07 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120390 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -11839030.000000 Penalty: 3814.094971
	Iteration 8F: 3 clusters Score -1.183903e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123535 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -11842160.000000 Penalty: 3814.094971
	Iteration 9Q: 3 clusters Score -1.184216e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124408 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -11842982.000000 Penalty: 3814.094971
	Iteration 10Q: 3 clusters Score -1.184298e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124592 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -11843238.000000 Penalty: 3814.094971
	Iteration 11Q: 3 clusters Score -1.184324e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124635 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -11843331.000000 Penalty: 3814.094971
	Iteration 12Q: 3 clusters Score -1.184333e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124651 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -11843400.000000 Penalty: 3814.094971
	Iteration 13Q: 3 clusters Score -1.18434e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124657 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -11843484.000000 Penalty: 3814.094971
	Iteration 14Q: 3 clusters Score -1.184348e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124653 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -11843531.000000 Penalty: 3814.094971
	Iteration 15Q: 3 clusters Score -1.184353e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124648 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -11843577.000000 Penalty: 3814.094971
	Iteration 16Q: 3 clusters Score -1.184358e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124639 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -11843615.000000 Penalty: 3814.094971
	Iteration 17Q: 3 clusters Score -1.184362e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124624 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -11843634.000000 Penalty: 3814.094971
	Iteration 18Q: 3 clusters Score -1.184363e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124610 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -11843640.000000 Penalty: 3814.094971
	Iteration 19Q: 3 clusters Score -1.184364e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124600 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -11843664.000000 Penalty: 3814.094971
	Iteration 20F: 3 clusters Score -1.184366e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124588 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -11843670.000000 Penalty: 3814.094971
	Iteration 21Q: 3 clusters Score -1.184367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124588 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -11843677.000000 Penalty: 3814.094971
	Iteration 22Q: 3 clusters Score -1.184368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124589 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -11843688.000000 Penalty: 3814.094971
	Iteration 23Q: 3 clusters Score -1.184369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124586 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -11843690.000000 Penalty: 3814.094971
	Iteration 24Q: 3 clusters Score -1.184369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124583 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -11843695.000000 Penalty: 3814.094971
	Iteration 25Q: 3 clusters Score -1.18437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124580 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -11843691.000000 Penalty: 3814.094971
	Iteration 26Q: 3 clusters Score -1.184369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124576 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -11843696.000000 Penalty: 3814.094971
	Iteration 27Q: 3 clusters Score -1.18437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124574 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -11843696.000000 Penalty: 3814.094971
	Iteration 28Q: 3 clusters Score -1.18437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124570 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -11843699.000000 Penalty: 3814.094971
	Iteration 29Q: 3 clusters Score -1.18437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124567 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -11843699.000000 Penalty: 3814.094971
	Iteration 30Q: 3 clusters Score -1.18437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124564 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -11843705.000000 Penalty: 3814.094971
	Iteration 31Q: 3 clusters Score -1.18437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124562 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -11843708.000000 Penalty: 3814.094971
	Iteration 32Q: 3 clusters Score -1.184371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124560 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -11843719.000000 Penalty: 3814.094971
	Iteration 33Q: 3 clusters Score -1.184372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124557 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -11843714.000000 Penalty: 3814.094971
	Iteration 34Q: 3 clusters Score -1.184371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124554 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -11843709.000000 Penalty: 3814.094971
	Iteration 35Q: 3 clusters Score -1.184371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124552 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -11843705.000000 Penalty: 3814.094971
	Iteration 36Q: 3 clusters Score -1.18437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124548 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -11843710.000000 Penalty: 3814.094971
	Iteration 37Q: 3 clusters Score -1.184371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124546 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -11843718.000000 Penalty: 3814.094971
	Iteration 38Q: 3 clusters Score -1.184372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124545 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -11843723.000000 Penalty: 3814.094971
	Iteration 39Q: 3 clusters Score -1.184372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124544 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -11843725.000000 Penalty: 3814.094971
	Iteration 40F: 3 clusters Score -1.184372e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (115699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115699 members 
Entering Unmasked Estep 
Score: -10637795.000000 Penalty: 1894.546509
	Iteration 0F: 2 clusters Score -1.06378e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57782 members 
Mstep: Class 2 contains 57917 members 
Entering Unmasked Estep 
Score: -10560686.000000 Penalty: 3789.093018
	Iteration 0F: 3 clusters Score -1.056069e+07 nChanged 55434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55538 members 
Mstep: Class 2 contains 60161 members 
Entering Unmasked Estep 
Score: -10593116.000000 Penalty: 3789.093018
	Iteration 1F: 3 clusters Score -1.059312e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53782 members 
Mstep: Class 2 contains 61917 members 
Entering Unmasked Estep 
Score: -10594777.000000 Penalty: 3789.093018
	Iteration 2Q: 3 clusters Score -1.059478e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50969 members 
Mstep: Class 2 contains 64730 members 
Entering Unmasked Estep 
Score: -10597381.000000 Penalty: 3789.093018
	Iteration 3Q: 3 clusters Score -1.059738e+07 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47049 members 
Mstep: Class 2 contains 68650 members 
Entering Unmasked Estep 
Score: -10600869.000000 Penalty: 3789.093018
	Iteration 4F: 3 clusters Score -1.060087e+07 nChanged 7757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 73451 members 
Entering Unmasked Estep 
Score: -10605520.000000 Penalty: 3789.093018
	Iteration 5F: 3 clusters Score -1.060552e+07 nChanged 7786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 78675 members 
Entering Unmasked Estep 
Score: -10610222.000000 Penalty: 3789.093018
	Iteration 6F: 3 clusters Score -1.061022e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 83768 members 
Entering Unmasked Estep 
Score: -10614912.000000 Penalty: 3789.093018
	Iteration 7F: 3 clusters Score -1.061491e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 88396 members 
Entering Unmasked Estep 
Score: -10619312.000000 Penalty: 3789.093018
	Iteration 8F: 3 clusters Score -1.061931e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 92436 members 
Entering Unmasked Estep 
Score: -10623345.000000 Penalty: 3789.093018
	Iteration 9Q: 3 clusters Score -1.062334e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 95525 members 
Entering Unmasked Estep 
Score: -10626514.000000 Penalty: 3789.093018
	Iteration 10Q: 3 clusters Score -1.062651e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 97896 members 
Entering Unmasked Estep 
Score: -10628551.000000 Penalty: 3789.093018
	Iteration 11Q: 3 clusters Score -1.062855e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 99776 members 
Entering Unmasked Estep 
Score: -10629696.000000 Penalty: 3789.093018
	Iteration 12Q: 3 clusters Score -1.06297e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 101441 members 
Entering Unmasked Estep 
Score: -10630540.000000 Penalty: 3789.093018
	Iteration 13Q: 3 clusters Score -1.063054e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 102936 members 
Entering Unmasked Estep 
Score: -10631252.000000 Penalty: 3789.093018
	Iteration 14Q: 3 clusters Score -1.063125e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 104338 members 
Entering Unmasked Estep 
Score: -10631796.000000 Penalty: 3789.093018
	Iteration 15Q: 3 clusters Score -1.06318e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 105623 members 
Entering Unmasked Estep 
Score: -10632358.000000 Penalty: 3789.093018
	Iteration 16Q: 3 clusters Score -1.063236e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 106827 members 
Entering Unmasked Estep 
Score: -10632805.000000 Penalty: 3789.093018
	Iteration 17Q: 3 clusters Score -1.06328e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 107924 members 
Entering Unmasked Estep 
Score: -10633304.000000 Penalty: 3789.093018
	Iteration 18Q: 3 clusters Score -1.06333e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 108901 members 
Entering Unmasked Estep 
Score: -10633732.000000 Penalty: 3789.093018
	Iteration 19Q: 3 clusters Score -1.063373e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 109827 members 
Entering Unmasked Estep 
Score: -10634175.000000 Penalty: 3789.093018
	Iteration 20F: 3 clusters Score -1.063418e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 110669 members 
Entering Unmasked Estep 
Score: -10634548.000000 Penalty: 3789.093018
	Iteration 21Q: 3 clusters Score -1.063455e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 111386 members 
Entering Unmasked Estep 
Score: -10634891.000000 Penalty: 3789.093018
	Iteration 22Q: 3 clusters Score -1.063489e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 111983 members 
Entering Unmasked Estep 
Score: -10635161.000000 Penalty: 3789.093018
	Iteration 23Q: 3 clusters Score -1.063516e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 112475 members 
Entering Unmasked Estep 
Score: -10635343.000000 Penalty: 3789.093018
	Iteration 24Q: 3 clusters Score -1.063534e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 112913 members 
Entering Unmasked Estep 
Score: -10635517.000000 Penalty: 3789.093018
	Iteration 25Q: 3 clusters Score -1.063552e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 113260 members 
Entering Unmasked Estep 
Score: -10635656.000000 Penalty: 3789.093018
	Iteration 26Q: 3 clusters Score -1.063566e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 113560 members 
Entering Unmasked Estep 
Score: -10635768.000000 Penalty: 3789.093018
	Iteration 27Q: 3 clusters Score -1.063577e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 113790 members 
Entering Unmasked Estep 
Score: -10635893.000000 Penalty: 3789.093018
	Iteration 28Q: 3 clusters Score -1.063589e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 113972 members 
Entering Unmasked Estep 
Score: -10635963.000000 Penalty: 3789.093018
	Iteration 29Q: 3 clusters Score -1.063596e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 114108 members 
Entering Unmasked Estep 
Score: -10636016.000000 Penalty: 3789.093018
	Iteration 30Q: 3 clusters Score -1.063602e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 114206 members 
Entering Unmasked Estep 
Score: -10636067.000000 Penalty: 3789.093018
	Iteration 31Q: 3 clusters Score -1.063607e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 114299 members 
Entering Unmasked Estep 
Score: -10636074.000000 Penalty: 3789.093018
	Iteration 32Q: 3 clusters Score -1.063607e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 114384 members 
Entering Unmasked Estep 
Score: -10636130.000000 Penalty: 3789.093018
	Iteration 33Q: 3 clusters Score -1.063613e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 114451 members 
Entering Unmasked Estep 
Score: -10636158.000000 Penalty: 3789.093018
	Iteration 34Q: 3 clusters Score -1.063616e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 114513 members 
Entering Unmasked Estep 
Score: -10636182.000000 Penalty: 3789.093018
	Iteration 35Q: 3 clusters Score -1.063618e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 114580 members 
Entering Unmasked Estep 
Score: -10636191.000000 Penalty: 3789.093018
	Iteration 36Q: 3 clusters Score -1.063619e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 114635 members 
Entering Unmasked Estep 
Score: -10636214.000000 Penalty: 3789.093018
	Iteration 37Q: 3 clusters Score -1.063621e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 114682 members 
Entering Unmasked Estep 
Score: -10636219.000000 Penalty: 3789.093018
	Iteration 38Q: 3 clusters Score -1.063622e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 114722 members 
Entering Unmasked Estep 
Score: -10636241.000000 Penalty: 3789.093018
	Iteration 39Q: 3 clusters Score -1.063624e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 114766 members 
Entering Unmasked Estep 
Score: -10636273.000000 Penalty: 3789.093018
	Iteration 40F: 3 clusters Score -1.063627e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 114800 members 
Entering Unmasked Estep 
Score: -10636301.000000 Penalty: 3789.093018
	Iteration 41Q: 3 clusters Score -1.06363e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 114827 members 
Entering Unmasked Estep 
Score: -10636297.000000 Penalty: 3789.093018
	Iteration 42Q: 3 clusters Score -1.06363e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 114838 members 
Entering Unmasked Estep 
Score: -10636319.000000 Penalty: 3789.093018
	Iteration 43Q: 3 clusters Score -1.063632e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 114853 members 
Entering Unmasked Estep 
Score: -10636319.000000 Penalty: 3789.093018
	Iteration 44Q: 3 clusters Score -1.063632e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 114865 members 
Entering Unmasked Estep 
Score: -10636326.000000 Penalty: 3789.093018
	Iteration 45Q: 3 clusters Score -1.063633e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 114877 members 
Entering Unmasked Estep 
Score: -10636342.000000 Penalty: 3789.093018
	Iteration 46Q: 3 clusters Score -1.063634e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 114887 members 
Entering Unmasked Estep 
Score: -10636342.000000 Penalty: 3789.093018
	Iteration 47Q: 3 clusters Score -1.063634e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 114896 members 
Entering Unmasked Estep 
Score: -10636345.000000 Penalty: 3789.093018
	Iteration 48Q: 3 clusters Score -1.063634e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 114904 members 
Entering Unmasked Estep 
Score: -10636350.000000 Penalty: 3789.093018
	Iteration 49Q: 3 clusters Score -1.063635e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 114910 members 
Entering Unmasked Estep 
Score: -10636358.000000 Penalty: 3789.093018
	Iteration 50Q: 3 clusters Score -1.063636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 114916 members 
Entering Unmasked Estep 
Score: -10636354.000000 Penalty: 3789.093018
	Iteration 51Q: 3 clusters Score -1.063635e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 114925 members 
Entering Unmasked Estep 
Score: -10636362.000000 Penalty: 3789.093018
	Iteration 52Q: 3 clusters Score -1.063636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 114932 members 
Entering Unmasked Estep 
Score: -10636362.000000 Penalty: 3789.093018
	Iteration 53Q: 3 clusters Score -1.063636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 114937 members 
Entering Unmasked Estep 
Score: -10636362.000000 Penalty: 3789.093018
	Iteration 54Q: 3 clusters Score -1.063636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 114944 members 
Entering Unmasked Estep 
Score: -10636352.000000 Penalty: 3789.093018
	Iteration 55Q: 3 clusters Score -1.063635e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 114952 members 
Entering Unmasked Estep 
Score: -10636363.000000 Penalty: 3789.093018
	Iteration 56Q: 3 clusters Score -1.063636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 114953 members 
Entering Unmasked Estep 
Score: -10636364.000000 Penalty: 3789.093018
	Iteration 57Q: 3 clusters Score -1.063636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 114954 members 
Entering Unmasked Estep 
Score: -10636363.000000 Penalty: 3789.093018
	Iteration 58Q: 3 clusters Score -1.063636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 114957 members 
Entering Unmasked Estep 
Score: -10636359.000000 Penalty: 3789.093018
	Iteration 59Q: 3 clusters Score -1.063636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 114958 members 
Entering Unmasked Estep 
Score: -10636362.000000 Penalty: 3789.093018
	Iteration 60F: 3 clusters Score -1.063636e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (59449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59449 members 
Entering Unmasked Estep 
Score: -5460308.000000 Penalty: 1786.342041
	Iteration 0F: 2 clusters Score -5460308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -5420599.000000 Penalty: 3572.684082
	Iteration 0F: 3 clusters Score -5420599 nChanged 28054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -5436469.000000 Penalty: 3572.684082
	Iteration 1F: 3 clusters Score -5436469 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -5437112.500000 Penalty: 3572.684082
	Iteration 2Q: 3 clusters Score -5437112 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -5438157.000000 Penalty: 3572.684082
	Iteration 3Q: 3 clusters Score -5438157 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -5440220.500000 Penalty: 3572.684082
	Iteration 4F: 3 clusters Score -5440220 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -5443773.500000 Penalty: 3572.684082
	Iteration 5F: 3 clusters Score -5443774 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49732 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -5448925.500000 Penalty: 3572.684082
	Iteration 6F: 3 clusters Score -5448926 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54729 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -5454038.000000 Penalty: 3572.684082
	Iteration 7F: 3 clusters Score -5454038 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57686 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -5457036.500000 Penalty: 3572.684082
	Iteration 8Q: 3 clusters Score -5457036 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58819 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5458163.000000 Penalty: 3572.684082
	Iteration 9Q: 3 clusters Score -5458163 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59133 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5458490.500000 Penalty: 3572.684082
	Iteration 10Q: 3 clusters Score -5458490 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59223 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5458592.000000 Penalty: 3572.684082
	Iteration 11Q: 3 clusters Score -5458592 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59252 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5458643.500000 Penalty: 3572.684082
	Iteration 12Q: 3 clusters Score -5458644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59259 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -5458670.500000 Penalty: 3572.684082
	Iteration 13Q: 3 clusters Score -5458670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59267 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -5458689.500000 Penalty: 3572.684082
	Iteration 14Q: 3 clusters Score -5458690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59269 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -5458699.500000 Penalty: 3572.684082
	Iteration 15Q: 3 clusters Score -5458700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59268 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -5458697.000000 Penalty: 3572.684082
	Iteration 16Q: 3 clusters Score -5458697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59270 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5458703.000000 Penalty: 3572.684082
	Iteration 17Q: 3 clusters Score -5458703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59270 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5458703.000000 Penalty: 3572.684082
	Iteration 18Q: 3 clusters Score -5458703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59269 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -5458711.000000 Penalty: 3572.684082
	Iteration 19Q: 3 clusters Score -5458711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59270 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5458710.500000 Penalty: 3572.684082
	Iteration 20F: 3 clusters Score -5458710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59270 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5458711.500000 Penalty: 3572.684082
	Iteration 21Q: 3 clusters Score -5458712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59270 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5458711.500000 Penalty: 3572.684082
	Iteration 22F: 3 clusters Score -5458712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Entering Unmasked Estep 
Score: -1502534.375000 Penalty: 1596.674316
	Iteration 0F: 2 clusters Score -1502534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1490004.250000 Penalty: 3193.348633
	Iteration 0F: 3 clusters Score -1490004 nChanged 8259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1495218.750000 Penalty: 3193.348633
	Iteration 1F: 3 clusters Score -1495219 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1496585.125000 Penalty: 3193.348633
	Iteration 2F: 3 clusters Score -1496585 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1498351.250000 Penalty: 3193.348633
	Iteration 3F: 3 clusters Score -1498351 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1499968.750000 Penalty: 3193.348633
	Iteration 4F: 3 clusters Score -1499969 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1500930.125000 Penalty: 3193.348633
	Iteration 5F: 3 clusters Score -1500930 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1501410.750000 Penalty: 3193.348633
	Iteration 6Q: 3 clusters Score -1501411 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1501691.500000 Penalty: 3193.348633
	Iteration 7Q: 3 clusters Score -1501692 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1501906.000000 Penalty: 3193.348633
	Iteration 8Q: 3 clusters Score -1501906 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1502104.125000 Penalty: 3193.348633
	Iteration 9Q: 3 clusters Score -1502104 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1502278.875000 Penalty: 3193.348633
	Iteration 10Q: 3 clusters Score -1502279 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1502400.500000 Penalty: 3193.348633
	Iteration 11Q: 3 clusters Score -1502400 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1502502.500000 Penalty: 3193.348633
	Iteration 12Q: 3 clusters Score -1502502 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1502561.125000 Penalty: 3193.348633
	Iteration 13Q: 3 clusters Score -1502561 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1502605.000000 Penalty: 3193.348633
	Iteration 14Q: 3 clusters Score -1502605 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1502632.875000 Penalty: 3193.348633
	Iteration 15Q: 3 clusters Score -1502633 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1502644.500000 Penalty: 3193.348633
	Iteration 16Q: 3 clusters Score -1502644 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1502654.000000 Penalty: 3193.348633
	Iteration 17Q: 3 clusters Score -1502654 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1502667.125000 Penalty: 3193.348633
	Iteration 18Q: 3 clusters Score -1502667 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1502671.875000 Penalty: 3193.348633
	Iteration 19Q: 3 clusters Score -1502672 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1502675.750000 Penalty: 3193.348633
	Iteration 20F: 3 clusters Score -1502676 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1502681.625000 Penalty: 3193.348633
	Iteration 21Q: 3 clusters Score -1502682 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1502680.125000 Penalty: 3193.348633
	Iteration 22Q: 3 clusters Score -1502680 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1502680.625000 Penalty: 3193.348633
	Iteration 23Q: 3 clusters Score -1502681 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1502683.375000 Penalty: 3193.348633
	Iteration 24Q: 3 clusters Score -1502683 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1502688.750000 Penalty: 3193.348633
	Iteration 25Q: 3 clusters Score -1502689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1502694.375000 Penalty: 3193.348633
	Iteration 26Q: 3 clusters Score -1502694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1502694.750000 Penalty: 3193.348633
	Iteration 27Q: 3 clusters Score -1502695 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1502692.375000 Penalty: 3193.348633
	Iteration 28Q: 3 clusters Score -1502692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1502693.625000 Penalty: 3193.348633
	Iteration 29Q: 3 clusters Score -1502694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1502696.875000 Penalty: 3193.348633
	Iteration 30Q: 3 clusters Score -1502697 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1502703.375000 Penalty: 3193.348633
	Iteration 31Q: 3 clusters Score -1502703 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1502714.000000 Penalty: 3193.348633
	Iteration 32Q: 3 clusters Score -1502714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1502719.125000 Penalty: 3193.348633
	Iteration 33Q: 3 clusters Score -1502719 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1502720.875000 Penalty: 3193.348633
	Iteration 34Q: 3 clusters Score -1502721 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1502725.625000 Penalty: 3193.348633
	Iteration 35Q: 3 clusters Score -1502726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1502723.875000 Penalty: 3193.348633
	Iteration 36Q: 3 clusters Score -1502724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1502725.250000 Penalty: 3193.348633
	Iteration 37Q: 3 clusters Score -1502725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1502728.250000 Penalty: 3193.348633
	Iteration 38Q: 3 clusters Score -1502728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1502730.375000 Penalty: 3193.348633
	Iteration 39Q: 3 clusters Score -1502730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1502729.875000 Penalty: 3193.348633
	Iteration 40F: 3 clusters Score -1502730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1502735.375000 Penalty: 3193.348633
	Iteration 41Q: 3 clusters Score -1502735 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1502739.250000 Penalty: 3193.348633
	Iteration 42Q: 3 clusters Score -1502739 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1502745.000000 Penalty: 3193.348633
	Iteration 43Q: 3 clusters Score -1502745 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1502740.875000 Penalty: 3193.348633
	Iteration 44Q: 3 clusters Score -1502741 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1502740.625000 Penalty: 3193.348633
	Iteration 45Q: 3 clusters Score -1502741 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1502741.625000 Penalty: 3193.348633
	Iteration 46Q: 3 clusters Score -1502742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1502746.625000 Penalty: 3193.348633
	Iteration 47Q: 3 clusters Score -1502747 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1502753.625000 Penalty: 3193.348633
	Iteration 48Q: 3 clusters Score -1502754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1502760.625000 Penalty: 3193.348633
	Iteration 49Q: 3 clusters Score -1502761 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1502759.875000 Penalty: 3193.348633
	Iteration 50Q: 3 clusters Score -1502760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1502765.375000 Penalty: 3193.348633
	Iteration 51Q: 3 clusters Score -1502765 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1502766.000000 Penalty: 3193.348633
	Iteration 52Q: 3 clusters Score -1502766 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1502768.875000 Penalty: 3193.348633
	Iteration 53Q: 3 clusters Score -1502769 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1502776.250000 Penalty: 3193.348633
	Iteration 54Q: 3 clusters Score -1502776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1502778.375000 Penalty: 3193.348633
	Iteration 55Q: 3 clusters Score -1502778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1502778.875000 Penalty: 3193.348633
	Iteration 56Q: 3 clusters Score -1502779 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1502781.875000 Penalty: 3193.348633
	Iteration 57Q: 3 clusters Score -1502782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1502794.125000 Penalty: 3193.348633
	Iteration 58Q: 3 clusters Score -1502794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1502793.000000 Penalty: 3193.348633
	Iteration 59Q: 3 clusters Score -1502793 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1502793.250000 Penalty: 3193.348633
	Iteration 60F: 3 clusters Score -1502793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1502795.875000 Penalty: 3193.348633
	Iteration 61Q: 3 clusters Score -1502796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1502798.125000 Penalty: 3193.348633
	Iteration 62Q: 3 clusters Score -1502798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1502801.500000 Penalty: 3193.348633
	Iteration 63Q: 3 clusters Score -1502802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1502805.000000 Penalty: 3193.348633
	Iteration 64Q: 3 clusters Score -1502805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1502807.250000 Penalty: 3193.348633
	Iteration 65Q: 3 clusters Score -1502807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1502806.500000 Penalty: 3193.348633
	Iteration 66Q: 3 clusters Score -1502806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1502810.875000 Penalty: 3193.348633
	Iteration 67Q: 3 clusters Score -1502811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1502809.375000 Penalty: 3193.348633
	Iteration 68Q: 3 clusters Score -1502809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1502811.125000 Penalty: 3193.348633
	Iteration 69Q: 3 clusters Score -1502811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1502810.000000 Penalty: 3193.348633
	Iteration 70Q: 3 clusters Score -1502810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1502810.375000 Penalty: 3193.348633
	Iteration 71Q: 3 clusters Score -1502810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1502810.500000 Penalty: 3193.348633
	Iteration 72Q: 3 clusters Score -1502810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1502811.625000 Penalty: 3193.348633
	Iteration 73Q: 3 clusters Score -1502812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1502817.250000 Penalty: 3193.348633
	Iteration 74Q: 3 clusters Score -1502817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1502815.625000 Penalty: 3193.348633
	Iteration 75Q: 3 clusters Score -1502816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1502817.250000 Penalty: 3193.348633
	Iteration 76Q: 3 clusters Score -1502817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1502818.125000 Penalty: 3193.348633
	Iteration 77Q: 3 clusters Score -1502818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1502819.250000 Penalty: 3193.348633
	Iteration 78Q: 3 clusters Score -1502819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1502816.500000 Penalty: 3193.348633
	Iteration 79Q: 3 clusters Score -1502816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1502816.500000 Penalty: 3193.348633
	Iteration 80F: 3 clusters Score -1502816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63978 members 
Mstep: Class 2 contains 4397 members 
Mstep: Class 3 contains 51295 members 
Mstep: Class 4 contains 11154 members 
Mstep: Class 5 contains 10464 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 27026 members 
Mstep: Class 8 contains 1964 members 
Mstep: Class 9 contains 14377 members 
Mstep: Class 10 contains 71895 members 
Mstep: Class 11 contains 24913 members 
Mstep: Class 12 contains 5615 members 
Mstep: Class 13 contains 124951 members 
Mstep: Class 14 contains 115699 members 
Mstep: Class 15 contains 59449 members 
Mstep: Class 16 contains 13298 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40780 members 
Mstep: Class 19 contains 7278 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 7283 members 
Mstep: Class 22 contains 8038 members 
Mstep: Class 23 contains 59652 members 
Mstep: Class 24 contains 1998 members 
Mstep: Class 25 contains 8709 members 
Mstep: Class 26 contains 63807 members 
Mstep: Class 27 contains 1805 members 
Mstep: Class 28 contains 20859 members 
Mstep: Class 29 contains 76538 members 
Mstep: Class 30 contains 4224 members 
Mstep: Class 31 contains 1126 members 
Mstep: Class 32 contains 5391 members 
Mstep: Class 33 contains 16937 members 
Mstep: Class 34 contains 1050 members 
Mstep: Class 35 contains 1864 members 
Mstep: Class 36 contains 3252 members 
Mstep: Class 37 contains 3721 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 13033 members 
Mstep: Class 40 contains 5205 members 
Entering Unmasked Estep 
Score: -84461952.000000 Penalty: 89524.148438
Splitting cluster 16 changes total score from -84462376.000000 to -84461952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (1025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Entering Unmasked Estep 
Score: -83423.882812 Penalty: 1126.522827
	Iteration 0F: 2 clusters Score -83423.88 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 526 members 
Entering Unmasked Estep 
Score: -81962.171875 Penalty: 2253.045654
	Iteration 0F: 3 clusters Score -81962.17 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -82275.898438 Penalty: 2253.045654
	Iteration 1F: 3 clusters Score -82275.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -82376.515625 Penalty: 2253.045654
	Iteration 2F: 3 clusters Score -82376.52 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -82429.773438 Penalty: 2253.045654
	Iteration 3Q: 3 clusters Score -82429.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -82475.523438 Penalty: 2253.045654
	Iteration 4Q: 3 clusters Score -82475.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -82510.687500 Penalty: 2253.045654
	Iteration 5Q: 3 clusters Score -82510.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -82541.367188 Penalty: 2253.045654
	Iteration 6Q: 3 clusters Score -82541.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -82574.062500 Penalty: 2253.045654
	Iteration 7Q: 3 clusters Score -82574.06 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -82616.062500 Penalty: 2253.045654
	Iteration 8Q: 3 clusters Score -82616.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -82638.851562 Penalty: 2253.045654
	Iteration 9Q: 3 clusters Score -82638.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -82657.179688 Penalty: 2253.045654
	Iteration 10Q: 3 clusters Score -82657.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -82677.726562 Penalty: 2253.045654
	Iteration 11Q: 3 clusters Score -82677.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -82710.109375 Penalty: 2253.045654
	Iteration 12Q: 3 clusters Score -82710.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -82746.015625 Penalty: 2253.045654
	Iteration 13Q: 3 clusters Score -82746.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -82763.710938 Penalty: 2253.045654
	Iteration 14Q: 3 clusters Score -82763.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -82782.687500 Penalty: 2253.045654
	Iteration 15Q: 3 clusters Score -82782.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -82794.679688 Penalty: 2253.045654
	Iteration 16Q: 3 clusters Score -82794.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -82821.898438 Penalty: 2253.045654
	Iteration 17Q: 3 clusters Score -82821.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -82839.578125 Penalty: 2253.045654
	Iteration 18Q: 3 clusters Score -82839.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -82846.742188 Penalty: 2253.045654
	Iteration 19Q: 3 clusters Score -82846.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -82852.109375 Penalty: 2253.045654
	Iteration 20F: 3 clusters Score -82852.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -82853.960938 Penalty: 2253.045654
	Iteration 21Q: 3 clusters Score -82853.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -82854.289062 Penalty: 2253.045654
	Iteration 22Q: 3 clusters Score -82854.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -82854.882812 Penalty: 2253.045654
	Iteration 23Q: 3 clusters Score -82854.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -82854.882812 Penalty: 2253.045654
	Iteration 24F: 3 clusters Score -82854.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (40780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Entering Unmasked Estep 
Score: -3714416.750000 Penalty: 1725.091309
	Iteration 0F: 2 clusters Score -3714417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -3687163.250000 Penalty: 3450.182617
	Iteration 0F: 3 clusters Score -3687163 nChanged 18944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -3698481.250000 Penalty: 3450.182617
	Iteration 1F: 3 clusters Score -3698481 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -3699646.250000 Penalty: 3450.182617
	Iteration 2F: 3 clusters Score -3699646 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -3701121.250000 Penalty: 3450.182617
	Iteration 3F: 3 clusters Score -3701121 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -3702663.750000 Penalty: 3450.182617
	Iteration 4F: 3 clusters Score -3702664 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -3704073.000000 Penalty: 3450.182617
	Iteration 5F: 3 clusters Score -3704073 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -3705130.250000 Penalty: 3450.182617
	Iteration 6F: 3 clusters Score -3705130 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -3705815.000000 Penalty: 3450.182617
	Iteration 7Q: 3 clusters Score -3705815 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -3706260.500000 Penalty: 3450.182617
	Iteration 8Q: 3 clusters Score -3706260 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -3706577.250000 Penalty: 3450.182617
	Iteration 9Q: 3 clusters Score -3706577 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -3706795.250000 Penalty: 3450.182617
	Iteration 10Q: 3 clusters Score -3706795 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -3707015.250000 Penalty: 3450.182617
	Iteration 11Q: 3 clusters Score -3707015 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -3707257.000000 Penalty: 3450.182617
	Iteration 12Q: 3 clusters Score -3707257 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -3707579.000000 Penalty: 3450.182617
	Iteration 13Q: 3 clusters Score -3707579 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -3707936.750000 Penalty: 3450.182617
	Iteration 14Q: 3 clusters Score -3707937 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -3708262.000000 Penalty: 3450.182617
	Iteration 15Q: 3 clusters Score -3708262 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -3708598.000000 Penalty: 3450.182617
	Iteration 16Q: 3 clusters Score -3708598 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -3708844.750000 Penalty: 3450.182617
	Iteration 17Q: 3 clusters Score -3708845 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -3708951.750000 Penalty: 3450.182617
	Iteration 18Q: 3 clusters Score -3708952 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -3709021.250000 Penalty: 3450.182617
	Iteration 19Q: 3 clusters Score -3709021 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -3709078.250000 Penalty: 3450.182617
	Iteration 20F: 3 clusters Score -3709078 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -3709093.500000 Penalty: 3450.182617
	Iteration 21Q: 3 clusters Score -3709094 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -3709127.500000 Penalty: 3450.182617
	Iteration 22Q: 3 clusters Score -3709128 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -3709163.500000 Penalty: 3450.182617
	Iteration 23Q: 3 clusters Score -3709164 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -3709191.250000 Penalty: 3450.182617
	Iteration 24Q: 3 clusters Score -3709191 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -3709222.750000 Penalty: 3450.182617
	Iteration 25Q: 3 clusters Score -3709223 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -3709229.000000 Penalty: 3450.182617
	Iteration 26Q: 3 clusters Score -3709229 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -3709271.250000 Penalty: 3450.182617
	Iteration 27Q: 3 clusters Score -3709271 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -3709290.250000 Penalty: 3450.182617
	Iteration 28Q: 3 clusters Score -3709290 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -3709309.750000 Penalty: 3450.182617
	Iteration 29Q: 3 clusters Score -3709310 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -3709344.750000 Penalty: 3450.182617
	Iteration 30Q: 3 clusters Score -3709345 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -3709369.250000 Penalty: 3450.182617
	Iteration 31Q: 3 clusters Score -3709369 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -3709403.000000 Penalty: 3450.182617
	Iteration 32Q: 3 clusters Score -3709403 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -3709457.750000 Penalty: 3450.182617
	Iteration 33Q: 3 clusters Score -3709458 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -3709479.250000 Penalty: 3450.182617
	Iteration 34Q: 3 clusters Score -3709479 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -3709525.500000 Penalty: 3450.182617
	Iteration 35Q: 3 clusters Score -3709526 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -3709575.750000 Penalty: 3450.182617
	Iteration 36Q: 3 clusters Score -3709576 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -3709622.000000 Penalty: 3450.182617
	Iteration 37Q: 3 clusters Score -3709622 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -3709665.250000 Penalty: 3450.182617
	Iteration 38Q: 3 clusters Score -3709665 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -3709697.500000 Penalty: 3450.182617
	Iteration 39Q: 3 clusters Score -3709698 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -3709731.750000 Penalty: 3450.182617
	Iteration 40F: 3 clusters Score -3709732 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -3709764.500000 Penalty: 3450.182617
	Iteration 41Q: 3 clusters Score -3709764 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -3709793.250000 Penalty: 3450.182617
	Iteration 42Q: 3 clusters Score -3709793 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -3709802.250000 Penalty: 3450.182617
	Iteration 43Q: 3 clusters Score -3709802 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -3709845.250000 Penalty: 3450.182617
	Iteration 44Q: 3 clusters Score -3709845 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -3709875.000000 Penalty: 3450.182617
	Iteration 45Q: 3 clusters Score -3709875 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -3709876.000000 Penalty: 3450.182617
	Iteration 46Q: 3 clusters Score -3709876 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -3709906.000000 Penalty: 3450.182617
	Iteration 47Q: 3 clusters Score -3709906 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -3709917.000000 Penalty: 3450.182617
	Iteration 48Q: 3 clusters Score -3709917 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -3709954.250000 Penalty: 3450.182617
	Iteration 49Q: 3 clusters Score -3709954 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -3709991.500000 Penalty: 3450.182617
	Iteration 50Q: 3 clusters Score -3709992 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -3710023.000000 Penalty: 3450.182617
	Iteration 51Q: 3 clusters Score -3710023 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -3710050.750000 Penalty: 3450.182617
	Iteration 52Q: 3 clusters Score -3710051 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -3710076.750000 Penalty: 3450.182617
	Iteration 53Q: 3 clusters Score -3710077 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -3710112.500000 Penalty: 3450.182617
	Iteration 54Q: 3 clusters Score -3710112 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -3710140.750000 Penalty: 3450.182617
	Iteration 55Q: 3 clusters Score -3710141 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -3710185.250000 Penalty: 3450.182617
	Iteration 56Q: 3 clusters Score -3710185 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -3710219.250000 Penalty: 3450.182617
	Iteration 57Q: 3 clusters Score -3710219 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -3710247.000000 Penalty: 3450.182617
	Iteration 58Q: 3 clusters Score -3710247 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -3710296.750000 Penalty: 3450.182617
	Iteration 59Q: 3 clusters Score -3710297 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -3710358.750000 Penalty: 3450.182617
	Iteration 60F: 3 clusters Score -3710359 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -3710412.500000 Penalty: 3450.182617
	Iteration 61Q: 3 clusters Score -3710412 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -3710452.750000 Penalty: 3450.182617
	Iteration 62Q: 3 clusters Score -3710453 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -3710520.000000 Penalty: 3450.182617
	Iteration 63Q: 3 clusters Score -3710520 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -3710585.000000 Penalty: 3450.182617
	Iteration 64Q: 3 clusters Score -3710585 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -3710654.250000 Penalty: 3450.182617
	Iteration 65Q: 3 clusters Score -3710654 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -3710717.250000 Penalty: 3450.182617
	Iteration 66Q: 3 clusters Score -3710717 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -3710789.000000 Penalty: 3450.182617
	Iteration 67Q: 3 clusters Score -3710789 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -3710868.750000 Penalty: 3450.182617
	Iteration 68Q: 3 clusters Score -3710869 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -3710952.750000 Penalty: 3450.182617
	Iteration 69Q: 3 clusters Score -3710953 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -3711040.500000 Penalty: 3450.182617
	Iteration 70Q: 3 clusters Score -3711040 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -3711127.750000 Penalty: 3450.182617
	Iteration 71Q: 3 clusters Score -3711128 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -3711221.750000 Penalty: 3450.182617
	Iteration 72Q: 3 clusters Score -3711222 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -3711325.000000 Penalty: 3450.182617
	Iteration 73Q: 3 clusters Score -3711325 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -3711428.000000 Penalty: 3450.182617
	Iteration 74Q: 3 clusters Score -3711428 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -3711527.250000 Penalty: 3450.182617
	Iteration 75Q: 3 clusters Score -3711527 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
Score: -3711674.500000 Penalty: 3450.182617
	Iteration 76Q: 3 clusters Score -3711674 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -3711803.250000 Penalty: 3450.182617
	Iteration 77Q: 3 clusters Score -3711803 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -3711949.500000 Penalty: 3450.182617
	Iteration 78Q: 3 clusters Score -3711950 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -3712078.000000 Penalty: 3450.182617
	Iteration 79Q: 3 clusters Score -3712078 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -3712182.250000 Penalty: 3450.182617
	Iteration 80F: 3 clusters Score -3712182 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -3712298.250000 Penalty: 3450.182617
	Iteration 81Q: 3 clusters Score -3712298 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -3712398.250000 Penalty: 3450.182617
	Iteration 82Q: 3 clusters Score -3712398 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -3712488.250000 Penalty: 3450.182617
	Iteration 83Q: 3 clusters Score -3712488 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -3712562.750000 Penalty: 3450.182617
	Iteration 84Q: 3 clusters Score -3712563 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -3712608.250000 Penalty: 3450.182617
	Iteration 85Q: 3 clusters Score -3712608 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -3712675.750000 Penalty: 3450.182617
	Iteration 86Q: 3 clusters Score -3712676 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -3712734.000000 Penalty: 3450.182617
	Iteration 87Q: 3 clusters Score -3712734 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -3712785.250000 Penalty: 3450.182617
	Iteration 88Q: 3 clusters Score -3712785 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -3712832.000000 Penalty: 3450.182617
	Iteration 89Q: 3 clusters Score -3712832 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 38309 members 
Entering Unmasked Estep 
Score: -3712861.000000 Penalty: 3450.182617
	Iteration 90Q: 3 clusters Score -3712861 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 38413 members 
Entering Unmasked Estep 
Score: -3712891.250000 Penalty: 3450.182617
	Iteration 91Q: 3 clusters Score -3712891 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -3712932.750000 Penalty: 3450.182617
	Iteration 92Q: 3 clusters Score -3712933 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -3712950.500000 Penalty: 3450.182617
	Iteration 93Q: 3 clusters Score -3712950 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -3712984.750000 Penalty: 3450.182617
	Iteration 94Q: 3 clusters Score -3712985 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -3713001.000000 Penalty: 3450.182617
	Iteration 95Q: 3 clusters Score -3713001 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -3713019.000000 Penalty: 3450.182617
	Iteration 96Q: 3 clusters Score -3713019 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -3713036.250000 Penalty: 3450.182617
	Iteration 97Q: 3 clusters Score -3713036 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -3713051.250000 Penalty: 3450.182617
	Iteration 98Q: 3 clusters Score -3713051 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 38906 members 
Entering Unmasked Estep 
Score: -3713064.500000 Penalty: 3450.182617
	Iteration 99Q: 3 clusters Score -3713064 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -3713087.250000 Penalty: 3450.182617
	Iteration 100F: 3 clusters Score -3713087 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -3713112.750000 Penalty: 3450.182617
	Iteration 101Q: 3 clusters Score -3713113 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -3713154.250000 Penalty: 3450.182617
	Iteration 102Q: 3 clusters Score -3713154 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -3713214.500000 Penalty: 3450.182617
	Iteration 103Q: 3 clusters Score -3713214 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -3713290.500000 Penalty: 3450.182617
	Iteration 104Q: 3 clusters Score -3713290 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -3713363.500000 Penalty: 3450.182617
	Iteration 105Q: 3 clusters Score -3713364 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -3713419.500000 Penalty: 3450.182617
	Iteration 106Q: 3 clusters Score -3713420 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -3713464.500000 Penalty: 3450.182617
	Iteration 107Q: 3 clusters Score -3713464 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -3713491.500000 Penalty: 3450.182617
	Iteration 108Q: 3 clusters Score -3713492 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -3713513.750000 Penalty: 3450.182617
	Iteration 109Q: 3 clusters Score -3713514 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 39331 members 
Entering Unmasked Estep 
Score: -3713523.250000 Penalty: 3450.182617
	Iteration 110Q: 3 clusters Score -3713523 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -3713534.750000 Penalty: 3450.182617
	Iteration 111Q: 3 clusters Score -3713535 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -3713547.000000 Penalty: 3450.182617
	Iteration 112Q: 3 clusters Score -3713547 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -3713552.750000 Penalty: 3450.182617
	Iteration 113Q: 3 clusters Score -3713553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -3713557.500000 Penalty: 3450.182617
	Iteration 114Q: 3 clusters Score -3713558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -3713561.500000 Penalty: 3450.182617
	Iteration 115Q: 3 clusters Score -3713562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -3713555.500000 Penalty: 3450.182617
	Iteration 116Q: 3 clusters Score -3713556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -3713552.000000 Penalty: 3450.182617
	Iteration 117Q: 3 clusters Score -3713552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -3713558.500000 Penalty: 3450.182617
	Iteration 118Q: 3 clusters Score -3713558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -3713562.000000 Penalty: 3450.182617
	Iteration 119Q: 3 clusters Score -3713562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -3713560.250000 Penalty: 3450.182617
	Iteration 120F: 3 clusters Score -3713560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -3713562.750000 Penalty: 3450.182617
	Iteration 121Q: 3 clusters Score -3713563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -3713562.250000 Penalty: 3450.182617
	Iteration 122Q: 3 clusters Score -3713562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -3713558.500000 Penalty: 3450.182617
	Iteration 123Q: 3 clusters Score -3713558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -3713560.500000 Penalty: 3450.182617
	Iteration 124Q: 3 clusters Score -3713560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -3713562.500000 Penalty: 3450.182617
	Iteration 125Q: 3 clusters Score -3713562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -3713562.500000 Penalty: 3450.182617
	Iteration 126F: 3 clusters Score -3713562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Entering Unmasked Estep 
Score: -656481.437500 Penalty: 1445.049316
	Iteration 0F: 2 clusters Score -656481.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -650995.875000 Penalty: 2890.098633
	Iteration 0F: 3 clusters Score -650995.9 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -652627.250000 Penalty: 2890.098633
	Iteration 1F: 3 clusters Score -652627.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -652836.250000 Penalty: 2890.098633
	Iteration 2F: 3 clusters Score -652836.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -653058.875000 Penalty: 2890.098633
	Iteration 3F: 3 clusters Score -653058.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -653299.562500 Penalty: 2890.098633
	Iteration 4F: 3 clusters Score -653299.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -653515.250000 Penalty: 2890.098633
	Iteration 5Q: 3 clusters Score -653515.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -653692.250000 Penalty: 2890.098633
	Iteration 6Q: 3 clusters Score -653692.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -653842.875000 Penalty: 2890.098633
	Iteration 7Q: 3 clusters Score -653842.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -653974.812500 Penalty: 2890.098633
	Iteration 8Q: 3 clusters Score -653974.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -654089.625000 Penalty: 2890.098633
	Iteration 9Q: 3 clusters Score -654089.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -654188.312500 Penalty: 2890.098633
	Iteration 10Q: 3 clusters Score -654188.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -654285.625000 Penalty: 2890.098633
	Iteration 11Q: 3 clusters Score -654285.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -654383.375000 Penalty: 2890.098633
	Iteration 12Q: 3 clusters Score -654383.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -654465.625000 Penalty: 2890.098633
	Iteration 13Q: 3 clusters Score -654465.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -654547.937500 Penalty: 2890.098633
	Iteration 14Q: 3 clusters Score -654547.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -654626.500000 Penalty: 2890.098633
	Iteration 15Q: 3 clusters Score -654626.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -654706.437500 Penalty: 2890.098633
	Iteration 16Q: 3 clusters Score -654706.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -654767.125000 Penalty: 2890.098633
	Iteration 17Q: 3 clusters Score -654767.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -654816.375000 Penalty: 2890.098633
	Iteration 18Q: 3 clusters Score -654816.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -654852.312500 Penalty: 2890.098633
	Iteration 19Q: 3 clusters Score -654852.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -654889.875000 Penalty: 2890.098633
	Iteration 20F: 3 clusters Score -654889.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -654930.000000 Penalty: 2890.098633
	Iteration 21Q: 3 clusters Score -654930 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -654969.062500 Penalty: 2890.098633
	Iteration 22Q: 3 clusters Score -654969.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -655004.437500 Penalty: 2890.098633
	Iteration 23Q: 3 clusters Score -655004.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -655024.500000 Penalty: 2890.098633
	Iteration 24Q: 3 clusters Score -655024.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -655050.937500 Penalty: 2890.098633
	Iteration 25Q: 3 clusters Score -655050.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -655079.750000 Penalty: 2890.098633
	Iteration 26Q: 3 clusters Score -655079.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -655103.125000 Penalty: 2890.098633
	Iteration 27Q: 3 clusters Score -655103.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -655113.562500 Penalty: 2890.098633
	Iteration 28Q: 3 clusters Score -655113.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -655122.500000 Penalty: 2890.098633
	Iteration 29Q: 3 clusters Score -655122.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -655126.000000 Penalty: 2890.098633
	Iteration 30Q: 3 clusters Score -655126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -655132.875000 Penalty: 2890.098633
	Iteration 31Q: 3 clusters Score -655132.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -655135.687500 Penalty: 2890.098633
	Iteration 32Q: 3 clusters Score -655135.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -655140.875000 Penalty: 2890.098633
	Iteration 33Q: 3 clusters Score -655140.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -655143.062500 Penalty: 2890.098633
	Iteration 34Q: 3 clusters Score -655143.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -655147.312500 Penalty: 2890.098633
	Iteration 35Q: 3 clusters Score -655147.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -655152.750000 Penalty: 2890.098633
	Iteration 36Q: 3 clusters Score -655152.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -655157.187500 Penalty: 2890.098633
	Iteration 37Q: 3 clusters Score -655157.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -655158.625000 Penalty: 2890.098633
	Iteration 38Q: 3 clusters Score -655158.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -655163.312500 Penalty: 2890.098633
	Iteration 39Q: 3 clusters Score -655163.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -655165.437500 Penalty: 2890.098633
	Iteration 40F: 3 clusters Score -655165.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -655167.687500 Penalty: 2890.098633
	Iteration 41Q: 3 clusters Score -655167.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -655173.500000 Penalty: 2890.098633
	Iteration 42Q: 3 clusters Score -655173.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -655179.875000 Penalty: 2890.098633
	Iteration 43Q: 3 clusters Score -655179.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -655190.250000 Penalty: 2890.098633
	Iteration 44Q: 3 clusters Score -655190.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -655199.187500 Penalty: 2890.098633
	Iteration 45Q: 3 clusters Score -655199.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -655202.250000 Penalty: 2890.098633
	Iteration 46Q: 3 clusters Score -655202.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -655209.812500 Penalty: 2890.098633
	Iteration 47Q: 3 clusters Score -655209.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -655215.000000 Penalty: 2890.098633
	Iteration 48Q: 3 clusters Score -655215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -655217.937500 Penalty: 2890.098633
	Iteration 49Q: 3 clusters Score -655217.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -655220.062500 Penalty: 2890.098633
	Iteration 50Q: 3 clusters Score -655220.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -655222.750000 Penalty: 2890.098633
	Iteration 51Q: 3 clusters Score -655222.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -655225.000000 Penalty: 2890.098633
	Iteration 52Q: 3 clusters Score -655225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -655229.687500 Penalty: 2890.098633
	Iteration 53Q: 3 clusters Score -655229.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -655233.062500 Penalty: 2890.098633
	Iteration 54Q: 3 clusters Score -655233.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -655233.875000 Penalty: 2890.098633
	Iteration 55Q: 3 clusters Score -655233.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -655234.625000 Penalty: 2890.098633
	Iteration 56Q: 3 clusters Score -655234.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -655235.437500 Penalty: 2890.098633
	Iteration 57Q: 3 clusters Score -655235.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -655235.437500 Penalty: 2890.098633
	Iteration 58F: 3 clusters Score -655235.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Entering Unmasked Estep 
Score: -94557.195312 Penalty: 1142.082764
	Iteration 0F: 2 clusters Score -94557.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -93035.898438 Penalty: 2284.165527
	Iteration 0F: 3 clusters Score -93035.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -93371.390625 Penalty: 2284.165527
	Iteration 1F: 3 clusters Score -93371.39 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -93512.351562 Penalty: 2284.165527
	Iteration 2F: 3 clusters Score -93512.35 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -93591.968750 Penalty: 2284.165527
	Iteration 3F: 3 clusters Score -93591.97 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -93648.226562 Penalty: 2284.165527
	Iteration 4Q: 3 clusters Score -93648.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -93691.320312 Penalty: 2284.165527
	Iteration 5Q: 3 clusters Score -93691.32 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -93736.570312 Penalty: 2284.165527
	Iteration 6Q: 3 clusters Score -93736.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -93762.156250 Penalty: 2284.165527
	Iteration 7Q: 3 clusters Score -93762.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -93782.320312 Penalty: 2284.165527
	Iteration 8Q: 3 clusters Score -93782.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -93801.460938 Penalty: 2284.165527
	Iteration 9Q: 3 clusters Score -93801.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -93833.015625 Penalty: 2284.165527
	Iteration 10Q: 3 clusters Score -93833.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -93852.914062 Penalty: 2284.165527
	Iteration 11Q: 3 clusters Score -93852.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -93874.757812 Penalty: 2284.165527
	Iteration 12Q: 3 clusters Score -93874.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -93884.304688 Penalty: 2284.165527
	Iteration 13Q: 3 clusters Score -93884.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -93891.664062 Penalty: 2284.165527
	Iteration 14Q: 3 clusters Score -93891.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -93896.132812 Penalty: 2284.165527
	Iteration 15Q: 3 clusters Score -93896.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -93897.960938 Penalty: 2284.165527
	Iteration 16Q: 3 clusters Score -93897.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -93899.187500 Penalty: 2284.165527
	Iteration 17Q: 3 clusters Score -93899.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -93899.187500 Penalty: 2284.165527
	Iteration 18F: 3 clusters Score -93899.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Entering Unmasked Estep 
Score: -649041.500000 Penalty: 1445.160889
	Iteration 0F: 2 clusters Score -649041.5 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 3685 members 
Entering Unmasked Estep 
Score: -643641.125000 Penalty: 2890.321777
	Iteration 0F: 3 clusters Score -643641.1 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -645437.875000 Penalty: 2890.321777
	Iteration 1F: 3 clusters Score -645437.9 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -645809.312500 Penalty: 2890.321777
	Iteration 2F: 3 clusters Score -645809.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -646115.687500 Penalty: 2890.321777
	Iteration 3F: 3 clusters Score -646115.7 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -646394.187500 Penalty: 2890.321777
	Iteration 4F: 3 clusters Score -646394.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -646658.750000 Penalty: 2890.321777
	Iteration 5F: 3 clusters Score -646658.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -646870.000000 Penalty: 2890.321777
	Iteration 6Q: 3 clusters Score -646870 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -647052.187500 Penalty: 2890.321777
	Iteration 7Q: 3 clusters Score -647052.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -647190.500000 Penalty: 2890.321777
	Iteration 8Q: 3 clusters Score -647190.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -647307.125000 Penalty: 2890.321777
	Iteration 9Q: 3 clusters Score -647307.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -647388.062500 Penalty: 2890.321777
	Iteration 10Q: 3 clusters Score -647388.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -647438.875000 Penalty: 2890.321777
	Iteration 11Q: 3 clusters Score -647438.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -647479.250000 Penalty: 2890.321777
	Iteration 12Q: 3 clusters Score -647479.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -647511.062500 Penalty: 2890.321777
	Iteration 13Q: 3 clusters Score -647511.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -647533.437500 Penalty: 2890.321777
	Iteration 14Q: 3 clusters Score -647533.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -647553.937500 Penalty: 2890.321777
	Iteration 15Q: 3 clusters Score -647553.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -647568.250000 Penalty: 2890.321777
	Iteration 16Q: 3 clusters Score -647568.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -647579.687500 Penalty: 2890.321777
	Iteration 17Q: 3 clusters Score -647579.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -647593.875000 Penalty: 2890.321777
	Iteration 18Q: 3 clusters Score -647593.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -647607.750000 Penalty: 2890.321777
	Iteration 19Q: 3 clusters Score -647607.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -647619.312500 Penalty: 2890.321777
	Iteration 20F: 3 clusters Score -647619.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -647628.750000 Penalty: 2890.321777
	Iteration 21Q: 3 clusters Score -647628.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -647637.875000 Penalty: 2890.321777
	Iteration 22Q: 3 clusters Score -647637.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -647649.937500 Penalty: 2890.321777
	Iteration 23Q: 3 clusters Score -647649.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -647665.125000 Penalty: 2890.321777
	Iteration 24Q: 3 clusters Score -647665.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -647677.937500 Penalty: 2890.321777
	Iteration 25Q: 3 clusters Score -647677.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -647689.062500 Penalty: 2890.321777
	Iteration 26Q: 3 clusters Score -647689.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -647694.125000 Penalty: 2890.321777
	Iteration 27Q: 3 clusters Score -647694.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -647701.125000 Penalty: 2890.321777
	Iteration 28Q: 3 clusters Score -647701.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -647707.937500 Penalty: 2890.321777
	Iteration 29Q: 3 clusters Score -647707.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -647714.562500 Penalty: 2890.321777
	Iteration 30Q: 3 clusters Score -647714.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -647720.125000 Penalty: 2890.321777
	Iteration 31Q: 3 clusters Score -647720.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -647726.750000 Penalty: 2890.321777
	Iteration 32Q: 3 clusters Score -647726.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -647731.000000 Penalty: 2890.321777
	Iteration 33Q: 3 clusters Score -647731 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -647735.562500 Penalty: 2890.321777
	Iteration 34Q: 3 clusters Score -647735.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -647740.500000 Penalty: 2890.321777
	Iteration 35Q: 3 clusters Score -647740.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -647747.000000 Penalty: 2890.321777
	Iteration 36Q: 3 clusters Score -647747 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -647753.500000 Penalty: 2890.321777
	Iteration 37Q: 3 clusters Score -647753.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -647757.937500 Penalty: 2890.321777
	Iteration 38Q: 3 clusters Score -647757.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -647760.875000 Penalty: 2890.321777
	Iteration 39Q: 3 clusters Score -647760.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -647763.312500 Penalty: 2890.321777
	Iteration 40F: 3 clusters Score -647763.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -647763.250000 Penalty: 2890.321777
	Iteration 41Q: 3 clusters Score -647763.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -647765.500000 Penalty: 2890.321777
	Iteration 42Q: 3 clusters Score -647765.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -647766.500000 Penalty: 2890.321777
	Iteration 43Q: 3 clusters Score -647766.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -647767.375000 Penalty: 2890.321777
	Iteration 44Q: 3 clusters Score -647767.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -647768.125000 Penalty: 2890.321777
	Iteration 45Q: 3 clusters Score -647768.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -647768.812500 Penalty: 2890.321777
	Iteration 46Q: 3 clusters Score -647768.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -647770.312500 Penalty: 2890.321777
	Iteration 47Q: 3 clusters Score -647770.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -647770.750000 Penalty: 2890.321777
	Iteration 48Q: 3 clusters Score -647770.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -647773.875000 Penalty: 2890.321777
	Iteration 49Q: 3 clusters Score -647773.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -647776.375000 Penalty: 2890.321777
	Iteration 50Q: 3 clusters Score -647776.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -647779.500000 Penalty: 2890.321777
	Iteration 51Q: 3 clusters Score -647779.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -647781.437500 Penalty: 2890.321777
	Iteration 52Q: 3 clusters Score -647781.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -647785.375000 Penalty: 2890.321777
	Iteration 53Q: 3 clusters Score -647785.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -647789.937500 Penalty: 2890.321777
	Iteration 54Q: 3 clusters Score -647789.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -647794.500000 Penalty: 2890.321777
	Iteration 55Q: 3 clusters Score -647794.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -647796.750000 Penalty: 2890.321777
	Iteration 56Q: 3 clusters Score -647796.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -647799.500000 Penalty: 2890.321777
	Iteration 57Q: 3 clusters Score -647799.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -647802.812500 Penalty: 2890.321777
	Iteration 58Q: 3 clusters Score -647802.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -647802.750000 Penalty: 2890.321777
	Iteration 59Q: 3 clusters Score -647802.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -647805.250000 Penalty: 2890.321777
	Iteration 60F: 3 clusters Score -647805.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -647805.375000 Penalty: 2890.321777
	Iteration 61Q: 3 clusters Score -647805.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -647805.687500 Penalty: 2890.321777
	Iteration 62Q: 3 clusters Score -647805.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -647806.937500 Penalty: 2890.321777
	Iteration 63Q: 3 clusters Score -647806.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -647806.875000 Penalty: 2890.321777
	Iteration 64Q: 3 clusters Score -647806.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -647807.375000 Penalty: 2890.321777
	Iteration 65Q: 3 clusters Score -647807.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -647808.062500 Penalty: 2890.321777
	Iteration 66Q: 3 clusters Score -647808.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -647808.062500 Penalty: 2890.321777
	Iteration 67F: 3 clusters Score -647808.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Entering Unmasked Estep 
Score: -707190.125000 Penalty: 1461.189575
	Iteration 0F: 2 clusters Score -707190.1 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 4071 members 
Entering Unmasked Estep 
Score: -701360.625000 Penalty: 2922.379150
	Iteration 0F: 3 clusters Score -701360.6 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -703287.500000 Penalty: 2922.379150
	Iteration 1F: 3 clusters Score -703287.5 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -703761.187500 Penalty: 2922.379150
	Iteration 2F: 3 clusters Score -703761.2 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -704379.812500 Penalty: 2922.379150
	Iteration 3F: 3 clusters Score -704379.8 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -705079.875000 Penalty: 2922.379150
	Iteration 4F: 3 clusters Score -705079.9 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -705650.375000 Penalty: 2922.379150
	Iteration 5F: 3 clusters Score -705650.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -706123.312500 Penalty: 2922.379150
	Iteration 6F: 3 clusters Score -706123.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -706463.187500 Penalty: 2922.379150
	Iteration 7Q: 3 clusters Score -706463.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -706832.125000 Penalty: 2922.379150
	Iteration 8Q: 3 clusters Score -706832.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -707210.125000 Penalty: 2922.379150
	Iteration 9Q: 3 clusters Score -707210.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -707404.000000 Penalty: 2922.379150
	Iteration 10Q: 3 clusters Score -707404 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -707476.312500 Penalty: 2922.379150
	Iteration 11Q: 3 clusters Score -707476.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -707515.562500 Penalty: 2922.379150
	Iteration 12Q: 3 clusters Score -707515.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -707535.500000 Penalty: 2922.379150
	Iteration 13Q: 3 clusters Score -707535.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -707547.812500 Penalty: 2922.379150
	Iteration 14Q: 3 clusters Score -707547.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -707554.562500 Penalty: 2922.379150
	Iteration 15Q: 3 clusters Score -707554.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -707558.125000 Penalty: 2922.379150
	Iteration 16Q: 3 clusters Score -707558.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -707557.875000 Penalty: 2922.379150
	Iteration 17Q: 3 clusters Score -707557.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -707559.437500 Penalty: 2922.379150
	Iteration 18Q: 3 clusters Score -707559.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -707560.125000 Penalty: 2922.379150
	Iteration 19Q: 3 clusters Score -707560.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -707561.375000 Penalty: 2922.379150
	Iteration 20F: 3 clusters Score -707561.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63978 members 
Mstep: Class 2 contains 4397 members 
Mstep: Class 3 contains 51295 members 
Mstep: Class 4 contains 11154 members 
Mstep: Class 5 contains 10464 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 27026 members 
Mstep: Class 8 contains 1964 members 
Mstep: Class 9 contains 14377 members 
Mstep: Class 10 contains 71895 members 
Mstep: Class 11 contains 24913 members 
Mstep: Class 12 contains 5615 members 
Mstep: Class 13 contains 124951 members 
Mstep: Class 14 contains 115699 members 
Mstep: Class 15 contains 59449 members 
Mstep: Class 16 contains 18503 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40780 members 
Mstep: Class 19 contains 7278 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 7283 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 59652 members 
Mstep: Class 24 contains 1998 members 
Mstep: Class 25 contains 8709 members 
Mstep: Class 26 contains 63807 members 
Mstep: Class 27 contains 1805 members 
Mstep: Class 28 contains 20859 members 
Mstep: Class 29 contains 76538 members 
Mstep: Class 30 contains 4224 members 
Mstep: Class 31 contains 1126 members 
Mstep: Class 32 contains 5391 members 
Mstep: Class 33 contains 16937 members 
Mstep: Class 34 contains 1050 members 
Mstep: Class 35 contains 1864 members 
Mstep: Class 36 contains 3252 members 
Mstep: Class 37 contains 3721 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 13033 members 
Mstep: Class 40 contains 6333 members 
Entering Unmasked Estep 
Score: -84462000.000000 Penalty: 89524.148438
Splitting cluster 22 changes total score from -84462376.000000 to -84462000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (59652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59652 members 
Entering Unmasked Estep 
Score: -5496708.500000 Penalty: 1786.895874
	Iteration 0F: 2 clusters Score -5496708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -5456815.000000 Penalty: 3573.791748
	Iteration 0F: 3 clusters Score -5456815 nChanged 28233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -5473080.000000 Penalty: 3573.791748
	Iteration 1F: 3 clusters Score -5473080 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -5473636.500000 Penalty: 3573.791748
	Iteration 2Q: 3 clusters Score -5473636 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -5474400.000000 Penalty: 3573.791748
	Iteration 3Q: 3 clusters Score -5474400 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -5475269.500000 Penalty: 3573.791748
	Iteration 4Q: 3 clusters Score -5475270 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -5476451.000000 Penalty: 3573.791748
	Iteration 5Q: 3 clusters Score -5476451 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -5477990.500000 Penalty: 3573.791748
	Iteration 6F: 3 clusters Score -5477990 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -5479878.000000 Penalty: 3573.791748
	Iteration 7F: 3 clusters Score -5479878 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -5482277.000000 Penalty: 3573.791748
	Iteration 8F: 3 clusters Score -5482277 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48520 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -5485028.500000 Penalty: 3573.791748
	Iteration 9F: 3 clusters Score -5485028 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52202 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -5488123.500000 Penalty: 3573.791748
	Iteration 10F: 3 clusters Score -5488124 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55382 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -5491140.500000 Penalty: 3573.791748
	Iteration 11F: 3 clusters Score -5491140 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57606 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -5493296.000000 Penalty: 3573.791748
	Iteration 12Q: 3 clusters Score -5493296 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58762 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -5494393.000000 Penalty: 3573.791748
	Iteration 13Q: 3 clusters Score -5494393 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59180 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5494798.500000 Penalty: 3573.791748
	Iteration 14Q: 3 clusters Score -5494798 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59316 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5494938.500000 Penalty: 3573.791748
	Iteration 15Q: 3 clusters Score -5494938 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59370 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5495026.500000 Penalty: 3573.791748
	Iteration 16Q: 3 clusters Score -5495026 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59402 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5495073.500000 Penalty: 3573.791748
	Iteration 17Q: 3 clusters Score -5495074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59416 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5495096.500000 Penalty: 3573.791748
	Iteration 18Q: 3 clusters Score -5495096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59425 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5495101.500000 Penalty: 3573.791748
	Iteration 19Q: 3 clusters Score -5495102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59438 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5495121.500000 Penalty: 3573.791748
	Iteration 20F: 3 clusters Score -5495122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59446 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5495142.500000 Penalty: 3573.791748
	Iteration 21Q: 3 clusters Score -5495142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59452 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5495167.000000 Penalty: 3573.791748
	Iteration 22Q: 3 clusters Score -5495167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59457 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5495168.500000 Penalty: 3573.791748
	Iteration 23Q: 3 clusters Score -5495168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59458 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5495177.000000 Penalty: 3573.791748
	Iteration 24Q: 3 clusters Score -5495177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59457 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5495180.500000 Penalty: 3573.791748
	Iteration 25Q: 3 clusters Score -5495180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59457 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5495181.500000 Penalty: 3573.791748
	Iteration 26Q: 3 clusters Score -5495182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59457 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5495181.500000 Penalty: 3573.791748
	Iteration 27F: 3 clusters Score -5495182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -170298.937500 Penalty: 1234.984131
	Iteration 0F: 2 clusters Score -170298.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -168234.578125 Penalty: 2469.968262
	Iteration 0F: 3 clusters Score -168234.6 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -168704.625000 Penalty: 2469.968262
	Iteration 1F: 3 clusters Score -168704.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -168845.421875 Penalty: 2469.968262
	Iteration 2F: 3 clusters Score -168845.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -168967.421875 Penalty: 2469.968262
	Iteration 3F: 3 clusters Score -168967.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -169072.250000 Penalty: 2469.968262
	Iteration 4Q: 3 clusters Score -169072.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -169163.140625 Penalty: 2469.968262
	Iteration 5Q: 3 clusters Score -169163.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -169239.062500 Penalty: 2469.968262
	Iteration 6Q: 3 clusters Score -169239.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -169309.812500 Penalty: 2469.968262
	Iteration 7Q: 3 clusters Score -169309.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -169401.234375 Penalty: 2469.968262
	Iteration 8Q: 3 clusters Score -169401.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -169491.156250 Penalty: 2469.968262
	Iteration 9Q: 3 clusters Score -169491.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -169584.875000 Penalty: 2469.968262
	Iteration 10Q: 3 clusters Score -169584.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -169697.593750 Penalty: 2469.968262
	Iteration 11Q: 3 clusters Score -169697.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -169750.000000 Penalty: 2469.968262
	Iteration 12Q: 3 clusters Score -169750 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -169795.125000 Penalty: 2469.968262
	Iteration 13Q: 3 clusters Score -169795.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -169829.093750 Penalty: 2469.968262
	Iteration 14Q: 3 clusters Score -169829.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -169875.375000 Penalty: 2469.968262
	Iteration 15Q: 3 clusters Score -169875.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -169912.390625 Penalty: 2469.968262
	Iteration 16Q: 3 clusters Score -169912.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -169958.281250 Penalty: 2469.968262
	Iteration 17Q: 3 clusters Score -169958.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -170000.109375 Penalty: 2469.968262
	Iteration 18Q: 3 clusters Score -170000.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -170042.078125 Penalty: 2469.968262
	Iteration 19Q: 3 clusters Score -170042.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -170074.500000 Penalty: 2469.968262
	Iteration 20F: 3 clusters Score -170074.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -170110.718750 Penalty: 2469.968262
	Iteration 21Q: 3 clusters Score -170110.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -170138.140625 Penalty: 2469.968262
	Iteration 22Q: 3 clusters Score -170138.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -170156.093750 Penalty: 2469.968262
	Iteration 23Q: 3 clusters Score -170156.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -170163.625000 Penalty: 2469.968262
	Iteration 24Q: 3 clusters Score -170163.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -170171.125000 Penalty: 2469.968262
	Iteration 25Q: 3 clusters Score -170171.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -170173.953125 Penalty: 2469.968262
	Iteration 26Q: 3 clusters Score -170174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -170177.453125 Penalty: 2469.968262
	Iteration 27Q: 3 clusters Score -170177.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -170178.125000 Penalty: 2469.968262
	Iteration 28Q: 3 clusters Score -170178.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -170178.468750 Penalty: 2469.968262
	Iteration 29Q: 3 clusters Score -170178.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -170178.468750 Penalty: 2469.968262
	Iteration 30F: 3 clusters Score -170178.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Entering Unmasked Estep 
Score: -729768.125000 Penalty: 1474.218262
	Iteration 0F: 2 clusters Score -729768.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -723264.312500 Penalty: 2948.436523
	Iteration 0F: 3 clusters Score -723264.3 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -725412.125000 Penalty: 2948.436523
	Iteration 1F: 3 clusters Score -725412.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -725715.375000 Penalty: 2948.436523
	Iteration 2F: 3 clusters Score -725715.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -725972.500000 Penalty: 2948.436523
	Iteration 3F: 3 clusters Score -725972.5 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -726230.937500 Penalty: 2948.436523
	Iteration 4F: 3 clusters Score -726230.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -726466.437500 Penalty: 2948.436523
	Iteration 5Q: 3 clusters Score -726466.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -726675.625000 Penalty: 2948.436523
	Iteration 6Q: 3 clusters Score -726675.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -726851.687500 Penalty: 2948.436523
	Iteration 7Q: 3 clusters Score -726851.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -727018.625000 Penalty: 2948.436523
	Iteration 8Q: 3 clusters Score -727018.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -727159.312500 Penalty: 2948.436523
	Iteration 9Q: 3 clusters Score -727159.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -727285.062500 Penalty: 2948.436523
	Iteration 10Q: 3 clusters Score -727285.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -727428.875000 Penalty: 2948.436523
	Iteration 11Q: 3 clusters Score -727428.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -727585.750000 Penalty: 2948.436523
	Iteration 12Q: 3 clusters Score -727585.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -727740.750000 Penalty: 2948.436523
	Iteration 13Q: 3 clusters Score -727740.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -727864.812500 Penalty: 2948.436523
	Iteration 14Q: 3 clusters Score -727864.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -727962.125000 Penalty: 2948.436523
	Iteration 15Q: 3 clusters Score -727962.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -728062.062500 Penalty: 2948.436523
	Iteration 16Q: 3 clusters Score -728062.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -728126.250000 Penalty: 2948.436523
	Iteration 17Q: 3 clusters Score -728126.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -728170.312500 Penalty: 2948.436523
	Iteration 18Q: 3 clusters Score -728170.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -728203.875000 Penalty: 2948.436523
	Iteration 19Q: 3 clusters Score -728203.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -728227.875000 Penalty: 2948.436523
	Iteration 20F: 3 clusters Score -728227.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -728253.125000 Penalty: 2948.436523
	Iteration 21Q: 3 clusters Score -728253.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -728269.937500 Penalty: 2948.436523
	Iteration 22Q: 3 clusters Score -728269.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -728286.062500 Penalty: 2948.436523
	Iteration 23Q: 3 clusters Score -728286.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -728296.875000 Penalty: 2948.436523
	Iteration 24Q: 3 clusters Score -728296.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -728303.250000 Penalty: 2948.436523
	Iteration 25Q: 3 clusters Score -728303.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -728311.812500 Penalty: 2948.436523
	Iteration 26Q: 3 clusters Score -728311.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -728319.000000 Penalty: 2948.436523
	Iteration 27Q: 3 clusters Score -728319 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -728329.812500 Penalty: 2948.436523
	Iteration 28Q: 3 clusters Score -728329.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -728339.937500 Penalty: 2948.436523
	Iteration 29Q: 3 clusters Score -728339.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -728346.437500 Penalty: 2948.436523
	Iteration 30Q: 3 clusters Score -728346.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -728351.500000 Penalty: 2948.436523
	Iteration 31Q: 3 clusters Score -728351.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -728357.750000 Penalty: 2948.436523
	Iteration 32Q: 3 clusters Score -728357.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -728361.312500 Penalty: 2948.436523
	Iteration 33Q: 3 clusters Score -728361.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -728367.625000 Penalty: 2948.436523
	Iteration 34Q: 3 clusters Score -728367.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -728371.625000 Penalty: 2948.436523
	Iteration 35Q: 3 clusters Score -728371.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -728379.312500 Penalty: 2948.436523
	Iteration 36Q: 3 clusters Score -728379.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -728387.375000 Penalty: 2948.436523
	Iteration 37Q: 3 clusters Score -728387.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -728392.187500 Penalty: 2948.436523
	Iteration 38Q: 3 clusters Score -728392.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -728393.562500 Penalty: 2948.436523
	Iteration 39Q: 3 clusters Score -728393.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -728397.937500 Penalty: 2948.436523
	Iteration 40F: 3 clusters Score -728397.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -728402.062500 Penalty: 2948.436523
	Iteration 41Q: 3 clusters Score -728402.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -728403.312500 Penalty: 2948.436523
	Iteration 42Q: 3 clusters Score -728403.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -728410.125000 Penalty: 2948.436523
	Iteration 43Q: 3 clusters Score -728410.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -728412.125000 Penalty: 2948.436523
	Iteration 44Q: 3 clusters Score -728412.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -728414.375000 Penalty: 2948.436523
	Iteration 45Q: 3 clusters Score -728414.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -728420.500000 Penalty: 2948.436523
	Iteration 46Q: 3 clusters Score -728420.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -728426.312500 Penalty: 2948.436523
	Iteration 47Q: 3 clusters Score -728426.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -728430.875000 Penalty: 2948.436523
	Iteration 48Q: 3 clusters Score -728430.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -728434.625000 Penalty: 2948.436523
	Iteration 49Q: 3 clusters Score -728434.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -728441.875000 Penalty: 2948.436523
	Iteration 50Q: 3 clusters Score -728441.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -728449.375000 Penalty: 2948.436523
	Iteration 51Q: 3 clusters Score -728449.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -728461.687500 Penalty: 2948.436523
	Iteration 52Q: 3 clusters Score -728461.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -728474.437500 Penalty: 2948.436523
	Iteration 53Q: 3 clusters Score -728474.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -728484.937500 Penalty: 2948.436523
	Iteration 54Q: 3 clusters Score -728484.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -728493.125000 Penalty: 2948.436523
	Iteration 55Q: 3 clusters Score -728493.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -728501.187500 Penalty: 2948.436523
	Iteration 56Q: 3 clusters Score -728501.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -728510.250000 Penalty: 2948.436523
	Iteration 57Q: 3 clusters Score -728510.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -728520.187500 Penalty: 2948.436523
	Iteration 58Q: 3 clusters Score -728520.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -728523.562500 Penalty: 2948.436523
	Iteration 59Q: 3 clusters Score -728523.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -728529.125000 Penalty: 2948.436523
	Iteration 60F: 3 clusters Score -728529.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -728536.687500 Penalty: 2948.436523
	Iteration 61Q: 3 clusters Score -728536.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -728545.062500 Penalty: 2948.436523
	Iteration 62Q: 3 clusters Score -728545.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -728552.875000 Penalty: 2948.436523
	Iteration 63Q: 3 clusters Score -728552.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -728556.937500 Penalty: 2948.436523
	Iteration 64Q: 3 clusters Score -728556.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -728558.375000 Penalty: 2948.436523
	Iteration 65Q: 3 clusters Score -728558.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -728560.312500 Penalty: 2948.436523
	Iteration 66Q: 3 clusters Score -728560.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -728565.312500 Penalty: 2948.436523
	Iteration 67Q: 3 clusters Score -728565.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -728567.062500 Penalty: 2948.436523
	Iteration 68Q: 3 clusters Score -728567.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -728572.625000 Penalty: 2948.436523
	Iteration 69Q: 3 clusters Score -728572.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -728577.500000 Penalty: 2948.436523
	Iteration 70Q: 3 clusters Score -728577.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -728584.437500 Penalty: 2948.436523
	Iteration 71Q: 3 clusters Score -728584.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -728590.375000 Penalty: 2948.436523
	Iteration 72Q: 3 clusters Score -728590.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -728594.750000 Penalty: 2948.436523
	Iteration 73Q: 3 clusters Score -728594.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -728598.937500 Penalty: 2948.436523
	Iteration 74Q: 3 clusters Score -728598.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -728604.750000 Penalty: 2948.436523
	Iteration 75Q: 3 clusters Score -728604.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -728607.000000 Penalty: 2948.436523
	Iteration 76Q: 3 clusters Score -728607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -728610.687500 Penalty: 2948.436523
	Iteration 77Q: 3 clusters Score -728610.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -728609.687500 Penalty: 2948.436523
	Iteration 78Q: 3 clusters Score -728609.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -728611.187500 Penalty: 2948.436523
	Iteration 79Q: 3 clusters Score -728611.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -728612.562500 Penalty: 2948.436523
	Iteration 80F: 3 clusters Score -728612.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -728614.125000 Penalty: 2948.436523
	Iteration 81Q: 3 clusters Score -728614.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -728615.437500 Penalty: 2948.436523
	Iteration 82Q: 3 clusters Score -728615.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -728616.625000 Penalty: 2948.436523
	Iteration 83Q: 3 clusters Score -728616.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -728616.312500 Penalty: 2948.436523
	Iteration 84Q: 3 clusters Score -728616.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -728617.562500 Penalty: 2948.436523
	Iteration 85Q: 3 clusters Score -728617.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -728618.250000 Penalty: 2948.436523
	Iteration 86Q: 3 clusters Score -728618.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -728619.187500 Penalty: 2948.436523
	Iteration 87Q: 3 clusters Score -728619.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -728622.812500 Penalty: 2948.436523
	Iteration 88Q: 3 clusters Score -728622.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -728628.875000 Penalty: 2948.436523
	Iteration 89Q: 3 clusters Score -728628.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -728635.312500 Penalty: 2948.436523
	Iteration 90Q: 3 clusters Score -728635.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -728644.437500 Penalty: 2948.436523
	Iteration 91Q: 3 clusters Score -728644.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -728650.937500 Penalty: 2948.436523
	Iteration 92Q: 3 clusters Score -728650.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -728658.875000 Penalty: 2948.436523
	Iteration 93Q: 3 clusters Score -728658.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -728663.250000 Penalty: 2948.436523
	Iteration 94Q: 3 clusters Score -728663.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -728669.750000 Penalty: 2948.436523
	Iteration 95Q: 3 clusters Score -728669.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -728678.687500 Penalty: 2948.436523
	Iteration 96Q: 3 clusters Score -728678.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -728682.312500 Penalty: 2948.436523
	Iteration 97Q: 3 clusters Score -728682.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -728689.062500 Penalty: 2948.436523
	Iteration 98Q: 3 clusters Score -728689.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -728695.187500 Penalty: 2948.436523
	Iteration 99Q: 3 clusters Score -728695.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -728702.000000 Penalty: 2948.436523
	Iteration 100F: 3 clusters Score -728702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -728711.000000 Penalty: 2948.436523
	Iteration 101Q: 3 clusters Score -728711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -728719.750000 Penalty: 2948.436523
	Iteration 102Q: 3 clusters Score -728719.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -728727.125000 Penalty: 2948.436523
	Iteration 103Q: 3 clusters Score -728727.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -728735.437500 Penalty: 2948.436523
	Iteration 104Q: 3 clusters Score -728735.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -728741.187500 Penalty: 2948.436523
	Iteration 105Q: 3 clusters Score -728741.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -728744.562500 Penalty: 2948.436523
	Iteration 106Q: 3 clusters Score -728744.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -728746.000000 Penalty: 2948.436523
	Iteration 107Q: 3 clusters Score -728746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -728747.187500 Penalty: 2948.436523
	Iteration 108Q: 3 clusters Score -728747.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -728748.500000 Penalty: 2948.436523
	Iteration 109Q: 3 clusters Score -728748.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -728749.937500 Penalty: 2948.436523
	Iteration 110Q: 3 clusters Score -728749.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -728750.625000 Penalty: 2948.436523
	Iteration 111Q: 3 clusters Score -728750.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -728749.687500 Penalty: 2948.436523
	Iteration 112Q: 3 clusters Score -728749.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -728749.687500 Penalty: 2948.436523
	Iteration 113F: 3 clusters Score -728749.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (63807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63807 members 
Entering Unmasked Estep 
Score: -5907440.500000 Penalty: 1797.837891
	Iteration 0F: 2 clusters Score -5907440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -5864778.500000 Penalty: 3595.675781
	Iteration 0F: 3 clusters Score -5864778 nChanged 30135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -5881982.000000 Penalty: 3595.675781
	Iteration 1F: 3 clusters Score -5881982 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -5882406.500000 Penalty: 3595.675781
	Iteration 2Q: 3 clusters Score -5882406 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -5882825.500000 Penalty: 3595.675781
	Iteration 3Q: 3 clusters Score -5882826 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -5883241.000000 Penalty: 3595.675781
	Iteration 4Q: 3 clusters Score -5883241 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -5883702.500000 Penalty: 3595.675781
	Iteration 5Q: 3 clusters Score -5883702 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -5884345.500000 Penalty: 3595.675781
	Iteration 6Q: 3 clusters Score -5884346 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -5885196.500000 Penalty: 3595.675781
	Iteration 7Q: 3 clusters Score -5885196 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -5886517.500000 Penalty: 3595.675781
	Iteration 8Q: 3 clusters Score -5886518 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -5888387.500000 Penalty: 3595.675781
	Iteration 9F: 3 clusters Score -5888388 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -5890588.000000 Penalty: 3595.675781
	Iteration 10F: 3 clusters Score -5890588 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -5892671.500000 Penalty: 3595.675781
	Iteration 11F: 3 clusters Score -5892672 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -5894192.000000 Penalty: 3595.675781
	Iteration 12Q: 3 clusters Score -5894192 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -5894921.000000 Penalty: 3595.675781
	Iteration 13Q: 3 clusters Score -5894921 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -5895324.000000 Penalty: 3595.675781
	Iteration 14Q: 3 clusters Score -5895324 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -5895526.000000 Penalty: 3595.675781
	Iteration 15Q: 3 clusters Score -5895526 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -5895650.500000 Penalty: 3595.675781
	Iteration 16Q: 3 clusters Score -5895650 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -5895721.500000 Penalty: 3595.675781
	Iteration 17Q: 3 clusters Score -5895722 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -5895836.000000 Penalty: 3595.675781
	Iteration 18Q: 3 clusters Score -5895836 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -5895878.500000 Penalty: 3595.675781
	Iteration 19Q: 3 clusters Score -5895878 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -5895937.000000 Penalty: 3595.675781
	Iteration 20F: 3 clusters Score -5895937 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -5895967.000000 Penalty: 3595.675781
	Iteration 21Q: 3 clusters Score -5895967 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -5895982.500000 Penalty: 3595.675781
	Iteration 22Q: 3 clusters Score -5895982 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -5896042.000000 Penalty: 3595.675781
	Iteration 23Q: 3 clusters Score -5896042 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -5896082.500000 Penalty: 3595.675781
	Iteration 24Q: 3 clusters Score -5896082 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -5896122.500000 Penalty: 3595.675781
	Iteration 25Q: 3 clusters Score -5896122 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -5896135.000000 Penalty: 3595.675781
	Iteration 26Q: 3 clusters Score -5896135 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -5896179.500000 Penalty: 3595.675781
	Iteration 27Q: 3 clusters Score -5896180 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -5896178.000000 Penalty: 3595.675781
	Iteration 28Q: 3 clusters Score -5896178 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -5896203.000000 Penalty: 3595.675781
	Iteration 29Q: 3 clusters Score -5896203 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -5896222.500000 Penalty: 3595.675781
	Iteration 30Q: 3 clusters Score -5896222 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -5896222.500000 Penalty: 3595.675781
	Iteration 31Q: 3 clusters Score -5896222 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -5896288.000000 Penalty: 3595.675781
	Iteration 32Q: 3 clusters Score -5896288 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -5896317.000000 Penalty: 3595.675781
	Iteration 33Q: 3 clusters Score -5896317 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -5896350.000000 Penalty: 3595.675781
	Iteration 34Q: 3 clusters Score -5896350 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -5896344.500000 Penalty: 3595.675781
	Iteration 35Q: 3 clusters Score -5896344 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -5896367.000000 Penalty: 3595.675781
	Iteration 36Q: 3 clusters Score -5896367 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -5896391.000000 Penalty: 3595.675781
	Iteration 37Q: 3 clusters Score -5896391 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -5896427.500000 Penalty: 3595.675781
	Iteration 38Q: 3 clusters Score -5896428 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -5896412.500000 Penalty: 3595.675781
	Iteration 39Q: 3 clusters Score -5896412 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -5896423.500000 Penalty: 3595.675781
	Iteration 40F: 3 clusters Score -5896424 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -5896436.500000 Penalty: 3595.675781
	Iteration 41Q: 3 clusters Score -5896436 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -5896469.500000 Penalty: 3595.675781
	Iteration 42Q: 3 clusters Score -5896470 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -5896503.500000 Penalty: 3595.675781
	Iteration 43Q: 3 clusters Score -5896504 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -5896517.500000 Penalty: 3595.675781
	Iteration 44Q: 3 clusters Score -5896518 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -5896538.000000 Penalty: 3595.675781
	Iteration 45Q: 3 clusters Score -5896538 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -5896556.500000 Penalty: 3595.675781
	Iteration 46Q: 3 clusters Score -5896556 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -5896573.500000 Penalty: 3595.675781
	Iteration 47Q: 3 clusters Score -5896574 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -5896614.000000 Penalty: 3595.675781
	Iteration 48Q: 3 clusters Score -5896614 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
Score: -5896612.000000 Penalty: 3595.675781
	Iteration 49Q: 3 clusters Score -5896612 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -5896614.500000 Penalty: 3595.675781
	Iteration 50Q: 3 clusters Score -5896614 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -5896638.500000 Penalty: 3595.675781
	Iteration 51Q: 3 clusters Score -5896638 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -5896649.000000 Penalty: 3595.675781
	Iteration 52Q: 3 clusters Score -5896649 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -5896675.000000 Penalty: 3595.675781
	Iteration 53Q: 3 clusters Score -5896675 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -5896718.000000 Penalty: 3595.675781
	Iteration 54Q: 3 clusters Score -5896718 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -5896764.500000 Penalty: 3595.675781
	Iteration 55Q: 3 clusters Score -5896764 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -5896830.000000 Penalty: 3595.675781
	Iteration 56Q: 3 clusters Score -5896830 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -5896890.500000 Penalty: 3595.675781
	Iteration 57Q: 3 clusters Score -5896890 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -5896949.000000 Penalty: 3595.675781
	Iteration 58Q: 3 clusters Score -5896949 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -5896987.000000 Penalty: 3595.675781
	Iteration 59Q: 3 clusters Score -5896987 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -5897052.000000 Penalty: 3595.675781
	Iteration 60F: 3 clusters Score -5897052 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -5897099.000000 Penalty: 3595.675781
	Iteration 61Q: 3 clusters Score -5897099 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -5897171.500000 Penalty: 3595.675781
	Iteration 62Q: 3 clusters Score -5897172 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -5897231.000000 Penalty: 3595.675781
	Iteration 63Q: 3 clusters Score -5897231 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -5897312.500000 Penalty: 3595.675781
	Iteration 64Q: 3 clusters Score -5897312 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -5897402.500000 Penalty: 3595.675781
	Iteration 65Q: 3 clusters Score -5897402 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 38124 members 
Entering Unmasked Estep 
Score: -5897512.000000 Penalty: 3595.675781
	Iteration 66Q: 3 clusters Score -5897512 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -5897624.000000 Penalty: 3595.675781
	Iteration 67Q: 3 clusters Score -5897624 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -5897696.500000 Penalty: 3595.675781
	Iteration 68Q: 3 clusters Score -5897696 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -5897778.500000 Penalty: 3595.675781
	Iteration 69Q: 3 clusters Score -5897778 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -5897924.500000 Penalty: 3595.675781
	Iteration 70Q: 3 clusters Score -5897924 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -5898012.000000 Penalty: 3595.675781
	Iteration 71Q: 3 clusters Score -5898012 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -5898149.000000 Penalty: 3595.675781
	Iteration 72Q: 3 clusters Score -5898149 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 41919 members 
Entering Unmasked Estep 
Score: -5898249.000000 Penalty: 3595.675781
	Iteration 73Q: 3 clusters Score -5898249 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -5898423.000000 Penalty: 3595.675781
	Iteration 74Q: 3 clusters Score -5898423 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -5898556.000000 Penalty: 3595.675781
	Iteration 75Q: 3 clusters Score -5898556 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -5898694.500000 Penalty: 3595.675781
	Iteration 76Q: 3 clusters Score -5898694 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -5898862.500000 Penalty: 3595.675781
	Iteration 77Q: 3 clusters Score -5898862 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -5899063.000000 Penalty: 3595.675781
	Iteration 78Q: 3 clusters Score -5899063 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -5899221.500000 Penalty: 3595.675781
	Iteration 79Q: 3 clusters Score -5899222 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 46952 members 
Entering Unmasked Estep 
Score: -5899446.500000 Penalty: 3595.675781
	Iteration 80F: 3 clusters Score -5899446 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 47809 members 
Entering Unmasked Estep 
Score: -5899695.500000 Penalty: 3595.675781
	Iteration 81Q: 3 clusters Score -5899696 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 48672 members 
Entering Unmasked Estep 
Score: -5899924.500000 Penalty: 3595.675781
	Iteration 82Q: 3 clusters Score -5899924 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -5900185.500000 Penalty: 3595.675781
	Iteration 83Q: 3 clusters Score -5900186 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 50532 members 
Entering Unmasked Estep 
Score: -5900481.500000 Penalty: 3595.675781
	Iteration 84Q: 3 clusters Score -5900482 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 51480 members 
Entering Unmasked Estep 
Score: -5900788.500000 Penalty: 3595.675781
	Iteration 85Q: 3 clusters Score -5900788 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 52427 members 
Entering Unmasked Estep 
Score: -5901134.000000 Penalty: 3595.675781
	Iteration 86Q: 3 clusters Score -5901134 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 53372 members 
Entering Unmasked Estep 
Score: -5901485.000000 Penalty: 3595.675781
	Iteration 87Q: 3 clusters Score -5901485 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 54325 members 
Entering Unmasked Estep 
Score: -5901824.500000 Penalty: 3595.675781
	Iteration 88Q: 3 clusters Score -5901824 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 55236 members 
Entering Unmasked Estep 
Score: -5902232.500000 Penalty: 3595.675781
	Iteration 89Q: 3 clusters Score -5902232 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 56145 members 
Entering Unmasked Estep 
Score: -5902612.500000 Penalty: 3595.675781
	Iteration 90Q: 3 clusters Score -5902612 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 56960 members 
Entering Unmasked Estep 
Score: -5902955.000000 Penalty: 3595.675781
	Iteration 91Q: 3 clusters Score -5902955 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 57726 members 
Entering Unmasked Estep 
Score: -5903254.000000 Penalty: 3595.675781
	Iteration 92Q: 3 clusters Score -5903254 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 58465 members 
Entering Unmasked Estep 
Score: -5903581.500000 Penalty: 3595.675781
	Iteration 93Q: 3 clusters Score -5903582 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 59117 members 
Entering Unmasked Estep 
Score: -5903882.500000 Penalty: 3595.675781
	Iteration 94Q: 3 clusters Score -5903882 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 59712 members 
Entering Unmasked Estep 
Score: -5904161.000000 Penalty: 3595.675781
	Iteration 95Q: 3 clusters Score -5904161 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 60257 members 
Entering Unmasked Estep 
Score: -5904420.500000 Penalty: 3595.675781
	Iteration 96Q: 3 clusters Score -5904420 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 60703 members 
Entering Unmasked Estep 
Score: -5904624.000000 Penalty: 3595.675781
	Iteration 97Q: 3 clusters Score -5904624 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 61093 members 
Entering Unmasked Estep 
Score: -5904787.000000 Penalty: 3595.675781
	Iteration 98Q: 3 clusters Score -5904787 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 61433 members 
Entering Unmasked Estep 
Score: -5904972.000000 Penalty: 3595.675781
	Iteration 99Q: 3 clusters Score -5904972 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 61754 members 
Entering Unmasked Estep 
Score: -5905136.000000 Penalty: 3595.675781
	Iteration 100F: 3 clusters Score -5905136 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 62020 members 
Entering Unmasked Estep 
Score: -5905270.500000 Penalty: 3595.675781
	Iteration 101Q: 3 clusters Score -5905270 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 62231 members 
Entering Unmasked Estep 
Score: -5905372.000000 Penalty: 3595.675781
	Iteration 102Q: 3 clusters Score -5905372 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 62408 members 
Entering Unmasked Estep 
Score: -5905465.000000 Penalty: 3595.675781
	Iteration 103Q: 3 clusters Score -5905465 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 62554 members 
Entering Unmasked Estep 
Score: -5905531.000000 Penalty: 3595.675781
	Iteration 104Q: 3 clusters Score -5905531 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 62673 members 
Entering Unmasked Estep 
Score: -5905590.500000 Penalty: 3595.675781
	Iteration 105Q: 3 clusters Score -5905590 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 62772 members 
Entering Unmasked Estep 
Score: -5905658.000000 Penalty: 3595.675781
	Iteration 106Q: 3 clusters Score -5905658 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 62847 members 
Entering Unmasked Estep 
Score: -5905675.500000 Penalty: 3595.675781
	Iteration 107Q: 3 clusters Score -5905676 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 62900 members 
Entering Unmasked Estep 
Score: -5905697.000000 Penalty: 3595.675781
	Iteration 108Q: 3 clusters Score -5905697 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 62956 members 
Entering Unmasked Estep 
Score: -5905726.500000 Penalty: 3595.675781
	Iteration 109Q: 3 clusters Score -5905726 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 62997 members 
Entering Unmasked Estep 
Score: -5905748.000000 Penalty: 3595.675781
	Iteration 110Q: 3 clusters Score -5905748 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 63034 members 
Entering Unmasked Estep 
Score: -5905765.000000 Penalty: 3595.675781
	Iteration 111Q: 3 clusters Score -5905765 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 63063 members 
Entering Unmasked Estep 
Score: -5905783.500000 Penalty: 3595.675781
	Iteration 112Q: 3 clusters Score -5905784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 63085 members 
Entering Unmasked Estep 
Score: -5905794.000000 Penalty: 3595.675781
	Iteration 113Q: 3 clusters Score -5905794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 63102 members 
Entering Unmasked Estep 
Score: -5905806.500000 Penalty: 3595.675781
	Iteration 114Q: 3 clusters Score -5905806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 63117 members 
Entering Unmasked Estep 
Score: -5905810.000000 Penalty: 3595.675781
	Iteration 115Q: 3 clusters Score -5905810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 63127 members 
Entering Unmasked Estep 
Score: -5905813.500000 Penalty: 3595.675781
	Iteration 116Q: 3 clusters Score -5905814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 63137 members 
Entering Unmasked Estep 
Score: -5905819.000000 Penalty: 3595.675781
	Iteration 117Q: 3 clusters Score -5905819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 63143 members 
Entering Unmasked Estep 
Score: -5905823.500000 Penalty: 3595.675781
	Iteration 118Q: 3 clusters Score -5905824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 63146 members 
Entering Unmasked Estep 
Score: -5905824.500000 Penalty: 3595.675781
	Iteration 119Q: 3 clusters Score -5905824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 63151 members 
Entering Unmasked Estep 
Score: -5905823.000000 Penalty: 3595.675781
	Iteration 120F: 3 clusters Score -5905823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 63154 members 
Entering Unmasked Estep 
Score: -5905823.500000 Penalty: 3595.675781
	Iteration 121Q: 3 clusters Score -5905824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 63159 members 
Entering Unmasked Estep 
Score: -5905825.500000 Penalty: 3595.675781
	Iteration 122Q: 3 clusters Score -5905826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 63162 members 
Entering Unmasked Estep 
Score: -5905824.000000 Penalty: 3595.675781
	Iteration 123Q: 3 clusters Score -5905824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 63164 members 
Entering Unmasked Estep 
Score: -5905826.500000 Penalty: 3595.675781
	Iteration 124Q: 3 clusters Score -5905826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 63169 members 
Entering Unmasked Estep 
Score: -5905830.500000 Penalty: 3595.675781
	Iteration 125Q: 3 clusters Score -5905830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 63175 members 
Entering Unmasked Estep 
Score: -5905834.500000 Penalty: 3595.675781
	Iteration 126Q: 3 clusters Score -5905834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 63183 members 
Entering Unmasked Estep 
Score: -5905838.500000 Penalty: 3595.675781
	Iteration 127Q: 3 clusters Score -5905838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 63193 members 
Entering Unmasked Estep 
Score: -5905847.000000 Penalty: 3595.675781
	Iteration 128Q: 3 clusters Score -5905847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 63203 members 
Entering Unmasked Estep 
Score: -5905855.000000 Penalty: 3595.675781
	Iteration 129Q: 3 clusters Score -5905855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 63209 members 
Entering Unmasked Estep 
Score: -5905855.500000 Penalty: 3595.675781
	Iteration 130Q: 3 clusters Score -5905856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 63211 members 
Entering Unmasked Estep 
Score: -5905855.500000 Penalty: 3595.675781
	Iteration 131Q: 3 clusters Score -5905856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 63213 members 
Entering Unmasked Estep 
Score: -5905858.500000 Penalty: 3595.675781
	Iteration 132Q: 3 clusters Score -5905858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 63214 members 
Entering Unmasked Estep 
Score: -5905862.500000 Penalty: 3595.675781
	Iteration 133Q: 3 clusters Score -5905862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 63216 members 
Entering Unmasked Estep 
Score: -5905865.000000 Penalty: 3595.675781
	Iteration 134Q: 3 clusters Score -5905865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 63217 members 
Entering Unmasked Estep 
Score: -5905868.000000 Penalty: 3595.675781
	Iteration 135Q: 3 clusters Score -5905868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 63218 members 
Entering Unmasked Estep 
Score: -5905865.500000 Penalty: 3595.675781
	Iteration 136Q: 3 clusters Score -5905866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 63221 members 
Entering Unmasked Estep 
Score: -5905865.500000 Penalty: 3595.675781
	Iteration 137Q: 3 clusters Score -5905866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 63221 members 
Entering Unmasked Estep 
Score: -5905865.500000 Penalty: 3595.675781
	Iteration 138F: 3 clusters Score -5905866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Entering Unmasked Estep 
Score: -128319.382812 Penalty: 1218.476318
	Iteration 0F: 2 clusters Score -128319.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -126343.601562 Penalty: 2436.952637
	Iteration 0F: 3 clusters Score -126343.6 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -126930.304688 Penalty: 2436.952637
	Iteration 1F: 3 clusters Score -126930.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -127174.429688 Penalty: 2436.952637
	Iteration 2F: 3 clusters Score -127174.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -127323.875000 Penalty: 2436.952637
	Iteration 3F: 3 clusters Score -127323.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -127387.296875 Penalty: 2436.952637
	Iteration 4Q: 3 clusters Score -127387.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -127424.812500 Penalty: 2436.952637
	Iteration 5Q: 3 clusters Score -127424.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -127457.437500 Penalty: 2436.952637
	Iteration 6Q: 3 clusters Score -127457.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -127487.812500 Penalty: 2436.952637
	Iteration 7Q: 3 clusters Score -127487.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -127504.890625 Penalty: 2436.952637
	Iteration 8Q: 3 clusters Score -127504.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -127520.312500 Penalty: 2436.952637
	Iteration 9Q: 3 clusters Score -127520.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -127531.156250 Penalty: 2436.952637
	Iteration 10Q: 3 clusters Score -127531.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -127537.468750 Penalty: 2436.952637
	Iteration 11Q: 3 clusters Score -127537.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -127545.226562 Penalty: 2436.952637
	Iteration 12Q: 3 clusters Score -127545.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -127549.578125 Penalty: 2436.952637
	Iteration 13Q: 3 clusters Score -127549.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -127553.156250 Penalty: 2436.952637
	Iteration 14Q: 3 clusters Score -127553.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -127554.468750 Penalty: 2436.952637
	Iteration 15Q: 3 clusters Score -127554.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -127556.851562 Penalty: 2436.952637
	Iteration 16Q: 3 clusters Score -127556.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -127562.398438 Penalty: 2436.952637
	Iteration 17Q: 3 clusters Score -127562.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -127570.109375 Penalty: 2436.952637
	Iteration 18Q: 3 clusters Score -127570.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -127578.015625 Penalty: 2436.952637
	Iteration 19Q: 3 clusters Score -127578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -127591.640625 Penalty: 2436.952637
	Iteration 20F: 3 clusters Score -127591.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -127603.093750 Penalty: 2436.952637
	Iteration 21Q: 3 clusters Score -127603.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -127620.585938 Penalty: 2436.952637
	Iteration 22Q: 3 clusters Score -127620.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -127631.734375 Penalty: 2436.952637
	Iteration 23Q: 3 clusters Score -127631.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -127639.343750 Penalty: 2436.952637
	Iteration 24Q: 3 clusters Score -127639.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -127642.937500 Penalty: 2436.952637
	Iteration 25Q: 3 clusters Score -127642.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -127645.898438 Penalty: 2436.952637
	Iteration 26Q: 3 clusters Score -127645.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -127650.523438 Penalty: 2436.952637
	Iteration 27Q: 3 clusters Score -127650.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -127654.726562 Penalty: 2436.952637
	Iteration 28Q: 3 clusters Score -127654.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -127664.468750 Penalty: 2436.952637
	Iteration 29Q: 3 clusters Score -127664.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -127669.554688 Penalty: 2436.952637
	Iteration 30Q: 3 clusters Score -127669.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -127674.890625 Penalty: 2436.952637
	Iteration 31Q: 3 clusters Score -127674.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -127678.898438 Penalty: 2436.952637
	Iteration 32Q: 3 clusters Score -127678.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -127681.414062 Penalty: 2436.952637
	Iteration 33Q: 3 clusters Score -127681.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -127683.671875 Penalty: 2436.952637
	Iteration 34Q: 3 clusters Score -127683.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -127684.437500 Penalty: 2436.952637
	Iteration 35Q: 3 clusters Score -127684.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -127684.585938 Penalty: 2436.952637
	Iteration 36Q: 3 clusters Score -127684.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -127684.585938 Penalty: 2436.952637
	Iteration 37F: 3 clusters Score -127684.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (20859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Entering Unmasked Estep 
Score: -1885951.500000 Penalty: 1616.150269
	Iteration 0F: 2 clusters Score -1885952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1871732.000000 Penalty: 3232.300537
	Iteration 0F: 3 clusters Score -1871732 nChanged 9505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1876847.375000 Penalty: 3232.300537
	Iteration 1F: 3 clusters Score -1876847 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1877453.875000 Penalty: 3232.300537
	Iteration 2F: 3 clusters Score -1877454 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1878298.875000 Penalty: 3232.300537
	Iteration 3F: 3 clusters Score -1878299 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1879296.125000 Penalty: 3232.300537
	Iteration 4F: 3 clusters Score -1879296 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1880367.375000 Penalty: 3232.300537
	Iteration 5F: 3 clusters Score -1880367 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1881370.250000 Penalty: 3232.300537
	Iteration 6F: 3 clusters Score -1881370 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1882291.125000 Penalty: 3232.300537
	Iteration 7F: 3 clusters Score -1882291 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1883048.000000 Penalty: 3232.300537
	Iteration 8Q: 3 clusters Score -1883048 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1883624.750000 Penalty: 3232.300537
	Iteration 9Q: 3 clusters Score -1883625 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1883981.375000 Penalty: 3232.300537
	Iteration 10Q: 3 clusters Score -1883981 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1884193.500000 Penalty: 3232.300537
	Iteration 11Q: 3 clusters Score -1884194 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1884325.875000 Penalty: 3232.300537
	Iteration 12Q: 3 clusters Score -1884326 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1884408.250000 Penalty: 3232.300537
	Iteration 13Q: 3 clusters Score -1884408 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1884450.250000 Penalty: 3232.300537
	Iteration 14Q: 3 clusters Score -1884450 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1884510.250000 Penalty: 3232.300537
	Iteration 15Q: 3 clusters Score -1884510 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1884566.250000 Penalty: 3232.300537
	Iteration 16Q: 3 clusters Score -1884566 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1884614.250000 Penalty: 3232.300537
	Iteration 17Q: 3 clusters Score -1884614 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1884640.875000 Penalty: 3232.300537
	Iteration 18Q: 3 clusters Score -1884641 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1884665.250000 Penalty: 3232.300537
	Iteration 19Q: 3 clusters Score -1884665 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1884688.625000 Penalty: 3232.300537
	Iteration 20F: 3 clusters Score -1884689 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1884718.375000 Penalty: 3232.300537
	Iteration 21Q: 3 clusters Score -1884718 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1884735.125000 Penalty: 3232.300537
	Iteration 22Q: 3 clusters Score -1884735 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1884746.500000 Penalty: 3232.300537
	Iteration 23Q: 3 clusters Score -1884746 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1884766.125000 Penalty: 3232.300537
	Iteration 24Q: 3 clusters Score -1884766 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1884771.250000 Penalty: 3232.300537
	Iteration 25Q: 3 clusters Score -1884771 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1884791.625000 Penalty: 3232.300537
	Iteration 26Q: 3 clusters Score -1884792 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1884812.500000 Penalty: 3232.300537
	Iteration 27Q: 3 clusters Score -1884812 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1884831.750000 Penalty: 3232.300537
	Iteration 28Q: 3 clusters Score -1884832 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1884844.625000 Penalty: 3232.300537
	Iteration 29Q: 3 clusters Score -1884845 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1884853.750000 Penalty: 3232.300537
	Iteration 30Q: 3 clusters Score -1884854 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1884860.375000 Penalty: 3232.300537
	Iteration 31Q: 3 clusters Score -1884860 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1884872.125000 Penalty: 3232.300537
	Iteration 32Q: 3 clusters Score -1884872 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1884882.750000 Penalty: 3232.300537
	Iteration 33Q: 3 clusters Score -1884883 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1884887.000000 Penalty: 3232.300537
	Iteration 34Q: 3 clusters Score -1884887 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1884898.875000 Penalty: 3232.300537
	Iteration 35Q: 3 clusters Score -1884899 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1884910.750000 Penalty: 3232.300537
	Iteration 36Q: 3 clusters Score -1884911 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1884925.625000 Penalty: 3232.300537
	Iteration 37Q: 3 clusters Score -1884926 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1884938.375000 Penalty: 3232.300537
	Iteration 38Q: 3 clusters Score -1884938 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1884948.125000 Penalty: 3232.300537
	Iteration 39Q: 3 clusters Score -1884948 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1884969.875000 Penalty: 3232.300537
	Iteration 40F: 3 clusters Score -1884970 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1885006.125000 Penalty: 3232.300537
	Iteration 41Q: 3 clusters Score -1885006 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1885019.750000 Penalty: 3232.300537
	Iteration 42Q: 3 clusters Score -1885020 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1885043.375000 Penalty: 3232.300537
	Iteration 43Q: 3 clusters Score -1885043 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1885077.000000 Penalty: 3232.300537
	Iteration 44Q: 3 clusters Score -1885077 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1885098.625000 Penalty: 3232.300537
	Iteration 45Q: 3 clusters Score -1885099 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1885120.750000 Penalty: 3232.300537
	Iteration 46Q: 3 clusters Score -1885121 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1885133.875000 Penalty: 3232.300537
	Iteration 47Q: 3 clusters Score -1885134 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1885145.375000 Penalty: 3232.300537
	Iteration 48Q: 3 clusters Score -1885145 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1885154.250000 Penalty: 3232.300537
	Iteration 49Q: 3 clusters Score -1885154 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1885160.625000 Penalty: 3232.300537
	Iteration 50Q: 3 clusters Score -1885161 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1885165.625000 Penalty: 3232.300537
	Iteration 51Q: 3 clusters Score -1885166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1885170.875000 Penalty: 3232.300537
	Iteration 52Q: 3 clusters Score -1885171 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1885175.875000 Penalty: 3232.300537
	Iteration 53Q: 3 clusters Score -1885176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1885181.125000 Penalty: 3232.300537
	Iteration 54Q: 3 clusters Score -1885181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1885182.875000 Penalty: 3232.300537
	Iteration 55Q: 3 clusters Score -1885183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1885184.875000 Penalty: 3232.300537
	Iteration 56Q: 3 clusters Score -1885185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1885186.750000 Penalty: 3232.300537
	Iteration 57Q: 3 clusters Score -1885187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1885185.375000 Penalty: 3232.300537
	Iteration 58Q: 3 clusters Score -1885185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1885188.125000 Penalty: 3232.300537
	Iteration 59Q: 3 clusters Score -1885188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1885184.625000 Penalty: 3232.300537
	Iteration 60F: 3 clusters Score -1885185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1885185.375000 Penalty: 3232.300537
	Iteration 61Q: 3 clusters Score -1885185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1885184.375000 Penalty: 3232.300537
	Iteration 62Q: 3 clusters Score -1885184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1885187.375000 Penalty: 3232.300537
	Iteration 63Q: 3 clusters Score -1885187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1885189.625000 Penalty: 3232.300537
	Iteration 64Q: 3 clusters Score -1885190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1885184.125000 Penalty: 3232.300537
	Iteration 65Q: 3 clusters Score -1885184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1885186.375000 Penalty: 3232.300537
	Iteration 66Q: 3 clusters Score -1885186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1885189.125000 Penalty: 3232.300537
	Iteration 67Q: 3 clusters Score -1885189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1885191.375000 Penalty: 3232.300537
	Iteration 68Q: 3 clusters Score -1885191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1885191.625000 Penalty: 3232.300537
	Iteration 69Q: 3 clusters Score -1885192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1885192.625000 Penalty: 3232.300537
	Iteration 70Q: 3 clusters Score -1885193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1885189.500000 Penalty: 3232.300537
	Iteration 71Q: 3 clusters Score -1885190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1885190.375000 Penalty: 3232.300537
	Iteration 72Q: 3 clusters Score -1885190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1885190.375000 Penalty: 3232.300537
	Iteration 73F: 3 clusters Score -1885190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (76538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76538 members 
Entering Unmasked Estep 
Score: -7087006.000000 Penalty: 1827.400635
	Iteration 0F: 2 clusters Score -7087006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -7035898.000000 Penalty: 3654.801270
	Iteration 0F: 3 clusters Score -7035898 nChanged 36372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 39634 members 
Entering Unmasked Estep 
Score: -7057190.500000 Penalty: 3654.801270
	Iteration 1F: 3 clusters Score -7057190 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -7057941.500000 Penalty: 3654.801270
	Iteration 2Q: 3 clusters Score -7057942 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -7058739.500000 Penalty: 3654.801270
	Iteration 3Q: 3 clusters Score -7058740 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 43526 members 
Entering Unmasked Estep 
Score: -7059732.500000 Penalty: 3654.801270
	Iteration 4Q: 3 clusters Score -7059732 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 45939 members 
Entering Unmasked Estep 
Score: -7061095.500000 Penalty: 3654.801270
	Iteration 5Q: 3 clusters Score -7061096 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 49066 members 
Entering Unmasked Estep 
Score: -7062851.500000 Penalty: 3654.801270
	Iteration 6Q: 3 clusters Score -7062852 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 52961 members 
Entering Unmasked Estep 
Score: -7065339.500000 Penalty: 3654.801270
	Iteration 7F: 3 clusters Score -7065340 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 57765 members 
Entering Unmasked Estep 
Score: -7068702.000000 Penalty: 3654.801270
	Iteration 8F: 3 clusters Score -7068702 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 63042 members 
Entering Unmasked Estep 
Score: -7072976.000000 Penalty: 3654.801270
	Iteration 9F: 3 clusters Score -7072976 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 68167 members 
Entering Unmasked Estep 
Score: -7077610.000000 Penalty: 3654.801270
	Iteration 10F: 3 clusters Score -7077610 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 72151 members 
Entering Unmasked Estep 
Score: -7081303.000000 Penalty: 3654.801270
	Iteration 11F: 3 clusters Score -7081303 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 74595 members 
Entering Unmasked Estep 
Score: -7083617.500000 Penalty: 3654.801270
	Iteration 12Q: 3 clusters Score -7083618 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 75756 members 
Entering Unmasked Estep 
Score: -7084690.000000 Penalty: 3654.801270
	Iteration 13Q: 3 clusters Score -7084690 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 76181 members 
Entering Unmasked Estep 
Score: -7085074.000000 Penalty: 3654.801270
	Iteration 14Q: 3 clusters Score -7085074 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 76302 members 
Entering Unmasked Estep 
Score: -7085223.500000 Penalty: 3654.801270
	Iteration 15Q: 3 clusters Score -7085224 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 76346 members 
Entering Unmasked Estep 
Score: -7085289.000000 Penalty: 3654.801270
	Iteration 16Q: 3 clusters Score -7085289 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 76363 members 
Entering Unmasked Estep 
Score: -7085317.500000 Penalty: 3654.801270
	Iteration 17Q: 3 clusters Score -7085318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 76366 members 
Entering Unmasked Estep 
Score: -7085339.500000 Penalty: 3654.801270
	Iteration 18Q: 3 clusters Score -7085340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 76376 members 
Entering Unmasked Estep 
Score: -7085363.500000 Penalty: 3654.801270
	Iteration 19Q: 3 clusters Score -7085364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 76379 members 
Entering Unmasked Estep 
Score: -7085366.500000 Penalty: 3654.801270
	Iteration 20F: 3 clusters Score -7085366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 76382 members 
Entering Unmasked Estep 
Score: -7085370.500000 Penalty: 3654.801270
	Iteration 21Q: 3 clusters Score -7085370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 76383 members 
Entering Unmasked Estep 
Score: -7085373.500000 Penalty: 3654.801270
	Iteration 22Q: 3 clusters Score -7085374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 76385 members 
Entering Unmasked Estep 
Score: -7085401.500000 Penalty: 3654.801270
	Iteration 23Q: 3 clusters Score -7085402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 76388 members 
Entering Unmasked Estep 
Score: -7085406.500000 Penalty: 3654.801270
	Iteration 24Q: 3 clusters Score -7085406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 76387 members 
Entering Unmasked Estep 
Score: -7085408.500000 Penalty: 3654.801270
	Iteration 25Q: 3 clusters Score -7085408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 76388 members 
Entering Unmasked Estep 
Score: -7085410.500000 Penalty: 3654.801270
	Iteration 26Q: 3 clusters Score -7085410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 76390 members 
Entering Unmasked Estep 
Score: -7085412.000000 Penalty: 3654.801270
	Iteration 27Q: 3 clusters Score -7085412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 76391 members 
Entering Unmasked Estep 
Score: -7085416.000000 Penalty: 3654.801270
	Iteration 28Q: 3 clusters Score -7085416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 76390 members 
Entering Unmasked Estep 
Score: -7085417.500000 Penalty: 3654.801270
	Iteration 29Q: 3 clusters Score -7085418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 76390 members 
Entering Unmasked Estep 
Score: -7085417.500000 Penalty: 3654.801270
	Iteration 30F: 3 clusters Score -7085418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Entering Unmasked Estep 
Score: -360665.625000 Penalty: 1356.637329
	Iteration 0F: 2 clusters Score -360665.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -357188.093750 Penalty: 2713.274658
	Iteration 0F: 3 clusters Score -357188.1 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -358498.125000 Penalty: 2713.274658
	Iteration 1F: 3 clusters Score -358498.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -359038.250000 Penalty: 2713.274658
	Iteration 2F: 3 clusters Score -359038.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -359396.937500 Penalty: 2713.274658
	Iteration 3F: 3 clusters Score -359396.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -359669.031250 Penalty: 2713.274658
	Iteration 4F: 3 clusters Score -359669 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -359946.718750 Penalty: 2713.274658
	Iteration 5F: 3 clusters Score -359946.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -360159.312500 Penalty: 2713.274658
	Iteration 6Q: 3 clusters Score -360159.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -360293.468750 Penalty: 2713.274658
	Iteration 7Q: 3 clusters Score -360293.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -360394.656250 Penalty: 2713.274658
	Iteration 8Q: 3 clusters Score -360394.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -360482.312500 Penalty: 2713.274658
	Iteration 9Q: 3 clusters Score -360482.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -360564.500000 Penalty: 2713.274658
	Iteration 10Q: 3 clusters Score -360564.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -360647.375000 Penalty: 2713.274658
	Iteration 11Q: 3 clusters Score -360647.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -360768.625000 Penalty: 2713.274658
	Iteration 12Q: 3 clusters Score -360768.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -360895.750000 Penalty: 2713.274658
	Iteration 13Q: 3 clusters Score -360895.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -360978.625000 Penalty: 2713.274658
	Iteration 14Q: 3 clusters Score -360978.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -361019.531250 Penalty: 2713.274658
	Iteration 15Q: 3 clusters Score -361019.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -361051.281250 Penalty: 2713.274658
	Iteration 16Q: 3 clusters Score -361051.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -361068.843750 Penalty: 2713.274658
	Iteration 17Q: 3 clusters Score -361068.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -361077.625000 Penalty: 2713.274658
	Iteration 18Q: 3 clusters Score -361077.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -361082.687500 Penalty: 2713.274658
	Iteration 19Q: 3 clusters Score -361082.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -361084.906250 Penalty: 2713.274658
	Iteration 20F: 3 clusters Score -361084.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -361087.875000 Penalty: 2713.274658
	Iteration 21Q: 3 clusters Score -361087.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -361088.781250 Penalty: 2713.274658
	Iteration 22Q: 3 clusters Score -361088.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -361090.000000 Penalty: 2713.274658
	Iteration 23Q: 3 clusters Score -361090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -361090.906250 Penalty: 2713.274658
	Iteration 24Q: 3 clusters Score -361090.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -361091.093750 Penalty: 2713.274658
	Iteration 25Q: 3 clusters Score -361091.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -361091.625000 Penalty: 2713.274658
	Iteration 26Q: 3 clusters Score -361091.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -361091.625000 Penalty: 2713.274658
	Iteration 27F: 3 clusters Score -361091.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63978 members 
Mstep: Class 2 contains 4397 members 
Mstep: Class 3 contains 51295 members 
Mstep: Class 4 contains 11154 members 
Mstep: Class 5 contains 10464 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 27026 members 
Mstep: Class 8 contains 1964 members 
Mstep: Class 9 contains 14377 members 
Mstep: Class 10 contains 71895 members 
Mstep: Class 11 contains 24913 members 
Mstep: Class 12 contains 5615 members 
Mstep: Class 13 contains 124951 members 
Mstep: Class 14 contains 115699 members 
Mstep: Class 15 contains 59449 members 
Mstep: Class 16 contains 18503 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40780 members 
Mstep: Class 19 contains 7278 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 7283 members 
Mstep: Class 22 contains 8038 members 
Mstep: Class 23 contains 59652 members 
Mstep: Class 24 contains 1998 members 
Mstep: Class 25 contains 8709 members 
Mstep: Class 26 contains 63807 members 
Mstep: Class 27 contains 1805 members 
Mstep: Class 28 contains 20859 members 
Mstep: Class 29 contains 76538 members 
Mstep: Class 30 contains 1121 members 
Mstep: Class 31 contains 1126 members 
Mstep: Class 32 contains 5391 members 
Mstep: Class 33 contains 16937 members 
Mstep: Class 34 contains 1050 members 
Mstep: Class 35 contains 1864 members 
Mstep: Class 36 contains 3252 members 
Mstep: Class 37 contains 3721 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 13033 members 
Mstep: Class 40 contains 3103 members 
Entering Unmasked Estep 
Score: -84461936.000000 Penalty: 89524.148438
Splitting cluster 30 changes total score from -84462376.000000 to -84461936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (1126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Entering Unmasked Estep 
Score: -94597.695312 Penalty: 1141.794312
	Iteration 0F: 2 clusters Score -94597.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -93126.835938 Penalty: 2283.588623
	Iteration 0F: 3 clusters Score -93126.84 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -93586.039062 Penalty: 2283.588623
	Iteration 1F: 3 clusters Score -93586.04 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -93798.351562 Penalty: 2283.588623
	Iteration 2F: 3 clusters Score -93798.35 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -93935.429688 Penalty: 2283.588623
	Iteration 3F: 3 clusters Score -93935.43 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -94020.804688 Penalty: 2283.588623
	Iteration 4Q: 3 clusters Score -94020.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -94098.617188 Penalty: 2283.588623
	Iteration 5Q: 3 clusters Score -94098.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -94180.015625 Penalty: 2283.588623
	Iteration 6Q: 3 clusters Score -94180.02 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -94308.601562 Penalty: 2283.588623
	Iteration 7Q: 3 clusters Score -94308.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -94650.132812 Penalty: 2283.588623
	Iteration 8F: 3 clusters Score -94650.13 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -95067.718750 Penalty: 2283.588623
	Iteration 9Q: 3 clusters Score -95067.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -95104.492188 Penalty: 2283.588623
	Iteration 10Q: 3 clusters Score -95104.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -95110.617188 Penalty: 2283.588623
	Iteration 11Q: 3 clusters Score -95110.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -95117.625000 Penalty: 2283.588623
	Iteration 12Q: 3 clusters Score -95117.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -95120.679688 Penalty: 2283.588623
	Iteration 13Q: 3 clusters Score -95120.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -95120.937500 Penalty: 2283.588623
	Iteration 14Q: 3 clusters Score -95120.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -95120.937500 Penalty: 2283.588623
	Iteration 15F: 3 clusters Score -95120.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63978 members 
Mstep: Class 2 contains 4397 members 
Mstep: Class 3 contains 51295 members 
Mstep: Class 4 contains 11154 members 
Mstep: Class 5 contains 10464 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 27026 members 
Mstep: Class 8 contains 1964 members 
Mstep: Class 9 contains 14377 members 
Mstep: Class 10 contains 71895 members 
Mstep: Class 11 contains 24913 members 
Mstep: Class 12 contains 5615 members 
Mstep: Class 13 contains 124951 members 
Mstep: Class 14 contains 115699 members 
Mstep: Class 15 contains 59449 members 
Mstep: Class 16 contains 18503 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40780 members 
Mstep: Class 19 contains 7278 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 7283 members 
Mstep: Class 22 contains 8038 members 
Mstep: Class 23 contains 59652 members 
Mstep: Class 24 contains 1998 members 
Mstep: Class 25 contains 8709 members 
Mstep: Class 26 contains 63807 members 
Mstep: Class 27 contains 1805 members 
Mstep: Class 28 contains 20859 members 
Mstep: Class 29 contains 76538 members 
Mstep: Class 30 contains 4224 members 
Mstep: Class 31 contains 535 members 
Mstep: Class 32 contains 5391 members 
Mstep: Class 33 contains 16937 members 
Mstep: Class 34 contains 1050 members 
Mstep: Class 35 contains 1864 members 
Mstep: Class 36 contains 3252 members 
Mstep: Class 37 contains 3721 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 13033 members 
Mstep: Class 40 contains 591 members 
Entering Unmasked Estep 
Score: -84461760.000000 Penalty: 89524.148438
Splitting cluster 31 changes total score from -84462376.000000 to -84461760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (5391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Entering Unmasked Estep 
Score: -480296.531250 Penalty: 1396.279053
	Iteration 0F: 2 clusters Score -480296.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -476080.625000 Penalty: 2792.558105
	Iteration 0F: 3 clusters Score -476080.6 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -477543.906250 Penalty: 2792.558105
	Iteration 1F: 3 clusters Score -477543.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -478138.406250 Penalty: 2792.558105
	Iteration 2F: 3 clusters Score -478138.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -478656.000000 Penalty: 2792.558105
	Iteration 3F: 3 clusters Score -478656 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -479033.906250 Penalty: 2792.558105
	Iteration 4F: 3 clusters Score -479033.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -479370.406250 Penalty: 2792.558105
	Iteration 5F: 3 clusters Score -479370.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -479646.500000 Penalty: 2792.558105
	Iteration 6F: 3 clusters Score -479646.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -479892.750000 Penalty: 2792.558105
	Iteration 7Q: 3 clusters Score -479892.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -480076.625000 Penalty: 2792.558105
	Iteration 8Q: 3 clusters Score -480076.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -480179.875000 Penalty: 2792.558105
	Iteration 9Q: 3 clusters Score -480179.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -480226.562500 Penalty: 2792.558105
	Iteration 10Q: 3 clusters Score -480226.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -480246.937500 Penalty: 2792.558105
	Iteration 11Q: 3 clusters Score -480246.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -480256.375000 Penalty: 2792.558105
	Iteration 12Q: 3 clusters Score -480256.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -480262.062500 Penalty: 2792.558105
	Iteration 13Q: 3 clusters Score -480262.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -480265.750000 Penalty: 2792.558105
	Iteration 14Q: 3 clusters Score -480265.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -480267.500000 Penalty: 2792.558105
	Iteration 15Q: 3 clusters Score -480267.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -480267.281250 Penalty: 2792.558105
	Iteration 16Q: 3 clusters Score -480267.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -480268.718750 Penalty: 2792.558105
	Iteration 17Q: 3 clusters Score -480268.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -480269.968750 Penalty: 2792.558105
	Iteration 18Q: 3 clusters Score -480270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -480271.000000 Penalty: 2792.558105
	Iteration 19Q: 3 clusters Score -480271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -480271.187500 Penalty: 2792.558105
	Iteration 20F: 3 clusters Score -480271.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -480272.125000 Penalty: 2792.558105
	Iteration 21Q: 3 clusters Score -480272.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -480272.125000 Penalty: 2792.558105
	Iteration 22F: 3 clusters Score -480272.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (16937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Entering Unmasked Estep 
Score: -1419115.750000 Penalty: 1582.304077
	Iteration 0F: 2 clusters Score -1419116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1407438.625000 Penalty: 3164.608154
	Iteration 0F: 3 clusters Score -1407439 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1411739.625000 Penalty: 3164.608154
	Iteration 1F: 3 clusters Score -1411740 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1412358.750000 Penalty: 3164.608154
	Iteration 2F: 3 clusters Score -1412359 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1413064.750000 Penalty: 3164.608154
	Iteration 3F: 3 clusters Score -1413065 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1413776.250000 Penalty: 3164.608154
	Iteration 4F: 3 clusters Score -1413776 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1414356.750000 Penalty: 3164.608154
	Iteration 5F: 3 clusters Score -1414357 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1414831.750000 Penalty: 3164.608154
	Iteration 6F: 3 clusters Score -1414832 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1415206.875000 Penalty: 3164.608154
	Iteration 7Q: 3 clusters Score -1415207 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1415498.125000 Penalty: 3164.608154
	Iteration 8Q: 3 clusters Score -1415498 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1415752.375000 Penalty: 3164.608154
	Iteration 9Q: 3 clusters Score -1415752 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1415922.375000 Penalty: 3164.608154
	Iteration 10Q: 3 clusters Score -1415922 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1416065.875000 Penalty: 3164.608154
	Iteration 11Q: 3 clusters Score -1416066 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1416178.875000 Penalty: 3164.608154
	Iteration 12Q: 3 clusters Score -1416179 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1416269.125000 Penalty: 3164.608154
	Iteration 13Q: 3 clusters Score -1416269 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1416350.125000 Penalty: 3164.608154
	Iteration 14Q: 3 clusters Score -1416350 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1416420.125000 Penalty: 3164.608154
	Iteration 15Q: 3 clusters Score -1416420 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1416479.625000 Penalty: 3164.608154
	Iteration 16Q: 3 clusters Score -1416480 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1416547.375000 Penalty: 3164.608154
	Iteration 17Q: 3 clusters Score -1416547 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1416597.500000 Penalty: 3164.608154
	Iteration 18Q: 3 clusters Score -1416598 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1416639.500000 Penalty: 3164.608154
	Iteration 19Q: 3 clusters Score -1416640 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1416674.125000 Penalty: 3164.608154
	Iteration 20F: 3 clusters Score -1416674 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1416709.625000 Penalty: 3164.608154
	Iteration 21Q: 3 clusters Score -1416710 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1416745.875000 Penalty: 3164.608154
	Iteration 22Q: 3 clusters Score -1416746 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1416778.125000 Penalty: 3164.608154
	Iteration 23Q: 3 clusters Score -1416778 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1416808.750000 Penalty: 3164.608154
	Iteration 24Q: 3 clusters Score -1416809 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1416833.750000 Penalty: 3164.608154
	Iteration 25Q: 3 clusters Score -1416834 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1416849.875000 Penalty: 3164.608154
	Iteration 26Q: 3 clusters Score -1416850 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1416870.125000 Penalty: 3164.608154
	Iteration 27Q: 3 clusters Score -1416870 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1416879.125000 Penalty: 3164.608154
	Iteration 28Q: 3 clusters Score -1416879 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1416888.250000 Penalty: 3164.608154
	Iteration 29Q: 3 clusters Score -1416888 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1416896.375000 Penalty: 3164.608154
	Iteration 30Q: 3 clusters Score -1416896 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1416908.125000 Penalty: 3164.608154
	Iteration 31Q: 3 clusters Score -1416908 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1416924.125000 Penalty: 3164.608154
	Iteration 32Q: 3 clusters Score -1416924 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1416931.125000 Penalty: 3164.608154
	Iteration 33Q: 3 clusters Score -1416931 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1416950.250000 Penalty: 3164.608154
	Iteration 34Q: 3 clusters Score -1416950 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1416955.250000 Penalty: 3164.608154
	Iteration 35Q: 3 clusters Score -1416955 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1416968.875000 Penalty: 3164.608154
	Iteration 36Q: 3 clusters Score -1416969 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1416971.875000 Penalty: 3164.608154
	Iteration 37Q: 3 clusters Score -1416972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1416975.875000 Penalty: 3164.608154
	Iteration 38Q: 3 clusters Score -1416976 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1416979.625000 Penalty: 3164.608154
	Iteration 39Q: 3 clusters Score -1416980 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1416988.375000 Penalty: 3164.608154
	Iteration 40F: 3 clusters Score -1416988 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1416990.500000 Penalty: 3164.608154
	Iteration 41Q: 3 clusters Score -1416990 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1416996.750000 Penalty: 3164.608154
	Iteration 42Q: 3 clusters Score -1416997 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1417000.500000 Penalty: 3164.608154
	Iteration 43Q: 3 clusters Score -1417000 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1417005.375000 Penalty: 3164.608154
	Iteration 44Q: 3 clusters Score -1417005 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1417009.000000 Penalty: 3164.608154
	Iteration 45Q: 3 clusters Score -1417009 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1417013.000000 Penalty: 3164.608154
	Iteration 46Q: 3 clusters Score -1417013 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1417016.750000 Penalty: 3164.608154
	Iteration 47Q: 3 clusters Score -1417017 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1417021.625000 Penalty: 3164.608154
	Iteration 48Q: 3 clusters Score -1417022 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1417024.000000 Penalty: 3164.608154
	Iteration 49Q: 3 clusters Score -1417024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1417023.750000 Penalty: 3164.608154
	Iteration 50Q: 3 clusters Score -1417024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1417027.125000 Penalty: 3164.608154
	Iteration 51Q: 3 clusters Score -1417027 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1417030.125000 Penalty: 3164.608154
	Iteration 52Q: 3 clusters Score -1417030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1417033.250000 Penalty: 3164.608154
	Iteration 53Q: 3 clusters Score -1417033 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1417034.375000 Penalty: 3164.608154
	Iteration 54Q: 3 clusters Score -1417034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1417035.375000 Penalty: 3164.608154
	Iteration 55Q: 3 clusters Score -1417035 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1417038.625000 Penalty: 3164.608154
	Iteration 56Q: 3 clusters Score -1417039 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1417040.750000 Penalty: 3164.608154
	Iteration 57Q: 3 clusters Score -1417041 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1417043.125000 Penalty: 3164.608154
	Iteration 58Q: 3 clusters Score -1417043 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1417046.625000 Penalty: 3164.608154
	Iteration 59Q: 3 clusters Score -1417047 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1417049.125000 Penalty: 3164.608154
	Iteration 60F: 3 clusters Score -1417049 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1417057.125000 Penalty: 3164.608154
	Iteration 61Q: 3 clusters Score -1417057 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1417060.375000 Penalty: 3164.608154
	Iteration 62Q: 3 clusters Score -1417060 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1417061.750000 Penalty: 3164.608154
	Iteration 63Q: 3 clusters Score -1417062 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1417066.125000 Penalty: 3164.608154
	Iteration 64Q: 3 clusters Score -1417066 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1417072.250000 Penalty: 3164.608154
	Iteration 65Q: 3 clusters Score -1417072 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1417075.125000 Penalty: 3164.608154
	Iteration 66Q: 3 clusters Score -1417075 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1417084.375000 Penalty: 3164.608154
	Iteration 67Q: 3 clusters Score -1417084 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1417091.125000 Penalty: 3164.608154
	Iteration 68Q: 3 clusters Score -1417091 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1417096.250000 Penalty: 3164.608154
	Iteration 69Q: 3 clusters Score -1417096 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1417107.875000 Penalty: 3164.608154
	Iteration 70Q: 3 clusters Score -1417108 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1417112.625000 Penalty: 3164.608154
	Iteration 71Q: 3 clusters Score -1417113 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1417112.625000 Penalty: 3164.608154
	Iteration 72Q: 3 clusters Score -1417113 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1417113.250000 Penalty: 3164.608154
	Iteration 73Q: 3 clusters Score -1417113 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1417119.875000 Penalty: 3164.608154
	Iteration 74Q: 3 clusters Score -1417120 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1417123.875000 Penalty: 3164.608154
	Iteration 75Q: 3 clusters Score -1417124 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1417128.125000 Penalty: 3164.608154
	Iteration 76Q: 3 clusters Score -1417128 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1417138.500000 Penalty: 3164.608154
	Iteration 77Q: 3 clusters Score -1417138 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1417143.125000 Penalty: 3164.608154
	Iteration 78Q: 3 clusters Score -1417143 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1417151.125000 Penalty: 3164.608154
	Iteration 79Q: 3 clusters Score -1417151 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1417158.500000 Penalty: 3164.608154
	Iteration 80F: 3 clusters Score -1417158 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1417165.500000 Penalty: 3164.608154
	Iteration 81Q: 3 clusters Score -1417166 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1417169.000000 Penalty: 3164.608154
	Iteration 82Q: 3 clusters Score -1417169 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1417172.750000 Penalty: 3164.608154
	Iteration 83Q: 3 clusters Score -1417173 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1417178.375000 Penalty: 3164.608154
	Iteration 84Q: 3 clusters Score -1417178 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1417182.375000 Penalty: 3164.608154
	Iteration 85Q: 3 clusters Score -1417182 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1417197.875000 Penalty: 3164.608154
	Iteration 86Q: 3 clusters Score -1417198 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1417213.250000 Penalty: 3164.608154
	Iteration 87Q: 3 clusters Score -1417213 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1417228.375000 Penalty: 3164.608154
	Iteration 88Q: 3 clusters Score -1417228 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1417236.250000 Penalty: 3164.608154
	Iteration 89Q: 3 clusters Score -1417236 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1417250.125000 Penalty: 3164.608154
	Iteration 90Q: 3 clusters Score -1417250 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1417261.625000 Penalty: 3164.608154
	Iteration 91Q: 3 clusters Score -1417262 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1417275.250000 Penalty: 3164.608154
	Iteration 92Q: 3 clusters Score -1417275 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1417290.000000 Penalty: 3164.608154
	Iteration 93Q: 3 clusters Score -1417290 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1417306.125000 Penalty: 3164.608154
	Iteration 94Q: 3 clusters Score -1417306 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1417315.125000 Penalty: 3164.608154
	Iteration 95Q: 3 clusters Score -1417315 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1417322.750000 Penalty: 3164.608154
	Iteration 96Q: 3 clusters Score -1417323 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1417327.875000 Penalty: 3164.608154
	Iteration 97Q: 3 clusters Score -1417328 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1417334.125000 Penalty: 3164.608154
	Iteration 98Q: 3 clusters Score -1417334 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1417344.125000 Penalty: 3164.608154
	Iteration 99Q: 3 clusters Score -1417344 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1417357.250000 Penalty: 3164.608154
	Iteration 100F: 3 clusters Score -1417357 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1417366.000000 Penalty: 3164.608154
	Iteration 101Q: 3 clusters Score -1417366 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1417371.375000 Penalty: 3164.608154
	Iteration 102Q: 3 clusters Score -1417371 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1417385.375000 Penalty: 3164.608154
	Iteration 103Q: 3 clusters Score -1417385 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1417391.750000 Penalty: 3164.608154
	Iteration 104Q: 3 clusters Score -1417392 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1417397.250000 Penalty: 3164.608154
	Iteration 105Q: 3 clusters Score -1417397 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1417406.375000 Penalty: 3164.608154
	Iteration 106Q: 3 clusters Score -1417406 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1417412.375000 Penalty: 3164.608154
	Iteration 107Q: 3 clusters Score -1417412 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1417419.250000 Penalty: 3164.608154
	Iteration 108Q: 3 clusters Score -1417419 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1417426.625000 Penalty: 3164.608154
	Iteration 109Q: 3 clusters Score -1417427 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1417435.500000 Penalty: 3164.608154
	Iteration 110Q: 3 clusters Score -1417436 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1417442.125000 Penalty: 3164.608154
	Iteration 111Q: 3 clusters Score -1417442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1417447.375000 Penalty: 3164.608154
	Iteration 112Q: 3 clusters Score -1417447 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1417446.750000 Penalty: 3164.608154
	Iteration 113Q: 3 clusters Score -1417447 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1417448.875000 Penalty: 3164.608154
	Iteration 114Q: 3 clusters Score -1417449 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1417453.000000 Penalty: 3164.608154
	Iteration 115Q: 3 clusters Score -1417453 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1417461.000000 Penalty: 3164.608154
	Iteration 116Q: 3 clusters Score -1417461 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1417471.750000 Penalty: 3164.608154
	Iteration 117Q: 3 clusters Score -1417472 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1417476.875000 Penalty: 3164.608154
	Iteration 118Q: 3 clusters Score -1417477 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1417478.000000 Penalty: 3164.608154
	Iteration 119Q: 3 clusters Score -1417478 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1417486.000000 Penalty: 3164.608154
	Iteration 120F: 3 clusters Score -1417486 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1417494.000000 Penalty: 3164.608154
	Iteration 121Q: 3 clusters Score -1417494 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1417497.875000 Penalty: 3164.608154
	Iteration 122Q: 3 clusters Score -1417498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1417501.500000 Penalty: 3164.608154
	Iteration 123Q: 3 clusters Score -1417502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1417506.750000 Penalty: 3164.608154
	Iteration 124Q: 3 clusters Score -1417507 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1417502.375000 Penalty: 3164.608154
	Iteration 125Q: 3 clusters Score -1417502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1417508.375000 Penalty: 3164.608154
	Iteration 126Q: 3 clusters Score -1417508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1417517.125000 Penalty: 3164.608154
	Iteration 127Q: 3 clusters Score -1417517 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1417521.000000 Penalty: 3164.608154
	Iteration 128Q: 3 clusters Score -1417521 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1417528.000000 Penalty: 3164.608154
	Iteration 129Q: 3 clusters Score -1417528 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1417530.250000 Penalty: 3164.608154
	Iteration 130Q: 3 clusters Score -1417530 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1417531.125000 Penalty: 3164.608154
	Iteration 131Q: 3 clusters Score -1417531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1417535.125000 Penalty: 3164.608154
	Iteration 132Q: 3 clusters Score -1417535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1417537.375000 Penalty: 3164.608154
	Iteration 133Q: 3 clusters Score -1417537 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1417543.375000 Penalty: 3164.608154
	Iteration 134Q: 3 clusters Score -1417543 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -1417544.000000 Penalty: 3164.608154
	Iteration 135Q: 3 clusters Score -1417544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1417555.000000 Penalty: 3164.608154
	Iteration 136Q: 3 clusters Score -1417555 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1417552.250000 Penalty: 3164.608154
	Iteration 137Q: 3 clusters Score -1417552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1417557.750000 Penalty: 3164.608154
	Iteration 138Q: 3 clusters Score -1417558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1417560.625000 Penalty: 3164.608154
	Iteration 139Q: 3 clusters Score -1417561 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1417567.875000 Penalty: 3164.608154
	Iteration 140F: 3 clusters Score -1417568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1417571.750000 Penalty: 3164.608154
	Iteration 141Q: 3 clusters Score -1417572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1417579.000000 Penalty: 3164.608154
	Iteration 142Q: 3 clusters Score -1417579 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1417582.000000 Penalty: 3164.608154
	Iteration 143Q: 3 clusters Score -1417582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1417586.250000 Penalty: 3164.608154
	Iteration 144Q: 3 clusters Score -1417586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1417587.750000 Penalty: 3164.608154
	Iteration 145Q: 3 clusters Score -1417588 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1417590.875000 Penalty: 3164.608154
	Iteration 146Q: 3 clusters Score -1417591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1417596.625000 Penalty: 3164.608154
	Iteration 147Q: 3 clusters Score -1417597 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1417602.125000 Penalty: 3164.608154
	Iteration 148Q: 3 clusters Score -1417602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1417599.250000 Penalty: 3164.608154
	Iteration 149Q: 3 clusters Score -1417599 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1417605.250000 Penalty: 3164.608154
	Iteration 150Q: 3 clusters Score -1417605 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -1417609.875000 Penalty: 3164.608154
	Iteration 151Q: 3 clusters Score -1417610 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1417617.500000 Penalty: 3164.608154
	Iteration 152Q: 3 clusters Score -1417618 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1417628.375000 Penalty: 3164.608154
	Iteration 153Q: 3 clusters Score -1417628 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1417646.625000 Penalty: 3164.608154
	Iteration 154Q: 3 clusters Score -1417647 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1417667.500000 Penalty: 3164.608154
	Iteration 155Q: 3 clusters Score -1417668 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1417689.625000 Penalty: 3164.608154
	Iteration 156Q: 3 clusters Score -1417690 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1417702.625000 Penalty: 3164.608154
	Iteration 157Q: 3 clusters Score -1417703 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1417730.125000 Penalty: 3164.608154
	Iteration 158Q: 3 clusters Score -1417730 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1417750.750000 Penalty: 3164.608154
	Iteration 159Q: 3 clusters Score -1417751 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1417762.125000 Penalty: 3164.608154
	Iteration 160F: 3 clusters Score -1417762 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1417772.125000 Penalty: 3164.608154
	Iteration 161Q: 3 clusters Score -1417772 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1417791.125000 Penalty: 3164.608154
	Iteration 162Q: 3 clusters Score -1417791 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1417803.875000 Penalty: 3164.608154
	Iteration 163Q: 3 clusters Score -1417804 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1417812.625000 Penalty: 3164.608154
	Iteration 164Q: 3 clusters Score -1417813 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1417821.625000 Penalty: 3164.608154
	Iteration 165Q: 3 clusters Score -1417822 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -1417828.500000 Penalty: 3164.608154
	Iteration 166Q: 3 clusters Score -1417828 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1417833.500000 Penalty: 3164.608154
	Iteration 167Q: 3 clusters Score -1417834 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1417838.000000 Penalty: 3164.608154
	Iteration 168Q: 3 clusters Score -1417838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -1417839.750000 Penalty: 3164.608154
	Iteration 169Q: 3 clusters Score -1417840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1417846.375000 Penalty: 3164.608154
	Iteration 170Q: 3 clusters Score -1417846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1417851.375000 Penalty: 3164.608154
	Iteration 171Q: 3 clusters Score -1417851 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -1417858.500000 Penalty: 3164.608154
	Iteration 172Q: 3 clusters Score -1417858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1417861.250000 Penalty: 3164.608154
	Iteration 173Q: 3 clusters Score -1417861 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -1417868.125000 Penalty: 3164.608154
	Iteration 174Q: 3 clusters Score -1417868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -1417874.125000 Penalty: 3164.608154
	Iteration 175Q: 3 clusters Score -1417874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -1417881.750000 Penalty: 3164.608154
	Iteration 176Q: 3 clusters Score -1417882 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1417880.500000 Penalty: 3164.608154
	Iteration 177Q: 3 clusters Score -1417880 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -1417893.250000 Penalty: 3164.608154
	Iteration 178Q: 3 clusters Score -1417893 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -1417894.875000 Penalty: 3164.608154
	Iteration 179Q: 3 clusters Score -1417895 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -1417900.500000 Penalty: 3164.608154
	Iteration 180F: 3 clusters Score -1417900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -1417901.875000 Penalty: 3164.608154
	Iteration 181Q: 3 clusters Score -1417902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1417910.125000 Penalty: 3164.608154
	Iteration 182Q: 3 clusters Score -1417910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1417917.000000 Penalty: 3164.608154
	Iteration 183Q: 3 clusters Score -1417917 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -1417927.500000 Penalty: 3164.608154
	Iteration 184Q: 3 clusters Score -1417928 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -1417938.625000 Penalty: 3164.608154
	Iteration 185Q: 3 clusters Score -1417939 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -1417953.125000 Penalty: 3164.608154
	Iteration 186Q: 3 clusters Score -1417953 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -1417967.875000 Penalty: 3164.608154
	Iteration 187Q: 3 clusters Score -1417968 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -1417994.750000 Penalty: 3164.608154
	Iteration 188Q: 3 clusters Score -1417995 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -1418018.875000 Penalty: 3164.608154
	Iteration 189Q: 3 clusters Score -1418019 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -1418036.500000 Penalty: 3164.608154
	Iteration 190Q: 3 clusters Score -1418036 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1418057.875000 Penalty: 3164.608154
	Iteration 191Q: 3 clusters Score -1418058 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -1418075.125000 Penalty: 3164.608154
	Iteration 192Q: 3 clusters Score -1418075 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -1418086.750000 Penalty: 3164.608154
	Iteration 193Q: 3 clusters Score -1418087 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -1418108.125000 Penalty: 3164.608154
	Iteration 194Q: 3 clusters Score -1418108 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -1418138.375000 Penalty: 3164.608154
	Iteration 195Q: 3 clusters Score -1418138 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -1418164.000000 Penalty: 3164.608154
	Iteration 196Q: 3 clusters Score -1418164 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -1418185.875000 Penalty: 3164.608154
	Iteration 197Q: 3 clusters Score -1418186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -1418199.250000 Penalty: 3164.608154
	Iteration 198Q: 3 clusters Score -1418199 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -1418214.875000 Penalty: 3164.608154
	Iteration 199Q: 3 clusters Score -1418215 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -1418233.375000 Penalty: 3164.608154
	Iteration 200F: 3 clusters Score -1418233 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -1418252.750000 Penalty: 3164.608154
	Iteration 201Q: 3 clusters Score -1418253 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -1418279.500000 Penalty: 3164.608154
	Iteration 202Q: 3 clusters Score -1418280 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -1418316.500000 Penalty: 3164.608154
	Iteration 203Q: 3 clusters Score -1418316 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -1418343.375000 Penalty: 3164.608154
	Iteration 204Q: 3 clusters Score -1418343 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -1418389.125000 Penalty: 3164.608154
	Iteration 205Q: 3 clusters Score -1418389 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -1418424.000000 Penalty: 3164.608154
	Iteration 206Q: 3 clusters Score -1418424 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -1418454.250000 Penalty: 3164.608154
	Iteration 207Q: 3 clusters Score -1418454 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -1418474.375000 Penalty: 3164.608154
	Iteration 208Q: 3 clusters Score -1418474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -1418482.500000 Penalty: 3164.608154
	Iteration 209Q: 3 clusters Score -1418482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -1418487.125000 Penalty: 3164.608154
	Iteration 210Q: 3 clusters Score -1418487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -1418493.875000 Penalty: 3164.608154
	Iteration 211Q: 3 clusters Score -1418494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -1418496.500000 Penalty: 3164.608154
	Iteration 212Q: 3 clusters Score -1418496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -1418499.875000 Penalty: 3164.608154
	Iteration 213Q: 3 clusters Score -1418500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -1418503.875000 Penalty: 3164.608154
	Iteration 214Q: 3 clusters Score -1418504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -1418505.625000 Penalty: 3164.608154
	Iteration 215Q: 3 clusters Score -1418506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -1418507.500000 Penalty: 3164.608154
	Iteration 216Q: 3 clusters Score -1418508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -1418508.250000 Penalty: 3164.608154
	Iteration 217Q: 3 clusters Score -1418508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -1418508.250000 Penalty: 3164.608154
	Iteration 218F: 3 clusters Score -1418508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -86545.601562 Penalty: 1130.438599
	Iteration 0F: 2 clusters Score -86545.6 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 542 members 
Entering Unmasked Estep 
Score: -85059.304688 Penalty: 2260.877197
	Iteration 0F: 3 clusters Score -85059.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -85322.015625 Penalty: 2260.877197
	Iteration 1F: 3 clusters Score -85322.02 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -85402.437500 Penalty: 2260.877197
	Iteration 2F: 3 clusters Score -85402.44 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -85455.812500 Penalty: 2260.877197
	Iteration 3Q: 3 clusters Score -85455.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -85482.843750 Penalty: 2260.877197
	Iteration 4Q: 3 clusters Score -85482.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -85510.671875 Penalty: 2260.877197
	Iteration 5Q: 3 clusters Score -85510.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -85529.531250 Penalty: 2260.877197
	Iteration 6Q: 3 clusters Score -85529.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -85542.234375 Penalty: 2260.877197
	Iteration 7Q: 3 clusters Score -85542.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -85550.718750 Penalty: 2260.877197
	Iteration 8Q: 3 clusters Score -85550.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -85558.789062 Penalty: 2260.877197
	Iteration 9Q: 3 clusters Score -85558.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -85563.343750 Penalty: 2260.877197
	Iteration 10Q: 3 clusters Score -85563.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -85565.656250 Penalty: 2260.877197
	Iteration 11Q: 3 clusters Score -85565.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -85567.195312 Penalty: 2260.877197
	Iteration 12Q: 3 clusters Score -85567.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -85571.250000 Penalty: 2260.877197
	Iteration 13Q: 3 clusters Score -85571.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -85576.757812 Penalty: 2260.877197
	Iteration 14Q: 3 clusters Score -85576.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -85583.476562 Penalty: 2260.877197
	Iteration 15Q: 3 clusters Score -85583.48 nChanged 7
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: -85592.382812 Penalty: 2260.877197
	Iteration 16Q: 3 clusters Score -85592.38 nChanged 9
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: -85601.390625 Penalty: 2260.877197
	Iteration 17Q: 3 clusters Score -85601.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -85613.531250 Penalty: 2260.877197
	Iteration 18Q: 3 clusters Score -85613.53 nChanged 9
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: -85621.507812 Penalty: 2260.877197
	Iteration 19Q: 3 clusters Score -85621.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -85631.281250 Penalty: 2260.877197
	Iteration 20F: 3 clusters Score -85631.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -85638.617188 Penalty: 2260.877197
	Iteration 21Q: 3 clusters Score -85638.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -85645.882812 Penalty: 2260.877197
	Iteration 22Q: 3 clusters Score -85645.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -85650.171875 Penalty: 2260.877197
	Iteration 23Q: 3 clusters Score -85650.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -85653.437500 Penalty: 2260.877197
	Iteration 24Q: 3 clusters Score -85653.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -85657.210938 Penalty: 2260.877197
	Iteration 25Q: 3 clusters Score -85657.21 nChanged 4
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: -85659.539062 Penalty: 2260.877197
	Iteration 26Q: 3 clusters Score -85659.54 nChanged 6
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: -85665.945312 Penalty: 2260.877197
	Iteration 27Q: 3 clusters Score -85665.95 nChanged 6
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: -85672.140625 Penalty: 2260.877197
	Iteration 28Q: 3 clusters Score -85672.14 nChanged 4
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: -85674.695312 Penalty: 2260.877197
	Iteration 29Q: 3 clusters Score -85674.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -85676.031250 Penalty: 2260.877197
	Iteration 30Q: 3 clusters Score -85676.03 nChanged 3
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: -85678.984375 Penalty: 2260.877197
	Iteration 31Q: 3 clusters Score -85678.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -85680.890625 Penalty: 2260.877197
	Iteration 32Q: 3 clusters Score -85680.89 nChanged 1
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: -85684.875000 Penalty: 2260.877197
	Iteration 33Q: 3 clusters Score -85684.88 nChanged 4
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: -85687.500000 Penalty: 2260.877197
	Iteration 34Q: 3 clusters Score -85687.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -85687.906250 Penalty: 2260.877197
	Iteration 35Q: 3 clusters Score -85687.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -85687.906250 Penalty: 2260.877197
	Iteration 36F: 3 clusters Score -85687.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -159599.796875 Penalty: 1223.703003
	Iteration 0F: 2 clusters Score -159599.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -157635.265625 Penalty: 2447.406006
	Iteration 0F: 3 clusters Score -157635.3 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -158056.515625 Penalty: 2447.406006
	Iteration 1F: 3 clusters Score -158056.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -158188.890625 Penalty: 2447.406006
	Iteration 2F: 3 clusters Score -158188.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -158299.921875 Penalty: 2447.406006
	Iteration 3F: 3 clusters Score -158299.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -158422.406250 Penalty: 2447.406006
	Iteration 4Q: 3 clusters Score -158422.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -158570.281250 Penalty: 2447.406006
	Iteration 5F: 3 clusters Score -158570.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -158732.140625 Penalty: 2447.406006
	Iteration 6F: 3 clusters Score -158732.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -158889.234375 Penalty: 2447.406006
	Iteration 7F: 3 clusters Score -158889.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -159120.968750 Penalty: 2447.406006
	Iteration 8F: 3 clusters Score -159121 nChanged 120
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: -159510.656250 Penalty: 2447.406006
	Iteration 9F: 3 clusters Score -159510.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -160337.531250 Penalty: 2447.406006
	Iteration 10F: 3 clusters Score -160337.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -160599.437500 Penalty: 2447.406006
	Iteration 11Q: 3 clusters Score -160599.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -160713.078125 Penalty: 2447.406006
	Iteration 12Q: 3 clusters Score -160713.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -160759.828125 Penalty: 2447.406006
	Iteration 13Q: 3 clusters Score -160759.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -160781.031250 Penalty: 2447.406006
	Iteration 14Q: 3 clusters Score -160781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -160810.359375 Penalty: 2447.406006
	Iteration 15Q: 3 clusters Score -160810.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -160836.015625 Penalty: 2447.406006
	Iteration 16Q: 3 clusters Score -160836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -160850.125000 Penalty: 2447.406006
	Iteration 17Q: 3 clusters Score -160850.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -160851.812500 Penalty: 2447.406006
	Iteration 18Q: 3 clusters Score -160851.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -160851.812500 Penalty: 2447.406006
	Iteration 19F: 3 clusters Score -160851.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63978 members 
Mstep: Class 2 contains 4397 members 
Mstep: Class 3 contains 51295 members 
Mstep: Class 4 contains 11154 members 
Mstep: Class 5 contains 10464 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 27026 members 
Mstep: Class 8 contains 1964 members 
Mstep: Class 9 contains 14377 members 
Mstep: Class 10 contains 71895 members 
Mstep: Class 11 contains 24913 members 
Mstep: Class 12 contains 5615 members 
Mstep: Class 13 contains 124951 members 
Mstep: Class 14 contains 115699 members 
Mstep: Class 15 contains 59449 members 
Mstep: Class 16 contains 18503 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40780 members 
Mstep: Class 19 contains 7278 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 7283 members 
Mstep: Class 22 contains 8038 members 
Mstep: Class 23 contains 59652 members 
Mstep: Class 24 contains 1998 members 
Mstep: Class 25 contains 8709 members 
Mstep: Class 26 contains 63807 members 
Mstep: Class 27 contains 1805 members 
Mstep: Class 28 contains 20859 members 
Mstep: Class 29 contains 76538 members 
Mstep: Class 30 contains 4224 members 
Mstep: Class 31 contains 1126 members 
Mstep: Class 32 contains 5391 members 
Mstep: Class 33 contains 16937 members 
Mstep: Class 34 contains 1050 members 
Mstep: Class 35 contains 815 members 
Mstep: Class 36 contains 3252 members 
Mstep: Class 37 contains 3721 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 13033 members 
Mstep: Class 40 contains 1049 members 
Entering Unmasked Estep 
Score: -84462552.000000 Penalty: 89524.148438
Splitting cluster 35 changes total score from -84462376.000000 to -84462552.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 36 (3252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Entering Unmasked Estep 
Score: -279640.312500 Penalty: 1314.141724
	Iteration 0F: 2 clusters Score -279640.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -276730.500000 Penalty: 2628.283447
	Iteration 0F: 3 clusters Score -276730.5 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -277469.031250 Penalty: 2628.283447
	Iteration 1F: 3 clusters Score -277469 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -277712.750000 Penalty: 2628.283447
	Iteration 2F: 3 clusters Score -277712.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -277964.781250 Penalty: 2628.283447
	Iteration 3F: 3 clusters Score -277964.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -278201.968750 Penalty: 2628.283447
	Iteration 4F: 3 clusters Score -278202 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -278356.843750 Penalty: 2628.283447
	Iteration 5F: 3 clusters Score -278356.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -278482.843750 Penalty: 2628.283447
	Iteration 6Q: 3 clusters Score -278482.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -278593.718750 Penalty: 2628.283447
	Iteration 7Q: 3 clusters Score -278593.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -278702.468750 Penalty: 2628.283447
	Iteration 8Q: 3 clusters Score -278702.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -278790.156250 Penalty: 2628.283447
	Iteration 9Q: 3 clusters Score -278790.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -278865.000000 Penalty: 2628.283447
	Iteration 10Q: 3 clusters Score -278865 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -278914.750000 Penalty: 2628.283447
	Iteration 11Q: 3 clusters Score -278914.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -278952.281250 Penalty: 2628.283447
	Iteration 12Q: 3 clusters Score -278952.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -278984.812500 Penalty: 2628.283447
	Iteration 13Q: 3 clusters Score -278984.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -279019.218750 Penalty: 2628.283447
	Iteration 14Q: 3 clusters Score -279019.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -279083.250000 Penalty: 2628.283447
	Iteration 15Q: 3 clusters Score -279083.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -279192.531250 Penalty: 2628.283447
	Iteration 16Q: 3 clusters Score -279192.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -279354.156250 Penalty: 2628.283447
	Iteration 17Q: 3 clusters Score -279354.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -279478.437500 Penalty: 2628.283447
	Iteration 18Q: 3 clusters Score -279478.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -279567.531250 Penalty: 2628.283447
	Iteration 19Q: 3 clusters Score -279567.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -279622.250000 Penalty: 2628.283447
	Iteration 20F: 3 clusters Score -279622.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -279658.437500 Penalty: 2628.283447
	Iteration 21Q: 3 clusters Score -279658.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -279679.281250 Penalty: 2628.283447
	Iteration 22Q: 3 clusters Score -279679.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -279702.031250 Penalty: 2628.283447
	Iteration 23Q: 3 clusters Score -279702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -279716.812500 Penalty: 2628.283447
	Iteration 24Q: 3 clusters Score -279716.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -279721.218750 Penalty: 2628.283447
	Iteration 25Q: 3 clusters Score -279721.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -279730.218750 Penalty: 2628.283447
	Iteration 26Q: 3 clusters Score -279730.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -279739.937500 Penalty: 2628.283447
	Iteration 27Q: 3 clusters Score -279739.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -279749.218750 Penalty: 2628.283447
	Iteration 28Q: 3 clusters Score -279749.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -279756.906250 Penalty: 2628.283447
	Iteration 29Q: 3 clusters Score -279756.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -279762.656250 Penalty: 2628.283447
	Iteration 30Q: 3 clusters Score -279762.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -279767.781250 Penalty: 2628.283447
	Iteration 31Q: 3 clusters Score -279767.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -279773.437500 Penalty: 2628.283447
	Iteration 32Q: 3 clusters Score -279773.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -279779.281250 Penalty: 2628.283447
	Iteration 33Q: 3 clusters Score -279779.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -279781.281250 Penalty: 2628.283447
	Iteration 34Q: 3 clusters Score -279781.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -279782.750000 Penalty: 2628.283447
	Iteration 35Q: 3 clusters Score -279782.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -279783.750000 Penalty: 2628.283447
	Iteration 36Q: 3 clusters Score -279783.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -279783.593750 Penalty: 2628.283447
	Iteration 37Q: 3 clusters Score -279783.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -279783.593750 Penalty: 2628.283447
	Iteration 38F: 3 clusters Score -279783.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63978 members 
Mstep: Class 2 contains 4397 members 
Mstep: Class 3 contains 51295 members 
Mstep: Class 4 contains 11154 members 
Mstep: Class 5 contains 10464 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 27026 members 
Mstep: Class 8 contains 1964 members 
Mstep: Class 9 contains 14377 members 
Mstep: Class 10 contains 71895 members 
Mstep: Class 11 contains 24913 members 
Mstep: Class 12 contains 5615 members 
Mstep: Class 13 contains 124951 members 
Mstep: Class 14 contains 115699 members 
Mstep: Class 15 contains 59449 members 
Mstep: Class 16 contains 18503 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40780 members 
Mstep: Class 19 contains 7278 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 7283 members 
Mstep: Class 22 contains 8038 members 
Mstep: Class 23 contains 59652 members 
Mstep: Class 24 contains 1998 members 
Mstep: Class 25 contains 8709 members 
Mstep: Class 26 contains 63807 members 
Mstep: Class 27 contains 1805 members 
Mstep: Class 28 contains 20859 members 
Mstep: Class 29 contains 76538 members 
Mstep: Class 30 contains 4224 members 
Mstep: Class 31 contains 1126 members 
Mstep: Class 32 contains 5391 members 
Mstep: Class 33 contains 16937 members 
Mstep: Class 34 contains 1050 members 
Mstep: Class 35 contains 815 members 
Mstep: Class 36 contains 1129 members 
Mstep: Class 37 contains 3721 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 13033 members 
Mstep: Class 40 contains 1049 members 
Mstep: Class 41 contains 2123 members 
Entering Unmasked Estep 
Score: -84461784.000000 Penalty: 91762.257812
Splitting cluster 36 changes total score from -84462376.000000 to -84461784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (3721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Entering Unmasked Estep 
Score: -292487.562500 Penalty: 1336.033936
	Iteration 0F: 2 clusters Score -292487.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -289357.031250 Penalty: 2672.067871
	Iteration 0F: 3 clusters Score -289357 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -290284.750000 Penalty: 2672.067871
	Iteration 1F: 3 clusters Score -290284.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -290580.281250 Penalty: 2672.067871
	Iteration 2F: 3 clusters Score -290580.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -290836.750000 Penalty: 2672.067871
	Iteration 3F: 3 clusters Score -290836.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -291000.843750 Penalty: 2672.067871
	Iteration 4F: 3 clusters Score -291000.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -291082.843750 Penalty: 2672.067871
	Iteration 5Q: 3 clusters Score -291082.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -291174.281250 Penalty: 2672.067871
	Iteration 6Q: 3 clusters Score -291174.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -291233.812500 Penalty: 2672.067871
	Iteration 7Q: 3 clusters Score -291233.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -291286.812500 Penalty: 2672.067871
	Iteration 8Q: 3 clusters Score -291286.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -291325.875000 Penalty: 2672.067871
	Iteration 9Q: 3 clusters Score -291325.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -291357.093750 Penalty: 2672.067871
	Iteration 10Q: 3 clusters Score -291357.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -291383.312500 Penalty: 2672.067871
	Iteration 11Q: 3 clusters Score -291383.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -291407.812500 Penalty: 2672.067871
	Iteration 12Q: 3 clusters Score -291407.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -291430.937500 Penalty: 2672.067871
	Iteration 13Q: 3 clusters Score -291430.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -291449.625000 Penalty: 2672.067871
	Iteration 14Q: 3 clusters Score -291449.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -291465.218750 Penalty: 2672.067871
	Iteration 15Q: 3 clusters Score -291465.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -291475.406250 Penalty: 2672.067871
	Iteration 16Q: 3 clusters Score -291475.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -291486.625000 Penalty: 2672.067871
	Iteration 17Q: 3 clusters Score -291486.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -291494.875000 Penalty: 2672.067871
	Iteration 18Q: 3 clusters Score -291494.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -291506.156250 Penalty: 2672.067871
	Iteration 19Q: 3 clusters Score -291506.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -291518.218750 Penalty: 2672.067871
	Iteration 20F: 3 clusters Score -291518.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -291525.218750 Penalty: 2672.067871
	Iteration 21Q: 3 clusters Score -291525.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -291530.906250 Penalty: 2672.067871
	Iteration 22Q: 3 clusters Score -291530.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -291539.281250 Penalty: 2672.067871
	Iteration 23Q: 3 clusters Score -291539.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -291545.062500 Penalty: 2672.067871
	Iteration 24Q: 3 clusters Score -291545.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -291547.906250 Penalty: 2672.067871
	Iteration 25Q: 3 clusters Score -291547.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -291552.937500 Penalty: 2672.067871
	Iteration 26Q: 3 clusters Score -291552.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -291558.375000 Penalty: 2672.067871
	Iteration 27Q: 3 clusters Score -291558.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -291565.000000 Penalty: 2672.067871
	Iteration 28Q: 3 clusters Score -291565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -291572.500000 Penalty: 2672.067871
	Iteration 29Q: 3 clusters Score -291572.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -291576.937500 Penalty: 2672.067871
	Iteration 30Q: 3 clusters Score -291576.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -291580.031250 Penalty: 2672.067871
	Iteration 31Q: 3 clusters Score -291580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -291579.718750 Penalty: 2672.067871
	Iteration 32Q: 3 clusters Score -291579.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -291580.218750 Penalty: 2672.067871
	Iteration 33Q: 3 clusters Score -291580.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -291580.718750 Penalty: 2672.067871
	Iteration 34Q: 3 clusters Score -291580.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -291582.593750 Penalty: 2672.067871
	Iteration 35Q: 3 clusters Score -291582.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -291587.343750 Penalty: 2672.067871
	Iteration 36Q: 3 clusters Score -291587.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -291592.437500 Penalty: 2672.067871
	Iteration 37Q: 3 clusters Score -291592.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -291595.750000 Penalty: 2672.067871
	Iteration 38Q: 3 clusters Score -291595.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -291597.843750 Penalty: 2672.067871
	Iteration 39Q: 3 clusters Score -291597.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -291599.750000 Penalty: 2672.067871
	Iteration 40F: 3 clusters Score -291599.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -291606.531250 Penalty: 2672.067871
	Iteration 41Q: 3 clusters Score -291606.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -291613.718750 Penalty: 2672.067871
	Iteration 42Q: 3 clusters Score -291613.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -291621.687500 Penalty: 2672.067871
	Iteration 43Q: 3 clusters Score -291621.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -291628.593750 Penalty: 2672.067871
	Iteration 44Q: 3 clusters Score -291628.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -291637.468750 Penalty: 2672.067871
	Iteration 45Q: 3 clusters Score -291637.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -291644.031250 Penalty: 2672.067871
	Iteration 46Q: 3 clusters Score -291644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -291653.187500 Penalty: 2672.067871
	Iteration 47Q: 3 clusters Score -291653.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -291663.250000 Penalty: 2672.067871
	Iteration 48Q: 3 clusters Score -291663.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -291670.968750 Penalty: 2672.067871
	Iteration 49Q: 3 clusters Score -291671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -291678.531250 Penalty: 2672.067871
	Iteration 50Q: 3 clusters Score -291678.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -291691.437500 Penalty: 2672.067871
	Iteration 51Q: 3 clusters Score -291691.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -291699.437500 Penalty: 2672.067871
	Iteration 52Q: 3 clusters Score -291699.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -291706.187500 Penalty: 2672.067871
	Iteration 53Q: 3 clusters Score -291706.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -291714.218750 Penalty: 2672.067871
	Iteration 54Q: 3 clusters Score -291714.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -291720.468750 Penalty: 2672.067871
	Iteration 55Q: 3 clusters Score -291720.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -291727.500000 Penalty: 2672.067871
	Iteration 56Q: 3 clusters Score -291727.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -291733.437500 Penalty: 2672.067871
	Iteration 57Q: 3 clusters Score -291733.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -291737.125000 Penalty: 2672.067871
	Iteration 58Q: 3 clusters Score -291737.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -291740.187500 Penalty: 2672.067871
	Iteration 59Q: 3 clusters Score -291740.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -291743.062500 Penalty: 2672.067871
	Iteration 60F: 3 clusters Score -291743.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -291744.656250 Penalty: 2672.067871
	Iteration 61Q: 3 clusters Score -291744.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -291744.562500 Penalty: 2672.067871
	Iteration 62Q: 3 clusters Score -291744.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -291744.562500 Penalty: 2672.067871
	Iteration 63F: 3 clusters Score -291744.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Entering Unmasked Estep 
Score: -70866.632812 Penalty: 1126.681274
	Iteration 0F: 2 clusters Score -70866.63 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 524 members 
Entering Unmasked Estep 
Score: -69472.609375 Penalty: 2253.362549
	Iteration 0F: 3 clusters Score -69472.61 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -70161.000000 Penalty: 2253.362549
	Iteration 1F: 3 clusters Score -70161 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -70567.460938 Penalty: 2253.362549
	Iteration 2F: 3 clusters Score -70567.46 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -70809.226562 Penalty: 2253.362549
	Iteration 3F: 3 clusters Score -70809.23 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -70914.031250 Penalty: 2253.362549
	Iteration 4Q: 3 clusters Score -70914.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -70962.601562 Penalty: 2253.362549
	Iteration 5Q: 3 clusters Score -70962.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -70991.960938 Penalty: 2253.362549
	Iteration 6Q: 3 clusters Score -70991.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -71027.523438 Penalty: 2253.362549
	Iteration 7Q: 3 clusters Score -71027.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -71037.992188 Penalty: 2253.362549
	Iteration 8Q: 3 clusters Score -71037.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -71042.851562 Penalty: 2253.362549
	Iteration 9Q: 3 clusters Score -71042.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -71043.968750 Penalty: 2253.362549
	Iteration 10Q: 3 clusters Score -71043.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -71047.460938 Penalty: 2253.362549
	Iteration 11Q: 3 clusters Score -71047.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -71054.820312 Penalty: 2253.362549
	Iteration 12Q: 3 clusters Score -71054.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -71056.945312 Penalty: 2253.362549
	Iteration 13Q: 3 clusters Score -71056.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -71056.945312 Penalty: 2253.362549
	Iteration 14F: 3 clusters Score -71056.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63978 members 
Mstep: Class 2 contains 4397 members 
Mstep: Class 3 contains 51295 members 
Mstep: Class 4 contains 11154 members 
Mstep: Class 5 contains 10464 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 27026 members 
Mstep: Class 8 contains 1964 members 
Mstep: Class 9 contains 14377 members 
Mstep: Class 10 contains 71895 members 
Mstep: Class 11 contains 24913 members 
Mstep: Class 12 contains 5615 members 
Mstep: Class 13 contains 124951 members 
Mstep: Class 14 contains 115699 members 
Mstep: Class 15 contains 59449 members 
Mstep: Class 16 contains 18503 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40780 members 
Mstep: Class 19 contains 7278 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 7283 members 
Mstep: Class 22 contains 8038 members 
Mstep: Class 23 contains 59652 members 
Mstep: Class 24 contains 1998 members 
Mstep: Class 25 contains 8709 members 
Mstep: Class 26 contains 63807 members 
Mstep: Class 27 contains 1805 members 
Mstep: Class 28 contains 20859 members 
Mstep: Class 29 contains 76538 members 
Mstep: Class 30 contains 4224 members 
Mstep: Class 31 contains 1126 members 
Mstep: Class 32 contains 5391 members 
Mstep: Class 33 contains 16937 members 
Mstep: Class 34 contains 1050 members 
Mstep: Class 35 contains 815 members 
Mstep: Class 36 contains 3252 members 
Mstep: Class 37 contains 3721 members 
Mstep: Class 38 contains 559 members 
Mstep: Class 39 contains 13033 members 
Mstep: Class 40 contains 1049 members 
Mstep: Class 41 contains 467 members 
Entering Unmasked Estep 
Score: -84461632.000000 Penalty: 91762.257812
Splitting cluster 38 changes total score from -84462376.000000 to -84461632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (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: -1210483.500000 Penalty: 1539.726440
	Iteration 0F: 2 clusters Score -1210484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1201402.625000 Penalty: 3079.452881
	Iteration 0F: 3 clusters Score -1201403 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1204425.250000 Penalty: 3079.452881
	Iteration 1F: 3 clusters Score -1204425 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1204698.875000 Penalty: 3079.452881
	Iteration 2F: 3 clusters Score -1204699 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1204938.750000 Penalty: 3079.452881
	Iteration 3Q: 3 clusters Score -1204939 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1205187.000000 Penalty: 3079.452881
	Iteration 4Q: 3 clusters Score -1205187 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1205492.750000 Penalty: 3079.452881
	Iteration 5Q: 3 clusters Score -1205493 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1205838.750000 Penalty: 3079.452881
	Iteration 6Q: 3 clusters Score -1205839 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1206236.000000 Penalty: 3079.452881
	Iteration 7Q: 3 clusters Score -1206236 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1206686.375000 Penalty: 3079.452881
	Iteration 8Q: 3 clusters Score -1206686 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1207195.375000 Penalty: 3079.452881
	Iteration 9Q: 3 clusters Score -1207195 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1207631.750000 Penalty: 3079.452881
	Iteration 10Q: 3 clusters Score -1207632 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1207949.500000 Penalty: 3079.452881
	Iteration 11Q: 3 clusters Score -1207950 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1208198.875000 Penalty: 3079.452881
	Iteration 12Q: 3 clusters Score -1208199 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1208391.125000 Penalty: 3079.452881
	Iteration 13Q: 3 clusters Score -1208391 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1208548.375000 Penalty: 3079.452881
	Iteration 14Q: 3 clusters Score -1208548 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1208672.125000 Penalty: 3079.452881
	Iteration 15Q: 3 clusters Score -1208672 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1208765.000000 Penalty: 3079.452881
	Iteration 16Q: 3 clusters Score -1208765 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1208854.500000 Penalty: 3079.452881
	Iteration 17Q: 3 clusters Score -1208854 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1208918.125000 Penalty: 3079.452881
	Iteration 18Q: 3 clusters Score -1208918 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1208973.125000 Penalty: 3079.452881
	Iteration 19Q: 3 clusters Score -1208973 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1209013.125000 Penalty: 3079.452881
	Iteration 20F: 3 clusters Score -1209013 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1209046.500000 Penalty: 3079.452881
	Iteration 21Q: 3 clusters Score -1209046 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1209068.375000 Penalty: 3079.452881
	Iteration 22Q: 3 clusters Score -1209068 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1209087.125000 Penalty: 3079.452881
	Iteration 23Q: 3 clusters Score -1209087 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1209102.875000 Penalty: 3079.452881
	Iteration 24Q: 3 clusters Score -1209103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1209113.000000 Penalty: 3079.452881
	Iteration 25Q: 3 clusters Score -1209113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1209117.750000 Penalty: 3079.452881
	Iteration 26Q: 3 clusters Score -1209118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1209121.500000 Penalty: 3079.452881
	Iteration 27Q: 3 clusters Score -1209122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1209134.875000 Penalty: 3079.452881
	Iteration 28Q: 3 clusters Score -1209135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1209141.625000 Penalty: 3079.452881
	Iteration 29Q: 3 clusters Score -1209142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1209144.750000 Penalty: 3079.452881
	Iteration 30Q: 3 clusters Score -1209145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1209150.125000 Penalty: 3079.452881
	Iteration 31Q: 3 clusters Score -1209150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1209155.375000 Penalty: 3079.452881
	Iteration 32Q: 3 clusters Score -1209155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1209155.375000 Penalty: 3079.452881
	Iteration 33Q: 3 clusters Score -1209155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1209160.625000 Penalty: 3079.452881
	Iteration 34Q: 3 clusters Score -1209161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1209161.375000 Penalty: 3079.452881
	Iteration 35Q: 3 clusters Score -1209161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1209170.250000 Penalty: 3079.452881
	Iteration 36Q: 3 clusters Score -1209170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1209171.875000 Penalty: 3079.452881
	Iteration 37Q: 3 clusters Score -1209172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1209174.125000 Penalty: 3079.452881
	Iteration 38Q: 3 clusters Score -1209174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1209175.500000 Penalty: 3079.452881
	Iteration 39Q: 3 clusters Score -1209176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1209177.000000 Penalty: 3079.452881
	Iteration 40F: 3 clusters Score -1209177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1209179.250000 Penalty: 3079.452881
	Iteration 41Q: 3 clusters Score -1209179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1209179.250000 Penalty: 3079.452881
	Iteration 42Q: 3 clusters Score -1209179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1209179.250000 Penalty: 3079.452881
	Iteration 43F: 3 clusters Score -1209179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63978 members 
Mstep: Class 2 contains 4397 members 
Mstep: Class 3 contains 51295 members 
Mstep: Class 4 contains 11154 members 
Mstep: Class 5 contains 10464 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 27026 members 
Mstep: Class 8 contains 1964 members 
Mstep: Class 9 contains 14377 members 
Mstep: Class 10 contains 71895 members 
Mstep: Class 11 contains 24913 members 
Mstep: Class 12 contains 5615 members 
Mstep: Class 13 contains 124951 members 
Mstep: Class 14 contains 115699 members 
Mstep: Class 15 contains 59449 members 
Mstep: Class 16 contains 18503 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40780 members 
Mstep: Class 19 contains 7278 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 7283 members 
Mstep: Class 22 contains 8038 members 
Mstep: Class 23 contains 59652 members 
Mstep: Class 24 contains 1998 members 
Mstep: Class 25 contains 8709 members 
Mstep: Class 26 contains 63807 members 
Mstep: Class 27 contains 1805 members 
Mstep: Class 28 contains 20859 members 
Mstep: Class 29 contains 76538 members 
Mstep: Class 30 contains 4224 members 
Mstep: Class 31 contains 1126 members 
Mstep: Class 32 contains 5391 members 
Mstep: Class 33 contains 16937 members 
Mstep: Class 34 contains 1050 members 
Mstep: Class 35 contains 815 members 
Mstep: Class 36 contains 3252 members 
Mstep: Class 37 contains 3721 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 13033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84462776.000000 Penalty: 89524.148438
Iteration 119Q: 41 clusters Score -8.446278e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63964 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 51295 members 
Mstep: Class 4 contains 11159 members 
Mstep: Class 5 contains 10459 members 
Mstep: Class 6 contains 2121 members 
Mstep: Class 7 contains 27053 members 
Mstep: Class 8 contains 1964 members 
Mstep: Class 9 contains 14384 members 
Mstep: Class 10 contains 71909 members 
Mstep: Class 11 contains 24915 members 
Mstep: Class 12 contains 5615 members 
Mstep: Class 13 contains 124949 members 
Mstep: Class 14 contains 115680 members 
Mstep: Class 15 contains 59450 members 
Mstep: Class 16 contains 18499 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40778 members 
Mstep: Class 19 contains 7279 members 
Mstep: Class 20 contains 1147 members 
Mstep: Class 21 contains 7282 members 
Mstep: Class 22 contains 8035 members 
Mstep: Class 23 contains 59633 members 
Mstep: Class 24 contains 2005 members 
Mstep: Class 25 contains 8709 members 
Mstep: Class 26 contains 63806 members 
Mstep: Class 27 contains 1798 members 
Mstep: Class 28 contains 20850 members 
Mstep: Class 29 contains 76539 members 
Mstep: Class 30 contains 4258 members 
Mstep: Class 31 contains 1128 members 
Mstep: Class 32 contains 5394 members 
Mstep: Class 33 contains 16926 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 807 members 
Mstep: Class 36 contains 3255 members 
Mstep: Class 37 contains 3733 members 
Mstep: Class 38 contains 1027 members 
Mstep: Class 39 contains 13042 members 
Mstep: Class 40 contains 1017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463048.000000 Penalty: 89524.148438
Iteration 120F: 41 clusters Score -8.446305e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63953 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 51295 members 
Mstep: Class 4 contains 11164 members 
Mstep: Class 5 contains 10458 members 
Mstep: Class 6 contains 2121 members 
Mstep: Class 7 contains 27074 members 
Mstep: Class 8 contains 1965 members 
Mstep: Class 9 contains 14387 members 
Mstep: Class 10 contains 71925 members 
Mstep: Class 11 contains 24913 members 
Mstep: Class 12 contains 5615 members 
Mstep: Class 13 contains 124949 members 
Mstep: Class 14 contains 115659 members 
Mstep: Class 15 contains 59447 members 
Mstep: Class 16 contains 18498 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40777 members 
Mstep: Class 19 contains 7279 members 
Mstep: Class 20 contains 1154 members 
Mstep: Class 21 contains 7281 members 
Mstep: Class 22 contains 8018 members 
Mstep: Class 23 contains 59608 members 
Mstep: Class 24 contains 2012 members 
Mstep: Class 25 contains 8709 members 
Mstep: Class 26 contains 63808 members 
Mstep: Class 27 contains 1794 members 
Mstep: Class 28 contains 20838 members 
Mstep: Class 29 contains 76535 members 
Mstep: Class 30 contains 4251 members 
Mstep: Class 31 contains 1124 members 
Mstep: Class 32 contains 5400 members 
Mstep: Class 33 contains 16917 members 
Mstep: Class 34 contains 1048 members 
Mstep: Class 35 contains 806 members 
Mstep: Class 36 contains 3251 members 
Mstep: Class 37 contains 3741 members 
Mstep: Class 38 contains 1028 members 
Mstep: Class 39 contains 13045 members 
Mstep: Class 40 contains 1066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463184.000000 Penalty: 89524.148438
Iteration 121Q: 41 clusters Score -8.446318e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63948 members 
Mstep: Class 2 contains 4383 members 
Mstep: Class 3 contains 51295 members 
Mstep: Class 4 contains 11168 members 
Mstep: Class 5 contains 10458 members 
Mstep: Class 6 contains 2121 members 
Mstep: Class 7 contains 27085 members 
Mstep: Class 8 contains 1966 members 
Mstep: Class 9 contains 14392 members 
Mstep: Class 10 contains 71933 members 
Mstep: Class 11 contains 24911 members 
Mstep: Class 12 contains 5616 members 
Mstep: Class 13 contains 124947 members 
Mstep: Class 14 contains 115643 members 
Mstep: Class 15 contains 59444 members 
Mstep: Class 16 contains 18498 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40776 members 
Mstep: Class 19 contains 7279 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 8011 members 
Mstep: Class 23 contains 59593 members 
Mstep: Class 24 contains 2015 members 
Mstep: Class 25 contains 8713 members 
Mstep: Class 26 contains 63806 members 
Mstep: Class 27 contains 1792 members 
Mstep: Class 28 contains 20829 members 
Mstep: Class 29 contains 76528 members 
Mstep: Class 30 contains 4245 members 
Mstep: Class 31 contains 1121 members 
Mstep: Class 32 contains 5406 members 
Mstep: Class 33 contains 16907 members 
Mstep: Class 34 contains 1048 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 3247 members 
Mstep: Class 37 contains 3755 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 13049 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463224.000000 Penalty: 89524.148438
Iteration 122Q: 41 clusters Score -8.446322e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63943 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 51295 members 
Mstep: Class 4 contains 11167 members 
Mstep: Class 5 contains 10457 members 
Mstep: Class 6 contains 2121 members 
Mstep: Class 7 contains 27100 members 
Mstep: Class 8 contains 1966 members 
Mstep: Class 9 contains 14396 members 
Mstep: Class 10 contains 71940 members 
Mstep: Class 11 contains 24910 members 
Mstep: Class 12 contains 5616 members 
Mstep: Class 13 contains 124943 members 
Mstep: Class 14 contains 115638 members 
Mstep: Class 15 contains 59443 members 
Mstep: Class 16 contains 18496 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40775 members 
Mstep: Class 19 contains 7278 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7278 members 
Mstep: Class 22 contains 8010 members 
Mstep: Class 23 contains 59581 members 
Mstep: Class 24 contains 2018 members 
Mstep: Class 25 contains 8713 members 
Mstep: Class 26 contains 63800 members 
Mstep: Class 27 contains 1790 members 
Mstep: Class 28 contains 20823 members 
Mstep: Class 29 contains 76520 members 
Mstep: Class 30 contains 4243 members 
Mstep: Class 31 contains 1113 members 
Mstep: Class 32 contains 5410 members 
Mstep: Class 33 contains 16893 members 
Mstep: Class 34 contains 1048 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3239 members 
Mstep: Class 37 contains 3771 members 
Mstep: Class 38 contains 1028 members 
Mstep: Class 39 contains 13056 members 
Mstep: Class 40 contains 1131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463184.000000 Penalty: 89524.148438
Iteration 123Q: 41 clusters Score -8.446318e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63941 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 51295 members 
Mstep: Class 4 contains 11169 members 
Mstep: Class 5 contains 10459 members 
Mstep: Class 6 contains 2121 members 
Mstep: Class 7 contains 27104 members 
Mstep: Class 8 contains 1966 members 
Mstep: Class 9 contains 14402 members 
Mstep: Class 10 contains 71945 members 
Mstep: Class 11 contains 24912 members 
Mstep: Class 12 contains 5615 members 
Mstep: Class 13 contains 124942 members 
Mstep: Class 14 contains 115637 members 
Mstep: Class 15 contains 59439 members 
Mstep: Class 16 contains 18494 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40774 members 
Mstep: Class 19 contains 7280 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7276 members 
Mstep: Class 22 contains 8002 members 
Mstep: Class 23 contains 59574 members 
Mstep: Class 24 contains 2020 members 
Mstep: Class 25 contains 8714 members 
Mstep: Class 26 contains 63798 members 
Mstep: Class 27 contains 1787 members 
Mstep: Class 28 contains 20816 members 
Mstep: Class 29 contains 76515 members 
Mstep: Class 30 contains 4245 members 
Mstep: Class 31 contains 1106 members 
Mstep: Class 32 contains 5412 members 
Mstep: Class 33 contains 16880 members 
Mstep: Class 34 contains 1047 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3227 members 
Mstep: Class 37 contains 3779 members 
Mstep: Class 38 contains 1031 members 
Mstep: Class 39 contains 13061 members 
Mstep: Class 40 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463192.000000 Penalty: 89524.148438
Iteration 124Q: 41 clusters Score -8.446319e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63936 members 
Mstep: Class 2 contains 4392 members 
Mstep: Class 3 contains 51293 members 
Mstep: Class 4 contains 11169 members 
Mstep: Class 5 contains 10461 members 
Mstep: Class 6 contains 2121 members 
Mstep: Class 7 contains 27113 members 
Mstep: Class 8 contains 1966 members 
Mstep: Class 9 contains 14408 members 
Mstep: Class 10 contains 71950 members 
Mstep: Class 11 contains 24907 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 124943 members 
Mstep: Class 14 contains 115631 members 
Mstep: Class 15 contains 59432 members 
Mstep: Class 16 contains 18494 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40775 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7270 members 
Mstep: Class 22 contains 7999 members 
Mstep: Class 23 contains 59551 members 
Mstep: Class 24 contains 2022 members 
Mstep: Class 25 contains 8719 members 
Mstep: Class 26 contains 63804 members 
Mstep: Class 27 contains 1788 members 
Mstep: Class 28 contains 20808 members 
Mstep: Class 29 contains 76509 members 
Mstep: Class 30 contains 4248 members 
Mstep: Class 31 contains 1099 members 
Mstep: Class 32 contains 5415 members 
Mstep: Class 33 contains 16879 members 
Mstep: Class 34 contains 1048 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3202 members 
Mstep: Class 37 contains 3788 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 13064 members 
Mstep: Class 40 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463288.000000 Penalty: 89524.148438
Iteration 125Q: 41 clusters Score -8.446329e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63930 members 
Mstep: Class 2 contains 4392 members 
Mstep: Class 3 contains 51292 members 
Mstep: Class 4 contains 11169 members 
Mstep: Class 5 contains 10463 members 
Mstep: Class 6 contains 2132 members 
Mstep: Class 7 contains 27119 members 
Mstep: Class 8 contains 1966 members 
Mstep: Class 9 contains 14415 members 
Mstep: Class 10 contains 71953 members 
Mstep: Class 11 contains 24907 members 
Mstep: Class 12 contains 5619 members 
Mstep: Class 13 contains 124943 members 
Mstep: Class 14 contains 115623 members 
Mstep: Class 15 contains 59428 members 
Mstep: Class 16 contains 18495 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40775 members 
Mstep: Class 19 contains 7285 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7268 members 
Mstep: Class 22 contains 7998 members 
Mstep: Class 23 contains 59538 members 
Mstep: Class 24 contains 2022 members 
Mstep: Class 25 contains 8719 members 
Mstep: Class 26 contains 63808 members 
Mstep: Class 27 contains 1787 members 
Mstep: Class 28 contains 20803 members 
Mstep: Class 29 contains 76507 members 
Mstep: Class 30 contains 4247 members 
Mstep: Class 31 contains 1088 members 
Mstep: Class 32 contains 5416 members 
Mstep: Class 33 contains 16875 members 
Mstep: Class 34 contains 1048 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3180 members 
Mstep: Class 37 contains 3800 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 13071 members 
Mstep: Class 40 contains 1219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463472.000000 Penalty: 89524.148438
Iteration 126Q: 41 clusters Score -8.446347e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63924 members 
Mstep: Class 2 contains 4394 members 
Mstep: Class 3 contains 51291 members 
Mstep: Class 4 contains 11171 members 
Mstep: Class 5 contains 10463 members 
Mstep: Class 6 contains 2134 members 
Mstep: Class 7 contains 27126 members 
Mstep: Class 8 contains 1966 members 
Mstep: Class 9 contains 14423 members 
Mstep: Class 10 contains 71958 members 
Mstep: Class 11 contains 24905 members 
Mstep: Class 12 contains 5619 members 
Mstep: Class 13 contains 124943 members 
Mstep: Class 14 contains 115619 members 
Mstep: Class 15 contains 59424 members 
Mstep: Class 16 contains 18496 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40774 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7265 members 
Mstep: Class 22 contains 7995 members 
Mstep: Class 23 contains 59524 members 
Mstep: Class 24 contains 2022 members 
Mstep: Class 25 contains 8722 members 
Mstep: Class 26 contains 63807 members 
Mstep: Class 27 contains 1788 members 
Mstep: Class 28 contains 20802 members 
Mstep: Class 29 contains 76506 members 
Mstep: Class 30 contains 4246 members 
Mstep: Class 31 contains 1086 members 
Mstep: Class 32 contains 5415 members 
Mstep: Class 33 contains 16873 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3168 members 
Mstep: Class 37 contains 3810 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 13074 members 
Mstep: Class 40 contains 1234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463632.000000 Penalty: 89524.148438
Iteration 127Q: 41 clusters Score -8.446363e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63913 members 
Mstep: Class 2 contains 4394 members 
Mstep: Class 3 contains 51291 members 
Mstep: Class 4 contains 11173 members 
Mstep: Class 5 contains 10467 members 
Mstep: Class 6 contains 2135 members 
Mstep: Class 7 contains 27130 members 
Mstep: Class 8 contains 1966 members 
Mstep: Class 9 contains 14427 members 
Mstep: Class 10 contains 71967 members 
Mstep: Class 11 contains 24903 members 
Mstep: Class 12 contains 5622 members 
Mstep: Class 13 contains 124940 members 
Mstep: Class 14 contains 115618 members 
Mstep: Class 15 contains 59420 members 
Mstep: Class 16 contains 18496 members 
Mstep: Class 17 contains 1024 members 
Mstep: Class 18 contains 40774 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7260 members 
Mstep: Class 22 contains 7993 members 
Mstep: Class 23 contains 59515 members 
Mstep: Class 24 contains 2022 members 
Mstep: Class 25 contains 8725 members 
Mstep: Class 26 contains 63805 members 
Mstep: Class 27 contains 1788 members 
Mstep: Class 28 contains 20799 members 
Mstep: Class 29 contains 76499 members 
Mstep: Class 30 contains 4242 members 
Mstep: Class 31 contains 1085 members 
Mstep: Class 32 contains 5416 members 
Mstep: Class 33 contains 16874 members 
Mstep: Class 34 contains 1048 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3157 members 
Mstep: Class 37 contains 3817 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 13080 members 
Mstep: Class 40 contains 1255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463616.000000 Penalty: 89524.148438
Iteration 128Q: 41 clusters Score -8.446362e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63907 members 
Mstep: Class 2 contains 4394 members 
Mstep: Class 3 contains 51291 members 
Mstep: Class 4 contains 11173 members 
Mstep: Class 5 contains 10465 members 
Mstep: Class 6 contains 2135 members 
Mstep: Class 7 contains 27145 members 
Mstep: Class 8 contains 1967 members 
Mstep: Class 9 contains 14430 members 
Mstep: Class 10 contains 71970 members 
Mstep: Class 11 contains 24900 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124938 members 
Mstep: Class 14 contains 115613 members 
Mstep: Class 15 contains 59417 members 
Mstep: Class 16 contains 18496 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40774 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7257 members 
Mstep: Class 22 contains 7990 members 
Mstep: Class 23 contains 59513 members 
Mstep: Class 24 contains 2022 members 
Mstep: Class 25 contains 8724 members 
Mstep: Class 26 contains 63809 members 
Mstep: Class 27 contains 1785 members 
Mstep: Class 28 contains 20796 members 
Mstep: Class 29 contains 76495 members 
Mstep: Class 30 contains 4241 members 
Mstep: Class 31 contains 1084 members 
Mstep: Class 32 contains 5416 members 
Mstep: Class 33 contains 16869 members 
Mstep: Class 34 contains 1048 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3148 members 
Mstep: Class 37 contains 3827 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 13080 members 
Mstep: Class 40 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463776.000000 Penalty: 89524.148438
Iteration 129Q: 41 clusters Score -8.446378e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63899 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51291 members 
Mstep: Class 4 contains 11172 members 
Mstep: Class 5 contains 10468 members 
Mstep: Class 6 contains 2129 members 
Mstep: Class 7 contains 27151 members 
Mstep: Class 8 contains 1968 members 
Mstep: Class 9 contains 14432 members 
Mstep: Class 10 contains 71977 members 
Mstep: Class 11 contains 24906 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124936 members 
Mstep: Class 14 contains 115601 members 
Mstep: Class 15 contains 59416 members 
Mstep: Class 16 contains 18496 members 
Mstep: Class 17 contains 1027 members 
Mstep: Class 18 contains 40776 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7257 members 
Mstep: Class 22 contains 7988 members 
Mstep: Class 23 contains 59512 members 
Mstep: Class 24 contains 2022 members 
Mstep: Class 25 contains 8721 members 
Mstep: Class 26 contains 63808 members 
Mstep: Class 27 contains 1784 members 
Mstep: Class 28 contains 20794 members 
Mstep: Class 29 contains 76491 members 
Mstep: Class 30 contains 4243 members 
Mstep: Class 31 contains 1084 members 
Mstep: Class 32 contains 5416 members 
Mstep: Class 33 contains 16868 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3144 members 
Mstep: Class 37 contains 3834 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 13082 members 
Mstep: Class 40 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463808.000000 Penalty: 89524.148438
Iteration 130Q: 41 clusters Score -8.446381e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63896 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51291 members 
Mstep: Class 4 contains 11177 members 
Mstep: Class 5 contains 10472 members 
Mstep: Class 6 contains 2129 members 
Mstep: Class 7 contains 27164 members 
Mstep: Class 8 contains 1969 members 
Mstep: Class 9 contains 14437 members 
Mstep: Class 10 contains 71977 members 
Mstep: Class 11 contains 24907 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124931 members 
Mstep: Class 14 contains 115588 members 
Mstep: Class 15 contains 59412 members 
Mstep: Class 16 contains 18496 members 
Mstep: Class 17 contains 1026 members 
Mstep: Class 18 contains 40776 members 
Mstep: Class 19 contains 7287 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7259 members 
Mstep: Class 22 contains 7989 members 
Mstep: Class 23 contains 59507 members 
Mstep: Class 24 contains 2022 members 
Mstep: Class 25 contains 8722 members 
Mstep: Class 26 contains 63805 members 
Mstep: Class 27 contains 1784 members 
Mstep: Class 28 contains 20786 members 
Mstep: Class 29 contains 76488 members 
Mstep: Class 30 contains 4241 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 5416 members 
Mstep: Class 33 contains 16867 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3142 members 
Mstep: Class 37 contains 3841 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 13086 members 
Mstep: Class 40 contains 1289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463792.000000 Penalty: 89524.148438
Iteration 131Q: 41 clusters Score -8.446379e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63893 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51291 members 
Mstep: Class 4 contains 11182 members 
Mstep: Class 5 contains 10476 members 
Mstep: Class 6 contains 2127 members 
Mstep: Class 7 contains 27181 members 
Mstep: Class 8 contains 1971 members 
Mstep: Class 9 contains 14440 members 
Mstep: Class 10 contains 71982 members 
Mstep: Class 11 contains 24908 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 124925 members 
Mstep: Class 14 contains 115573 members 
Mstep: Class 15 contains 59404 members 
Mstep: Class 16 contains 18496 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40776 members 
Mstep: Class 19 contains 7287 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7258 members 
Mstep: Class 22 contains 7991 members 
Mstep: Class 23 contains 59504 members 
Mstep: Class 24 contains 2022 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63803 members 
Mstep: Class 27 contains 1784 members 
Mstep: Class 28 contains 20778 members 
Mstep: Class 29 contains 76485 members 
Mstep: Class 30 contains 4242 members 
Mstep: Class 31 contains 1084 members 
Mstep: Class 32 contains 5417 members 
Mstep: Class 33 contains 16865 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3142 members 
Mstep: Class 37 contains 3844 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 13093 members 
Mstep: Class 40 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463760.000000 Penalty: 89524.148438
Iteration 132Q: 41 clusters Score -8.446376e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63889 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51291 members 
Mstep: Class 4 contains 11184 members 
Mstep: Class 5 contains 10473 members 
Mstep: Class 6 contains 2126 members 
Mstep: Class 7 contains 27194 members 
Mstep: Class 8 contains 1971 members 
Mstep: Class 9 contains 14442 members 
Mstep: Class 10 contains 71988 members 
Mstep: Class 11 contains 24912 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 124918 members 
Mstep: Class 14 contains 115562 members 
Mstep: Class 15 contains 59401 members 
Mstep: Class 16 contains 18496 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40775 members 
Mstep: Class 19 contains 7287 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7260 members 
Mstep: Class 22 contains 7994 members 
Mstep: Class 23 contains 59500 members 
Mstep: Class 24 contains 2022 members 
Mstep: Class 25 contains 8718 members 
Mstep: Class 26 contains 63800 members 
Mstep: Class 27 contains 1784 members 
Mstep: Class 28 contains 20775 members 
Mstep: Class 29 contains 76480 members 
Mstep: Class 30 contains 4241 members 
Mstep: Class 31 contains 1084 members 
Mstep: Class 32 contains 5420 members 
Mstep: Class 33 contains 16866 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3142 members 
Mstep: Class 37 contains 3851 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 13097 members 
Mstep: Class 40 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463824.000000 Penalty: 89524.148438
Iteration 133Q: 41 clusters Score -8.446382e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63888 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51291 members 
Mstep: Class 4 contains 11186 members 
Mstep: Class 5 contains 10472 members 
Mstep: Class 6 contains 2126 members 
Mstep: Class 7 contains 27208 members 
Mstep: Class 8 contains 1971 members 
Mstep: Class 9 contains 14442 members 
Mstep: Class 10 contains 71988 members 
Mstep: Class 11 contains 24914 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 124910 members 
Mstep: Class 14 contains 115551 members 
Mstep: Class 15 contains 59398 members 
Mstep: Class 16 contains 18496 members 
Mstep: Class 17 contains 1024 members 
Mstep: Class 18 contains 40775 members 
Mstep: Class 19 contains 7287 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7260 members 
Mstep: Class 22 contains 7997 members 
Mstep: Class 23 contains 59496 members 
Mstep: Class 24 contains 2021 members 
Mstep: Class 25 contains 8718 members 
Mstep: Class 26 contains 63798 members 
Mstep: Class 27 contains 1784 members 
Mstep: Class 28 contains 20773 members 
Mstep: Class 29 contains 76479 members 
Mstep: Class 30 contains 4242 members 
Mstep: Class 31 contains 1084 members 
Mstep: Class 32 contains 5423 members 
Mstep: Class 33 contains 16871 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3142 members 
Mstep: Class 37 contains 3853 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 13100 members 
Mstep: Class 40 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463808.000000 Penalty: 89524.148438
Iteration 134Q: 41 clusters Score -8.446381e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63885 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 51291 members 
Mstep: Class 4 contains 11188 members 
Mstep: Class 5 contains 10471 members 
Mstep: Class 6 contains 2126 members 
Mstep: Class 7 contains 27224 members 
Mstep: Class 8 contains 1972 members 
Mstep: Class 9 contains 14444 members 
Mstep: Class 10 contains 71993 members 
Mstep: Class 11 contains 24917 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 124905 members 
Mstep: Class 14 contains 115540 members 
Mstep: Class 15 contains 59394 members 
Mstep: Class 16 contains 18496 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40774 members 
Mstep: Class 19 contains 7287 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7258 members 
Mstep: Class 22 contains 7999 members 
Mstep: Class 23 contains 59493 members 
Mstep: Class 24 contains 2022 members 
Mstep: Class 25 contains 8719 members 
Mstep: Class 26 contains 63795 members 
Mstep: Class 27 contains 1784 members 
Mstep: Class 28 contains 20770 members 
Mstep: Class 29 contains 76480 members 
Mstep: Class 30 contains 4242 members 
Mstep: Class 31 contains 1084 members 
Mstep: Class 32 contains 5425 members 
Mstep: Class 33 contains 16873 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3142 members 
Mstep: Class 37 contains 3850 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13100 members 
Mstep: Class 40 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463792.000000 Penalty: 89524.148438
Iteration 135Q: 41 clusters Score -8.446379e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63882 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 51291 members 
Mstep: Class 4 contains 11186 members 
Mstep: Class 5 contains 10468 members 
Mstep: Class 6 contains 2126 members 
Mstep: Class 7 contains 27242 members 
Mstep: Class 8 contains 1973 members 
Mstep: Class 9 contains 14444 members 
Mstep: Class 10 contains 71995 members 
Mstep: Class 11 contains 24920 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 124904 members 
Mstep: Class 14 contains 115534 members 
Mstep: Class 15 contains 59390 members 
Mstep: Class 16 contains 18496 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40774 members 
Mstep: Class 19 contains 7287 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7257 members 
Mstep: Class 22 contains 8001 members 
Mstep: Class 23 contains 59492 members 
Mstep: Class 24 contains 2022 members 
Mstep: Class 25 contains 8718 members 
Mstep: Class 26 contains 63796 members 
Mstep: Class 27 contains 1784 members 
Mstep: Class 28 contains 20766 members 
Mstep: Class 29 contains 76477 members 
Mstep: Class 30 contains 4242 members 
Mstep: Class 31 contains 1084 members 
Mstep: Class 32 contains 5426 members 
Mstep: Class 33 contains 16872 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3142 members 
Mstep: Class 37 contains 3850 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13102 members 
Mstep: Class 40 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463824.000000 Penalty: 89524.148438
Iteration 136Q: 41 clusters Score -8.446382e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63880 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 51291 members 
Mstep: Class 4 contains 11184 members 
Mstep: Class 5 contains 10466 members 
Mstep: Class 6 contains 2126 members 
Mstep: Class 7 contains 27252 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14445 members 
Mstep: Class 10 contains 72000 members 
Mstep: Class 11 contains 24921 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 124901 members 
Mstep: Class 14 contains 115525 members 
Mstep: Class 15 contains 59387 members 
Mstep: Class 16 contains 18496 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40774 members 
Mstep: Class 19 contains 7288 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7257 members 
Mstep: Class 22 contains 8001 members 
Mstep: Class 23 contains 59491 members 
Mstep: Class 24 contains 2022 members 
Mstep: Class 25 contains 8719 members 
Mstep: Class 26 contains 63794 members 
Mstep: Class 27 contains 1784 members 
Mstep: Class 28 contains 20766 members 
Mstep: Class 29 contains 76477 members 
Mstep: Class 30 contains 4242 members 
Mstep: Class 31 contains 1084 members 
Mstep: Class 32 contains 5427 members 
Mstep: Class 33 contains 16873 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3142 members 
Mstep: Class 37 contains 3850 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13104 members 
Mstep: Class 40 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463832.000000 Penalty: 89524.148438
Iteration 137Q: 41 clusters Score -8.446383e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63880 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 51291 members 
Mstep: Class 4 contains 11184 members 
Mstep: Class 5 contains 10467 members 
Mstep: Class 6 contains 2126 members 
Mstep: Class 7 contains 27255 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14445 members 
Mstep: Class 10 contains 72000 members 
Mstep: Class 11 contains 24921 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 124900 members 
Mstep: Class 14 contains 115522 members 
Mstep: Class 15 contains 59387 members 
Mstep: Class 16 contains 18496 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40773 members 
Mstep: Class 19 contains 7288 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7256 members 
Mstep: Class 22 contains 8001 members 
Mstep: Class 23 contains 59488 members 
Mstep: Class 24 contains 2022 members 
Mstep: Class 25 contains 8721 members 
Mstep: Class 26 contains 63792 members 
Mstep: Class 27 contains 1784 members 
Mstep: Class 28 contains 20763 members 
Mstep: Class 29 contains 76480 members 
Mstep: Class 30 contains 4242 members 
Mstep: Class 31 contains 1084 members 
Mstep: Class 32 contains 5429 members 
Mstep: Class 33 contains 16876 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3142 members 
Mstep: Class 37 contains 3849 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13105 members 
Mstep: Class 40 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463824.000000 Penalty: 89524.148438
Iteration 138Q: 41 clusters Score -8.446382e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63879 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 51291 members 
Mstep: Class 4 contains 11184 members 
Mstep: Class 5 contains 10468 members 
Mstep: Class 6 contains 2126 members 
Mstep: Class 7 contains 27259 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14445 members 
Mstep: Class 10 contains 71999 members 
Mstep: Class 11 contains 24917 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 124900 members 
Mstep: Class 14 contains 115520 members 
Mstep: Class 15 contains 59387 members 
Mstep: Class 16 contains 18496 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40774 members 
Mstep: Class 19 contains 7288 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7254 members 
Mstep: Class 22 contains 8001 members 
Mstep: Class 23 contains 59486 members 
Mstep: Class 24 contains 2022 members 
Mstep: Class 25 contains 8723 members 
Mstep: Class 26 contains 63790 members 
Mstep: Class 27 contains 1783 members 
Mstep: Class 28 contains 20758 members 
Mstep: Class 29 contains 76483 members 
Mstep: Class 30 contains 4242 members 
Mstep: Class 31 contains 1084 members 
Mstep: Class 32 contains 5431 members 
Mstep: Class 33 contains 16878 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3142 members 
Mstep: Class 37 contains 3852 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13107 members 
Mstep: Class 40 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463784.000000 Penalty: 89524.148438
Iteration 139Q: 41 clusters Score -8.446378e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63880 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 51291 members 
Mstep: Class 4 contains 11183 members 
Mstep: Class 5 contains 10469 members 
Mstep: Class 6 contains 2126 members 
Mstep: Class 7 contains 27265 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14446 members 
Mstep: Class 10 contains 71999 members 
Mstep: Class 11 contains 24919 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 124898 members 
Mstep: Class 14 contains 115517 members 
Mstep: Class 15 contains 59387 members 
Mstep: Class 16 contains 18496 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40774 members 
Mstep: Class 19 contains 7288 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7253 members 
Mstep: Class 22 contains 8001 members 
Mstep: Class 23 contains 59484 members 
Mstep: Class 24 contains 2022 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63788 members 
Mstep: Class 27 contains 1783 members 
Mstep: Class 28 contains 20751 members 
Mstep: Class 29 contains 76487 members 
Mstep: Class 30 contains 4243 members 
Mstep: Class 31 contains 1084 members 
Mstep: Class 32 contains 5433 members 
Mstep: Class 33 contains 16878 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3142 members 
Mstep: Class 37 contains 3854 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13108 members 
Mstep: Class 40 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463952.000000 Penalty: 89524.148438
Iteration 140F: 41 clusters Score -8.446395e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63880 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 51291 members 
Mstep: Class 4 contains 11182 members 
Mstep: Class 5 contains 10468 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 27267 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14446 members 
Mstep: Class 10 contains 71998 members 
Mstep: Class 11 contains 24929 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 124898 members 
Mstep: Class 14 contains 115516 members 
Mstep: Class 15 contains 59384 members 
Mstep: Class 16 contains 18496 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40773 members 
Mstep: Class 19 contains 7288 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7252 members 
Mstep: Class 22 contains 8003 members 
Mstep: Class 23 contains 59483 members 
Mstep: Class 24 contains 2022 members 
Mstep: Class 25 contains 8715 members 
Mstep: Class 26 contains 63787 members 
Mstep: Class 27 contains 1783 members 
Mstep: Class 28 contains 20750 members 
Mstep: Class 29 contains 76487 members 
Mstep: Class 30 contains 4242 members 
Mstep: Class 31 contains 1080 members 
Mstep: Class 32 contains 5436 members 
Mstep: Class 33 contains 16879 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3136 members 
Mstep: Class 37 contains 3853 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13108 members 
Mstep: Class 40 contains 1311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463888.000000 Penalty: 89524.148438
Iteration 141Q: 41 clusters Score -8.446389e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63879 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 51291 members 
Mstep: Class 4 contains 11181 members 
Mstep: Class 5 contains 10465 members 
Mstep: Class 6 contains 2121 members 
Mstep: Class 7 contains 27270 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14447 members 
Mstep: Class 10 contains 72001 members 
Mstep: Class 11 contains 24936 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 124898 members 
Mstep: Class 14 contains 115510 members 
Mstep: Class 15 contains 59383 members 
Mstep: Class 16 contains 18496 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40773 members 
Mstep: Class 19 contains 7288 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7252 members 
Mstep: Class 22 contains 8004 members 
Mstep: Class 23 contains 59481 members 
Mstep: Class 24 contains 2023 members 
Mstep: Class 25 contains 8711 members 
Mstep: Class 26 contains 63784 members 
Mstep: Class 27 contains 1783 members 
Mstep: Class 28 contains 20746 members 
Mstep: Class 29 contains 76491 members 
Mstep: Class 30 contains 4240 members 
Mstep: Class 31 contains 1080 members 
Mstep: Class 32 contains 5438 members 
Mstep: Class 33 contains 16881 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3134 members 
Mstep: Class 37 contains 3854 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13108 members 
Mstep: Class 40 contains 1313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463904.000000 Penalty: 89524.148438
Iteration 142Q: 41 clusters Score -8.44639e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63877 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 51291 members 
Mstep: Class 4 contains 11181 members 
Mstep: Class 5 contains 10461 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 27272 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14447 members 
Mstep: Class 10 contains 72003 members 
Mstep: Class 11 contains 24942 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 124899 members 
Mstep: Class 14 contains 115503 members 
Mstep: Class 15 contains 59382 members 
Mstep: Class 16 contains 18496 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40772 members 
Mstep: Class 19 contains 7288 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7252 members 
Mstep: Class 22 contains 8005 members 
Mstep: Class 23 contains 59480 members 
Mstep: Class 24 contains 2026 members 
Mstep: Class 25 contains 8711 members 
Mstep: Class 26 contains 63782 members 
Mstep: Class 27 contains 1783 members 
Mstep: Class 28 contains 20740 members 
Mstep: Class 29 contains 76497 members 
Mstep: Class 30 contains 4240 members 
Mstep: Class 31 contains 1080 members 
Mstep: Class 32 contains 5438 members 
Mstep: Class 33 contains 16882 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3136 members 
Mstep: Class 37 contains 3857 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13108 members 
Mstep: Class 40 contains 1313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463896.000000 Penalty: 89524.148438
Iteration 143Q: 41 clusters Score -8.44639e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63875 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 51291 members 
Mstep: Class 4 contains 11181 members 
Mstep: Class 5 contains 10461 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 27274 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14448 members 
Mstep: Class 10 contains 72003 members 
Mstep: Class 11 contains 24946 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 124898 members 
Mstep: Class 14 contains 115498 members 
Mstep: Class 15 contains 59380 members 
Mstep: Class 16 contains 18496 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40773 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7253 members 
Mstep: Class 22 contains 8005 members 
Mstep: Class 23 contains 59480 members 
Mstep: Class 24 contains 2029 members 
Mstep: Class 25 contains 8711 members 
Mstep: Class 26 contains 63781 members 
Mstep: Class 27 contains 1783 members 
Mstep: Class 28 contains 20733 members 
Mstep: Class 29 contains 76505 members 
Mstep: Class 30 contains 4239 members 
Mstep: Class 31 contains 1080 members 
Mstep: Class 32 contains 5438 members 
Mstep: Class 33 contains 16880 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3137 members 
Mstep: Class 37 contains 3859 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13109 members 
Mstep: Class 40 contains 1313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463920.000000 Penalty: 89524.148438
Iteration 144Q: 41 clusters Score -8.446392e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63876 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51291 members 
Mstep: Class 4 contains 11178 members 
Mstep: Class 5 contains 10461 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 27275 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14449 members 
Mstep: Class 10 contains 72005 members 
Mstep: Class 11 contains 24943 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 124896 members 
Mstep: Class 14 contains 115495 members 
Mstep: Class 15 contains 59379 members 
Mstep: Class 16 contains 18496 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40773 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7253 members 
Mstep: Class 22 contains 8006 members 
Mstep: Class 23 contains 59479 members 
Mstep: Class 24 contains 2030 members 
Mstep: Class 25 contains 8712 members 
Mstep: Class 26 contains 63780 members 
Mstep: Class 27 contains 1783 members 
Mstep: Class 28 contains 20730 members 
Mstep: Class 29 contains 76508 members 
Mstep: Class 30 contains 4239 members 
Mstep: Class 31 contains 1080 members 
Mstep: Class 32 contains 5440 members 
Mstep: Class 33 contains 16881 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3137 members 
Mstep: Class 37 contains 3859 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13110 members 
Mstep: Class 40 contains 1313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463880.000000 Penalty: 89524.148438
Iteration 145Q: 41 clusters Score -8.446388e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63877 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51291 members 
Mstep: Class 4 contains 11178 members 
Mstep: Class 5 contains 10460 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 27283 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14449 members 
Mstep: Class 10 contains 72007 members 
Mstep: Class 11 contains 24944 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 124894 members 
Mstep: Class 14 contains 115488 members 
Mstep: Class 15 contains 59378 members 
Mstep: Class 16 contains 18496 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40770 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7253 members 
Mstep: Class 22 contains 8006 members 
Mstep: Class 23 contains 59477 members 
Mstep: Class 24 contains 2031 members 
Mstep: Class 25 contains 8715 members 
Mstep: Class 26 contains 63780 members 
Mstep: Class 27 contains 1782 members 
Mstep: Class 28 contains 20729 members 
Mstep: Class 29 contains 76508 members 
Mstep: Class 30 contains 4240 members 
Mstep: Class 31 contains 1080 members 
Mstep: Class 32 contains 5440 members 
Mstep: Class 33 contains 16881 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3137 members 
Mstep: Class 37 contains 3860 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13110 members 
Mstep: Class 40 contains 1313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463864.000000 Penalty: 89524.148438
Iteration 146Q: 41 clusters Score -8.446386e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63877 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51291 members 
Mstep: Class 4 contains 11179 members 
Mstep: Class 5 contains 10460 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 7 contains 27290 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14449 members 
Mstep: Class 10 contains 72009 members 
Mstep: Class 11 contains 24940 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 124893 members 
Mstep: Class 14 contains 115482 members 
Mstep: Class 15 contains 59378 members 
Mstep: Class 16 contains 18496 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40770 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7253 members 
Mstep: Class 22 contains 8005 members 
Mstep: Class 23 contains 59477 members 
Mstep: Class 24 contains 2032 members 
Mstep: Class 25 contains 8719 members 
Mstep: Class 26 contains 63783 members 
Mstep: Class 27 contains 1781 members 
Mstep: Class 28 contains 20726 members 
Mstep: Class 29 contains 76508 members 
Mstep: Class 30 contains 4240 members 
Mstep: Class 31 contains 1080 members 
Mstep: Class 32 contains 5440 members 
Mstep: Class 33 contains 16880 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3137 members 
Mstep: Class 37 contains 3861 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13110 members 
Mstep: Class 40 contains 1313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463888.000000 Penalty: 89524.148438
Iteration 147Q: 41 clusters Score -8.446389e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63878 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51291 members 
Mstep: Class 4 contains 11179 members 
Mstep: Class 5 contains 10459 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 7 contains 27297 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14451 members 
Mstep: Class 10 contains 72010 members 
Mstep: Class 11 contains 24938 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 124891 members 
Mstep: Class 14 contains 115474 members 
Mstep: Class 15 contains 59378 members 
Mstep: Class 16 contains 18496 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40769 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7253 members 
Mstep: Class 22 contains 8005 members 
Mstep: Class 23 contains 59477 members 
Mstep: Class 24 contains 2033 members 
Mstep: Class 25 contains 8722 members 
Mstep: Class 26 contains 63784 members 
Mstep: Class 27 contains 1781 members 
Mstep: Class 28 contains 20724 members 
Mstep: Class 29 contains 76510 members 
Mstep: Class 30 contains 4240 members 
Mstep: Class 31 contains 1080 members 
Mstep: Class 32 contains 5441 members 
Mstep: Class 33 contains 16879 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3137 members 
Mstep: Class 37 contains 3859 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13110 members 
Mstep: Class 40 contains 1313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463960.000000 Penalty: 89524.148438
Iteration 148Q: 41 clusters Score -8.446396e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63877 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51291 members 
Mstep: Class 4 contains 11179 members 
Mstep: Class 5 contains 10457 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 7 contains 27306 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14454 members 
Mstep: Class 10 contains 72013 members 
Mstep: Class 11 contains 24939 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 124889 members 
Mstep: Class 14 contains 115465 members 
Mstep: Class 15 contains 59377 members 
Mstep: Class 16 contains 18496 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40768 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7253 members 
Mstep: Class 22 contains 8005 members 
Mstep: Class 23 contains 59477 members 
Mstep: Class 24 contains 2034 members 
Mstep: Class 25 contains 8722 members 
Mstep: Class 26 contains 63785 members 
Mstep: Class 27 contains 1781 members 
Mstep: Class 28 contains 20722 members 
Mstep: Class 29 contains 76511 members 
Mstep: Class 30 contains 4240 members 
Mstep: Class 31 contains 1080 members 
Mstep: Class 32 contains 5441 members 
Mstep: Class 33 contains 16880 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3137 members 
Mstep: Class 37 contains 3857 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13110 members 
Mstep: Class 40 contains 1313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463936.000000 Penalty: 89524.148438
Iteration 149Q: 41 clusters Score -8.446394e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63877 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51291 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10455 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 7 contains 27315 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14454 members 
Mstep: Class 10 contains 72013 members 
Mstep: Class 11 contains 24941 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 124887 members 
Mstep: Class 14 contains 115456 members 
Mstep: Class 15 contains 59378 members 
Mstep: Class 16 contains 18496 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40768 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7254 members 
Mstep: Class 22 contains 8005 members 
Mstep: Class 23 contains 59477 members 
Mstep: Class 24 contains 2037 members 
Mstep: Class 25 contains 8723 members 
Mstep: Class 26 contains 63785 members 
Mstep: Class 27 contains 1782 members 
Mstep: Class 28 contains 20719 members 
Mstep: Class 29 contains 76513 members 
Mstep: Class 30 contains 4240 members 
Mstep: Class 31 contains 1080 members 
Mstep: Class 32 contains 5441 members 
Mstep: Class 33 contains 16880 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3137 members 
Mstep: Class 37 contains 3852 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13110 members 
Mstep: Class 40 contains 1313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463936.000000 Penalty: 89524.148438
Iteration 150Q: 41 clusters Score -8.446394e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63876 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51291 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10454 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 7 contains 27326 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14455 members 
Mstep: Class 10 contains 72014 members 
Mstep: Class 11 contains 24941 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 124884 members 
Mstep: Class 14 contains 115447 members 
Mstep: Class 15 contains 59377 members 
Mstep: Class 16 contains 18496 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40766 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 8004 members 
Mstep: Class 23 contains 59477 members 
Mstep: Class 24 contains 2042 members 
Mstep: Class 25 contains 8727 members 
Mstep: Class 26 contains 63787 members 
Mstep: Class 27 contains 1782 members 
Mstep: Class 28 contains 20713 members 
Mstep: Class 29 contains 76516 members 
Mstep: Class 30 contains 4240 members 
Mstep: Class 31 contains 1080 members 
Mstep: Class 32 contains 5440 members 
Mstep: Class 33 contains 16880 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3137 members 
Mstep: Class 37 contains 3849 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13110 members 
Mstep: Class 40 contains 1313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463936.000000 Penalty: 89524.148438
Iteration 151Q: 41 clusters Score -8.446394e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63876 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51291 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10453 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 7 contains 27332 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14456 members 
Mstep: Class 10 contains 72012 members 
Mstep: Class 11 contains 24942 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 124883 members 
Mstep: Class 14 contains 115441 members 
Mstep: Class 15 contains 59376 members 
Mstep: Class 16 contains 18496 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40766 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 8003 members 
Mstep: Class 23 contains 59477 members 
Mstep: Class 24 contains 2047 members 
Mstep: Class 25 contains 8726 members 
Mstep: Class 26 contains 63790 members 
Mstep: Class 27 contains 1782 members 
Mstep: Class 28 contains 20714 members 
Mstep: Class 29 contains 76516 members 
Mstep: Class 30 contains 4240 members 
Mstep: Class 31 contains 1080 members 
Mstep: Class 32 contains 5438 members 
Mstep: Class 33 contains 16880 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3137 members 
Mstep: Class 37 contains 3847 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13110 members 
Mstep: Class 40 contains 1313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463984.000000 Penalty: 89524.148438
Iteration 152Q: 41 clusters Score -8.446398e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63877 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51291 members 
Mstep: Class 4 contains 11179 members 
Mstep: Class 5 contains 10454 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 7 contains 27341 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14457 members 
Mstep: Class 10 contains 72012 members 
Mstep: Class 11 contains 24944 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 124882 members 
Mstep: Class 14 contains 115433 members 
Mstep: Class 15 contains 59374 members 
Mstep: Class 16 contains 18496 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40764 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7254 members 
Mstep: Class 22 contains 8002 members 
Mstep: Class 23 contains 59477 members 
Mstep: Class 24 contains 2051 members 
Mstep: Class 25 contains 8727 members 
Mstep: Class 26 contains 63791 members 
Mstep: Class 27 contains 1782 members 
Mstep: Class 28 contains 20712 members 
Mstep: Class 29 contains 76516 members 
Mstep: Class 30 contains 4240 members 
Mstep: Class 31 contains 1080 members 
Mstep: Class 32 contains 5436 members 
Mstep: Class 33 contains 16881 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3137 members 
Mstep: Class 37 contains 3845 members 
Mstep: Class 38 contains 1036 members 
Mstep: Class 39 contains 13110 members 
Mstep: Class 40 contains 1313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463936.000000 Penalty: 89524.148438
Iteration 153Q: 41 clusters Score -8.446394e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63878 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51291 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10457 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 7 contains 27350 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14458 members 
Mstep: Class 10 contains 72013 members 
Mstep: Class 11 contains 24942 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 124880 members 
Mstep: Class 14 contains 115427 members 
Mstep: Class 15 contains 59374 members 
Mstep: Class 16 contains 18496 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40764 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7253 members 
Mstep: Class 22 contains 8002 members 
Mstep: Class 23 contains 59477 members 
Mstep: Class 24 contains 2054 members 
Mstep: Class 25 contains 8724 members 
Mstep: Class 26 contains 63790 members 
Mstep: Class 27 contains 1782 members 
Mstep: Class 28 contains 20708 members 
Mstep: Class 29 contains 76517 members 
Mstep: Class 30 contains 4240 members 
Mstep: Class 31 contains 1080 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16881 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3137 members 
Mstep: Class 37 contains 3846 members 
Mstep: Class 38 contains 1036 members 
Mstep: Class 39 contains 13110 members 
Mstep: Class 40 contains 1313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464000.000000 Penalty: 89524.148438
Iteration 154Q: 41 clusters Score -8.4464e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63880 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51291 members 
Mstep: Class 4 contains 11178 members 
Mstep: Class 5 contains 10457 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 7 contains 27362 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14460 members 
Mstep: Class 10 contains 72015 members 
Mstep: Class 11 contains 24938 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 124877 members 
Mstep: Class 14 contains 115422 members 
Mstep: Class 15 contains 59374 members 
Mstep: Class 16 contains 18496 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40763 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7254 members 
Mstep: Class 22 contains 8002 members 
Mstep: Class 23 contains 59475 members 
Mstep: Class 24 contains 2059 members 
Mstep: Class 25 contains 8725 members 
Mstep: Class 26 contains 63790 members 
Mstep: Class 27 contains 1782 members 
Mstep: Class 28 contains 20701 members 
Mstep: Class 29 contains 76517 members 
Mstep: Class 30 contains 4240 members 
Mstep: Class 31 contains 1080 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16883 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3137 members 
Mstep: Class 37 contains 3843 members 
Mstep: Class 38 contains 1036 members 
Mstep: Class 39 contains 13110 members 
Mstep: Class 40 contains 1313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463976.000000 Penalty: 89524.148438
Iteration 155Q: 41 clusters Score -8.446398e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63874 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51291 members 
Mstep: Class 4 contains 11178 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 7 contains 27368 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14462 members 
Mstep: Class 10 contains 72017 members 
Mstep: Class 11 contains 24940 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 124877 members 
Mstep: Class 14 contains 115416 members 
Mstep: Class 15 contains 59372 members 
Mstep: Class 16 contains 18496 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40763 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7254 members 
Mstep: Class 22 contains 8002 members 
Mstep: Class 23 contains 59474 members 
Mstep: Class 24 contains 2062 members 
Mstep: Class 25 contains 8724 members 
Mstep: Class 26 contains 63792 members 
Mstep: Class 27 contains 1782 members 
Mstep: Class 28 contains 20698 members 
Mstep: Class 29 contains 76521 members 
Mstep: Class 30 contains 4240 members 
Mstep: Class 31 contains 1080 members 
Mstep: Class 32 contains 5435 members 
Mstep: Class 33 contains 16884 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3137 members 
Mstep: Class 37 contains 3840 members 
Mstep: Class 38 contains 1036 members 
Mstep: Class 39 contains 13110 members 
Mstep: Class 40 contains 1313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463984.000000 Penalty: 89524.148438
Iteration 156Q: 41 clusters Score -8.446398e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63872 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51291 members 
Mstep: Class 4 contains 11179 members 
Mstep: Class 5 contains 10455 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 7 contains 27373 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14465 members 
Mstep: Class 10 contains 72019 members 
Mstep: Class 11 contains 24943 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 124878 members 
Mstep: Class 14 contains 115413 members 
Mstep: Class 15 contains 59369 members 
Mstep: Class 16 contains 18496 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40763 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 8003 members 
Mstep: Class 23 contains 59474 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8722 members 
Mstep: Class 26 contains 63792 members 
Mstep: Class 27 contains 1782 members 
Mstep: Class 28 contains 20691 members 
Mstep: Class 29 contains 76523 members 
Mstep: Class 30 contains 4240 members 
Mstep: Class 31 contains 1080 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16883 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3137 members 
Mstep: Class 37 contains 3836 members 
Mstep: Class 38 contains 1036 members 
Mstep: Class 39 contains 13110 members 
Mstep: Class 40 contains 1313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463984.000000 Penalty: 89524.148438
Iteration 157Q: 41 clusters Score -8.446398e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63872 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51291 members 
Mstep: Class 4 contains 11179 members 
Mstep: Class 5 contains 10455 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 7 contains 27379 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14468 members 
Mstep: Class 10 contains 72022 members 
Mstep: Class 11 contains 24945 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 124878 members 
Mstep: Class 14 contains 115407 members 
Mstep: Class 15 contains 59366 members 
Mstep: Class 16 contains 18497 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40763 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 8003 members 
Mstep: Class 23 contains 59474 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8722 members 
Mstep: Class 26 contains 63791 members 
Mstep: Class 27 contains 1782 members 
Mstep: Class 28 contains 20687 members 
Mstep: Class 29 contains 76524 members 
Mstep: Class 30 contains 4240 members 
Mstep: Class 31 contains 1080 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16882 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3137 members 
Mstep: Class 37 contains 3835 members 
Mstep: Class 38 contains 1036 members 
Mstep: Class 39 contains 13110 members 
Mstep: Class 40 contains 1313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463912.000000 Penalty: 89524.148438
Iteration 158Q: 41 clusters Score -8.446391e+07 nChanged 34
Entering ConstructFrom: 
Score: -84463912.000000 Penalty: 89524.148438
Entering ConstructFrom: 
Trying to split cluster 1 (63869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63869 members 
Entering Unmasked Estep 
Score: -5867940.500000 Penalty: 1797.995850
	Iteration 0F: 2 clusters Score -5867940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -5825165.000000 Penalty: 3595.991699
	Iteration 0F: 3 clusters Score -5825165 nChanged 30236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -5842973.500000 Penalty: 3595.991699
	Iteration 1F: 3 clusters Score -5842974 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -5843834.000000 Penalty: 3595.991699
	Iteration 2Q: 3 clusters Score -5843834 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -5844812.500000 Penalty: 3595.991699
	Iteration 3Q: 3 clusters Score -5844812 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -5845933.500000 Penalty: 3595.991699
	Iteration 4Q: 3 clusters Score -5845934 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -5847380.000000 Penalty: 3595.991699
	Iteration 5Q: 3 clusters Score -5847380 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -5849305.500000 Penalty: 3595.991699
	Iteration 6F: 3 clusters Score -5849306 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 43006 members 
Entering Unmasked Estep 
Score: -5851833.000000 Penalty: 3595.991699
	Iteration 7F: 3 clusters Score -5851833 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 46031 members 
Entering Unmasked Estep 
Score: -5854502.000000 Penalty: 3595.991699
	Iteration 8F: 3 clusters Score -5854502 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -5856984.000000 Penalty: 3595.991699
	Iteration 9F: 3 clusters Score -5856984 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 51370 members 
Entering Unmasked Estep 
Score: -5858953.000000 Penalty: 3595.991699
	Iteration 10Q: 3 clusters Score -5858953 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 53429 members 
Entering Unmasked Estep 
Score: -5860329.000000 Penalty: 3595.991699
	Iteration 11Q: 3 clusters Score -5860329 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 55136 members 
Entering Unmasked Estep 
Score: -5861342.500000 Penalty: 3595.991699
	Iteration 12Q: 3 clusters Score -5861342 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 56671 members 
Entering Unmasked Estep 
Score: -5862271.000000 Penalty: 3595.991699
	Iteration 13Q: 3 clusters Score -5862271 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 58018 members 
Entering Unmasked Estep 
Score: -5863032.500000 Penalty: 3595.991699
	Iteration 14Q: 3 clusters Score -5863032 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 59268 members 
Entering Unmasked Estep 
Score: -5863822.000000 Penalty: 3595.991699
	Iteration 15Q: 3 clusters Score -5863822 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 60327 members 
Entering Unmasked Estep 
Score: -5864530.000000 Penalty: 3595.991699
	Iteration 16Q: 3 clusters Score -5864530 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 61193 members 
Entering Unmasked Estep 
Score: -5865034.500000 Penalty: 3595.991699
	Iteration 17Q: 3 clusters Score -5865034 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 61858 members 
Entering Unmasked Estep 
Score: -5865447.000000 Penalty: 3595.991699
	Iteration 18Q: 3 clusters Score -5865447 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 62380 members 
Entering Unmasked Estep 
Score: -5865783.500000 Penalty: 3595.991699
	Iteration 19Q: 3 clusters Score -5865784 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 62751 members 
Entering Unmasked Estep 
Score: -5866034.500000 Penalty: 3595.991699
	Iteration 20F: 3 clusters Score -5866034 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 62968 members 
Entering Unmasked Estep 
Score: -5866185.500000 Penalty: 3595.991699
	Iteration 21Q: 3 clusters Score -5866186 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 63104 members 
Entering Unmasked Estep 
Score: -5866255.000000 Penalty: 3595.991699
	Iteration 22Q: 3 clusters Score -5866255 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 63190 members 
Entering Unmasked Estep 
Score: -5866318.000000 Penalty: 3595.991699
	Iteration 23Q: 3 clusters Score -5866318 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 63242 members 
Entering Unmasked Estep 
Score: -5866356.000000 Penalty: 3595.991699
	Iteration 24Q: 3 clusters Score -5866356 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 63280 members 
Entering Unmasked Estep 
Score: -5866380.000000 Penalty: 3595.991699
	Iteration 25Q: 3 clusters Score -5866380 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 63300 members 
Entering Unmasked Estep 
Score: -5866382.000000 Penalty: 3595.991699
	Iteration 26Q: 3 clusters Score -5866382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 63321 members 
Entering Unmasked Estep 
Score: -5866405.500000 Penalty: 3595.991699
	Iteration 27Q: 3 clusters Score -5866406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 63343 members 
Entering Unmasked Estep 
Score: -5866425.500000 Penalty: 3595.991699
	Iteration 28Q: 3 clusters Score -5866426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 63359 members 
Entering Unmasked Estep 
Score: -5866435.000000 Penalty: 3595.991699
	Iteration 29Q: 3 clusters Score -5866435 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 63368 members 
Entering Unmasked Estep 
Score: -5866443.000000 Penalty: 3595.991699
	Iteration 30Q: 3 clusters Score -5866443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 63372 members 
Entering Unmasked Estep 
Score: -5866440.500000 Penalty: 3595.991699
	Iteration 31Q: 3 clusters Score -5866440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 63379 members 
Entering Unmasked Estep 
Score: -5866441.500000 Penalty: 3595.991699
	Iteration 32Q: 3 clusters Score -5866442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 63386 members 
Entering Unmasked Estep 
Score: -5866451.000000 Penalty: 3595.991699
	Iteration 33Q: 3 clusters Score -5866451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 63388 members 
Entering Unmasked Estep 
Score: -5866453.000000 Penalty: 3595.991699
	Iteration 34Q: 3 clusters Score -5866453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 63392 members 
Entering Unmasked Estep 
Score: -5866450.500000 Penalty: 3595.991699
	Iteration 35Q: 3 clusters Score -5866450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 63392 members 
Entering Unmasked Estep 
Score: -5866450.500000 Penalty: 3595.991699
	Iteration 36F: 3 clusters Score -5866450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Entering Unmasked Estep 
Score: -384717.937500 Penalty: 1362.938232
	Iteration 0F: 2 clusters Score -384717.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -381165.437500 Penalty: 2725.876465
	Iteration 0F: 3 clusters Score -381165.4 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -382263.406250 Penalty: 2725.876465
	Iteration 1F: 3 clusters Score -382263.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -382470.343750 Penalty: 2725.876465
	Iteration 2F: 3 clusters Score -382470.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -382593.343750 Penalty: 2725.876465
	Iteration 3F: 3 clusters Score -382593.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -382708.593750 Penalty: 2725.876465
	Iteration 4Q: 3 clusters Score -382708.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -382808.812500 Penalty: 2725.876465
	Iteration 5Q: 3 clusters Score -382808.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -382898.468750 Penalty: 2725.876465
	Iteration 6Q: 3 clusters Score -382898.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -382986.687500 Penalty: 2725.876465
	Iteration 7Q: 3 clusters Score -382986.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -383118.562500 Penalty: 2725.876465
	Iteration 8Q: 3 clusters Score -383118.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -383258.906250 Penalty: 2725.876465
	Iteration 9Q: 3 clusters Score -383258.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -383371.375000 Penalty: 2725.876465
	Iteration 10Q: 3 clusters Score -383371.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -383460.187500 Penalty: 2725.876465
	Iteration 11Q: 3 clusters Score -383460.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -383526.000000 Penalty: 2725.876465
	Iteration 12Q: 3 clusters Score -383526 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -383582.281250 Penalty: 2725.876465
	Iteration 13Q: 3 clusters Score -383582.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -383626.656250 Penalty: 2725.876465
	Iteration 14Q: 3 clusters Score -383626.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -383676.343750 Penalty: 2725.876465
	Iteration 15Q: 3 clusters Score -383676.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -383734.781250 Penalty: 2725.876465
	Iteration 16Q: 3 clusters Score -383734.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -383818.218750 Penalty: 2725.876465
	Iteration 17Q: 3 clusters Score -383818.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -383901.875000 Penalty: 2725.876465
	Iteration 18Q: 3 clusters Score -383901.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -383996.031250 Penalty: 2725.876465
	Iteration 19Q: 3 clusters Score -383996 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -384163.812500 Penalty: 2725.876465
	Iteration 20F: 3 clusters Score -384163.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -384327.031250 Penalty: 2725.876465
	Iteration 21Q: 3 clusters Score -384327 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -384413.812500 Penalty: 2725.876465
	Iteration 22Q: 3 clusters Score -384413.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -384441.968750 Penalty: 2725.876465
	Iteration 23Q: 3 clusters Score -384442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -384451.875000 Penalty: 2725.876465
	Iteration 24Q: 3 clusters Score -384451.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -384459.531250 Penalty: 2725.876465
	Iteration 25Q: 3 clusters Score -384459.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -384469.843750 Penalty: 2725.876465
	Iteration 26Q: 3 clusters Score -384469.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -384476.375000 Penalty: 2725.876465
	Iteration 27Q: 3 clusters Score -384476.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -384486.843750 Penalty: 2725.876465
	Iteration 28Q: 3 clusters Score -384486.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -384502.187500 Penalty: 2725.876465
	Iteration 29Q: 3 clusters Score -384502.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -384518.593750 Penalty: 2725.876465
	Iteration 30Q: 3 clusters Score -384518.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -384551.843750 Penalty: 2725.876465
	Iteration 31Q: 3 clusters Score -384551.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -384618.781250 Penalty: 2725.876465
	Iteration 32Q: 3 clusters Score -384618.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -384671.218750 Penalty: 2725.876465
	Iteration 33Q: 3 clusters Score -384671.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -384730.187500 Penalty: 2725.876465
	Iteration 34Q: 3 clusters Score -384730.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -384765.218750 Penalty: 2725.876465
	Iteration 35Q: 3 clusters Score -384765.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -384784.656250 Penalty: 2725.876465
	Iteration 36Q: 3 clusters Score -384784.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -384795.906250 Penalty: 2725.876465
	Iteration 37Q: 3 clusters Score -384795.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -384801.937500 Penalty: 2725.876465
	Iteration 38Q: 3 clusters Score -384801.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -384803.031250 Penalty: 2725.876465
	Iteration 39Q: 3 clusters Score -384803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -384823.531250 Penalty: 2725.876465
	Iteration 40F: 3 clusters Score -384823.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -384831.500000 Penalty: 2725.876465
	Iteration 41Q: 3 clusters Score -384831.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -384834.843750 Penalty: 2725.876465
	Iteration 42Q: 3 clusters Score -384834.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -384836.406250 Penalty: 2725.876465
	Iteration 43Q: 3 clusters Score -384836.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -384837.218750 Penalty: 2725.876465
	Iteration 44Q: 3 clusters Score -384837.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -384839.031250 Penalty: 2725.876465
	Iteration 45Q: 3 clusters Score -384839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -384839.750000 Penalty: 2725.876465
	Iteration 46Q: 3 clusters Score -384839.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -384840.812500 Penalty: 2725.876465
	Iteration 47Q: 3 clusters Score -384840.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -384840.718750 Penalty: 2725.876465
	Iteration 48Q: 3 clusters Score -384840.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -384840.937500 Penalty: 2725.876465
	Iteration 49Q: 3 clusters Score -384840.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -384840.937500 Penalty: 2725.876465
	Iteration 50F: 3 clusters Score -384840.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 1537 members 
Mstep: Class 3 contains 51290 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10455 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 7 contains 27385 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14471 members 
Mstep: Class 10 contains 72025 members 
Mstep: Class 11 contains 24946 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 124878 members 
Mstep: Class 14 contains 115400 members 
Mstep: Class 15 contains 59365 members 
Mstep: Class 16 contains 18498 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40763 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 8003 members 
Mstep: Class 23 contains 59474 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8722 members 
Mstep: Class 26 contains 63792 members 
Mstep: Class 27 contains 1783 members 
Mstep: Class 28 contains 20684 members 
Mstep: Class 29 contains 76524 members 
Mstep: Class 30 contains 4240 members 
Mstep: Class 31 contains 1080 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16881 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3137 members 
Mstep: Class 37 contains 3834 members 
Mstep: Class 38 contains 1036 members 
Mstep: Class 39 contains 13110 members 
Mstep: Class 40 contains 1313 members 
Mstep: Class 41 contains 2854 members 
Entering Unmasked Estep 
Score: -84463152.000000 Penalty: 91762.257812
Splitting cluster 2 changes total score from -84463912.000000 to -84463152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (51290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51290 members 
Entering Unmasked Estep 
Score: -4597732.000000 Penalty: 1762.353271
	Iteration 0F: 2 clusters Score -4597732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -4563467.000000 Penalty: 3524.706543
	Iteration 0F: 3 clusters Score -4563467 nChanged 24272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -4577124.500000 Penalty: 3524.706543
	Iteration 1F: 3 clusters Score -4577124 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -4577835.000000 Penalty: 3524.706543
	Iteration 2Q: 3 clusters Score -4577835 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -4578739.500000 Penalty: 3524.706543
	Iteration 3Q: 3 clusters Score -4578740 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -4579783.000000 Penalty: 3524.706543
	Iteration 4Q: 3 clusters Score -4579783 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -4580947.000000 Penalty: 3524.706543
	Iteration 5Q: 3 clusters Score -4580947 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -4582263.000000 Penalty: 3524.706543
	Iteration 6F: 3 clusters Score -4582263 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -4583803.000000 Penalty: 3524.706543
	Iteration 7F: 3 clusters Score -4583803 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -4585550.500000 Penalty: 3524.706543
	Iteration 8F: 3 clusters Score -4585550 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -4587422.000000 Penalty: 3524.706543
	Iteration 9F: 3 clusters Score -4587422 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -4589021.000000 Penalty: 3524.706543
	Iteration 10F: 3 clusters Score -4589021 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -4590102.000000 Penalty: 3524.706543
	Iteration 11Q: 3 clusters Score -4590102 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -4590681.500000 Penalty: 3524.706543
	Iteration 12Q: 3 clusters Score -4590682 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -4591044.000000 Penalty: 3524.706543
	Iteration 13Q: 3 clusters Score -4591044 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -4591353.500000 Penalty: 3524.706543
	Iteration 14Q: 3 clusters Score -4591354 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -4591645.500000 Penalty: 3524.706543
	Iteration 15Q: 3 clusters Score -4591646 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -4591911.000000 Penalty: 3524.706543
	Iteration 16Q: 3 clusters Score -4591911 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -4592172.000000 Penalty: 3524.706543
	Iteration 17Q: 3 clusters Score -4592172 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -4592435.000000 Penalty: 3524.706543
	Iteration 18Q: 3 clusters Score -4592435 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -4592702.000000 Penalty: 3524.706543
	Iteration 19Q: 3 clusters Score -4592702 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -4593000.500000 Penalty: 3524.706543
	Iteration 20F: 3 clusters Score -4593000 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -4593290.000000 Penalty: 3524.706543
	Iteration 21Q: 3 clusters Score -4593290 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -4593597.000000 Penalty: 3524.706543
	Iteration 22Q: 3 clusters Score -4593597 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -4593951.500000 Penalty: 3524.706543
	Iteration 23Q: 3 clusters Score -4593952 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -4594241.500000 Penalty: 3524.706543
	Iteration 24Q: 3 clusters Score -4594242 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -4594556.000000 Penalty: 3524.706543
	Iteration 25Q: 3 clusters Score -4594556 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44136 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -4594862.500000 Penalty: 3524.706543
	Iteration 26Q: 3 clusters Score -4594862 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -4595180.500000 Penalty: 3524.706543
	Iteration 27Q: 3 clusters Score -4595180 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -4595547.000000 Penalty: 3524.706543
	Iteration 28Q: 3 clusters Score -4595547 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -4595886.500000 Penalty: 3524.706543
	Iteration 29Q: 3 clusters Score -4595886 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -4596161.500000 Penalty: 3524.706543
	Iteration 30Q: 3 clusters Score -4596162 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -4596485.500000 Penalty: 3524.706543
	Iteration 31Q: 3 clusters Score -4596486 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47648 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -4596756.000000 Penalty: 3524.706543
	Iteration 32Q: 3 clusters Score -4596756 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48004 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -4597020.500000 Penalty: 3524.706543
	Iteration 33Q: 3 clusters Score -4597020 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -4597188.000000 Penalty: 3524.706543
	Iteration 34Q: 3 clusters Score -4597188 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -4597296.000000 Penalty: 3524.706543
	Iteration 35Q: 3 clusters Score -4597296 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48611 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -4597359.500000 Penalty: 3524.706543
	Iteration 36Q: 3 clusters Score -4597360 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48719 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -4597391.500000 Penalty: 3524.706543
	Iteration 37Q: 3 clusters Score -4597392 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48799 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -4597428.000000 Penalty: 3524.706543
	Iteration 38Q: 3 clusters Score -4597428 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48859 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -4597448.500000 Penalty: 3524.706543
	Iteration 39Q: 3 clusters Score -4597448 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48894 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -4597457.500000 Penalty: 3524.706543
	Iteration 40F: 3 clusters Score -4597458 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48927 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -4597456.000000 Penalty: 3524.706543
	Iteration 41Q: 3 clusters Score -4597456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48951 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -4597474.000000 Penalty: 3524.706543
	Iteration 42Q: 3 clusters Score -4597474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48965 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -4597469.000000 Penalty: 3524.706543
	Iteration 43Q: 3 clusters Score -4597469 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48982 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -4597470.000000 Penalty: 3524.706543
	Iteration 44Q: 3 clusters Score -4597470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -4597469.500000 Penalty: 3524.706543
	Iteration 45Q: 3 clusters Score -4597470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49005 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -4597471.000000 Penalty: 3524.706543
	Iteration 46Q: 3 clusters Score -4597471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -4597472.000000 Penalty: 3524.706543
	Iteration 47Q: 3 clusters Score -4597472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49011 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -4597466.500000 Penalty: 3524.706543
	Iteration 48Q: 3 clusters Score -4597466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -4597465.000000 Penalty: 3524.706543
	Iteration 49Q: 3 clusters Score -4597465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49017 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -4597472.000000 Penalty: 3524.706543
	Iteration 50Q: 3 clusters Score -4597472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -4597470.500000 Penalty: 3524.706543
	Iteration 51Q: 3 clusters Score -4597470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -4597474.000000 Penalty: 3524.706543
	Iteration 52Q: 3 clusters Score -4597474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49026 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -4597478.500000 Penalty: 3524.706543
	Iteration 53Q: 3 clusters Score -4597478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49027 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -4597478.500000 Penalty: 3524.706543
	Iteration 54Q: 3 clusters Score -4597478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49027 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -4597478.500000 Penalty: 3524.706543
	Iteration 55F: 3 clusters Score -4597478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -990993.375000 Penalty: 1514.805664
	Iteration 0F: 2 clusters Score -990993.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -983175.812500 Penalty: 3029.611328
	Iteration 0F: 3 clusters Score -983175.8 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -985932.437500 Penalty: 3029.611328
	Iteration 1F: 3 clusters Score -985932.4 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -986426.875000 Penalty: 3029.611328
	Iteration 2F: 3 clusters Score -986426.9 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -986841.750000 Penalty: 3029.611328
	Iteration 3F: 3 clusters Score -986841.8 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -987196.562500 Penalty: 3029.611328
	Iteration 4F: 3 clusters Score -987196.6 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -987504.250000 Penalty: 3029.611328
	Iteration 5F: 3 clusters Score -987504.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -987762.125000 Penalty: 3029.611328
	Iteration 6Q: 3 clusters Score -987762.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -988026.625000 Penalty: 3029.611328
	Iteration 7Q: 3 clusters Score -988026.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -988303.875000 Penalty: 3029.611328
	Iteration 8Q: 3 clusters Score -988303.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -988582.187500 Penalty: 3029.611328
	Iteration 9Q: 3 clusters Score -988582.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -988834.750000 Penalty: 3029.611328
	Iteration 10Q: 3 clusters Score -988834.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -989060.750000 Penalty: 3029.611328
	Iteration 11Q: 3 clusters Score -989060.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -989220.312500 Penalty: 3029.611328
	Iteration 12Q: 3 clusters Score -989220.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -989369.250000 Penalty: 3029.611328
	Iteration 13Q: 3 clusters Score -989369.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -989483.500000 Penalty: 3029.611328
	Iteration 14Q: 3 clusters Score -989483.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -989566.687500 Penalty: 3029.611328
	Iteration 15Q: 3 clusters Score -989566.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -989622.375000 Penalty: 3029.611328
	Iteration 16Q: 3 clusters Score -989622.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -989665.250000 Penalty: 3029.611328
	Iteration 17Q: 3 clusters Score -989665.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -989700.937500 Penalty: 3029.611328
	Iteration 18Q: 3 clusters Score -989700.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -989717.875000 Penalty: 3029.611328
	Iteration 19Q: 3 clusters Score -989717.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -989739.500000 Penalty: 3029.611328
	Iteration 20F: 3 clusters Score -989739.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -989759.125000 Penalty: 3029.611328
	Iteration 21Q: 3 clusters Score -989759.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -989780.875000 Penalty: 3029.611328
	Iteration 22Q: 3 clusters Score -989780.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -989794.937500 Penalty: 3029.611328
	Iteration 23Q: 3 clusters Score -989794.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -989804.375000 Penalty: 3029.611328
	Iteration 24Q: 3 clusters Score -989804.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -989814.625000 Penalty: 3029.611328
	Iteration 25Q: 3 clusters Score -989814.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -989824.125000 Penalty: 3029.611328
	Iteration 26Q: 3 clusters Score -989824.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -989829.250000 Penalty: 3029.611328
	Iteration 27Q: 3 clusters Score -989829.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -989834.187500 Penalty: 3029.611328
	Iteration 28Q: 3 clusters Score -989834.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -989837.875000 Penalty: 3029.611328
	Iteration 29Q: 3 clusters Score -989837.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -989841.125000 Penalty: 3029.611328
	Iteration 30Q: 3 clusters Score -989841.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -989844.312500 Penalty: 3029.611328
	Iteration 31Q: 3 clusters Score -989844.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -989845.562500 Penalty: 3029.611328
	Iteration 32Q: 3 clusters Score -989845.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -989847.875000 Penalty: 3029.611328
	Iteration 33Q: 3 clusters Score -989847.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -989849.062500 Penalty: 3029.611328
	Iteration 34Q: 3 clusters Score -989849.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -989849.125000 Penalty: 3029.611328
	Iteration 35Q: 3 clusters Score -989849.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -989849.125000 Penalty: 3029.611328
	Iteration 36F: 3 clusters Score -989849.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Entering Unmasked Estep 
Score: -971674.687500 Penalty: 1503.910767
	Iteration 0F: 2 clusters Score -971674.7 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 5175 members 
Entering Unmasked Estep 
Score: -964176.875000 Penalty: 3007.821533
	Iteration 0F: 3 clusters Score -964176.9 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -966539.562500 Penalty: 3007.821533
	Iteration 1F: 3 clusters Score -966539.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -966744.000000 Penalty: 3007.821533
	Iteration 2F: 3 clusters Score -966744 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -966941.312500 Penalty: 3007.821533
	Iteration 3Q: 3 clusters Score -966941.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -967149.875000 Penalty: 3007.821533
	Iteration 4Q: 3 clusters Score -967149.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -967371.125000 Penalty: 3007.821533
	Iteration 5Q: 3 clusters Score -967371.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -967646.000000 Penalty: 3007.821533
	Iteration 6Q: 3 clusters Score -967646 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -967950.250000 Penalty: 3007.821533
	Iteration 7Q: 3 clusters Score -967950.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -968291.937500 Penalty: 3007.821533
	Iteration 8Q: 3 clusters Score -968291.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -968688.250000 Penalty: 3007.821533
	Iteration 9F: 3 clusters Score -968688.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -969056.875000 Penalty: 3007.821533
	Iteration 10Q: 3 clusters Score -969056.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -969355.250000 Penalty: 3007.821533
	Iteration 11Q: 3 clusters Score -969355.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -969618.875000 Penalty: 3007.821533
	Iteration 12Q: 3 clusters Score -969618.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -969829.875000 Penalty: 3007.821533
	Iteration 13Q: 3 clusters Score -969829.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -970007.937500 Penalty: 3007.821533
	Iteration 14Q: 3 clusters Score -970007.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -970116.000000 Penalty: 3007.821533
	Iteration 15Q: 3 clusters Score -970116 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -970183.000000 Penalty: 3007.821533
	Iteration 16Q: 3 clusters Score -970183 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -970227.812500 Penalty: 3007.821533
	Iteration 17Q: 3 clusters Score -970227.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -970257.062500 Penalty: 3007.821533
	Iteration 18Q: 3 clusters Score -970257.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -970282.125000 Penalty: 3007.821533
	Iteration 19Q: 3 clusters Score -970282.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -970297.250000 Penalty: 3007.821533
	Iteration 20F: 3 clusters Score -970297.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -970306.750000 Penalty: 3007.821533
	Iteration 21Q: 3 clusters Score -970306.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -970316.875000 Penalty: 3007.821533
	Iteration 22Q: 3 clusters Score -970316.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -970331.000000 Penalty: 3007.821533
	Iteration 23Q: 3 clusters Score -970331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -970340.062500 Penalty: 3007.821533
	Iteration 24Q: 3 clusters Score -970340.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -970349.187500 Penalty: 3007.821533
	Iteration 25Q: 3 clusters Score -970349.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -970358.562500 Penalty: 3007.821533
	Iteration 26Q: 3 clusters Score -970358.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -970361.937500 Penalty: 3007.821533
	Iteration 27Q: 3 clusters Score -970361.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -970365.250000 Penalty: 3007.821533
	Iteration 28Q: 3 clusters Score -970365.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -970365.500000 Penalty: 3007.821533
	Iteration 29Q: 3 clusters Score -970365.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -970365.500000 Penalty: 3007.821533
	Iteration 30F: 3 clusters Score -970365.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Entering Unmasked Estep 
Score: -158280.562500 Penalty: 1244.231689
	Iteration 0F: 2 clusters Score -158280.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -156119.203125 Penalty: 2488.463379
	Iteration 0F: 3 clusters Score -156119.2 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -156726.656250 Penalty: 2488.463379
	Iteration 1F: 3 clusters Score -156726.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -156954.828125 Penalty: 2488.463379
	Iteration 2F: 3 clusters Score -156954.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -157132.625000 Penalty: 2488.463379
	Iteration 3F: 3 clusters Score -157132.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -157273.937500 Penalty: 2488.463379
	Iteration 4F: 3 clusters Score -157273.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -157380.406250 Penalty: 2488.463379
	Iteration 5Q: 3 clusters Score -157380.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -157461.203125 Penalty: 2488.463379
	Iteration 6Q: 3 clusters Score -157461.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -157509.093750 Penalty: 2488.463379
	Iteration 7Q: 3 clusters Score -157509.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -157547.625000 Penalty: 2488.463379
	Iteration 8Q: 3 clusters Score -157547.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -157582.546875 Penalty: 2488.463379
	Iteration 9Q: 3 clusters Score -157582.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -157619.843750 Penalty: 2488.463379
	Iteration 10Q: 3 clusters Score -157619.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -157655.625000 Penalty: 2488.463379
	Iteration 11Q: 3 clusters Score -157655.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -157679.062500 Penalty: 2488.463379
	Iteration 12Q: 3 clusters Score -157679.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -157693.250000 Penalty: 2488.463379
	Iteration 13Q: 3 clusters Score -157693.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -157705.953125 Penalty: 2488.463379
	Iteration 14Q: 3 clusters Score -157706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -157711.234375 Penalty: 2488.463379
	Iteration 15Q: 3 clusters Score -157711.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -157717.046875 Penalty: 2488.463379
	Iteration 16Q: 3 clusters Score -157717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -157720.750000 Penalty: 2488.463379
	Iteration 17Q: 3 clusters Score -157720.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -157723.171875 Penalty: 2488.463379
	Iteration 18Q: 3 clusters Score -157723.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -157726.953125 Penalty: 2488.463379
	Iteration 19Q: 3 clusters Score -157727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -157738.109375 Penalty: 2488.463379
	Iteration 20F: 3 clusters Score -157738.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -157749.125000 Penalty: 2488.463379
	Iteration 21Q: 3 clusters Score -157749.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -157757.546875 Penalty: 2488.463379
	Iteration 22Q: 3 clusters Score -157757.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -157768.687500 Penalty: 2488.463379
	Iteration 23Q: 3 clusters Score -157768.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -157781.234375 Penalty: 2488.463379
	Iteration 24Q: 3 clusters Score -157781.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -157795.062500 Penalty: 2488.463379
	Iteration 25Q: 3 clusters Score -157795.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -157813.734375 Penalty: 2488.463379
	Iteration 26Q: 3 clusters Score -157813.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -157819.093750 Penalty: 2488.463379
	Iteration 27Q: 3 clusters Score -157819.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -157824.453125 Penalty: 2488.463379
	Iteration 28Q: 3 clusters Score -157824.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -157832.781250 Penalty: 2488.463379
	Iteration 29Q: 3 clusters Score -157832.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -157842.765625 Penalty: 2488.463379
	Iteration 30Q: 3 clusters Score -157842.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -157859.593750 Penalty: 2488.463379
	Iteration 31Q: 3 clusters Score -157859.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -157873.781250 Penalty: 2488.463379
	Iteration 32Q: 3 clusters Score -157873.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -157885.000000 Penalty: 2488.463379
	Iteration 33Q: 3 clusters Score -157885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -157899.546875 Penalty: 2488.463379
	Iteration 34Q: 3 clusters Score -157899.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -157910.375000 Penalty: 2488.463379
	Iteration 35Q: 3 clusters Score -157910.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -157922.968750 Penalty: 2488.463379
	Iteration 36Q: 3 clusters Score -157923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -157932.078125 Penalty: 2488.463379
	Iteration 37Q: 3 clusters Score -157932.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -157938.875000 Penalty: 2488.463379
	Iteration 38Q: 3 clusters Score -157938.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -157945.062500 Penalty: 2488.463379
	Iteration 39Q: 3 clusters Score -157945.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -157955.375000 Penalty: 2488.463379
	Iteration 40F: 3 clusters Score -157955.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -157961.062500 Penalty: 2488.463379
	Iteration 41Q: 3 clusters Score -157961.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -157962.500000 Penalty: 2488.463379
	Iteration 42Q: 3 clusters Score -157962.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -157962.500000 Penalty: 2488.463379
	Iteration 43F: 3 clusters Score -157962.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -2536176.750000 Penalty: 1660.384521
	Iteration 0F: 2 clusters Score -2536177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2517713.500000 Penalty: 3320.769043
	Iteration 0F: 3 clusters Score -2517714 nChanged 12527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2524616.750000 Penalty: 3320.769043
	Iteration 1F: 3 clusters Score -2524617 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2524993.750000 Penalty: 3320.769043
	Iteration 2Q: 3 clusters Score -2524994 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2525368.500000 Penalty: 3320.769043
	Iteration 3Q: 3 clusters Score -2525368 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -2525850.500000 Penalty: 3320.769043
	Iteration 4Q: 3 clusters Score -2525850 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -2526618.500000 Penalty: 3320.769043
	Iteration 5F: 3 clusters Score -2526618 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -2527758.750000 Penalty: 3320.769043
	Iteration 6F: 3 clusters Score -2527759 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -2529491.250000 Penalty: 3320.769043
	Iteration 7F: 3 clusters Score -2529491 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2531438.250000 Penalty: 3320.769043
	Iteration 8F: 3 clusters Score -2531438 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2533077.750000 Penalty: 3320.769043
	Iteration 9F: 3 clusters Score -2533078 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2533997.750000 Penalty: 3320.769043
	Iteration 10Q: 3 clusters Score -2533998 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2534363.250000 Penalty: 3320.769043
	Iteration 11Q: 3 clusters Score -2534363 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2534529.250000 Penalty: 3320.769043
	Iteration 12Q: 3 clusters Score -2534529 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2534592.500000 Penalty: 3320.769043
	Iteration 13Q: 3 clusters Score -2534592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -2534619.250000 Penalty: 3320.769043
	Iteration 14Q: 3 clusters Score -2534619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2534649.500000 Penalty: 3320.769043
	Iteration 15Q: 3 clusters Score -2534650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2534666.500000 Penalty: 3320.769043
	Iteration 16Q: 3 clusters Score -2534666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -2534679.500000 Penalty: 3320.769043
	Iteration 17Q: 3 clusters Score -2534680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -2534687.750000 Penalty: 3320.769043
	Iteration 18Q: 3 clusters Score -2534688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -2534694.750000 Penalty: 3320.769043
	Iteration 19Q: 3 clusters Score -2534695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2534701.750000 Penalty: 3320.769043
	Iteration 20F: 3 clusters Score -2534702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -2534703.000000 Penalty: 3320.769043
	Iteration 21Q: 3 clusters Score -2534703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2534703.250000 Penalty: 3320.769043
	Iteration 22Q: 3 clusters Score -2534703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2534705.250000 Penalty: 3320.769043
	Iteration 23Q: 3 clusters Score -2534705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -2534705.250000 Penalty: 3320.769043
	Iteration 24Q: 3 clusters Score -2534705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -2534705.250000 Penalty: 3320.769043
	Iteration 25F: 3 clusters Score -2534705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Entering Unmasked Estep 
Score: -175757.921875 Penalty: 1233.020264
	Iteration 0F: 2 clusters Score -175757.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -173693.937500 Penalty: 2466.040527
	Iteration 0F: 3 clusters Score -173693.9 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -174146.578125 Penalty: 2466.040527
	Iteration 1F: 3 clusters Score -174146.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -174240.453125 Penalty: 2466.040527
	Iteration 2F: 3 clusters Score -174240.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -174286.656250 Penalty: 2466.040527
	Iteration 3Q: 3 clusters Score -174286.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -174314.750000 Penalty: 2466.040527
	Iteration 4Q: 3 clusters Score -174314.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -174335.312500 Penalty: 2466.040527
	Iteration 5Q: 3 clusters Score -174335.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -174356.671875 Penalty: 2466.040527
	Iteration 6Q: 3 clusters Score -174356.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -174372.796875 Penalty: 2466.040527
	Iteration 7Q: 3 clusters Score -174372.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -174379.953125 Penalty: 2466.040527
	Iteration 8Q: 3 clusters Score -174380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -174388.640625 Penalty: 2466.040527
	Iteration 9Q: 3 clusters Score -174388.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -174404.828125 Penalty: 2466.040527
	Iteration 10Q: 3 clusters Score -174404.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -174423.359375 Penalty: 2466.040527
	Iteration 11Q: 3 clusters Score -174423.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -174436.421875 Penalty: 2466.040527
	Iteration 12Q: 3 clusters Score -174436.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -174450.484375 Penalty: 2466.040527
	Iteration 13Q: 3 clusters Score -174450.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -174464.078125 Penalty: 2466.040527
	Iteration 14Q: 3 clusters Score -174464.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -174472.046875 Penalty: 2466.040527
	Iteration 15Q: 3 clusters Score -174472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -174477.781250 Penalty: 2466.040527
	Iteration 16Q: 3 clusters Score -174477.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -174484.781250 Penalty: 2466.040527
	Iteration 17Q: 3 clusters Score -174484.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -174488.937500 Penalty: 2466.040527
	Iteration 18Q: 3 clusters Score -174488.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -174491.031250 Penalty: 2466.040527
	Iteration 19Q: 3 clusters Score -174491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -174495.406250 Penalty: 2466.040527
	Iteration 20F: 3 clusters Score -174495.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -174500.187500 Penalty: 2466.040527
	Iteration 21Q: 3 clusters Score -174500.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -174503.765625 Penalty: 2466.040527
	Iteration 22Q: 3 clusters Score -174503.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -174506.281250 Penalty: 2466.040527
	Iteration 23Q: 3 clusters Score -174506.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -174507.140625 Penalty: 2466.040527
	Iteration 24Q: 3 clusters Score -174507.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -174507.140625 Penalty: 2466.040527
	Iteration 25F: 3 clusters Score -174507.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -1293316.750000 Penalty: 1556.734009
	Iteration 0F: 2 clusters Score -1293317 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 7229 members 
Entering Unmasked Estep 
Score: -1283326.750000 Penalty: 3113.468018
	Iteration 0F: 3 clusters Score -1283327 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1286866.500000 Penalty: 3113.468018
	Iteration 1F: 3 clusters Score -1286866 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1287132.625000 Penalty: 3113.468018
	Iteration 2F: 3 clusters Score -1287133 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1287378.125000 Penalty: 3113.468018
	Iteration 3Q: 3 clusters Score -1287378 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1287614.125000 Penalty: 3113.468018
	Iteration 4Q: 3 clusters Score -1287614 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1287930.875000 Penalty: 3113.468018
	Iteration 5Q: 3 clusters Score -1287931 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1288445.875000 Penalty: 3113.468018
	Iteration 6Q: 3 clusters Score -1288446 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1289235.500000 Penalty: 3113.468018
	Iteration 7F: 3 clusters Score -1289236 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1290196.125000 Penalty: 3113.468018
	Iteration 8F: 3 clusters Score -1290196 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1291281.500000 Penalty: 3113.468018
	Iteration 9F: 3 clusters Score -1291282 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1292231.750000 Penalty: 3113.468018
	Iteration 10F: 3 clusters Score -1292232 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1292758.000000 Penalty: 3113.468018
	Iteration 11Q: 3 clusters Score -1292758 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1292929.500000 Penalty: 3113.468018
	Iteration 12Q: 3 clusters Score -1292930 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1292993.375000 Penalty: 3113.468018
	Iteration 13Q: 3 clusters Score -1292993 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1293023.125000 Penalty: 3113.468018
	Iteration 14Q: 3 clusters Score -1293023 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1293036.500000 Penalty: 3113.468018
	Iteration 15Q: 3 clusters Score -1293036 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1293052.500000 Penalty: 3113.468018
	Iteration 16Q: 3 clusters Score -1293052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1293058.875000 Penalty: 3113.468018
	Iteration 17Q: 3 clusters Score -1293059 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1293066.500000 Penalty: 3113.468018
	Iteration 18Q: 3 clusters Score -1293066 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1293069.375000 Penalty: 3113.468018
	Iteration 19Q: 3 clusters Score -1293069 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1293070.625000 Penalty: 3113.468018
	Iteration 20F: 3 clusters Score -1293071 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1293077.125000 Penalty: 3113.468018
	Iteration 21Q: 3 clusters Score -1293077 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1293085.125000 Penalty: 3113.468018
	Iteration 22Q: 3 clusters Score -1293085 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1293085.625000 Penalty: 3113.468018
	Iteration 23Q: 3 clusters Score -1293086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1293088.000000 Penalty: 3113.468018
	Iteration 24Q: 3 clusters Score -1293088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1293089.500000 Penalty: 3113.468018
	Iteration 25Q: 3 clusters Score -1293090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1293096.875000 Penalty: 3113.468018
	Iteration 26Q: 3 clusters Score -1293097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1293091.875000 Penalty: 3113.468018
	Iteration 27Q: 3 clusters Score -1293092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1293094.125000 Penalty: 3113.468018
	Iteration 28Q: 3 clusters Score -1293094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1293096.500000 Penalty: 3113.468018
	Iteration 29Q: 3 clusters Score -1293096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1293098.250000 Penalty: 3113.468018
	Iteration 30Q: 3 clusters Score -1293098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1293096.375000 Penalty: 3113.468018
	Iteration 31Q: 3 clusters Score -1293096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1293097.500000 Penalty: 3113.468018
	Iteration 32Q: 3 clusters Score -1293098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1293096.125000 Penalty: 3113.468018
	Iteration 33Q: 3 clusters Score -1293096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1293095.875000 Penalty: 3113.468018
	Iteration 34Q: 3 clusters Score -1293096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1293099.125000 Penalty: 3113.468018
	Iteration 35Q: 3 clusters Score -1293099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1293097.000000 Penalty: 3113.468018
	Iteration 36Q: 3 clusters Score -1293097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1293096.375000 Penalty: 3113.468018
	Iteration 37Q: 3 clusters Score -1293096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1293096.250000 Penalty: 3113.468018
	Iteration 38Q: 3 clusters Score -1293096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1293096.250000 Penalty: 3113.468018
	Iteration 39F: 3 clusters Score -1293096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (72025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72025 members 
Entering Unmasked Estep 
Score: -6600970.500000 Penalty: 1817.524902
	Iteration 0F: 2 clusters Score -6600970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -6552680.000000 Penalty: 3635.049805
	Iteration 0F: 3 clusters Score -6552680 nChanged 34219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -6572321.500000 Penalty: 3635.049805
	Iteration 1F: 3 clusters Score -6572322 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -6572695.500000 Penalty: 3635.049805
	Iteration 2Q: 3 clusters Score -6572696 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -6573073.500000 Penalty: 3635.049805
	Iteration 3Q: 3 clusters Score -6573074 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -6573606.500000 Penalty: 3635.049805
	Iteration 4Q: 3 clusters Score -6573606 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -6574253.000000 Penalty: 3635.049805
	Iteration 5Q: 3 clusters Score -6574253 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -6574974.000000 Penalty: 3635.049805
	Iteration 6Q: 3 clusters Score -6574974 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -6576142.000000 Penalty: 3635.049805
	Iteration 7Q: 3 clusters Score -6576142 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 42517 members 
Entering Unmasked Estep 
Score: -6577610.500000 Penalty: 3635.049805
	Iteration 8Q: 3 clusters Score -6577610 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -6579499.000000 Penalty: 3635.049805
	Iteration 9F: 3 clusters Score -6579499 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 48637 members 
Entering Unmasked Estep 
Score: -6581809.500000 Penalty: 3635.049805
	Iteration 10F: 3 clusters Score -6581810 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 52446 members 
Entering Unmasked Estep 
Score: -6584485.000000 Penalty: 3635.049805
	Iteration 11F: 3 clusters Score -6584485 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 56354 members 
Entering Unmasked Estep 
Score: -6587313.500000 Penalty: 3635.049805
	Iteration 12F: 3 clusters Score -6587314 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 60133 members 
Entering Unmasked Estep 
Score: -6590147.000000 Penalty: 3635.049805
	Iteration 13F: 3 clusters Score -6590147 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 63588 members 
Entering Unmasked Estep 
Score: -6592884.500000 Penalty: 3635.049805
	Iteration 14Q: 3 clusters Score -6592884 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 66461 members 
Entering Unmasked Estep 
Score: -6595205.500000 Penalty: 3635.049805
	Iteration 15Q: 3 clusters Score -6595206 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 68495 members 
Entering Unmasked Estep 
Score: -6596845.500000 Penalty: 3635.049805
	Iteration 16Q: 3 clusters Score -6596846 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 69810 members 
Entering Unmasked Estep 
Score: -6597930.000000 Penalty: 3635.049805
	Iteration 17Q: 3 clusters Score -6597930 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 70587 members 
Entering Unmasked Estep 
Score: -6598605.500000 Penalty: 3635.049805
	Iteration 18Q: 3 clusters Score -6598606 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 71003 members 
Entering Unmasked Estep 
Score: -6598967.000000 Penalty: 3635.049805
	Iteration 19Q: 3 clusters Score -6598967 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 71204 members 
Entering Unmasked Estep 
Score: -6599140.000000 Penalty: 3635.049805
	Iteration 20F: 3 clusters Score -6599140 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 71326 members 
Entering Unmasked Estep 
Score: -6599269.500000 Penalty: 3635.049805
	Iteration 21Q: 3 clusters Score -6599270 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 71399 members 
Entering Unmasked Estep 
Score: -6599346.500000 Penalty: 3635.049805
	Iteration 22Q: 3 clusters Score -6599346 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 71447 members 
Entering Unmasked Estep 
Score: -6599406.000000 Penalty: 3635.049805
	Iteration 23Q: 3 clusters Score -6599406 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 71487 members 
Entering Unmasked Estep 
Score: -6599442.000000 Penalty: 3635.049805
	Iteration 24Q: 3 clusters Score -6599442 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 71503 members 
Entering Unmasked Estep 
Score: -6599472.000000 Penalty: 3635.049805
	Iteration 25Q: 3 clusters Score -6599472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 71517 members 
Entering Unmasked Estep 
Score: -6599488.000000 Penalty: 3635.049805
	Iteration 26Q: 3 clusters Score -6599488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 71522 members 
Entering Unmasked Estep 
Score: -6599498.500000 Penalty: 3635.049805
	Iteration 27Q: 3 clusters Score -6599498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 71529 members 
Entering Unmasked Estep 
Score: -6599509.500000 Penalty: 3635.049805
	Iteration 28Q: 3 clusters Score -6599510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 71542 members 
Entering Unmasked Estep 
Score: -6599519.500000 Penalty: 3635.049805
	Iteration 29Q: 3 clusters Score -6599520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 71550 members 
Entering Unmasked Estep 
Score: -6599518.000000 Penalty: 3635.049805
	Iteration 30Q: 3 clusters Score -6599518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 71552 members 
Entering Unmasked Estep 
Score: -6599520.500000 Penalty: 3635.049805
	Iteration 31Q: 3 clusters Score -6599520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 71551 members 
Entering Unmasked Estep 
Score: -6599527.500000 Penalty: 3635.049805
	Iteration 32Q: 3 clusters Score -6599528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 71549 members 
Entering Unmasked Estep 
Score: -6599536.500000 Penalty: 3635.049805
	Iteration 33Q: 3 clusters Score -6599536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 71547 members 
Entering Unmasked Estep 
Score: -6599533.500000 Penalty: 3635.049805
	Iteration 34Q: 3 clusters Score -6599534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 71549 members 
Entering Unmasked Estep 
Score: -6599534.000000 Penalty: 3635.049805
	Iteration 35Q: 3 clusters Score -6599534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 71549 members 
Entering Unmasked Estep 
Score: -6599534.000000 Penalty: 3635.049805
	Iteration 36F: 3 clusters Score -6599534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Entering Unmasked Estep 
Score: -2068201.375000 Penalty: 1645.226196
	Iteration 0F: 2 clusters Score -2068201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2051462.375000 Penalty: 3290.452393
	Iteration 0F: 3 clusters Score -2051462 nChanged 11299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2057881.000000 Penalty: 3290.452393
	Iteration 1F: 3 clusters Score -2057881 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -2058525.875000 Penalty: 3290.452393
	Iteration 2F: 3 clusters Score -2058526 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -2059284.875000 Penalty: 3290.452393
	Iteration 3F: 3 clusters Score -2059285 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -2060240.125000 Penalty: 3290.452393
	Iteration 4F: 3 clusters Score -2060240 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2061346.500000 Penalty: 3290.452393
	Iteration 5F: 3 clusters Score -2061346 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -2062446.375000 Penalty: 3290.452393
	Iteration 6F: 3 clusters Score -2062446 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -2063541.625000 Penalty: 3290.452393
	Iteration 7F: 3 clusters Score -2063542 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -2064492.875000 Penalty: 3290.452393
	Iteration 8Q: 3 clusters Score -2064493 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -2065264.375000 Penalty: 3290.452393
	Iteration 9Q: 3 clusters Score -2065264 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -2065863.500000 Penalty: 3290.452393
	Iteration 10Q: 3 clusters Score -2065864 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -2066239.875000 Penalty: 3290.452393
	Iteration 11Q: 3 clusters Score -2066240 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -2066487.500000 Penalty: 3290.452393
	Iteration 12Q: 3 clusters Score -2066488 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -2066661.750000 Penalty: 3290.452393
	Iteration 13Q: 3 clusters Score -2066662 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -2066787.375000 Penalty: 3290.452393
	Iteration 14Q: 3 clusters Score -2066787 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -2066874.000000 Penalty: 3290.452393
	Iteration 15Q: 3 clusters Score -2066874 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -2066956.250000 Penalty: 3290.452393
	Iteration 16Q: 3 clusters Score -2066956 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -2067017.125000 Penalty: 3290.452393
	Iteration 17Q: 3 clusters Score -2067017 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -2067071.625000 Penalty: 3290.452393
	Iteration 18Q: 3 clusters Score -2067072 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -2067109.250000 Penalty: 3290.452393
	Iteration 19Q: 3 clusters Score -2067109 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -2067145.875000 Penalty: 3290.452393
	Iteration 20F: 3 clusters Score -2067146 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -2067181.250000 Penalty: 3290.452393
	Iteration 21Q: 3 clusters Score -2067181 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -2067205.500000 Penalty: 3290.452393
	Iteration 22Q: 3 clusters Score -2067206 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -2067225.125000 Penalty: 3290.452393
	Iteration 23Q: 3 clusters Score -2067225 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -2067246.375000 Penalty: 3290.452393
	Iteration 24Q: 3 clusters Score -2067246 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -2067282.250000 Penalty: 3290.452393
	Iteration 25Q: 3 clusters Score -2067282 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -2067308.875000 Penalty: 3290.452393
	Iteration 26Q: 3 clusters Score -2067309 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -2067346.125000 Penalty: 3290.452393
	Iteration 27Q: 3 clusters Score -2067346 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -2067383.125000 Penalty: 3290.452393
	Iteration 28Q: 3 clusters Score -2067383 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -2067413.375000 Penalty: 3290.452393
	Iteration 29Q: 3 clusters Score -2067413 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -2067443.875000 Penalty: 3290.452393
	Iteration 30Q: 3 clusters Score -2067444 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -2067460.375000 Penalty: 3290.452393
	Iteration 31Q: 3 clusters Score -2067460 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -2067475.875000 Penalty: 3290.452393
	Iteration 32Q: 3 clusters Score -2067476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -2067486.125000 Penalty: 3290.452393
	Iteration 33Q: 3 clusters Score -2067486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -2067495.250000 Penalty: 3290.452393
	Iteration 34Q: 3 clusters Score -2067495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -2067504.000000 Penalty: 3290.452393
	Iteration 35Q: 3 clusters Score -2067504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -2067509.875000 Penalty: 3290.452393
	Iteration 36Q: 3 clusters Score -2067510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -2067514.375000 Penalty: 3290.452393
	Iteration 37Q: 3 clusters Score -2067514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -2067518.250000 Penalty: 3290.452393
	Iteration 38Q: 3 clusters Score -2067518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -2067521.000000 Penalty: 3290.452393
	Iteration 39Q: 3 clusters Score -2067521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -2067524.500000 Penalty: 3290.452393
	Iteration 40F: 3 clusters Score -2067524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -2067527.625000 Penalty: 3290.452393
	Iteration 41Q: 3 clusters Score -2067528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -2067525.750000 Penalty: 3290.452393
	Iteration 42Q: 3 clusters Score -2067526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -2067526.375000 Penalty: 3290.452393
	Iteration 43Q: 3 clusters Score -2067526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -2067526.375000 Penalty: 3290.452393
	Iteration 44F: 3 clusters Score -2067526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Entering Unmasked Estep 
Score: -516508.343750 Penalty: 1403.183716
	Iteration 0F: 2 clusters Score -516508.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -512104.531250 Penalty: 2806.367432
	Iteration 0F: 3 clusters Score -512104.5 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -513233.843750 Penalty: 2806.367432
	Iteration 1F: 3 clusters Score -513233.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -513434.562500 Penalty: 2806.367432
	Iteration 2F: 3 clusters Score -513434.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -513576.187500 Penalty: 2806.367432
	Iteration 3F: 3 clusters Score -513576.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -513710.843750 Penalty: 2806.367432
	Iteration 4Q: 3 clusters Score -513710.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -513819.437500 Penalty: 2806.367432
	Iteration 5Q: 3 clusters Score -513819.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -513922.906250 Penalty: 2806.367432
	Iteration 6Q: 3 clusters Score -513922.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -514038.343750 Penalty: 2806.367432
	Iteration 7Q: 3 clusters Score -514038.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -514152.218750 Penalty: 2806.367432
	Iteration 8Q: 3 clusters Score -514152.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -514263.812500 Penalty: 2806.367432
	Iteration 9Q: 3 clusters Score -514263.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -514404.750000 Penalty: 2806.367432
	Iteration 10Q: 3 clusters Score -514404.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -514548.875000 Penalty: 2806.367432
	Iteration 11Q: 3 clusters Score -514548.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -514669.625000 Penalty: 2806.367432
	Iteration 12Q: 3 clusters Score -514669.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -514775.593750 Penalty: 2806.367432
	Iteration 13Q: 3 clusters Score -514775.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -514880.250000 Penalty: 2806.367432
	Iteration 14Q: 3 clusters Score -514880.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -514961.062500 Penalty: 2806.367432
	Iteration 15Q: 3 clusters Score -514961.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -515032.625000 Penalty: 2806.367432
	Iteration 16Q: 3 clusters Score -515032.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -515088.625000 Penalty: 2806.367432
	Iteration 17Q: 3 clusters Score -515088.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -515144.125000 Penalty: 2806.367432
	Iteration 18Q: 3 clusters Score -515144.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -515204.625000 Penalty: 2806.367432
	Iteration 19Q: 3 clusters Score -515204.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -515252.718750 Penalty: 2806.367432
	Iteration 20F: 3 clusters Score -515252.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -515292.937500 Penalty: 2806.367432
	Iteration 21Q: 3 clusters Score -515292.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -515324.593750 Penalty: 2806.367432
	Iteration 22Q: 3 clusters Score -515324.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -515340.562500 Penalty: 2806.367432
	Iteration 23Q: 3 clusters Score -515340.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -515353.531250 Penalty: 2806.367432
	Iteration 24Q: 3 clusters Score -515353.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -515359.562500 Penalty: 2806.367432
	Iteration 25Q: 3 clusters Score -515359.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -515366.093750 Penalty: 2806.367432
	Iteration 26Q: 3 clusters Score -515366.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -515375.125000 Penalty: 2806.367432
	Iteration 27Q: 3 clusters Score -515375.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -515383.250000 Penalty: 2806.367432
	Iteration 28Q: 3 clusters Score -515383.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -515389.562500 Penalty: 2806.367432
	Iteration 29Q: 3 clusters Score -515389.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -515395.625000 Penalty: 2806.367432
	Iteration 30Q: 3 clusters Score -515395.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -515400.218750 Penalty: 2806.367432
	Iteration 31Q: 3 clusters Score -515400.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -515404.937500 Penalty: 2806.367432
	Iteration 32Q: 3 clusters Score -515404.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -515407.812500 Penalty: 2806.367432
	Iteration 33Q: 3 clusters Score -515407.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -515411.437500 Penalty: 2806.367432
	Iteration 34Q: 3 clusters Score -515411.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -515414.406250 Penalty: 2806.367432
	Iteration 35Q: 3 clusters Score -515414.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -515415.750000 Penalty: 2806.367432
	Iteration 36Q: 3 clusters Score -515415.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -515417.562500 Penalty: 2806.367432
	Iteration 37Q: 3 clusters Score -515417.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -515419.125000 Penalty: 2806.367432
	Iteration 38Q: 3 clusters Score -515419.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -515419.687500 Penalty: 2806.367432
	Iteration 39Q: 3 clusters Score -515419.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -515420.218750 Penalty: 2806.367432
	Iteration 40F: 3 clusters Score -515420.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (124878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124878 members 
Entering Unmasked Estep 
Score: -11838320.000000 Penalty: 1906.952515
	Iteration 0F: 2 clusters Score -1.183832e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62579 members 
Mstep: Class 2 contains 62299 members 
Entering Unmasked Estep 
Score: -11754809.000000 Penalty: 3813.905029
	Iteration 0F: 3 clusters Score -1.175481e+07 nChanged 59899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65524 members 
Mstep: Class 2 contains 59354 members 
Entering Unmasked Estep 
Score: -11789652.000000 Penalty: 3813.905029
	Iteration 1F: 3 clusters Score -1.178965e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67722 members 
Mstep: Class 2 contains 57156 members 
Entering Unmasked Estep 
Score: -11790714.000000 Penalty: 3813.905029
	Iteration 2Q: 3 clusters Score -1.179071e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71220 members 
Mstep: Class 2 contains 53658 members 
Entering Unmasked Estep 
Score: -11792365.000000 Penalty: 3813.905029
	Iteration 3Q: 3 clusters Score -1.179236e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76603 members 
Mstep: Class 2 contains 48275 members 
Entering Unmasked Estep 
Score: -11795142.000000 Penalty: 3813.905029
	Iteration 4F: 3 clusters Score -1.179514e+07 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84259 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -11800114.000000 Penalty: 3813.905029
	Iteration 5F: 3 clusters Score -1.180011e+07 nChanged 10249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94122 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -11808071.000000 Penalty: 3813.905029
	Iteration 6F: 3 clusters Score -1.180807e+07 nChanged 10603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104543 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -11817608.000000 Penalty: 3813.905029
	Iteration 7F: 3 clusters Score -1.181761e+07 nChanged 8902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113381 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -11826035.000000 Penalty: 3813.905029
	Iteration 8F: 3 clusters Score -1.182604e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119310 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -11831538.000000 Penalty: 3813.905029
	Iteration 9Q: 3 clusters Score -1.183154e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122498 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -11834561.000000 Penalty: 3813.905029
	Iteration 10Q: 3 clusters Score -1.183456e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123932 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -11835914.000000 Penalty: 3813.905029
	Iteration 11Q: 3 clusters Score -1.183591e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124397 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -11836414.000000 Penalty: 3813.905029
	Iteration 12Q: 3 clusters Score -1.183641e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124528 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -11836582.000000 Penalty: 3813.905029
	Iteration 13Q: 3 clusters Score -1.183658e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124570 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -11836649.000000 Penalty: 3813.905029
	Iteration 14Q: 3 clusters Score -1.183665e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124586 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -11836685.000000 Penalty: 3813.905029
	Iteration 15Q: 3 clusters Score -1.183668e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124600 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -11836705.000000 Penalty: 3813.905029
	Iteration 16Q: 3 clusters Score -1.18367e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124606 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -11836720.000000 Penalty: 3813.905029
	Iteration 17Q: 3 clusters Score -1.183672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124612 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -11836723.000000 Penalty: 3813.905029
	Iteration 18Q: 3 clusters Score -1.183672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124613 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -11836723.000000 Penalty: 3813.905029
	Iteration 19Q: 3 clusters Score -1.183672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124618 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -11836730.000000 Penalty: 3813.905029
	Iteration 20F: 3 clusters Score -1.183673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124618 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -11836728.000000 Penalty: 3813.905029
	Iteration 21Q: 3 clusters Score -1.183673e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124618 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -11836728.000000 Penalty: 3813.905029
	Iteration 22F: 3 clusters Score -1.183673e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (115400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115400 members 
Entering Unmasked Estep 
Score: -10611323.000000 Penalty: 1894.125854
	Iteration 0F: 2 clusters Score -1.061132e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57561 members 
Mstep: Class 2 contains 57839 members 
Entering Unmasked Estep 
Score: -10534606.000000 Penalty: 3788.251709
	Iteration 0F: 3 clusters Score -1.053461e+07 nChanged 55237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55992 members 
Mstep: Class 2 contains 59408 members 
Entering Unmasked Estep 
Score: -10566422.000000 Penalty: 3788.251709
	Iteration 1F: 3 clusters Score -1.056642e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54765 members 
Mstep: Class 2 contains 60635 members 
Entering Unmasked Estep 
Score: -10567136.000000 Penalty: 3788.251709
	Iteration 2Q: 3 clusters Score -1.056714e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52756 members 
Mstep: Class 2 contains 62644 members 
Entering Unmasked Estep 
Score: -10568164.000000 Penalty: 3788.251709
	Iteration 3Q: 3 clusters Score -1.056816e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49620 members 
Mstep: Class 2 contains 65780 members 
Entering Unmasked Estep 
Score: -10569865.000000 Penalty: 3788.251709
	Iteration 4Q: 3 clusters Score -1.056986e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44901 members 
Mstep: Class 2 contains 70499 members 
Entering Unmasked Estep 
Score: -10572862.000000 Penalty: 3788.251709
	Iteration 5F: 3 clusters Score -1.057286e+07 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 76816 members 
Entering Unmasked Estep 
Score: -10577592.000000 Penalty: 3788.251709
	Iteration 6F: 3 clusters Score -1.057759e+07 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 84325 members 
Entering Unmasked Estep 
Score: -10583605.000000 Penalty: 3788.251709
	Iteration 7F: 3 clusters Score -1.05836e+07 nChanged 8493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 92146 members 
Entering Unmasked Estep 
Score: -10590200.000000 Penalty: 3788.251709
	Iteration 8F: 3 clusters Score -1.05902e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 99483 members 
Entering Unmasked Estep 
Score: -10596415.000000 Penalty: 3788.251709
	Iteration 9F: 3 clusters Score -1.059642e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 105589 members 
Entering Unmasked Estep 
Score: -10601602.000000 Penalty: 3788.251709
	Iteration 10F: 3 clusters Score -1.06016e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 109911 members 
Entering Unmasked Estep 
Score: -10605266.000000 Penalty: 3788.251709
	Iteration 11Q: 3 clusters Score -1.060527e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 112625 members 
Entering Unmasked Estep 
Score: -10607630.000000 Penalty: 3788.251709
	Iteration 12Q: 3 clusters Score -1.060763e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 114002 members 
Entering Unmasked Estep 
Score: -10608667.000000 Penalty: 3788.251709
	Iteration 13Q: 3 clusters Score -1.060867e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 114627 members 
Entering Unmasked Estep 
Score: -10609159.000000 Penalty: 3788.251709
	Iteration 14Q: 3 clusters Score -1.060916e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 114887 members 
Entering Unmasked Estep 
Score: -10609394.000000 Penalty: 3788.251709
	Iteration 15Q: 3 clusters Score -1.060939e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 114993 members 
Entering Unmasked Estep 
Score: -10609481.000000 Penalty: 3788.251709
	Iteration 16Q: 3 clusters Score -1.060948e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 115046 members 
Entering Unmasked Estep 
Score: -10609536.000000 Penalty: 3788.251709
	Iteration 17Q: 3 clusters Score -1.060954e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 115075 members 
Entering Unmasked Estep 
Score: -10609570.000000 Penalty: 3788.251709
	Iteration 18Q: 3 clusters Score -1.060957e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 115094 members 
Entering Unmasked Estep 
Score: -10609590.000000 Penalty: 3788.251709
	Iteration 19Q: 3 clusters Score -1.060959e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 115105 members 
Entering Unmasked Estep 
Score: -10609591.000000 Penalty: 3788.251709
	Iteration 20F: 3 clusters Score -1.060959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 115110 members 
Entering Unmasked Estep 
Score: -10609597.000000 Penalty: 3788.251709
	Iteration 21Q: 3 clusters Score -1.06096e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 115112 members 
Entering Unmasked Estep 
Score: -10609618.000000 Penalty: 3788.251709
	Iteration 22Q: 3 clusters Score -1.060962e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 115121 members 
Entering Unmasked Estep 
Score: -10609620.000000 Penalty: 3788.251709
	Iteration 23Q: 3 clusters Score -1.060962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 115120 members 
Entering Unmasked Estep 
Score: -10609629.000000 Penalty: 3788.251709
	Iteration 24Q: 3 clusters Score -1.060963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 115127 members 
Entering Unmasked Estep 
Score: -10609628.000000 Penalty: 3788.251709
	Iteration 25Q: 3 clusters Score -1.060963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 115129 members 
Entering Unmasked Estep 
Score: -10609628.000000 Penalty: 3788.251709
	Iteration 26Q: 3 clusters Score -1.060963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 115131 members 
Entering Unmasked Estep 
Score: -10609631.000000 Penalty: 3788.251709
	Iteration 27Q: 3 clusters Score -1.060963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 115135 members 
Entering Unmasked Estep 
Score: -10609634.000000 Penalty: 3788.251709
	Iteration 28Q: 3 clusters Score -1.060963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 115137 members 
Entering Unmasked Estep 
Score: -10609636.000000 Penalty: 3788.251709
	Iteration 29Q: 3 clusters Score -1.060964e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 115137 members 
Entering Unmasked Estep 
Score: -10609636.000000 Penalty: 3788.251709
	Iteration 30F: 3 clusters Score -1.060964e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (59365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59365 members 
Entering Unmasked Estep 
Score: -5453154.500000 Penalty: 1786.112183
	Iteration 0F: 2 clusters Score -5453154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -5413413.000000 Penalty: 3572.224365
	Iteration 0F: 3 clusters Score -5413413 nChanged 27926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -5428999.000000 Penalty: 3572.224365
	Iteration 1F: 3 clusters Score -5428999 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -5429470.500000 Penalty: 3572.224365
	Iteration 2Q: 3 clusters Score -5429470 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -5430011.000000 Penalty: 3572.224365
	Iteration 3Q: 3 clusters Score -5430011 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -5430703.000000 Penalty: 3572.224365
	Iteration 4Q: 3 clusters Score -5430703 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -5431868.500000 Penalty: 3572.224365
	Iteration 5Q: 3 clusters Score -5431868 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -5434097.500000 Penalty: 3572.224365
	Iteration 6F: 3 clusters Score -5434098 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 45232 members 
Entering Unmasked Estep 
Score: -5437838.500000 Penalty: 3572.224365
	Iteration 7F: 3 clusters Score -5437838 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 50644 members 
Entering Unmasked Estep 
Score: -5442887.500000 Penalty: 3572.224365
	Iteration 8F: 3 clusters Score -5442888 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 55162 members 
Entering Unmasked Estep 
Score: -5447415.000000 Penalty: 3572.224365
	Iteration 9F: 3 clusters Score -5447415 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 57806 members 
Entering Unmasked Estep 
Score: -5450061.500000 Penalty: 3572.224365
	Iteration 10Q: 3 clusters Score -5450062 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 58834 members 
Entering Unmasked Estep 
Score: -5451077.500000 Penalty: 3572.224365
	Iteration 11Q: 3 clusters Score -5451078 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 59116 members 
Entering Unmasked Estep 
Score: -5451389.000000 Penalty: 3572.224365
	Iteration 12Q: 3 clusters Score -5451389 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 59189 members 
Entering Unmasked Estep 
Score: -5451504.500000 Penalty: 3572.224365
	Iteration 13Q: 3 clusters Score -5451504 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 59204 members 
Entering Unmasked Estep 
Score: -5451549.500000 Penalty: 3572.224365
	Iteration 14Q: 3 clusters Score -5451550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 59212 members 
Entering Unmasked Estep 
Score: -5451563.000000 Penalty: 3572.224365
	Iteration 15Q: 3 clusters Score -5451563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 59211 members 
Entering Unmasked Estep 
Score: -5451568.000000 Penalty: 3572.224365
	Iteration 16Q: 3 clusters Score -5451568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 59211 members 
Entering Unmasked Estep 
Score: -5451571.500000 Penalty: 3572.224365
	Iteration 17Q: 3 clusters Score -5451572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 59212 members 
Entering Unmasked Estep 
Score: -5451574.000000 Penalty: 3572.224365
	Iteration 18Q: 3 clusters Score -5451574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 59214 members 
Entering Unmasked Estep 
Score: -5451571.000000 Penalty: 3572.224365
	Iteration 19Q: 3 clusters Score -5451571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 59213 members 
Entering Unmasked Estep 
Score: -5451576.500000 Penalty: 3572.224365
	Iteration 20F: 3 clusters Score -5451576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 59214 members 
Entering Unmasked Estep 
Score: -5451583.000000 Penalty: 3572.224365
	Iteration 21Q: 3 clusters Score -5451583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 59215 members 
Entering Unmasked Estep 
Score: -5451583.000000 Penalty: 3572.224365
	Iteration 22Q: 3 clusters Score -5451583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 59215 members 
Entering Unmasked Estep 
Score: -5451582.000000 Penalty: 3572.224365
	Iteration 23Q: 3 clusters Score -5451582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 59215 members 
Entering Unmasked Estep 
Score: -5451582.000000 Penalty: 3572.224365
	Iteration 24F: 3 clusters Score -5451582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Entering Unmasked Estep 
Score: -1502247.500000 Penalty: 1596.630371
	Iteration 0F: 2 clusters Score -1502248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1489732.000000 Penalty: 3193.260742
	Iteration 0F: 3 clusters Score -1489732 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1495222.375000 Penalty: 3193.260742
	Iteration 1F: 3 clusters Score -1495222 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1496401.375000 Penalty: 3193.260742
	Iteration 2F: 3 clusters Score -1496401 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1497668.125000 Penalty: 3193.260742
	Iteration 3F: 3 clusters Score -1497668 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1498801.375000 Penalty: 3193.260742
	Iteration 4F: 3 clusters Score -1498801 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1499706.125000 Penalty: 3193.260742
	Iteration 5F: 3 clusters Score -1499706 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1500325.125000 Penalty: 3193.260742
	Iteration 6F: 3 clusters Score -1500325 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1500651.750000 Penalty: 3193.260742
	Iteration 7Q: 3 clusters Score -1500652 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1500830.000000 Penalty: 3193.260742
	Iteration 8Q: 3 clusters Score -1500830 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1500921.875000 Penalty: 3193.260742
	Iteration 9Q: 3 clusters Score -1500922 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1500977.500000 Penalty: 3193.260742
	Iteration 10Q: 3 clusters Score -1500978 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1501021.375000 Penalty: 3193.260742
	Iteration 11Q: 3 clusters Score -1501021 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1501056.250000 Penalty: 3193.260742
	Iteration 12Q: 3 clusters Score -1501056 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1501071.000000 Penalty: 3193.260742
	Iteration 13Q: 3 clusters Score -1501071 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1501091.875000 Penalty: 3193.260742
	Iteration 14Q: 3 clusters Score -1501092 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1501103.250000 Penalty: 3193.260742
	Iteration 15Q: 3 clusters Score -1501103 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1501123.000000 Penalty: 3193.260742
	Iteration 16Q: 3 clusters Score -1501123 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1501132.875000 Penalty: 3193.260742
	Iteration 17Q: 3 clusters Score -1501133 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1501143.000000 Penalty: 3193.260742
	Iteration 18Q: 3 clusters Score -1501143 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1501155.125000 Penalty: 3193.260742
	Iteration 19Q: 3 clusters Score -1501155 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1501153.500000 Penalty: 3193.260742
	Iteration 20F: 3 clusters Score -1501154 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1501157.500000 Penalty: 3193.260742
	Iteration 21Q: 3 clusters Score -1501158 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1501160.625000 Penalty: 3193.260742
	Iteration 22Q: 3 clusters Score -1501161 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1501166.000000 Penalty: 3193.260742
	Iteration 23Q: 3 clusters Score -1501166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1501170.625000 Penalty: 3193.260742
	Iteration 24Q: 3 clusters Score -1501171 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1501166.875000 Penalty: 3193.260742
	Iteration 25Q: 3 clusters Score -1501167 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1501173.750000 Penalty: 3193.260742
	Iteration 26Q: 3 clusters Score -1501174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1501172.500000 Penalty: 3193.260742
	Iteration 27Q: 3 clusters Score -1501172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1501175.250000 Penalty: 3193.260742
	Iteration 28Q: 3 clusters Score -1501175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1501176.625000 Penalty: 3193.260742
	Iteration 29Q: 3 clusters Score -1501177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1501178.875000 Penalty: 3193.260742
	Iteration 30Q: 3 clusters Score -1501179 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1501177.125000 Penalty: 3193.260742
	Iteration 31Q: 3 clusters Score -1501177 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1501182.250000 Penalty: 3193.260742
	Iteration 32Q: 3 clusters Score -1501182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1501180.625000 Penalty: 3193.260742
	Iteration 33Q: 3 clusters Score -1501181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1501185.625000 Penalty: 3193.260742
	Iteration 34Q: 3 clusters Score -1501186 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1501188.375000 Penalty: 3193.260742
	Iteration 35Q: 3 clusters Score -1501188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1501193.500000 Penalty: 3193.260742
	Iteration 36Q: 3 clusters Score -1501194 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1501199.500000 Penalty: 3193.260742
	Iteration 37Q: 3 clusters Score -1501200 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1501200.500000 Penalty: 3193.260742
	Iteration 38Q: 3 clusters Score -1501200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1501204.375000 Penalty: 3193.260742
	Iteration 39Q: 3 clusters Score -1501204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1501205.500000 Penalty: 3193.260742
	Iteration 40F: 3 clusters Score -1501206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1501202.500000 Penalty: 3193.260742
	Iteration 41Q: 3 clusters Score -1501202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1501206.875000 Penalty: 3193.260742
	Iteration 42Q: 3 clusters Score -1501207 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1501210.500000 Penalty: 3193.260742
	Iteration 43Q: 3 clusters Score -1501210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1501212.250000 Penalty: 3193.260742
	Iteration 44Q: 3 clusters Score -1501212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1501214.125000 Penalty: 3193.260742
	Iteration 45Q: 3 clusters Score -1501214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1501215.500000 Penalty: 3193.260742
	Iteration 46Q: 3 clusters Score -1501216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1501212.750000 Penalty: 3193.260742
	Iteration 47Q: 3 clusters Score -1501213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1501214.500000 Penalty: 3193.260742
	Iteration 48Q: 3 clusters Score -1501214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1501218.625000 Penalty: 3193.260742
	Iteration 49Q: 3 clusters Score -1501219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1501224.625000 Penalty: 3193.260742
	Iteration 50Q: 3 clusters Score -1501225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1501222.125000 Penalty: 3193.260742
	Iteration 51Q: 3 clusters Score -1501222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1501226.000000 Penalty: 3193.260742
	Iteration 52Q: 3 clusters Score -1501226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1501225.875000 Penalty: 3193.260742
	Iteration 53Q: 3 clusters Score -1501226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1501225.500000 Penalty: 3193.260742
	Iteration 54Q: 3 clusters Score -1501226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1501225.250000 Penalty: 3193.260742
	Iteration 55Q: 3 clusters Score -1501225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1501223.875000 Penalty: 3193.260742
	Iteration 56Q: 3 clusters Score -1501224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1501227.750000 Penalty: 3193.260742
	Iteration 57Q: 3 clusters Score -1501228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1501223.250000 Penalty: 3193.260742
	Iteration 58Q: 3 clusters Score -1501223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1501223.500000 Penalty: 3193.260742
	Iteration 59Q: 3 clusters Score -1501224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1501225.625000 Penalty: 3193.260742
	Iteration 60F: 3 clusters Score -1501226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1501222.875000 Penalty: 3193.260742
	Iteration 61Q: 3 clusters Score -1501223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1501223.875000 Penalty: 3193.260742
	Iteration 62Q: 3 clusters Score -1501224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1501223.875000 Penalty: 3193.260742
	Iteration 63F: 3 clusters Score -1501224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Entering Unmasked Estep 
Score: -83393.468750 Penalty: 1126.522827
	Iteration 0F: 2 clusters Score -83393.47 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 536 members 
Entering Unmasked Estep 
Score: -81947.570312 Penalty: 2253.045654
	Iteration 0F: 3 clusters Score -81947.57 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -82195.445312 Penalty: 2253.045654
	Iteration 1F: 3 clusters Score -82195.45 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -82297.875000 Penalty: 2253.045654
	Iteration 2F: 3 clusters Score -82297.88 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -82361.789062 Penalty: 2253.045654
	Iteration 3Q: 3 clusters Score -82361.79 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -82401.906250 Penalty: 2253.045654
	Iteration 4Q: 3 clusters Score -82401.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -82430.937500 Penalty: 2253.045654
	Iteration 5Q: 3 clusters Score -82430.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -82459.718750 Penalty: 2253.045654
	Iteration 6Q: 3 clusters Score -82459.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -82483.476562 Penalty: 2253.045654
	Iteration 7Q: 3 clusters Score -82483.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -82498.070312 Penalty: 2253.045654
	Iteration 8Q: 3 clusters Score -82498.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -82513.539062 Penalty: 2253.045654
	Iteration 9Q: 3 clusters Score -82513.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -82545.976562 Penalty: 2253.045654
	Iteration 10Q: 3 clusters Score -82545.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -82568.382812 Penalty: 2253.045654
	Iteration 11Q: 3 clusters Score -82568.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -82586.875000 Penalty: 2253.045654
	Iteration 12Q: 3 clusters Score -82586.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -82612.539062 Penalty: 2253.045654
	Iteration 13Q: 3 clusters Score -82612.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -82631.914062 Penalty: 2253.045654
	Iteration 14Q: 3 clusters Score -82631.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -82656.835938 Penalty: 2253.045654
	Iteration 15Q: 3 clusters Score -82656.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -82667.171875 Penalty: 2253.045654
	Iteration 16Q: 3 clusters Score -82667.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -82672.429688 Penalty: 2253.045654
	Iteration 17Q: 3 clusters Score -82672.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -82676.406250 Penalty: 2253.045654
	Iteration 18Q: 3 clusters Score -82676.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -82678.992188 Penalty: 2253.045654
	Iteration 19Q: 3 clusters Score -82678.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -82680.343750 Penalty: 2253.045654
	Iteration 20F: 3 clusters Score -82680.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -82681.273438 Penalty: 2253.045654
	Iteration 21Q: 3 clusters Score -82681.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -82682.765625 Penalty: 2253.045654
	Iteration 22Q: 3 clusters Score -82682.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -82683.242188 Penalty: 2253.045654
	Iteration 23Q: 3 clusters Score -82683.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -82683.242188 Penalty: 2253.045654
	Iteration 24F: 3 clusters Score -82683.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (40763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Entering Unmasked Estep 
Score: -3712981.750000 Penalty: 1725.023682
	Iteration 0F: 2 clusters Score -3712982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -3685701.500000 Penalty: 3450.047363
	Iteration 0F: 3 clusters Score -3685702 nChanged 18968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -3696489.500000 Penalty: 3450.047363
	Iteration 1F: 3 clusters Score -3696490 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -3696909.000000 Penalty: 3450.047363
	Iteration 2Q: 3 clusters Score -3696909 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -3697368.500000 Penalty: 3450.047363
	Iteration 3Q: 3 clusters Score -3697368 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -3697935.750000 Penalty: 3450.047363
	Iteration 4Q: 3 clusters Score -3697936 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -3698611.250000 Penalty: 3450.047363
	Iteration 5Q: 3 clusters Score -3698611 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -3699615.250000 Penalty: 3450.047363
	Iteration 6F: 3 clusters Score -3699615 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -3701036.500000 Penalty: 3450.047363
	Iteration 7F: 3 clusters Score -3701036 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -3702957.500000 Penalty: 3450.047363
	Iteration 8F: 3 clusters Score -3702958 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -3705085.250000 Penalty: 3450.047363
	Iteration 9F: 3 clusters Score -3705085 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -3707239.250000 Penalty: 3450.047363
	Iteration 10F: 3 clusters Score -3707239 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -3708816.750000 Penalty: 3450.047363
	Iteration 11Q: 3 clusters Score -3708817 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -3709879.250000 Penalty: 3450.047363
	Iteration 12Q: 3 clusters Score -3709879 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -3710530.000000 Penalty: 3450.047363
	Iteration 13Q: 3 clusters Score -3710530 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -3710963.000000 Penalty: 3450.047363
	Iteration 14Q: 3 clusters Score -3710963 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -3711250.250000 Penalty: 3450.047363
	Iteration 15Q: 3 clusters Score -3711250 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -3711482.750000 Penalty: 3450.047363
	Iteration 16Q: 3 clusters Score -3711483 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3711654.000000 Penalty: 3450.047363
	Iteration 17Q: 3 clusters Score -3711654 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -3711749.750000 Penalty: 3450.047363
	Iteration 18Q: 3 clusters Score -3711750 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -3711838.000000 Penalty: 3450.047363
	Iteration 19Q: 3 clusters Score -3711838 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -3711894.500000 Penalty: 3450.047363
	Iteration 20F: 3 clusters Score -3711894 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3711933.750000 Penalty: 3450.047363
	Iteration 21Q: 3 clusters Score -3711934 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3711954.500000 Penalty: 3450.047363
	Iteration 22Q: 3 clusters Score -3711954 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3711977.250000 Penalty: 3450.047363
	Iteration 23Q: 3 clusters Score -3711977 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3711997.750000 Penalty: 3450.047363
	Iteration 24Q: 3 clusters Score -3711998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3712020.750000 Penalty: 3450.047363
	Iteration 25Q: 3 clusters Score -3712021 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3712032.000000 Penalty: 3450.047363
	Iteration 26Q: 3 clusters Score -3712032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3712039.000000 Penalty: 3450.047363
	Iteration 27Q: 3 clusters Score -3712039 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3712042.250000 Penalty: 3450.047363
	Iteration 28Q: 3 clusters Score -3712042 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3712052.000000 Penalty: 3450.047363
	Iteration 29Q: 3 clusters Score -3712052 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3712061.250000 Penalty: 3450.047363
	Iteration 30Q: 3 clusters Score -3712061 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3712068.500000 Penalty: 3450.047363
	Iteration 31Q: 3 clusters Score -3712068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3712071.750000 Penalty: 3450.047363
	Iteration 32Q: 3 clusters Score -3712072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3712083.000000 Penalty: 3450.047363
	Iteration 33Q: 3 clusters Score -3712083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3712091.000000 Penalty: 3450.047363
	Iteration 34Q: 3 clusters Score -3712091 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3712092.250000 Penalty: 3450.047363
	Iteration 35Q: 3 clusters Score -3712092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3712094.500000 Penalty: 3450.047363
	Iteration 36Q: 3 clusters Score -3712094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3712096.750000 Penalty: 3450.047363
	Iteration 37Q: 3 clusters Score -3712097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3712096.750000 Penalty: 3450.047363
	Iteration 38Q: 3 clusters Score -3712097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3712094.250000 Penalty: 3450.047363
	Iteration 39Q: 3 clusters Score -3712094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3712094.250000 Penalty: 3450.047363
	Iteration 40F: 3 clusters Score -3712094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3712097.750000 Penalty: 3450.047363
	Iteration 41Q: 3 clusters Score -3712098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3712100.750000 Penalty: 3450.047363
	Iteration 42Q: 3 clusters Score -3712101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3712099.250000 Penalty: 3450.047363
	Iteration 43Q: 3 clusters Score -3712099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3712099.250000 Penalty: 3450.047363
	Iteration 44F: 3 clusters Score -3712099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Entering Unmasked Estep 
Score: -657172.562500 Penalty: 1445.227905
	Iteration 0F: 2 clusters Score -657172.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -651774.875000 Penalty: 2890.455811
	Iteration 0F: 3 clusters Score -651774.9 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -653344.750000 Penalty: 2890.455811
	Iteration 1F: 3 clusters Score -653344.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -653580.125000 Penalty: 2890.455811
	Iteration 2F: 3 clusters Score -653580.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -653804.937500 Penalty: 2890.455811
	Iteration 3F: 3 clusters Score -653804.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -654039.937500 Penalty: 2890.455811
	Iteration 4F: 3 clusters Score -654039.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -654311.562500 Penalty: 2890.455811
	Iteration 5F: 3 clusters Score -654311.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -654606.750000 Penalty: 2890.455811
	Iteration 6F: 3 clusters Score -654606.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -654891.562500 Penalty: 2890.455811
	Iteration 7F: 3 clusters Score -654891.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -655151.687500 Penalty: 2890.455811
	Iteration 8F: 3 clusters Score -655151.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -655380.250000 Penalty: 2890.455811
	Iteration 9Q: 3 clusters Score -655380.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -655596.750000 Penalty: 2890.455811
	Iteration 10Q: 3 clusters Score -655596.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -655826.375000 Penalty: 2890.455811
	Iteration 11Q: 3 clusters Score -655826.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -656030.500000 Penalty: 2890.455811
	Iteration 12Q: 3 clusters Score -656030.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -656137.000000 Penalty: 2890.455811
	Iteration 13Q: 3 clusters Score -656137 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -656187.000000 Penalty: 2890.455811
	Iteration 14Q: 3 clusters Score -656187 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -656211.250000 Penalty: 2890.455811
	Iteration 15Q: 3 clusters Score -656211.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -656226.187500 Penalty: 2890.455811
	Iteration 16Q: 3 clusters Score -656226.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -656233.375000 Penalty: 2890.455811
	Iteration 17Q: 3 clusters Score -656233.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -656239.937500 Penalty: 2890.455811
	Iteration 18Q: 3 clusters Score -656239.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -656245.750000 Penalty: 2890.455811
	Iteration 19Q: 3 clusters Score -656245.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -656251.000000 Penalty: 2890.455811
	Iteration 20F: 3 clusters Score -656251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -656252.000000 Penalty: 2890.455811
	Iteration 21Q: 3 clusters Score -656252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -656253.937500 Penalty: 2890.455811
	Iteration 22Q: 3 clusters Score -656253.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -656256.562500 Penalty: 2890.455811
	Iteration 23Q: 3 clusters Score -656256.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -656255.937500 Penalty: 2890.455811
	Iteration 24Q: 3 clusters Score -656255.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -656257.625000 Penalty: 2890.455811
	Iteration 25Q: 3 clusters Score -656257.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -656259.375000 Penalty: 2890.455811
	Iteration 26Q: 3 clusters Score -656259.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -656260.812500 Penalty: 2890.455811
	Iteration 27Q: 3 clusters Score -656260.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -656261.500000 Penalty: 2890.455811
	Iteration 28Q: 3 clusters Score -656261.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -656263.000000 Penalty: 2890.455811
	Iteration 29Q: 3 clusters Score -656263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -656261.812500 Penalty: 2890.455811
	Iteration 30Q: 3 clusters Score -656261.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -656261.750000 Penalty: 2890.455811
	Iteration 31Q: 3 clusters Score -656261.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -656263.312500 Penalty: 2890.455811
	Iteration 32Q: 3 clusters Score -656263.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -656263.312500 Penalty: 2890.455811
	Iteration 33F: 3 clusters Score -656263.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Entering Unmasked Estep 
Score: -96812.335938 Penalty: 1145.926514
	Iteration 0F: 2 clusters Score -96812.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -95309.296875 Penalty: 2291.853027
	Iteration 0F: 3 clusters Score -95309.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -95592.250000 Penalty: 2291.853027
	Iteration 1F: 3 clusters Score -95592.25 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -95666.882812 Penalty: 2291.853027
	Iteration 2F: 3 clusters Score -95666.88 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -95730.609375 Penalty: 2291.853027
	Iteration 3Q: 3 clusters Score -95730.61 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -95776.468750 Penalty: 2291.853027
	Iteration 4Q: 3 clusters Score -95776.47 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -95806.914062 Penalty: 2291.853027
	Iteration 5Q: 3 clusters Score -95806.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -95830.507812 Penalty: 2291.853027
	Iteration 6Q: 3 clusters Score -95830.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -95857.406250 Penalty: 2291.853027
	Iteration 7Q: 3 clusters Score -95857.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -95882.476562 Penalty: 2291.853027
	Iteration 8Q: 3 clusters Score -95882.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -95907.117188 Penalty: 2291.853027
	Iteration 9Q: 3 clusters Score -95907.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -95941.523438 Penalty: 2291.853027
	Iteration 10Q: 3 clusters Score -95941.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -95976.609375 Penalty: 2291.853027
	Iteration 11Q: 3 clusters Score -95976.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -96004.187500 Penalty: 2291.853027
	Iteration 12Q: 3 clusters Score -96004.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -96022.859375 Penalty: 2291.853027
	Iteration 13Q: 3 clusters Score -96022.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -96042.453125 Penalty: 2291.853027
	Iteration 14Q: 3 clusters Score -96042.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -96075.320312 Penalty: 2291.853027
	Iteration 15Q: 3 clusters Score -96075.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -96129.710938 Penalty: 2291.853027
	Iteration 16Q: 3 clusters Score -96129.71 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -96170.250000 Penalty: 2291.853027
	Iteration 17Q: 3 clusters Score -96170.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -96195.164062 Penalty: 2291.853027
	Iteration 18Q: 3 clusters Score -96195.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -96220.414062 Penalty: 2291.853027
	Iteration 19Q: 3 clusters Score -96220.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -96241.562500 Penalty: 2291.853027
	Iteration 20F: 3 clusters Score -96241.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -96261.953125 Penalty: 2291.853027
	Iteration 21Q: 3 clusters Score -96261.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -96274.625000 Penalty: 2291.853027
	Iteration 22Q: 3 clusters Score -96274.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -96284.375000 Penalty: 2291.853027
	Iteration 23Q: 3 clusters Score -96284.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -96285.593750 Penalty: 2291.853027
	Iteration 24Q: 3 clusters Score -96285.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -96287.414062 Penalty: 2291.853027
	Iteration 25Q: 3 clusters Score -96287.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -96288.375000 Penalty: 2291.853027
	Iteration 26Q: 3 clusters Score -96288.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -96288.375000 Penalty: 2291.853027
	Iteration 27F: 3 clusters Score -96288.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Entering Unmasked Estep 
Score: -646630.062500 Penalty: 1444.535034
	Iteration 0F: 2 clusters Score -646630.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -641088.125000 Penalty: 2889.070068
	Iteration 0F: 3 clusters Score -641088.1 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -642932.062500 Penalty: 2889.070068
	Iteration 1F: 3 clusters Score -642932.1 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -643371.062500 Penalty: 2889.070068
	Iteration 2F: 3 clusters Score -643371.1 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -643803.937500 Penalty: 2889.070068
	Iteration 3F: 3 clusters Score -643803.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -644219.687500 Penalty: 2889.070068
	Iteration 4F: 3 clusters Score -644219.7 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -644537.750000 Penalty: 2889.070068
	Iteration 5F: 3 clusters Score -644537.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -644791.875000 Penalty: 2889.070068
	Iteration 6F: 3 clusters Score -644791.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -644941.187500 Penalty: 2889.070068
	Iteration 7Q: 3 clusters Score -644941.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -645022.750000 Penalty: 2889.070068
	Iteration 8Q: 3 clusters Score -645022.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -645092.062500 Penalty: 2889.070068
	Iteration 9Q: 3 clusters Score -645092.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -645146.000000 Penalty: 2889.070068
	Iteration 10Q: 3 clusters Score -645146 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -645184.937500 Penalty: 2889.070068
	Iteration 11Q: 3 clusters Score -645184.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -645209.625000 Penalty: 2889.070068
	Iteration 12Q: 3 clusters Score -645209.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -645231.125000 Penalty: 2889.070068
	Iteration 13Q: 3 clusters Score -645231.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -645251.000000 Penalty: 2889.070068
	Iteration 14Q: 3 clusters Score -645251 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -645270.562500 Penalty: 2889.070068
	Iteration 15Q: 3 clusters Score -645270.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -645291.750000 Penalty: 2889.070068
	Iteration 16Q: 3 clusters Score -645291.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -645315.375000 Penalty: 2889.070068
	Iteration 17Q: 3 clusters Score -645315.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -645333.812500 Penalty: 2889.070068
	Iteration 18Q: 3 clusters Score -645333.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -645346.625000 Penalty: 2889.070068
	Iteration 19Q: 3 clusters Score -645346.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -645357.000000 Penalty: 2889.070068
	Iteration 20F: 3 clusters Score -645357 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -645367.562500 Penalty: 2889.070068
	Iteration 21Q: 3 clusters Score -645367.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -645375.875000 Penalty: 2889.070068
	Iteration 22Q: 3 clusters Score -645375.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -645383.250000 Penalty: 2889.070068
	Iteration 23Q: 3 clusters Score -645383.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -645389.500000 Penalty: 2889.070068
	Iteration 24Q: 3 clusters Score -645389.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -645395.000000 Penalty: 2889.070068
	Iteration 25Q: 3 clusters Score -645395 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -645400.062500 Penalty: 2889.070068
	Iteration 26Q: 3 clusters Score -645400.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -645403.875000 Penalty: 2889.070068
	Iteration 27Q: 3 clusters Score -645403.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -645409.687500 Penalty: 2889.070068
	Iteration 28Q: 3 clusters Score -645409.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -645411.937500 Penalty: 2889.070068
	Iteration 29Q: 3 clusters Score -645411.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -645415.312500 Penalty: 2889.070068
	Iteration 30Q: 3 clusters Score -645415.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -645418.000000 Penalty: 2889.070068
	Iteration 31Q: 3 clusters Score -645418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -645424.125000 Penalty: 2889.070068
	Iteration 32Q: 3 clusters Score -645424.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -645429.687500 Penalty: 2889.070068
	Iteration 33Q: 3 clusters Score -645429.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -645430.000000 Penalty: 2889.070068
	Iteration 34Q: 3 clusters Score -645430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -645430.625000 Penalty: 2889.070068
	Iteration 35Q: 3 clusters Score -645430.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -645431.875000 Penalty: 2889.070068
	Iteration 36Q: 3 clusters Score -645431.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -645433.812500 Penalty: 2889.070068
	Iteration 37Q: 3 clusters Score -645433.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -645435.625000 Penalty: 2889.070068
	Iteration 38Q: 3 clusters Score -645435.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -645435.812500 Penalty: 2889.070068
	Iteration 39Q: 3 clusters Score -645435.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -645437.312500 Penalty: 2889.070068
	Iteration 40F: 3 clusters Score -645437.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -645437.937500 Penalty: 2889.070068
	Iteration 41Q: 3 clusters Score -645437.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -645439.062500 Penalty: 2889.070068
	Iteration 42Q: 3 clusters Score -645439.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -645439.875000 Penalty: 2889.070068
	Iteration 43Q: 3 clusters Score -645439.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -645440.625000 Penalty: 2889.070068
	Iteration 44Q: 3 clusters Score -645440.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -645441.875000 Penalty: 2889.070068
	Iteration 45Q: 3 clusters Score -645441.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -645441.187500 Penalty: 2889.070068
	Iteration 46Q: 3 clusters Score -645441.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -645442.125000 Penalty: 2889.070068
	Iteration 47Q: 3 clusters Score -645442.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -645442.000000 Penalty: 2889.070068
	Iteration 48Q: 3 clusters Score -645442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -645442.000000 Penalty: 2889.070068
	Iteration 49F: 3 clusters Score -645442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Entering Unmasked Estep 
Score: -704442.125000 Penalty: 1460.480347
	Iteration 0F: 2 clusters Score -704442.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -698540.875000 Penalty: 2920.960693
	Iteration 0F: 3 clusters Score -698540.9 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -700428.625000 Penalty: 2920.960693
	Iteration 1F: 3 clusters Score -700428.6 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -700919.750000 Penalty: 2920.960693
	Iteration 2F: 3 clusters Score -700919.8 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -701433.062500 Penalty: 2920.960693
	Iteration 3F: 3 clusters Score -701433.1 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -702022.750000 Penalty: 2920.960693
	Iteration 4F: 3 clusters Score -702022.8 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -702623.625000 Penalty: 2920.960693
	Iteration 5F: 3 clusters Score -702623.6 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -703135.000000 Penalty: 2920.960693
	Iteration 6F: 3 clusters Score -703135 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -703451.187500 Penalty: 2920.960693
	Iteration 7Q: 3 clusters Score -703451.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -703659.062500 Penalty: 2920.960693
	Iteration 8Q: 3 clusters Score -703659.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -703797.312500 Penalty: 2920.960693
	Iteration 9Q: 3 clusters Score -703797.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -703891.687500 Penalty: 2920.960693
	Iteration 10Q: 3 clusters Score -703891.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -703968.625000 Penalty: 2920.960693
	Iteration 11Q: 3 clusters Score -703968.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -704013.500000 Penalty: 2920.960693
	Iteration 12Q: 3 clusters Score -704013.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -704052.375000 Penalty: 2920.960693
	Iteration 13Q: 3 clusters Score -704052.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -704086.312500 Penalty: 2920.960693
	Iteration 14Q: 3 clusters Score -704086.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -704104.812500 Penalty: 2920.960693
	Iteration 15Q: 3 clusters Score -704104.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -704119.062500 Penalty: 2920.960693
	Iteration 16Q: 3 clusters Score -704119.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -704123.312500 Penalty: 2920.960693
	Iteration 17Q: 3 clusters Score -704123.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -704133.750000 Penalty: 2920.960693
	Iteration 18Q: 3 clusters Score -704133.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -704143.437500 Penalty: 2920.960693
	Iteration 19Q: 3 clusters Score -704143.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -704149.500000 Penalty: 2920.960693
	Iteration 20F: 3 clusters Score -704149.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -704156.500000 Penalty: 2920.960693
	Iteration 21Q: 3 clusters Score -704156.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -704161.937500 Penalty: 2920.960693
	Iteration 22Q: 3 clusters Score -704161.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -704167.625000 Penalty: 2920.960693
	Iteration 23Q: 3 clusters Score -704167.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -704171.625000 Penalty: 2920.960693
	Iteration 24Q: 3 clusters Score -704171.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -704175.437500 Penalty: 2920.960693
	Iteration 25Q: 3 clusters Score -704175.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -704178.562500 Penalty: 2920.960693
	Iteration 26Q: 3 clusters Score -704178.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -704180.875000 Penalty: 2920.960693
	Iteration 27Q: 3 clusters Score -704180.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -704182.562500 Penalty: 2920.960693
	Iteration 28Q: 3 clusters Score -704182.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -704185.625000 Penalty: 2920.960693
	Iteration 29Q: 3 clusters Score -704185.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -704193.625000 Penalty: 2920.960693
	Iteration 30Q: 3 clusters Score -704193.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -704195.062500 Penalty: 2920.960693
	Iteration 31Q: 3 clusters Score -704195.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -704198.437500 Penalty: 2920.960693
	Iteration 32Q: 3 clusters Score -704198.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -704200.187500 Penalty: 2920.960693
	Iteration 33Q: 3 clusters Score -704200.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -704202.062500 Penalty: 2920.960693
	Iteration 34Q: 3 clusters Score -704202.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -704204.437500 Penalty: 2920.960693
	Iteration 35Q: 3 clusters Score -704204.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -704206.750000 Penalty: 2920.960693
	Iteration 36Q: 3 clusters Score -704206.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -704207.562500 Penalty: 2920.960693
	Iteration 37Q: 3 clusters Score -704207.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -704207.812500 Penalty: 2920.960693
	Iteration 38Q: 3 clusters Score -704207.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -704208.125000 Penalty: 2920.960693
	Iteration 39Q: 3 clusters Score -704208.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -704209.500000 Penalty: 2920.960693
	Iteration 40F: 3 clusters Score -704209.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -704212.000000 Penalty: 2920.960693
	Iteration 41Q: 3 clusters Score -704212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -704214.375000 Penalty: 2920.960693
	Iteration 42Q: 3 clusters Score -704214.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -704215.125000 Penalty: 2920.960693
	Iteration 43Q: 3 clusters Score -704215.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -704215.625000 Penalty: 2920.960693
	Iteration 44Q: 3 clusters Score -704215.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -704215.750000 Penalty: 2920.960693
	Iteration 45Q: 3 clusters Score -704215.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -704216.562500 Penalty: 2920.960693
	Iteration 46Q: 3 clusters Score -704216.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -704216.812500 Penalty: 2920.960693
	Iteration 47Q: 3 clusters Score -704216.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -704217.875000 Penalty: 2920.960693
	Iteration 48Q: 3 clusters Score -704217.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -704219.125000 Penalty: 2920.960693
	Iteration 49Q: 3 clusters Score -704219.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -704220.125000 Penalty: 2920.960693
	Iteration 50Q: 3 clusters Score -704220.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -704219.937500 Penalty: 2920.960693
	Iteration 51Q: 3 clusters Score -704219.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -704219.937500 Penalty: 2920.960693
	Iteration 52F: 3 clusters Score -704219.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (59474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59474 members 
Entering Unmasked Estep 
Score: -5481634.500000 Penalty: 1786.410400
	Iteration 0F: 2 clusters Score -5481634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -5442139.000000 Penalty: 3572.820801
	Iteration 0F: 3 clusters Score -5442139 nChanged 27940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -5457700.000000 Penalty: 3572.820801
	Iteration 1F: 3 clusters Score -5457700 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -5458150.500000 Penalty: 3572.820801
	Iteration 2Q: 3 clusters Score -5458150 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -5458692.000000 Penalty: 3572.820801
	Iteration 3Q: 3 clusters Score -5458692 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -5459474.000000 Penalty: 3572.820801
	Iteration 4Q: 3 clusters Score -5459474 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -5460677.500000 Penalty: 3572.820801
	Iteration 5Q: 3 clusters Score -5460678 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -5462633.000000 Penalty: 3572.820801
	Iteration 6F: 3 clusters Score -5462633 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 43403 members 
Entering Unmasked Estep 
Score: -5465578.500000 Penalty: 3572.820801
	Iteration 7F: 3 clusters Score -5465578 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 47921 members 
Entering Unmasked Estep 
Score: -5469213.000000 Penalty: 3572.820801
	Iteration 8F: 3 clusters Score -5469213 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 52211 members 
Entering Unmasked Estep 
Score: -5473048.000000 Penalty: 3572.820801
	Iteration 9F: 3 clusters Score -5473048 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
Score: -5476338.000000 Penalty: 3572.820801
	Iteration 10F: 3 clusters Score -5476338 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 57764 members 
Entering Unmasked Estep 
Score: -5478476.500000 Penalty: 3572.820801
	Iteration 11Q: 3 clusters Score -5478476 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 58763 members 
Entering Unmasked Estep 
Score: -5479471.500000 Penalty: 3572.820801
	Iteration 12Q: 3 clusters Score -5479472 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 59104 members 
Entering Unmasked Estep 
Score: -5479836.500000 Penalty: 3572.820801
	Iteration 13Q: 3 clusters Score -5479836 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 59205 members 
Entering Unmasked Estep 
Score: -5479962.000000 Penalty: 3572.820801
	Iteration 14Q: 3 clusters Score -5479962 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 59240 members 
Entering Unmasked Estep 
Score: -5480024.000000 Penalty: 3572.820801
	Iteration 15Q: 3 clusters Score -5480024 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 59259 members 
Entering Unmasked Estep 
Score: -5480059.500000 Penalty: 3572.820801
	Iteration 16Q: 3 clusters Score -5480060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 59269 members 
Entering Unmasked Estep 
Score: -5480089.500000 Penalty: 3572.820801
	Iteration 17Q: 3 clusters Score -5480090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 59269 members 
Entering Unmasked Estep 
Score: -5480107.500000 Penalty: 3572.820801
	Iteration 18Q: 3 clusters Score -5480108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 59268 members 
Entering Unmasked Estep 
Score: -5480120.000000 Penalty: 3572.820801
	Iteration 19Q: 3 clusters Score -5480120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 59271 members 
Entering Unmasked Estep 
Score: -5480125.500000 Penalty: 3572.820801
	Iteration 20F: 3 clusters Score -5480126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 59275 members 
Entering Unmasked Estep 
Score: -5480126.500000 Penalty: 3572.820801
	Iteration 21Q: 3 clusters Score -5480126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 59276 members 
Entering Unmasked Estep 
Score: -5480124.500000 Penalty: 3572.820801
	Iteration 22Q: 3 clusters Score -5480124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 59275 members 
Entering Unmasked Estep 
Score: -5480124.000000 Penalty: 3572.820801
	Iteration 23Q: 3 clusters Score -5480124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 59274 members 
Entering Unmasked Estep 
Score: -5480124.500000 Penalty: 3572.820801
	Iteration 24Q: 3 clusters Score -5480124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 59274 members 
Entering Unmasked Estep 
Score: -5480124.500000 Penalty: 3572.820801
	Iteration 25F: 3 clusters Score -5480124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Entering Unmasked Estep 
Score: -176031.187500 Penalty: 1240.501221
	Iteration 0F: 2 clusters Score -176031.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -173902.125000 Penalty: 2481.002441
	Iteration 0F: 3 clusters Score -173902.1 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -174446.375000 Penalty: 2481.002441
	Iteration 1F: 3 clusters Score -174446.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -174647.000000 Penalty: 2481.002441
	Iteration 2F: 3 clusters Score -174647 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -174845.515625 Penalty: 2481.002441
	Iteration 3F: 3 clusters Score -174845.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -175086.671875 Penalty: 2481.002441
	Iteration 4F: 3 clusters Score -175086.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -175351.515625 Penalty: 2481.002441
	Iteration 5F: 3 clusters Score -175351.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -175580.046875 Penalty: 2481.002441
	Iteration 6F: 3 clusters Score -175580 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -175793.671875 Penalty: 2481.002441
	Iteration 7F: 3 clusters Score -175793.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -176041.875000 Penalty: 2481.002441
	Iteration 8F: 3 clusters Score -176041.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -176164.578125 Penalty: 2481.002441
	Iteration 9Q: 3 clusters Score -176164.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -176191.890625 Penalty: 2481.002441
	Iteration 10Q: 3 clusters Score -176191.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -176200.718750 Penalty: 2481.002441
	Iteration 11Q: 3 clusters Score -176200.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -176203.062500 Penalty: 2481.002441
	Iteration 12Q: 3 clusters Score -176203.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -176204.671875 Penalty: 2481.002441
	Iteration 13Q: 3 clusters Score -176204.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -176205.343750 Penalty: 2481.002441
	Iteration 14Q: 3 clusters Score -176205.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -176205.281250 Penalty: 2481.002441
	Iteration 15Q: 3 clusters Score -176205.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -176205.281250 Penalty: 2481.002441
	Iteration 16F: 3 clusters Score -176205.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51290 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10455 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 7 contains 27385 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14471 members 
Mstep: Class 10 contains 72025 members 
Mstep: Class 11 contains 24946 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 124878 members 
Mstep: Class 14 contains 115400 members 
Mstep: Class 15 contains 59365 members 
Mstep: Class 16 contains 18498 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40763 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 8003 members 
Mstep: Class 23 contains 59474 members 
Mstep: Class 24 contains 782 members 
Mstep: Class 25 contains 8722 members 
Mstep: Class 26 contains 63792 members 
Mstep: Class 27 contains 1783 members 
Mstep: Class 28 contains 20684 members 
Mstep: Class 29 contains 76524 members 
Mstep: Class 30 contains 4240 members 
Mstep: Class 31 contains 1080 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16881 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3137 members 
Mstep: Class 37 contains 3834 members 
Mstep: Class 38 contains 1036 members 
Mstep: Class 39 contains 13110 members 
Mstep: Class 40 contains 1313 members 
Mstep: Class 41 contains 1285 members 
Entering Unmasked Estep 
Score: -84463088.000000 Penalty: 91762.257812
Splitting cluster 24 changes total score from -84463912.000000 to -84463088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (8722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Entering Unmasked Estep 
Score: -730817.062500 Penalty: 1474.460571
	Iteration 0F: 2 clusters Score -730817.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -724412.687500 Penalty: 2948.921143
	Iteration 0F: 3 clusters Score -724412.7 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -726562.562500 Penalty: 2948.921143
	Iteration 1F: 3 clusters Score -726562.6 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -726918.000000 Penalty: 2948.921143
	Iteration 2F: 3 clusters Score -726918 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -727241.187500 Penalty: 2948.921143
	Iteration 3F: 3 clusters Score -727241.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -727495.000000 Penalty: 2948.921143
	Iteration 4F: 3 clusters Score -727495 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -727692.625000 Penalty: 2948.921143
	Iteration 5Q: 3 clusters Score -727692.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -727847.875000 Penalty: 2948.921143
	Iteration 6Q: 3 clusters Score -727847.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -727989.187500 Penalty: 2948.921143
	Iteration 7Q: 3 clusters Score -727989.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -728140.437500 Penalty: 2948.921143
	Iteration 8Q: 3 clusters Score -728140.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -728269.250000 Penalty: 2948.921143
	Iteration 9Q: 3 clusters Score -728269.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -728377.500000 Penalty: 2948.921143
	Iteration 10Q: 3 clusters Score -728377.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -728469.187500 Penalty: 2948.921143
	Iteration 11Q: 3 clusters Score -728469.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -728526.562500 Penalty: 2948.921143
	Iteration 12Q: 3 clusters Score -728526.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -728587.375000 Penalty: 2948.921143
	Iteration 13Q: 3 clusters Score -728587.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -728639.937500 Penalty: 2948.921143
	Iteration 14Q: 3 clusters Score -728639.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -728679.875000 Penalty: 2948.921143
	Iteration 15Q: 3 clusters Score -728679.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -728718.250000 Penalty: 2948.921143
	Iteration 16Q: 3 clusters Score -728718.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -728752.875000 Penalty: 2948.921143
	Iteration 17Q: 3 clusters Score -728752.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -728788.750000 Penalty: 2948.921143
	Iteration 18Q: 3 clusters Score -728788.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -728833.312500 Penalty: 2948.921143
	Iteration 19Q: 3 clusters Score -728833.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -728868.375000 Penalty: 2948.921143
	Iteration 20F: 3 clusters Score -728868.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -728901.750000 Penalty: 2948.921143
	Iteration 21Q: 3 clusters Score -728901.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -728931.625000 Penalty: 2948.921143
	Iteration 22Q: 3 clusters Score -728931.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -728956.250000 Penalty: 2948.921143
	Iteration 23Q: 3 clusters Score -728956.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -728982.437500 Penalty: 2948.921143
	Iteration 24Q: 3 clusters Score -728982.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -729002.187500 Penalty: 2948.921143
	Iteration 25Q: 3 clusters Score -729002.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -729015.500000 Penalty: 2948.921143
	Iteration 26Q: 3 clusters Score -729015.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -729031.750000 Penalty: 2948.921143
	Iteration 27Q: 3 clusters Score -729031.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -729043.000000 Penalty: 2948.921143
	Iteration 28Q: 3 clusters Score -729043 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -729054.125000 Penalty: 2948.921143
	Iteration 29Q: 3 clusters Score -729054.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -729064.937500 Penalty: 2948.921143
	Iteration 30Q: 3 clusters Score -729064.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -729076.250000 Penalty: 2948.921143
	Iteration 31Q: 3 clusters Score -729076.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -729092.750000 Penalty: 2948.921143
	Iteration 32Q: 3 clusters Score -729092.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -729111.187500 Penalty: 2948.921143
	Iteration 33Q: 3 clusters Score -729111.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -729127.625000 Penalty: 2948.921143
	Iteration 34Q: 3 clusters Score -729127.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -729137.562500 Penalty: 2948.921143
	Iteration 35Q: 3 clusters Score -729137.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -729146.062500 Penalty: 2948.921143
	Iteration 36Q: 3 clusters Score -729146.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -729154.375000 Penalty: 2948.921143
	Iteration 37Q: 3 clusters Score -729154.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -729163.125000 Penalty: 2948.921143
	Iteration 38Q: 3 clusters Score -729163.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -729169.000000 Penalty: 2948.921143
	Iteration 39Q: 3 clusters Score -729169 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -729176.625000 Penalty: 2948.921143
	Iteration 40F: 3 clusters Score -729176.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -729180.875000 Penalty: 2948.921143
	Iteration 41Q: 3 clusters Score -729180.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -729188.437500 Penalty: 2948.921143
	Iteration 42Q: 3 clusters Score -729188.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -729198.437500 Penalty: 2948.921143
	Iteration 43Q: 3 clusters Score -729198.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -729204.500000 Penalty: 2948.921143
	Iteration 44Q: 3 clusters Score -729204.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -729210.125000 Penalty: 2948.921143
	Iteration 45Q: 3 clusters Score -729210.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -729216.000000 Penalty: 2948.921143
	Iteration 46Q: 3 clusters Score -729216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -729219.062500 Penalty: 2948.921143
	Iteration 47Q: 3 clusters Score -729219.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -729223.625000 Penalty: 2948.921143
	Iteration 48Q: 3 clusters Score -729223.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -729229.437500 Penalty: 2948.921143
	Iteration 49Q: 3 clusters Score -729229.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -729231.500000 Penalty: 2948.921143
	Iteration 50Q: 3 clusters Score -729231.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -729235.312500 Penalty: 2948.921143
	Iteration 51Q: 3 clusters Score -729235.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -729236.812500 Penalty: 2948.921143
	Iteration 52Q: 3 clusters Score -729236.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -729243.437500 Penalty: 2948.921143
	Iteration 53Q: 3 clusters Score -729243.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -729245.125000 Penalty: 2948.921143
	Iteration 54Q: 3 clusters Score -729245.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -729246.187500 Penalty: 2948.921143
	Iteration 55Q: 3 clusters Score -729246.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -729250.562500 Penalty: 2948.921143
	Iteration 56Q: 3 clusters Score -729250.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -729255.750000 Penalty: 2948.921143
	Iteration 57Q: 3 clusters Score -729255.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -729259.937500 Penalty: 2948.921143
	Iteration 58Q: 3 clusters Score -729259.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -729265.187500 Penalty: 2948.921143
	Iteration 59Q: 3 clusters Score -729265.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -729269.375000 Penalty: 2948.921143
	Iteration 60F: 3 clusters Score -729269.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -729273.687500 Penalty: 2948.921143
	Iteration 61Q: 3 clusters Score -729273.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -729276.625000 Penalty: 2948.921143
	Iteration 62Q: 3 clusters Score -729276.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -729280.812500 Penalty: 2948.921143
	Iteration 63Q: 3 clusters Score -729280.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -729287.437500 Penalty: 2948.921143
	Iteration 64Q: 3 clusters Score -729287.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -729290.375000 Penalty: 2948.921143
	Iteration 65Q: 3 clusters Score -729290.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -729295.562500 Penalty: 2948.921143
	Iteration 66Q: 3 clusters Score -729295.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -729303.312500 Penalty: 2948.921143
	Iteration 67Q: 3 clusters Score -729303.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -729316.562500 Penalty: 2948.921143
	Iteration 68Q: 3 clusters Score -729316.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -729327.250000 Penalty: 2948.921143
	Iteration 69Q: 3 clusters Score -729327.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -729339.000000 Penalty: 2948.921143
	Iteration 70Q: 3 clusters Score -729339 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -729345.000000 Penalty: 2948.921143
	Iteration 71Q: 3 clusters Score -729345 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -729348.125000 Penalty: 2948.921143
	Iteration 72Q: 3 clusters Score -729348.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -729359.187500 Penalty: 2948.921143
	Iteration 73Q: 3 clusters Score -729359.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -729371.562500 Penalty: 2948.921143
	Iteration 74Q: 3 clusters Score -729371.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -729384.250000 Penalty: 2948.921143
	Iteration 75Q: 3 clusters Score -729384.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -729397.750000 Penalty: 2948.921143
	Iteration 76Q: 3 clusters Score -729397.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -729412.687500 Penalty: 2948.921143
	Iteration 77Q: 3 clusters Score -729412.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -729425.375000 Penalty: 2948.921143
	Iteration 78Q: 3 clusters Score -729425.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -729435.437500 Penalty: 2948.921143
	Iteration 79Q: 3 clusters Score -729435.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -729446.750000 Penalty: 2948.921143
	Iteration 80F: 3 clusters Score -729446.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -729455.625000 Penalty: 2948.921143
	Iteration 81Q: 3 clusters Score -729455.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -729465.437500 Penalty: 2948.921143
	Iteration 82Q: 3 clusters Score -729465.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -729470.187500 Penalty: 2948.921143
	Iteration 83Q: 3 clusters Score -729470.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -729479.937500 Penalty: 2948.921143
	Iteration 84Q: 3 clusters Score -729479.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -729490.250000 Penalty: 2948.921143
	Iteration 85Q: 3 clusters Score -729490.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -729496.625000 Penalty: 2948.921143
	Iteration 86Q: 3 clusters Score -729496.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -729507.437500 Penalty: 2948.921143
	Iteration 87Q: 3 clusters Score -729507.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -729521.312500 Penalty: 2948.921143
	Iteration 88Q: 3 clusters Score -729521.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -729531.375000 Penalty: 2948.921143
	Iteration 89Q: 3 clusters Score -729531.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -729542.625000 Penalty: 2948.921143
	Iteration 90Q: 3 clusters Score -729542.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -729551.750000 Penalty: 2948.921143
	Iteration 91Q: 3 clusters Score -729551.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -729560.187500 Penalty: 2948.921143
	Iteration 92Q: 3 clusters Score -729560.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -729566.562500 Penalty: 2948.921143
	Iteration 93Q: 3 clusters Score -729566.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -729569.437500 Penalty: 2948.921143
	Iteration 94Q: 3 clusters Score -729569.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -729574.750000 Penalty: 2948.921143
	Iteration 95Q: 3 clusters Score -729574.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -729584.250000 Penalty: 2948.921143
	Iteration 96Q: 3 clusters Score -729584.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -729592.750000 Penalty: 2948.921143
	Iteration 97Q: 3 clusters Score -729592.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -729603.062500 Penalty: 2948.921143
	Iteration 98Q: 3 clusters Score -729603.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -729610.562500 Penalty: 2948.921143
	Iteration 99Q: 3 clusters Score -729610.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -729612.875000 Penalty: 2948.921143
	Iteration 100F: 3 clusters Score -729612.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -729614.375000 Penalty: 2948.921143
	Iteration 101Q: 3 clusters Score -729614.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -729617.500000 Penalty: 2948.921143
	Iteration 102Q: 3 clusters Score -729617.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -729618.062500 Penalty: 2948.921143
	Iteration 103Q: 3 clusters Score -729618.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -729617.375000 Penalty: 2948.921143
	Iteration 104Q: 3 clusters Score -729617.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -729617.937500 Penalty: 2948.921143
	Iteration 105Q: 3 clusters Score -729617.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -729618.500000 Penalty: 2948.921143
	Iteration 106Q: 3 clusters Score -729618.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -729618.500000 Penalty: 2948.921143
	Iteration 107Q: 3 clusters Score -729618.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -729621.312500 Penalty: 2948.921143
	Iteration 108Q: 3 clusters Score -729621.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -729620.687500 Penalty: 2948.921143
	Iteration 109Q: 3 clusters Score -729620.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -729621.375000 Penalty: 2948.921143
	Iteration 110Q: 3 clusters Score -729621.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -729622.750000 Penalty: 2948.921143
	Iteration 111Q: 3 clusters Score -729622.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -729622.375000 Penalty: 2948.921143
	Iteration 112Q: 3 clusters Score -729622.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -729624.000000 Penalty: 2948.921143
	Iteration 113Q: 3 clusters Score -729624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -729624.000000 Penalty: 2948.921143
	Iteration 114F: 3 clusters Score -729624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (63792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63792 members 
Entering Unmasked Estep 
Score: -5906318.500000 Penalty: 1797.799805
	Iteration 0F: 2 clusters Score -5906318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 31929 members 
Entering Unmasked Estep 
Score: -5863648.500000 Penalty: 3595.599609
	Iteration 0F: 3 clusters Score -5863648 nChanged 30074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -5880468.500000 Penalty: 3595.599609
	Iteration 1F: 3 clusters Score -5880468 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -5880925.500000 Penalty: 3595.599609
	Iteration 2Q: 3 clusters Score -5880926 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -5881400.000000 Penalty: 3595.599609
	Iteration 3Q: 3 clusters Score -5881400 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -5881859.000000 Penalty: 3595.599609
	Iteration 4Q: 3 clusters Score -5881859 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -5882411.000000 Penalty: 3595.599609
	Iteration 5Q: 3 clusters Score -5882411 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -5883015.500000 Penalty: 3595.599609
	Iteration 6Q: 3 clusters Score -5883016 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -5884005.500000 Penalty: 3595.599609
	Iteration 7Q: 3 clusters Score -5884006 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -5885407.000000 Penalty: 3595.599609
	Iteration 8Q: 3 clusters Score -5885407 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -5887548.000000 Penalty: 3595.599609
	Iteration 9F: 3 clusters Score -5887548 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -5890359.500000 Penalty: 3595.599609
	Iteration 10F: 3 clusters Score -5890360 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -5893166.000000 Penalty: 3595.599609
	Iteration 11F: 3 clusters Score -5893166 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -5894923.000000 Penalty: 3595.599609
	Iteration 12F: 3 clusters Score -5894923 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -5895771.000000 Penalty: 3595.599609
	Iteration 13Q: 3 clusters Score -5895771 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -5896231.000000 Penalty: 3595.599609
	Iteration 14Q: 3 clusters Score -5896231 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 44911 members 
Entering Unmasked Estep 
Score: -5896658.000000 Penalty: 3595.599609
	Iteration 15Q: 3 clusters Score -5896658 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -5897044.500000 Penalty: 3595.599609
	Iteration 16Q: 3 clusters Score -5897044 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 46938 members 
Entering Unmasked Estep 
Score: -5897383.500000 Penalty: 3595.599609
	Iteration 17Q: 3 clusters Score -5897384 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
Score: -5897725.500000 Penalty: 3595.599609
	Iteration 18Q: 3 clusters Score -5897726 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 48872 members 
Entering Unmasked Estep 
Score: -5898071.000000 Penalty: 3595.599609
	Iteration 19Q: 3 clusters Score -5898071 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 49868 members 
Entering Unmasked Estep 
Score: -5898446.000000 Penalty: 3595.599609
	Iteration 20F: 3 clusters Score -5898446 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 50864 members 
Entering Unmasked Estep 
Score: -5898836.500000 Penalty: 3595.599609
	Iteration 21Q: 3 clusters Score -5898836 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 51883 members 
Entering Unmasked Estep 
Score: -5899230.500000 Penalty: 3595.599609
	Iteration 22Q: 3 clusters Score -5899230 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 52908 members 
Entering Unmasked Estep 
Score: -5899650.000000 Penalty: 3595.599609
	Iteration 23Q: 3 clusters Score -5899650 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 53929 members 
Entering Unmasked Estep 
Score: -5900035.000000 Penalty: 3595.599609
	Iteration 24Q: 3 clusters Score -5900035 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 54901 members 
Entering Unmasked Estep 
Score: -5900456.500000 Penalty: 3595.599609
	Iteration 25Q: 3 clusters Score -5900456 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 55885 members 
Entering Unmasked Estep 
Score: -5900909.000000 Penalty: 3595.599609
	Iteration 26Q: 3 clusters Score -5900909 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 56827 members 
Entering Unmasked Estep 
Score: -5901369.000000 Penalty: 3595.599609
	Iteration 27Q: 3 clusters Score -5901369 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 57734 members 
Entering Unmasked Estep 
Score: -5901816.500000 Penalty: 3595.599609
	Iteration 28Q: 3 clusters Score -5901816 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 58540 members 
Entering Unmasked Estep 
Score: -5902211.500000 Penalty: 3595.599609
	Iteration 29Q: 3 clusters Score -5902212 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 59267 members 
Entering Unmasked Estep 
Score: -5902588.000000 Penalty: 3595.599609
	Iteration 30Q: 3 clusters Score -5902588 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 59933 members 
Entering Unmasked Estep 
Score: -5902932.000000 Penalty: 3595.599609
	Iteration 31Q: 3 clusters Score -5902932 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 60520 members 
Entering Unmasked Estep 
Score: -5903256.500000 Penalty: 3595.599609
	Iteration 32Q: 3 clusters Score -5903256 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 61064 members 
Entering Unmasked Estep 
Score: -5903557.500000 Penalty: 3595.599609
	Iteration 33Q: 3 clusters Score -5903558 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 61540 members 
Entering Unmasked Estep 
Score: -5903860.000000 Penalty: 3595.599609
	Iteration 34Q: 3 clusters Score -5903860 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 61908 members 
Entering Unmasked Estep 
Score: -5904073.500000 Penalty: 3595.599609
	Iteration 35Q: 3 clusters Score -5904074 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 62211 members 
Entering Unmasked Estep 
Score: -5904234.500000 Penalty: 3595.599609
	Iteration 36Q: 3 clusters Score -5904234 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 62424 members 
Entering Unmasked Estep 
Score: -5904359.000000 Penalty: 3595.599609
	Iteration 37Q: 3 clusters Score -5904359 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 62607 members 
Entering Unmasked Estep 
Score: -5904466.500000 Penalty: 3595.599609
	Iteration 38Q: 3 clusters Score -5904466 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 62754 members 
Entering Unmasked Estep 
Score: -5904537.000000 Penalty: 3595.599609
	Iteration 39Q: 3 clusters Score -5904537 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 62870 members 
Entering Unmasked Estep 
Score: -5904620.500000 Penalty: 3595.599609
	Iteration 40F: 3 clusters Score -5904620 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 62948 members 
Entering Unmasked Estep 
Score: -5904644.500000 Penalty: 3595.599609
	Iteration 41Q: 3 clusters Score -5904644 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 63003 members 
Entering Unmasked Estep 
Score: -5904675.500000 Penalty: 3595.599609
	Iteration 42Q: 3 clusters Score -5904676 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 63052 members 
Entering Unmasked Estep 
Score: -5904695.000000 Penalty: 3595.599609
	Iteration 43Q: 3 clusters Score -5904695 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 63084 members 
Entering Unmasked Estep 
Score: -5904718.000000 Penalty: 3595.599609
	Iteration 44Q: 3 clusters Score -5904718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 63110 members 
Entering Unmasked Estep 
Score: -5904727.500000 Penalty: 3595.599609
	Iteration 45Q: 3 clusters Score -5904728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 63138 members 
Entering Unmasked Estep 
Score: -5904736.500000 Penalty: 3595.599609
	Iteration 46Q: 3 clusters Score -5904736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 63160 members 
Entering Unmasked Estep 
Score: -5904748.500000 Penalty: 3595.599609
	Iteration 47Q: 3 clusters Score -5904748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 63181 members 
Entering Unmasked Estep 
Score: -5904760.500000 Penalty: 3595.599609
	Iteration 48Q: 3 clusters Score -5904760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 63193 members 
Entering Unmasked Estep 
Score: -5904767.000000 Penalty: 3595.599609
	Iteration 49Q: 3 clusters Score -5904767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 63205 members 
Entering Unmasked Estep 
Score: -5904770.000000 Penalty: 3595.599609
	Iteration 50Q: 3 clusters Score -5904770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 63214 members 
Entering Unmasked Estep 
Score: -5904769.500000 Penalty: 3595.599609
	Iteration 51Q: 3 clusters Score -5904770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 63224 members 
Entering Unmasked Estep 
Score: -5904775.500000 Penalty: 3595.599609
	Iteration 52Q: 3 clusters Score -5904776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 63227 members 
Entering Unmasked Estep 
Score: -5904785.000000 Penalty: 3595.599609
	Iteration 53Q: 3 clusters Score -5904785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 63232 members 
Entering Unmasked Estep 
Score: -5904792.000000 Penalty: 3595.599609
	Iteration 54Q: 3 clusters Score -5904792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 63237 members 
Entering Unmasked Estep 
Score: -5904790.500000 Penalty: 3595.599609
	Iteration 55Q: 3 clusters Score -5904790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 63244 members 
Entering Unmasked Estep 
Score: -5904790.500000 Penalty: 3595.599609
	Iteration 56Q: 3 clusters Score -5904790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 63247 members 
Entering Unmasked Estep 
Score: -5904792.500000 Penalty: 3595.599609
	Iteration 57Q: 3 clusters Score -5904792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 63249 members 
Entering Unmasked Estep 
Score: -5904791.000000 Penalty: 3595.599609
	Iteration 58Q: 3 clusters Score -5904791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 63252 members 
Entering Unmasked Estep 
Score: -5904794.000000 Penalty: 3595.599609
	Iteration 59Q: 3 clusters Score -5904794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 63258 members 
Entering Unmasked Estep 
Score: -5904794.000000 Penalty: 3595.599609
	Iteration 60F: 3 clusters Score -5904794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 63261 members 
Entering Unmasked Estep 
Score: -5904794.500000 Penalty: 3595.599609
	Iteration 61Q: 3 clusters Score -5904794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 63263 members 
Entering Unmasked Estep 
Score: -5904797.000000 Penalty: 3595.599609
	Iteration 62Q: 3 clusters Score -5904797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 63265 members 
Entering Unmasked Estep 
Score: -5904797.500000 Penalty: 3595.599609
	Iteration 63Q: 3 clusters Score -5904798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 63265 members 
Entering Unmasked Estep 
Score: -5904797.500000 Penalty: 3595.599609
	Iteration 64F: 3 clusters Score -5904798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Entering Unmasked Estep 
Score: -126637.976562 Penalty: 1216.483521
	Iteration 0F: 2 clusters Score -126638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -124713.875000 Penalty: 2432.967041
	Iteration 0F: 3 clusters Score -124713.9 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -125261.812500 Penalty: 2432.967041
	Iteration 1F: 3 clusters Score -125261.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -125489.453125 Penalty: 2432.967041
	Iteration 2F: 3 clusters Score -125489.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -125646.851562 Penalty: 2432.967041
	Iteration 3F: 3 clusters Score -125646.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -125717.140625 Penalty: 2432.967041
	Iteration 4F: 3 clusters Score -125717.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -125760.726562 Penalty: 2432.967041
	Iteration 5Q: 3 clusters Score -125760.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -125789.835938 Penalty: 2432.967041
	Iteration 6Q: 3 clusters Score -125789.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -125818.578125 Penalty: 2432.967041
	Iteration 7Q: 3 clusters Score -125818.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -125840.421875 Penalty: 2432.967041
	Iteration 8Q: 3 clusters Score -125840.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -125856.046875 Penalty: 2432.967041
	Iteration 9Q: 3 clusters Score -125856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -125868.414062 Penalty: 2432.967041
	Iteration 10Q: 3 clusters Score -125868.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -125878.625000 Penalty: 2432.967041
	Iteration 11Q: 3 clusters Score -125878.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -125894.312500 Penalty: 2432.967041
	Iteration 12Q: 3 clusters Score -125894.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -125908.796875 Penalty: 2432.967041
	Iteration 13Q: 3 clusters Score -125908.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -125920.132812 Penalty: 2432.967041
	Iteration 14Q: 3 clusters Score -125920.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -125935.257812 Penalty: 2432.967041
	Iteration 15Q: 3 clusters Score -125935.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -125945.039062 Penalty: 2432.967041
	Iteration 16Q: 3 clusters Score -125945 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -125960.343750 Penalty: 2432.967041
	Iteration 17Q: 3 clusters Score -125960.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -125977.882812 Penalty: 2432.967041
	Iteration 18Q: 3 clusters Score -125977.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -126008.945312 Penalty: 2432.967041
	Iteration 19Q: 3 clusters Score -126008.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -126044.328125 Penalty: 2432.967041
	Iteration 20F: 3 clusters Score -126044.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -126082.578125 Penalty: 2432.967041
	Iteration 21Q: 3 clusters Score -126082.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -126107.742188 Penalty: 2432.967041
	Iteration 22Q: 3 clusters Score -126107.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -126128.109375 Penalty: 2432.967041
	Iteration 23Q: 3 clusters Score -126128.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -126137.500000 Penalty: 2432.967041
	Iteration 24Q: 3 clusters Score -126137.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -126141.140625 Penalty: 2432.967041
	Iteration 25Q: 3 clusters Score -126141.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -126142.609375 Penalty: 2432.967041
	Iteration 26Q: 3 clusters Score -126142.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -126143.914062 Penalty: 2432.967041
	Iteration 27Q: 3 clusters Score -126143.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -126145.718750 Penalty: 2432.967041
	Iteration 28Q: 3 clusters Score -126145.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -126147.453125 Penalty: 2432.967041
	Iteration 29Q: 3 clusters Score -126147.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -126148.757812 Penalty: 2432.967041
	Iteration 30Q: 3 clusters Score -126148.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -126148.757812 Penalty: 2432.967041
	Iteration 31F: 3 clusters Score -126148.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -1870275.375000 Penalty: 1614.781250
	Iteration 0F: 2 clusters Score -1870275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1856084.500000 Penalty: 3229.562500
	Iteration 0F: 3 clusters Score -1856084 nChanged 9447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1861378.125000 Penalty: 3229.562500
	Iteration 1F: 3 clusters Score -1861378 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1861859.375000 Penalty: 3229.562500
	Iteration 2F: 3 clusters Score -1861859 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1862328.000000 Penalty: 3229.562500
	Iteration 3F: 3 clusters Score -1862328 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1862812.750000 Penalty: 3229.562500
	Iteration 4F: 3 clusters Score -1862813 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1863294.125000 Penalty: 3229.562500
	Iteration 5Q: 3 clusters Score -1863294 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1863815.250000 Penalty: 3229.562500
	Iteration 6Q: 3 clusters Score -1863815 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1864363.875000 Penalty: 3229.562500
	Iteration 7Q: 3 clusters Score -1864364 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1864987.750000 Penalty: 3229.562500
	Iteration 8F: 3 clusters Score -1864988 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1865686.625000 Penalty: 3229.562500
	Iteration 9F: 3 clusters Score -1865687 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1866495.125000 Penalty: 3229.562500
	Iteration 10F: 3 clusters Score -1866495 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1867231.500000 Penalty: 3229.562500
	Iteration 11Q: 3 clusters Score -1867232 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1867814.625000 Penalty: 3229.562500
	Iteration 12Q: 3 clusters Score -1867815 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1868242.750000 Penalty: 3229.562500
	Iteration 13Q: 3 clusters Score -1868243 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1868524.750000 Penalty: 3229.562500
	Iteration 14Q: 3 clusters Score -1868525 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1868717.750000 Penalty: 3229.562500
	Iteration 15Q: 3 clusters Score -1868718 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1868854.000000 Penalty: 3229.562500
	Iteration 16Q: 3 clusters Score -1868854 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1868949.000000 Penalty: 3229.562500
	Iteration 17Q: 3 clusters Score -1868949 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1869033.375000 Penalty: 3229.562500
	Iteration 18Q: 3 clusters Score -1869033 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1869086.500000 Penalty: 3229.562500
	Iteration 19Q: 3 clusters Score -1869086 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1869124.375000 Penalty: 3229.562500
	Iteration 20F: 3 clusters Score -1869124 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1869156.250000 Penalty: 3229.562500
	Iteration 21Q: 3 clusters Score -1869156 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1869178.125000 Penalty: 3229.562500
	Iteration 22Q: 3 clusters Score -1869178 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1869197.750000 Penalty: 3229.562500
	Iteration 23Q: 3 clusters Score -1869198 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1869213.250000 Penalty: 3229.562500
	Iteration 24Q: 3 clusters Score -1869213 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1869231.500000 Penalty: 3229.562500
	Iteration 25Q: 3 clusters Score -1869232 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1869248.875000 Penalty: 3229.562500
	Iteration 26Q: 3 clusters Score -1869249 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1869259.250000 Penalty: 3229.562500
	Iteration 27Q: 3 clusters Score -1869259 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1869270.000000 Penalty: 3229.562500
	Iteration 28Q: 3 clusters Score -1869270 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1869285.875000 Penalty: 3229.562500
	Iteration 29Q: 3 clusters Score -1869286 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1869291.000000 Penalty: 3229.562500
	Iteration 30Q: 3 clusters Score -1869291 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1869296.750000 Penalty: 3229.562500
	Iteration 31Q: 3 clusters Score -1869297 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1869299.875000 Penalty: 3229.562500
	Iteration 32Q: 3 clusters Score -1869300 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1869303.375000 Penalty: 3229.562500
	Iteration 33Q: 3 clusters Score -1869303 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1869305.500000 Penalty: 3229.562500
	Iteration 34Q: 3 clusters Score -1869306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1869309.875000 Penalty: 3229.562500
	Iteration 35Q: 3 clusters Score -1869310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1869306.250000 Penalty: 3229.562500
	Iteration 36Q: 3 clusters Score -1869306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1869309.875000 Penalty: 3229.562500
	Iteration 37Q: 3 clusters Score -1869310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1869314.375000 Penalty: 3229.562500
	Iteration 38Q: 3 clusters Score -1869314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1869315.000000 Penalty: 3229.562500
	Iteration 39Q: 3 clusters Score -1869315 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1869321.375000 Penalty: 3229.562500
	Iteration 40F: 3 clusters Score -1869321 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1869329.625000 Penalty: 3229.562500
	Iteration 41Q: 3 clusters Score -1869330 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1869334.875000 Penalty: 3229.562500
	Iteration 42Q: 3 clusters Score -1869335 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1869337.000000 Penalty: 3229.562500
	Iteration 43Q: 3 clusters Score -1869337 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1869333.000000 Penalty: 3229.562500
	Iteration 44Q: 3 clusters Score -1869333 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1869337.500000 Penalty: 3229.562500
	Iteration 45Q: 3 clusters Score -1869338 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1869348.500000 Penalty: 3229.562500
	Iteration 46Q: 3 clusters Score -1869348 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1869353.375000 Penalty: 3229.562500
	Iteration 47Q: 3 clusters Score -1869353 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1869358.500000 Penalty: 3229.562500
	Iteration 48Q: 3 clusters Score -1869358 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1869367.875000 Penalty: 3229.562500
	Iteration 49Q: 3 clusters Score -1869368 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1869371.250000 Penalty: 3229.562500
	Iteration 50Q: 3 clusters Score -1869371 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1869386.375000 Penalty: 3229.562500
	Iteration 51Q: 3 clusters Score -1869386 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1869387.125000 Penalty: 3229.562500
	Iteration 52Q: 3 clusters Score -1869387 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1869396.375000 Penalty: 3229.562500
	Iteration 53Q: 3 clusters Score -1869396 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1869400.375000 Penalty: 3229.562500
	Iteration 54Q: 3 clusters Score -1869400 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1869408.500000 Penalty: 3229.562500
	Iteration 55Q: 3 clusters Score -1869408 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1869411.875000 Penalty: 3229.562500
	Iteration 56Q: 3 clusters Score -1869412 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1869420.000000 Penalty: 3229.562500
	Iteration 57Q: 3 clusters Score -1869420 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1869425.250000 Penalty: 3229.562500
	Iteration 58Q: 3 clusters Score -1869425 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1869432.125000 Penalty: 3229.562500
	Iteration 59Q: 3 clusters Score -1869432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1869435.250000 Penalty: 3229.562500
	Iteration 60F: 3 clusters Score -1869435 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1869433.875000 Penalty: 3229.562500
	Iteration 61Q: 3 clusters Score -1869434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1869442.250000 Penalty: 3229.562500
	Iteration 62Q: 3 clusters Score -1869442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1869440.500000 Penalty: 3229.562500
	Iteration 63Q: 3 clusters Score -1869440 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1869441.625000 Penalty: 3229.562500
	Iteration 64Q: 3 clusters Score -1869442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1869452.750000 Penalty: 3229.562500
	Iteration 65Q: 3 clusters Score -1869453 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1869451.375000 Penalty: 3229.562500
	Iteration 66Q: 3 clusters Score -1869451 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1869456.750000 Penalty: 3229.562500
	Iteration 67Q: 3 clusters Score -1869457 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1869459.125000 Penalty: 3229.562500
	Iteration 68Q: 3 clusters Score -1869459 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1869459.250000 Penalty: 3229.562500
	Iteration 69Q: 3 clusters Score -1869459 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1869466.375000 Penalty: 3229.562500
	Iteration 70Q: 3 clusters Score -1869466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1869474.500000 Penalty: 3229.562500
	Iteration 71Q: 3 clusters Score -1869474 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1869475.625000 Penalty: 3229.562500
	Iteration 72Q: 3 clusters Score -1869476 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1869480.750000 Penalty: 3229.562500
	Iteration 73Q: 3 clusters Score -1869481 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1869487.625000 Penalty: 3229.562500
	Iteration 74Q: 3 clusters Score -1869488 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1869488.375000 Penalty: 3229.562500
	Iteration 75Q: 3 clusters Score -1869488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1869493.875000 Penalty: 3229.562500
	Iteration 76Q: 3 clusters Score -1869494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1869491.750000 Penalty: 3229.562500
	Iteration 77Q: 3 clusters Score -1869492 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1869497.750000 Penalty: 3229.562500
	Iteration 78Q: 3 clusters Score -1869498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1869500.250000 Penalty: 3229.562500
	Iteration 79Q: 3 clusters Score -1869500 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1869508.000000 Penalty: 3229.562500
	Iteration 80F: 3 clusters Score -1869508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1869502.125000 Penalty: 3229.562500
	Iteration 81Q: 3 clusters Score -1869502 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1869508.375000 Penalty: 3229.562500
	Iteration 82Q: 3 clusters Score -1869508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1869511.000000 Penalty: 3229.562500
	Iteration 83Q: 3 clusters Score -1869511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1869514.500000 Penalty: 3229.562500
	Iteration 84Q: 3 clusters Score -1869514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1869514.875000 Penalty: 3229.562500
	Iteration 85Q: 3 clusters Score -1869515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1869513.625000 Penalty: 3229.562500
	Iteration 86Q: 3 clusters Score -1869514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1869513.625000 Penalty: 3229.562500
	Iteration 87Q: 3 clusters Score -1869514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1869511.875000 Penalty: 3229.562500
	Iteration 88Q: 3 clusters Score -1869512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1869513.625000 Penalty: 3229.562500
	Iteration 89Q: 3 clusters Score -1869514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1869521.000000 Penalty: 3229.562500
	Iteration 90Q: 3 clusters Score -1869521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1869520.000000 Penalty: 3229.562500
	Iteration 91Q: 3 clusters Score -1869520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1869524.875000 Penalty: 3229.562500
	Iteration 92Q: 3 clusters Score -1869525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1869521.000000 Penalty: 3229.562500
	Iteration 93Q: 3 clusters Score -1869521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1869524.750000 Penalty: 3229.562500
	Iteration 94Q: 3 clusters Score -1869525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1869522.000000 Penalty: 3229.562500
	Iteration 95Q: 3 clusters Score -1869522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1869524.000000 Penalty: 3229.562500
	Iteration 96Q: 3 clusters Score -1869524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1869521.250000 Penalty: 3229.562500
	Iteration 97Q: 3 clusters Score -1869521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1869521.250000 Penalty: 3229.562500
	Iteration 98F: 3 clusters Score -1869521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (76524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76524 members 
Entering Unmasked Estep 
Score: -7085528.500000 Penalty: 1827.370850
	Iteration 0F: 2 clusters Score -7085528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -7034151.500000 Penalty: 3654.741699
	Iteration 0F: 3 clusters Score -7034152 nChanged 36470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -7055142.500000 Penalty: 3654.741699
	Iteration 1F: 3 clusters Score -7055142 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -7055595.500000 Penalty: 3654.741699
	Iteration 2Q: 3 clusters Score -7055596 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -7056141.500000 Penalty: 3654.741699
	Iteration 3Q: 3 clusters Score -7056142 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -7056724.500000 Penalty: 3654.741699
	Iteration 4Q: 3 clusters Score -7056724 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -7057507.500000 Penalty: 3654.741699
	Iteration 5Q: 3 clusters Score -7057508 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -7058606.500000 Penalty: 3654.741699
	Iteration 6Q: 3 clusters Score -7058606 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49702 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -7060488.000000 Penalty: 3654.741699
	Iteration 7Q: 3 clusters Score -7060488 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54358 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -7063540.500000 Penalty: 3654.741699
	Iteration 8F: 3 clusters Score -7063540 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60104 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -7068137.500000 Penalty: 3654.741699
	Iteration 9F: 3 clusters Score -7068138 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66183 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -7073906.500000 Penalty: 3654.741699
	Iteration 10F: 3 clusters Score -7073906 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71162 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -7078972.000000 Penalty: 3654.741699
	Iteration 11F: 3 clusters Score -7078972 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74127 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -7081884.500000 Penalty: 3654.741699
	Iteration 12Q: 3 clusters Score -7081884 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75441 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -7083066.500000 Penalty: 3654.741699
	Iteration 13Q: 3 clusters Score -7083066 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75943 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -7083544.000000 Penalty: 3654.741699
	Iteration 14Q: 3 clusters Score -7083544 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76131 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -7083710.000000 Penalty: 3654.741699
	Iteration 15Q: 3 clusters Score -7083710 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76205 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7083796.500000 Penalty: 3654.741699
	Iteration 16Q: 3 clusters Score -7083796 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76241 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7083852.500000 Penalty: 3654.741699
	Iteration 17Q: 3 clusters Score -7083852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76265 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7083887.500000 Penalty: 3654.741699
	Iteration 18Q: 3 clusters Score -7083888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76282 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -7083913.000000 Penalty: 3654.741699
	Iteration 19Q: 3 clusters Score -7083913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76287 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7083919.500000 Penalty: 3654.741699
	Iteration 20F: 3 clusters Score -7083920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76294 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7083927.500000 Penalty: 3654.741699
	Iteration 21Q: 3 clusters Score -7083928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76298 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7083928.000000 Penalty: 3654.741699
	Iteration 22Q: 3 clusters Score -7083928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76302 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -7083932.500000 Penalty: 3654.741699
	Iteration 23Q: 3 clusters Score -7083932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76303 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -7083935.000000 Penalty: 3654.741699
	Iteration 24Q: 3 clusters Score -7083935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76303 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -7083935.000000 Penalty: 3654.741699
	Iteration 25F: 3 clusters Score -7083935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Entering Unmasked Estep 
Score: -361624.875000 Penalty: 1357.251831
	Iteration 0F: 2 clusters Score -361624.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -358051.343750 Penalty: 2714.503662
	Iteration 0F: 3 clusters Score -358051.3 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -359220.125000 Penalty: 2714.503662
	Iteration 1F: 3 clusters Score -359220.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -359883.187500 Penalty: 2714.503662
	Iteration 2F: 3 clusters Score -359883.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -360366.750000 Penalty: 2714.503662
	Iteration 3F: 3 clusters Score -360366.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -360678.156250 Penalty: 2714.503662
	Iteration 4F: 3 clusters Score -360678.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -360880.343750 Penalty: 2714.503662
	Iteration 5F: 3 clusters Score -360880.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -361005.406250 Penalty: 2714.503662
	Iteration 6Q: 3 clusters Score -361005.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -361102.750000 Penalty: 2714.503662
	Iteration 7Q: 3 clusters Score -361102.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -361180.093750 Penalty: 2714.503662
	Iteration 8Q: 3 clusters Score -361180.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -361273.312500 Penalty: 2714.503662
	Iteration 9Q: 3 clusters Score -361273.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -361383.875000 Penalty: 2714.503662
	Iteration 10Q: 3 clusters Score -361383.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -361524.093750 Penalty: 2714.503662
	Iteration 11Q: 3 clusters Score -361524.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -361701.750000 Penalty: 2714.503662
	Iteration 12Q: 3 clusters Score -361701.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -361872.375000 Penalty: 2714.503662
	Iteration 13Q: 3 clusters Score -361872.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -361972.343750 Penalty: 2714.503662
	Iteration 14Q: 3 clusters Score -361972.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -362015.781250 Penalty: 2714.503662
	Iteration 15Q: 3 clusters Score -362015.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -362039.125000 Penalty: 2714.503662
	Iteration 16Q: 3 clusters Score -362039.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -362053.875000 Penalty: 2714.503662
	Iteration 17Q: 3 clusters Score -362053.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -362061.218750 Penalty: 2714.503662
	Iteration 18Q: 3 clusters Score -362061.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -362063.593750 Penalty: 2714.503662
	Iteration 19Q: 3 clusters Score -362063.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -362064.093750 Penalty: 2714.503662
	Iteration 20F: 3 clusters Score -362064.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51290 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10455 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 7 contains 27385 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14471 members 
Mstep: Class 10 contains 72025 members 
Mstep: Class 11 contains 24946 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 124878 members 
Mstep: Class 14 contains 115400 members 
Mstep: Class 15 contains 59365 members 
Mstep: Class 16 contains 18498 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40763 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 8003 members 
Mstep: Class 23 contains 59474 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8722 members 
Mstep: Class 26 contains 63792 members 
Mstep: Class 27 contains 1783 members 
Mstep: Class 28 contains 20684 members 
Mstep: Class 29 contains 76524 members 
Mstep: Class 30 contains 3071 members 
Mstep: Class 31 contains 1080 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16881 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3137 members 
Mstep: Class 37 contains 3834 members 
Mstep: Class 38 contains 1036 members 
Mstep: Class 39 contains 13110 members 
Mstep: Class 40 contains 1313 members 
Mstep: Class 41 contains 1169 members 
Entering Unmasked Estep 
Score: -84463536.000000 Penalty: 91762.257812
Splitting cluster 30 changes total score from -84463912.000000 to -84463536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (1080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Entering Unmasked Estep 
Score: -90748.648438 Penalty: 1135.016357
	Iteration 0F: 2 clusters Score -90748.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -89275.554688 Penalty: 2270.032715
	Iteration 0F: 3 clusters Score -89275.55 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -89594.242188 Penalty: 2270.032715
	Iteration 1F: 3 clusters Score -89594.24 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -89691.539062 Penalty: 2270.032715
	Iteration 2F: 3 clusters Score -89691.54 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -89763.562500 Penalty: 2270.032715
	Iteration 3F: 3 clusters Score -89763.56 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -89851.593750 Penalty: 2270.032715
	Iteration 4F: 3 clusters Score -89851.59 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -89966.601562 Penalty: 2270.032715
	Iteration 5F: 3 clusters Score -89966.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -90097.601562 Penalty: 2270.032715
	Iteration 6Q: 3 clusters Score -90097.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -90252.710938 Penalty: 2270.032715
	Iteration 7Q: 3 clusters Score -90252.71 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -90428.531250 Penalty: 2270.032715
	Iteration 8Q: 3 clusters Score -90428.53 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -90583.304688 Penalty: 2270.032715
	Iteration 9Q: 3 clusters Score -90583.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -90774.445312 Penalty: 2270.032715
	Iteration 10Q: 3 clusters Score -90774.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -90977.109375 Penalty: 2270.032715
	Iteration 11Q: 3 clusters Score -90977.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -91044.273438 Penalty: 2270.032715
	Iteration 12Q: 3 clusters Score -91044.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -91101.773438 Penalty: 2270.032715
	Iteration 13Q: 3 clusters Score -91101.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -91129.273438 Penalty: 2270.032715
	Iteration 14Q: 3 clusters Score -91129.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -91142.718750 Penalty: 2270.032715
	Iteration 15Q: 3 clusters Score -91142.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -91147.203125 Penalty: 2270.032715
	Iteration 16Q: 3 clusters Score -91147.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -91148.757812 Penalty: 2270.032715
	Iteration 17Q: 3 clusters Score -91148.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -91150.289062 Penalty: 2270.032715
	Iteration 18Q: 3 clusters Score -91150.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -91152.710938 Penalty: 2270.032715
	Iteration 19Q: 3 clusters Score -91152.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -91153.132812 Penalty: 2270.032715
	Iteration 20F: 3 clusters Score -91153.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51290 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10455 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 7 contains 27385 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14471 members 
Mstep: Class 10 contains 72025 members 
Mstep: Class 11 contains 24946 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 124878 members 
Mstep: Class 14 contains 115400 members 
Mstep: Class 15 contains 59365 members 
Mstep: Class 16 contains 18498 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40763 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 8003 members 
Mstep: Class 23 contains 59474 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8722 members 
Mstep: Class 26 contains 63792 members 
Mstep: Class 27 contains 1783 members 
Mstep: Class 28 contains 20684 members 
Mstep: Class 29 contains 76524 members 
Mstep: Class 30 contains 4240 members 
Mstep: Class 31 contains 510 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16881 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3137 members 
Mstep: Class 37 contains 3834 members 
Mstep: Class 38 contains 1036 members 
Mstep: Class 39 contains 13110 members 
Mstep: Class 40 contains 1313 members 
Mstep: Class 41 contains 570 members 
Entering Unmasked Estep 
Score: -84463200.000000 Penalty: 91762.257812
Splitting cluster 31 changes total score from -84463912.000000 to -84463200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (5434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Entering Unmasked Estep 
Score: -483873.187500 Penalty: 1397.569946
	Iteration 0F: 2 clusters Score -483873.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -479585.062500 Penalty: 2795.139893
	Iteration 0F: 3 clusters Score -479585.1 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -481182.375000 Penalty: 2795.139893
	Iteration 1F: 3 clusters Score -481182.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -481773.875000 Penalty: 2795.139893
	Iteration 2F: 3 clusters Score -481773.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -482381.781250 Penalty: 2795.139893
	Iteration 3F: 3 clusters Score -482381.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -482997.968750 Penalty: 2795.139893
	Iteration 4F: 3 clusters Score -482998 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -483519.812500 Penalty: 2795.139893
	Iteration 5F: 3 clusters Score -483519.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -483748.593750 Penalty: 2795.139893
	Iteration 6Q: 3 clusters Score -483748.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -483855.875000 Penalty: 2795.139893
	Iteration 7Q: 3 clusters Score -483855.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -483915.093750 Penalty: 2795.139893
	Iteration 8Q: 3 clusters Score -483915.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -483943.000000 Penalty: 2795.139893
	Iteration 9Q: 3 clusters Score -483943 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -483958.937500 Penalty: 2795.139893
	Iteration 10Q: 3 clusters Score -483958.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -483967.718750 Penalty: 2795.139893
	Iteration 11Q: 3 clusters Score -483967.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -483971.031250 Penalty: 2795.139893
	Iteration 12Q: 3 clusters Score -483971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -483974.062500 Penalty: 2795.139893
	Iteration 13Q: 3 clusters Score -483974.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -483975.593750 Penalty: 2795.139893
	Iteration 14Q: 3 clusters Score -483975.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -483976.718750 Penalty: 2795.139893
	Iteration 15Q: 3 clusters Score -483976.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -483976.250000 Penalty: 2795.139893
	Iteration 16Q: 3 clusters Score -483976.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -483976.218750 Penalty: 2795.139893
	Iteration 17Q: 3 clusters Score -483976.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -483977.031250 Penalty: 2795.139893
	Iteration 18Q: 3 clusters Score -483977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -483977.406250 Penalty: 2795.139893
	Iteration 19Q: 3 clusters Score -483977.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -483978.406250 Penalty: 2795.139893
	Iteration 20F: 3 clusters Score -483978.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51290 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10455 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 7 contains 27385 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14471 members 
Mstep: Class 10 contains 72025 members 
Mstep: Class 11 contains 24946 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 124878 members 
Mstep: Class 14 contains 115400 members 
Mstep: Class 15 contains 59365 members 
Mstep: Class 16 contains 18498 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40763 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 8003 members 
Mstep: Class 23 contains 59474 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8722 members 
Mstep: Class 26 contains 63792 members 
Mstep: Class 27 contains 1783 members 
Mstep: Class 28 contains 20684 members 
Mstep: Class 29 contains 76524 members 
Mstep: Class 30 contains 4240 members 
Mstep: Class 31 contains 1080 members 
Mstep: Class 32 contains 1871 members 
Mstep: Class 33 contains 16881 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 3137 members 
Mstep: Class 37 contains 3834 members 
Mstep: Class 38 contains 1036 members 
Mstep: Class 39 contains 13110 members 
Mstep: Class 40 contains 1313 members 
Mstep: Class 41 contains 3563 members 
Entering Unmasked Estep 
Score: -84463152.000000 Penalty: 91762.257812
Splitting cluster 32 changes total score from -84463912.000000 to -84463152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (16881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Entering Unmasked Estep 
Score: -1415321.000000 Penalty: 1581.765869
	Iteration 0F: 2 clusters Score -1415321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1403595.250000 Penalty: 3163.531738
	Iteration 0F: 3 clusters Score -1403595 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1408126.500000 Penalty: 3163.531738
	Iteration 1F: 3 clusters Score -1408126 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1408741.125000 Penalty: 3163.531738
	Iteration 2F: 3 clusters Score -1408741 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1409312.250000 Penalty: 3163.531738
	Iteration 3F: 3 clusters Score -1409312 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1409802.625000 Penalty: 3163.531738
	Iteration 4F: 3 clusters Score -1409803 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1410215.375000 Penalty: 3163.531738
	Iteration 5F: 3 clusters Score -1410215 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1410566.500000 Penalty: 3163.531738
	Iteration 6Q: 3 clusters Score -1410566 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1410845.875000 Penalty: 3163.531738
	Iteration 7Q: 3 clusters Score -1410846 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1411096.750000 Penalty: 3163.531738
	Iteration 8Q: 3 clusters Score -1411097 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1411322.625000 Penalty: 3163.531738
	Iteration 9Q: 3 clusters Score -1411323 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1411544.250000 Penalty: 3163.531738
	Iteration 10Q: 3 clusters Score -1411544 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1411756.000000 Penalty: 3163.531738
	Iteration 11Q: 3 clusters Score -1411756 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1411983.625000 Penalty: 3163.531738
	Iteration 12Q: 3 clusters Score -1411984 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1412146.250000 Penalty: 3163.531738
	Iteration 13Q: 3 clusters Score -1412146 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1412271.875000 Penalty: 3163.531738
	Iteration 14Q: 3 clusters Score -1412272 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1412382.250000 Penalty: 3163.531738
	Iteration 15Q: 3 clusters Score -1412382 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1412487.875000 Penalty: 3163.531738
	Iteration 16Q: 3 clusters Score -1412488 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1412590.750000 Penalty: 3163.531738
	Iteration 17Q: 3 clusters Score -1412591 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1412667.250000 Penalty: 3163.531738
	Iteration 18Q: 3 clusters Score -1412667 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1412737.250000 Penalty: 3163.531738
	Iteration 19Q: 3 clusters Score -1412737 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1412792.625000 Penalty: 3163.531738
	Iteration 20F: 3 clusters Score -1412793 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1412850.500000 Penalty: 3163.531738
	Iteration 21Q: 3 clusters Score -1412850 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1412926.375000 Penalty: 3163.531738
	Iteration 22Q: 3 clusters Score -1412926 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1412999.375000 Penalty: 3163.531738
	Iteration 23Q: 3 clusters Score -1412999 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1413088.750000 Penalty: 3163.531738
	Iteration 24Q: 3 clusters Score -1413089 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1413186.250000 Penalty: 3163.531738
	Iteration 25Q: 3 clusters Score -1413186 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1413268.625000 Penalty: 3163.531738
	Iteration 26Q: 3 clusters Score -1413269 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1413356.500000 Penalty: 3163.531738
	Iteration 27Q: 3 clusters Score -1413356 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1413438.500000 Penalty: 3163.531738
	Iteration 28Q: 3 clusters Score -1413438 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1413567.500000 Penalty: 3163.531738
	Iteration 29Q: 3 clusters Score -1413568 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1413697.125000 Penalty: 3163.531738
	Iteration 30Q: 3 clusters Score -1413697 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1413822.625000 Penalty: 3163.531738
	Iteration 31Q: 3 clusters Score -1413823 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1413887.250000 Penalty: 3163.531738
	Iteration 32Q: 3 clusters Score -1413887 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1413933.375000 Penalty: 3163.531738
	Iteration 33Q: 3 clusters Score -1413933 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1413963.500000 Penalty: 3163.531738
	Iteration 34Q: 3 clusters Score -1413964 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1414004.625000 Penalty: 3163.531738
	Iteration 35Q: 3 clusters Score -1414005 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1414043.250000 Penalty: 3163.531738
	Iteration 36Q: 3 clusters Score -1414043 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1414082.875000 Penalty: 3163.531738
	Iteration 37Q: 3 clusters Score -1414083 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1414128.500000 Penalty: 3163.531738
	Iteration 38Q: 3 clusters Score -1414128 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1414164.625000 Penalty: 3163.531738
	Iteration 39Q: 3 clusters Score -1414165 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1414194.875000 Penalty: 3163.531738
	Iteration 40F: 3 clusters Score -1414195 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1414222.000000 Penalty: 3163.531738
	Iteration 41Q: 3 clusters Score -1414222 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1414249.750000 Penalty: 3163.531738
	Iteration 42Q: 3 clusters Score -1414250 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1414276.500000 Penalty: 3163.531738
	Iteration 43Q: 3 clusters Score -1414276 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1414299.500000 Penalty: 3163.531738
	Iteration 44Q: 3 clusters Score -1414300 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1414317.625000 Penalty: 3163.531738
	Iteration 45Q: 3 clusters Score -1414318 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1414333.250000 Penalty: 3163.531738
	Iteration 46Q: 3 clusters Score -1414333 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1414353.000000 Penalty: 3163.531738
	Iteration 47Q: 3 clusters Score -1414353 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1414361.125000 Penalty: 3163.531738
	Iteration 48Q: 3 clusters Score -1414361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1414373.750000 Penalty: 3163.531738
	Iteration 49Q: 3 clusters Score -1414374 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1414391.000000 Penalty: 3163.531738
	Iteration 50Q: 3 clusters Score -1414391 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1414408.000000 Penalty: 3163.531738
	Iteration 51Q: 3 clusters Score -1414408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1414418.500000 Penalty: 3163.531738
	Iteration 52Q: 3 clusters Score -1414418 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1414445.125000 Penalty: 3163.531738
	Iteration 53Q: 3 clusters Score -1414445 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1414470.750000 Penalty: 3163.531738
	Iteration 54Q: 3 clusters Score -1414471 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1414493.750000 Penalty: 3163.531738
	Iteration 55Q: 3 clusters Score -1414494 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1414518.750000 Penalty: 3163.531738
	Iteration 56Q: 3 clusters Score -1414519 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1414530.125000 Penalty: 3163.531738
	Iteration 57Q: 3 clusters Score -1414530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1414538.750000 Penalty: 3163.531738
	Iteration 58Q: 3 clusters Score -1414539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1414539.500000 Penalty: 3163.531738
	Iteration 59Q: 3 clusters Score -1414540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1414541.000000 Penalty: 3163.531738
	Iteration 60F: 3 clusters Score -1414541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1414541.250000 Penalty: 3163.531738
	Iteration 61Q: 3 clusters Score -1414541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1414539.250000 Penalty: 3163.531738
	Iteration 62Q: 3 clusters Score -1414539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1414539.125000 Penalty: 3163.531738
	Iteration 63Q: 3 clusters Score -1414539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1414539.125000 Penalty: 3163.531738
	Iteration 64F: 3 clusters Score -1414539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Entering Unmasked Estep 
Score: -86450.710938 Penalty: 1130.283813
	Iteration 0F: 2 clusters Score -86450.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -84934.781250 Penalty: 2260.567627
	Iteration 0F: 3 clusters Score -84934.78 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -85202.968750 Penalty: 2260.567627
	Iteration 1F: 3 clusters Score -85202.97 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -85303.906250 Penalty: 2260.567627
	Iteration 2F: 3 clusters Score -85303.91 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -85361.453125 Penalty: 2260.567627
	Iteration 3Q: 3 clusters Score -85361.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -85405.421875 Penalty: 2260.567627
	Iteration 4Q: 3 clusters Score -85405.42 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -85435.890625 Penalty: 2260.567627
	Iteration 5Q: 3 clusters Score -85435.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -85453.578125 Penalty: 2260.567627
	Iteration 6Q: 3 clusters Score -85453.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -85461.476562 Penalty: 2260.567627
	Iteration 7Q: 3 clusters Score -85461.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -85466.554688 Penalty: 2260.567627
	Iteration 8Q: 3 clusters Score -85466.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -85469.710938 Penalty: 2260.567627
	Iteration 9Q: 3 clusters Score -85469.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -85471.867188 Penalty: 2260.567627
	Iteration 10Q: 3 clusters Score -85471.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -85474.843750 Penalty: 2260.567627
	Iteration 11Q: 3 clusters Score -85474.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -85477.781250 Penalty: 2260.567627
	Iteration 12Q: 3 clusters Score -85477.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -85482.414062 Penalty: 2260.567627
	Iteration 13Q: 3 clusters Score -85482.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -85484.398438 Penalty: 2260.567627
	Iteration 14Q: 3 clusters Score -85484.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -85486.304688 Penalty: 2260.567627
	Iteration 15Q: 3 clusters Score -85486.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -85486.304688 Penalty: 2260.567627
	Iteration 16F: 3 clusters Score -85486.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Entering Unmasked Estep 
Score: -69293.304688 Penalty: 1088.067261
	Iteration 0F: 2 clusters Score -69293.3 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 418 members 
Entering Unmasked Estep 
Score: -67983.140625 Penalty: 2176.134521
	Iteration 0F: 3 clusters Score -67983.14 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -68183.976562 Penalty: 2176.134521
	Iteration 1F: 3 clusters Score -68183.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -68226.007812 Penalty: 2176.134521
	Iteration 2Q: 3 clusters Score -68226.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -68248.367188 Penalty: 2176.134521
	Iteration 3Q: 3 clusters Score -68248.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -68259.304688 Penalty: 2176.134521
	Iteration 4Q: 3 clusters Score -68259.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -68268.992188 Penalty: 2176.134521
	Iteration 5Q: 3 clusters Score -68268.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -68278.882812 Penalty: 2176.134521
	Iteration 6Q: 3 clusters Score -68278.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -68286.953125 Penalty: 2176.134521
	Iteration 7Q: 3 clusters Score -68286.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -68295.460938 Penalty: 2176.134521
	Iteration 8Q: 3 clusters Score -68295.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -68297.421875 Penalty: 2176.134521
	Iteration 9Q: 3 clusters Score -68297.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -68297.968750 Penalty: 2176.134521
	Iteration 10Q: 3 clusters Score -68297.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -68297.968750 Penalty: 2176.134521
	Iteration 11F: 3 clusters Score -68297.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Entering Unmasked Estep 
Score: -270503.281250 Penalty: 1308.291138
	Iteration 0F: 2 clusters Score -270503.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -267661.812500 Penalty: 2616.582275
	Iteration 0F: 3 clusters Score -267661.8 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -268452.468750 Penalty: 2616.582275
	Iteration 1F: 3 clusters Score -268452.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -268742.406250 Penalty: 2616.582275
	Iteration 2F: 3 clusters Score -268742.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -268976.312500 Penalty: 2616.582275
	Iteration 3F: 3 clusters Score -268976.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -269158.187500 Penalty: 2616.582275
	Iteration 4F: 3 clusters Score -269158.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -269375.781250 Penalty: 2616.582275
	Iteration 5F: 3 clusters Score -269375.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -269624.625000 Penalty: 2616.582275
	Iteration 6F: 3 clusters Score -269624.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -269940.687500 Penalty: 2616.582275
	Iteration 7F: 3 clusters Score -269940.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -270457.906250 Penalty: 2616.582275
	Iteration 8F: 3 clusters Score -270457.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -270836.062500 Penalty: 2616.582275
	Iteration 9F: 3 clusters Score -270836.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -271080.375000 Penalty: 2616.582275
	Iteration 10Q: 3 clusters Score -271080.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -271337.718750 Penalty: 2616.582275
	Iteration 11Q: 3 clusters Score -271337.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -271558.062500 Penalty: 2616.582275
	Iteration 12Q: 3 clusters Score -271558.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -271639.906250 Penalty: 2616.582275
	Iteration 13Q: 3 clusters Score -271639.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -271661.187500 Penalty: 2616.582275
	Iteration 14Q: 3 clusters Score -271661.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -271664.000000 Penalty: 2616.582275
	Iteration 15Q: 3 clusters Score -271664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -271666.000000 Penalty: 2616.582275
	Iteration 16Q: 3 clusters Score -271666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -271666.343750 Penalty: 2616.582275
	Iteration 17Q: 3 clusters Score -271666.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -271667.593750 Penalty: 2616.582275
	Iteration 18Q: 3 clusters Score -271667.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -271668.625000 Penalty: 2616.582275
	Iteration 19Q: 3 clusters Score -271668.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -271668.625000 Penalty: 2616.582275
	Iteration 20F: 3 clusters Score -271668.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51290 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10455 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 7 contains 27385 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14471 members 
Mstep: Class 10 contains 72025 members 
Mstep: Class 11 contains 24946 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 124878 members 
Mstep: Class 14 contains 115400 members 
Mstep: Class 15 contains 59365 members 
Mstep: Class 16 contains 18498 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40763 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 8003 members 
Mstep: Class 23 contains 59474 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8722 members 
Mstep: Class 26 contains 63792 members 
Mstep: Class 27 contains 1783 members 
Mstep: Class 28 contains 20684 members 
Mstep: Class 29 contains 76524 members 
Mstep: Class 30 contains 4240 members 
Mstep: Class 31 contains 1080 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16881 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1759 members 
Mstep: Class 37 contains 3834 members 
Mstep: Class 38 contains 1036 members 
Mstep: Class 39 contains 13110 members 
Mstep: Class 40 contains 1313 members 
Mstep: Class 41 contains 1378 members 
Entering Unmasked Estep 
Score: -84464224.000000 Penalty: 91762.257812
Splitting cluster 36 changes total score from -84463912.000000 to -84464224.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 37 (3834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Entering Unmasked Estep 
Score: -301336.562500 Penalty: 1340.895386
	Iteration 0F: 2 clusters Score -301336.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -298136.812500 Penalty: 2681.790771
	Iteration 0F: 3 clusters Score -298136.8 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -299072.250000 Penalty: 2681.790771
	Iteration 1F: 3 clusters Score -299072.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -299346.000000 Penalty: 2681.790771
	Iteration 2F: 3 clusters Score -299346 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -299587.343750 Penalty: 2681.790771
	Iteration 3F: 3 clusters Score -299587.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -299748.687500 Penalty: 2681.790771
	Iteration 4F: 3 clusters Score -299748.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -299889.843750 Penalty: 2681.790771
	Iteration 5F: 3 clusters Score -299889.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -300004.343750 Penalty: 2681.790771
	Iteration 6Q: 3 clusters Score -300004.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -300120.531250 Penalty: 2681.790771
	Iteration 7Q: 3 clusters Score -300120.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -300234.718750 Penalty: 2681.790771
	Iteration 8Q: 3 clusters Score -300234.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -300314.156250 Penalty: 2681.790771
	Iteration 9Q: 3 clusters Score -300314.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -300361.375000 Penalty: 2681.790771
	Iteration 10Q: 3 clusters Score -300361.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -300393.312500 Penalty: 2681.790771
	Iteration 11Q: 3 clusters Score -300393.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -300410.687500 Penalty: 2681.790771
	Iteration 12Q: 3 clusters Score -300410.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -300419.437500 Penalty: 2681.790771
	Iteration 13Q: 3 clusters Score -300419.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -300427.562500 Penalty: 2681.790771
	Iteration 14Q: 3 clusters Score -300427.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -300438.468750 Penalty: 2681.790771
	Iteration 15Q: 3 clusters Score -300438.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -300454.562500 Penalty: 2681.790771
	Iteration 16Q: 3 clusters Score -300454.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -300471.468750 Penalty: 2681.790771
	Iteration 17Q: 3 clusters Score -300471.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -300481.468750 Penalty: 2681.790771
	Iteration 18Q: 3 clusters Score -300481.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -300491.968750 Penalty: 2681.790771
	Iteration 19Q: 3 clusters Score -300492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -300502.562500 Penalty: 2681.790771
	Iteration 20F: 3 clusters Score -300502.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -300507.781250 Penalty: 2681.790771
	Iteration 21Q: 3 clusters Score -300507.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -300513.000000 Penalty: 2681.790771
	Iteration 22Q: 3 clusters Score -300513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -300518.281250 Penalty: 2681.790771
	Iteration 23Q: 3 clusters Score -300518.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -300521.843750 Penalty: 2681.790771
	Iteration 24Q: 3 clusters Score -300521.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -300524.718750 Penalty: 2681.790771
	Iteration 25Q: 3 clusters Score -300524.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -300527.906250 Penalty: 2681.790771
	Iteration 26Q: 3 clusters Score -300527.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -300530.593750 Penalty: 2681.790771
	Iteration 27Q: 3 clusters Score -300530.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -300532.375000 Penalty: 2681.790771
	Iteration 28Q: 3 clusters Score -300532.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -300534.156250 Penalty: 2681.790771
	Iteration 29Q: 3 clusters Score -300534.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -300535.562500 Penalty: 2681.790771
	Iteration 30Q: 3 clusters Score -300535.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -300537.062500 Penalty: 2681.790771
	Iteration 31Q: 3 clusters Score -300537.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -300538.875000 Penalty: 2681.790771
	Iteration 32Q: 3 clusters Score -300538.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -300540.156250 Penalty: 2681.790771
	Iteration 33Q: 3 clusters Score -300540.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -300540.312500 Penalty: 2681.790771
	Iteration 34Q: 3 clusters Score -300540.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -300541.937500 Penalty: 2681.790771
	Iteration 35Q: 3 clusters Score -300541.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -300542.093750 Penalty: 2681.790771
	Iteration 36Q: 3 clusters Score -300542.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -300542.468750 Penalty: 2681.790771
	Iteration 37Q: 3 clusters Score -300542.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -300543.937500 Penalty: 2681.790771
	Iteration 38Q: 3 clusters Score -300543.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -300547.062500 Penalty: 2681.790771
	Iteration 39Q: 3 clusters Score -300547.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -300547.531250 Penalty: 2681.790771
	Iteration 40F: 3 clusters Score -300547.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -300548.656250 Penalty: 2681.790771
	Iteration 41Q: 3 clusters Score -300548.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -300548.812500 Penalty: 2681.790771
	Iteration 42Q: 3 clusters Score -300548.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -300548.937500 Penalty: 2681.790771
	Iteration 43Q: 3 clusters Score -300548.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -300548.937500 Penalty: 2681.790771
	Iteration 44F: 3 clusters Score -300548.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Entering Unmasked Estep 
Score: -71632.039062 Penalty: 1128.257446
	Iteration 0F: 2 clusters Score -71632.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -70233.601562 Penalty: 2256.514893
	Iteration 0F: 3 clusters Score -70233.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -70760.281250 Penalty: 2256.514893
	Iteration 1F: 3 clusters Score -70760.28 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -70952.851562 Penalty: 2256.514893
	Iteration 2F: 3 clusters Score -70952.85 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -71099.234375 Penalty: 2256.514893
	Iteration 3F: 3 clusters Score -71099.23 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -71212.523438 Penalty: 2256.514893
	Iteration 4F: 3 clusters Score -71212.52 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -71282.710938 Penalty: 2256.514893
	Iteration 5Q: 3 clusters Score -71282.71 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -71358.648438 Penalty: 2256.514893
	Iteration 6Q: 3 clusters Score -71358.65 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -71471.906250 Penalty: 2256.514893
	Iteration 7Q: 3 clusters Score -71471.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -71590.164062 Penalty: 2256.514893
	Iteration 8Q: 3 clusters Score -71590.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -71673.875000 Penalty: 2256.514893
	Iteration 9Q: 3 clusters Score -71673.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -71710.398438 Penalty: 2256.514893
	Iteration 10Q: 3 clusters Score -71710.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -71733.078125 Penalty: 2256.514893
	Iteration 11Q: 3 clusters Score -71733.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -71744.468750 Penalty: 2256.514893
	Iteration 12Q: 3 clusters Score -71744.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -71746.796875 Penalty: 2256.514893
	Iteration 13Q: 3 clusters Score -71746.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -71746.796875 Penalty: 2256.514893
	Iteration 14F: 3 clusters Score -71746.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51290 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10455 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 7 contains 27385 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14471 members 
Mstep: Class 10 contains 72025 members 
Mstep: Class 11 contains 24946 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 124878 members 
Mstep: Class 14 contains 115400 members 
Mstep: Class 15 contains 59365 members 
Mstep: Class 16 contains 18498 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40763 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 8003 members 
Mstep: Class 23 contains 59474 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8722 members 
Mstep: Class 26 contains 63792 members 
Mstep: Class 27 contains 1783 members 
Mstep: Class 28 contains 20684 members 
Mstep: Class 29 contains 76524 members 
Mstep: Class 30 contains 4240 members 
Mstep: Class 31 contains 1080 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16881 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1759 members 
Mstep: Class 37 contains 3834 members 
Mstep: Class 38 contains 522 members 
Mstep: Class 39 contains 13110 members 
Mstep: Class 40 contains 1313 members 
Mstep: Class 41 contains 1378 members 
Mstep: Class 42 contains 514 members 
Entering Unmasked Estep 
Score: -84463248.000000 Penalty: 94000.359375
Splitting cluster 38 changes total score from -84463912.000000 to -84463248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (13110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Entering Unmasked Estep 
Score: -1217581.750000 Penalty: 1540.683716
	Iteration 0F: 2 clusters Score -1217582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1208389.750000 Penalty: 3081.367432
	Iteration 0F: 3 clusters Score -1208390 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1211450.625000 Penalty: 3081.367432
	Iteration 1F: 3 clusters Score -1211451 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1211808.500000 Penalty: 3081.367432
	Iteration 2F: 3 clusters Score -1211808 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1212198.000000 Penalty: 3081.367432
	Iteration 3F: 3 clusters Score -1212198 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1212636.875000 Penalty: 3081.367432
	Iteration 4F: 3 clusters Score -1212637 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1213149.125000 Penalty: 3081.367432
	Iteration 5F: 3 clusters Score -1213149 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1213673.375000 Penalty: 3081.367432
	Iteration 6F: 3 clusters Score -1213673 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1214172.500000 Penalty: 3081.367432
	Iteration 7F: 3 clusters Score -1214172 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1214680.875000 Penalty: 3081.367432
	Iteration 8Q: 3 clusters Score -1214681 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1215126.750000 Penalty: 3081.367432
	Iteration 9Q: 3 clusters Score -1215127 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1215451.750000 Penalty: 3081.367432
	Iteration 10Q: 3 clusters Score -1215452 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1215737.625000 Penalty: 3081.367432
	Iteration 11Q: 3 clusters Score -1215738 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1215945.000000 Penalty: 3081.367432
	Iteration 12Q: 3 clusters Score -1215945 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1216066.750000 Penalty: 3081.367432
	Iteration 13Q: 3 clusters Score -1216067 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1216143.375000 Penalty: 3081.367432
	Iteration 14Q: 3 clusters Score -1216143 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1216191.375000 Penalty: 3081.367432
	Iteration 15Q: 3 clusters Score -1216191 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1216217.250000 Penalty: 3081.367432
	Iteration 16Q: 3 clusters Score -1216217 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1216234.750000 Penalty: 3081.367432
	Iteration 17Q: 3 clusters Score -1216235 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1216244.000000 Penalty: 3081.367432
	Iteration 18Q: 3 clusters Score -1216244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1216249.000000 Penalty: 3081.367432
	Iteration 19Q: 3 clusters Score -1216249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1216252.000000 Penalty: 3081.367432
	Iteration 20F: 3 clusters Score -1216252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1216253.625000 Penalty: 3081.367432
	Iteration 21Q: 3 clusters Score -1216254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1216254.500000 Penalty: 3081.367432
	Iteration 22Q: 3 clusters Score -1216254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1216254.875000 Penalty: 3081.367432
	Iteration 23Q: 3 clusters Score -1216255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1216255.750000 Penalty: 3081.367432
	Iteration 24Q: 3 clusters Score -1216256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1216255.750000 Penalty: 3081.367432
	Iteration 25Q: 3 clusters Score -1216256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1216254.500000 Penalty: 3081.367432
	Iteration 26Q: 3 clusters Score -1216254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1216260.500000 Penalty: 3081.367432
	Iteration 27Q: 3 clusters Score -1216260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1216260.750000 Penalty: 3081.367432
	Iteration 28Q: 3 clusters Score -1216261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1216264.125000 Penalty: 3081.367432
	Iteration 29Q: 3 clusters Score -1216264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1216263.250000 Penalty: 3081.367432
	Iteration 30Q: 3 clusters Score -1216263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1216263.250000 Penalty: 3081.367432
	Iteration 31F: 3 clusters Score -1216263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Entering Unmasked Estep 
Score: -115650.093750 Penalty: 1166.761353
	Iteration 0F: 2 clusters Score -115650.1 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 651 members 
Entering Unmasked Estep 
Score: -113972.343750 Penalty: 2333.522705
	Iteration 0F: 3 clusters Score -113972.3 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -114253.710938 Penalty: 2333.522705
	Iteration 1F: 3 clusters Score -114253.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -114352.679688 Penalty: 2333.522705
	Iteration 2F: 3 clusters Score -114352.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -114420.085938 Penalty: 2333.522705
	Iteration 3F: 3 clusters Score -114420.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -114455.960938 Penalty: 2333.522705
	Iteration 4Q: 3 clusters Score -114456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -114477.281250 Penalty: 2333.522705
	Iteration 5Q: 3 clusters Score -114477.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -114496.500000 Penalty: 2333.522705
	Iteration 6Q: 3 clusters Score -114496.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -114515.414062 Penalty: 2333.522705
	Iteration 7Q: 3 clusters Score -114515.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -114529.906250 Penalty: 2333.522705
	Iteration 8Q: 3 clusters Score -114529.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -114545.312500 Penalty: 2333.522705
	Iteration 9Q: 3 clusters Score -114545.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -114566.023438 Penalty: 2333.522705
	Iteration 10Q: 3 clusters Score -114566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -114581.039062 Penalty: 2333.522705
	Iteration 11Q: 3 clusters Score -114581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -114593.710938 Penalty: 2333.522705
	Iteration 12Q: 3 clusters Score -114593.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -114601.929688 Penalty: 2333.522705
	Iteration 13Q: 3 clusters Score -114601.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -114610.875000 Penalty: 2333.522705
	Iteration 14Q: 3 clusters Score -114610.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -114615.125000 Penalty: 2333.522705
	Iteration 15Q: 3 clusters Score -114615.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -114621.476562 Penalty: 2333.522705
	Iteration 16Q: 3 clusters Score -114621.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -114624.679688 Penalty: 2333.522705
	Iteration 17Q: 3 clusters Score -114624.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -114625.710938 Penalty: 2333.522705
	Iteration 18Q: 3 clusters Score -114625.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -114626.312500 Penalty: 2333.522705
	Iteration 19Q: 3 clusters Score -114626.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -114626.960938 Penalty: 2333.522705
	Iteration 20F: 3 clusters Score -114627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -114627.429688 Penalty: 2333.522705
	Iteration 21Q: 3 clusters Score -114627.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -114627.429688 Penalty: 2333.522705
	Iteration 22F: 3 clusters Score -114627.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51290 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10455 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 7 contains 27385 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14471 members 
Mstep: Class 10 contains 72025 members 
Mstep: Class 11 contains 24946 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 124878 members 
Mstep: Class 14 contains 115400 members 
Mstep: Class 15 contains 59365 members 
Mstep: Class 16 contains 18498 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40763 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 8003 members 
Mstep: Class 23 contains 59474 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8722 members 
Mstep: Class 26 contains 63792 members 
Mstep: Class 27 contains 1783 members 
Mstep: Class 28 contains 20684 members 
Mstep: Class 29 contains 76524 members 
Mstep: Class 30 contains 4240 members 
Mstep: Class 31 contains 1080 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16881 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1759 members 
Mstep: Class 37 contains 3834 members 
Mstep: Class 38 contains 1036 members 
Mstep: Class 39 contains 13110 members 
Mstep: Class 40 contains 1313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464320.000000 Penalty: 91762.257812
Iteration 159Q: 42 clusters Score -8.446432e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63868 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10453 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 27390 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14471 members 
Mstep: Class 10 contains 72026 members 
Mstep: Class 11 contains 24946 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 124876 members 
Mstep: Class 14 contains 115394 members 
Mstep: Class 15 contains 59365 members 
Mstep: Class 16 contains 18500 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40764 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7256 members 
Mstep: Class 22 contains 8019 members 
Mstep: Class 23 contains 59474 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8722 members 
Mstep: Class 26 contains 63794 members 
Mstep: Class 27 contains 1783 members 
Mstep: Class 28 contains 20682 members 
Mstep: Class 29 contains 76524 members 
Mstep: Class 30 contains 4240 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16881 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1777 members 
Mstep: Class 37 contains 3834 members 
Mstep: Class 38 contains 1036 members 
Mstep: Class 39 contains 13111 members 
Mstep: Class 40 contains 1314 members 
Mstep: Class 41 contains 1351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464496.000000 Penalty: 91762.257812
Iteration 160F: 42 clusters Score -8.44645e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63867 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10455 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 27391 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14471 members 
Mstep: Class 10 contains 72031 members 
Mstep: Class 11 contains 24946 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 124875 members 
Mstep: Class 14 contains 115390 members 
Mstep: Class 15 contains 59365 members 
Mstep: Class 16 contains 18500 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40763 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7994 members 
Mstep: Class 23 contains 59474 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63794 members 
Mstep: Class 27 contains 1783 members 
Mstep: Class 28 contains 20675 members 
Mstep: Class 29 contains 76527 members 
Mstep: Class 30 contains 4241 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16881 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1773 members 
Mstep: Class 37 contains 3834 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13112 members 
Mstep: Class 40 contains 1314 members 
Mstep: Class 41 contains 1414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464608.000000 Penalty: 91762.257812
Iteration 161Q: 42 clusters Score -8.446461e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63867 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 27391 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14471 members 
Mstep: Class 10 contains 72036 members 
Mstep: Class 11 contains 24946 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 124876 members 
Mstep: Class 14 contains 115383 members 
Mstep: Class 15 contains 59365 members 
Mstep: Class 16 contains 18500 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40763 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7253 members 
Mstep: Class 22 contains 7983 members 
Mstep: Class 23 contains 59474 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8719 members 
Mstep: Class 26 contains 63795 members 
Mstep: Class 27 contains 1783 members 
Mstep: Class 28 contains 20670 members 
Mstep: Class 29 contains 76528 members 
Mstep: Class 30 contains 4240 members 
Mstep: Class 31 contains 1082 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16880 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1773 members 
Mstep: Class 37 contains 3835 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13114 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464672.000000 Penalty: 91762.257812
Iteration 162Q: 42 clusters Score -8.446467e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10458 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 27395 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14471 members 
Mstep: Class 10 contains 72042 members 
Mstep: Class 11 contains 24948 members 
Mstep: Class 12 contains 5624 members 
Mstep: Class 13 contains 124874 members 
Mstep: Class 14 contains 115374 members 
Mstep: Class 15 contains 59366 members 
Mstep: Class 16 contains 18500 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40763 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 7978 members 
Mstep: Class 23 contains 59474 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8717 members 
Mstep: Class 26 contains 63797 members 
Mstep: Class 27 contains 1782 members 
Mstep: Class 28 contains 20667 members 
Mstep: Class 29 contains 76528 members 
Mstep: Class 30 contains 4240 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16880 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1774 members 
Mstep: Class 37 contains 3835 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13115 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464632.000000 Penalty: 91762.257812
Iteration 163Q: 42 clusters Score -8.446463e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10457 members 
Mstep: Class 6 contains 2050 members 
Mstep: Class 7 contains 27401 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14472 members 
Mstep: Class 10 contains 72043 members 
Mstep: Class 11 contains 24951 members 
Mstep: Class 12 contains 5624 members 
Mstep: Class 13 contains 124872 members 
Mstep: Class 14 contains 115368 members 
Mstep: Class 15 contains 59363 members 
Mstep: Class 16 contains 18500 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40762 members 
Mstep: Class 19 contains 7285 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7252 members 
Mstep: Class 22 contains 7971 members 
Mstep: Class 23 contains 59474 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8717 members 
Mstep: Class 26 contains 63797 members 
Mstep: Class 27 contains 1782 members 
Mstep: Class 28 contains 20664 members 
Mstep: Class 29 contains 76529 members 
Mstep: Class 30 contains 4240 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16880 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1773 members 
Mstep: Class 37 contains 3835 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13115 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464576.000000 Penalty: 91762.257812
Iteration 164Q: 42 clusters Score -8.446458e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10457 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 27404 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14473 members 
Mstep: Class 10 contains 72045 members 
Mstep: Class 11 contains 24952 members 
Mstep: Class 12 contains 5624 members 
Mstep: Class 13 contains 124872 members 
Mstep: Class 14 contains 115367 members 
Mstep: Class 15 contains 59362 members 
Mstep: Class 16 contains 18500 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40761 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7252 members 
Mstep: Class 22 contains 7966 members 
Mstep: Class 23 contains 59474 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8718 members 
Mstep: Class 26 contains 63797 members 
Mstep: Class 27 contains 1782 members 
Mstep: Class 28 contains 20656 members 
Mstep: Class 29 contains 76530 members 
Mstep: Class 30 contains 4240 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16879 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3836 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13115 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464632.000000 Penalty: 91762.257812
Iteration 165Q: 42 clusters Score -8.446463e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63868 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10458 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 27407 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14472 members 
Mstep: Class 10 contains 72044 members 
Mstep: Class 11 contains 24956 members 
Mstep: Class 12 contains 5622 members 
Mstep: Class 13 contains 124872 members 
Mstep: Class 14 contains 115362 members 
Mstep: Class 15 contains 59361 members 
Mstep: Class 16 contains 18500 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40761 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7253 members 
Mstep: Class 22 contains 7969 members 
Mstep: Class 23 contains 59474 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8717 members 
Mstep: Class 26 contains 63797 members 
Mstep: Class 27 contains 1782 members 
Mstep: Class 28 contains 20652 members 
Mstep: Class 29 contains 76531 members 
Mstep: Class 30 contains 4240 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16878 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3836 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13115 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464672.000000 Penalty: 91762.257812
Iteration 166Q: 42 clusters Score -8.446467e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63867 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10458 members 
Mstep: Class 6 contains 2041 members 
Mstep: Class 7 contains 27409 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14473 members 
Mstep: Class 10 contains 72045 members 
Mstep: Class 11 contains 24957 members 
Mstep: Class 12 contains 5621 members 
Mstep: Class 13 contains 124871 members 
Mstep: Class 14 contains 115360 members 
Mstep: Class 15 contains 59360 members 
Mstep: Class 16 contains 18500 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40760 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7254 members 
Mstep: Class 22 contains 7970 members 
Mstep: Class 23 contains 59474 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8717 members 
Mstep: Class 26 contains 63797 members 
Mstep: Class 27 contains 1782 members 
Mstep: Class 28 contains 20647 members 
Mstep: Class 29 contains 76536 members 
Mstep: Class 30 contains 4240 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16877 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3837 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13115 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464656.000000 Penalty: 91762.257812
Iteration 167Q: 42 clusters Score -8.446466e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63867 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10458 members 
Mstep: Class 6 contains 2040 members 
Mstep: Class 7 contains 27413 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14473 members 
Mstep: Class 10 contains 72046 members 
Mstep: Class 11 contains 24958 members 
Mstep: Class 12 contains 5622 members 
Mstep: Class 13 contains 124868 members 
Mstep: Class 14 contains 115358 members 
Mstep: Class 15 contains 59360 members 
Mstep: Class 16 contains 18500 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40759 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7254 members 
Mstep: Class 22 contains 7971 members 
Mstep: Class 23 contains 59474 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8718 members 
Mstep: Class 26 contains 63795 members 
Mstep: Class 27 contains 1781 members 
Mstep: Class 28 contains 20644 members 
Mstep: Class 29 contains 76537 members 
Mstep: Class 30 contains 4239 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16878 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3838 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13115 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464584.000000 Penalty: 91762.257812
Iteration 168Q: 42 clusters Score -8.446458e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63868 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10457 members 
Mstep: Class 6 contains 2040 members 
Mstep: Class 7 contains 27419 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14473 members 
Mstep: Class 10 contains 72048 members 
Mstep: Class 11 contains 24957 members 
Mstep: Class 12 contains 5622 members 
Mstep: Class 13 contains 124867 members 
Mstep: Class 14 contains 115355 members 
Mstep: Class 15 contains 59360 members 
Mstep: Class 16 contains 18500 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40759 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7254 members 
Mstep: Class 22 contains 7970 members 
Mstep: Class 23 contains 59473 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8718 members 
Mstep: Class 26 contains 63794 members 
Mstep: Class 27 contains 1781 members 
Mstep: Class 28 contains 20640 members 
Mstep: Class 29 contains 76538 members 
Mstep: Class 30 contains 4239 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16878 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3840 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13115 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464576.000000 Penalty: 91762.257812
Iteration 169Q: 42 clusters Score -8.446458e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63868 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10457 members 
Mstep: Class 6 contains 2041 members 
Mstep: Class 7 contains 27424 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14473 members 
Mstep: Class 10 contains 72052 members 
Mstep: Class 11 contains 24956 members 
Mstep: Class 12 contains 5622 members 
Mstep: Class 13 contains 124867 members 
Mstep: Class 14 contains 115352 members 
Mstep: Class 15 contains 59360 members 
Mstep: Class 16 contains 18500 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40758 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7254 members 
Mstep: Class 22 contains 7967 members 
Mstep: Class 23 contains 59474 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8719 members 
Mstep: Class 26 contains 63793 members 
Mstep: Class 27 contains 1781 members 
Mstep: Class 28 contains 20635 members 
Mstep: Class 29 contains 76538 members 
Mstep: Class 30 contains 4239 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16877 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3840 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13116 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464616.000000 Penalty: 91762.257812
Iteration 170Q: 42 clusters Score -8.446462e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63868 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 27430 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14473 members 
Mstep: Class 10 contains 72054 members 
Mstep: Class 11 contains 24955 members 
Mstep: Class 12 contains 5622 members 
Mstep: Class 13 contains 124868 members 
Mstep: Class 14 contains 115348 members 
Mstep: Class 15 contains 59360 members 
Mstep: Class 16 contains 18500 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40757 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7254 members 
Mstep: Class 22 contains 7966 members 
Mstep: Class 23 contains 59473 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63792 members 
Mstep: Class 27 contains 1781 members 
Mstep: Class 28 contains 20630 members 
Mstep: Class 29 contains 76539 members 
Mstep: Class 30 contains 4239 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16877 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3840 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13116 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464624.000000 Penalty: 91762.257812
Iteration 171Q: 42 clusters Score -8.446462e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63867 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 27432 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14473 members 
Mstep: Class 10 contains 72054 members 
Mstep: Class 11 contains 24953 members 
Mstep: Class 12 contains 5622 members 
Mstep: Class 13 contains 124868 members 
Mstep: Class 14 contains 115347 members 
Mstep: Class 15 contains 59360 members 
Mstep: Class 16 contains 18500 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40758 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7254 members 
Mstep: Class 22 contains 7962 members 
Mstep: Class 23 contains 59473 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63792 members 
Mstep: Class 27 contains 1781 members 
Mstep: Class 28 contains 20630 members 
Mstep: Class 29 contains 76540 members 
Mstep: Class 30 contains 4239 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16876 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3840 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13116 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464616.000000 Penalty: 91762.257812
Iteration 172Q: 42 clusters Score -8.446462e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 27437 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14473 members 
Mstep: Class 10 contains 72054 members 
Mstep: Class 11 contains 24957 members 
Mstep: Class 12 contains 5622 members 
Mstep: Class 13 contains 124868 members 
Mstep: Class 14 contains 115340 members 
Mstep: Class 15 contains 59359 members 
Mstep: Class 16 contains 18500 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40758 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7254 members 
Mstep: Class 22 contains 7959 members 
Mstep: Class 23 contains 59472 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63792 members 
Mstep: Class 27 contains 1781 members 
Mstep: Class 28 contains 20630 members 
Mstep: Class 29 contains 76539 members 
Mstep: Class 30 contains 4239 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16877 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3840 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13116 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464648.000000 Penalty: 91762.257812
Iteration 173Q: 42 clusters Score -8.446465e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 27443 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14473 members 
Mstep: Class 10 contains 72054 members 
Mstep: Class 11 contains 24958 members 
Mstep: Class 12 contains 5622 members 
Mstep: Class 13 contains 124866 members 
Mstep: Class 14 contains 115337 members 
Mstep: Class 15 contains 59358 members 
Mstep: Class 16 contains 18500 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40758 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7254 members 
Mstep: Class 22 contains 7958 members 
Mstep: Class 23 contains 59472 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63792 members 
Mstep: Class 27 contains 1781 members 
Mstep: Class 28 contains 20629 members 
Mstep: Class 29 contains 76539 members 
Mstep: Class 30 contains 4239 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16877 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3840 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13116 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464664.000000 Penalty: 91762.257812
Iteration 174Q: 42 clusters Score -8.446466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 27446 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14473 members 
Mstep: Class 10 contains 72054 members 
Mstep: Class 11 contains 24958 members 
Mstep: Class 12 contains 5622 members 
Mstep: Class 13 contains 124865 members 
Mstep: Class 14 contains 115336 members 
Mstep: Class 15 contains 59358 members 
Mstep: Class 16 contains 18500 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40758 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7254 members 
Mstep: Class 22 contains 7958 members 
Mstep: Class 23 contains 59472 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63792 members 
Mstep: Class 27 contains 1781 members 
Mstep: Class 28 contains 20628 members 
Mstep: Class 29 contains 76539 members 
Mstep: Class 30 contains 4239 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16877 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3840 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13116 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464624.000000 Penalty: 91762.257812
Iteration 175Q: 42 clusters Score -8.446462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 27446 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14473 members 
Mstep: Class 10 contains 72054 members 
Mstep: Class 11 contains 24958 members 
Mstep: Class 12 contains 5622 members 
Mstep: Class 13 contains 124864 members 
Mstep: Class 14 contains 115336 members 
Mstep: Class 15 contains 59358 members 
Mstep: Class 16 contains 18500 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40758 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7958 members 
Mstep: Class 23 contains 59472 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63792 members 
Mstep: Class 27 contains 1781 members 
Mstep: Class 28 contains 20628 members 
Mstep: Class 29 contains 76539 members 
Mstep: Class 30 contains 4239 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16877 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3840 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13116 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464624.000000 Penalty: 91762.257812
Iteration 176Q: 42 clusters Score -8.446462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 27447 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14473 members 
Mstep: Class 10 contains 72054 members 
Mstep: Class 11 contains 24958 members 
Mstep: Class 12 contains 5622 members 
Mstep: Class 13 contains 124863 members 
Mstep: Class 14 contains 115336 members 
Mstep: Class 15 contains 59358 members 
Mstep: Class 16 contains 18500 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40758 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7958 members 
Mstep: Class 23 contains 59472 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63792 members 
Mstep: Class 27 contains 1781 members 
Mstep: Class 28 contains 20628 members 
Mstep: Class 29 contains 76539 members 
Mstep: Class 30 contains 4239 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16877 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3840 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13116 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464632.000000 Penalty: 91762.257812
Iteration 177Q: 42 clusters Score -8.446463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 27450 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14473 members 
Mstep: Class 10 contains 72054 members 
Mstep: Class 11 contains 24958 members 
Mstep: Class 12 contains 5622 members 
Mstep: Class 13 contains 124862 members 
Mstep: Class 14 contains 115335 members 
Mstep: Class 15 contains 59358 members 
Mstep: Class 16 contains 18500 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40758 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7958 members 
Mstep: Class 23 contains 59472 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63792 members 
Mstep: Class 27 contains 1781 members 
Mstep: Class 28 contains 20628 members 
Mstep: Class 29 contains 76538 members 
Mstep: Class 30 contains 4239 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16877 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3840 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13116 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464632.000000 Penalty: 91762.257812
Iteration 178Q: 42 clusters Score -8.446463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 27455 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14473 members 
Mstep: Class 10 contains 72054 members 
Mstep: Class 11 contains 24958 members 
Mstep: Class 12 contains 5622 members 
Mstep: Class 13 contains 124861 members 
Mstep: Class 14 contains 115332 members 
Mstep: Class 15 contains 59358 members 
Mstep: Class 16 contains 18500 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40758 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7958 members 
Mstep: Class 23 contains 59472 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63792 members 
Mstep: Class 27 contains 1781 members 
Mstep: Class 28 contains 20628 members 
Mstep: Class 29 contains 76537 members 
Mstep: Class 30 contains 4239 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16877 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3840 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13116 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464672.000000 Penalty: 91762.257812
Iteration 179Q: 42 clusters Score -8.446467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 27459 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14473 members 
Mstep: Class 10 contains 72054 members 
Mstep: Class 11 contains 24958 members 
Mstep: Class 12 contains 5622 members 
Mstep: Class 13 contains 124860 members 
Mstep: Class 14 contains 115329 members 
Mstep: Class 15 contains 59358 members 
Mstep: Class 16 contains 18500 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40758 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7958 members 
Mstep: Class 23 contains 59472 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63792 members 
Mstep: Class 27 contains 1781 members 
Mstep: Class 28 contains 20628 members 
Mstep: Class 29 contains 76537 members 
Mstep: Class 30 contains 4239 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16877 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3840 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13116 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464672.000000 Penalty: 91762.257812
Iteration 180F: 42 clusters Score -8.446467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 27459 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14473 members 
Mstep: Class 10 contains 72055 members 
Mstep: Class 11 contains 24958 members 
Mstep: Class 12 contains 5622 members 
Mstep: Class 13 contains 124860 members 
Mstep: Class 14 contains 115329 members 
Mstep: Class 15 contains 59358 members 
Mstep: Class 16 contains 18500 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40758 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7958 members 
Mstep: Class 23 contains 59472 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63791 members 
Mstep: Class 27 contains 1781 members 
Mstep: Class 28 contains 20628 members 
Mstep: Class 29 contains 76537 members 
Mstep: Class 30 contains 4239 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16877 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3840 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13116 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464664.000000 Penalty: 91762.257812
Iteration 181Q: 42 clusters Score -8.446466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 27459 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14473 members 
Mstep: Class 10 contains 72055 members 
Mstep: Class 11 contains 24958 members 
Mstep: Class 12 contains 5622 members 
Mstep: Class 13 contains 124860 members 
Mstep: Class 14 contains 115329 members 
Mstep: Class 15 contains 59358 members 
Mstep: Class 16 contains 18500 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40758 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7958 members 
Mstep: Class 23 contains 59472 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63791 members 
Mstep: Class 27 contains 1781 members 
Mstep: Class 28 contains 20628 members 
Mstep: Class 29 contains 76537 members 
Mstep: Class 30 contains 4239 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16877 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3840 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13116 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464664.000000 Penalty: 91762.257812
Iteration 182F: 42 clusters Score -8.446466e+07 nChanged 0
Entering ConstructFrom: 
Score: -84464664.000000 Penalty: 91762.257812
Entering ConstructFrom: 
Trying to split cluster 1 (63866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63866 members 
Entering Unmasked Estep 
Score: -5867632.500000 Penalty: 1797.988159
	Iteration 0F: 2 clusters Score -5867632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -5824851.500000 Penalty: 3595.976318
	Iteration 0F: 3 clusters Score -5824852 nChanged 30090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -5842274.500000 Penalty: 3595.976318
	Iteration 1F: 3 clusters Score -5842274 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -5842963.000000 Penalty: 3595.976318
	Iteration 2Q: 3 clusters Score -5842963 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -5843874.500000 Penalty: 3595.976318
	Iteration 3Q: 3 clusters Score -5843874 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -5845192.000000 Penalty: 3595.976318
	Iteration 4Q: 3 clusters Score -5845192 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -5847314.000000 Penalty: 3595.976318
	Iteration 5F: 3 clusters Score -5847314 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -5850289.000000 Penalty: 3595.976318
	Iteration 6F: 3 clusters Score -5850289 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50217 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -5854124.000000 Penalty: 3595.976318
	Iteration 7F: 3 clusters Score -5854124 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54375 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -5857918.000000 Penalty: 3595.976318
	Iteration 8F: 3 clusters Score -5857918 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57739 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -5861036.500000 Penalty: 3595.976318
	Iteration 9F: 3 clusters Score -5861036 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60102 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -5863206.500000 Penalty: 3595.976318
	Iteration 10Q: 3 clusters Score -5863206 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61582 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -5864487.500000 Penalty: 3595.976318
	Iteration 11Q: 3 clusters Score -5864488 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62446 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5865226.500000 Penalty: 3595.976318
	Iteration 12Q: 3 clusters Score -5865226 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62930 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5865613.500000 Penalty: 3595.976318
	Iteration 13Q: 3 clusters Score -5865614 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63157 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5865798.000000 Penalty: 3595.976318
	Iteration 14Q: 3 clusters Score -5865798 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63288 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5865913.500000 Penalty: 3595.976318
	Iteration 15Q: 3 clusters Score -5865914 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63362 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5866000.500000 Penalty: 3595.976318
	Iteration 16Q: 3 clusters Score -5866000 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63412 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5866051.000000 Penalty: 3595.976318
	Iteration 17Q: 3 clusters Score -5866051 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63442 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -5866086.000000 Penalty: 3595.976318
	Iteration 18Q: 3 clusters Score -5866086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63455 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5866105.500000 Penalty: 3595.976318
	Iteration 19Q: 3 clusters Score -5866106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63461 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5866109.000000 Penalty: 3595.976318
	Iteration 20F: 3 clusters Score -5866109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63468 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5866120.000000 Penalty: 3595.976318
	Iteration 21Q: 3 clusters Score -5866120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63472 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5866131.000000 Penalty: 3595.976318
	Iteration 22Q: 3 clusters Score -5866131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63475 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5866133.500000 Penalty: 3595.976318
	Iteration 23Q: 3 clusters Score -5866134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63483 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5866141.500000 Penalty: 3595.976318
	Iteration 24Q: 3 clusters Score -5866142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63495 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5866166.000000 Penalty: 3595.976318
	Iteration 25Q: 3 clusters Score -5866166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63505 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5866179.000000 Penalty: 3595.976318
	Iteration 26Q: 3 clusters Score -5866179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63507 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5866193.500000 Penalty: 3595.976318
	Iteration 27Q: 3 clusters Score -5866194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63513 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5866196.000000 Penalty: 3595.976318
	Iteration 28Q: 3 clusters Score -5866196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63516 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5866198.000000 Penalty: 3595.976318
	Iteration 29Q: 3 clusters Score -5866198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63519 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5866205.000000 Penalty: 3595.976318
	Iteration 30Q: 3 clusters Score -5866205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63520 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5866201.500000 Penalty: 3595.976318
	Iteration 31Q: 3 clusters Score -5866202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63520 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5866205.000000 Penalty: 3595.976318
	Iteration 32Q: 3 clusters Score -5866205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63520 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5866207.000000 Penalty: 3595.976318
	Iteration 33Q: 3 clusters Score -5866207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63518 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5866211.000000 Penalty: 3595.976318
	Iteration 34Q: 3 clusters Score -5866211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63515 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5866204.000000 Penalty: 3595.976318
	Iteration 35Q: 3 clusters Score -5866204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63512 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5866208.500000 Penalty: 3595.976318
	Iteration 36Q: 3 clusters Score -5866208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63511 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5866206.500000 Penalty: 3595.976318
	Iteration 37Q: 3 clusters Score -5866206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63510 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5866210.000000 Penalty: 3595.976318
	Iteration 38Q: 3 clusters Score -5866210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63509 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5866207.500000 Penalty: 3595.976318
	Iteration 39Q: 3 clusters Score -5866208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63509 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5866207.500000 Penalty: 3595.976318
	Iteration 40F: 3 clusters Score -5866208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Entering Unmasked Estep 
Score: -384632.718750 Penalty: 1362.901367
	Iteration 0F: 2 clusters Score -384632.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -380976.375000 Penalty: 2725.802734
	Iteration 0F: 3 clusters Score -380976.4 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -382035.687500 Penalty: 2725.802734
	Iteration 1F: 3 clusters Score -382035.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -382250.562500 Penalty: 2725.802734
	Iteration 2F: 3 clusters Score -382250.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -382417.750000 Penalty: 2725.802734
	Iteration 3F: 3 clusters Score -382417.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -382604.875000 Penalty: 2725.802734
	Iteration 4F: 3 clusters Score -382604.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -382854.375000 Penalty: 2725.802734
	Iteration 5F: 3 clusters Score -382854.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -383147.000000 Penalty: 2725.802734
	Iteration 6F: 3 clusters Score -383147 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -383463.250000 Penalty: 2725.802734
	Iteration 7F: 3 clusters Score -383463.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -383744.250000 Penalty: 2725.802734
	Iteration 8F: 3 clusters Score -383744.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -383992.093750 Penalty: 2725.802734
	Iteration 9Q: 3 clusters Score -383992.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -384221.593750 Penalty: 2725.802734
	Iteration 10Q: 3 clusters Score -384221.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -384417.281250 Penalty: 2725.802734
	Iteration 11Q: 3 clusters Score -384417.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -384595.750000 Penalty: 2725.802734
	Iteration 12Q: 3 clusters Score -384595.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -384807.625000 Penalty: 2725.802734
	Iteration 13Q: 3 clusters Score -384807.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -384994.906250 Penalty: 2725.802734
	Iteration 14Q: 3 clusters Score -384994.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -385053.500000 Penalty: 2725.802734
	Iteration 15Q: 3 clusters Score -385053.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -385080.375000 Penalty: 2725.802734
	Iteration 16Q: 3 clusters Score -385080.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -385091.906250 Penalty: 2725.802734
	Iteration 17Q: 3 clusters Score -385091.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -385096.875000 Penalty: 2725.802734
	Iteration 18Q: 3 clusters Score -385096.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -385099.375000 Penalty: 2725.802734
	Iteration 19Q: 3 clusters Score -385099.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -385099.375000 Penalty: 2725.802734
	Iteration 20F: 3 clusters Score -385099.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -385099.312500 Penalty: 2725.802734
	Iteration 21Q: 3 clusters Score -385099.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -385099.312500 Penalty: 2725.802734
	Iteration 22F: 3 clusters Score -385099.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 2058 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 27459 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14473 members 
Mstep: Class 10 contains 72055 members 
Mstep: Class 11 contains 24958 members 
Mstep: Class 12 contains 5622 members 
Mstep: Class 13 contains 124860 members 
Mstep: Class 14 contains 115329 members 
Mstep: Class 15 contains 59358 members 
Mstep: Class 16 contains 18500 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40758 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7958 members 
Mstep: Class 23 contains 59472 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63791 members 
Mstep: Class 27 contains 1781 members 
Mstep: Class 28 contains 20628 members 
Mstep: Class 29 contains 76537 members 
Mstep: Class 30 contains 4239 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16877 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3840 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13116 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 2332 members 
Entering Unmasked Estep 
Score: -84464184.000000 Penalty: 94000.359375
Splitting cluster 2 changes total score from -84464664.000000 to -84464184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (51288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51288 members 
Entering Unmasked Estep 
Score: -4597564.500000 Penalty: 1762.346924
	Iteration 0F: 2 clusters Score -4597564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -4563427.000000 Penalty: 3524.693848
	Iteration 0F: 3 clusters Score -4563427 nChanged 24132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -4577792.000000 Penalty: 3524.693848
	Iteration 1F: 3 clusters Score -4577792 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -4579246.000000 Penalty: 3524.693848
	Iteration 2F: 3 clusters Score -4579246 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -4581170.000000 Penalty: 3524.693848
	Iteration 3F: 3 clusters Score -4581170 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -4583149.500000 Penalty: 3524.693848
	Iteration 4F: 3 clusters Score -4583150 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -4585206.000000 Penalty: 3524.693848
	Iteration 5F: 3 clusters Score -4585206 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -4587399.000000 Penalty: 3524.693848
	Iteration 6F: 3 clusters Score -4587399 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -4589471.000000 Penalty: 3524.693848
	Iteration 7F: 3 clusters Score -4589471 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -4591223.000000 Penalty: 3524.693848
	Iteration 8Q: 3 clusters Score -4591223 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -4592304.500000 Penalty: 3524.693848
	Iteration 9Q: 3 clusters Score -4592304 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -4592905.500000 Penalty: 3524.693848
	Iteration 10Q: 3 clusters Score -4592906 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -4593325.000000 Penalty: 3524.693848
	Iteration 11Q: 3 clusters Score -4593325 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -4593687.500000 Penalty: 3524.693848
	Iteration 12Q: 3 clusters Score -4593688 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -4594074.500000 Penalty: 3524.693848
	Iteration 13Q: 3 clusters Score -4594074 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42854 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -4594499.000000 Penalty: 3524.693848
	Iteration 14Q: 3 clusters Score -4594499 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -4594893.500000 Penalty: 3524.693848
	Iteration 15Q: 3 clusters Score -4594894 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -4595259.500000 Penalty: 3524.693848
	Iteration 16Q: 3 clusters Score -4595260 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -4595562.500000 Penalty: 3524.693848
	Iteration 17Q: 3 clusters Score -4595562 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -4595808.000000 Penalty: 3524.693848
	Iteration 18Q: 3 clusters Score -4595808 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45638 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -4595963.500000 Penalty: 3524.693848
	Iteration 19Q: 3 clusters Score -4595964 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -4596067.000000 Penalty: 3524.693848
	Iteration 20F: 3 clusters Score -4596067 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -4596139.000000 Penalty: 3524.693848
	Iteration 21Q: 3 clusters Score -4596139 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46460 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -4596209.000000 Penalty: 3524.693848
	Iteration 22Q: 3 clusters Score -4596209 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -4596247.500000 Penalty: 3524.693848
	Iteration 23Q: 3 clusters Score -4596248 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46771 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -4596276.500000 Penalty: 3524.693848
	Iteration 24Q: 3 clusters Score -4596276 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -4596296.500000 Penalty: 3524.693848
	Iteration 25Q: 3 clusters Score -4596296 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47040 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -4596320.000000 Penalty: 3524.693848
	Iteration 26Q: 3 clusters Score -4596320 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47159 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -4596346.500000 Penalty: 3524.693848
	Iteration 27Q: 3 clusters Score -4596346 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47276 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -4596378.000000 Penalty: 3524.693848
	Iteration 28Q: 3 clusters Score -4596378 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47398 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -4596389.500000 Penalty: 3524.693848
	Iteration 29Q: 3 clusters Score -4596390 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -4596407.000000 Penalty: 3524.693848
	Iteration 30Q: 3 clusters Score -4596407 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47610 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -4596447.000000 Penalty: 3524.693848
	Iteration 31Q: 3 clusters Score -4596447 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -4596467.000000 Penalty: 3524.693848
	Iteration 32Q: 3 clusters Score -4596467 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47840 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -4596514.500000 Penalty: 3524.693848
	Iteration 33Q: 3 clusters Score -4596514 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47953 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -4596587.500000 Penalty: 3524.693848
	Iteration 34Q: 3 clusters Score -4596588 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -4596681.500000 Penalty: 3524.693848
	Iteration 35Q: 3 clusters Score -4596682 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48263 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -4596802.500000 Penalty: 3524.693848
	Iteration 36Q: 3 clusters Score -4596802 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -4596953.500000 Penalty: 3524.693848
	Iteration 37Q: 3 clusters Score -4596954 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48557 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -4597056.500000 Penalty: 3524.693848
	Iteration 38Q: 3 clusters Score -4597056 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -4597146.000000 Penalty: 3524.693848
	Iteration 39Q: 3 clusters Score -4597146 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48776 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -4597197.500000 Penalty: 3524.693848
	Iteration 40F: 3 clusters Score -4597198 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48854 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -4597247.000000 Penalty: 3524.693848
	Iteration 41Q: 3 clusters Score -4597247 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48922 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -4597260.000000 Penalty: 3524.693848
	Iteration 42Q: 3 clusters Score -4597260 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48973 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -4597282.000000 Penalty: 3524.693848
	Iteration 43Q: 3 clusters Score -4597282 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49010 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -4597295.500000 Penalty: 3524.693848
	Iteration 44Q: 3 clusters Score -4597296 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -4597305.500000 Penalty: 3524.693848
	Iteration 45Q: 3 clusters Score -4597306 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49061 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -4597322.000000 Penalty: 3524.693848
	Iteration 46Q: 3 clusters Score -4597322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -4597324.000000 Penalty: 3524.693848
	Iteration 47Q: 3 clusters Score -4597324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49076 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -4597328.500000 Penalty: 3524.693848
	Iteration 48Q: 3 clusters Score -4597328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -4597320.500000 Penalty: 3524.693848
	Iteration 49Q: 3 clusters Score -4597320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -4597318.500000 Penalty: 3524.693848
	Iteration 50Q: 3 clusters Score -4597318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -4597321.500000 Penalty: 3524.693848
	Iteration 51Q: 3 clusters Score -4597322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -4597320.000000 Penalty: 3524.693848
	Iteration 52Q: 3 clusters Score -4597320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49090 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -4597316.500000 Penalty: 3524.693848
	Iteration 53Q: 3 clusters Score -4597316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49094 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -4597311.000000 Penalty: 3524.693848
	Iteration 54Q: 3 clusters Score -4597311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49095 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -4597314.500000 Penalty: 3524.693848
	Iteration 55Q: 3 clusters Score -4597314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49097 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -4597310.500000 Penalty: 3524.693848
	Iteration 56Q: 3 clusters Score -4597310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49099 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -4597313.500000 Penalty: 3524.693848
	Iteration 57Q: 3 clusters Score -4597314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49101 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -4597309.500000 Penalty: 3524.693848
	Iteration 58Q: 3 clusters Score -4597310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49102 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -4597312.500000 Penalty: 3524.693848
	Iteration 59Q: 3 clusters Score -4597312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49102 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -4597312.500000 Penalty: 3524.693848
	Iteration 60F: 3 clusters Score -4597312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -990993.375000 Penalty: 1514.805664
	Iteration 0F: 2 clusters Score -990993.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -983082.062500 Penalty: 3029.611328
	Iteration 0F: 3 clusters Score -983082.1 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -986036.125000 Penalty: 3029.611328
	Iteration 1F: 3 clusters Score -986036.1 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -986775.312500 Penalty: 3029.611328
	Iteration 2F: 3 clusters Score -986775.3 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -987584.312500 Penalty: 3029.611328
	Iteration 3F: 3 clusters Score -987584.3 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -988401.125000 Penalty: 3029.611328
	Iteration 4F: 3 clusters Score -988401.1 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -989100.000000 Penalty: 3029.611328
	Iteration 5F: 3 clusters Score -989100 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -989497.000000 Penalty: 3029.611328
	Iteration 6F: 3 clusters Score -989497 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -989733.500000 Penalty: 3029.611328
	Iteration 7Q: 3 clusters Score -989733.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -989866.437500 Penalty: 3029.611328
	Iteration 8Q: 3 clusters Score -989866.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -989939.062500 Penalty: 3029.611328
	Iteration 9Q: 3 clusters Score -989939.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -989984.937500 Penalty: 3029.611328
	Iteration 10Q: 3 clusters Score -989984.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -990011.000000 Penalty: 3029.611328
	Iteration 11Q: 3 clusters Score -990011 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -990031.562500 Penalty: 3029.611328
	Iteration 12Q: 3 clusters Score -990031.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -990046.000000 Penalty: 3029.611328
	Iteration 13Q: 3 clusters Score -990046 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -990064.562500 Penalty: 3029.611328
	Iteration 14Q: 3 clusters Score -990064.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -990083.625000 Penalty: 3029.611328
	Iteration 15Q: 3 clusters Score -990083.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -990101.812500 Penalty: 3029.611328
	Iteration 16Q: 3 clusters Score -990101.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -990118.437500 Penalty: 3029.611328
	Iteration 17Q: 3 clusters Score -990118.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -990135.562500 Penalty: 3029.611328
	Iteration 18Q: 3 clusters Score -990135.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -990156.000000 Penalty: 3029.611328
	Iteration 19Q: 3 clusters Score -990156 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -990177.875000 Penalty: 3029.611328
	Iteration 20F: 3 clusters Score -990177.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -990204.500000 Penalty: 3029.611328
	Iteration 21Q: 3 clusters Score -990204.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -990227.437500 Penalty: 3029.611328
	Iteration 22Q: 3 clusters Score -990227.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -990264.625000 Penalty: 3029.611328
	Iteration 23Q: 3 clusters Score -990264.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -990300.000000 Penalty: 3029.611328
	Iteration 24Q: 3 clusters Score -990300 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -990337.375000 Penalty: 3029.611328
	Iteration 25Q: 3 clusters Score -990337.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -990375.750000 Penalty: 3029.611328
	Iteration 26Q: 3 clusters Score -990375.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -990408.625000 Penalty: 3029.611328
	Iteration 27Q: 3 clusters Score -990408.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -990441.750000 Penalty: 3029.611328
	Iteration 28Q: 3 clusters Score -990441.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -990471.375000 Penalty: 3029.611328
	Iteration 29Q: 3 clusters Score -990471.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -990499.875000 Penalty: 3029.611328
	Iteration 30Q: 3 clusters Score -990499.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -990518.812500 Penalty: 3029.611328
	Iteration 31Q: 3 clusters Score -990518.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -990527.312500 Penalty: 3029.611328
	Iteration 32Q: 3 clusters Score -990527.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -990538.375000 Penalty: 3029.611328
	Iteration 33Q: 3 clusters Score -990538.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -990547.187500 Penalty: 3029.611328
	Iteration 34Q: 3 clusters Score -990547.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -990554.375000 Penalty: 3029.611328
	Iteration 35Q: 3 clusters Score -990554.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -990557.062500 Penalty: 3029.611328
	Iteration 36Q: 3 clusters Score -990557.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -990560.750000 Penalty: 3029.611328
	Iteration 37Q: 3 clusters Score -990560.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -990562.687500 Penalty: 3029.611328
	Iteration 38Q: 3 clusters Score -990562.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -990568.000000 Penalty: 3029.611328
	Iteration 39Q: 3 clusters Score -990568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -990567.250000 Penalty: 3029.611328
	Iteration 40F: 3 clusters Score -990567.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -990571.125000 Penalty: 3029.611328
	Iteration 41Q: 3 clusters Score -990571.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -990573.500000 Penalty: 3029.611328
	Iteration 42Q: 3 clusters Score -990573.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -990574.312500 Penalty: 3029.611328
	Iteration 43Q: 3 clusters Score -990574.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -990573.812500 Penalty: 3029.611328
	Iteration 44Q: 3 clusters Score -990573.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -990574.187500 Penalty: 3029.611328
	Iteration 45Q: 3 clusters Score -990574.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -990577.312500 Penalty: 3029.611328
	Iteration 46Q: 3 clusters Score -990577.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -990578.812500 Penalty: 3029.611328
	Iteration 47Q: 3 clusters Score -990578.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -990579.187500 Penalty: 3029.611328
	Iteration 48Q: 3 clusters Score -990579.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -990581.375000 Penalty: 3029.611328
	Iteration 49Q: 3 clusters Score -990581.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -990580.187500 Penalty: 3029.611328
	Iteration 50Q: 3 clusters Score -990580.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -990581.437500 Penalty: 3029.611328
	Iteration 51Q: 3 clusters Score -990581.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -990581.437500 Penalty: 3029.611328
	Iteration 52F: 3 clusters Score -990581.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Entering Unmasked Estep 
Score: -971740.687500 Penalty: 1503.926392
	Iteration 0F: 2 clusters Score -971740.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -964294.187500 Penalty: 3007.852783
	Iteration 0F: 3 clusters Score -964294.2 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -966908.875000 Penalty: 3007.852783
	Iteration 1F: 3 clusters Score -966908.9 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -967495.812500 Penalty: 3007.852783
	Iteration 2F: 3 clusters Score -967495.8 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -968152.625000 Penalty: 3007.852783
	Iteration 3F: 3 clusters Score -968152.6 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -968791.312500 Penalty: 3007.852783
	Iteration 4F: 3 clusters Score -968791.3 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -969331.812500 Penalty: 3007.852783
	Iteration 5F: 3 clusters Score -969331.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -969752.000000 Penalty: 3007.852783
	Iteration 6Q: 3 clusters Score -969752 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -970019.750000 Penalty: 3007.852783
	Iteration 7Q: 3 clusters Score -970019.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -970174.312500 Penalty: 3007.852783
	Iteration 8Q: 3 clusters Score -970174.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -970260.625000 Penalty: 3007.852783
	Iteration 9Q: 3 clusters Score -970260.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -970333.187500 Penalty: 3007.852783
	Iteration 10Q: 3 clusters Score -970333.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -970386.937500 Penalty: 3007.852783
	Iteration 11Q: 3 clusters Score -970386.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -970416.937500 Penalty: 3007.852783
	Iteration 12Q: 3 clusters Score -970416.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -970447.750000 Penalty: 3007.852783
	Iteration 13Q: 3 clusters Score -970447.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -970473.687500 Penalty: 3007.852783
	Iteration 14Q: 3 clusters Score -970473.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -970492.125000 Penalty: 3007.852783
	Iteration 15Q: 3 clusters Score -970492.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -970504.812500 Penalty: 3007.852783
	Iteration 16Q: 3 clusters Score -970504.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -970513.812500 Penalty: 3007.852783
	Iteration 17Q: 3 clusters Score -970513.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -970516.062500 Penalty: 3007.852783
	Iteration 18Q: 3 clusters Score -970516.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -970518.875000 Penalty: 3007.852783
	Iteration 19Q: 3 clusters Score -970518.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -970525.625000 Penalty: 3007.852783
	Iteration 20F: 3 clusters Score -970525.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -970531.562500 Penalty: 3007.852783
	Iteration 21Q: 3 clusters Score -970531.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -970533.250000 Penalty: 3007.852783
	Iteration 22Q: 3 clusters Score -970533.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -970536.812500 Penalty: 3007.852783
	Iteration 23Q: 3 clusters Score -970536.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -970539.437500 Penalty: 3007.852783
	Iteration 24Q: 3 clusters Score -970539.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -970539.750000 Penalty: 3007.852783
	Iteration 25Q: 3 clusters Score -970539.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -970539.750000 Penalty: 3007.852783
	Iteration 26F: 3 clusters Score -970539.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Entering Unmasked Estep 
Score: -152716.593750 Penalty: 1238.682861
	Iteration 0F: 2 clusters Score -152716.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -150667.171875 Penalty: 2477.365723
	Iteration 0F: 3 clusters Score -150667.2 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -151348.250000 Penalty: 2477.365723
	Iteration 1F: 3 clusters Score -151348.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -151585.406250 Penalty: 2477.365723
	Iteration 2F: 3 clusters Score -151585.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -151716.609375 Penalty: 2477.365723
	Iteration 3F: 3 clusters Score -151716.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -151807.062500 Penalty: 2477.365723
	Iteration 4Q: 3 clusters Score -151807.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -151883.265625 Penalty: 2477.365723
	Iteration 5Q: 3 clusters Score -151883.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -151957.390625 Penalty: 2477.365723
	Iteration 6Q: 3 clusters Score -151957.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -152011.843750 Penalty: 2477.365723
	Iteration 7Q: 3 clusters Score -152011.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -152054.312500 Penalty: 2477.365723
	Iteration 8Q: 3 clusters Score -152054.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -152103.703125 Penalty: 2477.365723
	Iteration 9Q: 3 clusters Score -152103.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -152138.875000 Penalty: 2477.365723
	Iteration 10Q: 3 clusters Score -152138.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -152157.046875 Penalty: 2477.365723
	Iteration 11Q: 3 clusters Score -152157 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -152172.968750 Penalty: 2477.365723
	Iteration 12Q: 3 clusters Score -152173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -152184.031250 Penalty: 2477.365723
	Iteration 13Q: 3 clusters Score -152184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -152191.312500 Penalty: 2477.365723
	Iteration 14Q: 3 clusters Score -152191.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -152201.875000 Penalty: 2477.365723
	Iteration 15Q: 3 clusters Score -152201.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -152212.062500 Penalty: 2477.365723
	Iteration 16Q: 3 clusters Score -152212.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -152219.875000 Penalty: 2477.365723
	Iteration 17Q: 3 clusters Score -152219.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -152233.375000 Penalty: 2477.365723
	Iteration 18Q: 3 clusters Score -152233.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -152249.343750 Penalty: 2477.365723
	Iteration 19Q: 3 clusters Score -152249.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -152272.218750 Penalty: 2477.365723
	Iteration 20F: 3 clusters Score -152272.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -152302.000000 Penalty: 2477.365723
	Iteration 21Q: 3 clusters Score -152302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -152338.421875 Penalty: 2477.365723
	Iteration 22Q: 3 clusters Score -152338.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -152371.984375 Penalty: 2477.365723
	Iteration 23Q: 3 clusters Score -152372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -152397.484375 Penalty: 2477.365723
	Iteration 24Q: 3 clusters Score -152397.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -152415.109375 Penalty: 2477.365723
	Iteration 25Q: 3 clusters Score -152415.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -152421.578125 Penalty: 2477.365723
	Iteration 26Q: 3 clusters Score -152421.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -152429.687500 Penalty: 2477.365723
	Iteration 27Q: 3 clusters Score -152429.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -152435.015625 Penalty: 2477.365723
	Iteration 28Q: 3 clusters Score -152435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -152440.296875 Penalty: 2477.365723
	Iteration 29Q: 3 clusters Score -152440.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -152442.281250 Penalty: 2477.365723
	Iteration 30Q: 3 clusters Score -152442.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -152443.609375 Penalty: 2477.365723
	Iteration 31Q: 3 clusters Score -152443.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -152443.609375 Penalty: 2477.365723
	Iteration 32F: 3 clusters Score -152443.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Entering Unmasked Estep 
Score: -2542965.750000 Penalty: 1660.822998
	Iteration 0F: 2 clusters Score -2542966 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 13647 members 
Entering Unmasked Estep 
Score: -2524560.750000 Penalty: 3321.645996
	Iteration 0F: 3 clusters Score -2524561 nChanged 12562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2531486.500000 Penalty: 3321.645996
	Iteration 1F: 3 clusters Score -2531486 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -2531865.500000 Penalty: 3321.645996
	Iteration 2Q: 3 clusters Score -2531866 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2532247.000000 Penalty: 3321.645996
	Iteration 3Q: 3 clusters Score -2532247 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2532677.000000 Penalty: 3321.645996
	Iteration 4Q: 3 clusters Score -2532677 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -2533202.000000 Penalty: 3321.645996
	Iteration 5Q: 3 clusters Score -2533202 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2533972.000000 Penalty: 3321.645996
	Iteration 6Q: 3 clusters Score -2533972 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2534993.500000 Penalty: 3321.645996
	Iteration 7F: 3 clusters Score -2534994 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2536251.000000 Penalty: 3321.645996
	Iteration 8F: 3 clusters Score -2536251 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2537426.000000 Penalty: 3321.645996
	Iteration 9F: 3 clusters Score -2537426 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2538314.750000 Penalty: 3321.645996
	Iteration 10Q: 3 clusters Score -2538315 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2538893.750000 Penalty: 3321.645996
	Iteration 11Q: 3 clusters Score -2538894 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -2539287.250000 Penalty: 3321.645996
	Iteration 12Q: 3 clusters Score -2539287 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -2539563.250000 Penalty: 3321.645996
	Iteration 13Q: 3 clusters Score -2539563 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -2539797.000000 Penalty: 3321.645996
	Iteration 14Q: 3 clusters Score -2539797 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -2540028.500000 Penalty: 3321.645996
	Iteration 15Q: 3 clusters Score -2540028 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2540241.000000 Penalty: 3321.645996
	Iteration 16Q: 3 clusters Score -2540241 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2540398.500000 Penalty: 3321.645996
	Iteration 17Q: 3 clusters Score -2540398 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2540584.250000 Penalty: 3321.645996
	Iteration 18Q: 3 clusters Score -2540584 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2540739.500000 Penalty: 3321.645996
	Iteration 19Q: 3 clusters Score -2540740 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2540866.250000 Penalty: 3321.645996
	Iteration 20F: 3 clusters Score -2540866 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2540944.000000 Penalty: 3321.645996
	Iteration 21Q: 3 clusters Score -2540944 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2541023.500000 Penalty: 3321.645996
	Iteration 22Q: 3 clusters Score -2541024 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2541075.000000 Penalty: 3321.645996
	Iteration 23Q: 3 clusters Score -2541075 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2541136.250000 Penalty: 3321.645996
	Iteration 24Q: 3 clusters Score -2541136 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2541179.500000 Penalty: 3321.645996
	Iteration 25Q: 3 clusters Score -2541180 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2541222.750000 Penalty: 3321.645996
	Iteration 26Q: 3 clusters Score -2541223 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2541266.750000 Penalty: 3321.645996
	Iteration 27Q: 3 clusters Score -2541267 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2541293.750000 Penalty: 3321.645996
	Iteration 28Q: 3 clusters Score -2541294 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2541317.000000 Penalty: 3321.645996
	Iteration 29Q: 3 clusters Score -2541317 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2541337.500000 Penalty: 3321.645996
	Iteration 30Q: 3 clusters Score -2541338 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2541357.750000 Penalty: 3321.645996
	Iteration 31Q: 3 clusters Score -2541358 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2541379.750000 Penalty: 3321.645996
	Iteration 32Q: 3 clusters Score -2541380 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2541384.500000 Penalty: 3321.645996
	Iteration 33Q: 3 clusters Score -2541384 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2541391.250000 Penalty: 3321.645996
	Iteration 34Q: 3 clusters Score -2541391 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2541407.000000 Penalty: 3321.645996
	Iteration 35Q: 3 clusters Score -2541407 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2541411.500000 Penalty: 3321.645996
	Iteration 36Q: 3 clusters Score -2541412 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2541418.250000 Penalty: 3321.645996
	Iteration 37Q: 3 clusters Score -2541418 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2541438.000000 Penalty: 3321.645996
	Iteration 38Q: 3 clusters Score -2541438 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2541446.750000 Penalty: 3321.645996
	Iteration 39Q: 3 clusters Score -2541447 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2541457.000000 Penalty: 3321.645996
	Iteration 40F: 3 clusters Score -2541457 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2541472.250000 Penalty: 3321.645996
	Iteration 41Q: 3 clusters Score -2541472 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2541486.750000 Penalty: 3321.645996
	Iteration 42Q: 3 clusters Score -2541487 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2541501.500000 Penalty: 3321.645996
	Iteration 43Q: 3 clusters Score -2541502 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2541510.000000 Penalty: 3321.645996
	Iteration 44Q: 3 clusters Score -2541510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2541510.500000 Penalty: 3321.645996
	Iteration 45Q: 3 clusters Score -2541510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2541518.750000 Penalty: 3321.645996
	Iteration 46Q: 3 clusters Score -2541519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2541518.000000 Penalty: 3321.645996
	Iteration 47Q: 3 clusters Score -2541518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2541518.750000 Penalty: 3321.645996
	Iteration 48Q: 3 clusters Score -2541519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2541525.750000 Penalty: 3321.645996
	Iteration 49Q: 3 clusters Score -2541526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2541530.250000 Penalty: 3321.645996
	Iteration 50Q: 3 clusters Score -2541530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2541534.500000 Penalty: 3321.645996
	Iteration 51Q: 3 clusters Score -2541534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2541533.750000 Penalty: 3321.645996
	Iteration 52Q: 3 clusters Score -2541534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2541535.750000 Penalty: 3321.645996
	Iteration 53Q: 3 clusters Score -2541536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2541535.750000 Penalty: 3321.645996
	Iteration 54Q: 3 clusters Score -2541536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2541535.750000 Penalty: 3321.645996
	Iteration 55F: 3 clusters Score -2541536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Entering Unmasked Estep 
Score: -175757.921875 Penalty: 1233.020264
	Iteration 0F: 2 clusters Score -175757.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -173680.093750 Penalty: 2466.040527
	Iteration 0F: 3 clusters Score -173680.1 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -174142.875000 Penalty: 2466.040527
	Iteration 1F: 3 clusters Score -174142.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -174248.937500 Penalty: 2466.040527
	Iteration 2F: 3 clusters Score -174248.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -174305.062500 Penalty: 2466.040527
	Iteration 3Q: 3 clusters Score -174305.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -174347.062500 Penalty: 2466.040527
	Iteration 4Q: 3 clusters Score -174347.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -174371.078125 Penalty: 2466.040527
	Iteration 5Q: 3 clusters Score -174371.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -174397.359375 Penalty: 2466.040527
	Iteration 6Q: 3 clusters Score -174397.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -174420.312500 Penalty: 2466.040527
	Iteration 7Q: 3 clusters Score -174420.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -174431.453125 Penalty: 2466.040527
	Iteration 8Q: 3 clusters Score -174431.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -174439.734375 Penalty: 2466.040527
	Iteration 9Q: 3 clusters Score -174439.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -174447.343750 Penalty: 2466.040527
	Iteration 10Q: 3 clusters Score -174447.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -174456.437500 Penalty: 2466.040527
	Iteration 11Q: 3 clusters Score -174456.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -174467.218750 Penalty: 2466.040527
	Iteration 12Q: 3 clusters Score -174467.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -174478.875000 Penalty: 2466.040527
	Iteration 13Q: 3 clusters Score -174478.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -174491.593750 Penalty: 2466.040527
	Iteration 14Q: 3 clusters Score -174491.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -174500.562500 Penalty: 2466.040527
	Iteration 15Q: 3 clusters Score -174500.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -174512.375000 Penalty: 2466.040527
	Iteration 16Q: 3 clusters Score -174512.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -174520.921875 Penalty: 2466.040527
	Iteration 17Q: 3 clusters Score -174520.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -174533.468750 Penalty: 2466.040527
	Iteration 18Q: 3 clusters Score -174533.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -174541.562500 Penalty: 2466.040527
	Iteration 19Q: 3 clusters Score -174541.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -174546.359375 Penalty: 2466.040527
	Iteration 20F: 3 clusters Score -174546.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -174552.484375 Penalty: 2466.040527
	Iteration 21Q: 3 clusters Score -174552.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -174556.828125 Penalty: 2466.040527
	Iteration 22Q: 3 clusters Score -174556.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -174560.578125 Penalty: 2466.040527
	Iteration 23Q: 3 clusters Score -174560.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -174563.359375 Penalty: 2466.040527
	Iteration 24Q: 3 clusters Score -174563.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -174566.859375 Penalty: 2466.040527
	Iteration 25Q: 3 clusters Score -174566.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -174570.343750 Penalty: 2466.040527
	Iteration 26Q: 3 clusters Score -174570.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -174574.968750 Penalty: 2466.040527
	Iteration 27Q: 3 clusters Score -174575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -174582.953125 Penalty: 2466.040527
	Iteration 28Q: 3 clusters Score -174583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -174595.921875 Penalty: 2466.040527
	Iteration 29Q: 3 clusters Score -174595.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -174605.125000 Penalty: 2466.040527
	Iteration 30Q: 3 clusters Score -174605.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -174609.875000 Penalty: 2466.040527
	Iteration 31Q: 3 clusters Score -174609.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -174611.703125 Penalty: 2466.040527
	Iteration 32Q: 3 clusters Score -174611.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -174615.421875 Penalty: 2466.040527
	Iteration 33Q: 3 clusters Score -174615.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -174617.062500 Penalty: 2466.040527
	Iteration 34Q: 3 clusters Score -174617.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -174618.781250 Penalty: 2466.040527
	Iteration 35Q: 3 clusters Score -174618.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -174618.984375 Penalty: 2466.040527
	Iteration 36Q: 3 clusters Score -174619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -174619.437500 Penalty: 2466.040527
	Iteration 37Q: 3 clusters Score -174619.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -174619.437500 Penalty: 2466.040527
	Iteration 38F: 3 clusters Score -174619.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -1293469.875000 Penalty: 1556.756470
	Iteration 0F: 2 clusters Score -1293470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1283405.750000 Penalty: 3113.512939
	Iteration 0F: 3 clusters Score -1283406 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1287345.375000 Penalty: 3113.512939
	Iteration 1F: 3 clusters Score -1287345 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1288076.250000 Penalty: 3113.512939
	Iteration 2F: 3 clusters Score -1288076 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1288929.125000 Penalty: 3113.512939
	Iteration 3F: 3 clusters Score -1288929 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1289804.500000 Penalty: 3113.512939
	Iteration 4F: 3 clusters Score -1289804 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1290620.125000 Penalty: 3113.512939
	Iteration 5F: 3 clusters Score -1290620 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1291355.375000 Penalty: 3113.512939
	Iteration 6F: 3 clusters Score -1291355 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1291858.750000 Penalty: 3113.512939
	Iteration 7Q: 3 clusters Score -1291859 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1292106.625000 Penalty: 3113.512939
	Iteration 8Q: 3 clusters Score -1292107 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1292225.750000 Penalty: 3113.512939
	Iteration 9Q: 3 clusters Score -1292226 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1292291.750000 Penalty: 3113.512939
	Iteration 10Q: 3 clusters Score -1292292 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1292324.625000 Penalty: 3113.512939
	Iteration 11Q: 3 clusters Score -1292325 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1292340.250000 Penalty: 3113.512939
	Iteration 12Q: 3 clusters Score -1292340 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1292352.750000 Penalty: 3113.512939
	Iteration 13Q: 3 clusters Score -1292353 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1292363.000000 Penalty: 3113.512939
	Iteration 14Q: 3 clusters Score -1292363 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1292372.125000 Penalty: 3113.512939
	Iteration 15Q: 3 clusters Score -1292372 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1292383.625000 Penalty: 3113.512939
	Iteration 16Q: 3 clusters Score -1292384 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1292388.500000 Penalty: 3113.512939
	Iteration 17Q: 3 clusters Score -1292388 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1292398.500000 Penalty: 3113.512939
	Iteration 18Q: 3 clusters Score -1292398 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1292407.000000 Penalty: 3113.512939
	Iteration 19Q: 3 clusters Score -1292407 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1292414.000000 Penalty: 3113.512939
	Iteration 20F: 3 clusters Score -1292414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1292417.000000 Penalty: 3113.512939
	Iteration 21Q: 3 clusters Score -1292417 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1292418.500000 Penalty: 3113.512939
	Iteration 22Q: 3 clusters Score -1292418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1292423.500000 Penalty: 3113.512939
	Iteration 23Q: 3 clusters Score -1292424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1292423.000000 Penalty: 3113.512939
	Iteration 24Q: 3 clusters Score -1292423 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1292426.000000 Penalty: 3113.512939
	Iteration 25Q: 3 clusters Score -1292426 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1292436.125000 Penalty: 3113.512939
	Iteration 26Q: 3 clusters Score -1292436 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1292438.500000 Penalty: 3113.512939
	Iteration 27Q: 3 clusters Score -1292438 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1292443.000000 Penalty: 3113.512939
	Iteration 28Q: 3 clusters Score -1292443 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1292446.625000 Penalty: 3113.512939
	Iteration 29Q: 3 clusters Score -1292447 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1292447.375000 Penalty: 3113.512939
	Iteration 30Q: 3 clusters Score -1292447 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1292444.625000 Penalty: 3113.512939
	Iteration 31Q: 3 clusters Score -1292445 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1292453.125000 Penalty: 3113.512939
	Iteration 32Q: 3 clusters Score -1292453 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1292456.250000 Penalty: 3113.512939
	Iteration 33Q: 3 clusters Score -1292456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1292454.250000 Penalty: 3113.512939
	Iteration 34Q: 3 clusters Score -1292454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1292457.500000 Penalty: 3113.512939
	Iteration 35Q: 3 clusters Score -1292458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1292462.875000 Penalty: 3113.512939
	Iteration 36Q: 3 clusters Score -1292463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1292462.375000 Penalty: 3113.512939
	Iteration 37Q: 3 clusters Score -1292462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1292466.375000 Penalty: 3113.512939
	Iteration 38Q: 3 clusters Score -1292466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1292469.625000 Penalty: 3113.512939
	Iteration 39Q: 3 clusters Score -1292470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1292473.000000 Penalty: 3113.512939
	Iteration 40F: 3 clusters Score -1292473 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1292474.500000 Penalty: 3113.512939
	Iteration 41Q: 3 clusters Score -1292474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1292476.250000 Penalty: 3113.512939
	Iteration 42Q: 3 clusters Score -1292476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1292480.375000 Penalty: 3113.512939
	Iteration 43Q: 3 clusters Score -1292480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1292479.625000 Penalty: 3113.512939
	Iteration 44Q: 3 clusters Score -1292480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1292479.125000 Penalty: 3113.512939
	Iteration 45Q: 3 clusters Score -1292479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1292481.375000 Penalty: 3113.512939
	Iteration 46Q: 3 clusters Score -1292481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1292484.250000 Penalty: 3113.512939
	Iteration 47Q: 3 clusters Score -1292484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1292488.000000 Penalty: 3113.512939
	Iteration 48Q: 3 clusters Score -1292488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1292489.125000 Penalty: 3113.512939
	Iteration 49Q: 3 clusters Score -1292489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1292488.500000 Penalty: 3113.512939
	Iteration 50Q: 3 clusters Score -1292488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1292487.250000 Penalty: 3113.512939
	Iteration 51Q: 3 clusters Score -1292487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1292488.000000 Penalty: 3113.512939
	Iteration 52Q: 3 clusters Score -1292488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1292496.000000 Penalty: 3113.512939
	Iteration 53Q: 3 clusters Score -1292496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1292495.875000 Penalty: 3113.512939
	Iteration 54Q: 3 clusters Score -1292496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1292496.750000 Penalty: 3113.512939
	Iteration 55Q: 3 clusters Score -1292497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1292499.375000 Penalty: 3113.512939
	Iteration 56Q: 3 clusters Score -1292499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1292499.875000 Penalty: 3113.512939
	Iteration 57Q: 3 clusters Score -1292500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1292500.000000 Penalty: 3113.512939
	Iteration 58Q: 3 clusters Score -1292500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1292500.625000 Penalty: 3113.512939
	Iteration 59Q: 3 clusters Score -1292501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1292499.750000 Penalty: 3113.512939
	Iteration 60F: 3 clusters Score -1292500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1292499.250000 Penalty: 3113.512939
	Iteration 61Q: 3 clusters Score -1292499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1292497.375000 Penalty: 3113.512939
	Iteration 62Q: 3 clusters Score -1292497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1292498.750000 Penalty: 3113.512939
	Iteration 63Q: 3 clusters Score -1292499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1292500.000000 Penalty: 3113.512939
	Iteration 64Q: 3 clusters Score -1292500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1292499.500000 Penalty: 3113.512939
	Iteration 65Q: 3 clusters Score -1292500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1292499.500000 Penalty: 3113.512939
	Iteration 66F: 3 clusters Score -1292500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (72055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72055 members 
Entering Unmasked Estep 
Score: -6603644.000000 Penalty: 1817.592651
	Iteration 0F: 2 clusters Score -6603644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -6555548.500000 Penalty: 3635.185303
	Iteration 0F: 3 clusters Score -6555548 nChanged 34128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -6575181.000000 Penalty: 3635.185303
	Iteration 1F: 3 clusters Score -6575181 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -6575828.500000 Penalty: 3635.185303
	Iteration 2Q: 3 clusters Score -6575828 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -6576751.000000 Penalty: 3635.185303
	Iteration 3Q: 3 clusters Score -6576751 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -6577997.500000 Penalty: 3635.185303
	Iteration 4Q: 3 clusters Score -6577998 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 45673 members 
Entering Unmasked Estep 
Score: -6579990.000000 Penalty: 3635.185303
	Iteration 5F: 3 clusters Score -6579990 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 49993 members 
Entering Unmasked Estep 
Score: -6582988.000000 Penalty: 3635.185303
	Iteration 6F: 3 clusters Score -6582988 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 55063 members 
Entering Unmasked Estep 
Score: -6586916.000000 Penalty: 3635.185303
	Iteration 7F: 3 clusters Score -6586916 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 60322 members 
Entering Unmasked Estep 
Score: -6591519.000000 Penalty: 3635.185303
	Iteration 8F: 3 clusters Score -6591519 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 64894 members 
Entering Unmasked Estep 
Score: -6595717.500000 Penalty: 3635.185303
	Iteration 9F: 3 clusters Score -6595718 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 68263 members 
Entering Unmasked Estep 
Score: -6598935.500000 Penalty: 3635.185303
	Iteration 10Q: 3 clusters Score -6598936 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 70187 members 
Entering Unmasked Estep 
Score: -6600641.000000 Penalty: 3635.185303
	Iteration 11Q: 3 clusters Score -6600641 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 71070 members 
Entering Unmasked Estep 
Score: -6601333.000000 Penalty: 3635.185303
	Iteration 12Q: 3 clusters Score -6601333 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 71469 members 
Entering Unmasked Estep 
Score: -6601667.500000 Penalty: 3635.185303
	Iteration 13Q: 3 clusters Score -6601668 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 71637 members 
Entering Unmasked Estep 
Score: -6601815.500000 Penalty: 3635.185303
	Iteration 14Q: 3 clusters Score -6601816 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 71700 members 
Entering Unmasked Estep 
Score: -6601904.000000 Penalty: 3635.185303
	Iteration 15Q: 3 clusters Score -6601904 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 71732 members 
Entering Unmasked Estep 
Score: -6601947.000000 Penalty: 3635.185303
	Iteration 16Q: 3 clusters Score -6601947 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 71751 members 
Entering Unmasked Estep 
Score: -6601983.500000 Penalty: 3635.185303
	Iteration 17Q: 3 clusters Score -6601984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 71767 members 
Entering Unmasked Estep 
Score: -6602001.500000 Penalty: 3635.185303
	Iteration 18Q: 3 clusters Score -6602002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 71778 members 
Entering Unmasked Estep 
Score: -6602010.500000 Penalty: 3635.185303
	Iteration 19Q: 3 clusters Score -6602010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 71782 members 
Entering Unmasked Estep 
Score: -6602014.000000 Penalty: 3635.185303
	Iteration 20F: 3 clusters Score -6602014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 71790 members 
Entering Unmasked Estep 
Score: -6602025.500000 Penalty: 3635.185303
	Iteration 21Q: 3 clusters Score -6602026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 71793 members 
Entering Unmasked Estep 
Score: -6602025.500000 Penalty: 3635.185303
	Iteration 22Q: 3 clusters Score -6602026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 71794 members 
Entering Unmasked Estep 
Score: -6602032.500000 Penalty: 3635.185303
	Iteration 23Q: 3 clusters Score -6602032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 71794 members 
Entering Unmasked Estep 
Score: -6602032.500000 Penalty: 3635.185303
	Iteration 24F: 3 clusters Score -6602032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Entering Unmasked Estep 
Score: -2069359.875000 Penalty: 1645.304321
	Iteration 0F: 2 clusters Score -2069360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2052512.625000 Penalty: 3290.608643
	Iteration 0F: 3 clusters Score -2052513 nChanged 11345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -2058724.750000 Penalty: 3290.608643
	Iteration 1F: 3 clusters Score -2058725 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2059230.125000 Penalty: 3290.608643
	Iteration 2Q: 3 clusters Score -2059230 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2059850.250000 Penalty: 3290.608643
	Iteration 3F: 3 clusters Score -2059850 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -2060633.375000 Penalty: 3290.608643
	Iteration 4F: 3 clusters Score -2060633 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2061542.875000 Penalty: 3290.608643
	Iteration 5F: 3 clusters Score -2061543 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2062468.625000 Penalty: 3290.608643
	Iteration 6F: 3 clusters Score -2062469 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2063426.625000 Penalty: 3290.608643
	Iteration 7F: 3 clusters Score -2063427 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2064388.500000 Penalty: 3290.608643
	Iteration 8F: 3 clusters Score -2064388 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -2065311.375000 Penalty: 3290.608643
	Iteration 9F: 3 clusters Score -2065311 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2066062.375000 Penalty: 3290.608643
	Iteration 10Q: 3 clusters Score -2066062 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2066625.375000 Penalty: 3290.608643
	Iteration 11Q: 3 clusters Score -2066625 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2067022.875000 Penalty: 3290.608643
	Iteration 12Q: 3 clusters Score -2067023 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2067319.875000 Penalty: 3290.608643
	Iteration 13Q: 3 clusters Score -2067320 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2067556.000000 Penalty: 3290.608643
	Iteration 14Q: 3 clusters Score -2067556 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2067793.875000 Penalty: 3290.608643
	Iteration 15Q: 3 clusters Score -2067794 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2067982.875000 Penalty: 3290.608643
	Iteration 16Q: 3 clusters Score -2067983 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2068165.875000 Penalty: 3290.608643
	Iteration 17Q: 3 clusters Score -2068166 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2068290.750000 Penalty: 3290.608643
	Iteration 18Q: 3 clusters Score -2068291 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2068390.250000 Penalty: 3290.608643
	Iteration 19Q: 3 clusters Score -2068390 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2068502.125000 Penalty: 3290.608643
	Iteration 20F: 3 clusters Score -2068502 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2068577.125000 Penalty: 3290.608643
	Iteration 21Q: 3 clusters Score -2068577 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2068631.375000 Penalty: 3290.608643
	Iteration 22Q: 3 clusters Score -2068631 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2068679.500000 Penalty: 3290.608643
	Iteration 23Q: 3 clusters Score -2068680 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2068709.125000 Penalty: 3290.608643
	Iteration 24Q: 3 clusters Score -2068709 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2068736.875000 Penalty: 3290.608643
	Iteration 25Q: 3 clusters Score -2068737 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2068759.625000 Penalty: 3290.608643
	Iteration 26Q: 3 clusters Score -2068760 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2068787.750000 Penalty: 3290.608643
	Iteration 27Q: 3 clusters Score -2068788 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2068807.750000 Penalty: 3290.608643
	Iteration 28Q: 3 clusters Score -2068808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2068815.500000 Penalty: 3290.608643
	Iteration 29Q: 3 clusters Score -2068816 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2068834.375000 Penalty: 3290.608643
	Iteration 30Q: 3 clusters Score -2068834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2068846.875000 Penalty: 3290.608643
	Iteration 31Q: 3 clusters Score -2068847 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2068856.000000 Penalty: 3290.608643
	Iteration 32Q: 3 clusters Score -2068856 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2068874.500000 Penalty: 3290.608643
	Iteration 33Q: 3 clusters Score -2068874 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2068878.000000 Penalty: 3290.608643
	Iteration 34Q: 3 clusters Score -2068878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2068886.250000 Penalty: 3290.608643
	Iteration 35Q: 3 clusters Score -2068886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2068896.125000 Penalty: 3290.608643
	Iteration 36Q: 3 clusters Score -2068896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2068899.625000 Penalty: 3290.608643
	Iteration 37Q: 3 clusters Score -2068900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2068902.375000 Penalty: 3290.608643
	Iteration 38Q: 3 clusters Score -2068902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2068909.250000 Penalty: 3290.608643
	Iteration 39Q: 3 clusters Score -2068909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2068909.000000 Penalty: 3290.608643
	Iteration 40F: 3 clusters Score -2068909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2068910.625000 Penalty: 3290.608643
	Iteration 41Q: 3 clusters Score -2068911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2068907.875000 Penalty: 3290.608643
	Iteration 42Q: 3 clusters Score -2068908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2068909.250000 Penalty: 3290.608643
	Iteration 43Q: 3 clusters Score -2068909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2068906.875000 Penalty: 3290.608643
	Iteration 44Q: 3 clusters Score -2068907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2068906.875000 Penalty: 3290.608643
	Iteration 45F: 3 clusters Score -2068907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Entering Unmasked Estep 
Score: -516226.281250 Penalty: 1403.096924
	Iteration 0F: 2 clusters Score -516226.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -511831.812500 Penalty: 2806.193848
	Iteration 0F: 3 clusters Score -511831.8 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -513085.343750 Penalty: 2806.193848
	Iteration 1F: 3 clusters Score -513085.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -513244.968750 Penalty: 2806.193848
	Iteration 2F: 3 clusters Score -513245 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -513355.937500 Penalty: 2806.193848
	Iteration 3Q: 3 clusters Score -513355.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -513452.000000 Penalty: 2806.193848
	Iteration 4Q: 3 clusters Score -513452 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -513528.031250 Penalty: 2806.193848
	Iteration 5Q: 3 clusters Score -513528 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -513584.593750 Penalty: 2806.193848
	Iteration 6Q: 3 clusters Score -513584.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -513626.531250 Penalty: 2806.193848
	Iteration 7Q: 3 clusters Score -513626.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -513659.531250 Penalty: 2806.193848
	Iteration 8Q: 3 clusters Score -513659.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -513689.062500 Penalty: 2806.193848
	Iteration 9Q: 3 clusters Score -513689.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -513716.218750 Penalty: 2806.193848
	Iteration 10Q: 3 clusters Score -513716.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -513747.000000 Penalty: 2806.193848
	Iteration 11Q: 3 clusters Score -513747 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -513781.906250 Penalty: 2806.193848
	Iteration 12Q: 3 clusters Score -513781.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -513819.406250 Penalty: 2806.193848
	Iteration 13Q: 3 clusters Score -513819.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -513862.625000 Penalty: 2806.193848
	Iteration 14Q: 3 clusters Score -513862.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -513903.468750 Penalty: 2806.193848
	Iteration 15Q: 3 clusters Score -513903.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -513940.781250 Penalty: 2806.193848
	Iteration 16Q: 3 clusters Score -513940.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -513983.375000 Penalty: 2806.193848
	Iteration 17Q: 3 clusters Score -513983.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -514029.656250 Penalty: 2806.193848
	Iteration 18Q: 3 clusters Score -514029.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -514081.875000 Penalty: 2806.193848
	Iteration 19Q: 3 clusters Score -514081.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -514139.250000 Penalty: 2806.193848
	Iteration 20F: 3 clusters Score -514139.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -514209.593750 Penalty: 2806.193848
	Iteration 21Q: 3 clusters Score -514209.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -514302.531250 Penalty: 2806.193848
	Iteration 22Q: 3 clusters Score -514302.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -514398.781250 Penalty: 2806.193848
	Iteration 23Q: 3 clusters Score -514398.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -514519.218750 Penalty: 2806.193848
	Iteration 24Q: 3 clusters Score -514519.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -514616.875000 Penalty: 2806.193848
	Iteration 25Q: 3 clusters Score -514616.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -514703.406250 Penalty: 2806.193848
	Iteration 26Q: 3 clusters Score -514703.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -514787.968750 Penalty: 2806.193848
	Iteration 27Q: 3 clusters Score -514788 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -514857.406250 Penalty: 2806.193848
	Iteration 28Q: 3 clusters Score -514857.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -514897.781250 Penalty: 2806.193848
	Iteration 29Q: 3 clusters Score -514897.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -514945.500000 Penalty: 2806.193848
	Iteration 30Q: 3 clusters Score -514945.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -515018.343750 Penalty: 2806.193848
	Iteration 31Q: 3 clusters Score -515018.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -515086.281250 Penalty: 2806.193848
	Iteration 32Q: 3 clusters Score -515086.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -515133.468750 Penalty: 2806.193848
	Iteration 33Q: 3 clusters Score -515133.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -515170.875000 Penalty: 2806.193848
	Iteration 34Q: 3 clusters Score -515170.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -515216.093750 Penalty: 2806.193848
	Iteration 35Q: 3 clusters Score -515216.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -515244.593750 Penalty: 2806.193848
	Iteration 36Q: 3 clusters Score -515244.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -515255.093750 Penalty: 2806.193848
	Iteration 37Q: 3 clusters Score -515255.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -515266.843750 Penalty: 2806.193848
	Iteration 38Q: 3 clusters Score -515266.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -515274.343750 Penalty: 2806.193848
	Iteration 39Q: 3 clusters Score -515274.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -515276.718750 Penalty: 2806.193848
	Iteration 40F: 3 clusters Score -515276.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -515278.781250 Penalty: 2806.193848
	Iteration 41Q: 3 clusters Score -515278.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -515279.656250 Penalty: 2806.193848
	Iteration 42Q: 3 clusters Score -515279.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -515280.312500 Penalty: 2806.193848
	Iteration 43Q: 3 clusters Score -515280.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -515281.531250 Penalty: 2806.193848
	Iteration 44Q: 3 clusters Score -515281.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -515281.343750 Penalty: 2806.193848
	Iteration 45Q: 3 clusters Score -515281.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -515281.343750 Penalty: 2806.193848
	Iteration 46F: 3 clusters Score -515281.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (124860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124860 members 
Entering Unmasked Estep 
Score: -11836663.000000 Penalty: 1906.929077
	Iteration 0F: 2 clusters Score -1.183666e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62572 members 
Mstep: Class 2 contains 62288 members 
Entering Unmasked Estep 
Score: -11752719.000000 Penalty: 3813.858154
	Iteration 0F: 3 clusters Score -1.175272e+07 nChanged 60264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65682 members 
Mstep: Class 2 contains 59178 members 
Entering Unmasked Estep 
Score: -11788275.000000 Penalty: 3813.858154
	Iteration 1F: 3 clusters Score -1.178828e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67311 members 
Mstep: Class 2 contains 57549 members 
Entering Unmasked Estep 
Score: -11789050.000000 Penalty: 3813.858154
	Iteration 2Q: 3 clusters Score -1.178905e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69885 members 
Mstep: Class 2 contains 54975 members 
Entering Unmasked Estep 
Score: -11790140.000000 Penalty: 3813.858154
	Iteration 3Q: 3 clusters Score -1.179014e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73753 members 
Mstep: Class 2 contains 51107 members 
Entering Unmasked Estep 
Score: -11792008.000000 Penalty: 3813.858154
	Iteration 4Q: 3 clusters Score -1.179201e+07 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79650 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -11795461.000000 Penalty: 3813.858154
	Iteration 5F: 3 clusters Score -1.179546e+07 nChanged 8922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88030 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -11801608.000000 Penalty: 3813.858154
	Iteration 6F: 3 clusters Score -1.180161e+07 nChanged 10505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98269 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -11810733.000000 Penalty: 3813.858154
	Iteration 7F: 3 clusters Score -1.181073e+07 nChanged 9835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107968 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -11820249.000000 Penalty: 3813.858154
	Iteration 8F: 3 clusters Score -1.182025e+07 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114715 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -11827400.000000 Penalty: 3813.858154
	Iteration 9F: 3 clusters Score -1.18274e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118287 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -11831200.000000 Penalty: 3813.858154
	Iteration 10Q: 3 clusters Score -1.18312e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119982 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -11833011.000000 Penalty: 3813.858154
	Iteration 11Q: 3 clusters Score -1.183301e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120913 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -11833888.000000 Penalty: 3813.858154
	Iteration 12Q: 3 clusters Score -1.183389e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121544 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -11834361.000000 Penalty: 3813.858154
	Iteration 13Q: 3 clusters Score -1.183436e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121982 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -11834620.000000 Penalty: 3813.858154
	Iteration 14Q: 3 clusters Score -1.183462e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122310 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -11834817.000000 Penalty: 3813.858154
	Iteration 15Q: 3 clusters Score -1.183482e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122564 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -11834967.000000 Penalty: 3813.858154
	Iteration 16Q: 3 clusters Score -1.183497e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122776 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -11835063.000000 Penalty: 3813.858154
	Iteration 17Q: 3 clusters Score -1.183506e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122933 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -11835112.000000 Penalty: 3813.858154
	Iteration 18Q: 3 clusters Score -1.183511e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123049 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -11835180.000000 Penalty: 3813.858154
	Iteration 19Q: 3 clusters Score -1.183518e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123126 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -11835223.000000 Penalty: 3813.858154
	Iteration 20F: 3 clusters Score -1.183522e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123191 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -11835240.000000 Penalty: 3813.858154
	Iteration 21Q: 3 clusters Score -1.183524e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123240 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -11835282.000000 Penalty: 3813.858154
	Iteration 22Q: 3 clusters Score -1.183528e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123275 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -11835282.000000 Penalty: 3813.858154
	Iteration 23Q: 3 clusters Score -1.183528e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123301 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -11835278.000000 Penalty: 3813.858154
	Iteration 24Q: 3 clusters Score -1.183528e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123318 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -11835270.000000 Penalty: 3813.858154
	Iteration 25Q: 3 clusters Score -1.183527e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123340 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -11835284.000000 Penalty: 3813.858154
	Iteration 26Q: 3 clusters Score -1.183528e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123365 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -11835279.000000 Penalty: 3813.858154
	Iteration 27Q: 3 clusters Score -1.183528e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123384 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -11835267.000000 Penalty: 3813.858154
	Iteration 28Q: 3 clusters Score -1.183527e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123397 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -11835285.000000 Penalty: 3813.858154
	Iteration 29Q: 3 clusters Score -1.183528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123406 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -11835287.000000 Penalty: 3813.858154
	Iteration 30Q: 3 clusters Score -1.183529e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123412 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -11835292.000000 Penalty: 3813.858154
	Iteration 31Q: 3 clusters Score -1.183529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123417 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -11835295.000000 Penalty: 3813.858154
	Iteration 32Q: 3 clusters Score -1.18353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123420 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -11835294.000000 Penalty: 3813.858154
	Iteration 33Q: 3 clusters Score -1.183529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123423 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -11835293.000000 Penalty: 3813.858154
	Iteration 34Q: 3 clusters Score -1.183529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123425 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -11835293.000000 Penalty: 3813.858154
	Iteration 35Q: 3 clusters Score -1.183529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123428 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -11835296.000000 Penalty: 3813.858154
	Iteration 36Q: 3 clusters Score -1.18353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123430 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -11835292.000000 Penalty: 3813.858154
	Iteration 37Q: 3 clusters Score -1.183529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123433 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -11835293.000000 Penalty: 3813.858154
	Iteration 38Q: 3 clusters Score -1.183529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123434 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -11835296.000000 Penalty: 3813.858154
	Iteration 39Q: 3 clusters Score -1.18353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123433 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -11835293.000000 Penalty: 3813.858154
	Iteration 40F: 3 clusters Score -1.183529e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (115329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115329 members 
Entering Unmasked Estep 
Score: -10605030.000000 Penalty: 1894.026001
	Iteration 0F: 2 clusters Score -1.060503e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57550 members 
Mstep: Class 2 contains 57779 members 
Entering Unmasked Estep 
Score: -10527808.000000 Penalty: 3788.052002
	Iteration 0F: 3 clusters Score -1.052781e+07 nChanged 55356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55072 members 
Mstep: Class 2 contains 60257 members 
Entering Unmasked Estep 
Score: -10560394.000000 Penalty: 3788.052002
	Iteration 1F: 3 clusters Score -1.056039e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53093 members 
Mstep: Class 2 contains 62236 members 
Entering Unmasked Estep 
Score: -10561614.000000 Penalty: 3788.052002
	Iteration 2Q: 3 clusters Score -1.056161e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49844 members 
Mstep: Class 2 contains 65485 members 
Entering Unmasked Estep 
Score: -10563618.000000 Penalty: 3788.052002
	Iteration 3Q: 3 clusters Score -1.056362e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 70307 members 
Entering Unmasked Estep 
Score: -10566951.000000 Penalty: 3788.052002
	Iteration 4F: 3 clusters Score -1.056695e+07 nChanged 7915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38493 members 
Mstep: Class 2 contains 76836 members 
Entering Unmasked Estep 
Score: -10572051.000000 Penalty: 3788.052002
	Iteration 5F: 3 clusters Score -1.057205e+07 nChanged 8788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 84572 members 
Entering Unmasked Estep 
Score: -10578665.000000 Penalty: 3788.052002
	Iteration 6F: 3 clusters Score -1.057866e+07 nChanged 8413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 92325 members 
Entering Unmasked Estep 
Score: -10585421.000000 Penalty: 3788.052002
	Iteration 7F: 3 clusters Score -1.058542e+07 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 99034 members 
Entering Unmasked Estep 
Score: -10591235.000000 Penalty: 3788.052002
	Iteration 8F: 3 clusters Score -1.059124e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 104162 members 
Entering Unmasked Estep 
Score: -10595618.000000 Penalty: 3788.052002
	Iteration 9Q: 3 clusters Score -1.059562e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 107758 members 
Entering Unmasked Estep 
Score: -10598630.000000 Penalty: 3788.052002
	Iteration 10Q: 3 clusters Score -1.059863e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 110004 members 
Entering Unmasked Estep 
Score: -10600474.000000 Penalty: 3788.052002
	Iteration 11Q: 3 clusters Score -1.060047e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 111386 members 
Entering Unmasked Estep 
Score: -10601530.000000 Penalty: 3788.052002
	Iteration 12Q: 3 clusters Score -1.060153e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 112297 members 
Entering Unmasked Estep 
Score: -10602227.000000 Penalty: 3788.052002
	Iteration 13Q: 3 clusters Score -1.060223e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 112877 members 
Entering Unmasked Estep 
Score: -10602574.000000 Penalty: 3788.052002
	Iteration 14Q: 3 clusters Score -1.060257e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 113261 members 
Entering Unmasked Estep 
Score: -10602858.000000 Penalty: 3788.052002
	Iteration 15Q: 3 clusters Score -1.060286e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 113528 members 
Entering Unmasked Estep 
Score: -10603064.000000 Penalty: 3788.052002
	Iteration 16Q: 3 clusters Score -1.060306e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 113732 members 
Entering Unmasked Estep 
Score: -10603137.000000 Penalty: 3788.052002
	Iteration 17Q: 3 clusters Score -1.060314e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 113900 members 
Entering Unmasked Estep 
Score: -10603229.000000 Penalty: 3788.052002
	Iteration 18Q: 3 clusters Score -1.060323e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 114021 members 
Entering Unmasked Estep 
Score: -10603297.000000 Penalty: 3788.052002
	Iteration 19Q: 3 clusters Score -1.06033e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 114112 members 
Entering Unmasked Estep 
Score: -10603358.000000 Penalty: 3788.052002
	Iteration 20F: 3 clusters Score -1.060336e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 114191 members 
Entering Unmasked Estep 
Score: -10603376.000000 Penalty: 3788.052002
	Iteration 21Q: 3 clusters Score -1.060338e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 114252 members 
Entering Unmasked Estep 
Score: -10603389.000000 Penalty: 3788.052002
	Iteration 22Q: 3 clusters Score -1.060339e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 114304 members 
Entering Unmasked Estep 
Score: -10603402.000000 Penalty: 3788.052002
	Iteration 23Q: 3 clusters Score -1.06034e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 114341 members 
Entering Unmasked Estep 
Score: -10603416.000000 Penalty: 3788.052002
	Iteration 24Q: 3 clusters Score -1.060342e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 114370 members 
Entering Unmasked Estep 
Score: -10603435.000000 Penalty: 3788.052002
	Iteration 25Q: 3 clusters Score -1.060344e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 114394 members 
Entering Unmasked Estep 
Score: -10603449.000000 Penalty: 3788.052002
	Iteration 26Q: 3 clusters Score -1.060345e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 114416 members 
Entering Unmasked Estep 
Score: -10603441.000000 Penalty: 3788.052002
	Iteration 27Q: 3 clusters Score -1.060344e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 114441 members 
Entering Unmasked Estep 
Score: -10603459.000000 Penalty: 3788.052002
	Iteration 28Q: 3 clusters Score -1.060346e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 114461 members 
Entering Unmasked Estep 
Score: -10603461.000000 Penalty: 3788.052002
	Iteration 29Q: 3 clusters Score -1.060346e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 114489 members 
Entering Unmasked Estep 
Score: -10603463.000000 Penalty: 3788.052002
	Iteration 30Q: 3 clusters Score -1.060346e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 114508 members 
Entering Unmasked Estep 
Score: -10603472.000000 Penalty: 3788.052002
	Iteration 31Q: 3 clusters Score -1.060347e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 114527 members 
Entering Unmasked Estep 
Score: -10603503.000000 Penalty: 3788.052002
	Iteration 32Q: 3 clusters Score -1.06035e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 114547 members 
Entering Unmasked Estep 
Score: -10603517.000000 Penalty: 3788.052002
	Iteration 33Q: 3 clusters Score -1.060352e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 114568 members 
Entering Unmasked Estep 
Score: -10603519.000000 Penalty: 3788.052002
	Iteration 34Q: 3 clusters Score -1.060352e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 114585 members 
Entering Unmasked Estep 
Score: -10603527.000000 Penalty: 3788.052002
	Iteration 35Q: 3 clusters Score -1.060353e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 114598 members 
Entering Unmasked Estep 
Score: -10603520.000000 Penalty: 3788.052002
	Iteration 36Q: 3 clusters Score -1.060352e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 114605 members 
Entering Unmasked Estep 
Score: -10603524.000000 Penalty: 3788.052002
	Iteration 37Q: 3 clusters Score -1.060352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 114609 members 
Entering Unmasked Estep 
Score: -10603525.000000 Penalty: 3788.052002
	Iteration 38Q: 3 clusters Score -1.060352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 114613 members 
Entering Unmasked Estep 
Score: -10603524.000000 Penalty: 3788.052002
	Iteration 39Q: 3 clusters Score -1.060352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 114617 members 
Entering Unmasked Estep 
Score: -10603531.000000 Penalty: 3788.052002
	Iteration 40F: 3 clusters Score -1.060353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 114619 members 
Entering Unmasked Estep 
Score: -10603530.000000 Penalty: 3788.052002
	Iteration 41Q: 3 clusters Score -1.060353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 114621 members 
Entering Unmasked Estep 
Score: -10603524.000000 Penalty: 3788.052002
	Iteration 42Q: 3 clusters Score -1.060352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 114622 members 
Entering Unmasked Estep 
Score: -10603530.000000 Penalty: 3788.052002
	Iteration 43Q: 3 clusters Score -1.060353e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 114622 members 
Entering Unmasked Estep 
Score: -10603530.000000 Penalty: 3788.052002
	Iteration 44F: 3 clusters Score -1.060353e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (59358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59358 members 
Entering Unmasked Estep 
Score: -5452544.000000 Penalty: 1786.093140
	Iteration 0F: 2 clusters Score -5452544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -5412878.500000 Penalty: 3572.186279
	Iteration 0F: 3 clusters Score -5412878 nChanged 28129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -5428700.500000 Penalty: 3572.186279
	Iteration 1F: 3 clusters Score -5428700 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -5429170.500000 Penalty: 3572.186279
	Iteration 2Q: 3 clusters Score -5429170 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -5429646.500000 Penalty: 3572.186279
	Iteration 3Q: 3 clusters Score -5429646 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -5430184.500000 Penalty: 3572.186279
	Iteration 4Q: 3 clusters Score -5430184 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -5430658.500000 Penalty: 3572.186279
	Iteration 5Q: 3 clusters Score -5430658 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -5431222.000000 Penalty: 3572.186279
	Iteration 6Q: 3 clusters Score -5431222 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -5432018.000000 Penalty: 3572.186279
	Iteration 7Q: 3 clusters Score -5432018 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -5432955.500000 Penalty: 3572.186279
	Iteration 8Q: 3 clusters Score -5432956 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -5434193.000000 Penalty: 3572.186279
	Iteration 9Q: 3 clusters Score -5434193 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -5435698.500000 Penalty: 3572.186279
	Iteration 10F: 3 clusters Score -5435698 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43042 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -5437479.000000 Penalty: 3572.186279
	Iteration 11F: 3 clusters Score -5437479 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -5439614.500000 Penalty: 3572.186279
	Iteration 12F: 3 clusters Score -5439614 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49572 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -5442152.500000 Penalty: 3572.186279
	Iteration 13F: 3 clusters Score -5442152 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52798 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -5444860.000000 Penalty: 3572.186279
	Iteration 14F: 3 clusters Score -5444860 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55581 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -5447415.000000 Penalty: 3572.186279
	Iteration 15Q: 3 clusters Score -5447415 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57516 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -5449295.500000 Penalty: 3572.186279
	Iteration 16Q: 3 clusters Score -5449296 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58507 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5450224.000000 Penalty: 3572.186279
	Iteration 17Q: 3 clusters Score -5450224 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58914 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5450633.000000 Penalty: 3572.186279
	Iteration 18Q: 3 clusters Score -5450633 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59053 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5450809.000000 Penalty: 3572.186279
	Iteration 19Q: 3 clusters Score -5450809 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59090 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5450893.000000 Penalty: 3572.186279
	Iteration 20F: 3 clusters Score -5450893 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59113 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5450920.000000 Penalty: 3572.186279
	Iteration 21Q: 3 clusters Score -5450920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59128 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5450949.500000 Penalty: 3572.186279
	Iteration 22Q: 3 clusters Score -5450950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59134 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5450963.500000 Penalty: 3572.186279
	Iteration 23Q: 3 clusters Score -5450964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59143 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5450975.000000 Penalty: 3572.186279
	Iteration 24Q: 3 clusters Score -5450975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59150 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5450986.000000 Penalty: 3572.186279
	Iteration 25Q: 3 clusters Score -5450986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59152 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5450993.000000 Penalty: 3572.186279
	Iteration 26Q: 3 clusters Score -5450993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59153 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5450993.500000 Penalty: 3572.186279
	Iteration 27Q: 3 clusters Score -5450994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59154 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -5450997.500000 Penalty: 3572.186279
	Iteration 28Q: 3 clusters Score -5450998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59154 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -5451001.500000 Penalty: 3572.186279
	Iteration 29Q: 3 clusters Score -5451002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59154 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -5451001.500000 Penalty: 3572.186279
	Iteration 30F: 3 clusters Score -5451002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -1502418.250000 Penalty: 1596.648071
	Iteration 0F: 2 clusters Score -1502418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1489643.000000 Penalty: 3193.296143
	Iteration 0F: 3 clusters Score -1489643 nChanged 8453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1494844.000000 Penalty: 3193.296143
	Iteration 1F: 3 clusters Score -1494844 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1495703.500000 Penalty: 3193.296143
	Iteration 2F: 3 clusters Score -1495704 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1496618.250000 Penalty: 3193.296143
	Iteration 3F: 3 clusters Score -1496618 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1497512.625000 Penalty: 3193.296143
	Iteration 4F: 3 clusters Score -1497513 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1498300.875000 Penalty: 3193.296143
	Iteration 5F: 3 clusters Score -1498301 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1498930.375000 Penalty: 3193.296143
	Iteration 6F: 3 clusters Score -1498930 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1499439.375000 Penalty: 3193.296143
	Iteration 7Q: 3 clusters Score -1499439 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1499835.875000 Penalty: 3193.296143
	Iteration 8Q: 3 clusters Score -1499836 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1500190.500000 Penalty: 3193.296143
	Iteration 9Q: 3 clusters Score -1500190 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1500505.625000 Penalty: 3193.296143
	Iteration 10Q: 3 clusters Score -1500506 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1500792.250000 Penalty: 3193.296143
	Iteration 11Q: 3 clusters Score -1500792 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1500990.125000 Penalty: 3193.296143
	Iteration 12Q: 3 clusters Score -1500990 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1501161.875000 Penalty: 3193.296143
	Iteration 13Q: 3 clusters Score -1501162 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1501297.000000 Penalty: 3193.296143
	Iteration 14Q: 3 clusters Score -1501297 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1501415.875000 Penalty: 3193.296143
	Iteration 15Q: 3 clusters Score -1501416 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1501491.125000 Penalty: 3193.296143
	Iteration 16Q: 3 clusters Score -1501491 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1501561.000000 Penalty: 3193.296143
	Iteration 17Q: 3 clusters Score -1501561 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1501615.250000 Penalty: 3193.296143
	Iteration 18Q: 3 clusters Score -1501615 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1501664.125000 Penalty: 3193.296143
	Iteration 19Q: 3 clusters Score -1501664 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1501703.625000 Penalty: 3193.296143
	Iteration 20F: 3 clusters Score -1501704 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1501724.000000 Penalty: 3193.296143
	Iteration 21Q: 3 clusters Score -1501724 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1501736.250000 Penalty: 3193.296143
	Iteration 22Q: 3 clusters Score -1501736 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1501752.875000 Penalty: 3193.296143
	Iteration 23Q: 3 clusters Score -1501753 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1501762.250000 Penalty: 3193.296143
	Iteration 24Q: 3 clusters Score -1501762 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1501772.500000 Penalty: 3193.296143
	Iteration 25Q: 3 clusters Score -1501772 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1501783.500000 Penalty: 3193.296143
	Iteration 26Q: 3 clusters Score -1501784 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1501795.000000 Penalty: 3193.296143
	Iteration 27Q: 3 clusters Score -1501795 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1501798.375000 Penalty: 3193.296143
	Iteration 28Q: 3 clusters Score -1501798 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1501808.000000 Penalty: 3193.296143
	Iteration 29Q: 3 clusters Score -1501808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1501809.375000 Penalty: 3193.296143
	Iteration 30Q: 3 clusters Score -1501809 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1501816.625000 Penalty: 3193.296143
	Iteration 31Q: 3 clusters Score -1501817 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1501819.875000 Penalty: 3193.296143
	Iteration 32Q: 3 clusters Score -1501820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1501826.000000 Penalty: 3193.296143
	Iteration 33Q: 3 clusters Score -1501826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1501830.375000 Penalty: 3193.296143
	Iteration 34Q: 3 clusters Score -1501830 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1501835.000000 Penalty: 3193.296143
	Iteration 35Q: 3 clusters Score -1501835 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1501844.250000 Penalty: 3193.296143
	Iteration 36Q: 3 clusters Score -1501844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1501849.625000 Penalty: 3193.296143
	Iteration 37Q: 3 clusters Score -1501850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1501850.250000 Penalty: 3193.296143
	Iteration 38Q: 3 clusters Score -1501850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1501854.375000 Penalty: 3193.296143
	Iteration 39Q: 3 clusters Score -1501854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1501857.000000 Penalty: 3193.296143
	Iteration 40F: 3 clusters Score -1501857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1501857.375000 Penalty: 3193.296143
	Iteration 41Q: 3 clusters Score -1501857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1501858.750000 Penalty: 3193.296143
	Iteration 42Q: 3 clusters Score -1501859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1501864.000000 Penalty: 3193.296143
	Iteration 43Q: 3 clusters Score -1501864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1501867.500000 Penalty: 3193.296143
	Iteration 44Q: 3 clusters Score -1501868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1501867.375000 Penalty: 3193.296143
	Iteration 45Q: 3 clusters Score -1501867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1501864.875000 Penalty: 3193.296143
	Iteration 46Q: 3 clusters Score -1501865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1501868.625000 Penalty: 3193.296143
	Iteration 47Q: 3 clusters Score -1501869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1501867.375000 Penalty: 3193.296143
	Iteration 48Q: 3 clusters Score -1501867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1501868.500000 Penalty: 3193.296143
	Iteration 49Q: 3 clusters Score -1501868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1501868.750000 Penalty: 3193.296143
	Iteration 50Q: 3 clusters Score -1501869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1501868.750000 Penalty: 3193.296143
	Iteration 51F: 3 clusters Score -1501869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Entering Unmasked Estep 
Score: -83393.468750 Penalty: 1126.522827
	Iteration 0F: 2 clusters Score -83393.47 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 519 members 
Entering Unmasked Estep 
Score: -81968.210938 Penalty: 2253.045654
	Iteration 0F: 3 clusters Score -81968.21 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -82274.375000 Penalty: 2253.045654
	Iteration 1F: 3 clusters Score -82274.38 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -82373.195312 Penalty: 2253.045654
	Iteration 2F: 3 clusters Score -82373.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -82442.429688 Penalty: 2253.045654
	Iteration 3Q: 3 clusters Score -82442.43 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -82504.484375 Penalty: 2253.045654
	Iteration 4Q: 3 clusters Score -82504.48 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -82573.375000 Penalty: 2253.045654
	Iteration 5Q: 3 clusters Score -82573.38 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -82617.210938 Penalty: 2253.045654
	Iteration 6Q: 3 clusters Score -82617.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -82646.195312 Penalty: 2253.045654
	Iteration 7Q: 3 clusters Score -82646.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -82666.320312 Penalty: 2253.045654
	Iteration 8Q: 3 clusters Score -82666.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -82684.960938 Penalty: 2253.045654
	Iteration 9Q: 3 clusters Score -82684.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -82695.171875 Penalty: 2253.045654
	Iteration 10Q: 3 clusters Score -82695.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -82700.320312 Penalty: 2253.045654
	Iteration 11Q: 3 clusters Score -82700.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -82706.460938 Penalty: 2253.045654
	Iteration 12Q: 3 clusters Score -82706.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -82708.710938 Penalty: 2253.045654
	Iteration 13Q: 3 clusters Score -82708.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -82708.710938 Penalty: 2253.045654
	Iteration 14F: 3 clusters Score -82708.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (40758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Entering Unmasked Estep 
Score: -3712583.500000 Penalty: 1725.003662
	Iteration 0F: 2 clusters Score -3712584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -3685454.500000 Penalty: 3450.007324
	Iteration 0F: 3 clusters Score -3685454 nChanged 18917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -3696895.750000 Penalty: 3450.007324
	Iteration 1F: 3 clusters Score -3696896 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -3698528.750000 Penalty: 3450.007324
	Iteration 2F: 3 clusters Score -3698529 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -3700506.750000 Penalty: 3450.007324
	Iteration 3F: 3 clusters Score -3700507 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -3702328.750000 Penalty: 3450.007324
	Iteration 4F: 3 clusters Score -3702329 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -3703745.750000 Penalty: 3450.007324
	Iteration 5F: 3 clusters Score -3703746 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -3704754.000000 Penalty: 3450.007324
	Iteration 6F: 3 clusters Score -3704754 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -3705488.750000 Penalty: 3450.007324
	Iteration 7Q: 3 clusters Score -3705489 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -3706184.750000 Penalty: 3450.007324
	Iteration 8Q: 3 clusters Score -3706185 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -3706877.000000 Penalty: 3450.007324
	Iteration 9Q: 3 clusters Score -3706877 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -3707567.750000 Penalty: 3450.007324
	Iteration 10Q: 3 clusters Score -3707568 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -3708237.250000 Penalty: 3450.007324
	Iteration 11Q: 3 clusters Score -3708237 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -3708906.000000 Penalty: 3450.007324
	Iteration 12Q: 3 clusters Score -3708906 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -3709468.000000 Penalty: 3450.007324
	Iteration 13Q: 3 clusters Score -3709468 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -3709837.500000 Penalty: 3450.007324
	Iteration 14Q: 3 clusters Score -3709838 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -3710140.500000 Penalty: 3450.007324
	Iteration 15Q: 3 clusters Score -3710140 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -3710395.250000 Penalty: 3450.007324
	Iteration 16Q: 3 clusters Score -3710395 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -3710589.000000 Penalty: 3450.007324
	Iteration 17Q: 3 clusters Score -3710589 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -3710742.000000 Penalty: 3450.007324
	Iteration 18Q: 3 clusters Score -3710742 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -3710865.000000 Penalty: 3450.007324
	Iteration 19Q: 3 clusters Score -3710865 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -3710970.750000 Penalty: 3450.007324
	Iteration 20F: 3 clusters Score -3710971 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38016 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -3711080.250000 Penalty: 3450.007324
	Iteration 21Q: 3 clusters Score -3711080 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -3711178.250000 Penalty: 3450.007324
	Iteration 22Q: 3 clusters Score -3711178 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3711300.500000 Penalty: 3450.007324
	Iteration 23Q: 3 clusters Score -3711300 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3711406.500000 Penalty: 3450.007324
	Iteration 24Q: 3 clusters Score -3711406 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3711471.500000 Penalty: 3450.007324
	Iteration 25Q: 3 clusters Score -3711472 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3711529.250000 Penalty: 3450.007324
	Iteration 26Q: 3 clusters Score -3711529 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38793 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3711568.500000 Penalty: 3450.007324
	Iteration 27Q: 3 clusters Score -3711568 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3711591.250000 Penalty: 3450.007324
	Iteration 28Q: 3 clusters Score -3711591 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3711613.750000 Penalty: 3450.007324
	Iteration 29Q: 3 clusters Score -3711614 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3711633.750000 Penalty: 3450.007324
	Iteration 30Q: 3 clusters Score -3711634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3711638.750000 Penalty: 3450.007324
	Iteration 31Q: 3 clusters Score -3711639 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3711643.750000 Penalty: 3450.007324
	Iteration 32Q: 3 clusters Score -3711644 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3711667.000000 Penalty: 3450.007324
	Iteration 33Q: 3 clusters Score -3711667 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3711662.000000 Penalty: 3450.007324
	Iteration 34Q: 3 clusters Score -3711662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3711673.250000 Penalty: 3450.007324
	Iteration 35Q: 3 clusters Score -3711673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3711680.500000 Penalty: 3450.007324
	Iteration 36Q: 3 clusters Score -3711680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3711696.000000 Penalty: 3450.007324
	Iteration 37Q: 3 clusters Score -3711696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3711698.250000 Penalty: 3450.007324
	Iteration 38Q: 3 clusters Score -3711698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3711699.000000 Penalty: 3450.007324
	Iteration 39Q: 3 clusters Score -3711699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3711708.750000 Penalty: 3450.007324
	Iteration 40F: 3 clusters Score -3711709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3711699.000000 Penalty: 3450.007324
	Iteration 41Q: 3 clusters Score -3711699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3711699.250000 Penalty: 3450.007324
	Iteration 42Q: 3 clusters Score -3711699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3711704.750000 Penalty: 3450.007324
	Iteration 43Q: 3 clusters Score -3711705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3711708.500000 Penalty: 3450.007324
	Iteration 44Q: 3 clusters Score -3711708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3711705.500000 Penalty: 3450.007324
	Iteration 45Q: 3 clusters Score -3711706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3711710.500000 Penalty: 3450.007324
	Iteration 46Q: 3 clusters Score -3711710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39261 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3711710.000000 Penalty: 3450.007324
	Iteration 47Q: 3 clusters Score -3711710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3711710.500000 Penalty: 3450.007324
	Iteration 48Q: 3 clusters Score -3711710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3711711.750000 Penalty: 3450.007324
	Iteration 49Q: 3 clusters Score -3711712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3711712.500000 Penalty: 3450.007324
	Iteration 50Q: 3 clusters Score -3711712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39274 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3711712.250000 Penalty: 3450.007324
	Iteration 51Q: 3 clusters Score -3711712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3711712.500000 Penalty: 3450.007324
	Iteration 52Q: 3 clusters Score -3711712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3711712.500000 Penalty: 3450.007324
	Iteration 53F: 3 clusters Score -3711712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Entering Unmasked Estep 
Score: -657000.062500 Penalty: 1445.183228
	Iteration 0F: 2 clusters Score -657000.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -651615.312500 Penalty: 2890.366455
	Iteration 0F: 3 clusters Score -651615.3 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -653261.250000 Penalty: 2890.366455
	Iteration 1F: 3 clusters Score -653261.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -653439.562500 Penalty: 2890.366455
	Iteration 2F: 3 clusters Score -653439.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -653541.812500 Penalty: 2890.366455
	Iteration 3Q: 3 clusters Score -653541.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -653619.937500 Penalty: 2890.366455
	Iteration 4Q: 3 clusters Score -653619.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -653730.375000 Penalty: 2890.366455
	Iteration 5Q: 3 clusters Score -653730.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -653851.875000 Penalty: 2890.366455
	Iteration 6Q: 3 clusters Score -653851.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -653979.062500 Penalty: 2890.366455
	Iteration 7Q: 3 clusters Score -653979.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -654111.125000 Penalty: 2890.366455
	Iteration 8Q: 3 clusters Score -654111.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -654281.500000 Penalty: 2890.366455
	Iteration 9Q: 3 clusters Score -654281.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -654430.437500 Penalty: 2890.366455
	Iteration 10Q: 3 clusters Score -654430.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -654538.125000 Penalty: 2890.366455
	Iteration 11Q: 3 clusters Score -654538.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -654627.125000 Penalty: 2890.366455
	Iteration 12Q: 3 clusters Score -654627.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -654704.250000 Penalty: 2890.366455
	Iteration 13Q: 3 clusters Score -654704.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -654788.687500 Penalty: 2890.366455
	Iteration 14Q: 3 clusters Score -654788.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -654888.562500 Penalty: 2890.366455
	Iteration 15Q: 3 clusters Score -654888.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -654978.562500 Penalty: 2890.366455
	Iteration 16Q: 3 clusters Score -654978.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -655051.875000 Penalty: 2890.366455
	Iteration 17Q: 3 clusters Score -655051.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -655124.687500 Penalty: 2890.366455
	Iteration 18Q: 3 clusters Score -655124.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -655186.125000 Penalty: 2890.366455
	Iteration 19Q: 3 clusters Score -655186.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -655243.812500 Penalty: 2890.366455
	Iteration 20F: 3 clusters Score -655243.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -655276.062500 Penalty: 2890.366455
	Iteration 21Q: 3 clusters Score -655276.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -655307.812500 Penalty: 2890.366455
	Iteration 22Q: 3 clusters Score -655307.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -655334.500000 Penalty: 2890.366455
	Iteration 23Q: 3 clusters Score -655334.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -655357.937500 Penalty: 2890.366455
	Iteration 24Q: 3 clusters Score -655357.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -655385.875000 Penalty: 2890.366455
	Iteration 25Q: 3 clusters Score -655385.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -655408.875000 Penalty: 2890.366455
	Iteration 26Q: 3 clusters Score -655408.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -655427.312500 Penalty: 2890.366455
	Iteration 27Q: 3 clusters Score -655427.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -655441.812500 Penalty: 2890.366455
	Iteration 28Q: 3 clusters Score -655441.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -655455.375000 Penalty: 2890.366455
	Iteration 29Q: 3 clusters Score -655455.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -655472.750000 Penalty: 2890.366455
	Iteration 30Q: 3 clusters Score -655472.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -655494.937500 Penalty: 2890.366455
	Iteration 31Q: 3 clusters Score -655494.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -655505.687500 Penalty: 2890.366455
	Iteration 32Q: 3 clusters Score -655505.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -655515.125000 Penalty: 2890.366455
	Iteration 33Q: 3 clusters Score -655515.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -655526.187500 Penalty: 2890.366455
	Iteration 34Q: 3 clusters Score -655526.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -655535.062500 Penalty: 2890.366455
	Iteration 35Q: 3 clusters Score -655535.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -655548.000000 Penalty: 2890.366455
	Iteration 36Q: 3 clusters Score -655548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -655561.187500 Penalty: 2890.366455
	Iteration 37Q: 3 clusters Score -655561.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -655569.687500 Penalty: 2890.366455
	Iteration 38Q: 3 clusters Score -655569.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -655579.500000 Penalty: 2890.366455
	Iteration 39Q: 3 clusters Score -655579.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -655583.750000 Penalty: 2890.366455
	Iteration 40F: 3 clusters Score -655583.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -655588.000000 Penalty: 2890.366455
	Iteration 41Q: 3 clusters Score -655588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -655590.812500 Penalty: 2890.366455
	Iteration 42Q: 3 clusters Score -655590.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -655594.312500 Penalty: 2890.366455
	Iteration 43Q: 3 clusters Score -655594.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -655597.625000 Penalty: 2890.366455
	Iteration 44Q: 3 clusters Score -655597.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -655599.562500 Penalty: 2890.366455
	Iteration 45Q: 3 clusters Score -655599.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -655603.312500 Penalty: 2890.366455
	Iteration 46Q: 3 clusters Score -655603.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -655605.312500 Penalty: 2890.366455
	Iteration 47Q: 3 clusters Score -655605.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -655605.937500 Penalty: 2890.366455
	Iteration 48Q: 3 clusters Score -655605.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -655606.125000 Penalty: 2890.366455
	Iteration 49Q: 3 clusters Score -655606.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -655607.500000 Penalty: 2890.366455
	Iteration 50Q: 3 clusters Score -655607.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -655608.375000 Penalty: 2890.366455
	Iteration 51Q: 3 clusters Score -655608.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -655609.375000 Penalty: 2890.366455
	Iteration 52Q: 3 clusters Score -655609.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -655609.687500 Penalty: 2890.366455
	Iteration 53Q: 3 clusters Score -655609.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -655611.000000 Penalty: 2890.366455
	Iteration 54Q: 3 clusters Score -655611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -655613.125000 Penalty: 2890.366455
	Iteration 55Q: 3 clusters Score -655613.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -655616.375000 Penalty: 2890.366455
	Iteration 56Q: 3 clusters Score -655616.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -655622.187500 Penalty: 2890.366455
	Iteration 57Q: 3 clusters Score -655622.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -655625.562500 Penalty: 2890.366455
	Iteration 58Q: 3 clusters Score -655625.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -655628.062500 Penalty: 2890.366455
	Iteration 59Q: 3 clusters Score -655628.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -655630.812500 Penalty: 2890.366455
	Iteration 60F: 3 clusters Score -655630.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -655636.312500 Penalty: 2890.366455
	Iteration 61Q: 3 clusters Score -655636.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -655636.625000 Penalty: 2890.366455
	Iteration 62Q: 3 clusters Score -655636.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -655638.187500 Penalty: 2890.366455
	Iteration 63Q: 3 clusters Score -655638.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -655637.625000 Penalty: 2890.366455
	Iteration 64Q: 3 clusters Score -655637.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -655638.812500 Penalty: 2890.366455
	Iteration 65Q: 3 clusters Score -655638.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -655640.937500 Penalty: 2890.366455
	Iteration 66Q: 3 clusters Score -655640.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -655640.250000 Penalty: 2890.366455
	Iteration 67Q: 3 clusters Score -655640.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -655640.812500 Penalty: 2890.366455
	Iteration 68Q: 3 clusters Score -655640.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -655640.812500 Penalty: 2890.366455
	Iteration 69F: 3 clusters Score -655640.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Entering Unmasked Estep 
Score: -96812.335938 Penalty: 1145.926514
	Iteration 0F: 2 clusters Score -96812.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -95268.304688 Penalty: 2291.853027
	Iteration 0F: 3 clusters Score -95268.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -95515.453125 Penalty: 2291.853027
	Iteration 1F: 3 clusters Score -95515.45 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -95582.546875 Penalty: 2291.853027
	Iteration 2F: 3 clusters Score -95582.55 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -95630.070312 Penalty: 2291.853027
	Iteration 3Q: 3 clusters Score -95630.07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -95669.976562 Penalty: 2291.853027
	Iteration 4Q: 3 clusters Score -95669.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -95713.726562 Penalty: 2291.853027
	Iteration 5Q: 3 clusters Score -95713.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -95758.460938 Penalty: 2291.853027
	Iteration 6Q: 3 clusters Score -95758.46 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -95807.117188 Penalty: 2291.853027
	Iteration 7Q: 3 clusters Score -95807.12 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -95858.382812 Penalty: 2291.853027
	Iteration 8Q: 3 clusters Score -95858.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -95890.929688 Penalty: 2291.853027
	Iteration 9Q: 3 clusters Score -95890.93 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -95935.140625 Penalty: 2291.853027
	Iteration 10Q: 3 clusters Score -95935.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -95968.875000 Penalty: 2291.853027
	Iteration 11Q: 3 clusters Score -95968.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -95995.382812 Penalty: 2291.853027
	Iteration 12Q: 3 clusters Score -95995.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -96015.382812 Penalty: 2291.853027
	Iteration 13Q: 3 clusters Score -96015.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -96036.367188 Penalty: 2291.853027
	Iteration 14Q: 3 clusters Score -96036.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -96058.210938 Penalty: 2291.853027
	Iteration 15Q: 3 clusters Score -96058.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -96072.875000 Penalty: 2291.853027
	Iteration 16Q: 3 clusters Score -96072.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -96083.609375 Penalty: 2291.853027
	Iteration 17Q: 3 clusters Score -96083.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -96094.078125 Penalty: 2291.853027
	Iteration 18Q: 3 clusters Score -96094.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -96106.328125 Penalty: 2291.853027
	Iteration 19Q: 3 clusters Score -96106.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -96109.632812 Penalty: 2291.853027
	Iteration 20F: 3 clusters Score -96109.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Entering Unmasked Estep 
Score: -646642.562500 Penalty: 1444.535034
	Iteration 0F: 2 clusters Score -646642.6 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 3655 members 
Entering Unmasked Estep 
Score: -641179.312500 Penalty: 2889.070068
	Iteration 0F: 3 clusters Score -641179.3 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -642931.000000 Penalty: 2889.070068
	Iteration 1F: 3 clusters Score -642931 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -643238.250000 Penalty: 2889.070068
	Iteration 2F: 3 clusters Score -643238.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -643522.250000 Penalty: 2889.070068
	Iteration 3F: 3 clusters Score -643522.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -643836.750000 Penalty: 2889.070068
	Iteration 4F: 3 clusters Score -643836.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -644137.562500 Penalty: 2889.070068
	Iteration 5F: 3 clusters Score -644137.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -644389.375000 Penalty: 2889.070068
	Iteration 6F: 3 clusters Score -644389.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -644622.875000 Penalty: 2889.070068
	Iteration 7Q: 3 clusters Score -644622.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -644803.187500 Penalty: 2889.070068
	Iteration 8Q: 3 clusters Score -644803.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -644954.375000 Penalty: 2889.070068
	Iteration 9Q: 3 clusters Score -644954.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -645074.937500 Penalty: 2889.070068
	Iteration 10Q: 3 clusters Score -645074.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -645175.187500 Penalty: 2889.070068
	Iteration 11Q: 3 clusters Score -645175.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -645256.875000 Penalty: 2889.070068
	Iteration 12Q: 3 clusters Score -645256.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -645309.062500 Penalty: 2889.070068
	Iteration 13Q: 3 clusters Score -645309.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -645349.187500 Penalty: 2889.070068
	Iteration 14Q: 3 clusters Score -645349.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -645370.000000 Penalty: 2889.070068
	Iteration 15Q: 3 clusters Score -645370 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -645385.875000 Penalty: 2889.070068
	Iteration 16Q: 3 clusters Score -645385.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -645399.000000 Penalty: 2889.070068
	Iteration 17Q: 3 clusters Score -645399 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -645409.000000 Penalty: 2889.070068
	Iteration 18Q: 3 clusters Score -645409 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -645414.687500 Penalty: 2889.070068
	Iteration 19Q: 3 clusters Score -645414.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -645424.312500 Penalty: 2889.070068
	Iteration 20F: 3 clusters Score -645424.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -645427.750000 Penalty: 2889.070068
	Iteration 21Q: 3 clusters Score -645427.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -645431.187500 Penalty: 2889.070068
	Iteration 22Q: 3 clusters Score -645431.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -645432.062500 Penalty: 2889.070068
	Iteration 23Q: 3 clusters Score -645432.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -645433.312500 Penalty: 2889.070068
	Iteration 24Q: 3 clusters Score -645433.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -645435.562500 Penalty: 2889.070068
	Iteration 25Q: 3 clusters Score -645435.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -645435.875000 Penalty: 2889.070068
	Iteration 26Q: 3 clusters Score -645435.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -645438.312500 Penalty: 2889.070068
	Iteration 27Q: 3 clusters Score -645438.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -645439.000000 Penalty: 2889.070068
	Iteration 28Q: 3 clusters Score -645439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -645439.687500 Penalty: 2889.070068
	Iteration 29Q: 3 clusters Score -645439.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -645441.687500 Penalty: 2889.070068
	Iteration 30Q: 3 clusters Score -645441.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -645441.125000 Penalty: 2889.070068
	Iteration 31Q: 3 clusters Score -645441.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -645442.812500 Penalty: 2889.070068
	Iteration 32Q: 3 clusters Score -645442.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -645442.812500 Penalty: 2889.070068
	Iteration 33F: 3 clusters Score -645442.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Entering Unmasked Estep 
Score: -700826.125000 Penalty: 1459.564087
	Iteration 0F: 2 clusters Score -700826.1 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 3975 members 
Entering Unmasked Estep 
Score: -694877.937500 Penalty: 2919.128174
	Iteration 0F: 3 clusters Score -694877.9 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -697075.500000 Penalty: 2919.128174
	Iteration 1F: 3 clusters Score -697075.5 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -697651.500000 Penalty: 2919.128174
	Iteration 2F: 3 clusters Score -697651.5 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -698518.875000 Penalty: 2919.128174
	Iteration 3F: 3 clusters Score -698518.9 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -699430.875000 Penalty: 2919.128174
	Iteration 4F: 3 clusters Score -699430.9 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -700092.062500 Penalty: 2919.128174
	Iteration 5F: 3 clusters Score -700092.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -700498.250000 Penalty: 2919.128174
	Iteration 6F: 3 clusters Score -700498.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -700720.250000 Penalty: 2919.128174
	Iteration 7Q: 3 clusters Score -700720.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -700849.437500 Penalty: 2919.128174
	Iteration 8Q: 3 clusters Score -700849.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -700945.562500 Penalty: 2919.128174
	Iteration 9Q: 3 clusters Score -700945.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -701018.062500 Penalty: 2919.128174
	Iteration 10Q: 3 clusters Score -701018.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -701063.500000 Penalty: 2919.128174
	Iteration 11Q: 3 clusters Score -701063.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -701095.062500 Penalty: 2919.128174
	Iteration 12Q: 3 clusters Score -701095.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -701111.625000 Penalty: 2919.128174
	Iteration 13Q: 3 clusters Score -701111.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -701126.875000 Penalty: 2919.128174
	Iteration 14Q: 3 clusters Score -701126.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -701135.000000 Penalty: 2919.128174
	Iteration 15Q: 3 clusters Score -701135 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -701145.125000 Penalty: 2919.128174
	Iteration 16Q: 3 clusters Score -701145.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -701152.125000 Penalty: 2919.128174
	Iteration 17Q: 3 clusters Score -701152.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -701159.375000 Penalty: 2919.128174
	Iteration 18Q: 3 clusters Score -701159.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -701165.437500 Penalty: 2919.128174
	Iteration 19Q: 3 clusters Score -701165.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -701173.187500 Penalty: 2919.128174
	Iteration 20F: 3 clusters Score -701173.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -701180.000000 Penalty: 2919.128174
	Iteration 21Q: 3 clusters Score -701180 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -701185.562500 Penalty: 2919.128174
	Iteration 22Q: 3 clusters Score -701185.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -701193.812500 Penalty: 2919.128174
	Iteration 23Q: 3 clusters Score -701193.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -701198.000000 Penalty: 2919.128174
	Iteration 24Q: 3 clusters Score -701198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -701203.000000 Penalty: 2919.128174
	Iteration 25Q: 3 clusters Score -701203 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -701211.125000 Penalty: 2919.128174
	Iteration 26Q: 3 clusters Score -701211.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -701216.250000 Penalty: 2919.128174
	Iteration 27Q: 3 clusters Score -701216.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -701218.937500 Penalty: 2919.128174
	Iteration 28Q: 3 clusters Score -701218.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -701222.625000 Penalty: 2919.128174
	Iteration 29Q: 3 clusters Score -701222.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -701223.687500 Penalty: 2919.128174
	Iteration 30Q: 3 clusters Score -701223.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -701223.250000 Penalty: 2919.128174
	Iteration 31Q: 3 clusters Score -701223.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -701223.875000 Penalty: 2919.128174
	Iteration 32Q: 3 clusters Score -701223.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -701226.187500 Penalty: 2919.128174
	Iteration 33Q: 3 clusters Score -701226.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -701227.312500 Penalty: 2919.128174
	Iteration 34Q: 3 clusters Score -701227.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -701227.750000 Penalty: 2919.128174
	Iteration 35Q: 3 clusters Score -701227.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -701227.937500 Penalty: 2919.128174
	Iteration 36Q: 3 clusters Score -701227.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -701227.937500 Penalty: 2919.128174
	Iteration 37F: 3 clusters Score -701227.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 27459 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14473 members 
Mstep: Class 10 contains 72055 members 
Mstep: Class 11 contains 24958 members 
Mstep: Class 12 contains 5622 members 
Mstep: Class 13 contains 124860 members 
Mstep: Class 14 contains 115329 members 
Mstep: Class 15 contains 59358 members 
Mstep: Class 16 contains 18500 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40758 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 4362 members 
Mstep: Class 23 contains 59472 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63791 members 
Mstep: Class 27 contains 1781 members 
Mstep: Class 28 contains 20628 members 
Mstep: Class 29 contains 76537 members 
Mstep: Class 30 contains 4239 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16877 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3840 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13116 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 3596 members 
Entering Unmasked Estep 
Score: -84464408.000000 Penalty: 94000.359375
Splitting cluster 22 changes total score from -84464664.000000 to -84464408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (59472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59472 members 
Entering Unmasked Estep 
Score: -5481460.000000 Penalty: 1786.404907
	Iteration 0F: 2 clusters Score -5481460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -5441755.500000 Penalty: 3572.809814
	Iteration 0F: 3 clusters Score -5441756 nChanged 28171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -5457521.500000 Penalty: 3572.809814
	Iteration 1F: 3 clusters Score -5457522 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -5457888.000000 Penalty: 3572.809814
	Iteration 2Q: 3 clusters Score -5457888 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -5458310.000000 Penalty: 3572.809814
	Iteration 3Q: 3 clusters Score -5458310 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -5458832.500000 Penalty: 3572.809814
	Iteration 4Q: 3 clusters Score -5458832 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -5459634.500000 Penalty: 3572.809814
	Iteration 5Q: 3 clusters Score -5459634 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -5460888.000000 Penalty: 3572.809814
	Iteration 6Q: 3 clusters Score -5460888 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -5462718.000000 Penalty: 3572.809814
	Iteration 7F: 3 clusters Score -5462718 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -5465493.000000 Penalty: 3572.809814
	Iteration 8F: 3 clusters Score -5465493 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -5469113.500000 Penalty: 3572.809814
	Iteration 9F: 3 clusters Score -5469114 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51902 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -5472927.500000 Penalty: 3572.809814
	Iteration 10F: 3 clusters Score -5472928 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55202 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -5476047.500000 Penalty: 3572.809814
	Iteration 11F: 3 clusters Score -5476048 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57293 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -5478030.500000 Penalty: 3572.809814
	Iteration 12Q: 3 clusters Score -5478030 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58378 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -5479020.000000 Penalty: 3572.809814
	Iteration 13Q: 3 clusters Score -5479020 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58879 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5479473.500000 Penalty: 3572.809814
	Iteration 14Q: 3 clusters Score -5479474 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59077 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5479679.500000 Penalty: 3572.809814
	Iteration 15Q: 3 clusters Score -5479680 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59163 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5479785.000000 Penalty: 3572.809814
	Iteration 16Q: 3 clusters Score -5479785 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59198 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5479834.500000 Penalty: 3572.809814
	Iteration 17Q: 3 clusters Score -5479834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59215 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5479868.500000 Penalty: 3572.809814
	Iteration 18Q: 3 clusters Score -5479868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59228 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5479882.000000 Penalty: 3572.809814
	Iteration 19Q: 3 clusters Score -5479882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5479897.500000 Penalty: 3572.809814
	Iteration 20F: 3 clusters Score -5479898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59243 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5479906.500000 Penalty: 3572.809814
	Iteration 21Q: 3 clusters Score -5479906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59250 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5479916.500000 Penalty: 3572.809814
	Iteration 22Q: 3 clusters Score -5479916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59255 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5479918.500000 Penalty: 3572.809814
	Iteration 23Q: 3 clusters Score -5479918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59257 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5479921.500000 Penalty: 3572.809814
	Iteration 24Q: 3 clusters Score -5479922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59259 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5479927.500000 Penalty: 3572.809814
	Iteration 25Q: 3 clusters Score -5479928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59264 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5479938.500000 Penalty: 3572.809814
	Iteration 26Q: 3 clusters Score -5479938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59266 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5479941.500000 Penalty: 3572.809814
	Iteration 27Q: 3 clusters Score -5479942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59267 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5479941.500000 Penalty: 3572.809814
	Iteration 28Q: 3 clusters Score -5479942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59268 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -5479943.500000 Penalty: 3572.809814
	Iteration 29Q: 3 clusters Score -5479944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59270 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -5479947.000000 Penalty: 3572.809814
	Iteration 30Q: 3 clusters Score -5479947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59270 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -5479947.000000 Penalty: 3572.809814
	Iteration 31F: 3 clusters Score -5479947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Entering Unmasked Estep 
Score: -176031.187500 Penalty: 1240.501221
	Iteration 0F: 2 clusters Score -176031.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -173896.984375 Penalty: 2481.002441
	Iteration 0F: 3 clusters Score -173897 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -174393.828125 Penalty: 2481.002441
	Iteration 1F: 3 clusters Score -174393.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -174574.578125 Penalty: 2481.002441
	Iteration 2F: 3 clusters Score -174574.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -174749.656250 Penalty: 2481.002441
	Iteration 3F: 3 clusters Score -174749.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -174949.125000 Penalty: 2481.002441
	Iteration 4F: 3 clusters Score -174949.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -175178.984375 Penalty: 2481.002441
	Iteration 5F: 3 clusters Score -175179 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -175404.953125 Penalty: 2481.002441
	Iteration 6F: 3 clusters Score -175405 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -175629.281250 Penalty: 2481.002441
	Iteration 7F: 3 clusters Score -175629.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -175784.187500 Penalty: 2481.002441
	Iteration 8F: 3 clusters Score -175784.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -175913.968750 Penalty: 2481.002441
	Iteration 9Q: 3 clusters Score -175914 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -176045.218750 Penalty: 2481.002441
	Iteration 10Q: 3 clusters Score -176045.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -176104.906250 Penalty: 2481.002441
	Iteration 11Q: 3 clusters Score -176104.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -176125.656250 Penalty: 2481.002441
	Iteration 12Q: 3 clusters Score -176125.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -176131.125000 Penalty: 2481.002441
	Iteration 13Q: 3 clusters Score -176131.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -176132.343750 Penalty: 2481.002441
	Iteration 14Q: 3 clusters Score -176132.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -176135.703125 Penalty: 2481.002441
	Iteration 15Q: 3 clusters Score -176135.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -176137.406250 Penalty: 2481.002441
	Iteration 16Q: 3 clusters Score -176137.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -176139.328125 Penalty: 2481.002441
	Iteration 17Q: 3 clusters Score -176139.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -176140.093750 Penalty: 2481.002441
	Iteration 18Q: 3 clusters Score -176140.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -176140.625000 Penalty: 2481.002441
	Iteration 19Q: 3 clusters Score -176140.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -176140.625000 Penalty: 2481.002441
	Iteration 20F: 3 clusters Score -176140.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 27459 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14473 members 
Mstep: Class 10 contains 72055 members 
Mstep: Class 11 contains 24958 members 
Mstep: Class 12 contains 5622 members 
Mstep: Class 13 contains 124860 members 
Mstep: Class 14 contains 115329 members 
Mstep: Class 15 contains 59358 members 
Mstep: Class 16 contains 18500 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40758 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7958 members 
Mstep: Class 23 contains 59472 members 
Mstep: Class 24 contains 851 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63791 members 
Mstep: Class 27 contains 1781 members 
Mstep: Class 28 contains 20628 members 
Mstep: Class 29 contains 76537 members 
Mstep: Class 30 contains 4239 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16877 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3840 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13116 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 1216 members 
Entering Unmasked Estep 
Score: -84463800.000000 Penalty: 94000.359375
Splitting cluster 24 changes total score from -84464664.000000 to -84463800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (8720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Entering Unmasked Estep 
Score: -730687.875000 Penalty: 1474.423340
	Iteration 0F: 2 clusters Score -730687.9 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 4318 members 
Entering Unmasked Estep 
Score: -724318.000000 Penalty: 2948.846680
	Iteration 0F: 3 clusters Score -724318 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -726250.250000 Penalty: 2948.846680
	Iteration 1F: 3 clusters Score -726250.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -726482.062500 Penalty: 2948.846680
	Iteration 2F: 3 clusters Score -726482.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -726692.937500 Penalty: 2948.846680
	Iteration 3F: 3 clusters Score -726692.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -726876.312500 Penalty: 2948.846680
	Iteration 4Q: 3 clusters Score -726876.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -727071.000000 Penalty: 2948.846680
	Iteration 5Q: 3 clusters Score -727071 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -727264.687500 Penalty: 2948.846680
	Iteration 6Q: 3 clusters Score -727264.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -727466.125000 Penalty: 2948.846680
	Iteration 7Q: 3 clusters Score -727466.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -727675.187500 Penalty: 2948.846680
	Iteration 8Q: 3 clusters Score -727675.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -727904.000000 Penalty: 2948.846680
	Iteration 9Q: 3 clusters Score -727904 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -728116.687500 Penalty: 2948.846680
	Iteration 10Q: 3 clusters Score -728116.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -728344.875000 Penalty: 2948.846680
	Iteration 11Q: 3 clusters Score -728344.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -728582.250000 Penalty: 2948.846680
	Iteration 12Q: 3 clusters Score -728582.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -728807.562500 Penalty: 2948.846680
	Iteration 13Q: 3 clusters Score -728807.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -728970.625000 Penalty: 2948.846680
	Iteration 14Q: 3 clusters Score -728970.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -729094.687500 Penalty: 2948.846680
	Iteration 15Q: 3 clusters Score -729094.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -729186.562500 Penalty: 2948.846680
	Iteration 16Q: 3 clusters Score -729186.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -729269.375000 Penalty: 2948.846680
	Iteration 17Q: 3 clusters Score -729269.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -729336.375000 Penalty: 2948.846680
	Iteration 18Q: 3 clusters Score -729336.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -729403.062500 Penalty: 2948.846680
	Iteration 19Q: 3 clusters Score -729403.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -729453.625000 Penalty: 2948.846680
	Iteration 20F: 3 clusters Score -729453.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -729495.125000 Penalty: 2948.846680
	Iteration 21Q: 3 clusters Score -729495.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -729515.562500 Penalty: 2948.846680
	Iteration 22Q: 3 clusters Score -729515.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -729529.375000 Penalty: 2948.846680
	Iteration 23Q: 3 clusters Score -729529.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -729543.687500 Penalty: 2948.846680
	Iteration 24Q: 3 clusters Score -729543.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -729554.250000 Penalty: 2948.846680
	Iteration 25Q: 3 clusters Score -729554.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -729564.562500 Penalty: 2948.846680
	Iteration 26Q: 3 clusters Score -729564.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -729571.625000 Penalty: 2948.846680
	Iteration 27Q: 3 clusters Score -729571.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -729577.062500 Penalty: 2948.846680
	Iteration 28Q: 3 clusters Score -729577.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -729580.750000 Penalty: 2948.846680
	Iteration 29Q: 3 clusters Score -729580.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -729588.437500 Penalty: 2948.846680
	Iteration 30Q: 3 clusters Score -729588.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -729593.500000 Penalty: 2948.846680
	Iteration 31Q: 3 clusters Score -729593.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -729599.000000 Penalty: 2948.846680
	Iteration 32Q: 3 clusters Score -729599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -729603.687500 Penalty: 2948.846680
	Iteration 33Q: 3 clusters Score -729603.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -729605.875000 Penalty: 2948.846680
	Iteration 34Q: 3 clusters Score -729605.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -729606.937500 Penalty: 2948.846680
	Iteration 35Q: 3 clusters Score -729606.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -729611.750000 Penalty: 2948.846680
	Iteration 36Q: 3 clusters Score -729611.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -729615.875000 Penalty: 2948.846680
	Iteration 37Q: 3 clusters Score -729615.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -729618.375000 Penalty: 2948.846680
	Iteration 38Q: 3 clusters Score -729618.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -729618.375000 Penalty: 2948.846680
	Iteration 39F: 3 clusters Score -729618.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (63791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63791 members 
Entering Unmasked Estep 
Score: -5906240.500000 Penalty: 1797.797241
	Iteration 0F: 2 clusters Score -5906240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -5863324.000000 Penalty: 3595.594482
	Iteration 0F: 3 clusters Score -5863324 nChanged 30297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -5880882.500000 Penalty: 3595.594482
	Iteration 1F: 3 clusters Score -5880882 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -5881477.500000 Penalty: 3595.594482
	Iteration 2Q: 3 clusters Score -5881478 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -5882151.000000 Penalty: 3595.594482
	Iteration 3Q: 3 clusters Score -5882151 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -5882849.500000 Penalty: 3595.594482
	Iteration 4Q: 3 clusters Score -5882850 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -5883613.500000 Penalty: 3595.594482
	Iteration 5Q: 3 clusters Score -5883614 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -5884492.500000 Penalty: 3595.594482
	Iteration 6Q: 3 clusters Score -5884492 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -5885544.000000 Penalty: 3595.594482
	Iteration 7Q: 3 clusters Score -5885544 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -5886582.500000 Penalty: 3595.594482
	Iteration 8Q: 3 clusters Score -5886582 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -5887472.500000 Penalty: 3595.594482
	Iteration 9Q: 3 clusters Score -5887472 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -5888470.500000 Penalty: 3595.594482
	Iteration 10Q: 3 clusters Score -5888470 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -5889406.500000 Penalty: 3595.594482
	Iteration 11Q: 3 clusters Score -5889406 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -5890365.000000 Penalty: 3595.594482
	Iteration 12Q: 3 clusters Score -5890365 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -5891501.500000 Penalty: 3595.594482
	Iteration 13Q: 3 clusters Score -5891502 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -5892646.000000 Penalty: 3595.594482
	Iteration 14Q: 3 clusters Score -5892646 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -5893758.000000 Penalty: 3595.594482
	Iteration 15Q: 3 clusters Score -5893758 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -5894536.000000 Penalty: 3595.594482
	Iteration 16Q: 3 clusters Score -5894536 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -5895001.000000 Penalty: 3595.594482
	Iteration 17Q: 3 clusters Score -5895001 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -5895233.500000 Penalty: 3595.594482
	Iteration 18Q: 3 clusters Score -5895234 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -5895452.000000 Penalty: 3595.594482
	Iteration 19Q: 3 clusters Score -5895452 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -5895561.500000 Penalty: 3595.594482
	Iteration 20F: 3 clusters Score -5895562 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -5895661.500000 Penalty: 3595.594482
	Iteration 21Q: 3 clusters Score -5895662 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -5895793.000000 Penalty: 3595.594482
	Iteration 22Q: 3 clusters Score -5895793 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -5895909.500000 Penalty: 3595.594482
	Iteration 23Q: 3 clusters Score -5895910 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -5896007.500000 Penalty: 3595.594482
	Iteration 24Q: 3 clusters Score -5896008 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -5896114.500000 Penalty: 3595.594482
	Iteration 25Q: 3 clusters Score -5896114 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -5896246.000000 Penalty: 3595.594482
	Iteration 26Q: 3 clusters Score -5896246 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -5896326.000000 Penalty: 3595.594482
	Iteration 27Q: 3 clusters Score -5896326 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -5896439.000000 Penalty: 3595.594482
	Iteration 28Q: 3 clusters Score -5896439 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -5896503.000000 Penalty: 3595.594482
	Iteration 29Q: 3 clusters Score -5896503 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -5896620.500000 Penalty: 3595.594482
	Iteration 30Q: 3 clusters Score -5896620 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -5896709.000000 Penalty: 3595.594482
	Iteration 31Q: 3 clusters Score -5896709 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
Score: -5896846.500000 Penalty: 3595.594482
	Iteration 32Q: 3 clusters Score -5896846 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -5896989.500000 Penalty: 3595.594482
	Iteration 33Q: 3 clusters Score -5896990 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -5897183.500000 Penalty: 3595.594482
	Iteration 34Q: 3 clusters Score -5897184 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 44771 members 
Entering Unmasked Estep 
Score: -5897348.000000 Penalty: 3595.594482
	Iteration 35Q: 3 clusters Score -5897348 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 45547 members 
Entering Unmasked Estep 
Score: -5897541.500000 Penalty: 3595.594482
	Iteration 36Q: 3 clusters Score -5897542 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -5897754.500000 Penalty: 3595.594482
	Iteration 37Q: 3 clusters Score -5897754 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 47266 members 
Entering Unmasked Estep 
Score: -5898011.000000 Penalty: 3595.594482
	Iteration 38Q: 3 clusters Score -5898011 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -5898231.000000 Penalty: 3595.594482
	Iteration 39Q: 3 clusters Score -5898231 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 49141 members 
Entering Unmasked Estep 
Score: -5898552.000000 Penalty: 3595.594482
	Iteration 40F: 3 clusters Score -5898552 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 50102 members 
Entering Unmasked Estep 
Score: -5898823.500000 Penalty: 3595.594482
	Iteration 41Q: 3 clusters Score -5898824 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -5899176.000000 Penalty: 3595.594482
	Iteration 42Q: 3 clusters Score -5899176 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 52095 members 
Entering Unmasked Estep 
Score: -5899536.500000 Penalty: 3595.594482
	Iteration 43Q: 3 clusters Score -5899536 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 53075 members 
Entering Unmasked Estep 
Score: -5899897.000000 Penalty: 3595.594482
	Iteration 44Q: 3 clusters Score -5899897 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 54107 members 
Entering Unmasked Estep 
Score: -5900282.500000 Penalty: 3595.594482
	Iteration 45Q: 3 clusters Score -5900282 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 55104 members 
Entering Unmasked Estep 
Score: -5900697.500000 Penalty: 3595.594482
	Iteration 46Q: 3 clusters Score -5900698 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 56085 members 
Entering Unmasked Estep 
Score: -5901126.000000 Penalty: 3595.594482
	Iteration 47Q: 3 clusters Score -5901126 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 57031 members 
Entering Unmasked Estep 
Score: -5901491.500000 Penalty: 3595.594482
	Iteration 48Q: 3 clusters Score -5901492 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 57911 members 
Entering Unmasked Estep 
Score: -5901902.000000 Penalty: 3595.594482
	Iteration 49Q: 3 clusters Score -5901902 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 58680 members 
Entering Unmasked Estep 
Score: -5902276.500000 Penalty: 3595.594482
	Iteration 50Q: 3 clusters Score -5902276 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 59397 members 
Entering Unmasked Estep 
Score: -5902642.500000 Penalty: 3595.594482
	Iteration 51Q: 3 clusters Score -5902642 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 60019 members 
Entering Unmasked Estep 
Score: -5902926.500000 Penalty: 3595.594482
	Iteration 52Q: 3 clusters Score -5902926 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 60580 members 
Entering Unmasked Estep 
Score: -5903203.000000 Penalty: 3595.594482
	Iteration 53Q: 3 clusters Score -5903203 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 61048 members 
Entering Unmasked Estep 
Score: -5903429.000000 Penalty: 3595.594482
	Iteration 54Q: 3 clusters Score -5903429 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 61465 members 
Entering Unmasked Estep 
Score: -5903639.000000 Penalty: 3595.594482
	Iteration 55Q: 3 clusters Score -5903639 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 61833 members 
Entering Unmasked Estep 
Score: -5903855.000000 Penalty: 3595.594482
	Iteration 56Q: 3 clusters Score -5903855 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 62169 members 
Entering Unmasked Estep 
Score: -5904035.500000 Penalty: 3595.594482
	Iteration 57Q: 3 clusters Score -5904036 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 62428 members 
Entering Unmasked Estep 
Score: -5904183.500000 Penalty: 3595.594482
	Iteration 58Q: 3 clusters Score -5904184 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 62638 members 
Entering Unmasked Estep 
Score: -5904298.500000 Penalty: 3595.594482
	Iteration 59Q: 3 clusters Score -5904298 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 62804 members 
Entering Unmasked Estep 
Score: -5904407.000000 Penalty: 3595.594482
	Iteration 60F: 3 clusters Score -5904407 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 62935 members 
Entering Unmasked Estep 
Score: -5904479.500000 Penalty: 3595.594482
	Iteration 61Q: 3 clusters Score -5904480 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 63016 members 
Entering Unmasked Estep 
Score: -5904516.000000 Penalty: 3595.594482
	Iteration 62Q: 3 clusters Score -5904516 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 63090 members 
Entering Unmasked Estep 
Score: -5904560.500000 Penalty: 3595.594482
	Iteration 63Q: 3 clusters Score -5904560 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 63127 members 
Entering Unmasked Estep 
Score: -5904584.500000 Penalty: 3595.594482
	Iteration 64Q: 3 clusters Score -5904584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 63154 members 
Entering Unmasked Estep 
Score: -5904599.000000 Penalty: 3595.594482
	Iteration 65Q: 3 clusters Score -5904599 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 63182 members 
Entering Unmasked Estep 
Score: -5904614.500000 Penalty: 3595.594482
	Iteration 66Q: 3 clusters Score -5904614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 63211 members 
Entering Unmasked Estep 
Score: -5904635.000000 Penalty: 3595.594482
	Iteration 67Q: 3 clusters Score -5904635 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 63237 members 
Entering Unmasked Estep 
Score: -5904655.500000 Penalty: 3595.594482
	Iteration 68Q: 3 clusters Score -5904656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 63256 members 
Entering Unmasked Estep 
Score: -5904673.500000 Penalty: 3595.594482
	Iteration 69Q: 3 clusters Score -5904674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 63275 members 
Entering Unmasked Estep 
Score: -5904683.500000 Penalty: 3595.594482
	Iteration 70Q: 3 clusters Score -5904684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 63285 members 
Entering Unmasked Estep 
Score: -5904694.000000 Penalty: 3595.594482
	Iteration 71Q: 3 clusters Score -5904694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 63300 members 
Entering Unmasked Estep 
Score: -5904701.500000 Penalty: 3595.594482
	Iteration 72Q: 3 clusters Score -5904702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 63309 members 
Entering Unmasked Estep 
Score: -5904714.000000 Penalty: 3595.594482
	Iteration 73Q: 3 clusters Score -5904714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 63312 members 
Entering Unmasked Estep 
Score: -5904708.000000 Penalty: 3595.594482
	Iteration 74Q: 3 clusters Score -5904708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 63314 members 
Entering Unmasked Estep 
Score: -5904710.000000 Penalty: 3595.594482
	Iteration 75Q: 3 clusters Score -5904710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 63317 members 
Entering Unmasked Estep 
Score: -5904707.000000 Penalty: 3595.594482
	Iteration 76Q: 3 clusters Score -5904707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 63318 members 
Entering Unmasked Estep 
Score: -5904709.000000 Penalty: 3595.594482
	Iteration 77Q: 3 clusters Score -5904709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 63319 members 
Entering Unmasked Estep 
Score: -5904710.500000 Penalty: 3595.594482
	Iteration 78Q: 3 clusters Score -5904710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 63319 members 
Entering Unmasked Estep 
Score: -5904710.500000 Penalty: 3595.594482
	Iteration 79F: 3 clusters Score -5904710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Entering Unmasked Estep 
Score: -126495.273438 Penalty: 1216.301147
	Iteration 0F: 2 clusters Score -126495.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -124635.820312 Penalty: 2432.602295
	Iteration 0F: 3 clusters Score -124635.8 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -125281.500000 Penalty: 2432.602295
	Iteration 1F: 3 clusters Score -125281.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -125487.937500 Penalty: 2432.602295
	Iteration 2F: 3 clusters Score -125487.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -125618.562500 Penalty: 2432.602295
	Iteration 3F: 3 clusters Score -125618.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -125698.250000 Penalty: 2432.602295
	Iteration 4Q: 3 clusters Score -125698.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -125751.187500 Penalty: 2432.602295
	Iteration 5Q: 3 clusters Score -125751.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -125786.921875 Penalty: 2432.602295
	Iteration 6Q: 3 clusters Score -125786.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -125818.312500 Penalty: 2432.602295
	Iteration 7Q: 3 clusters Score -125818.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -125845.929688 Penalty: 2432.602295
	Iteration 8Q: 3 clusters Score -125845.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -125873.406250 Penalty: 2432.602295
	Iteration 9Q: 3 clusters Score -125873.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -125899.460938 Penalty: 2432.602295
	Iteration 10Q: 3 clusters Score -125899.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -125913.601562 Penalty: 2432.602295
	Iteration 11Q: 3 clusters Score -125913.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -125931.156250 Penalty: 2432.602295
	Iteration 12Q: 3 clusters Score -125931.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -125950.890625 Penalty: 2432.602295
	Iteration 13Q: 3 clusters Score -125950.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -125960.953125 Penalty: 2432.602295
	Iteration 14Q: 3 clusters Score -125961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -125977.218750 Penalty: 2432.602295
	Iteration 15Q: 3 clusters Score -125977.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -125994.703125 Penalty: 2432.602295
	Iteration 16Q: 3 clusters Score -125994.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -126008.429688 Penalty: 2432.602295
	Iteration 17Q: 3 clusters Score -126008.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -126028.453125 Penalty: 2432.602295
	Iteration 18Q: 3 clusters Score -126028.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -126057.539062 Penalty: 2432.602295
	Iteration 19Q: 3 clusters Score -126057.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -126082.609375 Penalty: 2432.602295
	Iteration 20F: 3 clusters Score -126082.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -126116.718750 Penalty: 2432.602295
	Iteration 21Q: 3 clusters Score -126116.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -126165.578125 Penalty: 2432.602295
	Iteration 22Q: 3 clusters Score -126165.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -126216.226562 Penalty: 2432.602295
	Iteration 23Q: 3 clusters Score -126216.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -126255.820312 Penalty: 2432.602295
	Iteration 24Q: 3 clusters Score -126255.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -126274.171875 Penalty: 2432.602295
	Iteration 25Q: 3 clusters Score -126274.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -126289.507812 Penalty: 2432.602295
	Iteration 26Q: 3 clusters Score -126289.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -126297.265625 Penalty: 2432.602295
	Iteration 27Q: 3 clusters Score -126297.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -126307.976562 Penalty: 2432.602295
	Iteration 28Q: 3 clusters Score -126308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -126311.867188 Penalty: 2432.602295
	Iteration 29Q: 3 clusters Score -126311.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -126315.062500 Penalty: 2432.602295
	Iteration 30Q: 3 clusters Score -126315.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -126318.359375 Penalty: 2432.602295
	Iteration 31Q: 3 clusters Score -126318.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -126320.914062 Penalty: 2432.602295
	Iteration 32Q: 3 clusters Score -126320.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -126323.890625 Penalty: 2432.602295
	Iteration 33Q: 3 clusters Score -126323.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -126327.421875 Penalty: 2432.602295
	Iteration 34Q: 3 clusters Score -126327.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -126333.164062 Penalty: 2432.602295
	Iteration 35Q: 3 clusters Score -126333.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -126338.101562 Penalty: 2432.602295
	Iteration 36Q: 3 clusters Score -126338.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -126344.851562 Penalty: 2432.602295
	Iteration 37Q: 3 clusters Score -126344.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -126351.101562 Penalty: 2432.602295
	Iteration 38Q: 3 clusters Score -126351.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -126358.328125 Penalty: 2432.602295
	Iteration 39Q: 3 clusters Score -126358.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -126363.718750 Penalty: 2432.602295
	Iteration 40F: 3 clusters Score -126363.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -126370.445312 Penalty: 2432.602295
	Iteration 41Q: 3 clusters Score -126370.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -126377.820312 Penalty: 2432.602295
	Iteration 42Q: 3 clusters Score -126377.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -126381.468750 Penalty: 2432.602295
	Iteration 43Q: 3 clusters Score -126381.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -126387.109375 Penalty: 2432.602295
	Iteration 44Q: 3 clusters Score -126387.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -126392.125000 Penalty: 2432.602295
	Iteration 45Q: 3 clusters Score -126392.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -126392.945312 Penalty: 2432.602295
	Iteration 46Q: 3 clusters Score -126392.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -126394.000000 Penalty: 2432.602295
	Iteration 47Q: 3 clusters Score -126394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -126394.000000 Penalty: 2432.602295
	Iteration 48F: 3 clusters Score -126394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (20628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Entering Unmasked Estep 
Score: -1865222.125000 Penalty: 1614.340698
	Iteration 0F: 2 clusters Score -1865222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1851159.250000 Penalty: 3228.681396
	Iteration 0F: 3 clusters Score -1851159 nChanged 9307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1856730.875000 Penalty: 3228.681396
	Iteration 1F: 3 clusters Score -1856731 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1857438.000000 Penalty: 3228.681396
	Iteration 2F: 3 clusters Score -1857438 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1858262.250000 Penalty: 3228.681396
	Iteration 3F: 3 clusters Score -1858262 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1859236.000000 Penalty: 3228.681396
	Iteration 4F: 3 clusters Score -1859236 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1860275.500000 Penalty: 3228.681396
	Iteration 5F: 3 clusters Score -1860276 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1861257.125000 Penalty: 3228.681396
	Iteration 6F: 3 clusters Score -1861257 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1862208.000000 Penalty: 3228.681396
	Iteration 7F: 3 clusters Score -1862208 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1862967.250000 Penalty: 3228.681396
	Iteration 8Q: 3 clusters Score -1862967 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1863437.000000 Penalty: 3228.681396
	Iteration 9Q: 3 clusters Score -1863437 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1863715.250000 Penalty: 3228.681396
	Iteration 10Q: 3 clusters Score -1863715 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1863876.625000 Penalty: 3228.681396
	Iteration 11Q: 3 clusters Score -1863877 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1863983.125000 Penalty: 3228.681396
	Iteration 12Q: 3 clusters Score -1863983 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1864048.000000 Penalty: 3228.681396
	Iteration 13Q: 3 clusters Score -1864048 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1864106.125000 Penalty: 3228.681396
	Iteration 14Q: 3 clusters Score -1864106 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1864141.125000 Penalty: 3228.681396
	Iteration 15Q: 3 clusters Score -1864141 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1864168.375000 Penalty: 3228.681396
	Iteration 16Q: 3 clusters Score -1864168 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1864186.750000 Penalty: 3228.681396
	Iteration 17Q: 3 clusters Score -1864187 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1864202.625000 Penalty: 3228.681396
	Iteration 18Q: 3 clusters Score -1864203 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1864220.125000 Penalty: 3228.681396
	Iteration 19Q: 3 clusters Score -1864220 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1864224.125000 Penalty: 3228.681396
	Iteration 20F: 3 clusters Score -1864224 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1864236.375000 Penalty: 3228.681396
	Iteration 21Q: 3 clusters Score -1864236 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1864245.875000 Penalty: 3228.681396
	Iteration 22Q: 3 clusters Score -1864246 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1864248.375000 Penalty: 3228.681396
	Iteration 23Q: 3 clusters Score -1864248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1864256.000000 Penalty: 3228.681396
	Iteration 24Q: 3 clusters Score -1864256 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1864261.125000 Penalty: 3228.681396
	Iteration 25Q: 3 clusters Score -1864261 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1864268.000000 Penalty: 3228.681396
	Iteration 26Q: 3 clusters Score -1864268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1864272.250000 Penalty: 3228.681396
	Iteration 27Q: 3 clusters Score -1864272 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1864278.875000 Penalty: 3228.681396
	Iteration 28Q: 3 clusters Score -1864279 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1864288.750000 Penalty: 3228.681396
	Iteration 29Q: 3 clusters Score -1864289 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1864286.125000 Penalty: 3228.681396
	Iteration 30Q: 3 clusters Score -1864286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1864288.375000 Penalty: 3228.681396
	Iteration 31Q: 3 clusters Score -1864288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1864293.000000 Penalty: 3228.681396
	Iteration 32Q: 3 clusters Score -1864293 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1864295.750000 Penalty: 3228.681396
	Iteration 33Q: 3 clusters Score -1864296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1864297.250000 Penalty: 3228.681396
	Iteration 34Q: 3 clusters Score -1864297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1864300.875000 Penalty: 3228.681396
	Iteration 35Q: 3 clusters Score -1864301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1864298.250000 Penalty: 3228.681396
	Iteration 36Q: 3 clusters Score -1864298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1864301.000000 Penalty: 3228.681396
	Iteration 37Q: 3 clusters Score -1864301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1864302.750000 Penalty: 3228.681396
	Iteration 38Q: 3 clusters Score -1864303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1864302.375000 Penalty: 3228.681396
	Iteration 39Q: 3 clusters Score -1864302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1864303.500000 Penalty: 3228.681396
	Iteration 40F: 3 clusters Score -1864304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1864305.125000 Penalty: 3228.681396
	Iteration 41Q: 3 clusters Score -1864305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1864304.375000 Penalty: 3228.681396
	Iteration 42Q: 3 clusters Score -1864304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1864301.000000 Penalty: 3228.681396
	Iteration 43Q: 3 clusters Score -1864301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1864300.750000 Penalty: 3228.681396
	Iteration 44Q: 3 clusters Score -1864301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1864298.250000 Penalty: 3228.681396
	Iteration 45Q: 3 clusters Score -1864298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1864300.750000 Penalty: 3228.681396
	Iteration 46Q: 3 clusters Score -1864301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1864303.625000 Penalty: 3228.681396
	Iteration 47Q: 3 clusters Score -1864304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1864304.000000 Penalty: 3228.681396
	Iteration 48Q: 3 clusters Score -1864304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1864303.250000 Penalty: 3228.681396
	Iteration 49Q: 3 clusters Score -1864303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1864304.000000 Penalty: 3228.681396
	Iteration 50Q: 3 clusters Score -1864304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1864309.750000 Penalty: 3228.681396
	Iteration 51Q: 3 clusters Score -1864310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1864312.625000 Penalty: 3228.681396
	Iteration 52Q: 3 clusters Score -1864313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1864315.875000 Penalty: 3228.681396
	Iteration 53Q: 3 clusters Score -1864316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1864316.000000 Penalty: 3228.681396
	Iteration 54Q: 3 clusters Score -1864316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1864320.000000 Penalty: 3228.681396
	Iteration 55Q: 3 clusters Score -1864320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1864322.750000 Penalty: 3228.681396
	Iteration 56Q: 3 clusters Score -1864323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1864322.000000 Penalty: 3228.681396
	Iteration 57Q: 3 clusters Score -1864322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1864328.875000 Penalty: 3228.681396
	Iteration 58Q: 3 clusters Score -1864329 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1864327.000000 Penalty: 3228.681396
	Iteration 59Q: 3 clusters Score -1864327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1864328.875000 Penalty: 3228.681396
	Iteration 60F: 3 clusters Score -1864329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1864331.625000 Penalty: 3228.681396
	Iteration 61Q: 3 clusters Score -1864332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1864333.625000 Penalty: 3228.681396
	Iteration 62Q: 3 clusters Score -1864334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1864333.750000 Penalty: 3228.681396
	Iteration 63Q: 3 clusters Score -1864334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1864334.875000 Penalty: 3228.681396
	Iteration 64Q: 3 clusters Score -1864335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1864336.750000 Penalty: 3228.681396
	Iteration 65Q: 3 clusters Score -1864337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1864339.500000 Penalty: 3228.681396
	Iteration 66Q: 3 clusters Score -1864340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1864341.000000 Penalty: 3228.681396
	Iteration 67Q: 3 clusters Score -1864341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1864341.000000 Penalty: 3228.681396
	Iteration 68Q: 3 clusters Score -1864341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1864344.250000 Penalty: 3228.681396
	Iteration 69Q: 3 clusters Score -1864344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1864346.000000 Penalty: 3228.681396
	Iteration 70Q: 3 clusters Score -1864346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1864346.000000 Penalty: 3228.681396
	Iteration 71Q: 3 clusters Score -1864346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1864348.000000 Penalty: 3228.681396
	Iteration 72Q: 3 clusters Score -1864348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1864352.875000 Penalty: 3228.681396
	Iteration 73Q: 3 clusters Score -1864353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1864354.500000 Penalty: 3228.681396
	Iteration 74Q: 3 clusters Score -1864354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1864354.250000 Penalty: 3228.681396
	Iteration 75Q: 3 clusters Score -1864354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1864357.750000 Penalty: 3228.681396
	Iteration 76Q: 3 clusters Score -1864358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1864352.625000 Penalty: 3228.681396
	Iteration 77Q: 3 clusters Score -1864353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1864351.500000 Penalty: 3228.681396
	Iteration 78Q: 3 clusters Score -1864352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1864353.500000 Penalty: 3228.681396
	Iteration 79Q: 3 clusters Score -1864354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1864353.125000 Penalty: 3228.681396
	Iteration 80F: 3 clusters Score -1864353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (76537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76537 members 
Entering Unmasked Estep 
Score: -7086682.500000 Penalty: 1827.398438
	Iteration 0F: 2 clusters Score -7086682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -7035556.500000 Penalty: 3654.796875
	Iteration 0F: 3 clusters Score -7035556 nChanged 36371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -7056111.500000 Penalty: 3654.796875
	Iteration 1F: 3 clusters Score -7056112 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -7056585.500000 Penalty: 3654.796875
	Iteration 2Q: 3 clusters Score -7056586 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 38397 members 
Entering Unmasked Estep 
Score: -7057077.500000 Penalty: 3654.796875
	Iteration 3Q: 3 clusters Score -7057078 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38030 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -7057659.500000 Penalty: 3654.796875
	Iteration 4Q: 3 clusters Score -7057660 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -7058303.000000 Penalty: 3654.796875
	Iteration 5Q: 3 clusters Score -7058303 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -7058949.000000 Penalty: 3654.796875
	Iteration 6Q: 3 clusters Score -7058949 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -7059954.500000 Penalty: 3654.796875
	Iteration 7Q: 3 clusters Score -7059954 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -7061385.000000 Penalty: 3654.796875
	Iteration 8Q: 3 clusters Score -7061385 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -7063912.000000 Penalty: 3654.796875
	Iteration 9F: 3 clusters Score -7063912 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -7067158.000000 Penalty: 3654.796875
	Iteration 10F: 3 clusters Score -7067158 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -7069848.500000 Penalty: 3654.796875
	Iteration 11F: 3 clusters Score -7069848 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -7071113.000000 Penalty: 3654.796875
	Iteration 12Q: 3 clusters Score -7071113 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -7071414.500000 Penalty: 3654.796875
	Iteration 13Q: 3 clusters Score -7071414 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -7071551.500000 Penalty: 3654.796875
	Iteration 14Q: 3 clusters Score -7071552 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
Score: -7071617.500000 Penalty: 3654.796875
	Iteration 15Q: 3 clusters Score -7071618 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -7071695.500000 Penalty: 3654.796875
	Iteration 16Q: 3 clusters Score -7071696 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -7071759.000000 Penalty: 3654.796875
	Iteration 17Q: 3 clusters Score -7071759 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36001 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -7071807.000000 Penalty: 3654.796875
	Iteration 18Q: 3 clusters Score -7071807 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -7071815.000000 Penalty: 3654.796875
	Iteration 19Q: 3 clusters Score -7071815 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
Score: -7071854.000000 Penalty: 3654.796875
	Iteration 20F: 3 clusters Score -7071854 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -7071905.000000 Penalty: 3654.796875
	Iteration 21Q: 3 clusters Score -7071905 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -7071954.000000 Penalty: 3654.796875
	Iteration 22Q: 3 clusters Score -7071954 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -7072003.000000 Penalty: 3654.796875
	Iteration 23Q: 3 clusters Score -7072003 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -7072050.000000 Penalty: 3654.796875
	Iteration 24Q: 3 clusters Score -7072050 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -7072083.000000 Penalty: 3654.796875
	Iteration 25Q: 3 clusters Score -7072083 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -7072156.000000 Penalty: 3654.796875
	Iteration 26Q: 3 clusters Score -7072156 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -7072191.000000 Penalty: 3654.796875
	Iteration 27Q: 3 clusters Score -7072191 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -7072230.500000 Penalty: 3654.796875
	Iteration 28Q: 3 clusters Score -7072230 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -7072259.500000 Penalty: 3654.796875
	Iteration 29Q: 3 clusters Score -7072260 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -7072306.500000 Penalty: 3654.796875
	Iteration 30Q: 3 clusters Score -7072306 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -7072351.000000 Penalty: 3654.796875
	Iteration 31Q: 3 clusters Score -7072351 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -7072421.000000 Penalty: 3654.796875
	Iteration 32Q: 3 clusters Score -7072421 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 42475 members 
Entering Unmasked Estep 
Score: -7072482.500000 Penalty: 3654.796875
	Iteration 33Q: 3 clusters Score -7072482 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -7072573.000000 Penalty: 3654.796875
	Iteration 34Q: 3 clusters Score -7072573 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 42675 members 
Entering Unmasked Estep 
Score: -7072575.500000 Penalty: 3654.796875
	Iteration 35Q: 3 clusters Score -7072576 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -7072610.000000 Penalty: 3654.796875
	Iteration 36Q: 3 clusters Score -7072610 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 42912 members 
Entering Unmasked Estep 
Score: -7072630.000000 Penalty: 3654.796875
	Iteration 37Q: 3 clusters Score -7072630 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -7072654.500000 Penalty: 3654.796875
	Iteration 38Q: 3 clusters Score -7072654 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -7072676.500000 Penalty: 3654.796875
	Iteration 39Q: 3 clusters Score -7072676 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -7072682.500000 Penalty: 3654.796875
	Iteration 40F: 3 clusters Score -7072682 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -7072695.000000 Penalty: 3654.796875
	Iteration 41Q: 3 clusters Score -7072695 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -7072717.500000 Penalty: 3654.796875
	Iteration 42Q: 3 clusters Score -7072718 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -7072754.500000 Penalty: 3654.796875
	Iteration 43Q: 3 clusters Score -7072754 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -7072772.000000 Penalty: 3654.796875
	Iteration 44Q: 3 clusters Score -7072772 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -7072796.500000 Penalty: 3654.796875
	Iteration 45Q: 3 clusters Score -7072796 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 44156 members 
Entering Unmasked Estep 
Score: -7072828.000000 Penalty: 3654.796875
	Iteration 46Q: 3 clusters Score -7072828 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 44346 members 
Entering Unmasked Estep 
Score: -7072866.000000 Penalty: 3654.796875
	Iteration 47Q: 3 clusters Score -7072866 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -7072891.500000 Penalty: 3654.796875
	Iteration 48Q: 3 clusters Score -7072892 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 44791 members 
Entering Unmasked Estep 
Score: -7072912.000000 Penalty: 3654.796875
	Iteration 49Q: 3 clusters Score -7072912 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 45028 members 
Entering Unmasked Estep 
Score: -7072955.500000 Penalty: 3654.796875
	Iteration 50Q: 3 clusters Score -7072956 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -7073017.000000 Penalty: 3654.796875
	Iteration 51Q: 3 clusters Score -7073017 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -7073065.000000 Penalty: 3654.796875
	Iteration 52Q: 3 clusters Score -7073065 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 45740 members 
Entering Unmasked Estep 
Score: -7073107.500000 Penalty: 3654.796875
	Iteration 53Q: 3 clusters Score -7073108 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -7073149.000000 Penalty: 3654.796875
	Iteration 54Q: 3 clusters Score -7073149 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -7073153.000000 Penalty: 3654.796875
	Iteration 55Q: 3 clusters Score -7073153 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 46689 members 
Entering Unmasked Estep 
Score: -7073211.000000 Penalty: 3654.796875
	Iteration 56Q: 3 clusters Score -7073211 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 47066 members 
Entering Unmasked Estep 
Score: -7073311.000000 Penalty: 3654.796875
	Iteration 57Q: 3 clusters Score -7073311 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 47462 members 
Entering Unmasked Estep 
Score: -7073377.500000 Penalty: 3654.796875
	Iteration 58Q: 3 clusters Score -7073378 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 47920 members 
Entering Unmasked Estep 
Score: -7073450.500000 Penalty: 3654.796875
	Iteration 59Q: 3 clusters Score -7073450 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 48387 members 
Entering Unmasked Estep 
Score: -7073547.500000 Penalty: 3654.796875
	Iteration 60F: 3 clusters Score -7073548 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -7073605.500000 Penalty: 3654.796875
	Iteration 61Q: 3 clusters Score -7073606 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 49503 members 
Entering Unmasked Estep 
Score: -7073697.500000 Penalty: 3654.796875
	Iteration 62Q: 3 clusters Score -7073698 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 50130 members 
Entering Unmasked Estep 
Score: -7073804.000000 Penalty: 3654.796875
	Iteration 63Q: 3 clusters Score -7073804 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 50808 members 
Entering Unmasked Estep 
Score: -7073981.500000 Penalty: 3654.796875
	Iteration 64Q: 3 clusters Score -7073982 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 51550 members 
Entering Unmasked Estep 
Score: -7074100.500000 Penalty: 3654.796875
	Iteration 65Q: 3 clusters Score -7074100 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 52313 members 
Entering Unmasked Estep 
Score: -7074236.000000 Penalty: 3654.796875
	Iteration 66Q: 3 clusters Score -7074236 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 53194 members 
Entering Unmasked Estep 
Score: -7074466.000000 Penalty: 3654.796875
	Iteration 67Q: 3 clusters Score -7074466 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 54122 members 
Entering Unmasked Estep 
Score: -7074679.500000 Penalty: 3654.796875
	Iteration 68Q: 3 clusters Score -7074680 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 55096 members 
Entering Unmasked Estep 
Score: -7074952.000000 Penalty: 3654.796875
	Iteration 69Q: 3 clusters Score -7074952 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 56099 members 
Entering Unmasked Estep 
Score: -7075194.500000 Penalty: 3654.796875
	Iteration 70Q: 3 clusters Score -7075194 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 57186 members 
Entering Unmasked Estep 
Score: -7075472.500000 Penalty: 3654.796875
	Iteration 71Q: 3 clusters Score -7075472 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 58350 members 
Entering Unmasked Estep 
Score: -7075818.500000 Penalty: 3654.796875
	Iteration 72Q: 3 clusters Score -7075818 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 59557 members 
Entering Unmasked Estep 
Score: -7076246.000000 Penalty: 3654.796875
	Iteration 73Q: 3 clusters Score -7076246 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 60819 members 
Entering Unmasked Estep 
Score: -7076704.500000 Penalty: 3654.796875
	Iteration 74Q: 3 clusters Score -7076704 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 62113 members 
Entering Unmasked Estep 
Score: -7077194.500000 Penalty: 3654.796875
	Iteration 75Q: 3 clusters Score -7077194 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 63498 members 
Entering Unmasked Estep 
Score: -7077766.500000 Penalty: 3654.796875
	Iteration 76Q: 3 clusters Score -7077766 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 64878 members 
Entering Unmasked Estep 
Score: -7078398.500000 Penalty: 3654.796875
	Iteration 77Q: 3 clusters Score -7078398 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 66278 members 
Entering Unmasked Estep 
Score: -7079116.500000 Penalty: 3654.796875
	Iteration 78Q: 3 clusters Score -7079116 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 67642 members 
Entering Unmasked Estep 
Score: -7079859.500000 Penalty: 3654.796875
	Iteration 79Q: 3 clusters Score -7079860 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 68937 members 
Entering Unmasked Estep 
Score: -7080568.000000 Penalty: 3654.796875
	Iteration 80F: 3 clusters Score -7080568 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 70161 members 
Entering Unmasked Estep 
Score: -7081257.000000 Penalty: 3654.796875
	Iteration 81Q: 3 clusters Score -7081257 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 71287 members 
Entering Unmasked Estep 
Score: -7081977.000000 Penalty: 3654.796875
	Iteration 82Q: 3 clusters Score -7081977 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 72276 members 
Entering Unmasked Estep 
Score: -7082607.000000 Penalty: 3654.796875
	Iteration 83Q: 3 clusters Score -7082607 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 73121 members 
Entering Unmasked Estep 
Score: -7083191.000000 Penalty: 3654.796875
	Iteration 84Q: 3 clusters Score -7083191 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 73822 members 
Entering Unmasked Estep 
Score: -7083668.500000 Penalty: 3654.796875
	Iteration 85Q: 3 clusters Score -7083668 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 74360 members 
Entering Unmasked Estep 
Score: -7084091.000000 Penalty: 3654.796875
	Iteration 86Q: 3 clusters Score -7084091 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 74770 members 
Entering Unmasked Estep 
Score: -7084453.000000 Penalty: 3654.796875
	Iteration 87Q: 3 clusters Score -7084453 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 75065 members 
Entering Unmasked Estep 
Score: -7084680.000000 Penalty: 3654.796875
	Iteration 88Q: 3 clusters Score -7084680 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 75302 members 
Entering Unmasked Estep 
Score: -7084850.500000 Penalty: 3654.796875
	Iteration 89Q: 3 clusters Score -7084850 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 75444 members 
Entering Unmasked Estep 
Score: -7084935.500000 Penalty: 3654.796875
	Iteration 90Q: 3 clusters Score -7084936 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 75545 members 
Entering Unmasked Estep 
Score: -7084990.500000 Penalty: 3654.796875
	Iteration 91Q: 3 clusters Score -7084990 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 75621 members 
Entering Unmasked Estep 
Score: -7085033.000000 Penalty: 3654.796875
	Iteration 92Q: 3 clusters Score -7085033 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 75675 members 
Entering Unmasked Estep 
Score: -7085061.000000 Penalty: 3654.796875
	Iteration 93Q: 3 clusters Score -7085061 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 75726 members 
Entering Unmasked Estep 
Score: -7085091.000000 Penalty: 3654.796875
	Iteration 94Q: 3 clusters Score -7085091 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 75756 members 
Entering Unmasked Estep 
Score: -7085111.500000 Penalty: 3654.796875
	Iteration 95Q: 3 clusters Score -7085112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 75774 members 
Entering Unmasked Estep 
Score: -7085129.500000 Penalty: 3654.796875
	Iteration 96Q: 3 clusters Score -7085130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 75792 members 
Entering Unmasked Estep 
Score: -7085141.500000 Penalty: 3654.796875
	Iteration 97Q: 3 clusters Score -7085142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 75808 members 
Entering Unmasked Estep 
Score: -7085148.500000 Penalty: 3654.796875
	Iteration 98Q: 3 clusters Score -7085148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 75828 members 
Entering Unmasked Estep 
Score: -7085164.000000 Penalty: 3654.796875
	Iteration 99Q: 3 clusters Score -7085164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 75841 members 
Entering Unmasked Estep 
Score: -7085166.000000 Penalty: 3654.796875
	Iteration 100F: 3 clusters Score -7085166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 75850 members 
Entering Unmasked Estep 
Score: -7085164.000000 Penalty: 3654.796875
	Iteration 101Q: 3 clusters Score -7085164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 75855 members 
Entering Unmasked Estep 
Score: -7085166.500000 Penalty: 3654.796875
	Iteration 102Q: 3 clusters Score -7085166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 75862 members 
Entering Unmasked Estep 
Score: -7085171.500000 Penalty: 3654.796875
	Iteration 103Q: 3 clusters Score -7085172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 75866 members 
Entering Unmasked Estep 
Score: -7085173.000000 Penalty: 3654.796875
	Iteration 104Q: 3 clusters Score -7085173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 75868 members 
Entering Unmasked Estep 
Score: -7085174.500000 Penalty: 3654.796875
	Iteration 105Q: 3 clusters Score -7085174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 75869 members 
Entering Unmasked Estep 
Score: -7085177.500000 Penalty: 3654.796875
	Iteration 106Q: 3 clusters Score -7085178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 75869 members 
Entering Unmasked Estep 
Score: -7085177.500000 Penalty: 3654.796875
	Iteration 107F: 3 clusters Score -7085178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Entering Unmasked Estep 
Score: -361543.656250 Penalty: 1357.213379
	Iteration 0F: 2 clusters Score -361543.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -358113.000000 Penalty: 2714.426758
	Iteration 0F: 3 clusters Score -358113 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -359127.406250 Penalty: 2714.426758
	Iteration 1F: 3 clusters Score -359127.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -359418.000000 Penalty: 2714.426758
	Iteration 2F: 3 clusters Score -359418 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -359764.781250 Penalty: 2714.426758
	Iteration 3F: 3 clusters Score -359764.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -360225.968750 Penalty: 2714.426758
	Iteration 4F: 3 clusters Score -360226 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -360629.531250 Penalty: 2714.426758
	Iteration 5F: 3 clusters Score -360629.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -360881.750000 Penalty: 2714.426758
	Iteration 6F: 3 clusters Score -360881.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -361065.468750 Penalty: 2714.426758
	Iteration 7F: 3 clusters Score -361065.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -361171.750000 Penalty: 2714.426758
	Iteration 8Q: 3 clusters Score -361171.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -361270.125000 Penalty: 2714.426758
	Iteration 9Q: 3 clusters Score -361270.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -361347.468750 Penalty: 2714.426758
	Iteration 10Q: 3 clusters Score -361347.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -361417.343750 Penalty: 2714.426758
	Iteration 11Q: 3 clusters Score -361417.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -361471.812500 Penalty: 2714.426758
	Iteration 12Q: 3 clusters Score -361471.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -361514.687500 Penalty: 2714.426758
	Iteration 13Q: 3 clusters Score -361514.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -361593.312500 Penalty: 2714.426758
	Iteration 14Q: 3 clusters Score -361593.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -361668.000000 Penalty: 2714.426758
	Iteration 15Q: 3 clusters Score -361668 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -361716.000000 Penalty: 2714.426758
	Iteration 16Q: 3 clusters Score -361716 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -361749.968750 Penalty: 2714.426758
	Iteration 17Q: 3 clusters Score -361750 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -361768.343750 Penalty: 2714.426758
	Iteration 18Q: 3 clusters Score -361768.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -361773.531250 Penalty: 2714.426758
	Iteration 19Q: 3 clusters Score -361773.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -361775.718750 Penalty: 2714.426758
	Iteration 20F: 3 clusters Score -361775.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -361776.562500 Penalty: 2714.426758
	Iteration 21Q: 3 clusters Score -361776.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -361776.218750 Penalty: 2714.426758
	Iteration 22Q: 3 clusters Score -361776.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -361776.625000 Penalty: 2714.426758
	Iteration 23Q: 3 clusters Score -361776.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -361776.562500 Penalty: 2714.426758
	Iteration 24Q: 3 clusters Score -361776.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -361778.500000 Penalty: 2714.426758
	Iteration 25Q: 3 clusters Score -361778.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -361778.500000 Penalty: 2714.426758
	Iteration 26F: 3 clusters Score -361778.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 27459 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14473 members 
Mstep: Class 10 contains 72055 members 
Mstep: Class 11 contains 24958 members 
Mstep: Class 12 contains 5622 members 
Mstep: Class 13 contains 124860 members 
Mstep: Class 14 contains 115329 members 
Mstep: Class 15 contains 59358 members 
Mstep: Class 16 contains 18500 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40758 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7958 members 
Mstep: Class 23 contains 59472 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63791 members 
Mstep: Class 27 contains 1781 members 
Mstep: Class 28 contains 20628 members 
Mstep: Class 29 contains 76537 members 
Mstep: Class 30 contains 1591 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16877 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3840 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13116 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 2648 members 
Entering Unmasked Estep 
Score: -84464064.000000 Penalty: 94000.359375
Splitting cluster 30 changes total score from -84464664.000000 to -84464064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (1083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Entering Unmasked Estep 
Score: -90984.757812 Penalty: 1135.467163
	Iteration 0F: 2 clusters Score -90984.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -89478.929688 Penalty: 2270.934326
	Iteration 0F: 3 clusters Score -89478.93 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -89748.695312 Penalty: 2270.934326
	Iteration 1F: 3 clusters Score -89748.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -89846.328125 Penalty: 2270.934326
	Iteration 2F: 3 clusters Score -89846.33 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -89980.429688 Penalty: 2270.934326
	Iteration 3F: 3 clusters Score -89980.43 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -90168.187500 Penalty: 2270.934326
	Iteration 4F: 3 clusters Score -90168.19 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -90344.429688 Penalty: 2270.934326
	Iteration 5F: 3 clusters Score -90344.43 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -90528.515625 Penalty: 2270.934326
	Iteration 6F: 3 clusters Score -90528.52 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -90727.453125 Penalty: 2270.934326
	Iteration 7F: 3 clusters Score -90727.45 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -90975.617188 Penalty: 2270.934326
	Iteration 8Q: 3 clusters Score -90975.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -91177.312500 Penalty: 2270.934326
	Iteration 9Q: 3 clusters Score -91177.31 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -91319.531250 Penalty: 2270.934326
	Iteration 10Q: 3 clusters Score -91319.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -91385.554688 Penalty: 2270.934326
	Iteration 11Q: 3 clusters Score -91385.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -91413.820312 Penalty: 2270.934326
	Iteration 12Q: 3 clusters Score -91413.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -91435.289062 Penalty: 2270.934326
	Iteration 13Q: 3 clusters Score -91435.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -91443.968750 Penalty: 2270.934326
	Iteration 14Q: 3 clusters Score -91443.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -91449.523438 Penalty: 2270.934326
	Iteration 15Q: 3 clusters Score -91449.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -91453.625000 Penalty: 2270.934326
	Iteration 16Q: 3 clusters Score -91453.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -91453.625000 Penalty: 2270.934326
	Iteration 17F: 3 clusters Score -91453.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 27459 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14473 members 
Mstep: Class 10 contains 72055 members 
Mstep: Class 11 contains 24958 members 
Mstep: Class 12 contains 5622 members 
Mstep: Class 13 contains 124860 members 
Mstep: Class 14 contains 115329 members 
Mstep: Class 15 contains 59358 members 
Mstep: Class 16 contains 18500 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40758 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7958 members 
Mstep: Class 23 contains 59472 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63791 members 
Mstep: Class 27 contains 1781 members 
Mstep: Class 28 contains 20628 members 
Mstep: Class 29 contains 76537 members 
Mstep: Class 30 contains 4239 members 
Mstep: Class 31 contains 586 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 16877 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3840 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13116 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 497 members 
Entering Unmasked Estep 
Score: -84464032.000000 Penalty: 94000.359375
Splitting cluster 31 changes total score from -84464664.000000 to -84464032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (5434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Entering Unmasked Estep 
Score: -483873.187500 Penalty: 1397.569946
	Iteration 0F: 2 clusters Score -483873.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -479631.343750 Penalty: 2795.139893
	Iteration 0F: 3 clusters Score -479631.3 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -481138.812500 Penalty: 2795.139893
	Iteration 1F: 3 clusters Score -481138.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -481778.562500 Penalty: 2795.139893
	Iteration 2F: 3 clusters Score -481778.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -482245.906250 Penalty: 2795.139893
	Iteration 3F: 3 clusters Score -482245.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -482730.281250 Penalty: 2795.139893
	Iteration 4F: 3 clusters Score -482730.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -483207.875000 Penalty: 2795.139893
	Iteration 5F: 3 clusters Score -483207.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -483520.625000 Penalty: 2795.139893
	Iteration 6F: 3 clusters Score -483520.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -483689.781250 Penalty: 2795.139893
	Iteration 7Q: 3 clusters Score -483689.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -483781.843750 Penalty: 2795.139893
	Iteration 8Q: 3 clusters Score -483781.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -483835.125000 Penalty: 2795.139893
	Iteration 9Q: 3 clusters Score -483835.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -483868.156250 Penalty: 2795.139893
	Iteration 10Q: 3 clusters Score -483868.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -483909.906250 Penalty: 2795.139893
	Iteration 11Q: 3 clusters Score -483909.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -483959.843750 Penalty: 2795.139893
	Iteration 12Q: 3 clusters Score -483959.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -484047.062500 Penalty: 2795.139893
	Iteration 13Q: 3 clusters Score -484047.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -484268.718750 Penalty: 2795.139893
	Iteration 14Q: 3 clusters Score -484268.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -484588.281250 Penalty: 2795.139893
	Iteration 15Q: 3 clusters Score -484588.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -484734.343750 Penalty: 2795.139893
	Iteration 16Q: 3 clusters Score -484734.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -484790.687500 Penalty: 2795.139893
	Iteration 17Q: 3 clusters Score -484790.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -484807.843750 Penalty: 2795.139893
	Iteration 18Q: 3 clusters Score -484807.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -484809.062500 Penalty: 2795.139893
	Iteration 19Q: 3 clusters Score -484809.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -484810.500000 Penalty: 2795.139893
	Iteration 20F: 3 clusters Score -484810.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 27459 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14473 members 
Mstep: Class 10 contains 72055 members 
Mstep: Class 11 contains 24958 members 
Mstep: Class 12 contains 5622 members 
Mstep: Class 13 contains 124860 members 
Mstep: Class 14 contains 115329 members 
Mstep: Class 15 contains 59358 members 
Mstep: Class 16 contains 18500 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40758 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7958 members 
Mstep: Class 23 contains 59472 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63791 members 
Mstep: Class 27 contains 1781 members 
Mstep: Class 28 contains 20628 members 
Mstep: Class 29 contains 76537 members 
Mstep: Class 30 contains 4239 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1230 members 
Mstep: Class 33 contains 16877 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3840 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13116 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4204 members 
Entering Unmasked Estep 
Score: -84464728.000000 Penalty: 94000.359375
Splitting cluster 32 changes total score from -84464664.000000 to -84464728.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 33 (16877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Entering Unmasked Estep 
Score: -1415002.000000 Penalty: 1581.727417
	Iteration 0F: 2 clusters Score -1415002 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 8426 members 
Entering Unmasked Estep 
Score: -1403398.750000 Penalty: 3163.454834
	Iteration 0F: 3 clusters Score -1403399 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1407734.000000 Penalty: 3163.454834
	Iteration 1F: 3 clusters Score -1407734 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1408317.875000 Penalty: 3163.454834
	Iteration 2F: 3 clusters Score -1408318 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1409023.125000 Penalty: 3163.454834
	Iteration 3F: 3 clusters Score -1409023 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1409799.250000 Penalty: 3163.454834
	Iteration 4F: 3 clusters Score -1409799 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1410581.750000 Penalty: 3163.454834
	Iteration 5F: 3 clusters Score -1410582 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1411269.250000 Penalty: 3163.454834
	Iteration 6F: 3 clusters Score -1411269 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1411784.125000 Penalty: 3163.454834
	Iteration 7F: 3 clusters Score -1411784 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1412107.500000 Penalty: 3163.454834
	Iteration 8Q: 3 clusters Score -1412108 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1412325.625000 Penalty: 3163.454834
	Iteration 9Q: 3 clusters Score -1412326 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1412505.125000 Penalty: 3163.454834
	Iteration 10Q: 3 clusters Score -1412505 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1412657.000000 Penalty: 3163.454834
	Iteration 11Q: 3 clusters Score -1412657 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1412779.250000 Penalty: 3163.454834
	Iteration 12Q: 3 clusters Score -1412779 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1412890.625000 Penalty: 3163.454834
	Iteration 13Q: 3 clusters Score -1412891 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1412969.750000 Penalty: 3163.454834
	Iteration 14Q: 3 clusters Score -1412970 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1413058.250000 Penalty: 3163.454834
	Iteration 15Q: 3 clusters Score -1413058 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1413123.125000 Penalty: 3163.454834
	Iteration 16Q: 3 clusters Score -1413123 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1413179.625000 Penalty: 3163.454834
	Iteration 17Q: 3 clusters Score -1413180 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1413226.250000 Penalty: 3163.454834
	Iteration 18Q: 3 clusters Score -1413226 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1413271.375000 Penalty: 3163.454834
	Iteration 19Q: 3 clusters Score -1413271 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1413301.500000 Penalty: 3163.454834
	Iteration 20F: 3 clusters Score -1413302 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1413322.750000 Penalty: 3163.454834
	Iteration 21Q: 3 clusters Score -1413323 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1413340.500000 Penalty: 3163.454834
	Iteration 22Q: 3 clusters Score -1413340 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1413359.000000 Penalty: 3163.454834
	Iteration 23Q: 3 clusters Score -1413359 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1413373.625000 Penalty: 3163.454834
	Iteration 24Q: 3 clusters Score -1413374 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1413390.625000 Penalty: 3163.454834
	Iteration 25Q: 3 clusters Score -1413391 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1413427.250000 Penalty: 3163.454834
	Iteration 26Q: 3 clusters Score -1413427 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1413450.625000 Penalty: 3163.454834
	Iteration 27Q: 3 clusters Score -1413451 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1413492.125000 Penalty: 3163.454834
	Iteration 28Q: 3 clusters Score -1413492 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1413531.125000 Penalty: 3163.454834
	Iteration 29Q: 3 clusters Score -1413531 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1413576.250000 Penalty: 3163.454834
	Iteration 30Q: 3 clusters Score -1413576 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1413616.125000 Penalty: 3163.454834
	Iteration 31Q: 3 clusters Score -1413616 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1413654.875000 Penalty: 3163.454834
	Iteration 32Q: 3 clusters Score -1413655 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1413690.000000 Penalty: 3163.454834
	Iteration 33Q: 3 clusters Score -1413690 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1413722.625000 Penalty: 3163.454834
	Iteration 34Q: 3 clusters Score -1413723 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1413761.125000 Penalty: 3163.454834
	Iteration 35Q: 3 clusters Score -1413761 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1413783.000000 Penalty: 3163.454834
	Iteration 36Q: 3 clusters Score -1413783 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1413808.250000 Penalty: 3163.454834
	Iteration 37Q: 3 clusters Score -1413808 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1413841.000000 Penalty: 3163.454834
	Iteration 38Q: 3 clusters Score -1413841 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1413860.000000 Penalty: 3163.454834
	Iteration 39Q: 3 clusters Score -1413860 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1413877.500000 Penalty: 3163.454834
	Iteration 40F: 3 clusters Score -1413878 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1413890.125000 Penalty: 3163.454834
	Iteration 41Q: 3 clusters Score -1413890 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1413906.875000 Penalty: 3163.454834
	Iteration 42Q: 3 clusters Score -1413907 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1413922.375000 Penalty: 3163.454834
	Iteration 43Q: 3 clusters Score -1413922 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1413941.875000 Penalty: 3163.454834
	Iteration 44Q: 3 clusters Score -1413942 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1413951.000000 Penalty: 3163.454834
	Iteration 45Q: 3 clusters Score -1413951 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1413959.750000 Penalty: 3163.454834
	Iteration 46Q: 3 clusters Score -1413960 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1413977.000000 Penalty: 3163.454834
	Iteration 47Q: 3 clusters Score -1413977 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1413995.625000 Penalty: 3163.454834
	Iteration 48Q: 3 clusters Score -1413996 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1414002.750000 Penalty: 3163.454834
	Iteration 49Q: 3 clusters Score -1414003 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1414010.000000 Penalty: 3163.454834
	Iteration 50Q: 3 clusters Score -1414010 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1414019.375000 Penalty: 3163.454834
	Iteration 51Q: 3 clusters Score -1414019 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1414026.750000 Penalty: 3163.454834
	Iteration 52Q: 3 clusters Score -1414027 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1414037.000000 Penalty: 3163.454834
	Iteration 53Q: 3 clusters Score -1414037 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1414046.625000 Penalty: 3163.454834
	Iteration 54Q: 3 clusters Score -1414047 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1414053.500000 Penalty: 3163.454834
	Iteration 55Q: 3 clusters Score -1414054 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1414064.750000 Penalty: 3163.454834
	Iteration 56Q: 3 clusters Score -1414065 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1414085.250000 Penalty: 3163.454834
	Iteration 57Q: 3 clusters Score -1414085 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1414093.875000 Penalty: 3163.454834
	Iteration 58Q: 3 clusters Score -1414094 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1414097.250000 Penalty: 3163.454834
	Iteration 59Q: 3 clusters Score -1414097 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1414103.750000 Penalty: 3163.454834
	Iteration 60F: 3 clusters Score -1414104 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1414115.500000 Penalty: 3163.454834
	Iteration 61Q: 3 clusters Score -1414116 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1414125.000000 Penalty: 3163.454834
	Iteration 62Q: 3 clusters Score -1414125 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1414139.000000 Penalty: 3163.454834
	Iteration 63Q: 3 clusters Score -1414139 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1414156.625000 Penalty: 3163.454834
	Iteration 64Q: 3 clusters Score -1414157 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1414173.375000 Penalty: 3163.454834
	Iteration 65Q: 3 clusters Score -1414173 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1414179.875000 Penalty: 3163.454834
	Iteration 66Q: 3 clusters Score -1414180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1414184.250000 Penalty: 3163.454834
	Iteration 67Q: 3 clusters Score -1414184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1414185.250000 Penalty: 3163.454834
	Iteration 68Q: 3 clusters Score -1414185 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1414194.875000 Penalty: 3163.454834
	Iteration 69Q: 3 clusters Score -1414195 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1414200.125000 Penalty: 3163.454834
	Iteration 70Q: 3 clusters Score -1414200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1414209.125000 Penalty: 3163.454834
	Iteration 71Q: 3 clusters Score -1414209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1414210.500000 Penalty: 3163.454834
	Iteration 72Q: 3 clusters Score -1414210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1414215.625000 Penalty: 3163.454834
	Iteration 73Q: 3 clusters Score -1414216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1414218.750000 Penalty: 3163.454834
	Iteration 74Q: 3 clusters Score -1414219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1414217.250000 Penalty: 3163.454834
	Iteration 75Q: 3 clusters Score -1414217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1414218.000000 Penalty: 3163.454834
	Iteration 76Q: 3 clusters Score -1414218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1414219.875000 Penalty: 3163.454834
	Iteration 77Q: 3 clusters Score -1414220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1414218.000000 Penalty: 3163.454834
	Iteration 78Q: 3 clusters Score -1414218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1414223.500000 Penalty: 3163.454834
	Iteration 79Q: 3 clusters Score -1414224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1414225.125000 Penalty: 3163.454834
	Iteration 80F: 3 clusters Score -1414225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1414225.125000 Penalty: 3163.454834
	Iteration 81Q: 3 clusters Score -1414225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1414225.125000 Penalty: 3163.454834
	Iteration 82F: 3 clusters Score -1414225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Entering Unmasked Estep 
Score: -86450.710938 Penalty: 1130.283813
	Iteration 0F: 2 clusters Score -86450.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -84934.609375 Penalty: 2260.567627
	Iteration 0F: 3 clusters Score -84934.61 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -85206.765625 Penalty: 2260.567627
	Iteration 1F: 3 clusters Score -85206.77 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -85317.226562 Penalty: 2260.567627
	Iteration 2F: 3 clusters Score -85317.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -85366.593750 Penalty: 2260.567627
	Iteration 3Q: 3 clusters Score -85366.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -85402.132812 Penalty: 2260.567627
	Iteration 4Q: 3 clusters Score -85402.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -85427.906250 Penalty: 2260.567627
	Iteration 5Q: 3 clusters Score -85427.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -85443.890625 Penalty: 2260.567627
	Iteration 6Q: 3 clusters Score -85443.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -85457.726562 Penalty: 2260.567627
	Iteration 7Q: 3 clusters Score -85457.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -85466.437500 Penalty: 2260.567627
	Iteration 8Q: 3 clusters Score -85466.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -85478.882812 Penalty: 2260.567627
	Iteration 9Q: 3 clusters Score -85478.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -85491.734375 Penalty: 2260.567627
	Iteration 10Q: 3 clusters Score -85491.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -85496.343750 Penalty: 2260.567627
	Iteration 11Q: 3 clusters Score -85496.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -85501.617188 Penalty: 2260.567627
	Iteration 12Q: 3 clusters Score -85501.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -85508.445312 Penalty: 2260.567627
	Iteration 13Q: 3 clusters Score -85508.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -85518.398438 Penalty: 2260.567627
	Iteration 14Q: 3 clusters Score -85518.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -85530.093750 Penalty: 2260.567627
	Iteration 15Q: 3 clusters Score -85530.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -85542.062500 Penalty: 2260.567627
	Iteration 16Q: 3 clusters Score -85542.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -85554.218750 Penalty: 2260.567627
	Iteration 17Q: 3 clusters Score -85554.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -85564.148438 Penalty: 2260.567627
	Iteration 18Q: 3 clusters Score -85564.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -85573.679688 Penalty: 2260.567627
	Iteration 19Q: 3 clusters Score -85573.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -85583.867188 Penalty: 2260.567627
	Iteration 20F: 3 clusters Score -85583.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -85603.593750 Penalty: 2260.567627
	Iteration 21Q: 3 clusters Score -85603.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -85619.046875 Penalty: 2260.567627
	Iteration 22Q: 3 clusters Score -85619.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -85630.023438 Penalty: 2260.567627
	Iteration 23Q: 3 clusters Score -85630.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -85639.109375 Penalty: 2260.567627
	Iteration 24Q: 3 clusters Score -85639.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -85646.140625 Penalty: 2260.567627
	Iteration 25Q: 3 clusters Score -85646.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -85659.390625 Penalty: 2260.567627
	Iteration 26Q: 3 clusters Score -85659.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -85673.562500 Penalty: 2260.567627
	Iteration 27Q: 3 clusters Score -85673.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -85686.148438 Penalty: 2260.567627
	Iteration 28Q: 3 clusters Score -85686.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -85695.117188 Penalty: 2260.567627
	Iteration 29Q: 3 clusters Score -85695.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -85702.671875 Penalty: 2260.567627
	Iteration 30Q: 3 clusters Score -85702.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -85710.234375 Penalty: 2260.567627
	Iteration 31Q: 3 clusters Score -85710.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -85716.101562 Penalty: 2260.567627
	Iteration 32Q: 3 clusters Score -85716.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -85718.648438 Penalty: 2260.567627
	Iteration 33Q: 3 clusters Score -85718.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -85719.500000 Penalty: 2260.567627
	Iteration 34Q: 3 clusters Score -85719.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -85724.687500 Penalty: 2260.567627
	Iteration 35Q: 3 clusters Score -85724.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -85738.375000 Penalty: 2260.567627
	Iteration 36Q: 3 clusters Score -85738.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -85743.843750 Penalty: 2260.567627
	Iteration 37Q: 3 clusters Score -85743.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -85748.195312 Penalty: 2260.567627
	Iteration 38Q: 3 clusters Score -85748.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -85750.804688 Penalty: 2260.567627
	Iteration 39Q: 3 clusters Score -85750.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -85752.953125 Penalty: 2260.567627
	Iteration 40F: 3 clusters Score -85752.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -85758.085938 Penalty: 2260.567627
	Iteration 41Q: 3 clusters Score -85758.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -85765.984375 Penalty: 2260.567627
	Iteration 42Q: 3 clusters Score -85765.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -85767.812500 Penalty: 2260.567627
	Iteration 43Q: 3 clusters Score -85767.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -85768.500000 Penalty: 2260.567627
	Iteration 44Q: 3 clusters Score -85768.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -85768.500000 Penalty: 2260.567627
	Iteration 45F: 3 clusters Score -85768.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Entering Unmasked Estep 
Score: -69293.304688 Penalty: 1088.067261
	Iteration 0F: 2 clusters Score -69293.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -68001.875000 Penalty: 2176.134521
	Iteration 0F: 3 clusters Score -68001.88 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -68241.492188 Penalty: 2176.134521
	Iteration 1F: 3 clusters Score -68241.49 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -68325.460938 Penalty: 2176.134521
	Iteration 2F: 3 clusters Score -68325.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -68359.070312 Penalty: 2176.134521
	Iteration 3Q: 3 clusters Score -68359.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -68369.000000 Penalty: 2176.134521
	Iteration 4Q: 3 clusters Score -68369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -68377.976562 Penalty: 2176.134521
	Iteration 5Q: 3 clusters Score -68377.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -68387.476562 Penalty: 2176.134521
	Iteration 6Q: 3 clusters Score -68387.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -68391.429688 Penalty: 2176.134521
	Iteration 7Q: 3 clusters Score -68391.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -68394.929688 Penalty: 2176.134521
	Iteration 8Q: 3 clusters Score -68394.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -68395.695312 Penalty: 2176.134521
	Iteration 9Q: 3 clusters Score -68395.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -68395.695312 Penalty: 2176.134521
	Iteration 10F: 3 clusters Score -68395.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Entering Unmasked Estep 
Score: -155219.625000 Penalty: 1215.752808
	Iteration 0F: 2 clusters Score -155219.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -153248.515625 Penalty: 2431.505615
	Iteration 0F: 3 clusters Score -153248.5 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -153670.671875 Penalty: 2431.505615
	Iteration 1F: 3 clusters Score -153670.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -153802.437500 Penalty: 2431.505615
	Iteration 2F: 3 clusters Score -153802.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -153915.859375 Penalty: 2431.505615
	Iteration 3F: 3 clusters Score -153915.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -153985.046875 Penalty: 2431.505615
	Iteration 4Q: 3 clusters Score -153985 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -154018.796875 Penalty: 2431.505615
	Iteration 5Q: 3 clusters Score -154018.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -154045.343750 Penalty: 2431.505615
	Iteration 6Q: 3 clusters Score -154045.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -154072.765625 Penalty: 2431.505615
	Iteration 7Q: 3 clusters Score -154072.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -154099.406250 Penalty: 2431.505615
	Iteration 8Q: 3 clusters Score -154099.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -154125.453125 Penalty: 2431.505615
	Iteration 9Q: 3 clusters Score -154125.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -154150.984375 Penalty: 2431.505615
	Iteration 10Q: 3 clusters Score -154151 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -154169.484375 Penalty: 2431.505615
	Iteration 11Q: 3 clusters Score -154169.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -154191.296875 Penalty: 2431.505615
	Iteration 12Q: 3 clusters Score -154191.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -154206.031250 Penalty: 2431.505615
	Iteration 13Q: 3 clusters Score -154206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -154220.765625 Penalty: 2431.505615
	Iteration 14Q: 3 clusters Score -154220.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -154232.859375 Penalty: 2431.505615
	Iteration 15Q: 3 clusters Score -154232.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -154241.671875 Penalty: 2431.505615
	Iteration 16Q: 3 clusters Score -154241.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -154249.437500 Penalty: 2431.505615
	Iteration 17Q: 3 clusters Score -154249.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -154255.515625 Penalty: 2431.505615
	Iteration 18Q: 3 clusters Score -154255.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -154265.625000 Penalty: 2431.505615
	Iteration 19Q: 3 clusters Score -154265.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -154275.765625 Penalty: 2431.505615
	Iteration 20F: 3 clusters Score -154275.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -154280.484375 Penalty: 2431.505615
	Iteration 21Q: 3 clusters Score -154280.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -154286.156250 Penalty: 2431.505615
	Iteration 22Q: 3 clusters Score -154286.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -154289.000000 Penalty: 2431.505615
	Iteration 23Q: 3 clusters Score -154289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -154292.875000 Penalty: 2431.505615
	Iteration 24Q: 3 clusters Score -154292.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -154297.531250 Penalty: 2431.505615
	Iteration 25Q: 3 clusters Score -154297.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -154298.218750 Penalty: 2431.505615
	Iteration 26Q: 3 clusters Score -154298.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -154298.812500 Penalty: 2431.505615
	Iteration 27Q: 3 clusters Score -154298.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -154299.015625 Penalty: 2431.505615
	Iteration 28Q: 3 clusters Score -154299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -154299.015625 Penalty: 2431.505615
	Iteration 29F: 3 clusters Score -154299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Entering Unmasked Estep 
Score: -301826.968750 Penalty: 1341.149414
	Iteration 0F: 2 clusters Score -301827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -298645.750000 Penalty: 2682.298828
	Iteration 0F: 3 clusters Score -298645.8 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -299769.000000 Penalty: 2682.298828
	Iteration 1F: 3 clusters Score -299769 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -300042.562500 Penalty: 2682.298828
	Iteration 2F: 3 clusters Score -300042.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -300212.937500 Penalty: 2682.298828
	Iteration 3F: 3 clusters Score -300212.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -300330.968750 Penalty: 2682.298828
	Iteration 4Q: 3 clusters Score -300331 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -300406.781250 Penalty: 2682.298828
	Iteration 5Q: 3 clusters Score -300406.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -300453.593750 Penalty: 2682.298828
	Iteration 6Q: 3 clusters Score -300453.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -300490.656250 Penalty: 2682.298828
	Iteration 7Q: 3 clusters Score -300490.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -300519.968750 Penalty: 2682.298828
	Iteration 8Q: 3 clusters Score -300520 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -300548.593750 Penalty: 2682.298828
	Iteration 9Q: 3 clusters Score -300548.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -300569.593750 Penalty: 2682.298828
	Iteration 10Q: 3 clusters Score -300569.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -300585.312500 Penalty: 2682.298828
	Iteration 11Q: 3 clusters Score -300585.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -300600.875000 Penalty: 2682.298828
	Iteration 12Q: 3 clusters Score -300600.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -300613.781250 Penalty: 2682.298828
	Iteration 13Q: 3 clusters Score -300613.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -300633.843750 Penalty: 2682.298828
	Iteration 14Q: 3 clusters Score -300633.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -300656.906250 Penalty: 2682.298828
	Iteration 15Q: 3 clusters Score -300656.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -300681.312500 Penalty: 2682.298828
	Iteration 16Q: 3 clusters Score -300681.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -300700.218750 Penalty: 2682.298828
	Iteration 17Q: 3 clusters Score -300700.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -300721.156250 Penalty: 2682.298828
	Iteration 18Q: 3 clusters Score -300721.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -300746.187500 Penalty: 2682.298828
	Iteration 19Q: 3 clusters Score -300746.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -300772.437500 Penalty: 2682.298828
	Iteration 20F: 3 clusters Score -300772.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -300794.187500 Penalty: 2682.298828
	Iteration 21Q: 3 clusters Score -300794.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -300812.375000 Penalty: 2682.298828
	Iteration 22Q: 3 clusters Score -300812.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -300833.812500 Penalty: 2682.298828
	Iteration 23Q: 3 clusters Score -300833.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -300857.093750 Penalty: 2682.298828
	Iteration 24Q: 3 clusters Score -300857.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -300878.156250 Penalty: 2682.298828
	Iteration 25Q: 3 clusters Score -300878.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -300901.343750 Penalty: 2682.298828
	Iteration 26Q: 3 clusters Score -300901.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -300928.781250 Penalty: 2682.298828
	Iteration 27Q: 3 clusters Score -300928.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -300953.343750 Penalty: 2682.298828
	Iteration 28Q: 3 clusters Score -300953.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -300980.937500 Penalty: 2682.298828
	Iteration 29Q: 3 clusters Score -300980.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -301009.906250 Penalty: 2682.298828
	Iteration 30Q: 3 clusters Score -301009.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -301038.062500 Penalty: 2682.298828
	Iteration 31Q: 3 clusters Score -301038.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -301063.843750 Penalty: 2682.298828
	Iteration 32Q: 3 clusters Score -301063.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -301097.093750 Penalty: 2682.298828
	Iteration 33Q: 3 clusters Score -301097.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -301129.937500 Penalty: 2682.298828
	Iteration 34Q: 3 clusters Score -301129.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -301171.312500 Penalty: 2682.298828
	Iteration 35Q: 3 clusters Score -301171.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -301210.343750 Penalty: 2682.298828
	Iteration 36Q: 3 clusters Score -301210.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -301240.031250 Penalty: 2682.298828
	Iteration 37Q: 3 clusters Score -301240 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -301268.031250 Penalty: 2682.298828
	Iteration 38Q: 3 clusters Score -301268 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -301290.968750 Penalty: 2682.298828
	Iteration 39Q: 3 clusters Score -301291 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -301321.062500 Penalty: 2682.298828
	Iteration 40F: 3 clusters Score -301321.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -301351.218750 Penalty: 2682.298828
	Iteration 41Q: 3 clusters Score -301351.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -301377.687500 Penalty: 2682.298828
	Iteration 42Q: 3 clusters Score -301377.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -301395.031250 Penalty: 2682.298828
	Iteration 43Q: 3 clusters Score -301395 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -301417.750000 Penalty: 2682.298828
	Iteration 44Q: 3 clusters Score -301417.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -301437.593750 Penalty: 2682.298828
	Iteration 45Q: 3 clusters Score -301437.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -301450.000000 Penalty: 2682.298828
	Iteration 46Q: 3 clusters Score -301450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -301469.343750 Penalty: 2682.298828
	Iteration 47Q: 3 clusters Score -301469.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -301490.343750 Penalty: 2682.298828
	Iteration 48Q: 3 clusters Score -301490.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -301504.468750 Penalty: 2682.298828
	Iteration 49Q: 3 clusters Score -301504.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -301518.406250 Penalty: 2682.298828
	Iteration 50Q: 3 clusters Score -301518.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -301530.781250 Penalty: 2682.298828
	Iteration 51Q: 3 clusters Score -301530.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -301542.187500 Penalty: 2682.298828
	Iteration 52Q: 3 clusters Score -301542.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -301547.750000 Penalty: 2682.298828
	Iteration 53Q: 3 clusters Score -301547.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -301550.437500 Penalty: 2682.298828
	Iteration 54Q: 3 clusters Score -301550.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -301552.156250 Penalty: 2682.298828
	Iteration 55Q: 3 clusters Score -301552.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -301553.625000 Penalty: 2682.298828
	Iteration 56Q: 3 clusters Score -301553.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -301554.531250 Penalty: 2682.298828
	Iteration 57Q: 3 clusters Score -301554.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -301556.031250 Penalty: 2682.298828
	Iteration 58Q: 3 clusters Score -301556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -301557.343750 Penalty: 2682.298828
	Iteration 59Q: 3 clusters Score -301557.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -301557.156250 Penalty: 2682.298828
	Iteration 60F: 3 clusters Score -301557.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Entering Unmasked Estep 
Score: -71564.648438 Penalty: 1128.100464
	Iteration 0F: 2 clusters Score -71564.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -70156.593750 Penalty: 2256.200928
	Iteration 0F: 3 clusters Score -70156.59 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -70663.054688 Penalty: 2256.200928
	Iteration 1F: 3 clusters Score -70663.05 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -70957.445312 Penalty: 2256.200928
	Iteration 2F: 3 clusters Score -70957.45 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -71091.195312 Penalty: 2256.200928
	Iteration 3F: 3 clusters Score -71091.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -71185.492188 Penalty: 2256.200928
	Iteration 4Q: 3 clusters Score -71185.49 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -71290.351562 Penalty: 2256.200928
	Iteration 5Q: 3 clusters Score -71290.35 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -71383.500000 Penalty: 2256.200928
	Iteration 6Q: 3 clusters Score -71383.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -71473.054688 Penalty: 2256.200928
	Iteration 7Q: 3 clusters Score -71473.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -71527.593750 Penalty: 2256.200928
	Iteration 8Q: 3 clusters Score -71527.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -71577.906250 Penalty: 2256.200928
	Iteration 9Q: 3 clusters Score -71577.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -71611.546875 Penalty: 2256.200928
	Iteration 10Q: 3 clusters Score -71611.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -71625.929688 Penalty: 2256.200928
	Iteration 11Q: 3 clusters Score -71625.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -71632.023438 Penalty: 2256.200928
	Iteration 12Q: 3 clusters Score -71632.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -71633.437500 Penalty: 2256.200928
	Iteration 13Q: 3 clusters Score -71633.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -71633.890625 Penalty: 2256.200928
	Iteration 14Q: 3 clusters Score -71633.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -71635.617188 Penalty: 2256.200928
	Iteration 15F: 3 clusters Score -71635.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -71639.070312 Penalty: 2256.200928
	Iteration 16Q: 3 clusters Score -71639.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -71642.601562 Penalty: 2256.200928
	Iteration 17Q: 3 clusters Score -71642.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -71645.546875 Penalty: 2256.200928
	Iteration 18Q: 3 clusters Score -71645.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -71645.546875 Penalty: 2256.200928
	Iteration 19F: 3 clusters Score -71645.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 27459 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14473 members 
Mstep: Class 10 contains 72055 members 
Mstep: Class 11 contains 24958 members 
Mstep: Class 12 contains 5622 members 
Mstep: Class 13 contains 124860 members 
Mstep: Class 14 contains 115329 members 
Mstep: Class 15 contains 59358 members 
Mstep: Class 16 contains 18500 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40758 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7958 members 
Mstep: Class 23 contains 59472 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63791 members 
Mstep: Class 27 contains 1781 members 
Mstep: Class 28 contains 20628 members 
Mstep: Class 29 contains 76537 members 
Mstep: Class 30 contains 4239 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1230 members 
Mstep: Class 33 contains 16877 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3840 members 
Mstep: Class 38 contains 556 members 
Mstep: Class 39 contains 13116 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4204 members 
Mstep: Class 43 contains 479 members 
Entering Unmasked Estep 
Score: -84463680.000000 Penalty: 96238.460938
Splitting cluster 38 changes total score from -84464664.000000 to -84463680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (13116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Entering Unmasked Estep 
Score: -1218132.000000 Penalty: 1540.758057
	Iteration 0F: 2 clusters Score -1218132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1209010.250000 Penalty: 3081.516113
	Iteration 0F: 3 clusters Score -1209010 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1212092.625000 Penalty: 3081.516113
	Iteration 1F: 3 clusters Score -1212093 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1212459.000000 Penalty: 3081.516113
	Iteration 2F: 3 clusters Score -1212459 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1212845.000000 Penalty: 3081.516113
	Iteration 3F: 3 clusters Score -1212845 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1213260.000000 Penalty: 3081.516113
	Iteration 4F: 3 clusters Score -1213260 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1213654.000000 Penalty: 3081.516113
	Iteration 5F: 3 clusters Score -1213654 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1214030.875000 Penalty: 3081.516113
	Iteration 6F: 3 clusters Score -1214031 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1214410.750000 Penalty: 3081.516113
	Iteration 7Q: 3 clusters Score -1214411 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1214811.625000 Penalty: 3081.516113
	Iteration 8Q: 3 clusters Score -1214812 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1215173.625000 Penalty: 3081.516113
	Iteration 9Q: 3 clusters Score -1215174 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1215424.000000 Penalty: 3081.516113
	Iteration 10Q: 3 clusters Score -1215424 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1215605.250000 Penalty: 3081.516113
	Iteration 11Q: 3 clusters Score -1215605 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1215739.625000 Penalty: 3081.516113
	Iteration 12Q: 3 clusters Score -1215740 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1215841.000000 Penalty: 3081.516113
	Iteration 13Q: 3 clusters Score -1215841 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1215900.250000 Penalty: 3081.516113
	Iteration 14Q: 3 clusters Score -1215900 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1215932.000000 Penalty: 3081.516113
	Iteration 15Q: 3 clusters Score -1215932 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1215962.875000 Penalty: 3081.516113
	Iteration 16Q: 3 clusters Score -1215963 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1215986.125000 Penalty: 3081.516113
	Iteration 17Q: 3 clusters Score -1215986 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1216013.375000 Penalty: 3081.516113
	Iteration 18Q: 3 clusters Score -1216013 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1216045.000000 Penalty: 3081.516113
	Iteration 19Q: 3 clusters Score -1216045 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1216063.375000 Penalty: 3081.516113
	Iteration 20F: 3 clusters Score -1216063 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1216088.250000 Penalty: 3081.516113
	Iteration 21Q: 3 clusters Score -1216088 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1216103.625000 Penalty: 3081.516113
	Iteration 22Q: 3 clusters Score -1216104 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1216120.500000 Penalty: 3081.516113
	Iteration 23Q: 3 clusters Score -1216120 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1216138.000000 Penalty: 3081.516113
	Iteration 24Q: 3 clusters Score -1216138 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1216165.750000 Penalty: 3081.516113
	Iteration 25Q: 3 clusters Score -1216166 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1216195.250000 Penalty: 3081.516113
	Iteration 26Q: 3 clusters Score -1216195 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1216230.250000 Penalty: 3081.516113
	Iteration 27Q: 3 clusters Score -1216230 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1216258.750000 Penalty: 3081.516113
	Iteration 28Q: 3 clusters Score -1216259 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1216290.250000 Penalty: 3081.516113
	Iteration 29Q: 3 clusters Score -1216290 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1216313.500000 Penalty: 3081.516113
	Iteration 30Q: 3 clusters Score -1216314 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1216334.500000 Penalty: 3081.516113
	Iteration 31Q: 3 clusters Score -1216334 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1216357.750000 Penalty: 3081.516113
	Iteration 32Q: 3 clusters Score -1216358 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1216374.875000 Penalty: 3081.516113
	Iteration 33Q: 3 clusters Score -1216375 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1216395.125000 Penalty: 3081.516113
	Iteration 34Q: 3 clusters Score -1216395 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1216417.625000 Penalty: 3081.516113
	Iteration 35Q: 3 clusters Score -1216418 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1216444.875000 Penalty: 3081.516113
	Iteration 36Q: 3 clusters Score -1216445 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1216464.125000 Penalty: 3081.516113
	Iteration 37Q: 3 clusters Score -1216464 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1216484.875000 Penalty: 3081.516113
	Iteration 38Q: 3 clusters Score -1216485 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1216505.625000 Penalty: 3081.516113
	Iteration 39Q: 3 clusters Score -1216506 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1216521.250000 Penalty: 3081.516113
	Iteration 40F: 3 clusters Score -1216521 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1216531.625000 Penalty: 3081.516113
	Iteration 41Q: 3 clusters Score -1216532 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1216548.375000 Penalty: 3081.516113
	Iteration 42Q: 3 clusters Score -1216548 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1216558.125000 Penalty: 3081.516113
	Iteration 43Q: 3 clusters Score -1216558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1216565.875000 Penalty: 3081.516113
	Iteration 44Q: 3 clusters Score -1216566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1216571.625000 Penalty: 3081.516113
	Iteration 45Q: 3 clusters Score -1216572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1216575.375000 Penalty: 3081.516113
	Iteration 46Q: 3 clusters Score -1216575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1216575.875000 Penalty: 3081.516113
	Iteration 47Q: 3 clusters Score -1216576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1216579.000000 Penalty: 3081.516113
	Iteration 48Q: 3 clusters Score -1216579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1216586.000000 Penalty: 3081.516113
	Iteration 49Q: 3 clusters Score -1216586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1216587.250000 Penalty: 3081.516113
	Iteration 50Q: 3 clusters Score -1216587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1216589.375000 Penalty: 3081.516113
	Iteration 51Q: 3 clusters Score -1216589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1216592.625000 Penalty: 3081.516113
	Iteration 52Q: 3 clusters Score -1216593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1216594.625000 Penalty: 3081.516113
	Iteration 53Q: 3 clusters Score -1216595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1216598.000000 Penalty: 3081.516113
	Iteration 54Q: 3 clusters Score -1216598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1216600.500000 Penalty: 3081.516113
	Iteration 55Q: 3 clusters Score -1216600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1216605.875000 Penalty: 3081.516113
	Iteration 56Q: 3 clusters Score -1216606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1216611.750000 Penalty: 3081.516113
	Iteration 57Q: 3 clusters Score -1216612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1216614.750000 Penalty: 3081.516113
	Iteration 58Q: 3 clusters Score -1216615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1216621.625000 Penalty: 3081.516113
	Iteration 59Q: 3 clusters Score -1216622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1216628.500000 Penalty: 3081.516113
	Iteration 60F: 3 clusters Score -1216628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1216640.125000 Penalty: 3081.516113
	Iteration 61Q: 3 clusters Score -1216640 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1216643.000000 Penalty: 3081.516113
	Iteration 62Q: 3 clusters Score -1216643 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1216652.250000 Penalty: 3081.516113
	Iteration 63Q: 3 clusters Score -1216652 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1216667.750000 Penalty: 3081.516113
	Iteration 64Q: 3 clusters Score -1216668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1216677.125000 Penalty: 3081.516113
	Iteration 65Q: 3 clusters Score -1216677 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1216687.500000 Penalty: 3081.516113
	Iteration 66Q: 3 clusters Score -1216688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1216693.000000 Penalty: 3081.516113
	Iteration 67Q: 3 clusters Score -1216693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1216697.125000 Penalty: 3081.516113
	Iteration 68Q: 3 clusters Score -1216697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1216701.375000 Penalty: 3081.516113
	Iteration 69Q: 3 clusters Score -1216701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1216708.500000 Penalty: 3081.516113
	Iteration 70Q: 3 clusters Score -1216708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1216711.125000 Penalty: 3081.516113
	Iteration 71Q: 3 clusters Score -1216711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1216722.250000 Penalty: 3081.516113
	Iteration 72Q: 3 clusters Score -1216722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1216729.625000 Penalty: 3081.516113
	Iteration 73Q: 3 clusters Score -1216730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1216738.125000 Penalty: 3081.516113
	Iteration 74Q: 3 clusters Score -1216738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1216746.750000 Penalty: 3081.516113
	Iteration 75Q: 3 clusters Score -1216747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1216753.000000 Penalty: 3081.516113
	Iteration 76Q: 3 clusters Score -1216753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1216758.125000 Penalty: 3081.516113
	Iteration 77Q: 3 clusters Score -1216758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1216761.625000 Penalty: 3081.516113
	Iteration 78Q: 3 clusters Score -1216762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1216763.000000 Penalty: 3081.516113
	Iteration 79Q: 3 clusters Score -1216763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1216763.000000 Penalty: 3081.516113
	Iteration 80F: 3 clusters Score -1216763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1216765.000000 Penalty: 3081.516113
	Iteration 81Q: 3 clusters Score -1216765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1216765.125000 Penalty: 3081.516113
	Iteration 82Q: 3 clusters Score -1216765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1216766.000000 Penalty: 3081.516113
	Iteration 83Q: 3 clusters Score -1216766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1216764.875000 Penalty: 3081.516113
	Iteration 84Q: 3 clusters Score -1216765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1216765.750000 Penalty: 3081.516113
	Iteration 85Q: 3 clusters Score -1216766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1216766.125000 Penalty: 3081.516113
	Iteration 86Q: 3 clusters Score -1216766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1216768.125000 Penalty: 3081.516113
	Iteration 87Q: 3 clusters Score -1216768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1216769.000000 Penalty: 3081.516113
	Iteration 88Q: 3 clusters Score -1216769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1216769.750000 Penalty: 3081.516113
	Iteration 89Q: 3 clusters Score -1216770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1216770.750000 Penalty: 3081.516113
	Iteration 90Q: 3 clusters Score -1216771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1216769.000000 Penalty: 3081.516113
	Iteration 91Q: 3 clusters Score -1216769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1216770.125000 Penalty: 3081.516113
	Iteration 92Q: 3 clusters Score -1216770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1216771.375000 Penalty: 3081.516113
	Iteration 93Q: 3 clusters Score -1216771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1216771.875000 Penalty: 3081.516113
	Iteration 94Q: 3 clusters Score -1216772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1216773.500000 Penalty: 3081.516113
	Iteration 95Q: 3 clusters Score -1216774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1216773.125000 Penalty: 3081.516113
	Iteration 96Q: 3 clusters Score -1216773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1216773.750000 Penalty: 3081.516113
	Iteration 97Q: 3 clusters Score -1216774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1216774.125000 Penalty: 3081.516113
	Iteration 98Q: 3 clusters Score -1216774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1216776.000000 Penalty: 3081.516113
	Iteration 99Q: 3 clusters Score -1216776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1216776.375000 Penalty: 3081.516113
	Iteration 100F: 3 clusters Score -1216776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1216778.250000 Penalty: 3081.516113
	Iteration 101Q: 3 clusters Score -1216778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1216777.250000 Penalty: 3081.516113
	Iteration 102Q: 3 clusters Score -1216777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1216779.375000 Penalty: 3081.516113
	Iteration 103Q: 3 clusters Score -1216779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1216781.375000 Penalty: 3081.516113
	Iteration 104Q: 3 clusters Score -1216781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1216783.125000 Penalty: 3081.516113
	Iteration 105Q: 3 clusters Score -1216783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1216782.750000 Penalty: 3081.516113
	Iteration 106Q: 3 clusters Score -1216783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1216782.875000 Penalty: 3081.516113
	Iteration 107Q: 3 clusters Score -1216783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1216783.250000 Penalty: 3081.516113
	Iteration 108Q: 3 clusters Score -1216783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1216785.500000 Penalty: 3081.516113
	Iteration 109Q: 3 clusters Score -1216786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1216785.750000 Penalty: 3081.516113
	Iteration 110Q: 3 clusters Score -1216786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1216788.875000 Penalty: 3081.516113
	Iteration 111Q: 3 clusters Score -1216789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1216789.625000 Penalty: 3081.516113
	Iteration 112Q: 3 clusters Score -1216790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1216790.875000 Penalty: 3081.516113
	Iteration 113Q: 3 clusters Score -1216791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1216792.125000 Penalty: 3081.516113
	Iteration 114Q: 3 clusters Score -1216792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1216791.000000 Penalty: 3081.516113
	Iteration 115Q: 3 clusters Score -1216791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1216792.000000 Penalty: 3081.516113
	Iteration 116Q: 3 clusters Score -1216792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1216792.875000 Penalty: 3081.516113
	Iteration 117Q: 3 clusters Score -1216793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1216794.750000 Penalty: 3081.516113
	Iteration 118Q: 3 clusters Score -1216795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1216795.375000 Penalty: 3081.516113
	Iteration 119Q: 3 clusters Score -1216795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1216795.375000 Penalty: 3081.516113
	Iteration 120F: 3 clusters Score -1216795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Entering Unmasked Estep 
Score: -115813.203125 Penalty: 1167.008667
	Iteration 0F: 2 clusters Score -115813.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -114162.054688 Penalty: 2334.017334
	Iteration 0F: 3 clusters Score -114162.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -114467.546875 Penalty: 2334.017334
	Iteration 1F: 3 clusters Score -114467.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -114561.000000 Penalty: 2334.017334
	Iteration 2F: 3 clusters Score -114561 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -114615.093750 Penalty: 2334.017334
	Iteration 3Q: 3 clusters Score -114615.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -114653.867188 Penalty: 2334.017334
	Iteration 4Q: 3 clusters Score -114653.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -114694.562500 Penalty: 2334.017334
	Iteration 5Q: 3 clusters Score -114694.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -114731.187500 Penalty: 2334.017334
	Iteration 6Q: 3 clusters Score -114731.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -114763.000000 Penalty: 2334.017334
	Iteration 7Q: 3 clusters Score -114763 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -114808.484375 Penalty: 2334.017334
	Iteration 8Q: 3 clusters Score -114808.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -114840.804688 Penalty: 2334.017334
	Iteration 9Q: 3 clusters Score -114840.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -114862.804688 Penalty: 2334.017334
	Iteration 10Q: 3 clusters Score -114862.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -114874.164062 Penalty: 2334.017334
	Iteration 11Q: 3 clusters Score -114874.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -114881.976562 Penalty: 2334.017334
	Iteration 12Q: 3 clusters Score -114882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -114893.804688 Penalty: 2334.017334
	Iteration 13Q: 3 clusters Score -114893.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -114906.156250 Penalty: 2334.017334
	Iteration 14Q: 3 clusters Score -114906.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -114918.453125 Penalty: 2334.017334
	Iteration 15Q: 3 clusters Score -114918.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -114931.296875 Penalty: 2334.017334
	Iteration 16Q: 3 clusters Score -114931.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -114942.031250 Penalty: 2334.017334
	Iteration 17Q: 3 clusters Score -114942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -114956.203125 Penalty: 2334.017334
	Iteration 18Q: 3 clusters Score -114956.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -114968.945312 Penalty: 2334.017334
	Iteration 19Q: 3 clusters Score -114968.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -114977.109375 Penalty: 2334.017334
	Iteration 20F: 3 clusters Score -114977.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -114983.273438 Penalty: 2334.017334
	Iteration 21Q: 3 clusters Score -114983.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -114985.492188 Penalty: 2334.017334
	Iteration 22Q: 3 clusters Score -114985.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -114986.429688 Penalty: 2334.017334
	Iteration 23Q: 3 clusters Score -114986.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -114986.898438 Penalty: 2334.017334
	Iteration 24Q: 3 clusters Score -114986.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -114986.898438 Penalty: 2334.017334
	Iteration 25F: 3 clusters Score -114986.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Entering Unmasked Estep 
Score: -131078.609375 Penalty: 1189.262695
	Iteration 0F: 2 clusters Score -131078.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -129314.968750 Penalty: 2378.525391
	Iteration 0F: 3 clusters Score -129315 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -129688.289062 Penalty: 2378.525391
	Iteration 1F: 3 clusters Score -129688.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -129796.851562 Penalty: 2378.525391
	Iteration 2F: 3 clusters Score -129796.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -129861.820312 Penalty: 2378.525391
	Iteration 3F: 3 clusters Score -129861.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -129905.210938 Penalty: 2378.525391
	Iteration 4Q: 3 clusters Score -129905.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -129944.382812 Penalty: 2378.525391
	Iteration 5Q: 3 clusters Score -129944.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -129976.132812 Penalty: 2378.525391
	Iteration 6Q: 3 clusters Score -129976.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -130002.710938 Penalty: 2378.525391
	Iteration 7Q: 3 clusters Score -130002.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -130034.617188 Penalty: 2378.525391
	Iteration 8Q: 3 clusters Score -130034.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -130064.835938 Penalty: 2378.525391
	Iteration 9Q: 3 clusters Score -130064.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -130085.734375 Penalty: 2378.525391
	Iteration 10Q: 3 clusters Score -130085.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -130100.359375 Penalty: 2378.525391
	Iteration 11Q: 3 clusters Score -130100.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -130115.015625 Penalty: 2378.525391
	Iteration 12Q: 3 clusters Score -130115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -130128.515625 Penalty: 2378.525391
	Iteration 13Q: 3 clusters Score -130128.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -130143.773438 Penalty: 2378.525391
	Iteration 14Q: 3 clusters Score -130143.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -130152.304688 Penalty: 2378.525391
	Iteration 15Q: 3 clusters Score -130152.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -130162.484375 Penalty: 2378.525391
	Iteration 16Q: 3 clusters Score -130162.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -130173.453125 Penalty: 2378.525391
	Iteration 17Q: 3 clusters Score -130173.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -130184.703125 Penalty: 2378.525391
	Iteration 18Q: 3 clusters Score -130184.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -130194.109375 Penalty: 2378.525391
	Iteration 19Q: 3 clusters Score -130194.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -130204.773438 Penalty: 2378.525391
	Iteration 20F: 3 clusters Score -130204.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -130211.234375 Penalty: 2378.525391
	Iteration 21Q: 3 clusters Score -130211.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -130220.609375 Penalty: 2378.525391
	Iteration 22Q: 3 clusters Score -130220.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -130225.546875 Penalty: 2378.525391
	Iteration 23Q: 3 clusters Score -130225.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -130227.000000 Penalty: 2378.525391
	Iteration 24Q: 3 clusters Score -130227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -130228.343750 Penalty: 2378.525391
	Iteration 25Q: 3 clusters Score -130228.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -130230.132812 Penalty: 2378.525391
	Iteration 26Q: 3 clusters Score -130230.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -130230.554688 Penalty: 2378.525391
	Iteration 27Q: 3 clusters Score -130230.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -130230.554688 Penalty: 2378.525391
	Iteration 28F: 3 clusters Score -130230.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 27459 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 14473 members 
Mstep: Class 10 contains 72055 members 
Mstep: Class 11 contains 24958 members 
Mstep: Class 12 contains 5622 members 
Mstep: Class 13 contains 124860 members 
Mstep: Class 14 contains 115329 members 
Mstep: Class 15 contains 59358 members 
Mstep: Class 16 contains 18500 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40758 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7958 members 
Mstep: Class 23 contains 59472 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63791 members 
Mstep: Class 27 contains 1781 members 
Mstep: Class 28 contains 20628 members 
Mstep: Class 29 contains 76537 members 
Mstep: Class 30 contains 4239 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1230 members 
Mstep: Class 33 contains 16877 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3840 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13116 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465088.000000 Penalty: 94000.359375
Iteration 183F: 43 clusters Score -8.446509e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11139 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 27459 members 
Mstep: Class 8 contains 1971 members 
Mstep: Class 9 contains 14473 members 
Mstep: Class 10 contains 72055 members 
Mstep: Class 11 contains 24958 members 
Mstep: Class 12 contains 5622 members 
Mstep: Class 13 contains 124860 members 
Mstep: Class 14 contains 115329 members 
Mstep: Class 15 contains 59358 members 
Mstep: Class 16 contains 18500 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40758 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7958 members 
Mstep: Class 23 contains 59472 members 
Mstep: Class 24 contains 2084 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63791 members 
Mstep: Class 27 contains 1781 members 
Mstep: Class 28 contains 20628 members 
Mstep: Class 29 contains 76537 members 
Mstep: Class 30 contains 4239 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1311 members 
Mstep: Class 33 contains 16875 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3792 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13116 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465232.000000 Penalty: 94000.359375
Iteration 184Q: 43 clusters Score -8.446523e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63865 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11131 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 27459 members 
Mstep: Class 8 contains 1971 members 
Mstep: Class 9 contains 14473 members 
Mstep: Class 10 contains 72055 members 
Mstep: Class 11 contains 24955 members 
Mstep: Class 12 contains 5622 members 
Mstep: Class 13 contains 124860 members 
Mstep: Class 14 contains 115330 members 
Mstep: Class 15 contains 59358 members 
Mstep: Class 16 contains 18501 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40758 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7958 members 
Mstep: Class 23 contains 59473 members 
Mstep: Class 24 contains 2104 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63791 members 
Mstep: Class 27 contains 1783 members 
Mstep: Class 28 contains 20628 members 
Mstep: Class 29 contains 76536 members 
Mstep: Class 30 contains 4238 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1341 members 
Mstep: Class 33 contains 16859 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3778 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 13117 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465280.000000 Penalty: 94000.359375
Iteration 185Q: 43 clusters Score -8.446528e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63864 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11115 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 27459 members 
Mstep: Class 8 contains 1970 members 
Mstep: Class 9 contains 14473 members 
Mstep: Class 10 contains 72059 members 
Mstep: Class 11 contains 24953 members 
Mstep: Class 12 contains 5622 members 
Mstep: Class 13 contains 124860 members 
Mstep: Class 14 contains 115329 members 
Mstep: Class 15 contains 59358 members 
Mstep: Class 16 contains 18501 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40758 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7958 members 
Mstep: Class 23 contains 59475 members 
Mstep: Class 24 contains 2121 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63793 members 
Mstep: Class 27 contains 1786 members 
Mstep: Class 28 contains 20629 members 
Mstep: Class 29 contains 76536 members 
Mstep: Class 30 contains 4238 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1358 members 
Mstep: Class 33 contains 16844 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3773 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 13118 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465352.000000 Penalty: 94000.359375
Iteration 186Q: 43 clusters Score -8.446535e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63861 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11110 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 27459 members 
Mstep: Class 8 contains 1970 members 
Mstep: Class 9 contains 14473 members 
Mstep: Class 10 contains 72059 members 
Mstep: Class 11 contains 24952 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124860 members 
Mstep: Class 14 contains 115328 members 
Mstep: Class 15 contains 59357 members 
Mstep: Class 16 contains 18502 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40757 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7958 members 
Mstep: Class 23 contains 59475 members 
Mstep: Class 24 contains 2129 members 
Mstep: Class 25 contains 8721 members 
Mstep: Class 26 contains 63793 members 
Mstep: Class 27 contains 1787 members 
Mstep: Class 28 contains 20630 members 
Mstep: Class 29 contains 76537 members 
Mstep: Class 30 contains 4239 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1377 members 
Mstep: Class 33 contains 16838 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3766 members 
Mstep: Class 38 contains 1031 members 
Mstep: Class 39 contains 13118 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465504.000000 Penalty: 94000.359375
Iteration 187Q: 43 clusters Score -8.44655e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63861 members 
Mstep: Class 2 contains 4392 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11109 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 27459 members 
Mstep: Class 8 contains 1968 members 
Mstep: Class 9 contains 14474 members 
Mstep: Class 10 contains 72058 members 
Mstep: Class 11 contains 24951 members 
Mstep: Class 12 contains 5622 members 
Mstep: Class 13 contains 124860 members 
Mstep: Class 14 contains 115328 members 
Mstep: Class 15 contains 59355 members 
Mstep: Class 16 contains 18501 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40756 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7959 members 
Mstep: Class 23 contains 59474 members 
Mstep: Class 24 contains 2132 members 
Mstep: Class 25 contains 8721 members 
Mstep: Class 26 contains 63792 members 
Mstep: Class 27 contains 1789 members 
Mstep: Class 28 contains 20627 members 
Mstep: Class 29 contains 76540 members 
Mstep: Class 30 contains 4241 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1389 members 
Mstep: Class 33 contains 16833 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3763 members 
Mstep: Class 38 contains 1031 members 
Mstep: Class 39 contains 13117 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465432.000000 Penalty: 94000.359375
Iteration 188Q: 43 clusters Score -8.446543e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63859 members 
Mstep: Class 2 contains 4392 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11111 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 27459 members 
Mstep: Class 8 contains 1968 members 
Mstep: Class 9 contains 14475 members 
Mstep: Class 10 contains 72056 members 
Mstep: Class 11 contains 24952 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124862 members 
Mstep: Class 14 contains 115325 members 
Mstep: Class 15 contains 59353 members 
Mstep: Class 16 contains 18501 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40756 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7959 members 
Mstep: Class 23 contains 59474 members 
Mstep: Class 24 contains 2134 members 
Mstep: Class 25 contains 8721 members 
Mstep: Class 26 contains 63791 members 
Mstep: Class 27 contains 1792 members 
Mstep: Class 28 contains 20621 members 
Mstep: Class 29 contains 76543 members 
Mstep: Class 30 contains 4241 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1398 members 
Mstep: Class 33 contains 16829 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3757 members 
Mstep: Class 38 contains 1031 members 
Mstep: Class 39 contains 13117 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465408.000000 Penalty: 94000.359375
Iteration 189Q: 43 clusters Score -8.446541e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63859 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11111 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 27459 members 
Mstep: Class 8 contains 1967 members 
Mstep: Class 9 contains 14475 members 
Mstep: Class 10 contains 72055 members 
Mstep: Class 11 contains 24949 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124862 members 
Mstep: Class 14 contains 115325 members 
Mstep: Class 15 contains 59353 members 
Mstep: Class 16 contains 18501 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40756 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7958 members 
Mstep: Class 23 contains 59474 members 
Mstep: Class 24 contains 2142 members 
Mstep: Class 25 contains 8721 members 
Mstep: Class 26 contains 63790 members 
Mstep: Class 27 contains 1792 members 
Mstep: Class 28 contains 20621 members 
Mstep: Class 29 contains 76544 members 
Mstep: Class 30 contains 4243 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 16825 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3752 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 13117 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465384.000000 Penalty: 94000.359375
Iteration 190Q: 43 clusters Score -8.446538e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63862 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11107 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 27459 members 
Mstep: Class 8 contains 1966 members 
Mstep: Class 9 contains 14477 members 
Mstep: Class 10 contains 72054 members 
Mstep: Class 11 contains 24945 members 
Mstep: Class 12 contains 5624 members 
Mstep: Class 13 contains 124862 members 
Mstep: Class 14 contains 115325 members 
Mstep: Class 15 contains 59352 members 
Mstep: Class 16 contains 18501 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40756 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7958 members 
Mstep: Class 23 contains 59474 members 
Mstep: Class 24 contains 2153 members 
Mstep: Class 25 contains 8721 members 
Mstep: Class 26 contains 63790 members 
Mstep: Class 27 contains 1791 members 
Mstep: Class 28 contains 20620 members 
Mstep: Class 29 contains 76544 members 
Mstep: Class 30 contains 4245 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1406 members 
Mstep: Class 33 contains 16824 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3743 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 13118 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465456.000000 Penalty: 94000.359375
Iteration 191Q: 43 clusters Score -8.446546e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63863 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11107 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 27459 members 
Mstep: Class 8 contains 1963 members 
Mstep: Class 9 contains 14478 members 
Mstep: Class 10 contains 72053 members 
Mstep: Class 11 contains 24944 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124862 members 
Mstep: Class 14 contains 115324 members 
Mstep: Class 15 contains 59352 members 
Mstep: Class 16 contains 18501 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40756 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7958 members 
Mstep: Class 23 contains 59474 members 
Mstep: Class 24 contains 2164 members 
Mstep: Class 25 contains 8721 members 
Mstep: Class 26 contains 63790 members 
Mstep: Class 27 contains 1791 members 
Mstep: Class 28 contains 20619 members 
Mstep: Class 29 contains 76545 members 
Mstep: Class 30 contains 4245 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1408 members 
Mstep: Class 33 contains 16825 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3735 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 13118 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465400.000000 Penalty: 94000.359375
Iteration 192Q: 43 clusters Score -8.44654e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63863 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11105 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 27458 members 
Mstep: Class 8 contains 1964 members 
Mstep: Class 9 contains 14481 members 
Mstep: Class 10 contains 72052 members 
Mstep: Class 11 contains 24942 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124862 members 
Mstep: Class 14 contains 115323 members 
Mstep: Class 15 contains 59352 members 
Mstep: Class 16 contains 18501 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40756 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7958 members 
Mstep: Class 23 contains 59474 members 
Mstep: Class 24 contains 2172 members 
Mstep: Class 25 contains 8721 members 
Mstep: Class 26 contains 63790 members 
Mstep: Class 27 contains 1791 members 
Mstep: Class 28 contains 20620 members 
Mstep: Class 29 contains 76545 members 
Mstep: Class 30 contains 4245 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1406 members 
Mstep: Class 33 contains 16825 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3733 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 13118 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465424.000000 Penalty: 94000.359375
Iteration 193Q: 43 clusters Score -8.446542e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63863 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11104 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 27457 members 
Mstep: Class 8 contains 1964 members 
Mstep: Class 9 contains 14482 members 
Mstep: Class 10 contains 72051 members 
Mstep: Class 11 contains 24942 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124862 members 
Mstep: Class 14 contains 115323 members 
Mstep: Class 15 contains 59352 members 
Mstep: Class 16 contains 18501 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40756 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7959 members 
Mstep: Class 23 contains 59474 members 
Mstep: Class 24 contains 2179 members 
Mstep: Class 25 contains 8721 members 
Mstep: Class 26 contains 63790 members 
Mstep: Class 27 contains 1791 members 
Mstep: Class 28 contains 20620 members 
Mstep: Class 29 contains 76545 members 
Mstep: Class 30 contains 4245 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1408 members 
Mstep: Class 33 contains 16825 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3726 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 13118 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465448.000000 Penalty: 94000.359375
Iteration 194Q: 43 clusters Score -8.446545e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63862 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11104 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 27457 members 
Mstep: Class 8 contains 1962 members 
Mstep: Class 9 contains 14483 members 
Mstep: Class 10 contains 72052 members 
Mstep: Class 11 contains 24942 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124862 members 
Mstep: Class 14 contains 115323 members 
Mstep: Class 15 contains 59352 members 
Mstep: Class 16 contains 18501 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40756 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7959 members 
Mstep: Class 23 contains 59474 members 
Mstep: Class 24 contains 2183 members 
Mstep: Class 25 contains 8721 members 
Mstep: Class 26 contains 63790 members 
Mstep: Class 27 contains 1793 members 
Mstep: Class 28 contains 20621 members 
Mstep: Class 29 contains 76545 members 
Mstep: Class 30 contains 4245 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1410 members 
Mstep: Class 33 contains 16824 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3720 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 13118 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465400.000000 Penalty: 94000.359375
Iteration 195Q: 43 clusters Score -8.44654e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63864 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11103 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 27457 members 
Mstep: Class 8 contains 1960 members 
Mstep: Class 9 contains 14483 members 
Mstep: Class 10 contains 72052 members 
Mstep: Class 11 contains 24942 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124862 members 
Mstep: Class 14 contains 115322 members 
Mstep: Class 15 contains 59352 members 
Mstep: Class 16 contains 18501 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40756 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7960 members 
Mstep: Class 23 contains 59474 members 
Mstep: Class 24 contains 2188 members 
Mstep: Class 25 contains 8721 members 
Mstep: Class 26 contains 63790 members 
Mstep: Class 27 contains 1792 members 
Mstep: Class 28 contains 20621 members 
Mstep: Class 29 contains 76544 members 
Mstep: Class 30 contains 4245 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1415 members 
Mstep: Class 33 contains 16824 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3715 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 13118 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465432.000000 Penalty: 94000.359375
Iteration 196Q: 43 clusters Score -8.446543e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63865 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11102 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 27456 members 
Mstep: Class 8 contains 1960 members 
Mstep: Class 9 contains 14483 members 
Mstep: Class 10 contains 72051 members 
Mstep: Class 11 contains 24942 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124862 members 
Mstep: Class 14 contains 115321 members 
Mstep: Class 15 contains 59352 members 
Mstep: Class 16 contains 18501 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40756 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7962 members 
Mstep: Class 23 contains 59474 members 
Mstep: Class 24 contains 2195 members 
Mstep: Class 25 contains 8721 members 
Mstep: Class 26 contains 63790 members 
Mstep: Class 27 contains 1792 members 
Mstep: Class 28 contains 20621 members 
Mstep: Class 29 contains 76543 members 
Mstep: Class 30 contains 4245 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1417 members 
Mstep: Class 33 contains 16825 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 13118 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465408.000000 Penalty: 94000.359375
Iteration 197Q: 43 clusters Score -8.446541e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63863 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11101 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 27456 members 
Mstep: Class 8 contains 1959 members 
Mstep: Class 9 contains 14483 members 
Mstep: Class 10 contains 72050 members 
Mstep: Class 11 contains 24942 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124862 members 
Mstep: Class 14 contains 115321 members 
Mstep: Class 15 contains 59352 members 
Mstep: Class 16 contains 18501 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40756 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7962 members 
Mstep: Class 23 contains 59475 members 
Mstep: Class 24 contains 2199 members 
Mstep: Class 25 contains 8721 members 
Mstep: Class 26 contains 63790 members 
Mstep: Class 27 contains 1792 members 
Mstep: Class 28 contains 20621 members 
Mstep: Class 29 contains 76543 members 
Mstep: Class 30 contains 4245 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 16826 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3702 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 13118 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465448.000000 Penalty: 94000.359375
Iteration 198Q: 43 clusters Score -8.446545e+07 nChanged 10
Entering ConstructFrom: 
Score: -84465448.000000 Penalty: 94000.359375
Entering ConstructFrom: 
Trying to split cluster 1 (63863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63863 members 
Entering Unmasked Estep 
Score: -5867374.500000 Penalty: 1797.980469
	Iteration 0F: 2 clusters Score -5867374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -5824618.000000 Penalty: 3595.960938
	Iteration 0F: 3 clusters Score -5824618 nChanged 30182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -5841585.500000 Penalty: 3595.960938
	Iteration 1F: 3 clusters Score -5841586 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -5842168.500000 Penalty: 3595.960938
	Iteration 2Q: 3 clusters Score -5842168 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -5842613.500000 Penalty: 3595.960938
	Iteration 3Q: 3 clusters Score -5842614 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -5843156.000000 Penalty: 3595.960938
	Iteration 4Q: 3 clusters Score -5843156 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -5843844.000000 Penalty: 3595.960938
	Iteration 5Q: 3 clusters Score -5843844 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -5844699.000000 Penalty: 3595.960938
	Iteration 6Q: 3 clusters Score -5844699 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -5845913.500000 Penalty: 3595.960938
	Iteration 7Q: 3 clusters Score -5845914 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -5847820.000000 Penalty: 3595.960938
	Iteration 8F: 3 clusters Score -5847820 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -5850587.500000 Penalty: 3595.960938
	Iteration 9F: 3 clusters Score -5850588 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50139 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -5854060.500000 Penalty: 3595.960938
	Iteration 10F: 3 clusters Score -5854060 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54748 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -5857957.500000 Penalty: 3595.960938
	Iteration 11F: 3 clusters Score -5857958 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58720 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -5861492.000000 Penalty: 3595.960938
	Iteration 12F: 3 clusters Score -5861492 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61381 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -5863794.500000 Penalty: 3595.960938
	Iteration 13Q: 3 clusters Score -5863794 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62707 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -5864906.500000 Penalty: 3595.960938
	Iteration 14Q: 3 clusters Score -5864906 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63288 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5865407.500000 Penalty: 3595.960938
	Iteration 15Q: 3 clusters Score -5865408 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63495 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5865615.500000 Penalty: 3595.960938
	Iteration 16Q: 3 clusters Score -5865616 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63578 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5865706.000000 Penalty: 3595.960938
	Iteration 17Q: 3 clusters Score -5865706 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63614 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -5865761.500000 Penalty: 3595.960938
	Iteration 18Q: 3 clusters Score -5865762 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63634 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5865796.000000 Penalty: 3595.960938
	Iteration 19Q: 3 clusters Score -5865796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63651 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -5865812.000000 Penalty: 3595.960938
	Iteration 20F: 3 clusters Score -5865812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63658 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5865821.500000 Penalty: 3595.960938
	Iteration 21Q: 3 clusters Score -5865822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63665 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5865828.500000 Penalty: 3595.960938
	Iteration 22Q: 3 clusters Score -5865828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63666 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5865841.500000 Penalty: 3595.960938
	Iteration 23Q: 3 clusters Score -5865842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63668 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5865842.000000 Penalty: 3595.960938
	Iteration 24Q: 3 clusters Score -5865842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63669 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5865839.500000 Penalty: 3595.960938
	Iteration 25Q: 3 clusters Score -5865840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63670 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5865845.000000 Penalty: 3595.960938
	Iteration 26Q: 3 clusters Score -5865845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63670 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5865845.000000 Penalty: 3595.960938
	Iteration 27F: 3 clusters Score -5865845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Entering Unmasked Estep 
Score: -384647.000000 Penalty: 1362.901367
	Iteration 0F: 2 clusters Score -384647 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 2166 members 
Entering Unmasked Estep 
Score: -381103.937500 Penalty: 2725.802734
	Iteration 0F: 3 clusters Score -381103.9 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -382118.875000 Penalty: 2725.802734
	Iteration 1F: 3 clusters Score -382118.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -382319.281250 Penalty: 2725.802734
	Iteration 2F: 3 clusters Score -382319.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -382448.437500 Penalty: 2725.802734
	Iteration 3F: 3 clusters Score -382448.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -382585.187500 Penalty: 2725.802734
	Iteration 4Q: 3 clusters Score -382585.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -382727.343750 Penalty: 2725.802734
	Iteration 5Q: 3 clusters Score -382727.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -382878.312500 Penalty: 2725.802734
	Iteration 6Q: 3 clusters Score -382878.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -383022.000000 Penalty: 2725.802734
	Iteration 7Q: 3 clusters Score -383022 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -383147.406250 Penalty: 2725.802734
	Iteration 8Q: 3 clusters Score -383147.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -383232.125000 Penalty: 2725.802734
	Iteration 9Q: 3 clusters Score -383232.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -383300.281250 Penalty: 2725.802734
	Iteration 10Q: 3 clusters Score -383300.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -383353.156250 Penalty: 2725.802734
	Iteration 11Q: 3 clusters Score -383353.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -383399.500000 Penalty: 2725.802734
	Iteration 12Q: 3 clusters Score -383399.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -383430.781250 Penalty: 2725.802734
	Iteration 13Q: 3 clusters Score -383430.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -383461.750000 Penalty: 2725.802734
	Iteration 14Q: 3 clusters Score -383461.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -383483.937500 Penalty: 2725.802734
	Iteration 15Q: 3 clusters Score -383483.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -383501.531250 Penalty: 2725.802734
	Iteration 16Q: 3 clusters Score -383501.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -383510.531250 Penalty: 2725.802734
	Iteration 17Q: 3 clusters Score -383510.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -383515.843750 Penalty: 2725.802734
	Iteration 18Q: 3 clusters Score -383515.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -383522.187500 Penalty: 2725.802734
	Iteration 19Q: 3 clusters Score -383522.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -383529.531250 Penalty: 2725.802734
	Iteration 20F: 3 clusters Score -383529.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -383537.218750 Penalty: 2725.802734
	Iteration 21Q: 3 clusters Score -383537.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -383541.312500 Penalty: 2725.802734
	Iteration 22Q: 3 clusters Score -383541.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -383548.687500 Penalty: 2725.802734
	Iteration 23Q: 3 clusters Score -383548.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -383551.750000 Penalty: 2725.802734
	Iteration 24Q: 3 clusters Score -383551.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -383554.718750 Penalty: 2725.802734
	Iteration 25Q: 3 clusters Score -383554.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -383556.718750 Penalty: 2725.802734
	Iteration 26Q: 3 clusters Score -383556.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -383558.125000 Penalty: 2725.802734
	Iteration 27Q: 3 clusters Score -383558.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -383557.750000 Penalty: 2725.802734
	Iteration 28Q: 3 clusters Score -383557.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -383559.125000 Penalty: 2725.802734
	Iteration 29Q: 3 clusters Score -383559.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -383558.875000 Penalty: 2725.802734
	Iteration 30Q: 3 clusters Score -383558.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -383560.781250 Penalty: 2725.802734
	Iteration 31Q: 3 clusters Score -383560.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -383561.750000 Penalty: 2725.802734
	Iteration 32Q: 3 clusters Score -383561.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -383562.968750 Penalty: 2725.802734
	Iteration 33Q: 3 clusters Score -383563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -383562.718750 Penalty: 2725.802734
	Iteration 34Q: 3 clusters Score -383562.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -383562.718750 Penalty: 2725.802734
	Iteration 35F: 3 clusters Score -383562.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (51288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51288 members 
Entering Unmasked Estep 
Score: -4597564.500000 Penalty: 1762.346924
	Iteration 0F: 2 clusters Score -4597564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -4563128.000000 Penalty: 3524.693848
	Iteration 0F: 3 clusters Score -4563128 nChanged 24287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -4577153.000000 Penalty: 3524.693848
	Iteration 1F: 3 clusters Score -4577153 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -4578086.000000 Penalty: 3524.693848
	Iteration 2Q: 3 clusters Score -4578086 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -4579390.500000 Penalty: 3524.693848
	Iteration 3F: 3 clusters Score -4579390 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -4581059.000000 Penalty: 3524.693848
	Iteration 4F: 3 clusters Score -4581059 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -4582914.000000 Penalty: 3524.693848
	Iteration 5F: 3 clusters Score -4582914 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -4584462.500000 Penalty: 3524.693848
	Iteration 6F: 3 clusters Score -4584462 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -4585737.500000 Penalty: 3524.693848
	Iteration 7F: 3 clusters Score -4585738 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -4586984.500000 Penalty: 3524.693848
	Iteration 8Q: 3 clusters Score -4586984 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -4588119.500000 Penalty: 3524.693848
	Iteration 9Q: 3 clusters Score -4588120 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -4589437.500000 Penalty: 3524.693848
	Iteration 10Q: 3 clusters Score -4589438 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -4590997.000000 Penalty: 3524.693848
	Iteration 11Q: 3 clusters Score -4590997 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -4592435.500000 Penalty: 3524.693848
	Iteration 12Q: 3 clusters Score -4592436 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42575 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -4593551.000000 Penalty: 3524.693848
	Iteration 13Q: 3 clusters Score -4593551 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -4594342.000000 Penalty: 3524.693848
	Iteration 14Q: 3 clusters Score -4594342 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44654 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -4594983.000000 Penalty: 3524.693848
	Iteration 15Q: 3 clusters Score -4594983 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -4595446.000000 Penalty: 3524.693848
	Iteration 16Q: 3 clusters Score -4595446 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -4595862.000000 Penalty: 3524.693848
	Iteration 17Q: 3 clusters Score -4595862 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46837 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -4596257.000000 Penalty: 3524.693848
	Iteration 18Q: 3 clusters Score -4596257 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47371 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -4596602.500000 Penalty: 3524.693848
	Iteration 19Q: 3 clusters Score -4596602 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47768 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -4596856.500000 Penalty: 3524.693848
	Iteration 20F: 3 clusters Score -4596856 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48072 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -4596993.500000 Penalty: 3524.693848
	Iteration 21Q: 3 clusters Score -4596994 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48293 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -4597104.000000 Penalty: 3524.693848
	Iteration 22Q: 3 clusters Score -4597104 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48454 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -4597155.000000 Penalty: 3524.693848
	Iteration 23Q: 3 clusters Score -4597155 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48570 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -4597187.500000 Penalty: 3524.693848
	Iteration 24Q: 3 clusters Score -4597188 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -4597213.500000 Penalty: 3524.693848
	Iteration 25Q: 3 clusters Score -4597214 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48724 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -4597227.000000 Penalty: 3524.693848
	Iteration 26Q: 3 clusters Score -4597227 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48775 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -4597240.500000 Penalty: 3524.693848
	Iteration 27Q: 3 clusters Score -4597240 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -4597264.500000 Penalty: 3524.693848
	Iteration 28Q: 3 clusters Score -4597264 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48877 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -4597280.000000 Penalty: 3524.693848
	Iteration 29Q: 3 clusters Score -4597280 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -4597290.000000 Penalty: 3524.693848
	Iteration 30Q: 3 clusters Score -4597290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -4597298.500000 Penalty: 3524.693848
	Iteration 31Q: 3 clusters Score -4597298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -4597297.500000 Penalty: 3524.693848
	Iteration 32Q: 3 clusters Score -4597298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -4597298.000000 Penalty: 3524.693848
	Iteration 33Q: 3 clusters Score -4597298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -4597301.500000 Penalty: 3524.693848
	Iteration 34Q: 3 clusters Score -4597302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48983 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -4597307.500000 Penalty: 3524.693848
	Iteration 35Q: 3 clusters Score -4597308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48990 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -4597306.500000 Penalty: 3524.693848
	Iteration 36Q: 3 clusters Score -4597306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48997 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -4597305.000000 Penalty: 3524.693848
	Iteration 37Q: 3 clusters Score -4597305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49001 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -4597308.500000 Penalty: 3524.693848
	Iteration 38Q: 3 clusters Score -4597308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49005 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -4597309.500000 Penalty: 3524.693848
	Iteration 39Q: 3 clusters Score -4597310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49010 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -4597311.000000 Penalty: 3524.693848
	Iteration 40F: 3 clusters Score -4597311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49012 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -4597313.000000 Penalty: 3524.693848
	Iteration 41Q: 3 clusters Score -4597313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -4597314.500000 Penalty: 3524.693848
	Iteration 42Q: 3 clusters Score -4597314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -4597314.500000 Penalty: 3524.693848
	Iteration 43F: 3 clusters Score -4597314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Entering Unmasked Estep 
Score: -984374.625000 Penalty: 1513.682739
	Iteration 0F: 2 clusters Score -984374.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -976447.937500 Penalty: 3027.365479
	Iteration 0F: 3 clusters Score -976447.9 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -979312.000000 Penalty: 3027.365479
	Iteration 1F: 3 clusters Score -979312 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -979916.375000 Penalty: 3027.365479
	Iteration 2F: 3 clusters Score -979916.4 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -980673.500000 Penalty: 3027.365479
	Iteration 3F: 3 clusters Score -980673.5 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -981589.750000 Penalty: 3027.365479
	Iteration 4F: 3 clusters Score -981589.8 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -982460.000000 Penalty: 3027.365479
	Iteration 5F: 3 clusters Score -982460 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -983129.750000 Penalty: 3027.365479
	Iteration 6F: 3 clusters Score -983129.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -983498.812500 Penalty: 3027.365479
	Iteration 7Q: 3 clusters Score -983498.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -983717.000000 Penalty: 3027.365479
	Iteration 8Q: 3 clusters Score -983717 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -983837.625000 Penalty: 3027.365479
	Iteration 9Q: 3 clusters Score -983837.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -983904.250000 Penalty: 3027.365479
	Iteration 10Q: 3 clusters Score -983904.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -983936.687500 Penalty: 3027.365479
	Iteration 11Q: 3 clusters Score -983936.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -983953.937500 Penalty: 3027.365479
	Iteration 12Q: 3 clusters Score -983953.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -983965.562500 Penalty: 3027.365479
	Iteration 13Q: 3 clusters Score -983965.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -983974.000000 Penalty: 3027.365479
	Iteration 14Q: 3 clusters Score -983974 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -983985.937500 Penalty: 3027.365479
	Iteration 15Q: 3 clusters Score -983985.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -983990.375000 Penalty: 3027.365479
	Iteration 16Q: 3 clusters Score -983990.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -983997.812500 Penalty: 3027.365479
	Iteration 17Q: 3 clusters Score -983997.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -984000.062500 Penalty: 3027.365479
	Iteration 18Q: 3 clusters Score -984000.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -984002.937500 Penalty: 3027.365479
	Iteration 19Q: 3 clusters Score -984002.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -984008.187500 Penalty: 3027.365479
	Iteration 20F: 3 clusters Score -984008.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -984012.375000 Penalty: 3027.365479
	Iteration 21Q: 3 clusters Score -984012.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -984015.000000 Penalty: 3027.365479
	Iteration 22Q: 3 clusters Score -984015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -984019.312500 Penalty: 3027.365479
	Iteration 23Q: 3 clusters Score -984019.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -984019.500000 Penalty: 3027.365479
	Iteration 24Q: 3 clusters Score -984019.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -984022.000000 Penalty: 3027.365479
	Iteration 25Q: 3 clusters Score -984022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -984024.687500 Penalty: 3027.365479
	Iteration 26Q: 3 clusters Score -984024.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -984026.250000 Penalty: 3027.365479
	Iteration 27Q: 3 clusters Score -984026.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -984028.375000 Penalty: 3027.365479
	Iteration 28Q: 3 clusters Score -984028.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -984030.500000 Penalty: 3027.365479
	Iteration 29Q: 3 clusters Score -984030.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -984033.937500 Penalty: 3027.365479
	Iteration 30Q: 3 clusters Score -984033.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -984034.375000 Penalty: 3027.365479
	Iteration 31Q: 3 clusters Score -984034.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -984038.625000 Penalty: 3027.365479
	Iteration 32Q: 3 clusters Score -984038.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -984039.437500 Penalty: 3027.365479
	Iteration 33Q: 3 clusters Score -984039.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -984039.937500 Penalty: 3027.365479
	Iteration 34Q: 3 clusters Score -984039.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -984044.187500 Penalty: 3027.365479
	Iteration 35Q: 3 clusters Score -984044.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -984047.250000 Penalty: 3027.365479
	Iteration 36Q: 3 clusters Score -984047.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -984048.125000 Penalty: 3027.365479
	Iteration 37Q: 3 clusters Score -984048.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -984049.687500 Penalty: 3027.365479
	Iteration 38Q: 3 clusters Score -984049.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -984049.437500 Penalty: 3027.365479
	Iteration 39Q: 3 clusters Score -984049.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -984052.937500 Penalty: 3027.365479
	Iteration 40F: 3 clusters Score -984052.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -984055.000000 Penalty: 3027.365479
	Iteration 41Q: 3 clusters Score -984055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -984056.687500 Penalty: 3027.365479
	Iteration 42Q: 3 clusters Score -984056.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -984062.687500 Penalty: 3027.365479
	Iteration 43Q: 3 clusters Score -984062.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -984060.937500 Penalty: 3027.365479
	Iteration 44Q: 3 clusters Score -984060.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -984060.312500 Penalty: 3027.365479
	Iteration 45Q: 3 clusters Score -984060.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -984059.937500 Penalty: 3027.365479
	Iteration 46Q: 3 clusters Score -984059.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -984060.562500 Penalty: 3027.365479
	Iteration 47Q: 3 clusters Score -984060.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -984063.437500 Penalty: 3027.365479
	Iteration 48Q: 3 clusters Score -984063.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -984062.875000 Penalty: 3027.365479
	Iteration 49Q: 3 clusters Score -984062.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -984061.750000 Penalty: 3027.365479
	Iteration 50Q: 3 clusters Score -984061.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -984060.875000 Penalty: 3027.365479
	Iteration 51Q: 3 clusters Score -984060.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -984062.062500 Penalty: 3027.365479
	Iteration 52Q: 3 clusters Score -984062.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -984063.625000 Penalty: 3027.365479
	Iteration 53Q: 3 clusters Score -984063.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -984062.875000 Penalty: 3027.365479
	Iteration 54Q: 3 clusters Score -984062.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -984064.125000 Penalty: 3027.365479
	Iteration 55Q: 3 clusters Score -984064.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -984064.375000 Penalty: 3027.365479
	Iteration 56Q: 3 clusters Score -984064.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -984065.312500 Penalty: 3027.365479
	Iteration 57Q: 3 clusters Score -984065.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -984065.312500 Penalty: 3027.365479
	Iteration 58F: 3 clusters Score -984065.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Entering Unmasked Estep 
Score: -971740.687500 Penalty: 1503.926392
	Iteration 0F: 2 clusters Score -971740.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -964278.000000 Penalty: 3007.852783
	Iteration 0F: 3 clusters Score -964278 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -966708.562500 Penalty: 3007.852783
	Iteration 1F: 3 clusters Score -966708.6 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -967004.375000 Penalty: 3007.852783
	Iteration 2F: 3 clusters Score -967004.4 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -967263.187500 Penalty: 3007.852783
	Iteration 3F: 3 clusters Score -967263.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -967461.062500 Penalty: 3007.852783
	Iteration 4Q: 3 clusters Score -967461.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -967641.125000 Penalty: 3007.852783
	Iteration 5Q: 3 clusters Score -967641.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -967824.500000 Penalty: 3007.852783
	Iteration 6Q: 3 clusters Score -967824.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -968023.250000 Penalty: 3007.852783
	Iteration 7Q: 3 clusters Score -968023.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -968264.437500 Penalty: 3007.852783
	Iteration 8Q: 3 clusters Score -968264.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -968534.562500 Penalty: 3007.852783
	Iteration 9Q: 3 clusters Score -968534.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -968812.250000 Penalty: 3007.852783
	Iteration 10Q: 3 clusters Score -968812.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -969117.625000 Penalty: 3007.852783
	Iteration 11Q: 3 clusters Score -969117.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -969467.312500 Penalty: 3007.852783
	Iteration 12Q: 3 clusters Score -969467.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -969795.812500 Penalty: 3007.852783
	Iteration 13Q: 3 clusters Score -969795.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -970051.937500 Penalty: 3007.852783
	Iteration 14Q: 3 clusters Score -970051.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -970223.187500 Penalty: 3007.852783
	Iteration 15Q: 3 clusters Score -970223.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -970314.875000 Penalty: 3007.852783
	Iteration 16Q: 3 clusters Score -970314.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -970383.000000 Penalty: 3007.852783
	Iteration 17Q: 3 clusters Score -970383 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -970432.750000 Penalty: 3007.852783
	Iteration 18Q: 3 clusters Score -970432.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -970456.812500 Penalty: 3007.852783
	Iteration 19Q: 3 clusters Score -970456.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -970478.500000 Penalty: 3007.852783
	Iteration 20F: 3 clusters Score -970478.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -970496.312500 Penalty: 3007.852783
	Iteration 21Q: 3 clusters Score -970496.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -970511.687500 Penalty: 3007.852783
	Iteration 22Q: 3 clusters Score -970511.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -970521.812500 Penalty: 3007.852783
	Iteration 23Q: 3 clusters Score -970521.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -970526.687500 Penalty: 3007.852783
	Iteration 24Q: 3 clusters Score -970526.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -970530.000000 Penalty: 3007.852783
	Iteration 25Q: 3 clusters Score -970530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -970538.750000 Penalty: 3007.852783
	Iteration 26Q: 3 clusters Score -970538.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -970544.187500 Penalty: 3007.852783
	Iteration 27Q: 3 clusters Score -970544.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -970547.125000 Penalty: 3007.852783
	Iteration 28Q: 3 clusters Score -970547.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -970548.187500 Penalty: 3007.852783
	Iteration 29Q: 3 clusters Score -970548.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -970548.187500 Penalty: 3007.852783
	Iteration 30F: 3 clusters Score -970548.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Entering Unmasked Estep 
Score: -152564.890625 Penalty: 1238.523804
	Iteration 0F: 2 clusters Score -152564.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -150465.750000 Penalty: 2477.047607
	Iteration 0F: 3 clusters Score -150465.8 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -151191.796875 Penalty: 2477.047607
	Iteration 1F: 3 clusters Score -151191.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -151470.281250 Penalty: 2477.047607
	Iteration 2F: 3 clusters Score -151470.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -151625.375000 Penalty: 2477.047607
	Iteration 3F: 3 clusters Score -151625.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -151740.625000 Penalty: 2477.047607
	Iteration 4F: 3 clusters Score -151740.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -151832.437500 Penalty: 2477.047607
	Iteration 5Q: 3 clusters Score -151832.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -151896.296875 Penalty: 2477.047607
	Iteration 6Q: 3 clusters Score -151896.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -151936.921875 Penalty: 2477.047607
	Iteration 7Q: 3 clusters Score -151936.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -151974.421875 Penalty: 2477.047607
	Iteration 8Q: 3 clusters Score -151974.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -152005.296875 Penalty: 2477.047607
	Iteration 9Q: 3 clusters Score -152005.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -152030.781250 Penalty: 2477.047607
	Iteration 10Q: 3 clusters Score -152030.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -152047.593750 Penalty: 2477.047607
	Iteration 11Q: 3 clusters Score -152047.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -152060.546875 Penalty: 2477.047607
	Iteration 12Q: 3 clusters Score -152060.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -152069.062500 Penalty: 2477.047607
	Iteration 13Q: 3 clusters Score -152069.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -152081.765625 Penalty: 2477.047607
	Iteration 14Q: 3 clusters Score -152081.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -152094.968750 Penalty: 2477.047607
	Iteration 15Q: 3 clusters Score -152095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -152105.343750 Penalty: 2477.047607
	Iteration 16Q: 3 clusters Score -152105.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -152121.937500 Penalty: 2477.047607
	Iteration 17Q: 3 clusters Score -152121.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -152131.187500 Penalty: 2477.047607
	Iteration 18Q: 3 clusters Score -152131.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -152138.640625 Penalty: 2477.047607
	Iteration 19Q: 3 clusters Score -152138.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -152155.281250 Penalty: 2477.047607
	Iteration 20F: 3 clusters Score -152155.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -152171.453125 Penalty: 2477.047607
	Iteration 21Q: 3 clusters Score -152171.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -152194.156250 Penalty: 2477.047607
	Iteration 22Q: 3 clusters Score -152194.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -152216.203125 Penalty: 2477.047607
	Iteration 23Q: 3 clusters Score -152216.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -152238.703125 Penalty: 2477.047607
	Iteration 24Q: 3 clusters Score -152238.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -152253.406250 Penalty: 2477.047607
	Iteration 25Q: 3 clusters Score -152253.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -152268.500000 Penalty: 2477.047607
	Iteration 26Q: 3 clusters Score -152268.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -152284.062500 Penalty: 2477.047607
	Iteration 27Q: 3 clusters Score -152284.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -152290.640625 Penalty: 2477.047607
	Iteration 28Q: 3 clusters Score -152290.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -152295.609375 Penalty: 2477.047607
	Iteration 29Q: 3 clusters Score -152295.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -152298.500000 Penalty: 2477.047607
	Iteration 30Q: 3 clusters Score -152298.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -152299.171875 Penalty: 2477.047607
	Iteration 31Q: 3 clusters Score -152299.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -152300.218750 Penalty: 2477.047607
	Iteration 32Q: 3 clusters Score -152300.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -152300.218750 Penalty: 2477.047607
	Iteration 33F: 3 clusters Score -152300.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Entering Unmasked Estep 
Score: -2542700.250000 Penalty: 1660.805176
	Iteration 0F: 2 clusters Score -2542700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2524252.250000 Penalty: 3321.610352
	Iteration 0F: 3 clusters Score -2524252 nChanged 12580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2531022.000000 Penalty: 3321.610352
	Iteration 1F: 3 clusters Score -2531022 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2531275.000000 Penalty: 3321.610352
	Iteration 2Q: 3 clusters Score -2531275 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -2531508.750000 Penalty: 3321.610352
	Iteration 3Q: 3 clusters Score -2531509 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -2531774.250000 Penalty: 3321.610352
	Iteration 4Q: 3 clusters Score -2531774 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -2532080.000000 Penalty: 3321.610352
	Iteration 5Q: 3 clusters Score -2532080 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2532567.750000 Penalty: 3321.610352
	Iteration 6Q: 3 clusters Score -2532568 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2533354.750000 Penalty: 3321.610352
	Iteration 7F: 3 clusters Score -2533355 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -2534529.000000 Penalty: 3321.610352
	Iteration 8F: 3 clusters Score -2534529 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -2536082.500000 Penalty: 3321.610352
	Iteration 9F: 3 clusters Score -2536082 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -2537809.000000 Penalty: 3321.610352
	Iteration 10F: 3 clusters Score -2537809 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2539312.000000 Penalty: 3321.610352
	Iteration 11F: 3 clusters Score -2539312 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2540294.750000 Penalty: 3321.610352
	Iteration 12Q: 3 clusters Score -2540295 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2540768.500000 Penalty: 3321.610352
	Iteration 13Q: 3 clusters Score -2540768 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2540962.000000 Penalty: 3321.610352
	Iteration 14Q: 3 clusters Score -2540962 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2541090.750000 Penalty: 3321.610352
	Iteration 15Q: 3 clusters Score -2541091 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2541170.250000 Penalty: 3321.610352
	Iteration 16Q: 3 clusters Score -2541170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2541206.750000 Penalty: 3321.610352
	Iteration 17Q: 3 clusters Score -2541207 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2541223.500000 Penalty: 3321.610352
	Iteration 18Q: 3 clusters Score -2541224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2541240.750000 Penalty: 3321.610352
	Iteration 19Q: 3 clusters Score -2541241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2541259.000000 Penalty: 3321.610352
	Iteration 20F: 3 clusters Score -2541259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2541266.250000 Penalty: 3321.610352
	Iteration 21Q: 3 clusters Score -2541266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2541266.250000 Penalty: 3321.610352
	Iteration 22Q: 3 clusters Score -2541266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2541268.000000 Penalty: 3321.610352
	Iteration 23Q: 3 clusters Score -2541268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2541272.500000 Penalty: 3321.610352
	Iteration 24Q: 3 clusters Score -2541272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2541273.500000 Penalty: 3321.610352
	Iteration 25Q: 3 clusters Score -2541274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2541273.500000 Penalty: 3321.610352
	Iteration 26F: 3 clusters Score -2541274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Entering Unmasked Estep 
Score: -174303.796875 Penalty: 1231.697876
	Iteration 0F: 2 clusters Score -174303.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -172244.281250 Penalty: 2463.395752
	Iteration 0F: 3 clusters Score -172244.3 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -172612.625000 Penalty: 2463.395752
	Iteration 1F: 3 clusters Score -172612.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -172708.015625 Penalty: 2463.395752
	Iteration 2F: 3 clusters Score -172708 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -172754.671875 Penalty: 2463.395752
	Iteration 3Q: 3 clusters Score -172754.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -172789.187500 Penalty: 2463.395752
	Iteration 4Q: 3 clusters Score -172789.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -172827.468750 Penalty: 2463.395752
	Iteration 5Q: 3 clusters Score -172827.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -172850.390625 Penalty: 2463.395752
	Iteration 6Q: 3 clusters Score -172850.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -172874.593750 Penalty: 2463.395752
	Iteration 7Q: 3 clusters Score -172874.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -172889.234375 Penalty: 2463.395752
	Iteration 8Q: 3 clusters Score -172889.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -172898.453125 Penalty: 2463.395752
	Iteration 9Q: 3 clusters Score -172898.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -172912.546875 Penalty: 2463.395752
	Iteration 10Q: 3 clusters Score -172912.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -172923.203125 Penalty: 2463.395752
	Iteration 11Q: 3 clusters Score -172923.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -172931.062500 Penalty: 2463.395752
	Iteration 12Q: 3 clusters Score -172931.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -172937.453125 Penalty: 2463.395752
	Iteration 13Q: 3 clusters Score -172937.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -172944.171875 Penalty: 2463.395752
	Iteration 14Q: 3 clusters Score -172944.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -172949.828125 Penalty: 2463.395752
	Iteration 15Q: 3 clusters Score -172949.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -172956.671875 Penalty: 2463.395752
	Iteration 16Q: 3 clusters Score -172956.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -172962.359375 Penalty: 2463.395752
	Iteration 17Q: 3 clusters Score -172962.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -172965.296875 Penalty: 2463.395752
	Iteration 18Q: 3 clusters Score -172965.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -172969.921875 Penalty: 2463.395752
	Iteration 19Q: 3 clusters Score -172969.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -172971.937500 Penalty: 2463.395752
	Iteration 20F: 3 clusters Score -172971.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -172974.359375 Penalty: 2463.395752
	Iteration 21Q: 3 clusters Score -172974.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -172977.015625 Penalty: 2463.395752
	Iteration 22Q: 3 clusters Score -172977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -172978.500000 Penalty: 2463.395752
	Iteration 23Q: 3 clusters Score -172978.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -172979.312500 Penalty: 2463.395752
	Iteration 24Q: 3 clusters Score -172979.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -172980.906250 Penalty: 2463.395752
	Iteration 25Q: 3 clusters Score -172980.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -172983.703125 Penalty: 2463.395752
	Iteration 26Q: 3 clusters Score -172983.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -172987.765625 Penalty: 2463.395752
	Iteration 27Q: 3 clusters Score -172987.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -172992.296875 Penalty: 2463.395752
	Iteration 28Q: 3 clusters Score -172992.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -172996.046875 Penalty: 2463.395752
	Iteration 29Q: 3 clusters Score -172996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -172997.890625 Penalty: 2463.395752
	Iteration 30Q: 3 clusters Score -172997.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -172999.234375 Penalty: 2463.395752
	Iteration 31Q: 3 clusters Score -172999.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -173000.093750 Penalty: 2463.395752
	Iteration 32Q: 3 clusters Score -173000.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -173000.093750 Penalty: 2463.395752
	Iteration 33F: 3 clusters Score -173000.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Entering Unmasked Estep 
Score: -1294303.750000 Penalty: 1556.868652
	Iteration 0F: 2 clusters Score -1294304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1284264.125000 Penalty: 3113.737305
	Iteration 0F: 3 clusters Score -1284264 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1288045.625000 Penalty: 3113.737305
	Iteration 1F: 3 clusters Score -1288046 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1288622.000000 Penalty: 3113.737305
	Iteration 2F: 3 clusters Score -1288622 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1289241.500000 Penalty: 3113.737305
	Iteration 3F: 3 clusters Score -1289242 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1289822.500000 Penalty: 3113.737305
	Iteration 4F: 3 clusters Score -1289822 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1290470.875000 Penalty: 3113.737305
	Iteration 5F: 3 clusters Score -1290471 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1291074.375000 Penalty: 3113.737305
	Iteration 6F: 3 clusters Score -1291074 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1291584.875000 Penalty: 3113.737305
	Iteration 7F: 3 clusters Score -1291585 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1292001.250000 Penalty: 3113.737305
	Iteration 8Q: 3 clusters Score -1292001 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1292314.000000 Penalty: 3113.737305
	Iteration 9Q: 3 clusters Score -1292314 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1292523.750000 Penalty: 3113.737305
	Iteration 10Q: 3 clusters Score -1292524 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1292683.125000 Penalty: 3113.737305
	Iteration 11Q: 3 clusters Score -1292683 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1292839.125000 Penalty: 3113.737305
	Iteration 12Q: 3 clusters Score -1292839 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1292993.000000 Penalty: 3113.737305
	Iteration 13Q: 3 clusters Score -1292993 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1293105.375000 Penalty: 3113.737305
	Iteration 14Q: 3 clusters Score -1293105 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1293164.250000 Penalty: 3113.737305
	Iteration 15Q: 3 clusters Score -1293164 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1293211.875000 Penalty: 3113.737305
	Iteration 16Q: 3 clusters Score -1293212 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1293232.000000 Penalty: 3113.737305
	Iteration 17Q: 3 clusters Score -1293232 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1293265.500000 Penalty: 3113.737305
	Iteration 18Q: 3 clusters Score -1293266 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1293296.125000 Penalty: 3113.737305
	Iteration 19Q: 3 clusters Score -1293296 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1293328.875000 Penalty: 3113.737305
	Iteration 20F: 3 clusters Score -1293329 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1293349.000000 Penalty: 3113.737305
	Iteration 21Q: 3 clusters Score -1293349 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1293366.250000 Penalty: 3113.737305
	Iteration 22Q: 3 clusters Score -1293366 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1293377.500000 Penalty: 3113.737305
	Iteration 23Q: 3 clusters Score -1293378 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1293390.500000 Penalty: 3113.737305
	Iteration 24Q: 3 clusters Score -1293390 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1293404.750000 Penalty: 3113.737305
	Iteration 25Q: 3 clusters Score -1293405 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1293414.750000 Penalty: 3113.737305
	Iteration 26Q: 3 clusters Score -1293415 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1293429.375000 Penalty: 3113.737305
	Iteration 27Q: 3 clusters Score -1293429 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1293435.875000 Penalty: 3113.737305
	Iteration 28Q: 3 clusters Score -1293436 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1293444.750000 Penalty: 3113.737305
	Iteration 29Q: 3 clusters Score -1293445 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1293455.125000 Penalty: 3113.737305
	Iteration 30Q: 3 clusters Score -1293455 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1293467.375000 Penalty: 3113.737305
	Iteration 31Q: 3 clusters Score -1293467 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1293473.500000 Penalty: 3113.737305
	Iteration 32Q: 3 clusters Score -1293474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1293480.500000 Penalty: 3113.737305
	Iteration 33Q: 3 clusters Score -1293480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1293478.625000 Penalty: 3113.737305
	Iteration 34Q: 3 clusters Score -1293479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1293480.250000 Penalty: 3113.737305
	Iteration 35Q: 3 clusters Score -1293480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1293482.500000 Penalty: 3113.737305
	Iteration 36Q: 3 clusters Score -1293482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1293485.750000 Penalty: 3113.737305
	Iteration 37Q: 3 clusters Score -1293486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1293487.500000 Penalty: 3113.737305
	Iteration 38Q: 3 clusters Score -1293488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1293484.875000 Penalty: 3113.737305
	Iteration 39Q: 3 clusters Score -1293485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1293486.125000 Penalty: 3113.737305
	Iteration 40F: 3 clusters Score -1293486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1293485.625000 Penalty: 3113.737305
	Iteration 41Q: 3 clusters Score -1293486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1293486.000000 Penalty: 3113.737305
	Iteration 42Q: 3 clusters Score -1293486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1293486.625000 Penalty: 3113.737305
	Iteration 43Q: 3 clusters Score -1293487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1293490.375000 Penalty: 3113.737305
	Iteration 44Q: 3 clusters Score -1293490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1293493.000000 Penalty: 3113.737305
	Iteration 45Q: 3 clusters Score -1293493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1293491.500000 Penalty: 3113.737305
	Iteration 46Q: 3 clusters Score -1293492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1293492.250000 Penalty: 3113.737305
	Iteration 47Q: 3 clusters Score -1293492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1293494.250000 Penalty: 3113.737305
	Iteration 48Q: 3 clusters Score -1293494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1293496.000000 Penalty: 3113.737305
	Iteration 49Q: 3 clusters Score -1293496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1293499.750000 Penalty: 3113.737305
	Iteration 50Q: 3 clusters Score -1293500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1293499.125000 Penalty: 3113.737305
	Iteration 51Q: 3 clusters Score -1293499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1293501.625000 Penalty: 3113.737305
	Iteration 52Q: 3 clusters Score -1293502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1293507.500000 Penalty: 3113.737305
	Iteration 53Q: 3 clusters Score -1293508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1293509.625000 Penalty: 3113.737305
	Iteration 54Q: 3 clusters Score -1293510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1293513.125000 Penalty: 3113.737305
	Iteration 55Q: 3 clusters Score -1293513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1293516.375000 Penalty: 3113.737305
	Iteration 56Q: 3 clusters Score -1293516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1293515.250000 Penalty: 3113.737305
	Iteration 57Q: 3 clusters Score -1293515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1293515.500000 Penalty: 3113.737305
	Iteration 58Q: 3 clusters Score -1293516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1293514.875000 Penalty: 3113.737305
	Iteration 59Q: 3 clusters Score -1293515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1293516.250000 Penalty: 3113.737305
	Iteration 60F: 3 clusters Score -1293516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1293518.625000 Penalty: 3113.737305
	Iteration 61Q: 3 clusters Score -1293519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1293517.625000 Penalty: 3113.737305
	Iteration 62Q: 3 clusters Score -1293518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1293516.375000 Penalty: 3113.737305
	Iteration 63Q: 3 clusters Score -1293516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1293516.625000 Penalty: 3113.737305
	Iteration 64Q: 3 clusters Score -1293517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1293516.625000 Penalty: 3113.737305
	Iteration 65F: 3 clusters Score -1293517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (72048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72048 members 
Entering Unmasked Estep 
Score: -6603027.500000 Penalty: 1817.576782
	Iteration 0F: 2 clusters Score -6603028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -6554952.500000 Penalty: 3635.153564
	Iteration 0F: 3 clusters Score -6554952 nChanged 33977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -6574229.000000 Penalty: 3635.153564
	Iteration 1F: 3 clusters Score -6574229 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -6574776.000000 Penalty: 3635.153564
	Iteration 2Q: 3 clusters Score -6574776 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -6575360.500000 Penalty: 3635.153564
	Iteration 3Q: 3 clusters Score -6575360 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -6576012.000000 Penalty: 3635.153564
	Iteration 4Q: 3 clusters Score -6576012 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 38007 members 
Entering Unmasked Estep 
Score: -6576970.500000 Penalty: 3635.153564
	Iteration 5Q: 3 clusters Score -6576970 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 39331 members 
Entering Unmasked Estep 
Score: -6578166.500000 Penalty: 3635.153564
	Iteration 6Q: 3 clusters Score -6578166 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -6579605.000000 Penalty: 3635.153564
	Iteration 7Q: 3 clusters Score -6579605 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -6581158.000000 Penalty: 3635.153564
	Iteration 8F: 3 clusters Score -6581158 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 45568 members 
Entering Unmasked Estep 
Score: -6582656.500000 Penalty: 3635.153564
	Iteration 9F: 3 clusters Score -6582656 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -6584165.000000 Penalty: 3635.153564
	Iteration 10Q: 3 clusters Score -6584165 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 51242 members 
Entering Unmasked Estep 
Score: -6585879.500000 Penalty: 3635.153564
	Iteration 11Q: 3 clusters Score -6585880 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 54528 members 
Entering Unmasked Estep 
Score: -6587759.000000 Penalty: 3635.153564
	Iteration 12Q: 3 clusters Score -6587759 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 58124 members 
Entering Unmasked Estep 
Score: -6590072.000000 Penalty: 3635.153564
	Iteration 13F: 3 clusters Score -6590072 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 61897 members 
Entering Unmasked Estep 
Score: -6592825.500000 Penalty: 3635.153564
	Iteration 14F: 3 clusters Score -6592826 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 65430 members 
Entering Unmasked Estep 
Score: -6595755.500000 Penalty: 3635.153564
	Iteration 15Q: 3 clusters Score -6595756 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 68245 members 
Entering Unmasked Estep 
Score: -6598150.000000 Penalty: 3635.153564
	Iteration 16Q: 3 clusters Score -6598150 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 70098 members 
Entering Unmasked Estep 
Score: -6599805.000000 Penalty: 3635.153564
	Iteration 17Q: 3 clusters Score -6599805 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 71072 members 
Entering Unmasked Estep 
Score: -6600651.500000 Penalty: 3635.153564
	Iteration 18Q: 3 clusters Score -6600652 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 71503 members 
Entering Unmasked Estep 
Score: -6601090.500000 Penalty: 3635.153564
	Iteration 19Q: 3 clusters Score -6601090 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 71672 members 
Entering Unmasked Estep 
Score: -6601260.000000 Penalty: 3635.153564
	Iteration 20F: 3 clusters Score -6601260 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 71731 members 
Entering Unmasked Estep 
Score: -6601335.000000 Penalty: 3635.153564
	Iteration 21Q: 3 clusters Score -6601335 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 71755 members 
Entering Unmasked Estep 
Score: -6601369.500000 Penalty: 3635.153564
	Iteration 22Q: 3 clusters Score -6601370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 71773 members 
Entering Unmasked Estep 
Score: -6601395.000000 Penalty: 3635.153564
	Iteration 23Q: 3 clusters Score -6601395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 71785 members 
Entering Unmasked Estep 
Score: -6601406.500000 Penalty: 3635.153564
	Iteration 24Q: 3 clusters Score -6601406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 71790 members 
Entering Unmasked Estep 
Score: -6601427.000000 Penalty: 3635.153564
	Iteration 25Q: 3 clusters Score -6601427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 71797 members 
Entering Unmasked Estep 
Score: -6601436.500000 Penalty: 3635.153564
	Iteration 26Q: 3 clusters Score -6601436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 71807 members 
Entering Unmasked Estep 
Score: -6601447.000000 Penalty: 3635.153564
	Iteration 27Q: 3 clusters Score -6601447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 71811 members 
Entering Unmasked Estep 
Score: -6601453.500000 Penalty: 3635.153564
	Iteration 28Q: 3 clusters Score -6601454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 71813 members 
Entering Unmasked Estep 
Score: -6601460.500000 Penalty: 3635.153564
	Iteration 29Q: 3 clusters Score -6601460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 71819 members 
Entering Unmasked Estep 
Score: -6601469.000000 Penalty: 3635.153564
	Iteration 30Q: 3 clusters Score -6601469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 71823 members 
Entering Unmasked Estep 
Score: -6601472.500000 Penalty: 3635.153564
	Iteration 31Q: 3 clusters Score -6601472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 71825 members 
Entering Unmasked Estep 
Score: -6601482.000000 Penalty: 3635.153564
	Iteration 32Q: 3 clusters Score -6601482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 71826 members 
Entering Unmasked Estep 
Score: -6601480.000000 Penalty: 3635.153564
	Iteration 33Q: 3 clusters Score -6601480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 71826 members 
Entering Unmasked Estep 
Score: -6601480.000000 Penalty: 3635.153564
	Iteration 34F: 3 clusters Score -6601480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Entering Unmasked Estep 
Score: -2068228.375000 Penalty: 1645.200195
	Iteration 0F: 2 clusters Score -2068228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -2051370.875000 Penalty: 3290.400391
	Iteration 0F: 3 clusters Score -2051371 nChanged 11432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2058192.500000 Penalty: 3290.400391
	Iteration 1F: 3 clusters Score -2058192 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2059130.875000 Penalty: 3290.400391
	Iteration 2F: 3 clusters Score -2059131 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -2060119.375000 Penalty: 3290.400391
	Iteration 3F: 3 clusters Score -2060119 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2061109.250000 Penalty: 3290.400391
	Iteration 4F: 3 clusters Score -2061109 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -2062044.875000 Penalty: 3290.400391
	Iteration 5F: 3 clusters Score -2062045 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2062945.500000 Penalty: 3290.400391
	Iteration 6F: 3 clusters Score -2062946 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -2063837.000000 Penalty: 3290.400391
	Iteration 7Q: 3 clusters Score -2063837 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -2064513.000000 Penalty: 3290.400391
	Iteration 8Q: 3 clusters Score -2064513 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -2064974.375000 Penalty: 3290.400391
	Iteration 9Q: 3 clusters Score -2064974 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -2065311.375000 Penalty: 3290.400391
	Iteration 10Q: 3 clusters Score -2065311 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -2065632.250000 Penalty: 3290.400391
	Iteration 11Q: 3 clusters Score -2065632 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -2065953.250000 Penalty: 3290.400391
	Iteration 12Q: 3 clusters Score -2065953 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -2066291.000000 Penalty: 3290.400391
	Iteration 13Q: 3 clusters Score -2066291 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -2066602.875000 Penalty: 3290.400391
	Iteration 14Q: 3 clusters Score -2066603 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -2066853.250000 Penalty: 3290.400391
	Iteration 15Q: 3 clusters Score -2066853 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -2067030.375000 Penalty: 3290.400391
	Iteration 16Q: 3 clusters Score -2067030 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -2067157.625000 Penalty: 3290.400391
	Iteration 17Q: 3 clusters Score -2067158 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -2067263.375000 Penalty: 3290.400391
	Iteration 18Q: 3 clusters Score -2067263 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -2067336.250000 Penalty: 3290.400391
	Iteration 19Q: 3 clusters Score -2067336 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -2067389.375000 Penalty: 3290.400391
	Iteration 20F: 3 clusters Score -2067389 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -2067417.250000 Penalty: 3290.400391
	Iteration 21Q: 3 clusters Score -2067417 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -2067433.875000 Penalty: 3290.400391
	Iteration 22Q: 3 clusters Score -2067434 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -2067449.375000 Penalty: 3290.400391
	Iteration 23Q: 3 clusters Score -2067449 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -2067461.625000 Penalty: 3290.400391
	Iteration 24Q: 3 clusters Score -2067462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -2067466.500000 Penalty: 3290.400391
	Iteration 25Q: 3 clusters Score -2067466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -2067468.250000 Penalty: 3290.400391
	Iteration 26Q: 3 clusters Score -2067468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -2067468.500000 Penalty: 3290.400391
	Iteration 27Q: 3 clusters Score -2067468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -2067468.000000 Penalty: 3290.400391
	Iteration 28Q: 3 clusters Score -2067468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -2067466.250000 Penalty: 3290.400391
	Iteration 29Q: 3 clusters Score -2067466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -2067465.125000 Penalty: 3290.400391
	Iteration 30Q: 3 clusters Score -2067465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -2067465.125000 Penalty: 3290.400391
	Iteration 31F: 3 clusters Score -2067465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Entering Unmasked Estep 
Score: -516324.750000 Penalty: 1403.125854
	Iteration 0F: 2 clusters Score -516324.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -512001.093750 Penalty: 2806.251709
	Iteration 0F: 3 clusters Score -512001.1 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -513253.843750 Penalty: 2806.251709
	Iteration 1F: 3 clusters Score -513253.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -513438.312500 Penalty: 2806.251709
	Iteration 2F: 3 clusters Score -513438.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -513554.000000 Penalty: 2806.251709
	Iteration 3Q: 3 clusters Score -513554 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -513638.343750 Penalty: 2806.251709
	Iteration 4Q: 3 clusters Score -513638.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -513698.187500 Penalty: 2806.251709
	Iteration 5Q: 3 clusters Score -513698.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -513751.968750 Penalty: 2806.251709
	Iteration 6Q: 3 clusters Score -513752 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -513806.937500 Penalty: 2806.251709
	Iteration 7Q: 3 clusters Score -513806.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -513852.062500 Penalty: 2806.251709
	Iteration 8Q: 3 clusters Score -513852.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -513896.562500 Penalty: 2806.251709
	Iteration 9Q: 3 clusters Score -513896.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -513942.093750 Penalty: 2806.251709
	Iteration 10Q: 3 clusters Score -513942.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -513991.500000 Penalty: 2806.251709
	Iteration 11Q: 3 clusters Score -513991.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -514049.062500 Penalty: 2806.251709
	Iteration 12Q: 3 clusters Score -514049.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -514118.781250 Penalty: 2806.251709
	Iteration 13Q: 3 clusters Score -514118.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -514193.843750 Penalty: 2806.251709
	Iteration 14Q: 3 clusters Score -514193.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -514275.906250 Penalty: 2806.251709
	Iteration 15Q: 3 clusters Score -514275.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -514372.625000 Penalty: 2806.251709
	Iteration 16Q: 3 clusters Score -514372.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -514463.562500 Penalty: 2806.251709
	Iteration 17Q: 3 clusters Score -514463.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -514548.875000 Penalty: 2806.251709
	Iteration 18Q: 3 clusters Score -514548.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -514601.156250 Penalty: 2806.251709
	Iteration 19Q: 3 clusters Score -514601.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -514630.031250 Penalty: 2806.251709
	Iteration 20F: 3 clusters Score -514630 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -514653.156250 Penalty: 2806.251709
	Iteration 21Q: 3 clusters Score -514653.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -514677.156250 Penalty: 2806.251709
	Iteration 22Q: 3 clusters Score -514677.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -514696.781250 Penalty: 2806.251709
	Iteration 23Q: 3 clusters Score -514696.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -514708.500000 Penalty: 2806.251709
	Iteration 24Q: 3 clusters Score -514708.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -514716.812500 Penalty: 2806.251709
	Iteration 25Q: 3 clusters Score -514716.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -514725.312500 Penalty: 2806.251709
	Iteration 26Q: 3 clusters Score -514725.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -514731.375000 Penalty: 2806.251709
	Iteration 27Q: 3 clusters Score -514731.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -514736.468750 Penalty: 2806.251709
	Iteration 28Q: 3 clusters Score -514736.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -514739.843750 Penalty: 2806.251709
	Iteration 29Q: 3 clusters Score -514739.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -514741.312500 Penalty: 2806.251709
	Iteration 30Q: 3 clusters Score -514741.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -514742.937500 Penalty: 2806.251709
	Iteration 31Q: 3 clusters Score -514742.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -514745.406250 Penalty: 2806.251709
	Iteration 32Q: 3 clusters Score -514745.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -514753.500000 Penalty: 2806.251709
	Iteration 33Q: 3 clusters Score -514753.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -514761.031250 Penalty: 2806.251709
	Iteration 34Q: 3 clusters Score -514761 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -514770.812500 Penalty: 2806.251709
	Iteration 35Q: 3 clusters Score -514770.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -514777.718750 Penalty: 2806.251709
	Iteration 36Q: 3 clusters Score -514777.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -514786.968750 Penalty: 2806.251709
	Iteration 37Q: 3 clusters Score -514787 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -514796.843750 Penalty: 2806.251709
	Iteration 38Q: 3 clusters Score -514796.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -514810.875000 Penalty: 2806.251709
	Iteration 39Q: 3 clusters Score -514810.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -514823.437500 Penalty: 2806.251709
	Iteration 40F: 3 clusters Score -514823.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -514834.812500 Penalty: 2806.251709
	Iteration 41Q: 3 clusters Score -514834.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -514848.593750 Penalty: 2806.251709
	Iteration 42Q: 3 clusters Score -514848.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -514863.281250 Penalty: 2806.251709
	Iteration 43Q: 3 clusters Score -514863.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -514878.843750 Penalty: 2806.251709
	Iteration 44Q: 3 clusters Score -514878.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -514895.062500 Penalty: 2806.251709
	Iteration 45Q: 3 clusters Score -514895.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -514907.281250 Penalty: 2806.251709
	Iteration 46Q: 3 clusters Score -514907.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -514920.968750 Penalty: 2806.251709
	Iteration 47Q: 3 clusters Score -514921 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -514938.656250 Penalty: 2806.251709
	Iteration 48Q: 3 clusters Score -514938.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -514965.937500 Penalty: 2806.251709
	Iteration 49Q: 3 clusters Score -514965.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -515003.781250 Penalty: 2806.251709
	Iteration 50Q: 3 clusters Score -515003.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -515039.656250 Penalty: 2806.251709
	Iteration 51Q: 3 clusters Score -515039.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -515071.031250 Penalty: 2806.251709
	Iteration 52Q: 3 clusters Score -515071 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -515105.781250 Penalty: 2806.251709
	Iteration 53Q: 3 clusters Score -515105.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -515142.312500 Penalty: 2806.251709
	Iteration 54Q: 3 clusters Score -515142.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -515177.437500 Penalty: 2806.251709
	Iteration 55Q: 3 clusters Score -515177.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -515210.000000 Penalty: 2806.251709
	Iteration 56Q: 3 clusters Score -515210 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -515238.750000 Penalty: 2806.251709
	Iteration 57Q: 3 clusters Score -515238.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -515265.343750 Penalty: 2806.251709
	Iteration 58Q: 3 clusters Score -515265.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -515282.656250 Penalty: 2806.251709
	Iteration 59Q: 3 clusters Score -515282.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -515291.031250 Penalty: 2806.251709
	Iteration 60F: 3 clusters Score -515291 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -515301.031250 Penalty: 2806.251709
	Iteration 61Q: 3 clusters Score -515301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -515310.562500 Penalty: 2806.251709
	Iteration 62Q: 3 clusters Score -515310.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -515324.218750 Penalty: 2806.251709
	Iteration 63Q: 3 clusters Score -515324.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -515333.281250 Penalty: 2806.251709
	Iteration 64Q: 3 clusters Score -515333.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -515340.875000 Penalty: 2806.251709
	Iteration 65Q: 3 clusters Score -515340.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -515346.031250 Penalty: 2806.251709
	Iteration 66Q: 3 clusters Score -515346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -515352.062500 Penalty: 2806.251709
	Iteration 67Q: 3 clusters Score -515352.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -515352.281250 Penalty: 2806.251709
	Iteration 68Q: 3 clusters Score -515352.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -515353.562500 Penalty: 2806.251709
	Iteration 69Q: 3 clusters Score -515353.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -515353.781250 Penalty: 2806.251709
	Iteration 70Q: 3 clusters Score -515353.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -515354.593750 Penalty: 2806.251709
	Iteration 71Q: 3 clusters Score -515354.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -515354.906250 Penalty: 2806.251709
	Iteration 72Q: 3 clusters Score -515354.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -515355.250000 Penalty: 2806.251709
	Iteration 73Q: 3 clusters Score -515355.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -515354.843750 Penalty: 2806.251709
	Iteration 74Q: 3 clusters Score -515354.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -515355.718750 Penalty: 2806.251709
	Iteration 75Q: 3 clusters Score -515355.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -515356.156250 Penalty: 2806.251709
	Iteration 76Q: 3 clusters Score -515356.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -515358.750000 Penalty: 2806.251709
	Iteration 77Q: 3 clusters Score -515358.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -515362.000000 Penalty: 2806.251709
	Iteration 78Q: 3 clusters Score -515362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -515362.531250 Penalty: 2806.251709
	Iteration 79Q: 3 clusters Score -515362.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -515362.531250 Penalty: 2806.251709
	Iteration 80F: 3 clusters Score -515362.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (124862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124862 members 
Entering Unmasked Estep 
Score: -11836841.000000 Penalty: 1906.931763
	Iteration 0F: 2 clusters Score -1.183684e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62535 members 
Mstep: Class 2 contains 62327 members 
Entering Unmasked Estep 
Score: -11753335.000000 Penalty: 3813.863525
	Iteration 0F: 3 clusters Score -1.175334e+07 nChanged 60125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62958 members 
Mstep: Class 2 contains 61904 members 
Entering Unmasked Estep 
Score: -11789052.000000 Penalty: 3813.863525
	Iteration 1F: 3 clusters Score -1.178905e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63626 members 
Mstep: Class 2 contains 61236 members 
Entering Unmasked Estep 
Score: -11790165.000000 Penalty: 3813.863525
	Iteration 2Q: 3 clusters Score -1.179016e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64819 members 
Mstep: Class 2 contains 60043 members 
Entering Unmasked Estep 
Score: -11791785.000000 Penalty: 3813.863525
	Iteration 3Q: 3 clusters Score -1.179178e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66734 members 
Mstep: Class 2 contains 58128 members 
Entering Unmasked Estep 
Score: -11794339.000000 Penalty: 3813.863525
	Iteration 4Q: 3 clusters Score -1.179434e+07 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69316 members 
Mstep: Class 2 contains 55546 members 
Entering Unmasked Estep 
Score: -11798583.000000 Penalty: 3813.863525
	Iteration 5F: 3 clusters Score -1.179858e+07 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72057 members 
Mstep: Class 2 contains 52805 members 
Entering Unmasked Estep 
Score: -11804429.000000 Penalty: 3813.863525
	Iteration 6F: 3 clusters Score -1.180443e+07 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74524 members 
Mstep: Class 2 contains 50338 members 
Entering Unmasked Estep 
Score: -11810158.000000 Penalty: 3813.863525
	Iteration 7F: 3 clusters Score -1.181016e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76283 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -11813583.000000 Penalty: 3813.863525
	Iteration 8F: 3 clusters Score -1.181358e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77847 members 
Mstep: Class 2 contains 47015 members 
Entering Unmasked Estep 
Score: -11814976.000000 Penalty: 3813.863525
	Iteration 9Q: 3 clusters Score -1.181498e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79588 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -11815738.000000 Penalty: 3813.863525
	Iteration 10Q: 3 clusters Score -1.181574e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81386 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -11816330.000000 Penalty: 3813.863525
	Iteration 11Q: 3 clusters Score -1.181633e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83227 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -11816846.000000 Penalty: 3813.863525
	Iteration 12Q: 3 clusters Score -1.181685e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85179 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -11817603.000000 Penalty: 3813.863525
	Iteration 13Q: 3 clusters Score -1.18176e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87331 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -11818411.000000 Penalty: 3813.863525
	Iteration 14Q: 3 clusters Score -1.181841e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89545 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -11819209.000000 Penalty: 3813.863525
	Iteration 15Q: 3 clusters Score -1.181921e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91831 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -11820136.000000 Penalty: 3813.863525
	Iteration 16Q: 3 clusters Score -1.182014e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94190 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -11821151.000000 Penalty: 3813.863525
	Iteration 17Q: 3 clusters Score -1.182115e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96491 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -11822170.000000 Penalty: 3813.863525
	Iteration 18Q: 3 clusters Score -1.182217e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98805 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -11823237.000000 Penalty: 3813.863525
	Iteration 19Q: 3 clusters Score -1.182324e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100984 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -11824234.000000 Penalty: 3813.863525
	Iteration 20F: 3 clusters Score -1.182423e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102987 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -11825107.000000 Penalty: 3813.863525
	Iteration 21Q: 3 clusters Score -1.182511e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104879 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -11826011.000000 Penalty: 3813.863525
	Iteration 22Q: 3 clusters Score -1.182601e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106641 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -11826842.000000 Penalty: 3813.863525
	Iteration 23Q: 3 clusters Score -1.182684e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108311 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -11827643.000000 Penalty: 3813.863525
	Iteration 24Q: 3 clusters Score -1.182764e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109882 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -11828457.000000 Penalty: 3813.863525
	Iteration 25Q: 3 clusters Score -1.182846e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111270 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -11829129.000000 Penalty: 3813.863525
	Iteration 26Q: 3 clusters Score -1.182913e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112551 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -11829733.000000 Penalty: 3813.863525
	Iteration 27Q: 3 clusters Score -1.182973e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113731 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -11830244.000000 Penalty: 3813.863525
	Iteration 28Q: 3 clusters Score -1.183024e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114859 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -11830692.000000 Penalty: 3813.863525
	Iteration 29Q: 3 clusters Score -1.183069e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115945 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -11831121.000000 Penalty: 3813.863525
	Iteration 30Q: 3 clusters Score -1.183112e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116953 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -11831599.000000 Penalty: 3813.863525
	Iteration 31Q: 3 clusters Score -1.18316e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117868 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -11832085.000000 Penalty: 3813.863525
	Iteration 32Q: 3 clusters Score -1.183208e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118739 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -11832537.000000 Penalty: 3813.863525
	Iteration 33Q: 3 clusters Score -1.183254e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119541 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -11832923.000000 Penalty: 3813.863525
	Iteration 34Q: 3 clusters Score -1.183292e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120261 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -11833337.000000 Penalty: 3813.863525
	Iteration 35Q: 3 clusters Score -1.183334e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120918 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -11833723.000000 Penalty: 3813.863525
	Iteration 36Q: 3 clusters Score -1.183372e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121486 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -11834005.000000 Penalty: 3813.863525
	Iteration 37Q: 3 clusters Score -1.1834e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121980 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -11834259.000000 Penalty: 3813.863525
	Iteration 38Q: 3 clusters Score -1.183426e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122383 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -11834464.000000 Penalty: 3813.863525
	Iteration 39Q: 3 clusters Score -1.183446e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122725 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -11834654.000000 Penalty: 3813.863525
	Iteration 40F: 3 clusters Score -1.183465e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122993 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -11834786.000000 Penalty: 3813.863525
	Iteration 41Q: 3 clusters Score -1.183479e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123205 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -11834899.000000 Penalty: 3813.863525
	Iteration 42Q: 3 clusters Score -1.18349e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123363 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -11834969.000000 Penalty: 3813.863525
	Iteration 43Q: 3 clusters Score -1.183497e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123490 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -11835006.000000 Penalty: 3813.863525
	Iteration 44Q: 3 clusters Score -1.183501e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123591 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -11835051.000000 Penalty: 3813.863525
	Iteration 45Q: 3 clusters Score -1.183505e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123667 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -11835077.000000 Penalty: 3813.863525
	Iteration 46Q: 3 clusters Score -1.183508e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123733 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -11835095.000000 Penalty: 3813.863525
	Iteration 47Q: 3 clusters Score -1.18351e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123782 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -11835127.000000 Penalty: 3813.863525
	Iteration 48Q: 3 clusters Score -1.183513e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123823 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -11835151.000000 Penalty: 3813.863525
	Iteration 49Q: 3 clusters Score -1.183515e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123872 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -11835192.000000 Penalty: 3813.863525
	Iteration 50Q: 3 clusters Score -1.183519e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123913 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -11835193.000000 Penalty: 3813.863525
	Iteration 51Q: 3 clusters Score -1.183519e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123950 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -11835229.000000 Penalty: 3813.863525
	Iteration 52Q: 3 clusters Score -1.183523e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123972 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -11835238.000000 Penalty: 3813.863525
	Iteration 53Q: 3 clusters Score -1.183524e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123984 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -11835254.000000 Penalty: 3813.863525
	Iteration 54Q: 3 clusters Score -1.183525e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123992 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -11835254.000000 Penalty: 3813.863525
	Iteration 55Q: 3 clusters Score -1.183525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123996 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -11835253.000000 Penalty: 3813.863525
	Iteration 56Q: 3 clusters Score -1.183525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124003 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -11835251.000000 Penalty: 3813.863525
	Iteration 57Q: 3 clusters Score -1.183525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124006 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -11835243.000000 Penalty: 3813.863525
	Iteration 58Q: 3 clusters Score -1.183524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124011 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -11835244.000000 Penalty: 3813.863525
	Iteration 59Q: 3 clusters Score -1.183524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124016 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -11835246.000000 Penalty: 3813.863525
	Iteration 60F: 3 clusters Score -1.183525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124019 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -11835240.000000 Penalty: 3813.863525
	Iteration 61Q: 3 clusters Score -1.183524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124020 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -11835252.000000 Penalty: 3813.863525
	Iteration 62Q: 3 clusters Score -1.183525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124021 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -11835245.000000 Penalty: 3813.863525
	Iteration 63Q: 3 clusters Score -1.183524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124028 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -11835247.000000 Penalty: 3813.863525
	Iteration 64Q: 3 clusters Score -1.183525e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124034 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -11835241.000000 Penalty: 3813.863525
	Iteration 65Q: 3 clusters Score -1.183524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124039 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -11835252.000000 Penalty: 3813.863525
	Iteration 66Q: 3 clusters Score -1.183525e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124040 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -11835259.000000 Penalty: 3813.863525
	Iteration 67Q: 3 clusters Score -1.183526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124044 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -11835250.000000 Penalty: 3813.863525
	Iteration 68Q: 3 clusters Score -1.183525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124048 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -11835254.000000 Penalty: 3813.863525
	Iteration 69Q: 3 clusters Score -1.183525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124051 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -11835251.000000 Penalty: 3813.863525
	Iteration 70Q: 3 clusters Score -1.183525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124051 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -11835251.000000 Penalty: 3813.863525
	Iteration 71F: 3 clusters Score -1.183525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (115321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115321 members 
Entering Unmasked Estep 
Score: -10604339.000000 Penalty: 1894.014648
	Iteration 0F: 2 clusters Score -1.060434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57741 members 
Mstep: Class 2 contains 57580 members 
Entering Unmasked Estep 
Score: -10527150.000000 Penalty: 3788.029297
	Iteration 0F: 3 clusters Score -1.052715e+07 nChanged 55130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58269 members 
Mstep: Class 2 contains 57052 members 
Entering Unmasked Estep 
Score: -10559388.000000 Penalty: 3788.029297
	Iteration 1F: 3 clusters Score -1.055939e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58840 members 
Mstep: Class 2 contains 56481 members 
Entering Unmasked Estep 
Score: -10560182.000000 Penalty: 3788.029297
	Iteration 2Q: 3 clusters Score -1.056018e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59724 members 
Mstep: Class 2 contains 55597 members 
Entering Unmasked Estep 
Score: -10561341.000000 Penalty: 3788.029297
	Iteration 3Q: 3 clusters Score -1.056134e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61030 members 
Mstep: Class 2 contains 54291 members 
Entering Unmasked Estep 
Score: -10563015.000000 Penalty: 3788.029297
	Iteration 4Q: 3 clusters Score -1.056302e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62850 members 
Mstep: Class 2 contains 52471 members 
Entering Unmasked Estep 
Score: -10565303.000000 Penalty: 3788.029297
	Iteration 5Q: 3 clusters Score -1.05653e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65125 members 
Mstep: Class 2 contains 50196 members 
Entering Unmasked Estep 
Score: -10568457.000000 Penalty: 3788.029297
	Iteration 6F: 3 clusters Score -1.056846e+07 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67704 members 
Mstep: Class 2 contains 47617 members 
Entering Unmasked Estep 
Score: -10572326.000000 Penalty: 3788.029297
	Iteration 7F: 3 clusters Score -1.057233e+07 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70137 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -10576666.000000 Penalty: 3788.029297
	Iteration 8F: 3 clusters Score -1.057667e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72110 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -10580448.000000 Penalty: 3788.029297
	Iteration 9F: 3 clusters Score -1.058045e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73623 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
Score: -10583250.000000 Penalty: 3788.029297
	Iteration 10Q: 3 clusters Score -1.058325e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74986 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -10584637.000000 Penalty: 3788.029297
	Iteration 11Q: 3 clusters Score -1.058464e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76398 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -10585465.000000 Penalty: 3788.029297
	Iteration 12Q: 3 clusters Score -1.058546e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77898 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -10586027.000000 Penalty: 3788.029297
	Iteration 13Q: 3 clusters Score -1.058603e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79567 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -10586617.000000 Penalty: 3788.029297
	Iteration 14Q: 3 clusters Score -1.058662e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81306 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -10587178.000000 Penalty: 3788.029297
	Iteration 15Q: 3 clusters Score -1.058718e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83278 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -10587981.000000 Penalty: 3788.029297
	Iteration 16Q: 3 clusters Score -1.058798e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85341 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -10588878.000000 Penalty: 3788.029297
	Iteration 17Q: 3 clusters Score -1.058888e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87446 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -10589884.000000 Penalty: 3788.029297
	Iteration 18Q: 3 clusters Score -1.058988e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89650 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -10591037.000000 Penalty: 3788.029297
	Iteration 19Q: 3 clusters Score -1.059104e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91786 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -10592181.000000 Penalty: 3788.029297
	Iteration 20F: 3 clusters Score -1.059218e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93849 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -10593306.000000 Penalty: 3788.029297
	Iteration 21Q: 3 clusters Score -1.059331e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95789 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -10594383.000000 Penalty: 3788.029297
	Iteration 22Q: 3 clusters Score -1.059438e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97575 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -10595264.000000 Penalty: 3788.029297
	Iteration 23Q: 3 clusters Score -1.059526e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99271 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -10596091.000000 Penalty: 3788.029297
	Iteration 24Q: 3 clusters Score -1.059609e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100902 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -10596884.000000 Penalty: 3788.029297
	Iteration 25Q: 3 clusters Score -1.059688e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102410 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -10597579.000000 Penalty: 3788.029297
	Iteration 26Q: 3 clusters Score -1.059758e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103794 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -10598274.000000 Penalty: 3788.029297
	Iteration 27Q: 3 clusters Score -1.059827e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105093 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -10598786.000000 Penalty: 3788.029297
	Iteration 28Q: 3 clusters Score -1.059879e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106266 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -10599318.000000 Penalty: 3788.029297
	Iteration 29Q: 3 clusters Score -1.059932e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107337 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -10599738.000000 Penalty: 3788.029297
	Iteration 30Q: 3 clusters Score -1.059974e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108321 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -10600175.000000 Penalty: 3788.029297
	Iteration 31Q: 3 clusters Score -1.060018e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109218 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -10600586.000000 Penalty: 3788.029297
	Iteration 32Q: 3 clusters Score -1.060059e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110049 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -10601029.000000 Penalty: 3788.029297
	Iteration 33Q: 3 clusters Score -1.060103e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110746 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -10601327.000000 Penalty: 3788.029297
	Iteration 34Q: 3 clusters Score -1.060133e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111370 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -10601565.000000 Penalty: 3788.029297
	Iteration 35Q: 3 clusters Score -1.060156e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111909 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -10601750.000000 Penalty: 3788.029297
	Iteration 36Q: 3 clusters Score -1.060175e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112379 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -10601931.000000 Penalty: 3788.029297
	Iteration 37Q: 3 clusters Score -1.060193e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112768 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -10602112.000000 Penalty: 3788.029297
	Iteration 38Q: 3 clusters Score -1.060211e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113102 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -10602271.000000 Penalty: 3788.029297
	Iteration 39Q: 3 clusters Score -1.060227e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113354 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -10602355.000000 Penalty: 3788.029297
	Iteration 40F: 3 clusters Score -1.060236e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113560 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -10602445.000000 Penalty: 3788.029297
	Iteration 41Q: 3 clusters Score -1.060244e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113720 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -10602501.000000 Penalty: 3788.029297
	Iteration 42Q: 3 clusters Score -1.06025e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113843 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -10602545.000000 Penalty: 3788.029297
	Iteration 43Q: 3 clusters Score -1.060254e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113945 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -10602583.000000 Penalty: 3788.029297
	Iteration 44Q: 3 clusters Score -1.060258e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114027 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -10602621.000000 Penalty: 3788.029297
	Iteration 45Q: 3 clusters Score -1.060262e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114108 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -10602670.000000 Penalty: 3788.029297
	Iteration 46Q: 3 clusters Score -1.060267e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114175 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -10602693.000000 Penalty: 3788.029297
	Iteration 47Q: 3 clusters Score -1.060269e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114222 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -10602706.000000 Penalty: 3788.029297
	Iteration 48Q: 3 clusters Score -1.060271e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114279 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -10602740.000000 Penalty: 3788.029297
	Iteration 49Q: 3 clusters Score -1.060274e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114330 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -10602768.000000 Penalty: 3788.029297
	Iteration 50Q: 3 clusters Score -1.060277e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114377 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -10602795.000000 Penalty: 3788.029297
	Iteration 51Q: 3 clusters Score -1.06028e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114411 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -10602808.000000 Penalty: 3788.029297
	Iteration 52Q: 3 clusters Score -1.060281e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114432 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -10602827.000000 Penalty: 3788.029297
	Iteration 53Q: 3 clusters Score -1.060283e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114445 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -10602816.000000 Penalty: 3788.029297
	Iteration 54Q: 3 clusters Score -1.060282e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114459 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -10602822.000000 Penalty: 3788.029297
	Iteration 55Q: 3 clusters Score -1.060282e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114472 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -10602833.000000 Penalty: 3788.029297
	Iteration 56Q: 3 clusters Score -1.060283e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114485 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -10602840.000000 Penalty: 3788.029297
	Iteration 57Q: 3 clusters Score -1.060284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114491 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -10602854.000000 Penalty: 3788.029297
	Iteration 58Q: 3 clusters Score -1.060285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114495 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -10602857.000000 Penalty: 3788.029297
	Iteration 59Q: 3 clusters Score -1.060286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114499 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -10602859.000000 Penalty: 3788.029297
	Iteration 60F: 3 clusters Score -1.060286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114505 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -10602858.000000 Penalty: 3788.029297
	Iteration 61Q: 3 clusters Score -1.060286e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114513 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -10602853.000000 Penalty: 3788.029297
	Iteration 62Q: 3 clusters Score -1.060285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114519 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -10602852.000000 Penalty: 3788.029297
	Iteration 63Q: 3 clusters Score -1.060285e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114525 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -10602855.000000 Penalty: 3788.029297
	Iteration 64Q: 3 clusters Score -1.060286e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114533 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -10602860.000000 Penalty: 3788.029297
	Iteration 65Q: 3 clusters Score -1.060286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114537 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -10602850.000000 Penalty: 3788.029297
	Iteration 66Q: 3 clusters Score -1.060285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114542 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -10602849.000000 Penalty: 3788.029297
	Iteration 67Q: 3 clusters Score -1.060285e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114549 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -10602864.000000 Penalty: 3788.029297
	Iteration 68Q: 3 clusters Score -1.060286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114551 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -10602857.000000 Penalty: 3788.029297
	Iteration 69Q: 3 clusters Score -1.060286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114555 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -10602853.000000 Penalty: 3788.029297
	Iteration 70Q: 3 clusters Score -1.060285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114561 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -10602869.000000 Penalty: 3788.029297
	Iteration 71Q: 3 clusters Score -1.060287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114561 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -10602869.000000 Penalty: 3788.029297
	Iteration 72Q: 3 clusters Score -1.060287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114564 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -10602863.000000 Penalty: 3788.029297
	Iteration 73Q: 3 clusters Score -1.060286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114569 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -10602863.000000 Penalty: 3788.029297
	Iteration 74Q: 3 clusters Score -1.060286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114574 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -10602871.000000 Penalty: 3788.029297
	Iteration 75Q: 3 clusters Score -1.060287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114574 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -10602871.000000 Penalty: 3788.029297
	Iteration 76F: 3 clusters Score -1.060287e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (59352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59352 members 
Entering Unmasked Estep 
Score: -5452046.500000 Penalty: 1786.076782
	Iteration 0F: 2 clusters Score -5452046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -5412391.000000 Penalty: 3572.153564
	Iteration 0F: 3 clusters Score -5412391 nChanged 27989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -5427932.500000 Penalty: 3572.153564
	Iteration 1F: 3 clusters Score -5427932 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -5428433.500000 Penalty: 3572.153564
	Iteration 2Q: 3 clusters Score -5428434 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -5428913.500000 Penalty: 3572.153564
	Iteration 3Q: 3 clusters Score -5428914 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -5429414.500000 Penalty: 3572.153564
	Iteration 4Q: 3 clusters Score -5429414 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -5430005.000000 Penalty: 3572.153564
	Iteration 5Q: 3 clusters Score -5430005 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -5430729.500000 Penalty: 3572.153564
	Iteration 6Q: 3 clusters Score -5430730 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -5431773.500000 Penalty: 3572.153564
	Iteration 7Q: 3 clusters Score -5431774 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -5433150.000000 Penalty: 3572.153564
	Iteration 8F: 3 clusters Score -5433150 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -5434945.000000 Penalty: 3572.153564
	Iteration 9F: 3 clusters Score -5434945 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -5437292.500000 Penalty: 3572.153564
	Iteration 10F: 3 clusters Score -5437292 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 46282 members 
Entering Unmasked Estep 
Score: -5439976.000000 Penalty: 3572.153564
	Iteration 11F: 3 clusters Score -5439976 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 49730 members 
Entering Unmasked Estep 
Score: -5442817.500000 Penalty: 3572.153564
	Iteration 12F: 3 clusters Score -5442818 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 52672 members 
Entering Unmasked Estep 
Score: -5445293.500000 Penalty: 3572.153564
	Iteration 13Q: 3 clusters Score -5445294 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 54956 members 
Entering Unmasked Estep 
Score: -5447194.000000 Penalty: 3572.153564
	Iteration 14Q: 3 clusters Score -5447194 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 56576 members 
Entering Unmasked Estep 
Score: -5448550.000000 Penalty: 3572.153564
	Iteration 15Q: 3 clusters Score -5448550 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 57653 members 
Entering Unmasked Estep 
Score: -5449381.500000 Penalty: 3572.153564
	Iteration 16Q: 3 clusters Score -5449382 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 58275 members 
Entering Unmasked Estep 
Score: -5449829.500000 Penalty: 3572.153564
	Iteration 17Q: 3 clusters Score -5449830 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 58592 members 
Entering Unmasked Estep 
Score: -5450098.500000 Penalty: 3572.153564
	Iteration 18Q: 3 clusters Score -5450098 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 58775 members 
Entering Unmasked Estep 
Score: -5450242.500000 Penalty: 3572.153564
	Iteration 19Q: 3 clusters Score -5450242 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 58870 members 
Entering Unmasked Estep 
Score: -5450334.000000 Penalty: 3572.153564
	Iteration 20F: 3 clusters Score -5450334 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 58922 members 
Entering Unmasked Estep 
Score: -5450375.500000 Penalty: 3572.153564
	Iteration 21Q: 3 clusters Score -5450376 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 58953 members 
Entering Unmasked Estep 
Score: -5450408.000000 Penalty: 3572.153564
	Iteration 22Q: 3 clusters Score -5450408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 58965 members 
Entering Unmasked Estep 
Score: -5450422.000000 Penalty: 3572.153564
	Iteration 23Q: 3 clusters Score -5450422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 58980 members 
Entering Unmasked Estep 
Score: -5450437.000000 Penalty: 3572.153564
	Iteration 24Q: 3 clusters Score -5450437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 58988 members 
Entering Unmasked Estep 
Score: -5450446.000000 Penalty: 3572.153564
	Iteration 25Q: 3 clusters Score -5450446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 58999 members 
Entering Unmasked Estep 
Score: -5450470.000000 Penalty: 3572.153564
	Iteration 26Q: 3 clusters Score -5450470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 59012 members 
Entering Unmasked Estep 
Score: -5450477.500000 Penalty: 3572.153564
	Iteration 27Q: 3 clusters Score -5450478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 59016 members 
Entering Unmasked Estep 
Score: -5450477.500000 Penalty: 3572.153564
	Iteration 28Q: 3 clusters Score -5450478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 59019 members 
Entering Unmasked Estep 
Score: -5450483.500000 Penalty: 3572.153564
	Iteration 29Q: 3 clusters Score -5450484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 59018 members 
Entering Unmasked Estep 
Score: -5450491.000000 Penalty: 3572.153564
	Iteration 30Q: 3 clusters Score -5450491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 59019 members 
Entering Unmasked Estep 
Score: -5450497.000000 Penalty: 3572.153564
	Iteration 31Q: 3 clusters Score -5450497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 59023 members 
Entering Unmasked Estep 
Score: -5450506.000000 Penalty: 3572.153564
	Iteration 32Q: 3 clusters Score -5450506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 59023 members 
Entering Unmasked Estep 
Score: -5450508.000000 Penalty: 3572.153564
	Iteration 33Q: 3 clusters Score -5450508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 59026 members 
Entering Unmasked Estep 
Score: -5450505.500000 Penalty: 3572.153564
	Iteration 34Q: 3 clusters Score -5450506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 59027 members 
Entering Unmasked Estep 
Score: -5450507.500000 Penalty: 3572.153564
	Iteration 35Q: 3 clusters Score -5450508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 59027 members 
Entering Unmasked Estep 
Score: -5450507.500000 Penalty: 3572.153564
	Iteration 36F: 3 clusters Score -5450508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Entering Unmasked Estep 
Score: -1502501.875000 Penalty: 1596.656738
	Iteration 0F: 2 clusters Score -1502502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1489827.250000 Penalty: 3193.313477
	Iteration 0F: 3 clusters Score -1489827 nChanged 8329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1494878.625000 Penalty: 3193.313477
	Iteration 1F: 3 clusters Score -1494879 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1495814.250000 Penalty: 3193.313477
	Iteration 2F: 3 clusters Score -1495814 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1496912.000000 Penalty: 3193.313477
	Iteration 3F: 3 clusters Score -1496912 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1497983.750000 Penalty: 3193.313477
	Iteration 4F: 3 clusters Score -1497984 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1498864.500000 Penalty: 3193.313477
	Iteration 5F: 3 clusters Score -1498864 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1499501.500000 Penalty: 3193.313477
	Iteration 6F: 3 clusters Score -1499502 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1499951.500000 Penalty: 3193.313477
	Iteration 7Q: 3 clusters Score -1499952 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1500212.750000 Penalty: 3193.313477
	Iteration 8Q: 3 clusters Score -1500213 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1500399.125000 Penalty: 3193.313477
	Iteration 9Q: 3 clusters Score -1500399 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1500541.250000 Penalty: 3193.313477
	Iteration 10Q: 3 clusters Score -1500541 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1500641.250000 Penalty: 3193.313477
	Iteration 11Q: 3 clusters Score -1500641 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1500719.125000 Penalty: 3193.313477
	Iteration 12Q: 3 clusters Score -1500719 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1500783.000000 Penalty: 3193.313477
	Iteration 13Q: 3 clusters Score -1500783 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1500828.125000 Penalty: 3193.313477
	Iteration 14Q: 3 clusters Score -1500828 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1500852.875000 Penalty: 3193.313477
	Iteration 15Q: 3 clusters Score -1500853 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1500884.250000 Penalty: 3193.313477
	Iteration 16Q: 3 clusters Score -1500884 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1500907.375000 Penalty: 3193.313477
	Iteration 17Q: 3 clusters Score -1500907 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1500935.500000 Penalty: 3193.313477
	Iteration 18Q: 3 clusters Score -1500936 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1500951.250000 Penalty: 3193.313477
	Iteration 19Q: 3 clusters Score -1500951 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1500972.000000 Penalty: 3193.313477
	Iteration 20F: 3 clusters Score -1500972 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1500989.625000 Penalty: 3193.313477
	Iteration 21Q: 3 clusters Score -1500990 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1500993.875000 Penalty: 3193.313477
	Iteration 22Q: 3 clusters Score -1500994 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1501003.125000 Penalty: 3193.313477
	Iteration 23Q: 3 clusters Score -1501003 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1501010.875000 Penalty: 3193.313477
	Iteration 24Q: 3 clusters Score -1501011 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1501016.500000 Penalty: 3193.313477
	Iteration 25Q: 3 clusters Score -1501016 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1501019.125000 Penalty: 3193.313477
	Iteration 26Q: 3 clusters Score -1501019 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1501018.500000 Penalty: 3193.313477
	Iteration 27Q: 3 clusters Score -1501018 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1501025.000000 Penalty: 3193.313477
	Iteration 28Q: 3 clusters Score -1501025 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1501027.500000 Penalty: 3193.313477
	Iteration 29Q: 3 clusters Score -1501028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1501031.125000 Penalty: 3193.313477
	Iteration 30Q: 3 clusters Score -1501031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1501034.125000 Penalty: 3193.313477
	Iteration 31Q: 3 clusters Score -1501034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1501030.375000 Penalty: 3193.313477
	Iteration 32Q: 3 clusters Score -1501030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1501033.750000 Penalty: 3193.313477
	Iteration 33Q: 3 clusters Score -1501034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1501038.375000 Penalty: 3193.313477
	Iteration 34Q: 3 clusters Score -1501038 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1501045.125000 Penalty: 3193.313477
	Iteration 35Q: 3 clusters Score -1501045 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1501046.125000 Penalty: 3193.313477
	Iteration 36Q: 3 clusters Score -1501046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1501049.750000 Penalty: 3193.313477
	Iteration 37Q: 3 clusters Score -1501050 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1501051.375000 Penalty: 3193.313477
	Iteration 38Q: 3 clusters Score -1501051 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1501055.875000 Penalty: 3193.313477
	Iteration 39Q: 3 clusters Score -1501056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1501066.125000 Penalty: 3193.313477
	Iteration 40F: 3 clusters Score -1501066 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1501069.000000 Penalty: 3193.313477
	Iteration 41Q: 3 clusters Score -1501069 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1501074.625000 Penalty: 3193.313477
	Iteration 42Q: 3 clusters Score -1501075 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1501075.500000 Penalty: 3193.313477
	Iteration 43Q: 3 clusters Score -1501076 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1501075.250000 Penalty: 3193.313477
	Iteration 44Q: 3 clusters Score -1501075 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1501076.875000 Penalty: 3193.313477
	Iteration 45Q: 3 clusters Score -1501077 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1501081.500000 Penalty: 3193.313477
	Iteration 46Q: 3 clusters Score -1501082 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1501083.250000 Penalty: 3193.313477
	Iteration 47Q: 3 clusters Score -1501083 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1501087.375000 Penalty: 3193.313477
	Iteration 48Q: 3 clusters Score -1501087 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1501092.625000 Penalty: 3193.313477
	Iteration 49Q: 3 clusters Score -1501093 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1501103.875000 Penalty: 3193.313477
	Iteration 50Q: 3 clusters Score -1501104 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1501105.625000 Penalty: 3193.313477
	Iteration 51Q: 3 clusters Score -1501106 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1501114.000000 Penalty: 3193.313477
	Iteration 52Q: 3 clusters Score -1501114 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1501120.500000 Penalty: 3193.313477
	Iteration 53Q: 3 clusters Score -1501120 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1501124.000000 Penalty: 3193.313477
	Iteration 54Q: 3 clusters Score -1501124 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1501139.375000 Penalty: 3193.313477
	Iteration 55Q: 3 clusters Score -1501139 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1501142.000000 Penalty: 3193.313477
	Iteration 56Q: 3 clusters Score -1501142 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1501153.875000 Penalty: 3193.313477
	Iteration 57Q: 3 clusters Score -1501154 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1501164.000000 Penalty: 3193.313477
	Iteration 58Q: 3 clusters Score -1501164 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1501172.750000 Penalty: 3193.313477
	Iteration 59Q: 3 clusters Score -1501173 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1501173.625000 Penalty: 3193.313477
	Iteration 60F: 3 clusters Score -1501174 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1501185.125000 Penalty: 3193.313477
	Iteration 61Q: 3 clusters Score -1501185 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1501193.375000 Penalty: 3193.313477
	Iteration 62Q: 3 clusters Score -1501193 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1501196.750000 Penalty: 3193.313477
	Iteration 63Q: 3 clusters Score -1501197 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1501211.625000 Penalty: 3193.313477
	Iteration 64Q: 3 clusters Score -1501212 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1501224.500000 Penalty: 3193.313477
	Iteration 65Q: 3 clusters Score -1501224 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1501243.625000 Penalty: 3193.313477
	Iteration 66Q: 3 clusters Score -1501244 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1501266.125000 Penalty: 3193.313477
	Iteration 67Q: 3 clusters Score -1501266 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1501281.625000 Penalty: 3193.313477
	Iteration 68Q: 3 clusters Score -1501282 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1501320.500000 Penalty: 3193.313477
	Iteration 69Q: 3 clusters Score -1501320 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1501356.375000 Penalty: 3193.313477
	Iteration 70Q: 3 clusters Score -1501356 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1501379.375000 Penalty: 3193.313477
	Iteration 71Q: 3 clusters Score -1501379 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1501401.125000 Penalty: 3193.313477
	Iteration 72Q: 3 clusters Score -1501401 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1501420.000000 Penalty: 3193.313477
	Iteration 73Q: 3 clusters Score -1501420 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1501437.750000 Penalty: 3193.313477
	Iteration 74Q: 3 clusters Score -1501438 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1501462.375000 Penalty: 3193.313477
	Iteration 75Q: 3 clusters Score -1501462 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1501488.875000 Penalty: 3193.313477
	Iteration 76Q: 3 clusters Score -1501489 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1501513.500000 Penalty: 3193.313477
	Iteration 77Q: 3 clusters Score -1501514 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1501544.375000 Penalty: 3193.313477
	Iteration 78Q: 3 clusters Score -1501544 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1501564.750000 Penalty: 3193.313477
	Iteration 79Q: 3 clusters Score -1501565 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1501590.875000 Penalty: 3193.313477
	Iteration 80F: 3 clusters Score -1501591 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1501611.875000 Penalty: 3193.313477
	Iteration 81Q: 3 clusters Score -1501612 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1501632.625000 Penalty: 3193.313477
	Iteration 82Q: 3 clusters Score -1501633 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1501653.875000 Penalty: 3193.313477
	Iteration 83Q: 3 clusters Score -1501654 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1501670.250000 Penalty: 3193.313477
	Iteration 84Q: 3 clusters Score -1501670 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1501694.625000 Penalty: 3193.313477
	Iteration 85Q: 3 clusters Score -1501695 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1501716.125000 Penalty: 3193.313477
	Iteration 86Q: 3 clusters Score -1501716 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1501732.125000 Penalty: 3193.313477
	Iteration 87Q: 3 clusters Score -1501732 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1501754.375000 Penalty: 3193.313477
	Iteration 88Q: 3 clusters Score -1501754 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1501789.250000 Penalty: 3193.313477
	Iteration 89Q: 3 clusters Score -1501789 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1501814.750000 Penalty: 3193.313477
	Iteration 90Q: 3 clusters Score -1501815 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1501846.375000 Penalty: 3193.313477
	Iteration 91Q: 3 clusters Score -1501846 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1501877.875000 Penalty: 3193.313477
	Iteration 92Q: 3 clusters Score -1501878 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1501901.000000 Penalty: 3193.313477
	Iteration 93Q: 3 clusters Score -1501901 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1501923.125000 Penalty: 3193.313477
	Iteration 94Q: 3 clusters Score -1501923 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1501942.875000 Penalty: 3193.313477
	Iteration 95Q: 3 clusters Score -1501943 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1501968.500000 Penalty: 3193.313477
	Iteration 96Q: 3 clusters Score -1501968 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1501980.750000 Penalty: 3193.313477
	Iteration 97Q: 3 clusters Score -1501981 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1501999.375000 Penalty: 3193.313477
	Iteration 98Q: 3 clusters Score -1501999 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1502002.500000 Penalty: 3193.313477
	Iteration 99Q: 3 clusters Score -1502002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1502011.750000 Penalty: 3193.313477
	Iteration 100F: 3 clusters Score -1502012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1502016.375000 Penalty: 3193.313477
	Iteration 101Q: 3 clusters Score -1502016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1502023.500000 Penalty: 3193.313477
	Iteration 102Q: 3 clusters Score -1502024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1502028.875000 Penalty: 3193.313477
	Iteration 103Q: 3 clusters Score -1502029 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1502031.500000 Penalty: 3193.313477
	Iteration 104Q: 3 clusters Score -1502032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1502036.250000 Penalty: 3193.313477
	Iteration 105Q: 3 clusters Score -1502036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1502041.750000 Penalty: 3193.313477
	Iteration 106Q: 3 clusters Score -1502042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1502042.750000 Penalty: 3193.313477
	Iteration 107Q: 3 clusters Score -1502043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1502046.125000 Penalty: 3193.313477
	Iteration 108Q: 3 clusters Score -1502046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1502048.250000 Penalty: 3193.313477
	Iteration 109Q: 3 clusters Score -1502048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1502047.625000 Penalty: 3193.313477
	Iteration 110Q: 3 clusters Score -1502048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1502049.625000 Penalty: 3193.313477
	Iteration 111Q: 3 clusters Score -1502050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1502049.000000 Penalty: 3193.313477
	Iteration 112Q: 3 clusters Score -1502049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1502051.875000 Penalty: 3193.313477
	Iteration 113Q: 3 clusters Score -1502052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1502049.750000 Penalty: 3193.313477
	Iteration 114Q: 3 clusters Score -1502050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1502047.625000 Penalty: 3193.313477
	Iteration 115Q: 3 clusters Score -1502048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1502050.500000 Penalty: 3193.313477
	Iteration 116Q: 3 clusters Score -1502050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1502050.250000 Penalty: 3193.313477
	Iteration 117Q: 3 clusters Score -1502050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1502048.500000 Penalty: 3193.313477
	Iteration 118Q: 3 clusters Score -1502048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1502048.750000 Penalty: 3193.313477
	Iteration 119Q: 3 clusters Score -1502049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1502050.125000 Penalty: 3193.313477
	Iteration 120F: 3 clusters Score -1502050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1502050.750000 Penalty: 3193.313477
	Iteration 121Q: 3 clusters Score -1502051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1502050.750000 Penalty: 3193.313477
	Iteration 122F: 3 clusters Score -1502051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Entering Unmasked Estep 
Score: -83393.468750 Penalty: 1126.522827
	Iteration 0F: 2 clusters Score -83393.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -81985.171875 Penalty: 2253.045654
	Iteration 0F: 3 clusters Score -81985.17 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -82215.437500 Penalty: 2253.045654
	Iteration 1F: 3 clusters Score -82215.44 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -82303.609375 Penalty: 2253.045654
	Iteration 2F: 3 clusters Score -82303.61 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -82361.273438 Penalty: 2253.045654
	Iteration 3Q: 3 clusters Score -82361.27 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -82424.367188 Penalty: 2253.045654
	Iteration 4Q: 3 clusters Score -82424.37 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -82469.359375 Penalty: 2253.045654
	Iteration 5Q: 3 clusters Score -82469.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -82512.210938 Penalty: 2253.045654
	Iteration 6Q: 3 clusters Score -82512.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -82545.804688 Penalty: 2253.045654
	Iteration 7Q: 3 clusters Score -82545.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -82568.640625 Penalty: 2253.045654
	Iteration 8Q: 3 clusters Score -82568.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -82598.882812 Penalty: 2253.045654
	Iteration 9Q: 3 clusters Score -82598.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -82615.585938 Penalty: 2253.045654
	Iteration 10Q: 3 clusters Score -82615.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -82628.664062 Penalty: 2253.045654
	Iteration 11Q: 3 clusters Score -82628.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -82642.414062 Penalty: 2253.045654
	Iteration 12Q: 3 clusters Score -82642.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -82649.000000 Penalty: 2253.045654
	Iteration 13Q: 3 clusters Score -82649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -82653.226562 Penalty: 2253.045654
	Iteration 14Q: 3 clusters Score -82653.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -82654.234375 Penalty: 2253.045654
	Iteration 15Q: 3 clusters Score -82654.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -82654.234375 Penalty: 2253.045654
	Iteration 16F: 3 clusters Score -82654.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (40756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Entering Unmasked Estep 
Score: -3712413.500000 Penalty: 1724.995728
	Iteration 0F: 2 clusters Score -3712414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -3685210.000000 Penalty: 3449.991455
	Iteration 0F: 3 clusters Score -3685210 nChanged 18926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -3695834.250000 Penalty: 3449.991455
	Iteration 1F: 3 clusters Score -3695834 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -3696481.000000 Penalty: 3449.991455
	Iteration 2Q: 3 clusters Score -3696481 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -3697374.750000 Penalty: 3449.991455
	Iteration 3Q: 3 clusters Score -3697375 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -3698759.500000 Penalty: 3449.991455
	Iteration 4F: 3 clusters Score -3698760 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -3700697.500000 Penalty: 3449.991455
	Iteration 5F: 3 clusters Score -3700698 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -3702738.500000 Penalty: 3449.991455
	Iteration 6F: 3 clusters Score -3702738 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -3704473.500000 Penalty: 3449.991455
	Iteration 7F: 3 clusters Score -3704474 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -3706071.750000 Penalty: 3449.991455
	Iteration 8F: 3 clusters Score -3706072 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -3707568.750000 Penalty: 3449.991455
	Iteration 9Q: 3 clusters Score -3707569 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -3708914.250000 Penalty: 3449.991455
	Iteration 10Q: 3 clusters Score -3708914 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -3709753.000000 Penalty: 3449.991455
	Iteration 11Q: 3 clusters Score -3709753 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -3710178.000000 Penalty: 3449.991455
	Iteration 12Q: 3 clusters Score -3710178 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -3710447.250000 Penalty: 3449.991455
	Iteration 13Q: 3 clusters Score -3710447 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -3710648.750000 Penalty: 3449.991455
	Iteration 14Q: 3 clusters Score -3710649 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -3710821.750000 Penalty: 3449.991455
	Iteration 15Q: 3 clusters Score -3710822 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -3710952.250000 Penalty: 3449.991455
	Iteration 16Q: 3 clusters Score -3710952 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -3711055.000000 Penalty: 3449.991455
	Iteration 17Q: 3 clusters Score -3711055 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -3711147.500000 Penalty: 3449.991455
	Iteration 18Q: 3 clusters Score -3711148 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3711230.750000 Penalty: 3449.991455
	Iteration 19Q: 3 clusters Score -3711231 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3711263.250000 Penalty: 3449.991455
	Iteration 20F: 3 clusters Score -3711263 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3711296.250000 Penalty: 3449.991455
	Iteration 21Q: 3 clusters Score -3711296 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3711333.000000 Penalty: 3449.991455
	Iteration 22Q: 3 clusters Score -3711333 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3711378.000000 Penalty: 3449.991455
	Iteration 23Q: 3 clusters Score -3711378 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3711406.250000 Penalty: 3449.991455
	Iteration 24Q: 3 clusters Score -3711406 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3711431.250000 Penalty: 3449.991455
	Iteration 25Q: 3 clusters Score -3711431 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3711437.750000 Penalty: 3449.991455
	Iteration 26Q: 3 clusters Score -3711438 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3711444.750000 Penalty: 3449.991455
	Iteration 27Q: 3 clusters Score -3711445 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3711461.000000 Penalty: 3449.991455
	Iteration 28Q: 3 clusters Score -3711461 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3711470.000000 Penalty: 3449.991455
	Iteration 29Q: 3 clusters Score -3711470 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3711473.250000 Penalty: 3449.991455
	Iteration 30Q: 3 clusters Score -3711473 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3711491.000000 Penalty: 3449.991455
	Iteration 31Q: 3 clusters Score -3711491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3711488.500000 Penalty: 3449.991455
	Iteration 32Q: 3 clusters Score -3711488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3711491.250000 Penalty: 3449.991455
	Iteration 33Q: 3 clusters Score -3711491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3711507.000000 Penalty: 3449.991455
	Iteration 34Q: 3 clusters Score -3711507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3711511.500000 Penalty: 3449.991455
	Iteration 35Q: 3 clusters Score -3711512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39149 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3711511.250000 Penalty: 3449.991455
	Iteration 36Q: 3 clusters Score -3711511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3711514.500000 Penalty: 3449.991455
	Iteration 37Q: 3 clusters Score -3711514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3711512.000000 Penalty: 3449.991455
	Iteration 38Q: 3 clusters Score -3711512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3711510.750000 Penalty: 3449.991455
	Iteration 39Q: 3 clusters Score -3711511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3711514.000000 Penalty: 3449.991455
	Iteration 40F: 3 clusters Score -3711514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3711518.000000 Penalty: 3449.991455
	Iteration 41Q: 3 clusters Score -3711518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3711514.000000 Penalty: 3449.991455
	Iteration 42Q: 3 clusters Score -3711514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3711517.500000 Penalty: 3449.991455
	Iteration 43Q: 3 clusters Score -3711518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3711515.750000 Penalty: 3449.991455
	Iteration 44Q: 3 clusters Score -3711516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3711518.750000 Penalty: 3449.991455
	Iteration 45Q: 3 clusters Score -3711519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3711518.750000 Penalty: 3449.991455
	Iteration 46Q: 3 clusters Score -3711519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3711522.500000 Penalty: 3449.991455
	Iteration 47Q: 3 clusters Score -3711522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3711520.000000 Penalty: 3449.991455
	Iteration 48Q: 3 clusters Score -3711520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3711517.750000 Penalty: 3449.991455
	Iteration 49Q: 3 clusters Score -3711518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3711517.750000 Penalty: 3449.991455
	Iteration 50F: 3 clusters Score -3711518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Entering Unmasked Estep 
Score: -657000.062500 Penalty: 1445.183228
	Iteration 0F: 2 clusters Score -657000.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -651548.125000 Penalty: 2890.366455
	Iteration 0F: 3 clusters Score -651548.1 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -653241.187500 Penalty: 2890.366455
	Iteration 1F: 3 clusters Score -653241.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -653464.312500 Penalty: 2890.366455
	Iteration 2F: 3 clusters Score -653464.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -653652.000000 Penalty: 2890.366455
	Iteration 3F: 3 clusters Score -653652 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -653849.437500 Penalty: 2890.366455
	Iteration 4Q: 3 clusters Score -653849.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -654050.125000 Penalty: 2890.366455
	Iteration 5Q: 3 clusters Score -654050.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -654296.312500 Penalty: 2890.366455
	Iteration 6Q: 3 clusters Score -654296.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -654592.750000 Penalty: 2890.366455
	Iteration 7F: 3 clusters Score -654592.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -654909.187500 Penalty: 2890.366455
	Iteration 8F: 3 clusters Score -654909.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -655191.062500 Penalty: 2890.366455
	Iteration 9Q: 3 clusters Score -655191.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -655417.250000 Penalty: 2890.366455
	Iteration 10Q: 3 clusters Score -655417.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -655633.937500 Penalty: 2890.366455
	Iteration 11Q: 3 clusters Score -655633.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -655807.687500 Penalty: 2890.366455
	Iteration 12Q: 3 clusters Score -655807.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -655924.500000 Penalty: 2890.366455
	Iteration 13Q: 3 clusters Score -655924.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -656000.687500 Penalty: 2890.366455
	Iteration 14Q: 3 clusters Score -656000.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -656041.812500 Penalty: 2890.366455
	Iteration 15Q: 3 clusters Score -656041.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -656062.437500 Penalty: 2890.366455
	Iteration 16Q: 3 clusters Score -656062.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -656082.625000 Penalty: 2890.366455
	Iteration 17Q: 3 clusters Score -656082.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -656096.875000 Penalty: 2890.366455
	Iteration 18Q: 3 clusters Score -656096.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -656105.812500 Penalty: 2890.366455
	Iteration 19Q: 3 clusters Score -656105.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -656114.750000 Penalty: 2890.366455
	Iteration 20F: 3 clusters Score -656114.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -656120.312500 Penalty: 2890.366455
	Iteration 21Q: 3 clusters Score -656120.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -656121.312500 Penalty: 2890.366455
	Iteration 22Q: 3 clusters Score -656121.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -656122.687500 Penalty: 2890.366455
	Iteration 23Q: 3 clusters Score -656122.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -656123.000000 Penalty: 2890.366455
	Iteration 24Q: 3 clusters Score -656123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -656123.000000 Penalty: 2890.366455
	Iteration 25F: 3 clusters Score -656123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Entering Unmasked Estep 
Score: -96812.335938 Penalty: 1145.926514
	Iteration 0F: 2 clusters Score -96812.34 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 574 members 
Entering Unmasked Estep 
Score: -95270.742188 Penalty: 2291.853027
	Iteration 0F: 3 clusters Score -95270.74 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -95576.984375 Penalty: 2291.853027
	Iteration 1F: 3 clusters Score -95576.98 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -95695.242188 Penalty: 2291.853027
	Iteration 2F: 3 clusters Score -95695.24 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -95781.250000 Penalty: 2291.853027
	Iteration 3F: 3 clusters Score -95781.25 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -95846.398438 Penalty: 2291.853027
	Iteration 4Q: 3 clusters Score -95846.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -95902.132812 Penalty: 2291.853027
	Iteration 5Q: 3 clusters Score -95902.13 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -95973.585938 Penalty: 2291.853027
	Iteration 6Q: 3 clusters Score -95973.59 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -96062.828125 Penalty: 2291.853027
	Iteration 7Q: 3 clusters Score -96062.83 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -96138.898438 Penalty: 2291.853027
	Iteration 8Q: 3 clusters Score -96138.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -96194.140625 Penalty: 2291.853027
	Iteration 9Q: 3 clusters Score -96194.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -96239.703125 Penalty: 2291.853027
	Iteration 10Q: 3 clusters Score -96239.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -96271.437500 Penalty: 2291.853027
	Iteration 11Q: 3 clusters Score -96271.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -96290.289062 Penalty: 2291.853027
	Iteration 12Q: 3 clusters Score -96290.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -96308.750000 Penalty: 2291.853027
	Iteration 13Q: 3 clusters Score -96308.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -96318.710938 Penalty: 2291.853027
	Iteration 14Q: 3 clusters Score -96318.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -96323.984375 Penalty: 2291.853027
	Iteration 15Q: 3 clusters Score -96323.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -96324.976562 Penalty: 2291.853027
	Iteration 16Q: 3 clusters Score -96324.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -96324.976562 Penalty: 2291.853027
	Iteration 17F: 3 clusters Score -96324.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Entering Unmasked Estep 
Score: -646642.562500 Penalty: 1444.535034
	Iteration 0F: 2 clusters Score -646642.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -641237.750000 Penalty: 2889.070068
	Iteration 0F: 3 clusters Score -641237.8 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -642939.875000 Penalty: 2889.070068
	Iteration 1F: 3 clusters Score -642939.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -643156.187500 Penalty: 2889.070068
	Iteration 2F: 3 clusters Score -643156.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -643345.375000 Penalty: 2889.070068
	Iteration 3F: 3 clusters Score -643345.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -643534.750000 Penalty: 2889.070068
	Iteration 4Q: 3 clusters Score -643534.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -643774.437500 Penalty: 2889.070068
	Iteration 5F: 3 clusters Score -643774.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -644097.937500 Penalty: 2889.070068
	Iteration 6F: 3 clusters Score -644097.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -644430.937500 Penalty: 2889.070068
	Iteration 7F: 3 clusters Score -644430.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -644711.500000 Penalty: 2889.070068
	Iteration 8Q: 3 clusters Score -644711.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -644917.562500 Penalty: 2889.070068
	Iteration 9Q: 3 clusters Score -644917.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -645056.000000 Penalty: 2889.070068
	Iteration 10Q: 3 clusters Score -645056 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -645175.500000 Penalty: 2889.070068
	Iteration 11Q: 3 clusters Score -645175.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -645257.250000 Penalty: 2889.070068
	Iteration 12Q: 3 clusters Score -645257.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -645320.062500 Penalty: 2889.070068
	Iteration 13Q: 3 clusters Score -645320.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -645362.687500 Penalty: 2889.070068
	Iteration 14Q: 3 clusters Score -645362.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -645386.687500 Penalty: 2889.070068
	Iteration 15Q: 3 clusters Score -645386.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -645410.500000 Penalty: 2889.070068
	Iteration 16Q: 3 clusters Score -645410.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -645432.375000 Penalty: 2889.070068
	Iteration 17Q: 3 clusters Score -645432.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -645447.125000 Penalty: 2889.070068
	Iteration 18Q: 3 clusters Score -645447.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -645461.937500 Penalty: 2889.070068
	Iteration 19Q: 3 clusters Score -645461.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -645473.312500 Penalty: 2889.070068
	Iteration 20F: 3 clusters Score -645473.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -645477.687500 Penalty: 2889.070068
	Iteration 21Q: 3 clusters Score -645477.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -645482.812500 Penalty: 2889.070068
	Iteration 22Q: 3 clusters Score -645482.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -645493.750000 Penalty: 2889.070068
	Iteration 23Q: 3 clusters Score -645493.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -645504.250000 Penalty: 2889.070068
	Iteration 24Q: 3 clusters Score -645504.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -645522.500000 Penalty: 2889.070068
	Iteration 25Q: 3 clusters Score -645522.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -645530.250000 Penalty: 2889.070068
	Iteration 26Q: 3 clusters Score -645530.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -645541.250000 Penalty: 2889.070068
	Iteration 27Q: 3 clusters Score -645541.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -645550.937500 Penalty: 2889.070068
	Iteration 28Q: 3 clusters Score -645550.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -645556.812500 Penalty: 2889.070068
	Iteration 29Q: 3 clusters Score -645556.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -645559.125000 Penalty: 2889.070068
	Iteration 30Q: 3 clusters Score -645559.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -645560.625000 Penalty: 2889.070068
	Iteration 31Q: 3 clusters Score -645560.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -645564.375000 Penalty: 2889.070068
	Iteration 32Q: 3 clusters Score -645564.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -645565.500000 Penalty: 2889.070068
	Iteration 33Q: 3 clusters Score -645565.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -645567.687500 Penalty: 2889.070068
	Iteration 34Q: 3 clusters Score -645567.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -645569.500000 Penalty: 2889.070068
	Iteration 35Q: 3 clusters Score -645569.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -645569.500000 Penalty: 2889.070068
	Iteration 36Q: 3 clusters Score -645569.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -645569.500000 Penalty: 2889.070068
	Iteration 37F: 3 clusters Score -645569.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Entering Unmasked Estep 
Score: -701186.187500 Penalty: 1459.645752
	Iteration 0F: 2 clusters Score -701186.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -695284.125000 Penalty: 2919.291504
	Iteration 0F: 3 clusters Score -695284.1 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -697290.312500 Penalty: 2919.291504
	Iteration 1F: 3 clusters Score -697290.3 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -697673.625000 Penalty: 2919.291504
	Iteration 2F: 3 clusters Score -697673.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -698014.500000 Penalty: 2919.291504
	Iteration 3F: 3 clusters Score -698014.5 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -698365.062500 Penalty: 2919.291504
	Iteration 4F: 3 clusters Score -698365.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -698779.437500 Penalty: 2919.291504
	Iteration 5F: 3 clusters Score -698779.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -699219.562500 Penalty: 2919.291504
	Iteration 6F: 3 clusters Score -699219.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -699622.875000 Penalty: 2919.291504
	Iteration 7F: 3 clusters Score -699622.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -699985.937500 Penalty: 2919.291504
	Iteration 8F: 3 clusters Score -699985.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -700241.562500 Penalty: 2919.291504
	Iteration 9Q: 3 clusters Score -700241.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -700401.437500 Penalty: 2919.291504
	Iteration 10Q: 3 clusters Score -700401.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -700511.437500 Penalty: 2919.291504
	Iteration 11Q: 3 clusters Score -700511.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -700597.187500 Penalty: 2919.291504
	Iteration 12Q: 3 clusters Score -700597.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -700654.750000 Penalty: 2919.291504
	Iteration 13Q: 3 clusters Score -700654.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -700707.625000 Penalty: 2919.291504
	Iteration 14Q: 3 clusters Score -700707.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -700741.562500 Penalty: 2919.291504
	Iteration 15Q: 3 clusters Score -700741.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -700768.250000 Penalty: 2919.291504
	Iteration 16Q: 3 clusters Score -700768.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -700783.875000 Penalty: 2919.291504
	Iteration 17Q: 3 clusters Score -700783.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -700791.000000 Penalty: 2919.291504
	Iteration 18Q: 3 clusters Score -700791 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -700796.812500 Penalty: 2919.291504
	Iteration 19Q: 3 clusters Score -700796.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -700805.937500 Penalty: 2919.291504
	Iteration 20F: 3 clusters Score -700805.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -700820.125000 Penalty: 2919.291504
	Iteration 21Q: 3 clusters Score -700820.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -700835.250000 Penalty: 2919.291504
	Iteration 22Q: 3 clusters Score -700835.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -700845.687500 Penalty: 2919.291504
	Iteration 23Q: 3 clusters Score -700845.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -700855.875000 Penalty: 2919.291504
	Iteration 24Q: 3 clusters Score -700855.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -700868.562500 Penalty: 2919.291504
	Iteration 25Q: 3 clusters Score -700868.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -700879.687500 Penalty: 2919.291504
	Iteration 26Q: 3 clusters Score -700879.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -700887.312500 Penalty: 2919.291504
	Iteration 27Q: 3 clusters Score -700887.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -700892.625000 Penalty: 2919.291504
	Iteration 28Q: 3 clusters Score -700892.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -700894.125000 Penalty: 2919.291504
	Iteration 29Q: 3 clusters Score -700894.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -700896.750000 Penalty: 2919.291504
	Iteration 30Q: 3 clusters Score -700896.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -700900.875000 Penalty: 2919.291504
	Iteration 31Q: 3 clusters Score -700900.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -700900.687500 Penalty: 2919.291504
	Iteration 32Q: 3 clusters Score -700900.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -700902.062500 Penalty: 2919.291504
	Iteration 33Q: 3 clusters Score -700902.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -700903.000000 Penalty: 2919.291504
	Iteration 34Q: 3 clusters Score -700903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -700904.312500 Penalty: 2919.291504
	Iteration 35Q: 3 clusters Score -700904.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -700903.000000 Penalty: 2919.291504
	Iteration 36Q: 3 clusters Score -700903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -700903.000000 Penalty: 2919.291504
	Iteration 37F: 3 clusters Score -700903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (59477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59477 members 
Entering Unmasked Estep 
Score: -5481881.500000 Penalty: 1786.418579
	Iteration 0F: 2 clusters Score -5481882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -5442093.000000 Penalty: 3572.837158
	Iteration 0F: 3 clusters Score -5442093 nChanged 28128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -5457891.000000 Penalty: 3572.837158
	Iteration 1F: 3 clusters Score -5457891 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -5458251.000000 Penalty: 3572.837158
	Iteration 2Q: 3 clusters Score -5458251 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -5458746.000000 Penalty: 3572.837158
	Iteration 3Q: 3 clusters Score -5458746 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -5459459.000000 Penalty: 3572.837158
	Iteration 4Q: 3 clusters Score -5459459 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -5460640.500000 Penalty: 3572.837158
	Iteration 5Q: 3 clusters Score -5460640 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -5462818.500000 Penalty: 3572.837158
	Iteration 6F: 3 clusters Score -5462818 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -5466591.500000 Penalty: 3572.837158
	Iteration 7F: 3 clusters Score -5466592 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 50875 members 
Entering Unmasked Estep 
Score: -5471693.000000 Penalty: 3572.837158
	Iteration 8F: 3 clusters Score -5471693 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 55392 members 
Entering Unmasked Estep 
Score: -5476264.500000 Penalty: 3572.837158
	Iteration 9F: 3 clusters Score -5476264 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 57942 members 
Entering Unmasked Estep 
Score: -5478859.000000 Penalty: 3572.837158
	Iteration 10Q: 3 clusters Score -5478859 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 58974 members 
Entering Unmasked Estep 
Score: -5479842.000000 Penalty: 3572.837158
	Iteration 11Q: 3 clusters Score -5479842 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 59237 members 
Entering Unmasked Estep 
Score: -5480105.000000 Penalty: 3572.837158
	Iteration 12Q: 3 clusters Score -5480105 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 59300 members 
Entering Unmasked Estep 
Score: -5480197.000000 Penalty: 3572.837158
	Iteration 13Q: 3 clusters Score -5480197 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 59323 members 
Entering Unmasked Estep 
Score: -5480238.000000 Penalty: 3572.837158
	Iteration 14Q: 3 clusters Score -5480238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 59331 members 
Entering Unmasked Estep 
Score: -5480249.500000 Penalty: 3572.837158
	Iteration 15Q: 3 clusters Score -5480250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 59334 members 
Entering Unmasked Estep 
Score: -5480264.500000 Penalty: 3572.837158
	Iteration 16Q: 3 clusters Score -5480264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 59336 members 
Entering Unmasked Estep 
Score: -5480267.000000 Penalty: 3572.837158
	Iteration 17Q: 3 clusters Score -5480267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 59335 members 
Entering Unmasked Estep 
Score: -5480272.500000 Penalty: 3572.837158
	Iteration 18Q: 3 clusters Score -5480272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 59334 members 
Entering Unmasked Estep 
Score: -5480272.500000 Penalty: 3572.837158
	Iteration 19Q: 3 clusters Score -5480272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 59336 members 
Entering Unmasked Estep 
Score: -5480273.000000 Penalty: 3572.837158
	Iteration 20F: 3 clusters Score -5480273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 59338 members 
Entering Unmasked Estep 
Score: -5480278.000000 Penalty: 3572.837158
	Iteration 21Q: 3 clusters Score -5480278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 59340 members 
Entering Unmasked Estep 
Score: -5480286.500000 Penalty: 3572.837158
	Iteration 22Q: 3 clusters Score -5480286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 59341 members 
Entering Unmasked Estep 
Score: -5480284.000000 Penalty: 3572.837158
	Iteration 23Q: 3 clusters Score -5480284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 59342 members 
Entering Unmasked Estep 
Score: -5480287.000000 Penalty: 3572.837158
	Iteration 24Q: 3 clusters Score -5480287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 59342 members 
Entering Unmasked Estep 
Score: -5480287.000000 Penalty: 3572.837158
	Iteration 25F: 3 clusters Score -5480287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Entering Unmasked Estep 
Score: -187287.921875 Penalty: 1250.634521
	Iteration 0F: 2 clusters Score -187287.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -185072.968750 Penalty: 2501.269043
	Iteration 0F: 3 clusters Score -185073 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -185648.906250 Penalty: 2501.269043
	Iteration 1F: 3 clusters Score -185648.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -185946.453125 Penalty: 2501.269043
	Iteration 2F: 3 clusters Score -185946.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -186221.109375 Penalty: 2501.269043
	Iteration 3F: 3 clusters Score -186221.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -186452.468750 Penalty: 2501.269043
	Iteration 4F: 3 clusters Score -186452.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -186621.328125 Penalty: 2501.269043
	Iteration 5F: 3 clusters Score -186621.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -186760.578125 Penalty: 2501.269043
	Iteration 6Q: 3 clusters Score -186760.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -186844.609375 Penalty: 2501.269043
	Iteration 7Q: 3 clusters Score -186844.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -186906.609375 Penalty: 2501.269043
	Iteration 8Q: 3 clusters Score -186906.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -186963.375000 Penalty: 2501.269043
	Iteration 9Q: 3 clusters Score -186963.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -187008.140625 Penalty: 2501.269043
	Iteration 10Q: 3 clusters Score -187008.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -187052.437500 Penalty: 2501.269043
	Iteration 11Q: 3 clusters Score -187052.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -187096.375000 Penalty: 2501.269043
	Iteration 12Q: 3 clusters Score -187096.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -187139.546875 Penalty: 2501.269043
	Iteration 13Q: 3 clusters Score -187139.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -187181.921875 Penalty: 2501.269043
	Iteration 14Q: 3 clusters Score -187181.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -187231.828125 Penalty: 2501.269043
	Iteration 15Q: 3 clusters Score -187231.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -187267.671875 Penalty: 2501.269043
	Iteration 16Q: 3 clusters Score -187267.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -187291.468750 Penalty: 2501.269043
	Iteration 17Q: 3 clusters Score -187291.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -187316.375000 Penalty: 2501.269043
	Iteration 18Q: 3 clusters Score -187316.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -187336.406250 Penalty: 2501.269043
	Iteration 19Q: 3 clusters Score -187336.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -187355.359375 Penalty: 2501.269043
	Iteration 20F: 3 clusters Score -187355.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -187369.421875 Penalty: 2501.269043
	Iteration 21Q: 3 clusters Score -187369.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -187381.375000 Penalty: 2501.269043
	Iteration 22Q: 3 clusters Score -187381.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -187391.640625 Penalty: 2501.269043
	Iteration 23Q: 3 clusters Score -187391.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -187399.375000 Penalty: 2501.269043
	Iteration 24Q: 3 clusters Score -187399.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -187407.312500 Penalty: 2501.269043
	Iteration 25Q: 3 clusters Score -187407.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -187415.531250 Penalty: 2501.269043
	Iteration 26Q: 3 clusters Score -187415.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -187428.906250 Penalty: 2501.269043
	Iteration 27Q: 3 clusters Score -187428.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -187440.906250 Penalty: 2501.269043
	Iteration 28Q: 3 clusters Score -187440.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -187466.343750 Penalty: 2501.269043
	Iteration 29Q: 3 clusters Score -187466.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -187492.375000 Penalty: 2501.269043
	Iteration 30Q: 3 clusters Score -187492.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -187510.406250 Penalty: 2501.269043
	Iteration 31Q: 3 clusters Score -187510.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -187515.796875 Penalty: 2501.269043
	Iteration 32Q: 3 clusters Score -187515.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -187516.312500 Penalty: 2501.269043
	Iteration 33Q: 3 clusters Score -187516.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -187516.312500 Penalty: 2501.269043
	Iteration 34F: 3 clusters Score -187516.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63863 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11103 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 27456 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 14483 members 
Mstep: Class 10 contains 72048 members 
Mstep: Class 11 contains 24942 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124862 members 
Mstep: Class 14 contains 115321 members 
Mstep: Class 15 contains 59352 members 
Mstep: Class 16 contains 18501 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40756 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7962 members 
Mstep: Class 23 contains 59477 members 
Mstep: Class 24 contains 660 members 
Mstep: Class 25 contains 8721 members 
Mstep: Class 26 contains 63790 members 
Mstep: Class 27 contains 1792 members 
Mstep: Class 28 contains 20621 members 
Mstep: Class 29 contains 76543 members 
Mstep: Class 30 contains 4245 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 16825 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3701 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 13118 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4171 members 
Mstep: Class 43 contains 1540 members 
Entering Unmasked Estep 
Score: -84464704.000000 Penalty: 96238.460938
Splitting cluster 24 changes total score from -84465448.000000 to -84464704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (8721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Entering Unmasked Estep 
Score: -730764.750000 Penalty: 1474.442017
	Iteration 0F: 2 clusters Score -730764.8 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 4355 members 
Entering Unmasked Estep 
Score: -724353.687500 Penalty: 2948.884033
	Iteration 0F: 3 clusters Score -724353.7 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -726400.625000 Penalty: 2948.884033
	Iteration 1F: 3 clusters Score -726400.6 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -726775.375000 Penalty: 2948.884033
	Iteration 2F: 3 clusters Score -726775.4 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -727166.312500 Penalty: 2948.884033
	Iteration 3F: 3 clusters Score -727166.3 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -727547.625000 Penalty: 2948.884033
	Iteration 4F: 3 clusters Score -727547.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -727795.000000 Penalty: 2948.884033
	Iteration 5F: 3 clusters Score -727795 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -727969.250000 Penalty: 2948.884033
	Iteration 6Q: 3 clusters Score -727969.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -728116.937500 Penalty: 2948.884033
	Iteration 7Q: 3 clusters Score -728116.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -728254.812500 Penalty: 2948.884033
	Iteration 8Q: 3 clusters Score -728254.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -728360.250000 Penalty: 2948.884033
	Iteration 9Q: 3 clusters Score -728360.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -728451.875000 Penalty: 2948.884033
	Iteration 10Q: 3 clusters Score -728451.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -728533.437500 Penalty: 2948.884033
	Iteration 11Q: 3 clusters Score -728533.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -728600.812500 Penalty: 2948.884033
	Iteration 12Q: 3 clusters Score -728600.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -728652.437500 Penalty: 2948.884033
	Iteration 13Q: 3 clusters Score -728652.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -728699.125000 Penalty: 2948.884033
	Iteration 14Q: 3 clusters Score -728699.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -728738.937500 Penalty: 2948.884033
	Iteration 15Q: 3 clusters Score -728738.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -728772.562500 Penalty: 2948.884033
	Iteration 16Q: 3 clusters Score -728772.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -728804.000000 Penalty: 2948.884033
	Iteration 17Q: 3 clusters Score -728804 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -728823.062500 Penalty: 2948.884033
	Iteration 18Q: 3 clusters Score -728823.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -728837.812500 Penalty: 2948.884033
	Iteration 19Q: 3 clusters Score -728837.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -728843.687500 Penalty: 2948.884033
	Iteration 20F: 3 clusters Score -728843.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -728848.937500 Penalty: 2948.884033
	Iteration 21Q: 3 clusters Score -728848.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -728856.625000 Penalty: 2948.884033
	Iteration 22Q: 3 clusters Score -728856.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -728861.062500 Penalty: 2948.884033
	Iteration 23Q: 3 clusters Score -728861.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -728865.125000 Penalty: 2948.884033
	Iteration 24Q: 3 clusters Score -728865.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -728868.875000 Penalty: 2948.884033
	Iteration 25Q: 3 clusters Score -728868.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -728872.375000 Penalty: 2948.884033
	Iteration 26Q: 3 clusters Score -728872.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -728875.875000 Penalty: 2948.884033
	Iteration 27Q: 3 clusters Score -728875.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -728878.437500 Penalty: 2948.884033
	Iteration 28Q: 3 clusters Score -728878.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -728880.375000 Penalty: 2948.884033
	Iteration 29Q: 3 clusters Score -728880.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -728888.125000 Penalty: 2948.884033
	Iteration 30Q: 3 clusters Score -728888.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -728890.375000 Penalty: 2948.884033
	Iteration 31Q: 3 clusters Score -728890.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -728895.750000 Penalty: 2948.884033
	Iteration 32Q: 3 clusters Score -728895.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -728902.687500 Penalty: 2948.884033
	Iteration 33Q: 3 clusters Score -728902.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -728909.000000 Penalty: 2948.884033
	Iteration 34Q: 3 clusters Score -728909 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -728910.500000 Penalty: 2948.884033
	Iteration 35Q: 3 clusters Score -728910.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -728918.250000 Penalty: 2948.884033
	Iteration 36Q: 3 clusters Score -728918.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -728929.000000 Penalty: 2948.884033
	Iteration 37Q: 3 clusters Score -728929 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -728940.250000 Penalty: 2948.884033
	Iteration 38Q: 3 clusters Score -728940.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -728952.375000 Penalty: 2948.884033
	Iteration 39Q: 3 clusters Score -728952.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -728963.187500 Penalty: 2948.884033
	Iteration 40F: 3 clusters Score -728963.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -728973.375000 Penalty: 2948.884033
	Iteration 41Q: 3 clusters Score -728973.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -728979.250000 Penalty: 2948.884033
	Iteration 42Q: 3 clusters Score -728979.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -728987.687500 Penalty: 2948.884033
	Iteration 43Q: 3 clusters Score -728987.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -728990.500000 Penalty: 2948.884033
	Iteration 44Q: 3 clusters Score -728990.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -728996.437500 Penalty: 2948.884033
	Iteration 45Q: 3 clusters Score -728996.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -728999.250000 Penalty: 2948.884033
	Iteration 46Q: 3 clusters Score -728999.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -729009.437500 Penalty: 2948.884033
	Iteration 47Q: 3 clusters Score -729009.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -729018.625000 Penalty: 2948.884033
	Iteration 48Q: 3 clusters Score -729018.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -729029.312500 Penalty: 2948.884033
	Iteration 49Q: 3 clusters Score -729029.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -729039.687500 Penalty: 2948.884033
	Iteration 50Q: 3 clusters Score -729039.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -729056.125000 Penalty: 2948.884033
	Iteration 51Q: 3 clusters Score -729056.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -729074.875000 Penalty: 2948.884033
	Iteration 52Q: 3 clusters Score -729074.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -729094.312500 Penalty: 2948.884033
	Iteration 53Q: 3 clusters Score -729094.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -729112.062500 Penalty: 2948.884033
	Iteration 54Q: 3 clusters Score -729112.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -729128.812500 Penalty: 2948.884033
	Iteration 55Q: 3 clusters Score -729128.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -729145.625000 Penalty: 2948.884033
	Iteration 56Q: 3 clusters Score -729145.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -729157.312500 Penalty: 2948.884033
	Iteration 57Q: 3 clusters Score -729157.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -729167.312500 Penalty: 2948.884033
	Iteration 58Q: 3 clusters Score -729167.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -729175.250000 Penalty: 2948.884033
	Iteration 59Q: 3 clusters Score -729175.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -729183.687500 Penalty: 2948.884033
	Iteration 60F: 3 clusters Score -729183.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -729195.187500 Penalty: 2948.884033
	Iteration 61Q: 3 clusters Score -729195.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -729205.312500 Penalty: 2948.884033
	Iteration 62Q: 3 clusters Score -729205.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -729215.687500 Penalty: 2948.884033
	Iteration 63Q: 3 clusters Score -729215.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -729223.875000 Penalty: 2948.884033
	Iteration 64Q: 3 clusters Score -729223.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -729232.125000 Penalty: 2948.884033
	Iteration 65Q: 3 clusters Score -729232.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -729241.312500 Penalty: 2948.884033
	Iteration 66Q: 3 clusters Score -729241.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -729246.562500 Penalty: 2948.884033
	Iteration 67Q: 3 clusters Score -729246.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -729249.062500 Penalty: 2948.884033
	Iteration 68Q: 3 clusters Score -729249.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -729253.375000 Penalty: 2948.884033
	Iteration 69Q: 3 clusters Score -729253.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -729256.812500 Penalty: 2948.884033
	Iteration 70Q: 3 clusters Score -729256.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -729262.625000 Penalty: 2948.884033
	Iteration 71Q: 3 clusters Score -729262.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -729268.562500 Penalty: 2948.884033
	Iteration 72Q: 3 clusters Score -729268.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -729273.375000 Penalty: 2948.884033
	Iteration 73Q: 3 clusters Score -729273.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -729285.187500 Penalty: 2948.884033
	Iteration 74Q: 3 clusters Score -729285.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -729299.000000 Penalty: 2948.884033
	Iteration 75Q: 3 clusters Score -729299 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -729319.937500 Penalty: 2948.884033
	Iteration 76Q: 3 clusters Score -729319.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -729341.062500 Penalty: 2948.884033
	Iteration 77Q: 3 clusters Score -729341.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -729367.375000 Penalty: 2948.884033
	Iteration 78Q: 3 clusters Score -729367.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -729390.750000 Penalty: 2948.884033
	Iteration 79Q: 3 clusters Score -729390.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -729418.125000 Penalty: 2948.884033
	Iteration 80F: 3 clusters Score -729418.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -729446.312500 Penalty: 2948.884033
	Iteration 81Q: 3 clusters Score -729446.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -729463.750000 Penalty: 2948.884033
	Iteration 82Q: 3 clusters Score -729463.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -729472.687500 Penalty: 2948.884033
	Iteration 83Q: 3 clusters Score -729472.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -729486.250000 Penalty: 2948.884033
	Iteration 84Q: 3 clusters Score -729486.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -729497.562500 Penalty: 2948.884033
	Iteration 85Q: 3 clusters Score -729497.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -729508.875000 Penalty: 2948.884033
	Iteration 86Q: 3 clusters Score -729508.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -729520.750000 Penalty: 2948.884033
	Iteration 87Q: 3 clusters Score -729520.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -729533.437500 Penalty: 2948.884033
	Iteration 88Q: 3 clusters Score -729533.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -729548.187500 Penalty: 2948.884033
	Iteration 89Q: 3 clusters Score -729548.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -729557.750000 Penalty: 2948.884033
	Iteration 90Q: 3 clusters Score -729557.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -729568.250000 Penalty: 2948.884033
	Iteration 91Q: 3 clusters Score -729568.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -729575.500000 Penalty: 2948.884033
	Iteration 92Q: 3 clusters Score -729575.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -729583.875000 Penalty: 2948.884033
	Iteration 93Q: 3 clusters Score -729583.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -729593.500000 Penalty: 2948.884033
	Iteration 94Q: 3 clusters Score -729593.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -729599.812500 Penalty: 2948.884033
	Iteration 95Q: 3 clusters Score -729599.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -729604.187500 Penalty: 2948.884033
	Iteration 96Q: 3 clusters Score -729604.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -729613.875000 Penalty: 2948.884033
	Iteration 97Q: 3 clusters Score -729613.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -729617.125000 Penalty: 2948.884033
	Iteration 98Q: 3 clusters Score -729617.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -729623.562500 Penalty: 2948.884033
	Iteration 99Q: 3 clusters Score -729623.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -729631.000000 Penalty: 2948.884033
	Iteration 100F: 3 clusters Score -729631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -729633.250000 Penalty: 2948.884033
	Iteration 101Q: 3 clusters Score -729633.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -729633.687500 Penalty: 2948.884033
	Iteration 102Q: 3 clusters Score -729633.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -729637.437500 Penalty: 2948.884033
	Iteration 103Q: 3 clusters Score -729637.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -729640.000000 Penalty: 2948.884033
	Iteration 104Q: 3 clusters Score -729640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -729639.562500 Penalty: 2948.884033
	Iteration 105Q: 3 clusters Score -729639.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -729641.125000 Penalty: 2948.884033
	Iteration 106Q: 3 clusters Score -729641.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -729648.125000 Penalty: 2948.884033
	Iteration 107Q: 3 clusters Score -729648.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -729653.937500 Penalty: 2948.884033
	Iteration 108Q: 3 clusters Score -729653.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -729656.562500 Penalty: 2948.884033
	Iteration 109Q: 3 clusters Score -729656.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -729661.562500 Penalty: 2948.884033
	Iteration 110Q: 3 clusters Score -729661.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -729668.062500 Penalty: 2948.884033
	Iteration 111Q: 3 clusters Score -729668.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -729670.187500 Penalty: 2948.884033
	Iteration 112Q: 3 clusters Score -729670.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -729675.812500 Penalty: 2948.884033
	Iteration 113Q: 3 clusters Score -729675.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -729678.937500 Penalty: 2948.884033
	Iteration 114Q: 3 clusters Score -729678.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -729680.062500 Penalty: 2948.884033
	Iteration 115Q: 3 clusters Score -729680.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -729682.250000 Penalty: 2948.884033
	Iteration 116Q: 3 clusters Score -729682.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -729682.625000 Penalty: 2948.884033
	Iteration 117Q: 3 clusters Score -729682.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -729685.000000 Penalty: 2948.884033
	Iteration 118Q: 3 clusters Score -729685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -729689.000000 Penalty: 2948.884033
	Iteration 119Q: 3 clusters Score -729689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -729689.562500 Penalty: 2948.884033
	Iteration 120F: 3 clusters Score -729689.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -729694.375000 Penalty: 2948.884033
	Iteration 121Q: 3 clusters Score -729694.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -729697.437500 Penalty: 2948.884033
	Iteration 122Q: 3 clusters Score -729697.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -729702.312500 Penalty: 2948.884033
	Iteration 123Q: 3 clusters Score -729702.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -729703.250000 Penalty: 2948.884033
	Iteration 124Q: 3 clusters Score -729703.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -729705.125000 Penalty: 2948.884033
	Iteration 125Q: 3 clusters Score -729705.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -729705.437500 Penalty: 2948.884033
	Iteration 126Q: 3 clusters Score -729705.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -729704.812500 Penalty: 2948.884033
	Iteration 127Q: 3 clusters Score -729704.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -729704.750000 Penalty: 2948.884033
	Iteration 128Q: 3 clusters Score -729704.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -729705.500000 Penalty: 2948.884033
	Iteration 129Q: 3 clusters Score -729705.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -729705.187500 Penalty: 2948.884033
	Iteration 130Q: 3 clusters Score -729705.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -729707.250000 Penalty: 2948.884033
	Iteration 131Q: 3 clusters Score -729707.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -729707.312500 Penalty: 2948.884033
	Iteration 132Q: 3 clusters Score -729707.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -729709.687500 Penalty: 2948.884033
	Iteration 133Q: 3 clusters Score -729709.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -729711.312500 Penalty: 2948.884033
	Iteration 134Q: 3 clusters Score -729711.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -729714.375000 Penalty: 2948.884033
	Iteration 135Q: 3 clusters Score -729714.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -729716.312500 Penalty: 2948.884033
	Iteration 136Q: 3 clusters Score -729716.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -729716.312500 Penalty: 2948.884033
	Iteration 137Q: 3 clusters Score -729716.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -729717.562500 Penalty: 2948.884033
	Iteration 138Q: 3 clusters Score -729717.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -729717.562500 Penalty: 2948.884033
	Iteration 139Q: 3 clusters Score -729717.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -729719.875000 Penalty: 2948.884033
	Iteration 140F: 3 clusters Score -729719.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -729721.812500 Penalty: 2948.884033
	Iteration 141Q: 3 clusters Score -729721.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -729721.500000 Penalty: 2948.884033
	Iteration 142Q: 3 clusters Score -729721.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -729722.750000 Penalty: 2948.884033
	Iteration 143Q: 3 clusters Score -729722.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -729722.562500 Penalty: 2948.884033
	Iteration 144Q: 3 clusters Score -729722.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -729724.500000 Penalty: 2948.884033
	Iteration 145Q: 3 clusters Score -729724.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -729724.000000 Penalty: 2948.884033
	Iteration 146Q: 3 clusters Score -729724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -729724.000000 Penalty: 2948.884033
	Iteration 147F: 3 clusters Score -729724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (63790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63790 members 
Entering Unmasked Estep 
Score: -5906152.000000 Penalty: 1797.794678
	Iteration 0F: 2 clusters Score -5906152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -5863549.500000 Penalty: 3595.589355
	Iteration 0F: 3 clusters Score -5863550 nChanged 30219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -5880795.000000 Penalty: 3595.589355
	Iteration 1F: 3 clusters Score -5880795 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -5881569.000000 Penalty: 3595.589355
	Iteration 2Q: 3 clusters Score -5881569 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -5882691.000000 Penalty: 3595.589355
	Iteration 3Q: 3 clusters Score -5882691 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -5884367.000000 Penalty: 3595.589355
	Iteration 4F: 3 clusters Score -5884367 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -5886420.500000 Penalty: 3595.589355
	Iteration 5F: 3 clusters Score -5886420 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -5888780.500000 Penalty: 3595.589355
	Iteration 6F: 3 clusters Score -5888780 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -5891157.500000 Penalty: 3595.589355
	Iteration 7F: 3 clusters Score -5891158 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -5893436.000000 Penalty: 3595.589355
	Iteration 8F: 3 clusters Score -5893436 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50704 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -5895589.500000 Penalty: 3595.589355
	Iteration 9Q: 3 clusters Score -5895590 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53389 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -5897562.500000 Penalty: 3595.589355
	Iteration 10Q: 3 clusters Score -5897562 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55658 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -5899384.000000 Penalty: 3595.589355
	Iteration 11Q: 3 clusters Score -5899384 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57479 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -5900852.500000 Penalty: 3595.589355
	Iteration 12Q: 3 clusters Score -5900852 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58837 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -5901913.000000 Penalty: 3595.589355
	Iteration 13Q: 3 clusters Score -5901913 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59783 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -5902594.000000 Penalty: 3595.589355
	Iteration 14Q: 3 clusters Score -5902594 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60479 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -5903070.000000 Penalty: 3595.589355
	Iteration 15Q: 3 clusters Score -5903070 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61014 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -5903371.500000 Penalty: 3595.589355
	Iteration 16Q: 3 clusters Score -5903372 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61454 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -5903621.500000 Penalty: 3595.589355
	Iteration 17Q: 3 clusters Score -5903622 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61804 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -5903819.500000 Penalty: 3595.589355
	Iteration 18Q: 3 clusters Score -5903820 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62103 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -5903989.500000 Penalty: 3595.589355
	Iteration 19Q: 3 clusters Score -5903990 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62330 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -5904110.500000 Penalty: 3595.589355
	Iteration 20F: 3 clusters Score -5904110 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62515 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5904202.000000 Penalty: 3595.589355
	Iteration 21Q: 3 clusters Score -5904202 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62664 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -5904272.500000 Penalty: 3595.589355
	Iteration 22Q: 3 clusters Score -5904272 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62792 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -5904334.000000 Penalty: 3595.589355
	Iteration 23Q: 3 clusters Score -5904334 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62878 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5904380.000000 Penalty: 3595.589355
	Iteration 24Q: 3 clusters Score -5904380 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62963 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5904439.000000 Penalty: 3595.589355
	Iteration 25Q: 3 clusters Score -5904439 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63035 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5904486.500000 Penalty: 3595.589355
	Iteration 26Q: 3 clusters Score -5904486 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63092 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -5904508.000000 Penalty: 3595.589355
	Iteration 27Q: 3 clusters Score -5904508 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63141 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5904554.000000 Penalty: 3595.589355
	Iteration 28Q: 3 clusters Score -5904554 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63178 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5904572.000000 Penalty: 3595.589355
	Iteration 29Q: 3 clusters Score -5904572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63202 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5904585.000000 Penalty: 3595.589355
	Iteration 30Q: 3 clusters Score -5904585 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63220 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5904597.000000 Penalty: 3595.589355
	Iteration 31Q: 3 clusters Score -5904597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63228 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5904600.000000 Penalty: 3595.589355
	Iteration 32Q: 3 clusters Score -5904600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63237 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5904614.000000 Penalty: 3595.589355
	Iteration 33Q: 3 clusters Score -5904614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63244 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5904608.500000 Penalty: 3595.589355
	Iteration 34Q: 3 clusters Score -5904608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63247 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5904610.000000 Penalty: 3595.589355
	Iteration 35Q: 3 clusters Score -5904610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63250 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5904609.500000 Penalty: 3595.589355
	Iteration 36Q: 3 clusters Score -5904610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63252 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5904612.000000 Penalty: 3595.589355
	Iteration 37Q: 3 clusters Score -5904612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63255 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5904611.500000 Penalty: 3595.589355
	Iteration 38Q: 3 clusters Score -5904612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63257 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5904614.000000 Penalty: 3595.589355
	Iteration 39Q: 3 clusters Score -5904614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63259 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5904615.000000 Penalty: 3595.589355
	Iteration 40F: 3 clusters Score -5904615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63261 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5904618.500000 Penalty: 3595.589355
	Iteration 41Q: 3 clusters Score -5904618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63262 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5904620.000000 Penalty: 3595.589355
	Iteration 42Q: 3 clusters Score -5904620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63262 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5904620.000000 Penalty: 3595.589355
	Iteration 43F: 3 clusters Score -5904620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Entering Unmasked Estep 
Score: -127238.289062 Penalty: 1217.301758
	Iteration 0F: 2 clusters Score -127238.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -125341.109375 Penalty: 2434.603516
	Iteration 0F: 3 clusters Score -125341.1 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -125890.101562 Penalty: 2434.603516
	Iteration 1F: 3 clusters Score -125890.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -126065.453125 Penalty: 2434.603516
	Iteration 2F: 3 clusters Score -126065.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -126155.757812 Penalty: 2434.603516
	Iteration 3F: 3 clusters Score -126155.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -126234.656250 Penalty: 2434.603516
	Iteration 4Q: 3 clusters Score -126234.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -126280.242188 Penalty: 2434.603516
	Iteration 5Q: 3 clusters Score -126280.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -126308.414062 Penalty: 2434.603516
	Iteration 6Q: 3 clusters Score -126308.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -126342.890625 Penalty: 2434.603516
	Iteration 7Q: 3 clusters Score -126342.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -126371.109375 Penalty: 2434.603516
	Iteration 8Q: 3 clusters Score -126371.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -126405.054688 Penalty: 2434.603516
	Iteration 9Q: 3 clusters Score -126405.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -126433.359375 Penalty: 2434.603516
	Iteration 10Q: 3 clusters Score -126433.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -126477.984375 Penalty: 2434.603516
	Iteration 11Q: 3 clusters Score -126478 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -126507.546875 Penalty: 2434.603516
	Iteration 12Q: 3 clusters Score -126507.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -126523.195312 Penalty: 2434.603516
	Iteration 13Q: 3 clusters Score -126523.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -126533.250000 Penalty: 2434.603516
	Iteration 14Q: 3 clusters Score -126533.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -126543.890625 Penalty: 2434.603516
	Iteration 15Q: 3 clusters Score -126543.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -126555.867188 Penalty: 2434.603516
	Iteration 16Q: 3 clusters Score -126555.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -126573.132812 Penalty: 2434.603516
	Iteration 17Q: 3 clusters Score -126573.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -126583.593750 Penalty: 2434.603516
	Iteration 18Q: 3 clusters Score -126583.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -126593.632812 Penalty: 2434.603516
	Iteration 19Q: 3 clusters Score -126593.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -126601.914062 Penalty: 2434.603516
	Iteration 20F: 3 clusters Score -126601.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -126616.953125 Penalty: 2434.603516
	Iteration 21Q: 3 clusters Score -126617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -126626.273438 Penalty: 2434.603516
	Iteration 22Q: 3 clusters Score -126626.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -126639.679688 Penalty: 2434.603516
	Iteration 23Q: 3 clusters Score -126639.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -126656.351562 Penalty: 2434.603516
	Iteration 24Q: 3 clusters Score -126656.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -126679.335938 Penalty: 2434.603516
	Iteration 25Q: 3 clusters Score -126679.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -126706.867188 Penalty: 2434.603516
	Iteration 26Q: 3 clusters Score -126706.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -126745.375000 Penalty: 2434.603516
	Iteration 27Q: 3 clusters Score -126745.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -126775.984375 Penalty: 2434.603516
	Iteration 28Q: 3 clusters Score -126776 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -126810.570312 Penalty: 2434.603516
	Iteration 29Q: 3 clusters Score -126810.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -126842.406250 Penalty: 2434.603516
	Iteration 30Q: 3 clusters Score -126842.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -126869.132812 Penalty: 2434.603516
	Iteration 31Q: 3 clusters Score -126869.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -126894.242188 Penalty: 2434.603516
	Iteration 32Q: 3 clusters Score -126894.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -126909.210938 Penalty: 2434.603516
	Iteration 33Q: 3 clusters Score -126909.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -126920.320312 Penalty: 2434.603516
	Iteration 34Q: 3 clusters Score -126920.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -126926.960938 Penalty: 2434.603516
	Iteration 35Q: 3 clusters Score -126927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -126933.867188 Penalty: 2434.603516
	Iteration 36Q: 3 clusters Score -126933.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -126940.304688 Penalty: 2434.603516
	Iteration 37Q: 3 clusters Score -126940.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -126948.023438 Penalty: 2434.603516
	Iteration 38Q: 3 clusters Score -126948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -126953.382812 Penalty: 2434.603516
	Iteration 39Q: 3 clusters Score -126953.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -126957.406250 Penalty: 2434.603516
	Iteration 40F: 3 clusters Score -126957.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -126960.156250 Penalty: 2434.603516
	Iteration 41Q: 3 clusters Score -126960.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -126960.882812 Penalty: 2434.603516
	Iteration 42Q: 3 clusters Score -126960.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -126961.039062 Penalty: 2434.603516
	Iteration 43Q: 3 clusters Score -126961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -126961.039062 Penalty: 2434.603516
	Iteration 44F: 3 clusters Score -126961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (20621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Entering Unmasked Estep 
Score: -1864536.500000 Penalty: 1614.285522
	Iteration 0F: 2 clusters Score -1864536 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 10322 members 
Entering Unmasked Estep 
Score: -1850554.625000 Penalty: 3228.571045
	Iteration 0F: 3 clusters Score -1850555 nChanged 9289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1855894.000000 Penalty: 3228.571045
	Iteration 1F: 3 clusters Score -1855894 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1856511.125000 Penalty: 3228.571045
	Iteration 2F: 3 clusters Score -1856511 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1857119.500000 Penalty: 3228.571045
	Iteration 3F: 3 clusters Score -1857120 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1857703.000000 Penalty: 3228.571045
	Iteration 4F: 3 clusters Score -1857703 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1858232.750000 Penalty: 3228.571045
	Iteration 5F: 3 clusters Score -1858233 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1858663.250000 Penalty: 3228.571045
	Iteration 6Q: 3 clusters Score -1858663 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1859085.000000 Penalty: 3228.571045
	Iteration 7Q: 3 clusters Score -1859085 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1859508.750000 Penalty: 3228.571045
	Iteration 8Q: 3 clusters Score -1859509 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1859884.750000 Penalty: 3228.571045
	Iteration 9Q: 3 clusters Score -1859885 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1860193.000000 Penalty: 3228.571045
	Iteration 10Q: 3 clusters Score -1860193 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1860476.875000 Penalty: 3228.571045
	Iteration 11Q: 3 clusters Score -1860477 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1860720.375000 Penalty: 3228.571045
	Iteration 12Q: 3 clusters Score -1860720 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1860916.250000 Penalty: 3228.571045
	Iteration 13Q: 3 clusters Score -1860916 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1861067.875000 Penalty: 3228.571045
	Iteration 14Q: 3 clusters Score -1861068 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1861183.250000 Penalty: 3228.571045
	Iteration 15Q: 3 clusters Score -1861183 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -1861273.750000 Penalty: 3228.571045
	Iteration 16Q: 3 clusters Score -1861274 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -1861362.750000 Penalty: 3228.571045
	Iteration 17Q: 3 clusters Score -1861363 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -1861447.750000 Penalty: 3228.571045
	Iteration 18Q: 3 clusters Score -1861448 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -1861537.125000 Penalty: 3228.571045
	Iteration 19Q: 3 clusters Score -1861537 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1861651.875000 Penalty: 3228.571045
	Iteration 20F: 3 clusters Score -1861652 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1861771.375000 Penalty: 3228.571045
	Iteration 21Q: 3 clusters Score -1861771 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -1861903.375000 Penalty: 3228.571045
	Iteration 22Q: 3 clusters Score -1861903 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1862017.625000 Penalty: 3228.571045
	Iteration 23Q: 3 clusters Score -1862018 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1862136.875000 Penalty: 3228.571045
	Iteration 24Q: 3 clusters Score -1862137 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1862251.750000 Penalty: 3228.571045
	Iteration 25Q: 3 clusters Score -1862252 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -1862368.625000 Penalty: 3228.571045
	Iteration 26Q: 3 clusters Score -1862369 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1862497.375000 Penalty: 3228.571045
	Iteration 27Q: 3 clusters Score -1862497 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -1862633.875000 Penalty: 3228.571045
	Iteration 28Q: 3 clusters Score -1862634 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1862773.750000 Penalty: 3228.571045
	Iteration 29Q: 3 clusters Score -1862774 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1862904.500000 Penalty: 3228.571045
	Iteration 30Q: 3 clusters Score -1862904 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1863021.750000 Penalty: 3228.571045
	Iteration 31Q: 3 clusters Score -1863022 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1863156.125000 Penalty: 3228.571045
	Iteration 32Q: 3 clusters Score -1863156 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1863278.500000 Penalty: 3228.571045
	Iteration 33Q: 3 clusters Score -1863278 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1863399.125000 Penalty: 3228.571045
	Iteration 34Q: 3 clusters Score -1863399 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1863503.125000 Penalty: 3228.571045
	Iteration 35Q: 3 clusters Score -1863503 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1863583.375000 Penalty: 3228.571045
	Iteration 36Q: 3 clusters Score -1863583 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1863634.125000 Penalty: 3228.571045
	Iteration 37Q: 3 clusters Score -1863634 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1863672.250000 Penalty: 3228.571045
	Iteration 38Q: 3 clusters Score -1863672 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1863696.625000 Penalty: 3228.571045
	Iteration 39Q: 3 clusters Score -1863697 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1863742.750000 Penalty: 3228.571045
	Iteration 40F: 3 clusters Score -1863743 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1863768.375000 Penalty: 3228.571045
	Iteration 41Q: 3 clusters Score -1863768 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1863778.375000 Penalty: 3228.571045
	Iteration 42Q: 3 clusters Score -1863778 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1863789.000000 Penalty: 3228.571045
	Iteration 43Q: 3 clusters Score -1863789 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1863795.625000 Penalty: 3228.571045
	Iteration 44Q: 3 clusters Score -1863796 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1863792.750000 Penalty: 3228.571045
	Iteration 45Q: 3 clusters Score -1863793 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1863802.375000 Penalty: 3228.571045
	Iteration 46Q: 3 clusters Score -1863802 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1863807.000000 Penalty: 3228.571045
	Iteration 47Q: 3 clusters Score -1863807 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1863805.875000 Penalty: 3228.571045
	Iteration 48Q: 3 clusters Score -1863806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1863810.750000 Penalty: 3228.571045
	Iteration 49Q: 3 clusters Score -1863811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1863813.500000 Penalty: 3228.571045
	Iteration 50Q: 3 clusters Score -1863814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1863813.125000 Penalty: 3228.571045
	Iteration 51Q: 3 clusters Score -1863813 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1863812.500000 Penalty: 3228.571045
	Iteration 52Q: 3 clusters Score -1863812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1863816.000000 Penalty: 3228.571045
	Iteration 53Q: 3 clusters Score -1863816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -1863817.500000 Penalty: 3228.571045
	Iteration 54Q: 3 clusters Score -1863818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1863821.125000 Penalty: 3228.571045
	Iteration 55Q: 3 clusters Score -1863821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1863820.750000 Penalty: 3228.571045
	Iteration 56Q: 3 clusters Score -1863821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1863819.875000 Penalty: 3228.571045
	Iteration 57Q: 3 clusters Score -1863820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1863817.125000 Penalty: 3228.571045
	Iteration 58Q: 3 clusters Score -1863817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1863818.125000 Penalty: 3228.571045
	Iteration 59Q: 3 clusters Score -1863818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1863813.875000 Penalty: 3228.571045
	Iteration 60F: 3 clusters Score -1863814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1863816.000000 Penalty: 3228.571045
	Iteration 61Q: 3 clusters Score -1863816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1863816.375000 Penalty: 3228.571045
	Iteration 62Q: 3 clusters Score -1863816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1863816.375000 Penalty: 3228.571045
	Iteration 63F: 3 clusters Score -1863816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (76543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76543 members 
Entering Unmasked Estep 
Score: -7087232.000000 Penalty: 1827.411377
	Iteration 0F: 2 clusters Score -7087232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 38465 members 
Entering Unmasked Estep 
Score: -7035904.500000 Penalty: 3654.822754
	Iteration 0F: 3 clusters Score -7035904 nChanged 36495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 40932 members 
Entering Unmasked Estep 
Score: -7057093.000000 Penalty: 3654.822754
	Iteration 1F: 3 clusters Score -7057093 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -7057884.500000 Penalty: 3654.822754
	Iteration 2Q: 3 clusters Score -7057884 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 44863 members 
Entering Unmasked Estep 
Score: -7059010.500000 Penalty: 3654.822754
	Iteration 3Q: 3 clusters Score -7059010 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 48356 members 
Entering Unmasked Estep 
Score: -7060996.500000 Penalty: 3654.822754
	Iteration 4F: 3 clusters Score -7060996 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 53177 members 
Entering Unmasked Estep 
Score: -7064195.500000 Penalty: 3654.822754
	Iteration 5F: 3 clusters Score -7064196 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 59105 members 
Entering Unmasked Estep 
Score: -7068970.500000 Penalty: 3654.822754
	Iteration 6F: 3 clusters Score -7068970 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 65398 members 
Entering Unmasked Estep 
Score: -7074786.500000 Penalty: 3654.822754
	Iteration 7F: 3 clusters Score -7074786 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 70714 members 
Entering Unmasked Estep 
Score: -7079983.500000 Penalty: 3654.822754
	Iteration 8F: 3 clusters Score -7079984 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 74127 members 
Entering Unmasked Estep 
Score: -7083327.500000 Penalty: 3654.822754
	Iteration 9Q: 3 clusters Score -7083328 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 75696 members 
Entering Unmasked Estep 
Score: -7084790.000000 Penalty: 3654.822754
	Iteration 10Q: 3 clusters Score -7084790 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 76185 members 
Entering Unmasked Estep 
Score: -7085272.000000 Penalty: 3654.822754
	Iteration 11Q: 3 clusters Score -7085272 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 76322 members 
Entering Unmasked Estep 
Score: -7085445.500000 Penalty: 3654.822754
	Iteration 12Q: 3 clusters Score -7085446 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 76364 members 
Entering Unmasked Estep 
Score: -7085526.000000 Penalty: 3654.822754
	Iteration 13Q: 3 clusters Score -7085526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 76374 members 
Entering Unmasked Estep 
Score: -7085555.500000 Penalty: 3654.822754
	Iteration 14Q: 3 clusters Score -7085556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 76385 members 
Entering Unmasked Estep 
Score: -7085578.000000 Penalty: 3654.822754
	Iteration 15Q: 3 clusters Score -7085578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 76383 members 
Entering Unmasked Estep 
Score: -7085589.000000 Penalty: 3654.822754
	Iteration 16Q: 3 clusters Score -7085589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 76383 members 
Entering Unmasked Estep 
Score: -7085592.000000 Penalty: 3654.822754
	Iteration 17Q: 3 clusters Score -7085592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 76383 members 
Entering Unmasked Estep 
Score: -7085598.000000 Penalty: 3654.822754
	Iteration 18Q: 3 clusters Score -7085598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 76381 members 
Entering Unmasked Estep 
Score: -7085598.000000 Penalty: 3654.822754
	Iteration 19Q: 3 clusters Score -7085598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 76381 members 
Entering Unmasked Estep 
Score: -7085598.000000 Penalty: 3654.822754
	Iteration 20F: 3 clusters Score -7085598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Entering Unmasked Estep 
Score: -362012.687500 Penalty: 1357.443359
	Iteration 0F: 2 clusters Score -362012.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -358550.125000 Penalty: 2714.886719
	Iteration 0F: 3 clusters Score -358550.1 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -359678.562500 Penalty: 2714.886719
	Iteration 1F: 3 clusters Score -359678.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -360186.593750 Penalty: 2714.886719
	Iteration 2F: 3 clusters Score -360186.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -360484.125000 Penalty: 2714.886719
	Iteration 3F: 3 clusters Score -360484.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -360679.718750 Penalty: 2714.886719
	Iteration 4F: 3 clusters Score -360679.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -360832.656250 Penalty: 2714.886719
	Iteration 5Q: 3 clusters Score -360832.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -360972.687500 Penalty: 2714.886719
	Iteration 6Q: 3 clusters Score -360972.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -361097.593750 Penalty: 2714.886719
	Iteration 7Q: 3 clusters Score -361097.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -361218.906250 Penalty: 2714.886719
	Iteration 8Q: 3 clusters Score -361218.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -361340.218750 Penalty: 2714.886719
	Iteration 9Q: 3 clusters Score -361340.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -361429.406250 Penalty: 2714.886719
	Iteration 10Q: 3 clusters Score -361429.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -361497.500000 Penalty: 2714.886719
	Iteration 11Q: 3 clusters Score -361497.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -361553.125000 Penalty: 2714.886719
	Iteration 12Q: 3 clusters Score -361553.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -361588.750000 Penalty: 2714.886719
	Iteration 13Q: 3 clusters Score -361588.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -361612.468750 Penalty: 2714.886719
	Iteration 14Q: 3 clusters Score -361612.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -361637.218750 Penalty: 2714.886719
	Iteration 15Q: 3 clusters Score -361637.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -361657.562500 Penalty: 2714.886719
	Iteration 16Q: 3 clusters Score -361657.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -361686.343750 Penalty: 2714.886719
	Iteration 17Q: 3 clusters Score -361686.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -361723.468750 Penalty: 2714.886719
	Iteration 18Q: 3 clusters Score -361723.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -361757.468750 Penalty: 2714.886719
	Iteration 19Q: 3 clusters Score -361757.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -361793.750000 Penalty: 2714.886719
	Iteration 20F: 3 clusters Score -361793.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -361822.093750 Penalty: 2714.886719
	Iteration 21Q: 3 clusters Score -361822.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -361853.562500 Penalty: 2714.886719
	Iteration 22Q: 3 clusters Score -361853.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -361886.562500 Penalty: 2714.886719
	Iteration 23Q: 3 clusters Score -361886.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -361926.062500 Penalty: 2714.886719
	Iteration 24Q: 3 clusters Score -361926.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -361969.250000 Penalty: 2714.886719
	Iteration 25Q: 3 clusters Score -361969.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -362011.593750 Penalty: 2714.886719
	Iteration 26Q: 3 clusters Score -362011.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -362045.906250 Penalty: 2714.886719
	Iteration 27Q: 3 clusters Score -362045.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -362089.437500 Penalty: 2714.886719
	Iteration 28Q: 3 clusters Score -362089.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -362167.937500 Penalty: 2714.886719
	Iteration 29Q: 3 clusters Score -362167.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -362247.062500 Penalty: 2714.886719
	Iteration 30Q: 3 clusters Score -362247.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -362293.218750 Penalty: 2714.886719
	Iteration 31Q: 3 clusters Score -362293.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -362326.750000 Penalty: 2714.886719
	Iteration 32Q: 3 clusters Score -362326.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -362341.000000 Penalty: 2714.886719
	Iteration 33Q: 3 clusters Score -362341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -362345.437500 Penalty: 2714.886719
	Iteration 34Q: 3 clusters Score -362345.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -362348.468750 Penalty: 2714.886719
	Iteration 35Q: 3 clusters Score -362348.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -362351.062500 Penalty: 2714.886719
	Iteration 36Q: 3 clusters Score -362351.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -362355.437500 Penalty: 2714.886719
	Iteration 37Q: 3 clusters Score -362355.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -362357.625000 Penalty: 2714.886719
	Iteration 38Q: 3 clusters Score -362357.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -362358.031250 Penalty: 2714.886719
	Iteration 39Q: 3 clusters Score -362358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -362370.312500 Penalty: 2714.886719
	Iteration 40F: 3 clusters Score -362370.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -362379.812500 Penalty: 2714.886719
	Iteration 41Q: 3 clusters Score -362379.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -362382.656250 Penalty: 2714.886719
	Iteration 42Q: 3 clusters Score -362382.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -362390.218750 Penalty: 2714.886719
	Iteration 43Q: 3 clusters Score -362390.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -362393.000000 Penalty: 2714.886719
	Iteration 44Q: 3 clusters Score -362393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -362394.156250 Penalty: 2714.886719
	Iteration 45Q: 3 clusters Score -362394.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -362396.906250 Penalty: 2714.886719
	Iteration 46Q: 3 clusters Score -362396.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -362398.437500 Penalty: 2714.886719
	Iteration 47Q: 3 clusters Score -362398.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -362400.125000 Penalty: 2714.886719
	Iteration 48Q: 3 clusters Score -362400.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -362405.625000 Penalty: 2714.886719
	Iteration 49Q: 3 clusters Score -362405.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -362415.093750 Penalty: 2714.886719
	Iteration 50Q: 3 clusters Score -362415.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -362428.125000 Penalty: 2714.886719
	Iteration 51Q: 3 clusters Score -362428.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -362442.906250 Penalty: 2714.886719
	Iteration 52Q: 3 clusters Score -362442.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -362444.218750 Penalty: 2714.886719
	Iteration 53Q: 3 clusters Score -362444.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -362447.437500 Penalty: 2714.886719
	Iteration 54Q: 3 clusters Score -362447.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -362447.625000 Penalty: 2714.886719
	Iteration 55Q: 3 clusters Score -362447.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -362447.625000 Penalty: 2714.886719
	Iteration 56F: 3 clusters Score -362447.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63863 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11103 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 27456 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 14483 members 
Mstep: Class 10 contains 72048 members 
Mstep: Class 11 contains 24942 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124862 members 
Mstep: Class 14 contains 115321 members 
Mstep: Class 15 contains 59352 members 
Mstep: Class 16 contains 18501 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40756 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7962 members 
Mstep: Class 23 contains 59477 members 
Mstep: Class 24 contains 2200 members 
Mstep: Class 25 contains 8721 members 
Mstep: Class 26 contains 63790 members 
Mstep: Class 27 contains 1792 members 
Mstep: Class 28 contains 20621 members 
Mstep: Class 29 contains 76543 members 
Mstep: Class 30 contains 991 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 16825 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3701 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 13118 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4171 members 
Mstep: Class 43 contains 3254 members 
Entering Unmasked Estep 
Score: -84465000.000000 Penalty: 96238.460938
Splitting cluster 30 changes total score from -84465448.000000 to -84465000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (1083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Entering Unmasked Estep 
Score: -90984.757812 Penalty: 1135.467163
	Iteration 0F: 2 clusters Score -90984.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -89543.468750 Penalty: 2270.934326
	Iteration 0F: 3 clusters Score -89543.47 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -89860.453125 Penalty: 2270.934326
	Iteration 1F: 3 clusters Score -89860.45 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -89996.031250 Penalty: 2270.934326
	Iteration 2F: 3 clusters Score -89996.03 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -90080.500000 Penalty: 2270.934326
	Iteration 3F: 3 clusters Score -90080.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -90125.617188 Penalty: 2270.934326
	Iteration 4Q: 3 clusters Score -90125.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -90153.382812 Penalty: 2270.934326
	Iteration 5Q: 3 clusters Score -90153.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -90177.117188 Penalty: 2270.934326
	Iteration 6Q: 3 clusters Score -90177.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -90206.531250 Penalty: 2270.934326
	Iteration 7Q: 3 clusters Score -90206.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -90219.031250 Penalty: 2270.934326
	Iteration 8Q: 3 clusters Score -90219.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -90228.796875 Penalty: 2270.934326
	Iteration 9Q: 3 clusters Score -90228.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -90240.164062 Penalty: 2270.934326
	Iteration 10Q: 3 clusters Score -90240.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -90250.968750 Penalty: 2270.934326
	Iteration 11Q: 3 clusters Score -90250.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -90257.390625 Penalty: 2270.934326
	Iteration 12Q: 3 clusters Score -90257.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -90259.375000 Penalty: 2270.934326
	Iteration 13Q: 3 clusters Score -90259.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -90260.687500 Penalty: 2270.934326
	Iteration 14Q: 3 clusters Score -90260.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -90263.742188 Penalty: 2270.934326
	Iteration 15Q: 3 clusters Score -90263.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -90267.171875 Penalty: 2270.934326
	Iteration 16Q: 3 clusters Score -90267.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -90276.851562 Penalty: 2270.934326
	Iteration 17Q: 3 clusters Score -90276.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -90292.859375 Penalty: 2270.934326
	Iteration 18Q: 3 clusters Score -90292.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -90316.656250 Penalty: 2270.934326
	Iteration 19Q: 3 clusters Score -90316.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -90343.484375 Penalty: 2270.934326
	Iteration 20F: 3 clusters Score -90343.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -90362.421875 Penalty: 2270.934326
	Iteration 21Q: 3 clusters Score -90362.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -90379.296875 Penalty: 2270.934326
	Iteration 22Q: 3 clusters Score -90379.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -90395.718750 Penalty: 2270.934326
	Iteration 23Q: 3 clusters Score -90395.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -90402.726562 Penalty: 2270.934326
	Iteration 24Q: 3 clusters Score -90402.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -90406.601562 Penalty: 2270.934326
	Iteration 25Q: 3 clusters Score -90406.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -90409.328125 Penalty: 2270.934326
	Iteration 26Q: 3 clusters Score -90409.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -90411.210938 Penalty: 2270.934326
	Iteration 27Q: 3 clusters Score -90411.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -90412.218750 Penalty: 2270.934326
	Iteration 28Q: 3 clusters Score -90412.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -90413.601562 Penalty: 2270.934326
	Iteration 29Q: 3 clusters Score -90413.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -90413.601562 Penalty: 2270.934326
	Iteration 30F: 3 clusters Score -90413.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Entering Unmasked Estep 
Score: -126025.640625 Penalty: 1179.720703
	Iteration 0F: 2 clusters Score -126025.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -124288.234375 Penalty: 2359.441406
	Iteration 0F: 3 clusters Score -124288.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -124579.304688 Penalty: 2359.441406
	Iteration 1F: 3 clusters Score -124579.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -124657.867188 Penalty: 2359.441406
	Iteration 2F: 3 clusters Score -124657.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -124699.203125 Penalty: 2359.441406
	Iteration 3Q: 3 clusters Score -124699.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -124732.070312 Penalty: 2359.441406
	Iteration 4Q: 3 clusters Score -124732.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -124751.445312 Penalty: 2359.441406
	Iteration 5Q: 3 clusters Score -124751.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -124764.984375 Penalty: 2359.441406
	Iteration 6Q: 3 clusters Score -124765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -124781.351562 Penalty: 2359.441406
	Iteration 7Q: 3 clusters Score -124781.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -124790.781250 Penalty: 2359.441406
	Iteration 8Q: 3 clusters Score -124790.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -124798.054688 Penalty: 2359.441406
	Iteration 9Q: 3 clusters Score -124798.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -124802.617188 Penalty: 2359.441406
	Iteration 10Q: 3 clusters Score -124802.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -124807.960938 Penalty: 2359.441406
	Iteration 11Q: 3 clusters Score -124808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -124817.062500 Penalty: 2359.441406
	Iteration 12Q: 3 clusters Score -124817.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -124825.742188 Penalty: 2359.441406
	Iteration 13Q: 3 clusters Score -124825.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -124842.250000 Penalty: 2359.441406
	Iteration 14Q: 3 clusters Score -124842.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -124883.054688 Penalty: 2359.441406
	Iteration 15Q: 3 clusters Score -124883.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -124908.710938 Penalty: 2359.441406
	Iteration 16Q: 3 clusters Score -124908.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -124929.890625 Penalty: 2359.441406
	Iteration 17Q: 3 clusters Score -124929.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -124959.117188 Penalty: 2359.441406
	Iteration 18Q: 3 clusters Score -124959.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -125000.695312 Penalty: 2359.441406
	Iteration 19Q: 3 clusters Score -125000.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -125048.601562 Penalty: 2359.441406
	Iteration 20F: 3 clusters Score -125048.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -125089.156250 Penalty: 2359.441406
	Iteration 21Q: 3 clusters Score -125089.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -125113.195312 Penalty: 2359.441406
	Iteration 22Q: 3 clusters Score -125113.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -125134.640625 Penalty: 2359.441406
	Iteration 23Q: 3 clusters Score -125134.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -125146.734375 Penalty: 2359.441406
	Iteration 24Q: 3 clusters Score -125146.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -125156.734375 Penalty: 2359.441406
	Iteration 25Q: 3 clusters Score -125156.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -125164.968750 Penalty: 2359.441406
	Iteration 26Q: 3 clusters Score -125165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -125171.015625 Penalty: 2359.441406
	Iteration 27Q: 3 clusters Score -125171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -125174.210938 Penalty: 2359.441406
	Iteration 28Q: 3 clusters Score -125174.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -125181.859375 Penalty: 2359.441406
	Iteration 29Q: 3 clusters Score -125181.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -125191.750000 Penalty: 2359.441406
	Iteration 30Q: 3 clusters Score -125191.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -125204.476562 Penalty: 2359.441406
	Iteration 31Q: 3 clusters Score -125204.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -125212.000000 Penalty: 2359.441406
	Iteration 32Q: 3 clusters Score -125212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -125218.492188 Penalty: 2359.441406
	Iteration 33Q: 3 clusters Score -125218.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -125225.203125 Penalty: 2359.441406
	Iteration 34Q: 3 clusters Score -125225.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -125234.695312 Penalty: 2359.441406
	Iteration 35Q: 3 clusters Score -125234.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -125243.882812 Penalty: 2359.441406
	Iteration 36Q: 3 clusters Score -125243.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -125255.507812 Penalty: 2359.441406
	Iteration 37Q: 3 clusters Score -125255.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -125273.140625 Penalty: 2359.441406
	Iteration 38Q: 3 clusters Score -125273.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -125292.601562 Penalty: 2359.441406
	Iteration 39Q: 3 clusters Score -125292.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -125306.359375 Penalty: 2359.441406
	Iteration 40F: 3 clusters Score -125306.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -125320.109375 Penalty: 2359.441406
	Iteration 41Q: 3 clusters Score -125320.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -125328.789062 Penalty: 2359.441406
	Iteration 42Q: 3 clusters Score -125328.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -125332.601562 Penalty: 2359.441406
	Iteration 43Q: 3 clusters Score -125332.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -125334.273438 Penalty: 2359.441406
	Iteration 44Q: 3 clusters Score -125334.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -125334.546875 Penalty: 2359.441406
	Iteration 45Q: 3 clusters Score -125334.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -125335.726562 Penalty: 2359.441406
	Iteration 46Q: 3 clusters Score -125335.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -125336.804688 Penalty: 2359.441406
	Iteration 47Q: 3 clusters Score -125336.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -125337.562500 Penalty: 2359.441406
	Iteration 48Q: 3 clusters Score -125337.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -125337.937500 Penalty: 2359.441406
	Iteration 49Q: 3 clusters Score -125337.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -125341.164062 Penalty: 2359.441406
	Iteration 50Q: 3 clusters Score -125341.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -125344.234375 Penalty: 2359.441406
	Iteration 51Q: 3 clusters Score -125344.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -125344.234375 Penalty: 2359.441406
	Iteration 52F: 3 clusters Score -125344.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (16825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Entering Unmasked Estep 
Score: -1410766.125000 Penalty: 1581.225952
	Iteration 0F: 2 clusters Score -1410766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1399203.500000 Penalty: 3162.451904
	Iteration 0F: 3 clusters Score -1399204 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1403610.500000 Penalty: 3162.451904
	Iteration 1F: 3 clusters Score -1403610 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1404356.000000 Penalty: 3162.451904
	Iteration 2F: 3 clusters Score -1404356 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1405251.375000 Penalty: 3162.451904
	Iteration 3F: 3 clusters Score -1405251 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1406260.250000 Penalty: 3162.451904
	Iteration 4F: 3 clusters Score -1406260 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1407247.125000 Penalty: 3162.451904
	Iteration 5F: 3 clusters Score -1407247 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1408002.750000 Penalty: 3162.451904
	Iteration 6F: 3 clusters Score -1408003 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1408497.375000 Penalty: 3162.451904
	Iteration 7Q: 3 clusters Score -1408497 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1408806.375000 Penalty: 3162.451904
	Iteration 8Q: 3 clusters Score -1408806 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1408978.875000 Penalty: 3162.451904
	Iteration 9Q: 3 clusters Score -1408979 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1409071.625000 Penalty: 3162.451904
	Iteration 10Q: 3 clusters Score -1409072 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1409118.000000 Penalty: 3162.451904
	Iteration 11Q: 3 clusters Score -1409118 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1409143.625000 Penalty: 3162.451904
	Iteration 12Q: 3 clusters Score -1409144 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1409166.875000 Penalty: 3162.451904
	Iteration 13Q: 3 clusters Score -1409167 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1409184.375000 Penalty: 3162.451904
	Iteration 14Q: 3 clusters Score -1409184 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1409213.500000 Penalty: 3162.451904
	Iteration 15Q: 3 clusters Score -1409214 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1409235.250000 Penalty: 3162.451904
	Iteration 16Q: 3 clusters Score -1409235 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1409257.875000 Penalty: 3162.451904
	Iteration 17Q: 3 clusters Score -1409258 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1409271.250000 Penalty: 3162.451904
	Iteration 18Q: 3 clusters Score -1409271 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1409291.000000 Penalty: 3162.451904
	Iteration 19Q: 3 clusters Score -1409291 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1409304.125000 Penalty: 3162.451904
	Iteration 20F: 3 clusters Score -1409304 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1409320.000000 Penalty: 3162.451904
	Iteration 21Q: 3 clusters Score -1409320 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1409339.875000 Penalty: 3162.451904
	Iteration 22Q: 3 clusters Score -1409340 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1409359.000000 Penalty: 3162.451904
	Iteration 23Q: 3 clusters Score -1409359 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1409386.125000 Penalty: 3162.451904
	Iteration 24Q: 3 clusters Score -1409386 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1409409.625000 Penalty: 3162.451904
	Iteration 25Q: 3 clusters Score -1409410 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1409428.625000 Penalty: 3162.451904
	Iteration 26Q: 3 clusters Score -1409429 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1409442.375000 Penalty: 3162.451904
	Iteration 27Q: 3 clusters Score -1409442 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1409458.750000 Penalty: 3162.451904
	Iteration 28Q: 3 clusters Score -1409459 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1409471.125000 Penalty: 3162.451904
	Iteration 29Q: 3 clusters Score -1409471 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1409486.750000 Penalty: 3162.451904
	Iteration 30Q: 3 clusters Score -1409487 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1409503.125000 Penalty: 3162.451904
	Iteration 31Q: 3 clusters Score -1409503 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1409515.500000 Penalty: 3162.451904
	Iteration 32Q: 3 clusters Score -1409516 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1409523.125000 Penalty: 3162.451904
	Iteration 33Q: 3 clusters Score -1409523 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1409536.250000 Penalty: 3162.451904
	Iteration 34Q: 3 clusters Score -1409536 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1409542.375000 Penalty: 3162.451904
	Iteration 35Q: 3 clusters Score -1409542 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1409551.625000 Penalty: 3162.451904
	Iteration 36Q: 3 clusters Score -1409552 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1409567.375000 Penalty: 3162.451904
	Iteration 37Q: 3 clusters Score -1409567 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -1409567.625000 Penalty: 3162.451904
	Iteration 38Q: 3 clusters Score -1409568 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1409579.000000 Penalty: 3162.451904
	Iteration 39Q: 3 clusters Score -1409579 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -1409594.875000 Penalty: 3162.451904
	Iteration 40F: 3 clusters Score -1409595 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1409605.125000 Penalty: 3162.451904
	Iteration 41Q: 3 clusters Score -1409605 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1409614.875000 Penalty: 3162.451904
	Iteration 42Q: 3 clusters Score -1409615 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1409626.375000 Penalty: 3162.451904
	Iteration 43Q: 3 clusters Score -1409626 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1409642.625000 Penalty: 3162.451904
	Iteration 44Q: 3 clusters Score -1409643 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1409647.125000 Penalty: 3162.451904
	Iteration 45Q: 3 clusters Score -1409647 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1409661.500000 Penalty: 3162.451904
	Iteration 46Q: 3 clusters Score -1409662 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1409668.500000 Penalty: 3162.451904
	Iteration 47Q: 3 clusters Score -1409668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -1409675.500000 Penalty: 3162.451904
	Iteration 48Q: 3 clusters Score -1409676 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -1409677.875000 Penalty: 3162.451904
	Iteration 49Q: 3 clusters Score -1409678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1409682.125000 Penalty: 3162.451904
	Iteration 50Q: 3 clusters Score -1409682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -1409681.125000 Penalty: 3162.451904
	Iteration 51Q: 3 clusters Score -1409681 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -1409683.750000 Penalty: 3162.451904
	Iteration 52Q: 3 clusters Score -1409684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -1409683.250000 Penalty: 3162.451904
	Iteration 53Q: 3 clusters Score -1409683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1409687.625000 Penalty: 3162.451904
	Iteration 54Q: 3 clusters Score -1409688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -1409691.500000 Penalty: 3162.451904
	Iteration 55Q: 3 clusters Score -1409692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1409693.375000 Penalty: 3162.451904
	Iteration 56Q: 3 clusters Score -1409693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -1409696.000000 Penalty: 3162.451904
	Iteration 57Q: 3 clusters Score -1409696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -1409698.375000 Penalty: 3162.451904
	Iteration 58Q: 3 clusters Score -1409698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -1409695.000000 Penalty: 3162.451904
	Iteration 59Q: 3 clusters Score -1409695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1409693.625000 Penalty: 3162.451904
	Iteration 60F: 3 clusters Score -1409694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -1409697.875000 Penalty: 3162.451904
	Iteration 61Q: 3 clusters Score -1409698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1409702.625000 Penalty: 3162.451904
	Iteration 62Q: 3 clusters Score -1409703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -1409703.125000 Penalty: 3162.451904
	Iteration 63Q: 3 clusters Score -1409703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1409704.500000 Penalty: 3162.451904
	Iteration 64Q: 3 clusters Score -1409704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1409704.875000 Penalty: 3162.451904
	Iteration 65Q: 3 clusters Score -1409705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1409704.125000 Penalty: 3162.451904
	Iteration 66Q: 3 clusters Score -1409704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -1409705.500000 Penalty: 3162.451904
	Iteration 67Q: 3 clusters Score -1409706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1409705.000000 Penalty: 3162.451904
	Iteration 68Q: 3 clusters Score -1409705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1409705.500000 Penalty: 3162.451904
	Iteration 69Q: 3 clusters Score -1409706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1409704.625000 Penalty: 3162.451904
	Iteration 70Q: 3 clusters Score -1409705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1409707.875000 Penalty: 3162.451904
	Iteration 71Q: 3 clusters Score -1409708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1409709.125000 Penalty: 3162.451904
	Iteration 72Q: 3 clusters Score -1409709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1409709.500000 Penalty: 3162.451904
	Iteration 73Q: 3 clusters Score -1409710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1409713.250000 Penalty: 3162.451904
	Iteration 74Q: 3 clusters Score -1409713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1409715.125000 Penalty: 3162.451904
	Iteration 75Q: 3 clusters Score -1409715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1409715.250000 Penalty: 3162.451904
	Iteration 76Q: 3 clusters Score -1409715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1409714.750000 Penalty: 3162.451904
	Iteration 77Q: 3 clusters Score -1409715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1409716.000000 Penalty: 3162.451904
	Iteration 78Q: 3 clusters Score -1409716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1409717.250000 Penalty: 3162.451904
	Iteration 79Q: 3 clusters Score -1409717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1409718.000000 Penalty: 3162.451904
	Iteration 80F: 3 clusters Score -1409718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -1409718.250000 Penalty: 3162.451904
	Iteration 81Q: 3 clusters Score -1409718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1409717.375000 Penalty: 3162.451904
	Iteration 82Q: 3 clusters Score -1409717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1409717.375000 Penalty: 3162.451904
	Iteration 83Q: 3 clusters Score -1409717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1409717.375000 Penalty: 3162.451904
	Iteration 84F: 3 clusters Score -1409717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Entering Unmasked Estep 
Score: -86450.710938 Penalty: 1130.283813
	Iteration 0F: 2 clusters Score -86450.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -84964.781250 Penalty: 2260.567627
	Iteration 0F: 3 clusters Score -84964.78 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -85252.914062 Penalty: 2260.567627
	Iteration 1F: 3 clusters Score -85252.91 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -85348.320312 Penalty: 2260.567627
	Iteration 2F: 3 clusters Score -85348.32 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -85405.226562 Penalty: 2260.567627
	Iteration 3Q: 3 clusters Score -85405.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -85444.085938 Penalty: 2260.567627
	Iteration 4Q: 3 clusters Score -85444.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -85500.554688 Penalty: 2260.567627
	Iteration 5Q: 3 clusters Score -85500.55 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -85542.765625 Penalty: 2260.567627
	Iteration 6Q: 3 clusters Score -85542.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -85566.531250 Penalty: 2260.567627
	Iteration 7Q: 3 clusters Score -85566.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -85589.382812 Penalty: 2260.567627
	Iteration 8Q: 3 clusters Score -85589.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -85614.203125 Penalty: 2260.567627
	Iteration 9Q: 3 clusters Score -85614.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -85632.898438 Penalty: 2260.567627
	Iteration 10Q: 3 clusters Score -85632.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -85650.859375 Penalty: 2260.567627
	Iteration 11Q: 3 clusters Score -85650.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -85661.500000 Penalty: 2260.567627
	Iteration 12Q: 3 clusters Score -85661.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -85678.320312 Penalty: 2260.567627
	Iteration 13Q: 3 clusters Score -85678.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -85682.796875 Penalty: 2260.567627
	Iteration 14Q: 3 clusters Score -85682.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -85691.679688 Penalty: 2260.567627
	Iteration 15Q: 3 clusters Score -85691.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -85700.015625 Penalty: 2260.567627
	Iteration 16Q: 3 clusters Score -85700.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -85716.289062 Penalty: 2260.567627
	Iteration 17Q: 3 clusters Score -85716.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -85731.609375 Penalty: 2260.567627
	Iteration 18Q: 3 clusters Score -85731.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -85746.437500 Penalty: 2260.567627
	Iteration 19Q: 3 clusters Score -85746.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -85756.085938 Penalty: 2260.567627
	Iteration 20F: 3 clusters Score -85756.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -85761.039062 Penalty: 2260.567627
	Iteration 21Q: 3 clusters Score -85761.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -85763.820312 Penalty: 2260.567627
	Iteration 22Q: 3 clusters Score -85763.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -85764.765625 Penalty: 2260.567627
	Iteration 23Q: 3 clusters Score -85764.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -85765.554688 Penalty: 2260.567627
	Iteration 24Q: 3 clusters Score -85765.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -85766.093750 Penalty: 2260.567627
	Iteration 25Q: 3 clusters Score -85766.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -85766.937500 Penalty: 2260.567627
	Iteration 26Q: 3 clusters Score -85766.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -85767.562500 Penalty: 2260.567627
	Iteration 27Q: 3 clusters Score -85767.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -85767.562500 Penalty: 2260.567627
	Iteration 28F: 3 clusters Score -85767.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Entering Unmasked Estep 
Score: -69293.304688 Penalty: 1088.067261
	Iteration 0F: 2 clusters Score -69293.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -67974.132812 Penalty: 2176.134521
	Iteration 0F: 3 clusters Score -67974.13 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -68195.171875 Penalty: 2176.134521
	Iteration 1F: 3 clusters Score -68195.17 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -68270.570312 Penalty: 2176.134521
	Iteration 2F: 3 clusters Score -68270.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -68297.273438 Penalty: 2176.134521
	Iteration 3Q: 3 clusters Score -68297.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -68317.843750 Penalty: 2176.134521
	Iteration 4Q: 3 clusters Score -68317.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -68329.976562 Penalty: 2176.134521
	Iteration 5Q: 3 clusters Score -68329.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -68337.187500 Penalty: 2176.134521
	Iteration 6Q: 3 clusters Score -68337.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -68342.687500 Penalty: 2176.134521
	Iteration 7Q: 3 clusters Score -68342.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -68346.335938 Penalty: 2176.134521
	Iteration 8Q: 3 clusters Score -68346.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -68347.593750 Penalty: 2176.134521
	Iteration 9Q: 3 clusters Score -68347.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -68348.882812 Penalty: 2176.134521
	Iteration 10Q: 3 clusters Score -68348.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -68350.273438 Penalty: 2176.134521
	Iteration 11Q: 3 clusters Score -68350.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -68350.765625 Penalty: 2176.134521
	Iteration 12Q: 3 clusters Score -68350.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -68352.468750 Penalty: 2176.134521
	Iteration 13Q: 3 clusters Score -68352.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -68352.890625 Penalty: 2176.134521
	Iteration 14Q: 3 clusters Score -68352.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -68353.304688 Penalty: 2176.134521
	Iteration 15Q: 3 clusters Score -68353.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -68353.304688 Penalty: 2176.134521
	Iteration 16F: 3 clusters Score -68353.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Entering Unmasked Estep 
Score: -155219.625000 Penalty: 1215.752808
	Iteration 0F: 2 clusters Score -155219.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -153314.906250 Penalty: 2431.505615
	Iteration 0F: 3 clusters Score -153314.9 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -153743.031250 Penalty: 2431.505615
	Iteration 1F: 3 clusters Score -153743 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -153853.125000 Penalty: 2431.505615
	Iteration 2F: 3 clusters Score -153853.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -153932.187500 Penalty: 2431.505615
	Iteration 3Q: 3 clusters Score -153932.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -153991.828125 Penalty: 2431.505615
	Iteration 4Q: 3 clusters Score -153991.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -154067.406250 Penalty: 2431.505615
	Iteration 5Q: 3 clusters Score -154067.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -154123.750000 Penalty: 2431.505615
	Iteration 6Q: 3 clusters Score -154123.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -154170.015625 Penalty: 2431.505615
	Iteration 7Q: 3 clusters Score -154170 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -154205.531250 Penalty: 2431.505615
	Iteration 8Q: 3 clusters Score -154205.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -154256.718750 Penalty: 2431.505615
	Iteration 9Q: 3 clusters Score -154256.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -154294.390625 Penalty: 2431.505615
	Iteration 10Q: 3 clusters Score -154294.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -154322.828125 Penalty: 2431.505615
	Iteration 11Q: 3 clusters Score -154322.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -154346.687500 Penalty: 2431.505615
	Iteration 12Q: 3 clusters Score -154346.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -154376.421875 Penalty: 2431.505615
	Iteration 13Q: 3 clusters Score -154376.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -154413.359375 Penalty: 2431.505615
	Iteration 14Q: 3 clusters Score -154413.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -154467.312500 Penalty: 2431.505615
	Iteration 15Q: 3 clusters Score -154467.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -154512.656250 Penalty: 2431.505615
	Iteration 16Q: 3 clusters Score -154512.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -154566.125000 Penalty: 2431.505615
	Iteration 17Q: 3 clusters Score -154566.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -154598.609375 Penalty: 2431.505615
	Iteration 18Q: 3 clusters Score -154598.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -154638.343750 Penalty: 2431.505615
	Iteration 19Q: 3 clusters Score -154638.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -154673.937500 Penalty: 2431.505615
	Iteration 20F: 3 clusters Score -154673.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -154698.937500 Penalty: 2431.505615
	Iteration 21Q: 3 clusters Score -154698.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -154712.093750 Penalty: 2431.505615
	Iteration 22Q: 3 clusters Score -154712.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -154725.468750 Penalty: 2431.505615
	Iteration 23Q: 3 clusters Score -154725.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -154732.390625 Penalty: 2431.505615
	Iteration 24Q: 3 clusters Score -154732.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -154736.171875 Penalty: 2431.505615
	Iteration 25Q: 3 clusters Score -154736.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -154738.437500 Penalty: 2431.505615
	Iteration 26Q: 3 clusters Score -154738.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -154740.859375 Penalty: 2431.505615
	Iteration 27Q: 3 clusters Score -154740.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -154742.109375 Penalty: 2431.505615
	Iteration 28Q: 3 clusters Score -154742.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -154744.687500 Penalty: 2431.505615
	Iteration 29Q: 3 clusters Score -154744.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -154745.656250 Penalty: 2431.505615
	Iteration 30Q: 3 clusters Score -154745.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -154746.531250 Penalty: 2431.505615
	Iteration 31Q: 3 clusters Score -154746.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -154747.859375 Penalty: 2431.505615
	Iteration 32Q: 3 clusters Score -154747.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -154749.765625 Penalty: 2431.505615
	Iteration 33Q: 3 clusters Score -154749.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -154749.765625 Penalty: 2431.505615
	Iteration 34F: 3 clusters Score -154749.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Entering Unmasked Estep 
Score: -290692.843750 Penalty: 1335.158203
	Iteration 0F: 2 clusters Score -290692.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -287516.218750 Penalty: 2670.316406
	Iteration 0F: 3 clusters Score -287516.2 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -288461.406250 Penalty: 2670.316406
	Iteration 1F: 3 clusters Score -288461.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -288716.937500 Penalty: 2670.316406
	Iteration 2F: 3 clusters Score -288716.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -288868.343750 Penalty: 2670.316406
	Iteration 3F: 3 clusters Score -288868.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -288977.593750 Penalty: 2670.316406
	Iteration 4Q: 3 clusters Score -288977.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -289068.687500 Penalty: 2670.316406
	Iteration 5Q: 3 clusters Score -289068.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -289147.343750 Penalty: 2670.316406
	Iteration 6Q: 3 clusters Score -289147.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -289207.687500 Penalty: 2670.316406
	Iteration 7Q: 3 clusters Score -289207.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -289253.718750 Penalty: 2670.316406
	Iteration 8Q: 3 clusters Score -289253.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -289296.187500 Penalty: 2670.316406
	Iteration 9Q: 3 clusters Score -289296.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -289338.000000 Penalty: 2670.316406
	Iteration 10Q: 3 clusters Score -289338 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -289369.906250 Penalty: 2670.316406
	Iteration 11Q: 3 clusters Score -289369.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -289386.312500 Penalty: 2670.316406
	Iteration 12Q: 3 clusters Score -289386.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -289399.781250 Penalty: 2670.316406
	Iteration 13Q: 3 clusters Score -289399.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -289408.000000 Penalty: 2670.316406
	Iteration 14Q: 3 clusters Score -289408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -289413.625000 Penalty: 2670.316406
	Iteration 15Q: 3 clusters Score -289413.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -289418.250000 Penalty: 2670.316406
	Iteration 16Q: 3 clusters Score -289418.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -289422.312500 Penalty: 2670.316406
	Iteration 17Q: 3 clusters Score -289422.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -289426.343750 Penalty: 2670.316406
	Iteration 18Q: 3 clusters Score -289426.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -289431.750000 Penalty: 2670.316406
	Iteration 19Q: 3 clusters Score -289431.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -289438.187500 Penalty: 2670.316406
	Iteration 20F: 3 clusters Score -289438.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -289443.250000 Penalty: 2670.316406
	Iteration 21Q: 3 clusters Score -289443.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -289447.812500 Penalty: 2670.316406
	Iteration 22Q: 3 clusters Score -289447.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -289452.281250 Penalty: 2670.316406
	Iteration 23Q: 3 clusters Score -289452.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -289456.531250 Penalty: 2670.316406
	Iteration 24Q: 3 clusters Score -289456.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -289463.875000 Penalty: 2670.316406
	Iteration 25Q: 3 clusters Score -289463.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -289470.562500 Penalty: 2670.316406
	Iteration 26Q: 3 clusters Score -289470.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -289476.406250 Penalty: 2670.316406
	Iteration 27Q: 3 clusters Score -289476.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -289480.625000 Penalty: 2670.316406
	Iteration 28Q: 3 clusters Score -289480.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -289484.281250 Penalty: 2670.316406
	Iteration 29Q: 3 clusters Score -289484.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -289488.281250 Penalty: 2670.316406
	Iteration 30Q: 3 clusters Score -289488.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -289494.593750 Penalty: 2670.316406
	Iteration 31Q: 3 clusters Score -289494.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -289504.031250 Penalty: 2670.316406
	Iteration 32Q: 3 clusters Score -289504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -289512.406250 Penalty: 2670.316406
	Iteration 33Q: 3 clusters Score -289512.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -289520.656250 Penalty: 2670.316406
	Iteration 34Q: 3 clusters Score -289520.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -289525.781250 Penalty: 2670.316406
	Iteration 35Q: 3 clusters Score -289525.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -289530.875000 Penalty: 2670.316406
	Iteration 36Q: 3 clusters Score -289530.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -289536.437500 Penalty: 2670.316406
	Iteration 37Q: 3 clusters Score -289536.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -289541.593750 Penalty: 2670.316406
	Iteration 38Q: 3 clusters Score -289541.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -289547.062500 Penalty: 2670.316406
	Iteration 39Q: 3 clusters Score -289547.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -289552.062500 Penalty: 2670.316406
	Iteration 40F: 3 clusters Score -289552.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -289555.875000 Penalty: 2670.316406
	Iteration 41Q: 3 clusters Score -289555.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -289560.031250 Penalty: 2670.316406
	Iteration 42Q: 3 clusters Score -289560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -289565.906250 Penalty: 2670.316406
	Iteration 43Q: 3 clusters Score -289565.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -289575.062500 Penalty: 2670.316406
	Iteration 44Q: 3 clusters Score -289575.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -289583.500000 Penalty: 2670.316406
	Iteration 45Q: 3 clusters Score -289583.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -289593.812500 Penalty: 2670.316406
	Iteration 46Q: 3 clusters Score -289593.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -289605.781250 Penalty: 2670.316406
	Iteration 47Q: 3 clusters Score -289605.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -289618.656250 Penalty: 2670.316406
	Iteration 48Q: 3 clusters Score -289618.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -289633.812500 Penalty: 2670.316406
	Iteration 49Q: 3 clusters Score -289633.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -289644.218750 Penalty: 2670.316406
	Iteration 50Q: 3 clusters Score -289644.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -289657.875000 Penalty: 2670.316406
	Iteration 51Q: 3 clusters Score -289657.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -289673.062500 Penalty: 2670.316406
	Iteration 52Q: 3 clusters Score -289673.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -289691.156250 Penalty: 2670.316406
	Iteration 53Q: 3 clusters Score -289691.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -289703.218750 Penalty: 2670.316406
	Iteration 54Q: 3 clusters Score -289703.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -289721.000000 Penalty: 2670.316406
	Iteration 55Q: 3 clusters Score -289721 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -289732.625000 Penalty: 2670.316406
	Iteration 56Q: 3 clusters Score -289732.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -289742.781250 Penalty: 2670.316406
	Iteration 57Q: 3 clusters Score -289742.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -289748.562500 Penalty: 2670.316406
	Iteration 58Q: 3 clusters Score -289748.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -289754.062500 Penalty: 2670.316406
	Iteration 59Q: 3 clusters Score -289754.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -289756.593750 Penalty: 2670.316406
	Iteration 60F: 3 clusters Score -289756.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -289759.031250 Penalty: 2670.316406
	Iteration 61Q: 3 clusters Score -289759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -289760.125000 Penalty: 2670.316406
	Iteration 62Q: 3 clusters Score -289760.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -289760.125000 Penalty: 2670.316406
	Iteration 63F: 3 clusters Score -289760.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Entering Unmasked Estep 
Score: -71456.906250 Penalty: 1127.786133
	Iteration 0F: 2 clusters Score -71456.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -70062.140625 Penalty: 2255.572266
	Iteration 0F: 3 clusters Score -70062.14 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -70510.281250 Penalty: 2255.572266
	Iteration 1F: 3 clusters Score -70510.28 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -70764.468750 Penalty: 2255.572266
	Iteration 2F: 3 clusters Score -70764.47 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -70841.171875 Penalty: 2255.572266
	Iteration 3F: 3 clusters Score -70841.17 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -70917.093750 Penalty: 2255.572266
	Iteration 4Q: 3 clusters Score -70917.09 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -71092.187500 Penalty: 2255.572266
	Iteration 5F: 3 clusters Score -71092.19 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -71322.656250 Penalty: 2255.572266
	Iteration 6F: 3 clusters Score -71322.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -71451.531250 Penalty: 2255.572266
	Iteration 7Q: 3 clusters Score -71451.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -71519.851562 Penalty: 2255.572266
	Iteration 8Q: 3 clusters Score -71519.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -71571.710938 Penalty: 2255.572266
	Iteration 9Q: 3 clusters Score -71571.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -71583.875000 Penalty: 2255.572266
	Iteration 10Q: 3 clusters Score -71583.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -71595.390625 Penalty: 2255.572266
	Iteration 11Q: 3 clusters Score -71595.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -71598.765625 Penalty: 2255.572266
	Iteration 12Q: 3 clusters Score -71598.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -71602.835938 Penalty: 2255.572266
	Iteration 13Q: 3 clusters Score -71602.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -71607.476562 Penalty: 2255.572266
	Iteration 14Q: 3 clusters Score -71607.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -71610.882812 Penalty: 2255.572266
	Iteration 15Q: 3 clusters Score -71610.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -71611.750000 Penalty: 2255.572266
	Iteration 16Q: 3 clusters Score -71611.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -71615.328125 Penalty: 2255.572266
	Iteration 17Q: 3 clusters Score -71615.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -71615.328125 Penalty: 2255.572266
	Iteration 18F: 3 clusters Score -71615.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63863 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11103 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 27456 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 14483 members 
Mstep: Class 10 contains 72048 members 
Mstep: Class 11 contains 24942 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124862 members 
Mstep: Class 14 contains 115321 members 
Mstep: Class 15 contains 59352 members 
Mstep: Class 16 contains 18501 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40756 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7962 members 
Mstep: Class 23 contains 59477 members 
Mstep: Class 24 contains 2200 members 
Mstep: Class 25 contains 8721 members 
Mstep: Class 26 contains 63790 members 
Mstep: Class 27 contains 1792 members 
Mstep: Class 28 contains 20621 members 
Mstep: Class 29 contains 76543 members 
Mstep: Class 30 contains 4245 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 16825 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3701 members 
Mstep: Class 38 contains 558 members 
Mstep: Class 39 contains 13118 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4171 members 
Mstep: Class 43 contains 475 members 
Entering Unmasked Estep 
Score: -84464488.000000 Penalty: 96238.460938
Splitting cluster 38 changes total score from -84465448.000000 to -84464488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (13118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Entering Unmasked Estep 
Score: -1218310.125000 Penalty: 1540.782959
	Iteration 0F: 2 clusters Score -1218310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1209142.250000 Penalty: 3081.565918
	Iteration 0F: 3 clusters Score -1209142 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1212304.125000 Penalty: 3081.565918
	Iteration 1F: 3 clusters Score -1212304 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1212635.625000 Penalty: 3081.565918
	Iteration 2F: 3 clusters Score -1212636 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1213011.000000 Penalty: 3081.565918
	Iteration 3F: 3 clusters Score -1213011 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1213457.750000 Penalty: 3081.565918
	Iteration 4F: 3 clusters Score -1213458 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1214002.750000 Penalty: 3081.565918
	Iteration 5F: 3 clusters Score -1214003 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1214701.250000 Penalty: 3081.565918
	Iteration 6F: 3 clusters Score -1214701 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1215404.875000 Penalty: 3081.565918
	Iteration 7F: 3 clusters Score -1215405 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1215988.125000 Penalty: 3081.565918
	Iteration 8Q: 3 clusters Score -1215988 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1216354.375000 Penalty: 3081.565918
	Iteration 9Q: 3 clusters Score -1216354 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1216564.125000 Penalty: 3081.565918
	Iteration 10Q: 3 clusters Score -1216564 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1216664.625000 Penalty: 3081.565918
	Iteration 11Q: 3 clusters Score -1216665 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1216719.250000 Penalty: 3081.565918
	Iteration 12Q: 3 clusters Score -1216719 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1216755.250000 Penalty: 3081.565918
	Iteration 13Q: 3 clusters Score -1216755 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1216778.750000 Penalty: 3081.565918
	Iteration 14Q: 3 clusters Score -1216779 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1216795.375000 Penalty: 3081.565918
	Iteration 15Q: 3 clusters Score -1216795 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1216811.000000 Penalty: 3081.565918
	Iteration 16Q: 3 clusters Score -1216811 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1216821.125000 Penalty: 3081.565918
	Iteration 17Q: 3 clusters Score -1216821 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1216827.375000 Penalty: 3081.565918
	Iteration 18Q: 3 clusters Score -1216827 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1216844.125000 Penalty: 3081.565918
	Iteration 19Q: 3 clusters Score -1216844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1216854.250000 Penalty: 3081.565918
	Iteration 20F: 3 clusters Score -1216854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1216868.000000 Penalty: 3081.565918
	Iteration 21Q: 3 clusters Score -1216868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1216879.875000 Penalty: 3081.565918
	Iteration 22Q: 3 clusters Score -1216880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1216891.125000 Penalty: 3081.565918
	Iteration 23Q: 3 clusters Score -1216891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1216896.125000 Penalty: 3081.565918
	Iteration 24Q: 3 clusters Score -1216896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1216900.750000 Penalty: 3081.565918
	Iteration 25Q: 3 clusters Score -1216901 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1216908.250000 Penalty: 3081.565918
	Iteration 26Q: 3 clusters Score -1216908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1216914.750000 Penalty: 3081.565918
	Iteration 27Q: 3 clusters Score -1216915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1216922.625000 Penalty: 3081.565918
	Iteration 28Q: 3 clusters Score -1216923 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1216931.875000 Penalty: 3081.565918
	Iteration 29Q: 3 clusters Score -1216932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1216936.750000 Penalty: 3081.565918
	Iteration 30Q: 3 clusters Score -1216937 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1216947.500000 Penalty: 3081.565918
	Iteration 31Q: 3 clusters Score -1216948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1216960.000000 Penalty: 3081.565918
	Iteration 32Q: 3 clusters Score -1216960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1216965.000000 Penalty: 3081.565918
	Iteration 33Q: 3 clusters Score -1216965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1216968.500000 Penalty: 3081.565918
	Iteration 34Q: 3 clusters Score -1216968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1216974.375000 Penalty: 3081.565918
	Iteration 35Q: 3 clusters Score -1216974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1216977.250000 Penalty: 3081.565918
	Iteration 36Q: 3 clusters Score -1216977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1216979.375000 Penalty: 3081.565918
	Iteration 37Q: 3 clusters Score -1216979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1216983.500000 Penalty: 3081.565918
	Iteration 38Q: 3 clusters Score -1216984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1216985.875000 Penalty: 3081.565918
	Iteration 39Q: 3 clusters Score -1216986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1216987.875000 Penalty: 3081.565918
	Iteration 40F: 3 clusters Score -1216988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1216990.125000 Penalty: 3081.565918
	Iteration 41Q: 3 clusters Score -1216990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1216992.500000 Penalty: 3081.565918
	Iteration 42Q: 3 clusters Score -1216992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1216995.375000 Penalty: 3081.565918
	Iteration 43Q: 3 clusters Score -1216995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1216998.250000 Penalty: 3081.565918
	Iteration 44Q: 3 clusters Score -1216998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1217001.000000 Penalty: 3081.565918
	Iteration 45Q: 3 clusters Score -1217001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1217001.000000 Penalty: 3081.565918
	Iteration 46Q: 3 clusters Score -1217001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1217001.250000 Penalty: 3081.565918
	Iteration 47Q: 3 clusters Score -1217001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1217003.000000 Penalty: 3081.565918
	Iteration 48Q: 3 clusters Score -1217003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1217003.750000 Penalty: 3081.565918
	Iteration 49Q: 3 clusters Score -1217004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1217005.125000 Penalty: 3081.565918
	Iteration 50Q: 3 clusters Score -1217005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1217005.750000 Penalty: 3081.565918
	Iteration 51Q: 3 clusters Score -1217006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1217005.375000 Penalty: 3081.565918
	Iteration 52Q: 3 clusters Score -1217005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1217005.375000 Penalty: 3081.565918
	Iteration 53F: 3 clusters Score -1217005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Entering Unmasked Estep 
Score: -115813.203125 Penalty: 1167.008667
	Iteration 0F: 2 clusters Score -115813.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -114175.726562 Penalty: 2334.017334
	Iteration 0F: 3 clusters Score -114175.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -114525.929688 Penalty: 2334.017334
	Iteration 1F: 3 clusters Score -114525.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -114617.601562 Penalty: 2334.017334
	Iteration 2F: 3 clusters Score -114617.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -114675.531250 Penalty: 2334.017334
	Iteration 3Q: 3 clusters Score -114675.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -114714.820312 Penalty: 2334.017334
	Iteration 4Q: 3 clusters Score -114714.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -114741.460938 Penalty: 2334.017334
	Iteration 5Q: 3 clusters Score -114741.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -114774.476562 Penalty: 2334.017334
	Iteration 6Q: 3 clusters Score -114774.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -114797.554688 Penalty: 2334.017334
	Iteration 7Q: 3 clusters Score -114797.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -114811.570312 Penalty: 2334.017334
	Iteration 8Q: 3 clusters Score -114811.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -114821.726562 Penalty: 2334.017334
	Iteration 9Q: 3 clusters Score -114821.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -114835.101562 Penalty: 2334.017334
	Iteration 10Q: 3 clusters Score -114835.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -114846.078125 Penalty: 2334.017334
	Iteration 11Q: 3 clusters Score -114846.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -114855.351562 Penalty: 2334.017334
	Iteration 12Q: 3 clusters Score -114855.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -114864.195312 Penalty: 2334.017334
	Iteration 13Q: 3 clusters Score -114864.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -114870.898438 Penalty: 2334.017334
	Iteration 14Q: 3 clusters Score -114870.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -114877.453125 Penalty: 2334.017334
	Iteration 15Q: 3 clusters Score -114877.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -114881.382812 Penalty: 2334.017334
	Iteration 16Q: 3 clusters Score -114881.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -114884.828125 Penalty: 2334.017334
	Iteration 17Q: 3 clusters Score -114884.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -114886.187500 Penalty: 2334.017334
	Iteration 18Q: 3 clusters Score -114886.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -114886.367188 Penalty: 2334.017334
	Iteration 19Q: 3 clusters Score -114886.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -114886.367188 Penalty: 2334.017334
	Iteration 20F: 3 clusters Score -114886.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Entering Unmasked Estep 
Score: -131078.609375 Penalty: 1189.262695
	Iteration 0F: 2 clusters Score -131078.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -129302.664062 Penalty: 2378.525391
	Iteration 0F: 3 clusters Score -129302.7 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -129632.875000 Penalty: 2378.525391
	Iteration 1F: 3 clusters Score -129632.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -129738.851562 Penalty: 2378.525391
	Iteration 2F: 3 clusters Score -129738.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -129829.687500 Penalty: 2378.525391
	Iteration 3F: 3 clusters Score -129829.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -129893.546875 Penalty: 2378.525391
	Iteration 4Q: 3 clusters Score -129893.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -129949.546875 Penalty: 2378.525391
	Iteration 5Q: 3 clusters Score -129949.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -129999.445312 Penalty: 2378.525391
	Iteration 6Q: 3 clusters Score -129999.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -130031.046875 Penalty: 2378.525391
	Iteration 7Q: 3 clusters Score -130031 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -130055.882812 Penalty: 2378.525391
	Iteration 8Q: 3 clusters Score -130055.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -130071.578125 Penalty: 2378.525391
	Iteration 9Q: 3 clusters Score -130071.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -130086.117188 Penalty: 2378.525391
	Iteration 10Q: 3 clusters Score -130086.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -130102.054688 Penalty: 2378.525391
	Iteration 11Q: 3 clusters Score -130102.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -130118.953125 Penalty: 2378.525391
	Iteration 12Q: 3 clusters Score -130119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -130130.367188 Penalty: 2378.525391
	Iteration 13Q: 3 clusters Score -130130.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -130140.718750 Penalty: 2378.525391
	Iteration 14Q: 3 clusters Score -130140.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -130148.187500 Penalty: 2378.525391
	Iteration 15Q: 3 clusters Score -130148.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -130150.953125 Penalty: 2378.525391
	Iteration 16Q: 3 clusters Score -130151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -130151.265625 Penalty: 2378.525391
	Iteration 17Q: 3 clusters Score -130151.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -130151.265625 Penalty: 2378.525391
	Iteration 18F: 3 clusters Score -130151.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Entering Unmasked Estep 
Score: -376007.250000 Penalty: 1354.585449
	Iteration 0F: 2 clusters Score -376007.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -372518.031250 Penalty: 2709.170898
	Iteration 0F: 3 clusters Score -372518 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -373465.281250 Penalty: 2709.170898
	Iteration 1F: 3 clusters Score -373465.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -373675.000000 Penalty: 2709.170898
	Iteration 2F: 3 clusters Score -373675 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -373845.000000 Penalty: 2709.170898
	Iteration 3F: 3 clusters Score -373845 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -374011.750000 Penalty: 2709.170898
	Iteration 4F: 3 clusters Score -374011.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -374198.000000 Penalty: 2709.170898
	Iteration 5F: 3 clusters Score -374198 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -374371.562500 Penalty: 2709.170898
	Iteration 6F: 3 clusters Score -374371.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -374504.687500 Penalty: 2709.170898
	Iteration 7Q: 3 clusters Score -374504.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -374615.062500 Penalty: 2709.170898
	Iteration 8Q: 3 clusters Score -374615.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -374707.000000 Penalty: 2709.170898
	Iteration 9Q: 3 clusters Score -374707 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -374779.375000 Penalty: 2709.170898
	Iteration 10Q: 3 clusters Score -374779.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -374833.625000 Penalty: 2709.170898
	Iteration 11Q: 3 clusters Score -374833.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -374865.968750 Penalty: 2709.170898
	Iteration 12Q: 3 clusters Score -374866 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -374893.093750 Penalty: 2709.170898
	Iteration 13Q: 3 clusters Score -374893.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -374924.406250 Penalty: 2709.170898
	Iteration 14Q: 3 clusters Score -374924.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -374958.406250 Penalty: 2709.170898
	Iteration 15Q: 3 clusters Score -374958.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -374991.781250 Penalty: 2709.170898
	Iteration 16Q: 3 clusters Score -374991.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -375019.312500 Penalty: 2709.170898
	Iteration 17Q: 3 clusters Score -375019.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -375042.593750 Penalty: 2709.170898
	Iteration 18Q: 3 clusters Score -375042.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -375063.500000 Penalty: 2709.170898
	Iteration 19Q: 3 clusters Score -375063.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -375087.625000 Penalty: 2709.170898
	Iteration 20F: 3 clusters Score -375087.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -375106.187500 Penalty: 2709.170898
	Iteration 21Q: 3 clusters Score -375106.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -375125.781250 Penalty: 2709.170898
	Iteration 22Q: 3 clusters Score -375125.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -375138.625000 Penalty: 2709.170898
	Iteration 23Q: 3 clusters Score -375138.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -375146.000000 Penalty: 2709.170898
	Iteration 24Q: 3 clusters Score -375146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -375153.500000 Penalty: 2709.170898
	Iteration 25Q: 3 clusters Score -375153.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -375157.718750 Penalty: 2709.170898
	Iteration 26Q: 3 clusters Score -375157.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -375159.906250 Penalty: 2709.170898
	Iteration 27Q: 3 clusters Score -375159.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -375165.093750 Penalty: 2709.170898
	Iteration 28Q: 3 clusters Score -375165.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -375165.781250 Penalty: 2709.170898
	Iteration 29Q: 3 clusters Score -375165.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -375167.062500 Penalty: 2709.170898
	Iteration 30Q: 3 clusters Score -375167.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -375167.187500 Penalty: 2709.170898
	Iteration 31Q: 3 clusters Score -375167.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -375167.187500 Penalty: 2709.170898
	Iteration 32F: 3 clusters Score -375167.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63863 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11103 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 27456 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 14483 members 
Mstep: Class 10 contains 72048 members 
Mstep: Class 11 contains 24942 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124862 members 
Mstep: Class 14 contains 115321 members 
Mstep: Class 15 contains 59352 members 
Mstep: Class 16 contains 18501 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40756 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7962 members 
Mstep: Class 23 contains 59477 members 
Mstep: Class 24 contains 2200 members 
Mstep: Class 25 contains 8721 members 
Mstep: Class 26 contains 63790 members 
Mstep: Class 27 contains 1792 members 
Mstep: Class 28 contains 20621 members 
Mstep: Class 29 contains 76543 members 
Mstep: Class 30 contains 4245 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 16825 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3701 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 13118 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465432.000000 Penalty: 94000.359375
Iteration 199Q: 43 clusters Score -8.446543e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63862 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11101 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 27457 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 14483 members 
Mstep: Class 10 contains 72051 members 
Mstep: Class 11 contains 24941 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124862 members 
Mstep: Class 14 contains 115321 members 
Mstep: Class 15 contains 59352 members 
Mstep: Class 16 contains 18501 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40756 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7962 members 
Mstep: Class 23 contains 59474 members 
Mstep: Class 24 contains 2200 members 
Mstep: Class 25 contains 8721 members 
Mstep: Class 26 contains 63790 members 
Mstep: Class 27 contains 1792 members 
Mstep: Class 28 contains 20621 members 
Mstep: Class 29 contains 76543 members 
Mstep: Class 30 contains 4245 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 16825 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3704 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 13118 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465448.000000 Penalty: 94000.359375
Iteration 200F: 43 clusters Score -8.446545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63862 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11102 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 27459 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 14483 members 
Mstep: Class 10 contains 72052 members 
Mstep: Class 11 contains 24941 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124862 members 
Mstep: Class 14 contains 115320 members 
Mstep: Class 15 contains 59351 members 
Mstep: Class 16 contains 18501 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40756 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7962 members 
Mstep: Class 23 contains 59474 members 
Mstep: Class 24 contains 2200 members 
Mstep: Class 25 contains 8721 members 
Mstep: Class 26 contains 63790 members 
Mstep: Class 27 contains 1792 members 
Mstep: Class 28 contains 20620 members 
Mstep: Class 29 contains 76542 members 
Mstep: Class 30 contains 4245 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 16824 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3705 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 13118 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465448.000000 Penalty: 94000.359375
Iteration 201Q: 43 clusters Score -8.446545e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63862 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11103 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 27461 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 14483 members 
Mstep: Class 10 contains 72053 members 
Mstep: Class 11 contains 24937 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124862 members 
Mstep: Class 14 contains 115320 members 
Mstep: Class 15 contains 59350 members 
Mstep: Class 16 contains 18501 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40755 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7962 members 
Mstep: Class 23 contains 59475 members 
Mstep: Class 24 contains 2200 members 
Mstep: Class 25 contains 8721 members 
Mstep: Class 26 contains 63790 members 
Mstep: Class 27 contains 1791 members 
Mstep: Class 28 contains 20617 members 
Mstep: Class 29 contains 76543 members 
Mstep: Class 30 contains 4245 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 16823 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3709 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 13119 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465408.000000 Penalty: 94000.359375
Iteration 202Q: 43 clusters Score -8.446541e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63861 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11104 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 27461 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 14485 members 
Mstep: Class 10 contains 72053 members 
Mstep: Class 11 contains 24934 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124862 members 
Mstep: Class 14 contains 115321 members 
Mstep: Class 15 contains 59348 members 
Mstep: Class 16 contains 18501 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40755 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7963 members 
Mstep: Class 23 contains 59475 members 
Mstep: Class 24 contains 2200 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63790 members 
Mstep: Class 27 contains 1791 members 
Mstep: Class 28 contains 20616 members 
Mstep: Class 29 contains 76543 members 
Mstep: Class 30 contains 4245 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 16822 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3713 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 13119 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465440.000000 Penalty: 94000.359375
Iteration 203Q: 43 clusters Score -8.446544e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63860 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11105 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 27460 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 14486 members 
Mstep: Class 10 contains 72052 members 
Mstep: Class 11 contains 24934 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124862 members 
Mstep: Class 14 contains 115319 members 
Mstep: Class 15 contains 59345 members 
Mstep: Class 16 contains 18501 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40755 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 59475 members 
Mstep: Class 24 contains 2200 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63790 members 
Mstep: Class 27 contains 1791 members 
Mstep: Class 28 contains 20614 members 
Mstep: Class 29 contains 76545 members 
Mstep: Class 30 contains 4245 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 16823 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3716 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 13119 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465456.000000 Penalty: 94000.359375
Iteration 204Q: 43 clusters Score -8.446546e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63860 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11107 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 27460 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 14488 members 
Mstep: Class 10 contains 72051 members 
Mstep: Class 11 contains 24932 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124862 members 
Mstep: Class 14 contains 115318 members 
Mstep: Class 15 contains 59344 members 
Mstep: Class 16 contains 18501 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40755 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 59475 members 
Mstep: Class 24 contains 2200 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63790 members 
Mstep: Class 27 contains 1791 members 
Mstep: Class 28 contains 20613 members 
Mstep: Class 29 contains 76546 members 
Mstep: Class 30 contains 4245 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 16823 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3717 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 13119 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465472.000000 Penalty: 94000.359375
Iteration 205Q: 43 clusters Score -8.446547e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63859 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11107 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 27460 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 14491 members 
Mstep: Class 10 contains 72051 members 
Mstep: Class 11 contains 24928 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124862 members 
Mstep: Class 14 contains 115318 members 
Mstep: Class 15 contains 59343 members 
Mstep: Class 16 contains 18501 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40755 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 59474 members 
Mstep: Class 24 contains 2200 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63790 members 
Mstep: Class 27 contains 1790 members 
Mstep: Class 28 contains 20612 members 
Mstep: Class 29 contains 76547 members 
Mstep: Class 30 contains 4245 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 16824 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3720 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 13119 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465456.000000 Penalty: 94000.359375
Iteration 206Q: 43 clusters Score -8.446546e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63861 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11107 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 27460 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 14492 members 
Mstep: Class 10 contains 72051 members 
Mstep: Class 11 contains 24926 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124862 members 
Mstep: Class 14 contains 115318 members 
Mstep: Class 15 contains 59342 members 
Mstep: Class 16 contains 18502 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40755 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 59474 members 
Mstep: Class 24 contains 2200 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63790 members 
Mstep: Class 27 contains 1790 members 
Mstep: Class 28 contains 20611 members 
Mstep: Class 29 contains 76548 members 
Mstep: Class 30 contains 4245 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 16822 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3721 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 13119 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465448.000000 Penalty: 94000.359375
Iteration 207Q: 43 clusters Score -8.446545e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63862 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11107 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 27460 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 14492 members 
Mstep: Class 10 contains 72051 members 
Mstep: Class 11 contains 24924 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124862 members 
Mstep: Class 14 contains 115317 members 
Mstep: Class 15 contains 59342 members 
Mstep: Class 16 contains 18502 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40755 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 59473 members 
Mstep: Class 24 contains 2200 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63790 members 
Mstep: Class 27 contains 1790 members 
Mstep: Class 28 contains 20608 members 
Mstep: Class 29 contains 76551 members 
Mstep: Class 30 contains 4245 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 16823 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3723 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 13119 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465440.000000 Penalty: 94000.359375
Iteration 208Q: 43 clusters Score -8.446544e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63864 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11106 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2041 members 
Mstep: Class 7 contains 27461 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 14492 members 
Mstep: Class 10 contains 72051 members 
Mstep: Class 11 contains 24926 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124862 members 
Mstep: Class 14 contains 115313 members 
Mstep: Class 15 contains 59342 members 
Mstep: Class 16 contains 18502 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40755 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 59472 members 
Mstep: Class 24 contains 2200 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63790 members 
Mstep: Class 27 contains 1790 members 
Mstep: Class 28 contains 20608 members 
Mstep: Class 29 contains 76550 members 
Mstep: Class 30 contains 4245 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 16823 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3726 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 13119 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465408.000000 Penalty: 94000.359375
Iteration 209Q: 43 clusters Score -8.446541e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63865 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11106 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2040 members 
Mstep: Class 7 contains 27464 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 14492 members 
Mstep: Class 10 contains 72051 members 
Mstep: Class 11 contains 24927 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124862 members 
Mstep: Class 14 contains 115307 members 
Mstep: Class 15 contains 59342 members 
Mstep: Class 16 contains 18502 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40754 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7965 members 
Mstep: Class 23 contains 59472 members 
Mstep: Class 24 contains 2200 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63791 members 
Mstep: Class 27 contains 1790 members 
Mstep: Class 28 contains 20608 members 
Mstep: Class 29 contains 76550 members 
Mstep: Class 30 contains 4245 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 16823 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3727 members 
Mstep: Class 38 contains 1031 members 
Mstep: Class 39 contains 13119 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465392.000000 Penalty: 94000.359375
Iteration 210Q: 43 clusters Score -8.446539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11106 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2040 members 
Mstep: Class 7 contains 27466 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 14492 members 
Mstep: Class 10 contains 72052 members 
Mstep: Class 11 contains 24924 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124862 members 
Mstep: Class 14 contains 115303 members 
Mstep: Class 15 contains 59342 members 
Mstep: Class 16 contains 18502 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40754 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7966 members 
Mstep: Class 23 contains 59472 members 
Mstep: Class 24 contains 2200 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63792 members 
Mstep: Class 27 contains 1790 members 
Mstep: Class 28 contains 20608 members 
Mstep: Class 29 contains 76550 members 
Mstep: Class 30 contains 4246 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 16823 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3727 members 
Mstep: Class 38 contains 1031 members 
Mstep: Class 39 contains 13119 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465376.000000 Penalty: 94000.359375
Iteration 211Q: 43 clusters Score -8.446538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11106 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2040 members 
Mstep: Class 7 contains 27467 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 14492 members 
Mstep: Class 10 contains 72053 members 
Mstep: Class 11 contains 24923 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124862 members 
Mstep: Class 14 contains 115300 members 
Mstep: Class 15 contains 59342 members 
Mstep: Class 16 contains 18502 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40754 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7967 members 
Mstep: Class 23 contains 59472 members 
Mstep: Class 24 contains 2200 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63793 members 
Mstep: Class 27 contains 1790 members 
Mstep: Class 28 contains 20608 members 
Mstep: Class 29 contains 76550 members 
Mstep: Class 30 contains 4246 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 16823 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3727 members 
Mstep: Class 38 contains 1031 members 
Mstep: Class 39 contains 13119 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465400.000000 Penalty: 94000.359375
Iteration 212Q: 43 clusters Score -8.44654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11106 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2040 members 
Mstep: Class 7 contains 27470 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 14492 members 
Mstep: Class 10 contains 72054 members 
Mstep: Class 11 contains 24923 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124862 members 
Mstep: Class 14 contains 115298 members 
Mstep: Class 15 contains 59342 members 
Mstep: Class 16 contains 18502 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40754 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7967 members 
Mstep: Class 23 contains 59472 members 
Mstep: Class 24 contains 2200 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63793 members 
Mstep: Class 27 contains 1790 members 
Mstep: Class 28 contains 20607 members 
Mstep: Class 29 contains 76549 members 
Mstep: Class 30 contains 4246 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 16823 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3727 members 
Mstep: Class 38 contains 1031 members 
Mstep: Class 39 contains 13119 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465400.000000 Penalty: 94000.359375
Iteration 213Q: 43 clusters Score -8.44654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11106 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 2040 members 
Mstep: Class 7 contains 27472 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 14492 members 
Mstep: Class 10 contains 72055 members 
Mstep: Class 11 contains 24923 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124862 members 
Mstep: Class 14 contains 115295 members 
Mstep: Class 15 contains 59342 members 
Mstep: Class 16 contains 18502 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40754 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7967 members 
Mstep: Class 23 contains 59472 members 
Mstep: Class 24 contains 2200 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63793 members 
Mstep: Class 27 contains 1790 members 
Mstep: Class 28 contains 20606 members 
Mstep: Class 29 contains 76550 members 
Mstep: Class 30 contains 4246 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 16823 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3727 members 
Mstep: Class 38 contains 1031 members 
Mstep: Class 39 contains 13119 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465400.000000 Penalty: 94000.359375
Iteration 214Q: 43 clusters Score -8.44654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11106 members 
Mstep: Class 5 contains 10455 members 
Mstep: Class 6 contains 2040 members 
Mstep: Class 7 contains 27475 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 14492 members 
Mstep: Class 10 contains 72055 members 
Mstep: Class 11 contains 24923 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124862 members 
Mstep: Class 14 contains 115293 members 
Mstep: Class 15 contains 59342 members 
Mstep: Class 16 contains 18502 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40755 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7967 members 
Mstep: Class 23 contains 59472 members 
Mstep: Class 24 contains 2200 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63793 members 
Mstep: Class 27 contains 1790 members 
Mstep: Class 28 contains 20606 members 
Mstep: Class 29 contains 76549 members 
Mstep: Class 30 contains 4246 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 16823 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3727 members 
Mstep: Class 38 contains 1031 members 
Mstep: Class 39 contains 13119 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465392.000000 Penalty: 94000.359375
Iteration 215Q: 43 clusters Score -8.446539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11106 members 
Mstep: Class 5 contains 10454 members 
Mstep: Class 6 contains 2040 members 
Mstep: Class 7 contains 27475 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 14492 members 
Mstep: Class 10 contains 72055 members 
Mstep: Class 11 contains 24922 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124864 members 
Mstep: Class 14 contains 115292 members 
Mstep: Class 15 contains 59342 members 
Mstep: Class 16 contains 18502 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40755 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7967 members 
Mstep: Class 23 contains 59472 members 
Mstep: Class 24 contains 2200 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63793 members 
Mstep: Class 27 contains 1790 members 
Mstep: Class 28 contains 20606 members 
Mstep: Class 29 contains 76550 members 
Mstep: Class 30 contains 4246 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 16823 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3727 members 
Mstep: Class 38 contains 1031 members 
Mstep: Class 39 contains 13119 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465376.000000 Penalty: 94000.359375
Iteration 216Q: 43 clusters Score -8.446538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11106 members 
Mstep: Class 5 contains 10454 members 
Mstep: Class 6 contains 2040 members 
Mstep: Class 7 contains 27475 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 14492 members 
Mstep: Class 10 contains 72056 members 
Mstep: Class 11 contains 24922 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124864 members 
Mstep: Class 14 contains 115291 members 
Mstep: Class 15 contains 59342 members 
Mstep: Class 16 contains 18502 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40755 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7967 members 
Mstep: Class 23 contains 59472 members 
Mstep: Class 24 contains 2200 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63793 members 
Mstep: Class 27 contains 1790 members 
Mstep: Class 28 contains 20606 members 
Mstep: Class 29 contains 76550 members 
Mstep: Class 30 contains 4246 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 16823 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3727 members 
Mstep: Class 38 contains 1031 members 
Mstep: Class 39 contains 13119 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465376.000000 Penalty: 94000.359375
Iteration 217Q: 43 clusters Score -8.446538e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11106 members 
Mstep: Class 5 contains 10454 members 
Mstep: Class 6 contains 2040 members 
Mstep: Class 7 contains 27475 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 14492 members 
Mstep: Class 10 contains 72056 members 
Mstep: Class 11 contains 24922 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124864 members 
Mstep: Class 14 contains 115291 members 
Mstep: Class 15 contains 59342 members 
Mstep: Class 16 contains 18502 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40755 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7967 members 
Mstep: Class 23 contains 59472 members 
Mstep: Class 24 contains 2200 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63793 members 
Mstep: Class 27 contains 1790 members 
Mstep: Class 28 contains 20606 members 
Mstep: Class 29 contains 76550 members 
Mstep: Class 30 contains 4246 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 16823 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3727 members 
Mstep: Class 38 contains 1031 members 
Mstep: Class 39 contains 13119 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465376.000000 Penalty: 94000.359375
Iteration 218F: 43 clusters Score -8.446538e+07 nChanged 0
Entering ConstructFrom: 
Score: -84465376.000000 Penalty: 94000.359375
Entering ConstructFrom: 
Trying to split cluster 1 (63866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63866 members 
Entering Unmasked Estep 
Score: -5867617.000000 Penalty: 1797.988159
	Iteration 0F: 2 clusters Score -5867617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -5825204.000000 Penalty: 3595.976318
	Iteration 0F: 3 clusters Score -5825204 nChanged 29967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -5843834.000000 Penalty: 3595.976318
	Iteration 1F: 3 clusters Score -5843834 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -5846277.000000 Penalty: 3595.976318
	Iteration 2F: 3 clusters Score -5846277 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -5849393.500000 Penalty: 3595.976318
	Iteration 3F: 3 clusters Score -5849394 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 47227 members 
Entering Unmasked Estep 
Score: -5852908.000000 Penalty: 3595.976318
	Iteration 4F: 3 clusters Score -5852908 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 51252 members 
Entering Unmasked Estep 
Score: -5856240.500000 Penalty: 3595.976318
	Iteration 5F: 3 clusters Score -5856240 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 54841 members 
Entering Unmasked Estep 
Score: -5859236.000000 Penalty: 3595.976318
	Iteration 6F: 3 clusters Score -5859236 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 57813 members 
Entering Unmasked Estep 
Score: -5861650.000000 Penalty: 3595.976318
	Iteration 7Q: 3 clusters Score -5861650 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 60022 members 
Entering Unmasked Estep 
Score: -5863531.000000 Penalty: 3595.976318
	Iteration 8Q: 3 clusters Score -5863531 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 61451 members 
Entering Unmasked Estep 
Score: -5864674.500000 Penalty: 3595.976318
	Iteration 9Q: 3 clusters Score -5864674 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 62288 members 
Entering Unmasked Estep 
Score: -5865336.500000 Penalty: 3595.976318
	Iteration 10Q: 3 clusters Score -5865336 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 62700 members 
Entering Unmasked Estep 
Score: -5865626.500000 Penalty: 3595.976318
	Iteration 11Q: 3 clusters Score -5865626 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 62936 members 
Entering Unmasked Estep 
Score: -5865792.500000 Penalty: 3595.976318
	Iteration 12Q: 3 clusters Score -5865792 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 63087 members 
Entering Unmasked Estep 
Score: -5865905.000000 Penalty: 3595.976318
	Iteration 13Q: 3 clusters Score -5865905 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 63166 members 
Entering Unmasked Estep 
Score: -5865968.000000 Penalty: 3595.976318
	Iteration 14Q: 3 clusters Score -5865968 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 63226 members 
Entering Unmasked Estep 
Score: -5866005.500000 Penalty: 3595.976318
	Iteration 15Q: 3 clusters Score -5866006 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 63263 members 
Entering Unmasked Estep 
Score: -5866040.000000 Penalty: 3595.976318
	Iteration 16Q: 3 clusters Score -5866040 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 63291 members 
Entering Unmasked Estep 
Score: -5866072.500000 Penalty: 3595.976318
	Iteration 17Q: 3 clusters Score -5866072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 63309 members 
Entering Unmasked Estep 
Score: -5866088.500000 Penalty: 3595.976318
	Iteration 18Q: 3 clusters Score -5866088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 63319 members 
Entering Unmasked Estep 
Score: -5866101.000000 Penalty: 3595.976318
	Iteration 19Q: 3 clusters Score -5866101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 63323 members 
Entering Unmasked Estep 
Score: -5866100.500000 Penalty: 3595.976318
	Iteration 20F: 3 clusters Score -5866100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 63328 members 
Entering Unmasked Estep 
Score: -5866107.500000 Penalty: 3595.976318
	Iteration 21Q: 3 clusters Score -5866108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 63334 members 
Entering Unmasked Estep 
Score: -5866109.500000 Penalty: 3595.976318
	Iteration 22Q: 3 clusters Score -5866110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 63339 members 
Entering Unmasked Estep 
Score: -5866114.500000 Penalty: 3595.976318
	Iteration 23Q: 3 clusters Score -5866114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 63340 members 
Entering Unmasked Estep 
Score: -5866113.000000 Penalty: 3595.976318
	Iteration 24Q: 3 clusters Score -5866113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 63341 members 
Entering Unmasked Estep 
Score: -5866116.500000 Penalty: 3595.976318
	Iteration 25Q: 3 clusters Score -5866116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 63342 members 
Entering Unmasked Estep 
Score: -5866118.500000 Penalty: 3595.976318
	Iteration 26Q: 3 clusters Score -5866118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 63343 members 
Entering Unmasked Estep 
Score: -5866116.000000 Penalty: 3595.976318
	Iteration 27Q: 3 clusters Score -5866116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 63343 members 
Entering Unmasked Estep 
Score: -5866116.000000 Penalty: 3595.976318
	Iteration 28Q: 3 clusters Score -5866116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 63339 members 
Entering Unmasked Estep 
Score: -5866115.000000 Penalty: 3595.976318
	Iteration 29Q: 3 clusters Score -5866115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 63338 members 
Entering Unmasked Estep 
Score: -5866111.500000 Penalty: 3595.976318
	Iteration 30Q: 3 clusters Score -5866112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 63338 members 
Entering Unmasked Estep 
Score: -5866111.500000 Penalty: 3595.976318
	Iteration 31F: 3 clusters Score -5866112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Entering Unmasked Estep 
Score: -384729.437500 Penalty: 1362.938232
	Iteration 0F: 2 clusters Score -384729.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -381153.843750 Penalty: 2725.876465
	Iteration 0F: 3 clusters Score -381153.8 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -382146.687500 Penalty: 2725.876465
	Iteration 1F: 3 clusters Score -382146.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -382313.812500 Penalty: 2725.876465
	Iteration 2F: 3 clusters Score -382313.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -382436.656250 Penalty: 2725.876465
	Iteration 3F: 3 clusters Score -382436.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -382527.125000 Penalty: 2725.876465
	Iteration 4Q: 3 clusters Score -382527.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -382586.281250 Penalty: 2725.876465
	Iteration 5Q: 3 clusters Score -382586.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -382642.406250 Penalty: 2725.876465
	Iteration 6Q: 3 clusters Score -382642.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -382698.906250 Penalty: 2725.876465
	Iteration 7Q: 3 clusters Score -382698.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -382752.500000 Penalty: 2725.876465
	Iteration 8Q: 3 clusters Score -382752.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -382819.062500 Penalty: 2725.876465
	Iteration 9Q: 3 clusters Score -382819.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -382907.250000 Penalty: 2725.876465
	Iteration 10Q: 3 clusters Score -382907.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -383012.750000 Penalty: 2725.876465
	Iteration 11Q: 3 clusters Score -383012.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -383141.343750 Penalty: 2725.876465
	Iteration 12Q: 3 clusters Score -383141.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -383319.937500 Penalty: 2725.876465
	Iteration 13Q: 3 clusters Score -383319.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -383561.718750 Penalty: 2725.876465
	Iteration 14Q: 3 clusters Score -383561.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -383771.125000 Penalty: 2725.876465
	Iteration 15Q: 3 clusters Score -383771.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -383892.281250 Penalty: 2725.876465
	Iteration 16Q: 3 clusters Score -383892.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -383945.656250 Penalty: 2725.876465
	Iteration 17Q: 3 clusters Score -383945.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -383978.156250 Penalty: 2725.876465
	Iteration 18Q: 3 clusters Score -383978.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -384010.906250 Penalty: 2725.876465
	Iteration 19Q: 3 clusters Score -384010.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -384037.062500 Penalty: 2725.876465
	Iteration 20F: 3 clusters Score -384037.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -384059.312500 Penalty: 2725.876465
	Iteration 21Q: 3 clusters Score -384059.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -384078.687500 Penalty: 2725.876465
	Iteration 22Q: 3 clusters Score -384078.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -384092.843750 Penalty: 2725.876465
	Iteration 23Q: 3 clusters Score -384092.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -384107.781250 Penalty: 2725.876465
	Iteration 24Q: 3 clusters Score -384107.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -384124.281250 Penalty: 2725.876465
	Iteration 25Q: 3 clusters Score -384124.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -384135.093750 Penalty: 2725.876465
	Iteration 26Q: 3 clusters Score -384135.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -384140.125000 Penalty: 2725.876465
	Iteration 27Q: 3 clusters Score -384140.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -384146.968750 Penalty: 2725.876465
	Iteration 28Q: 3 clusters Score -384147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -384153.093750 Penalty: 2725.876465
	Iteration 29Q: 3 clusters Score -384153.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -384157.343750 Penalty: 2725.876465
	Iteration 30Q: 3 clusters Score -384157.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -384162.281250 Penalty: 2725.876465
	Iteration 31Q: 3 clusters Score -384162.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -384163.687500 Penalty: 2725.876465
	Iteration 32Q: 3 clusters Score -384163.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -384164.625000 Penalty: 2725.876465
	Iteration 33Q: 3 clusters Score -384164.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -384164.312500 Penalty: 2725.876465
	Iteration 34Q: 3 clusters Score -384164.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -384164.312500 Penalty: 2725.876465
	Iteration 35F: 3 clusters Score -384164.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (51288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51288 members 
Entering Unmasked Estep 
Score: -4597564.500000 Penalty: 1762.346924
	Iteration 0F: 2 clusters Score -4597564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -4563345.500000 Penalty: 3524.693848
	Iteration 0F: 3 clusters Score -4563346 nChanged 23942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -4576991.000000 Penalty: 3524.693848
	Iteration 1F: 3 clusters Score -4576991 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -4577678.000000 Penalty: 3524.693848
	Iteration 2Q: 3 clusters Score -4577678 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -4578532.500000 Penalty: 3524.693848
	Iteration 3Q: 3 clusters Score -4578532 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -4579711.500000 Penalty: 3524.693848
	Iteration 4F: 3 clusters Score -4579712 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -4581261.000000 Penalty: 3524.693848
	Iteration 5F: 3 clusters Score -4581261 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -4583082.500000 Penalty: 3524.693848
	Iteration 6F: 3 clusters Score -4583082 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -4584992.500000 Penalty: 3524.693848
	Iteration 7F: 3 clusters Score -4584992 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -4586871.500000 Penalty: 3524.693848
	Iteration 8F: 3 clusters Score -4586872 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 39270 members 
Entering Unmasked Estep 
Score: -4589003.500000 Penalty: 3524.693848
	Iteration 9F: 3 clusters Score -4589004 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -4591098.500000 Penalty: 3524.693848
	Iteration 10Q: 3 clusters Score -4591098 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -4592917.500000 Penalty: 3524.693848
	Iteration 11Q: 3 clusters Score -4592918 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 44592 members 
Entering Unmasked Estep 
Score: -4594284.500000 Penalty: 3524.693848
	Iteration 12Q: 3 clusters Score -4594284 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 45584 members 
Entering Unmasked Estep 
Score: -4595122.500000 Penalty: 3524.693848
	Iteration 13Q: 3 clusters Score -4595122 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -4595740.500000 Penalty: 3524.693848
	Iteration 14Q: 3 clusters Score -4595740 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -4596186.500000 Penalty: 3524.693848
	Iteration 15Q: 3 clusters Score -4596186 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
Score: -4596555.500000 Penalty: 3524.693848
	Iteration 16Q: 3 clusters Score -4596556 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
Score: -4596849.500000 Penalty: 3524.693848
	Iteration 17Q: 3 clusters Score -4596850 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
Score: -4597023.500000 Penalty: 3524.693848
	Iteration 18Q: 3 clusters Score -4597024 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 48446 members 
Entering Unmasked Estep 
Score: -4597141.000000 Penalty: 3524.693848
	Iteration 19Q: 3 clusters Score -4597141 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 48584 members 
Entering Unmasked Estep 
Score: -4597200.000000 Penalty: 3524.693848
	Iteration 20F: 3 clusters Score -4597200 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 48692 members 
Entering Unmasked Estep 
Score: -4597224.500000 Penalty: 3524.693848
	Iteration 21Q: 3 clusters Score -4597224 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 48771 members 
Entering Unmasked Estep 
Score: -4597256.500000 Penalty: 3524.693848
	Iteration 22Q: 3 clusters Score -4597256 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 48818 members 
Entering Unmasked Estep 
Score: -4597267.500000 Penalty: 3524.693848
	Iteration 23Q: 3 clusters Score -4597268 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -4597277.500000 Penalty: 3524.693848
	Iteration 24Q: 3 clusters Score -4597278 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 48894 members 
Entering Unmasked Estep 
Score: -4597275.500000 Penalty: 3524.693848
	Iteration 25Q: 3 clusters Score -4597276 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 48925 members 
Entering Unmasked Estep 
Score: -4597297.500000 Penalty: 3524.693848
	Iteration 26Q: 3 clusters Score -4597298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
Score: -4597291.000000 Penalty: 3524.693848
	Iteration 27Q: 3 clusters Score -4597291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 48960 members 
Entering Unmasked Estep 
Score: -4597290.000000 Penalty: 3524.693848
	Iteration 28Q: 3 clusters Score -4597290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
Score: -4597299.500000 Penalty: 3524.693848
	Iteration 29Q: 3 clusters Score -4597300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -4597296.000000 Penalty: 3524.693848
	Iteration 30Q: 3 clusters Score -4597296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 49000 members 
Entering Unmasked Estep 
Score: -4597305.000000 Penalty: 3524.693848
	Iteration 31Q: 3 clusters Score -4597305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 49009 members 
Entering Unmasked Estep 
Score: -4597306.000000 Penalty: 3524.693848
	Iteration 32Q: 3 clusters Score -4597306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 49018 members 
Entering Unmasked Estep 
Score: -4597305.500000 Penalty: 3524.693848
	Iteration 33Q: 3 clusters Score -4597306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 49025 members 
Entering Unmasked Estep 
Score: -4597307.500000 Penalty: 3524.693848
	Iteration 34Q: 3 clusters Score -4597308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 49029 members 
Entering Unmasked Estep 
Score: -4597309.000000 Penalty: 3524.693848
	Iteration 35Q: 3 clusters Score -4597309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 49032 members 
Entering Unmasked Estep 
Score: -4597304.500000 Penalty: 3524.693848
	Iteration 36Q: 3 clusters Score -4597304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
Score: -4597306.000000 Penalty: 3524.693848
	Iteration 37Q: 3 clusters Score -4597306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
Score: -4597306.000000 Penalty: 3524.693848
	Iteration 38F: 3 clusters Score -4597306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Entering Unmasked Estep 
Score: -984635.375000 Penalty: 1513.726685
	Iteration 0F: 2 clusters Score -984635.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -976790.562500 Penalty: 3027.453369
	Iteration 0F: 3 clusters Score -976790.6 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -979367.062500 Penalty: 3027.453369
	Iteration 1F: 3 clusters Score -979367.1 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -979753.687500 Penalty: 3027.453369
	Iteration 2F: 3 clusters Score -979753.7 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -980165.562500 Penalty: 3027.453369
	Iteration 3F: 3 clusters Score -980165.6 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -980578.062500 Penalty: 3027.453369
	Iteration 4F: 3 clusters Score -980578.1 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -981035.937500 Penalty: 3027.453369
	Iteration 5F: 3 clusters Score -981035.9 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -981555.562500 Penalty: 3027.453369
	Iteration 6F: 3 clusters Score -981555.6 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -982067.812500 Penalty: 3027.453369
	Iteration 7F: 3 clusters Score -982067.8 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -982524.750000 Penalty: 3027.453369
	Iteration 8F: 3 clusters Score -982524.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -982883.000000 Penalty: 3027.453369
	Iteration 9Q: 3 clusters Score -982883 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -983194.375000 Penalty: 3027.453369
	Iteration 10Q: 3 clusters Score -983194.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -983404.062500 Penalty: 3027.453369
	Iteration 11Q: 3 clusters Score -983404.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -983527.687500 Penalty: 3027.453369
	Iteration 12Q: 3 clusters Score -983527.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -983633.500000 Penalty: 3027.453369
	Iteration 13Q: 3 clusters Score -983633.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -983705.250000 Penalty: 3027.453369
	Iteration 14Q: 3 clusters Score -983705.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -983756.375000 Penalty: 3027.453369
	Iteration 15Q: 3 clusters Score -983756.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -983793.250000 Penalty: 3027.453369
	Iteration 16Q: 3 clusters Score -983793.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -983825.312500 Penalty: 3027.453369
	Iteration 17Q: 3 clusters Score -983825.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -983853.125000 Penalty: 3027.453369
	Iteration 18Q: 3 clusters Score -983853.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -983874.000000 Penalty: 3027.453369
	Iteration 19Q: 3 clusters Score -983874 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -983895.562500 Penalty: 3027.453369
	Iteration 20F: 3 clusters Score -983895.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -983910.625000 Penalty: 3027.453369
	Iteration 21Q: 3 clusters Score -983910.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -983926.312500 Penalty: 3027.453369
	Iteration 22Q: 3 clusters Score -983926.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -983948.062500 Penalty: 3027.453369
	Iteration 23Q: 3 clusters Score -983948.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -983970.750000 Penalty: 3027.453369
	Iteration 24Q: 3 clusters Score -983970.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -983994.750000 Penalty: 3027.453369
	Iteration 25Q: 3 clusters Score -983994.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -984013.375000 Penalty: 3027.453369
	Iteration 26Q: 3 clusters Score -984013.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -984035.375000 Penalty: 3027.453369
	Iteration 27Q: 3 clusters Score -984035.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -984063.500000 Penalty: 3027.453369
	Iteration 28Q: 3 clusters Score -984063.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -984084.750000 Penalty: 3027.453369
	Iteration 29Q: 3 clusters Score -984084.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -984107.625000 Penalty: 3027.453369
	Iteration 30Q: 3 clusters Score -984107.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -984130.062500 Penalty: 3027.453369
	Iteration 31Q: 3 clusters Score -984130.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -984142.375000 Penalty: 3027.453369
	Iteration 32Q: 3 clusters Score -984142.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -984155.000000 Penalty: 3027.453369
	Iteration 33Q: 3 clusters Score -984155 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -984159.312500 Penalty: 3027.453369
	Iteration 34Q: 3 clusters Score -984159.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -984164.812500 Penalty: 3027.453369
	Iteration 35Q: 3 clusters Score -984164.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -984167.437500 Penalty: 3027.453369
	Iteration 36Q: 3 clusters Score -984167.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -984174.937500 Penalty: 3027.453369
	Iteration 37Q: 3 clusters Score -984174.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -984176.125000 Penalty: 3027.453369
	Iteration 38Q: 3 clusters Score -984176.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -984179.937500 Penalty: 3027.453369
	Iteration 39Q: 3 clusters Score -984179.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -984186.187500 Penalty: 3027.453369
	Iteration 40F: 3 clusters Score -984186.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -984186.500000 Penalty: 3027.453369
	Iteration 41Q: 3 clusters Score -984186.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -984190.062500 Penalty: 3027.453369
	Iteration 42Q: 3 clusters Score -984190.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -984190.687500 Penalty: 3027.453369
	Iteration 43Q: 3 clusters Score -984190.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -984194.125000 Penalty: 3027.453369
	Iteration 44Q: 3 clusters Score -984194.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -984192.500000 Penalty: 3027.453369
	Iteration 45Q: 3 clusters Score -984192.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -984194.125000 Penalty: 3027.453369
	Iteration 46Q: 3 clusters Score -984194.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -984197.125000 Penalty: 3027.453369
	Iteration 47Q: 3 clusters Score -984197.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -984199.375000 Penalty: 3027.453369
	Iteration 48Q: 3 clusters Score -984199.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -984199.250000 Penalty: 3027.453369
	Iteration 49Q: 3 clusters Score -984199.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -984200.000000 Penalty: 3027.453369
	Iteration 50Q: 3 clusters Score -984200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -984199.437500 Penalty: 3027.453369
	Iteration 51Q: 3 clusters Score -984199.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -984199.437500 Penalty: 3027.453369
	Iteration 52Q: 3 clusters Score -984199.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -984200.937500 Penalty: 3027.453369
	Iteration 53Q: 3 clusters Score -984200.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -984200.687500 Penalty: 3027.453369
	Iteration 54Q: 3 clusters Score -984200.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -984199.812500 Penalty: 3027.453369
	Iteration 55Q: 3 clusters Score -984199.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -984201.312500 Penalty: 3027.453369
	Iteration 56Q: 3 clusters Score -984201.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -984199.937500 Penalty: 3027.453369
	Iteration 57Q: 3 clusters Score -984199.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -984199.937500 Penalty: 3027.453369
	Iteration 58F: 3 clusters Score -984199.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -971547.812500 Penalty: 1503.895264
	Iteration 0F: 2 clusters Score -971547.8 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 5310 members 
Entering Unmasked Estep 
Score: -964127.625000 Penalty: 3007.790527
	Iteration 0F: 3 clusters Score -964127.6 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -966575.187500 Penalty: 3007.790527
	Iteration 1F: 3 clusters Score -966575.2 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -966851.750000 Penalty: 3007.790527
	Iteration 2F: 3 clusters Score -966851.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -967145.187500 Penalty: 3007.790527
	Iteration 3F: 3 clusters Score -967145.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -967476.687500 Penalty: 3007.790527
	Iteration 4F: 3 clusters Score -967476.7 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -967903.062500 Penalty: 3007.790527
	Iteration 5F: 3 clusters Score -967903.1 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -968378.750000 Penalty: 3007.790527
	Iteration 6F: 3 clusters Score -968378.8 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -968823.062500 Penalty: 3007.790527
	Iteration 7F: 3 clusters Score -968823.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -969231.812500 Penalty: 3007.790527
	Iteration 8Q: 3 clusters Score -969231.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -969552.187500 Penalty: 3007.790527
	Iteration 9Q: 3 clusters Score -969552.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -969796.500000 Penalty: 3007.790527
	Iteration 10Q: 3 clusters Score -969796.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -969947.625000 Penalty: 3007.790527
	Iteration 11Q: 3 clusters Score -969947.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -970037.187500 Penalty: 3007.790527
	Iteration 12Q: 3 clusters Score -970037.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -970093.500000 Penalty: 3007.790527
	Iteration 13Q: 3 clusters Score -970093.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -970122.250000 Penalty: 3007.790527
	Iteration 14Q: 3 clusters Score -970122.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -970153.000000 Penalty: 3007.790527
	Iteration 15Q: 3 clusters Score -970153 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -970166.500000 Penalty: 3007.790527
	Iteration 16Q: 3 clusters Score -970166.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -970177.187500 Penalty: 3007.790527
	Iteration 17Q: 3 clusters Score -970177.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -970183.437500 Penalty: 3007.790527
	Iteration 18Q: 3 clusters Score -970183.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -970188.562500 Penalty: 3007.790527
	Iteration 19Q: 3 clusters Score -970188.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -970189.687500 Penalty: 3007.790527
	Iteration 20F: 3 clusters Score -970189.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -970192.625000 Penalty: 3007.790527
	Iteration 21Q: 3 clusters Score -970192.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -970192.500000 Penalty: 3007.790527
	Iteration 22Q: 3 clusters Score -970192.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -970192.875000 Penalty: 3007.790527
	Iteration 23Q: 3 clusters Score -970192.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -970193.750000 Penalty: 3007.790527
	Iteration 24Q: 3 clusters Score -970193.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -970194.750000 Penalty: 3007.790527
	Iteration 25Q: 3 clusters Score -970194.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -970196.375000 Penalty: 3007.790527
	Iteration 26Q: 3 clusters Score -970196.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -970196.375000 Penalty: 3007.790527
	Iteration 27F: 3 clusters Score -970196.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Entering Unmasked Estep 
Score: -152415.968750 Penalty: 1238.364624
	Iteration 0F: 2 clusters Score -152416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -150322.203125 Penalty: 2476.729248
	Iteration 0F: 3 clusters Score -150322.2 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -150935.875000 Penalty: 2476.729248
	Iteration 1F: 3 clusters Score -150935.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -151174.515625 Penalty: 2476.729248
	Iteration 2F: 3 clusters Score -151174.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -151379.578125 Penalty: 2476.729248
	Iteration 3F: 3 clusters Score -151379.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -151583.328125 Penalty: 2476.729248
	Iteration 4F: 3 clusters Score -151583.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -151705.703125 Penalty: 2476.729248
	Iteration 5F: 3 clusters Score -151705.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -151788.453125 Penalty: 2476.729248
	Iteration 6Q: 3 clusters Score -151788.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -151860.968750 Penalty: 2476.729248
	Iteration 7Q: 3 clusters Score -151861 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -151908.937500 Penalty: 2476.729248
	Iteration 8Q: 3 clusters Score -151908.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -151938.593750 Penalty: 2476.729248
	Iteration 9Q: 3 clusters Score -151938.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -151961.703125 Penalty: 2476.729248
	Iteration 10Q: 3 clusters Score -151961.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -151982.375000 Penalty: 2476.729248
	Iteration 11Q: 3 clusters Score -151982.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -151991.531250 Penalty: 2476.729248
	Iteration 12Q: 3 clusters Score -151991.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -151996.015625 Penalty: 2476.729248
	Iteration 13Q: 3 clusters Score -151996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -152003.375000 Penalty: 2476.729248
	Iteration 14Q: 3 clusters Score -152003.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -152007.937500 Penalty: 2476.729248
	Iteration 15Q: 3 clusters Score -152007.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -152010.843750 Penalty: 2476.729248
	Iteration 16Q: 3 clusters Score -152010.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -152012.531250 Penalty: 2476.729248
	Iteration 17Q: 3 clusters Score -152012.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -152013.703125 Penalty: 2476.729248
	Iteration 18Q: 3 clusters Score -152013.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -152014.875000 Penalty: 2476.729248
	Iteration 19Q: 3 clusters Score -152014.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -152015.890625 Penalty: 2476.729248
	Iteration 20F: 3 clusters Score -152015.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Entering Unmasked Estep 
Score: -2544415.750000 Penalty: 1660.917725
	Iteration 0F: 2 clusters Score -2544416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -2525929.000000 Penalty: 3321.835449
	Iteration 0F: 3 clusters Score -2525929 nChanged 12588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -2533067.000000 Penalty: 3321.835449
	Iteration 1F: 3 clusters Score -2533067 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2533506.250000 Penalty: 3321.835449
	Iteration 2Q: 3 clusters Score -2533506 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -2533949.250000 Penalty: 3321.835449
	Iteration 3Q: 3 clusters Score -2533949 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2534600.250000 Penalty: 3321.835449
	Iteration 4F: 3 clusters Score -2534600 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2535526.250000 Penalty: 3321.835449
	Iteration 5F: 3 clusters Score -2535526 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2536815.500000 Penalty: 3321.835449
	Iteration 6F: 3 clusters Score -2536816 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2538386.500000 Penalty: 3321.835449
	Iteration 7F: 3 clusters Score -2538386 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2539936.750000 Penalty: 3321.835449
	Iteration 8F: 3 clusters Score -2539937 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2541174.500000 Penalty: 3321.835449
	Iteration 9F: 3 clusters Score -2541174 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2542009.250000 Penalty: 3321.835449
	Iteration 10Q: 3 clusters Score -2542009 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2542431.250000 Penalty: 3321.835449
	Iteration 11Q: 3 clusters Score -2542431 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2542649.250000 Penalty: 3321.835449
	Iteration 12Q: 3 clusters Score -2542649 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2542761.500000 Penalty: 3321.835449
	Iteration 13Q: 3 clusters Score -2542762 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2542821.750000 Penalty: 3321.835449
	Iteration 14Q: 3 clusters Score -2542822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2542846.750000 Penalty: 3321.835449
	Iteration 15Q: 3 clusters Score -2542847 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2542870.000000 Penalty: 3321.835449
	Iteration 16Q: 3 clusters Score -2542870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2542892.250000 Penalty: 3321.835449
	Iteration 17Q: 3 clusters Score -2542892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2542908.000000 Penalty: 3321.835449
	Iteration 18Q: 3 clusters Score -2542908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2542920.500000 Penalty: 3321.835449
	Iteration 19Q: 3 clusters Score -2542920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2542928.000000 Penalty: 3321.835449
	Iteration 20F: 3 clusters Score -2542928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2542934.000000 Penalty: 3321.835449
	Iteration 21Q: 3 clusters Score -2542934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2542934.750000 Penalty: 3321.835449
	Iteration 22Q: 3 clusters Score -2542935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2542934.250000 Penalty: 3321.835449
	Iteration 23Q: 3 clusters Score -2542934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2542936.250000 Penalty: 3321.835449
	Iteration 24Q: 3 clusters Score -2542936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2542936.250000 Penalty: 3321.835449
	Iteration 25F: 3 clusters Score -2542936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Entering Unmasked Estep 
Score: -174303.796875 Penalty: 1231.697876
	Iteration 0F: 2 clusters Score -174303.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -172200.187500 Penalty: 2463.395752
	Iteration 0F: 3 clusters Score -172200.2 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -172678.953125 Penalty: 2463.395752
	Iteration 1F: 3 clusters Score -172679 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -172786.796875 Penalty: 2463.395752
	Iteration 2F: 3 clusters Score -172786.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -172839.609375 Penalty: 2463.395752
	Iteration 3Q: 3 clusters Score -172839.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -172875.218750 Penalty: 2463.395752
	Iteration 4Q: 3 clusters Score -172875.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -172893.656250 Penalty: 2463.395752
	Iteration 5Q: 3 clusters Score -172893.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -172904.984375 Penalty: 2463.395752
	Iteration 6Q: 3 clusters Score -172905 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -172916.062500 Penalty: 2463.395752
	Iteration 7Q: 3 clusters Score -172916.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -172922.531250 Penalty: 2463.395752
	Iteration 8Q: 3 clusters Score -172922.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -172928.109375 Penalty: 2463.395752
	Iteration 9Q: 3 clusters Score -172928.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -172931.218750 Penalty: 2463.395752
	Iteration 10Q: 3 clusters Score -172931.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -172932.187500 Penalty: 2463.395752
	Iteration 11Q: 3 clusters Score -172932.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -172933.218750 Penalty: 2463.395752
	Iteration 12Q: 3 clusters Score -172933.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -172933.671875 Penalty: 2463.395752
	Iteration 13Q: 3 clusters Score -172933.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -172934.062500 Penalty: 2463.395752
	Iteration 14Q: 3 clusters Score -172934.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -172934.328125 Penalty: 2463.395752
	Iteration 15Q: 3 clusters Score -172934.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -172934.328125 Penalty: 2463.395752
	Iteration 16F: 3 clusters Score -172934.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Entering Unmasked Estep 
Score: -1295028.875000 Penalty: 1556.969727
	Iteration 0F: 2 clusters Score -1295029 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 7250 members 
Entering Unmasked Estep 
Score: -1285015.500000 Penalty: 3113.939453
	Iteration 0F: 3 clusters Score -1285016 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1288522.000000 Penalty: 3113.939453
	Iteration 1F: 3 clusters Score -1288522 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1288895.375000 Penalty: 3113.939453
	Iteration 2F: 3 clusters Score -1288895 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1289340.250000 Penalty: 3113.939453
	Iteration 3F: 3 clusters Score -1289340 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1289876.250000 Penalty: 3113.939453
	Iteration 4F: 3 clusters Score -1289876 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1290424.375000 Penalty: 3113.939453
	Iteration 5F: 3 clusters Score -1290424 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1290983.375000 Penalty: 3113.939453
	Iteration 6F: 3 clusters Score -1290983 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1291525.875000 Penalty: 3113.939453
	Iteration 7F: 3 clusters Score -1291526 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1292029.500000 Penalty: 3113.939453
	Iteration 8Q: 3 clusters Score -1292030 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1292537.375000 Penalty: 3113.939453
	Iteration 9Q: 3 clusters Score -1292537 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1293026.000000 Penalty: 3113.939453
	Iteration 10Q: 3 clusters Score -1293026 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1293454.250000 Penalty: 3113.939453
	Iteration 11Q: 3 clusters Score -1293454 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1293834.875000 Penalty: 3113.939453
	Iteration 12Q: 3 clusters Score -1293835 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1294137.125000 Penalty: 3113.939453
	Iteration 13Q: 3 clusters Score -1294137 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1294366.125000 Penalty: 3113.939453
	Iteration 14Q: 3 clusters Score -1294366 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1294527.000000 Penalty: 3113.939453
	Iteration 15Q: 3 clusters Score -1294527 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1294612.375000 Penalty: 3113.939453
	Iteration 16Q: 3 clusters Score -1294612 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1294669.875000 Penalty: 3113.939453
	Iteration 17Q: 3 clusters Score -1294670 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1294718.125000 Penalty: 3113.939453
	Iteration 18Q: 3 clusters Score -1294718 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1294759.125000 Penalty: 3113.939453
	Iteration 19Q: 3 clusters Score -1294759 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1294781.625000 Penalty: 3113.939453
	Iteration 20F: 3 clusters Score -1294782 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1294792.750000 Penalty: 3113.939453
	Iteration 21Q: 3 clusters Score -1294793 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1294798.000000 Penalty: 3113.939453
	Iteration 22Q: 3 clusters Score -1294798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1294802.250000 Penalty: 3113.939453
	Iteration 23Q: 3 clusters Score -1294802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1294805.875000 Penalty: 3113.939453
	Iteration 24Q: 3 clusters Score -1294806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1294807.125000 Penalty: 3113.939453
	Iteration 25Q: 3 clusters Score -1294807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1294810.500000 Penalty: 3113.939453
	Iteration 26Q: 3 clusters Score -1294810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1294810.750000 Penalty: 3113.939453
	Iteration 27Q: 3 clusters Score -1294811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1294810.250000 Penalty: 3113.939453
	Iteration 28Q: 3 clusters Score -1294810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1294810.625000 Penalty: 3113.939453
	Iteration 29Q: 3 clusters Score -1294811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1294811.875000 Penalty: 3113.939453
	Iteration 30Q: 3 clusters Score -1294812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1294812.125000 Penalty: 3113.939453
	Iteration 31Q: 3 clusters Score -1294812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1294814.875000 Penalty: 3113.939453
	Iteration 32Q: 3 clusters Score -1294815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1294816.625000 Penalty: 3113.939453
	Iteration 33Q: 3 clusters Score -1294817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1294816.750000 Penalty: 3113.939453
	Iteration 34Q: 3 clusters Score -1294817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1294815.875000 Penalty: 3113.939453
	Iteration 35Q: 3 clusters Score -1294816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1294814.000000 Penalty: 3113.939453
	Iteration 36Q: 3 clusters Score -1294814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1294813.875000 Penalty: 3113.939453
	Iteration 37Q: 3 clusters Score -1294814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1294814.000000 Penalty: 3113.939453
	Iteration 38Q: 3 clusters Score -1294814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1294813.375000 Penalty: 3113.939453
	Iteration 39Q: 3 clusters Score -1294813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1294813.375000 Penalty: 3113.939453
	Iteration 40F: 3 clusters Score -1294813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (72056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72056 members 
Entering Unmasked Estep 
Score: -6603767.000000 Penalty: 1817.594849
	Iteration 0F: 2 clusters Score -6603767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -6555517.500000 Penalty: 3635.189697
	Iteration 0F: 3 clusters Score -6555518 nChanged 34241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -6575475.500000 Penalty: 3635.189697
	Iteration 1F: 3 clusters Score -6575476 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -6576264.500000 Penalty: 3635.189697
	Iteration 2Q: 3 clusters Score -6576264 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -6577361.500000 Penalty: 3635.189697
	Iteration 3Q: 3 clusters Score -6577362 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
Score: -6578891.500000 Penalty: 3635.189697
	Iteration 4F: 3 clusters Score -6578892 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -6580956.500000 Penalty: 3635.189697
	Iteration 5F: 3 clusters Score -6580956 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 49275 members 
Entering Unmasked Estep 
Score: -6583583.000000 Penalty: 3635.189697
	Iteration 6F: 3 clusters Score -6583583 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 53588 members 
Entering Unmasked Estep 
Score: -6586880.500000 Penalty: 3635.189697
	Iteration 7F: 3 clusters Score -6586880 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 58146 members 
Entering Unmasked Estep 
Score: -6590320.000000 Penalty: 3635.189697
	Iteration 8F: 3 clusters Score -6590320 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 62484 members 
Entering Unmasked Estep 
Score: -6594004.500000 Penalty: 3635.189697
	Iteration 9F: 3 clusters Score -6594004 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 66186 members 
Entering Unmasked Estep 
Score: -6597244.500000 Penalty: 3635.189697
	Iteration 10F: 3 clusters Score -6597244 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 68807 members 
Entering Unmasked Estep 
Score: -6599689.500000 Penalty: 3635.189697
	Iteration 11Q: 3 clusters Score -6599690 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 70302 members 
Entering Unmasked Estep 
Score: -6600988.500000 Penalty: 3635.189697
	Iteration 12Q: 3 clusters Score -6600988 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 70996 members 
Entering Unmasked Estep 
Score: -6601592.000000 Penalty: 3635.189697
	Iteration 13Q: 3 clusters Score -6601592 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 71311 members 
Entering Unmasked Estep 
Score: -6601907.500000 Penalty: 3635.189697
	Iteration 14Q: 3 clusters Score -6601908 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 71446 members 
Entering Unmasked Estep 
Score: -6602066.500000 Penalty: 3635.189697
	Iteration 15Q: 3 clusters Score -6602066 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 71503 members 
Entering Unmasked Estep 
Score: -6602149.000000 Penalty: 3635.189697
	Iteration 16Q: 3 clusters Score -6602149 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 71540 members 
Entering Unmasked Estep 
Score: -6602218.500000 Penalty: 3635.189697
	Iteration 17Q: 3 clusters Score -6602218 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 71569 members 
Entering Unmasked Estep 
Score: -6602272.500000 Penalty: 3635.189697
	Iteration 18Q: 3 clusters Score -6602272 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 71581 members 
Entering Unmasked Estep 
Score: -6602317.000000 Penalty: 3635.189697
	Iteration 19Q: 3 clusters Score -6602317 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 71585 members 
Entering Unmasked Estep 
Score: -6602344.500000 Penalty: 3635.189697
	Iteration 20F: 3 clusters Score -6602344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 71586 members 
Entering Unmasked Estep 
Score: -6602352.000000 Penalty: 3635.189697
	Iteration 21Q: 3 clusters Score -6602352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 71592 members 
Entering Unmasked Estep 
Score: -6602363.500000 Penalty: 3635.189697
	Iteration 22Q: 3 clusters Score -6602364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 71593 members 
Entering Unmasked Estep 
Score: -6602365.000000 Penalty: 3635.189697
	Iteration 23Q: 3 clusters Score -6602365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 71595 members 
Entering Unmasked Estep 
Score: -6602363.000000 Penalty: 3635.189697
	Iteration 24Q: 3 clusters Score -6602363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 71596 members 
Entering Unmasked Estep 
Score: -6602363.000000 Penalty: 3635.189697
	Iteration 25Q: 3 clusters Score -6602363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 71596 members 
Entering Unmasked Estep 
Score: -6602368.000000 Penalty: 3635.189697
	Iteration 26Q: 3 clusters Score -6602368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 71596 members 
Entering Unmasked Estep 
Score: -6602368.000000 Penalty: 3635.189697
	Iteration 27F: 3 clusters Score -6602368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Entering Unmasked Estep 
Score: -2066740.750000 Penalty: 1645.069824
	Iteration 0F: 2 clusters Score -2066741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2049781.250000 Penalty: 3290.139648
	Iteration 0F: 3 clusters Score -2049781 nChanged 11510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2056608.250000 Penalty: 3290.139648
	Iteration 1F: 3 clusters Score -2056608 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -2057390.250000 Penalty: 3290.139648
	Iteration 2F: 3 clusters Score -2057390 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -2058136.375000 Penalty: 3290.139648
	Iteration 3F: 3 clusters Score -2058136 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -2058878.000000 Penalty: 3290.139648
	Iteration 4F: 3 clusters Score -2058878 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -2059574.750000 Penalty: 3290.139648
	Iteration 5F: 3 clusters Score -2059575 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2060260.000000 Penalty: 3290.139648
	Iteration 6F: 3 clusters Score -2060260 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -2060868.000000 Penalty: 3290.139648
	Iteration 7Q: 3 clusters Score -2060868 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2061399.500000 Penalty: 3290.139648
	Iteration 8Q: 3 clusters Score -2061400 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2061842.375000 Penalty: 3290.139648
	Iteration 9Q: 3 clusters Score -2061842 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2062185.625000 Penalty: 3290.139648
	Iteration 10Q: 3 clusters Score -2062186 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2062465.750000 Penalty: 3290.139648
	Iteration 11Q: 3 clusters Score -2062466 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -2062637.375000 Penalty: 3290.139648
	Iteration 12Q: 3 clusters Score -2062637 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2062778.750000 Penalty: 3290.139648
	Iteration 13Q: 3 clusters Score -2062779 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -2062890.500000 Penalty: 3290.139648
	Iteration 14Q: 3 clusters Score -2062890 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2063001.250000 Penalty: 3290.139648
	Iteration 15Q: 3 clusters Score -2063001 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -2063094.000000 Penalty: 3290.139648
	Iteration 16Q: 3 clusters Score -2063094 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2063161.125000 Penalty: 3290.139648
	Iteration 17Q: 3 clusters Score -2063161 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2063227.375000 Penalty: 3290.139648
	Iteration 18Q: 3 clusters Score -2063227 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2063268.125000 Penalty: 3290.139648
	Iteration 19Q: 3 clusters Score -2063268 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2063304.000000 Penalty: 3290.139648
	Iteration 20F: 3 clusters Score -2063304 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -2063327.000000 Penalty: 3290.139648
	Iteration 21Q: 3 clusters Score -2063327 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2063361.625000 Penalty: 3290.139648
	Iteration 22Q: 3 clusters Score -2063362 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2063391.625000 Penalty: 3290.139648
	Iteration 23Q: 3 clusters Score -2063392 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2063417.750000 Penalty: 3290.139648
	Iteration 24Q: 3 clusters Score -2063418 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2063445.875000 Penalty: 3290.139648
	Iteration 25Q: 3 clusters Score -2063446 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2063464.875000 Penalty: 3290.139648
	Iteration 26Q: 3 clusters Score -2063465 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2063476.875000 Penalty: 3290.139648
	Iteration 27Q: 3 clusters Score -2063477 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -2063489.375000 Penalty: 3290.139648
	Iteration 28Q: 3 clusters Score -2063489 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2063500.000000 Penalty: 3290.139648
	Iteration 29Q: 3 clusters Score -2063500 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2063507.375000 Penalty: 3290.139648
	Iteration 30Q: 3 clusters Score -2063507 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2063515.500000 Penalty: 3290.139648
	Iteration 31Q: 3 clusters Score -2063516 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2063523.500000 Penalty: 3290.139648
	Iteration 32Q: 3 clusters Score -2063524 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2063534.125000 Penalty: 3290.139648
	Iteration 33Q: 3 clusters Score -2063534 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2063545.625000 Penalty: 3290.139648
	Iteration 34Q: 3 clusters Score -2063546 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2063554.000000 Penalty: 3290.139648
	Iteration 35Q: 3 clusters Score -2063554 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2063559.500000 Penalty: 3290.139648
	Iteration 36Q: 3 clusters Score -2063560 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2063565.000000 Penalty: 3290.139648
	Iteration 37Q: 3 clusters Score -2063565 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2063573.875000 Penalty: 3290.139648
	Iteration 38Q: 3 clusters Score -2063574 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2063584.375000 Penalty: 3290.139648
	Iteration 39Q: 3 clusters Score -2063584 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2063587.625000 Penalty: 3290.139648
	Iteration 40F: 3 clusters Score -2063588 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2063592.625000 Penalty: 3290.139648
	Iteration 41Q: 3 clusters Score -2063593 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -2063598.375000 Penalty: 3290.139648
	Iteration 42Q: 3 clusters Score -2063598 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2063599.750000 Penalty: 3290.139648
	Iteration 43Q: 3 clusters Score -2063600 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2063596.000000 Penalty: 3290.139648
	Iteration 44Q: 3 clusters Score -2063596 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2063604.125000 Penalty: 3290.139648
	Iteration 45Q: 3 clusters Score -2063604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2063607.750000 Penalty: 3290.139648
	Iteration 46Q: 3 clusters Score -2063608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2063610.000000 Penalty: 3290.139648
	Iteration 47Q: 3 clusters Score -2063610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -2063611.125000 Penalty: 3290.139648
	Iteration 48Q: 3 clusters Score -2063611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2063610.125000 Penalty: 3290.139648
	Iteration 49Q: 3 clusters Score -2063610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2063612.125000 Penalty: 3290.139648
	Iteration 50Q: 3 clusters Score -2063612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2063610.375000 Penalty: 3290.139648
	Iteration 51Q: 3 clusters Score -2063610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2063610.875000 Penalty: 3290.139648
	Iteration 52Q: 3 clusters Score -2063611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2063609.000000 Penalty: 3290.139648
	Iteration 53Q: 3 clusters Score -2063609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2063609.875000 Penalty: 3290.139648
	Iteration 54Q: 3 clusters Score -2063610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2063612.375000 Penalty: 3290.139648
	Iteration 55Q: 3 clusters Score -2063612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -2063612.875000 Penalty: 3290.139648
	Iteration 56Q: 3 clusters Score -2063613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2063613.750000 Penalty: 3290.139648
	Iteration 57Q: 3 clusters Score -2063614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2063607.500000 Penalty: 3290.139648
	Iteration 58Q: 3 clusters Score -2063608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2063614.000000 Penalty: 3290.139648
	Iteration 59Q: 3 clusters Score -2063614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2063611.000000 Penalty: 3290.139648
	Iteration 60F: 3 clusters Score -2063611 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2063614.500000 Penalty: 3290.139648
	Iteration 61Q: 3 clusters Score -2063614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2063623.125000 Penalty: 3290.139648
	Iteration 62Q: 3 clusters Score -2063623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2063618.750000 Penalty: 3290.139648
	Iteration 63Q: 3 clusters Score -2063619 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2063630.375000 Penalty: 3290.139648
	Iteration 64Q: 3 clusters Score -2063630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -2063628.625000 Penalty: 3290.139648
	Iteration 65Q: 3 clusters Score -2063629 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2063631.750000 Penalty: 3290.139648
	Iteration 66Q: 3 clusters Score -2063632 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2063637.625000 Penalty: 3290.139648
	Iteration 67Q: 3 clusters Score -2063638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2063636.750000 Penalty: 3290.139648
	Iteration 68Q: 3 clusters Score -2063637 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2063642.875000 Penalty: 3290.139648
	Iteration 69Q: 3 clusters Score -2063643 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2063652.000000 Penalty: 3290.139648
	Iteration 70Q: 3 clusters Score -2063652 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2063647.750000 Penalty: 3290.139648
	Iteration 71Q: 3 clusters Score -2063648 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2063643.250000 Penalty: 3290.139648
	Iteration 72Q: 3 clusters Score -2063643 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2063648.750000 Penalty: 3290.139648
	Iteration 73Q: 3 clusters Score -2063649 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -2063650.500000 Penalty: 3290.139648
	Iteration 74Q: 3 clusters Score -2063650 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -2063656.375000 Penalty: 3290.139648
	Iteration 75Q: 3 clusters Score -2063656 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2063667.750000 Penalty: 3290.139648
	Iteration 76Q: 3 clusters Score -2063668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2063667.750000 Penalty: 3290.139648
	Iteration 77Q: 3 clusters Score -2063668 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2063671.000000 Penalty: 3290.139648
	Iteration 78Q: 3 clusters Score -2063671 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2063675.125000 Penalty: 3290.139648
	Iteration 79Q: 3 clusters Score -2063675 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2063681.875000 Penalty: 3290.139648
	Iteration 80F: 3 clusters Score -2063682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2063680.500000 Penalty: 3290.139648
	Iteration 81Q: 3 clusters Score -2063680 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2063678.500000 Penalty: 3290.139648
	Iteration 82Q: 3 clusters Score -2063678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2063678.000000 Penalty: 3290.139648
	Iteration 83Q: 3 clusters Score -2063678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2063678.750000 Penalty: 3290.139648
	Iteration 84Q: 3 clusters Score -2063679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2063675.875000 Penalty: 3290.139648
	Iteration 85Q: 3 clusters Score -2063676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2063684.750000 Penalty: 3290.139648
	Iteration 86Q: 3 clusters Score -2063685 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2063685.500000 Penalty: 3290.139648
	Iteration 87Q: 3 clusters Score -2063686 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -2063689.000000 Penalty: 3290.139648
	Iteration 88Q: 3 clusters Score -2063689 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2063688.625000 Penalty: 3290.139648
	Iteration 89Q: 3 clusters Score -2063689 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2063693.375000 Penalty: 3290.139648
	Iteration 90Q: 3 clusters Score -2063693 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2063696.000000 Penalty: 3290.139648
	Iteration 91Q: 3 clusters Score -2063696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2063698.875000 Penalty: 3290.139648
	Iteration 92Q: 3 clusters Score -2063699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -2063698.750000 Penalty: 3290.139648
	Iteration 93Q: 3 clusters Score -2063699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2063701.875000 Penalty: 3290.139648
	Iteration 94Q: 3 clusters Score -2063702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2063702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2063702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2063700.250000 Penalty: 3290.139648
	Iteration 97Q: 3 clusters Score -2063700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2063704.375000 Penalty: 3290.139648
	Iteration 98Q: 3 clusters Score -2063704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2063709.500000 Penalty: 3290.139648
	Iteration 99Q: 3 clusters Score -2063710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2063710.625000 Penalty: 3290.139648
	Iteration 100F: 3 clusters Score -2063711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2063712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2063713.625000 Penalty: 3290.139648
	Iteration 102Q: 3 clusters Score -2063714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2063717.500000 Penalty: 3290.139648
	Iteration 103Q: 3 clusters Score -2063718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2063712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2063716.750000 Penalty: 3290.139648
	Iteration 105Q: 3 clusters Score -2063717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -2063718.375000 Penalty: 3290.139648
	Iteration 106Q: 3 clusters Score -2063718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -2063720.750000 Penalty: 3290.139648
	Iteration 107Q: 3 clusters Score -2063721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2063722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2063720.000000 Penalty: 3290.139648
	Iteration 109Q: 3 clusters Score -2063720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2063722.875000 Penalty: 3290.139648
	Iteration 110Q: 3 clusters Score -2063723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2063721.125000 Penalty: 3290.139648
	Iteration 111Q: 3 clusters Score -2063721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2063715.875000 Penalty: 3290.139648
	Iteration 112Q: 3 clusters Score -2063716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2063718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2063718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2063721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2063723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2063720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2063720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2063721.000000 Penalty: 3290.139648
	Iteration 119Q: 3 clusters Score -2063721 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -2063723.625000 Penalty: 3290.139648
	Iteration 120F: 3 clusters Score -2063724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2063725 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2063729 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2063726.125000 Penalty: 3290.139648
	Iteration 123Q: 3 clusters Score -2063726 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2063730.125000 Penalty: 3290.139648
	Iteration 124Q: 3 clusters Score -2063730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2063732.000000 Penalty: 3290.139648
	Iteration 125Q: 3 clusters Score -2063732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2063733.625000 Penalty: 3290.139648
	Iteration 126Q: 3 clusters Score -2063734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2063732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2063727.375000 Penalty: 3290.139648
	Iteration 128Q: 3 clusters Score -2063727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2063730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2063731.750000 Penalty: 3290.139648
	Iteration 130Q: 3 clusters Score -2063732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2063735.875000 Penalty: 3290.139648
	Iteration 131Q: 3 clusters Score -2063736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2063735 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2063738.250000 Penalty: 3290.139648
	Iteration 133Q: 3 clusters Score -2063738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2063738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2063733 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -2063741.500000 Penalty: 3290.139648
	Iteration 136Q: 3 clusters Score -2063742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2063736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2063738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2063739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2063743.750000 Penalty: 3290.139648
	Iteration 140F: 3 clusters Score -2063744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2063746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2063744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2063745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2063744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -2063742.875000 Penalty: 3290.139648
	Iteration 145Q: 3 clusters Score -2063743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2063745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2063739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2063743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2063743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2063746.500000 Penalty: 3290.139648
	Iteration 150Q: 3 clusters Score -2063746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2063744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2063745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -2063747.000000 Penalty: 3290.139648
	Iteration 153Q: 3 clusters Score -2063747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2063746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2063746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2063744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2063746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2063748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -2063752.875000 Penalty: 3290.139648
	Iteration 159Q: 3 clusters Score -2063753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2063752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -2063758.000000 Penalty: 3290.139648
	Iteration 161Q: 3 clusters Score -2063758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -2063760.250000 Penalty: 3290.139648
	Iteration 162Q: 3 clusters Score -2063760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2063758 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2063759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2063760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2063756.250000 Penalty: 3290.139648
	Iteration 166Q: 3 clusters Score -2063756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2063755 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2063754 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2063765 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2063763 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2063769.875000 Penalty: 3290.139648
	Iteration 171Q: 3 clusters Score -2063770 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2063775.000000 Penalty: 3290.139648
	Iteration 172Q: 3 clusters Score -2063775 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2063777 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2063785 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2063788.500000 Penalty: 3290.139648
	Iteration 175Q: 3 clusters Score -2063788 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2063796 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2063798 nChanged 57
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Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2063801.000000 Penalty: 3290.139648
	Iteration 178Q: 3 clusters Score -2063801 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -2063804 nChanged 51
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Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2063809.000000 Penalty: 3290.139648
	Iteration 180F: 3 clusters Score -2063809 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -2063821.125000 Penalty: 3290.139648
	Iteration 181Q: 3 clusters Score -2063821 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2063828.500000 Penalty: 3290.139648
	Iteration 182Q: 3 clusters Score -2063828 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2063834.500000 Penalty: 3290.139648
	Iteration 183Q: 3 clusters Score -2063834 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -2063840.000000 Penalty: 3290.139648
	Iteration 184Q: 3 clusters Score -2063840 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2063846 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2063853.000000 Penalty: 3290.139648
	Iteration 186Q: 3 clusters Score -2063853 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2063862.125000 Penalty: 3290.139648
	Iteration 187Q: 3 clusters Score -2063862 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -2063876 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -2063879 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -2063887.000000 Penalty: 3290.139648
	Iteration 190Q: 3 clusters Score -2063887 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2063894.375000 Penalty: 3290.139648
	Iteration 191Q: 3 clusters Score -2063894 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -2063901.125000 Penalty: 3290.139648
	Iteration 192Q: 3 clusters Score -2063901 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -2063908 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2063917.500000 Penalty: 3290.139648
	Iteration 194Q: 3 clusters Score -2063918 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -2063925.500000 Penalty: 3290.139648
	Iteration 195Q: 3 clusters Score -2063926 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -2063939.750000 Penalty: 3290.139648
	Iteration 196Q: 3 clusters Score -2063940 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -2063953.250000 Penalty: 3290.139648
	Iteration 197Q: 3 clusters Score -2063953 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2063968 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -2063985 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -2064009.125000 Penalty: 3290.139648
	Iteration 200F: 3 clusters Score -2064009 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2064030.125000 Penalty: 3290.139648
	Iteration 201Q: 3 clusters Score -2064030 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2064044.750000 Penalty: 3290.139648
	Iteration 202Q: 3 clusters Score -2064045 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -2064071 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -2064088 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2064128.000000 Penalty: 3290.139648
	Iteration 205Q: 3 clusters Score -2064128 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -2064154.625000 Penalty: 3290.139648
	Iteration 206Q: 3 clusters Score -2064155 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2064193.250000 Penalty: 3290.139648
	Iteration 207Q: 3 clusters Score -2064193 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -2064230 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2064279.250000 Penalty: 3290.139648
	Iteration 209Q: 3 clusters Score -2064279 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -2064329 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2064370.750000 Penalty: 3290.139648
	Iteration 211Q: 3 clusters Score -2064371 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2064428.500000 Penalty: 3290.139648
	Iteration 212Q: 3 clusters Score -2064428 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2064493.375000 Penalty: 3290.139648
	Iteration 213Q: 3 clusters Score -2064493 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -2064568.500000 Penalty: 3290.139648
	Iteration 214Q: 3 clusters Score -2064568 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2064634.625000 Penalty: 3290.139648
	Iteration 215Q: 3 clusters Score -2064635 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2064704.500000 Penalty: 3290.139648
	Iteration 216Q: 3 clusters Score -2064704 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -2064775 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2064853.250000 Penalty: 3290.139648
	Iteration 218Q: 3 clusters Score -2064853 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -2064929 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2065014.125000 Penalty: 3290.139648
	Iteration 220F: 3 clusters Score -2065014 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2065090.000000 Penalty: 3290.139648
	Iteration 221Q: 3 clusters Score -2065090 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2065156.875000 Penalty: 3290.139648
	Iteration 222Q: 3 clusters Score -2065157 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2065211.375000 Penalty: 3290.139648
	Iteration 223Q: 3 clusters Score -2065211 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2065264.250000 Penalty: 3290.139648
	Iteration 224Q: 3 clusters Score -2065264 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2065313.500000 Penalty: 3290.139648
	Iteration 225Q: 3 clusters Score -2065314 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2065355.250000 Penalty: 3290.139648
	Iteration 226Q: 3 clusters Score -2065355 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2065390.000000 Penalty: 3290.139648
	Iteration 227Q: 3 clusters Score -2065390 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2065424.500000 Penalty: 3290.139648
	Iteration 228Q: 3 clusters Score -2065424 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2065443.875000 Penalty: 3290.139648
	Iteration 229Q: 3 clusters Score -2065444 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2065461.125000 Penalty: 3290.139648
	Iteration 230Q: 3 clusters Score -2065461 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2065472.875000 Penalty: 3290.139648
	Iteration 231Q: 3 clusters Score -2065473 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2065492.500000 Penalty: 3290.139648
	Iteration 232Q: 3 clusters Score -2065492 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2065506.000000 Penalty: 3290.139648
	Iteration 233Q: 3 clusters Score -2065506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2065516.125000 Penalty: 3290.139648
	Iteration 234Q: 3 clusters Score -2065516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2065527.125000 Penalty: 3290.139648
	Iteration 235Q: 3 clusters Score -2065527 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2065534.375000 Penalty: 3290.139648
	Iteration 236Q: 3 clusters Score -2065534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2065539.125000 Penalty: 3290.139648
	Iteration 237Q: 3 clusters Score -2065539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2065545.875000 Penalty: 3290.139648
	Iteration 238Q: 3 clusters Score -2065546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2065554.250000 Penalty: 3290.139648
	Iteration 239Q: 3 clusters Score -2065554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2065561.125000 Penalty: 3290.139648
	Iteration 240F: 3 clusters Score -2065561 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2065570.500000 Penalty: 3290.139648
	Iteration 241Q: 3 clusters Score -2065570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2065576.625000 Penalty: 3290.139648
	Iteration 242Q: 3 clusters Score -2065577 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2065587.625000 Penalty: 3290.139648
	Iteration 243Q: 3 clusters Score -2065588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2065589.500000 Penalty: 3290.139648
	Iteration 244Q: 3 clusters Score -2065590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2065594.125000 Penalty: 3290.139648
	Iteration 245Q: 3 clusters Score -2065594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2065601.375000 Penalty: 3290.139648
	Iteration 246Q: 3 clusters Score -2065601 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2065607.125000 Penalty: 3290.139648
	Iteration 247Q: 3 clusters Score -2065607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2065614.125000 Penalty: 3290.139648
	Iteration 248Q: 3 clusters Score -2065614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2065624.250000 Penalty: 3290.139648
	Iteration 249Q: 3 clusters Score -2065624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2065625.625000 Penalty: 3290.139648
	Iteration 250Q: 3 clusters Score -2065626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2065629.750000 Penalty: 3290.139648
	Iteration 251Q: 3 clusters Score -2065630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2065633.875000 Penalty: 3290.139648
	Iteration 252Q: 3 clusters Score -2065634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2065637.250000 Penalty: 3290.139648
	Iteration 253Q: 3 clusters Score -2065637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2065644.875000 Penalty: 3290.139648
	Iteration 254Q: 3 clusters Score -2065645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2065642.625000 Penalty: 3290.139648
	Iteration 255Q: 3 clusters Score -2065643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2065648.250000 Penalty: 3290.139648
	Iteration 256Q: 3 clusters Score -2065648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2065651.000000 Penalty: 3290.139648
	Iteration 257Q: 3 clusters Score -2065651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2065654.125000 Penalty: 3290.139648
	Iteration 258Q: 3 clusters Score -2065654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2065663.375000 Penalty: 3290.139648
	Iteration 259Q: 3 clusters Score -2065663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2065667.625000 Penalty: 3290.139648
	Iteration 260F: 3 clusters Score -2065668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2065670.750000 Penalty: 3290.139648
	Iteration 261Q: 3 clusters Score -2065671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2065679.625000 Penalty: 3290.139648
	Iteration 262Q: 3 clusters Score -2065680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2065692.125000 Penalty: 3290.139648
	Iteration 263Q: 3 clusters Score -2065692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2065700.125000 Penalty: 3290.139648
	Iteration 264Q: 3 clusters Score -2065700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2065707.375000 Penalty: 3290.139648
	Iteration 265Q: 3 clusters Score -2065707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2065718.375000 Penalty: 3290.139648
	Iteration 266Q: 3 clusters Score -2065718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2065725.750000 Penalty: 3290.139648
	Iteration 267Q: 3 clusters Score -2065726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2065732.375000 Penalty: 3290.139648
	Iteration 268Q: 3 clusters Score -2065732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2065736.500000 Penalty: 3290.139648
	Iteration 269Q: 3 clusters Score -2065736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2065738.875000 Penalty: 3290.139648
	Iteration 270Q: 3 clusters Score -2065739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2065739.375000 Penalty: 3290.139648
	Iteration 271Q: 3 clusters Score -2065739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2065740.500000 Penalty: 3290.139648
	Iteration 272Q: 3 clusters Score -2065740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2065742.750000 Penalty: 3290.139648
	Iteration 273Q: 3 clusters Score -2065743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2065742.750000 Penalty: 3290.139648
	Iteration 274F: 3 clusters Score -2065743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Entering Unmasked Estep 
Score: -516324.750000 Penalty: 1403.125854
	Iteration 0F: 2 clusters Score -516324.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -511987.281250 Penalty: 2806.251709
	Iteration 0F: 3 clusters Score -511987.3 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -513237.218750 Penalty: 2806.251709
	Iteration 1F: 3 clusters Score -513237.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -513437.000000 Penalty: 2806.251709
	Iteration 2F: 3 clusters Score -513437 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -513562.343750 Penalty: 2806.251709
	Iteration 3Q: 3 clusters Score -513562.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -513681.281250 Penalty: 2806.251709
	Iteration 4Q: 3 clusters Score -513681.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -513789.843750 Penalty: 2806.251709
	Iteration 5Q: 3 clusters Score -513789.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -513907.281250 Penalty: 2806.251709
	Iteration 6Q: 3 clusters Score -513907.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -514029.593750 Penalty: 2806.251709
	Iteration 7Q: 3 clusters Score -514029.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -514131.906250 Penalty: 2806.251709
	Iteration 8Q: 3 clusters Score -514131.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -514213.500000 Penalty: 2806.251709
	Iteration 9Q: 3 clusters Score -514213.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -514300.468750 Penalty: 2806.251709
	Iteration 10Q: 3 clusters Score -514300.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -514402.500000 Penalty: 2806.251709
	Iteration 11Q: 3 clusters Score -514402.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -514493.843750 Penalty: 2806.251709
	Iteration 12Q: 3 clusters Score -514493.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -514563.531250 Penalty: 2806.251709
	Iteration 13Q: 3 clusters Score -514563.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -514617.593750 Penalty: 2806.251709
	Iteration 14Q: 3 clusters Score -514617.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -514664.906250 Penalty: 2806.251709
	Iteration 15Q: 3 clusters Score -514664.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -514705.187500 Penalty: 2806.251709
	Iteration 16Q: 3 clusters Score -514705.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -514738.375000 Penalty: 2806.251709
	Iteration 17Q: 3 clusters Score -514738.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -514768.406250 Penalty: 2806.251709
	Iteration 18Q: 3 clusters Score -514768.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -514797.250000 Penalty: 2806.251709
	Iteration 19Q: 3 clusters Score -514797.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -514817.031250 Penalty: 2806.251709
	Iteration 20F: 3 clusters Score -514817 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -514829.750000 Penalty: 2806.251709
	Iteration 21Q: 3 clusters Score -514829.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -514840.750000 Penalty: 2806.251709
	Iteration 22Q: 3 clusters Score -514840.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -514856.062500 Penalty: 2806.251709
	Iteration 23Q: 3 clusters Score -514856.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -514873.468750 Penalty: 2806.251709
	Iteration 24Q: 3 clusters Score -514873.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -514889.500000 Penalty: 2806.251709
	Iteration 25Q: 3 clusters Score -514889.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -514901.656250 Penalty: 2806.251709
	Iteration 26Q: 3 clusters Score -514901.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -514911.406250 Penalty: 2806.251709
	Iteration 27Q: 3 clusters Score -514911.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -514920.125000 Penalty: 2806.251709
	Iteration 28Q: 3 clusters Score -514920.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -514932.687500 Penalty: 2806.251709
	Iteration 29Q: 3 clusters Score -514932.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -514944.656250 Penalty: 2806.251709
	Iteration 30Q: 3 clusters Score -514944.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -514952.531250 Penalty: 2806.251709
	Iteration 31Q: 3 clusters Score -514952.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -514960.843750 Penalty: 2806.251709
	Iteration 32Q: 3 clusters Score -514960.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -514967.250000 Penalty: 2806.251709
	Iteration 33Q: 3 clusters Score -514967.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -514977.625000 Penalty: 2806.251709
	Iteration 34Q: 3 clusters Score -514977.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -514984.875000 Penalty: 2806.251709
	Iteration 35Q: 3 clusters Score -514984.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -514993.156250 Penalty: 2806.251709
	Iteration 36Q: 3 clusters Score -514993.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -515001.718750 Penalty: 2806.251709
	Iteration 37Q: 3 clusters Score -515001.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -515014.750000 Penalty: 2806.251709
	Iteration 38Q: 3 clusters Score -515014.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -515022.375000 Penalty: 2806.251709
	Iteration 39Q: 3 clusters Score -515022.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -515031.718750 Penalty: 2806.251709
	Iteration 40F: 3 clusters Score -515031.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -515042.687500 Penalty: 2806.251709
	Iteration 41Q: 3 clusters Score -515042.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -515051.406250 Penalty: 2806.251709
	Iteration 42Q: 3 clusters Score -515051.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -515059.750000 Penalty: 2806.251709
	Iteration 43Q: 3 clusters Score -515059.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -515069.031250 Penalty: 2806.251709
	Iteration 44Q: 3 clusters Score -515069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -515074.812500 Penalty: 2806.251709
	Iteration 45Q: 3 clusters Score -515074.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -515079.468750 Penalty: 2806.251709
	Iteration 46Q: 3 clusters Score -515079.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -515083.687500 Penalty: 2806.251709
	Iteration 47Q: 3 clusters Score -515083.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -515090.656250 Penalty: 2806.251709
	Iteration 48Q: 3 clusters Score -515090.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -515095.500000 Penalty: 2806.251709
	Iteration 49Q: 3 clusters Score -515095.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -515099.531250 Penalty: 2806.251709
	Iteration 50Q: 3 clusters Score -515099.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -515102.218750 Penalty: 2806.251709
	Iteration 51Q: 3 clusters Score -515102.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -515103.406250 Penalty: 2806.251709
	Iteration 52Q: 3 clusters Score -515103.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -515103.781250 Penalty: 2806.251709
	Iteration 53Q: 3 clusters Score -515103.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -515103.781250 Penalty: 2806.251709
	Iteration 54F: 3 clusters Score -515103.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (124864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124864 members 
Entering Unmasked Estep 
Score: -11837032.000000 Penalty: 1906.934326
	Iteration 0F: 2 clusters Score -1.183703e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62094 members 
Mstep: Class 2 contains 62770 members 
Entering Unmasked Estep 
Score: -11753495.000000 Penalty: 3813.868652
	Iteration 0F: 3 clusters Score -1.17535e+07 nChanged 59742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57612 members 
Mstep: Class 2 contains 67252 members 
Entering Unmasked Estep 
Score: -11788531.000000 Penalty: 3813.868652
	Iteration 1F: 3 clusters Score -1.178853e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54587 members 
Mstep: Class 2 contains 70277 members 
Entering Unmasked Estep 
Score: -11789898.000000 Penalty: 3813.868652
	Iteration 2Q: 3 clusters Score -1.17899e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 74950 members 
Entering Unmasked Estep 
Score: -11792162.000000 Penalty: 3813.868652
	Iteration 3Q: 3 clusters Score -1.179216e+07 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 82072 members 
Entering Unmasked Estep 
Score: -11796319.000000 Penalty: 3813.868652
	Iteration 4F: 3 clusters Score -1.179632e+07 nChanged 9885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 91799 members 
Entering Unmasked Estep 
Score: -11803736.000000 Penalty: 3813.868652
	Iteration 5F: 3 clusters Score -1.180374e+07 nChanged 11683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 103422 members 
Entering Unmasked Estep 
Score: -11814591.000000 Penalty: 3813.868652
	Iteration 6F: 3 clusters Score -1.181459e+07 nChanged 10608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 114014 members 
Entering Unmasked Estep 
Score: -11825322.000000 Penalty: 3813.868652
	Iteration 7F: 3 clusters Score -1.182532e+07 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 120496 members 
Entering Unmasked Estep 
Score: -11831763.000000 Penalty: 3813.868652
	Iteration 8F: 3 clusters Score -1.183176e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 123198 members 
Entering Unmasked Estep 
Score: -11834148.000000 Penalty: 3813.868652
	Iteration 9Q: 3 clusters Score -1.183415e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 124057 members 
Entering Unmasked Estep 
Score: -11834895.000000 Penalty: 3813.868652
	Iteration 10Q: 3 clusters Score -1.18349e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 124312 members 
Entering Unmasked Estep 
Score: -11835119.000000 Penalty: 3813.868652
	Iteration 11Q: 3 clusters Score -1.183512e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 124420 members 
Entering Unmasked Estep 
Score: -11835244.000000 Penalty: 3813.868652
	Iteration 12Q: 3 clusters Score -1.183524e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 124475 members 
Entering Unmasked Estep 
Score: -11835282.000000 Penalty: 3813.868652
	Iteration 13Q: 3 clusters Score -1.183528e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 124493 members 
Entering Unmasked Estep 
Score: -11835321.000000 Penalty: 3813.868652
	Iteration 14Q: 3 clusters Score -1.183532e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 124505 members 
Entering Unmasked Estep 
Score: -11835333.000000 Penalty: 3813.868652
	Iteration 15Q: 3 clusters Score -1.183533e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 124507 members 
Entering Unmasked Estep 
Score: -11835355.000000 Penalty: 3813.868652
	Iteration 16Q: 3 clusters Score -1.183536e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 124512 members 
Entering Unmasked Estep 
Score: -11835349.000000 Penalty: 3813.868652
	Iteration 17Q: 3 clusters Score -1.183535e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 124520 members 
Entering Unmasked Estep 
Score: -11835365.000000 Penalty: 3813.868652
	Iteration 18Q: 3 clusters Score -1.183536e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 124527 members 
Entering Unmasked Estep 
Score: -11835380.000000 Penalty: 3813.868652
	Iteration 19Q: 3 clusters Score -1.183538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 124531 members 
Entering Unmasked Estep 
Score: -11835382.000000 Penalty: 3813.868652
	Iteration 20F: 3 clusters Score -1.183538e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 124538 members 
Entering Unmasked Estep 
Score: -11835392.000000 Penalty: 3813.868652
	Iteration 21Q: 3 clusters Score -1.183539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 124541 members 
Entering Unmasked Estep 
Score: -11835394.000000 Penalty: 3813.868652
	Iteration 22Q: 3 clusters Score -1.183539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 124542 members 
Entering Unmasked Estep 
Score: -11835393.000000 Penalty: 3813.868652
	Iteration 23Q: 3 clusters Score -1.183539e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 124542 members 
Entering Unmasked Estep 
Score: -11835393.000000 Penalty: 3813.868652
	Iteration 24F: 3 clusters Score -1.183539e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (115291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115291 members 
Entering Unmasked Estep 
Score: -10601729.000000 Penalty: 1893.972290
	Iteration 0F: 2 clusters Score -1.060173e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57701 members 
Mstep: Class 2 contains 57590 members 
Entering Unmasked Estep 
Score: -10524554.000000 Penalty: 3787.944580
	Iteration 0F: 3 clusters Score -1.052455e+07 nChanged 55378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58499 members 
Mstep: Class 2 contains 56792 members 
Entering Unmasked Estep 
Score: -10557134.000000 Penalty: 3787.944580
	Iteration 1F: 3 clusters Score -1.055713e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59374 members 
Mstep: Class 2 contains 55917 members 
Entering Unmasked Estep 
Score: -10558227.000000 Penalty: 3787.944580
	Iteration 2Q: 3 clusters Score -1.055823e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60820 members 
Mstep: Class 2 contains 54471 members 
Entering Unmasked Estep 
Score: -10559734.000000 Penalty: 3787.944580
	Iteration 3Q: 3 clusters Score -1.055973e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62904 members 
Mstep: Class 2 contains 52387 members 
Entering Unmasked Estep 
Score: -10561840.000000 Penalty: 3787.944580
	Iteration 4Q: 3 clusters Score -1.056184e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65789 members 
Mstep: Class 2 contains 49502 members 
Entering Unmasked Estep 
Score: -10564972.000000 Penalty: 3787.944580
	Iteration 5F: 3 clusters Score -1.056497e+07 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69274 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -10568892.000000 Penalty: 3787.944580
	Iteration 6F: 3 clusters Score -1.056889e+07 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73020 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -10573253.000000 Penalty: 3787.944580
	Iteration 7F: 3 clusters Score -1.057325e+07 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76514 members 
Mstep: Class 2 contains 38777 members 
Entering Unmasked Estep 
Score: -10577814.000000 Penalty: 3787.944580
	Iteration 8F: 3 clusters Score -1.057781e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79362 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -10582072.000000 Penalty: 3787.944580
	Iteration 9F: 3 clusters Score -1.058207e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81510 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -10585328.000000 Penalty: 3787.944580
	Iteration 10Q: 3 clusters Score -1.058533e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83230 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -10587221.000000 Penalty: 3787.944580
	Iteration 11Q: 3 clusters Score -1.058722e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84701 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -10588348.000000 Penalty: 3787.944580
	Iteration 12Q: 3 clusters Score -1.058835e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86119 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -10589090.000000 Penalty: 3787.944580
	Iteration 13Q: 3 clusters Score -1.058909e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87409 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -10589721.000000 Penalty: 3787.944580
	Iteration 14Q: 3 clusters Score -1.058972e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88699 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -10590281.000000 Penalty: 3787.944580
	Iteration 15Q: 3 clusters Score -1.059028e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89956 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -10590797.000000 Penalty: 3787.944580
	Iteration 16Q: 3 clusters Score -1.05908e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91139 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -10591286.000000 Penalty: 3787.944580
	Iteration 17Q: 3 clusters Score -1.059129e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92370 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -10591809.000000 Penalty: 3787.944580
	Iteration 18Q: 3 clusters Score -1.059181e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93630 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -10592250.000000 Penalty: 3787.944580
	Iteration 19Q: 3 clusters Score -1.059225e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94929 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -10592719.000000 Penalty: 3787.944580
	Iteration 20F: 3 clusters Score -1.059272e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96233 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -10593188.000000 Penalty: 3787.944580
	Iteration 21Q: 3 clusters Score -1.059319e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97500 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -10593596.000000 Penalty: 3787.944580
	Iteration 22Q: 3 clusters Score -1.05936e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98733 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -10594105.000000 Penalty: 3787.944580
	Iteration 23Q: 3 clusters Score -1.05941e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100005 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -10594537.000000 Penalty: 3787.944580
	Iteration 24Q: 3 clusters Score -1.059454e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101243 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -10594995.000000 Penalty: 3787.944580
	Iteration 25Q: 3 clusters Score -1.0595e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102435 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -10595425.000000 Penalty: 3787.944580
	Iteration 26Q: 3 clusters Score -1.059542e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103548 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -10595815.000000 Penalty: 3787.944580
	Iteration 27Q: 3 clusters Score -1.059582e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104641 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -10596236.000000 Penalty: 3787.944580
	Iteration 28Q: 3 clusters Score -1.059624e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105665 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -10596619.000000 Penalty: 3787.944580
	Iteration 29Q: 3 clusters Score -1.059662e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106628 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -10596974.000000 Penalty: 3787.944580
	Iteration 30Q: 3 clusters Score -1.059697e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107571 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -10597313.000000 Penalty: 3787.944580
	Iteration 31Q: 3 clusters Score -1.059731e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108437 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -10597692.000000 Penalty: 3787.944580
	Iteration 32Q: 3 clusters Score -1.059769e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109268 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -10598026.000000 Penalty: 3787.944580
	Iteration 33Q: 3 clusters Score -1.059803e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110020 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -10598338.000000 Penalty: 3787.944580
	Iteration 34Q: 3 clusters Score -1.059834e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110736 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -10598657.000000 Penalty: 3787.944580
	Iteration 35Q: 3 clusters Score -1.059866e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111345 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -10598947.000000 Penalty: 3787.944580
	Iteration 36Q: 3 clusters Score -1.059895e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111865 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -10599153.000000 Penalty: 3787.944580
	Iteration 37Q: 3 clusters Score -1.059915e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112311 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -10599306.000000 Penalty: 3787.944580
	Iteration 38Q: 3 clusters Score -1.059931e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112687 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -10599442.000000 Penalty: 3787.944580
	Iteration 39Q: 3 clusters Score -1.059944e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112989 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -10599514.000000 Penalty: 3787.944580
	Iteration 40F: 3 clusters Score -1.059951e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113235 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -10599704.000000 Penalty: 3787.944580
	Iteration 41Q: 3 clusters Score -1.05997e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113455 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -10599770.000000 Penalty: 3787.944580
	Iteration 42Q: 3 clusters Score -1.059977e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113624 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -10599880.000000 Penalty: 3787.944580
	Iteration 43Q: 3 clusters Score -1.059988e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113752 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -10599901.000000 Penalty: 3787.944580
	Iteration 44Q: 3 clusters Score -1.05999e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113853 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -10599954.000000 Penalty: 3787.944580
	Iteration 45Q: 3 clusters Score -1.059995e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113931 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -10599981.000000 Penalty: 3787.944580
	Iteration 46Q: 3 clusters Score -1.059998e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114011 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -10600032.000000 Penalty: 3787.944580
	Iteration 47Q: 3 clusters Score -1.060003e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114095 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -10600059.000000 Penalty: 3787.944580
	Iteration 48Q: 3 clusters Score -1.060006e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114162 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -10600098.000000 Penalty: 3787.944580
	Iteration 49Q: 3 clusters Score -1.06001e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114215 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -10600114.000000 Penalty: 3787.944580
	Iteration 50Q: 3 clusters Score -1.060011e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114258 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -10600129.000000 Penalty: 3787.944580
	Iteration 51Q: 3 clusters Score -1.060013e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114288 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -10600141.000000 Penalty: 3787.944580
	Iteration 52Q: 3 clusters Score -1.060014e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114322 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -10600154.000000 Penalty: 3787.944580
	Iteration 53Q: 3 clusters Score -1.060015e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114357 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -10600163.000000 Penalty: 3787.944580
	Iteration 54Q: 3 clusters Score -1.060016e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114388 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -10600185.000000 Penalty: 3787.944580
	Iteration 55Q: 3 clusters Score -1.060018e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114419 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -10600198.000000 Penalty: 3787.944580
	Iteration 56Q: 3 clusters Score -1.06002e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114445 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -10600217.000000 Penalty: 3787.944580
	Iteration 57Q: 3 clusters Score -1.060022e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114467 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -10600221.000000 Penalty: 3787.944580
	Iteration 58Q: 3 clusters Score -1.060022e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114486 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -10600227.000000 Penalty: 3787.944580
	Iteration 59Q: 3 clusters Score -1.060023e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114497 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -10600232.000000 Penalty: 3787.944580
	Iteration 60F: 3 clusters Score -1.060023e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114507 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -10600237.000000 Penalty: 3787.944580
	Iteration 61Q: 3 clusters Score -1.060024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114512 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -10600241.000000 Penalty: 3787.944580
	Iteration 62Q: 3 clusters Score -1.060024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114517 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -10600241.000000 Penalty: 3787.944580
	Iteration 63Q: 3 clusters Score -1.060024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114520 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -10600241.000000 Penalty: 3787.944580
	Iteration 64Q: 3 clusters Score -1.060024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114523 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -10600235.000000 Penalty: 3787.944580
	Iteration 65Q: 3 clusters Score -1.060024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114527 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -10600242.000000 Penalty: 3787.944580
	Iteration 66Q: 3 clusters Score -1.060024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114529 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -10600240.000000 Penalty: 3787.944580
	Iteration 67Q: 3 clusters Score -1.060024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114537 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -10600244.000000 Penalty: 3787.944580
	Iteration 68Q: 3 clusters Score -1.060024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114540 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -10600241.000000 Penalty: 3787.944580
	Iteration 69Q: 3 clusters Score -1.060024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114544 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -10600248.000000 Penalty: 3787.944580
	Iteration 70Q: 3 clusters Score -1.060025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114550 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -10600251.000000 Penalty: 3787.944580
	Iteration 71Q: 3 clusters Score -1.060025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114554 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -10600255.000000 Penalty: 3787.944580
	Iteration 72Q: 3 clusters Score -1.060026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114560 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -10600258.000000 Penalty: 3787.944580
	Iteration 73Q: 3 clusters Score -1.060026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114565 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -10600270.000000 Penalty: 3787.944580
	Iteration 74Q: 3 clusters Score -1.060027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114570 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -10600263.000000 Penalty: 3787.944580
	Iteration 75Q: 3 clusters Score -1.060026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114573 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -10600259.000000 Penalty: 3787.944580
	Iteration 76Q: 3 clusters Score -1.060026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114576 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -10600262.000000 Penalty: 3787.944580
	Iteration 77Q: 3 clusters Score -1.060026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114578 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -10600264.000000 Penalty: 3787.944580
	Iteration 78Q: 3 clusters Score -1.060026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114578 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -10600264.000000 Penalty: 3787.944580
	Iteration 79F: 3 clusters Score -1.060026e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (59342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59342 members 
Entering Unmasked Estep 
Score: -5451179.500000 Penalty: 1786.049316
	Iteration 0F: 2 clusters Score -5451180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -5411531.000000 Penalty: 3572.098633
	Iteration 0F: 3 clusters Score -5411531 nChanged 27978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -5427300.500000 Penalty: 3572.098633
	Iteration 1F: 3 clusters Score -5427300 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -5427766.500000 Penalty: 3572.098633
	Iteration 2Q: 3 clusters Score -5427766 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -5428265.000000 Penalty: 3572.098633
	Iteration 3Q: 3 clusters Score -5428265 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -5428836.000000 Penalty: 3572.098633
	Iteration 4Q: 3 clusters Score -5428836 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -5429495.500000 Penalty: 3572.098633
	Iteration 5Q: 3 clusters Score -5429496 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -5430425.500000 Penalty: 3572.098633
	Iteration 6Q: 3 clusters Score -5430426 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -5431763.500000 Penalty: 3572.098633
	Iteration 7Q: 3 clusters Score -5431764 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -5433754.000000 Penalty: 3572.098633
	Iteration 8F: 3 clusters Score -5433754 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -5436148.000000 Penalty: 3572.098633
	Iteration 9F: 3 clusters Score -5436148 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -5438592.500000 Penalty: 3572.098633
	Iteration 10F: 3 clusters Score -5438592 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 46149 members 
Entering Unmasked Estep 
Score: -5440677.500000 Penalty: 3572.098633
	Iteration 11Q: 3 clusters Score -5440678 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 48327 members 
Entering Unmasked Estep 
Score: -5442430.000000 Penalty: 3572.098633
	Iteration 12Q: 3 clusters Score -5442430 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 50068 members 
Entering Unmasked Estep 
Score: -5443649.000000 Penalty: 3572.098633
	Iteration 13Q: 3 clusters Score -5443649 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 51586 members 
Entering Unmasked Estep 
Score: -5444623.500000 Penalty: 3572.098633
	Iteration 14Q: 3 clusters Score -5444624 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 52925 members 
Entering Unmasked Estep 
Score: -5445444.000000 Penalty: 3572.098633
	Iteration 15Q: 3 clusters Score -5445444 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 54125 members 
Entering Unmasked Estep 
Score: -5446182.500000 Penalty: 3572.098633
	Iteration 16Q: 3 clusters Score -5446182 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 55221 members 
Entering Unmasked Estep 
Score: -5446876.500000 Penalty: 3572.098633
	Iteration 17Q: 3 clusters Score -5446876 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 56152 members 
Entering Unmasked Estep 
Score: -5447480.500000 Penalty: 3572.098633
	Iteration 18Q: 3 clusters Score -5447480 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 56976 members 
Entering Unmasked Estep 
Score: -5448072.000000 Penalty: 3572.098633
	Iteration 19Q: 3 clusters Score -5448072 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 57609 members 
Entering Unmasked Estep 
Score: -5448544.500000 Penalty: 3572.098633
	Iteration 20F: 3 clusters Score -5448544 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 58088 members 
Entering Unmasked Estep 
Score: -5448872.500000 Penalty: 3572.098633
	Iteration 21Q: 3 clusters Score -5448872 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 58446 members 
Entering Unmasked Estep 
Score: -5449136.000000 Penalty: 3572.098633
	Iteration 22Q: 3 clusters Score -5449136 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 58665 members 
Entering Unmasked Estep 
Score: -5449281.000000 Penalty: 3572.098633
	Iteration 23Q: 3 clusters Score -5449281 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 58797 members 
Entering Unmasked Estep 
Score: -5449384.000000 Penalty: 3572.098633
	Iteration 24Q: 3 clusters Score -5449384 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 58875 members 
Entering Unmasked Estep 
Score: -5449427.000000 Penalty: 3572.098633
	Iteration 25Q: 3 clusters Score -5449427 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 58933 members 
Entering Unmasked Estep 
Score: -5449479.000000 Penalty: 3572.098633
	Iteration 26Q: 3 clusters Score -5449479 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 58967 members 
Entering Unmasked Estep 
Score: -5449518.000000 Penalty: 3572.098633
	Iteration 27Q: 3 clusters Score -5449518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 58991 members 
Entering Unmasked Estep 
Score: -5449544.500000 Penalty: 3572.098633
	Iteration 28Q: 3 clusters Score -5449544 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 59019 members 
Entering Unmasked Estep 
Score: -5449571.500000 Penalty: 3572.098633
	Iteration 29Q: 3 clusters Score -5449572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 59035 members 
Entering Unmasked Estep 
Score: -5449582.500000 Penalty: 3572.098633
	Iteration 30Q: 3 clusters Score -5449582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 59043 members 
Entering Unmasked Estep 
Score: -5449593.000000 Penalty: 3572.098633
	Iteration 31Q: 3 clusters Score -5449593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 59048 members 
Entering Unmasked Estep 
Score: -5449599.000000 Penalty: 3572.098633
	Iteration 32Q: 3 clusters Score -5449599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 59053 members 
Entering Unmasked Estep 
Score: -5449597.000000 Penalty: 3572.098633
	Iteration 33Q: 3 clusters Score -5449597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 59059 members 
Entering Unmasked Estep 
Score: -5449606.500000 Penalty: 3572.098633
	Iteration 34Q: 3 clusters Score -5449606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 59066 members 
Entering Unmasked Estep 
Score: -5449614.000000 Penalty: 3572.098633
	Iteration 35Q: 3 clusters Score -5449614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 59070 members 
Entering Unmasked Estep 
Score: -5449616.500000 Penalty: 3572.098633
	Iteration 36Q: 3 clusters Score -5449616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 59073 members 
Entering Unmasked Estep 
Score: -5449623.500000 Penalty: 3572.098633
	Iteration 37Q: 3 clusters Score -5449624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 59075 members 
Entering Unmasked Estep 
Score: -5449627.000000 Penalty: 3572.098633
	Iteration 38Q: 3 clusters Score -5449627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 59078 members 
Entering Unmasked Estep 
Score: -5449629.000000 Penalty: 3572.098633
	Iteration 39Q: 3 clusters Score -5449629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 59079 members 
Entering Unmasked Estep 
Score: -5449630.500000 Penalty: 3572.098633
	Iteration 40F: 3 clusters Score -5449630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Entering Unmasked Estep 
Score: -1502577.750000 Penalty: 1596.665527
	Iteration 0F: 2 clusters Score -1502578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1489919.750000 Penalty: 3193.331055
	Iteration 0F: 3 clusters Score -1489920 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1494990.125000 Penalty: 3193.331055
	Iteration 1F: 3 clusters Score -1494990 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1496054.625000 Penalty: 3193.331055
	Iteration 2F: 3 clusters Score -1496055 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1497478.125000 Penalty: 3193.331055
	Iteration 3F: 3 clusters Score -1497478 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1498972.875000 Penalty: 3193.331055
	Iteration 4F: 3 clusters Score -1498973 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1500123.500000 Penalty: 3193.331055
	Iteration 5F: 3 clusters Score -1500124 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1500801.125000 Penalty: 3193.331055
	Iteration 6F: 3 clusters Score -1500801 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1501243.125000 Penalty: 3193.331055
	Iteration 7Q: 3 clusters Score -1501243 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1501490.750000 Penalty: 3193.331055
	Iteration 8Q: 3 clusters Score -1501491 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1501634.875000 Penalty: 3193.331055
	Iteration 9Q: 3 clusters Score -1501635 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1501752.000000 Penalty: 3193.331055
	Iteration 10Q: 3 clusters Score -1501752 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1501841.625000 Penalty: 3193.331055
	Iteration 11Q: 3 clusters Score -1501842 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1501908.375000 Penalty: 3193.331055
	Iteration 12Q: 3 clusters Score -1501908 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1501959.000000 Penalty: 3193.331055
	Iteration 13Q: 3 clusters Score -1501959 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1502009.000000 Penalty: 3193.331055
	Iteration 14Q: 3 clusters Score -1502009 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1502055.500000 Penalty: 3193.331055
	Iteration 15Q: 3 clusters Score -1502056 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1502088.625000 Penalty: 3193.331055
	Iteration 16Q: 3 clusters Score -1502089 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1502111.875000 Penalty: 3193.331055
	Iteration 17Q: 3 clusters Score -1502112 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1502141.875000 Penalty: 3193.331055
	Iteration 18Q: 3 clusters Score -1502142 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1502151.625000 Penalty: 3193.331055
	Iteration 19Q: 3 clusters Score -1502152 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1502165.750000 Penalty: 3193.331055
	Iteration 20F: 3 clusters Score -1502166 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1502180.750000 Penalty: 3193.331055
	Iteration 21Q: 3 clusters Score -1502181 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1502194.125000 Penalty: 3193.331055
	Iteration 22Q: 3 clusters Score -1502194 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1502197.500000 Penalty: 3193.331055
	Iteration 23Q: 3 clusters Score -1502198 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1502201.000000 Penalty: 3193.331055
	Iteration 24Q: 3 clusters Score -1502201 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1502215.000000 Penalty: 3193.331055
	Iteration 25Q: 3 clusters Score -1502215 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1502225.250000 Penalty: 3193.331055
	Iteration 26Q: 3 clusters Score -1502225 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1502226.375000 Penalty: 3193.331055
	Iteration 27Q: 3 clusters Score -1502226 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1502233.250000 Penalty: 3193.331055
	Iteration 28Q: 3 clusters Score -1502233 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1502242.125000 Penalty: 3193.331055
	Iteration 29Q: 3 clusters Score -1502242 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1502250.500000 Penalty: 3193.331055
	Iteration 30Q: 3 clusters Score -1502250 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1502252.000000 Penalty: 3193.331055
	Iteration 31Q: 3 clusters Score -1502252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1502249.625000 Penalty: 3193.331055
	Iteration 32Q: 3 clusters Score -1502250 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1502254.500000 Penalty: 3193.331055
	Iteration 33Q: 3 clusters Score -1502254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1502253.125000 Penalty: 3193.331055
	Iteration 34Q: 3 clusters Score -1502253 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1502262.500000 Penalty: 3193.331055
	Iteration 35Q: 3 clusters Score -1502262 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1502265.000000 Penalty: 3193.331055
	Iteration 36Q: 3 clusters Score -1502265 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1502271.625000 Penalty: 3193.331055
	Iteration 37Q: 3 clusters Score -1502272 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1502271.500000 Penalty: 3193.331055
	Iteration 38Q: 3 clusters Score -1502272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1502273.750000 Penalty: 3193.331055
	Iteration 39Q: 3 clusters Score -1502274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1502277.500000 Penalty: 3193.331055
	Iteration 40F: 3 clusters Score -1502278 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1502280.875000 Penalty: 3193.331055
	Iteration 41Q: 3 clusters Score -1502281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1502285.625000 Penalty: 3193.331055
	Iteration 42Q: 3 clusters Score -1502286 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1502279.500000 Penalty: 3193.331055
	Iteration 43Q: 3 clusters Score -1502280 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1502294.125000 Penalty: 3193.331055
	Iteration 44Q: 3 clusters Score -1502294 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1502294.250000 Penalty: 3193.331055
	Iteration 45Q: 3 clusters Score -1502294 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1502291.500000 Penalty: 3193.331055
	Iteration 46Q: 3 clusters Score -1502292 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1502302.250000 Penalty: 3193.331055
	Iteration 47Q: 3 clusters Score -1502302 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1502306.500000 Penalty: 3193.331055
	Iteration 48Q: 3 clusters Score -1502306 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1502316.375000 Penalty: 3193.331055
	Iteration 49Q: 3 clusters Score -1502316 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1502324.000000 Penalty: 3193.331055
	Iteration 50Q: 3 clusters Score -1502324 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1502335.875000 Penalty: 3193.331055
	Iteration 51Q: 3 clusters Score -1502336 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1502345.250000 Penalty: 3193.331055
	Iteration 52Q: 3 clusters Score -1502345 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1502366.875000 Penalty: 3193.331055
	Iteration 53Q: 3 clusters Score -1502367 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1502384.500000 Penalty: 3193.331055
	Iteration 54Q: 3 clusters Score -1502384 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1502410.000000 Penalty: 3193.331055
	Iteration 55Q: 3 clusters Score -1502410 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1502442.250000 Penalty: 3193.331055
	Iteration 56Q: 3 clusters Score -1502442 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1502478.125000 Penalty: 3193.331055
	Iteration 57Q: 3 clusters Score -1502478 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1502513.750000 Penalty: 3193.331055
	Iteration 58Q: 3 clusters Score -1502514 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1502545.000000 Penalty: 3193.331055
	Iteration 59Q: 3 clusters Score -1502545 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1502584.625000 Penalty: 3193.331055
	Iteration 60F: 3 clusters Score -1502585 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1502621.750000 Penalty: 3193.331055
	Iteration 61Q: 3 clusters Score -1502622 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1502650.125000 Penalty: 3193.331055
	Iteration 62Q: 3 clusters Score -1502650 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1502662.500000 Penalty: 3193.331055
	Iteration 63Q: 3 clusters Score -1502662 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1502681.375000 Penalty: 3193.331055
	Iteration 64Q: 3 clusters Score -1502681 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1502685.125000 Penalty: 3193.331055
	Iteration 65Q: 3 clusters Score -1502685 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1502694.500000 Penalty: 3193.331055
	Iteration 66Q: 3 clusters Score -1502694 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1502700.750000 Penalty: 3193.331055
	Iteration 67Q: 3 clusters Score -1502701 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1502702.000000 Penalty: 3193.331055
	Iteration 68Q: 3 clusters Score -1502702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1502708.000000 Penalty: 3193.331055
	Iteration 69Q: 3 clusters Score -1502708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1502707.375000 Penalty: 3193.331055
	Iteration 70Q: 3 clusters Score -1502707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1502708.500000 Penalty: 3193.331055
	Iteration 71Q: 3 clusters Score -1502708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1502710.750000 Penalty: 3193.331055
	Iteration 72Q: 3 clusters Score -1502711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1502710.875000 Penalty: 3193.331055
	Iteration 73Q: 3 clusters Score -1502711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1502710.000000 Penalty: 3193.331055
	Iteration 74Q: 3 clusters Score -1502710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1502710.000000 Penalty: 3193.331055
	Iteration 75F: 3 clusters Score -1502710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11106 members 
Mstep: Class 5 contains 10454 members 
Mstep: Class 6 contains 2040 members 
Mstep: Class 7 contains 27475 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 14492 members 
Mstep: Class 10 contains 72056 members 
Mstep: Class 11 contains 24922 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124864 members 
Mstep: Class 14 contains 115291 members 
Mstep: Class 15 contains 59342 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40755 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7967 members 
Mstep: Class 23 contains 59472 members 
Mstep: Class 24 contains 2200 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63793 members 
Mstep: Class 27 contains 1790 members 
Mstep: Class 28 contains 20606 members 
Mstep: Class 29 contains 76550 members 
Mstep: Class 30 contains 4246 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 16823 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3727 members 
Mstep: Class 38 contains 1031 members 
Mstep: Class 39 contains 13119 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4173 members 
Mstep: Class 43 contains 6239 members 
Entering Unmasked Estep 
Score: -84464824.000000 Penalty: 96238.460938
Splitting cluster 16 changes total score from -84465376.000000 to -84464824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (1025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Entering Unmasked Estep 
Score: -83393.468750 Penalty: 1126.522827
	Iteration 0F: 2 clusters Score -83393.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -81953.406250 Penalty: 2253.045654
	Iteration 0F: 3 clusters Score -81953.41 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -82223.421875 Penalty: 2253.045654
	Iteration 1F: 3 clusters Score -82223.42 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -82297.085938 Penalty: 2253.045654
	Iteration 2F: 3 clusters Score -82297.09 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -82344.531250 Penalty: 2253.045654
	Iteration 3Q: 3 clusters Score -82344.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -82361.312500 Penalty: 2253.045654
	Iteration 4Q: 3 clusters Score -82361.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -82367.085938 Penalty: 2253.045654
	Iteration 5Q: 3 clusters Score -82367.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -82369.500000 Penalty: 2253.045654
	Iteration 6Q: 3 clusters Score -82369.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -82374.796875 Penalty: 2253.045654
	Iteration 7Q: 3 clusters Score -82374.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -82378.351562 Penalty: 2253.045654
	Iteration 8Q: 3 clusters Score -82378.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -82383.640625 Penalty: 2253.045654
	Iteration 9Q: 3 clusters Score -82383.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -82385.492188 Penalty: 2253.045654
	Iteration 10Q: 3 clusters Score -82385.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -82387.468750 Penalty: 2253.045654
	Iteration 11Q: 3 clusters Score -82387.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -82389.187500 Penalty: 2253.045654
	Iteration 12Q: 3 clusters Score -82389.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -82390.281250 Penalty: 2253.045654
	Iteration 13Q: 3 clusters Score -82390.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -82390.648438 Penalty: 2253.045654
	Iteration 14Q: 3 clusters Score -82390.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -82390.648438 Penalty: 2253.045654
	Iteration 15F: 3 clusters Score -82390.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (40755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Entering Unmasked Estep 
Score: -3712327.250000 Penalty: 1724.991699
	Iteration 0F: 2 clusters Score -3712327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -3685065.250000 Penalty: 3449.983398
	Iteration 0F: 3 clusters Score -3685065 nChanged 18978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -3695755.750000 Penalty: 3449.983398
	Iteration 1F: 3 clusters Score -3695756 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -3696530.250000 Penalty: 3449.983398
	Iteration 2Q: 3 clusters Score -3696530 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -3697478.250000 Penalty: 3449.983398
	Iteration 3Q: 3 clusters Score -3697478 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -3698730.000000 Penalty: 3449.983398
	Iteration 4F: 3 clusters Score -3698730 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -3700209.000000 Penalty: 3449.983398
	Iteration 5F: 3 clusters Score -3700209 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -3701752.500000 Penalty: 3449.983398
	Iteration 6F: 3 clusters Score -3701752 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -3702968.750000 Penalty: 3449.983398
	Iteration 7F: 3 clusters Score -3702969 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -3703877.750000 Penalty: 3449.983398
	Iteration 8Q: 3 clusters Score -3703878 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -3704462.250000 Penalty: 3449.983398
	Iteration 9Q: 3 clusters Score -3704462 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -3704988.750000 Penalty: 3449.983398
	Iteration 10Q: 3 clusters Score -3704989 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -3705473.750000 Penalty: 3449.983398
	Iteration 11Q: 3 clusters Score -3705474 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -3705987.750000 Penalty: 3449.983398
	Iteration 12Q: 3 clusters Score -3705988 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -3706428.500000 Penalty: 3449.983398
	Iteration 13Q: 3 clusters Score -3706428 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -3706732.500000 Penalty: 3449.983398
	Iteration 14Q: 3 clusters Score -3706732 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -3706954.000000 Penalty: 3449.983398
	Iteration 15Q: 3 clusters Score -3706954 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -3707069.000000 Penalty: 3449.983398
	Iteration 16Q: 3 clusters Score -3707069 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -3707147.750000 Penalty: 3449.983398
	Iteration 17Q: 3 clusters Score -3707148 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -3707217.500000 Penalty: 3449.983398
	Iteration 18Q: 3 clusters Score -3707218 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -3707266.500000 Penalty: 3449.983398
	Iteration 19Q: 3 clusters Score -3707266 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -3707304.250000 Penalty: 3449.983398
	Iteration 20F: 3 clusters Score -3707304 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -3707312.000000 Penalty: 3449.983398
	Iteration 21Q: 3 clusters Score -3707312 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -3707327.750000 Penalty: 3449.983398
	Iteration 22Q: 3 clusters Score -3707328 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -3707346.250000 Penalty: 3449.983398
	Iteration 23Q: 3 clusters Score -3707346 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -3707353.750000 Penalty: 3449.983398
	Iteration 24Q: 3 clusters Score -3707354 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -3707383.250000 Penalty: 3449.983398
	Iteration 25Q: 3 clusters Score -3707383 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -3707388.000000 Penalty: 3449.983398
	Iteration 26Q: 3 clusters Score -3707388 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -3707395.750000 Penalty: 3449.983398
	Iteration 27Q: 3 clusters Score -3707396 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -3707412.750000 Penalty: 3449.983398
	Iteration 28Q: 3 clusters Score -3707413 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -3707408.250000 Penalty: 3449.983398
	Iteration 29Q: 3 clusters Score -3707408 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -3707414.250000 Penalty: 3449.983398
	Iteration 30Q: 3 clusters Score -3707414 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -3707420.000000 Penalty: 3449.983398
	Iteration 31Q: 3 clusters Score -3707420 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -3707451.500000 Penalty: 3449.983398
	Iteration 32Q: 3 clusters Score -3707452 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -3707476.750000 Penalty: 3449.983398
	Iteration 33Q: 3 clusters Score -3707477 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -3707474.000000 Penalty: 3449.983398
	Iteration 34Q: 3 clusters Score -3707474 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -3707484.000000 Penalty: 3449.983398
	Iteration 35Q: 3 clusters Score -3707484 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -3707507.750000 Penalty: 3449.983398
	Iteration 36Q: 3 clusters Score -3707508 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -3707535.500000 Penalty: 3449.983398
	Iteration 37Q: 3 clusters Score -3707536 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -3707543.500000 Penalty: 3449.983398
	Iteration 38Q: 3 clusters Score -3707544 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -3707553.500000 Penalty: 3449.983398
	Iteration 39Q: 3 clusters Score -3707554 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -3707576.500000 Penalty: 3449.983398
	Iteration 40F: 3 clusters Score -3707576 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -3707573.250000 Penalty: 3449.983398
	Iteration 41Q: 3 clusters Score -3707573 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -3707585.750000 Penalty: 3449.983398
	Iteration 42Q: 3 clusters Score -3707586 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -3707592.500000 Penalty: 3449.983398
	Iteration 43Q: 3 clusters Score -3707592 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -3707602.500000 Penalty: 3449.983398
	Iteration 44Q: 3 clusters Score -3707602 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -3707610.250000 Penalty: 3449.983398
	Iteration 45Q: 3 clusters Score -3707610 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -3707601.500000 Penalty: 3449.983398
	Iteration 46Q: 3 clusters Score -3707602 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -3707617.000000 Penalty: 3449.983398
	Iteration 47Q: 3 clusters Score -3707617 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -3707625.250000 Penalty: 3449.983398
	Iteration 48Q: 3 clusters Score -3707625 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -3707650.250000 Penalty: 3449.983398
	Iteration 49Q: 3 clusters Score -3707650 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -3707668.000000 Penalty: 3449.983398
	Iteration 50Q: 3 clusters Score -3707668 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -3707698.000000 Penalty: 3449.983398
	Iteration 51Q: 3 clusters Score -3707698 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -3707712.500000 Penalty: 3449.983398
	Iteration 52Q: 3 clusters Score -3707712 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -3707740.500000 Penalty: 3449.983398
	Iteration 53Q: 3 clusters Score -3707740 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -3707759.000000 Penalty: 3449.983398
	Iteration 54Q: 3 clusters Score -3707759 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -3707794.750000 Penalty: 3449.983398
	Iteration 55Q: 3 clusters Score -3707795 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -3707814.750000 Penalty: 3449.983398
	Iteration 56Q: 3 clusters Score -3707815 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -3707814.750000 Penalty: 3449.983398
	Iteration 57Q: 3 clusters Score -3707815 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -3707842.000000 Penalty: 3449.983398
	Iteration 58Q: 3 clusters Score -3707842 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -3707869.750000 Penalty: 3449.983398
	Iteration 59Q: 3 clusters Score -3707870 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -3707892.500000 Penalty: 3449.983398
	Iteration 60F: 3 clusters Score -3707892 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -3707904.000000 Penalty: 3449.983398
	Iteration 61Q: 3 clusters Score -3707904 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -3707934.000000 Penalty: 3449.983398
	Iteration 62Q: 3 clusters Score -3707934 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -3707959.000000 Penalty: 3449.983398
	Iteration 63Q: 3 clusters Score -3707959 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -3707972.250000 Penalty: 3449.983398
	Iteration 64Q: 3 clusters Score -3707972 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -3707995.500000 Penalty: 3449.983398
	Iteration 65Q: 3 clusters Score -3707996 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -3708023.500000 Penalty: 3449.983398
	Iteration 66Q: 3 clusters Score -3708024 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -3708047.250000 Penalty: 3449.983398
	Iteration 67Q: 3 clusters Score -3708047 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -3708064.250000 Penalty: 3449.983398
	Iteration 68Q: 3 clusters Score -3708064 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -3708095.500000 Penalty: 3449.983398
	Iteration 69Q: 3 clusters Score -3708096 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -3708125.500000 Penalty: 3449.983398
	Iteration 70Q: 3 clusters Score -3708126 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -3708155.000000 Penalty: 3449.983398
	Iteration 71Q: 3 clusters Score -3708155 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -3708194.750000 Penalty: 3449.983398
	Iteration 72Q: 3 clusters Score -3708195 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -3708227.500000 Penalty: 3449.983398
	Iteration 73Q: 3 clusters Score -3708228 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -3708255.250000 Penalty: 3449.983398
	Iteration 74Q: 3 clusters Score -3708255 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -3708301.000000 Penalty: 3449.983398
	Iteration 75Q: 3 clusters Score -3708301 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -3708348.000000 Penalty: 3449.983398
	Iteration 76Q: 3 clusters Score -3708348 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -3708417.250000 Penalty: 3449.983398
	Iteration 77Q: 3 clusters Score -3708417 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -3708439.000000 Penalty: 3449.983398
	Iteration 78Q: 3 clusters Score -3708439 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -3708485.750000 Penalty: 3449.983398
	Iteration 79Q: 3 clusters Score -3708486 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -3708543.500000 Penalty: 3449.983398
	Iteration 80F: 3 clusters Score -3708544 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -3708632.000000 Penalty: 3449.983398
	Iteration 81Q: 3 clusters Score -3708632 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -3708689.750000 Penalty: 3449.983398
	Iteration 82Q: 3 clusters Score -3708690 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -3708760.500000 Penalty: 3449.983398
	Iteration 83Q: 3 clusters Score -3708760 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -3708832.750000 Penalty: 3449.983398
	Iteration 84Q: 3 clusters Score -3708833 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -3708896.250000 Penalty: 3449.983398
	Iteration 85Q: 3 clusters Score -3708896 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -3708973.500000 Penalty: 3449.983398
	Iteration 86Q: 3 clusters Score -3708974 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -3709035.500000 Penalty: 3449.983398
	Iteration 87Q: 3 clusters Score -3709036 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -3709108.000000 Penalty: 3449.983398
	Iteration 88Q: 3 clusters Score -3709108 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -3709208.500000 Penalty: 3449.983398
	Iteration 89Q: 3 clusters Score -3709208 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -3709305.500000 Penalty: 3449.983398
	Iteration 90Q: 3 clusters Score -3709306 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -3709392.250000 Penalty: 3449.983398
	Iteration 91Q: 3 clusters Score -3709392 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -3709499.500000 Penalty: 3449.983398
	Iteration 92Q: 3 clusters Score -3709500 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -3709612.000000 Penalty: 3449.983398
	Iteration 93Q: 3 clusters Score -3709612 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -3709748.000000 Penalty: 3449.983398
	Iteration 94Q: 3 clusters Score -3709748 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -3709880.500000 Penalty: 3449.983398
	Iteration 95Q: 3 clusters Score -3709880 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
Score: -3710007.500000 Penalty: 3449.983398
	Iteration 96Q: 3 clusters Score -3710008 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -3710112.000000 Penalty: 3449.983398
	Iteration 97Q: 3 clusters Score -3710112 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -3710228.250000 Penalty: 3449.983398
	Iteration 98Q: 3 clusters Score -3710228 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 37091 members 
Entering Unmasked Estep 
Score: -3710319.500000 Penalty: 3449.983398
	Iteration 99Q: 3 clusters Score -3710320 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -3710406.500000 Penalty: 3449.983398
	Iteration 100F: 3 clusters Score -3710406 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -3710479.250000 Penalty: 3449.983398
	Iteration 101Q: 3 clusters Score -3710479 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -3710545.500000 Penalty: 3449.983398
	Iteration 102Q: 3 clusters Score -3710546 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -3710627.500000 Penalty: 3449.983398
	Iteration 103Q: 3 clusters Score -3710628 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -3710683.000000 Penalty: 3449.983398
	Iteration 104Q: 3 clusters Score -3710683 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -3710742.750000 Penalty: 3449.983398
	Iteration 105Q: 3 clusters Score -3710743 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -3710781.000000 Penalty: 3449.983398
	Iteration 106Q: 3 clusters Score -3710781 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -3710812.250000 Penalty: 3449.983398
	Iteration 107Q: 3 clusters Score -3710812 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -3710833.250000 Penalty: 3449.983398
	Iteration 108Q: 3 clusters Score -3710833 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -3710848.000000 Penalty: 3449.983398
	Iteration 109Q: 3 clusters Score -3710848 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -3710870.750000 Penalty: 3449.983398
	Iteration 110Q: 3 clusters Score -3710871 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -3710889.750000 Penalty: 3449.983398
	Iteration 111Q: 3 clusters Score -3710890 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -3710895.250000 Penalty: 3449.983398
	Iteration 112Q: 3 clusters Score -3710895 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -3710927.000000 Penalty: 3449.983398
	Iteration 113Q: 3 clusters Score -3710927 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -3710936.000000 Penalty: 3449.983398
	Iteration 114Q: 3 clusters Score -3710936 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -3710948.500000 Penalty: 3449.983398
	Iteration 115Q: 3 clusters Score -3710948 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -3710958.750000 Penalty: 3449.983398
	Iteration 116Q: 3 clusters Score -3710959 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -3710981.250000 Penalty: 3449.983398
	Iteration 117Q: 3 clusters Score -3710981 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -3711007.000000 Penalty: 3449.983398
	Iteration 118Q: 3 clusters Score -3711007 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -3711026.750000 Penalty: 3449.983398
	Iteration 119Q: 3 clusters Score -3711027 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -3711060.000000 Penalty: 3449.983398
	Iteration 120F: 3 clusters Score -3711060 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -3711125.750000 Penalty: 3449.983398
	Iteration 121Q: 3 clusters Score -3711126 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -3711213.500000 Penalty: 3449.983398
	Iteration 122Q: 3 clusters Score -3711214 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -3711280.500000 Penalty: 3449.983398
	Iteration 123Q: 3 clusters Score -3711280 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -3711329.750000 Penalty: 3449.983398
	Iteration 124Q: 3 clusters Score -3711330 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -3711386.250000 Penalty: 3449.983398
	Iteration 125Q: 3 clusters Score -3711386 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 39297 members 
Entering Unmasked Estep 
Score: -3711409.500000 Penalty: 3449.983398
	Iteration 126Q: 3 clusters Score -3711410 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
Score: -3711419.000000 Penalty: 3449.983398
	Iteration 127Q: 3 clusters Score -3711419 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -3711429.250000 Penalty: 3449.983398
	Iteration 128Q: 3 clusters Score -3711429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -3711445.750000 Penalty: 3449.983398
	Iteration 129Q: 3 clusters Score -3711446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -3711448.000000 Penalty: 3449.983398
	Iteration 130Q: 3 clusters Score -3711448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -3711447.250000 Penalty: 3449.983398
	Iteration 131Q: 3 clusters Score -3711447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -3711450.750000 Penalty: 3449.983398
	Iteration 132Q: 3 clusters Score -3711451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -3711454.750000 Penalty: 3449.983398
	Iteration 133Q: 3 clusters Score -3711455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -3711455.500000 Penalty: 3449.983398
	Iteration 134Q: 3 clusters Score -3711456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -3711452.250000 Penalty: 3449.983398
	Iteration 135Q: 3 clusters Score -3711452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -3711452.750000 Penalty: 3449.983398
	Iteration 136Q: 3 clusters Score -3711453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -3711456.750000 Penalty: 3449.983398
	Iteration 137Q: 3 clusters Score -3711457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -3711453.500000 Penalty: 3449.983398
	Iteration 138Q: 3 clusters Score -3711454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -3711456.000000 Penalty: 3449.983398
	Iteration 139Q: 3 clusters Score -3711456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -3711456.000000 Penalty: 3449.983398
	Iteration 140F: 3 clusters Score -3711456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Entering Unmasked Estep 
Score: -657000.062500 Penalty: 1445.183228
	Iteration 0F: 2 clusters Score -657000.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -651545.250000 Penalty: 2890.366455
	Iteration 0F: 3 clusters Score -651545.2 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -653259.250000 Penalty: 2890.366455
	Iteration 1F: 3 clusters Score -653259.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -653560.437500 Penalty: 2890.366455
	Iteration 2F: 3 clusters Score -653560.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -653827.125000 Penalty: 2890.366455
	Iteration 3F: 3 clusters Score -653827.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -654065.437500 Penalty: 2890.366455
	Iteration 4F: 3 clusters Score -654065.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -654278.312500 Penalty: 2890.366455
	Iteration 5F: 3 clusters Score -654278.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -654513.062500 Penalty: 2890.366455
	Iteration 6F: 3 clusters Score -654513.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -654741.750000 Penalty: 2890.366455
	Iteration 7F: 3 clusters Score -654741.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -654928.437500 Penalty: 2890.366455
	Iteration 8Q: 3 clusters Score -654928.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -655095.812500 Penalty: 2890.366455
	Iteration 9Q: 3 clusters Score -655095.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -655236.625000 Penalty: 2890.366455
	Iteration 10Q: 3 clusters Score -655236.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -655386.250000 Penalty: 2890.366455
	Iteration 11Q: 3 clusters Score -655386.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -655528.062500 Penalty: 2890.366455
	Iteration 12Q: 3 clusters Score -655528.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -655676.062500 Penalty: 2890.366455
	Iteration 13Q: 3 clusters Score -655676.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -655823.125000 Penalty: 2890.366455
	Iteration 14Q: 3 clusters Score -655823.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -655926.687500 Penalty: 2890.366455
	Iteration 15Q: 3 clusters Score -655926.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -655963.625000 Penalty: 2890.366455
	Iteration 16Q: 3 clusters Score -655963.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -655990.375000 Penalty: 2890.366455
	Iteration 17Q: 3 clusters Score -655990.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -656006.125000 Penalty: 2890.366455
	Iteration 18Q: 3 clusters Score -656006.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -656016.187500 Penalty: 2890.366455
	Iteration 19Q: 3 clusters Score -656016.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -656020.750000 Penalty: 2890.366455
	Iteration 20F: 3 clusters Score -656020.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -656030.812500 Penalty: 2890.366455
	Iteration 21Q: 3 clusters Score -656030.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -656035.062500 Penalty: 2890.366455
	Iteration 22Q: 3 clusters Score -656035.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -656038.625000 Penalty: 2890.366455
	Iteration 23Q: 3 clusters Score -656038.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -656047.937500 Penalty: 2890.366455
	Iteration 24Q: 3 clusters Score -656047.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -656056.625000 Penalty: 2890.366455
	Iteration 25Q: 3 clusters Score -656056.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -656061.250000 Penalty: 2890.366455
	Iteration 26Q: 3 clusters Score -656061.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -656063.187500 Penalty: 2890.366455
	Iteration 27Q: 3 clusters Score -656063.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -656065.500000 Penalty: 2890.366455
	Iteration 28Q: 3 clusters Score -656065.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -656069.875000 Penalty: 2890.366455
	Iteration 29Q: 3 clusters Score -656069.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -656072.062500 Penalty: 2890.366455
	Iteration 30Q: 3 clusters Score -656072.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -656071.437500 Penalty: 2890.366455
	Iteration 31Q: 3 clusters Score -656071.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -656071.062500 Penalty: 2890.366455
	Iteration 32Q: 3 clusters Score -656071.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -656071.062500 Penalty: 2890.366455
	Iteration 33F: 3 clusters Score -656071.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Entering Unmasked Estep 
Score: -96812.335938 Penalty: 1145.926514
	Iteration 0F: 2 clusters Score -96812.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -95292.500000 Penalty: 2291.853027
	Iteration 0F: 3 clusters Score -95292.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -95632.242188 Penalty: 2291.853027
	Iteration 1F: 3 clusters Score -95632.24 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -95785.000000 Penalty: 2291.853027
	Iteration 2F: 3 clusters Score -95785 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -95923.382812 Penalty: 2291.853027
	Iteration 3F: 3 clusters Score -95923.38 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -96010.687500 Penalty: 2291.853027
	Iteration 4Q: 3 clusters Score -96010.69 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -96064.312500 Penalty: 2291.853027
	Iteration 5Q: 3 clusters Score -96064.31 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -96100.710938 Penalty: 2291.853027
	Iteration 6Q: 3 clusters Score -96100.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -96139.203125 Penalty: 2291.853027
	Iteration 7Q: 3 clusters Score -96139.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -96174.664062 Penalty: 2291.853027
	Iteration 8Q: 3 clusters Score -96174.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -96197.093750 Penalty: 2291.853027
	Iteration 9Q: 3 clusters Score -96197.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -96221.273438 Penalty: 2291.853027
	Iteration 10Q: 3 clusters Score -96221.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -96233.578125 Penalty: 2291.853027
	Iteration 11Q: 3 clusters Score -96233.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -96242.664062 Penalty: 2291.853027
	Iteration 12Q: 3 clusters Score -96242.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -96255.289062 Penalty: 2291.853027
	Iteration 13Q: 3 clusters Score -96255.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -96264.242188 Penalty: 2291.853027
	Iteration 14Q: 3 clusters Score -96264.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -96269.367188 Penalty: 2291.853027
	Iteration 15Q: 3 clusters Score -96269.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -96273.890625 Penalty: 2291.853027
	Iteration 16Q: 3 clusters Score -96273.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -96279.609375 Penalty: 2291.853027
	Iteration 17Q: 3 clusters Score -96279.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -96286.289062 Penalty: 2291.853027
	Iteration 18Q: 3 clusters Score -96286.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -96289.781250 Penalty: 2291.853027
	Iteration 19Q: 3 clusters Score -96289.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -96297.343750 Penalty: 2291.853027
	Iteration 20F: 3 clusters Score -96297.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -96306.593750 Penalty: 2291.853027
	Iteration 21Q: 3 clusters Score -96306.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -96311.484375 Penalty: 2291.853027
	Iteration 22Q: 3 clusters Score -96311.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -96313.812500 Penalty: 2291.853027
	Iteration 23Q: 3 clusters Score -96313.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -96316.242188 Penalty: 2291.853027
	Iteration 24Q: 3 clusters Score -96316.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -96317.062500 Penalty: 2291.853027
	Iteration 25Q: 3 clusters Score -96317.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -96317.062500 Penalty: 2291.853027
	Iteration 26F: 3 clusters Score -96317.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Entering Unmasked Estep 
Score: -646642.562500 Penalty: 1444.535034
	Iteration 0F: 2 clusters Score -646642.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -641276.750000 Penalty: 2889.070068
	Iteration 0F: 3 clusters Score -641276.8 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -642857.187500 Penalty: 2889.070068
	Iteration 1F: 3 clusters Score -642857.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -643144.375000 Penalty: 2889.070068
	Iteration 2F: 3 clusters Score -643144.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -643379.687500 Penalty: 2889.070068
	Iteration 3F: 3 clusters Score -643379.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -643611.250000 Penalty: 2889.070068
	Iteration 4F: 3 clusters Score -643611.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -643869.312500 Penalty: 2889.070068
	Iteration 5F: 3 clusters Score -643869.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -644117.250000 Penalty: 2889.070068
	Iteration 6Q: 3 clusters Score -644117.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -644359.375000 Penalty: 2889.070068
	Iteration 7Q: 3 clusters Score -644359.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -644592.812500 Penalty: 2889.070068
	Iteration 8Q: 3 clusters Score -644592.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -644789.562500 Penalty: 2889.070068
	Iteration 9Q: 3 clusters Score -644789.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -644969.937500 Penalty: 2889.070068
	Iteration 10Q: 3 clusters Score -644969.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -645110.187500 Penalty: 2889.070068
	Iteration 11Q: 3 clusters Score -645110.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -645212.375000 Penalty: 2889.070068
	Iteration 12Q: 3 clusters Score -645212.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -645270.375000 Penalty: 2889.070068
	Iteration 13Q: 3 clusters Score -645270.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -645314.875000 Penalty: 2889.070068
	Iteration 14Q: 3 clusters Score -645314.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -645345.562500 Penalty: 2889.070068
	Iteration 15Q: 3 clusters Score -645345.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -645363.750000 Penalty: 2889.070068
	Iteration 16Q: 3 clusters Score -645363.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -645378.375000 Penalty: 2889.070068
	Iteration 17Q: 3 clusters Score -645378.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -645390.062500 Penalty: 2889.070068
	Iteration 18Q: 3 clusters Score -645390.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -645403.500000 Penalty: 2889.070068
	Iteration 19Q: 3 clusters Score -645403.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -645414.812500 Penalty: 2889.070068
	Iteration 20F: 3 clusters Score -645414.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -645426.687500 Penalty: 2889.070068
	Iteration 21Q: 3 clusters Score -645426.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -645434.312500 Penalty: 2889.070068
	Iteration 22Q: 3 clusters Score -645434.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -645439.937500 Penalty: 2889.070068
	Iteration 23Q: 3 clusters Score -645439.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -645445.687500 Penalty: 2889.070068
	Iteration 24Q: 3 clusters Score -645445.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -645448.750000 Penalty: 2889.070068
	Iteration 25Q: 3 clusters Score -645448.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -645450.750000 Penalty: 2889.070068
	Iteration 26Q: 3 clusters Score -645450.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -645453.062500 Penalty: 2889.070068
	Iteration 27Q: 3 clusters Score -645453.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -645456.937500 Penalty: 2889.070068
	Iteration 28Q: 3 clusters Score -645456.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -645458.000000 Penalty: 2889.070068
	Iteration 29Q: 3 clusters Score -645458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -645459.375000 Penalty: 2889.070068
	Iteration 30Q: 3 clusters Score -645459.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -645464.875000 Penalty: 2889.070068
	Iteration 31Q: 3 clusters Score -645464.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -645468.437500 Penalty: 2889.070068
	Iteration 32Q: 3 clusters Score -645468.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -645472.937500 Penalty: 2889.070068
	Iteration 33Q: 3 clusters Score -645472.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -645477.375000 Penalty: 2889.070068
	Iteration 34Q: 3 clusters Score -645477.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -645482.562500 Penalty: 2889.070068
	Iteration 35Q: 3 clusters Score -645482.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -645486.312500 Penalty: 2889.070068
	Iteration 36Q: 3 clusters Score -645486.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -645492.062500 Penalty: 2889.070068
	Iteration 37Q: 3 clusters Score -645492.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -645497.562500 Penalty: 2889.070068
	Iteration 38Q: 3 clusters Score -645497.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -645500.250000 Penalty: 2889.070068
	Iteration 39Q: 3 clusters Score -645500.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -645505.500000 Penalty: 2889.070068
	Iteration 40F: 3 clusters Score -645505.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -645508.750000 Penalty: 2889.070068
	Iteration 41Q: 3 clusters Score -645508.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -645511.375000 Penalty: 2889.070068
	Iteration 42Q: 3 clusters Score -645511.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -645514.625000 Penalty: 2889.070068
	Iteration 43Q: 3 clusters Score -645514.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -645515.937500 Penalty: 2889.070068
	Iteration 44Q: 3 clusters Score -645515.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -645517.875000 Penalty: 2889.070068
	Iteration 45Q: 3 clusters Score -645517.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -645518.437500 Penalty: 2889.070068
	Iteration 46Q: 3 clusters Score -645518.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -645518.437500 Penalty: 2889.070068
	Iteration 47F: 3 clusters Score -645518.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Entering Unmasked Estep 
Score: -701618.062500 Penalty: 1459.747803
	Iteration 0F: 2 clusters Score -701618.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -695815.437500 Penalty: 2919.495605
	Iteration 0F: 3 clusters Score -695815.4 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -697614.437500 Penalty: 2919.495605
	Iteration 1F: 3 clusters Score -697614.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -697868.375000 Penalty: 2919.495605
	Iteration 2F: 3 clusters Score -697868.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -698103.125000 Penalty: 2919.495605
	Iteration 3F: 3 clusters Score -698103.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -698373.625000 Penalty: 2919.495605
	Iteration 4Q: 3 clusters Score -698373.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -698785.187500 Penalty: 2919.495605
	Iteration 5F: 3 clusters Score -698785.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -699271.812500 Penalty: 2919.495605
	Iteration 6F: 3 clusters Score -699271.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -699805.687500 Penalty: 2919.495605
	Iteration 7F: 3 clusters Score -699805.7 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -700274.187500 Penalty: 2919.495605
	Iteration 8F: 3 clusters Score -700274.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -700637.312500 Penalty: 2919.495605
	Iteration 9F: 3 clusters Score -700637.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -700961.687500 Penalty: 2919.495605
	Iteration 10Q: 3 clusters Score -700961.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -701194.375000 Penalty: 2919.495605
	Iteration 11Q: 3 clusters Score -701194.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -701355.062500 Penalty: 2919.495605
	Iteration 12Q: 3 clusters Score -701355.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -701478.375000 Penalty: 2919.495605
	Iteration 13Q: 3 clusters Score -701478.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -701599.812500 Penalty: 2919.495605
	Iteration 14Q: 3 clusters Score -701599.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -701689.437500 Penalty: 2919.495605
	Iteration 15Q: 3 clusters Score -701689.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -701741.562500 Penalty: 2919.495605
	Iteration 16Q: 3 clusters Score -701741.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -701769.187500 Penalty: 2919.495605
	Iteration 17Q: 3 clusters Score -701769.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -701792.500000 Penalty: 2919.495605
	Iteration 18Q: 3 clusters Score -701792.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -701808.000000 Penalty: 2919.495605
	Iteration 19Q: 3 clusters Score -701808 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -701817.625000 Penalty: 2919.495605
	Iteration 20F: 3 clusters Score -701817.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -701825.000000 Penalty: 2919.495605
	Iteration 21Q: 3 clusters Score -701825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -701829.125000 Penalty: 2919.495605
	Iteration 22Q: 3 clusters Score -701829.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -701827.250000 Penalty: 2919.495605
	Iteration 23Q: 3 clusters Score -701827.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -701827.375000 Penalty: 2919.495605
	Iteration 24Q: 3 clusters Score -701827.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -701827.625000 Penalty: 2919.495605
	Iteration 25Q: 3 clusters Score -701827.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -701827.812500 Penalty: 2919.495605
	Iteration 26Q: 3 clusters Score -701827.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -701827.812500 Penalty: 2919.495605
	Iteration 27F: 3 clusters Score -701827.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11106 members 
Mstep: Class 5 contains 10454 members 
Mstep: Class 6 contains 2040 members 
Mstep: Class 7 contains 27475 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 14492 members 
Mstep: Class 10 contains 72056 members 
Mstep: Class 11 contains 24922 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124864 members 
Mstep: Class 14 contains 115291 members 
Mstep: Class 15 contains 59342 members 
Mstep: Class 16 contains 18502 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40755 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 6251 members 
Mstep: Class 23 contains 59472 members 
Mstep: Class 24 contains 2200 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63793 members 
Mstep: Class 27 contains 1790 members 
Mstep: Class 28 contains 20606 members 
Mstep: Class 29 contains 76550 members 
Mstep: Class 30 contains 4246 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 16823 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3727 members 
Mstep: Class 38 contains 1031 members 
Mstep: Class 39 contains 13119 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4173 members 
Mstep: Class 43 contains 1716 members 
Entering Unmasked Estep 
Score: -84464872.000000 Penalty: 96238.460938
Splitting cluster 22 changes total score from -84465376.000000 to -84464872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (59472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59472 members 
Entering Unmasked Estep 
Score: -5481443.000000 Penalty: 1786.404907
	Iteration 0F: 2 clusters Score -5481443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -5441830.000000 Penalty: 3572.809814
	Iteration 0F: 3 clusters Score -5441830 nChanged 28094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -5457518.000000 Penalty: 3572.809814
	Iteration 1F: 3 clusters Score -5457518 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -5457915.500000 Penalty: 3572.809814
	Iteration 2Q: 3 clusters Score -5457916 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -5458294.500000 Penalty: 3572.809814
	Iteration 3Q: 3 clusters Score -5458294 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -5458675.000000 Penalty: 3572.809814
	Iteration 4Q: 3 clusters Score -5458675 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -5459070.000000 Penalty: 3572.809814
	Iteration 5Q: 3 clusters Score -5459070 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -5459523.500000 Penalty: 3572.809814
	Iteration 6Q: 3 clusters Score -5459524 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -5460214.000000 Penalty: 3572.809814
	Iteration 7Q: 3 clusters Score -5460214 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -5461009.000000 Penalty: 3572.809814
	Iteration 8Q: 3 clusters Score -5461009 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -5462131.000000 Penalty: 3572.809814
	Iteration 9Q: 3 clusters Score -5462131 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -5463889.500000 Penalty: 3572.809814
	Iteration 10Q: 3 clusters Score -5463890 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -5466151.500000 Penalty: 3572.809814
	Iteration 11F: 3 clusters Score -5466152 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -5468339.000000 Penalty: 3572.809814
	Iteration 12F: 3 clusters Score -5468339 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -5469618.500000 Penalty: 3572.809814
	Iteration 13Q: 3 clusters Score -5469618 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -5470172.500000 Penalty: 3572.809814
	Iteration 14Q: 3 clusters Score -5470172 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -5470468.500000 Penalty: 3572.809814
	Iteration 15Q: 3 clusters Score -5470468 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -5470694.500000 Penalty: 3572.809814
	Iteration 16Q: 3 clusters Score -5470694 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -5470907.000000 Penalty: 3572.809814
	Iteration 17Q: 3 clusters Score -5470907 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -5471144.000000 Penalty: 3572.809814
	Iteration 18Q: 3 clusters Score -5471144 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -5471406.500000 Penalty: 3572.809814
	Iteration 19Q: 3 clusters Score -5471406 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -5471673.500000 Penalty: 3572.809814
	Iteration 20F: 3 clusters Score -5471674 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -5471930.500000 Penalty: 3572.809814
	Iteration 21Q: 3 clusters Score -5471930 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -5472193.000000 Penalty: 3572.809814
	Iteration 22Q: 3 clusters Score -5472193 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -5472492.000000 Penalty: 3572.809814
	Iteration 23Q: 3 clusters Score -5472492 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -5472802.000000 Penalty: 3572.809814
	Iteration 24Q: 3 clusters Score -5472802 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 45440 members 
Entering Unmasked Estep 
Score: -5473113.500000 Penalty: 3572.809814
	Iteration 25Q: 3 clusters Score -5473114 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 46306 members 
Entering Unmasked Estep 
Score: -5473470.500000 Penalty: 3572.809814
	Iteration 26Q: 3 clusters Score -5473470 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 47205 members 
Entering Unmasked Estep 
Score: -5473840.000000 Penalty: 3572.809814
	Iteration 27Q: 3 clusters Score -5473840 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 48073 members 
Entering Unmasked Estep 
Score: -5474216.000000 Penalty: 3572.809814
	Iteration 28Q: 3 clusters Score -5474216 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 48936 members 
Entering Unmasked Estep 
Score: -5474609.000000 Penalty: 3572.809814
	Iteration 29Q: 3 clusters Score -5474609 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 49766 members 
Entering Unmasked Estep 
Score: -5474976.000000 Penalty: 3572.809814
	Iteration 30Q: 3 clusters Score -5474976 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 50620 members 
Entering Unmasked Estep 
Score: -5475378.500000 Penalty: 3572.809814
	Iteration 31Q: 3 clusters Score -5475378 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 51446 members 
Entering Unmasked Estep 
Score: -5475738.000000 Penalty: 3572.809814
	Iteration 32Q: 3 clusters Score -5475738 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 52238 members 
Entering Unmasked Estep 
Score: -5476119.500000 Penalty: 3572.809814
	Iteration 33Q: 3 clusters Score -5476120 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 53056 members 
Entering Unmasked Estep 
Score: -5476516.500000 Penalty: 3572.809814
	Iteration 34Q: 3 clusters Score -5476516 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 53855 members 
Entering Unmasked Estep 
Score: -5476922.500000 Penalty: 3572.809814
	Iteration 35Q: 3 clusters Score -5476922 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 54616 members 
Entering Unmasked Estep 
Score: -5477295.000000 Penalty: 3572.809814
	Iteration 36Q: 3 clusters Score -5477295 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 55369 members 
Entering Unmasked Estep 
Score: -5477718.500000 Penalty: 3572.809814
	Iteration 37Q: 3 clusters Score -5477718 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 56057 members 
Entering Unmasked Estep 
Score: -5478063.000000 Penalty: 3572.809814
	Iteration 38Q: 3 clusters Score -5478063 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 56672 members 
Entering Unmasked Estep 
Score: -5478406.500000 Penalty: 3572.809814
	Iteration 39Q: 3 clusters Score -5478406 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 57181 members 
Entering Unmasked Estep 
Score: -5478704.500000 Penalty: 3572.809814
	Iteration 40F: 3 clusters Score -5478704 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 57642 members 
Entering Unmasked Estep 
Score: -5478934.500000 Penalty: 3572.809814
	Iteration 41Q: 3 clusters Score -5478934 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 57995 members 
Entering Unmasked Estep 
Score: -5479143.000000 Penalty: 3572.809814
	Iteration 42Q: 3 clusters Score -5479143 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 58268 members 
Entering Unmasked Estep 
Score: -5479303.000000 Penalty: 3572.809814
	Iteration 43Q: 3 clusters Score -5479303 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 58464 members 
Entering Unmasked Estep 
Score: -5479430.500000 Penalty: 3572.809814
	Iteration 44Q: 3 clusters Score -5479430 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 58615 members 
Entering Unmasked Estep 
Score: -5479532.000000 Penalty: 3572.809814
	Iteration 45Q: 3 clusters Score -5479532 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 58749 members 
Entering Unmasked Estep 
Score: -5479616.500000 Penalty: 3572.809814
	Iteration 46Q: 3 clusters Score -5479616 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 58847 members 
Entering Unmasked Estep 
Score: -5479686.000000 Penalty: 3572.809814
	Iteration 47Q: 3 clusters Score -5479686 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 58909 members 
Entering Unmasked Estep 
Score: -5479726.500000 Penalty: 3572.809814
	Iteration 48Q: 3 clusters Score -5479726 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 58960 members 
Entering Unmasked Estep 
Score: -5479767.500000 Penalty: 3572.809814
	Iteration 49Q: 3 clusters Score -5479768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 58987 members 
Entering Unmasked Estep 
Score: -5479779.500000 Penalty: 3572.809814
	Iteration 50Q: 3 clusters Score -5479780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 59006 members 
Entering Unmasked Estep 
Score: -5479800.000000 Penalty: 3572.809814
	Iteration 51Q: 3 clusters Score -5479800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 59029 members 
Entering Unmasked Estep 
Score: -5479804.500000 Penalty: 3572.809814
	Iteration 52Q: 3 clusters Score -5479804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 59046 members 
Entering Unmasked Estep 
Score: -5479819.500000 Penalty: 3572.809814
	Iteration 53Q: 3 clusters Score -5479820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 59062 members 
Entering Unmasked Estep 
Score: -5479827.500000 Penalty: 3572.809814
	Iteration 54Q: 3 clusters Score -5479828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 59077 members 
Entering Unmasked Estep 
Score: -5479839.500000 Penalty: 3572.809814
	Iteration 55Q: 3 clusters Score -5479840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 59092 members 
Entering Unmasked Estep 
Score: -5479850.500000 Penalty: 3572.809814
	Iteration 56Q: 3 clusters Score -5479850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 59102 members 
Entering Unmasked Estep 
Score: -5479865.000000 Penalty: 3572.809814
	Iteration 57Q: 3 clusters Score -5479865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 59113 members 
Entering Unmasked Estep 
Score: -5479871.000000 Penalty: 3572.809814
	Iteration 58Q: 3 clusters Score -5479871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 59117 members 
Entering Unmasked Estep 
Score: -5479871.000000 Penalty: 3572.809814
	Iteration 59Q: 3 clusters Score -5479871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 59122 members 
Entering Unmasked Estep 
Score: -5479873.500000 Penalty: 3572.809814
	Iteration 60F: 3 clusters Score -5479874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 59128 members 
Entering Unmasked Estep 
Score: -5479874.000000 Penalty: 3572.809814
	Iteration 61Q: 3 clusters Score -5479874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 59133 members 
Entering Unmasked Estep 
Score: -5479886.500000 Penalty: 3572.809814
	Iteration 62Q: 3 clusters Score -5479886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 59142 members 
Entering Unmasked Estep 
Score: -5479894.500000 Penalty: 3572.809814
	Iteration 63Q: 3 clusters Score -5479894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 59147 members 
Entering Unmasked Estep 
Score: -5479902.000000 Penalty: 3572.809814
	Iteration 64Q: 3 clusters Score -5479902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 59152 members 
Entering Unmasked Estep 
Score: -5479908.500000 Penalty: 3572.809814
	Iteration 65Q: 3 clusters Score -5479908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 59154 members 
Entering Unmasked Estep 
Score: -5479913.000000 Penalty: 3572.809814
	Iteration 66Q: 3 clusters Score -5479913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 59159 members 
Entering Unmasked Estep 
Score: -5479918.500000 Penalty: 3572.809814
	Iteration 67Q: 3 clusters Score -5479918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 59161 members 
Entering Unmasked Estep 
Score: -5479922.500000 Penalty: 3572.809814
	Iteration 68Q: 3 clusters Score -5479922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 59162 members 
Entering Unmasked Estep 
Score: -5479927.000000 Penalty: 3572.809814
	Iteration 69Q: 3 clusters Score -5479927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 59162 members 
Entering Unmasked Estep 
Score: -5479927.000000 Penalty: 3572.809814
	Iteration 70F: 3 clusters Score -5479927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Entering Unmasked Estep 
Score: -187287.921875 Penalty: 1250.634521
	Iteration 0F: 2 clusters Score -187287.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -185078.281250 Penalty: 2501.269043
	Iteration 0F: 3 clusters Score -185078.3 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -185751.921875 Penalty: 2501.269043
	Iteration 1F: 3 clusters Score -185751.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -186003.484375 Penalty: 2501.269043
	Iteration 2F: 3 clusters Score -186003.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -186173.125000 Penalty: 2501.269043
	Iteration 3F: 3 clusters Score -186173.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -186356.562500 Penalty: 2501.269043
	Iteration 4Q: 3 clusters Score -186356.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -186573.921875 Penalty: 2501.269043
	Iteration 5F: 3 clusters Score -186573.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -186816.421875 Penalty: 2501.269043
	Iteration 6F: 3 clusters Score -186816.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -187061.265625 Penalty: 2501.269043
	Iteration 7Q: 3 clusters Score -187061.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -187247.937500 Penalty: 2501.269043
	Iteration 8Q: 3 clusters Score -187247.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -187330.578125 Penalty: 2501.269043
	Iteration 9Q: 3 clusters Score -187330.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -187363.781250 Penalty: 2501.269043
	Iteration 10Q: 3 clusters Score -187363.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -187375.140625 Penalty: 2501.269043
	Iteration 11Q: 3 clusters Score -187375.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -187389.671875 Penalty: 2501.269043
	Iteration 12Q: 3 clusters Score -187389.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -187398.218750 Penalty: 2501.269043
	Iteration 13Q: 3 clusters Score -187398.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -187402.562500 Penalty: 2501.269043
	Iteration 14Q: 3 clusters Score -187402.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -187402.562500 Penalty: 2501.269043
	Iteration 15F: 3 clusters Score -187402.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11106 members 
Mstep: Class 5 contains 10454 members 
Mstep: Class 6 contains 2040 members 
Mstep: Class 7 contains 27475 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 14492 members 
Mstep: Class 10 contains 72056 members 
Mstep: Class 11 contains 24922 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124864 members 
Mstep: Class 14 contains 115291 members 
Mstep: Class 15 contains 59342 members 
Mstep: Class 16 contains 18502 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40755 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7967 members 
Mstep: Class 23 contains 59472 members 
Mstep: Class 24 contains 930 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63793 members 
Mstep: Class 27 contains 1790 members 
Mstep: Class 28 contains 20606 members 
Mstep: Class 29 contains 76550 members 
Mstep: Class 30 contains 4246 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 16823 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3727 members 
Mstep: Class 38 contains 1031 members 
Mstep: Class 39 contains 13119 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4173 members 
Mstep: Class 43 contains 1270 members 
Entering Unmasked Estep 
Score: -84464528.000000 Penalty: 96238.460938
Splitting cluster 24 changes total score from -84465376.000000 to -84464528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (8720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Entering Unmasked Estep 
Score: -730680.500000 Penalty: 1474.423340
	Iteration 0F: 2 clusters Score -730680.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -724284.000000 Penalty: 2948.846680
	Iteration 0F: 3 clusters Score -724284 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -726328.750000 Penalty: 2948.846680
	Iteration 1F: 3 clusters Score -726328.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -726606.437500 Penalty: 2948.846680
	Iteration 2F: 3 clusters Score -726606.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -726848.187500 Penalty: 2948.846680
	Iteration 3F: 3 clusters Score -726848.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -727072.562500 Penalty: 2948.846680
	Iteration 4F: 3 clusters Score -727072.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -727305.687500 Penalty: 2948.846680
	Iteration 5Q: 3 clusters Score -727305.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -727554.437500 Penalty: 2948.846680
	Iteration 6Q: 3 clusters Score -727554.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -727812.000000 Penalty: 2948.846680
	Iteration 7Q: 3 clusters Score -727812 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -728068.000000 Penalty: 2948.846680
	Iteration 8Q: 3 clusters Score -728068 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -728330.500000 Penalty: 2948.846680
	Iteration 9Q: 3 clusters Score -728330.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -728555.500000 Penalty: 2948.846680
	Iteration 10Q: 3 clusters Score -728555.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -728748.312500 Penalty: 2948.846680
	Iteration 11Q: 3 clusters Score -728748.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -728901.812500 Penalty: 2948.846680
	Iteration 12Q: 3 clusters Score -728901.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -729053.250000 Penalty: 2948.846680
	Iteration 13Q: 3 clusters Score -729053.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -729172.437500 Penalty: 2948.846680
	Iteration 14Q: 3 clusters Score -729172.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -729273.687500 Penalty: 2948.846680
	Iteration 15Q: 3 clusters Score -729273.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -729359.187500 Penalty: 2948.846680
	Iteration 16Q: 3 clusters Score -729359.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -729427.437500 Penalty: 2948.846680
	Iteration 17Q: 3 clusters Score -729427.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -729473.250000 Penalty: 2948.846680
	Iteration 18Q: 3 clusters Score -729473.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -729507.812500 Penalty: 2948.846680
	Iteration 19Q: 3 clusters Score -729507.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -729528.812500 Penalty: 2948.846680
	Iteration 20F: 3 clusters Score -729528.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -729544.812500 Penalty: 2948.846680
	Iteration 21Q: 3 clusters Score -729544.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -729563.500000 Penalty: 2948.846680
	Iteration 22Q: 3 clusters Score -729563.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -729578.187500 Penalty: 2948.846680
	Iteration 23Q: 3 clusters Score -729578.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -729590.812500 Penalty: 2948.846680
	Iteration 24Q: 3 clusters Score -729590.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -729599.250000 Penalty: 2948.846680
	Iteration 25Q: 3 clusters Score -729599.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -729602.375000 Penalty: 2948.846680
	Iteration 26Q: 3 clusters Score -729602.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -729611.750000 Penalty: 2948.846680
	Iteration 27Q: 3 clusters Score -729611.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -729625.875000 Penalty: 2948.846680
	Iteration 28Q: 3 clusters Score -729625.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -729642.250000 Penalty: 2948.846680
	Iteration 29Q: 3 clusters Score -729642.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -729657.937500 Penalty: 2948.846680
	Iteration 30Q: 3 clusters Score -729657.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -729668.812500 Penalty: 2948.846680
	Iteration 31Q: 3 clusters Score -729668.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -729679.000000 Penalty: 2948.846680
	Iteration 32Q: 3 clusters Score -729679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -729684.937500 Penalty: 2948.846680
	Iteration 33Q: 3 clusters Score -729684.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -729689.375000 Penalty: 2948.846680
	Iteration 34Q: 3 clusters Score -729689.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -729692.062500 Penalty: 2948.846680
	Iteration 35Q: 3 clusters Score -729692.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -729695.562500 Penalty: 2948.846680
	Iteration 36Q: 3 clusters Score -729695.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -729697.375000 Penalty: 2948.846680
	Iteration 37Q: 3 clusters Score -729697.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -729699.375000 Penalty: 2948.846680
	Iteration 38Q: 3 clusters Score -729699.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -729701.375000 Penalty: 2948.846680
	Iteration 39Q: 3 clusters Score -729701.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -729702.875000 Penalty: 2948.846680
	Iteration 40F: 3 clusters Score -729702.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -729703.062500 Penalty: 2948.846680
	Iteration 41Q: 3 clusters Score -729703.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -729703.062500 Penalty: 2948.846680
	Iteration 42F: 3 clusters Score -729703.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (63793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63793 members 
Entering Unmasked Estep 
Score: -5906416.500000 Penalty: 1797.802246
	Iteration 0F: 2 clusters Score -5906416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -5863538.500000 Penalty: 3595.604492
	Iteration 0F: 3 clusters Score -5863538 nChanged 30278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -5880758.000000 Penalty: 3595.604492
	Iteration 1F: 3 clusters Score -5880758 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -5881284.500000 Penalty: 3595.604492
	Iteration 2Q: 3 clusters Score -5881284 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -5881900.000000 Penalty: 3595.604492
	Iteration 3Q: 3 clusters Score -5881900 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 35312 members 
Entering Unmasked Estep 
Score: -5882609.500000 Penalty: 3595.604492
	Iteration 4Q: 3 clusters Score -5882610 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -5883671.500000 Penalty: 3595.604492
	Iteration 5Q: 3 clusters Score -5883672 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 40209 members 
Entering Unmasked Estep 
Score: -5885477.000000 Penalty: 3595.604492
	Iteration 6F: 3 clusters Score -5885477 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -5888178.000000 Penalty: 3595.604492
	Iteration 7F: 3 clusters Score -5888178 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
Score: -5891987.000000 Penalty: 3595.604492
	Iteration 8F: 3 clusters Score -5891987 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 53414 members 
Entering Unmasked Estep 
Score: -5896122.500000 Penalty: 3595.604492
	Iteration 9F: 3 clusters Score -5896122 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 57239 members 
Entering Unmasked Estep 
Score: -5899756.000000 Penalty: 3595.604492
	Iteration 10F: 3 clusters Score -5899756 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 59798 members 
Entering Unmasked Estep 
Score: -5902093.000000 Penalty: 3595.604492
	Iteration 11Q: 3 clusters Score -5902093 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 61198 members 
Entering Unmasked Estep 
Score: -5903248.500000 Penalty: 3595.604492
	Iteration 12Q: 3 clusters Score -5903248 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 61974 members 
Entering Unmasked Estep 
Score: -5903860.500000 Penalty: 3595.604492
	Iteration 13Q: 3 clusters Score -5903860 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 62425 members 
Entering Unmasked Estep 
Score: -5904224.000000 Penalty: 3595.604492
	Iteration 14Q: 3 clusters Score -5904224 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 62706 members 
Entering Unmasked Estep 
Score: -5904418.000000 Penalty: 3595.604492
	Iteration 15Q: 3 clusters Score -5904418 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 62885 members 
Entering Unmasked Estep 
Score: -5904538.500000 Penalty: 3595.604492
	Iteration 16Q: 3 clusters Score -5904538 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 62976 members 
Entering Unmasked Estep 
Score: -5904616.000000 Penalty: 3595.604492
	Iteration 17Q: 3 clusters Score -5904616 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 63051 members 
Entering Unmasked Estep 
Score: -5904672.500000 Penalty: 3595.604492
	Iteration 18Q: 3 clusters Score -5904672 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 63098 members 
Entering Unmasked Estep 
Score: -5904715.500000 Penalty: 3595.604492
	Iteration 19Q: 3 clusters Score -5904716 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 63126 members 
Entering Unmasked Estep 
Score: -5904745.000000 Penalty: 3595.604492
	Iteration 20F: 3 clusters Score -5904745 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 63158 members 
Entering Unmasked Estep 
Score: -5904769.000000 Penalty: 3595.604492
	Iteration 21Q: 3 clusters Score -5904769 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 63185 members 
Entering Unmasked Estep 
Score: -5904793.000000 Penalty: 3595.604492
	Iteration 22Q: 3 clusters Score -5904793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 63204 members 
Entering Unmasked Estep 
Score: -5904805.000000 Penalty: 3595.604492
	Iteration 23Q: 3 clusters Score -5904805 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 63222 members 
Entering Unmasked Estep 
Score: -5904811.000000 Penalty: 3595.604492
	Iteration 24Q: 3 clusters Score -5904811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 63238 members 
Entering Unmasked Estep 
Score: -5904821.500000 Penalty: 3595.604492
	Iteration 25Q: 3 clusters Score -5904822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 63247 members 
Entering Unmasked Estep 
Score: -5904833.000000 Penalty: 3595.604492
	Iteration 26Q: 3 clusters Score -5904833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 63256 members 
Entering Unmasked Estep 
Score: -5904838.000000 Penalty: 3595.604492
	Iteration 27Q: 3 clusters Score -5904838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 63265 members 
Entering Unmasked Estep 
Score: -5904852.000000 Penalty: 3595.604492
	Iteration 28Q: 3 clusters Score -5904852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 63273 members 
Entering Unmasked Estep 
Score: -5904858.500000 Penalty: 3595.604492
	Iteration 29Q: 3 clusters Score -5904858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 63282 members 
Entering Unmasked Estep 
Score: -5904859.500000 Penalty: 3595.604492
	Iteration 30Q: 3 clusters Score -5904860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 63286 members 
Entering Unmasked Estep 
Score: -5904867.500000 Penalty: 3595.604492
	Iteration 31Q: 3 clusters Score -5904868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 63292 members 
Entering Unmasked Estep 
Score: -5904871.000000 Penalty: 3595.604492
	Iteration 32Q: 3 clusters Score -5904871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 63296 members 
Entering Unmasked Estep 
Score: -5904874.500000 Penalty: 3595.604492
	Iteration 33Q: 3 clusters Score -5904874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 63296 members 
Entering Unmasked Estep 
Score: -5904874.500000 Penalty: 3595.604492
	Iteration 34F: 3 clusters Score -5904874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Entering Unmasked Estep 
Score: -127092.835938 Penalty: 1217.120239
	Iteration 0F: 2 clusters Score -127092.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -125159.710938 Penalty: 2434.240479
	Iteration 0F: 3 clusters Score -125159.7 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -125668.609375 Penalty: 2434.240479
	Iteration 1F: 3 clusters Score -125668.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -125886.812500 Penalty: 2434.240479
	Iteration 2F: 3 clusters Score -125886.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -126061.679688 Penalty: 2434.240479
	Iteration 3F: 3 clusters Score -126061.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -126254.156250 Penalty: 2434.240479
	Iteration 4F: 3 clusters Score -126254.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -126433.312500 Penalty: 2434.240479
	Iteration 5F: 3 clusters Score -126433.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -126552.015625 Penalty: 2434.240479
	Iteration 6F: 3 clusters Score -126552 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -126614.812500 Penalty: 2434.240479
	Iteration 7Q: 3 clusters Score -126614.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -126658.171875 Penalty: 2434.240479
	Iteration 8Q: 3 clusters Score -126658.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -126683.703125 Penalty: 2434.240479
	Iteration 9Q: 3 clusters Score -126683.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -126695.734375 Penalty: 2434.240479
	Iteration 10Q: 3 clusters Score -126695.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -126703.531250 Penalty: 2434.240479
	Iteration 11Q: 3 clusters Score -126703.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -126713.460938 Penalty: 2434.240479
	Iteration 12Q: 3 clusters Score -126713.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -126717.914062 Penalty: 2434.240479
	Iteration 13Q: 3 clusters Score -126717.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -126720.507812 Penalty: 2434.240479
	Iteration 14Q: 3 clusters Score -126720.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -126724.054688 Penalty: 2434.240479
	Iteration 15Q: 3 clusters Score -126724.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -126726.593750 Penalty: 2434.240479
	Iteration 16Q: 3 clusters Score -126726.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -126730.070312 Penalty: 2434.240479
	Iteration 17Q: 3 clusters Score -126730.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -126731.398438 Penalty: 2434.240479
	Iteration 18Q: 3 clusters Score -126731.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -126731.992188 Penalty: 2434.240479
	Iteration 19Q: 3 clusters Score -126732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -126732.679688 Penalty: 2434.240479
	Iteration 20F: 3 clusters Score -126732.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -126734.359375 Penalty: 2434.240479
	Iteration 21Q: 3 clusters Score -126734.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -126734.859375 Penalty: 2434.240479
	Iteration 22Q: 3 clusters Score -126734.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -126735.367188 Penalty: 2434.240479
	Iteration 23Q: 3 clusters Score -126735.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -126735.367188 Penalty: 2434.240479
	Iteration 24F: 3 clusters Score -126735.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (20606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Entering Unmasked Estep 
Score: -1863165.000000 Penalty: 1614.167236
	Iteration 0F: 2 clusters Score -1863165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1849008.250000 Penalty: 3228.334473
	Iteration 0F: 3 clusters Score -1849008 nChanged 9445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1854367.750000 Penalty: 3228.334473
	Iteration 1F: 3 clusters Score -1854368 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1854951.500000 Penalty: 3228.334473
	Iteration 2F: 3 clusters Score -1854952 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1855608.500000 Penalty: 3228.334473
	Iteration 3F: 3 clusters Score -1855608 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1856295.875000 Penalty: 3228.334473
	Iteration 4F: 3 clusters Score -1856296 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1857001.375000 Penalty: 3228.334473
	Iteration 5F: 3 clusters Score -1857001 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1857735.625000 Penalty: 3228.334473
	Iteration 6F: 3 clusters Score -1857736 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1858479.375000 Penalty: 3228.334473
	Iteration 7F: 3 clusters Score -1858479 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1859171.125000 Penalty: 3228.334473
	Iteration 8F: 3 clusters Score -1859171 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1859751.625000 Penalty: 3228.334473
	Iteration 9Q: 3 clusters Score -1859752 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1860143.625000 Penalty: 3228.334473
	Iteration 10Q: 3 clusters Score -1860144 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1860363.875000 Penalty: 3228.334473
	Iteration 11Q: 3 clusters Score -1860364 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1860495.750000 Penalty: 3228.334473
	Iteration 12Q: 3 clusters Score -1860496 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1860608.125000 Penalty: 3228.334473
	Iteration 13Q: 3 clusters Score -1860608 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1860703.750000 Penalty: 3228.334473
	Iteration 14Q: 3 clusters Score -1860704 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1860779.000000 Penalty: 3228.334473
	Iteration 15Q: 3 clusters Score -1860779 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1860835.500000 Penalty: 3228.334473
	Iteration 16Q: 3 clusters Score -1860836 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1860892.625000 Penalty: 3228.334473
	Iteration 17Q: 3 clusters Score -1860893 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1860925.750000 Penalty: 3228.334473
	Iteration 18Q: 3 clusters Score -1860926 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1860969.375000 Penalty: 3228.334473
	Iteration 19Q: 3 clusters Score -1860969 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1861004.500000 Penalty: 3228.334473
	Iteration 20F: 3 clusters Score -1861004 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1861042.500000 Penalty: 3228.334473
	Iteration 21Q: 3 clusters Score -1861042 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1861071.500000 Penalty: 3228.334473
	Iteration 22Q: 3 clusters Score -1861072 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1861094.875000 Penalty: 3228.334473
	Iteration 23Q: 3 clusters Score -1861095 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1861120.750000 Penalty: 3228.334473
	Iteration 24Q: 3 clusters Score -1861121 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1861145.625000 Penalty: 3228.334473
	Iteration 25Q: 3 clusters Score -1861146 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1861173.500000 Penalty: 3228.334473
	Iteration 26Q: 3 clusters Score -1861174 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1861194.500000 Penalty: 3228.334473
	Iteration 27Q: 3 clusters Score -1861194 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1861219.750000 Penalty: 3228.334473
	Iteration 28Q: 3 clusters Score -1861220 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1861248.375000 Penalty: 3228.334473
	Iteration 29Q: 3 clusters Score -1861248 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1861278 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1861295.625000 Penalty: 3228.334473
	Iteration 31Q: 3 clusters Score -1861296 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1861316.000000 Penalty: 3228.334473
	Iteration 32Q: 3 clusters Score -1861316 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1861337.375000 Penalty: 3228.334473
	Iteration 33Q: 3 clusters Score -1861337 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1861356.250000 Penalty: 3228.334473
	Iteration 34Q: 3 clusters Score -1861356 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1861371.500000 Penalty: 3228.334473
	Iteration 35Q: 3 clusters Score -1861372 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1861380.375000 Penalty: 3228.334473
	Iteration 36Q: 3 clusters Score -1861380 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1861401.750000 Penalty: 3228.334473
	Iteration 37Q: 3 clusters Score -1861402 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1861418.000000 Penalty: 3228.334473
	Iteration 38Q: 3 clusters Score -1861418 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1861436.500000 Penalty: 3228.334473
	Iteration 39Q: 3 clusters Score -1861436 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1861457.875000 Penalty: 3228.334473
	Iteration 40F: 3 clusters Score -1861458 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1861468 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1861481.625000 Penalty: 3228.334473
	Iteration 42Q: 3 clusters Score -1861482 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1861482 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1861504.625000 Penalty: 3228.334473
	Iteration 44Q: 3 clusters Score -1861505 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1861511.250000 Penalty: 3228.334473
	Iteration 45Q: 3 clusters Score -1861511 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1861524.375000 Penalty: 3228.334473
	Iteration 46Q: 3 clusters Score -1861524 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1861531.875000 Penalty: 3228.334473
	Iteration 47Q: 3 clusters Score -1861532 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1861540 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1861560 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1861565.625000 Penalty: 3228.334473
	Iteration 50Q: 3 clusters Score -1861566 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1861582.875000 Penalty: 3228.334473
	Iteration 51Q: 3 clusters Score -1861583 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1861591 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1861598 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1861613.875000 Penalty: 3228.334473
	Iteration 54Q: 3 clusters Score -1861614 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1861626 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1861637 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1861647 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1861656 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1861664 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1861680 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1861694 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1861717.000000 Penalty: 3228.334473
	Iteration 62Q: 3 clusters Score -1861717 nChanged 95
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Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1861735 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1861748 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1861761 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1861780 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15304 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1861799 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1861815 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1861822.125000 Penalty: 3228.334473
	Iteration 69Q: 3 clusters Score -1861822 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1861825.500000 Penalty: 3228.334473
	Iteration 70Q: 3 clusters Score -1861826 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1861839.750000 Penalty: 3228.334473
	Iteration 71Q: 3 clusters Score -1861840 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1861852 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1861864 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1861872 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1861885 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1861895 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1861913 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1861926 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1861942 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1861969.625000 Penalty: 3228.334473
	Iteration 80F: 3 clusters Score -1861970 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1862003 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1862030 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1862050 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1862075 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1862090 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1862106 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1862114.000000 Penalty: 3228.334473
	Iteration 87Q: 3 clusters Score -1862114 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1862125 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1862135.000000 Penalty: 3228.334473
	Iteration 89Q: 3 clusters Score -1862135 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1862141.125000 Penalty: 3228.334473
	Iteration 90Q: 3 clusters Score -1862141 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1862150.250000 Penalty: 3228.334473
	Iteration 91Q: 3 clusters Score -1862150 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1862167.375000 Penalty: 3228.334473
	Iteration 92Q: 3 clusters Score -1862167 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1862178.625000 Penalty: 3228.334473
	Iteration 93Q: 3 clusters Score -1862179 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1862180 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1862187.750000 Penalty: 3228.334473
	Iteration 95Q: 3 clusters Score -1862188 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1862197.125000 Penalty: 3228.334473
	Iteration 96Q: 3 clusters Score -1862197 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1862206.625000 Penalty: 3228.334473
	Iteration 97Q: 3 clusters Score -1862207 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1862205.875000 Penalty: 3228.334473
	Iteration 98Q: 3 clusters Score -1862206 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1862213.500000 Penalty: 3228.334473
	Iteration 99Q: 3 clusters Score -1862214 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1862213.125000 Penalty: 3228.334473
	Iteration 100F: 3 clusters Score -1862213 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1862216.625000 Penalty: 3228.334473
	Iteration 101Q: 3 clusters Score -1862217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1862220.000000 Penalty: 3228.334473
	Iteration 102Q: 3 clusters Score -1862220 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1862220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1862229.000000 Penalty: 3228.334473
	Iteration 104Q: 3 clusters Score -1862229 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1862236 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
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Entering Unmasked Estep 
Score: -1862232.125000 Penalty: 3228.334473
	Iteration 106Q: 3 clusters Score -1862232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
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Entering Unmasked Estep 
Score: -1862238.750000 Penalty: 3228.334473
	Iteration 107Q: 3 clusters Score -1862239 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1862242.000000 Penalty: 3228.334473
	Iteration 108Q: 3 clusters Score -1862242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1862244.125000 Penalty: 3228.334473
	Iteration 109Q: 3 clusters Score -1862244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1862244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1862248.125000 Penalty: 3228.334473
	Iteration 111Q: 3 clusters Score -1862248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
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Entering Unmasked Estep 
Score: -1862243.875000 Penalty: 3228.334473
	Iteration 112Q: 3 clusters Score -1862244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1862245.125000 Penalty: 3228.334473
	Iteration 113Q: 3 clusters Score -1862245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1862243.500000 Penalty: 3228.334473
	Iteration 114Q: 3 clusters Score -1862244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1862246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1862246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1862244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1862246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1862248.750000 Penalty: 3228.334473
	Iteration 119Q: 3 clusters Score -1862249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1862248.375000 Penalty: 3228.334473
	Iteration 120F: 3 clusters Score -1862248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1862245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1862251.125000 Penalty: 3228.334473
	Iteration 122Q: 3 clusters Score -1862251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1862255.000000 Penalty: 3228.334473
	Iteration 123Q: 3 clusters Score -1862255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1862257.750000 Penalty: 3228.334473
	Iteration 124Q: 3 clusters Score -1862258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1862257.125000 Penalty: 3228.334473
	Iteration 125Q: 3 clusters Score -1862257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1862255.375000 Penalty: 3228.334473
	Iteration 126Q: 3 clusters Score -1862255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1862256.625000 Penalty: 3228.334473
	Iteration 127Q: 3 clusters Score -1862257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1862259.625000 Penalty: 3228.334473
	Iteration 128Q: 3 clusters Score -1862260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1862258.750000 Penalty: 3228.334473
	Iteration 129Q: 3 clusters Score -1862259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1862262.750000 Penalty: 3228.334473
	Iteration 130Q: 3 clusters Score -1862263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1862262.625000 Penalty: 3228.334473
	Iteration 131Q: 3 clusters Score -1862263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1862264.625000 Penalty: 3228.334473
	Iteration 132Q: 3 clusters Score -1862265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1862265.000000 Penalty: 3228.334473
	Iteration 133Q: 3 clusters Score -1862265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1862268.625000 Penalty: 3228.334473
	Iteration 134Q: 3 clusters Score -1862269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1862269.250000 Penalty: 3228.334473
	Iteration 135Q: 3 clusters Score -1862269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1862271.625000 Penalty: 3228.334473
	Iteration 136Q: 3 clusters Score -1862272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1862272.125000 Penalty: 3228.334473
	Iteration 137Q: 3 clusters Score -1862272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1862276.125000 Penalty: 3228.334473
	Iteration 138Q: 3 clusters Score -1862276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1862273.500000 Penalty: 3228.334473
	Iteration 139Q: 3 clusters Score -1862274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1862276.750000 Penalty: 3228.334473
	Iteration 140F: 3 clusters Score -1862277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1862275.750000 Penalty: 3228.334473
	Iteration 141Q: 3 clusters Score -1862276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1862280.000000 Penalty: 3228.334473
	Iteration 142Q: 3 clusters Score -1862280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1862279.875000 Penalty: 3228.334473
	Iteration 143Q: 3 clusters Score -1862280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1862284.625000 Penalty: 3228.334473
	Iteration 144Q: 3 clusters Score -1862285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1862282.125000 Penalty: 3228.334473
	Iteration 145Q: 3 clusters Score -1862282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1862283.000000 Penalty: 3228.334473
	Iteration 146Q: 3 clusters Score -1862283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1862287.500000 Penalty: 3228.334473
	Iteration 147Q: 3 clusters Score -1862288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1862287.250000 Penalty: 3228.334473
	Iteration 148Q: 3 clusters Score -1862287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1862287.750000 Penalty: 3228.334473
	Iteration 149Q: 3 clusters Score -1862288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1862286.875000 Penalty: 3228.334473
	Iteration 150Q: 3 clusters Score -1862287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1862284.625000 Penalty: 3228.334473
	Iteration 151Q: 3 clusters Score -1862285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1862281.875000 Penalty: 3228.334473
	Iteration 152Q: 3 clusters Score -1862282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1862285.000000 Penalty: 3228.334473
	Iteration 153Q: 3 clusters Score -1862285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1862287.000000 Penalty: 3228.334473
	Iteration 154Q: 3 clusters Score -1862287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1862290.375000 Penalty: 3228.334473
	Iteration 155Q: 3 clusters Score -1862290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1862291.375000 Penalty: 3228.334473
	Iteration 156Q: 3 clusters Score -1862291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1862291.500000 Penalty: 3228.334473
	Iteration 157Q: 3 clusters Score -1862292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1862292.250000 Penalty: 3228.334473
	Iteration 158Q: 3 clusters Score -1862292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1862292.750000 Penalty: 3228.334473
	Iteration 159Q: 3 clusters Score -1862293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1862294.625000 Penalty: 3228.334473
	Iteration 160F: 3 clusters Score -1862295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1862294.500000 Penalty: 3228.334473
	Iteration 161Q: 3 clusters Score -1862294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1862294.250000 Penalty: 3228.334473
	Iteration 162Q: 3 clusters Score -1862294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1862294.000000 Penalty: 3228.334473
	Iteration 163Q: 3 clusters Score -1862294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1862294.375000 Penalty: 3228.334473
	Iteration 164Q: 3 clusters Score -1862294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1862296.625000 Penalty: 3228.334473
	Iteration 165Q: 3 clusters Score -1862297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1862296.750000 Penalty: 3228.334473
	Iteration 166Q: 3 clusters Score -1862297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1862297.250000 Penalty: 3228.334473
	Iteration 167Q: 3 clusters Score -1862297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1862297.250000 Penalty: 3228.334473
	Iteration 168Q: 3 clusters Score -1862297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1862298.500000 Penalty: 3228.334473
	Iteration 169Q: 3 clusters Score -1862298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1862298.250000 Penalty: 3228.334473
	Iteration 170Q: 3 clusters Score -1862298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1862299.125000 Penalty: 3228.334473
	Iteration 171Q: 3 clusters Score -1862299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1862299.500000 Penalty: 3228.334473
	Iteration 172Q: 3 clusters Score -1862300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1862298.500000 Penalty: 3228.334473
	Iteration 173Q: 3 clusters Score -1862298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1862298.125000 Penalty: 3228.334473
	Iteration 174Q: 3 clusters Score -1862298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1862299.250000 Penalty: 3228.334473
	Iteration 175Q: 3 clusters Score -1862299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1862300.500000 Penalty: 3228.334473
	Iteration 176Q: 3 clusters Score -1862300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1862302.500000 Penalty: 3228.334473
	Iteration 177Q: 3 clusters Score -1862302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1862301.250000 Penalty: 3228.334473
	Iteration 178Q: 3 clusters Score -1862301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1862301.250000 Penalty: 3228.334473
	Iteration 179Q: 3 clusters Score -1862301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1862301.250000 Penalty: 3228.334473
	Iteration 180F: 3 clusters Score -1862301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (76550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76550 members 
Entering Unmasked Estep 
Score: -7087849.500000 Penalty: 1827.426025
	Iteration 0F: 2 clusters Score -7087850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -7036512.000000 Penalty: 3654.852051
	Iteration 0F: 3 clusters Score -7036512 nChanged 36446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -7057605.500000 Penalty: 3654.852051
	Iteration 1F: 3 clusters Score -7057606 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -7058275.000000 Penalty: 3654.852051
	Iteration 2Q: 3 clusters Score -7058275 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -7059087.500000 Penalty: 3654.852051
	Iteration 3Q: 3 clusters Score -7059088 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -7060039.500000 Penalty: 3654.852051
	Iteration 4Q: 3 clusters Score -7060040 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -7061231.000000 Penalty: 3654.852051
	Iteration 5Q: 3 clusters Score -7061231 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -7062672.500000 Penalty: 3654.852051
	Iteration 6Q: 3 clusters Score -7062672 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -7064496.000000 Penalty: 3654.852051
	Iteration 7Q: 3 clusters Score -7064496 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -7066852.000000 Penalty: 3654.852051
	Iteration 8F: 3 clusters Score -7066852 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -7069786.000000 Penalty: 3654.852051
	Iteration 9F: 3 clusters Score -7069786 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -7072311.000000 Penalty: 3654.852051
	Iteration 10F: 3 clusters Score -7072311 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -7073658.000000 Penalty: 3654.852051
	Iteration 11Q: 3 clusters Score -7073658 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -7074124.500000 Penalty: 3654.852051
	Iteration 12Q: 3 clusters Score -7074124 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -7074303.000000 Penalty: 3654.852051
	Iteration 13Q: 3 clusters Score -7074303 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45849 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -7074445.500000 Penalty: 3654.852051
	Iteration 14Q: 3 clusters Score -7074446 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46410 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -7074558.500000 Penalty: 3654.852051
	Iteration 15Q: 3 clusters Score -7074558 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47022 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -7074669.000000 Penalty: 3654.852051
	Iteration 16Q: 3 clusters Score -7074669 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -7074790.000000 Penalty: 3654.852051
	Iteration 17Q: 3 clusters Score -7074790 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48376 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -7074894.000000 Penalty: 3654.852051
	Iteration 18Q: 3 clusters Score -7074894 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49109 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -7075024.000000 Penalty: 3654.852051
	Iteration 19Q: 3 clusters Score -7075024 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49873 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -7075185.000000 Penalty: 3654.852051
	Iteration 20F: 3 clusters Score -7075185 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50681 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -7075399.500000 Penalty: 3654.852051
	Iteration 21Q: 3 clusters Score -7075400 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51569 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -7075638.500000 Penalty: 3654.852051
	Iteration 22Q: 3 clusters Score -7075638 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52522 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -7075894.000000 Penalty: 3654.852051
	Iteration 23Q: 3 clusters Score -7075894 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53552 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -7076126.000000 Penalty: 3654.852051
	Iteration 24Q: 3 clusters Score -7076126 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54609 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -7076475.000000 Penalty: 3654.852051
	Iteration 25Q: 3 clusters Score -7076475 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55745 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -7076814.000000 Penalty: 3654.852051
	Iteration 26Q: 3 clusters Score -7076814 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56969 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -7077201.500000 Penalty: 3654.852051
	Iteration 27Q: 3 clusters Score -7077202 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58252 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -7077666.000000 Penalty: 3654.852051
	Iteration 28Q: 3 clusters Score -7077666 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59545 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -7078141.000000 Penalty: 3654.852051
	Iteration 29Q: 3 clusters Score -7078141 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60824 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -7078612.000000 Penalty: 3654.852051
	Iteration 30Q: 3 clusters Score -7078612 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62131 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -7079134.000000 Penalty: 3654.852051
	Iteration 31Q: 3 clusters Score -7079134 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63507 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -7079689.500000 Penalty: 3654.852051
	Iteration 32Q: 3 clusters Score -7079690 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64869 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -7080262.000000 Penalty: 3654.852051
	Iteration 33Q: 3 clusters Score -7080262 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66185 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -7080949.000000 Penalty: 3654.852051
	Iteration 34Q: 3 clusters Score -7080949 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67513 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -7081645.500000 Penalty: 3654.852051
	Iteration 35Q: 3 clusters Score -7081646 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68701 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -7082229.000000 Penalty: 3654.852051
	Iteration 36Q: 3 clusters Score -7082229 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69822 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -7082922.500000 Penalty: 3654.852051
	Iteration 37Q: 3 clusters Score -7082922 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70860 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -7083558.500000 Penalty: 3654.852051
	Iteration 38Q: 3 clusters Score -7083558 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71785 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -7084175.000000 Penalty: 3654.852051
	Iteration 39Q: 3 clusters Score -7084175 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72569 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -7084748.500000 Penalty: 3654.852051
	Iteration 40F: 3 clusters Score -7084748 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73224 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -7085270.000000 Penalty: 3654.852051
	Iteration 41Q: 3 clusters Score -7085270 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73757 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -7085691.000000 Penalty: 3654.852051
	Iteration 42Q: 3 clusters Score -7085691 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74123 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -7086033.500000 Penalty: 3654.852051
	Iteration 43Q: 3 clusters Score -7086034 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74398 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -7086235.000000 Penalty: 3654.852051
	Iteration 44Q: 3 clusters Score -7086235 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74586 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -7086361.000000 Penalty: 3654.852051
	Iteration 45Q: 3 clusters Score -7086361 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74736 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -7086478.000000 Penalty: 3654.852051
	Iteration 46Q: 3 clusters Score -7086478 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74871 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -7086520.500000 Penalty: 3654.852051
	Iteration 47Q: 3 clusters Score -7086520 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74978 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -7086560.000000 Penalty: 3654.852051
	Iteration 48Q: 3 clusters Score -7086560 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75046 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -7086565.500000 Penalty: 3654.852051
	Iteration 49Q: 3 clusters Score -7086566 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75104 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -7086599.000000 Penalty: 3654.852051
	Iteration 50Q: 3 clusters Score -7086599 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75156 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -7086628.500000 Penalty: 3654.852051
	Iteration 51Q: 3 clusters Score -7086628 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75200 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -7086651.500000 Penalty: 3654.852051
	Iteration 52Q: 3 clusters Score -7086652 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75239 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -7086658.500000 Penalty: 3654.852051
	Iteration 53Q: 3 clusters Score -7086658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75268 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -7086653.000000 Penalty: 3654.852051
	Iteration 54Q: 3 clusters Score -7086653 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75289 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -7086665.500000 Penalty: 3654.852051
	Iteration 55Q: 3 clusters Score -7086666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75299 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -7086667.500000 Penalty: 3654.852051
	Iteration 56Q: 3 clusters Score -7086668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75307 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -7086686.500000 Penalty: 3654.852051
	Iteration 57Q: 3 clusters Score -7086686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75317 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -7086686.500000 Penalty: 3654.852051
	Iteration 58Q: 3 clusters Score -7086686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75324 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -7086699.500000 Penalty: 3654.852051
	Iteration 59Q: 3 clusters Score -7086700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75329 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -7086698.500000 Penalty: 3654.852051
	Iteration 60F: 3 clusters Score -7086698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75335 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -7086693.000000 Penalty: 3654.852051
	Iteration 61Q: 3 clusters Score -7086693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75337 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -7086695.500000 Penalty: 3654.852051
	Iteration 62Q: 3 clusters Score -7086696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75338 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -7086693.500000 Penalty: 3654.852051
	Iteration 63Q: 3 clusters Score -7086694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75339 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -7086700.000000 Penalty: 3654.852051
	Iteration 64Q: 3 clusters Score -7086700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75340 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -7086699.500000 Penalty: 3654.852051
	Iteration 65Q: 3 clusters Score -7086700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75341 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -7086696.500000 Penalty: 3654.852051
	Iteration 66Q: 3 clusters Score -7086696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75342 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -7086700.000000 Penalty: 3654.852051
	Iteration 67Q: 3 clusters Score -7086700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75344 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -7086691.000000 Penalty: 3654.852051
	Iteration 68Q: 3 clusters Score -7086691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75346 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -7086692.000000 Penalty: 3654.852051
	Iteration 69Q: 3 clusters Score -7086692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75346 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -7086692.000000 Penalty: 3654.852051
	Iteration 70F: 3 clusters Score -7086692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Entering Unmasked Estep 
Score: -362092.437500 Penalty: 1357.481567
	Iteration 0F: 2 clusters Score -362092.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -358587.218750 Penalty: 2714.963135
	Iteration 0F: 3 clusters Score -358587.2 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -359647.406250 Penalty: 2714.963135
	Iteration 1F: 3 clusters Score -359647.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -359898.906250 Penalty: 2714.963135
	Iteration 2F: 3 clusters Score -359898.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -360096.906250 Penalty: 2714.963135
	Iteration 3F: 3 clusters Score -360096.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -360247.593750 Penalty: 2714.963135
	Iteration 4F: 3 clusters Score -360247.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -360373.343750 Penalty: 2714.963135
	Iteration 5Q: 3 clusters Score -360373.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -360503.843750 Penalty: 2714.963135
	Iteration 6Q: 3 clusters Score -360503.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -360678.562500 Penalty: 2714.963135
	Iteration 7Q: 3 clusters Score -360678.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -360987.750000 Penalty: 2714.963135
	Iteration 8Q: 3 clusters Score -360987.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -361301.937500 Penalty: 2714.963135
	Iteration 9Q: 3 clusters Score -361301.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -361480.937500 Penalty: 2714.963135
	Iteration 10Q: 3 clusters Score -361480.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -361608.562500 Penalty: 2714.963135
	Iteration 11Q: 3 clusters Score -361608.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -361729.187500 Penalty: 2714.963135
	Iteration 12Q: 3 clusters Score -361729.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -361858.218750 Penalty: 2714.963135
	Iteration 13Q: 3 clusters Score -361858.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -361983.000000 Penalty: 2714.963135
	Iteration 14Q: 3 clusters Score -361983 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -362071.000000 Penalty: 2714.963135
	Iteration 15Q: 3 clusters Score -362071 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -362106.250000 Penalty: 2714.963135
	Iteration 16Q: 3 clusters Score -362106.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -362123.500000 Penalty: 2714.963135
	Iteration 17Q: 3 clusters Score -362123.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -362131.437500 Penalty: 2714.963135
	Iteration 18Q: 3 clusters Score -362131.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -362133.656250 Penalty: 2714.963135
	Iteration 19Q: 3 clusters Score -362133.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -362133.812500 Penalty: 2714.963135
	Iteration 20F: 3 clusters Score -362133.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -362135.000000 Penalty: 2714.963135
	Iteration 21Q: 3 clusters Score -362135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -362134.937500 Penalty: 2714.963135
	Iteration 22Q: 3 clusters Score -362134.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -362134.781250 Penalty: 2714.963135
	Iteration 23Q: 3 clusters Score -362134.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -362134.781250 Penalty: 2714.963135
	Iteration 24F: 3 clusters Score -362134.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11106 members 
Mstep: Class 5 contains 10454 members 
Mstep: Class 6 contains 2040 members 
Mstep: Class 7 contains 27475 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 14492 members 
Mstep: Class 10 contains 72056 members 
Mstep: Class 11 contains 24922 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124864 members 
Mstep: Class 14 contains 115291 members 
Mstep: Class 15 contains 59342 members 
Mstep: Class 16 contains 18502 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40755 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7967 members 
Mstep: Class 23 contains 59472 members 
Mstep: Class 24 contains 2200 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63793 members 
Mstep: Class 27 contains 1790 members 
Mstep: Class 28 contains 20606 members 
Mstep: Class 29 contains 76550 members 
Mstep: Class 30 contains 3056 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 16823 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3727 members 
Mstep: Class 38 contains 1031 members 
Mstep: Class 39 contains 13119 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4173 members 
Mstep: Class 43 contains 1190 members 
Entering Unmasked Estep 
Score: -84464456.000000 Penalty: 96238.460938
Splitting cluster 30 changes total score from -84465376.000000 to -84464456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (1083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Entering Unmasked Estep 
Score: -90984.757812 Penalty: 1135.467163
	Iteration 0F: 2 clusters Score -90984.76 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 586 members 
Entering Unmasked Estep 
Score: -89498.398438 Penalty: 2270.934326
	Iteration 0F: 3 clusters Score -89498.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -89867.703125 Penalty: 2270.934326
	Iteration 1F: 3 clusters Score -89867.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -90090.882812 Penalty: 2270.934326
	Iteration 2F: 3 clusters Score -90090.88 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -90320.101562 Penalty: 2270.934326
	Iteration 3F: 3 clusters Score -90320.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -90615.054688 Penalty: 2270.934326
	Iteration 4F: 3 clusters Score -90615.05 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -90843.445312 Penalty: 2270.934326
	Iteration 5F: 3 clusters Score -90843.45 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -91092.023438 Penalty: 2270.934326
	Iteration 6Q: 3 clusters Score -91092.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -91311.804688 Penalty: 2270.934326
	Iteration 7Q: 3 clusters Score -91311.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -91352.601562 Penalty: 2270.934326
	Iteration 8Q: 3 clusters Score -91352.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -91380.289062 Penalty: 2270.934326
	Iteration 9Q: 3 clusters Score -91380.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -91388.617188 Penalty: 2270.934326
	Iteration 10Q: 3 clusters Score -91388.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -91399.421875 Penalty: 2270.934326
	Iteration 11Q: 3 clusters Score -91399.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -91406.882812 Penalty: 2270.934326
	Iteration 12Q: 3 clusters Score -91406.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -91414.453125 Penalty: 2270.934326
	Iteration 13Q: 3 clusters Score -91414.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -91416.156250 Penalty: 2270.934326
	Iteration 14Q: 3 clusters Score -91416.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -91417.390625 Penalty: 2270.934326
	Iteration 15Q: 3 clusters Score -91417.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -91417.390625 Penalty: 2270.934326
	Iteration 16F: 3 clusters Score -91417.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11106 members 
Mstep: Class 5 contains 10454 members 
Mstep: Class 6 contains 2040 members 
Mstep: Class 7 contains 27475 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 14492 members 
Mstep: Class 10 contains 72056 members 
Mstep: Class 11 contains 24922 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124864 members 
Mstep: Class 14 contains 115291 members 
Mstep: Class 15 contains 59342 members 
Mstep: Class 16 contains 18502 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40755 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7967 members 
Mstep: Class 23 contains 59472 members 
Mstep: Class 24 contains 2200 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63793 members 
Mstep: Class 27 contains 1790 members 
Mstep: Class 28 contains 20606 members 
Mstep: Class 29 contains 76550 members 
Mstep: Class 30 contains 4246 members 
Mstep: Class 31 contains 510 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 16823 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3727 members 
Mstep: Class 38 contains 1031 members 
Mstep: Class 39 contains 13119 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4173 members 
Mstep: Class 43 contains 573 members 
Entering Unmasked Estep 
Score: -84464704.000000 Penalty: 96238.460938
Splitting cluster 31 changes total score from -84465376.000000 to -84464704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (1422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Entering Unmasked Estep 
Score: -126025.640625 Penalty: 1179.720703
	Iteration 0F: 2 clusters Score -126025.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -124312.828125 Penalty: 2359.441406
	Iteration 0F: 3 clusters Score -124312.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -124617.515625 Penalty: 2359.441406
	Iteration 1F: 3 clusters Score -124617.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -124682.593750 Penalty: 2359.441406
	Iteration 2F: 3 clusters Score -124682.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -124729.203125 Penalty: 2359.441406
	Iteration 3Q: 3 clusters Score -124729.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -124751.632812 Penalty: 2359.441406
	Iteration 4Q: 3 clusters Score -124751.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -124766.000000 Penalty: 2359.441406
	Iteration 5Q: 3 clusters Score -124766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -124776.398438 Penalty: 2359.441406
	Iteration 6Q: 3 clusters Score -124776.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -124782.656250 Penalty: 2359.441406
	Iteration 7Q: 3 clusters Score -124782.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -124789.203125 Penalty: 2359.441406
	Iteration 8Q: 3 clusters Score -124789.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -124795.312500 Penalty: 2359.441406
	Iteration 9Q: 3 clusters Score -124795.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -124807.156250 Penalty: 2359.441406
	Iteration 10Q: 3 clusters Score -124807.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -124818.117188 Penalty: 2359.441406
	Iteration 11Q: 3 clusters Score -124818.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -124827.953125 Penalty: 2359.441406
	Iteration 12Q: 3 clusters Score -124828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -124837.476562 Penalty: 2359.441406
	Iteration 13Q: 3 clusters Score -124837.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -124845.656250 Penalty: 2359.441406
	Iteration 14Q: 3 clusters Score -124845.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -124847.726562 Penalty: 2359.441406
	Iteration 15Q: 3 clusters Score -124847.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -124850.007812 Penalty: 2359.441406
	Iteration 16Q: 3 clusters Score -124850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -124852.023438 Penalty: 2359.441406
	Iteration 17Q: 3 clusters Score -124852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -124852.601562 Penalty: 2359.441406
	Iteration 18Q: 3 clusters Score -124852.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -124852.601562 Penalty: 2359.441406
	Iteration 19F: 3 clusters Score -124852.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (16823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Entering Unmasked Estep 
Score: -1410659.875000 Penalty: 1581.206543
	Iteration 0F: 2 clusters Score -1410660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1399062.375000 Penalty: 3162.413086
	Iteration 0F: 3 clusters Score -1399062 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1403387.875000 Penalty: 3162.413086
	Iteration 1F: 3 clusters Score -1403388 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1403923.000000 Penalty: 3162.413086
	Iteration 2F: 3 clusters Score -1403923 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1404401.375000 Penalty: 3162.413086
	Iteration 3F: 3 clusters Score -1404401 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1404815.750000 Penalty: 3162.413086
	Iteration 4F: 3 clusters Score -1404816 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1405201.250000 Penalty: 3162.413086
	Iteration 5Q: 3 clusters Score -1405201 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1405565.875000 Penalty: 3162.413086
	Iteration 6Q: 3 clusters Score -1405566 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1405906.125000 Penalty: 3162.413086
	Iteration 7Q: 3 clusters Score -1405906 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1406272.375000 Penalty: 3162.413086
	Iteration 8Q: 3 clusters Score -1406272 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1406677.875000 Penalty: 3162.413086
	Iteration 9Q: 3 clusters Score -1406678 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1407180.875000 Penalty: 3162.413086
	Iteration 10Q: 3 clusters Score -1407181 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1407668.500000 Penalty: 3162.413086
	Iteration 11Q: 3 clusters Score -1407668 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1408094.375000 Penalty: 3162.413086
	Iteration 12Q: 3 clusters Score -1408094 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1408411.875000 Penalty: 3162.413086
	Iteration 13Q: 3 clusters Score -1408412 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1408606.250000 Penalty: 3162.413086
	Iteration 14Q: 3 clusters Score -1408606 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1408729.500000 Penalty: 3162.413086
	Iteration 15Q: 3 clusters Score -1408730 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1408809.250000 Penalty: 3162.413086
	Iteration 16Q: 3 clusters Score -1408809 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1408861.750000 Penalty: 3162.413086
	Iteration 17Q: 3 clusters Score -1408862 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1408891.625000 Penalty: 3162.413086
	Iteration 18Q: 3 clusters Score -1408892 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1408923.375000 Penalty: 3162.413086
	Iteration 19Q: 3 clusters Score -1408923 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1408947.750000 Penalty: 3162.413086
	Iteration 20F: 3 clusters Score -1408948 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1408963.875000 Penalty: 3162.413086
	Iteration 21Q: 3 clusters Score -1408964 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1408985.125000 Penalty: 3162.413086
	Iteration 22Q: 3 clusters Score -1408985 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1409001.875000 Penalty: 3162.413086
	Iteration 23Q: 3 clusters Score -1409002 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1409019.500000 Penalty: 3162.413086
	Iteration 24Q: 3 clusters Score -1409020 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -1409032.000000 Penalty: 3162.413086
	Iteration 25Q: 3 clusters Score -1409032 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1409039.625000 Penalty: 3162.413086
	Iteration 26Q: 3 clusters Score -1409040 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -1409049.750000 Penalty: 3162.413086
	Iteration 27Q: 3 clusters Score -1409050 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1409057.750000 Penalty: 3162.413086
	Iteration 28Q: 3 clusters Score -1409058 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1409062.000000 Penalty: 3162.413086
	Iteration 29Q: 3 clusters Score -1409062 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1409067.500000 Penalty: 3162.413086
	Iteration 30Q: 3 clusters Score -1409068 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1409070.625000 Penalty: 3162.413086
	Iteration 31Q: 3 clusters Score -1409071 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1409076.000000 Penalty: 3162.413086
	Iteration 32Q: 3 clusters Score -1409076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -1409081.000000 Penalty: 3162.413086
	Iteration 33Q: 3 clusters Score -1409081 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -1409080.500000 Penalty: 3162.413086
	Iteration 34Q: 3 clusters Score -1409080 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1409089.375000 Penalty: 3162.413086
	Iteration 35Q: 3 clusters Score -1409089 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1409094.750000 Penalty: 3162.413086
	Iteration 36Q: 3 clusters Score -1409095 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1409100.375000 Penalty: 3162.413086
	Iteration 37Q: 3 clusters Score -1409100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -1409109.000000 Penalty: 3162.413086
	Iteration 38Q: 3 clusters Score -1409109 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1409115.250000 Penalty: 3162.413086
	Iteration 39Q: 3 clusters Score -1409115 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1409124.125000 Penalty: 3162.413086
	Iteration 40F: 3 clusters Score -1409124 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1409133.875000 Penalty: 3162.413086
	Iteration 41Q: 3 clusters Score -1409134 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1409150.875000 Penalty: 3162.413086
	Iteration 42Q: 3 clusters Score -1409151 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1409156.500000 Penalty: 3162.413086
	Iteration 43Q: 3 clusters Score -1409156 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1409177.250000 Penalty: 3162.413086
	Iteration 44Q: 3 clusters Score -1409177 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1409208.500000 Penalty: 3162.413086
	Iteration 45Q: 3 clusters Score -1409208 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1409228.125000 Penalty: 3162.413086
	Iteration 46Q: 3 clusters Score -1409228 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -1409259.375000 Penalty: 3162.413086
	Iteration 47Q: 3 clusters Score -1409259 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1409291.625000 Penalty: 3162.413086
	Iteration 48Q: 3 clusters Score -1409292 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1409308.375000 Penalty: 3162.413086
	Iteration 49Q: 3 clusters Score -1409308 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1409330.250000 Penalty: 3162.413086
	Iteration 50Q: 3 clusters Score -1409330 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -1409347.750000 Penalty: 3162.413086
	Iteration 51Q: 3 clusters Score -1409348 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -1409377.375000 Penalty: 3162.413086
	Iteration 52Q: 3 clusters Score -1409377 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1409409.875000 Penalty: 3162.413086
	Iteration 53Q: 3 clusters Score -1409410 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -1409437.500000 Penalty: 3162.413086
	Iteration 54Q: 3 clusters Score -1409438 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1409460.250000 Penalty: 3162.413086
	Iteration 55Q: 3 clusters Score -1409460 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -1409477.875000 Penalty: 3162.413086
	Iteration 56Q: 3 clusters Score -1409478 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -1409496.750000 Penalty: 3162.413086
	Iteration 57Q: 3 clusters Score -1409497 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -1409514.750000 Penalty: 3162.413086
	Iteration 58Q: 3 clusters Score -1409515 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1409525.375000 Penalty: 3162.413086
	Iteration 59Q: 3 clusters Score -1409525 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -1409541.500000 Penalty: 3162.413086
	Iteration 60F: 3 clusters Score -1409542 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -1409553.125000 Penalty: 3162.413086
	Iteration 61Q: 3 clusters Score -1409553 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1409569.500000 Penalty: 3162.413086
	Iteration 62Q: 3 clusters Score -1409570 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -1409576.000000 Penalty: 3162.413086
	Iteration 63Q: 3 clusters Score -1409576 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -1409586.875000 Penalty: 3162.413086
	Iteration 64Q: 3 clusters Score -1409587 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1409594.375000 Penalty: 3162.413086
	Iteration 65Q: 3 clusters Score -1409594 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -1409601.625000 Penalty: 3162.413086
	Iteration 66Q: 3 clusters Score -1409602 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -1409608.625000 Penalty: 3162.413086
	Iteration 67Q: 3 clusters Score -1409609 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -1409616.250000 Penalty: 3162.413086
	Iteration 68Q: 3 clusters Score -1409616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -1409624.000000 Penalty: 3162.413086
	Iteration 69Q: 3 clusters Score -1409624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -1409625.500000 Penalty: 3162.413086
	Iteration 70Q: 3 clusters Score -1409626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -1409630.125000 Penalty: 3162.413086
	Iteration 71Q: 3 clusters Score -1409630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -1409633.125000 Penalty: 3162.413086
	Iteration 72Q: 3 clusters Score -1409633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -1409633.875000 Penalty: 3162.413086
	Iteration 73Q: 3 clusters Score -1409634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -1409637.000000 Penalty: 3162.413086
	Iteration 74Q: 3 clusters Score -1409637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -1409639.625000 Penalty: 3162.413086
	Iteration 75Q: 3 clusters Score -1409640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -1409642.375000 Penalty: 3162.413086
	Iteration 76Q: 3 clusters Score -1409642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -1409643.875000 Penalty: 3162.413086
	Iteration 77Q: 3 clusters Score -1409644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -1409644.750000 Penalty: 3162.413086
	Iteration 78Q: 3 clusters Score -1409645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -1409645.375000 Penalty: 3162.413086
	Iteration 79Q: 3 clusters Score -1409645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -1409650.000000 Penalty: 3162.413086
	Iteration 80F: 3 clusters Score -1409650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -1409648.875000 Penalty: 3162.413086
	Iteration 81Q: 3 clusters Score -1409649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -1409652.500000 Penalty: 3162.413086
	Iteration 82Q: 3 clusters Score -1409652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -1409653.000000 Penalty: 3162.413086
	Iteration 83Q: 3 clusters Score -1409653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -1409650.250000 Penalty: 3162.413086
	Iteration 84Q: 3 clusters Score -1409650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -1409651.125000 Penalty: 3162.413086
	Iteration 85Q: 3 clusters Score -1409651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -1409651.500000 Penalty: 3162.413086
	Iteration 86Q: 3 clusters Score -1409652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -1409650.750000 Penalty: 3162.413086
	Iteration 87Q: 3 clusters Score -1409651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -1409651.875000 Penalty: 3162.413086
	Iteration 88Q: 3 clusters Score -1409652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -1409652.375000 Penalty: 3162.413086
	Iteration 89Q: 3 clusters Score -1409652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -1409654.500000 Penalty: 3162.413086
	Iteration 90Q: 3 clusters Score -1409654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -1409655.125000 Penalty: 3162.413086
	Iteration 91Q: 3 clusters Score -1409655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -1409656.625000 Penalty: 3162.413086
	Iteration 92Q: 3 clusters Score -1409657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -1409659.625000 Penalty: 3162.413086
	Iteration 93Q: 3 clusters Score -1409660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1409661.500000 Penalty: 3162.413086
	Iteration 94Q: 3 clusters Score -1409662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -1409662.625000 Penalty: 3162.413086
	Iteration 95Q: 3 clusters Score -1409663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -1409661.875000 Penalty: 3162.413086
	Iteration 96Q: 3 clusters Score -1409662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -1409663.375000 Penalty: 3162.413086
	Iteration 97Q: 3 clusters Score -1409663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -1409663.625000 Penalty: 3162.413086
	Iteration 98Q: 3 clusters Score -1409664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -1409663.625000 Penalty: 3162.413086
	Iteration 99F: 3 clusters Score -1409664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Entering Unmasked Estep 
Score: -86450.710938 Penalty: 1130.283813
	Iteration 0F: 2 clusters Score -86450.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -84942.468750 Penalty: 2260.567627
	Iteration 0F: 3 clusters Score -84942.47 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -85191.085938 Penalty: 2260.567627
	Iteration 1F: 3 clusters Score -85191.09 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -85307.125000 Penalty: 2260.567627
	Iteration 2F: 3 clusters Score -85307.12 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -85405.500000 Penalty: 2260.567627
	Iteration 3F: 3 clusters Score -85405.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -85480.960938 Penalty: 2260.567627
	Iteration 4Q: 3 clusters Score -85480.96 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -85543.484375 Penalty: 2260.567627
	Iteration 5Q: 3 clusters Score -85543.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -85593.820312 Penalty: 2260.567627
	Iteration 6Q: 3 clusters Score -85593.82 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -85643.796875 Penalty: 2260.567627
	Iteration 7Q: 3 clusters Score -85643.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -85679.757812 Penalty: 2260.567627
	Iteration 8Q: 3 clusters Score -85679.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -85715.445312 Penalty: 2260.567627
	Iteration 9Q: 3 clusters Score -85715.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -85732.335938 Penalty: 2260.567627
	Iteration 10Q: 3 clusters Score -85732.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -85740.929688 Penalty: 2260.567627
	Iteration 11Q: 3 clusters Score -85740.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -85752.593750 Penalty: 2260.567627
	Iteration 12Q: 3 clusters Score -85752.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -85758.796875 Penalty: 2260.567627
	Iteration 13Q: 3 clusters Score -85758.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -85763.687500 Penalty: 2260.567627
	Iteration 14Q: 3 clusters Score -85763.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -85766.273438 Penalty: 2260.567627
	Iteration 15Q: 3 clusters Score -85766.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -85766.851562 Penalty: 2260.567627
	Iteration 16Q: 3 clusters Score -85766.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -85766.851562 Penalty: 2260.567627
	Iteration 17F: 3 clusters Score -85766.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Entering Unmasked Estep 
Score: -69293.304688 Penalty: 1088.067261
	Iteration 0F: 2 clusters Score -69293.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -68003.531250 Penalty: 2176.134521
	Iteration 0F: 3 clusters Score -68003.53 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -68222.429688 Penalty: 2176.134521
	Iteration 1F: 3 clusters Score -68222.43 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -68292.203125 Penalty: 2176.134521
	Iteration 2F: 3 clusters Score -68292.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -68332.578125 Penalty: 2176.134521
	Iteration 3Q: 3 clusters Score -68332.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -68349.351562 Penalty: 2176.134521
	Iteration 4Q: 3 clusters Score -68349.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -68357.906250 Penalty: 2176.134521
	Iteration 5Q: 3 clusters Score -68357.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -68360.609375 Penalty: 2176.134521
	Iteration 6Q: 3 clusters Score -68360.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -68366.703125 Penalty: 2176.134521
	Iteration 7Q: 3 clusters Score -68366.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -68370.562500 Penalty: 2176.134521
	Iteration 8Q: 3 clusters Score -68370.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -68373.109375 Penalty: 2176.134521
	Iteration 9Q: 3 clusters Score -68373.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -68375.312500 Penalty: 2176.134521
	Iteration 10Q: 3 clusters Score -68375.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -68377.875000 Penalty: 2176.134521
	Iteration 11Q: 3 clusters Score -68377.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -68383.687500 Penalty: 2176.134521
	Iteration 12Q: 3 clusters Score -68383.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -68385.289062 Penalty: 2176.134521
	Iteration 13Q: 3 clusters Score -68385.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -68386.054688 Penalty: 2176.134521
	Iteration 14Q: 3 clusters Score -68386.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -68387.132812 Penalty: 2176.134521
	Iteration 15Q: 3 clusters Score -68387.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -68387.578125 Penalty: 2176.134521
	Iteration 16Q: 3 clusters Score -68387.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -68387.578125 Penalty: 2176.134521
	Iteration 17F: 3 clusters Score -68387.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Entering Unmasked Estep 
Score: -155219.625000 Penalty: 1215.752808
	Iteration 0F: 2 clusters Score -155219.6 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 873 members 
Entering Unmasked Estep 
Score: -153290.875000 Penalty: 2431.505615
	Iteration 0F: 3 clusters Score -153290.9 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -153715.062500 Penalty: 2431.505615
	Iteration 1F: 3 clusters Score -153715.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -153834.390625 Penalty: 2431.505615
	Iteration 2F: 3 clusters Score -153834.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -153910.390625 Penalty: 2431.505615
	Iteration 3F: 3 clusters Score -153910.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -153956.203125 Penalty: 2431.505615
	Iteration 4Q: 3 clusters Score -153956.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -153992.390625 Penalty: 2431.505615
	Iteration 5Q: 3 clusters Score -153992.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -154028.937500 Penalty: 2431.505615
	Iteration 6Q: 3 clusters Score -154028.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -154052.546875 Penalty: 2431.505615
	Iteration 7Q: 3 clusters Score -154052.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -154071.578125 Penalty: 2431.505615
	Iteration 8Q: 3 clusters Score -154071.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -154089.031250 Penalty: 2431.505615
	Iteration 9Q: 3 clusters Score -154089 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -154107.562500 Penalty: 2431.505615
	Iteration 10Q: 3 clusters Score -154107.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -154128.812500 Penalty: 2431.505615
	Iteration 11Q: 3 clusters Score -154128.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -154141.984375 Penalty: 2431.505615
	Iteration 12Q: 3 clusters Score -154142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -154153.453125 Penalty: 2431.505615
	Iteration 13Q: 3 clusters Score -154153.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -154163.578125 Penalty: 2431.505615
	Iteration 14Q: 3 clusters Score -154163.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -154176.671875 Penalty: 2431.505615
	Iteration 15Q: 3 clusters Score -154176.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -154195.453125 Penalty: 2431.505615
	Iteration 16Q: 3 clusters Score -154195.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -154206.812500 Penalty: 2431.505615
	Iteration 17Q: 3 clusters Score -154206.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -154218.734375 Penalty: 2431.505615
	Iteration 18Q: 3 clusters Score -154218.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -154237.968750 Penalty: 2431.505615
	Iteration 19Q: 3 clusters Score -154238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -154257.125000 Penalty: 2431.505615
	Iteration 20F: 3 clusters Score -154257.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -154272.546875 Penalty: 2431.505615
	Iteration 21Q: 3 clusters Score -154272.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -154286.375000 Penalty: 2431.505615
	Iteration 22Q: 3 clusters Score -154286.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -154291.671875 Penalty: 2431.505615
	Iteration 23Q: 3 clusters Score -154291.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -154296.046875 Penalty: 2431.505615
	Iteration 24Q: 3 clusters Score -154296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -154303.031250 Penalty: 2431.505615
	Iteration 25Q: 3 clusters Score -154303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -154307.937500 Penalty: 2431.505615
	Iteration 26Q: 3 clusters Score -154307.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -154310.812500 Penalty: 2431.505615
	Iteration 27Q: 3 clusters Score -154310.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -154312.812500 Penalty: 2431.505615
	Iteration 28Q: 3 clusters Score -154312.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -154314.625000 Penalty: 2431.505615
	Iteration 29Q: 3 clusters Score -154314.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -154315.984375 Penalty: 2431.505615
	Iteration 30Q: 3 clusters Score -154316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -154316.312500 Penalty: 2431.505615
	Iteration 31Q: 3 clusters Score -154316.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -154316.312500 Penalty: 2431.505615
	Iteration 32F: 3 clusters Score -154316.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Entering Unmasked Estep 
Score: -292707.718750 Penalty: 1336.295898
	Iteration 0F: 2 clusters Score -292707.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -289525.250000 Penalty: 2672.591797
	Iteration 0F: 3 clusters Score -289525.2 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -290648.812500 Penalty: 2672.591797
	Iteration 1F: 3 clusters Score -290648.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -291061.750000 Penalty: 2672.591797
	Iteration 2F: 3 clusters Score -291061.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -291321.125000 Penalty: 2672.591797
	Iteration 3F: 3 clusters Score -291321.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -291481.718750 Penalty: 2672.591797
	Iteration 4F: 3 clusters Score -291481.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -291577.312500 Penalty: 2672.591797
	Iteration 5Q: 3 clusters Score -291577.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -291642.062500 Penalty: 2672.591797
	Iteration 6Q: 3 clusters Score -291642.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -291702.500000 Penalty: 2672.591797
	Iteration 7Q: 3 clusters Score -291702.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -291738.375000 Penalty: 2672.591797
	Iteration 8Q: 3 clusters Score -291738.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -291755.312500 Penalty: 2672.591797
	Iteration 9Q: 3 clusters Score -291755.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -291768.375000 Penalty: 2672.591797
	Iteration 10Q: 3 clusters Score -291768.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -291776.281250 Penalty: 2672.591797
	Iteration 11Q: 3 clusters Score -291776.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -291782.375000 Penalty: 2672.591797
	Iteration 12Q: 3 clusters Score -291782.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -291789.375000 Penalty: 2672.591797
	Iteration 13Q: 3 clusters Score -291789.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -291794.218750 Penalty: 2672.591797
	Iteration 14Q: 3 clusters Score -291794.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -291798.312500 Penalty: 2672.591797
	Iteration 15Q: 3 clusters Score -291798.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -291803.843750 Penalty: 2672.591797
	Iteration 16Q: 3 clusters Score -291803.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -291808.968750 Penalty: 2672.591797
	Iteration 17Q: 3 clusters Score -291809 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -291814.218750 Penalty: 2672.591797
	Iteration 18Q: 3 clusters Score -291814.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -291816.531250 Penalty: 2672.591797
	Iteration 19Q: 3 clusters Score -291816.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -291817.281250 Penalty: 2672.591797
	Iteration 20F: 3 clusters Score -291817.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -291818.156250 Penalty: 2672.591797
	Iteration 21Q: 3 clusters Score -291818.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -291819.718750 Penalty: 2672.591797
	Iteration 22Q: 3 clusters Score -291819.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -291821.656250 Penalty: 2672.591797
	Iteration 23Q: 3 clusters Score -291821.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -291822.312500 Penalty: 2672.591797
	Iteration 24Q: 3 clusters Score -291822.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -291822.750000 Penalty: 2672.591797
	Iteration 25Q: 3 clusters Score -291822.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -291823.343750 Penalty: 2672.591797
	Iteration 26Q: 3 clusters Score -291823.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -291823.062500 Penalty: 2672.591797
	Iteration 27Q: 3 clusters Score -291823.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -291823.062500 Penalty: 2672.591797
	Iteration 28F: 3 clusters Score -291823.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -71313.937500 Penalty: 1127.471191
	Iteration 0F: 2 clusters Score -71313.94 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 547 members 
Entering Unmasked Estep 
Score: -69856.664062 Penalty: 2254.942383
	Iteration 0F: 3 clusters Score -69856.66 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -70387.500000 Penalty: 2254.942383
	Iteration 1F: 3 clusters Score -70387.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -70719.078125 Penalty: 2254.942383
	Iteration 2F: 3 clusters Score -70719.08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -70929.765625 Penalty: 2254.942383
	Iteration 3F: 3 clusters Score -70929.77 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -71104.382812 Penalty: 2254.942383
	Iteration 4F: 3 clusters Score -71104.38 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -71227.289062 Penalty: 2254.942383
	Iteration 5Q: 3 clusters Score -71227.29 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -71320.601562 Penalty: 2254.942383
	Iteration 6Q: 3 clusters Score -71320.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -71380.867188 Penalty: 2254.942383
	Iteration 7Q: 3 clusters Score -71380.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -71422.578125 Penalty: 2254.942383
	Iteration 8Q: 3 clusters Score -71422.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -71437.312500 Penalty: 2254.942383
	Iteration 9Q: 3 clusters Score -71437.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -71443.382812 Penalty: 2254.942383
	Iteration 10Q: 3 clusters Score -71443.38 nChanged 3
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: -71445.960938 Penalty: 2254.942383
	Iteration 11Q: 3 clusters Score -71445.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -71452.414062 Penalty: 2254.942383
	Iteration 12Q: 3 clusters Score -71452.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -71456.421875 Penalty: 2254.942383
	Iteration 13Q: 3 clusters Score -71456.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -71462.062500 Penalty: 2254.942383
	Iteration 14Q: 3 clusters Score -71462.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -71465.671875 Penalty: 2254.942383
	Iteration 15Q: 3 clusters Score -71465.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -71467.046875 Penalty: 2254.942383
	Iteration 16Q: 3 clusters Score -71467.05 nChanged 1
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: -71468.968750 Penalty: 2254.942383
	Iteration 17Q: 3 clusters Score -71468.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -71474.453125 Penalty: 2254.942383
	Iteration 18Q: 3 clusters Score -71474.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -71474.453125 Penalty: 2254.942383
	Iteration 19F: 3 clusters Score -71474.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 11106 members 
Mstep: Class 5 contains 10454 members 
Mstep: Class 6 contains 2040 members 
Mstep: Class 7 contains 27475 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 14492 members 
Mstep: Class 10 contains 72056 members 
Mstep: Class 11 contains 24922 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 124864 members 
Mstep: Class 14 contains 115291 members 
Mstep: Class 15 contains 59342 members 
Mstep: Class 16 contains 18502 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 40755 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 7967 members 
Mstep: Class 23 contains 59472 members 
Mstep: Class 24 contains 2200 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 63793 members 
Mstep: Class 27 contains 1790 members 
Mstep: Class 28 contains 20606 members 
Mstep: Class 29 contains 76550 members 
Mstep: Class 30 contains 4246 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 16823 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 3727 members 
Mstep: Class 38 contains 584 members 
Mstep: Class 39 contains 13119 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 4173 members 
Mstep: Class 43 contains 447 members 
Entering Unmasked Estep 
Score: -84464432.000000 Penalty: 96238.460938
Splitting cluster 38 changes total score from -84465376.000000 to -84464432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (13119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Entering Unmasked Estep 
Score: -1218387.000000 Penalty: 1540.795288
	Iteration 0F: 2 clusters Score -1218387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1209211.375000 Penalty: 3081.590576
	Iteration 0F: 3 clusters Score -1209211 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1212254.375000 Penalty: 3081.590576
	Iteration 1F: 3 clusters Score -1212254 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1212548.750000 Penalty: 3081.590576
	Iteration 2F: 3 clusters Score -1212549 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1212797.625000 Penalty: 3081.590576
	Iteration 3Q: 3 clusters Score -1212798 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1213028.625000 Penalty: 3081.590576
	Iteration 4Q: 3 clusters Score -1213029 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1213246.500000 Penalty: 3081.590576
	Iteration 5Q: 3 clusters Score -1213246 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1213474.750000 Penalty: 3081.590576
	Iteration 6Q: 3 clusters Score -1213475 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1213723.750000 Penalty: 3081.590576
	Iteration 7Q: 3 clusters Score -1213724 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1214011.375000 Penalty: 3081.590576
	Iteration 8Q: 3 clusters Score -1214011 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1214354.875000 Penalty: 3081.590576
	Iteration 9Q: 3 clusters Score -1214355 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1214764.500000 Penalty: 3081.590576
	Iteration 10Q: 3 clusters Score -1214764 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1215227.375000 Penalty: 3081.590576
	Iteration 11Q: 3 clusters Score -1215227 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1215654.250000 Penalty: 3081.590576
	Iteration 12Q: 3 clusters Score -1215654 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1215974.625000 Penalty: 3081.590576
	Iteration 13Q: 3 clusters Score -1215975 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1216183.000000 Penalty: 3081.590576
	Iteration 14Q: 3 clusters Score -1216183 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1216298.875000 Penalty: 3081.590576
	Iteration 15Q: 3 clusters Score -1216299 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1216383.750000 Penalty: 3081.590576
	Iteration 16Q: 3 clusters Score -1216384 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1216455.625000 Penalty: 3081.590576
	Iteration 17Q: 3 clusters Score -1216456 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1216529.500000 Penalty: 3081.590576
	Iteration 18Q: 3 clusters Score -1216530 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1216586.500000 Penalty: 3081.590576
	Iteration 19Q: 3 clusters Score -1216586 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1216636.750000 Penalty: 3081.590576
	Iteration 20F: 3 clusters Score -1216637 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1216685.500000 Penalty: 3081.590576
	Iteration 21Q: 3 clusters Score -1216686 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1216716.000000 Penalty: 3081.590576
	Iteration 22Q: 3 clusters Score -1216716 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1216743.875000 Penalty: 3081.590576
	Iteration 23Q: 3 clusters Score -1216744 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1216769.250000 Penalty: 3081.590576
	Iteration 24Q: 3 clusters Score -1216769 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1216792.625000 Penalty: 3081.590576
	Iteration 25Q: 3 clusters Score -1216793 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1216812.875000 Penalty: 3081.590576
	Iteration 26Q: 3 clusters Score -1216813 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1216831.625000 Penalty: 3081.590576
	Iteration 27Q: 3 clusters Score -1216832 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1216847.250000 Penalty: 3081.590576
	Iteration 28Q: 3 clusters Score -1216847 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1216863.625000 Penalty: 3081.590576
	Iteration 29Q: 3 clusters Score -1216864 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1216876.750000 Penalty: 3081.590576
	Iteration 30Q: 3 clusters Score -1216877 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1216894.250000 Penalty: 3081.590576
	Iteration 31Q: 3 clusters Score -1216894 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1216907.375000 Penalty: 3081.590576
	Iteration 32Q: 3 clusters Score -1216907 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1216918.125000 Penalty: 3081.590576
	Iteration 33Q: 3 clusters Score -1216918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1216926.250000 Penalty: 3081.590576
	Iteration 34Q: 3 clusters Score -1216926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1216936.500000 Penalty: 3081.590576
	Iteration 35Q: 3 clusters Score -1216936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1216950.750000 Penalty: 3081.590576
	Iteration 36Q: 3 clusters Score -1216951 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1216965.875000 Penalty: 3081.590576
	Iteration 37Q: 3 clusters Score -1216966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1216979.000000 Penalty: 3081.590576
	Iteration 38Q: 3 clusters Score -1216979 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1216988.625000 Penalty: 3081.590576
	Iteration 39Q: 3 clusters Score -1216989 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1216997.875000 Penalty: 3081.590576
	Iteration 40F: 3 clusters Score -1216998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1217006.375000 Penalty: 3081.590576
	Iteration 41Q: 3 clusters Score -1217006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1217008.625000 Penalty: 3081.590576
	Iteration 42Q: 3 clusters Score -1217009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1217014.000000 Penalty: 3081.590576
	Iteration 43Q: 3 clusters Score -1217014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1217015.375000 Penalty: 3081.590576
	Iteration 44Q: 3 clusters Score -1217015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1217020.250000 Penalty: 3081.590576
	Iteration 45Q: 3 clusters Score -1217020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1217023.750000 Penalty: 3081.590576
	Iteration 46Q: 3 clusters Score -1217024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1217029.750000 Penalty: 3081.590576
	Iteration 47Q: 3 clusters Score -1217030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1217037.375000 Penalty: 3081.590576
	Iteration 48Q: 3 clusters Score -1217037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1217042.375000 Penalty: 3081.590576
	Iteration 49Q: 3 clusters Score -1217042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1217044.625000 Penalty: 3081.590576
	Iteration 50Q: 3 clusters Score -1217045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1217045.750000 Penalty: 3081.590576
	Iteration 51Q: 3 clusters Score -1217046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1217047.500000 Penalty: 3081.590576
	Iteration 52Q: 3 clusters Score -1217048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1217051.125000 Penalty: 3081.590576
	Iteration 53Q: 3 clusters Score -1217051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1217057.375000 Penalty: 3081.590576
	Iteration 54Q: 3 clusters Score -1217057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1217056.125000 Penalty: 3081.590576
	Iteration 55Q: 3 clusters Score -1217056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1217056.875000 Penalty: 3081.590576
	Iteration 56Q: 3 clusters Score -1217057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1217058.250000 Penalty: 3081.590576
	Iteration 57Q: 3 clusters Score -1217058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1217057.625000 Penalty: 3081.590576
	Iteration 58Q: 3 clusters Score -1217058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1217057.625000 Penalty: 3081.590576
	Iteration 59F: 3 clusters Score -1217058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Entering Unmasked Estep 
Score: -115896.820312 Penalty: 1167.132202
	Iteration 0F: 2 clusters Score -115896.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -114234.695312 Penalty: 2334.264404
	Iteration 0F: 3 clusters Score -114234.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -114544.171875 Penalty: 2334.264404
	Iteration 1F: 3 clusters Score -114544.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -114628.265625 Penalty: 2334.264404
	Iteration 2F: 3 clusters Score -114628.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -114681.476562 Penalty: 2334.264404
	Iteration 3Q: 3 clusters Score -114681.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -114713.937500 Penalty: 2334.264404
	Iteration 4Q: 3 clusters Score -114713.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -114732.578125 Penalty: 2334.264404
	Iteration 5Q: 3 clusters Score -114732.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -114749.929688 Penalty: 2334.264404
	Iteration 6Q: 3 clusters Score -114749.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -114771.843750 Penalty: 2334.264404
	Iteration 7Q: 3 clusters Score -114771.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -114790.843750 Penalty: 2334.264404
	Iteration 8Q: 3 clusters Score -114790.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -114804.117188 Penalty: 2334.264404
	Iteration 9Q: 3 clusters Score -114804.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -114819.531250 Penalty: 2334.264404
	Iteration 10Q: 3 clusters Score -114819.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -114843.750000 Penalty: 2334.264404
	Iteration 11Q: 3 clusters Score -114843.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -114872.625000 Penalty: 2334.264404
	Iteration 12Q: 3 clusters Score -114872.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -114893.476562 Penalty: 2334.264404
	Iteration 13Q: 3 clusters Score -114893.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -114906.742188 Penalty: 2334.264404
	Iteration 14Q: 3 clusters Score -114906.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -114918.296875 Penalty: 2334.264404
	Iteration 15Q: 3 clusters Score -114918.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -114923.320312 Penalty: 2334.264404
	Iteration 16Q: 3 clusters Score -114923.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -114924.289062 Penalty: 2334.264404
	Iteration 17Q: 3 clusters Score -114924.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -114924.804688 Penalty: 2334.264404
	Iteration 18Q: 3 clusters Score -114924.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -114925.515625 Penalty: 2334.264404
	Iteration 19Q: 3 clusters Score -114925.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -114925.515625 Penalty: 2334.264404
	Iteration 20F: 3 clusters Score -114925.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Entering Unmasked Estep 
Score: -131078.609375 Penalty: 1189.262695
	Iteration 0F: 2 clusters Score -131078.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -129292.312500 Penalty: 2378.525391
	Iteration 0F: 3 clusters Score -129292.3 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -129617.726562 Penalty: 2378.525391
	Iteration 1F: 3 clusters Score -129617.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -129699.085938 Penalty: 2378.525391
	Iteration 2F: 3 clusters Score -129699.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -129758.203125 Penalty: 2378.525391
	Iteration 3Q: 3 clusters Score -129758.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -129826.820312 Penalty: 2378.525391
	Iteration 4Q: 3 clusters Score -129826.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -129875.492188 Penalty: 2378.525391
	Iteration 5Q: 3 clusters Score -129875.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -129916.328125 Penalty: 2378.525391
	Iteration 6Q: 3 clusters Score -129916.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -129949.117188 Penalty: 2378.525391
	Iteration 7Q: 3 clusters Score -129949.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -129985.726562 Penalty: 2378.525391
	Iteration 8Q: 3 clusters Score -129985.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -130009.351562 Penalty: 2378.525391
	Iteration 9Q: 3 clusters Score -130009.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -130042.734375 Penalty: 2378.525391
	Iteration 10Q: 3 clusters Score -130042.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -130071.851562 Penalty: 2378.525391
	Iteration 11Q: 3 clusters Score -130071.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -130092.570312 Penalty: 2378.525391
	Iteration 12Q: 3 clusters Score -130092.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -130120.492188 Penalty: 2378.525391
	Iteration 13Q: 3 clusters Score -130120.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -130136.484375 Penalty: 2378.525391
	Iteration 14Q: 3 clusters Score -130136.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -130151.679688 Penalty: 2378.525391
	Iteration 15Q: 3 clusters Score -130151.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -130168.609375 Penalty: 2378.525391
	Iteration 16Q: 3 clusters Score -130168.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -130185.390625 Penalty: 2378.525391
	Iteration 17Q: 3 clusters Score -130185.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -130200.460938 Penalty: 2378.525391
	Iteration 18Q: 3 clusters Score -130200.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -130216.156250 Penalty: 2378.525391
	Iteration 19Q: 3 clusters Score -130216.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -130224.507812 Penalty: 2378.525391
	Iteration 20F: 3 clusters Score -130224.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -130235.398438 Penalty: 2378.525391
	Iteration 21Q: 3 clusters Score -130235.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -130245.937500 Penalty: 2378.525391
	Iteration 22Q: 3 clusters Score -130245.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -130252.328125 Penalty: 2378.525391
	Iteration 23Q: 3 clusters Score -130252.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -130258.328125 Penalty: 2378.525391
	Iteration 24Q: 3 clusters Score -130258.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -130261.851562 Penalty: 2378.525391
	Iteration 25Q: 3 clusters Score -130261.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -130264.367188 Penalty: 2378.525391
	Iteration 26Q: 3 clusters Score -130264.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -130268.093750 Penalty: 2378.525391
	Iteration 27Q: 3 clusters Score -130268.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -130272.562500 Penalty: 2378.525391
	Iteration 28Q: 3 clusters Score -130272.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -130273.804688 Penalty: 2378.525391
	Iteration 29Q: 3 clusters Score -130273.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -130273.804688 Penalty: 2378.525391
	Iteration 30F: 3 clusters Score -130273.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Entering Unmasked Estep 
Score: -376189.312500 Penalty: 1354.663452
	Iteration 0F: 2 clusters Score -376189.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -372728.000000 Penalty: 2709.326904
	Iteration 0F: 3 clusters Score -372728 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -373615.531250 Penalty: 2709.326904
	Iteration 1F: 3 clusters Score -373615.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -373767.968750 Penalty: 2709.326904
	Iteration 2F: 3 clusters Score -373768 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -373867.468750 Penalty: 2709.326904
	Iteration 3Q: 3 clusters Score -373867.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -373935.250000 Penalty: 2709.326904
	Iteration 4Q: 3 clusters Score -373935.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -374002.437500 Penalty: 2709.326904
	Iteration 5Q: 3 clusters Score -374002.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -374060.718750 Penalty: 2709.326904
	Iteration 6Q: 3 clusters Score -374060.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -374112.312500 Penalty: 2709.326904
	Iteration 7Q: 3 clusters Score -374112.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -374163.906250 Penalty: 2709.326904
	Iteration 8Q: 3 clusters Score -374163.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -374205.687500 Penalty: 2709.326904
	Iteration 9Q: 3 clusters Score -374205.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -374251.937500 Penalty: 2709.326904
	Iteration 10Q: 3 clusters Score -374251.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -374296.875000 Penalty: 2709.326904
	Iteration 11Q: 3 clusters Score -374296.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -374340.468750 Penalty: 2709.326904
	Iteration 12Q: 3 clusters Score -374340.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -374375.843750 Penalty: 2709.326904
	Iteration 13Q: 3 clusters Score -374375.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -374415.218750 Penalty: 2709.326904
	Iteration 14Q: 3 clusters Score -374415.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -374445.656250 Penalty: 2709.326904
	Iteration 15Q: 3 clusters Score -374445.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -374481.281250 Penalty: 2709.326904
	Iteration 16Q: 3 clusters Score -374481.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -374526.593750 Penalty: 2709.326904
	Iteration 17Q: 3 clusters Score -374526.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -374582.781250 Penalty: 2709.326904
	Iteration 18Q: 3 clusters Score -374582.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -374654.812500 Penalty: 2709.326904
	Iteration 19Q: 3 clusters Score -374654.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -374750.500000 Penalty: 2709.326904
	Iteration 20F: 3 clusters Score -374750.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -374843.000000 Penalty: 2709.326904
	Iteration 21Q: 3 clusters Score -374843 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -374905.468750 Penalty: 2709.326904
	Iteration 22Q: 3 clusters Score -374905.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -374950.625000 Penalty: 2709.326904
	Iteration 23Q: 3 clusters Score -374950.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -374984.937500 Penalty: 2709.326904
	Iteration 24Q: 3 clusters Score -374984.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -375011.250000 Penalty: 2709.326904
	Iteration 25Q: 3 clusters Score -375011.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -375033.968750 Penalty: 2709.326904
	Iteration 26Q: 3 clusters Score -375034 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -375046.812500 Penalty: 2709.326904
	Iteration 27Q: 3 clusters Score -375046.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -375057.218750 Penalty: 2709.326904
	Iteration 28Q: 3 clusters Score -375057.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -375064.312500 Penalty: 2709.326904
	Iteration 29Q: 3 clusters Score -375064.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -375069.093750 Penalty: 2709.326904
	Iteration 30Q: 3 clusters Score -375069.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -375072.500000 Penalty: 2709.326904
	Iteration 31Q: 3 clusters Score -375072.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -375075.812500 Penalty: 2709.326904
	Iteration 32Q: 3 clusters Score -375075.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -375078.250000 Penalty: 2709.326904
	Iteration 33Q: 3 clusters Score -375078.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -375078.781250 Penalty: 2709.326904
	Iteration 34Q: 3 clusters Score -375078.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -375080.218750 Penalty: 2709.326904
	Iteration 35Q: 3 clusters Score -375080.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -375081.468750 Penalty: 2709.326904
	Iteration 36Q: 3 clusters Score -375081.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -375083.125000 Penalty: 2709.326904
	Iteration 37Q: 3 clusters Score -375083.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -375083.625000 Penalty: 2709.326904
	Iteration 38Q: 3 clusters Score -375083.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -375085.031250 Penalty: 2709.326904
	Iteration 39Q: 3 clusters Score -375085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -375087.406250 Penalty: 2709.326904
	Iteration 40F: 3 clusters Score -375087.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -375087.625000 Penalty: 2709.326904
	Iteration 41Q: 3 clusters Score -375087.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -375088.625000 Penalty: 2709.326904
	Iteration 42Q: 3 clusters Score -375088.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -375090.531250 Penalty: 2709.326904
	Iteration 43Q: 3 clusters Score -375090.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -375092.500000 Penalty: 2709.326904
	Iteration 44Q: 3 clusters Score -375092.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -375093.375000 Penalty: 2709.326904
	Iteration 45Q: 3 clusters Score -375093.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -375095.000000 Penalty: 2709.326904
	Iteration 46Q: 3 clusters Score -375095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -375098.093750 Penalty: 2709.326904
	Iteration 47Q: 3 clusters Score -375098.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -375101.343750 Penalty: 2709.326904
	Iteration 48Q: 3 clusters Score -375101.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -375104.406250 Penalty: 2709.326904
	Iteration 49Q: 3 clusters Score -375104.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -375110.593750 Penalty: 2709.326904
	Iteration 50Q: 3 clusters Score -375110.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -375116.687500 Penalty: 2709.326904
	Iteration 51Q: 3 clusters Score -375116.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -375124.781250 Penalty: 2709.326904
	Iteration 52Q: 3 clusters Score -375124.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -375134.437500 Penalty: 2709.326904
	Iteration 53Q: 3 clusters Score -375134.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -375144.781250 Penalty: 2709.326904
	Iteration 54Q: 3 clusters Score -375144.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -375154.843750 Penalty: 2709.326904
	Iteration 55Q: 3 clusters Score -375154.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -375158.500000 Penalty: 2709.326904
	Iteration 56Q: 3 clusters Score -375158.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -375161.750000 Penalty: 2709.326904
	Iteration 57Q: 3 clusters Score -375161.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -375166.281250 Penalty: 2709.326904
	Iteration 58Q: 3 clusters Score -375166.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -375172.156250 Penalty: 2709.326904
	Iteration 59Q: 3 clusters Score -375172.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -375177.343750 Penalty: 2709.326904
	Iteration 60F: 3 clusters Score -375177.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -375181.406250 Penalty: 2709.326904
	Iteration 61Q: 3 clusters Score -375181.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -375187.281250 Penalty: 2709.326904
	Iteration 62Q: 3 clusters Score -375187.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -375192.281250 Penalty: 2709.326904
	Iteration 63Q: 3 clusters Score -375192.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -375198.500000 Penalty: 2709.326904
	Iteration 64Q: 3 clusters Score -375198.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -375210.375000 Penalty: 2709.326904
	Iteration 65Q: 3 clusters Score -375210.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -375217.718750 Penalty: 2709.326904
	Iteration 66Q: 3 clusters Score -375217.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -375225.281250 Penalty: 2709.326904
	Iteration 67Q: 3 clusters Score -375225.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -375233.781250 Penalty: 2709.326904
	Iteration 68Q: 3 clusters Score -375233.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -375243.468750 Penalty: 2709.326904
	Iteration 69Q: 3 clusters Score -375243.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -375254.250000 Penalty: 2709.326904
	Iteration 70Q: 3 clusters Score -375254.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -375264.843750 Penalty: 2709.326904
	Iteration 71Q: 3 clusters Score -375264.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -375275.281250 Penalty: 2709.326904
	Iteration 72Q: 3 clusters Score -375275.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -375282.125000 Penalty: 2709.326904
	Iteration 73Q: 3 clusters Score -375282.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -375288.250000 Penalty: 2709.326904
	Iteration 74Q: 3 clusters Score -375288.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -375291.437500 Penalty: 2709.326904
	Iteration 75Q: 3 clusters Score -375291.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -375295.468750 Penalty: 2709.326904
	Iteration 76Q: 3 clusters Score -375295.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -375298.531250 Penalty: 2709.326904
	Iteration 77Q: 3 clusters Score -375298.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -375301.156250 Penalty: 2709.326904
	Iteration 78Q: 3 clusters Score -375301.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -375304.843750 Penalty: 2709.326904
	Iteration 79Q: 3 clusters Score -375304.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -375311.093750 Penalty: 2709.326904
	Iteration 80F: 3 clusters Score -375311.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -375315.375000 Penalty: 2709.326904
	Iteration 81Q: 3 clusters Score -375315.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -375323.593750 Penalty: 2709.326904
	Iteration 82Q: 3 clusters Score -375323.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -375334.812500 Penalty: 2709.326904
	Iteration 83Q: 3 clusters Score -375334.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -375344.468750 Penalty: 2709.326904
	Iteration 84Q: 3 clusters Score -375344.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -375356.312500 Penalty: 2709.326904
	Iteration 85Q: 3 clusters Score -375356.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -375366.437500 Penalty: 2709.326904
	Iteration 86Q: 3 clusters Score -375366.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -375377.562500 Penalty: 2709.326904
	Iteration 87Q: 3 clusters Score -375377.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -375388.687500 Penalty: 2709.326904
	Iteration 88Q: 3 clusters Score -375388.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -375400.000000 Penalty: 2709.326904
	Iteration 89Q: 3 clusters Score -375400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -375415.375000 Penalty: 2709.326904
	Iteration 90Q: 3 clusters Score -375415.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -375433.656250 Penalty: 2709.326904
	Iteration 91Q: 3 clusters Score -375433.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -375447.468750 Penalty: 2709.326904
	Iteration 92Q: 3 clusters Score -375447.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -375459.375000 Penalty: 2709.326904
	Iteration 93Q: 3 clusters Score -375459.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -375466.906250 Penalty: 2709.326904
	Iteration 94Q: 3 clusters Score -375466.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -375470.437500 Penalty: 2709.326904
	Iteration 95Q: 3 clusters Score -375470.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -375472.218750 Penalty: 2709.326904
	Iteration 96Q: 3 clusters Score -375472.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -375472.812500 Penalty: 2709.326904
	Iteration 97Q: 3 clusters Score -375472.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -375473.906250 Penalty: 2709.326904
	Iteration 98Q: 3 clusters Score -375473.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -375474.781250 Penalty: 2709.326904
	Iteration 99Q: 3 clusters Score -375474.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -375475.937500 Penalty: 2709.326904
	Iteration 100F: 3 clusters Score -375475.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -375476.656250 Penalty: 2709.326904
	Iteration 101Q: 3 clusters Score -375476.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -375476.718750 Penalty: 2709.326904
	Iteration 102Q: 3 clusters Score -375476.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -375477.218750 Penalty: 2709.326904
	Iteration 103Q: 3 clusters Score -375477.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -375477.937500 Penalty: 2709.326904
	Iteration 104Q: 3 clusters Score -375477.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -375479.250000 Penalty: 2709.326904
	Iteration 105Q: 3 clusters Score -375479.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -375479.250000 Penalty: 2709.326904
	Iteration 106F: 3 clusters Score -375479.2 nChanged 0
--- Evaluating fit on full set of 2874988 points ---
Entering Unmasked Estep 
Score: -254833632.000000 Penalty: 101498.390625
20->43 Clusters: Score -254833632.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 958329 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47978 members 
Mstep: Class 2 contains 47611 members 
Mstep: Class 3 contains 47960 members 
Mstep: Class 4 contains 47812 members 
Mstep: Class 5 contains 48108 members 
Mstep: Class 6 contains 47691 members 
Mstep: Class 7 contains 48236 members 
Mstep: Class 8 contains 48043 members 
Mstep: Class 9 contains 47769 members 
Mstep: Class 10 contains 47612 members 
Mstep: Class 11 contains 48049 members 
Mstep: Class 12 contains 48131 members 
Mstep: Class 13 contains 48055 members 
Mstep: Class 14 contains 48312 members 
Mstep: Class 15 contains 47922 members 
Mstep: Class 16 contains 47665 members 
Mstep: Class 17 contains 48042 members 
Mstep: Class 18 contains 47786 members 
Mstep: Class 19 contains 47999 members 
Mstep: Class 20 contains 47548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 642.820862 but Gain 2238.101562
Score: -78730280.000000 Penalty: 42523.972656
Iteration 0F: 20 clusters Score -7.873028e+07 nChanged 905279
Entering Unmasked Mstep 
Mstep: Class 0 contains 633 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 44705 members 
Mstep: Class 3 contains 40850 members 
Mstep: Class 4 contains 92896 members 
Mstep: Class 5 contains 66138 members 
Mstep: Class 6 contains 34294 members 
Mstep: Class 7 contains 80986 members 
Mstep: Class 8 contains 24940 members 
Mstep: Class 10 contains 39487 members 
Mstep: Class 11 contains 30048 members 
Mstep: Class 12 contains 54385 members 
Mstep: Class 13 contains 37447 members 
Mstep: Class 14 contains 29622 members 
Mstep: Class 15 contains 46092 members 
Mstep: Class 16 contains 31727 members 
Mstep: Class 17 contains 35075 members 
Mstep: Class 18 contains 48282 members 
Mstep: Class 19 contains 124535 members 
Mstep: Class 20 contains 41617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81636584.000000 Penalty: 42523.972656
Iteration 1F: 20 clusters Score -8.163658e+07 nChanged 393637
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 53444 members 
Mstep: Class 2 contains 46111 members 
Mstep: Class 3 contains 45038 members 
Mstep: Class 4 contains 190652 members 
Mstep: Class 5 contains 92088 members 
Mstep: Class 6 contains 28050 members 
Mstep: Class 7 contains 71558 members 
Mstep: Class 8 contains 16581 members 
Mstep: Class 10 contains 35658 members 
Mstep: Class 11 contains 20002 members 
Mstep: Class 12 contains 53745 members 
Mstep: Class 13 contains 20541 members 
Mstep: Class 14 contains 26767 members 
Mstep: Class 15 contains 27904 members 
Mstep: Class 16 contains 21145 members 
Mstep: Class 17 contains 31261 members 
Mstep: Class 18 contains 54400 members 
Mstep: Class 19 contains 95161 members 
Mstep: Class 20 contains 28128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -82735960.000000 Penalty: 42523.972656
Iteration 2F: 20 clusters Score -8.273596e+07 nChanged 289727
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 51333 members 
Mstep: Class 3 contains 56932 members 
Mstep: Class 4 contains 250934 members 
Mstep: Class 5 contains 122006 members 
Mstep: Class 6 contains 27218 members 
Mstep: Class 7 contains 41422 members 
Mstep: Class 8 contains 15397 members 
Mstep: Class 10 contains 26992 members 
Mstep: Class 11 contains 17478 members 
Mstep: Class 12 contains 61700 members 
Mstep: Class 13 contains 10287 members 
Mstep: Class 14 contains 23639 members 
Mstep: Class 15 contains 17556 members 
Mstep: Class 16 contains 12910 members 
Mstep: Class 17 contains 33367 members 
Mstep: Class 18 contains 62549 members 
Mstep: Class 19 contains 70242 members 
Mstep: Class 20 contains 14419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83281056.000000 Penalty: 42523.972656
Iteration 3F: 20 clusters Score -8.328106e+07 nChanged 201090
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 55168 members 
Mstep: Class 3 contains 64632 members 
Mstep: Class 4 contains 269367 members 
Mstep: Class 5 contains 138800 members 
Mstep: Class 6 contains 28406 members 
Mstep: Class 7 contains 30396 members 
Mstep: Class 8 contains 17200 members 
Mstep: Class 10 contains 17086 members 
Mstep: Class 11 contains 16342 members 
Mstep: Class 12 contains 75789 members 
Mstep: Class 13 contains 7997 members 
Mstep: Class 14 contains 18666 members 
Mstep: Class 15 contains 14188 members 
Mstep: Class 16 contains 6369 members 
Mstep: Class 17 contains 31817 members 
Mstep: Class 18 contains 75478 members 
Mstep: Class 19 contains 54416 members 
Mstep: Class 20 contains 9025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83584576.000000 Penalty: 42523.972656
Iteration 4F: 20 clusters Score -8.358458e+07 nChanged 143675
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 52335 members 
Mstep: Class 3 contains 65929 members 
Mstep: Class 4 contains 270101 members 
Mstep: Class 5 contains 146973 members 
Mstep: Class 6 contains 29544 members 
Mstep: Class 7 contains 31727 members 
Mstep: Class 8 contains 17577 members 
Mstep: Class 10 contains 10208 members 
Mstep: Class 11 contains 17081 members 
Mstep: Class 12 contains 96036 members 
Mstep: Class 13 contains 7576 members 
Mstep: Class 14 contains 13357 members 
Mstep: Class 15 contains 13976 members 
Mstep: Class 16 contains 3359 members 
Mstep: Class 17 contains 29356 members 
Mstep: Class 18 contains 85356 members 
Mstep: Class 19 contains 46343 members 
Mstep: Class 20 contains 5335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83775136.000000 Penalty: 42523.972656
Iteration 5F: 20 clusters Score -8.377514e+07 nChanged 107439
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 48135 members 
Mstep: Class 3 contains 62705 members 
Mstep: Class 4 contains 264993 members 
Mstep: Class 5 contains 154459 members 
Mstep: Class 6 contains 29476 members 
Mstep: Class 7 contains 31442 members 
Mstep: Class 8 contains 17042 members 
Mstep: Class 10 contains 6438 members 
Mstep: Class 11 contains 18713 members 
Mstep: Class 12 contains 118571 members 
Mstep: Class 13 contains 7243 members 
Mstep: Class 14 contains 9039 members 
Mstep: Class 15 contains 15522 members 
Mstep: Class 16 contains 2343 members 
Mstep: Class 17 contains 27973 members 
Mstep: Class 18 contains 90537 members 
Mstep: Class 19 contains 41233 members 
Mstep: Class 20 contains 3261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83921664.000000 Penalty: 42523.972656
Iteration 6F: 20 clusters Score -8.392166e+07 nChanged 79883
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 47878 members 
Mstep: Class 3 contains 57745 members 
Mstep: Class 4 contains 259368 members 
Mstep: Class 5 contains 161452 members 
Mstep: Class 6 contains 28395 members 
Mstep: Class 7 contains 27991 members 
Mstep: Class 8 contains 16158 members 
Mstep: Class 10 contains 4780 members 
Mstep: Class 11 contains 19070 members 
Mstep: Class 12 contains 137205 members 
Mstep: Class 13 contains 6759 members 
Mstep: Class 14 contains 6226 members 
Mstep: Class 15 contains 17398 members 
Mstep: Class 16 contains 2336 members 
Mstep: Class 17 contains 27921 members 
Mstep: Class 18 contains 92853 members 
Mstep: Class 19 contains 36967 members 
Mstep: Class 20 contains 2569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84017736.000000 Penalty: 42523.972656
Iteration 7F: 20 clusters Score -8.401774e+07 nChanged 58456
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 49376 members 
Mstep: Class 3 contains 53314 members 
Mstep: Class 4 contains 256585 members 
Mstep: Class 5 contains 164975 members 
Mstep: Class 6 contains 26581 members 
Mstep: Class 7 contains 23206 members 
Mstep: Class 8 contains 15219 members 
Mstep: Class 10 contains 4299 members 
Mstep: Class 11 contains 19453 members 
Mstep: Class 12 contains 150742 members 
Mstep: Class 13 contains 6345 members 
Mstep: Class 14 contains 4824 members 
Mstep: Class 15 contains 19136 members 
Mstep: Class 16 contains 2851 members 
Mstep: Class 17 contains 29016 members 
Mstep: Class 18 contains 93537 members 
Mstep: Class 19 contains 33091 members 
Mstep: Class 20 contains 2487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84072448.000000 Penalty: 42523.972656
Iteration 8F: 20 clusters Score -8.407245e+07 nChanged 42911
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 50178 members 
Mstep: Class 3 contains 49726 members 
Mstep: Class 4 contains 256322 members 
Mstep: Class 5 contains 164592 members 
Mstep: Class 6 contains 24882 members 
Mstep: Class 7 contains 18360 members 
Mstep: Class 8 contains 14364 members 
Mstep: Class 10 contains 4523 members 
Mstep: Class 11 contains 19969 members 
Mstep: Class 12 contains 160592 members 
Mstep: Class 13 contains 6136 members 
Mstep: Class 14 contains 4245 members 
Mstep: Class 15 contains 20588 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 31428 members 
Mstep: Class 18 contains 93259 members 
Mstep: Class 19 contains 30318 members 
Mstep: Class 20 contains 2633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84110440.000000 Penalty: 42523.972656
Iteration 9Q: 20 clusters Score -8.411044e+07 nChanged 33643
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 50891 members 
Mstep: Class 3 contains 46748 members 
Mstep: Class 4 contains 256999 members 
Mstep: Class 5 contains 161851 members 
Mstep: Class 6 contains 23479 members 
Mstep: Class 7 contains 13845 members 
Mstep: Class 8 contains 13698 members 
Mstep: Class 10 contains 5202 members 
Mstep: Class 11 contains 19785 members 
Mstep: Class 12 contains 167890 members 
Mstep: Class 13 contains 6028 members 
Mstep: Class 14 contains 4060 members 
Mstep: Class 15 contains 21853 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 35060 members 
Mstep: Class 18 contains 92503 members 
Mstep: Class 19 contains 28469 members 
Mstep: Class 20 contains 2856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140856.000000 Penalty: 42523.972656
Iteration 10Q: 20 clusters Score -8.414086e+07 nChanged 28294
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 51504 members 
Mstep: Class 3 contains 44774 members 
Mstep: Class 4 contains 257584 members 
Mstep: Class 5 contains 157912 members 
Mstep: Class 6 contains 22314 members 
Mstep: Class 7 contains 10052 members 
Mstep: Class 8 contains 13123 members 
Mstep: Class 10 contains 6151 members 
Mstep: Class 11 contains 19371 members 
Mstep: Class 12 contains 173010 members 
Mstep: Class 13 contains 6046 members 
Mstep: Class 14 contains 4112 members 
Mstep: Class 15 contains 22853 members 
Mstep: Class 16 contains 6164 members 
Mstep: Class 17 contains 39579 members 
Mstep: Class 18 contains 91292 members 
Mstep: Class 19 contains 27021 members 
Mstep: Class 20 contains 3104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84162464.000000 Penalty: 42523.972656
Iteration 11Q: 20 clusters Score -8.416246e+07 nChanged 23683
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 52017 members 
Mstep: Class 3 contains 43617 members 
Mstep: Class 4 contains 257327 members 
Mstep: Class 5 contains 154113 members 
Mstep: Class 6 contains 21281 members 
Mstep: Class 7 contains 7490 members 
Mstep: Class 8 contains 12605 members 
Mstep: Class 10 contains 7266 members 
Mstep: Class 11 contains 18938 members 
Mstep: Class 12 contains 176020 members 
Mstep: Class 13 contains 6076 members 
Mstep: Class 14 contains 4422 members 
Mstep: Class 15 contains 23511 members 
Mstep: Class 16 contains 7517 members 
Mstep: Class 17 contains 44328 members 
Mstep: Class 18 contains 89929 members 
Mstep: Class 19 contains 26087 members 
Mstep: Class 20 contains 3288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84177352.000000 Penalty: 42523.972656
Iteration 12Q: 20 clusters Score -8.417735e+07 nChanged 19196
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 52451 members 
Mstep: Class 3 contains 43048 members 
Mstep: Class 4 contains 255900 members 
Mstep: Class 5 contains 150981 members 
Mstep: Class 6 contains 20414 members 
Mstep: Class 7 contains 6144 members 
Mstep: Class 8 contains 12171 members 
Mstep: Class 10 contains 8366 members 
Mstep: Class 11 contains 18566 members 
Mstep: Class 12 contains 177480 members 
Mstep: Class 13 contains 6140 members 
Mstep: Class 14 contains 4876 members 
Mstep: Class 15 contains 23946 members 
Mstep: Class 16 contains 8722 members 
Mstep: Class 17 contains 48905 members 
Mstep: Class 18 contains 88570 members 
Mstep: Class 19 contains 25507 members 
Mstep: Class 20 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84187336.000000 Penalty: 42523.972656
Iteration 13Q: 20 clusters Score -8.418734e+07 nChanged 15539
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 52843 members 
Mstep: Class 3 contains 42752 members 
Mstep: Class 4 contains 253699 members 
Mstep: Class 5 contains 148398 members 
Mstep: Class 6 contains 19777 members 
Mstep: Class 7 contains 5872 members 
Mstep: Class 8 contains 11888 members 
Mstep: Class 10 contains 9314 members 
Mstep: Class 11 contains 18216 members 
Mstep: Class 12 contains 178038 members 
Mstep: Class 13 contains 6116 members 
Mstep: Class 14 contains 5385 members 
Mstep: Class 15 contains 24135 members 
Mstep: Class 16 contains 9786 members 
Mstep: Class 17 contains 53173 members 
Mstep: Class 18 contains 87309 members 
Mstep: Class 19 contains 25156 members 
Mstep: Class 20 contains 3571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84195136.000000 Penalty: 42523.972656
Iteration 14Q: 20 clusters Score -8.419514e+07 nChanged 13211
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 53176 members 
Mstep: Class 3 contains 42583 members 
Mstep: Class 4 contains 251020 members 
Mstep: Class 5 contains 146251 members 
Mstep: Class 6 contains 19335 members 
Mstep: Class 7 contains 6352 members 
Mstep: Class 8 contains 11685 members 
Mstep: Class 10 contains 10173 members 
Mstep: Class 11 contains 17905 members 
Mstep: Class 12 contains 178252 members 
Mstep: Class 13 contains 6100 members 
Mstep: Class 14 contains 5888 members 
Mstep: Class 15 contains 24213 members 
Mstep: Class 16 contains 10645 members 
Mstep: Class 17 contains 56804 members 
Mstep: Class 18 contains 86120 members 
Mstep: Class 19 contains 24990 members 
Mstep: Class 20 contains 3684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84200688.000000 Penalty: 42523.972656
Iteration 15Q: 20 clusters Score -8.420069e+07 nChanged 11796
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 53482 members 
Mstep: Class 3 contains 42461 members 
Mstep: Class 4 contains 248037 members 
Mstep: Class 5 contains 144482 members 
Mstep: Class 6 contains 19045 members 
Mstep: Class 7 contains 7034 members 
Mstep: Class 8 contains 11553 members 
Mstep: Class 10 contains 10965 members 
Mstep: Class 11 contains 17629 members 
Mstep: Class 12 contains 178560 members 
Mstep: Class 13 contains 6041 members 
Mstep: Class 14 contains 6408 members 
Mstep: Class 15 contains 24226 members 
Mstep: Class 16 contains 11356 members 
Mstep: Class 17 contains 60026 members 
Mstep: Class 18 contains 84867 members 
Mstep: Class 19 contains 24897 members 
Mstep: Class 20 contains 3819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84205136.000000 Penalty: 42523.972656
Iteration 16Q: 20 clusters Score -8.420514e+07 nChanged 10626
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 53774 members 
Mstep: Class 3 contains 42400 members 
Mstep: Class 4 contains 244981 members 
Mstep: Class 5 contains 143095 members 
Mstep: Class 6 contains 18878 members 
Mstep: Class 7 contains 7656 members 
Mstep: Class 8 contains 11477 members 
Mstep: Class 10 contains 11682 members 
Mstep: Class 11 contains 17363 members 
Mstep: Class 12 contains 178987 members 
Mstep: Class 13 contains 5972 members 
Mstep: Class 14 contains 6938 members 
Mstep: Class 15 contains 24208 members 
Mstep: Class 16 contains 11922 members 
Mstep: Class 17 contains 62788 members 
Mstep: Class 18 contains 83580 members 
Mstep: Class 19 contains 24886 members 
Mstep: Class 20 contains 3951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84209048.000000 Penalty: 42523.972656
Iteration 17Q: 20 clusters Score -8.420905e+07 nChanged 9860
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 54037 members 
Mstep: Class 3 contains 42374 members 
Mstep: Class 4 contains 242034 members 
Mstep: Class 5 contains 142035 members 
Mstep: Class 6 contains 18839 members 
Mstep: Class 7 contains 8202 members 
Mstep: Class 8 contains 11443 members 
Mstep: Class 10 contains 12332 members 
Mstep: Class 11 contains 17126 members 
Mstep: Class 12 contains 179590 members 
Mstep: Class 13 contains 5916 members 
Mstep: Class 14 contains 7442 members 
Mstep: Class 15 contains 24130 members 
Mstep: Class 16 contains 12366 members 
Mstep: Class 17 contains 65082 members 
Mstep: Class 18 contains 82147 members 
Mstep: Class 19 contains 24960 members 
Mstep: Class 20 contains 4063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84212808.000000 Penalty: 42523.972656
Iteration 18Q: 20 clusters Score -8.421281e+07 nChanged 9229
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 54264 members 
Mstep: Class 3 contains 42373 members 
Mstep: Class 4 contains 239288 members 
Mstep: Class 5 contains 141253 members 
Mstep: Class 6 contains 18842 members 
Mstep: Class 7 contains 8658 members 
Mstep: Class 8 contains 11436 members 
Mstep: Class 10 contains 12912 members 
Mstep: Class 11 contains 16916 members 
Mstep: Class 12 contains 180410 members 
Mstep: Class 13 contains 5935 members 
Mstep: Class 14 contains 7867 members 
Mstep: Class 15 contains 23992 members 
Mstep: Class 16 contains 12744 members 
Mstep: Class 17 contains 66923 members 
Mstep: Class 18 contains 80546 members 
Mstep: Class 19 contains 25102 members 
Mstep: Class 20 contains 4152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84215720.000000 Penalty: 42523.972656
Iteration 19Q: 20 clusters Score -8.421572e+07 nChanged 8768
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 54429 members 
Mstep: Class 3 contains 42370 members 
Mstep: Class 4 contains 236774 members 
Mstep: Class 5 contains 140634 members 
Mstep: Class 6 contains 18931 members 
Mstep: Class 7 contains 9074 members 
Mstep: Class 8 contains 11437 members 
Mstep: Class 10 contains 13436 members 
Mstep: Class 11 contains 16759 members 
Mstep: Class 12 contains 181294 members 
Mstep: Class 13 contains 6017 members 
Mstep: Class 14 contains 8263 members 
Mstep: Class 15 contains 23762 members 
Mstep: Class 16 contains 13057 members 
Mstep: Class 17 contains 68444 members 
Mstep: Class 18 contains 78901 members 
Mstep: Class 19 contains 25208 members 
Mstep: Class 20 contains 4249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84223384.000000 Penalty: 42523.972656
Iteration 20F: 20 clusters Score -8.422338e+07 nChanged 10331
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 54555 members 
Mstep: Class 3 contains 42351 members 
Mstep: Class 4 contains 234586 members 
Mstep: Class 5 contains 140012 members 
Mstep: Class 6 contains 18818 members 
Mstep: Class 7 contains 9596 members 
Mstep: Class 8 contains 11086 members 
Mstep: Class 10 contains 13936 members 
Mstep: Class 11 contains 16665 members 
Mstep: Class 12 contains 181895 members 
Mstep: Class 13 contains 6495 members 
Mstep: Class 14 contains 8567 members 
Mstep: Class 15 contains 23436 members 
Mstep: Class 16 contains 14078 members 
Mstep: Class 17 contains 69492 members 
Mstep: Class 18 contains 76881 members 
Mstep: Class 19 contains 24735 members 
Mstep: Class 20 contains 4483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84231008.000000 Penalty: 42523.972656
Iteration 21Q: 20 clusters Score -8.423101e+07 nChanged 10321
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 54685 members 
Mstep: Class 3 contains 42393 members 
Mstep: Class 4 contains 232872 members 
Mstep: Class 5 contains 139488 members 
Mstep: Class 6 contains 18667 members 
Mstep: Class 7 contains 10030 members 
Mstep: Class 8 contains 10846 members 
Mstep: Class 10 contains 14370 members 
Mstep: Class 11 contains 16542 members 
Mstep: Class 12 contains 182221 members 
Mstep: Class 13 contains 6869 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 23000 members 
Mstep: Class 16 contains 14643 members 
Mstep: Class 17 contains 70426 members 
Mstep: Class 18 contains 75014 members 
Mstep: Class 19 contains 24323 members 
Mstep: Class 20 contains 4755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84236544.000000 Penalty: 42523.972656
Iteration 22Q: 20 clusters Score -8.423654e+07 nChanged 9610
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 54792 members 
Mstep: Class 3 contains 42440 members 
Mstep: Class 4 contains 231535 members 
Mstep: Class 5 contains 139007 members 
Mstep: Class 6 contains 18386 members 
Mstep: Class 7 contains 10418 members 
Mstep: Class 8 contains 10654 members 
Mstep: Class 10 contains 14759 members 
Mstep: Class 11 contains 16438 members 
Mstep: Class 12 contains 182173 members 
Mstep: Class 13 contains 7170 members 
Mstep: Class 14 contains 9155 members 
Mstep: Class 15 contains 22564 members 
Mstep: Class 16 contains 14997 members 
Mstep: Class 17 contains 71227 members 
Mstep: Class 18 contains 73511 members 
Mstep: Class 19 contains 23872 members 
Mstep: Class 20 contains 5014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84240912.000000 Penalty: 42523.972656
Iteration 23Q: 20 clusters Score -8.424091e+07 nChanged 8802
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 54880 members 
Mstep: Class 3 contains 42514 members 
Mstep: Class 4 contains 230402 members 
Mstep: Class 5 contains 138675 members 
Mstep: Class 6 contains 18048 members 
Mstep: Class 7 contains 10728 members 
Mstep: Class 8 contains 10524 members 
Mstep: Class 10 contains 15147 members 
Mstep: Class 11 contains 16355 members 
Mstep: Class 12 contains 181846 members 
Mstep: Class 13 contains 7483 members 
Mstep: Class 14 contains 9403 members 
Mstep: Class 15 contains 22199 members 
Mstep: Class 16 contains 15076 members 
Mstep: Class 17 contains 71929 members 
Mstep: Class 18 contains 72247 members 
Mstep: Class 19 contains 23538 members 
Mstep: Class 20 contains 5307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84244024.000000 Penalty: 42523.972656
Iteration 24Q: 20 clusters Score -8.424402e+07 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 54939 members 
Mstep: Class 3 contains 42571 members 
Mstep: Class 4 contains 229482 members 
Mstep: Class 5 contains 138476 members 
Mstep: Class 6 contains 17686 members 
Mstep: Class 7 contains 10976 members 
Mstep: Class 8 contains 10411 members 
Mstep: Class 10 contains 15529 members 
Mstep: Class 11 contains 16304 members 
Mstep: Class 12 contains 181482 members 
Mstep: Class 13 contains 7751 members 
Mstep: Class 14 contains 9664 members 
Mstep: Class 15 contains 21898 members 
Mstep: Class 16 contains 15068 members 
Mstep: Class 17 contains 72456 members 
Mstep: Class 18 contains 71057 members 
Mstep: Class 19 contains 23317 members 
Mstep: Class 20 contains 5599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84246280.000000 Penalty: 42523.972656
Iteration 25Q: 20 clusters Score -8.424628e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 54974 members 
Mstep: Class 3 contains 42630 members 
Mstep: Class 4 contains 228711 members 
Mstep: Class 5 contains 138363 members 
Mstep: Class 6 contains 17382 members 
Mstep: Class 7 contains 11187 members 
Mstep: Class 8 contains 10341 members 
Mstep: Class 10 contains 15854 members 
Mstep: Class 11 contains 16274 members 
Mstep: Class 12 contains 181157 members 
Mstep: Class 13 contains 8011 members 
Mstep: Class 14 contains 9949 members 
Mstep: Class 15 contains 21652 members 
Mstep: Class 16 contains 14962 members 
Mstep: Class 17 contains 72874 members 
Mstep: Class 18 contains 69895 members 
Mstep: Class 19 contains 23204 members 
Mstep: Class 20 contains 5892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84248520.000000 Penalty: 42523.972656
Iteration 26Q: 20 clusters Score -8.424852e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 55007 members 
Mstep: Class 3 contains 42712 members 
Mstep: Class 4 contains 228083 members 
Mstep: Class 5 contains 138298 members 
Mstep: Class 6 contains 17128 members 
Mstep: Class 7 contains 11349 members 
Mstep: Class 8 contains 10287 members 
Mstep: Class 10 contains 16177 members 
Mstep: Class 11 contains 16245 members 
Mstep: Class 12 contains 180946 members 
Mstep: Class 13 contains 8244 members 
Mstep: Class 14 contains 10236 members 
Mstep: Class 15 contains 21416 members 
Mstep: Class 16 contains 14903 members 
Mstep: Class 17 contains 73237 members 
Mstep: Class 18 contains 68712 members 
Mstep: Class 19 contains 23084 members 
Mstep: Class 20 contains 6161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84250648.000000 Penalty: 42523.972656
Iteration 27Q: 20 clusters Score -8.425065e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 55036 members 
Mstep: Class 3 contains 42767 members 
Mstep: Class 4 contains 227611 members 
Mstep: Class 5 contains 138265 members 
Mstep: Class 6 contains 16926 members 
Mstep: Class 7 contains 11474 members 
Mstep: Class 8 contains 10272 members 
Mstep: Class 10 contains 16458 members 
Mstep: Class 11 contains 16218 members 
Mstep: Class 12 contains 180803 members 
Mstep: Class 13 contains 8446 members 
Mstep: Class 14 contains 10490 members 
Mstep: Class 15 contains 21214 members 
Mstep: Class 16 contains 14828 members 
Mstep: Class 17 contains 73462 members 
Mstep: Class 18 contains 67610 members 
Mstep: Class 19 contains 23002 members 
Mstep: Class 20 contains 6419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84252000.000000 Penalty: 42523.972656
Iteration 28Q: 20 clusters Score -8.4252e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 55056 members 
Mstep: Class 3 contains 42805 members 
Mstep: Class 4 contains 227323 members 
Mstep: Class 5 contains 138218 members 
Mstep: Class 6 contains 16773 members 
Mstep: Class 7 contains 11567 members 
Mstep: Class 8 contains 10270 members 
Mstep: Class 10 contains 16692 members 
Mstep: Class 11 contains 16197 members 
Mstep: Class 12 contains 180690 members 
Mstep: Class 13 contains 8656 members 
Mstep: Class 14 contains 10733 members 
Mstep: Class 15 contains 21034 members 
Mstep: Class 16 contains 14774 members 
Mstep: Class 17 contains 73607 members 
Mstep: Class 18 contains 66560 members 
Mstep: Class 19 contains 22916 members 
Mstep: Class 20 contains 6676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84253480.000000 Penalty: 42523.972656
Iteration 29Q: 20 clusters Score -8.425348e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 55063 members 
Mstep: Class 3 contains 42852 members 
Mstep: Class 4 contains 227038 members 
Mstep: Class 5 contains 138173 members 
Mstep: Class 6 contains 16657 members 
Mstep: Class 7 contains 11645 members 
Mstep: Class 8 contains 10282 members 
Mstep: Class 10 contains 16933 members 
Mstep: Class 11 contains 16190 members 
Mstep: Class 12 contains 180599 members 
Mstep: Class 13 contains 8841 members 
Mstep: Class 14 contains 10963 members 
Mstep: Class 15 contains 20860 members 
Mstep: Class 16 contains 14730 members 
Mstep: Class 17 contains 73594 members 
Mstep: Class 18 contains 65728 members 
Mstep: Class 19 contains 22847 members 
Mstep: Class 20 contains 6939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84254480.000000 Penalty: 42523.972656
Iteration 30Q: 20 clusters Score -8.425448e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 55073 members 
Mstep: Class 3 contains 42902 members 
Mstep: Class 4 contains 226805 members 
Mstep: Class 5 contains 138153 members 
Mstep: Class 6 contains 16564 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 10272 members 
Mstep: Class 10 contains 17131 members 
Mstep: Class 11 contains 16182 members 
Mstep: Class 12 contains 180498 members 
Mstep: Class 13 contains 9024 members 
Mstep: Class 14 contains 11178 members 
Mstep: Class 15 contains 20675 members 
Mstep: Class 16 contains 14703 members 
Mstep: Class 17 contains 73513 members 
Mstep: Class 18 contains 65074 members 
Mstep: Class 19 contains 22766 members 
Mstep: Class 20 contains 7178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84255528.000000 Penalty: 42523.972656
Iteration 31Q: 20 clusters Score -8.425553e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 55087 members 
Mstep: Class 3 contains 42954 members 
Mstep: Class 4 contains 226543 members 
Mstep: Class 5 contains 138144 members 
Mstep: Class 6 contains 16479 members 
Mstep: Class 7 contains 11739 members 
Mstep: Class 8 contains 10260 members 
Mstep: Class 10 contains 17294 members 
Mstep: Class 11 contains 16167 members 
Mstep: Class 12 contains 180413 members 
Mstep: Class 13 contains 9185 members 
Mstep: Class 14 contains 11398 members 
Mstep: Class 15 contains 20473 members 
Mstep: Class 16 contains 14712 members 
Mstep: Class 17 contains 73408 members 
Mstep: Class 18 contains 64566 members 
Mstep: Class 19 contains 22685 members 
Mstep: Class 20 contains 7414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84256264.000000 Penalty: 42523.972656
Iteration 32Q: 20 clusters Score -8.425626e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 55097 members 
Mstep: Class 3 contains 42997 members 
Mstep: Class 4 contains 226300 members 
Mstep: Class 5 contains 138126 members 
Mstep: Class 6 contains 16403 members 
Mstep: Class 7 contains 11764 members 
Mstep: Class 8 contains 10226 members 
Mstep: Class 10 contains 17473 members 
Mstep: Class 11 contains 16156 members 
Mstep: Class 12 contains 180315 members 
Mstep: Class 13 contains 9343 members 
Mstep: Class 14 contains 11623 members 
Mstep: Class 15 contains 20298 members 
Mstep: Class 16 contains 14749 members 
Mstep: Class 17 contains 73260 members 
Mstep: Class 18 contains 64203 members 
Mstep: Class 19 contains 22578 members 
Mstep: Class 20 contains 7627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84256568.000000 Penalty: 42523.972656
Iteration 33Q: 20 clusters Score -8.425657e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 55102 members 
Mstep: Class 3 contains 43044 members 
Mstep: Class 4 contains 226069 members 
Mstep: Class 5 contains 138102 members 
Mstep: Class 6 contains 16340 members 
Mstep: Class 7 contains 11798 members 
Mstep: Class 8 contains 10197 members 
Mstep: Class 10 contains 17619 members 
Mstep: Class 11 contains 16152 members 
Mstep: Class 12 contains 180198 members 
Mstep: Class 13 contains 9493 members 
Mstep: Class 14 contains 11820 members 
Mstep: Class 15 contains 20105 members 
Mstep: Class 16 contains 14849 members 
Mstep: Class 17 contains 73091 members 
Mstep: Class 18 contains 63910 members 
Mstep: Class 19 contains 22473 members 
Mstep: Class 20 contains 7819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84256936.000000 Penalty: 42523.972656
Iteration 34Q: 20 clusters Score -8.425694e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 55105 members 
Mstep: Class 3 contains 43109 members 
Mstep: Class 4 contains 225860 members 
Mstep: Class 5 contains 138080 members 
Mstep: Class 6 contains 16295 members 
Mstep: Class 7 contains 11820 members 
Mstep: Class 8 contains 10173 members 
Mstep: Class 10 contains 17774 members 
Mstep: Class 11 contains 16150 members 
Mstep: Class 12 contains 180042 members 
Mstep: Class 13 contains 9634 members 
Mstep: Class 14 contains 12003 members 
Mstep: Class 15 contains 19915 members 
Mstep: Class 16 contains 14973 members 
Mstep: Class 17 contains 72891 members 
Mstep: Class 18 contains 63679 members 
Mstep: Class 19 contains 22368 members 
Mstep: Class 20 contains 7986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84257232.000000 Penalty: 42523.972656
Iteration 35Q: 20 clusters Score -8.425723e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 55111 members 
Mstep: Class 3 contains 43163 members 
Mstep: Class 4 contains 225634 members 
Mstep: Class 5 contains 138059 members 
Mstep: Class 6 contains 16244 members 
Mstep: Class 7 contains 11826 members 
Mstep: Class 8 contains 10143 members 
Mstep: Class 10 contains 17904 members 
Mstep: Class 11 contains 16146 members 
Mstep: Class 12 contains 179898 members 
Mstep: Class 13 contains 9756 members 
Mstep: Class 14 contains 12193 members 
Mstep: Class 15 contains 19729 members 
Mstep: Class 16 contains 15154 members 
Mstep: Class 17 contains 72699 members 
Mstep: Class 18 contains 63527 members 
Mstep: Class 19 contains 22235 members 
Mstep: Class 20 contains 8167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84257704.000000 Penalty: 42523.972656
Iteration 36Q: 20 clusters Score -8.42577e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 55113 members 
Mstep: Class 3 contains 43197 members 
Mstep: Class 4 contains 225432 members 
Mstep: Class 5 contains 138051 members 
Mstep: Class 6 contains 16200 members 
Mstep: Class 7 contains 11828 members 
Mstep: Class 8 contains 10107 members 
Mstep: Class 10 contains 18019 members 
Mstep: Class 11 contains 16146 members 
Mstep: Class 12 contains 179709 members 
Mstep: Class 13 contains 9875 members 
Mstep: Class 14 contains 12367 members 
Mstep: Class 15 contains 19565 members 
Mstep: Class 16 contains 15367 members 
Mstep: Class 17 contains 72525 members 
Mstep: Class 18 contains 63417 members 
Mstep: Class 19 contains 22080 members 
Mstep: Class 20 contains 8350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84258248.000000 Penalty: 42523.972656
Iteration 37Q: 20 clusters Score -8.425825e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 55122 members 
Mstep: Class 3 contains 43212 members 
Mstep: Class 4 contains 225242 members 
Mstep: Class 5 contains 138049 members 
Mstep: Class 6 contains 16160 members 
Mstep: Class 7 contains 11843 members 
Mstep: Class 8 contains 10085 members 
Mstep: Class 10 contains 18121 members 
Mstep: Class 11 contains 16138 members 
Mstep: Class 12 contains 179513 members 
Mstep: Class 13 contains 9963 members 
Mstep: Class 14 contains 12523 members 
Mstep: Class 15 contains 19404 members 
Mstep: Class 16 contains 15566 members 
Mstep: Class 17 contains 72391 members 
Mstep: Class 18 contains 63340 members 
Mstep: Class 19 contains 21921 members 
Mstep: Class 20 contains 8556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84258880.000000 Penalty: 42523.972656
Iteration 38Q: 20 clusters Score -8.425888e+07 nChanged 2126
Entering ConstructFrom: 
Score: -84258880.000000 Penalty: 42523.972656
Entering ConstructFrom: 
Trying to split cluster 1 (21328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Entering Unmasked Estep 
Score: -1969634.125000 Penalty: 1619.763672
	Iteration 0F: 2 clusters Score -1969634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1955264.250000 Penalty: 3239.527344
	Iteration 0F: 3 clusters Score -1955264 nChanged 9570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1960721.500000 Penalty: 3239.527344
	Iteration 1F: 3 clusters Score -1960722 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1961316.250000 Penalty: 3239.527344
	Iteration 2F: 3 clusters Score -1961316 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1961826.000000 Penalty: 3239.527344
	Iteration 3F: 3 clusters Score -1961826 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1962262.375000 Penalty: 3239.527344
	Iteration 4Q: 3 clusters Score -1962262 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1962664.500000 Penalty: 3239.527344
	Iteration 5Q: 3 clusters Score -1962664 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1963032.250000 Penalty: 3239.527344
	Iteration 6Q: 3 clusters Score -1963032 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1963439.375000 Penalty: 3239.527344
	Iteration 7Q: 3 clusters Score -1963439 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1963890.500000 Penalty: 3239.527344
	Iteration 8Q: 3 clusters Score -1963890 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1964389.250000 Penalty: 3239.527344
	Iteration 9Q: 3 clusters Score -1964389 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1964878.875000 Penalty: 3239.527344
	Iteration 10Q: 3 clusters Score -1964879 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1965368.875000 Penalty: 3239.527344
	Iteration 11Q: 3 clusters Score -1965369 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1965830.875000 Penalty: 3239.527344
	Iteration 12Q: 3 clusters Score -1965831 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1966286.375000 Penalty: 3239.527344
	Iteration 13Q: 3 clusters Score -1966286 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1966634.375000 Penalty: 3239.527344
	Iteration 14Q: 3 clusters Score -1966634 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1966885.875000 Penalty: 3239.527344
	Iteration 15Q: 3 clusters Score -1966886 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1967124.000000 Penalty: 3239.527344
	Iteration 16Q: 3 clusters Score -1967124 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1967345.125000 Penalty: 3239.527344
	Iteration 17Q: 3 clusters Score -1967345 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1967521.500000 Penalty: 3239.527344
	Iteration 18Q: 3 clusters Score -1967522 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1967670.500000 Penalty: 3239.527344
	Iteration 19Q: 3 clusters Score -1967670 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1967816.000000 Penalty: 3239.527344
	Iteration 20F: 3 clusters Score -1967816 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1967908.750000 Penalty: 3239.527344
	Iteration 21Q: 3 clusters Score -1967909 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1967965.125000 Penalty: 3239.527344
	Iteration 22Q: 3 clusters Score -1967965 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1968023.750000 Penalty: 3239.527344
	Iteration 23Q: 3 clusters Score -1968024 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1968072.375000 Penalty: 3239.527344
	Iteration 24Q: 3 clusters Score -1968072 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1968100.625000 Penalty: 3239.527344
	Iteration 25Q: 3 clusters Score -1968101 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1968126.875000 Penalty: 3239.527344
	Iteration 26Q: 3 clusters Score -1968127 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1968147.625000 Penalty: 3239.527344
	Iteration 27Q: 3 clusters Score -1968148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1968159.375000 Penalty: 3239.527344
	Iteration 28Q: 3 clusters Score -1968159 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1968175.000000 Penalty: 3239.527344
	Iteration 29Q: 3 clusters Score -1968175 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1968188.500000 Penalty: 3239.527344
	Iteration 30Q: 3 clusters Score -1968188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1968205.500000 Penalty: 3239.527344
	Iteration 31Q: 3 clusters Score -1968206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1968214.625000 Penalty: 3239.527344
	Iteration 32Q: 3 clusters Score -1968215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1968227.000000 Penalty: 3239.527344
	Iteration 33Q: 3 clusters Score -1968227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1968233.875000 Penalty: 3239.527344
	Iteration 34Q: 3 clusters Score -1968234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1968242.000000 Penalty: 3239.527344
	Iteration 35Q: 3 clusters Score -1968242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1968244.875000 Penalty: 3239.527344
	Iteration 36Q: 3 clusters Score -1968245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1968248.500000 Penalty: 3239.527344
	Iteration 37Q: 3 clusters Score -1968248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1968248.750000 Penalty: 3239.527344
	Iteration 38Q: 3 clusters Score -1968249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1968249.750000 Penalty: 3239.527344
	Iteration 39Q: 3 clusters Score -1968250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1968249.750000 Penalty: 3239.527344
	Iteration 40F: 3 clusters Score -1968250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (55146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55146 members 
Entering Unmasked Estep 
Score: -4917470.500000 Penalty: 1774.132690
	Iteration 0F: 2 clusters Score -4917470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -4880689.000000 Penalty: 3548.265381
	Iteration 0F: 3 clusters Score -4880689 nChanged 25995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -4895843.000000 Penalty: 3548.265381
	Iteration 1F: 3 clusters Score -4895843 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -4896954.000000 Penalty: 3548.265381
	Iteration 2Q: 3 clusters Score -4896954 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -4898309.000000 Penalty: 3548.265381
	Iteration 3F: 3 clusters Score -4898309 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -4899760.000000 Penalty: 3548.265381
	Iteration 4F: 3 clusters Score -4899760 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -4901072.000000 Penalty: 3548.265381
	Iteration 5F: 3 clusters Score -4901072 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -4902112.000000 Penalty: 3548.265381
	Iteration 6Q: 3 clusters Score -4902112 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -4902931.000000 Penalty: 3548.265381
	Iteration 7Q: 3 clusters Score -4902931 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -4903578.000000 Penalty: 3548.265381
	Iteration 8Q: 3 clusters Score -4903578 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -4904102.000000 Penalty: 3548.265381
	Iteration 9Q: 3 clusters Score -4904102 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -4904470.500000 Penalty: 3548.265381
	Iteration 10Q: 3 clusters Score -4904470 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -4904757.000000 Penalty: 3548.265381
	Iteration 11Q: 3 clusters Score -4904757 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -4905012.000000 Penalty: 3548.265381
	Iteration 12Q: 3 clusters Score -4905012 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -4905233.500000 Penalty: 3548.265381
	Iteration 13Q: 3 clusters Score -4905234 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -4905511.500000 Penalty: 3548.265381
	Iteration 14Q: 3 clusters Score -4905512 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -4905822.500000 Penalty: 3548.265381
	Iteration 15Q: 3 clusters Score -4905822 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -4906255.500000 Penalty: 3548.265381
	Iteration 16Q: 3 clusters Score -4906256 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -4906897.500000 Penalty: 3548.265381
	Iteration 17Q: 3 clusters Score -4906898 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -4907872.500000 Penalty: 3548.265381
	Iteration 18Q: 3 clusters Score -4907872 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -4909233.000000 Penalty: 3548.265381
	Iteration 19Q: 3 clusters Score -4909233 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -4910847.000000 Penalty: 3548.265381
	Iteration 20F: 3 clusters Score -4910847 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -4912360.500000 Penalty: 3548.265381
	Iteration 21Q: 3 clusters Score -4912360 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -4913252.500000 Penalty: 3548.265381
	Iteration 22Q: 3 clusters Score -4913252 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46392 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -4913827.500000 Penalty: 3548.265381
	Iteration 23Q: 3 clusters Score -4913828 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -4914232.000000 Penalty: 3548.265381
	Iteration 24Q: 3 clusters Score -4914232 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47649 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -4914570.500000 Penalty: 3548.265381
	Iteration 25Q: 3 clusters Score -4914570 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48174 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -4914802.500000 Penalty: 3548.265381
	Iteration 26Q: 3 clusters Score -4914802 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -4914978.000000 Penalty: 3548.265381
	Iteration 27Q: 3 clusters Score -4914978 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49025 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -4915105.000000 Penalty: 3548.265381
	Iteration 28Q: 3 clusters Score -4915105 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -4915208.500000 Penalty: 3548.265381
	Iteration 29Q: 3 clusters Score -4915208 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49687 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -4915289.500000 Penalty: 3548.265381
	Iteration 30Q: 3 clusters Score -4915290 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49952 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -4915342.500000 Penalty: 3548.265381
	Iteration 31Q: 3 clusters Score -4915342 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50162 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -4915387.000000 Penalty: 3548.265381
	Iteration 32Q: 3 clusters Score -4915387 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50358 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -4915405.000000 Penalty: 3548.265381
	Iteration 33Q: 3 clusters Score -4915405 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -4915464.000000 Penalty: 3548.265381
	Iteration 34Q: 3 clusters Score -4915464 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50741 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -4915484.000000 Penalty: 3548.265381
	Iteration 35Q: 3 clusters Score -4915484 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50911 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -4915517.000000 Penalty: 3548.265381
	Iteration 36Q: 3 clusters Score -4915517 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51063 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -4915546.500000 Penalty: 3548.265381
	Iteration 37Q: 3 clusters Score -4915546 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -4915579.500000 Penalty: 3548.265381
	Iteration 38Q: 3 clusters Score -4915580 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51405 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -4915620.500000 Penalty: 3548.265381
	Iteration 39Q: 3 clusters Score -4915620 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51592 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -4915679.500000 Penalty: 3548.265381
	Iteration 40F: 3 clusters Score -4915680 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -4915739.000000 Penalty: 3548.265381
	Iteration 41Q: 3 clusters Score -4915739 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51930 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -4915778.000000 Penalty: 3548.265381
	Iteration 42Q: 3 clusters Score -4915778 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52101 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -4915841.500000 Penalty: 3548.265381
	Iteration 43Q: 3 clusters Score -4915842 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52242 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -4915883.000000 Penalty: 3548.265381
	Iteration 44Q: 3 clusters Score -4915883 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52394 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -4915926.000000 Penalty: 3548.265381
	Iteration 45Q: 3 clusters Score -4915926 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52546 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -4915985.000000 Penalty: 3548.265381
	Iteration 46Q: 3 clusters Score -4915985 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52667 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -4916027.500000 Penalty: 3548.265381
	Iteration 47Q: 3 clusters Score -4916028 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52772 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -4916042.500000 Penalty: 3548.265381
	Iteration 48Q: 3 clusters Score -4916042 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52879 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -4916074.000000 Penalty: 3548.265381
	Iteration 49Q: 3 clusters Score -4916074 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52970 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -4916105.000000 Penalty: 3548.265381
	Iteration 50Q: 3 clusters Score -4916105 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53041 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -4916126.500000 Penalty: 3548.265381
	Iteration 51Q: 3 clusters Score -4916126 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53106 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -4916144.000000 Penalty: 3548.265381
	Iteration 52Q: 3 clusters Score -4916144 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53155 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -4916168.000000 Penalty: 3548.265381
	Iteration 53Q: 3 clusters Score -4916168 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53203 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -4916166.500000 Penalty: 3548.265381
	Iteration 54Q: 3 clusters Score -4916166 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -4916172.000000 Penalty: 3548.265381
	Iteration 55Q: 3 clusters Score -4916172 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53282 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -4916186.000000 Penalty: 3548.265381
	Iteration 56Q: 3 clusters Score -4916186 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53321 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4916208.500000 Penalty: 3548.265381
	Iteration 57Q: 3 clusters Score -4916208 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53355 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -4916215.000000 Penalty: 3548.265381
	Iteration 58Q: 3 clusters Score -4916215 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53390 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4916220.000000 Penalty: 3548.265381
	Iteration 59Q: 3 clusters Score -4916220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53422 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4916227.000000 Penalty: 3548.265381
	Iteration 60F: 3 clusters Score -4916227 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4916233.500000 Penalty: 3548.265381
	Iteration 61Q: 3 clusters Score -4916234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53474 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4916241.000000 Penalty: 3548.265381
	Iteration 62Q: 3 clusters Score -4916241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53487 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4916244.000000 Penalty: 3548.265381
	Iteration 63Q: 3 clusters Score -4916244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53500 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4916245.500000 Penalty: 3548.265381
	Iteration 64Q: 3 clusters Score -4916246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53513 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4916241.500000 Penalty: 3548.265381
	Iteration 65Q: 3 clusters Score -4916242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53526 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4916255.500000 Penalty: 3548.265381
	Iteration 66Q: 3 clusters Score -4916256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53536 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4916253.000000 Penalty: 3548.265381
	Iteration 67Q: 3 clusters Score -4916253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53553 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4916261.000000 Penalty: 3548.265381
	Iteration 68Q: 3 clusters Score -4916261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53569 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4916260.500000 Penalty: 3548.265381
	Iteration 69Q: 3 clusters Score -4916260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53578 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -4916260.000000 Penalty: 3548.265381
	Iteration 70Q: 3 clusters Score -4916260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53585 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -4916258.000000 Penalty: 3548.265381
	Iteration 71Q: 3 clusters Score -4916258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53589 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4916260.000000 Penalty: 3548.265381
	Iteration 72Q: 3 clusters Score -4916260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53595 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4916262.000000 Penalty: 3548.265381
	Iteration 73Q: 3 clusters Score -4916262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53599 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4916264.500000 Penalty: 3548.265381
	Iteration 74Q: 3 clusters Score -4916264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53602 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4916268.500000 Penalty: 3548.265381
	Iteration 75Q: 3 clusters Score -4916268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53604 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4916269.000000 Penalty: 3548.265381
	Iteration 76Q: 3 clusters Score -4916269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53606 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -4916269.500000 Penalty: 3548.265381
	Iteration 77Q: 3 clusters Score -4916270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53606 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -4916269.500000 Penalty: 3548.265381
	Iteration 78F: 3 clusters Score -4916270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Entering Unmasked Estep 
Score: -3910890.250000 Penalty: 1734.489502
	Iteration 0F: 2 clusters Score -3910890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -3882086.000000 Penalty: 3468.979004
	Iteration 0F: 3 clusters Score -3882086 nChanged 20117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -3893554.250000 Penalty: 3468.979004
	Iteration 1F: 3 clusters Score -3893554 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -3894319.500000 Penalty: 3468.979004
	Iteration 2Q: 3 clusters Score -3894320 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -3895271.750000 Penalty: 3468.979004
	Iteration 3Q: 3 clusters Score -3895272 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -3896550.250000 Penalty: 3468.979004
	Iteration 4F: 3 clusters Score -3896550 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -3898305.000000 Penalty: 3468.979004
	Iteration 5F: 3 clusters Score -3898305 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -3900734.250000 Penalty: 3468.979004
	Iteration 6F: 3 clusters Score -3900734 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -3903221.250000 Penalty: 3468.979004
	Iteration 7F: 3 clusters Score -3903221 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -3905064.250000 Penalty: 3468.979004
	Iteration 8F: 3 clusters Score -3905064 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -3906154.500000 Penalty: 3468.979004
	Iteration 9F: 3 clusters Score -3906154 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -3906781.750000 Penalty: 3468.979004
	Iteration 10Q: 3 clusters Score -3906782 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -3907215.750000 Penalty: 3468.979004
	Iteration 11Q: 3 clusters Score -3907216 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -3907536.500000 Penalty: 3468.979004
	Iteration 12Q: 3 clusters Score -3907536 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -3907815.000000 Penalty: 3468.979004
	Iteration 13Q: 3 clusters Score -3907815 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -3908063.250000 Penalty: 3468.979004
	Iteration 14Q: 3 clusters Score -3908063 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -3908299.750000 Penalty: 3468.979004
	Iteration 15Q: 3 clusters Score -3908300 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 38300 members 
Entering Unmasked Estep 
Score: -3908516.000000 Penalty: 3468.979004
	Iteration 16Q: 3 clusters Score -3908516 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 38835 members 
Entering Unmasked Estep 
Score: -3908720.750000 Penalty: 3468.979004
	Iteration 17Q: 3 clusters Score -3908721 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -3908875.500000 Penalty: 3468.979004
	Iteration 18Q: 3 clusters Score -3908876 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -3909015.250000 Penalty: 3468.979004
	Iteration 19Q: 3 clusters Score -3909015 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -3909135.750000 Penalty: 3468.979004
	Iteration 20F: 3 clusters Score -3909136 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -3909244.000000 Penalty: 3468.979004
	Iteration 21Q: 3 clusters Score -3909244 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -3909373.750000 Penalty: 3468.979004
	Iteration 22Q: 3 clusters Score -3909374 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -3909471.750000 Penalty: 3468.979004
	Iteration 23Q: 3 clusters Score -3909472 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -3909526.000000 Penalty: 3468.979004
	Iteration 24Q: 3 clusters Score -3909526 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -3909572.500000 Penalty: 3468.979004
	Iteration 25Q: 3 clusters Score -3909572 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -3909611.750000 Penalty: 3468.979004
	Iteration 26Q: 3 clusters Score -3909612 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -3909649.500000 Penalty: 3468.979004
	Iteration 27Q: 3 clusters Score -3909650 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -3909671.000000 Penalty: 3468.979004
	Iteration 28Q: 3 clusters Score -3909671 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -3909701.750000 Penalty: 3468.979004
	Iteration 29Q: 3 clusters Score -3909702 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -3909724.750000 Penalty: 3468.979004
	Iteration 30Q: 3 clusters Score -3909725 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -3909746.000000 Penalty: 3468.979004
	Iteration 31Q: 3 clusters Score -3909746 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
Score: -3909767.000000 Penalty: 3468.979004
	Iteration 32Q: 3 clusters Score -3909767 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 41741 members 
Entering Unmasked Estep 
Score: -3909783.000000 Penalty: 3468.979004
	Iteration 33Q: 3 clusters Score -3909783 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 41773 members 
Entering Unmasked Estep 
Score: -3909788.250000 Penalty: 3468.979004
	Iteration 34Q: 3 clusters Score -3909788 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 41798 members 
Entering Unmasked Estep 
Score: -3909798.250000 Penalty: 3468.979004
	Iteration 35Q: 3 clusters Score -3909798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -3909800.000000 Penalty: 3468.979004
	Iteration 36Q: 3 clusters Score -3909800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -3909809.750000 Penalty: 3468.979004
	Iteration 37Q: 3 clusters Score -3909810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -3909808.250000 Penalty: 3468.979004
	Iteration 38Q: 3 clusters Score -3909808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -3909817.500000 Penalty: 3468.979004
	Iteration 39Q: 3 clusters Score -3909818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -3909817.500000 Penalty: 3468.979004
	Iteration 40F: 3 clusters Score -3909818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 41916 members 
Entering Unmasked Estep 
Score: -3909834.750000 Penalty: 3468.979004
	Iteration 41Q: 3 clusters Score -3909835 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -3909842.750000 Penalty: 3468.979004
	Iteration 42Q: 3 clusters Score -3909843 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 41954 members 
Entering Unmasked Estep 
Score: -3909851.000000 Penalty: 3468.979004
	Iteration 43Q: 3 clusters Score -3909851 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -3909853.000000 Penalty: 3468.979004
	Iteration 44Q: 3 clusters Score -3909853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -3909862.750000 Penalty: 3468.979004
	Iteration 45Q: 3 clusters Score -3909863 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -3909866.500000 Penalty: 3468.979004
	Iteration 46Q: 3 clusters Score -3909866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -3909873.750000 Penalty: 3468.979004
	Iteration 47Q: 3 clusters Score -3909874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -3909869.750000 Penalty: 3468.979004
	Iteration 48Q: 3 clusters Score -3909870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -3909877.500000 Penalty: 3468.979004
	Iteration 49Q: 3 clusters Score -3909878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -3909879.250000 Penalty: 3468.979004
	Iteration 50Q: 3 clusters Score -3909879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -3909882.500000 Penalty: 3468.979004
	Iteration 51Q: 3 clusters Score -3909882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -3909882.750000 Penalty: 3468.979004
	Iteration 52Q: 3 clusters Score -3909883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -3909880.250000 Penalty: 3468.979004
	Iteration 53Q: 3 clusters Score -3909880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -3909882.500000 Penalty: 3468.979004
	Iteration 54Q: 3 clusters Score -3909882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -3909882.000000 Penalty: 3468.979004
	Iteration 55Q: 3 clusters Score -3909882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -3909878.250000 Penalty: 3468.979004
	Iteration 56Q: 3 clusters Score -3909878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -3909880.250000 Penalty: 3468.979004
	Iteration 57Q: 3 clusters Score -3909880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -3909880.750000 Penalty: 3468.979004
	Iteration 58Q: 3 clusters Score -3909881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -3909880.750000 Penalty: 3468.979004
	Iteration 59F: 3 clusters Score -3909881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (225053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225053 members 
Entering Unmasked Estep 
Score: -20417684.000000 Penalty: 2002.664795
	Iteration 0F: 2 clusters Score -2.041768e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111979 members 
Mstep: Class 2 contains 113074 members 
Entering Unmasked Estep 
Score: -20268638.000000 Penalty: 4005.329590
	Iteration 0F: 3 clusters Score -2.026864e+07 nChanged 109070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96023 members 
Mstep: Class 2 contains 129030 members 
Entering Unmasked Estep 
Score: -20336412.000000 Penalty: 4005.329590
	Iteration 1F: 3 clusters Score -2.033641e+07 nChanged 11715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85902 members 
Mstep: Class 2 contains 139151 members 
Entering Unmasked Estep 
Score: -20342190.000000 Penalty: 4005.329590
	Iteration 2F: 3 clusters Score -2.034219e+07 nChanged 15997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71385 members 
Mstep: Class 2 contains 153668 members 
Entering Unmasked Estep 
Score: -20352582.000000 Penalty: 4005.329590
	Iteration 3F: 3 clusters Score -2.035258e+07 nChanged 19125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53536 members 
Mstep: Class 2 contains 171517 members 
Entering Unmasked Estep 
Score: -20368004.000000 Penalty: 4005.329590
	Iteration 4F: 3 clusters Score -2.0368e+07 nChanged 18837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 189556 members 
Entering Unmasked Estep 
Score: -20384348.000000 Penalty: 4005.329590
	Iteration 5F: 3 clusters Score -2.038435e+07 nChanged 15155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 204291 members 
Entering Unmasked Estep 
Score: -20397788.000000 Penalty: 4005.329590
	Iteration 6F: 3 clusters Score -2.039779e+07 nChanged 10067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 214270 members 
Entering Unmasked Estep 
Score: -20406756.000000 Penalty: 4005.329590
	Iteration 7Q: 3 clusters Score -2.040676e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 219969 members 
Entering Unmasked Estep 
Score: -20411536.000000 Penalty: 4005.329590
	Iteration 8Q: 3 clusters Score -2.041154e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 222719 members 
Entering Unmasked Estep 
Score: -20413840.000000 Penalty: 4005.329590
	Iteration 9Q: 3 clusters Score -2.041384e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 223982 members 
Entering Unmasked Estep 
Score: -20414964.000000 Penalty: 4005.329590
	Iteration 10Q: 3 clusters Score -2.041496e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 224459 members 
Entering Unmasked Estep 
Score: -20415414.000000 Penalty: 4005.329590
	Iteration 11Q: 3 clusters Score -2.041541e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 224630 members 
Entering Unmasked Estep 
Score: -20415604.000000 Penalty: 4005.329590
	Iteration 12Q: 3 clusters Score -2.04156e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 224694 members 
Entering Unmasked Estep 
Score: -20415740.000000 Penalty: 4005.329590
	Iteration 13Q: 3 clusters Score -2.041574e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 224735 members 
Entering Unmasked Estep 
Score: -20415824.000000 Penalty: 4005.329590
	Iteration 14Q: 3 clusters Score -2.041582e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 224762 members 
Entering Unmasked Estep 
Score: -20415876.000000 Penalty: 4005.329590
	Iteration 15Q: 3 clusters Score -2.041588e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 224767 members 
Entering Unmasked Estep 
Score: -20415904.000000 Penalty: 4005.329590
	Iteration 16Q: 3 clusters Score -2.04159e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 224769 members 
Entering Unmasked Estep 
Score: -20415906.000000 Penalty: 4005.329590
	Iteration 17Q: 3 clusters Score -2.041591e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 224774 members 
Entering Unmasked Estep 
Score: -20415914.000000 Penalty: 4005.329590
	Iteration 18Q: 3 clusters Score -2.041591e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 224772 members 
Entering Unmasked Estep 
Score: -20415910.000000 Penalty: 4005.329590
	Iteration 19Q: 3 clusters Score -2.041591e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 224771 members 
Entering Unmasked Estep 
Score: -20415910.000000 Penalty: 4005.329590
	Iteration 20F: 3 clusters Score -2.041591e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 224770 members 
Entering Unmasked Estep 
Score: -20415926.000000 Penalty: 4005.329590
	Iteration 21Q: 3 clusters Score -2.041593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 224766 members 
Entering Unmasked Estep 
Score: -20415928.000000 Penalty: 4005.329590
	Iteration 22Q: 3 clusters Score -2.041593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 224762 members 
Entering Unmasked Estep 
Score: -20415922.000000 Penalty: 4005.329590
	Iteration 23Q: 3 clusters Score -2.041592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 224762 members 
Entering Unmasked Estep 
Score: -20415922.000000 Penalty: 4005.329590
	Iteration 24F: 3 clusters Score -2.041592e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (138004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138004 members 
Entering Unmasked Estep 
Score: -13011931.000000 Penalty: 1923.193726
	Iteration 0F: 2 clusters Score -1.301193e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68688 members 
Mstep: Class 2 contains 69316 members 
Entering Unmasked Estep 
Score: -12919810.000000 Penalty: 3846.387451
	Iteration 0F: 3 clusters Score -1.291981e+07 nChanged 66383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61469 members 
Mstep: Class 2 contains 76535 members 
Entering Unmasked Estep 
Score: -12960116.000000 Penalty: 3846.387451
	Iteration 1F: 3 clusters Score -1.296012e+07 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55800 members 
Mstep: Class 2 contains 82204 members 
Entering Unmasked Estep 
Score: -12965137.000000 Penalty: 3846.387451
	Iteration 2F: 3 clusters Score -1.296514e+07 nChanged 11325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 90407 members 
Entering Unmasked Estep 
Score: -12974476.000000 Penalty: 3846.387451
	Iteration 3F: 3 clusters Score -1.297448e+07 nChanged 13208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 99911 members 
Entering Unmasked Estep 
Score: -12986118.000000 Penalty: 3846.387451
	Iteration 4F: 3 clusters Score -1.298612e+07 nChanged 11722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 108433 members 
Entering Unmasked Estep 
Score: -12995433.000000 Penalty: 3846.387451
	Iteration 5F: 3 clusters Score -1.299543e+07 nChanged 8445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 115336 members 
Entering Unmasked Estep 
Score: -13001395.000000 Penalty: 3846.387451
	Iteration 6F: 3 clusters Score -1.30014e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 120696 members 
Entering Unmasked Estep 
Score: -13005548.000000 Penalty: 3846.387451
	Iteration 7Q: 3 clusters Score -1.300555e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 125082 members 
Entering Unmasked Estep 
Score: -13008563.000000 Penalty: 3846.387451
	Iteration 8Q: 3 clusters Score -1.300856e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 128341 members 
Entering Unmasked Estep 
Score: -13010702.000000 Penalty: 3846.387451
	Iteration 9Q: 3 clusters Score -1.30107e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 130529 members 
Entering Unmasked Estep 
Score: -13011864.000000 Penalty: 3846.387451
	Iteration 10Q: 3 clusters Score -1.301186e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 131996 members 
Entering Unmasked Estep 
Score: -13012509.000000 Penalty: 3846.387451
	Iteration 11Q: 3 clusters Score -1.301251e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 132954 members 
Entering Unmasked Estep 
Score: -13012981.000000 Penalty: 3846.387451
	Iteration 12Q: 3 clusters Score -1.301298e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 133574 members 
Entering Unmasked Estep 
Score: -13013181.000000 Penalty: 3846.387451
	Iteration 13Q: 3 clusters Score -1.301318e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 133984 members 
Entering Unmasked Estep 
Score: -13013297.000000 Penalty: 3846.387451
	Iteration 14Q: 3 clusters Score -1.30133e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 134292 members 
Entering Unmasked Estep 
Score: -13013409.000000 Penalty: 3846.387451
	Iteration 15Q: 3 clusters Score -1.301341e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 134478 members 
Entering Unmasked Estep 
Score: -13013410.000000 Penalty: 3846.387451
	Iteration 16Q: 3 clusters Score -1.301341e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 134623 members 
Entering Unmasked Estep 
Score: -13013427.000000 Penalty: 3846.387451
	Iteration 17Q: 3 clusters Score -1.301343e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 134730 members 
Entering Unmasked Estep 
Score: -13013451.000000 Penalty: 3846.387451
	Iteration 18Q: 3 clusters Score -1.301345e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 134817 members 
Entering Unmasked Estep 
Score: -13013468.000000 Penalty: 3846.387451
	Iteration 19Q: 3 clusters Score -1.301347e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 134873 members 
Entering Unmasked Estep 
Score: -13013490.000000 Penalty: 3846.387451
	Iteration 20F: 3 clusters Score -1.301349e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 134917 members 
Entering Unmasked Estep 
Score: -13013526.000000 Penalty: 3846.387451
	Iteration 21Q: 3 clusters Score -1.301353e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 134955 members 
Entering Unmasked Estep 
Score: -13013528.000000 Penalty: 3846.387451
	Iteration 22Q: 3 clusters Score -1.301353e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 134970 members 
Entering Unmasked Estep 
Score: -13013540.000000 Penalty: 3846.387451
	Iteration 23Q: 3 clusters Score -1.301354e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 134984 members 
Entering Unmasked Estep 
Score: -13013559.000000 Penalty: 3846.387451
	Iteration 24Q: 3 clusters Score -1.301356e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 134986 members 
Entering Unmasked Estep 
Score: -13013572.000000 Penalty: 3846.387451
	Iteration 25Q: 3 clusters Score -1.301357e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 134980 members 
Entering Unmasked Estep 
Score: -13013572.000000 Penalty: 3846.387451
	Iteration 26Q: 3 clusters Score -1.301357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 134980 members 
Entering Unmasked Estep 
Score: -13013576.000000 Penalty: 3846.387451
	Iteration 27Q: 3 clusters Score -1.301358e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 134980 members 
Entering Unmasked Estep 
Score: -13013576.000000 Penalty: 3846.387451
	Iteration 28F: 3 clusters Score -1.301358e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 55146 members 
Mstep: Class 3 contains 43208 members 
Mstep: Class 4 contains 225053 members 
Mstep: Class 5 contains 3024 members 
Mstep: Class 6 contains 16132 members 
Mstep: Class 7 contains 11860 members 
Mstep: Class 8 contains 10064 members 
Mstep: Class 9 contains 134980 members 
Mstep: Class 10 contains 18265 members 
Mstep: Class 11 contains 16117 members 
Mstep: Class 12 contains 179330 members 
Mstep: Class 13 contains 10032 members 
Mstep: Class 14 contains 12667 members 
Mstep: Class 15 contains 19246 members 
Mstep: Class 16 contains 15781 members 
Mstep: Class 17 contains 72248 members 
Mstep: Class 18 contains 63295 members 
Mstep: Class 19 contains 21762 members 
Mstep: Class 20 contains 8770 members 
Entering Unmasked Estep 
Score: -84258920.000000 Penalty: 44762.074219
Splitting cluster 5 changes total score from -84258880.000000 to -84258920.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 6 (16132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Entering Unmasked Estep 
Score: -1435003.125000 Penalty: 1574.391113
	Iteration 0F: 2 clusters Score -1435003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1423871.375000 Penalty: 3148.782227
	Iteration 0F: 3 clusters Score -1423871 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1428106.375000 Penalty: 3148.782227
	Iteration 1F: 3 clusters Score -1428106 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1428601.750000 Penalty: 3148.782227
	Iteration 2F: 3 clusters Score -1428602 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1429068.625000 Penalty: 3148.782227
	Iteration 3F: 3 clusters Score -1429069 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1429535.375000 Penalty: 3148.782227
	Iteration 4F: 3 clusters Score -1429535 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1429989.375000 Penalty: 3148.782227
	Iteration 5F: 3 clusters Score -1429989 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1430441.375000 Penalty: 3148.782227
	Iteration 6F: 3 clusters Score -1430441 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1430875.750000 Penalty: 3148.782227
	Iteration 7Q: 3 clusters Score -1430876 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1431308.625000 Penalty: 3148.782227
	Iteration 8Q: 3 clusters Score -1431309 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1431702.000000 Penalty: 3148.782227
	Iteration 9Q: 3 clusters Score -1431702 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1432045.125000 Penalty: 3148.782227
	Iteration 10Q: 3 clusters Score -1432045 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1432357.625000 Penalty: 3148.782227
	Iteration 11Q: 3 clusters Score -1432358 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1432610.875000 Penalty: 3148.782227
	Iteration 12Q: 3 clusters Score -1432611 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1432831.875000 Penalty: 3148.782227
	Iteration 13Q: 3 clusters Score -1432832 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1433025.250000 Penalty: 3148.782227
	Iteration 14Q: 3 clusters Score -1433025 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1433179.875000 Penalty: 3148.782227
	Iteration 15Q: 3 clusters Score -1433180 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1433343.000000 Penalty: 3148.782227
	Iteration 16Q: 3 clusters Score -1433343 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1433478.500000 Penalty: 3148.782227
	Iteration 17Q: 3 clusters Score -1433478 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1433620.875000 Penalty: 3148.782227
	Iteration 18Q: 3 clusters Score -1433621 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1433770.000000 Penalty: 3148.782227
	Iteration 19Q: 3 clusters Score -1433770 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1433899.125000 Penalty: 3148.782227
	Iteration 20F: 3 clusters Score -1433899 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1434013.250000 Penalty: 3148.782227
	Iteration 21Q: 3 clusters Score -1434013 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1434129.875000 Penalty: 3148.782227
	Iteration 22Q: 3 clusters Score -1434130 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1434218.750000 Penalty: 3148.782227
	Iteration 23Q: 3 clusters Score -1434219 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1434313.625000 Penalty: 3148.782227
	Iteration 24Q: 3 clusters Score -1434314 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1434427.000000 Penalty: 3148.782227
	Iteration 25Q: 3 clusters Score -1434427 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1434525.625000 Penalty: 3148.782227
	Iteration 26Q: 3 clusters Score -1434526 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1434604.625000 Penalty: 3148.782227
	Iteration 27Q: 3 clusters Score -1434605 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1434667.375000 Penalty: 3148.782227
	Iteration 28Q: 3 clusters Score -1434667 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1434706.000000 Penalty: 3148.782227
	Iteration 29Q: 3 clusters Score -1434706 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1434730.750000 Penalty: 3148.782227
	Iteration 30Q: 3 clusters Score -1434731 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1434756.250000 Penalty: 3148.782227
	Iteration 31Q: 3 clusters Score -1434756 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1434763.750000 Penalty: 3148.782227
	Iteration 32Q: 3 clusters Score -1434764 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1434770.750000 Penalty: 3148.782227
	Iteration 33Q: 3 clusters Score -1434771 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1434773.875000 Penalty: 3148.782227
	Iteration 34Q: 3 clusters Score -1434774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1434777.625000 Penalty: 3148.782227
	Iteration 35Q: 3 clusters Score -1434778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1434785.125000 Penalty: 3148.782227
	Iteration 36Q: 3 clusters Score -1434785 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1434785.875000 Penalty: 3148.782227
	Iteration 37Q: 3 clusters Score -1434786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1434784.000000 Penalty: 3148.782227
	Iteration 38Q: 3 clusters Score -1434784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1434786.500000 Penalty: 3148.782227
	Iteration 39Q: 3 clusters Score -1434786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1434789.000000 Penalty: 3148.782227
	Iteration 40F: 3 clusters Score -1434789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1434787.000000 Penalty: 3148.782227
	Iteration 41Q: 3 clusters Score -1434787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1434786.375000 Penalty: 3148.782227
	Iteration 42Q: 3 clusters Score -1434786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1434786.000000 Penalty: 3148.782227
	Iteration 43Q: 3 clusters Score -1434786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1434784.625000 Penalty: 3148.782227
	Iteration 44Q: 3 clusters Score -1434785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1434787.625000 Penalty: 3148.782227
	Iteration 45Q: 3 clusters Score -1434788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1434786.125000 Penalty: 3148.782227
	Iteration 46Q: 3 clusters Score -1434786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1434786.125000 Penalty: 3148.782227
	Iteration 47F: 3 clusters Score -1434786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Entering Unmasked Estep 
Score: -1088653.500000 Penalty: 1524.400635
	Iteration 0F: 2 clusters Score -1088654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1080423.625000 Penalty: 3048.801270
	Iteration 0F: 3 clusters Score -1080424 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1083699.125000 Penalty: 3048.801270
	Iteration 1F: 3 clusters Score -1083699 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1084745.625000 Penalty: 3048.801270
	Iteration 2F: 3 clusters Score -1084746 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1086013.125000 Penalty: 3048.801270
	Iteration 3F: 3 clusters Score -1086013 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1087178.000000 Penalty: 3048.801270
	Iteration 4F: 3 clusters Score -1087178 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1087866.625000 Penalty: 3048.801270
	Iteration 5F: 3 clusters Score -1087867 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1088155.625000 Penalty: 3048.801270
	Iteration 6Q: 3 clusters Score -1088156 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1088278.625000 Penalty: 3048.801270
	Iteration 7Q: 3 clusters Score -1088279 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1088349.500000 Penalty: 3048.801270
	Iteration 8Q: 3 clusters Score -1088350 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1088401.250000 Penalty: 3048.801270
	Iteration 9Q: 3 clusters Score -1088401 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1088436.375000 Penalty: 3048.801270
	Iteration 10Q: 3 clusters Score -1088436 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1088462.000000 Penalty: 3048.801270
	Iteration 11Q: 3 clusters Score -1088462 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1088484.625000 Penalty: 3048.801270
	Iteration 12Q: 3 clusters Score -1088485 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1088506.125000 Penalty: 3048.801270
	Iteration 13Q: 3 clusters Score -1088506 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1088524.125000 Penalty: 3048.801270
	Iteration 14Q: 3 clusters Score -1088524 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1088542.125000 Penalty: 3048.801270
	Iteration 15Q: 3 clusters Score -1088542 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1088557.375000 Penalty: 3048.801270
	Iteration 16Q: 3 clusters Score -1088557 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1088567.875000 Penalty: 3048.801270
	Iteration 17Q: 3 clusters Score -1088568 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1088574.125000 Penalty: 3048.801270
	Iteration 18Q: 3 clusters Score -1088574 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1088581.250000 Penalty: 3048.801270
	Iteration 19Q: 3 clusters Score -1088581 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1088585.125000 Penalty: 3048.801270
	Iteration 20F: 3 clusters Score -1088585 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1088589.375000 Penalty: 3048.801270
	Iteration 21Q: 3 clusters Score -1088589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1088592.750000 Penalty: 3048.801270
	Iteration 22Q: 3 clusters Score -1088593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1088593.125000 Penalty: 3048.801270
	Iteration 23Q: 3 clusters Score -1088593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1088596.375000 Penalty: 3048.801270
	Iteration 24Q: 3 clusters Score -1088596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1088597.500000 Penalty: 3048.801270
	Iteration 25Q: 3 clusters Score -1088598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1088595.750000 Penalty: 3048.801270
	Iteration 26Q: 3 clusters Score -1088596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1088599.250000 Penalty: 3048.801270
	Iteration 27Q: 3 clusters Score -1088599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1088598.875000 Penalty: 3048.801270
	Iteration 28Q: 3 clusters Score -1088599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1088600.250000 Penalty: 3048.801270
	Iteration 29Q: 3 clusters Score -1088600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1088598.500000 Penalty: 3048.801270
	Iteration 30Q: 3 clusters Score -1088598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1088598.875000 Penalty: 3048.801270
	Iteration 31Q: 3 clusters Score -1088599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1088598.000000 Penalty: 3048.801270
	Iteration 32Q: 3 clusters Score -1088598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1088598.125000 Penalty: 3048.801270
	Iteration 33Q: 3 clusters Score -1088598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1088598.125000 Penalty: 3048.801270
	Iteration 34F: 3 clusters Score -1088598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Entering Unmasked Estep 
Score: -828473.500000 Penalty: 1497.716919
	Iteration 0F: 2 clusters Score -828473.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -821502.000000 Penalty: 2995.433838
	Iteration 0F: 3 clusters Score -821502 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -824813.812500 Penalty: 2995.433838
	Iteration 1F: 3 clusters Score -824813.8 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -827433.687500 Penalty: 2995.433838
	Iteration 2F: 3 clusters Score -827433.7 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -830718.000000 Penalty: 2995.433838
	Iteration 3F: 3 clusters Score -830718 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -833355.937500 Penalty: 2995.433838
	Iteration 4F: 3 clusters Score -833355.9 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -834270.062500 Penalty: 2995.433838
	Iteration 5F: 3 clusters Score -834270.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -834536.000000 Penalty: 2995.433838
	Iteration 6Q: 3 clusters Score -834536 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -834684.062500 Penalty: 2995.433838
	Iteration 7Q: 3 clusters Score -834684.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -834797.750000 Penalty: 2995.433838
	Iteration 8Q: 3 clusters Score -834797.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -834891.687500 Penalty: 2995.433838
	Iteration 9Q: 3 clusters Score -834891.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -834941.375000 Penalty: 2995.433838
	Iteration 10Q: 3 clusters Score -834941.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -834967.062500 Penalty: 2995.433838
	Iteration 11Q: 3 clusters Score -834967.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -834976.687500 Penalty: 2995.433838
	Iteration 12Q: 3 clusters Score -834976.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -834983.375000 Penalty: 2995.433838
	Iteration 13Q: 3 clusters Score -834983.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -834992.437500 Penalty: 2995.433838
	Iteration 14Q: 3 clusters Score -834992.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -834992.375000 Penalty: 2995.433838
	Iteration 15Q: 3 clusters Score -834992.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -834992.937500 Penalty: 2995.433838
	Iteration 16Q: 3 clusters Score -834992.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -834996.250000 Penalty: 2995.433838
	Iteration 17Q: 3 clusters Score -834996.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -834996.562500 Penalty: 2995.433838
	Iteration 18Q: 3 clusters Score -834996.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -834997.750000 Penalty: 2995.433838
	Iteration 19Q: 3 clusters Score -834997.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -834998.000000 Penalty: 2995.433838
	Iteration 20F: 3 clusters Score -834998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -834997.625000 Penalty: 2995.433838
	Iteration 21Q: 3 clusters Score -834997.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -834998.812500 Penalty: 2995.433838
	Iteration 22Q: 3 clusters Score -834998.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -834998.750000 Penalty: 2995.433838
	Iteration 23Q: 3 clusters Score -834998.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -834998.187500 Penalty: 2995.433838
	Iteration 24Q: 3 clusters Score -834998.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -834999.562500 Penalty: 2995.433838
	Iteration 25Q: 3 clusters Score -834999.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -834999.250000 Penalty: 2995.433838
	Iteration 26Q: 3 clusters Score -834999.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -834999.437500 Penalty: 2995.433838
	Iteration 27Q: 3 clusters Score -834999.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -835000.562500 Penalty: 2995.433838
	Iteration 28Q: 3 clusters Score -835000.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -835000.000000 Penalty: 2995.433838
	Iteration 29Q: 3 clusters Score -835000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -835000.375000 Penalty: 2995.433838
	Iteration 30Q: 3 clusters Score -835000.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -835000.750000 Penalty: 2995.433838
	Iteration 31Q: 3 clusters Score -835000.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -835002.000000 Penalty: 2995.433838
	Iteration 32Q: 3 clusters Score -835002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -835003.187500 Penalty: 2995.433838
	Iteration 33Q: 3 clusters Score -835003.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -835003.187500 Penalty: 2995.433838
	Iteration 34F: 3 clusters Score -835003.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 55146 members 
Mstep: Class 3 contains 43208 members 
Mstep: Class 4 contains 225053 members 
Mstep: Class 5 contains 3024 members 
Mstep: Class 6 contains 16132 members 
Mstep: Class 7 contains 11860 members 
Mstep: Class 8 contains 2507 members 
Mstep: Class 9 contains 134980 members 
Mstep: Class 10 contains 18265 members 
Mstep: Class 11 contains 16117 members 
Mstep: Class 12 contains 179330 members 
Mstep: Class 13 contains 10032 members 
Mstep: Class 14 contains 12667 members 
Mstep: Class 15 contains 19246 members 
Mstep: Class 16 contains 15781 members 
Mstep: Class 17 contains 72248 members 
Mstep: Class 18 contains 63295 members 
Mstep: Class 19 contains 21762 members 
Mstep: Class 20 contains 8770 members 
Mstep: Class 21 contains 7557 members 
Entering Unmasked Estep 
Score: -84264624.000000 Penalty: 47000.179688
Splitting cluster 8 changes total score from -84258880.000000 to -84264624.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 10 (18265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Entering Unmasked Estep 
Score: -1663855.250000 Penalty: 1594.570557
	Iteration 0F: 2 clusters Score -1663855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1651309.625000 Penalty: 3189.141113
	Iteration 0F: 3 clusters Score -1651310 nChanged 8242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1656123.500000 Penalty: 3189.141113
	Iteration 1F: 3 clusters Score -1656124 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1656810.500000 Penalty: 3189.141113
	Iteration 2F: 3 clusters Score -1656810 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1657586.750000 Penalty: 3189.141113
	Iteration 3F: 3 clusters Score -1657587 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1658389.750000 Penalty: 3189.141113
	Iteration 4F: 3 clusters Score -1658390 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1659225.750000 Penalty: 3189.141113
	Iteration 5F: 3 clusters Score -1659226 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1659979.750000 Penalty: 3189.141113
	Iteration 6F: 3 clusters Score -1659980 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1660621.000000 Penalty: 3189.141113
	Iteration 7F: 3 clusters Score -1660621 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1661178.375000 Penalty: 3189.141113
	Iteration 8Q: 3 clusters Score -1661178 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1661634.000000 Penalty: 3189.141113
	Iteration 9Q: 3 clusters Score -1661634 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1661977.250000 Penalty: 3189.141113
	Iteration 10Q: 3 clusters Score -1661977 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1662214.500000 Penalty: 3189.141113
	Iteration 11Q: 3 clusters Score -1662214 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -1662373.500000 Penalty: 3189.141113
	Iteration 12Q: 3 clusters Score -1662374 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -1662510.125000 Penalty: 3189.141113
	Iteration 13Q: 3 clusters Score -1662510 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1662618.875000 Penalty: 3189.141113
	Iteration 14Q: 3 clusters Score -1662619 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -1662710.625000 Penalty: 3189.141113
	Iteration 15Q: 3 clusters Score -1662711 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -1662792.500000 Penalty: 3189.141113
	Iteration 16Q: 3 clusters Score -1662792 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -1662852.125000 Penalty: 3189.141113
	Iteration 17Q: 3 clusters Score -1662852 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -1662918.375000 Penalty: 3189.141113
	Iteration 18Q: 3 clusters Score -1662918 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -1662985.125000 Penalty: 3189.141113
	Iteration 19Q: 3 clusters Score -1662985 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -1663056.000000 Penalty: 3189.141113
	Iteration 20F: 3 clusters Score -1663056 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -1663109.000000 Penalty: 3189.141113
	Iteration 21Q: 3 clusters Score -1663109 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -1663170.375000 Penalty: 3189.141113
	Iteration 22Q: 3 clusters Score -1663170 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -1663236.125000 Penalty: 3189.141113
	Iteration 23Q: 3 clusters Score -1663236 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -1663287.375000 Penalty: 3189.141113
	Iteration 24Q: 3 clusters Score -1663287 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -1663322.500000 Penalty: 3189.141113
	Iteration 25Q: 3 clusters Score -1663322 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -1663356.875000 Penalty: 3189.141113
	Iteration 26Q: 3 clusters Score -1663357 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -1663384.875000 Penalty: 3189.141113
	Iteration 27Q: 3 clusters Score -1663385 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -1663411.875000 Penalty: 3189.141113
	Iteration 28Q: 3 clusters Score -1663412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -1663441.125000 Penalty: 3189.141113
	Iteration 29Q: 3 clusters Score -1663441 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -1663449.875000 Penalty: 3189.141113
	Iteration 30Q: 3 clusters Score -1663450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -1663461.875000 Penalty: 3189.141113
	Iteration 31Q: 3 clusters Score -1663462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -1663468.500000 Penalty: 3189.141113
	Iteration 32Q: 3 clusters Score -1663468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -1663472.625000 Penalty: 3189.141113
	Iteration 33Q: 3 clusters Score -1663473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -1663479.250000 Penalty: 3189.141113
	Iteration 34Q: 3 clusters Score -1663479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -1663478.625000 Penalty: 3189.141113
	Iteration 35Q: 3 clusters Score -1663479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -1663481.125000 Penalty: 3189.141113
	Iteration 36Q: 3 clusters Score -1663481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -1663481.750000 Penalty: 3189.141113
	Iteration 37Q: 3 clusters Score -1663482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -1663482.000000 Penalty: 3189.141113
	Iteration 38Q: 3 clusters Score -1663482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -1663481.000000 Penalty: 3189.141113
	Iteration 39Q: 3 clusters Score -1663481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -1663482.625000 Penalty: 3189.141113
	Iteration 40F: 3 clusters Score -1663483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Entering Unmasked Estep 
Score: -1274142.125000 Penalty: 1574.239868
	Iteration 0F: 2 clusters Score -1274142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1263186.125000 Penalty: 3148.479736
	Iteration 0F: 3 clusters Score -1263186 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1269373.625000 Penalty: 3148.479736
	Iteration 1F: 3 clusters Score -1269374 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1271373.500000 Penalty: 3148.479736
	Iteration 2F: 3 clusters Score -1271374 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1272895.750000 Penalty: 3148.479736
	Iteration 3F: 3 clusters Score -1272896 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1273975.625000 Penalty: 3148.479736
	Iteration 4F: 3 clusters Score -1273976 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1274832.375000 Penalty: 3148.479736
	Iteration 5F: 3 clusters Score -1274832 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1275542.000000 Penalty: 3148.479736
	Iteration 6F: 3 clusters Score -1275542 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1276218.625000 Penalty: 3148.479736
	Iteration 7Q: 3 clusters Score -1276219 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1277119.750000 Penalty: 3148.479736
	Iteration 8Q: 3 clusters Score -1277120 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1278183.500000 Penalty: 3148.479736
	Iteration 9Q: 3 clusters Score -1278184 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1278834.750000 Penalty: 3148.479736
	Iteration 10Q: 3 clusters Score -1278835 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1279012.250000 Penalty: 3148.479736
	Iteration 11Q: 3 clusters Score -1279012 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1279046.250000 Penalty: 3148.479736
	Iteration 12Q: 3 clusters Score -1279046 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1279061.500000 Penalty: 3148.479736
	Iteration 13Q: 3 clusters Score -1279062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1279065.875000 Penalty: 3148.479736
	Iteration 14Q: 3 clusters Score -1279066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1279065.750000 Penalty: 3148.479736
	Iteration 15Q: 3 clusters Score -1279066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1279068.625000 Penalty: 3148.479736
	Iteration 16Q: 3 clusters Score -1279069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1279069.875000 Penalty: 3148.479736
	Iteration 17Q: 3 clusters Score -1279070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1279068.625000 Penalty: 3148.479736
	Iteration 18Q: 3 clusters Score -1279069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1279072.875000 Penalty: 3148.479736
	Iteration 19Q: 3 clusters Score -1279073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1279191.375000 Penalty: 3148.479736
	Iteration 20F: 3 clusters Score -1279191 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1279472.125000 Penalty: 3148.479736
	Iteration 21Q: 3 clusters Score -1279472 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1279769.000000 Penalty: 3148.479736
	Iteration 22Q: 3 clusters Score -1279769 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1279891.375000 Penalty: 3148.479736
	Iteration 23Q: 3 clusters Score -1279891 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1279930.375000 Penalty: 3148.479736
	Iteration 24Q: 3 clusters Score -1279930 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1279945.500000 Penalty: 3148.479736
	Iteration 25Q: 3 clusters Score -1279946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1279951.500000 Penalty: 3148.479736
	Iteration 26Q: 3 clusters Score -1279952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1279953.500000 Penalty: 3148.479736
	Iteration 27Q: 3 clusters Score -1279954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1279994.250000 Penalty: 3148.479736
	Iteration 28F: 3 clusters Score -1279994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1280014.125000 Penalty: 3148.479736
	Iteration 29Q: 3 clusters Score -1280014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1280018.875000 Penalty: 3148.479736
	Iteration 30Q: 3 clusters Score -1280019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1280021.875000 Penalty: 3148.479736
	Iteration 31Q: 3 clusters Score -1280022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1280022.375000 Penalty: 3148.479736
	Iteration 32Q: 3 clusters Score -1280022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1280024.875000 Penalty: 3148.479736
	Iteration 33Q: 3 clusters Score -1280025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1280024.625000 Penalty: 3148.479736
	Iteration 34Q: 3 clusters Score -1280025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1280023.625000 Penalty: 3148.479736
	Iteration 35Q: 3 clusters Score -1280024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1280023.875000 Penalty: 3148.479736
	Iteration 36Q: 3 clusters Score -1280024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1280022.000000 Penalty: 3148.479736
	Iteration 37Q: 3 clusters Score -1280022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1280021.875000 Penalty: 3148.479736
	Iteration 38Q: 3 clusters Score -1280022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1280021.875000 Penalty: 3148.479736
	Iteration 39Q: 3 clusters Score -1280022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1280024.250000 Penalty: 3148.479736
	Iteration 40F: 3 clusters Score -1280024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1280024.625000 Penalty: 3148.479736
	Iteration 41Q: 3 clusters Score -1280025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1280024.625000 Penalty: 3148.479736
	Iteration 42F: 3 clusters Score -1280025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 55146 members 
Mstep: Class 3 contains 43208 members 
Mstep: Class 4 contains 225053 members 
Mstep: Class 5 contains 3024 members 
Mstep: Class 6 contains 16132 members 
Mstep: Class 7 contains 11860 members 
Mstep: Class 8 contains 2507 members 
Mstep: Class 9 contains 134980 members 
Mstep: Class 10 contains 18265 members 
Mstep: Class 11 contains 14931 members 
Mstep: Class 12 contains 179330 members 
Mstep: Class 13 contains 10032 members 
Mstep: Class 14 contains 12667 members 
Mstep: Class 15 contains 19246 members 
Mstep: Class 16 contains 15781 members 
Mstep: Class 17 contains 72248 members 
Mstep: Class 18 contains 63295 members 
Mstep: Class 19 contains 21762 members 
Mstep: Class 20 contains 8770 members 
Mstep: Class 21 contains 7557 members 
Mstep: Class 22 contains 1186 members 
Entering Unmasked Estep 
Score: -84269696.000000 Penalty: 49238.285156
Splitting cluster 11 changes total score from -84258880.000000 to -84269696.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 12 (179330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179330 members 
Entering Unmasked Estep 
Score: -16222464.000000 Penalty: 1965.759766
	Iteration 0F: 2 clusters Score -1.622246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89768 members 
Mstep: Class 2 contains 89562 members 
Entering Unmasked Estep 
Score: -16101685.000000 Penalty: 3931.519531
	Iteration 0F: 3 clusters Score -1.610168e+07 nChanged 86956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90630 members 
Mstep: Class 2 contains 88700 members 
Entering Unmasked Estep 
Score: -16153384.000000 Penalty: 3931.519531
	Iteration 1F: 3 clusters Score -1.615338e+07 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91017 members 
Mstep: Class 2 contains 88313 members 
Entering Unmasked Estep 
Score: -16154311.000000 Penalty: 3931.519531
	Iteration 2Q: 3 clusters Score -1.615431e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91616 members 
Mstep: Class 2 contains 87714 members 
Entering Unmasked Estep 
Score: -16155792.000000 Penalty: 3931.519531
	Iteration 3Q: 3 clusters Score -1.615579e+07 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92519 members 
Mstep: Class 2 contains 86811 members 
Entering Unmasked Estep 
Score: -16157544.000000 Penalty: 3931.519531
	Iteration 4Q: 3 clusters Score -1.615754e+07 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93805 members 
Mstep: Class 2 contains 85525 members 
Entering Unmasked Estep 
Score: -16160092.000000 Penalty: 3931.519531
	Iteration 5Q: 3 clusters Score -1.616009e+07 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95784 members 
Mstep: Class 2 contains 83546 members 
Entering Unmasked Estep 
Score: -16163727.000000 Penalty: 3931.519531
	Iteration 6Q: 3 clusters Score -1.616373e+07 nChanged 9185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98377 members 
Mstep: Class 2 contains 80953 members 
Entering Unmasked Estep 
Score: -16168987.000000 Penalty: 3931.519531
	Iteration 7F: 3 clusters Score -1.616899e+07 nChanged 10496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101427 members 
Mstep: Class 2 contains 77903 members 
Entering Unmasked Estep 
Score: -16175591.000000 Penalty: 3931.519531
	Iteration 8F: 3 clusters Score -1.617559e+07 nChanged 11037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104490 members 
Mstep: Class 2 contains 74840 members 
Entering Unmasked Estep 
Score: -16182824.000000 Penalty: 3931.519531
	Iteration 9F: 3 clusters Score -1.618282e+07 nChanged 10704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106974 members 
Mstep: Class 2 contains 72356 members 
Entering Unmasked Estep 
Score: -16189730.000000 Penalty: 3931.519531
	Iteration 10F: 3 clusters Score -1.618973e+07 nChanged 9213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108513 members 
Mstep: Class 2 contains 70817 members 
Entering Unmasked Estep 
Score: -16194907.000000 Penalty: 3931.519531
	Iteration 11F: 3 clusters Score -1.619491e+07 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108983 members 
Mstep: Class 2 contains 70347 members 
Entering Unmasked Estep 
Score: -16198353.000000 Penalty: 3931.519531
	Iteration 12Q: 3 clusters Score -1.619835e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108755 members 
Mstep: Class 2 contains 70575 members 
Entering Unmasked Estep 
Score: -16200485.000000 Penalty: 3931.519531
	Iteration 13Q: 3 clusters Score -1.620048e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108186 members 
Mstep: Class 2 contains 71144 members 
Entering Unmasked Estep 
Score: -16202056.000000 Penalty: 3931.519531
	Iteration 14Q: 3 clusters Score -1.620206e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107408 members 
Mstep: Class 2 contains 71922 members 
Entering Unmasked Estep 
Score: -16203542.000000 Penalty: 3931.519531
	Iteration 15Q: 3 clusters Score -1.620354e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106505 members 
Mstep: Class 2 contains 72825 members 
Entering Unmasked Estep 
Score: -16204994.000000 Penalty: 3931.519531
	Iteration 16Q: 3 clusters Score -1.620499e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105591 members 
Mstep: Class 2 contains 73739 members 
Entering Unmasked Estep 
Score: -16206317.000000 Penalty: 3931.519531
	Iteration 17Q: 3 clusters Score -1.620632e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104920 members 
Mstep: Class 2 contains 74410 members 
Entering Unmasked Estep 
Score: -16207853.000000 Penalty: 3931.519531
	Iteration 18Q: 3 clusters Score -1.620785e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104531 members 
Mstep: Class 2 contains 74799 members 
Entering Unmasked Estep 
Score: -16209114.000000 Penalty: 3931.519531
	Iteration 19Q: 3 clusters Score -1.620911e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104529 members 
Mstep: Class 2 contains 74801 members 
Entering Unmasked Estep 
Score: -16210450.000000 Penalty: 3931.519531
	Iteration 20F: 3 clusters Score -1.621045e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105105 members 
Mstep: Class 2 contains 74225 members 
Entering Unmasked Estep 
Score: -16212011.000000 Penalty: 3931.519531
	Iteration 21Q: 3 clusters Score -1.621201e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106490 members 
Mstep: Class 2 contains 72840 members 
Entering Unmasked Estep 
Score: -16214636.000000 Penalty: 3931.519531
	Iteration 22Q: 3 clusters Score -1.621464e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108927 members 
Mstep: Class 2 contains 70403 members 
Entering Unmasked Estep 
Score: -16219308.000000 Penalty: 3931.519531
	Iteration 23Q: 3 clusters Score -1.621931e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112266 members 
Mstep: Class 2 contains 67064 members 
Entering Unmasked Estep 
Score: -16228214.000000 Penalty: 3931.519531
	Iteration 24Q: 3 clusters Score -1.622821e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115393 members 
Mstep: Class 2 contains 63937 members 
Entering Unmasked Estep 
Score: -16239443.000000 Penalty: 3931.519531
	Iteration 25Q: 3 clusters Score -1.623944e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116866 members 
Mstep: Class 2 contains 62464 members 
Entering Unmasked Estep 
Score: -16244234.000000 Penalty: 3931.519531
	Iteration 26Q: 3 clusters Score -1.624423e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117491 members 
Mstep: Class 2 contains 61839 members 
Entering Unmasked Estep 
Score: -16245248.000000 Penalty: 3931.519531
	Iteration 27Q: 3 clusters Score -1.624525e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117820 members 
Mstep: Class 2 contains 61510 members 
Entering Unmasked Estep 
Score: -16245439.000000 Penalty: 3931.519531
	Iteration 28Q: 3 clusters Score -1.624544e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118030 members 
Mstep: Class 2 contains 61300 members 
Entering Unmasked Estep 
Score: -16245491.000000 Penalty: 3931.519531
	Iteration 29Q: 3 clusters Score -1.624549e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118158 members 
Mstep: Class 2 contains 61172 members 
Entering Unmasked Estep 
Score: -16245522.000000 Penalty: 3931.519531
	Iteration 30Q: 3 clusters Score -1.624552e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118249 members 
Mstep: Class 2 contains 61081 members 
Entering Unmasked Estep 
Score: -16245508.000000 Penalty: 3931.519531
	Iteration 31Q: 3 clusters Score -1.624551e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118294 members 
Mstep: Class 2 contains 61036 members 
Entering Unmasked Estep 
Score: -16245518.000000 Penalty: 3931.519531
	Iteration 32Q: 3 clusters Score -1.624552e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118319 members 
Mstep: Class 2 contains 61011 members 
Entering Unmasked Estep 
Score: -16245503.000000 Penalty: 3931.519531
	Iteration 33Q: 3 clusters Score -1.62455e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118335 members 
Mstep: Class 2 contains 60995 members 
Entering Unmasked Estep 
Score: -16245504.000000 Penalty: 3931.519531
	Iteration 34Q: 3 clusters Score -1.62455e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118345 members 
Mstep: Class 2 contains 60985 members 
Entering Unmasked Estep 
Score: -16245499.000000 Penalty: 3931.519531
	Iteration 35Q: 3 clusters Score -1.62455e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118350 members 
Mstep: Class 2 contains 60980 members 
Entering Unmasked Estep 
Score: -16245505.000000 Penalty: 3931.519531
	Iteration 36Q: 3 clusters Score -1.62455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118355 members 
Mstep: Class 2 contains 60975 members 
Entering Unmasked Estep 
Score: -16245503.000000 Penalty: 3931.519531
	Iteration 37Q: 3 clusters Score -1.62455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118359 members 
Mstep: Class 2 contains 60971 members 
Entering Unmasked Estep 
Score: -16245510.000000 Penalty: 3931.519531
	Iteration 38Q: 3 clusters Score -1.624551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118360 members 
Mstep: Class 2 contains 60970 members 
Entering Unmasked Estep 
Score: -16245505.000000 Penalty: 3931.519531
	Iteration 39Q: 3 clusters Score -1.62455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118359 members 
Mstep: Class 2 contains 60971 members 
Entering Unmasked Estep 
Score: -16245513.000000 Penalty: 3931.519531
	Iteration 40F: 3 clusters Score -1.624551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118363 members 
Mstep: Class 2 contains 60967 members 
Entering Unmasked Estep 
Score: -16245505.000000 Penalty: 3931.519531
	Iteration 41Q: 3 clusters Score -1.62455e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118362 members 
Mstep: Class 2 contains 60968 members 
Entering Unmasked Estep 
Score: -16245506.000000 Penalty: 3931.519531
	Iteration 42Q: 3 clusters Score -1.624551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118363 members 
Mstep: Class 2 contains 60967 members 
Entering Unmasked Estep 
Score: -16245504.000000 Penalty: 3931.519531
	Iteration 43Q: 3 clusters Score -1.62455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118368 members 
Mstep: Class 2 contains 60962 members 
Entering Unmasked Estep 
Score: -16245506.000000 Penalty: 3931.519531
	Iteration 44Q: 3 clusters Score -1.624551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118369 members 
Mstep: Class 2 contains 60961 members 
Entering Unmasked Estep 
Score: -16245508.000000 Penalty: 3931.519531
	Iteration 45Q: 3 clusters Score -1.624551e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118369 members 
Mstep: Class 2 contains 60961 members 
Entering Unmasked Estep 
Score: -16245508.000000 Penalty: 3931.519531
	Iteration 46F: 3 clusters Score -1.624551e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 55146 members 
Mstep: Class 3 contains 43208 members 
Mstep: Class 4 contains 225053 members 
Mstep: Class 5 contains 3024 members 
Mstep: Class 6 contains 16132 members 
Mstep: Class 7 contains 11860 members 
Mstep: Class 8 contains 2507 members 
Mstep: Class 9 contains 134980 members 
Mstep: Class 10 contains 18265 members 
Mstep: Class 11 contains 14931 members 
Mstep: Class 12 contains 118369 members 
Mstep: Class 13 contains 10032 members 
Mstep: Class 14 contains 12667 members 
Mstep: Class 15 contains 19246 members 
Mstep: Class 16 contains 15781 members 
Mstep: Class 17 contains 72248 members 
Mstep: Class 18 contains 63295 members 
Mstep: Class 19 contains 21762 members 
Mstep: Class 20 contains 8770 members 
Mstep: Class 21 contains 7557 members 
Mstep: Class 22 contains 1186 members 
Mstep: Class 23 contains 60961 members 
Entering Unmasked Estep 
Score: -84292416.000000 Penalty: 51476.386719
Splitting cluster 12 changes total score from -84258880.000000 to -84292416.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 13 (10032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Entering Unmasked Estep 
Score: -880560.687500 Penalty: 1497.199463
	Iteration 0F: 2 clusters Score -880560.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -873414.937500 Penalty: 2994.398926
	Iteration 0F: 3 clusters Score -873414.9 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -875917.500000 Penalty: 2994.398926
	Iteration 1F: 3 clusters Score -875917.5 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -876329.250000 Penalty: 2994.398926
	Iteration 2F: 3 clusters Score -876329.2 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -876946.562500 Penalty: 2994.398926
	Iteration 3F: 3 clusters Score -876946.6 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -878059.750000 Penalty: 2994.398926
	Iteration 4F: 3 clusters Score -878059.8 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -879602.625000 Penalty: 2994.398926
	Iteration 5F: 3 clusters Score -879602.6 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -880502.187500 Penalty: 2994.398926
	Iteration 6F: 3 clusters Score -880502.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -880936.687500 Penalty: 2994.398926
	Iteration 7F: 3 clusters Score -880936.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -881188.937500 Penalty: 2994.398926
	Iteration 8Q: 3 clusters Score -881188.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -881350.000000 Penalty: 2994.398926
	Iteration 9Q: 3 clusters Score -881350 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -881474.375000 Penalty: 2994.398926
	Iteration 10Q: 3 clusters Score -881474.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -881600.875000 Penalty: 2994.398926
	Iteration 11Q: 3 clusters Score -881600.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -881739.812500 Penalty: 2994.398926
	Iteration 12Q: 3 clusters Score -881739.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -881891.500000 Penalty: 2994.398926
	Iteration 13Q: 3 clusters Score -881891.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -882061.187500 Penalty: 2994.398926
	Iteration 14Q: 3 clusters Score -882061.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -882220.125000 Penalty: 2994.398926
	Iteration 15Q: 3 clusters Score -882220.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -882324.500000 Penalty: 2994.398926
	Iteration 16Q: 3 clusters Score -882324.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -882361.625000 Penalty: 2994.398926
	Iteration 17Q: 3 clusters Score -882361.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -882378.375000 Penalty: 2994.398926
	Iteration 18Q: 3 clusters Score -882378.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -882391.562500 Penalty: 2994.398926
	Iteration 19Q: 3 clusters Score -882391.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -882400.187500 Penalty: 2994.398926
	Iteration 20F: 3 clusters Score -882400.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -882401.437500 Penalty: 2994.398926
	Iteration 21Q: 3 clusters Score -882401.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -882404.000000 Penalty: 2994.398926
	Iteration 22Q: 3 clusters Score -882404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -882407.437500 Penalty: 2994.398926
	Iteration 23Q: 3 clusters Score -882407.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -882413.437500 Penalty: 2994.398926
	Iteration 24Q: 3 clusters Score -882413.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -882413.312500 Penalty: 2994.398926
	Iteration 25Q: 3 clusters Score -882413.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -882414.437500 Penalty: 2994.398926
	Iteration 26Q: 3 clusters Score -882414.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -882414.000000 Penalty: 2994.398926
	Iteration 27Q: 3 clusters Score -882414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -882413.687500 Penalty: 2994.398926
	Iteration 28Q: 3 clusters Score -882413.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -882413.687500 Penalty: 2994.398926
	Iteration 29F: 3 clusters Score -882413.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 55146 members 
Mstep: Class 3 contains 43208 members 
Mstep: Class 4 contains 225053 members 
Mstep: Class 5 contains 3024 members 
Mstep: Class 6 contains 16132 members 
Mstep: Class 7 contains 11860 members 
Mstep: Class 8 contains 2507 members 
Mstep: Class 9 contains 134980 members 
Mstep: Class 10 contains 18265 members 
Mstep: Class 11 contains 14931 members 
Mstep: Class 12 contains 118369 members 
Mstep: Class 13 contains 3916 members 
Mstep: Class 14 contains 12667 members 
Mstep: Class 15 contains 19246 members 
Mstep: Class 16 contains 15781 members 
Mstep: Class 17 contains 72248 members 
Mstep: Class 18 contains 63295 members 
Mstep: Class 19 contains 21762 members 
Mstep: Class 20 contains 8770 members 
Mstep: Class 21 contains 7557 members 
Mstep: Class 22 contains 1186 members 
Mstep: Class 23 contains 60961 members 
Mstep: Class 24 contains 6116 members 
Entering Unmasked Estep 
Score: -84293560.000000 Penalty: 53714.492188
Splitting cluster 13 changes total score from -84258880.000000 to -84293560.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 14 (12667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Entering Unmasked Estep 
Score: -1153547.625000 Penalty: 1535.097778
	Iteration 0F: 2 clusters Score -1153548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1144729.000000 Penalty: 3070.195557
	Iteration 0F: 3 clusters Score -1144729 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1147919.500000 Penalty: 3070.195557
	Iteration 1F: 3 clusters Score -1147920 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1148406.750000 Penalty: 3070.195557
	Iteration 2F: 3 clusters Score -1148407 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1149022.750000 Penalty: 3070.195557
	Iteration 3F: 3 clusters Score -1149023 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1149880.875000 Penalty: 3070.195557
	Iteration 4F: 3 clusters Score -1149881 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1150947.750000 Penalty: 3070.195557
	Iteration 5F: 3 clusters Score -1150948 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1152050.875000 Penalty: 3070.195557
	Iteration 6F: 3 clusters Score -1152051 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1152920.750000 Penalty: 3070.195557
	Iteration 7F: 3 clusters Score -1152921 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1153453.125000 Penalty: 3070.195557
	Iteration 8Q: 3 clusters Score -1153453 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1153743.625000 Penalty: 3070.195557
	Iteration 9Q: 3 clusters Score -1153744 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1153902.000000 Penalty: 3070.195557
	Iteration 10Q: 3 clusters Score -1153902 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1153963.750000 Penalty: 3070.195557
	Iteration 11Q: 3 clusters Score -1153964 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1153997.375000 Penalty: 3070.195557
	Iteration 12Q: 3 clusters Score -1153997 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1154021.875000 Penalty: 3070.195557
	Iteration 13Q: 3 clusters Score -1154022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1154026.375000 Penalty: 3070.195557
	Iteration 14Q: 3 clusters Score -1154026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1154034.125000 Penalty: 3070.195557
	Iteration 15Q: 3 clusters Score -1154034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1154040.875000 Penalty: 3070.195557
	Iteration 16Q: 3 clusters Score -1154041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1154044.375000 Penalty: 3070.195557
	Iteration 17Q: 3 clusters Score -1154044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1154049.250000 Penalty: 3070.195557
	Iteration 18Q: 3 clusters Score -1154049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1154049.875000 Penalty: 3070.195557
	Iteration 19Q: 3 clusters Score -1154050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1154048.625000 Penalty: 3070.195557
	Iteration 20F: 3 clusters Score -1154049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1154049.125000 Penalty: 3070.195557
	Iteration 21Q: 3 clusters Score -1154049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1154051.750000 Penalty: 3070.195557
	Iteration 22Q: 3 clusters Score -1154052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1154051.750000 Penalty: 3070.195557
	Iteration 23F: 3 clusters Score -1154052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 55146 members 
Mstep: Class 3 contains 43208 members 
Mstep: Class 4 contains 225053 members 
Mstep: Class 5 contains 3024 members 
Mstep: Class 6 contains 16132 members 
Mstep: Class 7 contains 11860 members 
Mstep: Class 8 contains 2507 members 
Mstep: Class 9 contains 134980 members 
Mstep: Class 10 contains 18265 members 
Mstep: Class 11 contains 14931 members 
Mstep: Class 12 contains 118369 members 
Mstep: Class 13 contains 3916 members 
Mstep: Class 14 contains 560 members 
Mstep: Class 15 contains 19246 members 
Mstep: Class 16 contains 15781 members 
Mstep: Class 17 contains 72248 members 
Mstep: Class 18 contains 63295 members 
Mstep: Class 19 contains 21762 members 
Mstep: Class 20 contains 8770 members 
Mstep: Class 21 contains 7557 members 
Mstep: Class 22 contains 1186 members 
Mstep: Class 23 contains 60961 members 
Mstep: Class 24 contains 6116 members 
Mstep: Class 25 contains 12107 members 
Entering Unmasked Estep 
Score: -84293408.000000 Penalty: 55952.593750
Splitting cluster 14 changes total score from -84258880.000000 to -84293408.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 15 (19246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Entering Unmasked Estep 
Score: -1588257.375000 Penalty: 1603.072021
	Iteration 0F: 2 clusters Score -1588257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1575253.750000 Penalty: 3206.144043
	Iteration 0F: 3 clusters Score -1575254 nChanged 8693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1580843.000000 Penalty: 3206.144043
	Iteration 1F: 3 clusters Score -1580843 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1582148.125000 Penalty: 3206.144043
	Iteration 2F: 3 clusters Score -1582148 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1583427.250000 Penalty: 3206.144043
	Iteration 3F: 3 clusters Score -1583427 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1584750.250000 Penalty: 3206.144043
	Iteration 4F: 3 clusters Score -1584750 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1586018.125000 Penalty: 3206.144043
	Iteration 5F: 3 clusters Score -1586018 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1587204.000000 Penalty: 3206.144043
	Iteration 6F: 3 clusters Score -1587204 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1588297.625000 Penalty: 3206.144043
	Iteration 7F: 3 clusters Score -1588298 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1589221.500000 Penalty: 3206.144043
	Iteration 8Q: 3 clusters Score -1589222 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1589915.000000 Penalty: 3206.144043
	Iteration 9Q: 3 clusters Score -1589915 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1590478.500000 Penalty: 3206.144043
	Iteration 10Q: 3 clusters Score -1590478 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1590937.875000 Penalty: 3206.144043
	Iteration 11Q: 3 clusters Score -1590938 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1591250.625000 Penalty: 3206.144043
	Iteration 12Q: 3 clusters Score -1591251 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1591475.000000 Penalty: 3206.144043
	Iteration 13Q: 3 clusters Score -1591475 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1591637.750000 Penalty: 3206.144043
	Iteration 14Q: 3 clusters Score -1591638 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1591812.125000 Penalty: 3206.144043
	Iteration 15Q: 3 clusters Score -1591812 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1591985.250000 Penalty: 3206.144043
	Iteration 16Q: 3 clusters Score -1591985 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1592186.250000 Penalty: 3206.144043
	Iteration 17Q: 3 clusters Score -1592186 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1592350.125000 Penalty: 3206.144043
	Iteration 18Q: 3 clusters Score -1592350 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1592470.375000 Penalty: 3206.144043
	Iteration 19Q: 3 clusters Score -1592470 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1592567.625000 Penalty: 3206.144043
	Iteration 20F: 3 clusters Score -1592568 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1592642.250000 Penalty: 3206.144043
	Iteration 21Q: 3 clusters Score -1592642 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1592681.250000 Penalty: 3206.144043
	Iteration 22Q: 3 clusters Score -1592681 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1592715.125000 Penalty: 3206.144043
	Iteration 23Q: 3 clusters Score -1592715 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1592744.750000 Penalty: 3206.144043
	Iteration 24Q: 3 clusters Score -1592745 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1592755.500000 Penalty: 3206.144043
	Iteration 25Q: 3 clusters Score -1592756 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1592758.625000 Penalty: 3206.144043
	Iteration 26Q: 3 clusters Score -1592759 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1592765.375000 Penalty: 3206.144043
	Iteration 27Q: 3 clusters Score -1592765 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1592770.375000 Penalty: 3206.144043
	Iteration 28Q: 3 clusters Score -1592770 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1592779.750000 Penalty: 3206.144043
	Iteration 29Q: 3 clusters Score -1592780 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1592788.750000 Penalty: 3206.144043
	Iteration 30Q: 3 clusters Score -1592789 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1592790.125000 Penalty: 3206.144043
	Iteration 31Q: 3 clusters Score -1592790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1592794.375000 Penalty: 3206.144043
	Iteration 32Q: 3 clusters Score -1592794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1592796.500000 Penalty: 3206.144043
	Iteration 33Q: 3 clusters Score -1592796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1592798.875000 Penalty: 3206.144043
	Iteration 34Q: 3 clusters Score -1592799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1592809.750000 Penalty: 3206.144043
	Iteration 35Q: 3 clusters Score -1592810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1592810.375000 Penalty: 3206.144043
	Iteration 36Q: 3 clusters Score -1592810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1592814.250000 Penalty: 3206.144043
	Iteration 37Q: 3 clusters Score -1592814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1592813.125000 Penalty: 3206.144043
	Iteration 38Q: 3 clusters Score -1592813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1592812.750000 Penalty: 3206.144043
	Iteration 39Q: 3 clusters Score -1592813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1592814.125000 Penalty: 3206.144043
	Iteration 40F: 3 clusters Score -1592814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1592815.875000 Penalty: 3206.144043
	Iteration 41Q: 3 clusters Score -1592816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1592818.750000 Penalty: 3206.144043
	Iteration 42Q: 3 clusters Score -1592819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1592818.250000 Penalty: 3206.144043
	Iteration 43Q: 3 clusters Score -1592818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1592817.375000 Penalty: 3206.144043
	Iteration 44Q: 3 clusters Score -1592817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1592820.000000 Penalty: 3206.144043
	Iteration 45Q: 3 clusters Score -1592820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1592819.375000 Penalty: 3206.144043
	Iteration 46Q: 3 clusters Score -1592819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1592817.625000 Penalty: 3206.144043
	Iteration 47Q: 3 clusters Score -1592818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1592817.625000 Penalty: 3206.144043
	Iteration 48F: 3 clusters Score -1592818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 55146 members 
Mstep: Class 3 contains 43208 members 
Mstep: Class 4 contains 225053 members 
Mstep: Class 5 contains 3024 members 
Mstep: Class 6 contains 16132 members 
Mstep: Class 7 contains 11860 members 
Mstep: Class 8 contains 2507 members 
Mstep: Class 9 contains 134980 members 
Mstep: Class 10 contains 18265 members 
Mstep: Class 11 contains 14931 members 
Mstep: Class 12 contains 118369 members 
Mstep: Class 13 contains 3916 members 
Mstep: Class 14 contains 560 members 
Mstep: Class 15 contains 14257 members 
Mstep: Class 16 contains 15781 members 
Mstep: Class 17 contains 72248 members 
Mstep: Class 18 contains 63295 members 
Mstep: Class 19 contains 21762 members 
Mstep: Class 20 contains 8770 members 
Mstep: Class 21 contains 7557 members 
Mstep: Class 22 contains 1186 members 
Mstep: Class 23 contains 60961 members 
Mstep: Class 24 contains 6116 members 
Mstep: Class 25 contains 12107 members 
Mstep: Class 26 contains 4989 members 
Entering Unmasked Estep 
Score: -84297392.000000 Penalty: 58190.699219
Splitting cluster 15 changes total score from -84258880.000000 to -84297392.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (15781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Entering Unmasked Estep 
Score: -1245572.875000 Penalty: 1570.816284
	Iteration 0F: 2 clusters Score -1245573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1234641.125000 Penalty: 3141.632568
	Iteration 0F: 3 clusters Score -1234641 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1239100.250000 Penalty: 3141.632568
	Iteration 1F: 3 clusters Score -1239100 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1240544.000000 Penalty: 3141.632568
	Iteration 2F: 3 clusters Score -1240544 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1241837.000000 Penalty: 3141.632568
	Iteration 3F: 3 clusters Score -1241837 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1242956.250000 Penalty: 3141.632568
	Iteration 4F: 3 clusters Score -1242956 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1244019.250000 Penalty: 3141.632568
	Iteration 5F: 3 clusters Score -1244019 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1244883.000000 Penalty: 3141.632568
	Iteration 6F: 3 clusters Score -1244883 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1245448.000000 Penalty: 3141.632568
	Iteration 7Q: 3 clusters Score -1245448 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1245758.750000 Penalty: 3141.632568
	Iteration 8Q: 3 clusters Score -1245759 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1245944.000000 Penalty: 3141.632568
	Iteration 9Q: 3 clusters Score -1245944 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1246094.625000 Penalty: 3141.632568
	Iteration 10Q: 3 clusters Score -1246095 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1246240.750000 Penalty: 3141.632568
	Iteration 11Q: 3 clusters Score -1246241 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1246375.500000 Penalty: 3141.632568
	Iteration 12Q: 3 clusters Score -1246376 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1246518.375000 Penalty: 3141.632568
	Iteration 13Q: 3 clusters Score -1246518 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1246687.250000 Penalty: 3141.632568
	Iteration 14Q: 3 clusters Score -1246687 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1246909.500000 Penalty: 3141.632568
	Iteration 15Q: 3 clusters Score -1246910 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1247140.625000 Penalty: 3141.632568
	Iteration 16Q: 3 clusters Score -1247141 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1247312.875000 Penalty: 3141.632568
	Iteration 17Q: 3 clusters Score -1247313 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1247448.750000 Penalty: 3141.632568
	Iteration 18Q: 3 clusters Score -1247449 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1247542.000000 Penalty: 3141.632568
	Iteration 19Q: 3 clusters Score -1247542 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1247618.125000 Penalty: 3141.632568
	Iteration 20F: 3 clusters Score -1247618 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1247649.500000 Penalty: 3141.632568
	Iteration 21Q: 3 clusters Score -1247650 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1247679.500000 Penalty: 3141.632568
	Iteration 22Q: 3 clusters Score -1247680 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1247694.625000 Penalty: 3141.632568
	Iteration 23Q: 3 clusters Score -1247695 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1247705.750000 Penalty: 3141.632568
	Iteration 24Q: 3 clusters Score -1247706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1247713.375000 Penalty: 3141.632568
	Iteration 25Q: 3 clusters Score -1247713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1247714.250000 Penalty: 3141.632568
	Iteration 26Q: 3 clusters Score -1247714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1247724.750000 Penalty: 3141.632568
	Iteration 27Q: 3 clusters Score -1247725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1247731.750000 Penalty: 3141.632568
	Iteration 28Q: 3 clusters Score -1247732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1247734.625000 Penalty: 3141.632568
	Iteration 29Q: 3 clusters Score -1247735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1247742.500000 Penalty: 3141.632568
	Iteration 30Q: 3 clusters Score -1247742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1247744.500000 Penalty: 3141.632568
	Iteration 31Q: 3 clusters Score -1247744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1247746.750000 Penalty: 3141.632568
	Iteration 32Q: 3 clusters Score -1247747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1247752.375000 Penalty: 3141.632568
	Iteration 33Q: 3 clusters Score -1247752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1247752.250000 Penalty: 3141.632568
	Iteration 34Q: 3 clusters Score -1247752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1247757.875000 Penalty: 3141.632568
	Iteration 35Q: 3 clusters Score -1247758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1247760.000000 Penalty: 3141.632568
	Iteration 36Q: 3 clusters Score -1247760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1247760.625000 Penalty: 3141.632568
	Iteration 37Q: 3 clusters Score -1247761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1247761.750000 Penalty: 3141.632568
	Iteration 38Q: 3 clusters Score -1247762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1247764.500000 Penalty: 3141.632568
	Iteration 39Q: 3 clusters Score -1247764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1247778.750000 Penalty: 3141.632568
	Iteration 40F: 3 clusters Score -1247779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1247806.750000 Penalty: 3141.632568
	Iteration 41Q: 3 clusters Score -1247807 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1247827.250000 Penalty: 3141.632568
	Iteration 42Q: 3 clusters Score -1247827 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1247851.250000 Penalty: 3141.632568
	Iteration 43Q: 3 clusters Score -1247851 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1247884.000000 Penalty: 3141.632568
	Iteration 44Q: 3 clusters Score -1247884 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1247931.375000 Penalty: 3141.632568
	Iteration 45Q: 3 clusters Score -1247931 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1247965.125000 Penalty: 3141.632568
	Iteration 46Q: 3 clusters Score -1247965 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1247989.625000 Penalty: 3141.632568
	Iteration 47Q: 3 clusters Score -1247990 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1248026.000000 Penalty: 3141.632568
	Iteration 48Q: 3 clusters Score -1248026 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1248067.750000 Penalty: 3141.632568
	Iteration 49Q: 3 clusters Score -1248068 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1248092.125000 Penalty: 3141.632568
	Iteration 50Q: 3 clusters Score -1248092 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1248137.875000 Penalty: 3141.632568
	Iteration 51Q: 3 clusters Score -1248138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1248163.750000 Penalty: 3141.632568
	Iteration 52Q: 3 clusters Score -1248164 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1248177.125000 Penalty: 3141.632568
	Iteration 53Q: 3 clusters Score -1248177 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1248181.750000 Penalty: 3141.632568
	Iteration 54Q: 3 clusters Score -1248182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1248200.250000 Penalty: 3141.632568
	Iteration 55Q: 3 clusters Score -1248200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1248209.000000 Penalty: 3141.632568
	Iteration 56Q: 3 clusters Score -1248209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1248217.750000 Penalty: 3141.632568
	Iteration 57Q: 3 clusters Score -1248218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1248231.125000 Penalty: 3141.632568
	Iteration 58Q: 3 clusters Score -1248231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1248251.125000 Penalty: 3141.632568
	Iteration 59Q: 3 clusters Score -1248251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1248425.000000 Penalty: 3141.632568
	Iteration 60F: 3 clusters Score -1248425 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1248561.375000 Penalty: 3141.632568
	Iteration 61Q: 3 clusters Score -1248561 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1248616.875000 Penalty: 3141.632568
	Iteration 62Q: 3 clusters Score -1248617 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1248639.500000 Penalty: 3141.632568
	Iteration 63Q: 3 clusters Score -1248640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1248643.500000 Penalty: 3141.632568
	Iteration 64Q: 3 clusters Score -1248644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1248650.625000 Penalty: 3141.632568
	Iteration 65Q: 3 clusters Score -1248651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1248653.875000 Penalty: 3141.632568
	Iteration 66Q: 3 clusters Score -1248654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1248653.625000 Penalty: 3141.632568
	Iteration 67Q: 3 clusters Score -1248654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1248652.750000 Penalty: 3141.632568
	Iteration 68Q: 3 clusters Score -1248653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1248656.125000 Penalty: 3141.632568
	Iteration 69Q: 3 clusters Score -1248656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1248658.375000 Penalty: 3141.632568
	Iteration 70Q: 3 clusters Score -1248658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1248658.750000 Penalty: 3141.632568
	Iteration 71Q: 3 clusters Score -1248659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1248661.250000 Penalty: 3141.632568
	Iteration 72Q: 3 clusters Score -1248661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1248660.125000 Penalty: 3141.632568
	Iteration 73Q: 3 clusters Score -1248660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1248661.250000 Penalty: 3141.632568
	Iteration 74Q: 3 clusters Score -1248661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1248664.375000 Penalty: 3141.632568
	Iteration 75Q: 3 clusters Score -1248664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1248664.000000 Penalty: 3141.632568
	Iteration 76Q: 3 clusters Score -1248664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1248660.875000 Penalty: 3141.632568
	Iteration 77Q: 3 clusters Score -1248661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1248663.750000 Penalty: 3141.632568
	Iteration 78Q: 3 clusters Score -1248664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1248662.750000 Penalty: 3141.632568
	Iteration 79Q: 3 clusters Score -1248663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1248663.500000 Penalty: 3141.632568
	Iteration 80F: 3 clusters Score -1248664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 55146 members 
Mstep: Class 3 contains 43208 members 
Mstep: Class 4 contains 225053 members 
Mstep: Class 5 contains 3024 members 
Mstep: Class 6 contains 16132 members 
Mstep: Class 7 contains 11860 members 
Mstep: Class 8 contains 2507 members 
Mstep: Class 9 contains 134980 members 
Mstep: Class 10 contains 18265 members 
Mstep: Class 11 contains 14931 members 
Mstep: Class 12 contains 118369 members 
Mstep: Class 13 contains 3916 members 
Mstep: Class 14 contains 560 members 
Mstep: Class 15 contains 14257 members 
Mstep: Class 16 contains 14426 members 
Mstep: Class 17 contains 72248 members 
Mstep: Class 18 contains 63295 members 
Mstep: Class 19 contains 21762 members 
Mstep: Class 20 contains 8770 members 
Mstep: Class 21 contains 7557 members 
Mstep: Class 22 contains 1186 members 
Mstep: Class 23 contains 60961 members 
Mstep: Class 24 contains 6116 members 
Mstep: Class 25 contains 12107 members 
Mstep: Class 26 contains 4989 members 
Mstep: Class 27 contains 1355 members 
Entering Unmasked Estep 
Score: -84299792.000000 Penalty: 60428.800781
Splitting cluster 16 changes total score from -84258880.000000 to -84299792.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (72248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72248 members 
Entering Unmasked Estep 
Score: -6628831.500000 Penalty: 1818.027222
	Iteration 0F: 2 clusters Score -6628832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -6580638.500000 Penalty: 3636.054443
	Iteration 0F: 3 clusters Score -6580638 nChanged 34190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -6602837.000000 Penalty: 3636.054443
	Iteration 1F: 3 clusters Score -6602837 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -6612815.500000 Penalty: 3636.054443
	Iteration 2F: 3 clusters Score -6612816 nChanged 9396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48235 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -6627521.000000 Penalty: 3636.054443
	Iteration 3F: 3 clusters Score -6627521 nChanged 9387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54722 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -6637775.000000 Penalty: 3636.054443
	Iteration 4F: 3 clusters Score -6637775 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58752 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -6642059.500000 Penalty: 3636.054443
	Iteration 5F: 3 clusters Score -6642060 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61100 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -6643758.000000 Penalty: 3636.054443
	Iteration 6Q: 3 clusters Score -6643758 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62598 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -6644584.000000 Penalty: 3636.054443
	Iteration 7Q: 3 clusters Score -6644584 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63634 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -6645046.000000 Penalty: 3636.054443
	Iteration 8Q: 3 clusters Score -6645046 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64402 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -6645332.000000 Penalty: 3636.054443
	Iteration 9Q: 3 clusters Score -6645332 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64925 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -6645489.000000 Penalty: 3636.054443
	Iteration 10Q: 3 clusters Score -6645489 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65326 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -6645596.000000 Penalty: 3636.054443
	Iteration 11Q: 3 clusters Score -6645596 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65604 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -6645654.500000 Penalty: 3636.054443
	Iteration 12Q: 3 clusters Score -6645654 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65803 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -6645672.000000 Penalty: 3636.054443
	Iteration 13Q: 3 clusters Score -6645672 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65928 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -6645690.000000 Penalty: 3636.054443
	Iteration 14Q: 3 clusters Score -6645690 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66022 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -6645697.000000 Penalty: 3636.054443
	Iteration 15Q: 3 clusters Score -6645697 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66094 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -6645705.000000 Penalty: 3636.054443
	Iteration 16Q: 3 clusters Score -6645705 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66148 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -6645722.500000 Penalty: 3636.054443
	Iteration 17Q: 3 clusters Score -6645722 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66191 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -6645717.000000 Penalty: 3636.054443
	Iteration 18Q: 3 clusters Score -6645717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66212 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -6645707.000000 Penalty: 3636.054443
	Iteration 19Q: 3 clusters Score -6645707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66228 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -6645707.000000 Penalty: 3636.054443
	Iteration 20F: 3 clusters Score -6645707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66240 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -6645704.500000 Penalty: 3636.054443
	Iteration 21Q: 3 clusters Score -6645704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66257 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -6645700.000000 Penalty: 3636.054443
	Iteration 22Q: 3 clusters Score -6645700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66274 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -6645707.000000 Penalty: 3636.054443
	Iteration 23Q: 3 clusters Score -6645707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66288 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -6645703.000000 Penalty: 3636.054443
	Iteration 24Q: 3 clusters Score -6645703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66300 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -6645711.500000 Penalty: 3636.054443
	Iteration 25Q: 3 clusters Score -6645712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66306 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -6645712.000000 Penalty: 3636.054443
	Iteration 26Q: 3 clusters Score -6645712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66310 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -6645719.500000 Penalty: 3636.054443
	Iteration 27Q: 3 clusters Score -6645720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66311 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -6645715.500000 Penalty: 3636.054443
	Iteration 28Q: 3 clusters Score -6645716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66314 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -6645716.500000 Penalty: 3636.054443
	Iteration 29Q: 3 clusters Score -6645716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66316 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -6645722.500000 Penalty: 3636.054443
	Iteration 30Q: 3 clusters Score -6645722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66318 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -6645719.000000 Penalty: 3636.054443
	Iteration 31Q: 3 clusters Score -6645719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66322 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -6645728.500000 Penalty: 3636.054443
	Iteration 32Q: 3 clusters Score -6645728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66323 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -6645728.500000 Penalty: 3636.054443
	Iteration 33Q: 3 clusters Score -6645728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66324 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -6645727.500000 Penalty: 3636.054443
	Iteration 34Q: 3 clusters Score -6645728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66324 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -6645727.500000 Penalty: 3636.054443
	Iteration 35F: 3 clusters Score -6645728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 55146 members 
Mstep: Class 3 contains 43208 members 
Mstep: Class 4 contains 225053 members 
Mstep: Class 5 contains 3024 members 
Mstep: Class 6 contains 16132 members 
Mstep: Class 7 contains 11860 members 
Mstep: Class 8 contains 2507 members 
Mstep: Class 9 contains 134980 members 
Mstep: Class 10 contains 18265 members 
Mstep: Class 11 contains 14931 members 
Mstep: Class 12 contains 118369 members 
Mstep: Class 13 contains 3916 members 
Mstep: Class 14 contains 560 members 
Mstep: Class 15 contains 14257 members 
Mstep: Class 16 contains 14426 members 
Mstep: Class 17 contains 66324 members 
Mstep: Class 18 contains 63295 members 
Mstep: Class 19 contains 21762 members 
Mstep: Class 20 contains 8770 members 
Mstep: Class 21 contains 7557 members 
Mstep: Class 22 contains 1186 members 
Mstep: Class 23 contains 60961 members 
Mstep: Class 24 contains 6116 members 
Mstep: Class 25 contains 12107 members 
Mstep: Class 26 contains 4989 members 
Mstep: Class 27 contains 1355 members 
Mstep: Class 28 contains 5924 members 
Entering Unmasked Estep 
Score: -84317256.000000 Penalty: 62666.906250
Splitting cluster 17 changes total score from -84258880.000000 to -84317256.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (63295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63295 members 
Entering Unmasked Estep 
Score: -5782123.000000 Penalty: 1796.528809
	Iteration 0F: 2 clusters Score -5782123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -5739754.500000 Penalty: 3593.057617
	Iteration 0F: 3 clusters Score -5739754 nChanged 29900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -5758093.000000 Penalty: 3593.057617
	Iteration 1F: 3 clusters Score -5758093 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -5759927.000000 Penalty: 3593.057617
	Iteration 2F: 3 clusters Score -5759927 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -5762756.000000 Penalty: 3593.057617
	Iteration 3F: 3 clusters Score -5762756 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46474 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -5766926.500000 Penalty: 3593.057617
	Iteration 4F: 3 clusters Score -5766926 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51237 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -5771602.000000 Penalty: 3593.057617
	Iteration 5F: 3 clusters Score -5771602 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55074 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -5775070.000000 Penalty: 3593.057617
	Iteration 6F: 3 clusters Score -5775070 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57742 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -5777183.000000 Penalty: 3593.057617
	Iteration 7Q: 3 clusters Score -5777183 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59487 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -5778430.000000 Penalty: 3593.057617
	Iteration 8Q: 3 clusters Score -5778430 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60664 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -5779224.000000 Penalty: 3593.057617
	Iteration 9Q: 3 clusters Score -5779224 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61425 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -5779705.500000 Penalty: 3593.057617
	Iteration 10Q: 3 clusters Score -5779706 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61923 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5780066.000000 Penalty: 3593.057617
	Iteration 11Q: 3 clusters Score -5780066 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62225 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5780286.000000 Penalty: 3593.057617
	Iteration 12Q: 3 clusters Score -5780286 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62401 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -5780422.500000 Penalty: 3593.057617
	Iteration 13Q: 3 clusters Score -5780422 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62507 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5780498.000000 Penalty: 3593.057617
	Iteration 14Q: 3 clusters Score -5780498 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62575 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5780533.500000 Penalty: 3593.057617
	Iteration 15Q: 3 clusters Score -5780534 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62627 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5780578.000000 Penalty: 3593.057617
	Iteration 16Q: 3 clusters Score -5780578 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62661 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5780590.000000 Penalty: 3593.057617
	Iteration 17Q: 3 clusters Score -5780590 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62698 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5780616.000000 Penalty: 3593.057617
	Iteration 18Q: 3 clusters Score -5780616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62721 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5780634.500000 Penalty: 3593.057617
	Iteration 19Q: 3 clusters Score -5780634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62742 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5780632.500000 Penalty: 3593.057617
	Iteration 20F: 3 clusters Score -5780632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62758 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5780654.000000 Penalty: 3593.057617
	Iteration 21Q: 3 clusters Score -5780654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62769 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5780654.500000 Penalty: 3593.057617
	Iteration 22Q: 3 clusters Score -5780654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62777 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5780663.000000 Penalty: 3593.057617
	Iteration 23Q: 3 clusters Score -5780663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62787 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5780679.000000 Penalty: 3593.057617
	Iteration 24Q: 3 clusters Score -5780679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62792 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5780680.000000 Penalty: 3593.057617
	Iteration 25Q: 3 clusters Score -5780680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62799 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5780692.000000 Penalty: 3593.057617
	Iteration 26Q: 3 clusters Score -5780692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62804 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5780691.000000 Penalty: 3593.057617
	Iteration 27Q: 3 clusters Score -5780691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62807 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5780693.500000 Penalty: 3593.057617
	Iteration 28Q: 3 clusters Score -5780694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62811 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5780692.500000 Penalty: 3593.057617
	Iteration 29Q: 3 clusters Score -5780692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62814 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5780693.000000 Penalty: 3593.057617
	Iteration 30Q: 3 clusters Score -5780693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62819 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5780697.500000 Penalty: 3593.057617
	Iteration 31Q: 3 clusters Score -5780698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62823 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5780702.500000 Penalty: 3593.057617
	Iteration 32Q: 3 clusters Score -5780702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62824 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5780702.000000 Penalty: 3593.057617
	Iteration 33Q: 3 clusters Score -5780702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62825 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5780694.500000 Penalty: 3593.057617
	Iteration 34Q: 3 clusters Score -5780694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62828 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5780700.500000 Penalty: 3593.057617
	Iteration 35Q: 3 clusters Score -5780700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62828 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5780700.500000 Penalty: 3593.057617
	Iteration 36Q: 3 clusters Score -5780700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62826 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5780710.500000 Penalty: 3593.057617
	Iteration 37Q: 3 clusters Score -5780710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62828 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5780709.000000 Penalty: 3593.057617
	Iteration 38Q: 3 clusters Score -5780709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62828 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5780709.000000 Penalty: 3593.057617
	Iteration 39F: 3 clusters Score -5780709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Entering Unmasked Estep 
Score: -1783244.125000 Penalty: 1623.037109
	Iteration 0F: 2 clusters Score -1783244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1768767.375000 Penalty: 3246.074219
	Iteration 0F: 3 clusters Score -1768767 nChanged 10060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1782362.625000 Penalty: 3246.074219
	Iteration 1F: 3 clusters Score -1782363 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -1794917.750000 Penalty: 3246.074219
	Iteration 2F: 3 clusters Score -1794918 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1798763.250000 Penalty: 3246.074219
	Iteration 3F: 3 clusters Score -1798763 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -1799432.000000 Penalty: 3246.074219
	Iteration 4Q: 3 clusters Score -1799432 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1799924.250000 Penalty: 3246.074219
	Iteration 5Q: 3 clusters Score -1799924 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1800605.000000 Penalty: 3246.074219
	Iteration 6Q: 3 clusters Score -1800605 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1801845.375000 Penalty: 3246.074219
	Iteration 7Q: 3 clusters Score -1801845 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1803203.000000 Penalty: 3246.074219
	Iteration 8Q: 3 clusters Score -1803203 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1803792.000000 Penalty: 3246.074219
	Iteration 9Q: 3 clusters Score -1803792 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1804205.500000 Penalty: 3246.074219
	Iteration 10Q: 3 clusters Score -1804206 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1804519.500000 Penalty: 3246.074219
	Iteration 11Q: 3 clusters Score -1804520 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1804699.750000 Penalty: 3246.074219
	Iteration 12Q: 3 clusters Score -1804700 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1804777.125000 Penalty: 3246.074219
	Iteration 13Q: 3 clusters Score -1804777 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1804808.250000 Penalty: 3246.074219
	Iteration 14Q: 3 clusters Score -1804808 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1804821.625000 Penalty: 3246.074219
	Iteration 15Q: 3 clusters Score -1804822 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1804829.500000 Penalty: 3246.074219
	Iteration 16Q: 3 clusters Score -1804830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1804831.625000 Penalty: 3246.074219
	Iteration 17Q: 3 clusters Score -1804832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1804833.250000 Penalty: 3246.074219
	Iteration 18Q: 3 clusters Score -1804833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1804836.125000 Penalty: 3246.074219
	Iteration 19Q: 3 clusters Score -1804836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1804839.875000 Penalty: 3246.074219
	Iteration 20F: 3 clusters Score -1804840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1804834.375000 Penalty: 3246.074219
	Iteration 21Q: 3 clusters Score -1804834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1804845.500000 Penalty: 3246.074219
	Iteration 22Q: 3 clusters Score -1804846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1804844.875000 Penalty: 3246.074219
	Iteration 23Q: 3 clusters Score -1804845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1804845.000000 Penalty: 3246.074219
	Iteration 24Q: 3 clusters Score -1804845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1804845.250000 Penalty: 3246.074219
	Iteration 25Q: 3 clusters Score -1804845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1804845.250000 Penalty: 3246.074219
	Iteration 26F: 3 clusters Score -1804845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 55146 members 
Mstep: Class 3 contains 43208 members 
Mstep: Class 4 contains 225053 members 
Mstep: Class 5 contains 3024 members 
Mstep: Class 6 contains 16132 members 
Mstep: Class 7 contains 11860 members 
Mstep: Class 8 contains 2507 members 
Mstep: Class 9 contains 134980 members 
Mstep: Class 10 contains 18265 members 
Mstep: Class 11 contains 14931 members 
Mstep: Class 12 contains 118369 members 
Mstep: Class 13 contains 3916 members 
Mstep: Class 14 contains 560 members 
Mstep: Class 15 contains 14257 members 
Mstep: Class 16 contains 14426 members 
Mstep: Class 17 contains 66324 members 
Mstep: Class 18 contains 63295 members 
Mstep: Class 19 contains 9818 members 
Mstep: Class 20 contains 8770 members 
Mstep: Class 21 contains 7557 members 
Mstep: Class 22 contains 1186 members 
Mstep: Class 23 contains 60961 members 
Mstep: Class 24 contains 6116 members 
Mstep: Class 25 contains 12107 members 
Mstep: Class 26 contains 4989 members 
Mstep: Class 27 contains 1355 members 
Mstep: Class 28 contains 5924 members 
Mstep: Class 29 contains 11944 members 
Entering Unmasked Estep 
Score: -84338040.000000 Penalty: 64905.007812
Splitting cluster 19 changes total score from -84258880.000000 to -84338040.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 20 (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: -748103.312500 Penalty: 1475.352417
	Iteration 0F: 2 clusters Score -748103.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -741761.875000 Penalty: 2950.704834
	Iteration 0F: 3 clusters Score -741761.9 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -743770.187500 Penalty: 2950.704834
	Iteration 1F: 3 clusters Score -743770.2 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -744083.750000 Penalty: 2950.704834
	Iteration 2F: 3 clusters Score -744083.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -744415.500000 Penalty: 2950.704834
	Iteration 3F: 3 clusters Score -744415.5 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -744722.562500 Penalty: 2950.704834
	Iteration 4F: 3 clusters Score -744722.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -745007.375000 Penalty: 2950.704834
	Iteration 5F: 3 clusters Score -745007.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -745266.000000 Penalty: 2950.704834
	Iteration 6Q: 3 clusters Score -745266 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -745506.625000 Penalty: 2950.704834
	Iteration 7Q: 3 clusters Score -745506.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -745755.062500 Penalty: 2950.704834
	Iteration 8Q: 3 clusters Score -745755.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -745979.500000 Penalty: 2950.704834
	Iteration 9Q: 3 clusters Score -745979.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -746145.875000 Penalty: 2950.704834
	Iteration 10Q: 3 clusters Score -746145.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -746277.375000 Penalty: 2950.704834
	Iteration 11Q: 3 clusters Score -746277.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -746369.562500 Penalty: 2950.704834
	Iteration 12Q: 3 clusters Score -746369.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -746431.125000 Penalty: 2950.704834
	Iteration 13Q: 3 clusters Score -746431.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -746467.375000 Penalty: 2950.704834
	Iteration 14Q: 3 clusters Score -746467.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -746492.125000 Penalty: 2950.704834
	Iteration 15Q: 3 clusters Score -746492.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -746516.437500 Penalty: 2950.704834
	Iteration 16Q: 3 clusters Score -746516.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -746531.687500 Penalty: 2950.704834
	Iteration 17Q: 3 clusters Score -746531.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -746547.562500 Penalty: 2950.704834
	Iteration 18Q: 3 clusters Score -746547.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -746567.875000 Penalty: 2950.704834
	Iteration 19Q: 3 clusters Score -746567.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -746590.750000 Penalty: 2950.704834
	Iteration 20F: 3 clusters Score -746590.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -746616.250000 Penalty: 2950.704834
	Iteration 21Q: 3 clusters Score -746616.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -746638.500000 Penalty: 2950.704834
	Iteration 22Q: 3 clusters Score -746638.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -746659.250000 Penalty: 2950.704834
	Iteration 23Q: 3 clusters Score -746659.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -746683.687500 Penalty: 2950.704834
	Iteration 24Q: 3 clusters Score -746683.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -746712.312500 Penalty: 2950.704834
	Iteration 25Q: 3 clusters Score -746712.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -746731.937500 Penalty: 2950.704834
	Iteration 26Q: 3 clusters Score -746731.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -746762.875000 Penalty: 2950.704834
	Iteration 27Q: 3 clusters Score -746762.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -746795.250000 Penalty: 2950.704834
	Iteration 28Q: 3 clusters Score -746795.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -746828.750000 Penalty: 2950.704834
	Iteration 29Q: 3 clusters Score -746828.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -746870.750000 Penalty: 2950.704834
	Iteration 30Q: 3 clusters Score -746870.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -746912.500000 Penalty: 2950.704834
	Iteration 31Q: 3 clusters Score -746912.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -746950.937500 Penalty: 2950.704834
	Iteration 32Q: 3 clusters Score -746950.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -746986.875000 Penalty: 2950.704834
	Iteration 33Q: 3 clusters Score -746986.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -747020.375000 Penalty: 2950.704834
	Iteration 34Q: 3 clusters Score -747020.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -747056.000000 Penalty: 2950.704834
	Iteration 35Q: 3 clusters Score -747056 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -747085.062500 Penalty: 2950.704834
	Iteration 36Q: 3 clusters Score -747085.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -747111.500000 Penalty: 2950.704834
	Iteration 37Q: 3 clusters Score -747111.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -747135.437500 Penalty: 2950.704834
	Iteration 38Q: 3 clusters Score -747135.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -747149.937500 Penalty: 2950.704834
	Iteration 39Q: 3 clusters Score -747149.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -747167.000000 Penalty: 2950.704834
	Iteration 40F: 3 clusters Score -747167 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -747181.562500 Penalty: 2950.704834
	Iteration 41Q: 3 clusters Score -747181.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -747189.375000 Penalty: 2950.704834
	Iteration 42Q: 3 clusters Score -747189.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -747192.812500 Penalty: 2950.704834
	Iteration 43Q: 3 clusters Score -747192.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -747199.000000 Penalty: 2950.704834
	Iteration 44Q: 3 clusters Score -747199 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -747204.812500 Penalty: 2950.704834
	Iteration 45Q: 3 clusters Score -747204.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -747208.875000 Penalty: 2950.704834
	Iteration 46Q: 3 clusters Score -747208.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -747209.375000 Penalty: 2950.704834
	Iteration 47Q: 3 clusters Score -747209.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -747209.687500 Penalty: 2950.704834
	Iteration 48Q: 3 clusters Score -747209.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -747211.750000 Penalty: 2950.704834
	Iteration 49Q: 3 clusters Score -747211.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -747212.375000 Penalty: 2950.704834
	Iteration 50Q: 3 clusters Score -747212.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -747212.937500 Penalty: 2950.704834
	Iteration 51Q: 3 clusters Score -747212.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -747214.375000 Penalty: 2950.704834
	Iteration 52Q: 3 clusters Score -747214.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -747214.812500 Penalty: 2950.704834
	Iteration 53Q: 3 clusters Score -747214.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -747213.687500 Penalty: 2950.704834
	Iteration 54Q: 3 clusters Score -747213.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -747213.750000 Penalty: 2950.704834
	Iteration 55Q: 3 clusters Score -747213.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -747215.562500 Penalty: 2950.704834
	Iteration 56Q: 3 clusters Score -747215.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -747215.062500 Penalty: 2950.704834
	Iteration 57Q: 3 clusters Score -747215.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -747215.062500 Penalty: 2950.704834
	Iteration 58F: 3 clusters Score -747215.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 55146 members 
Mstep: Class 3 contains 43208 members 
Mstep: Class 4 contains 225053 members 
Mstep: Class 5 contains 3024 members 
Mstep: Class 6 contains 16132 members 
Mstep: Class 7 contains 11860 members 
Mstep: Class 8 contains 2507 members 
Mstep: Class 10 contains 18265 members 
Mstep: Class 11 contains 14931 members 
Mstep: Class 12 contains 118369 members 
Mstep: Class 13 contains 3916 members 
Mstep: Class 14 contains 560 members 
Mstep: Class 15 contains 14257 members 
Mstep: Class 16 contains 14426 members 
Mstep: Class 17 contains 66324 members 
Mstep: Class 18 contains 63295 members 
Mstep: Class 19 contains 9818 members 
Mstep: Class 20 contains 8770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84351504.000000 Penalty: 64905.007812
Iteration 39Q: 30 clusters Score -8.43515e+07 nChanged 21210
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 54382 members 
Mstep: Class 3 contains 42996 members 
Mstep: Class 4 contains 222605 members 
Mstep: Class 5 contains 3654 members 
Mstep: Class 6 contains 16026 members 
Mstep: Class 7 contains 12007 members 
Mstep: Class 8 contains 2456 members 
Mstep: Class 9 contains 133795 members 
Mstep: Class 10 contains 18015 members 
Mstep: Class 11 contains 15700 members 
Mstep: Class 12 contains 119323 members 
Mstep: Class 13 contains 4128 members 
Mstep: Class 14 contains 650 members 
Mstep: Class 15 contains 15069 members 
Mstep: Class 16 contains 15479 members 
Mstep: Class 17 contains 69715 members 
Mstep: Class 18 contains 62980 members 
Mstep: Class 19 contains 9869 members 
Mstep: Class 20 contains 8876 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 1210 members 
Mstep: Class 23 contains 60099 members 
Mstep: Class 24 contains 5781 members 
Mstep: Class 25 contains 11677 members 
Mstep: Class 26 contains 4985 members 
Mstep: Class 27 contains 1144 members 
Mstep: Class 28 contains 5965 members 
Mstep: Class 29 contains 11792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84364768.000000 Penalty: 64905.007812
Iteration 40F: 30 clusters Score -8.436477e+07 nChanged 15535
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 53790 members 
Mstep: Class 3 contains 42816 members 
Mstep: Class 4 contains 220034 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 15805 members 
Mstep: Class 7 contains 12046 members 
Mstep: Class 8 contains 2348 members 
Mstep: Class 9 contains 132928 members 
Mstep: Class 10 contains 17609 members 
Mstep: Class 11 contains 16276 members 
Mstep: Class 12 contains 118956 members 
Mstep: Class 13 contains 4250 members 
Mstep: Class 14 contains 730 members 
Mstep: Class 15 contains 14580 members 
Mstep: Class 16 contains 16173 members 
Mstep: Class 17 contains 71778 members 
Mstep: Class 18 contains 62537 members 
Mstep: Class 19 contains 9335 members 
Mstep: Class 20 contains 8724 members 
Mstep: Class 21 contains 7454 members 
Mstep: Class 22 contains 1497 members 
Mstep: Class 23 contains 60706 members 
Mstep: Class 24 contains 6547 members 
Mstep: Class 25 contains 11838 members 
Mstep: Class 26 contains 5303 members 
Mstep: Class 27 contains 1316 members 
Mstep: Class 28 contains 6298 members 
Mstep: Class 29 contains 12080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84371592.000000 Penalty: 64905.007812
Iteration 41Q: 30 clusters Score -8.437159e+07 nChanged 10529
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 53317 members 
Mstep: Class 3 contains 42671 members 
Mstep: Class 4 contains 217821 members 
Mstep: Class 5 contains 4585 members 
Mstep: Class 6 contains 15626 members 
Mstep: Class 7 contains 12063 members 
Mstep: Class 8 contains 2264 members 
Mstep: Class 9 contains 132287 members 
Mstep: Class 10 contains 17444 members 
Mstep: Class 11 contains 16774 members 
Mstep: Class 12 contains 118777 members 
Mstep: Class 13 contains 4340 members 
Mstep: Class 14 contains 773 members 
Mstep: Class 15 contains 14539 members 
Mstep: Class 16 contains 16878 members 
Mstep: Class 17 contains 73342 members 
Mstep: Class 18 contains 62206 members 
Mstep: Class 19 contains 8908 members 
Mstep: Class 20 contains 8603 members 
Mstep: Class 21 contains 7529 members 
Mstep: Class 22 contains 1794 members 
Mstep: Class 23 contains 60987 members 
Mstep: Class 24 contains 6971 members 
Mstep: Class 25 contains 11938 members 
Mstep: Class 26 contains 5466 members 
Mstep: Class 27 contains 1437 members 
Mstep: Class 28 contains 6604 members 
Mstep: Class 29 contains 12215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84374968.000000 Penalty: 64905.007812
Iteration 42Q: 30 clusters Score -8.437497e+07 nChanged 8253
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 52952 members 
Mstep: Class 3 contains 42561 members 
Mstep: Class 4 contains 215891 members 
Mstep: Class 5 contains 4980 members 
Mstep: Class 6 contains 15479 members 
Mstep: Class 7 contains 12064 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 131774 members 
Mstep: Class 10 contains 17360 members 
Mstep: Class 11 contains 17139 members 
Mstep: Class 12 contains 118679 members 
Mstep: Class 13 contains 4411 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 14692 members 
Mstep: Class 16 contains 17411 members 
Mstep: Class 17 contains 74672 members 
Mstep: Class 18 contains 61944 members 
Mstep: Class 19 contains 8570 members 
Mstep: Class 20 contains 8495 members 
Mstep: Class 21 contains 7574 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 61098 members 
Mstep: Class 24 contains 7251 members 
Mstep: Class 25 contains 11988 members 
Mstep: Class 26 contains 5568 members 
Mstep: Class 27 contains 1528 members 
Mstep: Class 28 contains 6882 members 
Mstep: Class 29 contains 12340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84377424.000000 Penalty: 64905.007812
Iteration 43Q: 30 clusters Score -8.437742e+07 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 52665 members 
Mstep: Class 3 contains 42470 members 
Mstep: Class 4 contains 214254 members 
Mstep: Class 5 contains 5282 members 
Mstep: Class 6 contains 15383 members 
Mstep: Class 7 contains 12085 members 
Mstep: Class 8 contains 2126 members 
Mstep: Class 9 contains 131343 members 
Mstep: Class 10 contains 17282 members 
Mstep: Class 11 contains 17408 members 
Mstep: Class 12 contains 118611 members 
Mstep: Class 13 contains 4482 members 
Mstep: Class 14 contains 837 members 
Mstep: Class 15 contains 14871 members 
Mstep: Class 16 contains 17804 members 
Mstep: Class 17 contains 75810 members 
Mstep: Class 18 contains 61725 members 
Mstep: Class 19 contains 8313 members 
Mstep: Class 20 contains 8418 members 
Mstep: Class 21 contains 7612 members 
Mstep: Class 22 contains 2204 members 
Mstep: Class 23 contains 61173 members 
Mstep: Class 24 contains 7518 members 
Mstep: Class 25 contains 12047 members 
Mstep: Class 26 contains 5652 members 
Mstep: Class 27 contains 1617 members 
Mstep: Class 28 contains 7110 members 
Mstep: Class 29 contains 12423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84378984.000000 Penalty: 64905.007812
Iteration 44Q: 30 clusters Score -8.437898e+07 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 52440 members 
Mstep: Class 3 contains 42417 members 
Mstep: Class 4 contains 212679 members 
Mstep: Class 5 contains 5531 members 
Mstep: Class 6 contains 15278 members 
Mstep: Class 7 contains 12114 members 
Mstep: Class 8 contains 2076 members 
Mstep: Class 9 contains 130983 members 
Mstep: Class 10 contains 17258 members 
Mstep: Class 11 contains 17626 members 
Mstep: Class 12 contains 118682 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 858 members 
Mstep: Class 15 contains 15065 members 
Mstep: Class 16 contains 18121 members 
Mstep: Class 17 contains 76767 members 
Mstep: Class 18 contains 61591 members 
Mstep: Class 19 contains 8121 members 
Mstep: Class 20 contains 8305 members 
Mstep: Class 21 contains 7635 members 
Mstep: Class 22 contains 2318 members 
Mstep: Class 23 contains 61214 members 
Mstep: Class 24 contains 7709 members 
Mstep: Class 25 contains 12120 members 
Mstep: Class 26 contains 5730 members 
Mstep: Class 27 contains 1700 members 
Mstep: Class 28 contains 7309 members 
Mstep: Class 29 contains 12493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84379528.000000 Penalty: 64905.007812
Iteration 45Q: 30 clusters Score -8.437953e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 52254 members 
Mstep: Class 3 contains 42370 members 
Mstep: Class 4 contains 211274 members 
Mstep: Class 5 contains 5699 members 
Mstep: Class 6 contains 15198 members 
Mstep: Class 7 contains 12140 members 
Mstep: Class 8 contains 2038 members 
Mstep: Class 9 contains 130715 members 
Mstep: Class 10 contains 17241 members 
Mstep: Class 11 contains 17801 members 
Mstep: Class 12 contains 118793 members 
Mstep: Class 13 contains 4591 members 
Mstep: Class 14 contains 870 members 
Mstep: Class 15 contains 15215 members 
Mstep: Class 16 contains 18353 members 
Mstep: Class 17 contains 77679 members 
Mstep: Class 18 contains 61525 members 
Mstep: Class 19 contains 7983 members 
Mstep: Class 20 contains 8210 members 
Mstep: Class 21 contains 7653 members 
Mstep: Class 22 contains 2417 members 
Mstep: Class 23 contains 61221 members 
Mstep: Class 24 contains 7856 members 
Mstep: Class 25 contains 12165 members 
Mstep: Class 26 contains 5782 members 
Mstep: Class 27 contains 1765 members 
Mstep: Class 28 contains 7465 members 
Mstep: Class 29 contains 12550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84380640.000000 Penalty: 64905.007812
Iteration 46Q: 30 clusters Score -8.438064e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 52115 members 
Mstep: Class 3 contains 42344 members 
Mstep: Class 4 contains 209981 members 
Mstep: Class 5 contains 5813 members 
Mstep: Class 6 contains 15127 members 
Mstep: Class 7 contains 12178 members 
Mstep: Class 8 contains 1997 members 
Mstep: Class 9 contains 130495 members 
Mstep: Class 10 contains 17247 members 
Mstep: Class 11 contains 17931 members 
Mstep: Class 12 contains 118886 members 
Mstep: Class 13 contains 4633 members 
Mstep: Class 14 contains 887 members 
Mstep: Class 15 contains 15354 members 
Mstep: Class 16 contains 18524 members 
Mstep: Class 17 contains 78562 members 
Mstep: Class 18 contains 61469 members 
Mstep: Class 19 contains 7886 members 
Mstep: Class 20 contains 8116 members 
Mstep: Class 21 contains 7669 members 
Mstep: Class 22 contains 2483 members 
Mstep: Class 23 contains 61221 members 
Mstep: Class 24 contains 7998 members 
Mstep: Class 25 contains 12190 members 
Mstep: Class 26 contains 5803 members 
Mstep: Class 27 contains 1820 members 
Mstep: Class 28 contains 7608 members 
Mstep: Class 29 contains 12607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84381320.000000 Penalty: 64905.007812
Iteration 47Q: 30 clusters Score -8.438132e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 52010 members 
Mstep: Class 3 contains 42316 members 
Mstep: Class 4 contains 208852 members 
Mstep: Class 5 contains 5929 members 
Mstep: Class 6 contains 15058 members 
Mstep: Class 7 contains 12220 members 
Mstep: Class 8 contains 1947 members 
Mstep: Class 9 contains 130314 members 
Mstep: Class 10 contains 17273 members 
Mstep: Class 11 contains 18026 members 
Mstep: Class 12 contains 118967 members 
Mstep: Class 13 contains 4680 members 
Mstep: Class 14 contains 898 members 
Mstep: Class 15 contains 15490 members 
Mstep: Class 16 contains 18688 members 
Mstep: Class 17 contains 79343 members 
Mstep: Class 18 contains 61414 members 
Mstep: Class 19 contains 7810 members 
Mstep: Class 20 contains 8030 members 
Mstep: Class 21 contains 7686 members 
Mstep: Class 22 contains 2525 members 
Mstep: Class 23 contains 61210 members 
Mstep: Class 24 contains 8100 members 
Mstep: Class 25 contains 12209 members 
Mstep: Class 26 contains 5825 members 
Mstep: Class 27 contains 1872 members 
Mstep: Class 28 contains 7716 members 
Mstep: Class 29 contains 12647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84381952.000000 Penalty: 64905.007812
Iteration 48Q: 30 clusters Score -8.438195e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 51916 members 
Mstep: Class 3 contains 42302 members 
Mstep: Class 4 contains 207810 members 
Mstep: Class 5 contains 6040 members 
Mstep: Class 6 contains 15013 members 
Mstep: Class 7 contains 12264 members 
Mstep: Class 8 contains 1895 members 
Mstep: Class 9 contains 130151 members 
Mstep: Class 10 contains 17307 members 
Mstep: Class 11 contains 18118 members 
Mstep: Class 12 contains 119067 members 
Mstep: Class 13 contains 4727 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 15619 members 
Mstep: Class 16 contains 18829 members 
Mstep: Class 17 contains 80073 members 
Mstep: Class 18 contains 61362 members 
Mstep: Class 19 contains 7747 members 
Mstep: Class 20 contains 7949 members 
Mstep: Class 21 contains 7705 members 
Mstep: Class 22 contains 2562 members 
Mstep: Class 23 contains 61185 members 
Mstep: Class 24 contains 8197 members 
Mstep: Class 25 contains 12204 members 
Mstep: Class 26 contains 5831 members 
Mstep: Class 27 contains 1906 members 
Mstep: Class 28 contains 7793 members 
Mstep: Class 29 contains 12678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84382496.000000 Penalty: 64905.007812
Iteration 49Q: 30 clusters Score -8.43825e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 51831 members 
Mstep: Class 3 contains 42296 members 
Mstep: Class 4 contains 206901 members 
Mstep: Class 5 contains 6116 members 
Mstep: Class 6 contains 14979 members 
Mstep: Class 7 contains 12310 members 
Mstep: Class 8 contains 1849 members 
Mstep: Class 9 contains 130017 members 
Mstep: Class 10 contains 17354 members 
Mstep: Class 11 contains 18200 members 
Mstep: Class 12 contains 119187 members 
Mstep: Class 13 contains 4763 members 
Mstep: Class 14 contains 926 members 
Mstep: Class 15 contains 15722 members 
Mstep: Class 16 contains 18931 members 
Mstep: Class 17 contains 80674 members 
Mstep: Class 18 contains 61308 members 
Mstep: Class 19 contains 7693 members 
Mstep: Class 20 contains 7890 members 
Mstep: Class 21 contains 7723 members 
Mstep: Class 22 contains 2587 members 
Mstep: Class 23 contains 61163 members 
Mstep: Class 24 contains 8288 members 
Mstep: Class 25 contains 12201 members 
Mstep: Class 26 contains 5837 members 
Mstep: Class 27 contains 1936 members 
Mstep: Class 28 contains 7869 members 
Mstep: Class 29 contains 12710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84382616.000000 Penalty: 64905.007812
Iteration 50Q: 30 clusters Score -8.438262e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 51774 members 
Mstep: Class 3 contains 42280 members 
Mstep: Class 4 contains 206085 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 14958 members 
Mstep: Class 7 contains 12347 members 
Mstep: Class 8 contains 1813 members 
Mstep: Class 9 contains 129915 members 
Mstep: Class 10 contains 17399 members 
Mstep: Class 11 contains 18254 members 
Mstep: Class 12 contains 119316 members 
Mstep: Class 13 contains 4788 members 
Mstep: Class 14 contains 935 members 
Mstep: Class 15 contains 15806 members 
Mstep: Class 16 contains 19014 members 
Mstep: Class 17 contains 81162 members 
Mstep: Class 18 contains 61265 members 
Mstep: Class 19 contains 7657 members 
Mstep: Class 20 contains 7844 members 
Mstep: Class 21 contains 7743 members 
Mstep: Class 22 contains 2601 members 
Mstep: Class 23 contains 61170 members 
Mstep: Class 24 contains 8346 members 
Mstep: Class 25 contains 12197 members 
Mstep: Class 26 contains 5840 members 
Mstep: Class 27 contains 1975 members 
Mstep: Class 28 contains 7946 members 
Mstep: Class 29 contains 12731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84382704.000000 Penalty: 64905.007812
Iteration 51Q: 30 clusters Score -8.43827e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 51727 members 
Mstep: Class 3 contains 42280 members 
Mstep: Class 4 contains 205285 members 
Mstep: Class 5 contains 6255 members 
Mstep: Class 6 contains 14936 members 
Mstep: Class 7 contains 12387 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 9 contains 129803 members 
Mstep: Class 10 contains 17473 members 
Mstep: Class 11 contains 18296 members 
Mstep: Class 12 contains 119507 members 
Mstep: Class 13 contains 4812 members 
Mstep: Class 14 contains 939 members 
Mstep: Class 15 contains 15874 members 
Mstep: Class 16 contains 19095 members 
Mstep: Class 17 contains 81613 members 
Mstep: Class 18 contains 61231 members 
Mstep: Class 19 contains 7632 members 
Mstep: Class 20 contains 7802 members 
Mstep: Class 21 contains 7741 members 
Mstep: Class 22 contains 2612 members 
Mstep: Class 23 contains 61149 members 
Mstep: Class 24 contains 8400 members 
Mstep: Class 25 contains 12195 members 
Mstep: Class 26 contains 5845 members 
Mstep: Class 27 contains 1997 members 
Mstep: Class 28 contains 8004 members 
Mstep: Class 29 contains 12749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84382912.000000 Penalty: 64905.007812
Iteration 52Q: 30 clusters Score -8.438291e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 51699 members 
Mstep: Class 3 contains 42268 members 
Mstep: Class 4 contains 204558 members 
Mstep: Class 5 contains 6307 members 
Mstep: Class 6 contains 14910 members 
Mstep: Class 7 contains 12434 members 
Mstep: Class 8 contains 1776 members 
Mstep: Class 9 contains 129717 members 
Mstep: Class 10 contains 17583 members 
Mstep: Class 11 contains 18319 members 
Mstep: Class 12 contains 119675 members 
Mstep: Class 13 contains 4827 members 
Mstep: Class 14 contains 944 members 
Mstep: Class 15 contains 15930 members 
Mstep: Class 16 contains 19165 members 
Mstep: Class 17 contains 81998 members 
Mstep: Class 18 contains 61201 members 
Mstep: Class 19 contains 7608 members 
Mstep: Class 20 contains 7771 members 
Mstep: Class 21 contains 7743 members 
Mstep: Class 22 contains 2618 members 
Mstep: Class 23 contains 61129 members 
Mstep: Class 24 contains 8447 members 
Mstep: Class 25 contains 12195 members 
Mstep: Class 26 contains 5857 members 
Mstep: Class 27 contains 2023 members 
Mstep: Class 28 contains 8053 members 
Mstep: Class 29 contains 12758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84383280.000000 Penalty: 64905.007812
Iteration 53Q: 30 clusters Score -8.438328e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 51675 members 
Mstep: Class 3 contains 42260 members 
Mstep: Class 4 contains 203883 members 
Mstep: Class 5 contains 6351 members 
Mstep: Class 6 contains 14889 members 
Mstep: Class 7 contains 12477 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 9 contains 129625 members 
Mstep: Class 10 contains 17727 members 
Mstep: Class 11 contains 18340 members 
Mstep: Class 12 contains 119810 members 
Mstep: Class 13 contains 4847 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 15990 members 
Mstep: Class 16 contains 19225 members 
Mstep: Class 17 contains 82349 members 
Mstep: Class 18 contains 61176 members 
Mstep: Class 19 contains 7595 members 
Mstep: Class 20 contains 7742 members 
Mstep: Class 21 contains 7749 members 
Mstep: Class 22 contains 2625 members 
Mstep: Class 23 contains 61107 members 
Mstep: Class 24 contains 8483 members 
Mstep: Class 25 contains 12207 members 
Mstep: Class 26 contains 5858 members 
Mstep: Class 27 contains 2035 members 
Mstep: Class 28 contains 8087 members 
Mstep: Class 29 contains 12768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84383400.000000 Penalty: 64905.007812
Iteration 54Q: 30 clusters Score -8.43834e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 51657 members 
Mstep: Class 3 contains 42250 members 
Mstep: Class 4 contains 203250 members 
Mstep: Class 5 contains 6388 members 
Mstep: Class 6 contains 14881 members 
Mstep: Class 7 contains 12513 members 
Mstep: Class 8 contains 1762 members 
Mstep: Class 9 contains 129553 members 
Mstep: Class 10 contains 17904 members 
Mstep: Class 11 contains 18358 members 
Mstep: Class 12 contains 119943 members 
Mstep: Class 13 contains 4863 members 
Mstep: Class 14 contains 946 members 
Mstep: Class 15 contains 16029 members 
Mstep: Class 16 contains 19286 members 
Mstep: Class 17 contains 82655 members 
Mstep: Class 18 contains 61163 members 
Mstep: Class 19 contains 7589 members 
Mstep: Class 20 contains 7698 members 
Mstep: Class 21 contains 7757 members 
Mstep: Class 22 contains 2628 members 
Mstep: Class 23 contains 61092 members 
Mstep: Class 24 contains 8507 members 
Mstep: Class 25 contains 12205 members 
Mstep: Class 26 contains 5862 members 
Mstep: Class 27 contains 2042 members 
Mstep: Class 28 contains 8118 members 
Mstep: Class 29 contains 12771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84383584.000000 Penalty: 64905.007812
Iteration 55Q: 30 clusters Score -8.438358e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 51639 members 
Mstep: Class 3 contains 42251 members 
Mstep: Class 4 contains 202619 members 
Mstep: Class 5 contains 6417 members 
Mstep: Class 6 contains 14874 members 
Mstep: Class 7 contains 12550 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 129503 members 
Mstep: Class 10 contains 18086 members 
Mstep: Class 11 contains 18373 members 
Mstep: Class 12 contains 120072 members 
Mstep: Class 13 contains 4875 members 
Mstep: Class 14 contains 947 members 
Mstep: Class 15 contains 16063 members 
Mstep: Class 16 contains 19339 members 
Mstep: Class 17 contains 82907 members 
Mstep: Class 18 contains 61151 members 
Mstep: Class 19 contains 7581 members 
Mstep: Class 20 contains 7668 members 
Mstep: Class 21 contains 7758 members 
Mstep: Class 22 contains 2633 members 
Mstep: Class 23 contains 61082 members 
Mstep: Class 24 contains 8532 members 
Mstep: Class 25 contains 12193 members 
Mstep: Class 26 contains 5872 members 
Mstep: Class 27 contains 2051 members 
Mstep: Class 28 contains 8158 members 
Mstep: Class 29 contains 12778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84383840.000000 Penalty: 64905.007812
Iteration 56Q: 30 clusters Score -8.438384e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 51620 members 
Mstep: Class 3 contains 42249 members 
Mstep: Class 4 contains 202018 members 
Mstep: Class 5 contains 6451 members 
Mstep: Class 6 contains 14870 members 
Mstep: Class 7 contains 12570 members 
Mstep: Class 8 contains 1745 members 
Mstep: Class 9 contains 129459 members 
Mstep: Class 10 contains 18270 members 
Mstep: Class 11 contains 18388 members 
Mstep: Class 12 contains 120220 members 
Mstep: Class 13 contains 4891 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 16093 members 
Mstep: Class 16 contains 19402 members 
Mstep: Class 17 contains 83131 members 
Mstep: Class 18 contains 61137 members 
Mstep: Class 19 contains 7575 members 
Mstep: Class 20 contains 7644 members 
Mstep: Class 21 contains 7762 members 
Mstep: Class 22 contains 2639 members 
Mstep: Class 23 contains 61078 members 
Mstep: Class 24 contains 8547 members 
Mstep: Class 25 contains 12177 members 
Mstep: Class 26 contains 5875 members 
Mstep: Class 27 contains 2061 members 
Mstep: Class 28 contains 8191 members 
Mstep: Class 29 contains 12781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84383880.000000 Penalty: 64905.007812
Iteration 57Q: 30 clusters Score -8.438388e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 51607 members 
Mstep: Class 3 contains 42241 members 
Mstep: Class 4 contains 201458 members 
Mstep: Class 5 contains 6480 members 
Mstep: Class 6 contains 14858 members 
Mstep: Class 7 contains 12592 members 
Mstep: Class 8 contains 1733 members 
Mstep: Class 9 contains 129411 members 
Mstep: Class 10 contains 18480 members 
Mstep: Class 11 contains 18399 members 
Mstep: Class 12 contains 120359 members 
Mstep: Class 13 contains 4905 members 
Mstep: Class 14 contains 955 members 
Mstep: Class 15 contains 16124 members 
Mstep: Class 16 contains 19479 members 
Mstep: Class 17 contains 83301 members 
Mstep: Class 18 contains 61124 members 
Mstep: Class 19 contains 7562 members 
Mstep: Class 20 contains 7613 members 
Mstep: Class 21 contains 7771 members 
Mstep: Class 22 contains 2642 members 
Mstep: Class 23 contains 61074 members 
Mstep: Class 24 contains 8559 members 
Mstep: Class 25 contains 12163 members 
Mstep: Class 26 contains 5875 members 
Mstep: Class 27 contains 2073 members 
Mstep: Class 28 contains 8218 members 
Mstep: Class 29 contains 12784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84383992.000000 Penalty: 64905.007812
Iteration 58Q: 30 clusters Score -8.438399e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 51595 members 
Mstep: Class 3 contains 42227 members 
Mstep: Class 4 contains 200977 members 
Mstep: Class 5 contains 6506 members 
Mstep: Class 6 contains 14848 members 
Mstep: Class 7 contains 12614 members 
Mstep: Class 8 contains 1721 members 
Mstep: Class 9 contains 129348 members 
Mstep: Class 10 contains 18655 members 
Mstep: Class 11 contains 18411 members 
Mstep: Class 12 contains 120482 members 
Mstep: Class 13 contains 4920 members 
Mstep: Class 14 contains 957 members 
Mstep: Class 15 contains 16157 members 
Mstep: Class 16 contains 19530 members 
Mstep: Class 17 contains 83467 members 
Mstep: Class 18 contains 61111 members 
Mstep: Class 19 contains 7553 members 
Mstep: Class 20 contains 7588 members 
Mstep: Class 21 contains 7774 members 
Mstep: Class 22 contains 2644 members 
Mstep: Class 23 contains 61069 members 
Mstep: Class 24 contains 8569 members 
Mstep: Class 25 contains 12163 members 
Mstep: Class 26 contains 5877 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 8236 members 
Mstep: Class 29 contains 12790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84384048.000000 Penalty: 64905.007812
Iteration 59Q: 30 clusters Score -8.438405e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 51589 members 
Mstep: Class 3 contains 42218 members 
Mstep: Class 4 contains 200496 members 
Mstep: Class 5 contains 6531 members 
Mstep: Class 6 contains 14838 members 
Mstep: Class 7 contains 12639 members 
Mstep: Class 8 contains 1710 members 
Mstep: Class 9 contains 129288 members 
Mstep: Class 10 contains 18853 members 
Mstep: Class 11 contains 18417 members 
Mstep: Class 12 contains 120610 members 
Mstep: Class 13 contains 4935 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 16194 members 
Mstep: Class 16 contains 19582 members 
Mstep: Class 17 contains 83622 members 
Mstep: Class 18 contains 61107 members 
Mstep: Class 19 contains 7538 members 
Mstep: Class 20 contains 7550 members 
Mstep: Class 21 contains 7770 members 
Mstep: Class 22 contains 2646 members 
Mstep: Class 23 contains 61050 members 
Mstep: Class 24 contains 8580 members 
Mstep: Class 25 contains 12155 members 
Mstep: Class 26 contains 5882 members 
Mstep: Class 27 contains 2084 members 
Mstep: Class 28 contains 8253 members 
Mstep: Class 29 contains 12790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84384760.000000 Penalty: 64905.007812
Iteration 60F: 30 clusters Score -8.438476e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 51586 members 
Mstep: Class 3 contains 42209 members 
Mstep: Class 4 contains 200025 members 
Mstep: Class 5 contains 6570 members 
Mstep: Class 6 contains 14834 members 
Mstep: Class 7 contains 12651 members 
Mstep: Class 8 contains 1686 members 
Mstep: Class 9 contains 129228 members 
Mstep: Class 10 contains 19067 members 
Mstep: Class 11 contains 18419 members 
Mstep: Class 12 contains 120715 members 
Mstep: Class 13 contains 4943 members 
Mstep: Class 14 contains 1011 members 
Mstep: Class 15 contains 16203 members 
Mstep: Class 16 contains 19622 members 
Mstep: Class 17 contains 83759 members 
Mstep: Class 18 contains 61098 members 
Mstep: Class 19 contains 7411 members 
Mstep: Class 20 contains 7515 members 
Mstep: Class 21 contains 7767 members 
Mstep: Class 22 contains 2811 members 
Mstep: Class 23 contains 61033 members 
Mstep: Class 24 contains 8605 members 
Mstep: Class 25 contains 12143 members 
Mstep: Class 26 contains 5882 members 
Mstep: Class 27 contains 2140 members 
Mstep: Class 28 contains 8273 members 
Mstep: Class 29 contains 12699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84385256.000000 Penalty: 64905.007812
Iteration 61Q: 30 clusters Score -8.438526e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 51584 members 
Mstep: Class 3 contains 42204 members 
Mstep: Class 4 contains 199565 members 
Mstep: Class 5 contains 6607 members 
Mstep: Class 6 contains 14833 members 
Mstep: Class 7 contains 12649 members 
Mstep: Class 8 contains 1663 members 
Mstep: Class 9 contains 129182 members 
Mstep: Class 10 contains 19258 members 
Mstep: Class 11 contains 18418 members 
Mstep: Class 12 contains 120819 members 
Mstep: Class 13 contains 4963 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 16216 members 
Mstep: Class 16 contains 19676 members 
Mstep: Class 17 contains 83893 members 
Mstep: Class 18 contains 61086 members 
Mstep: Class 19 contains 7289 members 
Mstep: Class 20 contains 7483 members 
Mstep: Class 21 contains 7766 members 
Mstep: Class 22 contains 2936 members 
Mstep: Class 23 contains 61023 members 
Mstep: Class 24 contains 8620 members 
Mstep: Class 25 contains 12146 members 
Mstep: Class 26 contains 5881 members 
Mstep: Class 27 contains 2187 members 
Mstep: Class 28 contains 8284 members 
Mstep: Class 29 contains 12653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84385608.000000 Penalty: 64905.007812
Iteration 62Q: 30 clusters Score -8.438561e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 51583 members 
Mstep: Class 3 contains 42200 members 
Mstep: Class 4 contains 199159 members 
Mstep: Class 5 contains 6648 members 
Mstep: Class 6 contains 14827 members 
Mstep: Class 7 contains 12659 members 
Mstep: Class 8 contains 1644 members 
Mstep: Class 9 contains 129124 members 
Mstep: Class 10 contains 19447 members 
Mstep: Class 11 contains 18412 members 
Mstep: Class 12 contains 120889 members 
Mstep: Class 13 contains 4984 members 
Mstep: Class 14 contains 1054 members 
Mstep: Class 15 contains 16236 members 
Mstep: Class 16 contains 19739 members 
Mstep: Class 17 contains 84031 members 
Mstep: Class 18 contains 61065 members 
Mstep: Class 19 contains 7182 members 
Mstep: Class 20 contains 7453 members 
Mstep: Class 21 contains 7761 members 
Mstep: Class 22 contains 3043 members 
Mstep: Class 23 contains 61004 members 
Mstep: Class 24 contains 8614 members 
Mstep: Class 25 contains 12155 members 
Mstep: Class 26 contains 5881 members 
Mstep: Class 27 contains 2249 members 
Mstep: Class 28 contains 8295 members 
Mstep: Class 29 contains 12610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84385888.000000 Penalty: 64905.007812
Iteration 63Q: 30 clusters Score -8.438589e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 51580 members 
Mstep: Class 3 contains 42192 members 
Mstep: Class 4 contains 198758 members 
Mstep: Class 5 contains 6677 members 
Mstep: Class 6 contains 14821 members 
Mstep: Class 7 contains 12669 members 
Mstep: Class 8 contains 1626 members 
Mstep: Class 9 contains 129076 members 
Mstep: Class 10 contains 19684 members 
Mstep: Class 11 contains 18412 members 
Mstep: Class 12 contains 120967 members 
Mstep: Class 13 contains 5002 members 
Mstep: Class 14 contains 1068 members 
Mstep: Class 15 contains 16257 members 
Mstep: Class 16 contains 19778 members 
Mstep: Class 17 contains 84145 members 
Mstep: Class 18 contains 61052 members 
Mstep: Class 19 contains 7113 members 
Mstep: Class 20 contains 7434 members 
Mstep: Class 21 contains 7754 members 
Mstep: Class 22 contains 3095 members 
Mstep: Class 23 contains 60989 members 
Mstep: Class 24 contains 8601 members 
Mstep: Class 25 contains 12146 members 
Mstep: Class 26 contains 5886 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 8303 members 
Mstep: Class 29 contains 12587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84386152.000000 Penalty: 64905.007812
Iteration 64Q: 30 clusters Score -8.438615e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 51578 members 
Mstep: Class 3 contains 42186 members 
Mstep: Class 4 contains 198372 members 
Mstep: Class 5 contains 6701 members 
Mstep: Class 6 contains 14815 members 
Mstep: Class 7 contains 12682 members 
Mstep: Class 8 contains 1605 members 
Mstep: Class 9 contains 129014 members 
Mstep: Class 10 contains 19909 members 
Mstep: Class 11 contains 18410 members 
Mstep: Class 12 contains 121030 members 
Mstep: Class 13 contains 5018 members 
Mstep: Class 14 contains 1097 members 
Mstep: Class 15 contains 16281 members 
Mstep: Class 16 contains 19827 members 
Mstep: Class 17 contains 84258 members 
Mstep: Class 18 contains 61038 members 
Mstep: Class 19 contains 7071 members 
Mstep: Class 20 contains 7423 members 
Mstep: Class 21 contains 7753 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 60976 members 
Mstep: Class 24 contains 8581 members 
Mstep: Class 25 contains 12145 members 
Mstep: Class 26 contains 5884 members 
Mstep: Class 27 contains 2329 members 
Mstep: Class 28 contains 8303 members 
Mstep: Class 29 contains 12579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84386352.000000 Penalty: 64905.007812
Iteration 65Q: 30 clusters Score -8.438635e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 51571 members 
Mstep: Class 3 contains 42177 members 
Mstep: Class 4 contains 198057 members 
Mstep: Class 5 contains 6729 members 
Mstep: Class 6 contains 14807 members 
Mstep: Class 7 contains 12676 members 
Mstep: Class 8 contains 1583 members 
Mstep: Class 9 contains 128966 members 
Mstep: Class 10 contains 20139 members 
Mstep: Class 11 contains 18414 members 
Mstep: Class 12 contains 121076 members 
Mstep: Class 13 contains 5032 members 
Mstep: Class 14 contains 1106 members 
Mstep: Class 15 contains 16306 members 
Mstep: Class 16 contains 19854 members 
Mstep: Class 17 contains 84359 members 
Mstep: Class 18 contains 61031 members 
Mstep: Class 19 contains 7034 members 
Mstep: Class 20 contains 7405 members 
Mstep: Class 21 contains 7750 members 
Mstep: Class 22 contains 3178 members 
Mstep: Class 23 contains 60962 members 
Mstep: Class 24 contains 8565 members 
Mstep: Class 25 contains 12141 members 
Mstep: Class 26 contains 5886 members 
Mstep: Class 27 contains 2362 members 
Mstep: Class 28 contains 8306 members 
Mstep: Class 29 contains 12567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84386504.000000 Penalty: 64905.007812
Iteration 66Q: 30 clusters Score -8.43865e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 51565 members 
Mstep: Class 3 contains 42180 members 
Mstep: Class 4 contains 197758 members 
Mstep: Class 5 contains 6750 members 
Mstep: Class 6 contains 14800 members 
Mstep: Class 7 contains 12666 members 
Mstep: Class 8 contains 1567 members 
Mstep: Class 9 contains 128915 members 
Mstep: Class 10 contains 20327 members 
Mstep: Class 11 contains 18421 members 
Mstep: Class 12 contains 121131 members 
Mstep: Class 13 contains 5055 members 
Mstep: Class 14 contains 1111 members 
Mstep: Class 15 contains 16325 members 
Mstep: Class 16 contains 19888 members 
Mstep: Class 17 contains 84444 members 
Mstep: Class 18 contains 61027 members 
Mstep: Class 19 contains 7006 members 
Mstep: Class 20 contains 7387 members 
Mstep: Class 21 contains 7743 members 
Mstep: Class 22 contains 3198 members 
Mstep: Class 23 contains 60955 members 
Mstep: Class 24 contains 8555 members 
Mstep: Class 25 contains 12142 members 
Mstep: Class 26 contains 5890 members 
Mstep: Class 27 contains 2385 members 
Mstep: Class 28 contains 8311 members 
Mstep: Class 29 contains 12565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84386352.000000 Penalty: 64905.007812
Iteration 67Q: 30 clusters Score -8.438635e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 51563 members 
Mstep: Class 3 contains 42188 members 
Mstep: Class 4 contains 197441 members 
Mstep: Class 5 contains 6766 members 
Mstep: Class 6 contains 14796 members 
Mstep: Class 7 contains 12650 members 
Mstep: Class 8 contains 1548 members 
Mstep: Class 9 contains 128861 members 
Mstep: Class 10 contains 20535 members 
Mstep: Class 11 contains 18421 members 
Mstep: Class 12 contains 121189 members 
Mstep: Class 13 contains 5086 members 
Mstep: Class 14 contains 1130 members 
Mstep: Class 15 contains 16337 members 
Mstep: Class 16 contains 19921 members 
Mstep: Class 17 contains 84523 members 
Mstep: Class 18 contains 61019 members 
Mstep: Class 19 contains 6978 members 
Mstep: Class 20 contains 7365 members 
Mstep: Class 21 contains 7727 members 
Mstep: Class 22 contains 3212 members 
Mstep: Class 23 contains 60950 members 
Mstep: Class 24 contains 8540 members 
Mstep: Class 25 contains 12143 members 
Mstep: Class 26 contains 5899 members 
Mstep: Class 27 contains 2420 members 
Mstep: Class 28 contains 8315 members 
Mstep: Class 29 contains 12566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84386600.000000 Penalty: 64905.007812
Iteration 68Q: 30 clusters Score -8.43866e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 51561 members 
Mstep: Class 3 contains 42194 members 
Mstep: Class 4 contains 197135 members 
Mstep: Class 5 contains 6776 members 
Mstep: Class 6 contains 14793 members 
Mstep: Class 7 contains 12635 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 128812 members 
Mstep: Class 10 contains 20767 members 
Mstep: Class 11 contains 18422 members 
Mstep: Class 12 contains 121255 members 
Mstep: Class 13 contains 5102 members 
Mstep: Class 14 contains 1135 members 
Mstep: Class 15 contains 16345 members 
Mstep: Class 16 contains 19955 members 
Mstep: Class 17 contains 84596 members 
Mstep: Class 18 contains 61011 members 
Mstep: Class 19 contains 6941 members 
Mstep: Class 20 contains 7339 members 
Mstep: Class 21 contains 7716 members 
Mstep: Class 22 contains 3229 members 
Mstep: Class 23 contains 60948 members 
Mstep: Class 24 contains 8524 members 
Mstep: Class 25 contains 12134 members 
Mstep: Class 26 contains 5898 members 
Mstep: Class 27 contains 2472 members 
Mstep: Class 28 contains 8314 members 
Mstep: Class 29 contains 12571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84386800.000000 Penalty: 64905.007812
Iteration 69Q: 30 clusters Score -8.43868e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 51560 members 
Mstep: Class 3 contains 42183 members 
Mstep: Class 4 contains 196843 members 
Mstep: Class 5 contains 6787 members 
Mstep: Class 6 contains 14792 members 
Mstep: Class 7 contains 12611 members 
Mstep: Class 8 contains 1518 members 
Mstep: Class 9 contains 128758 members 
Mstep: Class 10 contains 21026 members 
Mstep: Class 11 contains 18423 members 
Mstep: Class 12 contains 121319 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 1146 members 
Mstep: Class 15 contains 16355 members 
Mstep: Class 16 contains 19982 members 
Mstep: Class 17 contains 84654 members 
Mstep: Class 18 contains 61009 members 
Mstep: Class 19 contains 6908 members 
Mstep: Class 20 contains 7300 members 
Mstep: Class 21 contains 7717 members 
Mstep: Class 22 contains 3243 members 
Mstep: Class 23 contains 60940 members 
Mstep: Class 24 contains 8506 members 
Mstep: Class 25 contains 12127 members 
Mstep: Class 26 contains 5900 members 
Mstep: Class 27 contains 2531 members 
Mstep: Class 28 contains 8315 members 
Mstep: Class 29 contains 12564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84386824.000000 Penalty: 64905.007812
Iteration 70Q: 30 clusters Score -8.438682e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 51559 members 
Mstep: Class 3 contains 42172 members 
Mstep: Class 4 contains 196566 members 
Mstep: Class 5 contains 6805 members 
Mstep: Class 6 contains 14790 members 
Mstep: Class 7 contains 12574 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 128710 members 
Mstep: Class 10 contains 21294 members 
Mstep: Class 11 contains 18425 members 
Mstep: Class 12 contains 121361 members 
Mstep: Class 13 contains 5118 members 
Mstep: Class 14 contains 1149 members 
Mstep: Class 15 contains 16358 members 
Mstep: Class 16 contains 19994 members 
Mstep: Class 17 contains 84713 members 
Mstep: Class 18 contains 61008 members 
Mstep: Class 19 contains 6879 members 
Mstep: Class 20 contains 7277 members 
Mstep: Class 21 contains 7718 members 
Mstep: Class 22 contains 3256 members 
Mstep: Class 23 contains 60938 members 
Mstep: Class 24 contains 8479 members 
Mstep: Class 25 contains 12134 members 
Mstep: Class 26 contains 5901 members 
Mstep: Class 27 contains 2583 members 
Mstep: Class 28 contains 8318 members 
Mstep: Class 29 contains 12558 members 
Entering Unmasked Estep 
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Score: -84387064.000000 Penalty: 64905.007812
Iteration 71Q: 30 clusters Score -8.438706e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 51559 members 
Mstep: Class 3 contains 42174 members 
Mstep: Class 4 contains 196270 members 
Mstep: Class 5 contains 6814 members 
Mstep: Class 6 contains 14790 members 
Mstep: Class 7 contains 12534 members 
Mstep: Class 8 contains 1505 members 
Mstep: Class 9 contains 128662 members 
Mstep: Class 10 contains 21574 members 
Mstep: Class 11 contains 18425 members 
Mstep: Class 12 contains 121399 members 
Mstep: Class 13 contains 5117 members 
Mstep: Class 14 contains 1154 members 
Mstep: Class 15 contains 16363 members 
Mstep: Class 16 contains 20007 members 
Mstep: Class 17 contains 84765 members 
Mstep: Class 18 contains 61013 members 
Mstep: Class 19 contains 6863 members 
Mstep: Class 20 contains 7258 members 
Mstep: Class 21 contains 7717 members 
Mstep: Class 22 contains 3264 members 
Mstep: Class 23 contains 60934 members 
Mstep: Class 24 contains 8455 members 
Mstep: Class 25 contains 12129 members 
Mstep: Class 26 contains 5901 members 
Mstep: Class 27 contains 2636 members 
Mstep: Class 28 contains 8321 members 
Mstep: Class 29 contains 12558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84387112.000000 Penalty: 64905.007812
Iteration 72Q: 30 clusters Score -8.438711e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 51558 members 
Mstep: Class 3 contains 42168 members 
Mstep: Class 4 contains 195950 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 14786 members 
Mstep: Class 7 contains 12479 members 
Mstep: Class 8 contains 1501 members 
Mstep: Class 9 contains 128620 members 
Mstep: Class 10 contains 21900 members 
Mstep: Class 11 contains 18428 members 
Mstep: Class 12 contains 121433 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 1150 members 
Mstep: Class 15 contains 16375 members 
Mstep: Class 16 contains 20038 members 
Mstep: Class 17 contains 84829 members 
Mstep: Class 18 contains 61023 members 
Mstep: Class 19 contains 6839 members 
Mstep: Class 20 contains 7225 members 
Mstep: Class 21 contains 7718 members 
Mstep: Class 22 contains 3273 members 
Mstep: Class 23 contains 60931 members 
Mstep: Class 24 contains 8430 members 
Mstep: Class 25 contains 12118 members 
Mstep: Class 26 contains 5902 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 8325 members 
Mstep: Class 29 contains 12558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84387016.000000 Penalty: 64905.007812
Iteration 73Q: 30 clusters Score -8.438702e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 51558 members 
Mstep: Class 3 contains 42165 members 
Mstep: Class 4 contains 195638 members 
Mstep: Class 5 contains 6827 members 
Mstep: Class 6 contains 14785 members 
Mstep: Class 7 contains 12419 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 128571 members 
Mstep: Class 10 contains 22205 members 
Mstep: Class 11 contains 18429 members 
Mstep: Class 12 contains 121460 members 
Mstep: Class 13 contains 5111 members 
Mstep: Class 14 contains 1151 members 
Mstep: Class 15 contains 16379 members 
Mstep: Class 16 contains 20066 members 
Mstep: Class 17 contains 84898 members 
Mstep: Class 18 contains 61017 members 
Mstep: Class 19 contains 6828 members 
Mstep: Class 20 contains 7213 members 
Mstep: Class 21 contains 7711 members 
Mstep: Class 22 contains 3282 members 
Mstep: Class 23 contains 60932 members 
Mstep: Class 24 contains 8405 members 
Mstep: Class 25 contains 12116 members 
Mstep: Class 26 contains 5902 members 
Mstep: Class 27 contains 2753 members 
Mstep: Class 28 contains 8328 members 
Mstep: Class 29 contains 12547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84387280.000000 Penalty: 64905.007812
Iteration 74Q: 30 clusters Score -8.438728e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 51558 members 
Mstep: Class 3 contains 42156 members 
Mstep: Class 4 contains 195321 members 
Mstep: Class 5 contains 6832 members 
Mstep: Class 6 contains 14784 members 
Mstep: Class 7 contains 12360 members 
Mstep: Class 8 contains 1494 members 
Mstep: Class 9 contains 128527 members 
Mstep: Class 10 contains 22544 members 
Mstep: Class 11 contains 18428 members 
Mstep: Class 12 contains 121486 members 
Mstep: Class 13 contains 5108 members 
Mstep: Class 14 contains 1154 members 
Mstep: Class 15 contains 16381 members 
Mstep: Class 16 contains 20087 members 
Mstep: Class 17 contains 84960 members 
Mstep: Class 18 contains 61017 members 
Mstep: Class 19 contains 6802 members 
Mstep: Class 20 contains 7192 members 
Mstep: Class 21 contains 7706 members 
Mstep: Class 22 contains 3298 members 
Mstep: Class 23 contains 60930 members 
Mstep: Class 24 contains 8373 members 
Mstep: Class 25 contains 12113 members 
Mstep: Class 26 contains 5902 members 
Mstep: Class 27 contains 2821 members 
Mstep: Class 28 contains 8329 members 
Mstep: Class 29 contains 12538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84387688.000000 Penalty: 64905.007812
Iteration 75Q: 30 clusters Score -8.438769e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 51558 members 
Mstep: Class 3 contains 42148 members 
Mstep: Class 4 contains 194993 members 
Mstep: Class 5 contains 6840 members 
Mstep: Class 6 contains 14783 members 
Mstep: Class 7 contains 12302 members 
Mstep: Class 8 contains 1493 members 
Mstep: Class 9 contains 128469 members 
Mstep: Class 10 contains 22891 members 
Mstep: Class 11 contains 18426 members 
Mstep: Class 12 contains 121507 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 1154 members 
Mstep: Class 15 contains 16390 members 
Mstep: Class 16 contains 20105 members 
Mstep: Class 17 contains 85032 members 
Mstep: Class 18 contains 61014 members 
Mstep: Class 19 contains 6788 members 
Mstep: Class 20 contains 7177 members 
Mstep: Class 21 contains 7698 members 
Mstep: Class 22 contains 3329 members 
Mstep: Class 23 contains 60926 members 
Mstep: Class 24 contains 8335 members 
Mstep: Class 25 contains 12098 members 
Mstep: Class 26 contains 5901 members 
Mstep: Class 27 contains 2886 members 
Mstep: Class 28 contains 8332 members 
Mstep: Class 29 contains 12528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84387936.000000 Penalty: 64905.007812
Iteration 76Q: 30 clusters Score -8.438794e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 51555 members 
Mstep: Class 3 contains 42142 members 
Mstep: Class 4 contains 194669 members 
Mstep: Class 5 contains 6845 members 
Mstep: Class 6 contains 14782 members 
Mstep: Class 7 contains 12236 members 
Mstep: Class 8 contains 1490 members 
Mstep: Class 9 contains 128418 members 
Mstep: Class 10 contains 23231 members 
Mstep: Class 11 contains 18428 members 
Mstep: Class 12 contains 121529 members 
Mstep: Class 13 contains 5109 members 
Mstep: Class 14 contains 1153 members 
Mstep: Class 15 contains 16412 members 
Mstep: Class 16 contains 20134 members 
Mstep: Class 17 contains 85081 members 
Mstep: Class 18 contains 61014 members 
Mstep: Class 19 contains 6763 members 
Mstep: Class 20 contains 7157 members 
Mstep: Class 21 contains 7690 members 
Mstep: Class 22 contains 3356 members 
Mstep: Class 23 contains 60923 members 
Mstep: Class 24 contains 8299 members 
Mstep: Class 25 contains 12095 members 
Mstep: Class 26 contains 5901 members 
Mstep: Class 27 contains 2952 members 
Mstep: Class 28 contains 8333 members 
Mstep: Class 29 contains 12513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84388408.000000 Penalty: 64905.007812
Iteration 77Q: 30 clusters Score -8.438841e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 51552 members 
Mstep: Class 3 contains 42127 members 
Mstep: Class 4 contains 194314 members 
Mstep: Class 5 contains 6851 members 
Mstep: Class 6 contains 14784 members 
Mstep: Class 7 contains 12163 members 
Mstep: Class 8 contains 1487 members 
Mstep: Class 9 contains 128369 members 
Mstep: Class 10 contains 23606 members 
Mstep: Class 11 contains 18431 members 
Mstep: Class 12 contains 121570 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 1155 members 
Mstep: Class 15 contains 16414 members 
Mstep: Class 16 contains 20171 members 
Mstep: Class 17 contains 85124 members 
Mstep: Class 18 contains 61009 members 
Mstep: Class 19 contains 6762 members 
Mstep: Class 20 contains 7141 members 
Mstep: Class 21 contains 7690 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 60922 members 
Mstep: Class 24 contains 8254 members 
Mstep: Class 25 contains 12088 members 
Mstep: Class 26 contains 5901 members 
Mstep: Class 27 contains 3004 members 
Mstep: Class 28 contains 8332 members 
Mstep: Class 29 contains 12503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84388896.000000 Penalty: 64905.007812
Iteration 78Q: 30 clusters Score -8.43889e+07 nChanged 1166
Entering ConstructFrom: 
Score: -84388896.000000 Penalty: 64905.007812
Entering ConstructFrom: 
Trying to split cluster 1 (18108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Entering Unmasked Estep 
Score: -1667340.875000 Penalty: 1593.167847
	Iteration 0F: 2 clusters Score -1667341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1654908.750000 Penalty: 3186.335693
	Iteration 0F: 3 clusters Score -1654909 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1659400.000000 Penalty: 3186.335693
	Iteration 1F: 3 clusters Score -1659400 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1659752.875000 Penalty: 3186.335693
	Iteration 2F: 3 clusters Score -1659753 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1660135.750000 Penalty: 3186.335693
	Iteration 3Q: 3 clusters Score -1660136 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1660608.000000 Penalty: 3186.335693
	Iteration 4Q: 3 clusters Score -1660608 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1661232.875000 Penalty: 3186.335693
	Iteration 5F: 3 clusters Score -1661233 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1661994.375000 Penalty: 3186.335693
	Iteration 6F: 3 clusters Score -1661994 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1662790.000000 Penalty: 3186.335693
	Iteration 7F: 3 clusters Score -1662790 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1663527.625000 Penalty: 3186.335693
	Iteration 8F: 3 clusters Score -1663528 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1664074.875000 Penalty: 3186.335693
	Iteration 9Q: 3 clusters Score -1664075 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1664444.500000 Penalty: 3186.335693
	Iteration 10Q: 3 clusters Score -1664444 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1664658.750000 Penalty: 3186.335693
	Iteration 11Q: 3 clusters Score -1664659 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1664804.000000 Penalty: 3186.335693
	Iteration 12Q: 3 clusters Score -1664804 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1664896.000000 Penalty: 3186.335693
	Iteration 13Q: 3 clusters Score -1664896 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1664962.500000 Penalty: 3186.335693
	Iteration 14Q: 3 clusters Score -1664962 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1665013.375000 Penalty: 3186.335693
	Iteration 15Q: 3 clusters Score -1665013 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1665055.250000 Penalty: 3186.335693
	Iteration 16Q: 3 clusters Score -1665055 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1665105.750000 Penalty: 3186.335693
	Iteration 17Q: 3 clusters Score -1665106 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1665158.625000 Penalty: 3186.335693
	Iteration 18Q: 3 clusters Score -1665159 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1665210.875000 Penalty: 3186.335693
	Iteration 19Q: 3 clusters Score -1665211 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1665259.250000 Penalty: 3186.335693
	Iteration 20F: 3 clusters Score -1665259 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1665279.500000 Penalty: 3186.335693
	Iteration 21Q: 3 clusters Score -1665280 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1665311.000000 Penalty: 3186.335693
	Iteration 22Q: 3 clusters Score -1665311 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1665339.750000 Penalty: 3186.335693
	Iteration 23Q: 3 clusters Score -1665340 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1665369.625000 Penalty: 3186.335693
	Iteration 24Q: 3 clusters Score -1665370 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1665401.750000 Penalty: 3186.335693
	Iteration 25Q: 3 clusters Score -1665402 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1665436.125000 Penalty: 3186.335693
	Iteration 26Q: 3 clusters Score -1665436 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1665472.250000 Penalty: 3186.335693
	Iteration 27Q: 3 clusters Score -1665472 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1665498.250000 Penalty: 3186.335693
	Iteration 28Q: 3 clusters Score -1665498 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -1665551.875000 Penalty: 3186.335693
	Iteration 29Q: 3 clusters Score -1665552 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1665610.250000 Penalty: 3186.335693
	Iteration 30Q: 3 clusters Score -1665610 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1665689.625000 Penalty: 3186.335693
	Iteration 31Q: 3 clusters Score -1665690 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1665774.375000 Penalty: 3186.335693
	Iteration 32Q: 3 clusters Score -1665774 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -1665835.500000 Penalty: 3186.335693
	Iteration 33Q: 3 clusters Score -1665836 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1665889.125000 Penalty: 3186.335693
	Iteration 34Q: 3 clusters Score -1665889 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1665953.750000 Penalty: 3186.335693
	Iteration 35Q: 3 clusters Score -1665954 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -1666000.250000 Penalty: 3186.335693
	Iteration 36Q: 3 clusters Score -1666000 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -1666059.625000 Penalty: 3186.335693
	Iteration 37Q: 3 clusters Score -1666060 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -1666101.500000 Penalty: 3186.335693
	Iteration 38Q: 3 clusters Score -1666102 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -1666148.125000 Penalty: 3186.335693
	Iteration 39Q: 3 clusters Score -1666148 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -1666206.500000 Penalty: 3186.335693
	Iteration 40F: 3 clusters Score -1666206 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -1666247.500000 Penalty: 3186.335693
	Iteration 41Q: 3 clusters Score -1666248 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -1666292.500000 Penalty: 3186.335693
	Iteration 42Q: 3 clusters Score -1666292 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -1666325.500000 Penalty: 3186.335693
	Iteration 43Q: 3 clusters Score -1666326 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -1666356.000000 Penalty: 3186.335693
	Iteration 44Q: 3 clusters Score -1666356 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -1666370.875000 Penalty: 3186.335693
	Iteration 45Q: 3 clusters Score -1666371 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -1666397.500000 Penalty: 3186.335693
	Iteration 46Q: 3 clusters Score -1666398 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -1666415.625000 Penalty: 3186.335693
	Iteration 47Q: 3 clusters Score -1666416 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -1666427.875000 Penalty: 3186.335693
	Iteration 48Q: 3 clusters Score -1666428 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -1666430.500000 Penalty: 3186.335693
	Iteration 49Q: 3 clusters Score -1666430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -1666437.000000 Penalty: 3186.335693
	Iteration 50Q: 3 clusters Score -1666437 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -1666441.875000 Penalty: 3186.335693
	Iteration 51Q: 3 clusters Score -1666442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -1666443.250000 Penalty: 3186.335693
	Iteration 52Q: 3 clusters Score -1666443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -1666447.875000 Penalty: 3186.335693
	Iteration 53Q: 3 clusters Score -1666448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -1666448.750000 Penalty: 3186.335693
	Iteration 54Q: 3 clusters Score -1666449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -1666444.875000 Penalty: 3186.335693
	Iteration 55Q: 3 clusters Score -1666445 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -1666451.875000 Penalty: 3186.335693
	Iteration 56Q: 3 clusters Score -1666452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -1666454.375000 Penalty: 3186.335693
	Iteration 57Q: 3 clusters Score -1666454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -1666456.000000 Penalty: 3186.335693
	Iteration 58Q: 3 clusters Score -1666456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -1666456.625000 Penalty: 3186.335693
	Iteration 59Q: 3 clusters Score -1666457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -1666459.750000 Penalty: 3186.335693
	Iteration 60F: 3 clusters Score -1666460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -1666464.625000 Penalty: 3186.335693
	Iteration 61Q: 3 clusters Score -1666465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -1666470.000000 Penalty: 3186.335693
	Iteration 62Q: 3 clusters Score -1666470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -1666474.000000 Penalty: 3186.335693
	Iteration 63Q: 3 clusters Score -1666474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -1666475.625000 Penalty: 3186.335693
	Iteration 64Q: 3 clusters Score -1666476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -1666483.750000 Penalty: 3186.335693
	Iteration 65Q: 3 clusters Score -1666484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -1666487.875000 Penalty: 3186.335693
	Iteration 66Q: 3 clusters Score -1666488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -1666495.250000 Penalty: 3186.335693
	Iteration 67Q: 3 clusters Score -1666495 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -1666502.000000 Penalty: 3186.335693
	Iteration 68Q: 3 clusters Score -1666502 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -1666511.875000 Penalty: 3186.335693
	Iteration 69Q: 3 clusters Score -1666512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -1666514.875000 Penalty: 3186.335693
	Iteration 70Q: 3 clusters Score -1666515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -1666522.500000 Penalty: 3186.335693
	Iteration 71Q: 3 clusters Score -1666522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -1666522.500000 Penalty: 3186.335693
	Iteration 72Q: 3 clusters Score -1666522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -1666527.625000 Penalty: 3186.335693
	Iteration 73Q: 3 clusters Score -1666528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -1666527.750000 Penalty: 3186.335693
	Iteration 74Q: 3 clusters Score -1666528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -1666531.000000 Penalty: 3186.335693
	Iteration 75Q: 3 clusters Score -1666531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -1666530.750000 Penalty: 3186.335693
	Iteration 76Q: 3 clusters Score -1666531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -1666531.500000 Penalty: 3186.335693
	Iteration 77Q: 3 clusters Score -1666532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -1666535.125000 Penalty: 3186.335693
	Iteration 78Q: 3 clusters Score -1666535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -1666536.125000 Penalty: 3186.335693
	Iteration 79Q: 3 clusters Score -1666536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -1666534.625000 Penalty: 3186.335693
	Iteration 80F: 3 clusters Score -1666535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -1666534.875000 Penalty: 3186.335693
	Iteration 81Q: 3 clusters Score -1666535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -1666534.875000 Penalty: 3186.335693
	Iteration 82F: 3 clusters Score -1666535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (51548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51548 members 
Entering Unmasked Estep 
Score: -4619834.000000 Penalty: 1763.168579
	Iteration 0F: 2 clusters Score -4619834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -4585297.000000 Penalty: 3526.337158
	Iteration 0F: 3 clusters Score -4585297 nChanged 24052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -4599221.500000 Penalty: 3526.337158
	Iteration 1F: 3 clusters Score -4599222 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -4599732.500000 Penalty: 3526.337158
	Iteration 2Q: 3 clusters Score -4599732 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -4600385.500000 Penalty: 3526.337158
	Iteration 3Q: 3 clusters Score -4600386 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -4601202.000000 Penalty: 3526.337158
	Iteration 4Q: 3 clusters Score -4601202 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -4602399.500000 Penalty: 3526.337158
	Iteration 5Q: 3 clusters Score -4602400 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -4603949.000000 Penalty: 3526.337158
	Iteration 6F: 3 clusters Score -4603949 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -4605809.000000 Penalty: 3526.337158
	Iteration 7F: 3 clusters Score -4605809 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -4607802.500000 Penalty: 3526.337158
	Iteration 8F: 3 clusters Score -4607802 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -4609758.500000 Penalty: 3526.337158
	Iteration 9F: 3 clusters Score -4609758 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -4611599.500000 Penalty: 3526.337158
	Iteration 10F: 3 clusters Score -4611600 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -4613311.500000 Penalty: 3526.337158
	Iteration 11Q: 3 clusters Score -4613312 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -4614681.500000 Penalty: 3526.337158
	Iteration 12Q: 3 clusters Score -4614682 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -4615600.500000 Penalty: 3526.337158
	Iteration 13Q: 3 clusters Score -4615600 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44085 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -4616409.000000 Penalty: 3526.337158
	Iteration 14Q: 3 clusters Score -4616409 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -4617107.000000 Penalty: 3526.337158
	Iteration 15Q: 3 clusters Score -4617107 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46033 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -4617715.500000 Penalty: 3526.337158
	Iteration 16Q: 3 clusters Score -4617716 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -4618273.000000 Penalty: 3526.337158
	Iteration 17Q: 3 clusters Score -4618273 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -4618726.000000 Penalty: 3526.337158
	Iteration 18Q: 3 clusters Score -4618726 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -4619060.000000 Penalty: 3526.337158
	Iteration 19Q: 3 clusters Score -4619060 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -4619291.500000 Penalty: 3526.337158
	Iteration 20F: 3 clusters Score -4619292 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -4619412.500000 Penalty: 3526.337158
	Iteration 21Q: 3 clusters Score -4619412 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48675 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -4619492.500000 Penalty: 3526.337158
	Iteration 22Q: 3 clusters Score -4619492 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48792 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -4619561.000000 Penalty: 3526.337158
	Iteration 23Q: 3 clusters Score -4619561 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48874 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -4619570.500000 Penalty: 3526.337158
	Iteration 24Q: 3 clusters Score -4619570 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48948 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -4619579.000000 Penalty: 3526.337158
	Iteration 25Q: 3 clusters Score -4619579 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49012 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -4619599.500000 Penalty: 3526.337158
	Iteration 26Q: 3 clusters Score -4619600 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49059 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -4619614.000000 Penalty: 3526.337158
	Iteration 27Q: 3 clusters Score -4619614 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49098 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -4619604.500000 Penalty: 3526.337158
	Iteration 28Q: 3 clusters Score -4619604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49127 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -4619623.500000 Penalty: 3526.337158
	Iteration 29Q: 3 clusters Score -4619624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49148 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -4619624.000000 Penalty: 3526.337158
	Iteration 30Q: 3 clusters Score -4619624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49161 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -4619624.000000 Penalty: 3526.337158
	Iteration 31Q: 3 clusters Score -4619624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49175 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -4619636.000000 Penalty: 3526.337158
	Iteration 32Q: 3 clusters Score -4619636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49190 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -4619642.500000 Penalty: 3526.337158
	Iteration 33Q: 3 clusters Score -4619642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49204 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -4619641.500000 Penalty: 3526.337158
	Iteration 34Q: 3 clusters Score -4619642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49212 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -4619634.500000 Penalty: 3526.337158
	Iteration 35Q: 3 clusters Score -4619634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49218 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -4619642.500000 Penalty: 3526.337158
	Iteration 36Q: 3 clusters Score -4619642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49224 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -4619647.500000 Penalty: 3526.337158
	Iteration 37Q: 3 clusters Score -4619648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49225 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -4619642.500000 Penalty: 3526.337158
	Iteration 38Q: 3 clusters Score -4619642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49225 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -4619642.500000 Penalty: 3526.337158
	Iteration 39F: 3 clusters Score -4619642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Entering Unmasked Estep 
Score: -3822581.750000 Penalty: 1730.279541
	Iteration 0F: 2 clusters Score -3822582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -3794590.000000 Penalty: 3460.559082
	Iteration 0F: 3 clusters Score -3794590 nChanged 19610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -3805959.000000 Penalty: 3460.559082
	Iteration 1F: 3 clusters Score -3805959 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -3806583.000000 Penalty: 3460.559082
	Iteration 2Q: 3 clusters Score -3806583 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -3807292.250000 Penalty: 3460.559082
	Iteration 3Q: 3 clusters Score -3807292 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -3808055.000000 Penalty: 3460.559082
	Iteration 4Q: 3 clusters Score -3808055 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -3809016.000000 Penalty: 3460.559082
	Iteration 5Q: 3 clusters Score -3809016 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -3810138.750000 Penalty: 3460.559082
	Iteration 6F: 3 clusters Score -3810139 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -3811210.000000 Penalty: 3460.559082
	Iteration 7F: 3 clusters Score -3811210 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -3812315.500000 Penalty: 3460.559082
	Iteration 8F: 3 clusters Score -3812316 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -3813161.750000 Penalty: 3460.559082
	Iteration 9Q: 3 clusters Score -3813162 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -3813831.500000 Penalty: 3460.559082
	Iteration 10Q: 3 clusters Score -3813832 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -3814366.000000 Penalty: 3460.559082
	Iteration 11Q: 3 clusters Score -3814366 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -3814871.000000 Penalty: 3460.559082
	Iteration 12Q: 3 clusters Score -3814871 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -3815352.500000 Penalty: 3460.559082
	Iteration 13Q: 3 clusters Score -3815352 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -3815815.750000 Penalty: 3460.559082
	Iteration 14Q: 3 clusters Score -3815816 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -3816290.750000 Penalty: 3460.559082
	Iteration 15Q: 3 clusters Score -3816291 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -3816827.750000 Penalty: 3460.559082
	Iteration 16Q: 3 clusters Score -3816828 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -3817430.500000 Penalty: 3460.559082
	Iteration 17Q: 3 clusters Score -3817430 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -3818063.000000 Penalty: 3460.559082
	Iteration 18Q: 3 clusters Score -3818063 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -3818713.750000 Penalty: 3460.559082
	Iteration 19Q: 3 clusters Score -3818714 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34803 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -3819340.250000 Penalty: 3460.559082
	Iteration 20F: 3 clusters Score -3819340 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -3819850.000000 Penalty: 3460.559082
	Iteration 21Q: 3 clusters Score -3819850 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -3820240.250000 Penalty: 3460.559082
	Iteration 22Q: 3 clusters Score -3820240 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -3820508.500000 Penalty: 3460.559082
	Iteration 23Q: 3 clusters Score -3820508 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -3820703.000000 Penalty: 3460.559082
	Iteration 24Q: 3 clusters Score -3820703 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -3820833.500000 Penalty: 3460.559082
	Iteration 25Q: 3 clusters Score -3820834 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -3820916.500000 Penalty: 3460.559082
	Iteration 26Q: 3 clusters Score -3820916 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -3820972.250000 Penalty: 3460.559082
	Iteration 27Q: 3 clusters Score -3820972 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -3821027.750000 Penalty: 3460.559082
	Iteration 28Q: 3 clusters Score -3821028 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -3821060.500000 Penalty: 3460.559082
	Iteration 29Q: 3 clusters Score -3821060 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -3821103.000000 Penalty: 3460.559082
	Iteration 30Q: 3 clusters Score -3821103 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39455 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -3821128.500000 Penalty: 3460.559082
	Iteration 31Q: 3 clusters Score -3821128 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -3821162.750000 Penalty: 3460.559082
	Iteration 32Q: 3 clusters Score -3821163 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3821179.250000 Penalty: 3460.559082
	Iteration 33Q: 3 clusters Score -3821179 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -3821210.750000 Penalty: 3460.559082
	Iteration 34Q: 3 clusters Score -3821211 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3821239.000000 Penalty: 3460.559082
	Iteration 35Q: 3 clusters Score -3821239 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -3821249.250000 Penalty: 3460.559082
	Iteration 36Q: 3 clusters Score -3821249 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39970 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3821265.000000 Penalty: 3460.559082
	Iteration 37Q: 3 clusters Score -3821265 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3821280.000000 Penalty: 3460.559082
	Iteration 38Q: 3 clusters Score -3821280 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3821291.000000 Penalty: 3460.559082
	Iteration 39Q: 3 clusters Score -3821291 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3821310.500000 Penalty: 3460.559082
	Iteration 40F: 3 clusters Score -3821310 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3821316.750000 Penalty: 3460.559082
	Iteration 41Q: 3 clusters Score -3821317 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3821324.500000 Penalty: 3460.559082
	Iteration 42Q: 3 clusters Score -3821324 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3821336.250000 Penalty: 3460.559082
	Iteration 43Q: 3 clusters Score -3821336 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3821342.750000 Penalty: 3460.559082
	Iteration 44Q: 3 clusters Score -3821343 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40285 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3821348.500000 Penalty: 3460.559082
	Iteration 45Q: 3 clusters Score -3821348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3821352.500000 Penalty: 3460.559082
	Iteration 46Q: 3 clusters Score -3821352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3821353.500000 Penalty: 3460.559082
	Iteration 47Q: 3 clusters Score -3821354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3821354.750000 Penalty: 3460.559082
	Iteration 48Q: 3 clusters Score -3821355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3821357.000000 Penalty: 3460.559082
	Iteration 49Q: 3 clusters Score -3821357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3821356.000000 Penalty: 3460.559082
	Iteration 50Q: 3 clusters Score -3821356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3821355.750000 Penalty: 3460.559082
	Iteration 51Q: 3 clusters Score -3821356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3821357.500000 Penalty: 3460.559082
	Iteration 52Q: 3 clusters Score -3821358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3821356.500000 Penalty: 3460.559082
	Iteration 53Q: 3 clusters Score -3821356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3821357.750000 Penalty: 3460.559082
	Iteration 54Q: 3 clusters Score -3821358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3821358.750000 Penalty: 3460.559082
	Iteration 55Q: 3 clusters Score -3821359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3821358.250000 Penalty: 3460.559082
	Iteration 56Q: 3 clusters Score -3821358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3821363.250000 Penalty: 3460.559082
	Iteration 57Q: 3 clusters Score -3821363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3821362.500000 Penalty: 3460.559082
	Iteration 58Q: 3 clusters Score -3821362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3821367.250000 Penalty: 3460.559082
	Iteration 59Q: 3 clusters Score -3821367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3821366.500000 Penalty: 3460.559082
	Iteration 60F: 3 clusters Score -3821366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3821365.750000 Penalty: 3460.559082
	Iteration 61Q: 3 clusters Score -3821366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3821367.000000 Penalty: 3460.559082
	Iteration 62Q: 3 clusters Score -3821367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3821367.000000 Penalty: 3460.559082
	Iteration 63Q: 3 clusters Score -3821367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3821369.500000 Penalty: 3460.559082
	Iteration 64Q: 3 clusters Score -3821370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3821371.500000 Penalty: 3460.559082
	Iteration 65Q: 3 clusters Score -3821372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3821370.750000 Penalty: 3460.559082
	Iteration 66Q: 3 clusters Score -3821371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3821372.500000 Penalty: 3460.559082
	Iteration 67Q: 3 clusters Score -3821372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3821372.500000 Penalty: 3460.559082
	Iteration 68Q: 3 clusters Score -3821372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3821371.750000 Penalty: 3460.559082
	Iteration 69Q: 3 clusters Score -3821372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3821374.250000 Penalty: 3460.559082
	Iteration 70Q: 3 clusters Score -3821374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3821374.250000 Penalty: 3460.559082
	Iteration 71Q: 3 clusters Score -3821374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3821374.250000 Penalty: 3460.559082
	Iteration 72F: 3 clusters Score -3821374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (193935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193935 members 
Entering Unmasked Estep 
Score: -17669196.000000 Penalty: 1978.482788
	Iteration 0F: 2 clusters Score -1.76692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97378 members 
Mstep: Class 2 contains 96557 members 
Entering Unmasked Estep 
Score: -17540084.000000 Penalty: 3956.965576
	Iteration 0F: 3 clusters Score -1.754008e+07 nChanged 94199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107403 members 
Mstep: Class 2 contains 86532 members 
Entering Unmasked Estep 
Score: -17597472.000000 Penalty: 3956.965576
	Iteration 1F: 3 clusters Score -1.759747e+07 nChanged 9270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114447 members 
Mstep: Class 2 contains 79488 members 
Entering Unmasked Estep 
Score: -17601796.000000 Penalty: 3956.965576
	Iteration 2Q: 3 clusters Score -1.76018e+07 nChanged 12077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124506 members 
Mstep: Class 2 contains 69429 members 
Entering Unmasked Estep 
Score: -17608974.000000 Penalty: 3956.965576
	Iteration 3F: 3 clusters Score -1.760897e+07 nChanged 14702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137418 members 
Mstep: Class 2 contains 56517 members 
Entering Unmasked Estep 
Score: -17619286.000000 Penalty: 3956.965576
	Iteration 4F: 3 clusters Score -1.761929e+07 nChanged 15813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151953 members 
Mstep: Class 2 contains 41982 members 
Entering Unmasked Estep 
Score: -17631670.000000 Penalty: 3956.965576
	Iteration 5F: 3 clusters Score -1.763167e+07 nChanged 14849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166332 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -17644302.000000 Penalty: 3956.965576
	Iteration 6F: 3 clusters Score -1.76443e+07 nChanged 11747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177921 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -17654466.000000 Penalty: 3956.965576
	Iteration 7F: 3 clusters Score -1.765447e+07 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185551 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -17661114.000000 Penalty: 3956.965576
	Iteration 8Q: 3 clusters Score -1.766111e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189919 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -17664606.000000 Penalty: 3956.965576
	Iteration 9Q: 3 clusters Score -1.766461e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191936 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -17666218.000000 Penalty: 3956.965576
	Iteration 10Q: 3 clusters Score -1.766622e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192727 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -17666984.000000 Penalty: 3956.965576
	Iteration 11Q: 3 clusters Score -1.766698e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193033 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -17667252.000000 Penalty: 3956.965576
	Iteration 12Q: 3 clusters Score -1.766725e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193157 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -17667422.000000 Penalty: 3956.965576
	Iteration 13Q: 3 clusters Score -1.766742e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193222 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -17667522.000000 Penalty: 3956.965576
	Iteration 14Q: 3 clusters Score -1.766752e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193253 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -17667584.000000 Penalty: 3956.965576
	Iteration 15Q: 3 clusters Score -1.766758e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193263 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -17667652.000000 Penalty: 3956.965576
	Iteration 16Q: 3 clusters Score -1.766765e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193269 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -17667698.000000 Penalty: 3956.965576
	Iteration 17Q: 3 clusters Score -1.76677e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193271 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -17667710.000000 Penalty: 3956.965576
	Iteration 18Q: 3 clusters Score -1.766771e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193278 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -17667758.000000 Penalty: 3956.965576
	Iteration 19Q: 3 clusters Score -1.766776e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193281 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -17667766.000000 Penalty: 3956.965576
	Iteration 20F: 3 clusters Score -1.766777e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193281 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -17667782.000000 Penalty: 3956.965576
	Iteration 21Q: 3 clusters Score -1.766778e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193282 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -17667794.000000 Penalty: 3956.965576
	Iteration 22Q: 3 clusters Score -1.766779e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193280 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -17667786.000000 Penalty: 3956.965576
	Iteration 23Q: 3 clusters Score -1.766779e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193283 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -17667802.000000 Penalty: 3956.965576
	Iteration 24Q: 3 clusters Score -1.76678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193278 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -17667808.000000 Penalty: 3956.965576
	Iteration 25Q: 3 clusters Score -1.766781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193278 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -17667804.000000 Penalty: 3956.965576
	Iteration 26Q: 3 clusters Score -1.76678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193280 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -17667810.000000 Penalty: 3956.965576
	Iteration 27Q: 3 clusters Score -1.766781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193282 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -17667806.000000 Penalty: 3956.965576
	Iteration 28Q: 3 clusters Score -1.766781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193286 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -17667806.000000 Penalty: 3956.965576
	Iteration 29Q: 3 clusters Score -1.766781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193284 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -17667794.000000 Penalty: 3956.965576
	Iteration 30Q: 3 clusters Score -1.766779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193284 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -17667814.000000 Penalty: 3956.965576
	Iteration 31Q: 3 clusters Score -1.766781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193281 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -17667812.000000 Penalty: 3956.965576
	Iteration 32Q: 3 clusters Score -1.766781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193281 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -17667812.000000 Penalty: 3956.965576
	Iteration 33Q: 3 clusters Score -1.766781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193280 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -17667816.000000 Penalty: 3956.965576
	Iteration 34Q: 3 clusters Score -1.766782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193281 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -17667812.000000 Penalty: 3956.965576
	Iteration 35Q: 3 clusters Score -1.766781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193283 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -17667818.000000 Penalty: 3956.965576
	Iteration 36Q: 3 clusters Score -1.766782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193285 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -17667810.000000 Penalty: 3956.965576
	Iteration 37Q: 3 clusters Score -1.766781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193287 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -17667818.000000 Penalty: 3956.965576
	Iteration 38Q: 3 clusters Score -1.766782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193287 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -17667814.000000 Penalty: 3956.965576
	Iteration 39Q: 3 clusters Score -1.766781e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193287 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -17667814.000000 Penalty: 3956.965576
	Iteration 40F: 3 clusters Score -1.766781e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Entering Unmasked Estep 
Score: -613731.750000 Penalty: 1435.579834
	Iteration 0F: 2 clusters Score -613731.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -608540.000000 Penalty: 2871.159668
	Iteration 0F: 3 clusters Score -608540 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -610145.937500 Penalty: 2871.159668
	Iteration 1F: 3 clusters Score -610145.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -610434.187500 Penalty: 2871.159668
	Iteration 2F: 3 clusters Score -610434.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -610684.375000 Penalty: 2871.159668
	Iteration 3F: 3 clusters Score -610684.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -610890.062500 Penalty: 2871.159668
	Iteration 4F: 3 clusters Score -610890.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -611056.250000 Penalty: 2871.159668
	Iteration 5Q: 3 clusters Score -611056.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -611222.687500 Penalty: 2871.159668
	Iteration 6Q: 3 clusters Score -611222.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -611398.937500 Penalty: 2871.159668
	Iteration 7Q: 3 clusters Score -611398.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -611544.875000 Penalty: 2871.159668
	Iteration 8Q: 3 clusters Score -611544.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -611661.937500 Penalty: 2871.159668
	Iteration 9Q: 3 clusters Score -611661.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -611777.375000 Penalty: 2871.159668
	Iteration 10Q: 3 clusters Score -611777.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -611878.500000 Penalty: 2871.159668
	Iteration 11Q: 3 clusters Score -611878.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -611963.375000 Penalty: 2871.159668
	Iteration 12Q: 3 clusters Score -611963.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -612059.125000 Penalty: 2871.159668
	Iteration 13Q: 3 clusters Score -612059.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -612150.187500 Penalty: 2871.159668
	Iteration 14Q: 3 clusters Score -612150.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -612231.312500 Penalty: 2871.159668
	Iteration 15Q: 3 clusters Score -612231.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -612288.625000 Penalty: 2871.159668
	Iteration 16Q: 3 clusters Score -612288.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -612339.625000 Penalty: 2871.159668
	Iteration 17Q: 3 clusters Score -612339.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -612375.000000 Penalty: 2871.159668
	Iteration 18Q: 3 clusters Score -612375 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -612408.187500 Penalty: 2871.159668
	Iteration 19Q: 3 clusters Score -612408.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -612439.125000 Penalty: 2871.159668
	Iteration 20F: 3 clusters Score -612439.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -612463.062500 Penalty: 2871.159668
	Iteration 21Q: 3 clusters Score -612463.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -612481.375000 Penalty: 2871.159668
	Iteration 22Q: 3 clusters Score -612481.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -612495.250000 Penalty: 2871.159668
	Iteration 23Q: 3 clusters Score -612495.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -612502.500000 Penalty: 2871.159668
	Iteration 24Q: 3 clusters Score -612502.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -612510.125000 Penalty: 2871.159668
	Iteration 25Q: 3 clusters Score -612510.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -612514.937500 Penalty: 2871.159668
	Iteration 26Q: 3 clusters Score -612514.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -612524.125000 Penalty: 2871.159668
	Iteration 27Q: 3 clusters Score -612524.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -612529.500000 Penalty: 2871.159668
	Iteration 28Q: 3 clusters Score -612529.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -612537.125000 Penalty: 2871.159668
	Iteration 29Q: 3 clusters Score -612537.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -612544.375000 Penalty: 2871.159668
	Iteration 30Q: 3 clusters Score -612544.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -612545.875000 Penalty: 2871.159668
	Iteration 31Q: 3 clusters Score -612545.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -612547.687500 Penalty: 2871.159668
	Iteration 32Q: 3 clusters Score -612547.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -612547.062500 Penalty: 2871.159668
	Iteration 33Q: 3 clusters Score -612547.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -612548.062500 Penalty: 2871.159668
	Iteration 34Q: 3 clusters Score -612548.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -612549.625000 Penalty: 2871.159668
	Iteration 35Q: 3 clusters Score -612549.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -612549.625000 Penalty: 2871.159668
	Iteration 36F: 3 clusters Score -612549.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Entering Unmasked Estep 
Score: -1320819.125000 Penalty: 1560.167480
	Iteration 0F: 2 clusters Score -1320819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1310528.625000 Penalty: 3120.334961
	Iteration 0F: 3 clusters Score -1310529 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1314269.000000 Penalty: 3120.334961
	Iteration 1F: 3 clusters Score -1314269 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1314882.750000 Penalty: 3120.334961
	Iteration 2F: 3 clusters Score -1314883 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1315556.750000 Penalty: 3120.334961
	Iteration 3F: 3 clusters Score -1315557 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1316295.625000 Penalty: 3120.334961
	Iteration 4F: 3 clusters Score -1316296 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1316955.500000 Penalty: 3120.334961
	Iteration 5F: 3 clusters Score -1316956 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1317528.625000 Penalty: 3120.334961
	Iteration 6F: 3 clusters Score -1317529 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1318013.125000 Penalty: 3120.334961
	Iteration 7Q: 3 clusters Score -1318013 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1318410.875000 Penalty: 3120.334961
	Iteration 8Q: 3 clusters Score -1318411 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1318718.875000 Penalty: 3120.334961
	Iteration 9Q: 3 clusters Score -1318719 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1318962.750000 Penalty: 3120.334961
	Iteration 10Q: 3 clusters Score -1318963 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1319122.375000 Penalty: 3120.334961
	Iteration 11Q: 3 clusters Score -1319122 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -1319228.375000 Penalty: 3120.334961
	Iteration 12Q: 3 clusters Score -1319228 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1319316.500000 Penalty: 3120.334961
	Iteration 13Q: 3 clusters Score -1319316 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1319368.500000 Penalty: 3120.334961
	Iteration 14Q: 3 clusters Score -1319368 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1319408.125000 Penalty: 3120.334961
	Iteration 15Q: 3 clusters Score -1319408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -1319438.000000 Penalty: 3120.334961
	Iteration 16Q: 3 clusters Score -1319438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1319451.125000 Penalty: 3120.334961
	Iteration 17Q: 3 clusters Score -1319451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -1319465.250000 Penalty: 3120.334961
	Iteration 18Q: 3 clusters Score -1319465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1319469.375000 Penalty: 3120.334961
	Iteration 19Q: 3 clusters Score -1319469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1319475.000000 Penalty: 3120.334961
	Iteration 20F: 3 clusters Score -1319475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -1319477.000000 Penalty: 3120.334961
	Iteration 21Q: 3 clusters Score -1319477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -1319483.500000 Penalty: 3120.334961
	Iteration 22Q: 3 clusters Score -1319484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1319488.375000 Penalty: 3120.334961
	Iteration 23Q: 3 clusters Score -1319488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -1319490.250000 Penalty: 3120.334961
	Iteration 24Q: 3 clusters Score -1319490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -1319494.750000 Penalty: 3120.334961
	Iteration 25Q: 3 clusters Score -1319495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -1319497.750000 Penalty: 3120.334961
	Iteration 26Q: 3 clusters Score -1319498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -1319498.375000 Penalty: 3120.334961
	Iteration 27Q: 3 clusters Score -1319498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -1319500.125000 Penalty: 3120.334961
	Iteration 28Q: 3 clusters Score -1319500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1319501.250000 Penalty: 3120.334961
	Iteration 29Q: 3 clusters Score -1319501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1319501.250000 Penalty: 3120.334961
	Iteration 30F: 3 clusters Score -1319501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Entering Unmasked Estep 
Score: -1119629.500000 Penalty: 1527.427734
	Iteration 0F: 2 clusters Score -1119630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1111146.750000 Penalty: 3054.855469
	Iteration 0F: 3 clusters Score -1111147 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1114117.250000 Penalty: 3054.855469
	Iteration 1F: 3 clusters Score -1114117 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1114551.625000 Penalty: 3054.855469
	Iteration 2F: 3 clusters Score -1114552 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1115034.500000 Penalty: 3054.855469
	Iteration 3F: 3 clusters Score -1115034 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1115499.750000 Penalty: 3054.855469
	Iteration 4F: 3 clusters Score -1115500 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1115970.750000 Penalty: 3054.855469
	Iteration 5F: 3 clusters Score -1115971 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1116395.250000 Penalty: 3054.855469
	Iteration 6F: 3 clusters Score -1116395 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1116811.750000 Penalty: 3054.855469
	Iteration 7Q: 3 clusters Score -1116812 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1117168.250000 Penalty: 3054.855469
	Iteration 8Q: 3 clusters Score -1117168 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1117440.875000 Penalty: 3054.855469
	Iteration 9Q: 3 clusters Score -1117441 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1117638.125000 Penalty: 3054.855469
	Iteration 10Q: 3 clusters Score -1117638 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1117797.375000 Penalty: 3054.855469
	Iteration 11Q: 3 clusters Score -1117797 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1117936.500000 Penalty: 3054.855469
	Iteration 12Q: 3 clusters Score -1117936 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1118026.125000 Penalty: 3054.855469
	Iteration 13Q: 3 clusters Score -1118026 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1118091.625000 Penalty: 3054.855469
	Iteration 14Q: 3 clusters Score -1118092 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1118148.375000 Penalty: 3054.855469
	Iteration 15Q: 3 clusters Score -1118148 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1118188.875000 Penalty: 3054.855469
	Iteration 16Q: 3 clusters Score -1118189 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1118218.375000 Penalty: 3054.855469
	Iteration 17Q: 3 clusters Score -1118218 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1118250.500000 Penalty: 3054.855469
	Iteration 18Q: 3 clusters Score -1118250 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1118275.875000 Penalty: 3054.855469
	Iteration 19Q: 3 clusters Score -1118276 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1118293.875000 Penalty: 3054.855469
	Iteration 20F: 3 clusters Score -1118294 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1118311.500000 Penalty: 3054.855469
	Iteration 21Q: 3 clusters Score -1118312 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1118330.625000 Penalty: 3054.855469
	Iteration 22Q: 3 clusters Score -1118331 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1118347.125000 Penalty: 3054.855469
	Iteration 23Q: 3 clusters Score -1118347 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1118364.625000 Penalty: 3054.855469
	Iteration 24Q: 3 clusters Score -1118365 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1118380.625000 Penalty: 3054.855469
	Iteration 25Q: 3 clusters Score -1118381 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1118395.375000 Penalty: 3054.855469
	Iteration 26Q: 3 clusters Score -1118395 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1118401.375000 Penalty: 3054.855469
	Iteration 27Q: 3 clusters Score -1118401 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1118407.000000 Penalty: 3054.855469
	Iteration 28Q: 3 clusters Score -1118407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1118412.625000 Penalty: 3054.855469
	Iteration 29Q: 3 clusters Score -1118413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1118414.375000 Penalty: 3054.855469
	Iteration 30Q: 3 clusters Score -1118414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1118419.500000 Penalty: 3054.855469
	Iteration 31Q: 3 clusters Score -1118420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1118424.000000 Penalty: 3054.855469
	Iteration 32Q: 3 clusters Score -1118424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1118424.000000 Penalty: 3054.855469
	Iteration 33Q: 3 clusters Score -1118424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1118429.250000 Penalty: 3054.855469
	Iteration 34Q: 3 clusters Score -1118429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1118432.250000 Penalty: 3054.855469
	Iteration 35Q: 3 clusters Score -1118432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1118433.875000 Penalty: 3054.855469
	Iteration 36Q: 3 clusters Score -1118434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1118441.000000 Penalty: 3054.855469
	Iteration 37Q: 3 clusters Score -1118441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1118443.500000 Penalty: 3054.855469
	Iteration 38Q: 3 clusters Score -1118444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1118448.375000 Penalty: 3054.855469
	Iteration 39Q: 3 clusters Score -1118448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1118455.250000 Penalty: 3054.855469
	Iteration 40F: 3 clusters Score -1118455 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1118468.625000 Penalty: 3054.855469
	Iteration 41Q: 3 clusters Score -1118469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1118476.000000 Penalty: 3054.855469
	Iteration 42Q: 3 clusters Score -1118476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1118480.875000 Penalty: 3054.855469
	Iteration 43Q: 3 clusters Score -1118481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1118482.250000 Penalty: 3054.855469
	Iteration 44Q: 3 clusters Score -1118482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1118486.250000 Penalty: 3054.855469
	Iteration 45Q: 3 clusters Score -1118486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1118492.125000 Penalty: 3054.855469
	Iteration 46Q: 3 clusters Score -1118492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1118493.750000 Penalty: 3054.855469
	Iteration 47Q: 3 clusters Score -1118494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1118495.250000 Penalty: 3054.855469
	Iteration 48Q: 3 clusters Score -1118495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1118498.375000 Penalty: 3054.855469
	Iteration 49Q: 3 clusters Score -1118498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1118500.625000 Penalty: 3054.855469
	Iteration 50Q: 3 clusters Score -1118501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1118500.000000 Penalty: 3054.855469
	Iteration 51Q: 3 clusters Score -1118500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1118500.750000 Penalty: 3054.855469
	Iteration 52Q: 3 clusters Score -1118501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1118501.125000 Penalty: 3054.855469
	Iteration 53Q: 3 clusters Score -1118501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1118501.125000 Penalty: 3054.855469
	Iteration 54F: 3 clusters Score -1118501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Entering Unmasked Estep 
Score: -121482.226562 Penalty: 1187.093140
	Iteration 0F: 2 clusters Score -121482.2 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 730 members 
Entering Unmasked Estep 
Score: -119780.203125 Penalty: 2374.186279
	Iteration 0F: 3 clusters Score -119780.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -120350.851562 Penalty: 2374.186279
	Iteration 1F: 3 clusters Score -120350.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -120622.843750 Penalty: 2374.186279
	Iteration 2F: 3 clusters Score -120622.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -120949.867188 Penalty: 2374.186279
	Iteration 3F: 3 clusters Score -120949.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -121301.648438 Penalty: 2374.186279
	Iteration 4F: 3 clusters Score -121301.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -121537.359375 Penalty: 2374.186279
	Iteration 5F: 3 clusters Score -121537.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -121652.023438 Penalty: 2374.186279
	Iteration 6Q: 3 clusters Score -121652 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -121714.726562 Penalty: 2374.186279
	Iteration 7Q: 3 clusters Score -121714.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -121761.906250 Penalty: 2374.186279
	Iteration 8Q: 3 clusters Score -121761.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -121803.859375 Penalty: 2374.186279
	Iteration 9Q: 3 clusters Score -121803.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -121831.382812 Penalty: 2374.186279
	Iteration 10Q: 3 clusters Score -121831.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -121861.640625 Penalty: 2374.186279
	Iteration 11Q: 3 clusters Score -121861.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -121885.507812 Penalty: 2374.186279
	Iteration 12Q: 3 clusters Score -121885.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -121901.234375 Penalty: 2374.186279
	Iteration 13Q: 3 clusters Score -121901.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -121906.750000 Penalty: 2374.186279
	Iteration 14Q: 3 clusters Score -121906.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -121908.109375 Penalty: 2374.186279
	Iteration 15Q: 3 clusters Score -121908.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -121908.109375 Penalty: 2374.186279
	Iteration 16F: 3 clusters Score -121908.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 51548 members 
Mstep: Class 3 contains 42103 members 
Mstep: Class 4 contains 193935 members 
Mstep: Class 5 contains 6866 members 
Mstep: Class 6 contains 14780 members 
Mstep: Class 7 contains 12083 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 128309 members 
Mstep: Class 10 contains 24039 members 
Mstep: Class 11 contains 18439 members 
Mstep: Class 12 contains 121611 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 1158 members 
Mstep: Class 15 contains 16428 members 
Mstep: Class 16 contains 20212 members 
Mstep: Class 17 contains 85150 members 
Mstep: Class 18 contains 61010 members 
Mstep: Class 19 contains 6758 members 
Mstep: Class 20 contains 7122 members 
Mstep: Class 21 contains 7691 members 
Mstep: Class 22 contains 3387 members 
Mstep: Class 23 contains 60925 members 
Mstep: Class 24 contains 8231 members 
Mstep: Class 25 contains 12077 members 
Mstep: Class 26 contains 5901 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 8334 members 
Mstep: Class 29 contains 12502 members 
Mstep: Class 30 contains 900 members 
Entering Unmasked Estep 
Score: -84388152.000000 Penalty: 67143.117188
Splitting cluster 8 changes total score from -84388896.000000 to -84388152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (128309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128309 members 
Entering Unmasked Estep 
Score: -12153144.000000 Penalty: 1911.356934
	Iteration 0F: 2 clusters Score -1.215314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64357 members 
Mstep: Class 2 contains 63952 members 
Entering Unmasked Estep 
Score: -12067150.000000 Penalty: 3822.713867
	Iteration 0F: 3 clusters Score -1.206715e+07 nChanged 61706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66685 members 
Mstep: Class 2 contains 61624 members 
Entering Unmasked Estep 
Score: -12103425.000000 Penalty: 3822.713867
	Iteration 1F: 3 clusters Score -1.210342e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68013 members 
Mstep: Class 2 contains 60296 members 
Entering Unmasked Estep 
Score: -12104663.000000 Penalty: 3822.713867
	Iteration 2Q: 3 clusters Score -1.210466e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69931 members 
Mstep: Class 2 contains 58378 members 
Entering Unmasked Estep 
Score: -12106163.000000 Penalty: 3822.713867
	Iteration 3Q: 3 clusters Score -1.210616e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72750 members 
Mstep: Class 2 contains 55559 members 
Entering Unmasked Estep 
Score: -12108445.000000 Penalty: 3822.713867
	Iteration 4Q: 3 clusters Score -1.210844e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76804 members 
Mstep: Class 2 contains 51505 members 
Entering Unmasked Estep 
Score: -12111578.000000 Penalty: 3822.713867
	Iteration 5Q: 3 clusters Score -1.211158e+07 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82287 members 
Mstep: Class 2 contains 46022 members 
Entering Unmasked Estep 
Score: -12116174.000000 Penalty: 3822.713867
	Iteration 6F: 3 clusters Score -1.211617e+07 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89037 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -12121895.000000 Penalty: 3822.713867
	Iteration 7F: 3 clusters Score -1.21219e+07 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96583 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -12128529.000000 Penalty: 3822.713867
	Iteration 8F: 3 clusters Score -1.212853e+07 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103896 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -12134955.000000 Penalty: 3822.713867
	Iteration 9F: 3 clusters Score -1.213496e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110207 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -12139930.000000 Penalty: 3822.713867
	Iteration 10F: 3 clusters Score -1.213993e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115168 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -12143580.000000 Penalty: 3822.713867
	Iteration 11Q: 3 clusters Score -1.214358e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118997 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -12146118.000000 Penalty: 3822.713867
	Iteration 12Q: 3 clusters Score -1.214612e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121895 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -12147889.000000 Penalty: 3822.713867
	Iteration 13Q: 3 clusters Score -1.214789e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123951 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -12149150.000000 Penalty: 3822.713867
	Iteration 14Q: 3 clusters Score -1.214915e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125355 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -12149994.000000 Penalty: 3822.713867
	Iteration 15Q: 3 clusters Score -1.214999e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126276 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -12150564.000000 Penalty: 3822.713867
	Iteration 16Q: 3 clusters Score -1.215056e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126832 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -12150908.000000 Penalty: 3822.713867
	Iteration 17Q: 3 clusters Score -1.215091e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127163 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -12151128.000000 Penalty: 3822.713867
	Iteration 18Q: 3 clusters Score -1.215113e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127368 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -12151234.000000 Penalty: 3822.713867
	Iteration 19Q: 3 clusters Score -1.215123e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127515 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -12151355.000000 Penalty: 3822.713867
	Iteration 20F: 3 clusters Score -1.215136e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127609 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -12151403.000000 Penalty: 3822.713867
	Iteration 21Q: 3 clusters Score -1.21514e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127665 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -12151442.000000 Penalty: 3822.713867
	Iteration 22Q: 3 clusters Score -1.215144e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127702 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -12151483.000000 Penalty: 3822.713867
	Iteration 23Q: 3 clusters Score -1.215148e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127723 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -12151484.000000 Penalty: 3822.713867
	Iteration 24Q: 3 clusters Score -1.215148e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127741 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -12151497.000000 Penalty: 3822.713867
	Iteration 25Q: 3 clusters Score -1.21515e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127759 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -12151512.000000 Penalty: 3822.713867
	Iteration 26Q: 3 clusters Score -1.215151e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127773 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -12151528.000000 Penalty: 3822.713867
	Iteration 27Q: 3 clusters Score -1.215153e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127783 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -12151533.000000 Penalty: 3822.713867
	Iteration 28Q: 3 clusters Score -1.215153e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127791 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -12151540.000000 Penalty: 3822.713867
	Iteration 29Q: 3 clusters Score -1.215154e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127806 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -12151548.000000 Penalty: 3822.713867
	Iteration 30Q: 3 clusters Score -1.215155e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127812 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -12151569.000000 Penalty: 3822.713867
	Iteration 31Q: 3 clusters Score -1.215157e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127817 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -12151576.000000 Penalty: 3822.713867
	Iteration 32Q: 3 clusters Score -1.215158e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127821 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -12151591.000000 Penalty: 3822.713867
	Iteration 33Q: 3 clusters Score -1.215159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127824 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -12151587.000000 Penalty: 3822.713867
	Iteration 34Q: 3 clusters Score -1.215159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127827 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -12151579.000000 Penalty: 3822.713867
	Iteration 35Q: 3 clusters Score -1.215158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127828 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -12151577.000000 Penalty: 3822.713867
	Iteration 36Q: 3 clusters Score -1.215158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127825 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -12151585.000000 Penalty: 3822.713867
	Iteration 37Q: 3 clusters Score -1.215158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127828 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -12151583.000000 Penalty: 3822.713867
	Iteration 38Q: 3 clusters Score -1.215158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127829 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -12151592.000000 Penalty: 3822.713867
	Iteration 39Q: 3 clusters Score -1.215159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127831 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -12151591.000000 Penalty: 3822.713867
	Iteration 40F: 3 clusters Score -1.215159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127835 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -12151606.000000 Penalty: 3822.713867
	Iteration 41Q: 3 clusters Score -1.215161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127834 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -12151595.000000 Penalty: 3822.713867
	Iteration 42Q: 3 clusters Score -1.21516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127832 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -12151595.000000 Penalty: 3822.713867
	Iteration 43Q: 3 clusters Score -1.21516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127830 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -12151596.000000 Penalty: 3822.713867
	Iteration 44Q: 3 clusters Score -1.21516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127830 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -12151596.000000 Penalty: 3822.713867
	Iteration 45F: 3 clusters Score -1.21516e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -2191548.500000 Penalty: 1639.207886
	Iteration 0F: 2 clusters Score -2191548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2175302.500000 Penalty: 3278.415771
	Iteration 0F: 3 clusters Score -2175302 nChanged 10886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2181415.500000 Penalty: 3278.415771
	Iteration 1F: 3 clusters Score -2181416 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2181800.000000 Penalty: 3278.415771
	Iteration 2Q: 3 clusters Score -2181800 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2182131.250000 Penalty: 3278.415771
	Iteration 3Q: 3 clusters Score -2182131 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2182474.250000 Penalty: 3278.415771
	Iteration 4Q: 3 clusters Score -2182474 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2182803.500000 Penalty: 3278.415771
	Iteration 5Q: 3 clusters Score -2182804 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2183201.250000 Penalty: 3278.415771
	Iteration 6Q: 3 clusters Score -2183201 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2183663.250000 Penalty: 3278.415771
	Iteration 7Q: 3 clusters Score -2183663 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2184262.000000 Penalty: 3278.415771
	Iteration 8Q: 3 clusters Score -2184262 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2185009.750000 Penalty: 3278.415771
	Iteration 9F: 3 clusters Score -2185010 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2185844.500000 Penalty: 3278.415771
	Iteration 10F: 3 clusters Score -2185844 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2186645.000000 Penalty: 3278.415771
	Iteration 11Q: 3 clusters Score -2186645 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -2187302.000000 Penalty: 3278.415771
	Iteration 12Q: 3 clusters Score -2187302 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -2187774.250000 Penalty: 3278.415771
	Iteration 13Q: 3 clusters Score -2187774 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2188102.750000 Penalty: 3278.415771
	Iteration 14Q: 3 clusters Score -2188103 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2188301.750000 Penalty: 3278.415771
	Iteration 15Q: 3 clusters Score -2188302 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2188460.250000 Penalty: 3278.415771
	Iteration 16Q: 3 clusters Score -2188460 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -2188596.250000 Penalty: 3278.415771
	Iteration 17Q: 3 clusters Score -2188596 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2188709.750000 Penalty: 3278.415771
	Iteration 18Q: 3 clusters Score -2188710 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -2188791.000000 Penalty: 3278.415771
	Iteration 19Q: 3 clusters Score -2188791 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -2188882.250000 Penalty: 3278.415771
	Iteration 20F: 3 clusters Score -2188882 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -2188937.500000 Penalty: 3278.415771
	Iteration 21Q: 3 clusters Score -2188938 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2189018.250000 Penalty: 3278.415771
	Iteration 22Q: 3 clusters Score -2189018 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -2189074.750000 Penalty: 3278.415771
	Iteration 23Q: 3 clusters Score -2189075 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2189147.500000 Penalty: 3278.415771
	Iteration 24Q: 3 clusters Score -2189148 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2189187.750000 Penalty: 3278.415771
	Iteration 25Q: 3 clusters Score -2189188 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -2189237.250000 Penalty: 3278.415771
	Iteration 26Q: 3 clusters Score -2189237 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2189284.250000 Penalty: 3278.415771
	Iteration 27Q: 3 clusters Score -2189284 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -2189329.250000 Penalty: 3278.415771
	Iteration 28Q: 3 clusters Score -2189329 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -2189369.250000 Penalty: 3278.415771
	Iteration 29Q: 3 clusters Score -2189369 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2189420.750000 Penalty: 3278.415771
	Iteration 30Q: 3 clusters Score -2189421 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2189465.000000 Penalty: 3278.415771
	Iteration 31Q: 3 clusters Score -2189465 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -2189513.500000 Penalty: 3278.415771
	Iteration 32Q: 3 clusters Score -2189514 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -2189563.250000 Penalty: 3278.415771
	Iteration 33Q: 3 clusters Score -2189563 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -2189598.500000 Penalty: 3278.415771
	Iteration 34Q: 3 clusters Score -2189598 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2189639.250000 Penalty: 3278.415771
	Iteration 35Q: 3 clusters Score -2189639 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2189674.000000 Penalty: 3278.415771
	Iteration 36Q: 3 clusters Score -2189674 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -2189705.000000 Penalty: 3278.415771
	Iteration 37Q: 3 clusters Score -2189705 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2189736.500000 Penalty: 3278.415771
	Iteration 38Q: 3 clusters Score -2189736 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2189767.000000 Penalty: 3278.415771
	Iteration 39Q: 3 clusters Score -2189767 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2189797.750000 Penalty: 3278.415771
	Iteration 40F: 3 clusters Score -2189798 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2189841.750000 Penalty: 3278.415771
	Iteration 41Q: 3 clusters Score -2189842 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2189872.000000 Penalty: 3278.415771
	Iteration 42Q: 3 clusters Score -2189872 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2189889.000000 Penalty: 3278.415771
	Iteration 43Q: 3 clusters Score -2189889 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2189914.500000 Penalty: 3278.415771
	Iteration 44Q: 3 clusters Score -2189914 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2189941.000000 Penalty: 3278.415771
	Iteration 45Q: 3 clusters Score -2189941 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2189966.000000 Penalty: 3278.415771
	Iteration 46Q: 3 clusters Score -2189966 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2189988.750000 Penalty: 3278.415771
	Iteration 47Q: 3 clusters Score -2189989 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2190005.250000 Penalty: 3278.415771
	Iteration 48Q: 3 clusters Score -2190005 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2190030.750000 Penalty: 3278.415771
	Iteration 49Q: 3 clusters Score -2190031 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2190062.500000 Penalty: 3278.415771
	Iteration 50Q: 3 clusters Score -2190062 nChanged 89
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: -2190081.250000 Penalty: 3278.415771
	Iteration 51Q: 3 clusters Score -2190081 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2190100.750000 Penalty: 3278.415771
	Iteration 52Q: 3 clusters Score -2190101 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2190120.500000 Penalty: 3278.415771
	Iteration 53Q: 3 clusters Score -2190120 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2190129.000000 Penalty: 3278.415771
	Iteration 54Q: 3 clusters Score -2190129 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2190148.000000 Penalty: 3278.415771
	Iteration 55Q: 3 clusters Score -2190148 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2190169.750000 Penalty: 3278.415771
	Iteration 56Q: 3 clusters Score -2190170 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2190187.500000 Penalty: 3278.415771
	Iteration 57Q: 3 clusters Score -2190188 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2190204.500000 Penalty: 3278.415771
	Iteration 58Q: 3 clusters Score -2190204 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2190217.500000 Penalty: 3278.415771
	Iteration 59Q: 3 clusters Score -2190218 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2190227.750000 Penalty: 3278.415771
	Iteration 60F: 3 clusters Score -2190228 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2190239.000000 Penalty: 3278.415771
	Iteration 61Q: 3 clusters Score -2190239 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2190251.500000 Penalty: 3278.415771
	Iteration 62Q: 3 clusters Score -2190252 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2190274.250000 Penalty: 3278.415771
	Iteration 63Q: 3 clusters Score -2190274 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2190280.500000 Penalty: 3278.415771
	Iteration 64Q: 3 clusters Score -2190280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2190288.750000 Penalty: 3278.415771
	Iteration 65Q: 3 clusters Score -2190289 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2190304.250000 Penalty: 3278.415771
	Iteration 66Q: 3 clusters Score -2190304 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2190309.000000 Penalty: 3278.415771
	Iteration 67Q: 3 clusters Score -2190309 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2190323.250000 Penalty: 3278.415771
	Iteration 68Q: 3 clusters Score -2190323 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2190324.750000 Penalty: 3278.415771
	Iteration 69Q: 3 clusters Score -2190325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2190320.250000 Penalty: 3278.415771
	Iteration 70Q: 3 clusters Score -2190320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2190324.250000 Penalty: 3278.415771
	Iteration 71Q: 3 clusters Score -2190324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2190332.500000 Penalty: 3278.415771
	Iteration 72Q: 3 clusters Score -2190332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2190339.500000 Penalty: 3278.415771
	Iteration 73Q: 3 clusters Score -2190340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2190340.000000 Penalty: 3278.415771
	Iteration 74Q: 3 clusters Score -2190340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2190345.250000 Penalty: 3278.415771
	Iteration 75Q: 3 clusters Score -2190345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2190343.500000 Penalty: 3278.415771
	Iteration 76Q: 3 clusters Score -2190344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2190342.750000 Penalty: 3278.415771
	Iteration 77Q: 3 clusters Score -2190343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2190346.000000 Penalty: 3278.415771
	Iteration 78Q: 3 clusters Score -2190346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2190345.750000 Penalty: 3278.415771
	Iteration 79Q: 3 clusters Score -2190346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2190349.000000 Penalty: 3278.415771
	Iteration 80F: 3 clusters Score -2190349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2190356.500000 Penalty: 3278.415771
	Iteration 81Q: 3 clusters Score -2190356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2190362.750000 Penalty: 3278.415771
	Iteration 82Q: 3 clusters Score -2190363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2190369.500000 Penalty: 3278.415771
	Iteration 83Q: 3 clusters Score -2190370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2190375.250000 Penalty: 3278.415771
	Iteration 84Q: 3 clusters Score -2190375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2190383.750000 Penalty: 3278.415771
	Iteration 85Q: 3 clusters Score -2190384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2190387.000000 Penalty: 3278.415771
	Iteration 86Q: 3 clusters Score -2190387 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2190390.000000 Penalty: 3278.415771
	Iteration 87Q: 3 clusters Score -2190390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2190392.750000 Penalty: 3278.415771
	Iteration 88Q: 3 clusters Score -2190393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2190399.750000 Penalty: 3278.415771
	Iteration 89Q: 3 clusters Score -2190400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2190402.750000 Penalty: 3278.415771
	Iteration 90Q: 3 clusters Score -2190403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2190409.000000 Penalty: 3278.415771
	Iteration 91Q: 3 clusters Score -2190409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2190407.500000 Penalty: 3278.415771
	Iteration 92Q: 3 clusters Score -2190408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2190405.250000 Penalty: 3278.415771
	Iteration 93Q: 3 clusters Score -2190405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2190408.000000 Penalty: 3278.415771
	Iteration 94Q: 3 clusters Score -2190408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2190407.500000 Penalty: 3278.415771
	Iteration 95Q: 3 clusters Score -2190408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2190411.000000 Penalty: 3278.415771
	Iteration 96Q: 3 clusters Score -2190411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2190411.000000 Penalty: 3278.415771
	Iteration 97Q: 3 clusters Score -2190411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2190411.500000 Penalty: 3278.415771
	Iteration 98Q: 3 clusters Score -2190412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2190411.500000 Penalty: 3278.415771
	Iteration 99F: 3 clusters Score -2190412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Entering Unmasked Estep 
Score: -1497594.875000 Penalty: 1596.111328
	Iteration 0F: 2 clusters Score -1497595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1484979.625000 Penalty: 3192.222656
	Iteration 0F: 3 clusters Score -1484980 nChanged 8300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1489947.375000 Penalty: 3192.222656
	Iteration 1F: 3 clusters Score -1489947 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1491006.375000 Penalty: 3192.222656
	Iteration 2F: 3 clusters Score -1491006 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1492335.500000 Penalty: 3192.222656
	Iteration 3F: 3 clusters Score -1492336 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1493674.375000 Penalty: 3192.222656
	Iteration 4F: 3 clusters Score -1493674 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1494847.375000 Penalty: 3192.222656
	Iteration 5F: 3 clusters Score -1494847 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1495722.000000 Penalty: 3192.222656
	Iteration 6F: 3 clusters Score -1495722 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1496289.250000 Penalty: 3192.222656
	Iteration 7Q: 3 clusters Score -1496289 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1496634.375000 Penalty: 3192.222656
	Iteration 8Q: 3 clusters Score -1496634 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1496874.625000 Penalty: 3192.222656
	Iteration 9Q: 3 clusters Score -1496875 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1497049.625000 Penalty: 3192.222656
	Iteration 10Q: 3 clusters Score -1497050 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1497175.875000 Penalty: 3192.222656
	Iteration 11Q: 3 clusters Score -1497176 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1497262.125000 Penalty: 3192.222656
	Iteration 12Q: 3 clusters Score -1497262 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1497342.000000 Penalty: 3192.222656
	Iteration 13Q: 3 clusters Score -1497342 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1497417.750000 Penalty: 3192.222656
	Iteration 14Q: 3 clusters Score -1497418 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1497497.500000 Penalty: 3192.222656
	Iteration 15Q: 3 clusters Score -1497498 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1497578.125000 Penalty: 3192.222656
	Iteration 16Q: 3 clusters Score -1497578 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1497656.375000 Penalty: 3192.222656
	Iteration 17Q: 3 clusters Score -1497656 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1497702.250000 Penalty: 3192.222656
	Iteration 18Q: 3 clusters Score -1497702 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1497740.250000 Penalty: 3192.222656
	Iteration 19Q: 3 clusters Score -1497740 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1497759.375000 Penalty: 3192.222656
	Iteration 20F: 3 clusters Score -1497759 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1497767.625000 Penalty: 3192.222656
	Iteration 21Q: 3 clusters Score -1497768 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1497775.500000 Penalty: 3192.222656
	Iteration 22Q: 3 clusters Score -1497776 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1497779.125000 Penalty: 3192.222656
	Iteration 23Q: 3 clusters Score -1497779 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1497780.750000 Penalty: 3192.222656
	Iteration 24Q: 3 clusters Score -1497781 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1497792.500000 Penalty: 3192.222656
	Iteration 25Q: 3 clusters Score -1497792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1497795.125000 Penalty: 3192.222656
	Iteration 26Q: 3 clusters Score -1497795 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1497795.250000 Penalty: 3192.222656
	Iteration 27Q: 3 clusters Score -1497795 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1497795.000000 Penalty: 3192.222656
	Iteration 28Q: 3 clusters Score -1497795 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1497799.125000 Penalty: 3192.222656
	Iteration 29Q: 3 clusters Score -1497799 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1497799.750000 Penalty: 3192.222656
	Iteration 30Q: 3 clusters Score -1497800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1497808.375000 Penalty: 3192.222656
	Iteration 31Q: 3 clusters Score -1497808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1497806.875000 Penalty: 3192.222656
	Iteration 32Q: 3 clusters Score -1497807 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1497811.375000 Penalty: 3192.222656
	Iteration 33Q: 3 clusters Score -1497811 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1497813.125000 Penalty: 3192.222656
	Iteration 34Q: 3 clusters Score -1497813 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1497819.625000 Penalty: 3192.222656
	Iteration 35Q: 3 clusters Score -1497820 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1497822.500000 Penalty: 3192.222656
	Iteration 36Q: 3 clusters Score -1497822 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1497825.000000 Penalty: 3192.222656
	Iteration 37Q: 3 clusters Score -1497825 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1497828.750000 Penalty: 3192.222656
	Iteration 38Q: 3 clusters Score -1497829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1497830.625000 Penalty: 3192.222656
	Iteration 39Q: 3 clusters Score -1497831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1497826.375000 Penalty: 3192.222656
	Iteration 40F: 3 clusters Score -1497826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1497831.750000 Penalty: 3192.222656
	Iteration 41Q: 3 clusters Score -1497832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1497831.500000 Penalty: 3192.222656
	Iteration 42Q: 3 clusters Score -1497832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1497831.875000 Penalty: 3192.222656
	Iteration 43Q: 3 clusters Score -1497832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1497832.875000 Penalty: 3192.222656
	Iteration 44Q: 3 clusters Score -1497833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1497831.250000 Penalty: 3192.222656
	Iteration 45Q: 3 clusters Score -1497831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1497832.750000 Penalty: 3192.222656
	Iteration 46Q: 3 clusters Score -1497833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1497834.875000 Penalty: 3192.222656
	Iteration 47Q: 3 clusters Score -1497835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1497836.000000 Penalty: 3192.222656
	Iteration 48Q: 3 clusters Score -1497836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1497833.875000 Penalty: 3192.222656
	Iteration 49Q: 3 clusters Score -1497834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1497834.875000 Penalty: 3192.222656
	Iteration 50Q: 3 clusters Score -1497835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1497835.000000 Penalty: 3192.222656
	Iteration 51Q: 3 clusters Score -1497835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1497833.250000 Penalty: 3192.222656
	Iteration 52Q: 3 clusters Score -1497833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1497834.000000 Penalty: 3192.222656
	Iteration 53Q: 3 clusters Score -1497834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1497836.375000 Penalty: 3192.222656
	Iteration 54Q: 3 clusters Score -1497836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1497837.625000 Penalty: 3192.222656
	Iteration 55Q: 3 clusters Score -1497838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1497836.125000 Penalty: 3192.222656
	Iteration 56Q: 3 clusters Score -1497836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1497834.750000 Penalty: 3192.222656
	Iteration 57Q: 3 clusters Score -1497835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1497834.875000 Penalty: 3192.222656
	Iteration 58Q: 3 clusters Score -1497835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1497836.625000 Penalty: 3192.222656
	Iteration 59Q: 3 clusters Score -1497837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1497835.375000 Penalty: 3192.222656
	Iteration 60F: 3 clusters Score -1497835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 51548 members 
Mstep: Class 3 contains 42103 members 
Mstep: Class 4 contains 193935 members 
Mstep: Class 5 contains 6866 members 
Mstep: Class 6 contains 14780 members 
Mstep: Class 7 contains 12083 members 
Mstep: Class 8 contains 1488 members 
Mstep: Class 9 contains 128309 members 
Mstep: Class 10 contains 24039 members 
Mstep: Class 11 contains 6083 members 
Mstep: Class 12 contains 121611 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 1158 members 
Mstep: Class 15 contains 16428 members 
Mstep: Class 16 contains 20212 members 
Mstep: Class 17 contains 85150 members 
Mstep: Class 18 contains 61010 members 
Mstep: Class 19 contains 6758 members 
Mstep: Class 20 contains 7122 members 
Mstep: Class 21 contains 7691 members 
Mstep: Class 22 contains 3387 members 
Mstep: Class 23 contains 60925 members 
Mstep: Class 24 contains 8231 members 
Mstep: Class 25 contains 12077 members 
Mstep: Class 26 contains 5901 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 8334 members 
Mstep: Class 29 contains 12502 members 
Mstep: Class 30 contains 12356 members 
Entering Unmasked Estep 
Score: -84388624.000000 Penalty: 67143.117188
Splitting cluster 11 changes total score from -84388896.000000 to -84388624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (121611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121611 members 
Entering Unmasked Estep 
Score: -11076492.000000 Penalty: 1902.644775
	Iteration 0F: 2 clusters Score -1.107649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60670 members 
Mstep: Class 2 contains 60941 members 
Entering Unmasked Estep 
Score: -10994883.000000 Penalty: 3805.289551
	Iteration 0F: 3 clusters Score -1.099488e+07 nChanged 58505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60653 members 
Mstep: Class 2 contains 60958 members 
Entering Unmasked Estep 
Score: -11029176.000000 Penalty: 3805.289551
	Iteration 1F: 3 clusters Score -1.102918e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60851 members 
Mstep: Class 2 contains 60760 members 
Entering Unmasked Estep 
Score: -11029883.000000 Penalty: 3805.289551
	Iteration 2Q: 3 clusters Score -1.102988e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61163 members 
Mstep: Class 2 contains 60448 members 
Entering Unmasked Estep 
Score: -11030771.000000 Penalty: 3805.289551
	Iteration 3Q: 3 clusters Score -1.103077e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61509 members 
Mstep: Class 2 contains 60102 members 
Entering Unmasked Estep 
Score: -11032064.000000 Penalty: 3805.289551
	Iteration 4Q: 3 clusters Score -1.103206e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61831 members 
Mstep: Class 2 contains 59780 members 
Entering Unmasked Estep 
Score: -11033559.000000 Penalty: 3805.289551
	Iteration 5Q: 3 clusters Score -1.103356e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62250 members 
Mstep: Class 2 contains 59361 members 
Entering Unmasked Estep 
Score: -11035650.000000 Penalty: 3805.289551
	Iteration 6Q: 3 clusters Score -1.103565e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62456 members 
Mstep: Class 2 contains 59155 members 
Entering Unmasked Estep 
Score: -11038125.000000 Penalty: 3805.289551
	Iteration 7Q: 3 clusters Score -1.103812e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62336 members 
Mstep: Class 2 contains 59275 members 
Entering Unmasked Estep 
Score: -11040914.000000 Penalty: 3805.289551
	Iteration 8Q: 3 clusters Score -1.104091e+07 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61567 members 
Mstep: Class 2 contains 60044 members 
Entering Unmasked Estep 
Score: -11043743.000000 Penalty: 3805.289551
	Iteration 9F: 3 clusters Score -1.104374e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60038 members 
Mstep: Class 2 contains 61573 members 
Entering Unmasked Estep 
Score: -11046943.000000 Penalty: 3805.289551
	Iteration 10Q: 3 clusters Score -1.104694e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57573 members 
Mstep: Class 2 contains 64038 members 
Entering Unmasked Estep 
Score: -11050914.000000 Penalty: 3805.289551
	Iteration 11F: 3 clusters Score -1.105091e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54043 members 
Mstep: Class 2 contains 67568 members 
Entering Unmasked Estep 
Score: -11056594.000000 Penalty: 3805.289551
	Iteration 12F: 3 clusters Score -1.105659e+07 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49814 members 
Mstep: Class 2 contains 71797 members 
Entering Unmasked Estep 
Score: -11065944.000000 Penalty: 3805.289551
	Iteration 13F: 3 clusters Score -1.106594e+07 nChanged 8076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46294 members 
Mstep: Class 2 contains 75317 members 
Entering Unmasked Estep 
Score: -11077893.000000 Penalty: 3805.289551
	Iteration 14F: 3 clusters Score -1.107789e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 76628 members 
Entering Unmasked Estep 
Score: -11086568.000000 Penalty: 3805.289551
	Iteration 15F: 3 clusters Score -1.108657e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 76543 members 
Entering Unmasked Estep 
Score: -11089477.000000 Penalty: 3805.289551
	Iteration 16Q: 3 clusters Score -1.108948e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 76056 members 
Entering Unmasked Estep 
Score: -11090253.000000 Penalty: 3805.289551
	Iteration 17Q: 3 clusters Score -1.109025e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46096 members 
Mstep: Class 2 contains 75515 members 
Entering Unmasked Estep 
Score: -11090568.000000 Penalty: 3805.289551
	Iteration 18Q: 3 clusters Score -1.109057e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46531 members 
Mstep: Class 2 contains 75080 members 
Entering Unmasked Estep 
Score: -11090650.000000 Penalty: 3805.289551
	Iteration 19Q: 3 clusters Score -1.109065e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46874 members 
Mstep: Class 2 contains 74737 members 
Entering Unmasked Estep 
Score: -11090727.000000 Penalty: 3805.289551
	Iteration 20F: 3 clusters Score -1.109073e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Mstep: Class 2 contains 74458 members 
Entering Unmasked Estep 
Score: -11090779.000000 Penalty: 3805.289551
	Iteration 21Q: 3 clusters Score -1.109078e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 74223 members 
Entering Unmasked Estep 
Score: -11090791.000000 Penalty: 3805.289551
	Iteration 22Q: 3 clusters Score -1.109079e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47578 members 
Mstep: Class 2 contains 74033 members 
Entering Unmasked Estep 
Score: -11090796.000000 Penalty: 3805.289551
	Iteration 23Q: 3 clusters Score -1.10908e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47732 members 
Mstep: Class 2 contains 73879 members 
Entering Unmasked Estep 
Score: -11090807.000000 Penalty: 3805.289551
	Iteration 24Q: 3 clusters Score -1.109081e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 73732 members 
Entering Unmasked Estep 
Score: -11090814.000000 Penalty: 3805.289551
	Iteration 25Q: 3 clusters Score -1.109081e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48003 members 
Mstep: Class 2 contains 73608 members 
Entering Unmasked Estep 
Score: -11090808.000000 Penalty: 3805.289551
	Iteration 26Q: 3 clusters Score -1.109081e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48099 members 
Mstep: Class 2 contains 73512 members 
Entering Unmasked Estep 
Score: -11090809.000000 Penalty: 3805.289551
	Iteration 27Q: 3 clusters Score -1.109081e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 73439 members 
Entering Unmasked Estep 
Score: -11090786.000000 Penalty: 3805.289551
	Iteration 28Q: 3 clusters Score -1.109079e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48230 members 
Mstep: Class 2 contains 73381 members 
Entering Unmasked Estep 
Score: -11090778.000000 Penalty: 3805.289551
	Iteration 29Q: 3 clusters Score -1.109078e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48276 members 
Mstep: Class 2 contains 73335 members 
Entering Unmasked Estep 
Score: -11090772.000000 Penalty: 3805.289551
	Iteration 30Q: 3 clusters Score -1.109077e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48313 members 
Mstep: Class 2 contains 73298 members 
Entering Unmasked Estep 
Score: -11090773.000000 Penalty: 3805.289551
	Iteration 31Q: 3 clusters Score -1.109077e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48346 members 
Mstep: Class 2 contains 73265 members 
Entering Unmasked Estep 
Score: -11090770.000000 Penalty: 3805.289551
	Iteration 32Q: 3 clusters Score -1.109077e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48372 members 
Mstep: Class 2 contains 73239 members 
Entering Unmasked Estep 
Score: -11090767.000000 Penalty: 3805.289551
	Iteration 33Q: 3 clusters Score -1.109077e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 73225 members 
Entering Unmasked Estep 
Score: -11090767.000000 Penalty: 3805.289551
	Iteration 34Q: 3 clusters Score -1.109077e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48396 members 
Mstep: Class 2 contains 73215 members 
Entering Unmasked Estep 
Score: -11090767.000000 Penalty: 3805.289551
	Iteration 35Q: 3 clusters Score -1.109077e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48403 members 
Mstep: Class 2 contains 73208 members 
Entering Unmasked Estep 
Score: -11090766.000000 Penalty: 3805.289551
	Iteration 36Q: 3 clusters Score -1.109077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48409 members 
Mstep: Class 2 contains 73202 members 
Entering Unmasked Estep 
Score: -11090762.000000 Penalty: 3805.289551
	Iteration 37Q: 3 clusters Score -1.109076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48412 members 
Mstep: Class 2 contains 73199 members 
Entering Unmasked Estep 
Score: -11090770.000000 Penalty: 3805.289551
	Iteration 38Q: 3 clusters Score -1.109077e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48412 members 
Mstep: Class 2 contains 73199 members 
Entering Unmasked Estep 
Score: -11090770.000000 Penalty: 3805.289551
	Iteration 39F: 3 clusters Score -1.109077e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 51548 members 
Mstep: Class 3 contains 42103 members 
Mstep: Class 4 contains 193935 members 
Mstep: Class 5 contains 6866 members 
Mstep: Class 6 contains 14780 members 
Mstep: Class 7 contains 12083 members 
Mstep: Class 8 contains 1488 members 
Mstep: Class 9 contains 128309 members 
Mstep: Class 10 contains 24039 members 
Mstep: Class 11 contains 18439 members 
Mstep: Class 12 contains 48412 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 1158 members 
Mstep: Class 15 contains 16428 members 
Mstep: Class 16 contains 20212 members 
Mstep: Class 17 contains 85150 members 
Mstep: Class 18 contains 61010 members 
Mstep: Class 19 contains 6758 members 
Mstep: Class 20 contains 7122 members 
Mstep: Class 21 contains 7691 members 
Mstep: Class 22 contains 3387 members 
Mstep: Class 23 contains 60925 members 
Mstep: Class 24 contains 8231 members 
Mstep: Class 25 contains 12077 members 
Mstep: Class 26 contains 5901 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 8334 members 
Mstep: Class 29 contains 12502 members 
Mstep: Class 30 contains 73199 members 
Entering Unmasked Estep 
Score: -84403056.000000 Penalty: 67143.117188
Splitting cluster 12 changes total score from -84388896.000000 to -84403056.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 13 (5105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Entering Unmasked Estep 
Score: -444394.125000 Penalty: 1387.421021
	Iteration 0F: 2 clusters Score -444394.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -440317.625000 Penalty: 2774.842041
	Iteration 0F: 3 clusters Score -440317.6 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -441422.406250 Penalty: 2774.842041
	Iteration 1F: 3 clusters Score -441422.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -441652.562500 Penalty: 2774.842041
	Iteration 2F: 3 clusters Score -441652.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -441892.500000 Penalty: 2774.842041
	Iteration 3F: 3 clusters Score -441892.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -442181.750000 Penalty: 2774.842041
	Iteration 4F: 3 clusters Score -442181.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -442482.125000 Penalty: 2774.842041
	Iteration 5F: 3 clusters Score -442482.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -442772.000000 Penalty: 2774.842041
	Iteration 6F: 3 clusters Score -442772 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -442985.156250 Penalty: 2774.842041
	Iteration 7Q: 3 clusters Score -442985.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -443139.093750 Penalty: 2774.842041
	Iteration 8Q: 3 clusters Score -443139.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -443248.781250 Penalty: 2774.842041
	Iteration 9Q: 3 clusters Score -443248.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -443336.250000 Penalty: 2774.842041
	Iteration 10Q: 3 clusters Score -443336.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -443408.968750 Penalty: 2774.842041
	Iteration 11Q: 3 clusters Score -443409 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -443453.093750 Penalty: 2774.842041
	Iteration 12Q: 3 clusters Score -443453.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -443486.750000 Penalty: 2774.842041
	Iteration 13Q: 3 clusters Score -443486.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -443514.843750 Penalty: 2774.842041
	Iteration 14Q: 3 clusters Score -443514.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -443533.250000 Penalty: 2774.842041
	Iteration 15Q: 3 clusters Score -443533.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -443547.562500 Penalty: 2774.842041
	Iteration 16Q: 3 clusters Score -443547.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -443560.375000 Penalty: 2774.842041
	Iteration 17Q: 3 clusters Score -443560.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -443572.656250 Penalty: 2774.842041
	Iteration 18Q: 3 clusters Score -443572.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -443587.437500 Penalty: 2774.842041
	Iteration 19Q: 3 clusters Score -443587.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -443601.593750 Penalty: 2774.842041
	Iteration 20F: 3 clusters Score -443601.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -443617.250000 Penalty: 2774.842041
	Iteration 21Q: 3 clusters Score -443617.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -443631.093750 Penalty: 2774.842041
	Iteration 22Q: 3 clusters Score -443631.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -443650.375000 Penalty: 2774.842041
	Iteration 23Q: 3 clusters Score -443650.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -443682.718750 Penalty: 2774.842041
	Iteration 24Q: 3 clusters Score -443682.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -443709.437500 Penalty: 2774.842041
	Iteration 25Q: 3 clusters Score -443709.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -443726.156250 Penalty: 2774.842041
	Iteration 26Q: 3 clusters Score -443726.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -443741.750000 Penalty: 2774.842041
	Iteration 27Q: 3 clusters Score -443741.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -443755.500000 Penalty: 2774.842041
	Iteration 28Q: 3 clusters Score -443755.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -443774.093750 Penalty: 2774.842041
	Iteration 29Q: 3 clusters Score -443774.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -443792.531250 Penalty: 2774.842041
	Iteration 30Q: 3 clusters Score -443792.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -443813.906250 Penalty: 2774.842041
	Iteration 31Q: 3 clusters Score -443813.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -443842.187500 Penalty: 2774.842041
	Iteration 32Q: 3 clusters Score -443842.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -443887.000000 Penalty: 2774.842041
	Iteration 33Q: 3 clusters Score -443887 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -443936.812500 Penalty: 2774.842041
	Iteration 34Q: 3 clusters Score -443936.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -444010.375000 Penalty: 2774.842041
	Iteration 35Q: 3 clusters Score -444010.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -444075.843750 Penalty: 2774.842041
	Iteration 36Q: 3 clusters Score -444075.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -444133.843750 Penalty: 2774.842041
	Iteration 37Q: 3 clusters Score -444133.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -444173.687500 Penalty: 2774.842041
	Iteration 38Q: 3 clusters Score -444173.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -444195.093750 Penalty: 2774.842041
	Iteration 39Q: 3 clusters Score -444195.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -444219.218750 Penalty: 2774.842041
	Iteration 40F: 3 clusters Score -444219.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -444227.906250 Penalty: 2774.842041
	Iteration 41Q: 3 clusters Score -444227.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -444237.875000 Penalty: 2774.842041
	Iteration 42Q: 3 clusters Score -444237.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -444250.593750 Penalty: 2774.842041
	Iteration 43Q: 3 clusters Score -444250.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -444262.625000 Penalty: 2774.842041
	Iteration 44Q: 3 clusters Score -444262.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -444275.343750 Penalty: 2774.842041
	Iteration 45Q: 3 clusters Score -444275.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -444290.593750 Penalty: 2774.842041
	Iteration 46Q: 3 clusters Score -444290.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -444309.718750 Penalty: 2774.842041
	Iteration 47Q: 3 clusters Score -444309.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -444325.312500 Penalty: 2774.842041
	Iteration 48Q: 3 clusters Score -444325.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -444362.593750 Penalty: 2774.842041
	Iteration 49Q: 3 clusters Score -444362.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -444445.593750 Penalty: 2774.842041
	Iteration 50Q: 3 clusters Score -444445.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -444553.125000 Penalty: 2774.842041
	Iteration 51Q: 3 clusters Score -444553.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -444606.250000 Penalty: 2774.842041
	Iteration 52Q: 3 clusters Score -444606.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -444614.218750 Penalty: 2774.842041
	Iteration 53Q: 3 clusters Score -444614.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -444616.781250 Penalty: 2774.842041
	Iteration 54Q: 3 clusters Score -444616.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -444617.812500 Penalty: 2774.842041
	Iteration 55Q: 3 clusters Score -444617.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -444618.031250 Penalty: 2774.842041
	Iteration 56Q: 3 clusters Score -444618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -444619.062500 Penalty: 2774.842041
	Iteration 57Q: 3 clusters Score -444619.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -444618.843750 Penalty: 2774.842041
	Iteration 58Q: 3 clusters Score -444618.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -444619.625000 Penalty: 2774.842041
	Iteration 59Q: 3 clusters Score -444619.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -444619.687500 Penalty: 2774.842041
	Iteration 60F: 3 clusters Score -444619.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -444620.406250 Penalty: 2774.842041
	Iteration 61Q: 3 clusters Score -444620.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -444620.406250 Penalty: 2774.842041
	Iteration 62F: 3 clusters Score -444620.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 51548 members 
Mstep: Class 3 contains 42103 members 
Mstep: Class 4 contains 193935 members 
Mstep: Class 5 contains 6866 members 
Mstep: Class 6 contains 14780 members 
Mstep: Class 7 contains 12083 members 
Mstep: Class 8 contains 1488 members 
Mstep: Class 9 contains 128309 members 
Mstep: Class 10 contains 24039 members 
Mstep: Class 11 contains 18439 members 
Mstep: Class 12 contains 48412 members 
Mstep: Class 13 contains 3879 members 
Mstep: Class 14 contains 1158 members 
Mstep: Class 15 contains 16428 members 
Mstep: Class 16 contains 20212 members 
Mstep: Class 17 contains 85150 members 
Mstep: Class 18 contains 61010 members 
Mstep: Class 19 contains 6758 members 
Mstep: Class 20 contains 7122 members 
Mstep: Class 21 contains 7691 members 
Mstep: Class 22 contains 3387 members 
Mstep: Class 23 contains 60925 members 
Mstep: Class 24 contains 8231 members 
Mstep: Class 25 contains 12077 members 
Mstep: Class 26 contains 5901 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 8334 members 
Mstep: Class 29 contains 12502 members 
Mstep: Class 30 contains 73199 members 
Mstep: Class 31 contains 1226 members 
Entering Unmasked Estep 
Score: -84402408.000000 Penalty: 69381.218750
Splitting cluster 13 changes total score from -84388896.000000 to -84402408.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 14 (1158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Entering Unmasked Estep 
Score: -92051.546875 Penalty: 1146.348022
	Iteration 0F: 2 clusters Score -92051.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -90556.757812 Penalty: 2292.696045
	Iteration 0F: 3 clusters Score -90556.76 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -90955.914062 Penalty: 2292.696045
	Iteration 1F: 3 clusters Score -90955.91 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -91083.406250 Penalty: 2292.696045
	Iteration 2F: 3 clusters Score -91083.41 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -91171.031250 Penalty: 2292.696045
	Iteration 3F: 3 clusters Score -91171.03 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -91253.875000 Penalty: 2292.696045
	Iteration 4Q: 3 clusters Score -91253.88 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -91314.476562 Penalty: 2292.696045
	Iteration 5Q: 3 clusters Score -91314.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -91364.546875 Penalty: 2292.696045
	Iteration 6Q: 3 clusters Score -91364.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -91414.273438 Penalty: 2292.696045
	Iteration 7Q: 3 clusters Score -91414.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -91456.765625 Penalty: 2292.696045
	Iteration 8Q: 3 clusters Score -91456.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -91476.257812 Penalty: 2292.696045
	Iteration 9Q: 3 clusters Score -91476.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -91490.437500 Penalty: 2292.696045
	Iteration 10Q: 3 clusters Score -91490.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -91498.671875 Penalty: 2292.696045
	Iteration 11Q: 3 clusters Score -91498.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -91504.007812 Penalty: 2292.696045
	Iteration 12Q: 3 clusters Score -91504.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -91506.312500 Penalty: 2292.696045
	Iteration 13Q: 3 clusters Score -91506.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -91506.312500 Penalty: 2292.696045
	Iteration 14F: 3 clusters Score -91506.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Entering Unmasked Estep 
Score: -1358162.375000 Penalty: 1577.345581
	Iteration 0F: 2 clusters Score -1358162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1346867.375000 Penalty: 3154.691162
	Iteration 0F: 3 clusters Score -1346867 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1351198.125000 Penalty: 3154.691162
	Iteration 1F: 3 clusters Score -1351198 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1351725.125000 Penalty: 3154.691162
	Iteration 2F: 3 clusters Score -1351725 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1352323.625000 Penalty: 3154.691162
	Iteration 3F: 3 clusters Score -1352324 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1353000.125000 Penalty: 3154.691162
	Iteration 4F: 3 clusters Score -1353000 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1353677.875000 Penalty: 3154.691162
	Iteration 5F: 3 clusters Score -1353678 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1354307.000000 Penalty: 3154.691162
	Iteration 6F: 3 clusters Score -1354307 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1354806.125000 Penalty: 3154.691162
	Iteration 7F: 3 clusters Score -1354806 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1355170.250000 Penalty: 3154.691162
	Iteration 8Q: 3 clusters Score -1355170 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1355417.375000 Penalty: 3154.691162
	Iteration 9Q: 3 clusters Score -1355417 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1355572.250000 Penalty: 3154.691162
	Iteration 10Q: 3 clusters Score -1355572 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1355669.125000 Penalty: 3154.691162
	Iteration 11Q: 3 clusters Score -1355669 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1355733.125000 Penalty: 3154.691162
	Iteration 12Q: 3 clusters Score -1355733 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1355790.625000 Penalty: 3154.691162
	Iteration 13Q: 3 clusters Score -1355791 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1355846.125000 Penalty: 3154.691162
	Iteration 14Q: 3 clusters Score -1355846 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1355892.500000 Penalty: 3154.691162
	Iteration 15Q: 3 clusters Score -1355892 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1355928.000000 Penalty: 3154.691162
	Iteration 16Q: 3 clusters Score -1355928 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1355959.625000 Penalty: 3154.691162
	Iteration 17Q: 3 clusters Score -1355960 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1355988.875000 Penalty: 3154.691162
	Iteration 18Q: 3 clusters Score -1355989 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1356019.375000 Penalty: 3154.691162
	Iteration 19Q: 3 clusters Score -1356019 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1356048.375000 Penalty: 3154.691162
	Iteration 20F: 3 clusters Score -1356048 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1356077.375000 Penalty: 3154.691162
	Iteration 21Q: 3 clusters Score -1356077 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1356091.750000 Penalty: 3154.691162
	Iteration 22Q: 3 clusters Score -1356092 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1356114.875000 Penalty: 3154.691162
	Iteration 23Q: 3 clusters Score -1356115 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1356129.500000 Penalty: 3154.691162
	Iteration 24Q: 3 clusters Score -1356130 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1356139.500000 Penalty: 3154.691162
	Iteration 25Q: 3 clusters Score -1356140 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1356163.625000 Penalty: 3154.691162
	Iteration 26Q: 3 clusters Score -1356164 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1356180.750000 Penalty: 3154.691162
	Iteration 27Q: 3 clusters Score -1356181 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1356199.125000 Penalty: 3154.691162
	Iteration 28Q: 3 clusters Score -1356199 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1356222.625000 Penalty: 3154.691162
	Iteration 29Q: 3 clusters Score -1356223 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1356244.500000 Penalty: 3154.691162
	Iteration 30Q: 3 clusters Score -1356244 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1356258.625000 Penalty: 3154.691162
	Iteration 31Q: 3 clusters Score -1356259 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1356278.375000 Penalty: 3154.691162
	Iteration 32Q: 3 clusters Score -1356278 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1356304.125000 Penalty: 3154.691162
	Iteration 33Q: 3 clusters Score -1356304 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1356328.375000 Penalty: 3154.691162
	Iteration 34Q: 3 clusters Score -1356328 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1356357.375000 Penalty: 3154.691162
	Iteration 35Q: 3 clusters Score -1356357 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1356380.750000 Penalty: 3154.691162
	Iteration 36Q: 3 clusters Score -1356381 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1356408.125000 Penalty: 3154.691162
	Iteration 37Q: 3 clusters Score -1356408 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1356441.750000 Penalty: 3154.691162
	Iteration 38Q: 3 clusters Score -1356442 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1356472.625000 Penalty: 3154.691162
	Iteration 39Q: 3 clusters Score -1356473 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1356510.250000 Penalty: 3154.691162
	Iteration 40F: 3 clusters Score -1356510 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1356561.000000 Penalty: 3154.691162
	Iteration 41Q: 3 clusters Score -1356561 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1356613.125000 Penalty: 3154.691162
	Iteration 42Q: 3 clusters Score -1356613 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1356659.500000 Penalty: 3154.691162
	Iteration 43Q: 3 clusters Score -1356660 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1356711.125000 Penalty: 3154.691162
	Iteration 44Q: 3 clusters Score -1356711 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1356757.250000 Penalty: 3154.691162
	Iteration 45Q: 3 clusters Score -1356757 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1356809.250000 Penalty: 3154.691162
	Iteration 46Q: 3 clusters Score -1356809 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1356871.250000 Penalty: 3154.691162
	Iteration 47Q: 3 clusters Score -1356871 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1356931.125000 Penalty: 3154.691162
	Iteration 48Q: 3 clusters Score -1356931 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1356990.375000 Penalty: 3154.691162
	Iteration 49Q: 3 clusters Score -1356990 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1357062.000000 Penalty: 3154.691162
	Iteration 50Q: 3 clusters Score -1357062 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1357125.750000 Penalty: 3154.691162
	Iteration 51Q: 3 clusters Score -1357126 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1357199.000000 Penalty: 3154.691162
	Iteration 52Q: 3 clusters Score -1357199 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1357269.375000 Penalty: 3154.691162
	Iteration 53Q: 3 clusters Score -1357269 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1357343.250000 Penalty: 3154.691162
	Iteration 54Q: 3 clusters Score -1357343 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1357412.500000 Penalty: 3154.691162
	Iteration 55Q: 3 clusters Score -1357412 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1357476.375000 Penalty: 3154.691162
	Iteration 56Q: 3 clusters Score -1357476 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1357532.750000 Penalty: 3154.691162
	Iteration 57Q: 3 clusters Score -1357533 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1357581.250000 Penalty: 3154.691162
	Iteration 58Q: 3 clusters Score -1357581 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1357623.125000 Penalty: 3154.691162
	Iteration 59Q: 3 clusters Score -1357623 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1357654.625000 Penalty: 3154.691162
	Iteration 60F: 3 clusters Score -1357655 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1357681.375000 Penalty: 3154.691162
	Iteration 61Q: 3 clusters Score -1357681 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1357708.000000 Penalty: 3154.691162
	Iteration 62Q: 3 clusters Score -1357708 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1357731.000000 Penalty: 3154.691162
	Iteration 63Q: 3 clusters Score -1357731 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1357750.250000 Penalty: 3154.691162
	Iteration 64Q: 3 clusters Score -1357750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1357752.500000 Penalty: 3154.691162
	Iteration 65Q: 3 clusters Score -1357752 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1357759.250000 Penalty: 3154.691162
	Iteration 66Q: 3 clusters Score -1357759 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1357770.500000 Penalty: 3154.691162
	Iteration 67Q: 3 clusters Score -1357770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1357774.500000 Penalty: 3154.691162
	Iteration 68Q: 3 clusters Score -1357774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1357777.250000 Penalty: 3154.691162
	Iteration 69Q: 3 clusters Score -1357777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1357780.250000 Penalty: 3154.691162
	Iteration 70Q: 3 clusters Score -1357780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1357783.750000 Penalty: 3154.691162
	Iteration 71Q: 3 clusters Score -1357784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1357786.500000 Penalty: 3154.691162
	Iteration 72Q: 3 clusters Score -1357786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1357785.750000 Penalty: 3154.691162
	Iteration 73Q: 3 clusters Score -1357786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1357792.625000 Penalty: 3154.691162
	Iteration 74Q: 3 clusters Score -1357793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1357793.875000 Penalty: 3154.691162
	Iteration 75Q: 3 clusters Score -1357794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1357797.375000 Penalty: 3154.691162
	Iteration 76Q: 3 clusters Score -1357797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1357798.250000 Penalty: 3154.691162
	Iteration 77Q: 3 clusters Score -1357798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1357800.750000 Penalty: 3154.691162
	Iteration 78Q: 3 clusters Score -1357801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1357800.625000 Penalty: 3154.691162
	Iteration 79Q: 3 clusters Score -1357801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1357800.750000 Penalty: 3154.691162
	Iteration 80F: 3 clusters Score -1357801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1357805.875000 Penalty: 3154.691162
	Iteration 81Q: 3 clusters Score -1357806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1357807.000000 Penalty: 3154.691162
	Iteration 82Q: 3 clusters Score -1357807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1357808.250000 Penalty: 3154.691162
	Iteration 83Q: 3 clusters Score -1357808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1357807.250000 Penalty: 3154.691162
	Iteration 84Q: 3 clusters Score -1357807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1357808.375000 Penalty: 3154.691162
	Iteration 85Q: 3 clusters Score -1357808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1357812.875000 Penalty: 3154.691162
	Iteration 86Q: 3 clusters Score -1357813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1357817.375000 Penalty: 3154.691162
	Iteration 87Q: 3 clusters Score -1357817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1357818.250000 Penalty: 3154.691162
	Iteration 88Q: 3 clusters Score -1357818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1357818.500000 Penalty: 3154.691162
	Iteration 89Q: 3 clusters Score -1357818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1357820.750000 Penalty: 3154.691162
	Iteration 90Q: 3 clusters Score -1357821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1357823.000000 Penalty: 3154.691162
	Iteration 91Q: 3 clusters Score -1357823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1357828.375000 Penalty: 3154.691162
	Iteration 92Q: 3 clusters Score -1357828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1357833.125000 Penalty: 3154.691162
	Iteration 93Q: 3 clusters Score -1357833 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1357835.500000 Penalty: 3154.691162
	Iteration 94Q: 3 clusters Score -1357836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1357836.500000 Penalty: 3154.691162
	Iteration 95Q: 3 clusters Score -1357836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1357834.500000 Penalty: 3154.691162
	Iteration 96Q: 3 clusters Score -1357834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1357834.875000 Penalty: 3154.691162
	Iteration 97Q: 3 clusters Score -1357835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1357835.875000 Penalty: 3154.691162
	Iteration 98Q: 3 clusters Score -1357836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1357837.000000 Penalty: 3154.691162
	Iteration 99Q: 3 clusters Score -1357837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1357839.250000 Penalty: 3154.691162
	Iteration 100F: 3 clusters Score -1357839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1357839.625000 Penalty: 3154.691162
	Iteration 101Q: 3 clusters Score -1357840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1357838.500000 Penalty: 3154.691162
	Iteration 102Q: 3 clusters Score -1357838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1357841.000000 Penalty: 3154.691162
	Iteration 103Q: 3 clusters Score -1357841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1357841.875000 Penalty: 3154.691162
	Iteration 104Q: 3 clusters Score -1357842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1357844.250000 Penalty: 3154.691162
	Iteration 105Q: 3 clusters Score -1357844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1357846.125000 Penalty: 3154.691162
	Iteration 106Q: 3 clusters Score -1357846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1357848.250000 Penalty: 3154.691162
	Iteration 107Q: 3 clusters Score -1357848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1357849.875000 Penalty: 3154.691162
	Iteration 108Q: 3 clusters Score -1357850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1357849.625000 Penalty: 3154.691162
	Iteration 109Q: 3 clusters Score -1357850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1357852.125000 Penalty: 3154.691162
	Iteration 110Q: 3 clusters Score -1357852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1357852.750000 Penalty: 3154.691162
	Iteration 111Q: 3 clusters Score -1357853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1357854.500000 Penalty: 3154.691162
	Iteration 112Q: 3 clusters Score -1357854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1357852.625000 Penalty: 3154.691162
	Iteration 113Q: 3 clusters Score -1357853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1357853.125000 Penalty: 3154.691162
	Iteration 114Q: 3 clusters Score -1357853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1357854.625000 Penalty: 3154.691162
	Iteration 115Q: 3 clusters Score -1357855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1357854.250000 Penalty: 3154.691162
	Iteration 116Q: 3 clusters Score -1357854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1357855.625000 Penalty: 3154.691162
	Iteration 117Q: 3 clusters Score -1357856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1357855.625000 Penalty: 3154.691162
	Iteration 118Q: 3 clusters Score -1357856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1357855.875000 Penalty: 3154.691162
	Iteration 119Q: 3 clusters Score -1357856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1357855.000000 Penalty: 3154.691162
	Iteration 120F: 3 clusters Score -1357855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1357853.375000 Penalty: 3154.691162
	Iteration 121Q: 3 clusters Score -1357853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1357853.875000 Penalty: 3154.691162
	Iteration 122Q: 3 clusters Score -1357854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1357856.000000 Penalty: 3154.691162
	Iteration 123Q: 3 clusters Score -1357856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1357855.875000 Penalty: 3154.691162
	Iteration 124Q: 3 clusters Score -1357856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1357855.875000 Penalty: 3154.691162
	Iteration 125F: 3 clusters Score -1357856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Entering Unmasked Estep 
Score: -1653311.375000 Penalty: 1611.030151
	Iteration 0F: 2 clusters Score -1653311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1639592.000000 Penalty: 3222.060303
	Iteration 0F: 3 clusters Score -1639592 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1644817.500000 Penalty: 3222.060303
	Iteration 1F: 3 clusters Score -1644818 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1645436.250000 Penalty: 3222.060303
	Iteration 2F: 3 clusters Score -1645436 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1646038.750000 Penalty: 3222.060303
	Iteration 3F: 3 clusters Score -1646039 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1646627.875000 Penalty: 3222.060303
	Iteration 4F: 3 clusters Score -1646628 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1647208.750000 Penalty: 3222.060303
	Iteration 5F: 3 clusters Score -1647209 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1647787.750000 Penalty: 3222.060303
	Iteration 6F: 3 clusters Score -1647788 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1648363.500000 Penalty: 3222.060303
	Iteration 7Q: 3 clusters Score -1648364 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1648964.625000 Penalty: 3222.060303
	Iteration 8Q: 3 clusters Score -1648965 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1649649.625000 Penalty: 3222.060303
	Iteration 9Q: 3 clusters Score -1649650 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -1650326.500000 Penalty: 3222.060303
	Iteration 10Q: 3 clusters Score -1650326 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -1650912.875000 Penalty: 3222.060303
	Iteration 11Q: 3 clusters Score -1650913 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -1651390.875000 Penalty: 3222.060303
	Iteration 12Q: 3 clusters Score -1651391 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -1651764.625000 Penalty: 3222.060303
	Iteration 13Q: 3 clusters Score -1651765 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -1652072.250000 Penalty: 3222.060303
	Iteration 14Q: 3 clusters Score -1652072 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -1652341.875000 Penalty: 3222.060303
	Iteration 15Q: 3 clusters Score -1652342 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -1652589.250000 Penalty: 3222.060303
	Iteration 16Q: 3 clusters Score -1652589 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -1652738.000000 Penalty: 3222.060303
	Iteration 17Q: 3 clusters Score -1652738 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -1652828.500000 Penalty: 3222.060303
	Iteration 18Q: 3 clusters Score -1652828 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -1652869.000000 Penalty: 3222.060303
	Iteration 19Q: 3 clusters Score -1652869 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -1652902.875000 Penalty: 3222.060303
	Iteration 20F: 3 clusters Score -1652903 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -1652927.000000 Penalty: 3222.060303
	Iteration 21Q: 3 clusters Score -1652927 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -1652954.875000 Penalty: 3222.060303
	Iteration 22Q: 3 clusters Score -1652955 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -1652993.000000 Penalty: 3222.060303
	Iteration 23Q: 3 clusters Score -1652993 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -1653026.250000 Penalty: 3222.060303
	Iteration 24Q: 3 clusters Score -1653026 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -1653054.250000 Penalty: 3222.060303
	Iteration 25Q: 3 clusters Score -1653054 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -1653075.000000 Penalty: 3222.060303
	Iteration 26Q: 3 clusters Score -1653075 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -1653102.250000 Penalty: 3222.060303
	Iteration 27Q: 3 clusters Score -1653102 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -1653122.375000 Penalty: 3222.060303
	Iteration 28Q: 3 clusters Score -1653122 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -1653144.000000 Penalty: 3222.060303
	Iteration 29Q: 3 clusters Score -1653144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -1653147.500000 Penalty: 3222.060303
	Iteration 30Q: 3 clusters Score -1653148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -1653156.500000 Penalty: 3222.060303
	Iteration 31Q: 3 clusters Score -1653156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -1653170.125000 Penalty: 3222.060303
	Iteration 32Q: 3 clusters Score -1653170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -1653171.500000 Penalty: 3222.060303
	Iteration 33Q: 3 clusters Score -1653172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -1653176.125000 Penalty: 3222.060303
	Iteration 34Q: 3 clusters Score -1653176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -1653176.500000 Penalty: 3222.060303
	Iteration 35Q: 3 clusters Score -1653176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -1653177.500000 Penalty: 3222.060303
	Iteration 36Q: 3 clusters Score -1653178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -1653178.500000 Penalty: 3222.060303
	Iteration 37Q: 3 clusters Score -1653178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -1653182.125000 Penalty: 3222.060303
	Iteration 38Q: 3 clusters Score -1653182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -1653180.875000 Penalty: 3222.060303
	Iteration 39Q: 3 clusters Score -1653181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -1653182.250000 Penalty: 3222.060303
	Iteration 40F: 3 clusters Score -1653182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -1653183.000000 Penalty: 3222.060303
	Iteration 41Q: 3 clusters Score -1653183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -1653182.875000 Penalty: 3222.060303
	Iteration 42Q: 3 clusters Score -1653183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -1653181.750000 Penalty: 3222.060303
	Iteration 43Q: 3 clusters Score -1653182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -1653182.500000 Penalty: 3222.060303
	Iteration 44Q: 3 clusters Score -1653182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -1653186.375000 Penalty: 3222.060303
	Iteration 45Q: 3 clusters Score -1653186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -1653187.000000 Penalty: 3222.060303
	Iteration 46Q: 3 clusters Score -1653187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -1653188.875000 Penalty: 3222.060303
	Iteration 47Q: 3 clusters Score -1653189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -1653190.250000 Penalty: 3222.060303
	Iteration 48Q: 3 clusters Score -1653190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -1653186.250000 Penalty: 3222.060303
	Iteration 49Q: 3 clusters Score -1653186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -1653188.875000 Penalty: 3222.060303
	Iteration 50Q: 3 clusters Score -1653189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -1653189.375000 Penalty: 3222.060303
	Iteration 51Q: 3 clusters Score -1653189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -1653190.375000 Penalty: 3222.060303
	Iteration 52Q: 3 clusters Score -1653190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -1653191.500000 Penalty: 3222.060303
	Iteration 53Q: 3 clusters Score -1653192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -1653191.875000 Penalty: 3222.060303
	Iteration 54Q: 3 clusters Score -1653192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -1653191.875000 Penalty: 3222.060303
	Iteration 55Q: 3 clusters Score -1653192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -1653191.875000 Penalty: 3222.060303
	Iteration 56F: 3 clusters Score -1653192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (85150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85150 members 
Entering Unmasked Estep 
Score: -7861591.000000 Penalty: 1844.727661
	Iteration 0F: 2 clusters Score -7861591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42722 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -7804661.500000 Penalty: 3689.455322
	Iteration 0F: 3 clusters Score -7804662 nChanged 40400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -7827938.500000 Penalty: 3689.455322
	Iteration 1F: 3 clusters Score -7827938 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -7828978.500000 Penalty: 3689.455322
	Iteration 2Q: 3 clusters Score -7828978 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48297 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -7830803.000000 Penalty: 3689.455322
	Iteration 3Q: 3 clusters Score -7830803 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51256 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -7833703.500000 Penalty: 3689.455322
	Iteration 4F: 3 clusters Score -7833704 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55127 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -7838245.000000 Penalty: 3689.455322
	Iteration 5F: 3 clusters Score -7838245 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59818 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -7844166.500000 Penalty: 3689.455322
	Iteration 6F: 3 clusters Score -7844166 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64200 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -7850064.000000 Penalty: 3689.455322
	Iteration 7F: 3 clusters Score -7850064 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67524 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -7854461.000000 Penalty: 3689.455322
	Iteration 8F: 3 clusters Score -7854461 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69609 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -7856848.500000 Penalty: 3689.455322
	Iteration 9Q: 3 clusters Score -7856848 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71149 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -7858022.500000 Penalty: 3689.455322
	Iteration 10Q: 3 clusters Score -7858022 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72434 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -7858852.000000 Penalty: 3689.455322
	Iteration 11Q: 3 clusters Score -7858852 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73556 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -7859642.500000 Penalty: 3689.455322
	Iteration 12Q: 3 clusters Score -7859642 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74541 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -7860375.000000 Penalty: 3689.455322
	Iteration 13Q: 3 clusters Score -7860375 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75372 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -7861029.000000 Penalty: 3689.455322
	Iteration 14Q: 3 clusters Score -7861029 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76025 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -7861515.500000 Penalty: 3689.455322
	Iteration 15Q: 3 clusters Score -7861516 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76526 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -7861875.500000 Penalty: 3689.455322
	Iteration 16Q: 3 clusters Score -7861876 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76893 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -7862106.500000 Penalty: 3689.455322
	Iteration 17Q: 3 clusters Score -7862106 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77171 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -7862234.500000 Penalty: 3689.455322
	Iteration 18Q: 3 clusters Score -7862234 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77365 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -7862285.000000 Penalty: 3689.455322
	Iteration 19Q: 3 clusters Score -7862285 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77509 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -7862332.500000 Penalty: 3689.455322
	Iteration 20F: 3 clusters Score -7862332 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77620 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -7862344.000000 Penalty: 3689.455322
	Iteration 21Q: 3 clusters Score -7862344 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77711 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -7862347.000000 Penalty: 3689.455322
	Iteration 22Q: 3 clusters Score -7862347 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77777 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -7862344.000000 Penalty: 3689.455322
	Iteration 23Q: 3 clusters Score -7862344 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77839 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -7862355.000000 Penalty: 3689.455322
	Iteration 24Q: 3 clusters Score -7862355 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77880 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -7862357.000000 Penalty: 3689.455322
	Iteration 25Q: 3 clusters Score -7862357 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77907 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -7862346.000000 Penalty: 3689.455322
	Iteration 26Q: 3 clusters Score -7862346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77928 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -7862359.000000 Penalty: 3689.455322
	Iteration 27Q: 3 clusters Score -7862359 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77951 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -7862345.500000 Penalty: 3689.455322
	Iteration 28Q: 3 clusters Score -7862346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77966 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -7862341.500000 Penalty: 3689.455322
	Iteration 29Q: 3 clusters Score -7862342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77977 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -7862351.000000 Penalty: 3689.455322
	Iteration 30Q: 3 clusters Score -7862351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77992 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -7862360.000000 Penalty: 3689.455322
	Iteration 31Q: 3 clusters Score -7862360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77998 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -7862357.000000 Penalty: 3689.455322
	Iteration 32Q: 3 clusters Score -7862357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78002 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -7862357.000000 Penalty: 3689.455322
	Iteration 33Q: 3 clusters Score -7862357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78003 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -7862356.500000 Penalty: 3689.455322
	Iteration 34Q: 3 clusters Score -7862356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78003 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -7862356.500000 Penalty: 3689.455322
	Iteration 35F: 3 clusters Score -7862356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 51548 members 
Mstep: Class 3 contains 42103 members 
Mstep: Class 4 contains 193935 members 
Mstep: Class 5 contains 6866 members 
Mstep: Class 6 contains 14780 members 
Mstep: Class 7 contains 12083 members 
Mstep: Class 8 contains 1488 members 
Mstep: Class 9 contains 128309 members 
Mstep: Class 10 contains 24039 members 
Mstep: Class 11 contains 18439 members 
Mstep: Class 12 contains 48412 members 
Mstep: Class 13 contains 3879 members 
Mstep: Class 14 contains 1158 members 
Mstep: Class 15 contains 16428 members 
Mstep: Class 16 contains 20212 members 
Mstep: Class 17 contains 78003 members 
Mstep: Class 18 contains 61010 members 
Mstep: Class 19 contains 6758 members 
Mstep: Class 20 contains 7122 members 
Mstep: Class 21 contains 7691 members 
Mstep: Class 22 contains 3387 members 
Mstep: Class 23 contains 60925 members 
Mstep: Class 24 contains 8231 members 
Mstep: Class 25 contains 12077 members 
Mstep: Class 26 contains 5901 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 8334 members 
Mstep: Class 29 contains 12502 members 
Mstep: Class 30 contains 73199 members 
Mstep: Class 31 contains 1226 members 
Mstep: Class 32 contains 7147 members 
Entering Unmasked Estep 
Score: -84403128.000000 Penalty: 71619.320312
Splitting cluster 17 changes total score from -84388896.000000 to -84403128.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (61010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61010 members 
Entering Unmasked Estep 
Score: -5591440.500000 Penalty: 1790.553833
	Iteration 0F: 2 clusters Score -5591440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -5550571.000000 Penalty: 3581.107666
	Iteration 0F: 3 clusters Score -5550571 nChanged 28801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -5566839.500000 Penalty: 3581.107666
	Iteration 1F: 3 clusters Score -5566840 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -5567240.500000 Penalty: 3581.107666
	Iteration 2Q: 3 clusters Score -5567240 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -5567669.500000 Penalty: 3581.107666
	Iteration 3Q: 3 clusters Score -5567670 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -5568093.000000 Penalty: 3581.107666
	Iteration 4Q: 3 clusters Score -5568093 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -5568547.000000 Penalty: 3581.107666
	Iteration 5Q: 3 clusters Score -5568547 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -5569162.000000 Penalty: 3581.107666
	Iteration 6Q: 3 clusters Score -5569162 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -5570090.000000 Penalty: 3581.107666
	Iteration 7Q: 3 clusters Score -5570090 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -5571698.000000 Penalty: 3581.107666
	Iteration 8Q: 3 clusters Score -5571698 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -5574493.500000 Penalty: 3581.107666
	Iteration 9F: 3 clusters Score -5574494 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 48567 members 
Entering Unmasked Estep 
Score: -5578497.500000 Penalty: 3581.107666
	Iteration 10F: 3 clusters Score -5578498 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 53450 members 
Entering Unmasked Estep 
Score: -5582967.000000 Penalty: 3581.107666
	Iteration 11F: 3 clusters Score -5582967 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 57254 members 
Entering Unmasked Estep 
Score: -5586628.000000 Penalty: 3581.107666
	Iteration 12F: 3 clusters Score -5586628 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 59342 members 
Entering Unmasked Estep 
Score: -5588535.000000 Penalty: 3581.107666
	Iteration 13Q: 3 clusters Score -5588535 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 60273 members 
Entering Unmasked Estep 
Score: -5589338.000000 Penalty: 3581.107666
	Iteration 14Q: 3 clusters Score -5589338 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 60616 members 
Entering Unmasked Estep 
Score: -5589658.000000 Penalty: 3581.107666
	Iteration 15Q: 3 clusters Score -5589658 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 60718 members 
Entering Unmasked Estep 
Score: -5589771.500000 Penalty: 3581.107666
	Iteration 16Q: 3 clusters Score -5589772 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 60754 members 
Entering Unmasked Estep 
Score: -5589817.500000 Penalty: 3581.107666
	Iteration 17Q: 3 clusters Score -5589818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 60770 members 
Entering Unmasked Estep 
Score: -5589836.000000 Penalty: 3581.107666
	Iteration 18Q: 3 clusters Score -5589836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 60784 members 
Entering Unmasked Estep 
Score: -5589845.500000 Penalty: 3581.107666
	Iteration 19Q: 3 clusters Score -5589846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 60788 members 
Entering Unmasked Estep 
Score: -5589853.500000 Penalty: 3581.107666
	Iteration 20F: 3 clusters Score -5589854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 60792 members 
Entering Unmasked Estep 
Score: -5589855.000000 Penalty: 3581.107666
	Iteration 21Q: 3 clusters Score -5589855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 60793 members 
Entering Unmasked Estep 
Score: -5589854.000000 Penalty: 3581.107666
	Iteration 22Q: 3 clusters Score -5589854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 60794 members 
Entering Unmasked Estep 
Score: -5589856.000000 Penalty: 3581.107666
	Iteration 23Q: 3 clusters Score -5589856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 60794 members 
Entering Unmasked Estep 
Score: -5589857.500000 Penalty: 3581.107666
	Iteration 24Q: 3 clusters Score -5589858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 60797 members 
Entering Unmasked Estep 
Score: -5589860.000000 Penalty: 3581.107666
	Iteration 25Q: 3 clusters Score -5589860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 60799 members 
Entering Unmasked Estep 
Score: -5589871.000000 Penalty: 3581.107666
	Iteration 26Q: 3 clusters Score -5589871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 60801 members 
Entering Unmasked Estep 
Score: -5589874.500000 Penalty: 3581.107666
	Iteration 27Q: 3 clusters Score -5589874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 60802 members 
Entering Unmasked Estep 
Score: -5589871.000000 Penalty: 3581.107666
	Iteration 28Q: 3 clusters Score -5589871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 60803 members 
Entering Unmasked Estep 
Score: -5589874.500000 Penalty: 3581.107666
	Iteration 29Q: 3 clusters Score -5589874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 60803 members 
Entering Unmasked Estep 
Score: -5589874.500000 Penalty: 3581.107666
	Iteration 30F: 3 clusters Score -5589874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Entering Unmasked Estep 
Score: -569390.000000 Penalty: 1433.003418
	Iteration 0F: 2 clusters Score -569390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -564458.062500 Penalty: 2866.006836
	Iteration 0F: 3 clusters Score -564458.1 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -567517.500000 Penalty: 2866.006836
	Iteration 1F: 3 clusters Score -567517.5 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -569794.250000 Penalty: 2866.006836
	Iteration 2F: 3 clusters Score -569794.2 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -571326.687500 Penalty: 2866.006836
	Iteration 3F: 3 clusters Score -571326.7 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -571999.062500 Penalty: 2866.006836
	Iteration 4F: 3 clusters Score -571999.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -572282.875000 Penalty: 2866.006836
	Iteration 5F: 3 clusters Score -572282.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -572402.250000 Penalty: 2866.006836
	Iteration 6Q: 3 clusters Score -572402.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -572466.062500 Penalty: 2866.006836
	Iteration 7Q: 3 clusters Score -572466.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -572508.375000 Penalty: 2866.006836
	Iteration 8Q: 3 clusters Score -572508.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -572526.687500 Penalty: 2866.006836
	Iteration 9Q: 3 clusters Score -572526.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -572537.375000 Penalty: 2866.006836
	Iteration 10Q: 3 clusters Score -572537.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -572548.062500 Penalty: 2866.006836
	Iteration 11Q: 3 clusters Score -572548.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -572557.187500 Penalty: 2866.006836
	Iteration 12Q: 3 clusters Score -572557.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -572567.437500 Penalty: 2866.006836
	Iteration 13Q: 3 clusters Score -572567.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -572575.062500 Penalty: 2866.006836
	Iteration 14Q: 3 clusters Score -572575.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -572585.625000 Penalty: 2866.006836
	Iteration 15Q: 3 clusters Score -572585.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -572595.750000 Penalty: 2866.006836
	Iteration 16Q: 3 clusters Score -572595.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -572615.937500 Penalty: 2866.006836
	Iteration 17Q: 3 clusters Score -572615.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -572643.937500 Penalty: 2866.006836
	Iteration 18Q: 3 clusters Score -572643.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -572696.500000 Penalty: 2866.006836
	Iteration 19Q: 3 clusters Score -572696.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -572764.187500 Penalty: 2866.006836
	Iteration 20F: 3 clusters Score -572764.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -572856.937500 Penalty: 2866.006836
	Iteration 21Q: 3 clusters Score -572856.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -572956.750000 Penalty: 2866.006836
	Iteration 22Q: 3 clusters Score -572956.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -573040.125000 Penalty: 2866.006836
	Iteration 23Q: 3 clusters Score -573040.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -573107.875000 Penalty: 2866.006836
	Iteration 24Q: 3 clusters Score -573107.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -573153.375000 Penalty: 2866.006836
	Iteration 25Q: 3 clusters Score -573153.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -573177.500000 Penalty: 2866.006836
	Iteration 26Q: 3 clusters Score -573177.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -573191.437500 Penalty: 2866.006836
	Iteration 27Q: 3 clusters Score -573191.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -573196.187500 Penalty: 2866.006836
	Iteration 28Q: 3 clusters Score -573196.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -573198.625000 Penalty: 2866.006836
	Iteration 29Q: 3 clusters Score -573198.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -573200.687500 Penalty: 2866.006836
	Iteration 30Q: 3 clusters Score -573200.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -573201.000000 Penalty: 2866.006836
	Iteration 31Q: 3 clusters Score -573201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -573202.687500 Penalty: 2866.006836
	Iteration 32Q: 3 clusters Score -573202.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -573203.562500 Penalty: 2866.006836
	Iteration 33Q: 3 clusters Score -573203.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -573204.687500 Penalty: 2866.006836
	Iteration 34Q: 3 clusters Score -573204.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -573206.062500 Penalty: 2866.006836
	Iteration 35Q: 3 clusters Score -573206.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -573206.687500 Penalty: 2866.006836
	Iteration 36Q: 3 clusters Score -573206.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -573207.375000 Penalty: 2866.006836
	Iteration 37Q: 3 clusters Score -573207.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -573207.375000 Penalty: 2866.006836
	Iteration 38F: 3 clusters Score -573207.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 51548 members 
Mstep: Class 3 contains 42103 members 
Mstep: Class 4 contains 193935 members 
Mstep: Class 5 contains 6866 members 
Mstep: Class 6 contains 14780 members 
Mstep: Class 7 contains 12083 members 
Mstep: Class 8 contains 1488 members 
Mstep: Class 9 contains 128309 members 
Mstep: Class 10 contains 24039 members 
Mstep: Class 11 contains 18439 members 
Mstep: Class 12 contains 48412 members 
Mstep: Class 13 contains 3879 members 
Mstep: Class 14 contains 1158 members 
Mstep: Class 15 contains 16428 members 
Mstep: Class 16 contains 20212 members 
Mstep: Class 17 contains 78003 members 
Mstep: Class 18 contains 61010 members 
Mstep: Class 19 contains 1819 members 
Mstep: Class 20 contains 7122 members 
Mstep: Class 21 contains 7691 members 
Mstep: Class 22 contains 3387 members 
Mstep: Class 23 contains 60925 members 
Mstep: Class 24 contains 8231 members 
Mstep: Class 25 contains 12077 members 
Mstep: Class 26 contains 5901 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 8334 members 
Mstep: Class 29 contains 12502 members 
Mstep: Class 30 contains 73199 members 
Mstep: Class 31 contains 1226 members 
Mstep: Class 32 contains 7147 members 
Mstep: Class 33 contains 4939 members 
Entering Unmasked Estep 
Score: -84405968.000000 Penalty: 73857.421875
Splitting cluster 19 changes total score from -84388896.000000 to -84405968.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 20 (7122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Entering Unmasked Estep 
Score: -609958.750000 Penalty: 1441.528442
	Iteration 0F: 2 clusters Score -609958.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -604633.875000 Penalty: 2883.056885
	Iteration 0F: 3 clusters Score -604633.9 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -606321.875000 Penalty: 2883.056885
	Iteration 1F: 3 clusters Score -606321.9 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -606672.187500 Penalty: 2883.056885
	Iteration 2F: 3 clusters Score -606672.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -606989.250000 Penalty: 2883.056885
	Iteration 3F: 3 clusters Score -606989.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -607281.000000 Penalty: 2883.056885
	Iteration 4F: 3 clusters Score -607281 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -607562.500000 Penalty: 2883.056885
	Iteration 5F: 3 clusters Score -607562.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -607814.000000 Penalty: 2883.056885
	Iteration 6Q: 3 clusters Score -607814 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -608060.000000 Penalty: 2883.056885
	Iteration 7Q: 3 clusters Score -608060 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -608318.625000 Penalty: 2883.056885
	Iteration 8Q: 3 clusters Score -608318.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -608533.375000 Penalty: 2883.056885
	Iteration 9Q: 3 clusters Score -608533.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -608717.000000 Penalty: 2883.056885
	Iteration 10Q: 3 clusters Score -608717 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -608859.812500 Penalty: 2883.056885
	Iteration 11Q: 3 clusters Score -608859.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -608945.437500 Penalty: 2883.056885
	Iteration 12Q: 3 clusters Score -608945.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -608997.062500 Penalty: 2883.056885
	Iteration 13Q: 3 clusters Score -608997.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -609024.437500 Penalty: 2883.056885
	Iteration 14Q: 3 clusters Score -609024.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -609039.625000 Penalty: 2883.056885
	Iteration 15Q: 3 clusters Score -609039.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -609048.625000 Penalty: 2883.056885
	Iteration 16Q: 3 clusters Score -609048.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -609051.250000 Penalty: 2883.056885
	Iteration 17Q: 3 clusters Score -609051.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -609055.062500 Penalty: 2883.056885
	Iteration 18Q: 3 clusters Score -609055.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -609058.750000 Penalty: 2883.056885
	Iteration 19Q: 3 clusters Score -609058.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -609058.500000 Penalty: 2883.056885
	Iteration 20F: 3 clusters Score -609058.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Entering Unmasked Estep 
Score: -661038.437500 Penalty: 1454.018555
	Iteration 0F: 2 clusters Score -661038.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -655352.000000 Penalty: 2908.037109
	Iteration 0F: 3 clusters Score -655352 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -657414.687500 Penalty: 2908.037109
	Iteration 1F: 3 clusters Score -657414.7 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -658453.125000 Penalty: 2908.037109
	Iteration 2F: 3 clusters Score -658453.1 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -659990.312500 Penalty: 2908.037109
	Iteration 3F: 3 clusters Score -659990.3 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -661312.437500 Penalty: 2908.037109
	Iteration 4F: 3 clusters Score -661312.4 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -662053.125000 Penalty: 2908.037109
	Iteration 5F: 3 clusters Score -662053.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -662338.812500 Penalty: 2908.037109
	Iteration 6Q: 3 clusters Score -662338.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -662509.562500 Penalty: 2908.037109
	Iteration 7Q: 3 clusters Score -662509.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -662601.812500 Penalty: 2908.037109
	Iteration 8Q: 3 clusters Score -662601.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -662656.875000 Penalty: 2908.037109
	Iteration 9Q: 3 clusters Score -662656.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -662693.937500 Penalty: 2908.037109
	Iteration 10Q: 3 clusters Score -662693.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -662709.500000 Penalty: 2908.037109
	Iteration 11Q: 3 clusters Score -662709.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -662721.750000 Penalty: 2908.037109
	Iteration 12Q: 3 clusters Score -662721.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -662731.562500 Penalty: 2908.037109
	Iteration 13Q: 3 clusters Score -662731.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -662736.625000 Penalty: 2908.037109
	Iteration 14Q: 3 clusters Score -662736.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -662741.187500 Penalty: 2908.037109
	Iteration 15Q: 3 clusters Score -662741.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -662745.562500 Penalty: 2908.037109
	Iteration 16Q: 3 clusters Score -662745.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -662748.437500 Penalty: 2908.037109
	Iteration 17Q: 3 clusters Score -662748.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -662750.312500 Penalty: 2908.037109
	Iteration 18Q: 3 clusters Score -662750.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -662753.062500 Penalty: 2908.037109
	Iteration 19Q: 3 clusters Score -662753.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -662756.000000 Penalty: 2908.037109
	Iteration 20F: 3 clusters Score -662756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -662760.125000 Penalty: 2908.037109
	Iteration 21Q: 3 clusters Score -662760.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -662766.125000 Penalty: 2908.037109
	Iteration 22Q: 3 clusters Score -662766.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -662765.187500 Penalty: 2908.037109
	Iteration 23Q: 3 clusters Score -662765.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -662767.875000 Penalty: 2908.037109
	Iteration 24Q: 3 clusters Score -662767.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -662770.437500 Penalty: 2908.037109
	Iteration 25Q: 3 clusters Score -662770.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -662767.937500 Penalty: 2908.037109
	Iteration 26Q: 3 clusters Score -662767.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -662769.625000 Penalty: 2908.037109
	Iteration 27Q: 3 clusters Score -662769.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -662770.562500 Penalty: 2908.037109
	Iteration 28Q: 3 clusters Score -662770.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -662770.875000 Penalty: 2908.037109
	Iteration 29Q: 3 clusters Score -662770.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -662771.000000 Penalty: 2908.037109
	Iteration 30Q: 3 clusters Score -662771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -662770.562500 Penalty: 2908.037109
	Iteration 31Q: 3 clusters Score -662770.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -662770.562500 Penalty: 2908.037109
	Iteration 32F: 3 clusters Score -662770.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 51548 members 
Mstep: Class 3 contains 42103 members 
Mstep: Class 4 contains 193935 members 
Mstep: Class 5 contains 6866 members 
Mstep: Class 6 contains 14780 members 
Mstep: Class 7 contains 12083 members 
Mstep: Class 8 contains 1488 members 
Mstep: Class 9 contains 128309 members 
Mstep: Class 10 contains 24039 members 
Mstep: Class 11 contains 18439 members 
Mstep: Class 12 contains 48412 members 
Mstep: Class 13 contains 3879 members 
Mstep: Class 14 contains 1158 members 
Mstep: Class 15 contains 16428 members 
Mstep: Class 16 contains 20212 members 
Mstep: Class 17 contains 78003 members 
Mstep: Class 18 contains 61010 members 
Mstep: Class 19 contains 1819 members 
Mstep: Class 20 contains 7122 members 
Mstep: Class 21 contains 5691 members 
Mstep: Class 22 contains 3387 members 
Mstep: Class 23 contains 60925 members 
Mstep: Class 24 contains 8231 members 
Mstep: Class 25 contains 12077 members 
Mstep: Class 26 contains 5901 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 8334 members 
Mstep: Class 29 contains 12502 members 
Mstep: Class 30 contains 73199 members 
Mstep: Class 31 contains 1226 members 
Mstep: Class 32 contains 7147 members 
Mstep: Class 33 contains 4939 members 
Mstep: Class 34 contains 2000 members 
Entering Unmasked Estep 
Score: -84406760.000000 Penalty: 76095.531250
Splitting cluster 21 changes total score from -84388896.000000 to -84406760.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 22 (3387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Entering Unmasked Estep 
Score: -240102.312500 Penalty: 1320.751221
	Iteration 0F: 2 clusters Score -240102.3 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 1689 members 
Entering Unmasked Estep 
Score: -237282.171875 Penalty: 2641.502441
	Iteration 0F: 3 clusters Score -237282.2 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -238768.328125 Penalty: 2641.502441
	Iteration 1F: 3 clusters Score -238768.3 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -239495.328125 Penalty: 2641.502441
	Iteration 2F: 3 clusters Score -239495.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -239941.609375 Penalty: 2641.502441
	Iteration 3F: 3 clusters Score -239941.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -240258.500000 Penalty: 2641.502441
	Iteration 4F: 3 clusters Score -240258.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -240408.921875 Penalty: 2641.502441
	Iteration 5Q: 3 clusters Score -240408.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -240517.734375 Penalty: 2641.502441
	Iteration 6Q: 3 clusters Score -240517.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -240589.187500 Penalty: 2641.502441
	Iteration 7Q: 3 clusters Score -240589.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -240627.734375 Penalty: 2641.502441
	Iteration 8Q: 3 clusters Score -240627.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -240658.390625 Penalty: 2641.502441
	Iteration 9Q: 3 clusters Score -240658.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -240692.750000 Penalty: 2641.502441
	Iteration 10Q: 3 clusters Score -240692.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -240728.718750 Penalty: 2641.502441
	Iteration 11Q: 3 clusters Score -240728.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -240749.171875 Penalty: 2641.502441
	Iteration 12Q: 3 clusters Score -240749.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -240766.421875 Penalty: 2641.502441
	Iteration 13Q: 3 clusters Score -240766.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -240785.093750 Penalty: 2641.502441
	Iteration 14Q: 3 clusters Score -240785.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -240792.781250 Penalty: 2641.502441
	Iteration 15Q: 3 clusters Score -240792.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -240797.937500 Penalty: 2641.502441
	Iteration 16Q: 3 clusters Score -240797.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -240802.078125 Penalty: 2641.502441
	Iteration 17Q: 3 clusters Score -240802.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -240802.750000 Penalty: 2641.502441
	Iteration 18Q: 3 clusters Score -240802.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -240803.109375 Penalty: 2641.502441
	Iteration 19Q: 3 clusters Score -240803.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -240803.109375 Penalty: 2641.502441
	Iteration 20F: 3 clusters Score -240803.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 51548 members 
Mstep: Class 3 contains 42103 members 
Mstep: Class 4 contains 193935 members 
Mstep: Class 5 contains 6866 members 
Mstep: Class 6 contains 14780 members 
Mstep: Class 7 contains 12083 members 
Mstep: Class 8 contains 1488 members 
Mstep: Class 9 contains 128309 members 
Mstep: Class 10 contains 24039 members 
Mstep: Class 11 contains 18439 members 
Mstep: Class 12 contains 48412 members 
Mstep: Class 13 contains 3879 members 
Mstep: Class 14 contains 1158 members 
Mstep: Class 15 contains 16428 members 
Mstep: Class 16 contains 20212 members 
Mstep: Class 17 contains 78003 members 
Mstep: Class 18 contains 61010 members 
Mstep: Class 19 contains 1819 members 
Mstep: Class 20 contains 7122 members 
Mstep: Class 21 contains 5691 members 
Mstep: Class 22 contains 2238 members 
Mstep: Class 23 contains 60925 members 
Mstep: Class 24 contains 8231 members 
Mstep: Class 25 contains 12077 members 
Mstep: Class 26 contains 5901 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 8334 members 
Mstep: Class 29 contains 12502 members 
Mstep: Class 30 contains 73199 members 
Mstep: Class 31 contains 1226 members 
Mstep: Class 32 contains 7147 members 
Mstep: Class 33 contains 4939 members 
Mstep: Class 34 contains 2000 members 
Mstep: Class 35 contains 1149 members 
Entering Unmasked Estep 
Score: -84406552.000000 Penalty: 78333.632812
Splitting cluster 22 changes total score from -84388896.000000 to -84406552.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 23 (60925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60925 members 
Entering Unmasked Estep 
Score: -5602061.000000 Penalty: 1790.327271
	Iteration 0F: 2 clusters Score -5602061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -5561220.500000 Penalty: 3580.654541
	Iteration 0F: 3 clusters Score -5561220 nChanged 28902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -5577782.000000 Penalty: 3580.654541
	Iteration 1F: 3 clusters Score -5577782 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -5578440.500000 Penalty: 3580.654541
	Iteration 2Q: 3 clusters Score -5578440 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -5579507.500000 Penalty: 3580.654541
	Iteration 3Q: 3 clusters Score -5579508 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -5581268.500000 Penalty: 3580.654541
	Iteration 4F: 3 clusters Score -5581268 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42381 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -5583998.000000 Penalty: 3580.654541
	Iteration 5F: 3 clusters Score -5583998 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -5587782.500000 Penalty: 3580.654541
	Iteration 6F: 3 clusters Score -5587782 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51508 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -5591787.500000 Penalty: 3580.654541
	Iteration 7F: 3 clusters Score -5591788 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55365 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -5595376.000000 Penalty: 3580.654541
	Iteration 8F: 3 clusters Score -5595376 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58041 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -5597942.000000 Penalty: 3580.654541
	Iteration 9Q: 3 clusters Score -5597942 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59535 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5599342.500000 Penalty: 3580.654541
	Iteration 10Q: 3 clusters Score -5599342 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60219 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -5599983.000000 Penalty: 3580.654541
	Iteration 11Q: 3 clusters Score -5599983 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60459 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5600245.500000 Penalty: 3580.654541
	Iteration 12Q: 3 clusters Score -5600246 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60560 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5600380.500000 Penalty: 3580.654541
	Iteration 13Q: 3 clusters Score -5600380 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60596 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5600432.500000 Penalty: 3580.654541
	Iteration 14Q: 3 clusters Score -5600432 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60613 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5600450.500000 Penalty: 3580.654541
	Iteration 15Q: 3 clusters Score -5600450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60623 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5600487.500000 Penalty: 3580.654541
	Iteration 16Q: 3 clusters Score -5600488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60638 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5600505.500000 Penalty: 3580.654541
	Iteration 17Q: 3 clusters Score -5600506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60645 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5600510.500000 Penalty: 3580.654541
	Iteration 18Q: 3 clusters Score -5600510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60649 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5600513.500000 Penalty: 3580.654541
	Iteration 19Q: 3 clusters Score -5600514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60652 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5600523.000000 Penalty: 3580.654541
	Iteration 20F: 3 clusters Score -5600523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60653 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5600521.500000 Penalty: 3580.654541
	Iteration 21Q: 3 clusters Score -5600522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60652 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5600522.000000 Penalty: 3580.654541
	Iteration 22Q: 3 clusters Score -5600522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60652 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5600522.000000 Penalty: 3580.654541
	Iteration 23F: 3 clusters Score -5600522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Entering Unmasked Estep 
Score: -736052.437500 Penalty: 1465.045288
	Iteration 0F: 2 clusters Score -736052.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -729944.437500 Penalty: 2930.090576
	Iteration 0F: 3 clusters Score -729944.4 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -732005.250000 Penalty: 2930.090576
	Iteration 1F: 3 clusters Score -732005.2 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -732378.500000 Penalty: 2930.090576
	Iteration 2F: 3 clusters Score -732378.5 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -732734.250000 Penalty: 2930.090576
	Iteration 3F: 3 clusters Score -732734.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -733129.437500 Penalty: 2930.090576
	Iteration 4F: 3 clusters Score -733129.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -733541.750000 Penalty: 2930.090576
	Iteration 5F: 3 clusters Score -733541.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -733856.875000 Penalty: 2930.090576
	Iteration 6F: 3 clusters Score -733856.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -734091.875000 Penalty: 2930.090576
	Iteration 7Q: 3 clusters Score -734091.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -734276.562500 Penalty: 2930.090576
	Iteration 8Q: 3 clusters Score -734276.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -734443.687500 Penalty: 2930.090576
	Iteration 9Q: 3 clusters Score -734443.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -734581.000000 Penalty: 2930.090576
	Iteration 10Q: 3 clusters Score -734581 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -734681.562500 Penalty: 2930.090576
	Iteration 11Q: 3 clusters Score -734681.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -734762.562500 Penalty: 2930.090576
	Iteration 12Q: 3 clusters Score -734762.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -734845.562500 Penalty: 2930.090576
	Iteration 13Q: 3 clusters Score -734845.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -734942.125000 Penalty: 2930.090576
	Iteration 14Q: 3 clusters Score -734942.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -735020.750000 Penalty: 2930.090576
	Iteration 15Q: 3 clusters Score -735020.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -735081.562500 Penalty: 2930.090576
	Iteration 16Q: 3 clusters Score -735081.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -735125.125000 Penalty: 2930.090576
	Iteration 17Q: 3 clusters Score -735125.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -735159.125000 Penalty: 2930.090576
	Iteration 18Q: 3 clusters Score -735159.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -735185.062500 Penalty: 2930.090576
	Iteration 19Q: 3 clusters Score -735185.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -735209.875000 Penalty: 2930.090576
	Iteration 20F: 3 clusters Score -735209.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -735219.375000 Penalty: 2930.090576
	Iteration 21Q: 3 clusters Score -735219.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -735231.375000 Penalty: 2930.090576
	Iteration 22Q: 3 clusters Score -735231.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -735242.000000 Penalty: 2930.090576
	Iteration 23Q: 3 clusters Score -735242 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -735250.000000 Penalty: 2930.090576
	Iteration 24Q: 3 clusters Score -735250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -735255.312500 Penalty: 2930.090576
	Iteration 25Q: 3 clusters Score -735255.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -735261.250000 Penalty: 2930.090576
	Iteration 26Q: 3 clusters Score -735261.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -735263.187500 Penalty: 2930.090576
	Iteration 27Q: 3 clusters Score -735263.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -735267.187500 Penalty: 2930.090576
	Iteration 28Q: 3 clusters Score -735267.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -735270.375000 Penalty: 2930.090576
	Iteration 29Q: 3 clusters Score -735270.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -735273.250000 Penalty: 2930.090576
	Iteration 30Q: 3 clusters Score -735273.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -735275.187500 Penalty: 2930.090576
	Iteration 31Q: 3 clusters Score -735275.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -735277.312500 Penalty: 2930.090576
	Iteration 32Q: 3 clusters Score -735277.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -735279.187500 Penalty: 2930.090576
	Iteration 33Q: 3 clusters Score -735279.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -735278.750000 Penalty: 2930.090576
	Iteration 34Q: 3 clusters Score -735278.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -735280.437500 Penalty: 2930.090576
	Iteration 35Q: 3 clusters Score -735280.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -735280.500000 Penalty: 2930.090576
	Iteration 36Q: 3 clusters Score -735280.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -735280.500000 Penalty: 2930.090576
	Iteration 37F: 3 clusters Score -735280.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Entering Unmasked Estep 
Score: -1108891.250000 Penalty: 1527.346924
	Iteration 0F: 2 clusters Score -1108891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1100442.750000 Penalty: 3054.693848
	Iteration 0F: 3 clusters Score -1100443 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1103250.500000 Penalty: 3054.693848
	Iteration 1F: 3 clusters Score -1103250 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1103660.875000 Penalty: 3054.693848
	Iteration 2F: 3 clusters Score -1103661 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1104058.500000 Penalty: 3054.693848
	Iteration 3F: 3 clusters Score -1104058 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1104472.875000 Penalty: 3054.693848
	Iteration 4F: 3 clusters Score -1104473 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1104902.375000 Penalty: 3054.693848
	Iteration 5F: 3 clusters Score -1104902 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1105406.625000 Penalty: 3054.693848
	Iteration 6F: 3 clusters Score -1105407 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1105915.750000 Penalty: 3054.693848
	Iteration 7F: 3 clusters Score -1105916 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1106341.875000 Penalty: 3054.693848
	Iteration 8Q: 3 clusters Score -1106342 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1106705.125000 Penalty: 3054.693848
	Iteration 9Q: 3 clusters Score -1106705 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1106997.125000 Penalty: 3054.693848
	Iteration 10Q: 3 clusters Score -1106997 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1107179.000000 Penalty: 3054.693848
	Iteration 11Q: 3 clusters Score -1107179 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1107307.625000 Penalty: 3054.693848
	Iteration 12Q: 3 clusters Score -1107308 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1107391.625000 Penalty: 3054.693848
	Iteration 13Q: 3 clusters Score -1107392 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1107441.500000 Penalty: 3054.693848
	Iteration 14Q: 3 clusters Score -1107442 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1107474.500000 Penalty: 3054.693848
	Iteration 15Q: 3 clusters Score -1107474 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1107498.750000 Penalty: 3054.693848
	Iteration 16Q: 3 clusters Score -1107499 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1107521.000000 Penalty: 3054.693848
	Iteration 17Q: 3 clusters Score -1107521 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1107540.125000 Penalty: 3054.693848
	Iteration 18Q: 3 clusters Score -1107540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1107561.250000 Penalty: 3054.693848
	Iteration 19Q: 3 clusters Score -1107561 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1107586.625000 Penalty: 3054.693848
	Iteration 20F: 3 clusters Score -1107587 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1107600.250000 Penalty: 3054.693848
	Iteration 21Q: 3 clusters Score -1107600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1107608.250000 Penalty: 3054.693848
	Iteration 22Q: 3 clusters Score -1107608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1107617.625000 Penalty: 3054.693848
	Iteration 23Q: 3 clusters Score -1107618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1107621.500000 Penalty: 3054.693848
	Iteration 24Q: 3 clusters Score -1107622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1107621.375000 Penalty: 3054.693848
	Iteration 25Q: 3 clusters Score -1107621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1107624.625000 Penalty: 3054.693848
	Iteration 26Q: 3 clusters Score -1107625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1107624.125000 Penalty: 3054.693848
	Iteration 27Q: 3 clusters Score -1107624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1107625.500000 Penalty: 3054.693848
	Iteration 28Q: 3 clusters Score -1107626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1107625.500000 Penalty: 3054.693848
	Iteration 29F: 3 clusters Score -1107626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Entering Unmasked Estep 
Score: -514521.156250 Penalty: 1410.967651
	Iteration 0F: 2 clusters Score -514521.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -509926.500000 Penalty: 2821.935303
	Iteration 0F: 3 clusters Score -509926.5 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -511683.218750 Penalty: 2821.935303
	Iteration 1F: 3 clusters Score -511683.2 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -512514.468750 Penalty: 2821.935303
	Iteration 2F: 3 clusters Score -512514.5 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -513140.750000 Penalty: 2821.935303
	Iteration 3F: 3 clusters Score -513140.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -513539.406250 Penalty: 2821.935303
	Iteration 4F: 3 clusters Score -513539.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -513777.687500 Penalty: 2821.935303
	Iteration 5F: 3 clusters Score -513777.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -513926.218750 Penalty: 2821.935303
	Iteration 6Q: 3 clusters Score -513926.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -514035.812500 Penalty: 2821.935303
	Iteration 7Q: 3 clusters Score -514035.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -514132.531250 Penalty: 2821.935303
	Iteration 8Q: 3 clusters Score -514132.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -514220.750000 Penalty: 2821.935303
	Iteration 9Q: 3 clusters Score -514220.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -514290.093750 Penalty: 2821.935303
	Iteration 10Q: 3 clusters Score -514290.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -514337.656250 Penalty: 2821.935303
	Iteration 11Q: 3 clusters Score -514337.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -514371.187500 Penalty: 2821.935303
	Iteration 12Q: 3 clusters Score -514371.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -514392.687500 Penalty: 2821.935303
	Iteration 13Q: 3 clusters Score -514392.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -514416.406250 Penalty: 2821.935303
	Iteration 14Q: 3 clusters Score -514416.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -514432.500000 Penalty: 2821.935303
	Iteration 15Q: 3 clusters Score -514432.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -514439.906250 Penalty: 2821.935303
	Iteration 16Q: 3 clusters Score -514439.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -514448.343750 Penalty: 2821.935303
	Iteration 17Q: 3 clusters Score -514448.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -514451.437500 Penalty: 2821.935303
	Iteration 18Q: 3 clusters Score -514451.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -514455.562500 Penalty: 2821.935303
	Iteration 19Q: 3 clusters Score -514455.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -514457.906250 Penalty: 2821.935303
	Iteration 20F: 3 clusters Score -514457.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -514462.281250 Penalty: 2821.935303
	Iteration 21Q: 3 clusters Score -514462.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -514463.937500 Penalty: 2821.935303
	Iteration 22Q: 3 clusters Score -514463.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -514465.062500 Penalty: 2821.935303
	Iteration 23Q: 3 clusters Score -514465.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -514466.718750 Penalty: 2821.935303
	Iteration 24Q: 3 clusters Score -514466.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -514467.312500 Penalty: 2821.935303
	Iteration 25Q: 3 clusters Score -514467.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -514469.437500 Penalty: 2821.935303
	Iteration 26Q: 3 clusters Score -514469.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -514471.875000 Penalty: 2821.935303
	Iteration 27Q: 3 clusters Score -514471.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -514471.125000 Penalty: 2821.935303
	Iteration 28Q: 3 clusters Score -514471.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -514471.218750 Penalty: 2821.935303
	Iteration 29Q: 3 clusters Score -514471.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -514471.250000 Penalty: 2821.935303
	Iteration 30Q: 3 clusters Score -514471.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -514471.250000 Penalty: 2821.935303
	Iteration 31F: 3 clusters Score -514471.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Entering Unmasked Estep 
Score: -226712.968750 Penalty: 1302.329590
	Iteration 0F: 2 clusters Score -226713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -224067.703125 Penalty: 2604.659180
	Iteration 0F: 3 clusters Score -224067.7 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -225264.203125 Penalty: 2604.659180
	Iteration 1F: 3 clusters Score -225264.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -226088.468750 Penalty: 2604.659180
	Iteration 2F: 3 clusters Score -226088.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -226780.125000 Penalty: 2604.659180
	Iteration 3F: 3 clusters Score -226780.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -227611.734375 Penalty: 2604.659180
	Iteration 4F: 3 clusters Score -227611.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -228318.093750 Penalty: 2604.659180
	Iteration 5F: 3 clusters Score -228318.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -228945.109375 Penalty: 2604.659180
	Iteration 6F: 3 clusters Score -228945.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -229223.687500 Penalty: 2604.659180
	Iteration 7Q: 3 clusters Score -229223.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -229351.140625 Penalty: 2604.659180
	Iteration 8Q: 3 clusters Score -229351.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -229427.156250 Penalty: 2604.659180
	Iteration 9Q: 3 clusters Score -229427.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -229472.984375 Penalty: 2604.659180
	Iteration 10Q: 3 clusters Score -229473 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -229534.250000 Penalty: 2604.659180
	Iteration 11Q: 3 clusters Score -229534.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -229591.453125 Penalty: 2604.659180
	Iteration 12Q: 3 clusters Score -229591.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -229625.671875 Penalty: 2604.659180
	Iteration 13Q: 3 clusters Score -229625.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -229655.031250 Penalty: 2604.659180
	Iteration 14Q: 3 clusters Score -229655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -229665.890625 Penalty: 2604.659180
	Iteration 15Q: 3 clusters Score -229665.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -229673.531250 Penalty: 2604.659180
	Iteration 16Q: 3 clusters Score -229673.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -229684.031250 Penalty: 2604.659180
	Iteration 17Q: 3 clusters Score -229684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -229687.281250 Penalty: 2604.659180
	Iteration 18Q: 3 clusters Score -229687.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -229687.609375 Penalty: 2604.659180
	Iteration 19Q: 3 clusters Score -229687.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -229687.609375 Penalty: 2604.659180
	Iteration 20F: 3 clusters Score -229687.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 51548 members 
Mstep: Class 3 contains 42103 members 
Mstep: Class 4 contains 193935 members 
Mstep: Class 5 contains 6866 members 
Mstep: Class 6 contains 14780 members 
Mstep: Class 7 contains 12083 members 
Mstep: Class 8 contains 1488 members 
Mstep: Class 9 contains 128309 members 
Mstep: Class 10 contains 24039 members 
Mstep: Class 11 contains 18439 members 
Mstep: Class 12 contains 48412 members 
Mstep: Class 13 contains 3879 members 
Mstep: Class 14 contains 1158 members 
Mstep: Class 15 contains 16428 members 
Mstep: Class 16 contains 20212 members 
Mstep: Class 17 contains 78003 members 
Mstep: Class 18 contains 61010 members 
Mstep: Class 19 contains 1819 members 
Mstep: Class 20 contains 7122 members 
Mstep: Class 21 contains 5691 members 
Mstep: Class 22 contains 2238 members 
Mstep: Class 23 contains 60925 members 
Mstep: Class 24 contains 8231 members 
Mstep: Class 25 contains 12077 members 
Mstep: Class 26 contains 5901 members 
Mstep: Class 27 contains 1903 members 
Mstep: Class 28 contains 8334 members 
Mstep: Class 29 contains 12502 members 
Mstep: Class 30 contains 73199 members 
Mstep: Class 31 contains 1226 members 
Mstep: Class 32 contains 7147 members 
Mstep: Class 33 contains 4939 members 
Mstep: Class 34 contains 2000 members 
Mstep: Class 35 contains 1149 members 
Mstep: Class 36 contains 1121 members 
Entering Unmasked Estep 
Score: -84408616.000000 Penalty: 80571.734375
Splitting cluster 27 changes total score from -84388896.000000 to -84408616.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 28 (8334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Entering Unmasked Estep 
Score: -743671.500000 Penalty: 1467.066040
	Iteration 0F: 2 clusters Score -743671.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -737565.250000 Penalty: 2934.132080
	Iteration 0F: 3 clusters Score -737565.2 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -740225.500000 Penalty: 2934.132080
	Iteration 1F: 3 clusters Score -740225.5 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -741505.000000 Penalty: 2934.132080
	Iteration 2F: 3 clusters Score -741505 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -742635.562500 Penalty: 2934.132080
	Iteration 3F: 3 clusters Score -742635.6 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -743277.500000 Penalty: 2934.132080
	Iteration 4F: 3 clusters Score -743277.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -743510.062500 Penalty: 2934.132080
	Iteration 5F: 3 clusters Score -743510.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -743589.750000 Penalty: 2934.132080
	Iteration 6Q: 3 clusters Score -743589.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -743635.812500 Penalty: 2934.132080
	Iteration 7Q: 3 clusters Score -743635.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -743667.625000 Penalty: 2934.132080
	Iteration 8Q: 3 clusters Score -743667.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -743690.750000 Penalty: 2934.132080
	Iteration 9Q: 3 clusters Score -743690.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -743705.062500 Penalty: 2934.132080
	Iteration 10Q: 3 clusters Score -743705.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -743717.625000 Penalty: 2934.132080
	Iteration 11Q: 3 clusters Score -743717.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -743726.437500 Penalty: 2934.132080
	Iteration 12Q: 3 clusters Score -743726.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -743729.250000 Penalty: 2934.132080
	Iteration 13Q: 3 clusters Score -743729.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -743735.375000 Penalty: 2934.132080
	Iteration 14Q: 3 clusters Score -743735.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -743739.750000 Penalty: 2934.132080
	Iteration 15Q: 3 clusters Score -743739.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -743741.750000 Penalty: 2934.132080
	Iteration 16Q: 3 clusters Score -743741.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -743745.750000 Penalty: 2934.132080
	Iteration 17Q: 3 clusters Score -743745.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -743749.500000 Penalty: 2934.132080
	Iteration 18Q: 3 clusters Score -743749.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -743749.500000 Penalty: 2934.132080
	Iteration 19Q: 3 clusters Score -743749.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -743751.500000 Penalty: 2934.132080
	Iteration 20F: 3 clusters Score -743751.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -743750.687500 Penalty: 2934.132080
	Iteration 21Q: 3 clusters Score -743750.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -743751.000000 Penalty: 2934.132080
	Iteration 22Q: 3 clusters Score -743751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -743751.062500 Penalty: 2934.132080
	Iteration 23Q: 3 clusters Score -743751.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -743751.312500 Penalty: 2934.132080
	Iteration 24Q: 3 clusters Score -743751.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -743751.500000 Penalty: 2934.132080
	Iteration 25Q: 3 clusters Score -743751.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -743753.937500 Penalty: 2934.132080
	Iteration 26Q: 3 clusters Score -743753.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -743755.625000 Penalty: 2934.132080
	Iteration 27Q: 3 clusters Score -743755.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -743758.812500 Penalty: 2934.132080
	Iteration 28Q: 3 clusters Score -743758.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -743760.625000 Penalty: 2934.132080
	Iteration 29Q: 3 clusters Score -743760.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -743764.500000 Penalty: 2934.132080
	Iteration 30Q: 3 clusters Score -743764.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -743766.250000 Penalty: 2934.132080
	Iteration 31Q: 3 clusters Score -743766.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -743767.062500 Penalty: 2934.132080
	Iteration 32Q: 3 clusters Score -743767.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -743770.250000 Penalty: 2934.132080
	Iteration 33Q: 3 clusters Score -743770.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -743772.187500 Penalty: 2934.132080
	Iteration 34Q: 3 clusters Score -743772.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -743775.437500 Penalty: 2934.132080
	Iteration 35Q: 3 clusters Score -743775.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -743780.375000 Penalty: 2934.132080
	Iteration 36Q: 3 clusters Score -743780.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -743780.500000 Penalty: 2934.132080
	Iteration 37Q: 3 clusters Score -743780.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -743784.187500 Penalty: 2934.132080
	Iteration 38Q: 3 clusters Score -743784.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -743787.187500 Penalty: 2934.132080
	Iteration 39Q: 3 clusters Score -743787.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -743789.125000 Penalty: 2934.132080
	Iteration 40F: 3 clusters Score -743789.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -743792.125000 Penalty: 2934.132080
	Iteration 41Q: 3 clusters Score -743792.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -743793.562500 Penalty: 2934.132080
	Iteration 42Q: 3 clusters Score -743793.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -743797.500000 Penalty: 2934.132080
	Iteration 43Q: 3 clusters Score -743797.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -743801.187500 Penalty: 2934.132080
	Iteration 44Q: 3 clusters Score -743801.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -743803.500000 Penalty: 2934.132080
	Iteration 45Q: 3 clusters Score -743803.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -743805.625000 Penalty: 2934.132080
	Iteration 46Q: 3 clusters Score -743805.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -743806.562500 Penalty: 2934.132080
	Iteration 47Q: 3 clusters Score -743806.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -743808.937500 Penalty: 2934.132080
	Iteration 48Q: 3 clusters Score -743808.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -743810.750000 Penalty: 2934.132080
	Iteration 49Q: 3 clusters Score -743810.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -743811.312500 Penalty: 2934.132080
	Iteration 50Q: 3 clusters Score -743811.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -743814.375000 Penalty: 2934.132080
	Iteration 51Q: 3 clusters Score -743814.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -743815.500000 Penalty: 2934.132080
	Iteration 52Q: 3 clusters Score -743815.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -743814.437500 Penalty: 2934.132080
	Iteration 53Q: 3 clusters Score -743814.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -743818.625000 Penalty: 2934.132080
	Iteration 54Q: 3 clusters Score -743818.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -743819.062500 Penalty: 2934.132080
	Iteration 55Q: 3 clusters Score -743819.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -743822.187500 Penalty: 2934.132080
	Iteration 56Q: 3 clusters Score -743822.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -743823.500000 Penalty: 2934.132080
	Iteration 57Q: 3 clusters Score -743823.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -743824.000000 Penalty: 2934.132080
	Iteration 58Q: 3 clusters Score -743824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -743824.125000 Penalty: 2934.132080
	Iteration 59Q: 3 clusters Score -743824.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -743824.062500 Penalty: 2934.132080
	Iteration 60F: 3 clusters Score -743824.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -743824.937500 Penalty: 2934.132080
	Iteration 61Q: 3 clusters Score -743824.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -743824.937500 Penalty: 2934.132080
	Iteration 62F: 3 clusters Score -743824.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 51548 members 
Mstep: Class 3 contains 42103 members 
Mstep: Class 4 contains 193935 members 
Mstep: Class 5 contains 6866 members 
Mstep: Class 6 contains 14780 members 
Mstep: Class 7 contains 12083 members 
Mstep: Class 8 contains 1488 members 
Mstep: Class 9 contains 128309 members 
Mstep: Class 10 contains 24039 members 
Mstep: Class 11 contains 18439 members 
Mstep: Class 12 contains 48412 members 
Mstep: Class 13 contains 3879 members 
Mstep: Class 14 contains 1158 members 
Mstep: Class 15 contains 16428 members 
Mstep: Class 16 contains 20212 members 
Mstep: Class 17 contains 78003 members 
Mstep: Class 18 contains 61010 members 
Mstep: Class 19 contains 1819 members 
Mstep: Class 20 contains 7122 members 
Mstep: Class 21 contains 5691 members 
Mstep: Class 22 contains 2238 members 
Mstep: Class 23 contains 60925 members 
Mstep: Class 24 contains 8231 members 
Mstep: Class 25 contains 12077 members 
Mstep: Class 26 contains 5901 members 
Mstep: Class 27 contains 1903 members 
Mstep: Class 28 contains 7108 members 
Mstep: Class 29 contains 12502 members 
Mstep: Class 30 contains 73199 members 
Mstep: Class 31 contains 1226 members 
Mstep: Class 32 contains 7147 members 
Mstep: Class 33 contains 4939 members 
Mstep: Class 34 contains 2000 members 
Mstep: Class 35 contains 1149 members 
Mstep: Class 36 contains 1121 members 
Mstep: Class 37 contains 1226 members 
Entering Unmasked Estep 
Score: -84407888.000000 Penalty: 82809.843750
Splitting cluster 28 changes total score from -84388896.000000 to -84407888.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 29 (12502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Entering Unmasked Estep 
Score: -1083190.000000 Penalty: 1532.967163
	Iteration 0F: 2 clusters Score -1083190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1074471.875000 Penalty: 3065.934326
	Iteration 0F: 3 clusters Score -1074472 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1077736.375000 Penalty: 3065.934326
	Iteration 1F: 3 clusters Score -1077736 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1078615.000000 Penalty: 3065.934326
	Iteration 2F: 3 clusters Score -1078615 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1079689.125000 Penalty: 3065.934326
	Iteration 3F: 3 clusters Score -1079689 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1080904.000000 Penalty: 3065.934326
	Iteration 4F: 3 clusters Score -1080904 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1081926.750000 Penalty: 3065.934326
	Iteration 5F: 3 clusters Score -1081927 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1082515.375000 Penalty: 3065.934326
	Iteration 6F: 3 clusters Score -1082515 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1082764.250000 Penalty: 3065.934326
	Iteration 7Q: 3 clusters Score -1082764 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1082870.625000 Penalty: 3065.934326
	Iteration 8Q: 3 clusters Score -1082871 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1082936.375000 Penalty: 3065.934326
	Iteration 9Q: 3 clusters Score -1082936 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1083003.000000 Penalty: 3065.934326
	Iteration 10Q: 3 clusters Score -1083003 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1083106.000000 Penalty: 3065.934326
	Iteration 11Q: 3 clusters Score -1083106 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1083210.250000 Penalty: 3065.934326
	Iteration 12Q: 3 clusters Score -1083210 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1083263.875000 Penalty: 3065.934326
	Iteration 13Q: 3 clusters Score -1083264 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1083311.250000 Penalty: 3065.934326
	Iteration 14Q: 3 clusters Score -1083311 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1083355.000000 Penalty: 3065.934326
	Iteration 15Q: 3 clusters Score -1083355 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1083418.250000 Penalty: 3065.934326
	Iteration 16Q: 3 clusters Score -1083418 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1083478.125000 Penalty: 3065.934326
	Iteration 17Q: 3 clusters Score -1083478 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1083565.500000 Penalty: 3065.934326
	Iteration 18Q: 3 clusters Score -1083566 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1083633.875000 Penalty: 3065.934326
	Iteration 19Q: 3 clusters Score -1083634 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1083788.500000 Penalty: 3065.934326
	Iteration 20F: 3 clusters Score -1083788 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1083971.000000 Penalty: 3065.934326
	Iteration 21Q: 3 clusters Score -1083971 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1084086.625000 Penalty: 3065.934326
	Iteration 22Q: 3 clusters Score -1084087 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1084165.125000 Penalty: 3065.934326
	Iteration 23Q: 3 clusters Score -1084165 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1084202.375000 Penalty: 3065.934326
	Iteration 24Q: 3 clusters Score -1084202 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1084230.375000 Penalty: 3065.934326
	Iteration 25Q: 3 clusters Score -1084230 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1084248.500000 Penalty: 3065.934326
	Iteration 26Q: 3 clusters Score -1084248 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1084260.500000 Penalty: 3065.934326
	Iteration 27Q: 3 clusters Score -1084260 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1084268.750000 Penalty: 3065.934326
	Iteration 28Q: 3 clusters Score -1084269 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1084284.250000 Penalty: 3065.934326
	Iteration 29Q: 3 clusters Score -1084284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1084292.875000 Penalty: 3065.934326
	Iteration 30Q: 3 clusters Score -1084293 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1084301.000000 Penalty: 3065.934326
	Iteration 31Q: 3 clusters Score -1084301 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1084307.875000 Penalty: 3065.934326
	Iteration 32Q: 3 clusters Score -1084308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1084313.000000 Penalty: 3065.934326
	Iteration 33Q: 3 clusters Score -1084313 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1084313.750000 Penalty: 3065.934326
	Iteration 34Q: 3 clusters Score -1084314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1084318.125000 Penalty: 3065.934326
	Iteration 35Q: 3 clusters Score -1084318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1084317.000000 Penalty: 3065.934326
	Iteration 36Q: 3 clusters Score -1084317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1084321.875000 Penalty: 3065.934326
	Iteration 37Q: 3 clusters Score -1084322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1084324.000000 Penalty: 3065.934326
	Iteration 38Q: 3 clusters Score -1084324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1084325.875000 Penalty: 3065.934326
	Iteration 39Q: 3 clusters Score -1084326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1084325.875000 Penalty: 3065.934326
	Iteration 40F: 3 clusters Score -1084326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1084327.250000 Penalty: 3065.934326
	Iteration 41Q: 3 clusters Score -1084327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1084331.500000 Penalty: 3065.934326
	Iteration 42Q: 3 clusters Score -1084332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1084336.250000 Penalty: 3065.934326
	Iteration 43Q: 3 clusters Score -1084336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1084340.125000 Penalty: 3065.934326
	Iteration 44Q: 3 clusters Score -1084340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1084346.375000 Penalty: 3065.934326
	Iteration 45Q: 3 clusters Score -1084346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1084352.625000 Penalty: 3065.934326
	Iteration 46Q: 3 clusters Score -1084353 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1084358.625000 Penalty: 3065.934326
	Iteration 47Q: 3 clusters Score -1084359 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1084365.750000 Penalty: 3065.934326
	Iteration 48Q: 3 clusters Score -1084366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1084367.750000 Penalty: 3065.934326
	Iteration 49Q: 3 clusters Score -1084368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1084370.250000 Penalty: 3065.934326
	Iteration 50Q: 3 clusters Score -1084370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1084376.000000 Penalty: 3065.934326
	Iteration 51Q: 3 clusters Score -1084376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1084377.250000 Penalty: 3065.934326
	Iteration 52Q: 3 clusters Score -1084377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1084378.875000 Penalty: 3065.934326
	Iteration 53Q: 3 clusters Score -1084379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1084379.000000 Penalty: 3065.934326
	Iteration 54Q: 3 clusters Score -1084379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1084381.000000 Penalty: 3065.934326
	Iteration 55Q: 3 clusters Score -1084381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1084380.500000 Penalty: 3065.934326
	Iteration 56Q: 3 clusters Score -1084380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1084380.875000 Penalty: 3065.934326
	Iteration 57Q: 3 clusters Score -1084381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1084381.750000 Penalty: 3065.934326
	Iteration 58Q: 3 clusters Score -1084382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1084383.125000 Penalty: 3065.934326
	Iteration 59Q: 3 clusters Score -1084383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1084387.625000 Penalty: 3065.934326
	Iteration 60F: 3 clusters Score -1084388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1084389.250000 Penalty: 3065.934326
	Iteration 61Q: 3 clusters Score -1084389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1084391.375000 Penalty: 3065.934326
	Iteration 62Q: 3 clusters Score -1084391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1084393.500000 Penalty: 3065.934326
	Iteration 63Q: 3 clusters Score -1084394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1084393.500000 Penalty: 3065.934326
	Iteration 64Q: 3 clusters Score -1084394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1084394.875000 Penalty: 3065.934326
	Iteration 65Q: 3 clusters Score -1084395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1084400.375000 Penalty: 3065.934326
	Iteration 66Q: 3 clusters Score -1084400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1084409.125000 Penalty: 3065.934326
	Iteration 67Q: 3 clusters Score -1084409 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1084417.250000 Penalty: 3065.934326
	Iteration 68Q: 3 clusters Score -1084417 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1084425.875000 Penalty: 3065.934326
	Iteration 69Q: 3 clusters Score -1084426 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1084449.625000 Penalty: 3065.934326
	Iteration 70Q: 3 clusters Score -1084450 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1084471.500000 Penalty: 3065.934326
	Iteration 71Q: 3 clusters Score -1084472 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1084495.000000 Penalty: 3065.934326
	Iteration 72Q: 3 clusters Score -1084495 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1084517.125000 Penalty: 3065.934326
	Iteration 73Q: 3 clusters Score -1084517 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1084538.500000 Penalty: 3065.934326
	Iteration 74Q: 3 clusters Score -1084538 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1084564.250000 Penalty: 3065.934326
	Iteration 75Q: 3 clusters Score -1084564 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1084576.500000 Penalty: 3065.934326
	Iteration 76Q: 3 clusters Score -1084576 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1084592.125000 Penalty: 3065.934326
	Iteration 77Q: 3 clusters Score -1084592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1084606.000000 Penalty: 3065.934326
	Iteration 78Q: 3 clusters Score -1084606 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1084619.750000 Penalty: 3065.934326
	Iteration 79Q: 3 clusters Score -1084620 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1084636.875000 Penalty: 3065.934326
	Iteration 80F: 3 clusters Score -1084637 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1084655.125000 Penalty: 3065.934326
	Iteration 81Q: 3 clusters Score -1084655 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1084667.375000 Penalty: 3065.934326
	Iteration 82Q: 3 clusters Score -1084667 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1084676.500000 Penalty: 3065.934326
	Iteration 83Q: 3 clusters Score -1084676 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1084684.250000 Penalty: 3065.934326
	Iteration 84Q: 3 clusters Score -1084684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1084696.875000 Penalty: 3065.934326
	Iteration 85Q: 3 clusters Score -1084697 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1084703.875000 Penalty: 3065.934326
	Iteration 86Q: 3 clusters Score -1084704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1084709.250000 Penalty: 3065.934326
	Iteration 87Q: 3 clusters Score -1084709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1084713.750000 Penalty: 3065.934326
	Iteration 88Q: 3 clusters Score -1084714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1084716.250000 Penalty: 3065.934326
	Iteration 89Q: 3 clusters Score -1084716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1084718.375000 Penalty: 3065.934326
	Iteration 90Q: 3 clusters Score -1084718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1084722.750000 Penalty: 3065.934326
	Iteration 91Q: 3 clusters Score -1084723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1084722.250000 Penalty: 3065.934326
	Iteration 92Q: 3 clusters Score -1084722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1084723.000000 Penalty: 3065.934326
	Iteration 93Q: 3 clusters Score -1084723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1084723.125000 Penalty: 3065.934326
	Iteration 94Q: 3 clusters Score -1084723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1084724.750000 Penalty: 3065.934326
	Iteration 95Q: 3 clusters Score -1084725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1084722.625000 Penalty: 3065.934326
	Iteration 96Q: 3 clusters Score -1084723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1084722.625000 Penalty: 3065.934326
	Iteration 97Q: 3 clusters Score -1084723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1084723.500000 Penalty: 3065.934326
	Iteration 98Q: 3 clusters Score -1084724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1084723.500000 Penalty: 3065.934326
	Iteration 99F: 3 clusters Score -1084724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 51548 members 
Mstep: Class 3 contains 42103 members 
Mstep: Class 4 contains 193935 members 
Mstep: Class 5 contains 6866 members 
Mstep: Class 6 contains 14780 members 
Mstep: Class 7 contains 12083 members 
Mstep: Class 8 contains 1488 members 
Mstep: Class 9 contains 128309 members 
Mstep: Class 10 contains 24039 members 
Mstep: Class 11 contains 18439 members 
Mstep: Class 12 contains 48412 members 
Mstep: Class 13 contains 3879 members 
Mstep: Class 14 contains 1158 members 
Mstep: Class 15 contains 16428 members 
Mstep: Class 16 contains 20212 members 
Mstep: Class 17 contains 78003 members 
Mstep: Class 18 contains 61010 members 
Mstep: Class 19 contains 1819 members 
Mstep: Class 20 contains 7122 members 
Mstep: Class 21 contains 5691 members 
Mstep: Class 22 contains 2238 members 
Mstep: Class 23 contains 60925 members 
Mstep: Class 24 contains 8231 members 
Mstep: Class 25 contains 12077 members 
Mstep: Class 26 contains 5901 members 
Mstep: Class 27 contains 1903 members 
Mstep: Class 28 contains 7108 members 
Mstep: Class 29 contains 2010 members 
Mstep: Class 30 contains 73199 members 
Mstep: Class 31 contains 1226 members 
Mstep: Class 32 contains 7147 members 
Mstep: Class 33 contains 4939 members 
Mstep: Class 34 contains 2000 members 
Mstep: Class 35 contains 1149 members 
Mstep: Class 36 contains 1121 members 
Mstep: Class 37 contains 1226 members 
Mstep: Class 38 contains 10492 members 
Entering Unmasked Estep 
Score: -84408704.000000 Penalty: 85047.945312
Splitting cluster 29 changes total score from -84388896.000000 to -84408704.000000
So it's getting split into cluster 38.
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 51548 members 
Mstep: Class 3 contains 42103 members 
Mstep: Class 4 contains 193935 members 
Mstep: Class 5 contains 6866 members 
Mstep: Class 6 contains 14780 members 
Mstep: Class 7 contains 12083 members 
Mstep: Class 8 contains 1488 members 
Mstep: Class 9 contains 128309 members 
Mstep: Class 10 contains 24039 members 
Mstep: Class 11 contains 18439 members 
Mstep: Class 12 contains 48412 members 
Mstep: Class 13 contains 3879 members 
Mstep: Class 14 contains 1158 members 
Mstep: Class 15 contains 16428 members 
Mstep: Class 16 contains 20212 members 
Mstep: Class 17 contains 78003 members 
Mstep: Class 18 contains 61010 members 
Mstep: Class 19 contains 1819 members 
Mstep: Class 20 contains 7122 members 
Mstep: Class 21 contains 5691 members 
Mstep: Class 22 contains 2238 members 
Mstep: Class 23 contains 60925 members 
Mstep: Class 24 contains 8231 members 
Mstep: Class 25 contains 12077 members 
Mstep: Class 26 contains 5901 members 
Mstep: Class 27 contains 1903 members 
Mstep: Class 28 contains 7108 members 
Mstep: Class 29 contains 2010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84417128.000000 Penalty: 85047.945312
Iteration 79Q: 39 clusters Score -8.441713e+07 nChanged 14027
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 51544 members 
Mstep: Class 3 contains 42104 members 
Mstep: Class 4 contains 195664 members 
Mstep: Class 5 contains 6912 members 
Mstep: Class 6 contains 14948 members 
Mstep: Class 7 contains 11991 members 
Mstep: Class 8 contains 1479 members 
Mstep: Class 9 contains 128143 members 
Mstep: Class 10 contains 24381 members 
Mstep: Class 11 contains 18429 members 
Mstep: Class 12 contains 47958 members 
Mstep: Class 13 contains 4077 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 16931 members 
Mstep: Class 16 contains 20372 members 
Mstep: Class 17 contains 78739 members 
Mstep: Class 18 contains 60955 members 
Mstep: Class 19 contains 2046 members 
Mstep: Class 20 contains 7110 members 
Mstep: Class 21 contains 5741 members 
Mstep: Class 22 contains 2287 members 
Mstep: Class 23 contains 61484 members 
Mstep: Class 24 contains 8315 members 
Mstep: Class 25 contains 12043 members 
Mstep: Class 26 contains 5995 members 
Mstep: Class 27 contains 1988 members 
Mstep: Class 28 contains 7202 members 
Mstep: Class 29 contains 2082 members 
Mstep: Class 30 contains 69612 members 
Mstep: Class 31 contains 1215 members 
Mstep: Class 32 contains 6908 members 
Mstep: Class 33 contains 4770 members 
Mstep: Class 34 contains 1871 members 
Mstep: Class 35 contains 1072 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 1172 members 
Mstep: Class 38 contains 10130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84424336.000000 Penalty: 85047.945312
Iteration 80F: 39 clusters Score -8.442434e+07 nChanged 11877
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 51543 members 
Mstep: Class 3 contains 42039 members 
Mstep: Class 4 contains 195494 members 
Mstep: Class 5 contains 6945 members 
Mstep: Class 6 contains 14956 members 
Mstep: Class 7 contains 11884 members 
Mstep: Class 8 contains 1427 members 
Mstep: Class 9 contains 127933 members 
Mstep: Class 10 contains 24560 members 
Mstep: Class 11 contains 18393 members 
Mstep: Class 12 contains 47220 members 
Mstep: Class 13 contains 4196 members 
Mstep: Class 14 contains 1217 members 
Mstep: Class 15 contains 16887 members 
Mstep: Class 16 contains 20249 members 
Mstep: Class 17 contains 79020 members 
Mstep: Class 18 contains 60730 members 
Mstep: Class 19 contains 2160 members 
Mstep: Class 20 contains 7075 members 
Mstep: Class 21 contains 5739 members 
Mstep: Class 22 contains 2326 members 
Mstep: Class 23 contains 61270 members 
Mstep: Class 24 contains 8029 members 
Mstep: Class 25 contains 11837 members 
Mstep: Class 26 contains 5885 members 
Mstep: Class 27 contains 1939 members 
Mstep: Class 28 contains 7255 members 
Mstep: Class 29 contains 2086 members 
Mstep: Class 30 contains 69999 members 
Mstep: Class 31 contains 1240 members 
Mstep: Class 32 contains 7906 members 
Mstep: Class 33 contains 4916 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 1111 members 
Mstep: Class 36 contains 1232 members 
Mstep: Class 37 contains 1243 members 
Mstep: Class 38 contains 10153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84427272.000000 Penalty: 85047.945312
Iteration 81Q: 39 clusters Score -8.442727e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 51539 members 
Mstep: Class 3 contains 42005 members 
Mstep: Class 4 contains 195214 members 
Mstep: Class 5 contains 6962 members 
Mstep: Class 6 contains 14971 members 
Mstep: Class 7 contains 11748 members 
Mstep: Class 8 contains 1378 members 
Mstep: Class 9 contains 127790 members 
Mstep: Class 10 contains 24829 members 
Mstep: Class 11 contains 18383 members 
Mstep: Class 12 contains 46652 members 
Mstep: Class 13 contains 4293 members 
Mstep: Class 14 contains 1257 members 
Mstep: Class 15 contains 16896 members 
Mstep: Class 16 contains 20220 members 
Mstep: Class 17 contains 79316 members 
Mstep: Class 18 contains 60584 members 
Mstep: Class 19 contains 2212 members 
Mstep: Class 20 contains 7040 members 
Mstep: Class 21 contains 5733 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 61190 members 
Mstep: Class 24 contains 7823 members 
Mstep: Class 25 contains 11679 members 
Mstep: Class 26 contains 5835 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 7283 members 
Mstep: Class 29 contains 2100 members 
Mstep: Class 30 contains 70107 members 
Mstep: Class 31 contains 1252 members 
Mstep: Class 32 contains 8661 members 
Mstep: Class 33 contains 4981 members 
Mstep: Class 34 contains 1912 members 
Mstep: Class 35 contains 1131 members 
Mstep: Class 36 contains 1241 members 
Mstep: Class 37 contains 1300 members 
Mstep: Class 38 contains 10164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84428704.000000 Penalty: 85047.945312
Iteration 82Q: 39 clusters Score -8.44287e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 51532 members 
Mstep: Class 3 contains 41977 members 
Mstep: Class 4 contains 194860 members 
Mstep: Class 5 contains 6983 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 11647 members 
Mstep: Class 8 contains 1332 members 
Mstep: Class 9 contains 127666 members 
Mstep: Class 10 contains 25186 members 
Mstep: Class 11 contains 18382 members 
Mstep: Class 12 contains 46174 members 
Mstep: Class 13 contains 4385 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 16916 members 
Mstep: Class 16 contains 20166 members 
Mstep: Class 17 contains 79506 members 
Mstep: Class 18 contains 60497 members 
Mstep: Class 19 contains 2251 members 
Mstep: Class 20 contains 7006 members 
Mstep: Class 21 contains 5718 members 
Mstep: Class 22 contains 2390 members 
Mstep: Class 23 contains 61157 members 
Mstep: Class 24 contains 7641 members 
Mstep: Class 25 contains 11539 members 
Mstep: Class 26 contains 5815 members 
Mstep: Class 27 contains 1885 members 
Mstep: Class 28 contains 7291 members 
Mstep: Class 29 contains 2111 members 
Mstep: Class 30 contains 70137 members 
Mstep: Class 31 contains 1261 members 
Mstep: Class 32 contains 9299 members 
Mstep: Class 33 contains 5044 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 1142 members 
Mstep: Class 36 contains 1235 members 
Mstep: Class 37 contains 1354 members 
Mstep: Class 38 contains 10189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84429872.000000 Penalty: 85047.945312
Iteration 83Q: 39 clusters Score -8.442987e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 51528 members 
Mstep: Class 3 contains 41949 members 
Mstep: Class 4 contains 194447 members 
Mstep: Class 5 contains 7010 members 
Mstep: Class 6 contains 14998 members 
Mstep: Class 7 contains 11547 members 
Mstep: Class 8 contains 1311 members 
Mstep: Class 9 contains 127531 members 
Mstep: Class 10 contains 25620 members 
Mstep: Class 11 contains 18385 members 
Mstep: Class 12 contains 45716 members 
Mstep: Class 13 contains 4479 members 
Mstep: Class 14 contains 1353 members 
Mstep: Class 15 contains 16949 members 
Mstep: Class 16 contains 20119 members 
Mstep: Class 17 contains 79631 members 
Mstep: Class 18 contains 60434 members 
Mstep: Class 19 contains 2266 members 
Mstep: Class 20 contains 6973 members 
Mstep: Class 21 contains 5709 members 
Mstep: Class 22 contains 2403 members 
Mstep: Class 23 contains 61144 members 
Mstep: Class 24 contains 7468 members 
Mstep: Class 25 contains 11436 members 
Mstep: Class 26 contains 5808 members 
Mstep: Class 27 contains 1863 members 
Mstep: Class 28 contains 7300 members 
Mstep: Class 29 contains 2121 members 
Mstep: Class 30 contains 70172 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 9886 members 
Mstep: Class 33 contains 5095 members 
Mstep: Class 34 contains 1885 members 
Mstep: Class 35 contains 1152 members 
Mstep: Class 36 contains 1219 members 
Mstep: Class 37 contains 1398 members 
Mstep: Class 38 contains 10207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84430744.000000 Penalty: 85047.945312
Iteration 84Q: 39 clusters Score -8.443074e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 51526 members 
Mstep: Class 3 contains 41927 members 
Mstep: Class 4 contains 194025 members 
Mstep: Class 5 contains 7014 members 
Mstep: Class 6 contains 15000 members 
Mstep: Class 7 contains 11465 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 127427 members 
Mstep: Class 10 contains 26088 members 
Mstep: Class 11 contains 18382 members 
Mstep: Class 12 contains 45343 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 1385 members 
Mstep: Class 15 contains 16962 members 
Mstep: Class 16 contains 20072 members 
Mstep: Class 17 contains 79717 members 
Mstep: Class 18 contains 60387 members 
Mstep: Class 19 contains 2273 members 
Mstep: Class 20 contains 6946 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 2412 members 
Mstep: Class 23 contains 61140 members 
Mstep: Class 24 contains 7335 members 
Mstep: Class 25 contains 11340 members 
Mstep: Class 26 contains 5801 members 
Mstep: Class 27 contains 1854 members 
Mstep: Class 28 contains 7302 members 
Mstep: Class 29 contains 2132 members 
Mstep: Class 30 contains 70224 members 
Mstep: Class 31 contains 1283 members 
Mstep: Class 32 contains 10386 members 
Mstep: Class 33 contains 5150 members 
Mstep: Class 34 contains 1881 members 
Mstep: Class 35 contains 1150 members 
Mstep: Class 36 contains 1189 members 
Mstep: Class 37 contains 1434 members 
Mstep: Class 38 contains 10215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84431352.000000 Penalty: 85047.945312
Iteration 85Q: 39 clusters Score -8.443135e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 51523 members 
Mstep: Class 3 contains 41912 members 
Mstep: Class 4 contains 193556 members 
Mstep: Class 5 contains 7027 members 
Mstep: Class 6 contains 14999 members 
Mstep: Class 7 contains 11410 members 
Mstep: Class 8 contains 1298 members 
Mstep: Class 9 contains 127321 members 
Mstep: Class 10 contains 26578 members 
Mstep: Class 11 contains 18383 members 
Mstep: Class 12 contains 44991 members 
Mstep: Class 13 contains 4586 members 
Mstep: Class 14 contains 1409 members 
Mstep: Class 15 contains 16980 members 
Mstep: Class 16 contains 20050 members 
Mstep: Class 17 contains 79748 members 
Mstep: Class 18 contains 60363 members 
Mstep: Class 19 contains 2280 members 
Mstep: Class 20 contains 6920 members 
Mstep: Class 21 contains 5703 members 
Mstep: Class 22 contains 2420 members 
Mstep: Class 23 contains 61133 members 
Mstep: Class 24 contains 7230 members 
Mstep: Class 25 contains 11281 members 
Mstep: Class 26 contains 5796 members 
Mstep: Class 27 contains 1847 members 
Mstep: Class 28 contains 7309 members 
Mstep: Class 29 contains 2138 members 
Mstep: Class 30 contains 70274 members 
Mstep: Class 31 contains 1287 members 
Mstep: Class 32 contains 10826 members 
Mstep: Class 33 contains 5187 members 
Mstep: Class 34 contains 1875 members 
Mstep: Class 35 contains 1153 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 1469 members 
Mstep: Class 38 contains 10233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84432016.000000 Penalty: 85047.945312
Iteration 86Q: 39 clusters Score -8.443202e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 51521 members 
Mstep: Class 3 contains 41894 members 
Mstep: Class 4 contains 193101 members 
Mstep: Class 5 contains 7036 members 
Mstep: Class 6 contains 14998 members 
Mstep: Class 7 contains 11349 members 
Mstep: Class 8 contains 1295 members 
Mstep: Class 9 contains 127208 members 
Mstep: Class 10 contains 27084 members 
Mstep: Class 11 contains 18380 members 
Mstep: Class 12 contains 44672 members 
Mstep: Class 13 contains 4632 members 
Mstep: Class 14 contains 1424 members 
Mstep: Class 15 contains 17012 members 
Mstep: Class 16 contains 20042 members 
Mstep: Class 17 contains 79811 members 
Mstep: Class 18 contains 60353 members 
Mstep: Class 19 contains 2277 members 
Mstep: Class 20 contains 6900 members 
Mstep: Class 21 contains 5693 members 
Mstep: Class 22 contains 2433 members 
Mstep: Class 23 contains 61126 members 
Mstep: Class 24 contains 7143 members 
Mstep: Class 25 contains 11220 members 
Mstep: Class 26 contains 5796 members 
Mstep: Class 27 contains 1843 members 
Mstep: Class 28 contains 7308 members 
Mstep: Class 29 contains 2142 members 
Mstep: Class 30 contains 70314 members 
Mstep: Class 31 contains 1291 members 
Mstep: Class 32 contains 11219 members 
Mstep: Class 33 contains 5231 members 
Mstep: Class 34 contains 1863 members 
Mstep: Class 35 contains 1156 members 
Mstep: Class 36 contains 1141 members 
Mstep: Class 37 contains 1488 members 
Mstep: Class 38 contains 10240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84432464.000000 Penalty: 85047.945312
Iteration 87Q: 39 clusters Score -8.443246e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 51520 members 
Mstep: Class 3 contains 41884 members 
Mstep: Class 4 contains 192647 members 
Mstep: Class 5 contains 7048 members 
Mstep: Class 6 contains 14998 members 
Mstep: Class 7 contains 11293 members 
Mstep: Class 8 contains 1289 members 
Mstep: Class 9 contains 127091 members 
Mstep: Class 10 contains 27601 members 
Mstep: Class 11 contains 18380 members 
Mstep: Class 12 contains 44401 members 
Mstep: Class 13 contains 4686 members 
Mstep: Class 14 contains 1437 members 
Mstep: Class 15 contains 17053 members 
Mstep: Class 16 contains 20042 members 
Mstep: Class 17 contains 79859 members 
Mstep: Class 18 contains 60345 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 6875 members 
Mstep: Class 21 contains 5677 members 
Mstep: Class 22 contains 2445 members 
Mstep: Class 23 contains 61132 members 
Mstep: Class 24 contains 7066 members 
Mstep: Class 25 contains 11178 members 
Mstep: Class 26 contains 5786 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 7300 members 
Mstep: Class 29 contains 2148 members 
Mstep: Class 30 contains 70341 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11557 members 
Mstep: Class 33 contains 5255 members 
Mstep: Class 34 contains 1855 members 
Mstep: Class 35 contains 1160 members 
Mstep: Class 36 contains 1120 members 
Mstep: Class 37 contains 1506 members 
Mstep: Class 38 contains 10244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84432848.000000 Penalty: 85047.945312
Iteration 88Q: 39 clusters Score -8.443285e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 51519 members 
Mstep: Class 3 contains 41877 members 
Mstep: Class 4 contains 192193 members 
Mstep: Class 5 contains 7066 members 
Mstep: Class 6 contains 15006 members 
Mstep: Class 7 contains 11255 members 
Mstep: Class 8 contains 1287 members 
Mstep: Class 9 contains 126964 members 
Mstep: Class 10 contains 28126 members 
Mstep: Class 11 contains 18378 members 
Mstep: Class 12 contains 44166 members 
Mstep: Class 13 contains 4721 members 
Mstep: Class 14 contains 1447 members 
Mstep: Class 15 contains 17090 members 
Mstep: Class 16 contains 19998 members 
Mstep: Class 17 contains 79914 members 
Mstep: Class 18 contains 60351 members 
Mstep: Class 19 contains 2285 members 
Mstep: Class 20 contains 6849 members 
Mstep: Class 21 contains 5676 members 
Mstep: Class 22 contains 2454 members 
Mstep: Class 23 contains 61129 members 
Mstep: Class 24 contains 7010 members 
Mstep: Class 25 contains 11121 members 
Mstep: Class 26 contains 5781 members 
Mstep: Class 27 contains 1830 members 
Mstep: Class 28 contains 7299 members 
Mstep: Class 29 contains 2148 members 
Mstep: Class 30 contains 70355 members 
Mstep: Class 31 contains 1308 members 
Mstep: Class 32 contains 11847 members 
Mstep: Class 33 contains 5272 members 
Mstep: Class 34 contains 1850 members 
Mstep: Class 35 contains 1162 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 1519 members 
Mstep: Class 38 contains 10255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84433256.000000 Penalty: 85047.945312
Iteration 89Q: 39 clusters Score -8.443326e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 51517 members 
Mstep: Class 3 contains 41877 members 
Mstep: Class 4 contains 191760 members 
Mstep: Class 5 contains 7080 members 
Mstep: Class 6 contains 15007 members 
Mstep: Class 7 contains 11213 members 
Mstep: Class 8 contains 1286 members 
Mstep: Class 9 contains 126837 members 
Mstep: Class 10 contains 28555 members 
Mstep: Class 11 contains 18379 members 
Mstep: Class 12 contains 43992 members 
Mstep: Class 13 contains 4760 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 17135 members 
Mstep: Class 16 contains 19960 members 
Mstep: Class 17 contains 80010 members 
Mstep: Class 18 contains 60353 members 
Mstep: Class 19 contains 2295 members 
Mstep: Class 20 contains 6829 members 
Mstep: Class 21 contains 5681 members 
Mstep: Class 22 contains 2461 members 
Mstep: Class 23 contains 61133 members 
Mstep: Class 24 contains 6954 members 
Mstep: Class 25 contains 11062 members 
Mstep: Class 26 contains 5773 members 
Mstep: Class 27 contains 1823 members 
Mstep: Class 28 contains 7298 members 
Mstep: Class 29 contains 2151 members 
Mstep: Class 30 contains 70383 members 
Mstep: Class 31 contains 1312 members 
Mstep: Class 32 contains 12100 members 
Mstep: Class 33 contains 5284 members 
Mstep: Class 34 contains 1852 members 
Mstep: Class 35 contains 1164 members 
Mstep: Class 36 contains 1104 members 
Mstep: Class 37 contains 1522 members 
Mstep: Class 38 contains 10258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84433248.000000 Penalty: 85047.945312
Iteration 90Q: 39 clusters Score -8.443325e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 51513 members 
Mstep: Class 3 contains 41875 members 
Mstep: Class 4 contains 191327 members 
Mstep: Class 5 contains 7091 members 
Mstep: Class 6 contains 15009 members 
Mstep: Class 7 contains 11176 members 
Mstep: Class 8 contains 1289 members 
Mstep: Class 9 contains 126726 members 
Mstep: Class 10 contains 28972 members 
Mstep: Class 11 contains 18383 members 
Mstep: Class 12 contains 43823 members 
Mstep: Class 13 contains 4781 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 15 contains 17167 members 
Mstep: Class 16 contains 19945 members 
Mstep: Class 17 contains 80080 members 
Mstep: Class 18 contains 60371 members 
Mstep: Class 19 contains 2299 members 
Mstep: Class 20 contains 6799 members 
Mstep: Class 21 contains 5680 members 
Mstep: Class 22 contains 2469 members 
Mstep: Class 23 contains 61142 members 
Mstep: Class 24 contains 6905 members 
Mstep: Class 25 contains 11013 members 
Mstep: Class 26 contains 5769 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 7289 members 
Mstep: Class 29 contains 2155 members 
Mstep: Class 30 contains 70421 members 
Mstep: Class 31 contains 1313 members 
Mstep: Class 32 contains 12331 members 
Mstep: Class 33 contains 5294 members 
Mstep: Class 34 contains 1856 members 
Mstep: Class 35 contains 1160 members 
Mstep: Class 36 contains 1101 members 
Mstep: Class 37 contains 1534 members 
Mstep: Class 38 contains 10257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84433424.000000 Penalty: 85047.945312
Iteration 91Q: 39 clusters Score -8.443342e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 51506 members 
Mstep: Class 3 contains 41874 members 
Mstep: Class 4 contains 190897 members 
Mstep: Class 5 contains 7097 members 
Mstep: Class 6 contains 15007 members 
Mstep: Class 7 contains 11137 members 
Mstep: Class 8 contains 1291 members 
Mstep: Class 9 contains 126618 members 
Mstep: Class 10 contains 29398 members 
Mstep: Class 11 contains 18389 members 
Mstep: Class 12 contains 43670 members 
Mstep: Class 13 contains 4803 members 
Mstep: Class 14 contains 1468 members 
Mstep: Class 15 contains 17212 members 
Mstep: Class 16 contains 19960 members 
Mstep: Class 17 contains 80137 members 
Mstep: Class 18 contains 60371 members 
Mstep: Class 19 contains 2299 members 
Mstep: Class 20 contains 6768 members 
Mstep: Class 21 contains 5678 members 
Mstep: Class 22 contains 2477 members 
Mstep: Class 23 contains 61141 members 
Mstep: Class 24 contains 6872 members 
Mstep: Class 25 contains 10988 members 
Mstep: Class 26 contains 5762 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 7279 members 
Mstep: Class 29 contains 2156 members 
Mstep: Class 30 contains 70439 members 
Mstep: Class 31 contains 1316 members 
Mstep: Class 32 contains 12544 members 
Mstep: Class 33 contains 5301 members 
Mstep: Class 34 contains 1857 members 
Mstep: Class 35 contains 1153 members 
Mstep: Class 36 contains 1101 members 
Mstep: Class 37 contains 1542 members 
Mstep: Class 38 contains 10263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84433544.000000 Penalty: 85047.945312
Iteration 92Q: 39 clusters Score -8.443354e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 51502 members 
Mstep: Class 3 contains 41883 members 
Mstep: Class 4 contains 190508 members 
Mstep: Class 5 contains 7108 members 
Mstep: Class 6 contains 15006 members 
Mstep: Class 7 contains 11099 members 
Mstep: Class 8 contains 1289 members 
Mstep: Class 9 contains 126511 members 
Mstep: Class 10 contains 29802 members 
Mstep: Class 11 contains 18394 members 
Mstep: Class 12 contains 43550 members 
Mstep: Class 13 contains 4828 members 
Mstep: Class 14 contains 1474 members 
Mstep: Class 15 contains 17252 members 
Mstep: Class 16 contains 19957 members 
Mstep: Class 17 contains 80206 members 
Mstep: Class 18 contains 60373 members 
Mstep: Class 19 contains 2301 members 
Mstep: Class 20 contains 6740 members 
Mstep: Class 21 contains 5675 members 
Mstep: Class 22 contains 2482 members 
Mstep: Class 23 contains 61142 members 
Mstep: Class 24 contains 6841 members 
Mstep: Class 25 contains 10960 members 
Mstep: Class 26 contains 5760 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 7276 members 
Mstep: Class 29 contains 2156 members 
Mstep: Class 30 contains 70437 members 
Mstep: Class 31 contains 1319 members 
Mstep: Class 32 contains 12712 members 
Mstep: Class 33 contains 5310 members 
Mstep: Class 34 contains 1856 members 
Mstep: Class 35 contains 1151 members 
Mstep: Class 36 contains 1101 members 
Mstep: Class 37 contains 1548 members 
Mstep: Class 38 contains 10265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84433528.000000 Penalty: 85047.945312
Iteration 93Q: 39 clusters Score -8.443353e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 51500 members 
Mstep: Class 3 contains 41880 members 
Mstep: Class 4 contains 190101 members 
Mstep: Class 5 contains 7117 members 
Mstep: Class 6 contains 15002 members 
Mstep: Class 7 contains 11065 members 
Mstep: Class 8 contains 1290 members 
Mstep: Class 9 contains 126425 members 
Mstep: Class 10 contains 30198 members 
Mstep: Class 11 contains 18396 members 
Mstep: Class 12 contains 43451 members 
Mstep: Class 13 contains 4844 members 
Mstep: Class 14 contains 1477 members 
Mstep: Class 15 contains 17282 members 
Mstep: Class 16 contains 19955 members 
Mstep: Class 17 contains 80266 members 
Mstep: Class 18 contains 60387 members 
Mstep: Class 19 contains 2303 members 
Mstep: Class 20 contains 6723 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 2483 members 
Mstep: Class 23 contains 61138 members 
Mstep: Class 24 contains 6813 members 
Mstep: Class 25 contains 10947 members 
Mstep: Class 26 contains 5763 members 
Mstep: Class 27 contains 1823 members 
Mstep: Class 28 contains 7270 members 
Mstep: Class 29 contains 2156 members 
Mstep: Class 30 contains 70443 members 
Mstep: Class 31 contains 1322 members 
Mstep: Class 32 contains 12861 members 
Mstep: Class 33 contains 5319 members 
Mstep: Class 34 contains 1856 members 
Mstep: Class 35 contains 1149 members 
Mstep: Class 36 contains 1101 members 
Mstep: Class 37 contains 1553 members 
Mstep: Class 38 contains 10264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84433680.000000 Penalty: 85047.945312
Iteration 94Q: 39 clusters Score -8.443368e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 51496 members 
Mstep: Class 3 contains 41880 members 
Mstep: Class 4 contains 189646 members 
Mstep: Class 5 contains 7123 members 
Mstep: Class 6 contains 15003 members 
Mstep: Class 7 contains 11032 members 
Mstep: Class 8 contains 1290 members 
Mstep: Class 9 contains 126355 members 
Mstep: Class 10 contains 30647 members 
Mstep: Class 11 contains 18399 members 
Mstep: Class 12 contains 43361 members 
Mstep: Class 13 contains 4857 members 
Mstep: Class 14 contains 1477 members 
Mstep: Class 15 contains 17315 members 
Mstep: Class 16 contains 19958 members 
Mstep: Class 17 contains 80342 members 
Mstep: Class 18 contains 60387 members 
Mstep: Class 19 contains 2304 members 
Mstep: Class 20 contains 6702 members 
Mstep: Class 21 contains 5675 members 
Mstep: Class 22 contains 2489 members 
Mstep: Class 23 contains 61131 members 
Mstep: Class 24 contains 6785 members 
Mstep: Class 25 contains 10925 members 
Mstep: Class 26 contains 5765 members 
Mstep: Class 27 contains 1823 members 
Mstep: Class 28 contains 7266 members 
Mstep: Class 29 contains 2156 members 
Mstep: Class 30 contains 70436 members 
Mstep: Class 31 contains 1326 members 
Mstep: Class 32 contains 12997 members 
Mstep: Class 33 contains 5326 members 
Mstep: Class 34 contains 1858 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 1100 members 
Mstep: Class 37 contains 1556 members 
Mstep: Class 38 contains 10268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84433856.000000 Penalty: 85047.945312
Iteration 95Q: 39 clusters Score -8.443386e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 51495 members 
Mstep: Class 3 contains 41891 members 
Mstep: Class 4 contains 189181 members 
Mstep: Class 5 contains 7126 members 
Mstep: Class 6 contains 14997 members 
Mstep: Class 7 contains 11011 members 
Mstep: Class 8 contains 1287 members 
Mstep: Class 9 contains 126292 members 
Mstep: Class 10 contains 31061 members 
Mstep: Class 11 contains 18399 members 
Mstep: Class 12 contains 43292 members 
Mstep: Class 13 contains 4871 members 
Mstep: Class 14 contains 1480 members 
Mstep: Class 15 contains 17345 members 
Mstep: Class 16 contains 19971 members 
Mstep: Class 17 contains 80402 members 
Mstep: Class 18 contains 60399 members 
Mstep: Class 19 contains 2305 members 
Mstep: Class 20 contains 6681 members 
Mstep: Class 21 contains 5688 members 
Mstep: Class 22 contains 2495 members 
Mstep: Class 23 contains 61132 members 
Mstep: Class 24 contains 6757 members 
Mstep: Class 25 contains 10929 members 
Mstep: Class 26 contains 5769 members 
Mstep: Class 27 contains 1823 members 
Mstep: Class 28 contains 7260 members 
Mstep: Class 29 contains 2156 members 
Mstep: Class 30 contains 70425 members 
Mstep: Class 31 contains 1330 members 
Mstep: Class 32 contains 13106 members 
Mstep: Class 33 contains 5331 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 1141 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1560 members 
Mstep: Class 38 contains 10266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84434024.000000 Penalty: 85047.945312
Iteration 96Q: 39 clusters Score -8.443402e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 51493 members 
Mstep: Class 3 contains 41893 members 
Mstep: Class 4 contains 188751 members 
Mstep: Class 5 contains 7124 members 
Mstep: Class 6 contains 14999 members 
Mstep: Class 7 contains 10991 members 
Mstep: Class 8 contains 1287 members 
Mstep: Class 9 contains 126230 members 
Mstep: Class 10 contains 31465 members 
Mstep: Class 11 contains 18402 members 
Mstep: Class 12 contains 43243 members 
Mstep: Class 13 contains 4877 members 
Mstep: Class 14 contains 1484 members 
Mstep: Class 15 contains 17368 members 
Mstep: Class 16 contains 19989 members 
Mstep: Class 17 contains 80444 members 
Mstep: Class 18 contains 60404 members 
Mstep: Class 19 contains 2305 members 
Mstep: Class 20 contains 6662 members 
Mstep: Class 21 contains 5700 members 
Mstep: Class 22 contains 2499 members 
Mstep: Class 23 contains 61134 members 
Mstep: Class 24 contains 6739 members 
Mstep: Class 25 contains 10941 members 
Mstep: Class 26 contains 5769 members 
Mstep: Class 27 contains 1819 members 
Mstep: Class 28 contains 7250 members 
Mstep: Class 29 contains 2156 members 
Mstep: Class 30 contains 70415 members 
Mstep: Class 31 contains 1334 members 
Mstep: Class 32 contains 13191 members 
Mstep: Class 33 contains 5336 members 
Mstep: Class 34 contains 1851 members 
Mstep: Class 35 contains 1137 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1563 members 
Mstep: Class 38 contains 10266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84434064.000000 Penalty: 85047.945312
Iteration 97Q: 39 clusters Score -8.443406e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 51491 members 
Mstep: Class 3 contains 41899 members 
Mstep: Class 4 contains 188339 members 
Mstep: Class 5 contains 7126 members 
Mstep: Class 6 contains 14997 members 
Mstep: Class 7 contains 10961 members 
Mstep: Class 8 contains 1287 members 
Mstep: Class 9 contains 126157 members 
Mstep: Class 10 contains 31902 members 
Mstep: Class 11 contains 18404 members 
Mstep: Class 12 contains 43202 members 
Mstep: Class 13 contains 4877 members 
Mstep: Class 14 contains 1491 members 
Mstep: Class 15 contains 17386 members 
Mstep: Class 16 contains 19999 members 
Mstep: Class 17 contains 80468 members 
Mstep: Class 18 contains 60405 members 
Mstep: Class 19 contains 2304 members 
Mstep: Class 20 contains 6639 members 
Mstep: Class 21 contains 5706 members 
Mstep: Class 22 contains 2501 members 
Mstep: Class 23 contains 61140 members 
Mstep: Class 24 contains 6728 members 
Mstep: Class 25 contains 10949 members 
Mstep: Class 26 contains 5764 members 
Mstep: Class 27 contains 1817 members 
Mstep: Class 28 contains 7242 members 
Mstep: Class 29 contains 2157 members 
Mstep: Class 30 contains 70419 members 
Mstep: Class 31 contains 1335 members 
Mstep: Class 32 contains 13257 members 
Mstep: Class 33 contains 5339 members 
Mstep: Class 34 contains 1851 members 
Mstep: Class 35 contains 1136 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1567 members 
Mstep: Class 38 contains 10272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84434064.000000 Penalty: 85047.945312
Iteration 98Q: 39 clusters Score -8.443406e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 51489 members 
Mstep: Class 3 contains 41906 members 
Mstep: Class 4 contains 187945 members 
Mstep: Class 5 contains 7127 members 
Mstep: Class 6 contains 14997 members 
Mstep: Class 7 contains 10936 members 
Mstep: Class 8 contains 1287 members 
Mstep: Class 9 contains 126089 members 
Mstep: Class 10 contains 32300 members 
Mstep: Class 11 contains 18406 members 
Mstep: Class 12 contains 43171 members 
Mstep: Class 13 contains 4881 members 
Mstep: Class 14 contains 1493 members 
Mstep: Class 15 contains 17408 members 
Mstep: Class 16 contains 20002 members 
Mstep: Class 17 contains 80503 members 
Mstep: Class 18 contains 60408 members 
Mstep: Class 19 contains 2305 members 
Mstep: Class 20 contains 6622 members 
Mstep: Class 21 contains 5721 members 
Mstep: Class 22 contains 2502 members 
Mstep: Class 23 contains 61143 members 
Mstep: Class 24 contains 6714 members 
Mstep: Class 25 contains 10949 members 
Mstep: Class 26 contains 5763 members 
Mstep: Class 27 contains 1817 members 
Mstep: Class 28 contains 7235 members 
Mstep: Class 29 contains 2157 members 
Mstep: Class 30 contains 70408 members 
Mstep: Class 31 contains 1335 members 
Mstep: Class 32 contains 13313 members 
Mstep: Class 33 contains 5341 members 
Mstep: Class 34 contains 1858 members 
Mstep: Class 35 contains 1136 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1569 members 
Mstep: Class 38 contains 10274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84434280.000000 Penalty: 85047.945312
Iteration 99Q: 39 clusters Score -8.443428e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 51489 members 
Mstep: Class 3 contains 41913 members 
Mstep: Class 4 contains 187554 members 
Mstep: Class 5 contains 7129 members 
Mstep: Class 6 contains 14997 members 
Mstep: Class 7 contains 10912 members 
Mstep: Class 8 contains 1288 members 
Mstep: Class 9 contains 126034 members 
Mstep: Class 10 contains 32699 members 
Mstep: Class 11 contains 18406 members 
Mstep: Class 12 contains 43140 members 
Mstep: Class 13 contains 4880 members 
Mstep: Class 14 contains 1493 members 
Mstep: Class 15 contains 17421 members 
Mstep: Class 16 contains 20011 members 
Mstep: Class 17 contains 80560 members 
Mstep: Class 18 contains 60414 members 
Mstep: Class 19 contains 2305 members 
Mstep: Class 20 contains 6608 members 
Mstep: Class 21 contains 5740 members 
Mstep: Class 22 contains 2505 members 
Mstep: Class 23 contains 61144 members 
Mstep: Class 24 contains 6697 members 
Mstep: Class 25 contains 10947 members 
Mstep: Class 26 contains 5763 members 
Mstep: Class 27 contains 1814 members 
Mstep: Class 28 contains 7230 members 
Mstep: Class 29 contains 2157 members 
Mstep: Class 30 contains 70381 members 
Mstep: Class 31 contains 1335 members 
Mstep: Class 32 contains 13357 members 
Mstep: Class 33 contains 5343 members 
Mstep: Class 34 contains 1858 members 
Mstep: Class 35 contains 1136 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1571 members 
Mstep: Class 38 contains 10275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84434368.000000 Penalty: 85047.945312
Iteration 100F: 39 clusters Score -8.443437e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 51489 members 
Mstep: Class 3 contains 41909 members 
Mstep: Class 4 contains 187203 members 
Mstep: Class 5 contains 7136 members 
Mstep: Class 6 contains 14998 members 
Mstep: Class 7 contains 10890 members 
Mstep: Class 8 contains 1288 members 
Mstep: Class 9 contains 125978 members 
Mstep: Class 10 contains 33038 members 
Mstep: Class 11 contains 18406 members 
Mstep: Class 12 contains 43098 members 
Mstep: Class 13 contains 4879 members 
Mstep: Class 14 contains 1494 members 
Mstep: Class 15 contains 17439 members 
Mstep: Class 16 contains 20013 members 
Mstep: Class 17 contains 80623 members 
Mstep: Class 18 contains 60421 members 
Mstep: Class 19 contains 2307 members 
Mstep: Class 20 contains 6598 members 
Mstep: Class 21 contains 5749 members 
Mstep: Class 22 contains 2506 members 
Mstep: Class 23 contains 61144 members 
Mstep: Class 24 contains 6683 members 
Mstep: Class 25 contains 10957 members 
Mstep: Class 26 contains 5762 members 
Mstep: Class 27 contains 1814 members 
Mstep: Class 28 contains 7225 members 
Mstep: Class 29 contains 2158 members 
Mstep: Class 30 contains 70355 members 
Mstep: Class 31 contains 1335 members 
Mstep: Class 32 contains 13419 members 
Mstep: Class 33 contains 5344 members 
Mstep: Class 34 contains 1858 members 
Mstep: Class 35 contains 1137 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1584 members 
Mstep: Class 38 contains 10275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84434416.000000 Penalty: 85047.945312
Iteration 101Q: 39 clusters Score -8.443442e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 51489 members 
Mstep: Class 3 contains 41906 members 
Mstep: Class 4 contains 186873 members 
Mstep: Class 5 contains 7135 members 
Mstep: Class 6 contains 14997 members 
Mstep: Class 7 contains 10863 members 
Mstep: Class 8 contains 1289 members 
Mstep: Class 9 contains 125921 members 
Mstep: Class 10 contains 33343 members 
Mstep: Class 11 contains 18406 members 
Mstep: Class 12 contains 43069 members 
Mstep: Class 13 contains 4886 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 17459 members 
Mstep: Class 16 contains 20020 members 
Mstep: Class 17 contains 80671 members 
Mstep: Class 18 contains 60429 members 
Mstep: Class 19 contains 2308 members 
Mstep: Class 20 contains 6582 members 
Mstep: Class 21 contains 5753 members 
Mstep: Class 22 contains 2509 members 
Mstep: Class 23 contains 61149 members 
Mstep: Class 24 contains 6673 members 
Mstep: Class 25 contains 10983 members 
Mstep: Class 26 contains 5762 members 
Mstep: Class 27 contains 1813 members 
Mstep: Class 28 contains 7222 members 
Mstep: Class 29 contains 2158 members 
Mstep: Class 30 contains 70317 members 
Mstep: Class 31 contains 1336 members 
Mstep: Class 32 contains 13471 members 
Mstep: Class 33 contains 5343 members 
Mstep: Class 34 contains 1861 members 
Mstep: Class 35 contains 1137 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1597 members 
Mstep: Class 38 contains 10273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84434392.000000 Penalty: 85047.945312
Iteration 102Q: 39 clusters Score -8.443439e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 51489 members 
Mstep: Class 3 contains 41897 members 
Mstep: Class 4 contains 186574 members 
Mstep: Class 5 contains 7138 members 
Mstep: Class 6 contains 14999 members 
Mstep: Class 7 contains 10842 members 
Mstep: Class 8 contains 1289 members 
Mstep: Class 9 contains 125845 members 
Mstep: Class 10 contains 33650 members 
Mstep: Class 11 contains 18405 members 
Mstep: Class 12 contains 43035 members 
Mstep: Class 13 contains 4896 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 15 contains 17484 members 
Mstep: Class 16 contains 20009 members 
Mstep: Class 17 contains 80723 members 
Mstep: Class 18 contains 60443 members 
Mstep: Class 19 contains 2308 members 
Mstep: Class 20 contains 6566 members 
Mstep: Class 21 contains 5756 members 
Mstep: Class 22 contains 2509 members 
Mstep: Class 23 contains 61144 members 
Mstep: Class 24 contains 6660 members 
Mstep: Class 25 contains 10996 members 
Mstep: Class 26 contains 5762 members 
Mstep: Class 27 contains 1812 members 
Mstep: Class 28 contains 7214 members 
Mstep: Class 29 contains 2158 members 
Mstep: Class 30 contains 70284 members 
Mstep: Class 31 contains 1336 members 
Mstep: Class 32 contains 13533 members 
Mstep: Class 33 contains 5346 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 1137 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1618 members 
Mstep: Class 38 contains 10273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84434352.000000 Penalty: 85047.945312
Iteration 103Q: 39 clusters Score -8.443435e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 51489 members 
Mstep: Class 3 contains 41891 members 
Mstep: Class 4 contains 186289 members 
Mstep: Class 5 contains 7141 members 
Mstep: Class 6 contains 14994 members 
Mstep: Class 7 contains 10831 members 
Mstep: Class 8 contains 1289 members 
Mstep: Class 9 contains 125784 members 
Mstep: Class 10 contains 33922 members 
Mstep: Class 11 contains 18404 members 
Mstep: Class 12 contains 42983 members 
Mstep: Class 13 contains 4899 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 17507 members 
Mstep: Class 16 contains 19987 members 
Mstep: Class 17 contains 80775 members 
Mstep: Class 18 contains 60458 members 
Mstep: Class 19 contains 2308 members 
Mstep: Class 20 contains 6566 members 
Mstep: Class 21 contains 5763 members 
Mstep: Class 22 contains 2510 members 
Mstep: Class 23 contains 61140 members 
Mstep: Class 24 contains 6653 members 
Mstep: Class 25 contains 11005 members 
Mstep: Class 26 contains 5761 members 
Mstep: Class 27 contains 1812 members 
Mstep: Class 28 contains 7208 members 
Mstep: Class 29 contains 2158 members 
Mstep: Class 30 contains 70268 members 
Mstep: Class 31 contains 1335 members 
Mstep: Class 32 contains 13587 members 
Mstep: Class 33 contains 5348 members 
Mstep: Class 34 contains 1865 members 
Mstep: Class 35 contains 1137 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1640 members 
Mstep: Class 38 contains 10273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84434456.000000 Penalty: 85047.945312
Iteration 104Q: 39 clusters Score -8.443446e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 51489 members 
Mstep: Class 3 contains 41884 members 
Mstep: Class 4 contains 186043 members 
Mstep: Class 5 contains 7148 members 
Mstep: Class 6 contains 14994 members 
Mstep: Class 7 contains 10810 members 
Mstep: Class 8 contains 1289 members 
Mstep: Class 9 contains 125729 members 
Mstep: Class 10 contains 34200 members 
Mstep: Class 11 contains 18404 members 
Mstep: Class 12 contains 42945 members 
Mstep: Class 13 contains 4897 members 
Mstep: Class 14 contains 1522 members 
Mstep: Class 15 contains 17519 members 
Mstep: Class 16 contains 19978 members 
Mstep: Class 17 contains 80801 members 
Mstep: Class 18 contains 60468 members 
Mstep: Class 19 contains 2308 members 
Mstep: Class 20 contains 6555 members 
Mstep: Class 21 contains 5770 members 
Mstep: Class 22 contains 2510 members 
Mstep: Class 23 contains 61139 members 
Mstep: Class 24 contains 6649 members 
Mstep: Class 25 contains 11011 members 
Mstep: Class 26 contains 5762 members 
Mstep: Class 27 contains 1813 members 
Mstep: Class 28 contains 7208 members 
Mstep: Class 29 contains 2158 members 
Mstep: Class 30 contains 70239 members 
Mstep: Class 31 contains 1335 members 
Mstep: Class 32 contains 13635 members 
Mstep: Class 33 contains 5351 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 1139 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1657 members 
Mstep: Class 38 contains 10275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84434576.000000 Penalty: 85047.945312
Iteration 105Q: 39 clusters Score -8.443458e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 51489 members 
Mstep: Class 3 contains 41873 members 
Mstep: Class 4 contains 185794 members 
Mstep: Class 5 contains 7153 members 
Mstep: Class 6 contains 14994 members 
Mstep: Class 7 contains 10801 members 
Mstep: Class 8 contains 1288 members 
Mstep: Class 9 contains 125678 members 
Mstep: Class 10 contains 34470 members 
Mstep: Class 11 contains 18404 members 
Mstep: Class 12 contains 42916 members 
Mstep: Class 13 contains 4896 members 
Mstep: Class 14 contains 1524 members 
Mstep: Class 15 contains 17536 members 
Mstep: Class 16 contains 19965 members 
Mstep: Class 17 contains 80862 members 
Mstep: Class 18 contains 60477 members 
Mstep: Class 19 contains 2308 members 
Mstep: Class 20 contains 6538 members 
Mstep: Class 21 contains 5776 members 
Mstep: Class 22 contains 2510 members 
Mstep: Class 23 contains 61141 members 
Mstep: Class 24 contains 6638 members 
Mstep: Class 25 contains 11005 members 
Mstep: Class 26 contains 5763 members 
Mstep: Class 27 contains 1812 members 
Mstep: Class 28 contains 7211 members 
Mstep: Class 29 contains 2158 members 
Mstep: Class 30 contains 70208 members 
Mstep: Class 31 contains 1335 members 
Mstep: Class 32 contains 13683 members 
Mstep: Class 33 contains 5351 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 1139 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1665 members 
Mstep: Class 38 contains 10275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84434640.000000 Penalty: 85047.945312
Iteration 106Q: 39 clusters Score -8.443464e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 51489 members 
Mstep: Class 3 contains 41864 members 
Mstep: Class 4 contains 185530 members 
Mstep: Class 5 contains 7163 members 
Mstep: Class 6 contains 14996 members 
Mstep: Class 7 contains 10793 members 
Mstep: Class 8 contains 1288 members 
Mstep: Class 9 contains 125624 members 
Mstep: Class 10 contains 34736 members 
Mstep: Class 11 contains 18404 members 
Mstep: Class 12 contains 42891 members 
Mstep: Class 13 contains 4894 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 17556 members 
Mstep: Class 16 contains 19975 members 
Mstep: Class 17 contains 80925 members 
Mstep: Class 18 contains 60483 members 
Mstep: Class 19 contains 2308 members 
Mstep: Class 20 contains 6521 members 
Mstep: Class 21 contains 5784 members 
Mstep: Class 22 contains 2509 members 
Mstep: Class 23 contains 61140 members 
Mstep: Class 24 contains 6623 members 
Mstep: Class 25 contains 11000 members 
Mstep: Class 26 contains 5763 members 
Mstep: Class 27 contains 1813 members 
Mstep: Class 28 contains 7213 members 
Mstep: Class 29 contains 2158 members 
Mstep: Class 30 contains 70174 members 
Mstep: Class 31 contains 1335 members 
Mstep: Class 32 contains 13720 members 
Mstep: Class 33 contains 5352 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 1139 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1669 members 
Mstep: Class 38 contains 10276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84434672.000000 Penalty: 85047.945312
Iteration 107Q: 39 clusters Score -8.443467e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 51489 members 
Mstep: Class 3 contains 41860 members 
Mstep: Class 4 contains 185252 members 
Mstep: Class 5 contains 7167 members 
Mstep: Class 6 contains 14994 members 
Mstep: Class 7 contains 10789 members 
Mstep: Class 8 contains 1289 members 
Mstep: Class 9 contains 125569 members 
Mstep: Class 10 contains 34989 members 
Mstep: Class 11 contains 18404 members 
Mstep: Class 12 contains 42879 members 
Mstep: Class 13 contains 4891 members 
Mstep: Class 14 contains 1529 members 
Mstep: Class 15 contains 17571 members 
Mstep: Class 16 contains 19969 members 
Mstep: Class 17 contains 80994 members 
Mstep: Class 18 contains 60491 members 
Mstep: Class 19 contains 2309 members 
Mstep: Class 20 contains 6505 members 
Mstep: Class 21 contains 5795 members 
Mstep: Class 22 contains 2510 members 
Mstep: Class 23 contains 61139 members 
Mstep: Class 24 contains 6610 members 
Mstep: Class 25 contains 11001 members 
Mstep: Class 26 contains 5764 members 
Mstep: Class 27 contains 1811 members 
Mstep: Class 28 contains 7223 members 
Mstep: Class 29 contains 2158 members 
Mstep: Class 30 contains 70157 members 
Mstep: Class 31 contains 1335 members 
Mstep: Class 32 contains 13743 members 
Mstep: Class 33 contains 5354 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 1139 members 
Mstep: Class 36 contains 1099 members 
Mstep: Class 37 contains 1673 members 
Mstep: Class 38 contains 10275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84434752.000000 Penalty: 85047.945312
Iteration 108Q: 39 clusters Score -8.443475e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 51489 members 
Mstep: Class 3 contains 41856 members 
Mstep: Class 4 contains 184968 members 
Mstep: Class 5 contains 7169 members 
Mstep: Class 6 contains 14991 members 
Mstep: Class 7 contains 10779 members 
Mstep: Class 8 contains 1289 members 
Mstep: Class 9 contains 125529 members 
Mstep: Class 10 contains 35227 members 
Mstep: Class 11 contains 18403 members 
Mstep: Class 12 contains 42864 members 
Mstep: Class 13 contains 4887 members 
Mstep: Class 14 contains 1529 members 
Mstep: Class 15 contains 17584 members 
Mstep: Class 16 contains 19976 members 
Mstep: Class 17 contains 81078 members 
Mstep: Class 18 contains 60496 members 
Mstep: Class 19 contains 2309 members 
Mstep: Class 20 contains 6488 members 
Mstep: Class 21 contains 5802 members 
Mstep: Class 22 contains 2512 members 
Mstep: Class 23 contains 61138 members 
Mstep: Class 24 contains 6605 members 
Mstep: Class 25 contains 11003 members 
Mstep: Class 26 contains 5764 members 
Mstep: Class 27 contains 1811 members 
Mstep: Class 28 contains 7222 members 
Mstep: Class 29 contains 2158 members 
Mstep: Class 30 contains 70144 members 
Mstep: Class 31 contains 1335 members 
Mstep: Class 32 contains 13767 members 
Mstep: Class 33 contains 5354 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 1139 members 
Mstep: Class 36 contains 1099 members 
Mstep: Class 37 contains 1684 members 
Mstep: Class 38 contains 10276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84434768.000000 Penalty: 85047.945312
Iteration 109Q: 39 clusters Score -8.443477e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 51489 members 
Mstep: Class 3 contains 41853 members 
Mstep: Class 4 contains 184688 members 
Mstep: Class 5 contains 7171 members 
Mstep: Class 6 contains 14992 members 
Mstep: Class 7 contains 10770 members 
Mstep: Class 8 contains 1289 members 
Mstep: Class 9 contains 125499 members 
Mstep: Class 10 contains 35431 members 
Mstep: Class 11 contains 18401 members 
Mstep: Class 12 contains 42846 members 
Mstep: Class 13 contains 4887 members 
Mstep: Class 14 contains 1532 members 
Mstep: Class 15 contains 17604 members 
Mstep: Class 16 contains 19978 members 
Mstep: Class 17 contains 81178 members 
Mstep: Class 18 contains 60504 members 
Mstep: Class 19 contains 2309 members 
Mstep: Class 20 contains 6468 members 
Mstep: Class 21 contains 5808 members 
Mstep: Class 22 contains 2514 members 
Mstep: Class 23 contains 61138 members 
Mstep: Class 24 contains 6593 members 
Mstep: Class 25 contains 11011 members 
Mstep: Class 26 contains 5763 members 
Mstep: Class 27 contains 1812 members 
Mstep: Class 28 contains 7223 members 
Mstep: Class 29 contains 2158 members 
Mstep: Class 30 contains 70131 members 
Mstep: Class 31 contains 1335 members 
Mstep: Class 32 contains 13790 members 
Mstep: Class 33 contains 5356 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 1141 members 
Mstep: Class 36 contains 1099 members 
Mstep: Class 37 contains 1687 members 
Mstep: Class 38 contains 10277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84435024.000000 Penalty: 85047.945312
Iteration 110Q: 39 clusters Score -8.443502e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 51489 members 
Mstep: Class 3 contains 41851 members 
Mstep: Class 4 contains 184406 members 
Mstep: Class 5 contains 7173 members 
Mstep: Class 6 contains 14991 members 
Mstep: Class 7 contains 10750 members 
Mstep: Class 8 contains 1289 members 
Mstep: Class 9 contains 125474 members 
Mstep: Class 10 contains 35611 members 
Mstep: Class 11 contains 18399 members 
Mstep: Class 12 contains 42830 members 
Mstep: Class 13 contains 4885 members 
Mstep: Class 14 contains 1541 members 
Mstep: Class 15 contains 17620 members 
Mstep: Class 16 contains 19997 members 
Mstep: Class 17 contains 81294 members 
Mstep: Class 18 contains 60508 members 
Mstep: Class 19 contains 2309 members 
Mstep: Class 20 contains 6442 members 
Mstep: Class 21 contains 5818 members 
Mstep: Class 22 contains 2517 members 
Mstep: Class 23 contains 61140 members 
Mstep: Class 24 contains 6588 members 
Mstep: Class 25 contains 11016 members 
Mstep: Class 26 contains 5762 members 
Mstep: Class 27 contains 1812 members 
Mstep: Class 28 contains 7227 members 
Mstep: Class 29 contains 2158 members 
Mstep: Class 30 contains 70122 members 
Mstep: Class 31 contains 1335 members 
Mstep: Class 32 contains 13805 members 
Mstep: Class 33 contains 5357 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 1141 members 
Mstep: Class 36 contains 1099 members 
Mstep: Class 37 contains 1693 members 
Mstep: Class 38 contains 10277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84435168.000000 Penalty: 85047.945312
Iteration 111Q: 39 clusters Score -8.443517e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 51487 members 
Mstep: Class 3 contains 41846 members 
Mstep: Class 4 contains 184116 members 
Mstep: Class 5 contains 7180 members 
Mstep: Class 6 contains 14990 members 
Mstep: Class 7 contains 10728 members 
Mstep: Class 8 contains 1289 members 
Mstep: Class 9 contains 125450 members 
Mstep: Class 10 contains 35772 members 
Mstep: Class 11 contains 18399 members 
Mstep: Class 12 contains 42807 members 
Mstep: Class 13 contains 4882 members 
Mstep: Class 14 contains 1545 members 
Mstep: Class 15 contains 17635 members 
Mstep: Class 16 contains 20017 members 
Mstep: Class 17 contains 81461 members 
Mstep: Class 18 contains 60518 members 
Mstep: Class 19 contains 2309 members 
Mstep: Class 20 contains 6422 members 
Mstep: Class 21 contains 5823 members 
Mstep: Class 22 contains 2519 members 
Mstep: Class 23 contains 61141 members 
Mstep: Class 24 contains 6591 members 
Mstep: Class 25 contains 11006 members 
Mstep: Class 26 contains 5762 members 
Mstep: Class 27 contains 1812 members 
Mstep: Class 28 contains 7232 members 
Mstep: Class 29 contains 2158 members 
Mstep: Class 30 contains 70101 members 
Mstep: Class 31 contains 1335 members 
Mstep: Class 32 contains 13822 members 
Mstep: Class 33 contains 5357 members 
Mstep: Class 34 contains 1871 members 
Mstep: Class 35 contains 1141 members 
Mstep: Class 36 contains 1099 members 
Mstep: Class 37 contains 1694 members 
Mstep: Class 38 contains 10279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84435184.000000 Penalty: 85047.945312
Iteration 112Q: 39 clusters Score -8.443518e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 51487 members 
Mstep: Class 3 contains 41844 members 
Mstep: Class 4 contains 183843 members 
Mstep: Class 5 contains 7188 members 
Mstep: Class 6 contains 14991 members 
Mstep: Class 7 contains 10709 members 
Mstep: Class 8 contains 1289 members 
Mstep: Class 9 contains 125424 members 
Mstep: Class 10 contains 35884 members 
Mstep: Class 11 contains 18399 members 
Mstep: Class 12 contains 42790 members 
Mstep: Class 13 contains 4877 members 
Mstep: Class 14 contains 1550 members 
Mstep: Class 15 contains 17642 members 
Mstep: Class 16 contains 20026 members 
Mstep: Class 17 contains 81639 members 
Mstep: Class 18 contains 60535 members 
Mstep: Class 19 contains 2311 members 
Mstep: Class 20 contains 6411 members 
Mstep: Class 21 contains 5832 members 
Mstep: Class 22 contains 2519 members 
Mstep: Class 23 contains 61142 members 
Mstep: Class 24 contains 6589 members 
Mstep: Class 25 contains 11003 members 
Mstep: Class 26 contains 5762 members 
Mstep: Class 27 contains 1812 members 
Mstep: Class 28 contains 7236 members 
Mstep: Class 29 contains 2158 members 
Mstep: Class 30 contains 70084 members 
Mstep: Class 31 contains 1335 members 
Mstep: Class 32 contains 13843 members 
Mstep: Class 33 contains 5358 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 1141 members 
Mstep: Class 36 contains 1099 members 
Mstep: Class 37 contains 1693 members 
Mstep: Class 38 contains 10279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84435464.000000 Penalty: 85047.945312
Iteration 113Q: 39 clusters Score -8.443546e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 51486 members 
Mstep: Class 3 contains 41841 members 
Mstep: Class 4 contains 183554 members 
Mstep: Class 5 contains 7188 members 
Mstep: Class 6 contains 14991 members 
Mstep: Class 7 contains 10698 members 
Mstep: Class 8 contains 1289 members 
Mstep: Class 9 contains 125399 members 
Mstep: Class 10 contains 35961 members 
Mstep: Class 11 contains 18400 members 
Mstep: Class 12 contains 42774 members 
Mstep: Class 13 contains 4879 members 
Mstep: Class 14 contains 1558 members 
Mstep: Class 15 contains 17645 members 
Mstep: Class 16 contains 20043 members 
Mstep: Class 17 contains 81841 members 
Mstep: Class 18 contains 60547 members 
Mstep: Class 19 contains 2311 members 
Mstep: Class 20 contains 6405 members 
Mstep: Class 21 contains 5839 members 
Mstep: Class 22 contains 2519 members 
Mstep: Class 23 contains 61139 members 
Mstep: Class 24 contains 6588 members 
Mstep: Class 25 contains 11011 members 
Mstep: Class 26 contains 5761 members 
Mstep: Class 27 contains 1809 members 
Mstep: Class 28 contains 7241 members 
Mstep: Class 29 contains 2158 members 
Mstep: Class 30 contains 70077 members 
Mstep: Class 31 contains 1335 members 
Mstep: Class 32 contains 13862 members 
Mstep: Class 33 contains 5359 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 1141 members 
Mstep: Class 36 contains 1099 members 
Mstep: Class 37 contains 1692 members 
Mstep: Class 38 contains 10280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84435560.000000 Penalty: 85047.945312
Iteration 114Q: 39 clusters Score -8.443556e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 51485 members 
Mstep: Class 3 contains 41842 members 
Mstep: Class 4 contains 183261 members 
Mstep: Class 5 contains 7194 members 
Mstep: Class 6 contains 14987 members 
Mstep: Class 7 contains 10688 members 
Mstep: Class 8 contains 1289 members 
Mstep: Class 9 contains 125369 members 
Mstep: Class 10 contains 36028 members 
Mstep: Class 11 contains 18401 members 
Mstep: Class 12 contains 42761 members 
Mstep: Class 13 contains 4872 members 
Mstep: Class 14 contains 1563 members 
Mstep: Class 15 contains 17650 members 
Mstep: Class 16 contains 20061 members 
Mstep: Class 17 contains 82067 members 
Mstep: Class 18 contains 60556 members 
Mstep: Class 19 contains 2311 members 
Mstep: Class 20 contains 6399 members 
Mstep: Class 21 contains 5848 members 
Mstep: Class 22 contains 2519 members 
Mstep: Class 23 contains 61138 members 
Mstep: Class 24 contains 6591 members 
Mstep: Class 25 contains 11024 members 
Mstep: Class 26 contains 5760 members 
Mstep: Class 27 contains 1808 members 
Mstep: Class 28 contains 7237 members 
Mstep: Class 29 contains 2158 members 
Mstep: Class 30 contains 70062 members 
Mstep: Class 31 contains 1335 members 
Mstep: Class 32 contains 13879 members 
Mstep: Class 33 contains 5359 members 
Mstep: Class 34 contains 1875 members 
Mstep: Class 35 contains 1141 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1690 members 
Mstep: Class 38 contains 10281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84435904.000000 Penalty: 85047.945312
Iteration 115Q: 39 clusters Score -8.44359e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 51485 members 
Mstep: Class 3 contains 41837 members 
Mstep: Class 4 contains 182996 members 
Mstep: Class 5 contains 7195 members 
Mstep: Class 6 contains 14986 members 
Mstep: Class 7 contains 10681 members 
Mstep: Class 8 contains 1289 members 
Mstep: Class 9 contains 125335 members 
Mstep: Class 10 contains 36103 members 
Mstep: Class 11 contains 18401 members 
Mstep: Class 12 contains 42753 members 
Mstep: Class 13 contains 4872 members 
Mstep: Class 14 contains 1565 members 
Mstep: Class 15 contains 17660 members 
Mstep: Class 16 contains 20073 members 
Mstep: Class 17 contains 82273 members 
Mstep: Class 18 contains 60560 members 
Mstep: Class 19 contains 2311 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 5858 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 61136 members 
Mstep: Class 24 contains 6591 members 
Mstep: Class 25 contains 11033 members 
Mstep: Class 26 contains 5756 members 
Mstep: Class 27 contains 1808 members 
Mstep: Class 28 contains 7239 members 
Mstep: Class 29 contains 2158 members 
Mstep: Class 30 contains 70045 members 
Mstep: Class 31 contains 1335 members 
Mstep: Class 32 contains 13890 members 
Mstep: Class 33 contains 5360 members 
Mstep: Class 34 contains 1876 members 
Mstep: Class 35 contains 1141 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1689 members 
Mstep: Class 38 contains 10283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84435968.000000 Penalty: 85047.945312
Iteration 116Q: 39 clusters Score -8.443597e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 51485 members 
Mstep: Class 3 contains 41833 members 
Mstep: Class 4 contains 182747 members 
Mstep: Class 5 contains 7200 members 
Mstep: Class 6 contains 14985 members 
Mstep: Class 7 contains 10678 members 
Mstep: Class 8 contains 1290 members 
Mstep: Class 9 contains 125287 members 
Mstep: Class 10 contains 36166 members 
Mstep: Class 11 contains 18401 members 
Mstep: Class 12 contains 42743 members 
Mstep: Class 13 contains 4874 members 
Mstep: Class 14 contains 1559 members 
Mstep: Class 15 contains 17665 members 
Mstep: Class 16 contains 20085 members 
Mstep: Class 17 contains 82473 members 
Mstep: Class 18 contains 60569 members 
Mstep: Class 19 contains 2311 members 
Mstep: Class 20 contains 6380 members 
Mstep: Class 21 contains 5875 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 61137 members 
Mstep: Class 24 contains 6591 members 
Mstep: Class 25 contains 11060 members 
Mstep: Class 26 contains 5753 members 
Mstep: Class 27 contains 1806 members 
Mstep: Class 28 contains 7243 members 
Mstep: Class 29 contains 2158 members 
Mstep: Class 30 contains 70019 members 
Mstep: Class 31 contains 1335 members 
Mstep: Class 32 contains 13902 members 
Mstep: Class 33 contains 5360 members 
Mstep: Class 34 contains 1875 members 
Mstep: Class 35 contains 1141 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1688 members 
Mstep: Class 38 contains 10284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84435920.000000 Penalty: 85047.945312
Iteration 117Q: 39 clusters Score -8.443592e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 51485 members 
Mstep: Class 3 contains 41836 members 
Mstep: Class 4 contains 182508 members 
Mstep: Class 5 contains 7207 members 
Mstep: Class 6 contains 14985 members 
Mstep: Class 7 contains 10673 members 
Mstep: Class 8 contains 1290 members 
Mstep: Class 9 contains 125243 members 
Mstep: Class 10 contains 36175 members 
Mstep: Class 11 contains 18401 members 
Mstep: Class 12 contains 42734 members 
Mstep: Class 13 contains 4880 members 
Mstep: Class 14 contains 1562 members 
Mstep: Class 15 contains 17676 members 
Mstep: Class 16 contains 20099 members 
Mstep: Class 17 contains 82679 members 
Mstep: Class 18 contains 60574 members 
Mstep: Class 19 contains 2311 members 
Mstep: Class 20 contains 6367 members 
Mstep: Class 21 contains 5894 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 61134 members 
Mstep: Class 24 contains 6591 members 
Mstep: Class 25 contains 11084 members 
Mstep: Class 26 contains 5753 members 
Mstep: Class 27 contains 1806 members 
Mstep: Class 28 contains 7249 members 
Mstep: Class 29 contains 2158 members 
Mstep: Class 30 contains 70006 members 
Mstep: Class 31 contains 1335 members 
Mstep: Class 32 contains 13918 members 
Mstep: Class 33 contains 5360 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 1141 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1687 members 
Mstep: Class 38 contains 10284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84436048.000000 Penalty: 85047.945312
Iteration 118Q: 39 clusters Score -8.443605e+07 nChanged 1019
Entering ConstructFrom: 
Score: -84436048.000000 Penalty: 85047.945312
Entering ConstructFrom: 
Trying to split cluster 1 (18759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Entering Unmasked Estep 
Score: -1728051.750000 Penalty: 1598.907227
	Iteration 0F: 2 clusters Score -1728052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1715190.375000 Penalty: 3197.814453
	Iteration 0F: 3 clusters Score -1715190 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1720041.250000 Penalty: 3197.814453
	Iteration 1F: 3 clusters Score -1720041 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1720584.875000 Penalty: 3197.814453
	Iteration 2F: 3 clusters Score -1720585 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1721221.625000 Penalty: 3197.814453
	Iteration 3F: 3 clusters Score -1721222 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1721949.625000 Penalty: 3197.814453
	Iteration 4F: 3 clusters Score -1721950 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1722777.625000 Penalty: 3197.814453
	Iteration 5F: 3 clusters Score -1722778 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -1723693.625000 Penalty: 3197.814453
	Iteration 6F: 3 clusters Score -1723694 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -1724601.000000 Penalty: 3197.814453
	Iteration 7F: 3 clusters Score -1724601 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -1725346.625000 Penalty: 3197.814453
	Iteration 8Q: 3 clusters Score -1725347 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -1725879.000000 Penalty: 3197.814453
	Iteration 9Q: 3 clusters Score -1725879 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -1726206.125000 Penalty: 3197.814453
	Iteration 10Q: 3 clusters Score -1726206 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -1726402.500000 Penalty: 3197.814453
	Iteration 11Q: 3 clusters Score -1726402 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -1726507.125000 Penalty: 3197.814453
	Iteration 12Q: 3 clusters Score -1726507 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -1726561.375000 Penalty: 3197.814453
	Iteration 13Q: 3 clusters Score -1726561 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -1726599.250000 Penalty: 3197.814453
	Iteration 14Q: 3 clusters Score -1726599 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -1726624.625000 Penalty: 3197.814453
	Iteration 15Q: 3 clusters Score -1726625 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -1726641.500000 Penalty: 3197.814453
	Iteration 16Q: 3 clusters Score -1726642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -1726656.750000 Penalty: 3197.814453
	Iteration 17Q: 3 clusters Score -1726657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -1726670.375000 Penalty: 3197.814453
	Iteration 18Q: 3 clusters Score -1726670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -1726677.375000 Penalty: 3197.814453
	Iteration 19Q: 3 clusters Score -1726677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -1726681.125000 Penalty: 3197.814453
	Iteration 20F: 3 clusters Score -1726681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -1726683.750000 Penalty: 3197.814453
	Iteration 21Q: 3 clusters Score -1726684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -1726684.125000 Penalty: 3197.814453
	Iteration 22Q: 3 clusters Score -1726684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -1726685.500000 Penalty: 3197.814453
	Iteration 23Q: 3 clusters Score -1726686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -1726690.125000 Penalty: 3197.814453
	Iteration 24Q: 3 clusters Score -1726690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -1726691.500000 Penalty: 3197.814453
	Iteration 25Q: 3 clusters Score -1726692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -1726692.125000 Penalty: 3197.814453
	Iteration 26Q: 3 clusters Score -1726692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -1726691.000000 Penalty: 3197.814453
	Iteration 27Q: 3 clusters Score -1726691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -1726694.250000 Penalty: 3197.814453
	Iteration 28Q: 3 clusters Score -1726694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -1726696.500000 Penalty: 3197.814453
	Iteration 29Q: 3 clusters Score -1726696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -1726696.875000 Penalty: 3197.814453
	Iteration 30Q: 3 clusters Score -1726697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -1726698.500000 Penalty: 3197.814453
	Iteration 31Q: 3 clusters Score -1726698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -1726701.875000 Penalty: 3197.814453
	Iteration 32Q: 3 clusters Score -1726702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -1726703.000000 Penalty: 3197.814453
	Iteration 33Q: 3 clusters Score -1726703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -1726706.125000 Penalty: 3197.814453
	Iteration 34Q: 3 clusters Score -1726706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -1726706.250000 Penalty: 3197.814453
	Iteration 35Q: 3 clusters Score -1726706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -1726708.125000 Penalty: 3197.814453
	Iteration 36Q: 3 clusters Score -1726708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -1726708.125000 Penalty: 3197.814453
	Iteration 37F: 3 clusters Score -1726708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (51485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51485 members 
Entering Unmasked Estep 
Score: -4614540.500000 Penalty: 1762.969971
	Iteration 0F: 2 clusters Score -4614540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -4580006.000000 Penalty: 3525.939941
	Iteration 0F: 3 clusters Score -4580006 nChanged 24264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -4594501.500000 Penalty: 3525.939941
	Iteration 1F: 3 clusters Score -4594502 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -4596041.000000 Penalty: 3525.939941
	Iteration 2F: 3 clusters Score -4596041 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -4598429.500000 Penalty: 3525.939941
	Iteration 3F: 3 clusters Score -4598430 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -4601747.000000 Penalty: 3525.939941
	Iteration 4F: 3 clusters Score -4601747 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 44051 members 
Entering Unmasked Estep 
Score: -4605763.000000 Penalty: 3525.939941
	Iteration 5F: 3 clusters Score -4605763 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -4609502.500000 Penalty: 3525.939941
	Iteration 6F: 3 clusters Score -4609502 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 49842 members 
Entering Unmasked Estep 
Score: -4611808.000000 Penalty: 3525.939941
	Iteration 7Q: 3 clusters Score -4611808 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 50726 members 
Entering Unmasked Estep 
Score: -4612748.500000 Penalty: 3525.939941
	Iteration 8Q: 3 clusters Score -4612748 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 50978 members 
Entering Unmasked Estep 
Score: -4613024.000000 Penalty: 3525.939941
	Iteration 9Q: 3 clusters Score -4613024 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 51063 members 
Entering Unmasked Estep 
Score: -4613167.500000 Penalty: 3525.939941
	Iteration 10Q: 3 clusters Score -4613168 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 51094 members 
Entering Unmasked Estep 
Score: -4613252.000000 Penalty: 3525.939941
	Iteration 11Q: 3 clusters Score -4613252 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 51110 members 
Entering Unmasked Estep 
Score: -4613291.500000 Penalty: 3525.939941
	Iteration 12Q: 3 clusters Score -4613292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 51116 members 
Entering Unmasked Estep 
Score: -4613323.500000 Penalty: 3525.939941
	Iteration 13Q: 3 clusters Score -4613324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 51119 members 
Entering Unmasked Estep 
Score: -4613333.500000 Penalty: 3525.939941
	Iteration 14Q: 3 clusters Score -4613334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 51117 members 
Entering Unmasked Estep 
Score: -4613337.500000 Penalty: 3525.939941
	Iteration 15Q: 3 clusters Score -4613338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 51118 members 
Entering Unmasked Estep 
Score: -4613341.000000 Penalty: 3525.939941
	Iteration 16Q: 3 clusters Score -4613341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 51114 members 
Entering Unmasked Estep 
Score: -4613349.500000 Penalty: 3525.939941
	Iteration 17Q: 3 clusters Score -4613350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 51115 members 
Entering Unmasked Estep 
Score: -4613350.000000 Penalty: 3525.939941
	Iteration 18Q: 3 clusters Score -4613350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 51112 members 
Entering Unmasked Estep 
Score: -4613351.000000 Penalty: 3525.939941
	Iteration 19Q: 3 clusters Score -4613351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -4613357.500000 Penalty: 3525.939941
	Iteration 20F: 3 clusters Score -4613358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 51105 members 
Entering Unmasked Estep 
Score: -4613362.000000 Penalty: 3525.939941
	Iteration 21Q: 3 clusters Score -4613362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -4613367.500000 Penalty: 3525.939941
	Iteration 22Q: 3 clusters Score -4613368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -4613372.500000 Penalty: 3525.939941
	Iteration 23Q: 3 clusters Score -4613372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 51104 members 
Entering Unmasked Estep 
Score: -4613378.000000 Penalty: 3525.939941
	Iteration 24Q: 3 clusters Score -4613378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -4613380.500000 Penalty: 3525.939941
	Iteration 25Q: 3 clusters Score -4613380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 51109 members 
Entering Unmasked Estep 
Score: -4613388.000000 Penalty: 3525.939941
	Iteration 26Q: 3 clusters Score -4613388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -4613387.500000 Penalty: 3525.939941
	Iteration 27Q: 3 clusters Score -4613388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 51109 members 
Entering Unmasked Estep 
Score: -4613389.000000 Penalty: 3525.939941
	Iteration 28Q: 3 clusters Score -4613389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -4613392.000000 Penalty: 3525.939941
	Iteration 29Q: 3 clusters Score -4613392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 51109 members 
Entering Unmasked Estep 
Score: -4613393.000000 Penalty: 3525.939941
	Iteration 30Q: 3 clusters Score -4613393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 51109 members 
Entering Unmasked Estep 
Score: -4613395.000000 Penalty: 3525.939941
	Iteration 31Q: 3 clusters Score -4613395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -4613394.500000 Penalty: 3525.939941
	Iteration 32Q: 3 clusters Score -4613394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 51109 members 
Entering Unmasked Estep 
Score: -4613397.500000 Penalty: 3525.939941
	Iteration 33Q: 3 clusters Score -4613398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 51109 members 
Entering Unmasked Estep 
Score: -4613402.000000 Penalty: 3525.939941
	Iteration 34Q: 3 clusters Score -4613402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 51109 members 
Entering Unmasked Estep 
Score: -4613402.000000 Penalty: 3525.939941
	Iteration 35F: 3 clusters Score -4613402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Entering Unmasked Estep 
Score: -3800143.750000 Penalty: 1729.272949
	Iteration 0F: 2 clusters Score -3800144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -3772148.500000 Penalty: 3458.545898
	Iteration 0F: 3 clusters Score -3772148 nChanged 19434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -3783068.250000 Penalty: 3458.545898
	Iteration 1F: 3 clusters Score -3783068 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -3783671.500000 Penalty: 3458.545898
	Iteration 2Q: 3 clusters Score -3783672 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -3784311.500000 Penalty: 3458.545898
	Iteration 3Q: 3 clusters Score -3784312 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -3785155.000000 Penalty: 3458.545898
	Iteration 4Q: 3 clusters Score -3785155 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -3786368.500000 Penalty: 3458.545898
	Iteration 5F: 3 clusters Score -3786368 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -3787957.000000 Penalty: 3458.545898
	Iteration 6F: 3 clusters Score -3787957 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -3789723.250000 Penalty: 3458.545898
	Iteration 7F: 3 clusters Score -3789723 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -3791134.500000 Penalty: 3458.545898
	Iteration 8F: 3 clusters Score -3791134 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -3792136.750000 Penalty: 3458.545898
	Iteration 9Q: 3 clusters Score -3792137 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -3792820.750000 Penalty: 3458.545898
	Iteration 10Q: 3 clusters Score -3792821 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -3793285.000000 Penalty: 3458.545898
	Iteration 11Q: 3 clusters Score -3793285 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -3793640.500000 Penalty: 3458.545898
	Iteration 12Q: 3 clusters Score -3793640 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -3793940.250000 Penalty: 3458.545898
	Iteration 13Q: 3 clusters Score -3793940 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -3794268.500000 Penalty: 3458.545898
	Iteration 14Q: 3 clusters Score -3794268 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -3794621.500000 Penalty: 3458.545898
	Iteration 15Q: 3 clusters Score -3794622 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -3795001.500000 Penalty: 3458.545898
	Iteration 16Q: 3 clusters Score -3795002 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -3795331.500000 Penalty: 3458.545898
	Iteration 17Q: 3 clusters Score -3795332 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -3795671.750000 Penalty: 3458.545898
	Iteration 18Q: 3 clusters Score -3795672 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -3795986.750000 Penalty: 3458.545898
	Iteration 19Q: 3 clusters Score -3795987 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -3796288.250000 Penalty: 3458.545898
	Iteration 20F: 3 clusters Score -3796288 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -3796547.250000 Penalty: 3458.545898
	Iteration 21Q: 3 clusters Score -3796547 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -3796819.250000 Penalty: 3458.545898
	Iteration 22Q: 3 clusters Score -3796819 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -3797086.500000 Penalty: 3458.545898
	Iteration 23Q: 3 clusters Score -3797086 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 37272 members 
Entering Unmasked Estep 
Score: -3797352.250000 Penalty: 3458.545898
	Iteration 24Q: 3 clusters Score -3797352 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -3797576.000000 Penalty: 3458.545898
	Iteration 25Q: 3 clusters Score -3797576 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -3797779.500000 Penalty: 3458.545898
	Iteration 26Q: 3 clusters Score -3797780 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -3797981.500000 Penalty: 3458.545898
	Iteration 27Q: 3 clusters Score -3797982 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -3798142.500000 Penalty: 3458.545898
	Iteration 28Q: 3 clusters Score -3798142 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
Score: -3798300.500000 Penalty: 3458.545898
	Iteration 29Q: 3 clusters Score -3798300 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -3798414.500000 Penalty: 3458.545898
	Iteration 30Q: 3 clusters Score -3798414 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -3798548.500000 Penalty: 3458.545898
	Iteration 31Q: 3 clusters Score -3798548 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -3798646.250000 Penalty: 3458.545898
	Iteration 32Q: 3 clusters Score -3798646 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -3798734.000000 Penalty: 3458.545898
	Iteration 33Q: 3 clusters Score -3798734 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -3798809.750000 Penalty: 3458.545898
	Iteration 34Q: 3 clusters Score -3798810 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -3798877.000000 Penalty: 3458.545898
	Iteration 35Q: 3 clusters Score -3798877 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -3798955.000000 Penalty: 3458.545898
	Iteration 36Q: 3 clusters Score -3798955 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -3799002.000000 Penalty: 3458.545898
	Iteration 37Q: 3 clusters Score -3799002 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -3799030.000000 Penalty: 3458.545898
	Iteration 38Q: 3 clusters Score -3799030 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 40321 members 
Entering Unmasked Estep 
Score: -3799054.250000 Penalty: 3458.545898
	Iteration 39Q: 3 clusters Score -3799054 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 40371 members 
Entering Unmasked Estep 
Score: -3799082.500000 Penalty: 3458.545898
	Iteration 40F: 3 clusters Score -3799082 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -3799109.000000 Penalty: 3458.545898
	Iteration 41Q: 3 clusters Score -3799109 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -3799131.750000 Penalty: 3458.545898
	Iteration 42Q: 3 clusters Score -3799132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -3799139.250000 Penalty: 3458.545898
	Iteration 43Q: 3 clusters Score -3799139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -3799141.000000 Penalty: 3458.545898
	Iteration 44Q: 3 clusters Score -3799141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -3799140.500000 Penalty: 3458.545898
	Iteration 45Q: 3 clusters Score -3799140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -3799144.250000 Penalty: 3458.545898
	Iteration 46Q: 3 clusters Score -3799144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -3799145.000000 Penalty: 3458.545898
	Iteration 47Q: 3 clusters Score -3799145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -3799148.250000 Penalty: 3458.545898
	Iteration 48Q: 3 clusters Score -3799148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -3799147.500000 Penalty: 3458.545898
	Iteration 49Q: 3 clusters Score -3799148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -3799145.750000 Penalty: 3458.545898
	Iteration 50Q: 3 clusters Score -3799146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -3799145.750000 Penalty: 3458.545898
	Iteration 51F: 3 clusters Score -3799146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (182228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182228 members 
Entering Unmasked Estep 
Score: -16623031.000000 Penalty: 1968.364868
	Iteration 0F: 2 clusters Score -1.662303e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91345 members 
Mstep: Class 2 contains 90883 members 
Entering Unmasked Estep 
Score: -16501826.000000 Penalty: 3936.729736
	Iteration 0F: 3 clusters Score -1.650183e+07 nChanged 88091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97568 members 
Mstep: Class 2 contains 84660 members 
Entering Unmasked Estep 
Score: -16554374.000000 Penalty: 3936.729736
	Iteration 1F: 3 clusters Score -1.655437e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101706 members 
Mstep: Class 2 contains 80522 members 
Entering Unmasked Estep 
Score: -16556812.000000 Penalty: 3936.729736
	Iteration 2Q: 3 clusters Score -1.655681e+07 nChanged 9145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108053 members 
Mstep: Class 2 contains 74175 members 
Entering Unmasked Estep 
Score: -16561081.000000 Penalty: 3936.729736
	Iteration 3F: 3 clusters Score -1.656108e+07 nChanged 11650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116803 members 
Mstep: Class 2 contains 65425 members 
Entering Unmasked Estep 
Score: -16567930.000000 Penalty: 3936.729736
	Iteration 4F: 3 clusters Score -1.656793e+07 nChanged 13433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127554 members 
Mstep: Class 2 contains 54674 members 
Entering Unmasked Estep 
Score: -16576632.000000 Penalty: 3936.729736
	Iteration 5F: 3 clusters Score -1.657663e+07 nChanged 13741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139391 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
Score: -16586872.000000 Penalty: 3936.729736
	Iteration 6F: 3 clusters Score -1.658687e+07 nChanged 12558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151047 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -16596394.000000 Penalty: 3936.729736
	Iteration 7F: 3 clusters Score -1.659639e+07 nChanged 10551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161386 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -16605037.000000 Penalty: 3936.729736
	Iteration 8F: 3 clusters Score -1.660504e+07 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169565 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -16612084.000000 Penalty: 3936.729736
	Iteration 9Q: 3 clusters Score -1.661208e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174957 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -16616771.000000 Penalty: 3936.729736
	Iteration 10Q: 3 clusters Score -1.661677e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177864 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -16619317.000000 Penalty: 3936.729736
	Iteration 11Q: 3 clusters Score -1.661932e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179250 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -16620454.000000 Penalty: 3936.729736
	Iteration 12Q: 3 clusters Score -1.662045e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179897 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -16620982.000000 Penalty: 3936.729736
	Iteration 13Q: 3 clusters Score -1.662098e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180251 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -16621240.000000 Penalty: 3936.729736
	Iteration 14Q: 3 clusters Score -1.662124e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180476 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -16621371.000000 Penalty: 3936.729736
	Iteration 15Q: 3 clusters Score -1.662137e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180612 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -16621466.000000 Penalty: 3936.729736
	Iteration 16Q: 3 clusters Score -1.662147e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180712 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -16621527.000000 Penalty: 3936.729736
	Iteration 17Q: 3 clusters Score -1.662153e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180792 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -16621544.000000 Penalty: 3936.729736
	Iteration 18Q: 3 clusters Score -1.662154e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180829 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -16621547.000000 Penalty: 3936.729736
	Iteration 19Q: 3 clusters Score -1.662155e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180862 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -16621571.000000 Penalty: 3936.729736
	Iteration 20F: 3 clusters Score -1.662157e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180889 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -16621581.000000 Penalty: 3936.729736
	Iteration 21Q: 3 clusters Score -1.662158e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180912 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -16621599.000000 Penalty: 3936.729736
	Iteration 22Q: 3 clusters Score -1.66216e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180936 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -16621578.000000 Penalty: 3936.729736
	Iteration 23Q: 3 clusters Score -1.662158e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180957 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -16621590.000000 Penalty: 3936.729736
	Iteration 24Q: 3 clusters Score -1.662159e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180977 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -16621609.000000 Penalty: 3936.729736
	Iteration 25Q: 3 clusters Score -1.662161e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180985 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -16621614.000000 Penalty: 3936.729736
	Iteration 26Q: 3 clusters Score -1.662161e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180995 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -16621601.000000 Penalty: 3936.729736
	Iteration 27Q: 3 clusters Score -1.66216e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181004 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -16621620.000000 Penalty: 3936.729736
	Iteration 28Q: 3 clusters Score -1.662162e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181012 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -16621600.000000 Penalty: 3936.729736
	Iteration 29Q: 3 clusters Score -1.66216e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181022 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -16621612.000000 Penalty: 3936.729736
	Iteration 30Q: 3 clusters Score -1.662161e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181031 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -16621614.000000 Penalty: 3936.729736
	Iteration 31Q: 3 clusters Score -1.662161e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181043 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -16621612.000000 Penalty: 3936.729736
	Iteration 32Q: 3 clusters Score -1.662161e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181053 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -16621616.000000 Penalty: 3936.729736
	Iteration 33Q: 3 clusters Score -1.662162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181059 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -16621605.000000 Penalty: 3936.729736
	Iteration 34Q: 3 clusters Score -1.66216e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181064 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -16621614.000000 Penalty: 3936.729736
	Iteration 35Q: 3 clusters Score -1.662161e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181070 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -16621605.000000 Penalty: 3936.729736
	Iteration 36Q: 3 clusters Score -1.66216e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181076 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -16621614.000000 Penalty: 3936.729736
	Iteration 37Q: 3 clusters Score -1.662161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181081 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -16621615.000000 Penalty: 3936.729736
	Iteration 38Q: 3 clusters Score -1.662162e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181082 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -16621610.000000 Penalty: 3936.729736
	Iteration 39Q: 3 clusters Score -1.662161e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181087 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -16621620.000000 Penalty: 3936.729736
	Iteration 40F: 3 clusters Score -1.662162e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181086 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -16621627.000000 Penalty: 3936.729736
	Iteration 41Q: 3 clusters Score -1.662163e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181087 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -16621635.000000 Penalty: 3936.729736
	Iteration 42Q: 3 clusters Score -1.662164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181089 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -16621638.000000 Penalty: 3936.729736
	Iteration 43Q: 3 clusters Score -1.662164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181093 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -16621629.000000 Penalty: 3936.729736
	Iteration 44Q: 3 clusters Score -1.662163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181091 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -16621618.000000 Penalty: 3936.729736
	Iteration 45Q: 3 clusters Score -1.662162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181089 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -16621623.000000 Penalty: 3936.729736
	Iteration 46Q: 3 clusters Score -1.662162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181088 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -16621638.000000 Penalty: 3936.729736
	Iteration 47Q: 3 clusters Score -1.662164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181088 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -16621629.000000 Penalty: 3936.729736
	Iteration 48Q: 3 clusters Score -1.662163e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181088 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -16621629.000000 Penalty: 3936.729736
	Iteration 49F: 3 clusters Score -1.662163e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Entering Unmasked Estep 
Score: -644337.687500 Penalty: 1443.591553
	Iteration 0F: 2 clusters Score -644337.7 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 3613 members 
Entering Unmasked Estep 
Score: -638938.687500 Penalty: 2887.183105
	Iteration 0F: 3 clusters Score -638938.7 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -640499.312500 Penalty: 2887.183105
	Iteration 1F: 3 clusters Score -640499.3 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -640722.875000 Penalty: 2887.183105
	Iteration 2F: 3 clusters Score -640722.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -640919.625000 Penalty: 2887.183105
	Iteration 3F: 3 clusters Score -640919.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -641117.875000 Penalty: 2887.183105
	Iteration 4Q: 3 clusters Score -641117.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -641325.687500 Penalty: 2887.183105
	Iteration 5Q: 3 clusters Score -641325.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -641562.000000 Penalty: 2887.183105
	Iteration 6Q: 3 clusters Score -641562 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -641799.437500 Penalty: 2887.183105
	Iteration 7F: 3 clusters Score -641799.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -642081.875000 Penalty: 2887.183105
	Iteration 8Q: 3 clusters Score -642081.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -642370.562500 Penalty: 2887.183105
	Iteration 9Q: 3 clusters Score -642370.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -642606.000000 Penalty: 2887.183105
	Iteration 10Q: 3 clusters Score -642606 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -642787.375000 Penalty: 2887.183105
	Iteration 11Q: 3 clusters Score -642787.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -642919.250000 Penalty: 2887.183105
	Iteration 12Q: 3 clusters Score -642919.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -643008.375000 Penalty: 2887.183105
	Iteration 13Q: 3 clusters Score -643008.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -643057.812500 Penalty: 2887.183105
	Iteration 14Q: 3 clusters Score -643057.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -643086.500000 Penalty: 2887.183105
	Iteration 15Q: 3 clusters Score -643086.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -643108.250000 Penalty: 2887.183105
	Iteration 16Q: 3 clusters Score -643108.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -643127.062500 Penalty: 2887.183105
	Iteration 17Q: 3 clusters Score -643127.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -643139.062500 Penalty: 2887.183105
	Iteration 18Q: 3 clusters Score -643139.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -643151.500000 Penalty: 2887.183105
	Iteration 19Q: 3 clusters Score -643151.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -643164.687500 Penalty: 2887.183105
	Iteration 20F: 3 clusters Score -643164.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -643178.125000 Penalty: 2887.183105
	Iteration 21Q: 3 clusters Score -643178.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -643186.375000 Penalty: 2887.183105
	Iteration 22Q: 3 clusters Score -643186.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -643193.250000 Penalty: 2887.183105
	Iteration 23Q: 3 clusters Score -643193.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -643197.062500 Penalty: 2887.183105
	Iteration 24Q: 3 clusters Score -643197.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -643200.500000 Penalty: 2887.183105
	Iteration 25Q: 3 clusters Score -643200.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -643201.875000 Penalty: 2887.183105
	Iteration 26Q: 3 clusters Score -643201.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -643206.125000 Penalty: 2887.183105
	Iteration 27Q: 3 clusters Score -643206.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -643210.187500 Penalty: 2887.183105
	Iteration 28Q: 3 clusters Score -643210.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -643218.812500 Penalty: 2887.183105
	Iteration 29Q: 3 clusters Score -643218.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -643225.250000 Penalty: 2887.183105
	Iteration 30Q: 3 clusters Score -643225.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -643233.625000 Penalty: 2887.183105
	Iteration 31Q: 3 clusters Score -643233.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -643242.875000 Penalty: 2887.183105
	Iteration 32Q: 3 clusters Score -643242.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -643251.812500 Penalty: 2887.183105
	Iteration 33Q: 3 clusters Score -643251.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -643261.000000 Penalty: 2887.183105
	Iteration 34Q: 3 clusters Score -643261 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -643275.812500 Penalty: 2887.183105
	Iteration 35Q: 3 clusters Score -643275.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -643288.875000 Penalty: 2887.183105
	Iteration 36Q: 3 clusters Score -643288.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -643295.562500 Penalty: 2887.183105
	Iteration 37Q: 3 clusters Score -643295.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -643308.687500 Penalty: 2887.183105
	Iteration 38Q: 3 clusters Score -643308.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -643317.562500 Penalty: 2887.183105
	Iteration 39Q: 3 clusters Score -643317.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -643328.625000 Penalty: 2887.183105
	Iteration 40F: 3 clusters Score -643328.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -643336.750000 Penalty: 2887.183105
	Iteration 41Q: 3 clusters Score -643336.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -643349.187500 Penalty: 2887.183105
	Iteration 42Q: 3 clusters Score -643349.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -643363.875000 Penalty: 2887.183105
	Iteration 43Q: 3 clusters Score -643363.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -643383.812500 Penalty: 2887.183105
	Iteration 44Q: 3 clusters Score -643383.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -643410.875000 Penalty: 2887.183105
	Iteration 45Q: 3 clusters Score -643410.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -643435.187500 Penalty: 2887.183105
	Iteration 46Q: 3 clusters Score -643435.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -643460.187500 Penalty: 2887.183105
	Iteration 47Q: 3 clusters Score -643460.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -643486.687500 Penalty: 2887.183105
	Iteration 48Q: 3 clusters Score -643486.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -643512.437500 Penalty: 2887.183105
	Iteration 49Q: 3 clusters Score -643512.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -643535.687500 Penalty: 2887.183105
	Iteration 50Q: 3 clusters Score -643535.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -643562.250000 Penalty: 2887.183105
	Iteration 51Q: 3 clusters Score -643562.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -643597.500000 Penalty: 2887.183105
	Iteration 52Q: 3 clusters Score -643597.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -643632.937500 Penalty: 2887.183105
	Iteration 53Q: 3 clusters Score -643632.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -643654.437500 Penalty: 2887.183105
	Iteration 54Q: 3 clusters Score -643654.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -643676.125000 Penalty: 2887.183105
	Iteration 55Q: 3 clusters Score -643676.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -643697.312500 Penalty: 2887.183105
	Iteration 56Q: 3 clusters Score -643697.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -643723.500000 Penalty: 2887.183105
	Iteration 57Q: 3 clusters Score -643723.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -643746.937500 Penalty: 2887.183105
	Iteration 58Q: 3 clusters Score -643746.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -643770.937500 Penalty: 2887.183105
	Iteration 59Q: 3 clusters Score -643770.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -643790.750000 Penalty: 2887.183105
	Iteration 60F: 3 clusters Score -643790.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -643807.375000 Penalty: 2887.183105
	Iteration 61Q: 3 clusters Score -643807.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -643819.437500 Penalty: 2887.183105
	Iteration 62Q: 3 clusters Score -643819.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -643834.000000 Penalty: 2887.183105
	Iteration 63Q: 3 clusters Score -643834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -643842.937500 Penalty: 2887.183105
	Iteration 64Q: 3 clusters Score -643842.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -643846.437500 Penalty: 2887.183105
	Iteration 65Q: 3 clusters Score -643846.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -643852.250000 Penalty: 2887.183105
	Iteration 66Q: 3 clusters Score -643852.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -643853.937500 Penalty: 2887.183105
	Iteration 67Q: 3 clusters Score -643853.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -643858.562500 Penalty: 2887.183105
	Iteration 68Q: 3 clusters Score -643858.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -643861.937500 Penalty: 2887.183105
	Iteration 69Q: 3 clusters Score -643861.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -643867.000000 Penalty: 2887.183105
	Iteration 70Q: 3 clusters Score -643867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -643870.000000 Penalty: 2887.183105
	Iteration 71Q: 3 clusters Score -643870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -643879.062500 Penalty: 2887.183105
	Iteration 72Q: 3 clusters Score -643879.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -643884.750000 Penalty: 2887.183105
	Iteration 73Q: 3 clusters Score -643884.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -643893.625000 Penalty: 2887.183105
	Iteration 74Q: 3 clusters Score -643893.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -643903.500000 Penalty: 2887.183105
	Iteration 75Q: 3 clusters Score -643903.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -643916.750000 Penalty: 2887.183105
	Iteration 76Q: 3 clusters Score -643916.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -643924.562500 Penalty: 2887.183105
	Iteration 77Q: 3 clusters Score -643924.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -643937.812500 Penalty: 2887.183105
	Iteration 78Q: 3 clusters Score -643937.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -643945.687500 Penalty: 2887.183105
	Iteration 79Q: 3 clusters Score -643945.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -643952.750000 Penalty: 2887.183105
	Iteration 80F: 3 clusters Score -643952.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -643962.562500 Penalty: 2887.183105
	Iteration 81Q: 3 clusters Score -643962.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -643968.437500 Penalty: 2887.183105
	Iteration 82Q: 3 clusters Score -643968.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -643978.562500 Penalty: 2887.183105
	Iteration 83Q: 3 clusters Score -643978.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -643986.062500 Penalty: 2887.183105
	Iteration 84Q: 3 clusters Score -643986.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -643991.375000 Penalty: 2887.183105
	Iteration 85Q: 3 clusters Score -643991.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -643995.687500 Penalty: 2887.183105
	Iteration 86Q: 3 clusters Score -643995.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -643996.937500 Penalty: 2887.183105
	Iteration 87Q: 3 clusters Score -643996.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -643998.500000 Penalty: 2887.183105
	Iteration 88Q: 3 clusters Score -643998.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -643999.312500 Penalty: 2887.183105
	Iteration 89Q: 3 clusters Score -643999.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -644002.500000 Penalty: 2887.183105
	Iteration 90Q: 3 clusters Score -644002.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -644002.500000 Penalty: 2887.183105
	Iteration 91Q: 3 clusters Score -644002.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -644003.312500 Penalty: 2887.183105
	Iteration 92Q: 3 clusters Score -644003.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -644003.375000 Penalty: 2887.183105
	Iteration 93Q: 3 clusters Score -644003.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -644003.375000 Penalty: 2887.183105
	Iteration 94F: 3 clusters Score -644003.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Entering Unmasked Estep 
Score: -1339824.625000 Penalty: 1562.405884
	Iteration 0F: 2 clusters Score -1339825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1329427.375000 Penalty: 3124.811768
	Iteration 0F: 3 clusters Score -1329427 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1333174.875000 Penalty: 3124.811768
	Iteration 1F: 3 clusters Score -1333175 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1333681.500000 Penalty: 3124.811768
	Iteration 2F: 3 clusters Score -1333682 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1334276.000000 Penalty: 3124.811768
	Iteration 3F: 3 clusters Score -1334276 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1335002.500000 Penalty: 3124.811768
	Iteration 4F: 3 clusters Score -1335002 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1335753.750000 Penalty: 3124.811768
	Iteration 5F: 3 clusters Score -1335754 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1336425.625000 Penalty: 3124.811768
	Iteration 6F: 3 clusters Score -1336426 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1337080.250000 Penalty: 3124.811768
	Iteration 7F: 3 clusters Score -1337080 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1337576.125000 Penalty: 3124.811768
	Iteration 8Q: 3 clusters Score -1337576 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1337935.125000 Penalty: 3124.811768
	Iteration 9Q: 3 clusters Score -1337935 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1338144.500000 Penalty: 3124.811768
	Iteration 10Q: 3 clusters Score -1338144 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1338284.875000 Penalty: 3124.811768
	Iteration 11Q: 3 clusters Score -1338285 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1338384.500000 Penalty: 3124.811768
	Iteration 12Q: 3 clusters Score -1338384 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1338471.375000 Penalty: 3124.811768
	Iteration 13Q: 3 clusters Score -1338471 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1338538.375000 Penalty: 3124.811768
	Iteration 14Q: 3 clusters Score -1338538 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1338599.250000 Penalty: 3124.811768
	Iteration 15Q: 3 clusters Score -1338599 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1338644.375000 Penalty: 3124.811768
	Iteration 16Q: 3 clusters Score -1338644 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1338680.375000 Penalty: 3124.811768
	Iteration 17Q: 3 clusters Score -1338680 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1338710.000000 Penalty: 3124.811768
	Iteration 18Q: 3 clusters Score -1338710 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1338733.000000 Penalty: 3124.811768
	Iteration 19Q: 3 clusters Score -1338733 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1338762.625000 Penalty: 3124.811768
	Iteration 20F: 3 clusters Score -1338763 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1338788.000000 Penalty: 3124.811768
	Iteration 21Q: 3 clusters Score -1338788 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1338804.375000 Penalty: 3124.811768
	Iteration 22Q: 3 clusters Score -1338804 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1338812.625000 Penalty: 3124.811768
	Iteration 23Q: 3 clusters Score -1338813 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1338825.375000 Penalty: 3124.811768
	Iteration 24Q: 3 clusters Score -1338825 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1338840.875000 Penalty: 3124.811768
	Iteration 25Q: 3 clusters Score -1338841 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1338849.500000 Penalty: 3124.811768
	Iteration 26Q: 3 clusters Score -1338850 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1338853.750000 Penalty: 3124.811768
	Iteration 27Q: 3 clusters Score -1338854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1338861.875000 Penalty: 3124.811768
	Iteration 28Q: 3 clusters Score -1338862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1338869.125000 Penalty: 3124.811768
	Iteration 29Q: 3 clusters Score -1338869 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1338875.250000 Penalty: 3124.811768
	Iteration 30Q: 3 clusters Score -1338875 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1338877.750000 Penalty: 3124.811768
	Iteration 31Q: 3 clusters Score -1338878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1338878.250000 Penalty: 3124.811768
	Iteration 32Q: 3 clusters Score -1338878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1338885.750000 Penalty: 3124.811768
	Iteration 33Q: 3 clusters Score -1338886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1338887.500000 Penalty: 3124.811768
	Iteration 34Q: 3 clusters Score -1338888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1338888.500000 Penalty: 3124.811768
	Iteration 35Q: 3 clusters Score -1338888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1338891.500000 Penalty: 3124.811768
	Iteration 36Q: 3 clusters Score -1338892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1338891.375000 Penalty: 3124.811768
	Iteration 37Q: 3 clusters Score -1338891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1338894.500000 Penalty: 3124.811768
	Iteration 38Q: 3 clusters Score -1338894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1338895.500000 Penalty: 3124.811768
	Iteration 39Q: 3 clusters Score -1338896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1338896.500000 Penalty: 3124.811768
	Iteration 40F: 3 clusters Score -1338896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1338899.875000 Penalty: 3124.811768
	Iteration 41Q: 3 clusters Score -1338900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1338900.625000 Penalty: 3124.811768
	Iteration 42Q: 3 clusters Score -1338901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1338903.875000 Penalty: 3124.811768
	Iteration 43Q: 3 clusters Score -1338904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1338905.125000 Penalty: 3124.811768
	Iteration 44Q: 3 clusters Score -1338905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1338907.250000 Penalty: 3124.811768
	Iteration 45Q: 3 clusters Score -1338907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1338911.375000 Penalty: 3124.811768
	Iteration 46Q: 3 clusters Score -1338911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1338912.375000 Penalty: 3124.811768
	Iteration 47Q: 3 clusters Score -1338912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1338912.000000 Penalty: 3124.811768
	Iteration 48Q: 3 clusters Score -1338912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1338916.250000 Penalty: 3124.811768
	Iteration 49Q: 3 clusters Score -1338916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1338912.750000 Penalty: 3124.811768
	Iteration 50Q: 3 clusters Score -1338913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1338914.750000 Penalty: 3124.811768
	Iteration 51Q: 3 clusters Score -1338915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1338915.875000 Penalty: 3124.811768
	Iteration 52Q: 3 clusters Score -1338916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1338917.750000 Penalty: 3124.811768
	Iteration 53Q: 3 clusters Score -1338918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1338917.750000 Penalty: 3124.811768
	Iteration 54Q: 3 clusters Score -1338918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1338918.125000 Penalty: 3124.811768
	Iteration 55Q: 3 clusters Score -1338918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1338918.250000 Penalty: 3124.811768
	Iteration 56Q: 3 clusters Score -1338918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1338919.875000 Penalty: 3124.811768
	Iteration 57Q: 3 clusters Score -1338920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1338919.750000 Penalty: 3124.811768
	Iteration 58Q: 3 clusters Score -1338920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1338920.875000 Penalty: 3124.811768
	Iteration 59Q: 3 clusters Score -1338921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1338920.000000 Penalty: 3124.811768
	Iteration 60F: 3 clusters Score -1338920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1338919.875000 Penalty: 3124.811768
	Iteration 61Q: 3 clusters Score -1338920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1338920.875000 Penalty: 3124.811768
	Iteration 62Q: 3 clusters Score -1338921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1338920.750000 Penalty: 3124.811768
	Iteration 63Q: 3 clusters Score -1338921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1338919.125000 Penalty: 3124.811768
	Iteration 64Q: 3 clusters Score -1338919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1338920.875000 Penalty: 3124.811768
	Iteration 65Q: 3 clusters Score -1338921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1338920.875000 Penalty: 3124.811768
	Iteration 66F: 3 clusters Score -1338921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Entering Unmasked Estep 
Score: -990018.437500 Penalty: 1507.142456
	Iteration 0F: 2 clusters Score -990018.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -982454.312500 Penalty: 3014.284912
	Iteration 0F: 3 clusters Score -982454.3 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -985031.062500 Penalty: 3014.284912
	Iteration 1F: 3 clusters Score -985031.1 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -985371.625000 Penalty: 3014.284912
	Iteration 2F: 3 clusters Score -985371.6 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -985699.375000 Penalty: 3014.284912
	Iteration 3F: 3 clusters Score -985699.4 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -986026.375000 Penalty: 3014.284912
	Iteration 4F: 3 clusters Score -986026.4 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -986379.000000 Penalty: 3014.284912
	Iteration 5F: 3 clusters Score -986379 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -986750.375000 Penalty: 3014.284912
	Iteration 6F: 3 clusters Score -986750.4 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -987167.812500 Penalty: 3014.284912
	Iteration 7F: 3 clusters Score -987167.8 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -987560.750000 Penalty: 3014.284912
	Iteration 8F: 3 clusters Score -987560.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -987894.375000 Penalty: 3014.284912
	Iteration 9Q: 3 clusters Score -987894.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -988129.250000 Penalty: 3014.284912
	Iteration 10Q: 3 clusters Score -988129.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -988267.187500 Penalty: 3014.284912
	Iteration 11Q: 3 clusters Score -988267.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -988359.437500 Penalty: 3014.284912
	Iteration 12Q: 3 clusters Score -988359.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -988434.500000 Penalty: 3014.284912
	Iteration 13Q: 3 clusters Score -988434.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -988486.187500 Penalty: 3014.284912
	Iteration 14Q: 3 clusters Score -988486.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -988516.500000 Penalty: 3014.284912
	Iteration 15Q: 3 clusters Score -988516.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -988560.687500 Penalty: 3014.284912
	Iteration 16Q: 3 clusters Score -988560.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -988604.937500 Penalty: 3014.284912
	Iteration 17Q: 3 clusters Score -988604.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -988637.187500 Penalty: 3014.284912
	Iteration 18Q: 3 clusters Score -988637.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -988668.937500 Penalty: 3014.284912
	Iteration 19Q: 3 clusters Score -988668.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -988699.250000 Penalty: 3014.284912
	Iteration 20F: 3 clusters Score -988699.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -988713.750000 Penalty: 3014.284912
	Iteration 21Q: 3 clusters Score -988713.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -988724.250000 Penalty: 3014.284912
	Iteration 22Q: 3 clusters Score -988724.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -988738.250000 Penalty: 3014.284912
	Iteration 23Q: 3 clusters Score -988738.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -988746.125000 Penalty: 3014.284912
	Iteration 24Q: 3 clusters Score -988746.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -988752.437500 Penalty: 3014.284912
	Iteration 25Q: 3 clusters Score -988752.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -988758.937500 Penalty: 3014.284912
	Iteration 26Q: 3 clusters Score -988758.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -988762.812500 Penalty: 3014.284912
	Iteration 27Q: 3 clusters Score -988762.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -988765.000000 Penalty: 3014.284912
	Iteration 28Q: 3 clusters Score -988765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -988765.687500 Penalty: 3014.284912
	Iteration 29Q: 3 clusters Score -988765.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -988769.500000 Penalty: 3014.284912
	Iteration 30Q: 3 clusters Score -988769.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -988776.750000 Penalty: 3014.284912
	Iteration 31Q: 3 clusters Score -988776.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -988783.875000 Penalty: 3014.284912
	Iteration 32Q: 3 clusters Score -988783.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -988788.625000 Penalty: 3014.284912
	Iteration 33Q: 3 clusters Score -988788.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -988796.375000 Penalty: 3014.284912
	Iteration 34Q: 3 clusters Score -988796.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -988802.812500 Penalty: 3014.284912
	Iteration 35Q: 3 clusters Score -988802.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -988812.812500 Penalty: 3014.284912
	Iteration 36Q: 3 clusters Score -988812.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -988823.062500 Penalty: 3014.284912
	Iteration 37Q: 3 clusters Score -988823.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -988831.562500 Penalty: 3014.284912
	Iteration 38Q: 3 clusters Score -988831.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -988838.937500 Penalty: 3014.284912
	Iteration 39Q: 3 clusters Score -988838.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -988842.250000 Penalty: 3014.284912
	Iteration 40F: 3 clusters Score -988842.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -988844.125000 Penalty: 3014.284912
	Iteration 41Q: 3 clusters Score -988844.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -988846.000000 Penalty: 3014.284912
	Iteration 42Q: 3 clusters Score -988846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -988849.812500 Penalty: 3014.284912
	Iteration 43Q: 3 clusters Score -988849.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -988851.812500 Penalty: 3014.284912
	Iteration 44Q: 3 clusters Score -988851.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -988853.187500 Penalty: 3014.284912
	Iteration 45Q: 3 clusters Score -988853.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -988854.250000 Penalty: 3014.284912
	Iteration 46Q: 3 clusters Score -988854.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -988852.812500 Penalty: 3014.284912
	Iteration 47Q: 3 clusters Score -988852.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -988852.812500 Penalty: 3014.284912
	Iteration 48F: 3 clusters Score -988852.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -106790.812500 Penalty: 1163.889526
	Iteration 0F: 2 clusters Score -106790.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -105195.718750 Penalty: 2327.779053
	Iteration 0F: 3 clusters Score -105195.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -105616.179688 Penalty: 2327.779053
	Iteration 1F: 3 clusters Score -105616.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -105915.031250 Penalty: 2327.779053
	Iteration 2F: 3 clusters Score -105915 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -106272.015625 Penalty: 2327.779053
	Iteration 3F: 3 clusters Score -106272 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -106627.210938 Penalty: 2327.779053
	Iteration 4F: 3 clusters Score -106627.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -106925.828125 Penalty: 2327.779053
	Iteration 5F: 3 clusters Score -106925.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -107242.335938 Penalty: 2327.779053
	Iteration 6Q: 3 clusters Score -107242.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -107332.312500 Penalty: 2327.779053
	Iteration 7Q: 3 clusters Score -107332.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -107359.429688 Penalty: 2327.779053
	Iteration 8Q: 3 clusters Score -107359.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -107371.398438 Penalty: 2327.779053
	Iteration 9Q: 3 clusters Score -107371.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -107375.304688 Penalty: 2327.779053
	Iteration 10Q: 3 clusters Score -107375.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -107375.304688 Penalty: 2327.779053
	Iteration 11F: 3 clusters Score -107375.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 51485 members 
Mstep: Class 3 contains 41843 members 
Mstep: Class 4 contains 182228 members 
Mstep: Class 5 contains 7213 members 
Mstep: Class 6 contains 14985 members 
Mstep: Class 7 contains 10665 members 
Mstep: Class 8 contains 620 members 
Mstep: Class 9 contains 125207 members 
Mstep: Class 10 contains 36193 members 
Mstep: Class 11 contains 18401 members 
Mstep: Class 12 contains 42721 members 
Mstep: Class 13 contains 4887 members 
Mstep: Class 14 contains 1566 members 
Mstep: Class 15 contains 17680 members 
Mstep: Class 16 contains 20111 members 
Mstep: Class 17 contains 82924 members 
Mstep: Class 18 contains 60584 members 
Mstep: Class 19 contains 2311 members 
Mstep: Class 20 contains 6355 members 
Mstep: Class 21 contains 5914 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 61131 members 
Mstep: Class 24 contains 6595 members 
Mstep: Class 25 contains 11103 members 
Mstep: Class 26 contains 5752 members 
Mstep: Class 27 contains 1805 members 
Mstep: Class 28 contains 7252 members 
Mstep: Class 29 contains 2158 members 
Mstep: Class 30 contains 69985 members 
Mstep: Class 31 contains 1336 members 
Mstep: Class 32 contains 13931 members 
Mstep: Class 33 contains 5360 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 1141 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 10284 members 
Mstep: Class 39 contains 670 members 
Entering Unmasked Estep 
Score: -84435768.000000 Penalty: 87286.046875
Splitting cluster 8 changes total score from -84436048.000000 to -84435768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (125207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125207 members 
Entering Unmasked Estep 
Score: -11869533.000000 Penalty: 1907.380005
	Iteration 0F: 2 clusters Score -1.186953e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62701 members 
Mstep: Class 2 contains 62506 members 
Entering Unmasked Estep 
Score: -11785424.000000 Penalty: 3814.760010
	Iteration 0F: 3 clusters Score -1.178542e+07 nChanged 60272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65839 members 
Mstep: Class 2 contains 59368 members 
Entering Unmasked Estep 
Score: -11820315.000000 Penalty: 3814.760010
	Iteration 1F: 3 clusters Score -1.182032e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68047 members 
Mstep: Class 2 contains 57160 members 
Entering Unmasked Estep 
Score: -11821082.000000 Penalty: 3814.760010
	Iteration 2Q: 3 clusters Score -1.182108e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71402 members 
Mstep: Class 2 contains 53805 members 
Entering Unmasked Estep 
Score: -11822282.000000 Penalty: 3814.760010
	Iteration 3Q: 3 clusters Score -1.182228e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76587 members 
Mstep: Class 2 contains 48620 members 
Entering Unmasked Estep 
Score: -11824650.000000 Penalty: 3814.760010
	Iteration 4Q: 3 clusters Score -1.182465e+07 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84205 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -11829067.000000 Penalty: 3814.760010
	Iteration 5F: 3 clusters Score -1.182907e+07 nChanged 10385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94526 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -11837102.000000 Penalty: 3814.760010
	Iteration 6F: 3 clusters Score -1.18371e+07 nChanged 11831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106327 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -11848638.000000 Penalty: 3814.760010
	Iteration 7F: 3 clusters Score -1.184864e+07 nChanged 10055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116368 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -11859297.000000 Penalty: 3814.760010
	Iteration 8F: 3 clusters Score -1.18593e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121999 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -11864967.000000 Penalty: 3814.760010
	Iteration 9Q: 3 clusters Score -1.186497e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124096 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -11866950.000000 Penalty: 3814.760010
	Iteration 10Q: 3 clusters Score -1.186695e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124714 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -11867561.000000 Penalty: 3814.760010
	Iteration 11Q: 3 clusters Score -1.186756e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124873 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -11867761.000000 Penalty: 3814.760010
	Iteration 12Q: 3 clusters Score -1.186776e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124916 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -11867839.000000 Penalty: 3814.760010
	Iteration 13Q: 3 clusters Score -1.186784e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124938 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -11867889.000000 Penalty: 3814.760010
	Iteration 14Q: 3 clusters Score -1.186789e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124941 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -11867902.000000 Penalty: 3814.760010
	Iteration 15Q: 3 clusters Score -1.18679e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124947 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -11867923.000000 Penalty: 3814.760010
	Iteration 16Q: 3 clusters Score -1.186792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124948 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -11867938.000000 Penalty: 3814.760010
	Iteration 17Q: 3 clusters Score -1.186794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124953 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -11867955.000000 Penalty: 3814.760010
	Iteration 18Q: 3 clusters Score -1.186796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124955 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -11867950.000000 Penalty: 3814.760010
	Iteration 19Q: 3 clusters Score -1.186795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124957 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -11867968.000000 Penalty: 3814.760010
	Iteration 20F: 3 clusters Score -1.186797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124957 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -11867966.000000 Penalty: 3814.760010
	Iteration 21Q: 3 clusters Score -1.186797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124955 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -11867968.000000 Penalty: 3814.760010
	Iteration 22Q: 3 clusters Score -1.186797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124955 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -11867979.000000 Penalty: 3814.760010
	Iteration 23Q: 3 clusters Score -1.186798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124956 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -11867976.000000 Penalty: 3814.760010
	Iteration 24Q: 3 clusters Score -1.186798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124957 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -11867977.000000 Penalty: 3814.760010
	Iteration 25Q: 3 clusters Score -1.186798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124958 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -11867988.000000 Penalty: 3814.760010
	Iteration 26Q: 3 clusters Score -1.186799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124960 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -11867992.000000 Penalty: 3814.760010
	Iteration 27Q: 3 clusters Score -1.186799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124958 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -11867989.000000 Penalty: 3814.760010
	Iteration 28Q: 3 clusters Score -1.186799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124958 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -11867989.000000 Penalty: 3814.760010
	Iteration 29F: 3 clusters Score -1.186799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Entering Unmasked Estep 
Score: -3328855.250000 Penalty: 1705.700928
	Iteration 0F: 2 clusters Score -3328855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -3304754.250000 Penalty: 3411.401855
	Iteration 0F: 3 clusters Score -3304754 nChanged 16823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -3314251.250000 Penalty: 3411.401855
	Iteration 1F: 3 clusters Score -3314251 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -3314857.750000 Penalty: 3411.401855
	Iteration 2Q: 3 clusters Score -3314858 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -3315505.500000 Penalty: 3411.401855
	Iteration 3Q: 3 clusters Score -3315506 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -3316280.000000 Penalty: 3411.401855
	Iteration 4Q: 3 clusters Score -3316280 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -3317191.750000 Penalty: 3411.401855
	Iteration 5Q: 3 clusters Score -3317192 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -3318377.250000 Penalty: 3411.401855
	Iteration 6F: 3 clusters Score -3318377 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -3319922.250000 Penalty: 3411.401855
	Iteration 7F: 3 clusters Score -3319922 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -3321627.000000 Penalty: 3411.401855
	Iteration 8F: 3 clusters Score -3321627 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -3322921.000000 Penalty: 3411.401855
	Iteration 9F: 3 clusters Score -3322921 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -3323723.000000 Penalty: 3411.401855
	Iteration 10Q: 3 clusters Score -3323723 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -3324190.750000 Penalty: 3411.401855
	Iteration 11Q: 3 clusters Score -3324191 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -3324534.750000 Penalty: 3411.401855
	Iteration 12Q: 3 clusters Score -3324535 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -3324787.250000 Penalty: 3411.401855
	Iteration 13Q: 3 clusters Score -3324787 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -3325006.500000 Penalty: 3411.401855
	Iteration 14Q: 3 clusters Score -3325006 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -3325155.250000 Penalty: 3411.401855
	Iteration 15Q: 3 clusters Score -3325155 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -3325273.000000 Penalty: 3411.401855
	Iteration 16Q: 3 clusters Score -3325273 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -3325331.500000 Penalty: 3411.401855
	Iteration 17Q: 3 clusters Score -3325332 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -3325410.500000 Penalty: 3411.401855
	Iteration 18Q: 3 clusters Score -3325410 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -3325474.750000 Penalty: 3411.401855
	Iteration 19Q: 3 clusters Score -3325475 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -3325523.500000 Penalty: 3411.401855
	Iteration 20F: 3 clusters Score -3325524 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -3325543.000000 Penalty: 3411.401855
	Iteration 21Q: 3 clusters Score -3325543 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -3325582.750000 Penalty: 3411.401855
	Iteration 22Q: 3 clusters Score -3325583 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -3325601.750000 Penalty: 3411.401855
	Iteration 23Q: 3 clusters Score -3325602 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -3325638.250000 Penalty: 3411.401855
	Iteration 24Q: 3 clusters Score -3325638 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -3325658.000000 Penalty: 3411.401855
	Iteration 25Q: 3 clusters Score -3325658 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -3325686.250000 Penalty: 3411.401855
	Iteration 26Q: 3 clusters Score -3325686 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -3325714.500000 Penalty: 3411.401855
	Iteration 27Q: 3 clusters Score -3325714 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -3325714.500000 Penalty: 3411.401855
	Iteration 28Q: 3 clusters Score -3325714 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -3325721.500000 Penalty: 3411.401855
	Iteration 29Q: 3 clusters Score -3325722 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -3325739.750000 Penalty: 3411.401855
	Iteration 30Q: 3 clusters Score -3325740 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -3325758.750000 Penalty: 3411.401855
	Iteration 31Q: 3 clusters Score -3325759 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -3325794.250000 Penalty: 3411.401855
	Iteration 32Q: 3 clusters Score -3325794 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -3325818.500000 Penalty: 3411.401855
	Iteration 33Q: 3 clusters Score -3325818 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -3325860.250000 Penalty: 3411.401855
	Iteration 34Q: 3 clusters Score -3325860 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -3325899.000000 Penalty: 3411.401855
	Iteration 35Q: 3 clusters Score -3325899 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -3325910.000000 Penalty: 3411.401855
	Iteration 36Q: 3 clusters Score -3325910 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -3325936.500000 Penalty: 3411.401855
	Iteration 37Q: 3 clusters Score -3325936 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -3325978.750000 Penalty: 3411.401855
	Iteration 38Q: 3 clusters Score -3325979 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -3326011.000000 Penalty: 3411.401855
	Iteration 39Q: 3 clusters Score -3326011 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -3326051.250000 Penalty: 3411.401855
	Iteration 40F: 3 clusters Score -3326051 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -3326084.000000 Penalty: 3411.401855
	Iteration 41Q: 3 clusters Score -3326084 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -3326100.500000 Penalty: 3411.401855
	Iteration 42Q: 3 clusters Score -3326100 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -3326151.750000 Penalty: 3411.401855
	Iteration 43Q: 3 clusters Score -3326152 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -3326185.500000 Penalty: 3411.401855
	Iteration 44Q: 3 clusters Score -3326186 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -3326215.500000 Penalty: 3411.401855
	Iteration 45Q: 3 clusters Score -3326216 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -3326277.250000 Penalty: 3411.401855
	Iteration 46Q: 3 clusters Score -3326277 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3326315 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3326384 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -3326459.500000 Penalty: 3411.401855
	Iteration 49Q: 3 clusters Score -3326460 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -3326543.750000 Penalty: 3411.401855
	Iteration 50Q: 3 clusters Score -3326544 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -3326646.750000 Penalty: 3411.401855
	Iteration 51Q: 3 clusters Score -3326647 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -3326792.000000 Penalty: 3411.401855
	Iteration 52Q: 3 clusters Score -3326792 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -3326910.250000 Penalty: 3411.401855
	Iteration 53Q: 3 clusters Score -3326910 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -3327039.500000 Penalty: 3411.401855
	Iteration 54Q: 3 clusters Score -3327040 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -3327149.250000 Penalty: 3411.401855
	Iteration 55Q: 3 clusters Score -3327149 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -3327253.500000 Penalty: 3411.401855
	Iteration 56Q: 3 clusters Score -3327254 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -3327388.500000 Penalty: 3411.401855
	Iteration 57Q: 3 clusters Score -3327388 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -3327528.500000 Penalty: 3411.401855
	Iteration 58Q: 3 clusters Score -3327528 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -3327678.250000 Penalty: 3411.401855
	Iteration 59Q: 3 clusters Score -3327678 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -3327829.750000 Penalty: 3411.401855
	Iteration 60F: 3 clusters Score -3327830 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -3327952.750000 Penalty: 3411.401855
	Iteration 61Q: 3 clusters Score -3327953 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -3328071.500000 Penalty: 3411.401855
	Iteration 62Q: 3 clusters Score -3328072 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -3328162.750000 Penalty: 3411.401855
	Iteration 63Q: 3 clusters Score -3328163 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -3328251.500000 Penalty: 3411.401855
	Iteration 64Q: 3 clusters Score -3328252 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -3328327.250000 Penalty: 3411.401855
	Iteration 65Q: 3 clusters Score -3328327 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -3328382.750000 Penalty: 3411.401855
	Iteration 66Q: 3 clusters Score -3328383 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -3328405.500000 Penalty: 3411.401855
	Iteration 67Q: 3 clusters Score -3328406 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -3328436.750000 Penalty: 3411.401855
	Iteration 68Q: 3 clusters Score -3328437 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -3328461.250000 Penalty: 3411.401855
	Iteration 69Q: 3 clusters Score -3328461 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -3328489.500000 Penalty: 3411.401855
	Iteration 70Q: 3 clusters Score -3328490 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -3328502.250000 Penalty: 3411.401855
	Iteration 71Q: 3 clusters Score -3328502 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -3328518.500000 Penalty: 3411.401855
	Iteration 72Q: 3 clusters Score -3328518 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3328536 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3328550 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3328568 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3328569 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -3328579.000000 Penalty: 3411.401855
	Iteration 77Q: 3 clusters Score -3328579 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -3328596.500000 Penalty: 3411.401855
	Iteration 78Q: 3 clusters Score -3328596 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3328598 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -3328603.750000 Penalty: 3411.401855
	Iteration 80F: 3 clusters Score -3328604 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -3328622.500000 Penalty: 3411.401855
	Iteration 81Q: 3 clusters Score -3328622 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -3328628.500000 Penalty: 3411.401855
	Iteration 82Q: 3 clusters Score -3328628 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -3328630.250000 Penalty: 3411.401855
	Iteration 83Q: 3 clusters Score -3328630 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -3328634.500000 Penalty: 3411.401855
	Iteration 84Q: 3 clusters Score -3328634 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -3328642.250000 Penalty: 3411.401855
	Iteration 85Q: 3 clusters Score -3328642 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -3328650.000000 Penalty: 3411.401855
	Iteration 86Q: 3 clusters Score -3328650 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -3328651.500000 Penalty: 3411.401855
	Iteration 87Q: 3 clusters Score -3328652 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -3328657.000000 Penalty: 3411.401855
	Iteration 88Q: 3 clusters Score -3328657 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -3328664.500000 Penalty: 3411.401855
	Iteration 89Q: 3 clusters Score -3328664 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -3328665.000000 Penalty: 3411.401855
	Iteration 90Q: 3 clusters Score -3328665 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -3328673.500000 Penalty: 3411.401855
	Iteration 91Q: 3 clusters Score -3328674 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -3328690.500000 Penalty: 3411.401855
	Iteration 92Q: 3 clusters Score -3328690 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -3328687.250000 Penalty: 3411.401855
	Iteration 93Q: 3 clusters Score -3328687 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -3328699.000000 Penalty: 3411.401855
	Iteration 94Q: 3 clusters Score -3328699 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -3328695.250000 Penalty: 3411.401855
	Iteration 95Q: 3 clusters Score -3328695 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -3328700.750000 Penalty: 3411.401855
	Iteration 96Q: 3 clusters Score -3328701 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -3328702.000000 Penalty: 3411.401855
	Iteration 97Q: 3 clusters Score -3328702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -3328708.250000 Penalty: 3411.401855
	Iteration 98Q: 3 clusters Score -3328708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -3328710.250000 Penalty: 3411.401855
	Iteration 99Q: 3 clusters Score -3328710 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -3328713.250000 Penalty: 3411.401855
	Iteration 100F: 3 clusters Score -3328713 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3328710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -3328713.000000 Penalty: 3411.401855
	Iteration 102Q: 3 clusters Score -3328713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -3328716.500000 Penalty: 3411.401855
	Iteration 103Q: 3 clusters Score -3328716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -3328717.750000 Penalty: 3411.401855
	Iteration 104Q: 3 clusters Score -3328718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -3328723.250000 Penalty: 3411.401855
	Iteration 105Q: 3 clusters Score -3328723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -3328724.750000 Penalty: 3411.401855
	Iteration 106Q: 3 clusters Score -3328725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -3328725.750000 Penalty: 3411.401855
	Iteration 107Q: 3 clusters Score -3328726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -3328724.000000 Penalty: 3411.401855
	Iteration 108Q: 3 clusters Score -3328724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -3328727.500000 Penalty: 3411.401855
	Iteration 109Q: 3 clusters Score -3328728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -3328728.500000 Penalty: 3411.401855
	Iteration 110Q: 3 clusters Score -3328728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -3328728.250000 Penalty: 3411.401855
	Iteration 111Q: 3 clusters Score -3328728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -3328727.500000 Penalty: 3411.401855
	Iteration 112Q: 3 clusters Score -3328728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -3328727.750000 Penalty: 3411.401855
	Iteration 113Q: 3 clusters Score -3328728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -3328731.000000 Penalty: 3411.401855
	Iteration 114Q: 3 clusters Score -3328731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -3328727.500000 Penalty: 3411.401855
	Iteration 115Q: 3 clusters Score -3328728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -3328727.250000 Penalty: 3411.401855
	Iteration 116Q: 3 clusters Score -3328727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -3328732.750000 Penalty: 3411.401855
	Iteration 117Q: 3 clusters Score -3328733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -3328732.000000 Penalty: 3411.401855
	Iteration 118Q: 3 clusters Score -3328732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -3328725.250000 Penalty: 3411.401855
	Iteration 119Q: 3 clusters Score -3328725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -3328727.000000 Penalty: 3411.401855
	Iteration 120F: 3 clusters Score -3328727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -3328730.500000 Penalty: 3411.401855
	Iteration 121Q: 3 clusters Score -3328730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -3328733.000000 Penalty: 3411.401855
	Iteration 122Q: 3 clusters Score -3328733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -3328736.500000 Penalty: 3411.401855
	Iteration 123Q: 3 clusters Score -3328736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -3328739.000000 Penalty: 3411.401855
	Iteration 124Q: 3 clusters Score -3328739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -3328736.000000 Penalty: 3411.401855
	Iteration 125Q: 3 clusters Score -3328736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -3328735.750000 Penalty: 3411.401855
	Iteration 126Q: 3 clusters Score -3328736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -3328737.000000 Penalty: 3411.401855
	Iteration 127Q: 3 clusters Score -3328737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -3328738.500000 Penalty: 3411.401855
	Iteration 128Q: 3 clusters Score -3328738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -3328736.750000 Penalty: 3411.401855
	Iteration 129Q: 3 clusters Score -3328737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -3328741.500000 Penalty: 3411.401855
	Iteration 130Q: 3 clusters Score -3328742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -3328739.500000 Penalty: 3411.401855
	Iteration 131Q: 3 clusters Score -3328740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -3328746.750000 Penalty: 3411.401855
	Iteration 132Q: 3 clusters Score -3328747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -3328747.250000 Penalty: 3411.401855
	Iteration 133Q: 3 clusters Score -3328747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -3328743.750000 Penalty: 3411.401855
	Iteration 134Q: 3 clusters Score -3328744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -3328742.750000 Penalty: 3411.401855
	Iteration 135Q: 3 clusters Score -3328743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -3328740.500000 Penalty: 3411.401855
	Iteration 136Q: 3 clusters Score -3328740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -3328742.000000 Penalty: 3411.401855
	Iteration 137Q: 3 clusters Score -3328742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -3328741.500000 Penalty: 3411.401855
	Iteration 138Q: 3 clusters Score -3328742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -3328743.000000 Penalty: 3411.401855
	Iteration 139Q: 3 clusters Score -3328743 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -3328745.750000 Penalty: 3411.401855
	Iteration 140F: 3 clusters Score -3328746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -3328743.250000 Penalty: 3411.401855
	Iteration 141Q: 3 clusters Score -3328743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -3328743.250000 Penalty: 3411.401855
	Iteration 142F: 3 clusters Score -3328743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Entering Unmasked Estep 
Score: -1495695.500000 Penalty: 1595.776001
	Iteration 0F: 2 clusters Score -1495696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1482999.250000 Penalty: 3191.552002
	Iteration 0F: 3 clusters Score -1482999 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1488012.500000 Penalty: 3191.552002
	Iteration 1F: 3 clusters Score -1488012 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1488779.875000 Penalty: 3191.552002
	Iteration 2F: 3 clusters Score -1488780 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1489667.125000 Penalty: 3191.552002
	Iteration 3F: 3 clusters Score -1489667 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1490692.000000 Penalty: 3191.552002
	Iteration 4F: 3 clusters Score -1490692 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1491778.250000 Penalty: 3191.552002
	Iteration 5F: 3 clusters Score -1491778 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1492766.000000 Penalty: 3191.552002
	Iteration 6F: 3 clusters Score -1492766 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1493547.125000 Penalty: 3191.552002
	Iteration 7F: 3 clusters Score -1493547 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1494025.750000 Penalty: 3191.552002
	Iteration 8Q: 3 clusters Score -1494026 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1494284.875000 Penalty: 3191.552002
	Iteration 9Q: 3 clusters Score -1494285 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1494420.750000 Penalty: 3191.552002
	Iteration 10Q: 3 clusters Score -1494421 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1494513.750000 Penalty: 3191.552002
	Iteration 11Q: 3 clusters Score -1494514 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1494577.125000 Penalty: 3191.552002
	Iteration 12Q: 3 clusters Score -1494577 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1494625.500000 Penalty: 3191.552002
	Iteration 13Q: 3 clusters Score -1494626 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1494676.875000 Penalty: 3191.552002
	Iteration 14Q: 3 clusters Score -1494677 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1494707.125000 Penalty: 3191.552002
	Iteration 15Q: 3 clusters Score -1494707 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1494732.625000 Penalty: 3191.552002
	Iteration 16Q: 3 clusters Score -1494733 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1494761.125000 Penalty: 3191.552002
	Iteration 17Q: 3 clusters Score -1494761 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1494793.375000 Penalty: 3191.552002
	Iteration 18Q: 3 clusters Score -1494793 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1494832.000000 Penalty: 3191.552002
	Iteration 19Q: 3 clusters Score -1494832 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1494876.750000 Penalty: 3191.552002
	Iteration 20F: 3 clusters Score -1494877 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1494915.000000 Penalty: 3191.552002
	Iteration 21Q: 3 clusters Score -1494915 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1494947.375000 Penalty: 3191.552002
	Iteration 22Q: 3 clusters Score -1494947 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1494970.750000 Penalty: 3191.552002
	Iteration 23Q: 3 clusters Score -1494971 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1495001.375000 Penalty: 3191.552002
	Iteration 24Q: 3 clusters Score -1495001 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1495025.000000 Penalty: 3191.552002
	Iteration 25Q: 3 clusters Score -1495025 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -1495052.375000 Penalty: 3191.552002
	Iteration 26Q: 3 clusters Score -1495052 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1495076.125000 Penalty: 3191.552002
	Iteration 27Q: 3 clusters Score -1495076 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1495093.500000 Penalty: 3191.552002
	Iteration 28Q: 3 clusters Score -1495094 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1495108.750000 Penalty: 3191.552002
	Iteration 29Q: 3 clusters Score -1495109 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1495126.500000 Penalty: 3191.552002
	Iteration 30Q: 3 clusters Score -1495126 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1495143.125000 Penalty: 3191.552002
	Iteration 31Q: 3 clusters Score -1495143 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1495153.250000 Penalty: 3191.552002
	Iteration 32Q: 3 clusters Score -1495153 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1495166.875000 Penalty: 3191.552002
	Iteration 33Q: 3 clusters Score -1495167 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1495189.375000 Penalty: 3191.552002
	Iteration 34Q: 3 clusters Score -1495189 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1495208.500000 Penalty: 3191.552002
	Iteration 35Q: 3 clusters Score -1495208 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1495214.000000 Penalty: 3191.552002
	Iteration 36Q: 3 clusters Score -1495214 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -1495225.500000 Penalty: 3191.552002
	Iteration 37Q: 3 clusters Score -1495226 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1495231.750000 Penalty: 3191.552002
	Iteration 38Q: 3 clusters Score -1495232 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -1495241.375000 Penalty: 3191.552002
	Iteration 39Q: 3 clusters Score -1495241 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -1495248.875000 Penalty: 3191.552002
	Iteration 40F: 3 clusters Score -1495249 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -1495265.250000 Penalty: 3191.552002
	Iteration 41Q: 3 clusters Score -1495265 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1495269.375000 Penalty: 3191.552002
	Iteration 42Q: 3 clusters Score -1495269 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -1495274.000000 Penalty: 3191.552002
	Iteration 43Q: 3 clusters Score -1495274 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1495283.250000 Penalty: 3191.552002
	Iteration 44Q: 3 clusters Score -1495283 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1495290.750000 Penalty: 3191.552002
	Iteration 45Q: 3 clusters Score -1495291 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1495296.375000 Penalty: 3191.552002
	Iteration 46Q: 3 clusters Score -1495296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -1495298.125000 Penalty: 3191.552002
	Iteration 47Q: 3 clusters Score -1495298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1495304.500000 Penalty: 3191.552002
	Iteration 48Q: 3 clusters Score -1495304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -1495302.125000 Penalty: 3191.552002
	Iteration 49Q: 3 clusters Score -1495302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1495302.375000 Penalty: 3191.552002
	Iteration 50Q: 3 clusters Score -1495302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -1495302.750000 Penalty: 3191.552002
	Iteration 51Q: 3 clusters Score -1495303 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1495305.375000 Penalty: 3191.552002
	Iteration 52Q: 3 clusters Score -1495305 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -1495306.500000 Penalty: 3191.552002
	Iteration 53Q: 3 clusters Score -1495306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1495308.500000 Penalty: 3191.552002
	Iteration 54Q: 3 clusters Score -1495308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -1495313.750000 Penalty: 3191.552002
	Iteration 55Q: 3 clusters Score -1495314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -1495310.125000 Penalty: 3191.552002
	Iteration 56Q: 3 clusters Score -1495310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -1495307.750000 Penalty: 3191.552002
	Iteration 57Q: 3 clusters Score -1495308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -1495311.375000 Penalty: 3191.552002
	Iteration 58Q: 3 clusters Score -1495311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -1495309.625000 Penalty: 3191.552002
	Iteration 59Q: 3 clusters Score -1495310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -1495313.500000 Penalty: 3191.552002
	Iteration 60F: 3 clusters Score -1495314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1495313.125000 Penalty: 3191.552002
	Iteration 61Q: 3 clusters Score -1495313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1495318.000000 Penalty: 3191.552002
	Iteration 62Q: 3 clusters Score -1495318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1495316.875000 Penalty: 3191.552002
	Iteration 63Q: 3 clusters Score -1495317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -1495316.375000 Penalty: 3191.552002
	Iteration 64Q: 3 clusters Score -1495316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -1495317.750000 Penalty: 3191.552002
	Iteration 65Q: 3 clusters Score -1495318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -1495320.000000 Penalty: 3191.552002
	Iteration 66Q: 3 clusters Score -1495320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1495317.375000 Penalty: 3191.552002
	Iteration 67Q: 3 clusters Score -1495317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -1495319.375000 Penalty: 3191.552002
	Iteration 68Q: 3 clusters Score -1495319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1495320.125000 Penalty: 3191.552002
	Iteration 69Q: 3 clusters Score -1495320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -1495320.375000 Penalty: 3191.552002
	Iteration 70Q: 3 clusters Score -1495320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -1495322.875000 Penalty: 3191.552002
	Iteration 71Q: 3 clusters Score -1495323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -1495324.250000 Penalty: 3191.552002
	Iteration 72Q: 3 clusters Score -1495324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -1495324.500000 Penalty: 3191.552002
	Iteration 73Q: 3 clusters Score -1495324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1495324.125000 Penalty: 3191.552002
	Iteration 74Q: 3 clusters Score -1495324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -1495322.500000 Penalty: 3191.552002
	Iteration 75Q: 3 clusters Score -1495322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -1495325.000000 Penalty: 3191.552002
	Iteration 76Q: 3 clusters Score -1495325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -1495332.125000 Penalty: 3191.552002
	Iteration 77Q: 3 clusters Score -1495332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1495330.875000 Penalty: 3191.552002
	Iteration 78Q: 3 clusters Score -1495331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -1495333.375000 Penalty: 3191.552002
	Iteration 79Q: 3 clusters Score -1495333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1495333.375000 Penalty: 3191.552002
	Iteration 80F: 3 clusters Score -1495333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -1495330.125000 Penalty: 3191.552002
	Iteration 81Q: 3 clusters Score -1495330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -1495333.750000 Penalty: 3191.552002
	Iteration 82Q: 3 clusters Score -1495334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -1495335.750000 Penalty: 3191.552002
	Iteration 83Q: 3 clusters Score -1495336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -1495335.000000 Penalty: 3191.552002
	Iteration 84Q: 3 clusters Score -1495335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -1495334.250000 Penalty: 3191.552002
	Iteration 85Q: 3 clusters Score -1495334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1495336.500000 Penalty: 3191.552002
	Iteration 86Q: 3 clusters Score -1495336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -1495337.875000 Penalty: 3191.552002
	Iteration 87Q: 3 clusters Score -1495338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -1495337.875000 Penalty: 3191.552002
	Iteration 88F: 3 clusters Score -1495338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Entering Unmasked Estep 
Score: -3961653.500000 Penalty: 1732.647461
	Iteration 0F: 2 clusters Score -3961654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -3933092.000000 Penalty: 3465.294922
	Iteration 0F: 3 clusters Score -3933092 nChanged 20172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -3944181.000000 Penalty: 3465.294922
	Iteration 1F: 3 clusters Score -3944181 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -3944594.500000 Penalty: 3465.294922
	Iteration 2Q: 3 clusters Score -3944594 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -3945175.000000 Penalty: 3465.294922
	Iteration 3Q: 3 clusters Score -3945175 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -3946037.750000 Penalty: 3465.294922
	Iteration 4Q: 3 clusters Score -3946038 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -3947407.750000 Penalty: 3465.294922
	Iteration 5F: 3 clusters Score -3947408 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -3949740.000000 Penalty: 3465.294922
	Iteration 6F: 3 clusters Score -3949740 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -3952936.750000 Penalty: 3465.294922
	Iteration 7F: 3 clusters Score -3952937 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -3956159.000000 Penalty: 3465.294922
	Iteration 8F: 3 clusters Score -3956159 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3958458.500000 Penalty: 3465.294922
	Iteration 9F: 3 clusters Score -3958458 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3959499.000000 Penalty: 3465.294922
	Iteration 10Q: 3 clusters Score -3959499 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3959861.500000 Penalty: 3465.294922
	Iteration 11Q: 3 clusters Score -3959862 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42518 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -3959980.000000 Penalty: 3465.294922
	Iteration 12Q: 3 clusters Score -3959980 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -3960035.000000 Penalty: 3465.294922
	Iteration 13Q: 3 clusters Score -3960035 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3960072.000000 Penalty: 3465.294922
	Iteration 14Q: 3 clusters Score -3960072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42582 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -3960087.000000 Penalty: 3465.294922
	Iteration 15Q: 3 clusters Score -3960087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -3960095.500000 Penalty: 3465.294922
	Iteration 16Q: 3 clusters Score -3960096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -3960106.500000 Penalty: 3465.294922
	Iteration 17Q: 3 clusters Score -3960106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -3960113.250000 Penalty: 3465.294922
	Iteration 18Q: 3 clusters Score -3960113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -3960114.750000 Penalty: 3465.294922
	Iteration 19Q: 3 clusters Score -3960115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -3960118.000000 Penalty: 3465.294922
	Iteration 20F: 3 clusters Score -3960118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -3960125.500000 Penalty: 3465.294922
	Iteration 21Q: 3 clusters Score -3960126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -3960125.500000 Penalty: 3465.294922
	Iteration 22F: 3 clusters Score -3960126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Entering Unmasked Estep 
Score: -427109.562500 Penalty: 1380.329346
	Iteration 0F: 2 clusters Score -427109.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -423275.968750 Penalty: 2760.658691
	Iteration 0F: 3 clusters Score -423276 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -424353.375000 Penalty: 2760.658691
	Iteration 1F: 3 clusters Score -424353.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -424518.062500 Penalty: 2760.658691
	Iteration 2F: 3 clusters Score -424518.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -424656.687500 Penalty: 2760.658691
	Iteration 3F: 3 clusters Score -424656.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -424784.937500 Penalty: 2760.658691
	Iteration 4Q: 3 clusters Score -424784.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -424936.312500 Penalty: 2760.658691
	Iteration 5Q: 3 clusters Score -424936.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -425064.468750 Penalty: 2760.658691
	Iteration 6Q: 3 clusters Score -425064.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -425197.500000 Penalty: 2760.658691
	Iteration 7Q: 3 clusters Score -425197.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -425368.781250 Penalty: 2760.658691
	Iteration 8Q: 3 clusters Score -425368.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -425585.062500 Penalty: 2760.658691
	Iteration 9Q: 3 clusters Score -425585.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -425775.375000 Penalty: 2760.658691
	Iteration 10Q: 3 clusters Score -425775.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -425919.062500 Penalty: 2760.658691
	Iteration 11Q: 3 clusters Score -425919.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -426043.500000 Penalty: 2760.658691
	Iteration 12Q: 3 clusters Score -426043.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -426149.937500 Penalty: 2760.658691
	Iteration 13Q: 3 clusters Score -426149.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -426247.843750 Penalty: 2760.658691
	Iteration 14Q: 3 clusters Score -426247.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -426318.031250 Penalty: 2760.658691
	Iteration 15Q: 3 clusters Score -426318 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -426373.343750 Penalty: 2760.658691
	Iteration 16Q: 3 clusters Score -426373.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -426409.843750 Penalty: 2760.658691
	Iteration 17Q: 3 clusters Score -426409.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -426441.781250 Penalty: 2760.658691
	Iteration 18Q: 3 clusters Score -426441.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -426470.281250 Penalty: 2760.658691
	Iteration 19Q: 3 clusters Score -426470.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -426494.500000 Penalty: 2760.658691
	Iteration 20F: 3 clusters Score -426494.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -426513.937500 Penalty: 2760.658691
	Iteration 21Q: 3 clusters Score -426513.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -426528.843750 Penalty: 2760.658691
	Iteration 22Q: 3 clusters Score -426528.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -426538.187500 Penalty: 2760.658691
	Iteration 23Q: 3 clusters Score -426538.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -426545.312500 Penalty: 2760.658691
	Iteration 24Q: 3 clusters Score -426545.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -426553.343750 Penalty: 2760.658691
	Iteration 25Q: 3 clusters Score -426553.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -426561.187500 Penalty: 2760.658691
	Iteration 26Q: 3 clusters Score -426561.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -426568.156250 Penalty: 2760.658691
	Iteration 27Q: 3 clusters Score -426568.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -426578.562500 Penalty: 2760.658691
	Iteration 28Q: 3 clusters Score -426578.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -426587.156250 Penalty: 2760.658691
	Iteration 29Q: 3 clusters Score -426587.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -426597.531250 Penalty: 2760.658691
	Iteration 30Q: 3 clusters Score -426597.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -426604.531250 Penalty: 2760.658691
	Iteration 31Q: 3 clusters Score -426604.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -426607.312500 Penalty: 2760.658691
	Iteration 32Q: 3 clusters Score -426607.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -426609.281250 Penalty: 2760.658691
	Iteration 33Q: 3 clusters Score -426609.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -426613.843750 Penalty: 2760.658691
	Iteration 34Q: 3 clusters Score -426613.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -426615.937500 Penalty: 2760.658691
	Iteration 35Q: 3 clusters Score -426615.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -426618.125000 Penalty: 2760.658691
	Iteration 36Q: 3 clusters Score -426618.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -426620.781250 Penalty: 2760.658691
	Iteration 37Q: 3 clusters Score -426620.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -426624.187500 Penalty: 2760.658691
	Iteration 38Q: 3 clusters Score -426624.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -426627.500000 Penalty: 2760.658691
	Iteration 39Q: 3 clusters Score -426627.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -426629.250000 Penalty: 2760.658691
	Iteration 40F: 3 clusters Score -426629.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -426630.718750 Penalty: 2760.658691
	Iteration 41Q: 3 clusters Score -426630.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -426631.875000 Penalty: 2760.658691
	Iteration 42Q: 3 clusters Score -426631.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -426634.937500 Penalty: 2760.658691
	Iteration 43Q: 3 clusters Score -426634.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -426634.906250 Penalty: 2760.658691
	Iteration 44Q: 3 clusters Score -426634.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -426636.281250 Penalty: 2760.658691
	Iteration 45Q: 3 clusters Score -426636.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -426638.312500 Penalty: 2760.658691
	Iteration 46Q: 3 clusters Score -426638.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -426638.687500 Penalty: 2760.658691
	Iteration 47Q: 3 clusters Score -426638.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -426639.468750 Penalty: 2760.658691
	Iteration 48Q: 3 clusters Score -426639.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -426640.593750 Penalty: 2760.658691
	Iteration 49Q: 3 clusters Score -426640.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -426640.968750 Penalty: 2760.658691
	Iteration 50Q: 3 clusters Score -426641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -426642.593750 Penalty: 2760.658691
	Iteration 51Q: 3 clusters Score -426642.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -426643.375000 Penalty: 2760.658691
	Iteration 52Q: 3 clusters Score -426643.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -426643.375000 Penalty: 2760.658691
	Iteration 53F: 3 clusters Score -426643.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Entering Unmasked Estep 
Score: -124736.984375 Penalty: 1195.395508
	Iteration 0F: 2 clusters Score -124737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -122952.179688 Penalty: 2390.791016
	Iteration 0F: 3 clusters Score -122952.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -123568.335938 Penalty: 2390.791016
	Iteration 1F: 3 clusters Score -123568.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -123893.781250 Penalty: 2390.791016
	Iteration 2F: 3 clusters Score -123893.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -124122.281250 Penalty: 2390.791016
	Iteration 3F: 3 clusters Score -124122.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -124258.562500 Penalty: 2390.791016
	Iteration 4F: 3 clusters Score -124258.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -124331.234375 Penalty: 2390.791016
	Iteration 5Q: 3 clusters Score -124331.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -124390.664062 Penalty: 2390.791016
	Iteration 6Q: 3 clusters Score -124390.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -124417.960938 Penalty: 2390.791016
	Iteration 7Q: 3 clusters Score -124418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -124436.023438 Penalty: 2390.791016
	Iteration 8Q: 3 clusters Score -124436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -124441.554688 Penalty: 2390.791016
	Iteration 9Q: 3 clusters Score -124441.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -124446.328125 Penalty: 2390.791016
	Iteration 10Q: 3 clusters Score -124446.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -124450.742188 Penalty: 2390.791016
	Iteration 11Q: 3 clusters Score -124450.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -124454.250000 Penalty: 2390.791016
	Iteration 12Q: 3 clusters Score -124454.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -124456.445312 Penalty: 2390.791016
	Iteration 13Q: 3 clusters Score -124456.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -124458.820312 Penalty: 2390.791016
	Iteration 14Q: 3 clusters Score -124458.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -124459.851562 Penalty: 2390.791016
	Iteration 15Q: 3 clusters Score -124459.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -124460.960938 Penalty: 2390.791016
	Iteration 16Q: 3 clusters Score -124461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -124464.093750 Penalty: 2390.791016
	Iteration 17Q: 3 clusters Score -124464.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -124468.070312 Penalty: 2390.791016
	Iteration 18Q: 3 clusters Score -124468.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -124475.382812 Penalty: 2390.791016
	Iteration 19Q: 3 clusters Score -124475.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -124480.437500 Penalty: 2390.791016
	Iteration 20F: 3 clusters Score -124480.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -124481.054688 Penalty: 2390.791016
	Iteration 21Q: 3 clusters Score -124481.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -124482.585938 Penalty: 2390.791016
	Iteration 22Q: 3 clusters Score -124482.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -124482.585938 Penalty: 2390.791016
	Iteration 23F: 3 clusters Score -124482.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Entering Unmasked Estep 
Score: -1463252.625000 Penalty: 1589.280762
	Iteration 0F: 2 clusters Score -1463253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1451067.875000 Penalty: 3178.561523
	Iteration 0F: 3 clusters Score -1451068 nChanged 8024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1455749.250000 Penalty: 3178.561523
	Iteration 1F: 3 clusters Score -1455749 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1456272.125000 Penalty: 3178.561523
	Iteration 2F: 3 clusters Score -1456272 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1456739.375000 Penalty: 3178.561523
	Iteration 3F: 3 clusters Score -1456739 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1457189.250000 Penalty: 3178.561523
	Iteration 4F: 3 clusters Score -1457189 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1457633.250000 Penalty: 3178.561523
	Iteration 5Q: 3 clusters Score -1457633 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1458107.250000 Penalty: 3178.561523
	Iteration 6F: 3 clusters Score -1458107 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1458563.750000 Penalty: 3178.561523
	Iteration 7Q: 3 clusters Score -1458564 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1459017.125000 Penalty: 3178.561523
	Iteration 8Q: 3 clusters Score -1459017 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1459452.500000 Penalty: 3178.561523
	Iteration 9Q: 3 clusters Score -1459452 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1459851.375000 Penalty: 3178.561523
	Iteration 10Q: 3 clusters Score -1459851 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1460196.750000 Penalty: 3178.561523
	Iteration 11Q: 3 clusters Score -1460197 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1460437.750000 Penalty: 3178.561523
	Iteration 12Q: 3 clusters Score -1460438 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1460614.125000 Penalty: 3178.561523
	Iteration 13Q: 3 clusters Score -1460614 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1460748.750000 Penalty: 3178.561523
	Iteration 14Q: 3 clusters Score -1460749 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1460834.875000 Penalty: 3178.561523
	Iteration 15Q: 3 clusters Score -1460835 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1460932.000000 Penalty: 3178.561523
	Iteration 16Q: 3 clusters Score -1460932 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1461025.750000 Penalty: 3178.561523
	Iteration 17Q: 3 clusters Score -1461026 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1461136.500000 Penalty: 3178.561523
	Iteration 18Q: 3 clusters Score -1461136 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1461235.125000 Penalty: 3178.561523
	Iteration 19Q: 3 clusters Score -1461235 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1461317.625000 Penalty: 3178.561523
	Iteration 20F: 3 clusters Score -1461318 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1461389.875000 Penalty: 3178.561523
	Iteration 21Q: 3 clusters Score -1461390 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1461451.625000 Penalty: 3178.561523
	Iteration 22Q: 3 clusters Score -1461452 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1461509.500000 Penalty: 3178.561523
	Iteration 23Q: 3 clusters Score -1461510 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1461582.375000 Penalty: 3178.561523
	Iteration 24Q: 3 clusters Score -1461582 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1461650.625000 Penalty: 3178.561523
	Iteration 25Q: 3 clusters Score -1461651 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1461709.500000 Penalty: 3178.561523
	Iteration 26Q: 3 clusters Score -1461710 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1461751.250000 Penalty: 3178.561523
	Iteration 27Q: 3 clusters Score -1461751 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1461789.500000 Penalty: 3178.561523
	Iteration 28Q: 3 clusters Score -1461790 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1461831.125000 Penalty: 3178.561523
	Iteration 29Q: 3 clusters Score -1461831 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1461868.125000 Penalty: 3178.561523
	Iteration 30Q: 3 clusters Score -1461868 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1461901.875000 Penalty: 3178.561523
	Iteration 31Q: 3 clusters Score -1461902 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1461935.250000 Penalty: 3178.561523
	Iteration 32Q: 3 clusters Score -1461935 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1461957.750000 Penalty: 3178.561523
	Iteration 33Q: 3 clusters Score -1461958 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1461978.250000 Penalty: 3178.561523
	Iteration 34Q: 3 clusters Score -1461978 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1462004.375000 Penalty: 3178.561523
	Iteration 35Q: 3 clusters Score -1462004 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1462031.250000 Penalty: 3178.561523
	Iteration 36Q: 3 clusters Score -1462031 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1462056.500000 Penalty: 3178.561523
	Iteration 37Q: 3 clusters Score -1462056 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1462086.375000 Penalty: 3178.561523
	Iteration 38Q: 3 clusters Score -1462086 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1462115.625000 Penalty: 3178.561523
	Iteration 39Q: 3 clusters Score -1462116 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1462147.875000 Penalty: 3178.561523
	Iteration 40F: 3 clusters Score -1462148 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1462175.125000 Penalty: 3178.561523
	Iteration 41Q: 3 clusters Score -1462175 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1462194.500000 Penalty: 3178.561523
	Iteration 42Q: 3 clusters Score -1462194 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1462200.750000 Penalty: 3178.561523
	Iteration 43Q: 3 clusters Score -1462201 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1462216.000000 Penalty: 3178.561523
	Iteration 44Q: 3 clusters Score -1462216 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1462228.250000 Penalty: 3178.561523
	Iteration 45Q: 3 clusters Score -1462228 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1462239.250000 Penalty: 3178.561523
	Iteration 46Q: 3 clusters Score -1462239 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1462252.750000 Penalty: 3178.561523
	Iteration 47Q: 3 clusters Score -1462253 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1462267.625000 Penalty: 3178.561523
	Iteration 48Q: 3 clusters Score -1462268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1462275.750000 Penalty: 3178.561523
	Iteration 49Q: 3 clusters Score -1462276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1462284.375000 Penalty: 3178.561523
	Iteration 50Q: 3 clusters Score -1462284 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1462295.000000 Penalty: 3178.561523
	Iteration 51Q: 3 clusters Score -1462295 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1462314.875000 Penalty: 3178.561523
	Iteration 52Q: 3 clusters Score -1462315 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1462339.250000 Penalty: 3178.561523
	Iteration 53Q: 3 clusters Score -1462339 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1462357.250000 Penalty: 3178.561523
	Iteration 54Q: 3 clusters Score -1462357 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1462382.125000 Penalty: 3178.561523
	Iteration 55Q: 3 clusters Score -1462382 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1462415.875000 Penalty: 3178.561523
	Iteration 56Q: 3 clusters Score -1462416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1462451.500000 Penalty: 3178.561523
	Iteration 57Q: 3 clusters Score -1462452 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1462460.375000 Penalty: 3178.561523
	Iteration 58Q: 3 clusters Score -1462460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1462473.750000 Penalty: 3178.561523
	Iteration 59Q: 3 clusters Score -1462474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1462487.125000 Penalty: 3178.561523
	Iteration 60F: 3 clusters Score -1462487 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1462504.500000 Penalty: 3178.561523
	Iteration 61Q: 3 clusters Score -1462504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1462525.500000 Penalty: 3178.561523
	Iteration 62Q: 3 clusters Score -1462526 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1462557.500000 Penalty: 3178.561523
	Iteration 63Q: 3 clusters Score -1462558 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1462582.750000 Penalty: 3178.561523
	Iteration 64Q: 3 clusters Score -1462583 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1462604.625000 Penalty: 3178.561523
	Iteration 65Q: 3 clusters Score -1462605 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1462615.750000 Penalty: 3178.561523
	Iteration 66Q: 3 clusters Score -1462616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1462619.500000 Penalty: 3178.561523
	Iteration 67Q: 3 clusters Score -1462620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1462626.875000 Penalty: 3178.561523
	Iteration 68Q: 3 clusters Score -1462627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1462630.250000 Penalty: 3178.561523
	Iteration 69Q: 3 clusters Score -1462630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1462633.375000 Penalty: 3178.561523
	Iteration 70Q: 3 clusters Score -1462633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1462634.375000 Penalty: 3178.561523
	Iteration 71Q: 3 clusters Score -1462634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1462636.125000 Penalty: 3178.561523
	Iteration 72Q: 3 clusters Score -1462636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1462636.875000 Penalty: 3178.561523
	Iteration 73Q: 3 clusters Score -1462637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1462637.250000 Penalty: 3178.561523
	Iteration 74Q: 3 clusters Score -1462637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1462637.750000 Penalty: 3178.561523
	Iteration 75Q: 3 clusters Score -1462638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1462638.375000 Penalty: 3178.561523
	Iteration 76Q: 3 clusters Score -1462638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1462638.375000 Penalty: 3178.561523
	Iteration 77Q: 3 clusters Score -1462638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1462639.750000 Penalty: 3178.561523
	Iteration 78Q: 3 clusters Score -1462640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1462639.250000 Penalty: 3178.561523
	Iteration 79Q: 3 clusters Score -1462639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1462639.250000 Penalty: 3178.561523
	Iteration 80F: 3 clusters Score -1462639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Entering Unmasked Estep 
Score: -1647609.250000 Penalty: 1610.216187
	Iteration 0F: 2 clusters Score -1647609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1634004.250000 Penalty: 3220.432373
	Iteration 0F: 3 clusters Score -1634004 nChanged 9046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1638989.875000 Penalty: 3220.432373
	Iteration 1F: 3 clusters Score -1638990 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1639617.750000 Penalty: 3220.432373
	Iteration 2F: 3 clusters Score -1639618 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1640214.625000 Penalty: 3220.432373
	Iteration 3F: 3 clusters Score -1640215 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1640831.500000 Penalty: 3220.432373
	Iteration 4F: 3 clusters Score -1640832 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1641489.000000 Penalty: 3220.432373
	Iteration 5F: 3 clusters Score -1641489 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1642217.625000 Penalty: 3220.432373
	Iteration 6F: 3 clusters Score -1642218 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1642886.375000 Penalty: 3220.432373
	Iteration 7F: 3 clusters Score -1642886 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1643513.750000 Penalty: 3220.432373
	Iteration 8Q: 3 clusters Score -1643514 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1644052.875000 Penalty: 3220.432373
	Iteration 9Q: 3 clusters Score -1644053 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1644562.750000 Penalty: 3220.432373
	Iteration 10Q: 3 clusters Score -1644563 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1644965.500000 Penalty: 3220.432373
	Iteration 11Q: 3 clusters Score -1644966 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1645287.625000 Penalty: 3220.432373
	Iteration 12Q: 3 clusters Score -1645288 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1645491.500000 Penalty: 3220.432373
	Iteration 13Q: 3 clusters Score -1645492 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1645668.125000 Penalty: 3220.432373
	Iteration 14Q: 3 clusters Score -1645668 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1645823.125000 Penalty: 3220.432373
	Iteration 15Q: 3 clusters Score -1645823 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1645959.375000 Penalty: 3220.432373
	Iteration 16Q: 3 clusters Score -1645959 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1646106.000000 Penalty: 3220.432373
	Iteration 17Q: 3 clusters Score -1646106 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1646244.375000 Penalty: 3220.432373
	Iteration 18Q: 3 clusters Score -1646244 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1646374.500000 Penalty: 3220.432373
	Iteration 19Q: 3 clusters Score -1646374 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1646508.250000 Penalty: 3220.432373
	Iteration 20F: 3 clusters Score -1646508 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1646618.000000 Penalty: 3220.432373
	Iteration 21Q: 3 clusters Score -1646618 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1646705.500000 Penalty: 3220.432373
	Iteration 22Q: 3 clusters Score -1646706 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1646750.125000 Penalty: 3220.432373
	Iteration 23Q: 3 clusters Score -1646750 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1646773.250000 Penalty: 3220.432373
	Iteration 24Q: 3 clusters Score -1646773 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1646798.375000 Penalty: 3220.432373
	Iteration 25Q: 3 clusters Score -1646798 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1646823.625000 Penalty: 3220.432373
	Iteration 26Q: 3 clusters Score -1646824 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1646852.875000 Penalty: 3220.432373
	Iteration 27Q: 3 clusters Score -1646853 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1646870.250000 Penalty: 3220.432373
	Iteration 28Q: 3 clusters Score -1646870 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1646898.875000 Penalty: 3220.432373
	Iteration 29Q: 3 clusters Score -1646899 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1646917.500000 Penalty: 3220.432373
	Iteration 30Q: 3 clusters Score -1646918 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1646933.375000 Penalty: 3220.432373
	Iteration 31Q: 3 clusters Score -1646933 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1646945.000000 Penalty: 3220.432373
	Iteration 32Q: 3 clusters Score -1646945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1646954.500000 Penalty: 3220.432373
	Iteration 33Q: 3 clusters Score -1646954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1646957.250000 Penalty: 3220.432373
	Iteration 34Q: 3 clusters Score -1646957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1646962.000000 Penalty: 3220.432373
	Iteration 35Q: 3 clusters Score -1646962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1646968.250000 Penalty: 3220.432373
	Iteration 36Q: 3 clusters Score -1646968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1646977.375000 Penalty: 3220.432373
	Iteration 37Q: 3 clusters Score -1646977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1646980.875000 Penalty: 3220.432373
	Iteration 38Q: 3 clusters Score -1646981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1646986.875000 Penalty: 3220.432373
	Iteration 39Q: 3 clusters Score -1646987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1646990.875000 Penalty: 3220.432373
	Iteration 40F: 3 clusters Score -1646991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1646991.000000 Penalty: 3220.432373
	Iteration 41Q: 3 clusters Score -1646991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1646995.250000 Penalty: 3220.432373
	Iteration 42Q: 3 clusters Score -1646995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1646997.500000 Penalty: 3220.432373
	Iteration 43Q: 3 clusters Score -1646998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1647003.750000 Penalty: 3220.432373
	Iteration 44Q: 3 clusters Score -1647004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1647007.750000 Penalty: 3220.432373
	Iteration 45Q: 3 clusters Score -1647008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1647011.875000 Penalty: 3220.432373
	Iteration 46Q: 3 clusters Score -1647012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1647015.750000 Penalty: 3220.432373
	Iteration 47Q: 3 clusters Score -1647016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1647014.625000 Penalty: 3220.432373
	Iteration 48Q: 3 clusters Score -1647015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1647016.000000 Penalty: 3220.432373
	Iteration 49Q: 3 clusters Score -1647016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1647016.250000 Penalty: 3220.432373
	Iteration 50Q: 3 clusters Score -1647016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1647016.500000 Penalty: 3220.432373
	Iteration 51Q: 3 clusters Score -1647016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1647019.375000 Penalty: 3220.432373
	Iteration 52Q: 3 clusters Score -1647019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1647021.250000 Penalty: 3220.432373
	Iteration 53Q: 3 clusters Score -1647021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1647024.500000 Penalty: 3220.432373
	Iteration 54Q: 3 clusters Score -1647024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1647024.000000 Penalty: 3220.432373
	Iteration 55Q: 3 clusters Score -1647024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1647025.625000 Penalty: 3220.432373
	Iteration 56Q: 3 clusters Score -1647026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1647022.875000 Penalty: 3220.432373
	Iteration 57Q: 3 clusters Score -1647023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1647022.875000 Penalty: 3220.432373
	Iteration 58F: 3 clusters Score -1647023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (82924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82924 members 
Entering Unmasked Estep 
Score: -7663933.000000 Penalty: 1840.422974
	Iteration 0F: 2 clusters Score -7663933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -7608371.500000 Penalty: 3680.845947
	Iteration 0F: 3 clusters Score -7608372 nChanged 39602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -7630765.000000 Penalty: 3680.845947
	Iteration 1F: 3 clusters Score -7630765 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -7631354.000000 Penalty: 3680.845947
	Iteration 2Q: 3 clusters Score -7631354 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -7631908.500000 Penalty: 3680.845947
	Iteration 3Q: 3 clusters Score -7631908 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 42305 members 
Entering Unmasked Estep 
Score: -7632404.000000 Penalty: 3680.845947
	Iteration 4Q: 3 clusters Score -7632404 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 42796 members 
Entering Unmasked Estep 
Score: -7632969.000000 Penalty: 3680.845947
	Iteration 5Q: 3 clusters Score -7632969 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -7633685.500000 Penalty: 3680.845947
	Iteration 6Q: 3 clusters Score -7633686 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -7634625.500000 Penalty: 3680.845947
	Iteration 7Q: 3 clusters Score -7634626 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -7635985.000000 Penalty: 3680.845947
	Iteration 8Q: 3 clusters Score -7635985 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 48322 members 
Entering Unmasked Estep 
Score: -7638062.000000 Penalty: 3680.845947
	Iteration 9Q: 3 clusters Score -7638062 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 50935 members 
Entering Unmasked Estep 
Score: -7640950.500000 Penalty: 3680.845947
	Iteration 10F: 3 clusters Score -7640950 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 53781 members 
Entering Unmasked Estep 
Score: -7644540.000000 Penalty: 3680.845947
	Iteration 11F: 3 clusters Score -7644540 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 56446 members 
Entering Unmasked Estep 
Score: -7647883.000000 Penalty: 3680.845947
	Iteration 12F: 3 clusters Score -7647883 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 58581 members 
Entering Unmasked Estep 
Score: -7650339.500000 Penalty: 3680.845947
	Iteration 13Q: 3 clusters Score -7650340 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 60221 members 
Entering Unmasked Estep 
Score: -7651909.500000 Penalty: 3680.845947
	Iteration 14Q: 3 clusters Score -7651910 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 61695 members 
Entering Unmasked Estep 
Score: -7652935.500000 Penalty: 3680.845947
	Iteration 15Q: 3 clusters Score -7652936 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 63178 members 
Entering Unmasked Estep 
Score: -7653755.500000 Penalty: 3680.845947
	Iteration 16Q: 3 clusters Score -7653756 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 64679 members 
Entering Unmasked Estep 
Score: -7654402.000000 Penalty: 3680.845947
	Iteration 17Q: 3 clusters Score -7654402 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 66241 members 
Entering Unmasked Estep 
Score: -7655139.500000 Penalty: 3680.845947
	Iteration 18Q: 3 clusters Score -7655140 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 67772 members 
Entering Unmasked Estep 
Score: -7655908.000000 Penalty: 3680.845947
	Iteration 19Q: 3 clusters Score -7655908 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 69328 members 
Entering Unmasked Estep 
Score: -7656713.500000 Penalty: 3680.845947
	Iteration 20F: 3 clusters Score -7656714 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 70814 members 
Entering Unmasked Estep 
Score: -7657526.000000 Penalty: 3680.845947
	Iteration 21Q: 3 clusters Score -7657526 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 72281 members 
Entering Unmasked Estep 
Score: -7658458.500000 Penalty: 3680.845947
	Iteration 22Q: 3 clusters Score -7658458 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 73699 members 
Entering Unmasked Estep 
Score: -7659413.000000 Penalty: 3680.845947
	Iteration 23Q: 3 clusters Score -7659413 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 74964 members 
Entering Unmasked Estep 
Score: -7660328.500000 Penalty: 3680.845947
	Iteration 24Q: 3 clusters Score -7660328 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 76057 members 
Entering Unmasked Estep 
Score: -7661152.000000 Penalty: 3680.845947
	Iteration 25Q: 3 clusters Score -7661152 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 76950 members 
Entering Unmasked Estep 
Score: -7661886.000000 Penalty: 3680.845947
	Iteration 26Q: 3 clusters Score -7661886 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 77658 members 
Entering Unmasked Estep 
Score: -7662469.500000 Penalty: 3680.845947
	Iteration 27Q: 3 clusters Score -7662470 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 78168 members 
Entering Unmasked Estep 
Score: -7662810.500000 Penalty: 3680.845947
	Iteration 28Q: 3 clusters Score -7662810 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 78532 members 
Entering Unmasked Estep 
Score: -7663016.500000 Penalty: 3680.845947
	Iteration 29Q: 3 clusters Score -7663016 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 78797 members 
Entering Unmasked Estep 
Score: -7663126.500000 Penalty: 3680.845947
	Iteration 30Q: 3 clusters Score -7663126 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 78974 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7663176 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 79128 members 
Entering Unmasked Estep 
Score: -7663227.000000 Penalty: 3680.845947
	Iteration 32Q: 3 clusters Score -7663227 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 79257 members 
Entering Unmasked Estep 
Score: -7663254.000000 Penalty: 3680.845947
	Iteration 33Q: 3 clusters Score -7663254 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 79348 members 
Entering Unmasked Estep 
Score: -7663267.500000 Penalty: 3680.845947
	Iteration 34Q: 3 clusters Score -7663268 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 79427 members 
Entering Unmasked Estep 
Score: -7663271.000000 Penalty: 3680.845947
	Iteration 35Q: 3 clusters Score -7663271 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 79502 members 
Entering Unmasked Estep 
Score: -7663290.000000 Penalty: 3680.845947
	Iteration 36Q: 3 clusters Score -7663290 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 79574 members 
Entering Unmasked Estep 
Score: -7663288.500000 Penalty: 3680.845947
	Iteration 37Q: 3 clusters Score -7663288 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 79637 members 
Entering Unmasked Estep 
Score: -7663305.000000 Penalty: 3680.845947
	Iteration 38Q: 3 clusters Score -7663305 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 79691 members 
Entering Unmasked Estep 
Score: -7663308.500000 Penalty: 3680.845947
	Iteration 39Q: 3 clusters Score -7663308 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 79727 members 
Entering Unmasked Estep 
Score: -7663309.000000 Penalty: 3680.845947
	Iteration 40F: 3 clusters Score -7663309 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 79757 members 
Entering Unmasked Estep 
Score: -7663312.000000 Penalty: 3680.845947
	Iteration 41Q: 3 clusters Score -7663312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 79778 members 
Entering Unmasked Estep 
Score: -7663317.000000 Penalty: 3680.845947
	Iteration 42Q: 3 clusters Score -7663317 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 79798 members 
Entering Unmasked Estep 
Score: -7663321.000000 Penalty: 3680.845947
	Iteration 43Q: 3 clusters Score -7663321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 79812 members 
Entering Unmasked Estep 
Score: -7663326.000000 Penalty: 3680.845947
	Iteration 44Q: 3 clusters Score -7663326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 79827 members 
Entering Unmasked Estep 
Score: -7663330.500000 Penalty: 3680.845947
	Iteration 45Q: 3 clusters Score -7663330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 79845 members 
Entering Unmasked Estep 
Score: -7663330.500000 Penalty: 3680.845947
	Iteration 46Q: 3 clusters Score -7663330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 79862 members 
Entering Unmasked Estep 
Score: -7663326.500000 Penalty: 3680.845947
	Iteration 47Q: 3 clusters Score -7663326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 79880 members 
Entering Unmasked Estep 
Score: -7663314.000000 Penalty: 3680.845947
	Iteration 48Q: 3 clusters Score -7663314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 79901 members 
Entering Unmasked Estep 
Score: -7663316.000000 Penalty: 3680.845947
	Iteration 49Q: 3 clusters Score -7663316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 79919 members 
Entering Unmasked Estep 
Score: -7663317.500000 Penalty: 3680.845947
	Iteration 50Q: 3 clusters Score -7663318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 79940 members 
Entering Unmasked Estep 
Score: -7663338.000000 Penalty: 3680.845947
	Iteration 51Q: 3 clusters Score -7663338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 79958 members 
Entering Unmasked Estep 
Score: -7663344.000000 Penalty: 3680.845947
	Iteration 52Q: 3 clusters Score -7663344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 79973 members 
Entering Unmasked Estep 
Score: -7663348.500000 Penalty: 3680.845947
	Iteration 53Q: 3 clusters Score -7663348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 79991 members 
Entering Unmasked Estep 
Score: -7663351.000000 Penalty: 3680.845947
	Iteration 54Q: 3 clusters Score -7663351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 80001 members 
Entering Unmasked Estep 
Score: -7663352.500000 Penalty: 3680.845947
	Iteration 55Q: 3 clusters Score -7663352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 80006 members 
Entering Unmasked Estep 
Score: -7663353.500000 Penalty: 3680.845947
	Iteration 56Q: 3 clusters Score -7663354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 80012 members 
Entering Unmasked Estep 
Score: -7663352.000000 Penalty: 3680.845947
	Iteration 57Q: 3 clusters Score -7663352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 80015 members 
Entering Unmasked Estep 
Score: -7663350.000000 Penalty: 3680.845947
	Iteration 58Q: 3 clusters Score -7663350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 80022 members 
Entering Unmasked Estep 
Score: -7663351.000000 Penalty: 3680.845947
	Iteration 59Q: 3 clusters Score -7663351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 80028 members 
Entering Unmasked Estep 
Score: -7663350.500000 Penalty: 3680.845947
	Iteration 60F: 3 clusters Score -7663350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 80032 members 
Entering Unmasked Estep 
Score: -7663344.500000 Penalty: 3680.845947
	Iteration 61Q: 3 clusters Score -7663344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 80034 members 
Entering Unmasked Estep 
Score: -7663347.000000 Penalty: 3680.845947
	Iteration 62Q: 3 clusters Score -7663347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 80039 members 
Entering Unmasked Estep 
Score: -7663348.000000 Penalty: 3680.845947
	Iteration 63Q: 3 clusters Score -7663348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 80043 members 
Entering Unmasked Estep 
Score: -7663348.500000 Penalty: 3680.845947
	Iteration 64Q: 3 clusters Score -7663348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 80047 members 
Entering Unmasked Estep 
Score: -7663348.000000 Penalty: 3680.845947
	Iteration 65Q: 3 clusters Score -7663348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 80050 members 
Entering Unmasked Estep 
Score: -7663346.500000 Penalty: 3680.845947
	Iteration 66Q: 3 clusters Score -7663346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 80055 members 
Entering Unmasked Estep 
Score: -7663350.500000 Penalty: 3680.845947
	Iteration 67Q: 3 clusters Score -7663350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 80062 members 
Entering Unmasked Estep 
Score: -7663348.500000 Penalty: 3680.845947
	Iteration 68Q: 3 clusters Score -7663348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 80065 members 
Entering Unmasked Estep 
Score: -7663352.500000 Penalty: 3680.845947
	Iteration 69Q: 3 clusters Score -7663352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 80072 members 
Entering Unmasked Estep 
Score: -7663357.000000 Penalty: 3680.845947
	Iteration 70Q: 3 clusters Score -7663357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 80078 members 
Entering Unmasked Estep 
Score: -7663353.500000 Penalty: 3680.845947
	Iteration 71Q: 3 clusters Score -7663354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 80083 members 
Entering Unmasked Estep 
Score: -7663355.000000 Penalty: 3680.845947
	Iteration 72Q: 3 clusters Score -7663355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 80086 members 
Entering Unmasked Estep 
Score: -7663357.000000 Penalty: 3680.845947
	Iteration 73Q: 3 clusters Score -7663357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 80091 members 
Entering Unmasked Estep 
Score: -7663363.000000 Penalty: 3680.845947
	Iteration 74Q: 3 clusters Score -7663363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 80095 members 
Entering Unmasked Estep 
Score: -7663356.500000 Penalty: 3680.845947
	Iteration 75Q: 3 clusters Score -7663356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 80105 members 
Entering Unmasked Estep 
Score: -7663354.000000 Penalty: 3680.845947
	Iteration 76Q: 3 clusters Score -7663354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 80122 members 
Entering Unmasked Estep 
Score: -7663369.000000 Penalty: 3680.845947
	Iteration 77Q: 3 clusters Score -7663369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 80133 members 
Entering Unmasked Estep 
Score: -7663375.000000 Penalty: 3680.845947
	Iteration 78Q: 3 clusters Score -7663375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 80144 members 
Entering Unmasked Estep 
Score: -7663369.000000 Penalty: 3680.845947
	Iteration 79Q: 3 clusters Score -7663369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 80150 members 
Entering Unmasked Estep 
Score: -7663364.000000 Penalty: 3680.845947
	Iteration 80F: 3 clusters Score -7663364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 80154 members 
Entering Unmasked Estep 
Score: -7663363.000000 Penalty: 3680.845947
	Iteration 81Q: 3 clusters Score -7663363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 80159 members 
Entering Unmasked Estep 
Score: -7663357.500000 Penalty: 3680.845947
	Iteration 82Q: 3 clusters Score -7663358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 80165 members 
Entering Unmasked Estep 
Score: -7663350.000000 Penalty: 3680.845947
	Iteration 83Q: 3 clusters Score -7663350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 80169 members 
Entering Unmasked Estep 
Score: -7663352.500000 Penalty: 3680.845947
	Iteration 84Q: 3 clusters Score -7663352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 80173 members 
Entering Unmasked Estep 
Score: -7663348.000000 Penalty: 3680.845947
	Iteration 85Q: 3 clusters Score -7663348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 80174 members 
Entering Unmasked Estep 
Score: -7663349.000000 Penalty: 3680.845947
	Iteration 86Q: 3 clusters Score -7663349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 80176 members 
Entering Unmasked Estep 
Score: -7663350.000000 Penalty: 3680.845947
	Iteration 87Q: 3 clusters Score -7663350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 80178 members 
Entering Unmasked Estep 
Score: -7663349.500000 Penalty: 3680.845947
	Iteration 88Q: 3 clusters Score -7663350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 80181 members 
Entering Unmasked Estep 
Score: -7663347.000000 Penalty: 3680.845947
	Iteration 89Q: 3 clusters Score -7663347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 80185 members 
Entering Unmasked Estep 
Score: -7663343.500000 Penalty: 3680.845947
	Iteration 90Q: 3 clusters Score -7663344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 80189 members 
Entering Unmasked Estep 
Score: -7663346.500000 Penalty: 3680.845947
	Iteration 91Q: 3 clusters Score -7663346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 80189 members 
Entering Unmasked Estep 
Score: -7663340.000000 Penalty: 3680.845947
	Iteration 92Q: 3 clusters Score -7663340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 80192 members 
Entering Unmasked Estep 
Score: -7663343.500000 Penalty: 3680.845947
	Iteration 93Q: 3 clusters Score -7663344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 80194 members 
Entering Unmasked Estep 
Score: -7663339.000000 Penalty: 3680.845947
	Iteration 94Q: 3 clusters Score -7663339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 80197 members 
Entering Unmasked Estep 
Score: -7663341.500000 Penalty: 3680.845947
	Iteration 95Q: 3 clusters Score -7663342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 80202 members 
Entering Unmasked Estep 
Score: -7663345.500000 Penalty: 3680.845947
	Iteration 96Q: 3 clusters Score -7663346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 80206 members 
Entering Unmasked Estep 
Score: -7663349.500000 Penalty: 3680.845947
	Iteration 97Q: 3 clusters Score -7663350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 80212 members 
Entering Unmasked Estep 
Score: -7663347.500000 Penalty: 3680.845947
	Iteration 98Q: 3 clusters Score -7663348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 80215 members 
Entering Unmasked Estep 
Score: -7663350.000000 Penalty: 3680.845947
	Iteration 99Q: 3 clusters Score -7663350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 80221 members 
Entering Unmasked Estep 
Score: -7663346.000000 Penalty: 3680.845947
	Iteration 100F: 3 clusters Score -7663346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 80229 members 
Entering Unmasked Estep 
Score: -7663342.500000 Penalty: 3680.845947
	Iteration 101Q: 3 clusters Score -7663342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 80234 members 
Entering Unmasked Estep 
Score: -7663343.000000 Penalty: 3680.845947
	Iteration 102Q: 3 clusters Score -7663343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 80240 members 
Entering Unmasked Estep 
Score: -7663345.500000 Penalty: 3680.845947
	Iteration 103Q: 3 clusters Score -7663346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 80244 members 
Entering Unmasked Estep 
Score: -7663351.000000 Penalty: 3680.845947
	Iteration 104Q: 3 clusters Score -7663351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 80245 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7663344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 80246 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7663345 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 80246 members 
Entering Unmasked Estep 
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	Iteration 107F: 3 clusters Score -7663345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (60584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60584 members 
Entering Unmasked Estep 
Score: -5552775.500000 Penalty: 1789.415283
	Iteration 0F: 2 clusters Score -5552776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -5512066.000000 Penalty: 3578.830566
	Iteration 0F: 3 clusters Score -5512066 nChanged 28775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -5528318.500000 Penalty: 3578.830566
	Iteration 1F: 3 clusters Score -5528318 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -5528738 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -5529217.000000 Penalty: 3578.830566
	Iteration 3Q: 3 clusters Score -5529217 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -5529845.500000 Penalty: 3578.830566
	Iteration 4Q: 3 clusters Score -5529846 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -5530661.500000 Penalty: 3578.830566
	Iteration 5Q: 3 clusters Score -5530662 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -5531717.500000 Penalty: 3578.830566
	Iteration 6Q: 3 clusters Score -5531718 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -5533428.000000 Penalty: 3578.830566
	Iteration 7F: 3 clusters Score -5533428 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -5535636.500000 Penalty: 3578.830566
	Iteration 8F: 3 clusters Score -5535636 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43380 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -5538136.000000 Penalty: 3578.830566
	Iteration 9F: 3 clusters Score -5538136 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46783 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -5540568.000000 Penalty: 3578.830566
	Iteration 10F: 3 clusters Score -5540568 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50019 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -5542843.500000 Penalty: 3578.830566
	Iteration 11F: 3 clusters Score -5542844 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52987 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -5545042.000000 Penalty: 3578.830566
	Iteration 12Q: 3 clusters Score -5545042 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55589 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -5547020.500000 Penalty: 3578.830566
	Iteration 13Q: 3 clusters Score -5547020 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57586 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -5548702.500000 Penalty: 3578.830566
	Iteration 14Q: 3 clusters Score -5548702 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58946 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -5549890.500000 Penalty: 3578.830566
	Iteration 15Q: 3 clusters Score -5549890 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59685 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5550524.500000 Penalty: 3578.830566
	Iteration 16Q: 3 clusters Score -5550524 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60046 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5550841.000000 Penalty: 3578.830566
	Iteration 17Q: 3 clusters Score -5550841 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60209 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5551020.500000 Penalty: 3578.830566
	Iteration 18Q: 3 clusters Score -5551020 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60272 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5551115.000000 Penalty: 3578.830566
	Iteration 19Q: 3 clusters Score -5551115 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5551167.000000 Penalty: 3578.830566
	Iteration 20F: 3 clusters Score -5551167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60313 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5551181.500000 Penalty: 3578.830566
	Iteration 21Q: 3 clusters Score -5551182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60320 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5551191.000000 Penalty: 3578.830566
	Iteration 22Q: 3 clusters Score -5551191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60324 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5551195.500000 Penalty: 3578.830566
	Iteration 23Q: 3 clusters Score -5551196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60330 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5551198.000000 Penalty: 3578.830566
	Iteration 24Q: 3 clusters Score -5551198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60333 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5551194.500000 Penalty: 3578.830566
	Iteration 25Q: 3 clusters Score -5551194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60339 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5551208.000000 Penalty: 3578.830566
	Iteration 26Q: 3 clusters Score -5551208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60341 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5551212.000000 Penalty: 3578.830566
	Iteration 27Q: 3 clusters Score -5551212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60345 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5551220.000000 Penalty: 3578.830566
	Iteration 28Q: 3 clusters Score -5551220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60348 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5551220.000000 Penalty: 3578.830566
	Iteration 29Q: 3 clusters Score -5551220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60350 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5551224.000000 Penalty: 3578.830566
	Iteration 30Q: 3 clusters Score -5551224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60352 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5551225.000000 Penalty: 3578.830566
	Iteration 31Q: 3 clusters Score -5551225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60352 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5551225.000000 Penalty: 3578.830566
	Iteration 32F: 3 clusters Score -5551225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Entering Unmasked Estep 
Score: -199873.546875 Penalty: 1258.633301
	Iteration 0F: 2 clusters Score -199873.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -197589.640625 Penalty: 2517.266602
	Iteration 0F: 3 clusters Score -197589.6 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -198184.609375 Penalty: 2517.266602
	Iteration 1F: 3 clusters Score -198184.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -198376.921875 Penalty: 2517.266602
	Iteration 2F: 3 clusters Score -198376.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -198538.078125 Penalty: 2517.266602
	Iteration 3F: 3 clusters Score -198538.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -198720.078125 Penalty: 2517.266602
	Iteration 4F: 3 clusters Score -198720.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -198916.515625 Penalty: 2517.266602
	Iteration 5F: 3 clusters Score -198916.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -199120.890625 Penalty: 2517.266602
	Iteration 6F: 3 clusters Score -199120.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -199313.875000 Penalty: 2517.266602
	Iteration 7F: 3 clusters Score -199313.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -199476.859375 Penalty: 2517.266602
	Iteration 8Q: 3 clusters Score -199476.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -199592.031250 Penalty: 2517.266602
	Iteration 9Q: 3 clusters Score -199592 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -199648.484375 Penalty: 2517.266602
	Iteration 10Q: 3 clusters Score -199648.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -199673.000000 Penalty: 2517.266602
	Iteration 11Q: 3 clusters Score -199673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -199679.468750 Penalty: 2517.266602
	Iteration 12Q: 3 clusters Score -199679.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -199682.156250 Penalty: 2517.266602
	Iteration 13Q: 3 clusters Score -199682.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -199683.343750 Penalty: 2517.266602
	Iteration 14Q: 3 clusters Score -199683.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -199684.078125 Penalty: 2517.266602
	Iteration 15Q: 3 clusters Score -199684.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -199684.578125 Penalty: 2517.266602
	Iteration 16Q: 3 clusters Score -199684.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -199684.578125 Penalty: 2517.266602
	Iteration 17F: 3 clusters Score -199684.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Entering Unmasked Estep 
Score: -546035.312500 Penalty: 1423.012085
	Iteration 0F: 2 clusters Score -546035.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -541188.250000 Penalty: 2846.024170
	Iteration 0F: 3 clusters Score -541188.2 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -542621.687500 Penalty: 2846.024170
	Iteration 1F: 3 clusters Score -542621.7 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -542869.187500 Penalty: 2846.024170
	Iteration 2F: 3 clusters Score -542869.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -543105.250000 Penalty: 2846.024170
	Iteration 3F: 3 clusters Score -543105.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -543325.437500 Penalty: 2846.024170
	Iteration 4F: 3 clusters Score -543325.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -543524.312500 Penalty: 2846.024170
	Iteration 5Q: 3 clusters Score -543524.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -543726.500000 Penalty: 2846.024170
	Iteration 6Q: 3 clusters Score -543726.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -543916.312500 Penalty: 2846.024170
	Iteration 7Q: 3 clusters Score -543916.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -544094.687500 Penalty: 2846.024170
	Iteration 8Q: 3 clusters Score -544094.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -544249.312500 Penalty: 2846.024170
	Iteration 9Q: 3 clusters Score -544249.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -544365.250000 Penalty: 2846.024170
	Iteration 10Q: 3 clusters Score -544365.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -544497.437500 Penalty: 2846.024170
	Iteration 11Q: 3 clusters Score -544497.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -544629.937500 Penalty: 2846.024170
	Iteration 12Q: 3 clusters Score -544629.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -544732.625000 Penalty: 2846.024170
	Iteration 13Q: 3 clusters Score -544732.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -544836.437500 Penalty: 2846.024170
	Iteration 14Q: 3 clusters Score -544836.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -544901.062500 Penalty: 2846.024170
	Iteration 15Q: 3 clusters Score -544901.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -544941.437500 Penalty: 2846.024170
	Iteration 16Q: 3 clusters Score -544941.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -544967.750000 Penalty: 2846.024170
	Iteration 17Q: 3 clusters Score -544967.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -544987.250000 Penalty: 2846.024170
	Iteration 18Q: 3 clusters Score -544987.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -544997.625000 Penalty: 2846.024170
	Iteration 19Q: 3 clusters Score -544997.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -545007.437500 Penalty: 2846.024170
	Iteration 20F: 3 clusters Score -545007.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -545016.750000 Penalty: 2846.024170
	Iteration 21Q: 3 clusters Score -545016.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -545024.625000 Penalty: 2846.024170
	Iteration 22Q: 3 clusters Score -545024.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -545030.562500 Penalty: 2846.024170
	Iteration 23Q: 3 clusters Score -545030.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -545037.687500 Penalty: 2846.024170
	Iteration 24Q: 3 clusters Score -545037.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -545042.187500 Penalty: 2846.024170
	Iteration 25Q: 3 clusters Score -545042.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -545048.000000 Penalty: 2846.024170
	Iteration 26Q: 3 clusters Score -545048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -545051.187500 Penalty: 2846.024170
	Iteration 27Q: 3 clusters Score -545051.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -545053.062500 Penalty: 2846.024170
	Iteration 28Q: 3 clusters Score -545053.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -545055.437500 Penalty: 2846.024170
	Iteration 29Q: 3 clusters Score -545055.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -545057.250000 Penalty: 2846.024170
	Iteration 30Q: 3 clusters Score -545057.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -545061.187500 Penalty: 2846.024170
	Iteration 31Q: 3 clusters Score -545061.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -545063.375000 Penalty: 2846.024170
	Iteration 32Q: 3 clusters Score -545063.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -545063.875000 Penalty: 2846.024170
	Iteration 33Q: 3 clusters Score -545063.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -545066.500000 Penalty: 2846.024170
	Iteration 34Q: 3 clusters Score -545066.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -545066.312500 Penalty: 2846.024170
	Iteration 35Q: 3 clusters Score -545066.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -545068.562500 Penalty: 2846.024170
	Iteration 36Q: 3 clusters Score -545068.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -545070.187500 Penalty: 2846.024170
	Iteration 37Q: 3 clusters Score -545070.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -545073.250000 Penalty: 2846.024170
	Iteration 38Q: 3 clusters Score -545073.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -545075.750000 Penalty: 2846.024170
	Iteration 39Q: 3 clusters Score -545075.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -545080.000000 Penalty: 2846.024170
	Iteration 40F: 3 clusters Score -545080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -545085.500000 Penalty: 2846.024170
	Iteration 41Q: 3 clusters Score -545085.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -545089.562500 Penalty: 2846.024170
	Iteration 42Q: 3 clusters Score -545089.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -545092.187500 Penalty: 2846.024170
	Iteration 43Q: 3 clusters Score -545092.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -545095.062500 Penalty: 2846.024170
	Iteration 44Q: 3 clusters Score -545095.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -545096.250000 Penalty: 2846.024170
	Iteration 45Q: 3 clusters Score -545096.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -545096.750000 Penalty: 2846.024170
	Iteration 46Q: 3 clusters Score -545096.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -545097.875000 Penalty: 2846.024170
	Iteration 47Q: 3 clusters Score -545097.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -545099.000000 Penalty: 2846.024170
	Iteration 48Q: 3 clusters Score -545099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -545099.437500 Penalty: 2846.024170
	Iteration 49Q: 3 clusters Score -545099.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -545099.125000 Penalty: 2846.024170
	Iteration 50Q: 3 clusters Score -545099.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -545100.437500 Penalty: 2846.024170
	Iteration 51Q: 3 clusters Score -545100.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -545100.437500 Penalty: 2846.024170
	Iteration 52Q: 3 clusters Score -545100.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -545100.437500 Penalty: 2846.024170
	Iteration 53F: 3 clusters Score -545100.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Entering Unmasked Estep 
Score: -516870.281250 Penalty: 1411.325073
	Iteration 0F: 2 clusters Score -516870.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -512312.687500 Penalty: 2822.650146
	Iteration 0F: 3 clusters Score -512312.7 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -513737.937500 Penalty: 2822.650146
	Iteration 1F: 3 clusters Score -513737.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -514095.875000 Penalty: 2822.650146
	Iteration 2F: 3 clusters Score -514095.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -514430.781250 Penalty: 2822.650146
	Iteration 3F: 3 clusters Score -514430.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -514736.468750 Penalty: 2822.650146
	Iteration 4F: 3 clusters Score -514736.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -515107.343750 Penalty: 2822.650146
	Iteration 5F: 3 clusters Score -515107.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -515671.562500 Penalty: 2822.650146
	Iteration 6F: 3 clusters Score -515671.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -516240.062500 Penalty: 2822.650146
	Iteration 7F: 3 clusters Score -516240.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -516613.906250 Penalty: 2822.650146
	Iteration 8F: 3 clusters Score -516613.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -516806.281250 Penalty: 2822.650146
	Iteration 9Q: 3 clusters Score -516806.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -516914.031250 Penalty: 2822.650146
	Iteration 10Q: 3 clusters Score -516914 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -516977.468750 Penalty: 2822.650146
	Iteration 11Q: 3 clusters Score -516977.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -517016.906250 Penalty: 2822.650146
	Iteration 12Q: 3 clusters Score -517016.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -517040.593750 Penalty: 2822.650146
	Iteration 13Q: 3 clusters Score -517040.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -517054.906250 Penalty: 2822.650146
	Iteration 14Q: 3 clusters Score -517054.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -517070.812500 Penalty: 2822.650146
	Iteration 15Q: 3 clusters Score -517070.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -517095.687500 Penalty: 2822.650146
	Iteration 16Q: 3 clusters Score -517095.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -517137.250000 Penalty: 2822.650146
	Iteration 17Q: 3 clusters Score -517137.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -517179.625000 Penalty: 2822.650146
	Iteration 18Q: 3 clusters Score -517179.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -517232.062500 Penalty: 2822.650146
	Iteration 19Q: 3 clusters Score -517232.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -517297.718750 Penalty: 2822.650146
	Iteration 20F: 3 clusters Score -517297.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -517355.187500 Penalty: 2822.650146
	Iteration 21Q: 3 clusters Score -517355.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -517413.000000 Penalty: 2822.650146
	Iteration 22Q: 3 clusters Score -517413 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -517449.031250 Penalty: 2822.650146
	Iteration 23Q: 3 clusters Score -517449 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -517486.250000 Penalty: 2822.650146
	Iteration 24Q: 3 clusters Score -517486.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -517515.531250 Penalty: 2822.650146
	Iteration 25Q: 3 clusters Score -517515.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -517532.875000 Penalty: 2822.650146
	Iteration 26Q: 3 clusters Score -517532.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -517545.843750 Penalty: 2822.650146
	Iteration 27Q: 3 clusters Score -517545.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -517552.437500 Penalty: 2822.650146
	Iteration 28Q: 3 clusters Score -517552.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -517556.656250 Penalty: 2822.650146
	Iteration 29Q: 3 clusters Score -517556.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -517560.187500 Penalty: 2822.650146
	Iteration 30Q: 3 clusters Score -517560.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -517566.906250 Penalty: 2822.650146
	Iteration 31Q: 3 clusters Score -517566.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -517569.750000 Penalty: 2822.650146
	Iteration 32Q: 3 clusters Score -517569.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -517573.093750 Penalty: 2822.650146
	Iteration 33Q: 3 clusters Score -517573.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -517576.906250 Penalty: 2822.650146
	Iteration 34Q: 3 clusters Score -517576.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -517581.218750 Penalty: 2822.650146
	Iteration 35Q: 3 clusters Score -517581.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -517584.562500 Penalty: 2822.650146
	Iteration 36Q: 3 clusters Score -517584.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -517587.593750 Penalty: 2822.650146
	Iteration 37Q: 3 clusters Score -517587.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -517587.843750 Penalty: 2822.650146
	Iteration 38Q: 3 clusters Score -517587.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -517589.531250 Penalty: 2822.650146
	Iteration 39Q: 3 clusters Score -517589.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -517589.843750 Penalty: 2822.650146
	Iteration 40F: 3 clusters Score -517589.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 51485 members 
Mstep: Class 3 contains 41843 members 
Mstep: Class 4 contains 182228 members 
Mstep: Class 5 contains 7213 members 
Mstep: Class 6 contains 14985 members 
Mstep: Class 7 contains 10665 members 
Mstep: Class 8 contains 1290 members 
Mstep: Class 9 contains 125207 members 
Mstep: Class 10 contains 36193 members 
Mstep: Class 11 contains 18401 members 
Mstep: Class 12 contains 42721 members 
Mstep: Class 13 contains 4887 members 
Mstep: Class 14 contains 1566 members 
Mstep: Class 15 contains 17680 members 
Mstep: Class 16 contains 20111 members 
Mstep: Class 17 contains 82924 members 
Mstep: Class 18 contains 60584 members 
Mstep: Class 19 contains 2311 members 
Mstep: Class 20 contains 6355 members 
Mstep: Class 21 contains 1509 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 61131 members 
Mstep: Class 24 contains 6595 members 
Mstep: Class 25 contains 11103 members 
Mstep: Class 26 contains 5752 members 
Mstep: Class 27 contains 1805 members 
Mstep: Class 28 contains 7252 members 
Mstep: Class 29 contains 2158 members 
Mstep: Class 30 contains 69985 members 
Mstep: Class 31 contains 1336 members 
Mstep: Class 32 contains 13931 members 
Mstep: Class 33 contains 5360 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 1141 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 10284 members 
Mstep: Class 39 contains 4405 members 
Entering Unmasked Estep 
Score: -84436232.000000 Penalty: 87286.046875
Splitting cluster 21 changes total score from -84436048.000000 to -84436232.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 22 (2520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Entering Unmasked Estep 
Score: -184153.234375 Penalty: 1272.702271
	Iteration 0F: 2 clusters Score -184153.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -181788.390625 Penalty: 2545.404541
	Iteration 0F: 3 clusters Score -181788.4 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -182518.609375 Penalty: 2545.404541
	Iteration 1F: 3 clusters Score -182518.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -182744.625000 Penalty: 2545.404541
	Iteration 2F: 3 clusters Score -182744.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -182874.937500 Penalty: 2545.404541
	Iteration 3F: 3 clusters Score -182874.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -182978.031250 Penalty: 2545.404541
	Iteration 4F: 3 clusters Score -182978 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -183045.531250 Penalty: 2545.404541
	Iteration 5Q: 3 clusters Score -183045.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -183109.031250 Penalty: 2545.404541
	Iteration 6Q: 3 clusters Score -183109 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -183208.625000 Penalty: 2545.404541
	Iteration 7Q: 3 clusters Score -183208.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -183297.484375 Penalty: 2545.404541
	Iteration 8Q: 3 clusters Score -183297.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -183375.562500 Penalty: 2545.404541
	Iteration 9Q: 3 clusters Score -183375.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -183451.203125 Penalty: 2545.404541
	Iteration 10Q: 3 clusters Score -183451.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -183520.921875 Penalty: 2545.404541
	Iteration 11Q: 3 clusters Score -183520.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -183571.500000 Penalty: 2545.404541
	Iteration 12Q: 3 clusters Score -183571.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -183627.406250 Penalty: 2545.404541
	Iteration 13Q: 3 clusters Score -183627.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -183684.328125 Penalty: 2545.404541
	Iteration 14Q: 3 clusters Score -183684.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -183748.578125 Penalty: 2545.404541
	Iteration 15Q: 3 clusters Score -183748.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -183809.953125 Penalty: 2545.404541
	Iteration 16Q: 3 clusters Score -183810 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -183873.015625 Penalty: 2545.404541
	Iteration 17Q: 3 clusters Score -183873 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -183931.953125 Penalty: 2545.404541
	Iteration 18Q: 3 clusters Score -183932 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -184046.515625 Penalty: 2545.404541
	Iteration 19Q: 3 clusters Score -184046.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -184147.015625 Penalty: 2545.404541
	Iteration 20F: 3 clusters Score -184147 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -184187.203125 Penalty: 2545.404541
	Iteration 21Q: 3 clusters Score -184187.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -184204.359375 Penalty: 2545.404541
	Iteration 22Q: 3 clusters Score -184204.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -184212.531250 Penalty: 2545.404541
	Iteration 23Q: 3 clusters Score -184212.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -184216.390625 Penalty: 2545.404541
	Iteration 24Q: 3 clusters Score -184216.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -184220.828125 Penalty: 2545.404541
	Iteration 25Q: 3 clusters Score -184220.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -184230.093750 Penalty: 2545.404541
	Iteration 26Q: 3 clusters Score -184230.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -184240.062500 Penalty: 2545.404541
	Iteration 27Q: 3 clusters Score -184240.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -184258.000000 Penalty: 2545.404541
	Iteration 28Q: 3 clusters Score -184258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -184283.984375 Penalty: 2545.404541
	Iteration 29Q: 3 clusters Score -184284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -184349.109375 Penalty: 2545.404541
	Iteration 30Q: 3 clusters Score -184349.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -184373.343750 Penalty: 2545.404541
	Iteration 31Q: 3 clusters Score -184373.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -184382.093750 Penalty: 2545.404541
	Iteration 32Q: 3 clusters Score -184382.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -184384.078125 Penalty: 2545.404541
	Iteration 33Q: 3 clusters Score -184384.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -184385.515625 Penalty: 2545.404541
	Iteration 34Q: 3 clusters Score -184385.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -184385.640625 Penalty: 2545.404541
	Iteration 35Q: 3 clusters Score -184385.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -184385.640625 Penalty: 2545.404541
	Iteration 36F: 3 clusters Score -184385.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 51485 members 
Mstep: Class 3 contains 41843 members 
Mstep: Class 4 contains 182228 members 
Mstep: Class 5 contains 7213 members 
Mstep: Class 6 contains 14985 members 
Mstep: Class 7 contains 10665 members 
Mstep: Class 8 contains 1290 members 
Mstep: Class 9 contains 125207 members 
Mstep: Class 10 contains 36193 members 
Mstep: Class 11 contains 18401 members 
Mstep: Class 12 contains 42721 members 
Mstep: Class 13 contains 4887 members 
Mstep: Class 14 contains 1566 members 
Mstep: Class 15 contains 17680 members 
Mstep: Class 16 contains 20111 members 
Mstep: Class 17 contains 82924 members 
Mstep: Class 18 contains 60584 members 
Mstep: Class 19 contains 2311 members 
Mstep: Class 20 contains 6355 members 
Mstep: Class 21 contains 1509 members 
Mstep: Class 22 contains 2095 members 
Mstep: Class 23 contains 61131 members 
Mstep: Class 24 contains 6595 members 
Mstep: Class 25 contains 11103 members 
Mstep: Class 26 contains 5752 members 
Mstep: Class 27 contains 1805 members 
Mstep: Class 28 contains 7252 members 
Mstep: Class 29 contains 2158 members 
Mstep: Class 30 contains 69985 members 
Mstep: Class 31 contains 1336 members 
Mstep: Class 32 contains 13931 members 
Mstep: Class 33 contains 5360 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 1141 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 10284 members 
Mstep: Class 39 contains 4405 members 
Mstep: Class 40 contains 425 members 
Entering Unmasked Estep 
Score: -84435480.000000 Penalty: 89524.148438
Splitting cluster 22 changes total score from -84436048.000000 to -84435480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (61131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61131 members 
Entering Unmasked Estep 
Score: -5619934.000000 Penalty: 1790.875854
	Iteration 0F: 2 clusters Score -5619934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -5579366.000000 Penalty: 3581.751709
	Iteration 0F: 3 clusters Score -5579366 nChanged 28664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -5595300.000000 Penalty: 3581.751709
	Iteration 1F: 3 clusters Score -5595300 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -5595896.000000 Penalty: 3581.751709
	Iteration 2Q: 3 clusters Score -5595896 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -5596537.500000 Penalty: 3581.751709
	Iteration 3Q: 3 clusters Score -5596538 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -5597457.500000 Penalty: 3581.751709
	Iteration 4Q: 3 clusters Score -5597458 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -5598833.500000 Penalty: 3581.751709
	Iteration 5Q: 3 clusters Score -5598834 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -5601274.000000 Penalty: 3581.751709
	Iteration 6F: 3 clusters Score -5601274 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46603 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -5605053.000000 Penalty: 3581.751709
	Iteration 7F: 3 clusters Score -5605053 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51718 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -5609705.500000 Penalty: 3581.751709
	Iteration 8F: 3 clusters Score -5609706 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55964 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -5613834.000000 Penalty: 3581.751709
	Iteration 9F: 3 clusters Score -5613834 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58525 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -5616200.500000 Penalty: 3581.751709
	Iteration 10Q: 3 clusters Score -5616200 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59798 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5617349.000000 Penalty: 3581.751709
	Iteration 11Q: 3 clusters Score -5617349 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60331 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5617836.500000 Penalty: 3581.751709
	Iteration 12Q: 3 clusters Score -5617836 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60558 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5618074.000000 Penalty: 3581.751709
	Iteration 13Q: 3 clusters Score -5618074 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60670 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5618217.500000 Penalty: 3581.751709
	Iteration 14Q: 3 clusters Score -5618218 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60730 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5618304.000000 Penalty: 3581.751709
	Iteration 15Q: 3 clusters Score -5618304 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60770 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5618354.000000 Penalty: 3581.751709
	Iteration 16Q: 3 clusters Score -5618354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60786 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5618388.500000 Penalty: 3581.751709
	Iteration 17Q: 3 clusters Score -5618388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60792 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5618393.500000 Penalty: 3581.751709
	Iteration 18Q: 3 clusters Score -5618394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60801 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5618400.500000 Penalty: 3581.751709
	Iteration 19Q: 3 clusters Score -5618400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60808 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5618409.500000 Penalty: 3581.751709
	Iteration 20F: 3 clusters Score -5618410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60810 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5618423.500000 Penalty: 3581.751709
	Iteration 21Q: 3 clusters Score -5618424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60812 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5618423.500000 Penalty: 3581.751709
	Iteration 22Q: 3 clusters Score -5618424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60811 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5618425.000000 Penalty: 3581.751709
	Iteration 23Q: 3 clusters Score -5618425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60811 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5618430.000000 Penalty: 3581.751709
	Iteration 24Q: 3 clusters Score -5618430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60813 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5618432.000000 Penalty: 3581.751709
	Iteration 25Q: 3 clusters Score -5618432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60812 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5618430.500000 Penalty: 3581.751709
	Iteration 26Q: 3 clusters Score -5618430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60812 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5618430.500000 Penalty: 3581.751709
	Iteration 27F: 3 clusters Score -5618430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Entering Unmasked Estep 
Score: -592077.375000 Penalty: 1429.035889
	Iteration 0F: 2 clusters Score -592077.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -587029.250000 Penalty: 2858.071777
	Iteration 0F: 3 clusters Score -587029.2 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -588515.250000 Penalty: 2858.071777
	Iteration 1F: 3 clusters Score -588515.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -588734.875000 Penalty: 2858.071777
	Iteration 2F: 3 clusters Score -588734.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -588965.687500 Penalty: 2858.071777
	Iteration 3F: 3 clusters Score -588965.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -589239.750000 Penalty: 2858.071777
	Iteration 4F: 3 clusters Score -589239.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -589601.375000 Penalty: 2858.071777
	Iteration 5F: 3 clusters Score -589601.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -590078.062500 Penalty: 2858.071777
	Iteration 6F: 3 clusters Score -590078.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -590565.062500 Penalty: 2858.071777
	Iteration 7F: 3 clusters Score -590565.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -590933.375000 Penalty: 2858.071777
	Iteration 8F: 3 clusters Score -590933.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -591235.625000 Penalty: 2858.071777
	Iteration 9F: 3 clusters Score -591235.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -591554.125000 Penalty: 2858.071777
	Iteration 10Q: 3 clusters Score -591554.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -591900.437500 Penalty: 2858.071777
	Iteration 11Q: 3 clusters Score -591900.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -592125.937500 Penalty: 2858.071777
	Iteration 12Q: 3 clusters Score -592125.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -592231.812500 Penalty: 2858.071777
	Iteration 13Q: 3 clusters Score -592231.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -592282.562500 Penalty: 2858.071777
	Iteration 14Q: 3 clusters Score -592282.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -592305.250000 Penalty: 2858.071777
	Iteration 15Q: 3 clusters Score -592305.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -592318.625000 Penalty: 2858.071777
	Iteration 16Q: 3 clusters Score -592318.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -592328.562500 Penalty: 2858.071777
	Iteration 17Q: 3 clusters Score -592328.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -592342.062500 Penalty: 2858.071777
	Iteration 18Q: 3 clusters Score -592342.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -592347.750000 Penalty: 2858.071777
	Iteration 19Q: 3 clusters Score -592347.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -592354.187500 Penalty: 2858.071777
	Iteration 20F: 3 clusters Score -592354.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -592361.312500 Penalty: 2858.071777
	Iteration 21Q: 3 clusters Score -592361.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -592366.375000 Penalty: 2858.071777
	Iteration 22Q: 3 clusters Score -592366.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -592369.937500 Penalty: 2858.071777
	Iteration 23Q: 3 clusters Score -592369.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -592374.937500 Penalty: 2858.071777
	Iteration 24Q: 3 clusters Score -592374.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -592381.062500 Penalty: 2858.071777
	Iteration 25Q: 3 clusters Score -592381.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -592388.500000 Penalty: 2858.071777
	Iteration 26Q: 3 clusters Score -592388.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -592393.125000 Penalty: 2858.071777
	Iteration 27Q: 3 clusters Score -592393.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -592397.812500 Penalty: 2858.071777
	Iteration 28Q: 3 clusters Score -592397.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -592401.000000 Penalty: 2858.071777
	Iteration 29Q: 3 clusters Score -592401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -592402.500000 Penalty: 2858.071777
	Iteration 30Q: 3 clusters Score -592402.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -592404.812500 Penalty: 2858.071777
	Iteration 31Q: 3 clusters Score -592404.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -592406.187500 Penalty: 2858.071777
	Iteration 32Q: 3 clusters Score -592406.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -592409.812500 Penalty: 2858.071777
	Iteration 33Q: 3 clusters Score -592409.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -592411.062500 Penalty: 2858.071777
	Iteration 34Q: 3 clusters Score -592411.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -592412.187500 Penalty: 2858.071777
	Iteration 35Q: 3 clusters Score -592412.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -592414.312500 Penalty: 2858.071777
	Iteration 36Q: 3 clusters Score -592414.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -592414.125000 Penalty: 2858.071777
	Iteration 37Q: 3 clusters Score -592414.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -592413.562500 Penalty: 2858.071777
	Iteration 38Q: 3 clusters Score -592413.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -592413.562500 Penalty: 2858.071777
	Iteration 39Q: 3 clusters Score -592413.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -592413.750000 Penalty: 2858.071777
	Iteration 40F: 3 clusters Score -592413.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -592415.687500 Penalty: 2858.071777
	Iteration 41Q: 3 clusters Score -592415.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -592416.500000 Penalty: 2858.071777
	Iteration 42Q: 3 clusters Score -592416.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -592416.812500 Penalty: 2858.071777
	Iteration 43Q: 3 clusters Score -592416.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -592416.812500 Penalty: 2858.071777
	Iteration 44F: 3 clusters Score -592416.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 51485 members 
Mstep: Class 3 contains 41843 members 
Mstep: Class 4 contains 182228 members 
Mstep: Class 5 contains 7213 members 
Mstep: Class 6 contains 14985 members 
Mstep: Class 7 contains 10665 members 
Mstep: Class 8 contains 1290 members 
Mstep: Class 9 contains 125207 members 
Mstep: Class 10 contains 36193 members 
Mstep: Class 11 contains 18401 members 
Mstep: Class 12 contains 42721 members 
Mstep: Class 13 contains 4887 members 
Mstep: Class 14 contains 1566 members 
Mstep: Class 15 contains 17680 members 
Mstep: Class 16 contains 20111 members 
Mstep: Class 17 contains 82924 members 
Mstep: Class 18 contains 60584 members 
Mstep: Class 19 contains 2311 members 
Mstep: Class 20 contains 6355 members 
Mstep: Class 21 contains 1509 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 61131 members 
Mstep: Class 24 contains 1719 members 
Mstep: Class 25 contains 11103 members 
Mstep: Class 26 contains 5752 members 
Mstep: Class 27 contains 1805 members 
Mstep: Class 28 contains 7252 members 
Mstep: Class 29 contains 2158 members 
Mstep: Class 30 contains 69985 members 
Mstep: Class 31 contains 1336 members 
Mstep: Class 32 contains 13931 members 
Mstep: Class 33 contains 5360 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 1141 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 10284 members 
Mstep: Class 39 contains 4405 members 
Mstep: Class 40 contains 4876 members 
Entering Unmasked Estep 
Score: -84435752.000000 Penalty: 89524.148438
Splitting cluster 24 changes total score from -84436048.000000 to -84435752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (11103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Entering Unmasked Estep 
Score: -1011954.625000 Penalty: 1513.682739
	Iteration 0F: 2 clusters Score -1011955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1004111.562500 Penalty: 3027.365479
	Iteration 0F: 3 clusters Score -1004112 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1006783.125000 Penalty: 3027.365479
	Iteration 1F: 3 clusters Score -1006783 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1007122.562500 Penalty: 3027.365479
	Iteration 2F: 3 clusters Score -1007123 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1007433.812500 Penalty: 3027.365479
	Iteration 3F: 3 clusters Score -1007434 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 4778 members 
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Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 4605 members 
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Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 4430 members 
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Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 4248 members 
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Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 4059 members 
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Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 3881 members 
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Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 3715 members 
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Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 3578 members 
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Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 3452 members 
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Mstep: Class 1 contains 7776 members 
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Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 3184 members 
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Mstep: Class 1 contains 8039 members 
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Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 2959 members 
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Mstep: Class 1 contains 8230 members 
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Mstep: Class 1 contains 8323 members 
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Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 2698 members 
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Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 2635 members 
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Mstep: Class 1 contains 8524 members 
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Mstep: Class 1 contains 8582 members 
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Mstep: Class 1 contains 8641 members 
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Mstep: Class 1 contains 8715 members 
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Mstep: Class 1 contains 8792 members 
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Mstep: Class 1 contains 8867 members 
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Mstep: Class 1 contains 9063 members 
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Mstep: Class 1 contains 9661 members 
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Mstep: Class 1 contains 9675 members 
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Mstep: Class 1 contains 9689 members 
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Mstep: Class 1 contains 9701 members 
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Mstep: Class 1 contains 9720 members 
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Mstep: Class 1 contains 9736 members 
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	Iteration 58Q: 3 clusters Score -1010711 nChanged 24
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	Iteration 59Q: 3 clusters Score -1010719 nChanged 13
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	Iteration 60F: 3 clusters Score -1010721 nChanged 16
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Mstep: Class 1 contains 9857 members 
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	Iteration 61Q: 3 clusters Score -1010723 nChanged 16
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Mstep: Class 1 contains 9873 members 
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	Iteration 62Q: 3 clusters Score -1010729 nChanged 16
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Mstep: Class 1 contains 9887 members 
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	Iteration 63Q: 3 clusters Score -1010734 nChanged 12
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Mstep: Class 1 contains 9897 members 
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	Iteration 64Q: 3 clusters Score -1010738 nChanged 12
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Mstep: Class 1 contains 9909 members 
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	Iteration 65Q: 3 clusters Score -1010740 nChanged 14
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Mstep: Class 1 contains 9921 members 
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	Iteration 66Q: 3 clusters Score -1010744 nChanged 12
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Mstep: Class 1 contains 9933 members 
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	Iteration 67Q: 3 clusters Score -1010748 nChanged 14
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	Iteration 68Q: 3 clusters Score -1010749 nChanged 11
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	Iteration 69Q: 3 clusters Score -1010754 nChanged 15
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Mstep: Class 1 contains 9967 members 
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	Iteration 71Q: 3 clusters Score -1010759 nChanged 12
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Mstep: Class 1 contains 9986 members 
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	Iteration 73Q: 3 clusters Score -1010766 nChanged 11
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	Iteration 74Q: 3 clusters Score -1010770 nChanged 11
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	Iteration 75Q: 3 clusters Score -1010774 nChanged 12
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	Iteration 86Q: 3 clusters Score -1010808 nChanged 15
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	Iteration 97Q: 3 clusters Score -1010864 nChanged 4
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Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1010863.500000 Penalty: 3027.365479
	Iteration 98Q: 3 clusters Score -1010864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1010864.375000 Penalty: 3027.365479
	Iteration 99Q: 3 clusters Score -1010864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1010864.500000 Penalty: 3027.365479
	Iteration 100F: 3 clusters Score -1010864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1010864.125000 Penalty: 3027.365479
	Iteration 101Q: 3 clusters Score -1010864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1010862.500000 Penalty: 3027.365479
	Iteration 102Q: 3 clusters Score -1010862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1010862.500000 Penalty: 3027.365479
	Iteration 103F: 3 clusters Score -1010862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Entering Unmasked Estep 
Score: -500691.625000 Penalty: 1406.811768
	Iteration 0F: 2 clusters Score -500691.6 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 2867 members 
Entering Unmasked Estep 
Score: -496211.468750 Penalty: 2813.623535
	Iteration 0F: 3 clusters Score -496211.5 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -497672.281250 Penalty: 2813.623535
	Iteration 1F: 3 clusters Score -497672.3 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -498383.437500 Penalty: 2813.623535
	Iteration 2F: 3 clusters Score -498383.4 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -498950.593750 Penalty: 2813.623535
	Iteration 3F: 3 clusters Score -498950.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -499361.531250 Penalty: 2813.623535
	Iteration 4F: 3 clusters Score -499361.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -499659.000000 Penalty: 2813.623535
	Iteration 5F: 3 clusters Score -499659 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -499877.937500 Penalty: 2813.623535
	Iteration 6F: 3 clusters Score -499877.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -500042.093750 Penalty: 2813.623535
	Iteration 7Q: 3 clusters Score -500042.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -500172.343750 Penalty: 2813.623535
	Iteration 8Q: 3 clusters Score -500172.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -500279.531250 Penalty: 2813.623535
	Iteration 9Q: 3 clusters Score -500279.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -500355.750000 Penalty: 2813.623535
	Iteration 10Q: 3 clusters Score -500355.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -500404.062500 Penalty: 2813.623535
	Iteration 11Q: 3 clusters Score -500404.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -500439.812500 Penalty: 2813.623535
	Iteration 12Q: 3 clusters Score -500439.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -500472.406250 Penalty: 2813.623535
	Iteration 13Q: 3 clusters Score -500472.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -500494.031250 Penalty: 2813.623535
	Iteration 14Q: 3 clusters Score -500494 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -500516.343750 Penalty: 2813.623535
	Iteration 15Q: 3 clusters Score -500516.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -500535.375000 Penalty: 2813.623535
	Iteration 16Q: 3 clusters Score -500535.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -500550.343750 Penalty: 2813.623535
	Iteration 17Q: 3 clusters Score -500550.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -500557.875000 Penalty: 2813.623535
	Iteration 18Q: 3 clusters Score -500557.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -500566.187500 Penalty: 2813.623535
	Iteration 19Q: 3 clusters Score -500566.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -500576.656250 Penalty: 2813.623535
	Iteration 20F: 3 clusters Score -500576.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -500585.843750 Penalty: 2813.623535
	Iteration 21Q: 3 clusters Score -500585.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -500592.156250 Penalty: 2813.623535
	Iteration 22Q: 3 clusters Score -500592.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -500596.593750 Penalty: 2813.623535
	Iteration 23Q: 3 clusters Score -500596.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -500602.812500 Penalty: 2813.623535
	Iteration 24Q: 3 clusters Score -500602.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -500607.062500 Penalty: 2813.623535
	Iteration 25Q: 3 clusters Score -500607.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -500613.062500 Penalty: 2813.623535
	Iteration 26Q: 3 clusters Score -500613.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -500620.281250 Penalty: 2813.623535
	Iteration 27Q: 3 clusters Score -500620.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -500623.968750 Penalty: 2813.623535
	Iteration 28Q: 3 clusters Score -500624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -500630.218750 Penalty: 2813.623535
	Iteration 29Q: 3 clusters Score -500630.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -500635.968750 Penalty: 2813.623535
	Iteration 30Q: 3 clusters Score -500636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -500646.218750 Penalty: 2813.623535
	Iteration 31Q: 3 clusters Score -500646.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -500653.093750 Penalty: 2813.623535
	Iteration 32Q: 3 clusters Score -500653.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -500663.312500 Penalty: 2813.623535
	Iteration 33Q: 3 clusters Score -500663.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -500674.125000 Penalty: 2813.623535
	Iteration 34Q: 3 clusters Score -500674.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -500680.937500 Penalty: 2813.623535
	Iteration 35Q: 3 clusters Score -500680.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -500687.125000 Penalty: 2813.623535
	Iteration 36Q: 3 clusters Score -500687.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -500694.468750 Penalty: 2813.623535
	Iteration 37Q: 3 clusters Score -500694.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -500697.500000 Penalty: 2813.623535
	Iteration 38Q: 3 clusters Score -500697.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -500700.125000 Penalty: 2813.623535
	Iteration 39Q: 3 clusters Score -500700.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -500701.468750 Penalty: 2813.623535
	Iteration 40F: 3 clusters Score -500701.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -500701.031250 Penalty: 2813.623535
	Iteration 41Q: 3 clusters Score -500701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -500701.250000 Penalty: 2813.623535
	Iteration 42Q: 3 clusters Score -500701.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -500701.250000 Penalty: 2813.623535
	Iteration 43F: 3 clusters Score -500701.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 51485 members 
Mstep: Class 3 contains 41843 members 
Mstep: Class 4 contains 182228 members 
Mstep: Class 5 contains 7213 members 
Mstep: Class 6 contains 14985 members 
Mstep: Class 7 contains 10665 members 
Mstep: Class 8 contains 1290 members 
Mstep: Class 9 contains 125207 members 
Mstep: Class 10 contains 36193 members 
Mstep: Class 11 contains 18401 members 
Mstep: Class 12 contains 42721 members 
Mstep: Class 13 contains 4887 members 
Mstep: Class 14 contains 1566 members 
Mstep: Class 15 contains 17680 members 
Mstep: Class 16 contains 20111 members 
Mstep: Class 17 contains 82924 members 
Mstep: Class 18 contains 60584 members 
Mstep: Class 19 contains 2311 members 
Mstep: Class 20 contains 6355 members 
Mstep: Class 21 contains 1509 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 61131 members 
Mstep: Class 24 contains 6595 members 
Mstep: Class 25 contains 11103 members 
Mstep: Class 26 contains 1098 members 
Mstep: Class 27 contains 1805 members 
Mstep: Class 28 contains 7252 members 
Mstep: Class 29 contains 2158 members 
Mstep: Class 30 contains 69985 members 
Mstep: Class 31 contains 1336 members 
Mstep: Class 32 contains 13931 members 
Mstep: Class 33 contains 5360 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 1141 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 10284 members 
Mstep: Class 39 contains 4405 members 
Mstep: Class 40 contains 4654 members 
Entering Unmasked Estep 
Score: -84435376.000000 Penalty: 89524.148438
Splitting cluster 26 changes total score from -84436048.000000 to -84435376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (1805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Entering Unmasked Estep 
Score: -130460.984375 Penalty: 1218.476318
	Iteration 0F: 2 clusters Score -130461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -128508.632812 Penalty: 2436.952637
	Iteration 0F: 3 clusters Score -128508.6 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -129041.773438 Penalty: 2436.952637
	Iteration 1F: 3 clusters Score -129041.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -129317.117188 Penalty: 2436.952637
	Iteration 2F: 3 clusters Score -129317.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -129543.703125 Penalty: 2436.952637
	Iteration 3F: 3 clusters Score -129543.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -129749.031250 Penalty: 2436.952637
	Iteration 4F: 3 clusters Score -129749 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -129930.250000 Penalty: 2436.952637
	Iteration 5F: 3 clusters Score -129930.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -130125.367188 Penalty: 2436.952637
	Iteration 6Q: 3 clusters Score -130125.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -130274.226562 Penalty: 2436.952637
	Iteration 7Q: 3 clusters Score -130274.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -130353.242188 Penalty: 2436.952637
	Iteration 8Q: 3 clusters Score -130353.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -130409.179688 Penalty: 2436.952637
	Iteration 9Q: 3 clusters Score -130409.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -130439.328125 Penalty: 2436.952637
	Iteration 10Q: 3 clusters Score -130439.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -130450.820312 Penalty: 2436.952637
	Iteration 11Q: 3 clusters Score -130450.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -130456.523438 Penalty: 2436.952637
	Iteration 12Q: 3 clusters Score -130456.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -130461.984375 Penalty: 2436.952637
	Iteration 13Q: 3 clusters Score -130462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -130465.796875 Penalty: 2436.952637
	Iteration 14Q: 3 clusters Score -130465.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -130471.968750 Penalty: 2436.952637
	Iteration 15Q: 3 clusters Score -130472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -130478.765625 Penalty: 2436.952637
	Iteration 16Q: 3 clusters Score -130478.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -130488.710938 Penalty: 2436.952637
	Iteration 17Q: 3 clusters Score -130488.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -130498.054688 Penalty: 2436.952637
	Iteration 18Q: 3 clusters Score -130498.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -130505.078125 Penalty: 2436.952637
	Iteration 19Q: 3 clusters Score -130505.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -130506.710938 Penalty: 2436.952637
	Iteration 20F: 3 clusters Score -130506.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -130508.914062 Penalty: 2436.952637
	Iteration 21Q: 3 clusters Score -130508.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -130509.093750 Penalty: 2436.952637
	Iteration 22Q: 3 clusters Score -130509.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -130509.093750 Penalty: 2436.952637
	Iteration 23F: 3 clusters Score -130509.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 51485 members 
Mstep: Class 3 contains 41843 members 
Mstep: Class 4 contains 182228 members 
Mstep: Class 5 contains 7213 members 
Mstep: Class 6 contains 14985 members 
Mstep: Class 7 contains 10665 members 
Mstep: Class 8 contains 1290 members 
Mstep: Class 9 contains 125207 members 
Mstep: Class 10 contains 36193 members 
Mstep: Class 11 contains 18401 members 
Mstep: Class 12 contains 42721 members 
Mstep: Class 13 contains 4887 members 
Mstep: Class 14 contains 1566 members 
Mstep: Class 15 contains 17680 members 
Mstep: Class 16 contains 20111 members 
Mstep: Class 17 contains 82924 members 
Mstep: Class 18 contains 60584 members 
Mstep: Class 19 contains 2311 members 
Mstep: Class 20 contains 6355 members 
Mstep: Class 21 contains 1509 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 61131 members 
Mstep: Class 24 contains 6595 members 
Mstep: Class 25 contains 11103 members 
Mstep: Class 26 contains 5752 members 
Mstep: Class 27 contains 538 members 
Mstep: Class 28 contains 7252 members 
Mstep: Class 29 contains 2158 members 
Mstep: Class 30 contains 69985 members 
Mstep: Class 31 contains 1336 members 
Mstep: Class 32 contains 13931 members 
Mstep: Class 33 contains 5360 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 1141 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 10284 members 
Mstep: Class 39 contains 4405 members 
Mstep: Class 40 contains 1267 members 
Entering Unmasked Estep 
Score: -84435280.000000 Penalty: 89524.148438
Splitting cluster 27 changes total score from -84436048.000000 to -84435280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (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: -658200.437500 Penalty: 1444.467773
	Iteration 0F: 2 clusters Score -658200.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -652774.125000 Penalty: 2888.935547
	Iteration 0F: 3 clusters Score -652774.1 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -654329.437500 Penalty: 2888.935547
	Iteration 1F: 3 clusters Score -654329.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -654552.500000 Penalty: 2888.935547
	Iteration 2F: 3 clusters Score -654552.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -654716.562500 Penalty: 2888.935547
	Iteration 3Q: 3 clusters Score -654716.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -654885.187500 Penalty: 2888.935547
	Iteration 4Q: 3 clusters Score -654885.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -655096.125000 Penalty: 2888.935547
	Iteration 5Q: 3 clusters Score -655096.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -655289.187500 Penalty: 2888.935547
	Iteration 6Q: 3 clusters Score -655289.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -655461.625000 Penalty: 2888.935547
	Iteration 7Q: 3 clusters Score -655461.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -655634.312500 Penalty: 2888.935547
	Iteration 8Q: 3 clusters Score -655634.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -655789.625000 Penalty: 2888.935547
	Iteration 9Q: 3 clusters Score -655789.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -655923.687500 Penalty: 2888.935547
	Iteration 10Q: 3 clusters Score -655923.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -656043.375000 Penalty: 2888.935547
	Iteration 11Q: 3 clusters Score -656043.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -656140.125000 Penalty: 2888.935547
	Iteration 12Q: 3 clusters Score -656140.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -656224.687500 Penalty: 2888.935547
	Iteration 13Q: 3 clusters Score -656224.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -656296.937500 Penalty: 2888.935547
	Iteration 14Q: 3 clusters Score -656296.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -656343.312500 Penalty: 2888.935547
	Iteration 15Q: 3 clusters Score -656343.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -656374.625000 Penalty: 2888.935547
	Iteration 16Q: 3 clusters Score -656374.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -656400.250000 Penalty: 2888.935547
	Iteration 17Q: 3 clusters Score -656400.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -656419.875000 Penalty: 2888.935547
	Iteration 18Q: 3 clusters Score -656419.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -656438.250000 Penalty: 2888.935547
	Iteration 19Q: 3 clusters Score -656438.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -656449.500000 Penalty: 2888.935547
	Iteration 20F: 3 clusters Score -656449.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -656460.000000 Penalty: 2888.935547
	Iteration 21Q: 3 clusters Score -656460 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -656465.000000 Penalty: 2888.935547
	Iteration 22Q: 3 clusters Score -656465 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -656473.125000 Penalty: 2888.935547
	Iteration 23Q: 3 clusters Score -656473.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -656481.500000 Penalty: 2888.935547
	Iteration 24Q: 3 clusters Score -656481.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -656487.687500 Penalty: 2888.935547
	Iteration 25Q: 3 clusters Score -656487.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -656493.562500 Penalty: 2888.935547
	Iteration 26Q: 3 clusters Score -656493.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -656498.750000 Penalty: 2888.935547
	Iteration 27Q: 3 clusters Score -656498.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -656502.250000 Penalty: 2888.935547
	Iteration 28Q: 3 clusters Score -656502.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -656502.500000 Penalty: 2888.935547
	Iteration 29Q: 3 clusters Score -656502.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -656507.875000 Penalty: 2888.935547
	Iteration 30Q: 3 clusters Score -656507.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -656510.000000 Penalty: 2888.935547
	Iteration 31Q: 3 clusters Score -656510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -656509.687500 Penalty: 2888.935547
	Iteration 32Q: 3 clusters Score -656509.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -656510.437500 Penalty: 2888.935547
	Iteration 33Q: 3 clusters Score -656510.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -656511.250000 Penalty: 2888.935547
	Iteration 34Q: 3 clusters Score -656511.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -656511.437500 Penalty: 2888.935547
	Iteration 35Q: 3 clusters Score -656511.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -656511.437500 Penalty: 2888.935547
	Iteration 36F: 3 clusters Score -656511.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Entering Unmasked Estep 
Score: -183213.593750 Penalty: 1247.502319
	Iteration 0F: 2 clusters Score -183213.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -180970.015625 Penalty: 2495.004639
	Iteration 0F: 3 clusters Score -180970 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -181509.593750 Penalty: 2495.004639
	Iteration 1F: 3 clusters Score -181509.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -181632.484375 Penalty: 2495.004639
	Iteration 2F: 3 clusters Score -181632.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -181715.937500 Penalty: 2495.004639
	Iteration 3Q: 3 clusters Score -181715.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -181811.921875 Penalty: 2495.004639
	Iteration 4Q: 3 clusters Score -181811.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -181935.328125 Penalty: 2495.004639
	Iteration 5Q: 3 clusters Score -181935.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -182048.000000 Penalty: 2495.004639
	Iteration 6Q: 3 clusters Score -182048 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -182115.906250 Penalty: 2495.004639
	Iteration 7Q: 3 clusters Score -182115.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -182153.453125 Penalty: 2495.004639
	Iteration 8Q: 3 clusters Score -182153.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -182180.281250 Penalty: 2495.004639
	Iteration 9Q: 3 clusters Score -182180.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -182202.437500 Penalty: 2495.004639
	Iteration 10Q: 3 clusters Score -182202.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -182233.484375 Penalty: 2495.004639
	Iteration 11Q: 3 clusters Score -182233.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -182271.093750 Penalty: 2495.004639
	Iteration 12Q: 3 clusters Score -182271.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -182307.078125 Penalty: 2495.004639
	Iteration 13Q: 3 clusters Score -182307.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -182345.593750 Penalty: 2495.004639
	Iteration 14Q: 3 clusters Score -182345.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -182387.390625 Penalty: 2495.004639
	Iteration 15Q: 3 clusters Score -182387.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -182433.265625 Penalty: 2495.004639
	Iteration 16Q: 3 clusters Score -182433.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -182484.890625 Penalty: 2495.004639
	Iteration 17Q: 3 clusters Score -182484.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -182531.593750 Penalty: 2495.004639
	Iteration 18Q: 3 clusters Score -182531.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -182573.468750 Penalty: 2495.004639
	Iteration 19Q: 3 clusters Score -182573.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -182615.281250 Penalty: 2495.004639
	Iteration 20F: 3 clusters Score -182615.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -182643.062500 Penalty: 2495.004639
	Iteration 21Q: 3 clusters Score -182643.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -182686.078125 Penalty: 2495.004639
	Iteration 22Q: 3 clusters Score -182686.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -182740.421875 Penalty: 2495.004639
	Iteration 23Q: 3 clusters Score -182740.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -182779.546875 Penalty: 2495.004639
	Iteration 24Q: 3 clusters Score -182779.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -182803.468750 Penalty: 2495.004639
	Iteration 25Q: 3 clusters Score -182803.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -182820.984375 Penalty: 2495.004639
	Iteration 26Q: 3 clusters Score -182821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -182833.671875 Penalty: 2495.004639
	Iteration 27Q: 3 clusters Score -182833.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -182843.671875 Penalty: 2495.004639
	Iteration 28Q: 3 clusters Score -182843.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -182846.687500 Penalty: 2495.004639
	Iteration 29Q: 3 clusters Score -182846.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -182848.281250 Penalty: 2495.004639
	Iteration 30Q: 3 clusters Score -182848.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -182849.562500 Penalty: 2495.004639
	Iteration 31Q: 3 clusters Score -182849.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -182850.562500 Penalty: 2495.004639
	Iteration 32Q: 3 clusters Score -182850.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -182851.078125 Penalty: 2495.004639
	Iteration 33Q: 3 clusters Score -182851.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -182851.078125 Penalty: 2495.004639
	Iteration 34F: 3 clusters Score -182851.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (69985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69985 members 
Entering Unmasked Estep 
Score: -6419589.500000 Penalty: 1812.855957
	Iteration 0F: 2 clusters Score -6419590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -6372867.500000 Penalty: 3625.711914
	Iteration 0F: 3 clusters Score -6372868 nChanged 33145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -6391687.500000 Penalty: 3625.711914
	Iteration 1F: 3 clusters Score -6391688 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -6392431.500000 Penalty: 3625.711914
	Iteration 2Q: 3 clusters Score -6392432 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -6393691.000000 Penalty: 3625.711914
	Iteration 3Q: 3 clusters Score -6393691 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -6395584.000000 Penalty: 3625.711914
	Iteration 4F: 3 clusters Score -6395584 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 47456 members 
Entering Unmasked Estep 
Score: -6398360.500000 Penalty: 3625.711914
	Iteration 5F: 3 clusters Score -6398360 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 52410 members 
Entering Unmasked Estep 
Score: -6402228.000000 Penalty: 3625.711914
	Iteration 6F: 3 clusters Score -6402228 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 57750 members 
Entering Unmasked Estep 
Score: -6406737.000000 Penalty: 3625.711914
	Iteration 7F: 3 clusters Score -6406737 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 62581 members 
Entering Unmasked Estep 
Score: -6411147.500000 Penalty: 3625.711914
	Iteration 8F: 3 clusters Score -6411148 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 66139 members 
Entering Unmasked Estep 
Score: -6414528.000000 Penalty: 3625.711914
	Iteration 9F: 3 clusters Score -6414528 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 68224 members 
Entering Unmasked Estep 
Score: -6416469.500000 Penalty: 3625.711914
	Iteration 10Q: 3 clusters Score -6416470 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 69224 members 
Entering Unmasked Estep 
Score: -6417382.000000 Penalty: 3625.711914
	Iteration 11Q: 3 clusters Score -6417382 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 69586 members 
Entering Unmasked Estep 
Score: -6417734.500000 Penalty: 3625.711914
	Iteration 12Q: 3 clusters Score -6417734 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 69719 members 
Entering Unmasked Estep 
Score: -6417885.000000 Penalty: 3625.711914
	Iteration 13Q: 3 clusters Score -6417885 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 69763 members 
Entering Unmasked Estep 
Score: -6417954.500000 Penalty: 3625.711914
	Iteration 14Q: 3 clusters Score -6417954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 69778 members 
Entering Unmasked Estep 
Score: -6417985.000000 Penalty: 3625.711914
	Iteration 15Q: 3 clusters Score -6417985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 69780 members 
Entering Unmasked Estep 
Score: -6418008.000000 Penalty: 3625.711914
	Iteration 16Q: 3 clusters Score -6418008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 69780 members 
Entering Unmasked Estep 
Score: -6418031.000000 Penalty: 3625.711914
	Iteration 17Q: 3 clusters Score -6418031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 69783 members 
Entering Unmasked Estep 
Score: -6418042.000000 Penalty: 3625.711914
	Iteration 18Q: 3 clusters Score -6418042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 69786 members 
Entering Unmasked Estep 
Score: -6418054.000000 Penalty: 3625.711914
	Iteration 19Q: 3 clusters Score -6418054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 69786 members 
Entering Unmasked Estep 
Score: -6418058.000000 Penalty: 3625.711914
	Iteration 20F: 3 clusters Score -6418058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 69784 members 
Entering Unmasked Estep 
Score: -6418062.500000 Penalty: 3625.711914
	Iteration 21Q: 3 clusters Score -6418062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 69784 members 
Entering Unmasked Estep 
Score: -6418062.500000 Penalty: 3625.711914
	Iteration 22F: 3 clusters Score -6418062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Entering Unmasked Estep 
Score: -117621.843750 Penalty: 1169.583252
	Iteration 0F: 2 clusters Score -117621.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -116001.726562 Penalty: 2339.166504
	Iteration 0F: 3 clusters Score -116001.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -116328.406250 Penalty: 2339.166504
	Iteration 1F: 3 clusters Score -116328.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -116409.335938 Penalty: 2339.166504
	Iteration 2F: 3 clusters Score -116409.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -116473.515625 Penalty: 2339.166504
	Iteration 3Q: 3 clusters Score -116473.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -116561.882812 Penalty: 2339.166504
	Iteration 4Q: 3 clusters Score -116561.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -116638.359375 Penalty: 2339.166504
	Iteration 5F: 3 clusters Score -116638.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -116687.906250 Penalty: 2339.166504
	Iteration 6Q: 3 clusters Score -116687.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -116723.656250 Penalty: 2339.166504
	Iteration 7Q: 3 clusters Score -116723.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -116758.140625 Penalty: 2339.166504
	Iteration 8Q: 3 clusters Score -116758.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -116786.023438 Penalty: 2339.166504
	Iteration 9Q: 3 clusters Score -116786 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -116814.312500 Penalty: 2339.166504
	Iteration 10Q: 3 clusters Score -116814.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -116853.492188 Penalty: 2339.166504
	Iteration 11Q: 3 clusters Score -116853.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -116897.304688 Penalty: 2339.166504
	Iteration 12Q: 3 clusters Score -116897.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -116926.125000 Penalty: 2339.166504
	Iteration 13Q: 3 clusters Score -116926.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -116958.945312 Penalty: 2339.166504
	Iteration 14Q: 3 clusters Score -116958.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -116982.578125 Penalty: 2339.166504
	Iteration 15Q: 3 clusters Score -116982.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -116997.023438 Penalty: 2339.166504
	Iteration 16Q: 3 clusters Score -116997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -117010.156250 Penalty: 2339.166504
	Iteration 17Q: 3 clusters Score -117010.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -117016.164062 Penalty: 2339.166504
	Iteration 18Q: 3 clusters Score -117016.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -117020.148438 Penalty: 2339.166504
	Iteration 19Q: 3 clusters Score -117020.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -117024.328125 Penalty: 2339.166504
	Iteration 20F: 3 clusters Score -117024.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -117025.757812 Penalty: 2339.166504
	Iteration 21Q: 3 clusters Score -117025.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -117028.187500 Penalty: 2339.166504
	Iteration 22Q: 3 clusters Score -117028.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -117028.484375 Penalty: 2339.166504
	Iteration 23Q: 3 clusters Score -117028.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -117028.484375 Penalty: 2339.166504
	Iteration 24F: 3 clusters Score -117028.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (13931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Entering Unmasked Estep 
Score: -1290017.000000 Penalty: 1550.554199
	Iteration 0F: 2 clusters Score -1290017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1280285.000000 Penalty: 3101.108398
	Iteration 0F: 3 clusters Score -1280285 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1283632.500000 Penalty: 3101.108398
	Iteration 1F: 3 clusters Score -1283632 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1283999.500000 Penalty: 3101.108398
	Iteration 2F: 3 clusters Score -1284000 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1284423.125000 Penalty: 3101.108398
	Iteration 3F: 3 clusters Score -1284423 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1284877.000000 Penalty: 3101.108398
	Iteration 4F: 3 clusters Score -1284877 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1285333.500000 Penalty: 3101.108398
	Iteration 5F: 3 clusters Score -1285334 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1285761.875000 Penalty: 3101.108398
	Iteration 6F: 3 clusters Score -1285762 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1286172.500000 Penalty: 3101.108398
	Iteration 7F: 3 clusters Score -1286172 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1286588.000000 Penalty: 3101.108398
	Iteration 8Q: 3 clusters Score -1286588 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1287003.750000 Penalty: 3101.108398
	Iteration 9Q: 3 clusters Score -1287004 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1287371.375000 Penalty: 3101.108398
	Iteration 10Q: 3 clusters Score -1287371 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1287693.000000 Penalty: 3101.108398
	Iteration 11Q: 3 clusters Score -1287693 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1287970.750000 Penalty: 3101.108398
	Iteration 12Q: 3 clusters Score -1287971 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1288186.000000 Penalty: 3101.108398
	Iteration 13Q: 3 clusters Score -1288186 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1288360.875000 Penalty: 3101.108398
	Iteration 14Q: 3 clusters Score -1288361 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1288481.625000 Penalty: 3101.108398
	Iteration 15Q: 3 clusters Score -1288482 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1288563.250000 Penalty: 3101.108398
	Iteration 16Q: 3 clusters Score -1288563 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1288604.500000 Penalty: 3101.108398
	Iteration 17Q: 3 clusters Score -1288604 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1288632.875000 Penalty: 3101.108398
	Iteration 18Q: 3 clusters Score -1288633 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1288659.375000 Penalty: 3101.108398
	Iteration 19Q: 3 clusters Score -1288659 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1288681.125000 Penalty: 3101.108398
	Iteration 20F: 3 clusters Score -1288681 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1288693.625000 Penalty: 3101.108398
	Iteration 21Q: 3 clusters Score -1288694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1288702.000000 Penalty: 3101.108398
	Iteration 22Q: 3 clusters Score -1288702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1288711.000000 Penalty: 3101.108398
	Iteration 23Q: 3 clusters Score -1288711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1288717.625000 Penalty: 3101.108398
	Iteration 24Q: 3 clusters Score -1288718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1288721.250000 Penalty: 3101.108398
	Iteration 25Q: 3 clusters Score -1288721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -1288724.125000 Penalty: 3101.108398
	Iteration 26Q: 3 clusters Score -1288724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1288727.750000 Penalty: 3101.108398
	Iteration 27Q: 3 clusters Score -1288728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1288730.125000 Penalty: 3101.108398
	Iteration 28Q: 3 clusters Score -1288730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1288733.250000 Penalty: 3101.108398
	Iteration 29Q: 3 clusters Score -1288733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1288737.750000 Penalty: 3101.108398
	Iteration 30Q: 3 clusters Score -1288738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1288739.625000 Penalty: 3101.108398
	Iteration 31Q: 3 clusters Score -1288740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1288739.375000 Penalty: 3101.108398
	Iteration 32Q: 3 clusters Score -1288739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1288739.875000 Penalty: 3101.108398
	Iteration 33Q: 3 clusters Score -1288740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1288740.000000 Penalty: 3101.108398
	Iteration 34Q: 3 clusters Score -1288740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1288739.000000 Penalty: 3101.108398
	Iteration 35Q: 3 clusters Score -1288739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1288739.000000 Penalty: 3101.108398
	Iteration 36F: 3 clusters Score -1288739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -458251.968750 Penalty: 1395.341919
	Iteration 0F: 2 clusters Score -458252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -454174.062500 Penalty: 2790.683838
	Iteration 0F: 3 clusters Score -454174.1 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -456107.968750 Penalty: 2790.683838
	Iteration 1F: 3 clusters Score -456108 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -457667.281250 Penalty: 2790.683838
	Iteration 2F: 3 clusters Score -457667.3 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -458686.937500 Penalty: 2790.683838
	Iteration 3F: 3 clusters Score -458686.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -459279.812500 Penalty: 2790.683838
	Iteration 4F: 3 clusters Score -459279.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -459698.281250 Penalty: 2790.683838
	Iteration 5Q: 3 clusters Score -459698.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -460042.406250 Penalty: 2790.683838
	Iteration 6Q: 3 clusters Score -460042.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -460150.593750 Penalty: 2790.683838
	Iteration 7Q: 3 clusters Score -460150.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -460188.906250 Penalty: 2790.683838
	Iteration 8Q: 3 clusters Score -460188.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -460205.250000 Penalty: 2790.683838
	Iteration 9Q: 3 clusters Score -460205.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -460212.593750 Penalty: 2790.683838
	Iteration 10Q: 3 clusters Score -460212.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -460216.625000 Penalty: 2790.683838
	Iteration 11Q: 3 clusters Score -460216.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -460219.000000 Penalty: 2790.683838
	Iteration 12Q: 3 clusters Score -460219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -460219.656250 Penalty: 2790.683838
	Iteration 13Q: 3 clusters Score -460219.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -460220.531250 Penalty: 2790.683838
	Iteration 14Q: 3 clusters Score -460220.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -460220.687500 Penalty: 2790.683838
	Iteration 15Q: 3 clusters Score -460220.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -460219.750000 Penalty: 2790.683838
	Iteration 16Q: 3 clusters Score -460219.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -460220.593750 Penalty: 2790.683838
	Iteration 17Q: 3 clusters Score -460220.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -460220.593750 Penalty: 2790.683838
	Iteration 18F: 3 clusters Score -460220.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 51485 members 
Mstep: Class 3 contains 41843 members 
Mstep: Class 4 contains 182228 members 
Mstep: Class 5 contains 7213 members 
Mstep: Class 6 contains 14985 members 
Mstep: Class 7 contains 10665 members 
Mstep: Class 8 contains 1290 members 
Mstep: Class 9 contains 125207 members 
Mstep: Class 10 contains 36193 members 
Mstep: Class 11 contains 18401 members 
Mstep: Class 12 contains 42721 members 
Mstep: Class 13 contains 4887 members 
Mstep: Class 14 contains 1566 members 
Mstep: Class 15 contains 17680 members 
Mstep: Class 16 contains 20111 members 
Mstep: Class 17 contains 82924 members 
Mstep: Class 18 contains 60584 members 
Mstep: Class 19 contains 2311 members 
Mstep: Class 20 contains 6355 members 
Mstep: Class 21 contains 1509 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 61131 members 
Mstep: Class 24 contains 6595 members 
Mstep: Class 25 contains 11103 members 
Mstep: Class 26 contains 5752 members 
Mstep: Class 27 contains 1805 members 
Mstep: Class 28 contains 7252 members 
Mstep: Class 29 contains 2158 members 
Mstep: Class 30 contains 69985 members 
Mstep: Class 31 contains 1336 members 
Mstep: Class 32 contains 13931 members 
Mstep: Class 33 contains 1594 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 1141 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 10284 members 
Mstep: Class 39 contains 4405 members 
Mstep: Class 40 contains 3766 members 
Entering Unmasked Estep 
Score: -84437576.000000 Penalty: 89524.148438
Splitting cluster 33 changes total score from -84436048.000000 to -84437576.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 34 (1866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Entering Unmasked Estep 
Score: -160038.609375 Penalty: 1223.877197
	Iteration 0F: 2 clusters Score -160038.6 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 942 members 
Entering Unmasked Estep 
Score: -158021.218750 Penalty: 2447.754395
	Iteration 0F: 3 clusters Score -158021.2 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -158476.921875 Penalty: 2447.754395
	Iteration 1F: 3 clusters Score -158476.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -158625.687500 Penalty: 2447.754395
	Iteration 2F: 3 clusters Score -158625.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -158688.765625 Penalty: 2447.754395
	Iteration 3Q: 3 clusters Score -158688.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -158712.312500 Penalty: 2447.754395
	Iteration 4Q: 3 clusters Score -158712.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -158732.312500 Penalty: 2447.754395
	Iteration 5Q: 3 clusters Score -158732.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -158748.796875 Penalty: 2447.754395
	Iteration 6Q: 3 clusters Score -158748.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -158761.968750 Penalty: 2447.754395
	Iteration 7Q: 3 clusters Score -158762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -158772.765625 Penalty: 2447.754395
	Iteration 8Q: 3 clusters Score -158772.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -158781.234375 Penalty: 2447.754395
	Iteration 9Q: 3 clusters Score -158781.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -158788.359375 Penalty: 2447.754395
	Iteration 10Q: 3 clusters Score -158788.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -158792.781250 Penalty: 2447.754395
	Iteration 11Q: 3 clusters Score -158792.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -158796.062500 Penalty: 2447.754395
	Iteration 12Q: 3 clusters Score -158796.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -158799.437500 Penalty: 2447.754395
	Iteration 13Q: 3 clusters Score -158799.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -158803.515625 Penalty: 2447.754395
	Iteration 14Q: 3 clusters Score -158803.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -158808.125000 Penalty: 2447.754395
	Iteration 15Q: 3 clusters Score -158808.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -158812.640625 Penalty: 2447.754395
	Iteration 16Q: 3 clusters Score -158812.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -158818.078125 Penalty: 2447.754395
	Iteration 17Q: 3 clusters Score -158818.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -158832.109375 Penalty: 2447.754395
	Iteration 18Q: 3 clusters Score -158832.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -158851.312500 Penalty: 2447.754395
	Iteration 19Q: 3 clusters Score -158851.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -158877.750000 Penalty: 2447.754395
	Iteration 20F: 3 clusters Score -158877.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -158917.171875 Penalty: 2447.754395
	Iteration 21Q: 3 clusters Score -158917.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -158971.375000 Penalty: 2447.754395
	Iteration 22Q: 3 clusters Score -158971.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -159009.484375 Penalty: 2447.754395
	Iteration 23Q: 3 clusters Score -159009.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -159051.562500 Penalty: 2447.754395
	Iteration 24Q: 3 clusters Score -159051.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -159101.578125 Penalty: 2447.754395
	Iteration 25Q: 3 clusters Score -159101.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -159171.328125 Penalty: 2447.754395
	Iteration 26Q: 3 clusters Score -159171.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -159279.406250 Penalty: 2447.754395
	Iteration 27Q: 3 clusters Score -159279.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -159418.281250 Penalty: 2447.754395
	Iteration 28Q: 3 clusters Score -159418.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -159569.953125 Penalty: 2447.754395
	Iteration 29Q: 3 clusters Score -159570 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -159683.984375 Penalty: 2447.754395
	Iteration 30Q: 3 clusters Score -159684 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -159780.828125 Penalty: 2447.754395
	Iteration 31Q: 3 clusters Score -159780.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -159843.031250 Penalty: 2447.754395
	Iteration 32Q: 3 clusters Score -159843 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -159887.750000 Penalty: 2447.754395
	Iteration 33Q: 3 clusters Score -159887.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -159938.984375 Penalty: 2447.754395
	Iteration 34Q: 3 clusters Score -159939 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -159985.859375 Penalty: 2447.754395
	Iteration 35Q: 3 clusters Score -159985.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -160015.750000 Penalty: 2447.754395
	Iteration 36Q: 3 clusters Score -160015.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -160025.750000 Penalty: 2447.754395
	Iteration 37Q: 3 clusters Score -160025.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -160028.375000 Penalty: 2447.754395
	Iteration 38Q: 3 clusters Score -160028.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -160031.890625 Penalty: 2447.754395
	Iteration 39Q: 3 clusters Score -160031.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -160031.890625 Penalty: 2447.754395
	Iteration 40F: 3 clusters Score -160031.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Entering Unmasked Estep 
Score: -81176.382812 Penalty: 1143.944824
	Iteration 0F: 2 clusters Score -81176.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -79695.531250 Penalty: 2287.889648
	Iteration 0F: 3 clusters Score -79695.53 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -80160.578125 Penalty: 2287.889648
	Iteration 1F: 3 clusters Score -80160.58 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -80411.968750 Penalty: 2287.889648
	Iteration 2F: 3 clusters Score -80411.97 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -80679.515625 Penalty: 2287.889648
	Iteration 3F: 3 clusters Score -80679.52 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -80822.031250 Penalty: 2287.889648
	Iteration 4F: 3 clusters Score -80822.03 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -80916.109375 Penalty: 2287.889648
	Iteration 5Q: 3 clusters Score -80916.11 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -80978.820312 Penalty: 2287.889648
	Iteration 6Q: 3 clusters Score -80978.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -81003.929688 Penalty: 2287.889648
	Iteration 7Q: 3 clusters Score -81003.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -81012.593750 Penalty: 2287.889648
	Iteration 8Q: 3 clusters Score -81012.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -81016.726562 Penalty: 2287.889648
	Iteration 9Q: 3 clusters Score -81016.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -81018.390625 Penalty: 2287.889648
	Iteration 10Q: 3 clusters Score -81018.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -81022.164062 Penalty: 2287.889648
	Iteration 11Q: 3 clusters Score -81022.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -81026.460938 Penalty: 2287.889648
	Iteration 12Q: 3 clusters Score -81026.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -81029.773438 Penalty: 2287.889648
	Iteration 13Q: 3 clusters Score -81029.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -81032.515625 Penalty: 2287.889648
	Iteration 14Q: 3 clusters Score -81032.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -81032.960938 Penalty: 2287.889648
	Iteration 15Q: 3 clusters Score -81032.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -81032.960938 Penalty: 2287.889648
	Iteration 16F: 3 clusters Score -81032.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -92531.859375 Penalty: 1137.702393
	Iteration 0F: 2 clusters Score -92531.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -91029.726562 Penalty: 2275.404785
	Iteration 0F: 3 clusters Score -91029.73 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -91339.570312 Penalty: 2275.404785
	Iteration 1F: 3 clusters Score -91339.57 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -91424.343750 Penalty: 2275.404785
	Iteration 2F: 3 clusters Score -91424.34 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -91472.070312 Penalty: 2275.404785
	Iteration 3Q: 3 clusters Score -91472.07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -91508.726562 Penalty: 2275.404785
	Iteration 4Q: 3 clusters Score -91508.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -91535.742188 Penalty: 2275.404785
	Iteration 5Q: 3 clusters Score -91535.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -91570.976562 Penalty: 2275.404785
	Iteration 6Q: 3 clusters Score -91570.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -91599.453125 Penalty: 2275.404785
	Iteration 7Q: 3 clusters Score -91599.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -91639.734375 Penalty: 2275.404785
	Iteration 8Q: 3 clusters Score -91639.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -91680.234375 Penalty: 2275.404785
	Iteration 9Q: 3 clusters Score -91680.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -91722.718750 Penalty: 2275.404785
	Iteration 10Q: 3 clusters Score -91722.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -91757.796875 Penalty: 2275.404785
	Iteration 11Q: 3 clusters Score -91757.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -91818.585938 Penalty: 2275.404785
	Iteration 12Q: 3 clusters Score -91818.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -91883.945312 Penalty: 2275.404785
	Iteration 13Q: 3 clusters Score -91883.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -91976.546875 Penalty: 2275.404785
	Iteration 14Q: 3 clusters Score -91976.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -92044.187500 Penalty: 2275.404785
	Iteration 15Q: 3 clusters Score -92044.19 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -92095.328125 Penalty: 2275.404785
	Iteration 16Q: 3 clusters Score -92095.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -92124.796875 Penalty: 2275.404785
	Iteration 17Q: 3 clusters Score -92124.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -92141.070312 Penalty: 2275.404785
	Iteration 18Q: 3 clusters Score -92141.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -92148.820312 Penalty: 2275.404785
	Iteration 19Q: 3 clusters Score -92148.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -92154.343750 Penalty: 2275.404785
	Iteration 20F: 3 clusters Score -92154.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -92159.437500 Penalty: 2275.404785
	Iteration 21Q: 3 clusters Score -92159.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -92164.007812 Penalty: 2275.404785
	Iteration 22Q: 3 clusters Score -92164.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -92169.921875 Penalty: 2275.404785
	Iteration 23Q: 3 clusters Score -92169.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -92173.296875 Penalty: 2275.404785
	Iteration 24Q: 3 clusters Score -92173.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -92174.195312 Penalty: 2275.404785
	Iteration 25Q: 3 clusters Score -92174.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -92174.195312 Penalty: 2275.404785
	Iteration 26F: 3 clusters Score -92174.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Entering Unmasked Estep 
Score: -141899.062500 Penalty: 1207.393555
	Iteration 0F: 2 clusters Score -141899.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -139991.937500 Penalty: 2414.787109
	Iteration 0F: 3 clusters Score -139991.9 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -140423.906250 Penalty: 2414.787109
	Iteration 1F: 3 clusters Score -140423.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -140569.671875 Penalty: 2414.787109
	Iteration 2F: 3 clusters Score -140569.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -140624.625000 Penalty: 2414.787109
	Iteration 3Q: 3 clusters Score -140624.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -140663.625000 Penalty: 2414.787109
	Iteration 4Q: 3 clusters Score -140663.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -140689.984375 Penalty: 2414.787109
	Iteration 5Q: 3 clusters Score -140690 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -140707.484375 Penalty: 2414.787109
	Iteration 6Q: 3 clusters Score -140707.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -140725.531250 Penalty: 2414.787109
	Iteration 7Q: 3 clusters Score -140725.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -140742.812500 Penalty: 2414.787109
	Iteration 8Q: 3 clusters Score -140742.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -140754.828125 Penalty: 2414.787109
	Iteration 9Q: 3 clusters Score -140754.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -140772.453125 Penalty: 2414.787109
	Iteration 10Q: 3 clusters Score -140772.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -140788.890625 Penalty: 2414.787109
	Iteration 11Q: 3 clusters Score -140788.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -140798.328125 Penalty: 2414.787109
	Iteration 12Q: 3 clusters Score -140798.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -140810.765625 Penalty: 2414.787109
	Iteration 13Q: 3 clusters Score -140810.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -140827.093750 Penalty: 2414.787109
	Iteration 14Q: 3 clusters Score -140827.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -140851.234375 Penalty: 2414.787109
	Iteration 15Q: 3 clusters Score -140851.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -140871.562500 Penalty: 2414.787109
	Iteration 16Q: 3 clusters Score -140871.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -140885.468750 Penalty: 2414.787109
	Iteration 17Q: 3 clusters Score -140885.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -140896.843750 Penalty: 2414.787109
	Iteration 18Q: 3 clusters Score -140896.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -140911.593750 Penalty: 2414.787109
	Iteration 19Q: 3 clusters Score -140911.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -140920.015625 Penalty: 2414.787109
	Iteration 20F: 3 clusters Score -140920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -140928.218750 Penalty: 2414.787109
	Iteration 21Q: 3 clusters Score -140928.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -140937.812500 Penalty: 2414.787109
	Iteration 22Q: 3 clusters Score -140937.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -140944.234375 Penalty: 2414.787109
	Iteration 23Q: 3 clusters Score -140944.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -140951.281250 Penalty: 2414.787109
	Iteration 24Q: 3 clusters Score -140951.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -140957.031250 Penalty: 2414.787109
	Iteration 25Q: 3 clusters Score -140957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -140961.781250 Penalty: 2414.787109
	Iteration 26Q: 3 clusters Score -140961.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -140966.078125 Penalty: 2414.787109
	Iteration 27Q: 3 clusters Score -140966.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -140971.515625 Penalty: 2414.787109
	Iteration 28Q: 3 clusters Score -140971.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -140976.093750 Penalty: 2414.787109
	Iteration 29Q: 3 clusters Score -140976.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -140980.625000 Penalty: 2414.787109
	Iteration 30Q: 3 clusters Score -140980.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -140987.609375 Penalty: 2414.787109
	Iteration 31Q: 3 clusters Score -140987.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -140996.562500 Penalty: 2414.787109
	Iteration 32Q: 3 clusters Score -140996.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -141003.156250 Penalty: 2414.787109
	Iteration 33Q: 3 clusters Score -141003.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -141006.953125 Penalty: 2414.787109
	Iteration 34Q: 3 clusters Score -141007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -141011.406250 Penalty: 2414.787109
	Iteration 35Q: 3 clusters Score -141011.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -141015.375000 Penalty: 2414.787109
	Iteration 36Q: 3 clusters Score -141015.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -141020.968750 Penalty: 2414.787109
	Iteration 37Q: 3 clusters Score -141021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -141024.312500 Penalty: 2414.787109
	Iteration 38Q: 3 clusters Score -141024.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -141027.593750 Penalty: 2414.787109
	Iteration 39Q: 3 clusters Score -141027.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -141030.968750 Penalty: 2414.787109
	Iteration 40F: 3 clusters Score -141031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -141034.656250 Penalty: 2414.787109
	Iteration 41Q: 3 clusters Score -141034.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -141036.812500 Penalty: 2414.787109
	Iteration 42Q: 3 clusters Score -141036.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -141040.296875 Penalty: 2414.787109
	Iteration 43Q: 3 clusters Score -141040.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -141043.312500 Penalty: 2414.787109
	Iteration 44Q: 3 clusters Score -141043.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -141045.250000 Penalty: 2414.787109
	Iteration 45Q: 3 clusters Score -141045.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -141046.671875 Penalty: 2414.787109
	Iteration 46Q: 3 clusters Score -141046.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -141048.640625 Penalty: 2414.787109
	Iteration 47Q: 3 clusters Score -141048.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -141048.640625 Penalty: 2414.787109
	Iteration 48F: 3 clusters Score -141048.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (10284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Entering Unmasked Estep 
Score: -907246.812500 Penalty: 1501.230957
	Iteration 0F: 2 clusters Score -907246.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -899878.125000 Penalty: 3002.461914
	Iteration 0F: 3 clusters Score -899878.1 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -902376.437500 Penalty: 3002.461914
	Iteration 1F: 3 clusters Score -902376.4 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -902729.062500 Penalty: 3002.461914
	Iteration 2F: 3 clusters Score -902729.1 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -903089.250000 Penalty: 3002.461914
	Iteration 3F: 3 clusters Score -903089.2 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -903570.875000 Penalty: 3002.461914
	Iteration 4F: 3 clusters Score -903570.9 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -904205.125000 Penalty: 3002.461914
	Iteration 5F: 3 clusters Score -904205.1 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -904896.125000 Penalty: 3002.461914
	Iteration 6F: 3 clusters Score -904896.1 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -905561.937500 Penalty: 3002.461914
	Iteration 7F: 3 clusters Score -905561.9 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -906136.375000 Penalty: 3002.461914
	Iteration 8F: 3 clusters Score -906136.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -906675.937500 Penalty: 3002.461914
	Iteration 9Q: 3 clusters Score -906675.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -907271.125000 Penalty: 3002.461914
	Iteration 10Q: 3 clusters Score -907271.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -907856.500000 Penalty: 3002.461914
	Iteration 11Q: 3 clusters Score -907856.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -908185.125000 Penalty: 3002.461914
	Iteration 12Q: 3 clusters Score -908185.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -908310.000000 Penalty: 3002.461914
	Iteration 13Q: 3 clusters Score -908310 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -908373.062500 Penalty: 3002.461914
	Iteration 14Q: 3 clusters Score -908373.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -908414.687500 Penalty: 3002.461914
	Iteration 15Q: 3 clusters Score -908414.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -908450.812500 Penalty: 3002.461914
	Iteration 16Q: 3 clusters Score -908450.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -908484.375000 Penalty: 3002.461914
	Iteration 17Q: 3 clusters Score -908484.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -908506.875000 Penalty: 3002.461914
	Iteration 18Q: 3 clusters Score -908506.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -908522.875000 Penalty: 3002.461914
	Iteration 19Q: 3 clusters Score -908522.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -908534.375000 Penalty: 3002.461914
	Iteration 20F: 3 clusters Score -908534.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -908539.750000 Penalty: 3002.461914
	Iteration 21Q: 3 clusters Score -908539.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -908545.562500 Penalty: 3002.461914
	Iteration 22Q: 3 clusters Score -908545.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -908551.687500 Penalty: 3002.461914
	Iteration 23Q: 3 clusters Score -908551.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -908551.562500 Penalty: 3002.461914
	Iteration 24Q: 3 clusters Score -908551.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -908553.250000 Penalty: 3002.461914
	Iteration 25Q: 3 clusters Score -908553.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -908556.125000 Penalty: 3002.461914
	Iteration 26Q: 3 clusters Score -908556.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -908560.562500 Penalty: 3002.461914
	Iteration 27Q: 3 clusters Score -908560.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -908561.000000 Penalty: 3002.461914
	Iteration 28Q: 3 clusters Score -908561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -908558.812500 Penalty: 3002.461914
	Iteration 29Q: 3 clusters Score -908558.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -908560.812500 Penalty: 3002.461914
	Iteration 30Q: 3 clusters Score -908560.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -908559.625000 Penalty: 3002.461914
	Iteration 31Q: 3 clusters Score -908559.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -908560.750000 Penalty: 3002.461914
	Iteration 32Q: 3 clusters Score -908560.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -908563.062500 Penalty: 3002.461914
	Iteration 33Q: 3 clusters Score -908563.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -908563.187500 Penalty: 3002.461914
	Iteration 34Q: 3 clusters Score -908563.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -908563.000000 Penalty: 3002.461914
	Iteration 35Q: 3 clusters Score -908563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -908567.625000 Penalty: 3002.461914
	Iteration 36Q: 3 clusters Score -908567.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -908568.875000 Penalty: 3002.461914
	Iteration 37Q: 3 clusters Score -908568.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -908570.937500 Penalty: 3002.461914
	Iteration 38Q: 3 clusters Score -908570.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -908570.562500 Penalty: 3002.461914
	Iteration 39Q: 3 clusters Score -908570.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -908574.625000 Penalty: 3002.461914
	Iteration 40F: 3 clusters Score -908574.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -908575.687500 Penalty: 3002.461914
	Iteration 41Q: 3 clusters Score -908575.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -908575.250000 Penalty: 3002.461914
	Iteration 42Q: 3 clusters Score -908575.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -908576.687500 Penalty: 3002.461914
	Iteration 43Q: 3 clusters Score -908576.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -908576.937500 Penalty: 3002.461914
	Iteration 44Q: 3 clusters Score -908576.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -908580.687500 Penalty: 3002.461914
	Iteration 45Q: 3 clusters Score -908580.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -908579.875000 Penalty: 3002.461914
	Iteration 46Q: 3 clusters Score -908579.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -908579.937500 Penalty: 3002.461914
	Iteration 47Q: 3 clusters Score -908579.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -908580.062500 Penalty: 3002.461914
	Iteration 48Q: 3 clusters Score -908580.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -908580.375000 Penalty: 3002.461914
	Iteration 49Q: 3 clusters Score -908580.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -908579.812500 Penalty: 3002.461914
	Iteration 50Q: 3 clusters Score -908579.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -908579.812500 Penalty: 3002.461914
	Iteration 51F: 3 clusters Score -908579.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 51485 members 
Mstep: Class 3 contains 41843 members 
Mstep: Class 4 contains 182228 members 
Mstep: Class 5 contains 7213 members 
Mstep: Class 6 contains 14985 members 
Mstep: Class 7 contains 10665 members 
Mstep: Class 8 contains 1290 members 
Mstep: Class 9 contains 125207 members 
Mstep: Class 10 contains 36193 members 
Mstep: Class 11 contains 18401 members 
Mstep: Class 12 contains 42721 members 
Mstep: Class 13 contains 4887 members 
Mstep: Class 14 contains 1566 members 
Mstep: Class 15 contains 17680 members 
Mstep: Class 16 contains 20111 members 
Mstep: Class 17 contains 82924 members 
Mstep: Class 18 contains 60584 members 
Mstep: Class 19 contains 2311 members 
Mstep: Class 20 contains 6355 members 
Mstep: Class 21 contains 1509 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 61131 members 
Mstep: Class 24 contains 6595 members 
Mstep: Class 25 contains 11103 members 
Mstep: Class 26 contains 5752 members 
Mstep: Class 27 contains 1805 members 
Mstep: Class 28 contains 7252 members 
Mstep: Class 29 contains 2158 members 
Mstep: Class 30 contains 69985 members 
Mstep: Class 31 contains 1336 members 
Mstep: Class 32 contains 13931 members 
Mstep: Class 33 contains 1594 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 1141 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 6764 members 
Mstep: Class 39 contains 4405 members 
Mstep: Class 40 contains 3766 members 
Mstep: Class 41 contains 3520 members 
Entering Unmasked Estep 
Score: -84438464.000000 Penalty: 91762.257812
Splitting cluster 38 changes total score from -84436048.000000 to -84438464.000000
So it's getting split into cluster 41.
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 51485 members 
Mstep: Class 3 contains 41843 members 
Mstep: Class 4 contains 182228 members 
Mstep: Class 5 contains 7213 members 
Mstep: Class 6 contains 14985 members 
Mstep: Class 7 contains 10665 members 
Mstep: Class 8 contains 1290 members 
Mstep: Class 9 contains 125207 members 
Mstep: Class 10 contains 36193 members 
Mstep: Class 11 contains 18401 members 
Mstep: Class 12 contains 42721 members 
Mstep: Class 13 contains 4887 members 
Mstep: Class 14 contains 1566 members 
Mstep: Class 15 contains 17680 members 
Mstep: Class 16 contains 20111 members 
Mstep: Class 17 contains 82924 members 
Mstep: Class 18 contains 60584 members 
Mstep: Class 19 contains 2311 members 
Mstep: Class 20 contains 6355 members 
Mstep: Class 21 contains 1509 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 61131 members 
Mstep: Class 24 contains 6595 members 
Mstep: Class 25 contains 11103 members 
Mstep: Class 26 contains 5752 members 
Mstep: Class 27 contains 1805 members 
Mstep: Class 28 contains 7252 members 
Mstep: Class 29 contains 2158 members 
Mstep: Class 30 contains 69985 members 
Mstep: Class 31 contains 1336 members 
Mstep: Class 32 contains 13931 members 
Mstep: Class 33 contains 1594 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 1141 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 6764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84439392.000000 Penalty: 91762.257812
Iteration 119Q: 42 clusters Score -8.443939e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 51485 members 
Mstep: Class 3 contains 41847 members 
Mstep: Class 4 contains 181983 members 
Mstep: Class 5 contains 7224 members 
Mstep: Class 6 contains 14983 members 
Mstep: Class 7 contains 10667 members 
Mstep: Class 8 contains 1282 members 
Mstep: Class 9 contains 125156 members 
Mstep: Class 10 contains 36234 members 
Mstep: Class 11 contains 18401 members 
Mstep: Class 12 contains 42711 members 
Mstep: Class 13 contains 4908 members 
Mstep: Class 14 contains 1576 members 
Mstep: Class 15 contains 17623 members 
Mstep: Class 16 contains 20169 members 
Mstep: Class 17 contains 83193 members 
Mstep: Class 18 contains 60598 members 
Mstep: Class 19 contains 2293 members 
Mstep: Class 20 contains 6344 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 2510 members 
Mstep: Class 23 contains 61126 members 
Mstep: Class 24 contains 6638 members 
Mstep: Class 25 contains 11159 members 
Mstep: Class 26 contains 5754 members 
Mstep: Class 27 contains 1772 members 
Mstep: Class 28 contains 7257 members 
Mstep: Class 29 contains 2277 members 
Mstep: Class 30 contains 69961 members 
Mstep: Class 31 contains 1337 members 
Mstep: Class 32 contains 13965 members 
Mstep: Class 33 contains 1607 members 
Mstep: Class 34 contains 1875 members 
Mstep: Class 35 contains 1136 members 
Mstep: Class 36 contains 1100 members 
Mstep: Class 37 contains 1683 members 
Mstep: Class 38 contains 6985 members 
Mstep: Class 39 contains 4257 members 
Mstep: Class 40 contains 3647 members 
Mstep: Class 41 contains 3395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84440512.000000 Penalty: 91762.257812
Iteration 120F: 42 clusters Score -8.444051e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 51485 members 
Mstep: Class 3 contains 41849 members 
Mstep: Class 4 contains 181751 members 
Mstep: Class 5 contains 7237 members 
Mstep: Class 6 contains 14984 members 
Mstep: Class 7 contains 10671 members 
Mstep: Class 8 contains 1276 members 
Mstep: Class 9 contains 125124 members 
Mstep: Class 10 contains 36078 members 
Mstep: Class 11 contains 18403 members 
Mstep: Class 12 contains 42703 members 
Mstep: Class 13 contains 4872 members 
Mstep: Class 14 contains 1578 members 
Mstep: Class 15 contains 17591 members 
Mstep: Class 16 contains 20181 members 
Mstep: Class 17 contains 83425 members 
Mstep: Class 18 contains 60599 members 
Mstep: Class 19 contains 2218 members 
Mstep: Class 20 contains 6329 members 
Mstep: Class 21 contains 1556 members 
Mstep: Class 22 contains 2504 members 
Mstep: Class 23 contains 61120 members 
Mstep: Class 24 contains 6598 members 
Mstep: Class 25 contains 11182 members 
Mstep: Class 26 contains 5761 members 
Mstep: Class 27 contains 1759 members 
Mstep: Class 28 contains 7254 members 
Mstep: Class 29 contains 2255 members 
Mstep: Class 30 contains 69935 members 
Mstep: Class 31 contains 1337 members 
Mstep: Class 32 contains 13980 members 
Mstep: Class 33 contains 1605 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 1135 members 
Mstep: Class 36 contains 1103 members 
Mstep: Class 37 contains 1684 members 
Mstep: Class 38 contains 7075 members 
Mstep: Class 39 contains 4497 members 
Mstep: Class 40 contains 3748 members 
Mstep: Class 41 contains 3457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84440952.000000 Penalty: 91762.257812
Iteration 121Q: 42 clusters Score -8.444095e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 51485 members 
Mstep: Class 3 contains 41853 members 
Mstep: Class 4 contains 181519 members 
Mstep: Class 5 contains 7248 members 
Mstep: Class 6 contains 14982 members 
Mstep: Class 7 contains 10664 members 
Mstep: Class 8 contains 1272 members 
Mstep: Class 9 contains 125091 members 
Mstep: Class 10 contains 35954 members 
Mstep: Class 11 contains 18402 members 
Mstep: Class 12 contains 42692 members 
Mstep: Class 13 contains 4840 members 
Mstep: Class 14 contains 1571 members 
Mstep: Class 15 contains 17578 members 
Mstep: Class 16 contains 20191 members 
Mstep: Class 17 contains 83656 members 
Mstep: Class 18 contains 60604 members 
Mstep: Class 19 contains 2163 members 
Mstep: Class 20 contains 6319 members 
Mstep: Class 21 contains 1564 members 
Mstep: Class 22 contains 2505 members 
Mstep: Class 23 contains 61115 members 
Mstep: Class 24 contains 6577 members 
Mstep: Class 25 contains 11225 members 
Mstep: Class 26 contains 5761 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 7252 members 
Mstep: Class 29 contains 2273 members 
Mstep: Class 30 contains 69909 members 
Mstep: Class 31 contains 1339 members 
Mstep: Class 32 contains 13998 members 
Mstep: Class 33 contains 1607 members 
Mstep: Class 34 contains 1802 members 
Mstep: Class 35 contains 1133 members 
Mstep: Class 36 contains 1103 members 
Mstep: Class 37 contains 1683 members 
Mstep: Class 38 contains 7134 members 
Mstep: Class 39 contains 4655 members 
Mstep: Class 40 contains 3808 members 
Mstep: Class 41 contains 3483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84441384.000000 Penalty: 91762.257812
Iteration 122Q: 42 clusters Score -8.444138e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 51485 members 
Mstep: Class 3 contains 41851 members 
Mstep: Class 4 contains 181300 members 
Mstep: Class 5 contains 7255 members 
Mstep: Class 6 contains 14979 members 
Mstep: Class 7 contains 10661 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 125048 members 
Mstep: Class 10 contains 35819 members 
Mstep: Class 11 contains 18401 members 
Mstep: Class 12 contains 42689 members 
Mstep: Class 13 contains 4827 members 
Mstep: Class 14 contains 1561 members 
Mstep: Class 15 contains 17577 members 
Mstep: Class 16 contains 20207 members 
Mstep: Class 17 contains 83898 members 
Mstep: Class 18 contains 60608 members 
Mstep: Class 19 contains 2115 members 
Mstep: Class 20 contains 6304 members 
Mstep: Class 21 contains 1574 members 
Mstep: Class 22 contains 2505 members 
Mstep: Class 23 contains 61109 members 
Mstep: Class 24 contains 6557 members 
Mstep: Class 25 contains 11278 members 
Mstep: Class 26 contains 5761 members 
Mstep: Class 27 contains 1739 members 
Mstep: Class 28 contains 7257 members 
Mstep: Class 29 contains 2307 members 
Mstep: Class 30 contains 69900 members 
Mstep: Class 31 contains 1342 members 
Mstep: Class 32 contains 14014 members 
Mstep: Class 33 contains 1612 members 
Mstep: Class 34 contains 1768 members 
Mstep: Class 35 contains 1133 members 
Mstep: Class 36 contains 1102 members 
Mstep: Class 37 contains 1680 members 
Mstep: Class 38 contains 7178 members 
Mstep: Class 39 contains 4782 members 
Mstep: Class 40 contains 3858 members 
Mstep: Class 41 contains 3482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84441680.000000 Penalty: 91762.257812
Iteration 123Q: 42 clusters Score -8.444168e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 51485 members 
Mstep: Class 3 contains 41843 members 
Mstep: Class 4 contains 181068 members 
Mstep: Class 5 contains 7263 members 
Mstep: Class 6 contains 14972 members 
Mstep: Class 7 contains 10662 members 
Mstep: Class 8 contains 1252 members 
Mstep: Class 9 contains 125001 members 
Mstep: Class 10 contains 35719 members 
Mstep: Class 11 contains 18401 members 
Mstep: Class 12 contains 42680 members 
Mstep: Class 13 contains 4802 members 
Mstep: Class 14 contains 1551 members 
Mstep: Class 15 contains 17588 members 
Mstep: Class 16 contains 20224 members 
Mstep: Class 17 contains 84137 members 
Mstep: Class 18 contains 60614 members 
Mstep: Class 19 contains 2082 members 
Mstep: Class 20 contains 6296 members 
Mstep: Class 21 contains 1582 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 61097 members 
Mstep: Class 24 contains 6542 members 
Mstep: Class 25 contains 11331 members 
Mstep: Class 26 contains 5758 members 
Mstep: Class 27 contains 1738 members 
Mstep: Class 28 contains 7258 members 
Mstep: Class 29 contains 2336 members 
Mstep: Class 30 contains 69893 members 
Mstep: Class 31 contains 1345 members 
Mstep: Class 32 contains 14028 members 
Mstep: Class 33 contains 1615 members 
Mstep: Class 34 contains 1738 members 
Mstep: Class 35 contains 1133 members 
Mstep: Class 36 contains 1101 members 
Mstep: Class 37 contains 1679 members 
Mstep: Class 38 contains 7215 members 
Mstep: Class 39 contains 4904 members 
Mstep: Class 40 contains 3893 members 
Mstep: Class 41 contains 3483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84441744.000000 Penalty: 91762.257812
Iteration 124Q: 42 clusters Score -8.444174e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 51485 members 
Mstep: Class 3 contains 41848 members 
Mstep: Class 4 contains 180823 members 
Mstep: Class 5 contains 7268 members 
Mstep: Class 6 contains 14966 members 
Mstep: Class 7 contains 10666 members 
Mstep: Class 8 contains 1244 members 
Mstep: Class 9 contains 124935 members 
Mstep: Class 10 contains 35599 members 
Mstep: Class 11 contains 18401 members 
Mstep: Class 12 contains 42655 members 
Mstep: Class 13 contains 4778 members 
Mstep: Class 14 contains 1541 members 
Mstep: Class 15 contains 17588 members 
Mstep: Class 16 contains 20249 members 
Mstep: Class 17 contains 84389 members 
Mstep: Class 18 contains 60621 members 
Mstep: Class 19 contains 2055 members 
Mstep: Class 20 contains 6288 members 
Mstep: Class 21 contains 1590 members 
Mstep: Class 22 contains 2499 members 
Mstep: Class 23 contains 61090 members 
Mstep: Class 24 contains 6525 members 
Mstep: Class 25 contains 11408 members 
Mstep: Class 26 contains 5751 members 
Mstep: Class 27 contains 1736 members 
Mstep: Class 28 contains 7261 members 
Mstep: Class 29 contains 2356 members 
Mstep: Class 30 contains 69884 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 14046 members 
Mstep: Class 33 contains 1614 members 
Mstep: Class 34 contains 1719 members 
Mstep: Class 35 contains 1132 members 
Mstep: Class 36 contains 1100 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 7254 members 
Mstep: Class 39 contains 5006 members 
Mstep: Class 40 contains 3923 members 
Mstep: Class 41 contains 3487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442008.000000 Penalty: 91762.257812
Iteration 125Q: 42 clusters Score -8.444201e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 51485 members 
Mstep: Class 3 contains 41854 members 
Mstep: Class 4 contains 180587 members 
Mstep: Class 5 contains 7276 members 
Mstep: Class 6 contains 14966 members 
Mstep: Class 7 contains 10664 members 
Mstep: Class 8 contains 1231 members 
Mstep: Class 9 contains 124870 members 
Mstep: Class 10 contains 35502 members 
Mstep: Class 11 contains 18401 members 
Mstep: Class 12 contains 42632 members 
Mstep: Class 13 contains 4771 members 
Mstep: Class 14 contains 1534 members 
Mstep: Class 15 contains 17586 members 
Mstep: Class 16 contains 20274 members 
Mstep: Class 17 contains 84637 members 
Mstep: Class 18 contains 60629 members 
Mstep: Class 19 contains 2030 members 
Mstep: Class 20 contains 6279 members 
Mstep: Class 21 contains 1593 members 
Mstep: Class 22 contains 2486 members 
Mstep: Class 23 contains 61090 members 
Mstep: Class 24 contains 6502 members 
Mstep: Class 25 contains 11464 members 
Mstep: Class 26 contains 5748 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 7267 members 
Mstep: Class 29 contains 2372 members 
Mstep: Class 30 contains 69877 members 
Mstep: Class 31 contains 1351 members 
Mstep: Class 32 contains 14075 members 
Mstep: Class 33 contains 1613 members 
Mstep: Class 34 contains 1708 members 
Mstep: Class 35 contains 1129 members 
Mstep: Class 36 contains 1099 members 
Mstep: Class 37 contains 1682 members 
Mstep: Class 38 contains 7299 members 
Mstep: Class 39 contains 5083 members 
Mstep: Class 40 contains 3962 members 
Mstep: Class 41 contains 3489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442112.000000 Penalty: 91762.257812
Iteration 126Q: 42 clusters Score -8.444211e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 51485 members 
Mstep: Class 3 contains 41845 members 
Mstep: Class 4 contains 180357 members 
Mstep: Class 5 contains 7280 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 10665 members 
Mstep: Class 8 contains 1218 members 
Mstep: Class 9 contains 124817 members 
Mstep: Class 10 contains 35401 members 
Mstep: Class 11 contains 18404 members 
Mstep: Class 12 contains 42603 members 
Mstep: Class 13 contains 4773 members 
Mstep: Class 14 contains 1536 members 
Mstep: Class 15 contains 17577 members 
Mstep: Class 16 contains 20292 members 
Mstep: Class 17 contains 84885 members 
Mstep: Class 18 contains 60635 members 
Mstep: Class 19 contains 1998 members 
Mstep: Class 20 contains 6268 members 
Mstep: Class 21 contains 1597 members 
Mstep: Class 22 contains 2480 members 
Mstep: Class 23 contains 61092 members 
Mstep: Class 24 contains 6479 members 
Mstep: Class 25 contains 11551 members 
Mstep: Class 26 contains 5740 members 
Mstep: Class 27 contains 1733 members 
Mstep: Class 28 contains 7274 members 
Mstep: Class 29 contains 2384 members 
Mstep: Class 30 contains 69857 members 
Mstep: Class 31 contains 1354 members 
Mstep: Class 32 contains 14102 members 
Mstep: Class 33 contains 1612 members 
Mstep: Class 34 contains 1697 members 
Mstep: Class 35 contains 1122 members 
Mstep: Class 36 contains 1099 members 
Mstep: Class 37 contains 1680 members 
Mstep: Class 38 contains 7352 members 
Mstep: Class 39 contains 5133 members 
Mstep: Class 40 contains 3996 members 
Mstep: Class 41 contains 3489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442472.000000 Penalty: 91762.257812
Iteration 127Q: 42 clusters Score -8.444247e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 51485 members 
Mstep: Class 3 contains 41852 members 
Mstep: Class 4 contains 180139 members 
Mstep: Class 5 contains 7284 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 10669 members 
Mstep: Class 8 contains 1204 members 
Mstep: Class 9 contains 124776 members 
Mstep: Class 10 contains 35225 members 
Mstep: Class 11 contains 18404 members 
Mstep: Class 12 contains 42573 members 
Mstep: Class 13 contains 4764 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 17579 members 
Mstep: Class 16 contains 20317 members 
Mstep: Class 17 contains 85181 members 
Mstep: Class 18 contains 60645 members 
Mstep: Class 19 contains 1961 members 
Mstep: Class 20 contains 6261 members 
Mstep: Class 21 contains 1601 members 
Mstep: Class 22 contains 2483 members 
Mstep: Class 23 contains 61089 members 
Mstep: Class 24 contains 6461 members 
Mstep: Class 25 contains 11630 members 
Mstep: Class 26 contains 5736 members 
Mstep: Class 27 contains 1732 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 2392 members 
Mstep: Class 30 contains 69838 members 
Mstep: Class 31 contains 1363 members 
Mstep: Class 32 contains 14119 members 
Mstep: Class 33 contains 1612 members 
Mstep: Class 34 contains 1686 members 
Mstep: Class 35 contains 1115 members 
Mstep: Class 36 contains 1099 members 
Mstep: Class 37 contains 1679 members 
Mstep: Class 38 contains 7386 members 
Mstep: Class 39 contains 5188 members 
Mstep: Class 40 contains 4040 members 
Mstep: Class 41 contains 3489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442864.000000 Penalty: 91762.257812
Iteration 128Q: 42 clusters Score -8.444286e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 51484 members 
Mstep: Class 3 contains 41861 members 
Mstep: Class 4 contains 179917 members 
Mstep: Class 5 contains 7299 members 
Mstep: Class 6 contains 14966 members 
Mstep: Class 7 contains 10676 members 
Mstep: Class 8 contains 1190 members 
Mstep: Class 9 contains 124734 members 
Mstep: Class 10 contains 35060 members 
Mstep: Class 11 contains 18404 members 
Mstep: Class 12 contains 42533 members 
Mstep: Class 13 contains 4767 members 
Mstep: Class 14 contains 1519 members 
Mstep: Class 15 contains 17581 members 
Mstep: Class 16 contains 20343 members 
Mstep: Class 17 contains 85465 members 
Mstep: Class 18 contains 60646 members 
Mstep: Class 19 contains 1929 members 
Mstep: Class 20 contains 6255 members 
Mstep: Class 21 contains 1602 members 
Mstep: Class 22 contains 2487 members 
Mstep: Class 23 contains 61084 members 
Mstep: Class 24 contains 6439 members 
Mstep: Class 25 contains 11712 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 1732 members 
Mstep: Class 28 contains 7274 members 
Mstep: Class 29 contains 2402 members 
Mstep: Class 30 contains 69818 members 
Mstep: Class 31 contains 1367 members 
Mstep: Class 32 contains 14139 members 
Mstep: Class 33 contains 1611 members 
Mstep: Class 34 contains 1677 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 1099 members 
Mstep: Class 37 contains 1680 members 
Mstep: Class 38 contains 7414 members 
Mstep: Class 39 contains 5234 members 
Mstep: Class 40 contains 4086 members 
Mstep: Class 41 contains 3487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443192.000000 Penalty: 91762.257812
Iteration 129Q: 42 clusters Score -8.444319e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 51483 members 
Mstep: Class 3 contains 41867 members 
Mstep: Class 4 contains 179664 members 
Mstep: Class 5 contains 7314 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 10691 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 124677 members 
Mstep: Class 10 contains 34917 members 
Mstep: Class 11 contains 18401 members 
Mstep: Class 12 contains 42497 members 
Mstep: Class 13 contains 4769 members 
Mstep: Class 14 contains 1517 members 
Mstep: Class 15 contains 17586 members 
Mstep: Class 16 contains 20386 members 
Mstep: Class 17 contains 85739 members 
Mstep: Class 18 contains 60646 members 
Mstep: Class 19 contains 1894 members 
Mstep: Class 20 contains 6235 members 
Mstep: Class 21 contains 1604 members 
Mstep: Class 22 contains 2491 members 
Mstep: Class 23 contains 61079 members 
Mstep: Class 24 contains 6415 members 
Mstep: Class 25 contains 11790 members 
Mstep: Class 26 contains 5737 members 
Mstep: Class 27 contains 1735 members 
Mstep: Class 28 contains 7278 members 
Mstep: Class 29 contains 2412 members 
Mstep: Class 30 contains 69806 members 
Mstep: Class 31 contains 1374 members 
Mstep: Class 32 contains 14162 members 
Mstep: Class 33 contains 1612 members 
Mstep: Class 34 contains 1672 members 
Mstep: Class 35 contains 1096 members 
Mstep: Class 36 contains 1099 members 
Mstep: Class 37 contains 1680 members 
Mstep: Class 38 contains 7445 members 
Mstep: Class 39 contains 5275 members 
Mstep: Class 40 contains 4135 members 
Mstep: Class 41 contains 3484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443520.000000 Penalty: 91762.257812
Iteration 130Q: 42 clusters Score -8.444352e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 51481 members 
Mstep: Class 3 contains 41869 members 
Mstep: Class 4 contains 179403 members 
Mstep: Class 5 contains 7324 members 
Mstep: Class 6 contains 14967 members 
Mstep: Class 7 contains 10701 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 124621 members 
Mstep: Class 10 contains 34796 members 
Mstep: Class 11 contains 18404 members 
Mstep: Class 12 contains 42456 members 
Mstep: Class 13 contains 4777 members 
Mstep: Class 14 contains 1515 members 
Mstep: Class 15 contains 17590 members 
Mstep: Class 16 contains 20432 members 
Mstep: Class 17 contains 85979 members 
Mstep: Class 18 contains 60652 members 
Mstep: Class 19 contains 1856 members 
Mstep: Class 20 contains 6214 members 
Mstep: Class 21 contains 1605 members 
Mstep: Class 22 contains 2490 members 
Mstep: Class 23 contains 61076 members 
Mstep: Class 24 contains 6402 members 
Mstep: Class 25 contains 11869 members 
Mstep: Class 26 contains 5736 members 
Mstep: Class 27 contains 1734 members 
Mstep: Class 28 contains 7283 members 
Mstep: Class 29 contains 2430 members 
Mstep: Class 30 contains 69804 members 
Mstep: Class 31 contains 1382 members 
Mstep: Class 32 contains 14179 members 
Mstep: Class 33 contains 1612 members 
Mstep: Class 34 contains 1665 members 
Mstep: Class 35 contains 1078 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1682 members 
Mstep: Class 38 contains 7467 members 
Mstep: Class 39 contains 5321 members 
Mstep: Class 40 contains 4197 members 
Mstep: Class 41 contains 3478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443488.000000 Penalty: 91762.257812
Iteration 131Q: 42 clusters Score -8.444349e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 51480 members 
Mstep: Class 3 contains 41876 members 
Mstep: Class 4 contains 179167 members 
Mstep: Class 5 contains 7325 members 
Mstep: Class 6 contains 14967 members 
Mstep: Class 7 contains 10715 members 
Mstep: Class 8 contains 1141 members 
Mstep: Class 9 contains 124581 members 
Mstep: Class 10 contains 34647 members 
Mstep: Class 11 contains 18403 members 
Mstep: Class 12 contains 42419 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 17592 members 
Mstep: Class 16 contains 20464 members 
Mstep: Class 17 contains 86243 members 
Mstep: Class 18 contains 60660 members 
Mstep: Class 19 contains 1820 members 
Mstep: Class 20 contains 6201 members 
Mstep: Class 21 contains 1606 members 
Mstep: Class 22 contains 2492 members 
Mstep: Class 23 contains 61075 members 
Mstep: Class 24 contains 6392 members 
Mstep: Class 25 contains 11954 members 
Mstep: Class 26 contains 5737 members 
Mstep: Class 27 contains 1737 members 
Mstep: Class 28 contains 7284 members 
Mstep: Class 29 contains 2449 members 
Mstep: Class 30 contains 69811 members 
Mstep: Class 31 contains 1393 members 
Mstep: Class 32 contains 14186 members 
Mstep: Class 33 contains 1613 members 
Mstep: Class 34 contains 1656 members 
Mstep: Class 35 contains 1060 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1683 members 
Mstep: Class 38 contains 7478 members 
Mstep: Class 39 contains 5360 members 
Mstep: Class 40 contains 4245 members 
Mstep: Class 41 contains 3474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443824.000000 Penalty: 91762.257812
Iteration 132Q: 42 clusters Score -8.444382e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 51480 members 
Mstep: Class 3 contains 41876 members 
Mstep: Class 4 contains 178934 members 
Mstep: Class 5 contains 7319 members 
Mstep: Class 6 contains 14970 members 
Mstep: Class 7 contains 10725 members 
Mstep: Class 8 contains 1136 members 
Mstep: Class 9 contains 124535 members 
Mstep: Class 10 contains 34517 members 
Mstep: Class 11 contains 18398 members 
Mstep: Class 12 contains 42383 members 
Mstep: Class 13 contains 4768 members 
Mstep: Class 14 contains 1499 members 
Mstep: Class 15 contains 17584 members 
Mstep: Class 16 contains 20502 members 
Mstep: Class 17 contains 86491 members 
Mstep: Class 18 contains 60662 members 
Mstep: Class 19 contains 1789 members 
Mstep: Class 20 contains 6184 members 
Mstep: Class 21 contains 1607 members 
Mstep: Class 22 contains 2498 members 
Mstep: Class 23 contains 61078 members 
Mstep: Class 24 contains 6387 members 
Mstep: Class 25 contains 12037 members 
Mstep: Class 26 contains 5737 members 
Mstep: Class 27 contains 1735 members 
Mstep: Class 28 contains 7288 members 
Mstep: Class 29 contains 2468 members 
Mstep: Class 30 contains 69818 members 
Mstep: Class 31 contains 1409 members 
Mstep: Class 32 contains 14199 members 
Mstep: Class 33 contains 1614 members 
Mstep: Class 34 contains 1647 members 
Mstep: Class 35 contains 1041 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1682 members 
Mstep: Class 38 contains 7499 members 
Mstep: Class 39 contains 5403 members 
Mstep: Class 40 contains 4283 members 
Mstep: Class 41 contains 3466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443896.000000 Penalty: 91762.257812
Iteration 133Q: 42 clusters Score -8.44439e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 51478 members 
Mstep: Class 3 contains 41886 members 
Mstep: Class 4 contains 178722 members 
Mstep: Class 5 contains 7316 members 
Mstep: Class 6 contains 14970 members 
Mstep: Class 7 contains 10733 members 
Mstep: Class 8 contains 1133 members 
Mstep: Class 9 contains 124503 members 
Mstep: Class 10 contains 34381 members 
Mstep: Class 11 contains 18390 members 
Mstep: Class 12 contains 42358 members 
Mstep: Class 13 contains 4755 members 
Mstep: Class 14 contains 1494 members 
Mstep: Class 15 contains 17576 members 
Mstep: Class 16 contains 20540 members 
Mstep: Class 17 contains 86694 members 
Mstep: Class 18 contains 60665 members 
Mstep: Class 19 contains 1761 members 
Mstep: Class 20 contains 6172 members 
Mstep: Class 21 contains 1611 members 
Mstep: Class 22 contains 2499 members 
Mstep: Class 23 contains 61076 members 
Mstep: Class 24 contains 6380 members 
Mstep: Class 25 contains 12127 members 
Mstep: Class 26 contains 5737 members 
Mstep: Class 27 contains 1735 members 
Mstep: Class 28 contains 7289 members 
Mstep: Class 29 contains 2485 members 
Mstep: Class 30 contains 69819 members 
Mstep: Class 31 contains 1432 members 
Mstep: Class 32 contains 14215 members 
Mstep: Class 33 contains 1612 members 
Mstep: Class 34 contains 1635 members 
Mstep: Class 35 contains 1032 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1683 members 
Mstep: Class 38 contains 7516 members 
Mstep: Class 39 contains 5450 members 
Mstep: Class 40 contains 4316 members 
Mstep: Class 41 contains 3462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444088.000000 Penalty: 91762.257812
Iteration 134Q: 42 clusters Score -8.444409e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 51478 members 
Mstep: Class 3 contains 41902 members 
Mstep: Class 4 contains 178533 members 
Mstep: Class 5 contains 7315 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 10733 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124482 members 
Mstep: Class 10 contains 34303 members 
Mstep: Class 11 contains 18384 members 
Mstep: Class 12 contains 42330 members 
Mstep: Class 13 contains 4711 members 
Mstep: Class 14 contains 1492 members 
Mstep: Class 15 contains 17572 members 
Mstep: Class 16 contains 20577 members 
Mstep: Class 17 contains 86848 members 
Mstep: Class 18 contains 60670 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 6166 members 
Mstep: Class 21 contains 1615 members 
Mstep: Class 22 contains 2497 members 
Mstep: Class 23 contains 61072 members 
Mstep: Class 24 contains 6375 members 
Mstep: Class 25 contains 12200 members 
Mstep: Class 26 contains 5733 members 
Mstep: Class 27 contains 1738 members 
Mstep: Class 28 contains 7291 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 69832 members 
Mstep: Class 31 contains 1465 members 
Mstep: Class 32 contains 14226 members 
Mstep: Class 33 contains 1612 members 
Mstep: Class 34 contains 1617 members 
Mstep: Class 35 contains 1019 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1684 members 
Mstep: Class 38 contains 7528 members 
Mstep: Class 39 contains 5475 members 
Mstep: Class 40 contains 4359 members 
Mstep: Class 41 contains 3459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444280.000000 Penalty: 91762.257812
Iteration 135Q: 42 clusters Score -8.444428e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 51480 members 
Mstep: Class 3 contains 41906 members 
Mstep: Class 4 contains 178385 members 
Mstep: Class 5 contains 7315 members 
Mstep: Class 6 contains 14972 members 
Mstep: Class 7 contains 10731 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124472 members 
Mstep: Class 10 contains 34200 members 
Mstep: Class 11 contains 18384 members 
Mstep: Class 12 contains 42293 members 
Mstep: Class 13 contains 4655 members 
Mstep: Class 14 contains 1489 members 
Mstep: Class 15 contains 17572 members 
Mstep: Class 16 contains 20602 members 
Mstep: Class 17 contains 87023 members 
Mstep: Class 18 contains 60672 members 
Mstep: Class 19 contains 1691 members 
Mstep: Class 20 contains 6160 members 
Mstep: Class 21 contains 1618 members 
Mstep: Class 22 contains 2496 members 
Mstep: Class 23 contains 61065 members 
Mstep: Class 24 contains 6374 members 
Mstep: Class 25 contains 12252 members 
Mstep: Class 26 contains 5731 members 
Mstep: Class 27 contains 1734 members 
Mstep: Class 28 contains 7296 members 
Mstep: Class 29 contains 2516 members 
Mstep: Class 30 contains 69843 members 
Mstep: Class 31 contains 1506 members 
Mstep: Class 32 contains 14229 members 
Mstep: Class 33 contains 1611 members 
Mstep: Class 34 contains 1605 members 
Mstep: Class 35 contains 1018 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 7538 members 
Mstep: Class 39 contains 5499 members 
Mstep: Class 40 contains 4396 members 
Mstep: Class 41 contains 3452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444376.000000 Penalty: 91762.257812
Iteration 136Q: 42 clusters Score -8.444438e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 51478 members 
Mstep: Class 3 contains 41917 members 
Mstep: Class 4 contains 178255 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 14967 members 
Mstep: Class 7 contains 10733 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124442 members 
Mstep: Class 10 contains 34113 members 
Mstep: Class 11 contains 18385 members 
Mstep: Class 12 contains 42260 members 
Mstep: Class 13 contains 4585 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 17579 members 
Mstep: Class 16 contains 20630 members 
Mstep: Class 17 contains 87173 members 
Mstep: Class 18 contains 60671 members 
Mstep: Class 19 contains 1668 members 
Mstep: Class 20 contains 6156 members 
Mstep: Class 21 contains 1622 members 
Mstep: Class 22 contains 2498 members 
Mstep: Class 23 contains 61063 members 
Mstep: Class 24 contains 6378 members 
Mstep: Class 25 contains 12308 members 
Mstep: Class 26 contains 5726 members 
Mstep: Class 27 contains 1739 members 
Mstep: Class 28 contains 7298 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 69852 members 
Mstep: Class 31 contains 1548 members 
Mstep: Class 32 contains 14234 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1590 members 
Mstep: Class 35 contains 1014 members 
Mstep: Class 36 contains 1099 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 7548 members 
Mstep: Class 39 contains 5513 members 
Mstep: Class 40 contains 4428 members 
Mstep: Class 41 contains 3447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444632.000000 Penalty: 91762.257812
Iteration 137Q: 42 clusters Score -8.444463e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 51477 members 
Mstep: Class 3 contains 41930 members 
Mstep: Class 4 contains 178142 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 14966 members 
Mstep: Class 7 contains 10732 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 124421 members 
Mstep: Class 10 contains 34009 members 
Mstep: Class 11 contains 18383 members 
Mstep: Class 12 contains 42226 members 
Mstep: Class 13 contains 4530 members 
Mstep: Class 14 contains 1488 members 
Mstep: Class 15 contains 17587 members 
Mstep: Class 16 contains 20659 members 
Mstep: Class 17 contains 87316 members 
Mstep: Class 18 contains 60671 members 
Mstep: Class 19 contains 1642 members 
Mstep: Class 20 contains 6148 members 
Mstep: Class 21 contains 1626 members 
Mstep: Class 22 contains 2497 members 
Mstep: Class 23 contains 61058 members 
Mstep: Class 24 contains 6383 members 
Mstep: Class 25 contains 12360 members 
Mstep: Class 26 contains 5731 members 
Mstep: Class 27 contains 1747 members 
Mstep: Class 28 contains 7298 members 
Mstep: Class 29 contains 2545 members 
Mstep: Class 30 contains 69865 members 
Mstep: Class 31 contains 1582 members 
Mstep: Class 32 contains 14236 members 
Mstep: Class 33 contains 1612 members 
Mstep: Class 34 contains 1574 members 
Mstep: Class 35 contains 1008 members 
Mstep: Class 36 contains 1099 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 7554 members 
Mstep: Class 39 contains 5522 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 3443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444456.000000 Penalty: 91762.257812
Iteration 138Q: 42 clusters Score -8.444446e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 51476 members 
Mstep: Class 3 contains 41942 members 
Mstep: Class 4 contains 178060 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 14965 members 
Mstep: Class 7 contains 10739 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124408 members 
Mstep: Class 10 contains 33903 members 
Mstep: Class 11 contains 18382 members 
Mstep: Class 12 contains 42197 members 
Mstep: Class 13 contains 4484 members 
Mstep: Class 14 contains 1484 members 
Mstep: Class 15 contains 17585 members 
Mstep: Class 16 contains 20704 members 
Mstep: Class 17 contains 87422 members 
Mstep: Class 18 contains 60667 members 
Mstep: Class 19 contains 1622 members 
Mstep: Class 20 contains 6134 members 
Mstep: Class 21 contains 1630 members 
Mstep: Class 22 contains 2499 members 
Mstep: Class 23 contains 61057 members 
Mstep: Class 24 contains 6381 members 
Mstep: Class 25 contains 12416 members 
Mstep: Class 26 contains 5726 members 
Mstep: Class 27 contains 1749 members 
Mstep: Class 28 contains 7297 members 
Mstep: Class 29 contains 2551 members 
Mstep: Class 30 contains 69873 members 
Mstep: Class 31 contains 1607 members 
Mstep: Class 32 contains 14246 members 
Mstep: Class 33 contains 1612 members 
Mstep: Class 34 contains 1567 members 
Mstep: Class 35 contains 1000 members 
Mstep: Class 36 contains 1099 members 
Mstep: Class 37 contains 1684 members 
Mstep: Class 38 contains 7572 members 
Mstep: Class 39 contains 5533 members 
Mstep: Class 40 contains 4475 members 
Mstep: Class 41 contains 3441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444536.000000 Penalty: 91762.257812
Iteration 139Q: 42 clusters Score -8.444454e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 51473 members 
Mstep: Class 3 contains 41949 members 
Mstep: Class 4 contains 178002 members 
Mstep: Class 5 contains 7318 members 
Mstep: Class 6 contains 14967 members 
Mstep: Class 7 contains 10746 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124401 members 
Mstep: Class 10 contains 33830 members 
Mstep: Class 11 contains 18385 members 
Mstep: Class 12 contains 42173 members 
Mstep: Class 13 contains 4452 members 
Mstep: Class 14 contains 1479 members 
Mstep: Class 15 contains 17587 members 
Mstep: Class 16 contains 20734 members 
Mstep: Class 17 contains 87508 members 
Mstep: Class 18 contains 60666 members 
Mstep: Class 19 contains 1620 members 
Mstep: Class 20 contains 6118 members 
Mstep: Class 21 contains 1631 members 
Mstep: Class 22 contains 2492 members 
Mstep: Class 23 contains 61056 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 12458 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 1753 members 
Mstep: Class 28 contains 7295 members 
Mstep: Class 29 contains 2555 members 
Mstep: Class 30 contains 69870 members 
Mstep: Class 31 contains 1618 members 
Mstep: Class 32 contains 14256 members 
Mstep: Class 33 contains 1612 members 
Mstep: Class 34 contains 1561 members 
Mstep: Class 35 contains 998 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1684 members 
Mstep: Class 38 contains 7577 members 
Mstep: Class 39 contains 5546 members 
Mstep: Class 40 contains 4487 members 
Mstep: Class 41 contains 3439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444600.000000 Penalty: 91762.257812
Iteration 140F: 42 clusters Score -8.44446e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 51470 members 
Mstep: Class 3 contains 41951 members 
Mstep: Class 4 contains 177952 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 14969 members 
Mstep: Class 7 contains 10748 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124397 members 
Mstep: Class 10 contains 33751 members 
Mstep: Class 11 contains 18387 members 
Mstep: Class 12 contains 42145 members 
Mstep: Class 13 contains 4419 members 
Mstep: Class 14 contains 1474 members 
Mstep: Class 15 contains 17587 members 
Mstep: Class 16 contains 20759 members 
Mstep: Class 17 contains 87572 members 
Mstep: Class 18 contains 60670 members 
Mstep: Class 19 contains 1615 members 
Mstep: Class 20 contains 6100 members 
Mstep: Class 21 contains 1631 members 
Mstep: Class 22 contains 2482 members 
Mstep: Class 23 contains 61054 members 
Mstep: Class 24 contains 6392 members 
Mstep: Class 25 contains 12526 members 
Mstep: Class 26 contains 5728 members 
Mstep: Class 27 contains 1758 members 
Mstep: Class 28 contains 7298 members 
Mstep: Class 29 contains 2559 members 
Mstep: Class 30 contains 69865 members 
Mstep: Class 31 contains 1625 members 
Mstep: Class 32 contains 14263 members 
Mstep: Class 33 contains 1612 members 
Mstep: Class 34 contains 1553 members 
Mstep: Class 35 contains 1001 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1684 members 
Mstep: Class 38 contains 7587 members 
Mstep: Class 39 contains 5558 members 
Mstep: Class 40 contains 4500 members 
Mstep: Class 41 contains 3436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444816.000000 Penalty: 91762.257812
Iteration 141Q: 42 clusters Score -8.444482e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 51468 members 
Mstep: Class 3 contains 41949 members 
Mstep: Class 4 contains 177889 members 
Mstep: Class 5 contains 7316 members 
Mstep: Class 6 contains 14965 members 
Mstep: Class 7 contains 10745 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124409 members 
Mstep: Class 10 contains 33693 members 
Mstep: Class 11 contains 18385 members 
Mstep: Class 12 contains 42124 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 1468 members 
Mstep: Class 15 contains 17590 members 
Mstep: Class 16 contains 20797 members 
Mstep: Class 17 contains 87627 members 
Mstep: Class 18 contains 60670 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 6074 members 
Mstep: Class 21 contains 1632 members 
Mstep: Class 22 contains 2476 members 
Mstep: Class 23 contains 61050 members 
Mstep: Class 24 contains 6401 members 
Mstep: Class 25 contains 12584 members 
Mstep: Class 26 contains 5728 members 
Mstep: Class 27 contains 1760 members 
Mstep: Class 28 contains 7298 members 
Mstep: Class 29 contains 2567 members 
Mstep: Class 30 contains 69866 members 
Mstep: Class 31 contains 1631 members 
Mstep: Class 32 contains 14269 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1549 members 
Mstep: Class 35 contains 1005 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1684 members 
Mstep: Class 38 contains 7595 members 
Mstep: Class 39 contains 5565 members 
Mstep: Class 40 contains 4507 members 
Mstep: Class 41 contains 3435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445040.000000 Penalty: 91762.257812
Iteration 142Q: 42 clusters Score -8.444504e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 51468 members 
Mstep: Class 3 contains 41952 members 
Mstep: Class 4 contains 177853 members 
Mstep: Class 5 contains 7314 members 
Mstep: Class 6 contains 14965 members 
Mstep: Class 7 contains 10749 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124409 members 
Mstep: Class 10 contains 33639 members 
Mstep: Class 11 contains 18383 members 
Mstep: Class 12 contains 42110 members 
Mstep: Class 13 contains 4392 members 
Mstep: Class 14 contains 1463 members 
Mstep: Class 15 contains 17586 members 
Mstep: Class 16 contains 20828 members 
Mstep: Class 17 contains 87662 members 
Mstep: Class 18 contains 60672 members 
Mstep: Class 19 contains 1606 members 
Mstep: Class 20 contains 6054 members 
Mstep: Class 21 contains 1633 members 
Mstep: Class 22 contains 2464 members 
Mstep: Class 23 contains 61049 members 
Mstep: Class 24 contains 6399 members 
Mstep: Class 25 contains 12635 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 1763 members 
Mstep: Class 28 contains 7299 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 69865 members 
Mstep: Class 31 contains 1640 members 
Mstep: Class 32 contains 14274 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1542 members 
Mstep: Class 35 contains 1007 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1684 members 
Mstep: Class 38 contains 7605 members 
Mstep: Class 39 contains 5568 members 
Mstep: Class 40 contains 4509 members 
Mstep: Class 41 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445304.000000 Penalty: 91762.257812
Iteration 143Q: 42 clusters Score -8.44453e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 51466 members 
Mstep: Class 3 contains 41955 members 
Mstep: Class 4 contains 177812 members 
Mstep: Class 5 contains 7312 members 
Mstep: Class 6 contains 14967 members 
Mstep: Class 7 contains 10749 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124423 members 
Mstep: Class 10 contains 33593 members 
Mstep: Class 11 contains 18380 members 
Mstep: Class 12 contains 42088 members 
Mstep: Class 13 contains 4384 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 17591 members 
Mstep: Class 16 contains 20859 members 
Mstep: Class 17 contains 87702 members 
Mstep: Class 18 contains 60673 members 
Mstep: Class 19 contains 1599 members 
Mstep: Class 20 contains 6028 members 
Mstep: Class 21 contains 1634 members 
Mstep: Class 22 contains 2442 members 
Mstep: Class 23 contains 61049 members 
Mstep: Class 24 contains 6402 members 
Mstep: Class 25 contains 12671 members 
Mstep: Class 26 contains 5726 members 
Mstep: Class 27 contains 1767 members 
Mstep: Class 28 contains 7298 members 
Mstep: Class 29 contains 2575 members 
Mstep: Class 30 contains 69873 members 
Mstep: Class 31 contains 1648 members 
Mstep: Class 32 contains 14274 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1539 members 
Mstep: Class 35 contains 1019 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1684 members 
Mstep: Class 38 contains 7614 members 
Mstep: Class 39 contains 5563 members 
Mstep: Class 40 contains 4513 members 
Mstep: Class 41 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445448.000000 Penalty: 91762.257812
Iteration 144Q: 42 clusters Score -8.444545e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 51462 members 
Mstep: Class 3 contains 41961 members 
Mstep: Class 4 contains 177774 members 
Mstep: Class 5 contains 7312 members 
Mstep: Class 6 contains 14966 members 
Mstep: Class 7 contains 10750 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124434 members 
Mstep: Class 10 contains 33553 members 
Mstep: Class 11 contains 18384 members 
Mstep: Class 12 contains 42063 members 
Mstep: Class 13 contains 4374 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 17596 members 
Mstep: Class 16 contains 20881 members 
Mstep: Class 17 contains 87736 members 
Mstep: Class 18 contains 60675 members 
Mstep: Class 19 contains 1597 members 
Mstep: Class 20 contains 6005 members 
Mstep: Class 21 contains 1634 members 
Mstep: Class 22 contains 2427 members 
Mstep: Class 23 contains 61045 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 12701 members 
Mstep: Class 26 contains 5728 members 
Mstep: Class 27 contains 1768 members 
Mstep: Class 28 contains 7298 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 69877 members 
Mstep: Class 31 contains 1650 members 
Mstep: Class 32 contains 14277 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1539 members 
Mstep: Class 35 contains 1034 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1684 members 
Mstep: Class 38 contains 7621 members 
Mstep: Class 39 contains 5562 members 
Mstep: Class 40 contains 4516 members 
Mstep: Class 41 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445512.000000 Penalty: 91762.257812
Iteration 145Q: 42 clusters Score -8.444551e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 51460 members 
Mstep: Class 3 contains 41961 members 
Mstep: Class 4 contains 177749 members 
Mstep: Class 5 contains 7313 members 
Mstep: Class 6 contains 14964 members 
Mstep: Class 7 contains 10754 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124444 members 
Mstep: Class 10 contains 33505 members 
Mstep: Class 11 contains 18387 members 
Mstep: Class 12 contains 42048 members 
Mstep: Class 13 contains 4369 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 17602 members 
Mstep: Class 16 contains 20893 members 
Mstep: Class 17 contains 87773 members 
Mstep: Class 18 contains 60676 members 
Mstep: Class 19 contains 1593 members 
Mstep: Class 20 contains 5989 members 
Mstep: Class 21 contains 1635 members 
Mstep: Class 22 contains 2411 members 
Mstep: Class 23 contains 61041 members 
Mstep: Class 24 contains 6399 members 
Mstep: Class 25 contains 12727 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 1773 members 
Mstep: Class 28 contains 7298 members 
Mstep: Class 29 contains 2576 members 
Mstep: Class 30 contains 69878 members 
Mstep: Class 31 contains 1653 members 
Mstep: Class 32 contains 14278 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1537 members 
Mstep: Class 35 contains 1043 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 7628 members 
Mstep: Class 39 contains 5560 members 
Mstep: Class 40 contains 4521 members 
Mstep: Class 41 contains 3433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445472.000000 Penalty: 91762.257812
Iteration 146Q: 42 clusters Score -8.444547e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 51460 members 
Mstep: Class 3 contains 41966 members 
Mstep: Class 4 contains 177735 members 
Mstep: Class 5 contains 7312 members 
Mstep: Class 6 contains 14963 members 
Mstep: Class 7 contains 10755 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124448 members 
Mstep: Class 10 contains 33457 members 
Mstep: Class 11 contains 18385 members 
Mstep: Class 12 contains 42019 members 
Mstep: Class 13 contains 4368 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 17600 members 
Mstep: Class 16 contains 20911 members 
Mstep: Class 17 contains 87807 members 
Mstep: Class 18 contains 60670 members 
Mstep: Class 19 contains 1592 members 
Mstep: Class 20 contains 5976 members 
Mstep: Class 21 contains 1638 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 61041 members 
Mstep: Class 24 contains 6397 members 
Mstep: Class 25 contains 12752 members 
Mstep: Class 26 contains 5729 members 
Mstep: Class 27 contains 1778 members 
Mstep: Class 28 contains 7295 members 
Mstep: Class 29 contains 2579 members 
Mstep: Class 30 contains 69884 members 
Mstep: Class 31 contains 1653 members 
Mstep: Class 32 contains 14283 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1535 members 
Mstep: Class 35 contains 1048 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 7631 members 
Mstep: Class 39 contains 5553 members 
Mstep: Class 40 contains 4521 members 
Mstep: Class 41 contains 3433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445552.000000 Penalty: 91762.257812
Iteration 147Q: 42 clusters Score -8.444555e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 51458 members 
Mstep: Class 3 contains 41968 members 
Mstep: Class 4 contains 177723 members 
Mstep: Class 5 contains 7318 members 
Mstep: Class 6 contains 14963 members 
Mstep: Class 7 contains 10758 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124457 members 
Mstep: Class 10 contains 33414 members 
Mstep: Class 11 contains 18387 members 
Mstep: Class 12 contains 41996 members 
Mstep: Class 13 contains 4371 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 17602 members 
Mstep: Class 16 contains 20937 members 
Mstep: Class 17 contains 87833 members 
Mstep: Class 18 contains 60669 members 
Mstep: Class 19 contains 1589 members 
Mstep: Class 20 contains 5956 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 2397 members 
Mstep: Class 23 contains 61039 members 
Mstep: Class 24 contains 6396 members 
Mstep: Class 25 contains 12780 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 1778 members 
Mstep: Class 28 contains 7293 members 
Mstep: Class 29 contains 2583 members 
Mstep: Class 30 contains 69882 members 
Mstep: Class 31 contains 1653 members 
Mstep: Class 32 contains 14285 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1534 members 
Mstep: Class 35 contains 1054 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 7635 members 
Mstep: Class 39 contains 5541 members 
Mstep: Class 40 contains 4523 members 
Mstep: Class 41 contains 3430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445632.000000 Penalty: 91762.257812
Iteration 148Q: 42 clusters Score -8.444563e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 51458 members 
Mstep: Class 3 contains 41971 members 
Mstep: Class 4 contains 177705 members 
Mstep: Class 5 contains 7318 members 
Mstep: Class 6 contains 14960 members 
Mstep: Class 7 contains 10762 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124464 members 
Mstep: Class 10 contains 33374 members 
Mstep: Class 11 contains 18390 members 
Mstep: Class 12 contains 41966 members 
Mstep: Class 13 contains 4376 members 
Mstep: Class 14 contains 1448 members 
Mstep: Class 15 contains 17605 members 
Mstep: Class 16 contains 20966 members 
Mstep: Class 17 contains 87867 members 
Mstep: Class 18 contains 60669 members 
Mstep: Class 19 contains 1584 members 
Mstep: Class 20 contains 5936 members 
Mstep: Class 21 contains 1641 members 
Mstep: Class 22 contains 2400 members 
Mstep: Class 23 contains 61033 members 
Mstep: Class 24 contains 6395 members 
Mstep: Class 25 contains 12795 members 
Mstep: Class 26 contains 5731 members 
Mstep: Class 27 contains 1777 members 
Mstep: Class 28 contains 7288 members 
Mstep: Class 29 contains 2584 members 
Mstep: Class 30 contains 69889 members 
Mstep: Class 31 contains 1653 members 
Mstep: Class 32 contains 14282 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 1050 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 7639 members 
Mstep: Class 39 contains 5540 members 
Mstep: Class 40 contains 4527 members 
Mstep: Class 41 contains 3430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445728.000000 Penalty: 91762.257812
Iteration 149Q: 42 clusters Score -8.444573e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 51457 members 
Mstep: Class 3 contains 41979 members 
Mstep: Class 4 contains 177691 members 
Mstep: Class 5 contains 7319 members 
Mstep: Class 6 contains 14957 members 
Mstep: Class 7 contains 10768 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124471 members 
Mstep: Class 10 contains 33346 members 
Mstep: Class 11 contains 18395 members 
Mstep: Class 12 contains 41931 members 
Mstep: Class 13 contains 4377 members 
Mstep: Class 14 contains 1448 members 
Mstep: Class 15 contains 17601 members 
Mstep: Class 16 contains 20986 members 
Mstep: Class 17 contains 87901 members 
Mstep: Class 18 contains 60668 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 5917 members 
Mstep: Class 21 contains 1643 members 
Mstep: Class 22 contains 2394 members 
Mstep: Class 23 contains 61031 members 
Mstep: Class 24 contains 6395 members 
Mstep: Class 25 contains 12799 members 
Mstep: Class 26 contains 5731 members 
Mstep: Class 27 contains 1780 members 
Mstep: Class 28 contains 7288 members 
Mstep: Class 29 contains 2583 members 
Mstep: Class 30 contains 69894 members 
Mstep: Class 31 contains 1652 members 
Mstep: Class 32 contains 14280 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1531 members 
Mstep: Class 35 contains 1048 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 7646 members 
Mstep: Class 39 contains 5538 members 
Mstep: Class 40 contains 4530 members 
Mstep: Class 41 contains 3430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445824.000000 Penalty: 91762.257812
Iteration 150Q: 42 clusters Score -8.444582e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 51458 members 
Mstep: Class 3 contains 41982 members 
Mstep: Class 4 contains 177676 members 
Mstep: Class 5 contains 7320 members 
Mstep: Class 6 contains 14957 members 
Mstep: Class 7 contains 10773 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124477 members 
Mstep: Class 10 contains 33317 members 
Mstep: Class 11 contains 18393 members 
Mstep: Class 12 contains 41902 members 
Mstep: Class 13 contains 4377 members 
Mstep: Class 14 contains 1445 members 
Mstep: Class 15 contains 17599 members 
Mstep: Class 16 contains 21008 members 
Mstep: Class 17 contains 87932 members 
Mstep: Class 18 contains 60669 members 
Mstep: Class 19 contains 1574 members 
Mstep: Class 20 contains 5897 members 
Mstep: Class 21 contains 1644 members 
Mstep: Class 22 contains 2395 members 
Mstep: Class 23 contains 61029 members 
Mstep: Class 24 contains 6393 members 
Mstep: Class 25 contains 12798 members 
Mstep: Class 26 contains 5728 members 
Mstep: Class 27 contains 1783 members 
Mstep: Class 28 contains 7289 members 
Mstep: Class 29 contains 2583 members 
Mstep: Class 30 contains 69899 members 
Mstep: Class 31 contains 1652 members 
Mstep: Class 32 contains 14281 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1529 members 
Mstep: Class 35 contains 1047 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 7652 members 
Mstep: Class 39 contains 5542 members 
Mstep: Class 40 contains 4530 members 
Mstep: Class 41 contains 3430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445824.000000 Penalty: 91762.257812
Iteration 151Q: 42 clusters Score -8.444582e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 51458 members 
Mstep: Class 3 contains 41982 members 
Mstep: Class 4 contains 177653 members 
Mstep: Class 5 contains 7320 members 
Mstep: Class 6 contains 14955 members 
Mstep: Class 7 contains 10778 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124477 members 
Mstep: Class 10 contains 33295 members 
Mstep: Class 11 contains 18389 members 
Mstep: Class 12 contains 41876 members 
Mstep: Class 13 contains 4376 members 
Mstep: Class 14 contains 1444 members 
Mstep: Class 15 contains 17600 members 
Mstep: Class 16 contains 21026 members 
Mstep: Class 17 contains 87966 members 
Mstep: Class 18 contains 60667 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 5873 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 2399 members 
Mstep: Class 23 contains 61029 members 
Mstep: Class 24 contains 6393 members 
Mstep: Class 25 contains 12800 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 1786 members 
Mstep: Class 28 contains 7290 members 
Mstep: Class 29 contains 2582 members 
Mstep: Class 30 contains 69908 members 
Mstep: Class 31 contains 1652 members 
Mstep: Class 32 contains 14278 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1528 members 
Mstep: Class 35 contains 1045 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 7656 members 
Mstep: Class 39 contains 5548 members 
Mstep: Class 40 contains 4533 members 
Mstep: Class 41 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445688.000000 Penalty: 91762.257812
Iteration 152Q: 42 clusters Score -8.444569e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 51456 members 
Mstep: Class 3 contains 41981 members 
Mstep: Class 4 contains 177641 members 
Mstep: Class 5 contains 7318 members 
Mstep: Class 6 contains 14952 members 
Mstep: Class 7 contains 10783 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124483 members 
Mstep: Class 10 contains 33255 members 
Mstep: Class 11 contains 18392 members 
Mstep: Class 12 contains 41846 members 
Mstep: Class 13 contains 4376 members 
Mstep: Class 14 contains 1444 members 
Mstep: Class 15 contains 17605 members 
Mstep: Class 16 contains 21053 members 
Mstep: Class 17 contains 88007 members 
Mstep: Class 18 contains 60670 members 
Mstep: Class 19 contains 1568 members 
Mstep: Class 20 contains 5846 members 
Mstep: Class 21 contains 1644 members 
Mstep: Class 22 contains 2401 members 
Mstep: Class 23 contains 61025 members 
Mstep: Class 24 contains 6391 members 
Mstep: Class 25 contains 12809 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 1784 members 
Mstep: Class 28 contains 7290 members 
Mstep: Class 29 contains 2581 members 
Mstep: Class 30 contains 69911 members 
Mstep: Class 31 contains 1652 members 
Mstep: Class 32 contains 14277 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1529 members 
Mstep: Class 35 contains 1043 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 7662 members 
Mstep: Class 39 contains 5550 members 
Mstep: Class 40 contains 4534 members 
Mstep: Class 41 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445600.000000 Penalty: 91762.257812
Iteration 153Q: 42 clusters Score -8.44456e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 51456 members 
Mstep: Class 3 contains 41979 members 
Mstep: Class 4 contains 177629 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 14950 members 
Mstep: Class 7 contains 10785 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124482 members 
Mstep: Class 10 contains 33210 members 
Mstep: Class 11 contains 18392 members 
Mstep: Class 12 contains 41818 members 
Mstep: Class 13 contains 4377 members 
Mstep: Class 14 contains 1444 members 
Mstep: Class 15 contains 17610 members 
Mstep: Class 16 contains 21068 members 
Mstep: Class 17 contains 88031 members 
Mstep: Class 18 contains 60670 members 
Mstep: Class 19 contains 1565 members 
Mstep: Class 20 contains 5831 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 2402 members 
Mstep: Class 23 contains 61021 members 
Mstep: Class 24 contains 6389 members 
Mstep: Class 25 contains 12831 members 
Mstep: Class 26 contains 5724 members 
Mstep: Class 27 contains 1783 members 
Mstep: Class 28 contains 7291 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 69918 members 
Mstep: Class 31 contains 1652 members 
Mstep: Class 32 contains 14281 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1527 members 
Mstep: Class 35 contains 1043 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1687 members 
Mstep: Class 38 contains 7672 members 
Mstep: Class 39 contains 5558 members 
Mstep: Class 40 contains 4535 members 
Mstep: Class 41 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445640.000000 Penalty: 91762.257812
Iteration 154Q: 42 clusters Score -8.444564e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 51456 members 
Mstep: Class 3 contains 41982 members 
Mstep: Class 4 contains 177604 members 
Mstep: Class 5 contains 7316 members 
Mstep: Class 6 contains 14950 members 
Mstep: Class 7 contains 10787 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124488 members 
Mstep: Class 10 contains 33184 members 
Mstep: Class 11 contains 18391 members 
Mstep: Class 12 contains 41789 members 
Mstep: Class 13 contains 4378 members 
Mstep: Class 14 contains 1444 members 
Mstep: Class 15 contains 17619 members 
Mstep: Class 16 contains 21083 members 
Mstep: Class 17 contains 88058 members 
Mstep: Class 18 contains 60670 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 5806 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 2401 members 
Mstep: Class 23 contains 61021 members 
Mstep: Class 24 contains 6389 members 
Mstep: Class 25 contains 12840 members 
Mstep: Class 26 contains 5724 members 
Mstep: Class 27 contains 1785 members 
Mstep: Class 28 contains 7292 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 69928 members 
Mstep: Class 31 contains 1653 members 
Mstep: Class 32 contains 14284 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1523 members 
Mstep: Class 35 contains 1043 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 7682 members 
Mstep: Class 39 contains 5561 members 
Mstep: Class 40 contains 4539 members 
Mstep: Class 41 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445704.000000 Penalty: 91762.257812
Iteration 155Q: 42 clusters Score -8.44457e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 51456 members 
Mstep: Class 3 contains 41980 members 
Mstep: Class 4 contains 177583 members 
Mstep: Class 5 contains 7315 members 
Mstep: Class 6 contains 14953 members 
Mstep: Class 7 contains 10789 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124497 members 
Mstep: Class 10 contains 33163 members 
Mstep: Class 11 contains 18391 members 
Mstep: Class 12 contains 41761 members 
Mstep: Class 13 contains 4378 members 
Mstep: Class 14 contains 1444 members 
Mstep: Class 15 contains 17619 members 
Mstep: Class 16 contains 21105 members 
Mstep: Class 17 contains 88077 members 
Mstep: Class 18 contains 60670 members 
Mstep: Class 19 contains 1554 members 
Mstep: Class 20 contains 5785 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 2402 members 
Mstep: Class 23 contains 61017 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 12857 members 
Mstep: Class 26 contains 5720 members 
Mstep: Class 27 contains 1785 members 
Mstep: Class 28 contains 7294 members 
Mstep: Class 29 contains 2582 members 
Mstep: Class 30 contains 69936 members 
Mstep: Class 31 contains 1654 members 
Mstep: Class 32 contains 14287 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1522 members 
Mstep: Class 35 contains 1043 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 7695 members 
Mstep: Class 39 contains 5559 members 
Mstep: Class 40 contains 4538 members 
Mstep: Class 41 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445664.000000 Penalty: 91762.257812
Iteration 156Q: 42 clusters Score -8.444566e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 51456 members 
Mstep: Class 3 contains 41984 members 
Mstep: Class 4 contains 177558 members 
Mstep: Class 5 contains 7316 members 
Mstep: Class 6 contains 14954 members 
Mstep: Class 7 contains 10792 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124502 members 
Mstep: Class 10 contains 33143 members 
Mstep: Class 11 contains 18391 members 
Mstep: Class 12 contains 41723 members 
Mstep: Class 13 contains 4378 members 
Mstep: Class 14 contains 1444 members 
Mstep: Class 15 contains 17623 members 
Mstep: Class 16 contains 21115 members 
Mstep: Class 17 contains 88100 members 
Mstep: Class 18 contains 60668 members 
Mstep: Class 19 contains 1549 members 
Mstep: Class 20 contains 5768 members 
Mstep: Class 21 contains 1644 members 
Mstep: Class 22 contains 2401 members 
Mstep: Class 23 contains 61016 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 12880 members 
Mstep: Class 26 contains 5713 members 
Mstep: Class 27 contains 1786 members 
Mstep: Class 28 contains 7294 members 
Mstep: Class 29 contains 2581 members 
Mstep: Class 30 contains 69934 members 
Mstep: Class 31 contains 1654 members 
Mstep: Class 32 contains 14287 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1522 members 
Mstep: Class 35 contains 1043 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 7710 members 
Mstep: Class 39 contains 5561 members 
Mstep: Class 40 contains 4539 members 
Mstep: Class 41 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445720.000000 Penalty: 91762.257812
Iteration 157Q: 42 clusters Score -8.444572e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 51456 members 
Mstep: Class 3 contains 41983 members 
Mstep: Class 4 contains 177544 members 
Mstep: Class 5 contains 7315 members 
Mstep: Class 6 contains 14953 members 
Mstep: Class 7 contains 10794 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124509 members 
Mstep: Class 10 contains 33136 members 
Mstep: Class 11 contains 18391 members 
Mstep: Class 12 contains 41679 members 
Mstep: Class 13 contains 4378 members 
Mstep: Class 14 contains 1445 members 
Mstep: Class 15 contains 17622 members 
Mstep: Class 16 contains 21124 members 
Mstep: Class 17 contains 88114 members 
Mstep: Class 18 contains 60665 members 
Mstep: Class 19 contains 1547 members 
Mstep: Class 20 contains 5758 members 
Mstep: Class 21 contains 1644 members 
Mstep: Class 22 contains 2399 members 
Mstep: Class 23 contains 61015 members 
Mstep: Class 24 contains 6385 members 
Mstep: Class 25 contains 12903 members 
Mstep: Class 26 contains 5711 members 
Mstep: Class 27 contains 1786 members 
Mstep: Class 28 contains 7296 members 
Mstep: Class 29 contains 2579 members 
Mstep: Class 30 contains 69925 members 
Mstep: Class 31 contains 1654 members 
Mstep: Class 32 contains 14291 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1522 members 
Mstep: Class 35 contains 1043 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 7718 members 
Mstep: Class 39 contains 5558 members 
Mstep: Class 40 contains 4540 members 
Mstep: Class 41 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445856.000000 Penalty: 91762.257812
Iteration 158Q: 42 clusters Score -8.444586e+07 nChanged 260
Entering ConstructFrom: 
Score: -84445856.000000 Penalty: 91762.257812
Entering ConstructFrom: 
Trying to split cluster 1 (19020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Entering Unmasked Estep 
Score: -1755777.500000 Penalty: 1601.152588
	Iteration 0F: 2 clusters Score -1755778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1742801.625000 Penalty: 3202.305176
	Iteration 0F: 3 clusters Score -1742802 nChanged 8576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1747579.125000 Penalty: 3202.305176
	Iteration 1F: 3 clusters Score -1747579 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1747934.250000 Penalty: 3202.305176
	Iteration 2F: 3 clusters Score -1747934 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1748286.000000 Penalty: 3202.305176
	Iteration 3Q: 3 clusters Score -1748286 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1748676.125000 Penalty: 3202.305176
	Iteration 4Q: 3 clusters Score -1748676 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1749135.750000 Penalty: 3202.305176
	Iteration 5Q: 3 clusters Score -1749136 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1749704.875000 Penalty: 3202.305176
	Iteration 6F: 3 clusters Score -1749705 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -1750468.750000 Penalty: 3202.305176
	Iteration 7F: 3 clusters Score -1750469 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1751402.000000 Penalty: 3202.305176
	Iteration 8F: 3 clusters Score -1751402 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1752329.250000 Penalty: 3202.305176
	Iteration 9F: 3 clusters Score -1752329 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -1753040.000000 Penalty: 3202.305176
	Iteration 10Q: 3 clusters Score -1753040 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -1753422.750000 Penalty: 3202.305176
	Iteration 11Q: 3 clusters Score -1753423 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -1753653.625000 Penalty: 3202.305176
	Iteration 12Q: 3 clusters Score -1753654 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -1753815.000000 Penalty: 3202.305176
	Iteration 13Q: 3 clusters Score -1753815 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -1753930.625000 Penalty: 3202.305176
	Iteration 14Q: 3 clusters Score -1753931 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -1754000.625000 Penalty: 3202.305176
	Iteration 15Q: 3 clusters Score -1754001 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -1754059.875000 Penalty: 3202.305176
	Iteration 16Q: 3 clusters Score -1754060 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -1754104.500000 Penalty: 3202.305176
	Iteration 17Q: 3 clusters Score -1754104 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -1754154.250000 Penalty: 3202.305176
	Iteration 18Q: 3 clusters Score -1754154 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -1754183.375000 Penalty: 3202.305176
	Iteration 19Q: 3 clusters Score -1754183 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -1754203.625000 Penalty: 3202.305176
	Iteration 20F: 3 clusters Score -1754204 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -1754221.000000 Penalty: 3202.305176
	Iteration 21Q: 3 clusters Score -1754221 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -1754232.750000 Penalty: 3202.305176
	Iteration 22Q: 3 clusters Score -1754233 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -1754251.500000 Penalty: 3202.305176
	Iteration 23Q: 3 clusters Score -1754252 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -1754264.375000 Penalty: 3202.305176
	Iteration 24Q: 3 clusters Score -1754264 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -1754282.125000 Penalty: 3202.305176
	Iteration 25Q: 3 clusters Score -1754282 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -1754288.625000 Penalty: 3202.305176
	Iteration 26Q: 3 clusters Score -1754289 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -1754296.500000 Penalty: 3202.305176
	Iteration 27Q: 3 clusters Score -1754296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -1754297.250000 Penalty: 3202.305176
	Iteration 28Q: 3 clusters Score -1754297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -1754304.500000 Penalty: 3202.305176
	Iteration 29Q: 3 clusters Score -1754304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -1754308.250000 Penalty: 3202.305176
	Iteration 30Q: 3 clusters Score -1754308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -1754312.375000 Penalty: 3202.305176
	Iteration 31Q: 3 clusters Score -1754312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -1754319.375000 Penalty: 3202.305176
	Iteration 32Q: 3 clusters Score -1754319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -1754323.125000 Penalty: 3202.305176
	Iteration 33Q: 3 clusters Score -1754323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -1754324.375000 Penalty: 3202.305176
	Iteration 34Q: 3 clusters Score -1754324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -1754324.000000 Penalty: 3202.305176
	Iteration 35Q: 3 clusters Score -1754324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -1754325.750000 Penalty: 3202.305176
	Iteration 36Q: 3 clusters Score -1754326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -1754327.375000 Penalty: 3202.305176
	Iteration 37Q: 3 clusters Score -1754327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -1754329.125000 Penalty: 3202.305176
	Iteration 38Q: 3 clusters Score -1754329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -1754330.250000 Penalty: 3202.305176
	Iteration 39Q: 3 clusters Score -1754330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -1754330.625000 Penalty: 3202.305176
	Iteration 40F: 3 clusters Score -1754331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -1754328.875000 Penalty: 3202.305176
	Iteration 41Q: 3 clusters Score -1754329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -1754329.750000 Penalty: 3202.305176
	Iteration 42Q: 3 clusters Score -1754330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -1754334.125000 Penalty: 3202.305176
	Iteration 43Q: 3 clusters Score -1754334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -1754335.125000 Penalty: 3202.305176
	Iteration 44Q: 3 clusters Score -1754335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -1754336.750000 Penalty: 3202.305176
	Iteration 45Q: 3 clusters Score -1754337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -1754337.750000 Penalty: 3202.305176
	Iteration 46Q: 3 clusters Score -1754338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -1754337.875000 Penalty: 3202.305176
	Iteration 47Q: 3 clusters Score -1754338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -1754332.250000 Penalty: 3202.305176
	Iteration 48Q: 3 clusters Score -1754332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -1754335.375000 Penalty: 3202.305176
	Iteration 49Q: 3 clusters Score -1754335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -1754337.750000 Penalty: 3202.305176
	Iteration 50Q: 3 clusters Score -1754338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -1754338.500000 Penalty: 3202.305176
	Iteration 51Q: 3 clusters Score -1754338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -1754338.375000 Penalty: 3202.305176
	Iteration 52Q: 3 clusters Score -1754338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -1754339.750000 Penalty: 3202.305176
	Iteration 53Q: 3 clusters Score -1754340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -1754341.375000 Penalty: 3202.305176
	Iteration 54Q: 3 clusters Score -1754341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -1754343.500000 Penalty: 3202.305176
	Iteration 55Q: 3 clusters Score -1754344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -1754343.000000 Penalty: 3202.305176
	Iteration 56Q: 3 clusters Score -1754343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -1754342.625000 Penalty: 3202.305176
	Iteration 57Q: 3 clusters Score -1754343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -1754341.500000 Penalty: 3202.305176
	Iteration 58Q: 3 clusters Score -1754342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -1754343.375000 Penalty: 3202.305176
	Iteration 59Q: 3 clusters Score -1754343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -1754344.375000 Penalty: 3202.305176
	Iteration 60F: 3 clusters Score -1754344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -1754346.125000 Penalty: 3202.305176
	Iteration 61Q: 3 clusters Score -1754346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -1754345.250000 Penalty: 3202.305176
	Iteration 62Q: 3 clusters Score -1754345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -1754345.250000 Penalty: 3202.305176
	Iteration 63F: 3 clusters Score -1754345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (51456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51456 members 
Entering Unmasked Estep 
Score: -4612064.500000 Penalty: 1762.878296
	Iteration 0F: 2 clusters Score -4612064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -4577672.000000 Penalty: 3525.756592
	Iteration 0F: 3 clusters Score -4577672 nChanged 24024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -4591544.500000 Penalty: 3525.756592
	Iteration 1F: 3 clusters Score -4591544 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -4592267.500000 Penalty: 3525.756592
	Iteration 2Q: 3 clusters Score -4592268 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -4593210.000000 Penalty: 3525.756592
	Iteration 3Q: 3 clusters Score -4593210 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -4594303.500000 Penalty: 3525.756592
	Iteration 4Q: 3 clusters Score -4594304 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -4595697.000000 Penalty: 3525.756592
	Iteration 5F: 3 clusters Score -4595697 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -4597262.000000 Penalty: 3525.756592
	Iteration 6F: 3 clusters Score -4597262 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -4599155.000000 Penalty: 3525.756592
	Iteration 7F: 3 clusters Score -4599155 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
Score: -4601334.500000 Penalty: 3525.756592
	Iteration 8F: 3 clusters Score -4601334 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -4603358.500000 Penalty: 3525.756592
	Iteration 9F: 3 clusters Score -4603358 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -4604901.500000 Penalty: 3525.756592
	Iteration 10Q: 3 clusters Score -4604902 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -4606074.000000 Penalty: 3525.756592
	Iteration 11Q: 3 clusters Score -4606074 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -4606932.500000 Penalty: 3525.756592
	Iteration 12Q: 3 clusters Score -4606932 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 45787 members 
Entering Unmasked Estep 
Score: -4607692.000000 Penalty: 3525.756592
	Iteration 13Q: 3 clusters Score -4607692 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 46846 members 
Entering Unmasked Estep 
Score: -4608375.000000 Penalty: 3525.756592
	Iteration 14Q: 3 clusters Score -4608375 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 47723 members 
Entering Unmasked Estep 
Score: -4608984.000000 Penalty: 3525.756592
	Iteration 15Q: 3 clusters Score -4608984 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 48454 members 
Entering Unmasked Estep 
Score: -4609486.000000 Penalty: 3525.756592
	Iteration 16Q: 3 clusters Score -4609486 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 48980 members 
Entering Unmasked Estep 
Score: -4609853.500000 Penalty: 3525.756592
	Iteration 17Q: 3 clusters Score -4609854 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 49389 members 
Entering Unmasked Estep 
Score: -4610124.500000 Penalty: 3525.756592
	Iteration 18Q: 3 clusters Score -4610124 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 49684 members 
Entering Unmasked Estep 
Score: -4610300.500000 Penalty: 3525.756592
	Iteration 19Q: 3 clusters Score -4610300 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 49882 members 
Entering Unmasked Estep 
Score: -4610408.500000 Penalty: 3525.756592
	Iteration 20F: 3 clusters Score -4610408 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 50021 members 
Entering Unmasked Estep 
Score: -4610477.000000 Penalty: 3525.756592
	Iteration 21Q: 3 clusters Score -4610477 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 50127 members 
Entering Unmasked Estep 
Score: -4610524.000000 Penalty: 3525.756592
	Iteration 22Q: 3 clusters Score -4610524 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 50209 members 
Entering Unmasked Estep 
Score: -4610566.500000 Penalty: 3525.756592
	Iteration 23Q: 3 clusters Score -4610566 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 50269 members 
Entering Unmasked Estep 
Score: -4610597.000000 Penalty: 3525.756592
	Iteration 24Q: 3 clusters Score -4610597 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 50320 members 
Entering Unmasked Estep 
Score: -4610619.500000 Penalty: 3525.756592
	Iteration 25Q: 3 clusters Score -4610620 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 50361 members 
Entering Unmasked Estep 
Score: -4610629.500000 Penalty: 3525.756592
	Iteration 26Q: 3 clusters Score -4610630 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 50400 members 
Entering Unmasked Estep 
Score: -4610648.500000 Penalty: 3525.756592
	Iteration 27Q: 3 clusters Score -4610648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 50434 members 
Entering Unmasked Estep 
Score: -4610659.000000 Penalty: 3525.756592
	Iteration 28Q: 3 clusters Score -4610659 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 50462 members 
Entering Unmasked Estep 
Score: -4610666.000000 Penalty: 3525.756592
	Iteration 29Q: 3 clusters Score -4610666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 50482 members 
Entering Unmasked Estep 
Score: -4610673.000000 Penalty: 3525.756592
	Iteration 30Q: 3 clusters Score -4610673 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 50501 members 
Entering Unmasked Estep 
Score: -4610678.000000 Penalty: 3525.756592
	Iteration 31Q: 3 clusters Score -4610678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 50513 members 
Entering Unmasked Estep 
Score: -4610686.000000 Penalty: 3525.756592
	Iteration 32Q: 3 clusters Score -4610686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 50525 members 
Entering Unmasked Estep 
Score: -4610692.000000 Penalty: 3525.756592
	Iteration 33Q: 3 clusters Score -4610692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 50534 members 
Entering Unmasked Estep 
Score: -4610694.000000 Penalty: 3525.756592
	Iteration 34Q: 3 clusters Score -4610694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 50542 members 
Entering Unmasked Estep 
Score: -4610698.000000 Penalty: 3525.756592
	Iteration 35Q: 3 clusters Score -4610698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 50548 members 
Entering Unmasked Estep 
Score: -4610700.000000 Penalty: 3525.756592
	Iteration 36Q: 3 clusters Score -4610700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 50554 members 
Entering Unmasked Estep 
Score: -4610705.500000 Penalty: 3525.756592
	Iteration 37Q: 3 clusters Score -4610706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 50560 members 
Entering Unmasked Estep 
Score: -4610709.500000 Penalty: 3525.756592
	Iteration 38Q: 3 clusters Score -4610710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 50565 members 
Entering Unmasked Estep 
Score: -4610711.000000 Penalty: 3525.756592
	Iteration 39Q: 3 clusters Score -4610711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -4610710.000000 Penalty: 3525.756592
	Iteration 40F: 3 clusters Score -4610710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 50571 members 
Entering Unmasked Estep 
Score: -4610710.500000 Penalty: 3525.756592
	Iteration 41Q: 3 clusters Score -4610710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 50574 members 
Entering Unmasked Estep 
Score: -4610714.500000 Penalty: 3525.756592
	Iteration 42Q: 3 clusters Score -4610714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 50580 members 
Entering Unmasked Estep 
Score: -4610721.000000 Penalty: 3525.756592
	Iteration 43Q: 3 clusters Score -4610721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 50585 members 
Entering Unmasked Estep 
Score: -4610726.000000 Penalty: 3525.756592
	Iteration 44Q: 3 clusters Score -4610726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 50590 members 
Entering Unmasked Estep 
Score: -4610728.000000 Penalty: 3525.756592
	Iteration 45Q: 3 clusters Score -4610728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 50593 members 
Entering Unmasked Estep 
Score: -4610727.500000 Penalty: 3525.756592
	Iteration 46Q: 3 clusters Score -4610728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 50602 members 
Entering Unmasked Estep 
Score: -4610724.500000 Penalty: 3525.756592
	Iteration 47Q: 3 clusters Score -4610724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 50606 members 
Entering Unmasked Estep 
Score: -4610728.500000 Penalty: 3525.756592
	Iteration 48Q: 3 clusters Score -4610728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 50608 members 
Entering Unmasked Estep 
Score: -4610724.500000 Penalty: 3525.756592
	Iteration 49Q: 3 clusters Score -4610724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 50610 members 
Entering Unmasked Estep 
Score: -4610724.500000 Penalty: 3525.756592
	Iteration 50Q: 3 clusters Score -4610724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -4610726.500000 Penalty: 3525.756592
	Iteration 51Q: 3 clusters Score -4610726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 50616 members 
Entering Unmasked Estep 
Score: -4610728.000000 Penalty: 3525.756592
	Iteration 52Q: 3 clusters Score -4610728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 50619 members 
Entering Unmasked Estep 
Score: -4610725.500000 Penalty: 3525.756592
	Iteration 53Q: 3 clusters Score -4610726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 50621 members 
Entering Unmasked Estep 
Score: -4610722.000000 Penalty: 3525.756592
	Iteration 54Q: 3 clusters Score -4610722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 50623 members 
Entering Unmasked Estep 
Score: -4610721.500000 Penalty: 3525.756592
	Iteration 55Q: 3 clusters Score -4610722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 50625 members 
Entering Unmasked Estep 
Score: -4610723.000000 Penalty: 3525.756592
	Iteration 56Q: 3 clusters Score -4610723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -4610721.500000 Penalty: 3525.756592
	Iteration 57Q: 3 clusters Score -4610722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
Score: -4610721.500000 Penalty: 3525.756592
	Iteration 58Q: 3 clusters Score -4610722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 50629 members 
Entering Unmasked Estep 
Score: -4610721.000000 Penalty: 3525.756592
	Iteration 59Q: 3 clusters Score -4610721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 50630 members 
Entering Unmasked Estep 
Score: -4610721.500000 Penalty: 3525.756592
	Iteration 60F: 3 clusters Score -4610722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41981 members 
Entering Unmasked Estep 
Score: -3812709.000000 Penalty: 1729.808105
	Iteration 0F: 2 clusters Score -3812709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -3784573.500000 Penalty: 3459.616211
	Iteration 0F: 3 clusters Score -3784574 nChanged 19616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -3796183.000000 Penalty: 3459.616211
	Iteration 1F: 3 clusters Score -3796183 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -3797300.750000 Penalty: 3459.616211
	Iteration 2F: 3 clusters Score -3797301 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -3798811.750000 Penalty: 3459.616211
	Iteration 3F: 3 clusters Score -3798812 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -3800579.000000 Penalty: 3459.616211
	Iteration 4F: 3 clusters Score -3800579 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -3802326.750000 Penalty: 3459.616211
	Iteration 5F: 3 clusters Score -3802327 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -3803788.000000 Penalty: 3459.616211
	Iteration 6F: 3 clusters Score -3803788 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -3804724.500000 Penalty: 3459.616211
	Iteration 7F: 3 clusters Score -3804724 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -3805336.500000 Penalty: 3459.616211
	Iteration 8Q: 3 clusters Score -3805336 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -3805728.500000 Penalty: 3459.616211
	Iteration 9Q: 3 clusters Score -3805728 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -3806109.250000 Penalty: 3459.616211
	Iteration 10Q: 3 clusters Score -3806109 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -3806461.250000 Penalty: 3459.616211
	Iteration 11Q: 3 clusters Score -3806461 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -3806784.250000 Penalty: 3459.616211
	Iteration 12Q: 3 clusters Score -3806784 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -3807186.500000 Penalty: 3459.616211
	Iteration 13Q: 3 clusters Score -3807186 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -3807591.250000 Penalty: 3459.616211
	Iteration 14Q: 3 clusters Score -3807591 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -3808047.250000 Penalty: 3459.616211
	Iteration 15Q: 3 clusters Score -3808047 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -3808543.250000 Penalty: 3459.616211
	Iteration 16Q: 3 clusters Score -3808543 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -3809033.250000 Penalty: 3459.616211
	Iteration 17Q: 3 clusters Score -3809033 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -3809542.250000 Penalty: 3459.616211
	Iteration 18Q: 3 clusters Score -3809542 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -3809988.000000 Penalty: 3459.616211
	Iteration 19Q: 3 clusters Score -3809988 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 39710 members 
Entering Unmasked Estep 
Score: -3810342.250000 Penalty: 3459.616211
	Iteration 20F: 3 clusters Score -3810342 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 40172 members 
Entering Unmasked Estep 
Score: -3810595.500000 Penalty: 3459.616211
	Iteration 21Q: 3 clusters Score -3810596 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -3810792.250000 Penalty: 3459.616211
	Iteration 22Q: 3 clusters Score -3810792 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -3810946.250000 Penalty: 3459.616211
	Iteration 23Q: 3 clusters Score -3810946 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -3811030.250000 Penalty: 3459.616211
	Iteration 24Q: 3 clusters Score -3811030 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -3811103.000000 Penalty: 3459.616211
	Iteration 25Q: 3 clusters Score -3811103 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -3811166.000000 Penalty: 3459.616211
	Iteration 26Q: 3 clusters Score -3811166 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -3811213.750000 Penalty: 3459.616211
	Iteration 27Q: 3 clusters Score -3811214 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -3811248.500000 Penalty: 3459.616211
	Iteration 28Q: 3 clusters Score -3811248 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -3811275.500000 Penalty: 3459.616211
	Iteration 29Q: 3 clusters Score -3811276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -3811301.250000 Penalty: 3459.616211
	Iteration 30Q: 3 clusters Score -3811301 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 41330 members 
Entering Unmasked Estep 
Score: -3811314.000000 Penalty: 3459.616211
	Iteration 31Q: 3 clusters Score -3811314 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -3811331.250000 Penalty: 3459.616211
	Iteration 32Q: 3 clusters Score -3811331 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -3811332.500000 Penalty: 3459.616211
	Iteration 33Q: 3 clusters Score -3811332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -3811336.750000 Penalty: 3459.616211
	Iteration 34Q: 3 clusters Score -3811337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -3811338.500000 Penalty: 3459.616211
	Iteration 35Q: 3 clusters Score -3811338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -3811340.500000 Penalty: 3459.616211
	Iteration 36Q: 3 clusters Score -3811340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -3811340.500000 Penalty: 3459.616211
	Iteration 37F: 3 clusters Score -3811340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (177529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177529 members 
Entering Unmasked Estep 
Score: -16192737.000000 Penalty: 1964.119507
	Iteration 0F: 2 clusters Score -1.619274e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88624 members 
Mstep: Class 2 contains 88905 members 
Entering Unmasked Estep 
Score: -16074032.000000 Penalty: 3928.239014
	Iteration 0F: 3 clusters Score -1.607403e+07 nChanged 85990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81882 members 
Mstep: Class 2 contains 95647 members 
Entering Unmasked Estep 
Score: -16128202.000000 Penalty: 3928.239014
	Iteration 1F: 3 clusters Score -1.61282e+07 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77438 members 
Mstep: Class 2 contains 100091 members 
Entering Unmasked Estep 
Score: -16132570.000000 Penalty: 3928.239014
	Iteration 2F: 3 clusters Score -1.613257e+07 nChanged 11261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71437 members 
Mstep: Class 2 contains 106092 members 
Entering Unmasked Estep 
Score: -16138990.000000 Penalty: 3928.239014
	Iteration 3F: 3 clusters Score -1.613899e+07 nChanged 12490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64465 members 
Mstep: Class 2 contains 113064 members 
Entering Unmasked Estep 
Score: -16147013.000000 Penalty: 3928.239014
	Iteration 4F: 3 clusters Score -1.614701e+07 nChanged 12441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57434 members 
Mstep: Class 2 contains 120095 members 
Entering Unmasked Estep 
Score: -16155272.000000 Penalty: 3928.239014
	Iteration 5F: 3 clusters Score -1.615527e+07 nChanged 11256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51018 members 
Mstep: Class 2 contains 126511 members 
Entering Unmasked Estep 
Score: -16163726.000000 Penalty: 3928.239014
	Iteration 6F: 3 clusters Score -1.616373e+07 nChanged 9676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 131541 members 
Entering Unmasked Estep 
Score: -16173050.000000 Penalty: 3928.239014
	Iteration 7F: 3 clusters Score -1.617305e+07 nChanged 8475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 134352 members 
Entering Unmasked Estep 
Score: -16182212.000000 Penalty: 3928.239014
	Iteration 8Q: 3 clusters Score -1.618221e+07 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42389 members 
Mstep: Class 2 contains 135140 members 
Entering Unmasked Estep 
Score: -16187294.000000 Penalty: 3928.239014
	Iteration 9Q: 3 clusters Score -1.618729e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 135306 members 
Entering Unmasked Estep 
Score: -16189215.000000 Penalty: 3928.239014
	Iteration 10Q: 3 clusters Score -1.618922e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 135262 members 
Entering Unmasked Estep 
Score: -16190096.000000 Penalty: 3928.239014
	Iteration 11Q: 3 clusters Score -1.61901e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42518 members 
Mstep: Class 2 contains 135011 members 
Entering Unmasked Estep 
Score: -16190733.000000 Penalty: 3928.239014
	Iteration 12Q: 3 clusters Score -1.619073e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 134626 members 
Entering Unmasked Estep 
Score: -16191125.000000 Penalty: 3928.239014
	Iteration 13Q: 3 clusters Score -1.619112e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 134212 members 
Entering Unmasked Estep 
Score: -16191314.000000 Penalty: 3928.239014
	Iteration 14Q: 3 clusters Score -1.619131e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 133761 members 
Entering Unmasked Estep 
Score: -16191558.000000 Penalty: 3928.239014
	Iteration 15Q: 3 clusters Score -1.619156e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44300 members 
Mstep: Class 2 contains 133229 members 
Entering Unmasked Estep 
Score: -16191699.000000 Penalty: 3928.239014
	Iteration 16Q: 3 clusters Score -1.61917e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44853 members 
Mstep: Class 2 contains 132676 members 
Entering Unmasked Estep 
Score: -16191791.000000 Penalty: 3928.239014
	Iteration 17Q: 3 clusters Score -1.619179e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 132109 members 
Entering Unmasked Estep 
Score: -16191879.000000 Penalty: 3928.239014
	Iteration 18Q: 3 clusters Score -1.619188e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45947 members 
Mstep: Class 2 contains 131582 members 
Entering Unmasked Estep 
Score: -16191929.000000 Penalty: 3928.239014
	Iteration 19Q: 3 clusters Score -1.619193e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 131056 members 
Entering Unmasked Estep 
Score: -16191967.000000 Penalty: 3928.239014
	Iteration 20F: 3 clusters Score -1.619197e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 130540 members 
Entering Unmasked Estep 
Score: -16192067.000000 Penalty: 3928.239014
	Iteration 21Q: 3 clusters Score -1.619207e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 130028 members 
Entering Unmasked Estep 
Score: -16192116.000000 Penalty: 3928.239014
	Iteration 22Q: 3 clusters Score -1.619212e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48015 members 
Mstep: Class 2 contains 129514 members 
Entering Unmasked Estep 
Score: -16192137.000000 Penalty: 3928.239014
	Iteration 23Q: 3 clusters Score -1.619214e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Mstep: Class 2 contains 129043 members 
Entering Unmasked Estep 
Score: -16192161.000000 Penalty: 3928.239014
	Iteration 24Q: 3 clusters Score -1.619216e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48909 members 
Mstep: Class 2 contains 128620 members 
Entering Unmasked Estep 
Score: -16192187.000000 Penalty: 3928.239014
	Iteration 25Q: 3 clusters Score -1.619219e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49290 members 
Mstep: Class 2 contains 128239 members 
Entering Unmasked Estep 
Score: -16192189.000000 Penalty: 3928.239014
	Iteration 26Q: 3 clusters Score -1.619219e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49672 members 
Mstep: Class 2 contains 127857 members 
Entering Unmasked Estep 
Score: -16192207.000000 Penalty: 3928.239014
	Iteration 27Q: 3 clusters Score -1.619221e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50020 members 
Mstep: Class 2 contains 127509 members 
Entering Unmasked Estep 
Score: -16192264.000000 Penalty: 3928.239014
	Iteration 28Q: 3 clusters Score -1.619226e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50359 members 
Mstep: Class 2 contains 127170 members 
Entering Unmasked Estep 
Score: -16192349.000000 Penalty: 3928.239014
	Iteration 29Q: 3 clusters Score -1.619235e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50632 members 
Mstep: Class 2 contains 126897 members 
Entering Unmasked Estep 
Score: -16192328.000000 Penalty: 3928.239014
	Iteration 30Q: 3 clusters Score -1.619233e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 126647 members 
Entering Unmasked Estep 
Score: -16192321.000000 Penalty: 3928.239014
	Iteration 31Q: 3 clusters Score -1.619232e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 126409 members 
Entering Unmasked Estep 
Score: -16192350.000000 Penalty: 3928.239014
	Iteration 32Q: 3 clusters Score -1.619235e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51359 members 
Mstep: Class 2 contains 126170 members 
Entering Unmasked Estep 
Score: -16192347.000000 Penalty: 3928.239014
	Iteration 33Q: 3 clusters Score -1.619235e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51589 members 
Mstep: Class 2 contains 125940 members 
Entering Unmasked Estep 
Score: -16192340.000000 Penalty: 3928.239014
	Iteration 34Q: 3 clusters Score -1.619234e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51807 members 
Mstep: Class 2 contains 125722 members 
Entering Unmasked Estep 
Score: -16192361.000000 Penalty: 3928.239014
	Iteration 35Q: 3 clusters Score -1.619236e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 125518 members 
Entering Unmasked Estep 
Score: -16192389.000000 Penalty: 3928.239014
	Iteration 36Q: 3 clusters Score -1.619239e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52211 members 
Mstep: Class 2 contains 125318 members 
Entering Unmasked Estep 
Score: -16192384.000000 Penalty: 3928.239014
	Iteration 37Q: 3 clusters Score -1.619238e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52389 members 
Mstep: Class 2 contains 125140 members 
Entering Unmasked Estep 
Score: -16192413.000000 Penalty: 3928.239014
	Iteration 38Q: 3 clusters Score -1.619241e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52554 members 
Mstep: Class 2 contains 124975 members 
Entering Unmasked Estep 
Score: -16192434.000000 Penalty: 3928.239014
	Iteration 39Q: 3 clusters Score -1.619243e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52704 members 
Mstep: Class 2 contains 124825 members 
Entering Unmasked Estep 
Score: -16192410.000000 Penalty: 3928.239014
	Iteration 40F: 3 clusters Score -1.619241e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52845 members 
Mstep: Class 2 contains 124684 members 
Entering Unmasked Estep 
Score: -16192457.000000 Penalty: 3928.239014
	Iteration 41Q: 3 clusters Score -1.619246e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52965 members 
Mstep: Class 2 contains 124564 members 
Entering Unmasked Estep 
Score: -16192444.000000 Penalty: 3928.239014
	Iteration 42Q: 3 clusters Score -1.619244e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53071 members 
Mstep: Class 2 contains 124458 members 
Entering Unmasked Estep 
Score: -16192451.000000 Penalty: 3928.239014
	Iteration 43Q: 3 clusters Score -1.619245e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53169 members 
Mstep: Class 2 contains 124360 members 
Entering Unmasked Estep 
Score: -16192440.000000 Penalty: 3928.239014
	Iteration 44Q: 3 clusters Score -1.619244e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53248 members 
Mstep: Class 2 contains 124281 members 
Entering Unmasked Estep 
Score: -16192438.000000 Penalty: 3928.239014
	Iteration 45Q: 3 clusters Score -1.619244e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53294 members 
Mstep: Class 2 contains 124235 members 
Entering Unmasked Estep 
Score: -16192451.000000 Penalty: 3928.239014
	Iteration 46Q: 3 clusters Score -1.619245e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53341 members 
Mstep: Class 2 contains 124188 members 
Entering Unmasked Estep 
Score: -16192441.000000 Penalty: 3928.239014
	Iteration 47Q: 3 clusters Score -1.619244e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53386 members 
Mstep: Class 2 contains 124143 members 
Entering Unmasked Estep 
Score: -16192469.000000 Penalty: 3928.239014
	Iteration 48Q: 3 clusters Score -1.619247e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53425 members 
Mstep: Class 2 contains 124104 members 
Entering Unmasked Estep 
Score: -16192489.000000 Penalty: 3928.239014
	Iteration 49Q: 3 clusters Score -1.619249e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53465 members 
Mstep: Class 2 contains 124064 members 
Entering Unmasked Estep 
Score: -16192492.000000 Penalty: 3928.239014
	Iteration 50Q: 3 clusters Score -1.619249e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53508 members 
Mstep: Class 2 contains 124021 members 
Entering Unmasked Estep 
Score: -16192500.000000 Penalty: 3928.239014
	Iteration 51Q: 3 clusters Score -1.61925e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53545 members 
Mstep: Class 2 contains 123984 members 
Entering Unmasked Estep 
Score: -16192495.000000 Penalty: 3928.239014
	Iteration 52Q: 3 clusters Score -1.61925e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53582 members 
Mstep: Class 2 contains 123947 members 
Entering Unmasked Estep 
Score: -16192493.000000 Penalty: 3928.239014
	Iteration 53Q: 3 clusters Score -1.619249e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53616 members 
Mstep: Class 2 contains 123913 members 
Entering Unmasked Estep 
Score: -16192490.000000 Penalty: 3928.239014
	Iteration 54Q: 3 clusters Score -1.619249e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53642 members 
Mstep: Class 2 contains 123887 members 
Entering Unmasked Estep 
Score: -16192492.000000 Penalty: 3928.239014
	Iteration 55Q: 3 clusters Score -1.619249e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53669 members 
Mstep: Class 2 contains 123860 members 
Entering Unmasked Estep 
Score: -16192501.000000 Penalty: 3928.239014
	Iteration 56Q: 3 clusters Score -1.61925e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53699 members 
Mstep: Class 2 contains 123830 members 
Entering Unmasked Estep 
Score: -16192495.000000 Penalty: 3928.239014
	Iteration 57Q: 3 clusters Score -1.61925e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53718 members 
Mstep: Class 2 contains 123811 members 
Entering Unmasked Estep 
Score: -16192502.000000 Penalty: 3928.239014
	Iteration 58Q: 3 clusters Score -1.61925e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53740 members 
Mstep: Class 2 contains 123789 members 
Entering Unmasked Estep 
Score: -16192503.000000 Penalty: 3928.239014
	Iteration 59Q: 3 clusters Score -1.61925e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53756 members 
Mstep: Class 2 contains 123773 members 
Entering Unmasked Estep 
Score: -16192496.000000 Penalty: 3928.239014
	Iteration 60F: 3 clusters Score -1.61925e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53771 members 
Mstep: Class 2 contains 123758 members 
Entering Unmasked Estep 
Score: -16192498.000000 Penalty: 3928.239014
	Iteration 61Q: 3 clusters Score -1.61925e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53789 members 
Mstep: Class 2 contains 123740 members 
Entering Unmasked Estep 
Score: -16192501.000000 Penalty: 3928.239014
	Iteration 62Q: 3 clusters Score -1.61925e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53803 members 
Mstep: Class 2 contains 123726 members 
Entering Unmasked Estep 
Score: -16192492.000000 Penalty: 3928.239014
	Iteration 63Q: 3 clusters Score -1.619249e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53815 members 
Mstep: Class 2 contains 123714 members 
Entering Unmasked Estep 
Score: -16192489.000000 Penalty: 3928.239014
	Iteration 64Q: 3 clusters Score -1.619249e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53823 members 
Mstep: Class 2 contains 123706 members 
Entering Unmasked Estep 
Score: -16192490.000000 Penalty: 3928.239014
	Iteration 65Q: 3 clusters Score -1.619249e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53832 members 
Mstep: Class 2 contains 123697 members 
Entering Unmasked Estep 
Score: -16192488.000000 Penalty: 3928.239014
	Iteration 66Q: 3 clusters Score -1.619249e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53842 members 
Mstep: Class 2 contains 123687 members 
Entering Unmasked Estep 
Score: -16192496.000000 Penalty: 3928.239014
	Iteration 67Q: 3 clusters Score -1.61925e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53853 members 
Mstep: Class 2 contains 123676 members 
Entering Unmasked Estep 
Score: -16192500.000000 Penalty: 3928.239014
	Iteration 68Q: 3 clusters Score -1.61925e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53867 members 
Mstep: Class 2 contains 123662 members 
Entering Unmasked Estep 
Score: -16192502.000000 Penalty: 3928.239014
	Iteration 69Q: 3 clusters Score -1.61925e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53885 members 
Mstep: Class 2 contains 123644 members 
Entering Unmasked Estep 
Score: -16192504.000000 Penalty: 3928.239014
	Iteration 70Q: 3 clusters Score -1.61925e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53897 members 
Mstep: Class 2 contains 123632 members 
Entering Unmasked Estep 
Score: -16192502.000000 Penalty: 3928.239014
	Iteration 71Q: 3 clusters Score -1.61925e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53906 members 
Mstep: Class 2 contains 123623 members 
Entering Unmasked Estep 
Score: -16192504.000000 Penalty: 3928.239014
	Iteration 72Q: 3 clusters Score -1.61925e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53917 members 
Mstep: Class 2 contains 123612 members 
Entering Unmasked Estep 
Score: -16192502.000000 Penalty: 3928.239014
	Iteration 73Q: 3 clusters Score -1.61925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53923 members 
Mstep: Class 2 contains 123606 members 
Entering Unmasked Estep 
Score: -16192506.000000 Penalty: 3928.239014
	Iteration 74Q: 3 clusters Score -1.619251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53931 members 
Mstep: Class 2 contains 123598 members 
Entering Unmasked Estep 
Score: -16192514.000000 Penalty: 3928.239014
	Iteration 75Q: 3 clusters Score -1.619251e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53938 members 
Mstep: Class 2 contains 123591 members 
Entering Unmasked Estep 
Score: -16192509.000000 Penalty: 3928.239014
	Iteration 76Q: 3 clusters Score -1.619251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53946 members 
Mstep: Class 2 contains 123583 members 
Entering Unmasked Estep 
Score: -16192509.000000 Penalty: 3928.239014
	Iteration 77Q: 3 clusters Score -1.619251e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53955 members 
Mstep: Class 2 contains 123574 members 
Entering Unmasked Estep 
Score: -16192516.000000 Penalty: 3928.239014
	Iteration 78Q: 3 clusters Score -1.619252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53961 members 
Mstep: Class 2 contains 123568 members 
Entering Unmasked Estep 
Score: -16192514.000000 Penalty: 3928.239014
	Iteration 79Q: 3 clusters Score -1.619251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53969 members 
Mstep: Class 2 contains 123560 members 
Entering Unmasked Estep 
Score: -16192514.000000 Penalty: 3928.239014
	Iteration 80F: 3 clusters Score -1.619251e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53979 members 
Mstep: Class 2 contains 123550 members 
Entering Unmasked Estep 
Score: -16192518.000000 Penalty: 3928.239014
	Iteration 81Q: 3 clusters Score -1.619252e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53989 members 
Mstep: Class 2 contains 123540 members 
Entering Unmasked Estep 
Score: -16192518.000000 Penalty: 3928.239014
	Iteration 82Q: 3 clusters Score -1.619252e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53998 members 
Mstep: Class 2 contains 123531 members 
Entering Unmasked Estep 
Score: -16192534.000000 Penalty: 3928.239014
	Iteration 83Q: 3 clusters Score -1.619253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54005 members 
Mstep: Class 2 contains 123524 members 
Entering Unmasked Estep 
Score: -16192534.000000 Penalty: 3928.239014
	Iteration 84Q: 3 clusters Score -1.619253e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54011 members 
Mstep: Class 2 contains 123518 members 
Entering Unmasked Estep 
Score: -16192549.000000 Penalty: 3928.239014
	Iteration 85Q: 3 clusters Score -1.619255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54016 members 
Mstep: Class 2 contains 123513 members 
Entering Unmasked Estep 
Score: -16192533.000000 Penalty: 3928.239014
	Iteration 86Q: 3 clusters Score -1.619253e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54021 members 
Mstep: Class 2 contains 123508 members 
Entering Unmasked Estep 
Score: -16192524.000000 Penalty: 3928.239014
	Iteration 87Q: 3 clusters Score -1.619252e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54028 members 
Mstep: Class 2 contains 123501 members 
Entering Unmasked Estep 
Score: -16192520.000000 Penalty: 3928.239014
	Iteration 88Q: 3 clusters Score -1.619252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54032 members 
Mstep: Class 2 contains 123497 members 
Entering Unmasked Estep 
Score: -16192524.000000 Penalty: 3928.239014
	Iteration 89Q: 3 clusters Score -1.619252e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54040 members 
Mstep: Class 2 contains 123489 members 
Entering Unmasked Estep 
Score: -16192519.000000 Penalty: 3928.239014
	Iteration 90Q: 3 clusters Score -1.619252e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54047 members 
Mstep: Class 2 contains 123482 members 
Entering Unmasked Estep 
Score: -16192525.000000 Penalty: 3928.239014
	Iteration 91Q: 3 clusters Score -1.619252e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54057 members 
Mstep: Class 2 contains 123472 members 
Entering Unmasked Estep 
Score: -16192525.000000 Penalty: 3928.239014
	Iteration 92Q: 3 clusters Score -1.619252e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54067 members 
Mstep: Class 2 contains 123462 members 
Entering Unmasked Estep 
Score: -16192518.000000 Penalty: 3928.239014
	Iteration 93Q: 3 clusters Score -1.619252e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54074 members 
Mstep: Class 2 contains 123455 members 
Entering Unmasked Estep 
Score: -16192508.000000 Penalty: 3928.239014
	Iteration 94Q: 3 clusters Score -1.619251e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54083 members 
Mstep: Class 2 contains 123446 members 
Entering Unmasked Estep 
Score: -16192511.000000 Penalty: 3928.239014
	Iteration 95Q: 3 clusters Score -1.619251e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54093 members 
Mstep: Class 2 contains 123436 members 
Entering Unmasked Estep 
Score: -16192509.000000 Penalty: 3928.239014
	Iteration 96Q: 3 clusters Score -1.619251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54096 members 
Mstep: Class 2 contains 123433 members 
Entering Unmasked Estep 
Score: -16192502.000000 Penalty: 3928.239014
	Iteration 97Q: 3 clusters Score -1.61925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54100 members 
Mstep: Class 2 contains 123429 members 
Entering Unmasked Estep 
Score: -16192508.000000 Penalty: 3928.239014
	Iteration 98Q: 3 clusters Score -1.619251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54104 members 
Mstep: Class 2 contains 123425 members 
Entering Unmasked Estep 
Score: -16192507.000000 Penalty: 3928.239014
	Iteration 99Q: 3 clusters Score -1.619251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54108 members 
Mstep: Class 2 contains 123421 members 
Entering Unmasked Estep 
Score: -16192506.000000 Penalty: 3928.239014
	Iteration 100F: 3 clusters Score -1.619251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54111 members 
Mstep: Class 2 contains 123418 members 
Entering Unmasked Estep 
Score: -16192511.000000 Penalty: 3928.239014
	Iteration 101Q: 3 clusters Score -1.619251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54115 members 
Mstep: Class 2 contains 123414 members 
Entering Unmasked Estep 
Score: -16192508.000000 Penalty: 3928.239014
	Iteration 102Q: 3 clusters Score -1.619251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54118 members 
Mstep: Class 2 contains 123411 members 
Entering Unmasked Estep 
Score: -16192512.000000 Penalty: 3928.239014
	Iteration 103Q: 3 clusters Score -1.619251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54120 members 
Mstep: Class 2 contains 123409 members 
Entering Unmasked Estep 
Score: -16192508.000000 Penalty: 3928.239014
	Iteration 104Q: 3 clusters Score -1.619251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54123 members 
Mstep: Class 2 contains 123406 members 
Entering Unmasked Estep 
Score: -16192503.000000 Penalty: 3928.239014
	Iteration 105Q: 3 clusters Score -1.61925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54128 members 
Mstep: Class 2 contains 123401 members 
Entering Unmasked Estep 
Score: -16192501.000000 Penalty: 3928.239014
	Iteration 106Q: 3 clusters Score -1.61925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54132 members 
Mstep: Class 2 contains 123397 members 
Entering Unmasked Estep 
Score: -16192501.000000 Penalty: 3928.239014
	Iteration 107Q: 3 clusters Score -1.61925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54135 members 
Mstep: Class 2 contains 123394 members 
Entering Unmasked Estep 
Score: -16192500.000000 Penalty: 3928.239014
	Iteration 108Q: 3 clusters Score -1.61925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54141 members 
Mstep: Class 2 contains 123388 members 
Entering Unmasked Estep 
Score: -16192507.000000 Penalty: 3928.239014
	Iteration 109Q: 3 clusters Score -1.619251e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54148 members 
Mstep: Class 2 contains 123381 members 
Entering Unmasked Estep 
Score: -16192490.000000 Penalty: 3928.239014
	Iteration 110Q: 3 clusters Score -1.619249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54151 members 
Mstep: Class 2 contains 123378 members 
Entering Unmasked Estep 
Score: -16192491.000000 Penalty: 3928.239014
	Iteration 111Q: 3 clusters Score -1.619249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54156 members 
Mstep: Class 2 contains 123373 members 
Entering Unmasked Estep 
Score: -16192509.000000 Penalty: 3928.239014
	Iteration 112Q: 3 clusters Score -1.619251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54159 members 
Mstep: Class 2 contains 123370 members 
Entering Unmasked Estep 
Score: -16192502.000000 Penalty: 3928.239014
	Iteration 113Q: 3 clusters Score -1.61925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54161 members 
Mstep: Class 2 contains 123368 members 
Entering Unmasked Estep 
Score: -16192503.000000 Penalty: 3928.239014
	Iteration 114Q: 3 clusters Score -1.61925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54162 members 
Mstep: Class 2 contains 123367 members 
Entering Unmasked Estep 
Score: -16192504.000000 Penalty: 3928.239014
	Iteration 115Q: 3 clusters Score -1.61925e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54162 members 
Mstep: Class 2 contains 123367 members 
Entering Unmasked Estep 
Score: -16192504.000000 Penalty: 3928.239014
	Iteration 116F: 3 clusters Score -1.61925e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Entering Unmasked Estep 
Score: -653072.062500 Penalty: 1445.806763
	Iteration 0F: 2 clusters Score -653072.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -647666.687500 Penalty: 2891.613525
	Iteration 0F: 3 clusters Score -647666.7 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -649319.312500 Penalty: 2891.613525
	Iteration 1F: 3 clusters Score -649319.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -649527.187500 Penalty: 2891.613525
	Iteration 2F: 3 clusters Score -649527.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -649698.312500 Penalty: 2891.613525
	Iteration 3F: 3 clusters Score -649698.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -649878.500000 Penalty: 2891.613525
	Iteration 4Q: 3 clusters Score -649878.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -650071.937500 Penalty: 2891.613525
	Iteration 5Q: 3 clusters Score -650071.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -650245.125000 Penalty: 2891.613525
	Iteration 6Q: 3 clusters Score -650245.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -650437.375000 Penalty: 2891.613525
	Iteration 7Q: 3 clusters Score -650437.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -650618.375000 Penalty: 2891.613525
	Iteration 8Q: 3 clusters Score -650618.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -650810.250000 Penalty: 2891.613525
	Iteration 9Q: 3 clusters Score -650810.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -650997.187500 Penalty: 2891.613525
	Iteration 10Q: 3 clusters Score -650997.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -651156.187500 Penalty: 2891.613525
	Iteration 11Q: 3 clusters Score -651156.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -651292.062500 Penalty: 2891.613525
	Iteration 12Q: 3 clusters Score -651292.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -651388.937500 Penalty: 2891.613525
	Iteration 13Q: 3 clusters Score -651388.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -651460.375000 Penalty: 2891.613525
	Iteration 14Q: 3 clusters Score -651460.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -651510.125000 Penalty: 2891.613525
	Iteration 15Q: 3 clusters Score -651510.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -651543.375000 Penalty: 2891.613525
	Iteration 16Q: 3 clusters Score -651543.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -651571.250000 Penalty: 2891.613525
	Iteration 17Q: 3 clusters Score -651571.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -651592.500000 Penalty: 2891.613525
	Iteration 18Q: 3 clusters Score -651592.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -651613.562500 Penalty: 2891.613525
	Iteration 19Q: 3 clusters Score -651613.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -651631.500000 Penalty: 2891.613525
	Iteration 20F: 3 clusters Score -651631.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -651644.750000 Penalty: 2891.613525
	Iteration 21Q: 3 clusters Score -651644.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -651659.437500 Penalty: 2891.613525
	Iteration 22Q: 3 clusters Score -651659.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -651670.500000 Penalty: 2891.613525
	Iteration 23Q: 3 clusters Score -651670.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -651680.062500 Penalty: 2891.613525
	Iteration 24Q: 3 clusters Score -651680.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -651685.750000 Penalty: 2891.613525
	Iteration 25Q: 3 clusters Score -651685.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -651692.062500 Penalty: 2891.613525
	Iteration 26Q: 3 clusters Score -651692.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -651696.250000 Penalty: 2891.613525
	Iteration 27Q: 3 clusters Score -651696.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -651700.625000 Penalty: 2891.613525
	Iteration 28Q: 3 clusters Score -651700.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -651702.062500 Penalty: 2891.613525
	Iteration 29Q: 3 clusters Score -651702.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -651706.187500 Penalty: 2891.613525
	Iteration 30Q: 3 clusters Score -651706.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -651712.750000 Penalty: 2891.613525
	Iteration 31Q: 3 clusters Score -651712.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -651716.687500 Penalty: 2891.613525
	Iteration 32Q: 3 clusters Score -651716.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -651720.750000 Penalty: 2891.613525
	Iteration 33Q: 3 clusters Score -651720.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -651725.687500 Penalty: 2891.613525
	Iteration 34Q: 3 clusters Score -651725.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -651730.062500 Penalty: 2891.613525
	Iteration 35Q: 3 clusters Score -651730.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -651736.375000 Penalty: 2891.613525
	Iteration 36Q: 3 clusters Score -651736.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -651739.250000 Penalty: 2891.613525
	Iteration 37Q: 3 clusters Score -651739.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -651744.125000 Penalty: 2891.613525
	Iteration 38Q: 3 clusters Score -651744.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -651747.687500 Penalty: 2891.613525
	Iteration 39Q: 3 clusters Score -651747.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -651752.937500 Penalty: 2891.613525
	Iteration 40F: 3 clusters Score -651752.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -651757.875000 Penalty: 2891.613525
	Iteration 41Q: 3 clusters Score -651757.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -651761.437500 Penalty: 2891.613525
	Iteration 42Q: 3 clusters Score -651761.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -651764.500000 Penalty: 2891.613525
	Iteration 43Q: 3 clusters Score -651764.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -651767.875000 Penalty: 2891.613525
	Iteration 44Q: 3 clusters Score -651767.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -651774.500000 Penalty: 2891.613525
	Iteration 45Q: 3 clusters Score -651774.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -651777.125000 Penalty: 2891.613525
	Iteration 46Q: 3 clusters Score -651777.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -651781.562500 Penalty: 2891.613525
	Iteration 47Q: 3 clusters Score -651781.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -651783.125000 Penalty: 2891.613525
	Iteration 48Q: 3 clusters Score -651783.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -651785.375000 Penalty: 2891.613525
	Iteration 49Q: 3 clusters Score -651785.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -651786.562500 Penalty: 2891.613525
	Iteration 50Q: 3 clusters Score -651786.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -651791.187500 Penalty: 2891.613525
	Iteration 51Q: 3 clusters Score -651791.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -651790.687500 Penalty: 2891.613525
	Iteration 52Q: 3 clusters Score -651790.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -651793.625000 Penalty: 2891.613525
	Iteration 53Q: 3 clusters Score -651793.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -651794.250000 Penalty: 2891.613525
	Iteration 54Q: 3 clusters Score -651794.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -651794.500000 Penalty: 2891.613525
	Iteration 55Q: 3 clusters Score -651794.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -651793.875000 Penalty: 2891.613525
	Iteration 56Q: 3 clusters Score -651793.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -651795.312500 Penalty: 2891.613525
	Iteration 57Q: 3 clusters Score -651795.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -651795.312500 Penalty: 2891.613525
	Iteration 58F: 3 clusters Score -651795.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Entering Unmasked Estep 
Score: -1337163.250000 Penalty: 1562.069214
	Iteration 0F: 2 clusters Score -1337163 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 7593 members 
Entering Unmasked Estep 
Score: -1326939.500000 Penalty: 3124.138428
	Iteration 0F: 3 clusters Score -1326940 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1330430.125000 Penalty: 3124.138428
	Iteration 1F: 3 clusters Score -1330430 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1330920.375000 Penalty: 3124.138428
	Iteration 2F: 3 clusters Score -1330920 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1331494.500000 Penalty: 3124.138428
	Iteration 3F: 3 clusters Score -1331494 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1332213.500000 Penalty: 3124.138428
	Iteration 4F: 3 clusters Score -1332214 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1333063.125000 Penalty: 3124.138428
	Iteration 5F: 3 clusters Score -1333063 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1333887.125000 Penalty: 3124.138428
	Iteration 6F: 3 clusters Score -1333887 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1334534.625000 Penalty: 3124.138428
	Iteration 7F: 3 clusters Score -1334535 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1334974.000000 Penalty: 3124.138428
	Iteration 8Q: 3 clusters Score -1334974 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1335316.125000 Penalty: 3124.138428
	Iteration 9Q: 3 clusters Score -1335316 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1335577.250000 Penalty: 3124.138428
	Iteration 10Q: 3 clusters Score -1335577 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1335780.375000 Penalty: 3124.138428
	Iteration 11Q: 3 clusters Score -1335780 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1335931.125000 Penalty: 3124.138428
	Iteration 12Q: 3 clusters Score -1335931 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1336010.125000 Penalty: 3124.138428
	Iteration 13Q: 3 clusters Score -1336010 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1336069.500000 Penalty: 3124.138428
	Iteration 14Q: 3 clusters Score -1336070 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1336112.125000 Penalty: 3124.138428
	Iteration 15Q: 3 clusters Score -1336112 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1336143.875000 Penalty: 3124.138428
	Iteration 16Q: 3 clusters Score -1336144 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1336153.625000 Penalty: 3124.138428
	Iteration 17Q: 3 clusters Score -1336154 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1336170.125000 Penalty: 3124.138428
	Iteration 18Q: 3 clusters Score -1336170 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1336179.875000 Penalty: 3124.138428
	Iteration 19Q: 3 clusters Score -1336180 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1336196.125000 Penalty: 3124.138428
	Iteration 20F: 3 clusters Score -1336196 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1336203.250000 Penalty: 3124.138428
	Iteration 21Q: 3 clusters Score -1336203 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1336207.500000 Penalty: 3124.138428
	Iteration 22Q: 3 clusters Score -1336208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1336209.625000 Penalty: 3124.138428
	Iteration 23Q: 3 clusters Score -1336210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1336217.125000 Penalty: 3124.138428
	Iteration 24Q: 3 clusters Score -1336217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1336219.375000 Penalty: 3124.138428
	Iteration 25Q: 3 clusters Score -1336219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1336223.250000 Penalty: 3124.138428
	Iteration 26Q: 3 clusters Score -1336223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -1336224.000000 Penalty: 3124.138428
	Iteration 27Q: 3 clusters Score -1336224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1336229.625000 Penalty: 3124.138428
	Iteration 28Q: 3 clusters Score -1336230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1336231.750000 Penalty: 3124.138428
	Iteration 29Q: 3 clusters Score -1336232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1336237.750000 Penalty: 3124.138428
	Iteration 30Q: 3 clusters Score -1336238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1336240.000000 Penalty: 3124.138428
	Iteration 31Q: 3 clusters Score -1336240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1336242.000000 Penalty: 3124.138428
	Iteration 32Q: 3 clusters Score -1336242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -1336242.500000 Penalty: 3124.138428
	Iteration 33Q: 3 clusters Score -1336242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1336244.250000 Penalty: 3124.138428
	Iteration 34Q: 3 clusters Score -1336244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1336245.750000 Penalty: 3124.138428
	Iteration 35Q: 3 clusters Score -1336246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1336245.750000 Penalty: 3124.138428
	Iteration 36Q: 3 clusters Score -1336246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1336245.250000 Penalty: 3124.138428
	Iteration 37Q: 3 clusters Score -1336245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1336245.375000 Penalty: 3124.138428
	Iteration 38Q: 3 clusters Score -1336245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1336246.750000 Penalty: 3124.138428
	Iteration 39Q: 3 clusters Score -1336247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -1336244.125000 Penalty: 3124.138428
	Iteration 40F: 3 clusters Score -1336244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -1336247.250000 Penalty: 3124.138428
	Iteration 41Q: 3 clusters Score -1336247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1336248.000000 Penalty: 3124.138428
	Iteration 42Q: 3 clusters Score -1336248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1336247.750000 Penalty: 3124.138428
	Iteration 43Q: 3 clusters Score -1336248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1336247.000000 Penalty: 3124.138428
	Iteration 44Q: 3 clusters Score -1336247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1336247.875000 Penalty: 3124.138428
	Iteration 45Q: 3 clusters Score -1336248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1336247.875000 Penalty: 3124.138428
	Iteration 46F: 3 clusters Score -1336248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Entering Unmasked Estep 
Score: -1001844.625000 Penalty: 1509.126343
	Iteration 0F: 2 clusters Score -1001845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -994255.000000 Penalty: 3018.252686
	Iteration 0F: 3 clusters Score -994255 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -996741.500000 Penalty: 3018.252686
	Iteration 1F: 3 clusters Score -996741.5 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -997019.062500 Penalty: 3018.252686
	Iteration 2F: 3 clusters Score -997019.1 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -997278.562500 Penalty: 3018.252686
	Iteration 3F: 3 clusters Score -997278.6 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -997565.375000 Penalty: 3018.252686
	Iteration 4F: 3 clusters Score -997565.4 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -997936.125000 Penalty: 3018.252686
	Iteration 5F: 3 clusters Score -997936.1 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -998423.437500 Penalty: 3018.252686
	Iteration 6F: 3 clusters Score -998423.4 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -998967.000000 Penalty: 3018.252686
	Iteration 7F: 3 clusters Score -998967 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -999544.062500 Penalty: 3018.252686
	Iteration 8F: 3 clusters Score -999544.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1000024.687500 Penalty: 3018.252686
	Iteration 9Q: 3 clusters Score -1000025 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1000302.500000 Penalty: 3018.252686
	Iteration 10Q: 3 clusters Score -1000302 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1000463.312500 Penalty: 3018.252686
	Iteration 11Q: 3 clusters Score -1000463 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1000544.062500 Penalty: 3018.252686
	Iteration 12Q: 3 clusters Score -1000544 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1000587.000000 Penalty: 3018.252686
	Iteration 13Q: 3 clusters Score -1000587 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1000605.625000 Penalty: 3018.252686
	Iteration 14Q: 3 clusters Score -1000606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1000620.625000 Penalty: 3018.252686
	Iteration 15Q: 3 clusters Score -1000621 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1000632.125000 Penalty: 3018.252686
	Iteration 16Q: 3 clusters Score -1000632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1000647.062500 Penalty: 3018.252686
	Iteration 17Q: 3 clusters Score -1000647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1000656.812500 Penalty: 3018.252686
	Iteration 18Q: 3 clusters Score -1000657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1000667.437500 Penalty: 3018.252686
	Iteration 19Q: 3 clusters Score -1000667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1000673.750000 Penalty: 3018.252686
	Iteration 20F: 3 clusters Score -1000674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1000677.312500 Penalty: 3018.252686
	Iteration 21Q: 3 clusters Score -1000677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1000679.750000 Penalty: 3018.252686
	Iteration 22Q: 3 clusters Score -1000680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1000679.625000 Penalty: 3018.252686
	Iteration 23Q: 3 clusters Score -1000680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1000679.625000 Penalty: 3018.252686
	Iteration 24F: 3 clusters Score -1000680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Entering Unmasked Estep 
Score: -94150.679688 Penalty: 1142.657959
	Iteration 0F: 2 clusters Score -94150.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -92644.390625 Penalty: 2285.315918
	Iteration 0F: 3 clusters Score -92644.39 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -92961.304688 Penalty: 2285.315918
	Iteration 1F: 3 clusters Score -92961.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -93106.046875 Penalty: 2285.315918
	Iteration 2F: 3 clusters Score -93106.05 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -93181.210938 Penalty: 2285.315918
	Iteration 3F: 3 clusters Score -93181.21 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -93259.867188 Penalty: 2285.315918
	Iteration 4Q: 3 clusters Score -93259.87 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -93352.781250 Penalty: 2285.315918
	Iteration 5Q: 3 clusters Score -93352.78 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -93419.250000 Penalty: 2285.315918
	Iteration 6Q: 3 clusters Score -93419.25 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -93473.554688 Penalty: 2285.315918
	Iteration 7Q: 3 clusters Score -93473.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -93523.851562 Penalty: 2285.315918
	Iteration 8Q: 3 clusters Score -93523.85 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -93584.578125 Penalty: 2285.315918
	Iteration 9Q: 3 clusters Score -93584.58 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -93686.625000 Penalty: 2285.315918
	Iteration 10Q: 3 clusters Score -93686.62 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -93869.367188 Penalty: 2285.315918
	Iteration 11Q: 3 clusters Score -93869.37 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -94131.937500 Penalty: 2285.315918
	Iteration 12Q: 3 clusters Score -94131.94 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -94400.335938 Penalty: 2285.315918
	Iteration 13Q: 3 clusters Score -94400.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -94524.195312 Penalty: 2285.315918
	Iteration 14Q: 3 clusters Score -94524.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -94579.187500 Penalty: 2285.315918
	Iteration 15Q: 3 clusters Score -94579.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -94612.976562 Penalty: 2285.315918
	Iteration 16Q: 3 clusters Score -94612.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -94615.585938 Penalty: 2285.315918
	Iteration 17Q: 3 clusters Score -94615.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -94620.312500 Penalty: 2285.315918
	Iteration 18Q: 3 clusters Score -94620.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -94624.007812 Penalty: 2285.315918
	Iteration 19Q: 3 clusters Score -94624.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -94629.304688 Penalty: 2285.315918
	Iteration 20F: 3 clusters Score -94629.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -94638.632812 Penalty: 2285.315918
	Iteration 21Q: 3 clusters Score -94638.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -94644.914062 Penalty: 2285.315918
	Iteration 22Q: 3 clusters Score -94644.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -94649.593750 Penalty: 2285.315918
	Iteration 23Q: 3 clusters Score -94649.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -94651.164062 Penalty: 2285.315918
	Iteration 24Q: 3 clusters Score -94651.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -94657.265625 Penalty: 2285.315918
	Iteration 25Q: 3 clusters Score -94657.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -94657.265625 Penalty: 2285.315918
	Iteration 26F: 3 clusters Score -94657.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 51456 members 
Mstep: Class 3 contains 41981 members 
Mstep: Class 4 contains 177529 members 
Mstep: Class 5 contains 7312 members 
Mstep: Class 6 contains 14954 members 
Mstep: Class 7 contains 10796 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 124518 members 
Mstep: Class 10 contains 33124 members 
Mstep: Class 11 contains 18391 members 
Mstep: Class 12 contains 41637 members 
Mstep: Class 13 contains 4381 members 
Mstep: Class 14 contains 1446 members 
Mstep: Class 15 contains 17619 members 
Mstep: Class 16 contains 21135 members 
Mstep: Class 17 contains 88121 members 
Mstep: Class 18 contains 60665 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 5739 members 
Mstep: Class 21 contains 1644 members 
Mstep: Class 22 contains 2397 members 
Mstep: Class 23 contains 61016 members 
Mstep: Class 24 contains 6384 members 
Mstep: Class 25 contains 12916 members 
Mstep: Class 26 contains 5712 members 
Mstep: Class 27 contains 1786 members 
Mstep: Class 28 contains 7296 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 69929 members 
Mstep: Class 31 contains 1654 members 
Mstep: Class 32 contains 14296 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1522 members 
Mstep: Class 35 contains 1043 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 7728 members 
Mstep: Class 39 contains 5558 members 
Mstep: Class 40 contains 4540 members 
Mstep: Class 41 contains 3431 members 
Mstep: Class 42 contains 441 members 
Entering Unmasked Estep 
Score: -84445120.000000 Penalty: 94000.359375
Splitting cluster 8 changes total score from -84445856.000000 to -84445120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (124518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124518 members 
Entering Unmasked Estep 
Score: -11805892.000000 Penalty: 1906.483398
	Iteration 0F: 2 clusters Score -1.180589e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62141 members 
Mstep: Class 2 contains 62377 members 
Entering Unmasked Estep 
Score: -11722412.000000 Penalty: 3812.966797
	Iteration 0F: 3 clusters Score -1.172241e+07 nChanged 59756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61481 members 
Mstep: Class 2 contains 63037 members 
Entering Unmasked Estep 
Score: -11757304.000000 Penalty: 3812.966797
	Iteration 1F: 3 clusters Score -1.17573e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61343 members 
Mstep: Class 2 contains 63175 members 
Entering Unmasked Estep 
Score: -11757911.000000 Penalty: 3812.966797
	Iteration 2Q: 3 clusters Score -1.175791e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61172 members 
Mstep: Class 2 contains 63346 members 
Entering Unmasked Estep 
Score: -11758806.000000 Penalty: 3812.966797
	Iteration 3Q: 3 clusters Score -1.175881e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60912 members 
Mstep: Class 2 contains 63606 members 
Entering Unmasked Estep 
Score: -11759873.000000 Penalty: 3812.966797
	Iteration 4Q: 3 clusters Score -1.175987e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60490 members 
Mstep: Class 2 contains 64028 members 
Entering Unmasked Estep 
Score: -11761441.000000 Penalty: 3812.966797
	Iteration 5Q: 3 clusters Score -1.176144e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59871 members 
Mstep: Class 2 contains 64647 members 
Entering Unmasked Estep 
Score: -11763428.000000 Penalty: 3812.966797
	Iteration 6Q: 3 clusters Score -1.176343e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58938 members 
Mstep: Class 2 contains 65580 members 
Entering Unmasked Estep 
Score: -11765655.000000 Penalty: 3812.966797
	Iteration 7Q: 3 clusters Score -1.176566e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57563 members 
Mstep: Class 2 contains 66955 members 
Entering Unmasked Estep 
Score: -11768315.000000 Penalty: 3812.966797
	Iteration 8Q: 3 clusters Score -1.176832e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55702 members 
Mstep: Class 2 contains 68816 members 
Entering Unmasked Estep 
Score: -11771339.000000 Penalty: 3812.966797
	Iteration 9Q: 3 clusters Score -1.177134e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53315 members 
Mstep: Class 2 contains 71203 members 
Entering Unmasked Estep 
Score: -11774892.000000 Penalty: 3812.966797
	Iteration 10Q: 3 clusters Score -1.177489e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50793 members 
Mstep: Class 2 contains 73725 members 
Entering Unmasked Estep 
Score: -11778853.000000 Penalty: 3812.966797
	Iteration 11Q: 3 clusters Score -1.177885e+07 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48533 members 
Mstep: Class 2 contains 75985 members 
Entering Unmasked Estep 
Score: -11782348.000000 Penalty: 3812.966797
	Iteration 12Q: 3 clusters Score -1.178235e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 77775 members 
Entering Unmasked Estep 
Score: -11784726.000000 Penalty: 3812.966797
	Iteration 13Q: 3 clusters Score -1.178473e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 79055 members 
Entering Unmasked Estep 
Score: -11786079.000000 Penalty: 3812.966797
	Iteration 14Q: 3 clusters Score -1.178608e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 80173 members 
Entering Unmasked Estep 
Score: -11786924.000000 Penalty: 3812.966797
	Iteration 15Q: 3 clusters Score -1.178692e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 81107 members 
Entering Unmasked Estep 
Score: -11787429.000000 Penalty: 3812.966797
	Iteration 16Q: 3 clusters Score -1.178743e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 81832 members 
Entering Unmasked Estep 
Score: -11787829.000000 Penalty: 3812.966797
	Iteration 17Q: 3 clusters Score -1.178783e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 82464 members 
Entering Unmasked Estep 
Score: -11788181.000000 Penalty: 3812.966797
	Iteration 18Q: 3 clusters Score -1.178818e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 83035 members 
Entering Unmasked Estep 
Score: -11788517.000000 Penalty: 3812.966797
	Iteration 19Q: 3 clusters Score -1.178852e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 83526 members 
Entering Unmasked Estep 
Score: -11788707.000000 Penalty: 3812.966797
	Iteration 20F: 3 clusters Score -1.178871e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 83989 members 
Entering Unmasked Estep 
Score: -11788900.000000 Penalty: 3812.966797
	Iteration 21Q: 3 clusters Score -1.17889e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 84333 members 
Entering Unmasked Estep 
Score: -11789100.000000 Penalty: 3812.966797
	Iteration 22Q: 3 clusters Score -1.17891e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 84521 members 
Entering Unmasked Estep 
Score: -11789295.000000 Penalty: 3812.966797
	Iteration 23Q: 3 clusters Score -1.17893e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 84629 members 
Entering Unmasked Estep 
Score: -11789452.000000 Penalty: 3812.966797
	Iteration 24Q: 3 clusters Score -1.178945e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 84729 members 
Entering Unmasked Estep 
Score: -11789670.000000 Penalty: 3812.966797
	Iteration 25Q: 3 clusters Score -1.178967e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 84770 members 
Entering Unmasked Estep 
Score: -11789762.000000 Penalty: 3812.966797
	Iteration 26Q: 3 clusters Score -1.178976e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 84784 members 
Entering Unmasked Estep 
Score: -11789899.000000 Penalty: 3812.966797
	Iteration 27Q: 3 clusters Score -1.17899e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 84734 members 
Entering Unmasked Estep 
Score: -11789936.000000 Penalty: 3812.966797
	Iteration 28Q: 3 clusters Score -1.178994e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 84731 members 
Entering Unmasked Estep 
Score: -11790047.000000 Penalty: 3812.966797
	Iteration 29Q: 3 clusters Score -1.179005e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 84728 members 
Entering Unmasked Estep 
Score: -11790164.000000 Penalty: 3812.966797
	Iteration 30Q: 3 clusters Score -1.179016e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 84726 members 
Entering Unmasked Estep 
Score: -11790177.000000 Penalty: 3812.966797
	Iteration 31Q: 3 clusters Score -1.179018e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 84725 members 
Entering Unmasked Estep 
Score: -11790199.000000 Penalty: 3812.966797
	Iteration 32Q: 3 clusters Score -1.17902e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 84692 members 
Entering Unmasked Estep 
Score: -11790206.000000 Penalty: 3812.966797
	Iteration 33Q: 3 clusters Score -1.179021e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 84683 members 
Entering Unmasked Estep 
Score: -11790271.000000 Penalty: 3812.966797
	Iteration 34Q: 3 clusters Score -1.179027e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 84686 members 
Entering Unmasked Estep 
Score: -11790277.000000 Penalty: 3812.966797
	Iteration 35Q: 3 clusters Score -1.179028e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 84670 members 
Entering Unmasked Estep 
Score: -11790292.000000 Penalty: 3812.966797
	Iteration 36Q: 3 clusters Score -1.179029e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 84665 members 
Entering Unmasked Estep 
Score: -11790323.000000 Penalty: 3812.966797
	Iteration 37Q: 3 clusters Score -1.179032e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 84640 members 
Entering Unmasked Estep 
Score: -11790336.000000 Penalty: 3812.966797
	Iteration 38Q: 3 clusters Score -1.179034e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 84605 members 
Entering Unmasked Estep 
Score: -11790357.000000 Penalty: 3812.966797
	Iteration 39Q: 3 clusters Score -1.179036e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 84586 members 
Entering Unmasked Estep 
Score: -11790368.000000 Penalty: 3812.966797
	Iteration 40F: 3 clusters Score -1.179037e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 84582 members 
Entering Unmasked Estep 
Score: -11790419.000000 Penalty: 3812.966797
	Iteration 41Q: 3 clusters Score -1.179042e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 84582 members 
Entering Unmasked Estep 
Score: -11790417.000000 Penalty: 3812.966797
	Iteration 42Q: 3 clusters Score -1.179042e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 84597 members 
Entering Unmasked Estep 
Score: -11790434.000000 Penalty: 3812.966797
	Iteration 43Q: 3 clusters Score -1.179043e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 84606 members 
Entering Unmasked Estep 
Score: -11790434.000000 Penalty: 3812.966797
	Iteration 44Q: 3 clusters Score -1.179043e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 84653 members 
Entering Unmasked Estep 
Score: -11790453.000000 Penalty: 3812.966797
	Iteration 45Q: 3 clusters Score -1.179045e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 84708 members 
Entering Unmasked Estep 
Score: -11790466.000000 Penalty: 3812.966797
	Iteration 46Q: 3 clusters Score -1.179047e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 84756 members 
Entering Unmasked Estep 
Score: -11790449.000000 Penalty: 3812.966797
	Iteration 47Q: 3 clusters Score -1.179045e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 84813 members 
Entering Unmasked Estep 
Score: -11790486.000000 Penalty: 3812.966797
	Iteration 48Q: 3 clusters Score -1.179049e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 84880 members 
Entering Unmasked Estep 
Score: -11790488.000000 Penalty: 3812.966797
	Iteration 49Q: 3 clusters Score -1.179049e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 84971 members 
Entering Unmasked Estep 
Score: -11790525.000000 Penalty: 3812.966797
	Iteration 50Q: 3 clusters Score -1.179052e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 85072 members 
Entering Unmasked Estep 
Score: -11790550.000000 Penalty: 3812.966797
	Iteration 51Q: 3 clusters Score -1.179055e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 85193 members 
Entering Unmasked Estep 
Score: -11790572.000000 Penalty: 3812.966797
	Iteration 52Q: 3 clusters Score -1.179057e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 85329 members 
Entering Unmasked Estep 
Score: -11790572.000000 Penalty: 3812.966797
	Iteration 53Q: 3 clusters Score -1.179057e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 85495 members 
Entering Unmasked Estep 
Score: -11790558.000000 Penalty: 3812.966797
	Iteration 54Q: 3 clusters Score -1.179056e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 85682 members 
Entering Unmasked Estep 
Score: -11790600.000000 Penalty: 3812.966797
	Iteration 55Q: 3 clusters Score -1.17906e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 85882 members 
Entering Unmasked Estep 
Score: -11790624.000000 Penalty: 3812.966797
	Iteration 56Q: 3 clusters Score -1.179062e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 86109 members 
Entering Unmasked Estep 
Score: -11790633.000000 Penalty: 3812.966797
	Iteration 57Q: 3 clusters Score -1.179063e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 86364 members 
Entering Unmasked Estep 
Score: -11790633.000000 Penalty: 3812.966797
	Iteration 58Q: 3 clusters Score -1.179063e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 86641 members 
Entering Unmasked Estep 
Score: -11790669.000000 Penalty: 3812.966797
	Iteration 59Q: 3 clusters Score -1.179067e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 86958 members 
Entering Unmasked Estep 
Score: -11790703.000000 Penalty: 3812.966797
	Iteration 60F: 3 clusters Score -1.17907e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 87311 members 
Entering Unmasked Estep 
Score: -11790709.000000 Penalty: 3812.966797
	Iteration 61Q: 3 clusters Score -1.179071e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 87691 members 
Entering Unmasked Estep 
Score: -11790727.000000 Penalty: 3812.966797
	Iteration 62Q: 3 clusters Score -1.179073e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 88069 members 
Entering Unmasked Estep 
Score: -11790766.000000 Penalty: 3812.966797
	Iteration 63Q: 3 clusters Score -1.179077e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 88492 members 
Entering Unmasked Estep 
Score: -11790843.000000 Penalty: 3812.966797
	Iteration 64Q: 3 clusters Score -1.179084e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 88989 members 
Entering Unmasked Estep 
Score: -11790899.000000 Penalty: 3812.966797
	Iteration 65Q: 3 clusters Score -1.17909e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 89527 members 
Entering Unmasked Estep 
Score: -11790956.000000 Penalty: 3812.966797
	Iteration 66Q: 3 clusters Score -1.179096e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 90150 members 
Entering Unmasked Estep 
Score: -11790998.000000 Penalty: 3812.966797
	Iteration 67Q: 3 clusters Score -1.1791e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 90844 members 
Entering Unmasked Estep 
Score: -11791027.000000 Penalty: 3812.966797
	Iteration 68Q: 3 clusters Score -1.179103e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 91608 members 
Entering Unmasked Estep 
Score: -11791095.000000 Penalty: 3812.966797
	Iteration 69Q: 3 clusters Score -1.17911e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 92445 members 
Entering Unmasked Estep 
Score: -11791277.000000 Penalty: 3812.966797
	Iteration 70Q: 3 clusters Score -1.179128e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 93399 members 
Entering Unmasked Estep 
Score: -11791390.000000 Penalty: 3812.966797
	Iteration 71Q: 3 clusters Score -1.179139e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 94444 members 
Entering Unmasked Estep 
Score: -11791506.000000 Penalty: 3812.966797
	Iteration 72Q: 3 clusters Score -1.179151e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 95561 members 
Entering Unmasked Estep 
Score: -11791627.000000 Penalty: 3812.966797
	Iteration 73Q: 3 clusters Score -1.179163e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 96799 members 
Entering Unmasked Estep 
Score: -11791915.000000 Penalty: 3812.966797
	Iteration 74Q: 3 clusters Score -1.179192e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 98210 members 
Entering Unmasked Estep 
Score: -11792207.000000 Penalty: 3812.966797
	Iteration 75Q: 3 clusters Score -1.179221e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 99720 members 
Entering Unmasked Estep 
Score: -11792621.000000 Penalty: 3812.966797
	Iteration 76Q: 3 clusters Score -1.179262e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 101335 members 
Entering Unmasked Estep 
Score: -11792930.000000 Penalty: 3812.966797
	Iteration 77Q: 3 clusters Score -1.179293e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 103079 members 
Entering Unmasked Estep 
Score: -11793583.000000 Penalty: 3812.966797
	Iteration 78Q: 3 clusters Score -1.179358e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 104966 members 
Entering Unmasked Estep 
Score: -11794200.000000 Penalty: 3812.966797
	Iteration 79Q: 3 clusters Score -1.17942e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 107037 members 
Entering Unmasked Estep 
Score: -11794958.000000 Penalty: 3812.966797
	Iteration 80F: 3 clusters Score -1.179496e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 109228 members 
Entering Unmasked Estep 
Score: -11795842.000000 Penalty: 3812.966797
	Iteration 81Q: 3 clusters Score -1.179584e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 111470 members 
Entering Unmasked Estep 
Score: -11796823.000000 Penalty: 3812.966797
	Iteration 82Q: 3 clusters Score -1.179682e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 113697 members 
Entering Unmasked Estep 
Score: -11798008.000000 Penalty: 3812.966797
	Iteration 83Q: 3 clusters Score -1.179801e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 115888 members 
Entering Unmasked Estep 
Score: -11799200.000000 Penalty: 3812.966797
	Iteration 84Q: 3 clusters Score -1.17992e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 117915 members 
Entering Unmasked Estep 
Score: -11800383.000000 Penalty: 3812.966797
	Iteration 85Q: 3 clusters Score -1.180038e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 119580 members 
Entering Unmasked Estep 
Score: -11801377.000000 Penalty: 3812.966797
	Iteration 86Q: 3 clusters Score -1.180138e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 120953 members 
Entering Unmasked Estep 
Score: -11802205.000000 Penalty: 3812.966797
	Iteration 87Q: 3 clusters Score -1.18022e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 121944 members 
Entering Unmasked Estep 
Score: -11802801.000000 Penalty: 3812.966797
	Iteration 88Q: 3 clusters Score -1.18028e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 122656 members 
Entering Unmasked Estep 
Score: -11803258.000000 Penalty: 3812.966797
	Iteration 89Q: 3 clusters Score -1.180326e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 123135 members 
Entering Unmasked Estep 
Score: -11803572.000000 Penalty: 3812.966797
	Iteration 90Q: 3 clusters Score -1.180357e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 123443 members 
Entering Unmasked Estep 
Score: -11803782.000000 Penalty: 3812.966797
	Iteration 91Q: 3 clusters Score -1.180378e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 123636 members 
Entering Unmasked Estep 
Score: -11803885.000000 Penalty: 3812.966797
	Iteration 92Q: 3 clusters Score -1.180388e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 123757 members 
Entering Unmasked Estep 
Score: -11803974.000000 Penalty: 3812.966797
	Iteration 93Q: 3 clusters Score -1.180397e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 123840 members 
Entering Unmasked Estep 
Score: -11804055.000000 Penalty: 3812.966797
	Iteration 94Q: 3 clusters Score -1.180406e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 123907 members 
Entering Unmasked Estep 
Score: -11804101.000000 Penalty: 3812.966797
	Iteration 95Q: 3 clusters Score -1.18041e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 123948 members 
Entering Unmasked Estep 
Score: -11804112.000000 Penalty: 3812.966797
	Iteration 96Q: 3 clusters Score -1.180411e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 123984 members 
Entering Unmasked Estep 
Score: -11804126.000000 Penalty: 3812.966797
	Iteration 97Q: 3 clusters Score -1.180413e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 124013 members 
Entering Unmasked Estep 
Score: -11804141.000000 Penalty: 3812.966797
	Iteration 98Q: 3 clusters Score -1.180414e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 124032 members 
Entering Unmasked Estep 
Score: -11804148.000000 Penalty: 3812.966797
	Iteration 99Q: 3 clusters Score -1.180415e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 124044 members 
Entering Unmasked Estep 
Score: -11804157.000000 Penalty: 3812.966797
	Iteration 100F: 3 clusters Score -1.180416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 124051 members 
Entering Unmasked Estep 
Score: -11804148.000000 Penalty: 3812.966797
	Iteration 101Q: 3 clusters Score -1.180415e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 124059 members 
Entering Unmasked Estep 
Score: -11804164.000000 Penalty: 3812.966797
	Iteration 102Q: 3 clusters Score -1.180416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 124069 members 
Entering Unmasked Estep 
Score: -11804177.000000 Penalty: 3812.966797
	Iteration 103Q: 3 clusters Score -1.180418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 124078 members 
Entering Unmasked Estep 
Score: -11804181.000000 Penalty: 3812.966797
	Iteration 104Q: 3 clusters Score -1.180418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 124081 members 
Entering Unmasked Estep 
Score: -11804182.000000 Penalty: 3812.966797
	Iteration 105Q: 3 clusters Score -1.180418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 124088 members 
Entering Unmasked Estep 
Score: -11804186.000000 Penalty: 3812.966797
	Iteration 106Q: 3 clusters Score -1.180419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 124091 members 
Entering Unmasked Estep 
Score: -11804192.000000 Penalty: 3812.966797
	Iteration 107Q: 3 clusters Score -1.180419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 124092 members 
Entering Unmasked Estep 
Score: -11804200.000000 Penalty: 3812.966797
	Iteration 108Q: 3 clusters Score -1.18042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 124095 members 
Entering Unmasked Estep 
Score: -11804203.000000 Penalty: 3812.966797
	Iteration 109Q: 3 clusters Score -1.18042e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 124095 members 
Entering Unmasked Estep 
Score: -11804203.000000 Penalty: 3812.966797
	Iteration 110F: 3 clusters Score -1.18042e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Entering Unmasked Estep 
Score: -3078713.500000 Penalty: 1691.302124
	Iteration 0F: 2 clusters Score -3078714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -3056545.500000 Penalty: 3382.604248
	Iteration 0F: 3 clusters Score -3056546 nChanged 15266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -3065140.000000 Penalty: 3382.604248
	Iteration 1F: 3 clusters Score -3065140 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -3065980.250000 Penalty: 3382.604248
	Iteration 2F: 3 clusters Score -3065980 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -3067086.500000 Penalty: 3382.604248
	Iteration 3F: 3 clusters Score -3067086 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -3068488.500000 Penalty: 3382.604248
	Iteration 4F: 3 clusters Score -3068488 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -3069951.000000 Penalty: 3382.604248
	Iteration 5F: 3 clusters Score -3069951 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -3071364.250000 Penalty: 3382.604248
	Iteration 6F: 3 clusters Score -3071364 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -3072670.750000 Penalty: 3382.604248
	Iteration 7F: 3 clusters Score -3072671 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -3073723.750000 Penalty: 3382.604248
	Iteration 8F: 3 clusters Score -3073724 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -3074384.750000 Penalty: 3382.604248
	Iteration 9Q: 3 clusters Score -3074385 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -3074767.000000 Penalty: 3382.604248
	Iteration 10Q: 3 clusters Score -3074767 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -3075019.750000 Penalty: 3382.604248
	Iteration 11Q: 3 clusters Score -3075020 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -3075229.750000 Penalty: 3382.604248
	Iteration 12Q: 3 clusters Score -3075230 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -3075469.500000 Penalty: 3382.604248
	Iteration 13Q: 3 clusters Score -3075470 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -3075758.250000 Penalty: 3382.604248
	Iteration 14Q: 3 clusters Score -3075758 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -3076115.000000 Penalty: 3382.604248
	Iteration 15Q: 3 clusters Score -3076115 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -3076457.000000 Penalty: 3382.604248
	Iteration 16Q: 3 clusters Score -3076457 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -3076783.000000 Penalty: 3382.604248
	Iteration 17Q: 3 clusters Score -3076783 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -3077039.750000 Penalty: 3382.604248
	Iteration 18Q: 3 clusters Score -3077040 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -3077258.500000 Penalty: 3382.604248
	Iteration 19Q: 3 clusters Score -3077258 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -3077433.250000 Penalty: 3382.604248
	Iteration 20F: 3 clusters Score -3077433 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -3077572.500000 Penalty: 3382.604248
	Iteration 21Q: 3 clusters Score -3077572 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -3077684.250000 Penalty: 3382.604248
	Iteration 22Q: 3 clusters Score -3077684 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -3077754.500000 Penalty: 3382.604248
	Iteration 23Q: 3 clusters Score -3077754 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -3077809.000000 Penalty: 3382.604248
	Iteration 24Q: 3 clusters Score -3077809 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -3077871.750000 Penalty: 3382.604248
	Iteration 25Q: 3 clusters Score -3077872 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -3077926.000000 Penalty: 3382.604248
	Iteration 26Q: 3 clusters Score -3077926 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -3077959.250000 Penalty: 3382.604248
	Iteration 27Q: 3 clusters Score -3077959 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -3077993.000000 Penalty: 3382.604248
	Iteration 28Q: 3 clusters Score -3077993 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -3078020.500000 Penalty: 3382.604248
	Iteration 29Q: 3 clusters Score -3078020 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -3078052.750000 Penalty: 3382.604248
	Iteration 30Q: 3 clusters Score -3078053 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -3078074.500000 Penalty: 3382.604248
	Iteration 31Q: 3 clusters Score -3078074 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -3078100.500000 Penalty: 3382.604248
	Iteration 32Q: 3 clusters Score -3078100 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -3078121.750000 Penalty: 3382.604248
	Iteration 33Q: 3 clusters Score -3078122 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -3078132.000000 Penalty: 3382.604248
	Iteration 34Q: 3 clusters Score -3078132 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -3078140.250000 Penalty: 3382.604248
	Iteration 35Q: 3 clusters Score -3078140 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -3078163.500000 Penalty: 3382.604248
	Iteration 36Q: 3 clusters Score -3078164 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -3078176.750000 Penalty: 3382.604248
	Iteration 37Q: 3 clusters Score -3078177 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -3078204.000000 Penalty: 3382.604248
	Iteration 38Q: 3 clusters Score -3078204 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -3078215.750000 Penalty: 3382.604248
	Iteration 39Q: 3 clusters Score -3078216 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -3078238.000000 Penalty: 3382.604248
	Iteration 40F: 3 clusters Score -3078238 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -3078261.250000 Penalty: 3382.604248
	Iteration 41Q: 3 clusters Score -3078261 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -3078290.250000 Penalty: 3382.604248
	Iteration 42Q: 3 clusters Score -3078290 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -3078309.500000 Penalty: 3382.604248
	Iteration 43Q: 3 clusters Score -3078310 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -3078314.500000 Penalty: 3382.604248
	Iteration 44Q: 3 clusters Score -3078314 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -3078333.500000 Penalty: 3382.604248
	Iteration 45Q: 3 clusters Score -3078334 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -3078341.500000 Penalty: 3382.604248
	Iteration 46Q: 3 clusters Score -3078342 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -3078351.500000 Penalty: 3382.604248
	Iteration 47Q: 3 clusters Score -3078352 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -3078369.000000 Penalty: 3382.604248
	Iteration 48Q: 3 clusters Score -3078369 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -3078376.500000 Penalty: 3382.604248
	Iteration 49Q: 3 clusters Score -3078376 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -3078379.250000 Penalty: 3382.604248
	Iteration 50Q: 3 clusters Score -3078379 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -3078388.750000 Penalty: 3382.604248
	Iteration 51Q: 3 clusters Score -3078389 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -3078397.250000 Penalty: 3382.604248
	Iteration 52Q: 3 clusters Score -3078397 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -3078398.750000 Penalty: 3382.604248
	Iteration 53Q: 3 clusters Score -3078399 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -3078401.500000 Penalty: 3382.604248
	Iteration 54Q: 3 clusters Score -3078402 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -3078412.250000 Penalty: 3382.604248
	Iteration 55Q: 3 clusters Score -3078412 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -3078417.000000 Penalty: 3382.604248
	Iteration 56Q: 3 clusters Score -3078417 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -3078419.500000 Penalty: 3382.604248
	Iteration 57Q: 3 clusters Score -3078420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -3078416.500000 Penalty: 3382.604248
	Iteration 58Q: 3 clusters Score -3078416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -3078422.250000 Penalty: 3382.604248
	Iteration 59Q: 3 clusters Score -3078422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -3078430.000000 Penalty: 3382.604248
	Iteration 60F: 3 clusters Score -3078430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -3078431.000000 Penalty: 3382.604248
	Iteration 61Q: 3 clusters Score -3078431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -3078431.500000 Penalty: 3382.604248
	Iteration 62Q: 3 clusters Score -3078432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -3078436.500000 Penalty: 3382.604248
	Iteration 63Q: 3 clusters Score -3078436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -3078435.250000 Penalty: 3382.604248
	Iteration 64Q: 3 clusters Score -3078435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -3078433.750000 Penalty: 3382.604248
	Iteration 65Q: 3 clusters Score -3078434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -3078434.250000 Penalty: 3382.604248
	Iteration 66Q: 3 clusters Score -3078434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -3078431.000000 Penalty: 3382.604248
	Iteration 67Q: 3 clusters Score -3078431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -3078432.750000 Penalty: 3382.604248
	Iteration 68Q: 3 clusters Score -3078433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -3078433.000000 Penalty: 3382.604248
	Iteration 69Q: 3 clusters Score -3078433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -3078434.000000 Penalty: 3382.604248
	Iteration 70Q: 3 clusters Score -3078434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -3078434.000000 Penalty: 3382.604248
	Iteration 71F: 3 clusters Score -3078434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -1495319.625000 Penalty: 1595.687622
	Iteration 0F: 2 clusters Score -1495320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1482723.750000 Penalty: 3191.375244
	Iteration 0F: 3 clusters Score -1482724 nChanged 8350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1487944.250000 Penalty: 3191.375244
	Iteration 1F: 3 clusters Score -1487944 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1489054.125000 Penalty: 3191.375244
	Iteration 2F: 3 clusters Score -1489054 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1490269.625000 Penalty: 3191.375244
	Iteration 3F: 3 clusters Score -1490270 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1491354.750000 Penalty: 3191.375244
	Iteration 4F: 3 clusters Score -1491355 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1492244.250000 Penalty: 3191.375244
	Iteration 5F: 3 clusters Score -1492244 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1492808.625000 Penalty: 3191.375244
	Iteration 6F: 3 clusters Score -1492809 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1493141.625000 Penalty: 3191.375244
	Iteration 7Q: 3 clusters Score -1493142 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1493339.375000 Penalty: 3191.375244
	Iteration 8Q: 3 clusters Score -1493339 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1493455.875000 Penalty: 3191.375244
	Iteration 9Q: 3 clusters Score -1493456 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1493532.125000 Penalty: 3191.375244
	Iteration 10Q: 3 clusters Score -1493532 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1493569.875000 Penalty: 3191.375244
	Iteration 11Q: 3 clusters Score -1493570 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1493601.000000 Penalty: 3191.375244
	Iteration 12Q: 3 clusters Score -1493601 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1493610.625000 Penalty: 3191.375244
	Iteration 13Q: 3 clusters Score -1493611 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1493628.500000 Penalty: 3191.375244
	Iteration 14Q: 3 clusters Score -1493628 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1493632.500000 Penalty: 3191.375244
	Iteration 15Q: 3 clusters Score -1493632 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1493651 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1493646 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1493650 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1493656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1493665 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1493660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1493661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1493664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1493663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1493662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1493660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1493663 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1493666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1493661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1493664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1493663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1493668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1493669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1493670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1493670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1493669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1493670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1493670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1493671.875000 Penalty: 3191.375244
	Iteration 39Q: 3 clusters Score -1493672 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1493674.500000 Penalty: 3191.375244
	Iteration 40F: 3 clusters Score -1493674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1493673 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1493680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1493680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1493684 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1493685 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1493685 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1493690 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1493693 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1493695 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1493694 nChanged 31
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Mstep: Class 1 contains 9510 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1493699 nChanged 32
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1493709 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1493710 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1493718 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1493721 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1493726.625000 Penalty: 3191.375244
	Iteration 56Q: 3 clusters Score -1493727 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1493726 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
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Entering Unmasked Estep 
Score: -1493741.750000 Penalty: 3191.375244
	Iteration 58Q: 3 clusters Score -1493742 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1493752 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1493765 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1493782 nChanged 104
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 8230 members 
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	Iteration 62Q: 3 clusters Score -1493796 nChanged 99
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Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1493823 nChanged 125
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Mstep: Class 1 contains 10381 members 
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	Iteration 64Q: 3 clusters Score -1493850 nChanged 128
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Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1493887 nChanged 131
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Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1493931 nChanged 142
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Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 7639 members 
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	Iteration 67Q: 3 clusters Score -1493963 nChanged 136
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Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 7505 members 
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	Iteration 68Q: 3 clusters Score -1493999 nChanged 158
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Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 7357 members 
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	Iteration 69Q: 3 clusters Score -1494039 nChanged 150
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Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1494071 nChanged 180
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Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 7039 members 
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	Iteration 71Q: 3 clusters Score -1494117 nChanged 184
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Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1494167 nChanged 179
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Mstep: Class 1 contains 11711 members 
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	Iteration 73Q: 3 clusters Score -1494213 nChanged 170
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Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 6514 members 
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	Iteration 74Q: 3 clusters Score -1494249 nChanged 178
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Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 6340 members 
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	Iteration 75Q: 3 clusters Score -1494291 nChanged 152
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Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1494317 nChanged 142
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Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 6050 members 
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	Iteration 77Q: 3 clusters Score -1494352 nChanged 139
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Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 5915 members 
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	Iteration 78Q: 3 clusters Score -1494379 nChanged 124
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Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1494396.000000 Penalty: 3191.375244
	Iteration 79Q: 3 clusters Score -1494396 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1494421 nChanged 124
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Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1494450 nChanged 125
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Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 5422 members 
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	Iteration 82Q: 3 clusters Score -1494466 nChanged 122
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Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 5300 members 
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	Iteration 83Q: 3 clusters Score -1494488 nChanged 120
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1494502 nChanged 105
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Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1494524 nChanged 104
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Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 4971 members 
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	Iteration 86Q: 3 clusters Score -1494541 nChanged 94
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Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1494563 nChanged 102
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Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 4775 members 
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	Iteration 88Q: 3 clusters Score -1494588 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1494604 nChanged 96
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1494617 nChanged 70
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Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1494629 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
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Entering Unmasked Estep 
Score: -1494642.250000 Penalty: 3191.375244
	Iteration 92Q: 3 clusters Score -1494642 nChanged 67
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Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1494651 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1494665 nChanged 53
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Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1494671 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1494680 nChanged 58
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Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1494686 nChanged 46
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Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1494692.000000 Penalty: 3191.375244
	Iteration 98Q: 3 clusters Score -1494692 nChanged 40
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Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1494701 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1494708.500000 Penalty: 3191.375244
	Iteration 100F: 3 clusters Score -1494708 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1494714.000000 Penalty: 3191.375244
	Iteration 101Q: 3 clusters Score -1494714 nChanged 42
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Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1494718.250000 Penalty: 3191.375244
	Iteration 102Q: 3 clusters Score -1494718 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1494723.500000 Penalty: 3191.375244
	Iteration 103Q: 3 clusters Score -1494724 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1494730 nChanged 43
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Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1494733.750000 Penalty: 3191.375244
	Iteration 105Q: 3 clusters Score -1494734 nChanged 42
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Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1494742.000000 Penalty: 3191.375244
	Iteration 106Q: 3 clusters Score -1494742 nChanged 40
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Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1494745 nChanged 34
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Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1494757 nChanged 26
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Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1494757 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1494759.125000 Penalty: 3191.375244
	Iteration 110Q: 3 clusters Score -1494759 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1494761.875000 Penalty: 3191.375244
	Iteration 111Q: 3 clusters Score -1494762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1494763.250000 Penalty: 3191.375244
	Iteration 112Q: 3 clusters Score -1494763 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1494771.125000 Penalty: 3191.375244
	Iteration 113Q: 3 clusters Score -1494771 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1494776.250000 Penalty: 3191.375244
	Iteration 114Q: 3 clusters Score -1494776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1494777.000000 Penalty: 3191.375244
	Iteration 115Q: 3 clusters Score -1494777 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1494781.000000 Penalty: 3191.375244
	Iteration 116Q: 3 clusters Score -1494781 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1494777.875000 Penalty: 3191.375244
	Iteration 117Q: 3 clusters Score -1494778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1494783.375000 Penalty: 3191.375244
	Iteration 118Q: 3 clusters Score -1494783 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1494785.125000 Penalty: 3191.375244
	Iteration 119Q: 3 clusters Score -1494785 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1494791.250000 Penalty: 3191.375244
	Iteration 120F: 3 clusters Score -1494791 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1494794.750000 Penalty: 3191.375244
	Iteration 121Q: 3 clusters Score -1494795 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1494800.500000 Penalty: 3191.375244
	Iteration 122Q: 3 clusters Score -1494800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1494801.250000 Penalty: 3191.375244
	Iteration 123Q: 3 clusters Score -1494801 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1494800.375000 Penalty: 3191.375244
	Iteration 124Q: 3 clusters Score -1494800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1494808.250000 Penalty: 3191.375244
	Iteration 125Q: 3 clusters Score -1494808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1494811.000000 Penalty: 3191.375244
	Iteration 126Q: 3 clusters Score -1494811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1494814.000000 Penalty: 3191.375244
	Iteration 127Q: 3 clusters Score -1494814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1494817.125000 Penalty: 3191.375244
	Iteration 128Q: 3 clusters Score -1494817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1494819.375000 Penalty: 3191.375244
	Iteration 129Q: 3 clusters Score -1494819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1494825.500000 Penalty: 3191.375244
	Iteration 130Q: 3 clusters Score -1494826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1494830.875000 Penalty: 3191.375244
	Iteration 131Q: 3 clusters Score -1494831 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1494838.250000 Penalty: 3191.375244
	Iteration 132Q: 3 clusters Score -1494838 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1494838.750000 Penalty: 3191.375244
	Iteration 133Q: 3 clusters Score -1494839 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1494849.000000 Penalty: 3191.375244
	Iteration 134Q: 3 clusters Score -1494849 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1494854.125000 Penalty: 3191.375244
	Iteration 135Q: 3 clusters Score -1494854 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1494859.250000 Penalty: 3191.375244
	Iteration 136Q: 3 clusters Score -1494859 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1494863.250000 Penalty: 3191.375244
	Iteration 137Q: 3 clusters Score -1494863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1494870.500000 Penalty: 3191.375244
	Iteration 138Q: 3 clusters Score -1494870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1494876.500000 Penalty: 3191.375244
	Iteration 139Q: 3 clusters Score -1494876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1494879.750000 Penalty: 3191.375244
	Iteration 140F: 3 clusters Score -1494880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1494881.250000 Penalty: 3191.375244
	Iteration 141Q: 3 clusters Score -1494881 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1494886.750000 Penalty: 3191.375244
	Iteration 142Q: 3 clusters Score -1494887 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1494890.625000 Penalty: 3191.375244
	Iteration 143Q: 3 clusters Score -1494891 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1494897.625000 Penalty: 3191.375244
	Iteration 144Q: 3 clusters Score -1494898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1494896.750000 Penalty: 3191.375244
	Iteration 145Q: 3 clusters Score -1494897 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1494898.625000 Penalty: 3191.375244
	Iteration 146Q: 3 clusters Score -1494899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1494904.250000 Penalty: 3191.375244
	Iteration 147Q: 3 clusters Score -1494904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1494907.000000 Penalty: 3191.375244
	Iteration 148Q: 3 clusters Score -1494907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1494905.125000 Penalty: 3191.375244
	Iteration 149Q: 3 clusters Score -1494905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1494907.000000 Penalty: 3191.375244
	Iteration 150Q: 3 clusters Score -1494907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1494906.125000 Penalty: 3191.375244
	Iteration 151Q: 3 clusters Score -1494906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1494905.875000 Penalty: 3191.375244
	Iteration 152Q: 3 clusters Score -1494906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1494904.750000 Penalty: 3191.375244
	Iteration 153Q: 3 clusters Score -1494905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1494905.500000 Penalty: 3191.375244
	Iteration 154Q: 3 clusters Score -1494906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1494904.625000 Penalty: 3191.375244
	Iteration 155Q: 3 clusters Score -1494905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1494904.625000 Penalty: 3191.375244
	Iteration 156F: 3 clusters Score -1494905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (41637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Entering Unmasked Estep 
Score: -3863345.000000 Penalty: 1728.470947
	Iteration 0F: 2 clusters Score -3863345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -3835282.500000 Penalty: 3456.941895
	Iteration 0F: 3 clusters Score -3835282 nChanged 19471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -3846038.250000 Penalty: 3456.941895
	Iteration 1F: 3 clusters Score -3846038 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -3846390.000000 Penalty: 3456.941895
	Iteration 2Q: 3 clusters Score -3846390 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -3846742.250000 Penalty: 3456.941895
	Iteration 3Q: 3 clusters Score -3846742 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -3847122.250000 Penalty: 3456.941895
	Iteration 4Q: 3 clusters Score -3847122 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -3847669.250000 Penalty: 3456.941895
	Iteration 5Q: 3 clusters Score -3847669 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -3848535.500000 Penalty: 3456.941895
	Iteration 6Q: 3 clusters Score -3848536 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -3849938.750000 Penalty: 3456.941895
	Iteration 7F: 3 clusters Score -3849939 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -3852210.250000 Penalty: 3456.941895
	Iteration 8F: 3 clusters Score -3852210 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -3855211.500000 Penalty: 3456.941895
	Iteration 9F: 3 clusters Score -3855212 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -3858145.250000 Penalty: 3456.941895
	Iteration 10F: 3 clusters Score -3858145 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -3860157.500000 Penalty: 3456.941895
	Iteration 11F: 3 clusters Score -3860158 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -3861110.000000 Penalty: 3456.941895
	Iteration 12Q: 3 clusters Score -3861110 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -3861517.250000 Penalty: 3456.941895
	Iteration 13Q: 3 clusters Score -3861517 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 40999 members 
Entering Unmasked Estep 
Score: -3861672.500000 Penalty: 3456.941895
	Iteration 14Q: 3 clusters Score -3861672 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -3861796.000000 Penalty: 3456.941895
	Iteration 15Q: 3 clusters Score -3861796 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -3861842.000000 Penalty: 3456.941895
	Iteration 16Q: 3 clusters Score -3861842 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -3861891.000000 Penalty: 3456.941895
	Iteration 17Q: 3 clusters Score -3861891 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -3861912.750000 Penalty: 3456.941895
	Iteration 18Q: 3 clusters Score -3861913 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -3861926.250000 Penalty: 3456.941895
	Iteration 19Q: 3 clusters Score -3861926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -3861940.250000 Penalty: 3456.941895
	Iteration 20F: 3 clusters Score -3861940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -3861947.750000 Penalty: 3456.941895
	Iteration 21Q: 3 clusters Score -3861948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 41216 members 
Entering Unmasked Estep 
Score: -3861963.000000 Penalty: 3456.941895
	Iteration 22Q: 3 clusters Score -3861963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -3861964.250000 Penalty: 3456.941895
	Iteration 23Q: 3 clusters Score -3861964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -3861968.000000 Penalty: 3456.941895
	Iteration 24Q: 3 clusters Score -3861968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -3861969.000000 Penalty: 3456.941895
	Iteration 25Q: 3 clusters Score -3861969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -3861974.500000 Penalty: 3456.941895
	Iteration 26Q: 3 clusters Score -3861974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -3861974.500000 Penalty: 3456.941895
	Iteration 27F: 3 clusters Score -3861974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Entering Unmasked Estep 
Score: -382239.343750 Penalty: 1362.567749
	Iteration 0F: 2 clusters Score -382239.3 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 2139 members 
Entering Unmasked Estep 
Score: -378692.093750 Penalty: 2725.135498
	Iteration 0F: 3 clusters Score -378692.1 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -379702.875000 Penalty: 2725.135498
	Iteration 1F: 3 clusters Score -379702.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -379866.531250 Penalty: 2725.135498
	Iteration 2F: 3 clusters Score -379866.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -379971.156250 Penalty: 2725.135498
	Iteration 3Q: 3 clusters Score -379971.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -380062.656250 Penalty: 2725.135498
	Iteration 4Q: 3 clusters Score -380062.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -380153.312500 Penalty: 2725.135498
	Iteration 5Q: 3 clusters Score -380153.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -380242.125000 Penalty: 2725.135498
	Iteration 6Q: 3 clusters Score -380242.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -380319.937500 Penalty: 2725.135498
	Iteration 7Q: 3 clusters Score -380319.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -380395.875000 Penalty: 2725.135498
	Iteration 8Q: 3 clusters Score -380395.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -380464.875000 Penalty: 2725.135498
	Iteration 9Q: 3 clusters Score -380464.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -380529.906250 Penalty: 2725.135498
	Iteration 10Q: 3 clusters Score -380529.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -380595.187500 Penalty: 2725.135498
	Iteration 11Q: 3 clusters Score -380595.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -380661.968750 Penalty: 2725.135498
	Iteration 12Q: 3 clusters Score -380662 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -380726.281250 Penalty: 2725.135498
	Iteration 13Q: 3 clusters Score -380726.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -380778.250000 Penalty: 2725.135498
	Iteration 14Q: 3 clusters Score -380778.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -380826.031250 Penalty: 2725.135498
	Iteration 15Q: 3 clusters Score -380826 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -380877.375000 Penalty: 2725.135498
	Iteration 16Q: 3 clusters Score -380877.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -380934.343750 Penalty: 2725.135498
	Iteration 17Q: 3 clusters Score -380934.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -381021.937500 Penalty: 2725.135498
	Iteration 18Q: 3 clusters Score -381021.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -381125.250000 Penalty: 2725.135498
	Iteration 19Q: 3 clusters Score -381125.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -381206.250000 Penalty: 2725.135498
	Iteration 20F: 3 clusters Score -381206.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -381273.687500 Penalty: 2725.135498
	Iteration 21Q: 3 clusters Score -381273.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -381327.406250 Penalty: 2725.135498
	Iteration 22Q: 3 clusters Score -381327.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -381362.625000 Penalty: 2725.135498
	Iteration 23Q: 3 clusters Score -381362.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -381377.031250 Penalty: 2725.135498
	Iteration 24Q: 3 clusters Score -381377 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -381386.500000 Penalty: 2725.135498
	Iteration 25Q: 3 clusters Score -381386.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -381396.562500 Penalty: 2725.135498
	Iteration 26Q: 3 clusters Score -381396.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -381403.625000 Penalty: 2725.135498
	Iteration 27Q: 3 clusters Score -381403.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -381410.781250 Penalty: 2725.135498
	Iteration 28Q: 3 clusters Score -381410.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -381427.562500 Penalty: 2725.135498
	Iteration 29Q: 3 clusters Score -381427.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -381441.093750 Penalty: 2725.135498
	Iteration 30Q: 3 clusters Score -381441.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -381454.625000 Penalty: 2725.135498
	Iteration 31Q: 3 clusters Score -381454.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -381466.375000 Penalty: 2725.135498
	Iteration 32Q: 3 clusters Score -381466.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -381480.937500 Penalty: 2725.135498
	Iteration 33Q: 3 clusters Score -381480.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -381497.875000 Penalty: 2725.135498
	Iteration 34Q: 3 clusters Score -381497.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -381513.843750 Penalty: 2725.135498
	Iteration 35Q: 3 clusters Score -381513.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -381524.937500 Penalty: 2725.135498
	Iteration 36Q: 3 clusters Score -381524.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -381531.406250 Penalty: 2725.135498
	Iteration 37Q: 3 clusters Score -381531.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -381537.687500 Penalty: 2725.135498
	Iteration 38Q: 3 clusters Score -381537.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -381543.343750 Penalty: 2725.135498
	Iteration 39Q: 3 clusters Score -381543.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -381548.968750 Penalty: 2725.135498
	Iteration 40F: 3 clusters Score -381549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -381559.093750 Penalty: 2725.135498
	Iteration 41Q: 3 clusters Score -381559.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -381566.093750 Penalty: 2725.135498
	Iteration 42Q: 3 clusters Score -381566.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -381568.375000 Penalty: 2725.135498
	Iteration 43Q: 3 clusters Score -381568.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -381570.968750 Penalty: 2725.135498
	Iteration 44Q: 3 clusters Score -381571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -381572.406250 Penalty: 2725.135498
	Iteration 45Q: 3 clusters Score -381572.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -381572.968750 Penalty: 2725.135498
	Iteration 46Q: 3 clusters Score -381573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -381572.968750 Penalty: 2725.135498
	Iteration 47F: 3 clusters Score -381573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Entering Unmasked Estep 
Score: -114634.414062 Penalty: 1182.440430
	Iteration 0F: 2 clusters Score -114634.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -112896.500000 Penalty: 2364.880859
	Iteration 0F: 3 clusters Score -112896.5 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -113340.039062 Penalty: 2364.880859
	Iteration 1F: 3 clusters Score -113340 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -113601.320312 Penalty: 2364.880859
	Iteration 2F: 3 clusters Score -113601.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -113869.453125 Penalty: 2364.880859
	Iteration 3F: 3 clusters Score -113869.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -114136.921875 Penalty: 2364.880859
	Iteration 4F: 3 clusters Score -114136.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -114384.453125 Penalty: 2364.880859
	Iteration 5F: 3 clusters Score -114384.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -114577.101562 Penalty: 2364.880859
	Iteration 6F: 3 clusters Score -114577.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -114690.070312 Penalty: 2364.880859
	Iteration 7Q: 3 clusters Score -114690.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -114761.429688 Penalty: 2364.880859
	Iteration 8Q: 3 clusters Score -114761.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -114814.585938 Penalty: 2364.880859
	Iteration 9Q: 3 clusters Score -114814.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -114845.921875 Penalty: 2364.880859
	Iteration 10Q: 3 clusters Score -114845.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -114856.406250 Penalty: 2364.880859
	Iteration 11Q: 3 clusters Score -114856.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -114860.906250 Penalty: 2364.880859
	Iteration 12Q: 3 clusters Score -114860.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -114862.710938 Penalty: 2364.880859
	Iteration 13Q: 3 clusters Score -114862.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -114868.398438 Penalty: 2364.880859
	Iteration 14Q: 3 clusters Score -114868.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -114872.359375 Penalty: 2364.880859
	Iteration 15Q: 3 clusters Score -114872.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -114875.718750 Penalty: 2364.880859
	Iteration 16Q: 3 clusters Score -114875.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -114878.914062 Penalty: 2364.880859
	Iteration 17Q: 3 clusters Score -114878.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -114880.070312 Penalty: 2364.880859
	Iteration 18Q: 3 clusters Score -114880.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -114880.375000 Penalty: 2364.880859
	Iteration 19Q: 3 clusters Score -114880.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -114880.945312 Penalty: 2364.880859
	Iteration 20F: 3 clusters Score -114880.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 51456 members 
Mstep: Class 3 contains 41981 members 
Mstep: Class 4 contains 177529 members 
Mstep: Class 5 contains 7312 members 
Mstep: Class 6 contains 14954 members 
Mstep: Class 7 contains 10796 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124518 members 
Mstep: Class 10 contains 33124 members 
Mstep: Class 11 contains 18391 members 
Mstep: Class 12 contains 41637 members 
Mstep: Class 13 contains 4381 members 
Mstep: Class 14 contains 758 members 
Mstep: Class 15 contains 17619 members 
Mstep: Class 16 contains 21135 members 
Mstep: Class 17 contains 88121 members 
Mstep: Class 18 contains 60665 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 5739 members 
Mstep: Class 21 contains 1644 members 
Mstep: Class 22 contains 2397 members 
Mstep: Class 23 contains 61016 members 
Mstep: Class 24 contains 6384 members 
Mstep: Class 25 contains 12916 members 
Mstep: Class 26 contains 5712 members 
Mstep: Class 27 contains 1786 members 
Mstep: Class 28 contains 7296 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 69929 members 
Mstep: Class 31 contains 1654 members 
Mstep: Class 32 contains 14296 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1522 members 
Mstep: Class 35 contains 1043 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 7728 members 
Mstep: Class 39 contains 5558 members 
Mstep: Class 40 contains 4540 members 
Mstep: Class 41 contains 3431 members 
Mstep: Class 42 contains 688 members 
Entering Unmasked Estep 
Score: -84444816.000000 Penalty: 94000.359375
Splitting cluster 14 changes total score from -84445856.000000 to -84444816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (17619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Entering Unmasked Estep 
Score: -1458828.500000 Penalty: 1588.719238
	Iteration 0F: 2 clusters Score -1458828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1446729.375000 Penalty: 3177.438477
	Iteration 0F: 3 clusters Score -1446729 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1450965.500000 Penalty: 3177.438477
	Iteration 1F: 3 clusters Score -1450966 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1451418.625000 Penalty: 3177.438477
	Iteration 2F: 3 clusters Score -1451419 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1451903.875000 Penalty: 3177.438477
	Iteration 3F: 3 clusters Score -1451904 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1452510.875000 Penalty: 3177.438477
	Iteration 4F: 3 clusters Score -1452511 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1453109.500000 Penalty: 3177.438477
	Iteration 5F: 3 clusters Score -1453110 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1453542.250000 Penalty: 3177.438477
	Iteration 6F: 3 clusters Score -1453542 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1453877.875000 Penalty: 3177.438477
	Iteration 7Q: 3 clusters Score -1453878 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1454181.000000 Penalty: 3177.438477
	Iteration 8Q: 3 clusters Score -1454181 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1454471.500000 Penalty: 3177.438477
	Iteration 9Q: 3 clusters Score -1454472 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1454751.250000 Penalty: 3177.438477
	Iteration 10Q: 3 clusters Score -1454751 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1455048.625000 Penalty: 3177.438477
	Iteration 11Q: 3 clusters Score -1455049 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1455318.000000 Penalty: 3177.438477
	Iteration 12Q: 3 clusters Score -1455318 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1455538.625000 Penalty: 3177.438477
	Iteration 13Q: 3 clusters Score -1455539 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1455689.875000 Penalty: 3177.438477
	Iteration 14Q: 3 clusters Score -1455690 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1455803.125000 Penalty: 3177.438477
	Iteration 15Q: 3 clusters Score -1455803 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1455868.875000 Penalty: 3177.438477
	Iteration 16Q: 3 clusters Score -1455869 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1455897.750000 Penalty: 3177.438477
	Iteration 17Q: 3 clusters Score -1455898 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1455922.750000 Penalty: 3177.438477
	Iteration 18Q: 3 clusters Score -1455923 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1455941.375000 Penalty: 3177.438477
	Iteration 19Q: 3 clusters Score -1455941 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1455955.875000 Penalty: 3177.438477
	Iteration 20F: 3 clusters Score -1455956 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1455972.625000 Penalty: 3177.438477
	Iteration 21Q: 3 clusters Score -1455973 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1455987.875000 Penalty: 3177.438477
	Iteration 22Q: 3 clusters Score -1455988 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1456005.125000 Penalty: 3177.438477
	Iteration 23Q: 3 clusters Score -1456005 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1456017.500000 Penalty: 3177.438477
	Iteration 24Q: 3 clusters Score -1456018 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1456028.875000 Penalty: 3177.438477
	Iteration 25Q: 3 clusters Score -1456029 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1456037.125000 Penalty: 3177.438477
	Iteration 26Q: 3 clusters Score -1456037 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1456050.625000 Penalty: 3177.438477
	Iteration 27Q: 3 clusters Score -1456051 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1456064.250000 Penalty: 3177.438477
	Iteration 28Q: 3 clusters Score -1456064 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1456061.125000 Penalty: 3177.438477
	Iteration 29Q: 3 clusters Score -1456061 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1456071.000000 Penalty: 3177.438477
	Iteration 30Q: 3 clusters Score -1456071 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1456074.375000 Penalty: 3177.438477
	Iteration 31Q: 3 clusters Score -1456074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1456070.375000 Penalty: 3177.438477
	Iteration 32Q: 3 clusters Score -1456070 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1456077.375000 Penalty: 3177.438477
	Iteration 33Q: 3 clusters Score -1456077 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1456083.875000 Penalty: 3177.438477
	Iteration 34Q: 3 clusters Score -1456084 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1456089.750000 Penalty: 3177.438477
	Iteration 35Q: 3 clusters Score -1456090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1456092.125000 Penalty: 3177.438477
	Iteration 36Q: 3 clusters Score -1456092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1456093.500000 Penalty: 3177.438477
	Iteration 37Q: 3 clusters Score -1456094 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1456094.625000 Penalty: 3177.438477
	Iteration 38Q: 3 clusters Score -1456095 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1456104.500000 Penalty: 3177.438477
	Iteration 39Q: 3 clusters Score -1456104 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1456108.125000 Penalty: 3177.438477
	Iteration 40F: 3 clusters Score -1456108 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1456113.625000 Penalty: 3177.438477
	Iteration 41Q: 3 clusters Score -1456114 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1456116.000000 Penalty: 3177.438477
	Iteration 42Q: 3 clusters Score -1456116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1456115.375000 Penalty: 3177.438477
	Iteration 43Q: 3 clusters Score -1456115 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1456121.000000 Penalty: 3177.438477
	Iteration 44Q: 3 clusters Score -1456121 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1456125.375000 Penalty: 3177.438477
	Iteration 45Q: 3 clusters Score -1456125 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1456130.250000 Penalty: 3177.438477
	Iteration 46Q: 3 clusters Score -1456130 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1456128.500000 Penalty: 3177.438477
	Iteration 47Q: 3 clusters Score -1456128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1456130.125000 Penalty: 3177.438477
	Iteration 48Q: 3 clusters Score -1456130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1456131.250000 Penalty: 3177.438477
	Iteration 49Q: 3 clusters Score -1456131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1456133.875000 Penalty: 3177.438477
	Iteration 50Q: 3 clusters Score -1456134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1456132.750000 Penalty: 3177.438477
	Iteration 51Q: 3 clusters Score -1456133 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1456136.375000 Penalty: 3177.438477
	Iteration 52Q: 3 clusters Score -1456136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1456140.375000 Penalty: 3177.438477
	Iteration 53Q: 3 clusters Score -1456140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1456139.125000 Penalty: 3177.438477
	Iteration 54Q: 3 clusters Score -1456139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1456142.125000 Penalty: 3177.438477
	Iteration 55Q: 3 clusters Score -1456142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1456144.375000 Penalty: 3177.438477
	Iteration 56Q: 3 clusters Score -1456144 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1456148.500000 Penalty: 3177.438477
	Iteration 57Q: 3 clusters Score -1456148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1456151.375000 Penalty: 3177.438477
	Iteration 58Q: 3 clusters Score -1456151 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1456154.625000 Penalty: 3177.438477
	Iteration 59Q: 3 clusters Score -1456155 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1456157.000000 Penalty: 3177.438477
	Iteration 60F: 3 clusters Score -1456157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1456158.500000 Penalty: 3177.438477
	Iteration 61Q: 3 clusters Score -1456158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1456162.125000 Penalty: 3177.438477
	Iteration 62Q: 3 clusters Score -1456162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1456165.625000 Penalty: 3177.438477
	Iteration 63Q: 3 clusters Score -1456166 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1456166.500000 Penalty: 3177.438477
	Iteration 64Q: 3 clusters Score -1456166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1456166.000000 Penalty: 3177.438477
	Iteration 65Q: 3 clusters Score -1456166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1456174.000000 Penalty: 3177.438477
	Iteration 66Q: 3 clusters Score -1456174 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1456175.375000 Penalty: 3177.438477
	Iteration 67Q: 3 clusters Score -1456175 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1456180.125000 Penalty: 3177.438477
	Iteration 68Q: 3 clusters Score -1456180 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1456181.750000 Penalty: 3177.438477
	Iteration 69Q: 3 clusters Score -1456182 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1456187.500000 Penalty: 3177.438477
	Iteration 70Q: 3 clusters Score -1456188 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1456193.500000 Penalty: 3177.438477
	Iteration 71Q: 3 clusters Score -1456194 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1456195.375000 Penalty: 3177.438477
	Iteration 72Q: 3 clusters Score -1456195 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1456200.625000 Penalty: 3177.438477
	Iteration 73Q: 3 clusters Score -1456201 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1456200.750000 Penalty: 3177.438477
	Iteration 74Q: 3 clusters Score -1456201 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1456212.625000 Penalty: 3177.438477
	Iteration 75Q: 3 clusters Score -1456213 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1456221.500000 Penalty: 3177.438477
	Iteration 76Q: 3 clusters Score -1456222 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1456233.000000 Penalty: 3177.438477
	Iteration 77Q: 3 clusters Score -1456233 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1456248.750000 Penalty: 3177.438477
	Iteration 78Q: 3 clusters Score -1456249 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1456255.250000 Penalty: 3177.438477
	Iteration 79Q: 3 clusters Score -1456255 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1456274.875000 Penalty: 3177.438477
	Iteration 80F: 3 clusters Score -1456275 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1456282.125000 Penalty: 3177.438477
	Iteration 81Q: 3 clusters Score -1456282 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1456294.250000 Penalty: 3177.438477
	Iteration 82Q: 3 clusters Score -1456294 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1456304.625000 Penalty: 3177.438477
	Iteration 83Q: 3 clusters Score -1456305 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1456318.875000 Penalty: 3177.438477
	Iteration 84Q: 3 clusters Score -1456319 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1456331.875000 Penalty: 3177.438477
	Iteration 85Q: 3 clusters Score -1456332 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1456348.625000 Penalty: 3177.438477
	Iteration 86Q: 3 clusters Score -1456349 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1456365.375000 Penalty: 3177.438477
	Iteration 87Q: 3 clusters Score -1456365 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1456388.250000 Penalty: 3177.438477
	Iteration 88Q: 3 clusters Score -1456388 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1456411.125000 Penalty: 3177.438477
	Iteration 89Q: 3 clusters Score -1456411 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1456443.500000 Penalty: 3177.438477
	Iteration 90Q: 3 clusters Score -1456444 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1456466.125000 Penalty: 3177.438477
	Iteration 91Q: 3 clusters Score -1456466 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1456493.125000 Penalty: 3177.438477
	Iteration 92Q: 3 clusters Score -1456493 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1456524.625000 Penalty: 3177.438477
	Iteration 93Q: 3 clusters Score -1456525 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1456553.750000 Penalty: 3177.438477
	Iteration 94Q: 3 clusters Score -1456554 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1456592.625000 Penalty: 3177.438477
	Iteration 95Q: 3 clusters Score -1456593 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1456633.125000 Penalty: 3177.438477
	Iteration 96Q: 3 clusters Score -1456633 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1456689.250000 Penalty: 3177.438477
	Iteration 97Q: 3 clusters Score -1456689 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1456755.750000 Penalty: 3177.438477
	Iteration 98Q: 3 clusters Score -1456756 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -1456829.750000 Penalty: 3177.438477
	Iteration 99Q: 3 clusters Score -1456830 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1456925.500000 Penalty: 3177.438477
	Iteration 100F: 3 clusters Score -1456926 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1457034.750000 Penalty: 3177.438477
	Iteration 101Q: 3 clusters Score -1457035 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1457138.500000 Penalty: 3177.438477
	Iteration 102Q: 3 clusters Score -1457138 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -1457264.125000 Penalty: 3177.438477
	Iteration 103Q: 3 clusters Score -1457264 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1457370.125000 Penalty: 3177.438477
	Iteration 104Q: 3 clusters Score -1457370 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -1457476.750000 Penalty: 3177.438477
	Iteration 105Q: 3 clusters Score -1457477 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -1457601.000000 Penalty: 3177.438477
	Iteration 106Q: 3 clusters Score -1457601 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -1457734.000000 Penalty: 3177.438477
	Iteration 107Q: 3 clusters Score -1457734 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -1457864.000000 Penalty: 3177.438477
	Iteration 108Q: 3 clusters Score -1457864 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -1457969.250000 Penalty: 3177.438477
	Iteration 109Q: 3 clusters Score -1457969 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -1458068.000000 Penalty: 3177.438477
	Iteration 110Q: 3 clusters Score -1458068 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -1458149.250000 Penalty: 3177.438477
	Iteration 111Q: 3 clusters Score -1458149 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -1458219.000000 Penalty: 3177.438477
	Iteration 112Q: 3 clusters Score -1458219 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -1458284.125000 Penalty: 3177.438477
	Iteration 113Q: 3 clusters Score -1458284 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -1458341.375000 Penalty: 3177.438477
	Iteration 114Q: 3 clusters Score -1458341 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -1458385.375000 Penalty: 3177.438477
	Iteration 115Q: 3 clusters Score -1458385 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -1458420.125000 Penalty: 3177.438477
	Iteration 116Q: 3 clusters Score -1458420 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -1458450.750000 Penalty: 3177.438477
	Iteration 117Q: 3 clusters Score -1458451 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -1458473.125000 Penalty: 3177.438477
	Iteration 118Q: 3 clusters Score -1458473 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -1458487.875000 Penalty: 3177.438477
	Iteration 119Q: 3 clusters Score -1458488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -1458497.250000 Penalty: 3177.438477
	Iteration 120F: 3 clusters Score -1458497 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -1458505.875000 Penalty: 3177.438477
	Iteration 121Q: 3 clusters Score -1458506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -1458510.750000 Penalty: 3177.438477
	Iteration 122Q: 3 clusters Score -1458511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -1458517.375000 Penalty: 3177.438477
	Iteration 123Q: 3 clusters Score -1458517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -1458517.250000 Penalty: 3177.438477
	Iteration 124Q: 3 clusters Score -1458517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -1458519.875000 Penalty: 3177.438477
	Iteration 125Q: 3 clusters Score -1458520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -1458521.875000 Penalty: 3177.438477
	Iteration 126Q: 3 clusters Score -1458522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -1458529.250000 Penalty: 3177.438477
	Iteration 127Q: 3 clusters Score -1458529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -1458528.375000 Penalty: 3177.438477
	Iteration 128Q: 3 clusters Score -1458528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -1458530.625000 Penalty: 3177.438477
	Iteration 129Q: 3 clusters Score -1458531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -1458530.625000 Penalty: 3177.438477
	Iteration 130F: 3 clusters Score -1458531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Entering Unmasked Estep 
Score: -1733583.250000 Penalty: 1618.286499
	Iteration 0F: 2 clusters Score -1733583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1719168.375000 Penalty: 3236.572998
	Iteration 0F: 3 clusters Score -1719168 nChanged 9581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1724874.750000 Penalty: 3236.572998
	Iteration 1F: 3 clusters Score -1724875 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1725726.125000 Penalty: 3236.572998
	Iteration 2F: 3 clusters Score -1725726 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1726632.625000 Penalty: 3236.572998
	Iteration 3F: 3 clusters Score -1726633 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1727539.750000 Penalty: 3236.572998
	Iteration 4F: 3 clusters Score -1727540 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1728397.250000 Penalty: 3236.572998
	Iteration 5F: 3 clusters Score -1728397 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1729159.625000 Penalty: 3236.572998
	Iteration 6F: 3 clusters Score -1729160 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1729810.250000 Penalty: 3236.572998
	Iteration 7Q: 3 clusters Score -1729810 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1730337.625000 Penalty: 3236.572998
	Iteration 8Q: 3 clusters Score -1730338 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1730786.125000 Penalty: 3236.572998
	Iteration 9Q: 3 clusters Score -1730786 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1731152.750000 Penalty: 3236.572998
	Iteration 10Q: 3 clusters Score -1731153 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1731372.250000 Penalty: 3236.572998
	Iteration 11Q: 3 clusters Score -1731372 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1731507.625000 Penalty: 3236.572998
	Iteration 12Q: 3 clusters Score -1731508 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1731632.875000 Penalty: 3236.572998
	Iteration 13Q: 3 clusters Score -1731633 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1731760.500000 Penalty: 3236.572998
	Iteration 14Q: 3 clusters Score -1731760 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1731878.125000 Penalty: 3236.572998
	Iteration 15Q: 3 clusters Score -1731878 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1731977.625000 Penalty: 3236.572998
	Iteration 16Q: 3 clusters Score -1731978 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1732091.000000 Penalty: 3236.572998
	Iteration 17Q: 3 clusters Score -1732091 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1732203.000000 Penalty: 3236.572998
	Iteration 18Q: 3 clusters Score -1732203 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1732293.375000 Penalty: 3236.572998
	Iteration 19Q: 3 clusters Score -1732293 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1732380.375000 Penalty: 3236.572998
	Iteration 20F: 3 clusters Score -1732380 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1732444.875000 Penalty: 3236.572998
	Iteration 21Q: 3 clusters Score -1732445 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1732502.000000 Penalty: 3236.572998
	Iteration 22Q: 3 clusters Score -1732502 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1732550.250000 Penalty: 3236.572998
	Iteration 23Q: 3 clusters Score -1732550 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1732572.875000 Penalty: 3236.572998
	Iteration 24Q: 3 clusters Score -1732573 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1732602.000000 Penalty: 3236.572998
	Iteration 25Q: 3 clusters Score -1732602 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1732625.375000 Penalty: 3236.572998
	Iteration 26Q: 3 clusters Score -1732625 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1732648.750000 Penalty: 3236.572998
	Iteration 27Q: 3 clusters Score -1732649 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1732663.375000 Penalty: 3236.572998
	Iteration 28Q: 3 clusters Score -1732663 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1732678.875000 Penalty: 3236.572998
	Iteration 29Q: 3 clusters Score -1732679 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1732685.250000 Penalty: 3236.572998
	Iteration 30Q: 3 clusters Score -1732685 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1732699.500000 Penalty: 3236.572998
	Iteration 31Q: 3 clusters Score -1732700 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1732708.125000 Penalty: 3236.572998
	Iteration 32Q: 3 clusters Score -1732708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1732719.250000 Penalty: 3236.572998
	Iteration 33Q: 3 clusters Score -1732719 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1732728.250000 Penalty: 3236.572998
	Iteration 34Q: 3 clusters Score -1732728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1732734.500000 Penalty: 3236.572998
	Iteration 35Q: 3 clusters Score -1732734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1732737.750000 Penalty: 3236.572998
	Iteration 36Q: 3 clusters Score -1732738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1732742.125000 Penalty: 3236.572998
	Iteration 37Q: 3 clusters Score -1732742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1732747.000000 Penalty: 3236.572998
	Iteration 38Q: 3 clusters Score -1732747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1732747.000000 Penalty: 3236.572998
	Iteration 39Q: 3 clusters Score -1732747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1732752.250000 Penalty: 3236.572998
	Iteration 40F: 3 clusters Score -1732752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1732750.625000 Penalty: 3236.572998
	Iteration 41Q: 3 clusters Score -1732751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1732754.250000 Penalty: 3236.572998
	Iteration 42Q: 3 clusters Score -1732754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1732752.250000 Penalty: 3236.572998
	Iteration 43Q: 3 clusters Score -1732752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1732751.375000 Penalty: 3236.572998
	Iteration 44Q: 3 clusters Score -1732751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1732758.750000 Penalty: 3236.572998
	Iteration 45Q: 3 clusters Score -1732759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1732766.000000 Penalty: 3236.572998
	Iteration 46Q: 3 clusters Score -1732766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1732773.500000 Penalty: 3236.572998
	Iteration 47Q: 3 clusters Score -1732774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1732774.375000 Penalty: 3236.572998
	Iteration 48Q: 3 clusters Score -1732774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1732773.750000 Penalty: 3236.572998
	Iteration 49Q: 3 clusters Score -1732774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1732773.750000 Penalty: 3236.572998
	Iteration 50Q: 3 clusters Score -1732774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1732776.125000 Penalty: 3236.572998
	Iteration 51Q: 3 clusters Score -1732776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1732776.125000 Penalty: 3236.572998
	Iteration 52F: 3 clusters Score -1732776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (88121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88121 members 
Entering Unmasked Estep 
Score: -8130492.500000 Penalty: 1850.300781
	Iteration 0F: 2 clusters Score -8130492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 43767 members 
Entering Unmasked Estep 
Score: -8071244.500000 Penalty: 3700.601562
	Iteration 0F: 3 clusters Score -8071244 nChanged 42141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47301 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -8096250.500000 Penalty: 3700.601562
	Iteration 1F: 3 clusters Score -8096250 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49389 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -8097564.500000 Penalty: 3700.601562
	Iteration 2Q: 3 clusters Score -8097564 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52577 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -8099742.500000 Penalty: 3700.601562
	Iteration 3F: 3 clusters Score -8099742 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57021 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -8103160.500000 Penalty: 3700.601562
	Iteration 4F: 3 clusters Score -8103160 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62533 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -8108246.500000 Penalty: 3700.601562
	Iteration 5F: 3 clusters Score -8108246 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68586 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -8114316.000000 Penalty: 3700.601562
	Iteration 6F: 3 clusters Score -8114316 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73886 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -8119844.500000 Penalty: 3700.601562
	Iteration 7F: 3 clusters Score -8119844 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77596 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -8123895.500000 Penalty: 3700.601562
	Iteration 8Q: 3 clusters Score -8123896 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79870 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -8126595.000000 Penalty: 3700.601562
	Iteration 9Q: 3 clusters Score -8126595 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81184 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -8128399.500000 Penalty: 3700.601562
	Iteration 10Q: 3 clusters Score -8128400 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81912 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -8129358.000000 Penalty: 3700.601562
	Iteration 11Q: 3 clusters Score -8129358 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82272 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -8129775.500000 Penalty: 3700.601562
	Iteration 12Q: 3 clusters Score -8129776 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82490 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -8129970.500000 Penalty: 3700.601562
	Iteration 13Q: 3 clusters Score -8129970 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82658 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -8130065.500000 Penalty: 3700.601562
	Iteration 14Q: 3 clusters Score -8130066 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82767 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -8130111.500000 Penalty: 3700.601562
	Iteration 15Q: 3 clusters Score -8130112 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82852 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -8130160.500000 Penalty: 3700.601562
	Iteration 16Q: 3 clusters Score -8130160 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82925 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -8130167.000000 Penalty: 3700.601562
	Iteration 17Q: 3 clusters Score -8130167 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82963 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -8130157.500000 Penalty: 3700.601562
	Iteration 18Q: 3 clusters Score -8130158 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82997 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -8130165.500000 Penalty: 3700.601562
	Iteration 19Q: 3 clusters Score -8130166 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83027 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -8130158.000000 Penalty: 3700.601562
	Iteration 20F: 3 clusters Score -8130158 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83050 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -8130167.500000 Penalty: 3700.601562
	Iteration 21Q: 3 clusters Score -8130168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83070 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -8130163.500000 Penalty: 3700.601562
	Iteration 22Q: 3 clusters Score -8130164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83081 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -8130169.000000 Penalty: 3700.601562
	Iteration 23Q: 3 clusters Score -8130169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83083 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -8130176.000000 Penalty: 3700.601562
	Iteration 24Q: 3 clusters Score -8130176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83086 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -8130167.000000 Penalty: 3700.601562
	Iteration 25Q: 3 clusters Score -8130167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83091 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -8130170.000000 Penalty: 3700.601562
	Iteration 26Q: 3 clusters Score -8130170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83093 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -8130160.500000 Penalty: 3700.601562
	Iteration 27Q: 3 clusters Score -8130160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83095 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -8130162.000000 Penalty: 3700.601562
	Iteration 28Q: 3 clusters Score -8130162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83100 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -8130157.500000 Penalty: 3700.601562
	Iteration 29Q: 3 clusters Score -8130158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83104 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -8130164.500000 Penalty: 3700.601562
	Iteration 30Q: 3 clusters Score -8130164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83107 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -8130170.000000 Penalty: 3700.601562
	Iteration 31Q: 3 clusters Score -8130170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83111 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -8130170.500000 Penalty: 3700.601562
	Iteration 32Q: 3 clusters Score -8130170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83116 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -8130168.500000 Penalty: 3700.601562
	Iteration 33Q: 3 clusters Score -8130168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83120 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -8130170.000000 Penalty: 3700.601562
	Iteration 34Q: 3 clusters Score -8130170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83123 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -8130167.500000 Penalty: 3700.601562
	Iteration 35Q: 3 clusters Score -8130168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83126 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -8130172.500000 Penalty: 3700.601562
	Iteration 36Q: 3 clusters Score -8130172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83131 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -8130169.500000 Penalty: 3700.601562
	Iteration 37Q: 3 clusters Score -8130170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83133 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -8130166.500000 Penalty: 3700.601562
	Iteration 38Q: 3 clusters Score -8130166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83137 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -8130163.000000 Penalty: 3700.601562
	Iteration 39Q: 3 clusters Score -8130163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83142 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -8130160.000000 Penalty: 3700.601562
	Iteration 40F: 3 clusters Score -8130160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83149 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -8130159.500000 Penalty: 3700.601562
	Iteration 41Q: 3 clusters Score -8130160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83154 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -8130162.000000 Penalty: 3700.601562
	Iteration 42Q: 3 clusters Score -8130162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83157 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -8130162.500000 Penalty: 3700.601562
	Iteration 43Q: 3 clusters Score -8130162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83163 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -8130155.500000 Penalty: 3700.601562
	Iteration 44Q: 3 clusters Score -8130156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83165 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -8130161.000000 Penalty: 3700.601562
	Iteration 45Q: 3 clusters Score -8130161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83165 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -8130161.000000 Penalty: 3700.601562
	Iteration 46F: 3 clusters Score -8130161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (60665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60665 members 
Entering Unmasked Estep 
Score: -5560267.500000 Penalty: 1789.632446
	Iteration 0F: 2 clusters Score -5560268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -5519672.500000 Penalty: 3579.264893
	Iteration 0F: 3 clusters Score -5519672 nChanged 28786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -5535925.000000 Penalty: 3579.264893
	Iteration 1F: 3 clusters Score -5535925 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -5536484.500000 Penalty: 3579.264893
	Iteration 2Q: 3 clusters Score -5536484 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -5537141.000000 Penalty: 3579.264893
	Iteration 3Q: 3 clusters Score -5537141 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -5538097.000000 Penalty: 3579.264893
	Iteration 4Q: 3 clusters Score -5538097 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -5539610.000000 Penalty: 3579.264893
	Iteration 5Q: 3 clusters Score -5539610 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -5541993.000000 Penalty: 3579.264893
	Iteration 6F: 3 clusters Score -5541993 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -5545559.500000 Penalty: 3579.264893
	Iteration 7F: 3 clusters Score -5545560 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50602 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -5550063.500000 Penalty: 3579.264893
	Iteration 8F: 3 clusters Score -5550064 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54798 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -5553961.000000 Penalty: 3579.264893
	Iteration 9F: 3 clusters Score -5553961 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57542 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -5556361.000000 Penalty: 3579.264893
	Iteration 10Q: 3 clusters Score -5556361 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59002 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5557627.500000 Penalty: 3579.264893
	Iteration 11Q: 3 clusters Score -5557628 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59678 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5558165.500000 Penalty: 3579.264893
	Iteration 12Q: 3 clusters Score -5558166 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59971 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5558411.500000 Penalty: 3579.264893
	Iteration 13Q: 3 clusters Score -5558412 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60120 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5558548.000000 Penalty: 3579.264893
	Iteration 14Q: 3 clusters Score -5558548 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60194 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5558618.500000 Penalty: 3579.264893
	Iteration 15Q: 3 clusters Score -5558618 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60242 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5558669.000000 Penalty: 3579.264893
	Iteration 16Q: 3 clusters Score -5558669 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60277 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5558705.000000 Penalty: 3579.264893
	Iteration 17Q: 3 clusters Score -5558705 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60294 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5558730.000000 Penalty: 3579.264893
	Iteration 18Q: 3 clusters Score -5558730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5558739.500000 Penalty: 3579.264893
	Iteration 19Q: 3 clusters Score -5558740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60314 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5558745.500000 Penalty: 3579.264893
	Iteration 20F: 3 clusters Score -5558746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60320 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5558754.500000 Penalty: 3579.264893
	Iteration 21Q: 3 clusters Score -5558754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60325 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5558757.500000 Penalty: 3579.264893
	Iteration 22Q: 3 clusters Score -5558758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60330 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5558765.500000 Penalty: 3579.264893
	Iteration 23Q: 3 clusters Score -5558766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60333 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5558771.000000 Penalty: 3579.264893
	Iteration 24Q: 3 clusters Score -5558771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60334 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -5558768.500000 Penalty: 3579.264893
	Iteration 25Q: 3 clusters Score -5558768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60335 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5558770.500000 Penalty: 3579.264893
	Iteration 26Q: 3 clusters Score -5558770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60337 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5558772.000000 Penalty: 3579.264893
	Iteration 27Q: 3 clusters Score -5558772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60339 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5558773.500000 Penalty: 3579.264893
	Iteration 28Q: 3 clusters Score -5558774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60341 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5558777.000000 Penalty: 3579.264893
	Iteration 29Q: 3 clusters Score -5558777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60340 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5558772.500000 Penalty: 3579.264893
	Iteration 30Q: 3 clusters Score -5558772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60340 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5558772.500000 Penalty: 3579.264893
	Iteration 31F: 3 clusters Score -5558772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Entering Unmasked Estep 
Score: -132355.203125 Penalty: 1193.096436
	Iteration 0F: 2 clusters Score -132355.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -130589.937500 Penalty: 2386.192871
	Iteration 0F: 3 clusters Score -130589.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -130936.687500 Penalty: 2386.192871
	Iteration 1F: 3 clusters Score -130936.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -131016.109375 Penalty: 2386.192871
	Iteration 2F: 3 clusters Score -131016.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -131067.882812 Penalty: 2386.192871
	Iteration 3Q: 3 clusters Score -131067.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -131117.406250 Penalty: 2386.192871
	Iteration 4Q: 3 clusters Score -131117.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -131158.968750 Penalty: 2386.192871
	Iteration 5Q: 3 clusters Score -131159 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -131193.718750 Penalty: 2386.192871
	Iteration 6Q: 3 clusters Score -131193.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -131244.468750 Penalty: 2386.192871
	Iteration 7Q: 3 clusters Score -131244.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -131277.875000 Penalty: 2386.192871
	Iteration 8Q: 3 clusters Score -131277.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -131313.250000 Penalty: 2386.192871
	Iteration 9Q: 3 clusters Score -131313.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -131338.265625 Penalty: 2386.192871
	Iteration 10Q: 3 clusters Score -131338.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -131368.953125 Penalty: 2386.192871
	Iteration 11Q: 3 clusters Score -131369 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -131396.890625 Penalty: 2386.192871
	Iteration 12Q: 3 clusters Score -131396.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -131428.968750 Penalty: 2386.192871
	Iteration 13Q: 3 clusters Score -131429 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -131469.312500 Penalty: 2386.192871
	Iteration 14Q: 3 clusters Score -131469.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -131518.546875 Penalty: 2386.192871
	Iteration 15Q: 3 clusters Score -131518.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -131602.515625 Penalty: 2386.192871
	Iteration 16Q: 3 clusters Score -131602.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -131691.140625 Penalty: 2386.192871
	Iteration 17Q: 3 clusters Score -131691.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -131887.609375 Penalty: 2386.192871
	Iteration 18Q: 3 clusters Score -131887.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -132174.218750 Penalty: 2386.192871
	Iteration 19F: 3 clusters Score -132174.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -132389.046875 Penalty: 2386.192871
	Iteration 20F: 3 clusters Score -132389 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -132522.265625 Penalty: 2386.192871
	Iteration 21Q: 3 clusters Score -132522.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -132575.968750 Penalty: 2386.192871
	Iteration 22Q: 3 clusters Score -132576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -132604.468750 Penalty: 2386.192871
	Iteration 23Q: 3 clusters Score -132604.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -132606.187500 Penalty: 2386.192871
	Iteration 24Q: 3 clusters Score -132606.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -132606.812500 Penalty: 2386.192871
	Iteration 25Q: 3 clusters Score -132606.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -132606.812500 Penalty: 2386.192871
	Iteration 26F: 3 clusters Score -132606.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 51456 members 
Mstep: Class 3 contains 41981 members 
Mstep: Class 4 contains 177529 members 
Mstep: Class 5 contains 7312 members 
Mstep: Class 6 contains 14954 members 
Mstep: Class 7 contains 10796 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124518 members 
Mstep: Class 10 contains 33124 members 
Mstep: Class 11 contains 18391 members 
Mstep: Class 12 contains 41637 members 
Mstep: Class 13 contains 4381 members 
Mstep: Class 14 contains 1446 members 
Mstep: Class 15 contains 17619 members 
Mstep: Class 16 contains 21135 members 
Mstep: Class 17 contains 88121 members 
Mstep: Class 18 contains 60665 members 
Mstep: Class 19 contains 734 members 
Mstep: Class 20 contains 5739 members 
Mstep: Class 21 contains 1644 members 
Mstep: Class 22 contains 2397 members 
Mstep: Class 23 contains 61016 members 
Mstep: Class 24 contains 6384 members 
Mstep: Class 25 contains 12916 members 
Mstep: Class 26 contains 5712 members 
Mstep: Class 27 contains 1786 members 
Mstep: Class 28 contains 7296 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 69929 members 
Mstep: Class 31 contains 1654 members 
Mstep: Class 32 contains 14296 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1522 members 
Mstep: Class 35 contains 1043 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 7728 members 
Mstep: Class 39 contains 5558 members 
Mstep: Class 40 contains 4540 members 
Mstep: Class 41 contains 3431 members 
Mstep: Class 42 contains 810 members 
Entering Unmasked Estep 
Score: -84444936.000000 Penalty: 94000.359375
Splitting cluster 19 changes total score from -84445856.000000 to -84444936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (5739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Entering Unmasked Estep 
Score: -494198.250000 Penalty: 1406.444092
	Iteration 0F: 2 clusters Score -494198.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -489758.250000 Penalty: 2812.888184
	Iteration 0F: 3 clusters Score -489758.2 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -491063.718750 Penalty: 2812.888184
	Iteration 1F: 3 clusters Score -491063.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -491217.062500 Penalty: 2812.888184
	Iteration 2F: 3 clusters Score -491217.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -491330.875000 Penalty: 2812.888184
	Iteration 3Q: 3 clusters Score -491330.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -491440.375000 Penalty: 2812.888184
	Iteration 4Q: 3 clusters Score -491440.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -491517.343750 Penalty: 2812.888184
	Iteration 5Q: 3 clusters Score -491517.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -491585.968750 Penalty: 2812.888184
	Iteration 6Q: 3 clusters Score -491586 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -491657.750000 Penalty: 2812.888184
	Iteration 7Q: 3 clusters Score -491657.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -491743.562500 Penalty: 2812.888184
	Iteration 8Q: 3 clusters Score -491743.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -491837.781250 Penalty: 2812.888184
	Iteration 9Q: 3 clusters Score -491837.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -491944.500000 Penalty: 2812.888184
	Iteration 10Q: 3 clusters Score -491944.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -492087.593750 Penalty: 2812.888184
	Iteration 11Q: 3 clusters Score -492087.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -492250.625000 Penalty: 2812.888184
	Iteration 12Q: 3 clusters Score -492250.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -492430.468750 Penalty: 2812.888184
	Iteration 13Q: 3 clusters Score -492430.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -492618.531250 Penalty: 2812.888184
	Iteration 14Q: 3 clusters Score -492618.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -492798.281250 Penalty: 2812.888184
	Iteration 15Q: 3 clusters Score -492798.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -492980.593750 Penalty: 2812.888184
	Iteration 16Q: 3 clusters Score -492980.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -493130.093750 Penalty: 2812.888184
	Iteration 17Q: 3 clusters Score -493130.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -493271.531250 Penalty: 2812.888184
	Iteration 18Q: 3 clusters Score -493271.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -493384.187500 Penalty: 2812.888184
	Iteration 19Q: 3 clusters Score -493384.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -493458.187500 Penalty: 2812.888184
	Iteration 20F: 3 clusters Score -493458.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -493518.312500 Penalty: 2812.888184
	Iteration 21Q: 3 clusters Score -493518.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -493558.812500 Penalty: 2812.888184
	Iteration 22Q: 3 clusters Score -493558.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -493589.375000 Penalty: 2812.888184
	Iteration 23Q: 3 clusters Score -493589.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -493610.125000 Penalty: 2812.888184
	Iteration 24Q: 3 clusters Score -493610.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -493616.625000 Penalty: 2812.888184
	Iteration 25Q: 3 clusters Score -493616.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -493620.281250 Penalty: 2812.888184
	Iteration 26Q: 3 clusters Score -493620.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -493620.843750 Penalty: 2812.888184
	Iteration 27Q: 3 clusters Score -493620.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -493621.718750 Penalty: 2812.888184
	Iteration 28Q: 3 clusters Score -493621.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -493622.531250 Penalty: 2812.888184
	Iteration 29Q: 3 clusters Score -493622.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -493622.531250 Penalty: 2812.888184
	Iteration 30F: 3 clusters Score -493622.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Entering Unmasked Estep 
Score: -141307.734375 Penalty: 1203.294189
	Iteration 0F: 2 clusters Score -141307.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -139418.812500 Penalty: 2406.588379
	Iteration 0F: 3 clusters Score -139418.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -139836.515625 Penalty: 2406.588379
	Iteration 1F: 3 clusters Score -139836.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -139959.406250 Penalty: 2406.588379
	Iteration 2F: 3 clusters Score -139959.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -140019.421875 Penalty: 2406.588379
	Iteration 3Q: 3 clusters Score -140019.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -140064.109375 Penalty: 2406.588379
	Iteration 4Q: 3 clusters Score -140064.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -140099.703125 Penalty: 2406.588379
	Iteration 5Q: 3 clusters Score -140099.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -140139.546875 Penalty: 2406.588379
	Iteration 6Q: 3 clusters Score -140139.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -140172.046875 Penalty: 2406.588379
	Iteration 7Q: 3 clusters Score -140172 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -140204.562500 Penalty: 2406.588379
	Iteration 8Q: 3 clusters Score -140204.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -140238.531250 Penalty: 2406.588379
	Iteration 9Q: 3 clusters Score -140238.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -140272.328125 Penalty: 2406.588379
	Iteration 10Q: 3 clusters Score -140272.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -140313.718750 Penalty: 2406.588379
	Iteration 11Q: 3 clusters Score -140313.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -140351.843750 Penalty: 2406.588379
	Iteration 12Q: 3 clusters Score -140351.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -140388.968750 Penalty: 2406.588379
	Iteration 13Q: 3 clusters Score -140389 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -140420.015625 Penalty: 2406.588379
	Iteration 14Q: 3 clusters Score -140420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -140450.140625 Penalty: 2406.588379
	Iteration 15Q: 3 clusters Score -140450.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -140473.906250 Penalty: 2406.588379
	Iteration 16Q: 3 clusters Score -140473.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -140484.234375 Penalty: 2406.588379
	Iteration 17Q: 3 clusters Score -140484.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -140501.234375 Penalty: 2406.588379
	Iteration 18Q: 3 clusters Score -140501.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -140531.156250 Penalty: 2406.588379
	Iteration 19Q: 3 clusters Score -140531.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -140568.078125 Penalty: 2406.588379
	Iteration 20F: 3 clusters Score -140568.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -140593.984375 Penalty: 2406.588379
	Iteration 21Q: 3 clusters Score -140594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -140614.984375 Penalty: 2406.588379
	Iteration 22Q: 3 clusters Score -140615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -140627.312500 Penalty: 2406.588379
	Iteration 23Q: 3 clusters Score -140627.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -140632.921875 Penalty: 2406.588379
	Iteration 24Q: 3 clusters Score -140632.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -140633.750000 Penalty: 2406.588379
	Iteration 25Q: 3 clusters Score -140633.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -140635.640625 Penalty: 2406.588379
	Iteration 26Q: 3 clusters Score -140635.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -140639.718750 Penalty: 2406.588379
	Iteration 27Q: 3 clusters Score -140639.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -140640.859375 Penalty: 2406.588379
	Iteration 28Q: 3 clusters Score -140640.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -140641.250000 Penalty: 2406.588379
	Iteration 29Q: 3 clusters Score -140641.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -140641.250000 Penalty: 2406.588379
	Iteration 30F: 3 clusters Score -140641.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Entering Unmasked Estep 
Score: -174510.046875 Penalty: 1264.570679
	Iteration 0F: 2 clusters Score -174510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -172232.265625 Penalty: 2529.141357
	Iteration 0F: 3 clusters Score -172232.3 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -173047.812500 Penalty: 2529.141357
	Iteration 1F: 3 clusters Score -173047.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -173256.218750 Penalty: 2529.141357
	Iteration 2F: 3 clusters Score -173256.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -173420.468750 Penalty: 2529.141357
	Iteration 3F: 3 clusters Score -173420.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -173522.750000 Penalty: 2529.141357
	Iteration 4Q: 3 clusters Score -173522.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -173593.625000 Penalty: 2529.141357
	Iteration 5Q: 3 clusters Score -173593.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -173641.234375 Penalty: 2529.141357
	Iteration 6Q: 3 clusters Score -173641.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -173669.203125 Penalty: 2529.141357
	Iteration 7Q: 3 clusters Score -173669.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -173684.468750 Penalty: 2529.141357
	Iteration 8Q: 3 clusters Score -173684.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -173693.453125 Penalty: 2529.141357
	Iteration 9Q: 3 clusters Score -173693.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -173702.703125 Penalty: 2529.141357
	Iteration 10Q: 3 clusters Score -173702.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -173712.937500 Penalty: 2529.141357
	Iteration 11Q: 3 clusters Score -173712.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -173721.765625 Penalty: 2529.141357
	Iteration 12Q: 3 clusters Score -173721.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -173729.703125 Penalty: 2529.141357
	Iteration 13Q: 3 clusters Score -173729.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -173741.531250 Penalty: 2529.141357
	Iteration 14Q: 3 clusters Score -173741.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -173750.234375 Penalty: 2529.141357
	Iteration 15Q: 3 clusters Score -173750.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -173754.015625 Penalty: 2529.141357
	Iteration 16Q: 3 clusters Score -173754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -173755.359375 Penalty: 2529.141357
	Iteration 17Q: 3 clusters Score -173755.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -173756.781250 Penalty: 2529.141357
	Iteration 18Q: 3 clusters Score -173756.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -173757.546875 Penalty: 2529.141357
	Iteration 19Q: 3 clusters Score -173757.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -173757.515625 Penalty: 2529.141357
	Iteration 20F: 3 clusters Score -173757.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -173757.890625 Penalty: 2529.141357
	Iteration 21Q: 3 clusters Score -173757.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -173758.281250 Penalty: 2529.141357
	Iteration 22Q: 3 clusters Score -173758.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -173758.328125 Penalty: 2529.141357
	Iteration 23Q: 3 clusters Score -173758.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -173759.781250 Penalty: 2529.141357
	Iteration 24Q: 3 clusters Score -173759.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -173760.859375 Penalty: 2529.141357
	Iteration 25Q: 3 clusters Score -173760.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -173761.343750 Penalty: 2529.141357
	Iteration 26Q: 3 clusters Score -173761.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -173762.359375 Penalty: 2529.141357
	Iteration 27Q: 3 clusters Score -173762.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -173764.171875 Penalty: 2529.141357
	Iteration 28Q: 3 clusters Score -173764.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -173765.328125 Penalty: 2529.141357
	Iteration 29Q: 3 clusters Score -173765.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -173766.000000 Penalty: 2529.141357
	Iteration 30Q: 3 clusters Score -173766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -173766.984375 Penalty: 2529.141357
	Iteration 31Q: 3 clusters Score -173767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -173767.187500 Penalty: 2529.141357
	Iteration 32Q: 3 clusters Score -173767.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -173767.609375 Penalty: 2529.141357
	Iteration 33Q: 3 clusters Score -173767.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -173767.609375 Penalty: 2529.141357
	Iteration 34F: 3 clusters Score -173767.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (61016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61016 members 
Entering Unmasked Estep 
Score: -5609738.000000 Penalty: 1790.569824
	Iteration 0F: 2 clusters Score -5609738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -5568837.000000 Penalty: 3581.139648
	Iteration 0F: 3 clusters Score -5568837 nChanged 28858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -5585659.500000 Penalty: 3581.139648
	Iteration 1F: 3 clusters Score -5585660 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -5586780.000000 Penalty: 3581.139648
	Iteration 2Q: 3 clusters Score -5586780 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -5588589.500000 Penalty: 3581.139648
	Iteration 3F: 3 clusters Score -5588590 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -5591377.500000 Penalty: 3581.139648
	Iteration 4F: 3 clusters Score -5591378 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45773 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -5594728.500000 Penalty: 3581.139648
	Iteration 5F: 3 clusters Score -5594728 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -5598212.500000 Penalty: 3581.139648
	Iteration 6F: 3 clusters Score -5598212 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53633 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -5601247.000000 Penalty: 3581.139648
	Iteration 7F: 3 clusters Score -5601247 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56590 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -5603884.000000 Penalty: 3581.139648
	Iteration 8Q: 3 clusters Score -5603884 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58753 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -5605999.500000 Penalty: 3581.139648
	Iteration 9Q: 3 clusters Score -5606000 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60009 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5607210.500000 Penalty: 3581.139648
	Iteration 10Q: 3 clusters Score -5607210 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60531 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5607751.500000 Penalty: 3581.139648
	Iteration 11Q: 3 clusters Score -5607752 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60715 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5607976.000000 Penalty: 3581.139648
	Iteration 12Q: 3 clusters Score -5607976 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60772 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5608071.000000 Penalty: 3581.139648
	Iteration 13Q: 3 clusters Score -5608071 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60784 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5608096.000000 Penalty: 3581.139648
	Iteration 14Q: 3 clusters Score -5608096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60797 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5608108.500000 Penalty: 3581.139648
	Iteration 15Q: 3 clusters Score -5608108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60807 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -5608129.000000 Penalty: 3581.139648
	Iteration 16Q: 3 clusters Score -5608129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60814 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -5608148.000000 Penalty: 3581.139648
	Iteration 17Q: 3 clusters Score -5608148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60819 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5608164.000000 Penalty: 3581.139648
	Iteration 18Q: 3 clusters Score -5608164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60823 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5608174.500000 Penalty: 3581.139648
	Iteration 19Q: 3 clusters Score -5608174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60824 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -5608173.500000 Penalty: 3581.139648
	Iteration 20F: 3 clusters Score -5608174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60827 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -5608176.500000 Penalty: 3581.139648
	Iteration 21Q: 3 clusters Score -5608176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60828 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -5608176.500000 Penalty: 3581.139648
	Iteration 22Q: 3 clusters Score -5608176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60826 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -5608182.500000 Penalty: 3581.139648
	Iteration 23Q: 3 clusters Score -5608182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60826 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -5608182.500000 Penalty: 3581.139648
	Iteration 24F: 3 clusters Score -5608182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Entering Unmasked Estep 
Score: -573344.437500 Penalty: 1423.751831
	Iteration 0F: 2 clusters Score -573344.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -568522.250000 Penalty: 2847.503662
	Iteration 0F: 3 clusters Score -568522.2 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -570100.875000 Penalty: 2847.503662
	Iteration 1F: 3 clusters Score -570100.9 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -570700.250000 Penalty: 2847.503662
	Iteration 2F: 3 clusters Score -570700.2 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -571477.250000 Penalty: 2847.503662
	Iteration 3F: 3 clusters Score -571477.2 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -572283.187500 Penalty: 2847.503662
	Iteration 4F: 3 clusters Score -572283.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -572952.562500 Penalty: 2847.503662
	Iteration 5F: 3 clusters Score -572952.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -573316.375000 Penalty: 2847.503662
	Iteration 6F: 3 clusters Score -573316.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -573464.125000 Penalty: 2847.503662
	Iteration 7Q: 3 clusters Score -573464.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -573516.937500 Penalty: 2847.503662
	Iteration 8Q: 3 clusters Score -573516.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -573545.375000 Penalty: 2847.503662
	Iteration 9Q: 3 clusters Score -573545.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -573565.125000 Penalty: 2847.503662
	Iteration 10Q: 3 clusters Score -573565.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -573578.750000 Penalty: 2847.503662
	Iteration 11Q: 3 clusters Score -573578.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -573587.312500 Penalty: 2847.503662
	Iteration 12Q: 3 clusters Score -573587.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -573590.937500 Penalty: 2847.503662
	Iteration 13Q: 3 clusters Score -573590.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -573595.500000 Penalty: 2847.503662
	Iteration 14Q: 3 clusters Score -573595.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -573599.625000 Penalty: 2847.503662
	Iteration 15Q: 3 clusters Score -573599.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -573605.875000 Penalty: 2847.503662
	Iteration 16Q: 3 clusters Score -573605.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -573612.875000 Penalty: 2847.503662
	Iteration 17Q: 3 clusters Score -573612.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -573617.625000 Penalty: 2847.503662
	Iteration 18Q: 3 clusters Score -573617.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -573623.187500 Penalty: 2847.503662
	Iteration 19Q: 3 clusters Score -573623.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -573634.812500 Penalty: 2847.503662
	Iteration 20F: 3 clusters Score -573634.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -573648.500000 Penalty: 2847.503662
	Iteration 21Q: 3 clusters Score -573648.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -573658.875000 Penalty: 2847.503662
	Iteration 22Q: 3 clusters Score -573658.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -573667.812500 Penalty: 2847.503662
	Iteration 23Q: 3 clusters Score -573667.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -573673.875000 Penalty: 2847.503662
	Iteration 24Q: 3 clusters Score -573673.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -573679.312500 Penalty: 2847.503662
	Iteration 25Q: 3 clusters Score -573679.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -573680.687500 Penalty: 2847.503662
	Iteration 26Q: 3 clusters Score -573680.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -573682.625000 Penalty: 2847.503662
	Iteration 27Q: 3 clusters Score -573682.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -573686.375000 Penalty: 2847.503662
	Iteration 28Q: 3 clusters Score -573686.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -573690.750000 Penalty: 2847.503662
	Iteration 29Q: 3 clusters Score -573690.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -573695.437500 Penalty: 2847.503662
	Iteration 30Q: 3 clusters Score -573695.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -573701.125000 Penalty: 2847.503662
	Iteration 31Q: 3 clusters Score -573701.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -573707.562500 Penalty: 2847.503662
	Iteration 32Q: 3 clusters Score -573707.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -573712.375000 Penalty: 2847.503662
	Iteration 33Q: 3 clusters Score -573712.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -573719.250000 Penalty: 2847.503662
	Iteration 34Q: 3 clusters Score -573719.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -573723.312500 Penalty: 2847.503662
	Iteration 35Q: 3 clusters Score -573723.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -573727.187500 Penalty: 2847.503662
	Iteration 36Q: 3 clusters Score -573727.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -573729.875000 Penalty: 2847.503662
	Iteration 37Q: 3 clusters Score -573729.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -573731.437500 Penalty: 2847.503662
	Iteration 38Q: 3 clusters Score -573731.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -573734.000000 Penalty: 2847.503662
	Iteration 39Q: 3 clusters Score -573734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -573734.375000 Penalty: 2847.503662
	Iteration 40F: 3 clusters Score -573734.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -573735.937500 Penalty: 2847.503662
	Iteration 41Q: 3 clusters Score -573735.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -573736.375000 Penalty: 2847.503662
	Iteration 42Q: 3 clusters Score -573736.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -573737.375000 Penalty: 2847.503662
	Iteration 43Q: 3 clusters Score -573737.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -573737.312500 Penalty: 2847.503662
	Iteration 44Q: 3 clusters Score -573737.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -573739.000000 Penalty: 2847.503662
	Iteration 45Q: 3 clusters Score -573739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -573739.000000 Penalty: 2847.503662
	Iteration 46Q: 3 clusters Score -573739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -573739.000000 Penalty: 2847.503662
	Iteration 47F: 3 clusters Score -573739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 51456 members 
Mstep: Class 3 contains 41981 members 
Mstep: Class 4 contains 177529 members 
Mstep: Class 5 contains 7312 members 
Mstep: Class 6 contains 14954 members 
Mstep: Class 7 contains 10796 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124518 members 
Mstep: Class 10 contains 33124 members 
Mstep: Class 11 contains 18391 members 
Mstep: Class 12 contains 41637 members 
Mstep: Class 13 contains 4381 members 
Mstep: Class 14 contains 1446 members 
Mstep: Class 15 contains 17619 members 
Mstep: Class 16 contains 21135 members 
Mstep: Class 17 contains 88121 members 
Mstep: Class 18 contains 60665 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 5739 members 
Mstep: Class 21 contains 1644 members 
Mstep: Class 22 contains 2397 members 
Mstep: Class 23 contains 61016 members 
Mstep: Class 24 contains 1869 members 
Mstep: Class 25 contains 12916 members 
Mstep: Class 26 contains 5712 members 
Mstep: Class 27 contains 1786 members 
Mstep: Class 28 contains 7296 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 69929 members 
Mstep: Class 31 contains 1654 members 
Mstep: Class 32 contains 14296 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1522 members 
Mstep: Class 35 contains 1043 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 7728 members 
Mstep: Class 39 contains 5558 members 
Mstep: Class 40 contains 4540 members 
Mstep: Class 41 contains 3431 members 
Mstep: Class 42 contains 4515 members 
Entering Unmasked Estep 
Score: -84445280.000000 Penalty: 94000.359375
Splitting cluster 24 changes total score from -84445856.000000 to -84445280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (12916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Entering Unmasked Estep 
Score: -1167433.500000 Penalty: 1538.260986
	Iteration 0F: 2 clusters Score -1167434 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 6443 members 
Entering Unmasked Estep 
Score: -1158384.500000 Penalty: 3076.521973
	Iteration 0F: 3 clusters Score -1158384 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1161526.375000 Penalty: 3076.521973
	Iteration 1F: 3 clusters Score -1161526 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1161962.625000 Penalty: 3076.521973
	Iteration 2F: 3 clusters Score -1161963 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1162460.875000 Penalty: 3076.521973
	Iteration 3F: 3 clusters Score -1162461 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1163071.500000 Penalty: 3076.521973
	Iteration 4F: 3 clusters Score -1163072 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1163774.250000 Penalty: 3076.521973
	Iteration 5F: 3 clusters Score -1163774 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1164619.250000 Penalty: 3076.521973
	Iteration 6F: 3 clusters Score -1164619 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1165355.500000 Penalty: 3076.521973
	Iteration 7F: 3 clusters Score -1165356 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1165999.500000 Penalty: 3076.521973
	Iteration 8F: 3 clusters Score -1166000 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1166458.375000 Penalty: 3076.521973
	Iteration 9Q: 3 clusters Score -1166458 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1166706.625000 Penalty: 3076.521973
	Iteration 10Q: 3 clusters Score -1166707 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1166834.375000 Penalty: 3076.521973
	Iteration 11Q: 3 clusters Score -1166834 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1166908.125000 Penalty: 3076.521973
	Iteration 12Q: 3 clusters Score -1166908 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1166945.250000 Penalty: 3076.521973
	Iteration 13Q: 3 clusters Score -1166945 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1166972.000000 Penalty: 3076.521973
	Iteration 14Q: 3 clusters Score -1166972 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1166989.000000 Penalty: 3076.521973
	Iteration 15Q: 3 clusters Score -1166989 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1166999.500000 Penalty: 3076.521973
	Iteration 16Q: 3 clusters Score -1167000 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1167008.000000 Penalty: 3076.521973
	Iteration 17Q: 3 clusters Score -1167008 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1167005.500000 Penalty: 3076.521973
	Iteration 18Q: 3 clusters Score -1167006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1167011.125000 Penalty: 3076.521973
	Iteration 19Q: 3 clusters Score -1167011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1167010.000000 Penalty: 3076.521973
	Iteration 20F: 3 clusters Score -1167010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1167011.500000 Penalty: 3076.521973
	Iteration 21Q: 3 clusters Score -1167012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1167009.500000 Penalty: 3076.521973
	Iteration 22Q: 3 clusters Score -1167010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1167010.750000 Penalty: 3076.521973
	Iteration 23Q: 3 clusters Score -1167011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1167013.625000 Penalty: 3076.521973
	Iteration 24Q: 3 clusters Score -1167014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1167012.000000 Penalty: 3076.521973
	Iteration 25Q: 3 clusters Score -1167012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1167014.875000 Penalty: 3076.521973
	Iteration 26Q: 3 clusters Score -1167015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1167014.875000 Penalty: 3076.521973
	Iteration 27F: 3 clusters Score -1167015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Entering Unmasked Estep 
Score: -496983.000000 Penalty: 1405.677734
	Iteration 0F: 2 clusters Score -496983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -492584.812500 Penalty: 2811.355469
	Iteration 0F: 3 clusters Score -492584.8 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -494217.531250 Penalty: 2811.355469
	Iteration 1F: 3 clusters Score -494217.5 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -494848.781250 Penalty: 2811.355469
	Iteration 2F: 3 clusters Score -494848.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -495425.937500 Penalty: 2811.355469
	Iteration 3F: 3 clusters Score -495425.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -495869.218750 Penalty: 2811.355469
	Iteration 4F: 3 clusters Score -495869.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -496153.781250 Penalty: 2811.355469
	Iteration 5F: 3 clusters Score -496153.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -496306.687500 Penalty: 2811.355469
	Iteration 6Q: 3 clusters Score -496306.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -496415.843750 Penalty: 2811.355469
	Iteration 7Q: 3 clusters Score -496415.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -496499.812500 Penalty: 2811.355469
	Iteration 8Q: 3 clusters Score -496499.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -496568.093750 Penalty: 2811.355469
	Iteration 9Q: 3 clusters Score -496568.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -496644.812500 Penalty: 2811.355469
	Iteration 10Q: 3 clusters Score -496644.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -496712.531250 Penalty: 2811.355469
	Iteration 11Q: 3 clusters Score -496712.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -496762.406250 Penalty: 2811.355469
	Iteration 12Q: 3 clusters Score -496762.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -496794.156250 Penalty: 2811.355469
	Iteration 13Q: 3 clusters Score -496794.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -496811.750000 Penalty: 2811.355469
	Iteration 14Q: 3 clusters Score -496811.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -496825.031250 Penalty: 2811.355469
	Iteration 15Q: 3 clusters Score -496825 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -496838.906250 Penalty: 2811.355469
	Iteration 16Q: 3 clusters Score -496838.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -496862.968750 Penalty: 2811.355469
	Iteration 17Q: 3 clusters Score -496863 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -496880.218750 Penalty: 2811.355469
	Iteration 18Q: 3 clusters Score -496880.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -496897.406250 Penalty: 2811.355469
	Iteration 19Q: 3 clusters Score -496897.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -496913.343750 Penalty: 2811.355469
	Iteration 20F: 3 clusters Score -496913.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -496932.250000 Penalty: 2811.355469
	Iteration 21Q: 3 clusters Score -496932.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -496950.437500 Penalty: 2811.355469
	Iteration 22Q: 3 clusters Score -496950.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -496962.562500 Penalty: 2811.355469
	Iteration 23Q: 3 clusters Score -496962.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -496969.312500 Penalty: 2811.355469
	Iteration 24Q: 3 clusters Score -496969.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -496974.750000 Penalty: 2811.355469
	Iteration 25Q: 3 clusters Score -496974.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -496980.906250 Penalty: 2811.355469
	Iteration 26Q: 3 clusters Score -496980.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -496985.531250 Penalty: 2811.355469
	Iteration 27Q: 3 clusters Score -496985.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -496991.718750 Penalty: 2811.355469
	Iteration 28Q: 3 clusters Score -496991.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -496996.843750 Penalty: 2811.355469
	Iteration 29Q: 3 clusters Score -496996.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -497000.875000 Penalty: 2811.355469
	Iteration 30Q: 3 clusters Score -497000.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -497001.906250 Penalty: 2811.355469
	Iteration 31Q: 3 clusters Score -497001.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -497002.781250 Penalty: 2811.355469
	Iteration 32Q: 3 clusters Score -497002.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -497002.281250 Penalty: 2811.355469
	Iteration 33Q: 3 clusters Score -497002.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -497001.500000 Penalty: 2811.355469
	Iteration 34Q: 3 clusters Score -497001.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -497002.500000 Penalty: 2811.355469
	Iteration 35Q: 3 clusters Score -497002.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -497003.656250 Penalty: 2811.355469
	Iteration 36Q: 3 clusters Score -497003.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -497004.500000 Penalty: 2811.355469
	Iteration 37Q: 3 clusters Score -497004.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -497004.500000 Penalty: 2811.355469
	Iteration 38F: 3 clusters Score -497004.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 51456 members 
Mstep: Class 3 contains 41981 members 
Mstep: Class 4 contains 177529 members 
Mstep: Class 5 contains 7312 members 
Mstep: Class 6 contains 14954 members 
Mstep: Class 7 contains 10796 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124518 members 
Mstep: Class 10 contains 33124 members 
Mstep: Class 11 contains 18391 members 
Mstep: Class 12 contains 41637 members 
Mstep: Class 13 contains 4381 members 
Mstep: Class 14 contains 1446 members 
Mstep: Class 15 contains 17619 members 
Mstep: Class 16 contains 21135 members 
Mstep: Class 17 contains 88121 members 
Mstep: Class 18 contains 60665 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 5739 members 
Mstep: Class 21 contains 1644 members 
Mstep: Class 22 contains 2397 members 
Mstep: Class 23 contains 61016 members 
Mstep: Class 24 contains 6384 members 
Mstep: Class 25 contains 12916 members 
Mstep: Class 26 contains 1709 members 
Mstep: Class 27 contains 1786 members 
Mstep: Class 28 contains 7296 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 69929 members 
Mstep: Class 31 contains 1654 members 
Mstep: Class 32 contains 14296 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1522 members 
Mstep: Class 35 contains 1043 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 7728 members 
Mstep: Class 39 contains 5558 members 
Mstep: Class 40 contains 4540 members 
Mstep: Class 41 contains 3431 members 
Mstep: Class 42 contains 4003 members 
Entering Unmasked Estep 
Score: -84444872.000000 Penalty: 94000.359375
Splitting cluster 26 changes total score from -84445856.000000 to -84444872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (1786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Entering Unmasked Estep 
Score: -128502.460938 Penalty: 1216.756714
	Iteration 0F: 2 clusters Score -128502.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -126653.156250 Penalty: 2433.513428
	Iteration 0F: 3 clusters Score -126653.2 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -127246.492188 Penalty: 2433.513428
	Iteration 1F: 3 clusters Score -127246.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -127433.601562 Penalty: 2433.513428
	Iteration 2F: 3 clusters Score -127433.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -127578.367188 Penalty: 2433.513428
	Iteration 3F: 3 clusters Score -127578.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -127671.156250 Penalty: 2433.513428
	Iteration 4Q: 3 clusters Score -127671.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -127727.796875 Penalty: 2433.513428
	Iteration 5Q: 3 clusters Score -127727.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -127758.882812 Penalty: 2433.513428
	Iteration 6Q: 3 clusters Score -127758.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -127776.453125 Penalty: 2433.513428
	Iteration 7Q: 3 clusters Score -127776.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -127785.320312 Penalty: 2433.513428
	Iteration 8Q: 3 clusters Score -127785.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -127794.382812 Penalty: 2433.513428
	Iteration 9Q: 3 clusters Score -127794.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -127804.515625 Penalty: 2433.513428
	Iteration 10Q: 3 clusters Score -127804.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -127809.703125 Penalty: 2433.513428
	Iteration 11Q: 3 clusters Score -127809.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -127815.500000 Penalty: 2433.513428
	Iteration 12Q: 3 clusters Score -127815.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -127819.953125 Penalty: 2433.513428
	Iteration 13Q: 3 clusters Score -127820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -127823.726562 Penalty: 2433.513428
	Iteration 14Q: 3 clusters Score -127823.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -127829.507812 Penalty: 2433.513428
	Iteration 15Q: 3 clusters Score -127829.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -127840.171875 Penalty: 2433.513428
	Iteration 16Q: 3 clusters Score -127840.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -127848.757812 Penalty: 2433.513428
	Iteration 17Q: 3 clusters Score -127848.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -127860.843750 Penalty: 2433.513428
	Iteration 18Q: 3 clusters Score -127860.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -127868.257812 Penalty: 2433.513428
	Iteration 19Q: 3 clusters Score -127868.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -127876.406250 Penalty: 2433.513428
	Iteration 20F: 3 clusters Score -127876.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -127883.601562 Penalty: 2433.513428
	Iteration 21Q: 3 clusters Score -127883.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -127891.703125 Penalty: 2433.513428
	Iteration 22Q: 3 clusters Score -127891.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -127894.406250 Penalty: 2433.513428
	Iteration 23Q: 3 clusters Score -127894.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -127898.289062 Penalty: 2433.513428
	Iteration 24Q: 3 clusters Score -127898.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -127902.468750 Penalty: 2433.513428
	Iteration 25Q: 3 clusters Score -127902.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -127905.406250 Penalty: 2433.513428
	Iteration 26Q: 3 clusters Score -127905.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -127911.218750 Penalty: 2433.513428
	Iteration 27Q: 3 clusters Score -127911.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -127915.039062 Penalty: 2433.513428
	Iteration 28Q: 3 clusters Score -127915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -127919.570312 Penalty: 2433.513428
	Iteration 29Q: 3 clusters Score -127919.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -127922.421875 Penalty: 2433.513428
	Iteration 30Q: 3 clusters Score -127922.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -127927.406250 Penalty: 2433.513428
	Iteration 31Q: 3 clusters Score -127927.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -127930.640625 Penalty: 2433.513428
	Iteration 32Q: 3 clusters Score -127930.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -127934.015625 Penalty: 2433.513428
	Iteration 33Q: 3 clusters Score -127934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -127937.210938 Penalty: 2433.513428
	Iteration 34Q: 3 clusters Score -127937.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -127942.476562 Penalty: 2433.513428
	Iteration 35Q: 3 clusters Score -127942.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -127948.546875 Penalty: 2433.513428
	Iteration 36Q: 3 clusters Score -127948.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -127953.132812 Penalty: 2433.513428
	Iteration 37Q: 3 clusters Score -127953.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -127956.960938 Penalty: 2433.513428
	Iteration 38Q: 3 clusters Score -127957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -127962.601562 Penalty: 2433.513428
	Iteration 39Q: 3 clusters Score -127962.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -127969.289062 Penalty: 2433.513428
	Iteration 40F: 3 clusters Score -127969.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -127974.140625 Penalty: 2433.513428
	Iteration 41Q: 3 clusters Score -127974.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -127979.414062 Penalty: 2433.513428
	Iteration 42Q: 3 clusters Score -127979.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -127984.671875 Penalty: 2433.513428
	Iteration 43Q: 3 clusters Score -127984.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -127988.882812 Penalty: 2433.513428
	Iteration 44Q: 3 clusters Score -127988.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -127991.242188 Penalty: 2433.513428
	Iteration 45Q: 3 clusters Score -127991.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -127995.062500 Penalty: 2433.513428
	Iteration 46Q: 3 clusters Score -127995.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -127996.890625 Penalty: 2433.513428
	Iteration 47Q: 3 clusters Score -127996.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -128002.500000 Penalty: 2433.513428
	Iteration 48Q: 3 clusters Score -128002.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -128007.710938 Penalty: 2433.513428
	Iteration 49Q: 3 clusters Score -128007.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -128010.046875 Penalty: 2433.513428
	Iteration 50Q: 3 clusters Score -128010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -128013.046875 Penalty: 2433.513428
	Iteration 51Q: 3 clusters Score -128013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -128014.234375 Penalty: 2433.513428
	Iteration 52Q: 3 clusters Score -128014.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -128015.929688 Penalty: 2433.513428
	Iteration 53Q: 3 clusters Score -128015.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -128018.929688 Penalty: 2433.513428
	Iteration 54Q: 3 clusters Score -128018.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -128021.265625 Penalty: 2433.513428
	Iteration 55Q: 3 clusters Score -128021.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -128024.851562 Penalty: 2433.513428
	Iteration 56Q: 3 clusters Score -128024.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -128031.617188 Penalty: 2433.513428
	Iteration 57Q: 3 clusters Score -128031.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -128041.031250 Penalty: 2433.513428
	Iteration 58Q: 3 clusters Score -128041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -128045.765625 Penalty: 2433.513428
	Iteration 59Q: 3 clusters Score -128045.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -128047.968750 Penalty: 2433.513428
	Iteration 60F: 3 clusters Score -128048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -128050.445312 Penalty: 2433.513428
	Iteration 61Q: 3 clusters Score -128050.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -128056.125000 Penalty: 2433.513428
	Iteration 62Q: 3 clusters Score -128056.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -128063.898438 Penalty: 2433.513428
	Iteration 63Q: 3 clusters Score -128063.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -128070.898438 Penalty: 2433.513428
	Iteration 64Q: 3 clusters Score -128070.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -128087.695312 Penalty: 2433.513428
	Iteration 65Q: 3 clusters Score -128087.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -128099.109375 Penalty: 2433.513428
	Iteration 66Q: 3 clusters Score -128099.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -128105.070312 Penalty: 2433.513428
	Iteration 67Q: 3 clusters Score -128105.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -128107.632812 Penalty: 2433.513428
	Iteration 68Q: 3 clusters Score -128107.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -128112.695312 Penalty: 2433.513428
	Iteration 69Q: 3 clusters Score -128112.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -128113.429688 Penalty: 2433.513428
	Iteration 70Q: 3 clusters Score -128113.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -128114.562500 Penalty: 2433.513428
	Iteration 71Q: 3 clusters Score -128114.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -128115.203125 Penalty: 2433.513428
	Iteration 72Q: 3 clusters Score -128115.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -128115.203125 Penalty: 2433.513428
	Iteration 73F: 3 clusters Score -128115.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Entering Unmasked Estep 
Score: -662421.375000 Penalty: 1445.450806
	Iteration 0F: 2 clusters Score -662421.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -656996.500000 Penalty: 2890.901611
	Iteration 0F: 3 clusters Score -656996.5 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -658663.937500 Penalty: 2890.901611
	Iteration 1F: 3 clusters Score -658663.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -658880.625000 Penalty: 2890.901611
	Iteration 2F: 3 clusters Score -658880.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -659063.250000 Penalty: 2890.901611
	Iteration 3Q: 3 clusters Score -659063.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -659237.750000 Penalty: 2890.901611
	Iteration 4Q: 3 clusters Score -659237.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -659458.437500 Penalty: 2890.901611
	Iteration 5Q: 3 clusters Score -659458.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -659664.187500 Penalty: 2890.901611
	Iteration 6Q: 3 clusters Score -659664.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -659840.812500 Penalty: 2890.901611
	Iteration 7Q: 3 clusters Score -659840.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -660016.562500 Penalty: 2890.901611
	Iteration 8Q: 3 clusters Score -660016.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -660156.562500 Penalty: 2890.901611
	Iteration 9Q: 3 clusters Score -660156.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -660265.000000 Penalty: 2890.901611
	Iteration 10Q: 3 clusters Score -660265 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -660332.687500 Penalty: 2890.901611
	Iteration 11Q: 3 clusters Score -660332.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -660381.062500 Penalty: 2890.901611
	Iteration 12Q: 3 clusters Score -660381.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -660424.000000 Penalty: 2890.901611
	Iteration 13Q: 3 clusters Score -660424 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -660460.625000 Penalty: 2890.901611
	Iteration 14Q: 3 clusters Score -660460.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -660481.812500 Penalty: 2890.901611
	Iteration 15Q: 3 clusters Score -660481.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -660494.625000 Penalty: 2890.901611
	Iteration 16Q: 3 clusters Score -660494.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -660503.500000 Penalty: 2890.901611
	Iteration 17Q: 3 clusters Score -660503.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -660515.437500 Penalty: 2890.901611
	Iteration 18Q: 3 clusters Score -660515.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -660526.187500 Penalty: 2890.901611
	Iteration 19Q: 3 clusters Score -660526.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -660540.250000 Penalty: 2890.901611
	Iteration 20F: 3 clusters Score -660540.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -660548.687500 Penalty: 2890.901611
	Iteration 21Q: 3 clusters Score -660548.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -660556.125000 Penalty: 2890.901611
	Iteration 22Q: 3 clusters Score -660556.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -660561.250000 Penalty: 2890.901611
	Iteration 23Q: 3 clusters Score -660561.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -660569.500000 Penalty: 2890.901611
	Iteration 24Q: 3 clusters Score -660569.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -660578.437500 Penalty: 2890.901611
	Iteration 25Q: 3 clusters Score -660578.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -660588.062500 Penalty: 2890.901611
	Iteration 26Q: 3 clusters Score -660588.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -660590.625000 Penalty: 2890.901611
	Iteration 27Q: 3 clusters Score -660590.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -660597.312500 Penalty: 2890.901611
	Iteration 28Q: 3 clusters Score -660597.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -660602.312500 Penalty: 2890.901611
	Iteration 29Q: 3 clusters Score -660602.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -660609.812500 Penalty: 2890.901611
	Iteration 30Q: 3 clusters Score -660609.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -660617.562500 Penalty: 2890.901611
	Iteration 31Q: 3 clusters Score -660617.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -660623.250000 Penalty: 2890.901611
	Iteration 32Q: 3 clusters Score -660623.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -660627.687500 Penalty: 2890.901611
	Iteration 33Q: 3 clusters Score -660627.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -660632.000000 Penalty: 2890.901611
	Iteration 34Q: 3 clusters Score -660632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -660635.125000 Penalty: 2890.901611
	Iteration 35Q: 3 clusters Score -660635.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -660642.000000 Penalty: 2890.901611
	Iteration 36Q: 3 clusters Score -660642 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -660650.625000 Penalty: 2890.901611
	Iteration 37Q: 3 clusters Score -660650.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -660659.750000 Penalty: 2890.901611
	Iteration 38Q: 3 clusters Score -660659.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -660669.875000 Penalty: 2890.901611
	Iteration 39Q: 3 clusters Score -660669.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -660679.375000 Penalty: 2890.901611
	Iteration 40F: 3 clusters Score -660679.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -660690.437500 Penalty: 2890.901611
	Iteration 41Q: 3 clusters Score -660690.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -660699.937500 Penalty: 2890.901611
	Iteration 42Q: 3 clusters Score -660699.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -660707.562500 Penalty: 2890.901611
	Iteration 43Q: 3 clusters Score -660707.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -660717.562500 Penalty: 2890.901611
	Iteration 44Q: 3 clusters Score -660717.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -660723.312500 Penalty: 2890.901611
	Iteration 45Q: 3 clusters Score -660723.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -660728.625000 Penalty: 2890.901611
	Iteration 46Q: 3 clusters Score -660728.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -660734.187500 Penalty: 2890.901611
	Iteration 47Q: 3 clusters Score -660734.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -660739.937500 Penalty: 2890.901611
	Iteration 48Q: 3 clusters Score -660739.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -660744.250000 Penalty: 2890.901611
	Iteration 49Q: 3 clusters Score -660744.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -660747.062500 Penalty: 2890.901611
	Iteration 50Q: 3 clusters Score -660747.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -660750.750000 Penalty: 2890.901611
	Iteration 51Q: 3 clusters Score -660750.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -660756.500000 Penalty: 2890.901611
	Iteration 52Q: 3 clusters Score -660756.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -660764.187500 Penalty: 2890.901611
	Iteration 53Q: 3 clusters Score -660764.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -660770.625000 Penalty: 2890.901611
	Iteration 54Q: 3 clusters Score -660770.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -660777.375000 Penalty: 2890.901611
	Iteration 55Q: 3 clusters Score -660777.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -660784.375000 Penalty: 2890.901611
	Iteration 56Q: 3 clusters Score -660784.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -660793.562500 Penalty: 2890.901611
	Iteration 57Q: 3 clusters Score -660793.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -660802.750000 Penalty: 2890.901611
	Iteration 58Q: 3 clusters Score -660802.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -660808.437500 Penalty: 2890.901611
	Iteration 59Q: 3 clusters Score -660808.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -660814.312500 Penalty: 2890.901611
	Iteration 60F: 3 clusters Score -660814.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -660821.375000 Penalty: 2890.901611
	Iteration 61Q: 3 clusters Score -660821.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -660827.812500 Penalty: 2890.901611
	Iteration 62Q: 3 clusters Score -660827.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -660837.875000 Penalty: 2890.901611
	Iteration 63Q: 3 clusters Score -660837.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -660842.937500 Penalty: 2890.901611
	Iteration 64Q: 3 clusters Score -660842.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -660845.625000 Penalty: 2890.901611
	Iteration 65Q: 3 clusters Score -660845.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -660850.375000 Penalty: 2890.901611
	Iteration 66Q: 3 clusters Score -660850.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -660852.812500 Penalty: 2890.901611
	Iteration 67Q: 3 clusters Score -660852.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -660854.750000 Penalty: 2890.901611
	Iteration 68Q: 3 clusters Score -660854.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -660858.812500 Penalty: 2890.901611
	Iteration 69Q: 3 clusters Score -660858.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -660860.312500 Penalty: 2890.901611
	Iteration 70Q: 3 clusters Score -660860.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -660862.500000 Penalty: 2890.901611
	Iteration 71Q: 3 clusters Score -660862.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -660867.750000 Penalty: 2890.901611
	Iteration 72Q: 3 clusters Score -660867.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -660872.000000 Penalty: 2890.901611
	Iteration 73Q: 3 clusters Score -660872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -660880.312500 Penalty: 2890.901611
	Iteration 74Q: 3 clusters Score -660880.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -660888.250000 Penalty: 2890.901611
	Iteration 75Q: 3 clusters Score -660888.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -660892.437500 Penalty: 2890.901611
	Iteration 76Q: 3 clusters Score -660892.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -660894.562500 Penalty: 2890.901611
	Iteration 77Q: 3 clusters Score -660894.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -660896.625000 Penalty: 2890.901611
	Iteration 78Q: 3 clusters Score -660896.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -660897.875000 Penalty: 2890.901611
	Iteration 79Q: 3 clusters Score -660897.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -660900.812500 Penalty: 2890.901611
	Iteration 80F: 3 clusters Score -660900.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -660905.812500 Penalty: 2890.901611
	Iteration 81Q: 3 clusters Score -660905.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -660913.687500 Penalty: 2890.901611
	Iteration 82Q: 3 clusters Score -660913.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -660918.687500 Penalty: 2890.901611
	Iteration 83Q: 3 clusters Score -660918.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -660924.937500 Penalty: 2890.901611
	Iteration 84Q: 3 clusters Score -660924.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -660931.875000 Penalty: 2890.901611
	Iteration 85Q: 3 clusters Score -660931.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -660939.750000 Penalty: 2890.901611
	Iteration 86Q: 3 clusters Score -660939.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -660945.187500 Penalty: 2890.901611
	Iteration 87Q: 3 clusters Score -660945.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -660948.125000 Penalty: 2890.901611
	Iteration 88Q: 3 clusters Score -660948.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -660950.250000 Penalty: 2890.901611
	Iteration 89Q: 3 clusters Score -660950.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -660953.625000 Penalty: 2890.901611
	Iteration 90Q: 3 clusters Score -660953.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -660959.875000 Penalty: 2890.901611
	Iteration 91Q: 3 clusters Score -660959.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -660967.437500 Penalty: 2890.901611
	Iteration 92Q: 3 clusters Score -660967.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -660975.062500 Penalty: 2890.901611
	Iteration 93Q: 3 clusters Score -660975.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -660980.812500 Penalty: 2890.901611
	Iteration 94Q: 3 clusters Score -660980.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -660989.562500 Penalty: 2890.901611
	Iteration 95Q: 3 clusters Score -660989.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -660995.000000 Penalty: 2890.901611
	Iteration 96Q: 3 clusters Score -660995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -660998.812500 Penalty: 2890.901611
	Iteration 97Q: 3 clusters Score -660998.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -660999.875000 Penalty: 2890.901611
	Iteration 98Q: 3 clusters Score -660999.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -661003.500000 Penalty: 2890.901611
	Iteration 99Q: 3 clusters Score -661003.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -661004.562500 Penalty: 2890.901611
	Iteration 100F: 3 clusters Score -661004.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -661007.500000 Penalty: 2890.901611
	Iteration 101Q: 3 clusters Score -661007.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -661009.000000 Penalty: 2890.901611
	Iteration 102Q: 3 clusters Score -661009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -661010.562500 Penalty: 2890.901611
	Iteration 103Q: 3 clusters Score -661010.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -661012.500000 Penalty: 2890.901611
	Iteration 104Q: 3 clusters Score -661012.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -661012.375000 Penalty: 2890.901611
	Iteration 105Q: 3 clusters Score -661012.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -661014.000000 Penalty: 2890.901611
	Iteration 106Q: 3 clusters Score -661014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -661013.500000 Penalty: 2890.901611
	Iteration 107Q: 3 clusters Score -661013.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -661014.750000 Penalty: 2890.901611
	Iteration 108Q: 3 clusters Score -661014.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -661015.312500 Penalty: 2890.901611
	Iteration 109Q: 3 clusters Score -661015.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -661017.562500 Penalty: 2890.901611
	Iteration 110Q: 3 clusters Score -661017.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -661018.062500 Penalty: 2890.901611
	Iteration 111Q: 3 clusters Score -661018.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -661019.875000 Penalty: 2890.901611
	Iteration 112Q: 3 clusters Score -661019.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -661021.312500 Penalty: 2890.901611
	Iteration 113Q: 3 clusters Score -661021.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -661020.687500 Penalty: 2890.901611
	Iteration 114Q: 3 clusters Score -661020.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -661021.750000 Penalty: 2890.901611
	Iteration 115Q: 3 clusters Score -661021.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -661022.875000 Penalty: 2890.901611
	Iteration 116Q: 3 clusters Score -661022.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -661024.437500 Penalty: 2890.901611
	Iteration 117Q: 3 clusters Score -661024.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -661026.437500 Penalty: 2890.901611
	Iteration 118Q: 3 clusters Score -661026.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -661028.750000 Penalty: 2890.901611
	Iteration 119Q: 3 clusters Score -661028.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -661029.187500 Penalty: 2890.901611
	Iteration 120F: 3 clusters Score -661029.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -661033.312500 Penalty: 2890.901611
	Iteration 121Q: 3 clusters Score -661033.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -661039.062500 Penalty: 2890.901611
	Iteration 122Q: 3 clusters Score -661039.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -661042.375000 Penalty: 2890.901611
	Iteration 123Q: 3 clusters Score -661042.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -661045.437500 Penalty: 2890.901611
	Iteration 124Q: 3 clusters Score -661045.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -661049.812500 Penalty: 2890.901611
	Iteration 125Q: 3 clusters Score -661049.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -661055.187500 Penalty: 2890.901611
	Iteration 126Q: 3 clusters Score -661055.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -661063.875000 Penalty: 2890.901611
	Iteration 127Q: 3 clusters Score -661063.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -661066.187500 Penalty: 2890.901611
	Iteration 128Q: 3 clusters Score -661066.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -661069.437500 Penalty: 2890.901611
	Iteration 129Q: 3 clusters Score -661069.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -661075.062500 Penalty: 2890.901611
	Iteration 130Q: 3 clusters Score -661075.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -661079.687500 Penalty: 2890.901611
	Iteration 131Q: 3 clusters Score -661079.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -661084.500000 Penalty: 2890.901611
	Iteration 132Q: 3 clusters Score -661084.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -661087.500000 Penalty: 2890.901611
	Iteration 133Q: 3 clusters Score -661087.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -661088.312500 Penalty: 2890.901611
	Iteration 134Q: 3 clusters Score -661088.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -661092.062500 Penalty: 2890.901611
	Iteration 135Q: 3 clusters Score -661092.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -661093.250000 Penalty: 2890.901611
	Iteration 136Q: 3 clusters Score -661093.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -661096.125000 Penalty: 2890.901611
	Iteration 137Q: 3 clusters Score -661096.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -661099.187500 Penalty: 2890.901611
	Iteration 138Q: 3 clusters Score -661099.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -661100.562500 Penalty: 2890.901611
	Iteration 139Q: 3 clusters Score -661100.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -661101.125000 Penalty: 2890.901611
	Iteration 140F: 3 clusters Score -661101.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -661105.312500 Penalty: 2890.901611
	Iteration 141Q: 3 clusters Score -661105.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -661108.375000 Penalty: 2890.901611
	Iteration 142Q: 3 clusters Score -661108.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -661112.812500 Penalty: 2890.901611
	Iteration 143Q: 3 clusters Score -661112.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -661116.125000 Penalty: 2890.901611
	Iteration 144Q: 3 clusters Score -661116.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -661120.437500 Penalty: 2890.901611
	Iteration 145Q: 3 clusters Score -661120.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -661125.062500 Penalty: 2890.901611
	Iteration 146Q: 3 clusters Score -661125.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -661128.562500 Penalty: 2890.901611
	Iteration 147Q: 3 clusters Score -661128.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -661132.437500 Penalty: 2890.901611
	Iteration 148Q: 3 clusters Score -661132.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -661137.000000 Penalty: 2890.901611
	Iteration 149Q: 3 clusters Score -661137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -661140.875000 Penalty: 2890.901611
	Iteration 150Q: 3 clusters Score -661140.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -661144.250000 Penalty: 2890.901611
	Iteration 151Q: 3 clusters Score -661144.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -661146.937500 Penalty: 2890.901611
	Iteration 152Q: 3 clusters Score -661146.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -661147.937500 Penalty: 2890.901611
	Iteration 153Q: 3 clusters Score -661147.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -661149.187500 Penalty: 2890.901611
	Iteration 154Q: 3 clusters Score -661149.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -661149.812500 Penalty: 2890.901611
	Iteration 155Q: 3 clusters Score -661149.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -661149.500000 Penalty: 2890.901611
	Iteration 156Q: 3 clusters Score -661149.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -661151.750000 Penalty: 2890.901611
	Iteration 157Q: 3 clusters Score -661151.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -661154.875000 Penalty: 2890.901611
	Iteration 158Q: 3 clusters Score -661154.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -661158.562500 Penalty: 2890.901611
	Iteration 159Q: 3 clusters Score -661158.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -661160.625000 Penalty: 2890.901611
	Iteration 160F: 3 clusters Score -661160.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -661165.062500 Penalty: 2890.901611
	Iteration 161Q: 3 clusters Score -661165.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -661169.125000 Penalty: 2890.901611
	Iteration 162Q: 3 clusters Score -661169.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -661174.187500 Penalty: 2890.901611
	Iteration 163Q: 3 clusters Score -661174.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -661181.062500 Penalty: 2890.901611
	Iteration 164Q: 3 clusters Score -661181.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -661183.687500 Penalty: 2890.901611
	Iteration 165Q: 3 clusters Score -661183.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -661185.625000 Penalty: 2890.901611
	Iteration 166Q: 3 clusters Score -661185.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -661188.062500 Penalty: 2890.901611
	Iteration 167Q: 3 clusters Score -661188.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -661190.875000 Penalty: 2890.901611
	Iteration 168Q: 3 clusters Score -661190.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -661193.125000 Penalty: 2890.901611
	Iteration 169Q: 3 clusters Score -661193.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -661195.875000 Penalty: 2890.901611
	Iteration 170Q: 3 clusters Score -661195.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -661197.250000 Penalty: 2890.901611
	Iteration 171Q: 3 clusters Score -661197.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -661200.437500 Penalty: 2890.901611
	Iteration 172Q: 3 clusters Score -661200.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -661201.687500 Penalty: 2890.901611
	Iteration 173Q: 3 clusters Score -661201.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -661204.875000 Penalty: 2890.901611
	Iteration 174Q: 3 clusters Score -661204.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -661204.375000 Penalty: 2890.901611
	Iteration 175Q: 3 clusters Score -661204.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -661204.687500 Penalty: 2890.901611
	Iteration 176Q: 3 clusters Score -661204.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -661205.500000 Penalty: 2890.901611
	Iteration 177Q: 3 clusters Score -661205.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -661206.062500 Penalty: 2890.901611
	Iteration 178Q: 3 clusters Score -661206.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -661208.187500 Penalty: 2890.901611
	Iteration 179Q: 3 clusters Score -661208.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -661207.625000 Penalty: 2890.901611
	Iteration 180F: 3 clusters Score -661207.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -661208.062500 Penalty: 2890.901611
	Iteration 181Q: 3 clusters Score -661208.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -661209.500000 Penalty: 2890.901611
	Iteration 182Q: 3 clusters Score -661209.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -661211.125000 Penalty: 2890.901611
	Iteration 183Q: 3 clusters Score -661211.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -661212.125000 Penalty: 2890.901611
	Iteration 184Q: 3 clusters Score -661212.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -661212.125000 Penalty: 2890.901611
	Iteration 185F: 3 clusters Score -661212.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Entering Unmasked Estep 
Score: -217141.343750 Penalty: 1276.526001
	Iteration 0F: 2 clusters Score -217141.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -214722.171875 Penalty: 2553.052002
	Iteration 0F: 3 clusters Score -214722.2 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -215304.703125 Penalty: 2553.052002
	Iteration 1F: 3 clusters Score -215304.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -215508.406250 Penalty: 2553.052002
	Iteration 2F: 3 clusters Score -215508.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -215667.093750 Penalty: 2553.052002
	Iteration 3F: 3 clusters Score -215667.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -215792.906250 Penalty: 2553.052002
	Iteration 4Q: 3 clusters Score -215792.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -215876.328125 Penalty: 2553.052002
	Iteration 5Q: 3 clusters Score -215876.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -215960.890625 Penalty: 2553.052002
	Iteration 6Q: 3 clusters Score -215960.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -216046.250000 Penalty: 2553.052002
	Iteration 7Q: 3 clusters Score -216046.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -216126.390625 Penalty: 2553.052002
	Iteration 8Q: 3 clusters Score -216126.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -216208.140625 Penalty: 2553.052002
	Iteration 9Q: 3 clusters Score -216208.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -216276.203125 Penalty: 2553.052002
	Iteration 10Q: 3 clusters Score -216276.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -216363.859375 Penalty: 2553.052002
	Iteration 11Q: 3 clusters Score -216363.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -216453.125000 Penalty: 2553.052002
	Iteration 12Q: 3 clusters Score -216453.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -216529.234375 Penalty: 2553.052002
	Iteration 13Q: 3 clusters Score -216529.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -216591.828125 Penalty: 2553.052002
	Iteration 14Q: 3 clusters Score -216591.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -216655.906250 Penalty: 2553.052002
	Iteration 15Q: 3 clusters Score -216655.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -216707.203125 Penalty: 2553.052002
	Iteration 16Q: 3 clusters Score -216707.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -216746.781250 Penalty: 2553.052002
	Iteration 17Q: 3 clusters Score -216746.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -216771.593750 Penalty: 2553.052002
	Iteration 18Q: 3 clusters Score -216771.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -216803.484375 Penalty: 2553.052002
	Iteration 19Q: 3 clusters Score -216803.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -216825.156250 Penalty: 2553.052002
	Iteration 20F: 3 clusters Score -216825.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -216852.812500 Penalty: 2553.052002
	Iteration 21Q: 3 clusters Score -216852.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -216875.671875 Penalty: 2553.052002
	Iteration 22Q: 3 clusters Score -216875.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -216905.656250 Penalty: 2553.052002
	Iteration 23Q: 3 clusters Score -216905.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -216932.062500 Penalty: 2553.052002
	Iteration 24Q: 3 clusters Score -216932.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -216940.062500 Penalty: 2553.052002
	Iteration 25Q: 3 clusters Score -216940.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -216945.875000 Penalty: 2553.052002
	Iteration 26Q: 3 clusters Score -216945.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -216948.296875 Penalty: 2553.052002
	Iteration 27Q: 3 clusters Score -216948.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -216950.203125 Penalty: 2553.052002
	Iteration 28Q: 3 clusters Score -216950.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -216950.687500 Penalty: 2553.052002
	Iteration 29Q: 3 clusters Score -216950.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -216950.687500 Penalty: 2553.052002
	Iteration 30F: 3 clusters Score -216950.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (69929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69929 members 
Entering Unmasked Estep 
Score: -6414592.000000 Penalty: 1812.725708
	Iteration 0F: 2 clusters Score -6414592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -6368046.500000 Penalty: 3625.451416
	Iteration 0F: 3 clusters Score -6368046 nChanged 33189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -6387068.000000 Penalty: 3625.451416
	Iteration 1F: 3 clusters Score -6387068 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -6387769.500000 Penalty: 3625.451416
	Iteration 2Q: 3 clusters Score -6387770 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -6388608.000000 Penalty: 3625.451416
	Iteration 3Q: 3 clusters Score -6388608 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -6389681.000000 Penalty: 3625.451416
	Iteration 4Q: 3 clusters Score -6389681 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -6391140.000000 Penalty: 3625.451416
	Iteration 5Q: 3 clusters Score -6391140 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -6392938.000000 Penalty: 3625.451416
	Iteration 6Q: 3 clusters Score -6392938 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -6395315.000000 Penalty: 3625.451416
	Iteration 7F: 3 clusters Score -6395315 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 46416 members 
Entering Unmasked Estep 
Score: -6398026.000000 Penalty: 3625.451416
	Iteration 8F: 3 clusters Score -6398026 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 48855 members 
Entering Unmasked Estep 
Score: -6400404.500000 Penalty: 3625.451416
	Iteration 9F: 3 clusters Score -6400404 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 50920 members 
Entering Unmasked Estep 
Score: -6402264.500000 Penalty: 3625.451416
	Iteration 10Q: 3 clusters Score -6402264 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 52642 members 
Entering Unmasked Estep 
Score: -6403387.500000 Penalty: 3625.451416
	Iteration 11Q: 3 clusters Score -6403388 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 54181 members 
Entering Unmasked Estep 
Score: -6404239.000000 Penalty: 3625.451416
	Iteration 12Q: 3 clusters Score -6404239 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 55724 members 
Entering Unmasked Estep 
Score: -6404962.000000 Penalty: 3625.451416
	Iteration 13Q: 3 clusters Score -6404962 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 57276 members 
Entering Unmasked Estep 
Score: -6405683.500000 Penalty: 3625.451416
	Iteration 14Q: 3 clusters Score -6405684 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 58820 members 
Entering Unmasked Estep 
Score: -6406457.000000 Penalty: 3625.451416
	Iteration 15Q: 3 clusters Score -6406457 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 60322 members 
Entering Unmasked Estep 
Score: -6407233.500000 Penalty: 3625.451416
	Iteration 16Q: 3 clusters Score -6407234 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 61789 members 
Entering Unmasked Estep 
Score: -6407991.500000 Penalty: 3625.451416
	Iteration 17Q: 3 clusters Score -6407992 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 63162 members 
Entering Unmasked Estep 
Score: -6408842.500000 Penalty: 3625.451416
	Iteration 18Q: 3 clusters Score -6408842 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 64456 members 
Entering Unmasked Estep 
Score: -6409670.000000 Penalty: 3625.451416
	Iteration 19Q: 3 clusters Score -6409670 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 65619 members 
Entering Unmasked Estep 
Score: -6410377.500000 Penalty: 3625.451416
	Iteration 20F: 3 clusters Score -6410378 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 66667 members 
Entering Unmasked Estep 
Score: -6411094.500000 Penalty: 3625.451416
	Iteration 21Q: 3 clusters Score -6411094 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 67480 members 
Entering Unmasked Estep 
Score: -6411683.000000 Penalty: 3625.451416
	Iteration 22Q: 3 clusters Score -6411683 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 68121 members 
Entering Unmasked Estep 
Score: -6412096.000000 Penalty: 3625.451416
	Iteration 23Q: 3 clusters Score -6412096 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 68561 members 
Entering Unmasked Estep 
Score: -6412439.500000 Penalty: 3625.451416
	Iteration 24Q: 3 clusters Score -6412440 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 68832 members 
Entering Unmasked Estep 
Score: -6412641.000000 Penalty: 3625.451416
	Iteration 25Q: 3 clusters Score -6412641 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 69022 members 
Entering Unmasked Estep 
Score: -6412760.500000 Penalty: 3625.451416
	Iteration 26Q: 3 clusters Score -6412760 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 69138 members 
Entering Unmasked Estep 
Score: -6412853.500000 Penalty: 3625.451416
	Iteration 27Q: 3 clusters Score -6412854 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 69221 members 
Entering Unmasked Estep 
Score: -6412915.000000 Penalty: 3625.451416
	Iteration 28Q: 3 clusters Score -6412915 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 69277 members 
Entering Unmasked Estep 
Score: -6412964.500000 Penalty: 3625.451416
	Iteration 29Q: 3 clusters Score -6412964 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 69313 members 
Entering Unmasked Estep 
Score: -6413010.000000 Penalty: 3625.451416
	Iteration 30Q: 3 clusters Score -6413010 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 69342 members 
Entering Unmasked Estep 
Score: -6413029.000000 Penalty: 3625.451416
	Iteration 31Q: 3 clusters Score -6413029 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 69369 members 
Entering Unmasked Estep 
Score: -6413068.500000 Penalty: 3625.451416
	Iteration 32Q: 3 clusters Score -6413068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 69388 members 
Entering Unmasked Estep 
Score: -6413081.500000 Penalty: 3625.451416
	Iteration 33Q: 3 clusters Score -6413082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 69399 members 
Entering Unmasked Estep 
Score: -6413095.500000 Penalty: 3625.451416
	Iteration 34Q: 3 clusters Score -6413096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 69408 members 
Entering Unmasked Estep 
Score: -6413113.500000 Penalty: 3625.451416
	Iteration 35Q: 3 clusters Score -6413114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 69420 members 
Entering Unmasked Estep 
Score: -6413116.500000 Penalty: 3625.451416
	Iteration 36Q: 3 clusters Score -6413116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 69431 members 
Entering Unmasked Estep 
Score: -6413121.500000 Penalty: 3625.451416
	Iteration 37Q: 3 clusters Score -6413122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 69435 members 
Entering Unmasked Estep 
Score: -6413120.000000 Penalty: 3625.451416
	Iteration 38Q: 3 clusters Score -6413120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 69436 members 
Entering Unmasked Estep 
Score: -6413126.000000 Penalty: 3625.451416
	Iteration 39Q: 3 clusters Score -6413126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 69443 members 
Entering Unmasked Estep 
Score: -6413128.500000 Penalty: 3625.451416
	Iteration 40F: 3 clusters Score -6413128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 69450 members 
Entering Unmasked Estep 
Score: -6413138.000000 Penalty: 3625.451416
	Iteration 41Q: 3 clusters Score -6413138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 69457 members 
Entering Unmasked Estep 
Score: -6413135.000000 Penalty: 3625.451416
	Iteration 42Q: 3 clusters Score -6413135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 69465 members 
Entering Unmasked Estep 
Score: -6413145.500000 Penalty: 3625.451416
	Iteration 43Q: 3 clusters Score -6413146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 69465 members 
Entering Unmasked Estep 
Score: -6413152.000000 Penalty: 3625.451416
	Iteration 44Q: 3 clusters Score -6413152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 69472 members 
Entering Unmasked Estep 
Score: -6413155.000000 Penalty: 3625.451416
	Iteration 45Q: 3 clusters Score -6413155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 69473 members 
Entering Unmasked Estep 
Score: -6413162.000000 Penalty: 3625.451416
	Iteration 46Q: 3 clusters Score -6413162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 69475 members 
Entering Unmasked Estep 
Score: -6413170.000000 Penalty: 3625.451416
	Iteration 47Q: 3 clusters Score -6413170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 69478 members 
Entering Unmasked Estep 
Score: -6413173.500000 Penalty: 3625.451416
	Iteration 48Q: 3 clusters Score -6413174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 69481 members 
Entering Unmasked Estep 
Score: -6413173.500000 Penalty: 3625.451416
	Iteration 49Q: 3 clusters Score -6413174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 69482 members 
Entering Unmasked Estep 
Score: -6413174.500000 Penalty: 3625.451416
	Iteration 50Q: 3 clusters Score -6413174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 69483 members 
Entering Unmasked Estep 
Score: -6413172.000000 Penalty: 3625.451416
	Iteration 51Q: 3 clusters Score -6413172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 69484 members 
Entering Unmasked Estep 
Score: -6413172.500000 Penalty: 3625.451416
	Iteration 52Q: 3 clusters Score -6413172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 69484 members 
Entering Unmasked Estep 
Score: -6413172.500000 Penalty: 3625.451416
	Iteration 53F: 3 clusters Score -6413172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Entering Unmasked Estep 
Score: -145064.562500 Penalty: 1204.279663
	Iteration 0F: 2 clusters Score -145064.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -143162.609375 Penalty: 2408.559326
	Iteration 0F: 3 clusters Score -143162.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -143632.187500 Penalty: 2408.559326
	Iteration 1F: 3 clusters Score -143632.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -143808.250000 Penalty: 2408.559326
	Iteration 2F: 3 clusters Score -143808.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -143957.734375 Penalty: 2408.559326
	Iteration 3F: 3 clusters Score -143957.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -144095.015625 Penalty: 2408.559326
	Iteration 4F: 3 clusters Score -144095 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -144193.062500 Penalty: 2408.559326
	Iteration 5F: 3 clusters Score -144193.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -144269.359375 Penalty: 2408.559326
	Iteration 6Q: 3 clusters Score -144269.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -144330.078125 Penalty: 2408.559326
	Iteration 7Q: 3 clusters Score -144330.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -144380.953125 Penalty: 2408.559326
	Iteration 8Q: 3 clusters Score -144381 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -144416.890625 Penalty: 2408.559326
	Iteration 9Q: 3 clusters Score -144416.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -144439.140625 Penalty: 2408.559326
	Iteration 10Q: 3 clusters Score -144439.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -144461.968750 Penalty: 2408.559326
	Iteration 11Q: 3 clusters Score -144462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -144483.031250 Penalty: 2408.559326
	Iteration 12Q: 3 clusters Score -144483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -144499.906250 Penalty: 2408.559326
	Iteration 13Q: 3 clusters Score -144499.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -144505.046875 Penalty: 2408.559326
	Iteration 14Q: 3 clusters Score -144505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -144510.328125 Penalty: 2408.559326
	Iteration 15Q: 3 clusters Score -144510.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -144512.093750 Penalty: 2408.559326
	Iteration 16Q: 3 clusters Score -144512.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -144516.328125 Penalty: 2408.559326
	Iteration 17Q: 3 clusters Score -144516.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -144518.078125 Penalty: 2408.559326
	Iteration 18Q: 3 clusters Score -144518.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -144521.593750 Penalty: 2408.559326
	Iteration 19Q: 3 clusters Score -144521.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -144526.750000 Penalty: 2408.559326
	Iteration 20F: 3 clusters Score -144526.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -144529.703125 Penalty: 2408.559326
	Iteration 21Q: 3 clusters Score -144529.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -144532.921875 Penalty: 2408.559326
	Iteration 22Q: 3 clusters Score -144532.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -144540.375000 Penalty: 2408.559326
	Iteration 23Q: 3 clusters Score -144540.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -144546.734375 Penalty: 2408.559326
	Iteration 24Q: 3 clusters Score -144546.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -144549.890625 Penalty: 2408.559326
	Iteration 25Q: 3 clusters Score -144549.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -144551.562500 Penalty: 2408.559326
	Iteration 26Q: 3 clusters Score -144551.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -144551.562500 Penalty: 2408.559326
	Iteration 27F: 3 clusters Score -144551.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Entering Unmasked Estep 
Score: -1323249.500000 Penalty: 1554.756836
	Iteration 0F: 2 clusters Score -1323250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1313333.250000 Penalty: 3109.513672
	Iteration 0F: 3 clusters Score -1313333 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1316605.875000 Penalty: 3109.513672
	Iteration 1F: 3 clusters Score -1316606 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1316853.750000 Penalty: 3109.513672
	Iteration 2F: 3 clusters Score -1316854 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1317042.250000 Penalty: 3109.513672
	Iteration 3Q: 3 clusters Score -1317042 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1317236.750000 Penalty: 3109.513672
	Iteration 4Q: 3 clusters Score -1317237 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1317464.000000 Penalty: 3109.513672
	Iteration 5Q: 3 clusters Score -1317464 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1317719.250000 Penalty: 3109.513672
	Iteration 6Q: 3 clusters Score -1317719 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1318005.750000 Penalty: 3109.513672
	Iteration 7Q: 3 clusters Score -1318006 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1318359.750000 Penalty: 3109.513672
	Iteration 8Q: 3 clusters Score -1318360 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1318784.125000 Penalty: 3109.513672
	Iteration 9F: 3 clusters Score -1318784 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1319257.875000 Penalty: 3109.513672
	Iteration 10F: 3 clusters Score -1319258 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1319798.375000 Penalty: 3109.513672
	Iteration 11F: 3 clusters Score -1319798 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1320298.625000 Penalty: 3109.513672
	Iteration 12Q: 3 clusters Score -1320299 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1320714.750000 Penalty: 3109.513672
	Iteration 13Q: 3 clusters Score -1320715 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1321094.500000 Penalty: 3109.513672
	Iteration 14Q: 3 clusters Score -1321094 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1321380.875000 Penalty: 3109.513672
	Iteration 15Q: 3 clusters Score -1321381 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1321585.000000 Penalty: 3109.513672
	Iteration 16Q: 3 clusters Score -1321585 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1321728.875000 Penalty: 3109.513672
	Iteration 17Q: 3 clusters Score -1321729 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1321832.500000 Penalty: 3109.513672
	Iteration 18Q: 3 clusters Score -1321832 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1321890.375000 Penalty: 3109.513672
	Iteration 19Q: 3 clusters Score -1321890 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1321922.375000 Penalty: 3109.513672
	Iteration 20F: 3 clusters Score -1321922 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1321945.125000 Penalty: 3109.513672
	Iteration 21Q: 3 clusters Score -1321945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1321956.875000 Penalty: 3109.513672
	Iteration 22Q: 3 clusters Score -1321957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1321970.750000 Penalty: 3109.513672
	Iteration 23Q: 3 clusters Score -1321971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1321974.250000 Penalty: 3109.513672
	Iteration 24Q: 3 clusters Score -1321974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1321978.250000 Penalty: 3109.513672
	Iteration 25Q: 3 clusters Score -1321978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1321981.625000 Penalty: 3109.513672
	Iteration 26Q: 3 clusters Score -1321982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1321982.500000 Penalty: 3109.513672
	Iteration 27Q: 3 clusters Score -1321982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1321982.500000 Penalty: 3109.513672
	Iteration 28F: 3 clusters Score -1321982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Entering Unmasked Estep 
Score: -136559.828125 Penalty: 1199.898315
	Iteration 0F: 2 clusters Score -136559.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -134697.421875 Penalty: 2399.796631
	Iteration 0F: 3 clusters Score -134697.4 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -135071.718750 Penalty: 2399.796631
	Iteration 1F: 3 clusters Score -135071.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -135162.796875 Penalty: 2399.796631
	Iteration 2F: 3 clusters Score -135162.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -135224.046875 Penalty: 2399.796631
	Iteration 3Q: 3 clusters Score -135224 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -135276.671875 Penalty: 2399.796631
	Iteration 4Q: 3 clusters Score -135276.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -135319.343750 Penalty: 2399.796631
	Iteration 5Q: 3 clusters Score -135319.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -135342.890625 Penalty: 2399.796631
	Iteration 6Q: 3 clusters Score -135342.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -135359.750000 Penalty: 2399.796631
	Iteration 7Q: 3 clusters Score -135359.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -135374.546875 Penalty: 2399.796631
	Iteration 8Q: 3 clusters Score -135374.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -135388.343750 Penalty: 2399.796631
	Iteration 9Q: 3 clusters Score -135388.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -135402.937500 Penalty: 2399.796631
	Iteration 10Q: 3 clusters Score -135402.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -135422.437500 Penalty: 2399.796631
	Iteration 11Q: 3 clusters Score -135422.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -135430.531250 Penalty: 2399.796631
	Iteration 12Q: 3 clusters Score -135430.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -135437.296875 Penalty: 2399.796631
	Iteration 13Q: 3 clusters Score -135437.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -135443.062500 Penalty: 2399.796631
	Iteration 14Q: 3 clusters Score -135443.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -135450.375000 Penalty: 2399.796631
	Iteration 15Q: 3 clusters Score -135450.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -135459.250000 Penalty: 2399.796631
	Iteration 16Q: 3 clusters Score -135459.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -135472.328125 Penalty: 2399.796631
	Iteration 17Q: 3 clusters Score -135472.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -135487.015625 Penalty: 2399.796631
	Iteration 18Q: 3 clusters Score -135487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -135500.296875 Penalty: 2399.796631
	Iteration 19Q: 3 clusters Score -135500.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -135507.390625 Penalty: 2399.796631
	Iteration 20F: 3 clusters Score -135507.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -135512.109375 Penalty: 2399.796631
	Iteration 21Q: 3 clusters Score -135512.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -135514.875000 Penalty: 2399.796631
	Iteration 22Q: 3 clusters Score -135514.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -135523.390625 Penalty: 2399.796631
	Iteration 23Q: 3 clusters Score -135523.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -135535.781250 Penalty: 2399.796631
	Iteration 24Q: 3 clusters Score -135535.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -135547.750000 Penalty: 2399.796631
	Iteration 25Q: 3 clusters Score -135547.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -135559.156250 Penalty: 2399.796631
	Iteration 26Q: 3 clusters Score -135559.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -135576.734375 Penalty: 2399.796631
	Iteration 27Q: 3 clusters Score -135576.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -135585.578125 Penalty: 2399.796631
	Iteration 28Q: 3 clusters Score -135585.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -135593.328125 Penalty: 2399.796631
	Iteration 29Q: 3 clusters Score -135593.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -135605.859375 Penalty: 2399.796631
	Iteration 30Q: 3 clusters Score -135605.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -135617.562500 Penalty: 2399.796631
	Iteration 31Q: 3 clusters Score -135617.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -135630.421875 Penalty: 2399.796631
	Iteration 32Q: 3 clusters Score -135630.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -135641.718750 Penalty: 2399.796631
	Iteration 33Q: 3 clusters Score -135641.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -135660.484375 Penalty: 2399.796631
	Iteration 34Q: 3 clusters Score -135660.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -135680.078125 Penalty: 2399.796631
	Iteration 35Q: 3 clusters Score -135680.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -135694.171875 Penalty: 2399.796631
	Iteration 36Q: 3 clusters Score -135694.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -135709.953125 Penalty: 2399.796631
	Iteration 37Q: 3 clusters Score -135710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -135720.671875 Penalty: 2399.796631
	Iteration 38Q: 3 clusters Score -135720.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -135725.234375 Penalty: 2399.796631
	Iteration 39Q: 3 clusters Score -135725.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -135734.453125 Penalty: 2399.796631
	Iteration 40F: 3 clusters Score -135734.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -135742.140625 Penalty: 2399.796631
	Iteration 41Q: 3 clusters Score -135742.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -135746.875000 Penalty: 2399.796631
	Iteration 42Q: 3 clusters Score -135746.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -135750.187500 Penalty: 2399.796631
	Iteration 43Q: 3 clusters Score -135750.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -135753.531250 Penalty: 2399.796631
	Iteration 44Q: 3 clusters Score -135753.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -135757.453125 Penalty: 2399.796631
	Iteration 45Q: 3 clusters Score -135757.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -135766.468750 Penalty: 2399.796631
	Iteration 46Q: 3 clusters Score -135766.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -135774.968750 Penalty: 2399.796631
	Iteration 47Q: 3 clusters Score -135775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -135782.046875 Penalty: 2399.796631
	Iteration 48Q: 3 clusters Score -135782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -135784.781250 Penalty: 2399.796631
	Iteration 49Q: 3 clusters Score -135784.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -135785.921875 Penalty: 2399.796631
	Iteration 50Q: 3 clusters Score -135785.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -135788.218750 Penalty: 2399.796631
	Iteration 51Q: 3 clusters Score -135788.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -135794.203125 Penalty: 2399.796631
	Iteration 52Q: 3 clusters Score -135794.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -135799.093750 Penalty: 2399.796631
	Iteration 53Q: 3 clusters Score -135799.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -135806.250000 Penalty: 2399.796631
	Iteration 54Q: 3 clusters Score -135806.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -135812.546875 Penalty: 2399.796631
	Iteration 55Q: 3 clusters Score -135812.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -135814.062500 Penalty: 2399.796631
	Iteration 56Q: 3 clusters Score -135814.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -135815.234375 Penalty: 2399.796631
	Iteration 57Q: 3 clusters Score -135815.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -135817.890625 Penalty: 2399.796631
	Iteration 58Q: 3 clusters Score -135817.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -135822.078125 Penalty: 2399.796631
	Iteration 59Q: 3 clusters Score -135822.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -135828.375000 Penalty: 2399.796631
	Iteration 60F: 3 clusters Score -135828.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -135834.328125 Penalty: 2399.796631
	Iteration 61Q: 3 clusters Score -135834.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -135835.921875 Penalty: 2399.796631
	Iteration 62Q: 3 clusters Score -135835.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -135839.250000 Penalty: 2399.796631
	Iteration 63Q: 3 clusters Score -135839.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -135845.578125 Penalty: 2399.796631
	Iteration 64Q: 3 clusters Score -135845.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -135853.828125 Penalty: 2399.796631
	Iteration 65Q: 3 clusters Score -135853.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -135868.906250 Penalty: 2399.796631
	Iteration 66Q: 3 clusters Score -135868.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -135889.265625 Penalty: 2399.796631
	Iteration 67Q: 3 clusters Score -135889.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -135907.953125 Penalty: 2399.796631
	Iteration 68Q: 3 clusters Score -135908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -135933.078125 Penalty: 2399.796631
	Iteration 69Q: 3 clusters Score -135933.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -135958.046875 Penalty: 2399.796631
	Iteration 70Q: 3 clusters Score -135958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -135998.046875 Penalty: 2399.796631
	Iteration 71Q: 3 clusters Score -135998 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -136075.968750 Penalty: 2399.796631
	Iteration 72Q: 3 clusters Score -136076 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -136194.546875 Penalty: 2399.796631
	Iteration 73Q: 3 clusters Score -136194.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -136436.390625 Penalty: 2399.796631
	Iteration 74Q: 3 clusters Score -136436.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -136540.234375 Penalty: 2399.796631
	Iteration 75Q: 3 clusters Score -136540.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -136589.593750 Penalty: 2399.796631
	Iteration 76Q: 3 clusters Score -136589.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -136613.406250 Penalty: 2399.796631
	Iteration 77Q: 3 clusters Score -136613.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -136626.531250 Penalty: 2399.796631
	Iteration 78Q: 3 clusters Score -136626.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -136634.140625 Penalty: 2399.796631
	Iteration 79Q: 3 clusters Score -136634.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -136642.687500 Penalty: 2399.796631
	Iteration 80F: 3 clusters Score -136642.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -136652.296875 Penalty: 2399.796631
	Iteration 81Q: 3 clusters Score -136652.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -136654.000000 Penalty: 2399.796631
	Iteration 82Q: 3 clusters Score -136654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -136660.375000 Penalty: 2399.796631
	Iteration 83Q: 3 clusters Score -136660.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -136667.625000 Penalty: 2399.796631
	Iteration 84Q: 3 clusters Score -136667.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -136675.562500 Penalty: 2399.796631
	Iteration 85Q: 3 clusters Score -136675.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -136679.500000 Penalty: 2399.796631
	Iteration 86Q: 3 clusters Score -136679.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -136684.328125 Penalty: 2399.796631
	Iteration 87Q: 3 clusters Score -136684.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -136701.781250 Penalty: 2399.796631
	Iteration 88Q: 3 clusters Score -136701.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -136739.187500 Penalty: 2399.796631
	Iteration 89Q: 3 clusters Score -136739.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -136778.515625 Penalty: 2399.796631
	Iteration 90Q: 3 clusters Score -136778.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -136796.203125 Penalty: 2399.796631
	Iteration 91Q: 3 clusters Score -136796.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -136796.203125 Penalty: 2399.796631
	Iteration 92F: 3 clusters Score -136796.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 51456 members 
Mstep: Class 3 contains 41981 members 
Mstep: Class 4 contains 177529 members 
Mstep: Class 5 contains 7312 members 
Mstep: Class 6 contains 14954 members 
Mstep: Class 7 contains 10796 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124518 members 
Mstep: Class 10 contains 33124 members 
Mstep: Class 11 contains 18391 members 
Mstep: Class 12 contains 41637 members 
Mstep: Class 13 contains 4381 members 
Mstep: Class 14 contains 1446 members 
Mstep: Class 15 contains 17619 members 
Mstep: Class 16 contains 21135 members 
Mstep: Class 17 contains 88121 members 
Mstep: Class 18 contains 60665 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 5739 members 
Mstep: Class 21 contains 1644 members 
Mstep: Class 22 contains 2397 members 
Mstep: Class 23 contains 61016 members 
Mstep: Class 24 contains 6384 members 
Mstep: Class 25 contains 12916 members 
Mstep: Class 26 contains 5712 members 
Mstep: Class 27 contains 1786 members 
Mstep: Class 28 contains 7296 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 69929 members 
Mstep: Class 31 contains 1654 members 
Mstep: Class 32 contains 14296 members 
Mstep: Class 33 contains 845 members 
Mstep: Class 34 contains 1522 members 
Mstep: Class 35 contains 1043 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 7728 members 
Mstep: Class 39 contains 5558 members 
Mstep: Class 40 contains 4540 members 
Mstep: Class 41 contains 3431 members 
Mstep: Class 42 contains 765 members 
Entering Unmasked Estep 
Score: -84444728.000000 Penalty: 94000.359375
Splitting cluster 33 changes total score from -84445856.000000 to -84444728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (1522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Entering Unmasked Estep 
Score: -129930.539062 Penalty: 1190.764404
	Iteration 0F: 2 clusters Score -129930.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -128151.718750 Penalty: 2381.528809
	Iteration 0F: 3 clusters Score -128151.7 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -128481.445312 Penalty: 2381.528809
	Iteration 1F: 3 clusters Score -128481.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -128560.148438 Penalty: 2381.528809
	Iteration 2F: 3 clusters Score -128560.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -128619.437500 Penalty: 2381.528809
	Iteration 3Q: 3 clusters Score -128619.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -128664.476562 Penalty: 2381.528809
	Iteration 4Q: 3 clusters Score -128664.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -128706.804688 Penalty: 2381.528809
	Iteration 5Q: 3 clusters Score -128706.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -128752.484375 Penalty: 2381.528809
	Iteration 6Q: 3 clusters Score -128752.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -128791.562500 Penalty: 2381.528809
	Iteration 7Q: 3 clusters Score -128791.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -128846.296875 Penalty: 2381.528809
	Iteration 8Q: 3 clusters Score -128846.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -128888.226562 Penalty: 2381.528809
	Iteration 9Q: 3 clusters Score -128888.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -128935.585938 Penalty: 2381.528809
	Iteration 10Q: 3 clusters Score -128935.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -128979.851562 Penalty: 2381.528809
	Iteration 11Q: 3 clusters Score -128979.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -129028.828125 Penalty: 2381.528809
	Iteration 12Q: 3 clusters Score -129028.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -129097.265625 Penalty: 2381.528809
	Iteration 13Q: 3 clusters Score -129097.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -129165.890625 Penalty: 2381.528809
	Iteration 14Q: 3 clusters Score -129165.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -129253.882812 Penalty: 2381.528809
	Iteration 15Q: 3 clusters Score -129253.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -129345.226562 Penalty: 2381.528809
	Iteration 16Q: 3 clusters Score -129345.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -129484.960938 Penalty: 2381.528809
	Iteration 17Q: 3 clusters Score -129485 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -129615.789062 Penalty: 2381.528809
	Iteration 18Q: 3 clusters Score -129615.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -129676.773438 Penalty: 2381.528809
	Iteration 19Q: 3 clusters Score -129676.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -129715.703125 Penalty: 2381.528809
	Iteration 20F: 3 clusters Score -129715.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -129747.203125 Penalty: 2381.528809
	Iteration 21Q: 3 clusters Score -129747.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -129757.625000 Penalty: 2381.528809
	Iteration 22Q: 3 clusters Score -129757.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -129763.679688 Penalty: 2381.528809
	Iteration 23Q: 3 clusters Score -129763.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -129768.093750 Penalty: 2381.528809
	Iteration 24Q: 3 clusters Score -129768.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -129771.296875 Penalty: 2381.528809
	Iteration 25Q: 3 clusters Score -129771.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -129772.507812 Penalty: 2381.528809
	Iteration 26Q: 3 clusters Score -129772.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -129775.007812 Penalty: 2381.528809
	Iteration 27Q: 3 clusters Score -129775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -129775.289062 Penalty: 2381.528809
	Iteration 28Q: 3 clusters Score -129775.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -129775.289062 Penalty: 2381.528809
	Iteration 29F: 3 clusters Score -129775.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Entering Unmasked Estep 
Score: -74813.859375 Penalty: 1129.351685
	Iteration 0F: 2 clusters Score -74813.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -73380.906250 Penalty: 2258.703369
	Iteration 0F: 3 clusters Score -73380.91 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -73848.242188 Penalty: 2258.703369
	Iteration 1F: 3 clusters Score -73848.24 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -74172.468750 Penalty: 2258.703369
	Iteration 2F: 3 clusters Score -74172.47 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -74419.421875 Penalty: 2258.703369
	Iteration 3F: 3 clusters Score -74419.42 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -74596.265625 Penalty: 2258.703369
	Iteration 4F: 3 clusters Score -74596.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -74709.890625 Penalty: 2258.703369
	Iteration 5Q: 3 clusters Score -74709.89 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -74850.031250 Penalty: 2258.703369
	Iteration 6Q: 3 clusters Score -74850.03 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -74959.554688 Penalty: 2258.703369
	Iteration 7Q: 3 clusters Score -74959.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -75016.476562 Penalty: 2258.703369
	Iteration 8Q: 3 clusters Score -75016.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -75043.421875 Penalty: 2258.703369
	Iteration 9Q: 3 clusters Score -75043.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -75049.460938 Penalty: 2258.703369
	Iteration 10Q: 3 clusters Score -75049.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -75054.210938 Penalty: 2258.703369
	Iteration 11Q: 3 clusters Score -75054.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -75057.445312 Penalty: 2258.703369
	Iteration 12Q: 3 clusters Score -75057.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -75060.953125 Penalty: 2258.703369
	Iteration 13Q: 3 clusters Score -75060.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -75063.070312 Penalty: 2258.703369
	Iteration 14Q: 3 clusters Score -75063.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -75063.617188 Penalty: 2258.703369
	Iteration 15Q: 3 clusters Score -75063.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -75063.617188 Penalty: 2258.703369
	Iteration 16F: 3 clusters Score -75063.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 51456 members 
Mstep: Class 3 contains 41981 members 
Mstep: Class 4 contains 177529 members 
Mstep: Class 5 contains 7312 members 
Mstep: Class 6 contains 14954 members 
Mstep: Class 7 contains 10796 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124518 members 
Mstep: Class 10 contains 33124 members 
Mstep: Class 11 contains 18391 members 
Mstep: Class 12 contains 41637 members 
Mstep: Class 13 contains 4381 members 
Mstep: Class 14 contains 1446 members 
Mstep: Class 15 contains 17619 members 
Mstep: Class 16 contains 21135 members 
Mstep: Class 17 contains 88121 members 
Mstep: Class 18 contains 60665 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 5739 members 
Mstep: Class 21 contains 1644 members 
Mstep: Class 22 contains 2397 members 
Mstep: Class 23 contains 61016 members 
Mstep: Class 24 contains 6384 members 
Mstep: Class 25 contains 12916 members 
Mstep: Class 26 contains 5712 members 
Mstep: Class 27 contains 1786 members 
Mstep: Class 28 contains 7296 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 69929 members 
Mstep: Class 31 contains 1654 members 
Mstep: Class 32 contains 14296 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1522 members 
Mstep: Class 35 contains 478 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 7728 members 
Mstep: Class 39 contains 5558 members 
Mstep: Class 40 contains 4540 members 
Mstep: Class 41 contains 3431 members 
Mstep: Class 42 contains 565 members 
Entering Unmasked Estep 
Score: -84444832.000000 Penalty: 94000.359375
Splitting cluster 35 changes total score from -84445856.000000 to -84444832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -92522.070312 Penalty: 1137.702393
	Iteration 0F: 2 clusters Score -92522.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -91017.835938 Penalty: 2275.404785
	Iteration 0F: 3 clusters Score -91017.84 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -91282.648438 Penalty: 2275.404785
	Iteration 1F: 3 clusters Score -91282.65 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -91358.171875 Penalty: 2275.404785
	Iteration 2F: 3 clusters Score -91358.17 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -91392.570312 Penalty: 2275.404785
	Iteration 3Q: 3 clusters Score -91392.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -91407.351562 Penalty: 2275.404785
	Iteration 4Q: 3 clusters Score -91407.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -91420.804688 Penalty: 2275.404785
	Iteration 5Q: 3 clusters Score -91420.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -91429.609375 Penalty: 2275.404785
	Iteration 6Q: 3 clusters Score -91429.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -91441.468750 Penalty: 2275.404785
	Iteration 7Q: 3 clusters Score -91441.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -91454.687500 Penalty: 2275.404785
	Iteration 8Q: 3 clusters Score -91454.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -91464.703125 Penalty: 2275.404785
	Iteration 9Q: 3 clusters Score -91464.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -91470.546875 Penalty: 2275.404785
	Iteration 10Q: 3 clusters Score -91470.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -91472.531250 Penalty: 2275.404785
	Iteration 11Q: 3 clusters Score -91472.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -91476.062500 Penalty: 2275.404785
	Iteration 12Q: 3 clusters Score -91476.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -91480.546875 Penalty: 2275.404785
	Iteration 13Q: 3 clusters Score -91480.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -91482.382812 Penalty: 2275.404785
	Iteration 14Q: 3 clusters Score -91482.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -91484.593750 Penalty: 2275.404785
	Iteration 15Q: 3 clusters Score -91484.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -91486.453125 Penalty: 2275.404785
	Iteration 16Q: 3 clusters Score -91486.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -91488.203125 Penalty: 2275.404785
	Iteration 17Q: 3 clusters Score -91488.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -91490.351562 Penalty: 2275.404785
	Iteration 18Q: 3 clusters Score -91490.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -91496.398438 Penalty: 2275.404785
	Iteration 19Q: 3 clusters Score -91496.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -91497.929688 Penalty: 2275.404785
	Iteration 20F: 3 clusters Score -91497.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -91499.796875 Penalty: 2275.404785
	Iteration 21Q: 3 clusters Score -91499.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -91501.960938 Penalty: 2275.404785
	Iteration 22Q: 3 clusters Score -91501.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -91503.882812 Penalty: 2275.404785
	Iteration 23Q: 3 clusters Score -91503.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -91505.734375 Penalty: 2275.404785
	Iteration 24Q: 3 clusters Score -91505.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -91509.382812 Penalty: 2275.404785
	Iteration 25Q: 3 clusters Score -91509.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -91515.781250 Penalty: 2275.404785
	Iteration 26Q: 3 clusters Score -91515.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -91523.070312 Penalty: 2275.404785
	Iteration 27Q: 3 clusters Score -91523.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -91529.109375 Penalty: 2275.404785
	Iteration 28Q: 3 clusters Score -91529.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -91533.140625 Penalty: 2275.404785
	Iteration 29Q: 3 clusters Score -91533.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -91538.367188 Penalty: 2275.404785
	Iteration 30Q: 3 clusters Score -91538.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -91539.296875 Penalty: 2275.404785
	Iteration 31Q: 3 clusters Score -91539.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -91539.609375 Penalty: 2275.404785
	Iteration 32Q: 3 clusters Score -91539.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -91539.609375 Penalty: 2275.404785
	Iteration 33F: 3 clusters Score -91539.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Entering Unmasked Estep 
Score: -141697.921875 Penalty: 1207.393555
	Iteration 0F: 2 clusters Score -141697.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -139831.468750 Penalty: 2414.787109
	Iteration 0F: 3 clusters Score -139831.5 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -140241.109375 Penalty: 2414.787109
	Iteration 1F: 3 clusters Score -140241.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -140360.734375 Penalty: 2414.787109
	Iteration 2F: 3 clusters Score -140360.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -140443.515625 Penalty: 2414.787109
	Iteration 3F: 3 clusters Score -140443.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -140495.781250 Penalty: 2414.787109
	Iteration 4Q: 3 clusters Score -140495.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -140547.437500 Penalty: 2414.787109
	Iteration 5Q: 3 clusters Score -140547.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -140584.421875 Penalty: 2414.787109
	Iteration 6Q: 3 clusters Score -140584.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -140620.859375 Penalty: 2414.787109
	Iteration 7Q: 3 clusters Score -140620.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -140640.109375 Penalty: 2414.787109
	Iteration 8Q: 3 clusters Score -140640.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -140666.546875 Penalty: 2414.787109
	Iteration 9Q: 3 clusters Score -140666.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -140699.875000 Penalty: 2414.787109
	Iteration 10Q: 3 clusters Score -140699.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -140745.703125 Penalty: 2414.787109
	Iteration 11Q: 3 clusters Score -140745.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -140785.281250 Penalty: 2414.787109
	Iteration 12Q: 3 clusters Score -140785.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -140819.078125 Penalty: 2414.787109
	Iteration 13Q: 3 clusters Score -140819.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -140848.781250 Penalty: 2414.787109
	Iteration 14Q: 3 clusters Score -140848.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -140882.296875 Penalty: 2414.787109
	Iteration 15Q: 3 clusters Score -140882.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -140899.281250 Penalty: 2414.787109
	Iteration 16Q: 3 clusters Score -140899.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -140919.828125 Penalty: 2414.787109
	Iteration 17Q: 3 clusters Score -140919.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -140929.671875 Penalty: 2414.787109
	Iteration 18Q: 3 clusters Score -140929.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -140936.671875 Penalty: 2414.787109
	Iteration 19Q: 3 clusters Score -140936.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -140943.078125 Penalty: 2414.787109
	Iteration 20F: 3 clusters Score -140943.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -140946.093750 Penalty: 2414.787109
	Iteration 21Q: 3 clusters Score -140946.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -140948.921875 Penalty: 2414.787109
	Iteration 22Q: 3 clusters Score -140948.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -140951.625000 Penalty: 2414.787109
	Iteration 23Q: 3 clusters Score -140951.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -140954.562500 Penalty: 2414.787109
	Iteration 24Q: 3 clusters Score -140954.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -140955.375000 Penalty: 2414.787109
	Iteration 25Q: 3 clusters Score -140955.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -140955.984375 Penalty: 2414.787109
	Iteration 26Q: 3 clusters Score -140956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -140955.984375 Penalty: 2414.787109
	Iteration 27F: 3 clusters Score -140956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (7728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Entering Unmasked Estep 
Score: -682689.875000 Penalty: 1454.798340
	Iteration 0F: 2 clusters Score -682689.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -676929.062500 Penalty: 2909.596680
	Iteration 0F: 3 clusters Score -676929.1 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -678693.750000 Penalty: 2909.596680
	Iteration 1F: 3 clusters Score -678693.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -678972.062500 Penalty: 2909.596680
	Iteration 2F: 3 clusters Score -678972.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -679206.875000 Penalty: 2909.596680
	Iteration 3F: 3 clusters Score -679206.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -679395.500000 Penalty: 2909.596680
	Iteration 4Q: 3 clusters Score -679395.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -679548.000000 Penalty: 2909.596680
	Iteration 5Q: 3 clusters Score -679548 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -679663.125000 Penalty: 2909.596680
	Iteration 6Q: 3 clusters Score -679663.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -679745.687500 Penalty: 2909.596680
	Iteration 7Q: 3 clusters Score -679745.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -679823.687500 Penalty: 2909.596680
	Iteration 8Q: 3 clusters Score -679823.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -679909.125000 Penalty: 2909.596680
	Iteration 9Q: 3 clusters Score -679909.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -679979.812500 Penalty: 2909.596680
	Iteration 10Q: 3 clusters Score -679979.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -680059.500000 Penalty: 2909.596680
	Iteration 11Q: 3 clusters Score -680059.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -680124.750000 Penalty: 2909.596680
	Iteration 12Q: 3 clusters Score -680124.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -680193.625000 Penalty: 2909.596680
	Iteration 13Q: 3 clusters Score -680193.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -680258.687500 Penalty: 2909.596680
	Iteration 14Q: 3 clusters Score -680258.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -680335.875000 Penalty: 2909.596680
	Iteration 15Q: 3 clusters Score -680335.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -680429.625000 Penalty: 2909.596680
	Iteration 16Q: 3 clusters Score -680429.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -680512.125000 Penalty: 2909.596680
	Iteration 17Q: 3 clusters Score -680512.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -680607.437500 Penalty: 2909.596680
	Iteration 18Q: 3 clusters Score -680607.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -680683.812500 Penalty: 2909.596680
	Iteration 19Q: 3 clusters Score -680683.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -680756.187500 Penalty: 2909.596680
	Iteration 20F: 3 clusters Score -680756.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -680816.750000 Penalty: 2909.596680
	Iteration 21Q: 3 clusters Score -680816.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -680861.000000 Penalty: 2909.596680
	Iteration 22Q: 3 clusters Score -680861 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -680891.562500 Penalty: 2909.596680
	Iteration 23Q: 3 clusters Score -680891.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -680924.937500 Penalty: 2909.596680
	Iteration 24Q: 3 clusters Score -680924.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -680943.125000 Penalty: 2909.596680
	Iteration 25Q: 3 clusters Score -680943.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -680958.687500 Penalty: 2909.596680
	Iteration 26Q: 3 clusters Score -680958.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -680968.062500 Penalty: 2909.596680
	Iteration 27Q: 3 clusters Score -680968.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -680977.812500 Penalty: 2909.596680
	Iteration 28Q: 3 clusters Score -680977.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -680985.437500 Penalty: 2909.596680
	Iteration 29Q: 3 clusters Score -680985.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -680995.937500 Penalty: 2909.596680
	Iteration 30Q: 3 clusters Score -680995.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -681013.687500 Penalty: 2909.596680
	Iteration 31Q: 3 clusters Score -681013.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -681029.250000 Penalty: 2909.596680
	Iteration 32Q: 3 clusters Score -681029.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -681038.562500 Penalty: 2909.596680
	Iteration 33Q: 3 clusters Score -681038.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -681044.062500 Penalty: 2909.596680
	Iteration 34Q: 3 clusters Score -681044.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -681051.875000 Penalty: 2909.596680
	Iteration 35Q: 3 clusters Score -681051.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -681065.375000 Penalty: 2909.596680
	Iteration 36Q: 3 clusters Score -681065.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -681079.250000 Penalty: 2909.596680
	Iteration 37Q: 3 clusters Score -681079.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -681091.250000 Penalty: 2909.596680
	Iteration 38Q: 3 clusters Score -681091.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -681103.062500 Penalty: 2909.596680
	Iteration 39Q: 3 clusters Score -681103.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -681114.062500 Penalty: 2909.596680
	Iteration 40F: 3 clusters Score -681114.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -681127.687500 Penalty: 2909.596680
	Iteration 41Q: 3 clusters Score -681127.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -681139.187500 Penalty: 2909.596680
	Iteration 42Q: 3 clusters Score -681139.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -681151.062500 Penalty: 2909.596680
	Iteration 43Q: 3 clusters Score -681151.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -681163.500000 Penalty: 2909.596680
	Iteration 44Q: 3 clusters Score -681163.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -681171.375000 Penalty: 2909.596680
	Iteration 45Q: 3 clusters Score -681171.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -681178.062500 Penalty: 2909.596680
	Iteration 46Q: 3 clusters Score -681178.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -681185.625000 Penalty: 2909.596680
	Iteration 47Q: 3 clusters Score -681185.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -681195.437500 Penalty: 2909.596680
	Iteration 48Q: 3 clusters Score -681195.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -681200.812500 Penalty: 2909.596680
	Iteration 49Q: 3 clusters Score -681200.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -681206.687500 Penalty: 2909.596680
	Iteration 50Q: 3 clusters Score -681206.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -681213.562500 Penalty: 2909.596680
	Iteration 51Q: 3 clusters Score -681213.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -681225.125000 Penalty: 2909.596680
	Iteration 52Q: 3 clusters Score -681225.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -681241.875000 Penalty: 2909.596680
	Iteration 53Q: 3 clusters Score -681241.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -681254.312500 Penalty: 2909.596680
	Iteration 54Q: 3 clusters Score -681254.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -681267.437500 Penalty: 2909.596680
	Iteration 55Q: 3 clusters Score -681267.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -681279.312500 Penalty: 2909.596680
	Iteration 56Q: 3 clusters Score -681279.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -681287.250000 Penalty: 2909.596680
	Iteration 57Q: 3 clusters Score -681287.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -681299.625000 Penalty: 2909.596680
	Iteration 58Q: 3 clusters Score -681299.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -681309.062500 Penalty: 2909.596680
	Iteration 59Q: 3 clusters Score -681309.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -681322.312500 Penalty: 2909.596680
	Iteration 60F: 3 clusters Score -681322.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -681332.625000 Penalty: 2909.596680
	Iteration 61Q: 3 clusters Score -681332.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -681343.187500 Penalty: 2909.596680
	Iteration 62Q: 3 clusters Score -681343.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -681359.000000 Penalty: 2909.596680
	Iteration 63Q: 3 clusters Score -681359 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -681376.125000 Penalty: 2909.596680
	Iteration 64Q: 3 clusters Score -681376.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -681405.125000 Penalty: 2909.596680
	Iteration 65Q: 3 clusters Score -681405.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -681429.437500 Penalty: 2909.596680
	Iteration 66Q: 3 clusters Score -681429.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -681458.000000 Penalty: 2909.596680
	Iteration 67Q: 3 clusters Score -681458 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -681485.562500 Penalty: 2909.596680
	Iteration 68Q: 3 clusters Score -681485.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -681512.062500 Penalty: 2909.596680
	Iteration 69Q: 3 clusters Score -681512.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -681537.250000 Penalty: 2909.596680
	Iteration 70Q: 3 clusters Score -681537.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -681568.562500 Penalty: 2909.596680
	Iteration 71Q: 3 clusters Score -681568.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -681598.562500 Penalty: 2909.596680
	Iteration 72Q: 3 clusters Score -681598.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -681620.687500 Penalty: 2909.596680
	Iteration 73Q: 3 clusters Score -681620.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -681639.187500 Penalty: 2909.596680
	Iteration 74Q: 3 clusters Score -681639.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -681648.687500 Penalty: 2909.596680
	Iteration 75Q: 3 clusters Score -681648.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -681657.812500 Penalty: 2909.596680
	Iteration 76Q: 3 clusters Score -681657.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -681666.125000 Penalty: 2909.596680
	Iteration 77Q: 3 clusters Score -681666.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -681671.500000 Penalty: 2909.596680
	Iteration 78Q: 3 clusters Score -681671.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -681678.125000 Penalty: 2909.596680
	Iteration 79Q: 3 clusters Score -681678.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -681681.875000 Penalty: 2909.596680
	Iteration 80F: 3 clusters Score -681681.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -681685.000000 Penalty: 2909.596680
	Iteration 81Q: 3 clusters Score -681685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -681688.000000 Penalty: 2909.596680
	Iteration 82Q: 3 clusters Score -681688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -681690.062500 Penalty: 2909.596680
	Iteration 83Q: 3 clusters Score -681690.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -681693.312500 Penalty: 2909.596680
	Iteration 84Q: 3 clusters Score -681693.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -681692.750000 Penalty: 2909.596680
	Iteration 85Q: 3 clusters Score -681692.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -681695.250000 Penalty: 2909.596680
	Iteration 86Q: 3 clusters Score -681695.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -681698.000000 Penalty: 2909.596680
	Iteration 87Q: 3 clusters Score -681698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -681701.500000 Penalty: 2909.596680
	Iteration 88Q: 3 clusters Score -681701.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -681703.000000 Penalty: 2909.596680
	Iteration 89Q: 3 clusters Score -681703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -681705.125000 Penalty: 2909.596680
	Iteration 90Q: 3 clusters Score -681705.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -681705.937500 Penalty: 2909.596680
	Iteration 91Q: 3 clusters Score -681705.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -681707.687500 Penalty: 2909.596680
	Iteration 92Q: 3 clusters Score -681707.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -681708.375000 Penalty: 2909.596680
	Iteration 93Q: 3 clusters Score -681708.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -681710.250000 Penalty: 2909.596680
	Iteration 94Q: 3 clusters Score -681710.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -681710.437500 Penalty: 2909.596680
	Iteration 95Q: 3 clusters Score -681710.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -681710.437500 Penalty: 2909.596680
	Iteration 96Q: 3 clusters Score -681710.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -681712.250000 Penalty: 2909.596680
	Iteration 97Q: 3 clusters Score -681712.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -681713.312500 Penalty: 2909.596680
	Iteration 98Q: 3 clusters Score -681713.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -681714.312500 Penalty: 2909.596680
	Iteration 99Q: 3 clusters Score -681714.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -681714.312500 Penalty: 2909.596680
	Iteration 100F: 3 clusters Score -681714.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Entering Unmasked Estep 
Score: -495988.625000 Penalty: 1401.236450
	Iteration 0F: 2 clusters Score -495988.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -491595.812500 Penalty: 2802.472900
	Iteration 0F: 3 clusters Score -491595.8 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -492915.406250 Penalty: 2802.472900
	Iteration 1F: 3 clusters Score -492915.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -493075.687500 Penalty: 2802.472900
	Iteration 2F: 3 clusters Score -493075.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -493195.343750 Penalty: 2802.472900
	Iteration 3Q: 3 clusters Score -493195.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -493296.625000 Penalty: 2802.472900
	Iteration 4Q: 3 clusters Score -493296.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -493393.218750 Penalty: 2802.472900
	Iteration 5Q: 3 clusters Score -493393.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -493477.156250 Penalty: 2802.472900
	Iteration 6Q: 3 clusters Score -493477.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -493571.218750 Penalty: 2802.472900
	Iteration 7Q: 3 clusters Score -493571.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -493683.656250 Penalty: 2802.472900
	Iteration 8Q: 3 clusters Score -493683.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -493817.781250 Penalty: 2802.472900
	Iteration 9Q: 3 clusters Score -493817.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -493974.093750 Penalty: 2802.472900
	Iteration 10Q: 3 clusters Score -493974.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -494155.031250 Penalty: 2802.472900
	Iteration 11Q: 3 clusters Score -494155 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -494328.843750 Penalty: 2802.472900
	Iteration 12Q: 3 clusters Score -494328.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -494455.000000 Penalty: 2802.472900
	Iteration 13Q: 3 clusters Score -494455 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -494522.781250 Penalty: 2802.472900
	Iteration 14Q: 3 clusters Score -494522.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -494569.843750 Penalty: 2802.472900
	Iteration 15Q: 3 clusters Score -494569.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -494611.375000 Penalty: 2802.472900
	Iteration 16Q: 3 clusters Score -494611.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -494650.812500 Penalty: 2802.472900
	Iteration 17Q: 3 clusters Score -494650.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -494683.437500 Penalty: 2802.472900
	Iteration 18Q: 3 clusters Score -494683.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -494707.093750 Penalty: 2802.472900
	Iteration 19Q: 3 clusters Score -494707.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -494723.468750 Penalty: 2802.472900
	Iteration 20F: 3 clusters Score -494723.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -494738.750000 Penalty: 2802.472900
	Iteration 21Q: 3 clusters Score -494738.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -494750.906250 Penalty: 2802.472900
	Iteration 22Q: 3 clusters Score -494750.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -494759.812500 Penalty: 2802.472900
	Iteration 23Q: 3 clusters Score -494759.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -494767.937500 Penalty: 2802.472900
	Iteration 24Q: 3 clusters Score -494767.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -494774.968750 Penalty: 2802.472900
	Iteration 25Q: 3 clusters Score -494775 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -494781.531250 Penalty: 2802.472900
	Iteration 26Q: 3 clusters Score -494781.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -494789.000000 Penalty: 2802.472900
	Iteration 27Q: 3 clusters Score -494789 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -494798.562500 Penalty: 2802.472900
	Iteration 28Q: 3 clusters Score -494798.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -494808.531250 Penalty: 2802.472900
	Iteration 29Q: 3 clusters Score -494808.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -494815.781250 Penalty: 2802.472900
	Iteration 30Q: 3 clusters Score -494815.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -494825.562500 Penalty: 2802.472900
	Iteration 31Q: 3 clusters Score -494825.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -494834.218750 Penalty: 2802.472900
	Iteration 32Q: 3 clusters Score -494834.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -494845.718750 Penalty: 2802.472900
	Iteration 33Q: 3 clusters Score -494845.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -494852.343750 Penalty: 2802.472900
	Iteration 34Q: 3 clusters Score -494852.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -494857.437500 Penalty: 2802.472900
	Iteration 35Q: 3 clusters Score -494857.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -494862.437500 Penalty: 2802.472900
	Iteration 36Q: 3 clusters Score -494862.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -494870.093750 Penalty: 2802.472900
	Iteration 37Q: 3 clusters Score -494870.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -494875.343750 Penalty: 2802.472900
	Iteration 38Q: 3 clusters Score -494875.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -494884.218750 Penalty: 2802.472900
	Iteration 39Q: 3 clusters Score -494884.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -494897.093750 Penalty: 2802.472900
	Iteration 40F: 3 clusters Score -494897.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -494910.718750 Penalty: 2802.472900
	Iteration 41Q: 3 clusters Score -494910.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -494927.500000 Penalty: 2802.472900
	Iteration 42Q: 3 clusters Score -494927.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -494947.375000 Penalty: 2802.472900
	Iteration 43Q: 3 clusters Score -494947.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -494971.625000 Penalty: 2802.472900
	Iteration 44Q: 3 clusters Score -494971.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -495004.343750 Penalty: 2802.472900
	Iteration 45Q: 3 clusters Score -495004.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -495035.500000 Penalty: 2802.472900
	Iteration 46Q: 3 clusters Score -495035.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -495064.062500 Penalty: 2802.472900
	Iteration 47Q: 3 clusters Score -495064.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -495093.718750 Penalty: 2802.472900
	Iteration 48Q: 3 clusters Score -495093.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -495118.781250 Penalty: 2802.472900
	Iteration 49Q: 3 clusters Score -495118.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -495145.031250 Penalty: 2802.472900
	Iteration 50Q: 3 clusters Score -495145 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -495171.656250 Penalty: 2802.472900
	Iteration 51Q: 3 clusters Score -495171.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -495193.718750 Penalty: 2802.472900
	Iteration 52Q: 3 clusters Score -495193.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -495211.093750 Penalty: 2802.472900
	Iteration 53Q: 3 clusters Score -495211.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -495224.812500 Penalty: 2802.472900
	Iteration 54Q: 3 clusters Score -495224.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -495237.187500 Penalty: 2802.472900
	Iteration 55Q: 3 clusters Score -495237.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -495245.531250 Penalty: 2802.472900
	Iteration 56Q: 3 clusters Score -495245.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -495250.562500 Penalty: 2802.472900
	Iteration 57Q: 3 clusters Score -495250.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -495254.375000 Penalty: 2802.472900
	Iteration 58Q: 3 clusters Score -495254.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -495256.406250 Penalty: 2802.472900
	Iteration 59Q: 3 clusters Score -495256.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -495256.656250 Penalty: 2802.472900
	Iteration 60F: 3 clusters Score -495256.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -495258.562500 Penalty: 2802.472900
	Iteration 61Q: 3 clusters Score -495258.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -495258.656250 Penalty: 2802.472900
	Iteration 62Q: 3 clusters Score -495258.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -495260.812500 Penalty: 2802.472900
	Iteration 63Q: 3 clusters Score -495260.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -495261.781250 Penalty: 2802.472900
	Iteration 64Q: 3 clusters Score -495261.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -495261.906250 Penalty: 2802.472900
	Iteration 65Q: 3 clusters Score -495261.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -495262.687500 Penalty: 2802.472900
	Iteration 66Q: 3 clusters Score -495262.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -495262.687500 Penalty: 2802.472900
	Iteration 67F: 3 clusters Score -495262.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Entering Unmasked Estep 
Score: -396694.625000 Penalty: 1368.360840
	Iteration 0F: 2 clusters Score -396694.6 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 2300 members 
Entering Unmasked Estep 
Score: -393015.875000 Penalty: 2736.721680
	Iteration 0F: 3 clusters Score -393015.9 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -394225.843750 Penalty: 2736.721680
	Iteration 1F: 3 clusters Score -394225.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -394691.500000 Penalty: 2736.721680
	Iteration 2F: 3 clusters Score -394691.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -395239.562500 Penalty: 2736.721680
	Iteration 3F: 3 clusters Score -395239.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -395771.718750 Penalty: 2736.721680
	Iteration 4F: 3 clusters Score -395771.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -396215.156250 Penalty: 2736.721680
	Iteration 5F: 3 clusters Score -396215.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -396497.312500 Penalty: 2736.721680
	Iteration 6F: 3 clusters Score -396497.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -396601.250000 Penalty: 2736.721680
	Iteration 7Q: 3 clusters Score -396601.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -396661.218750 Penalty: 2736.721680
	Iteration 8Q: 3 clusters Score -396661.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -396695.281250 Penalty: 2736.721680
	Iteration 9Q: 3 clusters Score -396695.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -396714.281250 Penalty: 2736.721680
	Iteration 10Q: 3 clusters Score -396714.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -396731.500000 Penalty: 2736.721680
	Iteration 11Q: 3 clusters Score -396731.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -396757.031250 Penalty: 2736.721680
	Iteration 12Q: 3 clusters Score -396757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -396780.937500 Penalty: 2736.721680
	Iteration 13Q: 3 clusters Score -396780.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -396814.937500 Penalty: 2736.721680
	Iteration 14Q: 3 clusters Score -396814.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -396847.218750 Penalty: 2736.721680
	Iteration 15Q: 3 clusters Score -396847.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -396877.593750 Penalty: 2736.721680
	Iteration 16Q: 3 clusters Score -396877.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -396901.250000 Penalty: 2736.721680
	Iteration 17Q: 3 clusters Score -396901.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -396927.750000 Penalty: 2736.721680
	Iteration 18Q: 3 clusters Score -396927.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -396948.187500 Penalty: 2736.721680
	Iteration 19Q: 3 clusters Score -396948.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -396956.500000 Penalty: 2736.721680
	Iteration 20F: 3 clusters Score -396956.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -396959.375000 Penalty: 2736.721680
	Iteration 21Q: 3 clusters Score -396959.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -396960.062500 Penalty: 2736.721680
	Iteration 22Q: 3 clusters Score -396960.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -396960.062500 Penalty: 2736.721680
	Iteration 23F: 3 clusters Score -396960.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 51456 members 
Mstep: Class 3 contains 41981 members 
Mstep: Class 4 contains 177529 members 
Mstep: Class 5 contains 7312 members 
Mstep: Class 6 contains 14954 members 
Mstep: Class 7 contains 10796 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124518 members 
Mstep: Class 10 contains 33124 members 
Mstep: Class 11 contains 18391 members 
Mstep: Class 12 contains 41637 members 
Mstep: Class 13 contains 4381 members 
Mstep: Class 14 contains 1446 members 
Mstep: Class 15 contains 17619 members 
Mstep: Class 16 contains 21135 members 
Mstep: Class 17 contains 88121 members 
Mstep: Class 18 contains 60665 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 5739 members 
Mstep: Class 21 contains 1644 members 
Mstep: Class 22 contains 2397 members 
Mstep: Class 23 contains 61016 members 
Mstep: Class 24 contains 6384 members 
Mstep: Class 25 contains 12916 members 
Mstep: Class 26 contains 5712 members 
Mstep: Class 27 contains 1786 members 
Mstep: Class 28 contains 7296 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 69929 members 
Mstep: Class 31 contains 1654 members 
Mstep: Class 32 contains 14296 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1522 members 
Mstep: Class 35 contains 1043 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 7728 members 
Mstep: Class 39 contains 5558 members 
Mstep: Class 40 contains 2806 members 
Mstep: Class 41 contains 3431 members 
Mstep: Class 42 contains 1734 members 
Entering Unmasked Estep 
Score: -84445216.000000 Penalty: 94000.359375
Splitting cluster 40 changes total score from -84445856.000000 to -84445216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (3431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Entering Unmasked Estep 
Score: -311880.156250 Penalty: 1322.848633
	Iteration 0F: 2 clusters Score -311880.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -308902.218750 Penalty: 2645.697266
	Iteration 0F: 3 clusters Score -308902.2 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -309611.187500 Penalty: 2645.697266
	Iteration 1F: 3 clusters Score -309611.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -309726.968750 Penalty: 2645.697266
	Iteration 2F: 3 clusters Score -309727 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -309812.500000 Penalty: 2645.697266
	Iteration 3Q: 3 clusters Score -309812.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -309879.312500 Penalty: 2645.697266
	Iteration 4Q: 3 clusters Score -309879.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -309935.531250 Penalty: 2645.697266
	Iteration 5Q: 3 clusters Score -309935.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -309978.437500 Penalty: 2645.697266
	Iteration 6Q: 3 clusters Score -309978.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -310017.375000 Penalty: 2645.697266
	Iteration 7Q: 3 clusters Score -310017.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -310052.375000 Penalty: 2645.697266
	Iteration 8Q: 3 clusters Score -310052.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -310074.968750 Penalty: 2645.697266
	Iteration 9Q: 3 clusters Score -310075 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -310097.656250 Penalty: 2645.697266
	Iteration 10Q: 3 clusters Score -310097.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -310120.343750 Penalty: 2645.697266
	Iteration 11Q: 3 clusters Score -310120.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -310141.093750 Penalty: 2645.697266
	Iteration 12Q: 3 clusters Score -310141.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -310165.375000 Penalty: 2645.697266
	Iteration 13Q: 3 clusters Score -310165.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -310190.968750 Penalty: 2645.697266
	Iteration 14Q: 3 clusters Score -310191 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -310207.843750 Penalty: 2645.697266
	Iteration 15Q: 3 clusters Score -310207.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -310236.781250 Penalty: 2645.697266
	Iteration 16Q: 3 clusters Score -310236.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -310268.250000 Penalty: 2645.697266
	Iteration 17Q: 3 clusters Score -310268.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -310294.968750 Penalty: 2645.697266
	Iteration 18Q: 3 clusters Score -310295 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -310324.500000 Penalty: 2645.697266
	Iteration 19Q: 3 clusters Score -310324.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -310358.531250 Penalty: 2645.697266
	Iteration 20F: 3 clusters Score -310358.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -310388.937500 Penalty: 2645.697266
	Iteration 21Q: 3 clusters Score -310388.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -310423.281250 Penalty: 2645.697266
	Iteration 22Q: 3 clusters Score -310423.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -310463.843750 Penalty: 2645.697266
	Iteration 23Q: 3 clusters Score -310463.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -310499.968750 Penalty: 2645.697266
	Iteration 24Q: 3 clusters Score -310500 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -310525.031250 Penalty: 2645.697266
	Iteration 25Q: 3 clusters Score -310525 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -310547.593750 Penalty: 2645.697266
	Iteration 26Q: 3 clusters Score -310547.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -310566.937500 Penalty: 2645.697266
	Iteration 27Q: 3 clusters Score -310566.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -310583.500000 Penalty: 2645.697266
	Iteration 28Q: 3 clusters Score -310583.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -310598.000000 Penalty: 2645.697266
	Iteration 29Q: 3 clusters Score -310598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -310615.937500 Penalty: 2645.697266
	Iteration 30Q: 3 clusters Score -310615.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -310630.187500 Penalty: 2645.697266
	Iteration 31Q: 3 clusters Score -310630.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -310639.843750 Penalty: 2645.697266
	Iteration 32Q: 3 clusters Score -310639.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -310643.500000 Penalty: 2645.697266
	Iteration 33Q: 3 clusters Score -310643.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -310644.750000 Penalty: 2645.697266
	Iteration 34Q: 3 clusters Score -310644.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -310650.375000 Penalty: 2645.697266
	Iteration 35Q: 3 clusters Score -310650.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -310658.375000 Penalty: 2645.697266
	Iteration 36Q: 3 clusters Score -310658.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -310663.500000 Penalty: 2645.697266
	Iteration 37Q: 3 clusters Score -310663.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -310665.781250 Penalty: 2645.697266
	Iteration 38Q: 3 clusters Score -310665.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -310666.593750 Penalty: 2645.697266
	Iteration 39Q: 3 clusters Score -310666.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -310668.125000 Penalty: 2645.697266
	Iteration 40F: 3 clusters Score -310668.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -310668.531250 Penalty: 2645.697266
	Iteration 41Q: 3 clusters Score -310668.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -310669.781250 Penalty: 2645.697266
	Iteration 42Q: 3 clusters Score -310669.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -310669.781250 Penalty: 2645.697266
	Iteration 43F: 3 clusters Score -310669.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 51456 members 
Mstep: Class 3 contains 41981 members 
Mstep: Class 4 contains 177529 members 
Mstep: Class 5 contains 7312 members 
Mstep: Class 6 contains 14954 members 
Mstep: Class 7 contains 10796 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124518 members 
Mstep: Class 10 contains 33124 members 
Mstep: Class 11 contains 18391 members 
Mstep: Class 12 contains 41637 members 
Mstep: Class 13 contains 4381 members 
Mstep: Class 14 contains 1446 members 
Mstep: Class 15 contains 17619 members 
Mstep: Class 16 contains 21135 members 
Mstep: Class 17 contains 88121 members 
Mstep: Class 18 contains 60665 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 5739 members 
Mstep: Class 21 contains 1644 members 
Mstep: Class 22 contains 2397 members 
Mstep: Class 23 contains 61016 members 
Mstep: Class 24 contains 6384 members 
Mstep: Class 25 contains 12916 members 
Mstep: Class 26 contains 5712 members 
Mstep: Class 27 contains 1786 members 
Mstep: Class 28 contains 7296 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 69929 members 
Mstep: Class 31 contains 1654 members 
Mstep: Class 32 contains 14296 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1522 members 
Mstep: Class 35 contains 1043 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 7728 members 
Mstep: Class 39 contains 5558 members 
Mstep: Class 40 contains 4540 members 
Mstep: Class 41 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445696.000000 Penalty: 91762.257812
Iteration 159Q: 42 clusters Score -8.44457e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 51456 members 
Mstep: Class 3 contains 41982 members 
Mstep: Class 4 contains 177514 members 
Mstep: Class 5 contains 7308 members 
Mstep: Class 6 contains 14955 members 
Mstep: Class 7 contains 10796 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124525 members 
Mstep: Class 10 contains 33103 members 
Mstep: Class 11 contains 18391 members 
Mstep: Class 12 contains 41597 members 
Mstep: Class 13 contains 4382 members 
Mstep: Class 14 contains 1448 members 
Mstep: Class 15 contains 17619 members 
Mstep: Class 16 contains 21141 members 
Mstep: Class 17 contains 88131 members 
Mstep: Class 18 contains 60666 members 
Mstep: Class 19 contains 1541 members 
Mstep: Class 20 contains 5725 members 
Mstep: Class 21 contains 1644 members 
Mstep: Class 22 contains 2396 members 
Mstep: Class 23 contains 61015 members 
Mstep: Class 24 contains 6384 members 
Mstep: Class 25 contains 12927 members 
Mstep: Class 26 contains 5712 members 
Mstep: Class 27 contains 1788 members 
Mstep: Class 28 contains 7295 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 69938 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 14299 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1522 members 
Mstep: Class 35 contains 1043 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 7739 members 
Mstep: Class 39 contains 5557 members 
Mstep: Class 40 contains 4540 members 
Mstep: Class 41 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445784.000000 Penalty: 91762.257812
Iteration 160F: 42 clusters Score -8.444578e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 51456 members 
Mstep: Class 3 contains 41983 members 
Mstep: Class 4 contains 177483 members 
Mstep: Class 5 contains 7308 members 
Mstep: Class 6 contains 14954 members 
Mstep: Class 7 contains 10796 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124537 members 
Mstep: Class 10 contains 33090 members 
Mstep: Class 11 contains 18391 members 
Mstep: Class 12 contains 41552 members 
Mstep: Class 13 contains 4383 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 17620 members 
Mstep: Class 16 contains 21145 members 
Mstep: Class 17 contains 88147 members 
Mstep: Class 18 contains 60668 members 
Mstep: Class 19 contains 1541 members 
Mstep: Class 20 contains 5721 members 
Mstep: Class 21 contains 1644 members 
Mstep: Class 22 contains 2396 members 
Mstep: Class 23 contains 61016 members 
Mstep: Class 24 contains 6384 members 
Mstep: Class 25 contains 12934 members 
Mstep: Class 26 contains 5711 members 
Mstep: Class 27 contains 1788 members 
Mstep: Class 28 contains 7295 members 
Mstep: Class 29 contains 2579 members 
Mstep: Class 30 contains 69941 members 
Mstep: Class 31 contains 1656 members 
Mstep: Class 32 contains 14305 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1521 members 
Mstep: Class 35 contains 1043 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 7747 members 
Mstep: Class 39 contains 5556 members 
Mstep: Class 40 contains 4539 members 
Mstep: Class 41 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445752.000000 Penalty: 91762.257812
Iteration 161Q: 42 clusters Score -8.444575e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 51456 members 
Mstep: Class 3 contains 41981 members 
Mstep: Class 4 contains 177466 members 
Mstep: Class 5 contains 7307 members 
Mstep: Class 6 contains 14953 members 
Mstep: Class 7 contains 10798 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124539 members 
Mstep: Class 10 contains 33087 members 
Mstep: Class 11 contains 18391 members 
Mstep: Class 12 contains 41515 members 
Mstep: Class 13 contains 4381 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 17620 members 
Mstep: Class 16 contains 21149 members 
Mstep: Class 17 contains 88153 members 
Mstep: Class 18 contains 60668 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 5721 members 
Mstep: Class 21 contains 1644 members 
Mstep: Class 22 contains 2396 members 
Mstep: Class 23 contains 61013 members 
Mstep: Class 24 contains 6383 members 
Mstep: Class 25 contains 12942 members 
Mstep: Class 26 contains 5710 members 
Mstep: Class 27 contains 1788 members 
Mstep: Class 28 contains 7293 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 69941 members 
Mstep: Class 31 contains 1657 members 
Mstep: Class 32 contains 14312 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1520 members 
Mstep: Class 35 contains 1043 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 7758 members 
Mstep: Class 39 contains 5557 members 
Mstep: Class 40 contains 4539 members 
Mstep: Class 41 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445784.000000 Penalty: 91762.257812
Iteration 162Q: 42 clusters Score -8.444578e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 51456 members 
Mstep: Class 3 contains 41982 members 
Mstep: Class 4 contains 177453 members 
Mstep: Class 5 contains 7306 members 
Mstep: Class 6 contains 14950 members 
Mstep: Class 7 contains 10800 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124540 members 
Mstep: Class 10 contains 33089 members 
Mstep: Class 11 contains 18391 members 
Mstep: Class 12 contains 41482 members 
Mstep: Class 13 contains 4379 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 17621 members 
Mstep: Class 16 contains 21150 members 
Mstep: Class 17 contains 88155 members 
Mstep: Class 18 contains 60669 members 
Mstep: Class 19 contains 1533 members 
Mstep: Class 20 contains 5719 members 
Mstep: Class 21 contains 1644 members 
Mstep: Class 22 contains 2394 members 
Mstep: Class 23 contains 61014 members 
Mstep: Class 24 contains 6383 members 
Mstep: Class 25 contains 12950 members 
Mstep: Class 26 contains 5709 members 
Mstep: Class 27 contains 1788 members 
Mstep: Class 28 contains 7291 members 
Mstep: Class 29 contains 2579 members 
Mstep: Class 30 contains 69944 members 
Mstep: Class 31 contains 1658 members 
Mstep: Class 32 contains 14315 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1520 members 
Mstep: Class 35 contains 1043 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 7764 members 
Mstep: Class 39 contains 5552 members 
Mstep: Class 40 contains 4540 members 
Mstep: Class 41 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445808.000000 Penalty: 91762.257812
Iteration 163Q: 42 clusters Score -8.444581e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 51456 members 
Mstep: Class 3 contains 41983 members 
Mstep: Class 4 contains 177449 members 
Mstep: Class 5 contains 7306 members 
Mstep: Class 6 contains 14949 members 
Mstep: Class 7 contains 10803 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124543 members 
Mstep: Class 10 contains 33080 members 
Mstep: Class 11 contains 18391 members 
Mstep: Class 12 contains 41446 members 
Mstep: Class 13 contains 4378 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 17619 members 
Mstep: Class 16 contains 21154 members 
Mstep: Class 17 contains 88152 members 
Mstep: Class 18 contains 60669 members 
Mstep: Class 19 contains 1529 members 
Mstep: Class 20 contains 5717 members 
Mstep: Class 21 contains 1644 members 
Mstep: Class 22 contains 2393 members 
Mstep: Class 23 contains 61014 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 12961 members 
Mstep: Class 26 contains 5710 members 
Mstep: Class 27 contains 1786 members 
Mstep: Class 28 contains 7290 members 
Mstep: Class 29 contains 2581 members 
Mstep: Class 30 contains 69947 members 
Mstep: Class 31 contains 1658 members 
Mstep: Class 32 contains 14317 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1520 members 
Mstep: Class 35 contains 1043 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 7771 members 
Mstep: Class 39 contains 5549 members 
Mstep: Class 40 contains 4540 members 
Mstep: Class 41 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445832.000000 Penalty: 91762.257812
Iteration 164Q: 42 clusters Score -8.444583e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 51456 members 
Mstep: Class 3 contains 41985 members 
Mstep: Class 4 contains 177437 members 
Mstep: Class 5 contains 7305 members 
Mstep: Class 6 contains 14947 members 
Mstep: Class 7 contains 10803 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124545 members 
Mstep: Class 10 contains 33071 members 
Mstep: Class 11 contains 18391 members 
Mstep: Class 12 contains 41404 members 
Mstep: Class 13 contains 4377 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 17616 members 
Mstep: Class 16 contains 21155 members 
Mstep: Class 17 contains 88157 members 
Mstep: Class 18 contains 60671 members 
Mstep: Class 19 contains 1524 members 
Mstep: Class 20 contains 5715 members 
Mstep: Class 21 contains 1644 members 
Mstep: Class 22 contains 2393 members 
Mstep: Class 23 contains 61014 members 
Mstep: Class 24 contains 6388 members 
Mstep: Class 25 contains 12969 members 
Mstep: Class 26 contains 5710 members 
Mstep: Class 27 contains 1785 members 
Mstep: Class 28 contains 7290 members 
Mstep: Class 29 contains 2584 members 
Mstep: Class 30 contains 69952 members 
Mstep: Class 31 contains 1658 members 
Mstep: Class 32 contains 14315 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1521 members 
Mstep: Class 35 contains 1043 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 7779 members 
Mstep: Class 39 contains 5548 members 
Mstep: Class 40 contains 4540 members 
Mstep: Class 41 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445792.000000 Penalty: 91762.257812
Iteration 165Q: 42 clusters Score -8.444579e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 51456 members 
Mstep: Class 3 contains 41985 members 
Mstep: Class 4 contains 177430 members 
Mstep: Class 5 contains 7306 members 
Mstep: Class 6 contains 14944 members 
Mstep: Class 7 contains 10804 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124546 members 
Mstep: Class 10 contains 33071 members 
Mstep: Class 11 contains 18391 members 
Mstep: Class 12 contains 41368 members 
Mstep: Class 13 contains 4377 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 17615 members 
Mstep: Class 16 contains 21159 members 
Mstep: Class 17 contains 88162 members 
Mstep: Class 18 contains 60671 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 5713 members 
Mstep: Class 21 contains 1644 members 
Mstep: Class 22 contains 2393 members 
Mstep: Class 23 contains 61014 members 
Mstep: Class 24 contains 6389 members 
Mstep: Class 25 contains 12965 members 
Mstep: Class 26 contains 5710 members 
Mstep: Class 27 contains 1785 members 
Mstep: Class 28 contains 7289 members 
Mstep: Class 29 contains 2585 members 
Mstep: Class 30 contains 69952 members 
Mstep: Class 31 contains 1658 members 
Mstep: Class 32 contains 14314 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1521 members 
Mstep: Class 35 contains 1043 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 7793 members 
Mstep: Class 39 contains 5545 members 
Mstep: Class 40 contains 4542 members 
Mstep: Class 41 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445800.000000 Penalty: 91762.257812
Iteration 166Q: 42 clusters Score -8.44458e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 51456 members 
Mstep: Class 3 contains 41986 members 
Mstep: Class 4 contains 177406 members 
Mstep: Class 5 contains 7306 members 
Mstep: Class 6 contains 14941 members 
Mstep: Class 7 contains 10803 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124547 members 
Mstep: Class 10 contains 33078 members 
Mstep: Class 11 contains 18391 members 
Mstep: Class 12 contains 41332 members 
Mstep: Class 13 contains 4378 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 17613 members 
Mstep: Class 16 contains 21164 members 
Mstep: Class 17 contains 88168 members 
Mstep: Class 18 contains 60672 members 
Mstep: Class 19 contains 1504 members 
Mstep: Class 20 contains 5709 members 
Mstep: Class 21 contains 1644 members 
Mstep: Class 22 contains 2393 members 
Mstep: Class 23 contains 61014 members 
Mstep: Class 24 contains 6389 members 
Mstep: Class 25 contains 12966 members 
Mstep: Class 26 contains 5712 members 
Mstep: Class 27 contains 1785 members 
Mstep: Class 28 contains 7289 members 
Mstep: Class 29 contains 2587 members 
Mstep: Class 30 contains 69952 members 
Mstep: Class 31 contains 1658 members 
Mstep: Class 32 contains 14316 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1520 members 
Mstep: Class 35 contains 1043 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 7804 members 
Mstep: Class 39 contains 5544 members 
Mstep: Class 40 contains 4543 members 
Mstep: Class 41 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445832.000000 Penalty: 91762.257812
Iteration 167Q: 42 clusters Score -8.444583e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 51456 members 
Mstep: Class 3 contains 41987 members 
Mstep: Class 4 contains 177386 members 
Mstep: Class 5 contains 7306 members 
Mstep: Class 6 contains 14936 members 
Mstep: Class 7 contains 10803 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124552 members 
Mstep: Class 10 contains 33080 members 
Mstep: Class 11 contains 18391 members 
Mstep: Class 12 contains 41304 members 
Mstep: Class 13 contains 4378 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 17615 members 
Mstep: Class 16 contains 21168 members 
Mstep: Class 17 contains 88174 members 
Mstep: Class 18 contains 60671 members 
Mstep: Class 19 contains 1495 members 
Mstep: Class 20 contains 5705 members 
Mstep: Class 21 contains 1644 members 
Mstep: Class 22 contains 2395 members 
Mstep: Class 23 contains 61014 members 
Mstep: Class 24 contains 6389 members 
Mstep: Class 25 contains 12964 members 
Mstep: Class 26 contains 5714 members 
Mstep: Class 27 contains 1785 members 
Mstep: Class 28 contains 7289 members 
Mstep: Class 29 contains 2587 members 
Mstep: Class 30 contains 69958 members 
Mstep: Class 31 contains 1658 members 
Mstep: Class 32 contains 14317 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1520 members 
Mstep: Class 35 contains 1043 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 7813 members 
Mstep: Class 39 contains 5542 members 
Mstep: Class 40 contains 4542 members 
Mstep: Class 41 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445848.000000 Penalty: 91762.257812
Iteration 168Q: 42 clusters Score -8.444585e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 51456 members 
Mstep: Class 3 contains 41987 members 
Mstep: Class 4 contains 177365 members 
Mstep: Class 5 contains 7305 members 
Mstep: Class 6 contains 14936 members 
Mstep: Class 7 contains 10806 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124553 members 
Mstep: Class 10 contains 33084 members 
Mstep: Class 11 contains 18391 members 
Mstep: Class 12 contains 41276 members 
Mstep: Class 13 contains 4378 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 17613 members 
Mstep: Class 16 contains 21163 members 
Mstep: Class 17 contains 88179 members 
Mstep: Class 18 contains 60672 members 
Mstep: Class 19 contains 1489 members 
Mstep: Class 20 contains 5704 members 
Mstep: Class 21 contains 1644 members 
Mstep: Class 22 contains 2393 members 
Mstep: Class 23 contains 61014 members 
Mstep: Class 24 contains 6389 members 
Mstep: Class 25 contains 12974 members 
Mstep: Class 26 contains 5715 members 
Mstep: Class 27 contains 1785 members 
Mstep: Class 28 contains 7289 members 
Mstep: Class 29 contains 2588 members 
Mstep: Class 30 contains 69962 members 
Mstep: Class 31 contains 1658 members 
Mstep: Class 32 contains 14315 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1520 members 
Mstep: Class 35 contains 1043 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1687 members 
Mstep: Class 38 contains 7824 members 
Mstep: Class 39 contains 5538 members 
Mstep: Class 40 contains 4543 members 
Mstep: Class 41 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84446024.000000 Penalty: 91762.257812
Iteration 169Q: 42 clusters Score -8.444602e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 51456 members 
Mstep: Class 3 contains 41987 members 
Mstep: Class 4 contains 177344 members 
Mstep: Class 5 contains 7306 members 
Mstep: Class 6 contains 14934 members 
Mstep: Class 7 contains 10807 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124553 members 
Mstep: Class 10 contains 33094 members 
Mstep: Class 11 contains 18391 members 
Mstep: Class 12 contains 41240 members 
Mstep: Class 13 contains 4378 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 17614 members 
Mstep: Class 16 contains 21162 members 
Mstep: Class 17 contains 88177 members 
Mstep: Class 18 contains 60673 members 
Mstep: Class 19 contains 1486 members 
Mstep: Class 20 contains 5700 members 
Mstep: Class 21 contains 1644 members 
Mstep: Class 22 contains 2392 members 
Mstep: Class 23 contains 61014 members 
Mstep: Class 24 contains 6388 members 
Mstep: Class 25 contains 12981 members 
Mstep: Class 26 contains 5715 members 
Mstep: Class 27 contains 1785 members 
Mstep: Class 28 contains 7291 members 
Mstep: Class 29 contains 2589 members 
Mstep: Class 30 contains 69970 members 
Mstep: Class 31 contains 1658 members 
Mstep: Class 32 contains 14315 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1519 members 
Mstep: Class 35 contains 1042 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1688 members 
Mstep: Class 38 contains 7840 members 
Mstep: Class 39 contains 5537 members 
Mstep: Class 40 contains 4542 members 
Mstep: Class 41 contains 3433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445904.000000 Penalty: 91762.257812
Iteration 170Q: 42 clusters Score -8.44459e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 51456 members 
Mstep: Class 3 contains 41986 members 
Mstep: Class 4 contains 177329 members 
Mstep: Class 5 contains 7307 members 
Mstep: Class 6 contains 14934 members 
Mstep: Class 7 contains 10808 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124553 members 
Mstep: Class 10 contains 33098 members 
Mstep: Class 11 contains 18391 members 
Mstep: Class 12 contains 41201 members 
Mstep: Class 13 contains 4378 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 17616 members 
Mstep: Class 16 contains 21163 members 
Mstep: Class 17 contains 88169 members 
Mstep: Class 18 contains 60674 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 20 contains 5695 members 
Mstep: Class 21 contains 1644 members 
Mstep: Class 22 contains 2390 members 
Mstep: Class 23 contains 61015 members 
Mstep: Class 24 contains 6388 members 
Mstep: Class 25 contains 12988 members 
Mstep: Class 26 contains 5714 members 
Mstep: Class 27 contains 1785 members 
Mstep: Class 28 contains 7291 members 
Mstep: Class 29 contains 2591 members 
Mstep: Class 30 contains 69979 members 
Mstep: Class 31 contains 1658 members 
Mstep: Class 32 contains 14314 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1519 members 
Mstep: Class 35 contains 1041 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1690 members 
Mstep: Class 38 contains 7852 members 
Mstep: Class 39 contains 5535 members 
Mstep: Class 40 contains 4543 members 
Mstep: Class 41 contains 3433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445872.000000 Penalty: 91762.257812
Iteration 171Q: 42 clusters Score -8.444587e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 51456 members 
Mstep: Class 3 contains 41986 members 
Mstep: Class 4 contains 177319 members 
Mstep: Class 5 contains 7306 members 
Mstep: Class 6 contains 14931 members 
Mstep: Class 7 contains 10808 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124554 members 
Mstep: Class 10 contains 33097 members 
Mstep: Class 11 contains 18391 members 
Mstep: Class 12 contains 41165 members 
Mstep: Class 13 contains 4378 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 17616 members 
Mstep: Class 16 contains 21161 members 
Mstep: Class 17 contains 88177 members 
Mstep: Class 18 contains 60675 members 
Mstep: Class 19 contains 1485 members 
Mstep: Class 20 contains 5693 members 
Mstep: Class 21 contains 1644 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 61013 members 
Mstep: Class 24 contains 6389 members 
Mstep: Class 25 contains 12997 members 
Mstep: Class 26 contains 5710 members 
Mstep: Class 27 contains 1785 members 
Mstep: Class 28 contains 7291 members 
Mstep: Class 29 contains 2592 members 
Mstep: Class 30 contains 69990 members 
Mstep: Class 31 contains 1658 members 
Mstep: Class 32 contains 14313 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1519 members 
Mstep: Class 35 contains 1040 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1690 members 
Mstep: Class 38 contains 7862 members 
Mstep: Class 39 contains 5527 members 
Mstep: Class 40 contains 4540 members 
Mstep: Class 41 contains 3433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445840.000000 Penalty: 91762.257812
Iteration 172Q: 42 clusters Score -8.444584e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 51456 members 
Mstep: Class 3 contains 41986 members 
Mstep: Class 4 contains 177307 members 
Mstep: Class 5 contains 7306 members 
Mstep: Class 6 contains 14930 members 
Mstep: Class 7 contains 10809 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124553 members 
Mstep: Class 10 contains 33098 members 
Mstep: Class 11 contains 18391 members 
Mstep: Class 12 contains 41141 members 
Mstep: Class 13 contains 4378 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 17617 members 
Mstep: Class 16 contains 21162 members 
Mstep: Class 17 contains 88187 members 
Mstep: Class 18 contains 60675 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 20 contains 5690 members 
Mstep: Class 21 contains 1644 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 61014 members 
Mstep: Class 24 contains 6390 members 
Mstep: Class 25 contains 13002 members 
Mstep: Class 26 contains 5707 members 
Mstep: Class 27 contains 1786 members 
Mstep: Class 28 contains 7291 members 
Mstep: Class 29 contains 2594 members 
Mstep: Class 30 contains 69995 members 
Mstep: Class 31 contains 1658 members 
Mstep: Class 32 contains 14312 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1519 members 
Mstep: Class 35 contains 1040 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1690 members 
Mstep: Class 38 contains 7870 members 
Mstep: Class 39 contains 5521 members 
Mstep: Class 40 contains 4543 members 
Mstep: Class 41 contains 3433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445800.000000 Penalty: 91762.257812
Iteration 173Q: 42 clusters Score -8.44458e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 51456 members 
Mstep: Class 3 contains 41986 members 
Mstep: Class 4 contains 177302 members 
Mstep: Class 5 contains 7306 members 
Mstep: Class 6 contains 14928 members 
Mstep: Class 7 contains 10810 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124553 members 
Mstep: Class 10 contains 33090 members 
Mstep: Class 11 contains 18391 members 
Mstep: Class 12 contains 41118 members 
Mstep: Class 13 contains 4376 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 17617 members 
Mstep: Class 16 contains 21160 members 
Mstep: Class 17 contains 88192 members 
Mstep: Class 18 contains 60675 members 
Mstep: Class 19 contains 1479 members 
Mstep: Class 20 contains 5690 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 2385 members 
Mstep: Class 23 contains 61017 members 
Mstep: Class 24 contains 6390 members 
Mstep: Class 25 contains 13009 members 
Mstep: Class 26 contains 5706 members 
Mstep: Class 27 contains 1786 members 
Mstep: Class 28 contains 7292 members 
Mstep: Class 29 contains 2594 members 
Mstep: Class 30 contains 69999 members 
Mstep: Class 31 contains 1658 members 
Mstep: Class 32 contains 14314 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1519 members 
Mstep: Class 35 contains 1040 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1690 members 
Mstep: Class 38 contains 7879 members 
Mstep: Class 39 contains 5515 members 
Mstep: Class 40 contains 4545 members 
Mstep: Class 41 contains 3433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445768.000000 Penalty: 91762.257812
Iteration 174Q: 42 clusters Score -8.444577e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 51456 members 
Mstep: Class 3 contains 41987 members 
Mstep: Class 4 contains 177300 members 
Mstep: Class 5 contains 7306 members 
Mstep: Class 6 contains 14925 members 
Mstep: Class 7 contains 10809 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124553 members 
Mstep: Class 10 contains 33086 members 
Mstep: Class 11 contains 18391 members 
Mstep: Class 12 contains 41102 members 
Mstep: Class 13 contains 4376 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 17618 members 
Mstep: Class 16 contains 21155 members 
Mstep: Class 17 contains 88194 members 
Mstep: Class 18 contains 60676 members 
Mstep: Class 19 contains 1476 members 
Mstep: Class 20 contains 5690 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 2384 members 
Mstep: Class 23 contains 61017 members 
Mstep: Class 24 contains 6390 members 
Mstep: Class 25 contains 13016 members 
Mstep: Class 26 contains 5706 members 
Mstep: Class 27 contains 1786 members 
Mstep: Class 28 contains 7295 members 
Mstep: Class 29 contains 2594 members 
Mstep: Class 30 contains 69999 members 
Mstep: Class 31 contains 1658 members 
Mstep: Class 32 contains 14314 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1519 members 
Mstep: Class 35 contains 1038 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1690 members 
Mstep: Class 38 contains 7889 members 
Mstep: Class 39 contains 5510 members 
Mstep: Class 40 contains 4548 members 
Mstep: Class 41 contains 3433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445864.000000 Penalty: 91762.257812
Iteration 175Q: 42 clusters Score -8.444586e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 51456 members 
Mstep: Class 3 contains 41988 members 
Mstep: Class 4 contains 177292 members 
Mstep: Class 5 contains 7306 members 
Mstep: Class 6 contains 14925 members 
Mstep: Class 7 contains 10809 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124555 members 
Mstep: Class 10 contains 33082 members 
Mstep: Class 11 contains 18391 members 
Mstep: Class 12 contains 41085 members 
Mstep: Class 13 contains 4376 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 17619 members 
Mstep: Class 16 contains 21156 members 
Mstep: Class 17 contains 88192 members 
Mstep: Class 18 contains 60675 members 
Mstep: Class 19 contains 1471 members 
Mstep: Class 20 contains 5689 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 2383 members 
Mstep: Class 23 contains 61016 members 
Mstep: Class 24 contains 6392 members 
Mstep: Class 25 contains 13022 members 
Mstep: Class 26 contains 5706 members 
Mstep: Class 27 contains 1786 members 
Mstep: Class 28 contains 7296 members 
Mstep: Class 29 contains 2594 members 
Mstep: Class 30 contains 69997 members 
Mstep: Class 31 contains 1658 members 
Mstep: Class 32 contains 14315 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 1519 members 
Mstep: Class 35 contains 1030 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1690 members 
Mstep: Class 38 contains 7904 members 
Mstep: Class 39 contains 5509 members 
Mstep: Class 40 contains 4549 members 
Mstep: Class 41 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445816.000000 Penalty: 91762.257812
Iteration 176Q: 42 clusters Score -8.444582e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 51456 members 
Mstep: Class 3 contains 41989 members 
Mstep: Class 4 contains 177285 members 
Mstep: Class 5 contains 7306 members 
Mstep: Class 6 contains 14924 members 
Mstep: Class 7 contains 10809 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124556 members 
Mstep: Class 10 contains 33073 members 
Mstep: Class 11 contains 18391 members 
Mstep: Class 12 contains 41069 members 
Mstep: Class 13 contains 4376 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 17620 members 
Mstep: Class 16 contains 21155 members 
Mstep: Class 17 contains 88191 members 
Mstep: Class 18 contains 60675 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 5688 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 2378 members 
Mstep: Class 23 contains 61015 members 
Mstep: Class 24 contains 6391 members 
Mstep: Class 25 contains 13028 members 
Mstep: Class 26 contains 5705 members 
Mstep: Class 27 contains 1785 members 
Mstep: Class 28 contains 7296 members 
Mstep: Class 29 contains 2595 members 
Mstep: Class 30 contains 69997 members 
Mstep: Class 31 contains 1658 members 
Mstep: Class 32 contains 14315 members 
Mstep: Class 33 contains 1611 members 
Mstep: Class 34 contains 1519 members 
Mstep: Class 35 contains 1021 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1690 members 
Mstep: Class 38 contains 7924 members 
Mstep: Class 39 contains 5511 members 
Mstep: Class 40 contains 4551 members 
Mstep: Class 41 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445848.000000 Penalty: 91762.257812
Iteration 177Q: 42 clusters Score -8.444585e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 51456 members 
Mstep: Class 3 contains 41989 members 
Mstep: Class 4 contains 177278 members 
Mstep: Class 5 contains 7306 members 
Mstep: Class 6 contains 14925 members 
Mstep: Class 7 contains 10809 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124557 members 
Mstep: Class 10 contains 33071 members 
Mstep: Class 11 contains 18390 members 
Mstep: Class 12 contains 41046 members 
Mstep: Class 13 contains 4376 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 17620 members 
Mstep: Class 16 contains 21153 members 
Mstep: Class 17 contains 88190 members 
Mstep: Class 18 contains 60678 members 
Mstep: Class 19 contains 1457 members 
Mstep: Class 20 contains 5688 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 2379 members 
Mstep: Class 23 contains 61015 members 
Mstep: Class 24 contains 6391 members 
Mstep: Class 25 contains 13037 members 
Mstep: Class 26 contains 5704 members 
Mstep: Class 27 contains 1788 members 
Mstep: Class 28 contains 7296 members 
Mstep: Class 29 contains 2599 members 
Mstep: Class 30 contains 69995 members 
Mstep: Class 31 contains 1657 members 
Mstep: Class 32 contains 14316 members 
Mstep: Class 33 contains 1611 members 
Mstep: Class 34 contains 1519 members 
Mstep: Class 35 contains 1010 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 1689 members 
Mstep: Class 38 contains 7944 members 
Mstep: Class 39 contains 5509 members 
Mstep: Class 40 contains 4550 members 
Mstep: Class 41 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445904.000000 Penalty: 91762.257812
Iteration 178Q: 42 clusters Score -8.44459e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 51457 members 
Mstep: Class 3 contains 41989 members 
Mstep: Class 4 contains 177269 members 
Mstep: Class 5 contains 7306 members 
Mstep: Class 6 contains 14925 members 
Mstep: Class 7 contains 10809 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124558 members 
Mstep: Class 10 contains 33070 members 
Mstep: Class 11 contains 18389 members 
Mstep: Class 12 contains 41027 members 
Mstep: Class 13 contains 4376 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 17617 members 
Mstep: Class 16 contains 21156 members 
Mstep: Class 17 contains 88193 members 
Mstep: Class 18 contains 60678 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 5688 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 2377 members 
Mstep: Class 23 contains 61013 members 
Mstep: Class 24 contains 6390 members 
Mstep: Class 25 contains 13039 members 
Mstep: Class 26 contains 5708 members 
Mstep: Class 27 contains 1791 members 
Mstep: Class 28 contains 7296 members 
Mstep: Class 29 contains 2603 members 
Mstep: Class 30 contains 70002 members 
Mstep: Class 31 contains 1658 members 
Mstep: Class 32 contains 14316 members 
Mstep: Class 33 contains 1611 members 
Mstep: Class 34 contains 1519 members 
Mstep: Class 35 contains 997 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1689 members 
Mstep: Class 38 contains 7963 members 
Mstep: Class 39 contains 5506 members 
Mstep: Class 40 contains 4553 members 
Mstep: Class 41 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84446016.000000 Penalty: 91762.257812
Iteration 179Q: 42 clusters Score -8.444602e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 51457 members 
Mstep: Class 3 contains 41989 members 
Mstep: Class 4 contains 177260 members 
Mstep: Class 5 contains 7305 members 
Mstep: Class 6 contains 14926 members 
Mstep: Class 7 contains 10809 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124561 members 
Mstep: Class 10 contains 33072 members 
Mstep: Class 11 contains 18389 members 
Mstep: Class 12 contains 41010 members 
Mstep: Class 13 contains 4379 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 17617 members 
Mstep: Class 16 contains 21160 members 
Mstep: Class 17 contains 88199 members 
Mstep: Class 18 contains 60677 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 5688 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 2377 members 
Mstep: Class 23 contains 61012 members 
Mstep: Class 24 contains 6389 members 
Mstep: Class 25 contains 13040 members 
Mstep: Class 26 contains 5714 members 
Mstep: Class 27 contains 1793 members 
Mstep: Class 28 contains 7296 members 
Mstep: Class 29 contains 2606 members 
Mstep: Class 30 contains 70002 members 
Mstep: Class 31 contains 1657 members 
Mstep: Class 32 contains 14317 members 
Mstep: Class 33 contains 1611 members 
Mstep: Class 34 contains 1519 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1689 members 
Mstep: Class 38 contains 7977 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 4554 members 
Mstep: Class 41 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84446048.000000 Penalty: 91762.257812
Iteration 180F: 42 clusters Score -8.444605e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 51457 members 
Mstep: Class 3 contains 41989 members 
Mstep: Class 4 contains 177257 members 
Mstep: Class 5 contains 7305 members 
Mstep: Class 6 contains 14925 members 
Mstep: Class 7 contains 10810 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124563 members 
Mstep: Class 10 contains 33071 members 
Mstep: Class 11 contains 18389 members 
Mstep: Class 12 contains 40991 members 
Mstep: Class 13 contains 4379 members 
Mstep: Class 14 contains 1448 members 
Mstep: Class 15 contains 17615 members 
Mstep: Class 16 contains 21165 members 
Mstep: Class 17 contains 88208 members 
Mstep: Class 18 contains 60677 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 5688 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 2379 members 
Mstep: Class 23 contains 61012 members 
Mstep: Class 24 contains 6389 members 
Mstep: Class 25 contains 13035 members 
Mstep: Class 26 contains 5714 members 
Mstep: Class 27 contains 1798 members 
Mstep: Class 28 contains 7296 members 
Mstep: Class 29 contains 2608 members 
Mstep: Class 30 contains 70005 members 
Mstep: Class 31 contains 1657 members 
Mstep: Class 32 contains 14314 members 
Mstep: Class 33 contains 1611 members 
Mstep: Class 34 contains 1519 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1689 members 
Mstep: Class 38 contains 7993 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 4557 members 
Mstep: Class 41 contains 3436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445984.000000 Penalty: 91762.257812
Iteration 181Q: 42 clusters Score -8.444598e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 51457 members 
Mstep: Class 3 contains 41989 members 
Mstep: Class 4 contains 177249 members 
Mstep: Class 5 contains 7304 members 
Mstep: Class 6 contains 14926 members 
Mstep: Class 7 contains 10811 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124569 members 
Mstep: Class 10 contains 33068 members 
Mstep: Class 11 contains 18390 members 
Mstep: Class 12 contains 40976 members 
Mstep: Class 13 contains 4379 members 
Mstep: Class 14 contains 1448 members 
Mstep: Class 15 contains 17608 members 
Mstep: Class 16 contains 21164 members 
Mstep: Class 17 contains 88217 members 
Mstep: Class 18 contains 60677 members 
Mstep: Class 19 contains 1412 members 
Mstep: Class 20 contains 5687 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 2381 members 
Mstep: Class 23 contains 61011 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 13036 members 
Mstep: Class 26 contains 5712 members 
Mstep: Class 27 contains 1800 members 
Mstep: Class 28 contains 7296 members 
Mstep: Class 29 contains 2613 members 
Mstep: Class 30 contains 70006 members 
Mstep: Class 31 contains 1657 members 
Mstep: Class 32 contains 14310 members 
Mstep: Class 33 contains 1611 members 
Mstep: Class 34 contains 1519 members 
Mstep: Class 35 contains 958 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1689 members 
Mstep: Class 38 contains 8016 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 4559 members 
Mstep: Class 41 contains 3437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84446056.000000 Penalty: 91762.257812
Iteration 182Q: 42 clusters Score -8.444606e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 51457 members 
Mstep: Class 3 contains 41989 members 
Mstep: Class 4 contains 177241 members 
Mstep: Class 5 contains 7303 members 
Mstep: Class 6 contains 14923 members 
Mstep: Class 7 contains 10811 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124570 members 
Mstep: Class 10 contains 33069 members 
Mstep: Class 11 contains 18391 members 
Mstep: Class 12 contains 40962 members 
Mstep: Class 13 contains 4379 members 
Mstep: Class 14 contains 1447 members 
Mstep: Class 15 contains 17606 members 
Mstep: Class 16 contains 21167 members 
Mstep: Class 17 contains 88223 members 
Mstep: Class 18 contains 60677 members 
Mstep: Class 19 contains 1402 members 
Mstep: Class 20 contains 5686 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 2383 members 
Mstep: Class 23 contains 61013 members 
Mstep: Class 24 contains 6384 members 
Mstep: Class 25 contains 13036 members 
Mstep: Class 26 contains 5716 members 
Mstep: Class 27 contains 1799 members 
Mstep: Class 28 contains 7296 members 
Mstep: Class 29 contains 2618 members 
Mstep: Class 30 contains 70004 members 
Mstep: Class 31 contains 1657 members 
Mstep: Class 32 contains 14310 members 
Mstep: Class 33 contains 1611 members 
Mstep: Class 34 contains 1519 members 
Mstep: Class 35 contains 949 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1689 members 
Mstep: Class 38 contains 8030 members 
Mstep: Class 39 contains 5501 members 
Mstep: Class 40 contains 4560 members 
Mstep: Class 41 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84446096.000000 Penalty: 91762.257812
Iteration 183Q: 42 clusters Score -8.44461e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 51457 members 
Mstep: Class 3 contains 41989 members 
Mstep: Class 4 contains 177241 members 
Mstep: Class 5 contains 7301 members 
Mstep: Class 6 contains 14923 members 
Mstep: Class 7 contains 10811 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124575 members 
Mstep: Class 10 contains 33068 members 
Mstep: Class 11 contains 18392 members 
Mstep: Class 12 contains 40957 members 
Mstep: Class 13 contains 4379 members 
Mstep: Class 14 contains 1446 members 
Mstep: Class 15 contains 17606 members 
Mstep: Class 16 contains 21169 members 
Mstep: Class 17 contains 88224 members 
Mstep: Class 18 contains 60677 members 
Mstep: Class 19 contains 1399 members 
Mstep: Class 20 contains 5685 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 2384 members 
Mstep: Class 23 contains 61013 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 13038 members 
Mstep: Class 26 contains 5715 members 
Mstep: Class 27 contains 1799 members 
Mstep: Class 28 contains 7297 members 
Mstep: Class 29 contains 2622 members 
Mstep: Class 30 contains 70000 members 
Mstep: Class 31 contains 1657 members 
Mstep: Class 32 contains 14307 members 
Mstep: Class 33 contains 1611 members 
Mstep: Class 34 contains 1519 members 
Mstep: Class 35 contains 936 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1689 members 
Mstep: Class 38 contains 8046 members 
Mstep: Class 39 contains 5500 members 
Mstep: Class 40 contains 4559 members 
Mstep: Class 41 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84446056.000000 Penalty: 91762.257812
Iteration 184Q: 42 clusters Score -8.444606e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 51457 members 
Mstep: Class 3 contains 41991 members 
Mstep: Class 4 contains 177236 members 
Mstep: Class 5 contains 7301 members 
Mstep: Class 6 contains 14923 members 
Mstep: Class 7 contains 10811 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124579 members 
Mstep: Class 10 contains 33065 members 
Mstep: Class 11 contains 18394 members 
Mstep: Class 12 contains 40954 members 
Mstep: Class 13 contains 4379 members 
Mstep: Class 14 contains 1446 members 
Mstep: Class 15 contains 17612 members 
Mstep: Class 16 contains 21169 members 
Mstep: Class 17 contains 88228 members 
Mstep: Class 18 contains 60677 members 
Mstep: Class 19 contains 1387 members 
Mstep: Class 20 contains 5685 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 2389 members 
Mstep: Class 23 contains 61013 members 
Mstep: Class 24 contains 6384 members 
Mstep: Class 25 contains 13034 members 
Mstep: Class 26 contains 5715 members 
Mstep: Class 27 contains 1801 members 
Mstep: Class 28 contains 7297 members 
Mstep: Class 29 contains 2629 members 
Mstep: Class 30 contains 69996 members 
Mstep: Class 31 contains 1658 members 
Mstep: Class 32 contains 14308 members 
Mstep: Class 33 contains 1611 members 
Mstep: Class 34 contains 1519 members 
Mstep: Class 35 contains 923 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1689 members 
Mstep: Class 38 contains 8052 members 
Mstep: Class 39 contains 5501 members 
Mstep: Class 40 contains 4561 members 
Mstep: Class 41 contains 3439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84446152.000000 Penalty: 91762.257812
Iteration 185Q: 42 clusters Score -8.444615e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 51457 members 
Mstep: Class 3 contains 41991 members 
Mstep: Class 4 contains 177232 members 
Mstep: Class 5 contains 7301 members 
Mstep: Class 6 contains 14923 members 
Mstep: Class 7 contains 10811 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124581 members 
Mstep: Class 10 contains 33068 members 
Mstep: Class 11 contains 18396 members 
Mstep: Class 12 contains 40949 members 
Mstep: Class 13 contains 4379 members 
Mstep: Class 14 contains 1446 members 
Mstep: Class 15 contains 17612 members 
Mstep: Class 16 contains 21173 members 
Mstep: Class 17 contains 88227 members 
Mstep: Class 18 contains 60676 members 
Mstep: Class 19 contains 1381 members 
Mstep: Class 20 contains 5686 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 2390 members 
Mstep: Class 23 contains 61012 members 
Mstep: Class 24 contains 6382 members 
Mstep: Class 25 contains 13032 members 
Mstep: Class 26 contains 5714 members 
Mstep: Class 27 contains 1807 members 
Mstep: Class 28 contains 7297 members 
Mstep: Class 29 contains 2638 members 
Mstep: Class 30 contains 69997 members 
Mstep: Class 31 contains 1658 members 
Mstep: Class 32 contains 14308 members 
Mstep: Class 33 contains 1611 members 
Mstep: Class 34 contains 1519 members 
Mstep: Class 35 contains 912 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1689 members 
Mstep: Class 38 contains 8051 members 
Mstep: Class 39 contains 5500 members 
Mstep: Class 40 contains 4561 members 
Mstep: Class 41 contains 3440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84446040.000000 Penalty: 91762.257812
Iteration 186Q: 42 clusters Score -8.444604e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 51457 members 
Mstep: Class 3 contains 41990 members 
Mstep: Class 4 contains 177231 members 
Mstep: Class 5 contains 7301 members 
Mstep: Class 6 contains 14924 members 
Mstep: Class 7 contains 10811 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 124581 members 
Mstep: Class 10 contains 33066 members 
Mstep: Class 11 contains 18396 members 
Mstep: Class 12 contains 40939 members 
Mstep: Class 13 contains 4379 members 
Mstep: Class 14 contains 1445 members 
Mstep: Class 15 contains 17610 members 
Mstep: Class 16 contains 21173 members 
Mstep: Class 17 contains 88225 members 
Mstep: Class 18 contains 60676 members 
Mstep: Class 19 contains 1374 members 
Mstep: Class 20 contains 5685 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 2390 members 
Mstep: Class 23 contains 61011 members 
Mstep: Class 24 contains 6382 members 
Mstep: Class 25 contains 13036 members 
Mstep: Class 26 contains 5713 members 
Mstep: Class 27 contains 1811 members 
Mstep: Class 28 contains 7297 members 
Mstep: Class 29 contains 2646 members 
Mstep: Class 30 contains 69997 members 
Mstep: Class 31 contains 1658 members 
Mstep: Class 32 contains 14307 members 
Mstep: Class 33 contains 1611 members 
Mstep: Class 34 contains 1519 members 
Mstep: Class 35 contains 907 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1689 members 
Mstep: Class 38 contains 8052 members 
Mstep: Class 39 contains 5499 members 
Mstep: Class 40 contains 4562 members 
Mstep: Class 41 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84446032.000000 Penalty: 91762.257812
Iteration 187Q: 42 clusters Score -8.444603e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 51457 members 
Mstep: Class 3 contains 41990 members 
Mstep: Class 4 contains 177227 members 
Mstep: Class 5 contains 7301 members 
Mstep: Class 6 contains 14926 members 
Mstep: Class 7 contains 10811 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 124582 members 
Mstep: Class 10 contains 33065 members 
Mstep: Class 11 contains 18396 members 
Mstep: Class 12 contains 40928 members 
Mstep: Class 13 contains 4379 members 
Mstep: Class 14 contains 1445 members 
Mstep: Class 15 contains 17613 members 
Mstep: Class 16 contains 21176 members 
Mstep: Class 17 contains 88226 members 
Mstep: Class 18 contains 60676 members 
Mstep: Class 19 contains 1370 members 
Mstep: Class 20 contains 5682 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 2390 members 
Mstep: Class 23 contains 61012 members 
Mstep: Class 24 contains 6382 members 
Mstep: Class 25 contains 13034 members 
Mstep: Class 26 contains 5710 members 
Mstep: Class 27 contains 1812 members 
Mstep: Class 28 contains 7297 members 
Mstep: Class 29 contains 2655 members 
Mstep: Class 30 contains 69999 members 
Mstep: Class 31 contains 1658 members 
Mstep: Class 32 contains 14308 members 
Mstep: Class 33 contains 1611 members 
Mstep: Class 34 contains 1519 members 
Mstep: Class 35 contains 906 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1689 members 
Mstep: Class 38 contains 8051 members 
Mstep: Class 39 contains 5499 members 
Mstep: Class 40 contains 4561 members 
Mstep: Class 41 contains 3440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445984.000000 Penalty: 91762.257812
Iteration 188Q: 42 clusters Score -8.444598e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 51457 members 
Mstep: Class 3 contains 41989 members 
Mstep: Class 4 contains 177225 members 
Mstep: Class 5 contains 7300 members 
Mstep: Class 6 contains 14928 members 
Mstep: Class 7 contains 10811 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 124582 members 
Mstep: Class 10 contains 33063 members 
Mstep: Class 11 contains 18396 members 
Mstep: Class 12 contains 40916 members 
Mstep: Class 13 contains 4379 members 
Mstep: Class 14 contains 1445 members 
Mstep: Class 15 contains 17617 members 
Mstep: Class 16 contains 21176 members 
Mstep: Class 17 contains 88224 members 
Mstep: Class 18 contains 60677 members 
Mstep: Class 19 contains 1368 members 
Mstep: Class 20 contains 5678 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 2389 members 
Mstep: Class 23 contains 61012 members 
Mstep: Class 24 contains 6382 members 
Mstep: Class 25 contains 13039 members 
Mstep: Class 26 contains 5710 members 
Mstep: Class 27 contains 1812 members 
Mstep: Class 28 contains 7296 members 
Mstep: Class 29 contains 2660 members 
Mstep: Class 30 contains 70004 members 
Mstep: Class 31 contains 1658 members 
Mstep: Class 32 contains 14308 members 
Mstep: Class 33 contains 1611 members 
Mstep: Class 34 contains 1519 members 
Mstep: Class 35 contains 906 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1689 members 
Mstep: Class 38 contains 8050 members 
Mstep: Class 39 contains 5498 members 
Mstep: Class 40 contains 4561 members 
Mstep: Class 41 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445952.000000 Penalty: 91762.257812
Iteration 189Q: 42 clusters Score -8.444595e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 51457 members 
Mstep: Class 3 contains 41987 members 
Mstep: Class 4 contains 177230 members 
Mstep: Class 5 contains 7298 members 
Mstep: Class 6 contains 14929 members 
Mstep: Class 7 contains 10812 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 124583 members 
Mstep: Class 10 contains 33063 members 
Mstep: Class 11 contains 18396 members 
Mstep: Class 12 contains 40902 members 
Mstep: Class 13 contains 4379 members 
Mstep: Class 14 contains 1444 members 
Mstep: Class 15 contains 17619 members 
Mstep: Class 16 contains 21176 members 
Mstep: Class 17 contains 88227 members 
Mstep: Class 18 contains 60677 members 
Mstep: Class 19 contains 1368 members 
Mstep: Class 20 contains 5677 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 61011 members 
Mstep: Class 24 contains 6382 members 
Mstep: Class 25 contains 13040 members 
Mstep: Class 26 contains 5707 members 
Mstep: Class 27 contains 1812 members 
Mstep: Class 28 contains 7296 members 
Mstep: Class 29 contains 2665 members 
Mstep: Class 30 contains 70006 members 
Mstep: Class 31 contains 1658 members 
Mstep: Class 32 contains 14306 members 
Mstep: Class 33 contains 1611 members 
Mstep: Class 34 contains 1519 members 
Mstep: Class 35 contains 906 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1689 members 
Mstep: Class 38 contains 8049 members 
Mstep: Class 39 contains 5495 members 
Mstep: Class 40 contains 4561 members 
Mstep: Class 41 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84446008.000000 Penalty: 91762.257812
Iteration 190Q: 42 clusters Score -8.444601e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 51457 members 
Mstep: Class 3 contains 41988 members 
Mstep: Class 4 contains 177228 members 
Mstep: Class 5 contains 7297 members 
Mstep: Class 6 contains 14930 members 
Mstep: Class 7 contains 10812 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 124583 members 
Mstep: Class 10 contains 33062 members 
Mstep: Class 11 contains 18396 members 
Mstep: Class 12 contains 40893 members 
Mstep: Class 13 contains 4379 members 
Mstep: Class 14 contains 1444 members 
Mstep: Class 15 contains 17621 members 
Mstep: Class 16 contains 21172 members 
Mstep: Class 17 contains 88231 members 
Mstep: Class 18 contains 60677 members 
Mstep: Class 19 contains 1368 members 
Mstep: Class 20 contains 5677 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 61012 members 
Mstep: Class 24 contains 6382 members 
Mstep: Class 25 contains 13041 members 
Mstep: Class 26 contains 5706 members 
Mstep: Class 27 contains 1812 members 
Mstep: Class 28 contains 7297 members 
Mstep: Class 29 contains 2666 members 
Mstep: Class 30 contains 70003 members 
Mstep: Class 31 contains 1658 members 
Mstep: Class 32 contains 14306 members 
Mstep: Class 33 contains 1611 members 
Mstep: Class 34 contains 1519 members 
Mstep: Class 35 contains 906 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1689 members 
Mstep: Class 38 contains 8049 members 
Mstep: Class 39 contains 5494 members 
Mstep: Class 40 contains 4561 members 
Mstep: Class 41 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445968.000000 Penalty: 91762.257812
Iteration 191Q: 42 clusters Score -8.444597e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 51457 members 
Mstep: Class 3 contains 41988 members 
Mstep: Class 4 contains 177228 members 
Mstep: Class 5 contains 7297 members 
Mstep: Class 6 contains 14929 members 
Mstep: Class 7 contains 10813 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 124581 members 
Mstep: Class 10 contains 33059 members 
Mstep: Class 11 contains 18396 members 
Mstep: Class 12 contains 40883 members 
Mstep: Class 13 contains 4379 members 
Mstep: Class 14 contains 1444 members 
Mstep: Class 15 contains 17621 members 
Mstep: Class 16 contains 21173 members 
Mstep: Class 17 contains 88226 members 
Mstep: Class 18 contains 60677 members 
Mstep: Class 19 contains 1368 members 
Mstep: Class 20 contains 5677 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 61012 members 
Mstep: Class 24 contains 6382 members 
Mstep: Class 25 contains 13046 members 
Mstep: Class 26 contains 5704 members 
Mstep: Class 27 contains 1812 members 
Mstep: Class 28 contains 7298 members 
Mstep: Class 29 contains 2666 members 
Mstep: Class 30 contains 70005 members 
Mstep: Class 31 contains 1658 members 
Mstep: Class 32 contains 14306 members 
Mstep: Class 33 contains 1611 members 
Mstep: Class 34 contains 1519 members 
Mstep: Class 35 contains 906 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1689 members 
Mstep: Class 38 contains 8051 members 
Mstep: Class 39 contains 5494 members 
Mstep: Class 40 contains 4561 members 
Mstep: Class 41 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445856.000000 Penalty: 91762.257812
Iteration 192Q: 42 clusters Score -8.444586e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 51457 members 
Mstep: Class 3 contains 41988 members 
Mstep: Class 4 contains 177224 members 
Mstep: Class 5 contains 7297 members 
Mstep: Class 6 contains 14929 members 
Mstep: Class 7 contains 10813 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 124579 members 
Mstep: Class 10 contains 33057 members 
Mstep: Class 11 contains 18396 members 
Mstep: Class 12 contains 40879 members 
Mstep: Class 13 contains 4379 members 
Mstep: Class 14 contains 1444 members 
Mstep: Class 15 contains 17621 members 
Mstep: Class 16 contains 21173 members 
Mstep: Class 17 contains 88226 members 
Mstep: Class 18 contains 60677 members 
Mstep: Class 19 contains 1368 members 
Mstep: Class 20 contains 5676 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 61013 members 
Mstep: Class 24 contains 6382 members 
Mstep: Class 25 contains 13049 members 
Mstep: Class 26 contains 5703 members 
Mstep: Class 27 contains 1812 members 
Mstep: Class 28 contains 7298 members 
Mstep: Class 29 contains 2666 members 
Mstep: Class 30 contains 70007 members 
Mstep: Class 31 contains 1658 members 
Mstep: Class 32 contains 14305 members 
Mstep: Class 33 contains 1611 members 
Mstep: Class 34 contains 1518 members 
Mstep: Class 35 contains 906 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1689 members 
Mstep: Class 38 contains 8053 members 
Mstep: Class 39 contains 5493 members 
Mstep: Class 40 contains 4561 members 
Mstep: Class 41 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445848.000000 Penalty: 91762.257812
Iteration 193Q: 42 clusters Score -8.444585e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 51457 members 
Mstep: Class 3 contains 41988 members 
Mstep: Class 4 contains 177223 members 
Mstep: Class 5 contains 7297 members 
Mstep: Class 6 contains 14928 members 
Mstep: Class 7 contains 10813 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 124580 members 
Mstep: Class 10 contains 33055 members 
Mstep: Class 11 contains 18396 members 
Mstep: Class 12 contains 40874 members 
Mstep: Class 13 contains 4379 members 
Mstep: Class 14 contains 1444 members 
Mstep: Class 15 contains 17621 members 
Mstep: Class 16 contains 21173 members 
Mstep: Class 17 contains 88221 members 
Mstep: Class 18 contains 60677 members 
Mstep: Class 19 contains 1368 members 
Mstep: Class 20 contains 5676 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 61014 members 
Mstep: Class 24 contains 6382 members 
Mstep: Class 25 contains 13050 members 
Mstep: Class 26 contains 5703 members 
Mstep: Class 27 contains 1812 members 
Mstep: Class 28 contains 7298 members 
Mstep: Class 29 contains 2666 members 
Mstep: Class 30 contains 70008 members 
Mstep: Class 31 contains 1658 members 
Mstep: Class 32 contains 14305 members 
Mstep: Class 33 contains 1611 members 
Mstep: Class 34 contains 1518 members 
Mstep: Class 35 contains 906 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1689 members 
Mstep: Class 38 contains 8058 members 
Mstep: Class 39 contains 5492 members 
Mstep: Class 40 contains 4561 members 
Mstep: Class 41 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445808.000000 Penalty: 91762.257812
Iteration 194Q: 42 clusters Score -8.444581e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 51457 members 
Mstep: Class 3 contains 41988 members 
Mstep: Class 4 contains 177224 members 
Mstep: Class 5 contains 7297 members 
Mstep: Class 6 contains 14930 members 
Mstep: Class 7 contains 10813 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 124580 members 
Mstep: Class 10 contains 33054 members 
Mstep: Class 11 contains 18396 members 
Mstep: Class 12 contains 40865 members 
Mstep: Class 13 contains 4379 members 
Mstep: Class 14 contains 1444 members 
Mstep: Class 15 contains 17621 members 
Mstep: Class 16 contains 21173 members 
Mstep: Class 17 contains 88219 members 
Mstep: Class 18 contains 60678 members 
Mstep: Class 19 contains 1368 members 
Mstep: Class 20 contains 5676 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 61014 members 
Mstep: Class 24 contains 6382 members 
Mstep: Class 25 contains 13053 members 
Mstep: Class 26 contains 5703 members 
Mstep: Class 27 contains 1812 members 
Mstep: Class 28 contains 7298 members 
Mstep: Class 29 contains 2666 members 
Mstep: Class 30 contains 70009 members 
Mstep: Class 31 contains 1658 members 
Mstep: Class 32 contains 14305 members 
Mstep: Class 33 contains 1611 members 
Mstep: Class 34 contains 1518 members 
Mstep: Class 35 contains 906 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1689 members 
Mstep: Class 38 contains 8062 members 
Mstep: Class 39 contains 5487 members 
Mstep: Class 40 contains 4561 members 
Mstep: Class 41 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445824.000000 Penalty: 91762.257812
Iteration 195Q: 42 clusters Score -8.444582e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 51457 members 
Mstep: Class 3 contains 41989 members 
Mstep: Class 4 contains 177223 members 
Mstep: Class 5 contains 7297 members 
Mstep: Class 6 contains 14932 members 
Mstep: Class 7 contains 10813 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 124579 members 
Mstep: Class 10 contains 33052 members 
Mstep: Class 11 contains 18396 members 
Mstep: Class 12 contains 40854 members 
Mstep: Class 13 contains 4379 members 
Mstep: Class 14 contains 1444 members 
Mstep: Class 15 contains 17621 members 
Mstep: Class 16 contains 21173 members 
Mstep: Class 17 contains 88218 members 
Mstep: Class 18 contains 60678 members 
Mstep: Class 19 contains 1368 members 
Mstep: Class 20 contains 5676 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 61014 members 
Mstep: Class 24 contains 6382 members 
Mstep: Class 25 contains 13054 members 
Mstep: Class 26 contains 5703 members 
Mstep: Class 27 contains 1812 members 
Mstep: Class 28 contains 7298 members 
Mstep: Class 29 contains 2666 members 
Mstep: Class 30 contains 70011 members 
Mstep: Class 31 contains 1658 members 
Mstep: Class 32 contains 14304 members 
Mstep: Class 33 contains 1611 members 
Mstep: Class 34 contains 1518 members 
Mstep: Class 35 contains 906 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1689 members 
Mstep: Class 38 contains 8062 members 
Mstep: Class 39 contains 5486 members 
Mstep: Class 40 contains 4561 members 
Mstep: Class 41 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445952.000000 Penalty: 91762.257812
Iteration 196Q: 42 clusters Score -8.444595e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 51457 members 
Mstep: Class 3 contains 41989 members 
Mstep: Class 4 contains 177226 members 
Mstep: Class 5 contains 7297 members 
Mstep: Class 6 contains 14932 members 
Mstep: Class 7 contains 10813 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 124579 members 
Mstep: Class 10 contains 33048 members 
Mstep: Class 11 contains 18396 members 
Mstep: Class 12 contains 40843 members 
Mstep: Class 13 contains 4379 members 
Mstep: Class 14 contains 1444 members 
Mstep: Class 15 contains 17619 members 
Mstep: Class 16 contains 21173 members 
Mstep: Class 17 contains 88212 members 
Mstep: Class 18 contains 60678 members 
Mstep: Class 19 contains 1368 members 
Mstep: Class 20 contains 5676 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 61014 members 
Mstep: Class 24 contains 6382 members 
Mstep: Class 25 contains 13059 members 
Mstep: Class 26 contains 5703 members 
Mstep: Class 27 contains 1812 members 
Mstep: Class 28 contains 7297 members 
Mstep: Class 29 contains 2666 members 
Mstep: Class 30 contains 70014 members 
Mstep: Class 31 contains 1658 members 
Mstep: Class 32 contains 14305 members 
Mstep: Class 33 contains 1611 members 
Mstep: Class 34 contains 1518 members 
Mstep: Class 35 contains 906 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1689 members 
Mstep: Class 38 contains 8066 members 
Mstep: Class 39 contains 5483 members 
Mstep: Class 40 contains 4561 members 
Mstep: Class 41 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445992.000000 Penalty: 91762.257812
Iteration 197Q: 42 clusters Score -8.444599e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 51457 members 
Mstep: Class 3 contains 41989 members 
Mstep: Class 4 contains 177225 members 
Mstep: Class 5 contains 7297 members 
Mstep: Class 6 contains 14932 members 
Mstep: Class 7 contains 10813 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 124580 members 
Mstep: Class 10 contains 33044 members 
Mstep: Class 11 contains 18396 members 
Mstep: Class 12 contains 40832 members 
Mstep: Class 13 contains 4379 members 
Mstep: Class 14 contains 1444 members 
Mstep: Class 15 contains 17621 members 
Mstep: Class 16 contains 21173 members 
Mstep: Class 17 contains 88213 members 
Mstep: Class 18 contains 60678 members 
Mstep: Class 19 contains 1368 members 
Mstep: Class 20 contains 5676 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 61014 members 
Mstep: Class 24 contains 6382 members 
Mstep: Class 25 contains 13063 members 
Mstep: Class 26 contains 5703 members 
Mstep: Class 27 contains 1812 members 
Mstep: Class 28 contains 7297 members 
Mstep: Class 29 contains 2666 members 
Mstep: Class 30 contains 70016 members 
Mstep: Class 31 contains 1658 members 
Mstep: Class 32 contains 14304 members 
Mstep: Class 33 contains 1611 members 
Mstep: Class 34 contains 1517 members 
Mstep: Class 35 contains 906 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1689 members 
Mstep: Class 38 contains 8069 members 
Mstep: Class 39 contains 5481 members 
Mstep: Class 40 contains 4561 members 
Mstep: Class 41 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445992.000000 Penalty: 91762.257812
Iteration 198Q: 42 clusters Score -8.444599e+07 nChanged 36
Entering ConstructFrom: 
Score: -84445992.000000 Penalty: 91762.257812
Entering ConstructFrom: 
Trying to split cluster 1 (19771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Entering Unmasked Estep 
Score: -1825354.625000 Penalty: 1607.445435
	Iteration 0F: 2 clusters Score -1825355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1811789.625000 Penalty: 3214.890869
	Iteration 0F: 3 clusters Score -1811790 nChanged 8899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1816644.625000 Penalty: 3214.890869
	Iteration 1F: 3 clusters Score -1816645 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1816944.125000 Penalty: 3214.890869
	Iteration 2Q: 3 clusters Score -1816944 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1817241.375000 Penalty: 3214.890869
	Iteration 3Q: 3 clusters Score -1817241 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1817542.250000 Penalty: 3214.890869
	Iteration 4Q: 3 clusters Score -1817542 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1817912.750000 Penalty: 3214.890869
	Iteration 5Q: 3 clusters Score -1817913 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1818399.875000 Penalty: 3214.890869
	Iteration 6Q: 3 clusters Score -1818400 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1819048.125000 Penalty: 3214.890869
	Iteration 7F: 3 clusters Score -1819048 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -1819973.625000 Penalty: 3214.890869
	Iteration 8F: 3 clusters Score -1819974 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -1821086.750000 Penalty: 3214.890869
	Iteration 9F: 3 clusters Score -1821087 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -1822161.875000 Penalty: 3214.890869
	Iteration 10F: 3 clusters Score -1822162 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -1822944.500000 Penalty: 3214.890869
	Iteration 11Q: 3 clusters Score -1822944 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -1823419.125000 Penalty: 3214.890869
	Iteration 12Q: 3 clusters Score -1823419 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -1823654.375000 Penalty: 3214.890869
	Iteration 13Q: 3 clusters Score -1823654 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -1823786.000000 Penalty: 3214.890869
	Iteration 14Q: 3 clusters Score -1823786 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -1823860.625000 Penalty: 3214.890869
	Iteration 15Q: 3 clusters Score -1823861 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -1823903.125000 Penalty: 3214.890869
	Iteration 16Q: 3 clusters Score -1823903 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -1823939.250000 Penalty: 3214.890869
	Iteration 17Q: 3 clusters Score -1823939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -1823956.250000 Penalty: 3214.890869
	Iteration 18Q: 3 clusters Score -1823956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -1823967.625000 Penalty: 3214.890869
	Iteration 19Q: 3 clusters Score -1823968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -1823971.375000 Penalty: 3214.890869
	Iteration 20F: 3 clusters Score -1823971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -1823974.125000 Penalty: 3214.890869
	Iteration 21Q: 3 clusters Score -1823974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -1823974.375000 Penalty: 3214.890869
	Iteration 22Q: 3 clusters Score -1823974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -1823975.625000 Penalty: 3214.890869
	Iteration 23Q: 3 clusters Score -1823976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -1823975.625000 Penalty: 3214.890869
	Iteration 24F: 3 clusters Score -1823976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (51457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51457 members 
Entering Unmasked Estep 
Score: -4612144.500000 Penalty: 1762.881592
	Iteration 0F: 2 clusters Score -4612144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -4577774.000000 Penalty: 3525.763184
	Iteration 0F: 3 clusters Score -4577774 nChanged 24089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -4591604.500000 Penalty: 3525.763184
	Iteration 1F: 3 clusters Score -4591604 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -4592476.500000 Penalty: 3525.763184
	Iteration 2Q: 3 clusters Score -4592476 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -4593628.000000 Penalty: 3525.763184
	Iteration 3Q: 3 clusters Score -4593628 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -4595231.500000 Penalty: 3525.763184
	Iteration 4F: 3 clusters Score -4595232 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -4597118.000000 Penalty: 3525.763184
	Iteration 5F: 3 clusters Score -4597118 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -4599352.500000 Penalty: 3525.763184
	Iteration 6F: 3 clusters Score -4599352 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -4601803.000000 Penalty: 3525.763184
	Iteration 7F: 3 clusters Score -4601803 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -4604064.500000 Penalty: 3525.763184
	Iteration 8F: 3 clusters Score -4604064 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -4606014.500000 Penalty: 3525.763184
	Iteration 9Q: 3 clusters Score -4606014 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -4607625.500000 Penalty: 3525.763184
	Iteration 10Q: 3 clusters Score -4607626 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46942 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -4608670.500000 Penalty: 3525.763184
	Iteration 11Q: 3 clusters Score -4608670 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47928 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -4609339.000000 Penalty: 3525.763184
	Iteration 12Q: 3 clusters Score -4609339 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -4609829.500000 Penalty: 3525.763184
	Iteration 13Q: 3 clusters Score -4609830 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49184 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -4610149.500000 Penalty: 3525.763184
	Iteration 14Q: 3 clusters Score -4610150 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49599 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4610398.500000 Penalty: 3525.763184
	Iteration 15Q: 3 clusters Score -4610398 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4610565.000000 Penalty: 3525.763184
	Iteration 16Q: 3 clusters Score -4610565 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50054 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4610678.000000 Penalty: 3525.763184
	Iteration 17Q: 3 clusters Score -4610678 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50181 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4610762.500000 Penalty: 3525.763184
	Iteration 18Q: 3 clusters Score -4610762 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50281 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4610818.500000 Penalty: 3525.763184
	Iteration 19Q: 3 clusters Score -4610818 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50347 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4610848.000000 Penalty: 3525.763184
	Iteration 20F: 3 clusters Score -4610848 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50389 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4610866.000000 Penalty: 3525.763184
	Iteration 21Q: 3 clusters Score -4610866 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4610893.500000 Penalty: 3525.763184
	Iteration 22Q: 3 clusters Score -4610894 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50476 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4610914.000000 Penalty: 3525.763184
	Iteration 23Q: 3 clusters Score -4610914 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50509 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4610918.000000 Penalty: 3525.763184
	Iteration 24Q: 3 clusters Score -4610918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50531 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4610931.000000 Penalty: 3525.763184
	Iteration 25Q: 3 clusters Score -4610931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50548 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4610934.000000 Penalty: 3525.763184
	Iteration 26Q: 3 clusters Score -4610934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50558 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4610936.000000 Penalty: 3525.763184
	Iteration 27Q: 3 clusters Score -4610936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50566 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4610950.000000 Penalty: 3525.763184
	Iteration 28Q: 3 clusters Score -4610950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50573 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4610951.000000 Penalty: 3525.763184
	Iteration 29Q: 3 clusters Score -4610951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50577 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4610955.500000 Penalty: 3525.763184
	Iteration 30Q: 3 clusters Score -4610956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50583 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4610959.500000 Penalty: 3525.763184
	Iteration 31Q: 3 clusters Score -4610960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50586 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4610956.500000 Penalty: 3525.763184
	Iteration 32Q: 3 clusters Score -4610956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50593 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4610960.000000 Penalty: 3525.763184
	Iteration 33Q: 3 clusters Score -4610960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50599 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4610968.000000 Penalty: 3525.763184
	Iteration 34Q: 3 clusters Score -4610968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50606 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4610969.000000 Penalty: 3525.763184
	Iteration 35Q: 3 clusters Score -4610969 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50617 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4610976.500000 Penalty: 3525.763184
	Iteration 36Q: 3 clusters Score -4610976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50631 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4610981.500000 Penalty: 3525.763184
	Iteration 37Q: 3 clusters Score -4610982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50642 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4610983.000000 Penalty: 3525.763184
	Iteration 38Q: 3 clusters Score -4610983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50651 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4610991.000000 Penalty: 3525.763184
	Iteration 39Q: 3 clusters Score -4610991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50664 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4610997.500000 Penalty: 3525.763184
	Iteration 40F: 3 clusters Score -4610998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50674 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4611007.000000 Penalty: 3525.763184
	Iteration 41Q: 3 clusters Score -4611007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50680 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4611009.500000 Penalty: 3525.763184
	Iteration 42Q: 3 clusters Score -4611010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50685 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4611010.000000 Penalty: 3525.763184
	Iteration 43Q: 3 clusters Score -4611010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4611013.000000 Penalty: 3525.763184
	Iteration 44Q: 3 clusters Score -4611013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4611013.000000 Penalty: 3525.763184
	Iteration 45Q: 3 clusters Score -4611013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50696 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4611012.500000 Penalty: 3525.763184
	Iteration 46Q: 3 clusters Score -4611012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50700 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4611013.500000 Penalty: 3525.763184
	Iteration 47Q: 3 clusters Score -4611014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50703 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4611011.000000 Penalty: 3525.763184
	Iteration 48Q: 3 clusters Score -4611011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50704 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4611013.000000 Penalty: 3525.763184
	Iteration 49Q: 3 clusters Score -4611013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50704 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4611013.000000 Penalty: 3525.763184
	Iteration 50F: 3 clusters Score -4611013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Entering Unmasked Estep 
Score: -3813449.750000 Penalty: 1729.838867
	Iteration 0F: 2 clusters Score -3813450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -3785300.500000 Penalty: 3459.677734
	Iteration 0F: 3 clusters Score -3785300 nChanged 19778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -3796325.750000 Penalty: 3459.677734
	Iteration 1F: 3 clusters Score -3796326 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -3797029.000000 Penalty: 3459.677734
	Iteration 2Q: 3 clusters Score -3797029 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -3797930.500000 Penalty: 3459.677734
	Iteration 3Q: 3 clusters Score -3797930 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -3799165.000000 Penalty: 3459.677734
	Iteration 4F: 3 clusters Score -3799165 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -3800722.500000 Penalty: 3459.677734
	Iteration 5F: 3 clusters Score -3800722 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -3802263.750000 Penalty: 3459.677734
	Iteration 6F: 3 clusters Score -3802264 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -3803517.500000 Penalty: 3459.677734
	Iteration 7F: 3 clusters Score -3803518 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -3804415.750000 Penalty: 3459.677734
	Iteration 8F: 3 clusters Score -3804416 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -3804988.250000 Penalty: 3459.677734
	Iteration 9Q: 3 clusters Score -3804988 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -3805381.750000 Penalty: 3459.677734
	Iteration 10Q: 3 clusters Score -3805382 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -3805617.250000 Penalty: 3459.677734
	Iteration 11Q: 3 clusters Score -3805617 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -3805772.500000 Penalty: 3459.677734
	Iteration 12Q: 3 clusters Score -3805772 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -3805848.750000 Penalty: 3459.677734
	Iteration 13Q: 3 clusters Score -3805849 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -3805924.250000 Penalty: 3459.677734
	Iteration 14Q: 3 clusters Score -3805924 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -3806002.250000 Penalty: 3459.677734
	Iteration 15Q: 3 clusters Score -3806002 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -3806076.500000 Penalty: 3459.677734
	Iteration 16Q: 3 clusters Score -3806076 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -3806157.500000 Penalty: 3459.677734
	Iteration 17Q: 3 clusters Score -3806158 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -3806230.250000 Penalty: 3459.677734
	Iteration 18Q: 3 clusters Score -3806230 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -3806364.750000 Penalty: 3459.677734
	Iteration 19Q: 3 clusters Score -3806365 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -3806461.000000 Penalty: 3459.677734
	Iteration 20F: 3 clusters Score -3806461 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -3806603.750000 Penalty: 3459.677734
	Iteration 21Q: 3 clusters Score -3806604 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -3806805.750000 Penalty: 3459.677734
	Iteration 22Q: 3 clusters Score -3806806 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -3807117.500000 Penalty: 3459.677734
	Iteration 23Q: 3 clusters Score -3807118 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -3807502.750000 Penalty: 3459.677734
	Iteration 24Q: 3 clusters Score -3807503 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -3808031.000000 Penalty: 3459.677734
	Iteration 25Q: 3 clusters Score -3808031 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -3808720.000000 Penalty: 3459.677734
	Iteration 26Q: 3 clusters Score -3808720 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -3809319.500000 Penalty: 3459.677734
	Iteration 27Q: 3 clusters Score -3809320 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -3809849.750000 Penalty: 3459.677734
	Iteration 28Q: 3 clusters Score -3809850 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -3810306.500000 Penalty: 3459.677734
	Iteration 29Q: 3 clusters Score -3810306 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -3810662.000000 Penalty: 3459.677734
	Iteration 30Q: 3 clusters Score -3810662 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -3810988.500000 Penalty: 3459.677734
	Iteration 31Q: 3 clusters Score -3810988 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -3811212.250000 Penalty: 3459.677734
	Iteration 32Q: 3 clusters Score -3811212 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -3811373.750000 Penalty: 3459.677734
	Iteration 33Q: 3 clusters Score -3811374 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -3811521.000000 Penalty: 3459.677734
	Iteration 34Q: 3 clusters Score -3811521 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -3811639.000000 Penalty: 3459.677734
	Iteration 35Q: 3 clusters Score -3811639 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -3811746.500000 Penalty: 3459.677734
	Iteration 36Q: 3 clusters Score -3811746 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -3811811.000000 Penalty: 3459.677734
	Iteration 37Q: 3 clusters Score -3811811 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -3811842.000000 Penalty: 3459.677734
	Iteration 38Q: 3 clusters Score -3811842 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39039 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -3811902.250000 Penalty: 3459.677734
	Iteration 39Q: 3 clusters Score -3811902 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -3811933.000000 Penalty: 3459.677734
	Iteration 40F: 3 clusters Score -3811933 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -3811970.250000 Penalty: 3459.677734
	Iteration 41Q: 3 clusters Score -3811970 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -3811994.000000 Penalty: 3459.677734
	Iteration 42Q: 3 clusters Score -3811994 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -3812019.250000 Penalty: 3459.677734
	Iteration 43Q: 3 clusters Score -3812019 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3812032.500000 Penalty: 3459.677734
	Iteration 44Q: 3 clusters Score -3812032 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3812044.250000 Penalty: 3459.677734
	Iteration 45Q: 3 clusters Score -3812044 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3812065.500000 Penalty: 3459.677734
	Iteration 46Q: 3 clusters Score -3812066 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3812087.250000 Penalty: 3459.677734
	Iteration 47Q: 3 clusters Score -3812087 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3812099.750000 Penalty: 3459.677734
	Iteration 48Q: 3 clusters Score -3812100 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3812124.750000 Penalty: 3459.677734
	Iteration 49Q: 3 clusters Score -3812125 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3812136.500000 Penalty: 3459.677734
	Iteration 50Q: 3 clusters Score -3812136 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3812144.750000 Penalty: 3459.677734
	Iteration 51Q: 3 clusters Score -3812145 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3812150.500000 Penalty: 3459.677734
	Iteration 52Q: 3 clusters Score -3812150 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3812156.500000 Penalty: 3459.677734
	Iteration 53Q: 3 clusters Score -3812156 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3812166.500000 Penalty: 3459.677734
	Iteration 54Q: 3 clusters Score -3812166 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3812176.500000 Penalty: 3459.677734
	Iteration 55Q: 3 clusters Score -3812176 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3812187.750000 Penalty: 3459.677734
	Iteration 56Q: 3 clusters Score -3812188 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3812195.250000 Penalty: 3459.677734
	Iteration 57Q: 3 clusters Score -3812195 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3812204.250000 Penalty: 3459.677734
	Iteration 58Q: 3 clusters Score -3812204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3812210.250000 Penalty: 3459.677734
	Iteration 59Q: 3 clusters Score -3812210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3812206.750000 Penalty: 3459.677734
	Iteration 60F: 3 clusters Score -3812207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3812205.000000 Penalty: 3459.677734
	Iteration 61Q: 3 clusters Score -3812205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3812203.750000 Penalty: 3459.677734
	Iteration 62Q: 3 clusters Score -3812204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3812201.500000 Penalty: 3459.677734
	Iteration 63Q: 3 clusters Score -3812202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3812207.750000 Penalty: 3459.677734
	Iteration 64Q: 3 clusters Score -3812208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3812209.500000 Penalty: 3459.677734
	Iteration 65Q: 3 clusters Score -3812210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3812210.500000 Penalty: 3459.677734
	Iteration 66Q: 3 clusters Score -3812210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3812209.750000 Penalty: 3459.677734
	Iteration 67Q: 3 clusters Score -3812210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3812209.750000 Penalty: 3459.677734
	Iteration 68Q: 3 clusters Score -3812210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3812211.750000 Penalty: 3459.677734
	Iteration 69Q: 3 clusters Score -3812212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3812211.250000 Penalty: 3459.677734
	Iteration 70Q: 3 clusters Score -3812211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3812212.500000 Penalty: 3459.677734
	Iteration 71Q: 3 clusters Score -3812212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3812210.750000 Penalty: 3459.677734
	Iteration 72Q: 3 clusters Score -3812211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3812216.500000 Penalty: 3459.677734
	Iteration 73Q: 3 clusters Score -3812216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3812216.250000 Penalty: 3459.677734
	Iteration 74Q: 3 clusters Score -3812216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3812218.000000 Penalty: 3459.677734
	Iteration 75Q: 3 clusters Score -3812218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3812217.750000 Penalty: 3459.677734
	Iteration 76Q: 3 clusters Score -3812218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3812219.500000 Penalty: 3459.677734
	Iteration 77Q: 3 clusters Score -3812220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3812219.500000 Penalty: 3459.677734
	Iteration 78Q: 3 clusters Score -3812220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3812221.000000 Penalty: 3459.677734
	Iteration 79Q: 3 clusters Score -3812221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3812221.000000 Penalty: 3459.677734
	Iteration 80F: 3 clusters Score -3812221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3812219.500000 Penalty: 3459.677734
	Iteration 81Q: 3 clusters Score -3812220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3812220.000000 Penalty: 3459.677734
	Iteration 82Q: 3 clusters Score -3812220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3812219.750000 Penalty: 3459.677734
	Iteration 83Q: 3 clusters Score -3812220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3812223.000000 Penalty: 3459.677734
	Iteration 84Q: 3 clusters Score -3812223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3812221.250000 Penalty: 3459.677734
	Iteration 85Q: 3 clusters Score -3812221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3812223.500000 Penalty: 3459.677734
	Iteration 86Q: 3 clusters Score -3812224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3812226.500000 Penalty: 3459.677734
	Iteration 87Q: 3 clusters Score -3812226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3812226.500000 Penalty: 3459.677734
	Iteration 88F: 3 clusters Score -3812226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (177226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177226 members 
Entering Unmasked Estep 
Score: -16164768.000000 Penalty: 1963.841919
	Iteration 0F: 2 clusters Score -1.616477e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88728 members 
Mstep: Class 2 contains 88498 members 
Entering Unmasked Estep 
Score: -16046344.000000 Penalty: 3927.683838
	Iteration 0F: 3 clusters Score -1.604634e+07 nChanged 85948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90444 members 
Mstep: Class 2 contains 86782 members 
Entering Unmasked Estep 
Score: -16097374.000000 Penalty: 3927.683838
	Iteration 1F: 3 clusters Score -1.609737e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91794 members 
Mstep: Class 2 contains 85432 members 
Entering Unmasked Estep 
Score: -16098543.000000 Penalty: 3927.683838
	Iteration 2Q: 3 clusters Score -1.609854e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94051 members 
Mstep: Class 2 contains 83175 members 
Entering Unmasked Estep 
Score: -16100314.000000 Penalty: 3927.683838
	Iteration 3Q: 3 clusters Score -1.610031e+07 nChanged 7312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97565 members 
Mstep: Class 2 contains 79661 members 
Entering Unmasked Estep 
Score: -16103339.000000 Penalty: 3927.683838
	Iteration 4Q: 3 clusters Score -1.610334e+07 nChanged 9251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102576 members 
Mstep: Class 2 contains 74650 members 
Entering Unmasked Estep 
Score: -16108590.000000 Penalty: 3927.683838
	Iteration 5F: 3 clusters Score -1.610859e+07 nChanged 11307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108943 members 
Mstep: Class 2 contains 68283 members 
Entering Unmasked Estep 
Score: -16116445.000000 Penalty: 3927.683838
	Iteration 6F: 3 clusters Score -1.611644e+07 nChanged 12596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115511 members 
Mstep: Class 2 contains 61715 members 
Entering Unmasked Estep 
Score: -16127237.000000 Penalty: 3927.683838
	Iteration 7F: 3 clusters Score -1.612724e+07 nChanged 12846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120803 members 
Mstep: Class 2 contains 56423 members 
Entering Unmasked Estep 
Score: -16139979.000000 Penalty: 3927.683838
	Iteration 8F: 3 clusters Score -1.613998e+07 nChanged 11368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123589 members 
Mstep: Class 2 contains 53637 members 
Entering Unmasked Estep 
Score: -16152122.000000 Penalty: 3927.683838
	Iteration 9F: 3 clusters Score -1.615212e+07 nChanged 8558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124269 members 
Mstep: Class 2 contains 52957 members 
Entering Unmasked Estep 
Score: -16160568.000000 Penalty: 3927.683838
	Iteration 10Q: 3 clusters Score -1.616057e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124005 members 
Mstep: Class 2 contains 53221 members 
Entering Unmasked Estep 
Score: -16165383.000000 Penalty: 3927.683838
	Iteration 11Q: 3 clusters Score -1.616538e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123187 members 
Mstep: Class 2 contains 54039 members 
Entering Unmasked Estep 
Score: -16167941.000000 Penalty: 3927.683838
	Iteration 12Q: 3 clusters Score -1.616794e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122144 members 
Mstep: Class 2 contains 55082 members 
Entering Unmasked Estep 
Score: -16169224.000000 Penalty: 3927.683838
	Iteration 13Q: 3 clusters Score -1.616922e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120948 members 
Mstep: Class 2 contains 56278 members 
Entering Unmasked Estep 
Score: -16169941.000000 Penalty: 3927.683838
	Iteration 14Q: 3 clusters Score -1.616994e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119787 members 
Mstep: Class 2 contains 57439 members 
Entering Unmasked Estep 
Score: -16170302.000000 Penalty: 3927.683838
	Iteration 15Q: 3 clusters Score -1.61703e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118691 members 
Mstep: Class 2 contains 58535 members 
Entering Unmasked Estep 
Score: -16170581.000000 Penalty: 3927.683838
	Iteration 16Q: 3 clusters Score -1.617058e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117750 members 
Mstep: Class 2 contains 59476 members 
Entering Unmasked Estep 
Score: -16170709.000000 Penalty: 3927.683838
	Iteration 17Q: 3 clusters Score -1.617071e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116884 members 
Mstep: Class 2 contains 60342 members 
Entering Unmasked Estep 
Score: -16170877.000000 Penalty: 3927.683838
	Iteration 18Q: 3 clusters Score -1.617088e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116129 members 
Mstep: Class 2 contains 61097 members 
Entering Unmasked Estep 
Score: -16170890.000000 Penalty: 3927.683838
	Iteration 19Q: 3 clusters Score -1.617089e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115440 members 
Mstep: Class 2 contains 61786 members 
Entering Unmasked Estep 
Score: -16171004.000000 Penalty: 3927.683838
	Iteration 20F: 3 clusters Score -1.6171e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114823 members 
Mstep: Class 2 contains 62403 members 
Entering Unmasked Estep 
Score: -16171129.000000 Penalty: 3927.683838
	Iteration 21Q: 3 clusters Score -1.617113e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114294 members 
Mstep: Class 2 contains 62932 members 
Entering Unmasked Estep 
Score: -16171202.000000 Penalty: 3927.683838
	Iteration 22Q: 3 clusters Score -1.61712e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113823 members 
Mstep: Class 2 contains 63403 members 
Entering Unmasked Estep 
Score: -16171185.000000 Penalty: 3927.683838
	Iteration 23Q: 3 clusters Score -1.617118e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113420 members 
Mstep: Class 2 contains 63806 members 
Entering Unmasked Estep 
Score: -16171270.000000 Penalty: 3927.683838
	Iteration 24Q: 3 clusters Score -1.617127e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113098 members 
Mstep: Class 2 contains 64128 members 
Entering Unmasked Estep 
Score: -16171321.000000 Penalty: 3927.683838
	Iteration 25Q: 3 clusters Score -1.617132e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112836 members 
Mstep: Class 2 contains 64390 members 
Entering Unmasked Estep 
Score: -16171359.000000 Penalty: 3927.683838
	Iteration 26Q: 3 clusters Score -1.617136e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112597 members 
Mstep: Class 2 contains 64629 members 
Entering Unmasked Estep 
Score: -16171370.000000 Penalty: 3927.683838
	Iteration 27Q: 3 clusters Score -1.617137e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112384 members 
Mstep: Class 2 contains 64842 members 
Entering Unmasked Estep 
Score: -16171357.000000 Penalty: 3927.683838
	Iteration 28Q: 3 clusters Score -1.617136e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112179 members 
Mstep: Class 2 contains 65047 members 
Entering Unmasked Estep 
Score: -16171390.000000 Penalty: 3927.683838
	Iteration 29Q: 3 clusters Score -1.617139e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112008 members 
Mstep: Class 2 contains 65218 members 
Entering Unmasked Estep 
Score: -16171379.000000 Penalty: 3927.683838
	Iteration 30Q: 3 clusters Score -1.617138e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111871 members 
Mstep: Class 2 contains 65355 members 
Entering Unmasked Estep 
Score: -16171380.000000 Penalty: 3927.683838
	Iteration 31Q: 3 clusters Score -1.617138e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111758 members 
Mstep: Class 2 contains 65468 members 
Entering Unmasked Estep 
Score: -16171407.000000 Penalty: 3927.683838
	Iteration 32Q: 3 clusters Score -1.617141e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111661 members 
Mstep: Class 2 contains 65565 members 
Entering Unmasked Estep 
Score: -16171407.000000 Penalty: 3927.683838
	Iteration 33Q: 3 clusters Score -1.617141e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111583 members 
Mstep: Class 2 contains 65643 members 
Entering Unmasked Estep 
Score: -16171387.000000 Penalty: 3927.683838
	Iteration 34Q: 3 clusters Score -1.617139e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111510 members 
Mstep: Class 2 contains 65716 members 
Entering Unmasked Estep 
Score: -16171380.000000 Penalty: 3927.683838
	Iteration 35Q: 3 clusters Score -1.617138e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111453 members 
Mstep: Class 2 contains 65773 members 
Entering Unmasked Estep 
Score: -16171395.000000 Penalty: 3927.683838
	Iteration 36Q: 3 clusters Score -1.61714e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111409 members 
Mstep: Class 2 contains 65817 members 
Entering Unmasked Estep 
Score: -16171381.000000 Penalty: 3927.683838
	Iteration 37Q: 3 clusters Score -1.617138e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111381 members 
Mstep: Class 2 contains 65845 members 
Entering Unmasked Estep 
Score: -16171377.000000 Penalty: 3927.683838
	Iteration 38Q: 3 clusters Score -1.617138e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111354 members 
Mstep: Class 2 contains 65872 members 
Entering Unmasked Estep 
Score: -16171369.000000 Penalty: 3927.683838
	Iteration 39Q: 3 clusters Score -1.617137e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111329 members 
Mstep: Class 2 contains 65897 members 
Entering Unmasked Estep 
Score: -16171366.000000 Penalty: 3927.683838
	Iteration 40F: 3 clusters Score -1.617137e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111313 members 
Mstep: Class 2 contains 65913 members 
Entering Unmasked Estep 
Score: -16171370.000000 Penalty: 3927.683838
	Iteration 41Q: 3 clusters Score -1.617137e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111302 members 
Mstep: Class 2 contains 65924 members 
Entering Unmasked Estep 
Score: -16171359.000000 Penalty: 3927.683838
	Iteration 42Q: 3 clusters Score -1.617136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111297 members 
Mstep: Class 2 contains 65929 members 
Entering Unmasked Estep 
Score: -16171360.000000 Penalty: 3927.683838
	Iteration 43Q: 3 clusters Score -1.617136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111291 members 
Mstep: Class 2 contains 65935 members 
Entering Unmasked Estep 
Score: -16171352.000000 Penalty: 3927.683838
	Iteration 44Q: 3 clusters Score -1.617135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111285 members 
Mstep: Class 2 contains 65941 members 
Entering Unmasked Estep 
Score: -16171364.000000 Penalty: 3927.683838
	Iteration 45Q: 3 clusters Score -1.617136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111280 members 
Mstep: Class 2 contains 65946 members 
Entering Unmasked Estep 
Score: -16171357.000000 Penalty: 3927.683838
	Iteration 46Q: 3 clusters Score -1.617136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111278 members 
Mstep: Class 2 contains 65948 members 
Entering Unmasked Estep 
Score: -16171344.000000 Penalty: 3927.683838
	Iteration 47Q: 3 clusters Score -1.617134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111275 members 
Mstep: Class 2 contains 65951 members 
Entering Unmasked Estep 
Score: -16171343.000000 Penalty: 3927.683838
	Iteration 48Q: 3 clusters Score -1.617134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111270 members 
Mstep: Class 2 contains 65956 members 
Entering Unmasked Estep 
Score: -16171344.000000 Penalty: 3927.683838
	Iteration 49Q: 3 clusters Score -1.617134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111267 members 
Mstep: Class 2 contains 65959 members 
Entering Unmasked Estep 
Score: -16171342.000000 Penalty: 3927.683838
	Iteration 50Q: 3 clusters Score -1.617134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111265 members 
Mstep: Class 2 contains 65961 members 
Entering Unmasked Estep 
Score: -16171341.000000 Penalty: 3927.683838
	Iteration 51Q: 3 clusters Score -1.617134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111264 members 
Mstep: Class 2 contains 65962 members 
Entering Unmasked Estep 
Score: -16171339.000000 Penalty: 3927.683838
	Iteration 52Q: 3 clusters Score -1.617134e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111264 members 
Mstep: Class 2 contains 65962 members 
Entering Unmasked Estep 
Score: -16171339.000000 Penalty: 3927.683838
	Iteration 53F: 3 clusters Score -1.617134e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 51457 members 
Mstep: Class 3 contains 41989 members 
Mstep: Class 4 contains 111264 members 
Mstep: Class 5 contains 7297 members 
Mstep: Class 6 contains 14932 members 
Mstep: Class 7 contains 10813 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 124580 members 
Mstep: Class 10 contains 33042 members 
Mstep: Class 11 contains 18396 members 
Mstep: Class 12 contains 40818 members 
Mstep: Class 13 contains 4379 members 
Mstep: Class 14 contains 1444 members 
Mstep: Class 15 contains 17623 members 
Mstep: Class 16 contains 21173 members 
Mstep: Class 17 contains 88213 members 
Mstep: Class 18 contains 60678 members 
Mstep: Class 19 contains 1368 members 
Mstep: Class 20 contains 5676 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 61014 members 
Mstep: Class 24 contains 6381 members 
Mstep: Class 25 contains 13063 members 
Mstep: Class 26 contains 5703 members 
Mstep: Class 27 contains 1812 members 
Mstep: Class 28 contains 7297 members 
Mstep: Class 29 contains 2666 members 
Mstep: Class 30 contains 70022 members 
Mstep: Class 31 contains 1658 members 
Mstep: Class 32 contains 14305 members 
Mstep: Class 33 contains 1611 members 
Mstep: Class 34 contains 1517 members 
Mstep: Class 35 contains 906 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1689 members 
Mstep: Class 38 contains 8070 members 
Mstep: Class 39 contains 5478 members 
Mstep: Class 40 contains 4562 members 
Mstep: Class 41 contains 3438 members 
Mstep: Class 42 contains 65962 members 
Entering Unmasked Estep 
Score: -84453224.000000 Penalty: 94000.359375
Splitting cluster 4 changes total score from -84445992.000000 to -84453224.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 5 (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: -651718.687500 Penalty: 1445.473022
	Iteration 0F: 2 clusters Score -651718.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -646319.312500 Penalty: 2890.946045
	Iteration 0F: 3 clusters Score -646319.3 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -647909.375000 Penalty: 2890.946045
	Iteration 1F: 3 clusters Score -647909.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -648121.062500 Penalty: 2890.946045
	Iteration 2F: 3 clusters Score -648121.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -648308.750000 Penalty: 2890.946045
	Iteration 3F: 3 clusters Score -648308.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -648482.687500 Penalty: 2890.946045
	Iteration 4Q: 3 clusters Score -648482.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -648689.375000 Penalty: 2890.946045
	Iteration 5Q: 3 clusters Score -648689.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -648902.125000 Penalty: 2890.946045
	Iteration 6Q: 3 clusters Score -648902.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -649114.687500 Penalty: 2890.946045
	Iteration 7Q: 3 clusters Score -649114.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -649336.437500 Penalty: 2890.946045
	Iteration 8Q: 3 clusters Score -649336.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -649548.562500 Penalty: 2890.946045
	Iteration 9Q: 3 clusters Score -649548.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -649725.625000 Penalty: 2890.946045
	Iteration 10Q: 3 clusters Score -649725.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -649854.312500 Penalty: 2890.946045
	Iteration 11Q: 3 clusters Score -649854.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -649955.750000 Penalty: 2890.946045
	Iteration 12Q: 3 clusters Score -649955.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -650067.062500 Penalty: 2890.946045
	Iteration 13Q: 3 clusters Score -650067.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -650173.562500 Penalty: 2890.946045
	Iteration 14Q: 3 clusters Score -650173.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -650249.750000 Penalty: 2890.946045
	Iteration 15Q: 3 clusters Score -650249.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -650307.562500 Penalty: 2890.946045
	Iteration 16Q: 3 clusters Score -650307.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -650345.312500 Penalty: 2890.946045
	Iteration 17Q: 3 clusters Score -650345.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -650372.250000 Penalty: 2890.946045
	Iteration 18Q: 3 clusters Score -650372.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -650397.312500 Penalty: 2890.946045
	Iteration 19Q: 3 clusters Score -650397.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -650422.375000 Penalty: 2890.946045
	Iteration 20F: 3 clusters Score -650422.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -650448.625000 Penalty: 2890.946045
	Iteration 21Q: 3 clusters Score -650448.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -650463.625000 Penalty: 2890.946045
	Iteration 22Q: 3 clusters Score -650463.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -650471.000000 Penalty: 2890.946045
	Iteration 23Q: 3 clusters Score -650471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -650478.375000 Penalty: 2890.946045
	Iteration 24Q: 3 clusters Score -650478.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -650486.812500 Penalty: 2890.946045
	Iteration 25Q: 3 clusters Score -650486.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -650492.062500 Penalty: 2890.946045
	Iteration 26Q: 3 clusters Score -650492.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -650495.687500 Penalty: 2890.946045
	Iteration 27Q: 3 clusters Score -650495.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -650503.187500 Penalty: 2890.946045
	Iteration 28Q: 3 clusters Score -650503.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -650509.812500 Penalty: 2890.946045
	Iteration 29Q: 3 clusters Score -650509.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -650516.437500 Penalty: 2890.946045
	Iteration 30Q: 3 clusters Score -650516.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -650521.937500 Penalty: 2890.946045
	Iteration 31Q: 3 clusters Score -650521.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -650525.625000 Penalty: 2890.946045
	Iteration 32Q: 3 clusters Score -650525.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -650532.500000 Penalty: 2890.946045
	Iteration 33Q: 3 clusters Score -650532.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -650534.687500 Penalty: 2890.946045
	Iteration 34Q: 3 clusters Score -650534.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -650536.000000 Penalty: 2890.946045
	Iteration 35Q: 3 clusters Score -650536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -650539.312500 Penalty: 2890.946045
	Iteration 36Q: 3 clusters Score -650539.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -650539.812500 Penalty: 2890.946045
	Iteration 37Q: 3 clusters Score -650539.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -650542.500000 Penalty: 2890.946045
	Iteration 38Q: 3 clusters Score -650542.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -650543.937500 Penalty: 2890.946045
	Iteration 39Q: 3 clusters Score -650543.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -650545.500000 Penalty: 2890.946045
	Iteration 40F: 3 clusters Score -650545.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -650545.687500 Penalty: 2890.946045
	Iteration 41Q: 3 clusters Score -650545.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -650547.875000 Penalty: 2890.946045
	Iteration 42Q: 3 clusters Score -650547.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -650551.187500 Penalty: 2890.946045
	Iteration 43Q: 3 clusters Score -650551.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -650550.625000 Penalty: 2890.946045
	Iteration 44Q: 3 clusters Score -650550.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -650551.937500 Penalty: 2890.946045
	Iteration 45Q: 3 clusters Score -650551.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -650552.312500 Penalty: 2890.946045
	Iteration 46Q: 3 clusters Score -650552.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -650551.812500 Penalty: 2890.946045
	Iteration 47Q: 3 clusters Score -650551.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -650553.437500 Penalty: 2890.946045
	Iteration 48Q: 3 clusters Score -650553.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -650553.062500 Penalty: 2890.946045
	Iteration 49Q: 3 clusters Score -650553.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -650553.500000 Penalty: 2890.946045
	Iteration 50Q: 3 clusters Score -650553.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -650553.750000 Penalty: 2890.946045
	Iteration 51Q: 3 clusters Score -650553.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -650554.625000 Penalty: 2890.946045
	Iteration 52Q: 3 clusters Score -650554.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -650555.125000 Penalty: 2890.946045
	Iteration 53Q: 3 clusters Score -650555.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -650555.125000 Penalty: 2890.946045
	Iteration 54F: 3 clusters Score -650555.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Entering Unmasked Estep 
Score: -1335194.750000 Penalty: 1561.829956
	Iteration 0F: 2 clusters Score -1335195 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 7524 members 
Entering Unmasked Estep 
Score: -1324935.125000 Penalty: 3123.659912
	Iteration 0F: 3 clusters Score -1324935 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1328422.375000 Penalty: 3123.659912
	Iteration 1F: 3 clusters Score -1328422 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1328760.750000 Penalty: 3123.659912
	Iteration 2F: 3 clusters Score -1328761 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1329131.000000 Penalty: 3123.659912
	Iteration 3F: 3 clusters Score -1329131 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1329586.250000 Penalty: 3123.659912
	Iteration 4F: 3 clusters Score -1329586 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1330154.250000 Penalty: 3123.659912
	Iteration 5F: 3 clusters Score -1330154 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1330785.000000 Penalty: 3123.659912
	Iteration 6F: 3 clusters Score -1330785 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1331407.750000 Penalty: 3123.659912
	Iteration 7F: 3 clusters Score -1331408 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1332026.625000 Penalty: 3123.659912
	Iteration 8F: 3 clusters Score -1332027 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1332557.875000 Penalty: 3123.659912
	Iteration 9Q: 3 clusters Score -1332558 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1332981.000000 Penalty: 3123.659912
	Iteration 10Q: 3 clusters Score -1332981 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -1333299.500000 Penalty: 3123.659912
	Iteration 11Q: 3 clusters Score -1333300 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1333515.000000 Penalty: 3123.659912
	Iteration 12Q: 3 clusters Score -1333515 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1333621.625000 Penalty: 3123.659912
	Iteration 13Q: 3 clusters Score -1333622 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1333692.375000 Penalty: 3123.659912
	Iteration 14Q: 3 clusters Score -1333692 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -1333751.375000 Penalty: 3123.659912
	Iteration 15Q: 3 clusters Score -1333751 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -1333792.750000 Penalty: 3123.659912
	Iteration 16Q: 3 clusters Score -1333793 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -1333814.375000 Penalty: 3123.659912
	Iteration 17Q: 3 clusters Score -1333814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -1333836.375000 Penalty: 3123.659912
	Iteration 18Q: 3 clusters Score -1333836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1333847.375000 Penalty: 3123.659912
	Iteration 19Q: 3 clusters Score -1333847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -1333859.250000 Penalty: 3123.659912
	Iteration 20F: 3 clusters Score -1333859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -1333871.375000 Penalty: 3123.659912
	Iteration 21Q: 3 clusters Score -1333871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -1333888.375000 Penalty: 3123.659912
	Iteration 22Q: 3 clusters Score -1333888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1333897.500000 Penalty: 3123.659912
	Iteration 23Q: 3 clusters Score -1333898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -1333904.375000 Penalty: 3123.659912
	Iteration 24Q: 3 clusters Score -1333904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1333909.875000 Penalty: 3123.659912
	Iteration 25Q: 3 clusters Score -1333910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -1333917.750000 Penalty: 3123.659912
	Iteration 26Q: 3 clusters Score -1333918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1333921.750000 Penalty: 3123.659912
	Iteration 27Q: 3 clusters Score -1333922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -1333925.125000 Penalty: 3123.659912
	Iteration 28Q: 3 clusters Score -1333925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -1333925.500000 Penalty: 3123.659912
	Iteration 29Q: 3 clusters Score -1333926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -1333925.500000 Penalty: 3123.659912
	Iteration 30F: 3 clusters Score -1333926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Entering Unmasked Estep 
Score: -1003405.937500 Penalty: 1509.381958
	Iteration 0F: 2 clusters Score -1003406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -995743.750000 Penalty: 3018.763916
	Iteration 0F: 3 clusters Score -995743.8 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -998203.312500 Penalty: 3018.763916
	Iteration 1F: 3 clusters Score -998203.3 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -998438.375000 Penalty: 3018.763916
	Iteration 2F: 3 clusters Score -998438.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -998656.937500 Penalty: 3018.763916
	Iteration 3Q: 3 clusters Score -998656.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -998900.562500 Penalty: 3018.763916
	Iteration 4Q: 3 clusters Score -998900.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -999210.625000 Penalty: 3018.763916
	Iteration 5F: 3 clusters Score -999210.6 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -999612.062500 Penalty: 3018.763916
	Iteration 6F: 3 clusters Score -999612.1 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1000082.187500 Penalty: 3018.763916
	Iteration 7F: 3 clusters Score -1000082 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1000645.187500 Penalty: 3018.763916
	Iteration 8F: 3 clusters Score -1000645 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1001166.187500 Penalty: 3018.763916
	Iteration 9F: 3 clusters Score -1001166 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1001583.437500 Penalty: 3018.763916
	Iteration 10Q: 3 clusters Score -1001583 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1001849.625000 Penalty: 3018.763916
	Iteration 11Q: 3 clusters Score -1001850 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1002004.250000 Penalty: 3018.763916
	Iteration 12Q: 3 clusters Score -1002004 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1002084.812500 Penalty: 3018.763916
	Iteration 13Q: 3 clusters Score -1002085 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1002134.625000 Penalty: 3018.763916
	Iteration 14Q: 3 clusters Score -1002135 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1002161.750000 Penalty: 3018.763916
	Iteration 15Q: 3 clusters Score -1002162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1002181.125000 Penalty: 3018.763916
	Iteration 16Q: 3 clusters Score -1002181 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1002202.937500 Penalty: 3018.763916
	Iteration 17Q: 3 clusters Score -1002203 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1002218.437500 Penalty: 3018.763916
	Iteration 18Q: 3 clusters Score -1002218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1002222.187500 Penalty: 3018.763916
	Iteration 19Q: 3 clusters Score -1002222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1002228.062500 Penalty: 3018.763916
	Iteration 20F: 3 clusters Score -1002228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1002230.000000 Penalty: 3018.763916
	Iteration 21Q: 3 clusters Score -1002230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1002234.312500 Penalty: 3018.763916
	Iteration 22Q: 3 clusters Score -1002234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1002235.062500 Penalty: 3018.763916
	Iteration 23Q: 3 clusters Score -1002235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1002235.062500 Penalty: 3018.763916
	Iteration 24F: 3 clusters Score -1002235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Entering Unmasked Estep 
Score: -94069.062500 Penalty: 1142.514404
	Iteration 0F: 2 clusters Score -94069.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -92564.046875 Penalty: 2285.028809
	Iteration 0F: 3 clusters Score -92564.05 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -92882.617188 Penalty: 2285.028809
	Iteration 1F: 3 clusters Score -92882.62 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -93026.117188 Penalty: 2285.028809
	Iteration 2F: 3 clusters Score -93026.12 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -93129.250000 Penalty: 2285.028809
	Iteration 3F: 3 clusters Score -93129.25 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -93210.882812 Penalty: 2285.028809
	Iteration 4F: 3 clusters Score -93210.88 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -93306.882812 Penalty: 2285.028809
	Iteration 5Q: 3 clusters Score -93306.88 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -93381.648438 Penalty: 2285.028809
	Iteration 6Q: 3 clusters Score -93381.65 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -93434.906250 Penalty: 2285.028809
	Iteration 7Q: 3 clusters Score -93434.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -93481.406250 Penalty: 2285.028809
	Iteration 8Q: 3 clusters Score -93481.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -93523.742188 Penalty: 2285.028809
	Iteration 9Q: 3 clusters Score -93523.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -93564.679688 Penalty: 2285.028809
	Iteration 10Q: 3 clusters Score -93564.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -93602.359375 Penalty: 2285.028809
	Iteration 11Q: 3 clusters Score -93602.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -93627.906250 Penalty: 2285.028809
	Iteration 12Q: 3 clusters Score -93627.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -93638.195312 Penalty: 2285.028809
	Iteration 13Q: 3 clusters Score -93638.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -93649.570312 Penalty: 2285.028809
	Iteration 14Q: 3 clusters Score -93649.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -93661.921875 Penalty: 2285.028809
	Iteration 15Q: 3 clusters Score -93661.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -93668.093750 Penalty: 2285.028809
	Iteration 16Q: 3 clusters Score -93668.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -93672.695312 Penalty: 2285.028809
	Iteration 17Q: 3 clusters Score -93672.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -93675.335938 Penalty: 2285.028809
	Iteration 18Q: 3 clusters Score -93675.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -93675.335938 Penalty: 2285.028809
	Iteration 19F: 3 clusters Score -93675.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (124580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124580 members 
Entering Unmasked Estep 
Score: -11811487.000000 Penalty: 1906.564331
	Iteration 0F: 2 clusters Score -1.181149e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62151 members 
Mstep: Class 2 contains 62429 members 
Entering Unmasked Estep 
Score: -11727921.000000 Penalty: 3813.128662
	Iteration 0F: 3 clusters Score -1.172792e+07 nChanged 59789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58514 members 
Mstep: Class 2 contains 66066 members 
Entering Unmasked Estep 
Score: -11762968.000000 Penalty: 3813.128662
	Iteration 1F: 3 clusters Score -1.176297e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55948 members 
Mstep: Class 2 contains 68632 members 
Entering Unmasked Estep 
Score: -11764155.000000 Penalty: 3813.128662
	Iteration 2Q: 3 clusters Score -1.176416e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52072 members 
Mstep: Class 2 contains 72508 members 
Entering Unmasked Estep 
Score: -11766037.000000 Penalty: 3813.128662
	Iteration 3Q: 3 clusters Score -1.176604e+07 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 78082 members 
Entering Unmasked Estep 
Score: -11769147.000000 Penalty: 3813.128662
	Iteration 4F: 3 clusters Score -1.176915e+07 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 85947 members 
Entering Unmasked Estep 
Score: -11774418.000000 Penalty: 3813.128662
	Iteration 5F: 3 clusters Score -1.177442e+07 nChanged 10251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 95940 members 
Entering Unmasked Estep 
Score: -11782709.000000 Penalty: 3813.128662
	Iteration 6F: 3 clusters Score -1.178271e+07 nChanged 10895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 106723 members 
Entering Unmasked Estep 
Score: -11793241.000000 Penalty: 3813.128662
	Iteration 7F: 3 clusters Score -1.179324e+07 nChanged 8842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 115521 members 
Entering Unmasked Estep 
Score: -11802077.000000 Penalty: 3813.128662
	Iteration 8F: 3 clusters Score -1.180208e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 120500 members 
Entering Unmasked Estep 
Score: -11806761.000000 Penalty: 3813.128662
	Iteration 9Q: 3 clusters Score -1.180676e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 122707 members 
Entering Unmasked Estep 
Score: -11808707.000000 Penalty: 3813.128662
	Iteration 10Q: 3 clusters Score -1.180871e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 123585 members 
Entering Unmasked Estep 
Score: -11809389.000000 Penalty: 3813.128662
	Iteration 11Q: 3 clusters Score -1.180939e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 123888 members 
Entering Unmasked Estep 
Score: -11809621.000000 Penalty: 3813.128662
	Iteration 12Q: 3 clusters Score -1.180962e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 123996 members 
Entering Unmasked Estep 
Score: -11809741.000000 Penalty: 3813.128662
	Iteration 13Q: 3 clusters Score -1.180974e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 124047 members 
Entering Unmasked Estep 
Score: -11809814.000000 Penalty: 3813.128662
	Iteration 14Q: 3 clusters Score -1.180981e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 124070 members 
Entering Unmasked Estep 
Score: -11809858.000000 Penalty: 3813.128662
	Iteration 15Q: 3 clusters Score -1.180986e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 124082 members 
Entering Unmasked Estep 
Score: -11809879.000000 Penalty: 3813.128662
	Iteration 16Q: 3 clusters Score -1.180988e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 124088 members 
Entering Unmasked Estep 
Score: -11809898.000000 Penalty: 3813.128662
	Iteration 17Q: 3 clusters Score -1.18099e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 124090 members 
Entering Unmasked Estep 
Score: -11809906.000000 Penalty: 3813.128662
	Iteration 18Q: 3 clusters Score -1.180991e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 124096 members 
Entering Unmasked Estep 
Score: -11809906.000000 Penalty: 3813.128662
	Iteration 19Q: 3 clusters Score -1.180991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 124096 members 
Entering Unmasked Estep 
Score: -11809911.000000 Penalty: 3813.128662
	Iteration 20F: 3 clusters Score -1.180991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 124096 members 
Entering Unmasked Estep 
Score: -11809911.000000 Penalty: 3813.128662
	Iteration 21Q: 3 clusters Score -1.180991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 124094 members 
Entering Unmasked Estep 
Score: -11809911.000000 Penalty: 3813.128662
	Iteration 22Q: 3 clusters Score -1.180991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 124093 members 
Entering Unmasked Estep 
Score: -11809911.000000 Penalty: 3813.128662
	Iteration 23Q: 3 clusters Score -1.180991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 124093 members 
Entering Unmasked Estep 
Score: -11809911.000000 Penalty: 3813.128662
	Iteration 24F: 3 clusters Score -1.180991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Entering Unmasked Estep 
Score: -3072586.000000 Penalty: 1690.899414
	Iteration 0F: 2 clusters Score -3072586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -3050384.000000 Penalty: 3381.798828
	Iteration 0F: 3 clusters Score -3050384 nChanged 15238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -3058676.250000 Penalty: 3381.798828
	Iteration 1F: 3 clusters Score -3058676 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -3059053.000000 Penalty: 3381.798828
	Iteration 2Q: 3 clusters Score -3059053 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -3059394.000000 Penalty: 3381.798828
	Iteration 3Q: 3 clusters Score -3059394 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -3059803.750000 Penalty: 3381.798828
	Iteration 4Q: 3 clusters Score -3059804 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -3060372.000000 Penalty: 3381.798828
	Iteration 5Q: 3 clusters Score -3060372 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -3061204.750000 Penalty: 3381.798828
	Iteration 6Q: 3 clusters Score -3061205 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -3062413.500000 Penalty: 3381.798828
	Iteration 7F: 3 clusters Score -3062414 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -3063897.250000 Penalty: 3381.798828
	Iteration 8F: 3 clusters Score -3063897 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -3065333.000000 Penalty: 3381.798828
	Iteration 9F: 3 clusters Score -3065333 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -3066521.500000 Penalty: 3381.798828
	Iteration 10F: 3 clusters Score -3066522 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -3067487.000000 Penalty: 3381.798828
	Iteration 11Q: 3 clusters Score -3067487 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -3068153.750000 Penalty: 3381.798828
	Iteration 12Q: 3 clusters Score -3068154 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -3068478.000000 Penalty: 3381.798828
	Iteration 13Q: 3 clusters Score -3068478 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -3068667.500000 Penalty: 3381.798828
	Iteration 14Q: 3 clusters Score -3068668 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -3068802.250000 Penalty: 3381.798828
	Iteration 15Q: 3 clusters Score -3068802 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -3068890.000000 Penalty: 3381.798828
	Iteration 16Q: 3 clusters Score -3068890 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -3068975.000000 Penalty: 3381.798828
	Iteration 17Q: 3 clusters Score -3068975 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -3069071.250000 Penalty: 3381.798828
	Iteration 18Q: 3 clusters Score -3069071 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -3069151.750000 Penalty: 3381.798828
	Iteration 19Q: 3 clusters Score -3069152 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -3069215.000000 Penalty: 3381.798828
	Iteration 20F: 3 clusters Score -3069215 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -3069255.250000 Penalty: 3381.798828
	Iteration 21Q: 3 clusters Score -3069255 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -3069297.250000 Penalty: 3381.798828
	Iteration 22Q: 3 clusters Score -3069297 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -3069339.000000 Penalty: 3381.798828
	Iteration 23Q: 3 clusters Score -3069339 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -3069376.500000 Penalty: 3381.798828
	Iteration 24Q: 3 clusters Score -3069376 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -3069389.000000 Penalty: 3381.798828
	Iteration 25Q: 3 clusters Score -3069389 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -3069416.250000 Penalty: 3381.798828
	Iteration 26Q: 3 clusters Score -3069416 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -3069432.500000 Penalty: 3381.798828
	Iteration 27Q: 3 clusters Score -3069432 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -3069450.000000 Penalty: 3381.798828
	Iteration 28Q: 3 clusters Score -3069450 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -3069475.750000 Penalty: 3381.798828
	Iteration 29Q: 3 clusters Score -3069476 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -3069501.000000 Penalty: 3381.798828
	Iteration 30Q: 3 clusters Score -3069501 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -3069511.750000 Penalty: 3381.798828
	Iteration 31Q: 3 clusters Score -3069512 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -3069518.250000 Penalty: 3381.798828
	Iteration 32Q: 3 clusters Score -3069518 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -3069531.250000 Penalty: 3381.798828
	Iteration 33Q: 3 clusters Score -3069531 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -3069550.250000 Penalty: 3381.798828
	Iteration 34Q: 3 clusters Score -3069550 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -3069562.000000 Penalty: 3381.798828
	Iteration 35Q: 3 clusters Score -3069562 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -3069560.000000 Penalty: 3381.798828
	Iteration 36Q: 3 clusters Score -3069560 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -3069565.750000 Penalty: 3381.798828
	Iteration 37Q: 3 clusters Score -3069566 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -3069568.000000 Penalty: 3381.798828
	Iteration 38Q: 3 clusters Score -3069568 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -3069575.750000 Penalty: 3381.798828
	Iteration 39Q: 3 clusters Score -3069576 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -3069582.250000 Penalty: 3381.798828
	Iteration 40F: 3 clusters Score -3069582 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -3069599.750000 Penalty: 3381.798828
	Iteration 41Q: 3 clusters Score -3069600 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -3069608.000000 Penalty: 3381.798828
	Iteration 42Q: 3 clusters Score -3069608 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -3069609.500000 Penalty: 3381.798828
	Iteration 43Q: 3 clusters Score -3069610 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -3069624.500000 Penalty: 3381.798828
	Iteration 44Q: 3 clusters Score -3069624 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -3069644.250000 Penalty: 3381.798828
	Iteration 45Q: 3 clusters Score -3069644 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -3069643.750000 Penalty: 3381.798828
	Iteration 46Q: 3 clusters Score -3069644 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -3069644.500000 Penalty: 3381.798828
	Iteration 47Q: 3 clusters Score -3069644 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -3069664.750000 Penalty: 3381.798828
	Iteration 48Q: 3 clusters Score -3069665 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -3069680.250000 Penalty: 3381.798828
	Iteration 49Q: 3 clusters Score -3069680 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -3069690.500000 Penalty: 3381.798828
	Iteration 50Q: 3 clusters Score -3069690 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -3069702.000000 Penalty: 3381.798828
	Iteration 51Q: 3 clusters Score -3069702 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -3069722.750000 Penalty: 3381.798828
	Iteration 52Q: 3 clusters Score -3069723 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -3069745.750000 Penalty: 3381.798828
	Iteration 53Q: 3 clusters Score -3069746 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -3069774.500000 Penalty: 3381.798828
	Iteration 54Q: 3 clusters Score -3069774 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -3069817.000000 Penalty: 3381.798828
	Iteration 55Q: 3 clusters Score -3069817 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -3069855.500000 Penalty: 3381.798828
	Iteration 56Q: 3 clusters Score -3069856 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -3069897.500000 Penalty: 3381.798828
	Iteration 57Q: 3 clusters Score -3069898 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -3069928.750000 Penalty: 3381.798828
	Iteration 58Q: 3 clusters Score -3069929 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -3069966.000000 Penalty: 3381.798828
	Iteration 59Q: 3 clusters Score -3069966 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -3070017.750000 Penalty: 3381.798828
	Iteration 60F: 3 clusters Score -3070018 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -3070064.500000 Penalty: 3381.798828
	Iteration 61Q: 3 clusters Score -3070064 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -3070111.750000 Penalty: 3381.798828
	Iteration 62Q: 3 clusters Score -3070112 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -3070158.750000 Penalty: 3381.798828
	Iteration 63Q: 3 clusters Score -3070159 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -3070210.000000 Penalty: 3381.798828
	Iteration 64Q: 3 clusters Score -3070210 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -3070266.250000 Penalty: 3381.798828
	Iteration 65Q: 3 clusters Score -3070266 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -3070338.000000 Penalty: 3381.798828
	Iteration 66Q: 3 clusters Score -3070338 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -3070394.000000 Penalty: 3381.798828
	Iteration 67Q: 3 clusters Score -3070394 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -3070467.250000 Penalty: 3381.798828
	Iteration 68Q: 3 clusters Score -3070467 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -3070541.250000 Penalty: 3381.798828
	Iteration 69Q: 3 clusters Score -3070541 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -3070619.500000 Penalty: 3381.798828
	Iteration 70Q: 3 clusters Score -3070620 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -3070673.000000 Penalty: 3381.798828
	Iteration 71Q: 3 clusters Score -3070673 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -3070726.000000 Penalty: 3381.798828
	Iteration 72Q: 3 clusters Score -3070726 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -3070788.250000 Penalty: 3381.798828
	Iteration 73Q: 3 clusters Score -3070788 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -3070848.000000 Penalty: 3381.798828
	Iteration 74Q: 3 clusters Score -3070848 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -3070880.000000 Penalty: 3381.798828
	Iteration 75Q: 3 clusters Score -3070880 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -3070922.000000 Penalty: 3381.798828
	Iteration 76Q: 3 clusters Score -3070922 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -3070951.500000 Penalty: 3381.798828
	Iteration 77Q: 3 clusters Score -3070952 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -3070967.000000 Penalty: 3381.798828
	Iteration 78Q: 3 clusters Score -3070967 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -3070990.250000 Penalty: 3381.798828
	Iteration 79Q: 3 clusters Score -3070990 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 30859 members 
Entering Unmasked Estep 
Score: -3071019.500000 Penalty: 3381.798828
	Iteration 80F: 3 clusters Score -3071020 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -3071033.500000 Penalty: 3381.798828
	Iteration 81Q: 3 clusters Score -3071034 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -3071042.750000 Penalty: 3381.798828
	Iteration 82Q: 3 clusters Score -3071043 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -3071045.000000 Penalty: 3381.798828
	Iteration 83Q: 3 clusters Score -3071045 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -3071050.750000 Penalty: 3381.798828
	Iteration 84Q: 3 clusters Score -3071051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -3071055.500000 Penalty: 3381.798828
	Iteration 85Q: 3 clusters Score -3071056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -3071062.000000 Penalty: 3381.798828
	Iteration 86Q: 3 clusters Score -3071062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -3071069.250000 Penalty: 3381.798828
	Iteration 87Q: 3 clusters Score -3071069 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -3071063.500000 Penalty: 3381.798828
	Iteration 88Q: 3 clusters Score -3071064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 31146 members 
Entering Unmasked Estep 
Score: -3071066.750000 Penalty: 3381.798828
	Iteration 89Q: 3 clusters Score -3071067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -3071068.250000 Penalty: 3381.798828
	Iteration 90Q: 3 clusters Score -3071068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -3071072.750000 Penalty: 3381.798828
	Iteration 91Q: 3 clusters Score -3071073 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -3071083.000000 Penalty: 3381.798828
	Iteration 92Q: 3 clusters Score -3071083 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -3071080.000000 Penalty: 3381.798828
	Iteration 93Q: 3 clusters Score -3071080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -3071084.250000 Penalty: 3381.798828
	Iteration 94Q: 3 clusters Score -3071084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -3071088.250000 Penalty: 3381.798828
	Iteration 95Q: 3 clusters Score -3071088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -3071094.500000 Penalty: 3381.798828
	Iteration 96Q: 3 clusters Score -3071094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -3071099.500000 Penalty: 3381.798828
	Iteration 97Q: 3 clusters Score -3071100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -3071097.000000 Penalty: 3381.798828
	Iteration 98Q: 3 clusters Score -3071097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -3071104.000000 Penalty: 3381.798828
	Iteration 99Q: 3 clusters Score -3071104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -3071106.250000 Penalty: 3381.798828
	Iteration 100F: 3 clusters Score -3071106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -3071108.250000 Penalty: 3381.798828
	Iteration 101Q: 3 clusters Score -3071108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -3071111.500000 Penalty: 3381.798828
	Iteration 102Q: 3 clusters Score -3071112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -3071108.500000 Penalty: 3381.798828
	Iteration 103Q: 3 clusters Score -3071108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -3071113.750000 Penalty: 3381.798828
	Iteration 104Q: 3 clusters Score -3071114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -3071117.000000 Penalty: 3381.798828
	Iteration 105Q: 3 clusters Score -3071117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -3071114.500000 Penalty: 3381.798828
	Iteration 106Q: 3 clusters Score -3071114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -3071112.750000 Penalty: 3381.798828
	Iteration 107Q: 3 clusters Score -3071113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -3071116.750000 Penalty: 3381.798828
	Iteration 108Q: 3 clusters Score -3071117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -3071115.750000 Penalty: 3381.798828
	Iteration 109Q: 3 clusters Score -3071116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -3071125.750000 Penalty: 3381.798828
	Iteration 110Q: 3 clusters Score -3071126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -3071129.500000 Penalty: 3381.798828
	Iteration 111Q: 3 clusters Score -3071130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -3071133.500000 Penalty: 3381.798828
	Iteration 112Q: 3 clusters Score -3071134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -3071137.000000 Penalty: 3381.798828
	Iteration 113Q: 3 clusters Score -3071137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -3071138.000000 Penalty: 3381.798828
	Iteration 114Q: 3 clusters Score -3071138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -3071140.250000 Penalty: 3381.798828
	Iteration 115Q: 3 clusters Score -3071140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -3071148.750000 Penalty: 3381.798828
	Iteration 116Q: 3 clusters Score -3071149 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -3071153.000000 Penalty: 3381.798828
	Iteration 117Q: 3 clusters Score -3071153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -3071159.000000 Penalty: 3381.798828
	Iteration 118Q: 3 clusters Score -3071159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -3071158.750000 Penalty: 3381.798828
	Iteration 119Q: 3 clusters Score -3071159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -3071161.750000 Penalty: 3381.798828
	Iteration 120F: 3 clusters Score -3071162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -3071168.000000 Penalty: 3381.798828
	Iteration 121Q: 3 clusters Score -3071168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -3071165.500000 Penalty: 3381.798828
	Iteration 122Q: 3 clusters Score -3071166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -3071174.750000 Penalty: 3381.798828
	Iteration 123Q: 3 clusters Score -3071175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -3071183.250000 Penalty: 3381.798828
	Iteration 124Q: 3 clusters Score -3071183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -3071185.250000 Penalty: 3381.798828
	Iteration 125Q: 3 clusters Score -3071185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -3071180.750000 Penalty: 3381.798828
	Iteration 126Q: 3 clusters Score -3071181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -3071182.750000 Penalty: 3381.798828
	Iteration 127Q: 3 clusters Score -3071183 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -3071191.000000 Penalty: 3381.798828
	Iteration 128Q: 3 clusters Score -3071191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -3071194.750000 Penalty: 3381.798828
	Iteration 129Q: 3 clusters Score -3071195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -3071195.000000 Penalty: 3381.798828
	Iteration 130Q: 3 clusters Score -3071195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -3071194.750000 Penalty: 3381.798828
	Iteration 131Q: 3 clusters Score -3071195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -3071197.500000 Penalty: 3381.798828
	Iteration 132Q: 3 clusters Score -3071198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -3071197.500000 Penalty: 3381.798828
	Iteration 133Q: 3 clusters Score -3071198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -3071208.250000 Penalty: 3381.798828
	Iteration 134Q: 3 clusters Score -3071208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -3071208.500000 Penalty: 3381.798828
	Iteration 135Q: 3 clusters Score -3071208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -3071214.000000 Penalty: 3381.798828
	Iteration 136Q: 3 clusters Score -3071214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -3071215.250000 Penalty: 3381.798828
	Iteration 137Q: 3 clusters Score -3071215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -3071217.250000 Penalty: 3381.798828
	Iteration 138Q: 3 clusters Score -3071217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -3071221.250000 Penalty: 3381.798828
	Iteration 139Q: 3 clusters Score -3071221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -3071228.250000 Penalty: 3381.798828
	Iteration 140F: 3 clusters Score -3071228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -3071225.500000 Penalty: 3381.798828
	Iteration 141Q: 3 clusters Score -3071226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -3071215.750000 Penalty: 3381.798828
	Iteration 142Q: 3 clusters Score -3071216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -3071225.500000 Penalty: 3381.798828
	Iteration 143Q: 3 clusters Score -3071226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -3071219.500000 Penalty: 3381.798828
	Iteration 144Q: 3 clusters Score -3071220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -3071219.250000 Penalty: 3381.798828
	Iteration 145Q: 3 clusters Score -3071219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -3071221.000000 Penalty: 3381.798828
	Iteration 146Q: 3 clusters Score -3071221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
Score: -3071222.500000 Penalty: 3381.798828
	Iteration 147Q: 3 clusters Score -3071222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -3071220.500000 Penalty: 3381.798828
	Iteration 148Q: 3 clusters Score -3071220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -3071223.000000 Penalty: 3381.798828
	Iteration 149Q: 3 clusters Score -3071223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -3071223.000000 Penalty: 3381.798828
	Iteration 150F: 3 clusters Score -3071223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Entering Unmasked Estep 
Score: -1495687.500000 Penalty: 1595.731812
	Iteration 0F: 2 clusters Score -1495688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1483042.250000 Penalty: 3191.463623
	Iteration 0F: 3 clusters Score -1483042 nChanged 8308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1488377.500000 Penalty: 3191.463623
	Iteration 1F: 3 clusters Score -1488378 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1489571.500000 Penalty: 3191.463623
	Iteration 2F: 3 clusters Score -1489572 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1490844.250000 Penalty: 3191.463623
	Iteration 3F: 3 clusters Score -1490844 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1491966.500000 Penalty: 3191.463623
	Iteration 4F: 3 clusters Score -1491966 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1492657.750000 Penalty: 3191.463623
	Iteration 5F: 3 clusters Score -1492658 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1493066.250000 Penalty: 3191.463623
	Iteration 6Q: 3 clusters Score -1493066 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1493324.250000 Penalty: 3191.463623
	Iteration 7Q: 3 clusters Score -1493324 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1493490.250000 Penalty: 3191.463623
	Iteration 8Q: 3 clusters Score -1493490 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1493621.125000 Penalty: 3191.463623
	Iteration 9Q: 3 clusters Score -1493621 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1493728.000000 Penalty: 3191.463623
	Iteration 10Q: 3 clusters Score -1493728 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1493817.250000 Penalty: 3191.463623
	Iteration 11Q: 3 clusters Score -1493817 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1493910.125000 Penalty: 3191.463623
	Iteration 12Q: 3 clusters Score -1493910 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1494015.875000 Penalty: 3191.463623
	Iteration 13Q: 3 clusters Score -1494016 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1494134.125000 Penalty: 3191.463623
	Iteration 14Q: 3 clusters Score -1494134 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1494249.375000 Penalty: 3191.463623
	Iteration 15Q: 3 clusters Score -1494249 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1494363.000000 Penalty: 3191.463623
	Iteration 16Q: 3 clusters Score -1494363 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1494470.500000 Penalty: 3191.463623
	Iteration 17Q: 3 clusters Score -1494470 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1494563.000000 Penalty: 3191.463623
	Iteration 18Q: 3 clusters Score -1494563 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1494650.250000 Penalty: 3191.463623
	Iteration 19Q: 3 clusters Score -1494650 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1494734.000000 Penalty: 3191.463623
	Iteration 20F: 3 clusters Score -1494734 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1494820.125000 Penalty: 3191.463623
	Iteration 21Q: 3 clusters Score -1494820 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1494914.625000 Penalty: 3191.463623
	Iteration 22Q: 3 clusters Score -1494915 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1495096.750000 Penalty: 3191.463623
	Iteration 23Q: 3 clusters Score -1495097 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1495383.750000 Penalty: 3191.463623
	Iteration 24Q: 3 clusters Score -1495384 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1495641.625000 Penalty: 3191.463623
	Iteration 25Q: 3 clusters Score -1495642 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1495781.625000 Penalty: 3191.463623
	Iteration 26Q: 3 clusters Score -1495782 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1495828.625000 Penalty: 3191.463623
	Iteration 27Q: 3 clusters Score -1495829 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1495847.500000 Penalty: 3191.463623
	Iteration 28Q: 3 clusters Score -1495848 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1495859.500000 Penalty: 3191.463623
	Iteration 29Q: 3 clusters Score -1495860 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1495866.875000 Penalty: 3191.463623
	Iteration 30Q: 3 clusters Score -1495867 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1495877.375000 Penalty: 3191.463623
	Iteration 31Q: 3 clusters Score -1495877 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1495880.125000 Penalty: 3191.463623
	Iteration 32Q: 3 clusters Score -1495880 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1495883.625000 Penalty: 3191.463623
	Iteration 33Q: 3 clusters Score -1495884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1495885.500000 Penalty: 3191.463623
	Iteration 34Q: 3 clusters Score -1495886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1495887.125000 Penalty: 3191.463623
	Iteration 35Q: 3 clusters Score -1495887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1495888.250000 Penalty: 3191.463623
	Iteration 36Q: 3 clusters Score -1495888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1495883.000000 Penalty: 3191.463623
	Iteration 37Q: 3 clusters Score -1495883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1495885.250000 Penalty: 3191.463623
	Iteration 38Q: 3 clusters Score -1495885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1495886.125000 Penalty: 3191.463623
	Iteration 39Q: 3 clusters Score -1495886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1495887.625000 Penalty: 3191.463623
	Iteration 40F: 3 clusters Score -1495888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1495886.875000 Penalty: 3191.463623
	Iteration 41Q: 3 clusters Score -1495887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1495887.375000 Penalty: 3191.463623
	Iteration 42Q: 3 clusters Score -1495887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1495887.375000 Penalty: 3191.463623
	Iteration 43F: 3 clusters Score -1495887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 51457 members 
Mstep: Class 3 contains 41989 members 
Mstep: Class 4 contains 111264 members 
Mstep: Class 5 contains 7297 members 
Mstep: Class 6 contains 14932 members 
Mstep: Class 7 contains 10813 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 124580 members 
Mstep: Class 10 contains 33042 members 
Mstep: Class 11 contains 9432 members 
Mstep: Class 12 contains 40818 members 
Mstep: Class 13 contains 4379 members 
Mstep: Class 14 contains 1444 members 
Mstep: Class 15 contains 17623 members 
Mstep: Class 16 contains 21173 members 
Mstep: Class 17 contains 88213 members 
Mstep: Class 18 contains 60678 members 
Mstep: Class 19 contains 1368 members 
Mstep: Class 20 contains 5676 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 61014 members 
Mstep: Class 24 contains 6381 members 
Mstep: Class 25 contains 13063 members 
Mstep: Class 26 contains 5703 members 
Mstep: Class 27 contains 1812 members 
Mstep: Class 28 contains 7297 members 
Mstep: Class 29 contains 2666 members 
Mstep: Class 30 contains 70022 members 
Mstep: Class 31 contains 1658 members 
Mstep: Class 32 contains 14305 members 
Mstep: Class 33 contains 1611 members 
Mstep: Class 34 contains 1517 members 
Mstep: Class 35 contains 906 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1689 members 
Mstep: Class 38 contains 8070 members 
Mstep: Class 39 contains 5478 members 
Mstep: Class 40 contains 4562 members 
Mstep: Class 41 contains 3438 members 
Mstep: Class 42 contains 65962 members 
Mstep: Class 43 contains 8964 members 
Entering Unmasked Estep 
Score: -84452944.000000 Penalty: 96238.460938
Splitting cluster 11 changes total score from -84445992.000000 to -84452944.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 12 (40818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Entering Unmasked Estep 
Score: -3789033.000000 Penalty: 1725.242798
	Iteration 0F: 2 clusters Score -3789033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -3761624.500000 Penalty: 3450.485596
	Iteration 0F: 3 clusters Score -3761624 nChanged 19223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -3772461.000000 Penalty: 3450.485596
	Iteration 1F: 3 clusters Score -3772461 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -3772958.250000 Penalty: 3450.485596
	Iteration 2Q: 3 clusters Score -3772958 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -3773588.000000 Penalty: 3450.485596
	Iteration 3Q: 3 clusters Score -3773588 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -3774535.250000 Penalty: 3450.485596
	Iteration 4F: 3 clusters Score -3774535 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -3775941.500000 Penalty: 3450.485596
	Iteration 5F: 3 clusters Score -3775942 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -3777821.000000 Penalty: 3450.485596
	Iteration 6F: 3 clusters Score -3777821 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -3780088.750000 Penalty: 3450.485596
	Iteration 7F: 3 clusters Score -3780089 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -3782165.750000 Penalty: 3450.485596
	Iteration 8F: 3 clusters Score -3782166 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -3783856.750000 Penalty: 3450.485596
	Iteration 9F: 3 clusters Score -3783857 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -3785111.750000 Penalty: 3450.485596
	Iteration 10Q: 3 clusters Score -3785112 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 38808 members 
Entering Unmasked Estep 
Score: -3786030.500000 Penalty: 3450.485596
	Iteration 11Q: 3 clusters Score -3786030 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -3786645.000000 Penalty: 3450.485596
	Iteration 12Q: 3 clusters Score -3786645 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -3787006.000000 Penalty: 3450.485596
	Iteration 13Q: 3 clusters Score -3787006 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -3787213.750000 Penalty: 3450.485596
	Iteration 14Q: 3 clusters Score -3787214 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
Score: -3787331.250000 Penalty: 3450.485596
	Iteration 15Q: 3 clusters Score -3787331 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -3787403.750000 Penalty: 3450.485596
	Iteration 16Q: 3 clusters Score -3787404 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -3787451.750000 Penalty: 3450.485596
	Iteration 17Q: 3 clusters Score -3787452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -3787476.250000 Penalty: 3450.485596
	Iteration 18Q: 3 clusters Score -3787476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -3787488.500000 Penalty: 3450.485596
	Iteration 19Q: 3 clusters Score -3787488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -3787499.250000 Penalty: 3450.485596
	Iteration 20F: 3 clusters Score -3787499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -3787511.500000 Penalty: 3450.485596
	Iteration 21Q: 3 clusters Score -3787512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -3787514.500000 Penalty: 3450.485596
	Iteration 22Q: 3 clusters Score -3787514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -3787521.500000 Penalty: 3450.485596
	Iteration 23Q: 3 clusters Score -3787522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -3787518.250000 Penalty: 3450.485596
	Iteration 24Q: 3 clusters Score -3787518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -3787527.250000 Penalty: 3450.485596
	Iteration 25Q: 3 clusters Score -3787527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -3787530.500000 Penalty: 3450.485596
	Iteration 26Q: 3 clusters Score -3787530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -3787530.500000 Penalty: 3450.485596
	Iteration 27F: 3 clusters Score -3787530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Entering Unmasked Estep 
Score: -382108.250000 Penalty: 1362.493530
	Iteration 0F: 2 clusters Score -382108.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -378509.468750 Penalty: 2724.987061
	Iteration 0F: 3 clusters Score -378509.5 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -379491.906250 Penalty: 2724.987061
	Iteration 1F: 3 clusters Score -379491.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -379710.093750 Penalty: 2724.987061
	Iteration 2F: 3 clusters Score -379710.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -379901.125000 Penalty: 2724.987061
	Iteration 3F: 3 clusters Score -379901.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -380102.343750 Penalty: 2724.987061
	Iteration 4F: 3 clusters Score -380102.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -380293.375000 Penalty: 2724.987061
	Iteration 5F: 3 clusters Score -380293.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -380460.625000 Penalty: 2724.987061
	Iteration 6F: 3 clusters Score -380460.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -380647.406250 Penalty: 2724.987061
	Iteration 7Q: 3 clusters Score -380647.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -380794.031250 Penalty: 2724.987061
	Iteration 8Q: 3 clusters Score -380794 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -380959.000000 Penalty: 2724.987061
	Iteration 9Q: 3 clusters Score -380959 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -381106.750000 Penalty: 2724.987061
	Iteration 10Q: 3 clusters Score -381106.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -381214.031250 Penalty: 2724.987061
	Iteration 11Q: 3 clusters Score -381214 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -381302.906250 Penalty: 2724.987061
	Iteration 12Q: 3 clusters Score -381302.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -381371.562500 Penalty: 2724.987061
	Iteration 13Q: 3 clusters Score -381371.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -381427.781250 Penalty: 2724.987061
	Iteration 14Q: 3 clusters Score -381427.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -381489.343750 Penalty: 2724.987061
	Iteration 15Q: 3 clusters Score -381489.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -381556.812500 Penalty: 2724.987061
	Iteration 16Q: 3 clusters Score -381556.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -381603.500000 Penalty: 2724.987061
	Iteration 17Q: 3 clusters Score -381603.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -381633.562500 Penalty: 2724.987061
	Iteration 18Q: 3 clusters Score -381633.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -381653.343750 Penalty: 2724.987061
	Iteration 19Q: 3 clusters Score -381653.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -381662.687500 Penalty: 2724.987061
	Iteration 20F: 3 clusters Score -381662.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -381665.562500 Penalty: 2724.987061
	Iteration 21Q: 3 clusters Score -381665.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -381667.406250 Penalty: 2724.987061
	Iteration 22Q: 3 clusters Score -381667.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -381668.468750 Penalty: 2724.987061
	Iteration 23Q: 3 clusters Score -381668.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -381669.218750 Penalty: 2724.987061
	Iteration 24Q: 3 clusters Score -381669.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -381670.031250 Penalty: 2724.987061
	Iteration 25Q: 3 clusters Score -381670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -381670.031250 Penalty: 2724.987061
	Iteration 26F: 3 clusters Score -381670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Entering Unmasked Estep 
Score: -114480.468750 Penalty: 1182.215454
	Iteration 0F: 2 clusters Score -114480.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -112753.281250 Penalty: 2364.430908
	Iteration 0F: 3 clusters Score -112753.3 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -113187.632812 Penalty: 2364.430908
	Iteration 1F: 3 clusters Score -113187.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -113449.125000 Penalty: 2364.430908
	Iteration 2F: 3 clusters Score -113449.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -113685.359375 Penalty: 2364.430908
	Iteration 3F: 3 clusters Score -113685.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -113885.976562 Penalty: 2364.430908
	Iteration 4F: 3 clusters Score -113886 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -114024.843750 Penalty: 2364.430908
	Iteration 5F: 3 clusters Score -114024.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -114100.523438 Penalty: 2364.430908
	Iteration 6Q: 3 clusters Score -114100.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -114178.257812 Penalty: 2364.430908
	Iteration 7Q: 3 clusters Score -114178.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -114228.671875 Penalty: 2364.430908
	Iteration 8Q: 3 clusters Score -114228.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -114290.828125 Penalty: 2364.430908
	Iteration 9Q: 3 clusters Score -114290.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -114333.031250 Penalty: 2364.430908
	Iteration 10Q: 3 clusters Score -114333 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -114376.906250 Penalty: 2364.430908
	Iteration 11Q: 3 clusters Score -114376.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -114411.789062 Penalty: 2364.430908
	Iteration 12Q: 3 clusters Score -114411.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -114430.664062 Penalty: 2364.430908
	Iteration 13Q: 3 clusters Score -114430.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -114442.687500 Penalty: 2364.430908
	Iteration 14Q: 3 clusters Score -114442.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -114445.453125 Penalty: 2364.430908
	Iteration 15Q: 3 clusters Score -114445.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -114448.210938 Penalty: 2364.430908
	Iteration 16Q: 3 clusters Score -114448.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -114449.007812 Penalty: 2364.430908
	Iteration 17Q: 3 clusters Score -114449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -114449.617188 Penalty: 2364.430908
	Iteration 18Q: 3 clusters Score -114449.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -114449.617188 Penalty: 2364.430908
	Iteration 19F: 3 clusters Score -114449.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -1459185.875000 Penalty: 1588.756104
	Iteration 0F: 2 clusters Score -1459186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1447053.875000 Penalty: 3177.512207
	Iteration 0F: 3 clusters Score -1447054 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1451748.625000 Penalty: 3177.512207
	Iteration 1F: 3 clusters Score -1451749 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1452347.125000 Penalty: 3177.512207
	Iteration 2F: 3 clusters Score -1452347 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1452931.125000 Penalty: 3177.512207
	Iteration 3F: 3 clusters Score -1452931 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1453545.125000 Penalty: 3177.512207
	Iteration 4F: 3 clusters Score -1453545 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1454155.375000 Penalty: 3177.512207
	Iteration 5F: 3 clusters Score -1454155 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1454750.875000 Penalty: 3177.512207
	Iteration 6F: 3 clusters Score -1454751 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1455246.625000 Penalty: 3177.512207
	Iteration 7Q: 3 clusters Score -1455247 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1455626.750000 Penalty: 3177.512207
	Iteration 8Q: 3 clusters Score -1455627 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1455912.875000 Penalty: 3177.512207
	Iteration 9Q: 3 clusters Score -1455913 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1456116.500000 Penalty: 3177.512207
	Iteration 10Q: 3 clusters Score -1456116 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1456261.750000 Penalty: 3177.512207
	Iteration 11Q: 3 clusters Score -1456262 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1456361.875000 Penalty: 3177.512207
	Iteration 12Q: 3 clusters Score -1456362 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1456418.250000 Penalty: 3177.512207
	Iteration 13Q: 3 clusters Score -1456418 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1456460.750000 Penalty: 3177.512207
	Iteration 14Q: 3 clusters Score -1456461 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1456494.750000 Penalty: 3177.512207
	Iteration 15Q: 3 clusters Score -1456495 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1456531.500000 Penalty: 3177.512207
	Iteration 16Q: 3 clusters Score -1456532 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1456570.875000 Penalty: 3177.512207
	Iteration 17Q: 3 clusters Score -1456571 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1456595.500000 Penalty: 3177.512207
	Iteration 18Q: 3 clusters Score -1456596 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1456616.750000 Penalty: 3177.512207
	Iteration 19Q: 3 clusters Score -1456617 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1456641.750000 Penalty: 3177.512207
	Iteration 20F: 3 clusters Score -1456642 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1456655.125000 Penalty: 3177.512207
	Iteration 21Q: 3 clusters Score -1456655 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1456670.375000 Penalty: 3177.512207
	Iteration 22Q: 3 clusters Score -1456670 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1456675.625000 Penalty: 3177.512207
	Iteration 23Q: 3 clusters Score -1456676 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1456683.500000 Penalty: 3177.512207
	Iteration 24Q: 3 clusters Score -1456684 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1456690.500000 Penalty: 3177.512207
	Iteration 25Q: 3 clusters Score -1456690 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1456691.000000 Penalty: 3177.512207
	Iteration 26Q: 3 clusters Score -1456691 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1456698.375000 Penalty: 3177.512207
	Iteration 27Q: 3 clusters Score -1456698 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1456702.750000 Penalty: 3177.512207
	Iteration 28Q: 3 clusters Score -1456703 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1456706.750000 Penalty: 3177.512207
	Iteration 29Q: 3 clusters Score -1456707 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1456709.875000 Penalty: 3177.512207
	Iteration 30Q: 3 clusters Score -1456710 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1456716.875000 Penalty: 3177.512207
	Iteration 31Q: 3 clusters Score -1456717 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1456713.750000 Penalty: 3177.512207
	Iteration 32Q: 3 clusters Score -1456714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1456716.125000 Penalty: 3177.512207
	Iteration 33Q: 3 clusters Score -1456716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1456719.000000 Penalty: 3177.512207
	Iteration 34Q: 3 clusters Score -1456719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1456719.125000 Penalty: 3177.512207
	Iteration 35Q: 3 clusters Score -1456719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1456717.875000 Penalty: 3177.512207
	Iteration 36Q: 3 clusters Score -1456718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1456720.125000 Penalty: 3177.512207
	Iteration 37Q: 3 clusters Score -1456720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1456719.625000 Penalty: 3177.512207
	Iteration 38Q: 3 clusters Score -1456720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1456717.250000 Penalty: 3177.512207
	Iteration 39Q: 3 clusters Score -1456717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1456725.000000 Penalty: 3177.512207
	Iteration 40F: 3 clusters Score -1456725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1456728.625000 Penalty: 3177.512207
	Iteration 41Q: 3 clusters Score -1456729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1456729.875000 Penalty: 3177.512207
	Iteration 42Q: 3 clusters Score -1456730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1456727.875000 Penalty: 3177.512207
	Iteration 43Q: 3 clusters Score -1456728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1456726.500000 Penalty: 3177.512207
	Iteration 44Q: 3 clusters Score -1456726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1456727.375000 Penalty: 3177.512207
	Iteration 45Q: 3 clusters Score -1456727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1456729.875000 Penalty: 3177.512207
	Iteration 46Q: 3 clusters Score -1456730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1456731.000000 Penalty: 3177.512207
	Iteration 47Q: 3 clusters Score -1456731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1456732.125000 Penalty: 3177.512207
	Iteration 48Q: 3 clusters Score -1456732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1456729.500000 Penalty: 3177.512207
	Iteration 49Q: 3 clusters Score -1456730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1456731.250000 Penalty: 3177.512207
	Iteration 50Q: 3 clusters Score -1456731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1456730.625000 Penalty: 3177.512207
	Iteration 51Q: 3 clusters Score -1456731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1456734.125000 Penalty: 3177.512207
	Iteration 52Q: 3 clusters Score -1456734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1456730.500000 Penalty: 3177.512207
	Iteration 53Q: 3 clusters Score -1456730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1456733.250000 Penalty: 3177.512207
	Iteration 54Q: 3 clusters Score -1456733 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1456732.250000 Penalty: 3177.512207
	Iteration 55Q: 3 clusters Score -1456732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1456731.375000 Penalty: 3177.512207
	Iteration 56Q: 3 clusters Score -1456731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1456730.625000 Penalty: 3177.512207
	Iteration 57Q: 3 clusters Score -1456731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1456736.250000 Penalty: 3177.512207
	Iteration 58Q: 3 clusters Score -1456736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1456737.375000 Penalty: 3177.512207
	Iteration 59Q: 3 clusters Score -1456737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1456739.250000 Penalty: 3177.512207
	Iteration 60F: 3 clusters Score -1456739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1456739.375000 Penalty: 3177.512207
	Iteration 61Q: 3 clusters Score -1456739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1456740.500000 Penalty: 3177.512207
	Iteration 62Q: 3 clusters Score -1456740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1456740.125000 Penalty: 3177.512207
	Iteration 63Q: 3 clusters Score -1456740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1456739.625000 Penalty: 3177.512207
	Iteration 64Q: 3 clusters Score -1456740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1456738.125000 Penalty: 3177.512207
	Iteration 65Q: 3 clusters Score -1456738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1456738.500000 Penalty: 3177.512207
	Iteration 66Q: 3 clusters Score -1456738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1456737.500000 Penalty: 3177.512207
	Iteration 67Q: 3 clusters Score -1456738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1456738.250000 Penalty: 3177.512207
	Iteration 68Q: 3 clusters Score -1456738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1456739.000000 Penalty: 3177.512207
	Iteration 69Q: 3 clusters Score -1456739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1456735.750000 Penalty: 3177.512207
	Iteration 70Q: 3 clusters Score -1456736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1456734.250000 Penalty: 3177.512207
	Iteration 71Q: 3 clusters Score -1456734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1456734.125000 Penalty: 3177.512207
	Iteration 72Q: 3 clusters Score -1456734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1456736.500000 Penalty: 3177.512207
	Iteration 73Q: 3 clusters Score -1456736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1456737.125000 Penalty: 3177.512207
	Iteration 74Q: 3 clusters Score -1456737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1456738.250000 Penalty: 3177.512207
	Iteration 75Q: 3 clusters Score -1456738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1456738.375000 Penalty: 3177.512207
	Iteration 76Q: 3 clusters Score -1456738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1456737.750000 Penalty: 3177.512207
	Iteration 77Q: 3 clusters Score -1456738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1456737.750000 Penalty: 3177.512207
	Iteration 78F: 3 clusters Score -1456738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Entering Unmasked Estep 
Score: -1736952.750000 Penalty: 1618.578247
	Iteration 0F: 2 clusters Score -1736953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1722668.125000 Penalty: 3237.156494
	Iteration 0F: 3 clusters Score -1722668 nChanged 9504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1728048.250000 Penalty: 3237.156494
	Iteration 1F: 3 clusters Score -1728048 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1728708.000000 Penalty: 3237.156494
	Iteration 2F: 3 clusters Score -1728708 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1729439.875000 Penalty: 3237.156494
	Iteration 3F: 3 clusters Score -1729440 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1730353.625000 Penalty: 3237.156494
	Iteration 4F: 3 clusters Score -1730354 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1731389.500000 Penalty: 3237.156494
	Iteration 5F: 3 clusters Score -1731390 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1732319.625000 Penalty: 3237.156494
	Iteration 6F: 3 clusters Score -1732320 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1732946.500000 Penalty: 3237.156494
	Iteration 7F: 3 clusters Score -1732946 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1733368.875000 Penalty: 3237.156494
	Iteration 8Q: 3 clusters Score -1733369 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1733637.250000 Penalty: 3237.156494
	Iteration 9Q: 3 clusters Score -1733637 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1733829.375000 Penalty: 3237.156494
	Iteration 10Q: 3 clusters Score -1733829 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -1733960.625000 Penalty: 3237.156494
	Iteration 11Q: 3 clusters Score -1733961 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1734060.250000 Penalty: 3237.156494
	Iteration 12Q: 3 clusters Score -1734060 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1734135.750000 Penalty: 3237.156494
	Iteration 13Q: 3 clusters Score -1734136 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -1734193.250000 Penalty: 3237.156494
	Iteration 14Q: 3 clusters Score -1734193 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -1734243.375000 Penalty: 3237.156494
	Iteration 15Q: 3 clusters Score -1734243 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -1734292.375000 Penalty: 3237.156494
	Iteration 16Q: 3 clusters Score -1734292 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -1734326.000000 Penalty: 3237.156494
	Iteration 17Q: 3 clusters Score -1734326 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -1734363.875000 Penalty: 3237.156494
	Iteration 18Q: 3 clusters Score -1734364 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -1734405.500000 Penalty: 3237.156494
	Iteration 19Q: 3 clusters Score -1734406 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -1734455.250000 Penalty: 3237.156494
	Iteration 20F: 3 clusters Score -1734455 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -1734513.125000 Penalty: 3237.156494
	Iteration 21Q: 3 clusters Score -1734513 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -1734575.500000 Penalty: 3237.156494
	Iteration 22Q: 3 clusters Score -1734576 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -1734646.500000 Penalty: 3237.156494
	Iteration 23Q: 3 clusters Score -1734646 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -1734729.875000 Penalty: 3237.156494
	Iteration 24Q: 3 clusters Score -1734730 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -1734804.250000 Penalty: 3237.156494
	Iteration 25Q: 3 clusters Score -1734804 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -1734894.000000 Penalty: 3237.156494
	Iteration 26Q: 3 clusters Score -1734894 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -1735023.375000 Penalty: 3237.156494
	Iteration 27Q: 3 clusters Score -1735023 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -1735177.375000 Penalty: 3237.156494
	Iteration 28Q: 3 clusters Score -1735177 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -1735345.750000 Penalty: 3237.156494
	Iteration 29Q: 3 clusters Score -1735346 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -1735511.875000 Penalty: 3237.156494
	Iteration 30Q: 3 clusters Score -1735512 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -1735625.000000 Penalty: 3237.156494
	Iteration 31Q: 3 clusters Score -1735625 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -1735704.625000 Penalty: 3237.156494
	Iteration 32Q: 3 clusters Score -1735705 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -1735778.500000 Penalty: 3237.156494
	Iteration 33Q: 3 clusters Score -1735778 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -1735842.500000 Penalty: 3237.156494
	Iteration 34Q: 3 clusters Score -1735842 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -1735890.250000 Penalty: 3237.156494
	Iteration 35Q: 3 clusters Score -1735890 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -1735945.875000 Penalty: 3237.156494
	Iteration 36Q: 3 clusters Score -1735946 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -1735987.875000 Penalty: 3237.156494
	Iteration 37Q: 3 clusters Score -1735988 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -1736015.625000 Penalty: 3237.156494
	Iteration 38Q: 3 clusters Score -1736016 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -1736045.125000 Penalty: 3237.156494
	Iteration 39Q: 3 clusters Score -1736045 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -1736077.750000 Penalty: 3237.156494
	Iteration 40F: 3 clusters Score -1736078 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -1736100.250000 Penalty: 3237.156494
	Iteration 41Q: 3 clusters Score -1736100 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -1736132.250000 Penalty: 3237.156494
	Iteration 42Q: 3 clusters Score -1736132 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -1736152.250000 Penalty: 3237.156494
	Iteration 43Q: 3 clusters Score -1736152 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -1736169.250000 Penalty: 3237.156494
	Iteration 44Q: 3 clusters Score -1736169 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -1736176.500000 Penalty: 3237.156494
	Iteration 45Q: 3 clusters Score -1736176 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -1736184.000000 Penalty: 3237.156494
	Iteration 46Q: 3 clusters Score -1736184 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -1736192.000000 Penalty: 3237.156494
	Iteration 47Q: 3 clusters Score -1736192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -1736199.250000 Penalty: 3237.156494
	Iteration 48Q: 3 clusters Score -1736199 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -1736201.500000 Penalty: 3237.156494
	Iteration 49Q: 3 clusters Score -1736202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -1736212.250000 Penalty: 3237.156494
	Iteration 50Q: 3 clusters Score -1736212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -1736212.125000 Penalty: 3237.156494
	Iteration 51Q: 3 clusters Score -1736212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -1736215.875000 Penalty: 3237.156494
	Iteration 52Q: 3 clusters Score -1736216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -1736216.875000 Penalty: 3237.156494
	Iteration 53Q: 3 clusters Score -1736217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -1736217.125000 Penalty: 3237.156494
	Iteration 54Q: 3 clusters Score -1736217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -1736215.875000 Penalty: 3237.156494
	Iteration 55Q: 3 clusters Score -1736216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -1736214.750000 Penalty: 3237.156494
	Iteration 56Q: 3 clusters Score -1736215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -1736213.500000 Penalty: 3237.156494
	Iteration 57Q: 3 clusters Score -1736214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -1736216.000000 Penalty: 3237.156494
	Iteration 58Q: 3 clusters Score -1736216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -1736216.000000 Penalty: 3237.156494
	Iteration 59F: 3 clusters Score -1736216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (88213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88213 members 
Entering Unmasked Estep 
Score: -8138781.000000 Penalty: 1850.470215
	Iteration 0F: 2 clusters Score -8138781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 44203 members 
Entering Unmasked Estep 
Score: -8079496.000000 Penalty: 3700.940430
	Iteration 0F: 3 clusters Score -8079496 nChanged 42061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 45334 members 
Entering Unmasked Estep 
Score: -8104056.500000 Penalty: 3700.940430
	Iteration 1F: 3 clusters Score -8104056 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -8104696.000000 Penalty: 3700.940430
	Iteration 2Q: 3 clusters Score -8104696 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 47543 members 
Entering Unmasked Estep 
Score: -8105479.000000 Penalty: 3700.940430
	Iteration 3Q: 3 clusters Score -8105479 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 49576 members 
Entering Unmasked Estep 
Score: -8106501.000000 Penalty: 3700.940430
	Iteration 4Q: 3 clusters Score -8106501 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 52517 members 
Entering Unmasked Estep 
Score: -8107988.000000 Penalty: 3700.940430
	Iteration 5Q: 3 clusters Score -8107988 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 56639 members 
Entering Unmasked Estep 
Score: -8110429.500000 Penalty: 3700.940430
	Iteration 6F: 3 clusters Score -8110430 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 62239 members 
Entering Unmasked Estep 
Score: -8114270.500000 Penalty: 3700.940430
	Iteration 7F: 3 clusters Score -8114270 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 69142 members 
Entering Unmasked Estep 
Score: -8119818.000000 Penalty: 3700.940430
	Iteration 8F: 3 clusters Score -8119818 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 76129 members 
Entering Unmasked Estep 
Score: -8126204.000000 Penalty: 3700.940430
	Iteration 9F: 3 clusters Score -8126204 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 81708 members 
Entering Unmasked Estep 
Score: -8131464.000000 Penalty: 3700.940430
	Iteration 10F: 3 clusters Score -8131464 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 85148 members 
Entering Unmasked Estep 
Score: -8134588.500000 Penalty: 3700.940430
	Iteration 11Q: 3 clusters Score -8134588 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 86738 members 
Entering Unmasked Estep 
Score: -8136071.000000 Penalty: 3700.940430
	Iteration 12Q: 3 clusters Score -8136071 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 87348 members 
Entering Unmasked Estep 
Score: -8136653.500000 Penalty: 3700.940430
	Iteration 13Q: 3 clusters Score -8136654 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 87561 members 
Entering Unmasked Estep 
Score: -8136903.000000 Penalty: 3700.940430
	Iteration 14Q: 3 clusters Score -8136903 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 87679 members 
Entering Unmasked Estep 
Score: -8137101.000000 Penalty: 3700.940430
	Iteration 15Q: 3 clusters Score -8137101 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 87717 members 
Entering Unmasked Estep 
Score: -8137181.000000 Penalty: 3700.940430
	Iteration 16Q: 3 clusters Score -8137181 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 87735 members 
Entering Unmasked Estep 
Score: -8137234.000000 Penalty: 3700.940430
	Iteration 17Q: 3 clusters Score -8137234 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 87741 members 
Entering Unmasked Estep 
Score: -8137265.000000 Penalty: 3700.940430
	Iteration 18Q: 3 clusters Score -8137265 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 87745 members 
Entering Unmasked Estep 
Score: -8137286.500000 Penalty: 3700.940430
	Iteration 19Q: 3 clusters Score -8137286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 87745 members 
Entering Unmasked Estep 
Score: -8137297.000000 Penalty: 3700.940430
	Iteration 20F: 3 clusters Score -8137297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 87745 members 
Entering Unmasked Estep 
Score: -8137308.500000 Penalty: 3700.940430
	Iteration 21Q: 3 clusters Score -8137308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 87748 members 
Entering Unmasked Estep 
Score: -8137309.500000 Penalty: 3700.940430
	Iteration 22Q: 3 clusters Score -8137310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 87749 members 
Entering Unmasked Estep 
Score: -8137315.000000 Penalty: 3700.940430
	Iteration 23Q: 3 clusters Score -8137315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 87748 members 
Entering Unmasked Estep 
Score: -8137316.000000 Penalty: 3700.940430
	Iteration 24Q: 3 clusters Score -8137316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 87749 members 
Entering Unmasked Estep 
Score: -8137313.000000 Penalty: 3700.940430
	Iteration 25Q: 3 clusters Score -8137313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 87749 members 
Entering Unmasked Estep 
Score: -8137313.000000 Penalty: 3700.940430
	Iteration 26F: 3 clusters Score -8137313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (60678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60678 members 
Entering Unmasked Estep 
Score: -5561401.500000 Penalty: 1789.667114
	Iteration 0F: 2 clusters Score -5561402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -5520977.500000 Penalty: 3579.334229
	Iteration 0F: 3 clusters Score -5520978 nChanged 28688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -5537067.500000 Penalty: 3579.334229
	Iteration 1F: 3 clusters Score -5537068 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -5537630.000000 Penalty: 3579.334229
	Iteration 2Q: 3 clusters Score -5537630 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -5538438.500000 Penalty: 3579.334229
	Iteration 3Q: 3 clusters Score -5538438 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -5539721.000000 Penalty: 3579.334229
	Iteration 4Q: 3 clusters Score -5539721 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -5541960.000000 Penalty: 3579.334229
	Iteration 5F: 3 clusters Score -5541960 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 44647 members 
Entering Unmasked Estep 
Score: -5545263.500000 Penalty: 3579.334229
	Iteration 6F: 3 clusters Score -5545264 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 49367 members 
Entering Unmasked Estep 
Score: -5549380.000000 Penalty: 3579.334229
	Iteration 7F: 3 clusters Score -5549380 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 53656 members 
Entering Unmasked Estep 
Score: -5553360.500000 Penalty: 3579.334229
	Iteration 8F: 3 clusters Score -5553360 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 56867 members 
Entering Unmasked Estep 
Score: -5556372.500000 Penalty: 3579.334229
	Iteration 9F: 3 clusters Score -5556372 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 58856 members 
Entering Unmasked Estep 
Score: -5558187.500000 Penalty: 3579.334229
	Iteration 10Q: 3 clusters Score -5558188 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 59839 members 
Entering Unmasked Estep 
Score: -5559115.000000 Penalty: 3579.334229
	Iteration 11Q: 3 clusters Score -5559115 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 60191 members 
Entering Unmasked Estep 
Score: -5559425.500000 Penalty: 3579.334229
	Iteration 12Q: 3 clusters Score -5559426 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 60351 members 
Entering Unmasked Estep 
Score: -5559620.000000 Penalty: 3579.334229
	Iteration 13Q: 3 clusters Score -5559620 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 60424 members 
Entering Unmasked Estep 
Score: -5559723.000000 Penalty: 3579.334229
	Iteration 14Q: 3 clusters Score -5559723 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 60458 members 
Entering Unmasked Estep 
Score: -5559788.500000 Penalty: 3579.334229
	Iteration 15Q: 3 clusters Score -5559788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 60473 members 
Entering Unmasked Estep 
Score: -5559820.500000 Penalty: 3579.334229
	Iteration 16Q: 3 clusters Score -5559820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 60480 members 
Entering Unmasked Estep 
Score: -5559833.500000 Penalty: 3579.334229
	Iteration 17Q: 3 clusters Score -5559834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 60483 members 
Entering Unmasked Estep 
Score: -5559867.500000 Penalty: 3579.334229
	Iteration 18Q: 3 clusters Score -5559868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 60486 members 
Entering Unmasked Estep 
Score: -5559878.500000 Penalty: 3579.334229
	Iteration 19Q: 3 clusters Score -5559878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 60485 members 
Entering Unmasked Estep 
Score: -5559880.500000 Penalty: 3579.334229
	Iteration 20F: 3 clusters Score -5559880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 60487 members 
Entering Unmasked Estep 
Score: -5559884.500000 Penalty: 3579.334229
	Iteration 21Q: 3 clusters Score -5559884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 60488 members 
Entering Unmasked Estep 
Score: -5559895.000000 Penalty: 3579.334229
	Iteration 22Q: 3 clusters Score -5559895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 60489 members 
Entering Unmasked Estep 
Score: -5559896.500000 Penalty: 3579.334229
	Iteration 23Q: 3 clusters Score -5559896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 60488 members 
Entering Unmasked Estep 
Score: -5559894.000000 Penalty: 3579.334229
	Iteration 24Q: 3 clusters Score -5559894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 60488 members 
Entering Unmasked Estep 
Score: -5559894.000000 Penalty: 3579.334229
	Iteration 25F: 3 clusters Score -5559894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Entering Unmasked Estep 
Score: -116572.507812 Penalty: 1173.429565
	Iteration 0F: 2 clusters Score -116572.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -114935.343750 Penalty: 2346.859131
	Iteration 0F: 3 clusters Score -114935.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -115421.515625 Penalty: 2346.859131
	Iteration 1F: 3 clusters Score -115421.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -115616.882812 Penalty: 2346.859131
	Iteration 2F: 3 clusters Score -115616.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -115759.992188 Penalty: 2346.859131
	Iteration 3F: 3 clusters Score -115760 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -115851.875000 Penalty: 2346.859131
	Iteration 4Q: 3 clusters Score -115851.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -115927.171875 Penalty: 2346.859131
	Iteration 5Q: 3 clusters Score -115927.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -116017.921875 Penalty: 2346.859131
	Iteration 6Q: 3 clusters Score -116017.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -116117.500000 Penalty: 2346.859131
	Iteration 7Q: 3 clusters Score -116117.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -116186.015625 Penalty: 2346.859131
	Iteration 8Q: 3 clusters Score -116186 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -116240.968750 Penalty: 2346.859131
	Iteration 9Q: 3 clusters Score -116241 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -116278.968750 Penalty: 2346.859131
	Iteration 10Q: 3 clusters Score -116279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -116307.140625 Penalty: 2346.859131
	Iteration 11Q: 3 clusters Score -116307.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -116333.554688 Penalty: 2346.859131
	Iteration 12Q: 3 clusters Score -116333.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -116363.421875 Penalty: 2346.859131
	Iteration 13Q: 3 clusters Score -116363.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -116390.343750 Penalty: 2346.859131
	Iteration 14Q: 3 clusters Score -116390.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -116407.054688 Penalty: 2346.859131
	Iteration 15Q: 3 clusters Score -116407.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -116420.070312 Penalty: 2346.859131
	Iteration 16Q: 3 clusters Score -116420.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -116444.781250 Penalty: 2346.859131
	Iteration 17Q: 3 clusters Score -116444.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -116463.421875 Penalty: 2346.859131
	Iteration 18Q: 3 clusters Score -116463.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -116484.039062 Penalty: 2346.859131
	Iteration 19Q: 3 clusters Score -116484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -116512.093750 Penalty: 2346.859131
	Iteration 20F: 3 clusters Score -116512.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -116545.000000 Penalty: 2346.859131
	Iteration 21Q: 3 clusters Score -116545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -116569.203125 Penalty: 2346.859131
	Iteration 22Q: 3 clusters Score -116569.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -116595.562500 Penalty: 2346.859131
	Iteration 23Q: 3 clusters Score -116595.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -116615.320312 Penalty: 2346.859131
	Iteration 24Q: 3 clusters Score -116615.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -116630.039062 Penalty: 2346.859131
	Iteration 25Q: 3 clusters Score -116630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -116634.054688 Penalty: 2346.859131
	Iteration 26Q: 3 clusters Score -116634.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -116635.289062 Penalty: 2346.859131
	Iteration 27Q: 3 clusters Score -116635.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -116636.476562 Penalty: 2346.859131
	Iteration 28Q: 3 clusters Score -116636.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -116640.335938 Penalty: 2346.859131
	Iteration 29Q: 3 clusters Score -116640.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -116642.273438 Penalty: 2346.859131
	Iteration 30Q: 3 clusters Score -116642.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -116642.273438 Penalty: 2346.859131
	Iteration 31F: 3 clusters Score -116642.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 51457 members 
Mstep: Class 3 contains 41989 members 
Mstep: Class 4 contains 111264 members 
Mstep: Class 5 contains 7297 members 
Mstep: Class 6 contains 14932 members 
Mstep: Class 7 contains 10813 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 124580 members 
Mstep: Class 10 contains 33042 members 
Mstep: Class 11 contains 9432 members 
Mstep: Class 12 contains 40818 members 
Mstep: Class 13 contains 4379 members 
Mstep: Class 14 contains 1444 members 
Mstep: Class 15 contains 17623 members 
Mstep: Class 16 contains 21173 members 
Mstep: Class 17 contains 88213 members 
Mstep: Class 18 contains 60678 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 5676 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 61014 members 
Mstep: Class 24 contains 6381 members 
Mstep: Class 25 contains 13063 members 
Mstep: Class 26 contains 5703 members 
Mstep: Class 27 contains 1812 members 
Mstep: Class 28 contains 7297 members 
Mstep: Class 29 contains 2666 members 
Mstep: Class 30 contains 70022 members 
Mstep: Class 31 contains 1658 members 
Mstep: Class 32 contains 14305 members 
Mstep: Class 33 contains 1611 members 
Mstep: Class 34 contains 1517 members 
Mstep: Class 35 contains 906 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1689 members 
Mstep: Class 38 contains 8070 members 
Mstep: Class 39 contains 5478 members 
Mstep: Class 40 contains 4562 members 
Mstep: Class 41 contains 3438 members 
Mstep: Class 42 contains 65962 members 
Mstep: Class 43 contains 8964 members 
Mstep: Class 44 contains 476 members 
Entering Unmasked Estep 
Score: -84451880.000000 Penalty: 98476.570312
Splitting cluster 19 changes total score from -84445992.000000 to -84451880.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 20 (5676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Entering Unmasked Estep 
Score: -488856.937500 Penalty: 1404.650269
	Iteration 0F: 2 clusters Score -488856.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -484413.437500 Penalty: 2809.300537
	Iteration 0F: 3 clusters Score -484413.4 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -485716.218750 Penalty: 2809.300537
	Iteration 1F: 3 clusters Score -485716.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -485924.531250 Penalty: 2809.300537
	Iteration 2F: 3 clusters Score -485924.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -486071.718750 Penalty: 2809.300537
	Iteration 3F: 3 clusters Score -486071.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -486175.093750 Penalty: 2809.300537
	Iteration 4Q: 3 clusters Score -486175.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -486247.718750 Penalty: 2809.300537
	Iteration 5Q: 3 clusters Score -486247.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -486310.937500 Penalty: 2809.300537
	Iteration 6Q: 3 clusters Score -486310.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -486377.406250 Penalty: 2809.300537
	Iteration 7Q: 3 clusters Score -486377.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -486439.500000 Penalty: 2809.300537
	Iteration 8Q: 3 clusters Score -486439.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -486491.500000 Penalty: 2809.300537
	Iteration 9Q: 3 clusters Score -486491.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -486545.437500 Penalty: 2809.300537
	Iteration 10Q: 3 clusters Score -486545.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -486600.406250 Penalty: 2809.300537
	Iteration 11Q: 3 clusters Score -486600.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -486665.906250 Penalty: 2809.300537
	Iteration 12Q: 3 clusters Score -486665.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -486743.625000 Penalty: 2809.300537
	Iteration 13Q: 3 clusters Score -486743.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -486838.093750 Penalty: 2809.300537
	Iteration 14Q: 3 clusters Score -486838.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -486933.812500 Penalty: 2809.300537
	Iteration 15Q: 3 clusters Score -486933.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -487032.281250 Penalty: 2809.300537
	Iteration 16Q: 3 clusters Score -487032.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -487142.031250 Penalty: 2809.300537
	Iteration 17Q: 3 clusters Score -487142 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -487244.093750 Penalty: 2809.300537
	Iteration 18Q: 3 clusters Score -487244.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -487345.750000 Penalty: 2809.300537
	Iteration 19Q: 3 clusters Score -487345.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -487455.281250 Penalty: 2809.300537
	Iteration 20F: 3 clusters Score -487455.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -487553.093750 Penalty: 2809.300537
	Iteration 21Q: 3 clusters Score -487553.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -487623.281250 Penalty: 2809.300537
	Iteration 22Q: 3 clusters Score -487623.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -487681.687500 Penalty: 2809.300537
	Iteration 23Q: 3 clusters Score -487681.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -487715.906250 Penalty: 2809.300537
	Iteration 24Q: 3 clusters Score -487715.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -487735.968750 Penalty: 2809.300537
	Iteration 25Q: 3 clusters Score -487736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -487749.656250 Penalty: 2809.300537
	Iteration 26Q: 3 clusters Score -487749.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -487759.843750 Penalty: 2809.300537
	Iteration 27Q: 3 clusters Score -487759.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -487761.218750 Penalty: 2809.300537
	Iteration 28Q: 3 clusters Score -487761.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -487764.281250 Penalty: 2809.300537
	Iteration 29Q: 3 clusters Score -487764.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -487769.343750 Penalty: 2809.300537
	Iteration 30Q: 3 clusters Score -487769.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -487772.687500 Penalty: 2809.300537
	Iteration 31Q: 3 clusters Score -487772.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -487774.812500 Penalty: 2809.300537
	Iteration 32Q: 3 clusters Score -487774.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -487775.750000 Penalty: 2809.300537
	Iteration 33Q: 3 clusters Score -487775.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -487778.000000 Penalty: 2809.300537
	Iteration 34Q: 3 clusters Score -487778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -487778.000000 Penalty: 2809.300537
	Iteration 35F: 3 clusters Score -487778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Entering Unmasked Estep 
Score: -141396.796875 Penalty: 1203.393066
	Iteration 0F: 2 clusters Score -141396.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -139551.343750 Penalty: 2406.786133
	Iteration 0F: 3 clusters Score -139551.3 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -139985.312500 Penalty: 2406.786133
	Iteration 1F: 3 clusters Score -139985.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -140152.609375 Penalty: 2406.786133
	Iteration 2F: 3 clusters Score -140152.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -140256.875000 Penalty: 2406.786133
	Iteration 3F: 3 clusters Score -140256.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -140324.109375 Penalty: 2406.786133
	Iteration 4Q: 3 clusters Score -140324.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -140376.750000 Penalty: 2406.786133
	Iteration 5Q: 3 clusters Score -140376.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -140418.265625 Penalty: 2406.786133
	Iteration 6Q: 3 clusters Score -140418.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -140446.328125 Penalty: 2406.786133
	Iteration 7Q: 3 clusters Score -140446.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -140459.406250 Penalty: 2406.786133
	Iteration 8Q: 3 clusters Score -140459.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -140471.531250 Penalty: 2406.786133
	Iteration 9Q: 3 clusters Score -140471.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -140481.187500 Penalty: 2406.786133
	Iteration 10Q: 3 clusters Score -140481.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -140491.250000 Penalty: 2406.786133
	Iteration 11Q: 3 clusters Score -140491.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -140500.093750 Penalty: 2406.786133
	Iteration 12Q: 3 clusters Score -140500.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -140508.203125 Penalty: 2406.786133
	Iteration 13Q: 3 clusters Score -140508.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -140511.687500 Penalty: 2406.786133
	Iteration 14Q: 3 clusters Score -140511.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -140515.046875 Penalty: 2406.786133
	Iteration 15Q: 3 clusters Score -140515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -140518.265625 Penalty: 2406.786133
	Iteration 16Q: 3 clusters Score -140518.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -140520.062500 Penalty: 2406.786133
	Iteration 17Q: 3 clusters Score -140520.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -140522.546875 Penalty: 2406.786133
	Iteration 18Q: 3 clusters Score -140522.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -140524.000000 Penalty: 2406.786133
	Iteration 19Q: 3 clusters Score -140524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -140525.781250 Penalty: 2406.786133
	Iteration 20F: 3 clusters Score -140525.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -140526.250000 Penalty: 2406.786133
	Iteration 21Q: 3 clusters Score -140526.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -140527.968750 Penalty: 2406.786133
	Iteration 22Q: 3 clusters Score -140528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -140528.515625 Penalty: 2406.786133
	Iteration 23Q: 3 clusters Score -140528.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -140528.515625 Penalty: 2406.786133
	Iteration 24F: 3 clusters Score -140528.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Entering Unmasked Estep 
Score: -173656.125000 Penalty: 1263.823242
	Iteration 0F: 2 clusters Score -173656.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -171371.453125 Penalty: 2527.646484
	Iteration 0F: 3 clusters Score -171371.5 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -172094.000000 Penalty: 2527.646484
	Iteration 1F: 3 clusters Score -172094 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -172346.875000 Penalty: 2527.646484
	Iteration 2F: 3 clusters Score -172346.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -172572.328125 Penalty: 2527.646484
	Iteration 3F: 3 clusters Score -172572.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -172724.265625 Penalty: 2527.646484
	Iteration 4F: 3 clusters Score -172724.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -172829.468750 Penalty: 2527.646484
	Iteration 5Q: 3 clusters Score -172829.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -172906.750000 Penalty: 2527.646484
	Iteration 6Q: 3 clusters Score -172906.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -172957.515625 Penalty: 2527.646484
	Iteration 7Q: 3 clusters Score -172957.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -172995.812500 Penalty: 2527.646484
	Iteration 8Q: 3 clusters Score -172995.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -173021.781250 Penalty: 2527.646484
	Iteration 9Q: 3 clusters Score -173021.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -173037.328125 Penalty: 2527.646484
	Iteration 10Q: 3 clusters Score -173037.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -173048.609375 Penalty: 2527.646484
	Iteration 11Q: 3 clusters Score -173048.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -173061.921875 Penalty: 2527.646484
	Iteration 12Q: 3 clusters Score -173061.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -173069.812500 Penalty: 2527.646484
	Iteration 13Q: 3 clusters Score -173069.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -173075.906250 Penalty: 2527.646484
	Iteration 14Q: 3 clusters Score -173075.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -173079.625000 Penalty: 2527.646484
	Iteration 15Q: 3 clusters Score -173079.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -173082.156250 Penalty: 2527.646484
	Iteration 16Q: 3 clusters Score -173082.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -173086.281250 Penalty: 2527.646484
	Iteration 17Q: 3 clusters Score -173086.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -173086.750000 Penalty: 2527.646484
	Iteration 18Q: 3 clusters Score -173086.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -173086.859375 Penalty: 2527.646484
	Iteration 19Q: 3 clusters Score -173086.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -173087.531250 Penalty: 2527.646484
	Iteration 20F: 3 clusters Score -173087.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -173087.890625 Penalty: 2527.646484
	Iteration 21Q: 3 clusters Score -173087.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -173088.328125 Penalty: 2527.646484
	Iteration 22Q: 3 clusters Score -173088.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -173088.531250 Penalty: 2527.646484
	Iteration 23Q: 3 clusters Score -173088.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -173088.734375 Penalty: 2527.646484
	Iteration 24Q: 3 clusters Score -173088.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -173090.546875 Penalty: 2527.646484
	Iteration 25Q: 3 clusters Score -173090.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -173092.406250 Penalty: 2527.646484
	Iteration 26Q: 3 clusters Score -173092.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -173093.500000 Penalty: 2527.646484
	Iteration 27Q: 3 clusters Score -173093.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -173094.828125 Penalty: 2527.646484
	Iteration 28Q: 3 clusters Score -173094.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -173096.140625 Penalty: 2527.646484
	Iteration 29Q: 3 clusters Score -173096.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -173097.609375 Penalty: 2527.646484
	Iteration 30Q: 3 clusters Score -173097.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -173098.765625 Penalty: 2527.646484
	Iteration 31Q: 3 clusters Score -173098.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -173100.984375 Penalty: 2527.646484
	Iteration 32Q: 3 clusters Score -173101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -173104.718750 Penalty: 2527.646484
	Iteration 33Q: 3 clusters Score -173104.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -173109.015625 Penalty: 2527.646484
	Iteration 34Q: 3 clusters Score -173109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -173113.406250 Penalty: 2527.646484
	Iteration 35Q: 3 clusters Score -173113.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -173117.125000 Penalty: 2527.646484
	Iteration 36Q: 3 clusters Score -173117.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -173119.296875 Penalty: 2527.646484
	Iteration 37Q: 3 clusters Score -173119.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -173121.703125 Penalty: 2527.646484
	Iteration 38Q: 3 clusters Score -173121.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -173122.796875 Penalty: 2527.646484
	Iteration 39Q: 3 clusters Score -173122.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -173123.156250 Penalty: 2527.646484
	Iteration 40F: 3 clusters Score -173123.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -173123.796875 Penalty: 2527.646484
	Iteration 41Q: 3 clusters Score -173123.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -173123.796875 Penalty: 2527.646484
	Iteration 42F: 3 clusters Score -173123.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (61014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61014 members 
Entering Unmasked Estep 
Score: -5609535.000000 Penalty: 1790.564575
	Iteration 0F: 2 clusters Score -5609535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -5568819.500000 Penalty: 3581.129150
	Iteration 0F: 3 clusters Score -5568820 nChanged 28706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -5585260.000000 Penalty: 3581.129150
	Iteration 1F: 3 clusters Score -5585260 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -5585907.500000 Penalty: 3581.129150
	Iteration 2Q: 3 clusters Score -5585908 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -5586640.500000 Penalty: 3581.129150
	Iteration 3Q: 3 clusters Score -5586640 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -5587677.500000 Penalty: 3581.129150
	Iteration 4Q: 3 clusters Score -5587678 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -5589184.000000 Penalty: 3581.129150
	Iteration 5Q: 3 clusters Score -5589184 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -5591565.000000 Penalty: 3581.129150
	Iteration 6F: 3 clusters Score -5591565 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -5594946.000000 Penalty: 3581.129150
	Iteration 7F: 3 clusters Score -5594946 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50425 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -5598703.500000 Penalty: 3581.129150
	Iteration 8F: 3 clusters Score -5598704 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54338 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -5602133.500000 Penalty: 3581.129150
	Iteration 9F: 3 clusters Score -5602134 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57275 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -5604660.500000 Penalty: 3581.129150
	Iteration 10Q: 3 clusters Score -5604660 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59130 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -5606354.000000 Penalty: 3581.129150
	Iteration 11Q: 3 clusters Score -5606354 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60099 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5607203.500000 Penalty: 3581.129150
	Iteration 12Q: 3 clusters Score -5607204 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60523 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5607594.500000 Penalty: 3581.129150
	Iteration 13Q: 3 clusters Score -5607594 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60699 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5607789.500000 Penalty: 3581.129150
	Iteration 14Q: 3 clusters Score -5607790 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60761 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5607889.000000 Penalty: 3581.129150
	Iteration 15Q: 3 clusters Score -5607889 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60779 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5607925.500000 Penalty: 3581.129150
	Iteration 16Q: 3 clusters Score -5607926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60793 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5607949.500000 Penalty: 3581.129150
	Iteration 17Q: 3 clusters Score -5607950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60801 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5607964.500000 Penalty: 3581.129150
	Iteration 18Q: 3 clusters Score -5607964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60806 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5607963.000000 Penalty: 3581.129150
	Iteration 19Q: 3 clusters Score -5607963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60807 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5607964.000000 Penalty: 3581.129150
	Iteration 20F: 3 clusters Score -5607964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60808 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5607966.000000 Penalty: 3581.129150
	Iteration 21Q: 3 clusters Score -5607966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60808 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5607966.000000 Penalty: 3581.129150
	Iteration 22F: 3 clusters Score -5607966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Entering Unmasked Estep 
Score: -573094.750000 Penalty: 1423.675415
	Iteration 0F: 2 clusters Score -573094.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -568269.500000 Penalty: 2847.350830
	Iteration 0F: 3 clusters Score -568269.5 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -569764.312500 Penalty: 2847.350830
	Iteration 1F: 3 clusters Score -569764.3 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -570136.812500 Penalty: 2847.350830
	Iteration 2F: 3 clusters Score -570136.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -570622.562500 Penalty: 2847.350830
	Iteration 3F: 3 clusters Score -570622.6 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -571240.187500 Penalty: 2847.350830
	Iteration 4F: 3 clusters Score -571240.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -571786.375000 Penalty: 2847.350830
	Iteration 5F: 3 clusters Score -571786.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -572231.000000 Penalty: 2847.350830
	Iteration 6F: 3 clusters Score -572231 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -572634.437500 Penalty: 2847.350830
	Iteration 7F: 3 clusters Score -572634.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -573016.937500 Penalty: 2847.350830
	Iteration 8Q: 3 clusters Score -573016.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -573214.750000 Penalty: 2847.350830
	Iteration 9Q: 3 clusters Score -573214.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -573299.750000 Penalty: 2847.350830
	Iteration 10Q: 3 clusters Score -573299.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -573339.375000 Penalty: 2847.350830
	Iteration 11Q: 3 clusters Score -573339.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -573364.125000 Penalty: 2847.350830
	Iteration 12Q: 3 clusters Score -573364.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -573390.625000 Penalty: 2847.350830
	Iteration 13Q: 3 clusters Score -573390.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -573418.750000 Penalty: 2847.350830
	Iteration 14Q: 3 clusters Score -573418.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -573435.937500 Penalty: 2847.350830
	Iteration 15Q: 3 clusters Score -573435.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -573449.812500 Penalty: 2847.350830
	Iteration 16Q: 3 clusters Score -573449.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -573459.437500 Penalty: 2847.350830
	Iteration 17Q: 3 clusters Score -573459.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -573464.625000 Penalty: 2847.350830
	Iteration 18Q: 3 clusters Score -573464.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -573470.000000 Penalty: 2847.350830
	Iteration 19Q: 3 clusters Score -573470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -573474.250000 Penalty: 2847.350830
	Iteration 20F: 3 clusters Score -573474.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -573478.062500 Penalty: 2847.350830
	Iteration 21Q: 3 clusters Score -573478.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -573479.125000 Penalty: 2847.350830
	Iteration 22Q: 3 clusters Score -573479.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -573481.312500 Penalty: 2847.350830
	Iteration 23Q: 3 clusters Score -573481.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -573481.625000 Penalty: 2847.350830
	Iteration 24Q: 3 clusters Score -573481.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -573483.875000 Penalty: 2847.350830
	Iteration 25Q: 3 clusters Score -573483.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -573483.750000 Penalty: 2847.350830
	Iteration 26Q: 3 clusters Score -573483.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -573484.875000 Penalty: 2847.350830
	Iteration 27Q: 3 clusters Score -573484.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -573484.875000 Penalty: 2847.350830
	Iteration 28Q: 3 clusters Score -573484.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -573484.937500 Penalty: 2847.350830
	Iteration 29Q: 3 clusters Score -573484.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -573484.937500 Penalty: 2847.350830
	Iteration 30F: 3 clusters Score -573484.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 51457 members 
Mstep: Class 3 contains 41989 members 
Mstep: Class 4 contains 111264 members 
Mstep: Class 5 contains 7297 members 
Mstep: Class 6 contains 14932 members 
Mstep: Class 7 contains 10813 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 124580 members 
Mstep: Class 10 contains 33042 members 
Mstep: Class 11 contains 9432 members 
Mstep: Class 12 contains 40818 members 
Mstep: Class 13 contains 4379 members 
Mstep: Class 14 contains 1444 members 
Mstep: Class 15 contains 17623 members 
Mstep: Class 16 contains 21173 members 
Mstep: Class 17 contains 88213 members 
Mstep: Class 18 contains 60678 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 5676 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 61014 members 
Mstep: Class 24 contains 4540 members 
Mstep: Class 25 contains 13063 members 
Mstep: Class 26 contains 5703 members 
Mstep: Class 27 contains 1812 members 
Mstep: Class 28 contains 7297 members 
Mstep: Class 29 contains 2666 members 
Mstep: Class 30 contains 70022 members 
Mstep: Class 31 contains 1658 members 
Mstep: Class 32 contains 14305 members 
Mstep: Class 33 contains 1611 members 
Mstep: Class 34 contains 1517 members 
Mstep: Class 35 contains 906 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1689 members 
Mstep: Class 38 contains 8070 members 
Mstep: Class 39 contains 5478 members 
Mstep: Class 40 contains 4562 members 
Mstep: Class 41 contains 3438 members 
Mstep: Class 42 contains 65962 members 
Mstep: Class 43 contains 8964 members 
Mstep: Class 44 contains 476 members 
Mstep: Class 45 contains 1841 members 
Entering Unmasked Estep 
Score: -84451536.000000 Penalty: 100714.671875
Splitting cluster 24 changes total score from -84445992.000000 to -84451536.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 25 (13063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Entering Unmasked Estep 
Score: -1179766.500000 Penalty: 1540.100098
	Iteration 0F: 2 clusters Score -1179766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1170622.625000 Penalty: 3080.200195
	Iteration 0F: 3 clusters Score -1170623 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1173692.250000 Penalty: 3080.200195
	Iteration 1F: 3 clusters Score -1173692 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1174000.625000 Penalty: 3080.200195
	Iteration 2F: 3 clusters Score -1174001 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1174243.750000 Penalty: 3080.200195
	Iteration 3Q: 3 clusters Score -1174244 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1174465.750000 Penalty: 3080.200195
	Iteration 4Q: 3 clusters Score -1174466 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1174712.125000 Penalty: 3080.200195
	Iteration 5Q: 3 clusters Score -1174712 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1174979.875000 Penalty: 3080.200195
	Iteration 6Q: 3 clusters Score -1174980 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1175336.375000 Penalty: 3080.200195
	Iteration 7Q: 3 clusters Score -1175336 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1175672.250000 Penalty: 3080.200195
	Iteration 8Q: 3 clusters Score -1175672 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1176022.625000 Penalty: 3080.200195
	Iteration 9Q: 3 clusters Score -1176023 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1176354.000000 Penalty: 3080.200195
	Iteration 10Q: 3 clusters Score -1176354 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1176645.625000 Penalty: 3080.200195
	Iteration 11Q: 3 clusters Score -1176646 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1176938.625000 Penalty: 3080.200195
	Iteration 12Q: 3 clusters Score -1176939 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1177218.625000 Penalty: 3080.200195
	Iteration 13Q: 3 clusters Score -1177219 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1177509.250000 Penalty: 3080.200195
	Iteration 14Q: 3 clusters Score -1177509 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1177792.625000 Penalty: 3080.200195
	Iteration 15Q: 3 clusters Score -1177793 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1178092.250000 Penalty: 3080.200195
	Iteration 16Q: 3 clusters Score -1178092 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1178417.250000 Penalty: 3080.200195
	Iteration 17Q: 3 clusters Score -1178417 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1178699.125000 Penalty: 3080.200195
	Iteration 18Q: 3 clusters Score -1178699 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1178944.125000 Penalty: 3080.200195
	Iteration 19Q: 3 clusters Score -1178944 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1179109.000000 Penalty: 3080.200195
	Iteration 20F: 3 clusters Score -1179109 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1179200.625000 Penalty: 3080.200195
	Iteration 21Q: 3 clusters Score -1179201 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1179250.750000 Penalty: 3080.200195
	Iteration 22Q: 3 clusters Score -1179251 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1179274.000000 Penalty: 3080.200195
	Iteration 23Q: 3 clusters Score -1179274 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1179291.500000 Penalty: 3080.200195
	Iteration 24Q: 3 clusters Score -1179292 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1179309.625000 Penalty: 3080.200195
	Iteration 25Q: 3 clusters Score -1179310 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1179328.375000 Penalty: 3080.200195
	Iteration 26Q: 3 clusters Score -1179328 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1179333.750000 Penalty: 3080.200195
	Iteration 27Q: 3 clusters Score -1179334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1179335.625000 Penalty: 3080.200195
	Iteration 28Q: 3 clusters Score -1179336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1179339.750000 Penalty: 3080.200195
	Iteration 29Q: 3 clusters Score -1179340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1179339.625000 Penalty: 3080.200195
	Iteration 30Q: 3 clusters Score -1179340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1179338.875000 Penalty: 3080.200195
	Iteration 31Q: 3 clusters Score -1179339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1179337.500000 Penalty: 3080.200195
	Iteration 32Q: 3 clusters Score -1179338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1179337.750000 Penalty: 3080.200195
	Iteration 33Q: 3 clusters Score -1179338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1179337.875000 Penalty: 3080.200195
	Iteration 34Q: 3 clusters Score -1179338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1179338.375000 Penalty: 3080.200195
	Iteration 35Q: 3 clusters Score -1179338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1179340.125000 Penalty: 3080.200195
	Iteration 36Q: 3 clusters Score -1179340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1179339.000000 Penalty: 3080.200195
	Iteration 37Q: 3 clusters Score -1179339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1179338.375000 Penalty: 3080.200195
	Iteration 38Q: 3 clusters Score -1179338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1179338.375000 Penalty: 3080.200195
	Iteration 39F: 3 clusters Score -1179338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Entering Unmasked Estep 
Score: -496210.593750 Penalty: 1405.421509
	Iteration 0F: 2 clusters Score -496210.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -491798.500000 Penalty: 2810.843018
	Iteration 0F: 3 clusters Score -491798.5 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -492980.500000 Penalty: 2810.843018
	Iteration 1F: 3 clusters Score -492980.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -493226.281250 Penalty: 2810.843018
	Iteration 2F: 3 clusters Score -493226.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -493455.468750 Penalty: 2810.843018
	Iteration 3F: 3 clusters Score -493455.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -493638.437500 Penalty: 2810.843018
	Iteration 4F: 3 clusters Score -493638.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -493833.968750 Penalty: 2810.843018
	Iteration 5Q: 3 clusters Score -493834 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -494050.312500 Penalty: 2810.843018
	Iteration 6F: 3 clusters Score -494050.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -494358.625000 Penalty: 2810.843018
	Iteration 7Q: 3 clusters Score -494358.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -494800.375000 Penalty: 2810.843018
	Iteration 8F: 3 clusters Score -494800.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -495312.125000 Penalty: 2810.843018
	Iteration 9F: 3 clusters Score -495312.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -495800.968750 Penalty: 2810.843018
	Iteration 10F: 3 clusters Score -495801 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -496194.656250 Penalty: 2810.843018
	Iteration 11F: 3 clusters Score -496194.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -496419.468750 Penalty: 2810.843018
	Iteration 12Q: 3 clusters Score -496419.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -496522.875000 Penalty: 2810.843018
	Iteration 13Q: 3 clusters Score -496522.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -496567.343750 Penalty: 2810.843018
	Iteration 14Q: 3 clusters Score -496567.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -496588.968750 Penalty: 2810.843018
	Iteration 15Q: 3 clusters Score -496589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -496597.625000 Penalty: 2810.843018
	Iteration 16Q: 3 clusters Score -496597.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -496606.468750 Penalty: 2810.843018
	Iteration 17Q: 3 clusters Score -496606.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -496618.781250 Penalty: 2810.843018
	Iteration 18Q: 3 clusters Score -496618.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -496625.593750 Penalty: 2810.843018
	Iteration 19Q: 3 clusters Score -496625.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -496629.343750 Penalty: 2810.843018
	Iteration 20F: 3 clusters Score -496629.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -496629.906250 Penalty: 2810.843018
	Iteration 21Q: 3 clusters Score -496629.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -496629.968750 Penalty: 2810.843018
	Iteration 22Q: 3 clusters Score -496630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -496629.968750 Penalty: 2810.843018
	Iteration 23F: 3 clusters Score -496630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 51457 members 
Mstep: Class 3 contains 41989 members 
Mstep: Class 4 contains 111264 members 
Mstep: Class 5 contains 7297 members 
Mstep: Class 6 contains 14932 members 
Mstep: Class 7 contains 10813 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 124580 members 
Mstep: Class 10 contains 33042 members 
Mstep: Class 11 contains 9432 members 
Mstep: Class 12 contains 40818 members 
Mstep: Class 13 contains 4379 members 
Mstep: Class 14 contains 1444 members 
Mstep: Class 15 contains 17623 members 
Mstep: Class 16 contains 21173 members 
Mstep: Class 17 contains 88213 members 
Mstep: Class 18 contains 60678 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 5676 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 61014 members 
Mstep: Class 24 contains 4540 members 
Mstep: Class 25 contains 13063 members 
Mstep: Class 26 contains 2124 members 
Mstep: Class 27 contains 1812 members 
Mstep: Class 28 contains 7297 members 
Mstep: Class 29 contains 2666 members 
Mstep: Class 30 contains 70022 members 
Mstep: Class 31 contains 1658 members 
Mstep: Class 32 contains 14305 members 
Mstep: Class 33 contains 1611 members 
Mstep: Class 34 contains 1517 members 
Mstep: Class 35 contains 906 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1689 members 
Mstep: Class 38 contains 8070 members 
Mstep: Class 39 contains 5478 members 
Mstep: Class 40 contains 4562 members 
Mstep: Class 41 contains 3438 members 
Mstep: Class 42 contains 65962 members 
Mstep: Class 43 contains 8964 members 
Mstep: Class 44 contains 476 members 
Mstep: Class 45 contains 1841 members 
Mstep: Class 46 contains 3579 members 
Entering Unmasked Estep 
Score: -84451144.000000 Penalty: 102952.773438
Splitting cluster 26 changes total score from -84445992.000000 to -84451144.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 27 (1812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Entering Unmasked Estep 
Score: -130412.750000 Penalty: 1219.105225
	Iteration 0F: 2 clusters Score -130412.8 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 917 members 
Entering Unmasked Estep 
Score: -128524.187500 Penalty: 2438.210449
	Iteration 0F: 3 clusters Score -128524.2 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -129177.382812 Penalty: 2438.210449
	Iteration 1F: 3 clusters Score -129177.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -129335.390625 Penalty: 2438.210449
	Iteration 2F: 3 clusters Score -129335.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -129437.531250 Penalty: 2438.210449
	Iteration 3F: 3 clusters Score -129437.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -129525.617188 Penalty: 2438.210449
	Iteration 4Q: 3 clusters Score -129525.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -129629.726562 Penalty: 2438.210449
	Iteration 5Q: 3 clusters Score -129629.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -129715.820312 Penalty: 2438.210449
	Iteration 6Q: 3 clusters Score -129715.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -129809.453125 Penalty: 2438.210449
	Iteration 7Q: 3 clusters Score -129809.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -129890.742188 Penalty: 2438.210449
	Iteration 8Q: 3 clusters Score -129890.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -129965.031250 Penalty: 2438.210449
	Iteration 9Q: 3 clusters Score -129965 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -130021.718750 Penalty: 2438.210449
	Iteration 10Q: 3 clusters Score -130021.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -130087.148438 Penalty: 2438.210449
	Iteration 11Q: 3 clusters Score -130087.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -130159.242188 Penalty: 2438.210449
	Iteration 12Q: 3 clusters Score -130159.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -130231.710938 Penalty: 2438.210449
	Iteration 13Q: 3 clusters Score -130231.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -130316.437500 Penalty: 2438.210449
	Iteration 14Q: 3 clusters Score -130316.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -130391.828125 Penalty: 2438.210449
	Iteration 15Q: 3 clusters Score -130391.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -130472.890625 Penalty: 2438.210449
	Iteration 16Q: 3 clusters Score -130472.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -130507.648438 Penalty: 2438.210449
	Iteration 17Q: 3 clusters Score -130507.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -130518.828125 Penalty: 2438.210449
	Iteration 18Q: 3 clusters Score -130518.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -130532.390625 Penalty: 2438.210449
	Iteration 19Q: 3 clusters Score -130532.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -130559.703125 Penalty: 2438.210449
	Iteration 20F: 3 clusters Score -130559.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -130592.578125 Penalty: 2438.210449
	Iteration 21Q: 3 clusters Score -130592.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -130606.484375 Penalty: 2438.210449
	Iteration 22Q: 3 clusters Score -130606.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -130608.937500 Penalty: 2438.210449
	Iteration 23Q: 3 clusters Score -130608.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -130610.515625 Penalty: 2438.210449
	Iteration 24Q: 3 clusters Score -130610.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -130611.234375 Penalty: 2438.210449
	Iteration 25Q: 3 clusters Score -130611.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -130611.234375 Penalty: 2438.210449
	Iteration 26F: 3 clusters Score -130611.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 51457 members 
Mstep: Class 3 contains 41989 members 
Mstep: Class 4 contains 111264 members 
Mstep: Class 5 contains 7297 members 
Mstep: Class 6 contains 14932 members 
Mstep: Class 7 contains 10813 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 124580 members 
Mstep: Class 10 contains 33042 members 
Mstep: Class 11 contains 9432 members 
Mstep: Class 12 contains 40818 members 
Mstep: Class 13 contains 4379 members 
Mstep: Class 14 contains 1444 members 
Mstep: Class 15 contains 17623 members 
Mstep: Class 16 contains 21173 members 
Mstep: Class 17 contains 88213 members 
Mstep: Class 18 contains 60678 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 5676 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 61014 members 
Mstep: Class 24 contains 4540 members 
Mstep: Class 25 contains 13063 members 
Mstep: Class 26 contains 2124 members 
Mstep: Class 27 contains 819 members 
Mstep: Class 28 contains 7297 members 
Mstep: Class 29 contains 2666 members 
Mstep: Class 30 contains 70022 members 
Mstep: Class 31 contains 1658 members 
Mstep: Class 32 contains 14305 members 
Mstep: Class 33 contains 1611 members 
Mstep: Class 34 contains 1517 members 
Mstep: Class 35 contains 906 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1689 members 
Mstep: Class 38 contains 8070 members 
Mstep: Class 39 contains 5478 members 
Mstep: Class 40 contains 4562 members 
Mstep: Class 41 contains 3438 members 
Mstep: Class 42 contains 65962 members 
Mstep: Class 43 contains 8964 members 
Mstep: Class 44 contains 476 members 
Mstep: Class 45 contains 1841 members 
Mstep: Class 46 contains 3579 members 
Mstep: Class 47 contains 993 members 
Entering Unmasked Estep 
Score: -84450344.000000 Penalty: 105190.875000
Splitting cluster 27 changes total score from -84445992.000000 to -84450344.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 28 (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: -662487.500000 Penalty: 1445.473022
	Iteration 0F: 2 clusters Score -662487.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -657058.500000 Penalty: 2890.946045
	Iteration 0F: 3 clusters Score -657058.5 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -658670.062500 Penalty: 2890.946045
	Iteration 1F: 3 clusters Score -658670.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -658862.500000 Penalty: 2890.946045
	Iteration 2F: 3 clusters Score -658862.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -658996.125000 Penalty: 2890.946045
	Iteration 3Q: 3 clusters Score -658996.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -659086.812500 Penalty: 2890.946045
	Iteration 4Q: 3 clusters Score -659086.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -659141.937500 Penalty: 2890.946045
	Iteration 5Q: 3 clusters Score -659141.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -659189.000000 Penalty: 2890.946045
	Iteration 6Q: 3 clusters Score -659189 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -659227.187500 Penalty: 2890.946045
	Iteration 7Q: 3 clusters Score -659227.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -659263.250000 Penalty: 2890.946045
	Iteration 8Q: 3 clusters Score -659263.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -659301.187500 Penalty: 2890.946045
	Iteration 9Q: 3 clusters Score -659301.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -659324.625000 Penalty: 2890.946045
	Iteration 10Q: 3 clusters Score -659324.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -659350.000000 Penalty: 2890.946045
	Iteration 11Q: 3 clusters Score -659350 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -659372.437500 Penalty: 2890.946045
	Iteration 12Q: 3 clusters Score -659372.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -659407.500000 Penalty: 2890.946045
	Iteration 13Q: 3 clusters Score -659407.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -659467.625000 Penalty: 2890.946045
	Iteration 14Q: 3 clusters Score -659467.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -659560.125000 Penalty: 2890.946045
	Iteration 15Q: 3 clusters Score -659560.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -659685.562500 Penalty: 2890.946045
	Iteration 16Q: 3 clusters Score -659685.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -659821.750000 Penalty: 2890.946045
	Iteration 17Q: 3 clusters Score -659821.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -659968.062500 Penalty: 2890.946045
	Iteration 18Q: 3 clusters Score -659968.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -660090.625000 Penalty: 2890.946045
	Iteration 19Q: 3 clusters Score -660090.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -660192.000000 Penalty: 2890.946045
	Iteration 20F: 3 clusters Score -660192 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -660281.500000 Penalty: 2890.946045
	Iteration 21Q: 3 clusters Score -660281.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -660357.562500 Penalty: 2890.946045
	Iteration 22Q: 3 clusters Score -660357.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -660429.250000 Penalty: 2890.946045
	Iteration 23Q: 3 clusters Score -660429.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -660486.250000 Penalty: 2890.946045
	Iteration 24Q: 3 clusters Score -660486.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -660537.562500 Penalty: 2890.946045
	Iteration 25Q: 3 clusters Score -660537.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -660589.000000 Penalty: 2890.946045
	Iteration 26Q: 3 clusters Score -660589 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -660623.375000 Penalty: 2890.946045
	Iteration 27Q: 3 clusters Score -660623.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -660649.562500 Penalty: 2890.946045
	Iteration 28Q: 3 clusters Score -660649.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -660668.187500 Penalty: 2890.946045
	Iteration 29Q: 3 clusters Score -660668.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -660688.062500 Penalty: 2890.946045
	Iteration 30Q: 3 clusters Score -660688.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -660700.125000 Penalty: 2890.946045
	Iteration 31Q: 3 clusters Score -660700.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -660712.625000 Penalty: 2890.946045
	Iteration 32Q: 3 clusters Score -660712.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -660724.125000 Penalty: 2890.946045
	Iteration 33Q: 3 clusters Score -660724.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -660732.250000 Penalty: 2890.946045
	Iteration 34Q: 3 clusters Score -660732.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -660740.562500 Penalty: 2890.946045
	Iteration 35Q: 3 clusters Score -660740.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -660743.312500 Penalty: 2890.946045
	Iteration 36Q: 3 clusters Score -660743.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -660750.437500 Penalty: 2890.946045
	Iteration 37Q: 3 clusters Score -660750.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -660758.562500 Penalty: 2890.946045
	Iteration 38Q: 3 clusters Score -660758.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -660765.812500 Penalty: 2890.946045
	Iteration 39Q: 3 clusters Score -660765.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -660777.625000 Penalty: 2890.946045
	Iteration 40F: 3 clusters Score -660777.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -660783.562500 Penalty: 2890.946045
	Iteration 41Q: 3 clusters Score -660783.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -660792.062500 Penalty: 2890.946045
	Iteration 42Q: 3 clusters Score -660792.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -660793.937500 Penalty: 2890.946045
	Iteration 43Q: 3 clusters Score -660793.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -660796.500000 Penalty: 2890.946045
	Iteration 44Q: 3 clusters Score -660796.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -660800.187500 Penalty: 2890.946045
	Iteration 45Q: 3 clusters Score -660800.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -660801.500000 Penalty: 2890.946045
	Iteration 46Q: 3 clusters Score -660801.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -660803.250000 Penalty: 2890.946045
	Iteration 47Q: 3 clusters Score -660803.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -660802.937500 Penalty: 2890.946045
	Iteration 48Q: 3 clusters Score -660802.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -660802.937500 Penalty: 2890.946045
	Iteration 49F: 3 clusters Score -660802.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Entering Unmasked Estep 
Score: -224356.921875 Penalty: 1281.854370
	Iteration 0F: 2 clusters Score -224356.9 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 1312 members 
Entering Unmasked Estep 
Score: -221849.421875 Penalty: 2563.708740
	Iteration 0F: 3 clusters Score -221849.4 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -222581.031250 Penalty: 2563.708740
	Iteration 1F: 3 clusters Score -222581 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -222819.156250 Penalty: 2563.708740
	Iteration 2F: 3 clusters Score -222819.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -222985.125000 Penalty: 2563.708740
	Iteration 3F: 3 clusters Score -222985.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -223103.875000 Penalty: 2563.708740
	Iteration 4Q: 3 clusters Score -223103.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -223186.265625 Penalty: 2563.708740
	Iteration 5Q: 3 clusters Score -223186.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -223294.640625 Penalty: 2563.708740
	Iteration 6Q: 3 clusters Score -223294.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -223414.687500 Penalty: 2563.708740
	Iteration 7Q: 3 clusters Score -223414.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -223516.312500 Penalty: 2563.708740
	Iteration 8Q: 3 clusters Score -223516.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -223592.890625 Penalty: 2563.708740
	Iteration 9Q: 3 clusters Score -223592.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -223643.109375 Penalty: 2563.708740
	Iteration 10Q: 3 clusters Score -223643.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -223688.796875 Penalty: 2563.708740
	Iteration 11Q: 3 clusters Score -223688.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -223722.312500 Penalty: 2563.708740
	Iteration 12Q: 3 clusters Score -223722.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -223740.984375 Penalty: 2563.708740
	Iteration 13Q: 3 clusters Score -223741 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -223753.984375 Penalty: 2563.708740
	Iteration 14Q: 3 clusters Score -223754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -223763.015625 Penalty: 2563.708740
	Iteration 15Q: 3 clusters Score -223763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -223773.953125 Penalty: 2563.708740
	Iteration 16Q: 3 clusters Score -223774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -223778.718750 Penalty: 2563.708740
	Iteration 17Q: 3 clusters Score -223778.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -223781.296875 Penalty: 2563.708740
	Iteration 18Q: 3 clusters Score -223781.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -223784.218750 Penalty: 2563.708740
	Iteration 19Q: 3 clusters Score -223784.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -223785.156250 Penalty: 2563.708740
	Iteration 20F: 3 clusters Score -223785.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -223785.546875 Penalty: 2563.708740
	Iteration 21Q: 3 clusters Score -223785.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -223785.546875 Penalty: 2563.708740
	Iteration 22F: 3 clusters Score -223785.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (70022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70022 members 
Entering Unmasked Estep 
Score: -6422842.500000 Penalty: 1812.941772
	Iteration 0F: 2 clusters Score -6422842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -6375687.500000 Penalty: 3625.883545
	Iteration 0F: 3 clusters Score -6375688 nChanged 33285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -6395147.500000 Penalty: 3625.883545
	Iteration 1F: 3 clusters Score -6395148 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -6395719.500000 Penalty: 3625.883545
	Iteration 2Q: 3 clusters Score -6395720 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -6396555.000000 Penalty: 3625.883545
	Iteration 3Q: 3 clusters Score -6396555 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -6397817.500000 Penalty: 3625.883545
	Iteration 4Q: 3 clusters Score -6397818 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -6400095.500000 Penalty: 3625.883545
	Iteration 5F: 3 clusters Score -6400096 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -6403729.500000 Penalty: 3625.883545
	Iteration 6F: 3 clusters Score -6403730 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57780 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -6409107.000000 Penalty: 3625.883545
	Iteration 7F: 3 clusters Score -6409107 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63567 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -6414843.500000 Penalty: 3625.883545
	Iteration 8F: 3 clusters Score -6414844 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67535 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -6418931.500000 Penalty: 3625.883545
	Iteration 9F: 3 clusters Score -6418932 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69203 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -6420522.500000 Penalty: 3625.883545
	Iteration 10Q: 3 clusters Score -6420522 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69674 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6420975.000000 Penalty: 3625.883545
	Iteration 11Q: 3 clusters Score -6420975 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69795 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6421139.500000 Penalty: 3625.883545
	Iteration 12Q: 3 clusters Score -6421140 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69827 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6421199.000000 Penalty: 3625.883545
	Iteration 13Q: 3 clusters Score -6421199 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69847 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -6421226.000000 Penalty: 3625.883545
	Iteration 14Q: 3 clusters Score -6421226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69852 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -6421252.500000 Penalty: 3625.883545
	Iteration 15Q: 3 clusters Score -6421252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69860 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -6421267.000000 Penalty: 3625.883545
	Iteration 16Q: 3 clusters Score -6421267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69860 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -6421284.000000 Penalty: 3625.883545
	Iteration 17Q: 3 clusters Score -6421284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69862 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -6421295.500000 Penalty: 3625.883545
	Iteration 18Q: 3 clusters Score -6421296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69868 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -6421321.500000 Penalty: 3625.883545
	Iteration 19Q: 3 clusters Score -6421322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69870 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -6421337.000000 Penalty: 3625.883545
	Iteration 20F: 3 clusters Score -6421337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69870 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -6421349.500000 Penalty: 3625.883545
	Iteration 21Q: 3 clusters Score -6421350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69871 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -6421360.500000 Penalty: 3625.883545
	Iteration 22Q: 3 clusters Score -6421360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69872 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -6421361.500000 Penalty: 3625.883545
	Iteration 23Q: 3 clusters Score -6421362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69871 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -6421363.000000 Penalty: 3625.883545
	Iteration 24Q: 3 clusters Score -6421363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69870 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -6421361.000000 Penalty: 3625.883545
	Iteration 25Q: 3 clusters Score -6421361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69870 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -6421361.000000 Penalty: 3625.883545
	Iteration 26F: 3 clusters Score -6421361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Entering Unmasked Estep 
Score: -145398.781250 Penalty: 1204.672241
	Iteration 0F: 2 clusters Score -145398.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -143569.062500 Penalty: 2409.344482
	Iteration 0F: 3 clusters Score -143569.1 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -144007.328125 Penalty: 2409.344482
	Iteration 1F: 3 clusters Score -144007.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -144129.171875 Penalty: 2409.344482
	Iteration 2F: 3 clusters Score -144129.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -144212.421875 Penalty: 2409.344482
	Iteration 3F: 3 clusters Score -144212.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -144259.937500 Penalty: 2409.344482
	Iteration 4Q: 3 clusters Score -144259.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -144290.312500 Penalty: 2409.344482
	Iteration 5Q: 3 clusters Score -144290.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -144310.343750 Penalty: 2409.344482
	Iteration 6Q: 3 clusters Score -144310.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -144338.968750 Penalty: 2409.344482
	Iteration 7Q: 3 clusters Score -144339 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -144371.703125 Penalty: 2409.344482
	Iteration 8Q: 3 clusters Score -144371.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -144402.109375 Penalty: 2409.344482
	Iteration 9Q: 3 clusters Score -144402.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -144425.531250 Penalty: 2409.344482
	Iteration 10Q: 3 clusters Score -144425.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -144450.125000 Penalty: 2409.344482
	Iteration 11Q: 3 clusters Score -144450.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -144479.187500 Penalty: 2409.344482
	Iteration 12Q: 3 clusters Score -144479.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -144497.109375 Penalty: 2409.344482
	Iteration 13Q: 3 clusters Score -144497.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -144514.687500 Penalty: 2409.344482
	Iteration 14Q: 3 clusters Score -144514.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -144532.203125 Penalty: 2409.344482
	Iteration 15Q: 3 clusters Score -144532.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -144541.734375 Penalty: 2409.344482
	Iteration 16Q: 3 clusters Score -144541.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -144551.171875 Penalty: 2409.344482
	Iteration 17Q: 3 clusters Score -144551.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -144558.484375 Penalty: 2409.344482
	Iteration 18Q: 3 clusters Score -144558.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -144564.984375 Penalty: 2409.344482
	Iteration 19Q: 3 clusters Score -144565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -144569.468750 Penalty: 2409.344482
	Iteration 20F: 3 clusters Score -144569.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -144571.000000 Penalty: 2409.344482
	Iteration 21Q: 3 clusters Score -144571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -144575.515625 Penalty: 2409.344482
	Iteration 22Q: 3 clusters Score -144575.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -144577.187500 Penalty: 2409.344482
	Iteration 23Q: 3 clusters Score -144577.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -144578.578125 Penalty: 2409.344482
	Iteration 24Q: 3 clusters Score -144578.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -144579.093750 Penalty: 2409.344482
	Iteration 25Q: 3 clusters Score -144579.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -144579.812500 Penalty: 2409.344482
	Iteration 26Q: 3 clusters Score -144579.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -144581.140625 Penalty: 2409.344482
	Iteration 27Q: 3 clusters Score -144581.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -144581.796875 Penalty: 2409.344482
	Iteration 28Q: 3 clusters Score -144581.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -144582.593750 Penalty: 2409.344482
	Iteration 29Q: 3 clusters Score -144582.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -144583.640625 Penalty: 2409.344482
	Iteration 30Q: 3 clusters Score -144583.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -144583.640625 Penalty: 2409.344482
	Iteration 31F: 3 clusters Score -144583.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Entering Unmasked Estep 
Score: -1324014.875000 Penalty: 1554.859131
	Iteration 0F: 2 clusters Score -1324015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1314137.750000 Penalty: 3109.718262
	Iteration 0F: 3 clusters Score -1314138 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1317538.000000 Penalty: 3109.718262
	Iteration 1F: 3 clusters Score -1317538 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1317797.000000 Penalty: 3109.718262
	Iteration 2F: 3 clusters Score -1317797 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1318015.625000 Penalty: 3109.718262
	Iteration 3Q: 3 clusters Score -1318016 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1318206.125000 Penalty: 3109.718262
	Iteration 4Q: 3 clusters Score -1318206 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1318401.875000 Penalty: 3109.718262
	Iteration 5Q: 3 clusters Score -1318402 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1318635.625000 Penalty: 3109.718262
	Iteration 6Q: 3 clusters Score -1318636 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1318896.875000 Penalty: 3109.718262
	Iteration 7Q: 3 clusters Score -1318897 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1319176.875000 Penalty: 3109.718262
	Iteration 8Q: 3 clusters Score -1319177 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1319460.500000 Penalty: 3109.718262
	Iteration 9Q: 3 clusters Score -1319460 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1319761.625000 Penalty: 3109.718262
	Iteration 10Q: 3 clusters Score -1319762 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1320036.875000 Penalty: 3109.718262
	Iteration 11Q: 3 clusters Score -1320037 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1320216.250000 Penalty: 3109.718262
	Iteration 12Q: 3 clusters Score -1320216 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1320331.000000 Penalty: 3109.718262
	Iteration 13Q: 3 clusters Score -1320331 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1320399.125000 Penalty: 3109.718262
	Iteration 14Q: 3 clusters Score -1320399 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1320431.875000 Penalty: 3109.718262
	Iteration 15Q: 3 clusters Score -1320432 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1320466.250000 Penalty: 3109.718262
	Iteration 16Q: 3 clusters Score -1320466 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1320492.000000 Penalty: 3109.718262
	Iteration 17Q: 3 clusters Score -1320492 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1320516.375000 Penalty: 3109.718262
	Iteration 18Q: 3 clusters Score -1320516 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1320532.250000 Penalty: 3109.718262
	Iteration 19Q: 3 clusters Score -1320532 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1320551.625000 Penalty: 3109.718262
	Iteration 20F: 3 clusters Score -1320552 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1320564.000000 Penalty: 3109.718262
	Iteration 21Q: 3 clusters Score -1320564 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1320581.750000 Penalty: 3109.718262
	Iteration 22Q: 3 clusters Score -1320582 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1320605.125000 Penalty: 3109.718262
	Iteration 23Q: 3 clusters Score -1320605 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1320629.875000 Penalty: 3109.718262
	Iteration 24Q: 3 clusters Score -1320630 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1320652.125000 Penalty: 3109.718262
	Iteration 25Q: 3 clusters Score -1320652 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1320680.750000 Penalty: 3109.718262
	Iteration 26Q: 3 clusters Score -1320681 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1320693.625000 Penalty: 3109.718262
	Iteration 27Q: 3 clusters Score -1320694 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1320708.375000 Penalty: 3109.718262
	Iteration 28Q: 3 clusters Score -1320708 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1320728.500000 Penalty: 3109.718262
	Iteration 29Q: 3 clusters Score -1320728 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1320745.250000 Penalty: 3109.718262
	Iteration 30Q: 3 clusters Score -1320745 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1320759.500000 Penalty: 3109.718262
	Iteration 31Q: 3 clusters Score -1320760 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1320783.750000 Penalty: 3109.718262
	Iteration 32Q: 3 clusters Score -1320784 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1320802.375000 Penalty: 3109.718262
	Iteration 33Q: 3 clusters Score -1320802 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1320832.375000 Penalty: 3109.718262
	Iteration 34Q: 3 clusters Score -1320832 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1320845.125000 Penalty: 3109.718262
	Iteration 35Q: 3 clusters Score -1320845 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1320878.250000 Penalty: 3109.718262
	Iteration 36Q: 3 clusters Score -1320878 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1320901.875000 Penalty: 3109.718262
	Iteration 37Q: 3 clusters Score -1320902 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1320922.375000 Penalty: 3109.718262
	Iteration 38Q: 3 clusters Score -1320922 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1320943.750000 Penalty: 3109.718262
	Iteration 39Q: 3 clusters Score -1320944 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1320965.750000 Penalty: 3109.718262
	Iteration 40F: 3 clusters Score -1320966 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1320978.625000 Penalty: 3109.718262
	Iteration 41Q: 3 clusters Score -1320979 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1320991.250000 Penalty: 3109.718262
	Iteration 42Q: 3 clusters Score -1320991 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1321008.500000 Penalty: 3109.718262
	Iteration 43Q: 3 clusters Score -1321008 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1321029.750000 Penalty: 3109.718262
	Iteration 44Q: 3 clusters Score -1321030 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1321042.500000 Penalty: 3109.718262
	Iteration 45Q: 3 clusters Score -1321042 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1321062.625000 Penalty: 3109.718262
	Iteration 46Q: 3 clusters Score -1321063 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1321077.375000 Penalty: 3109.718262
	Iteration 47Q: 3 clusters Score -1321077 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1321091.875000 Penalty: 3109.718262
	Iteration 48Q: 3 clusters Score -1321092 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1321120.125000 Penalty: 3109.718262
	Iteration 49Q: 3 clusters Score -1321120 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1321139.250000 Penalty: 3109.718262
	Iteration 50Q: 3 clusters Score -1321139 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1321157.375000 Penalty: 3109.718262
	Iteration 51Q: 3 clusters Score -1321157 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1321175.375000 Penalty: 3109.718262
	Iteration 52Q: 3 clusters Score -1321175 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1321199.625000 Penalty: 3109.718262
	Iteration 53Q: 3 clusters Score -1321200 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1321213.375000 Penalty: 3109.718262
	Iteration 54Q: 3 clusters Score -1321213 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1321226.875000 Penalty: 3109.718262
	Iteration 55Q: 3 clusters Score -1321227 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1321239.000000 Penalty: 3109.718262
	Iteration 56Q: 3 clusters Score -1321239 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1321251.125000 Penalty: 3109.718262
	Iteration 57Q: 3 clusters Score -1321251 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1321261.125000 Penalty: 3109.718262
	Iteration 58Q: 3 clusters Score -1321261 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1321273.875000 Penalty: 3109.718262
	Iteration 59Q: 3 clusters Score -1321274 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1321284.750000 Penalty: 3109.718262
	Iteration 60F: 3 clusters Score -1321285 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1321299.625000 Penalty: 3109.718262
	Iteration 61Q: 3 clusters Score -1321300 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1321318.875000 Penalty: 3109.718262
	Iteration 62Q: 3 clusters Score -1321319 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1321329.750000 Penalty: 3109.718262
	Iteration 63Q: 3 clusters Score -1321330 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1321347.750000 Penalty: 3109.718262
	Iteration 64Q: 3 clusters Score -1321348 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1321359.625000 Penalty: 3109.718262
	Iteration 65Q: 3 clusters Score -1321360 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1321371.125000 Penalty: 3109.718262
	Iteration 66Q: 3 clusters Score -1321371 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1321375.125000 Penalty: 3109.718262
	Iteration 67Q: 3 clusters Score -1321375 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1321382.125000 Penalty: 3109.718262
	Iteration 68Q: 3 clusters Score -1321382 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1321390.250000 Penalty: 3109.718262
	Iteration 69Q: 3 clusters Score -1321390 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1321395.750000 Penalty: 3109.718262
	Iteration 70Q: 3 clusters Score -1321396 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1321403.375000 Penalty: 3109.718262
	Iteration 71Q: 3 clusters Score -1321403 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1321403.875000 Penalty: 3109.718262
	Iteration 72Q: 3 clusters Score -1321404 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1321417.250000 Penalty: 3109.718262
	Iteration 73Q: 3 clusters Score -1321417 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1321423.125000 Penalty: 3109.718262
	Iteration 74Q: 3 clusters Score -1321423 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1321432.750000 Penalty: 3109.718262
	Iteration 75Q: 3 clusters Score -1321433 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1321438.750000 Penalty: 3109.718262
	Iteration 76Q: 3 clusters Score -1321439 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1321443.375000 Penalty: 3109.718262
	Iteration 77Q: 3 clusters Score -1321443 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1321446.750000 Penalty: 3109.718262
	Iteration 78Q: 3 clusters Score -1321447 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1321450.750000 Penalty: 3109.718262
	Iteration 79Q: 3 clusters Score -1321451 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1321450.875000 Penalty: 3109.718262
	Iteration 80F: 3 clusters Score -1321451 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1321463.375000 Penalty: 3109.718262
	Iteration 81Q: 3 clusters Score -1321463 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1321468.000000 Penalty: 3109.718262
	Iteration 82Q: 3 clusters Score -1321468 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1321471.000000 Penalty: 3109.718262
	Iteration 83Q: 3 clusters Score -1321471 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1321475.875000 Penalty: 3109.718262
	Iteration 84Q: 3 clusters Score -1321476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1321479.625000 Penalty: 3109.718262
	Iteration 85Q: 3 clusters Score -1321480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1321478.875000 Penalty: 3109.718262
	Iteration 86Q: 3 clusters Score -1321479 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1321484.500000 Penalty: 3109.718262
	Iteration 87Q: 3 clusters Score -1321484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1321490.000000 Penalty: 3109.718262
	Iteration 88Q: 3 clusters Score -1321490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1321494.625000 Penalty: 3109.718262
	Iteration 89Q: 3 clusters Score -1321495 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1321499.750000 Penalty: 3109.718262
	Iteration 90Q: 3 clusters Score -1321500 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1321501.875000 Penalty: 3109.718262
	Iteration 91Q: 3 clusters Score -1321502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1321504.750000 Penalty: 3109.718262
	Iteration 92Q: 3 clusters Score -1321505 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1321513.625000 Penalty: 3109.718262
	Iteration 93Q: 3 clusters Score -1321514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1321511.375000 Penalty: 3109.718262
	Iteration 94Q: 3 clusters Score -1321511 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1321518.500000 Penalty: 3109.718262
	Iteration 95Q: 3 clusters Score -1321518 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1321524.000000 Penalty: 3109.718262
	Iteration 96Q: 3 clusters Score -1321524 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1321528.750000 Penalty: 3109.718262
	Iteration 97Q: 3 clusters Score -1321529 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1321535.875000 Penalty: 3109.718262
	Iteration 98Q: 3 clusters Score -1321536 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1321548.250000 Penalty: 3109.718262
	Iteration 99Q: 3 clusters Score -1321548 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1321557.500000 Penalty: 3109.718262
	Iteration 100F: 3 clusters Score -1321558 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1321569.625000 Penalty: 3109.718262
	Iteration 101Q: 3 clusters Score -1321570 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1321577.375000 Penalty: 3109.718262
	Iteration 102Q: 3 clusters Score -1321577 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1321592.625000 Penalty: 3109.718262
	Iteration 103Q: 3 clusters Score -1321593 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1321606.125000 Penalty: 3109.718262
	Iteration 104Q: 3 clusters Score -1321606 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1321614.375000 Penalty: 3109.718262
	Iteration 105Q: 3 clusters Score -1321614 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1321621.875000 Penalty: 3109.718262
	Iteration 106Q: 3 clusters Score -1321622 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1321627.750000 Penalty: 3109.718262
	Iteration 107Q: 3 clusters Score -1321628 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1321645.625000 Penalty: 3109.718262
	Iteration 108Q: 3 clusters Score -1321646 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1321661.875000 Penalty: 3109.718262
	Iteration 109Q: 3 clusters Score -1321662 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1321681.125000 Penalty: 3109.718262
	Iteration 110Q: 3 clusters Score -1321681 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1321697.750000 Penalty: 3109.718262
	Iteration 111Q: 3 clusters Score -1321698 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1321714.875000 Penalty: 3109.718262
	Iteration 112Q: 3 clusters Score -1321715 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1321720.250000 Penalty: 3109.718262
	Iteration 113Q: 3 clusters Score -1321720 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1321728.875000 Penalty: 3109.718262
	Iteration 114Q: 3 clusters Score -1321729 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1321742.500000 Penalty: 3109.718262
	Iteration 115Q: 3 clusters Score -1321742 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1321757.375000 Penalty: 3109.718262
	Iteration 116Q: 3 clusters Score -1321757 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1321772.875000 Penalty: 3109.718262
	Iteration 117Q: 3 clusters Score -1321773 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1321791.000000 Penalty: 3109.718262
	Iteration 118Q: 3 clusters Score -1321791 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1321809.750000 Penalty: 3109.718262
	Iteration 119Q: 3 clusters Score -1321810 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1321839.750000 Penalty: 3109.718262
	Iteration 120F: 3 clusters Score -1321840 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1321862.125000 Penalty: 3109.718262
	Iteration 121Q: 3 clusters Score -1321862 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1321887.375000 Penalty: 3109.718262
	Iteration 122Q: 3 clusters Score -1321887 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1321910.500000 Penalty: 3109.718262
	Iteration 123Q: 3 clusters Score -1321910 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1321926.500000 Penalty: 3109.718262
	Iteration 124Q: 3 clusters Score -1321926 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1321942.250000 Penalty: 3109.718262
	Iteration 125Q: 3 clusters Score -1321942 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1321958.000000 Penalty: 3109.718262
	Iteration 126Q: 3 clusters Score -1321958 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1321981.500000 Penalty: 3109.718262
	Iteration 127Q: 3 clusters Score -1321982 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1322004.000000 Penalty: 3109.718262
	Iteration 128Q: 3 clusters Score -1322004 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1322028.375000 Penalty: 3109.718262
	Iteration 129Q: 3 clusters Score -1322028 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1322046.375000 Penalty: 3109.718262
	Iteration 130Q: 3 clusters Score -1322046 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1322064.375000 Penalty: 3109.718262
	Iteration 131Q: 3 clusters Score -1322064 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1322083.250000 Penalty: 3109.718262
	Iteration 132Q: 3 clusters Score -1322083 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1322105.875000 Penalty: 3109.718262
	Iteration 133Q: 3 clusters Score -1322106 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1322130.750000 Penalty: 3109.718262
	Iteration 134Q: 3 clusters Score -1322131 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1322156.625000 Penalty: 3109.718262
	Iteration 135Q: 3 clusters Score -1322157 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1322172.500000 Penalty: 3109.718262
	Iteration 136Q: 3 clusters Score -1322172 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1322193.750000 Penalty: 3109.718262
	Iteration 137Q: 3 clusters Score -1322194 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1322207.750000 Penalty: 3109.718262
	Iteration 138Q: 3 clusters Score -1322208 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1322212.375000 Penalty: 3109.718262
	Iteration 139Q: 3 clusters Score -1322212 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1322230.000000 Penalty: 3109.718262
	Iteration 140F: 3 clusters Score -1322230 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1322239.125000 Penalty: 3109.718262
	Iteration 141Q: 3 clusters Score -1322239 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1322254.125000 Penalty: 3109.718262
	Iteration 142Q: 3 clusters Score -1322254 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1322269.625000 Penalty: 3109.718262
	Iteration 143Q: 3 clusters Score -1322270 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1322283.500000 Penalty: 3109.718262
	Iteration 144Q: 3 clusters Score -1322284 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1322298.625000 Penalty: 3109.718262
	Iteration 145Q: 3 clusters Score -1322299 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1322321.125000 Penalty: 3109.718262
	Iteration 146Q: 3 clusters Score -1322321 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1322353.500000 Penalty: 3109.718262
	Iteration 147Q: 3 clusters Score -1322354 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1322387.875000 Penalty: 3109.718262
	Iteration 148Q: 3 clusters Score -1322388 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1322407.375000 Penalty: 3109.718262
	Iteration 149Q: 3 clusters Score -1322407 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1322436.250000 Penalty: 3109.718262
	Iteration 150Q: 3 clusters Score -1322436 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1322459.875000 Penalty: 3109.718262
	Iteration 151Q: 3 clusters Score -1322460 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1322482.500000 Penalty: 3109.718262
	Iteration 152Q: 3 clusters Score -1322482 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1322503.875000 Penalty: 3109.718262
	Iteration 153Q: 3 clusters Score -1322504 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1322523.250000 Penalty: 3109.718262
	Iteration 154Q: 3 clusters Score -1322523 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1322544.750000 Penalty: 3109.718262
	Iteration 155Q: 3 clusters Score -1322545 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1322562.250000 Penalty: 3109.718262
	Iteration 156Q: 3 clusters Score -1322562 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1322572.750000 Penalty: 3109.718262
	Iteration 157Q: 3 clusters Score -1322573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1322579.125000 Penalty: 3109.718262
	Iteration 158Q: 3 clusters Score -1322579 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1322593.500000 Penalty: 3109.718262
	Iteration 159Q: 3 clusters Score -1322594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1322603.125000 Penalty: 3109.718262
	Iteration 160F: 3 clusters Score -1322603 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1322610.375000 Penalty: 3109.718262
	Iteration 161Q: 3 clusters Score -1322610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1322621.250000 Penalty: 3109.718262
	Iteration 162Q: 3 clusters Score -1322621 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1322627.875000 Penalty: 3109.718262
	Iteration 163Q: 3 clusters Score -1322628 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1322635.500000 Penalty: 3109.718262
	Iteration 164Q: 3 clusters Score -1322636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1322644.500000 Penalty: 3109.718262
	Iteration 165Q: 3 clusters Score -1322644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1322658.625000 Penalty: 3109.718262
	Iteration 166Q: 3 clusters Score -1322659 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1322668.375000 Penalty: 3109.718262
	Iteration 167Q: 3 clusters Score -1322668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1322677.375000 Penalty: 3109.718262
	Iteration 168Q: 3 clusters Score -1322677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1322681.875000 Penalty: 3109.718262
	Iteration 169Q: 3 clusters Score -1322682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1322684.500000 Penalty: 3109.718262
	Iteration 170Q: 3 clusters Score -1322684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -1322685.500000 Penalty: 3109.718262
	Iteration 171Q: 3 clusters Score -1322686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1322690.625000 Penalty: 3109.718262
	Iteration 172Q: 3 clusters Score -1322691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1322690.375000 Penalty: 3109.718262
	Iteration 173Q: 3 clusters Score -1322690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1322692.375000 Penalty: 3109.718262
	Iteration 174Q: 3 clusters Score -1322692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1322694.625000 Penalty: 3109.718262
	Iteration 175Q: 3 clusters Score -1322695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1322693.500000 Penalty: 3109.718262
	Iteration 176Q: 3 clusters Score -1322694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1322693.500000 Penalty: 3109.718262
	Iteration 177F: 3 clusters Score -1322694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Entering Unmasked Estep 
Score: -136632.796875 Penalty: 1199.999146
	Iteration 0F: 2 clusters Score -136632.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -134815.718750 Penalty: 2399.998291
	Iteration 0F: 3 clusters Score -134815.7 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -135210.218750 Penalty: 2399.998291
	Iteration 1F: 3 clusters Score -135210.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -135282.453125 Penalty: 2399.998291
	Iteration 2F: 3 clusters Score -135282.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -135334.218750 Penalty: 2399.998291
	Iteration 3Q: 3 clusters Score -135334.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -135367.781250 Penalty: 2399.998291
	Iteration 4Q: 3 clusters Score -135367.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -135389.109375 Penalty: 2399.998291
	Iteration 5Q: 3 clusters Score -135389.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -135398.890625 Penalty: 2399.998291
	Iteration 6Q: 3 clusters Score -135398.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -135409.093750 Penalty: 2399.998291
	Iteration 7Q: 3 clusters Score -135409.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -135417.437500 Penalty: 2399.998291
	Iteration 8Q: 3 clusters Score -135417.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -135424.812500 Penalty: 2399.998291
	Iteration 9Q: 3 clusters Score -135424.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -135430.640625 Penalty: 2399.998291
	Iteration 10Q: 3 clusters Score -135430.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -135434.562500 Penalty: 2399.998291
	Iteration 11Q: 3 clusters Score -135434.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -135437.312500 Penalty: 2399.998291
	Iteration 12Q: 3 clusters Score -135437.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -135441.171875 Penalty: 2399.998291
	Iteration 13Q: 3 clusters Score -135441.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -135445.750000 Penalty: 2399.998291
	Iteration 14Q: 3 clusters Score -135445.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -135450.500000 Penalty: 2399.998291
	Iteration 15Q: 3 clusters Score -135450.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -135458.812500 Penalty: 2399.998291
	Iteration 16Q: 3 clusters Score -135458.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -135464.375000 Penalty: 2399.998291
	Iteration 17Q: 3 clusters Score -135464.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -135470.203125 Penalty: 2399.998291
	Iteration 18Q: 3 clusters Score -135470.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -135470.921875 Penalty: 2399.998291
	Iteration 19Q: 3 clusters Score -135470.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -135470.921875 Penalty: 2399.998291
	Iteration 20F: 3 clusters Score -135470.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Entering Unmasked Estep 
Score: -129497.335938 Penalty: 1190.229614
	Iteration 0F: 2 clusters Score -129497.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -127726.906250 Penalty: 2380.459229
	Iteration 0F: 3 clusters Score -127726.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -128089.921875 Penalty: 2380.459229
	Iteration 1F: 3 clusters Score -128089.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -128217.976562 Penalty: 2380.459229
	Iteration 2F: 3 clusters Score -128218 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -128357.070312 Penalty: 2380.459229
	Iteration 3F: 3 clusters Score -128357.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -128532.515625 Penalty: 2380.459229
	Iteration 4F: 3 clusters Score -128532.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -128755.968750 Penalty: 2380.459229
	Iteration 5F: 3 clusters Score -128756 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -128996.609375 Penalty: 2380.459229
	Iteration 6F: 3 clusters Score -128996.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -129174.757812 Penalty: 2380.459229
	Iteration 7F: 3 clusters Score -129174.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -129269.289062 Penalty: 2380.459229
	Iteration 8Q: 3 clusters Score -129269.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -129319.015625 Penalty: 2380.459229
	Iteration 9Q: 3 clusters Score -129319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -129337.664062 Penalty: 2380.459229
	Iteration 10Q: 3 clusters Score -129337.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -129347.523438 Penalty: 2380.459229
	Iteration 11Q: 3 clusters Score -129347.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -129352.140625 Penalty: 2380.459229
	Iteration 12Q: 3 clusters Score -129352.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -129353.960938 Penalty: 2380.459229
	Iteration 13Q: 3 clusters Score -129354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -129356.203125 Penalty: 2380.459229
	Iteration 14Q: 3 clusters Score -129356.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -129356.781250 Penalty: 2380.459229
	Iteration 15Q: 3 clusters Score -129356.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -129357.343750 Penalty: 2380.459229
	Iteration 16Q: 3 clusters Score -129357.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -129357.875000 Penalty: 2380.459229
	Iteration 17Q: 3 clusters Score -129357.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -129357.875000 Penalty: 2380.459229
	Iteration 18F: 3 clusters Score -129357.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Entering Unmasked Estep 
Score: -64242.105469 Penalty: 1106.468872
	Iteration 0F: 2 clusters Score -64242.11 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 442 members 
Entering Unmasked Estep 
Score: -62867.312500 Penalty: 2212.937744
	Iteration 0F: 3 clusters Score -62867.31 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -63278.972656 Penalty: 2212.937744
	Iteration 1F: 3 clusters Score -63278.97 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -63549.007812 Penalty: 2212.937744
	Iteration 2F: 3 clusters Score -63549.01 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -63718.699219 Penalty: 2212.937744
	Iteration 3F: 3 clusters Score -63718.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -63796.410156 Penalty: 2212.937744
	Iteration 4F: 3 clusters Score -63796.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -63833.765625 Penalty: 2212.937744
	Iteration 5Q: 3 clusters Score -63833.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -63879.285156 Penalty: 2212.937744
	Iteration 6Q: 3 clusters Score -63879.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -63930.964844 Penalty: 2212.937744
	Iteration 7Q: 3 clusters Score -63930.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -63980.703125 Penalty: 2212.937744
	Iteration 8Q: 3 clusters Score -63980.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -64005.238281 Penalty: 2212.937744
	Iteration 9Q: 3 clusters Score -64005.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -64019.773438 Penalty: 2212.937744
	Iteration 10Q: 3 clusters Score -64019.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -64063.562500 Penalty: 2212.937744
	Iteration 11Q: 3 clusters Score -64063.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -64092.511719 Penalty: 2212.937744
	Iteration 12Q: 3 clusters Score -64092.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -64106.148438 Penalty: 2212.937744
	Iteration 13Q: 3 clusters Score -64106.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -64110.734375 Penalty: 2212.937744
	Iteration 14Q: 3 clusters Score -64110.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -64123.378906 Penalty: 2212.937744
	Iteration 15Q: 3 clusters Score -64123.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -64139.253906 Penalty: 2212.937744
	Iteration 16Q: 3 clusters Score -64139.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -64154.828125 Penalty: 2212.937744
	Iteration 17Q: 3 clusters Score -64154.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -64157.031250 Penalty: 2212.937744
	Iteration 18Q: 3 clusters Score -64157.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -64159.480469 Penalty: 2212.937744
	Iteration 19Q: 3 clusters Score -64159.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -64161.875000 Penalty: 2212.937744
	Iteration 20F: 3 clusters Score -64161.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -64163.238281 Penalty: 2212.937744
	Iteration 21Q: 3 clusters Score -64163.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -64163.542969 Penalty: 2212.937744
	Iteration 22Q: 3 clusters Score -64163.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -64163.542969 Penalty: 2212.937744
	Iteration 23F: 3 clusters Score -64163.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Entering Unmasked Estep 
Score: -92444.179688 Penalty: 1137.554321
	Iteration 0F: 2 clusters Score -92444.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -90975.367188 Penalty: 2275.108643
	Iteration 0F: 3 clusters Score -90975.37 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -91319.882812 Penalty: 2275.108643
	Iteration 1F: 3 clusters Score -91319.88 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -91480.671875 Penalty: 2275.108643
	Iteration 2F: 3 clusters Score -91480.67 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -91624.539062 Penalty: 2275.108643
	Iteration 3F: 3 clusters Score -91624.54 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -91703.203125 Penalty: 2275.108643
	Iteration 4Q: 3 clusters Score -91703.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -91751.476562 Penalty: 2275.108643
	Iteration 5Q: 3 clusters Score -91751.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -91796.500000 Penalty: 2275.108643
	Iteration 6Q: 3 clusters Score -91796.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -91832.476562 Penalty: 2275.108643
	Iteration 7Q: 3 clusters Score -91832.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -91871.992188 Penalty: 2275.108643
	Iteration 8Q: 3 clusters Score -91871.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -91905.226562 Penalty: 2275.108643
	Iteration 9Q: 3 clusters Score -91905.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -91943.523438 Penalty: 2275.108643
	Iteration 10Q: 3 clusters Score -91943.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -91969.898438 Penalty: 2275.108643
	Iteration 11Q: 3 clusters Score -91969.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -91978.554688 Penalty: 2275.108643
	Iteration 12Q: 3 clusters Score -91978.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -91986.445312 Penalty: 2275.108643
	Iteration 13Q: 3 clusters Score -91986.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -91989.468750 Penalty: 2275.108643
	Iteration 14Q: 3 clusters Score -91989.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -91992.398438 Penalty: 2275.108643
	Iteration 15Q: 3 clusters Score -91992.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -91997.921875 Penalty: 2275.108643
	Iteration 16Q: 3 clusters Score -91997.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -91998.726562 Penalty: 2275.108643
	Iteration 17Q: 3 clusters Score -91998.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -92000.140625 Penalty: 2275.108643
	Iteration 18Q: 3 clusters Score -92000.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -92001.062500 Penalty: 2275.108643
	Iteration 19Q: 3 clusters Score -92001.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -92001.062500 Penalty: 2275.108643
	Iteration 20F: 3 clusters Score -92001.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Entering Unmasked Estep 
Score: -141939.218750 Penalty: 1207.682495
	Iteration 0F: 2 clusters Score -141939.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -140049.203125 Penalty: 2415.364990
	Iteration 0F: 3 clusters Score -140049.2 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -140567.500000 Penalty: 2415.364990
	Iteration 1F: 3 clusters Score -140567.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -140734.578125 Penalty: 2415.364990
	Iteration 2F: 3 clusters Score -140734.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -140831.515625 Penalty: 2415.364990
	Iteration 3F: 3 clusters Score -140831.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -140879.046875 Penalty: 2415.364990
	Iteration 4Q: 3 clusters Score -140879 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -140907.968750 Penalty: 2415.364990
	Iteration 5Q: 3 clusters Score -140908 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -140931.031250 Penalty: 2415.364990
	Iteration 6Q: 3 clusters Score -140931 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -140947.921875 Penalty: 2415.364990
	Iteration 7Q: 3 clusters Score -140947.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -140961.796875 Penalty: 2415.364990
	Iteration 8Q: 3 clusters Score -140961.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -140980.687500 Penalty: 2415.364990
	Iteration 9Q: 3 clusters Score -140980.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -140996.343750 Penalty: 2415.364990
	Iteration 10Q: 3 clusters Score -140996.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -141010.046875 Penalty: 2415.364990
	Iteration 11Q: 3 clusters Score -141010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -141023.062500 Penalty: 2415.364990
	Iteration 12Q: 3 clusters Score -141023.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -141033.781250 Penalty: 2415.364990
	Iteration 13Q: 3 clusters Score -141033.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -141048.890625 Penalty: 2415.364990
	Iteration 14Q: 3 clusters Score -141048.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -141066.156250 Penalty: 2415.364990
	Iteration 15Q: 3 clusters Score -141066.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -141088.578125 Penalty: 2415.364990
	Iteration 16Q: 3 clusters Score -141088.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -141106.156250 Penalty: 2415.364990
	Iteration 17Q: 3 clusters Score -141106.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -141119.531250 Penalty: 2415.364990
	Iteration 18Q: 3 clusters Score -141119.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -141129.968750 Penalty: 2415.364990
	Iteration 19Q: 3 clusters Score -141130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -141143.312500 Penalty: 2415.364990
	Iteration 20F: 3 clusters Score -141143.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -141158.312500 Penalty: 2415.364990
	Iteration 21Q: 3 clusters Score -141158.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -141175.421875 Penalty: 2415.364990
	Iteration 22Q: 3 clusters Score -141175.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -141182.203125 Penalty: 2415.364990
	Iteration 23Q: 3 clusters Score -141182.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -141183.093750 Penalty: 2415.364990
	Iteration 24Q: 3 clusters Score -141183.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -141184.203125 Penalty: 2415.364990
	Iteration 25Q: 3 clusters Score -141184.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -141184.203125 Penalty: 2415.364990
	Iteration 26F: 3 clusters Score -141184.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Entering Unmasked Estep 
Score: -712405.437500 Penalty: 1461.835205
	Iteration 0F: 2 clusters Score -712405.4 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 4107 members 
Entering Unmasked Estep 
Score: -706497.000000 Penalty: 2923.670410
	Iteration 0F: 3 clusters Score -706497 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -708351.125000 Penalty: 2923.670410
	Iteration 1F: 3 clusters Score -708351.1 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -708698.812500 Penalty: 2923.670410
	Iteration 2F: 3 clusters Score -708698.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -709076.187500 Penalty: 2923.670410
	Iteration 3F: 3 clusters Score -709076.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -709417.750000 Penalty: 2923.670410
	Iteration 4F: 3 clusters Score -709417.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -709766.062500 Penalty: 2923.670410
	Iteration 5F: 3 clusters Score -709766.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -710108.125000 Penalty: 2923.670410
	Iteration 6F: 3 clusters Score -710108.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -710443.000000 Penalty: 2923.670410
	Iteration 7F: 3 clusters Score -710443 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -710734.312500 Penalty: 2923.670410
	Iteration 8Q: 3 clusters Score -710734.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -710946.750000 Penalty: 2923.670410
	Iteration 9Q: 3 clusters Score -710946.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -711120.812500 Penalty: 2923.670410
	Iteration 10Q: 3 clusters Score -711120.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -711268.750000 Penalty: 2923.670410
	Iteration 11Q: 3 clusters Score -711268.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -711404.125000 Penalty: 2923.670410
	Iteration 12Q: 3 clusters Score -711404.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -711525.437500 Penalty: 2923.670410
	Iteration 13Q: 3 clusters Score -711525.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -711629.937500 Penalty: 2923.670410
	Iteration 14Q: 3 clusters Score -711629.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -711701.500000 Penalty: 2923.670410
	Iteration 15Q: 3 clusters Score -711701.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -711765.750000 Penalty: 2923.670410
	Iteration 16Q: 3 clusters Score -711765.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -711810.375000 Penalty: 2923.670410
	Iteration 17Q: 3 clusters Score -711810.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -711835.750000 Penalty: 2923.670410
	Iteration 18Q: 3 clusters Score -711835.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -711847.437500 Penalty: 2923.670410
	Iteration 19Q: 3 clusters Score -711847.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -711855.875000 Penalty: 2923.670410
	Iteration 20F: 3 clusters Score -711855.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -711859.187500 Penalty: 2923.670410
	Iteration 21Q: 3 clusters Score -711859.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -711861.125000 Penalty: 2923.670410
	Iteration 22Q: 3 clusters Score -711861.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -711864.625000 Penalty: 2923.670410
	Iteration 23Q: 3 clusters Score -711864.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -711868.500000 Penalty: 2923.670410
	Iteration 24Q: 3 clusters Score -711868.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -711870.125000 Penalty: 2923.670410
	Iteration 25Q: 3 clusters Score -711870.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -711874.500000 Penalty: 2923.670410
	Iteration 26Q: 3 clusters Score -711874.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -711875.625000 Penalty: 2923.670410
	Iteration 27Q: 3 clusters Score -711875.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -711876.312500 Penalty: 2923.670410
	Iteration 28Q: 3 clusters Score -711876.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -711879.312500 Penalty: 2923.670410
	Iteration 29Q: 3 clusters Score -711879.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -711878.750000 Penalty: 2923.670410
	Iteration 30Q: 3 clusters Score -711878.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -711879.187500 Penalty: 2923.670410
	Iteration 31Q: 3 clusters Score -711879.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -711879.187500 Penalty: 2923.670410
	Iteration 32Q: 3 clusters Score -711879.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -711879.687500 Penalty: 2923.670410
	Iteration 33Q: 3 clusters Score -711879.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -711881.500000 Penalty: 2923.670410
	Iteration 34Q: 3 clusters Score -711881.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -711881.500000 Penalty: 2923.670410
	Iteration 35F: 3 clusters Score -711881.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Entering Unmasked Estep 
Score: -488846.531250 Penalty: 1398.880493
	Iteration 0F: 2 clusters Score -488846.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -484562.343750 Penalty: 2797.760986
	Iteration 0F: 3 clusters Score -484562.3 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -485744.718750 Penalty: 2797.760986
	Iteration 1F: 3 clusters Score -485744.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -485962.218750 Penalty: 2797.760986
	Iteration 2F: 3 clusters Score -485962.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -486162.781250 Penalty: 2797.760986
	Iteration 3F: 3 clusters Score -486162.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -486346.125000 Penalty: 2797.760986
	Iteration 4F: 3 clusters Score -486346.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -486523.656250 Penalty: 2797.760986
	Iteration 5Q: 3 clusters Score -486523.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -486700.062500 Penalty: 2797.760986
	Iteration 6Q: 3 clusters Score -486700.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -486873.500000 Penalty: 2797.760986
	Iteration 7Q: 3 clusters Score -486873.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -487076.156250 Penalty: 2797.760986
	Iteration 8Q: 3 clusters Score -487076.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -487242.875000 Penalty: 2797.760986
	Iteration 9Q: 3 clusters Score -487242.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -487396.125000 Penalty: 2797.760986
	Iteration 10Q: 3 clusters Score -487396.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -487500.218750 Penalty: 2797.760986
	Iteration 11Q: 3 clusters Score -487500.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -487570.875000 Penalty: 2797.760986
	Iteration 12Q: 3 clusters Score -487570.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -487619.625000 Penalty: 2797.760986
	Iteration 13Q: 3 clusters Score -487619.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -487661.906250 Penalty: 2797.760986
	Iteration 14Q: 3 clusters Score -487661.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -487681.781250 Penalty: 2797.760986
	Iteration 15Q: 3 clusters Score -487681.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -487692.343750 Penalty: 2797.760986
	Iteration 16Q: 3 clusters Score -487692.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -487702.656250 Penalty: 2797.760986
	Iteration 17Q: 3 clusters Score -487702.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -487713.843750 Penalty: 2797.760986
	Iteration 18Q: 3 clusters Score -487713.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -487720.250000 Penalty: 2797.760986
	Iteration 19Q: 3 clusters Score -487720.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -487722.375000 Penalty: 2797.760986
	Iteration 20F: 3 clusters Score -487722.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -487723.718750 Penalty: 2797.760986
	Iteration 21Q: 3 clusters Score -487723.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -487726.031250 Penalty: 2797.760986
	Iteration 22Q: 3 clusters Score -487726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -487728.437500 Penalty: 2797.760986
	Iteration 23Q: 3 clusters Score -487728.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -487732.562500 Penalty: 2797.760986
	Iteration 24Q: 3 clusters Score -487732.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -487734.625000 Penalty: 2797.760986
	Iteration 25Q: 3 clusters Score -487734.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -487736.187500 Penalty: 2797.760986
	Iteration 26Q: 3 clusters Score -487736.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -487737.125000 Penalty: 2797.760986
	Iteration 27Q: 3 clusters Score -487737.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -487737.156250 Penalty: 2797.760986
	Iteration 28Q: 3 clusters Score -487737.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -487737.156250 Penalty: 2797.760986
	Iteration 29F: 3 clusters Score -487737.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Entering Unmasked Estep 
Score: -398499.437500 Penalty: 1369.146362
	Iteration 0F: 2 clusters Score -398499.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -394796.937500 Penalty: 2738.292725
	Iteration 0F: 3 clusters Score -394796.9 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -395801.468750 Penalty: 2738.292725
	Iteration 1F: 3 clusters Score -395801.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -395990.718750 Penalty: 2738.292725
	Iteration 2F: 3 clusters Score -395990.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -396125.125000 Penalty: 2738.292725
	Iteration 3F: 3 clusters Score -396125.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -396253.718750 Penalty: 2738.292725
	Iteration 4Q: 3 clusters Score -396253.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -396397.968750 Penalty: 2738.292725
	Iteration 5Q: 3 clusters Score -396398 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -396567.531250 Penalty: 2738.292725
	Iteration 6Q: 3 clusters Score -396567.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -396756.250000 Penalty: 2738.292725
	Iteration 7F: 3 clusters Score -396756.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -396987.531250 Penalty: 2738.292725
	Iteration 8F: 3 clusters Score -396987.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -397254.718750 Penalty: 2738.292725
	Iteration 9F: 3 clusters Score -397254.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -397500.562500 Penalty: 2738.292725
	Iteration 10F: 3 clusters Score -397500.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -397749.187500 Penalty: 2738.292725
	Iteration 11F: 3 clusters Score -397749.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -397926.093750 Penalty: 2738.292725
	Iteration 12Q: 3 clusters Score -397926.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -398086.437500 Penalty: 2738.292725
	Iteration 13Q: 3 clusters Score -398086.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -398238.687500 Penalty: 2738.292725
	Iteration 14Q: 3 clusters Score -398238.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -398340.343750 Penalty: 2738.292725
	Iteration 15Q: 3 clusters Score -398340.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -398398.000000 Penalty: 2738.292725
	Iteration 16Q: 3 clusters Score -398398 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -398434.375000 Penalty: 2738.292725
	Iteration 17Q: 3 clusters Score -398434.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -398472.406250 Penalty: 2738.292725
	Iteration 18Q: 3 clusters Score -398472.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -398502.343750 Penalty: 2738.292725
	Iteration 19Q: 3 clusters Score -398502.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -398525.937500 Penalty: 2738.292725
	Iteration 20F: 3 clusters Score -398525.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -398544.156250 Penalty: 2738.292725
	Iteration 21Q: 3 clusters Score -398544.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -398561.812500 Penalty: 2738.292725
	Iteration 22Q: 3 clusters Score -398561.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -398579.156250 Penalty: 2738.292725
	Iteration 23Q: 3 clusters Score -398579.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -398601.750000 Penalty: 2738.292725
	Iteration 24Q: 3 clusters Score -398601.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -398635.531250 Penalty: 2738.292725
	Iteration 25Q: 3 clusters Score -398635.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -398658.187500 Penalty: 2738.292725
	Iteration 26Q: 3 clusters Score -398658.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -398686.000000 Penalty: 2738.292725
	Iteration 27Q: 3 clusters Score -398686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -398704.562500 Penalty: 2738.292725
	Iteration 28Q: 3 clusters Score -398704.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -398729.468750 Penalty: 2738.292725
	Iteration 29Q: 3 clusters Score -398729.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -398756.656250 Penalty: 2738.292725
	Iteration 30Q: 3 clusters Score -398756.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -398767.937500 Penalty: 2738.292725
	Iteration 31Q: 3 clusters Score -398767.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -398769.312500 Penalty: 2738.292725
	Iteration 32Q: 3 clusters Score -398769.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -398769.531250 Penalty: 2738.292725
	Iteration 33Q: 3 clusters Score -398769.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -398769.531250 Penalty: 2738.292725
	Iteration 34F: 3 clusters Score -398769.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 51457 members 
Mstep: Class 3 contains 41989 members 
Mstep: Class 4 contains 111264 members 
Mstep: Class 5 contains 7297 members 
Mstep: Class 6 contains 14932 members 
Mstep: Class 7 contains 10813 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 124580 members 
Mstep: Class 10 contains 33042 members 
Mstep: Class 11 contains 9432 members 
Mstep: Class 12 contains 40818 members 
Mstep: Class 13 contains 4379 members 
Mstep: Class 14 contains 1444 members 
Mstep: Class 15 contains 17623 members 
Mstep: Class 16 contains 21173 members 
Mstep: Class 17 contains 88213 members 
Mstep: Class 18 contains 60678 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 5676 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 61014 members 
Mstep: Class 24 contains 4540 members 
Mstep: Class 25 contains 13063 members 
Mstep: Class 26 contains 2124 members 
Mstep: Class 27 contains 819 members 
Mstep: Class 28 contains 7297 members 
Mstep: Class 29 contains 2666 members 
Mstep: Class 30 contains 70022 members 
Mstep: Class 31 contains 1658 members 
Mstep: Class 32 contains 14305 members 
Mstep: Class 33 contains 1611 members 
Mstep: Class 34 contains 1517 members 
Mstep: Class 35 contains 906 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1689 members 
Mstep: Class 38 contains 8070 members 
Mstep: Class 39 contains 5478 members 
Mstep: Class 40 contains 2823 members 
Mstep: Class 41 contains 3438 members 
Mstep: Class 42 contains 65962 members 
Mstep: Class 43 contains 8964 members 
Mstep: Class 44 contains 476 members 
Mstep: Class 45 contains 1841 members 
Mstep: Class 46 contains 3579 members 
Mstep: Class 47 contains 993 members 
Mstep: Class 48 contains 1739 members 
Entering Unmasked Estep 
Score: -84449864.000000 Penalty: 107428.984375
Splitting cluster 40 changes total score from -84445992.000000 to -84449864.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 41 (3438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Entering Unmasked Estep 
Score: -312534.968750 Penalty: 1323.179810
	Iteration 0F: 2 clusters Score -312535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -309495.687500 Penalty: 2646.359619
	Iteration 0F: 3 clusters Score -309495.7 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -310287.718750 Penalty: 2646.359619
	Iteration 1F: 3 clusters Score -310287.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -310465.156250 Penalty: 2646.359619
	Iteration 2F: 3 clusters Score -310465.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -310591.500000 Penalty: 2646.359619
	Iteration 3F: 3 clusters Score -310591.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -310674.062500 Penalty: 2646.359619
	Iteration 4Q: 3 clusters Score -310674.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -310738.406250 Penalty: 2646.359619
	Iteration 5Q: 3 clusters Score -310738.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -310792.187500 Penalty: 2646.359619
	Iteration 6Q: 3 clusters Score -310792.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -310822.875000 Penalty: 2646.359619
	Iteration 7Q: 3 clusters Score -310822.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -310849.437500 Penalty: 2646.359619
	Iteration 8Q: 3 clusters Score -310849.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -310878.906250 Penalty: 2646.359619
	Iteration 9Q: 3 clusters Score -310878.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -310900.781250 Penalty: 2646.359619
	Iteration 10Q: 3 clusters Score -310900.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -310926.875000 Penalty: 2646.359619
	Iteration 11Q: 3 clusters Score -310926.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -310955.500000 Penalty: 2646.359619
	Iteration 12Q: 3 clusters Score -310955.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -310986.656250 Penalty: 2646.359619
	Iteration 13Q: 3 clusters Score -310986.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -311011.562500 Penalty: 2646.359619
	Iteration 14Q: 3 clusters Score -311011.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -311039.781250 Penalty: 2646.359619
	Iteration 15Q: 3 clusters Score -311039.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -311058.812500 Penalty: 2646.359619
	Iteration 16Q: 3 clusters Score -311058.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -311084.937500 Penalty: 2646.359619
	Iteration 17Q: 3 clusters Score -311084.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -311112.343750 Penalty: 2646.359619
	Iteration 18Q: 3 clusters Score -311112.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -311149.781250 Penalty: 2646.359619
	Iteration 19Q: 3 clusters Score -311149.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -311208.093750 Penalty: 2646.359619
	Iteration 20F: 3 clusters Score -311208.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -311267.031250 Penalty: 2646.359619
	Iteration 21Q: 3 clusters Score -311267 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -311307.812500 Penalty: 2646.359619
	Iteration 22Q: 3 clusters Score -311307.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -311349.875000 Penalty: 2646.359619
	Iteration 23Q: 3 clusters Score -311349.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -311381.187500 Penalty: 2646.359619
	Iteration 24Q: 3 clusters Score -311381.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -311402.031250 Penalty: 2646.359619
	Iteration 25Q: 3 clusters Score -311402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -311415.718750 Penalty: 2646.359619
	Iteration 26Q: 3 clusters Score -311415.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -311425.906250 Penalty: 2646.359619
	Iteration 27Q: 3 clusters Score -311425.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -311433.781250 Penalty: 2646.359619
	Iteration 28Q: 3 clusters Score -311433.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -311441.062500 Penalty: 2646.359619
	Iteration 29Q: 3 clusters Score -311441.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -311445.937500 Penalty: 2646.359619
	Iteration 30Q: 3 clusters Score -311445.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -311449.093750 Penalty: 2646.359619
	Iteration 31Q: 3 clusters Score -311449.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -311451.156250 Penalty: 2646.359619
	Iteration 32Q: 3 clusters Score -311451.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -311455.218750 Penalty: 2646.359619
	Iteration 33Q: 3 clusters Score -311455.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -311458.750000 Penalty: 2646.359619
	Iteration 34Q: 3 clusters Score -311458.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -311463.218750 Penalty: 2646.359619
	Iteration 35Q: 3 clusters Score -311463.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -311468.812500 Penalty: 2646.359619
	Iteration 36Q: 3 clusters Score -311468.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -311473.562500 Penalty: 2646.359619
	Iteration 37Q: 3 clusters Score -311473.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -311475.031250 Penalty: 2646.359619
	Iteration 38Q: 3 clusters Score -311475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -311475.718750 Penalty: 2646.359619
	Iteration 39Q: 3 clusters Score -311475.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -311475.718750 Penalty: 2646.359619
	Iteration 40F: 3 clusters Score -311475.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 51457 members 
Mstep: Class 3 contains 41989 members 
Mstep: Class 4 contains 111264 members 
Mstep: Class 5 contains 7297 members 
Mstep: Class 6 contains 14932 members 
Mstep: Class 7 contains 10813 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 124580 members 
Mstep: Class 10 contains 33042 members 
Mstep: Class 11 contains 9432 members 
Mstep: Class 12 contains 40818 members 
Mstep: Class 13 contains 4379 members 
Mstep: Class 14 contains 1444 members 
Mstep: Class 15 contains 17623 members 
Mstep: Class 16 contains 21173 members 
Mstep: Class 17 contains 88213 members 
Mstep: Class 18 contains 60678 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 5676 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 61014 members 
Mstep: Class 24 contains 4540 members 
Mstep: Class 25 contains 13063 members 
Mstep: Class 26 contains 2124 members 
Mstep: Class 27 contains 819 members 
Mstep: Class 28 contains 7297 members 
Mstep: Class 29 contains 2666 members 
Mstep: Class 30 contains 70022 members 
Mstep: Class 31 contains 1658 members 
Mstep: Class 32 contains 14305 members 
Mstep: Class 33 contains 1611 members 
Mstep: Class 34 contains 1517 members 
Mstep: Class 35 contains 906 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1689 members 
Mstep: Class 38 contains 8070 members 
Mstep: Class 39 contains 5478 members 
Mstep: Class 40 contains 2823 members 
Mstep: Class 41 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84456920.000000 Penalty: 107428.984375
Iteration 199Q: 49 clusters Score -8.445692e+07 nChanged 11392
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 51987 members 
Mstep: Class 3 contains 42135 members 
Mstep: Class 4 contains 110564 members 
Mstep: Class 5 contains 7353 members 
Mstep: Class 6 contains 15000 members 
Mstep: Class 7 contains 10822 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 124584 members 
Mstep: Class 10 contains 32262 members 
Mstep: Class 11 contains 9273 members 
Mstep: Class 12 contains 41050 members 
Mstep: Class 13 contains 4468 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 17757 members 
Mstep: Class 16 contains 21745 members 
Mstep: Class 17 contains 89453 members 
Mstep: Class 18 contains 61223 members 
Mstep: Class 19 contains 901 members 
Mstep: Class 20 contains 5693 members 
Mstep: Class 21 contains 1620 members 
Mstep: Class 22 contains 2482 members 
Mstep: Class 23 contains 61043 members 
Mstep: Class 24 contains 4898 members 
Mstep: Class 25 contains 13134 members 
Mstep: Class 26 contains 2120 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 7300 members 
Mstep: Class 29 contains 2667 members 
Mstep: Class 30 contains 71307 members 
Mstep: Class 31 contains 1672 members 
Mstep: Class 32 contains 14554 members 
Mstep: Class 33 contains 1629 members 
Mstep: Class 34 contains 1500 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 1100 members 
Mstep: Class 37 contains 1701 members 
Mstep: Class 38 contains 8111 members 
Mstep: Class 39 contains 5489 members 
Mstep: Class 40 contains 2850 members 
Mstep: Class 41 contains 3443 members 
Mstep: Class 42 contains 62408 members 
Mstep: Class 43 contains 8506 members 
Mstep: Class 44 contains 440 members 
Mstep: Class 45 contains 1822 members 
Mstep: Class 46 contains 3366 members 
Mstep: Class 47 contains 936 members 
Mstep: Class 48 contains 1706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84462272.000000 Penalty: 107428.984375
Iteration 200F: 49 clusters Score -8.446227e+07 nChanged 9718
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 52024 members 
Mstep: Class 3 contains 42155 members 
Mstep: Class 4 contains 110243 members 
Mstep: Class 5 contains 7319 members 
Mstep: Class 6 contains 14990 members 
Mstep: Class 7 contains 10817 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 124578 members 
Mstep: Class 10 contains 31464 members 
Mstep: Class 11 contains 9133 members 
Mstep: Class 12 contains 40897 members 
Mstep: Class 13 contains 4475 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 17741 members 
Mstep: Class 16 contains 22057 members 
Mstep: Class 17 contains 89208 members 
Mstep: Class 18 contains 61211 members 
Mstep: Class 19 contains 908 members 
Mstep: Class 20 contains 5689 members 
Mstep: Class 21 contains 1613 members 
Mstep: Class 22 contains 2454 members 
Mstep: Class 23 contains 61042 members 
Mstep: Class 24 contains 5029 members 
Mstep: Class 25 contains 13132 members 
Mstep: Class 26 contains 2109 members 
Mstep: Class 27 contains 933 members 
Mstep: Class 28 contains 7294 members 
Mstep: Class 29 contains 2668 members 
Mstep: Class 30 contains 72014 members 
Mstep: Class 31 contains 1671 members 
Mstep: Class 32 contains 14470 members 
Mstep: Class 33 contains 1583 members 
Mstep: Class 34 contains 1493 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 1084 members 
Mstep: Class 37 contains 1698 members 
Mstep: Class 38 contains 8078 members 
Mstep: Class 39 contains 5477 members 
Mstep: Class 40 contains 2830 members 
Mstep: Class 41 contains 3430 members 
Mstep: Class 42 contains 62818 members 
Mstep: Class 43 contains 8621 members 
Mstep: Class 44 contains 471 members 
Mstep: Class 45 contains 1901 members 
Mstep: Class 46 contains 3544 members 
Mstep: Class 47 contains 1015 members 
Mstep: Class 48 contains 1713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464640.000000 Penalty: 107428.984375
Iteration 201Q: 49 clusters Score -8.446464e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 52053 members 
Mstep: Class 3 contains 42147 members 
Mstep: Class 4 contains 110329 members 
Mstep: Class 5 contains 7289 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 10808 members 
Mstep: Class 8 contains 1097 members 
Mstep: Class 9 contains 124577 members 
Mstep: Class 10 contains 30782 members 
Mstep: Class 11 contains 9070 members 
Mstep: Class 12 contains 40788 members 
Mstep: Class 13 contains 4478 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 17700 members 
Mstep: Class 16 contains 22314 members 
Mstep: Class 17 contains 89103 members 
Mstep: Class 18 contains 61255 members 
Mstep: Class 19 contains 910 members 
Mstep: Class 20 contains 5664 members 
Mstep: Class 21 contains 1611 members 
Mstep: Class 22 contains 2453 members 
Mstep: Class 23 contains 61043 members 
Mstep: Class 24 contains 5116 members 
Mstep: Class 25 contains 13105 members 
Mstep: Class 26 contains 2107 members 
Mstep: Class 27 contains 960 members 
Mstep: Class 28 contains 7268 members 
Mstep: Class 29 contains 2674 members 
Mstep: Class 30 contains 72605 members 
Mstep: Class 31 contains 1672 members 
Mstep: Class 32 contains 14396 members 
Mstep: Class 33 contains 1566 members 
Mstep: Class 34 contains 1491 members 
Mstep: Class 35 contains 860 members 
Mstep: Class 36 contains 1075 members 
Mstep: Class 37 contains 1703 members 
Mstep: Class 38 contains 8060 members 
Mstep: Class 39 contains 5449 members 
Mstep: Class 40 contains 2823 members 
Mstep: Class 41 contains 3421 members 
Mstep: Class 42 contains 62814 members 
Mstep: Class 43 contains 8656 members 
Mstep: Class 44 contains 503 members 
Mstep: Class 45 contains 1939 members 
Mstep: Class 46 contains 3626 members 
Mstep: Class 47 contains 1070 members 
Mstep: Class 48 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465888.000000 Penalty: 107428.984375
Iteration 202Q: 49 clusters Score -8.446589e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 52061 members 
Mstep: Class 3 contains 42129 members 
Mstep: Class 4 contains 110552 members 
Mstep: Class 5 contains 7275 members 
Mstep: Class 6 contains 14983 members 
Mstep: Class 7 contains 10801 members 
Mstep: Class 8 contains 1093 members 
Mstep: Class 9 contains 124571 members 
Mstep: Class 10 contains 30218 members 
Mstep: Class 11 contains 9045 members 
Mstep: Class 12 contains 40716 members 
Mstep: Class 13 contains 4473 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 17650 members 
Mstep: Class 16 contains 22570 members 
Mstep: Class 17 contains 89007 members 
Mstep: Class 18 contains 61281 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5614 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 2442 members 
Mstep: Class 23 contains 61042 members 
Mstep: Class 24 contains 5172 members 
Mstep: Class 25 contains 13057 members 
Mstep: Class 26 contains 2105 members 
Mstep: Class 27 contains 977 members 
Mstep: Class 28 contains 7248 members 
Mstep: Class 29 contains 2684 members 
Mstep: Class 30 contains 73042 members 
Mstep: Class 31 contains 1677 members 
Mstep: Class 32 contains 14343 members 
Mstep: Class 33 contains 1553 members 
Mstep: Class 34 contains 1486 members 
Mstep: Class 35 contains 851 members 
Mstep: Class 36 contains 1068 members 
Mstep: Class 37 contains 1708 members 
Mstep: Class 38 contains 8036 members 
Mstep: Class 39 contains 5433 members 
Mstep: Class 40 contains 2816 members 
Mstep: Class 41 contains 3416 members 
Mstep: Class 42 contains 62746 members 
Mstep: Class 43 contains 8673 members 
Mstep: Class 44 contains 563 members 
Mstep: Class 45 contains 1963 members 
Mstep: Class 46 contains 3657 members 
Mstep: Class 47 contains 1107 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84466392.000000 Penalty: 107428.984375
Iteration 203Q: 49 clusters Score -8.446639e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 52066 members 
Mstep: Class 3 contains 42113 members 
Mstep: Class 4 contains 110850 members 
Mstep: Class 5 contains 7263 members 
Mstep: Class 6 contains 14980 members 
Mstep: Class 7 contains 10792 members 
Mstep: Class 8 contains 1093 members 
Mstep: Class 9 contains 124556 members 
Mstep: Class 10 contains 29703 members 
Mstep: Class 11 contains 9027 members 
Mstep: Class 12 contains 40656 members 
Mstep: Class 13 contains 4467 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 17614 members 
Mstep: Class 16 contains 22786 members 
Mstep: Class 17 contains 88910 members 
Mstep: Class 18 contains 61273 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5567 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2446 members 
Mstep: Class 23 contains 61037 members 
Mstep: Class 24 contains 5204 members 
Mstep: Class 25 contains 13021 members 
Mstep: Class 26 contains 2112 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 7229 members 
Mstep: Class 29 contains 2691 members 
Mstep: Class 30 contains 73372 members 
Mstep: Class 31 contains 1678 members 
Mstep: Class 32 contains 14300 members 
Mstep: Class 33 contains 1543 members 
Mstep: Class 34 contains 1480 members 
Mstep: Class 35 contains 843 members 
Mstep: Class 36 contains 1067 members 
Mstep: Class 37 contains 1710 members 
Mstep: Class 38 contains 8024 members 
Mstep: Class 39 contains 5412 members 
Mstep: Class 40 contains 2810 members 
Mstep: Class 41 contains 3409 members 
Mstep: Class 42 contains 62717 members 
Mstep: Class 43 contains 8685 members 
Mstep: Class 44 contains 583 members 
Mstep: Class 45 contains 1990 members 
Mstep: Class 46 contains 3683 members 
Mstep: Class 47 contains 1139 members 
Mstep: Class 48 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84466968.000000 Penalty: 107428.984375
Iteration 204Q: 49 clusters Score -8.446697e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 52076 members 
Mstep: Class 3 contains 42082 members 
Mstep: Class 4 contains 111113 members 
Mstep: Class 5 contains 7252 members 
Mstep: Class 6 contains 14967 members 
Mstep: Class 7 contains 10791 members 
Mstep: Class 8 contains 1091 members 
Mstep: Class 9 contains 124550 members 
Mstep: Class 10 contains 29253 members 
Mstep: Class 11 contains 9015 members 
Mstep: Class 12 contains 40602 members 
Mstep: Class 13 contains 4455 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 17602 members 
Mstep: Class 16 contains 22974 members 
Mstep: Class 17 contains 88816 members 
Mstep: Class 18 contains 61255 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5543 members 
Mstep: Class 21 contains 1607 members 
Mstep: Class 22 contains 2451 members 
Mstep: Class 23 contains 61045 members 
Mstep: Class 24 contains 5242 members 
Mstep: Class 25 contains 12997 members 
Mstep: Class 26 contains 2120 members 
Mstep: Class 27 contains 994 members 
Mstep: Class 28 contains 7207 members 
Mstep: Class 29 contains 2699 members 
Mstep: Class 30 contains 73595 members 
Mstep: Class 31 contains 1682 members 
Mstep: Class 32 contains 14261 members 
Mstep: Class 33 contains 1536 members 
Mstep: Class 34 contains 1478 members 
Mstep: Class 35 contains 836 members 
Mstep: Class 36 contains 1067 members 
Mstep: Class 37 contains 1712 members 
Mstep: Class 38 contains 8013 members 
Mstep: Class 39 contains 5392 members 
Mstep: Class 40 contains 2808 members 
Mstep: Class 41 contains 3402 members 
Mstep: Class 42 contains 62758 members 
Mstep: Class 43 contains 8687 members 
Mstep: Class 44 contains 587 members 
Mstep: Class 45 contains 2003 members 
Mstep: Class 46 contains 3697 members 
Mstep: Class 47 contains 1164 members 
Mstep: Class 48 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467312.000000 Penalty: 107428.984375
Iteration 205Q: 49 clusters Score -8.446731e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 52080 members 
Mstep: Class 3 contains 42052 members 
Mstep: Class 4 contains 111471 members 
Mstep: Class 5 contains 7238 members 
Mstep: Class 6 contains 14962 members 
Mstep: Class 7 contains 10779 members 
Mstep: Class 8 contains 1086 members 
Mstep: Class 9 contains 124541 members 
Mstep: Class 10 contains 28802 members 
Mstep: Class 11 contains 9001 members 
Mstep: Class 12 contains 40561 members 
Mstep: Class 13 contains 4446 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 17603 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 88705 members 
Mstep: Class 18 contains 61230 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5510 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2458 members 
Mstep: Class 23 contains 61039 members 
Mstep: Class 24 contains 5279 members 
Mstep: Class 25 contains 12977 members 
Mstep: Class 26 contains 2123 members 
Mstep: Class 27 contains 1001 members 
Mstep: Class 28 contains 7198 members 
Mstep: Class 29 contains 2706 members 
Mstep: Class 30 contains 73813 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14239 members 
Mstep: Class 33 contains 1530 members 
Mstep: Class 34 contains 1477 members 
Mstep: Class 35 contains 833 members 
Mstep: Class 36 contains 1067 members 
Mstep: Class 37 contains 1713 members 
Mstep: Class 38 contains 7995 members 
Mstep: Class 39 contains 5373 members 
Mstep: Class 40 contains 2804 members 
Mstep: Class 41 contains 3398 members 
Mstep: Class 42 contains 62750 members 
Mstep: Class 43 contains 8691 members 
Mstep: Class 44 contains 588 members 
Mstep: Class 45 contains 2017 members 
Mstep: Class 46 contains 3710 members 
Mstep: Class 47 contains 1192 members 
Mstep: Class 48 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467504.000000 Penalty: 107428.984375
Iteration 206Q: 49 clusters Score -8.44675e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 52079 members 
Mstep: Class 3 contains 42013 members 
Mstep: Class 4 contains 111811 members 
Mstep: Class 5 contains 7231 members 
Mstep: Class 6 contains 14955 members 
Mstep: Class 7 contains 10762 members 
Mstep: Class 8 contains 1083 members 
Mstep: Class 9 contains 124535 members 
Mstep: Class 10 contains 28417 members 
Mstep: Class 11 contains 8994 members 
Mstep: Class 12 contains 40530 members 
Mstep: Class 13 contains 4449 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 17597 members 
Mstep: Class 16 contains 23234 members 
Mstep: Class 17 contains 88598 members 
Mstep: Class 18 contains 61216 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5479 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2457 members 
Mstep: Class 23 contains 61027 members 
Mstep: Class 24 contains 5297 members 
Mstep: Class 25 contains 12965 members 
Mstep: Class 26 contains 2123 members 
Mstep: Class 27 contains 1010 members 
Mstep: Class 28 contains 7187 members 
Mstep: Class 29 contains 2713 members 
Mstep: Class 30 contains 73995 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14229 members 
Mstep: Class 33 contains 1524 members 
Mstep: Class 34 contains 1477 members 
Mstep: Class 35 contains 829 members 
Mstep: Class 36 contains 1065 members 
Mstep: Class 37 contains 1716 members 
Mstep: Class 38 contains 7980 members 
Mstep: Class 39 contains 5350 members 
Mstep: Class 40 contains 2801 members 
Mstep: Class 41 contains 3396 members 
Mstep: Class 42 contains 62742 members 
Mstep: Class 43 contains 8700 members 
Mstep: Class 44 contains 589 members 
Mstep: Class 45 contains 2027 members 
Mstep: Class 46 contains 3728 members 
Mstep: Class 47 contains 1215 members 
Mstep: Class 48 contains 1696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467736.000000 Penalty: 107428.984375
Iteration 207Q: 49 clusters Score -8.446774e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 52080 members 
Mstep: Class 3 contains 41981 members 
Mstep: Class 4 contains 112152 members 
Mstep: Class 5 contains 7224 members 
Mstep: Class 6 contains 14945 members 
Mstep: Class 7 contains 10753 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 124515 members 
Mstep: Class 10 contains 28089 members 
Mstep: Class 11 contains 8985 members 
Mstep: Class 12 contains 40503 members 
Mstep: Class 13 contains 4452 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 15 contains 17590 members 
Mstep: Class 16 contains 23324 members 
Mstep: Class 17 contains 88477 members 
Mstep: Class 18 contains 61224 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5454 members 
Mstep: Class 21 contains 1607 members 
Mstep: Class 22 contains 2461 members 
Mstep: Class 23 contains 61024 members 
Mstep: Class 24 contains 5304 members 
Mstep: Class 25 contains 12960 members 
Mstep: Class 26 contains 2124 members 
Mstep: Class 27 contains 1016 members 
Mstep: Class 28 contains 7176 members 
Mstep: Class 29 contains 2716 members 
Mstep: Class 30 contains 74122 members 
Mstep: Class 31 contains 1681 members 
Mstep: Class 32 contains 14219 members 
Mstep: Class 33 contains 1520 members 
Mstep: Class 34 contains 1476 members 
Mstep: Class 35 contains 827 members 
Mstep: Class 36 contains 1064 members 
Mstep: Class 37 contains 1716 members 
Mstep: Class 38 contains 7970 members 
Mstep: Class 39 contains 5328 members 
Mstep: Class 40 contains 2795 members 
Mstep: Class 41 contains 3395 members 
Mstep: Class 42 contains 62769 members 
Mstep: Class 43 contains 8705 members 
Mstep: Class 44 contains 590 members 
Mstep: Class 45 contains 2031 members 
Mstep: Class 46 contains 3740 members 
Mstep: Class 47 contains 1232 members 
Mstep: Class 48 contains 1695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467864.000000 Penalty: 107428.984375
Iteration 208Q: 49 clusters Score -8.446786e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 52086 members 
Mstep: Class 3 contains 41953 members 
Mstep: Class 4 contains 112509 members 
Mstep: Class 5 contains 7226 members 
Mstep: Class 6 contains 14943 members 
Mstep: Class 7 contains 10748 members 
Mstep: Class 8 contains 1077 members 
Mstep: Class 9 contains 124510 members 
Mstep: Class 10 contains 27768 members 
Mstep: Class 11 contains 8975 members 
Mstep: Class 12 contains 40477 members 
Mstep: Class 13 contains 4452 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 17602 members 
Mstep: Class 16 contains 23394 members 
Mstep: Class 17 contains 88348 members 
Mstep: Class 18 contains 61224 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5435 members 
Mstep: Class 21 contains 1606 members 
Mstep: Class 22 contains 2460 members 
Mstep: Class 23 contains 61018 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 12945 members 
Mstep: Class 26 contains 2126 members 
Mstep: Class 27 contains 1022 members 
Mstep: Class 28 contains 7174 members 
Mstep: Class 29 contains 2719 members 
Mstep: Class 30 contains 74208 members 
Mstep: Class 31 contains 1679 members 
Mstep: Class 32 contains 14219 members 
Mstep: Class 33 contains 1517 members 
Mstep: Class 34 contains 1473 members 
Mstep: Class 35 contains 825 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 1715 members 
Mstep: Class 38 contains 7958 members 
Mstep: Class 39 contains 5305 members 
Mstep: Class 40 contains 2794 members 
Mstep: Class 41 contains 3394 members 
Mstep: Class 42 contains 62806 members 
Mstep: Class 43 contains 8706 members 
Mstep: Class 44 contains 589 members 
Mstep: Class 45 contains 2033 members 
Mstep: Class 46 contains 3756 members 
Mstep: Class 47 contains 1242 members 
Mstep: Class 48 contains 1693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467928.000000 Penalty: 107428.984375
Iteration 209Q: 49 clusters Score -8.446793e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 52090 members 
Mstep: Class 3 contains 41926 members 
Mstep: Class 4 contains 112863 members 
Mstep: Class 5 contains 7223 members 
Mstep: Class 6 contains 14936 members 
Mstep: Class 7 contains 10745 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124497 members 
Mstep: Class 10 contains 27442 members 
Mstep: Class 11 contains 8968 members 
Mstep: Class 12 contains 40457 members 
Mstep: Class 13 contains 4452 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 17613 members 
Mstep: Class 16 contains 23481 members 
Mstep: Class 17 contains 88239 members 
Mstep: Class 18 contains 61215 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5416 members 
Mstep: Class 21 contains 1606 members 
Mstep: Class 22 contains 2461 members 
Mstep: Class 23 contains 61010 members 
Mstep: Class 24 contains 5310 members 
Mstep: Class 25 contains 12945 members 
Mstep: Class 26 contains 2127 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 7169 members 
Mstep: Class 29 contains 2721 members 
Mstep: Class 30 contains 74276 members 
Mstep: Class 31 contains 1679 members 
Mstep: Class 32 contains 14210 members 
Mstep: Class 33 contains 1516 members 
Mstep: Class 34 contains 1470 members 
Mstep: Class 35 contains 825 members 
Mstep: Class 36 contains 1062 members 
Mstep: Class 37 contains 1713 members 
Mstep: Class 38 contains 7950 members 
Mstep: Class 39 contains 5290 members 
Mstep: Class 40 contains 2795 members 
Mstep: Class 41 contains 3393 members 
Mstep: Class 42 contains 62861 members 
Mstep: Class 43 contains 8707 members 
Mstep: Class 44 contains 589 members 
Mstep: Class 45 contains 2034 members 
Mstep: Class 46 contains 3761 members 
Mstep: Class 47 contains 1250 members 
Mstep: Class 48 contains 1692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468096.000000 Penalty: 107428.984375
Iteration 210Q: 49 clusters Score -8.44681e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 52089 members 
Mstep: Class 3 contains 41898 members 
Mstep: Class 4 contains 113165 members 
Mstep: Class 5 contains 7227 members 
Mstep: Class 6 contains 14926 members 
Mstep: Class 7 contains 10741 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 124486 members 
Mstep: Class 10 contains 27206 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 40442 members 
Mstep: Class 13 contains 4451 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 17621 members 
Mstep: Class 16 contains 23552 members 
Mstep: Class 17 contains 88117 members 
Mstep: Class 18 contains 61207 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5391 members 
Mstep: Class 21 contains 1607 members 
Mstep: Class 22 contains 2462 members 
Mstep: Class 23 contains 61011 members 
Mstep: Class 24 contains 5303 members 
Mstep: Class 25 contains 12940 members 
Mstep: Class 26 contains 2127 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 7167 members 
Mstep: Class 29 contains 2723 members 
Mstep: Class 30 contains 74311 members 
Mstep: Class 31 contains 1678 members 
Mstep: Class 32 contains 14210 members 
Mstep: Class 33 contains 1516 members 
Mstep: Class 34 contains 1470 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 1061 members 
Mstep: Class 37 contains 1709 members 
Mstep: Class 38 contains 7942 members 
Mstep: Class 39 contains 5273 members 
Mstep: Class 40 contains 2796 members 
Mstep: Class 41 contains 3392 members 
Mstep: Class 42 contains 62917 members 
Mstep: Class 43 contains 8718 members 
Mstep: Class 44 contains 589 members 
Mstep: Class 45 contains 2036 members 
Mstep: Class 46 contains 3778 members 
Mstep: Class 47 contains 1254 members 
Mstep: Class 48 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468424.000000 Penalty: 107428.984375
Iteration 211Q: 49 clusters Score -8.446842e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 52093 members 
Mstep: Class 3 contains 41879 members 
Mstep: Class 4 contains 113432 members 
Mstep: Class 5 contains 7231 members 
Mstep: Class 6 contains 14927 members 
Mstep: Class 7 contains 10741 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 124470 members 
Mstep: Class 10 contains 27014 members 
Mstep: Class 11 contains 8959 members 
Mstep: Class 12 contains 40429 members 
Mstep: Class 13 contains 4446 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 17625 members 
Mstep: Class 16 contains 23596 members 
Mstep: Class 17 contains 88016 members 
Mstep: Class 18 contains 61191 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5368 members 
Mstep: Class 21 contains 1607 members 
Mstep: Class 22 contains 2461 members 
Mstep: Class 23 contains 61012 members 
Mstep: Class 24 contains 5297 members 
Mstep: Class 25 contains 12918 members 
Mstep: Class 26 contains 2128 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 7163 members 
Mstep: Class 29 contains 2723 members 
Mstep: Class 30 contains 74312 members 
Mstep: Class 31 contains 1679 members 
Mstep: Class 32 contains 14209 members 
Mstep: Class 33 contains 1516 members 
Mstep: Class 34 contains 1469 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 1061 members 
Mstep: Class 37 contains 1710 members 
Mstep: Class 38 contains 7933 members 
Mstep: Class 39 contains 5271 members 
Mstep: Class 40 contains 2794 members 
Mstep: Class 41 contains 3392 members 
Mstep: Class 42 contains 62991 members 
Mstep: Class 43 contains 8716 members 
Mstep: Class 44 contains 589 members 
Mstep: Class 45 contains 2041 members 
Mstep: Class 46 contains 3801 members 
Mstep: Class 47 contains 1255 members 
Mstep: Class 48 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468480.000000 Penalty: 107428.984375
Iteration 212Q: 49 clusters Score -8.446848e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 52093 members 
Mstep: Class 3 contains 41867 members 
Mstep: Class 4 contains 113686 members 
Mstep: Class 5 contains 7232 members 
Mstep: Class 6 contains 14925 members 
Mstep: Class 7 contains 10742 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 124456 members 
Mstep: Class 10 contains 26829 members 
Mstep: Class 11 contains 8957 members 
Mstep: Class 12 contains 40422 members 
Mstep: Class 13 contains 4444 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 17627 members 
Mstep: Class 16 contains 23645 members 
Mstep: Class 17 contains 87924 members 
Mstep: Class 18 contains 61182 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5340 members 
Mstep: Class 21 contains 1607 members 
Mstep: Class 22 contains 2461 members 
Mstep: Class 23 contains 61012 members 
Mstep: Class 24 contains 5294 members 
Mstep: Class 25 contains 12918 members 
Mstep: Class 26 contains 2130 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 7161 members 
Mstep: Class 29 contains 2726 members 
Mstep: Class 30 contains 74304 members 
Mstep: Class 31 contains 1679 members 
Mstep: Class 32 contains 14213 members 
Mstep: Class 33 contains 1515 members 
Mstep: Class 34 contains 1469 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 1061 members 
Mstep: Class 37 contains 1709 members 
Mstep: Class 38 contains 7921 members 
Mstep: Class 39 contains 5260 members 
Mstep: Class 40 contains 2795 members 
Mstep: Class 41 contains 3393 members 
Mstep: Class 42 contains 63039 members 
Mstep: Class 43 contains 8718 members 
Mstep: Class 44 contains 589 members 
Mstep: Class 45 contains 2043 members 
Mstep: Class 46 contains 3815 members 
Mstep: Class 47 contains 1260 members 
Mstep: Class 48 contains 1689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468664.000000 Penalty: 107428.984375
Iteration 213Q: 49 clusters Score -8.446866e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 52093 members 
Mstep: Class 3 contains 41853 members 
Mstep: Class 4 contains 113895 members 
Mstep: Class 5 contains 7233 members 
Mstep: Class 6 contains 14922 members 
Mstep: Class 7 contains 10752 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 124447 members 
Mstep: Class 10 contains 26682 members 
Mstep: Class 11 contains 8955 members 
Mstep: Class 12 contains 40413 members 
Mstep: Class 13 contains 4446 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 17625 members 
Mstep: Class 16 contains 23674 members 
Mstep: Class 17 contains 87833 members 
Mstep: Class 18 contains 61178 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5327 members 
Mstep: Class 21 contains 1607 members 
Mstep: Class 22 contains 2462 members 
Mstep: Class 23 contains 61014 members 
Mstep: Class 24 contains 5293 members 
Mstep: Class 25 contains 12906 members 
Mstep: Class 26 contains 2132 members 
Mstep: Class 27 contains 1031 members 
Mstep: Class 28 contains 7163 members 
Mstep: Class 29 contains 2727 members 
Mstep: Class 30 contains 74296 members 
Mstep: Class 31 contains 1678 members 
Mstep: Class 32 contains 14217 members 
Mstep: Class 33 contains 1515 members 
Mstep: Class 34 contains 1469 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 1061 members 
Mstep: Class 37 contains 1710 members 
Mstep: Class 38 contains 7910 members 
Mstep: Class 39 contains 5249 members 
Mstep: Class 40 contains 2795 members 
Mstep: Class 41 contains 3396 members 
Mstep: Class 42 contains 63085 members 
Mstep: Class 43 contains 8719 members 
Mstep: Class 44 contains 589 members 
Mstep: Class 45 contains 2044 members 
Mstep: Class 46 contains 3826 members 
Mstep: Class 47 contains 1264 members 
Mstep: Class 48 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468552.000000 Penalty: 107428.984375
Iteration 214Q: 49 clusters Score -8.446855e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 52092 members 
Mstep: Class 3 contains 41834 members 
Mstep: Class 4 contains 114095 members 
Mstep: Class 5 contains 7232 members 
Mstep: Class 6 contains 14921 members 
Mstep: Class 7 contains 10757 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 124446 members 
Mstep: Class 10 contains 26583 members 
Mstep: Class 11 contains 8955 members 
Mstep: Class 12 contains 40406 members 
Mstep: Class 13 contains 4444 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 17618 members 
Mstep: Class 16 contains 23694 members 
Mstep: Class 17 contains 87733 members 
Mstep: Class 18 contains 61174 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5320 members 
Mstep: Class 21 contains 1607 members 
Mstep: Class 22 contains 2461 members 
Mstep: Class 23 contains 61011 members 
Mstep: Class 24 contains 5291 members 
Mstep: Class 25 contains 12900 members 
Mstep: Class 26 contains 2134 members 
Mstep: Class 27 contains 1031 members 
Mstep: Class 28 contains 7162 members 
Mstep: Class 29 contains 2729 members 
Mstep: Class 30 contains 74276 members 
Mstep: Class 31 contains 1679 members 
Mstep: Class 32 contains 14220 members 
Mstep: Class 33 contains 1515 members 
Mstep: Class 34 contains 1469 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 1061 members 
Mstep: Class 37 contains 1710 members 
Mstep: Class 38 contains 7900 members 
Mstep: Class 39 contains 5236 members 
Mstep: Class 40 contains 2795 members 
Mstep: Class 41 contains 3396 members 
Mstep: Class 42 contains 63128 members 
Mstep: Class 43 contains 8719 members 
Mstep: Class 44 contains 589 members 
Mstep: Class 45 contains 2044 members 
Mstep: Class 46 contains 3838 members 
Mstep: Class 47 contains 1272 members 
Mstep: Class 48 contains 1686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468624.000000 Penalty: 107428.984375
Iteration 215Q: 49 clusters Score -8.446862e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 52088 members 
Mstep: Class 3 contains 41817 members 
Mstep: Class 4 contains 114224 members 
Mstep: Class 5 contains 7236 members 
Mstep: Class 6 contains 14922 members 
Mstep: Class 7 contains 10756 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 124432 members 
Mstep: Class 10 contains 26515 members 
Mstep: Class 11 contains 8956 members 
Mstep: Class 12 contains 40393 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 17621 members 
Mstep: Class 16 contains 23715 members 
Mstep: Class 17 contains 87631 members 
Mstep: Class 18 contains 61179 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5302 members 
Mstep: Class 21 contains 1607 members 
Mstep: Class 22 contains 2460 members 
Mstep: Class 23 contains 61013 members 
Mstep: Class 24 contains 5294 members 
Mstep: Class 25 contains 12908 members 
Mstep: Class 26 contains 2135 members 
Mstep: Class 27 contains 1031 members 
Mstep: Class 28 contains 7164 members 
Mstep: Class 29 contains 2730 members 
Mstep: Class 30 contains 74261 members 
Mstep: Class 31 contains 1679 members 
Mstep: Class 32 contains 14229 members 
Mstep: Class 33 contains 1513 members 
Mstep: Class 34 contains 1469 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 1061 members 
Mstep: Class 37 contains 1710 members 
Mstep: Class 38 contains 7887 members 
Mstep: Class 39 contains 5227 members 
Mstep: Class 40 contains 2795 members 
Mstep: Class 41 contains 3397 members 
Mstep: Class 42 contains 63185 members 
Mstep: Class 43 contains 8721 members 
Mstep: Class 44 contains 589 members 
Mstep: Class 45 contains 2044 members 
Mstep: Class 46 contains 3848 members 
Mstep: Class 47 contains 1278 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468672.000000 Penalty: 107428.984375
Iteration 216Q: 49 clusters Score -8.446867e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 52087 members 
Mstep: Class 3 contains 41807 members 
Mstep: Class 4 contains 114327 members 
Mstep: Class 5 contains 7237 members 
Mstep: Class 6 contains 14923 members 
Mstep: Class 7 contains 10760 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 124419 members 
Mstep: Class 10 contains 26487 members 
Mstep: Class 11 contains 8954 members 
Mstep: Class 12 contains 40379 members 
Mstep: Class 13 contains 4446 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 17621 members 
Mstep: Class 16 contains 23746 members 
Mstep: Class 17 contains 87538 members 
Mstep: Class 18 contains 61181 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5281 members 
Mstep: Class 21 contains 1607 members 
Mstep: Class 22 contains 2459 members 
Mstep: Class 23 contains 61014 members 
Mstep: Class 24 contains 5291 members 
Mstep: Class 25 contains 12908 members 
Mstep: Class 26 contains 2135 members 
Mstep: Class 27 contains 1031 members 
Mstep: Class 28 contains 7162 members 
Mstep: Class 29 contains 2729 members 
Mstep: Class 30 contains 74246 members 
Mstep: Class 31 contains 1679 members 
Mstep: Class 32 contains 14234 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1467 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 1061 members 
Mstep: Class 37 contains 1710 members 
Mstep: Class 38 contains 7878 members 
Mstep: Class 39 contains 5215 members 
Mstep: Class 40 contains 2795 members 
Mstep: Class 41 contains 3398 members 
Mstep: Class 42 contains 63238 members 
Mstep: Class 43 contains 8725 members 
Mstep: Class 44 contains 589 members 
Mstep: Class 45 contains 2044 members 
Mstep: Class 46 contains 3854 members 
Mstep: Class 47 contains 1280 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468776.000000 Penalty: 107428.984375
Iteration 217Q: 49 clusters Score -8.446878e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 52085 members 
Mstep: Class 3 contains 41794 members 
Mstep: Class 4 contains 114404 members 
Mstep: Class 5 contains 7239 members 
Mstep: Class 6 contains 14922 members 
Mstep: Class 7 contains 10767 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 124409 members 
Mstep: Class 10 contains 26461 members 
Mstep: Class 11 contains 8955 members 
Mstep: Class 12 contains 40372 members 
Mstep: Class 13 contains 4452 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 17616 members 
Mstep: Class 16 contains 23764 members 
Mstep: Class 17 contains 87445 members 
Mstep: Class 18 contains 61183 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5269 members 
Mstep: Class 21 contains 1607 members 
Mstep: Class 22 contains 2456 members 
Mstep: Class 23 contains 61017 members 
Mstep: Class 24 contains 5290 members 
Mstep: Class 25 contains 12917 members 
Mstep: Class 26 contains 2135 members 
Mstep: Class 27 contains 1031 members 
Mstep: Class 28 contains 7162 members 
Mstep: Class 29 contains 2729 members 
Mstep: Class 30 contains 74242 members 
Mstep: Class 31 contains 1679 members 
Mstep: Class 32 contains 14235 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1465 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 1061 members 
Mstep: Class 37 contains 1710 members 
Mstep: Class 38 contains 7875 members 
Mstep: Class 39 contains 5206 members 
Mstep: Class 40 contains 2794 members 
Mstep: Class 41 contains 3399 members 
Mstep: Class 42 contains 63286 members 
Mstep: Class 43 contains 8726 members 
Mstep: Class 44 contains 589 members 
Mstep: Class 45 contains 2044 members 
Mstep: Class 46 contains 3859 members 
Mstep: Class 47 contains 1283 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468744.000000 Penalty: 107428.984375
Iteration 218Q: 49 clusters Score -8.446874e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 52085 members 
Mstep: Class 3 contains 41782 members 
Mstep: Class 4 contains 114496 members 
Mstep: Class 5 contains 7240 members 
Mstep: Class 6 contains 14923 members 
Mstep: Class 7 contains 10768 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 124402 members 
Mstep: Class 10 contains 26415 members 
Mstep: Class 11 contains 8950 members 
Mstep: Class 12 contains 40356 members 
Mstep: Class 13 contains 4454 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 17619 members 
Mstep: Class 16 contains 23780 members 
Mstep: Class 17 contains 87387 members 
Mstep: Class 18 contains 61182 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5256 members 
Mstep: Class 21 contains 1607 members 
Mstep: Class 22 contains 2456 members 
Mstep: Class 23 contains 61019 members 
Mstep: Class 24 contains 5290 members 
Mstep: Class 25 contains 12915 members 
Mstep: Class 26 contains 2135 members 
Mstep: Class 27 contains 1031 members 
Mstep: Class 28 contains 7161 members 
Mstep: Class 29 contains 2729 members 
Mstep: Class 30 contains 74230 members 
Mstep: Class 31 contains 1679 members 
Mstep: Class 32 contains 14236 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1463 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 1061 members 
Mstep: Class 37 contains 1710 members 
Mstep: Class 38 contains 7867 members 
Mstep: Class 39 contains 5202 members 
Mstep: Class 40 contains 2794 members 
Mstep: Class 41 contains 3401 members 
Mstep: Class 42 contains 63328 members 
Mstep: Class 43 contains 8731 members 
Mstep: Class 44 contains 589 members 
Mstep: Class 45 contains 2045 members 
Mstep: Class 46 contains 3868 members 
Mstep: Class 47 contains 1284 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468672.000000 Penalty: 107428.984375
Iteration 219Q: 49 clusters Score -8.446867e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 52089 members 
Mstep: Class 3 contains 41768 members 
Mstep: Class 4 contains 114604 members 
Mstep: Class 5 contains 7244 members 
Mstep: Class 6 contains 14922 members 
Mstep: Class 7 contains 10773 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 124388 members 
Mstep: Class 10 contains 26367 members 
Mstep: Class 11 contains 8949 members 
Mstep: Class 12 contains 40345 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 17623 members 
Mstep: Class 16 contains 23800 members 
Mstep: Class 17 contains 87327 members 
Mstep: Class 18 contains 61183 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5246 members 
Mstep: Class 21 contains 1607 members 
Mstep: Class 22 contains 2455 members 
Mstep: Class 23 contains 61020 members 
Mstep: Class 24 contains 5292 members 
Mstep: Class 25 contains 12910 members 
Mstep: Class 26 contains 2135 members 
Mstep: Class 27 contains 1031 members 
Mstep: Class 28 contains 7161 members 
Mstep: Class 29 contains 2729 members 
Mstep: Class 30 contains 74213 members 
Mstep: Class 31 contains 1679 members 
Mstep: Class 32 contains 14238 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1464 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 1061 members 
Mstep: Class 37 contains 1710 members 
Mstep: Class 38 contains 7860 members 
Mstep: Class 39 contains 5202 members 
Mstep: Class 40 contains 2794 members 
Mstep: Class 41 contains 3402 members 
Mstep: Class 42 contains 63352 members 
Mstep: Class 43 contains 8728 members 
Mstep: Class 44 contains 589 members 
Mstep: Class 45 contains 2045 members 
Mstep: Class 46 contains 3876 members 
Mstep: Class 47 contains 1286 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468928.000000 Penalty: 107428.984375
Iteration 220F: 49 clusters Score -8.446893e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 52092 members 
Mstep: Class 3 contains 41758 members 
Mstep: Class 4 contains 114681 members 
Mstep: Class 5 contains 7250 members 
Mstep: Class 6 contains 14922 members 
Mstep: Class 7 contains 10776 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 124378 members 
Mstep: Class 10 contains 26335 members 
Mstep: Class 11 contains 8945 members 
Mstep: Class 12 contains 40340 members 
Mstep: Class 13 contains 4455 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 17577 members 
Mstep: Class 16 contains 23833 members 
Mstep: Class 17 contains 87265 members 
Mstep: Class 18 contains 61186 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5225 members 
Mstep: Class 21 contains 1607 members 
Mstep: Class 22 contains 2454 members 
Mstep: Class 23 contains 61022 members 
Mstep: Class 24 contains 5292 members 
Mstep: Class 25 contains 12910 members 
Mstep: Class 26 contains 2136 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7161 members 
Mstep: Class 29 contains 2729 members 
Mstep: Class 30 contains 74202 members 
Mstep: Class 31 contains 1679 members 
Mstep: Class 32 contains 14240 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1464 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 1061 members 
Mstep: Class 37 contains 1710 members 
Mstep: Class 38 contains 7853 members 
Mstep: Class 39 contains 5201 members 
Mstep: Class 40 contains 2795 members 
Mstep: Class 41 contains 3402 members 
Mstep: Class 42 contains 63374 members 
Mstep: Class 43 contains 8729 members 
Mstep: Class 44 contains 637 members 
Mstep: Class 45 contains 2045 members 
Mstep: Class 46 contains 3879 members 
Mstep: Class 47 contains 1289 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468920.000000 Penalty: 107428.984375
Iteration 221Q: 49 clusters Score -8.446892e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 52092 members 
Mstep: Class 3 contains 41746 members 
Mstep: Class 4 contains 114737 members 
Mstep: Class 5 contains 7252 members 
Mstep: Class 6 contains 14922 members 
Mstep: Class 7 contains 10776 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 124367 members 
Mstep: Class 10 contains 26326 members 
Mstep: Class 11 contains 8938 members 
Mstep: Class 12 contains 40334 members 
Mstep: Class 13 contains 4455 members 
Mstep: Class 14 contains 1454 members 
Mstep: Class 15 contains 17567 members 
Mstep: Class 16 contains 23866 members 
Mstep: Class 17 contains 87221 members 
Mstep: Class 18 contains 61183 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5205 members 
Mstep: Class 21 contains 1607 members 
Mstep: Class 22 contains 2456 members 
Mstep: Class 23 contains 61013 members 
Mstep: Class 24 contains 5288 members 
Mstep: Class 25 contains 12910 members 
Mstep: Class 26 contains 2136 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7161 members 
Mstep: Class 29 contains 2729 members 
Mstep: Class 30 contains 74191 members 
Mstep: Class 31 contains 1679 members 
Mstep: Class 32 contains 14242 members 
Mstep: Class 33 contains 1512 members 
Mstep: Class 34 contains 1464 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 1060 members 
Mstep: Class 37 contains 1709 members 
Mstep: Class 38 contains 7845 members 
Mstep: Class 39 contains 5199 members 
Mstep: Class 40 contains 2797 members 
Mstep: Class 41 contains 3403 members 
Mstep: Class 42 contains 63396 members 
Mstep: Class 43 contains 8735 members 
Mstep: Class 44 contains 649 members 
Mstep: Class 45 contains 2045 members 
Mstep: Class 46 contains 3889 members 
Mstep: Class 47 contains 1292 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469056.000000 Penalty: 107428.984375
Iteration 222Q: 49 clusters Score -8.446906e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 52095 members 
Mstep: Class 3 contains 41738 members 
Mstep: Class 4 contains 114772 members 
Mstep: Class 5 contains 7254 members 
Mstep: Class 6 contains 14921 members 
Mstep: Class 7 contains 10775 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 124358 members 
Mstep: Class 10 contains 26326 members 
Mstep: Class 11 contains 8930 members 
Mstep: Class 12 contains 40328 members 
Mstep: Class 13 contains 4457 members 
Mstep: Class 14 contains 1454 members 
Mstep: Class 15 contains 17562 members 
Mstep: Class 16 contains 23888 members 
Mstep: Class 17 contains 87177 members 
Mstep: Class 18 contains 61180 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5196 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2456 members 
Mstep: Class 23 contains 61003 members 
Mstep: Class 24 contains 5285 members 
Mstep: Class 25 contains 12910 members 
Mstep: Class 26 contains 2137 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7161 members 
Mstep: Class 29 contains 2730 members 
Mstep: Class 30 contains 74185 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14248 members 
Mstep: Class 33 contains 1512 members 
Mstep: Class 34 contains 1464 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1710 members 
Mstep: Class 38 contains 7839 members 
Mstep: Class 39 contains 5198 members 
Mstep: Class 40 contains 2798 members 
Mstep: Class 41 contains 3402 members 
Mstep: Class 42 contains 63420 members 
Mstep: Class 43 contains 8740 members 
Mstep: Class 44 contains 655 members 
Mstep: Class 45 contains 2045 members 
Mstep: Class 46 contains 3898 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469088.000000 Penalty: 107428.984375
Iteration 223Q: 49 clusters Score -8.446909e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 52095 members 
Mstep: Class 3 contains 41734 members 
Mstep: Class 4 contains 114821 members 
Mstep: Class 5 contains 7259 members 
Mstep: Class 6 contains 14920 members 
Mstep: Class 7 contains 10778 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 124354 members 
Mstep: Class 10 contains 26318 members 
Mstep: Class 11 contains 8925 members 
Mstep: Class 12 contains 40322 members 
Mstep: Class 13 contains 4460 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 17541 members 
Mstep: Class 16 contains 23908 members 
Mstep: Class 17 contains 87119 members 
Mstep: Class 18 contains 61177 members 
Mstep: Class 19 contains 911 members 
Mstep: Class 20 contains 5190 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2456 members 
Mstep: Class 23 contains 60998 members 
Mstep: Class 24 contains 5283 members 
Mstep: Class 25 contains 12910 members 
Mstep: Class 26 contains 2136 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7161 members 
Mstep: Class 29 contains 2731 members 
Mstep: Class 30 contains 74180 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14247 members 
Mstep: Class 33 contains 1512 members 
Mstep: Class 34 contains 1464 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1709 members 
Mstep: Class 38 contains 7834 members 
Mstep: Class 39 contains 5196 members 
Mstep: Class 40 contains 2798 members 
Mstep: Class 41 contains 3402 members 
Mstep: Class 42 contains 63446 members 
Mstep: Class 43 contains 8746 members 
Mstep: Class 44 contains 658 members 
Mstep: Class 45 contains 2045 members 
Mstep: Class 46 contains 3912 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469056.000000 Penalty: 107428.984375
Iteration 224Q: 49 clusters Score -8.446906e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 52097 members 
Mstep: Class 3 contains 41728 members 
Mstep: Class 4 contains 114856 members 
Mstep: Class 5 contains 7262 members 
Mstep: Class 6 contains 14920 members 
Mstep: Class 7 contains 10785 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 124342 members 
Mstep: Class 10 contains 26330 members 
Mstep: Class 11 contains 8924 members 
Mstep: Class 12 contains 40320 members 
Mstep: Class 13 contains 4461 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 17518 members 
Mstep: Class 16 contains 23917 members 
Mstep: Class 17 contains 87087 members 
Mstep: Class 18 contains 61174 members 
Mstep: Class 19 contains 911 members 
Mstep: Class 20 contains 5191 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2458 members 
Mstep: Class 23 contains 60999 members 
Mstep: Class 24 contains 5283 members 
Mstep: Class 25 contains 12912 members 
Mstep: Class 26 contains 2136 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7160 members 
Mstep: Class 29 contains 2731 members 
Mstep: Class 30 contains 74162 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14248 members 
Mstep: Class 33 contains 1512 members 
Mstep: Class 34 contains 1463 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1709 members 
Mstep: Class 38 contains 7831 members 
Mstep: Class 39 contains 5194 members 
Mstep: Class 40 contains 2799 members 
Mstep: Class 41 contains 3402 members 
Mstep: Class 42 contains 63464 members 
Mstep: Class 43 contains 8745 members 
Mstep: Class 44 contains 659 members 
Mstep: Class 45 contains 2045 members 
Mstep: Class 46 contains 3919 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469072.000000 Penalty: 107428.984375
Iteration 225Q: 49 clusters Score -8.446907e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 52097 members 
Mstep: Class 3 contains 41723 members 
Mstep: Class 4 contains 114886 members 
Mstep: Class 5 contains 7262 members 
Mstep: Class 6 contains 14919 members 
Mstep: Class 7 contains 10793 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 124336 members 
Mstep: Class 10 contains 26346 members 
Mstep: Class 11 contains 8922 members 
Mstep: Class 12 contains 40316 members 
Mstep: Class 13 contains 4460 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 17512 members 
Mstep: Class 16 contains 23926 members 
Mstep: Class 17 contains 87049 members 
Mstep: Class 18 contains 61172 members 
Mstep: Class 19 contains 911 members 
Mstep: Class 20 contains 5190 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2457 members 
Mstep: Class 23 contains 61002 members 
Mstep: Class 24 contains 5283 members 
Mstep: Class 25 contains 12914 members 
Mstep: Class 26 contains 2137 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7159 members 
Mstep: Class 29 contains 2731 members 
Mstep: Class 30 contains 74140 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14248 members 
Mstep: Class 33 contains 1512 members 
Mstep: Class 34 contains 1461 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1709 members 
Mstep: Class 38 contains 7834 members 
Mstep: Class 39 contains 5193 members 
Mstep: Class 40 contains 2799 members 
Mstep: Class 41 contains 3402 members 
Mstep: Class 42 contains 63480 members 
Mstep: Class 43 contains 8746 members 
Mstep: Class 44 contains 660 members 
Mstep: Class 45 contains 2045 members 
Mstep: Class 46 contains 3921 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469104.000000 Penalty: 107428.984375
Iteration 226Q: 49 clusters Score -8.44691e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 52097 members 
Mstep: Class 3 contains 41717 members 
Mstep: Class 4 contains 114916 members 
Mstep: Class 5 contains 7263 members 
Mstep: Class 6 contains 14918 members 
Mstep: Class 7 contains 10796 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 124335 members 
Mstep: Class 10 contains 26345 members 
Mstep: Class 11 contains 8921 members 
Mstep: Class 12 contains 40311 members 
Mstep: Class 13 contains 4459 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 17506 members 
Mstep: Class 16 contains 23942 members 
Mstep: Class 17 contains 87013 members 
Mstep: Class 18 contains 61170 members 
Mstep: Class 19 contains 911 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2458 members 
Mstep: Class 23 contains 61002 members 
Mstep: Class 24 contains 5284 members 
Mstep: Class 25 contains 12918 members 
Mstep: Class 26 contains 2139 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7159 members 
Mstep: Class 29 contains 2732 members 
Mstep: Class 30 contains 74125 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14251 members 
Mstep: Class 33 contains 1512 members 
Mstep: Class 34 contains 1461 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1710 members 
Mstep: Class 38 contains 7832 members 
Mstep: Class 39 contains 5193 members 
Mstep: Class 40 contains 2799 members 
Mstep: Class 41 contains 3402 members 
Mstep: Class 42 contains 63488 members 
Mstep: Class 43 contains 8747 members 
Mstep: Class 44 contains 660 members 
Mstep: Class 45 contains 2045 members 
Mstep: Class 46 contains 3920 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469144.000000 Penalty: 107428.984375
Iteration 227Q: 49 clusters Score -8.446914e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 52099 members 
Mstep: Class 3 contains 41715 members 
Mstep: Class 4 contains 114945 members 
Mstep: Class 5 contains 7259 members 
Mstep: Class 6 contains 14917 members 
Mstep: Class 7 contains 10797 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 124336 members 
Mstep: Class 10 contains 26337 members 
Mstep: Class 11 contains 8918 members 
Mstep: Class 12 contains 40311 members 
Mstep: Class 13 contains 4458 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 17499 members 
Mstep: Class 16 contains 23949 members 
Mstep: Class 17 contains 86994 members 
Mstep: Class 18 contains 61170 members 
Mstep: Class 19 contains 911 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2460 members 
Mstep: Class 23 contains 61004 members 
Mstep: Class 24 contains 5285 members 
Mstep: Class 25 contains 12918 members 
Mstep: Class 26 contains 2141 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7161 members 
Mstep: Class 29 contains 2731 members 
Mstep: Class 30 contains 74112 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14251 members 
Mstep: Class 33 contains 1512 members 
Mstep: Class 34 contains 1461 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1710 members 
Mstep: Class 38 contains 7827 members 
Mstep: Class 39 contains 5195 members 
Mstep: Class 40 contains 2799 members 
Mstep: Class 41 contains 3403 members 
Mstep: Class 42 contains 63492 members 
Mstep: Class 43 contains 8747 members 
Mstep: Class 44 contains 660 members 
Mstep: Class 45 contains 2045 members 
Mstep: Class 46 contains 3926 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469152.000000 Penalty: 107428.984375
Iteration 228Q: 49 clusters Score -8.446915e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 52099 members 
Mstep: Class 3 contains 41711 members 
Mstep: Class 4 contains 114961 members 
Mstep: Class 5 contains 7256 members 
Mstep: Class 6 contains 14917 members 
Mstep: Class 7 contains 10803 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 124336 members 
Mstep: Class 10 contains 26339 members 
Mstep: Class 11 contains 8916 members 
Mstep: Class 12 contains 40308 members 
Mstep: Class 13 contains 4457 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 15 contains 17501 members 
Mstep: Class 16 contains 23954 members 
Mstep: Class 17 contains 86973 members 
Mstep: Class 18 contains 61170 members 
Mstep: Class 19 contains 911 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2462 members 
Mstep: Class 23 contains 61006 members 
Mstep: Class 24 contains 5288 members 
Mstep: Class 25 contains 12921 members 
Mstep: Class 26 contains 2141 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7157 members 
Mstep: Class 29 contains 2731 members 
Mstep: Class 30 contains 74093 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14252 members 
Mstep: Class 33 contains 1512 members 
Mstep: Class 34 contains 1461 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1710 members 
Mstep: Class 38 contains 7819 members 
Mstep: Class 39 contains 5194 members 
Mstep: Class 40 contains 2799 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63502 members 
Mstep: Class 43 contains 8749 members 
Mstep: Class 44 contains 660 members 
Mstep: Class 45 contains 2045 members 
Mstep: Class 46 contains 3929 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469032.000000 Penalty: 107428.984375
Iteration 229Q: 49 clusters Score -8.446903e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 52099 members 
Mstep: Class 3 contains 41711 members 
Mstep: Class 4 contains 114973 members 
Mstep: Class 5 contains 7259 members 
Mstep: Class 6 contains 14917 members 
Mstep: Class 7 contains 10805 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 124340 members 
Mstep: Class 10 contains 26335 members 
Mstep: Class 11 contains 8914 members 
Mstep: Class 12 contains 40307 members 
Mstep: Class 13 contains 4457 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 15 contains 17504 members 
Mstep: Class 16 contains 23961 members 
Mstep: Class 17 contains 86946 members 
Mstep: Class 18 contains 61170 members 
Mstep: Class 19 contains 911 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2464 members 
Mstep: Class 23 contains 61005 members 
Mstep: Class 24 contains 5288 members 
Mstep: Class 25 contains 12921 members 
Mstep: Class 26 contains 2142 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7154 members 
Mstep: Class 29 contains 2732 members 
Mstep: Class 30 contains 74082 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14253 members 
Mstep: Class 33 contains 1512 members 
Mstep: Class 34 contains 1461 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1709 members 
Mstep: Class 38 contains 7812 members 
Mstep: Class 39 contains 5194 members 
Mstep: Class 40 contains 2799 members 
Mstep: Class 41 contains 3405 members 
Mstep: Class 42 contains 63510 members 
Mstep: Class 43 contains 8751 members 
Mstep: Class 44 contains 660 members 
Mstep: Class 45 contains 2045 members 
Mstep: Class 46 contains 3932 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469112.000000 Penalty: 107428.984375
Iteration 230Q: 49 clusters Score -8.446911e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 52100 members 
Mstep: Class 3 contains 41706 members 
Mstep: Class 4 contains 114992 members 
Mstep: Class 5 contains 7262 members 
Mstep: Class 6 contains 14918 members 
Mstep: Class 7 contains 10806 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 124344 members 
Mstep: Class 10 contains 26330 members 
Mstep: Class 11 contains 8912 members 
Mstep: Class 12 contains 40304 members 
Mstep: Class 13 contains 4456 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 15 contains 17508 members 
Mstep: Class 16 contains 23967 members 
Mstep: Class 17 contains 86912 members 
Mstep: Class 18 contains 61167 members 
Mstep: Class 19 contains 911 members 
Mstep: Class 20 contains 5188 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2464 members 
Mstep: Class 23 contains 61003 members 
Mstep: Class 24 contains 5286 members 
Mstep: Class 25 contains 12929 members 
Mstep: Class 26 contains 2143 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7156 members 
Mstep: Class 29 contains 2732 members 
Mstep: Class 30 contains 74069 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14255 members 
Mstep: Class 33 contains 1512 members 
Mstep: Class 34 contains 1461 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1708 members 
Mstep: Class 38 contains 7805 members 
Mstep: Class 39 contains 5196 members 
Mstep: Class 40 contains 2799 members 
Mstep: Class 41 contains 3406 members 
Mstep: Class 42 contains 63519 members 
Mstep: Class 43 contains 8752 members 
Mstep: Class 44 contains 660 members 
Mstep: Class 45 contains 2045 members 
Mstep: Class 46 contains 3940 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469064.000000 Penalty: 107428.984375
Iteration 231Q: 49 clusters Score -8.446906e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 52102 members 
Mstep: Class 3 contains 41700 members 
Mstep: Class 4 contains 115013 members 
Mstep: Class 5 contains 7263 members 
Mstep: Class 6 contains 14916 members 
Mstep: Class 7 contains 10807 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 124349 members 
Mstep: Class 10 contains 26332 members 
Mstep: Class 11 contains 8910 members 
Mstep: Class 12 contains 40297 members 
Mstep: Class 13 contains 4454 members 
Mstep: Class 14 contains 1462 members 
Mstep: Class 15 contains 17511 members 
Mstep: Class 16 contains 23972 members 
Mstep: Class 17 contains 86887 members 
Mstep: Class 18 contains 61167 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5188 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2464 members 
Mstep: Class 23 contains 61001 members 
Mstep: Class 24 contains 5286 members 
Mstep: Class 25 contains 12927 members 
Mstep: Class 26 contains 2144 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7156 members 
Mstep: Class 29 contains 2734 members 
Mstep: Class 30 contains 74049 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14256 members 
Mstep: Class 33 contains 1512 members 
Mstep: Class 34 contains 1461 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1708 members 
Mstep: Class 38 contains 7797 members 
Mstep: Class 39 contains 5198 members 
Mstep: Class 40 contains 2799 members 
Mstep: Class 41 contains 3405 members 
Mstep: Class 42 contains 63529 members 
Mstep: Class 43 contains 8752 members 
Mstep: Class 44 contains 660 members 
Mstep: Class 45 contains 2045 members 
Mstep: Class 46 contains 3945 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469104.000000 Penalty: 107428.984375
Iteration 232Q: 49 clusters Score -8.44691e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 52104 members 
Mstep: Class 3 contains 41698 members 
Mstep: Class 4 contains 115028 members 
Mstep: Class 5 contains 7265 members 
Mstep: Class 6 contains 14916 members 
Mstep: Class 7 contains 10807 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 124349 members 
Mstep: Class 10 contains 26340 members 
Mstep: Class 11 contains 8907 members 
Mstep: Class 12 contains 40292 members 
Mstep: Class 13 contains 4452 members 
Mstep: Class 14 contains 1463 members 
Mstep: Class 15 contains 17511 members 
Mstep: Class 16 contains 23979 members 
Mstep: Class 17 contains 86856 members 
Mstep: Class 18 contains 61167 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2467 members 
Mstep: Class 23 contains 60997 members 
Mstep: Class 24 contains 5282 members 
Mstep: Class 25 contains 12923 members 
Mstep: Class 26 contains 2146 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7156 members 
Mstep: Class 29 contains 2734 members 
Mstep: Class 30 contains 74039 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14257 members 
Mstep: Class 33 contains 1512 members 
Mstep: Class 34 contains 1461 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1708 members 
Mstep: Class 38 contains 7790 members 
Mstep: Class 39 contains 5199 members 
Mstep: Class 40 contains 2799 members 
Mstep: Class 41 contains 3405 members 
Mstep: Class 42 contains 63543 members 
Mstep: Class 43 contains 8753 members 
Mstep: Class 44 contains 660 members 
Mstep: Class 45 contains 2046 members 
Mstep: Class 46 contains 3953 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469024.000000 Penalty: 107428.984375
Iteration 233Q: 49 clusters Score -8.446902e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 52107 members 
Mstep: Class 3 contains 41695 members 
Mstep: Class 4 contains 115048 members 
Mstep: Class 5 contains 7267 members 
Mstep: Class 6 contains 14916 members 
Mstep: Class 7 contains 10809 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 124348 members 
Mstep: Class 10 contains 26343 members 
Mstep: Class 11 contains 8907 members 
Mstep: Class 12 contains 40289 members 
Mstep: Class 13 contains 4443 members 
Mstep: Class 14 contains 1462 members 
Mstep: Class 15 contains 17511 members 
Mstep: Class 16 contains 23989 members 
Mstep: Class 17 contains 86824 members 
Mstep: Class 18 contains 61165 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2468 members 
Mstep: Class 23 contains 60993 members 
Mstep: Class 24 contains 5281 members 
Mstep: Class 25 contains 12926 members 
Mstep: Class 26 contains 2147 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7155 members 
Mstep: Class 29 contains 2733 members 
Mstep: Class 30 contains 74031 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14256 members 
Mstep: Class 33 contains 1512 members 
Mstep: Class 34 contains 1461 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1708 members 
Mstep: Class 38 contains 7789 members 
Mstep: Class 39 contains 5199 members 
Mstep: Class 40 contains 2800 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63556 members 
Mstep: Class 43 contains 8751 members 
Mstep: Class 44 contains 660 members 
Mstep: Class 45 contains 2047 members 
Mstep: Class 46 contains 3962 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468952.000000 Penalty: 107428.984375
Iteration 234Q: 49 clusters Score -8.446895e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 52108 members 
Mstep: Class 3 contains 41691 members 
Mstep: Class 4 contains 115077 members 
Mstep: Class 5 contains 7267 members 
Mstep: Class 6 contains 14916 members 
Mstep: Class 7 contains 10810 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 124348 members 
Mstep: Class 10 contains 26336 members 
Mstep: Class 11 contains 8908 members 
Mstep: Class 12 contains 40284 members 
Mstep: Class 13 contains 4442 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 15 contains 17508 members 
Mstep: Class 16 contains 23990 members 
Mstep: Class 17 contains 86809 members 
Mstep: Class 18 contains 61166 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2470 members 
Mstep: Class 23 contains 60993 members 
Mstep: Class 24 contains 5280 members 
Mstep: Class 25 contains 12927 members 
Mstep: Class 26 contains 2148 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7155 members 
Mstep: Class 29 contains 2734 members 
Mstep: Class 30 contains 74024 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14257 members 
Mstep: Class 33 contains 1512 members 
Mstep: Class 34 contains 1461 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1708 members 
Mstep: Class 38 contains 7783 members 
Mstep: Class 39 contains 5197 members 
Mstep: Class 40 contains 2800 members 
Mstep: Class 41 contains 3403 members 
Mstep: Class 42 contains 63557 members 
Mstep: Class 43 contains 8749 members 
Mstep: Class 44 contains 660 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 3972 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469112.000000 Penalty: 107428.984375
Iteration 235Q: 49 clusters Score -8.446911e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 52109 members 
Mstep: Class 3 contains 41690 members 
Mstep: Class 4 contains 115104 members 
Mstep: Class 5 contains 7268 members 
Mstep: Class 6 contains 14918 members 
Mstep: Class 7 contains 10811 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 124346 members 
Mstep: Class 10 contains 26327 members 
Mstep: Class 11 contains 8907 members 
Mstep: Class 12 contains 40276 members 
Mstep: Class 13 contains 4442 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 17506 members 
Mstep: Class 16 contains 23992 members 
Mstep: Class 17 contains 86794 members 
Mstep: Class 18 contains 61167 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5188 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2473 members 
Mstep: Class 23 contains 60991 members 
Mstep: Class 24 contains 5280 members 
Mstep: Class 25 contains 12927 members 
Mstep: Class 26 contains 2150 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7154 members 
Mstep: Class 29 contains 2734 members 
Mstep: Class 30 contains 74016 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14258 members 
Mstep: Class 33 contains 1512 members 
Mstep: Class 34 contains 1461 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1708 members 
Mstep: Class 38 contains 7780 members 
Mstep: Class 39 contains 5196 members 
Mstep: Class 40 contains 2800 members 
Mstep: Class 41 contains 3403 members 
Mstep: Class 42 contains 63558 members 
Mstep: Class 43 contains 8749 members 
Mstep: Class 44 contains 660 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 3974 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469072.000000 Penalty: 107428.984375
Iteration 236Q: 49 clusters Score -8.446907e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 52113 members 
Mstep: Class 3 contains 41689 members 
Mstep: Class 4 contains 115129 members 
Mstep: Class 5 contains 7266 members 
Mstep: Class 6 contains 14917 members 
Mstep: Class 7 contains 10810 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 124344 members 
Mstep: Class 10 contains 26315 members 
Mstep: Class 11 contains 8908 members 
Mstep: Class 12 contains 40264 members 
Mstep: Class 13 contains 4441 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 17507 members 
Mstep: Class 16 contains 23995 members 
Mstep: Class 17 contains 86785 members 
Mstep: Class 18 contains 61167 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5187 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2475 members 
Mstep: Class 23 contains 60989 members 
Mstep: Class 24 contains 5280 members 
Mstep: Class 25 contains 12931 members 
Mstep: Class 26 contains 2150 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7152 members 
Mstep: Class 29 contains 2734 members 
Mstep: Class 30 contains 74010 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14260 members 
Mstep: Class 33 contains 1512 members 
Mstep: Class 34 contains 1461 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1708 members 
Mstep: Class 38 contains 7777 members 
Mstep: Class 39 contains 5197 members 
Mstep: Class 40 contains 2799 members 
Mstep: Class 41 contains 3403 members 
Mstep: Class 42 contains 63563 members 
Mstep: Class 43 contains 8745 members 
Mstep: Class 44 contains 660 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 3976 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469080.000000 Penalty: 107428.984375
Iteration 237Q: 49 clusters Score -8.446908e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 52115 members 
Mstep: Class 3 contains 41688 members 
Mstep: Class 4 contains 115149 members 
Mstep: Class 5 contains 7267 members 
Mstep: Class 6 contains 14917 members 
Mstep: Class 7 contains 10812 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 124345 members 
Mstep: Class 10 contains 26312 members 
Mstep: Class 11 contains 8907 members 
Mstep: Class 12 contains 40259 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 17505 members 
Mstep: Class 16 contains 23997 members 
Mstep: Class 17 contains 86768 members 
Mstep: Class 18 contains 61167 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5187 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2479 members 
Mstep: Class 23 contains 60987 members 
Mstep: Class 24 contains 5279 members 
Mstep: Class 25 contains 12932 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7152 members 
Mstep: Class 29 contains 2735 members 
Mstep: Class 30 contains 74005 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14261 members 
Mstep: Class 33 contains 1512 members 
Mstep: Class 34 contains 1460 members 
Mstep: Class 35 contains 820 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1708 members 
Mstep: Class 38 contains 7775 members 
Mstep: Class 39 contains 5197 members 
Mstep: Class 40 contains 2800 members 
Mstep: Class 41 contains 3403 members 
Mstep: Class 42 contains 63563 members 
Mstep: Class 43 contains 8744 members 
Mstep: Class 44 contains 660 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 3976 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469112.000000 Penalty: 107428.984375
Iteration 238Q: 49 clusters Score -8.446911e+07 nChanged 117
Entering ConstructFrom: 
Score: -84469112.000000 Penalty: 107428.984375
Entering ConstructFrom: 
Trying to split cluster 1 (20041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Entering Unmasked Estep 
Score: -1849910.375000 Penalty: 1609.649536
	Iteration 0F: 2 clusters Score -1849910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1836225.500000 Penalty: 3219.299072
	Iteration 0F: 3 clusters Score -1836226 nChanged 9108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1841108.500000 Penalty: 3219.299072
	Iteration 1F: 3 clusters Score -1841108 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1841415.125000 Penalty: 3219.299072
	Iteration 2Q: 3 clusters Score -1841415 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1841709.375000 Penalty: 3219.299072
	Iteration 3Q: 3 clusters Score -1841709 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1841995.625000 Penalty: 3219.299072
	Iteration 4Q: 3 clusters Score -1841996 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1842336.125000 Penalty: 3219.299072
	Iteration 5Q: 3 clusters Score -1842336 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1842735.750000 Penalty: 3219.299072
	Iteration 6Q: 3 clusters Score -1842736 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1843259.000000 Penalty: 3219.299072
	Iteration 7F: 3 clusters Score -1843259 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1843910.250000 Penalty: 3219.299072
	Iteration 8F: 3 clusters Score -1843910 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1844566.625000 Penalty: 3219.299072
	Iteration 9F: 3 clusters Score -1844567 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1845277.250000 Penalty: 3219.299072
	Iteration 10F: 3 clusters Score -1845277 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1846076.875000 Penalty: 3219.299072
	Iteration 11F: 3 clusters Score -1846077 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1846876.375000 Penalty: 3219.299072
	Iteration 12Q: 3 clusters Score -1846876 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1847503.875000 Penalty: 3219.299072
	Iteration 13Q: 3 clusters Score -1847504 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1847911.375000 Penalty: 3219.299072
	Iteration 14Q: 3 clusters Score -1847911 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1848135.375000 Penalty: 3219.299072
	Iteration 15Q: 3 clusters Score -1848135 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1848277.625000 Penalty: 3219.299072
	Iteration 16Q: 3 clusters Score -1848278 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1848369.875000 Penalty: 3219.299072
	Iteration 17Q: 3 clusters Score -1848370 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1848429.375000 Penalty: 3219.299072
	Iteration 18Q: 3 clusters Score -1848429 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1848463.250000 Penalty: 3219.299072
	Iteration 19Q: 3 clusters Score -1848463 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1848487.000000 Penalty: 3219.299072
	Iteration 20F: 3 clusters Score -1848487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1848504.375000 Penalty: 3219.299072
	Iteration 21Q: 3 clusters Score -1848504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1848518.500000 Penalty: 3219.299072
	Iteration 22Q: 3 clusters Score -1848518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1848525.750000 Penalty: 3219.299072
	Iteration 23Q: 3 clusters Score -1848526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1848538.750000 Penalty: 3219.299072
	Iteration 24Q: 3 clusters Score -1848539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1848548.250000 Penalty: 3219.299072
	Iteration 25Q: 3 clusters Score -1848548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1848556.125000 Penalty: 3219.299072
	Iteration 26Q: 3 clusters Score -1848556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1848556.750000 Penalty: 3219.299072
	Iteration 27Q: 3 clusters Score -1848557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1848559.375000 Penalty: 3219.299072
	Iteration 28Q: 3 clusters Score -1848559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1848558.750000 Penalty: 3219.299072
	Iteration 29Q: 3 clusters Score -1848559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1848561.750000 Penalty: 3219.299072
	Iteration 30Q: 3 clusters Score -1848562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1848559.125000 Penalty: 3219.299072
	Iteration 31Q: 3 clusters Score -1848559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1848561.375000 Penalty: 3219.299072
	Iteration 32Q: 3 clusters Score -1848561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1848563.875000 Penalty: 3219.299072
	Iteration 33Q: 3 clusters Score -1848564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1848563.875000 Penalty: 3219.299072
	Iteration 34F: 3 clusters Score -1848564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (52116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52116 members 
Entering Unmasked Estep 
Score: -4665337.500000 Penalty: 1764.949341
	Iteration 0F: 2 clusters Score -4665338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -4630426.500000 Penalty: 3529.898682
	Iteration 0F: 3 clusters Score -4630426 nChanged 24458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -4644405.000000 Penalty: 3529.898682
	Iteration 1F: 3 clusters Score -4644405 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -4645249.500000 Penalty: 3529.898682
	Iteration 2Q: 3 clusters Score -4645250 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -4646470.000000 Penalty: 3529.898682
	Iteration 3F: 3 clusters Score -4646470 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -4648683.000000 Penalty: 3529.898682
	Iteration 4F: 3 clusters Score -4648683 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -4651893.500000 Penalty: 3529.898682
	Iteration 5F: 3 clusters Score -4651894 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
Score: -4655636.000000 Penalty: 3529.898682
	Iteration 6F: 3 clusters Score -4655636 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 47339 members 
Entering Unmasked Estep 
Score: -4659102.500000 Penalty: 3529.898682
	Iteration 7F: 3 clusters Score -4659102 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -4661665.000000 Penalty: 3529.898682
	Iteration 8Q: 3 clusters Score -4661665 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 51243 members 
Entering Unmasked Estep 
Score: -4662958.000000 Penalty: 3529.898682
	Iteration 9Q: 3 clusters Score -4662958 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -4663465.500000 Penalty: 3529.898682
	Iteration 10Q: 3 clusters Score -4663466 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -4663680.000000 Penalty: 3529.898682
	Iteration 11Q: 3 clusters Score -4663680 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 51895 members 
Entering Unmasked Estep 
Score: -4663741.500000 Penalty: 3529.898682
	Iteration 12Q: 3 clusters Score -4663742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 51908 members 
Entering Unmasked Estep 
Score: -4663788.000000 Penalty: 3529.898682
	Iteration 13Q: 3 clusters Score -4663788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 51916 members 
Entering Unmasked Estep 
Score: -4663807.500000 Penalty: 3529.898682
	Iteration 14Q: 3 clusters Score -4663808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -4663819.000000 Penalty: 3529.898682
	Iteration 15Q: 3 clusters Score -4663819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 51918 members 
Entering Unmasked Estep 
Score: -4663824.000000 Penalty: 3529.898682
	Iteration 16Q: 3 clusters Score -4663824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 51916 members 
Entering Unmasked Estep 
Score: -4663829.500000 Penalty: 3529.898682
	Iteration 17Q: 3 clusters Score -4663830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 51917 members 
Entering Unmasked Estep 
Score: -4663829.500000 Penalty: 3529.898682
	Iteration 18Q: 3 clusters Score -4663830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 51917 members 
Entering Unmasked Estep 
Score: -4663829.500000 Penalty: 3529.898682
	Iteration 19F: 3 clusters Score -4663830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Entering Unmasked Estep 
Score: -3787794.250000 Penalty: 1728.669922
	Iteration 0F: 2 clusters Score -3787794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -3760010.250000 Penalty: 3457.339844
	Iteration 0F: 3 clusters Score -3760010 nChanged 19361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -3770714.000000 Penalty: 3457.339844
	Iteration 1F: 3 clusters Score -3770714 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -3771144.250000 Penalty: 3457.339844
	Iteration 2Q: 3 clusters Score -3771144 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -3771577.500000 Penalty: 3457.339844
	Iteration 3Q: 3 clusters Score -3771578 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -3772055.750000 Penalty: 3457.339844
	Iteration 4Q: 3 clusters Score -3772056 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -3772800.750000 Penalty: 3457.339844
	Iteration 5Q: 3 clusters Score -3772801 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -3774030.750000 Penalty: 3457.339844
	Iteration 6F: 3 clusters Score -3774031 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -3776044.500000 Penalty: 3457.339844
	Iteration 7F: 3 clusters Score -3776044 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -3778747.000000 Penalty: 3457.339844
	Iteration 8F: 3 clusters Score -3778747 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -3781722.250000 Penalty: 3457.339844
	Iteration 9F: 3 clusters Score -3781722 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -3783919.500000 Penalty: 3457.339844
	Iteration 10F: 3 clusters Score -3783920 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3785090.000000 Penalty: 3457.339844
	Iteration 11Q: 3 clusters Score -3785090 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40556 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3785623.250000 Penalty: 3457.339844
	Iteration 12Q: 3 clusters Score -3785623 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3785877.000000 Penalty: 3457.339844
	Iteration 13Q: 3 clusters Score -3785877 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3786031.000000 Penalty: 3457.339844
	Iteration 14Q: 3 clusters Score -3786031 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3786145.250000 Penalty: 3457.339844
	Iteration 15Q: 3 clusters Score -3786145 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3786194.000000 Penalty: 3457.339844
	Iteration 16Q: 3 clusters Score -3786194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3786228.250000 Penalty: 3457.339844
	Iteration 17Q: 3 clusters Score -3786228 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3786255.250000 Penalty: 3457.339844
	Iteration 18Q: 3 clusters Score -3786255 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3786277.500000 Penalty: 3457.339844
	Iteration 19Q: 3 clusters Score -3786278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3786283.250000 Penalty: 3457.339844
	Iteration 20F: 3 clusters Score -3786283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3786292.250000 Penalty: 3457.339844
	Iteration 21Q: 3 clusters Score -3786292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3786300.250000 Penalty: 3457.339844
	Iteration 22Q: 3 clusters Score -3786300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3786304.250000 Penalty: 3457.339844
	Iteration 23Q: 3 clusters Score -3786304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3786306.250000 Penalty: 3457.339844
	Iteration 24Q: 3 clusters Score -3786306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3786308.500000 Penalty: 3457.339844
	Iteration 25Q: 3 clusters Score -3786308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3786311.750000 Penalty: 3457.339844
	Iteration 26Q: 3 clusters Score -3786312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3786313.750000 Penalty: 3457.339844
	Iteration 27Q: 3 clusters Score -3786314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3786313.750000 Penalty: 3457.339844
	Iteration 28F: 3 clusters Score -3786314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (115175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115175 members 
Entering Unmasked Estep 
Score: -10592432.000000 Penalty: 1893.808838
	Iteration 0F: 2 clusters Score -1.059243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57806 members 
Mstep: Class 2 contains 57369 members 
Entering Unmasked Estep 
Score: -10515634.000000 Penalty: 3787.617676
	Iteration 0F: 3 clusters Score -1.051563e+07 nChanged 55151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60227 members 
Mstep: Class 2 contains 54948 members 
Entering Unmasked Estep 
Score: -10547498.000000 Penalty: 3787.617676
	Iteration 1F: 3 clusters Score -1.05475e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61996 members 
Mstep: Class 2 contains 53179 members 
Entering Unmasked Estep 
Score: -10548344.000000 Penalty: 3787.617676
	Iteration 2Q: 3 clusters Score -1.054834e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64693 members 
Mstep: Class 2 contains 50482 members 
Entering Unmasked Estep 
Score: -10549343.000000 Penalty: 3787.617676
	Iteration 3Q: 3 clusters Score -1.054934e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68888 members 
Mstep: Class 2 contains 46287 members 
Entering Unmasked Estep 
Score: -10551234.000000 Penalty: 3787.617676
	Iteration 4Q: 3 clusters Score -1.055123e+07 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75104 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -10554630.000000 Penalty: 3787.617676
	Iteration 5F: 3 clusters Score -1.055463e+07 nChanged 8670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83742 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -10560736.000000 Penalty: 3787.617676
	Iteration 6F: 3 clusters Score -1.056074e+07 nChanged 10612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94346 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -10570205.000000 Penalty: 3787.617676
	Iteration 7F: 3 clusters Score -1.05702e+07 nChanged 10168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104508 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -10580280.000000 Penalty: 3787.617676
	Iteration 8F: 3 clusters Score -1.058028e+07 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111059 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -10586934.000000 Penalty: 3787.617676
	Iteration 9F: 3 clusters Score -1.058693e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113845 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -10589521.000000 Penalty: 3787.617676
	Iteration 10Q: 3 clusters Score -1.058952e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114696 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -10590308.000000 Penalty: 3787.617676
	Iteration 11Q: 3 clusters Score -1.059031e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114918 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -10590566.000000 Penalty: 3787.617676
	Iteration 12Q: 3 clusters Score -1.059057e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114978 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10590655.000000 Penalty: 3787.617676
	Iteration 13Q: 3 clusters Score -1.059066e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114989 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -10590700.000000 Penalty: 3787.617676
	Iteration 14Q: 3 clusters Score -1.05907e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115000 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -10590708.000000 Penalty: 3787.617676
	Iteration 15Q: 3 clusters Score -1.059071e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115008 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -10590722.000000 Penalty: 3787.617676
	Iteration 16Q: 3 clusters Score -1.059072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115012 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -10590736.000000 Penalty: 3787.617676
	Iteration 17Q: 3 clusters Score -1.059074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115016 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -10590741.000000 Penalty: 3787.617676
	Iteration 18Q: 3 clusters Score -1.059074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115016 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -10590742.000000 Penalty: 3787.617676
	Iteration 19Q: 3 clusters Score -1.059074e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115016 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -10590742.000000 Penalty: 3787.617676
	Iteration 20F: 3 clusters Score -1.059074e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Entering Unmasked Estep 
Score: -649635.875000 Penalty: 1444.803589
	Iteration 0F: 2 clusters Score -649635.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -644175.812500 Penalty: 2889.607178
	Iteration 0F: 3 clusters Score -644175.8 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -645890.750000 Penalty: 2889.607178
	Iteration 1F: 3 clusters Score -645890.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -646205.875000 Penalty: 2889.607178
	Iteration 2F: 3 clusters Score -646205.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -646559.437500 Penalty: 2889.607178
	Iteration 3F: 3 clusters Score -646559.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -646985.437500 Penalty: 2889.607178
	Iteration 4F: 3 clusters Score -646985.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -647404.625000 Penalty: 2889.607178
	Iteration 5F: 3 clusters Score -647404.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -647744.062500 Penalty: 2889.607178
	Iteration 6F: 3 clusters Score -647744.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -648020.000000 Penalty: 2889.607178
	Iteration 7Q: 3 clusters Score -648020 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -648214.812500 Penalty: 2889.607178
	Iteration 8Q: 3 clusters Score -648214.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -648340.812500 Penalty: 2889.607178
	Iteration 9Q: 3 clusters Score -648340.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -648421.937500 Penalty: 2889.607178
	Iteration 10Q: 3 clusters Score -648421.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -648480.437500 Penalty: 2889.607178
	Iteration 11Q: 3 clusters Score -648480.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -648531.625000 Penalty: 2889.607178
	Iteration 12Q: 3 clusters Score -648531.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -648571.812500 Penalty: 2889.607178
	Iteration 13Q: 3 clusters Score -648571.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -648606.937500 Penalty: 2889.607178
	Iteration 14Q: 3 clusters Score -648606.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -648645.437500 Penalty: 2889.607178
	Iteration 15Q: 3 clusters Score -648645.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -648678.812500 Penalty: 2889.607178
	Iteration 16Q: 3 clusters Score -648678.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -648721.312500 Penalty: 2889.607178
	Iteration 17Q: 3 clusters Score -648721.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -648758.250000 Penalty: 2889.607178
	Iteration 18Q: 3 clusters Score -648758.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -648804.750000 Penalty: 2889.607178
	Iteration 19Q: 3 clusters Score -648804.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -648859.375000 Penalty: 2889.607178
	Iteration 20F: 3 clusters Score -648859.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -648924.125000 Penalty: 2889.607178
	Iteration 21Q: 3 clusters Score -648924.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -648980.937500 Penalty: 2889.607178
	Iteration 22Q: 3 clusters Score -648980.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -649022.437500 Penalty: 2889.607178
	Iteration 23Q: 3 clusters Score -649022.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -649069.875000 Penalty: 2889.607178
	Iteration 24Q: 3 clusters Score -649069.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -649119.125000 Penalty: 2889.607178
	Iteration 25Q: 3 clusters Score -649119.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -649165.875000 Penalty: 2889.607178
	Iteration 26Q: 3 clusters Score -649165.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -649203.500000 Penalty: 2889.607178
	Iteration 27Q: 3 clusters Score -649203.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -649230.187500 Penalty: 2889.607178
	Iteration 28Q: 3 clusters Score -649230.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -649245.062500 Penalty: 2889.607178
	Iteration 29Q: 3 clusters Score -649245.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -649256.437500 Penalty: 2889.607178
	Iteration 30Q: 3 clusters Score -649256.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -649269.875000 Penalty: 2889.607178
	Iteration 31Q: 3 clusters Score -649269.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -649278.437500 Penalty: 2889.607178
	Iteration 32Q: 3 clusters Score -649278.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -649284.875000 Penalty: 2889.607178
	Iteration 33Q: 3 clusters Score -649284.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -649292.500000 Penalty: 2889.607178
	Iteration 34Q: 3 clusters Score -649292.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -649297.812500 Penalty: 2889.607178
	Iteration 35Q: 3 clusters Score -649297.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -649303.562500 Penalty: 2889.607178
	Iteration 36Q: 3 clusters Score -649303.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -649306.250000 Penalty: 2889.607178
	Iteration 37Q: 3 clusters Score -649306.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -649307.125000 Penalty: 2889.607178
	Iteration 38Q: 3 clusters Score -649307.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -649309.437500 Penalty: 2889.607178
	Iteration 39Q: 3 clusters Score -649309.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -649313.187500 Penalty: 2889.607178
	Iteration 40F: 3 clusters Score -649313.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -649314.812500 Penalty: 2889.607178
	Iteration 41Q: 3 clusters Score -649314.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -649316.687500 Penalty: 2889.607178
	Iteration 42Q: 3 clusters Score -649316.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -649315.812500 Penalty: 2889.607178
	Iteration 43Q: 3 clusters Score -649315.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -649318.125000 Penalty: 2889.607178
	Iteration 44Q: 3 clusters Score -649318.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -649319.750000 Penalty: 2889.607178
	Iteration 45Q: 3 clusters Score -649319.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -649320.187500 Penalty: 2889.607178
	Iteration 46Q: 3 clusters Score -649320.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -649320.125000 Penalty: 2889.607178
	Iteration 47Q: 3 clusters Score -649320.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -649322.000000 Penalty: 2889.607178
	Iteration 48Q: 3 clusters Score -649322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -649324.375000 Penalty: 2889.607178
	Iteration 49Q: 3 clusters Score -649324.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -649325.562500 Penalty: 2889.607178
	Iteration 50Q: 3 clusters Score -649325.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -649326.062500 Penalty: 2889.607178
	Iteration 51Q: 3 clusters Score -649326.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -649327.750000 Penalty: 2889.607178
	Iteration 52Q: 3 clusters Score -649327.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -649328.000000 Penalty: 2889.607178
	Iteration 53Q: 3 clusters Score -649328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -649328.062500 Penalty: 2889.607178
	Iteration 54Q: 3 clusters Score -649328.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -649328.187500 Penalty: 2889.607178
	Iteration 55Q: 3 clusters Score -649328.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -649328.562500 Penalty: 2889.607178
	Iteration 56Q: 3 clusters Score -649328.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -649328.562500 Penalty: 2889.607178
	Iteration 57F: 3 clusters Score -649328.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -1333861.125000 Penalty: 1561.666748
	Iteration 0F: 2 clusters Score -1333861 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 7521 members 
Entering Unmasked Estep 
Score: -1323547.750000 Penalty: 3123.333496
	Iteration 0F: 3 clusters Score -1323548 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1327044.250000 Penalty: 3123.333496
	Iteration 1F: 3 clusters Score -1327044 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1327371.500000 Penalty: 3123.333496
	Iteration 2F: 3 clusters Score -1327372 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1327733.500000 Penalty: 3123.333496
	Iteration 3Q: 3 clusters Score -1327734 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1328137.625000 Penalty: 3123.333496
	Iteration 4F: 3 clusters Score -1328138 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1328593.000000 Penalty: 3123.333496
	Iteration 5F: 3 clusters Score -1328593 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1329073.250000 Penalty: 3123.333496
	Iteration 6F: 3 clusters Score -1329073 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1329589.375000 Penalty: 3123.333496
	Iteration 7F: 3 clusters Score -1329589 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1330145.375000 Penalty: 3123.333496
	Iteration 8F: 3 clusters Score -1330145 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1330760.250000 Penalty: 3123.333496
	Iteration 9F: 3 clusters Score -1330760 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1331417.250000 Penalty: 3123.333496
	Iteration 10F: 3 clusters Score -1331417 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1331976.500000 Penalty: 3123.333496
	Iteration 11Q: 3 clusters Score -1331976 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1332317.875000 Penalty: 3123.333496
	Iteration 12Q: 3 clusters Score -1332318 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1332475.500000 Penalty: 3123.333496
	Iteration 13Q: 3 clusters Score -1332476 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1332569.750000 Penalty: 3123.333496
	Iteration 14Q: 3 clusters Score -1332570 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1332613.625000 Penalty: 3123.333496
	Iteration 15Q: 3 clusters Score -1332614 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1332642.125000 Penalty: 3123.333496
	Iteration 16Q: 3 clusters Score -1332642 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1332665.000000 Penalty: 3123.333496
	Iteration 17Q: 3 clusters Score -1332665 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1332682.625000 Penalty: 3123.333496
	Iteration 18Q: 3 clusters Score -1332683 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1332693.250000 Penalty: 3123.333496
	Iteration 19Q: 3 clusters Score -1332693 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1332706.375000 Penalty: 3123.333496
	Iteration 20F: 3 clusters Score -1332706 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1332712.000000 Penalty: 3123.333496
	Iteration 21Q: 3 clusters Score -1332712 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1332723.625000 Penalty: 3123.333496
	Iteration 22Q: 3 clusters Score -1332724 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1332732.125000 Penalty: 3123.333496
	Iteration 23Q: 3 clusters Score -1332732 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1332735.000000 Penalty: 3123.333496
	Iteration 24Q: 3 clusters Score -1332735 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1332740.500000 Penalty: 3123.333496
	Iteration 25Q: 3 clusters Score -1332740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1332740.500000 Penalty: 3123.333496
	Iteration 26Q: 3 clusters Score -1332740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1332746.625000 Penalty: 3123.333496
	Iteration 27Q: 3 clusters Score -1332747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1332747.125000 Penalty: 3123.333496
	Iteration 28Q: 3 clusters Score -1332747 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1332746.125000 Penalty: 3123.333496
	Iteration 29Q: 3 clusters Score -1332746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1332748.250000 Penalty: 3123.333496
	Iteration 30Q: 3 clusters Score -1332748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1332752.125000 Penalty: 3123.333496
	Iteration 31Q: 3 clusters Score -1332752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1332756.375000 Penalty: 3123.333496
	Iteration 32Q: 3 clusters Score -1332756 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1332762.250000 Penalty: 3123.333496
	Iteration 33Q: 3 clusters Score -1332762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1332761.375000 Penalty: 3123.333496
	Iteration 34Q: 3 clusters Score -1332761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1332765.625000 Penalty: 3123.333496
	Iteration 35Q: 3 clusters Score -1332766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1332765.000000 Penalty: 3123.333496
	Iteration 36Q: 3 clusters Score -1332765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1332763.625000 Penalty: 3123.333496
	Iteration 37Q: 3 clusters Score -1332764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1332764.375000 Penalty: 3123.333496
	Iteration 38Q: 3 clusters Score -1332764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1332762.750000 Penalty: 3123.333496
	Iteration 39Q: 3 clusters Score -1332763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1332766.625000 Penalty: 3123.333496
	Iteration 40F: 3 clusters Score -1332767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1332768.625000 Penalty: 3123.333496
	Iteration 41Q: 3 clusters Score -1332769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1332770.375000 Penalty: 3123.333496
	Iteration 42Q: 3 clusters Score -1332770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1332767.750000 Penalty: 3123.333496
	Iteration 43Q: 3 clusters Score -1332768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1332768.875000 Penalty: 3123.333496
	Iteration 44Q: 3 clusters Score -1332769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1332769.750000 Penalty: 3123.333496
	Iteration 45Q: 3 clusters Score -1332770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1332769.375000 Penalty: 3123.333496
	Iteration 46Q: 3 clusters Score -1332769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1332767.625000 Penalty: 3123.333496
	Iteration 47Q: 3 clusters Score -1332768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1332769.625000 Penalty: 3123.333496
	Iteration 48Q: 3 clusters Score -1332770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1332773.375000 Penalty: 3123.333496
	Iteration 49Q: 3 clusters Score -1332773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1332772.875000 Penalty: 3123.333496
	Iteration 50Q: 3 clusters Score -1332773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1332771.250000 Penalty: 3123.333496
	Iteration 51Q: 3 clusters Score -1332771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1332770.875000 Penalty: 3123.333496
	Iteration 52Q: 3 clusters Score -1332771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1332772.750000 Penalty: 3123.333496
	Iteration 53Q: 3 clusters Score -1332773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1332771.500000 Penalty: 3123.333496
	Iteration 54Q: 3 clusters Score -1332772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1332777.500000 Penalty: 3123.333496
	Iteration 55Q: 3 clusters Score -1332778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1332779.625000 Penalty: 3123.333496
	Iteration 56Q: 3 clusters Score -1332780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1332781.375000 Penalty: 3123.333496
	Iteration 57Q: 3 clusters Score -1332781 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1332785.125000 Penalty: 3123.333496
	Iteration 58Q: 3 clusters Score -1332785 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1332785.375000 Penalty: 3123.333496
	Iteration 59Q: 3 clusters Score -1332785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1332791.375000 Penalty: 3123.333496
	Iteration 60F: 3 clusters Score -1332791 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1332796.375000 Penalty: 3123.333496
	Iteration 61Q: 3 clusters Score -1332796 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1332794.625000 Penalty: 3123.333496
	Iteration 62Q: 3 clusters Score -1332795 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1332802.625000 Penalty: 3123.333496
	Iteration 63Q: 3 clusters Score -1332803 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1332808.000000 Penalty: 3123.333496
	Iteration 64Q: 3 clusters Score -1332808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1332813.750000 Penalty: 3123.333496
	Iteration 65Q: 3 clusters Score -1332814 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1332820.250000 Penalty: 3123.333496
	Iteration 66Q: 3 clusters Score -1332820 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1332826.625000 Penalty: 3123.333496
	Iteration 67Q: 3 clusters Score -1332827 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1332830.750000 Penalty: 3123.333496
	Iteration 68Q: 3 clusters Score -1332831 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1332841.750000 Penalty: 3123.333496
	Iteration 69Q: 3 clusters Score -1332842 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1332843.500000 Penalty: 3123.333496
	Iteration 70Q: 3 clusters Score -1332844 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1332856.375000 Penalty: 3123.333496
	Iteration 71Q: 3 clusters Score -1332856 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1332859.750000 Penalty: 3123.333496
	Iteration 72Q: 3 clusters Score -1332860 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1332861.250000 Penalty: 3123.333496
	Iteration 73Q: 3 clusters Score -1332861 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1332872.125000 Penalty: 3123.333496
	Iteration 74Q: 3 clusters Score -1332872 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1332879.000000 Penalty: 3123.333496
	Iteration 75Q: 3 clusters Score -1332879 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1332884.250000 Penalty: 3123.333496
	Iteration 76Q: 3 clusters Score -1332884 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1332884.875000 Penalty: 3123.333496
	Iteration 77Q: 3 clusters Score -1332885 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1332896.000000 Penalty: 3123.333496
	Iteration 78Q: 3 clusters Score -1332896 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1332899.125000 Penalty: 3123.333496
	Iteration 79Q: 3 clusters Score -1332899 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1332904.875000 Penalty: 3123.333496
	Iteration 80F: 3 clusters Score -1332905 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1332906.375000 Penalty: 3123.333496
	Iteration 81Q: 3 clusters Score -1332906 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1332918.375000 Penalty: 3123.333496
	Iteration 82Q: 3 clusters Score -1332918 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1332929.750000 Penalty: 3123.333496
	Iteration 83Q: 3 clusters Score -1332930 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1332938.625000 Penalty: 3123.333496
	Iteration 84Q: 3 clusters Score -1332939 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1332946.750000 Penalty: 3123.333496
	Iteration 85Q: 3 clusters Score -1332947 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1332960.875000 Penalty: 3123.333496
	Iteration 86Q: 3 clusters Score -1332961 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1332966.750000 Penalty: 3123.333496
	Iteration 87Q: 3 clusters Score -1332967 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1332985 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1333000.625000 Penalty: 3123.333496
	Iteration 89Q: 3 clusters Score -1333001 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1333021 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1333045 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1333068.625000 Penalty: 3123.333496
	Iteration 92Q: 3 clusters Score -1333069 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1333095.625000 Penalty: 3123.333496
	Iteration 93Q: 3 clusters Score -1333096 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1333113.500000 Penalty: 3123.333496
	Iteration 94Q: 3 clusters Score -1333114 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1333126.625000 Penalty: 3123.333496
	Iteration 95Q: 3 clusters Score -1333127 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1333150.875000 Penalty: 3123.333496
	Iteration 96Q: 3 clusters Score -1333151 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1333162.250000 Penalty: 3123.333496
	Iteration 97Q: 3 clusters Score -1333162 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1333187.375000 Penalty: 3123.333496
	Iteration 98Q: 3 clusters Score -1333187 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1333208.625000 Penalty: 3123.333496
	Iteration 99Q: 3 clusters Score -1333209 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1333226.375000 Penalty: 3123.333496
	Iteration 100F: 3 clusters Score -1333226 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1333249 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1333273 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1333296.125000 Penalty: 3123.333496
	Iteration 103Q: 3 clusters Score -1333296 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1333314.000000 Penalty: 3123.333496
	Iteration 104Q: 3 clusters Score -1333314 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1333333.125000 Penalty: 3123.333496
	Iteration 105Q: 3 clusters Score -1333333 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1333341.500000 Penalty: 3123.333496
	Iteration 106Q: 3 clusters Score -1333342 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1333360.125000 Penalty: 3123.333496
	Iteration 107Q: 3 clusters Score -1333360 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1333373.875000 Penalty: 3123.333496
	Iteration 108Q: 3 clusters Score -1333374 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1333386.500000 Penalty: 3123.333496
	Iteration 109Q: 3 clusters Score -1333386 nChanged 74
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: -1333395.750000 Penalty: 3123.333496
	Iteration 110Q: 3 clusters Score -1333396 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1333413.750000 Penalty: 3123.333496
	Iteration 111Q: 3 clusters Score -1333414 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1333424.125000 Penalty: 3123.333496
	Iteration 112Q: 3 clusters Score -1333424 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1333426.625000 Penalty: 3123.333496
	Iteration 113Q: 3 clusters Score -1333427 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1333439.125000 Penalty: 3123.333496
	Iteration 114Q: 3 clusters Score -1333439 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1333444.750000 Penalty: 3123.333496
	Iteration 115Q: 3 clusters Score -1333445 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1333452.250000 Penalty: 3123.333496
	Iteration 116Q: 3 clusters Score -1333452 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1333464.125000 Penalty: 3123.333496
	Iteration 117Q: 3 clusters Score -1333464 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1333471.000000 Penalty: 3123.333496
	Iteration 118Q: 3 clusters Score -1333471 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1333474.250000 Penalty: 3123.333496
	Iteration 119Q: 3 clusters Score -1333474 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1333480.500000 Penalty: 3123.333496
	Iteration 120F: 3 clusters Score -1333480 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1333481.875000 Penalty: 3123.333496
	Iteration 121Q: 3 clusters Score -1333482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1333489.000000 Penalty: 3123.333496
	Iteration 122Q: 3 clusters Score -1333489 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1333494.125000 Penalty: 3123.333496
	Iteration 123Q: 3 clusters Score -1333494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1333498.625000 Penalty: 3123.333496
	Iteration 124Q: 3 clusters Score -1333499 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1333503.500000 Penalty: 3123.333496
	Iteration 125Q: 3 clusters Score -1333504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1333505.750000 Penalty: 3123.333496
	Iteration 126Q: 3 clusters Score -1333506 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1333511.750000 Penalty: 3123.333496
	Iteration 127Q: 3 clusters Score -1333512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1333512.750000 Penalty: 3123.333496
	Iteration 128Q: 3 clusters Score -1333513 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1333514.750000 Penalty: 3123.333496
	Iteration 129Q: 3 clusters Score -1333515 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1333520.875000 Penalty: 3123.333496
	Iteration 130Q: 3 clusters Score -1333521 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1333521.875000 Penalty: 3123.333496
	Iteration 131Q: 3 clusters Score -1333522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1333528.250000 Penalty: 3123.333496
	Iteration 132Q: 3 clusters Score -1333528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1333534.875000 Penalty: 3123.333496
	Iteration 133Q: 3 clusters Score -1333535 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1333537.500000 Penalty: 3123.333496
	Iteration 134Q: 3 clusters Score -1333538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1333531.625000 Penalty: 3123.333496
	Iteration 135Q: 3 clusters Score -1333532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1333535.125000 Penalty: 3123.333496
	Iteration 136Q: 3 clusters Score -1333535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1333536.000000 Penalty: 3123.333496
	Iteration 137Q: 3 clusters Score -1333536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1333538.250000 Penalty: 3123.333496
	Iteration 138Q: 3 clusters Score -1333538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1333541.250000 Penalty: 3123.333496
	Iteration 139Q: 3 clusters Score -1333541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1333545.750000 Penalty: 3123.333496
	Iteration 140F: 3 clusters Score -1333546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1333546.000000 Penalty: 3123.333496
	Iteration 141Q: 3 clusters Score -1333546 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1333551.500000 Penalty: 3123.333496
	Iteration 142Q: 3 clusters Score -1333552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1333555.375000 Penalty: 3123.333496
	Iteration 143Q: 3 clusters Score -1333555 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1333559.000000 Penalty: 3123.333496
	Iteration 144Q: 3 clusters Score -1333559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1333557.000000 Penalty: 3123.333496
	Iteration 145Q: 3 clusters Score -1333557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1333556.500000 Penalty: 3123.333496
	Iteration 146Q: 3 clusters Score -1333556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1333559.125000 Penalty: 3123.333496
	Iteration 147Q: 3 clusters Score -1333559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1333559.500000 Penalty: 3123.333496
	Iteration 148Q: 3 clusters Score -1333560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1333557.750000 Penalty: 3123.333496
	Iteration 149Q: 3 clusters Score -1333558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1333559.500000 Penalty: 3123.333496
	Iteration 150Q: 3 clusters Score -1333560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1333560.125000 Penalty: 3123.333496
	Iteration 151Q: 3 clusters Score -1333560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1333561.125000 Penalty: 3123.333496
	Iteration 152Q: 3 clusters Score -1333561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1333557.625000 Penalty: 3123.333496
	Iteration 153Q: 3 clusters Score -1333558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1333557.625000 Penalty: 3123.333496
	Iteration 154F: 3 clusters Score -1333558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10811 members 
Entering Unmasked Estep 
Score: -1003299.937500 Penalty: 1509.351929
	Iteration 0F: 2 clusters Score -1003300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -995602.875000 Penalty: 3018.703857
	Iteration 0F: 3 clusters Score -995602.9 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -998120.500000 Penalty: 3018.703857
	Iteration 1F: 3 clusters Score -998120.5 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -998377.125000 Penalty: 3018.703857
	Iteration 2F: 3 clusters Score -998377.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -998603.125000 Penalty: 3018.703857
	Iteration 3Q: 3 clusters Score -998603.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -998826.250000 Penalty: 3018.703857
	Iteration 4Q: 3 clusters Score -998826.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -999067.625000 Penalty: 3018.703857
	Iteration 5Q: 3 clusters Score -999067.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -999341.125000 Penalty: 3018.703857
	Iteration 6Q: 3 clusters Score -999341.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -999701.187500 Penalty: 3018.703857
	Iteration 7F: 3 clusters Score -999701.2 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1000154.000000 Penalty: 3018.703857
	Iteration 8F: 3 clusters Score -1000154 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1000639.875000 Penalty: 3018.703857
	Iteration 9F: 3 clusters Score -1000640 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1001160.375000 Penalty: 3018.703857
	Iteration 10F: 3 clusters Score -1001160 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1001543.437500 Penalty: 3018.703857
	Iteration 11Q: 3 clusters Score -1001543 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1001749.375000 Penalty: 3018.703857
	Iteration 12Q: 3 clusters Score -1001749 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1001894.125000 Penalty: 3018.703857
	Iteration 13Q: 3 clusters Score -1001894 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1001975.250000 Penalty: 3018.703857
	Iteration 14Q: 3 clusters Score -1001975 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1002020.562500 Penalty: 3018.703857
	Iteration 15Q: 3 clusters Score -1002021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1002043.125000 Penalty: 3018.703857
	Iteration 16Q: 3 clusters Score -1002043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1002058.687500 Penalty: 3018.703857
	Iteration 17Q: 3 clusters Score -1002059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1002067.000000 Penalty: 3018.703857
	Iteration 18Q: 3 clusters Score -1002067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1002072.750000 Penalty: 3018.703857
	Iteration 19Q: 3 clusters Score -1002073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1002077.875000 Penalty: 3018.703857
	Iteration 20F: 3 clusters Score -1002078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1002078.187500 Penalty: 3018.703857
	Iteration 21Q: 3 clusters Score -1002078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1002078.500000 Penalty: 3018.703857
	Iteration 22Q: 3 clusters Score -1002078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1002078.375000 Penalty: 3018.703857
	Iteration 23Q: 3 clusters Score -1002078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1002078.812500 Penalty: 3018.703857
	Iteration 24Q: 3 clusters Score -1002079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1002081.437500 Penalty: 3018.703857
	Iteration 25Q: 3 clusters Score -1002081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1002082.250000 Penalty: 3018.703857
	Iteration 26Q: 3 clusters Score -1002082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1002084.125000 Penalty: 3018.703857
	Iteration 27Q: 3 clusters Score -1002084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1002085.937500 Penalty: 3018.703857
	Iteration 28Q: 3 clusters Score -1002086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1002087.562500 Penalty: 3018.703857
	Iteration 29Q: 3 clusters Score -1002088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1002090.500000 Penalty: 3018.703857
	Iteration 30Q: 3 clusters Score -1002090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1002090.312500 Penalty: 3018.703857
	Iteration 31Q: 3 clusters Score -1002090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1002090.687500 Penalty: 3018.703857
	Iteration 32Q: 3 clusters Score -1002091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1002091.125000 Penalty: 3018.703857
	Iteration 33Q: 3 clusters Score -1002091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1002091.125000 Penalty: 3018.703857
	Iteration 34F: 3 clusters Score -1002091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Entering Unmasked Estep 
Score: -90263.062500 Penalty: 1134.262329
	Iteration 0F: 2 clusters Score -90263.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -88779.140625 Penalty: 2268.524658
	Iteration 0F: 3 clusters Score -88779.14 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -89071.320312 Penalty: 2268.524658
	Iteration 1F: 3 clusters Score -89071.32 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -89175.312500 Penalty: 2268.524658
	Iteration 2F: 3 clusters Score -89175.31 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -89231.929688 Penalty: 2268.524658
	Iteration 3Q: 3 clusters Score -89231.93 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -89267.585938 Penalty: 2268.524658
	Iteration 4Q: 3 clusters Score -89267.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -89282.265625 Penalty: 2268.524658
	Iteration 5Q: 3 clusters Score -89282.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -89301.695312 Penalty: 2268.524658
	Iteration 6Q: 3 clusters Score -89301.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -89322.109375 Penalty: 2268.524658
	Iteration 7Q: 3 clusters Score -89322.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -89347.921875 Penalty: 2268.524658
	Iteration 8Q: 3 clusters Score -89347.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -89375.367188 Penalty: 2268.524658
	Iteration 9Q: 3 clusters Score -89375.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -89410.453125 Penalty: 2268.524658
	Iteration 10Q: 3 clusters Score -89410.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -89457.953125 Penalty: 2268.524658
	Iteration 11Q: 3 clusters Score -89457.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -89498.054688 Penalty: 2268.524658
	Iteration 12Q: 3 clusters Score -89498.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -89549.500000 Penalty: 2268.524658
	Iteration 13Q: 3 clusters Score -89549.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -89608.632812 Penalty: 2268.524658
	Iteration 14Q: 3 clusters Score -89608.63 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -89678.367188 Penalty: 2268.524658
	Iteration 15Q: 3 clusters Score -89678.37 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -89739.640625 Penalty: 2268.524658
	Iteration 16Q: 3 clusters Score -89739.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -89795.289062 Penalty: 2268.524658
	Iteration 17Q: 3 clusters Score -89795.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -89863.132812 Penalty: 2268.524658
	Iteration 18Q: 3 clusters Score -89863.13 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -89959.789062 Penalty: 2268.524658
	Iteration 19Q: 3 clusters Score -89959.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -90060.898438 Penalty: 2268.524658
	Iteration 20F: 3 clusters Score -90060.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -90255.539062 Penalty: 2268.524658
	Iteration 21Q: 3 clusters Score -90255.54 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -90476.945312 Penalty: 2268.524658
	Iteration 22Q: 3 clusters Score -90476.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -90610.101562 Penalty: 2268.524658
	Iteration 23Q: 3 clusters Score -90610.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -90808.125000 Penalty: 2268.524658
	Iteration 24Q: 3 clusters Score -90808.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -90904.960938 Penalty: 2268.524658
	Iteration 25Q: 3 clusters Score -90904.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -90926.375000 Penalty: 2268.524658
	Iteration 26Q: 3 clusters Score -90926.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -90928.890625 Penalty: 2268.524658
	Iteration 27Q: 3 clusters Score -90928.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -90928.890625 Penalty: 2268.524658
	Iteration 28F: 3 clusters Score -90928.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 52116 members 
Mstep: Class 3 contains 41688 members 
Mstep: Class 4 contains 115175 members 
Mstep: Class 5 contains 7267 members 
Mstep: Class 6 contains 14917 members 
Mstep: Class 7 contains 10811 members 
Mstep: Class 8 contains 305 members 
Mstep: Class 9 contains 124346 members 
Mstep: Class 10 contains 26301 members 
Mstep: Class 11 contains 8907 members 
Mstep: Class 12 contains 40259 members 
Mstep: Class 13 contains 4441 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 17505 members 
Mstep: Class 16 contains 24003 members 
Mstep: Class 17 contains 86755 members 
Mstep: Class 18 contains 61167 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5187 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2479 members 
Mstep: Class 23 contains 60987 members 
Mstep: Class 24 contains 5277 members 
Mstep: Class 25 contains 12935 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7152 members 
Mstep: Class 29 contains 2734 members 
Mstep: Class 30 contains 73992 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14261 members 
Mstep: Class 33 contains 1512 members 
Mstep: Class 34 contains 1460 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1708 members 
Mstep: Class 38 contains 7772 members 
Mstep: Class 39 contains 5196 members 
Mstep: Class 40 contains 2801 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63563 members 
Mstep: Class 43 contains 8743 members 
Mstep: Class 44 contains 660 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 3982 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 1685 members 
Mstep: Class 49 contains 770 members 
Entering Unmasked Estep 
Score: -84468768.000000 Penalty: 109667.085938
Splitting cluster 8 changes total score from -84469112.000000 to -84468768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (124346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124346 members 
Entering Unmasked Estep 
Score: -11790439.000000 Penalty: 1906.258789
	Iteration 0F: 2 clusters Score -1.179044e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61882 members 
Mstep: Class 2 contains 62464 members 
Entering Unmasked Estep 
Score: -11706980.000000 Penalty: 3812.517578
	Iteration 0F: 3 clusters Score -1.170698e+07 nChanged 59804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58232 members 
Mstep: Class 2 contains 66114 members 
Entering Unmasked Estep 
Score: -11741715.000000 Penalty: 3812.517578
	Iteration 1F: 3 clusters Score -1.174172e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55686 members 
Mstep: Class 2 contains 68660 members 
Entering Unmasked Estep 
Score: -11742581.000000 Penalty: 3812.517578
	Iteration 2Q: 3 clusters Score -1.174258e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51648 members 
Mstep: Class 2 contains 72698 members 
Entering Unmasked Estep 
Score: -11744212.000000 Penalty: 3812.517578
	Iteration 3Q: 3 clusters Score -1.174421e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 79010 members 
Entering Unmasked Estep 
Score: -11747311.000000 Penalty: 3812.517578
	Iteration 4F: 3 clusters Score -1.174731e+07 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 88338 members 
Entering Unmasked Estep 
Score: -11753783.000000 Penalty: 3812.517578
	Iteration 5F: 3 clusters Score -1.175378e+07 nChanged 12141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 100479 members 
Entering Unmasked Estep 
Score: -11764458.000000 Penalty: 3812.517578
	Iteration 6F: 3 clusters Score -1.176446e+07 nChanged 12251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 112730 members 
Entering Unmasked Estep 
Score: -11776877.000000 Penalty: 3812.517578
	Iteration 7F: 3 clusters Score -1.177688e+07 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 120728 members 
Entering Unmasked Estep 
Score: -11785218.000000 Penalty: 3812.517578
	Iteration 8F: 3 clusters Score -1.178522e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 123488 members 
Entering Unmasked Estep 
Score: -11787932.000000 Penalty: 3812.517578
	Iteration 9Q: 3 clusters Score -1.178793e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 124084 members 
Entering Unmasked Estep 
Score: -11788503.000000 Penalty: 3812.517578
	Iteration 10Q: 3 clusters Score -1.17885e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 124188 members 
Entering Unmasked Estep 
Score: -11788644.000000 Penalty: 3812.517578
	Iteration 11Q: 3 clusters Score -1.178864e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 124217 members 
Entering Unmasked Estep 
Score: -11788697.000000 Penalty: 3812.517578
	Iteration 12Q: 3 clusters Score -1.17887e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 124222 members 
Entering Unmasked Estep 
Score: -11788725.000000 Penalty: 3812.517578
	Iteration 13Q: 3 clusters Score -1.178872e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 124226 members 
Entering Unmasked Estep 
Score: -11788755.000000 Penalty: 3812.517578
	Iteration 14Q: 3 clusters Score -1.178876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 124232 members 
Entering Unmasked Estep 
Score: -11788769.000000 Penalty: 3812.517578
	Iteration 15Q: 3 clusters Score -1.178877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 124233 members 
Entering Unmasked Estep 
Score: -11788775.000000 Penalty: 3812.517578
	Iteration 16Q: 3 clusters Score -1.178878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 124233 members 
Entering Unmasked Estep 
Score: -11788779.000000 Penalty: 3812.517578
	Iteration 17Q: 3 clusters Score -1.178878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 124234 members 
Entering Unmasked Estep 
Score: -11788786.000000 Penalty: 3812.517578
	Iteration 18Q: 3 clusters Score -1.178879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 124234 members 
Entering Unmasked Estep 
Score: -11788786.000000 Penalty: 3812.517578
	Iteration 19F: 3 clusters Score -1.178879e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Entering Unmasked Estep 
Score: -2439322.500000 Penalty: 1653.821411
	Iteration 0F: 2 clusters Score -2439322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -2421461.500000 Penalty: 3307.642822
	Iteration 0F: 3 clusters Score -2421462 nChanged 12116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -2428104.750000 Penalty: 3307.642822
	Iteration 1F: 3 clusters Score -2428105 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -2428502.250000 Penalty: 3307.642822
	Iteration 2Q: 3 clusters Score -2428502 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -2428853.750000 Penalty: 3307.642822
	Iteration 3Q: 3 clusters Score -2428854 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -2429222.750000 Penalty: 3307.642822
	Iteration 4Q: 3 clusters Score -2429223 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -2429729.750000 Penalty: 3307.642822
	Iteration 5Q: 3 clusters Score -2429730 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2430454.250000 Penalty: 3307.642822
	Iteration 6F: 3 clusters Score -2430454 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -2431540.500000 Penalty: 3307.642822
	Iteration 7F: 3 clusters Score -2431540 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -2433102.000000 Penalty: 3307.642822
	Iteration 8F: 3 clusters Score -2433102 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -2434828.750000 Penalty: 3307.642822
	Iteration 9F: 3 clusters Score -2434829 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -2436343.500000 Penalty: 3307.642822
	Iteration 10F: 3 clusters Score -2436344 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -2437191.750000 Penalty: 3307.642822
	Iteration 11Q: 3 clusters Score -2437192 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -2437549.250000 Penalty: 3307.642822
	Iteration 12Q: 3 clusters Score -2437549 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -2437711.750000 Penalty: 3307.642822
	Iteration 13Q: 3 clusters Score -2437712 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -2437796.250000 Penalty: 3307.642822
	Iteration 14Q: 3 clusters Score -2437796 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -2437837.000000 Penalty: 3307.642822
	Iteration 15Q: 3 clusters Score -2437837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -2437862.000000 Penalty: 3307.642822
	Iteration 16Q: 3 clusters Score -2437862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -2437882.000000 Penalty: 3307.642822
	Iteration 17Q: 3 clusters Score -2437882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -2437892.250000 Penalty: 3307.642822
	Iteration 18Q: 3 clusters Score -2437892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -2437899.250000 Penalty: 3307.642822
	Iteration 19Q: 3 clusters Score -2437899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -2437899.750000 Penalty: 3307.642822
	Iteration 20F: 3 clusters Score -2437900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Entering Unmasked Estep 
Score: -731349.625000 Penalty: 1477.871338
	Iteration 0F: 2 clusters Score -731349.6 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 4451 members 
Entering Unmasked Estep 
Score: -724976.562500 Penalty: 2955.742676
	Iteration 0F: 3 clusters Score -724976.6 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -727388.750000 Penalty: 2955.742676
	Iteration 1F: 3 clusters Score -727388.8 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -728121.312500 Penalty: 2955.742676
	Iteration 2F: 3 clusters Score -728121.3 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -728726.375000 Penalty: 2955.742676
	Iteration 3F: 3 clusters Score -728726.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -729192.562500 Penalty: 2955.742676
	Iteration 4F: 3 clusters Score -729192.6 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -729582.875000 Penalty: 2955.742676
	Iteration 5F: 3 clusters Score -729582.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -729885.875000 Penalty: 2955.742676
	Iteration 6F: 3 clusters Score -729885.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -730088.125000 Penalty: 2955.742676
	Iteration 7Q: 3 clusters Score -730088.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -730220.875000 Penalty: 2955.742676
	Iteration 8Q: 3 clusters Score -730220.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -730317.375000 Penalty: 2955.742676
	Iteration 9Q: 3 clusters Score -730317.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -730398.437500 Penalty: 2955.742676
	Iteration 10Q: 3 clusters Score -730398.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -730466.125000 Penalty: 2955.742676
	Iteration 11Q: 3 clusters Score -730466.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -730514.687500 Penalty: 2955.742676
	Iteration 12Q: 3 clusters Score -730514.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -730548.687500 Penalty: 2955.742676
	Iteration 13Q: 3 clusters Score -730548.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -730571.875000 Penalty: 2955.742676
	Iteration 14Q: 3 clusters Score -730571.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -730591.437500 Penalty: 2955.742676
	Iteration 15Q: 3 clusters Score -730591.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -730605.000000 Penalty: 2955.742676
	Iteration 16Q: 3 clusters Score -730605 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -730618.312500 Penalty: 2955.742676
	Iteration 17Q: 3 clusters Score -730618.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -730627.812500 Penalty: 2955.742676
	Iteration 18Q: 3 clusters Score -730627.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -730640.625000 Penalty: 2955.742676
	Iteration 19Q: 3 clusters Score -730640.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -730651.625000 Penalty: 2955.742676
	Iteration 20F: 3 clusters Score -730651.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -730670.687500 Penalty: 2955.742676
	Iteration 21Q: 3 clusters Score -730670.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -730696.750000 Penalty: 2955.742676
	Iteration 22Q: 3 clusters Score -730696.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -730718.625000 Penalty: 2955.742676
	Iteration 23Q: 3 clusters Score -730718.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -730744.000000 Penalty: 2955.742676
	Iteration 24Q: 3 clusters Score -730744 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -730761.625000 Penalty: 2955.742676
	Iteration 25Q: 3 clusters Score -730761.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -730776.625000 Penalty: 2955.742676
	Iteration 26Q: 3 clusters Score -730776.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -730793.562500 Penalty: 2955.742676
	Iteration 27Q: 3 clusters Score -730793.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -730803.937500 Penalty: 2955.742676
	Iteration 28Q: 3 clusters Score -730803.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -730808.312500 Penalty: 2955.742676
	Iteration 29Q: 3 clusters Score -730808.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -730812.375000 Penalty: 2955.742676
	Iteration 30Q: 3 clusters Score -730812.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -730815.000000 Penalty: 2955.742676
	Iteration 31Q: 3 clusters Score -730815 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -730821.312500 Penalty: 2955.742676
	Iteration 32Q: 3 clusters Score -730821.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -730825.375000 Penalty: 2955.742676
	Iteration 33Q: 3 clusters Score -730825.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -730829.687500 Penalty: 2955.742676
	Iteration 34Q: 3 clusters Score -730829.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -730836.000000 Penalty: 2955.742676
	Iteration 35Q: 3 clusters Score -730836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -730838.687500 Penalty: 2955.742676
	Iteration 36Q: 3 clusters Score -730838.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -730840.250000 Penalty: 2955.742676
	Iteration 37Q: 3 clusters Score -730840.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -730842.750000 Penalty: 2955.742676
	Iteration 38Q: 3 clusters Score -730842.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -730845.375000 Penalty: 2955.742676
	Iteration 39Q: 3 clusters Score -730845.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -730847.812500 Penalty: 2955.742676
	Iteration 40F: 3 clusters Score -730847.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -730850.562500 Penalty: 2955.742676
	Iteration 41Q: 3 clusters Score -730850.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -730852.125000 Penalty: 2955.742676
	Iteration 42Q: 3 clusters Score -730852.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -730855.812500 Penalty: 2955.742676
	Iteration 43Q: 3 clusters Score -730855.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -730857.000000 Penalty: 2955.742676
	Iteration 44Q: 3 clusters Score -730857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -730857.687500 Penalty: 2955.742676
	Iteration 45Q: 3 clusters Score -730857.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -730858.687500 Penalty: 2955.742676
	Iteration 46Q: 3 clusters Score -730858.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -730861.375000 Penalty: 2955.742676
	Iteration 47Q: 3 clusters Score -730861.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -730863.125000 Penalty: 2955.742676
	Iteration 48Q: 3 clusters Score -730863.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -730864.875000 Penalty: 2955.742676
	Iteration 49Q: 3 clusters Score -730864.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -730867.500000 Penalty: 2955.742676
	Iteration 50Q: 3 clusters Score -730867.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -730869.437500 Penalty: 2955.742676
	Iteration 51Q: 3 clusters Score -730869.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -730870.625000 Penalty: 2955.742676
	Iteration 52Q: 3 clusters Score -730870.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -730873.125000 Penalty: 2955.742676
	Iteration 53Q: 3 clusters Score -730873.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -730874.250000 Penalty: 2955.742676
	Iteration 54Q: 3 clusters Score -730874.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -730874.000000 Penalty: 2955.742676
	Iteration 55Q: 3 clusters Score -730874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -730875.312500 Penalty: 2955.742676
	Iteration 56Q: 3 clusters Score -730875.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -730877.875000 Penalty: 2955.742676
	Iteration 57Q: 3 clusters Score -730877.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -730878.312500 Penalty: 2955.742676
	Iteration 58Q: 3 clusters Score -730878.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -730878.750000 Penalty: 2955.742676
	Iteration 59Q: 3 clusters Score -730878.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -730880.250000 Penalty: 2955.742676
	Iteration 60F: 3 clusters Score -730880.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -730882.187500 Penalty: 2955.742676
	Iteration 61Q: 3 clusters Score -730882.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -730883.187500 Penalty: 2955.742676
	Iteration 62Q: 3 clusters Score -730883.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -730884.500000 Penalty: 2955.742676
	Iteration 63Q: 3 clusters Score -730884.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -730883.625000 Penalty: 2955.742676
	Iteration 64Q: 3 clusters Score -730883.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -730886.875000 Penalty: 2955.742676
	Iteration 65Q: 3 clusters Score -730886.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -730888.750000 Penalty: 2955.742676
	Iteration 66Q: 3 clusters Score -730888.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -730886.250000 Penalty: 2955.742676
	Iteration 67Q: 3 clusters Score -730886.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -730888.000000 Penalty: 2955.742676
	Iteration 68Q: 3 clusters Score -730888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -730889.250000 Penalty: 2955.742676
	Iteration 69Q: 3 clusters Score -730889.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -730889.000000 Penalty: 2955.742676
	Iteration 70Q: 3 clusters Score -730889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -730890.250000 Penalty: 2955.742676
	Iteration 71Q: 3 clusters Score -730890.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -730892.437500 Penalty: 2955.742676
	Iteration 72Q: 3 clusters Score -730892.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -730891.562500 Penalty: 2955.742676
	Iteration 73Q: 3 clusters Score -730891.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -730892.500000 Penalty: 2955.742676
	Iteration 74Q: 3 clusters Score -730892.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -730892.937500 Penalty: 2955.742676
	Iteration 75Q: 3 clusters Score -730892.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -730892.187500 Penalty: 2955.742676
	Iteration 76Q: 3 clusters Score -730892.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -730893.125000 Penalty: 2955.742676
	Iteration 77Q: 3 clusters Score -730893.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -730895.312500 Penalty: 2955.742676
	Iteration 78Q: 3 clusters Score -730895.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -730896.125000 Penalty: 2955.742676
	Iteration 79Q: 3 clusters Score -730896.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -730897.500000 Penalty: 2955.742676
	Iteration 80F: 3 clusters Score -730897.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -730898.875000 Penalty: 2955.742676
	Iteration 81Q: 3 clusters Score -730898.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -730900.062500 Penalty: 2955.742676
	Iteration 82Q: 3 clusters Score -730900.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -730903.125000 Penalty: 2955.742676
	Iteration 83Q: 3 clusters Score -730903.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -730904.000000 Penalty: 2955.742676
	Iteration 84Q: 3 clusters Score -730904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -730906.437500 Penalty: 2955.742676
	Iteration 85Q: 3 clusters Score -730906.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -730906.937500 Penalty: 2955.742676
	Iteration 86Q: 3 clusters Score -730906.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -730912.687500 Penalty: 2955.742676
	Iteration 87Q: 3 clusters Score -730912.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -730911.750000 Penalty: 2955.742676
	Iteration 88Q: 3 clusters Score -730911.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -730911.562500 Penalty: 2955.742676
	Iteration 89Q: 3 clusters Score -730911.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -730913.625000 Penalty: 2955.742676
	Iteration 90Q: 3 clusters Score -730913.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -730916.000000 Penalty: 2955.742676
	Iteration 91Q: 3 clusters Score -730916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -730916.875000 Penalty: 2955.742676
	Iteration 92Q: 3 clusters Score -730916.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -730919.437500 Penalty: 2955.742676
	Iteration 93Q: 3 clusters Score -730919.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -730922.125000 Penalty: 2955.742676
	Iteration 94Q: 3 clusters Score -730922.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -730924.687500 Penalty: 2955.742676
	Iteration 95Q: 3 clusters Score -730924.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -730927.250000 Penalty: 2955.742676
	Iteration 96Q: 3 clusters Score -730927.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -730930.375000 Penalty: 2955.742676
	Iteration 97Q: 3 clusters Score -730930.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -730933.062500 Penalty: 2955.742676
	Iteration 98Q: 3 clusters Score -730933.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -730936.750000 Penalty: 2955.742676
	Iteration 99Q: 3 clusters Score -730936.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -730938.125000 Penalty: 2955.742676
	Iteration 100F: 3 clusters Score -730938.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -730943.812500 Penalty: 2955.742676
	Iteration 101Q: 3 clusters Score -730943.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -730946.750000 Penalty: 2955.742676
	Iteration 102Q: 3 clusters Score -730946.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -730953.625000 Penalty: 2955.742676
	Iteration 103Q: 3 clusters Score -730953.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -730956.062500 Penalty: 2955.742676
	Iteration 104Q: 3 clusters Score -730956.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -730959.312500 Penalty: 2955.742676
	Iteration 105Q: 3 clusters Score -730959.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -730961.187500 Penalty: 2955.742676
	Iteration 106Q: 3 clusters Score -730961.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -730966.125000 Penalty: 2955.742676
	Iteration 107Q: 3 clusters Score -730966.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -730971.062500 Penalty: 2955.742676
	Iteration 108Q: 3 clusters Score -730971.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -730974.687500 Penalty: 2955.742676
	Iteration 109Q: 3 clusters Score -730974.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -730973.937500 Penalty: 2955.742676
	Iteration 110Q: 3 clusters Score -730973.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -730974.562500 Penalty: 2955.742676
	Iteration 111Q: 3 clusters Score -730974.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -730974.750000 Penalty: 2955.742676
	Iteration 112Q: 3 clusters Score -730974.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -730975.187500 Penalty: 2955.742676
	Iteration 113Q: 3 clusters Score -730975.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -730976.000000 Penalty: 2955.742676
	Iteration 114Q: 3 clusters Score -730976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -730975.937500 Penalty: 2955.742676
	Iteration 115Q: 3 clusters Score -730975.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -730976.312500 Penalty: 2955.742676
	Iteration 116Q: 3 clusters Score -730976.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -730977.187500 Penalty: 2955.742676
	Iteration 117Q: 3 clusters Score -730977.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -730977.937500 Penalty: 2955.742676
	Iteration 118Q: 3 clusters Score -730977.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -730977.875000 Penalty: 2955.742676
	Iteration 119Q: 3 clusters Score -730977.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -730977.875000 Penalty: 2955.742676
	Iteration 120F: 3 clusters Score -730977.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (40259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Entering Unmasked Estep 
Score: -3737588.000000 Penalty: 1723.001831
	Iteration 0F: 2 clusters Score -3737588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -3710599.500000 Penalty: 3446.003662
	Iteration 0F: 3 clusters Score -3710600 nChanged 18818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -3720898.250000 Penalty: 3446.003662
	Iteration 1F: 3 clusters Score -3720898 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -3721275.500000 Penalty: 3446.003662
	Iteration 2Q: 3 clusters Score -3721276 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -3721582.250000 Penalty: 3446.003662
	Iteration 3Q: 3 clusters Score -3721582 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -3721937.500000 Penalty: 3446.003662
	Iteration 4Q: 3 clusters Score -3721938 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -3722379.500000 Penalty: 3446.003662
	Iteration 5Q: 3 clusters Score -3722380 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -3723058.000000 Penalty: 3446.003662
	Iteration 6Q: 3 clusters Score -3723058 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -3724229.250000 Penalty: 3446.003662
	Iteration 7F: 3 clusters Score -3724229 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -3726065.000000 Penalty: 3446.003662
	Iteration 8F: 3 clusters Score -3726065 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -3728728.500000 Penalty: 3446.003662
	Iteration 9F: 3 clusters Score -3728728 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -3731783.000000 Penalty: 3446.003662
	Iteration 10F: 3 clusters Score -3731783 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3734177.750000 Penalty: 3446.003662
	Iteration 11F: 3 clusters Score -3734178 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3735329.750000 Penalty: 3446.003662
	Iteration 12Q: 3 clusters Score -3735330 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3735761.000000 Penalty: 3446.003662
	Iteration 13Q: 3 clusters Score -3735761 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3735905.750000 Penalty: 3446.003662
	Iteration 14Q: 3 clusters Score -3735906 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3735969.000000 Penalty: 3446.003662
	Iteration 15Q: 3 clusters Score -3735969 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3736002.750000 Penalty: 3446.003662
	Iteration 16Q: 3 clusters Score -3736003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3736029.500000 Penalty: 3446.003662
	Iteration 17Q: 3 clusters Score -3736030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -3736046.750000 Penalty: 3446.003662
	Iteration 18Q: 3 clusters Score -3736047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -3736069.500000 Penalty: 3446.003662
	Iteration 19Q: 3 clusters Score -3736070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -3736075.750000 Penalty: 3446.003662
	Iteration 20F: 3 clusters Score -3736076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -3736079.750000 Penalty: 3446.003662
	Iteration 21Q: 3 clusters Score -3736080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -3736084.500000 Penalty: 3446.003662
	Iteration 22Q: 3 clusters Score -3736084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -3736085.000000 Penalty: 3446.003662
	Iteration 23Q: 3 clusters Score -3736085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -3736096.000000 Penalty: 3446.003662
	Iteration 24Q: 3 clusters Score -3736096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -3736095.500000 Penalty: 3446.003662
	Iteration 25Q: 3 clusters Score -3736096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -3736095.500000 Penalty: 3446.003662
	Iteration 26F: 3 clusters Score -3736096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Entering Unmasked Estep 
Score: -388131.750000 Penalty: 1364.778198
	Iteration 0F: 2 clusters Score -388131.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -384523.687500 Penalty: 2729.556396
	Iteration 0F: 3 clusters Score -384523.7 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -385694.812500 Penalty: 2729.556396
	Iteration 1F: 3 clusters Score -385694.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -385980.343750 Penalty: 2729.556396
	Iteration 2F: 3 clusters Score -385980.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -386227.500000 Penalty: 2729.556396
	Iteration 3F: 3 clusters Score -386227.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -386437.968750 Penalty: 2729.556396
	Iteration 4F: 3 clusters Score -386438 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -386582.875000 Penalty: 2729.556396
	Iteration 5F: 3 clusters Score -386582.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -386690.281250 Penalty: 2729.556396
	Iteration 6Q: 3 clusters Score -386690.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -386792.031250 Penalty: 2729.556396
	Iteration 7Q: 3 clusters Score -386792 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -386875.937500 Penalty: 2729.556396
	Iteration 8Q: 3 clusters Score -386875.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -386954.218750 Penalty: 2729.556396
	Iteration 9Q: 3 clusters Score -386954.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -387035.906250 Penalty: 2729.556396
	Iteration 10Q: 3 clusters Score -387035.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -387115.875000 Penalty: 2729.556396
	Iteration 11Q: 3 clusters Score -387115.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -387190.000000 Penalty: 2729.556396
	Iteration 12Q: 3 clusters Score -387190 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -387303.812500 Penalty: 2729.556396
	Iteration 13Q: 3 clusters Score -387303.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -387456.031250 Penalty: 2729.556396
	Iteration 14Q: 3 clusters Score -387456 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -387579.687500 Penalty: 2729.556396
	Iteration 15Q: 3 clusters Score -387579.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -387637.687500 Penalty: 2729.556396
	Iteration 16Q: 3 clusters Score -387637.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -387666.468750 Penalty: 2729.556396
	Iteration 17Q: 3 clusters Score -387666.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -387674.812500 Penalty: 2729.556396
	Iteration 18Q: 3 clusters Score -387674.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -387679.875000 Penalty: 2729.556396
	Iteration 19Q: 3 clusters Score -387679.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -387683.406250 Penalty: 2729.556396
	Iteration 20F: 3 clusters Score -387683.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -387685.718750 Penalty: 2729.556396
	Iteration 21Q: 3 clusters Score -387685.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -387687.750000 Penalty: 2729.556396
	Iteration 22Q: 3 clusters Score -387687.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -387688.718750 Penalty: 2729.556396
	Iteration 23Q: 3 clusters Score -387688.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -387691.531250 Penalty: 2729.556396
	Iteration 24Q: 3 clusters Score -387691.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -387692.437500 Penalty: 2729.556396
	Iteration 25Q: 3 clusters Score -387692.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -387693.250000 Penalty: 2729.556396
	Iteration 26Q: 3 clusters Score -387693.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -387693.531250 Penalty: 2729.556396
	Iteration 27Q: 3 clusters Score -387693.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -387694.000000 Penalty: 2729.556396
	Iteration 28Q: 3 clusters Score -387694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -387694.250000 Penalty: 2729.556396
	Iteration 29Q: 3 clusters Score -387694.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -387694.250000 Penalty: 2729.556396
	Iteration 30F: 3 clusters Score -387694.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Entering Unmasked Estep 
Score: -115846.250000 Penalty: 1184.006226
	Iteration 0F: 2 clusters Score -115846.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -114079.351562 Penalty: 2368.012451
	Iteration 0F: 3 clusters Score -114079.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -114563.789062 Penalty: 2368.012451
	Iteration 1F: 3 clusters Score -114563.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -114898.312500 Penalty: 2368.012451
	Iteration 2F: 3 clusters Score -114898.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -115141.460938 Penalty: 2368.012451
	Iteration 3F: 3 clusters Score -115141.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -115438.312500 Penalty: 2368.012451
	Iteration 4F: 3 clusters Score -115438.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -115746.093750 Penalty: 2368.012451
	Iteration 5F: 3 clusters Score -115746.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -115888.656250 Penalty: 2368.012451
	Iteration 6Q: 3 clusters Score -115888.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -115965.132812 Penalty: 2368.012451
	Iteration 7Q: 3 clusters Score -115965.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -116009.656250 Penalty: 2368.012451
	Iteration 8Q: 3 clusters Score -116009.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -116027.445312 Penalty: 2368.012451
	Iteration 9Q: 3 clusters Score -116027.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -116059.554688 Penalty: 2368.012451
	Iteration 10Q: 3 clusters Score -116059.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -116106.046875 Penalty: 2368.012451
	Iteration 11Q: 3 clusters Score -116106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -116117.695312 Penalty: 2368.012451
	Iteration 12Q: 3 clusters Score -116117.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -116121.906250 Penalty: 2368.012451
	Iteration 13Q: 3 clusters Score -116121.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -116123.703125 Penalty: 2368.012451
	Iteration 14Q: 3 clusters Score -116123.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -116124.179688 Penalty: 2368.012451
	Iteration 15Q: 3 clusters Score -116124.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -116124.179688 Penalty: 2368.012451
	Iteration 16F: 3 clusters Score -116124.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 52116 members 
Mstep: Class 3 contains 41688 members 
Mstep: Class 4 contains 115175 members 
Mstep: Class 5 contains 7267 members 
Mstep: Class 6 contains 14917 members 
Mstep: Class 7 contains 10811 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 124346 members 
Mstep: Class 10 contains 26301 members 
Mstep: Class 11 contains 8907 members 
Mstep: Class 12 contains 40259 members 
Mstep: Class 13 contains 4441 members 
Mstep: Class 14 contains 666 members 
Mstep: Class 15 contains 17505 members 
Mstep: Class 16 contains 24003 members 
Mstep: Class 17 contains 86755 members 
Mstep: Class 18 contains 61167 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5187 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2479 members 
Mstep: Class 23 contains 60987 members 
Mstep: Class 24 contains 5277 members 
Mstep: Class 25 contains 12935 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7152 members 
Mstep: Class 29 contains 2734 members 
Mstep: Class 30 contains 73992 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14261 members 
Mstep: Class 33 contains 1512 members 
Mstep: Class 34 contains 1460 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1708 members 
Mstep: Class 38 contains 7772 members 
Mstep: Class 39 contains 5196 members 
Mstep: Class 40 contains 2801 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63563 members 
Mstep: Class 43 contains 8743 members 
Mstep: Class 44 contains 660 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 3982 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 1685 members 
Mstep: Class 49 contains 794 members 
Entering Unmasked Estep 
Score: -84468296.000000 Penalty: 109667.085938
Splitting cluster 14 changes total score from -84469112.000000 to -84468296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (17505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Entering Unmasked Estep 
Score: -1450638.750000 Penalty: 1587.664307
	Iteration 0F: 2 clusters Score -1450639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1438684.375000 Penalty: 3175.328613
	Iteration 0F: 3 clusters Score -1438684 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1443180.875000 Penalty: 3175.328613
	Iteration 1F: 3 clusters Score -1443181 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1443702.750000 Penalty: 3175.328613
	Iteration 2F: 3 clusters Score -1443703 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1444288.250000 Penalty: 3175.328613
	Iteration 3F: 3 clusters Score -1444288 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1444919.625000 Penalty: 3175.328613
	Iteration 4F: 3 clusters Score -1444920 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1445650.625000 Penalty: 3175.328613
	Iteration 5F: 3 clusters Score -1445651 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1446437.250000 Penalty: 3175.328613
	Iteration 6F: 3 clusters Score -1446437 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1447314.250000 Penalty: 3175.328613
	Iteration 7F: 3 clusters Score -1447314 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1448108.375000 Penalty: 3175.328613
	Iteration 8Q: 3 clusters Score -1448108 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1448696.875000 Penalty: 3175.328613
	Iteration 9Q: 3 clusters Score -1448697 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -1449093.250000 Penalty: 3175.328613
	Iteration 10Q: 3 clusters Score -1449093 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -1449299.250000 Penalty: 3175.328613
	Iteration 11Q: 3 clusters Score -1449299 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -1449436.125000 Penalty: 3175.328613
	Iteration 12Q: 3 clusters Score -1449436 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -1449526.125000 Penalty: 3175.328613
	Iteration 13Q: 3 clusters Score -1449526 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -1449597.500000 Penalty: 3175.328613
	Iteration 14Q: 3 clusters Score -1449598 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -1449658.500000 Penalty: 3175.328613
	Iteration 15Q: 3 clusters Score -1449658 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -1449722.250000 Penalty: 3175.328613
	Iteration 16Q: 3 clusters Score -1449722 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -1449761.375000 Penalty: 3175.328613
	Iteration 17Q: 3 clusters Score -1449761 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -1449778.500000 Penalty: 3175.328613
	Iteration 18Q: 3 clusters Score -1449778 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -1449794.875000 Penalty: 3175.328613
	Iteration 19Q: 3 clusters Score -1449795 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -1449804.875000 Penalty: 3175.328613
	Iteration 20F: 3 clusters Score -1449805 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -1449811.125000 Penalty: 3175.328613
	Iteration 21Q: 3 clusters Score -1449811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -1449818.625000 Penalty: 3175.328613
	Iteration 22Q: 3 clusters Score -1449819 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -1449826.000000 Penalty: 3175.328613
	Iteration 23Q: 3 clusters Score -1449826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -1449828.875000 Penalty: 3175.328613
	Iteration 24Q: 3 clusters Score -1449829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -1449830.500000 Penalty: 3175.328613
	Iteration 25Q: 3 clusters Score -1449830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -1449837.750000 Penalty: 3175.328613
	Iteration 26Q: 3 clusters Score -1449838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -1449841.625000 Penalty: 3175.328613
	Iteration 27Q: 3 clusters Score -1449842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -1449840.125000 Penalty: 3175.328613
	Iteration 28Q: 3 clusters Score -1449840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -1449842.250000 Penalty: 3175.328613
	Iteration 29Q: 3 clusters Score -1449842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -1449845.250000 Penalty: 3175.328613
	Iteration 30Q: 3 clusters Score -1449845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -1449850.250000 Penalty: 3175.328613
	Iteration 31Q: 3 clusters Score -1449850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -1449856.875000 Penalty: 3175.328613
	Iteration 32Q: 3 clusters Score -1449857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -1449858.500000 Penalty: 3175.328613
	Iteration 33Q: 3 clusters Score -1449858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -1449865.000000 Penalty: 3175.328613
	Iteration 34Q: 3 clusters Score -1449865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -1449866.500000 Penalty: 3175.328613
	Iteration 35Q: 3 clusters Score -1449866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -1449869.250000 Penalty: 3175.328613
	Iteration 36Q: 3 clusters Score -1449869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -1449867.625000 Penalty: 3175.328613
	Iteration 37Q: 3 clusters Score -1449868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -1449867.875000 Penalty: 3175.328613
	Iteration 38Q: 3 clusters Score -1449868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -1449867.500000 Penalty: 3175.328613
	Iteration 39Q: 3 clusters Score -1449868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -1449871.250000 Penalty: 3175.328613
	Iteration 40F: 3 clusters Score -1449871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -1449873.750000 Penalty: 3175.328613
	Iteration 41Q: 3 clusters Score -1449874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -1449876.000000 Penalty: 3175.328613
	Iteration 42Q: 3 clusters Score -1449876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -1449881.250000 Penalty: 3175.328613
	Iteration 43Q: 3 clusters Score -1449881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -1449885.500000 Penalty: 3175.328613
	Iteration 44Q: 3 clusters Score -1449886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -1449887.625000 Penalty: 3175.328613
	Iteration 45Q: 3 clusters Score -1449888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -1449887.500000 Penalty: 3175.328613
	Iteration 46Q: 3 clusters Score -1449888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -1449887.375000 Penalty: 3175.328613
	Iteration 47Q: 3 clusters Score -1449887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -1449887.375000 Penalty: 3175.328613
	Iteration 48Q: 3 clusters Score -1449887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -1449887.625000 Penalty: 3175.328613
	Iteration 49Q: 3 clusters Score -1449888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -1449886.750000 Penalty: 3175.328613
	Iteration 50Q: 3 clusters Score -1449887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -1449887.375000 Penalty: 3175.328613
	Iteration 51Q: 3 clusters Score -1449887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -1449885.250000 Penalty: 3175.328613
	Iteration 52Q: 3 clusters Score -1449885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -1449886.625000 Penalty: 3175.328613
	Iteration 53Q: 3 clusters Score -1449887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -1449886.625000 Penalty: 3175.328613
	Iteration 54F: 3 clusters Score -1449887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Entering Unmasked Estep 
Score: -1977208.000000 Penalty: 1638.964233
	Iteration 0F: 2 clusters Score -1977208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1960950.625000 Penalty: 3277.928467
	Iteration 0F: 3 clusters Score -1960951 nChanged 10987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1967264.000000 Penalty: 3277.928467
	Iteration 1F: 3 clusters Score -1967264 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1967956.500000 Penalty: 3277.928467
	Iteration 2F: 3 clusters Score -1967956 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1968751.250000 Penalty: 3277.928467
	Iteration 3F: 3 clusters Score -1968751 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1969597.750000 Penalty: 3277.928467
	Iteration 4F: 3 clusters Score -1969598 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1970416.125000 Penalty: 3277.928467
	Iteration 5F: 3 clusters Score -1970416 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1971209.750000 Penalty: 3277.928467
	Iteration 6F: 3 clusters Score -1971210 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1971906.000000 Penalty: 3277.928467
	Iteration 7F: 3 clusters Score -1971906 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1972478.000000 Penalty: 3277.928467
	Iteration 8Q: 3 clusters Score -1972478 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1972969.375000 Penalty: 3277.928467
	Iteration 9Q: 3 clusters Score -1972969 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1973445.625000 Penalty: 3277.928467
	Iteration 10Q: 3 clusters Score -1973446 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1973872.875000 Penalty: 3277.928467
	Iteration 11Q: 3 clusters Score -1973873 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1974204.750000 Penalty: 3277.928467
	Iteration 12Q: 3 clusters Score -1974205 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1974486.375000 Penalty: 3277.928467
	Iteration 13Q: 3 clusters Score -1974486 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1974740.125000 Penalty: 3277.928467
	Iteration 14Q: 3 clusters Score -1974740 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1974941.250000 Penalty: 3277.928467
	Iteration 15Q: 3 clusters Score -1974941 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -1975126.250000 Penalty: 3277.928467
	Iteration 16Q: 3 clusters Score -1975126 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -1975278.750000 Penalty: 3277.928467
	Iteration 17Q: 3 clusters Score -1975279 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1975445.500000 Penalty: 3277.928467
	Iteration 18Q: 3 clusters Score -1975446 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -1975587.375000 Penalty: 3277.928467
	Iteration 19Q: 3 clusters Score -1975587 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -1975739.375000 Penalty: 3277.928467
	Iteration 20F: 3 clusters Score -1975739 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -1975886.000000 Penalty: 3277.928467
	Iteration 21Q: 3 clusters Score -1975886 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -1976022.375000 Penalty: 3277.928467
	Iteration 22Q: 3 clusters Score -1976022 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -1976145.375000 Penalty: 3277.928467
	Iteration 23Q: 3 clusters Score -1976145 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -1976242.250000 Penalty: 3277.928467
	Iteration 24Q: 3 clusters Score -1976242 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -1976338.000000 Penalty: 3277.928467
	Iteration 25Q: 3 clusters Score -1976338 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -1976414.875000 Penalty: 3277.928467
	Iteration 26Q: 3 clusters Score -1976415 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -1976495.625000 Penalty: 3277.928467
	Iteration 27Q: 3 clusters Score -1976496 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -1976556.875000 Penalty: 3277.928467
	Iteration 28Q: 3 clusters Score -1976557 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -1976618.500000 Penalty: 3277.928467
	Iteration 29Q: 3 clusters Score -1976618 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -1976670.500000 Penalty: 3277.928467
	Iteration 30Q: 3 clusters Score -1976670 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -1976716.750000 Penalty: 3277.928467
	Iteration 31Q: 3 clusters Score -1976717 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -1976757.750000 Penalty: 3277.928467
	Iteration 32Q: 3 clusters Score -1976758 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -1976793.625000 Penalty: 3277.928467
	Iteration 33Q: 3 clusters Score -1976794 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -1976818.875000 Penalty: 3277.928467
	Iteration 34Q: 3 clusters Score -1976819 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -1976843.500000 Penalty: 3277.928467
	Iteration 35Q: 3 clusters Score -1976844 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -1976861.375000 Penalty: 3277.928467
	Iteration 36Q: 3 clusters Score -1976861 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -1976872.250000 Penalty: 3277.928467
	Iteration 37Q: 3 clusters Score -1976872 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -1976887.000000 Penalty: 3277.928467
	Iteration 38Q: 3 clusters Score -1976887 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -1976909.125000 Penalty: 3277.928467
	Iteration 39Q: 3 clusters Score -1976909 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -1976919.000000 Penalty: 3277.928467
	Iteration 40F: 3 clusters Score -1976919 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -1976935.125000 Penalty: 3277.928467
	Iteration 41Q: 3 clusters Score -1976935 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -1976946.750000 Penalty: 3277.928467
	Iteration 42Q: 3 clusters Score -1976947 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -1976964.625000 Penalty: 3277.928467
	Iteration 43Q: 3 clusters Score -1976965 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -1976972.750000 Penalty: 3277.928467
	Iteration 44Q: 3 clusters Score -1976973 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -1976976.375000 Penalty: 3277.928467
	Iteration 45Q: 3 clusters Score -1976976 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -1976980.875000 Penalty: 3277.928467
	Iteration 46Q: 3 clusters Score -1976981 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -1976991.750000 Penalty: 3277.928467
	Iteration 47Q: 3 clusters Score -1976992 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -1977001.625000 Penalty: 3277.928467
	Iteration 48Q: 3 clusters Score -1977002 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -1977015.000000 Penalty: 3277.928467
	Iteration 49Q: 3 clusters Score -1977015 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -1977025.375000 Penalty: 3277.928467
	Iteration 50Q: 3 clusters Score -1977025 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -1977035.750000 Penalty: 3277.928467
	Iteration 51Q: 3 clusters Score -1977036 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -1977029.500000 Penalty: 3277.928467
	Iteration 52Q: 3 clusters Score -1977030 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -1977043.125000 Penalty: 3277.928467
	Iteration 53Q: 3 clusters Score -1977043 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -1977052.750000 Penalty: 3277.928467
	Iteration 54Q: 3 clusters Score -1977053 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -1977056.625000 Penalty: 3277.928467
	Iteration 55Q: 3 clusters Score -1977057 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -1977059.875000 Penalty: 3277.928467
	Iteration 56Q: 3 clusters Score -1977060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -1977061.500000 Penalty: 3277.928467
	Iteration 57Q: 3 clusters Score -1977062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -1977068.625000 Penalty: 3277.928467
	Iteration 58Q: 3 clusters Score -1977069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -1977069.375000 Penalty: 3277.928467
	Iteration 59Q: 3 clusters Score -1977069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -1977074.625000 Penalty: 3277.928467
	Iteration 60F: 3 clusters Score -1977075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -1977078.875000 Penalty: 3277.928467
	Iteration 61Q: 3 clusters Score -1977079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -1977082.750000 Penalty: 3277.928467
	Iteration 62Q: 3 clusters Score -1977083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -1977081.125000 Penalty: 3277.928467
	Iteration 63Q: 3 clusters Score -1977081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -1977083.000000 Penalty: 3277.928467
	Iteration 64Q: 3 clusters Score -1977083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -1977085.250000 Penalty: 3277.928467
	Iteration 65Q: 3 clusters Score -1977085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -1977088.500000 Penalty: 3277.928467
	Iteration 66Q: 3 clusters Score -1977088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -1977087.375000 Penalty: 3277.928467
	Iteration 67Q: 3 clusters Score -1977087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -1977086.750000 Penalty: 3277.928467
	Iteration 68Q: 3 clusters Score -1977087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -1977086.750000 Penalty: 3277.928467
	Iteration 69F: 3 clusters Score -1977087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (86755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86755 members 
Entering Unmasked Estep 
Score: -8005299.500000 Penalty: 1847.761963
	Iteration 0F: 2 clusters Score -8005300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -7947274.000000 Penalty: 3695.523926
	Iteration 0F: 3 clusters Score -7947274 nChanged 41290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43535 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -7971002.000000 Penalty: 3695.523926
	Iteration 1F: 3 clusters Score -7971002 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43627 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -7971805.500000 Penalty: 3695.523926
	Iteration 2Q: 3 clusters Score -7971806 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -7972828.500000 Penalty: 3695.523926
	Iteration 3Q: 3 clusters Score -7972828 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -7974110.000000 Penalty: 3695.523926
	Iteration 4Q: 3 clusters Score -7974110 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -7975628.500000 Penalty: 3695.523926
	Iteration 5Q: 3 clusters Score -7975628 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42818 members 
Mstep: Class 2 contains 43937 members 
Entering Unmasked Estep 
Score: -7977523.500000 Penalty: 3695.523926
	Iteration 6Q: 3 clusters Score -7977524 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 44856 members 
Entering Unmasked Estep 
Score: -7979953.500000 Penalty: 3695.523926
	Iteration 7F: 3 clusters Score -7979954 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -7983155.500000 Penalty: 3695.523926
	Iteration 8F: 3 clusters Score -7983156 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -7986645.000000 Penalty: 3695.523926
	Iteration 9F: 3 clusters Score -7986645 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 49092 members 
Entering Unmasked Estep 
Score: -7989235.000000 Penalty: 3695.523926
	Iteration 10F: 3 clusters Score -7989235 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 50295 members 
Entering Unmasked Estep 
Score: -7990579.500000 Penalty: 3695.523926
	Iteration 11Q: 3 clusters Score -7990580 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 51359 members 
Entering Unmasked Estep 
Score: -7991140.500000 Penalty: 3695.523926
	Iteration 12Q: 3 clusters Score -7991140 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 52426 members 
Entering Unmasked Estep 
Score: -7991462.500000 Penalty: 3695.523926
	Iteration 13Q: 3 clusters Score -7991462 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 53507 members 
Entering Unmasked Estep 
Score: -7991748.500000 Penalty: 3695.523926
	Iteration 14Q: 3 clusters Score -7991748 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 54708 members 
Entering Unmasked Estep 
Score: -7992100.500000 Penalty: 3695.523926
	Iteration 15Q: 3 clusters Score -7992100 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 55990 members 
Entering Unmasked Estep 
Score: -7992528.000000 Penalty: 3695.523926
	Iteration 16Q: 3 clusters Score -7992528 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 57388 members 
Entering Unmasked Estep 
Score: -7992994.500000 Penalty: 3695.523926
	Iteration 17Q: 3 clusters Score -7992994 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 58954 members 
Entering Unmasked Estep 
Score: -7993551.000000 Penalty: 3695.523926
	Iteration 18Q: 3 clusters Score -7993551 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 60646 members 
Entering Unmasked Estep 
Score: -7994173.000000 Penalty: 3695.523926
	Iteration 19Q: 3 clusters Score -7994173 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 62359 members 
Entering Unmasked Estep 
Score: -7994887.000000 Penalty: 3695.523926
	Iteration 20F: 3 clusters Score -7994887 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 64089 members 
Entering Unmasked Estep 
Score: -7995606.500000 Penalty: 3695.523926
	Iteration 21Q: 3 clusters Score -7995606 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 65893 members 
Entering Unmasked Estep 
Score: -7996381.000000 Penalty: 3695.523926
	Iteration 22Q: 3 clusters Score -7996381 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 67752 members 
Entering Unmasked Estep 
Score: -7997320.000000 Penalty: 3695.523926
	Iteration 23Q: 3 clusters Score -7997320 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 69592 members 
Entering Unmasked Estep 
Score: -7998350.500000 Penalty: 3695.523926
	Iteration 24Q: 3 clusters Score -7998350 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 71417 members 
Entering Unmasked Estep 
Score: -7999468.500000 Penalty: 3695.523926
	Iteration 25Q: 3 clusters Score -7999468 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 73162 members 
Entering Unmasked Estep 
Score: -8000541.500000 Penalty: 3695.523926
	Iteration 26Q: 3 clusters Score -8000542 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 74720 members 
Entering Unmasked Estep 
Score: -8001644.000000 Penalty: 3695.523926
	Iteration 27Q: 3 clusters Score -8001644 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 76109 members 
Entering Unmasked Estep 
Score: -8002620.000000 Penalty: 3695.523926
	Iteration 28Q: 3 clusters Score -8002620 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 77273 members 
Entering Unmasked Estep 
Score: -8003379.500000 Penalty: 3695.523926
	Iteration 29Q: 3 clusters Score -8003380 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 78177 members 
Entering Unmasked Estep 
Score: -8003912.000000 Penalty: 3695.523926
	Iteration 30Q: 3 clusters Score -8003912 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 78871 members 
Entering Unmasked Estep 
Score: -8004277.500000 Penalty: 3695.523926
	Iteration 31Q: 3 clusters Score -8004278 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 79415 members 
Entering Unmasked Estep 
Score: -8004417.000000 Penalty: 3695.523926
	Iteration 32Q: 3 clusters Score -8004417 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 79871 members 
Entering Unmasked Estep 
Score: -8004538.500000 Penalty: 3695.523926
	Iteration 33Q: 3 clusters Score -8004538 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 80200 members 
Entering Unmasked Estep 
Score: -8004618.000000 Penalty: 3695.523926
	Iteration 34Q: 3 clusters Score -8004618 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 80460 members 
Entering Unmasked Estep 
Score: -8004689.500000 Penalty: 3695.523926
	Iteration 35Q: 3 clusters Score -8004690 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 80675 members 
Entering Unmasked Estep 
Score: -8004722.500000 Penalty: 3695.523926
	Iteration 36Q: 3 clusters Score -8004722 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 80869 members 
Entering Unmasked Estep 
Score: -8004732.000000 Penalty: 3695.523926
	Iteration 37Q: 3 clusters Score -8004732 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 81029 members 
Entering Unmasked Estep 
Score: -8004759.000000 Penalty: 3695.523926
	Iteration 38Q: 3 clusters Score -8004759 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 81172 members 
Entering Unmasked Estep 
Score: -8004766.500000 Penalty: 3695.523926
	Iteration 39Q: 3 clusters Score -8004766 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 81285 members 
Entering Unmasked Estep 
Score: -8004784.000000 Penalty: 3695.523926
	Iteration 40F: 3 clusters Score -8004784 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 81369 members 
Entering Unmasked Estep 
Score: -8004771.000000 Penalty: 3695.523926
	Iteration 41Q: 3 clusters Score -8004771 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 81432 members 
Entering Unmasked Estep 
Score: -8004779.500000 Penalty: 3695.523926
	Iteration 42Q: 3 clusters Score -8004780 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 81498 members 
Entering Unmasked Estep 
Score: -8004800.500000 Penalty: 3695.523926
	Iteration 43Q: 3 clusters Score -8004800 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 81545 members 
Entering Unmasked Estep 
Score: -8004807.500000 Penalty: 3695.523926
	Iteration 44Q: 3 clusters Score -8004808 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 81585 members 
Entering Unmasked Estep 
Score: -8004800.500000 Penalty: 3695.523926
	Iteration 45Q: 3 clusters Score -8004800 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 81616 members 
Entering Unmasked Estep 
Score: -8004811.000000 Penalty: 3695.523926
	Iteration 46Q: 3 clusters Score -8004811 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 81654 members 
Entering Unmasked Estep 
Score: -8004817.500000 Penalty: 3695.523926
	Iteration 47Q: 3 clusters Score -8004818 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 81690 members 
Entering Unmasked Estep 
Score: -8004820.500000 Penalty: 3695.523926
	Iteration 48Q: 3 clusters Score -8004820 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 81734 members 
Entering Unmasked Estep 
Score: -8004833.000000 Penalty: 3695.523926
	Iteration 49Q: 3 clusters Score -8004833 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 81777 members 
Entering Unmasked Estep 
Score: -8004830.500000 Penalty: 3695.523926
	Iteration 50Q: 3 clusters Score -8004830 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 81819 members 
Entering Unmasked Estep 
Score: -8004843.000000 Penalty: 3695.523926
	Iteration 51Q: 3 clusters Score -8004843 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 81857 members 
Entering Unmasked Estep 
Score: -8004847.000000 Penalty: 3695.523926
	Iteration 52Q: 3 clusters Score -8004847 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 81884 members 
Entering Unmasked Estep 
Score: -8004839.500000 Penalty: 3695.523926
	Iteration 53Q: 3 clusters Score -8004840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 81899 members 
Entering Unmasked Estep 
Score: -8004845.500000 Penalty: 3695.523926
	Iteration 54Q: 3 clusters Score -8004846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 81912 members 
Entering Unmasked Estep 
Score: -8004843.000000 Penalty: 3695.523926
	Iteration 55Q: 3 clusters Score -8004843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 81920 members 
Entering Unmasked Estep 
Score: -8004844.500000 Penalty: 3695.523926
	Iteration 56Q: 3 clusters Score -8004844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 81930 members 
Entering Unmasked Estep 
Score: -8004848.500000 Penalty: 3695.523926
	Iteration 57Q: 3 clusters Score -8004848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 81944 members 
Entering Unmasked Estep 
Score: -8004843.500000 Penalty: 3695.523926
	Iteration 58Q: 3 clusters Score -8004844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 81958 members 
Entering Unmasked Estep 
Score: -8004843.000000 Penalty: 3695.523926
	Iteration 59Q: 3 clusters Score -8004843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 81969 members 
Entering Unmasked Estep 
Score: -8004840.000000 Penalty: 3695.523926
	Iteration 60F: 3 clusters Score -8004840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 81982 members 
Entering Unmasked Estep 
Score: -8004839.500000 Penalty: 3695.523926
	Iteration 61Q: 3 clusters Score -8004840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 81994 members 
Entering Unmasked Estep 
Score: -8004844.000000 Penalty: 3695.523926
	Iteration 62Q: 3 clusters Score -8004844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 82002 members 
Entering Unmasked Estep 
Score: -8004840.000000 Penalty: 3695.523926
	Iteration 63Q: 3 clusters Score -8004840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 82010 members 
Entering Unmasked Estep 
Score: -8004843.000000 Penalty: 3695.523926
	Iteration 64Q: 3 clusters Score -8004843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 82013 members 
Entering Unmasked Estep 
Score: -8004848.500000 Penalty: 3695.523926
	Iteration 65Q: 3 clusters Score -8004848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 82017 members 
Entering Unmasked Estep 
Score: -8004855.000000 Penalty: 3695.523926
	Iteration 66Q: 3 clusters Score -8004855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 82021 members 
Entering Unmasked Estep 
Score: -8004849.000000 Penalty: 3695.523926
	Iteration 67Q: 3 clusters Score -8004849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 82025 members 
Entering Unmasked Estep 
Score: -8004844.000000 Penalty: 3695.523926
	Iteration 68Q: 3 clusters Score -8004844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 82027 members 
Entering Unmasked Estep 
Score: -8004840.500000 Penalty: 3695.523926
	Iteration 69Q: 3 clusters Score -8004840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 82028 members 
Entering Unmasked Estep 
Score: -8004843.000000 Penalty: 3695.523926
	Iteration 70Q: 3 clusters Score -8004843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 82029 members 
Entering Unmasked Estep 
Score: -8004843.500000 Penalty: 3695.523926
	Iteration 71Q: 3 clusters Score -8004844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 82030 members 
Entering Unmasked Estep 
Score: -8004839.500000 Penalty: 3695.523926
	Iteration 72Q: 3 clusters Score -8004840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 82032 members 
Entering Unmasked Estep 
Score: -8004841.000000 Penalty: 3695.523926
	Iteration 73Q: 3 clusters Score -8004841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 82034 members 
Entering Unmasked Estep 
Score: -8004843.500000 Penalty: 3695.523926
	Iteration 74Q: 3 clusters Score -8004844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 82038 members 
Entering Unmasked Estep 
Score: -8004845.000000 Penalty: 3695.523926
	Iteration 75Q: 3 clusters Score -8004845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 82039 members 
Entering Unmasked Estep 
Score: -8004847.000000 Penalty: 3695.523926
	Iteration 76Q: 3 clusters Score -8004847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 82039 members 
Entering Unmasked Estep 
Score: -8004847.000000 Penalty: 3695.523926
	Iteration 77F: 3 clusters Score -8004847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (61167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61167 members 
Entering Unmasked Estep 
Score: -5605279.500000 Penalty: 1790.971558
	Iteration 0F: 2 clusters Score -5605280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -5564426.000000 Penalty: 3581.943115
	Iteration 0F: 3 clusters Score -5564426 nChanged 28990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -5581621.000000 Penalty: 3581.943115
	Iteration 1F: 3 clusters Score -5581621 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 29732 members 
Entering Unmasked Estep 
Score: -5582574.500000 Penalty: 3581.943115
	Iteration 2Q: 3 clusters Score -5582574 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -5583697.500000 Penalty: 3581.943115
	Iteration 3Q: 3 clusters Score -5583698 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -5585119.000000 Penalty: 3581.943115
	Iteration 4F: 3 clusters Score -5585119 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -5586619.000000 Penalty: 3581.943115
	Iteration 5F: 3 clusters Score -5586619 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -5588152.500000 Penalty: 3581.943115
	Iteration 6F: 3 clusters Score -5588152 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -5589406.500000 Penalty: 3581.943115
	Iteration 7F: 3 clusters Score -5589406 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -5590283.500000 Penalty: 3581.943115
	Iteration 8Q: 3 clusters Score -5590284 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -5590872.000000 Penalty: 3581.943115
	Iteration 9Q: 3 clusters Score -5590872 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -5591340.000000 Penalty: 3581.943115
	Iteration 10Q: 3 clusters Score -5591340 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -5591713.500000 Penalty: 3581.943115
	Iteration 11Q: 3 clusters Score -5591714 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -5592119.500000 Penalty: 3581.943115
	Iteration 12Q: 3 clusters Score -5592120 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -5592605.500000 Penalty: 3581.943115
	Iteration 13Q: 3 clusters Score -5592606 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -5593229.500000 Penalty: 3581.943115
	Iteration 14Q: 3 clusters Score -5593230 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47646 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -5594041.000000 Penalty: 3581.943115
	Iteration 15Q: 3 clusters Score -5594041 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49906 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -5595132.500000 Penalty: 3581.943115
	Iteration 16Q: 3 clusters Score -5595132 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52219 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -5596529.500000 Penalty: 3581.943115
	Iteration 17Q: 3 clusters Score -5596530 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54629 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -5598254.500000 Penalty: 3581.943115
	Iteration 18Q: 3 clusters Score -5598254 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56862 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -5600025.500000 Penalty: 3581.943115
	Iteration 19Q: 3 clusters Score -5600026 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58678 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -5601630.500000 Penalty: 3581.943115
	Iteration 20F: 3 clusters Score -5601630 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59854 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -5602719.500000 Penalty: 3581.943115
	Iteration 21Q: 3 clusters Score -5602720 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60472 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5603235.500000 Penalty: 3581.943115
	Iteration 22Q: 3 clusters Score -5603236 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60707 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5603460.500000 Penalty: 3581.943115
	Iteration 23Q: 3 clusters Score -5603460 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60801 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5603546.500000 Penalty: 3581.943115
	Iteration 24Q: 3 clusters Score -5603546 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60857 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5603603.500000 Penalty: 3581.943115
	Iteration 25Q: 3 clusters Score -5603604 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60889 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5603652.500000 Penalty: 3581.943115
	Iteration 26Q: 3 clusters Score -5603652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60912 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5603674.500000 Penalty: 3581.943115
	Iteration 27Q: 3 clusters Score -5603674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60925 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5603698.500000 Penalty: 3581.943115
	Iteration 28Q: 3 clusters Score -5603698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60933 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5603707.000000 Penalty: 3581.943115
	Iteration 29Q: 3 clusters Score -5603707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60935 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5603708.500000 Penalty: 3581.943115
	Iteration 30Q: 3 clusters Score -5603708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60934 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5603720.000000 Penalty: 3581.943115
	Iteration 31Q: 3 clusters Score -5603720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60934 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5603721.500000 Penalty: 3581.943115
	Iteration 32Q: 3 clusters Score -5603722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60935 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5603724.500000 Penalty: 3581.943115
	Iteration 33Q: 3 clusters Score -5603724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60939 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5603725.000000 Penalty: 3581.943115
	Iteration 34Q: 3 clusters Score -5603725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60941 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5603728.000000 Penalty: 3581.943115
	Iteration 35Q: 3 clusters Score -5603728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60943 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5603733.000000 Penalty: 3581.943115
	Iteration 36Q: 3 clusters Score -5603733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60945 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5603738.500000 Penalty: 3581.943115
	Iteration 37Q: 3 clusters Score -5603738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60945 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5603743.500000 Penalty: 3581.943115
	Iteration 38Q: 3 clusters Score -5603744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60948 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5603745.500000 Penalty: 3581.943115
	Iteration 39Q: 3 clusters Score -5603746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60948 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5603751.500000 Penalty: 3581.943115
	Iteration 40F: 3 clusters Score -5603752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60951 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5603755.000000 Penalty: 3581.943115
	Iteration 41Q: 3 clusters Score -5603755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60952 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5603764.000000 Penalty: 3581.943115
	Iteration 42Q: 3 clusters Score -5603764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60951 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5603762.000000 Penalty: 3581.943115
	Iteration 43Q: 3 clusters Score -5603762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60951 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5603762.000000 Penalty: 3581.943115
	Iteration 44F: 3 clusters Score -5603762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Entering Unmasked Estep 
Score: -78413.312500 Penalty: 1107.541504
	Iteration 0F: 2 clusters Score -78413.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -77058.234375 Penalty: 2215.083008
	Iteration 0F: 3 clusters Score -77058.23 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -77282.007812 Penalty: 2215.083008
	Iteration 1F: 3 clusters Score -77282.01 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -77343.718750 Penalty: 2215.083008
	Iteration 2F: 3 clusters Score -77343.72 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -77373.234375 Penalty: 2215.083008
	Iteration 3Q: 3 clusters Score -77373.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -77396.070312 Penalty: 2215.083008
	Iteration 4Q: 3 clusters Score -77396.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -77431.945312 Penalty: 2215.083008
	Iteration 5Q: 3 clusters Score -77431.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -77468.554688 Penalty: 2215.083008
	Iteration 6Q: 3 clusters Score -77468.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -77510.632812 Penalty: 2215.083008
	Iteration 7Q: 3 clusters Score -77510.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -77540.750000 Penalty: 2215.083008
	Iteration 8Q: 3 clusters Score -77540.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -77571.562500 Penalty: 2215.083008
	Iteration 9Q: 3 clusters Score -77571.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -77588.921875 Penalty: 2215.083008
	Iteration 10Q: 3 clusters Score -77588.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -77606.039062 Penalty: 2215.083008
	Iteration 11Q: 3 clusters Score -77606.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -77618.859375 Penalty: 2215.083008
	Iteration 12Q: 3 clusters Score -77618.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -77634.156250 Penalty: 2215.083008
	Iteration 13Q: 3 clusters Score -77634.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -77648.828125 Penalty: 2215.083008
	Iteration 14Q: 3 clusters Score -77648.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -77655.671875 Penalty: 2215.083008
	Iteration 15Q: 3 clusters Score -77655.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -77661.218750 Penalty: 2215.083008
	Iteration 16Q: 3 clusters Score -77661.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -77664.101562 Penalty: 2215.083008
	Iteration 17Q: 3 clusters Score -77664.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -77668.664062 Penalty: 2215.083008
	Iteration 18Q: 3 clusters Score -77668.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -77673.093750 Penalty: 2215.083008
	Iteration 19Q: 3 clusters Score -77673.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -77680.328125 Penalty: 2215.083008
	Iteration 20F: 3 clusters Score -77680.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -77686.359375 Penalty: 2215.083008
	Iteration 21Q: 3 clusters Score -77686.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -77689.296875 Penalty: 2215.083008
	Iteration 22Q: 3 clusters Score -77689.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -77691.671875 Penalty: 2215.083008
	Iteration 23Q: 3 clusters Score -77691.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -77694.460938 Penalty: 2215.083008
	Iteration 24Q: 3 clusters Score -77694.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -77696.609375 Penalty: 2215.083008
	Iteration 25Q: 3 clusters Score -77696.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -77699.984375 Penalty: 2215.083008
	Iteration 26Q: 3 clusters Score -77699.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -77704.546875 Penalty: 2215.083008
	Iteration 27Q: 3 clusters Score -77704.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -77709.945312 Penalty: 2215.083008
	Iteration 28Q: 3 clusters Score -77709.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -77714.523438 Penalty: 2215.083008
	Iteration 29Q: 3 clusters Score -77714.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -77715.171875 Penalty: 2215.083008
	Iteration 30Q: 3 clusters Score -77715.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -77715.171875 Penalty: 2215.083008
	Iteration 31F: 3 clusters Score -77715.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Entering Unmasked Estep 
Score: -446954.531250 Penalty: 1390.010620
	Iteration 0F: 2 clusters Score -446954.5 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 2543 members 
Entering Unmasked Estep 
Score: -442899.343750 Penalty: 2780.021240
	Iteration 0F: 3 clusters Score -442899.3 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -444057.312500 Penalty: 2780.021240
	Iteration 1F: 3 clusters Score -444057.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -444215.593750 Penalty: 2780.021240
	Iteration 2F: 3 clusters Score -444215.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -444350.562500 Penalty: 2780.021240
	Iteration 3F: 3 clusters Score -444350.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -444480.500000 Penalty: 2780.021240
	Iteration 4Q: 3 clusters Score -444480.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -444601.281250 Penalty: 2780.021240
	Iteration 5Q: 3 clusters Score -444601.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -444724.656250 Penalty: 2780.021240
	Iteration 6Q: 3 clusters Score -444724.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -444864.187500 Penalty: 2780.021240
	Iteration 7Q: 3 clusters Score -444864.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -444994.000000 Penalty: 2780.021240
	Iteration 8Q: 3 clusters Score -444994 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -445103.656250 Penalty: 2780.021240
	Iteration 9Q: 3 clusters Score -445103.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -445212.281250 Penalty: 2780.021240
	Iteration 10Q: 3 clusters Score -445212.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -445297.156250 Penalty: 2780.021240
	Iteration 11Q: 3 clusters Score -445297.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -445362.312500 Penalty: 2780.021240
	Iteration 12Q: 3 clusters Score -445362.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -445429.406250 Penalty: 2780.021240
	Iteration 13Q: 3 clusters Score -445429.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -445494.250000 Penalty: 2780.021240
	Iteration 14Q: 3 clusters Score -445494.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -445566.750000 Penalty: 2780.021240
	Iteration 15Q: 3 clusters Score -445566.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -445623.531250 Penalty: 2780.021240
	Iteration 16Q: 3 clusters Score -445623.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -445667.843750 Penalty: 2780.021240
	Iteration 17Q: 3 clusters Score -445667.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -445704.656250 Penalty: 2780.021240
	Iteration 18Q: 3 clusters Score -445704.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -445733.187500 Penalty: 2780.021240
	Iteration 19Q: 3 clusters Score -445733.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -445751.906250 Penalty: 2780.021240
	Iteration 20F: 3 clusters Score -445751.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -445761.562500 Penalty: 2780.021240
	Iteration 21Q: 3 clusters Score -445761.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -445768.500000 Penalty: 2780.021240
	Iteration 22Q: 3 clusters Score -445768.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -445775.843750 Penalty: 2780.021240
	Iteration 23Q: 3 clusters Score -445775.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -445783.343750 Penalty: 2780.021240
	Iteration 24Q: 3 clusters Score -445783.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -445795.062500 Penalty: 2780.021240
	Iteration 25Q: 3 clusters Score -445795.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -445805.781250 Penalty: 2780.021240
	Iteration 26Q: 3 clusters Score -445805.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -445815.500000 Penalty: 2780.021240
	Iteration 27Q: 3 clusters Score -445815.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -445820.406250 Penalty: 2780.021240
	Iteration 28Q: 3 clusters Score -445820.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -445825.531250 Penalty: 2780.021240
	Iteration 29Q: 3 clusters Score -445825.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -445830.281250 Penalty: 2780.021240
	Iteration 30Q: 3 clusters Score -445830.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -445833.593750 Penalty: 2780.021240
	Iteration 31Q: 3 clusters Score -445833.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -445836.156250 Penalty: 2780.021240
	Iteration 32Q: 3 clusters Score -445836.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -445837.500000 Penalty: 2780.021240
	Iteration 33Q: 3 clusters Score -445837.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -445838.281250 Penalty: 2780.021240
	Iteration 34Q: 3 clusters Score -445838.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -445839.375000 Penalty: 2780.021240
	Iteration 35Q: 3 clusters Score -445839.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -445841.531250 Penalty: 2780.021240
	Iteration 36Q: 3 clusters Score -445841.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -445842.906250 Penalty: 2780.021240
	Iteration 37Q: 3 clusters Score -445842.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -445844.718750 Penalty: 2780.021240
	Iteration 38Q: 3 clusters Score -445844.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -445845.250000 Penalty: 2780.021240
	Iteration 39Q: 3 clusters Score -445845.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -445845.281250 Penalty: 2780.021240
	Iteration 40F: 3 clusters Score -445845.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -445846.718750 Penalty: 2780.021240
	Iteration 41Q: 3 clusters Score -445846.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -445846.718750 Penalty: 2780.021240
	Iteration 42F: 3 clusters Score -445846.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -138668.890625 Penalty: 1199.696289
	Iteration 0F: 2 clusters Score -138668.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -136809.453125 Penalty: 2399.392578
	Iteration 0F: 3 clusters Score -136809.5 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -137260.781250 Penalty: 2399.392578
	Iteration 1F: 3 clusters Score -137260.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -137407.062500 Penalty: 2399.392578
	Iteration 2F: 3 clusters Score -137407.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -137516.671875 Penalty: 2399.392578
	Iteration 3F: 3 clusters Score -137516.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -137607.328125 Penalty: 2399.392578
	Iteration 4F: 3 clusters Score -137607.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -137677.468750 Penalty: 2399.392578
	Iteration 5Q: 3 clusters Score -137677.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -137735.359375 Penalty: 2399.392578
	Iteration 6Q: 3 clusters Score -137735.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -137782.843750 Penalty: 2399.392578
	Iteration 7Q: 3 clusters Score -137782.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -137805.484375 Penalty: 2399.392578
	Iteration 8Q: 3 clusters Score -137805.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -137826.546875 Penalty: 2399.392578
	Iteration 9Q: 3 clusters Score -137826.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -137844.453125 Penalty: 2399.392578
	Iteration 10Q: 3 clusters Score -137844.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -137856.125000 Penalty: 2399.392578
	Iteration 11Q: 3 clusters Score -137856.1 nChanged 9
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: -137862.453125 Penalty: 2399.392578
	Iteration 12Q: 3 clusters Score -137862.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -137869.187500 Penalty: 2399.392578
	Iteration 13Q: 3 clusters Score -137869.2 nChanged 7
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: -137873.187500 Penalty: 2399.392578
	Iteration 14Q: 3 clusters Score -137873.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -137875.578125 Penalty: 2399.392578
	Iteration 15Q: 3 clusters Score -137875.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -137877.671875 Penalty: 2399.392578
	Iteration 16Q: 3 clusters Score -137877.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -137881.500000 Penalty: 2399.392578
	Iteration 17Q: 3 clusters Score -137881.5 nChanged 5
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: -137883.593750 Penalty: 2399.392578
	Iteration 18Q: 3 clusters Score -137883.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -137883.875000 Penalty: 2399.392578
	Iteration 19Q: 3 clusters Score -137883.9 nChanged 1
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: -137884.703125 Penalty: 2399.392578
	Iteration 20F: 3 clusters Score -137884.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -137885.125000 Penalty: 2399.392578
	Iteration 21Q: 3 clusters Score -137885.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -137886.125000 Penalty: 2399.392578
	Iteration 22Q: 3 clusters Score -137886.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -137886.390625 Penalty: 2399.392578
	Iteration 23Q: 3 clusters Score -137886.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -137886.468750 Penalty: 2399.392578
	Iteration 24Q: 3 clusters Score -137886.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -137887.218750 Penalty: 2399.392578
	Iteration 25Q: 3 clusters Score -137887.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -137887.859375 Penalty: 2399.392578
	Iteration 26Q: 3 clusters Score -137887.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -137889.187500 Penalty: 2399.392578
	Iteration 27Q: 3 clusters Score -137889.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -137889.593750 Penalty: 2399.392578
	Iteration 28Q: 3 clusters Score -137889.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -137889.593750 Penalty: 2399.392578
	Iteration 29F: 3 clusters Score -137889.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Entering Unmasked Estep 
Score: -180990.546875 Penalty: 1270.036743
	Iteration 0F: 2 clusters Score -180990.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -178640.109375 Penalty: 2540.073486
	Iteration 0F: 3 clusters Score -178640.1 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -179386.812500 Penalty: 2540.073486
	Iteration 1F: 3 clusters Score -179386.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -179687.703125 Penalty: 2540.073486
	Iteration 2F: 3 clusters Score -179687.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -179861.609375 Penalty: 2540.073486
	Iteration 3F: 3 clusters Score -179861.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -179963.562500 Penalty: 2540.073486
	Iteration 4Q: 3 clusters Score -179963.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -180024.453125 Penalty: 2540.073486
	Iteration 5Q: 3 clusters Score -180024.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -180062.546875 Penalty: 2540.073486
	Iteration 6Q: 3 clusters Score -180062.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -180078.796875 Penalty: 2540.073486
	Iteration 7Q: 3 clusters Score -180078.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -180092.265625 Penalty: 2540.073486
	Iteration 8Q: 3 clusters Score -180092.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -180100.015625 Penalty: 2540.073486
	Iteration 9Q: 3 clusters Score -180100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -180106.953125 Penalty: 2540.073486
	Iteration 10Q: 3 clusters Score -180107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -180113.546875 Penalty: 2540.073486
	Iteration 11Q: 3 clusters Score -180113.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -180123.203125 Penalty: 2540.073486
	Iteration 12Q: 3 clusters Score -180123.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -180129.437500 Penalty: 2540.073486
	Iteration 13Q: 3 clusters Score -180129.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -180133.671875 Penalty: 2540.073486
	Iteration 14Q: 3 clusters Score -180133.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -180138.453125 Penalty: 2540.073486
	Iteration 15Q: 3 clusters Score -180138.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -180142.765625 Penalty: 2540.073486
	Iteration 16Q: 3 clusters Score -180142.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -180146.390625 Penalty: 2540.073486
	Iteration 17Q: 3 clusters Score -180146.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -180148.562500 Penalty: 2540.073486
	Iteration 18Q: 3 clusters Score -180148.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -180151.187500 Penalty: 2540.073486
	Iteration 19Q: 3 clusters Score -180151.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -180153.937500 Penalty: 2540.073486
	Iteration 20F: 3 clusters Score -180153.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -180156.312500 Penalty: 2540.073486
	Iteration 21Q: 3 clusters Score -180156.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -180159.578125 Penalty: 2540.073486
	Iteration 22Q: 3 clusters Score -180159.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -180163.156250 Penalty: 2540.073486
	Iteration 23Q: 3 clusters Score -180163.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -180175.125000 Penalty: 2540.073486
	Iteration 24Q: 3 clusters Score -180175.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -180214.546875 Penalty: 2540.073486
	Iteration 25Q: 3 clusters Score -180214.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -180243.890625 Penalty: 2540.073486
	Iteration 26Q: 3 clusters Score -180243.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -180269.328125 Penalty: 2540.073486
	Iteration 27Q: 3 clusters Score -180269.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -180284.734375 Penalty: 2540.073486
	Iteration 28Q: 3 clusters Score -180284.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -180297.406250 Penalty: 2540.073486
	Iteration 29Q: 3 clusters Score -180297.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -180307.703125 Penalty: 2540.073486
	Iteration 30Q: 3 clusters Score -180307.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -180314.906250 Penalty: 2540.073486
	Iteration 31Q: 3 clusters Score -180314.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -180317.984375 Penalty: 2540.073486
	Iteration 32Q: 3 clusters Score -180318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -180321.859375 Penalty: 2540.073486
	Iteration 33Q: 3 clusters Score -180321.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -180323.312500 Penalty: 2540.073486
	Iteration 34Q: 3 clusters Score -180323.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -180324.359375 Penalty: 2540.073486
	Iteration 35Q: 3 clusters Score -180324.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -180325.343750 Penalty: 2540.073486
	Iteration 36Q: 3 clusters Score -180325.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -180326.234375 Penalty: 2540.073486
	Iteration 37Q: 3 clusters Score -180326.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -180326.812500 Penalty: 2540.073486
	Iteration 38Q: 3 clusters Score -180326.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -180327.468750 Penalty: 2540.073486
	Iteration 39Q: 3 clusters Score -180327.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -180328.703125 Penalty: 2540.073486
	Iteration 40F: 3 clusters Score -180328.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -180329.312500 Penalty: 2540.073486
	Iteration 41Q: 3 clusters Score -180329.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -180329.640625 Penalty: 2540.073486
	Iteration 42Q: 3 clusters Score -180329.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -180329.828125 Penalty: 2540.073486
	Iteration 43Q: 3 clusters Score -180329.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -180329.828125 Penalty: 2540.073486
	Iteration 44F: 3 clusters Score -180329.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (60987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60987 members 
Entering Unmasked Estep 
Score: -5608395.500000 Penalty: 1790.492676
	Iteration 0F: 2 clusters Score -5608396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -5567640.000000 Penalty: 3580.985352
	Iteration 0F: 3 clusters Score -5567640 nChanged 28663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -5584864.000000 Penalty: 3580.985352
	Iteration 1F: 3 clusters Score -5584864 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -5586622.500000 Penalty: 3580.985352
	Iteration 2F: 3 clusters Score -5586622 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -5589181.500000 Penalty: 3580.985352
	Iteration 3F: 3 clusters Score -5589182 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44631 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -5592569.500000 Penalty: 3580.985352
	Iteration 4F: 3 clusters Score -5592570 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48852 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -5596075.000000 Penalty: 3580.985352
	Iteration 5F: 3 clusters Score -5596075 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52623 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -5599217.500000 Penalty: 3580.985352
	Iteration 6F: 3 clusters Score -5599218 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55749 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -5601904.000000 Penalty: 3580.985352
	Iteration 7F: 3 clusters Score -5601904 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58072 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -5603986.000000 Penalty: 3580.985352
	Iteration 8Q: 3 clusters Score -5603986 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -5605465.500000 Penalty: 3580.985352
	Iteration 9Q: 3 clusters Score -5605466 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60386 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5606253.000000 Penalty: 3580.985352
	Iteration 10Q: 3 clusters Score -5606253 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60662 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5606533.500000 Penalty: 3580.985352
	Iteration 11Q: 3 clusters Score -5606534 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60757 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5606660.000000 Penalty: 3580.985352
	Iteration 12Q: 3 clusters Score -5606660 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60788 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5606733.000000 Penalty: 3580.985352
	Iteration 13Q: 3 clusters Score -5606733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60797 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -5606748.500000 Penalty: 3580.985352
	Iteration 14Q: 3 clusters Score -5606748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60808 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5606764.500000 Penalty: 3580.985352
	Iteration 15Q: 3 clusters Score -5606764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60814 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -5606783.000000 Penalty: 3580.985352
	Iteration 16Q: 3 clusters Score -5606783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60817 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -5606796.000000 Penalty: 3580.985352
	Iteration 17Q: 3 clusters Score -5606796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60821 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -5606808.500000 Penalty: 3580.985352
	Iteration 18Q: 3 clusters Score -5606808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60820 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -5606819.000000 Penalty: 3580.985352
	Iteration 19Q: 3 clusters Score -5606819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60823 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -5606823.000000 Penalty: 3580.985352
	Iteration 20F: 3 clusters Score -5606823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60826 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -5606835.500000 Penalty: 3580.985352
	Iteration 21Q: 3 clusters Score -5606836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60826 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -5606838.000000 Penalty: 3580.985352
	Iteration 22Q: 3 clusters Score -5606838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60828 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -5606845.500000 Penalty: 3580.985352
	Iteration 23Q: 3 clusters Score -5606846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60828 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -5606851.000000 Penalty: 3580.985352
	Iteration 24Q: 3 clusters Score -5606851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60826 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -5606849.000000 Penalty: 3580.985352
	Iteration 25Q: 3 clusters Score -5606849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60826 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -5606849.000000 Penalty: 3580.985352
	Iteration 26F: 3 clusters Score -5606849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Entering Unmasked Estep 
Score: -485397.687500 Penalty: 1392.805786
	Iteration 0F: 2 clusters Score -485397.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -481237.125000 Penalty: 2785.611572
	Iteration 0F: 3 clusters Score -481237.1 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -482414.875000 Penalty: 2785.611572
	Iteration 1F: 3 clusters Score -482414.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -482603.125000 Penalty: 2785.611572
	Iteration 2F: 3 clusters Score -482603.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -482718.437500 Penalty: 2785.611572
	Iteration 3F: 3 clusters Score -482718.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -482801.593750 Penalty: 2785.611572
	Iteration 4Q: 3 clusters Score -482801.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -482864.937500 Penalty: 2785.611572
	Iteration 5Q: 3 clusters Score -482864.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -482917.718750 Penalty: 2785.611572
	Iteration 6Q: 3 clusters Score -482917.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -482963.343750 Penalty: 2785.611572
	Iteration 7Q: 3 clusters Score -482963.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -483008.343750 Penalty: 2785.611572
	Iteration 8Q: 3 clusters Score -483008.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -483050.187500 Penalty: 2785.611572
	Iteration 9Q: 3 clusters Score -483050.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -483095.375000 Penalty: 2785.611572
	Iteration 10Q: 3 clusters Score -483095.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -483144.406250 Penalty: 2785.611572
	Iteration 11Q: 3 clusters Score -483144.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -483198.875000 Penalty: 2785.611572
	Iteration 12Q: 3 clusters Score -483198.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -483263.031250 Penalty: 2785.611572
	Iteration 13Q: 3 clusters Score -483263 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -483332.156250 Penalty: 2785.611572
	Iteration 14Q: 3 clusters Score -483332.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -483418.312500 Penalty: 2785.611572
	Iteration 15Q: 3 clusters Score -483418.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -483502.531250 Penalty: 2785.611572
	Iteration 16Q: 3 clusters Score -483502.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -483576.562500 Penalty: 2785.611572
	Iteration 17Q: 3 clusters Score -483576.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -483652.593750 Penalty: 2785.611572
	Iteration 18Q: 3 clusters Score -483652.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -483741.531250 Penalty: 2785.611572
	Iteration 19Q: 3 clusters Score -483741.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -483807.218750 Penalty: 2785.611572
	Iteration 20F: 3 clusters Score -483807.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -483856.781250 Penalty: 2785.611572
	Iteration 21Q: 3 clusters Score -483856.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -483888.437500 Penalty: 2785.611572
	Iteration 22Q: 3 clusters Score -483888.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -483916.531250 Penalty: 2785.611572
	Iteration 23Q: 3 clusters Score -483916.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -483941.218750 Penalty: 2785.611572
	Iteration 24Q: 3 clusters Score -483941.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -483961.500000 Penalty: 2785.611572
	Iteration 25Q: 3 clusters Score -483961.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -483986.750000 Penalty: 2785.611572
	Iteration 26Q: 3 clusters Score -483986.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -484006.093750 Penalty: 2785.611572
	Iteration 27Q: 3 clusters Score -484006.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -484026.187500 Penalty: 2785.611572
	Iteration 28Q: 3 clusters Score -484026.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -484042.343750 Penalty: 2785.611572
	Iteration 29Q: 3 clusters Score -484042.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -484055.250000 Penalty: 2785.611572
	Iteration 30Q: 3 clusters Score -484055.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -484063.218750 Penalty: 2785.611572
	Iteration 31Q: 3 clusters Score -484063.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -484067.468750 Penalty: 2785.611572
	Iteration 32Q: 3 clusters Score -484067.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -484073.312500 Penalty: 2785.611572
	Iteration 33Q: 3 clusters Score -484073.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -484076.062500 Penalty: 2785.611572
	Iteration 34Q: 3 clusters Score -484076.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -484077.281250 Penalty: 2785.611572
	Iteration 35Q: 3 clusters Score -484077.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -484079.812500 Penalty: 2785.611572
	Iteration 36Q: 3 clusters Score -484079.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -484083.750000 Penalty: 2785.611572
	Iteration 37Q: 3 clusters Score -484083.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -484085.406250 Penalty: 2785.611572
	Iteration 38Q: 3 clusters Score -484085.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -484089.062500 Penalty: 2785.611572
	Iteration 39Q: 3 clusters Score -484089.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -484092.218750 Penalty: 2785.611572
	Iteration 40F: 3 clusters Score -484092.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -484094.531250 Penalty: 2785.611572
	Iteration 41Q: 3 clusters Score -484094.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -484095.562500 Penalty: 2785.611572
	Iteration 42Q: 3 clusters Score -484095.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -484096.312500 Penalty: 2785.611572
	Iteration 43Q: 3 clusters Score -484096.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -484098.062500 Penalty: 2785.611572
	Iteration 44Q: 3 clusters Score -484098.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -484098.000000 Penalty: 2785.611572
	Iteration 45Q: 3 clusters Score -484098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -484098.968750 Penalty: 2785.611572
	Iteration 46Q: 3 clusters Score -484099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -484100.093750 Penalty: 2785.611572
	Iteration 47Q: 3 clusters Score -484100.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -484103.968750 Penalty: 2785.611572
	Iteration 48Q: 3 clusters Score -484104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -484109.500000 Penalty: 2785.611572
	Iteration 49Q: 3 clusters Score -484109.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -484111.843750 Penalty: 2785.611572
	Iteration 50Q: 3 clusters Score -484111.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -484114.125000 Penalty: 2785.611572
	Iteration 51Q: 3 clusters Score -484114.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -484114.812500 Penalty: 2785.611572
	Iteration 52Q: 3 clusters Score -484114.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -484114.812500 Penalty: 2785.611572
	Iteration 53F: 3 clusters Score -484114.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Entering Unmasked Estep 
Score: -1167402.750000 Penalty: 1538.500000
	Iteration 0F: 2 clusters Score -1167403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1158458.625000 Penalty: 3077.000000
	Iteration 0F: 3 clusters Score -1158459 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1161656.250000 Penalty: 3077.000000
	Iteration 1F: 3 clusters Score -1161656 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1162125.375000 Penalty: 3077.000000
	Iteration 2F: 3 clusters Score -1162125 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1162690.250000 Penalty: 3077.000000
	Iteration 3F: 3 clusters Score -1162690 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1163349.000000 Penalty: 3077.000000
	Iteration 4F: 3 clusters Score -1163349 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1164047.625000 Penalty: 3077.000000
	Iteration 5F: 3 clusters Score -1164048 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1164705.125000 Penalty: 3077.000000
	Iteration 6F: 3 clusters Score -1164705 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1165283.125000 Penalty: 3077.000000
	Iteration 7Q: 3 clusters Score -1165283 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1165602.875000 Penalty: 3077.000000
	Iteration 8Q: 3 clusters Score -1165603 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1165784.125000 Penalty: 3077.000000
	Iteration 9Q: 3 clusters Score -1165784 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1165912.375000 Penalty: 3077.000000
	Iteration 10Q: 3 clusters Score -1165912 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1165997.875000 Penalty: 3077.000000
	Iteration 11Q: 3 clusters Score -1165998 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1166045.875000 Penalty: 3077.000000
	Iteration 12Q: 3 clusters Score -1166046 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1166075.625000 Penalty: 3077.000000
	Iteration 13Q: 3 clusters Score -1166076 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1166106.125000 Penalty: 3077.000000
	Iteration 14Q: 3 clusters Score -1166106 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1166136.750000 Penalty: 3077.000000
	Iteration 15Q: 3 clusters Score -1166137 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1166148.500000 Penalty: 3077.000000
	Iteration 16Q: 3 clusters Score -1166148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1166159.875000 Penalty: 3077.000000
	Iteration 17Q: 3 clusters Score -1166160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1166163.875000 Penalty: 3077.000000
	Iteration 18Q: 3 clusters Score -1166164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1166168.625000 Penalty: 3077.000000
	Iteration 19Q: 3 clusters Score -1166169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1166172.375000 Penalty: 3077.000000
	Iteration 20F: 3 clusters Score -1166172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1166176.750000 Penalty: 3077.000000
	Iteration 21Q: 3 clusters Score -1166177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1166179.625000 Penalty: 3077.000000
	Iteration 22Q: 3 clusters Score -1166180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1166184.250000 Penalty: 3077.000000
	Iteration 23Q: 3 clusters Score -1166184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1166186.000000 Penalty: 3077.000000
	Iteration 24Q: 3 clusters Score -1166186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1166185.375000 Penalty: 3077.000000
	Iteration 25Q: 3 clusters Score -1166185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1166187.375000 Penalty: 3077.000000
	Iteration 26Q: 3 clusters Score -1166187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1166193.000000 Penalty: 3077.000000
	Iteration 27Q: 3 clusters Score -1166193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1166195.750000 Penalty: 3077.000000
	Iteration 28Q: 3 clusters Score -1166196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1166198.500000 Penalty: 3077.000000
	Iteration 29Q: 3 clusters Score -1166198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1166202.500000 Penalty: 3077.000000
	Iteration 30Q: 3 clusters Score -1166202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1166203.375000 Penalty: 3077.000000
	Iteration 31Q: 3 clusters Score -1166203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1166204.250000 Penalty: 3077.000000
	Iteration 32Q: 3 clusters Score -1166204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1166206.125000 Penalty: 3077.000000
	Iteration 33Q: 3 clusters Score -1166206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1166208.250000 Penalty: 3077.000000
	Iteration 34Q: 3 clusters Score -1166208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1166207.750000 Penalty: 3077.000000
	Iteration 35Q: 3 clusters Score -1166208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1166207.250000 Penalty: 3077.000000
	Iteration 36Q: 3 clusters Score -1166207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1166207.250000 Penalty: 3077.000000
	Iteration 37F: 3 clusters Score -1166207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Entering Unmasked Estep 
Score: -189290.218750 Penalty: 1247.049805
	Iteration 0F: 2 clusters Score -189290.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -187090.671875 Penalty: 2494.099609
	Iteration 0F: 3 clusters Score -187090.7 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -187497.437500 Penalty: 2494.099609
	Iteration 1F: 3 clusters Score -187497.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -187631.390625 Penalty: 2494.099609
	Iteration 2F: 3 clusters Score -187631.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -187703.062500 Penalty: 2494.099609
	Iteration 3F: 3 clusters Score -187703.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -187738.171875 Penalty: 2494.099609
	Iteration 4Q: 3 clusters Score -187738.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -187760.687500 Penalty: 2494.099609
	Iteration 5Q: 3 clusters Score -187760.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -187774.953125 Penalty: 2494.099609
	Iteration 6Q: 3 clusters Score -187775 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -187790.218750 Penalty: 2494.099609
	Iteration 7Q: 3 clusters Score -187790.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -187810.171875 Penalty: 2494.099609
	Iteration 8Q: 3 clusters Score -187810.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -187826.281250 Penalty: 2494.099609
	Iteration 9Q: 3 clusters Score -187826.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -187843.312500 Penalty: 2494.099609
	Iteration 10Q: 3 clusters Score -187843.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -187869.953125 Penalty: 2494.099609
	Iteration 11Q: 3 clusters Score -187870 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -187895.078125 Penalty: 2494.099609
	Iteration 12Q: 3 clusters Score -187895.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -187921.156250 Penalty: 2494.099609
	Iteration 13Q: 3 clusters Score -187921.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -187935.796875 Penalty: 2494.099609
	Iteration 14Q: 3 clusters Score -187935.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -187945.687500 Penalty: 2494.099609
	Iteration 15Q: 3 clusters Score -187945.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -187959.593750 Penalty: 2494.099609
	Iteration 16Q: 3 clusters Score -187959.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -187971.218750 Penalty: 2494.099609
	Iteration 17Q: 3 clusters Score -187971.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -187980.750000 Penalty: 2494.099609
	Iteration 18Q: 3 clusters Score -187980.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -187989.968750 Penalty: 2494.099609
	Iteration 19Q: 3 clusters Score -187990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -188007.312500 Penalty: 2494.099609
	Iteration 20F: 3 clusters Score -188007.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -188021.062500 Penalty: 2494.099609
	Iteration 21Q: 3 clusters Score -188021.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -188035.578125 Penalty: 2494.099609
	Iteration 22Q: 3 clusters Score -188035.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -188045.890625 Penalty: 2494.099609
	Iteration 23Q: 3 clusters Score -188045.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -188056.265625 Penalty: 2494.099609
	Iteration 24Q: 3 clusters Score -188056.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -188065.671875 Penalty: 2494.099609
	Iteration 25Q: 3 clusters Score -188065.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -188078.656250 Penalty: 2494.099609
	Iteration 26Q: 3 clusters Score -188078.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -188091.484375 Penalty: 2494.099609
	Iteration 27Q: 3 clusters Score -188091.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -188109.515625 Penalty: 2494.099609
	Iteration 28Q: 3 clusters Score -188109.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -188124.359375 Penalty: 2494.099609
	Iteration 29Q: 3 clusters Score -188124.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -188138.359375 Penalty: 2494.099609
	Iteration 30Q: 3 clusters Score -188138.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -188148.062500 Penalty: 2494.099609
	Iteration 31Q: 3 clusters Score -188148.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -188160.515625 Penalty: 2494.099609
	Iteration 32Q: 3 clusters Score -188160.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -188171.750000 Penalty: 2494.099609
	Iteration 33Q: 3 clusters Score -188171.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -188179.343750 Penalty: 2494.099609
	Iteration 34Q: 3 clusters Score -188179.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -188189.687500 Penalty: 2494.099609
	Iteration 35Q: 3 clusters Score -188189.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -188203.328125 Penalty: 2494.099609
	Iteration 36Q: 3 clusters Score -188203.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -188208.765625 Penalty: 2494.099609
	Iteration 37Q: 3 clusters Score -188208.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -188214.031250 Penalty: 2494.099609
	Iteration 38Q: 3 clusters Score -188214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -188218.046875 Penalty: 2494.099609
	Iteration 39Q: 3 clusters Score -188218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -188220.843750 Penalty: 2494.099609
	Iteration 40F: 3 clusters Score -188220.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -188227.687500 Penalty: 2494.099609
	Iteration 41Q: 3 clusters Score -188227.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -188235.781250 Penalty: 2494.099609
	Iteration 42Q: 3 clusters Score -188235.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -188242.718750 Penalty: 2494.099609
	Iteration 43Q: 3 clusters Score -188242.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -188246.828125 Penalty: 2494.099609
	Iteration 44Q: 3 clusters Score -188246.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -188251.546875 Penalty: 2494.099609
	Iteration 45Q: 3 clusters Score -188251.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -188255.906250 Penalty: 2494.099609
	Iteration 46Q: 3 clusters Score -188255.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -188260.453125 Penalty: 2494.099609
	Iteration 47Q: 3 clusters Score -188260.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -188261.171875 Penalty: 2494.099609
	Iteration 48Q: 3 clusters Score -188261.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -188261.171875 Penalty: 2494.099609
	Iteration 49F: 3 clusters Score -188261.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -74910.929688 Penalty: 1127.313477
	Iteration 0F: 2 clusters Score -74910.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -73498.906250 Penalty: 2254.626953
	Iteration 0F: 3 clusters Score -73498.91 nChanged 323
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: -73834.867188 Penalty: 2254.626953
	Iteration 1F: 3 clusters Score -73834.87 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -73916.617188 Penalty: 2254.626953
	Iteration 2F: 3 clusters Score -73916.62 nChanged 29
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: -73954.203125 Penalty: 2254.626953
	Iteration 3Q: 3 clusters Score -73954.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -73975.195312 Penalty: 2254.626953
	Iteration 4Q: 3 clusters Score -73975.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -73991.937500 Penalty: 2254.626953
	Iteration 5Q: 3 clusters Score -73991.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -74000.984375 Penalty: 2254.626953
	Iteration 6Q: 3 clusters Score -74000.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -74008.359375 Penalty: 2254.626953
	Iteration 7Q: 3 clusters Score -74008.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -74011.703125 Penalty: 2254.626953
	Iteration 8Q: 3 clusters Score -74011.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -74016.437500 Penalty: 2254.626953
	Iteration 9Q: 3 clusters Score -74016.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -74026.843750 Penalty: 2254.626953
	Iteration 10Q: 3 clusters Score -74026.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -74033.460938 Penalty: 2254.626953
	Iteration 11Q: 3 clusters Score -74033.46 nChanged 8
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: -74040.757812 Penalty: 2254.626953
	Iteration 12Q: 3 clusters Score -74040.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -74044.859375 Penalty: 2254.626953
	Iteration 13Q: 3 clusters Score -74044.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -74048.023438 Penalty: 2254.626953
	Iteration 14Q: 3 clusters Score -74048.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -74051.304688 Penalty: 2254.626953
	Iteration 15Q: 3 clusters Score -74051.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -74062.062500 Penalty: 2254.626953
	Iteration 16Q: 3 clusters Score -74062.06 nChanged 9
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: -74069.937500 Penalty: 2254.626953
	Iteration 17Q: 3 clusters Score -74069.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -74074.523438 Penalty: 2254.626953
	Iteration 18Q: 3 clusters Score -74074.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -74077.390625 Penalty: 2254.626953
	Iteration 19Q: 3 clusters Score -74077.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -74079.421875 Penalty: 2254.626953
	Iteration 20F: 3 clusters Score -74079.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -74081.460938 Penalty: 2254.626953
	Iteration 21Q: 3 clusters Score -74081.46 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: -74083.625000 Penalty: 2254.626953
	Iteration 22Q: 3 clusters Score -74083.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -74085.304688 Penalty: 2254.626953
	Iteration 23Q: 3 clusters Score -74085.3 nChanged 1
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: -74086.007812 Penalty: 2254.626953
	Iteration 24Q: 3 clusters Score -74086.01 nChanged 0
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: -74086.007812 Penalty: 2254.626953
	Iteration 25F: 3 clusters Score -74086.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Entering Unmasked Estep 
Score: -649104.500000 Penalty: 1442.211426
	Iteration 0F: 2 clusters Score -649104.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -643738.562500 Penalty: 2884.422852
	Iteration 0F: 3 clusters Score -643738.6 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -645372.812500 Penalty: 2884.422852
	Iteration 1F: 3 clusters Score -645372.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -645671.000000 Penalty: 2884.422852
	Iteration 2F: 3 clusters Score -645671 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -646005.500000 Penalty: 2884.422852
	Iteration 3F: 3 clusters Score -646005.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -646323.750000 Penalty: 2884.422852
	Iteration 4F: 3 clusters Score -646323.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -646678.250000 Penalty: 2884.422852
	Iteration 5F: 3 clusters Score -646678.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -647025.875000 Penalty: 2884.422852
	Iteration 6F: 3 clusters Score -647025.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -647247.687500 Penalty: 2884.422852
	Iteration 7Q: 3 clusters Score -647247.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -647423.750000 Penalty: 2884.422852
	Iteration 8Q: 3 clusters Score -647423.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -647591.937500 Penalty: 2884.422852
	Iteration 9Q: 3 clusters Score -647591.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -647748.375000 Penalty: 2884.422852
	Iteration 10Q: 3 clusters Score -647748.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -647877.312500 Penalty: 2884.422852
	Iteration 11Q: 3 clusters Score -647877.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -647967.500000 Penalty: 2884.422852
	Iteration 12Q: 3 clusters Score -647967.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -648015.375000 Penalty: 2884.422852
	Iteration 13Q: 3 clusters Score -648015.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -648044.812500 Penalty: 2884.422852
	Iteration 14Q: 3 clusters Score -648044.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -648063.937500 Penalty: 2884.422852
	Iteration 15Q: 3 clusters Score -648063.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -648074.125000 Penalty: 2884.422852
	Iteration 16Q: 3 clusters Score -648074.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -648081.562500 Penalty: 2884.422852
	Iteration 17Q: 3 clusters Score -648081.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -648084.375000 Penalty: 2884.422852
	Iteration 18Q: 3 clusters Score -648084.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -648086.375000 Penalty: 2884.422852
	Iteration 19Q: 3 clusters Score -648086.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -648087.187500 Penalty: 2884.422852
	Iteration 20F: 3 clusters Score -648087.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -648087.875000 Penalty: 2884.422852
	Iteration 21Q: 3 clusters Score -648087.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -648089.687500 Penalty: 2884.422852
	Iteration 22Q: 3 clusters Score -648089.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -648091.437500 Penalty: 2884.422852
	Iteration 23Q: 3 clusters Score -648091.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -648093.937500 Penalty: 2884.422852
	Iteration 24Q: 3 clusters Score -648093.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -648094.625000 Penalty: 2884.422852
	Iteration 25Q: 3 clusters Score -648094.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -648094.312500 Penalty: 2884.422852
	Iteration 26Q: 3 clusters Score -648094.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -648095.000000 Penalty: 2884.422852
	Iteration 27Q: 3 clusters Score -648095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -648095.000000 Penalty: 2884.422852
	Iteration 28F: 3 clusters Score -648095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Entering Unmasked Estep 
Score: -230001.703125 Penalty: 1285.947144
	Iteration 0F: 2 clusters Score -230001.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -227487.453125 Penalty: 2571.894287
	Iteration 0F: 3 clusters Score -227487.5 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -228089.562500 Penalty: 2571.894287
	Iteration 1F: 3 clusters Score -228089.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -228234.421875 Penalty: 2571.894287
	Iteration 2F: 3 clusters Score -228234.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -228353.125000 Penalty: 2571.894287
	Iteration 3F: 3 clusters Score -228353.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -228508.468750 Penalty: 2571.894287
	Iteration 4Q: 3 clusters Score -228508.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -228621.921875 Penalty: 2571.894287
	Iteration 5F: 3 clusters Score -228621.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -228694.468750 Penalty: 2571.894287
	Iteration 6Q: 3 clusters Score -228694.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -228774.906250 Penalty: 2571.894287
	Iteration 7Q: 3 clusters Score -228774.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -228868.812500 Penalty: 2571.894287
	Iteration 8Q: 3 clusters Score -228868.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -228934.140625 Penalty: 2571.894287
	Iteration 9Q: 3 clusters Score -228934.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -228976.484375 Penalty: 2571.894287
	Iteration 10Q: 3 clusters Score -228976.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -229010.906250 Penalty: 2571.894287
	Iteration 11Q: 3 clusters Score -229010.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -229049.046875 Penalty: 2571.894287
	Iteration 12Q: 3 clusters Score -229049 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -229089.656250 Penalty: 2571.894287
	Iteration 13Q: 3 clusters Score -229089.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -229120.921875 Penalty: 2571.894287
	Iteration 14Q: 3 clusters Score -229120.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -229146.593750 Penalty: 2571.894287
	Iteration 15Q: 3 clusters Score -229146.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -229179.671875 Penalty: 2571.894287
	Iteration 16Q: 3 clusters Score -229179.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -229213.937500 Penalty: 2571.894287
	Iteration 17Q: 3 clusters Score -229213.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -229245.406250 Penalty: 2571.894287
	Iteration 18Q: 3 clusters Score -229245.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -229276.250000 Penalty: 2571.894287
	Iteration 19Q: 3 clusters Score -229276.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -229331.171875 Penalty: 2571.894287
	Iteration 20F: 3 clusters Score -229331.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -229394.078125 Penalty: 2571.894287
	Iteration 21Q: 3 clusters Score -229394.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -229453.109375 Penalty: 2571.894287
	Iteration 22Q: 3 clusters Score -229453.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -229493.984375 Penalty: 2571.894287
	Iteration 23Q: 3 clusters Score -229494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -229537.984375 Penalty: 2571.894287
	Iteration 24Q: 3 clusters Score -229538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -229563.156250 Penalty: 2571.894287
	Iteration 25Q: 3 clusters Score -229563.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -229583.250000 Penalty: 2571.894287
	Iteration 26Q: 3 clusters Score -229583.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -229597.484375 Penalty: 2571.894287
	Iteration 27Q: 3 clusters Score -229597.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -229608.687500 Penalty: 2571.894287
	Iteration 28Q: 3 clusters Score -229608.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -229615.546875 Penalty: 2571.894287
	Iteration 29Q: 3 clusters Score -229615.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -229620.343750 Penalty: 2571.894287
	Iteration 30Q: 3 clusters Score -229620.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -229623.468750 Penalty: 2571.894287
	Iteration 31Q: 3 clusters Score -229623.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -229625.390625 Penalty: 2571.894287
	Iteration 32Q: 3 clusters Score -229625.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -229627.125000 Penalty: 2571.894287
	Iteration 33Q: 3 clusters Score -229627.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -229628.765625 Penalty: 2571.894287
	Iteration 34Q: 3 clusters Score -229628.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -229630.437500 Penalty: 2571.894287
	Iteration 35Q: 3 clusters Score -229630.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -229632.375000 Penalty: 2571.894287
	Iteration 36Q: 3 clusters Score -229632.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -229635.296875 Penalty: 2571.894287
	Iteration 37Q: 3 clusters Score -229635.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -229641.265625 Penalty: 2571.894287
	Iteration 38Q: 3 clusters Score -229641.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -229652.015625 Penalty: 2571.894287
	Iteration 39Q: 3 clusters Score -229652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -229659.312500 Penalty: 2571.894287
	Iteration 40F: 3 clusters Score -229659.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -229663.046875 Penalty: 2571.894287
	Iteration 41Q: 3 clusters Score -229663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -229667.390625 Penalty: 2571.894287
	Iteration 42Q: 3 clusters Score -229667.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -229667.984375 Penalty: 2571.894287
	Iteration 43Q: 3 clusters Score -229668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -229668.625000 Penalty: 2571.894287
	Iteration 44Q: 3 clusters Score -229668.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -229668.625000 Penalty: 2571.894287
	Iteration 45F: 3 clusters Score -229668.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (73992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73992 members 
Entering Unmasked Estep 
Score: -6777030.000000 Penalty: 1821.903198
	Iteration 0F: 2 clusters Score -6777030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 37074 members 
Entering Unmasked Estep 
Score: -6727588.000000 Penalty: 3643.806396
	Iteration 0F: 3 clusters Score -6727588 nChanged 35135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -6748152.000000 Penalty: 3643.806396
	Iteration 1F: 3 clusters Score -6748152 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -6748993.500000 Penalty: 3643.806396
	Iteration 2Q: 3 clusters Score -6748994 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -6750049.500000 Penalty: 3643.806396
	Iteration 3Q: 3 clusters Score -6750050 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -6751251.000000 Penalty: 3643.806396
	Iteration 4Q: 3 clusters Score -6751251 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -6752486.500000 Penalty: 3643.806396
	Iteration 5Q: 3 clusters Score -6752486 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -6753852.000000 Penalty: 3643.806396
	Iteration 6Q: 3 clusters Score -6753852 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43881 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -6755134.500000 Penalty: 3643.806396
	Iteration 7Q: 3 clusters Score -6755134 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45714 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -6756585.500000 Penalty: 3643.806396
	Iteration 8Q: 3 clusters Score -6756586 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47796 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -6758041.000000 Penalty: 3643.806396
	Iteration 9Q: 3 clusters Score -6758041 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50070 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -6759712.000000 Penalty: 3643.806396
	Iteration 10Q: 3 clusters Score -6759712 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52449 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -6761602.000000 Penalty: 3643.806396
	Iteration 11Q: 3 clusters Score -6761602 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -6763507.500000 Penalty: 3643.806396
	Iteration 12Q: 3 clusters Score -6763508 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56885 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -6765204.000000 Penalty: 3643.806396
	Iteration 13Q: 3 clusters Score -6765204 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58788 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -6766461.500000 Penalty: 3643.806396
	Iteration 14Q: 3 clusters Score -6766462 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60548 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -6767433.000000 Penalty: 3643.806396
	Iteration 15Q: 3 clusters Score -6767433 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62232 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -6768329.500000 Penalty: 3643.806396
	Iteration 16Q: 3 clusters Score -6768330 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63829 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -6769104.500000 Penalty: 3643.806396
	Iteration 17Q: 3 clusters Score -6769104 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65351 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -6769923.000000 Penalty: 3643.806396
	Iteration 18Q: 3 clusters Score -6769923 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66777 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -6770762.500000 Penalty: 3643.806396
	Iteration 19Q: 3 clusters Score -6770762 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68073 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -6771519.500000 Penalty: 3643.806396
	Iteration 20F: 3 clusters Score -6771520 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69276 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -6772261.000000 Penalty: 3643.806396
	Iteration 21Q: 3 clusters Score -6772261 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70339 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -6772978.000000 Penalty: 3643.806396
	Iteration 22Q: 3 clusters Score -6772978 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71271 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -6773588.000000 Penalty: 3643.806396
	Iteration 23Q: 3 clusters Score -6773588 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72044 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -6774138.500000 Penalty: 3643.806396
	Iteration 24Q: 3 clusters Score -6774138 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72653 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -6774600.500000 Penalty: 3643.806396
	Iteration 25Q: 3 clusters Score -6774600 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73100 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6774908.500000 Penalty: 3643.806396
	Iteration 26Q: 3 clusters Score -6774908 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73360 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -6775134.000000 Penalty: 3643.806396
	Iteration 27Q: 3 clusters Score -6775134 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73513 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6775258.000000 Penalty: 3643.806396
	Iteration 28Q: 3 clusters Score -6775258 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73584 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -6775322.500000 Penalty: 3643.806396
	Iteration 29Q: 3 clusters Score -6775322 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73628 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6775365.500000 Penalty: 3643.806396
	Iteration 30Q: 3 clusters Score -6775366 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73657 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6775386.000000 Penalty: 3643.806396
	Iteration 31Q: 3 clusters Score -6775386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73675 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6775411.000000 Penalty: 3643.806396
	Iteration 32Q: 3 clusters Score -6775411 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73690 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6775434.000000 Penalty: 3643.806396
	Iteration 33Q: 3 clusters Score -6775434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73701 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6775440.500000 Penalty: 3643.806396
	Iteration 34Q: 3 clusters Score -6775440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73709 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6775459.000000 Penalty: 3643.806396
	Iteration 35Q: 3 clusters Score -6775459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73716 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6775465.500000 Penalty: 3643.806396
	Iteration 36Q: 3 clusters Score -6775466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73722 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6775470.500000 Penalty: 3643.806396
	Iteration 37Q: 3 clusters Score -6775470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73723 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -6775475.500000 Penalty: 3643.806396
	Iteration 38Q: 3 clusters Score -6775476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73726 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -6775479.500000 Penalty: 3643.806396
	Iteration 39Q: 3 clusters Score -6775480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73728 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6775481.500000 Penalty: 3643.806396
	Iteration 40F: 3 clusters Score -6775482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Entering Unmasked Estep 
Score: -147220.312500 Penalty: 1206.814209
	Iteration 0F: 2 clusters Score -147220.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -145338.562500 Penalty: 2413.628418
	Iteration 0F: 3 clusters Score -145338.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -145746.968750 Penalty: 2413.628418
	Iteration 1F: 3 clusters Score -145747 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -145863.765625 Penalty: 2413.628418
	Iteration 2F: 3 clusters Score -145863.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -145927.218750 Penalty: 2413.628418
	Iteration 3Q: 3 clusters Score -145927.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -145969.562500 Penalty: 2413.628418
	Iteration 4Q: 3 clusters Score -145969.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -146005.593750 Penalty: 2413.628418
	Iteration 5Q: 3 clusters Score -146005.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -146031.125000 Penalty: 2413.628418
	Iteration 6Q: 3 clusters Score -146031.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -146054.046875 Penalty: 2413.628418
	Iteration 7Q: 3 clusters Score -146054 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -146084.937500 Penalty: 2413.628418
	Iteration 8Q: 3 clusters Score -146084.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -146129.109375 Penalty: 2413.628418
	Iteration 9Q: 3 clusters Score -146129.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -146156.703125 Penalty: 2413.628418
	Iteration 10Q: 3 clusters Score -146156.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -146180.531250 Penalty: 2413.628418
	Iteration 11Q: 3 clusters Score -146180.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -146211.703125 Penalty: 2413.628418
	Iteration 12Q: 3 clusters Score -146211.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -146230.250000 Penalty: 2413.628418
	Iteration 13Q: 3 clusters Score -146230.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -146238.343750 Penalty: 2413.628418
	Iteration 14Q: 3 clusters Score -146238.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -146242.718750 Penalty: 2413.628418
	Iteration 15Q: 3 clusters Score -146242.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -146248.812500 Penalty: 2413.628418
	Iteration 16Q: 3 clusters Score -146248.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -146258.046875 Penalty: 2413.628418
	Iteration 17Q: 3 clusters Score -146258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -146267.437500 Penalty: 2413.628418
	Iteration 18Q: 3 clusters Score -146267.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -146277.046875 Penalty: 2413.628418
	Iteration 19Q: 3 clusters Score -146277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -146287.453125 Penalty: 2413.628418
	Iteration 20F: 3 clusters Score -146287.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -146297.546875 Penalty: 2413.628418
	Iteration 21Q: 3 clusters Score -146297.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -146310.937500 Penalty: 2413.628418
	Iteration 22Q: 3 clusters Score -146310.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -146318.031250 Penalty: 2413.628418
	Iteration 23Q: 3 clusters Score -146318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -146323.687500 Penalty: 2413.628418
	Iteration 24Q: 3 clusters Score -146323.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -146325.265625 Penalty: 2413.628418
	Iteration 25Q: 3 clusters Score -146325.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -146326.609375 Penalty: 2413.628418
	Iteration 26Q: 3 clusters Score -146326.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -146329.015625 Penalty: 2413.628418
	Iteration 27Q: 3 clusters Score -146329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -146331.359375 Penalty: 2413.628418
	Iteration 28Q: 3 clusters Score -146331.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -146333.328125 Penalty: 2413.628418
	Iteration 29Q: 3 clusters Score -146333.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -146333.328125 Penalty: 2413.628418
	Iteration 30F: 3 clusters Score -146333.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Entering Unmasked Estep 
Score: -1318771.000000 Penalty: 1554.358643
	Iteration 0F: 2 clusters Score -1318771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1308884.875000 Penalty: 3108.717285
	Iteration 0F: 3 clusters Score -1308885 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1312288.875000 Penalty: 3108.717285
	Iteration 1F: 3 clusters Score -1312289 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1312674.375000 Penalty: 3108.717285
	Iteration 2F: 3 clusters Score -1312674 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1313009.375000 Penalty: 3108.717285
	Iteration 3F: 3 clusters Score -1313009 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1313361.375000 Penalty: 3108.717285
	Iteration 4Q: 3 clusters Score -1313361 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1313704.375000 Penalty: 3108.717285
	Iteration 5Q: 3 clusters Score -1313704 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1314060.625000 Penalty: 3108.717285
	Iteration 6Q: 3 clusters Score -1314061 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1314395.250000 Penalty: 3108.717285
	Iteration 7Q: 3 clusters Score -1314395 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1314690.250000 Penalty: 3108.717285
	Iteration 8Q: 3 clusters Score -1314690 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1314947.250000 Penalty: 3108.717285
	Iteration 9Q: 3 clusters Score -1314947 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1315185.250000 Penalty: 3108.717285
	Iteration 10Q: 3 clusters Score -1315185 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1315411.875000 Penalty: 3108.717285
	Iteration 11Q: 3 clusters Score -1315412 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1315630.000000 Penalty: 3108.717285
	Iteration 12Q: 3 clusters Score -1315630 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1315840.125000 Penalty: 3108.717285
	Iteration 13Q: 3 clusters Score -1315840 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1316043.500000 Penalty: 3108.717285
	Iteration 14Q: 3 clusters Score -1316044 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1316239.625000 Penalty: 3108.717285
	Iteration 15Q: 3 clusters Score -1316240 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1316417.375000 Penalty: 3108.717285
	Iteration 16Q: 3 clusters Score -1316417 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1316597.000000 Penalty: 3108.717285
	Iteration 17Q: 3 clusters Score -1316597 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1316758.125000 Penalty: 3108.717285
	Iteration 18Q: 3 clusters Score -1316758 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1316913.125000 Penalty: 3108.717285
	Iteration 19Q: 3 clusters Score -1316913 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1317023.250000 Penalty: 3108.717285
	Iteration 20F: 3 clusters Score -1317023 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1317131.625000 Penalty: 3108.717285
	Iteration 21Q: 3 clusters Score -1317132 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1317217.625000 Penalty: 3108.717285
	Iteration 22Q: 3 clusters Score -1317218 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1317278.625000 Penalty: 3108.717285
	Iteration 23Q: 3 clusters Score -1317279 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1317321.250000 Penalty: 3108.717285
	Iteration 24Q: 3 clusters Score -1317321 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1317349.625000 Penalty: 3108.717285
	Iteration 25Q: 3 clusters Score -1317350 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -1317373.000000 Penalty: 3108.717285
	Iteration 26Q: 3 clusters Score -1317373 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1317385.250000 Penalty: 3108.717285
	Iteration 27Q: 3 clusters Score -1317385 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1317394.750000 Penalty: 3108.717285
	Iteration 28Q: 3 clusters Score -1317395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -1317399.000000 Penalty: 3108.717285
	Iteration 29Q: 3 clusters Score -1317399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1317398.125000 Penalty: 3108.717285
	Iteration 30Q: 3 clusters Score -1317398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1317403.750000 Penalty: 3108.717285
	Iteration 31Q: 3 clusters Score -1317404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -1317407.000000 Penalty: 3108.717285
	Iteration 32Q: 3 clusters Score -1317407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1317413.625000 Penalty: 3108.717285
	Iteration 33Q: 3 clusters Score -1317414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1317415.750000 Penalty: 3108.717285
	Iteration 34Q: 3 clusters Score -1317416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1317417.000000 Penalty: 3108.717285
	Iteration 35Q: 3 clusters Score -1317417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1317421.375000 Penalty: 3108.717285
	Iteration 36Q: 3 clusters Score -1317421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1317423.250000 Penalty: 3108.717285
	Iteration 37Q: 3 clusters Score -1317423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1317428.750000 Penalty: 3108.717285
	Iteration 38Q: 3 clusters Score -1317429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1317430.375000 Penalty: 3108.717285
	Iteration 39Q: 3 clusters Score -1317430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1317435.750000 Penalty: 3108.717285
	Iteration 40F: 3 clusters Score -1317436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1317441.500000 Penalty: 3108.717285
	Iteration 41Q: 3 clusters Score -1317442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1317442.375000 Penalty: 3108.717285
	Iteration 42Q: 3 clusters Score -1317442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1317442.375000 Penalty: 3108.717285
	Iteration 43Q: 3 clusters Score -1317442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1317444.625000 Penalty: 3108.717285
	Iteration 44Q: 3 clusters Score -1317445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1317445.750000 Penalty: 3108.717285
	Iteration 45Q: 3 clusters Score -1317446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1317444.000000 Penalty: 3108.717285
	Iteration 46Q: 3 clusters Score -1317444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1317444.000000 Penalty: 3108.717285
	Iteration 47F: 3 clusters Score -1317444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Entering Unmasked Estep 
Score: -128793.281250 Penalty: 1189.693115
	Iteration 0F: 2 clusters Score -128793.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -126997.960938 Penalty: 2379.386230
	Iteration 0F: 3 clusters Score -126998 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -127348.289062 Penalty: 2379.386230
	Iteration 1F: 3 clusters Score -127348.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -127432.492188 Penalty: 2379.386230
	Iteration 2F: 3 clusters Score -127432.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -127482.539062 Penalty: 2379.386230
	Iteration 3Q: 3 clusters Score -127482.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -127518.679688 Penalty: 2379.386230
	Iteration 4Q: 3 clusters Score -127518.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -127539.273438 Penalty: 2379.386230
	Iteration 5Q: 3 clusters Score -127539.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -127564.226562 Penalty: 2379.386230
	Iteration 6Q: 3 clusters Score -127564.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -127590.367188 Penalty: 2379.386230
	Iteration 7Q: 3 clusters Score -127590.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -127616.296875 Penalty: 2379.386230
	Iteration 8Q: 3 clusters Score -127616.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -127646.671875 Penalty: 2379.386230
	Iteration 9Q: 3 clusters Score -127646.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -127673.976562 Penalty: 2379.386230
	Iteration 10Q: 3 clusters Score -127674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -127703.343750 Penalty: 2379.386230
	Iteration 11Q: 3 clusters Score -127703.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -127732.015625 Penalty: 2379.386230
	Iteration 12Q: 3 clusters Score -127732 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -127765.898438 Penalty: 2379.386230
	Iteration 13Q: 3 clusters Score -127765.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -127810.023438 Penalty: 2379.386230
	Iteration 14Q: 3 clusters Score -127810 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -127874.593750 Penalty: 2379.386230
	Iteration 15Q: 3 clusters Score -127874.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -127978.343750 Penalty: 2379.386230
	Iteration 16Q: 3 clusters Score -127978.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -128078.367188 Penalty: 2379.386230
	Iteration 17Q: 3 clusters Score -128078.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -128180.945312 Penalty: 2379.386230
	Iteration 18Q: 3 clusters Score -128180.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -128260.265625 Penalty: 2379.386230
	Iteration 19Q: 3 clusters Score -128260.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -128315.195312 Penalty: 2379.386230
	Iteration 20F: 3 clusters Score -128315.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -128393.984375 Penalty: 2379.386230
	Iteration 21Q: 3 clusters Score -128394 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -128550.828125 Penalty: 2379.386230
	Iteration 22Q: 3 clusters Score -128550.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -128676.000000 Penalty: 2379.386230
	Iteration 23Q: 3 clusters Score -128676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -128809.234375 Penalty: 2379.386230
	Iteration 24Q: 3 clusters Score -128809.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -128855.710938 Penalty: 2379.386230
	Iteration 25Q: 3 clusters Score -128855.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -128862.101562 Penalty: 2379.386230
	Iteration 26Q: 3 clusters Score -128862.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -128863.382812 Penalty: 2379.386230
	Iteration 27Q: 3 clusters Score -128863.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -128863.382812 Penalty: 2379.386230
	Iteration 28F: 3 clusters Score -128863.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 52116 members 
Mstep: Class 3 contains 41688 members 
Mstep: Class 4 contains 115175 members 
Mstep: Class 5 contains 7267 members 
Mstep: Class 6 contains 14917 members 
Mstep: Class 7 contains 10811 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 124346 members 
Mstep: Class 10 contains 26301 members 
Mstep: Class 11 contains 8907 members 
Mstep: Class 12 contains 40259 members 
Mstep: Class 13 contains 4441 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 17505 members 
Mstep: Class 16 contains 24003 members 
Mstep: Class 17 contains 86755 members 
Mstep: Class 18 contains 61167 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5187 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2479 members 
Mstep: Class 23 contains 60987 members 
Mstep: Class 24 contains 5277 members 
Mstep: Class 25 contains 12935 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7152 members 
Mstep: Class 29 contains 2734 members 
Mstep: Class 30 contains 73992 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14261 members 
Mstep: Class 33 contains 743 members 
Mstep: Class 34 contains 1460 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1708 members 
Mstep: Class 38 contains 7772 members 
Mstep: Class 39 contains 5196 members 
Mstep: Class 40 contains 2801 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63563 members 
Mstep: Class 43 contains 8743 members 
Mstep: Class 44 contains 660 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 3982 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 1685 members 
Mstep: Class 49 contains 769 members 
Entering Unmasked Estep 
Score: -84468128.000000 Penalty: 109667.085938
Splitting cluster 33 changes total score from -84469112.000000 to -84468128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (1460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Entering Unmasked Estep 
Score: -124972.093750 Penalty: 1184.006226
	Iteration 0F: 2 clusters Score -124972.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -123244.000000 Penalty: 2368.012451
	Iteration 0F: 3 clusters Score -123244 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -123610.375000 Penalty: 2368.012451
	Iteration 1F: 3 clusters Score -123610.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -123716.328125 Penalty: 2368.012451
	Iteration 2F: 3 clusters Score -123716.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -123802.328125 Penalty: 2368.012451
	Iteration 3Q: 3 clusters Score -123802.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -123891.242188 Penalty: 2368.012451
	Iteration 4Q: 3 clusters Score -123891.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -124000.710938 Penalty: 2368.012451
	Iteration 5F: 3 clusters Score -124000.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -124139.250000 Penalty: 2368.012451
	Iteration 6Q: 3 clusters Score -124139.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -124303.421875 Penalty: 2368.012451
	Iteration 7F: 3 clusters Score -124303.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -124467.195312 Penalty: 2368.012451
	Iteration 8Q: 3 clusters Score -124467.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -124619.687500 Penalty: 2368.012451
	Iteration 9Q: 3 clusters Score -124619.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -124728.671875 Penalty: 2368.012451
	Iteration 10Q: 3 clusters Score -124728.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -124784.140625 Penalty: 2368.012451
	Iteration 11Q: 3 clusters Score -124784.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -124799.546875 Penalty: 2368.012451
	Iteration 12Q: 3 clusters Score -124799.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -124807.500000 Penalty: 2368.012451
	Iteration 13Q: 3 clusters Score -124807.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -124809.539062 Penalty: 2368.012451
	Iteration 14Q: 3 clusters Score -124809.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -124809.976562 Penalty: 2368.012451
	Iteration 15Q: 3 clusters Score -124810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -124810.640625 Penalty: 2368.012451
	Iteration 16Q: 3 clusters Score -124810.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -124810.640625 Penalty: 2368.012451
	Iteration 17F: 3 clusters Score -124810.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Entering Unmasked Estep 
Score: -58012.476562 Penalty: 1090.459961
	Iteration 0F: 2 clusters Score -58012.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -56753.292969 Penalty: 2180.919922
	Iteration 0F: 3 clusters Score -56753.29 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -57090.351562 Penalty: 2180.919922
	Iteration 1F: 3 clusters Score -57090.35 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -57320.824219 Penalty: 2180.919922
	Iteration 2F: 3 clusters Score -57320.82 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -57508.597656 Penalty: 2180.919922
	Iteration 3F: 3 clusters Score -57508.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -57676.742188 Penalty: 2180.919922
	Iteration 4Q: 3 clusters Score -57676.74 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -57788.972656 Penalty: 2180.919922
	Iteration 5Q: 3 clusters Score -57788.97 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -57882.457031 Penalty: 2180.919922
	Iteration 6Q: 3 clusters Score -57882.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -57942.734375 Penalty: 2180.919922
	Iteration 7Q: 3 clusters Score -57942.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -57988.519531 Penalty: 2180.919922
	Iteration 8Q: 3 clusters Score -57988.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -58005.472656 Penalty: 2180.919922
	Iteration 9Q: 3 clusters Score -58005.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -58012.292969 Penalty: 2180.919922
	Iteration 10Q: 3 clusters Score -58012.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -58015.726562 Penalty: 2180.919922
	Iteration 11Q: 3 clusters Score -58015.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -58015.726562 Penalty: 2180.919922
	Iteration 12F: 3 clusters Score -58015.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 52116 members 
Mstep: Class 3 contains 41688 members 
Mstep: Class 4 contains 115175 members 
Mstep: Class 5 contains 7267 members 
Mstep: Class 6 contains 14917 members 
Mstep: Class 7 contains 10811 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 124346 members 
Mstep: Class 10 contains 26301 members 
Mstep: Class 11 contains 8907 members 
Mstep: Class 12 contains 40259 members 
Mstep: Class 13 contains 4441 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 17505 members 
Mstep: Class 16 contains 24003 members 
Mstep: Class 17 contains 86755 members 
Mstep: Class 18 contains 61167 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5187 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2479 members 
Mstep: Class 23 contains 60987 members 
Mstep: Class 24 contains 5277 members 
Mstep: Class 25 contains 12935 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7152 members 
Mstep: Class 29 contains 2734 members 
Mstep: Class 30 contains 73992 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14261 members 
Mstep: Class 33 contains 1512 members 
Mstep: Class 34 contains 1460 members 
Mstep: Class 35 contains 436 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1708 members 
Mstep: Class 38 contains 7772 members 
Mstep: Class 39 contains 5196 members 
Mstep: Class 40 contains 2801 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63563 members 
Mstep: Class 43 contains 8743 members 
Mstep: Class 44 contains 660 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 3982 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 1685 members 
Mstep: Class 49 contains 385 members 
Entering Unmasked Estep 
Score: -84468072.000000 Penalty: 109667.085938
Splitting cluster 35 changes total score from -84469112.000000 to -84468072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (1058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Entering Unmasked Estep 
Score: -89401.921875 Penalty: 1131.671997
	Iteration 0F: 2 clusters Score -89401.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -87938.617188 Penalty: 2263.343994
	Iteration 0F: 3 clusters Score -87938.62 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -88216.015625 Penalty: 2263.343994
	Iteration 1F: 3 clusters Score -88216.02 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -88320.671875 Penalty: 2263.343994
	Iteration 2F: 3 clusters Score -88320.67 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -88404.062500 Penalty: 2263.343994
	Iteration 3Q: 3 clusters Score -88404.06 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -88479.656250 Penalty: 2263.343994
	Iteration 4Q: 3 clusters Score -88479.66 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -88610.742188 Penalty: 2263.343994
	Iteration 5Q: 3 clusters Score -88610.74 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -88686.117188 Penalty: 2263.343994
	Iteration 6Q: 3 clusters Score -88686.12 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -88744.406250 Penalty: 2263.343994
	Iteration 7Q: 3 clusters Score -88744.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -88801.500000 Penalty: 2263.343994
	Iteration 8Q: 3 clusters Score -88801.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -88853.265625 Penalty: 2263.343994
	Iteration 9Q: 3 clusters Score -88853.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -88893.140625 Penalty: 2263.343994
	Iteration 10Q: 3 clusters Score -88893.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -88916.062500 Penalty: 2263.343994
	Iteration 11Q: 3 clusters Score -88916.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -88931.257812 Penalty: 2263.343994
	Iteration 12Q: 3 clusters Score -88931.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -88950.867188 Penalty: 2263.343994
	Iteration 13Q: 3 clusters Score -88950.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -88978.562500 Penalty: 2263.343994
	Iteration 14Q: 3 clusters Score -88978.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -89029.687500 Penalty: 2263.343994
	Iteration 15Q: 3 clusters Score -89029.69 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -89114.656250 Penalty: 2263.343994
	Iteration 16Q: 3 clusters Score -89114.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -89192.437500 Penalty: 2263.343994
	Iteration 17Q: 3 clusters Score -89192.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -89241.390625 Penalty: 2263.343994
	Iteration 18Q: 3 clusters Score -89241.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -89269.460938 Penalty: 2263.343994
	Iteration 19Q: 3 clusters Score -89269.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -89288.828125 Penalty: 2263.343994
	Iteration 20F: 3 clusters Score -89288.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -89300.054688 Penalty: 2263.343994
	Iteration 21Q: 3 clusters Score -89300.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -89306.468750 Penalty: 2263.343994
	Iteration 22Q: 3 clusters Score -89306.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -89311.273438 Penalty: 2263.343994
	Iteration 23Q: 3 clusters Score -89311.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -89313.546875 Penalty: 2263.343994
	Iteration 24Q: 3 clusters Score -89313.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -89316.164062 Penalty: 2263.343994
	Iteration 25Q: 3 clusters Score -89316.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -89318.703125 Penalty: 2263.343994
	Iteration 26Q: 3 clusters Score -89318.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -89319.515625 Penalty: 2263.343994
	Iteration 27Q: 3 clusters Score -89319.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -89319.515625 Penalty: 2263.343994
	Iteration 28F: 3 clusters Score -89319.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Entering Unmasked Estep 
Score: -143618.015625 Penalty: 1209.500244
	Iteration 0F: 2 clusters Score -143618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -141751.234375 Penalty: 2419.000488
	Iteration 0F: 3 clusters Score -141751.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -142096.390625 Penalty: 2419.000488
	Iteration 1F: 3 clusters Score -142096.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -142220.906250 Penalty: 2419.000488
	Iteration 2F: 3 clusters Score -142220.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -142314.890625 Penalty: 2419.000488
	Iteration 3F: 3 clusters Score -142314.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -142369.937500 Penalty: 2419.000488
	Iteration 4Q: 3 clusters Score -142369.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -142407.328125 Penalty: 2419.000488
	Iteration 5Q: 3 clusters Score -142407.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -142432.359375 Penalty: 2419.000488
	Iteration 6Q: 3 clusters Score -142432.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -142452.968750 Penalty: 2419.000488
	Iteration 7Q: 3 clusters Score -142453 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -142476.000000 Penalty: 2419.000488
	Iteration 8Q: 3 clusters Score -142476 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -142504.687500 Penalty: 2419.000488
	Iteration 9Q: 3 clusters Score -142504.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -142534.875000 Penalty: 2419.000488
	Iteration 10Q: 3 clusters Score -142534.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -142571.656250 Penalty: 2419.000488
	Iteration 11Q: 3 clusters Score -142571.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -142599.218750 Penalty: 2419.000488
	Iteration 12Q: 3 clusters Score -142599.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -142630.562500 Penalty: 2419.000488
	Iteration 13Q: 3 clusters Score -142630.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -142663.453125 Penalty: 2419.000488
	Iteration 14Q: 3 clusters Score -142663.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -142697.718750 Penalty: 2419.000488
	Iteration 15Q: 3 clusters Score -142697.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -142736.484375 Penalty: 2419.000488
	Iteration 16Q: 3 clusters Score -142736.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -142769.750000 Penalty: 2419.000488
	Iteration 17Q: 3 clusters Score -142769.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -142790.453125 Penalty: 2419.000488
	Iteration 18Q: 3 clusters Score -142790.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -142803.234375 Penalty: 2419.000488
	Iteration 19Q: 3 clusters Score -142803.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -142813.390625 Penalty: 2419.000488
	Iteration 20F: 3 clusters Score -142813.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -142824.328125 Penalty: 2419.000488
	Iteration 21Q: 3 clusters Score -142824.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -142834.484375 Penalty: 2419.000488
	Iteration 22Q: 3 clusters Score -142834.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -142845.640625 Penalty: 2419.000488
	Iteration 23Q: 3 clusters Score -142845.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -142858.640625 Penalty: 2419.000488
	Iteration 24Q: 3 clusters Score -142858.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -142867.203125 Penalty: 2419.000488
	Iteration 25Q: 3 clusters Score -142867.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -142871.281250 Penalty: 2419.000488
	Iteration 26Q: 3 clusters Score -142871.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -142872.640625 Penalty: 2419.000488
	Iteration 27Q: 3 clusters Score -142872.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -142872.640625 Penalty: 2419.000488
	Iteration 28F: 3 clusters Score -142872.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (7772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Entering Unmasked Estep 
Score: -685270.375000 Penalty: 1455.720947
	Iteration 0F: 2 clusters Score -685270.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -679569.750000 Penalty: 2911.441895
	Iteration 0F: 3 clusters Score -679569.8 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -681326.312500 Penalty: 2911.441895
	Iteration 1F: 3 clusters Score -681326.3 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -681605.875000 Penalty: 2911.441895
	Iteration 2F: 3 clusters Score -681605.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -681845.312500 Penalty: 2911.441895
	Iteration 3F: 3 clusters Score -681845.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -682055.000000 Penalty: 2911.441895
	Iteration 4F: 3 clusters Score -682055 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -682230.687500 Penalty: 2911.441895
	Iteration 5Q: 3 clusters Score -682230.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -682391.312500 Penalty: 2911.441895
	Iteration 6Q: 3 clusters Score -682391.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -682545.062500 Penalty: 2911.441895
	Iteration 7Q: 3 clusters Score -682545.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -682702.062500 Penalty: 2911.441895
	Iteration 8Q: 3 clusters Score -682702.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -682849.312500 Penalty: 2911.441895
	Iteration 9Q: 3 clusters Score -682849.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -682954.625000 Penalty: 2911.441895
	Iteration 10Q: 3 clusters Score -682954.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -683023.000000 Penalty: 2911.441895
	Iteration 11Q: 3 clusters Score -683023 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -683085.625000 Penalty: 2911.441895
	Iteration 12Q: 3 clusters Score -683085.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -683134.562500 Penalty: 2911.441895
	Iteration 13Q: 3 clusters Score -683134.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -683169.312500 Penalty: 2911.441895
	Iteration 14Q: 3 clusters Score -683169.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -683195.750000 Penalty: 2911.441895
	Iteration 15Q: 3 clusters Score -683195.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -683217.812500 Penalty: 2911.441895
	Iteration 16Q: 3 clusters Score -683217.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -683234.687500 Penalty: 2911.441895
	Iteration 17Q: 3 clusters Score -683234.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -683254.062500 Penalty: 2911.441895
	Iteration 18Q: 3 clusters Score -683254.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -683270.312500 Penalty: 2911.441895
	Iteration 19Q: 3 clusters Score -683270.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -683285.875000 Penalty: 2911.441895
	Iteration 20F: 3 clusters Score -683285.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -683298.000000 Penalty: 2911.441895
	Iteration 21Q: 3 clusters Score -683298 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -683313.937500 Penalty: 2911.441895
	Iteration 22Q: 3 clusters Score -683313.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -683326.000000 Penalty: 2911.441895
	Iteration 23Q: 3 clusters Score -683326 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -683341.687500 Penalty: 2911.441895
	Iteration 24Q: 3 clusters Score -683341.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -683359.500000 Penalty: 2911.441895
	Iteration 25Q: 3 clusters Score -683359.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -683378.812500 Penalty: 2911.441895
	Iteration 26Q: 3 clusters Score -683378.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -683401.875000 Penalty: 2911.441895
	Iteration 27Q: 3 clusters Score -683401.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -683421.000000 Penalty: 2911.441895
	Iteration 28Q: 3 clusters Score -683421 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -683439.125000 Penalty: 2911.441895
	Iteration 29Q: 3 clusters Score -683439.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -683456.250000 Penalty: 2911.441895
	Iteration 30Q: 3 clusters Score -683456.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -683475.562500 Penalty: 2911.441895
	Iteration 31Q: 3 clusters Score -683475.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -683496.625000 Penalty: 2911.441895
	Iteration 32Q: 3 clusters Score -683496.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -683518.562500 Penalty: 2911.441895
	Iteration 33Q: 3 clusters Score -683518.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -683541.812500 Penalty: 2911.441895
	Iteration 34Q: 3 clusters Score -683541.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -683565.312500 Penalty: 2911.441895
	Iteration 35Q: 3 clusters Score -683565.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -683591.375000 Penalty: 2911.441895
	Iteration 36Q: 3 clusters Score -683591.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -683608.500000 Penalty: 2911.441895
	Iteration 37Q: 3 clusters Score -683608.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -683629.250000 Penalty: 2911.441895
	Iteration 38Q: 3 clusters Score -683629.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -683651.875000 Penalty: 2911.441895
	Iteration 39Q: 3 clusters Score -683651.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -683676.375000 Penalty: 2911.441895
	Iteration 40F: 3 clusters Score -683676.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -683700.187500 Penalty: 2911.441895
	Iteration 41Q: 3 clusters Score -683700.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -683732.875000 Penalty: 2911.441895
	Iteration 42Q: 3 clusters Score -683732.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -683771.875000 Penalty: 2911.441895
	Iteration 43Q: 3 clusters Score -683771.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -683804.187500 Penalty: 2911.441895
	Iteration 44Q: 3 clusters Score -683804.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -683834.000000 Penalty: 2911.441895
	Iteration 45Q: 3 clusters Score -683834 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -683864.312500 Penalty: 2911.441895
	Iteration 46Q: 3 clusters Score -683864.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -683895.187500 Penalty: 2911.441895
	Iteration 47Q: 3 clusters Score -683895.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -683927.437500 Penalty: 2911.441895
	Iteration 48Q: 3 clusters Score -683927.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -683953.875000 Penalty: 2911.441895
	Iteration 49Q: 3 clusters Score -683953.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -683972.812500 Penalty: 2911.441895
	Iteration 50Q: 3 clusters Score -683972.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -683991.750000 Penalty: 2911.441895
	Iteration 51Q: 3 clusters Score -683991.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -684013.750000 Penalty: 2911.441895
	Iteration 52Q: 3 clusters Score -684013.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -684029.312500 Penalty: 2911.441895
	Iteration 53Q: 3 clusters Score -684029.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -684043.187500 Penalty: 2911.441895
	Iteration 54Q: 3 clusters Score -684043.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -684058.250000 Penalty: 2911.441895
	Iteration 55Q: 3 clusters Score -684058.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -684067.375000 Penalty: 2911.441895
	Iteration 56Q: 3 clusters Score -684067.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -684074.187500 Penalty: 2911.441895
	Iteration 57Q: 3 clusters Score -684074.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -684080.375000 Penalty: 2911.441895
	Iteration 58Q: 3 clusters Score -684080.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -684086.562500 Penalty: 2911.441895
	Iteration 59Q: 3 clusters Score -684086.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -684090.687500 Penalty: 2911.441895
	Iteration 60F: 3 clusters Score -684090.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -684095.687500 Penalty: 2911.441895
	Iteration 61Q: 3 clusters Score -684095.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -684105.000000 Penalty: 2911.441895
	Iteration 62Q: 3 clusters Score -684105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -684113.750000 Penalty: 2911.441895
	Iteration 63Q: 3 clusters Score -684113.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -684126.000000 Penalty: 2911.441895
	Iteration 64Q: 3 clusters Score -684126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -684134.687500 Penalty: 2911.441895
	Iteration 65Q: 3 clusters Score -684134.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -684149.312500 Penalty: 2911.441895
	Iteration 66Q: 3 clusters Score -684149.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -684159.875000 Penalty: 2911.441895
	Iteration 67Q: 3 clusters Score -684159.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -684178.812500 Penalty: 2911.441895
	Iteration 68Q: 3 clusters Score -684178.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -684203.312500 Penalty: 2911.441895
	Iteration 69Q: 3 clusters Score -684203.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -684218.187500 Penalty: 2911.441895
	Iteration 70Q: 3 clusters Score -684218.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -684231.250000 Penalty: 2911.441895
	Iteration 71Q: 3 clusters Score -684231.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -684253.562500 Penalty: 2911.441895
	Iteration 72Q: 3 clusters Score -684253.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -684269.125000 Penalty: 2911.441895
	Iteration 73Q: 3 clusters Score -684269.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -684304.312500 Penalty: 2911.441895
	Iteration 74Q: 3 clusters Score -684304.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -684326.562500 Penalty: 2911.441895
	Iteration 75Q: 3 clusters Score -684326.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -684342.812500 Penalty: 2911.441895
	Iteration 76Q: 3 clusters Score -684342.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -684355.375000 Penalty: 2911.441895
	Iteration 77Q: 3 clusters Score -684355.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -684365.375000 Penalty: 2911.441895
	Iteration 78Q: 3 clusters Score -684365.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -684378.312500 Penalty: 2911.441895
	Iteration 79Q: 3 clusters Score -684378.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -684392.937500 Penalty: 2911.441895
	Iteration 80F: 3 clusters Score -684392.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -684417.000000 Penalty: 2911.441895
	Iteration 81Q: 3 clusters Score -684417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -684442.000000 Penalty: 2911.441895
	Iteration 82Q: 3 clusters Score -684442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -684468.187500 Penalty: 2911.441895
	Iteration 83Q: 3 clusters Score -684468.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -684494.687500 Penalty: 2911.441895
	Iteration 84Q: 3 clusters Score -684494.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -684513.187500 Penalty: 2911.441895
	Iteration 85Q: 3 clusters Score -684513.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -684526.125000 Penalty: 2911.441895
	Iteration 86Q: 3 clusters Score -684526.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -684543.125000 Penalty: 2911.441895
	Iteration 87Q: 3 clusters Score -684543.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -684566.562500 Penalty: 2911.441895
	Iteration 88Q: 3 clusters Score -684566.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -684593.250000 Penalty: 2911.441895
	Iteration 89Q: 3 clusters Score -684593.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -684614.000000 Penalty: 2911.441895
	Iteration 90Q: 3 clusters Score -684614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -684623.312500 Penalty: 2911.441895
	Iteration 91Q: 3 clusters Score -684623.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -684632.937500 Penalty: 2911.441895
	Iteration 92Q: 3 clusters Score -684632.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -684639.937500 Penalty: 2911.441895
	Iteration 93Q: 3 clusters Score -684639.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -684644.937500 Penalty: 2911.441895
	Iteration 94Q: 3 clusters Score -684644.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -684649.562500 Penalty: 2911.441895
	Iteration 95Q: 3 clusters Score -684649.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -684652.312500 Penalty: 2911.441895
	Iteration 96Q: 3 clusters Score -684652.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -684658.875000 Penalty: 2911.441895
	Iteration 97Q: 3 clusters Score -684658.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -684666.937500 Penalty: 2911.441895
	Iteration 98Q: 3 clusters Score -684666.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -684673.812500 Penalty: 2911.441895
	Iteration 99Q: 3 clusters Score -684673.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -684680.312500 Penalty: 2911.441895
	Iteration 100F: 3 clusters Score -684680.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -684684.500000 Penalty: 2911.441895
	Iteration 101Q: 3 clusters Score -684684.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -684689.812500 Penalty: 2911.441895
	Iteration 102Q: 3 clusters Score -684689.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -684700.812500 Penalty: 2911.441895
	Iteration 103Q: 3 clusters Score -684700.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -684704.250000 Penalty: 2911.441895
	Iteration 104Q: 3 clusters Score -684704.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -684710.750000 Penalty: 2911.441895
	Iteration 105Q: 3 clusters Score -684710.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -684712.062500 Penalty: 2911.441895
	Iteration 106Q: 3 clusters Score -684712.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -684714.375000 Penalty: 2911.441895
	Iteration 107Q: 3 clusters Score -684714.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -684715.562500 Penalty: 2911.441895
	Iteration 108Q: 3 clusters Score -684715.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -684715.250000 Penalty: 2911.441895
	Iteration 109Q: 3 clusters Score -684715.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -684715.812500 Penalty: 2911.441895
	Iteration 110Q: 3 clusters Score -684715.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -684716.687500 Penalty: 2911.441895
	Iteration 111Q: 3 clusters Score -684716.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -684716.625000 Penalty: 2911.441895
	Iteration 112Q: 3 clusters Score -684716.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -684716.812500 Penalty: 2911.441895
	Iteration 113Q: 3 clusters Score -684716.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -684716.812500 Penalty: 2911.441895
	Iteration 114F: 3 clusters Score -684716.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -464046.781250 Penalty: 1390.292114
	Iteration 0F: 2 clusters Score -464046.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -459960.156250 Penalty: 2780.584229
	Iteration 0F: 3 clusters Score -459960.2 nChanged 2109
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: -461192.093750 Penalty: 2780.584229
	Iteration 1F: 3 clusters Score -461192.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -461451.250000 Penalty: 2780.584229
	Iteration 2F: 3 clusters Score -461451.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -461696.468750 Penalty: 2780.584229
	Iteration 3F: 3 clusters Score -461696.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -461905.718750 Penalty: 2780.584229
	Iteration 4F: 3 clusters Score -461905.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -462100.781250 Penalty: 2780.584229
	Iteration 5F: 3 clusters Score -462100.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -462299.750000 Penalty: 2780.584229
	Iteration 6Q: 3 clusters Score -462299.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -462479.906250 Penalty: 2780.584229
	Iteration 7Q: 3 clusters Score -462479.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -462659.531250 Penalty: 2780.584229
	Iteration 8Q: 3 clusters Score -462659.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -462841.156250 Penalty: 2780.584229
	Iteration 9Q: 3 clusters Score -462841.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -463016.437500 Penalty: 2780.584229
	Iteration 10Q: 3 clusters Score -463016.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -463114.187500 Penalty: 2780.584229
	Iteration 11Q: 3 clusters Score -463114.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -463179.593750 Penalty: 2780.584229
	Iteration 12Q: 3 clusters Score -463179.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -463219.687500 Penalty: 2780.584229
	Iteration 13Q: 3 clusters Score -463219.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -463245.000000 Penalty: 2780.584229
	Iteration 14Q: 3 clusters Score -463245 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -463265.156250 Penalty: 2780.584229
	Iteration 15Q: 3 clusters Score -463265.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -463279.750000 Penalty: 2780.584229
	Iteration 16Q: 3 clusters Score -463279.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -463286.781250 Penalty: 2780.584229
	Iteration 17Q: 3 clusters Score -463286.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -463293.406250 Penalty: 2780.584229
	Iteration 18Q: 3 clusters Score -463293.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -463298.562500 Penalty: 2780.584229
	Iteration 19Q: 3 clusters Score -463298.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -463299.906250 Penalty: 2780.584229
	Iteration 20F: 3 clusters Score -463299.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -463301.718750 Penalty: 2780.584229
	Iteration 21Q: 3 clusters Score -463301.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -463302.250000 Penalty: 2780.584229
	Iteration 22Q: 3 clusters Score -463302.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -463304.718750 Penalty: 2780.584229
	Iteration 23Q: 3 clusters Score -463304.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -463308.406250 Penalty: 2780.584229
	Iteration 24Q: 3 clusters Score -463308.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -463311.031250 Penalty: 2780.584229
	Iteration 25Q: 3 clusters Score -463311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -463313.500000 Penalty: 2780.584229
	Iteration 26Q: 3 clusters Score -463313.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -463316.281250 Penalty: 2780.584229
	Iteration 27Q: 3 clusters Score -463316.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -463317.343750 Penalty: 2780.584229
	Iteration 28Q: 3 clusters Score -463317.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -463317.343750 Penalty: 2780.584229
	Iteration 29F: 3 clusters Score -463317.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Entering Unmasked Estep 
Score: -248680.359375 Penalty: 1289.881348
	Iteration 0F: 2 clusters Score -248680.4 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 1373 members 
Entering Unmasked Estep 
Score: -246102.984375 Penalty: 2579.762695
	Iteration 0F: 3 clusters Score -246103 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -246662.234375 Penalty: 2579.762695
	Iteration 1F: 3 clusters Score -246662.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -246774.062500 Penalty: 2579.762695
	Iteration 2F: 3 clusters Score -246774.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -246833.843750 Penalty: 2579.762695
	Iteration 3Q: 3 clusters Score -246833.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -246873.890625 Penalty: 2579.762695
	Iteration 4Q: 3 clusters Score -246873.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -246906.843750 Penalty: 2579.762695
	Iteration 5Q: 3 clusters Score -246906.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -246931.890625 Penalty: 2579.762695
	Iteration 6Q: 3 clusters Score -246931.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -246953.921875 Penalty: 2579.762695
	Iteration 7Q: 3 clusters Score -246953.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -246974.531250 Penalty: 2579.762695
	Iteration 8Q: 3 clusters Score -246974.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -246990.937500 Penalty: 2579.762695
	Iteration 9Q: 3 clusters Score -246990.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -247003.312500 Penalty: 2579.762695
	Iteration 10Q: 3 clusters Score -247003.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -247017.312500 Penalty: 2579.762695
	Iteration 11Q: 3 clusters Score -247017.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -247029.968750 Penalty: 2579.762695
	Iteration 12Q: 3 clusters Score -247030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -247039.343750 Penalty: 2579.762695
	Iteration 13Q: 3 clusters Score -247039.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -247049.468750 Penalty: 2579.762695
	Iteration 14Q: 3 clusters Score -247049.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -247058.734375 Penalty: 2579.762695
	Iteration 15Q: 3 clusters Score -247058.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -247067.218750 Penalty: 2579.762695
	Iteration 16Q: 3 clusters Score -247067.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -247075.734375 Penalty: 2579.762695
	Iteration 17Q: 3 clusters Score -247075.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -247090.093750 Penalty: 2579.762695
	Iteration 18Q: 3 clusters Score -247090.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -247100.390625 Penalty: 2579.762695
	Iteration 19Q: 3 clusters Score -247100.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -247107.671875 Penalty: 2579.762695
	Iteration 20F: 3 clusters Score -247107.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -247111.937500 Penalty: 2579.762695
	Iteration 21Q: 3 clusters Score -247111.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -247116.828125 Penalty: 2579.762695
	Iteration 22Q: 3 clusters Score -247116.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -247123.687500 Penalty: 2579.762695
	Iteration 23Q: 3 clusters Score -247123.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -247131.468750 Penalty: 2579.762695
	Iteration 24Q: 3 clusters Score -247131.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -247137.484375 Penalty: 2579.762695
	Iteration 25Q: 3 clusters Score -247137.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -247144.546875 Penalty: 2579.762695
	Iteration 26Q: 3 clusters Score -247144.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -247153.828125 Penalty: 2579.762695
	Iteration 27Q: 3 clusters Score -247153.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -247162.765625 Penalty: 2579.762695
	Iteration 28Q: 3 clusters Score -247162.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -247173.109375 Penalty: 2579.762695
	Iteration 29Q: 3 clusters Score -247173.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -247191.859375 Penalty: 2579.762695
	Iteration 30Q: 3 clusters Score -247191.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -247208.625000 Penalty: 2579.762695
	Iteration 31Q: 3 clusters Score -247208.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -247221.156250 Penalty: 2579.762695
	Iteration 32Q: 3 clusters Score -247221.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -247235.234375 Penalty: 2579.762695
	Iteration 33Q: 3 clusters Score -247235.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -247254.421875 Penalty: 2579.762695
	Iteration 34Q: 3 clusters Score -247254.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -247273.687500 Penalty: 2579.762695
	Iteration 35Q: 3 clusters Score -247273.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -247292.375000 Penalty: 2579.762695
	Iteration 36Q: 3 clusters Score -247292.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -247316.250000 Penalty: 2579.762695
	Iteration 37Q: 3 clusters Score -247316.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -247342.437500 Penalty: 2579.762695
	Iteration 38Q: 3 clusters Score -247342.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -247374.031250 Penalty: 2579.762695
	Iteration 39Q: 3 clusters Score -247374 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -247417.578125 Penalty: 2579.762695
	Iteration 40F: 3 clusters Score -247417.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -247452.218750 Penalty: 2579.762695
	Iteration 41Q: 3 clusters Score -247452.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -247485.546875 Penalty: 2579.762695
	Iteration 42Q: 3 clusters Score -247485.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -247512.625000 Penalty: 2579.762695
	Iteration 43Q: 3 clusters Score -247512.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -247536.718750 Penalty: 2579.762695
	Iteration 44Q: 3 clusters Score -247536.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -247561.437500 Penalty: 2579.762695
	Iteration 45Q: 3 clusters Score -247561.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -247579.812500 Penalty: 2579.762695
	Iteration 46Q: 3 clusters Score -247579.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -247603.640625 Penalty: 2579.762695
	Iteration 47Q: 3 clusters Score -247603.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -247623.062500 Penalty: 2579.762695
	Iteration 48Q: 3 clusters Score -247623.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -247634.562500 Penalty: 2579.762695
	Iteration 49Q: 3 clusters Score -247634.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -247646.468750 Penalty: 2579.762695
	Iteration 50Q: 3 clusters Score -247646.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -247664.718750 Penalty: 2579.762695
	Iteration 51Q: 3 clusters Score -247664.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -247680.406250 Penalty: 2579.762695
	Iteration 52Q: 3 clusters Score -247680.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -247686.343750 Penalty: 2579.762695
	Iteration 53Q: 3 clusters Score -247686.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -247693.203125 Penalty: 2579.762695
	Iteration 54Q: 3 clusters Score -247693.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -247700.828125 Penalty: 2579.762695
	Iteration 55Q: 3 clusters Score -247700.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -247705.343750 Penalty: 2579.762695
	Iteration 56Q: 3 clusters Score -247705.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -247705.437500 Penalty: 2579.762695
	Iteration 57Q: 3 clusters Score -247705.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -247705.437500 Penalty: 2579.762695
	Iteration 58F: 3 clusters Score -247705.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Entering Unmasked Estep 
Score: -309668.062500 Penalty: 1321.564819
	Iteration 0F: 2 clusters Score -309668.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -306710.906250 Penalty: 2643.129639
	Iteration 0F: 3 clusters Score -306710.9 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -307385.281250 Penalty: 2643.129639
	Iteration 1F: 3 clusters Score -307385.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -307528.187500 Penalty: 2643.129639
	Iteration 2F: 3 clusters Score -307528.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -307617.062500 Penalty: 2643.129639
	Iteration 3F: 3 clusters Score -307617.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -307669.968750 Penalty: 2643.129639
	Iteration 4Q: 3 clusters Score -307670 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -307714.062500 Penalty: 2643.129639
	Iteration 5Q: 3 clusters Score -307714.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -307754.562500 Penalty: 2643.129639
	Iteration 6Q: 3 clusters Score -307754.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -307790.781250 Penalty: 2643.129639
	Iteration 7Q: 3 clusters Score -307790.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -307810.031250 Penalty: 2643.129639
	Iteration 8Q: 3 clusters Score -307810 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -307823.156250 Penalty: 2643.129639
	Iteration 9Q: 3 clusters Score -307823.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -307839.375000 Penalty: 2643.129639
	Iteration 10Q: 3 clusters Score -307839.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -307859.843750 Penalty: 2643.129639
	Iteration 11Q: 3 clusters Score -307859.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -307873.343750 Penalty: 2643.129639
	Iteration 12Q: 3 clusters Score -307873.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -307886.375000 Penalty: 2643.129639
	Iteration 13Q: 3 clusters Score -307886.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -307910.281250 Penalty: 2643.129639
	Iteration 14Q: 3 clusters Score -307910.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -307931.218750 Penalty: 2643.129639
	Iteration 15Q: 3 clusters Score -307931.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -307946.031250 Penalty: 2643.129639
	Iteration 16Q: 3 clusters Score -307946 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -307957.875000 Penalty: 2643.129639
	Iteration 17Q: 3 clusters Score -307957.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -307966.343750 Penalty: 2643.129639
	Iteration 18Q: 3 clusters Score -307966.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -307974.187500 Penalty: 2643.129639
	Iteration 19Q: 3 clusters Score -307974.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -307983.000000 Penalty: 2643.129639
	Iteration 20F: 3 clusters Score -307983 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -307992.406250 Penalty: 2643.129639
	Iteration 21Q: 3 clusters Score -307992.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -308001.593750 Penalty: 2643.129639
	Iteration 22Q: 3 clusters Score -308001.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -308009.187500 Penalty: 2643.129639
	Iteration 23Q: 3 clusters Score -308009.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -308016.875000 Penalty: 2643.129639
	Iteration 24Q: 3 clusters Score -308016.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -308026.437500 Penalty: 2643.129639
	Iteration 25Q: 3 clusters Score -308026.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -308036.062500 Penalty: 2643.129639
	Iteration 26Q: 3 clusters Score -308036.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -308044.843750 Penalty: 2643.129639
	Iteration 27Q: 3 clusters Score -308044.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -308055.687500 Penalty: 2643.129639
	Iteration 28Q: 3 clusters Score -308055.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -308069.156250 Penalty: 2643.129639
	Iteration 29Q: 3 clusters Score -308069.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -308078.125000 Penalty: 2643.129639
	Iteration 30Q: 3 clusters Score -308078.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -308087.625000 Penalty: 2643.129639
	Iteration 31Q: 3 clusters Score -308087.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -308094.781250 Penalty: 2643.129639
	Iteration 32Q: 3 clusters Score -308094.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -308099.593750 Penalty: 2643.129639
	Iteration 33Q: 3 clusters Score -308099.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -308104.312500 Penalty: 2643.129639
	Iteration 34Q: 3 clusters Score -308104.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -308115.000000 Penalty: 2643.129639
	Iteration 35Q: 3 clusters Score -308115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -308122.968750 Penalty: 2643.129639
	Iteration 36Q: 3 clusters Score -308123 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -308130.031250 Penalty: 2643.129639
	Iteration 37Q: 3 clusters Score -308130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -308136.750000 Penalty: 2643.129639
	Iteration 38Q: 3 clusters Score -308136.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -308142.562500 Penalty: 2643.129639
	Iteration 39Q: 3 clusters Score -308142.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -308147.343750 Penalty: 2643.129639
	Iteration 40F: 3 clusters Score -308147.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -308150.343750 Penalty: 2643.129639
	Iteration 41Q: 3 clusters Score -308150.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -308152.531250 Penalty: 2643.129639
	Iteration 42Q: 3 clusters Score -308152.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -308155.906250 Penalty: 2643.129639
	Iteration 43Q: 3 clusters Score -308155.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -308159.656250 Penalty: 2643.129639
	Iteration 44Q: 3 clusters Score -308159.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -308163.937500 Penalty: 2643.129639
	Iteration 45Q: 3 clusters Score -308163.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -308165.718750 Penalty: 2643.129639
	Iteration 46Q: 3 clusters Score -308165.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -308168.968750 Penalty: 2643.129639
	Iteration 47Q: 3 clusters Score -308169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -308172.406250 Penalty: 2643.129639
	Iteration 48Q: 3 clusters Score -308172.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -308177.187500 Penalty: 2643.129639
	Iteration 49Q: 3 clusters Score -308177.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -308180.968750 Penalty: 2643.129639
	Iteration 50Q: 3 clusters Score -308181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -308184.656250 Penalty: 2643.129639
	Iteration 51Q: 3 clusters Score -308184.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -308189.375000 Penalty: 2643.129639
	Iteration 52Q: 3 clusters Score -308189.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -308191.156250 Penalty: 2643.129639
	Iteration 53Q: 3 clusters Score -308191.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -308193.781250 Penalty: 2643.129639
	Iteration 54Q: 3 clusters Score -308193.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -308195.343750 Penalty: 2643.129639
	Iteration 55Q: 3 clusters Score -308195.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -308196.750000 Penalty: 2643.129639
	Iteration 56Q: 3 clusters Score -308196.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -308197.375000 Penalty: 2643.129639
	Iteration 57Q: 3 clusters Score -308197.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -308199.125000 Penalty: 2643.129639
	Iteration 58Q: 3 clusters Score -308199.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -308200.781250 Penalty: 2643.129639
	Iteration 59Q: 3 clusters Score -308200.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -308202.281250 Penalty: 2643.129639
	Iteration 60F: 3 clusters Score -308202.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -308204.187500 Penalty: 2643.129639
	Iteration 61Q: 3 clusters Score -308204.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -308206.656250 Penalty: 2643.129639
	Iteration 62Q: 3 clusters Score -308206.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -308208.937500 Penalty: 2643.129639
	Iteration 63Q: 3 clusters Score -308208.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -308211.781250 Penalty: 2643.129639
	Iteration 64Q: 3 clusters Score -308211.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -308212.125000 Penalty: 2643.129639
	Iteration 65Q: 3 clusters Score -308212.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -308214.250000 Penalty: 2643.129639
	Iteration 66Q: 3 clusters Score -308214.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -308217.656250 Penalty: 2643.129639
	Iteration 67Q: 3 clusters Score -308217.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -308224.250000 Penalty: 2643.129639
	Iteration 68Q: 3 clusters Score -308224.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -308230.562500 Penalty: 2643.129639
	Iteration 69Q: 3 clusters Score -308230.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -308235.500000 Penalty: 2643.129639
	Iteration 70Q: 3 clusters Score -308235.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -308238.968750 Penalty: 2643.129639
	Iteration 71Q: 3 clusters Score -308239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -308241.468750 Penalty: 2643.129639
	Iteration 72Q: 3 clusters Score -308241.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -308242.312500 Penalty: 2643.129639
	Iteration 73Q: 3 clusters Score -308242.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -308242.687500 Penalty: 2643.129639
	Iteration 74Q: 3 clusters Score -308242.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -308242.687500 Penalty: 2643.129639
	Iteration 75F: 3 clusters Score -308242.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (63563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63563 members 
Entering Unmasked Estep 
Score: -5884651.500000 Penalty: 1797.215332
	Iteration 0F: 2 clusters Score -5884652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -5842145.000000 Penalty: 3594.430664
	Iteration 0F: 3 clusters Score -5842145 nChanged 30157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -5859615.000000 Penalty: 3594.430664
	Iteration 1F: 3 clusters Score -5859615 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -5860311.500000 Penalty: 3594.430664
	Iteration 2Q: 3 clusters Score -5860312 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -5861268.000000 Penalty: 3594.430664
	Iteration 3Q: 3 clusters Score -5861268 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -5862815.000000 Penalty: 3594.430664
	Iteration 4Q: 3 clusters Score -5862815 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -5865342.000000 Penalty: 3594.430664
	Iteration 5F: 3 clusters Score -5865342 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -5869001.500000 Penalty: 3594.430664
	Iteration 6F: 3 clusters Score -5869002 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 53308 members 
Entering Unmasked Estep 
Score: -5873578.500000 Penalty: 3594.430664
	Iteration 7F: 3 clusters Score -5873578 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 57589 members 
Entering Unmasked Estep 
Score: -5877652.000000 Penalty: 3594.430664
	Iteration 8F: 3 clusters Score -5877652 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 60416 members 
Entering Unmasked Estep 
Score: -5880340.500000 Penalty: 3594.430664
	Iteration 9Q: 3 clusters Score -5880340 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 61997 members 
Entering Unmasked Estep 
Score: -5881820.000000 Penalty: 3594.430664
	Iteration 10Q: 3 clusters Score -5881820 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 62791 members 
Entering Unmasked Estep 
Score: -5882503.000000 Penalty: 3594.430664
	Iteration 11Q: 3 clusters Score -5882503 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 63110 members 
Entering Unmasked Estep 
Score: -5882762.500000 Penalty: 3594.430664
	Iteration 12Q: 3 clusters Score -5882762 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 63246 members 
Entering Unmasked Estep 
Score: -5882885.000000 Penalty: 3594.430664
	Iteration 13Q: 3 clusters Score -5882885 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 63308 members 
Entering Unmasked Estep 
Score: -5882957.000000 Penalty: 3594.430664
	Iteration 14Q: 3 clusters Score -5882957 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 63336 members 
Entering Unmasked Estep 
Score: -5882993.000000 Penalty: 3594.430664
	Iteration 15Q: 3 clusters Score -5882993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 63347 members 
Entering Unmasked Estep 
Score: -5883009.500000 Penalty: 3594.430664
	Iteration 16Q: 3 clusters Score -5883010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 63352 members 
Entering Unmasked Estep 
Score: -5883020.500000 Penalty: 3594.430664
	Iteration 17Q: 3 clusters Score -5883020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 63354 members 
Entering Unmasked Estep 
Score: -5883026.000000 Penalty: 3594.430664
	Iteration 18Q: 3 clusters Score -5883026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 63355 members 
Entering Unmasked Estep 
Score: -5883023.500000 Penalty: 3594.430664
	Iteration 19Q: 3 clusters Score -5883024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 63357 members 
Entering Unmasked Estep 
Score: -5883025.500000 Penalty: 3594.430664
	Iteration 20F: 3 clusters Score -5883026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 63358 members 
Entering Unmasked Estep 
Score: -5883026.000000 Penalty: 3594.430664
	Iteration 21Q: 3 clusters Score -5883026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 63360 members 
Entering Unmasked Estep 
Score: -5883026.000000 Penalty: 3594.430664
	Iteration 22Q: 3 clusters Score -5883026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 63362 members 
Entering Unmasked Estep 
Score: -5883033.500000 Penalty: 3594.430664
	Iteration 23Q: 3 clusters Score -5883034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 63366 members 
Entering Unmasked Estep 
Score: -5883048.500000 Penalty: 3594.430664
	Iteration 24Q: 3 clusters Score -5883048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 63367 members 
Entering Unmasked Estep 
Score: -5883047.500000 Penalty: 3594.430664
	Iteration 25Q: 3 clusters Score -5883048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 63367 members 
Entering Unmasked Estep 
Score: -5883047.500000 Penalty: 3594.430664
	Iteration 26F: 3 clusters Score -5883048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Entering Unmasked Estep 
Score: -718185.875000 Penalty: 1474.851440
	Iteration 0F: 2 clusters Score -718185.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -711835.687500 Penalty: 2949.702881
	Iteration 0F: 3 clusters Score -711835.7 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -714045.437500 Penalty: 2949.702881
	Iteration 1F: 3 clusters Score -714045.4 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -714556.500000 Penalty: 2949.702881
	Iteration 2F: 3 clusters Score -714556.5 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -715052.937500 Penalty: 2949.702881
	Iteration 3F: 3 clusters Score -715052.9 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -715511.625000 Penalty: 2949.702881
	Iteration 4F: 3 clusters Score -715511.6 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -715901.625000 Penalty: 2949.702881
	Iteration 5F: 3 clusters Score -715901.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -716242.312500 Penalty: 2949.702881
	Iteration 6F: 3 clusters Score -716242.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -716534.000000 Penalty: 2949.702881
	Iteration 7Q: 3 clusters Score -716534 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -716763.125000 Penalty: 2949.702881
	Iteration 8Q: 3 clusters Score -716763.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -716899.187500 Penalty: 2949.702881
	Iteration 9Q: 3 clusters Score -716899.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -716981.625000 Penalty: 2949.702881
	Iteration 10Q: 3 clusters Score -716981.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -717034.687500 Penalty: 2949.702881
	Iteration 11Q: 3 clusters Score -717034.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -717068.000000 Penalty: 2949.702881
	Iteration 12Q: 3 clusters Score -717068 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -717095.437500 Penalty: 2949.702881
	Iteration 13Q: 3 clusters Score -717095.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -717121.937500 Penalty: 2949.702881
	Iteration 14Q: 3 clusters Score -717121.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -717136.062500 Penalty: 2949.702881
	Iteration 15Q: 3 clusters Score -717136.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -717147.375000 Penalty: 2949.702881
	Iteration 16Q: 3 clusters Score -717147.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -717159.875000 Penalty: 2949.702881
	Iteration 17Q: 3 clusters Score -717159.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -717166.312500 Penalty: 2949.702881
	Iteration 18Q: 3 clusters Score -717166.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -717175.000000 Penalty: 2949.702881
	Iteration 19Q: 3 clusters Score -717175 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -717182.625000 Penalty: 2949.702881
	Iteration 20F: 3 clusters Score -717182.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -717185.625000 Penalty: 2949.702881
	Iteration 21Q: 3 clusters Score -717185.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -717191.812500 Penalty: 2949.702881
	Iteration 22Q: 3 clusters Score -717191.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -717198.875000 Penalty: 2949.702881
	Iteration 23Q: 3 clusters Score -717198.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -717202.562500 Penalty: 2949.702881
	Iteration 24Q: 3 clusters Score -717202.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -717207.125000 Penalty: 2949.702881
	Iteration 25Q: 3 clusters Score -717207.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -717210.312500 Penalty: 2949.702881
	Iteration 26Q: 3 clusters Score -717210.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -717210.312500 Penalty: 2949.702881
	Iteration 27Q: 3 clusters Score -717210.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -717211.750000 Penalty: 2949.702881
	Iteration 28Q: 3 clusters Score -717211.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -717213.437500 Penalty: 2949.702881
	Iteration 29Q: 3 clusters Score -717213.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -717214.687500 Penalty: 2949.702881
	Iteration 30Q: 3 clusters Score -717214.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -717217.625000 Penalty: 2949.702881
	Iteration 31Q: 3 clusters Score -717217.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -717217.312500 Penalty: 2949.702881
	Iteration 32Q: 3 clusters Score -717217.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -717218.625000 Penalty: 2949.702881
	Iteration 33Q: 3 clusters Score -717218.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -717220.000000 Penalty: 2949.702881
	Iteration 34Q: 3 clusters Score -717220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -717220.875000 Penalty: 2949.702881
	Iteration 35Q: 3 clusters Score -717220.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -717220.937500 Penalty: 2949.702881
	Iteration 36Q: 3 clusters Score -717220.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -717220.875000 Penalty: 2949.702881
	Iteration 37Q: 3 clusters Score -717220.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -717221.750000 Penalty: 2949.702881
	Iteration 38Q: 3 clusters Score -717221.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -717221.062500 Penalty: 2949.702881
	Iteration 39Q: 3 clusters Score -717221.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -717221.437500 Penalty: 2949.702881
	Iteration 40F: 3 clusters Score -717221.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -717221.375000 Penalty: 2949.702881
	Iteration 41Q: 3 clusters Score -717221.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -717220.562500 Penalty: 2949.702881
	Iteration 42Q: 3 clusters Score -717220.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -717221.625000 Penalty: 2949.702881
	Iteration 43Q: 3 clusters Score -717221.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -717222.062500 Penalty: 2949.702881
	Iteration 44Q: 3 clusters Score -717222.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -717220.687500 Penalty: 2949.702881
	Iteration 45Q: 3 clusters Score -717220.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -717220.625000 Penalty: 2949.702881
	Iteration 46Q: 3 clusters Score -717220.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -717222.812500 Penalty: 2949.702881
	Iteration 47Q: 3 clusters Score -717222.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -717222.812500 Penalty: 2949.702881
	Iteration 48F: 3 clusters Score -717222.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -57882.585938 Penalty: 1054.989014
	Iteration 0F: 2 clusters Score -57882.59 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 327 members 
Entering Unmasked Estep 
Score: -56672.375000 Penalty: 2109.978027
	Iteration 0F: 3 clusters Score -56672.38 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -56841.507812 Penalty: 2109.978027
	Iteration 1F: 3 clusters Score -56841.51 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -56885.230469 Penalty: 2109.978027
	Iteration 2F: 3 clusters Score -56885.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -56905.953125 Penalty: 2109.978027
	Iteration 3Q: 3 clusters Score -56905.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -56924.976562 Penalty: 2109.978027
	Iteration 4Q: 3 clusters Score -56924.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -56933.410156 Penalty: 2109.978027
	Iteration 5Q: 3 clusters Score -56933.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -56935.601562 Penalty: 2109.978027
	Iteration 6Q: 3 clusters Score -56935.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -56937.609375 Penalty: 2109.978027
	Iteration 7Q: 3 clusters Score -56937.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -56937.609375 Penalty: 2109.978027
	Iteration 8F: 3 clusters Score -56937.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -179972.718750 Penalty: 1239.000610
	Iteration 0F: 2 clusters Score -179972.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -177857.000000 Penalty: 2478.001221
	Iteration 0F: 3 clusters Score -177857 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -178268.890625 Penalty: 2478.001221
	Iteration 1F: 3 clusters Score -178268.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -178406.312500 Penalty: 2478.001221
	Iteration 2F: 3 clusters Score -178406.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -178489.218750 Penalty: 2478.001221
	Iteration 3F: 3 clusters Score -178489.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -178542.453125 Penalty: 2478.001221
	Iteration 4Q: 3 clusters Score -178542.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -178598.625000 Penalty: 2478.001221
	Iteration 5Q: 3 clusters Score -178598.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -178634.875000 Penalty: 2478.001221
	Iteration 6Q: 3 clusters Score -178634.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -178672.484375 Penalty: 2478.001221
	Iteration 7Q: 3 clusters Score -178672.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -178702.625000 Penalty: 2478.001221
	Iteration 8Q: 3 clusters Score -178702.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -178720.734375 Penalty: 2478.001221
	Iteration 9Q: 3 clusters Score -178720.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -178736.609375 Penalty: 2478.001221
	Iteration 10Q: 3 clusters Score -178736.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -178751.312500 Penalty: 2478.001221
	Iteration 11Q: 3 clusters Score -178751.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -178764.015625 Penalty: 2478.001221
	Iteration 12Q: 3 clusters Score -178764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -178774.687500 Penalty: 2478.001221
	Iteration 13Q: 3 clusters Score -178774.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -178785.484375 Penalty: 2478.001221
	Iteration 14Q: 3 clusters Score -178785.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -178793.375000 Penalty: 2478.001221
	Iteration 15Q: 3 clusters Score -178793.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -178799.812500 Penalty: 2478.001221
	Iteration 16Q: 3 clusters Score -178799.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -178805.921875 Penalty: 2478.001221
	Iteration 17Q: 3 clusters Score -178805.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -178807.484375 Penalty: 2478.001221
	Iteration 18Q: 3 clusters Score -178807.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -178809.031250 Penalty: 2478.001221
	Iteration 19Q: 3 clusters Score -178809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -178810.203125 Penalty: 2478.001221
	Iteration 20F: 3 clusters Score -178810.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -178810.578125 Penalty: 2478.001221
	Iteration 21Q: 3 clusters Score -178810.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -178810.687500 Penalty: 2478.001221
	Iteration 22Q: 3 clusters Score -178810.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -178810.687500 Penalty: 2478.001221
	Iteration 23F: 3 clusters Score -178810.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Entering Unmasked Estep 
Score: -353484.093750 Penalty: 1347.050171
	Iteration 0F: 2 clusters Score -353484.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -350122.500000 Penalty: 2694.100342
	Iteration 0F: 3 clusters Score -350122.5 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -351030.343750 Penalty: 2694.100342
	Iteration 1F: 3 clusters Score -351030.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -351233.468750 Penalty: 2694.100342
	Iteration 2F: 3 clusters Score -351233.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -351408.812500 Penalty: 2694.100342
	Iteration 3F: 3 clusters Score -351408.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -351559.656250 Penalty: 2694.100342
	Iteration 4F: 3 clusters Score -351559.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -351688.281250 Penalty: 2694.100342
	Iteration 5Q: 3 clusters Score -351688.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -351815.062500 Penalty: 2694.100342
	Iteration 6Q: 3 clusters Score -351815.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -351922.500000 Penalty: 2694.100342
	Iteration 7Q: 3 clusters Score -351922.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -352028.593750 Penalty: 2694.100342
	Iteration 8Q: 3 clusters Score -352028.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -352100.406250 Penalty: 2694.100342
	Iteration 9Q: 3 clusters Score -352100.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -352166.125000 Penalty: 2694.100342
	Iteration 10Q: 3 clusters Score -352166.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -352236.218750 Penalty: 2694.100342
	Iteration 11Q: 3 clusters Score -352236.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -352300.000000 Penalty: 2694.100342
	Iteration 12Q: 3 clusters Score -352300 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -352367.031250 Penalty: 2694.100342
	Iteration 13Q: 3 clusters Score -352367 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -352423.312500 Penalty: 2694.100342
	Iteration 14Q: 3 clusters Score -352423.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -352465.312500 Penalty: 2694.100342
	Iteration 15Q: 3 clusters Score -352465.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -352496.500000 Penalty: 2694.100342
	Iteration 16Q: 3 clusters Score -352496.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -352521.843750 Penalty: 2694.100342
	Iteration 17Q: 3 clusters Score -352521.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -352545.156250 Penalty: 2694.100342
	Iteration 18Q: 3 clusters Score -352545.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -352567.093750 Penalty: 2694.100342
	Iteration 19Q: 3 clusters Score -352567.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -352590.750000 Penalty: 2694.100342
	Iteration 20F: 3 clusters Score -352590.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -352608.625000 Penalty: 2694.100342
	Iteration 21Q: 3 clusters Score -352608.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -352625.250000 Penalty: 2694.100342
	Iteration 22Q: 3 clusters Score -352625.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -352647.406250 Penalty: 2694.100342
	Iteration 23Q: 3 clusters Score -352647.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -352667.437500 Penalty: 2694.100342
	Iteration 24Q: 3 clusters Score -352667.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -352690.437500 Penalty: 2694.100342
	Iteration 25Q: 3 clusters Score -352690.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -352713.718750 Penalty: 2694.100342
	Iteration 26Q: 3 clusters Score -352713.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -352753.531250 Penalty: 2694.100342
	Iteration 27Q: 3 clusters Score -352753.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -352805.875000 Penalty: 2694.100342
	Iteration 28Q: 3 clusters Score -352805.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -352856.562500 Penalty: 2694.100342
	Iteration 29Q: 3 clusters Score -352856.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -352886.406250 Penalty: 2694.100342
	Iteration 30Q: 3 clusters Score -352886.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -352900.343750 Penalty: 2694.100342
	Iteration 31Q: 3 clusters Score -352900.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -352909.031250 Penalty: 2694.100342
	Iteration 32Q: 3 clusters Score -352909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -352913.093750 Penalty: 2694.100342
	Iteration 33Q: 3 clusters Score -352913.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -352917.125000 Penalty: 2694.100342
	Iteration 34Q: 3 clusters Score -352917.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -352921.625000 Penalty: 2694.100342
	Iteration 35Q: 3 clusters Score -352921.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -352926.843750 Penalty: 2694.100342
	Iteration 36Q: 3 clusters Score -352926.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -352931.281250 Penalty: 2694.100342
	Iteration 37Q: 3 clusters Score -352931.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -352932.531250 Penalty: 2694.100342
	Iteration 38Q: 3 clusters Score -352932.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -352933.750000 Penalty: 2694.100342
	Iteration 39Q: 3 clusters Score -352933.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -352934.843750 Penalty: 2694.100342
	Iteration 40F: 3 clusters Score -352934.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Entering Unmasked Estep 
Score: -94930.093750 Penalty: 1164.267090
	Iteration 0F: 2 clusters Score -94930.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -93241.265625 Penalty: 2328.534180
	Iteration 0F: 3 clusters Score -93241.27 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -93636.445312 Penalty: 2328.534180
	Iteration 1F: 3 clusters Score -93636.45 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -93796.843750 Penalty: 2328.534180
	Iteration 2F: 3 clusters Score -93796.84 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -93885.273438 Penalty: 2328.534180
	Iteration 3F: 3 clusters Score -93885.27 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -93936.953125 Penalty: 2328.534180
	Iteration 4Q: 3 clusters Score -93936.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -93976.875000 Penalty: 2328.534180
	Iteration 5Q: 3 clusters Score -93976.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -94006.546875 Penalty: 2328.534180
	Iteration 6Q: 3 clusters Score -94006.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -94033.500000 Penalty: 2328.534180
	Iteration 7Q: 3 clusters Score -94033.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -94058.406250 Penalty: 2328.534180
	Iteration 8Q: 3 clusters Score -94058.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -94067.234375 Penalty: 2328.534180
	Iteration 9Q: 3 clusters Score -94067.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -94082.570312 Penalty: 2328.534180
	Iteration 10Q: 3 clusters Score -94082.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -94101.234375 Penalty: 2328.534180
	Iteration 11Q: 3 clusters Score -94101.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -94112.226562 Penalty: 2328.534180
	Iteration 12Q: 3 clusters Score -94112.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -94124.289062 Penalty: 2328.534180
	Iteration 13Q: 3 clusters Score -94124.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -94136.234375 Penalty: 2328.534180
	Iteration 14Q: 3 clusters Score -94136.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -94150.726562 Penalty: 2328.534180
	Iteration 15Q: 3 clusters Score -94150.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -94162.453125 Penalty: 2328.534180
	Iteration 16Q: 3 clusters Score -94162.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -94169.828125 Penalty: 2328.534180
	Iteration 17Q: 3 clusters Score -94169.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -94176.421875 Penalty: 2328.534180
	Iteration 18Q: 3 clusters Score -94176.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -94182.218750 Penalty: 2328.534180
	Iteration 19Q: 3 clusters Score -94182.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -94193.304688 Penalty: 2328.534180
	Iteration 20F: 3 clusters Score -94193.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -94217.554688 Penalty: 2328.534180
	Iteration 21Q: 3 clusters Score -94217.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -94247.718750 Penalty: 2328.534180
	Iteration 22Q: 3 clusters Score -94247.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -94268.742188 Penalty: 2328.534180
	Iteration 23Q: 3 clusters Score -94268.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -94278.164062 Penalty: 2328.534180
	Iteration 24Q: 3 clusters Score -94278.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -94279.007812 Penalty: 2328.534180
	Iteration 25Q: 3 clusters Score -94279.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -94279.437500 Penalty: 2328.534180
	Iteration 26Q: 3 clusters Score -94279.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -94279.437500 Penalty: 2328.534180
	Iteration 27F: 3 clusters Score -94279.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Entering Unmasked Estep 
Score: -147995.312500 Penalty: 1207.297119
	Iteration 0F: 2 clusters Score -147995.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -146104.250000 Penalty: 2414.594238
	Iteration 0F: 3 clusters Score -146104.2 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -146482.953125 Penalty: 2414.594238
	Iteration 1F: 3 clusters Score -146483 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -146569.796875 Penalty: 2414.594238
	Iteration 2F: 3 clusters Score -146569.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -146603.296875 Penalty: 2414.594238
	Iteration 3Q: 3 clusters Score -146603.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -146637.640625 Penalty: 2414.594238
	Iteration 4Q: 3 clusters Score -146637.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -146654.250000 Penalty: 2414.594238
	Iteration 5Q: 3 clusters Score -146654.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -146670.359375 Penalty: 2414.594238
	Iteration 6Q: 3 clusters Score -146670.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -146680.828125 Penalty: 2414.594238
	Iteration 7Q: 3 clusters Score -146680.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -146688.562500 Penalty: 2414.594238
	Iteration 8Q: 3 clusters Score -146688.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -146694.359375 Penalty: 2414.594238
	Iteration 9Q: 3 clusters Score -146694.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -146705.578125 Penalty: 2414.594238
	Iteration 10Q: 3 clusters Score -146705.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -146718.187500 Penalty: 2414.594238
	Iteration 11Q: 3 clusters Score -146718.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -146726.203125 Penalty: 2414.594238
	Iteration 12Q: 3 clusters Score -146726.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -146737.015625 Penalty: 2414.594238
	Iteration 13Q: 3 clusters Score -146737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -146748.937500 Penalty: 2414.594238
	Iteration 14Q: 3 clusters Score -146748.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -146762.796875 Penalty: 2414.594238
	Iteration 15Q: 3 clusters Score -146762.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -146771.812500 Penalty: 2414.594238
	Iteration 16Q: 3 clusters Score -146771.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -146782.718750 Penalty: 2414.594238
	Iteration 17Q: 3 clusters Score -146782.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -146791.765625 Penalty: 2414.594238
	Iteration 18Q: 3 clusters Score -146791.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -146804.234375 Penalty: 2414.594238
	Iteration 19Q: 3 clusters Score -146804.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -146815.203125 Penalty: 2414.594238
	Iteration 20F: 3 clusters Score -146815.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -146824.156250 Penalty: 2414.594238
	Iteration 21Q: 3 clusters Score -146824.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -146836.062500 Penalty: 2414.594238
	Iteration 22Q: 3 clusters Score -146836.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -146843.484375 Penalty: 2414.594238
	Iteration 23Q: 3 clusters Score -146843.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -146848.640625 Penalty: 2414.594238
	Iteration 24Q: 3 clusters Score -146848.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -146854.031250 Penalty: 2414.594238
	Iteration 25Q: 3 clusters Score -146854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -146858.671875 Penalty: 2414.594238
	Iteration 26Q: 3 clusters Score -146858.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -146866.171875 Penalty: 2414.594238
	Iteration 27Q: 3 clusters Score -146866.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -146872.015625 Penalty: 2414.594238
	Iteration 28Q: 3 clusters Score -146872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -146875.421875 Penalty: 2414.594238
	Iteration 29Q: 3 clusters Score -146875.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -146877.812500 Penalty: 2414.594238
	Iteration 30Q: 3 clusters Score -146877.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -146879.828125 Penalty: 2414.594238
	Iteration 31Q: 3 clusters Score -146879.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -146880.859375 Penalty: 2414.594238
	Iteration 32Q: 3 clusters Score -146880.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -146882.796875 Penalty: 2414.594238
	Iteration 33Q: 3 clusters Score -146882.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -146884.578125 Penalty: 2414.594238
	Iteration 34Q: 3 clusters Score -146884.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -146886.437500 Penalty: 2414.594238
	Iteration 35Q: 3 clusters Score -146886.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -146886.578125 Penalty: 2414.594238
	Iteration 36Q: 3 clusters Score -146886.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -146887.500000 Penalty: 2414.594238
	Iteration 37Q: 3 clusters Score -146887.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -146888.515625 Penalty: 2414.594238
	Iteration 38Q: 3 clusters Score -146888.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -146888.531250 Penalty: 2414.594238
	Iteration 39Q: 3 clusters Score -146888.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -146888.531250 Penalty: 2414.594238
	Iteration 40F: 3 clusters Score -146888.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 52116 members 
Mstep: Class 3 contains 41688 members 
Mstep: Class 4 contains 115175 members 
Mstep: Class 5 contains 7267 members 
Mstep: Class 6 contains 14917 members 
Mstep: Class 7 contains 10811 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 124346 members 
Mstep: Class 10 contains 26301 members 
Mstep: Class 11 contains 8907 members 
Mstep: Class 12 contains 40259 members 
Mstep: Class 13 contains 4441 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 17505 members 
Mstep: Class 16 contains 24003 members 
Mstep: Class 17 contains 86755 members 
Mstep: Class 18 contains 61167 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5187 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2479 members 
Mstep: Class 23 contains 60987 members 
Mstep: Class 24 contains 5277 members 
Mstep: Class 25 contains 12935 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7152 members 
Mstep: Class 29 contains 2734 members 
Mstep: Class 30 contains 73992 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14261 members 
Mstep: Class 33 contains 1512 members 
Mstep: Class 34 contains 1460 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1708 members 
Mstep: Class 38 contains 7772 members 
Mstep: Class 39 contains 5196 members 
Mstep: Class 40 contains 2801 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63563 members 
Mstep: Class 43 contains 8743 members 
Mstep: Class 44 contains 660 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 3982 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469184.000000 Penalty: 107428.984375
Iteration 239Q: 49 clusters Score -8.446918e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41688 members 
Mstep: Class 4 contains 115210 members 
Mstep: Class 5 contains 7267 members 
Mstep: Class 6 contains 14918 members 
Mstep: Class 7 contains 10811 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124343 members 
Mstep: Class 10 contains 26288 members 
Mstep: Class 11 contains 8907 members 
Mstep: Class 12 contains 40258 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 17506 members 
Mstep: Class 16 contains 24002 members 
Mstep: Class 17 contains 86736 members 
Mstep: Class 18 contains 61166 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5187 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2479 members 
Mstep: Class 23 contains 60986 members 
Mstep: Class 24 contains 5275 members 
Mstep: Class 25 contains 12942 members 
Mstep: Class 26 contains 2153 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7151 members 
Mstep: Class 29 contains 2734 members 
Mstep: Class 30 contains 73985 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14262 members 
Mstep: Class 33 contains 1512 members 
Mstep: Class 34 contains 1460 members 
Mstep: Class 35 contains 820 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1708 members 
Mstep: Class 38 contains 7766 members 
Mstep: Class 39 contains 5195 members 
Mstep: Class 40 contains 2802 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63560 members 
Mstep: Class 43 contains 8746 members 
Mstep: Class 44 contains 660 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 3995 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469184.000000 Penalty: 107428.984375
Iteration 240F: 49 clusters Score -8.446918e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41686 members 
Mstep: Class 4 contains 115230 members 
Mstep: Class 5 contains 7267 members 
Mstep: Class 6 contains 14919 members 
Mstep: Class 7 contains 10811 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124339 members 
Mstep: Class 10 contains 26281 members 
Mstep: Class 11 contains 8906 members 
Mstep: Class 12 contains 40256 members 
Mstep: Class 13 contains 4439 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 15 contains 17509 members 
Mstep: Class 16 contains 24006 members 
Mstep: Class 17 contains 86720 members 
Mstep: Class 18 contains 61167 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5187 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2479 members 
Mstep: Class 23 contains 60984 members 
Mstep: Class 24 contains 5275 members 
Mstep: Class 25 contains 12949 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7151 members 
Mstep: Class 29 contains 2736 members 
Mstep: Class 30 contains 73981 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14263 members 
Mstep: Class 33 contains 1512 members 
Mstep: Class 34 contains 1460 members 
Mstep: Class 35 contains 820 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1708 members 
Mstep: Class 38 contains 7761 members 
Mstep: Class 39 contains 5196 members 
Mstep: Class 40 contains 2802 members 
Mstep: Class 41 contains 3402 members 
Mstep: Class 42 contains 63558 members 
Mstep: Class 43 contains 8747 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4000 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469208.000000 Penalty: 107428.984375
Iteration 241Q: 49 clusters Score -8.446921e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41684 members 
Mstep: Class 4 contains 115247 members 
Mstep: Class 5 contains 7267 members 
Mstep: Class 6 contains 14919 members 
Mstep: Class 7 contains 10812 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124339 members 
Mstep: Class 10 contains 26276 members 
Mstep: Class 11 contains 8905 members 
Mstep: Class 12 contains 40253 members 
Mstep: Class 13 contains 4439 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 15 contains 17509 members 
Mstep: Class 16 contains 24010 members 
Mstep: Class 17 contains 86714 members 
Mstep: Class 18 contains 61168 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5187 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2478 members 
Mstep: Class 23 contains 60984 members 
Mstep: Class 24 contains 5275 members 
Mstep: Class 25 contains 12947 members 
Mstep: Class 26 contains 2155 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7151 members 
Mstep: Class 29 contains 2738 members 
Mstep: Class 30 contains 73981 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14263 members 
Mstep: Class 33 contains 1512 members 
Mstep: Class 34 contains 1460 members 
Mstep: Class 35 contains 820 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1708 members 
Mstep: Class 38 contains 7754 members 
Mstep: Class 39 contains 5194 members 
Mstep: Class 40 contains 2802 members 
Mstep: Class 41 contains 3401 members 
Mstep: Class 42 contains 63556 members 
Mstep: Class 43 contains 8748 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4004 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469232.000000 Penalty: 107428.984375
Iteration 242Q: 49 clusters Score -8.446923e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41683 members 
Mstep: Class 4 contains 115259 members 
Mstep: Class 5 contains 7268 members 
Mstep: Class 6 contains 14919 members 
Mstep: Class 7 contains 10815 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124341 members 
Mstep: Class 10 contains 26277 members 
Mstep: Class 11 contains 8904 members 
Mstep: Class 12 contains 40250 members 
Mstep: Class 13 contains 4439 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 15 contains 17507 members 
Mstep: Class 16 contains 24011 members 
Mstep: Class 17 contains 86696 members 
Mstep: Class 18 contains 61168 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5187 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2479 members 
Mstep: Class 23 contains 60984 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 12949 members 
Mstep: Class 26 contains 2156 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7150 members 
Mstep: Class 29 contains 2738 members 
Mstep: Class 30 contains 73979 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14268 members 
Mstep: Class 33 contains 1512 members 
Mstep: Class 34 contains 1460 members 
Mstep: Class 35 contains 820 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1708 members 
Mstep: Class 38 contains 7744 members 
Mstep: Class 39 contains 5191 members 
Mstep: Class 40 contains 2802 members 
Mstep: Class 41 contains 3403 members 
Mstep: Class 42 contains 63555 members 
Mstep: Class 43 contains 8750 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4006 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469120.000000 Penalty: 107428.984375
Iteration 243Q: 49 clusters Score -8.446912e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41679 members 
Mstep: Class 4 contains 115271 members 
Mstep: Class 5 contains 7267 members 
Mstep: Class 6 contains 14919 members 
Mstep: Class 7 contains 10817 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124341 members 
Mstep: Class 10 contains 26283 members 
Mstep: Class 11 contains 8904 members 
Mstep: Class 12 contains 40243 members 
Mstep: Class 13 contains 4439 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 15 contains 17508 members 
Mstep: Class 16 contains 24013 members 
Mstep: Class 17 contains 86682 members 
Mstep: Class 18 contains 61168 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5187 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2482 members 
Mstep: Class 23 contains 60982 members 
Mstep: Class 24 contains 5274 members 
Mstep: Class 25 contains 12953 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7149 members 
Mstep: Class 29 contains 2739 members 
Mstep: Class 30 contains 73974 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14271 members 
Mstep: Class 33 contains 1512 members 
Mstep: Class 34 contains 1460 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1708 members 
Mstep: Class 38 contains 7740 members 
Mstep: Class 39 contains 5187 members 
Mstep: Class 40 contains 2802 members 
Mstep: Class 41 contains 3402 members 
Mstep: Class 42 contains 63558 members 
Mstep: Class 43 contains 8750 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4009 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469184.000000 Penalty: 107428.984375
Iteration 244Q: 49 clusters Score -8.446918e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41679 members 
Mstep: Class 4 contains 115277 members 
Mstep: Class 5 contains 7267 members 
Mstep: Class 6 contains 14918 members 
Mstep: Class 7 contains 10818 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124340 members 
Mstep: Class 10 contains 26299 members 
Mstep: Class 11 contains 8904 members 
Mstep: Class 12 contains 40239 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 15 contains 17509 members 
Mstep: Class 16 contains 24017 members 
Mstep: Class 17 contains 86665 members 
Mstep: Class 18 contains 61167 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5187 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2484 members 
Mstep: Class 23 contains 60981 members 
Mstep: Class 24 contains 5274 members 
Mstep: Class 25 contains 12954 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7149 members 
Mstep: Class 29 contains 2741 members 
Mstep: Class 30 contains 73966 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14273 members 
Mstep: Class 33 contains 1512 members 
Mstep: Class 34 contains 1460 members 
Mstep: Class 35 contains 816 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1708 members 
Mstep: Class 38 contains 7734 members 
Mstep: Class 39 contains 5184 members 
Mstep: Class 40 contains 2802 members 
Mstep: Class 41 contains 3402 members 
Mstep: Class 42 contains 63556 members 
Mstep: Class 43 contains 8750 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4014 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469328.000000 Penalty: 107428.984375
Iteration 245Q: 49 clusters Score -8.446933e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41679 members 
Mstep: Class 4 contains 115287 members 
Mstep: Class 5 contains 7266 members 
Mstep: Class 6 contains 14918 members 
Mstep: Class 7 contains 10818 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124336 members 
Mstep: Class 10 contains 26304 members 
Mstep: Class 11 contains 8904 members 
Mstep: Class 12 contains 40232 members 
Mstep: Class 13 contains 4438 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 15 contains 17511 members 
Mstep: Class 16 contains 24019 members 
Mstep: Class 17 contains 86651 members 
Mstep: Class 18 contains 61168 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5187 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2485 members 
Mstep: Class 23 contains 60981 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 12960 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7148 members 
Mstep: Class 29 contains 2741 members 
Mstep: Class 30 contains 73960 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14278 members 
Mstep: Class 33 contains 1512 members 
Mstep: Class 34 contains 1460 members 
Mstep: Class 35 contains 813 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1708 members 
Mstep: Class 38 contains 7726 members 
Mstep: Class 39 contains 5181 members 
Mstep: Class 40 contains 2803 members 
Mstep: Class 41 contains 3402 members 
Mstep: Class 42 contains 63555 members 
Mstep: Class 43 contains 8750 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4020 members 
Mstep: Class 47 contains 1294 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469368.000000 Penalty: 107428.984375
Iteration 246Q: 49 clusters Score -8.446937e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41679 members 
Mstep: Class 4 contains 115292 members 
Mstep: Class 5 contains 7265 members 
Mstep: Class 6 contains 14918 members 
Mstep: Class 7 contains 10818 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124335 members 
Mstep: Class 10 contains 26308 members 
Mstep: Class 11 contains 8904 members 
Mstep: Class 12 contains 40228 members 
Mstep: Class 13 contains 4437 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 15 contains 17508 members 
Mstep: Class 16 contains 24021 members 
Mstep: Class 17 contains 86641 members 
Mstep: Class 18 contains 61170 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5187 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2489 members 
Mstep: Class 23 contains 60982 members 
Mstep: Class 24 contains 5277 members 
Mstep: Class 25 contains 12961 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7146 members 
Mstep: Class 29 contains 2741 members 
Mstep: Class 30 contains 73961 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14281 members 
Mstep: Class 33 contains 1512 members 
Mstep: Class 34 contains 1460 members 
Mstep: Class 35 contains 811 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1708 members 
Mstep: Class 38 contains 7717 members 
Mstep: Class 39 contains 5179 members 
Mstep: Class 40 contains 2803 members 
Mstep: Class 41 contains 3402 members 
Mstep: Class 42 contains 63552 members 
Mstep: Class 43 contains 8750 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4025 members 
Mstep: Class 47 contains 1294 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469288.000000 Penalty: 107428.984375
Iteration 247Q: 49 clusters Score -8.446929e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41678 members 
Mstep: Class 4 contains 115293 members 
Mstep: Class 5 contains 7265 members 
Mstep: Class 6 contains 14918 members 
Mstep: Class 7 contains 10818 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124336 members 
Mstep: Class 10 contains 26317 members 
Mstep: Class 11 contains 8904 members 
Mstep: Class 12 contains 40222 members 
Mstep: Class 13 contains 4437 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 15 contains 17508 members 
Mstep: Class 16 contains 24024 members 
Mstep: Class 17 contains 86638 members 
Mstep: Class 18 contains 61169 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5187 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2491 members 
Mstep: Class 23 contains 60981 members 
Mstep: Class 24 contains 5278 members 
Mstep: Class 25 contains 12961 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7144 members 
Mstep: Class 29 contains 2741 members 
Mstep: Class 30 contains 73963 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14283 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1460 members 
Mstep: Class 35 contains 809 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1708 members 
Mstep: Class 38 contains 7710 members 
Mstep: Class 39 contains 5177 members 
Mstep: Class 40 contains 2803 members 
Mstep: Class 41 contains 3403 members 
Mstep: Class 42 contains 63548 members 
Mstep: Class 43 contains 8750 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4031 members 
Mstep: Class 47 contains 1294 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469288.000000 Penalty: 107428.984375
Iteration 248Q: 49 clusters Score -8.446929e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41678 members 
Mstep: Class 4 contains 115294 members 
Mstep: Class 5 contains 7266 members 
Mstep: Class 6 contains 14918 members 
Mstep: Class 7 contains 10817 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124337 members 
Mstep: Class 10 contains 26326 members 
Mstep: Class 11 contains 8902 members 
Mstep: Class 12 contains 40215 members 
Mstep: Class 13 contains 4437 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 15 contains 17508 members 
Mstep: Class 16 contains 24025 members 
Mstep: Class 17 contains 86629 members 
Mstep: Class 18 contains 61168 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5187 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2493 members 
Mstep: Class 23 contains 60981 members 
Mstep: Class 24 contains 5279 members 
Mstep: Class 25 contains 12962 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7143 members 
Mstep: Class 29 contains 2741 members 
Mstep: Class 30 contains 73963 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14281 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1459 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1708 members 
Mstep: Class 38 contains 7705 members 
Mstep: Class 39 contains 5176 members 
Mstep: Class 40 contains 2803 members 
Mstep: Class 41 contains 3403 members 
Mstep: Class 42 contains 63548 members 
Mstep: Class 43 contains 8750 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4039 members 
Mstep: Class 47 contains 1295 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469264.000000 Penalty: 107428.984375
Iteration 249Q: 49 clusters Score -8.446926e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41678 members 
Mstep: Class 4 contains 115298 members 
Mstep: Class 5 contains 7267 members 
Mstep: Class 6 contains 14918 members 
Mstep: Class 7 contains 10815 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124337 members 
Mstep: Class 10 contains 26328 members 
Mstep: Class 11 contains 8900 members 
Mstep: Class 12 contains 40211 members 
Mstep: Class 13 contains 4437 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 15 contains 17508 members 
Mstep: Class 16 contains 24025 members 
Mstep: Class 17 contains 86629 members 
Mstep: Class 18 contains 61167 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5187 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2494 members 
Mstep: Class 23 contains 60981 members 
Mstep: Class 24 contains 5277 members 
Mstep: Class 25 contains 12961 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7140 members 
Mstep: Class 29 contains 2741 members 
Mstep: Class 30 contains 73962 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14282 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1459 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1708 members 
Mstep: Class 38 contains 7703 members 
Mstep: Class 39 contains 5174 members 
Mstep: Class 40 contains 2804 members 
Mstep: Class 41 contains 3403 members 
Mstep: Class 42 contains 63549 members 
Mstep: Class 43 contains 8751 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4041 members 
Mstep: Class 47 contains 1296 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469280.000000 Penalty: 107428.984375
Iteration 250Q: 49 clusters Score -8.446928e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41678 members 
Mstep: Class 4 contains 115299 members 
Mstep: Class 5 contains 7267 members 
Mstep: Class 6 contains 14917 members 
Mstep: Class 7 contains 10816 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124337 members 
Mstep: Class 10 contains 26339 members 
Mstep: Class 11 contains 8899 members 
Mstep: Class 12 contains 40208 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 15 contains 17508 members 
Mstep: Class 16 contains 24023 members 
Mstep: Class 17 contains 86624 members 
Mstep: Class 18 contains 61167 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5187 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2494 members 
Mstep: Class 23 contains 60982 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 12961 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7137 members 
Mstep: Class 29 contains 2741 members 
Mstep: Class 30 contains 73959 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14282 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1459 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1708 members 
Mstep: Class 38 contains 7699 members 
Mstep: Class 39 contains 5173 members 
Mstep: Class 40 contains 2804 members 
Mstep: Class 41 contains 3403 members 
Mstep: Class 42 contains 63549 members 
Mstep: Class 43 contains 8752 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4045 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469280.000000 Penalty: 107428.984375
Iteration 251Q: 49 clusters Score -8.446928e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41678 members 
Mstep: Class 4 contains 115299 members 
Mstep: Class 5 contains 7266 members 
Mstep: Class 6 contains 14917 members 
Mstep: Class 7 contains 10815 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124336 members 
Mstep: Class 10 contains 26348 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 40203 members 
Mstep: Class 13 contains 4434 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 15 contains 17507 members 
Mstep: Class 16 contains 24025 members 
Mstep: Class 17 contains 86622 members 
Mstep: Class 18 contains 61167 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5187 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2494 members 
Mstep: Class 23 contains 60981 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 12966 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7132 members 
Mstep: Class 29 contains 2742 members 
Mstep: Class 30 contains 73957 members 
Mstep: Class 31 contains 1681 members 
Mstep: Class 32 contains 14282 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1459 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1708 members 
Mstep: Class 38 contains 7695 members 
Mstep: Class 39 contains 5174 members 
Mstep: Class 40 contains 2804 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63547 members 
Mstep: Class 43 contains 8753 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4046 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469352.000000 Penalty: 107428.984375
Iteration 252Q: 49 clusters Score -8.446935e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41677 members 
Mstep: Class 4 contains 115299 members 
Mstep: Class 5 contains 7264 members 
Mstep: Class 6 contains 14916 members 
Mstep: Class 7 contains 10814 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124335 members 
Mstep: Class 10 contains 26354 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 40199 members 
Mstep: Class 13 contains 4433 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 15 contains 17506 members 
Mstep: Class 16 contains 24028 members 
Mstep: Class 17 contains 86614 members 
Mstep: Class 18 contains 61167 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5186 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2494 members 
Mstep: Class 23 contains 60981 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 12967 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7131 members 
Mstep: Class 29 contains 2743 members 
Mstep: Class 30 contains 73959 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14282 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1459 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1708 members 
Mstep: Class 38 contains 7692 members 
Mstep: Class 39 contains 5174 members 
Mstep: Class 40 contains 2804 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63550 members 
Mstep: Class 43 contains 8753 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4047 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469400.000000 Penalty: 107428.984375
Iteration 253Q: 49 clusters Score -8.44694e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41677 members 
Mstep: Class 4 contains 115301 members 
Mstep: Class 5 contains 7262 members 
Mstep: Class 6 contains 14916 members 
Mstep: Class 7 contains 10812 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124335 members 
Mstep: Class 10 contains 26364 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 40195 members 
Mstep: Class 13 contains 4433 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 15 contains 17506 members 
Mstep: Class 16 contains 24029 members 
Mstep: Class 17 contains 86611 members 
Mstep: Class 18 contains 61167 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2495 members 
Mstep: Class 23 contains 60981 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 12971 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7130 members 
Mstep: Class 29 contains 2743 members 
Mstep: Class 30 contains 73957 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14282 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1459 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1707 members 
Mstep: Class 38 contains 7689 members 
Mstep: Class 39 contains 5174 members 
Mstep: Class 40 contains 2804 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63549 members 
Mstep: Class 43 contains 8753 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4048 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469408.000000 Penalty: 107428.984375
Iteration 254Q: 49 clusters Score -8.446941e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41674 members 
Mstep: Class 4 contains 115301 members 
Mstep: Class 5 contains 7262 members 
Mstep: Class 6 contains 14916 members 
Mstep: Class 7 contains 10812 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124329 members 
Mstep: Class 10 contains 26372 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 40194 members 
Mstep: Class 13 contains 4433 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 15 contains 17507 members 
Mstep: Class 16 contains 24032 members 
Mstep: Class 17 contains 86610 members 
Mstep: Class 18 contains 61167 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2495 members 
Mstep: Class 23 contains 60981 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 12974 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7130 members 
Mstep: Class 29 contains 2743 members 
Mstep: Class 30 contains 73954 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14282 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1459 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1707 members 
Mstep: Class 38 contains 7686 members 
Mstep: Class 39 contains 5173 members 
Mstep: Class 40 contains 2804 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63548 members 
Mstep: Class 43 contains 8753 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4050 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469368.000000 Penalty: 107428.984375
Iteration 255Q: 49 clusters Score -8.446937e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41672 members 
Mstep: Class 4 contains 115301 members 
Mstep: Class 5 contains 7262 members 
Mstep: Class 6 contains 14915 members 
Mstep: Class 7 contains 10811 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124325 members 
Mstep: Class 10 contains 26384 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 40191 members 
Mstep: Class 13 contains 4433 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 15 contains 17507 members 
Mstep: Class 16 contains 24031 members 
Mstep: Class 17 contains 86607 members 
Mstep: Class 18 contains 61166 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2495 members 
Mstep: Class 23 contains 60980 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 12976 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7128 members 
Mstep: Class 29 contains 2743 members 
Mstep: Class 30 contains 73953 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14284 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1459 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1707 members 
Mstep: Class 38 contains 7685 members 
Mstep: Class 39 contains 5170 members 
Mstep: Class 40 contains 2804 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63550 members 
Mstep: Class 43 contains 8753 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469304.000000 Penalty: 107428.984375
Iteration 256Q: 49 clusters Score -8.44693e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41672 members 
Mstep: Class 4 contains 115302 members 
Mstep: Class 5 contains 7262 members 
Mstep: Class 6 contains 14915 members 
Mstep: Class 7 contains 10811 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124323 members 
Mstep: Class 10 contains 26389 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 40191 members 
Mstep: Class 13 contains 4433 members 
Mstep: Class 14 contains 1462 members 
Mstep: Class 15 contains 17507 members 
Mstep: Class 16 contains 24030 members 
Mstep: Class 17 contains 86601 members 
Mstep: Class 18 contains 61166 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2495 members 
Mstep: Class 23 contains 60979 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 12978 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7128 members 
Mstep: Class 29 contains 2743 members 
Mstep: Class 30 contains 73954 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14284 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1459 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1707 members 
Mstep: Class 38 contains 7684 members 
Mstep: Class 39 contains 5169 members 
Mstep: Class 40 contains 2804 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63550 members 
Mstep: Class 43 contains 8753 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469312.000000 Penalty: 107428.984375
Iteration 257Q: 49 clusters Score -8.446931e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41670 members 
Mstep: Class 4 contains 115302 members 
Mstep: Class 5 contains 7262 members 
Mstep: Class 6 contains 14915 members 
Mstep: Class 7 contains 10810 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124321 members 
Mstep: Class 10 contains 26398 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 40191 members 
Mstep: Class 13 contains 4433 members 
Mstep: Class 14 contains 1462 members 
Mstep: Class 15 contains 17507 members 
Mstep: Class 16 contains 24031 members 
Mstep: Class 17 contains 86595 members 
Mstep: Class 18 contains 61166 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2495 members 
Mstep: Class 23 contains 60979 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 12977 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7128 members 
Mstep: Class 29 contains 2743 members 
Mstep: Class 30 contains 73954 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14284 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1459 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1707 members 
Mstep: Class 38 contains 7683 members 
Mstep: Class 39 contains 5168 members 
Mstep: Class 40 contains 2804 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63551 members 
Mstep: Class 43 contains 8753 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469352.000000 Penalty: 107428.984375
Iteration 258Q: 49 clusters Score -8.446935e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41668 members 
Mstep: Class 4 contains 115304 members 
Mstep: Class 5 contains 7262 members 
Mstep: Class 6 contains 14916 members 
Mstep: Class 7 contains 10810 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124319 members 
Mstep: Class 10 contains 26405 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 40190 members 
Mstep: Class 13 contains 4433 members 
Mstep: Class 14 contains 1462 members 
Mstep: Class 15 contains 17507 members 
Mstep: Class 16 contains 24032 members 
Mstep: Class 17 contains 86590 members 
Mstep: Class 18 contains 61166 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2495 members 
Mstep: Class 23 contains 60979 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 12979 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7128 members 
Mstep: Class 29 contains 2743 members 
Mstep: Class 30 contains 73953 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14283 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1459 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1707 members 
Mstep: Class 38 contains 7683 members 
Mstep: Class 39 contains 5167 members 
Mstep: Class 40 contains 2804 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63552 members 
Mstep: Class 43 contains 8753 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469408.000000 Penalty: 107428.984375
Iteration 259Q: 49 clusters Score -8.446941e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41667 members 
Mstep: Class 4 contains 115303 members 
Mstep: Class 5 contains 7262 members 
Mstep: Class 6 contains 14915 members 
Mstep: Class 7 contains 10810 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124320 members 
Mstep: Class 10 contains 26409 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 40190 members 
Mstep: Class 13 contains 4432 members 
Mstep: Class 14 contains 1462 members 
Mstep: Class 15 contains 17507 members 
Mstep: Class 16 contains 24033 members 
Mstep: Class 17 contains 86587 members 
Mstep: Class 18 contains 61166 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2495 members 
Mstep: Class 23 contains 60979 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 12981 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7128 members 
Mstep: Class 29 contains 2743 members 
Mstep: Class 30 contains 73951 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14283 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1459 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1707 members 
Mstep: Class 38 contains 7683 members 
Mstep: Class 39 contains 5167 members 
Mstep: Class 40 contains 2804 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63553 members 
Mstep: Class 43 contains 8753 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469384.000000 Penalty: 107428.984375
Iteration 260F: 49 clusters Score -8.446938e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41666 members 
Mstep: Class 4 contains 115304 members 
Mstep: Class 5 contains 7262 members 
Mstep: Class 6 contains 14915 members 
Mstep: Class 7 contains 10810 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124320 members 
Mstep: Class 10 contains 26411 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 40191 members 
Mstep: Class 13 contains 4432 members 
Mstep: Class 14 contains 1462 members 
Mstep: Class 15 contains 17508 members 
Mstep: Class 16 contains 24033 members 
Mstep: Class 17 contains 86581 members 
Mstep: Class 18 contains 61166 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2495 members 
Mstep: Class 23 contains 60979 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 12984 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7128 members 
Mstep: Class 29 contains 2743 members 
Mstep: Class 30 contains 73950 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14283 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1459 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1707 members 
Mstep: Class 38 contains 7683 members 
Mstep: Class 39 contains 5168 members 
Mstep: Class 40 contains 2804 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63552 members 
Mstep: Class 43 contains 8753 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469416.000000 Penalty: 107428.984375
Iteration 261Q: 49 clusters Score -8.446942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41665 members 
Mstep: Class 4 contains 115304 members 
Mstep: Class 5 contains 7262 members 
Mstep: Class 6 contains 14915 members 
Mstep: Class 7 contains 10810 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124320 members 
Mstep: Class 10 contains 26414 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 40191 members 
Mstep: Class 13 contains 4432 members 
Mstep: Class 14 contains 1462 members 
Mstep: Class 15 contains 17508 members 
Mstep: Class 16 contains 24033 members 
Mstep: Class 17 contains 86579 members 
Mstep: Class 18 contains 61166 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2495 members 
Mstep: Class 23 contains 60979 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 12985 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7128 members 
Mstep: Class 29 contains 2743 members 
Mstep: Class 30 contains 73950 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14283 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1459 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1707 members 
Mstep: Class 38 contains 7683 members 
Mstep: Class 39 contains 5168 members 
Mstep: Class 40 contains 2804 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63551 members 
Mstep: Class 43 contains 8753 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469400.000000 Penalty: 107428.984375
Iteration 262Q: 49 clusters Score -8.44694e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41664 members 
Mstep: Class 4 contains 115305 members 
Mstep: Class 5 contains 7262 members 
Mstep: Class 6 contains 14915 members 
Mstep: Class 7 contains 10810 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124319 members 
Mstep: Class 10 contains 26418 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 40191 members 
Mstep: Class 13 contains 4432 members 
Mstep: Class 14 contains 1462 members 
Mstep: Class 15 contains 17508 members 
Mstep: Class 16 contains 24033 members 
Mstep: Class 17 contains 86578 members 
Mstep: Class 18 contains 61166 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2495 members 
Mstep: Class 23 contains 60979 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 12986 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7128 members 
Mstep: Class 29 contains 2743 members 
Mstep: Class 30 contains 73948 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14283 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1459 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1707 members 
Mstep: Class 38 contains 7683 members 
Mstep: Class 39 contains 5168 members 
Mstep: Class 40 contains 2804 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63550 members 
Mstep: Class 43 contains 8753 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469368.000000 Penalty: 107428.984375
Iteration 263Q: 49 clusters Score -8.446937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41664 members 
Mstep: Class 4 contains 115305 members 
Mstep: Class 5 contains 7262 members 
Mstep: Class 6 contains 14915 members 
Mstep: Class 7 contains 10810 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124317 members 
Mstep: Class 10 contains 26422 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 40191 members 
Mstep: Class 13 contains 4432 members 
Mstep: Class 14 contains 1462 members 
Mstep: Class 15 contains 17508 members 
Mstep: Class 16 contains 24033 members 
Mstep: Class 17 contains 86577 members 
Mstep: Class 18 contains 61166 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2495 members 
Mstep: Class 23 contains 60979 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 12986 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7128 members 
Mstep: Class 29 contains 2743 members 
Mstep: Class 30 contains 73948 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14283 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1459 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1707 members 
Mstep: Class 38 contains 7683 members 
Mstep: Class 39 contains 5168 members 
Mstep: Class 40 contains 2804 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63549 members 
Mstep: Class 43 contains 8753 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469408.000000 Penalty: 107428.984375
Iteration 264Q: 49 clusters Score -8.446941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41664 members 
Mstep: Class 4 contains 115302 members 
Mstep: Class 5 contains 7262 members 
Mstep: Class 6 contains 14915 members 
Mstep: Class 7 contains 10810 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124316 members 
Mstep: Class 10 contains 26428 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 40191 members 
Mstep: Class 13 contains 4432 members 
Mstep: Class 14 contains 1462 members 
Mstep: Class 15 contains 17508 members 
Mstep: Class 16 contains 24033 members 
Mstep: Class 17 contains 86577 members 
Mstep: Class 18 contains 61166 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2495 members 
Mstep: Class 23 contains 60979 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 12986 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7128 members 
Mstep: Class 29 contains 2743 members 
Mstep: Class 30 contains 73947 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14283 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1459 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1707 members 
Mstep: Class 38 contains 7683 members 
Mstep: Class 39 contains 5168 members 
Mstep: Class 40 contains 2804 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63548 members 
Mstep: Class 43 contains 8753 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469416.000000 Penalty: 107428.984375
Iteration 265Q: 49 clusters Score -8.446942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41664 members 
Mstep: Class 4 contains 115301 members 
Mstep: Class 5 contains 7262 members 
Mstep: Class 6 contains 14915 members 
Mstep: Class 7 contains 10810 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124315 members 
Mstep: Class 10 contains 26430 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 40191 members 
Mstep: Class 13 contains 4432 members 
Mstep: Class 14 contains 1462 members 
Mstep: Class 15 contains 17508 members 
Mstep: Class 16 contains 24034 members 
Mstep: Class 17 contains 86575 members 
Mstep: Class 18 contains 61166 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2495 members 
Mstep: Class 23 contains 60979 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 12986 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7128 members 
Mstep: Class 29 contains 2743 members 
Mstep: Class 30 contains 73947 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14283 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1459 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1707 members 
Mstep: Class 38 contains 7683 members 
Mstep: Class 39 contains 5168 members 
Mstep: Class 40 contains 2804 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63549 members 
Mstep: Class 43 contains 8753 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469384.000000 Penalty: 107428.984375
Iteration 266Q: 49 clusters Score -8.446938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41664 members 
Mstep: Class 4 contains 115300 members 
Mstep: Class 5 contains 7262 members 
Mstep: Class 6 contains 14915 members 
Mstep: Class 7 contains 10810 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124315 members 
Mstep: Class 10 contains 26429 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 40191 members 
Mstep: Class 13 contains 4432 members 
Mstep: Class 14 contains 1462 members 
Mstep: Class 15 contains 17508 members 
Mstep: Class 16 contains 24034 members 
Mstep: Class 17 contains 86575 members 
Mstep: Class 18 contains 61166 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2495 members 
Mstep: Class 23 contains 60979 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 12986 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7128 members 
Mstep: Class 29 contains 2743 members 
Mstep: Class 30 contains 73947 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14283 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1459 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1707 members 
Mstep: Class 38 contains 7683 members 
Mstep: Class 39 contains 5168 members 
Mstep: Class 40 contains 2804 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63551 members 
Mstep: Class 43 contains 8753 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469400.000000 Penalty: 107428.984375
Iteration 267Q: 49 clusters Score -8.44694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41664 members 
Mstep: Class 4 contains 115301 members 
Mstep: Class 5 contains 7262 members 
Mstep: Class 6 contains 14915 members 
Mstep: Class 7 contains 10810 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124315 members 
Mstep: Class 10 contains 26428 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 40191 members 
Mstep: Class 13 contains 4432 members 
Mstep: Class 14 contains 1462 members 
Mstep: Class 15 contains 17508 members 
Mstep: Class 16 contains 24034 members 
Mstep: Class 17 contains 86575 members 
Mstep: Class 18 contains 61166 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2495 members 
Mstep: Class 23 contains 60979 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 12986 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7128 members 
Mstep: Class 29 contains 2743 members 
Mstep: Class 30 contains 73947 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14283 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1459 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1707 members 
Mstep: Class 38 contains 7683 members 
Mstep: Class 39 contains 5168 members 
Mstep: Class 40 contains 2804 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63551 members 
Mstep: Class 43 contains 8753 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469400.000000 Penalty: 107428.984375
Iteration 268Q: 49 clusters Score -8.44694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41664 members 
Mstep: Class 4 contains 115302 members 
Mstep: Class 5 contains 7262 members 
Mstep: Class 6 contains 14915 members 
Mstep: Class 7 contains 10810 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124314 members 
Mstep: Class 10 contains 26429 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 40191 members 
Mstep: Class 13 contains 4432 members 
Mstep: Class 14 contains 1462 members 
Mstep: Class 15 contains 17508 members 
Mstep: Class 16 contains 24034 members 
Mstep: Class 17 contains 86575 members 
Mstep: Class 18 contains 61166 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2495 members 
Mstep: Class 23 contains 60979 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 12986 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7128 members 
Mstep: Class 29 contains 2743 members 
Mstep: Class 30 contains 73946 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14283 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1459 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1707 members 
Mstep: Class 38 contains 7683 members 
Mstep: Class 39 contains 5168 members 
Mstep: Class 40 contains 2804 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63551 members 
Mstep: Class 43 contains 8753 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469400.000000 Penalty: 107428.984375
Iteration 269Q: 49 clusters Score -8.44694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41664 members 
Mstep: Class 4 contains 115303 members 
Mstep: Class 5 contains 7262 members 
Mstep: Class 6 contains 14915 members 
Mstep: Class 7 contains 10810 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124314 members 
Mstep: Class 10 contains 26431 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 40191 members 
Mstep: Class 13 contains 4432 members 
Mstep: Class 14 contains 1462 members 
Mstep: Class 15 contains 17508 members 
Mstep: Class 16 contains 24034 members 
Mstep: Class 17 contains 86574 members 
Mstep: Class 18 contains 61166 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2495 members 
Mstep: Class 23 contains 60979 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 12986 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7128 members 
Mstep: Class 29 contains 2743 members 
Mstep: Class 30 contains 73945 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14283 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1459 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1707 members 
Mstep: Class 38 contains 7683 members 
Mstep: Class 39 contains 5168 members 
Mstep: Class 40 contains 2804 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63550 members 
Mstep: Class 43 contains 8753 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469400.000000 Penalty: 107428.984375
Iteration 270Q: 49 clusters Score -8.44694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41664 members 
Mstep: Class 4 contains 115303 members 
Mstep: Class 5 contains 7262 members 
Mstep: Class 6 contains 14915 members 
Mstep: Class 7 contains 10810 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124314 members 
Mstep: Class 10 contains 26433 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 40191 members 
Mstep: Class 13 contains 4432 members 
Mstep: Class 14 contains 1462 members 
Mstep: Class 15 contains 17508 members 
Mstep: Class 16 contains 24034 members 
Mstep: Class 17 contains 86574 members 
Mstep: Class 18 contains 61166 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2495 members 
Mstep: Class 23 contains 60979 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 12986 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7128 members 
Mstep: Class 29 contains 2743 members 
Mstep: Class 30 contains 73944 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14283 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1459 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1707 members 
Mstep: Class 38 contains 7683 members 
Mstep: Class 39 contains 5168 members 
Mstep: Class 40 contains 2804 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63549 members 
Mstep: Class 43 contains 8753 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469400.000000 Penalty: 107428.984375
Iteration 271Q: 49 clusters Score -8.44694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41664 members 
Mstep: Class 4 contains 115304 members 
Mstep: Class 5 contains 7262 members 
Mstep: Class 6 contains 14915 members 
Mstep: Class 7 contains 10810 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124314 members 
Mstep: Class 10 contains 26431 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 40191 members 
Mstep: Class 13 contains 4432 members 
Mstep: Class 14 contains 1462 members 
Mstep: Class 15 contains 17509 members 
Mstep: Class 16 contains 24034 members 
Mstep: Class 17 contains 86574 members 
Mstep: Class 18 contains 61166 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2495 members 
Mstep: Class 23 contains 60979 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 12986 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7128 members 
Mstep: Class 29 contains 2743 members 
Mstep: Class 30 contains 73944 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14283 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1459 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1707 members 
Mstep: Class 38 contains 7683 members 
Mstep: Class 39 contains 5168 members 
Mstep: Class 40 contains 2804 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63549 members 
Mstep: Class 43 contains 8753 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469416.000000 Penalty: 107428.984375
Iteration 272Q: 49 clusters Score -8.446942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41664 members 
Mstep: Class 4 contains 115304 members 
Mstep: Class 5 contains 7262 members 
Mstep: Class 6 contains 14915 members 
Mstep: Class 7 contains 10810 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124313 members 
Mstep: Class 10 contains 26432 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 40191 members 
Mstep: Class 13 contains 4432 members 
Mstep: Class 14 contains 1462 members 
Mstep: Class 15 contains 17509 members 
Mstep: Class 16 contains 24034 members 
Mstep: Class 17 contains 86574 members 
Mstep: Class 18 contains 61166 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2495 members 
Mstep: Class 23 contains 60979 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 12986 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7128 members 
Mstep: Class 29 contains 2743 members 
Mstep: Class 30 contains 73944 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14283 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1459 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1707 members 
Mstep: Class 38 contains 7683 members 
Mstep: Class 39 contains 5168 members 
Mstep: Class 40 contains 2804 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63549 members 
Mstep: Class 43 contains 8753 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469408.000000 Penalty: 107428.984375
Iteration 273Q: 49 clusters Score -8.446941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41664 members 
Mstep: Class 4 contains 115304 members 
Mstep: Class 5 contains 7262 members 
Mstep: Class 6 contains 14915 members 
Mstep: Class 7 contains 10810 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124313 members 
Mstep: Class 10 contains 26434 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 40191 members 
Mstep: Class 13 contains 4432 members 
Mstep: Class 14 contains 1462 members 
Mstep: Class 15 contains 17509 members 
Mstep: Class 16 contains 24034 members 
Mstep: Class 17 contains 86572 members 
Mstep: Class 18 contains 61166 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2495 members 
Mstep: Class 23 contains 60979 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 12986 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7128 members 
Mstep: Class 29 contains 2743 members 
Mstep: Class 30 contains 73944 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14283 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1459 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1707 members 
Mstep: Class 38 contains 7683 members 
Mstep: Class 39 contains 5168 members 
Mstep: Class 40 contains 2804 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63549 members 
Mstep: Class 43 contains 8753 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469408.000000 Penalty: 107428.984375
Iteration 274Q: 49 clusters Score -8.446941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41664 members 
Mstep: Class 4 contains 115304 members 
Mstep: Class 5 contains 7262 members 
Mstep: Class 6 contains 14915 members 
Mstep: Class 7 contains 10810 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124313 members 
Mstep: Class 10 contains 26436 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 40191 members 
Mstep: Class 13 contains 4431 members 
Mstep: Class 14 contains 1462 members 
Mstep: Class 15 contains 17509 members 
Mstep: Class 16 contains 24034 members 
Mstep: Class 17 contains 86571 members 
Mstep: Class 18 contains 61166 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2495 members 
Mstep: Class 23 contains 60979 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 12986 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7128 members 
Mstep: Class 29 contains 2743 members 
Mstep: Class 30 contains 73944 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14283 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1459 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1707 members 
Mstep: Class 38 contains 7683 members 
Mstep: Class 39 contains 5168 members 
Mstep: Class 40 contains 2804 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63549 members 
Mstep: Class 43 contains 8753 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469408.000000 Penalty: 107428.984375
Iteration 275Q: 49 clusters Score -8.446941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41664 members 
Mstep: Class 4 contains 115305 members 
Mstep: Class 5 contains 7262 members 
Mstep: Class 6 contains 14915 members 
Mstep: Class 7 contains 10810 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124312 members 
Mstep: Class 10 contains 26439 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 40191 members 
Mstep: Class 13 contains 4431 members 
Mstep: Class 14 contains 1462 members 
Mstep: Class 15 contains 17509 members 
Mstep: Class 16 contains 24034 members 
Mstep: Class 17 contains 86568 members 
Mstep: Class 18 contains 61166 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2495 members 
Mstep: Class 23 contains 60979 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 12986 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7128 members 
Mstep: Class 29 contains 2743 members 
Mstep: Class 30 contains 73944 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14283 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1459 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1707 members 
Mstep: Class 38 contains 7683 members 
Mstep: Class 39 contains 5168 members 
Mstep: Class 40 contains 2804 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63549 members 
Mstep: Class 43 contains 8753 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469448.000000 Penalty: 107428.984375
Iteration 276Q: 49 clusters Score -8.446945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41664 members 
Mstep: Class 4 contains 115305 members 
Mstep: Class 5 contains 7262 members 
Mstep: Class 6 contains 14915 members 
Mstep: Class 7 contains 10810 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124312 members 
Mstep: Class 10 contains 26440 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 40191 members 
Mstep: Class 13 contains 4431 members 
Mstep: Class 14 contains 1462 members 
Mstep: Class 15 contains 17509 members 
Mstep: Class 16 contains 24034 members 
Mstep: Class 17 contains 86568 members 
Mstep: Class 18 contains 61166 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2495 members 
Mstep: Class 23 contains 60979 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 12986 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7128 members 
Mstep: Class 29 contains 2743 members 
Mstep: Class 30 contains 73943 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14283 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1459 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1707 members 
Mstep: Class 38 contains 7683 members 
Mstep: Class 39 contains 5168 members 
Mstep: Class 40 contains 2804 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63549 members 
Mstep: Class 43 contains 8753 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469448.000000 Penalty: 107428.984375
Iteration 277Q: 49 clusters Score -8.446945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41664 members 
Mstep: Class 4 contains 115305 members 
Mstep: Class 5 contains 7262 members 
Mstep: Class 6 contains 14915 members 
Mstep: Class 7 contains 10810 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124312 members 
Mstep: Class 10 contains 26440 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 40191 members 
Mstep: Class 13 contains 4431 members 
Mstep: Class 14 contains 1462 members 
Mstep: Class 15 contains 17509 members 
Mstep: Class 16 contains 24034 members 
Mstep: Class 17 contains 86569 members 
Mstep: Class 18 contains 61166 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2495 members 
Mstep: Class 23 contains 60979 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 12986 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7128 members 
Mstep: Class 29 contains 2743 members 
Mstep: Class 30 contains 73942 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14283 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1459 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1707 members 
Mstep: Class 38 contains 7683 members 
Mstep: Class 39 contains 5168 members 
Mstep: Class 40 contains 2804 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63549 members 
Mstep: Class 43 contains 8753 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469456.000000 Penalty: 107428.984375
Iteration 278Q: 49 clusters Score -8.446946e+07 nChanged 0
Entering ConstructFrom: 
Score: -84469456.000000 Penalty: 107428.984375
Entering ConstructFrom: 
Trying to split cluster 1 (20120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Entering Unmasked Estep 
Score: -1857118.625000 Penalty: 1610.288818
	Iteration 0F: 2 clusters Score -1857119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1843452.875000 Penalty: 3220.577637
	Iteration 0F: 3 clusters Score -1843453 nChanged 9072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1848363.875000 Penalty: 3220.577637
	Iteration 1F: 3 clusters Score -1848364 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1848704.375000 Penalty: 3220.577637
	Iteration 2Q: 3 clusters Score -1848704 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1849014.125000 Penalty: 3220.577637
	Iteration 3Q: 3 clusters Score -1849014 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1849313.000000 Penalty: 3220.577637
	Iteration 4Q: 3 clusters Score -1849313 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1849650.250000 Penalty: 3220.577637
	Iteration 5Q: 3 clusters Score -1849650 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1850095.375000 Penalty: 3220.577637
	Iteration 6Q: 3 clusters Score -1850095 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1850703.500000 Penalty: 3220.577637
	Iteration 7F: 3 clusters Score -1850704 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1851434.625000 Penalty: 3220.577637
	Iteration 8F: 3 clusters Score -1851435 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1852263.625000 Penalty: 3220.577637
	Iteration 9F: 3 clusters Score -1852264 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1853097.625000 Penalty: 3220.577637
	Iteration 10F: 3 clusters Score -1853098 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1853809.500000 Penalty: 3220.577637
	Iteration 11Q: 3 clusters Score -1853810 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1854390.625000 Penalty: 3220.577637
	Iteration 12Q: 3 clusters Score -1854391 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1854816.375000 Penalty: 3220.577637
	Iteration 13Q: 3 clusters Score -1854816 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1855056.750000 Penalty: 3220.577637
	Iteration 14Q: 3 clusters Score -1855057 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1855235.875000 Penalty: 3220.577637
	Iteration 15Q: 3 clusters Score -1855236 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1855360.625000 Penalty: 3220.577637
	Iteration 16Q: 3 clusters Score -1855361 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1855456.000000 Penalty: 3220.577637
	Iteration 17Q: 3 clusters Score -1855456 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1855543.500000 Penalty: 3220.577637
	Iteration 18Q: 3 clusters Score -1855544 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1855591.125000 Penalty: 3220.577637
	Iteration 19Q: 3 clusters Score -1855591 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1855634.125000 Penalty: 3220.577637
	Iteration 20F: 3 clusters Score -1855634 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1855655.500000 Penalty: 3220.577637
	Iteration 21Q: 3 clusters Score -1855656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1855671.375000 Penalty: 3220.577637
	Iteration 22Q: 3 clusters Score -1855671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1855687.250000 Penalty: 3220.577637
	Iteration 23Q: 3 clusters Score -1855687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1855692.375000 Penalty: 3220.577637
	Iteration 24Q: 3 clusters Score -1855692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1855694.500000 Penalty: 3220.577637
	Iteration 25Q: 3 clusters Score -1855694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1855699.125000 Penalty: 3220.577637
	Iteration 26Q: 3 clusters Score -1855699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1855701.500000 Penalty: 3220.577637
	Iteration 27Q: 3 clusters Score -1855702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1855700.500000 Penalty: 3220.577637
	Iteration 28Q: 3 clusters Score -1855700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1855705.000000 Penalty: 3220.577637
	Iteration 29Q: 3 clusters Score -1855705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1855709.250000 Penalty: 3220.577637
	Iteration 30Q: 3 clusters Score -1855709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1855709.875000 Penalty: 3220.577637
	Iteration 31Q: 3 clusters Score -1855710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1855710.875000 Penalty: 3220.577637
	Iteration 32Q: 3 clusters Score -1855711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1855709.500000 Penalty: 3220.577637
	Iteration 33Q: 3 clusters Score -1855710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1855711.000000 Penalty: 3220.577637
	Iteration 34Q: 3 clusters Score -1855711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1855712.250000 Penalty: 3220.577637
	Iteration 35Q: 3 clusters Score -1855712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1855712.250000 Penalty: 3220.577637
	Iteration 36F: 3 clusters Score -1855712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (52114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52114 members 
Entering Unmasked Estep 
Score: -4665170.500000 Penalty: 1764.943237
	Iteration 0F: 2 clusters Score -4665170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -4630267.500000 Penalty: 3529.886475
	Iteration 0F: 3 clusters Score -4630268 nChanged 24317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -4644380.000000 Penalty: 3529.886475
	Iteration 1F: 3 clusters Score -4644380 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -4645254.500000 Penalty: 3529.886475
	Iteration 2Q: 3 clusters Score -4645254 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -4646720.000000 Penalty: 3529.886475
	Iteration 3F: 3 clusters Score -4646720 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -4649226.000000 Penalty: 3529.886475
	Iteration 4F: 3 clusters Score -4649226 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -4652995.500000 Penalty: 3529.886475
	Iteration 5F: 3 clusters Score -4652996 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 45592 members 
Entering Unmasked Estep 
Score: -4657277.000000 Penalty: 3529.886475
	Iteration 6F: 3 clusters Score -4657277 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 49002 members 
Entering Unmasked Estep 
Score: -4660665.000000 Penalty: 3529.886475
	Iteration 7F: 3 clusters Score -4660665 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 50910 members 
Entering Unmasked Estep 
Score: -4662526.000000 Penalty: 3529.886475
	Iteration 8Q: 3 clusters Score -4662526 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 51603 members 
Entering Unmasked Estep 
Score: -4663207.000000 Penalty: 3529.886475
	Iteration 9Q: 3 clusters Score -4663207 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 51802 members 
Entering Unmasked Estep 
Score: -4663437.500000 Penalty: 3529.886475
	Iteration 10Q: 3 clusters Score -4663438 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 51864 members 
Entering Unmasked Estep 
Score: -4663549.500000 Penalty: 3529.886475
	Iteration 11Q: 3 clusters Score -4663550 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 51891 members 
Entering Unmasked Estep 
Score: -4663592.000000 Penalty: 3529.886475
	Iteration 12Q: 3 clusters Score -4663592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 51903 members 
Entering Unmasked Estep 
Score: -4663631.000000 Penalty: 3529.886475
	Iteration 13Q: 3 clusters Score -4663631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 51905 members 
Entering Unmasked Estep 
Score: -4663639.000000 Penalty: 3529.886475
	Iteration 14Q: 3 clusters Score -4663639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 51904 members 
Entering Unmasked Estep 
Score: -4663646.500000 Penalty: 3529.886475
	Iteration 15Q: 3 clusters Score -4663646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 51901 members 
Entering Unmasked Estep 
Score: -4663654.000000 Penalty: 3529.886475
	Iteration 16Q: 3 clusters Score -4663654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 51898 members 
Entering Unmasked Estep 
Score: -4663656.500000 Penalty: 3529.886475
	Iteration 17Q: 3 clusters Score -4663656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 51901 members 
Entering Unmasked Estep 
Score: -4663660.000000 Penalty: 3529.886475
	Iteration 18Q: 3 clusters Score -4663660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 51899 members 
Entering Unmasked Estep 
Score: -4663663.000000 Penalty: 3529.886475
	Iteration 19Q: 3 clusters Score -4663663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 51901 members 
Entering Unmasked Estep 
Score: -4663666.000000 Penalty: 3529.886475
	Iteration 20F: 3 clusters Score -4663666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 51902 members 
Entering Unmasked Estep 
Score: -4663668.500000 Penalty: 3529.886475
	Iteration 21Q: 3 clusters Score -4663668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 51903 members 
Entering Unmasked Estep 
Score: -4663671.500000 Penalty: 3529.886475
	Iteration 22Q: 3 clusters Score -4663672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 51906 members 
Entering Unmasked Estep 
Score: -4663682.500000 Penalty: 3529.886475
	Iteration 23Q: 3 clusters Score -4663682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 51906 members 
Entering Unmasked Estep 
Score: -4663695.500000 Penalty: 3529.886475
	Iteration 24Q: 3 clusters Score -4663696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 51907 members 
Entering Unmasked Estep 
Score: -4663692.000000 Penalty: 3529.886475
	Iteration 25Q: 3 clusters Score -4663692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 51907 members 
Entering Unmasked Estep 
Score: -4663693.500000 Penalty: 3529.886475
	Iteration 26Q: 3 clusters Score -4663694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 51907 members 
Entering Unmasked Estep 
Score: -4663693.500000 Penalty: 3529.886475
	Iteration 27F: 3 clusters Score -4663694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Entering Unmasked Estep 
Score: -3785736.750000 Penalty: 1728.576416
	Iteration 0F: 2 clusters Score -3785737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -3757876.000000 Penalty: 3457.152832
	Iteration 0F: 3 clusters Score -3757876 nChanged 19343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -3768954.250000 Penalty: 3457.152832
	Iteration 1F: 3 clusters Score -3768954 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -3769400.000000 Penalty: 3457.152832
	Iteration 2Q: 3 clusters Score -3769400 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -3769826.000000 Penalty: 3457.152832
	Iteration 3Q: 3 clusters Score -3769826 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -3770292.500000 Penalty: 3457.152832
	Iteration 4Q: 3 clusters Score -3770292 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -3770796.250000 Penalty: 3457.152832
	Iteration 5Q: 3 clusters Score -3770796 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -3771470.250000 Penalty: 3457.152832
	Iteration 6Q: 3 clusters Score -3771470 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -3772353.500000 Penalty: 3457.152832
	Iteration 7Q: 3 clusters Score -3772354 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -3773472.500000 Penalty: 3457.152832
	Iteration 8F: 3 clusters Score -3773472 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -3774761.500000 Penalty: 3457.152832
	Iteration 9F: 3 clusters Score -3774762 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -3775989.750000 Penalty: 3457.152832
	Iteration 10F: 3 clusters Score -3775990 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -3777013.500000 Penalty: 3457.152832
	Iteration 11F: 3 clusters Score -3777014 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -3777899.500000 Penalty: 3457.152832
	Iteration 12Q: 3 clusters Score -3777900 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -3778627.000000 Penalty: 3457.152832
	Iteration 13Q: 3 clusters Score -3778627 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -3779276.000000 Penalty: 3457.152832
	Iteration 14Q: 3 clusters Score -3779276 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -3779917.250000 Penalty: 3457.152832
	Iteration 15Q: 3 clusters Score -3779917 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -3780486.750000 Penalty: 3457.152832
	Iteration 16Q: 3 clusters Score -3780487 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -3781037.750000 Penalty: 3457.152832
	Iteration 17Q: 3 clusters Score -3781038 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -3781582.250000 Penalty: 3457.152832
	Iteration 18Q: 3 clusters Score -3781582 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -3782110.500000 Penalty: 3457.152832
	Iteration 19Q: 3 clusters Score -3782110 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -3782590.250000 Penalty: 3457.152832
	Iteration 20F: 3 clusters Score -3782590 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -3782977.500000 Penalty: 3457.152832
	Iteration 21Q: 3 clusters Score -3782978 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3783318.250000 Penalty: 3457.152832
	Iteration 22Q: 3 clusters Score -3783318 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3783609.750000 Penalty: 3457.152832
	Iteration 23Q: 3 clusters Score -3783610 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3783814.500000 Penalty: 3457.152832
	Iteration 24Q: 3 clusters Score -3783814 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3783968.750000 Penalty: 3457.152832
	Iteration 25Q: 3 clusters Score -3783969 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40498 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3784086.500000 Penalty: 3457.152832
	Iteration 26Q: 3 clusters Score -3784086 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3784161.250000 Penalty: 3457.152832
	Iteration 27Q: 3 clusters Score -3784161 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3784201.750000 Penalty: 3457.152832
	Iteration 28Q: 3 clusters Score -3784202 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3784251.250000 Penalty: 3457.152832
	Iteration 29Q: 3 clusters Score -3784251 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3784279.500000 Penalty: 3457.152832
	Iteration 30Q: 3 clusters Score -3784280 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3784317.500000 Penalty: 3457.152832
	Iteration 31Q: 3 clusters Score -3784318 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3784332.000000 Penalty: 3457.152832
	Iteration 32Q: 3 clusters Score -3784332 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3784347.250000 Penalty: 3457.152832
	Iteration 33Q: 3 clusters Score -3784347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3784354.250000 Penalty: 3457.152832
	Iteration 34Q: 3 clusters Score -3784354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3784368.500000 Penalty: 3457.152832
	Iteration 35Q: 3 clusters Score -3784368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3784369.500000 Penalty: 3457.152832
	Iteration 36Q: 3 clusters Score -3784370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3784373.000000 Penalty: 3457.152832
	Iteration 37Q: 3 clusters Score -3784373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3784383.750000 Penalty: 3457.152832
	Iteration 38Q: 3 clusters Score -3784384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3784385.250000 Penalty: 3457.152832
	Iteration 39Q: 3 clusters Score -3784385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3784391.500000 Penalty: 3457.152832
	Iteration 40F: 3 clusters Score -3784392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3784391.250000 Penalty: 3457.152832
	Iteration 41Q: 3 clusters Score -3784391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3784397.250000 Penalty: 3457.152832
	Iteration 42Q: 3 clusters Score -3784397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3784398.250000 Penalty: 3457.152832
	Iteration 43Q: 3 clusters Score -3784398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3784394.250000 Penalty: 3457.152832
	Iteration 44Q: 3 clusters Score -3784394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3784398.000000 Penalty: 3457.152832
	Iteration 45Q: 3 clusters Score -3784398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3784400.250000 Penalty: 3457.152832
	Iteration 46Q: 3 clusters Score -3784400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3784399.000000 Penalty: 3457.152832
	Iteration 47Q: 3 clusters Score -3784399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3784400.750000 Penalty: 3457.152832
	Iteration 48Q: 3 clusters Score -3784401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3784399.750000 Penalty: 3457.152832
	Iteration 49Q: 3 clusters Score -3784400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3784399.750000 Penalty: 3457.152832
	Iteration 50Q: 3 clusters Score -3784400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3784403.000000 Penalty: 3457.152832
	Iteration 51Q: 3 clusters Score -3784403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41053 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3784402.750000 Penalty: 3457.152832
	Iteration 52Q: 3 clusters Score -3784403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41053 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3784400.500000 Penalty: 3457.152832
	Iteration 53Q: 3 clusters Score -3784400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3784400.000000 Penalty: 3457.152832
	Iteration 54Q: 3 clusters Score -3784400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3784400.500000 Penalty: 3457.152832
	Iteration 55Q: 3 clusters Score -3784400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3784399.000000 Penalty: 3457.152832
	Iteration 56Q: 3 clusters Score -3784399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3784403.750000 Penalty: 3457.152832
	Iteration 57Q: 3 clusters Score -3784404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3784403.750000 Penalty: 3457.152832
	Iteration 58F: 3 clusters Score -3784404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (115305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115305 members 
Entering Unmasked Estep 
Score: -10604250.000000 Penalty: 1893.992188
	Iteration 0F: 2 clusters Score -1.060425e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57969 members 
Mstep: Class 2 contains 57336 members 
Entering Unmasked Estep 
Score: -10527208.000000 Penalty: 3787.984375
	Iteration 0F: 3 clusters Score -1.052721e+07 nChanged 55574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63653 members 
Mstep: Class 2 contains 51652 members 
Entering Unmasked Estep 
Score: -10559998.000000 Penalty: 3787.984375
	Iteration 1F: 3 clusters Score -1.056e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67485 members 
Mstep: Class 2 contains 47820 members 
Entering Unmasked Estep 
Score: -10562265.000000 Penalty: 3787.984375
	Iteration 2Q: 3 clusters Score -1.056226e+07 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73241 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -10566325.000000 Penalty: 3787.984375
	Iteration 3F: 3 clusters Score -1.056632e+07 nChanged 8671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80680 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -10572525.000000 Penalty: 3787.984375
	Iteration 4F: 3 clusters Score -1.057252e+07 nChanged 9306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89018 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -10579942.000000 Penalty: 3787.984375
	Iteration 5F: 3 clusters Score -1.057994e+07 nChanged 8599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97007 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -10587020.000000 Penalty: 3787.984375
	Iteration 6F: 3 clusters Score -1.058702e+07 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103665 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -10592978.000000 Penalty: 3787.984375
	Iteration 7F: 3 clusters Score -1.059298e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108461 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -10596981.000000 Penalty: 3787.984375
	Iteration 8Q: 3 clusters Score -1.059698e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111638 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -10599609.000000 Penalty: 3787.984375
	Iteration 9Q: 3 clusters Score -1.059961e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113424 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -10601178.000000 Penalty: 3787.984375
	Iteration 10Q: 3 clusters Score -1.060118e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114284 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -10601918.000000 Penalty: 3787.984375
	Iteration 11Q: 3 clusters Score -1.060192e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114636 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -10602183.000000 Penalty: 3787.984375
	Iteration 12Q: 3 clusters Score -1.060218e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114796 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -10602394.000000 Penalty: 3787.984375
	Iteration 13Q: 3 clusters Score -1.060239e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114880 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -10602450.000000 Penalty: 3787.984375
	Iteration 14Q: 3 clusters Score -1.060245e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114924 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -10602497.000000 Penalty: 3787.984375
	Iteration 15Q: 3 clusters Score -1.06025e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114943 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -10602539.000000 Penalty: 3787.984375
	Iteration 16Q: 3 clusters Score -1.060254e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114960 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -10602559.000000 Penalty: 3787.984375
	Iteration 17Q: 3 clusters Score -1.060256e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114971 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -10602577.000000 Penalty: 3787.984375
	Iteration 18Q: 3 clusters Score -1.060258e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114979 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -10602601.000000 Penalty: 3787.984375
	Iteration 19Q: 3 clusters Score -1.06026e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114986 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -10602613.000000 Penalty: 3787.984375
	Iteration 20F: 3 clusters Score -1.060261e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114984 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -10602613.000000 Penalty: 3787.984375
	Iteration 21Q: 3 clusters Score -1.060261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114989 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -10602613.000000 Penalty: 3787.984375
	Iteration 22Q: 3 clusters Score -1.060261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114994 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -10602619.000000 Penalty: 3787.984375
	Iteration 23Q: 3 clusters Score -1.060262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114999 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -10602630.000000 Penalty: 3787.984375
	Iteration 24Q: 3 clusters Score -1.060263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115002 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -10602632.000000 Penalty: 3787.984375
	Iteration 25Q: 3 clusters Score -1.060263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115001 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -10602634.000000 Penalty: 3787.984375
	Iteration 26Q: 3 clusters Score -1.060263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115001 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -10602634.000000 Penalty: 3787.984375
	Iteration 27F: 3 clusters Score -1.060263e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Entering Unmasked Estep 
Score: -649213.187500 Penalty: 1444.691650
	Iteration 0F: 2 clusters Score -649213.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -643807.125000 Penalty: 2889.383301
	Iteration 0F: 3 clusters Score -643807.1 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -645462.937500 Penalty: 2889.383301
	Iteration 1F: 3 clusters Score -645462.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -645665.937500 Penalty: 2889.383301
	Iteration 2F: 3 clusters Score -645665.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -645820.812500 Penalty: 2889.383301
	Iteration 3Q: 3 clusters Score -645820.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -645946.687500 Penalty: 2889.383301
	Iteration 4Q: 3 clusters Score -645946.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -646048.125000 Penalty: 2889.383301
	Iteration 5Q: 3 clusters Score -646048.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -646145.375000 Penalty: 2889.383301
	Iteration 6Q: 3 clusters Score -646145.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -646253.500000 Penalty: 2889.383301
	Iteration 7Q: 3 clusters Score -646253.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -646352.937500 Penalty: 2889.383301
	Iteration 8Q: 3 clusters Score -646352.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -646458.000000 Penalty: 2889.383301
	Iteration 9Q: 3 clusters Score -646458 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -646568.687500 Penalty: 2889.383301
	Iteration 10Q: 3 clusters Score -646568.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -646691.000000 Penalty: 2889.383301
	Iteration 11Q: 3 clusters Score -646691 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -646817.937500 Penalty: 2889.383301
	Iteration 12Q: 3 clusters Score -646817.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -646969.375000 Penalty: 2889.383301
	Iteration 13Q: 3 clusters Score -646969.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -647112.312500 Penalty: 2889.383301
	Iteration 14Q: 3 clusters Score -647112.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -647253.187500 Penalty: 2889.383301
	Iteration 15Q: 3 clusters Score -647253.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -647394.625000 Penalty: 2889.383301
	Iteration 16Q: 3 clusters Score -647394.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -647508.312500 Penalty: 2889.383301
	Iteration 17Q: 3 clusters Score -647508.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -647597.062500 Penalty: 2889.383301
	Iteration 18Q: 3 clusters Score -647597.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -647686.250000 Penalty: 2889.383301
	Iteration 19Q: 3 clusters Score -647686.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -647765.437500 Penalty: 2889.383301
	Iteration 20F: 3 clusters Score -647765.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -647820.187500 Penalty: 2889.383301
	Iteration 21Q: 3 clusters Score -647820.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -647866.187500 Penalty: 2889.383301
	Iteration 22Q: 3 clusters Score -647866.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -647907.312500 Penalty: 2889.383301
	Iteration 23Q: 3 clusters Score -647907.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -647939.562500 Penalty: 2889.383301
	Iteration 24Q: 3 clusters Score -647939.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -647962.312500 Penalty: 2889.383301
	Iteration 25Q: 3 clusters Score -647962.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -647978.625000 Penalty: 2889.383301
	Iteration 26Q: 3 clusters Score -647978.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -647990.187500 Penalty: 2889.383301
	Iteration 27Q: 3 clusters Score -647990.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -647999.500000 Penalty: 2889.383301
	Iteration 28Q: 3 clusters Score -647999.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -648008.937500 Penalty: 2889.383301
	Iteration 29Q: 3 clusters Score -648008.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -648018.250000 Penalty: 2889.383301
	Iteration 30Q: 3 clusters Score -648018.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -648027.375000 Penalty: 2889.383301
	Iteration 31Q: 3 clusters Score -648027.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -648033.250000 Penalty: 2889.383301
	Iteration 32Q: 3 clusters Score -648033.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -648039.812500 Penalty: 2889.383301
	Iteration 33Q: 3 clusters Score -648039.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -648044.687500 Penalty: 2889.383301
	Iteration 34Q: 3 clusters Score -648044.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -648051.437500 Penalty: 2889.383301
	Iteration 35Q: 3 clusters Score -648051.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -648053.687500 Penalty: 2889.383301
	Iteration 36Q: 3 clusters Score -648053.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -648058.750000 Penalty: 2889.383301
	Iteration 37Q: 3 clusters Score -648058.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -648059.062500 Penalty: 2889.383301
	Iteration 38Q: 3 clusters Score -648059.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -648059.312500 Penalty: 2889.383301
	Iteration 39Q: 3 clusters Score -648059.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -648060.125000 Penalty: 2889.383301
	Iteration 40F: 3 clusters Score -648060.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -648060.562500 Penalty: 2889.383301
	Iteration 41Q: 3 clusters Score -648060.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -648060.500000 Penalty: 2889.383301
	Iteration 42Q: 3 clusters Score -648060.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -648061.250000 Penalty: 2889.383301
	Iteration 43Q: 3 clusters Score -648061.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -648062.625000 Penalty: 2889.383301
	Iteration 44Q: 3 clusters Score -648062.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -648061.437500 Penalty: 2889.383301
	Iteration 45Q: 3 clusters Score -648061.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -648061.437500 Penalty: 2889.383301
	Iteration 46F: 3 clusters Score -648061.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Entering Unmasked Estep 
Score: -1333699.250000 Penalty: 1561.644897
	Iteration 0F: 2 clusters Score -1333699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1323436.000000 Penalty: 3123.289795
	Iteration 0F: 3 clusters Score -1323436 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1326903.250000 Penalty: 3123.289795
	Iteration 1F: 3 clusters Score -1326903 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1327180.000000 Penalty: 3123.289795
	Iteration 2F: 3 clusters Score -1327180 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1327431.125000 Penalty: 3123.289795
	Iteration 3Q: 3 clusters Score -1327431 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1327681.750000 Penalty: 3123.289795
	Iteration 4Q: 3 clusters Score -1327682 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1328008.125000 Penalty: 3123.289795
	Iteration 5Q: 3 clusters Score -1328008 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1328394.125000 Penalty: 3123.289795
	Iteration 6Q: 3 clusters Score -1328394 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1328870.875000 Penalty: 3123.289795
	Iteration 7F: 3 clusters Score -1328871 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1329454.500000 Penalty: 3123.289795
	Iteration 8F: 3 clusters Score -1329454 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1330075.875000 Penalty: 3123.289795
	Iteration 9F: 3 clusters Score -1330076 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1330774.750000 Penalty: 3123.289795
	Iteration 10F: 3 clusters Score -1330775 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1331506.000000 Penalty: 3123.289795
	Iteration 11Q: 3 clusters Score -1331506 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1332185.625000 Penalty: 3123.289795
	Iteration 12Q: 3 clusters Score -1332186 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1332663.000000 Penalty: 3123.289795
	Iteration 13Q: 3 clusters Score -1332663 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1332988.750000 Penalty: 3123.289795
	Iteration 14Q: 3 clusters Score -1332989 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1333170.625000 Penalty: 3123.289795
	Iteration 15Q: 3 clusters Score -1333171 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1333265.625000 Penalty: 3123.289795
	Iteration 16Q: 3 clusters Score -1333266 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1333328.750000 Penalty: 3123.289795
	Iteration 17Q: 3 clusters Score -1333329 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1333359.125000 Penalty: 3123.289795
	Iteration 18Q: 3 clusters Score -1333359 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1333376.625000 Penalty: 3123.289795
	Iteration 19Q: 3 clusters Score -1333377 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1333399.000000 Penalty: 3123.289795
	Iteration 20F: 3 clusters Score -1333399 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1333398.625000 Penalty: 3123.289795
	Iteration 21Q: 3 clusters Score -1333399 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1333405.000000 Penalty: 3123.289795
	Iteration 22Q: 3 clusters Score -1333405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1333409.000000 Penalty: 3123.289795
	Iteration 23Q: 3 clusters Score -1333409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1333410.250000 Penalty: 3123.289795
	Iteration 24Q: 3 clusters Score -1333410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1333410.875000 Penalty: 3123.289795
	Iteration 25Q: 3 clusters Score -1333411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1333410.500000 Penalty: 3123.289795
	Iteration 26Q: 3 clusters Score -1333410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1333408.875000 Penalty: 3123.289795
	Iteration 27Q: 3 clusters Score -1333409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1333410.625000 Penalty: 3123.289795
	Iteration 28Q: 3 clusters Score -1333411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1333412.125000 Penalty: 3123.289795
	Iteration 29Q: 3 clusters Score -1333412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1333412.125000 Penalty: 3123.289795
	Iteration 30F: 3 clusters Score -1333412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Entering Unmasked Estep 
Score: -1003214.312500 Penalty: 1509.336914
	Iteration 0F: 2 clusters Score -1003214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -995459.812500 Penalty: 3018.673828
	Iteration 0F: 3 clusters Score -995459.8 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -998091.750000 Penalty: 3018.673828
	Iteration 1F: 3 clusters Score -998091.8 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -998401.812500 Penalty: 3018.673828
	Iteration 2F: 3 clusters Score -998401.8 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -998676.437500 Penalty: 3018.673828
	Iteration 3F: 3 clusters Score -998676.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -998887.312500 Penalty: 3018.673828
	Iteration 4Q: 3 clusters Score -998887.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -999052.375000 Penalty: 3018.673828
	Iteration 5Q: 3 clusters Score -999052.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -999220.437500 Penalty: 3018.673828
	Iteration 6Q: 3 clusters Score -999220.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -999441.812500 Penalty: 3018.673828
	Iteration 7Q: 3 clusters Score -999441.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -999677.000000 Penalty: 3018.673828
	Iteration 8Q: 3 clusters Score -999677 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -999942.250000 Penalty: 3018.673828
	Iteration 9Q: 3 clusters Score -999942.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1000282.187500 Penalty: 3018.673828
	Iteration 10Q: 3 clusters Score -1000282 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1000646.687500 Penalty: 3018.673828
	Iteration 11Q: 3 clusters Score -1000647 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1000919.375000 Penalty: 3018.673828
	Iteration 12Q: 3 clusters Score -1000919 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1001064.750000 Penalty: 3018.673828
	Iteration 13Q: 3 clusters Score -1001065 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1001168.437500 Penalty: 3018.673828
	Iteration 14Q: 3 clusters Score -1001168 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1001253.125000 Penalty: 3018.673828
	Iteration 15Q: 3 clusters Score -1001253 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1001323.000000 Penalty: 3018.673828
	Iteration 16Q: 3 clusters Score -1001323 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1001387.062500 Penalty: 3018.673828
	Iteration 17Q: 3 clusters Score -1001387 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1001449.875000 Penalty: 3018.673828
	Iteration 18Q: 3 clusters Score -1001450 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1001497.562500 Penalty: 3018.673828
	Iteration 19Q: 3 clusters Score -1001498 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1001543.125000 Penalty: 3018.673828
	Iteration 20F: 3 clusters Score -1001543 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1001575.875000 Penalty: 3018.673828
	Iteration 21Q: 3 clusters Score -1001576 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1001607.687500 Penalty: 3018.673828
	Iteration 22Q: 3 clusters Score -1001608 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1001640.625000 Penalty: 3018.673828
	Iteration 23Q: 3 clusters Score -1001641 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1001681.437500 Penalty: 3018.673828
	Iteration 24Q: 3 clusters Score -1001681 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1001714.187500 Penalty: 3018.673828
	Iteration 25Q: 3 clusters Score -1001714 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1001750.000000 Penalty: 3018.673828
	Iteration 26Q: 3 clusters Score -1001750 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1001774.312500 Penalty: 3018.673828
	Iteration 27Q: 3 clusters Score -1001774 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1001792.812500 Penalty: 3018.673828
	Iteration 28Q: 3 clusters Score -1001793 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1001809.500000 Penalty: 3018.673828
	Iteration 29Q: 3 clusters Score -1001810 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1001826.312500 Penalty: 3018.673828
	Iteration 30Q: 3 clusters Score -1001826 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1001839.312500 Penalty: 3018.673828
	Iteration 31Q: 3 clusters Score -1001839 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1001848.937500 Penalty: 3018.673828
	Iteration 32Q: 3 clusters Score -1001849 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1001861.000000 Penalty: 3018.673828
	Iteration 33Q: 3 clusters Score -1001861 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1001871.375000 Penalty: 3018.673828
	Iteration 34Q: 3 clusters Score -1001871 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1001884.625000 Penalty: 3018.673828
	Iteration 35Q: 3 clusters Score -1001885 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1001896.312500 Penalty: 3018.673828
	Iteration 36Q: 3 clusters Score -1001896 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1001912.437500 Penalty: 3018.673828
	Iteration 37Q: 3 clusters Score -1001912 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1001926.250000 Penalty: 3018.673828
	Iteration 38Q: 3 clusters Score -1001926 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1001937.812500 Penalty: 3018.673828
	Iteration 39Q: 3 clusters Score -1001938 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1001958.437500 Penalty: 3018.673828
	Iteration 40F: 3 clusters Score -1001958 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1001980.562500 Penalty: 3018.673828
	Iteration 41Q: 3 clusters Score -1001981 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1001998.750000 Penalty: 3018.673828
	Iteration 42Q: 3 clusters Score -1001999 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1002014.562500 Penalty: 3018.673828
	Iteration 43Q: 3 clusters Score -1002015 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1002028.375000 Penalty: 3018.673828
	Iteration 44Q: 3 clusters Score -1002028 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1002049.500000 Penalty: 3018.673828
	Iteration 45Q: 3 clusters Score -1002050 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1002069.750000 Penalty: 3018.673828
	Iteration 46Q: 3 clusters Score -1002070 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1002090.312500 Penalty: 3018.673828
	Iteration 47Q: 3 clusters Score -1002090 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1002111.750000 Penalty: 3018.673828
	Iteration 48Q: 3 clusters Score -1002112 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1002132.250000 Penalty: 3018.673828
	Iteration 49Q: 3 clusters Score -1002132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1002145.875000 Penalty: 3018.673828
	Iteration 50Q: 3 clusters Score -1002146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1002152.187500 Penalty: 3018.673828
	Iteration 51Q: 3 clusters Score -1002152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1002157.375000 Penalty: 3018.673828
	Iteration 52Q: 3 clusters Score -1002157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1002167.250000 Penalty: 3018.673828
	Iteration 53Q: 3 clusters Score -1002167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1002173.000000 Penalty: 3018.673828
	Iteration 54Q: 3 clusters Score -1002173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1002173.750000 Penalty: 3018.673828
	Iteration 55Q: 3 clusters Score -1002174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1002175.437500 Penalty: 3018.673828
	Iteration 56Q: 3 clusters Score -1002175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1002174.562500 Penalty: 3018.673828
	Iteration 57Q: 3 clusters Score -1002175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1002174.562500 Penalty: 3018.673828
	Iteration 58F: 3 clusters Score -1002175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Entering Unmasked Estep 
Score: -90176.054688 Penalty: 1134.111084
	Iteration 0F: 2 clusters Score -90176.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -88688.179688 Penalty: 2268.222168
	Iteration 0F: 3 clusters Score -88688.18 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -88984.726562 Penalty: 2268.222168
	Iteration 1F: 3 clusters Score -88984.73 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -89092.812500 Penalty: 2268.222168
	Iteration 2F: 3 clusters Score -89092.81 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -89169.414062 Penalty: 2268.222168
	Iteration 3F: 3 clusters Score -89169.41 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -89226.031250 Penalty: 2268.222168
	Iteration 4Q: 3 clusters Score -89226.03 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -89267.726562 Penalty: 2268.222168
	Iteration 5Q: 3 clusters Score -89267.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -89297.765625 Penalty: 2268.222168
	Iteration 6Q: 3 clusters Score -89297.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -89320.429688 Penalty: 2268.222168
	Iteration 7Q: 3 clusters Score -89320.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -89342.531250 Penalty: 2268.222168
	Iteration 8Q: 3 clusters Score -89342.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -89360.875000 Penalty: 2268.222168
	Iteration 9Q: 3 clusters Score -89360.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -89373.257812 Penalty: 2268.222168
	Iteration 10Q: 3 clusters Score -89373.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -89392.875000 Penalty: 2268.222168
	Iteration 11Q: 3 clusters Score -89392.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -89400.453125 Penalty: 2268.222168
	Iteration 12Q: 3 clusters Score -89400.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -89407.796875 Penalty: 2268.222168
	Iteration 13Q: 3 clusters Score -89407.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -89417.492188 Penalty: 2268.222168
	Iteration 14Q: 3 clusters Score -89417.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -89423.710938 Penalty: 2268.222168
	Iteration 15Q: 3 clusters Score -89423.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -89427.984375 Penalty: 2268.222168
	Iteration 16Q: 3 clusters Score -89427.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -89434.007812 Penalty: 2268.222168
	Iteration 17Q: 3 clusters Score -89434.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -89439.656250 Penalty: 2268.222168
	Iteration 18Q: 3 clusters Score -89439.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -89447.789062 Penalty: 2268.222168
	Iteration 19Q: 3 clusters Score -89447.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -89465.609375 Penalty: 2268.222168
	Iteration 20F: 3 clusters Score -89465.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -89500.437500 Penalty: 2268.222168
	Iteration 21Q: 3 clusters Score -89500.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -89559.742188 Penalty: 2268.222168
	Iteration 22Q: 3 clusters Score -89559.74 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -89620.335938 Penalty: 2268.222168
	Iteration 23Q: 3 clusters Score -89620.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -89648.671875 Penalty: 2268.222168
	Iteration 24Q: 3 clusters Score -89648.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -89657.109375 Penalty: 2268.222168
	Iteration 25Q: 3 clusters Score -89657.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -89661.812500 Penalty: 2268.222168
	Iteration 26Q: 3 clusters Score -89661.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -89666.664062 Penalty: 2268.222168
	Iteration 27Q: 3 clusters Score -89666.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -89668.843750 Penalty: 2268.222168
	Iteration 28Q: 3 clusters Score -89668.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -89670.273438 Penalty: 2268.222168
	Iteration 29Q: 3 clusters Score -89670.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -89674.617188 Penalty: 2268.222168
	Iteration 30Q: 3 clusters Score -89674.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -89679.695312 Penalty: 2268.222168
	Iteration 31Q: 3 clusters Score -89679.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -89683.679688 Penalty: 2268.222168
	Iteration 32Q: 3 clusters Score -89683.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -89687.335938 Penalty: 2268.222168
	Iteration 33Q: 3 clusters Score -89687.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -89691.554688 Penalty: 2268.222168
	Iteration 34Q: 3 clusters Score -89691.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -89696.492188 Penalty: 2268.222168
	Iteration 35Q: 3 clusters Score -89696.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -89710.390625 Penalty: 2268.222168
	Iteration 36Q: 3 clusters Score -89710.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -89726.750000 Penalty: 2268.222168
	Iteration 37Q: 3 clusters Score -89726.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -89762.804688 Penalty: 2268.222168
	Iteration 38Q: 3 clusters Score -89762.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -89863.445312 Penalty: 2268.222168
	Iteration 39Q: 3 clusters Score -89863.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -90133.710938 Penalty: 2268.222168
	Iteration 40F: 3 clusters Score -90133.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -90363.562500 Penalty: 2268.222168
	Iteration 41Q: 3 clusters Score -90363.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -90463.187500 Penalty: 2268.222168
	Iteration 42Q: 3 clusters Score -90463.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -90542.796875 Penalty: 2268.222168
	Iteration 43Q: 3 clusters Score -90542.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -90565.468750 Penalty: 2268.222168
	Iteration 44Q: 3 clusters Score -90565.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -90568.531250 Penalty: 2268.222168
	Iteration 45Q: 3 clusters Score -90568.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -90568.796875 Penalty: 2268.222168
	Iteration 46Q: 3 clusters Score -90568.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -90569.992188 Penalty: 2268.222168
	Iteration 47Q: 3 clusters Score -90569.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -90569.992188 Penalty: 2268.222168
	Iteration 48F: 3 clusters Score -90569.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41664 members 
Mstep: Class 4 contains 115305 members 
Mstep: Class 5 contains 7262 members 
Mstep: Class 6 contains 14915 members 
Mstep: Class 7 contains 10810 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 124312 members 
Mstep: Class 10 contains 26440 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 40191 members 
Mstep: Class 13 contains 4431 members 
Mstep: Class 14 contains 1462 members 
Mstep: Class 15 contains 17509 members 
Mstep: Class 16 contains 24034 members 
Mstep: Class 17 contains 86569 members 
Mstep: Class 18 contains 61166 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2495 members 
Mstep: Class 23 contains 60979 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 12986 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7128 members 
Mstep: Class 29 contains 2743 members 
Mstep: Class 30 contains 73942 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14283 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1459 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1707 members 
Mstep: Class 38 contains 7683 members 
Mstep: Class 39 contains 5168 members 
Mstep: Class 40 contains 2804 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63549 members 
Mstep: Class 43 contains 8753 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 1685 members 
Mstep: Class 49 contains 505 members 
Entering Unmasked Estep 
Score: -84468728.000000 Penalty: 109667.085938
Splitting cluster 8 changes total score from -84469456.000000 to -84468728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (124312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124312 members 
Entering Unmasked Estep 
Score: -11787215.000000 Penalty: 1906.214355
	Iteration 0F: 2 clusters Score -1.178722e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61787 members 
Mstep: Class 2 contains 62525 members 
Entering Unmasked Estep 
Score: -11703745.000000 Penalty: 3812.428711
	Iteration 0F: 3 clusters Score -1.170374e+07 nChanged 59829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56396 members 
Mstep: Class 2 contains 67916 members 
Entering Unmasked Estep 
Score: -11738808.000000 Penalty: 3812.428711
	Iteration 1F: 3 clusters Score -1.173881e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52933 members 
Mstep: Class 2 contains 71379 members 
Entering Unmasked Estep 
Score: -11740165.000000 Penalty: 3812.428711
	Iteration 2Q: 3 clusters Score -1.174016e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47624 members 
Mstep: Class 2 contains 76688 members 
Entering Unmasked Estep 
Score: -11742735.000000 Penalty: 3812.428711
	Iteration 3Q: 3 clusters Score -1.174274e+07 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 84646 members 
Entering Unmasked Estep 
Score: -11748038.000000 Penalty: 3812.428711
	Iteration 4F: 3 clusters Score -1.174804e+07 nChanged 10830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 95450 members 
Entering Unmasked Estep 
Score: -11756872.000000 Penalty: 3812.428711
	Iteration 5F: 3 clusters Score -1.175687e+07 nChanged 12327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 107771 members 
Entering Unmasked Estep 
Score: -11769010.000000 Penalty: 3812.428711
	Iteration 6F: 3 clusters Score -1.176901e+07 nChanged 9840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 117609 members 
Entering Unmasked Estep 
Score: -11779156.000000 Penalty: 3812.428711
	Iteration 7F: 3 clusters Score -1.177916e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 122323 members 
Entering Unmasked Estep 
Score: -11783801.000000 Penalty: 3812.428711
	Iteration 8Q: 3 clusters Score -1.17838e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 123714 members 
Entering Unmasked Estep 
Score: -11785129.000000 Penalty: 3812.428711
	Iteration 9Q: 3 clusters Score -1.178513e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 123962 members 
Entering Unmasked Estep 
Score: -11785487.000000 Penalty: 3812.428711
	Iteration 10Q: 3 clusters Score -1.178549e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 123995 members 
Entering Unmasked Estep 
Score: -11785618.000000 Penalty: 3812.428711
	Iteration 11Q: 3 clusters Score -1.178562e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 124004 members 
Entering Unmasked Estep 
Score: -11785684.000000 Penalty: 3812.428711
	Iteration 12Q: 3 clusters Score -1.178568e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 124010 members 
Entering Unmasked Estep 
Score: -11785719.000000 Penalty: 3812.428711
	Iteration 13Q: 3 clusters Score -1.178572e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 124007 members 
Entering Unmasked Estep 
Score: -11785755.000000 Penalty: 3812.428711
	Iteration 14Q: 3 clusters Score -1.178576e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 124006 members 
Entering Unmasked Estep 
Score: -11785760.000000 Penalty: 3812.428711
	Iteration 15Q: 3 clusters Score -1.178576e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 124011 members 
Entering Unmasked Estep 
Score: -11785781.000000 Penalty: 3812.428711
	Iteration 16Q: 3 clusters Score -1.178578e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 124008 members 
Entering Unmasked Estep 
Score: -11785787.000000 Penalty: 3812.428711
	Iteration 17Q: 3 clusters Score -1.178579e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 124007 members 
Entering Unmasked Estep 
Score: -11785807.000000 Penalty: 3812.428711
	Iteration 18Q: 3 clusters Score -1.178581e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 123997 members 
Entering Unmasked Estep 
Score: -11785815.000000 Penalty: 3812.428711
	Iteration 19Q: 3 clusters Score -1.178582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 123995 members 
Entering Unmasked Estep 
Score: -11785831.000000 Penalty: 3812.428711
	Iteration 20F: 3 clusters Score -1.178583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 123996 members 
Entering Unmasked Estep 
Score: -11785844.000000 Penalty: 3812.428711
	Iteration 21Q: 3 clusters Score -1.178584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 123996 members 
Entering Unmasked Estep 
Score: -11785838.000000 Penalty: 3812.428711
	Iteration 22Q: 3 clusters Score -1.178584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 123994 members 
Entering Unmasked Estep 
Score: -11785844.000000 Penalty: 3812.428711
	Iteration 23Q: 3 clusters Score -1.178584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 123992 members 
Entering Unmasked Estep 
Score: -11785843.000000 Penalty: 3812.428711
	Iteration 24Q: 3 clusters Score -1.178584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 123991 members 
Entering Unmasked Estep 
Score: -11785841.000000 Penalty: 3812.428711
	Iteration 25Q: 3 clusters Score -1.178584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 123990 members 
Entering Unmasked Estep 
Score: -11785856.000000 Penalty: 3812.428711
	Iteration 26Q: 3 clusters Score -1.178586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 123990 members 
Entering Unmasked Estep 
Score: -11785860.000000 Penalty: 3812.428711
	Iteration 27Q: 3 clusters Score -1.178586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 123989 members 
Entering Unmasked Estep 
Score: -11785858.000000 Penalty: 3812.428711
	Iteration 28Q: 3 clusters Score -1.178586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 123989 members 
Entering Unmasked Estep 
Score: -11785872.000000 Penalty: 3812.428711
	Iteration 29Q: 3 clusters Score -1.178587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 123985 members 
Entering Unmasked Estep 
Score: -11785864.000000 Penalty: 3812.428711
	Iteration 30Q: 3 clusters Score -1.178586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 123983 members 
Entering Unmasked Estep 
Score: -11785872.000000 Penalty: 3812.428711
	Iteration 31Q: 3 clusters Score -1.178587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 123981 members 
Entering Unmasked Estep 
Score: -11785879.000000 Penalty: 3812.428711
	Iteration 32Q: 3 clusters Score -1.178588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 123981 members 
Entering Unmasked Estep 
Score: -11785879.000000 Penalty: 3812.428711
	Iteration 33F: 3 clusters Score -1.178588e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Entering Unmasked Estep 
Score: -2452011.000000 Penalty: 1654.677979
	Iteration 0F: 2 clusters Score -2452011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2434154.500000 Penalty: 3309.355957
	Iteration 0F: 3 clusters Score -2434154 nChanged 12121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -2440894.750000 Penalty: 3309.355957
	Iteration 1F: 3 clusters Score -2440895 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -2441359.250000 Penalty: 3309.355957
	Iteration 2Q: 3 clusters Score -2441359 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -2441862.500000 Penalty: 3309.355957
	Iteration 3Q: 3 clusters Score -2441862 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -2442536.750000 Penalty: 3309.355957
	Iteration 4F: 3 clusters Score -2442537 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -2443428.250000 Penalty: 3309.355957
	Iteration 5F: 3 clusters Score -2443428 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -2444730.750000 Penalty: 3309.355957
	Iteration 6F: 3 clusters Score -2444731 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -2446490.000000 Penalty: 3309.355957
	Iteration 7F: 3 clusters Score -2446490 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -2448222.500000 Penalty: 3309.355957
	Iteration 8F: 3 clusters Score -2448222 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -2449458.500000 Penalty: 3309.355957
	Iteration 9Q: 3 clusters Score -2449458 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -2450034.000000 Penalty: 3309.355957
	Iteration 10Q: 3 clusters Score -2450034 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -2450282.000000 Penalty: 3309.355957
	Iteration 11Q: 3 clusters Score -2450282 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -2450400.000000 Penalty: 3309.355957
	Iteration 12Q: 3 clusters Score -2450400 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -2450463.750000 Penalty: 3309.355957
	Iteration 13Q: 3 clusters Score -2450464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -2450502.500000 Penalty: 3309.355957
	Iteration 14Q: 3 clusters Score -2450502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -2450522.250000 Penalty: 3309.355957
	Iteration 15Q: 3 clusters Score -2450522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -2450532.500000 Penalty: 3309.355957
	Iteration 16Q: 3 clusters Score -2450532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -2450540.500000 Penalty: 3309.355957
	Iteration 17Q: 3 clusters Score -2450540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -2450547.500000 Penalty: 3309.355957
	Iteration 18Q: 3 clusters Score -2450548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -2450553.000000 Penalty: 3309.355957
	Iteration 19Q: 3 clusters Score -2450553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -2450555.250000 Penalty: 3309.355957
	Iteration 20F: 3 clusters Score -2450555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -730644.000000 Penalty: 1477.707153
	Iteration 0F: 2 clusters Score -730644 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 4529 members 
Entering Unmasked Estep 
Score: -724206.875000 Penalty: 2955.414307
	Iteration 0F: 3 clusters Score -724206.9 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -726522.062500 Penalty: 2955.414307
	Iteration 1F: 3 clusters Score -726522.1 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -727013.125000 Penalty: 2955.414307
	Iteration 2F: 3 clusters Score -727013.1 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -727473.500000 Penalty: 2955.414307
	Iteration 3F: 3 clusters Score -727473.5 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -727953.312500 Penalty: 2955.414307
	Iteration 4F: 3 clusters Score -727953.3 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -728369.812500 Penalty: 2955.414307
	Iteration 5F: 3 clusters Score -728369.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -728710.562500 Penalty: 2955.414307
	Iteration 6F: 3 clusters Score -728710.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -728996.250000 Penalty: 2955.414307
	Iteration 7Q: 3 clusters Score -728996.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -729295.437500 Penalty: 2955.414307
	Iteration 8Q: 3 clusters Score -729295.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -729606.437500 Penalty: 2955.414307
	Iteration 9Q: 3 clusters Score -729606.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -729814.500000 Penalty: 2955.414307
	Iteration 10Q: 3 clusters Score -729814.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -729913.062500 Penalty: 2955.414307
	Iteration 11Q: 3 clusters Score -729913.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -729957.687500 Penalty: 2955.414307
	Iteration 12Q: 3 clusters Score -729957.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -729973.937500 Penalty: 2955.414307
	Iteration 13Q: 3 clusters Score -729973.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -729982.625000 Penalty: 2955.414307
	Iteration 14Q: 3 clusters Score -729982.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -729987.250000 Penalty: 2955.414307
	Iteration 15Q: 3 clusters Score -729987.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -729991.562500 Penalty: 2955.414307
	Iteration 16Q: 3 clusters Score -729991.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -729995.812500 Penalty: 2955.414307
	Iteration 17Q: 3 clusters Score -729995.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -729996.625000 Penalty: 2955.414307
	Iteration 18Q: 3 clusters Score -729996.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -729998.000000 Penalty: 2955.414307
	Iteration 19Q: 3 clusters Score -729998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -730000.062500 Penalty: 2955.414307
	Iteration 20F: 3 clusters Score -730000.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -730000.625000 Penalty: 2955.414307
	Iteration 21Q: 3 clusters Score -730000.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -730001.312500 Penalty: 2955.414307
	Iteration 22Q: 3 clusters Score -730001.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -730000.500000 Penalty: 2955.414307
	Iteration 23Q: 3 clusters Score -730000.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -730001.375000 Penalty: 2955.414307
	Iteration 24Q: 3 clusters Score -730001.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -730003.437500 Penalty: 2955.414307
	Iteration 25Q: 3 clusters Score -730003.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -730003.437500 Penalty: 2955.414307
	Iteration 26F: 3 clusters Score -730003.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (40191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Entering Unmasked Estep 
Score: -3731317.000000 Penalty: 1722.727295
	Iteration 0F: 2 clusters Score -3731317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -3704416.250000 Penalty: 3445.454590
	Iteration 0F: 3 clusters Score -3704416 nChanged 18681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -3715033.250000 Penalty: 3445.454590
	Iteration 1F: 3 clusters Score -3715033 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -3715713.250000 Penalty: 3445.454590
	Iteration 2Q: 3 clusters Score -3715713 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -3716468.500000 Penalty: 3445.454590
	Iteration 3Q: 3 clusters Score -3716468 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -3717544.750000 Penalty: 3445.454590
	Iteration 4Q: 3 clusters Score -3717545 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -3718856.250000 Penalty: 3445.454590
	Iteration 5F: 3 clusters Score -3718856 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -3720358.750000 Penalty: 3445.454590
	Iteration 6F: 3 clusters Score -3720359 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -3722233.750000 Penalty: 3445.454590
	Iteration 7F: 3 clusters Score -3722234 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -3724326.000000 Penalty: 3445.454590
	Iteration 8F: 3 clusters Score -3724326 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
Score: -3726247.500000 Penalty: 3445.454590
	Iteration 9F: 3 clusters Score -3726248 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -3727679.250000 Penalty: 3445.454590
	Iteration 10Q: 3 clusters Score -3727679 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 38378 members 
Entering Unmasked Estep 
Score: -3728611.250000 Penalty: 3445.454590
	Iteration 11Q: 3 clusters Score -3728611 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -3729153.000000 Penalty: 3445.454590
	Iteration 12Q: 3 clusters Score -3729153 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -3729443.500000 Penalty: 3445.454590
	Iteration 13Q: 3 clusters Score -3729444 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -3729599.750000 Penalty: 3445.454590
	Iteration 14Q: 3 clusters Score -3729600 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -3729703.000000 Penalty: 3445.454590
	Iteration 15Q: 3 clusters Score -3729703 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -3729764.000000 Penalty: 3445.454590
	Iteration 16Q: 3 clusters Score -3729764 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -3729799.750000 Penalty: 3445.454590
	Iteration 17Q: 3 clusters Score -3729800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -3729822.000000 Penalty: 3445.454590
	Iteration 18Q: 3 clusters Score -3729822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -3729831.000000 Penalty: 3445.454590
	Iteration 19Q: 3 clusters Score -3729831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -3729841.000000 Penalty: 3445.454590
	Iteration 20F: 3 clusters Score -3729841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -3729847.250000 Penalty: 3445.454590
	Iteration 21Q: 3 clusters Score -3729847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 39844 members 
Entering Unmasked Estep 
Score: -3729852.250000 Penalty: 3445.454590
	Iteration 22Q: 3 clusters Score -3729852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -3729854.000000 Penalty: 3445.454590
	Iteration 23Q: 3 clusters Score -3729854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -3729854.000000 Penalty: 3445.454590
	Iteration 24Q: 3 clusters Score -3729854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -3729856.000000 Penalty: 3445.454590
	Iteration 25Q: 3 clusters Score -3729856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 39854 members 
Entering Unmasked Estep 
Score: -3729860.000000 Penalty: 3445.454590
	Iteration 26Q: 3 clusters Score -3729860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -3729862.250000 Penalty: 3445.454590
	Iteration 27Q: 3 clusters Score -3729862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -3729865.500000 Penalty: 3445.454590
	Iteration 28Q: 3 clusters Score -3729866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -3729866.500000 Penalty: 3445.454590
	Iteration 29Q: 3 clusters Score -3729866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -3729865.750000 Penalty: 3445.454590
	Iteration 30Q: 3 clusters Score -3729866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -3729866.750000 Penalty: 3445.454590
	Iteration 31Q: 3 clusters Score -3729867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -3729867.250000 Penalty: 3445.454590
	Iteration 32Q: 3 clusters Score -3729867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -3729867.250000 Penalty: 3445.454590
	Iteration 33F: 3 clusters Score -3729867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Entering Unmasked Estep 
Score: -387254.125000 Penalty: 1364.411865
	Iteration 0F: 2 clusters Score -387254.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -383623.625000 Penalty: 2728.823730
	Iteration 0F: 3 clusters Score -383623.6 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -384665.250000 Penalty: 2728.823730
	Iteration 1F: 3 clusters Score -384665.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -384948.968750 Penalty: 2728.823730
	Iteration 2F: 3 clusters Score -384949 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -385190.281250 Penalty: 2728.823730
	Iteration 3F: 3 clusters Score -385190.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -385401.687500 Penalty: 2728.823730
	Iteration 4F: 3 clusters Score -385401.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -385577.000000 Penalty: 2728.823730
	Iteration 5Q: 3 clusters Score -385577 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -385713.656250 Penalty: 2728.823730
	Iteration 6Q: 3 clusters Score -385713.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -385828.656250 Penalty: 2728.823730
	Iteration 7Q: 3 clusters Score -385828.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -385926.343750 Penalty: 2728.823730
	Iteration 8Q: 3 clusters Score -385926.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -386011.343750 Penalty: 2728.823730
	Iteration 9Q: 3 clusters Score -386011.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -386084.750000 Penalty: 2728.823730
	Iteration 10Q: 3 clusters Score -386084.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -386151.250000 Penalty: 2728.823730
	Iteration 11Q: 3 clusters Score -386151.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -386208.750000 Penalty: 2728.823730
	Iteration 12Q: 3 clusters Score -386208.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -386251.812500 Penalty: 2728.823730
	Iteration 13Q: 3 clusters Score -386251.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -386286.187500 Penalty: 2728.823730
	Iteration 14Q: 3 clusters Score -386286.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -386313.593750 Penalty: 2728.823730
	Iteration 15Q: 3 clusters Score -386313.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -386336.593750 Penalty: 2728.823730
	Iteration 16Q: 3 clusters Score -386336.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -386364.906250 Penalty: 2728.823730
	Iteration 17Q: 3 clusters Score -386364.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -386386.593750 Penalty: 2728.823730
	Iteration 18Q: 3 clusters Score -386386.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -386404.656250 Penalty: 2728.823730
	Iteration 19Q: 3 clusters Score -386404.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -386419.906250 Penalty: 2728.823730
	Iteration 20F: 3 clusters Score -386419.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -386430.687500 Penalty: 2728.823730
	Iteration 21Q: 3 clusters Score -386430.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -386437.781250 Penalty: 2728.823730
	Iteration 22Q: 3 clusters Score -386437.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -386443.812500 Penalty: 2728.823730
	Iteration 23Q: 3 clusters Score -386443.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -386451.156250 Penalty: 2728.823730
	Iteration 24Q: 3 clusters Score -386451.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -386455.593750 Penalty: 2728.823730
	Iteration 25Q: 3 clusters Score -386455.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -386459.406250 Penalty: 2728.823730
	Iteration 26Q: 3 clusters Score -386459.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -386462.875000 Penalty: 2728.823730
	Iteration 27Q: 3 clusters Score -386462.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -386467.343750 Penalty: 2728.823730
	Iteration 28Q: 3 clusters Score -386467.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -386471.750000 Penalty: 2728.823730
	Iteration 29Q: 3 clusters Score -386471.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -386479.375000 Penalty: 2728.823730
	Iteration 30Q: 3 clusters Score -386479.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -386486.781250 Penalty: 2728.823730
	Iteration 31Q: 3 clusters Score -386486.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -386498.093750 Penalty: 2728.823730
	Iteration 32Q: 3 clusters Score -386498.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -386510.531250 Penalty: 2728.823730
	Iteration 33Q: 3 clusters Score -386510.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -386520.656250 Penalty: 2728.823730
	Iteration 34Q: 3 clusters Score -386520.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -386529.593750 Penalty: 2728.823730
	Iteration 35Q: 3 clusters Score -386529.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -386540.750000 Penalty: 2728.823730
	Iteration 36Q: 3 clusters Score -386540.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -386552.218750 Penalty: 2728.823730
	Iteration 37Q: 3 clusters Score -386552.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -386561.125000 Penalty: 2728.823730
	Iteration 38Q: 3 clusters Score -386561.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -386569.437500 Penalty: 2728.823730
	Iteration 39Q: 3 clusters Score -386569.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -386578.250000 Penalty: 2728.823730
	Iteration 40F: 3 clusters Score -386578.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -386587.093750 Penalty: 2728.823730
	Iteration 41Q: 3 clusters Score -386587.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -386592.062500 Penalty: 2728.823730
	Iteration 42Q: 3 clusters Score -386592.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -386593.562500 Penalty: 2728.823730
	Iteration 43Q: 3 clusters Score -386593.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -386596.687500 Penalty: 2728.823730
	Iteration 44Q: 3 clusters Score -386596.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -386598.375000 Penalty: 2728.823730
	Iteration 45Q: 3 clusters Score -386598.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -386599.375000 Penalty: 2728.823730
	Iteration 46Q: 3 clusters Score -386599.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -386601.062500 Penalty: 2728.823730
	Iteration 47Q: 3 clusters Score -386601.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -386601.125000 Penalty: 2728.823730
	Iteration 48Q: 3 clusters Score -386601.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -386602.218750 Penalty: 2728.823730
	Iteration 49Q: 3 clusters Score -386602.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -386602.000000 Penalty: 2728.823730
	Iteration 50Q: 3 clusters Score -386602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -386603.343750 Penalty: 2728.823730
	Iteration 51Q: 3 clusters Score -386603.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -386602.687500 Penalty: 2728.823730
	Iteration 52Q: 3 clusters Score -386602.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -386603.468750 Penalty: 2728.823730
	Iteration 53Q: 3 clusters Score -386603.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -386603.468750 Penalty: 2728.823730
	Iteration 54F: 3 clusters Score -386603.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Entering Unmasked Estep 
Score: -116015.578125 Penalty: 1184.228516
	Iteration 0F: 2 clusters Score -116015.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -114301.421875 Penalty: 2368.457031
	Iteration 0F: 3 clusters Score -114301.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -114875.437500 Penalty: 2368.457031
	Iteration 1F: 3 clusters Score -114875.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -115270.359375 Penalty: 2368.457031
	Iteration 2F: 3 clusters Score -115270.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -115503.867188 Penalty: 2368.457031
	Iteration 3F: 3 clusters Score -115503.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -115624.398438 Penalty: 2368.457031
	Iteration 4F: 3 clusters Score -115624.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -115688.296875 Penalty: 2368.457031
	Iteration 5Q: 3 clusters Score -115688.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -115726.304688 Penalty: 2368.457031
	Iteration 6Q: 3 clusters Score -115726.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -115746.359375 Penalty: 2368.457031
	Iteration 7Q: 3 clusters Score -115746.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -115757.148438 Penalty: 2368.457031
	Iteration 8Q: 3 clusters Score -115757.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -115762.851562 Penalty: 2368.457031
	Iteration 9Q: 3 clusters Score -115762.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -115770.812500 Penalty: 2368.457031
	Iteration 10Q: 3 clusters Score -115770.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -115774.687500 Penalty: 2368.457031
	Iteration 11Q: 3 clusters Score -115774.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -115778.242188 Penalty: 2368.457031
	Iteration 12Q: 3 clusters Score -115778.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -115780.242188 Penalty: 2368.457031
	Iteration 13Q: 3 clusters Score -115780.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -115780.578125 Penalty: 2368.457031
	Iteration 14Q: 3 clusters Score -115780.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -115782.023438 Penalty: 2368.457031
	Iteration 15Q: 3 clusters Score -115782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -115782.023438 Penalty: 2368.457031
	Iteration 16F: 3 clusters Score -115782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Entering Unmasked Estep 
Score: -1451001.375000 Penalty: 1587.701416
	Iteration 0F: 2 clusters Score -1451001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1438987.125000 Penalty: 3175.402832
	Iteration 0F: 3 clusters Score -1438987 nChanged 7887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1443661.250000 Penalty: 3175.402832
	Iteration 1F: 3 clusters Score -1443661 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1444264.500000 Penalty: 3175.402832
	Iteration 2F: 3 clusters Score -1444264 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1444812.500000 Penalty: 3175.402832
	Iteration 3F: 3 clusters Score -1444812 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1445294.250000 Penalty: 3175.402832
	Iteration 4F: 3 clusters Score -1445294 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1445713.500000 Penalty: 3175.402832
	Iteration 5Q: 3 clusters Score -1445714 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1446083.125000 Penalty: 3175.402832
	Iteration 6Q: 3 clusters Score -1446083 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1446407.250000 Penalty: 3175.402832
	Iteration 7Q: 3 clusters Score -1446407 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1446696.500000 Penalty: 3175.402832
	Iteration 8Q: 3 clusters Score -1446696 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1446960.375000 Penalty: 3175.402832
	Iteration 9Q: 3 clusters Score -1446960 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1447217.250000 Penalty: 3175.402832
	Iteration 10Q: 3 clusters Score -1447217 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1447476.500000 Penalty: 3175.402832
	Iteration 11Q: 3 clusters Score -1447476 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1447698.750000 Penalty: 3175.402832
	Iteration 12Q: 3 clusters Score -1447699 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1447898.250000 Penalty: 3175.402832
	Iteration 13Q: 3 clusters Score -1447898 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1448074.000000 Penalty: 3175.402832
	Iteration 14Q: 3 clusters Score -1448074 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1448244.000000 Penalty: 3175.402832
	Iteration 15Q: 3 clusters Score -1448244 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1448427.625000 Penalty: 3175.402832
	Iteration 16Q: 3 clusters Score -1448428 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1448614.625000 Penalty: 3175.402832
	Iteration 17Q: 3 clusters Score -1448615 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1448793.750000 Penalty: 3175.402832
	Iteration 18Q: 3 clusters Score -1448794 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1448957.125000 Penalty: 3175.402832
	Iteration 19Q: 3 clusters Score -1448957 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1449102.000000 Penalty: 3175.402832
	Iteration 20F: 3 clusters Score -1449102 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1449248.750000 Penalty: 3175.402832
	Iteration 21Q: 3 clusters Score -1449249 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1449376.500000 Penalty: 3175.402832
	Iteration 22Q: 3 clusters Score -1449376 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1449460.000000 Penalty: 3175.402832
	Iteration 23Q: 3 clusters Score -1449460 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1449529.375000 Penalty: 3175.402832
	Iteration 24Q: 3 clusters Score -1449529 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1449594.500000 Penalty: 3175.402832
	Iteration 25Q: 3 clusters Score -1449594 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1449648.500000 Penalty: 3175.402832
	Iteration 26Q: 3 clusters Score -1449648 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1449698.375000 Penalty: 3175.402832
	Iteration 27Q: 3 clusters Score -1449698 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1449723.125000 Penalty: 3175.402832
	Iteration 28Q: 3 clusters Score -1449723 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1449745.000000 Penalty: 3175.402832
	Iteration 29Q: 3 clusters Score -1449745 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1449763.875000 Penalty: 3175.402832
	Iteration 30Q: 3 clusters Score -1449764 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1449786.125000 Penalty: 3175.402832
	Iteration 31Q: 3 clusters Score -1449786 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1449814.625000 Penalty: 3175.402832
	Iteration 32Q: 3 clusters Score -1449815 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1449834.875000 Penalty: 3175.402832
	Iteration 33Q: 3 clusters Score -1449835 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1449852.000000 Penalty: 3175.402832
	Iteration 34Q: 3 clusters Score -1449852 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1449873.625000 Penalty: 3175.402832
	Iteration 35Q: 3 clusters Score -1449874 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1449889.875000 Penalty: 3175.402832
	Iteration 36Q: 3 clusters Score -1449890 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1449913.500000 Penalty: 3175.402832
	Iteration 37Q: 3 clusters Score -1449914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1449927.500000 Penalty: 3175.402832
	Iteration 38Q: 3 clusters Score -1449928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1449937.750000 Penalty: 3175.402832
	Iteration 39Q: 3 clusters Score -1449938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1449943.750000 Penalty: 3175.402832
	Iteration 40F: 3 clusters Score -1449944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1449945.875000 Penalty: 3175.402832
	Iteration 41Q: 3 clusters Score -1449946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1449950.125000 Penalty: 3175.402832
	Iteration 42Q: 3 clusters Score -1449950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1449956.875000 Penalty: 3175.402832
	Iteration 43Q: 3 clusters Score -1449957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1449963.875000 Penalty: 3175.402832
	Iteration 44Q: 3 clusters Score -1449964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1449971.500000 Penalty: 3175.402832
	Iteration 45Q: 3 clusters Score -1449972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1449977.625000 Penalty: 3175.402832
	Iteration 46Q: 3 clusters Score -1449978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1449982.000000 Penalty: 3175.402832
	Iteration 47Q: 3 clusters Score -1449982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1449982.250000 Penalty: 3175.402832
	Iteration 48Q: 3 clusters Score -1449982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1449984.375000 Penalty: 3175.402832
	Iteration 49Q: 3 clusters Score -1449984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1449984.250000 Penalty: 3175.402832
	Iteration 50Q: 3 clusters Score -1449984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1449985.500000 Penalty: 3175.402832
	Iteration 51Q: 3 clusters Score -1449986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1449987.500000 Penalty: 3175.402832
	Iteration 52Q: 3 clusters Score -1449988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1449990.875000 Penalty: 3175.402832
	Iteration 53Q: 3 clusters Score -1449991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1449996.875000 Penalty: 3175.402832
	Iteration 54Q: 3 clusters Score -1449997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1449996.750000 Penalty: 3175.402832
	Iteration 55Q: 3 clusters Score -1449997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1449998.125000 Penalty: 3175.402832
	Iteration 56Q: 3 clusters Score -1449998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1449998.125000 Penalty: 3175.402832
	Iteration 57F: 3 clusters Score -1449998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Entering Unmasked Estep 
Score: -1979770.125000 Penalty: 1639.174072
	Iteration 0F: 2 clusters Score -1979770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1963625.000000 Penalty: 3278.348145
	Iteration 0F: 3 clusters Score -1963625 nChanged 10920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1969829.000000 Penalty: 3278.348145
	Iteration 1F: 3 clusters Score -1969829 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1970327.125000 Penalty: 3278.348145
	Iteration 2F: 3 clusters Score -1970327 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1970768.250000 Penalty: 3278.348145
	Iteration 3Q: 3 clusters Score -1970768 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1971229.000000 Penalty: 3278.348145
	Iteration 4Q: 3 clusters Score -1971229 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1971713.500000 Penalty: 3278.348145
	Iteration 5Q: 3 clusters Score -1971714 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1972237.000000 Penalty: 3278.348145
	Iteration 6Q: 3 clusters Score -1972237 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1972851.750000 Penalty: 3278.348145
	Iteration 7Q: 3 clusters Score -1972852 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1973548.875000 Penalty: 3278.348145
	Iteration 8Q: 3 clusters Score -1973549 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1974236.250000 Penalty: 3278.348145
	Iteration 9Q: 3 clusters Score -1974236 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1974830.750000 Penalty: 3278.348145
	Iteration 10Q: 3 clusters Score -1974831 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1975318.250000 Penalty: 3278.348145
	Iteration 11Q: 3 clusters Score -1975318 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1975677.875000 Penalty: 3278.348145
	Iteration 12Q: 3 clusters Score -1975678 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1975910.625000 Penalty: 3278.348145
	Iteration 13Q: 3 clusters Score -1975911 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1976058.250000 Penalty: 3278.348145
	Iteration 14Q: 3 clusters Score -1976058 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1976158.250000 Penalty: 3278.348145
	Iteration 15Q: 3 clusters Score -1976158 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1976234.000000 Penalty: 3278.348145
	Iteration 16Q: 3 clusters Score -1976234 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1976302.875000 Penalty: 3278.348145
	Iteration 17Q: 3 clusters Score -1976303 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1976363.875000 Penalty: 3278.348145
	Iteration 18Q: 3 clusters Score -1976364 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1976430.250000 Penalty: 3278.348145
	Iteration 19Q: 3 clusters Score -1976430 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1976481.875000 Penalty: 3278.348145
	Iteration 20F: 3 clusters Score -1976482 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1976559.250000 Penalty: 3278.348145
	Iteration 21Q: 3 clusters Score -1976559 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1976660.875000 Penalty: 3278.348145
	Iteration 22Q: 3 clusters Score -1976661 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -1976747.000000 Penalty: 3278.348145
	Iteration 23Q: 3 clusters Score -1976747 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1976841.500000 Penalty: 3278.348145
	Iteration 24Q: 3 clusters Score -1976842 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -1976939.000000 Penalty: 3278.348145
	Iteration 25Q: 3 clusters Score -1976939 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -1977045.000000 Penalty: 3278.348145
	Iteration 26Q: 3 clusters Score -1977045 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -1977138.500000 Penalty: 3278.348145
	Iteration 27Q: 3 clusters Score -1977138 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -1977242.000000 Penalty: 3278.348145
	Iteration 28Q: 3 clusters Score -1977242 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -1977375.375000 Penalty: 3278.348145
	Iteration 29Q: 3 clusters Score -1977375 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -1977547.375000 Penalty: 3278.348145
	Iteration 30Q: 3 clusters Score -1977547 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -1977750.375000 Penalty: 3278.348145
	Iteration 31Q: 3 clusters Score -1977750 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -1977985.000000 Penalty: 3278.348145
	Iteration 32Q: 3 clusters Score -1977985 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -1978211.500000 Penalty: 3278.348145
	Iteration 33Q: 3 clusters Score -1978212 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -1978409.375000 Penalty: 3278.348145
	Iteration 34Q: 3 clusters Score -1978409 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -1978603.125000 Penalty: 3278.348145
	Iteration 35Q: 3 clusters Score -1978603 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -1978767.000000 Penalty: 3278.348145
	Iteration 36Q: 3 clusters Score -1978767 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -1978884.000000 Penalty: 3278.348145
	Iteration 37Q: 3 clusters Score -1978884 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -1978991.500000 Penalty: 3278.348145
	Iteration 38Q: 3 clusters Score -1978992 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -1979073.125000 Penalty: 3278.348145
	Iteration 39Q: 3 clusters Score -1979073 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -1979132.125000 Penalty: 3278.348145
	Iteration 40F: 3 clusters Score -1979132 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -1979178.750000 Penalty: 3278.348145
	Iteration 41Q: 3 clusters Score -1979179 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -1979199.625000 Penalty: 3278.348145
	Iteration 42Q: 3 clusters Score -1979200 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -1979221.625000 Penalty: 3278.348145
	Iteration 43Q: 3 clusters Score -1979222 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -1979249.375000 Penalty: 3278.348145
	Iteration 44Q: 3 clusters Score -1979249 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -1979277.500000 Penalty: 3278.348145
	Iteration 45Q: 3 clusters Score -1979278 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -1979303.125000 Penalty: 3278.348145
	Iteration 46Q: 3 clusters Score -1979303 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -1979322.250000 Penalty: 3278.348145
	Iteration 47Q: 3 clusters Score -1979322 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -1979348.375000 Penalty: 3278.348145
	Iteration 48Q: 3 clusters Score -1979348 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -1979387.125000 Penalty: 3278.348145
	Iteration 49Q: 3 clusters Score -1979387 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -1979415.750000 Penalty: 3278.348145
	Iteration 50Q: 3 clusters Score -1979416 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -1979428.375000 Penalty: 3278.348145
	Iteration 51Q: 3 clusters Score -1979428 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -1979453.125000 Penalty: 3278.348145
	Iteration 52Q: 3 clusters Score -1979453 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -1979475.250000 Penalty: 3278.348145
	Iteration 53Q: 3 clusters Score -1979475 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -1979490.250000 Penalty: 3278.348145
	Iteration 54Q: 3 clusters Score -1979490 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -1979502.750000 Penalty: 3278.348145
	Iteration 55Q: 3 clusters Score -1979503 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -1979514.750000 Penalty: 3278.348145
	Iteration 56Q: 3 clusters Score -1979515 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -1979524.250000 Penalty: 3278.348145
	Iteration 57Q: 3 clusters Score -1979524 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -1979528.500000 Penalty: 3278.348145
	Iteration 58Q: 3 clusters Score -1979528 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -1979539.000000 Penalty: 3278.348145
	Iteration 59Q: 3 clusters Score -1979539 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -1979545.750000 Penalty: 3278.348145
	Iteration 60F: 3 clusters Score -1979546 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -1979560.875000 Penalty: 3278.348145
	Iteration 61Q: 3 clusters Score -1979561 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -1979572.250000 Penalty: 3278.348145
	Iteration 62Q: 3 clusters Score -1979572 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -1979575.625000 Penalty: 3278.348145
	Iteration 63Q: 3 clusters Score -1979576 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -1979584.000000 Penalty: 3278.348145
	Iteration 64Q: 3 clusters Score -1979584 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -1979593.875000 Penalty: 3278.348145
	Iteration 65Q: 3 clusters Score -1979594 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -1979596.625000 Penalty: 3278.348145
	Iteration 66Q: 3 clusters Score -1979597 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -1979603.375000 Penalty: 3278.348145
	Iteration 67Q: 3 clusters Score -1979603 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -1979613.500000 Penalty: 3278.348145
	Iteration 68Q: 3 clusters Score -1979614 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -1979619.875000 Penalty: 3278.348145
	Iteration 69Q: 3 clusters Score -1979620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -1979628.000000 Penalty: 3278.348145
	Iteration 70Q: 3 clusters Score -1979628 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -1979631.625000 Penalty: 3278.348145
	Iteration 71Q: 3 clusters Score -1979632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -1979637.500000 Penalty: 3278.348145
	Iteration 72Q: 3 clusters Score -1979638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -1979647.375000 Penalty: 3278.348145
	Iteration 73Q: 3 clusters Score -1979647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -1979647.750000 Penalty: 3278.348145
	Iteration 74Q: 3 clusters Score -1979648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -1979650.875000 Penalty: 3278.348145
	Iteration 75Q: 3 clusters Score -1979651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -1979648.125000 Penalty: 3278.348145
	Iteration 76Q: 3 clusters Score -1979648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -1979650.000000 Penalty: 3278.348145
	Iteration 77Q: 3 clusters Score -1979650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -1979650.500000 Penalty: 3278.348145
	Iteration 78Q: 3 clusters Score -1979650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -1979652.000000 Penalty: 3278.348145
	Iteration 79Q: 3 clusters Score -1979652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -1979653.000000 Penalty: 3278.348145
	Iteration 80F: 3 clusters Score -1979653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -1979653.500000 Penalty: 3278.348145
	Iteration 81Q: 3 clusters Score -1979654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -1979653.125000 Penalty: 3278.348145
	Iteration 82Q: 3 clusters Score -1979653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -1979654.250000 Penalty: 3278.348145
	Iteration 83Q: 3 clusters Score -1979654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -1979654.000000 Penalty: 3278.348145
	Iteration 84Q: 3 clusters Score -1979654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -1979652.875000 Penalty: 3278.348145
	Iteration 85Q: 3 clusters Score -1979653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -1979652.875000 Penalty: 3278.348145
	Iteration 86F: 3 clusters Score -1979653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (86569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86569 members 
Entering Unmasked Estep 
Score: -7988700.000000 Penalty: 1847.413330
	Iteration 0F: 2 clusters Score -7988700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43363 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -7930978.500000 Penalty: 3694.826660
	Iteration 0F: 3 clusters Score -7930978 nChanged 41081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 43379 members 
Entering Unmasked Estep 
Score: -7954480.500000 Penalty: 3694.826660
	Iteration 1F: 3 clusters Score -7954480 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -7955108.000000 Penalty: 3694.826660
	Iteration 2Q: 3 clusters Score -7955108 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -7955864.000000 Penalty: 3694.826660
	Iteration 3Q: 3 clusters Score -7955864 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 43985 members 
Entering Unmasked Estep 
Score: -7956703.500000 Penalty: 3694.826660
	Iteration 4Q: 3 clusters Score -7956704 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42441 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -7957610.000000 Penalty: 3694.826660
	Iteration 5Q: 3 clusters Score -7957610 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 44074 members 
Entering Unmasked Estep 
Score: -7958756.500000 Penalty: 3694.826660
	Iteration 6Q: 3 clusters Score -7958756 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -7960142.000000 Penalty: 3694.826660
	Iteration 7Q: 3 clusters Score -7960142 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 42786 members 
Entering Unmasked Estep 
Score: -7961944.500000 Penalty: 3694.826660
	Iteration 8Q: 3 clusters Score -7961944 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -7963940.500000 Penalty: 3694.826660
	Iteration 9Q: 3 clusters Score -7963940 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -7966492.000000 Penalty: 3694.826660
	Iteration 10F: 3 clusters Score -7966492 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48376 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -7969478.500000 Penalty: 3694.826660
	Iteration 11F: 3 clusters Score -7969478 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -7972125.000000 Penalty: 3694.826660
	Iteration 12F: 3 clusters Score -7972125 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51603 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -7974170.000000 Penalty: 3694.826660
	Iteration 13Q: 3 clusters Score -7974170 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52857 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -7975239.000000 Penalty: 3694.826660
	Iteration 14Q: 3 clusters Score -7975239 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53983 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -7975819.000000 Penalty: 3694.826660
	Iteration 15Q: 3 clusters Score -7975819 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55109 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -7976256.000000 Penalty: 3694.826660
	Iteration 16Q: 3 clusters Score -7976256 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56229 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -7976629.500000 Penalty: 3694.826660
	Iteration 17Q: 3 clusters Score -7976630 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57355 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -7976939.500000 Penalty: 3694.826660
	Iteration 18Q: 3 clusters Score -7976940 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58448 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -7977245.500000 Penalty: 3694.826660
	Iteration 19Q: 3 clusters Score -7977246 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59522 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -7977530.000000 Penalty: 3694.826660
	Iteration 20F: 3 clusters Score -7977530 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60544 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -7977828.000000 Penalty: 3694.826660
	Iteration 21Q: 3 clusters Score -7977828 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61582 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -7978087.500000 Penalty: 3694.826660
	Iteration 22Q: 3 clusters Score -7978088 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62758 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -7978395.500000 Penalty: 3694.826660
	Iteration 23Q: 3 clusters Score -7978396 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63937 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -7978750.500000 Penalty: 3694.826660
	Iteration 24Q: 3 clusters Score -7978750 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65229 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -7979180.000000 Penalty: 3694.826660
	Iteration 25Q: 3 clusters Score -7979180 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66566 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -7979627.000000 Penalty: 3694.826660
	Iteration 26Q: 3 clusters Score -7979627 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67918 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -7980095.000000 Penalty: 3694.826660
	Iteration 27Q: 3 clusters Score -7980095 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69337 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -7980746.000000 Penalty: 3694.826660
	Iteration 28Q: 3 clusters Score -7980746 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70834 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -7981506.000000 Penalty: 3694.826660
	Iteration 29Q: 3 clusters Score -7981506 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72337 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -7982372.500000 Penalty: 3694.826660
	Iteration 30Q: 3 clusters Score -7982372 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73790 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -7983252.000000 Penalty: 3694.826660
	Iteration 31Q: 3 clusters Score -7983252 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75100 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -7984075.500000 Penalty: 3694.826660
	Iteration 32Q: 3 clusters Score -7984076 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76289 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -7984822.000000 Penalty: 3694.826660
	Iteration 33Q: 3 clusters Score -7984822 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77337 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -7985355.000000 Penalty: 3694.826660
	Iteration 34Q: 3 clusters Score -7985355 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78254 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -7985884.500000 Penalty: 3694.826660
	Iteration 35Q: 3 clusters Score -7985884 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79061 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -7986417.500000 Penalty: 3694.826660
	Iteration 36Q: 3 clusters Score -7986418 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79760 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -7986994.000000 Penalty: 3694.826660
	Iteration 37Q: 3 clusters Score -7986994 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80330 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -7987498.500000 Penalty: 3694.826660
	Iteration 38Q: 3 clusters Score -7987498 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80739 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -7987839.000000 Penalty: 3694.826660
	Iteration 39Q: 3 clusters Score -7987839 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80998 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -7988008.500000 Penalty: 3694.826660
	Iteration 40F: 3 clusters Score -7988008 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81210 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -7988080.500000 Penalty: 3694.826660
	Iteration 41Q: 3 clusters Score -7988080 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81388 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -7988131.500000 Penalty: 3694.826660
	Iteration 42Q: 3 clusters Score -7988132 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81509 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -7988160.500000 Penalty: 3694.826660
	Iteration 43Q: 3 clusters Score -7988160 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81600 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -7988174.500000 Penalty: 3694.826660
	Iteration 44Q: 3 clusters Score -7988174 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81687 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -7988178.000000 Penalty: 3694.826660
	Iteration 45Q: 3 clusters Score -7988178 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81751 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -7988200.500000 Penalty: 3694.826660
	Iteration 46Q: 3 clusters Score -7988200 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81817 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -7988201.000000 Penalty: 3694.826660
	Iteration 47Q: 3 clusters Score -7988201 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81865 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -7988195.500000 Penalty: 3694.826660
	Iteration 48Q: 3 clusters Score -7988196 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81911 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -7988215.500000 Penalty: 3694.826660
	Iteration 49Q: 3 clusters Score -7988216 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81953 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -7988226.000000 Penalty: 3694.826660
	Iteration 50Q: 3 clusters Score -7988226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81984 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -7988245.500000 Penalty: 3694.826660
	Iteration 51Q: 3 clusters Score -7988246 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82007 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -7988233.000000 Penalty: 3694.826660
	Iteration 52Q: 3 clusters Score -7988233 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82031 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -7988225.500000 Penalty: 3694.826660
	Iteration 53Q: 3 clusters Score -7988226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82052 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -7988234.000000 Penalty: 3694.826660
	Iteration 54Q: 3 clusters Score -7988234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82069 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -7988233.500000 Penalty: 3694.826660
	Iteration 55Q: 3 clusters Score -7988234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82083 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -7988238.500000 Penalty: 3694.826660
	Iteration 56Q: 3 clusters Score -7988238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82092 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -7988239.500000 Penalty: 3694.826660
	Iteration 57Q: 3 clusters Score -7988240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82099 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -7988235.500000 Penalty: 3694.826660
	Iteration 58Q: 3 clusters Score -7988236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82107 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -7988241.000000 Penalty: 3694.826660
	Iteration 59Q: 3 clusters Score -7988241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82115 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -7988238.500000 Penalty: 3694.826660
	Iteration 60F: 3 clusters Score -7988238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82122 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -7988246.500000 Penalty: 3694.826660
	Iteration 61Q: 3 clusters Score -7988246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82126 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -7988248.500000 Penalty: 3694.826660
	Iteration 62Q: 3 clusters Score -7988248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82132 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -7988245.500000 Penalty: 3694.826660
	Iteration 63Q: 3 clusters Score -7988246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82137 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -7988248.500000 Penalty: 3694.826660
	Iteration 64Q: 3 clusters Score -7988248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82140 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -7988252.000000 Penalty: 3694.826660
	Iteration 65Q: 3 clusters Score -7988252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82141 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -7988257.500000 Penalty: 3694.826660
	Iteration 66Q: 3 clusters Score -7988258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82143 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -7988259.500000 Penalty: 3694.826660
	Iteration 67Q: 3 clusters Score -7988260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82145 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -7988254.000000 Penalty: 3694.826660
	Iteration 68Q: 3 clusters Score -7988254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82150 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -7988249.000000 Penalty: 3694.826660
	Iteration 69Q: 3 clusters Score -7988249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82158 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -7988250.000000 Penalty: 3694.826660
	Iteration 70Q: 3 clusters Score -7988250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82169 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -7988247.500000 Penalty: 3694.826660
	Iteration 71Q: 3 clusters Score -7988248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82175 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -7988238.000000 Penalty: 3694.826660
	Iteration 72Q: 3 clusters Score -7988238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82181 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -7988244.500000 Penalty: 3694.826660
	Iteration 73Q: 3 clusters Score -7988244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82186 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -7988243.000000 Penalty: 3694.826660
	Iteration 74Q: 3 clusters Score -7988243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82190 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -7988237.000000 Penalty: 3694.826660
	Iteration 75Q: 3 clusters Score -7988237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82191 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -7988239.500000 Penalty: 3694.826660
	Iteration 76Q: 3 clusters Score -7988240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82191 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -7988239.500000 Penalty: 3694.826660
	Iteration 77F: 3 clusters Score -7988240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (61166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61166 members 
Entering Unmasked Estep 
Score: -5605208.000000 Penalty: 1790.968872
	Iteration 0F: 2 clusters Score -5605208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -5564193.500000 Penalty: 3581.937744
	Iteration 0F: 3 clusters Score -5564194 nChanged 28924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -5580699.000000 Penalty: 3581.937744
	Iteration 1F: 3 clusters Score -5580699 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32064 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -5581242.500000 Penalty: 3581.937744
	Iteration 2Q: 3 clusters Score -5581242 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -5581868.500000 Penalty: 3581.937744
	Iteration 3Q: 3 clusters Score -5581868 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -5582727.500000 Penalty: 3581.937744
	Iteration 4Q: 3 clusters Score -5582728 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -5584020.000000 Penalty: 3581.937744
	Iteration 5Q: 3 clusters Score -5584020 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -5585935.500000 Penalty: 3581.937744
	Iteration 6F: 3 clusters Score -5585936 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -5588627.000000 Penalty: 3581.937744
	Iteration 7F: 3 clusters Score -5588627 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -5591989.000000 Penalty: 3581.937744
	Iteration 8F: 3 clusters Score -5591989 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52124 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -5595684.000000 Penalty: 3581.937744
	Iteration 9F: 3 clusters Score -5595684 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55754 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -5599087.000000 Penalty: 3581.937744
	Iteration 10F: 3 clusters Score -5599087 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58250 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -5601349.500000 Penalty: 3581.937744
	Iteration 11Q: 3 clusters Score -5601350 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59613 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5602574.500000 Penalty: 3581.937744
	Iteration 12Q: 3 clusters Score -5602574 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60276 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -5603127.000000 Penalty: 3581.937744
	Iteration 13Q: 3 clusters Score -5603127 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60552 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5603374.500000 Penalty: 3581.937744
	Iteration 14Q: 3 clusters Score -5603374 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60667 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5603487.000000 Penalty: 3581.937744
	Iteration 15Q: 3 clusters Score -5603487 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60743 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5603551.500000 Penalty: 3581.937744
	Iteration 16Q: 3 clusters Score -5603552 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60789 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5603593.500000 Penalty: 3581.937744
	Iteration 17Q: 3 clusters Score -5603594 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60813 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5603620.500000 Penalty: 3581.937744
	Iteration 18Q: 3 clusters Score -5603620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60827 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5603636.500000 Penalty: 3581.937744
	Iteration 19Q: 3 clusters Score -5603636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60833 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5603641.500000 Penalty: 3581.937744
	Iteration 20F: 3 clusters Score -5603642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60839 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5603657.000000 Penalty: 3581.937744
	Iteration 21Q: 3 clusters Score -5603657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60843 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5603659.500000 Penalty: 3581.937744
	Iteration 22Q: 3 clusters Score -5603660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60847 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5603662.000000 Penalty: 3581.937744
	Iteration 23Q: 3 clusters Score -5603662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60848 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5603664.500000 Penalty: 3581.937744
	Iteration 24Q: 3 clusters Score -5603664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60849 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5603667.500000 Penalty: 3581.937744
	Iteration 25Q: 3 clusters Score -5603668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60852 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5603671.500000 Penalty: 3581.937744
	Iteration 26Q: 3 clusters Score -5603672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60856 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5603674.000000 Penalty: 3581.937744
	Iteration 27Q: 3 clusters Score -5603674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60858 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5603678.500000 Penalty: 3581.937744
	Iteration 28Q: 3 clusters Score -5603678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60859 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5603684.000000 Penalty: 3581.937744
	Iteration 29Q: 3 clusters Score -5603684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60859 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5603684.000000 Penalty: 3581.937744
	Iteration 30F: 3 clusters Score -5603684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Entering Unmasked Estep 
Score: -78413.312500 Penalty: 1107.541504
	Iteration 0F: 2 clusters Score -78413.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -77003.218750 Penalty: 2215.083008
	Iteration 0F: 3 clusters Score -77003.22 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -77301.500000 Penalty: 2215.083008
	Iteration 1F: 3 clusters Score -77301.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -77402.796875 Penalty: 2215.083008
	Iteration 2F: 3 clusters Score -77402.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -77489.851562 Penalty: 2215.083008
	Iteration 3Q: 3 clusters Score -77489.85 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -77572.625000 Penalty: 2215.083008
	Iteration 4F: 3 clusters Score -77572.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -77631.960938 Penalty: 2215.083008
	Iteration 5Q: 3 clusters Score -77631.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -77664.640625 Penalty: 2215.083008
	Iteration 6Q: 3 clusters Score -77664.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -77687.640625 Penalty: 2215.083008
	Iteration 7Q: 3 clusters Score -77687.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -77708.812500 Penalty: 2215.083008
	Iteration 8Q: 3 clusters Score -77708.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -77720.773438 Penalty: 2215.083008
	Iteration 9Q: 3 clusters Score -77720.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -77724.609375 Penalty: 2215.083008
	Iteration 10Q: 3 clusters Score -77724.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -77729.023438 Penalty: 2215.083008
	Iteration 11Q: 3 clusters Score -77729.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -77732.835938 Penalty: 2215.083008
	Iteration 12Q: 3 clusters Score -77732.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -77735.085938 Penalty: 2215.083008
	Iteration 13Q: 3 clusters Score -77735.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -77735.648438 Penalty: 2215.083008
	Iteration 14Q: 3 clusters Score -77735.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -77735.648438 Penalty: 2215.083008
	Iteration 15F: 3 clusters Score -77735.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -446699.031250 Penalty: 1389.916504
	Iteration 0F: 2 clusters Score -446699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -442563.843750 Penalty: 2779.833008
	Iteration 0F: 3 clusters Score -442563.8 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -443680.937500 Penalty: 2779.833008
	Iteration 1F: 3 clusters Score -443680.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -443855.968750 Penalty: 2779.833008
	Iteration 2F: 3 clusters Score -443856 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -443969.250000 Penalty: 2779.833008
	Iteration 3Q: 3 clusters Score -443969.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -444064.343750 Penalty: 2779.833008
	Iteration 4Q: 3 clusters Score -444064.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -444170.187500 Penalty: 2779.833008
	Iteration 5Q: 3 clusters Score -444170.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -444279.031250 Penalty: 2779.833008
	Iteration 6Q: 3 clusters Score -444279 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -444361.875000 Penalty: 2779.833008
	Iteration 7Q: 3 clusters Score -444361.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -444433.656250 Penalty: 2779.833008
	Iteration 8Q: 3 clusters Score -444433.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -444501.718750 Penalty: 2779.833008
	Iteration 9Q: 3 clusters Score -444501.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -444579.218750 Penalty: 2779.833008
	Iteration 10Q: 3 clusters Score -444579.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -444649.343750 Penalty: 2779.833008
	Iteration 11Q: 3 clusters Score -444649.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -444706.906250 Penalty: 2779.833008
	Iteration 12Q: 3 clusters Score -444706.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -444753.343750 Penalty: 2779.833008
	Iteration 13Q: 3 clusters Score -444753.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -444808.312500 Penalty: 2779.833008
	Iteration 14Q: 3 clusters Score -444808.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -444870.843750 Penalty: 2779.833008
	Iteration 15Q: 3 clusters Score -444870.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -444942.875000 Penalty: 2779.833008
	Iteration 16Q: 3 clusters Score -444942.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -445032.375000 Penalty: 2779.833008
	Iteration 17Q: 3 clusters Score -445032.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -445110.343750 Penalty: 2779.833008
	Iteration 18Q: 3 clusters Score -445110.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -445202.687500 Penalty: 2779.833008
	Iteration 19Q: 3 clusters Score -445202.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -445301.812500 Penalty: 2779.833008
	Iteration 20F: 3 clusters Score -445301.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -445399.750000 Penalty: 2779.833008
	Iteration 21Q: 3 clusters Score -445399.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -445466.656250 Penalty: 2779.833008
	Iteration 22Q: 3 clusters Score -445466.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -445512.406250 Penalty: 2779.833008
	Iteration 23Q: 3 clusters Score -445512.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -445542.593750 Penalty: 2779.833008
	Iteration 24Q: 3 clusters Score -445542.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -445558.031250 Penalty: 2779.833008
	Iteration 25Q: 3 clusters Score -445558 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -445569.500000 Penalty: 2779.833008
	Iteration 26Q: 3 clusters Score -445569.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -445576.531250 Penalty: 2779.833008
	Iteration 27Q: 3 clusters Score -445576.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -445580.406250 Penalty: 2779.833008
	Iteration 28Q: 3 clusters Score -445580.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -445583.875000 Penalty: 2779.833008
	Iteration 29Q: 3 clusters Score -445583.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -445588.781250 Penalty: 2779.833008
	Iteration 30Q: 3 clusters Score -445588.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -445590.656250 Penalty: 2779.833008
	Iteration 31Q: 3 clusters Score -445590.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -445592.500000 Penalty: 2779.833008
	Iteration 32Q: 3 clusters Score -445592.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -445594.406250 Penalty: 2779.833008
	Iteration 33Q: 3 clusters Score -445594.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -445594.781250 Penalty: 2779.833008
	Iteration 34Q: 3 clusters Score -445594.8 nChanged 7
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: -445595.531250 Penalty: 2779.833008
	Iteration 35Q: 3 clusters Score -445595.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -445596.906250 Penalty: 2779.833008
	Iteration 36Q: 3 clusters Score -445596.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -445598.781250 Penalty: 2779.833008
	Iteration 37Q: 3 clusters Score -445598.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -445598.500000 Penalty: 2779.833008
	Iteration 38Q: 3 clusters Score -445598.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -445598.843750 Penalty: 2779.833008
	Iteration 39Q: 3 clusters Score -445598.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -445598.968750 Penalty: 2779.833008
	Iteration 40F: 3 clusters Score -445599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -445599.375000 Penalty: 2779.833008
	Iteration 41Q: 3 clusters Score -445599.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -445599.093750 Penalty: 2779.833008
	Iteration 42Q: 3 clusters Score -445599.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -445599.312500 Penalty: 2779.833008
	Iteration 43Q: 3 clusters Score -445599.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -445599.531250 Penalty: 2779.833008
	Iteration 44Q: 3 clusters Score -445599.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -445598.968750 Penalty: 2779.833008
	Iteration 45Q: 3 clusters Score -445599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -445599.656250 Penalty: 2779.833008
	Iteration 46Q: 3 clusters Score -445599.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -445600.000000 Penalty: 2779.833008
	Iteration 47Q: 3 clusters Score -445600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -445600.000000 Penalty: 2779.833008
	Iteration 48F: 3 clusters Score -445600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -138668.890625 Penalty: 1199.696289
	Iteration 0F: 2 clusters Score -138668.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -136820.281250 Penalty: 2399.392578
	Iteration 0F: 3 clusters Score -136820.3 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -137173.296875 Penalty: 2399.392578
	Iteration 1F: 3 clusters Score -137173.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -137262.687500 Penalty: 2399.392578
	Iteration 2F: 3 clusters Score -137262.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -137309.015625 Penalty: 2399.392578
	Iteration 3Q: 3 clusters Score -137309 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -137338.015625 Penalty: 2399.392578
	Iteration 4Q: 3 clusters Score -137338 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -137368.015625 Penalty: 2399.392578
	Iteration 5Q: 3 clusters Score -137368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -137398.140625 Penalty: 2399.392578
	Iteration 6Q: 3 clusters Score -137398.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -137419.125000 Penalty: 2399.392578
	Iteration 7Q: 3 clusters Score -137419.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -137434.703125 Penalty: 2399.392578
	Iteration 8Q: 3 clusters Score -137434.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -137448.859375 Penalty: 2399.392578
	Iteration 9Q: 3 clusters Score -137448.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -137460.750000 Penalty: 2399.392578
	Iteration 10Q: 3 clusters Score -137460.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -137476.718750 Penalty: 2399.392578
	Iteration 11Q: 3 clusters Score -137476.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -137486.531250 Penalty: 2399.392578
	Iteration 12Q: 3 clusters Score -137486.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -137491.593750 Penalty: 2399.392578
	Iteration 13Q: 3 clusters Score -137491.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -137496.828125 Penalty: 2399.392578
	Iteration 14Q: 3 clusters Score -137496.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -137500.734375 Penalty: 2399.392578
	Iteration 15Q: 3 clusters Score -137500.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -137506.156250 Penalty: 2399.392578
	Iteration 16Q: 3 clusters Score -137506.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -137514.484375 Penalty: 2399.392578
	Iteration 17Q: 3 clusters Score -137514.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -137525.140625 Penalty: 2399.392578
	Iteration 18Q: 3 clusters Score -137525.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -137536.921875 Penalty: 2399.392578
	Iteration 19Q: 3 clusters Score -137536.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -137544.781250 Penalty: 2399.392578
	Iteration 20F: 3 clusters Score -137544.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -137555.968750 Penalty: 2399.392578
	Iteration 21Q: 3 clusters Score -137556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -137566.812500 Penalty: 2399.392578
	Iteration 22Q: 3 clusters Score -137566.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -137578.218750 Penalty: 2399.392578
	Iteration 23Q: 3 clusters Score -137578.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -137595.546875 Penalty: 2399.392578
	Iteration 24Q: 3 clusters Score -137595.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -137610.156250 Penalty: 2399.392578
	Iteration 25Q: 3 clusters Score -137610.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -137619.156250 Penalty: 2399.392578
	Iteration 26Q: 3 clusters Score -137619.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -137623.718750 Penalty: 2399.392578
	Iteration 27Q: 3 clusters Score -137623.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -137637.328125 Penalty: 2399.392578
	Iteration 28Q: 3 clusters Score -137637.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -137662.171875 Penalty: 2399.392578
	Iteration 29Q: 3 clusters Score -137662.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -137680.578125 Penalty: 2399.392578
	Iteration 30Q: 3 clusters Score -137680.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -137697.906250 Penalty: 2399.392578
	Iteration 31Q: 3 clusters Score -137697.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -137712.578125 Penalty: 2399.392578
	Iteration 32Q: 3 clusters Score -137712.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -137723.375000 Penalty: 2399.392578
	Iteration 33Q: 3 clusters Score -137723.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -137735.093750 Penalty: 2399.392578
	Iteration 34Q: 3 clusters Score -137735.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -137745.578125 Penalty: 2399.392578
	Iteration 35Q: 3 clusters Score -137745.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -137752.609375 Penalty: 2399.392578
	Iteration 36Q: 3 clusters Score -137752.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -137761.843750 Penalty: 2399.392578
	Iteration 37Q: 3 clusters Score -137761.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -137767.000000 Penalty: 2399.392578
	Iteration 38Q: 3 clusters Score -137767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -137769.796875 Penalty: 2399.392578
	Iteration 39Q: 3 clusters Score -137769.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -137769.796875 Penalty: 2399.392578
	Iteration 40F: 3 clusters Score -137769.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Entering Unmasked Estep 
Score: -182152.265625 Penalty: 1271.082153
	Iteration 0F: 2 clusters Score -182152.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -179757.765625 Penalty: 2542.164307
	Iteration 0F: 3 clusters Score -179757.8 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -180403.656250 Penalty: 2542.164307
	Iteration 1F: 3 clusters Score -180403.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -180693.890625 Penalty: 2542.164307
	Iteration 2F: 3 clusters Score -180693.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -180930.468750 Penalty: 2542.164307
	Iteration 3F: 3 clusters Score -180930.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -181114.078125 Penalty: 2542.164307
	Iteration 4F: 3 clusters Score -181114.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -181229.625000 Penalty: 2542.164307
	Iteration 5F: 3 clusters Score -181229.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -181311.265625 Penalty: 2542.164307
	Iteration 6Q: 3 clusters Score -181311.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -181386.765625 Penalty: 2542.164307
	Iteration 7Q: 3 clusters Score -181386.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -181449.312500 Penalty: 2542.164307
	Iteration 8Q: 3 clusters Score -181449.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -181496.828125 Penalty: 2542.164307
	Iteration 9Q: 3 clusters Score -181496.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -181526.359375 Penalty: 2542.164307
	Iteration 10Q: 3 clusters Score -181526.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -181570.781250 Penalty: 2542.164307
	Iteration 11Q: 3 clusters Score -181570.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -181599.468750 Penalty: 2542.164307
	Iteration 12Q: 3 clusters Score -181599.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -181616.921875 Penalty: 2542.164307
	Iteration 13Q: 3 clusters Score -181616.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -181628.859375 Penalty: 2542.164307
	Iteration 14Q: 3 clusters Score -181628.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -181638.125000 Penalty: 2542.164307
	Iteration 15Q: 3 clusters Score -181638.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -181643.875000 Penalty: 2542.164307
	Iteration 16Q: 3 clusters Score -181643.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -181646.031250 Penalty: 2542.164307
	Iteration 17Q: 3 clusters Score -181646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -181649.468750 Penalty: 2542.164307
	Iteration 18Q: 3 clusters Score -181649.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -181658.890625 Penalty: 2542.164307
	Iteration 19Q: 3 clusters Score -181658.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -181663.625000 Penalty: 2542.164307
	Iteration 20F: 3 clusters Score -181663.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -181665.562500 Penalty: 2542.164307
	Iteration 21Q: 3 clusters Score -181665.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -181667.500000 Penalty: 2542.164307
	Iteration 22Q: 3 clusters Score -181667.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -181669.625000 Penalty: 2542.164307
	Iteration 23Q: 3 clusters Score -181669.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -181673.453125 Penalty: 2542.164307
	Iteration 24Q: 3 clusters Score -181673.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -181678.140625 Penalty: 2542.164307
	Iteration 25Q: 3 clusters Score -181678.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -181679.265625 Penalty: 2542.164307
	Iteration 26Q: 3 clusters Score -181679.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -181680.046875 Penalty: 2542.164307
	Iteration 27Q: 3 clusters Score -181680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -181680.187500 Penalty: 2542.164307
	Iteration 28Q: 3 clusters Score -181680.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -181681.796875 Penalty: 2542.164307
	Iteration 29Q: 3 clusters Score -181681.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -181682.406250 Penalty: 2542.164307
	Iteration 30Q: 3 clusters Score -181682.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -181682.765625 Penalty: 2542.164307
	Iteration 31Q: 3 clusters Score -181682.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -181682.765625 Penalty: 2542.164307
	Iteration 32F: 3 clusters Score -181682.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (60979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60979 members 
Entering Unmasked Estep 
Score: -5607728.000000 Penalty: 1790.471313
	Iteration 0F: 2 clusters Score -5607728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -5566706.000000 Penalty: 3580.942627
	Iteration 0F: 3 clusters Score -5566706 nChanged 28762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -5582812.000000 Penalty: 3580.942627
	Iteration 1F: 3 clusters Score -5582812 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -5583257.500000 Penalty: 3580.942627
	Iteration 2Q: 3 clusters Score -5583258 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -5583745.500000 Penalty: 3580.942627
	Iteration 3Q: 3 clusters Score -5583746 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -5584293.500000 Penalty: 3580.942627
	Iteration 4Q: 3 clusters Score -5584294 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -5584927.000000 Penalty: 3580.942627
	Iteration 5Q: 3 clusters Score -5584927 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -5585938.500000 Penalty: 3580.942627
	Iteration 6Q: 3 clusters Score -5585938 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -5587601.500000 Penalty: 3580.942627
	Iteration 7F: 3 clusters Score -5587602 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -5590418.500000 Penalty: 3580.942627
	Iteration 8F: 3 clusters Score -5590418 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47910 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -5594237.000000 Penalty: 3580.942627
	Iteration 9F: 3 clusters Score -5594237 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52474 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -5598264.000000 Penalty: 3580.942627
	Iteration 10F: 3 clusters Score -5598264 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56099 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -5601714.000000 Penalty: 3580.942627
	Iteration 11F: 3 clusters Score -5601714 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58522 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -5604000.500000 Penalty: 3580.942627
	Iteration 12Q: 3 clusters Score -5604000 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59799 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -5605193.500000 Penalty: 3580.942627
	Iteration 13Q: 3 clusters Score -5605194 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60345 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5605697.500000 Penalty: 3580.942627
	Iteration 14Q: 3 clusters Score -5605698 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60546 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5605930.500000 Penalty: 3580.942627
	Iteration 15Q: 3 clusters Score -5605930 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60618 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5606032.500000 Penalty: 3580.942627
	Iteration 16Q: 3 clusters Score -5606032 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60655 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5606089.500000 Penalty: 3580.942627
	Iteration 17Q: 3 clusters Score -5606090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60667 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5606110.500000 Penalty: 3580.942627
	Iteration 18Q: 3 clusters Score -5606110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60677 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5606131.000000 Penalty: 3580.942627
	Iteration 19Q: 3 clusters Score -5606131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60679 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5606137.000000 Penalty: 3580.942627
	Iteration 20F: 3 clusters Score -5606137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60683 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5606148.000000 Penalty: 3580.942627
	Iteration 21Q: 3 clusters Score -5606148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60687 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5606157.500000 Penalty: 3580.942627
	Iteration 22Q: 3 clusters Score -5606158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60690 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5606161.000000 Penalty: 3580.942627
	Iteration 23Q: 3 clusters Score -5606161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60695 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5606167.000000 Penalty: 3580.942627
	Iteration 24Q: 3 clusters Score -5606167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60698 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5606175.500000 Penalty: 3580.942627
	Iteration 25Q: 3 clusters Score -5606176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60700 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5606174.000000 Penalty: 3580.942627
	Iteration 26Q: 3 clusters Score -5606174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60700 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5606175.000000 Penalty: 3580.942627
	Iteration 27Q: 3 clusters Score -5606175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60700 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5606173.000000 Penalty: 3580.942627
	Iteration 28Q: 3 clusters Score -5606173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60704 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5606183.500000 Penalty: 3580.942627
	Iteration 29Q: 3 clusters Score -5606184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60708 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5606187.500000 Penalty: 3580.942627
	Iteration 30Q: 3 clusters Score -5606188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60709 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5606188.500000 Penalty: 3580.942627
	Iteration 31Q: 3 clusters Score -5606188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60709 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5606188.500000 Penalty: 3580.942627
	Iteration 32F: 3 clusters Score -5606188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Entering Unmasked Estep 
Score: -485338.906250 Penalty: 1392.775146
	Iteration 0F: 2 clusters Score -485338.9 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 2650 members 
Entering Unmasked Estep 
Score: -481223.656250 Penalty: 2785.550293
	Iteration 0F: 3 clusters Score -481223.7 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -482394.062500 Penalty: 2785.550293
	Iteration 1F: 3 clusters Score -482394.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -482567.406250 Penalty: 2785.550293
	Iteration 2F: 3 clusters Score -482567.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -482685.718750 Penalty: 2785.550293
	Iteration 3Q: 3 clusters Score -482685.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -482767.593750 Penalty: 2785.550293
	Iteration 4Q: 3 clusters Score -482767.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -482839.750000 Penalty: 2785.550293
	Iteration 5Q: 3 clusters Score -482839.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -482898.312500 Penalty: 2785.550293
	Iteration 6Q: 3 clusters Score -482898.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -482939.718750 Penalty: 2785.550293
	Iteration 7Q: 3 clusters Score -482939.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -482976.156250 Penalty: 2785.550293
	Iteration 8Q: 3 clusters Score -482976.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -483005.375000 Penalty: 2785.550293
	Iteration 9Q: 3 clusters Score -483005.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -483030.406250 Penalty: 2785.550293
	Iteration 10Q: 3 clusters Score -483030.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -483060.781250 Penalty: 2785.550293
	Iteration 11Q: 3 clusters Score -483060.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -483100.375000 Penalty: 2785.550293
	Iteration 12Q: 3 clusters Score -483100.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -483151.843750 Penalty: 2785.550293
	Iteration 13Q: 3 clusters Score -483151.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -483208.687500 Penalty: 2785.550293
	Iteration 14Q: 3 clusters Score -483208.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -483271.281250 Penalty: 2785.550293
	Iteration 15Q: 3 clusters Score -483271.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -483345.218750 Penalty: 2785.550293
	Iteration 16Q: 3 clusters Score -483345.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -483428.906250 Penalty: 2785.550293
	Iteration 17Q: 3 clusters Score -483428.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -483516.250000 Penalty: 2785.550293
	Iteration 18Q: 3 clusters Score -483516.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -483600.968750 Penalty: 2785.550293
	Iteration 19Q: 3 clusters Score -483601 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -483673.218750 Penalty: 2785.550293
	Iteration 20F: 3 clusters Score -483673.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -483739.218750 Penalty: 2785.550293
	Iteration 21Q: 3 clusters Score -483739.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -483804.093750 Penalty: 2785.550293
	Iteration 22Q: 3 clusters Score -483804.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -483857.718750 Penalty: 2785.550293
	Iteration 23Q: 3 clusters Score -483857.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -483899.156250 Penalty: 2785.550293
	Iteration 24Q: 3 clusters Score -483899.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -483934.218750 Penalty: 2785.550293
	Iteration 25Q: 3 clusters Score -483934.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -483963.406250 Penalty: 2785.550293
	Iteration 26Q: 3 clusters Score -483963.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -483989.156250 Penalty: 2785.550293
	Iteration 27Q: 3 clusters Score -483989.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -484005.875000 Penalty: 2785.550293
	Iteration 28Q: 3 clusters Score -484005.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -484021.656250 Penalty: 2785.550293
	Iteration 29Q: 3 clusters Score -484021.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -484033.281250 Penalty: 2785.550293
	Iteration 30Q: 3 clusters Score -484033.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -484041.843750 Penalty: 2785.550293
	Iteration 31Q: 3 clusters Score -484041.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -484047.968750 Penalty: 2785.550293
	Iteration 32Q: 3 clusters Score -484048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -484054.843750 Penalty: 2785.550293
	Iteration 33Q: 3 clusters Score -484054.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -484058.750000 Penalty: 2785.550293
	Iteration 34Q: 3 clusters Score -484058.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -484061.531250 Penalty: 2785.550293
	Iteration 35Q: 3 clusters Score -484061.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -484062.812500 Penalty: 2785.550293
	Iteration 36Q: 3 clusters Score -484062.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -484063.250000 Penalty: 2785.550293
	Iteration 37Q: 3 clusters Score -484063.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -484066.281250 Penalty: 2785.550293
	Iteration 38Q: 3 clusters Score -484066.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -484068.687500 Penalty: 2785.550293
	Iteration 39Q: 3 clusters Score -484068.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -484072.281250 Penalty: 2785.550293
	Iteration 40F: 3 clusters Score -484072.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -484076.281250 Penalty: 2785.550293
	Iteration 41Q: 3 clusters Score -484076.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -484078.250000 Penalty: 2785.550293
	Iteration 42Q: 3 clusters Score -484078.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -484080.062500 Penalty: 2785.550293
	Iteration 43Q: 3 clusters Score -484080.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -484082.125000 Penalty: 2785.550293
	Iteration 44Q: 3 clusters Score -484082.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -484084.937500 Penalty: 2785.550293
	Iteration 45Q: 3 clusters Score -484084.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -484088.656250 Penalty: 2785.550293
	Iteration 46Q: 3 clusters Score -484088.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -484091.843750 Penalty: 2785.550293
	Iteration 47Q: 3 clusters Score -484091.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -484094.218750 Penalty: 2785.550293
	Iteration 48Q: 3 clusters Score -484094.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -484098.375000 Penalty: 2785.550293
	Iteration 49Q: 3 clusters Score -484098.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -484104.187500 Penalty: 2785.550293
	Iteration 50Q: 3 clusters Score -484104.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -484111.437500 Penalty: 2785.550293
	Iteration 51Q: 3 clusters Score -484111.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -484117.000000 Penalty: 2785.550293
	Iteration 52Q: 3 clusters Score -484117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -484120.937500 Penalty: 2785.550293
	Iteration 53Q: 3 clusters Score -484120.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -484123.718750 Penalty: 2785.550293
	Iteration 54Q: 3 clusters Score -484123.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -484127.125000 Penalty: 2785.550293
	Iteration 55Q: 3 clusters Score -484127.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -484128.875000 Penalty: 2785.550293
	Iteration 56Q: 3 clusters Score -484128.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -484131.250000 Penalty: 2785.550293
	Iteration 57Q: 3 clusters Score -484131.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -484133.125000 Penalty: 2785.550293
	Iteration 58Q: 3 clusters Score -484133.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -484132.937500 Penalty: 2785.550293
	Iteration 59Q: 3 clusters Score -484132.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -484135.375000 Penalty: 2785.550293
	Iteration 60F: 3 clusters Score -484135.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -484138.562500 Penalty: 2785.550293
	Iteration 61Q: 3 clusters Score -484138.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -484139.812500 Penalty: 2785.550293
	Iteration 62Q: 3 clusters Score -484139.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -484139.812500 Penalty: 2785.550293
	Iteration 63F: 3 clusters Score -484139.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Entering Unmasked Estep 
Score: -1172049.500000 Penalty: 1539.139404
	Iteration 0F: 2 clusters Score -1172050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1162914.250000 Penalty: 3078.278809
	Iteration 0F: 3 clusters Score -1162914 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1166093.250000 Penalty: 3078.278809
	Iteration 1F: 3 clusters Score -1166093 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1166488.000000 Penalty: 3078.278809
	Iteration 2F: 3 clusters Score -1166488 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1166907.250000 Penalty: 3078.278809
	Iteration 3F: 3 clusters Score -1166907 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1167329.750000 Penalty: 3078.278809
	Iteration 4F: 3 clusters Score -1167330 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1167760.875000 Penalty: 3078.278809
	Iteration 5F: 3 clusters Score -1167761 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1168129.375000 Penalty: 3078.278809
	Iteration 6F: 3 clusters Score -1168129 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1168486.750000 Penalty: 3078.278809
	Iteration 7Q: 3 clusters Score -1168487 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1168835.500000 Penalty: 3078.278809
	Iteration 8Q: 3 clusters Score -1168836 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1169148.250000 Penalty: 3078.278809
	Iteration 9Q: 3 clusters Score -1169148 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1169428.750000 Penalty: 3078.278809
	Iteration 10Q: 3 clusters Score -1169429 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1169668.000000 Penalty: 3078.278809
	Iteration 11Q: 3 clusters Score -1169668 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1169863.500000 Penalty: 3078.278809
	Iteration 12Q: 3 clusters Score -1169864 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1170016.750000 Penalty: 3078.278809
	Iteration 13Q: 3 clusters Score -1170017 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1170142.750000 Penalty: 3078.278809
	Iteration 14Q: 3 clusters Score -1170143 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1170269.750000 Penalty: 3078.278809
	Iteration 15Q: 3 clusters Score -1170270 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1170428.500000 Penalty: 3078.278809
	Iteration 16Q: 3 clusters Score -1170428 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1170616.125000 Penalty: 3078.278809
	Iteration 17Q: 3 clusters Score -1170616 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1170794.125000 Penalty: 3078.278809
	Iteration 18Q: 3 clusters Score -1170794 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1170916.500000 Penalty: 3078.278809
	Iteration 19Q: 3 clusters Score -1170916 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1170967.875000 Penalty: 3078.278809
	Iteration 20F: 3 clusters Score -1170968 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1170999.375000 Penalty: 3078.278809
	Iteration 21Q: 3 clusters Score -1170999 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1171017.625000 Penalty: 3078.278809
	Iteration 22Q: 3 clusters Score -1171018 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1171030.375000 Penalty: 3078.278809
	Iteration 23Q: 3 clusters Score -1171030 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1171036.250000 Penalty: 3078.278809
	Iteration 24Q: 3 clusters Score -1171036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1171044.500000 Penalty: 3078.278809
	Iteration 25Q: 3 clusters Score -1171044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1171048.375000 Penalty: 3078.278809
	Iteration 26Q: 3 clusters Score -1171048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1171050.750000 Penalty: 3078.278809
	Iteration 27Q: 3 clusters Score -1171051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1171051.500000 Penalty: 3078.278809
	Iteration 28Q: 3 clusters Score -1171052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1171051.125000 Penalty: 3078.278809
	Iteration 29Q: 3 clusters Score -1171051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1171053.125000 Penalty: 3078.278809
	Iteration 30Q: 3 clusters Score -1171053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1171053.250000 Penalty: 3078.278809
	Iteration 31Q: 3 clusters Score -1171053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1171050.750000 Penalty: 3078.278809
	Iteration 32Q: 3 clusters Score -1171051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1171055.500000 Penalty: 3078.278809
	Iteration 33Q: 3 clusters Score -1171056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1171057.375000 Penalty: 3078.278809
	Iteration 34Q: 3 clusters Score -1171057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1171059.000000 Penalty: 3078.278809
	Iteration 35Q: 3 clusters Score -1171059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1171059.250000 Penalty: 3078.278809
	Iteration 36Q: 3 clusters Score -1171059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1171059.750000 Penalty: 3078.278809
	Iteration 37Q: 3 clusters Score -1171060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1171063.875000 Penalty: 3078.278809
	Iteration 38Q: 3 clusters Score -1171064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1171064.250000 Penalty: 3078.278809
	Iteration 39Q: 3 clusters Score -1171064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1171063.750000 Penalty: 3078.278809
	Iteration 40F: 3 clusters Score -1171064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1171065.375000 Penalty: 3078.278809
	Iteration 41Q: 3 clusters Score -1171065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1171065.250000 Penalty: 3078.278809
	Iteration 42Q: 3 clusters Score -1171065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1171066.500000 Penalty: 3078.278809
	Iteration 43Q: 3 clusters Score -1171066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1171067.125000 Penalty: 3078.278809
	Iteration 44Q: 3 clusters Score -1171067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1171067.250000 Penalty: 3078.278809
	Iteration 45Q: 3 clusters Score -1171067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1171066.000000 Penalty: 3078.278809
	Iteration 46Q: 3 clusters Score -1171066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1171067.125000 Penalty: 3078.278809
	Iteration 47Q: 3 clusters Score -1171067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1171065.875000 Penalty: 3078.278809
	Iteration 48Q: 3 clusters Score -1171066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1171065.875000 Penalty: 3078.278809
	Iteration 49F: 3 clusters Score -1171066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Entering Unmasked Estep 
Score: -189705.968750 Penalty: 1247.427002
	Iteration 0F: 2 clusters Score -189706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -187513.250000 Penalty: 2494.854004
	Iteration 0F: 3 clusters Score -187513.2 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -187983.031250 Penalty: 2494.854004
	Iteration 1F: 3 clusters Score -187983 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -188099.750000 Penalty: 2494.854004
	Iteration 2F: 3 clusters Score -188099.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -188172.859375 Penalty: 2494.854004
	Iteration 3F: 3 clusters Score -188172.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -188248.359375 Penalty: 2494.854004
	Iteration 4Q: 3 clusters Score -188248.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -188329.640625 Penalty: 2494.854004
	Iteration 5Q: 3 clusters Score -188329.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -188415.093750 Penalty: 2494.854004
	Iteration 6Q: 3 clusters Score -188415.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -188526.671875 Penalty: 2494.854004
	Iteration 7Q: 3 clusters Score -188526.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -188718.468750 Penalty: 2494.854004
	Iteration 8Q: 3 clusters Score -188718.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -188987.593750 Penalty: 2494.854004
	Iteration 9Q: 3 clusters Score -188987.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -189105.375000 Penalty: 2494.854004
	Iteration 10Q: 3 clusters Score -189105.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -189197.062500 Penalty: 2494.854004
	Iteration 11Q: 3 clusters Score -189197.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -189243.656250 Penalty: 2494.854004
	Iteration 12Q: 3 clusters Score -189243.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -189269.343750 Penalty: 2494.854004
	Iteration 13Q: 3 clusters Score -189269.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -189286.500000 Penalty: 2494.854004
	Iteration 14Q: 3 clusters Score -189286.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -189294.062500 Penalty: 2494.854004
	Iteration 15Q: 3 clusters Score -189294.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -189298.265625 Penalty: 2494.854004
	Iteration 16Q: 3 clusters Score -189298.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -189304.000000 Penalty: 2494.854004
	Iteration 17Q: 3 clusters Score -189304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -189307.687500 Penalty: 2494.854004
	Iteration 18Q: 3 clusters Score -189307.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -189313.187500 Penalty: 2494.854004
	Iteration 19Q: 3 clusters Score -189313.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -189320.125000 Penalty: 2494.854004
	Iteration 20F: 3 clusters Score -189320.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -189327.484375 Penalty: 2494.854004
	Iteration 21Q: 3 clusters Score -189327.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -189330.906250 Penalty: 2494.854004
	Iteration 22Q: 3 clusters Score -189330.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -189331.312500 Penalty: 2494.854004
	Iteration 23Q: 3 clusters Score -189331.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -189332.796875 Penalty: 2494.854004
	Iteration 24Q: 3 clusters Score -189332.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -189335.265625 Penalty: 2494.854004
	Iteration 25Q: 3 clusters Score -189335.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -189337.640625 Penalty: 2494.854004
	Iteration 26Q: 3 clusters Score -189337.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -189339.015625 Penalty: 2494.854004
	Iteration 27Q: 3 clusters Score -189339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -189339.015625 Penalty: 2494.854004
	Iteration 28F: 3 clusters Score -189339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -74910.929688 Penalty: 1127.313477
	Iteration 0F: 2 clusters Score -74910.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -73521.851562 Penalty: 2254.626953
	Iteration 0F: 3 clusters Score -73521.85 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -73834.164062 Penalty: 2254.626953
	Iteration 1F: 3 clusters Score -73834.16 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -73920.796875 Penalty: 2254.626953
	Iteration 2F: 3 clusters Score -73920.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -73961.046875 Penalty: 2254.626953
	Iteration 3Q: 3 clusters Score -73961.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -73983.664062 Penalty: 2254.626953
	Iteration 4Q: 3 clusters Score -73983.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -74015.140625 Penalty: 2254.626953
	Iteration 5Q: 3 clusters Score -74015.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -74057.773438 Penalty: 2254.626953
	Iteration 6Q: 3 clusters Score -74057.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -74084.523438 Penalty: 2254.626953
	Iteration 7Q: 3 clusters Score -74084.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -74121.671875 Penalty: 2254.626953
	Iteration 8Q: 3 clusters Score -74121.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -74137.039062 Penalty: 2254.626953
	Iteration 9Q: 3 clusters Score -74137.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -74153.492188 Penalty: 2254.626953
	Iteration 10Q: 3 clusters Score -74153.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -74167.671875 Penalty: 2254.626953
	Iteration 11Q: 3 clusters Score -74167.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -74179.250000 Penalty: 2254.626953
	Iteration 12Q: 3 clusters Score -74179.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -74188.546875 Penalty: 2254.626953
	Iteration 13Q: 3 clusters Score -74188.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -74197.187500 Penalty: 2254.626953
	Iteration 14Q: 3 clusters Score -74197.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -74201.718750 Penalty: 2254.626953
	Iteration 15Q: 3 clusters Score -74201.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -74214.109375 Penalty: 2254.626953
	Iteration 16Q: 3 clusters Score -74214.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -74222.578125 Penalty: 2254.626953
	Iteration 17Q: 3 clusters Score -74222.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -74228.195312 Penalty: 2254.626953
	Iteration 18Q: 3 clusters Score -74228.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -74233.054688 Penalty: 2254.626953
	Iteration 19Q: 3 clusters Score -74233.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74234.375000 Penalty: 2254.626953
	Iteration 20F: 3 clusters Score -74234.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -74237.500000 Penalty: 2254.626953
	Iteration 21Q: 3 clusters Score -74237.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -74243.812500 Penalty: 2254.626953
	Iteration 22Q: 3 clusters Score -74243.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -74253.500000 Penalty: 2254.626953
	Iteration 23Q: 3 clusters Score -74253.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -74266.117188 Penalty: 2254.626953
	Iteration 24Q: 3 clusters Score -74266.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -74275.304688 Penalty: 2254.626953
	Iteration 25Q: 3 clusters Score -74275.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -74280.375000 Penalty: 2254.626953
	Iteration 26Q: 3 clusters Score -74280.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -74283.695312 Penalty: 2254.626953
	Iteration 27Q: 3 clusters Score -74283.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -74285.429688 Penalty: 2254.626953
	Iteration 28Q: 3 clusters Score -74285.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -74287.062500 Penalty: 2254.626953
	Iteration 29Q: 3 clusters Score -74287.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -74289.203125 Penalty: 2254.626953
	Iteration 30Q: 3 clusters Score -74289.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -74289.203125 Penalty: 2254.626953
	Iteration 31F: 3 clusters Score -74289.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Entering Unmasked Estep 
Score: -646854.750000 Penalty: 1441.665283
	Iteration 0F: 2 clusters Score -646854.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -641506.000000 Penalty: 2883.330566
	Iteration 0F: 3 clusters Score -641506 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -643079.875000 Penalty: 2883.330566
	Iteration 1F: 3 clusters Score -643079.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -643258.500000 Penalty: 2883.330566
	Iteration 2F: 3 clusters Score -643258.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -643383.937500 Penalty: 2883.330566
	Iteration 3Q: 3 clusters Score -643383.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -643473.562500 Penalty: 2883.330566
	Iteration 4Q: 3 clusters Score -643473.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -643546.687500 Penalty: 2883.330566
	Iteration 5Q: 3 clusters Score -643546.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -643627.500000 Penalty: 2883.330566
	Iteration 6Q: 3 clusters Score -643627.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -643710.187500 Penalty: 2883.330566
	Iteration 7Q: 3 clusters Score -643710.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -643803.625000 Penalty: 2883.330566
	Iteration 8Q: 3 clusters Score -643803.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -643904.187500 Penalty: 2883.330566
	Iteration 9Q: 3 clusters Score -643904.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -644007.687500 Penalty: 2883.330566
	Iteration 10Q: 3 clusters Score -644007.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -644142.437500 Penalty: 2883.330566
	Iteration 11Q: 3 clusters Score -644142.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -644291.562500 Penalty: 2883.330566
	Iteration 12Q: 3 clusters Score -644291.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -644439.000000 Penalty: 2883.330566
	Iteration 13Q: 3 clusters Score -644439 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -644557.625000 Penalty: 2883.330566
	Iteration 14Q: 3 clusters Score -644557.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -644644.375000 Penalty: 2883.330566
	Iteration 15Q: 3 clusters Score -644644.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -644717.937500 Penalty: 2883.330566
	Iteration 16Q: 3 clusters Score -644717.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -644781.062500 Penalty: 2883.330566
	Iteration 17Q: 3 clusters Score -644781.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -644839.312500 Penalty: 2883.330566
	Iteration 18Q: 3 clusters Score -644839.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -644887.187500 Penalty: 2883.330566
	Iteration 19Q: 3 clusters Score -644887.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -644932.062500 Penalty: 2883.330566
	Iteration 20F: 3 clusters Score -644932.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -644977.687500 Penalty: 2883.330566
	Iteration 21Q: 3 clusters Score -644977.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -645015.625000 Penalty: 2883.330566
	Iteration 22Q: 3 clusters Score -645015.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -645043.812500 Penalty: 2883.330566
	Iteration 23Q: 3 clusters Score -645043.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -645070.562500 Penalty: 2883.330566
	Iteration 24Q: 3 clusters Score -645070.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -645091.187500 Penalty: 2883.330566
	Iteration 25Q: 3 clusters Score -645091.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -645118.500000 Penalty: 2883.330566
	Iteration 26Q: 3 clusters Score -645118.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -645138.375000 Penalty: 2883.330566
	Iteration 27Q: 3 clusters Score -645138.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -645160.375000 Penalty: 2883.330566
	Iteration 28Q: 3 clusters Score -645160.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -645183.750000 Penalty: 2883.330566
	Iteration 29Q: 3 clusters Score -645183.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -645203.937500 Penalty: 2883.330566
	Iteration 30Q: 3 clusters Score -645203.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -645221.750000 Penalty: 2883.330566
	Iteration 31Q: 3 clusters Score -645221.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -645236.312500 Penalty: 2883.330566
	Iteration 32Q: 3 clusters Score -645236.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -645251.750000 Penalty: 2883.330566
	Iteration 33Q: 3 clusters Score -645251.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -645262.625000 Penalty: 2883.330566
	Iteration 34Q: 3 clusters Score -645262.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -645269.625000 Penalty: 2883.330566
	Iteration 35Q: 3 clusters Score -645269.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -645275.125000 Penalty: 2883.330566
	Iteration 36Q: 3 clusters Score -645275.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -645284.000000 Penalty: 2883.330566
	Iteration 37Q: 3 clusters Score -645284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -645289.625000 Penalty: 2883.330566
	Iteration 38Q: 3 clusters Score -645289.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -645296.312500 Penalty: 2883.330566
	Iteration 39Q: 3 clusters Score -645296.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -645306.812500 Penalty: 2883.330566
	Iteration 40F: 3 clusters Score -645306.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -645312.875000 Penalty: 2883.330566
	Iteration 41Q: 3 clusters Score -645312.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -645321.000000 Penalty: 2883.330566
	Iteration 42Q: 3 clusters Score -645321 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -645332.125000 Penalty: 2883.330566
	Iteration 43Q: 3 clusters Score -645332.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -645343.437500 Penalty: 2883.330566
	Iteration 44Q: 3 clusters Score -645343.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -645353.562500 Penalty: 2883.330566
	Iteration 45Q: 3 clusters Score -645353.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -645363.250000 Penalty: 2883.330566
	Iteration 46Q: 3 clusters Score -645363.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -645370.187500 Penalty: 2883.330566
	Iteration 47Q: 3 clusters Score -645370.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -645381.312500 Penalty: 2883.330566
	Iteration 48Q: 3 clusters Score -645381.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -645390.187500 Penalty: 2883.330566
	Iteration 49Q: 3 clusters Score -645390.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -645399.125000 Penalty: 2883.330566
	Iteration 50Q: 3 clusters Score -645399.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -645409.687500 Penalty: 2883.330566
	Iteration 51Q: 3 clusters Score -645409.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -645422.250000 Penalty: 2883.330566
	Iteration 52Q: 3 clusters Score -645422.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -645437.437500 Penalty: 2883.330566
	Iteration 53Q: 3 clusters Score -645437.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -645449.000000 Penalty: 2883.330566
	Iteration 54Q: 3 clusters Score -645449 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -645453.812500 Penalty: 2883.330566
	Iteration 55Q: 3 clusters Score -645453.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -645461.062500 Penalty: 2883.330566
	Iteration 56Q: 3 clusters Score -645461.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -645469.500000 Penalty: 2883.330566
	Iteration 57Q: 3 clusters Score -645469.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -645480.187500 Penalty: 2883.330566
	Iteration 58Q: 3 clusters Score -645480.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -645489.250000 Penalty: 2883.330566
	Iteration 59Q: 3 clusters Score -645489.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -645495.562500 Penalty: 2883.330566
	Iteration 60F: 3 clusters Score -645495.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -645504.500000 Penalty: 2883.330566
	Iteration 61Q: 3 clusters Score -645504.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -645514.687500 Penalty: 2883.330566
	Iteration 62Q: 3 clusters Score -645514.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -645530.500000 Penalty: 2883.330566
	Iteration 63Q: 3 clusters Score -645530.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -645541.000000 Penalty: 2883.330566
	Iteration 64Q: 3 clusters Score -645541 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -645551.187500 Penalty: 2883.330566
	Iteration 65Q: 3 clusters Score -645551.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -645558.250000 Penalty: 2883.330566
	Iteration 66Q: 3 clusters Score -645558.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -645566.312500 Penalty: 2883.330566
	Iteration 67Q: 3 clusters Score -645566.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -645575.062500 Penalty: 2883.330566
	Iteration 68Q: 3 clusters Score -645575.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -645580.875000 Penalty: 2883.330566
	Iteration 69Q: 3 clusters Score -645580.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -645587.375000 Penalty: 2883.330566
	Iteration 70Q: 3 clusters Score -645587.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -645589.500000 Penalty: 2883.330566
	Iteration 71Q: 3 clusters Score -645589.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -645592.062500 Penalty: 2883.330566
	Iteration 72Q: 3 clusters Score -645592.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -645596.875000 Penalty: 2883.330566
	Iteration 73Q: 3 clusters Score -645596.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -645604.187500 Penalty: 2883.330566
	Iteration 74Q: 3 clusters Score -645604.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -645608.875000 Penalty: 2883.330566
	Iteration 75Q: 3 clusters Score -645608.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -645612.875000 Penalty: 2883.330566
	Iteration 76Q: 3 clusters Score -645612.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -645620.687500 Penalty: 2883.330566
	Iteration 77Q: 3 clusters Score -645620.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -645628.500000 Penalty: 2883.330566
	Iteration 78Q: 3 clusters Score -645628.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -645637.437500 Penalty: 2883.330566
	Iteration 79Q: 3 clusters Score -645637.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -645643.812500 Penalty: 2883.330566
	Iteration 80F: 3 clusters Score -645643.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -645647.937500 Penalty: 2883.330566
	Iteration 81Q: 3 clusters Score -645647.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -645654.500000 Penalty: 2883.330566
	Iteration 82Q: 3 clusters Score -645654.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -645660.187500 Penalty: 2883.330566
	Iteration 83Q: 3 clusters Score -645660.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -645666.187500 Penalty: 2883.330566
	Iteration 84Q: 3 clusters Score -645666.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -645671.750000 Penalty: 2883.330566
	Iteration 85Q: 3 clusters Score -645671.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -645676.062500 Penalty: 2883.330566
	Iteration 86Q: 3 clusters Score -645676.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -645675.937500 Penalty: 2883.330566
	Iteration 87Q: 3 clusters Score -645675.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -645679.437500 Penalty: 2883.330566
	Iteration 88Q: 3 clusters Score -645679.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -645679.625000 Penalty: 2883.330566
	Iteration 89Q: 3 clusters Score -645679.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -645678.750000 Penalty: 2883.330566
	Iteration 90Q: 3 clusters Score -645678.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -645678.750000 Penalty: 2883.330566
	Iteration 91F: 3 clusters Score -645678.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Entering Unmasked Estep 
Score: -230763.062500 Penalty: 1286.481201
	Iteration 0F: 2 clusters Score -230763.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -228199.156250 Penalty: 2572.962402
	Iteration 0F: 3 clusters Score -228199.2 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -228926.140625 Penalty: 2572.962402
	Iteration 1F: 3 clusters Score -228926.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -229232.140625 Penalty: 2572.962402
	Iteration 2F: 3 clusters Score -229232.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -229489.593750 Penalty: 2572.962402
	Iteration 3F: 3 clusters Score -229489.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -229702.375000 Penalty: 2572.962402
	Iteration 4F: 3 clusters Score -229702.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -229887.718750 Penalty: 2572.962402
	Iteration 5F: 3 clusters Score -229887.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -230039.234375 Penalty: 2572.962402
	Iteration 6Q: 3 clusters Score -230039.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -230144.796875 Penalty: 2572.962402
	Iteration 7Q: 3 clusters Score -230144.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -230208.125000 Penalty: 2572.962402
	Iteration 8Q: 3 clusters Score -230208.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -230262.968750 Penalty: 2572.962402
	Iteration 9Q: 3 clusters Score -230263 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -230311.062500 Penalty: 2572.962402
	Iteration 10Q: 3 clusters Score -230311.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -230337.031250 Penalty: 2572.962402
	Iteration 11Q: 3 clusters Score -230337 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -230365.781250 Penalty: 2572.962402
	Iteration 12Q: 3 clusters Score -230365.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -230390.109375 Penalty: 2572.962402
	Iteration 13Q: 3 clusters Score -230390.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -230411.531250 Penalty: 2572.962402
	Iteration 14Q: 3 clusters Score -230411.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -230426.921875 Penalty: 2572.962402
	Iteration 15Q: 3 clusters Score -230426.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -230437.046875 Penalty: 2572.962402
	Iteration 16Q: 3 clusters Score -230437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -230448.046875 Penalty: 2572.962402
	Iteration 17Q: 3 clusters Score -230448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -230458.687500 Penalty: 2572.962402
	Iteration 18Q: 3 clusters Score -230458.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -230470.890625 Penalty: 2572.962402
	Iteration 19Q: 3 clusters Score -230470.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -230494.093750 Penalty: 2572.962402
	Iteration 20F: 3 clusters Score -230494.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -230511.546875 Penalty: 2572.962402
	Iteration 21Q: 3 clusters Score -230511.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -230523.921875 Penalty: 2572.962402
	Iteration 22Q: 3 clusters Score -230523.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -230539.343750 Penalty: 2572.962402
	Iteration 23Q: 3 clusters Score -230539.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -230558.171875 Penalty: 2572.962402
	Iteration 24Q: 3 clusters Score -230558.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -230568.234375 Penalty: 2572.962402
	Iteration 25Q: 3 clusters Score -230568.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -230577.734375 Penalty: 2572.962402
	Iteration 26Q: 3 clusters Score -230577.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -230581.562500 Penalty: 2572.962402
	Iteration 27Q: 3 clusters Score -230581.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -230584.640625 Penalty: 2572.962402
	Iteration 28Q: 3 clusters Score -230584.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -230585.093750 Penalty: 2572.962402
	Iteration 29Q: 3 clusters Score -230585.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -230585.093750 Penalty: 2572.962402
	Iteration 30F: 3 clusters Score -230585.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (73942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73942 members 
Entering Unmasked Estep 
Score: -6772409.000000 Penalty: 1821.793457
	Iteration 0F: 2 clusters Score -6772409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -6722960.500000 Penalty: 3643.586914
	Iteration 0F: 3 clusters Score -6722960 nChanged 35063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -6744030.000000 Penalty: 3643.586914
	Iteration 1F: 3 clusters Score -6744030 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -6745375.500000 Penalty: 3643.586914
	Iteration 2Q: 3 clusters Score -6745376 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47994 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -6747667.000000 Penalty: 3643.586914
	Iteration 3F: 3 clusters Score -6747667 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53073 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -6751369.000000 Penalty: 3643.586914
	Iteration 4F: 3 clusters Score -6751369 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59126 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -6756689.500000 Penalty: 3643.586914
	Iteration 5F: 3 clusters Score -6756690 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64989 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -6762315.500000 Penalty: 3643.586914
	Iteration 6F: 3 clusters Score -6762316 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69462 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -6766681.500000 Penalty: 3643.586914
	Iteration 7F: 3 clusters Score -6766682 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71972 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -6769126.000000 Penalty: 3643.586914
	Iteration 8Q: 3 clusters Score -6769126 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73059 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -6770100.500000 Penalty: 3643.586914
	Iteration 9Q: 3 clusters Score -6770100 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73449 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -6770516.000000 Penalty: 3643.586914
	Iteration 10Q: 3 clusters Score -6770516 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73569 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6770676.500000 Penalty: 3643.586914
	Iteration 11Q: 3 clusters Score -6770676 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73618 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6770764.000000 Penalty: 3643.586914
	Iteration 12Q: 3 clusters Score -6770764 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73641 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6770799.000000 Penalty: 3643.586914
	Iteration 13Q: 3 clusters Score -6770799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73650 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6770820.500000 Penalty: 3643.586914
	Iteration 14Q: 3 clusters Score -6770820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73662 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6770837.000000 Penalty: 3643.586914
	Iteration 15Q: 3 clusters Score -6770837 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73674 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6770861.000000 Penalty: 3643.586914
	Iteration 16Q: 3 clusters Score -6770861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73679 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -6770875.000000 Penalty: 3643.586914
	Iteration 17Q: 3 clusters Score -6770875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73682 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -6770874.000000 Penalty: 3643.586914
	Iteration 18Q: 3 clusters Score -6770874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73686 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -6770892.000000 Penalty: 3643.586914
	Iteration 19Q: 3 clusters Score -6770892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73690 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -6770887.000000 Penalty: 3643.586914
	Iteration 20F: 3 clusters Score -6770887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73688 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6770897.500000 Penalty: 3643.586914
	Iteration 21Q: 3 clusters Score -6770898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73687 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6770902.500000 Penalty: 3643.586914
	Iteration 22Q: 3 clusters Score -6770902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73685 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -6770902.500000 Penalty: 3643.586914
	Iteration 23Q: 3 clusters Score -6770902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73685 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -6770902.500000 Penalty: 3643.586914
	Iteration 24F: 3 clusters Score -6770902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Entering Unmasked Estep 
Score: -147220.421875 Penalty: 1206.814209
	Iteration 0F: 2 clusters Score -147220.4 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 867 members 
Entering Unmasked Estep 
Score: -145334.156250 Penalty: 2413.628418
	Iteration 0F: 3 clusters Score -145334.2 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -145775.046875 Penalty: 2413.628418
	Iteration 1F: 3 clusters Score -145775 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -145910.265625 Penalty: 2413.628418
	Iteration 2F: 3 clusters Score -145910.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -145981.890625 Penalty: 2413.628418
	Iteration 3Q: 3 clusters Score -145981.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -146050.656250 Penalty: 2413.628418
	Iteration 4Q: 3 clusters Score -146050.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -146102.187500 Penalty: 2413.628418
	Iteration 5Q: 3 clusters Score -146102.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -146136.343750 Penalty: 2413.628418
	Iteration 6Q: 3 clusters Score -146136.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -146161.828125 Penalty: 2413.628418
	Iteration 7Q: 3 clusters Score -146161.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -146184.750000 Penalty: 2413.628418
	Iteration 8Q: 3 clusters Score -146184.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -146210.593750 Penalty: 2413.628418
	Iteration 9Q: 3 clusters Score -146210.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -146230.578125 Penalty: 2413.628418
	Iteration 10Q: 3 clusters Score -146230.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -146254.796875 Penalty: 2413.628418
	Iteration 11Q: 3 clusters Score -146254.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -146291.796875 Penalty: 2413.628418
	Iteration 12Q: 3 clusters Score -146291.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -146329.890625 Penalty: 2413.628418
	Iteration 13Q: 3 clusters Score -146329.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -146380.953125 Penalty: 2413.628418
	Iteration 14Q: 3 clusters Score -146381 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -146424.609375 Penalty: 2413.628418
	Iteration 15Q: 3 clusters Score -146424.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -146458.546875 Penalty: 2413.628418
	Iteration 16Q: 3 clusters Score -146458.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -146490.750000 Penalty: 2413.628418
	Iteration 17Q: 3 clusters Score -146490.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -146531.937500 Penalty: 2413.628418
	Iteration 18Q: 3 clusters Score -146531.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -146567.640625 Penalty: 2413.628418
	Iteration 19Q: 3 clusters Score -146567.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -146591.421875 Penalty: 2413.628418
	Iteration 20F: 3 clusters Score -146591.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -146612.343750 Penalty: 2413.628418
	Iteration 21Q: 3 clusters Score -146612.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -146622.281250 Penalty: 2413.628418
	Iteration 22Q: 3 clusters Score -146622.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -146633.734375 Penalty: 2413.628418
	Iteration 23Q: 3 clusters Score -146633.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -146646.828125 Penalty: 2413.628418
	Iteration 24Q: 3 clusters Score -146646.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -146659.156250 Penalty: 2413.628418
	Iteration 25Q: 3 clusters Score -146659.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -146666.921875 Penalty: 2413.628418
	Iteration 26Q: 3 clusters Score -146666.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -146672.328125 Penalty: 2413.628418
	Iteration 27Q: 3 clusters Score -146672.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -146678.312500 Penalty: 2413.628418
	Iteration 28Q: 3 clusters Score -146678.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -146678.500000 Penalty: 2413.628418
	Iteration 29Q: 3 clusters Score -146678.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -146678.843750 Penalty: 2413.628418
	Iteration 30Q: 3 clusters Score -146678.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -146679.890625 Penalty: 2413.628418
	Iteration 31Q: 3 clusters Score -146679.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -146680.640625 Penalty: 2413.628418
	Iteration 32Q: 3 clusters Score -146680.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -146680.640625 Penalty: 2413.628418
	Iteration 33F: 3 clusters Score -146680.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Entering Unmasked Estep 
Score: -1320779.625000 Penalty: 1554.609009
	Iteration 0F: 2 clusters Score -1320780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1310778.625000 Penalty: 3109.218018
	Iteration 0F: 3 clusters Score -1310779 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1314233.250000 Penalty: 3109.218018
	Iteration 1F: 3 clusters Score -1314233 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1314496.375000 Penalty: 3109.218018
	Iteration 2F: 3 clusters Score -1314496 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1314712.875000 Penalty: 3109.218018
	Iteration 3Q: 3 clusters Score -1314713 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1314886.375000 Penalty: 3109.218018
	Iteration 4Q: 3 clusters Score -1314886 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1315029.125000 Penalty: 3109.218018
	Iteration 5Q: 3 clusters Score -1315029 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1315193.250000 Penalty: 3109.218018
	Iteration 6Q: 3 clusters Score -1315193 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1315399.125000 Penalty: 3109.218018
	Iteration 7Q: 3 clusters Score -1315399 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1315633.625000 Penalty: 3109.218018
	Iteration 8Q: 3 clusters Score -1315634 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1315919.500000 Penalty: 3109.218018
	Iteration 9Q: 3 clusters Score -1315920 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1316303.625000 Penalty: 3109.218018
	Iteration 10Q: 3 clusters Score -1316304 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1316763.125000 Penalty: 3109.218018
	Iteration 11Q: 3 clusters Score -1316763 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1317177.125000 Penalty: 3109.218018
	Iteration 12Q: 3 clusters Score -1317177 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1317539.500000 Penalty: 3109.218018
	Iteration 13Q: 3 clusters Score -1317540 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1317881.375000 Penalty: 3109.218018
	Iteration 14Q: 3 clusters Score -1317881 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1318142.500000 Penalty: 3109.218018
	Iteration 15Q: 3 clusters Score -1318142 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1318394.000000 Penalty: 3109.218018
	Iteration 16Q: 3 clusters Score -1318394 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1318608.125000 Penalty: 3109.218018
	Iteration 17Q: 3 clusters Score -1318608 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1318782.875000 Penalty: 3109.218018
	Iteration 18Q: 3 clusters Score -1318783 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1318933.000000 Penalty: 3109.218018
	Iteration 19Q: 3 clusters Score -1318933 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1319033.125000 Penalty: 3109.218018
	Iteration 20F: 3 clusters Score -1319033 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1319117.500000 Penalty: 3109.218018
	Iteration 21Q: 3 clusters Score -1319118 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1319179.500000 Penalty: 3109.218018
	Iteration 22Q: 3 clusters Score -1319180 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -1319238.000000 Penalty: 3109.218018
	Iteration 23Q: 3 clusters Score -1319238 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1319291.500000 Penalty: 3109.218018
	Iteration 24Q: 3 clusters Score -1319292 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1319331.375000 Penalty: 3109.218018
	Iteration 25Q: 3 clusters Score -1319331 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1319361.250000 Penalty: 3109.218018
	Iteration 26Q: 3 clusters Score -1319361 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1319384.500000 Penalty: 3109.218018
	Iteration 27Q: 3 clusters Score -1319384 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1319404.500000 Penalty: 3109.218018
	Iteration 28Q: 3 clusters Score -1319404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1319415.875000 Penalty: 3109.218018
	Iteration 29Q: 3 clusters Score -1319416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1319422.250000 Penalty: 3109.218018
	Iteration 30Q: 3 clusters Score -1319422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1319430.375000 Penalty: 3109.218018
	Iteration 31Q: 3 clusters Score -1319430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1319436.250000 Penalty: 3109.218018
	Iteration 32Q: 3 clusters Score -1319436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1319440.250000 Penalty: 3109.218018
	Iteration 33Q: 3 clusters Score -1319440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1319439.750000 Penalty: 3109.218018
	Iteration 34Q: 3 clusters Score -1319440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1319441.500000 Penalty: 3109.218018
	Iteration 35Q: 3 clusters Score -1319442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1319444.875000 Penalty: 3109.218018
	Iteration 36Q: 3 clusters Score -1319445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1319448.875000 Penalty: 3109.218018
	Iteration 37Q: 3 clusters Score -1319449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1319448.875000 Penalty: 3109.218018
	Iteration 38F: 3 clusters Score -1319449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Entering Unmasked Estep 
Score: -128710.828125 Penalty: 1189.585693
	Iteration 0F: 2 clusters Score -128710.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -126946.882812 Penalty: 2379.171387
	Iteration 0F: 3 clusters Score -126946.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -127294.531250 Penalty: 2379.171387
	Iteration 1F: 3 clusters Score -127294.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -127384.835938 Penalty: 2379.171387
	Iteration 2F: 3 clusters Score -127384.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -127441.921875 Penalty: 2379.171387
	Iteration 3Q: 3 clusters Score -127441.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -127472.312500 Penalty: 2379.171387
	Iteration 4Q: 3 clusters Score -127472.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -127486.687500 Penalty: 2379.171387
	Iteration 5Q: 3 clusters Score -127486.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -127500.664062 Penalty: 2379.171387
	Iteration 6Q: 3 clusters Score -127500.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -127517.179688 Penalty: 2379.171387
	Iteration 7Q: 3 clusters Score -127517.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -127527.492188 Penalty: 2379.171387
	Iteration 8Q: 3 clusters Score -127527.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -127535.250000 Penalty: 2379.171387
	Iteration 9Q: 3 clusters Score -127535.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -127542.460938 Penalty: 2379.171387
	Iteration 10Q: 3 clusters Score -127542.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -127551.007812 Penalty: 2379.171387
	Iteration 11Q: 3 clusters Score -127551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -127559.523438 Penalty: 2379.171387
	Iteration 12Q: 3 clusters Score -127559.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -127569.179688 Penalty: 2379.171387
	Iteration 13Q: 3 clusters Score -127569.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -127577.726562 Penalty: 2379.171387
	Iteration 14Q: 3 clusters Score -127577.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -127593.500000 Penalty: 2379.171387
	Iteration 15Q: 3 clusters Score -127593.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -127608.601562 Penalty: 2379.171387
	Iteration 16Q: 3 clusters Score -127608.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -127621.445312 Penalty: 2379.171387
	Iteration 17Q: 3 clusters Score -127621.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -127636.617188 Penalty: 2379.171387
	Iteration 18Q: 3 clusters Score -127636.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -127652.328125 Penalty: 2379.171387
	Iteration 19Q: 3 clusters Score -127652.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -127665.757812 Penalty: 2379.171387
	Iteration 20F: 3 clusters Score -127665.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -127675.937500 Penalty: 2379.171387
	Iteration 21Q: 3 clusters Score -127675.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -127689.765625 Penalty: 2379.171387
	Iteration 22Q: 3 clusters Score -127689.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -127704.312500 Penalty: 2379.171387
	Iteration 23Q: 3 clusters Score -127704.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -127716.742188 Penalty: 2379.171387
	Iteration 24Q: 3 clusters Score -127716.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -127735.281250 Penalty: 2379.171387
	Iteration 25Q: 3 clusters Score -127735.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -127745.820312 Penalty: 2379.171387
	Iteration 26Q: 3 clusters Score -127745.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -127757.789062 Penalty: 2379.171387
	Iteration 27Q: 3 clusters Score -127757.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -127767.265625 Penalty: 2379.171387
	Iteration 28Q: 3 clusters Score -127767.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -127776.101562 Penalty: 2379.171387
	Iteration 29Q: 3 clusters Score -127776.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -127785.242188 Penalty: 2379.171387
	Iteration 30Q: 3 clusters Score -127785.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -127794.632812 Penalty: 2379.171387
	Iteration 31Q: 3 clusters Score -127794.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -127802.421875 Penalty: 2379.171387
	Iteration 32Q: 3 clusters Score -127802.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -127809.601562 Penalty: 2379.171387
	Iteration 33Q: 3 clusters Score -127809.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -127816.453125 Penalty: 2379.171387
	Iteration 34Q: 3 clusters Score -127816.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -127821.859375 Penalty: 2379.171387
	Iteration 35Q: 3 clusters Score -127821.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -127824.679688 Penalty: 2379.171387
	Iteration 36Q: 3 clusters Score -127824.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -127825.328125 Penalty: 2379.171387
	Iteration 37Q: 3 clusters Score -127825.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -127826.757812 Penalty: 2379.171387
	Iteration 38Q: 3 clusters Score -127826.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -127830.296875 Penalty: 2379.171387
	Iteration 39Q: 3 clusters Score -127830.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -127832.976562 Penalty: 2379.171387
	Iteration 40F: 3 clusters Score -127833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -127835.679688 Penalty: 2379.171387
	Iteration 41Q: 3 clusters Score -127835.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -127837.078125 Penalty: 2379.171387
	Iteration 42Q: 3 clusters Score -127837.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -127838.742188 Penalty: 2379.171387
	Iteration 43Q: 3 clusters Score -127838.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -127839.140625 Penalty: 2379.171387
	Iteration 44Q: 3 clusters Score -127839.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -127839.421875 Penalty: 2379.171387
	Iteration 45Q: 3 clusters Score -127839.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -127839.945312 Penalty: 2379.171387
	Iteration 46Q: 3 clusters Score -127839.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -127839.945312 Penalty: 2379.171387
	Iteration 47F: 3 clusters Score -127839.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Entering Unmasked Estep 
Score: -124884.820312 Penalty: 1183.894897
	Iteration 0F: 2 clusters Score -124884.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -123142.359375 Penalty: 2367.789795
	Iteration 0F: 3 clusters Score -123142.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -123512.585938 Penalty: 2367.789795
	Iteration 1F: 3 clusters Score -123512.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -123667.437500 Penalty: 2367.789795
	Iteration 2F: 3 clusters Score -123667.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -123851.085938 Penalty: 2367.789795
	Iteration 3F: 3 clusters Score -123851.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -124049.789062 Penalty: 2367.789795
	Iteration 4F: 3 clusters Score -124049.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -124298.031250 Penalty: 2367.789795
	Iteration 5F: 3 clusters Score -124298 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -124461.367188 Penalty: 2367.789795
	Iteration 6F: 3 clusters Score -124461.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -124586.312500 Penalty: 2367.789795
	Iteration 7F: 3 clusters Score -124586.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -124654.937500 Penalty: 2367.789795
	Iteration 8Q: 3 clusters Score -124654.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -124681.875000 Penalty: 2367.789795
	Iteration 9Q: 3 clusters Score -124681.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -124695.929688 Penalty: 2367.789795
	Iteration 10Q: 3 clusters Score -124695.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -124708.421875 Penalty: 2367.789795
	Iteration 11Q: 3 clusters Score -124708.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -124719.437500 Penalty: 2367.789795
	Iteration 12Q: 3 clusters Score -124719.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -124731.640625 Penalty: 2367.789795
	Iteration 13Q: 3 clusters Score -124731.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -124740.500000 Penalty: 2367.789795
	Iteration 14Q: 3 clusters Score -124740.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -124741.773438 Penalty: 2367.789795
	Iteration 15Q: 3 clusters Score -124741.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -124743.414062 Penalty: 2367.789795
	Iteration 16Q: 3 clusters Score -124743.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -124743.414062 Penalty: 2367.789795
	Iteration 17F: 3 clusters Score -124743.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -57079.527344 Penalty: 1087.866333
	Iteration 0F: 2 clusters Score -57079.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -55750.148438 Penalty: 2175.732666
	Iteration 0F: 3 clusters Score -55750.15 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -56063.605469 Penalty: 2175.732666
	Iteration 1F: 3 clusters Score -56063.61 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -56319.878906 Penalty: 2175.732666
	Iteration 2F: 3 clusters Score -56319.88 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -56500.687500 Penalty: 2175.732666
	Iteration 3F: 3 clusters Score -56500.69 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -56603.785156 Penalty: 2175.732666
	Iteration 4Q: 3 clusters Score -56603.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -56654.027344 Penalty: 2175.732666
	Iteration 5Q: 3 clusters Score -56654.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -56714.898438 Penalty: 2175.732666
	Iteration 6Q: 3 clusters Score -56714.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -56801.269531 Penalty: 2175.732666
	Iteration 7Q: 3 clusters Score -56801.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -56898.031250 Penalty: 2175.732666
	Iteration 8Q: 3 clusters Score -56898.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -56949.128906 Penalty: 2175.732666
	Iteration 9Q: 3 clusters Score -56949.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -56995.722656 Penalty: 2175.732666
	Iteration 10Q: 3 clusters Score -56995.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -57022.906250 Penalty: 2175.732666
	Iteration 11Q: 3 clusters Score -57022.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -57041.664062 Penalty: 2175.732666
	Iteration 12Q: 3 clusters Score -57041.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -57055.140625 Penalty: 2175.732666
	Iteration 13Q: 3 clusters Score -57055.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -57064.578125 Penalty: 2175.732666
	Iteration 14Q: 3 clusters Score -57064.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -57066.375000 Penalty: 2175.732666
	Iteration 15Q: 3 clusters Score -57066.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -57066.375000 Penalty: 2175.732666
	Iteration 16F: 3 clusters Score -57066.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Entering Unmasked Estep 
Score: -89401.921875 Penalty: 1131.671997
	Iteration 0F: 2 clusters Score -89401.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -87924.476562 Penalty: 2263.343994
	Iteration 0F: 3 clusters Score -87924.48 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -88210.093750 Penalty: 2263.343994
	Iteration 1F: 3 clusters Score -88210.09 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -88327.023438 Penalty: 2263.343994
	Iteration 2F: 3 clusters Score -88327.02 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -88413.875000 Penalty: 2263.343994
	Iteration 3F: 3 clusters Score -88413.88 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -88472.109375 Penalty: 2263.343994
	Iteration 4Q: 3 clusters Score -88472.11 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -88508.203125 Penalty: 2263.343994
	Iteration 5Q: 3 clusters Score -88508.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -88546.351562 Penalty: 2263.343994
	Iteration 6Q: 3 clusters Score -88546.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -88598.828125 Penalty: 2263.343994
	Iteration 7Q: 3 clusters Score -88598.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -88644.523438 Penalty: 2263.343994
	Iteration 8Q: 3 clusters Score -88644.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -88693.078125 Penalty: 2263.343994
	Iteration 9Q: 3 clusters Score -88693.08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -88777.179688 Penalty: 2263.343994
	Iteration 10Q: 3 clusters Score -88777.18 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -88856.609375 Penalty: 2263.343994
	Iteration 11Q: 3 clusters Score -88856.61 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -88937.882812 Penalty: 2263.343994
	Iteration 12Q: 3 clusters Score -88937.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -88977.601562 Penalty: 2263.343994
	Iteration 13Q: 3 clusters Score -88977.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -89004.226562 Penalty: 2263.343994
	Iteration 14Q: 3 clusters Score -89004.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -89024.031250 Penalty: 2263.343994
	Iteration 15Q: 3 clusters Score -89024.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -89047.726562 Penalty: 2263.343994
	Iteration 16Q: 3 clusters Score -89047.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -89063.125000 Penalty: 2263.343994
	Iteration 17Q: 3 clusters Score -89063.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -89073.132812 Penalty: 2263.343994
	Iteration 18Q: 3 clusters Score -89073.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -89076.343750 Penalty: 2263.343994
	Iteration 19Q: 3 clusters Score -89076.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -89077.445312 Penalty: 2263.343994
	Iteration 20F: 3 clusters Score -89077.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Entering Unmasked Estep 
Score: -143534.921875 Penalty: 1209.405029
	Iteration 0F: 2 clusters Score -143534.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -141614.140625 Penalty: 2418.810059
	Iteration 0F: 3 clusters Score -141614.1 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -142031.921875 Penalty: 2418.810059
	Iteration 1F: 3 clusters Score -142031.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -142231.968750 Penalty: 2418.810059
	Iteration 2F: 3 clusters Score -142232 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -142334.046875 Penalty: 2418.810059
	Iteration 3F: 3 clusters Score -142334 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -142405.234375 Penalty: 2418.810059
	Iteration 4Q: 3 clusters Score -142405.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -142448.328125 Penalty: 2418.810059
	Iteration 5Q: 3 clusters Score -142448.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -142483.906250 Penalty: 2418.810059
	Iteration 6Q: 3 clusters Score -142483.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -142523.062500 Penalty: 2418.810059
	Iteration 7Q: 3 clusters Score -142523.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -142555.437500 Penalty: 2418.810059
	Iteration 8Q: 3 clusters Score -142555.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -142588.281250 Penalty: 2418.810059
	Iteration 9Q: 3 clusters Score -142588.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -142626.906250 Penalty: 2418.810059
	Iteration 10Q: 3 clusters Score -142626.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -142664.875000 Penalty: 2418.810059
	Iteration 11Q: 3 clusters Score -142664.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -142693.343750 Penalty: 2418.810059
	Iteration 12Q: 3 clusters Score -142693.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -142718.468750 Penalty: 2418.810059
	Iteration 13Q: 3 clusters Score -142718.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -142749.421875 Penalty: 2418.810059
	Iteration 14Q: 3 clusters Score -142749.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -142764.484375 Penalty: 2418.810059
	Iteration 15Q: 3 clusters Score -142764.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -142778.328125 Penalty: 2418.810059
	Iteration 16Q: 3 clusters Score -142778.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -142789.578125 Penalty: 2418.810059
	Iteration 17Q: 3 clusters Score -142789.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -142794.578125 Penalty: 2418.810059
	Iteration 18Q: 3 clusters Score -142794.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -142801.031250 Penalty: 2418.810059
	Iteration 19Q: 3 clusters Score -142801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -142807.593750 Penalty: 2418.810059
	Iteration 20F: 3 clusters Score -142807.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -142812.843750 Penalty: 2418.810059
	Iteration 21Q: 3 clusters Score -142812.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -142818.406250 Penalty: 2418.810059
	Iteration 22Q: 3 clusters Score -142818.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -142819.578125 Penalty: 2418.810059
	Iteration 23Q: 3 clusters Score -142819.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -142820.093750 Penalty: 2418.810059
	Iteration 24Q: 3 clusters Score -142820.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -142821.000000 Penalty: 2418.810059
	Iteration 25Q: 3 clusters Score -142821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -142821.000000 Penalty: 2418.810059
	Iteration 26F: 3 clusters Score -142821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (7683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Entering Unmasked Estep 
Score: -677479.687500 Penalty: 1453.849243
	Iteration 0F: 2 clusters Score -677479.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -671788.687500 Penalty: 2907.698486
	Iteration 0F: 3 clusters Score -671788.7 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -673725.750000 Penalty: 2907.698486
	Iteration 1F: 3 clusters Score -673725.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -674169.250000 Penalty: 2907.698486
	Iteration 2F: 3 clusters Score -674169.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -674609.937500 Penalty: 2907.698486
	Iteration 3F: 3 clusters Score -674609.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -675012.812500 Penalty: 2907.698486
	Iteration 4F: 3 clusters Score -675012.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -675320.250000 Penalty: 2907.698486
	Iteration 5F: 3 clusters Score -675320.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -675544.687500 Penalty: 2907.698486
	Iteration 6F: 3 clusters Score -675544.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -675716.937500 Penalty: 2907.698486
	Iteration 7Q: 3 clusters Score -675716.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -675863.187500 Penalty: 2907.698486
	Iteration 8Q: 3 clusters Score -675863.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -675975.687500 Penalty: 2907.698486
	Iteration 9Q: 3 clusters Score -675975.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -676075.187500 Penalty: 2907.698486
	Iteration 10Q: 3 clusters Score -676075.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -676146.437500 Penalty: 2907.698486
	Iteration 11Q: 3 clusters Score -676146.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -676202.187500 Penalty: 2907.698486
	Iteration 12Q: 3 clusters Score -676202.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -676267.375000 Penalty: 2907.698486
	Iteration 13Q: 3 clusters Score -676267.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -676330.187500 Penalty: 2907.698486
	Iteration 14Q: 3 clusters Score -676330.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -676408.375000 Penalty: 2907.698486
	Iteration 15Q: 3 clusters Score -676408.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -676491.812500 Penalty: 2907.698486
	Iteration 16Q: 3 clusters Score -676491.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -676562.187500 Penalty: 2907.698486
	Iteration 17Q: 3 clusters Score -676562.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -676614.062500 Penalty: 2907.698486
	Iteration 18Q: 3 clusters Score -676614.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -676652.250000 Penalty: 2907.698486
	Iteration 19Q: 3 clusters Score -676652.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -676681.625000 Penalty: 2907.698486
	Iteration 20F: 3 clusters Score -676681.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -676698.625000 Penalty: 2907.698486
	Iteration 21Q: 3 clusters Score -676698.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -676712.312500 Penalty: 2907.698486
	Iteration 22Q: 3 clusters Score -676712.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -676718.937500 Penalty: 2907.698486
	Iteration 23Q: 3 clusters Score -676718.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -676730.937500 Penalty: 2907.698486
	Iteration 24Q: 3 clusters Score -676730.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -676739.312500 Penalty: 2907.698486
	Iteration 25Q: 3 clusters Score -676739.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -676751.375000 Penalty: 2907.698486
	Iteration 26Q: 3 clusters Score -676751.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -676763.562500 Penalty: 2907.698486
	Iteration 27Q: 3 clusters Score -676763.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -676778.187500 Penalty: 2907.698486
	Iteration 28Q: 3 clusters Score -676778.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -676783.625000 Penalty: 2907.698486
	Iteration 29Q: 3 clusters Score -676783.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -676788.437500 Penalty: 2907.698486
	Iteration 30Q: 3 clusters Score -676788.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -676796.687500 Penalty: 2907.698486
	Iteration 31Q: 3 clusters Score -676796.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -676800.312500 Penalty: 2907.698486
	Iteration 32Q: 3 clusters Score -676800.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -676802.562500 Penalty: 2907.698486
	Iteration 33Q: 3 clusters Score -676802.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -676803.687500 Penalty: 2907.698486
	Iteration 34Q: 3 clusters Score -676803.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -676805.750000 Penalty: 2907.698486
	Iteration 35Q: 3 clusters Score -676805.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -676805.750000 Penalty: 2907.698486
	Iteration 36Q: 3 clusters Score -676805.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -676807.687500 Penalty: 2907.698486
	Iteration 37Q: 3 clusters Score -676807.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -676810.187500 Penalty: 2907.698486
	Iteration 38Q: 3 clusters Score -676810.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -676813.937500 Penalty: 2907.698486
	Iteration 39Q: 3 clusters Score -676813.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -676815.812500 Penalty: 2907.698486
	Iteration 40F: 3 clusters Score -676815.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -676818.750000 Penalty: 2907.698486
	Iteration 41Q: 3 clusters Score -676818.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -676821.875000 Penalty: 2907.698486
	Iteration 42Q: 3 clusters Score -676821.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -676824.875000 Penalty: 2907.698486
	Iteration 43Q: 3 clusters Score -676824.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -676826.562500 Penalty: 2907.698486
	Iteration 44Q: 3 clusters Score -676826.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -676825.687500 Penalty: 2907.698486
	Iteration 45Q: 3 clusters Score -676825.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -676827.375000 Penalty: 2907.698486
	Iteration 46Q: 3 clusters Score -676827.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -676827.625000 Penalty: 2907.698486
	Iteration 47Q: 3 clusters Score -676827.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -676829.500000 Penalty: 2907.698486
	Iteration 48Q: 3 clusters Score -676829.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -676830.625000 Penalty: 2907.698486
	Iteration 49Q: 3 clusters Score -676830.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -676832.312500 Penalty: 2907.698486
	Iteration 50Q: 3 clusters Score -676832.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -676834.812500 Penalty: 2907.698486
	Iteration 51Q: 3 clusters Score -676834.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -676835.875000 Penalty: 2907.698486
	Iteration 52Q: 3 clusters Score -676835.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -676835.312500 Penalty: 2907.698486
	Iteration 53Q: 3 clusters Score -676835.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -676835.875000 Penalty: 2907.698486
	Iteration 54Q: 3 clusters Score -676835.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -676835.625000 Penalty: 2907.698486
	Iteration 55Q: 3 clusters Score -676835.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -676837.812500 Penalty: 2907.698486
	Iteration 56Q: 3 clusters Score -676837.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -676838.062500 Penalty: 2907.698486
	Iteration 57Q: 3 clusters Score -676838.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -676839.937500 Penalty: 2907.698486
	Iteration 58Q: 3 clusters Score -676839.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -676841.187500 Penalty: 2907.698486
	Iteration 59Q: 3 clusters Score -676841.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -676841.250000 Penalty: 2907.698486
	Iteration 60F: 3 clusters Score -676841.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -676841.562500 Penalty: 2907.698486
	Iteration 61Q: 3 clusters Score -676841.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -676843.250000 Penalty: 2907.698486
	Iteration 62Q: 3 clusters Score -676843.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -676842.812500 Penalty: 2907.698486
	Iteration 63Q: 3 clusters Score -676842.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -676843.250000 Penalty: 2907.698486
	Iteration 64Q: 3 clusters Score -676843.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -676843.437500 Penalty: 2907.698486
	Iteration 65Q: 3 clusters Score -676843.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -676844.125000 Penalty: 2907.698486
	Iteration 66Q: 3 clusters Score -676844.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -676843.562500 Penalty: 2907.698486
	Iteration 67Q: 3 clusters Score -676843.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -676843.812500 Penalty: 2907.698486
	Iteration 68Q: 3 clusters Score -676843.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -676844.562500 Penalty: 2907.698486
	Iteration 69Q: 3 clusters Score -676844.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -676845.875000 Penalty: 2907.698486
	Iteration 70Q: 3 clusters Score -676845.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -676844.562500 Penalty: 2907.698486
	Iteration 71Q: 3 clusters Score -676844.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -676844.937500 Penalty: 2907.698486
	Iteration 72Q: 3 clusters Score -676844.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -676844.937500 Penalty: 2907.698486
	Iteration 73F: 3 clusters Score -676844.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Entering Unmasked Estep 
Score: -461547.281250 Penalty: 1389.414185
	Iteration 0F: 2 clusters Score -461547.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -457439.843750 Penalty: 2778.828369
	Iteration 0F: 3 clusters Score -457439.8 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -458596.718750 Penalty: 2778.828369
	Iteration 1F: 3 clusters Score -458596.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -458799.656250 Penalty: 2778.828369
	Iteration 2F: 3 clusters Score -458799.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -458927.000000 Penalty: 2778.828369
	Iteration 3F: 3 clusters Score -458927 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -459015.812500 Penalty: 2778.828369
	Iteration 4Q: 3 clusters Score -459015.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -459088.218750 Penalty: 2778.828369
	Iteration 5Q: 3 clusters Score -459088.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -459154.968750 Penalty: 2778.828369
	Iteration 6Q: 3 clusters Score -459155 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -459219.000000 Penalty: 2778.828369
	Iteration 7Q: 3 clusters Score -459219 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -459299.250000 Penalty: 2778.828369
	Iteration 8Q: 3 clusters Score -459299.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -459404.000000 Penalty: 2778.828369
	Iteration 9Q: 3 clusters Score -459404 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -459509.937500 Penalty: 2778.828369
	Iteration 10Q: 3 clusters Score -459509.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -459632.218750 Penalty: 2778.828369
	Iteration 11Q: 3 clusters Score -459632.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -459759.437500 Penalty: 2778.828369
	Iteration 12Q: 3 clusters Score -459759.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -459884.343750 Penalty: 2778.828369
	Iteration 13Q: 3 clusters Score -459884.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -459999.375000 Penalty: 2778.828369
	Iteration 14Q: 3 clusters Score -459999.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -460087.781250 Penalty: 2778.828369
	Iteration 15Q: 3 clusters Score -460087.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -460176.625000 Penalty: 2778.828369
	Iteration 16Q: 3 clusters Score -460176.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -460255.250000 Penalty: 2778.828369
	Iteration 17Q: 3 clusters Score -460255.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -460321.281250 Penalty: 2778.828369
	Iteration 18Q: 3 clusters Score -460321.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -460376.187500 Penalty: 2778.828369
	Iteration 19Q: 3 clusters Score -460376.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -460429.375000 Penalty: 2778.828369
	Iteration 20F: 3 clusters Score -460429.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -460460.562500 Penalty: 2778.828369
	Iteration 21Q: 3 clusters Score -460460.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -460484.125000 Penalty: 2778.828369
	Iteration 22Q: 3 clusters Score -460484.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -460508.531250 Penalty: 2778.828369
	Iteration 23Q: 3 clusters Score -460508.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -460530.312500 Penalty: 2778.828369
	Iteration 24Q: 3 clusters Score -460530.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -460553.531250 Penalty: 2778.828369
	Iteration 25Q: 3 clusters Score -460553.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -460569.812500 Penalty: 2778.828369
	Iteration 26Q: 3 clusters Score -460569.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -460590.187500 Penalty: 2778.828369
	Iteration 27Q: 3 clusters Score -460590.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -460602.343750 Penalty: 2778.828369
	Iteration 28Q: 3 clusters Score -460602.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -460612.562500 Penalty: 2778.828369
	Iteration 29Q: 3 clusters Score -460612.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -460629.156250 Penalty: 2778.828369
	Iteration 30Q: 3 clusters Score -460629.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -460643.500000 Penalty: 2778.828369
	Iteration 31Q: 3 clusters Score -460643.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -460654.375000 Penalty: 2778.828369
	Iteration 32Q: 3 clusters Score -460654.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -460662.781250 Penalty: 2778.828369
	Iteration 33Q: 3 clusters Score -460662.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -460676.406250 Penalty: 2778.828369
	Iteration 34Q: 3 clusters Score -460676.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -460685.531250 Penalty: 2778.828369
	Iteration 35Q: 3 clusters Score -460685.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -460698.093750 Penalty: 2778.828369
	Iteration 36Q: 3 clusters Score -460698.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -460716.812500 Penalty: 2778.828369
	Iteration 37Q: 3 clusters Score -460716.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -460731.750000 Penalty: 2778.828369
	Iteration 38Q: 3 clusters Score -460731.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -460739.437500 Penalty: 2778.828369
	Iteration 39Q: 3 clusters Score -460739.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -460747.062500 Penalty: 2778.828369
	Iteration 40F: 3 clusters Score -460747.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -460756.031250 Penalty: 2778.828369
	Iteration 41Q: 3 clusters Score -460756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -460761.968750 Penalty: 2778.828369
	Iteration 42Q: 3 clusters Score -460762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -460765.468750 Penalty: 2778.828369
	Iteration 43Q: 3 clusters Score -460765.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -460768.062500 Penalty: 2778.828369
	Iteration 44Q: 3 clusters Score -460768.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -460768.750000 Penalty: 2778.828369
	Iteration 45Q: 3 clusters Score -460768.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -460770.625000 Penalty: 2778.828369
	Iteration 46Q: 3 clusters Score -460770.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -460772.531250 Penalty: 2778.828369
	Iteration 47Q: 3 clusters Score -460772.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -460773.625000 Penalty: 2778.828369
	Iteration 48Q: 3 clusters Score -460773.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -460773.218750 Penalty: 2778.828369
	Iteration 49Q: 3 clusters Score -460773.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -460773.937500 Penalty: 2778.828369
	Iteration 50Q: 3 clusters Score -460773.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -460774.531250 Penalty: 2778.828369
	Iteration 51Q: 3 clusters Score -460774.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -460774.687500 Penalty: 2778.828369
	Iteration 52Q: 3 clusters Score -460774.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -460774.687500 Penalty: 2778.828369
	Iteration 53F: 3 clusters Score -460774.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Entering Unmasked Estep 
Score: -248928.578125 Penalty: 1290.055420
	Iteration 0F: 2 clusters Score -248928.6 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 1444 members 
Entering Unmasked Estep 
Score: -246346.703125 Penalty: 2580.110840
	Iteration 0F: 3 clusters Score -246346.7 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -246890.500000 Penalty: 2580.110840
	Iteration 1F: 3 clusters Score -246890.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -247001.546875 Penalty: 2580.110840
	Iteration 2F: 3 clusters Score -247001.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -247078.312500 Penalty: 2580.110840
	Iteration 3Q: 3 clusters Score -247078.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -247139.734375 Penalty: 2580.110840
	Iteration 4Q: 3 clusters Score -247139.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -247190.265625 Penalty: 2580.110840
	Iteration 5Q: 3 clusters Score -247190.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -247227.000000 Penalty: 2580.110840
	Iteration 6Q: 3 clusters Score -247227 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -247271.156250 Penalty: 2580.110840
	Iteration 7Q: 3 clusters Score -247271.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -247304.890625 Penalty: 2580.110840
	Iteration 8Q: 3 clusters Score -247304.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -247337.390625 Penalty: 2580.110840
	Iteration 9Q: 3 clusters Score -247337.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -247364.421875 Penalty: 2580.110840
	Iteration 10Q: 3 clusters Score -247364.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -247399.296875 Penalty: 2580.110840
	Iteration 11Q: 3 clusters Score -247399.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -247429.296875 Penalty: 2580.110840
	Iteration 12Q: 3 clusters Score -247429.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -247457.140625 Penalty: 2580.110840
	Iteration 13Q: 3 clusters Score -247457.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -247479.187500 Penalty: 2580.110840
	Iteration 14Q: 3 clusters Score -247479.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -247494.046875 Penalty: 2580.110840
	Iteration 15Q: 3 clusters Score -247494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -247504.437500 Penalty: 2580.110840
	Iteration 16Q: 3 clusters Score -247504.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -247517.812500 Penalty: 2580.110840
	Iteration 17Q: 3 clusters Score -247517.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -247531.265625 Penalty: 2580.110840
	Iteration 18Q: 3 clusters Score -247531.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -247542.515625 Penalty: 2580.110840
	Iteration 19Q: 3 clusters Score -247542.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -247552.671875 Penalty: 2580.110840
	Iteration 20F: 3 clusters Score -247552.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -247566.609375 Penalty: 2580.110840
	Iteration 21Q: 3 clusters Score -247566.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -247583.156250 Penalty: 2580.110840
	Iteration 22Q: 3 clusters Score -247583.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -247602.406250 Penalty: 2580.110840
	Iteration 23Q: 3 clusters Score -247602.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -247622.187500 Penalty: 2580.110840
	Iteration 24Q: 3 clusters Score -247622.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -247638.312500 Penalty: 2580.110840
	Iteration 25Q: 3 clusters Score -247638.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -247657.750000 Penalty: 2580.110840
	Iteration 26Q: 3 clusters Score -247657.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -247682.578125 Penalty: 2580.110840
	Iteration 27Q: 3 clusters Score -247682.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -247699.296875 Penalty: 2580.110840
	Iteration 28Q: 3 clusters Score -247699.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -247715.343750 Penalty: 2580.110840
	Iteration 29Q: 3 clusters Score -247715.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -247727.156250 Penalty: 2580.110840
	Iteration 30Q: 3 clusters Score -247727.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -247734.468750 Penalty: 2580.110840
	Iteration 31Q: 3 clusters Score -247734.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -247743.656250 Penalty: 2580.110840
	Iteration 32Q: 3 clusters Score -247743.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -247749.812500 Penalty: 2580.110840
	Iteration 33Q: 3 clusters Score -247749.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -247752.687500 Penalty: 2580.110840
	Iteration 34Q: 3 clusters Score -247752.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -247754.156250 Penalty: 2580.110840
	Iteration 35Q: 3 clusters Score -247754.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -247756.000000 Penalty: 2580.110840
	Iteration 36Q: 3 clusters Score -247756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -247761.609375 Penalty: 2580.110840
	Iteration 37Q: 3 clusters Score -247761.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -247766.656250 Penalty: 2580.110840
	Iteration 38Q: 3 clusters Score -247766.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -247773.609375 Penalty: 2580.110840
	Iteration 39Q: 3 clusters Score -247773.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -247776.421875 Penalty: 2580.110840
	Iteration 40F: 3 clusters Score -247776.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -247777.859375 Penalty: 2580.110840
	Iteration 41Q: 3 clusters Score -247777.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -247778.406250 Penalty: 2580.110840
	Iteration 42Q: 3 clusters Score -247778.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -247779.281250 Penalty: 2580.110840
	Iteration 43Q: 3 clusters Score -247779.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -247781.453125 Penalty: 2580.110840
	Iteration 44Q: 3 clusters Score -247781.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -247782.437500 Penalty: 2580.110840
	Iteration 45Q: 3 clusters Score -247782.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -247782.781250 Penalty: 2580.110840
	Iteration 46Q: 3 clusters Score -247782.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -247783.546875 Penalty: 2580.110840
	Iteration 47Q: 3 clusters Score -247783.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -247785.078125 Penalty: 2580.110840
	Iteration 48Q: 3 clusters Score -247785.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -247786.000000 Penalty: 2580.110840
	Iteration 49Q: 3 clusters Score -247786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -247786.000000 Penalty: 2580.110840
	Iteration 50F: 3 clusters Score -247786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Entering Unmasked Estep 
Score: -309668.000000 Penalty: 1321.564819
	Iteration 0F: 2 clusters Score -309668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -306666.125000 Penalty: 2643.129639
	Iteration 0F: 3 clusters Score -306666.1 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -307435.937500 Penalty: 2643.129639
	Iteration 1F: 3 clusters Score -307435.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -307591.218750 Penalty: 2643.129639
	Iteration 2F: 3 clusters Score -307591.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -307673.187500 Penalty: 2643.129639
	Iteration 3Q: 3 clusters Score -307673.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -307713.531250 Penalty: 2643.129639
	Iteration 4Q: 3 clusters Score -307713.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -307744.562500 Penalty: 2643.129639
	Iteration 5Q: 3 clusters Score -307744.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -307770.812500 Penalty: 2643.129639
	Iteration 6Q: 3 clusters Score -307770.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -307796.343750 Penalty: 2643.129639
	Iteration 7Q: 3 clusters Score -307796.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -307822.875000 Penalty: 2643.129639
	Iteration 8Q: 3 clusters Score -307822.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -307847.281250 Penalty: 2643.129639
	Iteration 9Q: 3 clusters Score -307847.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -307870.250000 Penalty: 2643.129639
	Iteration 10Q: 3 clusters Score -307870.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -307887.250000 Penalty: 2643.129639
	Iteration 11Q: 3 clusters Score -307887.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -307904.593750 Penalty: 2643.129639
	Iteration 12Q: 3 clusters Score -307904.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -307919.718750 Penalty: 2643.129639
	Iteration 13Q: 3 clusters Score -307919.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -307936.187500 Penalty: 2643.129639
	Iteration 14Q: 3 clusters Score -307936.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -307957.625000 Penalty: 2643.129639
	Iteration 15Q: 3 clusters Score -307957.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -307979.375000 Penalty: 2643.129639
	Iteration 16Q: 3 clusters Score -307979.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -307997.281250 Penalty: 2643.129639
	Iteration 17Q: 3 clusters Score -307997.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -308011.781250 Penalty: 2643.129639
	Iteration 18Q: 3 clusters Score -308011.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -308027.500000 Penalty: 2643.129639
	Iteration 19Q: 3 clusters Score -308027.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -308043.875000 Penalty: 2643.129639
	Iteration 20F: 3 clusters Score -308043.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -308052.843750 Penalty: 2643.129639
	Iteration 21Q: 3 clusters Score -308052.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -308061.093750 Penalty: 2643.129639
	Iteration 22Q: 3 clusters Score -308061.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -308069.843750 Penalty: 2643.129639
	Iteration 23Q: 3 clusters Score -308069.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -308079.062500 Penalty: 2643.129639
	Iteration 24Q: 3 clusters Score -308079.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -308094.156250 Penalty: 2643.129639
	Iteration 25Q: 3 clusters Score -308094.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -308107.312500 Penalty: 2643.129639
	Iteration 26Q: 3 clusters Score -308107.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -308116.187500 Penalty: 2643.129639
	Iteration 27Q: 3 clusters Score -308116.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -308128.687500 Penalty: 2643.129639
	Iteration 28Q: 3 clusters Score -308128.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -308141.593750 Penalty: 2643.129639
	Iteration 29Q: 3 clusters Score -308141.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -308153.281250 Penalty: 2643.129639
	Iteration 30Q: 3 clusters Score -308153.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -308166.875000 Penalty: 2643.129639
	Iteration 31Q: 3 clusters Score -308166.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -308188.875000 Penalty: 2643.129639
	Iteration 32Q: 3 clusters Score -308188.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -308206.156250 Penalty: 2643.129639
	Iteration 33Q: 3 clusters Score -308206.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -308224.250000 Penalty: 2643.129639
	Iteration 34Q: 3 clusters Score -308224.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -308247.593750 Penalty: 2643.129639
	Iteration 35Q: 3 clusters Score -308247.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -308270.812500 Penalty: 2643.129639
	Iteration 36Q: 3 clusters Score -308270.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -308293.125000 Penalty: 2643.129639
	Iteration 37Q: 3 clusters Score -308293.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -308311.218750 Penalty: 2643.129639
	Iteration 38Q: 3 clusters Score -308311.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -308323.750000 Penalty: 2643.129639
	Iteration 39Q: 3 clusters Score -308323.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -308340.125000 Penalty: 2643.129639
	Iteration 40F: 3 clusters Score -308340.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -308361.687500 Penalty: 2643.129639
	Iteration 41Q: 3 clusters Score -308361.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -308381.625000 Penalty: 2643.129639
	Iteration 42Q: 3 clusters Score -308381.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -308395.843750 Penalty: 2643.129639
	Iteration 43Q: 3 clusters Score -308395.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -308405.406250 Penalty: 2643.129639
	Iteration 44Q: 3 clusters Score -308405.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -308413.250000 Penalty: 2643.129639
	Iteration 45Q: 3 clusters Score -308413.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -308422.687500 Penalty: 2643.129639
	Iteration 46Q: 3 clusters Score -308422.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -308430.718750 Penalty: 2643.129639
	Iteration 47Q: 3 clusters Score -308430.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -308436.437500 Penalty: 2643.129639
	Iteration 48Q: 3 clusters Score -308436.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -308440.437500 Penalty: 2643.129639
	Iteration 49Q: 3 clusters Score -308440.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -308445.218750 Penalty: 2643.129639
	Iteration 50Q: 3 clusters Score -308445.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -308451.125000 Penalty: 2643.129639
	Iteration 51Q: 3 clusters Score -308451.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -308460.031250 Penalty: 2643.129639
	Iteration 52Q: 3 clusters Score -308460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -308470.062500 Penalty: 2643.129639
	Iteration 53Q: 3 clusters Score -308470.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -308479.781250 Penalty: 2643.129639
	Iteration 54Q: 3 clusters Score -308479.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -308492.375000 Penalty: 2643.129639
	Iteration 55Q: 3 clusters Score -308492.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -308501.625000 Penalty: 2643.129639
	Iteration 56Q: 3 clusters Score -308501.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -308509.031250 Penalty: 2643.129639
	Iteration 57Q: 3 clusters Score -308509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -308514.750000 Penalty: 2643.129639
	Iteration 58Q: 3 clusters Score -308514.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -308518.375000 Penalty: 2643.129639
	Iteration 59Q: 3 clusters Score -308518.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -308520.625000 Penalty: 2643.129639
	Iteration 60F: 3 clusters Score -308520.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -308522.031250 Penalty: 2643.129639
	Iteration 61Q: 3 clusters Score -308522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -308522.906250 Penalty: 2643.129639
	Iteration 62Q: 3 clusters Score -308522.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -308523.187500 Penalty: 2643.129639
	Iteration 63Q: 3 clusters Score -308523.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -308526.156250 Penalty: 2643.129639
	Iteration 64Q: 3 clusters Score -308526.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -308529.468750 Penalty: 2643.129639
	Iteration 65Q: 3 clusters Score -308529.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -308532.125000 Penalty: 2643.129639
	Iteration 66Q: 3 clusters Score -308532.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -308539.937500 Penalty: 2643.129639
	Iteration 67Q: 3 clusters Score -308539.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -308541.250000 Penalty: 2643.129639
	Iteration 68Q: 3 clusters Score -308541.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -308541.875000 Penalty: 2643.129639
	Iteration 69Q: 3 clusters Score -308541.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -308543.093750 Penalty: 2643.129639
	Iteration 70Q: 3 clusters Score -308543.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -308543.093750 Penalty: 2643.129639
	Iteration 71F: 3 clusters Score -308543.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (63549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63549 members 
Entering Unmasked Estep 
Score: -5883400.000000 Penalty: 1797.179565
	Iteration 0F: 2 clusters Score -5883400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -5840779.500000 Penalty: 3594.359131
	Iteration 0F: 3 clusters Score -5840780 nChanged 30208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -5858146.500000 Penalty: 3594.359131
	Iteration 1F: 3 clusters Score -5858146 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -5858707.000000 Penalty: 3594.359131
	Iteration 2Q: 3 clusters Score -5858707 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -5859383.500000 Penalty: 3594.359131
	Iteration 3Q: 3 clusters Score -5859384 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -5860238.000000 Penalty: 3594.359131
	Iteration 4Q: 3 clusters Score -5860238 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -5861439.500000 Penalty: 3594.359131
	Iteration 5Q: 3 clusters Score -5861440 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -5863153.500000 Penalty: 3594.359131
	Iteration 6F: 3 clusters Score -5863154 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -5865590.000000 Penalty: 3594.359131
	Iteration 7F: 3 clusters Score -5865590 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -5868616.000000 Penalty: 3594.359131
	Iteration 8F: 3 clusters Score -5868616 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50117 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -5871894.500000 Penalty: 3594.359131
	Iteration 9F: 3 clusters Score -5871894 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53469 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -5874742.000000 Penalty: 3594.359131
	Iteration 10F: 3 clusters Score -5874742 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56126 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -5876910.500000 Penalty: 3594.359131
	Iteration 11Q: 3 clusters Score -5876910 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58059 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -5878447.500000 Penalty: 3594.359131
	Iteration 12Q: 3 clusters Score -5878448 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59466 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -5879475.000000 Penalty: 3594.359131
	Iteration 13Q: 3 clusters Score -5879475 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60466 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -5880159.000000 Penalty: 3594.359131
	Iteration 14Q: 3 clusters Score -5880159 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61202 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -5880659.500000 Penalty: 3594.359131
	Iteration 15Q: 3 clusters Score -5880660 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61739 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -5881002.000000 Penalty: 3594.359131
	Iteration 16Q: 3 clusters Score -5881002 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62102 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -5881216.000000 Penalty: 3594.359131
	Iteration 17Q: 3 clusters Score -5881216 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62373 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5881362.000000 Penalty: 3594.359131
	Iteration 18Q: 3 clusters Score -5881362 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62576 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5881472.000000 Penalty: 3594.359131
	Iteration 19Q: 3 clusters Score -5881472 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62715 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5881548.000000 Penalty: 3594.359131
	Iteration 20F: 3 clusters Score -5881548 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62822 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5881604.000000 Penalty: 3594.359131
	Iteration 21Q: 3 clusters Score -5881604 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62905 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5881645.000000 Penalty: 3594.359131
	Iteration 22Q: 3 clusters Score -5881645 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62964 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5881690.500000 Penalty: 3594.359131
	Iteration 23Q: 3 clusters Score -5881690 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63021 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5881743.500000 Penalty: 3594.359131
	Iteration 24Q: 3 clusters Score -5881744 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63069 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5881777.000000 Penalty: 3594.359131
	Iteration 25Q: 3 clusters Score -5881777 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63098 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5881802.500000 Penalty: 3594.359131
	Iteration 26Q: 3 clusters Score -5881802 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63128 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5881818.500000 Penalty: 3594.359131
	Iteration 27Q: 3 clusters Score -5881818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63145 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5881846.500000 Penalty: 3594.359131
	Iteration 28Q: 3 clusters Score -5881846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63159 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5881867.000000 Penalty: 3594.359131
	Iteration 29Q: 3 clusters Score -5881867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63168 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5881876.000000 Penalty: 3594.359131
	Iteration 30Q: 3 clusters Score -5881876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63179 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5881885.500000 Penalty: 3594.359131
	Iteration 31Q: 3 clusters Score -5881886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63190 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5881894.000000 Penalty: 3594.359131
	Iteration 32Q: 3 clusters Score -5881894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63194 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5881905.000000 Penalty: 3594.359131
	Iteration 33Q: 3 clusters Score -5881905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63196 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5881907.000000 Penalty: 3594.359131
	Iteration 34Q: 3 clusters Score -5881907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63198 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5881907.500000 Penalty: 3594.359131
	Iteration 35Q: 3 clusters Score -5881908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63199 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5881907.000000 Penalty: 3594.359131
	Iteration 36Q: 3 clusters Score -5881907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63202 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5881911.500000 Penalty: 3594.359131
	Iteration 37Q: 3 clusters Score -5881912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63207 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5881910.000000 Penalty: 3594.359131
	Iteration 38Q: 3 clusters Score -5881910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63211 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5881912.500000 Penalty: 3594.359131
	Iteration 39Q: 3 clusters Score -5881912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63211 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5881912.500000 Penalty: 3594.359131
	Iteration 40F: 3 clusters Score -5881912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Entering Unmasked Estep 
Score: -718997.687500 Penalty: 1475.037231
	Iteration 0F: 2 clusters Score -718997.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -712562.750000 Penalty: 2950.074463
	Iteration 0F: 3 clusters Score -712562.8 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -714687.562500 Penalty: 2950.074463
	Iteration 1F: 3 clusters Score -714687.6 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -715057.625000 Penalty: 2950.074463
	Iteration 2F: 3 clusters Score -715057.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -715442.312500 Penalty: 2950.074463
	Iteration 3F: 3 clusters Score -715442.3 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -715807.000000 Penalty: 2950.074463
	Iteration 4F: 3 clusters Score -715807 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -716180.062500 Penalty: 2950.074463
	Iteration 5F: 3 clusters Score -716180.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -716511.375000 Penalty: 2950.074463
	Iteration 6F: 3 clusters Score -716511.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -716801.500000 Penalty: 2950.074463
	Iteration 7Q: 3 clusters Score -716801.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -717055.187500 Penalty: 2950.074463
	Iteration 8Q: 3 clusters Score -717055.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -717307.250000 Penalty: 2950.074463
	Iteration 9Q: 3 clusters Score -717307.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -717514.812500 Penalty: 2950.074463
	Iteration 10Q: 3 clusters Score -717514.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -717680.062500 Penalty: 2950.074463
	Iteration 11Q: 3 clusters Score -717680.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -717801.375000 Penalty: 2950.074463
	Iteration 12Q: 3 clusters Score -717801.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -717881.875000 Penalty: 2950.074463
	Iteration 13Q: 3 clusters Score -717881.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -717943.937500 Penalty: 2950.074463
	Iteration 14Q: 3 clusters Score -717943.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -717991.125000 Penalty: 2950.074463
	Iteration 15Q: 3 clusters Score -717991.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -718035.375000 Penalty: 2950.074463
	Iteration 16Q: 3 clusters Score -718035.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -718072.562500 Penalty: 2950.074463
	Iteration 17Q: 3 clusters Score -718072.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -718109.312500 Penalty: 2950.074463
	Iteration 18Q: 3 clusters Score -718109.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -718140.562500 Penalty: 2950.074463
	Iteration 19Q: 3 clusters Score -718140.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -718171.125000 Penalty: 2950.074463
	Iteration 20F: 3 clusters Score -718171.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -718189.437500 Penalty: 2950.074463
	Iteration 21Q: 3 clusters Score -718189.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -718202.562500 Penalty: 2950.074463
	Iteration 22Q: 3 clusters Score -718202.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -718210.000000 Penalty: 2950.074463
	Iteration 23Q: 3 clusters Score -718210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -718215.312500 Penalty: 2950.074463
	Iteration 24Q: 3 clusters Score -718215.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -718219.875000 Penalty: 2950.074463
	Iteration 25Q: 3 clusters Score -718219.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -718222.125000 Penalty: 2950.074463
	Iteration 26Q: 3 clusters Score -718222.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -718223.937500 Penalty: 2950.074463
	Iteration 27Q: 3 clusters Score -718223.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -718225.000000 Penalty: 2950.074463
	Iteration 28Q: 3 clusters Score -718225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -718229.187500 Penalty: 2950.074463
	Iteration 29Q: 3 clusters Score -718229.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -718229.187500 Penalty: 2950.074463
	Iteration 30Q: 3 clusters Score -718229.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -718229.687500 Penalty: 2950.074463
	Iteration 31Q: 3 clusters Score -718229.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -718229.812500 Penalty: 2950.074463
	Iteration 32Q: 3 clusters Score -718229.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -718229.375000 Penalty: 2950.074463
	Iteration 33Q: 3 clusters Score -718229.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -718229.500000 Penalty: 2950.074463
	Iteration 34Q: 3 clusters Score -718229.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -718229.500000 Penalty: 2950.074463
	Iteration 35F: 3 clusters Score -718229.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -57968.210938 Penalty: 1055.234985
	Iteration 0F: 2 clusters Score -57968.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -56783.769531 Penalty: 2110.469971
	Iteration 0F: 3 clusters Score -56783.77 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -56948.886719 Penalty: 2110.469971
	Iteration 1F: 3 clusters Score -56948.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -56984.718750 Penalty: 2110.469971
	Iteration 2Q: 3 clusters Score -56984.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -56997.914062 Penalty: 2110.469971
	Iteration 3Q: 3 clusters Score -56997.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -57005.546875 Penalty: 2110.469971
	Iteration 4Q: 3 clusters Score -57005.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -57008.996094 Penalty: 2110.469971
	Iteration 5Q: 3 clusters Score -57009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -57014.832031 Penalty: 2110.469971
	Iteration 6Q: 3 clusters Score -57014.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -57021.820312 Penalty: 2110.469971
	Iteration 7Q: 3 clusters Score -57021.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -57025.148438 Penalty: 2110.469971
	Iteration 8Q: 3 clusters Score -57025.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -57027.699219 Penalty: 2110.469971
	Iteration 9Q: 3 clusters Score -57027.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -57027.699219 Penalty: 2110.469971
	Iteration 10F: 3 clusters Score -57027.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -179972.718750 Penalty: 1239.000610
	Iteration 0F: 2 clusters Score -179972.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -177830.734375 Penalty: 2478.001221
	Iteration 0F: 3 clusters Score -177830.7 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -178333.578125 Penalty: 2478.001221
	Iteration 1F: 3 clusters Score -178333.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -178447.750000 Penalty: 2478.001221
	Iteration 2F: 3 clusters Score -178447.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -178515.296875 Penalty: 2478.001221
	Iteration 3Q: 3 clusters Score -178515.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -178571.062500 Penalty: 2478.001221
	Iteration 4Q: 3 clusters Score -178571.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -178613.093750 Penalty: 2478.001221
	Iteration 5Q: 3 clusters Score -178613.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -178641.468750 Penalty: 2478.001221
	Iteration 6Q: 3 clusters Score -178641.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -178660.765625 Penalty: 2478.001221
	Iteration 7Q: 3 clusters Score -178660.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -178676.375000 Penalty: 2478.001221
	Iteration 8Q: 3 clusters Score -178676.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -178694.578125 Penalty: 2478.001221
	Iteration 9Q: 3 clusters Score -178694.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -178708.296875 Penalty: 2478.001221
	Iteration 10Q: 3 clusters Score -178708.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -178721.781250 Penalty: 2478.001221
	Iteration 11Q: 3 clusters Score -178721.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -178733.031250 Penalty: 2478.001221
	Iteration 12Q: 3 clusters Score -178733 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -178742.390625 Penalty: 2478.001221
	Iteration 13Q: 3 clusters Score -178742.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -178752.125000 Penalty: 2478.001221
	Iteration 14Q: 3 clusters Score -178752.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -178764.078125 Penalty: 2478.001221
	Iteration 15Q: 3 clusters Score -178764.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -178776.328125 Penalty: 2478.001221
	Iteration 16Q: 3 clusters Score -178776.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -178786.765625 Penalty: 2478.001221
	Iteration 17Q: 3 clusters Score -178786.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -178794.765625 Penalty: 2478.001221
	Iteration 18Q: 3 clusters Score -178794.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -178803.437500 Penalty: 2478.001221
	Iteration 19Q: 3 clusters Score -178803.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -178808.656250 Penalty: 2478.001221
	Iteration 20F: 3 clusters Score -178808.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -178811.296875 Penalty: 2478.001221
	Iteration 21Q: 3 clusters Score -178811.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -178813.937500 Penalty: 2478.001221
	Iteration 22Q: 3 clusters Score -178813.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -178817.250000 Penalty: 2478.001221
	Iteration 23Q: 3 clusters Score -178817.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -178819.546875 Penalty: 2478.001221
	Iteration 24Q: 3 clusters Score -178819.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -178823.656250 Penalty: 2478.001221
	Iteration 25Q: 3 clusters Score -178823.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -178828.531250 Penalty: 2478.001221
	Iteration 26Q: 3 clusters Score -178828.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -178831.843750 Penalty: 2478.001221
	Iteration 27Q: 3 clusters Score -178831.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -178833.281250 Penalty: 2478.001221
	Iteration 28Q: 3 clusters Score -178833.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -178836.968750 Penalty: 2478.001221
	Iteration 29Q: 3 clusters Score -178837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -178843.921875 Penalty: 2478.001221
	Iteration 30Q: 3 clusters Score -178843.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -178849.484375 Penalty: 2478.001221
	Iteration 31Q: 3 clusters Score -178849.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -178855.421875 Penalty: 2478.001221
	Iteration 32Q: 3 clusters Score -178855.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -178858.703125 Penalty: 2478.001221
	Iteration 33Q: 3 clusters Score -178858.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -178861.703125 Penalty: 2478.001221
	Iteration 34Q: 3 clusters Score -178861.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -178863.500000 Penalty: 2478.001221
	Iteration 35Q: 3 clusters Score -178863.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -178864.437500 Penalty: 2478.001221
	Iteration 36Q: 3 clusters Score -178864.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -178865.625000 Penalty: 2478.001221
	Iteration 37Q: 3 clusters Score -178865.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -178866.437500 Penalty: 2478.001221
	Iteration 38Q: 3 clusters Score -178866.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -178867.890625 Penalty: 2478.001221
	Iteration 39Q: 3 clusters Score -178867.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -178870.171875 Penalty: 2478.001221
	Iteration 40F: 3 clusters Score -178870.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -178873.515625 Penalty: 2478.001221
	Iteration 41Q: 3 clusters Score -178873.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -178875.859375 Penalty: 2478.001221
	Iteration 42Q: 3 clusters Score -178875.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -178876.328125 Penalty: 2478.001221
	Iteration 43Q: 3 clusters Score -178876.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -178877.312500 Penalty: 2478.001221
	Iteration 44Q: 3 clusters Score -178877.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -178878.625000 Penalty: 2478.001221
	Iteration 45Q: 3 clusters Score -178878.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -178879.343750 Penalty: 2478.001221
	Iteration 46Q: 3 clusters Score -178879.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -178880.500000 Penalty: 2478.001221
	Iteration 47Q: 3 clusters Score -178880.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -178880.500000 Penalty: 2478.001221
	Iteration 48F: 3 clusters Score -178880.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (4052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Entering Unmasked Estep 
Score: -359846.843750 Penalty: 1349.881958
	Iteration 0F: 2 clusters Score -359846.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -356467.125000 Penalty: 2699.763916
	Iteration 0F: 3 clusters Score -356467.1 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -357371.000000 Penalty: 2699.763916
	Iteration 1F: 3 clusters Score -357371 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -357580.937500 Penalty: 2699.763916
	Iteration 2F: 3 clusters Score -357580.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -357744.875000 Penalty: 2699.763916
	Iteration 3F: 3 clusters Score -357744.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -357866.406250 Penalty: 2699.763916
	Iteration 4Q: 3 clusters Score -357866.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -357967.156250 Penalty: 2699.763916
	Iteration 5Q: 3 clusters Score -357967.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -358069.468750 Penalty: 2699.763916
	Iteration 6Q: 3 clusters Score -358069.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -358157.187500 Penalty: 2699.763916
	Iteration 7Q: 3 clusters Score -358157.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -358261.218750 Penalty: 2699.763916
	Iteration 8Q: 3 clusters Score -358261.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -358367.718750 Penalty: 2699.763916
	Iteration 9Q: 3 clusters Score -358367.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -358446.718750 Penalty: 2699.763916
	Iteration 10Q: 3 clusters Score -358446.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -358534.250000 Penalty: 2699.763916
	Iteration 11Q: 3 clusters Score -358534.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -358661.250000 Penalty: 2699.763916
	Iteration 12Q: 3 clusters Score -358661.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -358827.812500 Penalty: 2699.763916
	Iteration 13Q: 3 clusters Score -358827.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -358967.718750 Penalty: 2699.763916
	Iteration 14Q: 3 clusters Score -358967.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -359070.218750 Penalty: 2699.763916
	Iteration 15Q: 3 clusters Score -359070.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -359141.562500 Penalty: 2699.763916
	Iteration 16Q: 3 clusters Score -359141.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -359185.937500 Penalty: 2699.763916
	Iteration 17Q: 3 clusters Score -359185.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -359229.593750 Penalty: 2699.763916
	Iteration 18Q: 3 clusters Score -359229.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -359256.968750 Penalty: 2699.763916
	Iteration 19Q: 3 clusters Score -359257 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -359272.187500 Penalty: 2699.763916
	Iteration 20F: 3 clusters Score -359272.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -359280.281250 Penalty: 2699.763916
	Iteration 21Q: 3 clusters Score -359280.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -359287.156250 Penalty: 2699.763916
	Iteration 22Q: 3 clusters Score -359287.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -359290.437500 Penalty: 2699.763916
	Iteration 23Q: 3 clusters Score -359290.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -359292.406250 Penalty: 2699.763916
	Iteration 24Q: 3 clusters Score -359292.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -359294.593750 Penalty: 2699.763916
	Iteration 25Q: 3 clusters Score -359294.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -359298.156250 Penalty: 2699.763916
	Iteration 26Q: 3 clusters Score -359298.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -359299.343750 Penalty: 2699.763916
	Iteration 27Q: 3 clusters Score -359299.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -359301.375000 Penalty: 2699.763916
	Iteration 28Q: 3 clusters Score -359301.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -359301.500000 Penalty: 2699.763916
	Iteration 29Q: 3 clusters Score -359301.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -359302.562500 Penalty: 2699.763916
	Iteration 30Q: 3 clusters Score -359302.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -359302.562500 Penalty: 2699.763916
	Iteration 31F: 3 clusters Score -359302.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Entering Unmasked Estep 
Score: -95228.914062 Penalty: 1164.768921
	Iteration 0F: 2 clusters Score -95228.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -93654.140625 Penalty: 2329.537842
	Iteration 0F: 3 clusters Score -93654.14 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -94058.257812 Penalty: 2329.537842
	Iteration 1F: 3 clusters Score -94058.26 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -94162.601562 Penalty: 2329.537842
	Iteration 2F: 3 clusters Score -94162.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -94206.281250 Penalty: 2329.537842
	Iteration 3Q: 3 clusters Score -94206.28 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -94239.148438 Penalty: 2329.537842
	Iteration 4Q: 3 clusters Score -94239.15 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -94269.289062 Penalty: 2329.537842
	Iteration 5Q: 3 clusters Score -94269.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -94277.976562 Penalty: 2329.537842
	Iteration 6Q: 3 clusters Score -94277.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -94283.039062 Penalty: 2329.537842
	Iteration 7Q: 3 clusters Score -94283.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -94288.039062 Penalty: 2329.537842
	Iteration 8Q: 3 clusters Score -94288.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -94289.593750 Penalty: 2329.537842
	Iteration 9Q: 3 clusters Score -94289.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -94290.203125 Penalty: 2329.537842
	Iteration 10Q: 3 clusters Score -94290.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -94290.414062 Penalty: 2329.537842
	Iteration 11Q: 3 clusters Score -94290.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -94290.414062 Penalty: 2329.537842
	Iteration 12F: 3 clusters Score -94290.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Entering Unmasked Estep 
Score: -147995.312500 Penalty: 1207.297119
	Iteration 0F: 2 clusters Score -147995.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -146121.437500 Penalty: 2414.594238
	Iteration 0F: 3 clusters Score -146121.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -146469.250000 Penalty: 2414.594238
	Iteration 1F: 3 clusters Score -146469.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -146554.515625 Penalty: 2414.594238
	Iteration 2F: 3 clusters Score -146554.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -146627.187500 Penalty: 2414.594238
	Iteration 3Q: 3 clusters Score -146627.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -146669.468750 Penalty: 2414.594238
	Iteration 4Q: 3 clusters Score -146669.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -146700.156250 Penalty: 2414.594238
	Iteration 5Q: 3 clusters Score -146700.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -146722.046875 Penalty: 2414.594238
	Iteration 6Q: 3 clusters Score -146722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -146732.406250 Penalty: 2414.594238
	Iteration 7Q: 3 clusters Score -146732.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -146741.875000 Penalty: 2414.594238
	Iteration 8Q: 3 clusters Score -146741.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -146756.343750 Penalty: 2414.594238
	Iteration 9Q: 3 clusters Score -146756.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -146773.531250 Penalty: 2414.594238
	Iteration 10Q: 3 clusters Score -146773.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -146785.625000 Penalty: 2414.594238
	Iteration 11Q: 3 clusters Score -146785.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -146799.625000 Penalty: 2414.594238
	Iteration 12Q: 3 clusters Score -146799.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -146815.781250 Penalty: 2414.594238
	Iteration 13Q: 3 clusters Score -146815.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -146831.640625 Penalty: 2414.594238
	Iteration 14Q: 3 clusters Score -146831.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -146846.578125 Penalty: 2414.594238
	Iteration 15Q: 3 clusters Score -146846.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -146858.828125 Penalty: 2414.594238
	Iteration 16Q: 3 clusters Score -146858.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -146881.937500 Penalty: 2414.594238
	Iteration 17Q: 3 clusters Score -146881.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -146897.406250 Penalty: 2414.594238
	Iteration 18Q: 3 clusters Score -146897.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -146908.609375 Penalty: 2414.594238
	Iteration 19Q: 3 clusters Score -146908.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -146918.406250 Penalty: 2414.594238
	Iteration 20F: 3 clusters Score -146918.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -146927.546875 Penalty: 2414.594238
	Iteration 21Q: 3 clusters Score -146927.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -146934.546875 Penalty: 2414.594238
	Iteration 22Q: 3 clusters Score -146934.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -146942.156250 Penalty: 2414.594238
	Iteration 23Q: 3 clusters Score -146942.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -146950.234375 Penalty: 2414.594238
	Iteration 24Q: 3 clusters Score -146950.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -146955.500000 Penalty: 2414.594238
	Iteration 25Q: 3 clusters Score -146955.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -146959.687500 Penalty: 2414.594238
	Iteration 26Q: 3 clusters Score -146959.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -146960.828125 Penalty: 2414.594238
	Iteration 27Q: 3 clusters Score -146960.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -146963.031250 Penalty: 2414.594238
	Iteration 28Q: 3 clusters Score -146963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -146968.703125 Penalty: 2414.594238
	Iteration 29Q: 3 clusters Score -146968.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -146971.125000 Penalty: 2414.594238
	Iteration 30Q: 3 clusters Score -146971.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -146972.937500 Penalty: 2414.594238
	Iteration 31Q: 3 clusters Score -146972.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -146973.796875 Penalty: 2414.594238
	Iteration 32Q: 3 clusters Score -146973.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -146976.781250 Penalty: 2414.594238
	Iteration 33Q: 3 clusters Score -146976.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -146979.281250 Penalty: 2414.594238
	Iteration 34Q: 3 clusters Score -146979.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -146981.718750 Penalty: 2414.594238
	Iteration 35Q: 3 clusters Score -146981.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -146983.109375 Penalty: 2414.594238
	Iteration 36Q: 3 clusters Score -146983.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -146984.015625 Penalty: 2414.594238
	Iteration 37Q: 3 clusters Score -146984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -146985.093750 Penalty: 2414.594238
	Iteration 38Q: 3 clusters Score -146985.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -146985.656250 Penalty: 2414.594238
	Iteration 39Q: 3 clusters Score -146985.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -146985.656250 Penalty: 2414.594238
	Iteration 40F: 3 clusters Score -146985.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41664 members 
Mstep: Class 4 contains 115305 members 
Mstep: Class 5 contains 7262 members 
Mstep: Class 6 contains 14915 members 
Mstep: Class 7 contains 10810 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124312 members 
Mstep: Class 10 contains 26440 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 40191 members 
Mstep: Class 13 contains 4431 members 
Mstep: Class 14 contains 1462 members 
Mstep: Class 15 contains 17509 members 
Mstep: Class 16 contains 24034 members 
Mstep: Class 17 contains 86569 members 
Mstep: Class 18 contains 61166 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2495 members 
Mstep: Class 23 contains 60979 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 12986 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7128 members 
Mstep: Class 29 contains 2743 members 
Mstep: Class 30 contains 73942 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14283 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1459 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1707 members 
Mstep: Class 38 contains 7683 members 
Mstep: Class 39 contains 5168 members 
Mstep: Class 40 contains 2804 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63549 members 
Mstep: Class 43 contains 8753 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469456.000000 Penalty: 107428.984375
Iteration 279F: 49 clusters Score -8.446946e+07 nChanged 0
Entering ConstructFrom: 
Score: -84469456.000000 Penalty: 107428.984375
Entering ConstructFrom: 
Trying to split cluster 1 (20120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Entering Unmasked Estep 
Score: -1857118.625000 Penalty: 1610.288818
	Iteration 0F: 2 clusters Score -1857119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1843270.000000 Penalty: 3220.577637
	Iteration 0F: 3 clusters Score -1843270 nChanged 9225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1848548.250000 Penalty: 3220.577637
	Iteration 1F: 3 clusters Score -1848548 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1848894.875000 Penalty: 3220.577637
	Iteration 2Q: 3 clusters Score -1848895 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1849298.625000 Penalty: 3220.577637
	Iteration 3Q: 3 clusters Score -1849299 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1849820.500000 Penalty: 3220.577637
	Iteration 4F: 3 clusters Score -1849820 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1850511.750000 Penalty: 3220.577637
	Iteration 5F: 3 clusters Score -1850512 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1851380.625000 Penalty: 3220.577637
	Iteration 6F: 3 clusters Score -1851381 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1852352.375000 Penalty: 3220.577637
	Iteration 7F: 3 clusters Score -1852352 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1853298.875000 Penalty: 3220.577637
	Iteration 8F: 3 clusters Score -1853299 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1854119.375000 Penalty: 3220.577637
	Iteration 9Q: 3 clusters Score -1854119 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1854620.375000 Penalty: 3220.577637
	Iteration 10Q: 3 clusters Score -1854620 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1854924.250000 Penalty: 3220.577637
	Iteration 11Q: 3 clusters Score -1854924 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1855131.125000 Penalty: 3220.577637
	Iteration 12Q: 3 clusters Score -1855131 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1855244.125000 Penalty: 3220.577637
	Iteration 13Q: 3 clusters Score -1855244 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1855319.125000 Penalty: 3220.577637
	Iteration 14Q: 3 clusters Score -1855319 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1855390.875000 Penalty: 3220.577637
	Iteration 15Q: 3 clusters Score -1855391 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1855442.750000 Penalty: 3220.577637
	Iteration 16Q: 3 clusters Score -1855443 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1855484.750000 Penalty: 3220.577637
	Iteration 17Q: 3 clusters Score -1855485 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1855532.250000 Penalty: 3220.577637
	Iteration 18Q: 3 clusters Score -1855532 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1855568.875000 Penalty: 3220.577637
	Iteration 19Q: 3 clusters Score -1855569 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1855593.875000 Penalty: 3220.577637
	Iteration 20F: 3 clusters Score -1855594 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1855617.750000 Penalty: 3220.577637
	Iteration 21Q: 3 clusters Score -1855618 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1855632.750000 Penalty: 3220.577637
	Iteration 22Q: 3 clusters Score -1855633 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1855642.500000 Penalty: 3220.577637
	Iteration 23Q: 3 clusters Score -1855642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1855651.125000 Penalty: 3220.577637
	Iteration 24Q: 3 clusters Score -1855651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1855661.750000 Penalty: 3220.577637
	Iteration 25Q: 3 clusters Score -1855662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1855667.000000 Penalty: 3220.577637
	Iteration 26Q: 3 clusters Score -1855667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1855670.250000 Penalty: 3220.577637
	Iteration 27Q: 3 clusters Score -1855670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1855670.500000 Penalty: 3220.577637
	Iteration 28Q: 3 clusters Score -1855670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1855672.250000 Penalty: 3220.577637
	Iteration 29Q: 3 clusters Score -1855672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1855676.250000 Penalty: 3220.577637
	Iteration 30Q: 3 clusters Score -1855676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1855676.750000 Penalty: 3220.577637
	Iteration 31Q: 3 clusters Score -1855677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1855680.125000 Penalty: 3220.577637
	Iteration 32Q: 3 clusters Score -1855680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1855686.375000 Penalty: 3220.577637
	Iteration 33Q: 3 clusters Score -1855686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1855690.500000 Penalty: 3220.577637
	Iteration 34Q: 3 clusters Score -1855690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1855696.625000 Penalty: 3220.577637
	Iteration 35Q: 3 clusters Score -1855697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1855701.750000 Penalty: 3220.577637
	Iteration 36Q: 3 clusters Score -1855702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1855703.500000 Penalty: 3220.577637
	Iteration 37Q: 3 clusters Score -1855704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1855706.750000 Penalty: 3220.577637
	Iteration 38Q: 3 clusters Score -1855707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1855709.125000 Penalty: 3220.577637
	Iteration 39Q: 3 clusters Score -1855709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1855712.125000 Penalty: 3220.577637
	Iteration 40F: 3 clusters Score -1855712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1855713.375000 Penalty: 3220.577637
	Iteration 41Q: 3 clusters Score -1855713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1855713.375000 Penalty: 3220.577637
	Iteration 42F: 3 clusters Score -1855713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (52114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52114 members 
Entering Unmasked Estep 
Score: -4665170.500000 Penalty: 1764.943237
	Iteration 0F: 2 clusters Score -4665170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -4630250.000000 Penalty: 3529.886475
	Iteration 0F: 3 clusters Score -4630250 nChanged 24564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -4644313.000000 Penalty: 3529.886475
	Iteration 1F: 3 clusters Score -4644313 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -4644897.000000 Penalty: 3529.886475
	Iteration 2Q: 3 clusters Score -4644897 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -4645638.000000 Penalty: 3529.886475
	Iteration 3Q: 3 clusters Score -4645638 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -4646405.000000 Penalty: 3529.886475
	Iteration 4Q: 3 clusters Score -4646405 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -4647292.500000 Penalty: 3529.886475
	Iteration 5Q: 3 clusters Score -4647292 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -4648311.000000 Penalty: 3529.886475
	Iteration 6Q: 3 clusters Score -4648311 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -4649579.500000 Penalty: 3529.886475
	Iteration 7Q: 3 clusters Score -4649580 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -4651076.500000 Penalty: 3529.886475
	Iteration 8F: 3 clusters Score -4651076 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -4652958.000000 Penalty: 3529.886475
	Iteration 9F: 3 clusters Score -4652958 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -4654701.500000 Penalty: 3529.886475
	Iteration 10F: 3 clusters Score -4654702 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -4656092.000000 Penalty: 3529.886475
	Iteration 11Q: 3 clusters Score -4656092 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -4657056.500000 Penalty: 3529.886475
	Iteration 12Q: 3 clusters Score -4657056 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -4657721.500000 Penalty: 3529.886475
	Iteration 13Q: 3 clusters Score -4657722 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -4658193.500000 Penalty: 3529.886475
	Iteration 14Q: 3 clusters Score -4658194 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -4658537.000000 Penalty: 3529.886475
	Iteration 15Q: 3 clusters Score -4658537 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -4658857.500000 Penalty: 3529.886475
	Iteration 16Q: 3 clusters Score -4658858 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -4659123.500000 Penalty: 3529.886475
	Iteration 17Q: 3 clusters Score -4659124 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -4659320.000000 Penalty: 3529.886475
	Iteration 18Q: 3 clusters Score -4659320 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -4659476.000000 Penalty: 3529.886475
	Iteration 19Q: 3 clusters Score -4659476 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -4659594.500000 Penalty: 3529.886475
	Iteration 20F: 3 clusters Score -4659594 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -4659681.000000 Penalty: 3529.886475
	Iteration 21Q: 3 clusters Score -4659681 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -4659771.000000 Penalty: 3529.886475
	Iteration 22Q: 3 clusters Score -4659771 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -4659848.500000 Penalty: 3529.886475
	Iteration 23Q: 3 clusters Score -4659848 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -4659913.000000 Penalty: 3529.886475
	Iteration 24Q: 3 clusters Score -4659913 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37281 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -4659970.000000 Penalty: 3529.886475
	Iteration 25Q: 3 clusters Score -4659970 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -4660015.500000 Penalty: 3529.886475
	Iteration 26Q: 3 clusters Score -4660016 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -4660070.000000 Penalty: 3529.886475
	Iteration 27Q: 3 clusters Score -4660070 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -4660102.000000 Penalty: 3529.886475
	Iteration 28Q: 3 clusters Score -4660102 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -4660149.000000 Penalty: 3529.886475
	Iteration 29Q: 3 clusters Score -4660149 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -4660192.500000 Penalty: 3529.886475
	Iteration 30Q: 3 clusters Score -4660192 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -4660247.500000 Penalty: 3529.886475
	Iteration 31Q: 3 clusters Score -4660248 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -4660280.500000 Penalty: 3529.886475
	Iteration 32Q: 3 clusters Score -4660280 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -4660344.000000 Penalty: 3529.886475
	Iteration 33Q: 3 clusters Score -4660344 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -4660382.000000 Penalty: 3529.886475
	Iteration 34Q: 3 clusters Score -4660382 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -4660410.000000 Penalty: 3529.886475
	Iteration 35Q: 3 clusters Score -4660410 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -4660449.500000 Penalty: 3529.886475
	Iteration 36Q: 3 clusters Score -4660450 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 12268 members 
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Entering Unmasked Estep 
Score: -4663970.000000 Penalty: 3529.886475
	Iteration 130Q: 3 clusters Score -4663970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50741 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4663971.500000 Penalty: 3529.886475
	Iteration 131Q: 3 clusters Score -4663972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50745 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -4663970.000000 Penalty: 3529.886475
	Iteration 132Q: 3 clusters Score -4663970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50750 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4663968.500000 Penalty: 3529.886475
	Iteration 133Q: 3 clusters Score -4663968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4663973.000000 Penalty: 3529.886475
	Iteration 134Q: 3 clusters Score -4663973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50760 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4663971.500000 Penalty: 3529.886475
	Iteration 135Q: 3 clusters Score -4663972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50764 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4663971.000000 Penalty: 3529.886475
	Iteration 136Q: 3 clusters Score -4663971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50765 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4663972.000000 Penalty: 3529.886475
	Iteration 137Q: 3 clusters Score -4663972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50766 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4663971.000000 Penalty: 3529.886475
	Iteration 138Q: 3 clusters Score -4663971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50767 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4663970.500000 Penalty: 3529.886475
	Iteration 139Q: 3 clusters Score -4663970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50767 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4663971.500000 Penalty: 3529.886475
	Iteration 140F: 3 clusters Score -4663972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50768 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4663971.500000 Penalty: 3529.886475
	Iteration 141Q: 3 clusters Score -4663972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4663974.500000 Penalty: 3529.886475
	Iteration 142Q: 3 clusters Score -4663974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4663974.500000 Penalty: 3529.886475
	Iteration 143F: 3 clusters Score -4663974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Entering Unmasked Estep 
Score: -3785736.750000 Penalty: 1728.576416
	Iteration 0F: 2 clusters Score -3785737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -3757949.250000 Penalty: 3457.152832
	Iteration 0F: 3 clusters Score -3757949 nChanged 19345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -3768774.500000 Penalty: 3457.152832
	Iteration 1F: 3 clusters Score -3768774 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -3769311.250000 Penalty: 3457.152832
	Iteration 2Q: 3 clusters Score -3769311 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -3770093.750000 Penalty: 3457.152832
	Iteration 3Q: 3 clusters Score -3770094 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -3771375.500000 Penalty: 3457.152832
	Iteration 4F: 3 clusters Score -3771376 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -3773590.500000 Penalty: 3457.152832
	Iteration 5F: 3 clusters Score -3773590 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -3776530.250000 Penalty: 3457.152832
	Iteration 6F: 3 clusters Score -3776530 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -3779557.500000 Penalty: 3457.152832
	Iteration 7F: 3 clusters Score -3779558 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -3781716.750000 Penalty: 3457.152832
	Iteration 8F: 3 clusters Score -3781717 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -3782999.000000 Penalty: 3457.152832
	Iteration 9Q: 3 clusters Score -3782999 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -3783658.500000 Penalty: 3457.152832
	Iteration 10Q: 3 clusters Score -3783658 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -3783978.000000 Penalty: 3457.152832
	Iteration 11Q: 3 clusters Score -3783978 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -3784122.500000 Penalty: 3457.152832
	Iteration 12Q: 3 clusters Score -3784122 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -3784213.500000 Penalty: 3457.152832
	Iteration 13Q: 3 clusters Score -3784214 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -3784258.500000 Penalty: 3457.152832
	Iteration 14Q: 3 clusters Score -3784258 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 41182 members 
Entering Unmasked Estep 
Score: -3784301.000000 Penalty: 3457.152832
	Iteration 15Q: 3 clusters Score -3784301 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -3784327.000000 Penalty: 3457.152832
	Iteration 16Q: 3 clusters Score -3784327 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -3784335.750000 Penalty: 3457.152832
	Iteration 17Q: 3 clusters Score -3784336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -3784342.000000 Penalty: 3457.152832
	Iteration 18Q: 3 clusters Score -3784342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -3784348.000000 Penalty: 3457.152832
	Iteration 19Q: 3 clusters Score -3784348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -3784356.750000 Penalty: 3457.152832
	Iteration 20F: 3 clusters Score -3784357 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -3784368.500000 Penalty: 3457.152832
	Iteration 21Q: 3 clusters Score -3784368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -3784371.750000 Penalty: 3457.152832
	Iteration 22Q: 3 clusters Score -3784372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -3784378.250000 Penalty: 3457.152832
	Iteration 23Q: 3 clusters Score -3784378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 41238 members 
Entering Unmasked Estep 
Score: -3784374.000000 Penalty: 3457.152832
	Iteration 24Q: 3 clusters Score -3784374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 41238 members 
Entering Unmasked Estep 
Score: -3784375.750000 Penalty: 3457.152832
	Iteration 25Q: 3 clusters Score -3784376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -3784380.250000 Penalty: 3457.152832
	Iteration 26Q: 3 clusters Score -3784380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -3784380.750000 Penalty: 3457.152832
	Iteration 27Q: 3 clusters Score -3784381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -3784380.750000 Penalty: 3457.152832
	Iteration 28F: 3 clusters Score -3784381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (115305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115305 members 
Entering Unmasked Estep 
Score: -10604250.000000 Penalty: 1893.992188
	Iteration 0F: 2 clusters Score -1.060425e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57604 members 
Mstep: Class 2 contains 57701 members 
Entering Unmasked Estep 
Score: -10527128.000000 Penalty: 3787.984375
	Iteration 0F: 3 clusters Score -1.052713e+07 nChanged 55167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56661 members 
Mstep: Class 2 contains 58644 members 
Entering Unmasked Estep 
Score: -10559152.000000 Penalty: 3787.984375
	Iteration 1F: 3 clusters Score -1.055915e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56096 members 
Mstep: Class 2 contains 59209 members 
Entering Unmasked Estep 
Score: -10559866.000000 Penalty: 3787.984375
	Iteration 2Q: 3 clusters Score -1.055987e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 59987 members 
Entering Unmasked Estep 
Score: -10560775.000000 Penalty: 3787.984375
	Iteration 3Q: 3 clusters Score -1.056078e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54264 members 
Mstep: Class 2 contains 61041 members 
Entering Unmasked Estep 
Score: -10561897.000000 Penalty: 3787.984375
	Iteration 4Q: 3 clusters Score -1.05619e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52886 members 
Mstep: Class 2 contains 62419 members 
Entering Unmasked Estep 
Score: -10563663.000000 Penalty: 3787.984375
	Iteration 5Q: 3 clusters Score -1.056366e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51054 members 
Mstep: Class 2 contains 64251 members 
Entering Unmasked Estep 
Score: -10566262.000000 Penalty: 3787.984375
	Iteration 6Q: 3 clusters Score -1.056626e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48606 members 
Mstep: Class 2 contains 66699 members 
Entering Unmasked Estep 
Score: -10569629.000000 Penalty: 3787.984375
	Iteration 7F: 3 clusters Score -1.056963e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 69993 members 
Entering Unmasked Estep 
Score: -10573833.000000 Penalty: 3787.984375
	Iteration 8F: 3 clusters Score -1.057383e+07 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 73890 members 
Entering Unmasked Estep 
Score: -10578200.000000 Penalty: 3787.984375
	Iteration 9F: 3 clusters Score -1.05782e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 78257 members 
Entering Unmasked Estep 
Score: -10582097.000000 Penalty: 3787.984375
	Iteration 10F: 3 clusters Score -1.05821e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 82606 members 
Entering Unmasked Estep 
Score: -10585289.000000 Penalty: 3787.984375
	Iteration 11Q: 3 clusters Score -1.058529e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 86966 members 
Entering Unmasked Estep 
Score: -10587894.000000 Penalty: 3787.984375
	Iteration 12Q: 3 clusters Score -1.058789e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 91225 members 
Entering Unmasked Estep 
Score: -10590263.000000 Penalty: 3787.984375
	Iteration 13Q: 3 clusters Score -1.059026e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 95211 members 
Entering Unmasked Estep 
Score: -10592448.000000 Penalty: 3787.984375
	Iteration 14Q: 3 clusters Score -1.059245e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 99046 members 
Entering Unmasked Estep 
Score: -10594622.000000 Penalty: 3787.984375
	Iteration 15Q: 3 clusters Score -1.059462e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 102421 members 
Entering Unmasked Estep 
Score: -10596656.000000 Penalty: 3787.984375
	Iteration 16Q: 3 clusters Score -1.059666e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 105344 members 
Entering Unmasked Estep 
Score: -10598364.000000 Penalty: 3787.984375
	Iteration 17Q: 3 clusters Score -1.059836e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 107762 members 
Entering Unmasked Estep 
Score: -10599777.000000 Penalty: 3787.984375
	Iteration 18Q: 3 clusters Score -1.059978e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 109574 members 
Entering Unmasked Estep 
Score: -10600836.000000 Penalty: 3787.984375
	Iteration 19Q: 3 clusters Score -1.060084e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 110811 members 
Entering Unmasked Estep 
Score: -10601821.000000 Penalty: 3787.984375
	Iteration 20F: 3 clusters Score -1.060182e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 111559 members 
Entering Unmasked Estep 
Score: -10602570.000000 Penalty: 3787.984375
	Iteration 21Q: 3 clusters Score -1.060257e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 111913 members 
Entering Unmasked Estep 
Score: -10602875.000000 Penalty: 3787.984375
	Iteration 22Q: 3 clusters Score -1.060288e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 112127 members 
Entering Unmasked Estep 
Score: -10602974.000000 Penalty: 3787.984375
	Iteration 23Q: 3 clusters Score -1.060297e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 112261 members 
Entering Unmasked Estep 
Score: -10603034.000000 Penalty: 3787.984375
	Iteration 24Q: 3 clusters Score -1.060303e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 112353 members 
Entering Unmasked Estep 
Score: -10603086.000000 Penalty: 3787.984375
	Iteration 25Q: 3 clusters Score -1.060309e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 112437 members 
Entering Unmasked Estep 
Score: -10603103.000000 Penalty: 3787.984375
	Iteration 26Q: 3 clusters Score -1.06031e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 112500 members 
Entering Unmasked Estep 
Score: -10603116.000000 Penalty: 3787.984375
	Iteration 27Q: 3 clusters Score -1.060312e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 112548 members 
Entering Unmasked Estep 
Score: -10603133.000000 Penalty: 3787.984375
	Iteration 28Q: 3 clusters Score -1.060313e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 112587 members 
Entering Unmasked Estep 
Score: -10603152.000000 Penalty: 3787.984375
	Iteration 29Q: 3 clusters Score -1.060315e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 112606 members 
Entering Unmasked Estep 
Score: -10603153.000000 Penalty: 3787.984375
	Iteration 30Q: 3 clusters Score -1.060315e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 112612 members 
Entering Unmasked Estep 
Score: -10603165.000000 Penalty: 3787.984375
	Iteration 31Q: 3 clusters Score -1.060316e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 112617 members 
Entering Unmasked Estep 
Score: -10603163.000000 Penalty: 3787.984375
	Iteration 32Q: 3 clusters Score -1.060316e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 112629 members 
Entering Unmasked Estep 
Score: -10603157.000000 Penalty: 3787.984375
	Iteration 33Q: 3 clusters Score -1.060316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 112632 members 
Entering Unmasked Estep 
Score: -10603162.000000 Penalty: 3787.984375
	Iteration 34Q: 3 clusters Score -1.060316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 112633 members 
Entering Unmasked Estep 
Score: -10603162.000000 Penalty: 3787.984375
	Iteration 35Q: 3 clusters Score -1.060316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 112635 members 
Entering Unmasked Estep 
Score: -10603162.000000 Penalty: 3787.984375
	Iteration 36Q: 3 clusters Score -1.060316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 112640 members 
Entering Unmasked Estep 
Score: -10603160.000000 Penalty: 3787.984375
	Iteration 37Q: 3 clusters Score -1.060316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 112645 members 
Entering Unmasked Estep 
Score: -10603153.000000 Penalty: 3787.984375
	Iteration 38Q: 3 clusters Score -1.060315e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 112650 members 
Entering Unmasked Estep 
Score: -10603153.000000 Penalty: 3787.984375
	Iteration 39Q: 3 clusters Score -1.060315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 112648 members 
Entering Unmasked Estep 
Score: -10603157.000000 Penalty: 3787.984375
	Iteration 40F: 3 clusters Score -1.060316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 112648 members 
Entering Unmasked Estep 
Score: -10603160.000000 Penalty: 3787.984375
	Iteration 41Q: 3 clusters Score -1.060316e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 112648 members 
Entering Unmasked Estep 
Score: -10603160.000000 Penalty: 3787.984375
	Iteration 42F: 3 clusters Score -1.060316e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Entering Unmasked Estep 
Score: -649213.187500 Penalty: 1444.691650
	Iteration 0F: 2 clusters Score -649213.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -643813.625000 Penalty: 2889.383301
	Iteration 0F: 3 clusters Score -643813.6 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -645408.312500 Penalty: 2889.383301
	Iteration 1F: 3 clusters Score -645408.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -645613.687500 Penalty: 2889.383301
	Iteration 2F: 3 clusters Score -645613.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -645744.875000 Penalty: 2889.383301
	Iteration 3Q: 3 clusters Score -645744.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -645877.937500 Penalty: 2889.383301
	Iteration 4Q: 3 clusters Score -645877.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -646021.375000 Penalty: 2889.383301
	Iteration 5Q: 3 clusters Score -646021.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -646145.187500 Penalty: 2889.383301
	Iteration 6Q: 3 clusters Score -646145.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -646289.500000 Penalty: 2889.383301
	Iteration 7Q: 3 clusters Score -646289.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -646451.625000 Penalty: 2889.383301
	Iteration 8Q: 3 clusters Score -646451.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -646633.625000 Penalty: 2889.383301
	Iteration 9Q: 3 clusters Score -646633.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -646831.000000 Penalty: 2889.383301
	Iteration 10Q: 3 clusters Score -646831 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -647034.250000 Penalty: 2889.383301
	Iteration 11Q: 3 clusters Score -647034.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -647285.312500 Penalty: 2889.383301
	Iteration 12Q: 3 clusters Score -647285.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -647561.437500 Penalty: 2889.383301
	Iteration 13Q: 3 clusters Score -647561.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -647805.312500 Penalty: 2889.383301
	Iteration 14Q: 3 clusters Score -647805.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -648006.812500 Penalty: 2889.383301
	Iteration 15Q: 3 clusters Score -648006.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -648155.812500 Penalty: 2889.383301
	Iteration 16Q: 3 clusters Score -648155.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -648264.375000 Penalty: 2889.383301
	Iteration 17Q: 3 clusters Score -648264.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -648345.750000 Penalty: 2889.383301
	Iteration 18Q: 3 clusters Score -648345.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -648407.437500 Penalty: 2889.383301
	Iteration 19Q: 3 clusters Score -648407.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -648495.750000 Penalty: 2889.383301
	Iteration 20F: 3 clusters Score -648495.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -648598.875000 Penalty: 2889.383301
	Iteration 21Q: 3 clusters Score -648598.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -648710.125000 Penalty: 2889.383301
	Iteration 22Q: 3 clusters Score -648710.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -648817.687500 Penalty: 2889.383301
	Iteration 23Q: 3 clusters Score -648817.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -648869.812500 Penalty: 2889.383301
	Iteration 24Q: 3 clusters Score -648869.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -648891.062500 Penalty: 2889.383301
	Iteration 25Q: 3 clusters Score -648891.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -648909.875000 Penalty: 2889.383301
	Iteration 26Q: 3 clusters Score -648909.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -648922.000000 Penalty: 2889.383301
	Iteration 27Q: 3 clusters Score -648922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -648924.750000 Penalty: 2889.383301
	Iteration 28Q: 3 clusters Score -648924.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -648932.250000 Penalty: 2889.383301
	Iteration 29Q: 3 clusters Score -648932.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -648940.312500 Penalty: 2889.383301
	Iteration 30Q: 3 clusters Score -648940.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -648942.062500 Penalty: 2889.383301
	Iteration 31Q: 3 clusters Score -648942.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -648944.875000 Penalty: 2889.383301
	Iteration 32Q: 3 clusters Score -648944.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -648948.250000 Penalty: 2889.383301
	Iteration 33Q: 3 clusters Score -648948.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -648949.937500 Penalty: 2889.383301
	Iteration 34Q: 3 clusters Score -648949.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -648951.000000 Penalty: 2889.383301
	Iteration 35Q: 3 clusters Score -648951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -648952.937500 Penalty: 2889.383301
	Iteration 36Q: 3 clusters Score -648952.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -648953.375000 Penalty: 2889.383301
	Iteration 37Q: 3 clusters Score -648953.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -648953.375000 Penalty: 2889.383301
	Iteration 38F: 3 clusters Score -648953.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Entering Unmasked Estep 
Score: -1333699.250000 Penalty: 1561.644897
	Iteration 0F: 2 clusters Score -1333699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1323392.500000 Penalty: 3123.289795
	Iteration 0F: 3 clusters Score -1323392 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1326875.250000 Penalty: 3123.289795
	Iteration 1F: 3 clusters Score -1326875 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1327177.750000 Penalty: 3123.289795
	Iteration 2F: 3 clusters Score -1327178 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1327423.125000 Penalty: 3123.289795
	Iteration 3Q: 3 clusters Score -1327423 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1327689.500000 Penalty: 3123.289795
	Iteration 4Q: 3 clusters Score -1327690 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1328012.250000 Penalty: 3123.289795
	Iteration 5Q: 3 clusters Score -1328012 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1328404.375000 Penalty: 3123.289795
	Iteration 6Q: 3 clusters Score -1328404 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1328853.500000 Penalty: 3123.289795
	Iteration 7F: 3 clusters Score -1328854 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1329332.125000 Penalty: 3123.289795
	Iteration 8F: 3 clusters Score -1329332 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1329843.500000 Penalty: 3123.289795
	Iteration 9F: 3 clusters Score -1329844 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1330334.500000 Penalty: 3123.289795
	Iteration 10Q: 3 clusters Score -1330334 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1330782.875000 Penalty: 3123.289795
	Iteration 11Q: 3 clusters Score -1330783 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1331135.125000 Penalty: 3123.289795
	Iteration 12Q: 3 clusters Score -1331135 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1331449.750000 Penalty: 3123.289795
	Iteration 13Q: 3 clusters Score -1331450 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1331741.625000 Penalty: 3123.289795
	Iteration 14Q: 3 clusters Score -1331742 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1331955.125000 Penalty: 3123.289795
	Iteration 15Q: 3 clusters Score -1331955 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1332086.375000 Penalty: 3123.289795
	Iteration 16Q: 3 clusters Score -1332086 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1332165.875000 Penalty: 3123.289795
	Iteration 17Q: 3 clusters Score -1332166 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1332225.000000 Penalty: 3123.289795
	Iteration 18Q: 3 clusters Score -1332225 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1332267.125000 Penalty: 3123.289795
	Iteration 19Q: 3 clusters Score -1332267 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1332302.625000 Penalty: 3123.289795
	Iteration 20F: 3 clusters Score -1332303 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1332329.625000 Penalty: 3123.289795
	Iteration 21Q: 3 clusters Score -1332330 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1332360.625000 Penalty: 3123.289795
	Iteration 22Q: 3 clusters Score -1332361 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1332391.500000 Penalty: 3123.289795
	Iteration 23Q: 3 clusters Score -1332392 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1332413.625000 Penalty: 3123.289795
	Iteration 24Q: 3 clusters Score -1332414 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1332434.125000 Penalty: 3123.289795
	Iteration 25Q: 3 clusters Score -1332434 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1332457.875000 Penalty: 3123.289795
	Iteration 26Q: 3 clusters Score -1332458 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1332462.000000 Penalty: 3123.289795
	Iteration 27Q: 3 clusters Score -1332462 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1332481.375000 Penalty: 3123.289795
	Iteration 28Q: 3 clusters Score -1332481 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1332489.500000 Penalty: 3123.289795
	Iteration 29Q: 3 clusters Score -1332490 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1332500.125000 Penalty: 3123.289795
	Iteration 30Q: 3 clusters Score -1332500 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1332507.250000 Penalty: 3123.289795
	Iteration 31Q: 3 clusters Score -1332507 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1332514.125000 Penalty: 3123.289795
	Iteration 32Q: 3 clusters Score -1332514 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1332514.625000 Penalty: 3123.289795
	Iteration 33Q: 3 clusters Score -1332515 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1332521.250000 Penalty: 3123.289795
	Iteration 34Q: 3 clusters Score -1332521 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1332524.375000 Penalty: 3123.289795
	Iteration 35Q: 3 clusters Score -1332524 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1332532.375000 Penalty: 3123.289795
	Iteration 36Q: 3 clusters Score -1332532 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1332539.375000 Penalty: 3123.289795
	Iteration 37Q: 3 clusters Score -1332539 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1332539.750000 Penalty: 3123.289795
	Iteration 38Q: 3 clusters Score -1332540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1332542.250000 Penalty: 3123.289795
	Iteration 39Q: 3 clusters Score -1332542 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1332552.625000 Penalty: 3123.289795
	Iteration 40F: 3 clusters Score -1332553 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1332555.875000 Penalty: 3123.289795
	Iteration 41Q: 3 clusters Score -1332556 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1332570.250000 Penalty: 3123.289795
	Iteration 42Q: 3 clusters Score -1332570 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1332578.125000 Penalty: 3123.289795
	Iteration 43Q: 3 clusters Score -1332578 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1332588.250000 Penalty: 3123.289795
	Iteration 44Q: 3 clusters Score -1332588 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1332598.125000 Penalty: 3123.289795
	Iteration 45Q: 3 clusters Score -1332598 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1332613.000000 Penalty: 3123.289795
	Iteration 46Q: 3 clusters Score -1332613 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1332620.750000 Penalty: 3123.289795
	Iteration 47Q: 3 clusters Score -1332621 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1332627.500000 Penalty: 3123.289795
	Iteration 48Q: 3 clusters Score -1332628 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1332635.250000 Penalty: 3123.289795
	Iteration 49Q: 3 clusters Score -1332635 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1332641.000000 Penalty: 3123.289795
	Iteration 50Q: 3 clusters Score -1332641 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1332653.250000 Penalty: 3123.289795
	Iteration 51Q: 3 clusters Score -1332653 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1332660.750000 Penalty: 3123.289795
	Iteration 52Q: 3 clusters Score -1332661 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1332674 nChanged 70
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Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1332685 nChanged 51
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Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1332689 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1332693 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1332705 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1332713 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1332720 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1332718 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1332736 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1332742 nChanged 79
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Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1332761 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1332769 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1332784 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1332801 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1332820 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1332832 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1332848 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1332859 nChanged 91
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Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1332884 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1332904 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1332923 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1332948 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1332977 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1333006 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1333024 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1333044 nChanged 90
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Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1333061 nChanged 95
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Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1333080 nChanged 104
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Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1333104 nChanged 99
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Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1333129 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1333150 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1333168 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1333185 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1333200 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1333208 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1333220 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1333229 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1333248 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1333260 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1333273 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1333278 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1333284 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1333295 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1333301 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1333307.000000 Penalty: 3123.289795
	Iteration 97Q: 3 clusters Score -1333307 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1333310.625000 Penalty: 3123.289795
	Iteration 98Q: 3 clusters Score -1333311 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1333314.750000 Penalty: 3123.289795
	Iteration 99Q: 3 clusters Score -1333315 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1333318.500000 Penalty: 3123.289795
	Iteration 100F: 3 clusters Score -1333318 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1333327.750000 Penalty: 3123.289795
	Iteration 101Q: 3 clusters Score -1333328 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1333332.500000 Penalty: 3123.289795
	Iteration 102Q: 3 clusters Score -1333332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1333336.500000 Penalty: 3123.289795
	Iteration 103Q: 3 clusters Score -1333336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1333338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1333343.125000 Penalty: 3123.289795
	Iteration 105Q: 3 clusters Score -1333343 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1333345 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1333351.625000 Penalty: 3123.289795
	Iteration 107Q: 3 clusters Score -1333352 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1333350 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1333354 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1333354 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1333360.875000 Penalty: 3123.289795
	Iteration 111Q: 3 clusters Score -1333361 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1333363.375000 Penalty: 3123.289795
	Iteration 112Q: 3 clusters Score -1333363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1333367.250000 Penalty: 3123.289795
	Iteration 113Q: 3 clusters Score -1333367 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1333368.500000 Penalty: 3123.289795
	Iteration 114Q: 3 clusters Score -1333368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1333372.750000 Penalty: 3123.289795
	Iteration 115Q: 3 clusters Score -1333373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1333372.125000 Penalty: 3123.289795
	Iteration 116Q: 3 clusters Score -1333372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1333375.625000 Penalty: 3123.289795
	Iteration 117Q: 3 clusters Score -1333376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1333378.125000 Penalty: 3123.289795
	Iteration 118Q: 3 clusters Score -1333378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1333381.750000 Penalty: 3123.289795
	Iteration 119Q: 3 clusters Score -1333382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1333384.625000 Penalty: 3123.289795
	Iteration 120F: 3 clusters Score -1333385 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1333390.375000 Penalty: 3123.289795
	Iteration 121Q: 3 clusters Score -1333390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1333390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1333393.500000 Penalty: 3123.289795
	Iteration 123Q: 3 clusters Score -1333394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1333398.125000 Penalty: 3123.289795
	Iteration 124Q: 3 clusters Score -1333398 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1333401.000000 Penalty: 3123.289795
	Iteration 125Q: 3 clusters Score -1333401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1333400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1333402.375000 Penalty: 3123.289795
	Iteration 127Q: 3 clusters Score -1333402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1333400.250000 Penalty: 3123.289795
	Iteration 128Q: 3 clusters Score -1333400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1333401.125000 Penalty: 3123.289795
	Iteration 129Q: 3 clusters Score -1333401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1333399.750000 Penalty: 3123.289795
	Iteration 130Q: 3 clusters Score -1333400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1333401.000000 Penalty: 3123.289795
	Iteration 131Q: 3 clusters Score -1333401 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1333400 nChanged 0
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Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
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	Iteration 133F: 3 clusters Score -1333400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10810 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -1003214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -995548 nChanged 4697
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -998145.9 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -998556.437500 Penalty: 3018.673828
	Iteration 2F: 3 clusters Score -998556.4 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -998915.937500 Penalty: 3018.673828
	Iteration 3F: 3 clusters Score -998915.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -999204.187500 Penalty: 3018.673828
	Iteration 4F: 3 clusters Score -999204.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -999453.125000 Penalty: 3018.673828
	Iteration 5Q: 3 clusters Score -999453.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -999650.062500 Penalty: 3018.673828
	Iteration 6Q: 3 clusters Score -999650.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -999813.937500 Penalty: 3018.673828
	Iteration 7Q: 3 clusters Score -999813.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -999958.750000 Penalty: 3018.673828
	Iteration 8Q: 3 clusters Score -999958.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1000086.937500 Penalty: 3018.673828
	Iteration 9Q: 3 clusters Score -1000087 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1000198.562500 Penalty: 3018.673828
	Iteration 10Q: 3 clusters Score -1000199 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1000291.937500 Penalty: 3018.673828
	Iteration 11Q: 3 clusters Score -1000292 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1000375.562500 Penalty: 3018.673828
	Iteration 12Q: 3 clusters Score -1000376 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1000458.500000 Penalty: 3018.673828
	Iteration 13Q: 3 clusters Score -1000458 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1000542.687500 Penalty: 3018.673828
	Iteration 14Q: 3 clusters Score -1000543 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1000639.750000 Penalty: 3018.673828
	Iteration 15Q: 3 clusters Score -1000640 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1000746.750000 Penalty: 3018.673828
	Iteration 16Q: 3 clusters Score -1000747 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1000845.625000 Penalty: 3018.673828
	Iteration 17Q: 3 clusters Score -1000846 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1000947.187500 Penalty: 3018.673828
	Iteration 18Q: 3 clusters Score -1000947 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1001042.000000 Penalty: 3018.673828
	Iteration 19Q: 3 clusters Score -1001042 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1001141.000000 Penalty: 3018.673828
	Iteration 20F: 3 clusters Score -1001141 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1001239.687500 Penalty: 3018.673828
	Iteration 21Q: 3 clusters Score -1001240 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1001332.687500 Penalty: 3018.673828
	Iteration 22Q: 3 clusters Score -1001333 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1001428.750000 Penalty: 3018.673828
	Iteration 23Q: 3 clusters Score -1001429 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1001518.125000 Penalty: 3018.673828
	Iteration 24Q: 3 clusters Score -1001518 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1001596.437500 Penalty: 3018.673828
	Iteration 25Q: 3 clusters Score -1001596 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1001668.437500 Penalty: 3018.673828
	Iteration 26Q: 3 clusters Score -1001668 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1001725.437500 Penalty: 3018.673828
	Iteration 27Q: 3 clusters Score -1001725 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1001765.125000 Penalty: 3018.673828
	Iteration 28Q: 3 clusters Score -1001765 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1001793.375000 Penalty: 3018.673828
	Iteration 29Q: 3 clusters Score -1001793 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1001817.312500 Penalty: 3018.673828
	Iteration 30Q: 3 clusters Score -1001817 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1001834.750000 Penalty: 3018.673828
	Iteration 31Q: 3 clusters Score -1001835 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1001851.250000 Penalty: 3018.673828
	Iteration 32Q: 3 clusters Score -1001851 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1001864.375000 Penalty: 3018.673828
	Iteration 33Q: 3 clusters Score -1001864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1001875.750000 Penalty: 3018.673828
	Iteration 34Q: 3 clusters Score -1001876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1001889.500000 Penalty: 3018.673828
	Iteration 35Q: 3 clusters Score -1001890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1001900.562500 Penalty: 3018.673828
	Iteration 36Q: 3 clusters Score -1001901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1001906.750000 Penalty: 3018.673828
	Iteration 37Q: 3 clusters Score -1001907 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1001913.187500 Penalty: 3018.673828
	Iteration 38Q: 3 clusters Score -1001913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1001920.812500 Penalty: 3018.673828
	Iteration 39Q: 3 clusters Score -1001921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1001929.625000 Penalty: 3018.673828
	Iteration 40F: 3 clusters Score -1001930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1001936.250000 Penalty: 3018.673828
	Iteration 41Q: 3 clusters Score -1001936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1001939.062500 Penalty: 3018.673828
	Iteration 42Q: 3 clusters Score -1001939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1001944.750000 Penalty: 3018.673828
	Iteration 43Q: 3 clusters Score -1001945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1001951.125000 Penalty: 3018.673828
	Iteration 44Q: 3 clusters Score -1001951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1001958.625000 Penalty: 3018.673828
	Iteration 45Q: 3 clusters Score -1001959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1001963.187500 Penalty: 3018.673828
	Iteration 46Q: 3 clusters Score -1001963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1001965.500000 Penalty: 3018.673828
	Iteration 47Q: 3 clusters Score -1001966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1001967.500000 Penalty: 3018.673828
	Iteration 48Q: 3 clusters Score -1001968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1001971.500000 Penalty: 3018.673828
	Iteration 49Q: 3 clusters Score -1001972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1001977.500000 Penalty: 3018.673828
	Iteration 50Q: 3 clusters Score -1001978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1001979.625000 Penalty: 3018.673828
	Iteration 51Q: 3 clusters Score -1001980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1001985.562500 Penalty: 3018.673828
	Iteration 52Q: 3 clusters Score -1001986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1001992.312500 Penalty: 3018.673828
	Iteration 53Q: 3 clusters Score -1001992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1001995.437500 Penalty: 3018.673828
	Iteration 54Q: 3 clusters Score -1001995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1001999.312500 Penalty: 3018.673828
	Iteration 55Q: 3 clusters Score -1001999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1002004.937500 Penalty: 3018.673828
	Iteration 56Q: 3 clusters Score -1002005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1002009.125000 Penalty: 3018.673828
	Iteration 57Q: 3 clusters Score -1002009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1002008.687500 Penalty: 3018.673828
	Iteration 58Q: 3 clusters Score -1002009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1002009.687500 Penalty: 3018.673828
	Iteration 59Q: 3 clusters Score -1002010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1002009.687500 Penalty: 3018.673828
	Iteration 60F: 3 clusters Score -1002010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Entering Unmasked Estep 
Score: -90176.054688 Penalty: 1134.111084
	Iteration 0F: 2 clusters Score -90176.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -88698.671875 Penalty: 2268.222168
	Iteration 0F: 3 clusters Score -88698.67 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -88968.828125 Penalty: 2268.222168
	Iteration 1F: 3 clusters Score -88968.83 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -89044.093750 Penalty: 2268.222168
	Iteration 2F: 3 clusters Score -89044.09 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -89109.632812 Penalty: 2268.222168
	Iteration 3Q: 3 clusters Score -89109.63 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -89179.648438 Penalty: 2268.222168
	Iteration 4Q: 3 clusters Score -89179.65 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -89273.679688 Penalty: 2268.222168
	Iteration 5Q: 3 clusters Score -89273.68 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -89378.765625 Penalty: 2268.222168
	Iteration 6Q: 3 clusters Score -89378.77 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -89513.179688 Penalty: 2268.222168
	Iteration 7Q: 3 clusters Score -89513.18 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -89635.796875 Penalty: 2268.222168
	Iteration 8F: 3 clusters Score -89635.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -89733.007812 Penalty: 2268.222168
	Iteration 9Q: 3 clusters Score -89733.01 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -89879.218750 Penalty: 2268.222168
	Iteration 10Q: 3 clusters Score -89879.22 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -90094.093750 Penalty: 2268.222168
	Iteration 11Q: 3 clusters Score -90094.09 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -90282.914062 Penalty: 2268.222168
	Iteration 12Q: 3 clusters Score -90282.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -90427.156250 Penalty: 2268.222168
	Iteration 13Q: 3 clusters Score -90427.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -90620.406250 Penalty: 2268.222168
	Iteration 14Q: 3 clusters Score -90620.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -90820.960938 Penalty: 2268.222168
	Iteration 15Q: 3 clusters Score -90820.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -90842.406250 Penalty: 2268.222168
	Iteration 16Q: 3 clusters Score -90842.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -90845.070312 Penalty: 2268.222168
	Iteration 17Q: 3 clusters Score -90845.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -90845.070312 Penalty: 2268.222168
	Iteration 18F: 3 clusters Score -90845.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41664 members 
Mstep: Class 4 contains 115305 members 
Mstep: Class 5 contains 7262 members 
Mstep: Class 6 contains 14915 members 
Mstep: Class 7 contains 10810 members 
Mstep: Class 8 contains 305 members 
Mstep: Class 9 contains 124312 members 
Mstep: Class 10 contains 26440 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 40191 members 
Mstep: Class 13 contains 4431 members 
Mstep: Class 14 contains 1462 members 
Mstep: Class 15 contains 17509 members 
Mstep: Class 16 contains 24034 members 
Mstep: Class 17 contains 86569 members 
Mstep: Class 18 contains 61166 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2495 members 
Mstep: Class 23 contains 60979 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 12986 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7128 members 
Mstep: Class 29 contains 2743 members 
Mstep: Class 30 contains 73942 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14283 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1459 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1707 members 
Mstep: Class 38 contains 7683 members 
Mstep: Class 39 contains 5168 members 
Mstep: Class 40 contains 2804 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63549 members 
Mstep: Class 43 contains 8753 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 1685 members 
Mstep: Class 49 contains 769 members 
Entering Unmasked Estep 
Score: -84469040.000000 Penalty: 109667.085938
Splitting cluster 8 changes total score from -84469456.000000 to -84469040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (124312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124312 members 
Entering Unmasked Estep 
Score: -11787215.000000 Penalty: 1906.214355
	Iteration 0F: 2 clusters Score -1.178722e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61998 members 
Mstep: Class 2 contains 62314 members 
Entering Unmasked Estep 
Score: -11703858.000000 Penalty: 3812.428711
	Iteration 0F: 3 clusters Score -1.170386e+07 nChanged 59807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60165 members 
Mstep: Class 2 contains 64147 members 
Entering Unmasked Estep 
Score: -11739479.000000 Penalty: 3812.428711
	Iteration 1F: 3 clusters Score -1.173948e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 65092 members 
Entering Unmasked Estep 
Score: -11740582.000000 Penalty: 3812.428711
	Iteration 2Q: 3 clusters Score -1.174058e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58019 members 
Mstep: Class 2 contains 66293 members 
Entering Unmasked Estep 
Score: -11742147.000000 Penalty: 3812.428711
	Iteration 3Q: 3 clusters Score -1.174215e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56433 members 
Mstep: Class 2 contains 67879 members 
Entering Unmasked Estep 
Score: -11744286.000000 Penalty: 3812.428711
	Iteration 4Q: 3 clusters Score -1.174429e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54295 members 
Mstep: Class 2 contains 70017 members 
Entering Unmasked Estep 
Score: -11747465.000000 Penalty: 3812.428711
	Iteration 5Q: 3 clusters Score -1.174746e+07 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51671 members 
Mstep: Class 2 contains 72641 members 
Entering Unmasked Estep 
Score: -11752164.000000 Penalty: 3812.428711
	Iteration 6F: 3 clusters Score -1.175216e+07 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48950 members 
Mstep: Class 2 contains 75362 members 
Entering Unmasked Estep 
Score: -11758642.000000 Penalty: 3812.428711
	Iteration 7F: 3 clusters Score -1.175864e+07 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46926 members 
Mstep: Class 2 contains 77386 members 
Entering Unmasked Estep 
Score: -11764636.000000 Penalty: 3812.428711
	Iteration 8F: 3 clusters Score -1.176464e+07 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 78445 members 
Entering Unmasked Estep 
Score: -11768233.000000 Penalty: 3812.428711
	Iteration 9F: 3 clusters Score -1.176823e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45583 members 
Mstep: Class 2 contains 78729 members 
Entering Unmasked Estep 
Score: -11769900.000000 Penalty: 3812.428711
	Iteration 10Q: 3 clusters Score -1.17699e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45681 members 
Mstep: Class 2 contains 78631 members 
Entering Unmasked Estep 
Score: -11770812.000000 Penalty: 3812.428711
	Iteration 11Q: 3 clusters Score -1.177081e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 78342 members 
Entering Unmasked Estep 
Score: -11771298.000000 Penalty: 3812.428711
	Iteration 12Q: 3 clusters Score -1.17713e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 77827 members 
Entering Unmasked Estep 
Score: -11771546.000000 Penalty: 3812.428711
	Iteration 13Q: 3 clusters Score -1.177155e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 77247 members 
Entering Unmasked Estep 
Score: -11771692.000000 Penalty: 3812.428711
	Iteration 14Q: 3 clusters Score -1.177169e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 76629 members 
Entering Unmasked Estep 
Score: -11771817.000000 Penalty: 3812.428711
	Iteration 15Q: 3 clusters Score -1.177182e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 75965 members 
Entering Unmasked Estep 
Score: -11771951.000000 Penalty: 3812.428711
	Iteration 16Q: 3 clusters Score -1.177195e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49046 members 
Mstep: Class 2 contains 75266 members 
Entering Unmasked Estep 
Score: -11772017.000000 Penalty: 3812.428711
	Iteration 17Q: 3 clusters Score -1.177202e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49829 members 
Mstep: Class 2 contains 74483 members 
Entering Unmasked Estep 
Score: -11772148.000000 Penalty: 3812.428711
	Iteration 18Q: 3 clusters Score -1.177215e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50660 members 
Mstep: Class 2 contains 73652 members 
Entering Unmasked Estep 
Score: -11772265.000000 Penalty: 3812.428711
	Iteration 19Q: 3 clusters Score -1.177226e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51589 members 
Mstep: Class 2 contains 72723 members 
Entering Unmasked Estep 
Score: -11772443.000000 Penalty: 3812.428711
	Iteration 20F: 3 clusters Score -1.177244e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52660 members 
Mstep: Class 2 contains 71652 members 
Entering Unmasked Estep 
Score: -11772626.000000 Penalty: 3812.428711
	Iteration 21Q: 3 clusters Score -1.177263e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53787 members 
Mstep: Class 2 contains 70525 members 
Entering Unmasked Estep 
Score: -11772787.000000 Penalty: 3812.428711
	Iteration 22Q: 3 clusters Score -1.177279e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54987 members 
Mstep: Class 2 contains 69325 members 
Entering Unmasked Estep 
Score: -11773067.000000 Penalty: 3812.428711
	Iteration 23Q: 3 clusters Score -1.177307e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56299 members 
Mstep: Class 2 contains 68013 members 
Entering Unmasked Estep 
Score: -11773331.000000 Penalty: 3812.428711
	Iteration 24Q: 3 clusters Score -1.177333e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57668 members 
Mstep: Class 2 contains 66644 members 
Entering Unmasked Estep 
Score: -11773609.000000 Penalty: 3812.428711
	Iteration 25Q: 3 clusters Score -1.177361e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59120 members 
Mstep: Class 2 contains 65192 members 
Entering Unmasked Estep 
Score: -11773878.000000 Penalty: 3812.428711
	Iteration 26Q: 3 clusters Score -1.177388e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60596 members 
Mstep: Class 2 contains 63716 members 
Entering Unmasked Estep 
Score: -11774254.000000 Penalty: 3812.428711
	Iteration 27Q: 3 clusters Score -1.177425e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62181 members 
Mstep: Class 2 contains 62131 members 
Entering Unmasked Estep 
Score: -11774601.000000 Penalty: 3812.428711
	Iteration 28Q: 3 clusters Score -1.17746e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63838 members 
Mstep: Class 2 contains 60474 members 
Entering Unmasked Estep 
Score: -11775082.000000 Penalty: 3812.428711
	Iteration 29Q: 3 clusters Score -1.177508e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65520 members 
Mstep: Class 2 contains 58792 members 
Entering Unmasked Estep 
Score: -11775425.000000 Penalty: 3812.428711
	Iteration 30Q: 3 clusters Score -1.177542e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67248 members 
Mstep: Class 2 contains 57064 members 
Entering Unmasked Estep 
Score: -11775851.000000 Penalty: 3812.428711
	Iteration 31Q: 3 clusters Score -1.177585e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68981 members 
Mstep: Class 2 contains 55331 members 
Entering Unmasked Estep 
Score: -11776382.000000 Penalty: 3812.428711
	Iteration 32Q: 3 clusters Score -1.177638e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70764 members 
Mstep: Class 2 contains 53548 members 
Entering Unmasked Estep 
Score: -11776931.000000 Penalty: 3812.428711
	Iteration 33Q: 3 clusters Score -1.177693e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72535 members 
Mstep: Class 2 contains 51777 members 
Entering Unmasked Estep 
Score: -11777393.000000 Penalty: 3812.428711
	Iteration 34Q: 3 clusters Score -1.177739e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74282 members 
Mstep: Class 2 contains 50030 members 
Entering Unmasked Estep 
Score: -11777989.000000 Penalty: 3812.428711
	Iteration 35Q: 3 clusters Score -1.177799e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76050 members 
Mstep: Class 2 contains 48262 members 
Entering Unmasked Estep 
Score: -11778488.000000 Penalty: 3812.428711
	Iteration 36Q: 3 clusters Score -1.177849e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77736 members 
Mstep: Class 2 contains 46576 members 
Entering Unmasked Estep 
Score: -11778997.000000 Penalty: 3812.428711
	Iteration 37Q: 3 clusters Score -1.1779e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79319 members 
Mstep: Class 2 contains 44993 members 
Entering Unmasked Estep 
Score: -11779497.000000 Penalty: 3812.428711
	Iteration 38Q: 3 clusters Score -1.17795e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80796 members 
Mstep: Class 2 contains 43516 members 
Entering Unmasked Estep 
Score: -11779979.000000 Penalty: 3812.428711
	Iteration 39Q: 3 clusters Score -1.177998e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82215 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
Score: -11780512.000000 Penalty: 3812.428711
	Iteration 40F: 3 clusters Score -1.178051e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83652 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -11781087.000000 Penalty: 3812.428711
	Iteration 41Q: 3 clusters Score -1.178109e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85036 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -11781616.000000 Penalty: 3812.428711
	Iteration 42Q: 3 clusters Score -1.178162e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86332 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -11782104.000000 Penalty: 3812.428711
	Iteration 43Q: 3 clusters Score -1.17821e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87558 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -11782640.000000 Penalty: 3812.428711
	Iteration 44Q: 3 clusters Score -1.178264e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88708 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
Score: -11783001.000000 Penalty: 3812.428711
	Iteration 45Q: 3 clusters Score -1.1783e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89704 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -11783328.000000 Penalty: 3812.428711
	Iteration 46Q: 3 clusters Score -1.178333e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90609 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -11783503.000000 Penalty: 3812.428711
	Iteration 47Q: 3 clusters Score -1.17835e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91380 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -11783727.000000 Penalty: 3812.428711
	Iteration 48Q: 3 clusters Score -1.178373e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92035 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -11783846.000000 Penalty: 3812.428711
	Iteration 49Q: 3 clusters Score -1.178385e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92588 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -11783888.000000 Penalty: 3812.428711
	Iteration 50Q: 3 clusters Score -1.178389e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93096 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -11783967.000000 Penalty: 3812.428711
	Iteration 51Q: 3 clusters Score -1.178397e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93544 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -11783988.000000 Penalty: 3812.428711
	Iteration 52Q: 3 clusters Score -1.178399e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93925 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -11784014.000000 Penalty: 3812.428711
	Iteration 53Q: 3 clusters Score -1.178401e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94254 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -11784055.000000 Penalty: 3812.428711
	Iteration 54Q: 3 clusters Score -1.178406e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94526 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -11784083.000000 Penalty: 3812.428711
	Iteration 55Q: 3 clusters Score -1.178408e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94784 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -11784126.000000 Penalty: 3812.428711
	Iteration 56Q: 3 clusters Score -1.178413e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95019 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -11784121.000000 Penalty: 3812.428711
	Iteration 57Q: 3 clusters Score -1.178412e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95210 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -11784140.000000 Penalty: 3812.428711
	Iteration 58Q: 3 clusters Score -1.178414e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95374 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -11784145.000000 Penalty: 3812.428711
	Iteration 59Q: 3 clusters Score -1.178414e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95520 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -11784154.000000 Penalty: 3812.428711
	Iteration 60F: 3 clusters Score -1.178415e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95665 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -11784146.000000 Penalty: 3812.428711
	Iteration 61Q: 3 clusters Score -1.178415e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95797 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -11784172.000000 Penalty: 3812.428711
	Iteration 62Q: 3 clusters Score -1.178417e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95912 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -11784157.000000 Penalty: 3812.428711
	Iteration 63Q: 3 clusters Score -1.178416e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96018 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -11784183.000000 Penalty: 3812.428711
	Iteration 64Q: 3 clusters Score -1.178418e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96098 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -11784191.000000 Penalty: 3812.428711
	Iteration 65Q: 3 clusters Score -1.178419e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96179 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -11784202.000000 Penalty: 3812.428711
	Iteration 66Q: 3 clusters Score -1.17842e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96246 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -11784202.000000 Penalty: 3812.428711
	Iteration 67Q: 3 clusters Score -1.17842e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96305 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -11784198.000000 Penalty: 3812.428711
	Iteration 68Q: 3 clusters Score -1.17842e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96370 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -11784218.000000 Penalty: 3812.428711
	Iteration 69Q: 3 clusters Score -1.178422e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96428 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -11784208.000000 Penalty: 3812.428711
	Iteration 70Q: 3 clusters Score -1.178421e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96467 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -11784201.000000 Penalty: 3812.428711
	Iteration 71Q: 3 clusters Score -1.17842e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96498 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -11784201.000000 Penalty: 3812.428711
	Iteration 72Q: 3 clusters Score -1.17842e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96527 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -11784212.000000 Penalty: 3812.428711
	Iteration 73Q: 3 clusters Score -1.178421e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96557 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -11784208.000000 Penalty: 3812.428711
	Iteration 74Q: 3 clusters Score -1.178421e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96594 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -11784194.000000 Penalty: 3812.428711
	Iteration 75Q: 3 clusters Score -1.178419e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96630 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -11784192.000000 Penalty: 3812.428711
	Iteration 76Q: 3 clusters Score -1.178419e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96652 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -11784206.000000 Penalty: 3812.428711
	Iteration 77Q: 3 clusters Score -1.178421e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96677 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -11784210.000000 Penalty: 3812.428711
	Iteration 78Q: 3 clusters Score -1.178421e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96694 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -11784190.000000 Penalty: 3812.428711
	Iteration 79Q: 3 clusters Score -1.178419e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96715 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -11784198.000000 Penalty: 3812.428711
	Iteration 80F: 3 clusters Score -1.17842e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96731 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -11784187.000000 Penalty: 3812.428711
	Iteration 81Q: 3 clusters Score -1.178419e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96753 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -11784183.000000 Penalty: 3812.428711
	Iteration 82Q: 3 clusters Score -1.178418e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96771 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -11784177.000000 Penalty: 3812.428711
	Iteration 83Q: 3 clusters Score -1.178418e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96795 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -11784179.000000 Penalty: 3812.428711
	Iteration 84Q: 3 clusters Score -1.178418e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96816 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -11784167.000000 Penalty: 3812.428711
	Iteration 85Q: 3 clusters Score -1.178417e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96837 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -11784170.000000 Penalty: 3812.428711
	Iteration 86Q: 3 clusters Score -1.178417e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96852 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -11784167.000000 Penalty: 3812.428711
	Iteration 87Q: 3 clusters Score -1.178417e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96866 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -11784173.000000 Penalty: 3812.428711
	Iteration 88Q: 3 clusters Score -1.178417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96875 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -11784170.000000 Penalty: 3812.428711
	Iteration 89Q: 3 clusters Score -1.178417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96879 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -11784175.000000 Penalty: 3812.428711
	Iteration 90Q: 3 clusters Score -1.178418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96886 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -11784171.000000 Penalty: 3812.428711
	Iteration 91Q: 3 clusters Score -1.178417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96896 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -11784155.000000 Penalty: 3812.428711
	Iteration 92Q: 3 clusters Score -1.178416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96907 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -11784159.000000 Penalty: 3812.428711
	Iteration 93Q: 3 clusters Score -1.178416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96918 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -11784165.000000 Penalty: 3812.428711
	Iteration 94Q: 3 clusters Score -1.178416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96927 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -11784154.000000 Penalty: 3812.428711
	Iteration 95Q: 3 clusters Score -1.178415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96932 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -11784161.000000 Penalty: 3812.428711
	Iteration 96Q: 3 clusters Score -1.178416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96933 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -11784169.000000 Penalty: 3812.428711
	Iteration 97Q: 3 clusters Score -1.178417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96936 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -11784178.000000 Penalty: 3812.428711
	Iteration 98Q: 3 clusters Score -1.178418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96942 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -11784173.000000 Penalty: 3812.428711
	Iteration 99Q: 3 clusters Score -1.178417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96950 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -11784175.000000 Penalty: 3812.428711
	Iteration 100F: 3 clusters Score -1.178418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96960 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -11784182.000000 Penalty: 3812.428711
	Iteration 101Q: 3 clusters Score -1.178418e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96972 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -11784163.000000 Penalty: 3812.428711
	Iteration 102Q: 3 clusters Score -1.178416e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96983 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -11784158.000000 Penalty: 3812.428711
	Iteration 103Q: 3 clusters Score -1.178416e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96996 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -11784160.000000 Penalty: 3812.428711
	Iteration 104Q: 3 clusters Score -1.178416e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97008 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -11784151.000000 Penalty: 3812.428711
	Iteration 105Q: 3 clusters Score -1.178415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97017 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -11784150.000000 Penalty: 3812.428711
	Iteration 106Q: 3 clusters Score -1.178415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97021 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -11784155.000000 Penalty: 3812.428711
	Iteration 107Q: 3 clusters Score -1.178416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97027 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -11784167.000000 Penalty: 3812.428711
	Iteration 108Q: 3 clusters Score -1.178417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97031 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -11784169.000000 Penalty: 3812.428711
	Iteration 109Q: 3 clusters Score -1.178417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97036 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -11784153.000000 Penalty: 3812.428711
	Iteration 110Q: 3 clusters Score -1.178415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97041 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -11784152.000000 Penalty: 3812.428711
	Iteration 111Q: 3 clusters Score -1.178415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97043 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -11784150.000000 Penalty: 3812.428711
	Iteration 112Q: 3 clusters Score -1.178415e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97043 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -11784150.000000 Penalty: 3812.428711
	Iteration 113F: 3 clusters Score -1.178415e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Entering Unmasked Estep 
Score: -2452011.000000 Penalty: 1654.677979
	Iteration 0F: 2 clusters Score -2452011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -2434314.500000 Penalty: 3309.355957
	Iteration 0F: 3 clusters Score -2434314 nChanged 11893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -2440977.000000 Penalty: 3309.355957
	Iteration 1F: 3 clusters Score -2440977 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -2441401.750000 Penalty: 3309.355957
	Iteration 2Q: 3 clusters Score -2441402 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2441816.000000 Penalty: 3309.355957
	Iteration 3Q: 3 clusters Score -2441816 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2442235.500000 Penalty: 3309.355957
	Iteration 4Q: 3 clusters Score -2442236 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2442689.250000 Penalty: 3309.355957
	Iteration 5Q: 3 clusters Score -2442689 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2443193.500000 Penalty: 3309.355957
	Iteration 6Q: 3 clusters Score -2443194 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2443755.500000 Penalty: 3309.355957
	Iteration 7Q: 3 clusters Score -2443756 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2444389.250000 Penalty: 3309.355957
	Iteration 8Q: 3 clusters Score -2444389 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2445151.500000 Penalty: 3309.355957
	Iteration 9Q: 3 clusters Score -2445152 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2445979.500000 Penalty: 3309.355957
	Iteration 10Q: 3 clusters Score -2445980 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -2446754.000000 Penalty: 3309.355957
	Iteration 11Q: 3 clusters Score -2446754 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2447391.500000 Penalty: 3309.355957
	Iteration 12Q: 3 clusters Score -2447392 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -2447830.500000 Penalty: 3309.355957
	Iteration 13Q: 3 clusters Score -2447830 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2448117.250000 Penalty: 3309.355957
	Iteration 14Q: 3 clusters Score -2448117 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -2448349.500000 Penalty: 3309.355957
	Iteration 15Q: 3 clusters Score -2448350 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -2448555.250000 Penalty: 3309.355957
	Iteration 16Q: 3 clusters Score -2448555 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2448726.750000 Penalty: 3309.355957
	Iteration 17Q: 3 clusters Score -2448727 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2448904.500000 Penalty: 3309.355957
	Iteration 18Q: 3 clusters Score -2448904 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2449054.500000 Penalty: 3309.355957
	Iteration 19Q: 3 clusters Score -2449054 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2449201.500000 Penalty: 3309.355957
	Iteration 20F: 3 clusters Score -2449202 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2449314.000000 Penalty: 3309.355957
	Iteration 21Q: 3 clusters Score -2449314 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2449443.750000 Penalty: 3309.355957
	Iteration 22Q: 3 clusters Score -2449444 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2449561.500000 Penalty: 3309.355957
	Iteration 23Q: 3 clusters Score -2449562 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2449656.250000 Penalty: 3309.355957
	Iteration 24Q: 3 clusters Score -2449656 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2449737.500000 Penalty: 3309.355957
	Iteration 25Q: 3 clusters Score -2449738 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2449816.000000 Penalty: 3309.355957
	Iteration 26Q: 3 clusters Score -2449816 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2449893.000000 Penalty: 3309.355957
	Iteration 27Q: 3 clusters Score -2449893 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2449959.000000 Penalty: 3309.355957
	Iteration 28Q: 3 clusters Score -2449959 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2450033.250000 Penalty: 3309.355957
	Iteration 29Q: 3 clusters Score -2450033 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2450101.500000 Penalty: 3309.355957
	Iteration 30Q: 3 clusters Score -2450102 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2450166.500000 Penalty: 3309.355957
	Iteration 31Q: 3 clusters Score -2450166 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2450237.250000 Penalty: 3309.355957
	Iteration 32Q: 3 clusters Score -2450237 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2450302.000000 Penalty: 3309.355957
	Iteration 33Q: 3 clusters Score -2450302 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2450357.500000 Penalty: 3309.355957
	Iteration 34Q: 3 clusters Score -2450358 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2450394.000000 Penalty: 3309.355957
	Iteration 35Q: 3 clusters Score -2450394 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2450420.500000 Penalty: 3309.355957
	Iteration 36Q: 3 clusters Score -2450420 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2450464.500000 Penalty: 3309.355957
	Iteration 37Q: 3 clusters Score -2450464 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2450495.500000 Penalty: 3309.355957
	Iteration 38Q: 3 clusters Score -2450496 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2450517.000000 Penalty: 3309.355957
	Iteration 39Q: 3 clusters Score -2450517 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2450538.000000 Penalty: 3309.355957
	Iteration 40F: 3 clusters Score -2450538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2450552.750000 Penalty: 3309.355957
	Iteration 41Q: 3 clusters Score -2450553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2450563.250000 Penalty: 3309.355957
	Iteration 42Q: 3 clusters Score -2450563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2450567.750000 Penalty: 3309.355957
	Iteration 43Q: 3 clusters Score -2450568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2450571.500000 Penalty: 3309.355957
	Iteration 44Q: 3 clusters Score -2450572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2450576.000000 Penalty: 3309.355957
	Iteration 45Q: 3 clusters Score -2450576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2450574.750000 Penalty: 3309.355957
	Iteration 46Q: 3 clusters Score -2450575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2450577.000000 Penalty: 3309.355957
	Iteration 47Q: 3 clusters Score -2450577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2450575.250000 Penalty: 3309.355957
	Iteration 48Q: 3 clusters Score -2450575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2450576.000000 Penalty: 3309.355957
	Iteration 49Q: 3 clusters Score -2450576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2450576.000000 Penalty: 3309.355957
	Iteration 50F: 3 clusters Score -2450576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -730644.000000 Penalty: 1477.707153
	Iteration 0F: 2 clusters Score -730644 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 4443 members 
Entering Unmasked Estep 
Score: -724169.500000 Penalty: 2955.414307
	Iteration 0F: 3 clusters Score -724169.5 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -726310.437500 Penalty: 2955.414307
	Iteration 1F: 3 clusters Score -726310.4 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -726789.875000 Penalty: 2955.414307
	Iteration 2F: 3 clusters Score -726789.9 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -727352.000000 Penalty: 2955.414307
	Iteration 3F: 3 clusters Score -727352 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -727923.437500 Penalty: 2955.414307
	Iteration 4F: 3 clusters Score -727923.4 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -728465.687500 Penalty: 2955.414307
	Iteration 5F: 3 clusters Score -728465.7 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -728991.187500 Penalty: 2955.414307
	Iteration 6F: 3 clusters Score -728991.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -729331.750000 Penalty: 2955.414307
	Iteration 7F: 3 clusters Score -729331.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -729517.500000 Penalty: 2955.414307
	Iteration 8Q: 3 clusters Score -729517.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -729644.125000 Penalty: 2955.414307
	Iteration 9Q: 3 clusters Score -729644.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -729729.187500 Penalty: 2955.414307
	Iteration 10Q: 3 clusters Score -729729.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -729801.437500 Penalty: 2955.414307
	Iteration 11Q: 3 clusters Score -729801.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -729843.375000 Penalty: 2955.414307
	Iteration 12Q: 3 clusters Score -729843.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -729875.250000 Penalty: 2955.414307
	Iteration 13Q: 3 clusters Score -729875.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -729897.312500 Penalty: 2955.414307
	Iteration 14Q: 3 clusters Score -729897.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -729907.750000 Penalty: 2955.414307
	Iteration 15Q: 3 clusters Score -729907.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -729913.375000 Penalty: 2955.414307
	Iteration 16Q: 3 clusters Score -729913.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -729917.437500 Penalty: 2955.414307
	Iteration 17Q: 3 clusters Score -729917.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -729919.750000 Penalty: 2955.414307
	Iteration 18Q: 3 clusters Score -729919.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -729922.312500 Penalty: 2955.414307
	Iteration 19Q: 3 clusters Score -729922.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -729924.750000 Penalty: 2955.414307
	Iteration 20F: 3 clusters Score -729924.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -729926.500000 Penalty: 2955.414307
	Iteration 21Q: 3 clusters Score -729926.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -729930.562500 Penalty: 2955.414307
	Iteration 22Q: 3 clusters Score -729930.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -729929.687500 Penalty: 2955.414307
	Iteration 23Q: 3 clusters Score -729929.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -729932.562500 Penalty: 2955.414307
	Iteration 24Q: 3 clusters Score -729932.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -729933.562500 Penalty: 2955.414307
	Iteration 25Q: 3 clusters Score -729933.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -729934.187500 Penalty: 2955.414307
	Iteration 26Q: 3 clusters Score -729934.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -729934.187500 Penalty: 2955.414307
	Iteration 27F: 3 clusters Score -729934.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (40191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Entering Unmasked Estep 
Score: -3731317.000000 Penalty: 1722.727295
	Iteration 0F: 2 clusters Score -3731317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -3704578.000000 Penalty: 3445.454590
	Iteration 0F: 3 clusters Score -3704578 nChanged 18638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -3714721.750000 Penalty: 3445.454590
	Iteration 1F: 3 clusters Score -3714722 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -3715162.250000 Penalty: 3445.454590
	Iteration 2Q: 3 clusters Score -3715162 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -3715661.000000 Penalty: 3445.454590
	Iteration 3Q: 3 clusters Score -3715661 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -3716273.250000 Penalty: 3445.454590
	Iteration 4Q: 3 clusters Score -3716273 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -3717179.250000 Penalty: 3445.454590
	Iteration 5F: 3 clusters Score -3717179 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -3718430.750000 Penalty: 3445.454590
	Iteration 6F: 3 clusters Score -3718431 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -3720131.250000 Penalty: 3445.454590
	Iteration 7F: 3 clusters Score -3720131 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -3722020.250000 Penalty: 3445.454590
	Iteration 8F: 3 clusters Score -3722020 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -3723870.000000 Penalty: 3445.454590
	Iteration 9F: 3 clusters Score -3723870 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -3725447.500000 Penalty: 3445.454590
	Iteration 10F: 3 clusters Score -3725448 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -3726776.500000 Penalty: 3445.454590
	Iteration 11Q: 3 clusters Score -3726776 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -3727814.250000 Penalty: 3445.454590
	Iteration 12Q: 3 clusters Score -3727814 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3728525.500000 Penalty: 3445.454590
	Iteration 13Q: 3 clusters Score -3728526 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3729008.500000 Penalty: 3445.454590
	Iteration 14Q: 3 clusters Score -3729008 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3729336.500000 Penalty: 3445.454590
	Iteration 15Q: 3 clusters Score -3729336 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3729547.750000 Penalty: 3445.454590
	Iteration 16Q: 3 clusters Score -3729548 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3729677.250000 Penalty: 3445.454590
	Iteration 17Q: 3 clusters Score -3729677 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3729747.750000 Penalty: 3445.454590
	Iteration 18Q: 3 clusters Score -3729748 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3729777.250000 Penalty: 3445.454590
	Iteration 19Q: 3 clusters Score -3729777 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3729799.500000 Penalty: 3445.454590
	Iteration 20F: 3 clusters Score -3729800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3729801.250000 Penalty: 3445.454590
	Iteration 21Q: 3 clusters Score -3729801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3729806.750000 Penalty: 3445.454590
	Iteration 22Q: 3 clusters Score -3729807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3729810.000000 Penalty: 3445.454590
	Iteration 23Q: 3 clusters Score -3729810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3729815.500000 Penalty: 3445.454590
	Iteration 24Q: 3 clusters Score -3729816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3729817.250000 Penalty: 3445.454590
	Iteration 25Q: 3 clusters Score -3729817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3729825.500000 Penalty: 3445.454590
	Iteration 26Q: 3 clusters Score -3729826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3729827.750000 Penalty: 3445.454590
	Iteration 27Q: 3 clusters Score -3729828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3729827.250000 Penalty: 3445.454590
	Iteration 28Q: 3 clusters Score -3729827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3729833.000000 Penalty: 3445.454590
	Iteration 29Q: 3 clusters Score -3729833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3729830.750000 Penalty: 3445.454590
	Iteration 30Q: 3 clusters Score -3729831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3729829.750000 Penalty: 3445.454590
	Iteration 31Q: 3 clusters Score -3729830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3729830.000000 Penalty: 3445.454590
	Iteration 32Q: 3 clusters Score -3729830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3729831.750000 Penalty: 3445.454590
	Iteration 33Q: 3 clusters Score -3729832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3729831.750000 Penalty: 3445.454590
	Iteration 34Q: 3 clusters Score -3729832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3729835.500000 Penalty: 3445.454590
	Iteration 35Q: 3 clusters Score -3729836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3729839.750000 Penalty: 3445.454590
	Iteration 36Q: 3 clusters Score -3729840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3729845.000000 Penalty: 3445.454590
	Iteration 37Q: 3 clusters Score -3729845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3729845.500000 Penalty: 3445.454590
	Iteration 38Q: 3 clusters Score -3729846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3729844.250000 Penalty: 3445.454590
	Iteration 39Q: 3 clusters Score -3729844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3729846.500000 Penalty: 3445.454590
	Iteration 40F: 3 clusters Score -3729846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3729850.500000 Penalty: 3445.454590
	Iteration 41Q: 3 clusters Score -3729850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3729849.000000 Penalty: 3445.454590
	Iteration 42Q: 3 clusters Score -3729849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3729854.750000 Penalty: 3445.454590
	Iteration 43Q: 3 clusters Score -3729855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3729855.750000 Penalty: 3445.454590
	Iteration 44Q: 3 clusters Score -3729856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3729853.500000 Penalty: 3445.454590
	Iteration 45Q: 3 clusters Score -3729854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3729855.500000 Penalty: 3445.454590
	Iteration 46Q: 3 clusters Score -3729856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3729860.500000 Penalty: 3445.454590
	Iteration 47Q: 3 clusters Score -3729860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3729860.500000 Penalty: 3445.454590
	Iteration 48F: 3 clusters Score -3729860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Entering Unmasked Estep 
Score: -387254.125000 Penalty: 1364.411865
	Iteration 0F: 2 clusters Score -387254.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -383650.406250 Penalty: 2728.823730
	Iteration 0F: 3 clusters Score -383650.4 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -384692.687500 Penalty: 2728.823730
	Iteration 1F: 3 clusters Score -384692.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -384965.906250 Penalty: 2728.823730
	Iteration 2F: 3 clusters Score -384965.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -385201.343750 Penalty: 2728.823730
	Iteration 3F: 3 clusters Score -385201.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -385444.000000 Penalty: 2728.823730
	Iteration 4F: 3 clusters Score -385444 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -385657.843750 Penalty: 2728.823730
	Iteration 5F: 3 clusters Score -385657.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -385869.281250 Penalty: 2728.823730
	Iteration 6F: 3 clusters Score -385869.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -386066.281250 Penalty: 2728.823730
	Iteration 7Q: 3 clusters Score -386066.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -386208.625000 Penalty: 2728.823730
	Iteration 8Q: 3 clusters Score -386208.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -386298.343750 Penalty: 2728.823730
	Iteration 9Q: 3 clusters Score -386298.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -386356.718750 Penalty: 2728.823730
	Iteration 10Q: 3 clusters Score -386356.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -386403.937500 Penalty: 2728.823730
	Iteration 11Q: 3 clusters Score -386403.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -386443.187500 Penalty: 2728.823730
	Iteration 12Q: 3 clusters Score -386443.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -386474.937500 Penalty: 2728.823730
	Iteration 13Q: 3 clusters Score -386474.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -386498.750000 Penalty: 2728.823730
	Iteration 14Q: 3 clusters Score -386498.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -386523.781250 Penalty: 2728.823730
	Iteration 15Q: 3 clusters Score -386523.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -386545.031250 Penalty: 2728.823730
	Iteration 16Q: 3 clusters Score -386545 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -386558.687500 Penalty: 2728.823730
	Iteration 17Q: 3 clusters Score -386558.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -386565.625000 Penalty: 2728.823730
	Iteration 18Q: 3 clusters Score -386565.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -386570.781250 Penalty: 2728.823730
	Iteration 19Q: 3 clusters Score -386570.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -386577.875000 Penalty: 2728.823730
	Iteration 20F: 3 clusters Score -386577.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -386584.406250 Penalty: 2728.823730
	Iteration 21Q: 3 clusters Score -386584.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -386587.906250 Penalty: 2728.823730
	Iteration 22Q: 3 clusters Score -386587.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -386590.125000 Penalty: 2728.823730
	Iteration 23Q: 3 clusters Score -386590.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -386592.812500 Penalty: 2728.823730
	Iteration 24Q: 3 clusters Score -386592.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -386595.375000 Penalty: 2728.823730
	Iteration 25Q: 3 clusters Score -386595.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -386598.312500 Penalty: 2728.823730
	Iteration 26Q: 3 clusters Score -386598.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -386601.406250 Penalty: 2728.823730
	Iteration 27Q: 3 clusters Score -386601.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -386604.156250 Penalty: 2728.823730
	Iteration 28Q: 3 clusters Score -386604.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -386607.343750 Penalty: 2728.823730
	Iteration 29Q: 3 clusters Score -386607.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -386609.406250 Penalty: 2728.823730
	Iteration 30Q: 3 clusters Score -386609.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -386612.187500 Penalty: 2728.823730
	Iteration 31Q: 3 clusters Score -386612.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -386615.468750 Penalty: 2728.823730
	Iteration 32Q: 3 clusters Score -386615.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -386617.531250 Penalty: 2728.823730
	Iteration 33Q: 3 clusters Score -386617.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -386621.343750 Penalty: 2728.823730
	Iteration 34Q: 3 clusters Score -386621.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -386623.937500 Penalty: 2728.823730
	Iteration 35Q: 3 clusters Score -386623.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -386626.468750 Penalty: 2728.823730
	Iteration 36Q: 3 clusters Score -386626.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -386629.843750 Penalty: 2728.823730
	Iteration 37Q: 3 clusters Score -386629.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -386633.343750 Penalty: 2728.823730
	Iteration 38Q: 3 clusters Score -386633.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -386637.750000 Penalty: 2728.823730
	Iteration 39Q: 3 clusters Score -386637.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -386641.718750 Penalty: 2728.823730
	Iteration 40F: 3 clusters Score -386641.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -386649.125000 Penalty: 2728.823730
	Iteration 41Q: 3 clusters Score -386649.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -386653.531250 Penalty: 2728.823730
	Iteration 42Q: 3 clusters Score -386653.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -386659.250000 Penalty: 2728.823730
	Iteration 43Q: 3 clusters Score -386659.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -386664.062500 Penalty: 2728.823730
	Iteration 44Q: 3 clusters Score -386664.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -386666.625000 Penalty: 2728.823730
	Iteration 45Q: 3 clusters Score -386666.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -386668.687500 Penalty: 2728.823730
	Iteration 46Q: 3 clusters Score -386668.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -386671.062500 Penalty: 2728.823730
	Iteration 47Q: 3 clusters Score -386671.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -386673.218750 Penalty: 2728.823730
	Iteration 48Q: 3 clusters Score -386673.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -386676.187500 Penalty: 2728.823730
	Iteration 49Q: 3 clusters Score -386676.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -386677.687500 Penalty: 2728.823730
	Iteration 50Q: 3 clusters Score -386677.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -386680.718750 Penalty: 2728.823730
	Iteration 51Q: 3 clusters Score -386680.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -386684.000000 Penalty: 2728.823730
	Iteration 52Q: 3 clusters Score -386684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -386687.250000 Penalty: 2728.823730
	Iteration 53Q: 3 clusters Score -386687.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -386689.687500 Penalty: 2728.823730
	Iteration 54Q: 3 clusters Score -386689.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -386690.812500 Penalty: 2728.823730
	Iteration 55Q: 3 clusters Score -386690.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -386691.000000 Penalty: 2728.823730
	Iteration 56Q: 3 clusters Score -386691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -386691.687500 Penalty: 2728.823730
	Iteration 57Q: 3 clusters Score -386691.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -386691.687500 Penalty: 2728.823730
	Iteration 58F: 3 clusters Score -386691.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Entering Unmasked Estep 
Score: -116015.578125 Penalty: 1184.228516
	Iteration 0F: 2 clusters Score -116015.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -114274.625000 Penalty: 2368.457031
	Iteration 0F: 3 clusters Score -114274.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -114669.789062 Penalty: 2368.457031
	Iteration 1F: 3 clusters Score -114669.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -114853.343750 Penalty: 2368.457031
	Iteration 2F: 3 clusters Score -114853.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -115043.085938 Penalty: 2368.457031
	Iteration 3F: 3 clusters Score -115043.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -115228.882812 Penalty: 2368.457031
	Iteration 4F: 3 clusters Score -115228.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -115444.335938 Penalty: 2368.457031
	Iteration 5F: 3 clusters Score -115444.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -115649.601562 Penalty: 2368.457031
	Iteration 6F: 3 clusters Score -115649.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -115822.351562 Penalty: 2368.457031
	Iteration 7F: 3 clusters Score -115822.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -115966.859375 Penalty: 2368.457031
	Iteration 8Q: 3 clusters Score -115966.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -116031.007812 Penalty: 2368.457031
	Iteration 9Q: 3 clusters Score -116031 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -116074.546875 Penalty: 2368.457031
	Iteration 10Q: 3 clusters Score -116074.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -116111.914062 Penalty: 2368.457031
	Iteration 11Q: 3 clusters Score -116111.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -116135.289062 Penalty: 2368.457031
	Iteration 12Q: 3 clusters Score -116135.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -116149.554688 Penalty: 2368.457031
	Iteration 13Q: 3 clusters Score -116149.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -116151.562500 Penalty: 2368.457031
	Iteration 14Q: 3 clusters Score -116151.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -116152.039062 Penalty: 2368.457031
	Iteration 15Q: 3 clusters Score -116152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -116152.039062 Penalty: 2368.457031
	Iteration 16F: 3 clusters Score -116152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 52114 members 
Mstep: Class 3 contains 41664 members 
Mstep: Class 4 contains 115305 members 
Mstep: Class 5 contains 7262 members 
Mstep: Class 6 contains 14915 members 
Mstep: Class 7 contains 10810 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 124312 members 
Mstep: Class 10 contains 26440 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 40191 members 
Mstep: Class 13 contains 4431 members 
Mstep: Class 14 contains 869 members 
Mstep: Class 15 contains 17509 members 
Mstep: Class 16 contains 24034 members 
Mstep: Class 17 contains 86569 members 
Mstep: Class 18 contains 61166 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 2495 members 
Mstep: Class 23 contains 60979 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 12986 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7128 members 
Mstep: Class 29 contains 2743 members 
Mstep: Class 30 contains 73942 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 14283 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1459 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 1058 members 
Mstep: Class 37 contains 1707 members 
Mstep: Class 38 contains 7683 members 
Mstep: Class 39 contains 5168 members 
Mstep: Class 40 contains 2804 members 
Mstep: Class 41 contains 3404 members 
Mstep: Class 42 contains 63549 members 
Mstep: Class 43 contains 8753 members 
Mstep: Class 44 contains 661 members 
Mstep: Class 45 contains 2048 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 1685 members 
Mstep: Class 49 contains 593 members 
Entering Unmasked Estep 
Score: -84468456.000000 Penalty: 109667.085938
Splitting cluster 14 changes total score from -84469456.000000 to -84468456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (17509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Entering Unmasked Estep 
Score: -1451001.375000 Penalty: 1587.701416
	Iteration 0F: 2 clusters Score -1451001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1439030.375000 Penalty: 3175.402832
	Iteration 0F: 3 clusters Score -1439030 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1443434.500000 Penalty: 3175.402832
	Iteration 1F: 3 clusters Score -1443434 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1443974.875000 Penalty: 3175.402832
	Iteration 2F: 3 clusters Score -1443975 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1444511.125000 Penalty: 3175.402832
	Iteration 3F: 3 clusters Score -1444511 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1445030.125000 Penalty: 3175.402832
	Iteration 4F: 3 clusters Score -1445030 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1445541.375000 Penalty: 3175.402832
	Iteration 5F: 3 clusters Score -1445541 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1446054.625000 Penalty: 3175.402832
	Iteration 6F: 3 clusters Score -1446055 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1446538.750000 Penalty: 3175.402832
	Iteration 7Q: 3 clusters Score -1446539 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1446988.500000 Penalty: 3175.402832
	Iteration 8Q: 3 clusters Score -1446988 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1447385.125000 Penalty: 3175.402832
	Iteration 9Q: 3 clusters Score -1447385 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1447732.750000 Penalty: 3175.402832
	Iteration 10Q: 3 clusters Score -1447733 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1448016.750000 Penalty: 3175.402832
	Iteration 11Q: 3 clusters Score -1448017 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1448250.750000 Penalty: 3175.402832
	Iteration 12Q: 3 clusters Score -1448251 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1448438.250000 Penalty: 3175.402832
	Iteration 13Q: 3 clusters Score -1448438 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1448600.875000 Penalty: 3175.402832
	Iteration 14Q: 3 clusters Score -1448601 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1448767.750000 Penalty: 3175.402832
	Iteration 15Q: 3 clusters Score -1448768 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1448926.875000 Penalty: 3175.402832
	Iteration 16Q: 3 clusters Score -1448927 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1449082.875000 Penalty: 3175.402832
	Iteration 17Q: 3 clusters Score -1449083 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1449256.750000 Penalty: 3175.402832
	Iteration 18Q: 3 clusters Score -1449257 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1449423.375000 Penalty: 3175.402832
	Iteration 19Q: 3 clusters Score -1449423 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1449569.500000 Penalty: 3175.402832
	Iteration 20F: 3 clusters Score -1449570 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1449685.375000 Penalty: 3175.402832
	Iteration 21Q: 3 clusters Score -1449685 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1449780.625000 Penalty: 3175.402832
	Iteration 22Q: 3 clusters Score -1449781 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1449849.250000 Penalty: 3175.402832
	Iteration 23Q: 3 clusters Score -1449849 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1449910.625000 Penalty: 3175.402832
	Iteration 24Q: 3 clusters Score -1449911 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1449965.125000 Penalty: 3175.402832
	Iteration 25Q: 3 clusters Score -1449965 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1450007.875000 Penalty: 3175.402832
	Iteration 26Q: 3 clusters Score -1450008 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1450041.250000 Penalty: 3175.402832
	Iteration 27Q: 3 clusters Score -1450041 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1450058.875000 Penalty: 3175.402832
	Iteration 28Q: 3 clusters Score -1450059 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1450075.500000 Penalty: 3175.402832
	Iteration 29Q: 3 clusters Score -1450076 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1450087.875000 Penalty: 3175.402832
	Iteration 30Q: 3 clusters Score -1450088 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1450096.250000 Penalty: 3175.402832
	Iteration 31Q: 3 clusters Score -1450096 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1450109.500000 Penalty: 3175.402832
	Iteration 32Q: 3 clusters Score -1450110 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1450117.625000 Penalty: 3175.402832
	Iteration 33Q: 3 clusters Score -1450118 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1450133.500000 Penalty: 3175.402832
	Iteration 34Q: 3 clusters Score -1450134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1450136.375000 Penalty: 3175.402832
	Iteration 35Q: 3 clusters Score -1450136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1450146.000000 Penalty: 3175.402832
	Iteration 36Q: 3 clusters Score -1450146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1450152.625000 Penalty: 3175.402832
	Iteration 37Q: 3 clusters Score -1450153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1450154.625000 Penalty: 3175.402832
	Iteration 38Q: 3 clusters Score -1450155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1450157.875000 Penalty: 3175.402832
	Iteration 39Q: 3 clusters Score -1450158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1450157.875000 Penalty: 3175.402832
	Iteration 40F: 3 clusters Score -1450158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1450158.500000 Penalty: 3175.402832
	Iteration 41Q: 3 clusters Score -1450158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1450158.500000 Penalty: 3175.402832
	Iteration 42F: 3 clusters Score -1450158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Entering Unmasked Estep 
Score: -1979770.125000 Penalty: 1639.174072
	Iteration 0F: 2 clusters Score -1979770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1963644.000000 Penalty: 3278.348145
	Iteration 0F: 3 clusters Score -1963644 nChanged 10868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1969878.375000 Penalty: 3278.348145
	Iteration 1F: 3 clusters Score -1969878 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1970456.000000 Penalty: 3278.348145
	Iteration 2F: 3 clusters Score -1970456 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1971016.625000 Penalty: 3278.348145
	Iteration 3F: 3 clusters Score -1971017 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1971609.250000 Penalty: 3278.348145
	Iteration 4F: 3 clusters Score -1971609 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1972178.250000 Penalty: 3278.348145
	Iteration 5F: 3 clusters Score -1972178 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1972702.625000 Penalty: 3278.348145
	Iteration 6Q: 3 clusters Score -1972703 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1973180.500000 Penalty: 3278.348145
	Iteration 7Q: 3 clusters Score -1973180 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1973696.625000 Penalty: 3278.348145
	Iteration 8Q: 3 clusters Score -1973697 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1974170.250000 Penalty: 3278.348145
	Iteration 9Q: 3 clusters Score -1974170 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1974642.625000 Penalty: 3278.348145
	Iteration 10Q: 3 clusters Score -1974643 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1975083.875000 Penalty: 3278.348145
	Iteration 11Q: 3 clusters Score -1975084 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1975486.875000 Penalty: 3278.348145
	Iteration 12Q: 3 clusters Score -1975487 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1975932.125000 Penalty: 3278.348145
	Iteration 13Q: 3 clusters Score -1975932 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -1976380.750000 Penalty: 3278.348145
	Iteration 14Q: 3 clusters Score -1976381 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1976728.250000 Penalty: 3278.348145
	Iteration 15Q: 3 clusters Score -1976728 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1976971.250000 Penalty: 3278.348145
	Iteration 16Q: 3 clusters Score -1976971 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -1977150.250000 Penalty: 3278.348145
	Iteration 17Q: 3 clusters Score -1977150 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1977278.375000 Penalty: 3278.348145
	Iteration 18Q: 3 clusters Score -1977278 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1977367.125000 Penalty: 3278.348145
	Iteration 19Q: 3 clusters Score -1977367 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -1977445.375000 Penalty: 3278.348145
	Iteration 20F: 3 clusters Score -1977445 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -1977510.875000 Penalty: 3278.348145
	Iteration 21Q: 3 clusters Score -1977511 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1977584.875000 Penalty: 3278.348145
	Iteration 22Q: 3 clusters Score -1977585 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -1977647.875000 Penalty: 3278.348145
	Iteration 23Q: 3 clusters Score -1977648 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -1977704.375000 Penalty: 3278.348145
	Iteration 24Q: 3 clusters Score -1977704 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -1977775.500000 Penalty: 3278.348145
	Iteration 25Q: 3 clusters Score -1977776 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -1977845.125000 Penalty: 3278.348145
	Iteration 26Q: 3 clusters Score -1977845 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -1977907.625000 Penalty: 3278.348145
	Iteration 27Q: 3 clusters Score -1977908 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -1977978.250000 Penalty: 3278.348145
	Iteration 28Q: 3 clusters Score -1977978 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -1978064.625000 Penalty: 3278.348145
	Iteration 29Q: 3 clusters Score -1978065 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -1978179.375000 Penalty: 3278.348145
	Iteration 30Q: 3 clusters Score -1978179 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -1978290.625000 Penalty: 3278.348145
	Iteration 31Q: 3 clusters Score -1978291 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -1978460.625000 Penalty: 3278.348145
	Iteration 32Q: 3 clusters Score -1978461 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -1978627.000000 Penalty: 3278.348145
	Iteration 33Q: 3 clusters Score -1978627 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -1978771.250000 Penalty: 3278.348145
	Iteration 34Q: 3 clusters Score -1978771 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -1978884.500000 Penalty: 3278.348145
	Iteration 35Q: 3 clusters Score -1978884 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -1978965.875000 Penalty: 3278.348145
	Iteration 36Q: 3 clusters Score -1978966 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -1979049.875000 Penalty: 3278.348145
	Iteration 37Q: 3 clusters Score -1979050 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -1979118.250000 Penalty: 3278.348145
	Iteration 38Q: 3 clusters Score -1979118 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -1979199.125000 Penalty: 3278.348145
	Iteration 39Q: 3 clusters Score -1979199 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -1979271.750000 Penalty: 3278.348145
	Iteration 40F: 3 clusters Score -1979272 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -1979324.500000 Penalty: 3278.348145
	Iteration 41Q: 3 clusters Score -1979324 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -1979378.000000 Penalty: 3278.348145
	Iteration 42Q: 3 clusters Score -1979378 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -1979417.250000 Penalty: 3278.348145
	Iteration 43Q: 3 clusters Score -1979417 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -1979428.500000 Penalty: 3278.348145
	Iteration 44Q: 3 clusters Score -1979428 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -1979451.875000 Penalty: 3278.348145
	Iteration 45Q: 3 clusters Score -1979452 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -1979465.750000 Penalty: 3278.348145
	Iteration 46Q: 3 clusters Score -1979466 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -1979488.125000 Penalty: 3278.348145
	Iteration 47Q: 3 clusters Score -1979488 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -1979500.125000 Penalty: 3278.348145
	Iteration 48Q: 3 clusters Score -1979500 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -1979511.875000 Penalty: 3278.348145
	Iteration 49Q: 3 clusters Score -1979512 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -1979519.625000 Penalty: 3278.348145
	Iteration 50Q: 3 clusters Score -1979520 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -1979536.250000 Penalty: 3278.348145
	Iteration 51Q: 3 clusters Score -1979536 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -1979540.625000 Penalty: 3278.348145
	Iteration 52Q: 3 clusters Score -1979541 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -1979546.750000 Penalty: 3278.348145
	Iteration 53Q: 3 clusters Score -1979547 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -1979555.375000 Penalty: 3278.348145
	Iteration 54Q: 3 clusters Score -1979555 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -1979570.000000 Penalty: 3278.348145
	Iteration 55Q: 3 clusters Score -1979570 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -1979580.000000 Penalty: 3278.348145
	Iteration 56Q: 3 clusters Score -1979580 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -1979588.625000 Penalty: 3278.348145
	Iteration 57Q: 3 clusters Score -1979589 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -1979590.750000 Penalty: 3278.348145
	Iteration 58Q: 3 clusters Score -1979591 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -1979593.875000 Penalty: 3278.348145
	Iteration 59Q: 3 clusters Score -1979594 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -1979606.875000 Penalty: 3278.348145
	Iteration 60F: 3 clusters Score -1979607 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -1979614.750000 Penalty: 3278.348145
	Iteration 61Q: 3 clusters Score -1979615 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -1979616.625000 Penalty: 3278.348145
	Iteration 62Q: 3 clusters Score -1979617 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -1979628.875000 Penalty: 3278.348145
	Iteration 63Q: 3 clusters Score -1979629 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -1979630.375000 Penalty: 3278.348145
	Iteration 64Q: 3 clusters Score -1979630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -1979634.000000 Penalty: 3278.348145
	Iteration 65Q: 3 clusters Score -1979634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -1979641.125000 Penalty: 3278.348145
	Iteration 66Q: 3 clusters Score -1979641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -1979643.500000 Penalty: 3278.348145
	Iteration 67Q: 3 clusters Score -1979644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -1979646.875000 Penalty: 3278.348145
	Iteration 68Q: 3 clusters Score -1979647 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -1979647.625000 Penalty: 3278.348145
	Iteration 69Q: 3 clusters Score -1979648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -1979650.250000 Penalty: 3278.348145
	Iteration 70Q: 3 clusters Score -1979650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -1979652.750000 Penalty: 3278.348145
	Iteration 71Q: 3 clusters Score -1979653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -1979657.000000 Penalty: 3278.348145
	Iteration 72Q: 3 clusters Score -1979657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -1979652.500000 Penalty: 3278.348145
	Iteration 73Q: 3 clusters Score -1979652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -1979651.250000 Penalty: 3278.348145
	Iteration 74Q: 3 clusters Score -1979651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -1979656.250000 Penalty: 3278.348145
	Iteration 75Q: 3 clusters Score -1979656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -1979657.500000 Penalty: 3278.348145
	Iteration 76Q: 3 clusters Score -1979658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -1979656.750000 Penalty: 3278.348145
	Iteration 77Q: 3 clusters Score -1979657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -1979658.625000 Penalty: 3278.348145
	Iteration 78Q: 3 clusters Score -1979659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -1979657.375000 Penalty: 3278.348145
	Iteration 79Q: 3 clusters Score -1979657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -1979657.250000 Penalty: 3278.348145
	Iteration 80F: 3 clusters Score -1979657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -1979657.000000 Penalty: 3278.348145
	Iteration 81Q: 3 clusters Score -1979657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -1979657.625000 Penalty: 3278.348145
	Iteration 82Q: 3 clusters Score -1979658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -1979657.625000 Penalty: 3278.348145
	Iteration 83F: 3 clusters Score -1979658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (86569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86569 members 
Entering Unmasked Estep 
Score: -7988700.000000 Penalty: 1847.413330
	Iteration 0F: 2 clusters Score -7988700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43236 members 
Mstep: Class 2 contains 43333 members 
Entering Unmasked Estep 
Score: -7930888.000000 Penalty: 3694.826660
	Iteration 0F: 3 clusters Score -7930888 nChanged 41044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43674 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -7954696.000000 Penalty: 3694.826660
	Iteration 1F: 3 clusters Score -7954696 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 42939 members 
Entering Unmasked Estep 
Score: -7955444.000000 Penalty: 3694.826660
	Iteration 2Q: 3 clusters Score -7955444 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -7956405.500000 Penalty: 3694.826660
	Iteration 3Q: 3 clusters Score -7956406 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 43430 members 
Entering Unmasked Estep 
Score: -7957505.000000 Penalty: 3694.826660
	Iteration 4Q: 3 clusters Score -7957505 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 43999 members 
Entering Unmasked Estep 
Score: -7959054.500000 Penalty: 3694.826660
	Iteration 5Q: 3 clusters Score -7959054 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41476 members 
Mstep: Class 2 contains 45093 members 
Entering Unmasked Estep 
Score: -7961149.000000 Penalty: 3694.826660
	Iteration 6Q: 3 clusters Score -7961149 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -7963671.000000 Penalty: 3694.826660
	Iteration 7F: 3 clusters Score -7963671 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 49018 members 
Entering Unmasked Estep 
Score: -7966986.000000 Penalty: 3694.826660
	Iteration 8F: 3 clusters Score -7966986 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 51590 members 
Entering Unmasked Estep 
Score: -7970698.500000 Penalty: 3694.826660
	Iteration 9F: 3 clusters Score -7970698 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 54125 members 
Entering Unmasked Estep 
Score: -7973781.500000 Penalty: 3694.826660
	Iteration 10F: 3 clusters Score -7973782 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 56255 members 
Entering Unmasked Estep 
Score: -7975733.000000 Penalty: 3694.826660
	Iteration 11Q: 3 clusters Score -7975733 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 58164 members 
Entering Unmasked Estep 
Score: -7976859.000000 Penalty: 3694.826660
	Iteration 12Q: 3 clusters Score -7976859 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 59971 members 
Entering Unmasked Estep 
Score: -7977549.500000 Penalty: 3694.826660
	Iteration 13Q: 3 clusters Score -7977550 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 61729 members 
Entering Unmasked Estep 
Score: -7978306.500000 Penalty: 3694.826660
	Iteration 14Q: 3 clusters Score -7978306 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 63539 members 
Entering Unmasked Estep 
Score: -7979117.000000 Penalty: 3694.826660
	Iteration 15Q: 3 clusters Score -7979117 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 65375 members 
Entering Unmasked Estep 
Score: -7980015.000000 Penalty: 3694.826660
	Iteration 16Q: 3 clusters Score -7980015 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 67137 members 
Entering Unmasked Estep 
Score: -7980883.000000 Penalty: 3694.826660
	Iteration 17Q: 3 clusters Score -7980883 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 68890 members 
Entering Unmasked Estep 
Score: -7981751.000000 Penalty: 3694.826660
	Iteration 18Q: 3 clusters Score -7981751 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 70624 members 
Entering Unmasked Estep 
Score: -7982648.500000 Penalty: 3694.826660
	Iteration 19Q: 3 clusters Score -7982648 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 72223 members 
Entering Unmasked Estep 
Score: -7983531.000000 Penalty: 3694.826660
	Iteration 20F: 3 clusters Score -7983531 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 73752 members 
Entering Unmasked Estep 
Score: -7984370.000000 Penalty: 3694.826660
	Iteration 21Q: 3 clusters Score -7984370 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 75147 members 
Entering Unmasked Estep 
Score: -7985138.500000 Penalty: 3694.826660
	Iteration 22Q: 3 clusters Score -7985138 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 76368 members 
Entering Unmasked Estep 
Score: -7985864.500000 Penalty: 3694.826660
	Iteration 23Q: 3 clusters Score -7985864 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 77432 members 
Entering Unmasked Estep 
Score: -7986587.500000 Penalty: 3694.826660
	Iteration 24Q: 3 clusters Score -7986588 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 78296 members 
Entering Unmasked Estep 
Score: -7987221.500000 Penalty: 3694.826660
	Iteration 25Q: 3 clusters Score -7987222 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 78982 members 
Entering Unmasked Estep 
Score: -7987591.500000 Penalty: 3694.826660
	Iteration 26Q: 3 clusters Score -7987592 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 79503 members 
Entering Unmasked Estep 
Score: -7987844.000000 Penalty: 3694.826660
	Iteration 27Q: 3 clusters Score -7987844 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 79908 members 
Entering Unmasked Estep 
Score: -7987954.500000 Penalty: 3694.826660
	Iteration 28Q: 3 clusters Score -7987954 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 80244 members 
Entering Unmasked Estep 
Score: -7988040.000000 Penalty: 3694.826660
	Iteration 29Q: 3 clusters Score -7988040 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 80495 members 
Entering Unmasked Estep 
Score: -7988082.500000 Penalty: 3694.826660
	Iteration 30Q: 3 clusters Score -7988082 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 80691 members 
Entering Unmasked Estep 
Score: -7988128.500000 Penalty: 3694.826660
	Iteration 31Q: 3 clusters Score -7988128 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 80861 members 
Entering Unmasked Estep 
Score: -7988141.500000 Penalty: 3694.826660
	Iteration 32Q: 3 clusters Score -7988142 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 80998 members 
Entering Unmasked Estep 
Score: -7988149.000000 Penalty: 3694.826660
	Iteration 33Q: 3 clusters Score -7988149 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 81104 members 
Entering Unmasked Estep 
Score: -7988143.000000 Penalty: 3694.826660
	Iteration 34Q: 3 clusters Score -7988143 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 81196 members 
Entering Unmasked Estep 
Score: -7988149.500000 Penalty: 3694.826660
	Iteration 35Q: 3 clusters Score -7988150 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 81290 members 
Entering Unmasked Estep 
Score: -7988160.500000 Penalty: 3694.826660
	Iteration 36Q: 3 clusters Score -7988160 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 81357 members 
Entering Unmasked Estep 
Score: -7988151.000000 Penalty: 3694.826660
	Iteration 37Q: 3 clusters Score -7988151 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 81407 members 
Entering Unmasked Estep 
Score: -7988153.000000 Penalty: 3694.826660
	Iteration 38Q: 3 clusters Score -7988153 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 81449 members 
Entering Unmasked Estep 
Score: -7988177.000000 Penalty: 3694.826660
	Iteration 39Q: 3 clusters Score -7988177 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 81490 members 
Entering Unmasked Estep 
Score: -7988182.500000 Penalty: 3694.826660
	Iteration 40F: 3 clusters Score -7988182 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 81528 members 
Entering Unmasked Estep 
Score: -7988178.000000 Penalty: 3694.826660
	Iteration 41Q: 3 clusters Score -7988178 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 81566 members 
Entering Unmasked Estep 
Score: -7988170.000000 Penalty: 3694.826660
	Iteration 42Q: 3 clusters Score -7988170 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 81617 members 
Entering Unmasked Estep 
Score: -7988188.500000 Penalty: 3694.826660
	Iteration 43Q: 3 clusters Score -7988188 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 81661 members 
Entering Unmasked Estep 
Score: -7988189.500000 Penalty: 3694.826660
	Iteration 44Q: 3 clusters Score -7988190 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 81705 members 
Entering Unmasked Estep 
Score: -7988198.500000 Penalty: 3694.826660
	Iteration 45Q: 3 clusters Score -7988198 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 81733 members 
Entering Unmasked Estep 
Score: -7988195.500000 Penalty: 3694.826660
	Iteration 46Q: 3 clusters Score -7988196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 81752 members 
Entering Unmasked Estep 
Score: -7988198.500000 Penalty: 3694.826660
	Iteration 47Q: 3 clusters Score -7988198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 81761 members 
Entering Unmasked Estep 
Score: -7988199.000000 Penalty: 3694.826660
	Iteration 48Q: 3 clusters Score -7988199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 81770 members 
Entering Unmasked Estep 
Score: -7988204.500000 Penalty: 3694.826660
	Iteration 49Q: 3 clusters Score -7988204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 81778 members 
Entering Unmasked Estep 
Score: -7988209.000000 Penalty: 3694.826660
	Iteration 50Q: 3 clusters Score -7988209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 81783 members 
Entering Unmasked Estep 
Score: -7988211.000000 Penalty: 3694.826660
	Iteration 51Q: 3 clusters Score -7988211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 81785 members 
Entering Unmasked Estep 
Score: -7988207.000000 Penalty: 3694.826660
	Iteration 52Q: 3 clusters Score -7988207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 81787 members 
Entering Unmasked Estep 
Score: -7988204.500000 Penalty: 3694.826660
	Iteration 53Q: 3 clusters Score -7988204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 81788 members 
Entering Unmasked Estep 
Score: -7988205.000000 Penalty: 3694.826660
	Iteration 54Q: 3 clusters Score -7988205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 81788 members 
Entering Unmasked Estep 
Score: -7988205.000000 Penalty: 3694.826660
	Iteration 55F: 3 clusters Score -7988205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (61166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61166 members 
Entering Unmasked Estep 
Score: -5605208.000000 Penalty: 1790.968872
	Iteration 0F: 2 clusters Score -5605208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -5564360.500000 Penalty: 3581.937744
	Iteration 0F: 3 clusters Score -5564360 nChanged 28920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -5580750.000000 Penalty: 3581.937744
	Iteration 1F: 3 clusters Score -5580750 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -5581181.000000 Penalty: 3581.937744
	Iteration 2Q: 3 clusters Score -5581181 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -5581746.500000 Penalty: 3581.937744
	Iteration 3Q: 3 clusters Score -5581746 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -5582502.500000 Penalty: 3581.937744
	Iteration 4Q: 3 clusters Score -5582502 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -5583634.500000 Penalty: 3581.937744
	Iteration 5Q: 3 clusters Score -5583634 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -5585457.500000 Penalty: 3581.937744
	Iteration 6F: 3 clusters Score -5585458 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -5588454.500000 Penalty: 3581.937744
	Iteration 7F: 3 clusters Score -5588454 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -5592690.000000 Penalty: 3581.937744
	Iteration 8F: 3 clusters Score -5592690 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54271 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -5597301.500000 Penalty: 3581.937744
	Iteration 9F: 3 clusters Score -5597302 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57718 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -5600603.000000 Penalty: 3581.937744
	Iteration 10F: 3 clusters Score -5600603 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59595 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -5602290.500000 Penalty: 3581.937744
	Iteration 11Q: 3 clusters Score -5602290 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60430 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5603005.500000 Penalty: 3581.937744
	Iteration 12Q: 3 clusters Score -5603006 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60769 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5603346.500000 Penalty: 3581.937744
	Iteration 13Q: 3 clusters Score -5603346 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60870 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5603445.500000 Penalty: 3581.937744
	Iteration 14Q: 3 clusters Score -5603446 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60912 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5603495.000000 Penalty: 3581.937744
	Iteration 15Q: 3 clusters Score -5603495 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60930 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5603519.000000 Penalty: 3581.937744
	Iteration 16Q: 3 clusters Score -5603519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60942 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5603546.000000 Penalty: 3581.937744
	Iteration 17Q: 3 clusters Score -5603546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60954 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -5603570.500000 Penalty: 3581.937744
	Iteration 18Q: 3 clusters Score -5603570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60957 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -5603587.500000 Penalty: 3581.937744
	Iteration 19Q: 3 clusters Score -5603588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60960 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5603599.500000 Penalty: 3581.937744
	Iteration 20F: 3 clusters Score -5603600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60965 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5603612.000000 Penalty: 3581.937744
	Iteration 21Q: 3 clusters Score -5603612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60968 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5603621.500000 Penalty: 3581.937744
	Iteration 22Q: 3 clusters Score -5603622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60970 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -5603624.500000 Penalty: 3581.937744
	Iteration 23Q: 3 clusters Score -5603624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60971 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5603627.500000 Penalty: 3581.937744
	Iteration 24Q: 3 clusters Score -5603628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60972 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5603629.000000 Penalty: 3581.937744
	Iteration 25Q: 3 clusters Score -5603629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60973 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5603630.000000 Penalty: 3581.937744
	Iteration 26Q: 3 clusters Score -5603630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60974 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -5603629.000000 Penalty: 3581.937744
	Iteration 27Q: 3 clusters Score -5603629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60974 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -5603629.000000 Penalty: 3581.937744
	Iteration 28F: 3 clusters Score -5603629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Entering Unmasked Estep 
Score: -78413.312500 Penalty: 1107.541504
	Iteration 0F: 2 clusters Score -78413.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -77010.617188 Penalty: 2215.083008
	Iteration 0F: 3 clusters Score -77010.62 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -77246.226562 Penalty: 2215.083008
	Iteration 1F: 3 clusters Score -77246.23 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -77320.828125 Penalty: 2215.083008
	Iteration 2F: 3 clusters Score -77320.83 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -77396.820312 Penalty: 2215.083008
	Iteration 3Q: 3 clusters Score -77396.82 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -77481.992188 Penalty: 2215.083008
	Iteration 4Q: 3 clusters Score -77481.99 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -77569.398438 Penalty: 2215.083008
	Iteration 5Q: 3 clusters Score -77569.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -77626.046875 Penalty: 2215.083008
	Iteration 6Q: 3 clusters Score -77626.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -77664.812500 Penalty: 2215.083008
	Iteration 7Q: 3 clusters Score -77664.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -77695.242188 Penalty: 2215.083008
	Iteration 8Q: 3 clusters Score -77695.24 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -77722.640625 Penalty: 2215.083008
	Iteration 9Q: 3 clusters Score -77722.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -77738.617188 Penalty: 2215.083008
	Iteration 10Q: 3 clusters Score -77738.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -77748.117188 Penalty: 2215.083008
	Iteration 11Q: 3 clusters Score -77748.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -77756.929688 Penalty: 2215.083008
	Iteration 12Q: 3 clusters Score -77756.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -77764.390625 Penalty: 2215.083008
	Iteration 13Q: 3 clusters Score -77764.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -77773.859375 Penalty: 2215.083008
	Iteration 14Q: 3 clusters Score -77773.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -77780.476562 Penalty: 2215.083008
	Iteration 15Q: 3 clusters Score -77780.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -77782.203125 Penalty: 2215.083008
	Iteration 16Q: 3 clusters Score -77782.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -77783.281250 Penalty: 2215.083008
	Iteration 17Q: 3 clusters Score -77783.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -77783.281250 Penalty: 2215.083008
	Iteration 18F: 3 clusters Score -77783.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -446699.031250 Penalty: 1389.916504
	Iteration 0F: 2 clusters Score -446699 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 2523 members 
Entering Unmasked Estep 
Score: -442575.625000 Penalty: 2779.833008
	Iteration 0F: 3 clusters Score -442575.6 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -443762.937500 Penalty: 2779.833008
	Iteration 1F: 3 clusters Score -443762.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -443977.312500 Penalty: 2779.833008
	Iteration 2F: 3 clusters Score -443977.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -444113.687500 Penalty: 2779.833008
	Iteration 3F: 3 clusters Score -444113.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -444205.218750 Penalty: 2779.833008
	Iteration 4Q: 3 clusters Score -444205.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -444272.687500 Penalty: 2779.833008
	Iteration 5Q: 3 clusters Score -444272.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -444330.375000 Penalty: 2779.833008
	Iteration 6Q: 3 clusters Score -444330.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -444379.375000 Penalty: 2779.833008
	Iteration 7Q: 3 clusters Score -444379.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -444434.187500 Penalty: 2779.833008
	Iteration 8Q: 3 clusters Score -444434.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -444479.968750 Penalty: 2779.833008
	Iteration 9Q: 3 clusters Score -444480 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -444520.125000 Penalty: 2779.833008
	Iteration 10Q: 3 clusters Score -444520.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -444567.281250 Penalty: 2779.833008
	Iteration 11Q: 3 clusters Score -444567.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -444622.250000 Penalty: 2779.833008
	Iteration 12Q: 3 clusters Score -444622.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -444677.125000 Penalty: 2779.833008
	Iteration 13Q: 3 clusters Score -444677.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -444733.593750 Penalty: 2779.833008
	Iteration 14Q: 3 clusters Score -444733.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -444795.500000 Penalty: 2779.833008
	Iteration 15Q: 3 clusters Score -444795.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -444857.343750 Penalty: 2779.833008
	Iteration 16Q: 3 clusters Score -444857.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -444936.718750 Penalty: 2779.833008
	Iteration 17Q: 3 clusters Score -444936.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -445009.343750 Penalty: 2779.833008
	Iteration 18Q: 3 clusters Score -445009.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -445084.937500 Penalty: 2779.833008
	Iteration 19Q: 3 clusters Score -445084.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -445163.812500 Penalty: 2779.833008
	Iteration 20F: 3 clusters Score -445163.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -445232.906250 Penalty: 2779.833008
	Iteration 21Q: 3 clusters Score -445232.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -445299.968750 Penalty: 2779.833008
	Iteration 22Q: 3 clusters Score -445300 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -445330.218750 Penalty: 2779.833008
	Iteration 23Q: 3 clusters Score -445330.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -445354.750000 Penalty: 2779.833008
	Iteration 24Q: 3 clusters Score -445354.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -445373.687500 Penalty: 2779.833008
	Iteration 25Q: 3 clusters Score -445373.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -445393.656250 Penalty: 2779.833008
	Iteration 26Q: 3 clusters Score -445393.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -445416.187500 Penalty: 2779.833008
	Iteration 27Q: 3 clusters Score -445416.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -445433.718750 Penalty: 2779.833008
	Iteration 28Q: 3 clusters Score -445433.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -445442.843750 Penalty: 2779.833008
	Iteration 29Q: 3 clusters Score -445442.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -445452.000000 Penalty: 2779.833008
	Iteration 30Q: 3 clusters Score -445452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -445463.125000 Penalty: 2779.833008
	Iteration 31Q: 3 clusters Score -445463.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -445468.500000 Penalty: 2779.833008
	Iteration 32Q: 3 clusters Score -445468.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -445469.218750 Penalty: 2779.833008
	Iteration 33Q: 3 clusters Score -445469.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -445471.750000 Penalty: 2779.833008
	Iteration 34Q: 3 clusters Score -445471.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -445473.562500 Penalty: 2779.833008
	Iteration 35Q: 3 clusters Score -445473.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -445478.437500 Penalty: 2779.833008
	Iteration 36Q: 3 clusters Score -445478.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -445482.781250 Penalty: 2779.833008
	Iteration 37Q: 3 clusters Score -445482.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -445486.781250 Penalty: 2779.833008
	Iteration 38Q: 3 clusters Score -445486.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -445491.312500 Penalty: 2779.833008
	Iteration 39Q: 3 clusters Score -445491.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -445495.781250 Penalty: 2779.833008
	Iteration 40F: 3 clusters Score -445495.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -445497.906250 Penalty: 2779.833008
	Iteration 41Q: 3 clusters Score -445497.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -445498.500000 Penalty: 2779.833008
	Iteration 42Q: 3 clusters Score -445498.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -445498.906250 Penalty: 2779.833008
	Iteration 43Q: 3 clusters Score -445498.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -445498.906250 Penalty: 2779.833008
	Iteration 44F: 3 clusters Score -445498.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -138668.890625 Penalty: 1199.696289
	Iteration 0F: 2 clusters Score -138668.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -136846.000000 Penalty: 2399.392578
	Iteration 0F: 3 clusters Score -136846 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -137254.750000 Penalty: 2399.392578
	Iteration 1F: 3 clusters Score -137254.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -137398.921875 Penalty: 2399.392578
	Iteration 2F: 3 clusters Score -137398.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -137482.234375 Penalty: 2399.392578
	Iteration 3F: 3 clusters Score -137482.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -137529.406250 Penalty: 2399.392578
	Iteration 4Q: 3 clusters Score -137529.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -137586.781250 Penalty: 2399.392578
	Iteration 5Q: 3 clusters Score -137586.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -137627.734375 Penalty: 2399.392578
	Iteration 6Q: 3 clusters Score -137627.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -137653.656250 Penalty: 2399.392578
	Iteration 7Q: 3 clusters Score -137653.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -137676.515625 Penalty: 2399.392578
	Iteration 8Q: 3 clusters Score -137676.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -137704.734375 Penalty: 2399.392578
	Iteration 9Q: 3 clusters Score -137704.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -137724.203125 Penalty: 2399.392578
	Iteration 10Q: 3 clusters Score -137724.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -137739.390625 Penalty: 2399.392578
	Iteration 11Q: 3 clusters Score -137739.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -137755.546875 Penalty: 2399.392578
	Iteration 12Q: 3 clusters Score -137755.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -137772.031250 Penalty: 2399.392578
	Iteration 13Q: 3 clusters Score -137772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -137789.281250 Penalty: 2399.392578
	Iteration 14Q: 3 clusters Score -137789.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -137818.203125 Penalty: 2399.392578
	Iteration 15Q: 3 clusters Score -137818.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -137843.250000 Penalty: 2399.392578
	Iteration 16Q: 3 clusters Score -137843.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -137856.390625 Penalty: 2399.392578
	Iteration 17Q: 3 clusters Score -137856.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -137866.437500 Penalty: 2399.392578
	Iteration 18Q: 3 clusters Score -137866.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -137878.093750 Penalty: 2399.392578
	Iteration 19Q: 3 clusters Score -137878.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -137896.453125 Penalty: 2399.392578
	Iteration 20F: 3 clusters Score -137896.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -137913.218750 Penalty: 2399.392578
	Iteration 21Q: 3 clusters Score -137913.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -137921.312500 Penalty: 2399.392578
	Iteration 22Q: 3 clusters Score -137921.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -137929.250000 Penalty: 2399.392578
	Iteration 23Q: 3 clusters Score -137929.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -137938.312500 Penalty: 2399.392578
	Iteration 24Q: 3 clusters Score -137938.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -137948.328125 Penalty: 2399.392578
	Iteration 25Q: 3 clusters Score -137948.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -137959.609375 Penalty: 2399.392578
	Iteration 26Q: 3 clusters Score -137959.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -137972.078125 Penalty: 2399.392578
	Iteration 27Q: 3 clusters Score -137972.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -137981.937500 Penalty: 2399.392578
	Iteration 28Q: 3 clusters Score -137981.9 nChanged 7
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: -137987.125000 Penalty: 2399.392578
	Iteration 29Q: 3 clusters Score -137987.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -137998.125000 Penalty: 2399.392578
	Iteration 30Q: 3 clusters Score -137998.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -138007.812500 Penalty: 2399.392578
	Iteration 31Q: 3 clusters Score -138007.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -138013.312500 Penalty: 2399.392578
	Iteration 32Q: 3 clusters Score -138013.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -138016.609375 Penalty: 2399.392578
	Iteration 33Q: 3 clusters Score -138016.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -138018.109375 Penalty: 2399.392578
	Iteration 34Q: 3 clusters Score -138018.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -138018.593750 Penalty: 2399.392578
	Iteration 35Q: 3 clusters Score -138018.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -138019.234375 Penalty: 2399.392578
	Iteration 36Q: 3 clusters Score -138019.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -138019.234375 Penalty: 2399.392578
	Iteration 37F: 3 clusters Score -138019.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Entering Unmasked Estep 
Score: -182152.265625 Penalty: 1271.082153
	Iteration 0F: 2 clusters Score -182152.3 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 1276 members 
Entering Unmasked Estep 
Score: -179729.375000 Penalty: 2542.164307
	Iteration 0F: 3 clusters Score -179729.4 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -180446.859375 Penalty: 2542.164307
	Iteration 1F: 3 clusters Score -180446.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -180757.656250 Penalty: 2542.164307
	Iteration 2F: 3 clusters Score -180757.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -180958.953125 Penalty: 2542.164307
	Iteration 3F: 3 clusters Score -180959 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -181130.656250 Penalty: 2542.164307
	Iteration 4F: 3 clusters Score -181130.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -181255.828125 Penalty: 2542.164307
	Iteration 5Q: 3 clusters Score -181255.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -181330.000000 Penalty: 2542.164307
	Iteration 6Q: 3 clusters Score -181330 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -181371.984375 Penalty: 2542.164307
	Iteration 7Q: 3 clusters Score -181372 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -181392.125000 Penalty: 2542.164307
	Iteration 8Q: 3 clusters Score -181392.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -181415.734375 Penalty: 2542.164307
	Iteration 9Q: 3 clusters Score -181415.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -181434.078125 Penalty: 2542.164307
	Iteration 10Q: 3 clusters Score -181434.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -181446.312500 Penalty: 2542.164307
	Iteration 11Q: 3 clusters Score -181446.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -181455.515625 Penalty: 2542.164307
	Iteration 12Q: 3 clusters Score -181455.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -181464.031250 Penalty: 2542.164307
	Iteration 13Q: 3 clusters Score -181464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -181471.125000 Penalty: 2542.164307
	Iteration 14Q: 3 clusters Score -181471.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -181479.390625 Penalty: 2542.164307
	Iteration 15Q: 3 clusters Score -181479.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -181483.484375 Penalty: 2542.164307
	Iteration 16Q: 3 clusters Score -181483.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -181485.937500 Penalty: 2542.164307
	Iteration 17Q: 3 clusters Score -181485.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -181487.390625 Penalty: 2542.164307
	Iteration 18Q: 3 clusters Score -181487.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -181489.500000 Penalty: 2542.164307
	Iteration 19Q: 3 clusters Score -181489.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -181491.484375 Penalty: 2542.164307
	Iteration 20F: 3 clusters Score -181491.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -181494.062500 Penalty: 2542.164307
	Iteration 21Q: 3 clusters Score -181494.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -181495.296875 Penalty: 2542.164307
	Iteration 22Q: 3 clusters Score -181495.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -181497.484375 Penalty: 2542.164307
	Iteration 23Q: 3 clusters Score -181497.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -181499.468750 Penalty: 2542.164307
	Iteration 24Q: 3 clusters Score -181499.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -181501.156250 Penalty: 2542.164307
	Iteration 25Q: 3 clusters Score -181501.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -181501.781250 Penalty: 2542.164307
	Iteration 26Q: 3 clusters Score -181501.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -181502.406250 Penalty: 2542.164307
	Iteration 27Q: 3 clusters Score -181502.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -181502.625000 Penalty: 2542.164307
	Iteration 28Q: 3 clusters Score -181502.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -181502.625000 Penalty: 2542.164307
	Iteration 29F: 3 clusters Score -181502.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (60979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60979 members 
Entering Unmasked Estep 
Score: -5607728.000000 Penalty: 1790.471313
	Iteration 0F: 2 clusters Score -5607728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -5566797.500000 Penalty: 3580.942627
	Iteration 0F: 3 clusters Score -5566798 nChanged 28811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -5583161.000000 Penalty: 3580.942627
	Iteration 1F: 3 clusters Score -5583161 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -5583595.500000 Penalty: 3580.942627
	Iteration 2Q: 3 clusters Score -5583596 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -5583954.500000 Penalty: 3580.942627
	Iteration 3Q: 3 clusters Score -5583954 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -5584392.500000 Penalty: 3580.942627
	Iteration 4Q: 3 clusters Score -5584392 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -5584837.500000 Penalty: 3580.942627
	Iteration 5Q: 3 clusters Score -5584838 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -5585333.000000 Penalty: 3580.942627
	Iteration 6Q: 3 clusters Score -5585333 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -5585985.500000 Penalty: 3580.942627
	Iteration 7Q: 3 clusters Score -5585986 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -5586903.500000 Penalty: 3580.942627
	Iteration 8Q: 3 clusters Score -5586904 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -5588409.500000 Penalty: 3580.942627
	Iteration 9Q: 3 clusters Score -5588410 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -5590520.000000 Penalty: 3580.942627
	Iteration 10F: 3 clusters Score -5590520 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -5592886.000000 Penalty: 3580.942627
	Iteration 11F: 3 clusters Score -5592886 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -5594678.500000 Penalty: 3580.942627
	Iteration 12F: 3 clusters Score -5594678 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -5595523.000000 Penalty: 3580.942627
	Iteration 13Q: 3 clusters Score -5595523 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -5595871.500000 Penalty: 3580.942627
	Iteration 14Q: 3 clusters Score -5595872 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -5596092.500000 Penalty: 3580.942627
	Iteration 15Q: 3 clusters Score -5596092 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -5596270.500000 Penalty: 3580.942627
	Iteration 16Q: 3 clusters Score -5596270 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -5596455.500000 Penalty: 3580.942627
	Iteration 17Q: 3 clusters Score -5596456 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -5596665.000000 Penalty: 3580.942627
	Iteration 18Q: 3 clusters Score -5596665 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -5596941.500000 Penalty: 3580.942627
	Iteration 19Q: 3 clusters Score -5596942 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -5597205.500000 Penalty: 3580.942627
	Iteration 20F: 3 clusters Score -5597206 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -5597487.500000 Penalty: 3580.942627
	Iteration 21Q: 3 clusters Score -5597488 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -5597806.000000 Penalty: 3580.942627
	Iteration 22Q: 3 clusters Score -5597806 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -5598138.000000 Penalty: 3580.942627
	Iteration 23Q: 3 clusters Score -5598138 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -5598500.500000 Penalty: 3580.942627
	Iteration 24Q: 3 clusters Score -5598500 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46771 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -5598852.000000 Penalty: 3580.942627
	Iteration 25Q: 3 clusters Score -5598852 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47884 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -5599294.000000 Penalty: 3580.942627
	Iteration 26Q: 3 clusters Score -5599294 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -5599794.000000 Penalty: 3580.942627
	Iteration 27Q: 3 clusters Score -5599794 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50223 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -5600298.000000 Penalty: 3580.942627
	Iteration 28Q: 3 clusters Score -5600298 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51360 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -5600805.500000 Penalty: 3580.942627
	Iteration 29Q: 3 clusters Score -5600806 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52444 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -5601332.000000 Penalty: 3580.942627
	Iteration 30Q: 3 clusters Score -5601332 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53504 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -5601851.500000 Penalty: 3580.942627
	Iteration 31Q: 3 clusters Score -5601852 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54551 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -5602409.500000 Penalty: 3580.942627
	Iteration 32Q: 3 clusters Score -5602410 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55545 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -5602933.500000 Penalty: 3580.942627
	Iteration 33Q: 3 clusters Score -5602934 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56424 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -5603454.000000 Penalty: 3580.942627
	Iteration 34Q: 3 clusters Score -5603454 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57228 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -5603937.500000 Penalty: 3580.942627
	Iteration 35Q: 3 clusters Score -5603938 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57912 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -5604403.500000 Penalty: 3580.942627
	Iteration 36Q: 3 clusters Score -5604404 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58475 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -5604764.500000 Penalty: 3580.942627
	Iteration 37Q: 3 clusters Score -5604764 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58937 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -5605058.500000 Penalty: 3580.942627
	Iteration 38Q: 3 clusters Score -5605058 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59291 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -5605244.000000 Penalty: 3580.942627
	Iteration 39Q: 3 clusters Score -5605244 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59565 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -5605453.000000 Penalty: 3580.942627
	Iteration 40F: 3 clusters Score -5605453 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59798 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5605580.500000 Penalty: 3580.942627
	Iteration 41Q: 3 clusters Score -5605580 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59971 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5605665.000000 Penalty: 3580.942627
	Iteration 42Q: 3 clusters Score -5605665 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60101 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5605776.000000 Penalty: 3580.942627
	Iteration 43Q: 3 clusters Score -5605776 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60213 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5605847.000000 Penalty: 3580.942627
	Iteration 44Q: 3 clusters Score -5605847 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5605886.500000 Penalty: 3580.942627
	Iteration 45Q: 3 clusters Score -5605886 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60365 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5605916.000000 Penalty: 3580.942627
	Iteration 46Q: 3 clusters Score -5605916 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60424 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5605967.000000 Penalty: 3580.942627
	Iteration 47Q: 3 clusters Score -5605967 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60468 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5605982.500000 Penalty: 3580.942627
	Iteration 48Q: 3 clusters Score -5605982 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60505 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5606014.000000 Penalty: 3580.942627
	Iteration 49Q: 3 clusters Score -5606014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60531 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5606038.500000 Penalty: 3580.942627
	Iteration 50Q: 3 clusters Score -5606038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60555 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -5606065.500000 Penalty: 3580.942627
	Iteration 51Q: 3 clusters Score -5606066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60571 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5606073.000000 Penalty: 3580.942627
	Iteration 52Q: 3 clusters Score -5606073 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60590 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5606099.000000 Penalty: 3580.942627
	Iteration 53Q: 3 clusters Score -5606099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60608 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5606115.500000 Penalty: 3580.942627
	Iteration 54Q: 3 clusters Score -5606116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60620 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5606124.000000 Penalty: 3580.942627
	Iteration 55Q: 3 clusters Score -5606124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60629 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5606135.000000 Penalty: 3580.942627
	Iteration 56Q: 3 clusters Score -5606135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60637 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5606140.000000 Penalty: 3580.942627
	Iteration 57Q: 3 clusters Score -5606140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60643 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5606152.000000 Penalty: 3580.942627
	Iteration 58Q: 3 clusters Score -5606152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60647 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5606158.500000 Penalty: 3580.942627
	Iteration 59Q: 3 clusters Score -5606158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60653 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5606158.500000 Penalty: 3580.942627
	Iteration 60F: 3 clusters Score -5606158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60659 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5606163.000000 Penalty: 3580.942627
	Iteration 61Q: 3 clusters Score -5606163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60662 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5606160.500000 Penalty: 3580.942627
	Iteration 62Q: 3 clusters Score -5606160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60664 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5606161.500000 Penalty: 3580.942627
	Iteration 63Q: 3 clusters Score -5606162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60665 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5606166.500000 Penalty: 3580.942627
	Iteration 64Q: 3 clusters Score -5606166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60665 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5606166.500000 Penalty: 3580.942627
	Iteration 65F: 3 clusters Score -5606166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Entering Unmasked Estep 
Score: -485338.906250 Penalty: 1392.775146
	Iteration 0F: 2 clusters Score -485338.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -481140.625000 Penalty: 2785.550293
	Iteration 0F: 3 clusters Score -481140.6 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -482299.000000 Penalty: 2785.550293
	Iteration 1F: 3 clusters Score -482299 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -482497.593750 Penalty: 2785.550293
	Iteration 2F: 3 clusters Score -482497.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -482639.437500 Penalty: 2785.550293
	Iteration 3F: 3 clusters Score -482639.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -482748.343750 Penalty: 2785.550293
	Iteration 4Q: 3 clusters Score -482748.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -482857.593750 Penalty: 2785.550293
	Iteration 5Q: 3 clusters Score -482857.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -482975.156250 Penalty: 2785.550293
	Iteration 6Q: 3 clusters Score -482975.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -483085.937500 Penalty: 2785.550293
	Iteration 7Q: 3 clusters Score -483085.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -483189.593750 Penalty: 2785.550293
	Iteration 8Q: 3 clusters Score -483189.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -483286.375000 Penalty: 2785.550293
	Iteration 9Q: 3 clusters Score -483286.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -483369.656250 Penalty: 2785.550293
	Iteration 10Q: 3 clusters Score -483369.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -483449.093750 Penalty: 2785.550293
	Iteration 11Q: 3 clusters Score -483449.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -483520.625000 Penalty: 2785.550293
	Iteration 12Q: 3 clusters Score -483520.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -483572.562500 Penalty: 2785.550293
	Iteration 13Q: 3 clusters Score -483572.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -483627.437500 Penalty: 2785.550293
	Iteration 14Q: 3 clusters Score -483627.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -483685.062500 Penalty: 2785.550293
	Iteration 15Q: 3 clusters Score -483685.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -483749.406250 Penalty: 2785.550293
	Iteration 16Q: 3 clusters Score -483749.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -483817.781250 Penalty: 2785.550293
	Iteration 17Q: 3 clusters Score -483817.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -483879.812500 Penalty: 2785.550293
	Iteration 18Q: 3 clusters Score -483879.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -483929.281250 Penalty: 2785.550293
	Iteration 19Q: 3 clusters Score -483929.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -483963.562500 Penalty: 2785.550293
	Iteration 20F: 3 clusters Score -483963.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -483988.187500 Penalty: 2785.550293
	Iteration 21Q: 3 clusters Score -483988.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -484021.437500 Penalty: 2785.550293
	Iteration 22Q: 3 clusters Score -484021.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -484045.281250 Penalty: 2785.550293
	Iteration 23Q: 3 clusters Score -484045.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -484069.437500 Penalty: 2785.550293
	Iteration 24Q: 3 clusters Score -484069.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -484099.250000 Penalty: 2785.550293
	Iteration 25Q: 3 clusters Score -484099.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -484125.906250 Penalty: 2785.550293
	Iteration 26Q: 3 clusters Score -484125.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -484143.593750 Penalty: 2785.550293
	Iteration 27Q: 3 clusters Score -484143.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -484156.593750 Penalty: 2785.550293
	Iteration 28Q: 3 clusters Score -484156.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -484170.562500 Penalty: 2785.550293
	Iteration 29Q: 3 clusters Score -484170.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -484178.312500 Penalty: 2785.550293
	Iteration 30Q: 3 clusters Score -484178.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -484187.531250 Penalty: 2785.550293
	Iteration 31Q: 3 clusters Score -484187.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -484195.250000 Penalty: 2785.550293
	Iteration 32Q: 3 clusters Score -484195.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -484205.062500 Penalty: 2785.550293
	Iteration 33Q: 3 clusters Score -484205.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -484209.187500 Penalty: 2785.550293
	Iteration 34Q: 3 clusters Score -484209.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -484210.968750 Penalty: 2785.550293
	Iteration 35Q: 3 clusters Score -484211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -484212.031250 Penalty: 2785.550293
	Iteration 36Q: 3 clusters Score -484212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -484213.750000 Penalty: 2785.550293
	Iteration 37Q: 3 clusters Score -484213.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -484215.875000 Penalty: 2785.550293
	Iteration 38Q: 3 clusters Score -484215.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -484218.875000 Penalty: 2785.550293
	Iteration 39Q: 3 clusters Score -484218.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -484222.218750 Penalty: 2785.550293
	Iteration 40F: 3 clusters Score -484222.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -484223.031250 Penalty: 2785.550293
	Iteration 41Q: 3 clusters Score -484223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -484223.750000 Penalty: 2785.550293
	Iteration 42Q: 3 clusters Score -484223.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -484224.625000 Penalty: 2785.550293
	Iteration 43Q: 3 clusters Score -484224.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -484227.093750 Penalty: 2785.550293
	Iteration 44Q: 3 clusters Score -484227.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -484227.218750 Penalty: 2785.550293
	Iteration 45Q: 3 clusters Score -484227.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -484227.281250 Penalty: 2785.550293
	Iteration 46Q: 3 clusters Score -484227.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -484227.812500 Penalty: 2785.550293
	Iteration 47Q: 3 clusters Score -484227.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -484228.406250 Penalty: 2785.550293
	Iteration 48Q: 3 clusters Score -484228.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -484228.687500 Penalty: 2785.550293
	Iteration 49Q: 3 clusters Score -484228.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -484228.687500 Penalty: 2785.550293
	Iteration 50F: 3 clusters Score -484228.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Entering Unmasked Estep 
Score: -1172049.500000 Penalty: 1539.139404
	Iteration 0F: 2 clusters Score -1172050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1162964.125000 Penalty: 3078.278809
	Iteration 0F: 3 clusters Score -1162964 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1166278.875000 Penalty: 3078.278809
	Iteration 1F: 3 clusters Score -1166279 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1166706.000000 Penalty: 3078.278809
	Iteration 2F: 3 clusters Score -1166706 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1167087.375000 Penalty: 3078.278809
	Iteration 3F: 3 clusters Score -1167087 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1167552.375000 Penalty: 3078.278809
	Iteration 4F: 3 clusters Score -1167552 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1168129.500000 Penalty: 3078.278809
	Iteration 5F: 3 clusters Score -1168130 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1168820.875000 Penalty: 3078.278809
	Iteration 6F: 3 clusters Score -1168821 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1169556.500000 Penalty: 3078.278809
	Iteration 7F: 3 clusters Score -1169556 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1170084.625000 Penalty: 3078.278809
	Iteration 8F: 3 clusters Score -1170085 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1170421.250000 Penalty: 3078.278809
	Iteration 9Q: 3 clusters Score -1170421 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1170603.875000 Penalty: 3078.278809
	Iteration 10Q: 3 clusters Score -1170604 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1170707.750000 Penalty: 3078.278809
	Iteration 11Q: 3 clusters Score -1170708 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1170784.750000 Penalty: 3078.278809
	Iteration 12Q: 3 clusters Score -1170785 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1170839.875000 Penalty: 3078.278809
	Iteration 13Q: 3 clusters Score -1170840 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1170890.500000 Penalty: 3078.278809
	Iteration 14Q: 3 clusters Score -1170890 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1170939.375000 Penalty: 3078.278809
	Iteration 15Q: 3 clusters Score -1170939 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1170966.250000 Penalty: 3078.278809
	Iteration 16Q: 3 clusters Score -1170966 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1170988.750000 Penalty: 3078.278809
	Iteration 17Q: 3 clusters Score -1170989 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1171000.875000 Penalty: 3078.278809
	Iteration 18Q: 3 clusters Score -1171001 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1171012.500000 Penalty: 3078.278809
	Iteration 19Q: 3 clusters Score -1171012 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1171020.750000 Penalty: 3078.278809
	Iteration 20F: 3 clusters Score -1171021 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1171028.250000 Penalty: 3078.278809
	Iteration 21Q: 3 clusters Score -1171028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1171033.375000 Penalty: 3078.278809
	Iteration 22Q: 3 clusters Score -1171033 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1171033.875000 Penalty: 3078.278809
	Iteration 23Q: 3 clusters Score -1171034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1171040.875000 Penalty: 3078.278809
	Iteration 24Q: 3 clusters Score -1171041 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1171047.375000 Penalty: 3078.278809
	Iteration 25Q: 3 clusters Score -1171047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1171052.375000 Penalty: 3078.278809
	Iteration 26Q: 3 clusters Score -1171052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1171052.250000 Penalty: 3078.278809
	Iteration 27Q: 3 clusters Score -1171052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1171053.250000 Penalty: 3078.278809
	Iteration 28Q: 3 clusters Score -1171053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1171055.625000 Penalty: 3078.278809
	Iteration 29Q: 3 clusters Score -1171056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1171058.875000 Penalty: 3078.278809
	Iteration 30Q: 3 clusters Score -1171059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1171059.250000 Penalty: 3078.278809
	Iteration 31Q: 3 clusters Score -1171059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1171061.000000 Penalty: 3078.278809
	Iteration 32Q: 3 clusters Score -1171061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1171061.000000 Penalty: 3078.278809
	Iteration 33Q: 3 clusters Score -1171061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1171065.000000 Penalty: 3078.278809
	Iteration 34Q: 3 clusters Score -1171065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1171061.250000 Penalty: 3078.278809
	Iteration 35Q: 3 clusters Score -1171061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1171061.875000 Penalty: 3078.278809
	Iteration 36Q: 3 clusters Score -1171062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1171066.750000 Penalty: 3078.278809
	Iteration 37Q: 3 clusters Score -1171067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1171069.625000 Penalty: 3078.278809
	Iteration 38Q: 3 clusters Score -1171070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1171071.500000 Penalty: 3078.278809
	Iteration 39Q: 3 clusters Score -1171072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1171076.750000 Penalty: 3078.278809
	Iteration 40F: 3 clusters Score -1171077 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1171079.375000 Penalty: 3078.278809
	Iteration 41Q: 3 clusters Score -1171079 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1171083.250000 Penalty: 3078.278809
	Iteration 42Q: 3 clusters Score -1171083 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1171087.125000 Penalty: 3078.278809
	Iteration 43Q: 3 clusters Score -1171087 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1171094.375000 Penalty: 3078.278809
	Iteration 44Q: 3 clusters Score -1171094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1171092.875000 Penalty: 3078.278809
	Iteration 45Q: 3 clusters Score -1171093 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1171101.750000 Penalty: 3078.278809
	Iteration 46Q: 3 clusters Score -1171102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1171107.375000 Penalty: 3078.278809
	Iteration 47Q: 3 clusters Score -1171107 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1171103.625000 Penalty: 3078.278809
	Iteration 48Q: 3 clusters Score -1171104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1171108.250000 Penalty: 3078.278809
	Iteration 49Q: 3 clusters Score -1171108 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1171118.125000 Penalty: 3078.278809
	Iteration 50Q: 3 clusters Score -1171118 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1171133.125000 Penalty: 3078.278809
	Iteration 51Q: 3 clusters Score -1171133 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1171143.125000 Penalty: 3078.278809
	Iteration 52Q: 3 clusters Score -1171143 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1171160.625000 Penalty: 3078.278809
	Iteration 53Q: 3 clusters Score -1171161 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1171181.500000 Penalty: 3078.278809
	Iteration 54Q: 3 clusters Score -1171182 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1171204.000000 Penalty: 3078.278809
	Iteration 55Q: 3 clusters Score -1171204 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1171239.125000 Penalty: 3078.278809
	Iteration 56Q: 3 clusters Score -1171239 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1171279.125000 Penalty: 3078.278809
	Iteration 57Q: 3 clusters Score -1171279 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1171335.125000 Penalty: 3078.278809
	Iteration 58Q: 3 clusters Score -1171335 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1171379.500000 Penalty: 3078.278809
	Iteration 59Q: 3 clusters Score -1171380 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1171420.375000 Penalty: 3078.278809
	Iteration 60F: 3 clusters Score -1171420 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1171441.750000 Penalty: 3078.278809
	Iteration 61Q: 3 clusters Score -1171442 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1171450.000000 Penalty: 3078.278809
	Iteration 62Q: 3 clusters Score -1171450 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1171465.125000 Penalty: 3078.278809
	Iteration 63Q: 3 clusters Score -1171465 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1171471.375000 Penalty: 3078.278809
	Iteration 64Q: 3 clusters Score -1171471 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1171478.125000 Penalty: 3078.278809
	Iteration 65Q: 3 clusters Score -1171478 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1171485.500000 Penalty: 3078.278809
	Iteration 66Q: 3 clusters Score -1171486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1171491.000000 Penalty: 3078.278809
	Iteration 67Q: 3 clusters Score -1171491 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1171496.125000 Penalty: 3078.278809
	Iteration 68Q: 3 clusters Score -1171496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1171498.000000 Penalty: 3078.278809
	Iteration 69Q: 3 clusters Score -1171498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1171499.750000 Penalty: 3078.278809
	Iteration 70Q: 3 clusters Score -1171500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1171501.875000 Penalty: 3078.278809
	Iteration 71Q: 3 clusters Score -1171502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1171499.250000 Penalty: 3078.278809
	Iteration 72Q: 3 clusters Score -1171499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1171501.250000 Penalty: 3078.278809
	Iteration 73Q: 3 clusters Score -1171501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1171501.500000 Penalty: 3078.278809
	Iteration 74Q: 3 clusters Score -1171502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1171500.750000 Penalty: 3078.278809
	Iteration 75Q: 3 clusters Score -1171501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1171500.875000 Penalty: 3078.278809
	Iteration 76Q: 3 clusters Score -1171501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1171500.875000 Penalty: 3078.278809
	Iteration 77F: 3 clusters Score -1171501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Entering Unmasked Estep 
Score: -189705.968750 Penalty: 1247.427002
	Iteration 0F: 2 clusters Score -189706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -187504.203125 Penalty: 2494.854004
	Iteration 0F: 3 clusters Score -187504.2 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -187987.875000 Penalty: 2494.854004
	Iteration 1F: 3 clusters Score -187987.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -188176.296875 Penalty: 2494.854004
	Iteration 2F: 3 clusters Score -188176.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -188361.718750 Penalty: 2494.854004
	Iteration 3F: 3 clusters Score -188361.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -188599.796875 Penalty: 2494.854004
	Iteration 4F: 3 clusters Score -188599.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -188857.765625 Penalty: 2494.854004
	Iteration 5F: 3 clusters Score -188857.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -189034.406250 Penalty: 2494.854004
	Iteration 6F: 3 clusters Score -189034.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -189172.656250 Penalty: 2494.854004
	Iteration 7F: 3 clusters Score -189172.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -189263.843750 Penalty: 2494.854004
	Iteration 8Q: 3 clusters Score -189263.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -189329.765625 Penalty: 2494.854004
	Iteration 9Q: 3 clusters Score -189329.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -189369.468750 Penalty: 2494.854004
	Iteration 10Q: 3 clusters Score -189369.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -189389.343750 Penalty: 2494.854004
	Iteration 11Q: 3 clusters Score -189389.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -189407.734375 Penalty: 2494.854004
	Iteration 12Q: 3 clusters Score -189407.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -189421.406250 Penalty: 2494.854004
	Iteration 13Q: 3 clusters Score -189421.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -189433.375000 Penalty: 2494.854004
	Iteration 14Q: 3 clusters Score -189433.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -189447.546875 Penalty: 2494.854004
	Iteration 15Q: 3 clusters Score -189447.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -189456.062500 Penalty: 2494.854004
	Iteration 16Q: 3 clusters Score -189456.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -189460.640625 Penalty: 2494.854004
	Iteration 17Q: 3 clusters Score -189460.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -189466.000000 Penalty: 2494.854004
	Iteration 18Q: 3 clusters Score -189466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -189470.437500 Penalty: 2494.854004
	Iteration 19Q: 3 clusters Score -189470.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -189473.609375 Penalty: 2494.854004
	Iteration 20F: 3 clusters Score -189473.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -189474.515625 Penalty: 2494.854004
	Iteration 21Q: 3 clusters Score -189474.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -189475.937500 Penalty: 2494.854004
	Iteration 22Q: 3 clusters Score -189475.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -189475.953125 Penalty: 2494.854004
	Iteration 23Q: 3 clusters Score -189476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -189478.593750 Penalty: 2494.854004
	Iteration 24Q: 3 clusters Score -189478.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -189480.531250 Penalty: 2494.854004
	Iteration 25Q: 3 clusters Score -189480.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -189481.796875 Penalty: 2494.854004
	Iteration 26Q: 3 clusters Score -189481.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -189483.453125 Penalty: 2494.854004
	Iteration 27Q: 3 clusters Score -189483.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -189483.875000 Penalty: 2494.854004
	Iteration 28Q: 3 clusters Score -189483.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -189484.281250 Penalty: 2494.854004
	Iteration 29Q: 3 clusters Score -189484.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -189485.437500 Penalty: 2494.854004
	Iteration 30Q: 3 clusters Score -189485.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -189488.703125 Penalty: 2494.854004
	Iteration 31Q: 3 clusters Score -189488.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -189490.703125 Penalty: 2494.854004
	Iteration 32Q: 3 clusters Score -189490.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -189493.843750 Penalty: 2494.854004
	Iteration 33Q: 3 clusters Score -189493.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -189495.906250 Penalty: 2494.854004
	Iteration 34Q: 3 clusters Score -189495.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -189497.046875 Penalty: 2494.854004
	Iteration 35Q: 3 clusters Score -189497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -189497.812500 Penalty: 2494.854004
	Iteration 36Q: 3 clusters Score -189497.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -189497.812500 Penalty: 2494.854004
	Iteration 37F: 3 clusters Score -189497.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -74910.929688 Penalty: 1127.313477
	Iteration 0F: 2 clusters Score -74910.93 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: -73475.015625 Penalty: 2254.626953
	Iteration 0F: 3 clusters Score -73475.02 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -73778.195312 Penalty: 2254.626953
	Iteration 1F: 3 clusters Score -73778.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -73900.640625 Penalty: 2254.626953
	Iteration 2F: 3 clusters Score -73900.64 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -73990.179688 Penalty: 2254.626953
	Iteration 3F: 3 clusters Score -73990.18 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -74087.148438 Penalty: 2254.626953
	Iteration 4Q: 3 clusters Score -74087.15 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -74162.046875 Penalty: 2254.626953
	Iteration 5Q: 3 clusters Score -74162.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -74192.812500 Penalty: 2254.626953
	Iteration 6Q: 3 clusters Score -74192.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -74217.601562 Penalty: 2254.626953
	Iteration 7Q: 3 clusters Score -74217.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -74250.984375 Penalty: 2254.626953
	Iteration 8Q: 3 clusters Score -74250.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -74278.804688 Penalty: 2254.626953
	Iteration 9Q: 3 clusters Score -74278.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -74302.992188 Penalty: 2254.626953
	Iteration 10Q: 3 clusters Score -74302.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -74330.710938 Penalty: 2254.626953
	Iteration 11Q: 3 clusters Score -74330.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -74339.484375 Penalty: 2254.626953
	Iteration 12Q: 3 clusters Score -74339.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -74340.601562 Penalty: 2254.626953
	Iteration 13Q: 3 clusters Score -74340.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -74340.601562 Penalty: 2254.626953
	Iteration 14F: 3 clusters Score -74340.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Entering Unmasked Estep 
Score: -646854.750000 Penalty: 1441.665283
	Iteration 0F: 2 clusters Score -646854.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -641577.062500 Penalty: 2883.330566
	Iteration 0F: 3 clusters Score -641577.1 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -643103.687500 Penalty: 2883.330566
	Iteration 1F: 3 clusters Score -643103.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -643303.062500 Penalty: 2883.330566
	Iteration 2F: 3 clusters Score -643303.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -643482.250000 Penalty: 2883.330566
	Iteration 3F: 3 clusters Score -643482.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -643666.500000 Penalty: 2883.330566
	Iteration 4Q: 3 clusters Score -643666.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -643863.750000 Penalty: 2883.330566
	Iteration 5F: 3 clusters Score -643863.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -644069.875000 Penalty: 2883.330566
	Iteration 6Q: 3 clusters Score -644069.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -644297.937500 Penalty: 2883.330566
	Iteration 7Q: 3 clusters Score -644297.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -644530.687500 Penalty: 2883.330566
	Iteration 8F: 3 clusters Score -644530.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -644725.437500 Penalty: 2883.330566
	Iteration 9Q: 3 clusters Score -644725.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -644917.437500 Penalty: 2883.330566
	Iteration 10Q: 3 clusters Score -644917.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -645138.062500 Penalty: 2883.330566
	Iteration 11Q: 3 clusters Score -645138.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -645371.625000 Penalty: 2883.330566
	Iteration 12Q: 3 clusters Score -645371.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -645540.875000 Penalty: 2883.330566
	Iteration 13Q: 3 clusters Score -645540.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -645649.625000 Penalty: 2883.330566
	Iteration 14Q: 3 clusters Score -645649.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -645698.625000 Penalty: 2883.330566
	Iteration 15Q: 3 clusters Score -645698.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -645725.000000 Penalty: 2883.330566
	Iteration 16Q: 3 clusters Score -645725 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -645745.375000 Penalty: 2883.330566
	Iteration 17Q: 3 clusters Score -645745.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -645760.250000 Penalty: 2883.330566
	Iteration 18Q: 3 clusters Score -645760.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -645769.187500 Penalty: 2883.330566
	Iteration 19Q: 3 clusters Score -645769.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -645773.625000 Penalty: 2883.330566
	Iteration 20F: 3 clusters Score -645773.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -645776.375000 Penalty: 2883.330566
	Iteration 21Q: 3 clusters Score -645776.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -645779.250000 Penalty: 2883.330566
	Iteration 22Q: 3 clusters Score -645779.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -645782.312500 Penalty: 2883.330566
	Iteration 23Q: 3 clusters Score -645782.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -645786.312500 Penalty: 2883.330566
	Iteration 24Q: 3 clusters Score -645786.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -645791.062500 Penalty: 2883.330566
	Iteration 25Q: 3 clusters Score -645791.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -645794.062500 Penalty: 2883.330566
	Iteration 26Q: 3 clusters Score -645794.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -645793.625000 Penalty: 2883.330566
	Iteration 27Q: 3 clusters Score -645793.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -645794.375000 Penalty: 2883.330566
	Iteration 28Q: 3 clusters Score -645794.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -645795.312500 Penalty: 2883.330566
	Iteration 29Q: 3 clusters Score -645795.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -645798.437500 Penalty: 2883.330566
	Iteration 30Q: 3 clusters Score -645798.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -645798.625000 Penalty: 2883.330566
	Iteration 31Q: 3 clusters Score -645798.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -645798.187500 Penalty: 2883.330566
	Iteration 32Q: 3 clusters Score -645798.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -645797.062500 Penalty: 2883.330566
	Iteration 33Q: 3 clusters Score -645797.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -645797.062500 Penalty: 2883.330566
	Iteration 34F: 3 clusters Score -645797.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Entering Unmasked Estep 
Score: -230763.062500 Penalty: 1286.481201
	Iteration 0F: 2 clusters Score -230763.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -228212.281250 Penalty: 2572.962402
	Iteration 0F: 3 clusters Score -228212.3 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -228795.656250 Penalty: 2572.962402
	Iteration 1F: 3 clusters Score -228795.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -228951.031250 Penalty: 2572.962402
	Iteration 2F: 3 clusters Score -228951 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -229087.093750 Penalty: 2572.962402
	Iteration 3F: 3 clusters Score -229087.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -229214.843750 Penalty: 2572.962402
	Iteration 4F: 3 clusters Score -229214.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -229315.125000 Penalty: 2572.962402
	Iteration 5Q: 3 clusters Score -229315.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -229403.359375 Penalty: 2572.962402
	Iteration 6Q: 3 clusters Score -229403.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -229484.015625 Penalty: 2572.962402
	Iteration 7Q: 3 clusters Score -229484 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -229558.406250 Penalty: 2572.962402
	Iteration 8Q: 3 clusters Score -229558.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -229609.312500 Penalty: 2572.962402
	Iteration 9Q: 3 clusters Score -229609.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -229663.656250 Penalty: 2572.962402
	Iteration 10Q: 3 clusters Score -229663.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -229709.406250 Penalty: 2572.962402
	Iteration 11Q: 3 clusters Score -229709.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -229738.265625 Penalty: 2572.962402
	Iteration 12Q: 3 clusters Score -229738.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -229757.625000 Penalty: 2572.962402
	Iteration 13Q: 3 clusters Score -229757.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -229773.859375 Penalty: 2572.962402
	Iteration 14Q: 3 clusters Score -229773.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -229791.781250 Penalty: 2572.962402
	Iteration 15Q: 3 clusters Score -229791.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -229815.250000 Penalty: 2572.962402
	Iteration 16Q: 3 clusters Score -229815.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -229855.687500 Penalty: 2572.962402
	Iteration 17Q: 3 clusters Score -229855.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -229902.546875 Penalty: 2572.962402
	Iteration 18Q: 3 clusters Score -229902.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -229957.859375 Penalty: 2572.962402
	Iteration 19Q: 3 clusters Score -229957.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -229989.125000 Penalty: 2572.962402
	Iteration 20F: 3 clusters Score -229989.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -230002.953125 Penalty: 2572.962402
	Iteration 21Q: 3 clusters Score -230003 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -230011.203125 Penalty: 2572.962402
	Iteration 22Q: 3 clusters Score -230011.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -230015.843750 Penalty: 2572.962402
	Iteration 23Q: 3 clusters Score -230015.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -230016.531250 Penalty: 2572.962402
	Iteration 24Q: 3 clusters Score -230016.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -230017.062500 Penalty: 2572.962402
	Iteration 25Q: 3 clusters Score -230017.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -230017.062500 Penalty: 2572.962402
	Iteration 26F: 3 clusters Score -230017.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (73942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73942 members 
Entering Unmasked Estep 
Score: -6772409.000000 Penalty: 1821.793457
	Iteration 0F: 2 clusters Score -6772409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -6723206.000000 Penalty: 3643.586914
	Iteration 0F: 3 clusters Score -6723206 nChanged 35099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -6743227.000000 Penalty: 3643.586914
	Iteration 1F: 3 clusters Score -6743227 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -6743841.500000 Penalty: 3643.586914
	Iteration 2Q: 3 clusters Score -6743842 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -6744572.000000 Penalty: 3643.586914
	Iteration 3Q: 3 clusters Score -6744572 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -6745834.500000 Penalty: 3643.586914
	Iteration 4Q: 3 clusters Score -6745834 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -6747880.000000 Penalty: 3643.586914
	Iteration 5F: 3 clusters Score -6747880 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53245 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -6751426.500000 Penalty: 3643.586914
	Iteration 6F: 3 clusters Score -6751426 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59367 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -6756635.500000 Penalty: 3643.586914
	Iteration 7F: 3 clusters Score -6756636 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65469 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -6762601.000000 Penalty: 3643.586914
	Iteration 8F: 3 clusters Score -6762601 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69988 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -6767084.500000 Penalty: 3643.586914
	Iteration 9F: 3 clusters Score -6767084 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72364 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -6769376.500000 Penalty: 3643.586914
	Iteration 10Q: 3 clusters Score -6769376 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73280 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6770239.000000 Penalty: 3643.586914
	Iteration 11Q: 3 clusters Score -6770239 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73575 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6770516.000000 Penalty: 3643.586914
	Iteration 12Q: 3 clusters Score -6770516 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73679 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -6770636.000000 Penalty: 3643.586914
	Iteration 13Q: 3 clusters Score -6770636 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73721 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -6770706.000000 Penalty: 3643.586914
	Iteration 14Q: 3 clusters Score -6770706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73740 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6770741.000000 Penalty: 3643.586914
	Iteration 15Q: 3 clusters Score -6770741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73746 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -6770767.500000 Penalty: 3643.586914
	Iteration 16Q: 3 clusters Score -6770768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73752 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -6770789.500000 Penalty: 3643.586914
	Iteration 17Q: 3 clusters Score -6770790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73758 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -6770798.000000 Penalty: 3643.586914
	Iteration 18Q: 3 clusters Score -6770798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73763 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -6770804.000000 Penalty: 3643.586914
	Iteration 19Q: 3 clusters Score -6770804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73765 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -6770815.500000 Penalty: 3643.586914
	Iteration 20F: 3 clusters Score -6770816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73767 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -6770815.500000 Penalty: 3643.586914
	Iteration 21Q: 3 clusters Score -6770816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73767 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -6770815.500000 Penalty: 3643.586914
	Iteration 22F: 3 clusters Score -6770816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Entering Unmasked Estep 
Score: -147220.421875 Penalty: 1206.814209
	Iteration 0F: 2 clusters Score -147220.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -145305.171875 Penalty: 2413.628418
	Iteration 0F: 3 clusters Score -145305.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -145727.406250 Penalty: 2413.628418
	Iteration 1F: 3 clusters Score -145727.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -145922.421875 Penalty: 2413.628418
	Iteration 2F: 3 clusters Score -145922.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -146109.109375 Penalty: 2413.628418
	Iteration 3F: 3 clusters Score -146109.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -146257.218750 Penalty: 2413.628418
	Iteration 4F: 3 clusters Score -146257.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -146333.156250 Penalty: 2413.628418
	Iteration 5Q: 3 clusters Score -146333.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -146368.609375 Penalty: 2413.628418
	Iteration 6Q: 3 clusters Score -146368.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -146394.093750 Penalty: 2413.628418
	Iteration 7Q: 3 clusters Score -146394.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -146408.890625 Penalty: 2413.628418
	Iteration 8Q: 3 clusters Score -146408.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -146423.671875 Penalty: 2413.628418
	Iteration 9Q: 3 clusters Score -146423.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -146433.421875 Penalty: 2413.628418
	Iteration 10Q: 3 clusters Score -146433.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -146441.890625 Penalty: 2413.628418
	Iteration 11Q: 3 clusters Score -146441.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -146449.406250 Penalty: 2413.628418
	Iteration 12Q: 3 clusters Score -146449.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -146455.515625 Penalty: 2413.628418
	Iteration 13Q: 3 clusters Score -146455.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -146458.796875 Penalty: 2413.628418
	Iteration 14Q: 3 clusters Score -146458.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -146462.906250 Penalty: 2413.628418
	Iteration 15Q: 3 clusters Score -146462.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -146468.312500 Penalty: 2413.628418
	Iteration 16Q: 3 clusters Score -146468.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -146472.484375 Penalty: 2413.628418
	Iteration 17Q: 3 clusters Score -146472.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -146474.187500 Penalty: 2413.628418
	Iteration 18Q: 3 clusters Score -146474.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -146475.140625 Penalty: 2413.628418
	Iteration 19Q: 3 clusters Score -146475.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -146476.312500 Penalty: 2413.628418
	Iteration 20F: 3 clusters Score -146476.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -146477.656250 Penalty: 2413.628418
	Iteration 21Q: 3 clusters Score -146477.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -146478.703125 Penalty: 2413.628418
	Iteration 22Q: 3 clusters Score -146478.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -146478.703125 Penalty: 2413.628418
	Iteration 23F: 3 clusters Score -146478.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Entering Unmasked Estep 
Score: -1320779.625000 Penalty: 1554.609009
	Iteration 0F: 2 clusters Score -1320780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1310860.250000 Penalty: 3109.218018
	Iteration 0F: 3 clusters Score -1310860 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1314325.125000 Penalty: 3109.218018
	Iteration 1F: 3 clusters Score -1314325 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1314593.375000 Penalty: 3109.218018
	Iteration 2F: 3 clusters Score -1314593 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1314833.875000 Penalty: 3109.218018
	Iteration 3Q: 3 clusters Score -1314834 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1315053.750000 Penalty: 3109.218018
	Iteration 4Q: 3 clusters Score -1315054 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1315266.500000 Penalty: 3109.218018
	Iteration 5Q: 3 clusters Score -1315266 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1315496.000000 Penalty: 3109.218018
	Iteration 6Q: 3 clusters Score -1315496 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1315751.500000 Penalty: 3109.218018
	Iteration 7Q: 3 clusters Score -1315752 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1316089.000000 Penalty: 3109.218018
	Iteration 8Q: 3 clusters Score -1316089 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1316492.625000 Penalty: 3109.218018
	Iteration 9Q: 3 clusters Score -1316493 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1316983.625000 Penalty: 3109.218018
	Iteration 10F: 3 clusters Score -1316984 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1317520.250000 Penalty: 3109.218018
	Iteration 11F: 3 clusters Score -1317520 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1317999.250000 Penalty: 3109.218018
	Iteration 12Q: 3 clusters Score -1317999 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1318404.875000 Penalty: 3109.218018
	Iteration 13Q: 3 clusters Score -1318405 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1318691.250000 Penalty: 3109.218018
	Iteration 14Q: 3 clusters Score -1318691 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1318924.000000 Penalty: 3109.218018
	Iteration 15Q: 3 clusters Score -1318924 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1319093.125000 Penalty: 3109.218018
	Iteration 16Q: 3 clusters Score -1319093 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1319209.125000 Penalty: 3109.218018
	Iteration 17Q: 3 clusters Score -1319209 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1319273.250000 Penalty: 3109.218018
	Iteration 18Q: 3 clusters Score -1319273 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1319319.250000 Penalty: 3109.218018
	Iteration 19Q: 3 clusters Score -1319319 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1319354.000000 Penalty: 3109.218018
	Iteration 20F: 3 clusters Score -1319354 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1319387.875000 Penalty: 3109.218018
	Iteration 21Q: 3 clusters Score -1319388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1319405.625000 Penalty: 3109.218018
	Iteration 22Q: 3 clusters Score -1319406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1319415.875000 Penalty: 3109.218018
	Iteration 23Q: 3 clusters Score -1319416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1319424.250000 Penalty: 3109.218018
	Iteration 24Q: 3 clusters Score -1319424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1319438.000000 Penalty: 3109.218018
	Iteration 25Q: 3 clusters Score -1319438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -1319446.250000 Penalty: 3109.218018
	Iteration 26Q: 3 clusters Score -1319446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -1319450.125000 Penalty: 3109.218018
	Iteration 27Q: 3 clusters Score -1319450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1319453.250000 Penalty: 3109.218018
	Iteration 28Q: 3 clusters Score -1319453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1319455.250000 Penalty: 3109.218018
	Iteration 29Q: 3 clusters Score -1319455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1319459.000000 Penalty: 3109.218018
	Iteration 30Q: 3 clusters Score -1319459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1319462.000000 Penalty: 3109.218018
	Iteration 31Q: 3 clusters Score -1319462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1319460.500000 Penalty: 3109.218018
	Iteration 32Q: 3 clusters Score -1319460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1319462.125000 Penalty: 3109.218018
	Iteration 33Q: 3 clusters Score -1319462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1319462.375000 Penalty: 3109.218018
	Iteration 34Q: 3 clusters Score -1319462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1319465.125000 Penalty: 3109.218018
	Iteration 35Q: 3 clusters Score -1319465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1319465.125000 Penalty: 3109.218018
	Iteration 36F: 3 clusters Score -1319465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Entering Unmasked Estep 
Score: -128710.828125 Penalty: 1189.585693
	Iteration 0F: 2 clusters Score -128710.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -126914.500000 Penalty: 2379.171387
	Iteration 0F: 3 clusters Score -126914.5 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -127247.078125 Penalty: 2379.171387
	Iteration 1F: 3 clusters Score -127247.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -127340.234375 Penalty: 2379.171387
	Iteration 2F: 3 clusters Score -127340.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -127403.656250 Penalty: 2379.171387
	Iteration 3Q: 3 clusters Score -127403.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -127444.601562 Penalty: 2379.171387
	Iteration 4Q: 3 clusters Score -127444.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -127477.367188 Penalty: 2379.171387
	Iteration 5Q: 3 clusters Score -127477.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -127496.859375 Penalty: 2379.171387
	Iteration 6Q: 3 clusters Score -127496.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -127513.585938 Penalty: 2379.171387
	Iteration 7Q: 3 clusters Score -127513.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -127529.718750 Penalty: 2379.171387
	Iteration 8Q: 3 clusters Score -127529.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -127543.703125 Penalty: 2379.171387
	Iteration 9Q: 3 clusters Score -127543.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -127553.164062 Penalty: 2379.171387
	Iteration 10Q: 3 clusters Score -127553.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -127558.203125 Penalty: 2379.171387
	Iteration 11Q: 3 clusters Score -127558.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -127562.437500 Penalty: 2379.171387
	Iteration 12Q: 3 clusters Score -127562.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -127566.125000 Penalty: 2379.171387
	Iteration 13Q: 3 clusters Score -127566.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -127571.734375 Penalty: 2379.171387
	Iteration 14Q: 3 clusters Score -127571.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -127579.804688 Penalty: 2379.171387
	Iteration 15Q: 3 clusters Score -127579.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -127587.851562 Penalty: 2379.171387
	Iteration 16Q: 3 clusters Score -127587.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -127599.976562 Penalty: 2379.171387
	Iteration 17Q: 3 clusters Score -127600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -127611.851562 Penalty: 2379.171387
	Iteration 18Q: 3 clusters Score -127611.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -127622.570312 Penalty: 2379.171387
	Iteration 19Q: 3 clusters Score -127622.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -127630.609375 Penalty: 2379.171387
	Iteration 20F: 3 clusters Score -127630.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -127635.851562 Penalty: 2379.171387
	Iteration 21Q: 3 clusters Score -127635.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -127643.929688 Penalty: 2379.171387
	Iteration 22Q: 3 clusters Score -127643.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -127653.382812 Penalty: 2379.171387
	Iteration 23Q: 3 clusters Score -127653.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -127659.828125 Penalty: 2379.171387
	Iteration 24Q: 3 clusters Score -127659.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -127667.007812 Penalty: 2379.171387
	Iteration 25Q: 3 clusters Score -127667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -127676.359375 Penalty: 2379.171387
	Iteration 26Q: 3 clusters Score -127676.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -127686.304688 Penalty: 2379.171387
	Iteration 27Q: 3 clusters Score -127686.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -127696.484375 Penalty: 2379.171387
	Iteration 28Q: 3 clusters Score -127696.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -127708.210938 Penalty: 2379.171387
	Iteration 29Q: 3 clusters Score -127708.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -127725.921875 Penalty: 2379.171387
	Iteration 30Q: 3 clusters Score -127725.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -127736.585938 Penalty: 2379.171387
	Iteration 31Q: 3 clusters Score -127736.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -127743.937500 Penalty: 2379.171387
	Iteration 32Q: 3 clusters Score -127743.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -127750.750000 Penalty: 2379.171387
	Iteration 33Q: 3 clusters Score -127750.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -127758.195312 Penalty: 2379.171387
	Iteration 34Q: 3 clusters Score -127758.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -127767.328125 Penalty: 2379.171387
	Iteration 35Q: 3 clusters Score -127767.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -127771.312500 Penalty: 2379.171387
	Iteration 36Q: 3 clusters Score -127771.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -127774.203125 Penalty: 2379.171387
	Iteration 37Q: 3 clusters Score -127774.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -127779.015625 Penalty: 2379.171387
	Iteration 38Q: 3 clusters Score -127779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -127782.882812 Penalty: 2379.171387
	Iteration 39Q: 3 clusters Score -127782.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -127785.828125 Penalty: 2379.171387
	Iteration 40F: 3 clusters Score -127785.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -127787.945312 Penalty: 2379.171387
	Iteration 41Q: 3 clusters Score -127787.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -127788.445312 Penalty: 2379.171387
	Iteration 42Q: 3 clusters Score -127788.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -127789.218750 Penalty: 2379.171387
	Iteration 43Q: 3 clusters Score -127789.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -127789.218750 Penalty: 2379.171387
	Iteration 44F: 3 clusters Score -127789.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Entering Unmasked Estep 
Score: -124884.820312 Penalty: 1183.894897
	Iteration 0F: 2 clusters Score -124884.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -123121.750000 Penalty: 2367.789795
	Iteration 0F: 3 clusters Score -123121.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -123505.679688 Penalty: 2367.789795
	Iteration 1F: 3 clusters Score -123505.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -123658.601562 Penalty: 2367.789795
	Iteration 2F: 3 clusters Score -123658.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -123799.773438 Penalty: 2367.789795
	Iteration 3F: 3 clusters Score -123799.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -123981.039062 Penalty: 2367.789795
	Iteration 4F: 3 clusters Score -123981 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -124162.562500 Penalty: 2367.789795
	Iteration 5F: 3 clusters Score -124162.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -124335.382812 Penalty: 2367.789795
	Iteration 6F: 3 clusters Score -124335.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -124471.328125 Penalty: 2367.789795
	Iteration 7F: 3 clusters Score -124471.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -124578.390625 Penalty: 2367.789795
	Iteration 8Q: 3 clusters Score -124578.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -124653.859375 Penalty: 2367.789795
	Iteration 9Q: 3 clusters Score -124653.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -124695.218750 Penalty: 2367.789795
	Iteration 10Q: 3 clusters Score -124695.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -124719.031250 Penalty: 2367.789795
	Iteration 11Q: 3 clusters Score -124719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -124728.835938 Penalty: 2367.789795
	Iteration 12Q: 3 clusters Score -124728.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -124741.171875 Penalty: 2367.789795
	Iteration 13Q: 3 clusters Score -124741.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -124747.781250 Penalty: 2367.789795
	Iteration 14Q: 3 clusters Score -124747.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -124749.648438 Penalty: 2367.789795
	Iteration 15Q: 3 clusters Score -124749.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -124750.945312 Penalty: 2367.789795
	Iteration 16Q: 3 clusters Score -124750.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -124752.906250 Penalty: 2367.789795
	Iteration 17Q: 3 clusters Score -124752.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -124752.906250 Penalty: 2367.789795
	Iteration 18F: 3 clusters Score -124752.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -57079.527344 Penalty: 1087.866333
	Iteration 0F: 2 clusters Score -57079.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -55828.937500 Penalty: 2175.732666
	Iteration 0F: 3 clusters Score -55828.94 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -56262.281250 Penalty: 2175.732666
	Iteration 1F: 3 clusters Score -56262.28 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -56495.699219 Penalty: 2175.732666
	Iteration 2F: 3 clusters Score -56495.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -56643.484375 Penalty: 2175.732666
	Iteration 3F: 3 clusters Score -56643.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -56727.992188 Penalty: 2175.732666
	Iteration 4Q: 3 clusters Score -56727.99 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -56804.007812 Penalty: 2175.732666
	Iteration 5Q: 3 clusters Score -56804.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -56856.320312 Penalty: 2175.732666
	Iteration 6Q: 3 clusters Score -56856.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -56880.476562 Penalty: 2175.732666
	Iteration 7Q: 3 clusters Score -56880.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -56906.828125 Penalty: 2175.732666
	Iteration 8Q: 3 clusters Score -56906.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -56930.980469 Penalty: 2175.732666
	Iteration 9Q: 3 clusters Score -56930.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -56944.253906 Penalty: 2175.732666
	Iteration 10Q: 3 clusters Score -56944.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -56955.406250 Penalty: 2175.732666
	Iteration 11Q: 3 clusters Score -56955.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -56968.023438 Penalty: 2175.732666
	Iteration 12Q: 3 clusters Score -56968.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -56996.066406 Penalty: 2175.732666
	Iteration 13Q: 3 clusters Score -56996.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -57002.652344 Penalty: 2175.732666
	Iteration 14Q: 3 clusters Score -57002.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -57007.578125 Penalty: 2175.732666
	Iteration 15Q: 3 clusters Score -57007.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -57015.890625 Penalty: 2175.732666
	Iteration 16Q: 3 clusters Score -57015.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -57022.582031 Penalty: 2175.732666
	Iteration 17Q: 3 clusters Score -57022.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -57023.171875 Penalty: 2175.732666
	Iteration 18Q: 3 clusters Score -57023.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -57023.171875 Penalty: 2175.732666
	Iteration 19F: 3 clusters Score -57023.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Entering Unmasked Estep 
Score: -89401.921875 Penalty: 1131.671997
	Iteration 0F: 2 clusters Score -89401.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -87906.609375 Penalty: 2263.343994
	Iteration 0F: 3 clusters Score -87906.61 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -88177.796875 Penalty: 2263.343994
	Iteration 1F: 3 clusters Score -88177.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -88273.289062 Penalty: 2263.343994
	Iteration 2F: 3 clusters Score -88273.29 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -88336.664062 Penalty: 2263.343994
	Iteration 3Q: 3 clusters Score -88336.66 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -88381.843750 Penalty: 2263.343994
	Iteration 4Q: 3 clusters Score -88381.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -88410.195312 Penalty: 2263.343994
	Iteration 5Q: 3 clusters Score -88410.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -88438.906250 Penalty: 2263.343994
	Iteration 6Q: 3 clusters Score -88438.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -88480.734375 Penalty: 2263.343994
	Iteration 7Q: 3 clusters Score -88480.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -88526.304688 Penalty: 2263.343994
	Iteration 8Q: 3 clusters Score -88526.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -88595.023438 Penalty: 2263.343994
	Iteration 9Q: 3 clusters Score -88595.02 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -88674.781250 Penalty: 2263.343994
	Iteration 10Q: 3 clusters Score -88674.78 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -88757.390625 Penalty: 2263.343994
	Iteration 11Q: 3 clusters Score -88757.39 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -88844.093750 Penalty: 2263.343994
	Iteration 12Q: 3 clusters Score -88844.09 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -88963.695312 Penalty: 2263.343994
	Iteration 13Q: 3 clusters Score -88963.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -89059.109375 Penalty: 2263.343994
	Iteration 14Q: 3 clusters Score -89059.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -89115.132812 Penalty: 2263.343994
	Iteration 15Q: 3 clusters Score -89115.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -89167.640625 Penalty: 2263.343994
	Iteration 16Q: 3 clusters Score -89167.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -89219.187500 Penalty: 2263.343994
	Iteration 17Q: 3 clusters Score -89219.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -89248.492188 Penalty: 2263.343994
	Iteration 18Q: 3 clusters Score -89248.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -89262.500000 Penalty: 2263.343994
	Iteration 19Q: 3 clusters Score -89262.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -89285.992188 Penalty: 2263.343994
	Iteration 20F: 3 clusters Score -89285.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -89315.265625 Penalty: 2263.343994
	Iteration 21Q: 3 clusters Score -89315.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -89321.695312 Penalty: 2263.343994
	Iteration 22Q: 3 clusters Score -89321.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -89326.726562 Penalty: 2263.343994
	Iteration 23Q: 3 clusters Score -89326.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -89328.046875 Penalty: 2263.343994
	Iteration 24Q: 3 clusters Score -89328.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -89328.046875 Penalty: 2263.343994
	Iteration 25F: 3 clusters Score -89328.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Entering Unmasked Estep 
Score: -143534.921875 Penalty: 1209.405029
	Iteration 0F: 2 clusters Score -143534.9 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 885 members 
Entering Unmasked Estep 
Score: -141637.734375 Penalty: 2418.810059
	Iteration 0F: 3 clusters Score -141637.7 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -142092.453125 Penalty: 2418.810059
	Iteration 1F: 3 clusters Score -142092.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -142285.656250 Penalty: 2418.810059
	Iteration 2F: 3 clusters Score -142285.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -142422.734375 Penalty: 2418.810059
	Iteration 3F: 3 clusters Score -142422.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -142485.875000 Penalty: 2418.810059
	Iteration 4Q: 3 clusters Score -142485.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -142525.437500 Penalty: 2418.810059
	Iteration 5Q: 3 clusters Score -142525.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -142549.234375 Penalty: 2418.810059
	Iteration 6Q: 3 clusters Score -142549.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -142572.578125 Penalty: 2418.810059
	Iteration 7Q: 3 clusters Score -142572.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -142596.531250 Penalty: 2418.810059
	Iteration 8Q: 3 clusters Score -142596.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -142616.500000 Penalty: 2418.810059
	Iteration 9Q: 3 clusters Score -142616.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -142632.250000 Penalty: 2418.810059
	Iteration 10Q: 3 clusters Score -142632.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -142644.781250 Penalty: 2418.810059
	Iteration 11Q: 3 clusters Score -142644.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -142653.578125 Penalty: 2418.810059
	Iteration 12Q: 3 clusters Score -142653.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -142665.750000 Penalty: 2418.810059
	Iteration 13Q: 3 clusters Score -142665.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -142682.187500 Penalty: 2418.810059
	Iteration 14Q: 3 clusters Score -142682.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -142692.578125 Penalty: 2418.810059
	Iteration 15Q: 3 clusters Score -142692.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -142699.453125 Penalty: 2418.810059
	Iteration 16Q: 3 clusters Score -142699.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -142704.843750 Penalty: 2418.810059
	Iteration 17Q: 3 clusters Score -142704.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -142709.656250 Penalty: 2418.810059
	Iteration 18Q: 3 clusters Score -142709.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -142712.812500 Penalty: 2418.810059
	Iteration 19Q: 3 clusters Score -142712.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -142714.828125 Penalty: 2418.810059
	Iteration 20F: 3 clusters Score -142714.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -142719.734375 Penalty: 2418.810059
	Iteration 21Q: 3 clusters Score -142719.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -142723.109375 Penalty: 2418.810059
	Iteration 22Q: 3 clusters Score -142723.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -142724.828125 Penalty: 2418.810059
	Iteration 23Q: 3 clusters Score -142724.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -142726.500000 Penalty: 2418.810059
	Iteration 24Q: 3 clusters Score -142726.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -142729.171875 Penalty: 2418.810059
	Iteration 25Q: 3 clusters Score -142729.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -142730.500000 Penalty: 2418.810059
	Iteration 26Q: 3 clusters Score -142730.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -142732.234375 Penalty: 2418.810059
	Iteration 27Q: 3 clusters Score -142732.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -142732.312500 Penalty: 2418.810059
	Iteration 28Q: 3 clusters Score -142732.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -142735.250000 Penalty: 2418.810059
	Iteration 29Q: 3 clusters Score -142735.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -142735.562500 Penalty: 2418.810059
	Iteration 30Q: 3 clusters Score -142735.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -142736.250000 Penalty: 2418.810059
	Iteration 31Q: 3 clusters Score -142736.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -142736.656250 Penalty: 2418.810059
	Iteration 32Q: 3 clusters Score -142736.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -142736.656250 Penalty: 2418.810059
	Iteration 33F: 3 clusters Score -142736.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (7683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Entering Unmasked Estep 
Score: -677479.687500 Penalty: 1453.849243
	Iteration 0F: 2 clusters Score -677479.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -671841.312500 Penalty: 2907.698486
	Iteration 0F: 3 clusters Score -671841.3 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -673577.937500 Penalty: 2907.698486
	Iteration 1F: 3 clusters Score -673577.9 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -673830.437500 Penalty: 2907.698486
	Iteration 2F: 3 clusters Score -673830.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -674055.750000 Penalty: 2907.698486
	Iteration 3F: 3 clusters Score -674055.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -674286.500000 Penalty: 2907.698486
	Iteration 4F: 3 clusters Score -674286.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -674518.250000 Penalty: 2907.698486
	Iteration 5Q: 3 clusters Score -674518.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -674717.562500 Penalty: 2907.698486
	Iteration 6Q: 3 clusters Score -674717.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -674903.187500 Penalty: 2907.698486
	Iteration 7Q: 3 clusters Score -674903.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -675085.187500 Penalty: 2907.698486
	Iteration 8Q: 3 clusters Score -675085.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -675244.062500 Penalty: 2907.698486
	Iteration 9Q: 3 clusters Score -675244.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -675433.500000 Penalty: 2907.698486
	Iteration 10Q: 3 clusters Score -675433.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -675622.812500 Penalty: 2907.698486
	Iteration 11Q: 3 clusters Score -675622.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -675798.937500 Penalty: 2907.698486
	Iteration 12Q: 3 clusters Score -675798.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -675963.687500 Penalty: 2907.698486
	Iteration 13Q: 3 clusters Score -675963.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -676113.812500 Penalty: 2907.698486
	Iteration 14Q: 3 clusters Score -676113.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -676236.687500 Penalty: 2907.698486
	Iteration 15Q: 3 clusters Score -676236.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -676317.812500 Penalty: 2907.698486
	Iteration 16Q: 3 clusters Score -676317.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -676382.562500 Penalty: 2907.698486
	Iteration 17Q: 3 clusters Score -676382.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -676418.937500 Penalty: 2907.698486
	Iteration 18Q: 3 clusters Score -676418.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -676448.312500 Penalty: 2907.698486
	Iteration 19Q: 3 clusters Score -676448.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -676479.812500 Penalty: 2907.698486
	Iteration 20F: 3 clusters Score -676479.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -676503.625000 Penalty: 2907.698486
	Iteration 21Q: 3 clusters Score -676503.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -676528.875000 Penalty: 2907.698486
	Iteration 22Q: 3 clusters Score -676528.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -676550.437500 Penalty: 2907.698486
	Iteration 23Q: 3 clusters Score -676550.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -676572.750000 Penalty: 2907.698486
	Iteration 24Q: 3 clusters Score -676572.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -676582.750000 Penalty: 2907.698486
	Iteration 25Q: 3 clusters Score -676582.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -676596.750000 Penalty: 2907.698486
	Iteration 26Q: 3 clusters Score -676596.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -676614.500000 Penalty: 2907.698486
	Iteration 27Q: 3 clusters Score -676614.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -676631.687500 Penalty: 2907.698486
	Iteration 28Q: 3 clusters Score -676631.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -676660.437500 Penalty: 2907.698486
	Iteration 29Q: 3 clusters Score -676660.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -676686.125000 Penalty: 2907.698486
	Iteration 30Q: 3 clusters Score -676686.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -676710.687500 Penalty: 2907.698486
	Iteration 31Q: 3 clusters Score -676710.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -676733.937500 Penalty: 2907.698486
	Iteration 32Q: 3 clusters Score -676733.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -676755.750000 Penalty: 2907.698486
	Iteration 33Q: 3 clusters Score -676755.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -676773.312500 Penalty: 2907.698486
	Iteration 34Q: 3 clusters Score -676773.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -676784.812500 Penalty: 2907.698486
	Iteration 35Q: 3 clusters Score -676784.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -676794.687500 Penalty: 2907.698486
	Iteration 36Q: 3 clusters Score -676794.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -676801.437500 Penalty: 2907.698486
	Iteration 37Q: 3 clusters Score -676801.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -676806.500000 Penalty: 2907.698486
	Iteration 38Q: 3 clusters Score -676806.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -676810.250000 Penalty: 2907.698486
	Iteration 39Q: 3 clusters Score -676810.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -676814.062500 Penalty: 2907.698486
	Iteration 40F: 3 clusters Score -676814.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -676816.562500 Penalty: 2907.698486
	Iteration 41Q: 3 clusters Score -676816.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -676819.500000 Penalty: 2907.698486
	Iteration 42Q: 3 clusters Score -676819.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -676824.812500 Penalty: 2907.698486
	Iteration 43Q: 3 clusters Score -676824.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -676825.750000 Penalty: 2907.698486
	Iteration 44Q: 3 clusters Score -676825.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -676826.500000 Penalty: 2907.698486
	Iteration 45Q: 3 clusters Score -676826.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -676828.687500 Penalty: 2907.698486
	Iteration 46Q: 3 clusters Score -676828.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -676828.625000 Penalty: 2907.698486
	Iteration 47Q: 3 clusters Score -676828.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -676830.062500 Penalty: 2907.698486
	Iteration 48Q: 3 clusters Score -676830.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -676831.687500 Penalty: 2907.698486
	Iteration 49Q: 3 clusters Score -676831.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -676832.375000 Penalty: 2907.698486
	Iteration 50Q: 3 clusters Score -676832.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -676832.375000 Penalty: 2907.698486
	Iteration 51F: 3 clusters Score -676832.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Entering Unmasked Estep 
Score: -461547.281250 Penalty: 1389.414185
	Iteration 0F: 2 clusters Score -461547.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -457441.312500 Penalty: 2778.828369
	Iteration 0F: 3 clusters Score -457441.3 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -458574.656250 Penalty: 2778.828369
	Iteration 1F: 3 clusters Score -458574.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -458761.437500 Penalty: 2778.828369
	Iteration 2F: 3 clusters Score -458761.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -458884.750000 Penalty: 2778.828369
	Iteration 3F: 3 clusters Score -458884.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -458993.625000 Penalty: 2778.828369
	Iteration 4Q: 3 clusters Score -458993.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -459098.593750 Penalty: 2778.828369
	Iteration 5Q: 3 clusters Score -459098.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -459236.125000 Penalty: 2778.828369
	Iteration 6Q: 3 clusters Score -459236.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -459425.343750 Penalty: 2778.828369
	Iteration 7Q: 3 clusters Score -459425.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -459640.500000 Penalty: 2778.828369
	Iteration 8F: 3 clusters Score -459640.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -459830.937500 Penalty: 2778.828369
	Iteration 9Q: 3 clusters Score -459830.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -459967.281250 Penalty: 2778.828369
	Iteration 10Q: 3 clusters Score -459967.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -460062.593750 Penalty: 2778.828369
	Iteration 11Q: 3 clusters Score -460062.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -460123.343750 Penalty: 2778.828369
	Iteration 12Q: 3 clusters Score -460123.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -460182.000000 Penalty: 2778.828369
	Iteration 13Q: 3 clusters Score -460182 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -460242.843750 Penalty: 2778.828369
	Iteration 14Q: 3 clusters Score -460242.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -460296.562500 Penalty: 2778.828369
	Iteration 15Q: 3 clusters Score -460296.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -460324.250000 Penalty: 2778.828369
	Iteration 16Q: 3 clusters Score -460324.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -460346.000000 Penalty: 2778.828369
	Iteration 17Q: 3 clusters Score -460346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -460361.906250 Penalty: 2778.828369
	Iteration 18Q: 3 clusters Score -460361.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -460373.781250 Penalty: 2778.828369
	Iteration 19Q: 3 clusters Score -460373.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -460383.093750 Penalty: 2778.828369
	Iteration 20F: 3 clusters Score -460383.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -460391.593750 Penalty: 2778.828369
	Iteration 21Q: 3 clusters Score -460391.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -460398.031250 Penalty: 2778.828369
	Iteration 22Q: 3 clusters Score -460398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -460402.593750 Penalty: 2778.828369
	Iteration 23Q: 3 clusters Score -460402.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -460403.656250 Penalty: 2778.828369
	Iteration 24Q: 3 clusters Score -460403.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -460403.656250 Penalty: 2778.828369
	Iteration 25F: 3 clusters Score -460403.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Entering Unmasked Estep 
Score: -248928.578125 Penalty: 1290.055420
	Iteration 0F: 2 clusters Score -248928.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -246340.437500 Penalty: 2580.110840
	Iteration 0F: 3 clusters Score -246340.4 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -246951.328125 Penalty: 2580.110840
	Iteration 1F: 3 clusters Score -246951.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -247093.781250 Penalty: 2580.110840
	Iteration 2F: 3 clusters Score -247093.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -247208.343750 Penalty: 2580.110840
	Iteration 3F: 3 clusters Score -247208.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -247271.968750 Penalty: 2580.110840
	Iteration 4Q: 3 clusters Score -247272 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -247318.531250 Penalty: 2580.110840
	Iteration 5Q: 3 clusters Score -247318.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -247349.265625 Penalty: 2580.110840
	Iteration 6Q: 3 clusters Score -247349.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -247374.828125 Penalty: 2580.110840
	Iteration 7Q: 3 clusters Score -247374.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -247390.562500 Penalty: 2580.110840
	Iteration 8Q: 3 clusters Score -247390.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -247405.328125 Penalty: 2580.110840
	Iteration 9Q: 3 clusters Score -247405.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -247422.625000 Penalty: 2580.110840
	Iteration 10Q: 3 clusters Score -247422.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -247443.734375 Penalty: 2580.110840
	Iteration 11Q: 3 clusters Score -247443.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -247461.078125 Penalty: 2580.110840
	Iteration 12Q: 3 clusters Score -247461.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -247480.968750 Penalty: 2580.110840
	Iteration 13Q: 3 clusters Score -247481 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -247498.078125 Penalty: 2580.110840
	Iteration 14Q: 3 clusters Score -247498.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -247510.750000 Penalty: 2580.110840
	Iteration 15Q: 3 clusters Score -247510.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -247521.984375 Penalty: 2580.110840
	Iteration 16Q: 3 clusters Score -247522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -247535.406250 Penalty: 2580.110840
	Iteration 17Q: 3 clusters Score -247535.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -247547.640625 Penalty: 2580.110840
	Iteration 18Q: 3 clusters Score -247547.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -247559.359375 Penalty: 2580.110840
	Iteration 19Q: 3 clusters Score -247559.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -247570.359375 Penalty: 2580.110840
	Iteration 20F: 3 clusters Score -247570.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -247578.062500 Penalty: 2580.110840
	Iteration 21Q: 3 clusters Score -247578.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -247583.984375 Penalty: 2580.110840
	Iteration 22Q: 3 clusters Score -247584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -247589.375000 Penalty: 2580.110840
	Iteration 23Q: 3 clusters Score -247589.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -247600.375000 Penalty: 2580.110840
	Iteration 24Q: 3 clusters Score -247600.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -247616.843750 Penalty: 2580.110840
	Iteration 25Q: 3 clusters Score -247616.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -247626.765625 Penalty: 2580.110840
	Iteration 26Q: 3 clusters Score -247626.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -247633.703125 Penalty: 2580.110840
	Iteration 27Q: 3 clusters Score -247633.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -247639.421875 Penalty: 2580.110840
	Iteration 28Q: 3 clusters Score -247639.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -247643.750000 Penalty: 2580.110840
	Iteration 29Q: 3 clusters Score -247643.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -247648.578125 Penalty: 2580.110840
	Iteration 30Q: 3 clusters Score -247648.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -247655.750000 Penalty: 2580.110840
	Iteration 31Q: 3 clusters Score -247655.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -247661.843750 Penalty: 2580.110840
	Iteration 32Q: 3 clusters Score -247661.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -247670.125000 Penalty: 2580.110840
	Iteration 33Q: 3 clusters Score -247670.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -247679.375000 Penalty: 2580.110840
	Iteration 34Q: 3 clusters Score -247679.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -247691.765625 Penalty: 2580.110840
	Iteration 35Q: 3 clusters Score -247691.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -247707.296875 Penalty: 2580.110840
	Iteration 36Q: 3 clusters Score -247707.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -247727.078125 Penalty: 2580.110840
	Iteration 37Q: 3 clusters Score -247727.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -247745.984375 Penalty: 2580.110840
	Iteration 38Q: 3 clusters Score -247746 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -247770.500000 Penalty: 2580.110840
	Iteration 39Q: 3 clusters Score -247770.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -247797.546875 Penalty: 2580.110840
	Iteration 40F: 3 clusters Score -247797.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -247817.203125 Penalty: 2580.110840
	Iteration 41Q: 3 clusters Score -247817.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -247847.718750 Penalty: 2580.110840
	Iteration 42Q: 3 clusters Score -247847.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -247890.578125 Penalty: 2580.110840
	Iteration 43Q: 3 clusters Score -247890.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -247947.265625 Penalty: 2580.110840
	Iteration 44Q: 3 clusters Score -247947.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -248054.125000 Penalty: 2580.110840
	Iteration 45Q: 3 clusters Score -248054.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -248188.437500 Penalty: 2580.110840
	Iteration 46Q: 3 clusters Score -248188.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -248337.609375 Penalty: 2580.110840
	Iteration 47Q: 3 clusters Score -248337.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -248439.750000 Penalty: 2580.110840
	Iteration 48Q: 3 clusters Score -248439.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -248467.593750 Penalty: 2580.110840
	Iteration 49Q: 3 clusters Score -248467.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -248481.375000 Penalty: 2580.110840
	Iteration 50Q: 3 clusters Score -248481.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -248487.984375 Penalty: 2580.110840
	Iteration 51Q: 3 clusters Score -248488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -248491.515625 Penalty: 2580.110840
	Iteration 52Q: 3 clusters Score -248491.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -248494.312500 Penalty: 2580.110840
	Iteration 53Q: 3 clusters Score -248494.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -248495.453125 Penalty: 2580.110840
	Iteration 54Q: 3 clusters Score -248495.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -248498.046875 Penalty: 2580.110840
	Iteration 55Q: 3 clusters Score -248498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -248498.796875 Penalty: 2580.110840
	Iteration 56Q: 3 clusters Score -248498.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -248499.187500 Penalty: 2580.110840
	Iteration 57Q: 3 clusters Score -248499.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -248499.203125 Penalty: 2580.110840
	Iteration 58Q: 3 clusters Score -248499.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -248499.671875 Penalty: 2580.110840
	Iteration 59Q: 3 clusters Score -248499.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -248499.671875 Penalty: 2580.110840
	Iteration 60F: 3 clusters Score -248499.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Entering Unmasked Estep 
Score: -309668.000000 Penalty: 1321.564819
	Iteration 0F: 2 clusters Score -309668 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 1741 members 
Entering Unmasked Estep 
Score: -306677.062500 Penalty: 2643.129639
	Iteration 0F: 3 clusters Score -306677.1 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -307369.375000 Penalty: 2643.129639
	Iteration 1F: 3 clusters Score -307369.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -307513.781250 Penalty: 2643.129639
	Iteration 2F: 3 clusters Score -307513.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -307612.031250 Penalty: 2643.129639
	Iteration 3Q: 3 clusters Score -307612 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -307711.156250 Penalty: 2643.129639
	Iteration 4Q: 3 clusters Score -307711.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -307812.406250 Penalty: 2643.129639
	Iteration 5Q: 3 clusters Score -307812.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -307890.000000 Penalty: 2643.129639
	Iteration 6Q: 3 clusters Score -307890 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -307954.218750 Penalty: 2643.129639
	Iteration 7Q: 3 clusters Score -307954.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -308002.906250 Penalty: 2643.129639
	Iteration 8Q: 3 clusters Score -308002.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -308046.968750 Penalty: 2643.129639
	Iteration 9Q: 3 clusters Score -308047 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -308100.312500 Penalty: 2643.129639
	Iteration 10Q: 3 clusters Score -308100.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -308151.281250 Penalty: 2643.129639
	Iteration 11Q: 3 clusters Score -308151.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -308198.031250 Penalty: 2643.129639
	Iteration 12Q: 3 clusters Score -308198 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -308239.156250 Penalty: 2643.129639
	Iteration 13Q: 3 clusters Score -308239.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -308274.937500 Penalty: 2643.129639
	Iteration 14Q: 3 clusters Score -308274.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -308304.937500 Penalty: 2643.129639
	Iteration 15Q: 3 clusters Score -308304.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -308324.906250 Penalty: 2643.129639
	Iteration 16Q: 3 clusters Score -308324.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -308341.906250 Penalty: 2643.129639
	Iteration 17Q: 3 clusters Score -308341.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -308355.812500 Penalty: 2643.129639
	Iteration 18Q: 3 clusters Score -308355.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -308372.031250 Penalty: 2643.129639
	Iteration 19Q: 3 clusters Score -308372 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -308391.500000 Penalty: 2643.129639
	Iteration 20F: 3 clusters Score -308391.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -308406.218750 Penalty: 2643.129639
	Iteration 21Q: 3 clusters Score -308406.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -308416.843750 Penalty: 2643.129639
	Iteration 22Q: 3 clusters Score -308416.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -308425.000000 Penalty: 2643.129639
	Iteration 23Q: 3 clusters Score -308425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -308429.687500 Penalty: 2643.129639
	Iteration 24Q: 3 clusters Score -308429.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -308436.343750 Penalty: 2643.129639
	Iteration 25Q: 3 clusters Score -308436.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -308440.906250 Penalty: 2643.129639
	Iteration 26Q: 3 clusters Score -308440.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -308447.468750 Penalty: 2643.129639
	Iteration 27Q: 3 clusters Score -308447.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -308456.187500 Penalty: 2643.129639
	Iteration 28Q: 3 clusters Score -308456.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -308459.500000 Penalty: 2643.129639
	Iteration 29Q: 3 clusters Score -308459.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -308463.250000 Penalty: 2643.129639
	Iteration 30Q: 3 clusters Score -308463.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -308465.031250 Penalty: 2643.129639
	Iteration 31Q: 3 clusters Score -308465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -308465.406250 Penalty: 2643.129639
	Iteration 32Q: 3 clusters Score -308465.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -308465.406250 Penalty: 2643.129639
	Iteration 33F: 3 clusters Score -308465.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (63549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63549 members 
Entering Unmasked Estep 
Score: -5883400.000000 Penalty: 1797.179565
	Iteration 0F: 2 clusters Score -5883400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -5840852.500000 Penalty: 3594.359131
	Iteration 0F: 3 clusters Score -5840852 nChanged 30040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -5858112.500000 Penalty: 3594.359131
	Iteration 1F: 3 clusters Score -5858112 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -5858671.500000 Penalty: 3594.359131
	Iteration 2Q: 3 clusters Score -5858672 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -5859293.500000 Penalty: 3594.359131
	Iteration 3Q: 3 clusters Score -5859294 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -5859990.000000 Penalty: 3594.359131
	Iteration 4Q: 3 clusters Score -5859990 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -5860960.500000 Penalty: 3594.359131
	Iteration 5Q: 3 clusters Score -5860960 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -5862426.500000 Penalty: 3594.359131
	Iteration 6Q: 3 clusters Score -5862426 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 41209 members 
Entering Unmasked Estep 
Score: -5864578.500000 Penalty: 3594.359131
	Iteration 7F: 3 clusters Score -5864578 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -5867332.500000 Penalty: 3594.359131
	Iteration 8F: 3 clusters Score -5867332 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 48927 members 
Entering Unmasked Estep 
Score: -5870360.000000 Penalty: 3594.359131
	Iteration 9F: 3 clusters Score -5870360 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 52731 members 
Entering Unmasked Estep 
Score: -5873374.000000 Penalty: 3594.359131
	Iteration 10F: 3 clusters Score -5873374 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 56042 members 
Entering Unmasked Estep 
Score: -5876045.000000 Penalty: 3594.359131
	Iteration 11F: 3 clusters Score -5876045 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 58662 members 
Entering Unmasked Estep 
Score: -5878200.500000 Penalty: 3594.359131
	Iteration 12Q: 3 clusters Score -5878200 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 60508 members 
Entering Unmasked Estep 
Score: -5879653.500000 Penalty: 3594.359131
	Iteration 13Q: 3 clusters Score -5879654 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 61689 members 
Entering Unmasked Estep 
Score: -5880594.000000 Penalty: 3594.359131
	Iteration 14Q: 3 clusters Score -5880594 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 62355 members 
Entering Unmasked Estep 
Score: -5881082.000000 Penalty: 3594.359131
	Iteration 15Q: 3 clusters Score -5881082 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 62759 members 
Entering Unmasked Estep 
Score: -5881381.000000 Penalty: 3594.359131
	Iteration 16Q: 3 clusters Score -5881381 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 62957 members 
Entering Unmasked Estep 
Score: -5881522.500000 Penalty: 3594.359131
	Iteration 17Q: 3 clusters Score -5881522 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 63064 members 
Entering Unmasked Estep 
Score: -5881624.000000 Penalty: 3594.359131
	Iteration 18Q: 3 clusters Score -5881624 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 63138 members 
Entering Unmasked Estep 
Score: -5881701.500000 Penalty: 3594.359131
	Iteration 19Q: 3 clusters Score -5881702 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 63180 members 
Entering Unmasked Estep 
Score: -5881741.000000 Penalty: 3594.359131
	Iteration 20F: 3 clusters Score -5881741 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 63199 members 
Entering Unmasked Estep 
Score: -5881757.000000 Penalty: 3594.359131
	Iteration 21Q: 3 clusters Score -5881757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 63218 members 
Entering Unmasked Estep 
Score: -5881777.000000 Penalty: 3594.359131
	Iteration 22Q: 3 clusters Score -5881777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 63233 members 
Entering Unmasked Estep 
Score: -5881800.000000 Penalty: 3594.359131
	Iteration 23Q: 3 clusters Score -5881800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 63241 members 
Entering Unmasked Estep 
Score: -5881814.000000 Penalty: 3594.359131
	Iteration 24Q: 3 clusters Score -5881814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 63249 members 
Entering Unmasked Estep 
Score: -5881814.500000 Penalty: 3594.359131
	Iteration 25Q: 3 clusters Score -5881814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 63252 members 
Entering Unmasked Estep 
Score: -5881833.500000 Penalty: 3594.359131
	Iteration 26Q: 3 clusters Score -5881834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 63259 members 
Entering Unmasked Estep 
Score: -5881838.500000 Penalty: 3594.359131
	Iteration 27Q: 3 clusters Score -5881838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 63258 members 
Entering Unmasked Estep 
Score: -5881848.500000 Penalty: 3594.359131
	Iteration 28Q: 3 clusters Score -5881848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 63262 members 
Entering Unmasked Estep 
Score: -5881853.000000 Penalty: 3594.359131
	Iteration 29Q: 3 clusters Score -5881853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 63265 members 
Entering Unmasked Estep 
Score: -5881859.500000 Penalty: 3594.359131
	Iteration 30Q: 3 clusters Score -5881860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 63266 members 
Entering Unmasked Estep 
Score: -5881856.500000 Penalty: 3594.359131
	Iteration 31Q: 3 clusters Score -5881856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 63267 members 
Entering Unmasked Estep 
Score: -5881861.000000 Penalty: 3594.359131
	Iteration 32Q: 3 clusters Score -5881861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 63269 members 
Entering Unmasked Estep 
Score: -5881864.000000 Penalty: 3594.359131
	Iteration 33Q: 3 clusters Score -5881864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 63270 members 
Entering Unmasked Estep 
Score: -5881861.000000 Penalty: 3594.359131
	Iteration 34Q: 3 clusters Score -5881861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 63269 members 
Entering Unmasked Estep 
Score: -5881864.000000 Penalty: 3594.359131
	Iteration 35Q: 3 clusters Score -5881864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 63268 members 
Entering Unmasked Estep 
Score: -5881865.000000 Penalty: 3594.359131
	Iteration 36Q: 3 clusters Score -5881865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 63269 members 
Entering Unmasked Estep 
Score: -5881865.500000 Penalty: 3594.359131
	Iteration 37Q: 3 clusters Score -5881866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 63269 members 
Entering Unmasked Estep 
Score: -5881865.500000 Penalty: 3594.359131
	Iteration 38F: 3 clusters Score -5881866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Entering Unmasked Estep 
Score: -718997.687500 Penalty: 1475.037231
	Iteration 0F: 2 clusters Score -718997.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -712712.812500 Penalty: 2950.074463
	Iteration 0F: 3 clusters Score -712712.8 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -714936.125000 Penalty: 2950.074463
	Iteration 1F: 3 clusters Score -714936.1 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -715368.187500 Penalty: 2950.074463
	Iteration 2F: 3 clusters Score -715368.2 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -715743.812500 Penalty: 2950.074463
	Iteration 3F: 3 clusters Score -715743.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -716060.312500 Penalty: 2950.074463
	Iteration 4F: 3 clusters Score -716060.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -716337.500000 Penalty: 2950.074463
	Iteration 5F: 3 clusters Score -716337.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -716581.437500 Penalty: 2950.074463
	Iteration 6Q: 3 clusters Score -716581.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -716792.937500 Penalty: 2950.074463
	Iteration 7Q: 3 clusters Score -716792.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -716998.125000 Penalty: 2950.074463
	Iteration 8Q: 3 clusters Score -716998.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -717212.937500 Penalty: 2950.074463
	Iteration 9Q: 3 clusters Score -717212.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -717399.687500 Penalty: 2950.074463
	Iteration 10Q: 3 clusters Score -717399.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -717544.250000 Penalty: 2950.074463
	Iteration 11Q: 3 clusters Score -717544.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -717642.000000 Penalty: 2950.074463
	Iteration 12Q: 3 clusters Score -717642 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -717728.437500 Penalty: 2950.074463
	Iteration 13Q: 3 clusters Score -717728.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -717795.812500 Penalty: 2950.074463
	Iteration 14Q: 3 clusters Score -717795.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -717846.437500 Penalty: 2950.074463
	Iteration 15Q: 3 clusters Score -717846.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -717884.062500 Penalty: 2950.074463
	Iteration 16Q: 3 clusters Score -717884.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -717922.312500 Penalty: 2950.074463
	Iteration 17Q: 3 clusters Score -717922.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -717955.187500 Penalty: 2950.074463
	Iteration 18Q: 3 clusters Score -717955.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -717982.250000 Penalty: 2950.074463
	Iteration 19Q: 3 clusters Score -717982.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -717999.312500 Penalty: 2950.074463
	Iteration 20F: 3 clusters Score -717999.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -718013.375000 Penalty: 2950.074463
	Iteration 21Q: 3 clusters Score -718013.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -718029.250000 Penalty: 2950.074463
	Iteration 22Q: 3 clusters Score -718029.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -718035.812500 Penalty: 2950.074463
	Iteration 23Q: 3 clusters Score -718035.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -718046.000000 Penalty: 2950.074463
	Iteration 24Q: 3 clusters Score -718046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -718056.125000 Penalty: 2950.074463
	Iteration 25Q: 3 clusters Score -718056.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -718070.187500 Penalty: 2950.074463
	Iteration 26Q: 3 clusters Score -718070.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -718078.375000 Penalty: 2950.074463
	Iteration 27Q: 3 clusters Score -718078.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -718085.812500 Penalty: 2950.074463
	Iteration 28Q: 3 clusters Score -718085.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -718092.687500 Penalty: 2950.074463
	Iteration 29Q: 3 clusters Score -718092.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -718097.187500 Penalty: 2950.074463
	Iteration 30Q: 3 clusters Score -718097.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -718103.062500 Penalty: 2950.074463
	Iteration 31Q: 3 clusters Score -718103.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -718108.562500 Penalty: 2950.074463
	Iteration 32Q: 3 clusters Score -718108.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -718112.500000 Penalty: 2950.074463
	Iteration 33Q: 3 clusters Score -718112.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -718117.312500 Penalty: 2950.074463
	Iteration 34Q: 3 clusters Score -718117.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -718122.000000 Penalty: 2950.074463
	Iteration 35Q: 3 clusters Score -718122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -718122.437500 Penalty: 2950.074463
	Iteration 36Q: 3 clusters Score -718122.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -718123.875000 Penalty: 2950.074463
	Iteration 37Q: 3 clusters Score -718123.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -718126.687500 Penalty: 2950.074463
	Iteration 38Q: 3 clusters Score -718126.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -718129.000000 Penalty: 2950.074463
	Iteration 39Q: 3 clusters Score -718129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -718128.562500 Penalty: 2950.074463
	Iteration 40F: 3 clusters Score -718128.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -718132.000000 Penalty: 2950.074463
	Iteration 41Q: 3 clusters Score -718132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -718133.625000 Penalty: 2950.074463
	Iteration 42Q: 3 clusters Score -718133.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -718134.500000 Penalty: 2950.074463
	Iteration 43Q: 3 clusters Score -718134.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -718134.812500 Penalty: 2950.074463
	Iteration 44Q: 3 clusters Score -718134.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -718137.375000 Penalty: 2950.074463
	Iteration 45Q: 3 clusters Score -718137.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -718135.625000 Penalty: 2950.074463
	Iteration 46Q: 3 clusters Score -718135.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -718138.562500 Penalty: 2950.074463
	Iteration 47Q: 3 clusters Score -718138.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -718139.187500 Penalty: 2950.074463
	Iteration 48Q: 3 clusters Score -718139.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -718140.750000 Penalty: 2950.074463
	Iteration 49Q: 3 clusters Score -718140.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -718142.562500 Penalty: 2950.074463
	Iteration 50Q: 3 clusters Score -718142.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -718142.062500 Penalty: 2950.074463
	Iteration 51Q: 3 clusters Score -718142.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -718143.750000 Penalty: 2950.074463
	Iteration 52Q: 3 clusters Score -718143.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -718146.875000 Penalty: 2950.074463
	Iteration 53Q: 3 clusters Score -718146.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -718148.625000 Penalty: 2950.074463
	Iteration 54Q: 3 clusters Score -718148.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -718147.500000 Penalty: 2950.074463
	Iteration 55Q: 3 clusters Score -718147.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -718147.937500 Penalty: 2950.074463
	Iteration 56Q: 3 clusters Score -718147.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -718150.187500 Penalty: 2950.074463
	Iteration 57Q: 3 clusters Score -718150.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -718151.125000 Penalty: 2950.074463
	Iteration 58Q: 3 clusters Score -718151.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -718153.062500 Penalty: 2950.074463
	Iteration 59Q: 3 clusters Score -718153.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -718154.312500 Penalty: 2950.074463
	Iteration 60F: 3 clusters Score -718154.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -718156.000000 Penalty: 2950.074463
	Iteration 61Q: 3 clusters Score -718156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -718154.812500 Penalty: 2950.074463
	Iteration 62Q: 3 clusters Score -718154.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -718154.937500 Penalty: 2950.074463
	Iteration 63Q: 3 clusters Score -718154.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -718156.625000 Penalty: 2950.074463
	Iteration 64Q: 3 clusters Score -718156.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -718157.875000 Penalty: 2950.074463
	Iteration 65Q: 3 clusters Score -718157.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -718157.562500 Penalty: 2950.074463
	Iteration 66Q: 3 clusters Score -718157.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -718158.250000 Penalty: 2950.074463
	Iteration 67Q: 3 clusters Score -718158.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -718159.562500 Penalty: 2950.074463
	Iteration 68Q: 3 clusters Score -718159.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -718159.875000 Penalty: 2950.074463
	Iteration 69Q: 3 clusters Score -718159.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -718161.187500 Penalty: 2950.074463
	Iteration 70Q: 3 clusters Score -718161.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -718161.062500 Penalty: 2950.074463
	Iteration 71Q: 3 clusters Score -718161.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -718161.125000 Penalty: 2950.074463
	Iteration 72Q: 3 clusters Score -718161.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -718162.062500 Penalty: 2950.074463
	Iteration 73Q: 3 clusters Score -718162.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -718162.062500 Penalty: 2950.074463
	Iteration 74F: 3 clusters Score -718162.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -57968.210938 Penalty: 1055.234985
	Iteration 0F: 2 clusters Score -57968.21 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 328 members 
Entering Unmasked Estep 
Score: -56767.261719 Penalty: 2110.469971
	Iteration 0F: 3 clusters Score -56767.26 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -56946.441406 Penalty: 2110.469971
	Iteration 1F: 3 clusters Score -56946.44 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -56982.167969 Penalty: 2110.469971
	Iteration 2F: 3 clusters Score -56982.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -56999.324219 Penalty: 2110.469971
	Iteration 3Q: 3 clusters Score -56999.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -57006.023438 Penalty: 2110.469971
	Iteration 4Q: 3 clusters Score -57006.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -57009.601562 Penalty: 2110.469971
	Iteration 5Q: 3 clusters Score -57009.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -57017.269531 Penalty: 2110.469971
	Iteration 6Q: 3 clusters Score -57017.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -57021.136719 Penalty: 2110.469971
	Iteration 7Q: 3 clusters Score -57021.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -57022.910156 Penalty: 2110.469971
	Iteration 8Q: 3 clusters Score -57022.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -57024.550781 Penalty: 2110.469971
	Iteration 9Q: 3 clusters Score -57024.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -57024.550781 Penalty: 2110.469971
	Iteration 10F: 3 clusters Score -57024.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -179972.718750 Penalty: 1239.000610
	Iteration 0F: 2 clusters Score -179972.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -177886.031250 Penalty: 2478.001221
	Iteration 0F: 3 clusters Score -177886 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -178358.359375 Penalty: 2478.001221
	Iteration 1F: 3 clusters Score -178358.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -178465.187500 Penalty: 2478.001221
	Iteration 2F: 3 clusters Score -178465.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -178524.078125 Penalty: 2478.001221
	Iteration 3Q: 3 clusters Score -178524.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -178558.906250 Penalty: 2478.001221
	Iteration 4Q: 3 clusters Score -178558.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -178578.562500 Penalty: 2478.001221
	Iteration 5Q: 3 clusters Score -178578.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -178593.484375 Penalty: 2478.001221
	Iteration 6Q: 3 clusters Score -178593.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -178609.296875 Penalty: 2478.001221
	Iteration 7Q: 3 clusters Score -178609.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -178622.953125 Penalty: 2478.001221
	Iteration 8Q: 3 clusters Score -178623 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -178634.859375 Penalty: 2478.001221
	Iteration 9Q: 3 clusters Score -178634.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -178645.609375 Penalty: 2478.001221
	Iteration 10Q: 3 clusters Score -178645.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -178655.234375 Penalty: 2478.001221
	Iteration 11Q: 3 clusters Score -178655.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -178660.093750 Penalty: 2478.001221
	Iteration 12Q: 3 clusters Score -178660.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -178663.703125 Penalty: 2478.001221
	Iteration 13Q: 3 clusters Score -178663.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -178667.906250 Penalty: 2478.001221
	Iteration 14Q: 3 clusters Score -178667.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -178673.156250 Penalty: 2478.001221
	Iteration 15Q: 3 clusters Score -178673.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -178680.937500 Penalty: 2478.001221
	Iteration 16Q: 3 clusters Score -178680.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -178690.640625 Penalty: 2478.001221
	Iteration 17Q: 3 clusters Score -178690.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -178700.250000 Penalty: 2478.001221
	Iteration 18Q: 3 clusters Score -178700.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -178706.296875 Penalty: 2478.001221
	Iteration 19Q: 3 clusters Score -178706.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -178711.734375 Penalty: 2478.001221
	Iteration 20F: 3 clusters Score -178711.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -178717.375000 Penalty: 2478.001221
	Iteration 21Q: 3 clusters Score -178717.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -178725.562500 Penalty: 2478.001221
	Iteration 22Q: 3 clusters Score -178725.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -178735.468750 Penalty: 2478.001221
	Iteration 23Q: 3 clusters Score -178735.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -178741.593750 Penalty: 2478.001221
	Iteration 24Q: 3 clusters Score -178741.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -178744.359375 Penalty: 2478.001221
	Iteration 25Q: 3 clusters Score -178744.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -178747.140625 Penalty: 2478.001221
	Iteration 26Q: 3 clusters Score -178747.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -178750.234375 Penalty: 2478.001221
	Iteration 27Q: 3 clusters Score -178750.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -178753.468750 Penalty: 2478.001221
	Iteration 28Q: 3 clusters Score -178753.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -178755.828125 Penalty: 2478.001221
	Iteration 29Q: 3 clusters Score -178755.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -178757.859375 Penalty: 2478.001221
	Iteration 30Q: 3 clusters Score -178757.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -178759.812500 Penalty: 2478.001221
	Iteration 31Q: 3 clusters Score -178759.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -178760.531250 Penalty: 2478.001221
	Iteration 32Q: 3 clusters Score -178760.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -178761.140625 Penalty: 2478.001221
	Iteration 33Q: 3 clusters Score -178761.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -178762.328125 Penalty: 2478.001221
	Iteration 34Q: 3 clusters Score -178762.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -178764.187500 Penalty: 2478.001221
	Iteration 35Q: 3 clusters Score -178764.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -178766.359375 Penalty: 2478.001221
	Iteration 36Q: 3 clusters Score -178766.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -178766.359375 Penalty: 2478.001221
	Iteration 37F: 3 clusters Score -178766.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (4052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Entering Unmasked Estep 
Score: -359846.843750 Penalty: 1349.881958
	Iteration 0F: 2 clusters Score -359846.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -356429.843750 Penalty: 2699.763916
	Iteration 0F: 3 clusters Score -356429.8 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -357434.062500 Penalty: 2699.763916
	Iteration 1F: 3 clusters Score -357434.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -357677.093750 Penalty: 2699.763916
	Iteration 2F: 3 clusters Score -357677.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -357881.468750 Penalty: 2699.763916
	Iteration 3F: 3 clusters Score -357881.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -358059.312500 Penalty: 2699.763916
	Iteration 4F: 3 clusters Score -358059.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -358245.406250 Penalty: 2699.763916
	Iteration 5F: 3 clusters Score -358245.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -358425.000000 Penalty: 2699.763916
	Iteration 6F: 3 clusters Score -358425 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -358606.187500 Penalty: 2699.763916
	Iteration 7F: 3 clusters Score -358606.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -358778.468750 Penalty: 2699.763916
	Iteration 8Q: 3 clusters Score -358778.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -358926.656250 Penalty: 2699.763916
	Iteration 9Q: 3 clusters Score -358926.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -359057.750000 Penalty: 2699.763916
	Iteration 10Q: 3 clusters Score -359057.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -359158.687500 Penalty: 2699.763916
	Iteration 11Q: 3 clusters Score -359158.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -359221.625000 Penalty: 2699.763916
	Iteration 12Q: 3 clusters Score -359221.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -359260.875000 Penalty: 2699.763916
	Iteration 13Q: 3 clusters Score -359260.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -359283.937500 Penalty: 2699.763916
	Iteration 14Q: 3 clusters Score -359283.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -359296.718750 Penalty: 2699.763916
	Iteration 15Q: 3 clusters Score -359296.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -359304.437500 Penalty: 2699.763916
	Iteration 16Q: 3 clusters Score -359304.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -359308.250000 Penalty: 2699.763916
	Iteration 17Q: 3 clusters Score -359308.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -359309.312500 Penalty: 2699.763916
	Iteration 18Q: 3 clusters Score -359309.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -359309.562500 Penalty: 2699.763916
	Iteration 19Q: 3 clusters Score -359309.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -359309.531250 Penalty: 2699.763916
	Iteration 20F: 3 clusters Score -359309.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Entering Unmasked Estep 
Score: -95228.914062 Penalty: 1164.768921
	Iteration 0F: 2 clusters Score -95228.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -93600.523438 Penalty: 2329.537842
	Iteration 0F: 3 clusters Score -93600.52 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -93927.468750 Penalty: 2329.537842
	Iteration 1F: 3 clusters Score -93927.47 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -94045.992188 Penalty: 2329.537842
	Iteration 2F: 3 clusters Score -94045.99 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -94102.820312 Penalty: 2329.537842
	Iteration 3Q: 3 clusters Score -94102.82 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -94154.812500 Penalty: 2329.537842
	Iteration 4Q: 3 clusters Score -94154.81 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -94202.992188 Penalty: 2329.537842
	Iteration 5Q: 3 clusters Score -94202.99 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -94256.445312 Penalty: 2329.537842
	Iteration 6Q: 3 clusters Score -94256.45 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -94306.992188 Penalty: 2329.537842
	Iteration 7Q: 3 clusters Score -94306.99 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -94351.632812 Penalty: 2329.537842
	Iteration 8Q: 3 clusters Score -94351.63 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -94386.578125 Penalty: 2329.537842
	Iteration 9Q: 3 clusters Score -94386.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -94406.054688 Penalty: 2329.537842
	Iteration 10Q: 3 clusters Score -94406.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -94428.328125 Penalty: 2329.537842
	Iteration 11Q: 3 clusters Score -94428.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -94440.242188 Penalty: 2329.537842
	Iteration 12Q: 3 clusters Score -94440.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -94452.007812 Penalty: 2329.537842
	Iteration 13Q: 3 clusters Score -94452.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -94461.460938 Penalty: 2329.537842
	Iteration 14Q: 3 clusters Score -94461.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -94471.125000 Penalty: 2329.537842
	Iteration 15Q: 3 clusters Score -94471.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -94483.210938 Penalty: 2329.537842
	Iteration 16Q: 3 clusters Score -94483.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -94495.632812 Penalty: 2329.537842
	Iteration 17Q: 3 clusters Score -94495.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -94502.671875 Penalty: 2329.537842
	Iteration 18Q: 3 clusters Score -94502.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -94507.117188 Penalty: 2329.537842
	Iteration 19Q: 3 clusters Score -94507.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -94511.492188 Penalty: 2329.537842
	Iteration 20F: 3 clusters Score -94511.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -94518.328125 Penalty: 2329.537842
	Iteration 21Q: 3 clusters Score -94518.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -94519.750000 Penalty: 2329.537842
	Iteration 22Q: 3 clusters Score -94519.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -94519.750000 Penalty: 2329.537842
	Iteration 23F: 3 clusters Score -94519.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Entering Unmasked Estep 
Score: -147995.312500 Penalty: 1207.297119
	Iteration 0F: 2 clusters Score -147995.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -146080.656250 Penalty: 2414.594238
	Iteration 0F: 3 clusters Score -146080.7 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -146498.593750 Penalty: 2414.594238
	Iteration 1F: 3 clusters Score -146498.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -146616.453125 Penalty: 2414.594238
	Iteration 2F: 3 clusters Score -146616.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -146687.875000 Penalty: 2414.594238
	Iteration 3F: 3 clusters Score -146687.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -146744.828125 Penalty: 2414.594238
	Iteration 4Q: 3 clusters Score -146744.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -146788.468750 Penalty: 2414.594238
	Iteration 5Q: 3 clusters Score -146788.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -146822.890625 Penalty: 2414.594238
	Iteration 6Q: 3 clusters Score -146822.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -146853.343750 Penalty: 2414.594238
	Iteration 7Q: 3 clusters Score -146853.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -146876.765625 Penalty: 2414.594238
	Iteration 8Q: 3 clusters Score -146876.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -146895.906250 Penalty: 2414.594238
	Iteration 9Q: 3 clusters Score -146895.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -146913.937500 Penalty: 2414.594238
	Iteration 10Q: 3 clusters Score -146913.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -146929.890625 Penalty: 2414.594238
	Iteration 11Q: 3 clusters Score -146929.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -146939.828125 Penalty: 2414.594238
	Iteration 12Q: 3 clusters Score -146939.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -146947.828125 Penalty: 2414.594238
	Iteration 13Q: 3 clusters Score -146947.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -146949.953125 Penalty: 2414.594238
	Iteration 14Q: 3 clusters Score -146950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -146951.937500 Penalty: 2414.594238
	Iteration 15Q: 3 clusters Score -146951.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -146952.968750 Penalty: 2414.594238
	Iteration 16Q: 3 clusters Score -146953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -146954.093750 Penalty: 2414.594238
	Iteration 17Q: 3 clusters Score -146954.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -146956.515625 Penalty: 2414.594238
	Iteration 18Q: 3 clusters Score -146956.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -146957.906250 Penalty: 2414.594238
	Iteration 19Q: 3 clusters Score -146957.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -146959.968750 Penalty: 2414.594238
	Iteration 20F: 3 clusters Score -146960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -146964.031250 Penalty: 2414.594238
	Iteration 21Q: 3 clusters Score -146964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -146967.515625 Penalty: 2414.594238
	Iteration 22Q: 3 clusters Score -146967.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -146968.531250 Penalty: 2414.594238
	Iteration 23Q: 3 clusters Score -146968.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -146968.812500 Penalty: 2414.594238
	Iteration 24Q: 3 clusters Score -146968.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -146969.921875 Penalty: 2414.594238
	Iteration 25Q: 3 clusters Score -146969.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -146970.875000 Penalty: 2414.594238
	Iteration 26Q: 3 clusters Score -146970.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -146970.875000 Penalty: 2414.594238
	Iteration 27F: 3 clusters Score -146970.9 nChanged 0
--- Evaluating fit on full set of 2874988 points ---
Entering Unmasked Estep 
Score: -254858752.000000 Penalty: 115998.164062
21->49 Clusters: Score -254858752.000000, best is -254833632.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 958329 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45894 members 
Mstep: Class 2 contains 45268 members 
Mstep: Class 3 contains 45578 members 
Mstep: Class 4 contains 45618 members 
Mstep: Class 5 contains 45841 members 
Mstep: Class 6 contains 45470 members 
Mstep: Class 7 contains 45391 members 
Mstep: Class 8 contains 46106 members 
Mstep: Class 9 contains 45722 members 
Mstep: Class 10 contains 45260 members 
Mstep: Class 11 contains 45971 members 
Mstep: Class 12 contains 45893 members 
Mstep: Class 13 contains 45699 members 
Mstep: Class 14 contains 45387 members 
Mstep: Class 15 contains 45690 members 
Mstep: Class 16 contains 45443 members 
Mstep: Class 17 contains 45680 members 
Mstep: Class 18 contains 45704 members 
Mstep: Class 19 contains 45537 members 
Mstep: Class 20 contains 45482 members 
Mstep: Class 21 contains 45695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 723.187195 but Gain 2238.105469
Score: -78637688.000000 Penalty: 44762.074219
Iteration 0F: 21 clusters Score -7.863769e+07 nChanged 907056
Entering Unmasked Mstep 
Mstep: Class 0 contains 676 members 
Mstep: Class 1 contains 65026 members 
Mstep: Class 2 contains 26279 members 
Mstep: Class 3 contains 49857 members 
Mstep: Class 4 contains 49254 members 
Mstep: Class 5 contains 61456 members 
Mstep: Class 6 contains 35744 members 
Mstep: Class 7 contains 32564 members 
Mstep: Class 8 contains 47239 members 
Mstep: Class 9 contains 30061 members 
Mstep: Class 10 contains 26226 members 
Mstep: Class 11 contains 33991 members 
Mstep: Class 12 contains 27936 members 
Mstep: Class 13 contains 57808 members 
Mstep: Class 15 contains 60633 members 
Mstep: Class 16 contains 56711 members 
Mstep: Class 17 contains 39172 members 
Mstep: Class 18 contains 145407 members 
Mstep: Class 19 contains 27015 members 
Mstep: Class 20 contains 28621 members 
Mstep: Class 21 contains 56653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81978080.000000 Penalty: 44762.074219
Iteration 1F: 21 clusters Score -8.197808e+07 nChanged 364146
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 63977 members 
Mstep: Class 2 contains 16828 members 
Mstep: Class 3 contains 63802 members 
Mstep: Class 4 contains 36332 members 
Mstep: Class 5 contains 60512 members 
Mstep: Class 6 contains 29790 members 
Mstep: Class 7 contains 23998 members 
Mstep: Class 8 contains 30135 members 
Mstep: Class 9 contains 26394 members 
Mstep: Class 10 contains 23556 members 
Mstep: Class 11 contains 23754 members 
Mstep: Class 12 contains 18491 members 
Mstep: Class 13 contains 57564 members 
Mstep: Class 15 contains 56498 members 
Mstep: Class 16 contains 65359 members 
Mstep: Class 17 contains 27504 members 
Mstep: Class 18 contains 238979 members 
Mstep: Class 19 contains 25289 members 
Mstep: Class 20 contains 18197 members 
Mstep: Class 21 contains 51249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -82753888.000000 Penalty: 44762.074219
Iteration 2F: 21 clusters Score -8.275389e+07 nChanged 254341
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 49011 members 
Mstep: Class 2 contains 10263 members 
Mstep: Class 3 contains 60619 members 
Mstep: Class 4 contains 25778 members 
Mstep: Class 5 contains 63348 members 
Mstep: Class 6 contains 30959 members 
Mstep: Class 7 contains 20265 members 
Mstep: Class 8 contains 23156 members 
Mstep: Class 9 contains 22886 members 
Mstep: Class 10 contains 19967 members 
Mstep: Class 11 contains 25717 members 
Mstep: Class 12 contains 15049 members 
Mstep: Class 13 contains 65443 members 
Mstep: Class 15 contains 69025 members 
Mstep: Class 16 contains 56824 members 
Mstep: Class 17 contains 20600 members 
Mstep: Class 18 contains 277416 members 
Mstep: Class 19 contains 27485 members 
Mstep: Class 20 contains 12414 members 
Mstep: Class 21 contains 62058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83165680.000000 Penalty: 44762.074219
Iteration 3F: 21 clusters Score -8.316568e+07 nChanged 198115
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 37675 members 
Mstep: Class 2 contains 6410 members 
Mstep: Class 3 contains 57516 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 66049 members 
Mstep: Class 6 contains 33006 members 
Mstep: Class 7 contains 17687 members 
Mstep: Class 8 contains 20025 members 
Mstep: Class 9 contains 18502 members 
Mstep: Class 10 contains 17527 members 
Mstep: Class 11 contains 28904 members 
Mstep: Class 12 contains 13935 members 
Mstep: Class 13 contains 78628 members 
Mstep: Class 15 contains 92716 members 
Mstep: Class 16 contains 49338 members 
Mstep: Class 17 contains 17078 members 
Mstep: Class 18 contains 277681 members 
Mstep: Class 19 contains 30168 members 
Mstep: Class 20 contains 10120 members 
Mstep: Class 21 contains 68494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83469416.000000 Penalty: 44762.074219
Iteration 4F: 21 clusters Score -8.346942e+07 nChanged 154639
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 4759 members 
Mstep: Class 3 contains 59779 members 
Mstep: Class 4 contains 10539 members 
Mstep: Class 5 contains 68744 members 
Mstep: Class 6 contains 35709 members 
Mstep: Class 7 contains 16072 members 
Mstep: Class 8 contains 16530 members 
Mstep: Class 9 contains 15627 members 
Mstep: Class 10 contains 16017 members 
Mstep: Class 11 contains 29237 members 
Mstep: Class 12 contains 14277 members 
Mstep: Class 13 contains 93483 members 
Mstep: Class 15 contains 112696 members 
Mstep: Class 16 contains 44407 members 
Mstep: Class 17 contains 14696 members 
Mstep: Class 18 contains 262939 members 
Mstep: Class 19 contains 32158 members 
Mstep: Class 20 contains 9299 members 
Mstep: Class 21 contains 68381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83674560.000000 Penalty: 44762.074219
Iteration 5F: 21 clusters Score -8.367456e+07 nChanged 120830
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 66007 members 
Mstep: Class 4 contains 6897 members 
Mstep: Class 5 contains 70376 members 
Mstep: Class 6 contains 39142 members 
Mstep: Class 7 contains 15286 members 
Mstep: Class 8 contains 12768 members 
Mstep: Class 9 contains 14135 members 
Mstep: Class 10 contains 15280 members 
Mstep: Class 11 contains 27357 members 
Mstep: Class 12 contains 14611 members 
Mstep: Class 13 contains 109397 members 
Mstep: Class 15 contains 120246 members 
Mstep: Class 16 contains 42977 members 
Mstep: Class 17 contains 13335 members 
Mstep: Class 18 contains 245960 members 
Mstep: Class 19 contains 32803 members 
Mstep: Class 20 contains 8976 members 
Mstep: Class 21 contains 64332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83813208.000000 Penalty: 44762.074219
Iteration 6F: 21 clusters Score -8.381321e+07 nChanged 100930
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 4344 members 
Mstep: Class 3 contains 73892 members 
Mstep: Class 4 contains 5415 members 
Mstep: Class 5 contains 70654 members 
Mstep: Class 6 contains 42756 members 
Mstep: Class 7 contains 15042 members 
Mstep: Class 8 contains 9731 members 
Mstep: Class 9 contains 12970 members 
Mstep: Class 10 contains 14839 members 
Mstep: Class 11 contains 25220 members 
Mstep: Class 12 contains 14244 members 
Mstep: Class 13 contains 125931 members 
Mstep: Class 15 contains 120873 members 
Mstep: Class 16 contains 43163 members 
Mstep: Class 17 contains 12813 members 
Mstep: Class 18 contains 228272 members 
Mstep: Class 19 contains 32544 members 
Mstep: Class 20 contains 8960 members 
Mstep: Class 21 contains 56360 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 7F: 21 clusters Score -8.393015e+07 nChanged 86247
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 50338 members 
Mstep: Class 2 contains 4942 members 
Mstep: Class 3 contains 82967 members 
Mstep: Class 4 contains 5247 members 
Mstep: Class 5 contains 68352 members 
Mstep: Class 6 contains 47353 members 
Mstep: Class 7 contains 15218 members 
Mstep: Class 8 contains 7588 members 
Mstep: Class 9 contains 11844 members 
Mstep: Class 10 contains 14545 members 
Mstep: Class 11 contains 23261 members 
Mstep: Class 12 contains 13220 members 
Mstep: Class 13 contains 137924 members 
Mstep: Class 15 contains 122622 members 
Mstep: Class 16 contains 43279 members 
Mstep: Class 17 contains 12559 members 
Mstep: Class 18 contains 211920 members 
Mstep: Class 19 contains 31892 members 
Mstep: Class 20 contains 9190 members 
Mstep: Class 21 contains 44055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84032600.000000 Penalty: 44762.074219
Iteration 8F: 21 clusters Score -8.40326e+07 nChanged 74152
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 63608 members 
Mstep: Class 2 contains 5853 members 
Mstep: Class 3 contains 93095 members 
Mstep: Class 4 contains 5642 members 
Mstep: Class 5 contains 63164 members 
Mstep: Class 6 contains 53520 members 
Mstep: Class 7 contains 15704 members 
Mstep: Class 8 contains 6134 members 
Mstep: Class 9 contains 10671 members 
Mstep: Class 10 contains 14072 members 
Mstep: Class 11 contains 21725 members 
Mstep: Class 12 contains 11957 members 
Mstep: Class 13 contains 144775 members 
Mstep: Class 15 contains 125587 members 
Mstep: Class 16 contains 43107 members 
Mstep: Class 17 contains 12373 members 
Mstep: Class 18 contains 197820 members 
Mstep: Class 19 contains 31413 members 
Mstep: Class 20 contains 9422 members 
Mstep: Class 21 contains 28675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84106760.000000 Penalty: 44762.074219
Iteration 9F: 21 clusters Score -8.410676e+07 nChanged 61206
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 77674 members 
Mstep: Class 2 contains 6694 members 
Mstep: Class 3 contains 103497 members 
Mstep: Class 4 contains 6321 members 
Mstep: Class 5 contains 57413 members 
Mstep: Class 6 contains 57554 members 
Mstep: Class 7 contains 16318 members 
Mstep: Class 8 contains 5364 members 
Mstep: Class 9 contains 9626 members 
Mstep: Class 10 contains 13376 members 
Mstep: Class 11 contains 20527 members 
Mstep: Class 12 contains 10681 members 
Mstep: Class 13 contains 148766 members 
Mstep: Class 15 contains 127930 members 
Mstep: Class 16 contains 42593 members 
Mstep: Class 17 contains 12160 members 
Mstep: Class 18 contains 186310 members 
Mstep: Class 19 contains 30739 members 
Mstep: Class 20 contains 9880 members 
Mstep: Class 21 contains 14894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84164880.000000 Penalty: 44762.074219
Iteration 10F: 21 clusters Score -8.416488e+07 nChanged 46684
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 88386 members 
Mstep: Class 2 contains 7337 members 
Mstep: Class 3 contains 113888 members 
Mstep: Class 4 contains 7022 members 
Mstep: Class 5 contains 51409 members 
Mstep: Class 6 contains 58465 members 
Mstep: Class 7 contains 17019 members 
Mstep: Class 8 contains 4706 members 
Mstep: Class 9 contains 8831 members 
Mstep: Class 10 contains 12520 members 
Mstep: Class 11 contains 19503 members 
Mstep: Class 12 contains 9795 members 
Mstep: Class 13 contains 151128 members 
Mstep: Class 15 contains 129637 members 
Mstep: Class 16 contains 41731 members 
Mstep: Class 17 contains 11970 members 
Mstep: Class 18 contains 177281 members 
Mstep: Class 19 contains 29835 members 
Mstep: Class 20 contains 10400 members 
Mstep: Class 21 contains 7454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203120.000000 Penalty: 44762.074219
Iteration 11Q: 21 clusters Score -8.420312e+07 nChanged 35561
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 93934 members 
Mstep: Class 2 contains 7993 members 
Mstep: Class 3 contains 123984 members 
Mstep: Class 4 contains 7696 members 
Mstep: Class 5 contains 45725 members 
Mstep: Class 6 contains 58429 members 
Mstep: Class 7 contains 17710 members 
Mstep: Class 8 contains 4112 members 
Mstep: Class 9 contains 8112 members 
Mstep: Class 10 contains 11666 members 
Mstep: Class 11 contains 18547 members 
Mstep: Class 12 contains 9334 members 
Mstep: Class 13 contains 152482 members 
Mstep: Class 15 contains 131053 members 
Mstep: Class 16 contains 40529 members 
Mstep: Class 17 contains 11831 members 
Mstep: Class 18 contains 170778 members 
Mstep: Class 19 contains 28794 members 
Mstep: Class 20 contains 10742 members 
Mstep: Class 21 contains 4865 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 12Q: 21 clusters Score -8.422686e+07 nChanged 28827
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 96996 members 
Mstep: Class 2 contains 8913 members 
Mstep: Class 3 contains 133239 members 
Mstep: Class 4 contains 8132 members 
Mstep: Class 5 contains 40666 members 
Mstep: Class 6 contains 58409 members 
Mstep: Class 7 contains 18298 members 
Mstep: Class 8 contains 3642 members 
Mstep: Class 9 contains 7558 members 
Mstep: Class 10 contains 10800 members 
Mstep: Class 11 contains 17650 members 
Mstep: Class 12 contains 9112 members 
Mstep: Class 13 contains 153064 members 
Mstep: Class 15 contains 132170 members 
Mstep: Class 16 contains 39154 members 
Mstep: Class 17 contains 11692 members 
Mstep: Class 18 contains 166657 members 
Mstep: Class 19 contains 27881 members 
Mstep: Class 20 contains 10928 members 
Mstep: Class 21 contains 3355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84245504.000000 Penalty: 44762.074219
Iteration 13Q: 21 clusters Score -8.42455e+07 nChanged 23579
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 98542 members 
Mstep: Class 2 contains 9968 members 
Mstep: Class 3 contains 141270 members 
Mstep: Class 4 contains 8396 members 
Mstep: Class 5 contains 36307 members 
Mstep: Class 6 contains 58331 members 
Mstep: Class 7 contains 18783 members 
Mstep: Class 8 contains 3327 members 
Mstep: Class 9 contains 7114 members 
Mstep: Class 10 contains 9870 members 
Mstep: Class 11 contains 16793 members 
Mstep: Class 12 contains 9064 members 
Mstep: Class 13 contains 153135 members 
Mstep: Class 15 contains 133001 members 
Mstep: Class 16 contains 38008 members 
Mstep: Class 17 contains 11624 members 
Mstep: Class 18 contains 164174 members 
Mstep: Class 19 contains 27165 members 
Mstep: Class 20 contains 11015 members 
Mstep: Class 21 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84262280.000000 Penalty: 44762.074219
Iteration 14Q: 21 clusters Score -8.426228e+07 nChanged 19605
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 99322 members 
Mstep: Class 2 contains 11036 members 
Mstep: Class 3 contains 148395 members 
Mstep: Class 4 contains 8536 members 
Mstep: Class 5 contains 32569 members 
Mstep: Class 6 contains 58276 members 
Mstep: Class 7 contains 19138 members 
Mstep: Class 8 contains 3113 members 
Mstep: Class 9 contains 6758 members 
Mstep: Class 10 contains 8997 members 
Mstep: Class 11 contains 16066 members 
Mstep: Class 12 contains 9073 members 
Mstep: Class 13 contains 152808 members 
Mstep: Class 15 contains 133533 members 
Mstep: Class 16 contains 37797 members 
Mstep: Class 17 contains 11456 members 
Mstep: Class 18 contains 161821 members 
Mstep: Class 19 contains 26663 members 
Mstep: Class 20 contains 11045 members 
Mstep: Class 21 contains 1913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84270600.000000 Penalty: 44762.074219
Iteration 15Q: 21 clusters Score -8.42706e+07 nChanged 16091
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 99721 members 
Mstep: Class 2 contains 12004 members 
Mstep: Class 3 contains 154574 members 
Mstep: Class 4 contains 8606 members 
Mstep: Class 5 contains 29770 members 
Mstep: Class 6 contains 58251 members 
Mstep: Class 7 contains 19420 members 
Mstep: Class 8 contains 2908 members 
Mstep: Class 9 contains 6541 members 
Mstep: Class 10 contains 8178 members 
Mstep: Class 11 contains 15523 members 
Mstep: Class 12 contains 9121 members 
Mstep: Class 13 contains 152266 members 
Mstep: Class 15 contains 133627 members 
Mstep: Class 16 contains 37732 members 
Mstep: Class 17 contains 11216 members 
Mstep: Class 18 contains 159940 members 
Mstep: Class 19 contains 26230 members 
Mstep: Class 20 contains 11059 members 
Mstep: Class 21 contains 1628 members 
Entering Unmasked Estep 
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Iteration 16Q: 21 clusters Score -8.427687e+07 nChanged 13670
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 99891 members 
Mstep: Class 2 contains 12843 members 
Mstep: Class 3 contains 159868 members 
Mstep: Class 4 contains 8642 members 
Mstep: Class 5 contains 27500 members 
Mstep: Class 6 contains 58258 members 
Mstep: Class 7 contains 19608 members 
Mstep: Class 8 contains 2719 members 
Mstep: Class 9 contains 6627 members 
Mstep: Class 10 contains 7511 members 
Mstep: Class 11 contains 15112 members 
Mstep: Class 12 contains 9182 members 
Mstep: Class 13 contains 151617 members 
Mstep: Class 15 contains 133451 members 
Mstep: Class 16 contains 37794 members 
Mstep: Class 17 contains 10873 members 
Mstep: Class 18 contains 158435 members 
Mstep: Class 19 contains 25859 members 
Mstep: Class 20 contains 11030 members 
Mstep: Class 21 contains 1495 members 
Entering Unmasked Estep 
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Iteration 17Q: 21 clusters Score -8.428158e+07 nChanged 11629
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 99908 members 
Mstep: Class 2 contains 13477 members 
Mstep: Class 3 contains 164403 members 
Mstep: Class 4 contains 8687 members 
Mstep: Class 5 contains 25652 members 
Mstep: Class 6 contains 58284 members 
Mstep: Class 7 contains 19690 members 
Mstep: Class 8 contains 2553 members 
Mstep: Class 9 contains 6954 members 
Mstep: Class 10 contains 6976 members 
Mstep: Class 11 contains 14836 members 
Mstep: Class 12 contains 9244 members 
Mstep: Class 13 contains 150864 members 
Mstep: Class 15 contains 133185 members 
Mstep: Class 16 contains 37909 members 
Mstep: Class 17 contains 10457 members 
Mstep: Class 18 contains 157204 members 
Mstep: Class 19 contains 25579 members 
Mstep: Class 20 contains 11014 members 
Mstep: Class 21 contains 1439 members 
Entering Unmasked Estep 
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Iteration 18Q: 21 clusters Score -8.428502e+07 nChanged 9932
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 99860 members 
Mstep: Class 2 contains 13955 members 
Mstep: Class 3 contains 168113 members 
Mstep: Class 4 contains 8762 members 
Mstep: Class 5 contains 24123 members 
Mstep: Class 6 contains 58342 members 
Mstep: Class 7 contains 19769 members 
Mstep: Class 8 contains 2396 members 
Mstep: Class 9 contains 7491 members 
Mstep: Class 10 contains 6572 members 
Mstep: Class 11 contains 14634 members 
Mstep: Class 12 contains 9301 members 
Mstep: Class 13 contains 150117 members 
Mstep: Class 15 contains 132844 members 
Mstep: Class 16 contains 38107 members 
Mstep: Class 17 contains 9983 members 
Mstep: Class 18 contains 156235 members 
Mstep: Class 19 contains 25339 members 
Mstep: Class 20 contains 10955 members 
Mstep: Class 21 contains 1417 members 
Entering Unmasked Estep 
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Iteration 19Q: 21 clusters Score -8.428729e+07 nChanged 8298
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 99803 members 
Mstep: Class 2 contains 14343 members 
Mstep: Class 3 contains 171154 members 
Mstep: Class 4 contains 8898 members 
Mstep: Class 5 contains 22811 members 
Mstep: Class 6 contains 58369 members 
Mstep: Class 7 contains 19773 members 
Mstep: Class 8 contains 2264 members 
Mstep: Class 9 contains 8009 members 
Mstep: Class 10 contains 6300 members 
Mstep: Class 11 contains 14521 members 
Mstep: Class 12 contains 9360 members 
Mstep: Class 13 contains 149427 members 
Mstep: Class 15 contains 132450 members 
Mstep: Class 16 contains 38341 members 
Mstep: Class 17 contains 9596 members 
Mstep: Class 18 contains 155447 members 
Mstep: Class 19 contains 25148 members 
Mstep: Class 20 contains 10863 members 
Mstep: Class 21 contains 1438 members 
Entering Unmasked Estep 
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Iteration 20F: 21 clusters Score -8.428954e+07 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 99770 members 
Mstep: Class 2 contains 15163 members 
Mstep: Class 3 contains 173736 members 
Mstep: Class 4 contains 9015 members 
Mstep: Class 5 contains 21772 members 
Mstep: Class 6 contains 58393 members 
Mstep: Class 7 contains 19801 members 
Mstep: Class 8 contains 2157 members 
Mstep: Class 9 contains 8509 members 
Mstep: Class 10 contains 5578 members 
Mstep: Class 11 contains 14440 members 
Mstep: Class 12 contains 9411 members 
Mstep: Class 13 contains 148625 members 
Mstep: Class 15 contains 132074 members 
Mstep: Class 16 contains 38595 members 
Mstep: Class 17 contains 9296 members 
Mstep: Class 18 contains 154794 members 
Mstep: Class 19 contains 24985 members 
Mstep: Class 20 contains 10694 members 
Mstep: Class 21 contains 1507 members 
Entering Unmasked Estep 
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Iteration 21Q: 21 clusters Score -8.429174e+07 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 99808 members 
Mstep: Class 2 contains 15711 members 
Mstep: Class 3 contains 175844 members 
Mstep: Class 4 contains 9237 members 
Mstep: Class 5 contains 20846 members 
Mstep: Class 6 contains 58373 members 
Mstep: Class 7 contains 19796 members 
Mstep: Class 8 contains 2079 members 
Mstep: Class 9 contains 9006 members 
Mstep: Class 10 contains 5181 members 
Mstep: Class 11 contains 14397 members 
Mstep: Class 12 contains 9469 members 
Mstep: Class 13 contains 147766 members 
Mstep: Class 15 contains 131719 members 
Mstep: Class 16 contains 38865 members 
Mstep: Class 17 contains 9040 members 
Mstep: Class 18 contains 154302 members 
Mstep: Class 19 contains 24815 members 
Mstep: Class 20 contains 10467 members 
Mstep: Class 21 contains 1594 members 
Entering Unmasked Estep 
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Iteration 22Q: 21 clusters Score -8.42931e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 99871 members 
Mstep: Class 2 contains 16084 members 
Mstep: Class 3 contains 177610 members 
Mstep: Class 4 contains 9501 members 
Mstep: Class 5 contains 20087 members 
Mstep: Class 6 contains 58342 members 
Mstep: Class 7 contains 19783 members 
Mstep: Class 8 contains 1998 members 
Mstep: Class 9 contains 9451 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 14368 members 
Mstep: Class 12 contains 9523 members 
Mstep: Class 13 contains 146946 members 
Mstep: Class 15 contains 131385 members 
Mstep: Class 16 contains 39100 members 
Mstep: Class 17 contains 8825 members 
Mstep: Class 18 contains 153915 members 
Mstep: Class 19 contains 24680 members 
Mstep: Class 20 contains 10240 members 
Mstep: Class 21 contains 1660 members 
Entering Unmasked Estep 
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Iteration 23Q: 21 clusters Score -8.429438e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 99928 members 
Mstep: Class 2 contains 16356 members 
Mstep: Class 3 contains 179087 members 
Mstep: Class 4 contains 9775 members 
Mstep: Class 5 contains 19483 members 
Mstep: Class 6 contains 58316 members 
Mstep: Class 7 contains 19764 members 
Mstep: Class 8 contains 1932 members 
Mstep: Class 9 contains 9838 members 
Mstep: Class 10 contains 4787 members 
Mstep: Class 11 contains 14362 members 
Mstep: Class 12 contains 9574 members 
Mstep: Class 13 contains 146197 members 
Mstep: Class 15 contains 131030 members 
Mstep: Class 16 contains 39354 members 
Mstep: Class 17 contains 8632 members 
Mstep: Class 18 contains 153642 members 
Mstep: Class 19 contains 24561 members 
Mstep: Class 20 contains 9972 members 
Mstep: Class 21 contains 1725 members 
Entering Unmasked Estep 
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Iteration 24Q: 21 clusters Score -8.42954e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 99948 members 
Mstep: Class 2 contains 16524 members 
Mstep: Class 3 contains 180394 members 
Mstep: Class 4 contains 10002 members 
Mstep: Class 5 contains 19055 members 
Mstep: Class 6 contains 58274 members 
Mstep: Class 7 contains 19707 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 10198 members 
Mstep: Class 10 contains 4686 members 
Mstep: Class 11 contains 14363 members 
Mstep: Class 12 contains 9657 members 
Mstep: Class 13 contains 145507 members 
Mstep: Class 15 contains 130663 members 
Mstep: Class 16 contains 39621 members 
Mstep: Class 17 contains 8447 members 
Mstep: Class 18 contains 153404 members 
Mstep: Class 19 contains 24463 members 
Mstep: Class 20 contains 9727 members 
Mstep: Class 21 contains 1805 members 
Entering Unmasked Estep 
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Iteration 25Q: 21 clusters Score -8.42968e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 99910 members 
Mstep: Class 2 contains 16668 members 
Mstep: Class 3 contains 181603 members 
Mstep: Class 4 contains 10202 members 
Mstep: Class 5 contains 18803 members 
Mstep: Class 6 contains 58239 members 
Mstep: Class 7 contains 19587 members 
Mstep: Class 8 contains 1817 members 
Mstep: Class 9 contains 10572 members 
Mstep: Class 10 contains 4610 members 
Mstep: Class 11 contains 14377 members 
Mstep: Class 12 contains 9818 members 
Mstep: Class 13 contains 144884 members 
Mstep: Class 15 contains 130228 members 
Mstep: Class 16 contains 39838 members 
Mstep: Class 17 contains 8287 members 
Mstep: Class 18 contains 153202 members 
Mstep: Class 19 contains 24347 members 
Mstep: Class 20 contains 9436 members 
Mstep: Class 21 contains 1887 members 
Entering Unmasked Estep 
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Iteration 26Q: 21 clusters Score -8.429824e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 99871 members 
Mstep: Class 2 contains 16822 members 
Mstep: Class 3 contains 182595 members 
Mstep: Class 4 contains 10315 members 
Mstep: Class 5 contains 18770 members 
Mstep: Class 6 contains 58168 members 
Mstep: Class 7 contains 19343 members 
Mstep: Class 8 contains 1780 members 
Mstep: Class 9 contains 10917 members 
Mstep: Class 10 contains 4521 members 
Mstep: Class 11 contains 14402 members 
Mstep: Class 12 contains 10140 members 
Mstep: Class 13 contains 144281 members 
Mstep: Class 15 contains 129788 members 
Mstep: Class 16 contains 40061 members 
Mstep: Class 17 contains 8128 members 
Mstep: Class 18 contains 153050 members 
Mstep: Class 19 contains 24252 members 
Mstep: Class 20 contains 9156 members 
Mstep: Class 21 contains 1955 members 
Entering Unmasked Estep 
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Iteration 27Q: 21 clusters Score -8.430027e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 99861 members 
Mstep: Class 2 contains 16969 members 
Mstep: Class 3 contains 183450 members 
Mstep: Class 4 contains 10316 members 
Mstep: Class 5 contains 18881 members 
Mstep: Class 6 contains 58127 members 
Mstep: Class 7 contains 18810 members 
Mstep: Class 8 contains 1747 members 
Mstep: Class 9 contains 11221 members 
Mstep: Class 10 contains 4469 members 
Mstep: Class 11 contains 14436 members 
Mstep: Class 12 contains 10678 members 
Mstep: Class 13 contains 143768 members 
Mstep: Class 15 contains 129299 members 
Mstep: Class 16 contains 40270 members 
Mstep: Class 17 contains 8015 members 
Mstep: Class 18 contains 152956 members 
Mstep: Class 19 contains 24183 members 
Mstep: Class 20 contains 8850 members 
Mstep: Class 21 contains 2009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84304144.000000 Penalty: 44762.074219
Iteration 28Q: 21 clusters Score -8.430414e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 99849 members 
Mstep: Class 2 contains 17136 members 
Mstep: Class 3 contains 184208 members 
Mstep: Class 4 contains 10283 members 
Mstep: Class 5 contains 19138 members 
Mstep: Class 6 contains 58099 members 
Mstep: Class 7 contains 18582 members 
Mstep: Class 8 contains 1715 members 
Mstep: Class 9 contains 11485 members 
Mstep: Class 10 contains 4421 members 
Mstep: Class 11 contains 14474 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 143328 members 
Mstep: Class 15 contains 128725 members 
Mstep: Class 16 contains 40482 members 
Mstep: Class 17 contains 7916 members 
Mstep: Class 18 contains 152896 members 
Mstep: Class 19 contains 24087 members 
Mstep: Class 20 contains 8479 members 
Mstep: Class 21 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84306496.000000 Penalty: 44762.074219
Iteration 29Q: 21 clusters Score -8.43065e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 99828 members 
Mstep: Class 2 contains 17272 members 
Mstep: Class 3 contains 184887 members 
Mstep: Class 4 contains 10226 members 
Mstep: Class 5 contains 19472 members 
Mstep: Class 6 contains 58074 members 
Mstep: Class 7 contains 18557 members 
Mstep: Class 8 contains 1683 members 
Mstep: Class 9 contains 11707 members 
Mstep: Class 10 contains 4362 members 
Mstep: Class 11 contains 14502 members 
Mstep: Class 12 contains 11060 members 
Mstep: Class 13 contains 142966 members 
Mstep: Class 15 contains 128101 members 
Mstep: Class 16 contains 40704 members 
Mstep: Class 17 contains 7829 members 
Mstep: Class 18 contains 152833 members 
Mstep: Class 19 contains 24027 members 
Mstep: Class 20 contains 8151 members 
Mstep: Class 21 contains 2074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84307304.000000 Penalty: 44762.074219
Iteration 30Q: 21 clusters Score -8.43073e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 99809 members 
Mstep: Class 2 contains 17390 members 
Mstep: Class 3 contains 185452 members 
Mstep: Class 4 contains 10149 members 
Mstep: Class 5 contains 19817 members 
Mstep: Class 6 contains 58033 members 
Mstep: Class 7 contains 18554 members 
Mstep: Class 8 contains 1657 members 
Mstep: Class 9 contains 11903 members 
Mstep: Class 10 contains 4301 members 
Mstep: Class 11 contains 14533 members 
Mstep: Class 12 contains 11123 members 
Mstep: Class 13 contains 142624 members 
Mstep: Class 15 contains 127518 members 
Mstep: Class 16 contains 40906 members 
Mstep: Class 17 contains 7755 members 
Mstep: Class 18 contains 152809 members 
Mstep: Class 19 contains 23986 members 
Mstep: Class 20 contains 7896 members 
Mstep: Class 21 contains 2100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84308056.000000 Penalty: 44762.074219
Iteration 31Q: 21 clusters Score -8.430806e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 99782 members 
Mstep: Class 2 contains 17477 members 
Mstep: Class 3 contains 186008 members 
Mstep: Class 4 contains 10154 members 
Mstep: Class 5 contains 20166 members 
Mstep: Class 6 contains 57924 members 
Mstep: Class 7 contains 18554 members 
Mstep: Class 8 contains 1629 members 
Mstep: Class 9 contains 12064 members 
Mstep: Class 10 contains 4244 members 
Mstep: Class 11 contains 14557 members 
Mstep: Class 12 contains 11156 members 
Mstep: Class 13 contains 142308 members 
Mstep: Class 15 contains 127001 members 
Mstep: Class 16 contains 41076 members 
Mstep: Class 17 contains 7722 members 
Mstep: Class 18 contains 152795 members 
Mstep: Class 19 contains 23942 members 
Mstep: Class 20 contains 7638 members 
Mstep: Class 21 contains 2118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84308768.000000 Penalty: 44762.074219
Iteration 32Q: 21 clusters Score -8.430877e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 99764 members 
Mstep: Class 2 contains 17593 members 
Mstep: Class 3 contains 186518 members 
Mstep: Class 4 contains 10226 members 
Mstep: Class 5 contains 20510 members 
Mstep: Class 6 contains 57763 members 
Mstep: Class 7 contains 18572 members 
Mstep: Class 8 contains 1603 members 
Mstep: Class 9 contains 12200 members 
Mstep: Class 10 contains 4171 members 
Mstep: Class 11 contains 14578 members 
Mstep: Class 12 contains 11182 members 
Mstep: Class 13 contains 141992 members 
Mstep: Class 15 contains 126563 members 
Mstep: Class 16 contains 41230 members 
Mstep: Class 17 contains 7694 members 
Mstep: Class 18 contains 152778 members 
Mstep: Class 19 contains 23879 members 
Mstep: Class 20 contains 7367 members 
Mstep: Class 21 contains 2132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2196.414551 but Gain 2238.101562
Score: -84309008.000000 Penalty: 42523.972656
Iteration 33Q: 20 clusters Score -8.430901e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 99762 members 
Mstep: Class 2 contains 17701 members 
Mstep: Class 3 contains 186973 members 
Mstep: Class 4 contains 10441 members 
Mstep: Class 5 contains 20852 members 
Mstep: Class 6 contains 59113 members 
Mstep: Class 7 contains 18591 members 
Mstep: Class 9 contains 12336 members 
Mstep: Class 10 contains 4092 members 
Mstep: Class 11 contains 14591 members 
Mstep: Class 12 contains 11190 members 
Mstep: Class 13 contains 141713 members 
Mstep: Class 15 contains 126171 members 
Mstep: Class 16 contains 41346 members 
Mstep: Class 17 contains 7687 members 
Mstep: Class 18 contains 152760 members 
Mstep: Class 19 contains 23811 members 
Mstep: Class 20 contains 7045 members 
Mstep: Class 21 contains 2140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84311720.000000 Penalty: 42523.972656
Iteration 34Q: 20 clusters Score -8.431172e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 99790 members 
Mstep: Class 2 contains 17782 members 
Mstep: Class 3 contains 187366 members 
Mstep: Class 4 contains 10901 members 
Mstep: Class 5 contains 21231 members 
Mstep: Class 6 contains 58591 members 
Mstep: Class 7 contains 18633 members 
Mstep: Class 9 contains 12429 members 
Mstep: Class 10 contains 4027 members 
Mstep: Class 11 contains 14603 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 141473 members 
Mstep: Class 15 contains 125811 members 
Mstep: Class 16 contains 41437 members 
Mstep: Class 17 contains 7679 members 
Mstep: Class 18 contains 152763 members 
Mstep: Class 19 contains 23748 members 
Mstep: Class 20 contains 6717 members 
Mstep: Class 21 contains 2149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84312728.000000 Penalty: 42523.972656
Iteration 35Q: 20 clusters Score -8.431273e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 99786 members 
Mstep: Class 2 contains 17863 members 
Mstep: Class 3 contains 187709 members 
Mstep: Class 4 contains 11499 members 
Mstep: Class 5 contains 21711 members 
Mstep: Class 6 contains 57934 members 
Mstep: Class 7 contains 18688 members 
Mstep: Class 9 contains 12528 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 14613 members 
Mstep: Class 12 contains 11163 members 
Mstep: Class 13 contains 141269 members 
Mstep: Class 15 contains 125456 members 
Mstep: Class 16 contains 41510 members 
Mstep: Class 17 contains 7655 members 
Mstep: Class 18 contains 152768 members 
Mstep: Class 19 contains 23677 members 
Mstep: Class 20 contains 6354 members 
Mstep: Class 21 contains 2153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84314496.000000 Penalty: 42523.972656
Iteration 36Q: 20 clusters Score -8.43145e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 99783 members 
Mstep: Class 2 contains 17889 members 
Mstep: Class 3 contains 188067 members 
Mstep: Class 4 contains 12129 members 
Mstep: Class 5 contains 22229 members 
Mstep: Class 6 contains 57189 members 
Mstep: Class 7 contains 18759 members 
Mstep: Class 9 contains 12619 members 
Mstep: Class 10 contains 3941 members 
Mstep: Class 11 contains 14623 members 
Mstep: Class 12 contains 11133 members 
Mstep: Class 13 contains 141083 members 
Mstep: Class 15 contains 125079 members 
Mstep: Class 16 contains 41576 members 
Mstep: Class 17 contains 7634 members 
Mstep: Class 18 contains 152794 members 
Mstep: Class 19 contains 23555 members 
Mstep: Class 20 contains 6073 members 
Mstep: Class 21 contains 2160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84316896.000000 Penalty: 42523.972656
Iteration 37Q: 20 clusters Score -8.43169e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 99782 members 
Mstep: Class 2 contains 17915 members 
Mstep: Class 3 contains 188378 members 
Mstep: Class 4 contains 12903 members 
Mstep: Class 5 contains 22734 members 
Mstep: Class 6 contains 56282 members 
Mstep: Class 7 contains 18807 members 
Mstep: Class 9 contains 12716 members 
Mstep: Class 10 contains 3905 members 
Mstep: Class 11 contains 14638 members 
Mstep: Class 12 contains 11117 members 
Mstep: Class 13 contains 140889 members 
Mstep: Class 15 contains 124748 members 
Mstep: Class 16 contains 41648 members 
Mstep: Class 17 contains 7607 members 
Mstep: Class 18 contains 152797 members 
Mstep: Class 19 contains 23430 members 
Mstep: Class 20 contains 5862 members 
Mstep: Class 21 contains 2157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84318952.000000 Penalty: 42523.972656
Iteration 38Q: 20 clusters Score -8.431895e+07 nChanged 2825
Entering ConstructFrom: 
Score: -84318952.000000 Penalty: 42523.972656
Entering ConstructFrom: 
Trying to split cluster 1 (99783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99783 members 
Entering Unmasked Estep 
Score: -9112168.000000 Penalty: 1870.497314
	Iteration 0F: 2 clusters Score -9112168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49887 members 
Mstep: Class 2 contains 49896 members 
Entering Unmasked Estep 
Score: -9045856.000000 Penalty: 3740.994629
	Iteration 0F: 3 clusters Score -9045856 nChanged 47620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51935 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -9074630.000000 Penalty: 3740.994629
	Iteration 1F: 3 clusters Score -9074630 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53598 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -9076514.000000 Penalty: 3740.994629
	Iteration 2Q: 3 clusters Score -9076514 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55872 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -9079098.000000 Penalty: 3740.994629
	Iteration 3F: 3 clusters Score -9079098 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58682 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -9082173.000000 Penalty: 3740.994629
	Iteration 4F: 3 clusters Score -9082173 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61972 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -9085508.000000 Penalty: 3740.994629
	Iteration 5F: 3 clusters Score -9085508 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65414 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -9088532.000000 Penalty: 3740.994629
	Iteration 6F: 3 clusters Score -9088532 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68895 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -9091517.000000 Penalty: 3740.994629
	Iteration 7F: 3 clusters Score -9091517 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72412 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -9094666.000000 Penalty: 3740.994629
	Iteration 8Q: 3 clusters Score -9094666 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75740 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -9097962.000000 Penalty: 3740.994629
	Iteration 9Q: 3 clusters Score -9097962 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78540 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -9101273.000000 Penalty: 3740.994629
	Iteration 10Q: 3 clusters Score -9101273 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80658 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -9104152.000000 Penalty: 3740.994629
	Iteration 11Q: 3 clusters Score -9104152 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82100 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -9106777.000000 Penalty: 3740.994629
	Iteration 12Q: 3 clusters Score -9106777 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82986 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -9108956.000000 Penalty: 3740.994629
	Iteration 13Q: 3 clusters Score -9108956 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83332 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -9110455.000000 Penalty: 3740.994629
	Iteration 14Q: 3 clusters Score -9110455 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83315 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -9111316.000000 Penalty: 3740.994629
	Iteration 15Q: 3 clusters Score -9111316 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83030 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -9111941.000000 Penalty: 3740.994629
	Iteration 16Q: 3 clusters Score -9111941 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82469 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -9112500.000000 Penalty: 3740.994629
	Iteration 17Q: 3 clusters Score -9112500 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81652 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -9113091.000000 Penalty: 3740.994629
	Iteration 18Q: 3 clusters Score -9113091 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80580 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -9113749.000000 Penalty: 3740.994629
	Iteration 19Q: 3 clusters Score -9113749 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79192 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -9114810.000000 Penalty: 3740.994629
	Iteration 20F: 3 clusters Score -9114810 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77491 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -9116152.000000 Penalty: 3740.994629
	Iteration 21Q: 3 clusters Score -9116152 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75423 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -9118036.000000 Penalty: 3740.994629
	Iteration 22Q: 3 clusters Score -9118036 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72977 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -9120632.000000 Penalty: 3740.994629
	Iteration 23Q: 3 clusters Score -9120632 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70297 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -9123588.000000 Penalty: 3740.994629
	Iteration 24Q: 3 clusters Score -9123588 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67845 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -9125903.000000 Penalty: 3740.994629
	Iteration 25Q: 3 clusters Score -9125903 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65935 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -9127091.000000 Penalty: 3740.994629
	Iteration 26Q: 3 clusters Score -9127091 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64505 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -9127885.000000 Penalty: 3740.994629
	Iteration 27Q: 3 clusters Score -9127885 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63434 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -9128374.000000 Penalty: 3740.994629
	Iteration 28Q: 3 clusters Score -9128374 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62636 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -9128617.000000 Penalty: 3740.994629
	Iteration 29Q: 3 clusters Score -9128617 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62036 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -9128828.000000 Penalty: 3740.994629
	Iteration 30Q: 3 clusters Score -9128828 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61613 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -9128945.000000 Penalty: 3740.994629
	Iteration 31Q: 3 clusters Score -9128945 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61311 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -9129004.000000 Penalty: 3740.994629
	Iteration 32Q: 3 clusters Score -9129004 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61100 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -9129037.000000 Penalty: 3740.994629
	Iteration 33Q: 3 clusters Score -9129037 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60945 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -9129049.000000 Penalty: 3740.994629
	Iteration 34Q: 3 clusters Score -9129049 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60825 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -9129053.000000 Penalty: 3740.994629
	Iteration 35Q: 3 clusters Score -9129053 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60753 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -9129066.000000 Penalty: 3740.994629
	Iteration 36Q: 3 clusters Score -9129066 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60709 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -9129051.000000 Penalty: 3740.994629
	Iteration 37Q: 3 clusters Score -9129051 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60683 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -9129058.000000 Penalty: 3740.994629
	Iteration 38Q: 3 clusters Score -9129058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60668 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -9129063.000000 Penalty: 3740.994629
	Iteration 39Q: 3 clusters Score -9129063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60654 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -9129340.000000 Penalty: 3740.994629
	Iteration 40F: 3 clusters Score -9129340 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60469 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -9129382.000000 Penalty: 3740.994629
	Iteration 41Q: 3 clusters Score -9129382 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60350 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -9129367.000000 Penalty: 3740.994629
	Iteration 42Q: 3 clusters Score -9129367 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60285 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -9129361.000000 Penalty: 3740.994629
	Iteration 43Q: 3 clusters Score -9129361 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60233 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -9129362.000000 Penalty: 3740.994629
	Iteration 44Q: 3 clusters Score -9129362 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60196 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -9129361.000000 Penalty: 3740.994629
	Iteration 45Q: 3 clusters Score -9129361 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60166 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -9129366.000000 Penalty: 3740.994629
	Iteration 46Q: 3 clusters Score -9129366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60147 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -9129382.000000 Penalty: 3740.994629
	Iteration 47Q: 3 clusters Score -9129382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60140 members 
Mstep: Class 2 contains 39643 members 
Entering Unmasked Estep 
Score: -9129383.000000 Penalty: 3740.994629
	Iteration 48Q: 3 clusters Score -9129383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60132 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -9129384.000000 Penalty: 3740.994629
	Iteration 49Q: 3 clusters Score -9129384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60125 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -9129388.000000 Penalty: 3740.994629
	Iteration 50Q: 3 clusters Score -9129388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -9129387.000000 Penalty: 3740.994629
	Iteration 51Q: 3 clusters Score -9129387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -9129387.000000 Penalty: 3740.994629
	Iteration 52F: 3 clusters Score -9129387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 17920 members 
Mstep: Class 3 contains 188675 members 
Mstep: Class 4 contains 13707 members 
Mstep: Class 5 contains 23124 members 
Mstep: Class 6 contains 55387 members 
Mstep: Class 7 contains 18863 members 
Mstep: Class 8 contains 39660 members 
Mstep: Class 9 contains 12824 members 
Mstep: Class 10 contains 3877 members 
Mstep: Class 11 contains 14648 members 
Mstep: Class 12 contains 11111 members 
Mstep: Class 13 contains 140710 members 
Mstep: Class 15 contains 124409 members 
Mstep: Class 16 contains 41728 members 
Mstep: Class 17 contains 7592 members 
Mstep: Class 18 contains 152806 members 
Mstep: Class 19 contains 23298 members 
Mstep: Class 20 contains 5703 members 
Mstep: Class 21 contains 2150 members 
Entering Unmasked Estep 
Score: -84336920.000000 Penalty: 44762.074219
Splitting cluster 1 changes total score from -84318952.000000 to -84336920.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 2 (17920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Entering Unmasked Estep 
Score: -1479327.875000 Penalty: 1591.471802
	Iteration 0F: 2 clusters Score -1479328 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 9000 members 
Entering Unmasked Estep 
Score: -1467008.750000 Penalty: 3182.943604
	Iteration 0F: 3 clusters Score -1467009 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1471621.375000 Penalty: 3182.943604
	Iteration 1F: 3 clusters Score -1471621 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1472084.375000 Penalty: 3182.943604
	Iteration 2F: 3 clusters Score -1472084 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1472508.125000 Penalty: 3182.943604
	Iteration 3F: 3 clusters Score -1472508 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1472933.125000 Penalty: 3182.943604
	Iteration 4F: 3 clusters Score -1472933 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1473365.375000 Penalty: 3182.943604
	Iteration 5F: 3 clusters Score -1473365 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1473880.625000 Penalty: 3182.943604
	Iteration 6Q: 3 clusters Score -1473881 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1474503.875000 Penalty: 3182.943604
	Iteration 7F: 3 clusters Score -1474504 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1475158.625000 Penalty: 3182.943604
	Iteration 8F: 3 clusters Score -1475159 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1475761.000000 Penalty: 3182.943604
	Iteration 9F: 3 clusters Score -1475761 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1476361.125000 Penalty: 3182.943604
	Iteration 10Q: 3 clusters Score -1476361 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1476894.625000 Penalty: 3182.943604
	Iteration 11Q: 3 clusters Score -1476895 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -1477396.000000 Penalty: 3182.943604
	Iteration 12Q: 3 clusters Score -1477396 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -1477811.750000 Penalty: 3182.943604
	Iteration 13Q: 3 clusters Score -1477812 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -1478114.125000 Penalty: 3182.943604
	Iteration 14Q: 3 clusters Score -1478114 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -1478325.875000 Penalty: 3182.943604
	Iteration 15Q: 3 clusters Score -1478326 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -1478443.375000 Penalty: 3182.943604
	Iteration 16Q: 3 clusters Score -1478443 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -1478511.250000 Penalty: 3182.943604
	Iteration 17Q: 3 clusters Score -1478511 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -1478569.250000 Penalty: 3182.943604
	Iteration 18Q: 3 clusters Score -1478569 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -1478604.000000 Penalty: 3182.943604
	Iteration 19Q: 3 clusters Score -1478604 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -1478637.500000 Penalty: 3182.943604
	Iteration 20F: 3 clusters Score -1478638 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -1478665.000000 Penalty: 3182.943604
	Iteration 21Q: 3 clusters Score -1478665 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -1478685.500000 Penalty: 3182.943604
	Iteration 22Q: 3 clusters Score -1478686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -1478698.500000 Penalty: 3182.943604
	Iteration 23Q: 3 clusters Score -1478698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -1478711.125000 Penalty: 3182.943604
	Iteration 24Q: 3 clusters Score -1478711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -1478716.375000 Penalty: 3182.943604
	Iteration 25Q: 3 clusters Score -1478716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -1478721.625000 Penalty: 3182.943604
	Iteration 26Q: 3 clusters Score -1478722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -1478720.875000 Penalty: 3182.943604
	Iteration 27Q: 3 clusters Score -1478721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -1478725.125000 Penalty: 3182.943604
	Iteration 28Q: 3 clusters Score -1478725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -1478729.625000 Penalty: 3182.943604
	Iteration 29Q: 3 clusters Score -1478730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -1478731.375000 Penalty: 3182.943604
	Iteration 30Q: 3 clusters Score -1478731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -1478729.875000 Penalty: 3182.943604
	Iteration 31Q: 3 clusters Score -1478730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -1478729.625000 Penalty: 3182.943604
	Iteration 32Q: 3 clusters Score -1478730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -1478730.000000 Penalty: 3182.943604
	Iteration 33Q: 3 clusters Score -1478730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -1478731.500000 Penalty: 3182.943604
	Iteration 34Q: 3 clusters Score -1478732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -1478731.500000 Penalty: 3182.943604
	Iteration 35F: 3 clusters Score -1478732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (188675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188675 members 
Entering Unmasked Estep 
Score: -17124044.000000 Penalty: 1974.014526
	Iteration 0F: 2 clusters Score -1.712404e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94237 members 
Mstep: Class 2 contains 94438 members 
Entering Unmasked Estep 
Score: -16998610.000000 Penalty: 3948.029053
	Iteration 0F: 3 clusters Score -1.699861e+07 nChanged 91313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92370 members 
Mstep: Class 2 contains 96305 members 
Entering Unmasked Estep 
Score: -17054222.000000 Penalty: 3948.029053
	Iteration 1F: 3 clusters Score -1.705422e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92135 members 
Mstep: Class 2 contains 96540 members 
Entering Unmasked Estep 
Score: -17057180.000000 Penalty: 3948.029053
	Iteration 2Q: 3 clusters Score -1.705718e+07 nChanged 9126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92227 members 
Mstep: Class 2 contains 96448 members 
Entering Unmasked Estep 
Score: -17061388.000000 Penalty: 3948.029053
	Iteration 3Q: 3 clusters Score -1.706139e+07 nChanged 10622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92679 members 
Mstep: Class 2 contains 95996 members 
Entering Unmasked Estep 
Score: -17067336.000000 Penalty: 3948.029053
	Iteration 4F: 3 clusters Score -1.706734e+07 nChanged 12449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93218 members 
Mstep: Class 2 contains 95457 members 
Entering Unmasked Estep 
Score: -17076038.000000 Penalty: 3948.029053
	Iteration 5F: 3 clusters Score -1.707604e+07 nChanged 13345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93781 members 
Mstep: Class 2 contains 94894 members 
Entering Unmasked Estep 
Score: -17086356.000000 Penalty: 3948.029053
	Iteration 6F: 3 clusters Score -1.708636e+07 nChanged 12756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94663 members 
Mstep: Class 2 contains 94012 members 
Entering Unmasked Estep 
Score: -17095400.000000 Penalty: 3948.029053
	Iteration 7F: 3 clusters Score -1.70954e+07 nChanged 10533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95488 members 
Mstep: Class 2 contains 93187 members 
Entering Unmasked Estep 
Score: -17101682.000000 Penalty: 3948.029053
	Iteration 8F: 3 clusters Score -1.710168e+07 nChanged 8190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96196 members 
Mstep: Class 2 contains 92479 members 
Entering Unmasked Estep 
Score: -17105494.000000 Penalty: 3948.029053
	Iteration 9Q: 3 clusters Score -1.710549e+07 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96815 members 
Mstep: Class 2 contains 91860 members 
Entering Unmasked Estep 
Score: -17107854.000000 Penalty: 3948.029053
	Iteration 10Q: 3 clusters Score -1.710785e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97381 members 
Mstep: Class 2 contains 91294 members 
Entering Unmasked Estep 
Score: -17109366.000000 Penalty: 3948.029053
	Iteration 11Q: 3 clusters Score -1.710937e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98031 members 
Mstep: Class 2 contains 90644 members 
Entering Unmasked Estep 
Score: -17110392.000000 Penalty: 3948.029053
	Iteration 12Q: 3 clusters Score -1.711039e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98778 members 
Mstep: Class 2 contains 89897 members 
Entering Unmasked Estep 
Score: -17111266.000000 Penalty: 3948.029053
	Iteration 13Q: 3 clusters Score -1.711127e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99589 members 
Mstep: Class 2 contains 89086 members 
Entering Unmasked Estep 
Score: -17112046.000000 Penalty: 3948.029053
	Iteration 14Q: 3 clusters Score -1.711205e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100411 members 
Mstep: Class 2 contains 88264 members 
Entering Unmasked Estep 
Score: -17112748.000000 Penalty: 3948.029053
	Iteration 15Q: 3 clusters Score -1.711275e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101234 members 
Mstep: Class 2 contains 87441 members 
Entering Unmasked Estep 
Score: -17113594.000000 Penalty: 3948.029053
	Iteration 16Q: 3 clusters Score -1.711359e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102230 members 
Mstep: Class 2 contains 86445 members 
Entering Unmasked Estep 
Score: -17114394.000000 Penalty: 3948.029053
	Iteration 17Q: 3 clusters Score -1.711439e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103346 members 
Mstep: Class 2 contains 85329 members 
Entering Unmasked Estep 
Score: -17115232.000000 Penalty: 3948.029053
	Iteration 18Q: 3 clusters Score -1.711523e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104606 members 
Mstep: Class 2 contains 84069 members 
Entering Unmasked Estep 
Score: -17116110.000000 Penalty: 3948.029053
	Iteration 19Q: 3 clusters Score -1.711611e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106131 members 
Mstep: Class 2 contains 82544 members 
Entering Unmasked Estep 
Score: -17117338.000000 Penalty: 3948.029053
	Iteration 20F: 3 clusters Score -1.711734e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107950 members 
Mstep: Class 2 contains 80725 members 
Entering Unmasked Estep 
Score: -17119026.000000 Penalty: 3948.029053
	Iteration 21Q: 3 clusters Score -1.711903e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110099 members 
Mstep: Class 2 contains 78576 members 
Entering Unmasked Estep 
Score: -17121236.000000 Penalty: 3948.029053
	Iteration 22Q: 3 clusters Score -1.712124e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112557 members 
Mstep: Class 2 contains 76118 members 
Entering Unmasked Estep 
Score: -17124604.000000 Penalty: 3948.029053
	Iteration 23Q: 3 clusters Score -1.71246e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115267 members 
Mstep: Class 2 contains 73408 members 
Entering Unmasked Estep 
Score: -17128946.000000 Penalty: 3948.029053
	Iteration 24Q: 3 clusters Score -1.712895e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117821 members 
Mstep: Class 2 contains 70854 members 
Entering Unmasked Estep 
Score: -17132642.000000 Penalty: 3948.029053
	Iteration 25Q: 3 clusters Score -1.713264e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119727 members 
Mstep: Class 2 contains 68948 members 
Entering Unmasked Estep 
Score: -17134570.000000 Penalty: 3948.029053
	Iteration 26Q: 3 clusters Score -1.713457e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121098 members 
Mstep: Class 2 contains 67577 members 
Entering Unmasked Estep 
Score: -17135224.000000 Penalty: 3948.029053
	Iteration 27Q: 3 clusters Score -1.713522e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122173 members 
Mstep: Class 2 contains 66502 members 
Entering Unmasked Estep 
Score: -17135508.000000 Penalty: 3948.029053
	Iteration 28Q: 3 clusters Score -1.713551e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123055 members 
Mstep: Class 2 contains 65620 members 
Entering Unmasked Estep 
Score: -17135752.000000 Penalty: 3948.029053
	Iteration 29Q: 3 clusters Score -1.713575e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123839 members 
Mstep: Class 2 contains 64836 members 
Entering Unmasked Estep 
Score: -17135822.000000 Penalty: 3948.029053
	Iteration 30Q: 3 clusters Score -1.713582e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124495 members 
Mstep: Class 2 contains 64180 members 
Entering Unmasked Estep 
Score: -17135840.000000 Penalty: 3948.029053
	Iteration 31Q: 3 clusters Score -1.713584e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125062 members 
Mstep: Class 2 contains 63613 members 
Entering Unmasked Estep 
Score: -17135876.000000 Penalty: 3948.029053
	Iteration 32Q: 3 clusters Score -1.713588e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125573 members 
Mstep: Class 2 contains 63102 members 
Entering Unmasked Estep 
Score: -17135910.000000 Penalty: 3948.029053
	Iteration 33Q: 3 clusters Score -1.713591e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126033 members 
Mstep: Class 2 contains 62642 members 
Entering Unmasked Estep 
Score: -17135948.000000 Penalty: 3948.029053
	Iteration 34Q: 3 clusters Score -1.713595e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126440 members 
Mstep: Class 2 contains 62235 members 
Entering Unmasked Estep 
Score: -17136002.000000 Penalty: 3948.029053
	Iteration 35Q: 3 clusters Score -1.7136e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126818 members 
Mstep: Class 2 contains 61857 members 
Entering Unmasked Estep 
Score: -17136046.000000 Penalty: 3948.029053
	Iteration 36Q: 3 clusters Score -1.713605e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127175 members 
Mstep: Class 2 contains 61500 members 
Entering Unmasked Estep 
Score: -17136042.000000 Penalty: 3948.029053
	Iteration 37Q: 3 clusters Score -1.713604e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127503 members 
Mstep: Class 2 contains 61172 members 
Entering Unmasked Estep 
Score: -17136060.000000 Penalty: 3948.029053
	Iteration 38Q: 3 clusters Score -1.713606e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127791 members 
Mstep: Class 2 contains 60884 members 
Entering Unmasked Estep 
Score: -17136074.000000 Penalty: 3948.029053
	Iteration 39Q: 3 clusters Score -1.713607e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128059 members 
Mstep: Class 2 contains 60616 members 
Entering Unmasked Estep 
Score: -17136118.000000 Penalty: 3948.029053
	Iteration 40F: 3 clusters Score -1.713612e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128320 members 
Mstep: Class 2 contains 60355 members 
Entering Unmasked Estep 
Score: -17136106.000000 Penalty: 3948.029053
	Iteration 41Q: 3 clusters Score -1.713611e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128551 members 
Mstep: Class 2 contains 60124 members 
Entering Unmasked Estep 
Score: -17136156.000000 Penalty: 3948.029053
	Iteration 42Q: 3 clusters Score -1.713616e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128779 members 
Mstep: Class 2 contains 59896 members 
Entering Unmasked Estep 
Score: -17136146.000000 Penalty: 3948.029053
	Iteration 43Q: 3 clusters Score -1.713615e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128972 members 
Mstep: Class 2 contains 59703 members 
Entering Unmasked Estep 
Score: -17136104.000000 Penalty: 3948.029053
	Iteration 44Q: 3 clusters Score -1.71361e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129140 members 
Mstep: Class 2 contains 59535 members 
Entering Unmasked Estep 
Score: -17136130.000000 Penalty: 3948.029053
	Iteration 45Q: 3 clusters Score -1.713613e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129291 members 
Mstep: Class 2 contains 59384 members 
Entering Unmasked Estep 
Score: -17136122.000000 Penalty: 3948.029053
	Iteration 46Q: 3 clusters Score -1.713612e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129431 members 
Mstep: Class 2 contains 59244 members 
Entering Unmasked Estep 
Score: -17136090.000000 Penalty: 3948.029053
	Iteration 47Q: 3 clusters Score -1.713609e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129564 members 
Mstep: Class 2 contains 59111 members 
Entering Unmasked Estep 
Score: -17136106.000000 Penalty: 3948.029053
	Iteration 48Q: 3 clusters Score -1.713611e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129697 members 
Mstep: Class 2 contains 58978 members 
Entering Unmasked Estep 
Score: -17136102.000000 Penalty: 3948.029053
	Iteration 49Q: 3 clusters Score -1.71361e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129820 members 
Mstep: Class 2 contains 58855 members 
Entering Unmasked Estep 
Score: -17136120.000000 Penalty: 3948.029053
	Iteration 50Q: 3 clusters Score -1.713612e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129943 members 
Mstep: Class 2 contains 58732 members 
Entering Unmasked Estep 
Score: -17136128.000000 Penalty: 3948.029053
	Iteration 51Q: 3 clusters Score -1.713613e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130035 members 
Mstep: Class 2 contains 58640 members 
Entering Unmasked Estep 
Score: -17136122.000000 Penalty: 3948.029053
	Iteration 52Q: 3 clusters Score -1.713612e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130118 members 
Mstep: Class 2 contains 58557 members 
Entering Unmasked Estep 
Score: -17136138.000000 Penalty: 3948.029053
	Iteration 53Q: 3 clusters Score -1.713614e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130201 members 
Mstep: Class 2 contains 58474 members 
Entering Unmasked Estep 
Score: -17136108.000000 Penalty: 3948.029053
	Iteration 54Q: 3 clusters Score -1.713611e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130281 members 
Mstep: Class 2 contains 58394 members 
Entering Unmasked Estep 
Score: -17136112.000000 Penalty: 3948.029053
	Iteration 55Q: 3 clusters Score -1.713611e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130367 members 
Mstep: Class 2 contains 58308 members 
Entering Unmasked Estep 
Score: -17136130.000000 Penalty: 3948.029053
	Iteration 56Q: 3 clusters Score -1.713613e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130453 members 
Mstep: Class 2 contains 58222 members 
Entering Unmasked Estep 
Score: -17136150.000000 Penalty: 3948.029053
	Iteration 57Q: 3 clusters Score -1.713615e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130530 members 
Mstep: Class 2 contains 58145 members 
Entering Unmasked Estep 
Score: -17136174.000000 Penalty: 3948.029053
	Iteration 58Q: 3 clusters Score -1.713617e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130613 members 
Mstep: Class 2 contains 58062 members 
Entering Unmasked Estep 
Score: -17136162.000000 Penalty: 3948.029053
	Iteration 59Q: 3 clusters Score -1.713616e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130701 members 
Mstep: Class 2 contains 57974 members 
Entering Unmasked Estep 
Score: -17136160.000000 Penalty: 3948.029053
	Iteration 60F: 3 clusters Score -1.713616e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130787 members 
Mstep: Class 2 contains 57888 members 
Entering Unmasked Estep 
Score: -17136160.000000 Penalty: 3948.029053
	Iteration 61Q: 3 clusters Score -1.713616e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130871 members 
Mstep: Class 2 contains 57804 members 
Entering Unmasked Estep 
Score: -17136176.000000 Penalty: 3948.029053
	Iteration 62Q: 3 clusters Score -1.713618e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130954 members 
Mstep: Class 2 contains 57721 members 
Entering Unmasked Estep 
Score: -17136196.000000 Penalty: 3948.029053
	Iteration 63Q: 3 clusters Score -1.71362e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131028 members 
Mstep: Class 2 contains 57647 members 
Entering Unmasked Estep 
Score: -17136228.000000 Penalty: 3948.029053
	Iteration 64Q: 3 clusters Score -1.713623e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131085 members 
Mstep: Class 2 contains 57590 members 
Entering Unmasked Estep 
Score: -17136190.000000 Penalty: 3948.029053
	Iteration 65Q: 3 clusters Score -1.713619e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131143 members 
Mstep: Class 2 contains 57532 members 
Entering Unmasked Estep 
Score: -17136174.000000 Penalty: 3948.029053
	Iteration 66Q: 3 clusters Score -1.713617e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131205 members 
Mstep: Class 2 contains 57470 members 
Entering Unmasked Estep 
Score: -17136176.000000 Penalty: 3948.029053
	Iteration 67Q: 3 clusters Score -1.713618e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131265 members 
Mstep: Class 2 contains 57410 members 
Entering Unmasked Estep 
Score: -17136190.000000 Penalty: 3948.029053
	Iteration 68Q: 3 clusters Score -1.713619e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131313 members 
Mstep: Class 2 contains 57362 members 
Entering Unmasked Estep 
Score: -17136198.000000 Penalty: 3948.029053
	Iteration 69Q: 3 clusters Score -1.71362e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131348 members 
Mstep: Class 2 contains 57327 members 
Entering Unmasked Estep 
Score: -17136208.000000 Penalty: 3948.029053
	Iteration 70Q: 3 clusters Score -1.713621e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131371 members 
Mstep: Class 2 contains 57304 members 
Entering Unmasked Estep 
Score: -17136220.000000 Penalty: 3948.029053
	Iteration 71Q: 3 clusters Score -1.713622e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131400 members 
Mstep: Class 2 contains 57275 members 
Entering Unmasked Estep 
Score: -17136218.000000 Penalty: 3948.029053
	Iteration 72Q: 3 clusters Score -1.713622e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131432 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -17136208.000000 Penalty: 3948.029053
	Iteration 73Q: 3 clusters Score -1.713621e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131457 members 
Mstep: Class 2 contains 57218 members 
Entering Unmasked Estep 
Score: -17136202.000000 Penalty: 3948.029053
	Iteration 74Q: 3 clusters Score -1.71362e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131483 members 
Mstep: Class 2 contains 57192 members 
Entering Unmasked Estep 
Score: -17136198.000000 Penalty: 3948.029053
	Iteration 75Q: 3 clusters Score -1.71362e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131512 members 
Mstep: Class 2 contains 57163 members 
Entering Unmasked Estep 
Score: -17136180.000000 Penalty: 3948.029053
	Iteration 76Q: 3 clusters Score -1.713618e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131540 members 
Mstep: Class 2 contains 57135 members 
Entering Unmasked Estep 
Score: -17136204.000000 Penalty: 3948.029053
	Iteration 77Q: 3 clusters Score -1.71362e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131565 members 
Mstep: Class 2 contains 57110 members 
Entering Unmasked Estep 
Score: -17136206.000000 Penalty: 3948.029053
	Iteration 78Q: 3 clusters Score -1.713621e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131584 members 
Mstep: Class 2 contains 57091 members 
Entering Unmasked Estep 
Score: -17136214.000000 Penalty: 3948.029053
	Iteration 79Q: 3 clusters Score -1.713621e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131598 members 
Mstep: Class 2 contains 57077 members 
Entering Unmasked Estep 
Score: -17136204.000000 Penalty: 3948.029053
	Iteration 80F: 3 clusters Score -1.71362e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131610 members 
Mstep: Class 2 contains 57065 members 
Entering Unmasked Estep 
Score: -17136210.000000 Penalty: 3948.029053
	Iteration 81Q: 3 clusters Score -1.713621e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131618 members 
Mstep: Class 2 contains 57057 members 
Entering Unmasked Estep 
Score: -17136220.000000 Penalty: 3948.029053
	Iteration 82Q: 3 clusters Score -1.713622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131624 members 
Mstep: Class 2 contains 57051 members 
Entering Unmasked Estep 
Score: -17136224.000000 Penalty: 3948.029053
	Iteration 83Q: 3 clusters Score -1.713622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131630 members 
Mstep: Class 2 contains 57045 members 
Entering Unmasked Estep 
Score: -17136222.000000 Penalty: 3948.029053
	Iteration 84Q: 3 clusters Score -1.713622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131634 members 
Mstep: Class 2 contains 57041 members 
Entering Unmasked Estep 
Score: -17136212.000000 Penalty: 3948.029053
	Iteration 85Q: 3 clusters Score -1.713621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131638 members 
Mstep: Class 2 contains 57037 members 
Entering Unmasked Estep 
Score: -17136210.000000 Penalty: 3948.029053
	Iteration 86Q: 3 clusters Score -1.713621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131643 members 
Mstep: Class 2 contains 57032 members 
Entering Unmasked Estep 
Score: -17136212.000000 Penalty: 3948.029053
	Iteration 87Q: 3 clusters Score -1.713621e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131652 members 
Mstep: Class 2 contains 57023 members 
Entering Unmasked Estep 
Score: -17136216.000000 Penalty: 3948.029053
	Iteration 88Q: 3 clusters Score -1.713622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131659 members 
Mstep: Class 2 contains 57016 members 
Entering Unmasked Estep 
Score: -17136206.000000 Penalty: 3948.029053
	Iteration 89Q: 3 clusters Score -1.713621e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131665 members 
Mstep: Class 2 contains 57010 members 
Entering Unmasked Estep 
Score: -17136224.000000 Penalty: 3948.029053
	Iteration 90Q: 3 clusters Score -1.713622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131667 members 
Mstep: Class 2 contains 57008 members 
Entering Unmasked Estep 
Score: -17136228.000000 Penalty: 3948.029053
	Iteration 91Q: 3 clusters Score -1.713623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131670 members 
Mstep: Class 2 contains 57005 members 
Entering Unmasked Estep 
Score: -17136236.000000 Penalty: 3948.029053
	Iteration 92Q: 3 clusters Score -1.713624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131672 members 
Mstep: Class 2 contains 57003 members 
Entering Unmasked Estep 
Score: -17136226.000000 Penalty: 3948.029053
	Iteration 93Q: 3 clusters Score -1.713623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131675 members 
Mstep: Class 2 contains 57000 members 
Entering Unmasked Estep 
Score: -17136234.000000 Penalty: 3948.029053
	Iteration 94Q: 3 clusters Score -1.713623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131680 members 
Mstep: Class 2 contains 56995 members 
Entering Unmasked Estep 
Score: -17136234.000000 Penalty: 3948.029053
	Iteration 95Q: 3 clusters Score -1.713623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131688 members 
Mstep: Class 2 contains 56987 members 
Entering Unmasked Estep 
Score: -17136236.000000 Penalty: 3948.029053
	Iteration 96Q: 3 clusters Score -1.713624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131692 members 
Mstep: Class 2 contains 56983 members 
Entering Unmasked Estep 
Score: -17136232.000000 Penalty: 3948.029053
	Iteration 97Q: 3 clusters Score -1.713623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131699 members 
Mstep: Class 2 contains 56976 members 
Entering Unmasked Estep 
Score: -17136220.000000 Penalty: 3948.029053
	Iteration 98Q: 3 clusters Score -1.713622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131703 members 
Mstep: Class 2 contains 56972 members 
Entering Unmasked Estep 
Score: -17136230.000000 Penalty: 3948.029053
	Iteration 99Q: 3 clusters Score -1.713623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131707 members 
Mstep: Class 2 contains 56968 members 
Entering Unmasked Estep 
Score: -17136230.000000 Penalty: 3948.029053
	Iteration 100F: 3 clusters Score -1.713623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131711 members 
Mstep: Class 2 contains 56964 members 
Entering Unmasked Estep 
Score: -17136230.000000 Penalty: 3948.029053
	Iteration 101Q: 3 clusters Score -1.713623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131715 members 
Mstep: Class 2 contains 56960 members 
Entering Unmasked Estep 
Score: -17136228.000000 Penalty: 3948.029053
	Iteration 102Q: 3 clusters Score -1.713623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131718 members 
Mstep: Class 2 contains 56957 members 
Entering Unmasked Estep 
Score: -17136226.000000 Penalty: 3948.029053
	Iteration 103Q: 3 clusters Score -1.713623e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131718 members 
Mstep: Class 2 contains 56957 members 
Entering Unmasked Estep 
Score: -17136226.000000 Penalty: 3948.029053
	Iteration 104F: 3 clusters Score -1.713623e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 17920 members 
Mstep: Class 3 contains 131718 members 
Mstep: Class 4 contains 13707 members 
Mstep: Class 5 contains 23124 members 
Mstep: Class 6 contains 55387 members 
Mstep: Class 7 contains 18863 members 
Mstep: Class 8 contains 39660 members 
Mstep: Class 9 contains 12824 members 
Mstep: Class 10 contains 3877 members 
Mstep: Class 11 contains 14648 members 
Mstep: Class 12 contains 11111 members 
Mstep: Class 13 contains 140710 members 
Mstep: Class 14 contains 56957 members 
Mstep: Class 15 contains 124409 members 
Mstep: Class 16 contains 41728 members 
Mstep: Class 17 contains 7592 members 
Mstep: Class 18 contains 152806 members 
Mstep: Class 19 contains 23298 members 
Mstep: Class 20 contains 5703 members 
Mstep: Class 21 contains 2150 members 
Entering Unmasked Estep 
Score: -84350024.000000 Penalty: 47000.179688
Splitting cluster 3 changes total score from -84318952.000000 to -84350024.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 4 (13707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Entering Unmasked Estep 
Score: -1110148.125000 Penalty: 1547.920044
	Iteration 0F: 2 clusters Score -1110148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1100600.875000 Penalty: 3095.840088
	Iteration 0F: 3 clusters Score -1100601 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1104082.375000 Penalty: 3095.840088
	Iteration 1F: 3 clusters Score -1104082 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1104733.875000 Penalty: 3095.840088
	Iteration 2F: 3 clusters Score -1104734 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1105421.875000 Penalty: 3095.840088
	Iteration 3F: 3 clusters Score -1105422 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1106040.125000 Penalty: 3095.840088
	Iteration 4F: 3 clusters Score -1106040 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1106602.750000 Penalty: 3095.840088
	Iteration 5F: 3 clusters Score -1106603 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1107038.375000 Penalty: 3095.840088
	Iteration 6F: 3 clusters Score -1107038 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1107391.000000 Penalty: 3095.840088
	Iteration 7Q: 3 clusters Score -1107391 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1107679.375000 Penalty: 3095.840088
	Iteration 8Q: 3 clusters Score -1107679 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1107884.625000 Penalty: 3095.840088
	Iteration 9Q: 3 clusters Score -1107885 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1108047.250000 Penalty: 3095.840088
	Iteration 10Q: 3 clusters Score -1108047 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1108170.500000 Penalty: 3095.840088
	Iteration 11Q: 3 clusters Score -1108170 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1108268.125000 Penalty: 3095.840088
	Iteration 12Q: 3 clusters Score -1108268 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1108351.625000 Penalty: 3095.840088
	Iteration 13Q: 3 clusters Score -1108352 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1108426.500000 Penalty: 3095.840088
	Iteration 14Q: 3 clusters Score -1108426 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1108494.625000 Penalty: 3095.840088
	Iteration 15Q: 3 clusters Score -1108495 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1108548.125000 Penalty: 3095.840088
	Iteration 16Q: 3 clusters Score -1108548 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1108584.125000 Penalty: 3095.840088
	Iteration 17Q: 3 clusters Score -1108584 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1108615.250000 Penalty: 3095.840088
	Iteration 18Q: 3 clusters Score -1108615 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1108648.500000 Penalty: 3095.840088
	Iteration 19Q: 3 clusters Score -1108648 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1108681.750000 Penalty: 3095.840088
	Iteration 20F: 3 clusters Score -1108682 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1108718.375000 Penalty: 3095.840088
	Iteration 21Q: 3 clusters Score -1108718 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1108753.125000 Penalty: 3095.840088
	Iteration 22Q: 3 clusters Score -1108753 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1108794.125000 Penalty: 3095.840088
	Iteration 23Q: 3 clusters Score -1108794 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1108848.750000 Penalty: 3095.840088
	Iteration 24Q: 3 clusters Score -1108849 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1108909.750000 Penalty: 3095.840088
	Iteration 25Q: 3 clusters Score -1108910 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1108983.500000 Penalty: 3095.840088
	Iteration 26Q: 3 clusters Score -1108984 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1109038.250000 Penalty: 3095.840088
	Iteration 27Q: 3 clusters Score -1109038 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1109084.625000 Penalty: 3095.840088
	Iteration 28Q: 3 clusters Score -1109085 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1109116.625000 Penalty: 3095.840088
	Iteration 29Q: 3 clusters Score -1109117 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1109135.750000 Penalty: 3095.840088
	Iteration 30Q: 3 clusters Score -1109136 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1109153.250000 Penalty: 3095.840088
	Iteration 31Q: 3 clusters Score -1109153 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1109167.375000 Penalty: 3095.840088
	Iteration 32Q: 3 clusters Score -1109167 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1109184.000000 Penalty: 3095.840088
	Iteration 33Q: 3 clusters Score -1109184 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1109197.375000 Penalty: 3095.840088
	Iteration 34Q: 3 clusters Score -1109197 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1109220.500000 Penalty: 3095.840088
	Iteration 35Q: 3 clusters Score -1109220 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1109237.250000 Penalty: 3095.840088
	Iteration 36Q: 3 clusters Score -1109237 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1109254.625000 Penalty: 3095.840088
	Iteration 37Q: 3 clusters Score -1109255 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1109267.500000 Penalty: 3095.840088
	Iteration 38Q: 3 clusters Score -1109268 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1109285.250000 Penalty: 3095.840088
	Iteration 39Q: 3 clusters Score -1109285 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1109302.500000 Penalty: 3095.840088
	Iteration 40F: 3 clusters Score -1109302 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1109318.500000 Penalty: 3095.840088
	Iteration 41Q: 3 clusters Score -1109318 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1109332.500000 Penalty: 3095.840088
	Iteration 42Q: 3 clusters Score -1109332 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1109348.500000 Penalty: 3095.840088
	Iteration 43Q: 3 clusters Score -1109348 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1109366.625000 Penalty: 3095.840088
	Iteration 44Q: 3 clusters Score -1109367 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1109374.750000 Penalty: 3095.840088
	Iteration 45Q: 3 clusters Score -1109375 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1109388.000000 Penalty: 3095.840088
	Iteration 46Q: 3 clusters Score -1109388 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1109398.625000 Penalty: 3095.840088
	Iteration 47Q: 3 clusters Score -1109399 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1109413.375000 Penalty: 3095.840088
	Iteration 48Q: 3 clusters Score -1109413 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1109436.375000 Penalty: 3095.840088
	Iteration 49Q: 3 clusters Score -1109436 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1109456.875000 Penalty: 3095.840088
	Iteration 50Q: 3 clusters Score -1109457 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1109478.500000 Penalty: 3095.840088
	Iteration 51Q: 3 clusters Score -1109478 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1109499.750000 Penalty: 3095.840088
	Iteration 52Q: 3 clusters Score -1109500 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1109518.250000 Penalty: 3095.840088
	Iteration 53Q: 3 clusters Score -1109518 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1109537.500000 Penalty: 3095.840088
	Iteration 54Q: 3 clusters Score -1109538 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1109560.750000 Penalty: 3095.840088
	Iteration 55Q: 3 clusters Score -1109561 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1109579.375000 Penalty: 3095.840088
	Iteration 56Q: 3 clusters Score -1109579 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1109607.500000 Penalty: 3095.840088
	Iteration 57Q: 3 clusters Score -1109608 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1109620.625000 Penalty: 3095.840088
	Iteration 58Q: 3 clusters Score -1109621 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1109639.500000 Penalty: 3095.840088
	Iteration 59Q: 3 clusters Score -1109640 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1109658.000000 Penalty: 3095.840088
	Iteration 60F: 3 clusters Score -1109658 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1109669.250000 Penalty: 3095.840088
	Iteration 61Q: 3 clusters Score -1109669 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1109681.125000 Penalty: 3095.840088
	Iteration 62Q: 3 clusters Score -1109681 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1109694.750000 Penalty: 3095.840088
	Iteration 63Q: 3 clusters Score -1109695 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1109712.000000 Penalty: 3095.840088
	Iteration 64Q: 3 clusters Score -1109712 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1109728.000000 Penalty: 3095.840088
	Iteration 65Q: 3 clusters Score -1109728 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1109744.500000 Penalty: 3095.840088
	Iteration 66Q: 3 clusters Score -1109744 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1109756.000000 Penalty: 3095.840088
	Iteration 67Q: 3 clusters Score -1109756 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1109767.500000 Penalty: 3095.840088
	Iteration 68Q: 3 clusters Score -1109768 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1109772.250000 Penalty: 3095.840088
	Iteration 69Q: 3 clusters Score -1109772 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1109771.875000 Penalty: 3095.840088
	Iteration 70Q: 3 clusters Score -1109772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1109781.500000 Penalty: 3095.840088
	Iteration 71Q: 3 clusters Score -1109782 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1109788.000000 Penalty: 3095.840088
	Iteration 72Q: 3 clusters Score -1109788 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1109792.875000 Penalty: 3095.840088
	Iteration 73Q: 3 clusters Score -1109793 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1109800.125000 Penalty: 3095.840088
	Iteration 74Q: 3 clusters Score -1109800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1109809.375000 Penalty: 3095.840088
	Iteration 75Q: 3 clusters Score -1109809 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1109818.875000 Penalty: 3095.840088
	Iteration 76Q: 3 clusters Score -1109819 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1109835.125000 Penalty: 3095.840088
	Iteration 77Q: 3 clusters Score -1109835 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1109841.375000 Penalty: 3095.840088
	Iteration 78Q: 3 clusters Score -1109841 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1109844.750000 Penalty: 3095.840088
	Iteration 79Q: 3 clusters Score -1109845 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1109848.250000 Penalty: 3095.840088
	Iteration 80F: 3 clusters Score -1109848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1109854.125000 Penalty: 3095.840088
	Iteration 81Q: 3 clusters Score -1109854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1109859.625000 Penalty: 3095.840088
	Iteration 82Q: 3 clusters Score -1109860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1109860.000000 Penalty: 3095.840088
	Iteration 83Q: 3 clusters Score -1109860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1109860.875000 Penalty: 3095.840088
	Iteration 84Q: 3 clusters Score -1109861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1109862.750000 Penalty: 3095.840088
	Iteration 85Q: 3 clusters Score -1109863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1109865.000000 Penalty: 3095.840088
	Iteration 86Q: 3 clusters Score -1109865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1109864.625000 Penalty: 3095.840088
	Iteration 87Q: 3 clusters Score -1109865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1109867.625000 Penalty: 3095.840088
	Iteration 88Q: 3 clusters Score -1109868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1109870.375000 Penalty: 3095.840088
	Iteration 89Q: 3 clusters Score -1109870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1109868.875000 Penalty: 3095.840088
	Iteration 90Q: 3 clusters Score -1109869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1109871.375000 Penalty: 3095.840088
	Iteration 91Q: 3 clusters Score -1109871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1109872.750000 Penalty: 3095.840088
	Iteration 92Q: 3 clusters Score -1109873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1109874.500000 Penalty: 3095.840088
	Iteration 93Q: 3 clusters Score -1109874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1109875.250000 Penalty: 3095.840088
	Iteration 94Q: 3 clusters Score -1109875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1109875.500000 Penalty: 3095.840088
	Iteration 95Q: 3 clusters Score -1109876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1109875.875000 Penalty: 3095.840088
	Iteration 96Q: 3 clusters Score -1109876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1109879.625000 Penalty: 3095.840088
	Iteration 97Q: 3 clusters Score -1109880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1109879.250000 Penalty: 3095.840088
	Iteration 98Q: 3 clusters Score -1109879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1109878.625000 Penalty: 3095.840088
	Iteration 99Q: 3 clusters Score -1109879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1109878.625000 Penalty: 3095.840088
	Iteration 100F: 3 clusters Score -1109879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1109878.000000 Penalty: 3095.840088
	Iteration 101Q: 3 clusters Score -1109878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1109879.250000 Penalty: 3095.840088
	Iteration 102Q: 3 clusters Score -1109879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1109879.500000 Penalty: 3095.840088
	Iteration 103Q: 3 clusters Score -1109880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1109879.125000 Penalty: 3095.840088
	Iteration 104Q: 3 clusters Score -1109879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1109882.000000 Penalty: 3095.840088
	Iteration 105Q: 3 clusters Score -1109882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1109880.500000 Penalty: 3095.840088
	Iteration 106Q: 3 clusters Score -1109880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1109882.125000 Penalty: 3095.840088
	Iteration 107Q: 3 clusters Score -1109882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1109882.375000 Penalty: 3095.840088
	Iteration 108Q: 3 clusters Score -1109882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1109883.875000 Penalty: 3095.840088
	Iteration 109Q: 3 clusters Score -1109884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1109884.750000 Penalty: 3095.840088
	Iteration 110Q: 3 clusters Score -1109885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1109884.500000 Penalty: 3095.840088
	Iteration 111Q: 3 clusters Score -1109884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1109885.250000 Penalty: 3095.840088
	Iteration 112Q: 3 clusters Score -1109885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1109884.125000 Penalty: 3095.840088
	Iteration 113Q: 3 clusters Score -1109884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1109884.000000 Penalty: 3095.840088
	Iteration 114Q: 3 clusters Score -1109884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1109884.625000 Penalty: 3095.840088
	Iteration 115Q: 3 clusters Score -1109885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1109884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1109884.125000 Penalty: 3095.840088
	Iteration 117F: 3 clusters Score -1109884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23124 members 
Entering Unmasked Estep 
Score: -1904259.750000 Penalty: 1632.901733
	Iteration 0F: 2 clusters Score -1904260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1888650.125000 Penalty: 3265.803467
	Iteration 0F: 3 clusters Score -1888650 nChanged 10469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1894781.875000 Penalty: 3265.803467
	Iteration 1F: 3 clusters Score -1894782 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1895645.500000 Penalty: 3265.803467
	Iteration 2F: 3 clusters Score -1895646 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1896658.250000 Penalty: 3265.803467
	Iteration 3F: 3 clusters Score -1896658 nChanged 1549
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1897622.500000 Penalty: 3265.803467
	Iteration 4F: 3 clusters Score -1897622 nChanged 1512
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -1898619 nChanged 1409
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -1899504 nChanged 1177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -1900181 nChanged 916
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Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1900628 nChanged 737
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1900944 nChanged 584
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1901166 nChanged 483
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Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1901334 nChanged 411
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Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1901451.625000 Penalty: 3265.803467
	Iteration 12Q: 3 clusters Score -1901452 nChanged 297
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Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1901517 nChanged 230
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Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1901561 nChanged 175
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Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1901585 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1901619 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1901632 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1901647.125000 Penalty: 3265.803467
	Iteration 18Q: 3 clusters Score -1901647 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1901658.500000 Penalty: 3265.803467
	Iteration 19Q: 3 clusters Score -1901658 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -1901672.375000 Penalty: 3265.803467
	Iteration 20F: 3 clusters Score -1901672 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1901680.750000 Penalty: 3265.803467
	Iteration 21Q: 3 clusters Score -1901681 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1901690 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1901689 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1901691.750000 Penalty: 3265.803467
	Iteration 24Q: 3 clusters Score -1901692 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1901696 nChanged 56
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Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1901707 nChanged 53
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Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1901709 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1901708 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1901709.125000 Penalty: 3265.803467
	Iteration 29Q: 3 clusters Score -1901709 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1901714.000000 Penalty: 3265.803467
	Iteration 30Q: 3 clusters Score -1901714 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1901725.125000 Penalty: 3265.803467
	Iteration 31Q: 3 clusters Score -1901725 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1901733.500000 Penalty: 3265.803467
	Iteration 32Q: 3 clusters Score -1901734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1901729.875000 Penalty: 3265.803467
	Iteration 33Q: 3 clusters Score -1901730 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1901735.750000 Penalty: 3265.803467
	Iteration 34Q: 3 clusters Score -1901736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1901730.875000 Penalty: 3265.803467
	Iteration 35Q: 3 clusters Score -1901731 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1901727.875000 Penalty: 3265.803467
	Iteration 36Q: 3 clusters Score -1901728 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1901734.375000 Penalty: 3265.803467
	Iteration 37Q: 3 clusters Score -1901734 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1901738.500000 Penalty: 3265.803467
	Iteration 38Q: 3 clusters Score -1901738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1901745.250000 Penalty: 3265.803467
	Iteration 39Q: 3 clusters Score -1901745 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1901750.375000 Penalty: 3265.803467
	Iteration 40F: 3 clusters Score -1901750 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1901744.875000 Penalty: 3265.803467
	Iteration 41Q: 3 clusters Score -1901745 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1901751.750000 Penalty: 3265.803467
	Iteration 42Q: 3 clusters Score -1901752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1901753.625000 Penalty: 3265.803467
	Iteration 43Q: 3 clusters Score -1901754 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1901753.000000 Penalty: 3265.803467
	Iteration 44Q: 3 clusters Score -1901753 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1901756.625000 Penalty: 3265.803467
	Iteration 45Q: 3 clusters Score -1901757 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1901755.000000 Penalty: 3265.803467
	Iteration 46Q: 3 clusters Score -1901755 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1901757.375000 Penalty: 3265.803467
	Iteration 47Q: 3 clusters Score -1901757 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1901758.750000 Penalty: 3265.803467
	Iteration 48Q: 3 clusters Score -1901759 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1901758.500000 Penalty: 3265.803467
	Iteration 49Q: 3 clusters Score -1901758 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1901758 nChanged 30
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Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1901759 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1901762.375000 Penalty: 3265.803467
	Iteration 52Q: 3 clusters Score -1901762 nChanged 27
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Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1901763 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1901764.000000 Penalty: 3265.803467
	Iteration 54Q: 3 clusters Score -1901764 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1901768.625000 Penalty: 3265.803467
	Iteration 55Q: 3 clusters Score -1901769 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1901773.875000 Penalty: 3265.803467
	Iteration 56Q: 3 clusters Score -1901774 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1901774.500000 Penalty: 3265.803467
	Iteration 57Q: 3 clusters Score -1901774 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1901773.125000 Penalty: 3265.803467
	Iteration 58Q: 3 clusters Score -1901773 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1901770.750000 Penalty: 3265.803467
	Iteration 59Q: 3 clusters Score -1901771 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1901768.375000 Penalty: 3265.803467
	Iteration 60F: 3 clusters Score -1901768 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1901771.500000 Penalty: 3265.803467
	Iteration 61Q: 3 clusters Score -1901772 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1901771 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1901772 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1901773 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1901773 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1901772.250000 Penalty: 3265.803467
	Iteration 66Q: 3 clusters Score -1901772 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1901773.625000 Penalty: 3265.803467
	Iteration 67Q: 3 clusters Score -1901774 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1901777.250000 Penalty: 3265.803467
	Iteration 68Q: 3 clusters Score -1901777 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1901776.375000 Penalty: 3265.803467
	Iteration 69Q: 3 clusters Score -1901776 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1901776 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1901779.000000 Penalty: 3265.803467
	Iteration 71Q: 3 clusters Score -1901779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1901778.125000 Penalty: 3265.803467
	Iteration 72Q: 3 clusters Score -1901778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1901778.750000 Penalty: 3265.803467
	Iteration 73Q: 3 clusters Score -1901779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1901778.750000 Penalty: 3265.803467
	Iteration 74Q: 3 clusters Score -1901779 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1901778.125000 Penalty: 3265.803467
	Iteration 75Q: 3 clusters Score -1901778 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1901780 nChanged 0
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Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1901779.500000 Penalty: 3265.803467
	Iteration 77F: 3 clusters Score -1901780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (55387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55387 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -4934638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -4897359.500000 Penalty: 3549.682617
	Iteration 0F: 3 clusters Score -4897360 nChanged 26337
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Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -4912368 nChanged 2090
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -4912944 nChanged 2136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -4913648 nChanged 2388
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -4914592.500000 Penalty: 3549.682617
	Iteration 4Q: 3 clusters Score -4914592 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -4915910.500000 Penalty: 3549.682617
	Iteration 5Q: 3 clusters Score -4915910 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -4917863.500000 Penalty: 3549.682617
	Iteration 6F: 3 clusters Score -4917864 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -4920550.000000 Penalty: 3549.682617
	Iteration 7F: 3 clusters Score -4920550 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -4923719.000000 Penalty: 3549.682617
	Iteration 8F: 3 clusters Score -4923719 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -4926622.000000 Penalty: 3549.682617
	Iteration 9F: 3 clusters Score -4926622 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -4928919.500000 Penalty: 3549.682617
	Iteration 10Q: 3 clusters Score -4928920 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49146 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -4930435.500000 Penalty: 3549.682617
	Iteration 11Q: 3 clusters Score -4930436 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -4931303.000000 Penalty: 3549.682617
	Iteration 12Q: 3 clusters Score -4931303 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50963 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -4931770.000000 Penalty: 3549.682617
	Iteration 13Q: 3 clusters Score -4931770 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51517 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -4932040.500000 Penalty: 3549.682617
	Iteration 14Q: 3 clusters Score -4932040 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51961 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -4932283.000000 Penalty: 3549.682617
	Iteration 15Q: 3 clusters Score -4932283 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52344 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -4932443.000000 Penalty: 3549.682617
	Iteration 16Q: 3 clusters Score -4932443 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52645 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -4932553.500000 Penalty: 3549.682617
	Iteration 17Q: 3 clusters Score -4932554 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52924 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -4932708.000000 Penalty: 3549.682617
	Iteration 18Q: 3 clusters Score -4932708 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53181 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -4932822.500000 Penalty: 3549.682617
	Iteration 19Q: 3 clusters Score -4932822 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53406 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4932930.500000 Penalty: 3549.682617
	Iteration 20F: 3 clusters Score -4932930 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53598 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -4933007.000000 Penalty: 3549.682617
	Iteration 21Q: 3 clusters Score -4933007 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53771 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4933085.000000 Penalty: 3549.682617
	Iteration 22Q: 3 clusters Score -4933085 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53912 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4933132.000000 Penalty: 3549.682617
	Iteration 23Q: 3 clusters Score -4933132 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54040 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4933175.500000 Penalty: 3549.682617
	Iteration 24Q: 3 clusters Score -4933176 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54155 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4933219.000000 Penalty: 3549.682617
	Iteration 25Q: 3 clusters Score -4933219 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54237 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4933247.500000 Penalty: 3549.682617
	Iteration 26Q: 3 clusters Score -4933248 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54313 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4933284.500000 Penalty: 3549.682617
	Iteration 27Q: 3 clusters Score -4933284 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54370 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4933304.500000 Penalty: 3549.682617
	Iteration 28Q: 3 clusters Score -4933304 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54434 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4933331.500000 Penalty: 3549.682617
	Iteration 29Q: 3 clusters Score -4933332 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54491 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4933363.500000 Penalty: 3549.682617
	Iteration 30Q: 3 clusters Score -4933364 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54532 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4933372.500000 Penalty: 3549.682617
	Iteration 31Q: 3 clusters Score -4933372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54558 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4933385.000000 Penalty: 3549.682617
	Iteration 32Q: 3 clusters Score -4933385 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54577 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4933398.500000 Penalty: 3549.682617
	Iteration 33Q: 3 clusters Score -4933398 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54602 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4933407.500000 Penalty: 3549.682617
	Iteration 34Q: 3 clusters Score -4933408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54621 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4933406.000000 Penalty: 3549.682617
	Iteration 35Q: 3 clusters Score -4933406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54635 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4933416.000000 Penalty: 3549.682617
	Iteration 36Q: 3 clusters Score -4933416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54645 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4933418.000000 Penalty: 3549.682617
	Iteration 37Q: 3 clusters Score -4933418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54657 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4933429.000000 Penalty: 3549.682617
	Iteration 38Q: 3 clusters Score -4933429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54667 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4933435.500000 Penalty: 3549.682617
	Iteration 39Q: 3 clusters Score -4933436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54673 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4933440.500000 Penalty: 3549.682617
	Iteration 40F: 3 clusters Score -4933440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54680 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4933438.000000 Penalty: 3549.682617
	Iteration 41Q: 3 clusters Score -4933438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54687 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4933440.500000 Penalty: 3549.682617
	Iteration 42Q: 3 clusters Score -4933440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54694 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4933437.000000 Penalty: 3549.682617
	Iteration 43Q: 3 clusters Score -4933437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54701 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4933437.500000 Penalty: 3549.682617
	Iteration 44Q: 3 clusters Score -4933438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54706 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4933444.500000 Penalty: 3549.682617
	Iteration 45Q: 3 clusters Score -4933444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54709 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4933448.000000 Penalty: 3549.682617
	Iteration 46Q: 3 clusters Score -4933448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54711 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4933450.000000 Penalty: 3549.682617
	Iteration 47Q: 3 clusters Score -4933450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54719 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4933456.000000 Penalty: 3549.682617
	Iteration 48Q: 3 clusters Score -4933456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54720 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4933456.500000 Penalty: 3549.682617
	Iteration 49Q: 3 clusters Score -4933456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54721 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4933456.000000 Penalty: 3549.682617
	Iteration 50Q: 3 clusters Score -4933456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54721 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4933456.000000 Penalty: 3549.682617
	Iteration 51F: 3 clusters Score -4933456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Entering Unmasked Estep 
Score: -1617750.750000 Penalty: 1599.805542
	Iteration 0F: 2 clusters Score -1617751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1604865.125000 Penalty: 3199.611084
	Iteration 0F: 3 clusters Score -1604865 nChanged 8499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1610155.875000 Penalty: 3199.611084
	Iteration 1F: 3 clusters Score -1610156 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1610947.125000 Penalty: 3199.611084
	Iteration 2F: 3 clusters Score -1610947 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1611731.125000 Penalty: 3199.611084
	Iteration 3F: 3 clusters Score -1611731 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1612731.625000 Penalty: 3199.611084
	Iteration 4F: 3 clusters Score -1612732 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1614264.000000 Penalty: 3199.611084
	Iteration 5F: 3 clusters Score -1614264 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1616077.000000 Penalty: 3199.611084
	Iteration 6F: 3 clusters Score -1616077 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1617451.625000 Penalty: 3199.611084
	Iteration 7F: 3 clusters Score -1617452 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1618110.875000 Penalty: 3199.611084
	Iteration 8F: 3 clusters Score -1618111 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1618528.000000 Penalty: 3199.611084
	Iteration 9Q: 3 clusters Score -1618528 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1618851.250000 Penalty: 3199.611084
	Iteration 10Q: 3 clusters Score -1618851 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1619168.250000 Penalty: 3199.611084
	Iteration 11Q: 3 clusters Score -1619168 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1619578.000000 Penalty: 3199.611084
	Iteration 12Q: 3 clusters Score -1619578 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1619831.750000 Penalty: 3199.611084
	Iteration 13Q: 3 clusters Score -1619832 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1619941.625000 Penalty: 3199.611084
	Iteration 14Q: 3 clusters Score -1619942 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1619986.625000 Penalty: 3199.611084
	Iteration 15Q: 3 clusters Score -1619987 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1620040.625000 Penalty: 3199.611084
	Iteration 16Q: 3 clusters Score -1620041 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1620071.625000 Penalty: 3199.611084
	Iteration 17Q: 3 clusters Score -1620072 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1620108.250000 Penalty: 3199.611084
	Iteration 18Q: 3 clusters Score -1620108 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1620133.125000 Penalty: 3199.611084
	Iteration 19Q: 3 clusters Score -1620133 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1620154.875000 Penalty: 3199.611084
	Iteration 20F: 3 clusters Score -1620155 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1620171.625000 Penalty: 3199.611084
	Iteration 21Q: 3 clusters Score -1620172 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1620186.375000 Penalty: 3199.611084
	Iteration 22Q: 3 clusters Score -1620186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1620201.750000 Penalty: 3199.611084
	Iteration 23Q: 3 clusters Score -1620202 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1620209.750000 Penalty: 3199.611084
	Iteration 24Q: 3 clusters Score -1620210 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1620212.375000 Penalty: 3199.611084
	Iteration 25Q: 3 clusters Score -1620212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1620214.250000 Penalty: 3199.611084
	Iteration 26Q: 3 clusters Score -1620214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1620221.000000 Penalty: 3199.611084
	Iteration 27Q: 3 clusters Score -1620221 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1620222.125000 Penalty: 3199.611084
	Iteration 28Q: 3 clusters Score -1620222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1620226.875000 Penalty: 3199.611084
	Iteration 29Q: 3 clusters Score -1620227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1620227.625000 Penalty: 3199.611084
	Iteration 30Q: 3 clusters Score -1620228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1620230.625000 Penalty: 3199.611084
	Iteration 31Q: 3 clusters Score -1620231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1620227.500000 Penalty: 3199.611084
	Iteration 32Q: 3 clusters Score -1620228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1620232.500000 Penalty: 3199.611084
	Iteration 33Q: 3 clusters Score -1620232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1620231.500000 Penalty: 3199.611084
	Iteration 34Q: 3 clusters Score -1620232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1620236.875000 Penalty: 3199.611084
	Iteration 35Q: 3 clusters Score -1620237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1620237.000000 Penalty: 3199.611084
	Iteration 36Q: 3 clusters Score -1620237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1620236.875000 Penalty: 3199.611084
	Iteration 37Q: 3 clusters Score -1620237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1620236.875000 Penalty: 3199.611084
	Iteration 38F: 3 clusters Score -1620237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 17920 members 
Mstep: Class 3 contains 131718 members 
Mstep: Class 4 contains 13707 members 
Mstep: Class 5 contains 23124 members 
Mstep: Class 6 contains 55387 members 
Mstep: Class 7 contains 15278 members 
Mstep: Class 8 contains 39660 members 
Mstep: Class 9 contains 12824 members 
Mstep: Class 10 contains 3877 members 
Mstep: Class 11 contains 14648 members 
Mstep: Class 12 contains 11111 members 
Mstep: Class 13 contains 140710 members 
Mstep: Class 14 contains 56957 members 
Mstep: Class 15 contains 124409 members 
Mstep: Class 16 contains 41728 members 
Mstep: Class 17 contains 7592 members 
Mstep: Class 18 contains 152806 members 
Mstep: Class 19 contains 23298 members 
Mstep: Class 20 contains 5703 members 
Mstep: Class 21 contains 2150 members 
Mstep: Class 22 contains 3585 members 
Entering Unmasked Estep 
Score: -84351752.000000 Penalty: 49238.285156
Splitting cluster 7 changes total score from -84318952.000000 to -84351752.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 9 (12824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Entering Unmasked Estep 
Score: -1113669.625000 Penalty: 1537.099487
	Iteration 0F: 2 clusters Score -1113670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1104782.500000 Penalty: 3074.198975
	Iteration 0F: 3 clusters Score -1104782 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1108512.250000 Penalty: 3074.198975
	Iteration 1F: 3 clusters Score -1108512 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1110281.375000 Penalty: 3074.198975
	Iteration 2F: 3 clusters Score -1110281 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1112314.125000 Penalty: 3074.198975
	Iteration 3F: 3 clusters Score -1112314 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1113813.250000 Penalty: 3074.198975
	Iteration 4F: 3 clusters Score -1113813 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1114820.000000 Penalty: 3074.198975
	Iteration 5F: 3 clusters Score -1114820 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1115468.625000 Penalty: 3074.198975
	Iteration 6F: 3 clusters Score -1115469 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1115792.875000 Penalty: 3074.198975
	Iteration 7Q: 3 clusters Score -1115793 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1115978.500000 Penalty: 3074.198975
	Iteration 8Q: 3 clusters Score -1115978 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1116057.500000 Penalty: 3074.198975
	Iteration 9Q: 3 clusters Score -1116058 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1116107.625000 Penalty: 3074.198975
	Iteration 10Q: 3 clusters Score -1116108 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1116151.000000 Penalty: 3074.198975
	Iteration 11Q: 3 clusters Score -1116151 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1116163.125000 Penalty: 3074.198975
	Iteration 12Q: 3 clusters Score -1116163 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1116183.750000 Penalty: 3074.198975
	Iteration 13Q: 3 clusters Score -1116184 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1116200.125000 Penalty: 3074.198975
	Iteration 14Q: 3 clusters Score -1116200 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1116237.875000 Penalty: 3074.198975
	Iteration 15Q: 3 clusters Score -1116238 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1116295.875000 Penalty: 3074.198975
	Iteration 16Q: 3 clusters Score -1116296 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1116378.125000 Penalty: 3074.198975
	Iteration 17Q: 3 clusters Score -1116378 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1116487.875000 Penalty: 3074.198975
	Iteration 18Q: 3 clusters Score -1116488 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1116555.250000 Penalty: 3074.198975
	Iteration 19Q: 3 clusters Score -1116555 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1116608.125000 Penalty: 3074.198975
	Iteration 20F: 3 clusters Score -1116608 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1116645.000000 Penalty: 3074.198975
	Iteration 21Q: 3 clusters Score -1116645 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1116658.750000 Penalty: 3074.198975
	Iteration 22Q: 3 clusters Score -1116659 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1116667.625000 Penalty: 3074.198975
	Iteration 23Q: 3 clusters Score -1116668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1116669.125000 Penalty: 3074.198975
	Iteration 24Q: 3 clusters Score -1116669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1116676.625000 Penalty: 3074.198975
	Iteration 25Q: 3 clusters Score -1116677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1116673.375000 Penalty: 3074.198975
	Iteration 26Q: 3 clusters Score -1116673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1116676.875000 Penalty: 3074.198975
	Iteration 27Q: 3 clusters Score -1116677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1116675.625000 Penalty: 3074.198975
	Iteration 28Q: 3 clusters Score -1116676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1116674.500000 Penalty: 3074.198975
	Iteration 29Q: 3 clusters Score -1116674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1116674.500000 Penalty: 3074.198975
	Iteration 30Q: 3 clusters Score -1116674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1116676.500000 Penalty: 3074.198975
	Iteration 31Q: 3 clusters Score -1116676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1116676.500000 Penalty: 3074.198975
	Iteration 32Q: 3 clusters Score -1116676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1116679.375000 Penalty: 3074.198975
	Iteration 33Q: 3 clusters Score -1116679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1116677.875000 Penalty: 3074.198975
	Iteration 34Q: 3 clusters Score -1116678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1116677.250000 Penalty: 3074.198975
	Iteration 35Q: 3 clusters Score -1116677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1116676.875000 Penalty: 3074.198975
	Iteration 36Q: 3 clusters Score -1116677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1116676.875000 Penalty: 3074.198975
	Iteration 37F: 3 clusters Score -1116677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 17920 members 
Mstep: Class 3 contains 131718 members 
Mstep: Class 4 contains 13707 members 
Mstep: Class 5 contains 23124 members 
Mstep: Class 6 contains 55387 members 
Mstep: Class 7 contains 15278 members 
Mstep: Class 8 contains 39660 members 
Mstep: Class 9 contains 10132 members 
Mstep: Class 10 contains 3877 members 
Mstep: Class 11 contains 14648 members 
Mstep: Class 12 contains 11111 members 
Mstep: Class 13 contains 140710 members 
Mstep: Class 14 contains 56957 members 
Mstep: Class 15 contains 124409 members 
Mstep: Class 16 contains 41728 members 
Mstep: Class 17 contains 7592 members 
Mstep: Class 18 contains 152806 members 
Mstep: Class 19 contains 23298 members 
Mstep: Class 20 contains 5703 members 
Mstep: Class 21 contains 2150 members 
Mstep: Class 22 contains 3585 members 
Mstep: Class 23 contains 2692 members 
Entering Unmasked Estep 
Score: -84353984.000000 Penalty: 51476.386719
Splitting cluster 9 changes total score from -84318952.000000 to -84353984.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (3877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Entering Unmasked Estep 
Score: -305248.812500 Penalty: 1342.707764
	Iteration 0F: 2 clusters Score -305248.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -302302.468750 Penalty: 2685.415527
	Iteration 0F: 3 clusters Score -302302.5 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -304587.625000 Penalty: 2685.415527
	Iteration 1F: 3 clusters Score -304587.6 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -306037.906250 Penalty: 2685.415527
	Iteration 2F: 3 clusters Score -306037.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -306836.593750 Penalty: 2685.415527
	Iteration 3F: 3 clusters Score -306836.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -307147.781250 Penalty: 2685.415527
	Iteration 4F: 3 clusters Score -307147.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -307246.500000 Penalty: 2685.415527
	Iteration 5Q: 3 clusters Score -307246.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -307295.906250 Penalty: 2685.415527
	Iteration 6Q: 3 clusters Score -307295.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -307320.437500 Penalty: 2685.415527
	Iteration 7Q: 3 clusters Score -307320.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -307329.781250 Penalty: 2685.415527
	Iteration 8Q: 3 clusters Score -307329.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -307337.375000 Penalty: 2685.415527
	Iteration 9Q: 3 clusters Score -307337.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -307341.968750 Penalty: 2685.415527
	Iteration 10Q: 3 clusters Score -307342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -307346.875000 Penalty: 2685.415527
	Iteration 11Q: 3 clusters Score -307346.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -307349.656250 Penalty: 2685.415527
	Iteration 12Q: 3 clusters Score -307349.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -307353.250000 Penalty: 2685.415527
	Iteration 13Q: 3 clusters Score -307353.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -307354.187500 Penalty: 2685.415527
	Iteration 14Q: 3 clusters Score -307354.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -307355.093750 Penalty: 2685.415527
	Iteration 15Q: 3 clusters Score -307355.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -307357.187500 Penalty: 2685.415527
	Iteration 16Q: 3 clusters Score -307357.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -307358.343750 Penalty: 2685.415527
	Iteration 17Q: 3 clusters Score -307358.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -307359.343750 Penalty: 2685.415527
	Iteration 18Q: 3 clusters Score -307359.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -307361.000000 Penalty: 2685.415527
	Iteration 19Q: 3 clusters Score -307361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -307362.250000 Penalty: 2685.415527
	Iteration 20F: 3 clusters Score -307362.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -307364.875000 Penalty: 2685.415527
	Iteration 21Q: 3 clusters Score -307364.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -307366.843750 Penalty: 2685.415527
	Iteration 22Q: 3 clusters Score -307366.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -307368.312500 Penalty: 2685.415527
	Iteration 23Q: 3 clusters Score -307368.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -307369.500000 Penalty: 2685.415527
	Iteration 24Q: 3 clusters Score -307369.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -307371.000000 Penalty: 2685.415527
	Iteration 25Q: 3 clusters Score -307371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -307371.218750 Penalty: 2685.415527
	Iteration 26Q: 3 clusters Score -307371.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -307371.312500 Penalty: 2685.415527
	Iteration 27Q: 3 clusters Score -307371.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -307372.750000 Penalty: 2685.415527
	Iteration 28Q: 3 clusters Score -307372.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -307372.656250 Penalty: 2685.415527
	Iteration 29Q: 3 clusters Score -307372.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -307372.656250 Penalty: 2685.415527
	Iteration 30F: 3 clusters Score -307372.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 17920 members 
Mstep: Class 3 contains 131718 members 
Mstep: Class 4 contains 13707 members 
Mstep: Class 5 contains 23124 members 
Mstep: Class 6 contains 55387 members 
Mstep: Class 7 contains 15278 members 
Mstep: Class 8 contains 39660 members 
Mstep: Class 9 contains 10132 members 
Mstep: Class 10 contains 2197 members 
Mstep: Class 11 contains 14648 members 
Mstep: Class 12 contains 11111 members 
Mstep: Class 13 contains 140710 members 
Mstep: Class 14 contains 56957 members 
Mstep: Class 15 contains 124409 members 
Mstep: Class 16 contains 41728 members 
Mstep: Class 17 contains 7592 members 
Mstep: Class 18 contains 152806 members 
Mstep: Class 19 contains 23298 members 
Mstep: Class 20 contains 5703 members 
Mstep: Class 21 contains 2150 members 
Mstep: Class 22 contains 3585 members 
Mstep: Class 23 contains 2692 members 
Mstep: Class 24 contains 1680 members 
Entering Unmasked Estep 
Score: -84355168.000000 Penalty: 53714.492188
Splitting cluster 10 changes total score from -84318952.000000 to -84355168.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 11 (14648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Entering Unmasked Estep 
Score: -1322044.125000 Penalty: 1558.709595
	Iteration 0F: 2 clusters Score -1322044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1312009.875000 Penalty: 3117.419189
	Iteration 0F: 3 clusters Score -1312010 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1316497.625000 Penalty: 3117.419189
	Iteration 1F: 3 clusters Score -1316498 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1318899.125000 Penalty: 3117.419189
	Iteration 2F: 3 clusters Score -1318899 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1321435.250000 Penalty: 3117.419189
	Iteration 3F: 3 clusters Score -1321435 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1322813.250000 Penalty: 3117.419189
	Iteration 4F: 3 clusters Score -1322813 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1323212.750000 Penalty: 3117.419189
	Iteration 5Q: 3 clusters Score -1323213 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1323345.750000 Penalty: 3117.419189
	Iteration 6Q: 3 clusters Score -1323346 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1323390.375000 Penalty: 3117.419189
	Iteration 7Q: 3 clusters Score -1323390 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1323409.750000 Penalty: 3117.419189
	Iteration 8Q: 3 clusters Score -1323410 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1323419.250000 Penalty: 3117.419189
	Iteration 9Q: 3 clusters Score -1323419 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1323423.375000 Penalty: 3117.419189
	Iteration 10Q: 3 clusters Score -1323423 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1323428.500000 Penalty: 3117.419189
	Iteration 11Q: 3 clusters Score -1323428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1323431.500000 Penalty: 3117.419189
	Iteration 12Q: 3 clusters Score -1323432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1323435.000000 Penalty: 3117.419189
	Iteration 13Q: 3 clusters Score -1323435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1323437.750000 Penalty: 3117.419189
	Iteration 14Q: 3 clusters Score -1323438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1323442.000000 Penalty: 3117.419189
	Iteration 15Q: 3 clusters Score -1323442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1323440.750000 Penalty: 3117.419189
	Iteration 16Q: 3 clusters Score -1323441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1323440.500000 Penalty: 3117.419189
	Iteration 17Q: 3 clusters Score -1323440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1323441.125000 Penalty: 3117.419189
	Iteration 18Q: 3 clusters Score -1323441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1323442.500000 Penalty: 3117.419189
	Iteration 19Q: 3 clusters Score -1323442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1323443.250000 Penalty: 3117.419189
	Iteration 20F: 3 clusters Score -1323443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1323444.625000 Penalty: 3117.419189
	Iteration 21Q: 3 clusters Score -1323445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1323445.500000 Penalty: 3117.419189
	Iteration 22Q: 3 clusters Score -1323446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1323443.875000 Penalty: 3117.419189
	Iteration 23Q: 3 clusters Score -1323444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1323442.750000 Penalty: 3117.419189
	Iteration 24Q: 3 clusters Score -1323443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1323443.375000 Penalty: 3117.419189
	Iteration 25Q: 3 clusters Score -1323443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1323445.125000 Penalty: 3117.419189
	Iteration 26Q: 3 clusters Score -1323445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1323445.125000 Penalty: 3117.419189
	Iteration 27F: 3 clusters Score -1323445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 17920 members 
Mstep: Class 3 contains 131718 members 
Mstep: Class 4 contains 13707 members 
Mstep: Class 5 contains 23124 members 
Mstep: Class 6 contains 55387 members 
Mstep: Class 7 contains 15278 members 
Mstep: Class 8 contains 39660 members 
Mstep: Class 9 contains 10132 members 
Mstep: Class 10 contains 2197 members 
Mstep: Class 11 contains 12394 members 
Mstep: Class 12 contains 11111 members 
Mstep: Class 13 contains 140710 members 
Mstep: Class 14 contains 56957 members 
Mstep: Class 15 contains 124409 members 
Mstep: Class 16 contains 41728 members 
Mstep: Class 17 contains 7592 members 
Mstep: Class 18 contains 152806 members 
Mstep: Class 19 contains 23298 members 
Mstep: Class 20 contains 5703 members 
Mstep: Class 21 contains 2150 members 
Mstep: Class 22 contains 3585 members 
Mstep: Class 23 contains 2692 members 
Mstep: Class 24 contains 1680 members 
Mstep: Class 25 contains 2254 members 
Entering Unmasked Estep 
Score: -84356200.000000 Penalty: 55952.593750
Splitting cluster 11 changes total score from -84318952.000000 to -84356200.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (11111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Entering Unmasked Estep 
Score: -966899.437500 Penalty: 1513.799805
	Iteration 0F: 2 clusters Score -966899.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -959045.000000 Penalty: 3027.599609
	Iteration 0F: 3 clusters Score -959045 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -962581.000000 Penalty: 3027.599609
	Iteration 1F: 3 clusters Score -962581 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -963945.750000 Penalty: 3027.599609
	Iteration 2F: 3 clusters Score -963945.8 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -965357.625000 Penalty: 3027.599609
	Iteration 3F: 3 clusters Score -965357.6 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -966539.062500 Penalty: 3027.599609
	Iteration 4F: 3 clusters Score -966539.1 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -967264.000000 Penalty: 3027.599609
	Iteration 5F: 3 clusters Score -967264 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -967694.437500 Penalty: 3027.599609
	Iteration 6Q: 3 clusters Score -967694.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -968036.437500 Penalty: 3027.599609
	Iteration 7Q: 3 clusters Score -968036.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -968394.687500 Penalty: 3027.599609
	Iteration 8Q: 3 clusters Score -968394.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -968760.312500 Penalty: 3027.599609
	Iteration 9Q: 3 clusters Score -968760.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -968969.437500 Penalty: 3027.599609
	Iteration 10Q: 3 clusters Score -968969.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -969060.437500 Penalty: 3027.599609
	Iteration 11Q: 3 clusters Score -969060.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -969094.187500 Penalty: 3027.599609
	Iteration 12Q: 3 clusters Score -969094.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -969114.375000 Penalty: 3027.599609
	Iteration 13Q: 3 clusters Score -969114.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -969126.625000 Penalty: 3027.599609
	Iteration 14Q: 3 clusters Score -969126.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -969134.562500 Penalty: 3027.599609
	Iteration 15Q: 3 clusters Score -969134.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -969141.375000 Penalty: 3027.599609
	Iteration 16Q: 3 clusters Score -969141.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -969146.562500 Penalty: 3027.599609
	Iteration 17Q: 3 clusters Score -969146.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -969147.812500 Penalty: 3027.599609
	Iteration 18Q: 3 clusters Score -969147.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -969152.250000 Penalty: 3027.599609
	Iteration 19Q: 3 clusters Score -969152.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -969152.750000 Penalty: 3027.599609
	Iteration 20F: 3 clusters Score -969152.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -969152.687500 Penalty: 3027.599609
	Iteration 21Q: 3 clusters Score -969152.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -969152.562500 Penalty: 3027.599609
	Iteration 22Q: 3 clusters Score -969152.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -969153.812500 Penalty: 3027.599609
	Iteration 23Q: 3 clusters Score -969153.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -969154.312500 Penalty: 3027.599609
	Iteration 24Q: 3 clusters Score -969154.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -969154.000000 Penalty: 3027.599609
	Iteration 25Q: 3 clusters Score -969154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -969154.062500 Penalty: 3027.599609
	Iteration 26Q: 3 clusters Score -969154.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -969157.250000 Penalty: 3027.599609
	Iteration 27Q: 3 clusters Score -969157.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -969156.937500 Penalty: 3027.599609
	Iteration 28Q: 3 clusters Score -969156.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -969157.062500 Penalty: 3027.599609
	Iteration 29Q: 3 clusters Score -969157.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -969157.375000 Penalty: 3027.599609
	Iteration 30Q: 3 clusters Score -969157.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -969156.187500 Penalty: 3027.599609
	Iteration 31Q: 3 clusters Score -969156.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -969156.187500 Penalty: 3027.599609
	Iteration 32F: 3 clusters Score -969156.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 17920 members 
Mstep: Class 3 contains 131718 members 
Mstep: Class 4 contains 13707 members 
Mstep: Class 5 contains 23124 members 
Mstep: Class 6 contains 55387 members 
Mstep: Class 7 contains 15278 members 
Mstep: Class 8 contains 39660 members 
Mstep: Class 9 contains 10132 members 
Mstep: Class 10 contains 2197 members 
Mstep: Class 11 contains 12394 members 
Mstep: Class 12 contains 6862 members 
Mstep: Class 13 contains 140710 members 
Mstep: Class 14 contains 56957 members 
Mstep: Class 15 contains 124409 members 
Mstep: Class 16 contains 41728 members 
Mstep: Class 17 contains 7592 members 
Mstep: Class 18 contains 152806 members 
Mstep: Class 19 contains 23298 members 
Mstep: Class 20 contains 5703 members 
Mstep: Class 21 contains 2150 members 
Mstep: Class 22 contains 3585 members 
Mstep: Class 23 contains 2692 members 
Mstep: Class 24 contains 1680 members 
Mstep: Class 25 contains 2254 members 
Mstep: Class 26 contains 4249 members 
Entering Unmasked Estep 
Score: -84357872.000000 Penalty: 58190.699219
Splitting cluster 12 changes total score from -84318952.000000 to -84357872.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (140710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140710 members 
Entering Unmasked Estep 
Score: -12875130.000000 Penalty: 1926.349121
	Iteration 0F: 2 clusters Score -1.287513e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70135 members 
Mstep: Class 2 contains 70575 members 
Entering Unmasked Estep 
Score: -12780880.000000 Penalty: 3852.698242
	Iteration 0F: 3 clusters Score -1.278088e+07 nChanged 67815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66168 members 
Mstep: Class 2 contains 74542 members 
Entering Unmasked Estep 
Score: -12821512.000000 Penalty: 3852.698242
	Iteration 1F: 3 clusters Score -1.282151e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63670 members 
Mstep: Class 2 contains 77040 members 
Entering Unmasked Estep 
Score: -12823568.000000 Penalty: 3852.698242
	Iteration 2Q: 3 clusters Score -1.282357e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60071 members 
Mstep: Class 2 contains 80639 members 
Entering Unmasked Estep 
Score: -12826349.000000 Penalty: 3852.698242
	Iteration 3Q: 3 clusters Score -1.282635e+07 nChanged 7891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54776 members 
Mstep: Class 2 contains 85934 members 
Entering Unmasked Estep 
Score: -12830594.000000 Penalty: 3852.698242
	Iteration 4F: 3 clusters Score -1.283059e+07 nChanged 9399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47939 members 
Mstep: Class 2 contains 92771 members 
Entering Unmasked Estep 
Score: -12836905.000000 Penalty: 3852.698242
	Iteration 5F: 3 clusters Score -1.28369e+07 nChanged 10102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 100487 members 
Entering Unmasked Estep 
Score: -12844576.000000 Penalty: 3852.698242
	Iteration 6F: 3 clusters Score -1.284458e+07 nChanged 9319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 107496 members 
Entering Unmasked Estep 
Score: -12852223.000000 Penalty: 3852.698242
	Iteration 7F: 3 clusters Score -1.285222e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 112568 members 
Entering Unmasked Estep 
Score: -12858315.000000 Penalty: 3852.698242
	Iteration 8F: 3 clusters Score -1.285832e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 115638 members 
Entering Unmasked Estep 
Score: -12861892.000000 Penalty: 3852.698242
	Iteration 9Q: 3 clusters Score -1.286189e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 117785 members 
Entering Unmasked Estep 
Score: -12863719.000000 Penalty: 3852.698242
	Iteration 10Q: 3 clusters Score -1.286372e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 119574 members 
Entering Unmasked Estep 
Score: -12864877.000000 Penalty: 3852.698242
	Iteration 11Q: 3 clusters Score -1.286488e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 121205 members 
Entering Unmasked Estep 
Score: -12865831.000000 Penalty: 3852.698242
	Iteration 12Q: 3 clusters Score -1.286583e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 122764 members 
Entering Unmasked Estep 
Score: -12866655.000000 Penalty: 3852.698242
	Iteration 13Q: 3 clusters Score -1.286666e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 124130 members 
Entering Unmasked Estep 
Score: -12867204.000000 Penalty: 3852.698242
	Iteration 14Q: 3 clusters Score -1.28672e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 125453 members 
Entering Unmasked Estep 
Score: -12867793.000000 Penalty: 3852.698242
	Iteration 15Q: 3 clusters Score -1.286779e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 126732 members 
Entering Unmasked Estep 
Score: -12868230.000000 Penalty: 3852.698242
	Iteration 16Q: 3 clusters Score -1.286823e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 127920 members 
Entering Unmasked Estep 
Score: -12868712.000000 Penalty: 3852.698242
	Iteration 17Q: 3 clusters Score -1.286871e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 129035 members 
Entering Unmasked Estep 
Score: -12869135.000000 Penalty: 3852.698242
	Iteration 18Q: 3 clusters Score -1.286914e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 130142 members 
Entering Unmasked Estep 
Score: -12869504.000000 Penalty: 3852.698242
	Iteration 19Q: 3 clusters Score -1.28695e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 131200 members 
Entering Unmasked Estep 
Score: -12869900.000000 Penalty: 3852.698242
	Iteration 20F: 3 clusters Score -1.28699e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 132217 members 
Entering Unmasked Estep 
Score: -12870374.000000 Penalty: 3852.698242
	Iteration 21Q: 3 clusters Score -1.287037e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 133184 members 
Entering Unmasked Estep 
Score: -12870797.000000 Penalty: 3852.698242
	Iteration 22Q: 3 clusters Score -1.28708e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 134138 members 
Entering Unmasked Estep 
Score: -12871226.000000 Penalty: 3852.698242
	Iteration 23Q: 3 clusters Score -1.287123e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 135045 members 
Entering Unmasked Estep 
Score: -12871635.000000 Penalty: 3852.698242
	Iteration 24Q: 3 clusters Score -1.287164e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 135839 members 
Entering Unmasked Estep 
Score: -12872070.000000 Penalty: 3852.698242
	Iteration 25Q: 3 clusters Score -1.287207e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 136569 members 
Entering Unmasked Estep 
Score: -12872395.000000 Penalty: 3852.698242
	Iteration 26Q: 3 clusters Score -1.28724e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 137249 members 
Entering Unmasked Estep 
Score: -12872703.000000 Penalty: 3852.698242
	Iteration 27Q: 3 clusters Score -1.28727e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 137773 members 
Entering Unmasked Estep 
Score: -12872924.000000 Penalty: 3852.698242
	Iteration 28Q: 3 clusters Score -1.287292e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 138198 members 
Entering Unmasked Estep 
Score: -12873077.000000 Penalty: 3852.698242
	Iteration 29Q: 3 clusters Score -1.287308e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 138517 members 
Entering Unmasked Estep 
Score: -12873192.000000 Penalty: 3852.698242
	Iteration 30Q: 3 clusters Score -1.287319e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 138741 members 
Entering Unmasked Estep 
Score: -12873286.000000 Penalty: 3852.698242
	Iteration 31Q: 3 clusters Score -1.287329e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 138928 members 
Entering Unmasked Estep 
Score: -12873370.000000 Penalty: 3852.698242
	Iteration 32Q: 3 clusters Score -1.287337e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 139126 members 
Entering Unmasked Estep 
Score: -12873476.000000 Penalty: 3852.698242
	Iteration 33Q: 3 clusters Score -1.287348e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 139305 members 
Entering Unmasked Estep 
Score: -12873603.000000 Penalty: 3852.698242
	Iteration 34Q: 3 clusters Score -1.28736e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 139435 members 
Entering Unmasked Estep 
Score: -12873649.000000 Penalty: 3852.698242
	Iteration 35Q: 3 clusters Score -1.287365e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 139527 members 
Entering Unmasked Estep 
Score: -12873674.000000 Penalty: 3852.698242
	Iteration 36Q: 3 clusters Score -1.287367e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 139597 members 
Entering Unmasked Estep 
Score: -12873678.000000 Penalty: 3852.698242
	Iteration 37Q: 3 clusters Score -1.287368e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 139656 members 
Entering Unmasked Estep 
Score: -12873687.000000 Penalty: 3852.698242
	Iteration 38Q: 3 clusters Score -1.287369e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 139702 members 
Entering Unmasked Estep 
Score: -12873706.000000 Penalty: 3852.698242
	Iteration 39Q: 3 clusters Score -1.287371e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 139743 members 
Entering Unmasked Estep 
Score: -12873751.000000 Penalty: 3852.698242
	Iteration 40F: 3 clusters Score -1.287375e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 139779 members 
Entering Unmasked Estep 
Score: -12873741.000000 Penalty: 3852.698242
	Iteration 41Q: 3 clusters Score -1.287374e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 139798 members 
Entering Unmasked Estep 
Score: -12873757.000000 Penalty: 3852.698242
	Iteration 42Q: 3 clusters Score -1.287376e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 139816 members 
Entering Unmasked Estep 
Score: -12873769.000000 Penalty: 3852.698242
	Iteration 43Q: 3 clusters Score -1.287377e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 139830 members 
Entering Unmasked Estep 
Score: -12873772.000000 Penalty: 3852.698242
	Iteration 44Q: 3 clusters Score -1.287377e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 139845 members 
Entering Unmasked Estep 
Score: -12873781.000000 Penalty: 3852.698242
	Iteration 45Q: 3 clusters Score -1.287378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 139851 members 
Entering Unmasked Estep 
Score: -12873773.000000 Penalty: 3852.698242
	Iteration 46Q: 3 clusters Score -1.287377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 139855 members 
Entering Unmasked Estep 
Score: -12873771.000000 Penalty: 3852.698242
	Iteration 47Q: 3 clusters Score -1.287377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 139859 members 
Entering Unmasked Estep 
Score: -12873775.000000 Penalty: 3852.698242
	Iteration 48Q: 3 clusters Score -1.287378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 139866 members 
Entering Unmasked Estep 
Score: -12873777.000000 Penalty: 3852.698242
	Iteration 49Q: 3 clusters Score -1.287378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 139872 members 
Entering Unmasked Estep 
Score: -12873782.000000 Penalty: 3852.698242
	Iteration 50Q: 3 clusters Score -1.287378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 139875 members 
Entering Unmasked Estep 
Score: -12873777.000000 Penalty: 3852.698242
	Iteration 51Q: 3 clusters Score -1.287378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 139876 members 
Entering Unmasked Estep 
Score: -12873779.000000 Penalty: 3852.698242
	Iteration 52Q: 3 clusters Score -1.287378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 139877 members 
Entering Unmasked Estep 
Score: -12873781.000000 Penalty: 3852.698242
	Iteration 53Q: 3 clusters Score -1.287378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 139877 members 
Entering Unmasked Estep 
Score: -12873781.000000 Penalty: 3852.698242
	Iteration 54F: 3 clusters Score -1.287378e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (124409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124409 members 
Entering Unmasked Estep 
Score: -11320628.000000 Penalty: 1906.341064
	Iteration 0F: 2 clusters Score -1.132063e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62218 members 
Mstep: Class 2 contains 62191 members 
Entering Unmasked Estep 
Score: -11237053.000000 Penalty: 3812.682129
	Iteration 0F: 3 clusters Score -1.123705e+07 nChanged 60021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64203 members 
Mstep: Class 2 contains 60206 members 
Entering Unmasked Estep 
Score: -11272721.000000 Penalty: 3812.682129
	Iteration 1F: 3 clusters Score -1.127272e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66092 members 
Mstep: Class 2 contains 58317 members 
Entering Unmasked Estep 
Score: -11274856.000000 Penalty: 3812.682129
	Iteration 2Q: 3 clusters Score -1.127486e+07 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69024 members 
Mstep: Class 2 contains 55385 members 
Entering Unmasked Estep 
Score: -11278065.000000 Penalty: 3812.682129
	Iteration 3F: 3 clusters Score -1.127806e+07 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72988 members 
Mstep: Class 2 contains 51421 members 
Entering Unmasked Estep 
Score: -11282509.000000 Penalty: 3812.682129
	Iteration 4F: 3 clusters Score -1.128251e+07 nChanged 8639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77773 members 
Mstep: Class 2 contains 46636 members 
Entering Unmasked Estep 
Score: -11287434.000000 Penalty: 3812.682129
	Iteration 5F: 3 clusters Score -1.128743e+07 nChanged 8402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82921 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -11292170.000000 Penalty: 3812.682129
	Iteration 6F: 3 clusters Score -1.129217e+07 nChanged 7498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88187 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -11295923.000000 Penalty: 3812.682129
	Iteration 7F: 3 clusters Score -1.129592e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93514 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -11299187.000000 Penalty: 3812.682129
	Iteration 8F: 3 clusters Score -1.129919e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98674 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -11302181.000000 Penalty: 3812.682129
	Iteration 9Q: 3 clusters Score -1.130218e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103791 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -11305173.000000 Penalty: 3812.682129
	Iteration 10Q: 3 clusters Score -1.130517e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108637 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -11308213.000000 Penalty: 3812.682129
	Iteration 11Q: 3 clusters Score -1.130821e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112989 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -11311183.000000 Penalty: 3812.682129
	Iteration 12Q: 3 clusters Score -1.131118e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116657 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -11313935.000000 Penalty: 3812.682129
	Iteration 13Q: 3 clusters Score -1.131394e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119353 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -11316049.000000 Penalty: 3812.682129
	Iteration 14Q: 3 clusters Score -1.131605e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121167 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -11317453.000000 Penalty: 3812.682129
	Iteration 15Q: 3 clusters Score -1.131745e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122208 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -11318221.000000 Penalty: 3812.682129
	Iteration 16Q: 3 clusters Score -1.131822e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122768 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -11318635.000000 Penalty: 3812.682129
	Iteration 17Q: 3 clusters Score -1.131864e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123085 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -11318866.000000 Penalty: 3812.682129
	Iteration 18Q: 3 clusters Score -1.131887e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123263 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -11318997.000000 Penalty: 3812.682129
	Iteration 19Q: 3 clusters Score -1.1319e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123386 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -11319055.000000 Penalty: 3812.682129
	Iteration 20F: 3 clusters Score -1.131906e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123453 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -11319099.000000 Penalty: 3812.682129
	Iteration 21Q: 3 clusters Score -1.13191e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123505 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -11319143.000000 Penalty: 3812.682129
	Iteration 22Q: 3 clusters Score -1.131914e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123534 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -11319164.000000 Penalty: 3812.682129
	Iteration 23Q: 3 clusters Score -1.131916e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123552 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -11319176.000000 Penalty: 3812.682129
	Iteration 24Q: 3 clusters Score -1.131918e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123568 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -11319190.000000 Penalty: 3812.682129
	Iteration 25Q: 3 clusters Score -1.131919e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123585 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -11319210.000000 Penalty: 3812.682129
	Iteration 26Q: 3 clusters Score -1.131921e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123600 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -11319216.000000 Penalty: 3812.682129
	Iteration 27Q: 3 clusters Score -1.131922e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123612 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -11319238.000000 Penalty: 3812.682129
	Iteration 28Q: 3 clusters Score -1.131924e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123624 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -11319243.000000 Penalty: 3812.682129
	Iteration 29Q: 3 clusters Score -1.131924e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123632 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -11319243.000000 Penalty: 3812.682129
	Iteration 30Q: 3 clusters Score -1.131924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123638 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -11319239.000000 Penalty: 3812.682129
	Iteration 31Q: 3 clusters Score -1.131924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123641 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -11319245.000000 Penalty: 3812.682129
	Iteration 32Q: 3 clusters Score -1.131924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123640 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -11319245.000000 Penalty: 3812.682129
	Iteration 33Q: 3 clusters Score -1.131924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123639 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -11319245.000000 Penalty: 3812.682129
	Iteration 34Q: 3 clusters Score -1.131924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123637 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -11319256.000000 Penalty: 3812.682129
	Iteration 35Q: 3 clusters Score -1.131926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123638 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -11319266.000000 Penalty: 3812.682129
	Iteration 36Q: 3 clusters Score -1.131927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123642 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -11319258.000000 Penalty: 3812.682129
	Iteration 37Q: 3 clusters Score -1.131926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123644 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -11319261.000000 Penalty: 3812.682129
	Iteration 38Q: 3 clusters Score -1.131926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123645 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -11319264.000000 Penalty: 3812.682129
	Iteration 39Q: 3 clusters Score -1.131926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123648 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -11319264.000000 Penalty: 3812.682129
	Iteration 40F: 3 clusters Score -1.131926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123651 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -11319273.000000 Penalty: 3812.682129
	Iteration 41Q: 3 clusters Score -1.131927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123651 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -11319266.000000 Penalty: 3812.682129
	Iteration 42Q: 3 clusters Score -1.131927e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123651 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -11319266.000000 Penalty: 3812.682129
	Iteration 43F: 3 clusters Score -1.131927e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Entering Unmasked Estep 
Score: -3796023.500000 Penalty: 1728.825684
	Iteration 0F: 2 clusters Score -3796024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -3767856.250000 Penalty: 3457.651367
	Iteration 0F: 3 clusters Score -3767856 nChanged 19669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -3778853.500000 Penalty: 3457.651367
	Iteration 1F: 3 clusters Score -3778854 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -3779325.500000 Penalty: 3457.651367
	Iteration 2Q: 3 clusters Score -3779326 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -3779975.000000 Penalty: 3457.651367
	Iteration 3Q: 3 clusters Score -3779975 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -3781093.000000 Penalty: 3457.651367
	Iteration 4F: 3 clusters Score -3781093 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -3783007.000000 Penalty: 3457.651367
	Iteration 5F: 3 clusters Score -3783007 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -3785836.500000 Penalty: 3457.651367
	Iteration 6F: 3 clusters Score -3785836 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -3788910.000000 Penalty: 3457.651367
	Iteration 7F: 3 clusters Score -3788910 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -3791474.250000 Penalty: 3457.651367
	Iteration 8F: 3 clusters Score -3791474 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39957 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3793119.750000 Penalty: 3457.651367
	Iteration 9Q: 3 clusters Score -3793120 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3793923.750000 Penalty: 3457.651367
	Iteration 10Q: 3 clusters Score -3793924 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3794277.250000 Penalty: 3457.651367
	Iteration 11Q: 3 clusters Score -3794277 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3794419.250000 Penalty: 3457.651367
	Iteration 12Q: 3 clusters Score -3794419 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3794505.750000 Penalty: 3457.651367
	Iteration 13Q: 3 clusters Score -3794506 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3794557.250000 Penalty: 3457.651367
	Iteration 14Q: 3 clusters Score -3794557 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3794581.500000 Penalty: 3457.651367
	Iteration 15Q: 3 clusters Score -3794582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3794596.000000 Penalty: 3457.651367
	Iteration 16Q: 3 clusters Score -3794596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3794609.250000 Penalty: 3457.651367
	Iteration 17Q: 3 clusters Score -3794609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3794610.750000 Penalty: 3457.651367
	Iteration 18Q: 3 clusters Score -3794611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3794620.750000 Penalty: 3457.651367
	Iteration 19Q: 3 clusters Score -3794621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3794623.750000 Penalty: 3457.651367
	Iteration 20F: 3 clusters Score -3794624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3794619.750000 Penalty: 3457.651367
	Iteration 21Q: 3 clusters Score -3794620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3794638.250000 Penalty: 3457.651367
	Iteration 22Q: 3 clusters Score -3794638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3794637.000000 Penalty: 3457.651367
	Iteration 23Q: 3 clusters Score -3794637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3794652.000000 Penalty: 3457.651367
	Iteration 24Q: 3 clusters Score -3794652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3794652.250000 Penalty: 3457.651367
	Iteration 25Q: 3 clusters Score -3794652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3794654.000000 Penalty: 3457.651367
	Iteration 26Q: 3 clusters Score -3794654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3794656.000000 Penalty: 3457.651367
	Iteration 27Q: 3 clusters Score -3794656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3794665.250000 Penalty: 3457.651367
	Iteration 28Q: 3 clusters Score -3794665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3794676.500000 Penalty: 3457.651367
	Iteration 29Q: 3 clusters Score -3794676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3794686.250000 Penalty: 3457.651367
	Iteration 30Q: 3 clusters Score -3794686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3794691.500000 Penalty: 3457.651367
	Iteration 31Q: 3 clusters Score -3794692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3794692.500000 Penalty: 3457.651367
	Iteration 32Q: 3 clusters Score -3794692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3794695.000000 Penalty: 3457.651367
	Iteration 33Q: 3 clusters Score -3794695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3794694.500000 Penalty: 3457.651367
	Iteration 34Q: 3 clusters Score -3794694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3794695.750000 Penalty: 3457.651367
	Iteration 35Q: 3 clusters Score -3794696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3794700.750000 Penalty: 3457.651367
	Iteration 36Q: 3 clusters Score -3794701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3794706.750000 Penalty: 3457.651367
	Iteration 37Q: 3 clusters Score -3794707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3794710.000000 Penalty: 3457.651367
	Iteration 38Q: 3 clusters Score -3794710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3794712.250000 Penalty: 3457.651367
	Iteration 39Q: 3 clusters Score -3794712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3794712.500000 Penalty: 3457.651367
	Iteration 40F: 3 clusters Score -3794712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3794713.250000 Penalty: 3457.651367
	Iteration 41Q: 3 clusters Score -3794713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3794717.750000 Penalty: 3457.651367
	Iteration 42Q: 3 clusters Score -3794718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3794717.000000 Penalty: 3457.651367
	Iteration 43Q: 3 clusters Score -3794717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3794720.750000 Penalty: 3457.651367
	Iteration 44Q: 3 clusters Score -3794721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3794723.000000 Penalty: 3457.651367
	Iteration 45Q: 3 clusters Score -3794723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3794722.250000 Penalty: 3457.651367
	Iteration 46Q: 3 clusters Score -3794722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3794725.250000 Penalty: 3457.651367
	Iteration 47Q: 3 clusters Score -3794725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3794725.000000 Penalty: 3457.651367
	Iteration 48Q: 3 clusters Score -3794725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3794725.000000 Penalty: 3457.651367
	Iteration 49F: 3 clusters Score -3794725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Entering Unmasked Estep 
Score: -619381.562500 Penalty: 1451.913208
	Iteration 0F: 2 clusters Score -619381.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -613742.000000 Penalty: 2903.826416
	Iteration 0F: 3 clusters Score -613742 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -616294.937500 Penalty: 2903.826416
	Iteration 1F: 3 clusters Score -616294.9 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -617858.625000 Penalty: 2903.826416
	Iteration 2F: 3 clusters Score -617858.6 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -620069.562500 Penalty: 2903.826416
	Iteration 3F: 3 clusters Score -620069.6 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -621712.062500 Penalty: 2903.826416
	Iteration 4F: 3 clusters Score -621712.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -622260.875000 Penalty: 2903.826416
	Iteration 5F: 3 clusters Score -622260.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -622388.937500 Penalty: 2903.826416
	Iteration 6Q: 3 clusters Score -622388.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -622442.000000 Penalty: 2903.826416
	Iteration 7Q: 3 clusters Score -622442 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -622470.687500 Penalty: 2903.826416
	Iteration 8Q: 3 clusters Score -622470.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -622486.062500 Penalty: 2903.826416
	Iteration 9Q: 3 clusters Score -622486.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -622499.562500 Penalty: 2903.826416
	Iteration 10Q: 3 clusters Score -622499.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -622512.312500 Penalty: 2903.826416
	Iteration 11Q: 3 clusters Score -622512.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -622521.937500 Penalty: 2903.826416
	Iteration 12Q: 3 clusters Score -622521.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -622538.375000 Penalty: 2903.826416
	Iteration 13Q: 3 clusters Score -622538.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -622559.125000 Penalty: 2903.826416
	Iteration 14Q: 3 clusters Score -622559.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -622598.500000 Penalty: 2903.826416
	Iteration 15Q: 3 clusters Score -622598.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -622671.500000 Penalty: 2903.826416
	Iteration 16Q: 3 clusters Score -622671.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -622825.000000 Penalty: 2903.826416
	Iteration 17Q: 3 clusters Score -622825 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -623050.312500 Penalty: 2903.826416
	Iteration 18Q: 3 clusters Score -623050.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -623260.250000 Penalty: 2903.826416
	Iteration 19Q: 3 clusters Score -623260.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -623376.437500 Penalty: 2903.826416
	Iteration 20F: 3 clusters Score -623376.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -623422.375000 Penalty: 2903.826416
	Iteration 21Q: 3 clusters Score -623422.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -623447.937500 Penalty: 2903.826416
	Iteration 22Q: 3 clusters Score -623447.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -623461.062500 Penalty: 2903.826416
	Iteration 23Q: 3 clusters Score -623461.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -623473.625000 Penalty: 2903.826416
	Iteration 24Q: 3 clusters Score -623473.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -623478.312500 Penalty: 2903.826416
	Iteration 25Q: 3 clusters Score -623478.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -623488.375000 Penalty: 2903.826416
	Iteration 26Q: 3 clusters Score -623488.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -623493.937500 Penalty: 2903.826416
	Iteration 27Q: 3 clusters Score -623493.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -623496.312500 Penalty: 2903.826416
	Iteration 28Q: 3 clusters Score -623496.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -623499.312500 Penalty: 2903.826416
	Iteration 29Q: 3 clusters Score -623499.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -623502.250000 Penalty: 2903.826416
	Iteration 30Q: 3 clusters Score -623502.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -623504.312500 Penalty: 2903.826416
	Iteration 31Q: 3 clusters Score -623504.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -623503.625000 Penalty: 2903.826416
	Iteration 32Q: 3 clusters Score -623503.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -623503.562500 Penalty: 2903.826416
	Iteration 33Q: 3 clusters Score -623503.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -623503.312500 Penalty: 2903.826416
	Iteration 34Q: 3 clusters Score -623503.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -623503.875000 Penalty: 2903.826416
	Iteration 35Q: 3 clusters Score -623503.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -623503.875000 Penalty: 2903.826416
	Iteration 36F: 3 clusters Score -623503.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 17920 members 
Mstep: Class 3 contains 131718 members 
Mstep: Class 4 contains 13707 members 
Mstep: Class 5 contains 23124 members 
Mstep: Class 6 contains 55387 members 
Mstep: Class 7 contains 15278 members 
Mstep: Class 8 contains 39660 members 
Mstep: Class 9 contains 10132 members 
Mstep: Class 10 contains 2197 members 
Mstep: Class 11 contains 12394 members 
Mstep: Class 12 contains 6862 members 
Mstep: Class 13 contains 140710 members 
Mstep: Class 14 contains 56957 members 
Mstep: Class 15 contains 124409 members 
Mstep: Class 16 contains 41728 members 
Mstep: Class 17 contains 2537 members 
Mstep: Class 18 contains 152806 members 
Mstep: Class 19 contains 23298 members 
Mstep: Class 20 contains 5703 members 
Mstep: Class 21 contains 2150 members 
Mstep: Class 22 contains 3585 members 
Mstep: Class 23 contains 2692 members 
Mstep: Class 24 contains 1680 members 
Mstep: Class 25 contains 2254 members 
Mstep: Class 26 contains 4249 members 
Mstep: Class 27 contains 5055 members 
Entering Unmasked Estep 
Score: -84361144.000000 Penalty: 60428.800781
Splitting cluster 17 changes total score from -84318952.000000 to -84361144.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (152806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152806 members 
Entering Unmasked Estep 
Score: -14314019.000000 Penalty: 1939.750122
	Iteration 0F: 2 clusters Score -1.431402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76384 members 
Mstep: Class 2 contains 76422 members 
Entering Unmasked Estep 
Score: -14211944.000000 Penalty: 3879.500244
	Iteration 0F: 3 clusters Score -1.421194e+07 nChanged 73885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71885 members 
Mstep: Class 2 contains 80921 members 
Entering Unmasked Estep 
Score: -14262467.000000 Penalty: 3879.500244
	Iteration 1F: 3 clusters Score -1.426247e+07 nChanged 12768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66479 members 
Mstep: Class 2 contains 86327 members 
Entering Unmasked Estep 
Score: -14275505.000000 Penalty: 3879.500244
	Iteration 2F: 3 clusters Score -1.42755e+07 nChanged 16703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58444 members 
Mstep: Class 2 contains 94362 members 
Entering Unmasked Estep 
Score: -14293344.000000 Penalty: 3879.500244
	Iteration 3F: 3 clusters Score -1.429334e+07 nChanged 15730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50716 members 
Mstep: Class 2 contains 102090 members 
Entering Unmasked Estep 
Score: -14306800.000000 Penalty: 3879.500244
	Iteration 4F: 3 clusters Score -1.43068e+07 nChanged 10887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45013 members 
Mstep: Class 2 contains 107793 members 
Entering Unmasked Estep 
Score: -14313190.000000 Penalty: 3879.500244
	Iteration 5F: 3 clusters Score -1.431319e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 111672 members 
Entering Unmasked Estep 
Score: -14315738.000000 Penalty: 3879.500244
	Iteration 6Q: 3 clusters Score -1.431574e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 114770 members 
Entering Unmasked Estep 
Score: -14316987.000000 Penalty: 3879.500244
	Iteration 7Q: 3 clusters Score -1.431699e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 117501 members 
Entering Unmasked Estep 
Score: -14318051.000000 Penalty: 3879.500244
	Iteration 8Q: 3 clusters Score -1.431805e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 119919 members 
Entering Unmasked Estep 
Score: -14318717.000000 Penalty: 3879.500244
	Iteration 9Q: 3 clusters Score -1.431872e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 122178 members 
Entering Unmasked Estep 
Score: -14319291.000000 Penalty: 3879.500244
	Iteration 10Q: 3 clusters Score -1.431929e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 124282 members 
Entering Unmasked Estep 
Score: -14319865.000000 Penalty: 3879.500244
	Iteration 11Q: 3 clusters Score -1.431986e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 126268 members 
Entering Unmasked Estep 
Score: -14320346.000000 Penalty: 3879.500244
	Iteration 12Q: 3 clusters Score -1.432035e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 128086 members 
Entering Unmasked Estep 
Score: -14320844.000000 Penalty: 3879.500244
	Iteration 13Q: 3 clusters Score -1.432084e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 129835 members 
Entering Unmasked Estep 
Score: -14321235.000000 Penalty: 3879.500244
	Iteration 14Q: 3 clusters Score -1.432124e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 131485 members 
Entering Unmasked Estep 
Score: -14321650.000000 Penalty: 3879.500244
	Iteration 15Q: 3 clusters Score -1.432165e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 132958 members 
Entering Unmasked Estep 
Score: -14322038.000000 Penalty: 3879.500244
	Iteration 16Q: 3 clusters Score -1.432204e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 134247 members 
Entering Unmasked Estep 
Score: -14322309.000000 Penalty: 3879.500244
	Iteration 17Q: 3 clusters Score -1.432231e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 135334 members 
Entering Unmasked Estep 
Score: -14322638.000000 Penalty: 3879.500244
	Iteration 18Q: 3 clusters Score -1.432264e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 136277 members 
Entering Unmasked Estep 
Score: -14322906.000000 Penalty: 3879.500244
	Iteration 19Q: 3 clusters Score -1.432291e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 137122 members 
Entering Unmasked Estep 
Score: -14323222.000000 Penalty: 3879.500244
	Iteration 20F: 3 clusters Score -1.432322e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 137843 members 
Entering Unmasked Estep 
Score: -14323408.000000 Penalty: 3879.500244
	Iteration 21Q: 3 clusters Score -1.432341e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 138445 members 
Entering Unmasked Estep 
Score: -14323603.000000 Penalty: 3879.500244
	Iteration 22Q: 3 clusters Score -1.43236e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 138941 members 
Entering Unmasked Estep 
Score: -14323798.000000 Penalty: 3879.500244
	Iteration 23Q: 3 clusters Score -1.43238e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 139401 members 
Entering Unmasked Estep 
Score: -14323893.000000 Penalty: 3879.500244
	Iteration 24Q: 3 clusters Score -1.432389e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 139829 members 
Entering Unmasked Estep 
Score: -14323954.000000 Penalty: 3879.500244
	Iteration 25Q: 3 clusters Score -1.432395e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 140170 members 
Entering Unmasked Estep 
Score: -14324064.000000 Penalty: 3879.500244
	Iteration 26Q: 3 clusters Score -1.432406e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 140485 members 
Entering Unmasked Estep 
Score: -14324145.000000 Penalty: 3879.500244
	Iteration 27Q: 3 clusters Score -1.432414e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 140767 members 
Entering Unmasked Estep 
Score: -14324251.000000 Penalty: 3879.500244
	Iteration 28Q: 3 clusters Score -1.432425e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 141017 members 
Entering Unmasked Estep 
Score: -14324297.000000 Penalty: 3879.500244
	Iteration 29Q: 3 clusters Score -1.43243e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 141227 members 
Entering Unmasked Estep 
Score: -14324377.000000 Penalty: 3879.500244
	Iteration 30Q: 3 clusters Score -1.432438e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 141406 members 
Entering Unmasked Estep 
Score: -14324411.000000 Penalty: 3879.500244
	Iteration 31Q: 3 clusters Score -1.432441e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 141558 members 
Entering Unmasked Estep 
Score: -14324509.000000 Penalty: 3879.500244
	Iteration 32Q: 3 clusters Score -1.432451e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 141709 members 
Entering Unmasked Estep 
Score: -14324525.000000 Penalty: 3879.500244
	Iteration 33Q: 3 clusters Score -1.432452e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 141836 members 
Entering Unmasked Estep 
Score: -14324518.000000 Penalty: 3879.500244
	Iteration 34Q: 3 clusters Score -1.432452e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 141927 members 
Entering Unmasked Estep 
Score: -14324526.000000 Penalty: 3879.500244
	Iteration 35Q: 3 clusters Score -1.432453e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 142002 members 
Entering Unmasked Estep 
Score: -14324535.000000 Penalty: 3879.500244
	Iteration 36Q: 3 clusters Score -1.432454e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 142061 members 
Entering Unmasked Estep 
Score: -14324533.000000 Penalty: 3879.500244
	Iteration 37Q: 3 clusters Score -1.432453e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 142098 members 
Entering Unmasked Estep 
Score: -14324535.000000 Penalty: 3879.500244
	Iteration 38Q: 3 clusters Score -1.432454e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 142128 members 
Entering Unmasked Estep 
Score: -14324547.000000 Penalty: 3879.500244
	Iteration 39Q: 3 clusters Score -1.432455e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 142149 members 
Entering Unmasked Estep 
Score: -14324544.000000 Penalty: 3879.500244
	Iteration 40F: 3 clusters Score -1.432454e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 142165 members 
Entering Unmasked Estep 
Score: -14324535.000000 Penalty: 3879.500244
	Iteration 41Q: 3 clusters Score -1.432454e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 142180 members 
Entering Unmasked Estep 
Score: -14324517.000000 Penalty: 3879.500244
	Iteration 42Q: 3 clusters Score -1.432452e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 142184 members 
Entering Unmasked Estep 
Score: -14324499.000000 Penalty: 3879.500244
	Iteration 43Q: 3 clusters Score -1.43245e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 142188 members 
Entering Unmasked Estep 
Score: -14324502.000000 Penalty: 3879.500244
	Iteration 44Q: 3 clusters Score -1.43245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 142189 members 
Entering Unmasked Estep 
Score: -14324499.000000 Penalty: 3879.500244
	Iteration 45Q: 3 clusters Score -1.43245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 142190 members 
Entering Unmasked Estep 
Score: -14324497.000000 Penalty: 3879.500244
	Iteration 46Q: 3 clusters Score -1.43245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 142191 members 
Entering Unmasked Estep 
Score: -14324498.000000 Penalty: 3879.500244
	Iteration 47Q: 3 clusters Score -1.43245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 142192 members 
Entering Unmasked Estep 
Score: -14324501.000000 Penalty: 3879.500244
	Iteration 48Q: 3 clusters Score -1.43245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 142193 members 
Entering Unmasked Estep 
Score: -14324501.000000 Penalty: 3879.500244
	Iteration 49Q: 3 clusters Score -1.43245e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 142193 members 
Entering Unmasked Estep 
Score: -14324501.000000 Penalty: 3879.500244
	Iteration 50F: 3 clusters Score -1.43245e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 17920 members 
Mstep: Class 3 contains 131718 members 
Mstep: Class 4 contains 13707 members 
Mstep: Class 5 contains 23124 members 
Mstep: Class 6 contains 55387 members 
Mstep: Class 7 contains 15278 members 
Mstep: Class 8 contains 39660 members 
Mstep: Class 9 contains 10132 members 
Mstep: Class 10 contains 2197 members 
Mstep: Class 11 contains 12394 members 
Mstep: Class 12 contains 6862 members 
Mstep: Class 13 contains 140710 members 
Mstep: Class 14 contains 56957 members 
Mstep: Class 15 contains 124409 members 
Mstep: Class 16 contains 41728 members 
Mstep: Class 17 contains 2537 members 
Mstep: Class 18 contains 10613 members 
Mstep: Class 19 contains 23298 members 
Mstep: Class 20 contains 5703 members 
Mstep: Class 21 contains 2150 members 
Mstep: Class 22 contains 3585 members 
Mstep: Class 23 contains 2692 members 
Mstep: Class 24 contains 1680 members 
Mstep: Class 25 contains 2254 members 
Mstep: Class 26 contains 4249 members 
Mstep: Class 27 contains 5055 members 
Mstep: Class 28 contains 142193 members 
Entering Unmasked Estep 
Score: -84365648.000000 Penalty: 62666.906250
Splitting cluster 18 changes total score from -84318952.000000 to -84365648.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (23298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Entering Unmasked Estep 
Score: -2067667.000000 Penalty: 1634.119995
	Iteration 0F: 2 clusters Score -2067667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2051920.875000 Penalty: 3268.239990
	Iteration 0F: 3 clusters Score -2051921 nChanged 10589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -2057797.750000 Penalty: 3268.239990
	Iteration 1F: 3 clusters Score -2057798 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -2058265.000000 Penalty: 3268.239990
	Iteration 2F: 3 clusters Score -2058265 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -2058854.500000 Penalty: 3268.239990
	Iteration 3Q: 3 clusters Score -2058854 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2059670.375000 Penalty: 3268.239990
	Iteration 4F: 3 clusters Score -2059670 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2060747.750000 Penalty: 3268.239990
	Iteration 5F: 3 clusters Score -2060748 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2062297.000000 Penalty: 3268.239990
	Iteration 6F: 3 clusters Score -2062297 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -2064259.500000 Penalty: 3268.239990
	Iteration 7F: 3 clusters Score -2064260 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -2066016.125000 Penalty: 3268.239990
	Iteration 8F: 3 clusters Score -2066016 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2067067.250000 Penalty: 3268.239990
	Iteration 9F: 3 clusters Score -2067067 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -2067672.125000 Penalty: 3268.239990
	Iteration 10Q: 3 clusters Score -2067672 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -2068068.375000 Penalty: 3268.239990
	Iteration 11Q: 3 clusters Score -2068068 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2068312.125000 Penalty: 3268.239990
	Iteration 12Q: 3 clusters Score -2068312 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -2068481.250000 Penalty: 3268.239990
	Iteration 13Q: 3 clusters Score -2068481 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2068591.750000 Penalty: 3268.239990
	Iteration 14Q: 3 clusters Score -2068592 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2068682.250000 Penalty: 3268.239990
	Iteration 15Q: 3 clusters Score -2068682 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2068760.375000 Penalty: 3268.239990
	Iteration 16Q: 3 clusters Score -2068760 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2068824.250000 Penalty: 3268.239990
	Iteration 17Q: 3 clusters Score -2068824 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2068883.875000 Penalty: 3268.239990
	Iteration 18Q: 3 clusters Score -2068884 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2068948.625000 Penalty: 3268.239990
	Iteration 19Q: 3 clusters Score -2068949 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2069014.125000 Penalty: 3268.239990
	Iteration 20F: 3 clusters Score -2069014 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2069077.750000 Penalty: 3268.239990
	Iteration 21Q: 3 clusters Score -2069078 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2069153.750000 Penalty: 3268.239990
	Iteration 22Q: 3 clusters Score -2069154 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2069227.750000 Penalty: 3268.239990
	Iteration 23Q: 3 clusters Score -2069228 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2069293.875000 Penalty: 3268.239990
	Iteration 24Q: 3 clusters Score -2069294 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2069340.375000 Penalty: 3268.239990
	Iteration 25Q: 3 clusters Score -2069340 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -2069378.500000 Penalty: 3268.239990
	Iteration 26Q: 3 clusters Score -2069378 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2069419.375000 Penalty: 3268.239990
	Iteration 27Q: 3 clusters Score -2069419 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2069457.375000 Penalty: 3268.239990
	Iteration 28Q: 3 clusters Score -2069457 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2069492.500000 Penalty: 3268.239990
	Iteration 29Q: 3 clusters Score -2069492 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -2069530.250000 Penalty: 3268.239990
	Iteration 30Q: 3 clusters Score -2069530 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -2069582.500000 Penalty: 3268.239990
	Iteration 31Q: 3 clusters Score -2069582 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -2069633.125000 Penalty: 3268.239990
	Iteration 32Q: 3 clusters Score -2069633 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -2069671.375000 Penalty: 3268.239990
	Iteration 33Q: 3 clusters Score -2069671 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2069717.375000 Penalty: 3268.239990
	Iteration 34Q: 3 clusters Score -2069717 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -2069750.000000 Penalty: 3268.239990
	Iteration 35Q: 3 clusters Score -2069750 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2069779.250000 Penalty: 3268.239990
	Iteration 36Q: 3 clusters Score -2069779 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -2069808.750000 Penalty: 3268.239990
	Iteration 37Q: 3 clusters Score -2069809 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -2069829.375000 Penalty: 3268.239990
	Iteration 38Q: 3 clusters Score -2069829 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2069836.125000 Penalty: 3268.239990
	Iteration 39Q: 3 clusters Score -2069836 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -2069862.125000 Penalty: 3268.239990
	Iteration 40F: 3 clusters Score -2069862 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2069880.250000 Penalty: 3268.239990
	Iteration 41Q: 3 clusters Score -2069880 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -2069894.125000 Penalty: 3268.239990
	Iteration 42Q: 3 clusters Score -2069894 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -2069908.125000 Penalty: 3268.239990
	Iteration 43Q: 3 clusters Score -2069908 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -2069926.625000 Penalty: 3268.239990
	Iteration 44Q: 3 clusters Score -2069927 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2069928.625000 Penalty: 3268.239990
	Iteration 45Q: 3 clusters Score -2069929 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2069940.875000 Penalty: 3268.239990
	Iteration 46Q: 3 clusters Score -2069941 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2069945.125000 Penalty: 3268.239990
	Iteration 47Q: 3 clusters Score -2069945 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -2069953.125000 Penalty: 3268.239990
	Iteration 48Q: 3 clusters Score -2069953 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -2069957.125000 Penalty: 3268.239990
	Iteration 49Q: 3 clusters Score -2069957 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2069961.250000 Penalty: 3268.239990
	Iteration 50Q: 3 clusters Score -2069961 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2069964.125000 Penalty: 3268.239990
	Iteration 51Q: 3 clusters Score -2069964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -2069964.250000 Penalty: 3268.239990
	Iteration 52Q: 3 clusters Score -2069964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -2069967.000000 Penalty: 3268.239990
	Iteration 53Q: 3 clusters Score -2069967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -2069973.125000 Penalty: 3268.239990
	Iteration 54Q: 3 clusters Score -2069973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2069972.375000 Penalty: 3268.239990
	Iteration 55Q: 3 clusters Score -2069972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2069972.375000 Penalty: 3268.239990
	Iteration 56Q: 3 clusters Score -2069972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -2069970.250000 Penalty: 3268.239990
	Iteration 57Q: 3 clusters Score -2069970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -2069974.750000 Penalty: 3268.239990
	Iteration 58Q: 3 clusters Score -2069975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -2069978.625000 Penalty: 3268.239990
	Iteration 59Q: 3 clusters Score -2069979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -2069980.125000 Penalty: 3268.239990
	Iteration 60F: 3 clusters Score -2069980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2069977.875000 Penalty: 3268.239990
	Iteration 61Q: 3 clusters Score -2069978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -2069981.875000 Penalty: 3268.239990
	Iteration 62Q: 3 clusters Score -2069982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -2069980.250000 Penalty: 3268.239990
	Iteration 63Q: 3 clusters Score -2069980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2069982.250000 Penalty: 3268.239990
	Iteration 64Q: 3 clusters Score -2069982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -2069983.875000 Penalty: 3268.239990
	Iteration 65Q: 3 clusters Score -2069984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -2069984.375000 Penalty: 3268.239990
	Iteration 66Q: 3 clusters Score -2069984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2069982.375000 Penalty: 3268.239990
	Iteration 67Q: 3 clusters Score -2069982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2069982.000000 Penalty: 3268.239990
	Iteration 68Q: 3 clusters Score -2069982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2069981.500000 Penalty: 3268.239990
	Iteration 69Q: 3 clusters Score -2069982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -2069978.000000 Penalty: 3268.239990
	Iteration 70Q: 3 clusters Score -2069978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -2069978.875000 Penalty: 3268.239990
	Iteration 71Q: 3 clusters Score -2069979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2069978.000000 Penalty: 3268.239990
	Iteration 72Q: 3 clusters Score -2069978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -2069979.000000 Penalty: 3268.239990
	Iteration 73Q: 3 clusters Score -2069979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -2069980.125000 Penalty: 3268.239990
	Iteration 74Q: 3 clusters Score -2069980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -2069980.125000 Penalty: 3268.239990
	Iteration 75F: 3 clusters Score -2069980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 17920 members 
Mstep: Class 3 contains 131718 members 
Mstep: Class 4 contains 13707 members 
Mstep: Class 5 contains 23124 members 
Mstep: Class 6 contains 55387 members 
Mstep: Class 7 contains 15278 members 
Mstep: Class 8 contains 39660 members 
Mstep: Class 9 contains 10132 members 
Mstep: Class 10 contains 2197 members 
Mstep: Class 11 contains 12394 members 
Mstep: Class 12 contains 6862 members 
Mstep: Class 13 contains 140710 members 
Mstep: Class 14 contains 56957 members 
Mstep: Class 15 contains 124409 members 
Mstep: Class 16 contains 41728 members 
Mstep: Class 17 contains 2537 members 
Mstep: Class 18 contains 10613 members 
Mstep: Class 19 contains 6707 members 
Mstep: Class 20 contains 5703 members 
Mstep: Class 21 contains 2150 members 
Mstep: Class 22 contains 3585 members 
Mstep: Class 23 contains 2692 members 
Mstep: Class 24 contains 1680 members 
Mstep: Class 25 contains 2254 members 
Mstep: Class 26 contains 4249 members 
Mstep: Class 27 contains 5055 members 
Mstep: Class 28 contains 142193 members 
Mstep: Class 29 contains 16591 members 
Entering Unmasked Estep 
Score: -84367528.000000 Penalty: 64905.007812
Splitting cluster 19 changes total score from -84318952.000000 to -84367528.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 20 (5703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Entering Unmasked Estep 
Score: -408650.656250 Penalty: 1405.421509
	Iteration 0F: 2 clusters Score -408650.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -404425.750000 Penalty: 2810.843018
	Iteration 0F: 3 clusters Score -404425.8 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -407866.281250 Penalty: 2810.843018
	Iteration 1F: 3 clusters Score -407866.3 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -409245.187500 Penalty: 2810.843018
	Iteration 2F: 3 clusters Score -409245.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -410002.500000 Penalty: 2810.843018
	Iteration 3F: 3 clusters Score -410002.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -410438.812500 Penalty: 2810.843018
	Iteration 4F: 3 clusters Score -410438.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -410712.156250 Penalty: 2810.843018
	Iteration 5Q: 3 clusters Score -410712.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -410892.406250 Penalty: 2810.843018
	Iteration 6Q: 3 clusters Score -410892.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -411026.125000 Penalty: 2810.843018
	Iteration 7Q: 3 clusters Score -411026.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -411082.593750 Penalty: 2810.843018
	Iteration 8Q: 3 clusters Score -411082.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -411113.062500 Penalty: 2810.843018
	Iteration 9Q: 3 clusters Score -411113.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -411140.187500 Penalty: 2810.843018
	Iteration 10Q: 3 clusters Score -411140.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -411161.906250 Penalty: 2810.843018
	Iteration 11Q: 3 clusters Score -411161.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -411182.093750 Penalty: 2810.843018
	Iteration 12Q: 3 clusters Score -411182.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -411196.843750 Penalty: 2810.843018
	Iteration 13Q: 3 clusters Score -411196.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -411205.593750 Penalty: 2810.843018
	Iteration 14Q: 3 clusters Score -411205.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -411214.437500 Penalty: 2810.843018
	Iteration 15Q: 3 clusters Score -411214.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -411218.906250 Penalty: 2810.843018
	Iteration 16Q: 3 clusters Score -411218.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -411223.531250 Penalty: 2810.843018
	Iteration 17Q: 3 clusters Score -411223.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -411226.531250 Penalty: 2810.843018
	Iteration 18Q: 3 clusters Score -411226.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -411229.437500 Penalty: 2810.843018
	Iteration 19Q: 3 clusters Score -411229.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -411232.500000 Penalty: 2810.843018
	Iteration 20F: 3 clusters Score -411232.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -411236.718750 Penalty: 2810.843018
	Iteration 21Q: 3 clusters Score -411236.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -411238.500000 Penalty: 2810.843018
	Iteration 22Q: 3 clusters Score -411238.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -411244.812500 Penalty: 2810.843018
	Iteration 23Q: 3 clusters Score -411244.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -411257.093750 Penalty: 2810.843018
	Iteration 24Q: 3 clusters Score -411257.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -411280.031250 Penalty: 2810.843018
	Iteration 25Q: 3 clusters Score -411280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -411305.125000 Penalty: 2810.843018
	Iteration 26Q: 3 clusters Score -411305.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -411330.187500 Penalty: 2810.843018
	Iteration 27Q: 3 clusters Score -411330.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -411351.875000 Penalty: 2810.843018
	Iteration 28Q: 3 clusters Score -411351.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -411376.031250 Penalty: 2810.843018
	Iteration 29Q: 3 clusters Score -411376 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -411420.093750 Penalty: 2810.843018
	Iteration 30Q: 3 clusters Score -411420.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -411519.406250 Penalty: 2810.843018
	Iteration 31Q: 3 clusters Score -411519.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -411595.531250 Penalty: 2810.843018
	Iteration 32Q: 3 clusters Score -411595.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -411642.687500 Penalty: 2810.843018
	Iteration 33Q: 3 clusters Score -411642.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -411660.656250 Penalty: 2810.843018
	Iteration 34Q: 3 clusters Score -411660.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -411674.750000 Penalty: 2810.843018
	Iteration 35Q: 3 clusters Score -411674.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -411683.093750 Penalty: 2810.843018
	Iteration 36Q: 3 clusters Score -411683.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -411694.343750 Penalty: 2810.843018
	Iteration 37Q: 3 clusters Score -411694.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -411704.937500 Penalty: 2810.843018
	Iteration 38Q: 3 clusters Score -411704.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -411712.937500 Penalty: 2810.843018
	Iteration 39Q: 3 clusters Score -411712.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -411716.875000 Penalty: 2810.843018
	Iteration 40F: 3 clusters Score -411716.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -411718.593750 Penalty: 2810.843018
	Iteration 41Q: 3 clusters Score -411718.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -411722.000000 Penalty: 2810.843018
	Iteration 42Q: 3 clusters Score -411722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -411724.375000 Penalty: 2810.843018
	Iteration 43Q: 3 clusters Score -411724.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -411729.156250 Penalty: 2810.843018
	Iteration 44Q: 3 clusters Score -411729.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -411729.062500 Penalty: 2810.843018
	Iteration 45Q: 3 clusters Score -411729.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -411729.687500 Penalty: 2810.843018
	Iteration 46Q: 3 clusters Score -411729.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -411730.250000 Penalty: 2810.843018
	Iteration 47Q: 3 clusters Score -411730.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -411730.250000 Penalty: 2810.843018
	Iteration 48F: 3 clusters Score -411730.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 17920 members 
Mstep: Class 3 contains 131718 members 
Mstep: Class 4 contains 13707 members 
Mstep: Class 5 contains 23124 members 
Mstep: Class 6 contains 55387 members 
Mstep: Class 7 contains 15278 members 
Mstep: Class 8 contains 39660 members 
Mstep: Class 9 contains 10132 members 
Mstep: Class 10 contains 2197 members 
Mstep: Class 11 contains 12394 members 
Mstep: Class 12 contains 6862 members 
Mstep: Class 13 contains 140710 members 
Mstep: Class 14 contains 56957 members 
Mstep: Class 15 contains 124409 members 
Mstep: Class 16 contains 41728 members 
Mstep: Class 17 contains 2537 members 
Mstep: Class 18 contains 10613 members 
Mstep: Class 19 contains 6707 members 
Mstep: Class 20 contains 3666 members 
Mstep: Class 21 contains 2150 members 
Mstep: Class 22 contains 3585 members 
Mstep: Class 23 contains 2692 members 
Mstep: Class 24 contains 1680 members 
Mstep: Class 25 contains 2254 members 
Mstep: Class 26 contains 4249 members 
Mstep: Class 27 contains 5055 members 
Mstep: Class 28 contains 142193 members 
Mstep: Class 29 contains 16591 members 
Mstep: Class 30 contains 2037 members 
Entering Unmasked Estep 
Score: -84369872.000000 Penalty: 67143.117188
Splitting cluster 20 changes total score from -84318952.000000 to -84369872.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 21 (2150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Entering Unmasked Estep 
Score: -188981.890625 Penalty: 1246.898682
	Iteration 0F: 2 clusters Score -188981.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -186783.343750 Penalty: 2493.797363
	Iteration 0F: 3 clusters Score -186783.3 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -187311.625000 Penalty: 2493.797363
	Iteration 1F: 3 clusters Score -187311.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -187441.953125 Penalty: 2493.797363
	Iteration 2F: 3 clusters Score -187442 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -187501.640625 Penalty: 2493.797363
	Iteration 3Q: 3 clusters Score -187501.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -187551.796875 Penalty: 2493.797363
	Iteration 4Q: 3 clusters Score -187551.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -187587.218750 Penalty: 2493.797363
	Iteration 5Q: 3 clusters Score -187587.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -187619.750000 Penalty: 2493.797363
	Iteration 6Q: 3 clusters Score -187619.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -187645.421875 Penalty: 2493.797363
	Iteration 7Q: 3 clusters Score -187645.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -187663.421875 Penalty: 2493.797363
	Iteration 8Q: 3 clusters Score -187663.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -187678.781250 Penalty: 2493.797363
	Iteration 9Q: 3 clusters Score -187678.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -187693.859375 Penalty: 2493.797363
	Iteration 10Q: 3 clusters Score -187693.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -187713.421875 Penalty: 2493.797363
	Iteration 11Q: 3 clusters Score -187713.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -187729.265625 Penalty: 2493.797363
	Iteration 12Q: 3 clusters Score -187729.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -187745.484375 Penalty: 2493.797363
	Iteration 13Q: 3 clusters Score -187745.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -187772.671875 Penalty: 2493.797363
	Iteration 14Q: 3 clusters Score -187772.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -187794.843750 Penalty: 2493.797363
	Iteration 15Q: 3 clusters Score -187794.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -187815.531250 Penalty: 2493.797363
	Iteration 16Q: 3 clusters Score -187815.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -187834.390625 Penalty: 2493.797363
	Iteration 17Q: 3 clusters Score -187834.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -187849.906250 Penalty: 2493.797363
	Iteration 18Q: 3 clusters Score -187849.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -187866.062500 Penalty: 2493.797363
	Iteration 19Q: 3 clusters Score -187866.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -187883.562500 Penalty: 2493.797363
	Iteration 20F: 3 clusters Score -187883.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -187897.046875 Penalty: 2493.797363
	Iteration 21Q: 3 clusters Score -187897 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -187913.031250 Penalty: 2493.797363
	Iteration 22Q: 3 clusters Score -187913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -187922.984375 Penalty: 2493.797363
	Iteration 23Q: 3 clusters Score -187923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -187929.515625 Penalty: 2493.797363
	Iteration 24Q: 3 clusters Score -187929.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -187935.859375 Penalty: 2493.797363
	Iteration 25Q: 3 clusters Score -187935.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -187942.406250 Penalty: 2493.797363
	Iteration 26Q: 3 clusters Score -187942.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -187948.468750 Penalty: 2493.797363
	Iteration 27Q: 3 clusters Score -187948.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -187957.718750 Penalty: 2493.797363
	Iteration 28Q: 3 clusters Score -187957.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -187966.687500 Penalty: 2493.797363
	Iteration 29Q: 3 clusters Score -187966.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -187977.218750 Penalty: 2493.797363
	Iteration 30Q: 3 clusters Score -187977.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -187988.859375 Penalty: 2493.797363
	Iteration 31Q: 3 clusters Score -187988.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -187998.234375 Penalty: 2493.797363
	Iteration 32Q: 3 clusters Score -187998.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -188007.000000 Penalty: 2493.797363
	Iteration 33Q: 3 clusters Score -188007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -188018.546875 Penalty: 2493.797363
	Iteration 34Q: 3 clusters Score -188018.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -188031.531250 Penalty: 2493.797363
	Iteration 35Q: 3 clusters Score -188031.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -188041.031250 Penalty: 2493.797363
	Iteration 36Q: 3 clusters Score -188041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -188054.687500 Penalty: 2493.797363
	Iteration 37Q: 3 clusters Score -188054.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -188061.593750 Penalty: 2493.797363
	Iteration 38Q: 3 clusters Score -188061.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -188068.828125 Penalty: 2493.797363
	Iteration 39Q: 3 clusters Score -188068.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -188074.250000 Penalty: 2493.797363
	Iteration 40F: 3 clusters Score -188074.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -188079.500000 Penalty: 2493.797363
	Iteration 41Q: 3 clusters Score -188079.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -188082.187500 Penalty: 2493.797363
	Iteration 42Q: 3 clusters Score -188082.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -188082.921875 Penalty: 2493.797363
	Iteration 43Q: 3 clusters Score -188082.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -188083.484375 Penalty: 2493.797363
	Iteration 44Q: 3 clusters Score -188083.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -188083.656250 Penalty: 2493.797363
	Iteration 45Q: 3 clusters Score -188083.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -188083.984375 Penalty: 2493.797363
	Iteration 46Q: 3 clusters Score -188084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -188083.984375 Penalty: 2493.797363
	Iteration 47F: 3 clusters Score -188084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 17920 members 
Mstep: Class 3 contains 131718 members 
Mstep: Class 4 contains 13707 members 
Mstep: Class 5 contains 23124 members 
Mstep: Class 6 contains 55387 members 
Mstep: Class 7 contains 15278 members 
Mstep: Class 9 contains 10132 members 
Mstep: Class 10 contains 2197 members 
Mstep: Class 11 contains 12394 members 
Mstep: Class 12 contains 6862 members 
Mstep: Class 13 contains 140710 members 
Mstep: Class 15 contains 124409 members 
Mstep: Class 16 contains 41728 members 
Mstep: Class 17 contains 2537 members 
Mstep: Class 18 contains 10613 members 
Mstep: Class 19 contains 6707 members 
Mstep: Class 20 contains 3666 members 
Mstep: Class 21 contains 2150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84388680.000000 Penalty: 67143.117188
Iteration 39Q: 31 clusters Score -8.438868e+07 nChanged 25992
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 59921 members 
Mstep: Class 2 contains 18215 members 
Mstep: Class 3 contains 134326 members 
Mstep: Class 4 contains 14504 members 
Mstep: Class 5 contains 23708 members 
Mstep: Class 6 contains 54597 members 
Mstep: Class 7 contains 14847 members 
Mstep: Class 8 contains 37796 members 
Mstep: Class 9 contains 10866 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 11830 members 
Mstep: Class 12 contains 7500 members 
Mstep: Class 13 contains 141096 members 
Mstep: Class 14 contains 56292 members 
Mstep: Class 15 contains 126060 members 
Mstep: Class 16 contains 42000 members 
Mstep: Class 17 contains 2464 members 
Mstep: Class 18 contains 10851 members 
Mstep: Class 19 contains 7192 members 
Mstep: Class 20 contains 4169 members 
Mstep: Class 21 contains 2063 members 
Mstep: Class 22 contains 3411 members 
Mstep: Class 23 contains 2707 members 
Mstep: Class 24 contains 1498 members 
Mstep: Class 25 contains 2204 members 
Mstep: Class 26 contains 4154 members 
Mstep: Class 27 contains 4799 members 
Mstep: Class 28 contains 139286 members 
Mstep: Class 29 contains 15959 members 
Mstep: Class 30 contains 1773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84402792.000000 Penalty: 67143.117188
Iteration 40F: 31 clusters Score -8.440279e+07 nChanged 18931
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59923 members 
Mstep: Class 2 contains 18235 members 
Mstep: Class 3 contains 133485 members 
Mstep: Class 4 contains 15599 members 
Mstep: Class 5 contains 23996 members 
Mstep: Class 6 contains 53860 members 
Mstep: Class 7 contains 14447 members 
Mstep: Class 8 contains 40711 members 
Mstep: Class 9 contains 11241 members 
Mstep: Class 10 contains 2234 members 
Mstep: Class 11 contains 11387 members 
Mstep: Class 12 contains 7779 members 
Mstep: Class 13 contains 139438 members 
Mstep: Class 14 contains 55921 members 
Mstep: Class 15 contains 126598 members 
Mstep: Class 16 contains 42050 members 
Mstep: Class 17 contains 2322 members 
Mstep: Class 18 contains 11097 members 
Mstep: Class 19 contains 7573 members 
Mstep: Class 20 contains 3941 members 
Mstep: Class 21 contains 2051 members 
Mstep: Class 22 contains 3438 members 
Mstep: Class 23 contains 2744 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 2370 members 
Mstep: Class 26 contains 4198 members 
Mstep: Class 27 contains 4814 members 
Mstep: Class 28 contains 137581 members 
Mstep: Class 29 contains 15953 members 
Mstep: Class 30 contains 1774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84409048.000000 Penalty: 67143.117188
Iteration 41Q: 31 clusters Score -8.440905e+07 nChanged 12192
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60132 members 
Mstep: Class 2 contains 18363 members 
Mstep: Class 3 contains 132577 members 
Mstep: Class 4 contains 16348 members 
Mstep: Class 5 contains 24114 members 
Mstep: Class 6 contains 53246 members 
Mstep: Class 7 contains 14125 members 
Mstep: Class 8 contains 42929 members 
Mstep: Class 9 contains 11522 members 
Mstep: Class 10 contains 2248 members 
Mstep: Class 11 contains 11026 members 
Mstep: Class 12 contains 7976 members 
Mstep: Class 13 contains 137952 members 
Mstep: Class 14 contains 55826 members 
Mstep: Class 15 contains 127040 members 
Mstep: Class 16 contains 42098 members 
Mstep: Class 17 contains 2282 members 
Mstep: Class 18 contains 11372 members 
Mstep: Class 19 contains 7924 members 
Mstep: Class 20 contains 3993 members 
Mstep: Class 21 contains 2016 members 
Mstep: Class 22 contains 3422 members 
Mstep: Class 23 contains 2781 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4259 members 
Mstep: Class 27 contains 4783 members 
Mstep: Class 28 contains 136171 members 
Mstep: Class 29 contains 15933 members 
Mstep: Class 30 contains 1779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84411520.000000 Penalty: 67143.117188
Iteration 42Q: 31 clusters Score -8.441152e+07 nChanged 9357
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 18496 members 
Mstep: Class 3 contains 131554 members 
Mstep: Class 4 contains 16845 members 
Mstep: Class 5 contains 24141 members 
Mstep: Class 6 contains 52825 members 
Mstep: Class 7 contains 13852 members 
Mstep: Class 8 contains 44996 members 
Mstep: Class 9 contains 11727 members 
Mstep: Class 10 contains 2271 members 
Mstep: Class 11 contains 10720 members 
Mstep: Class 12 contains 8171 members 
Mstep: Class 13 contains 136552 members 
Mstep: Class 14 contains 55864 members 
Mstep: Class 15 contains 127450 members 
Mstep: Class 16 contains 42143 members 
Mstep: Class 17 contains 2255 members 
Mstep: Class 18 contains 11645 members 
Mstep: Class 19 contains 8231 members 
Mstep: Class 20 contains 4088 members 
Mstep: Class 21 contains 2002 members 
Mstep: Class 22 contains 3381 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 1616 members 
Mstep: Class 25 contains 2564 members 
Mstep: Class 26 contains 4315 members 
Mstep: Class 27 contains 4745 members 
Mstep: Class 28 contains 135042 members 
Mstep: Class 29 contains 15934 members 
Mstep: Class 30 contains 1784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84414056.000000 Penalty: 67143.117188
Iteration 43Q: 31 clusters Score -8.441406e+07 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60401 members 
Mstep: Class 2 contains 18609 members 
Mstep: Class 3 contains 130600 members 
Mstep: Class 4 contains 17226 members 
Mstep: Class 5 contains 24131 members 
Mstep: Class 6 contains 52514 members 
Mstep: Class 7 contains 13626 members 
Mstep: Class 8 contains 46883 members 
Mstep: Class 9 contains 11916 members 
Mstep: Class 10 contains 2291 members 
Mstep: Class 11 contains 10461 members 
Mstep: Class 12 contains 8327 members 
Mstep: Class 13 contains 135215 members 
Mstep: Class 14 contains 55931 members 
Mstep: Class 15 contains 127822 members 
Mstep: Class 16 contains 42177 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 11931 members 
Mstep: Class 19 contains 8568 members 
Mstep: Class 20 contains 4147 members 
Mstep: Class 21 contains 1996 members 
Mstep: Class 22 contains 3326 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 2615 members 
Mstep: Class 26 contains 4367 members 
Mstep: Class 27 contains 4732 members 
Mstep: Class 28 contains 134097 members 
Mstep: Class 29 contains 15926 members 
Mstep: Class 30 contains 1792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84414864.000000 Penalty: 67143.117188
Iteration 44Q: 31 clusters Score -8.441486e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60476 members 
Mstep: Class 2 contains 18703 members 
Mstep: Class 3 contains 129804 members 
Mstep: Class 4 contains 17479 members 
Mstep: Class 5 contains 24083 members 
Mstep: Class 6 contains 52303 members 
Mstep: Class 7 contains 13440 members 
Mstep: Class 8 contains 48590 members 
Mstep: Class 9 contains 12037 members 
Mstep: Class 10 contains 2298 members 
Mstep: Class 11 contains 10237 members 
Mstep: Class 12 contains 8446 members 
Mstep: Class 13 contains 134041 members 
Mstep: Class 14 contains 56035 members 
Mstep: Class 15 contains 128102 members 
Mstep: Class 16 contains 42203 members 
Mstep: Class 17 contains 2200 members 
Mstep: Class 18 contains 12181 members 
Mstep: Class 19 contains 8844 members 
Mstep: Class 20 contains 4214 members 
Mstep: Class 21 contains 1995 members 
Mstep: Class 22 contains 3272 members 
Mstep: Class 23 contains 2889 members 
Mstep: Class 24 contains 1654 members 
Mstep: Class 25 contains 2661 members 
Mstep: Class 26 contains 4411 members 
Mstep: Class 27 contains 4728 members 
Mstep: Class 28 contains 133274 members 
Mstep: Class 29 contains 15932 members 
Mstep: Class 30 contains 1788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84416536.000000 Penalty: 67143.117188
Iteration 45Q: 31 clusters Score -8.441654e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60523 members 
Mstep: Class 2 contains 18822 members 
Mstep: Class 3 contains 129040 members 
Mstep: Class 4 contains 17668 members 
Mstep: Class 5 contains 24036 members 
Mstep: Class 6 contains 52149 members 
Mstep: Class 7 contains 13275 members 
Mstep: Class 8 contains 50171 members 
Mstep: Class 9 contains 12133 members 
Mstep: Class 10 contains 2309 members 
Mstep: Class 11 contains 10044 members 
Mstep: Class 12 contains 8535 members 
Mstep: Class 13 contains 132959 members 
Mstep: Class 14 contains 56115 members 
Mstep: Class 15 contains 128400 members 
Mstep: Class 16 contains 42217 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 12400 members 
Mstep: Class 19 contains 9124 members 
Mstep: Class 20 contains 4293 members 
Mstep: Class 21 contains 1996 members 
Mstep: Class 22 contains 3216 members 
Mstep: Class 23 contains 2922 members 
Mstep: Class 24 contains 1676 members 
Mstep: Class 25 contains 2698 members 
Mstep: Class 26 contains 4433 members 
Mstep: Class 27 contains 4720 members 
Mstep: Class 28 contains 132561 members 
Mstep: Class 29 contains 15921 members 
Mstep: Class 30 contains 1785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84417136.000000 Penalty: 67143.117188
Iteration 46Q: 31 clusters Score -8.441714e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60545 members 
Mstep: Class 2 contains 18915 members 
Mstep: Class 3 contains 128434 members 
Mstep: Class 4 contains 17800 members 
Mstep: Class 5 contains 23976 members 
Mstep: Class 6 contains 52039 members 
Mstep: Class 7 contains 13180 members 
Mstep: Class 8 contains 51607 members 
Mstep: Class 9 contains 12209 members 
Mstep: Class 10 contains 2313 members 
Mstep: Class 11 contains 9877 members 
Mstep: Class 12 contains 8606 members 
Mstep: Class 13 contains 131976 members 
Mstep: Class 14 contains 56173 members 
Mstep: Class 15 contains 128661 members 
Mstep: Class 16 contains 42240 members 
Mstep: Class 17 contains 2166 members 
Mstep: Class 18 contains 12594 members 
Mstep: Class 19 contains 9339 members 
Mstep: Class 20 contains 4362 members 
Mstep: Class 21 contains 1997 members 
Mstep: Class 22 contains 3149 members 
Mstep: Class 23 contains 2955 members 
Mstep: Class 24 contains 1700 members 
Mstep: Class 25 contains 2722 members 
Mstep: Class 26 contains 4457 members 
Mstep: Class 27 contains 4708 members 
Mstep: Class 28 contains 131938 members 
Mstep: Class 29 contains 15900 members 
Mstep: Class 30 contains 1782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84417848.000000 Penalty: 67143.117188
Iteration 47Q: 31 clusters Score -8.441785e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60544 members 
Mstep: Class 2 contains 19010 members 
Mstep: Class 3 contains 127988 members 
Mstep: Class 4 contains 17895 members 
Mstep: Class 5 contains 23912 members 
Mstep: Class 6 contains 51958 members 
Mstep: Class 7 contains 13108 members 
Mstep: Class 8 contains 52876 members 
Mstep: Class 9 contains 12265 members 
Mstep: Class 10 contains 2315 members 
Mstep: Class 11 contains 9722 members 
Mstep: Class 12 contains 8659 members 
Mstep: Class 13 contains 131045 members 
Mstep: Class 14 contains 56246 members 
Mstep: Class 15 contains 128875 members 
Mstep: Class 16 contains 42254 members 
Mstep: Class 17 contains 2158 members 
Mstep: Class 18 contains 12771 members 
Mstep: Class 19 contains 9521 members 
Mstep: Class 20 contains 4424 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 3087 members 
Mstep: Class 23 contains 2992 members 
Mstep: Class 24 contains 1726 members 
Mstep: Class 25 contains 2749 members 
Mstep: Class 26 contains 4474 members 
Mstep: Class 27 contains 4698 members 
Mstep: Class 28 contains 131396 members 
Mstep: Class 29 contains 15865 members 
Mstep: Class 30 contains 1786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84418224.000000 Penalty: 67143.117188
Iteration 48Q: 31 clusters Score -8.441822e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60535 members 
Mstep: Class 2 contains 19119 members 
Mstep: Class 3 contains 127587 members 
Mstep: Class 4 contains 17961 members 
Mstep: Class 5 contains 23864 members 
Mstep: Class 6 contains 51904 members 
Mstep: Class 7 contains 13031 members 
Mstep: Class 8 contains 53982 members 
Mstep: Class 9 contains 12319 members 
Mstep: Class 10 contains 2316 members 
Mstep: Class 11 contains 9596 members 
Mstep: Class 12 contains 8691 members 
Mstep: Class 13 contains 130289 members 
Mstep: Class 14 contains 56315 members 
Mstep: Class 15 contains 129015 members 
Mstep: Class 16 contains 42262 members 
Mstep: Class 17 contains 2146 members 
Mstep: Class 18 contains 12923 members 
Mstep: Class 19 contains 9674 members 
Mstep: Class 20 contains 4472 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 3036 members 
Mstep: Class 23 contains 3017 members 
Mstep: Class 24 contains 1742 members 
Mstep: Class 25 contains 2779 members 
Mstep: Class 26 contains 4483 members 
Mstep: Class 27 contains 4697 members 
Mstep: Class 28 contains 130924 members 
Mstep: Class 29 contains 15851 members 
Mstep: Class 30 contains 1789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84418792.000000 Penalty: 67143.117188
Iteration 49Q: 31 clusters Score -8.441879e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60519 members 
Mstep: Class 2 contains 19217 members 
Mstep: Class 3 contains 127274 members 
Mstep: Class 4 contains 18025 members 
Mstep: Class 5 contains 23823 members 
Mstep: Class 6 contains 51858 members 
Mstep: Class 7 contains 12968 members 
Mstep: Class 8 contains 55004 members 
Mstep: Class 9 contains 12360 members 
Mstep: Class 10 contains 2317 members 
Mstep: Class 11 contains 9491 members 
Mstep: Class 12 contains 8722 members 
Mstep: Class 13 contains 129578 members 
Mstep: Class 14 contains 56375 members 
Mstep: Class 15 contains 129108 members 
Mstep: Class 16 contains 42254 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 13047 members 
Mstep: Class 19 contains 9804 members 
Mstep: Class 20 contains 4514 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 2994 members 
Mstep: Class 23 contains 3041 members 
Mstep: Class 24 contains 1759 members 
Mstep: Class 25 contains 2809 members 
Mstep: Class 26 contains 4490 members 
Mstep: Class 27 contains 4694 members 
Mstep: Class 28 contains 130513 members 
Mstep: Class 29 contains 15837 members 
Mstep: Class 30 contains 1792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84418720.000000 Penalty: 67143.117188
Iteration 50Q: 31 clusters Score -8.441872e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60504 members 
Mstep: Class 2 contains 19322 members 
Mstep: Class 3 contains 127069 members 
Mstep: Class 4 contains 18062 members 
Mstep: Class 5 contains 23801 members 
Mstep: Class 6 contains 51829 members 
Mstep: Class 7 contains 12914 members 
Mstep: Class 8 contains 55933 members 
Mstep: Class 9 contains 12376 members 
Mstep: Class 10 contains 2320 members 
Mstep: Class 11 contains 9400 members 
Mstep: Class 12 contains 8739 members 
Mstep: Class 13 contains 128932 members 
Mstep: Class 14 contains 56419 members 
Mstep: Class 15 contains 129165 members 
Mstep: Class 16 contains 42244 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 13129 members 
Mstep: Class 19 contains 9905 members 
Mstep: Class 20 contains 4548 members 
Mstep: Class 21 contains 1999 members 
Mstep: Class 22 contains 2967 members 
Mstep: Class 23 contains 3056 members 
Mstep: Class 24 contains 1766 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 4490 members 
Mstep: Class 27 contains 4687 members 
Mstep: Class 28 contains 130164 members 
Mstep: Class 29 contains 15824 members 
Mstep: Class 30 contains 1802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84419232.000000 Penalty: 67143.117188
Iteration 51Q: 31 clusters Score -8.441923e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60487 members 
Mstep: Class 2 contains 19422 members 
Mstep: Class 3 contains 126845 members 
Mstep: Class 4 contains 18081 members 
Mstep: Class 5 contains 23770 members 
Mstep: Class 6 contains 51813 members 
Mstep: Class 7 contains 12851 members 
Mstep: Class 8 contains 56785 members 
Mstep: Class 9 contains 12381 members 
Mstep: Class 10 contains 2325 members 
Mstep: Class 11 contains 9319 members 
Mstep: Class 12 contains 8761 members 
Mstep: Class 13 contains 128388 members 
Mstep: Class 14 contains 56465 members 
Mstep: Class 15 contains 129201 members 
Mstep: Class 16 contains 42234 members 
Mstep: Class 17 contains 2125 members 
Mstep: Class 18 contains 13204 members 
Mstep: Class 19 contains 9988 members 
Mstep: Class 20 contains 4578 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 2953 members 
Mstep: Class 23 contains 3070 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 2843 members 
Mstep: Class 26 contains 4491 members 
Mstep: Class 27 contains 4685 members 
Mstep: Class 28 contains 129877 members 
Mstep: Class 29 contains 15802 members 
Mstep: Class 30 contains 1808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84419176.000000 Penalty: 67143.117188
Iteration 52Q: 31 clusters Score -8.441918e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60463 members 
Mstep: Class 2 contains 19531 members 
Mstep: Class 3 contains 126589 members 
Mstep: Class 4 contains 18106 members 
Mstep: Class 5 contains 23728 members 
Mstep: Class 6 contains 51795 members 
Mstep: Class 7 contains 12785 members 
Mstep: Class 8 contains 57652 members 
Mstep: Class 9 contains 12383 members 
Mstep: Class 10 contains 2328 members 
Mstep: Class 11 contains 9261 members 
Mstep: Class 12 contains 8780 members 
Mstep: Class 13 contains 127861 members 
Mstep: Class 14 contains 56514 members 
Mstep: Class 15 contains 129186 members 
Mstep: Class 16 contains 42219 members 
Mstep: Class 17 contains 2122 members 
Mstep: Class 18 contains 13278 members 
Mstep: Class 19 contains 10062 members 
Mstep: Class 20 contains 4593 members 
Mstep: Class 21 contains 2003 members 
Mstep: Class 22 contains 2954 members 
Mstep: Class 23 contains 3078 members 
Mstep: Class 24 contains 1774 members 
Mstep: Class 25 contains 2852 members 
Mstep: Class 26 contains 4492 members 
Mstep: Class 27 contains 4685 members 
Mstep: Class 28 contains 129653 members 
Mstep: Class 29 contains 15783 members 
Mstep: Class 30 contains 1810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84419472.000000 Penalty: 67143.117188
Iteration 53Q: 31 clusters Score -8.441947e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60438 members 
Mstep: Class 2 contains 19614 members 
Mstep: Class 3 contains 126366 members 
Mstep: Class 4 contains 18126 members 
Mstep: Class 5 contains 23704 members 
Mstep: Class 6 contains 51779 members 
Mstep: Class 7 contains 12736 members 
Mstep: Class 8 contains 58429 members 
Mstep: Class 9 contains 12377 members 
Mstep: Class 10 contains 2328 members 
Mstep: Class 11 contains 9219 members 
Mstep: Class 12 contains 8806 members 
Mstep: Class 13 contains 127368 members 
Mstep: Class 14 contains 56552 members 
Mstep: Class 15 contains 129164 members 
Mstep: Class 16 contains 42216 members 
Mstep: Class 17 contains 2120 members 
Mstep: Class 18 contains 13368 members 
Mstep: Class 19 contains 10125 members 
Mstep: Class 20 contains 4605 members 
Mstep: Class 21 contains 2007 members 
Mstep: Class 22 contains 2955 members 
Mstep: Class 23 contains 3086 members 
Mstep: Class 24 contains 1776 members 
Mstep: Class 25 contains 2862 members 
Mstep: Class 26 contains 4497 members 
Mstep: Class 27 contains 4680 members 
Mstep: Class 28 contains 129438 members 
Mstep: Class 29 contains 15767 members 
Mstep: Class 30 contains 1812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84419512.000000 Penalty: 67143.117188
Iteration 54Q: 31 clusters Score -8.441951e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60429 members 
Mstep: Class 2 contains 19691 members 
Mstep: Class 3 contains 126198 members 
Mstep: Class 4 contains 18145 members 
Mstep: Class 5 contains 23681 members 
Mstep: Class 6 contains 51766 members 
Mstep: Class 7 contains 12696 members 
Mstep: Class 8 contains 59098 members 
Mstep: Class 9 contains 12376 members 
Mstep: Class 10 contains 2328 members 
Mstep: Class 11 contains 9191 members 
Mstep: Class 12 contains 8825 members 
Mstep: Class 13 contains 126932 members 
Mstep: Class 14 contains 56596 members 
Mstep: Class 15 contains 129129 members 
Mstep: Class 16 contains 42208 members 
Mstep: Class 17 contains 2116 members 
Mstep: Class 18 contains 13434 members 
Mstep: Class 19 contains 10170 members 
Mstep: Class 20 contains 4612 members 
Mstep: Class 21 contains 2011 members 
Mstep: Class 22 contains 2963 members 
Mstep: Class 23 contains 3093 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 2859 members 
Mstep: Class 26 contains 4501 members 
Mstep: Class 27 contains 4679 members 
Mstep: Class 28 contains 129248 members 
Mstep: Class 29 contains 15751 members 
Mstep: Class 30 contains 1815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84419592.000000 Penalty: 67143.117188
Iteration 55Q: 31 clusters Score -8.441959e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60419 members 
Mstep: Class 2 contains 19757 members 
Mstep: Class 3 contains 126073 members 
Mstep: Class 4 contains 18154 members 
Mstep: Class 5 contains 23663 members 
Mstep: Class 6 contains 51759 members 
Mstep: Class 7 contains 12656 members 
Mstep: Class 8 contains 59697 members 
Mstep: Class 9 contains 12368 members 
Mstep: Class 10 contains 2328 members 
Mstep: Class 11 contains 9161 members 
Mstep: Class 12 contains 8833 members 
Mstep: Class 13 contains 126538 members 
Mstep: Class 14 contains 56629 members 
Mstep: Class 15 contains 129077 members 
Mstep: Class 16 contains 42202 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 13490 members 
Mstep: Class 19 contains 10211 members 
Mstep: Class 20 contains 4616 members 
Mstep: Class 21 contains 2015 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3103 members 
Mstep: Class 24 contains 1777 members 
Mstep: Class 25 contains 2862 members 
Mstep: Class 26 contains 4503 members 
Mstep: Class 27 contains 4678 members 
Mstep: Class 28 contains 129092 members 
Mstep: Class 29 contains 15742 members 
Mstep: Class 30 contains 1822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84419808.000000 Penalty: 67143.117188
Iteration 56Q: 31 clusters Score -8.441981e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60400 members 
Mstep: Class 2 contains 19833 members 
Mstep: Class 3 contains 125968 members 
Mstep: Class 4 contains 18155 members 
Mstep: Class 5 contains 23642 members 
Mstep: Class 6 contains 51755 members 
Mstep: Class 7 contains 12608 members 
Mstep: Class 8 contains 60230 members 
Mstep: Class 9 contains 12360 members 
Mstep: Class 10 contains 2328 members 
Mstep: Class 11 contains 9134 members 
Mstep: Class 12 contains 8843 members 
Mstep: Class 13 contains 126182 members 
Mstep: Class 14 contains 56666 members 
Mstep: Class 15 contains 129035 members 
Mstep: Class 16 contains 42198 members 
Mstep: Class 17 contains 2117 members 
Mstep: Class 18 contains 13542 members 
Mstep: Class 19 contains 10239 members 
Mstep: Class 20 contains 4637 members 
Mstep: Class 21 contains 2015 members 
Mstep: Class 22 contains 2992 members 
Mstep: Class 23 contains 3114 members 
Mstep: Class 24 contains 1778 members 
Mstep: Class 25 contains 2863 members 
Mstep: Class 26 contains 4506 members 
Mstep: Class 27 contains 4677 members 
Mstep: Class 28 contains 128939 members 
Mstep: Class 29 contains 15735 members 
Mstep: Class 30 contains 1829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84419800.000000 Penalty: 67143.117188
Iteration 57Q: 31 clusters Score -8.44198e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60380 members 
Mstep: Class 2 contains 19898 members 
Mstep: Class 3 contains 125859 members 
Mstep: Class 4 contains 18157 members 
Mstep: Class 5 contains 23633 members 
Mstep: Class 6 contains 51753 members 
Mstep: Class 7 contains 12560 members 
Mstep: Class 8 contains 60703 members 
Mstep: Class 9 contains 12351 members 
Mstep: Class 10 contains 2328 members 
Mstep: Class 11 contains 9124 members 
Mstep: Class 12 contains 8842 members 
Mstep: Class 13 contains 125861 members 
Mstep: Class 14 contains 56712 members 
Mstep: Class 15 contains 129010 members 
Mstep: Class 16 contains 42190 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 13584 members 
Mstep: Class 19 contains 10257 members 
Mstep: Class 20 contains 4653 members 
Mstep: Class 21 contains 2013 members 
Mstep: Class 22 contains 3015 members 
Mstep: Class 23 contains 3120 members 
Mstep: Class 24 contains 1780 members 
Mstep: Class 25 contains 2864 members 
Mstep: Class 26 contains 4507 members 
Mstep: Class 27 contains 4674 members 
Mstep: Class 28 contains 128816 members 
Mstep: Class 29 contains 15731 members 
Mstep: Class 30 contains 1830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84419640.000000 Penalty: 67143.117188
Iteration 58Q: 31 clusters Score -8.441964e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60349 members 
Mstep: Class 2 contains 19964 members 
Mstep: Class 3 contains 125815 members 
Mstep: Class 4 contains 18159 members 
Mstep: Class 5 contains 23621 members 
Mstep: Class 6 contains 51751 members 
Mstep: Class 7 contains 12527 members 
Mstep: Class 8 contains 61084 members 
Mstep: Class 9 contains 12339 members 
Mstep: Class 10 contains 2328 members 
Mstep: Class 11 contains 9120 members 
Mstep: Class 12 contains 8852 members 
Mstep: Class 13 contains 125587 members 
Mstep: Class 14 contains 56752 members 
Mstep: Class 15 contains 128979 members 
Mstep: Class 16 contains 42184 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 13614 members 
Mstep: Class 19 contains 10276 members 
Mstep: Class 20 contains 4660 members 
Mstep: Class 21 contains 2009 members 
Mstep: Class 22 contains 3038 members 
Mstep: Class 23 contains 3125 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 2862 members 
Mstep: Class 26 contains 4508 members 
Mstep: Class 27 contains 4672 members 
Mstep: Class 28 contains 128692 members 
Mstep: Class 29 contains 15723 members 
Mstep: Class 30 contains 1834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84419656.000000 Penalty: 67143.117188
Iteration 59Q: 31 clusters Score -8.441966e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60326 members 
Mstep: Class 2 contains 20022 members 
Mstep: Class 3 contains 125748 members 
Mstep: Class 4 contains 18160 members 
Mstep: Class 5 contains 23607 members 
Mstep: Class 6 contains 51750 members 
Mstep: Class 7 contains 12495 members 
Mstep: Class 8 contains 61410 members 
Mstep: Class 9 contains 12329 members 
Mstep: Class 10 contains 2328 members 
Mstep: Class 11 contains 9117 members 
Mstep: Class 12 contains 8867 members 
Mstep: Class 13 contains 125362 members 
Mstep: Class 14 contains 56785 members 
Mstep: Class 15 contains 128947 members 
Mstep: Class 16 contains 42184 members 
Mstep: Class 17 contains 2113 members 
Mstep: Class 18 contains 13635 members 
Mstep: Class 19 contains 10294 members 
Mstep: Class 20 contains 4662 members 
Mstep: Class 21 contains 2009 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 3130 members 
Mstep: Class 24 contains 1782 members 
Mstep: Class 25 contains 2863 members 
Mstep: Class 26 contains 4511 members 
Mstep: Class 27 contains 4672 members 
Mstep: Class 28 contains 128603 members 
Mstep: Class 29 contains 15712 members 
Mstep: Class 30 contains 1838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84419776.000000 Penalty: 67143.117188
Iteration 60F: 31 clusters Score -8.441978e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 20061 members 
Mstep: Class 3 contains 125699 members 
Mstep: Class 4 contains 18161 members 
Mstep: Class 5 contains 23593 members 
Mstep: Class 6 contains 51750 members 
Mstep: Class 7 contains 12468 members 
Mstep: Class 8 contains 61713 members 
Mstep: Class 9 contains 12324 members 
Mstep: Class 10 contains 2328 members 
Mstep: Class 11 contains 9109 members 
Mstep: Class 12 contains 8887 members 
Mstep: Class 13 contains 125140 members 
Mstep: Class 14 contains 56806 members 
Mstep: Class 15 contains 128898 members 
Mstep: Class 16 contains 42180 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 13655 members 
Mstep: Class 19 contains 10335 members 
Mstep: Class 20 contains 4658 members 
Mstep: Class 21 contains 2008 members 
Mstep: Class 22 contains 3075 members 
Mstep: Class 23 contains 3137 members 
Mstep: Class 24 contains 1806 members 
Mstep: Class 25 contains 2872 members 
Mstep: Class 26 contains 4510 members 
Mstep: Class 27 contains 4670 members 
Mstep: Class 28 contains 128525 members 
Mstep: Class 29 contains 15708 members 
Mstep: Class 30 contains 1827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84419824.000000 Penalty: 67143.117188
Iteration 61Q: 31 clusters Score -8.441982e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 20087 members 
Mstep: Class 3 contains 125677 members 
Mstep: Class 4 contains 18154 members 
Mstep: Class 5 contains 23593 members 
Mstep: Class 6 contains 51750 members 
Mstep: Class 7 contains 12436 members 
Mstep: Class 8 contains 61975 members 
Mstep: Class 9 contains 12332 members 
Mstep: Class 10 contains 2335 members 
Mstep: Class 11 contains 9106 members 
Mstep: Class 12 contains 8897 members 
Mstep: Class 13 contains 124936 members 
Mstep: Class 14 contains 56821 members 
Mstep: Class 15 contains 128838 members 
Mstep: Class 16 contains 42178 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 13669 members 
Mstep: Class 19 contains 10373 members 
Mstep: Class 20 contains 4653 members 
Mstep: Class 21 contains 2006 members 
Mstep: Class 22 contains 3086 members 
Mstep: Class 23 contains 3139 members 
Mstep: Class 24 contains 1824 members 
Mstep: Class 25 contains 2879 members 
Mstep: Class 26 contains 4513 members 
Mstep: Class 27 contains 4672 members 
Mstep: Class 28 contains 128453 members 
Mstep: Class 29 contains 15702 members 
Mstep: Class 30 contains 1824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84419960.000000 Penalty: 67143.117188
Iteration 62Q: 31 clusters Score -8.441996e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60297 members 
Mstep: Class 2 contains 20108 members 
Mstep: Class 3 contains 125684 members 
Mstep: Class 4 contains 18158 members 
Mstep: Class 5 contains 23590 members 
Mstep: Class 6 contains 51742 members 
Mstep: Class 7 contains 12393 members 
Mstep: Class 8 contains 62210 members 
Mstep: Class 9 contains 12330 members 
Mstep: Class 10 contains 2338 members 
Mstep: Class 11 contains 9097 members 
Mstep: Class 12 contains 8910 members 
Mstep: Class 13 contains 124760 members 
Mstep: Class 14 contains 56824 members 
Mstep: Class 15 contains 128782 members 
Mstep: Class 16 contains 42177 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 13684 members 
Mstep: Class 19 contains 10414 members 
Mstep: Class 20 contains 4643 members 
Mstep: Class 21 contains 2002 members 
Mstep: Class 22 contains 3103 members 
Mstep: Class 23 contains 3142 members 
Mstep: Class 24 contains 1845 members 
Mstep: Class 25 contains 2879 members 
Mstep: Class 26 contains 4522 members 
Mstep: Class 27 contains 4672 members 
Mstep: Class 28 contains 128388 members 
Mstep: Class 29 contains 15701 members 
Mstep: Class 30 contains 1815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84419928.000000 Penalty: 67143.117188
Iteration 63Q: 31 clusters Score -8.441993e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60288 members 
Mstep: Class 2 contains 20131 members 
Mstep: Class 3 contains 125695 members 
Mstep: Class 4 contains 18172 members 
Mstep: Class 5 contains 23590 members 
Mstep: Class 6 contains 51732 members 
Mstep: Class 7 contains 12364 members 
Mstep: Class 8 contains 62422 members 
Mstep: Class 9 contains 12332 members 
Mstep: Class 10 contains 2346 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 8920 members 
Mstep: Class 13 contains 124609 members 
Mstep: Class 14 contains 56840 members 
Mstep: Class 15 contains 128724 members 
Mstep: Class 16 contains 42176 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 13699 members 
Mstep: Class 19 contains 10443 members 
Mstep: Class 20 contains 4627 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 3118 members 
Mstep: Class 23 contains 3143 members 
Mstep: Class 24 contains 1852 members 
Mstep: Class 25 contains 2880 members 
Mstep: Class 26 contains 4525 members 
Mstep: Class 27 contains 4674 members 
Mstep: Class 28 contains 128311 members 
Mstep: Class 29 contains 15699 members 
Mstep: Class 30 contains 1810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84420120.000000 Penalty: 67143.117188
Iteration 64Q: 31 clusters Score -8.442012e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60277 members 
Mstep: Class 2 contains 20139 members 
Mstep: Class 3 contains 125720 members 
Mstep: Class 4 contains 18183 members 
Mstep: Class 5 contains 23594 members 
Mstep: Class 6 contains 51723 members 
Mstep: Class 7 contains 12328 members 
Mstep: Class 8 contains 62622 members 
Mstep: Class 9 contains 12329 members 
Mstep: Class 10 contains 2356 members 
Mstep: Class 11 contains 9080 members 
Mstep: Class 12 contains 8928 members 
Mstep: Class 13 contains 124472 members 
Mstep: Class 14 contains 56854 members 
Mstep: Class 15 contains 128681 members 
Mstep: Class 16 contains 42178 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 13714 members 
Mstep: Class 19 contains 10479 members 
Mstep: Class 20 contains 4624 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 3127 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 1855 members 
Mstep: Class 25 contains 2879 members 
Mstep: Class 26 contains 4525 members 
Mstep: Class 27 contains 4674 members 
Mstep: Class 28 contains 128219 members 
Mstep: Class 29 contains 15696 members 
Mstep: Class 30 contains 1809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84420168.000000 Penalty: 67143.117188
Iteration 65Q: 31 clusters Score -8.442017e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60269 members 
Mstep: Class 2 contains 20150 members 
Mstep: Class 3 contains 125702 members 
Mstep: Class 4 contains 18188 members 
Mstep: Class 5 contains 23590 members 
Mstep: Class 6 contains 51717 members 
Mstep: Class 7 contains 12291 members 
Mstep: Class 8 contains 62809 members 
Mstep: Class 9 contains 12334 members 
Mstep: Class 10 contains 2364 members 
Mstep: Class 11 contains 9074 members 
Mstep: Class 12 contains 8935 members 
Mstep: Class 13 contains 124340 members 
Mstep: Class 14 contains 56878 members 
Mstep: Class 15 contains 128650 members 
Mstep: Class 16 contains 42181 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 13734 members 
Mstep: Class 19 contains 10504 members 
Mstep: Class 20 contains 4623 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 3140 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 1856 members 
Mstep: Class 25 contains 2876 members 
Mstep: Class 26 contains 4529 members 
Mstep: Class 27 contains 4672 members 
Mstep: Class 28 contains 128147 members 
Mstep: Class 29 contains 15696 members 
Mstep: Class 30 contains 1818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84420320.000000 Penalty: 67143.117188
Iteration 66Q: 31 clusters Score -8.442032e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60262 members 
Mstep: Class 2 contains 20168 members 
Mstep: Class 3 contains 125689 members 
Mstep: Class 4 contains 18199 members 
Mstep: Class 5 contains 23585 members 
Mstep: Class 6 contains 51709 members 
Mstep: Class 7 contains 12255 members 
Mstep: Class 8 contains 62980 members 
Mstep: Class 9 contains 12327 members 
Mstep: Class 10 contains 2367 members 
Mstep: Class 11 contains 9069 members 
Mstep: Class 12 contains 8948 members 
Mstep: Class 13 contains 124233 members 
Mstep: Class 14 contains 56908 members 
Mstep: Class 15 contains 128614 members 
Mstep: Class 16 contains 42176 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 13748 members 
Mstep: Class 19 contains 10514 members 
Mstep: Class 20 contains 4624 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 3156 members 
Mstep: Class 23 contains 3147 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 2876 members 
Mstep: Class 26 contains 4525 members 
Mstep: Class 27 contains 4673 members 
Mstep: Class 28 contains 128085 members 
Mstep: Class 29 contains 15694 members 
Mstep: Class 30 contains 1825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84420472.000000 Penalty: 67143.117188
Iteration 67Q: 31 clusters Score -8.442047e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60254 members 
Mstep: Class 2 contains 20180 members 
Mstep: Class 3 contains 125651 members 
Mstep: Class 4 contains 18209 members 
Mstep: Class 5 contains 23577 members 
Mstep: Class 6 contains 51705 members 
Mstep: Class 7 contains 12217 members 
Mstep: Class 8 contains 63162 members 
Mstep: Class 9 contains 12318 members 
Mstep: Class 10 contains 2370 members 
Mstep: Class 11 contains 9070 members 
Mstep: Class 12 contains 8962 members 
Mstep: Class 13 contains 124137 members 
Mstep: Class 14 contains 56928 members 
Mstep: Class 15 contains 128579 members 
Mstep: Class 16 contains 42173 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 13758 members 
Mstep: Class 19 contains 10523 members 
Mstep: Class 20 contains 4633 members 
Mstep: Class 21 contains 1999 members 
Mstep: Class 22 contains 3163 members 
Mstep: Class 23 contains 3149 members 
Mstep: Class 24 contains 1856 members 
Mstep: Class 25 contains 2876 members 
Mstep: Class 26 contains 4525 members 
Mstep: Class 27 contains 4674 members 
Mstep: Class 28 contains 128038 members 
Mstep: Class 29 contains 15692 members 
Mstep: Class 30 contains 1836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84420456.000000 Penalty: 67143.117188
Iteration 68Q: 31 clusters Score -8.442046e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60255 members 
Mstep: Class 2 contains 20190 members 
Mstep: Class 3 contains 125596 members 
Mstep: Class 4 contains 18218 members 
Mstep: Class 5 contains 23582 members 
Mstep: Class 6 contains 51703 members 
Mstep: Class 7 contains 12182 members 
Mstep: Class 8 contains 63309 members 
Mstep: Class 9 contains 12313 members 
Mstep: Class 10 contains 2373 members 
Mstep: Class 11 contains 9072 members 
Mstep: Class 12 contains 8972 members 
Mstep: Class 13 contains 124051 members 
Mstep: Class 14 contains 56957 members 
Mstep: Class 15 contains 128555 members 
Mstep: Class 16 contains 42171 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 13769 members 
Mstep: Class 19 contains 10531 members 
Mstep: Class 20 contains 4632 members 
Mstep: Class 21 contains 1998 members 
Mstep: Class 22 contains 3169 members 
Mstep: Class 23 contains 3150 members 
Mstep: Class 24 contains 1851 members 
Mstep: Class 25 contains 2872 members 
Mstep: Class 26 contains 4524 members 
Mstep: Class 27 contains 4676 members 
Mstep: Class 28 contains 128001 members 
Mstep: Class 29 contains 15687 members 
Mstep: Class 30 contains 1853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84420312.000000 Penalty: 67143.117188
Iteration 69Q: 31 clusters Score -8.442031e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60249 members 
Mstep: Class 2 contains 20201 members 
Mstep: Class 3 contains 125564 members 
Mstep: Class 4 contains 18222 members 
Mstep: Class 5 contains 23587 members 
Mstep: Class 6 contains 51700 members 
Mstep: Class 7 contains 12153 members 
Mstep: Class 8 contains 63447 members 
Mstep: Class 9 contains 12308 members 
Mstep: Class 10 contains 2375 members 
Mstep: Class 11 contains 9074 members 
Mstep: Class 12 contains 8988 members 
Mstep: Class 13 contains 123965 members 
Mstep: Class 14 contains 56980 members 
Mstep: Class 15 contains 128514 members 
Mstep: Class 16 contains 42170 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 13776 members 
Mstep: Class 19 contains 10535 members 
Mstep: Class 20 contains 4629 members 
Mstep: Class 21 contains 1998 members 
Mstep: Class 22 contains 3176 members 
Mstep: Class 23 contains 3152 members 
Mstep: Class 24 contains 1851 members 
Mstep: Class 25 contains 2869 members 
Mstep: Class 26 contains 4525 members 
Mstep: Class 27 contains 4674 members 
Mstep: Class 28 contains 127977 members 
Mstep: Class 29 contains 15681 members 
Mstep: Class 30 contains 1871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84420344.000000 Penalty: 67143.117188
Iteration 70Q: 31 clusters Score -8.442034e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60246 members 
Mstep: Class 2 contains 20204 members 
Mstep: Class 3 contains 125539 members 
Mstep: Class 4 contains 18234 members 
Mstep: Class 5 contains 23587 members 
Mstep: Class 6 contains 51698 members 
Mstep: Class 7 contains 12124 members 
Mstep: Class 8 contains 63557 members 
Mstep: Class 9 contains 12305 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 9072 members 
Mstep: Class 12 contains 9001 members 
Mstep: Class 13 contains 123901 members 
Mstep: Class 14 contains 57011 members 
Mstep: Class 15 contains 128473 members 
Mstep: Class 16 contains 42171 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 13783 members 
Mstep: Class 19 contains 10537 members 
Mstep: Class 20 contains 4635 members 
Mstep: Class 21 contains 1998 members 
Mstep: Class 22 contains 3179 members 
Mstep: Class 23 contains 3153 members 
Mstep: Class 24 contains 1847 members 
Mstep: Class 25 contains 2870 members 
Mstep: Class 26 contains 4525 members 
Mstep: Class 27 contains 4675 members 
Mstep: Class 28 contains 127954 members 
Mstep: Class 29 contains 15674 members 
Mstep: Class 30 contains 1879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84420328.000000 Penalty: 67143.117188
Iteration 71Q: 31 clusters Score -8.442033e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60244 members 
Mstep: Class 2 contains 20207 members 
Mstep: Class 3 contains 125495 members 
Mstep: Class 4 contains 18244 members 
Mstep: Class 5 contains 23589 members 
Mstep: Class 6 contains 51694 members 
Mstep: Class 7 contains 12098 members 
Mstep: Class 8 contains 63669 members 
Mstep: Class 9 contains 12305 members 
Mstep: Class 10 contains 2382 members 
Mstep: Class 11 contains 9068 members 
Mstep: Class 12 contains 9010 members 
Mstep: Class 13 contains 123840 members 
Mstep: Class 14 contains 57030 members 
Mstep: Class 15 contains 128445 members 
Mstep: Class 16 contains 42171 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 13784 members 
Mstep: Class 19 contains 10541 members 
Mstep: Class 20 contains 4638 members 
Mstep: Class 21 contains 1998 members 
Mstep: Class 22 contains 3183 members 
Mstep: Class 23 contains 3155 members 
Mstep: Class 24 contains 1848 members 
Mstep: Class 25 contains 2872 members 
Mstep: Class 26 contains 4527 members 
Mstep: Class 27 contains 4677 members 
Mstep: Class 28 contains 127931 members 
Mstep: Class 29 contains 15670 members 
Mstep: Class 30 contains 1896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84420328.000000 Penalty: 67143.117188
Iteration 72Q: 31 clusters Score -8.442033e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60238 members 
Mstep: Class 2 contains 20213 members 
Mstep: Class 3 contains 125442 members 
Mstep: Class 4 contains 18257 members 
Mstep: Class 5 contains 23588 members 
Mstep: Class 6 contains 51687 members 
Mstep: Class 7 contains 12064 members 
Mstep: Class 8 contains 63773 members 
Mstep: Class 9 contains 12304 members 
Mstep: Class 10 contains 2385 members 
Mstep: Class 11 contains 9065 members 
Mstep: Class 12 contains 9024 members 
Mstep: Class 13 contains 123778 members 
Mstep: Class 14 contains 57051 members 
Mstep: Class 15 contains 128429 members 
Mstep: Class 16 contains 42169 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 13788 members 
Mstep: Class 19 contains 10545 members 
Mstep: Class 20 contains 4643 members 
Mstep: Class 21 contains 1997 members 
Mstep: Class 22 contains 3186 members 
Mstep: Class 23 contains 3158 members 
Mstep: Class 24 contains 1846 members 
Mstep: Class 25 contains 2873 members 
Mstep: Class 26 contains 4528 members 
Mstep: Class 27 contains 4676 members 
Mstep: Class 28 contains 127912 members 
Mstep: Class 29 contains 15668 members 
Mstep: Class 30 contains 1924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84420256.000000 Penalty: 67143.117188
Iteration 73Q: 31 clusters Score -8.442026e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60236 members 
Mstep: Class 2 contains 20220 members 
Mstep: Class 3 contains 125391 members 
Mstep: Class 4 contains 18270 members 
Mstep: Class 5 contains 23589 members 
Mstep: Class 6 contains 51680 members 
Mstep: Class 7 contains 12025 members 
Mstep: Class 8 contains 63866 members 
Mstep: Class 9 contains 12301 members 
Mstep: Class 10 contains 2385 members 
Mstep: Class 11 contains 9067 members 
Mstep: Class 12 contains 9030 members 
Mstep: Class 13 contains 123737 members 
Mstep: Class 14 contains 57073 members 
Mstep: Class 15 contains 128409 members 
Mstep: Class 16 contains 42167 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 13791 members 
Mstep: Class 19 contains 10546 members 
Mstep: Class 20 contains 4652 members 
Mstep: Class 21 contains 1996 members 
Mstep: Class 22 contains 3190 members 
Mstep: Class 23 contains 3161 members 
Mstep: Class 24 contains 1849 members 
Mstep: Class 25 contains 2872 members 
Mstep: Class 26 contains 4529 members 
Mstep: Class 27 contains 4674 members 
Mstep: Class 28 contains 127896 members 
Mstep: Class 29 contains 15668 members 
Mstep: Class 30 contains 1940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84420256.000000 Penalty: 67143.117188
Iteration 74Q: 31 clusters Score -8.442026e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60236 members 
Mstep: Class 2 contains 20226 members 
Mstep: Class 3 contains 125342 members 
Mstep: Class 4 contains 18281 members 
Mstep: Class 5 contains 23587 members 
Mstep: Class 6 contains 51673 members 
Mstep: Class 7 contains 11993 members 
Mstep: Class 8 contains 63940 members 
Mstep: Class 9 contains 12298 members 
Mstep: Class 10 contains 2388 members 
Mstep: Class 11 contains 9066 members 
Mstep: Class 12 contains 9032 members 
Mstep: Class 13 contains 123702 members 
Mstep: Class 14 contains 57105 members 
Mstep: Class 15 contains 128398 members 
Mstep: Class 16 contains 42164 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 13796 members 
Mstep: Class 19 contains 10545 members 
Mstep: Class 20 contains 4659 members 
Mstep: Class 21 contains 1996 members 
Mstep: Class 22 contains 3199 members 
Mstep: Class 23 contains 3161 members 
Mstep: Class 24 contains 1847 members 
Mstep: Class 25 contains 2869 members 
Mstep: Class 26 contains 4529 members 
Mstep: Class 27 contains 4676 members 
Mstep: Class 28 contains 127882 members 
Mstep: Class 29 contains 15667 members 
Mstep: Class 30 contains 1954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84420288.000000 Penalty: 67143.117188
Iteration 75Q: 31 clusters Score -8.442029e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60231 members 
Mstep: Class 2 contains 20236 members 
Mstep: Class 3 contains 125293 members 
Mstep: Class 4 contains 18288 members 
Mstep: Class 5 contains 23580 members 
Mstep: Class 6 contains 51666 members 
Mstep: Class 7 contains 11960 members 
Mstep: Class 8 contains 64013 members 
Mstep: Class 9 contains 12296 members 
Mstep: Class 10 contains 2389 members 
Mstep: Class 11 contains 9065 members 
Mstep: Class 12 contains 9040 members 
Mstep: Class 13 contains 123677 members 
Mstep: Class 14 contains 57131 members 
Mstep: Class 15 contains 128384 members 
Mstep: Class 16 contains 42163 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 13800 members 
Mstep: Class 19 contains 10544 members 
Mstep: Class 20 contains 4671 members 
Mstep: Class 21 contains 1996 members 
Mstep: Class 22 contains 3203 members 
Mstep: Class 23 contains 3161 members 
Mstep: Class 24 contains 1848 members 
Mstep: Class 25 contains 2867 members 
Mstep: Class 26 contains 4530 members 
Mstep: Class 27 contains 4676 members 
Mstep: Class 28 contains 127873 members 
Mstep: Class 29 contains 15667 members 
Mstep: Class 30 contains 1965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84420248.000000 Penalty: 67143.117188
Iteration 76Q: 31 clusters Score -8.442025e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60228 members 
Mstep: Class 2 contains 20240 members 
Mstep: Class 3 contains 125251 members 
Mstep: Class 4 contains 18287 members 
Mstep: Class 5 contains 23573 members 
Mstep: Class 6 contains 51663 members 
Mstep: Class 7 contains 11937 members 
Mstep: Class 8 contains 64100 members 
Mstep: Class 9 contains 12295 members 
Mstep: Class 10 contains 2389 members 
Mstep: Class 11 contains 9065 members 
Mstep: Class 12 contains 9048 members 
Mstep: Class 13 contains 123640 members 
Mstep: Class 14 contains 57154 members 
Mstep: Class 15 contains 128367 members 
Mstep: Class 16 contains 42163 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 13803 members 
Mstep: Class 19 contains 10544 members 
Mstep: Class 20 contains 4676 members 
Mstep: Class 21 contains 1996 members 
Mstep: Class 22 contains 3210 members 
Mstep: Class 23 contains 3161 members 
Mstep: Class 24 contains 1853 members 
Mstep: Class 25 contains 2865 members 
Mstep: Class 26 contains 4531 members 
Mstep: Class 27 contains 4674 members 
Mstep: Class 28 contains 127861 members 
Mstep: Class 29 contains 15665 members 
Mstep: Class 30 contains 1975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84420384.000000 Penalty: 67143.117188
Iteration 77Q: 31 clusters Score -8.442038e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60228 members 
Mstep: Class 2 contains 20244 members 
Mstep: Class 3 contains 125210 members 
Mstep: Class 4 contains 18290 members 
Mstep: Class 5 contains 23570 members 
Mstep: Class 6 contains 51661 members 
Mstep: Class 7 contains 11915 members 
Mstep: Class 8 contains 64172 members 
Mstep: Class 9 contains 12293 members 
Mstep: Class 10 contains 2389 members 
Mstep: Class 11 contains 9064 members 
Mstep: Class 12 contains 9057 members 
Mstep: Class 13 contains 123598 members 
Mstep: Class 14 contains 57178 members 
Mstep: Class 15 contains 128354 members 
Mstep: Class 16 contains 42160 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 13807 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 4685 members 
Mstep: Class 21 contains 1996 members 
Mstep: Class 22 contains 3211 members 
Mstep: Class 23 contains 3161 members 
Mstep: Class 24 contains 1861 members 
Mstep: Class 25 contains 2865 members 
Mstep: Class 26 contains 4532 members 
Mstep: Class 27 contains 4673 members 
Mstep: Class 28 contains 127846 members 
Mstep: Class 29 contains 15664 members 
Mstep: Class 30 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84420368.000000 Penalty: 67143.117188
Iteration 78Q: 31 clusters Score -8.442037e+07 nChanged 273
Entering ConstructFrom: 
Score: -84420368.000000 Penalty: 67143.117188
Entering ConstructFrom: 
Trying to split cluster 1 (60229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60229 members 
Entering Unmasked Estep 
Score: -5528127.000000 Penalty: 1788.460205
	Iteration 0F: 2 clusters Score -5528127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -5487808.000000 Penalty: 3576.920410
	Iteration 0F: 3 clusters Score -5487808 nChanged 28525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -5503842.500000 Penalty: 3576.920410
	Iteration 1F: 3 clusters Score -5503842 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -5504262.500000 Penalty: 3576.920410
	Iteration 2Q: 3 clusters Score -5504262 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -5504661.000000 Penalty: 3576.920410
	Iteration 3Q: 3 clusters Score -5504661 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -5505115.500000 Penalty: 3576.920410
	Iteration 4Q: 3 clusters Score -5505116 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -5505770.500000 Penalty: 3576.920410
	Iteration 5Q: 3 clusters Score -5505770 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -5506805.500000 Penalty: 3576.920410
	Iteration 6Q: 3 clusters Score -5506806 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -5508638.000000 Penalty: 3576.920410
	Iteration 7F: 3 clusters Score -5508638 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
Score: -5511771.500000 Penalty: 3576.920410
	Iteration 8F: 3 clusters Score -5511772 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 49338 members 
Entering Unmasked Estep 
Score: -5516199.000000 Penalty: 3576.920410
	Iteration 9F: 3 clusters Score -5516199 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 54138 members 
Entering Unmasked Estep 
Score: -5520860.500000 Penalty: 3576.920410
	Iteration 10F: 3 clusters Score -5520860 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 57447 members 
Entering Unmasked Estep 
Score: -5524068.000000 Penalty: 3576.920410
	Iteration 11F: 3 clusters Score -5524068 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 59084 members 
Entering Unmasked Estep 
Score: -5525607.000000 Penalty: 3576.920410
	Iteration 12Q: 3 clusters Score -5525607 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 59697 members 
Entering Unmasked Estep 
Score: -5526169.500000 Penalty: 3576.920410
	Iteration 13Q: 3 clusters Score -5526170 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 59905 members 
Entering Unmasked Estep 
Score: -5526360.500000 Penalty: 3576.920410
	Iteration 14Q: 3 clusters Score -5526360 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 59979 members 
Entering Unmasked Estep 
Score: -5526467.000000 Penalty: 3576.920410
	Iteration 15Q: 3 clusters Score -5526467 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 60001 members 
Entering Unmasked Estep 
Score: -5526521.000000 Penalty: 3576.920410
	Iteration 16Q: 3 clusters Score -5526521 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 60015 members 
Entering Unmasked Estep 
Score: -5526564.000000 Penalty: 3576.920410
	Iteration 17Q: 3 clusters Score -5526564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 60028 members 
Entering Unmasked Estep 
Score: -5526584.500000 Penalty: 3576.920410
	Iteration 18Q: 3 clusters Score -5526584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 60034 members 
Entering Unmasked Estep 
Score: -5526608.500000 Penalty: 3576.920410
	Iteration 19Q: 3 clusters Score -5526608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 60040 members 
Entering Unmasked Estep 
Score: -5526616.500000 Penalty: 3576.920410
	Iteration 20F: 3 clusters Score -5526616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 60040 members 
Entering Unmasked Estep 
Score: -5526619.000000 Penalty: 3576.920410
	Iteration 21Q: 3 clusters Score -5526619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 60040 members 
Entering Unmasked Estep 
Score: -5526619.000000 Penalty: 3576.920410
	Iteration 22F: 3 clusters Score -5526619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Entering Unmasked Estep 
Score: -1673413.375000 Penalty: 1611.279297
	Iteration 0F: 2 clusters Score -1673413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1659490.375000 Penalty: 3222.558594
	Iteration 0F: 3 clusters Score -1659490 nChanged 9173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1664594.000000 Penalty: 3222.558594
	Iteration 1F: 3 clusters Score -1664594 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1665037.750000 Penalty: 3222.558594
	Iteration 2F: 3 clusters Score -1665038 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1665515.875000 Penalty: 3222.558594
	Iteration 3F: 3 clusters Score -1665516 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1666021.625000 Penalty: 3222.558594
	Iteration 4F: 3 clusters Score -1666022 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1666513.500000 Penalty: 3222.558594
	Iteration 5F: 3 clusters Score -1666514 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1666970.625000 Penalty: 3222.558594
	Iteration 6F: 3 clusters Score -1666971 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1667447.875000 Penalty: 3222.558594
	Iteration 7Q: 3 clusters Score -1667448 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1668004.875000 Penalty: 3222.558594
	Iteration 8Q: 3 clusters Score -1668005 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -1668625.375000 Penalty: 3222.558594
	Iteration 9Q: 3 clusters Score -1668625 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -1669217.000000 Penalty: 3222.558594
	Iteration 10Q: 3 clusters Score -1669217 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -1669716.125000 Penalty: 3222.558594
	Iteration 11Q: 3 clusters Score -1669716 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -1670167.375000 Penalty: 3222.558594
	Iteration 12Q: 3 clusters Score -1670167 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -1670555.375000 Penalty: 3222.558594
	Iteration 13Q: 3 clusters Score -1670555 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -1670881.375000 Penalty: 3222.558594
	Iteration 14Q: 3 clusters Score -1670881 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -1671186.625000 Penalty: 3222.558594
	Iteration 15Q: 3 clusters Score -1671187 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -1671444.250000 Penalty: 3222.558594
	Iteration 16Q: 3 clusters Score -1671444 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -1671667.375000 Penalty: 3222.558594
	Iteration 17Q: 3 clusters Score -1671667 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -1671828.750000 Penalty: 3222.558594
	Iteration 18Q: 3 clusters Score -1671829 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -1671968.875000 Penalty: 3222.558594
	Iteration 19Q: 3 clusters Score -1671969 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -1672094.500000 Penalty: 3222.558594
	Iteration 20F: 3 clusters Score -1672094 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -1672212.125000 Penalty: 3222.558594
	Iteration 21Q: 3 clusters Score -1672212 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -1672304.125000 Penalty: 3222.558594
	Iteration 22Q: 3 clusters Score -1672304 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -1672387.875000 Penalty: 3222.558594
	Iteration 23Q: 3 clusters Score -1672388 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -1672462.000000 Penalty: 3222.558594
	Iteration 24Q: 3 clusters Score -1672462 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -1672543.125000 Penalty: 3222.558594
	Iteration 25Q: 3 clusters Score -1672543 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -1672619.250000 Penalty: 3222.558594
	Iteration 26Q: 3 clusters Score -1672619 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -1672681.250000 Penalty: 3222.558594
	Iteration 27Q: 3 clusters Score -1672681 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -1672715.500000 Penalty: 3222.558594
	Iteration 28Q: 3 clusters Score -1672716 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -1672734.000000 Penalty: 3222.558594
	Iteration 29Q: 3 clusters Score -1672734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -1672746.125000 Penalty: 3222.558594
	Iteration 30Q: 3 clusters Score -1672746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -1672753.750000 Penalty: 3222.558594
	Iteration 31Q: 3 clusters Score -1672754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -1672755.000000 Penalty: 3222.558594
	Iteration 32Q: 3 clusters Score -1672755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -1672758.625000 Penalty: 3222.558594
	Iteration 33Q: 3 clusters Score -1672759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -1672759.250000 Penalty: 3222.558594
	Iteration 34Q: 3 clusters Score -1672759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -1672760.000000 Penalty: 3222.558594
	Iteration 35Q: 3 clusters Score -1672760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -1672760.000000 Penalty: 3222.558594
	Iteration 36F: 3 clusters Score -1672760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (125171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125171 members 
Entering Unmasked Estep 
Score: -11426000.000000 Penalty: 1907.333374
	Iteration 0F: 2 clusters Score -1.1426e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62886 members 
Mstep: Class 2 contains 62285 members 
Entering Unmasked Estep 
Score: -11342121.000000 Penalty: 3814.666748
	Iteration 0F: 3 clusters Score -1.134212e+07 nChanged 60253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65261 members 
Mstep: Class 2 contains 59910 members 
Entering Unmasked Estep 
Score: -11378795.000000 Penalty: 3814.666748
	Iteration 1F: 3 clusters Score -1.13788e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66888 members 
Mstep: Class 2 contains 58283 members 
Entering Unmasked Estep 
Score: -11381162.000000 Penalty: 3814.666748
	Iteration 2Q: 3 clusters Score -1.138116e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69227 members 
Mstep: Class 2 contains 55944 members 
Entering Unmasked Estep 
Score: -11384883.000000 Penalty: 3814.666748
	Iteration 3F: 3 clusters Score -1.138488e+07 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72806 members 
Mstep: Class 2 contains 52365 members 
Entering Unmasked Estep 
Score: -11390271.000000 Penalty: 3814.666748
	Iteration 4F: 3 clusters Score -1.139027e+07 nChanged 9151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77387 members 
Mstep: Class 2 contains 47784 members 
Entering Unmasked Estep 
Score: -11396776.000000 Penalty: 3814.666748
	Iteration 5F: 3 clusters Score -1.139678e+07 nChanged 8955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82354 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -11403234.000000 Penalty: 3814.666748
	Iteration 6F: 3 clusters Score -1.140323e+07 nChanged 7733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86835 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -11408579.000000 Penalty: 3814.666748
	Iteration 7F: 3 clusters Score -1.140858e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90294 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -11412302.000000 Penalty: 3814.666748
	Iteration 8Q: 3 clusters Score -1.14123e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92951 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
Score: -11414638.000000 Penalty: 3814.666748
	Iteration 9Q: 3 clusters Score -1.141464e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95110 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -11416030.000000 Penalty: 3814.666748
	Iteration 10Q: 3 clusters Score -1.141603e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97008 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -11416964.000000 Penalty: 3814.666748
	Iteration 11Q: 3 clusters Score -1.141696e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98795 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -11417682.000000 Penalty: 3814.666748
	Iteration 12Q: 3 clusters Score -1.141768e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100473 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -11418336.000000 Penalty: 3814.666748
	Iteration 13Q: 3 clusters Score -1.141834e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102082 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -11418859.000000 Penalty: 3814.666748
	Iteration 14Q: 3 clusters Score -1.141886e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103682 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -11419413.000000 Penalty: 3814.666748
	Iteration 15Q: 3 clusters Score -1.141941e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105267 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -11419939.000000 Penalty: 3814.666748
	Iteration 16Q: 3 clusters Score -1.141994e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106829 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -11420467.000000 Penalty: 3814.666748
	Iteration 17Q: 3 clusters Score -1.142047e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108345 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -11420957.000000 Penalty: 3814.666748
	Iteration 18Q: 3 clusters Score -1.142096e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109831 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -11421580.000000 Penalty: 3814.666748
	Iteration 19Q: 3 clusters Score -1.142158e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111252 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -11422108.000000 Penalty: 3814.666748
	Iteration 20F: 3 clusters Score -1.142211e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112621 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -11422820.000000 Penalty: 3814.666748
	Iteration 21Q: 3 clusters Score -1.142282e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113841 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -11423753.000000 Penalty: 3814.666748
	Iteration 22Q: 3 clusters Score -1.142375e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114883 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -11424616.000000 Penalty: 3814.666748
	Iteration 23Q: 3 clusters Score -1.142462e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115632 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -11425097.000000 Penalty: 3814.666748
	Iteration 24Q: 3 clusters Score -1.14251e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116170 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -11425343.000000 Penalty: 3814.666748
	Iteration 25Q: 3 clusters Score -1.142534e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116572 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -11425452.000000 Penalty: 3814.666748
	Iteration 26Q: 3 clusters Score -1.142545e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116906 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -11425553.000000 Penalty: 3814.666748
	Iteration 27Q: 3 clusters Score -1.142555e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117178 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -11425551.000000 Penalty: 3814.666748
	Iteration 28Q: 3 clusters Score -1.142555e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117404 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -11425571.000000 Penalty: 3814.666748
	Iteration 29Q: 3 clusters Score -1.142557e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117599 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -11425599.000000 Penalty: 3814.666748
	Iteration 30Q: 3 clusters Score -1.14256e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117782 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -11425658.000000 Penalty: 3814.666748
	Iteration 31Q: 3 clusters Score -1.142566e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117950 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -11425676.000000 Penalty: 3814.666748
	Iteration 32Q: 3 clusters Score -1.142568e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118115 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -11425669.000000 Penalty: 3814.666748
	Iteration 33Q: 3 clusters Score -1.142567e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118274 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -11425728.000000 Penalty: 3814.666748
	Iteration 34Q: 3 clusters Score -1.142573e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118418 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -11425749.000000 Penalty: 3814.666748
	Iteration 35Q: 3 clusters Score -1.142575e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118536 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -11425732.000000 Penalty: 3814.666748
	Iteration 36Q: 3 clusters Score -1.142573e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118632 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -11425767.000000 Penalty: 3814.666748
	Iteration 37Q: 3 clusters Score -1.142577e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118725 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -11425784.000000 Penalty: 3814.666748
	Iteration 38Q: 3 clusters Score -1.142578e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118819 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -11425792.000000 Penalty: 3814.666748
	Iteration 39Q: 3 clusters Score -1.142579e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118883 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -11425805.000000 Penalty: 3814.666748
	Iteration 40F: 3 clusters Score -1.14258e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118930 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -11425822.000000 Penalty: 3814.666748
	Iteration 41Q: 3 clusters Score -1.142582e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118973 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -11425816.000000 Penalty: 3814.666748
	Iteration 42Q: 3 clusters Score -1.142582e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119006 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -11425816.000000 Penalty: 3814.666748
	Iteration 43Q: 3 clusters Score -1.142582e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119035 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -11425803.000000 Penalty: 3814.666748
	Iteration 44Q: 3 clusters Score -1.14258e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119064 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -11425813.000000 Penalty: 3814.666748
	Iteration 45Q: 3 clusters Score -1.142581e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119086 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -11425819.000000 Penalty: 3814.666748
	Iteration 46Q: 3 clusters Score -1.142582e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119109 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -11425813.000000 Penalty: 3814.666748
	Iteration 47Q: 3 clusters Score -1.142581e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119129 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -11425813.000000 Penalty: 3814.666748
	Iteration 48Q: 3 clusters Score -1.142581e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119145 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -11425830.000000 Penalty: 3814.666748
	Iteration 49Q: 3 clusters Score -1.142583e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119164 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -11425829.000000 Penalty: 3814.666748
	Iteration 50Q: 3 clusters Score -1.142583e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119173 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -11425829.000000 Penalty: 3814.666748
	Iteration 51Q: 3 clusters Score -1.142583e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119181 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -11425825.000000 Penalty: 3814.666748
	Iteration 52Q: 3 clusters Score -1.142582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119187 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -11425821.000000 Penalty: 3814.666748
	Iteration 53Q: 3 clusters Score -1.142582e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119198 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -11425837.000000 Penalty: 3814.666748
	Iteration 54Q: 3 clusters Score -1.142584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119204 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -11425829.000000 Penalty: 3814.666748
	Iteration 55Q: 3 clusters Score -1.142583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119208 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -11425838.000000 Penalty: 3814.666748
	Iteration 56Q: 3 clusters Score -1.142584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119214 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -11425841.000000 Penalty: 3814.666748
	Iteration 57Q: 3 clusters Score -1.142584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119216 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -11425846.000000 Penalty: 3814.666748
	Iteration 58Q: 3 clusters Score -1.142585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119222 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -11425839.000000 Penalty: 3814.666748
	Iteration 59Q: 3 clusters Score -1.142584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119226 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -11425842.000000 Penalty: 3814.666748
	Iteration 60F: 3 clusters Score -1.142584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119234 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -11425851.000000 Penalty: 3814.666748
	Iteration 61Q: 3 clusters Score -1.142585e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119241 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -11425845.000000 Penalty: 3814.666748
	Iteration 62Q: 3 clusters Score -1.142584e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119252 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -11425845.000000 Penalty: 3814.666748
	Iteration 63Q: 3 clusters Score -1.142584e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119266 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -11425839.000000 Penalty: 3814.666748
	Iteration 64Q: 3 clusters Score -1.142584e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119283 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -11425839.000000 Penalty: 3814.666748
	Iteration 65Q: 3 clusters Score -1.142584e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119294 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -11425846.000000 Penalty: 3814.666748
	Iteration 66Q: 3 clusters Score -1.142585e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119302 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -11425843.000000 Penalty: 3814.666748
	Iteration 67Q: 3 clusters Score -1.142584e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119312 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -11425851.000000 Penalty: 3814.666748
	Iteration 68Q: 3 clusters Score -1.142585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119318 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -11425849.000000 Penalty: 3814.666748
	Iteration 69Q: 3 clusters Score -1.142585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119328 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -11425848.000000 Penalty: 3814.666748
	Iteration 70Q: 3 clusters Score -1.142585e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119340 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -11425855.000000 Penalty: 3814.666748
	Iteration 71Q: 3 clusters Score -1.142586e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119348 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -11425861.000000 Penalty: 3814.666748
	Iteration 72Q: 3 clusters Score -1.142586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119356 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -11425850.000000 Penalty: 3814.666748
	Iteration 73Q: 3 clusters Score -1.142585e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119368 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -11425862.000000 Penalty: 3814.666748
	Iteration 74Q: 3 clusters Score -1.142586e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119380 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -11425865.000000 Penalty: 3814.666748
	Iteration 75Q: 3 clusters Score -1.142586e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119393 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -11425859.000000 Penalty: 3814.666748
	Iteration 76Q: 3 clusters Score -1.142586e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119407 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -11425861.000000 Penalty: 3814.666748
	Iteration 77Q: 3 clusters Score -1.142586e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119419 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -11425872.000000 Penalty: 3814.666748
	Iteration 78Q: 3 clusters Score -1.142587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119427 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -11425868.000000 Penalty: 3814.666748
	Iteration 79Q: 3 clusters Score -1.142587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119431 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -11425862.000000 Penalty: 3814.666748
	Iteration 80F: 3 clusters Score -1.142586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119436 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -11425868.000000 Penalty: 3814.666748
	Iteration 81Q: 3 clusters Score -1.142587e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119443 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -11425875.000000 Penalty: 3814.666748
	Iteration 82Q: 3 clusters Score -1.142588e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119453 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -11425857.000000 Penalty: 3814.666748
	Iteration 83Q: 3 clusters Score -1.142586e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119468 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -11425862.000000 Penalty: 3814.666748
	Iteration 84Q: 3 clusters Score -1.142586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119476 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -11425862.000000 Penalty: 3814.666748
	Iteration 85Q: 3 clusters Score -1.142586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119481 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -11425860.000000 Penalty: 3814.666748
	Iteration 86Q: 3 clusters Score -1.142586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119485 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -11425852.000000 Penalty: 3814.666748
	Iteration 87Q: 3 clusters Score -1.142585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119491 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -11425851.000000 Penalty: 3814.666748
	Iteration 88Q: 3 clusters Score -1.142585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119496 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -11425845.000000 Penalty: 3814.666748
	Iteration 89Q: 3 clusters Score -1.142584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119497 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -11425847.000000 Penalty: 3814.666748
	Iteration 90Q: 3 clusters Score -1.142585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119498 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -11425848.000000 Penalty: 3814.666748
	Iteration 91Q: 3 clusters Score -1.142585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119501 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -11425848.000000 Penalty: 3814.666748
	Iteration 92Q: 3 clusters Score -1.142585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119509 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -11425855.000000 Penalty: 3814.666748
	Iteration 93Q: 3 clusters Score -1.142586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119516 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -11425851.000000 Penalty: 3814.666748
	Iteration 94Q: 3 clusters Score -1.142585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119524 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -11425836.000000 Penalty: 3814.666748
	Iteration 95Q: 3 clusters Score -1.142584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119530 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -11425835.000000 Penalty: 3814.666748
	Iteration 96Q: 3 clusters Score -1.142584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119534 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -11425844.000000 Penalty: 3814.666748
	Iteration 97Q: 3 clusters Score -1.142584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119538 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -11425844.000000 Penalty: 3814.666748
	Iteration 98Q: 3 clusters Score -1.142584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119541 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -11425848.000000 Penalty: 3814.666748
	Iteration 99Q: 3 clusters Score -1.142585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119543 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -11425850.000000 Penalty: 3814.666748
	Iteration 100F: 3 clusters Score -1.142585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119546 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -11425850.000000 Penalty: 3814.666748
	Iteration 101Q: 3 clusters Score -1.142585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119549 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -11425843.000000 Penalty: 3814.666748
	Iteration 102Q: 3 clusters Score -1.142584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119553 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -11425847.000000 Penalty: 3814.666748
	Iteration 103Q: 3 clusters Score -1.142585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119560 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -11425849.000000 Penalty: 3814.666748
	Iteration 104Q: 3 clusters Score -1.142585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119564 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -11425850.000000 Penalty: 3814.666748
	Iteration 105Q: 3 clusters Score -1.142585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119568 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -11425849.000000 Penalty: 3814.666748
	Iteration 106Q: 3 clusters Score -1.142585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119572 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -11425851.000000 Penalty: 3814.666748
	Iteration 107Q: 3 clusters Score -1.142585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119578 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -11425859.000000 Penalty: 3814.666748
	Iteration 108Q: 3 clusters Score -1.142586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119586 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -11425847.000000 Penalty: 3814.666748
	Iteration 109Q: 3 clusters Score -1.142585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119596 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -11425851.000000 Penalty: 3814.666748
	Iteration 110Q: 3 clusters Score -1.142585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119602 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -11425842.000000 Penalty: 3814.666748
	Iteration 111Q: 3 clusters Score -1.142584e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119607 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -11425841.000000 Penalty: 3814.666748
	Iteration 112Q: 3 clusters Score -1.142584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119612 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -11425841.000000 Penalty: 3814.666748
	Iteration 113Q: 3 clusters Score -1.142584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119613 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -11425841.000000 Penalty: 3814.666748
	Iteration 114Q: 3 clusters Score -1.142584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119618 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -11425838.000000 Penalty: 3814.666748
	Iteration 115Q: 3 clusters Score -1.142584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119624 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -11425845.000000 Penalty: 3814.666748
	Iteration 116Q: 3 clusters Score -1.142584e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119634 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -11425857.000000 Penalty: 3814.666748
	Iteration 117Q: 3 clusters Score -1.142586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119639 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -11425851.000000 Penalty: 3814.666748
	Iteration 118Q: 3 clusters Score -1.142585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119647 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -11425870.000000 Penalty: 3814.666748
	Iteration 119Q: 3 clusters Score -1.142587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119655 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -11425860.000000 Penalty: 3814.666748
	Iteration 120F: 3 clusters Score -1.142586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119659 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -11425856.000000 Penalty: 3814.666748
	Iteration 121Q: 3 clusters Score -1.142586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119665 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -11425848.000000 Penalty: 3814.666748
	Iteration 122Q: 3 clusters Score -1.142585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119666 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -11425860.000000 Penalty: 3814.666748
	Iteration 123Q: 3 clusters Score -1.142586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119667 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -11425850.000000 Penalty: 3814.666748
	Iteration 124Q: 3 clusters Score -1.142585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119669 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -11425851.000000 Penalty: 3814.666748
	Iteration 125Q: 3 clusters Score -1.142585e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119669 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -11425851.000000 Penalty: 3814.666748
	Iteration 126F: 3 clusters Score -1.142585e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Entering Unmasked Estep 
Score: -1483060.000000 Penalty: 1594.801636
	Iteration 0F: 2 clusters Score -1483060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1470564.375000 Penalty: 3189.603271
	Iteration 0F: 3 clusters Score -1470564 nChanged 8212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1475849.000000 Penalty: 3189.603271
	Iteration 1F: 3 clusters Score -1475849 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1477193.000000 Penalty: 3189.603271
	Iteration 2F: 3 clusters Score -1477193 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1478640.125000 Penalty: 3189.603271
	Iteration 3F: 3 clusters Score -1478640 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1479813.125000 Penalty: 3189.603271
	Iteration 4F: 3 clusters Score -1479813 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1480550.125000 Penalty: 3189.603271
	Iteration 5F: 3 clusters Score -1480550 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1481006.625000 Penalty: 3189.603271
	Iteration 6Q: 3 clusters Score -1481007 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1481241.625000 Penalty: 3189.603271
	Iteration 7Q: 3 clusters Score -1481242 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1481365.625000 Penalty: 3189.603271
	Iteration 8Q: 3 clusters Score -1481366 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1481445.125000 Penalty: 3189.603271
	Iteration 9Q: 3 clusters Score -1481445 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1481493.375000 Penalty: 3189.603271
	Iteration 10Q: 3 clusters Score -1481493 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1481514.500000 Penalty: 3189.603271
	Iteration 11Q: 3 clusters Score -1481514 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1481537.750000 Penalty: 3189.603271
	Iteration 12Q: 3 clusters Score -1481538 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1481548.375000 Penalty: 3189.603271
	Iteration 13Q: 3 clusters Score -1481548 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1481551.125000 Penalty: 3189.603271
	Iteration 14Q: 3 clusters Score -1481551 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1481557.500000 Penalty: 3189.603271
	Iteration 15Q: 3 clusters Score -1481558 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1481560.125000 Penalty: 3189.603271
	Iteration 16Q: 3 clusters Score -1481560 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1481559.250000 Penalty: 3189.603271
	Iteration 17Q: 3 clusters Score -1481559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1481560.250000 Penalty: 3189.603271
	Iteration 18Q: 3 clusters Score -1481560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1481560.750000 Penalty: 3189.603271
	Iteration 19Q: 3 clusters Score -1481561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1481558.500000 Penalty: 3189.603271
	Iteration 20F: 3 clusters Score -1481558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1481561.000000 Penalty: 3189.603271
	Iteration 21Q: 3 clusters Score -1481561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1481563.000000 Penalty: 3189.603271
	Iteration 22Q: 3 clusters Score -1481563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1481562.375000 Penalty: 3189.603271
	Iteration 23Q: 3 clusters Score -1481562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1481565.250000 Penalty: 3189.603271
	Iteration 24Q: 3 clusters Score -1481565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1481563.625000 Penalty: 3189.603271
	Iteration 25Q: 3 clusters Score -1481564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1481563.125000 Penalty: 3189.603271
	Iteration 26Q: 3 clusters Score -1481563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1481563.375000 Penalty: 3189.603271
	Iteration 27Q: 3 clusters Score -1481563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1481564.125000 Penalty: 3189.603271
	Iteration 28Q: 3 clusters Score -1481564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1481565.500000 Penalty: 3189.603271
	Iteration 29Q: 3 clusters Score -1481566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1481565.625000 Penalty: 3189.603271
	Iteration 30Q: 3 clusters Score -1481566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1481566.000000 Penalty: 3189.603271
	Iteration 31Q: 3 clusters Score -1481566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1481565.375000 Penalty: 3189.603271
	Iteration 32Q: 3 clusters Score -1481565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1481565.625000 Penalty: 3189.603271
	Iteration 33Q: 3 clusters Score -1481566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1481565.625000 Penalty: 3189.603271
	Iteration 34F: 3 clusters Score -1481566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Entering Unmasked Estep 
Score: -1940887.750000 Penalty: 1635.964722
	Iteration 0F: 2 clusters Score -1940888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1925009.875000 Penalty: 3271.929443
	Iteration 0F: 3 clusters Score -1925010 nChanged 10643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1931251.750000 Penalty: 3271.929443
	Iteration 1F: 3 clusters Score -1931252 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1931975.625000 Penalty: 3271.929443
	Iteration 2F: 3 clusters Score -1931976 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1932712.625000 Penalty: 3271.929443
	Iteration 3F: 3 clusters Score -1932713 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1933407.000000 Penalty: 3271.929443
	Iteration 4F: 3 clusters Score -1933407 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1934090.875000 Penalty: 3271.929443
	Iteration 5F: 3 clusters Score -1934091 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1934837.125000 Penalty: 3271.929443
	Iteration 6F: 3 clusters Score -1934837 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1935585.750000 Penalty: 3271.929443
	Iteration 7F: 3 clusters Score -1935586 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1936267.000000 Penalty: 3271.929443
	Iteration 8Q: 3 clusters Score -1936267 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1936888.750000 Penalty: 3271.929443
	Iteration 9Q: 3 clusters Score -1936889 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1937394.875000 Penalty: 3271.929443
	Iteration 10Q: 3 clusters Score -1937395 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1937768.250000 Penalty: 3271.929443
	Iteration 11Q: 3 clusters Score -1937768 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1938075.250000 Penalty: 3271.929443
	Iteration 12Q: 3 clusters Score -1938075 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1938358.375000 Penalty: 3271.929443
	Iteration 13Q: 3 clusters Score -1938358 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1938647.750000 Penalty: 3271.929443
	Iteration 14Q: 3 clusters Score -1938648 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1938912.750000 Penalty: 3271.929443
	Iteration 15Q: 3 clusters Score -1938913 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1939152.500000 Penalty: 3271.929443
	Iteration 16Q: 3 clusters Score -1939152 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1939377.250000 Penalty: 3271.929443
	Iteration 17Q: 3 clusters Score -1939377 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1939557.875000 Penalty: 3271.929443
	Iteration 18Q: 3 clusters Score -1939558 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1939729.625000 Penalty: 3271.929443
	Iteration 19Q: 3 clusters Score -1939730 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1939881.375000 Penalty: 3271.929443
	Iteration 20F: 3 clusters Score -1939881 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1939978.250000 Penalty: 3271.929443
	Iteration 21Q: 3 clusters Score -1939978 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1940062.125000 Penalty: 3271.929443
	Iteration 22Q: 3 clusters Score -1940062 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1940125.125000 Penalty: 3271.929443
	Iteration 23Q: 3 clusters Score -1940125 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1940152.750000 Penalty: 3271.929443
	Iteration 24Q: 3 clusters Score -1940153 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1940168.625000 Penalty: 3271.929443
	Iteration 25Q: 3 clusters Score -1940169 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1940185.250000 Penalty: 3271.929443
	Iteration 26Q: 3 clusters Score -1940185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1940194.875000 Penalty: 3271.929443
	Iteration 27Q: 3 clusters Score -1940195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1940200.750000 Penalty: 3271.929443
	Iteration 28Q: 3 clusters Score -1940201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1940209.375000 Penalty: 3271.929443
	Iteration 29Q: 3 clusters Score -1940209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1940214.500000 Penalty: 3271.929443
	Iteration 30Q: 3 clusters Score -1940214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1940215.375000 Penalty: 3271.929443
	Iteration 31Q: 3 clusters Score -1940215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1940227.375000 Penalty: 3271.929443
	Iteration 32Q: 3 clusters Score -1940227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1940225.625000 Penalty: 3271.929443
	Iteration 33Q: 3 clusters Score -1940226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1940224.625000 Penalty: 3271.929443
	Iteration 34Q: 3 clusters Score -1940225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1940227.500000 Penalty: 3271.929443
	Iteration 35Q: 3 clusters Score -1940228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1940229.250000 Penalty: 3271.929443
	Iteration 36Q: 3 clusters Score -1940229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1940227.875000 Penalty: 3271.929443
	Iteration 37Q: 3 clusters Score -1940228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1940230.250000 Penalty: 3271.929443
	Iteration 38Q: 3 clusters Score -1940230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1940230.375000 Penalty: 3271.929443
	Iteration 39Q: 3 clusters Score -1940230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1940233.750000 Penalty: 3271.929443
	Iteration 40F: 3 clusters Score -1940234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1940234.500000 Penalty: 3271.929443
	Iteration 41Q: 3 clusters Score -1940234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1940238.000000 Penalty: 3271.929443
	Iteration 42Q: 3 clusters Score -1940238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1940238.125000 Penalty: 3271.929443
	Iteration 43Q: 3 clusters Score -1940238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1940237.875000 Penalty: 3271.929443
	Iteration 44Q: 3 clusters Score -1940238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1940238.500000 Penalty: 3271.929443
	Iteration 45Q: 3 clusters Score -1940238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1940240.875000 Penalty: 3271.929443
	Iteration 46Q: 3 clusters Score -1940241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1940239.125000 Penalty: 3271.929443
	Iteration 47Q: 3 clusters Score -1940239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1940241.625000 Penalty: 3271.929443
	Iteration 48Q: 3 clusters Score -1940242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1940240.750000 Penalty: 3271.929443
	Iteration 49Q: 3 clusters Score -1940241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1940242.375000 Penalty: 3271.929443
	Iteration 50Q: 3 clusters Score -1940242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1940244.000000 Penalty: 3271.929443
	Iteration 51Q: 3 clusters Score -1940244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1940244.375000 Penalty: 3271.929443
	Iteration 52Q: 3 clusters Score -1940244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1940246.625000 Penalty: 3271.929443
	Iteration 53Q: 3 clusters Score -1940247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1940246.500000 Penalty: 3271.929443
	Iteration 54Q: 3 clusters Score -1940246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1940246.500000 Penalty: 3271.929443
	Iteration 55F: 3 clusters Score -1940246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (51660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51660 members 
Entering Unmasked Estep 
Score: -4629768.000000 Penalty: 1763.521362
	Iteration 0F: 2 clusters Score -4629768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -4595074.000000 Penalty: 3527.042725
	Iteration 0F: 3 clusters Score -4595074 nChanged 24278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -4608887.500000 Penalty: 3527.042725
	Iteration 1F: 3 clusters Score -4608888 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -4609343.000000 Penalty: 3527.042725
	Iteration 2Q: 3 clusters Score -4609343 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -4609928.000000 Penalty: 3527.042725
	Iteration 3Q: 3 clusters Score -4609928 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -4610596.000000 Penalty: 3527.042725
	Iteration 4Q: 3 clusters Score -4610596 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -4611416.000000 Penalty: 3527.042725
	Iteration 5Q: 3 clusters Score -4611416 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -4612532.000000 Penalty: 3527.042725
	Iteration 6Q: 3 clusters Score -4612532 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -4613990.000000 Penalty: 3527.042725
	Iteration 7F: 3 clusters Score -4613990 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -4616038.000000 Penalty: 3527.042725
	Iteration 8F: 3 clusters Score -4616038 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -4618638.500000 Penalty: 3527.042725
	Iteration 9F: 3 clusters Score -4618638 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 38301 members 
Entering Unmasked Estep 
Score: -4621393.000000 Penalty: 3527.042725
	Iteration 10F: 3 clusters Score -4621393 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -4623532.000000 Penalty: 3527.042725
	Iteration 11Q: 3 clusters Score -4623532 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -4624887.000000 Penalty: 3527.042725
	Iteration 12Q: 3 clusters Score -4624887 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -4625772.500000 Penalty: 3527.042725
	Iteration 13Q: 3 clusters Score -4625772 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -4626401.500000 Penalty: 3527.042725
	Iteration 14Q: 3 clusters Score -4626402 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 45011 members 
Entering Unmasked Estep 
Score: -4626979.000000 Penalty: 3527.042725
	Iteration 15Q: 3 clusters Score -4626979 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -4627496.000000 Penalty: 3527.042725
	Iteration 16Q: 3 clusters Score -4627496 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 46558 members 
Entering Unmasked Estep 
Score: -4627941.500000 Penalty: 3527.042725
	Iteration 17Q: 3 clusters Score -4627942 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 47161 members 
Entering Unmasked Estep 
Score: -4628303.000000 Penalty: 3527.042725
	Iteration 18Q: 3 clusters Score -4628303 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
Score: -4628576.000000 Penalty: 3527.042725
	Iteration 19Q: 3 clusters Score -4628576 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 47988 members 
Entering Unmasked Estep 
Score: -4628816.000000 Penalty: 3527.042725
	Iteration 20F: 3 clusters Score -4628816 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 48281 members 
Entering Unmasked Estep 
Score: -4628961.500000 Penalty: 3527.042725
	Iteration 21Q: 3 clusters Score -4628962 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 48513 members 
Entering Unmasked Estep 
Score: -4629100.500000 Penalty: 3527.042725
	Iteration 22Q: 3 clusters Score -4629100 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -4629208.500000 Penalty: 3527.042725
	Iteration 23Q: 3 clusters Score -4629208 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 48826 members 
Entering Unmasked Estep 
Score: -4629302.000000 Penalty: 3527.042725
	Iteration 24Q: 3 clusters Score -4629302 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 48941 members 
Entering Unmasked Estep 
Score: -4629368.500000 Penalty: 3527.042725
	Iteration 25Q: 3 clusters Score -4629368 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 49023 members 
Entering Unmasked Estep 
Score: -4629391.500000 Penalty: 3527.042725
	Iteration 26Q: 3 clusters Score -4629392 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 49091 members 
Entering Unmasked Estep 
Score: -4629405.000000 Penalty: 3527.042725
	Iteration 27Q: 3 clusters Score -4629405 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 49128 members 
Entering Unmasked Estep 
Score: -4629417.500000 Penalty: 3527.042725
	Iteration 28Q: 3 clusters Score -4629418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 49154 members 
Entering Unmasked Estep 
Score: -4629409.500000 Penalty: 3527.042725
	Iteration 29Q: 3 clusters Score -4629410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 49173 members 
Entering Unmasked Estep 
Score: -4629411.000000 Penalty: 3527.042725
	Iteration 30Q: 3 clusters Score -4629411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 49183 members 
Entering Unmasked Estep 
Score: -4629415.000000 Penalty: 3527.042725
	Iteration 31Q: 3 clusters Score -4629415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 49188 members 
Entering Unmasked Estep 
Score: -4629416.500000 Penalty: 3527.042725
	Iteration 32Q: 3 clusters Score -4629416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 49190 members 
Entering Unmasked Estep 
Score: -4629419.500000 Penalty: 3527.042725
	Iteration 33Q: 3 clusters Score -4629420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 49190 members 
Entering Unmasked Estep 
Score: -4629425.500000 Penalty: 3527.042725
	Iteration 34Q: 3 clusters Score -4629426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 49189 members 
Entering Unmasked Estep 
Score: -4629422.000000 Penalty: 3527.042725
	Iteration 35Q: 3 clusters Score -4629422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 49191 members 
Entering Unmasked Estep 
Score: -4629418.000000 Penalty: 3527.042725
	Iteration 36Q: 3 clusters Score -4629418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 49193 members 
Entering Unmasked Estep 
Score: -4629420.500000 Penalty: 3527.042725
	Iteration 37Q: 3 clusters Score -4629420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 49194 members 
Entering Unmasked Estep 
Score: -4629416.500000 Penalty: 3527.042725
	Iteration 38Q: 3 clusters Score -4629416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 49195 members 
Entering Unmasked Estep 
Score: -4629414.500000 Penalty: 3527.042725
	Iteration 39Q: 3 clusters Score -4629414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 49196 members 
Entering Unmasked Estep 
Score: -4629418.000000 Penalty: 3527.042725
	Iteration 40F: 3 clusters Score -4629418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 49198 members 
Entering Unmasked Estep 
Score: -4629416.000000 Penalty: 3527.042725
	Iteration 41Q: 3 clusters Score -4629416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 49198 members 
Entering Unmasked Estep 
Score: -4629416.000000 Penalty: 3527.042725
	Iteration 42F: 3 clusters Score -4629416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Entering Unmasked Estep 
Score: -1045238.562500 Penalty: 1524.756470
	Iteration 0F: 2 clusters Score -1045239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1036895.625000 Penalty: 3049.512939
	Iteration 0F: 3 clusters Score -1036896 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1039969.000000 Penalty: 3049.512939
	Iteration 1F: 3 clusters Score -1039969 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1040611.250000 Penalty: 3049.512939
	Iteration 2F: 3 clusters Score -1040611 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1041329.312500 Penalty: 3049.512939
	Iteration 3F: 3 clusters Score -1041329 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1041980.000000 Penalty: 3049.512939
	Iteration 4F: 3 clusters Score -1041980 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1042553.937500 Penalty: 3049.512939
	Iteration 5F: 3 clusters Score -1042554 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1042958.875000 Penalty: 3049.512939
	Iteration 6F: 3 clusters Score -1042959 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1043258.375000 Penalty: 3049.512939
	Iteration 7Q: 3 clusters Score -1043258 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1043498.812500 Penalty: 3049.512939
	Iteration 8Q: 3 clusters Score -1043499 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1043700.000000 Penalty: 3049.512939
	Iteration 9Q: 3 clusters Score -1043700 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1043887.375000 Penalty: 3049.512939
	Iteration 10Q: 3 clusters Score -1043887 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1044115.312500 Penalty: 3049.512939
	Iteration 11Q: 3 clusters Score -1044115 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1044353.687500 Penalty: 3049.512939
	Iteration 12Q: 3 clusters Score -1044354 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1044591.750000 Penalty: 3049.512939
	Iteration 13Q: 3 clusters Score -1044592 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1044885.562500 Penalty: 3049.512939
	Iteration 14Q: 3 clusters Score -1044886 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1045136.812500 Penalty: 3049.512939
	Iteration 15Q: 3 clusters Score -1045137 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1045265.312500 Penalty: 3049.512939
	Iteration 16Q: 3 clusters Score -1045265 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1045360.562500 Penalty: 3049.512939
	Iteration 17Q: 3 clusters Score -1045361 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1045431.562500 Penalty: 3049.512939
	Iteration 18Q: 3 clusters Score -1045432 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1045486.062500 Penalty: 3049.512939
	Iteration 19Q: 3 clusters Score -1045486 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1045535.187500 Penalty: 3049.512939
	Iteration 20F: 3 clusters Score -1045535 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1045571.437500 Penalty: 3049.512939
	Iteration 21Q: 3 clusters Score -1045571 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1045603.750000 Penalty: 3049.512939
	Iteration 22Q: 3 clusters Score -1045604 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1045624.250000 Penalty: 3049.512939
	Iteration 23Q: 3 clusters Score -1045624 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1045644.500000 Penalty: 3049.512939
	Iteration 24Q: 3 clusters Score -1045644 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1045658.500000 Penalty: 3049.512939
	Iteration 25Q: 3 clusters Score -1045658 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1045675.062500 Penalty: 3049.512939
	Iteration 26Q: 3 clusters Score -1045675 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1045694.437500 Penalty: 3049.512939
	Iteration 27Q: 3 clusters Score -1045694 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1045708.625000 Penalty: 3049.512939
	Iteration 28Q: 3 clusters Score -1045709 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1045722.250000 Penalty: 3049.512939
	Iteration 29Q: 3 clusters Score -1045722 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1045733.562500 Penalty: 3049.512939
	Iteration 30Q: 3 clusters Score -1045734 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1045740.000000 Penalty: 3049.512939
	Iteration 31Q: 3 clusters Score -1045740 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1045747.250000 Penalty: 3049.512939
	Iteration 32Q: 3 clusters Score -1045747 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1045755.312500 Penalty: 3049.512939
	Iteration 33Q: 3 clusters Score -1045755 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1045762.812500 Penalty: 3049.512939
	Iteration 34Q: 3 clusters Score -1045763 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1045762.937500 Penalty: 3049.512939
	Iteration 35Q: 3 clusters Score -1045763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1045765.375000 Penalty: 3049.512939
	Iteration 36Q: 3 clusters Score -1045765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1045765.750000 Penalty: 3049.512939
	Iteration 37Q: 3 clusters Score -1045766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1045766.812500 Penalty: 3049.512939
	Iteration 38Q: 3 clusters Score -1045767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1045773.250000 Penalty: 3049.512939
	Iteration 39Q: 3 clusters Score -1045773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1045774.312500 Penalty: 3049.512939
	Iteration 40F: 3 clusters Score -1045774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1045773.375000 Penalty: 3049.512939
	Iteration 41Q: 3 clusters Score -1045773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1045773.500000 Penalty: 3049.512939
	Iteration 42Q: 3 clusters Score -1045774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1045775.125000 Penalty: 3049.512939
	Iteration 43Q: 3 clusters Score -1045775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1045772.062500 Penalty: 3049.512939
	Iteration 44Q: 3 clusters Score -1045772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1045773.750000 Penalty: 3049.512939
	Iteration 45Q: 3 clusters Score -1045774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1045774.625000 Penalty: 3049.512939
	Iteration 46Q: 3 clusters Score -1045775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1045774.875000 Penalty: 3049.512939
	Iteration 47Q: 3 clusters Score -1045775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1045774.875000 Penalty: 3049.512939
	Iteration 48F: 3 clusters Score -1045775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60229 members 
Mstep: Class 2 contains 20243 members 
Mstep: Class 3 contains 125171 members 
Mstep: Class 4 contains 18291 members 
Mstep: Class 5 contains 23564 members 
Mstep: Class 6 contains 51660 members 
Mstep: Class 7 contains 8877 members 
Mstep: Class 8 contains 64245 members 
Mstep: Class 9 contains 12294 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 9062 members 
Mstep: Class 12 contains 9063 members 
Mstep: Class 13 contains 123568 members 
Mstep: Class 14 contains 57197 members 
Mstep: Class 15 contains 128342 members 
Mstep: Class 16 contains 42158 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 13812 members 
Mstep: Class 19 contains 10551 members 
Mstep: Class 20 contains 4700 members 
Mstep: Class 21 contains 1995 members 
Mstep: Class 22 contains 3214 members 
Mstep: Class 23 contains 3161 members 
Mstep: Class 24 contains 1865 members 
Mstep: Class 25 contains 2866 members 
Mstep: Class 26 contains 4533 members 
Mstep: Class 27 contains 4670 members 
Mstep: Class 28 contains 127830 members 
Mstep: Class 29 contains 15666 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 3009 members 
Entering Unmasked Estep 
Score: -84420416.000000 Penalty: 69381.218750
Splitting cluster 7 changes total score from -84420368.000000 to -84420416.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 8 (64245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64245 members 
Entering Unmasked Estep 
Score: -5945724.000000 Penalty: 1798.949707
	Iteration 0F: 2 clusters Score -5945724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -5902851.500000 Penalty: 3597.899414
	Iteration 0F: 3 clusters Score -5902852 nChanged 30366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -5920282.500000 Penalty: 3597.899414
	Iteration 1F: 3 clusters Score -5920282 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -5921054.500000 Penalty: 3597.899414
	Iteration 2Q: 3 clusters Score -5921054 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -5922123.000000 Penalty: 3597.899414
	Iteration 3Q: 3 clusters Score -5922123 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -5923691.500000 Penalty: 3597.899414
	Iteration 4F: 3 clusters Score -5923692 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -5926459.000000 Penalty: 3597.899414
	Iteration 5F: 3 clusters Score -5926459 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 50167 members 
Entering Unmasked Estep 
Score: -5930598.500000 Penalty: 3597.899414
	Iteration 6F: 3 clusters Score -5930598 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 55478 members 
Entering Unmasked Estep 
Score: -5935654.500000 Penalty: 3597.899414
	Iteration 7F: 3 clusters Score -5935654 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 59894 members 
Entering Unmasked Estep 
Score: -5940151.000000 Penalty: 3597.899414
	Iteration 8F: 3 clusters Score -5940151 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 62440 members 
Entering Unmasked Estep 
Score: -5942641.000000 Penalty: 3597.899414
	Iteration 9Q: 3 clusters Score -5942641 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 63497 members 
Entering Unmasked Estep 
Score: -5943661.000000 Penalty: 3597.899414
	Iteration 10Q: 3 clusters Score -5943661 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 63832 members 
Entering Unmasked Estep 
Score: -5943957.000000 Penalty: 3597.899414
	Iteration 11Q: 3 clusters Score -5943957 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 63933 members 
Entering Unmasked Estep 
Score: -5944055.500000 Penalty: 3597.899414
	Iteration 12Q: 3 clusters Score -5944056 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 63975 members 
Entering Unmasked Estep 
Score: -5944117.000000 Penalty: 3597.899414
	Iteration 13Q: 3 clusters Score -5944117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 63992 members 
Entering Unmasked Estep 
Score: -5944135.000000 Penalty: 3597.899414
	Iteration 14Q: 3 clusters Score -5944135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 63999 members 
Entering Unmasked Estep 
Score: -5944154.000000 Penalty: 3597.899414
	Iteration 15Q: 3 clusters Score -5944154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 64008 members 
Entering Unmasked Estep 
Score: -5944166.000000 Penalty: 3597.899414
	Iteration 16Q: 3 clusters Score -5944166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 64018 members 
Entering Unmasked Estep 
Score: -5944185.000000 Penalty: 3597.899414
	Iteration 17Q: 3 clusters Score -5944185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 64021 members 
Entering Unmasked Estep 
Score: -5944200.500000 Penalty: 3597.899414
	Iteration 18Q: 3 clusters Score -5944200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 64024 members 
Entering Unmasked Estep 
Score: -5944212.000000 Penalty: 3597.899414
	Iteration 19Q: 3 clusters Score -5944212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 64029 members 
Entering Unmasked Estep 
Score: -5944212.000000 Penalty: 3597.899414
	Iteration 20F: 3 clusters Score -5944212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 64032 members 
Entering Unmasked Estep 
Score: -5944220.500000 Penalty: 3597.899414
	Iteration 21Q: 3 clusters Score -5944220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 64034 members 
Entering Unmasked Estep 
Score: -5944223.500000 Penalty: 3597.899414
	Iteration 22Q: 3 clusters Score -5944224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 64038 members 
Entering Unmasked Estep 
Score: -5944227.500000 Penalty: 3597.899414
	Iteration 23Q: 3 clusters Score -5944228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 64039 members 
Entering Unmasked Estep 
Score: -5944224.500000 Penalty: 3597.899414
	Iteration 24Q: 3 clusters Score -5944224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 64040 members 
Entering Unmasked Estep 
Score: -5944228.000000 Penalty: 3597.899414
	Iteration 25Q: 3 clusters Score -5944228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 64041 members 
Entering Unmasked Estep 
Score: -5944228.500000 Penalty: 3597.899414
	Iteration 26Q: 3 clusters Score -5944228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 64039 members 
Entering Unmasked Estep 
Score: -5944234.500000 Penalty: 3597.899414
	Iteration 27Q: 3 clusters Score -5944234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 64038 members 
Entering Unmasked Estep 
Score: -5944232.000000 Penalty: 3597.899414
	Iteration 28Q: 3 clusters Score -5944232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 64038 members 
Entering Unmasked Estep 
Score: -5944232.000000 Penalty: 3597.899414
	Iteration 29F: 3 clusters Score -5944232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Entering Unmasked Estep 
Score: -1093277.500000 Penalty: 1530.240723
	Iteration 0F: 2 clusters Score -1093278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1084681.750000 Penalty: 3060.481445
	Iteration 0F: 3 clusters Score -1084682 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1087882.875000 Penalty: 3060.481445
	Iteration 1F: 3 clusters Score -1087883 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1088487.250000 Penalty: 3060.481445
	Iteration 2F: 3 clusters Score -1088487 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1089098.500000 Penalty: 3060.481445
	Iteration 3F: 3 clusters Score -1089098 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1089689.750000 Penalty: 3060.481445
	Iteration 4F: 3 clusters Score -1089690 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1090210.250000 Penalty: 3060.481445
	Iteration 5F: 3 clusters Score -1090210 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1090649.750000 Penalty: 3060.481445
	Iteration 6F: 3 clusters Score -1090650 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1091019.375000 Penalty: 3060.481445
	Iteration 7Q: 3 clusters Score -1091019 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1091313.375000 Penalty: 3060.481445
	Iteration 8Q: 3 clusters Score -1091313 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1091542.000000 Penalty: 3060.481445
	Iteration 9Q: 3 clusters Score -1091542 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1091729.125000 Penalty: 3060.481445
	Iteration 10Q: 3 clusters Score -1091729 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1091874.750000 Penalty: 3060.481445
	Iteration 11Q: 3 clusters Score -1091875 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1092005.750000 Penalty: 3060.481445
	Iteration 12Q: 3 clusters Score -1092006 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1092092.875000 Penalty: 3060.481445
	Iteration 13Q: 3 clusters Score -1092093 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1092174.375000 Penalty: 3060.481445
	Iteration 14Q: 3 clusters Score -1092174 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1092271.000000 Penalty: 3060.481445
	Iteration 15Q: 3 clusters Score -1092271 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1092378.375000 Penalty: 3060.481445
	Iteration 16Q: 3 clusters Score -1092378 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1092562.750000 Penalty: 3060.481445
	Iteration 17Q: 3 clusters Score -1092563 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1092842.625000 Penalty: 3060.481445
	Iteration 18Q: 3 clusters Score -1092843 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1093008.500000 Penalty: 3060.481445
	Iteration 19Q: 3 clusters Score -1093008 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1093060.375000 Penalty: 3060.481445
	Iteration 20F: 3 clusters Score -1093060 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1093082.750000 Penalty: 3060.481445
	Iteration 21Q: 3 clusters Score -1093083 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1093102.625000 Penalty: 3060.481445
	Iteration 22Q: 3 clusters Score -1093103 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1093114.875000 Penalty: 3060.481445
	Iteration 23Q: 3 clusters Score -1093115 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1093117.625000 Penalty: 3060.481445
	Iteration 24Q: 3 clusters Score -1093118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1093122.500000 Penalty: 3060.481445
	Iteration 25Q: 3 clusters Score -1093122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1093125.750000 Penalty: 3060.481445
	Iteration 26Q: 3 clusters Score -1093126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1093128.500000 Penalty: 3060.481445
	Iteration 27Q: 3 clusters Score -1093128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1093130.875000 Penalty: 3060.481445
	Iteration 28Q: 3 clusters Score -1093131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1093133.125000 Penalty: 3060.481445
	Iteration 29Q: 3 clusters Score -1093133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1093133.000000 Penalty: 3060.481445
	Iteration 30Q: 3 clusters Score -1093133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1093133.250000 Penalty: 3060.481445
	Iteration 31Q: 3 clusters Score -1093133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1093132.750000 Penalty: 3060.481445
	Iteration 32Q: 3 clusters Score -1093133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1093132.125000 Penalty: 3060.481445
	Iteration 33Q: 3 clusters Score -1093132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1093133.250000 Penalty: 3060.481445
	Iteration 34Q: 3 clusters Score -1093133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1093131.000000 Penalty: 3060.481445
	Iteration 35Q: 3 clusters Score -1093131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1093134.000000 Penalty: 3060.481445
	Iteration 36Q: 3 clusters Score -1093134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1093136.125000 Penalty: 3060.481445
	Iteration 37Q: 3 clusters Score -1093136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1093139.875000 Penalty: 3060.481445
	Iteration 38Q: 3 clusters Score -1093140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1093143.125000 Penalty: 3060.481445
	Iteration 39Q: 3 clusters Score -1093143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1093147.250000 Penalty: 3060.481445
	Iteration 40F: 3 clusters Score -1093147 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1093152.375000 Penalty: 3060.481445
	Iteration 41Q: 3 clusters Score -1093152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1093155.250000 Penalty: 3060.481445
	Iteration 42Q: 3 clusters Score -1093155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1093158.625000 Penalty: 3060.481445
	Iteration 43Q: 3 clusters Score -1093159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1093162.125000 Penalty: 3060.481445
	Iteration 44Q: 3 clusters Score -1093162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1093160.875000 Penalty: 3060.481445
	Iteration 45Q: 3 clusters Score -1093161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1093163.000000 Penalty: 3060.481445
	Iteration 46Q: 3 clusters Score -1093163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1093169.000000 Penalty: 3060.481445
	Iteration 47Q: 3 clusters Score -1093169 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1093175.375000 Penalty: 3060.481445
	Iteration 48Q: 3 clusters Score -1093175 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1093176.250000 Penalty: 3060.481445
	Iteration 49Q: 3 clusters Score -1093176 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1093185.875000 Penalty: 3060.481445
	Iteration 50Q: 3 clusters Score -1093186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1093195.875000 Penalty: 3060.481445
	Iteration 51Q: 3 clusters Score -1093196 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1093201.500000 Penalty: 3060.481445
	Iteration 52Q: 3 clusters Score -1093202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1093203.000000 Penalty: 3060.481445
	Iteration 53Q: 3 clusters Score -1093203 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1093205.250000 Penalty: 3060.481445
	Iteration 54Q: 3 clusters Score -1093205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1093210.875000 Penalty: 3060.481445
	Iteration 55Q: 3 clusters Score -1093211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1093212.625000 Penalty: 3060.481445
	Iteration 56Q: 3 clusters Score -1093213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1093211.500000 Penalty: 3060.481445
	Iteration 57Q: 3 clusters Score -1093212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1093213.625000 Penalty: 3060.481445
	Iteration 58Q: 3 clusters Score -1093214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1093211.750000 Penalty: 3060.481445
	Iteration 59Q: 3 clusters Score -1093212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1093210.750000 Penalty: 3060.481445
	Iteration 60F: 3 clusters Score -1093211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1093212.000000 Penalty: 3060.481445
	Iteration 61Q: 3 clusters Score -1093212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1093212.250000 Penalty: 3060.481445
	Iteration 62Q: 3 clusters Score -1093212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1093211.500000 Penalty: 3060.481445
	Iteration 63Q: 3 clusters Score -1093212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1093210.500000 Penalty: 3060.481445
	Iteration 64Q: 3 clusters Score -1093210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1093212.500000 Penalty: 3060.481445
	Iteration 65Q: 3 clusters Score -1093212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1093213.125000 Penalty: 3060.481445
	Iteration 66Q: 3 clusters Score -1093213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1093212.625000 Penalty: 3060.481445
	Iteration 67Q: 3 clusters Score -1093213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1093212.000000 Penalty: 3060.481445
	Iteration 68Q: 3 clusters Score -1093212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1093212.750000 Penalty: 3060.481445
	Iteration 69Q: 3 clusters Score -1093213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1093212.750000 Penalty: 3060.481445
	Iteration 70F: 3 clusters Score -1093213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Entering Unmasked Estep 
Score: -199437.625000 Penalty: 1264.095337
	Iteration 0F: 2 clusters Score -199437.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -197147.390625 Penalty: 2528.190674
	Iteration 0F: 3 clusters Score -197147.4 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -198013.906250 Penalty: 2528.190674
	Iteration 1F: 3 clusters Score -198013.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -198597.437500 Penalty: 2528.190674
	Iteration 2F: 3 clusters Score -198597.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -198936.203125 Penalty: 2528.190674
	Iteration 3F: 3 clusters Score -198936.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -199214.875000 Penalty: 2528.190674
	Iteration 4F: 3 clusters Score -199214.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -199494.359375 Penalty: 2528.190674
	Iteration 5F: 3 clusters Score -199494.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -199880.531250 Penalty: 2528.190674
	Iteration 6F: 3 clusters Score -199880.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -200323.437500 Penalty: 2528.190674
	Iteration 7F: 3 clusters Score -200323.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -200688.953125 Penalty: 2528.190674
	Iteration 8Q: 3 clusters Score -200689 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -200974.890625 Penalty: 2528.190674
	Iteration 9Q: 3 clusters Score -200974.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -201115.406250 Penalty: 2528.190674
	Iteration 10Q: 3 clusters Score -201115.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -201143.953125 Penalty: 2528.190674
	Iteration 11Q: 3 clusters Score -201144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -201146.203125 Penalty: 2528.190674
	Iteration 12Q: 3 clusters Score -201146.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -201146.484375 Penalty: 2528.190674
	Iteration 13Q: 3 clusters Score -201146.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -201146.484375 Penalty: 2528.190674
	Iteration 14F: 3 clusters Score -201146.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60229 members 
Mstep: Class 2 contains 20243 members 
Mstep: Class 3 contains 125171 members 
Mstep: Class 4 contains 18291 members 
Mstep: Class 5 contains 23564 members 
Mstep: Class 6 contains 51660 members 
Mstep: Class 7 contains 8877 members 
Mstep: Class 8 contains 64245 members 
Mstep: Class 9 contains 12294 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 11 contains 9062 members 
Mstep: Class 12 contains 9063 members 
Mstep: Class 13 contains 123568 members 
Mstep: Class 14 contains 57197 members 
Mstep: Class 15 contains 128342 members 
Mstep: Class 16 contains 42158 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 13812 members 
Mstep: Class 19 contains 10551 members 
Mstep: Class 20 contains 4700 members 
Mstep: Class 21 contains 1995 members 
Mstep: Class 22 contains 3214 members 
Mstep: Class 23 contains 3161 members 
Mstep: Class 24 contains 1865 members 
Mstep: Class 25 contains 2866 members 
Mstep: Class 26 contains 4533 members 
Mstep: Class 27 contains 4670 members 
Mstep: Class 28 contains 127830 members 
Mstep: Class 29 contains 15666 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 3009 members 
Mstep: Class 32 contains 1452 members 
Entering Unmasked Estep 
Score: -84421192.000000 Penalty: 71619.320312
Splitting cluster 10 changes total score from -84420368.000000 to -84421192.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 11 (9062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Entering Unmasked Estep 
Score: -833374.500000 Penalty: 1480.674805
	Iteration 0F: 2 clusters Score -833374.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -826791.875000 Penalty: 2961.349609
	Iteration 0F: 3 clusters Score -826791.9 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -828826.500000 Penalty: 2961.349609
	Iteration 1F: 3 clusters Score -828826.5 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -829019.625000 Penalty: 2961.349609
	Iteration 2F: 3 clusters Score -829019.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -829157.125000 Penalty: 2961.349609
	Iteration 3Q: 3 clusters Score -829157.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -829246.750000 Penalty: 2961.349609
	Iteration 4Q: 3 clusters Score -829246.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -829332.437500 Penalty: 2961.349609
	Iteration 5Q: 3 clusters Score -829332.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -829423.625000 Penalty: 2961.349609
	Iteration 6Q: 3 clusters Score -829423.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -829510.687500 Penalty: 2961.349609
	Iteration 7Q: 3 clusters Score -829510.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -829604.062500 Penalty: 2961.349609
	Iteration 8Q: 3 clusters Score -829604.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -829704.937500 Penalty: 2961.349609
	Iteration 9Q: 3 clusters Score -829704.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -829825.062500 Penalty: 2961.349609
	Iteration 10Q: 3 clusters Score -829825.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -829957.750000 Penalty: 2961.349609
	Iteration 11Q: 3 clusters Score -829957.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -830106.312500 Penalty: 2961.349609
	Iteration 12Q: 3 clusters Score -830106.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -830270.875000 Penalty: 2961.349609
	Iteration 13Q: 3 clusters Score -830270.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -830461.875000 Penalty: 2961.349609
	Iteration 14Q: 3 clusters Score -830461.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -830675.250000 Penalty: 2961.349609
	Iteration 15Q: 3 clusters Score -830675.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -830878.125000 Penalty: 2961.349609
	Iteration 16Q: 3 clusters Score -830878.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -831092.375000 Penalty: 2961.349609
	Iteration 17Q: 3 clusters Score -831092.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -831274.312500 Penalty: 2961.349609
	Iteration 18Q: 3 clusters Score -831274.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -831393.562500 Penalty: 2961.349609
	Iteration 19Q: 3 clusters Score -831393.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -831469.625000 Penalty: 2961.349609
	Iteration 20F: 3 clusters Score -831469.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -831540.250000 Penalty: 2961.349609
	Iteration 21Q: 3 clusters Score -831540.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -831595.562500 Penalty: 2961.349609
	Iteration 22Q: 3 clusters Score -831595.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -831637.062500 Penalty: 2961.349609
	Iteration 23Q: 3 clusters Score -831637.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -831670.625000 Penalty: 2961.349609
	Iteration 24Q: 3 clusters Score -831670.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -831695.500000 Penalty: 2961.349609
	Iteration 25Q: 3 clusters Score -831695.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -831721.687500 Penalty: 2961.349609
	Iteration 26Q: 3 clusters Score -831721.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -831743.937500 Penalty: 2961.349609
	Iteration 27Q: 3 clusters Score -831743.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -831760.875000 Penalty: 2961.349609
	Iteration 28Q: 3 clusters Score -831760.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -831775.500000 Penalty: 2961.349609
	Iteration 29Q: 3 clusters Score -831775.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -831784.375000 Penalty: 2961.349609
	Iteration 30Q: 3 clusters Score -831784.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -831790.500000 Penalty: 2961.349609
	Iteration 31Q: 3 clusters Score -831790.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -831797.937500 Penalty: 2961.349609
	Iteration 32Q: 3 clusters Score -831797.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -831799.812500 Penalty: 2961.349609
	Iteration 33Q: 3 clusters Score -831799.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -831804.687500 Penalty: 2961.349609
	Iteration 34Q: 3 clusters Score -831804.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -831809.875000 Penalty: 2961.349609
	Iteration 35Q: 3 clusters Score -831809.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -831815.937500 Penalty: 2961.349609
	Iteration 36Q: 3 clusters Score -831815.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -831821.125000 Penalty: 2961.349609
	Iteration 37Q: 3 clusters Score -831821.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -831829.062500 Penalty: 2961.349609
	Iteration 38Q: 3 clusters Score -831829.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -831834.562500 Penalty: 2961.349609
	Iteration 39Q: 3 clusters Score -831834.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -831839.625000 Penalty: 2961.349609
	Iteration 40F: 3 clusters Score -831839.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -831846.187500 Penalty: 2961.349609
	Iteration 41Q: 3 clusters Score -831846.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -831855.312500 Penalty: 2961.349609
	Iteration 42Q: 3 clusters Score -831855.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -831864.500000 Penalty: 2961.349609
	Iteration 43Q: 3 clusters Score -831864.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -831874.125000 Penalty: 2961.349609
	Iteration 44Q: 3 clusters Score -831874.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -831880.125000 Penalty: 2961.349609
	Iteration 45Q: 3 clusters Score -831880.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -831888.250000 Penalty: 2961.349609
	Iteration 46Q: 3 clusters Score -831888.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -831898.500000 Penalty: 2961.349609
	Iteration 47Q: 3 clusters Score -831898.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -831907.062500 Penalty: 2961.349609
	Iteration 48Q: 3 clusters Score -831907.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -831914.500000 Penalty: 2961.349609
	Iteration 49Q: 3 clusters Score -831914.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -831926.062500 Penalty: 2961.349609
	Iteration 50Q: 3 clusters Score -831926.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -831932.187500 Penalty: 2961.349609
	Iteration 51Q: 3 clusters Score -831932.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -831938.000000 Penalty: 2961.349609
	Iteration 52Q: 3 clusters Score -831938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -831942.187500 Penalty: 2961.349609
	Iteration 53Q: 3 clusters Score -831942.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -831948.125000 Penalty: 2961.349609
	Iteration 54Q: 3 clusters Score -831948.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -831954.250000 Penalty: 2961.349609
	Iteration 55Q: 3 clusters Score -831954.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -831959.312500 Penalty: 2961.349609
	Iteration 56Q: 3 clusters Score -831959.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -831957.687500 Penalty: 2961.349609
	Iteration 57Q: 3 clusters Score -831957.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -831961.187500 Penalty: 2961.349609
	Iteration 58Q: 3 clusters Score -831961.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -831962.312500 Penalty: 2961.349609
	Iteration 59Q: 3 clusters Score -831962.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -831965.375000 Penalty: 2961.349609
	Iteration 60F: 3 clusters Score -831965.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -831968.875000 Penalty: 2961.349609
	Iteration 61Q: 3 clusters Score -831968.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -831970.437500 Penalty: 2961.349609
	Iteration 62Q: 3 clusters Score -831970.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -831971.062500 Penalty: 2961.349609
	Iteration 63Q: 3 clusters Score -831971.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -831974.375000 Penalty: 2961.349609
	Iteration 64Q: 3 clusters Score -831974.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -831977.062500 Penalty: 2961.349609
	Iteration 65Q: 3 clusters Score -831977.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -831982.437500 Penalty: 2961.349609
	Iteration 66Q: 3 clusters Score -831982.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -831990.375000 Penalty: 2961.349609
	Iteration 67Q: 3 clusters Score -831990.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -832000.875000 Penalty: 2961.349609
	Iteration 68Q: 3 clusters Score -832000.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -832009.250000 Penalty: 2961.349609
	Iteration 69Q: 3 clusters Score -832009.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -832013.375000 Penalty: 2961.349609
	Iteration 70Q: 3 clusters Score -832013.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -832016.312500 Penalty: 2961.349609
	Iteration 71Q: 3 clusters Score -832016.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -832022.500000 Penalty: 2961.349609
	Iteration 72Q: 3 clusters Score -832022.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -832028.312500 Penalty: 2961.349609
	Iteration 73Q: 3 clusters Score -832028.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -832032.250000 Penalty: 2961.349609
	Iteration 74Q: 3 clusters Score -832032.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -832034.937500 Penalty: 2961.349609
	Iteration 75Q: 3 clusters Score -832034.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -832041.125000 Penalty: 2961.349609
	Iteration 76Q: 3 clusters Score -832041.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -832046.437500 Penalty: 2961.349609
	Iteration 77Q: 3 clusters Score -832046.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -832053.500000 Penalty: 2961.349609
	Iteration 78Q: 3 clusters Score -832053.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -832057.375000 Penalty: 2961.349609
	Iteration 79Q: 3 clusters Score -832057.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -832060.875000 Penalty: 2961.349609
	Iteration 80F: 3 clusters Score -832060.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -832063.125000 Penalty: 2961.349609
	Iteration 81Q: 3 clusters Score -832063.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -832064.437500 Penalty: 2961.349609
	Iteration 82Q: 3 clusters Score -832064.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -832064.437500 Penalty: 2961.349609
	Iteration 83Q: 3 clusters Score -832064.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -832068.250000 Penalty: 2961.349609
	Iteration 84Q: 3 clusters Score -832068.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -832068.375000 Penalty: 2961.349609
	Iteration 85Q: 3 clusters Score -832068.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -832068.125000 Penalty: 2961.349609
	Iteration 86Q: 3 clusters Score -832068.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -832071.625000 Penalty: 2961.349609
	Iteration 87Q: 3 clusters Score -832071.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -832071.750000 Penalty: 2961.349609
	Iteration 88Q: 3 clusters Score -832071.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -832071.750000 Penalty: 2961.349609
	Iteration 89Q: 3 clusters Score -832071.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -832071.750000 Penalty: 2961.349609
	Iteration 90F: 3 clusters Score -832071.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Entering Unmasked Estep 
Score: -802237.437500 Penalty: 1480.692749
	Iteration 0F: 2 clusters Score -802237.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -795669.000000 Penalty: 2961.385498
	Iteration 0F: 3 clusters Score -795669 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -797662.187500 Penalty: 2961.385498
	Iteration 1F: 3 clusters Score -797662.2 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -797997.875000 Penalty: 2961.385498
	Iteration 2F: 3 clusters Score -797997.9 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -798418.562500 Penalty: 2961.385498
	Iteration 3F: 3 clusters Score -798418.6 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -798971.125000 Penalty: 2961.385498
	Iteration 4F: 3 clusters Score -798971.1 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -799569.250000 Penalty: 2961.385498
	Iteration 5F: 3 clusters Score -799569.2 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -800149.937500 Penalty: 2961.385498
	Iteration 6F: 3 clusters Score -800149.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -800603.562500 Penalty: 2961.385498
	Iteration 7F: 3 clusters Score -800603.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -801014.062500 Penalty: 2961.385498
	Iteration 8Q: 3 clusters Score -801014.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -801481.812500 Penalty: 2961.385498
	Iteration 9Q: 3 clusters Score -801481.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -801948.687500 Penalty: 2961.385498
	Iteration 10Q: 3 clusters Score -801948.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -802191.937500 Penalty: 2961.385498
	Iteration 11Q: 3 clusters Score -802191.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -802313.625000 Penalty: 2961.385498
	Iteration 12Q: 3 clusters Score -802313.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -802373.375000 Penalty: 2961.385498
	Iteration 13Q: 3 clusters Score -802373.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -802400.375000 Penalty: 2961.385498
	Iteration 14Q: 3 clusters Score -802400.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -802422.437500 Penalty: 2961.385498
	Iteration 15Q: 3 clusters Score -802422.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -802441.500000 Penalty: 2961.385498
	Iteration 16Q: 3 clusters Score -802441.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -802461.625000 Penalty: 2961.385498
	Iteration 17Q: 3 clusters Score -802461.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -802478.062500 Penalty: 2961.385498
	Iteration 18Q: 3 clusters Score -802478.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -802493.062500 Penalty: 2961.385498
	Iteration 19Q: 3 clusters Score -802493.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -802502.125000 Penalty: 2961.385498
	Iteration 20F: 3 clusters Score -802502.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -802508.687500 Penalty: 2961.385498
	Iteration 21Q: 3 clusters Score -802508.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -802512.437500 Penalty: 2961.385498
	Iteration 22Q: 3 clusters Score -802512.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -802514.187500 Penalty: 2961.385498
	Iteration 23Q: 3 clusters Score -802514.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -802515.875000 Penalty: 2961.385498
	Iteration 24Q: 3 clusters Score -802515.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -802520.687500 Penalty: 2961.385498
	Iteration 25Q: 3 clusters Score -802520.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -802522.937500 Penalty: 2961.385498
	Iteration 26Q: 3 clusters Score -802522.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -802525.375000 Penalty: 2961.385498
	Iteration 27Q: 3 clusters Score -802525.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -802527.937500 Penalty: 2961.385498
	Iteration 28Q: 3 clusters Score -802527.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -802528.250000 Penalty: 2961.385498
	Iteration 29Q: 3 clusters Score -802528.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -802528.625000 Penalty: 2961.385498
	Iteration 30Q: 3 clusters Score -802528.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -802529.625000 Penalty: 2961.385498
	Iteration 31Q: 3 clusters Score -802529.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -802528.562500 Penalty: 2961.385498
	Iteration 32Q: 3 clusters Score -802528.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -802530.562500 Penalty: 2961.385498
	Iteration 33Q: 3 clusters Score -802530.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -802531.687500 Penalty: 2961.385498
	Iteration 34Q: 3 clusters Score -802531.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -802529.437500 Penalty: 2961.385498
	Iteration 35Q: 3 clusters Score -802529.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -802531.187500 Penalty: 2961.385498
	Iteration 36Q: 3 clusters Score -802531.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -802531.062500 Penalty: 2961.385498
	Iteration 37Q: 3 clusters Score -802531.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -802531.062500 Penalty: 2961.385498
	Iteration 38F: 3 clusters Score -802531.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60229 members 
Mstep: Class 2 contains 20243 members 
Mstep: Class 3 contains 125171 members 
Mstep: Class 4 contains 18291 members 
Mstep: Class 5 contains 23564 members 
Mstep: Class 6 contains 51660 members 
Mstep: Class 7 contains 8877 members 
Mstep: Class 8 contains 64245 members 
Mstep: Class 9 contains 12294 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 11 contains 9062 members 
Mstep: Class 12 contains 7111 members 
Mstep: Class 13 contains 123568 members 
Mstep: Class 14 contains 57197 members 
Mstep: Class 15 contains 128342 members 
Mstep: Class 16 contains 42158 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 13812 members 
Mstep: Class 19 contains 10551 members 
Mstep: Class 20 contains 4700 members 
Mstep: Class 21 contains 1995 members 
Mstep: Class 22 contains 3214 members 
Mstep: Class 23 contains 3161 members 
Mstep: Class 24 contains 1865 members 
Mstep: Class 25 contains 2866 members 
Mstep: Class 26 contains 4533 members 
Mstep: Class 27 contains 4670 members 
Mstep: Class 28 contains 127830 members 
Mstep: Class 29 contains 15666 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 3009 members 
Mstep: Class 32 contains 1452 members 
Mstep: Class 33 contains 1952 members 
Entering Unmasked Estep 
Score: -84420672.000000 Penalty: 73857.421875
Splitting cluster 12 changes total score from -84420368.000000 to -84420672.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 13 (123568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123568 members 
Entering Unmasked Estep 
Score: -11342045.000000 Penalty: 1905.238770
	Iteration 0F: 2 clusters Score -1.134204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61756 members 
Mstep: Class 2 contains 61812 members 
Entering Unmasked Estep 
Score: -11259075.000000 Penalty: 3810.477539
	Iteration 0F: 3 clusters Score -1.125908e+07 nChanged 59434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61556 members 
Mstep: Class 2 contains 62012 members 
Entering Unmasked Estep 
Score: -11293857.000000 Penalty: 3810.477539
	Iteration 1F: 3 clusters Score -1.129386e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61336 members 
Mstep: Class 2 contains 62232 members 
Entering Unmasked Estep 
Score: -11294692.000000 Penalty: 3810.477539
	Iteration 2Q: 3 clusters Score -1.129469e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60861 members 
Mstep: Class 2 contains 62707 members 
Entering Unmasked Estep 
Score: -11295821.000000 Penalty: 3810.477539
	Iteration 3Q: 3 clusters Score -1.129582e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60110 members 
Mstep: Class 2 contains 63458 members 
Entering Unmasked Estep 
Score: -11297095.000000 Penalty: 3810.477539
	Iteration 4Q: 3 clusters Score -1.12971e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59066 members 
Mstep: Class 2 contains 64502 members 
Entering Unmasked Estep 
Score: -11298954.000000 Penalty: 3810.477539
	Iteration 5Q: 3 clusters Score -1.129895e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57775 members 
Mstep: Class 2 contains 65793 members 
Entering Unmasked Estep 
Score: -11301588.000000 Penalty: 3810.477539
	Iteration 6Q: 3 clusters Score -1.130159e+07 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 67395 members 
Entering Unmasked Estep 
Score: -11305267.000000 Penalty: 3810.477539
	Iteration 7F: 3 clusters Score -1.130527e+07 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54234 members 
Mstep: Class 2 contains 69334 members 
Entering Unmasked Estep 
Score: -11310212.000000 Penalty: 3810.477539
	Iteration 8F: 3 clusters Score -1.131021e+07 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 71247 members 
Entering Unmasked Estep 
Score: -11315992.000000 Penalty: 3810.477539
	Iteration 9F: 3 clusters Score -1.131599e+07 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51009 members 
Mstep: Class 2 contains 72559 members 
Entering Unmasked Estep 
Score: -11321631.000000 Penalty: 3810.477539
	Iteration 10F: 3 clusters Score -1.132163e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 73373 members 
Entering Unmasked Estep 
Score: -11324939.000000 Penalty: 3810.477539
	Iteration 11Q: 3 clusters Score -1.132494e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 73979 members 
Entering Unmasked Estep 
Score: -11326468.000000 Penalty: 3810.477539
	Iteration 12Q: 3 clusters Score -1.132647e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49049 members 
Mstep: Class 2 contains 74519 members 
Entering Unmasked Estep 
Score: -11327013.000000 Penalty: 3810.477539
	Iteration 13Q: 3 clusters Score -1.132701e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48548 members 
Mstep: Class 2 contains 75020 members 
Entering Unmasked Estep 
Score: -11327296.000000 Penalty: 3810.477539
	Iteration 14Q: 3 clusters Score -1.13273e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 75479 members 
Entering Unmasked Estep 
Score: -11327472.000000 Penalty: 3810.477539
	Iteration 15Q: 3 clusters Score -1.132747e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 75912 members 
Entering Unmasked Estep 
Score: -11327596.000000 Penalty: 3810.477539
	Iteration 16Q: 3 clusters Score -1.13276e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47277 members 
Mstep: Class 2 contains 76291 members 
Entering Unmasked Estep 
Score: -11327719.000000 Penalty: 3810.477539
	Iteration 17Q: 3 clusters Score -1.132772e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46920 members 
Mstep: Class 2 contains 76648 members 
Entering Unmasked Estep 
Score: -11327828.000000 Penalty: 3810.477539
	Iteration 18Q: 3 clusters Score -1.132783e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 76987 members 
Entering Unmasked Estep 
Score: -11327935.000000 Penalty: 3810.477539
	Iteration 19Q: 3 clusters Score -1.132794e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46276 members 
Mstep: Class 2 contains 77292 members 
Entering Unmasked Estep 
Score: -11328004.000000 Penalty: 3810.477539
	Iteration 20F: 3 clusters Score -1.1328e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45960 members 
Mstep: Class 2 contains 77608 members 
Entering Unmasked Estep 
Score: -11328031.000000 Penalty: 3810.477539
	Iteration 21Q: 3 clusters Score -1.132803e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 77905 members 
Entering Unmasked Estep 
Score: -11328078.000000 Penalty: 3810.477539
	Iteration 22Q: 3 clusters Score -1.132808e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 78188 members 
Entering Unmasked Estep 
Score: -11328063.000000 Penalty: 3810.477539
	Iteration 23Q: 3 clusters Score -1.132806e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 78485 members 
Entering Unmasked Estep 
Score: -11328095.000000 Penalty: 3810.477539
	Iteration 24Q: 3 clusters Score -1.13281e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 78799 members 
Entering Unmasked Estep 
Score: -11328122.000000 Penalty: 3810.477539
	Iteration 25Q: 3 clusters Score -1.132812e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 79127 members 
Entering Unmasked Estep 
Score: -11328184.000000 Penalty: 3810.477539
	Iteration 26Q: 3 clusters Score -1.132818e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 79468 members 
Entering Unmasked Estep 
Score: -11328215.000000 Penalty: 3810.477539
	Iteration 27Q: 3 clusters Score -1.132822e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 79789 members 
Entering Unmasked Estep 
Score: -11328204.000000 Penalty: 3810.477539
	Iteration 28Q: 3 clusters Score -1.13282e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 80115 members 
Entering Unmasked Estep 
Score: -11328245.000000 Penalty: 3810.477539
	Iteration 29Q: 3 clusters Score -1.132824e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 80467 members 
Entering Unmasked Estep 
Score: -11328277.000000 Penalty: 3810.477539
	Iteration 30Q: 3 clusters Score -1.132828e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42712 members 
Mstep: Class 2 contains 80856 members 
Entering Unmasked Estep 
Score: -11328307.000000 Penalty: 3810.477539
	Iteration 31Q: 3 clusters Score -1.132831e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 81273 members 
Entering Unmasked Estep 
Score: -11328325.000000 Penalty: 3810.477539
	Iteration 32Q: 3 clusters Score -1.132832e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 81664 members 
Entering Unmasked Estep 
Score: -11328389.000000 Penalty: 3810.477539
	Iteration 33Q: 3 clusters Score -1.132839e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 82097 members 
Entering Unmasked Estep 
Score: -11328384.000000 Penalty: 3810.477539
	Iteration 34Q: 3 clusters Score -1.132838e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 82548 members 
Entering Unmasked Estep 
Score: -11328416.000000 Penalty: 3810.477539
	Iteration 35Q: 3 clusters Score -1.132842e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 83094 members 
Entering Unmasked Estep 
Score: -11328487.000000 Penalty: 3810.477539
	Iteration 36Q: 3 clusters Score -1.132849e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 83674 members 
Entering Unmasked Estep 
Score: -11328565.000000 Penalty: 3810.477539
	Iteration 37Q: 3 clusters Score -1.132856e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 84263 members 
Entering Unmasked Estep 
Score: -11328649.000000 Penalty: 3810.477539
	Iteration 38Q: 3 clusters Score -1.132865e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 84884 members 
Entering Unmasked Estep 
Score: -11328751.000000 Penalty: 3810.477539
	Iteration 39Q: 3 clusters Score -1.132875e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 85497 members 
Entering Unmasked Estep 
Score: -11328803.000000 Penalty: 3810.477539
	Iteration 40F: 3 clusters Score -1.13288e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37414 members 
Mstep: Class 2 contains 86154 members 
Entering Unmasked Estep 
Score: -11328871.000000 Penalty: 3810.477539
	Iteration 41Q: 3 clusters Score -1.132887e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 86869 members 
Entering Unmasked Estep 
Score: -11329034.000000 Penalty: 3810.477539
	Iteration 42Q: 3 clusters Score -1.132903e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 87636 members 
Entering Unmasked Estep 
Score: -11329138.000000 Penalty: 3810.477539
	Iteration 43Q: 3 clusters Score -1.132914e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 88403 members 
Entering Unmasked Estep 
Score: -11329221.000000 Penalty: 3810.477539
	Iteration 44Q: 3 clusters Score -1.132922e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 89260 members 
Entering Unmasked Estep 
Score: -11329362.000000 Penalty: 3810.477539
	Iteration 45Q: 3 clusters Score -1.132936e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 90154 members 
Entering Unmasked Estep 
Score: -11329470.000000 Penalty: 3810.477539
	Iteration 46Q: 3 clusters Score -1.132947e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 91060 members 
Entering Unmasked Estep 
Score: -11329620.000000 Penalty: 3810.477539
	Iteration 47Q: 3 clusters Score -1.132962e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 91989 members 
Entering Unmasked Estep 
Score: -11329777.000000 Penalty: 3810.477539
	Iteration 48Q: 3 clusters Score -1.132978e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 92971 members 
Entering Unmasked Estep 
Score: -11329981.000000 Penalty: 3810.477539
	Iteration 49Q: 3 clusters Score -1.132998e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 93995 members 
Entering Unmasked Estep 
Score: -11330175.000000 Penalty: 3810.477539
	Iteration 50Q: 3 clusters Score -1.133018e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 95131 members 
Entering Unmasked Estep 
Score: -11330473.000000 Penalty: 3810.477539
	Iteration 51Q: 3 clusters Score -1.133047e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 96368 members 
Entering Unmasked Estep 
Score: -11330829.000000 Penalty: 3810.477539
	Iteration 52Q: 3 clusters Score -1.133083e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 97641 members 
Entering Unmasked Estep 
Score: -11331101.000000 Penalty: 3810.477539
	Iteration 53Q: 3 clusters Score -1.13311e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 98969 members 
Entering Unmasked Estep 
Score: -11331444.000000 Penalty: 3810.477539
	Iteration 54Q: 3 clusters Score -1.133144e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 100389 members 
Entering Unmasked Estep 
Score: -11331932.000000 Penalty: 3810.477539
	Iteration 55Q: 3 clusters Score -1.133193e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 101870 members 
Entering Unmasked Estep 
Score: -11332444.000000 Penalty: 3810.477539
	Iteration 56Q: 3 clusters Score -1.133244e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 103380 members 
Entering Unmasked Estep 
Score: -11333056.000000 Penalty: 3810.477539
	Iteration 57Q: 3 clusters Score -1.133306e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 104900 members 
Entering Unmasked Estep 
Score: -11333595.000000 Penalty: 3810.477539
	Iteration 58Q: 3 clusters Score -1.13336e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 106367 members 
Entering Unmasked Estep 
Score: -11334106.000000 Penalty: 3810.477539
	Iteration 59Q: 3 clusters Score -1.133411e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 107763 members 
Entering Unmasked Estep 
Score: -11334618.000000 Penalty: 3810.477539
	Iteration 60F: 3 clusters Score -1.133462e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 109113 members 
Entering Unmasked Estep 
Score: -11335102.000000 Penalty: 3810.477539
	Iteration 61Q: 3 clusters Score -1.13351e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 110386 members 
Entering Unmasked Estep 
Score: -11335546.000000 Penalty: 3810.477539
	Iteration 62Q: 3 clusters Score -1.133555e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 111582 members 
Entering Unmasked Estep 
Score: -11335989.000000 Penalty: 3810.477539
	Iteration 63Q: 3 clusters Score -1.133599e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 112760 members 
Entering Unmasked Estep 
Score: -11336403.000000 Penalty: 3810.477539
	Iteration 64Q: 3 clusters Score -1.13364e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 113879 members 
Entering Unmasked Estep 
Score: -11336834.000000 Penalty: 3810.477539
	Iteration 65Q: 3 clusters Score -1.133683e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 114957 members 
Entering Unmasked Estep 
Score: -11337268.000000 Penalty: 3810.477539
	Iteration 66Q: 3 clusters Score -1.133727e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 115966 members 
Entering Unmasked Estep 
Score: -11337623.000000 Penalty: 3810.477539
	Iteration 67Q: 3 clusters Score -1.133762e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 116916 members 
Entering Unmasked Estep 
Score: -11338006.000000 Penalty: 3810.477539
	Iteration 68Q: 3 clusters Score -1.133801e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 117778 members 
Entering Unmasked Estep 
Score: -11338377.000000 Penalty: 3810.477539
	Iteration 69Q: 3 clusters Score -1.133838e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 118554 members 
Entering Unmasked Estep 
Score: -11338627.000000 Penalty: 3810.477539
	Iteration 70Q: 3 clusters Score -1.133863e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 119267 members 
Entering Unmasked Estep 
Score: -11338909.000000 Penalty: 3810.477539
	Iteration 71Q: 3 clusters Score -1.133891e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 119896 members 
Entering Unmasked Estep 
Score: -11339142.000000 Penalty: 3810.477539
	Iteration 72Q: 3 clusters Score -1.133914e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 120395 members 
Entering Unmasked Estep 
Score: -11339338.000000 Penalty: 3810.477539
	Iteration 73Q: 3 clusters Score -1.133934e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 120798 members 
Entering Unmasked Estep 
Score: -11339535.000000 Penalty: 3810.477539
	Iteration 74Q: 3 clusters Score -1.133954e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 121131 members 
Entering Unmasked Estep 
Score: -11339654.000000 Penalty: 3810.477539
	Iteration 75Q: 3 clusters Score -1.133965e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 121408 members 
Entering Unmasked Estep 
Score: -11339774.000000 Penalty: 3810.477539
	Iteration 76Q: 3 clusters Score -1.133977e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 121643 members 
Entering Unmasked Estep 
Score: -11339863.000000 Penalty: 3810.477539
	Iteration 77Q: 3 clusters Score -1.133986e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 121853 members 
Entering Unmasked Estep 
Score: -11339954.000000 Penalty: 3810.477539
	Iteration 78Q: 3 clusters Score -1.133995e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 122011 members 
Entering Unmasked Estep 
Score: -11340009.000000 Penalty: 3810.477539
	Iteration 79Q: 3 clusters Score -1.134001e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 122140 members 
Entering Unmasked Estep 
Score: -11340089.000000 Penalty: 3810.477539
	Iteration 80F: 3 clusters Score -1.134009e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 122265 members 
Entering Unmasked Estep 
Score: -11340140.000000 Penalty: 3810.477539
	Iteration 81Q: 3 clusters Score -1.134014e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 122364 members 
Entering Unmasked Estep 
Score: -11340192.000000 Penalty: 3810.477539
	Iteration 82Q: 3 clusters Score -1.134019e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 122425 members 
Entering Unmasked Estep 
Score: -11340214.000000 Penalty: 3810.477539
	Iteration 83Q: 3 clusters Score -1.134021e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 122469 members 
Entering Unmasked Estep 
Score: -11340225.000000 Penalty: 3810.477539
	Iteration 84Q: 3 clusters Score -1.134022e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 122512 members 
Entering Unmasked Estep 
Score: -11340252.000000 Penalty: 3810.477539
	Iteration 85Q: 3 clusters Score -1.134025e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 122556 members 
Entering Unmasked Estep 
Score: -11340270.000000 Penalty: 3810.477539
	Iteration 86Q: 3 clusters Score -1.134027e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 122603 members 
Entering Unmasked Estep 
Score: -11340303.000000 Penalty: 3810.477539
	Iteration 87Q: 3 clusters Score -1.13403e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 122633 members 
Entering Unmasked Estep 
Score: -11340322.000000 Penalty: 3810.477539
	Iteration 88Q: 3 clusters Score -1.134032e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 122670 members 
Entering Unmasked Estep 
Score: -11340332.000000 Penalty: 3810.477539
	Iteration 89Q: 3 clusters Score -1.134033e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 122707 members 
Entering Unmasked Estep 
Score: -11340358.000000 Penalty: 3810.477539
	Iteration 90Q: 3 clusters Score -1.134036e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 122738 members 
Entering Unmasked Estep 
Score: -11340362.000000 Penalty: 3810.477539
	Iteration 91Q: 3 clusters Score -1.134036e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 122768 members 
Entering Unmasked Estep 
Score: -11340385.000000 Penalty: 3810.477539
	Iteration 92Q: 3 clusters Score -1.134038e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 122790 members 
Entering Unmasked Estep 
Score: -11340386.000000 Penalty: 3810.477539
	Iteration 93Q: 3 clusters Score -1.134039e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 122811 members 
Entering Unmasked Estep 
Score: -11340384.000000 Penalty: 3810.477539
	Iteration 94Q: 3 clusters Score -1.134038e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 122823 members 
Entering Unmasked Estep 
Score: -11340388.000000 Penalty: 3810.477539
	Iteration 95Q: 3 clusters Score -1.134039e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 122840 members 
Entering Unmasked Estep 
Score: -11340394.000000 Penalty: 3810.477539
	Iteration 96Q: 3 clusters Score -1.134039e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 122849 members 
Entering Unmasked Estep 
Score: -11340409.000000 Penalty: 3810.477539
	Iteration 97Q: 3 clusters Score -1.134041e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 122862 members 
Entering Unmasked Estep 
Score: -11340407.000000 Penalty: 3810.477539
	Iteration 98Q: 3 clusters Score -1.134041e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 122877 members 
Entering Unmasked Estep 
Score: -11340419.000000 Penalty: 3810.477539
	Iteration 99Q: 3 clusters Score -1.134042e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 122887 members 
Entering Unmasked Estep 
Score: -11340415.000000 Penalty: 3810.477539
	Iteration 100F: 3 clusters Score -1.134042e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 122894 members 
Entering Unmasked Estep 
Score: -11340424.000000 Penalty: 3810.477539
	Iteration 101Q: 3 clusters Score -1.134042e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 122905 members 
Entering Unmasked Estep 
Score: -11340425.000000 Penalty: 3810.477539
	Iteration 102Q: 3 clusters Score -1.134042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 122911 members 
Entering Unmasked Estep 
Score: -11340432.000000 Penalty: 3810.477539
	Iteration 103Q: 3 clusters Score -1.134043e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 122918 members 
Entering Unmasked Estep 
Score: -11340430.000000 Penalty: 3810.477539
	Iteration 104Q: 3 clusters Score -1.134043e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 122925 members 
Entering Unmasked Estep 
Score: -11340428.000000 Penalty: 3810.477539
	Iteration 105Q: 3 clusters Score -1.134043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 122931 members 
Entering Unmasked Estep 
Score: -11340442.000000 Penalty: 3810.477539
	Iteration 106Q: 3 clusters Score -1.134044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 122934 members 
Entering Unmasked Estep 
Score: -11340435.000000 Penalty: 3810.477539
	Iteration 107Q: 3 clusters Score -1.134044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 122935 members 
Entering Unmasked Estep 
Score: -11340440.000000 Penalty: 3810.477539
	Iteration 108Q: 3 clusters Score -1.134044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 122935 members 
Entering Unmasked Estep 
Score: -11340439.000000 Penalty: 3810.477539
	Iteration 109Q: 3 clusters Score -1.134044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 122935 members 
Entering Unmasked Estep 
Score: -11340437.000000 Penalty: 3810.477539
	Iteration 110Q: 3 clusters Score -1.134044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 122935 members 
Entering Unmasked Estep 
Score: -11340434.000000 Penalty: 3810.477539
	Iteration 111Q: 3 clusters Score -1.134043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 122934 members 
Entering Unmasked Estep 
Score: -11340437.000000 Penalty: 3810.477539
	Iteration 112Q: 3 clusters Score -1.134044e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 122934 members 
Entering Unmasked Estep 
Score: -11340437.000000 Penalty: 3810.477539
	Iteration 113F: 3 clusters Score -1.134044e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57197 members 
Entering Unmasked Estep 
Score: -5270902.500000 Penalty: 1780.066772
	Iteration 0F: 2 clusters Score -5270902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -5232720.500000 Penalty: 3560.133545
	Iteration 0F: 3 clusters Score -5232720 nChanged 26967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -5248247.500000 Penalty: 3560.133545
	Iteration 1F: 3 clusters Score -5248248 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -5249042.500000 Penalty: 3560.133545
	Iteration 2Q: 3 clusters Score -5249042 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -5250091.000000 Penalty: 3560.133545
	Iteration 3Q: 3 clusters Score -5250091 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -5251334.500000 Penalty: 3560.133545
	Iteration 4Q: 3 clusters Score -5251334 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -5252741.500000 Penalty: 3560.133545
	Iteration 5F: 3 clusters Score -5252742 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -5254161.500000 Penalty: 3560.133545
	Iteration 6F: 3 clusters Score -5254162 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -5255473.000000 Penalty: 3560.133545
	Iteration 7F: 3 clusters Score -5255473 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -5256734.500000 Penalty: 3560.133545
	Iteration 8Q: 3 clusters Score -5256734 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -5257784.000000 Penalty: 3560.133545
	Iteration 9Q: 3 clusters Score -5257784 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -5258671.000000 Penalty: 3560.133545
	Iteration 10Q: 3 clusters Score -5258671 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -5259398.500000 Penalty: 3560.133545
	Iteration 11Q: 3 clusters Score -5259398 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -5260126.000000 Penalty: 3560.133545
	Iteration 12Q: 3 clusters Score -5260126 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -5260897.500000 Penalty: 3560.133545
	Iteration 13Q: 3 clusters Score -5260898 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -5261816.500000 Penalty: 3560.133545
	Iteration 14Q: 3 clusters Score -5261816 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47375 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -5262959.000000 Penalty: 3560.133545
	Iteration 15Q: 3 clusters Score -5262959 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -5264154.500000 Penalty: 3560.133545
	Iteration 16Q: 3 clusters Score -5264154 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51231 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -5265370.000000 Penalty: 3560.133545
	Iteration 17Q: 3 clusters Score -5265370 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52875 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -5266526.000000 Penalty: 3560.133545
	Iteration 18Q: 3 clusters Score -5266526 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54212 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -5267464.000000 Penalty: 3560.133545
	Iteration 19Q: 3 clusters Score -5267464 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55094 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -5268051.500000 Penalty: 3560.133545
	Iteration 20F: 3 clusters Score -5268052 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55719 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -5268512.000000 Penalty: 3560.133545
	Iteration 21Q: 3 clusters Score -5268512 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56145 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5268816.500000 Penalty: 3560.133545
	Iteration 22Q: 3 clusters Score -5268816 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56412 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5269018.500000 Penalty: 3560.133545
	Iteration 23Q: 3 clusters Score -5269018 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56554 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5269141.000000 Penalty: 3560.133545
	Iteration 24Q: 3 clusters Score -5269141 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56638 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5269215.000000 Penalty: 3560.133545
	Iteration 25Q: 3 clusters Score -5269215 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56685 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5269244.500000 Penalty: 3560.133545
	Iteration 26Q: 3 clusters Score -5269244 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56716 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5269269.500000 Penalty: 3560.133545
	Iteration 27Q: 3 clusters Score -5269270 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56742 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5269292.000000 Penalty: 3560.133545
	Iteration 28Q: 3 clusters Score -5269292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56759 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5269307.000000 Penalty: 3560.133545
	Iteration 29Q: 3 clusters Score -5269307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5269321.500000 Penalty: 3560.133545
	Iteration 30Q: 3 clusters Score -5269322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56775 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5269330.500000 Penalty: 3560.133545
	Iteration 31Q: 3 clusters Score -5269330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56784 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5269335.000000 Penalty: 3560.133545
	Iteration 32Q: 3 clusters Score -5269335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56793 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5269345.000000 Penalty: 3560.133545
	Iteration 33Q: 3 clusters Score -5269345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56798 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5269353.500000 Penalty: 3560.133545
	Iteration 34Q: 3 clusters Score -5269354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56796 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5269355.000000 Penalty: 3560.133545
	Iteration 35Q: 3 clusters Score -5269355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56799 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5269361.500000 Penalty: 3560.133545
	Iteration 36Q: 3 clusters Score -5269362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56805 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5269362.000000 Penalty: 3560.133545
	Iteration 37Q: 3 clusters Score -5269362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56808 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5269369.000000 Penalty: 3560.133545
	Iteration 38Q: 3 clusters Score -5269369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56810 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5269375.500000 Penalty: 3560.133545
	Iteration 39Q: 3 clusters Score -5269376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56814 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5269381.000000 Penalty: 3560.133545
	Iteration 40F: 3 clusters Score -5269381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56819 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5269387.000000 Penalty: 3560.133545
	Iteration 41Q: 3 clusters Score -5269387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5269388.500000 Penalty: 3560.133545
	Iteration 42Q: 3 clusters Score -5269388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56833 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5269394.500000 Penalty: 3560.133545
	Iteration 43Q: 3 clusters Score -5269394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56837 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5269402.000000 Penalty: 3560.133545
	Iteration 44Q: 3 clusters Score -5269402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56839 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5269398.500000 Penalty: 3560.133545
	Iteration 45Q: 3 clusters Score -5269398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56840 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5269398.500000 Penalty: 3560.133545
	Iteration 46Q: 3 clusters Score -5269398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56841 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5269398.500000 Penalty: 3560.133545
	Iteration 47Q: 3 clusters Score -5269398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56842 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5269398.000000 Penalty: 3560.133545
	Iteration 48Q: 3 clusters Score -5269398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56842 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5269397.500000 Penalty: 3560.133545
	Iteration 49Q: 3 clusters Score -5269398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56844 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5269395.000000 Penalty: 3560.133545
	Iteration 50Q: 3 clusters Score -5269395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56843 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5269397.500000 Penalty: 3560.133545
	Iteration 51Q: 3 clusters Score -5269398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56843 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5269397.500000 Penalty: 3560.133545
	Iteration 52F: 3 clusters Score -5269398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (128342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128342 members 
Entering Unmasked Estep 
Score: -11680365.000000 Penalty: 1911.398804
	Iteration 0F: 2 clusters Score -1.168036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64309 members 
Mstep: Class 2 contains 64033 members 
Entering Unmasked Estep 
Score: -11594913.000000 Penalty: 3822.797607
	Iteration 0F: 3 clusters Score -1.159491e+07 nChanged 61351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66404 members 
Mstep: Class 2 contains 61938 members 
Entering Unmasked Estep 
Score: -11630718.000000 Penalty: 3822.797607
	Iteration 1F: 3 clusters Score -1.163072e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67723 members 
Mstep: Class 2 contains 60619 members 
Entering Unmasked Estep 
Score: -11631907.000000 Penalty: 3822.797607
	Iteration 2Q: 3 clusters Score -1.163191e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69822 members 
Mstep: Class 2 contains 58520 members 
Entering Unmasked Estep 
Score: -11633512.000000 Penalty: 3822.797607
	Iteration 3Q: 3 clusters Score -1.163351e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72803 members 
Mstep: Class 2 contains 55539 members 
Entering Unmasked Estep 
Score: -11635878.000000 Penalty: 3822.797607
	Iteration 4Q: 3 clusters Score -1.163588e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76712 members 
Mstep: Class 2 contains 51630 members 
Entering Unmasked Estep 
Score: -11638980.000000 Penalty: 3822.797607
	Iteration 5F: 3 clusters Score -1.163898e+07 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81712 members 
Mstep: Class 2 contains 46630 members 
Entering Unmasked Estep 
Score: -11643040.000000 Penalty: 3822.797607
	Iteration 6F: 3 clusters Score -1.164304e+07 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87470 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -11648074.000000 Penalty: 3822.797607
	Iteration 7F: 3 clusters Score -1.164807e+07 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93295 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -11653462.000000 Penalty: 3822.797607
	Iteration 8F: 3 clusters Score -1.165346e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98424 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -11658141.000000 Penalty: 3822.797607
	Iteration 9F: 3 clusters Score -1.165814e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102674 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -11661651.000000 Penalty: 3822.797607
	Iteration 10Q: 3 clusters Score -1.166165e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106196 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -11664111.000000 Penalty: 3822.797607
	Iteration 11Q: 3 clusters Score -1.166411e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109319 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -11666031.000000 Penalty: 3822.797607
	Iteration 12Q: 3 clusters Score -1.166603e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112302 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -11667813.000000 Penalty: 3822.797607
	Iteration 13Q: 3 clusters Score -1.166781e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115181 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -11669469.000000 Penalty: 3822.797607
	Iteration 14Q: 3 clusters Score -1.166947e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117870 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -11671207.000000 Penalty: 3822.797607
	Iteration 15Q: 3 clusters Score -1.167121e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120353 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -11672929.000000 Penalty: 3822.797607
	Iteration 16Q: 3 clusters Score -1.167293e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122514 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -11674486.000000 Penalty: 3822.797607
	Iteration 17Q: 3 clusters Score -1.167449e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124291 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -11675717.000000 Penalty: 3822.797607
	Iteration 18Q: 3 clusters Score -1.167572e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125710 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -11676832.000000 Penalty: 3822.797607
	Iteration 19Q: 3 clusters Score -1.167683e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126691 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -11677566.000000 Penalty: 3822.797607
	Iteration 20F: 3 clusters Score -1.167757e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127278 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -11678022.000000 Penalty: 3822.797607
	Iteration 21Q: 3 clusters Score -1.167802e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127624 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -11678307.000000 Penalty: 3822.797607
	Iteration 22Q: 3 clusters Score -1.167831e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127794 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -11678463.000000 Penalty: 3822.797607
	Iteration 23Q: 3 clusters Score -1.167846e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127889 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -11678544.000000 Penalty: 3822.797607
	Iteration 24Q: 3 clusters Score -1.167854e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127931 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -11678589.000000 Penalty: 3822.797607
	Iteration 25Q: 3 clusters Score -1.167859e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127965 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -11678621.000000 Penalty: 3822.797607
	Iteration 26Q: 3 clusters Score -1.167862e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127982 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -11678645.000000 Penalty: 3822.797607
	Iteration 27Q: 3 clusters Score -1.167864e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128001 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -11678663.000000 Penalty: 3822.797607
	Iteration 28Q: 3 clusters Score -1.167866e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128013 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -11678673.000000 Penalty: 3822.797607
	Iteration 29Q: 3 clusters Score -1.167867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128019 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -11678678.000000 Penalty: 3822.797607
	Iteration 30Q: 3 clusters Score -1.167868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128025 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -11678680.000000 Penalty: 3822.797607
	Iteration 31Q: 3 clusters Score -1.167868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128026 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -11678689.000000 Penalty: 3822.797607
	Iteration 32Q: 3 clusters Score -1.167869e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128030 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -11678698.000000 Penalty: 3822.797607
	Iteration 33Q: 3 clusters Score -1.16787e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128032 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -11678699.000000 Penalty: 3822.797607
	Iteration 34Q: 3 clusters Score -1.16787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128032 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -11678701.000000 Penalty: 3822.797607
	Iteration 35Q: 3 clusters Score -1.16787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128035 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -11678700.000000 Penalty: 3822.797607
	Iteration 36Q: 3 clusters Score -1.16787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128038 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -11678701.000000 Penalty: 3822.797607
	Iteration 37Q: 3 clusters Score -1.16787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128039 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -11678704.000000 Penalty: 3822.797607
	Iteration 38Q: 3 clusters Score -1.16787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128038 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -11678704.000000 Penalty: 3822.797607
	Iteration 39Q: 3 clusters Score -1.16787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128039 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -11678706.000000 Penalty: 3822.797607
	Iteration 40F: 3 clusters Score -1.167871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128040 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -11678715.000000 Penalty: 3822.797607
	Iteration 41Q: 3 clusters Score -1.167872e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128040 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -11678715.000000 Penalty: 3822.797607
	Iteration 42F: 3 clusters Score -1.167872e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Entering Unmasked Estep 
Score: -3832364.000000 Penalty: 1730.491699
	Iteration 0F: 2 clusters Score -3832364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -3804260.750000 Penalty: 3460.983398
	Iteration 0F: 3 clusters Score -3804261 nChanged 19669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -3815112.500000 Penalty: 3460.983398
	Iteration 1F: 3 clusters Score -3815112 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -3815803.750000 Penalty: 3460.983398
	Iteration 2Q: 3 clusters Score -3815804 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -3816880.500000 Penalty: 3460.983398
	Iteration 3F: 3 clusters Score -3816880 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -3818761.250000 Penalty: 3460.983398
	Iteration 4F: 3 clusters Score -3818761 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -3821640.500000 Penalty: 3460.983398
	Iteration 5F: 3 clusters Score -3821640 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -3825069.750000 Penalty: 3460.983398
	Iteration 6F: 3 clusters Score -3825070 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -3827849.500000 Penalty: 3460.983398
	Iteration 7F: 3 clusters Score -3827850 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3829458.250000 Penalty: 3460.983398
	Iteration 8Q: 3 clusters Score -3829458 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3830246.250000 Penalty: 3460.983398
	Iteration 9Q: 3 clusters Score -3830246 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3830687.750000 Penalty: 3460.983398
	Iteration 10Q: 3 clusters Score -3830688 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3830874.000000 Penalty: 3460.983398
	Iteration 11Q: 3 clusters Score -3830874 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41329 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3830967.500000 Penalty: 3460.983398
	Iteration 12Q: 3 clusters Score -3830968 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3831021.750000 Penalty: 3460.983398
	Iteration 13Q: 3 clusters Score -3831022 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3831049.500000 Penalty: 3460.983398
	Iteration 14Q: 3 clusters Score -3831050 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3831061.750000 Penalty: 3460.983398
	Iteration 15Q: 3 clusters Score -3831062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3831080.000000 Penalty: 3460.983398
	Iteration 16Q: 3 clusters Score -3831080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3831092.000000 Penalty: 3460.983398
	Iteration 17Q: 3 clusters Score -3831092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3831094.000000 Penalty: 3460.983398
	Iteration 18Q: 3 clusters Score -3831094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3831097.500000 Penalty: 3460.983398
	Iteration 19Q: 3 clusters Score -3831098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3831097.000000 Penalty: 3460.983398
	Iteration 20F: 3 clusters Score -3831097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3831105.500000 Penalty: 3460.983398
	Iteration 21Q: 3 clusters Score -3831106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3831102.750000 Penalty: 3460.983398
	Iteration 22Q: 3 clusters Score -3831103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3831103.750000 Penalty: 3460.983398
	Iteration 23Q: 3 clusters Score -3831104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3831106.750000 Penalty: 3460.983398
	Iteration 24Q: 3 clusters Score -3831107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3831112.250000 Penalty: 3460.983398
	Iteration 25Q: 3 clusters Score -3831112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3831109.250000 Penalty: 3460.983398
	Iteration 26Q: 3 clusters Score -3831109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3831109.500000 Penalty: 3460.983398
	Iteration 27Q: 3 clusters Score -3831110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3831110.250000 Penalty: 3460.983398
	Iteration 28Q: 3 clusters Score -3831110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3831110.250000 Penalty: 3460.983398
	Iteration 29F: 3 clusters Score -3831110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Entering Unmasked Estep 
Score: -173232.656250 Penalty: 1243.615845
	Iteration 0F: 2 clusters Score -173232.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -171096.015625 Penalty: 2487.231689
	Iteration 0F: 3 clusters Score -171096 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -171846.937500 Penalty: 2487.231689
	Iteration 1F: 3 clusters Score -171846.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -172475.281250 Penalty: 2487.231689
	Iteration 2F: 3 clusters Score -172475.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -172975.359375 Penalty: 2487.231689
	Iteration 3F: 3 clusters Score -172975.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -173427.500000 Penalty: 2487.231689
	Iteration 4F: 3 clusters Score -173427.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -173874.171875 Penalty: 2487.231689
	Iteration 5F: 3 clusters Score -173874.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -174117.906250 Penalty: 2487.231689
	Iteration 6Q: 3 clusters Score -174117.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -174237.359375 Penalty: 2487.231689
	Iteration 7Q: 3 clusters Score -174237.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -174284.343750 Penalty: 2487.231689
	Iteration 8Q: 3 clusters Score -174284.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -174319.625000 Penalty: 2487.231689
	Iteration 9Q: 3 clusters Score -174319.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -174344.890625 Penalty: 2487.231689
	Iteration 10Q: 3 clusters Score -174344.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -174376.578125 Penalty: 2487.231689
	Iteration 11Q: 3 clusters Score -174376.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -174402.156250 Penalty: 2487.231689
	Iteration 12Q: 3 clusters Score -174402.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -174411.156250 Penalty: 2487.231689
	Iteration 13Q: 3 clusters Score -174411.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -174412.687500 Penalty: 2487.231689
	Iteration 14Q: 3 clusters Score -174412.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -174413.890625 Penalty: 2487.231689
	Iteration 15Q: 3 clusters Score -174413.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -174414.515625 Penalty: 2487.231689
	Iteration 16Q: 3 clusters Score -174414.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -174414.515625 Penalty: 2487.231689
	Iteration 17F: 3 clusters Score -174414.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60229 members 
Mstep: Class 2 contains 20243 members 
Mstep: Class 3 contains 125171 members 
Mstep: Class 4 contains 18291 members 
Mstep: Class 5 contains 23564 members 
Mstep: Class 6 contains 51660 members 
Mstep: Class 7 contains 8877 members 
Mstep: Class 8 contains 64245 members 
Mstep: Class 9 contains 12294 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 11 contains 9062 members 
Mstep: Class 12 contains 7111 members 
Mstep: Class 13 contains 123568 members 
Mstep: Class 14 contains 57197 members 
Mstep: Class 15 contains 128342 members 
Mstep: Class 16 contains 42158 members 
Mstep: Class 17 contains 925 members 
Mstep: Class 18 contains 13812 members 
Mstep: Class 19 contains 10551 members 
Mstep: Class 20 contains 4700 members 
Mstep: Class 21 contains 1995 members 
Mstep: Class 22 contains 3214 members 
Mstep: Class 23 contains 3161 members 
Mstep: Class 24 contains 1865 members 
Mstep: Class 25 contains 2866 members 
Mstep: Class 26 contains 4533 members 
Mstep: Class 27 contains 4670 members 
Mstep: Class 28 contains 127830 members 
Mstep: Class 29 contains 15666 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 3009 members 
Mstep: Class 32 contains 1452 members 
Mstep: Class 33 contains 1952 members 
Mstep: Class 34 contains 1182 members 
Entering Unmasked Estep 
Score: -84420784.000000 Penalty: 76095.531250
Splitting cluster 17 changes total score from -84420368.000000 to -84420784.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 18 (13812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Entering Unmasked Estep 
Score: -1258429.875000 Penalty: 1549.160034
	Iteration 0F: 2 clusters Score -1258430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1248756.250000 Penalty: 3098.320068
	Iteration 0F: 3 clusters Score -1248756 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1252105.500000 Penalty: 3098.320068
	Iteration 1F: 3 clusters Score -1252106 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1252589.250000 Penalty: 3098.320068
	Iteration 2F: 3 clusters Score -1252589 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1253205.250000 Penalty: 3098.320068
	Iteration 3F: 3 clusters Score -1253205 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1254312.875000 Penalty: 3098.320068
	Iteration 4F: 3 clusters Score -1254313 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1256148.500000 Penalty: 3098.320068
	Iteration 5F: 3 clusters Score -1256148 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1258016.625000 Penalty: 3098.320068
	Iteration 6F: 3 clusters Score -1258017 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1259121.875000 Penalty: 3098.320068
	Iteration 7F: 3 clusters Score -1259122 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1259549.750000 Penalty: 3098.320068
	Iteration 8Q: 3 clusters Score -1259550 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1259686.500000 Penalty: 3098.320068
	Iteration 9Q: 3 clusters Score -1259686 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1259739.375000 Penalty: 3098.320068
	Iteration 10Q: 3 clusters Score -1259739 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1259761.750000 Penalty: 3098.320068
	Iteration 11Q: 3 clusters Score -1259762 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1259770.625000 Penalty: 3098.320068
	Iteration 12Q: 3 clusters Score -1259771 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1259774.625000 Penalty: 3098.320068
	Iteration 13Q: 3 clusters Score -1259775 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1259771.875000 Penalty: 3098.320068
	Iteration 14Q: 3 clusters Score -1259772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1259772.250000 Penalty: 3098.320068
	Iteration 15Q: 3 clusters Score -1259772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1259775.500000 Penalty: 3098.320068
	Iteration 16Q: 3 clusters Score -1259776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1259782.750000 Penalty: 3098.320068
	Iteration 17Q: 3 clusters Score -1259783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1259785.250000 Penalty: 3098.320068
	Iteration 18Q: 3 clusters Score -1259785 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1259790.875000 Penalty: 3098.320068
	Iteration 19Q: 3 clusters Score -1259791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1259792.750000 Penalty: 3098.320068
	Iteration 20F: 3 clusters Score -1259793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1259796.375000 Penalty: 3098.320068
	Iteration 21Q: 3 clusters Score -1259796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1259800.500000 Penalty: 3098.320068
	Iteration 22Q: 3 clusters Score -1259800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1259804.000000 Penalty: 3098.320068
	Iteration 23Q: 3 clusters Score -1259804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1259803.875000 Penalty: 3098.320068
	Iteration 24Q: 3 clusters Score -1259804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1259811.000000 Penalty: 3098.320068
	Iteration 25Q: 3 clusters Score -1259811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1259811.500000 Penalty: 3098.320068
	Iteration 26Q: 3 clusters Score -1259812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1259810.750000 Penalty: 3098.320068
	Iteration 27Q: 3 clusters Score -1259811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1259812.500000 Penalty: 3098.320068
	Iteration 28Q: 3 clusters Score -1259812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1259817.250000 Penalty: 3098.320068
	Iteration 29Q: 3 clusters Score -1259817 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1259820.875000 Penalty: 3098.320068
	Iteration 30Q: 3 clusters Score -1259821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1259823.625000 Penalty: 3098.320068
	Iteration 31Q: 3 clusters Score -1259824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1259822.875000 Penalty: 3098.320068
	Iteration 32Q: 3 clusters Score -1259823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1259824.250000 Penalty: 3098.320068
	Iteration 33Q: 3 clusters Score -1259824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1259823.625000 Penalty: 3098.320068
	Iteration 34Q: 3 clusters Score -1259824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1259828.125000 Penalty: 3098.320068
	Iteration 35Q: 3 clusters Score -1259828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1259825.250000 Penalty: 3098.320068
	Iteration 36Q: 3 clusters Score -1259825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1259828.375000 Penalty: 3098.320068
	Iteration 37Q: 3 clusters Score -1259828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1259827.625000 Penalty: 3098.320068
	Iteration 38Q: 3 clusters Score -1259828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1259826.500000 Penalty: 3098.320068
	Iteration 39Q: 3 clusters Score -1259826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1259826.875000 Penalty: 3098.320068
	Iteration 40F: 3 clusters Score -1259827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1259830.125000 Penalty: 3098.320068
	Iteration 41Q: 3 clusters Score -1259830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1259830.500000 Penalty: 3098.320068
	Iteration 42Q: 3 clusters Score -1259830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1259829.000000 Penalty: 3098.320068
	Iteration 43Q: 3 clusters Score -1259829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1259829.375000 Penalty: 3098.320068
	Iteration 44Q: 3 clusters Score -1259829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1259827.875000 Penalty: 3098.320068
	Iteration 45Q: 3 clusters Score -1259828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1259827.750000 Penalty: 3098.320068
	Iteration 46Q: 3 clusters Score -1259828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1259828.125000 Penalty: 3098.320068
	Iteration 47Q: 3 clusters Score -1259828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1259827.750000 Penalty: 3098.320068
	Iteration 48Q: 3 clusters Score -1259828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1259828.625000 Penalty: 3098.320068
	Iteration 49Q: 3 clusters Score -1259829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1259831.125000 Penalty: 3098.320068
	Iteration 50Q: 3 clusters Score -1259831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1259831.125000 Penalty: 3098.320068
	Iteration 51Q: 3 clusters Score -1259831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1259832.875000 Penalty: 3098.320068
	Iteration 52Q: 3 clusters Score -1259833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1259830.500000 Penalty: 3098.320068
	Iteration 53Q: 3 clusters Score -1259830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1259830.500000 Penalty: 3098.320068
	Iteration 54F: 3 clusters Score -1259830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60229 members 
Mstep: Class 2 contains 20243 members 
Mstep: Class 3 contains 125171 members 
Mstep: Class 4 contains 18291 members 
Mstep: Class 5 contains 23564 members 
Mstep: Class 6 contains 51660 members 
Mstep: Class 7 contains 8877 members 
Mstep: Class 8 contains 64245 members 
Mstep: Class 9 contains 12294 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 11 contains 9062 members 
Mstep: Class 12 contains 7111 members 
Mstep: Class 13 contains 123568 members 
Mstep: Class 14 contains 57197 members 
Mstep: Class 15 contains 128342 members 
Mstep: Class 16 contains 42158 members 
Mstep: Class 17 contains 925 members 
Mstep: Class 18 contains 8459 members 
Mstep: Class 19 contains 10551 members 
Mstep: Class 20 contains 4700 members 
Mstep: Class 21 contains 1995 members 
Mstep: Class 22 contains 3214 members 
Mstep: Class 23 contains 3161 members 
Mstep: Class 24 contains 1865 members 
Mstep: Class 25 contains 2866 members 
Mstep: Class 26 contains 4533 members 
Mstep: Class 27 contains 4670 members 
Mstep: Class 28 contains 127830 members 
Mstep: Class 29 contains 15666 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 3009 members 
Mstep: Class 32 contains 1452 members 
Mstep: Class 33 contains 1952 members 
Mstep: Class 34 contains 1182 members 
Mstep: Class 35 contains 5353 members 
Entering Unmasked Estep 
Score: -84422232.000000 Penalty: 78333.632812
Splitting cluster 18 changes total score from -84420368.000000 to -84422232.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 19 (10551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Entering Unmasked Estep 
Score: -967337.500000 Penalty: 1505.396118
	Iteration 0F: 2 clusters Score -967337.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -959864.812500 Penalty: 3010.792236
	Iteration 0F: 3 clusters Score -959864.8 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -962301.625000 Penalty: 3010.792236
	Iteration 1F: 3 clusters Score -962301.6 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -962656.187500 Penalty: 3010.792236
	Iteration 2F: 3 clusters Score -962656.2 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -962953.687500 Penalty: 3010.792236
	Iteration 3F: 3 clusters Score -962953.7 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -963212.812500 Penalty: 3010.792236
	Iteration 4F: 3 clusters Score -963212.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -963435.687500 Penalty: 3010.792236
	Iteration 5Q: 3 clusters Score -963435.7 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -963686.625000 Penalty: 3010.792236
	Iteration 6Q: 3 clusters Score -963686.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -963961.000000 Penalty: 3010.792236
	Iteration 7Q: 3 clusters Score -963961 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -964264.125000 Penalty: 3010.792236
	Iteration 8Q: 3 clusters Score -964264.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -964597.187500 Penalty: 3010.792236
	Iteration 9Q: 3 clusters Score -964597.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -964947.875000 Penalty: 3010.792236
	Iteration 10Q: 3 clusters Score -964947.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -965253.187500 Penalty: 3010.792236
	Iteration 11Q: 3 clusters Score -965253.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -965499.687500 Penalty: 3010.792236
	Iteration 12Q: 3 clusters Score -965499.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -965665.750000 Penalty: 3010.792236
	Iteration 13Q: 3 clusters Score -965665.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -965785.437500 Penalty: 3010.792236
	Iteration 14Q: 3 clusters Score -965785.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -965871.687500 Penalty: 3010.792236
	Iteration 15Q: 3 clusters Score -965871.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -965933.625000 Penalty: 3010.792236
	Iteration 16Q: 3 clusters Score -965933.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -965974.062500 Penalty: 3010.792236
	Iteration 17Q: 3 clusters Score -965974.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -965990.875000 Penalty: 3010.792236
	Iteration 18Q: 3 clusters Score -965990.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -966007.937500 Penalty: 3010.792236
	Iteration 19Q: 3 clusters Score -966007.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -966021.437500 Penalty: 3010.792236
	Iteration 20F: 3 clusters Score -966021.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -966033.750000 Penalty: 3010.792236
	Iteration 21Q: 3 clusters Score -966033.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -966043.062500 Penalty: 3010.792236
	Iteration 22Q: 3 clusters Score -966043.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -966043.937500 Penalty: 3010.792236
	Iteration 23Q: 3 clusters Score -966043.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -966049.937500 Penalty: 3010.792236
	Iteration 24Q: 3 clusters Score -966049.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -966055.625000 Penalty: 3010.792236
	Iteration 25Q: 3 clusters Score -966055.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -966056.937500 Penalty: 3010.792236
	Iteration 26Q: 3 clusters Score -966056.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -966060.000000 Penalty: 3010.792236
	Iteration 27Q: 3 clusters Score -966060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -966063.812500 Penalty: 3010.792236
	Iteration 28Q: 3 clusters Score -966063.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -966064.687500 Penalty: 3010.792236
	Iteration 29Q: 3 clusters Score -966064.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -966065.125000 Penalty: 3010.792236
	Iteration 30Q: 3 clusters Score -966065.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -966066.375000 Penalty: 3010.792236
	Iteration 31Q: 3 clusters Score -966066.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -966068.125000 Penalty: 3010.792236
	Iteration 32Q: 3 clusters Score -966068.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -966068.562500 Penalty: 3010.792236
	Iteration 33Q: 3 clusters Score -966068.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -966070.125000 Penalty: 3010.792236
	Iteration 34Q: 3 clusters Score -966070.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -966071.875000 Penalty: 3010.792236
	Iteration 35Q: 3 clusters Score -966071.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -966073.187500 Penalty: 3010.792236
	Iteration 36Q: 3 clusters Score -966073.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -966073.187500 Penalty: 3010.792236
	Iteration 37F: 3 clusters Score -966073.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Entering Unmasked Estep 
Score: -372936.531250 Penalty: 1373.989136
	Iteration 0F: 2 clusters Score -372936.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -369305.375000 Penalty: 2747.978271
	Iteration 0F: 3 clusters Score -369305.4 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -370664.593750 Penalty: 2747.978271
	Iteration 1F: 3 clusters Score -370664.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -371037.656250 Penalty: 2747.978271
	Iteration 2F: 3 clusters Score -371037.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -371429.281250 Penalty: 2747.978271
	Iteration 3F: 3 clusters Score -371429.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -371903.593750 Penalty: 2747.978271
	Iteration 4F: 3 clusters Score -371903.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -372408.250000 Penalty: 2747.978271
	Iteration 5F: 3 clusters Score -372408.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -372846.375000 Penalty: 2747.978271
	Iteration 6F: 3 clusters Score -372846.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -373122.125000 Penalty: 2747.978271
	Iteration 7F: 3 clusters Score -373122.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -373330.406250 Penalty: 2747.978271
	Iteration 8Q: 3 clusters Score -373330.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -373508.000000 Penalty: 2747.978271
	Iteration 9Q: 3 clusters Score -373508 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -373639.187500 Penalty: 2747.978271
	Iteration 10Q: 3 clusters Score -373639.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -373735.343750 Penalty: 2747.978271
	Iteration 11Q: 3 clusters Score -373735.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -373793.906250 Penalty: 2747.978271
	Iteration 12Q: 3 clusters Score -373793.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -373828.187500 Penalty: 2747.978271
	Iteration 13Q: 3 clusters Score -373828.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -373866.906250 Penalty: 2747.978271
	Iteration 14Q: 3 clusters Score -373866.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -373902.406250 Penalty: 2747.978271
	Iteration 15Q: 3 clusters Score -373902.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -373926.281250 Penalty: 2747.978271
	Iteration 16Q: 3 clusters Score -373926.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -373936.906250 Penalty: 2747.978271
	Iteration 17Q: 3 clusters Score -373936.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -373943.687500 Penalty: 2747.978271
	Iteration 18Q: 3 clusters Score -373943.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -373948.500000 Penalty: 2747.978271
	Iteration 19Q: 3 clusters Score -373948.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -373955.906250 Penalty: 2747.978271
	Iteration 20F: 3 clusters Score -373955.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -373959.593750 Penalty: 2747.978271
	Iteration 21Q: 3 clusters Score -373959.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -373964.156250 Penalty: 2747.978271
	Iteration 22Q: 3 clusters Score -373964.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -373967.593750 Penalty: 2747.978271
	Iteration 23Q: 3 clusters Score -373967.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -373968.968750 Penalty: 2747.978271
	Iteration 24Q: 3 clusters Score -373969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -373971.062500 Penalty: 2747.978271
	Iteration 25Q: 3 clusters Score -373971.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -373977.625000 Penalty: 2747.978271
	Iteration 26Q: 3 clusters Score -373977.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -374011.781250 Penalty: 2747.978271
	Iteration 27Q: 3 clusters Score -374011.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -374063.343750 Penalty: 2747.978271
	Iteration 28Q: 3 clusters Score -374063.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -374120.812500 Penalty: 2747.978271
	Iteration 29Q: 3 clusters Score -374120.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -374161.343750 Penalty: 2747.978271
	Iteration 30Q: 3 clusters Score -374161.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -374168.437500 Penalty: 2747.978271
	Iteration 31Q: 3 clusters Score -374168.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -374172.812500 Penalty: 2747.978271
	Iteration 32Q: 3 clusters Score -374172.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -374175.281250 Penalty: 2747.978271
	Iteration 33Q: 3 clusters Score -374175.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -374176.218750 Penalty: 2747.978271
	Iteration 34Q: 3 clusters Score -374176.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -374177.312500 Penalty: 2747.978271
	Iteration 35Q: 3 clusters Score -374177.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -374177.312500 Penalty: 2747.978271
	Iteration 36F: 3 clusters Score -374177.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60229 members 
Mstep: Class 2 contains 20243 members 
Mstep: Class 3 contains 125171 members 
Mstep: Class 4 contains 18291 members 
Mstep: Class 5 contains 23564 members 
Mstep: Class 6 contains 51660 members 
Mstep: Class 7 contains 8877 members 
Mstep: Class 8 contains 64245 members 
Mstep: Class 9 contains 12294 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 11 contains 9062 members 
Mstep: Class 12 contains 7111 members 
Mstep: Class 13 contains 123568 members 
Mstep: Class 14 contains 57197 members 
Mstep: Class 15 contains 128342 members 
Mstep: Class 16 contains 42158 members 
Mstep: Class 17 contains 925 members 
Mstep: Class 18 contains 8459 members 
Mstep: Class 19 contains 10551 members 
Mstep: Class 20 contains 1453 members 
Mstep: Class 21 contains 1995 members 
Mstep: Class 22 contains 3214 members 
Mstep: Class 23 contains 3161 members 
Mstep: Class 24 contains 1865 members 
Mstep: Class 25 contains 2866 members 
Mstep: Class 26 contains 4533 members 
Mstep: Class 27 contains 4670 members 
Mstep: Class 28 contains 127830 members 
Mstep: Class 29 contains 15666 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 3009 members 
Mstep: Class 32 contains 1452 members 
Mstep: Class 33 contains 1952 members 
Mstep: Class 34 contains 1182 members 
Mstep: Class 35 contains 5353 members 
Mstep: Class 36 contains 3247 members 
Entering Unmasked Estep 
Score: -84422648.000000 Penalty: 80571.734375
Splitting cluster 20 changes total score from -84420368.000000 to -84422648.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 21 (1995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Entering Unmasked Estep 
Score: -174477.296875 Penalty: 1234.739868
	Iteration 0F: 2 clusters Score -174477.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -172362.375000 Penalty: 2469.479736
	Iteration 0F: 3 clusters Score -172362.4 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -172801.062500 Penalty: 2469.479736
	Iteration 1F: 3 clusters Score -172801.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -172920.875000 Penalty: 2469.479736
	Iteration 2F: 3 clusters Score -172920.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -172992.687500 Penalty: 2469.479736
	Iteration 3Q: 3 clusters Score -172992.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -173043.515625 Penalty: 2469.479736
	Iteration 4Q: 3 clusters Score -173043.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -173081.515625 Penalty: 2469.479736
	Iteration 5Q: 3 clusters Score -173081.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -173120.937500 Penalty: 2469.479736
	Iteration 6Q: 3 clusters Score -173120.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -173163.515625 Penalty: 2469.479736
	Iteration 7Q: 3 clusters Score -173163.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -173201.484375 Penalty: 2469.479736
	Iteration 8Q: 3 clusters Score -173201.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -173231.578125 Penalty: 2469.479736
	Iteration 9Q: 3 clusters Score -173231.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -173260.734375 Penalty: 2469.479736
	Iteration 10Q: 3 clusters Score -173260.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -173283.859375 Penalty: 2469.479736
	Iteration 11Q: 3 clusters Score -173283.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -173315.781250 Penalty: 2469.479736
	Iteration 12Q: 3 clusters Score -173315.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -173349.515625 Penalty: 2469.479736
	Iteration 13Q: 3 clusters Score -173349.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -173378.312500 Penalty: 2469.479736
	Iteration 14Q: 3 clusters Score -173378.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -173399.343750 Penalty: 2469.479736
	Iteration 15Q: 3 clusters Score -173399.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -173421.000000 Penalty: 2469.479736
	Iteration 16Q: 3 clusters Score -173421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -173435.593750 Penalty: 2469.479736
	Iteration 17Q: 3 clusters Score -173435.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -173449.765625 Penalty: 2469.479736
	Iteration 18Q: 3 clusters Score -173449.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -173458.031250 Penalty: 2469.479736
	Iteration 19Q: 3 clusters Score -173458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -173461.859375 Penalty: 2469.479736
	Iteration 20F: 3 clusters Score -173461.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -173462.796875 Penalty: 2469.479736
	Iteration 21Q: 3 clusters Score -173462.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -173464.187500 Penalty: 2469.479736
	Iteration 22Q: 3 clusters Score -173464.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -173465.312500 Penalty: 2469.479736
	Iteration 23Q: 3 clusters Score -173465.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -173467.062500 Penalty: 2469.479736
	Iteration 24Q: 3 clusters Score -173467.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -173468.625000 Penalty: 2469.479736
	Iteration 25Q: 3 clusters Score -173468.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -173469.968750 Penalty: 2469.479736
	Iteration 26Q: 3 clusters Score -173470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -173473.968750 Penalty: 2469.479736
	Iteration 27Q: 3 clusters Score -173474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -173476.437500 Penalty: 2469.479736
	Iteration 28Q: 3 clusters Score -173476.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -173480.000000 Penalty: 2469.479736
	Iteration 29Q: 3 clusters Score -173480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -173486.234375 Penalty: 2469.479736
	Iteration 30Q: 3 clusters Score -173486.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -173489.671875 Penalty: 2469.479736
	Iteration 31Q: 3 clusters Score -173489.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -173492.687500 Penalty: 2469.479736
	Iteration 32Q: 3 clusters Score -173492.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -173497.390625 Penalty: 2469.479736
	Iteration 33Q: 3 clusters Score -173497.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -173502.156250 Penalty: 2469.479736
	Iteration 34Q: 3 clusters Score -173502.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -173507.531250 Penalty: 2469.479736
	Iteration 35Q: 3 clusters Score -173507.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -173518.671875 Penalty: 2469.479736
	Iteration 36Q: 3 clusters Score -173518.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -173529.078125 Penalty: 2469.479736
	Iteration 37Q: 3 clusters Score -173529.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -173539.156250 Penalty: 2469.479736
	Iteration 38Q: 3 clusters Score -173539.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -173551.062500 Penalty: 2469.479736
	Iteration 39Q: 3 clusters Score -173551.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -173569.343750 Penalty: 2469.479736
	Iteration 40F: 3 clusters Score -173569.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -173579.187500 Penalty: 2469.479736
	Iteration 41Q: 3 clusters Score -173579.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -173586.093750 Penalty: 2469.479736
	Iteration 42Q: 3 clusters Score -173586.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -173594.984375 Penalty: 2469.479736
	Iteration 43Q: 3 clusters Score -173595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -173605.937500 Penalty: 2469.479736
	Iteration 44Q: 3 clusters Score -173605.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -173614.015625 Penalty: 2469.479736
	Iteration 45Q: 3 clusters Score -173614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -173619.062500 Penalty: 2469.479736
	Iteration 46Q: 3 clusters Score -173619.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -173621.593750 Penalty: 2469.479736
	Iteration 47Q: 3 clusters Score -173621.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -173623.031250 Penalty: 2469.479736
	Iteration 48Q: 3 clusters Score -173623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -173624.453125 Penalty: 2469.479736
	Iteration 49Q: 3 clusters Score -173624.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -173625.031250 Penalty: 2469.479736
	Iteration 50Q: 3 clusters Score -173625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -173626.437500 Penalty: 2469.479736
	Iteration 51Q: 3 clusters Score -173626.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -173627.468750 Penalty: 2469.479736
	Iteration 52Q: 3 clusters Score -173627.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -173628.921875 Penalty: 2469.479736
	Iteration 53Q: 3 clusters Score -173628.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -173629.062500 Penalty: 2469.479736
	Iteration 54Q: 3 clusters Score -173629.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -173629.062500 Penalty: 2469.479736
	Iteration 55F: 3 clusters Score -173629.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Entering Unmasked Estep 
Score: -278873.937500 Penalty: 1312.231689
	Iteration 0F: 2 clusters Score -278873.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -276046.406250 Penalty: 2624.463379
	Iteration 0F: 3 clusters Score -276046.4 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -276874.531250 Penalty: 2624.463379
	Iteration 1F: 3 clusters Score -276874.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -277218.937500 Penalty: 2624.463379
	Iteration 2F: 3 clusters Score -277218.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -277646.968750 Penalty: 2624.463379
	Iteration 3F: 3 clusters Score -277647 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -278007.375000 Penalty: 2624.463379
	Iteration 4F: 3 clusters Score -278007.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -278261.218750 Penalty: 2624.463379
	Iteration 5F: 3 clusters Score -278261.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -278537.250000 Penalty: 2624.463379
	Iteration 6F: 3 clusters Score -278537.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -278764.500000 Penalty: 2624.463379
	Iteration 7Q: 3 clusters Score -278764.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -278895.343750 Penalty: 2624.463379
	Iteration 8Q: 3 clusters Score -278895.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -278961.281250 Penalty: 2624.463379
	Iteration 9Q: 3 clusters Score -278961.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -278993.937500 Penalty: 2624.463379
	Iteration 10Q: 3 clusters Score -278993.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -279014.281250 Penalty: 2624.463379
	Iteration 11Q: 3 clusters Score -279014.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -279036.156250 Penalty: 2624.463379
	Iteration 12Q: 3 clusters Score -279036.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -279053.781250 Penalty: 2624.463379
	Iteration 13Q: 3 clusters Score -279053.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -279070.375000 Penalty: 2624.463379
	Iteration 14Q: 3 clusters Score -279070.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -279084.375000 Penalty: 2624.463379
	Iteration 15Q: 3 clusters Score -279084.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -279099.000000 Penalty: 2624.463379
	Iteration 16Q: 3 clusters Score -279099 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -279108.718750 Penalty: 2624.463379
	Iteration 17Q: 3 clusters Score -279108.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -279115.937500 Penalty: 2624.463379
	Iteration 18Q: 3 clusters Score -279115.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -279131.468750 Penalty: 2624.463379
	Iteration 19Q: 3 clusters Score -279131.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -279150.843750 Penalty: 2624.463379
	Iteration 20F: 3 clusters Score -279150.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -279172.531250 Penalty: 2624.463379
	Iteration 21Q: 3 clusters Score -279172.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -279185.687500 Penalty: 2624.463379
	Iteration 22Q: 3 clusters Score -279185.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -279201.843750 Penalty: 2624.463379
	Iteration 23Q: 3 clusters Score -279201.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -279219.343750 Penalty: 2624.463379
	Iteration 24Q: 3 clusters Score -279219.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -279239.562500 Penalty: 2624.463379
	Iteration 25Q: 3 clusters Score -279239.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -279275.656250 Penalty: 2624.463379
	Iteration 26Q: 3 clusters Score -279275.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -279315.062500 Penalty: 2624.463379
	Iteration 27Q: 3 clusters Score -279315.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -279366.218750 Penalty: 2624.463379
	Iteration 28Q: 3 clusters Score -279366.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -279483.562500 Penalty: 2624.463379
	Iteration 29Q: 3 clusters Score -279483.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -279642.812500 Penalty: 2624.463379
	Iteration 30Q: 3 clusters Score -279642.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -279716.625000 Penalty: 2624.463379
	Iteration 31Q: 3 clusters Score -279716.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -279760.281250 Penalty: 2624.463379
	Iteration 32Q: 3 clusters Score -279760.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -279783.375000 Penalty: 2624.463379
	Iteration 33Q: 3 clusters Score -279783.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -279800.625000 Penalty: 2624.463379
	Iteration 34Q: 3 clusters Score -279800.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -279812.156250 Penalty: 2624.463379
	Iteration 35Q: 3 clusters Score -279812.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -279819.031250 Penalty: 2624.463379
	Iteration 36Q: 3 clusters Score -279819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -279823.781250 Penalty: 2624.463379
	Iteration 37Q: 3 clusters Score -279823.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -279824.312500 Penalty: 2624.463379
	Iteration 38Q: 3 clusters Score -279824.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -279824.312500 Penalty: 2624.463379
	Iteration 39F: 3 clusters Score -279824.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60229 members 
Mstep: Class 2 contains 20243 members 
Mstep: Class 3 contains 125171 members 
Mstep: Class 4 contains 18291 members 
Mstep: Class 5 contains 23564 members 
Mstep: Class 6 contains 51660 members 
Mstep: Class 7 contains 8877 members 
Mstep: Class 8 contains 64245 members 
Mstep: Class 9 contains 12294 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 11 contains 9062 members 
Mstep: Class 12 contains 7111 members 
Mstep: Class 13 contains 123568 members 
Mstep: Class 14 contains 57197 members 
Mstep: Class 15 contains 128342 members 
Mstep: Class 16 contains 42158 members 
Mstep: Class 17 contains 925 members 
Mstep: Class 18 contains 8459 members 
Mstep: Class 19 contains 10551 members 
Mstep: Class 20 contains 1453 members 
Mstep: Class 21 contains 1995 members 
Mstep: Class 22 contains 1049 members 
Mstep: Class 23 contains 3161 members 
Mstep: Class 24 contains 1865 members 
Mstep: Class 25 contains 2866 members 
Mstep: Class 26 contains 4533 members 
Mstep: Class 27 contains 4670 members 
Mstep: Class 28 contains 127830 members 
Mstep: Class 29 contains 15666 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 3009 members 
Mstep: Class 32 contains 1452 members 
Mstep: Class 33 contains 1952 members 
Mstep: Class 34 contains 1182 members 
Mstep: Class 35 contains 5353 members 
Mstep: Class 36 contains 3247 members 
Mstep: Class 37 contains 2165 members 
Entering Unmasked Estep 
Score: -84422656.000000 Penalty: 82809.843750
Splitting cluster 22 changes total score from -84420368.000000 to -84422656.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 23 (3161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Entering Unmasked Estep 
Score: -271686.593750 Penalty: 1309.529541
	Iteration 0F: 2 clusters Score -271686.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -268858.125000 Penalty: 2619.059082
	Iteration 0F: 3 clusters Score -268858.1 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -269557.750000 Penalty: 2619.059082
	Iteration 1F: 3 clusters Score -269557.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -269745.062500 Penalty: 2619.059082
	Iteration 2F: 3 clusters Score -269745.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -269878.468750 Penalty: 2619.059082
	Iteration 3F: 3 clusters Score -269878.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -270004.812500 Penalty: 2619.059082
	Iteration 4F: 3 clusters Score -270004.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -270147.718750 Penalty: 2619.059082
	Iteration 5F: 3 clusters Score -270147.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -270315.093750 Penalty: 2619.059082
	Iteration 6F: 3 clusters Score -270315.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -270494.437500 Penalty: 2619.059082
	Iteration 7F: 3 clusters Score -270494.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -270649.656250 Penalty: 2619.059082
	Iteration 8Q: 3 clusters Score -270649.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -270782.531250 Penalty: 2619.059082
	Iteration 9Q: 3 clusters Score -270782.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -270871.343750 Penalty: 2619.059082
	Iteration 10Q: 3 clusters Score -270871.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -270919.593750 Penalty: 2619.059082
	Iteration 11Q: 3 clusters Score -270919.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -270949.343750 Penalty: 2619.059082
	Iteration 12Q: 3 clusters Score -270949.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -270965.937500 Penalty: 2619.059082
	Iteration 13Q: 3 clusters Score -270965.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -270977.218750 Penalty: 2619.059082
	Iteration 14Q: 3 clusters Score -270977.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -270982.187500 Penalty: 2619.059082
	Iteration 15Q: 3 clusters Score -270982.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -270983.062500 Penalty: 2619.059082
	Iteration 16Q: 3 clusters Score -270983.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -270984.218750 Penalty: 2619.059082
	Iteration 17Q: 3 clusters Score -270984.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -270985.718750 Penalty: 2619.059082
	Iteration 18Q: 3 clusters Score -270985.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -270987.531250 Penalty: 2619.059082
	Iteration 19Q: 3 clusters Score -270987.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -270988.718750 Penalty: 2619.059082
	Iteration 20F: 3 clusters Score -270988.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -270989.000000 Penalty: 2619.059082
	Iteration 21Q: 3 clusters Score -270989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -270989.812500 Penalty: 2619.059082
	Iteration 22Q: 3 clusters Score -270989.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -270989.437500 Penalty: 2619.059082
	Iteration 23Q: 3 clusters Score -270989.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -270989.437500 Penalty: 2619.059082
	Iteration 24F: 3 clusters Score -270989.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -134775.046875 Penalty: 1223.790161
	Iteration 0F: 2 clusters Score -134775 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 928 members 
Entering Unmasked Estep 
Score: -132835.187500 Penalty: 2447.580322
	Iteration 0F: 3 clusters Score -132835.2 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -133361.781250 Penalty: 2447.580322
	Iteration 1F: 3 clusters Score -133361.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -133548.187500 Penalty: 2447.580322
	Iteration 2F: 3 clusters Score -133548.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -133678.390625 Penalty: 2447.580322
	Iteration 3F: 3 clusters Score -133678.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -133789.093750 Penalty: 2447.580322
	Iteration 4F: 3 clusters Score -133789.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -133872.437500 Penalty: 2447.580322
	Iteration 5Q: 3 clusters Score -133872.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -133949.718750 Penalty: 2447.580322
	Iteration 6Q: 3 clusters Score -133949.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -134016.187500 Penalty: 2447.580322
	Iteration 7Q: 3 clusters Score -134016.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -134062.781250 Penalty: 2447.580322
	Iteration 8Q: 3 clusters Score -134062.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -134106.078125 Penalty: 2447.580322
	Iteration 9Q: 3 clusters Score -134106.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -134135.593750 Penalty: 2447.580322
	Iteration 10Q: 3 clusters Score -134135.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -134151.156250 Penalty: 2447.580322
	Iteration 11Q: 3 clusters Score -134151.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -134158.187500 Penalty: 2447.580322
	Iteration 12Q: 3 clusters Score -134158.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -134160.796875 Penalty: 2447.580322
	Iteration 13Q: 3 clusters Score -134160.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -134162.312500 Penalty: 2447.580322
	Iteration 14Q: 3 clusters Score -134162.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -134169.640625 Penalty: 2447.580322
	Iteration 15Q: 3 clusters Score -134169.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -134174.609375 Penalty: 2447.580322
	Iteration 16Q: 3 clusters Score -134174.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -134177.703125 Penalty: 2447.580322
	Iteration 17Q: 3 clusters Score -134177.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -134179.421875 Penalty: 2447.580322
	Iteration 18Q: 3 clusters Score -134179.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -134179.906250 Penalty: 2447.580322
	Iteration 19Q: 3 clusters Score -134179.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -134180.312500 Penalty: 2447.580322
	Iteration 20F: 3 clusters Score -134180.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Entering Unmasked Estep 
Score: -246142.312500 Penalty: 1293.609253
	Iteration 0F: 2 clusters Score -246142.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -243515.625000 Penalty: 2587.218506
	Iteration 0F: 3 clusters Score -243515.6 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -244273.734375 Penalty: 2587.218506
	Iteration 1F: 3 clusters Score -244273.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -244469.093750 Penalty: 2587.218506
	Iteration 2F: 3 clusters Score -244469.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -244591.734375 Penalty: 2587.218506
	Iteration 3F: 3 clusters Score -244591.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -244686.093750 Penalty: 2587.218506
	Iteration 4F: 3 clusters Score -244686.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -244753.984375 Penalty: 2587.218506
	Iteration 5Q: 3 clusters Score -244754 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -244824.281250 Penalty: 2587.218506
	Iteration 6Q: 3 clusters Score -244824.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -244889.515625 Penalty: 2587.218506
	Iteration 7Q: 3 clusters Score -244889.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -244954.953125 Penalty: 2587.218506
	Iteration 8Q: 3 clusters Score -244955 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -245013.281250 Penalty: 2587.218506
	Iteration 9Q: 3 clusters Score -245013.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -245059.796875 Penalty: 2587.218506
	Iteration 10Q: 3 clusters Score -245059.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -245104.109375 Penalty: 2587.218506
	Iteration 11Q: 3 clusters Score -245104.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -245134.953125 Penalty: 2587.218506
	Iteration 12Q: 3 clusters Score -245135 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -245157.093750 Penalty: 2587.218506
	Iteration 13Q: 3 clusters Score -245157.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -245168.125000 Penalty: 2587.218506
	Iteration 14Q: 3 clusters Score -245168.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -245178.812500 Penalty: 2587.218506
	Iteration 15Q: 3 clusters Score -245178.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -245187.687500 Penalty: 2587.218506
	Iteration 16Q: 3 clusters Score -245187.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -245195.578125 Penalty: 2587.218506
	Iteration 17Q: 3 clusters Score -245195.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -245198.609375 Penalty: 2587.218506
	Iteration 18Q: 3 clusters Score -245198.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -245202.875000 Penalty: 2587.218506
	Iteration 19Q: 3 clusters Score -245202.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -245206.078125 Penalty: 2587.218506
	Iteration 20F: 3 clusters Score -245206.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -245206.156250 Penalty: 2587.218506
	Iteration 21Q: 3 clusters Score -245206.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -245206.156250 Penalty: 2587.218506
	Iteration 22F: 3 clusters Score -245206.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Entering Unmasked Estep 
Score: -395164.593750 Penalty: 1368.110107
	Iteration 0F: 2 clusters Score -395164.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -391515.937500 Penalty: 2736.220215
	Iteration 0F: 3 clusters Score -391515.9 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -392704.906250 Penalty: 2736.220215
	Iteration 1F: 3 clusters Score -392704.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -393131.468750 Penalty: 2736.220215
	Iteration 2F: 3 clusters Score -393131.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -393559.906250 Penalty: 2736.220215
	Iteration 3F: 3 clusters Score -393559.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -394004.843750 Penalty: 2736.220215
	Iteration 4F: 3 clusters Score -394004.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -394399.218750 Penalty: 2736.220215
	Iteration 5F: 3 clusters Score -394399.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -394815.000000 Penalty: 2736.220215
	Iteration 6F: 3 clusters Score -394815 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -395187.843750 Penalty: 2736.220215
	Iteration 7F: 3 clusters Score -395187.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -395517.218750 Penalty: 2736.220215
	Iteration 8Q: 3 clusters Score -395517.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -395761.500000 Penalty: 2736.220215
	Iteration 9Q: 3 clusters Score -395761.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -395882.437500 Penalty: 2736.220215
	Iteration 10Q: 3 clusters Score -395882.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -395924.218750 Penalty: 2736.220215
	Iteration 11Q: 3 clusters Score -395924.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -395950.125000 Penalty: 2736.220215
	Iteration 12Q: 3 clusters Score -395950.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -395963.531250 Penalty: 2736.220215
	Iteration 13Q: 3 clusters Score -395963.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -395977.718750 Penalty: 2736.220215
	Iteration 14Q: 3 clusters Score -395977.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -395995.125000 Penalty: 2736.220215
	Iteration 15Q: 3 clusters Score -395995.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -396005.062500 Penalty: 2736.220215
	Iteration 16Q: 3 clusters Score -396005.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -396012.062500 Penalty: 2736.220215
	Iteration 17Q: 3 clusters Score -396012.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -396015.312500 Penalty: 2736.220215
	Iteration 18Q: 3 clusters Score -396015.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -396016.031250 Penalty: 2736.220215
	Iteration 19Q: 3 clusters Score -396016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -396017.125000 Penalty: 2736.220215
	Iteration 20F: 3 clusters Score -396017.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -396017.656250 Penalty: 2736.220215
	Iteration 21Q: 3 clusters Score -396017.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -396018.218750 Penalty: 2736.220215
	Iteration 22Q: 3 clusters Score -396018.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -396018.062500 Penalty: 2736.220215
	Iteration 23Q: 3 clusters Score -396018.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -396018.062500 Penalty: 2736.220215
	Iteration 24F: 3 clusters Score -396018.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60229 members 
Mstep: Class 2 contains 20243 members 
Mstep: Class 3 contains 125171 members 
Mstep: Class 4 contains 18291 members 
Mstep: Class 5 contains 23564 members 
Mstep: Class 6 contains 51660 members 
Mstep: Class 7 contains 8877 members 
Mstep: Class 8 contains 64245 members 
Mstep: Class 9 contains 12294 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 11 contains 9062 members 
Mstep: Class 12 contains 7111 members 
Mstep: Class 13 contains 123568 members 
Mstep: Class 14 contains 57197 members 
Mstep: Class 15 contains 128342 members 
Mstep: Class 16 contains 42158 members 
Mstep: Class 17 contains 925 members 
Mstep: Class 18 contains 8459 members 
Mstep: Class 19 contains 10551 members 
Mstep: Class 20 contains 1453 members 
Mstep: Class 21 contains 1995 members 
Mstep: Class 22 contains 1049 members 
Mstep: Class 23 contains 3161 members 
Mstep: Class 24 contains 1865 members 
Mstep: Class 25 contains 2866 members 
Mstep: Class 26 contains 2722 members 
Mstep: Class 27 contains 4670 members 
Mstep: Class 28 contains 127830 members 
Mstep: Class 29 contains 15666 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 3009 members 
Mstep: Class 32 contains 1452 members 
Mstep: Class 33 contains 1952 members 
Mstep: Class 34 contains 1182 members 
Mstep: Class 35 contains 5353 members 
Mstep: Class 36 contains 3247 members 
Mstep: Class 37 contains 2165 members 
Mstep: Class 38 contains 1811 members 
Entering Unmasked Estep 
Score: -84422560.000000 Penalty: 85047.945312
Splitting cluster 26 changes total score from -84420368.000000 to -84422560.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 27 (4670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Entering Unmasked Estep 
Score: -391952.250000 Penalty: 1372.948608
	Iteration 0F: 2 clusters Score -391952.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -388259.312500 Penalty: 2745.897217
	Iteration 0F: 3 clusters Score -388259.3 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -390284.750000 Penalty: 2745.897217
	Iteration 1F: 3 clusters Score -390284.8 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -391998.375000 Penalty: 2745.897217
	Iteration 2F: 3 clusters Score -391998.4 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -393067.062500 Penalty: 2745.897217
	Iteration 3F: 3 clusters Score -393067.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -393544.781250 Penalty: 2745.897217
	Iteration 4F: 3 clusters Score -393544.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -393724.000000 Penalty: 2745.897217
	Iteration 5Q: 3 clusters Score -393724 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -393840.625000 Penalty: 2745.897217
	Iteration 6Q: 3 clusters Score -393840.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -393946.218750 Penalty: 2745.897217
	Iteration 7Q: 3 clusters Score -393946.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -394030.031250 Penalty: 2745.897217
	Iteration 8Q: 3 clusters Score -394030 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -394067.062500 Penalty: 2745.897217
	Iteration 9Q: 3 clusters Score -394067.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -394094.343750 Penalty: 2745.897217
	Iteration 10Q: 3 clusters Score -394094.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -394109.000000 Penalty: 2745.897217
	Iteration 11Q: 3 clusters Score -394109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -394115.812500 Penalty: 2745.897217
	Iteration 12Q: 3 clusters Score -394115.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -394118.968750 Penalty: 2745.897217
	Iteration 13Q: 3 clusters Score -394119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -394123.843750 Penalty: 2745.897217
	Iteration 14Q: 3 clusters Score -394123.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -394125.218750 Penalty: 2745.897217
	Iteration 15Q: 3 clusters Score -394125.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -394126.781250 Penalty: 2745.897217
	Iteration 16Q: 3 clusters Score -394126.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -394127.218750 Penalty: 2745.897217
	Iteration 17Q: 3 clusters Score -394127.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -394128.937500 Penalty: 2745.897217
	Iteration 18Q: 3 clusters Score -394128.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -394129.937500 Penalty: 2745.897217
	Iteration 19Q: 3 clusters Score -394129.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -394129.406250 Penalty: 2745.897217
	Iteration 20F: 3 clusters Score -394129.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -394130.281250 Penalty: 2745.897217
	Iteration 21Q: 3 clusters Score -394130.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -394130.031250 Penalty: 2745.897217
	Iteration 22Q: 3 clusters Score -394130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -394130.031250 Penalty: 2745.897217
	Iteration 23F: 3 clusters Score -394130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60229 members 
Mstep: Class 2 contains 20243 members 
Mstep: Class 3 contains 125171 members 
Mstep: Class 4 contains 18291 members 
Mstep: Class 5 contains 23564 members 
Mstep: Class 6 contains 51660 members 
Mstep: Class 7 contains 8877 members 
Mstep: Class 8 contains 64245 members 
Mstep: Class 9 contains 12294 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 11 contains 9062 members 
Mstep: Class 12 contains 7111 members 
Mstep: Class 13 contains 123568 members 
Mstep: Class 14 contains 57197 members 
Mstep: Class 15 contains 128342 members 
Mstep: Class 16 contains 42158 members 
Mstep: Class 17 contains 925 members 
Mstep: Class 18 contains 8459 members 
Mstep: Class 19 contains 10551 members 
Mstep: Class 20 contains 1453 members 
Mstep: Class 21 contains 1995 members 
Mstep: Class 22 contains 1049 members 
Mstep: Class 23 contains 3161 members 
Mstep: Class 24 contains 1865 members 
Mstep: Class 25 contains 2866 members 
Mstep: Class 26 contains 2722 members 
Mstep: Class 27 contains 3819 members 
Mstep: Class 28 contains 127830 members 
Mstep: Class 29 contains 15666 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 3009 members 
Mstep: Class 32 contains 1452 members 
Mstep: Class 33 contains 1952 members 
Mstep: Class 34 contains 1182 members 
Mstep: Class 35 contains 5353 members 
Mstep: Class 36 contains 3247 members 
Mstep: Class 37 contains 2165 members 
Mstep: Class 38 contains 1811 members 
Mstep: Class 39 contains 851 members 
Entering Unmasked Estep 
Score: -84423952.000000 Penalty: 87286.046875
Splitting cluster 27 changes total score from -84420368.000000 to -84423952.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 28 (127830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127830 members 
Entering Unmasked Estep 
Score: -12103001.000000 Penalty: 1910.749146
	Iteration 0F: 2 clusters Score -1.2103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63873 members 
Mstep: Class 2 contains 63957 members 
Entering Unmasked Estep 
Score: -12017490.000000 Penalty: 3821.498291
	Iteration 0F: 3 clusters Score -1.201749e+07 nChanged 61766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64729 members 
Mstep: Class 2 contains 63101 members 
Entering Unmasked Estep 
Score: -12052942.000000 Penalty: 3821.498291
	Iteration 1F: 3 clusters Score -1.205294e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65122 members 
Mstep: Class 2 contains 62708 members 
Entering Unmasked Estep 
Score: -12053544.000000 Penalty: 3821.498291
	Iteration 2Q: 3 clusters Score -1.205354e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65790 members 
Mstep: Class 2 contains 62040 members 
Entering Unmasked Estep 
Score: -12054290.000000 Penalty: 3821.498291
	Iteration 3Q: 3 clusters Score -1.205429e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66735 members 
Mstep: Class 2 contains 61095 members 
Entering Unmasked Estep 
Score: -12055351.000000 Penalty: 3821.498291
	Iteration 4Q: 3 clusters Score -1.205535e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68273 members 
Mstep: Class 2 contains 59557 members 
Entering Unmasked Estep 
Score: -12056431.000000 Penalty: 3821.498291
	Iteration 5Q: 3 clusters Score -1.205643e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70808 members 
Mstep: Class 2 contains 57022 members 
Entering Unmasked Estep 
Score: -12058079.000000 Penalty: 3821.498291
	Iteration 6Q: 3 clusters Score -1.205808e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74762 members 
Mstep: Class 2 contains 53068 members 
Entering Unmasked Estep 
Score: -12060553.000000 Penalty: 3821.498291
	Iteration 7Q: 3 clusters Score -1.206055e+07 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80533 members 
Mstep: Class 2 contains 47297 members 
Entering Unmasked Estep 
Score: -12064328.000000 Penalty: 3821.498291
	Iteration 8F: 3 clusters Score -1.206433e+07 nChanged 8596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88199 members 
Mstep: Class 2 contains 39631 members 
Entering Unmasked Estep 
Score: -12070444.000000 Penalty: 3821.498291
	Iteration 9F: 3 clusters Score -1.207044e+07 nChanged 9534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97177 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -12078563.000000 Penalty: 3821.498291
	Iteration 10F: 3 clusters Score -1.207856e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105832 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -12086870.000000 Penalty: 3821.498291
	Iteration 11F: 3 clusters Score -1.208687e+07 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112534 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -12093169.000000 Penalty: 3821.498291
	Iteration 12F: 3 clusters Score -1.209317e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117141 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -12097177.000000 Penalty: 3821.498291
	Iteration 13Q: 3 clusters Score -1.209718e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120155 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -12099551.000000 Penalty: 3821.498291
	Iteration 14Q: 3 clusters Score -1.209955e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122112 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -12100927.000000 Penalty: 3821.498291
	Iteration 15Q: 3 clusters Score -1.210093e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123375 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -12101811.000000 Penalty: 3821.498291
	Iteration 16Q: 3 clusters Score -1.210181e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124243 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -12102329.000000 Penalty: 3821.498291
	Iteration 17Q: 3 clusters Score -1.210233e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124820 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -12102687.000000 Penalty: 3821.498291
	Iteration 18Q: 3 clusters Score -1.210269e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125219 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -12102840.000000 Penalty: 3821.498291
	Iteration 19Q: 3 clusters Score -1.210284e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125490 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -12102986.000000 Penalty: 3821.498291
	Iteration 20F: 3 clusters Score -1.210299e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125685 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -12103050.000000 Penalty: 3821.498291
	Iteration 21Q: 3 clusters Score -1.210305e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125826 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -12103073.000000 Penalty: 3821.498291
	Iteration 22Q: 3 clusters Score -1.210307e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125927 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -12103108.000000 Penalty: 3821.498291
	Iteration 23Q: 3 clusters Score -1.210311e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126003 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -12103153.000000 Penalty: 3821.498291
	Iteration 24Q: 3 clusters Score -1.210315e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126054 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -12103159.000000 Penalty: 3821.498291
	Iteration 25Q: 3 clusters Score -1.210316e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126087 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -12103177.000000 Penalty: 3821.498291
	Iteration 26Q: 3 clusters Score -1.210318e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126121 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -12103197.000000 Penalty: 3821.498291
	Iteration 27Q: 3 clusters Score -1.21032e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126148 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -12103189.000000 Penalty: 3821.498291
	Iteration 28Q: 3 clusters Score -1.210319e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126166 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -12103189.000000 Penalty: 3821.498291
	Iteration 29Q: 3 clusters Score -1.210319e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126178 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -12103208.000000 Penalty: 3821.498291
	Iteration 30Q: 3 clusters Score -1.210321e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126191 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -12103224.000000 Penalty: 3821.498291
	Iteration 31Q: 3 clusters Score -1.210322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126198 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -12103219.000000 Penalty: 3821.498291
	Iteration 32Q: 3 clusters Score -1.210322e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126206 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -12103216.000000 Penalty: 3821.498291
	Iteration 33Q: 3 clusters Score -1.210322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126210 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -12103213.000000 Penalty: 3821.498291
	Iteration 34Q: 3 clusters Score -1.210321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126212 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -12103209.000000 Penalty: 3821.498291
	Iteration 35Q: 3 clusters Score -1.210321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126215 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -12103212.000000 Penalty: 3821.498291
	Iteration 36Q: 3 clusters Score -1.210321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126219 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -12103218.000000 Penalty: 3821.498291
	Iteration 37Q: 3 clusters Score -1.210322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126221 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -12103218.000000 Penalty: 3821.498291
	Iteration 38Q: 3 clusters Score -1.210322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126224 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -12103220.000000 Penalty: 3821.498291
	Iteration 39Q: 3 clusters Score -1.210322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126229 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -12103217.000000 Penalty: 3821.498291
	Iteration 40F: 3 clusters Score -1.210322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126235 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -12103218.000000 Penalty: 3821.498291
	Iteration 41Q: 3 clusters Score -1.210322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126240 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -12103211.000000 Penalty: 3821.498291
	Iteration 42Q: 3 clusters Score -1.210321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126243 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -12103214.000000 Penalty: 3821.498291
	Iteration 43Q: 3 clusters Score -1.210321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126247 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -12103221.000000 Penalty: 3821.498291
	Iteration 44Q: 3 clusters Score -1.210322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126249 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -12103220.000000 Penalty: 3821.498291
	Iteration 45Q: 3 clusters Score -1.210322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126252 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -12103218.000000 Penalty: 3821.498291
	Iteration 46Q: 3 clusters Score -1.210322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126256 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -12103224.000000 Penalty: 3821.498291
	Iteration 47Q: 3 clusters Score -1.210322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126259 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -12103227.000000 Penalty: 3821.498291
	Iteration 48Q: 3 clusters Score -1.210323e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126259 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -12103227.000000 Penalty: 3821.498291
	Iteration 49F: 3 clusters Score -1.210323e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60229 members 
Mstep: Class 2 contains 20243 members 
Mstep: Class 3 contains 125171 members 
Mstep: Class 4 contains 18291 members 
Mstep: Class 5 contains 23564 members 
Mstep: Class 6 contains 51660 members 
Mstep: Class 7 contains 8877 members 
Mstep: Class 8 contains 64245 members 
Mstep: Class 9 contains 12294 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 11 contains 9062 members 
Mstep: Class 12 contains 7111 members 
Mstep: Class 13 contains 123568 members 
Mstep: Class 14 contains 57197 members 
Mstep: Class 15 contains 128342 members 
Mstep: Class 16 contains 42158 members 
Mstep: Class 17 contains 925 members 
Mstep: Class 18 contains 8459 members 
Mstep: Class 19 contains 10551 members 
Mstep: Class 20 contains 1453 members 
Mstep: Class 21 contains 1995 members 
Mstep: Class 22 contains 1049 members 
Mstep: Class 23 contains 3161 members 
Mstep: Class 24 contains 1865 members 
Mstep: Class 25 contains 2866 members 
Mstep: Class 26 contains 2722 members 
Mstep: Class 27 contains 3819 members 
Mstep: Class 28 contains 126259 members 
Mstep: Class 29 contains 15666 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 3009 members 
Mstep: Class 32 contains 1452 members 
Mstep: Class 33 contains 1952 members 
Mstep: Class 34 contains 1182 members 
Mstep: Class 35 contains 5353 members 
Mstep: Class 36 contains 3247 members 
Mstep: Class 37 contains 2165 members 
Mstep: Class 38 contains 1811 members 
Mstep: Class 39 contains 851 members 
Mstep: Class 40 contains 1571 members 
Entering Unmasked Estep 
Score: -84422768.000000 Penalty: 89524.148438
Splitting cluster 28 changes total score from -84420368.000000 to -84422768.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 29 (15666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Entering Unmasked Estep 
Score: -1394926.625000 Penalty: 1569.627808
	Iteration 0F: 2 clusters Score -1394927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1384246.500000 Penalty: 3139.255615
	Iteration 0F: 3 clusters Score -1384246 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1388089.375000 Penalty: 3139.255615
	Iteration 1F: 3 clusters Score -1388089 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1388508.125000 Penalty: 3139.255615
	Iteration 2F: 3 clusters Score -1388508 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1389012.000000 Penalty: 3139.255615
	Iteration 3F: 3 clusters Score -1389012 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1389608.625000 Penalty: 3139.255615
	Iteration 4F: 3 clusters Score -1389609 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1390284.250000 Penalty: 3139.255615
	Iteration 5F: 3 clusters Score -1390284 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1390949.250000 Penalty: 3139.255615
	Iteration 6F: 3 clusters Score -1390949 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1391471.625000 Penalty: 3139.255615
	Iteration 7F: 3 clusters Score -1391472 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1391916.250000 Penalty: 3139.255615
	Iteration 8Q: 3 clusters Score -1391916 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1392348.125000 Penalty: 3139.255615
	Iteration 9Q: 3 clusters Score -1392348 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1392678.250000 Penalty: 3139.255615
	Iteration 10Q: 3 clusters Score -1392678 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1392983.375000 Penalty: 3139.255615
	Iteration 11Q: 3 clusters Score -1392983 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1393238.125000 Penalty: 3139.255615
	Iteration 12Q: 3 clusters Score -1393238 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1393436.750000 Penalty: 3139.255615
	Iteration 13Q: 3 clusters Score -1393437 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1393592.250000 Penalty: 3139.255615
	Iteration 14Q: 3 clusters Score -1393592 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1393691.125000 Penalty: 3139.255615
	Iteration 15Q: 3 clusters Score -1393691 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1393774.875000 Penalty: 3139.255615
	Iteration 16Q: 3 clusters Score -1393775 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1393829.875000 Penalty: 3139.255615
	Iteration 17Q: 3 clusters Score -1393830 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1393880.750000 Penalty: 3139.255615
	Iteration 18Q: 3 clusters Score -1393881 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1393918.625000 Penalty: 3139.255615
	Iteration 19Q: 3 clusters Score -1393919 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1393948.875000 Penalty: 3139.255615
	Iteration 20F: 3 clusters Score -1393949 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1393969.250000 Penalty: 3139.255615
	Iteration 21Q: 3 clusters Score -1393969 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1393997.875000 Penalty: 3139.255615
	Iteration 22Q: 3 clusters Score -1393998 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1394014.500000 Penalty: 3139.255615
	Iteration 23Q: 3 clusters Score -1394014 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1394032.000000 Penalty: 3139.255615
	Iteration 24Q: 3 clusters Score -1394032 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1394048.625000 Penalty: 3139.255615
	Iteration 25Q: 3 clusters Score -1394049 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1394075.375000 Penalty: 3139.255615
	Iteration 26Q: 3 clusters Score -1394075 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1394087.625000 Penalty: 3139.255615
	Iteration 27Q: 3 clusters Score -1394088 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1394102.250000 Penalty: 3139.255615
	Iteration 28Q: 3 clusters Score -1394102 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1394121.000000 Penalty: 3139.255615
	Iteration 29Q: 3 clusters Score -1394121 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1394131.125000 Penalty: 3139.255615
	Iteration 30Q: 3 clusters Score -1394131 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1394143.000000 Penalty: 3139.255615
	Iteration 31Q: 3 clusters Score -1394143 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1394150.375000 Penalty: 3139.255615
	Iteration 32Q: 3 clusters Score -1394150 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1394154.000000 Penalty: 3139.255615
	Iteration 33Q: 3 clusters Score -1394154 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1394164.125000 Penalty: 3139.255615
	Iteration 34Q: 3 clusters Score -1394164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1394169.625000 Penalty: 3139.255615
	Iteration 35Q: 3 clusters Score -1394170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1394175.500000 Penalty: 3139.255615
	Iteration 36Q: 3 clusters Score -1394176 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1394181.250000 Penalty: 3139.255615
	Iteration 37Q: 3 clusters Score -1394181 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1394190.375000 Penalty: 3139.255615
	Iteration 38Q: 3 clusters Score -1394190 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1394201.000000 Penalty: 3139.255615
	Iteration 39Q: 3 clusters Score -1394201 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1394208.750000 Penalty: 3139.255615
	Iteration 40F: 3 clusters Score -1394209 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1394213.250000 Penalty: 3139.255615
	Iteration 41Q: 3 clusters Score -1394213 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1394223.250000 Penalty: 3139.255615
	Iteration 42Q: 3 clusters Score -1394223 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1394231.875000 Penalty: 3139.255615
	Iteration 43Q: 3 clusters Score -1394232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1394240.625000 Penalty: 3139.255615
	Iteration 44Q: 3 clusters Score -1394241 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1394246.375000 Penalty: 3139.255615
	Iteration 45Q: 3 clusters Score -1394246 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1394251.625000 Penalty: 3139.255615
	Iteration 46Q: 3 clusters Score -1394252 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1394263.500000 Penalty: 3139.255615
	Iteration 47Q: 3 clusters Score -1394264 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1394269.125000 Penalty: 3139.255615
	Iteration 48Q: 3 clusters Score -1394269 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1394278.625000 Penalty: 3139.255615
	Iteration 49Q: 3 clusters Score -1394279 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1394291.125000 Penalty: 3139.255615
	Iteration 50Q: 3 clusters Score -1394291 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1394306.750000 Penalty: 3139.255615
	Iteration 51Q: 3 clusters Score -1394307 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1394318.375000 Penalty: 3139.255615
	Iteration 52Q: 3 clusters Score -1394318 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1394335.250000 Penalty: 3139.255615
	Iteration 53Q: 3 clusters Score -1394335 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1394351.250000 Penalty: 3139.255615
	Iteration 54Q: 3 clusters Score -1394351 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1394375.000000 Penalty: 3139.255615
	Iteration 55Q: 3 clusters Score -1394375 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1394392.125000 Penalty: 3139.255615
	Iteration 56Q: 3 clusters Score -1394392 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1394416.250000 Penalty: 3139.255615
	Iteration 57Q: 3 clusters Score -1394416 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1394429.500000 Penalty: 3139.255615
	Iteration 58Q: 3 clusters Score -1394430 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1394449.125000 Penalty: 3139.255615
	Iteration 59Q: 3 clusters Score -1394449 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1394465.375000 Penalty: 3139.255615
	Iteration 60F: 3 clusters Score -1394465 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1394489.125000 Penalty: 3139.255615
	Iteration 61Q: 3 clusters Score -1394489 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1394504.000000 Penalty: 3139.255615
	Iteration 62Q: 3 clusters Score -1394504 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1394511.500000 Penalty: 3139.255615
	Iteration 63Q: 3 clusters Score -1394512 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1394517.625000 Penalty: 3139.255615
	Iteration 64Q: 3 clusters Score -1394518 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1394528.250000 Penalty: 3139.255615
	Iteration 65Q: 3 clusters Score -1394528 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1394537.875000 Penalty: 3139.255615
	Iteration 66Q: 3 clusters Score -1394538 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1394542.625000 Penalty: 3139.255615
	Iteration 67Q: 3 clusters Score -1394543 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1394550.875000 Penalty: 3139.255615
	Iteration 68Q: 3 clusters Score -1394551 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1394546.000000 Penalty: 3139.255615
	Iteration 69Q: 3 clusters Score -1394546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1394550.750000 Penalty: 3139.255615
	Iteration 70Q: 3 clusters Score -1394551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1394553.250000 Penalty: 3139.255615
	Iteration 71Q: 3 clusters Score -1394553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1394554.250000 Penalty: 3139.255615
	Iteration 72Q: 3 clusters Score -1394554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1394555.250000 Penalty: 3139.255615
	Iteration 73Q: 3 clusters Score -1394555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1394557.250000 Penalty: 3139.255615
	Iteration 74Q: 3 clusters Score -1394557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1394554.125000 Penalty: 3139.255615
	Iteration 75Q: 3 clusters Score -1394554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1394554.750000 Penalty: 3139.255615
	Iteration 76Q: 3 clusters Score -1394555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1394554.625000 Penalty: 3139.255615
	Iteration 77Q: 3 clusters Score -1394555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1394554.875000 Penalty: 3139.255615
	Iteration 78Q: 3 clusters Score -1394555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1394554.875000 Penalty: 3139.255615
	Iteration 79F: 3 clusters Score -1394555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Entering Unmasked Estep 
Score: -137107.546875 Penalty: 1234.086914
	Iteration 0F: 2 clusters Score -137107.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -135084.953125 Penalty: 2468.173828
	Iteration 0F: 3 clusters Score -135085 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -135986.890625 Penalty: 2468.173828
	Iteration 1F: 3 clusters Score -135986.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -136524.328125 Penalty: 2468.173828
	Iteration 2F: 3 clusters Score -136524.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -136762.468750 Penalty: 2468.173828
	Iteration 3F: 3 clusters Score -136762.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -136931.140625 Penalty: 2468.173828
	Iteration 4F: 3 clusters Score -136931.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -137034.328125 Penalty: 2468.173828
	Iteration 5Q: 3 clusters Score -137034.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -137109.562500 Penalty: 2468.173828
	Iteration 6Q: 3 clusters Score -137109.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -137153.000000 Penalty: 2468.173828
	Iteration 7Q: 3 clusters Score -137153 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -137200.296875 Penalty: 2468.173828
	Iteration 8Q: 3 clusters Score -137200.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -137228.171875 Penalty: 2468.173828
	Iteration 9Q: 3 clusters Score -137228.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -137265.250000 Penalty: 2468.173828
	Iteration 10Q: 3 clusters Score -137265.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -137297.921875 Penalty: 2468.173828
	Iteration 11Q: 3 clusters Score -137297.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -137332.906250 Penalty: 2468.173828
	Iteration 12Q: 3 clusters Score -137332.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -137353.937500 Penalty: 2468.173828
	Iteration 13Q: 3 clusters Score -137353.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -137370.781250 Penalty: 2468.173828
	Iteration 14Q: 3 clusters Score -137370.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -137388.125000 Penalty: 2468.173828
	Iteration 15Q: 3 clusters Score -137388.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -137407.218750 Penalty: 2468.173828
	Iteration 16Q: 3 clusters Score -137407.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -137419.703125 Penalty: 2468.173828
	Iteration 17Q: 3 clusters Score -137419.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -137433.343750 Penalty: 2468.173828
	Iteration 18Q: 3 clusters Score -137433.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -137443.390625 Penalty: 2468.173828
	Iteration 19Q: 3 clusters Score -137443.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -137462.843750 Penalty: 2468.173828
	Iteration 20F: 3 clusters Score -137462.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -137505.781250 Penalty: 2468.173828
	Iteration 21Q: 3 clusters Score -137505.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -137595.640625 Penalty: 2468.173828
	Iteration 22Q: 3 clusters Score -137595.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -137610.109375 Penalty: 2468.173828
	Iteration 23Q: 3 clusters Score -137610.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -137613.250000 Penalty: 2468.173828
	Iteration 24Q: 3 clusters Score -137613.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -137615.703125 Penalty: 2468.173828
	Iteration 25Q: 3 clusters Score -137615.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -137618.937500 Penalty: 2468.173828
	Iteration 26Q: 3 clusters Score -137618.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -137620.093750 Penalty: 2468.173828
	Iteration 27Q: 3 clusters Score -137620.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -137620.093750 Penalty: 2468.173828
	Iteration 28F: 3 clusters Score -137620.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60229 members 
Mstep: Class 2 contains 20243 members 
Mstep: Class 3 contains 125171 members 
Mstep: Class 4 contains 18291 members 
Mstep: Class 5 contains 23564 members 
Mstep: Class 6 contains 51660 members 
Mstep: Class 7 contains 8877 members 
Mstep: Class 8 contains 64245 members 
Mstep: Class 9 contains 12294 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 11 contains 9062 members 
Mstep: Class 12 contains 7111 members 
Mstep: Class 13 contains 123568 members 
Mstep: Class 14 contains 57197 members 
Mstep: Class 15 contains 128342 members 
Mstep: Class 16 contains 42158 members 
Mstep: Class 17 contains 925 members 
Mstep: Class 18 contains 8459 members 
Mstep: Class 19 contains 10551 members 
Mstep: Class 20 contains 1453 members 
Mstep: Class 21 contains 1995 members 
Mstep: Class 22 contains 1049 members 
Mstep: Class 23 contains 3161 members 
Mstep: Class 24 contains 1865 members 
Mstep: Class 25 contains 2866 members 
Mstep: Class 26 contains 2722 members 
Mstep: Class 27 contains 3819 members 
Mstep: Class 28 contains 126259 members 
Mstep: Class 29 contains 15666 members 
Mstep: Class 30 contains 1427 members 
Mstep: Class 31 contains 3009 members 
Mstep: Class 32 contains 1452 members 
Mstep: Class 33 contains 1952 members 
Mstep: Class 34 contains 1182 members 
Mstep: Class 35 contains 5353 members 
Mstep: Class 36 contains 3247 members 
Mstep: Class 37 contains 2165 members 
Mstep: Class 38 contains 1811 members 
Mstep: Class 39 contains 851 members 
Mstep: Class 40 contains 1571 members 
Mstep: Class 41 contains 560 members 
Entering Unmasked Estep 
Score: -84422296.000000 Penalty: 91762.257812
Splitting cluster 30 changes total score from -84420368.000000 to -84422296.000000
So it's getting split into cluster 41.
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60229 members 
Mstep: Class 2 contains 20243 members 
Mstep: Class 3 contains 125171 members 
Mstep: Class 4 contains 18291 members 
Mstep: Class 5 contains 23564 members 
Mstep: Class 6 contains 51660 members 
Mstep: Class 7 contains 8877 members 
Mstep: Class 8 contains 64245 members 
Mstep: Class 9 contains 12294 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 11 contains 9062 members 
Mstep: Class 12 contains 7111 members 
Mstep: Class 13 contains 123568 members 
Mstep: Class 14 contains 57197 members 
Mstep: Class 15 contains 128342 members 
Mstep: Class 16 contains 42158 members 
Mstep: Class 17 contains 925 members 
Mstep: Class 18 contains 8459 members 
Mstep: Class 19 contains 10551 members 
Mstep: Class 20 contains 1453 members 
Mstep: Class 21 contains 1995 members 
Mstep: Class 22 contains 1049 members 
Mstep: Class 23 contains 3161 members 
Mstep: Class 24 contains 1865 members 
Mstep: Class 25 contains 2866 members 
Mstep: Class 26 contains 2722 members 
Mstep: Class 27 contains 3819 members 
Mstep: Class 28 contains 126259 members 
Mstep: Class 29 contains 15666 members 
Mstep: Class 30 contains 1427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84425960.000000 Penalty: 91762.257812
Iteration 79Q: 42 clusters Score -8.442596e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60251 members 
Mstep: Class 2 contains 20384 members 
Mstep: Class 3 contains 125276 members 
Mstep: Class 4 contains 18303 members 
Mstep: Class 5 contains 23670 members 
Mstep: Class 6 contains 51656 members 
Mstep: Class 7 contains 8755 members 
Mstep: Class 8 contains 64058 members 
Mstep: Class 9 contains 12219 members 
Mstep: Class 10 contains 971 members 
Mstep: Class 11 contains 9059 members 
Mstep: Class 12 contains 7446 members 
Mstep: Class 13 contains 123404 members 
Mstep: Class 14 contains 57228 members 
Mstep: Class 15 contains 128414 members 
Mstep: Class 16 contains 42163 members 
Mstep: Class 17 contains 1062 members 
Mstep: Class 18 contains 8890 members 
Mstep: Class 19 contains 10625 members 
Mstep: Class 20 contains 1513 members 
Mstep: Class 21 contains 1994 members 
Mstep: Class 22 contains 1107 members 
Mstep: Class 23 contains 3166 members 
Mstep: Class 24 contains 1901 members 
Mstep: Class 25 contains 2871 members 
Mstep: Class 26 contains 2820 members 
Mstep: Class 27 contains 3952 members 
Mstep: Class 28 contains 126223 members 
Mstep: Class 29 contains 15675 members 
Mstep: Class 30 contains 1465 members 
Mstep: Class 31 contains 2870 members 
Mstep: Class 32 contains 1425 members 
Mstep: Class 33 contains 1890 members 
Mstep: Class 34 contains 1134 members 
Mstep: Class 35 contains 4703 members 
Mstep: Class 36 contains 3015 members 
Mstep: Class 37 contains 2131 members 
Mstep: Class 38 contains 1712 members 
Mstep: Class 39 contains 782 members 
Mstep: Class 40 contains 1588 members 
Mstep: Class 41 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84431048.000000 Penalty: 91762.257812
Iteration 80F: 42 clusters Score -8.443105e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60239 members 
Mstep: Class 2 contains 20367 members 
Mstep: Class 3 contains 125039 members 
Mstep: Class 4 contains 18244 members 
Mstep: Class 5 contains 23538 members 
Mstep: Class 6 contains 51654 members 
Mstep: Class 7 contains 8584 members 
Mstep: Class 8 contains 63939 members 
Mstep: Class 9 contains 12101 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 9055 members 
Mstep: Class 12 contains 7614 members 
Mstep: Class 13 contains 123302 members 
Mstep: Class 14 contains 57206 members 
Mstep: Class 15 contains 128287 members 
Mstep: Class 16 contains 42155 members 
Mstep: Class 17 contains 1163 members 
Mstep: Class 18 contains 9084 members 
Mstep: Class 19 contains 10568 members 
Mstep: Class 20 contains 1532 members 
Mstep: Class 21 contains 1988 members 
Mstep: Class 22 contains 1112 members 
Mstep: Class 23 contains 3165 members 
Mstep: Class 24 contains 1836 members 
Mstep: Class 25 contains 2807 members 
Mstep: Class 26 contains 2838 members 
Mstep: Class 27 contains 3908 members 
Mstep: Class 28 contains 125832 members 
Mstep: Class 29 contains 15667 members 
Mstep: Class 30 contains 1433 members 
Mstep: Class 31 contains 3224 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 2054 members 
Mstep: Class 34 contains 1188 members 
Mstep: Class 35 contains 4839 members 
Mstep: Class 36 contains 3123 members 
Mstep: Class 37 contains 2170 members 
Mstep: Class 38 contains 1708 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 1918 members 
Mstep: Class 41 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84433344.000000 Penalty: 91762.257812
Iteration 81Q: 42 clusters Score -8.443334e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60222 members 
Mstep: Class 2 contains 20388 members 
Mstep: Class 3 contains 124831 members 
Mstep: Class 4 contains 18221 members 
Mstep: Class 5 contains 23427 members 
Mstep: Class 6 contains 51644 members 
Mstep: Class 7 contains 8468 members 
Mstep: Class 8 contains 63881 members 
Mstep: Class 9 contains 11973 members 
Mstep: Class 10 contains 992 members 
Mstep: Class 11 contains 9048 members 
Mstep: Class 12 contains 7729 members 
Mstep: Class 13 contains 123231 members 
Mstep: Class 14 contains 57182 members 
Mstep: Class 15 contains 128198 members 
Mstep: Class 16 contains 42153 members 
Mstep: Class 17 contains 1289 members 
Mstep: Class 18 contains 9261 members 
Mstep: Class 19 contains 10523 members 
Mstep: Class 20 contains 1544 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 1121 members 
Mstep: Class 23 contains 3166 members 
Mstep: Class 24 contains 1814 members 
Mstep: Class 25 contains 2752 members 
Mstep: Class 26 contains 2852 members 
Mstep: Class 27 contains 3894 members 
Mstep: Class 28 contains 125525 members 
Mstep: Class 29 contains 15660 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 3513 members 
Mstep: Class 32 contains 1479 members 
Mstep: Class 33 contains 2159 members 
Mstep: Class 34 contains 1211 members 
Mstep: Class 35 contains 4950 members 
Mstep: Class 36 contains 3197 members 
Mstep: Class 37 contains 2179 members 
Mstep: Class 38 contains 1700 members 
Mstep: Class 39 contains 765 members 
Mstep: Class 40 contains 2133 members 
Mstep: Class 41 contains 653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84434632.000000 Penalty: 91762.257812
Iteration 82Q: 42 clusters Score -8.443463e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60210 members 
Mstep: Class 2 contains 20424 members 
Mstep: Class 3 contains 124666 members 
Mstep: Class 4 contains 18225 members 
Mstep: Class 5 contains 23337 members 
Mstep: Class 6 contains 51627 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 63845 members 
Mstep: Class 9 contains 11863 members 
Mstep: Class 10 contains 995 members 
Mstep: Class 11 contains 9034 members 
Mstep: Class 12 contains 7831 members 
Mstep: Class 13 contains 123151 members 
Mstep: Class 14 contains 57182 members 
Mstep: Class 15 contains 128100 members 
Mstep: Class 16 contains 42155 members 
Mstep: Class 17 contains 1378 members 
Mstep: Class 18 contains 9443 members 
Mstep: Class 19 contains 10497 members 
Mstep: Class 20 contains 1551 members 
Mstep: Class 21 contains 1981 members 
Mstep: Class 22 contains 1130 members 
Mstep: Class 23 contains 3169 members 
Mstep: Class 24 contains 1815 members 
Mstep: Class 25 contains 2728 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 3883 members 
Mstep: Class 28 contains 125265 members 
Mstep: Class 29 contains 15661 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 3750 members 
Mstep: Class 32 contains 1495 members 
Mstep: Class 33 contains 2242 members 
Mstep: Class 34 contains 1226 members 
Mstep: Class 35 contains 5021 members 
Mstep: Class 36 contains 3255 members 
Mstep: Class 37 contains 2178 members 
Mstep: Class 38 contains 1700 members 
Mstep: Class 39 contains 763 members 
Mstep: Class 40 contains 2263 members 
Mstep: Class 41 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84434816.000000 Penalty: 91762.257812
Iteration 83Q: 42 clusters Score -8.443482e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60196 members 
Mstep: Class 2 contains 20453 members 
Mstep: Class 3 contains 124604 members 
Mstep: Class 4 contains 18231 members 
Mstep: Class 5 contains 23248 members 
Mstep: Class 6 contains 51607 members 
Mstep: Class 7 contains 8293 members 
Mstep: Class 8 contains 63806 members 
Mstep: Class 9 contains 11747 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 9023 members 
Mstep: Class 12 contains 7903 members 
Mstep: Class 13 contains 123078 members 
Mstep: Class 14 contains 57180 members 
Mstep: Class 15 contains 128041 members 
Mstep: Class 16 contains 42158 members 
Mstep: Class 17 contains 1415 members 
Mstep: Class 18 contains 9584 members 
Mstep: Class 19 contains 10475 members 
Mstep: Class 20 contains 1554 members 
Mstep: Class 21 contains 1979 members 
Mstep: Class 22 contains 1140 members 
Mstep: Class 23 contains 3178 members 
Mstep: Class 24 contains 1796 members 
Mstep: Class 25 contains 2718 members 
Mstep: Class 26 contains 2875 members 
Mstep: Class 27 contains 3883 members 
Mstep: Class 28 contains 125077 members 
Mstep: Class 29 contains 15660 members 
Mstep: Class 30 contains 1383 members 
Mstep: Class 31 contains 3950 members 
Mstep: Class 32 contains 1512 members 
Mstep: Class 33 contains 2329 members 
Mstep: Class 34 contains 1237 members 
Mstep: Class 35 contains 5089 members 
Mstep: Class 36 contains 3310 members 
Mstep: Class 37 contains 2177 members 
Mstep: Class 38 contains 1699 members 
Mstep: Class 39 contains 749 members 
Mstep: Class 40 contains 2322 members 
Mstep: Class 41 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84435104.000000 Penalty: 91762.257812
Iteration 84Q: 42 clusters Score -8.44351e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60184 members 
Mstep: Class 2 contains 20477 members 
Mstep: Class 3 contains 124516 members 
Mstep: Class 4 contains 18245 members 
Mstep: Class 5 contains 23173 members 
Mstep: Class 6 contains 51579 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 63793 members 
Mstep: Class 9 contains 11666 members 
Mstep: Class 10 contains 999 members 
Mstep: Class 11 contains 9018 members 
Mstep: Class 12 contains 7966 members 
Mstep: Class 13 contains 123006 members 
Mstep: Class 14 contains 57176 members 
Mstep: Class 15 contains 127986 members 
Mstep: Class 16 contains 42160 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 9706 members 
Mstep: Class 19 contains 10447 members 
Mstep: Class 20 contains 1559 members 
Mstep: Class 21 contains 1979 members 
Mstep: Class 22 contains 1142 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 1799 members 
Mstep: Class 25 contains 2712 members 
Mstep: Class 26 contains 2887 members 
Mstep: Class 27 contains 3894 members 
Mstep: Class 28 contains 124918 members 
Mstep: Class 29 contains 15654 members 
Mstep: Class 30 contains 1376 members 
Mstep: Class 31 contains 4128 members 
Mstep: Class 32 contains 1522 members 
Mstep: Class 33 contains 2408 members 
Mstep: Class 34 contains 1247 members 
Mstep: Class 35 contains 5154 members 
Mstep: Class 36 contains 3348 members 
Mstep: Class 37 contains 2177 members 
Mstep: Class 38 contains 1703 members 
Mstep: Class 39 contains 739 members 
Mstep: Class 40 contains 2355 members 
Mstep: Class 41 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84435608.000000 Penalty: 91762.257812
Iteration 85Q: 42 clusters Score -8.443561e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60175 members 
Mstep: Class 2 contains 20498 members 
Mstep: Class 3 contains 124419 members 
Mstep: Class 4 contains 18251 members 
Mstep: Class 5 contains 23094 members 
Mstep: Class 6 contains 51558 members 
Mstep: Class 7 contains 8165 members 
Mstep: Class 8 contains 63803 members 
Mstep: Class 9 contains 11631 members 
Mstep: Class 10 contains 1001 members 
Mstep: Class 11 contains 9004 members 
Mstep: Class 12 contains 8016 members 
Mstep: Class 13 contains 122974 members 
Mstep: Class 14 contains 57152 members 
Mstep: Class 15 contains 127935 members 
Mstep: Class 16 contains 42163 members 
Mstep: Class 17 contains 1449 members 
Mstep: Class 18 contains 9827 members 
Mstep: Class 19 contains 10418 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 1979 members 
Mstep: Class 22 contains 1145 members 
Mstep: Class 23 contains 3189 members 
Mstep: Class 24 contains 1806 members 
Mstep: Class 25 contains 2713 members 
Mstep: Class 26 contains 2900 members 
Mstep: Class 27 contains 3916 members 
Mstep: Class 28 contains 124803 members 
Mstep: Class 29 contains 15648 members 
Mstep: Class 30 contains 1375 members 
Mstep: Class 31 contains 4270 members 
Mstep: Class 32 contains 1529 members 
Mstep: Class 33 contains 2479 members 
Mstep: Class 34 contains 1255 members 
Mstep: Class 35 contains 5177 members 
Mstep: Class 36 contains 3386 members 
Mstep: Class 37 contains 2175 members 
Mstep: Class 38 contains 1703 members 
Mstep: Class 39 contains 727 members 
Mstep: Class 40 contains 2373 members 
Mstep: Class 41 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84435912.000000 Penalty: 91762.257812
Iteration 86Q: 42 clusters Score -8.443591e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60173 members 
Mstep: Class 2 contains 20525 members 
Mstep: Class 3 contains 124336 members 
Mstep: Class 4 contains 18268 members 
Mstep: Class 5 contains 23035 members 
Mstep: Class 6 contains 51534 members 
Mstep: Class 7 contains 8112 members 
Mstep: Class 8 contains 63825 members 
Mstep: Class 9 contains 11614 members 
Mstep: Class 10 contains 1001 members 
Mstep: Class 11 contains 9001 members 
Mstep: Class 12 contains 8050 members 
Mstep: Class 13 contains 122924 members 
Mstep: Class 14 contains 57132 members 
Mstep: Class 15 contains 127895 members 
Mstep: Class 16 contains 42165 members 
Mstep: Class 17 contains 1453 members 
Mstep: Class 18 contains 9917 members 
Mstep: Class 19 contains 10390 members 
Mstep: Class 20 contains 1574 members 
Mstep: Class 21 contains 1980 members 
Mstep: Class 22 contains 1147 members 
Mstep: Class 23 contains 3193 members 
Mstep: Class 24 contains 1801 members 
Mstep: Class 25 contains 2713 members 
Mstep: Class 26 contains 2908 members 
Mstep: Class 27 contains 3931 members 
Mstep: Class 28 contains 124698 members 
Mstep: Class 29 contains 15637 members 
Mstep: Class 30 contains 1369 members 
Mstep: Class 31 contains 4387 members 
Mstep: Class 32 contains 1532 members 
Mstep: Class 33 contains 2551 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 5204 members 
Mstep: Class 36 contains 3430 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1702 members 
Mstep: Class 39 contains 725 members 
Mstep: Class 40 contains 2384 members 
Mstep: Class 41 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84435992.000000 Penalty: 91762.257812
Iteration 87Q: 42 clusters Score -8.443599e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60165 members 
Mstep: Class 2 contains 20524 members 
Mstep: Class 3 contains 124228 members 
Mstep: Class 4 contains 18290 members 
Mstep: Class 5 contains 22972 members 
Mstep: Class 6 contains 51510 members 
Mstep: Class 7 contains 8059 members 
Mstep: Class 8 contains 63832 members 
Mstep: Class 9 contains 11602 members 
Mstep: Class 10 contains 1000 members 
Mstep: Class 11 contains 9000 members 
Mstep: Class 12 contains 8147 members 
Mstep: Class 13 contains 122877 members 
Mstep: Class 14 contains 57125 members 
Mstep: Class 15 contains 127865 members 
Mstep: Class 16 contains 42160 members 
Mstep: Class 17 contains 1453 members 
Mstep: Class 18 contains 9989 members 
Mstep: Class 19 contains 10369 members 
Mstep: Class 20 contains 1578 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 1149 members 
Mstep: Class 23 contains 3195 members 
Mstep: Class 24 contains 1801 members 
Mstep: Class 25 contains 2713 members 
Mstep: Class 26 contains 2904 members 
Mstep: Class 27 contains 3941 members 
Mstep: Class 28 contains 124610 members 
Mstep: Class 29 contains 15633 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 1535 members 
Mstep: Class 33 contains 2627 members 
Mstep: Class 34 contains 1264 members 
Mstep: Class 35 contains 5228 members 
Mstep: Class 36 contains 3467 members 
Mstep: Class 37 contains 2171 members 
Mstep: Class 38 contains 1701 members 
Mstep: Class 39 contains 726 members 
Mstep: Class 40 contains 2394 members 
Mstep: Class 41 contains 676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84436608.000000 Penalty: 91762.257812
Iteration 88Q: 42 clusters Score -8.443661e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60167 members 
Mstep: Class 2 contains 20529 members 
Mstep: Class 3 contains 124122 members 
Mstep: Class 4 contains 18308 members 
Mstep: Class 5 contains 22927 members 
Mstep: Class 6 contains 51493 members 
Mstep: Class 7 contains 8018 members 
Mstep: Class 8 contains 63810 members 
Mstep: Class 9 contains 11604 members 
Mstep: Class 10 contains 1000 members 
Mstep: Class 11 contains 8992 members 
Mstep: Class 12 contains 8250 members 
Mstep: Class 13 contains 122839 members 
Mstep: Class 14 contains 57114 members 
Mstep: Class 15 contains 127852 members 
Mstep: Class 16 contains 42158 members 
Mstep: Class 17 contains 1450 members 
Mstep: Class 18 contains 10033 members 
Mstep: Class 19 contains 10347 members 
Mstep: Class 20 contains 1588 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 1151 members 
Mstep: Class 23 contains 3202 members 
Mstep: Class 24 contains 1800 members 
Mstep: Class 25 contains 2715 members 
Mstep: Class 26 contains 2904 members 
Mstep: Class 27 contains 3954 members 
Mstep: Class 28 contains 124550 members 
Mstep: Class 29 contains 15629 members 
Mstep: Class 30 contains 1365 members 
Mstep: Class 31 contains 4570 members 
Mstep: Class 32 contains 1537 members 
Mstep: Class 33 contains 2702 members 
Mstep: Class 34 contains 1266 members 
Mstep: Class 35 contains 5254 members 
Mstep: Class 36 contains 3469 members 
Mstep: Class 37 contains 2171 members 
Mstep: Class 38 contains 1700 members 
Mstep: Class 39 contains 726 members 
Mstep: Class 40 contains 2394 members 
Mstep: Class 41 contains 676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84436832.000000 Penalty: 91762.257812
Iteration 89Q: 42 clusters Score -8.443683e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60169 members 
Mstep: Class 2 contains 20530 members 
Mstep: Class 3 contains 124005 members 
Mstep: Class 4 contains 18319 members 
Mstep: Class 5 contains 22890 members 
Mstep: Class 6 contains 51480 members 
Mstep: Class 7 contains 7992 members 
Mstep: Class 8 contains 63781 members 
Mstep: Class 9 contains 11597 members 
Mstep: Class 10 contains 999 members 
Mstep: Class 11 contains 8981 members 
Mstep: Class 12 contains 8378 members 
Mstep: Class 13 contains 122819 members 
Mstep: Class 14 contains 57105 members 
Mstep: Class 15 contains 127825 members 
Mstep: Class 16 contains 42161 members 
Mstep: Class 17 contains 1448 members 
Mstep: Class 18 contains 10062 members 
Mstep: Class 19 contains 10329 members 
Mstep: Class 20 contains 1598 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 1154 members 
Mstep: Class 23 contains 3207 members 
Mstep: Class 24 contains 1803 members 
Mstep: Class 25 contains 2715 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 3967 members 
Mstep: Class 28 contains 124493 members 
Mstep: Class 29 contains 15632 members 
Mstep: Class 30 contains 1364 members 
Mstep: Class 31 contains 4635 members 
Mstep: Class 32 contains 1538 members 
Mstep: Class 33 contains 2756 members 
Mstep: Class 34 contains 1268 members 
Mstep: Class 35 contains 5283 members 
Mstep: Class 36 contains 3479 members 
Mstep: Class 37 contains 2170 members 
Mstep: Class 38 contains 1700 members 
Mstep: Class 39 contains 725 members 
Mstep: Class 40 contains 2395 members 
Mstep: Class 41 contains 681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84436928.000000 Penalty: 91762.257812
Iteration 90Q: 42 clusters Score -8.443693e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60152 members 
Mstep: Class 2 contains 20544 members 
Mstep: Class 3 contains 123912 members 
Mstep: Class 4 contains 18325 members 
Mstep: Class 5 contains 22865 members 
Mstep: Class 6 contains 51470 members 
Mstep: Class 7 contains 7974 members 
Mstep: Class 8 contains 63748 members 
Mstep: Class 9 contains 11595 members 
Mstep: Class 10 contains 1000 members 
Mstep: Class 11 contains 8972 members 
Mstep: Class 12 contains 8504 members 
Mstep: Class 13 contains 122794 members 
Mstep: Class 14 contains 57101 members 
Mstep: Class 15 contains 127802 members 
Mstep: Class 16 contains 42157 members 
Mstep: Class 17 contains 1446 members 
Mstep: Class 18 contains 10089 members 
Mstep: Class 19 contains 10312 members 
Mstep: Class 20 contains 1602 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 1154 members 
Mstep: Class 23 contains 3209 members 
Mstep: Class 24 contains 1799 members 
Mstep: Class 25 contains 2716 members 
Mstep: Class 26 contains 2906 members 
Mstep: Class 27 contains 3972 members 
Mstep: Class 28 contains 124442 members 
Mstep: Class 29 contains 15631 members 
Mstep: Class 30 contains 1366 members 
Mstep: Class 31 contains 4701 members 
Mstep: Class 32 contains 1539 members 
Mstep: Class 33 contains 2802 members 
Mstep: Class 34 contains 1269 members 
Mstep: Class 35 contains 5299 members 
Mstep: Class 36 contains 3490 members 
Mstep: Class 37 contains 2170 members 
Mstep: Class 38 contains 1698 members 
Mstep: Class 39 contains 727 members 
Mstep: Class 40 contains 2395 members 
Mstep: Class 41 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84436936.000000 Penalty: 91762.257812
Iteration 91Q: 42 clusters Score -8.443694e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60138 members 
Mstep: Class 2 contains 20563 members 
Mstep: Class 3 contains 123794 members 
Mstep: Class 4 contains 18338 members 
Mstep: Class 5 contains 22835 members 
Mstep: Class 6 contains 51457 members 
Mstep: Class 7 contains 7948 members 
Mstep: Class 8 contains 63733 members 
Mstep: Class 9 contains 11600 members 
Mstep: Class 10 contains 1000 members 
Mstep: Class 11 contains 8969 members 
Mstep: Class 12 contains 8645 members 
Mstep: Class 13 contains 122767 members 
Mstep: Class 14 contains 57092 members 
Mstep: Class 15 contains 127787 members 
Mstep: Class 16 contains 42156 members 
Mstep: Class 17 contains 1446 members 
Mstep: Class 18 contains 10111 members 
Mstep: Class 19 contains 10304 members 
Mstep: Class 20 contains 1602 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 1156 members 
Mstep: Class 23 contains 3210 members 
Mstep: Class 24 contains 1801 members 
Mstep: Class 25 contains 2714 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 3980 members 
Mstep: Class 28 contains 124395 members 
Mstep: Class 29 contains 15632 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 4758 members 
Mstep: Class 32 contains 1539 members 
Mstep: Class 33 contains 2828 members 
Mstep: Class 34 contains 1269 members 
Mstep: Class 35 contains 5315 members 
Mstep: Class 36 contains 3512 members 
Mstep: Class 37 contains 2170 members 
Mstep: Class 38 contains 1701 members 
Mstep: Class 39 contains 728 members 
Mstep: Class 40 contains 2391 members 
Mstep: Class 41 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84436680.000000 Penalty: 91762.257812
Iteration 92Q: 42 clusters Score -8.443668e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60129 members 
Mstep: Class 2 contains 20585 members 
Mstep: Class 3 contains 123678 members 
Mstep: Class 4 contains 18344 members 
Mstep: Class 5 contains 22814 members 
Mstep: Class 6 contains 51447 members 
Mstep: Class 7 contains 7922 members 
Mstep: Class 8 contains 63733 members 
Mstep: Class 9 contains 11604 members 
Mstep: Class 10 contains 1000 members 
Mstep: Class 11 contains 8963 members 
Mstep: Class 12 contains 8764 members 
Mstep: Class 13 contains 122753 members 
Mstep: Class 14 contains 57083 members 
Mstep: Class 15 contains 127753 members 
Mstep: Class 16 contains 42153 members 
Mstep: Class 17 contains 1447 members 
Mstep: Class 18 contains 10129 members 
Mstep: Class 19 contains 10296 members 
Mstep: Class 20 contains 1603 members 
Mstep: Class 21 contains 1981 members 
Mstep: Class 22 contains 1159 members 
Mstep: Class 23 contains 3206 members 
Mstep: Class 24 contains 1808 members 
Mstep: Class 25 contains 2713 members 
Mstep: Class 26 contains 2904 members 
Mstep: Class 27 contains 3992 members 
Mstep: Class 28 contains 124354 members 
Mstep: Class 29 contains 15632 members 
Mstep: Class 30 contains 1364 members 
Mstep: Class 31 contains 4828 members 
Mstep: Class 32 contains 1539 members 
Mstep: Class 33 contains 2846 members 
Mstep: Class 34 contains 1269 members 
Mstep: Class 35 contains 5324 members 
Mstep: Class 36 contains 3523 members 
Mstep: Class 37 contains 2170 members 
Mstep: Class 38 contains 1701 members 
Mstep: Class 39 contains 733 members 
Mstep: Class 40 contains 2388 members 
Mstep: Class 41 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84436632.000000 Penalty: 91762.257812
Iteration 93Q: 42 clusters Score -8.443663e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60127 members 
Mstep: Class 2 contains 20602 members 
Mstep: Class 3 contains 123571 members 
Mstep: Class 4 contains 18350 members 
Mstep: Class 5 contains 22800 members 
Mstep: Class 6 contains 51441 members 
Mstep: Class 7 contains 7899 members 
Mstep: Class 8 contains 63717 members 
Mstep: Class 9 contains 11606 members 
Mstep: Class 10 contains 1000 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8884 members 
Mstep: Class 13 contains 122747 members 
Mstep: Class 14 contains 57075 members 
Mstep: Class 15 contains 127713 members 
Mstep: Class 16 contains 42152 members 
Mstep: Class 17 contains 1446 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 19 contains 10287 members 
Mstep: Class 20 contains 1606 members 
Mstep: Class 21 contains 1980 members 
Mstep: Class 22 contains 1160 members 
Mstep: Class 23 contains 3204 members 
Mstep: Class 24 contains 1807 members 
Mstep: Class 25 contains 2715 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 3999 members 
Mstep: Class 28 contains 124309 members 
Mstep: Class 29 contains 15634 members 
Mstep: Class 30 contains 1365 members 
Mstep: Class 31 contains 4887 members 
Mstep: Class 32 contains 1540 members 
Mstep: Class 33 contains 2865 members 
Mstep: Class 34 contains 1268 members 
Mstep: Class 35 contains 5337 members 
Mstep: Class 36 contains 3531 members 
Mstep: Class 37 contains 2172 members 
Mstep: Class 38 contains 1704 members 
Mstep: Class 39 contains 736 members 
Mstep: Class 40 contains 2384 members 
Mstep: Class 41 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84436712.000000 Penalty: 91762.257812
Iteration 94Q: 42 clusters Score -8.443671e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60116 members 
Mstep: Class 2 contains 20624 members 
Mstep: Class 3 contains 123467 members 
Mstep: Class 4 contains 18351 members 
Mstep: Class 5 contains 22794 members 
Mstep: Class 6 contains 51435 members 
Mstep: Class 7 contains 7874 members 
Mstep: Class 8 contains 63711 members 
Mstep: Class 9 contains 11607 members 
Mstep: Class 10 contains 1000 members 
Mstep: Class 11 contains 8955 members 
Mstep: Class 12 contains 9038 members 
Mstep: Class 13 contains 122733 members 
Mstep: Class 14 contains 57050 members 
Mstep: Class 15 contains 127685 members 
Mstep: Class 16 contains 42158 members 
Mstep: Class 17 contains 1447 members 
Mstep: Class 18 contains 10168 members 
Mstep: Class 19 contains 10272 members 
Mstep: Class 20 contains 1606 members 
Mstep: Class 21 contains 1979 members 
Mstep: Class 22 contains 1159 members 
Mstep: Class 23 contains 3202 members 
Mstep: Class 24 contains 1806 members 
Mstep: Class 25 contains 2716 members 
Mstep: Class 26 contains 2908 members 
Mstep: Class 27 contains 4005 members 
Mstep: Class 28 contains 124253 members 
Mstep: Class 29 contains 15635 members 
Mstep: Class 30 contains 1367 members 
Mstep: Class 31 contains 4941 members 
Mstep: Class 32 contains 1540 members 
Mstep: Class 33 contains 2877 members 
Mstep: Class 34 contains 1268 members 
Mstep: Class 35 contains 5348 members 
Mstep: Class 36 contains 3543 members 
Mstep: Class 37 contains 2172 members 
Mstep: Class 38 contains 1703 members 
Mstep: Class 39 contains 736 members 
Mstep: Class 40 contains 2384 members 
Mstep: Class 41 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84436696.000000 Penalty: 91762.257812
Iteration 95Q: 42 clusters Score -8.44367e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60112 members 
Mstep: Class 2 contains 20637 members 
Mstep: Class 3 contains 123363 members 
Mstep: Class 4 contains 18354 members 
Mstep: Class 5 contains 22781 members 
Mstep: Class 6 contains 51430 members 
Mstep: Class 7 contains 7847 members 
Mstep: Class 8 contains 63718 members 
Mstep: Class 9 contains 11615 members 
Mstep: Class 10 contains 1000 members 
Mstep: Class 11 contains 8953 members 
Mstep: Class 12 contains 9187 members 
Mstep: Class 13 contains 122713 members 
Mstep: Class 14 contains 57020 members 
Mstep: Class 15 contains 127658 members 
Mstep: Class 16 contains 42157 members 
Mstep: Class 17 contains 1446 members 
Mstep: Class 18 contains 10187 members 
Mstep: Class 19 contains 10259 members 
Mstep: Class 20 contains 1607 members 
Mstep: Class 21 contains 1977 members 
Mstep: Class 22 contains 1158 members 
Mstep: Class 23 contains 3199 members 
Mstep: Class 24 contains 1803 members 
Mstep: Class 25 contains 2716 members 
Mstep: Class 26 contains 2911 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 124205 members 
Mstep: Class 29 contains 15636 members 
Mstep: Class 30 contains 1365 members 
Mstep: Class 31 contains 4996 members 
Mstep: Class 32 contains 1542 members 
Mstep: Class 33 contains 2893 members 
Mstep: Class 34 contains 1266 members 
Mstep: Class 35 contains 5354 members 
Mstep: Class 36 contains 3559 members 
Mstep: Class 37 contains 2171 members 
Mstep: Class 38 contains 1703 members 
Mstep: Class 39 contains 736 members 
Mstep: Class 40 contains 2386 members 
Mstep: Class 41 contains 688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84436856.000000 Penalty: 91762.257812
Iteration 96Q: 42 clusters Score -8.443686e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60107 members 
Mstep: Class 2 contains 20644 members 
Mstep: Class 3 contains 123283 members 
Mstep: Class 4 contains 18356 members 
Mstep: Class 5 contains 22770 members 
Mstep: Class 6 contains 51428 members 
Mstep: Class 7 contains 7818 members 
Mstep: Class 8 contains 63736 members 
Mstep: Class 9 contains 11615 members 
Mstep: Class 10 contains 999 members 
Mstep: Class 11 contains 8947 members 
Mstep: Class 12 contains 9316 members 
Mstep: Class 13 contains 122704 members 
Mstep: Class 14 contains 56967 members 
Mstep: Class 15 contains 127639 members 
Mstep: Class 16 contains 42157 members 
Mstep: Class 17 contains 1446 members 
Mstep: Class 18 contains 10203 members 
Mstep: Class 19 contains 10249 members 
Mstep: Class 20 contains 1608 members 
Mstep: Class 21 contains 1977 members 
Mstep: Class 22 contains 1161 members 
Mstep: Class 23 contains 3199 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 2716 members 
Mstep: Class 26 contains 2918 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 124153 members 
Mstep: Class 29 contains 15638 members 
Mstep: Class 30 contains 1365 members 
Mstep: Class 31 contains 5037 members 
Mstep: Class 32 contains 1544 members 
Mstep: Class 33 contains 2902 members 
Mstep: Class 34 contains 1266 members 
Mstep: Class 35 contains 5369 members 
Mstep: Class 36 contains 3581 members 
Mstep: Class 37 contains 2172 members 
Mstep: Class 38 contains 1703 members 
Mstep: Class 39 contains 736 members 
Mstep: Class 40 contains 2387 members 
Mstep: Class 41 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84437160.000000 Penalty: 91762.257812
Iteration 97Q: 42 clusters Score -8.443716e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60100 members 
Mstep: Class 2 contains 20646 members 
Mstep: Class 3 contains 123209 members 
Mstep: Class 4 contains 18356 members 
Mstep: Class 5 contains 22754 members 
Mstep: Class 6 contains 51427 members 
Mstep: Class 7 contains 7789 members 
Mstep: Class 8 contains 63731 members 
Mstep: Class 9 contains 11621 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 11 contains 8946 members 
Mstep: Class 12 contains 9466 members 
Mstep: Class 13 contains 122696 members 
Mstep: Class 14 contains 56916 members 
Mstep: Class 15 contains 127617 members 
Mstep: Class 16 contains 42157 members 
Mstep: Class 17 contains 1448 members 
Mstep: Class 18 contains 10212 members 
Mstep: Class 19 contains 10237 members 
Mstep: Class 20 contains 1610 members 
Mstep: Class 21 contains 1976 members 
Mstep: Class 22 contains 1163 members 
Mstep: Class 23 contains 3199 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 2718 members 
Mstep: Class 26 contains 2918 members 
Mstep: Class 27 contains 4022 members 
Mstep: Class 28 contains 124113 members 
Mstep: Class 29 contains 15639 members 
Mstep: Class 30 contains 1362 members 
Mstep: Class 31 contains 5072 members 
Mstep: Class 32 contains 1544 members 
Mstep: Class 33 contains 2915 members 
Mstep: Class 34 contains 1266 members 
Mstep: Class 35 contains 5382 members 
Mstep: Class 36 contains 3613 members 
Mstep: Class 37 contains 2170 members 
Mstep: Class 38 contains 1703 members 
Mstep: Class 39 contains 736 members 
Mstep: Class 40 contains 2388 members 
Mstep: Class 41 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84437160.000000 Penalty: 91762.257812
Iteration 98Q: 42 clusters Score -8.443716e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60101 members 
Mstep: Class 2 contains 20653 members 
Mstep: Class 3 contains 123120 members 
Mstep: Class 4 contains 18353 members 
Mstep: Class 5 contains 22736 members 
Mstep: Class 6 contains 51427 members 
Mstep: Class 7 contains 7757 members 
Mstep: Class 8 contains 63738 members 
Mstep: Class 9 contains 11624 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8944 members 
Mstep: Class 12 contains 9618 members 
Mstep: Class 13 contains 122685 members 
Mstep: Class 14 contains 56873 members 
Mstep: Class 15 contains 127597 members 
Mstep: Class 16 contains 42156 members 
Mstep: Class 17 contains 1448 members 
Mstep: Class 18 contains 10219 members 
Mstep: Class 19 contains 10224 members 
Mstep: Class 20 contains 1612 members 
Mstep: Class 21 contains 1976 members 
Mstep: Class 22 contains 1165 members 
Mstep: Class 23 contains 3200 members 
Mstep: Class 24 contains 1792 members 
Mstep: Class 25 contains 2723 members 
Mstep: Class 26 contains 2921 members 
Mstep: Class 27 contains 4027 members 
Mstep: Class 28 contains 124073 members 
Mstep: Class 29 contains 15641 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 1545 members 
Mstep: Class 33 contains 2918 members 
Mstep: Class 34 contains 1266 members 
Mstep: Class 35 contains 5394 members 
Mstep: Class 36 contains 3634 members 
Mstep: Class 37 contains 2170 members 
Mstep: Class 38 contains 1702 members 
Mstep: Class 39 contains 736 members 
Mstep: Class 40 contains 2387 members 
Mstep: Class 41 contains 693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84437192.000000 Penalty: 91762.257812
Iteration 99Q: 42 clusters Score -8.443719e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60096 members 
Mstep: Class 2 contains 20657 members 
Mstep: Class 3 contains 123032 members 
Mstep: Class 4 contains 18355 members 
Mstep: Class 5 contains 22734 members 
Mstep: Class 6 contains 51425 members 
Mstep: Class 7 contains 7731 members 
Mstep: Class 8 contains 63727 members 
Mstep: Class 9 contains 11623 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8939 members 
Mstep: Class 12 contains 9807 members 
Mstep: Class 13 contains 122675 members 
Mstep: Class 14 contains 56821 members 
Mstep: Class 15 contains 127564 members 
Mstep: Class 16 contains 42157 members 
Mstep: Class 17 contains 1449 members 
Mstep: Class 18 contains 10225 members 
Mstep: Class 19 contains 10216 members 
Mstep: Class 20 contains 1615 members 
Mstep: Class 21 contains 1976 members 
Mstep: Class 22 contains 1167 members 
Mstep: Class 23 contains 3201 members 
Mstep: Class 24 contains 1790 members 
Mstep: Class 25 contains 2724 members 
Mstep: Class 26 contains 2923 members 
Mstep: Class 27 contains 4031 members 
Mstep: Class 28 contains 124049 members 
Mstep: Class 29 contains 15643 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 5148 members 
Mstep: Class 32 contains 1545 members 
Mstep: Class 33 contains 2923 members 
Mstep: Class 34 contains 1266 members 
Mstep: Class 35 contains 5396 members 
Mstep: Class 36 contains 3642 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1700 members 
Mstep: Class 39 contains 736 members 
Mstep: Class 40 contains 2389 members 
Mstep: Class 41 contains 694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84437536.000000 Penalty: 91762.257812
Iteration 100F: 42 clusters Score -8.443754e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60097 members 
Mstep: Class 2 contains 20628 members 
Mstep: Class 3 contains 122887 members 
Mstep: Class 4 contains 18354 members 
Mstep: Class 5 contains 22703 members 
Mstep: Class 6 contains 51425 members 
Mstep: Class 7 contains 7703 members 
Mstep: Class 8 contains 63674 members 
Mstep: Class 9 contains 11610 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 11 contains 8934 members 
Mstep: Class 12 contains 10014 members 
Mstep: Class 13 contains 122662 members 
Mstep: Class 14 contains 56762 members 
Mstep: Class 15 contains 127559 members 
Mstep: Class 16 contains 42157 members 
Mstep: Class 17 contains 1448 members 
Mstep: Class 18 contains 10231 members 
Mstep: Class 19 contains 10206 members 
Mstep: Class 20 contains 1617 members 
Mstep: Class 21 contains 1976 members 
Mstep: Class 22 contains 1169 members 
Mstep: Class 23 contains 3201 members 
Mstep: Class 24 contains 1793 members 
Mstep: Class 25 contains 2721 members 
Mstep: Class 26 contains 2925 members 
Mstep: Class 27 contains 4040 members 
Mstep: Class 28 contains 124011 members 
Mstep: Class 29 contains 15650 members 
Mstep: Class 30 contains 1360 members 
Mstep: Class 31 contains 5204 members 
Mstep: Class 32 contains 1547 members 
Mstep: Class 33 contains 2968 members 
Mstep: Class 34 contains 1266 members 
Mstep: Class 35 contains 5418 members 
Mstep: Class 36 contains 3643 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1699 members 
Mstep: Class 39 contains 735 members 
Mstep: Class 40 contains 2461 members 
Mstep: Class 41 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84437696.000000 Penalty: 91762.257812
Iteration 101Q: 42 clusters Score -8.44377e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60089 members 
Mstep: Class 2 contains 20614 members 
Mstep: Class 3 contains 122726 members 
Mstep: Class 4 contains 18353 members 
Mstep: Class 5 contains 22676 members 
Mstep: Class 6 contains 51425 members 
Mstep: Class 7 contains 7678 members 
Mstep: Class 8 contains 63629 members 
Mstep: Class 9 contains 11601 members 
Mstep: Class 10 contains 999 members 
Mstep: Class 11 contains 8928 members 
Mstep: Class 12 contains 10252 members 
Mstep: Class 13 contains 122651 members 
Mstep: Class 14 contains 56697 members 
Mstep: Class 15 contains 127546 members 
Mstep: Class 16 contains 42157 members 
Mstep: Class 17 contains 1447 members 
Mstep: Class 18 contains 10250 members 
Mstep: Class 19 contains 10187 members 
Mstep: Class 20 contains 1618 members 
Mstep: Class 21 contains 1975 members 
Mstep: Class 22 contains 1170 members 
Mstep: Class 23 contains 3201 members 
Mstep: Class 24 contains 1796 members 
Mstep: Class 25 contains 2721 members 
Mstep: Class 26 contains 2925 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 123968 members 
Mstep: Class 29 contains 15656 members 
Mstep: Class 30 contains 1356 members 
Mstep: Class 31 contains 5252 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 3005 members 
Mstep: Class 34 contains 1266 members 
Mstep: Class 35 contains 5443 members 
Mstep: Class 36 contains 3649 members 
Mstep: Class 37 contains 2171 members 
Mstep: Class 38 contains 1699 members 
Mstep: Class 39 contains 734 members 
Mstep: Class 40 contains 2515 members 
Mstep: Class 41 contains 697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84437936.000000 Penalty: 91762.257812
Iteration 102Q: 42 clusters Score -8.443794e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60086 members 
Mstep: Class 2 contains 20618 members 
Mstep: Class 3 contains 122586 members 
Mstep: Class 4 contains 18354 members 
Mstep: Class 5 contains 22666 members 
Mstep: Class 6 contains 51425 members 
Mstep: Class 7 contains 7656 members 
Mstep: Class 8 contains 63575 members 
Mstep: Class 9 contains 11597 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 11 contains 8922 members 
Mstep: Class 12 contains 10453 members 
Mstep: Class 13 contains 122636 members 
Mstep: Class 14 contains 56638 members 
Mstep: Class 15 contains 127531 members 
Mstep: Class 16 contains 42157 members 
Mstep: Class 17 contains 1446 members 
Mstep: Class 18 contains 10273 members 
Mstep: Class 19 contains 10168 members 
Mstep: Class 20 contains 1618 members 
Mstep: Class 21 contains 1976 members 
Mstep: Class 22 contains 1170 members 
Mstep: Class 23 contains 3201 members 
Mstep: Class 24 contains 1796 members 
Mstep: Class 25 contains 2720 members 
Mstep: Class 26 contains 2925 members 
Mstep: Class 27 contains 4062 members 
Mstep: Class 28 contains 123930 members 
Mstep: Class 29 contains 15665 members 
Mstep: Class 30 contains 1352 members 
Mstep: Class 31 contains 5299 members 
Mstep: Class 32 contains 1552 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1266 members 
Mstep: Class 35 contains 5467 members 
Mstep: Class 36 contains 3657 members 
Mstep: Class 37 contains 2172 members 
Mstep: Class 38 contains 1700 members 
Mstep: Class 39 contains 733 members 
Mstep: Class 40 contains 2547 members 
Mstep: Class 41 contains 699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84437840.000000 Penalty: 91762.257812
Iteration 103Q: 42 clusters Score -8.443784e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60087 members 
Mstep: Class 2 contains 20639 members 
Mstep: Class 3 contains 122427 members 
Mstep: Class 4 contains 18353 members 
Mstep: Class 5 contains 22648 members 
Mstep: Class 6 contains 51425 members 
Mstep: Class 7 contains 7636 members 
Mstep: Class 8 contains 63542 members 
Mstep: Class 9 contains 11596 members 
Mstep: Class 10 contains 999 members 
Mstep: Class 11 contains 8909 members 
Mstep: Class 12 contains 10677 members 
Mstep: Class 13 contains 122628 members 
Mstep: Class 14 contains 56573 members 
Mstep: Class 15 contains 127520 members 
Mstep: Class 16 contains 42156 members 
Mstep: Class 17 contains 1443 members 
Mstep: Class 18 contains 10288 members 
Mstep: Class 19 contains 10149 members 
Mstep: Class 20 contains 1618 members 
Mstep: Class 21 contains 1976 members 
Mstep: Class 22 contains 1170 members 
Mstep: Class 23 contains 3202 members 
Mstep: Class 24 contains 1802 members 
Mstep: Class 25 contains 2724 members 
Mstep: Class 26 contains 2929 members 
Mstep: Class 27 contains 4067 members 
Mstep: Class 28 contains 123884 members 
Mstep: Class 29 contains 15669 members 
Mstep: Class 30 contains 1343 members 
Mstep: Class 31 contains 5348 members 
Mstep: Class 32 contains 1554 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 1267 members 
Mstep: Class 35 contains 5498 members 
Mstep: Class 36 contains 3659 members 
Mstep: Class 37 contains 2172 members 
Mstep: Class 38 contains 1701 members 
Mstep: Class 39 contains 732 members 
Mstep: Class 40 contains 2566 members 
Mstep: Class 41 contains 702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84438000.000000 Penalty: 91762.257812
Iteration 104Q: 42 clusters Score -8.4438e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60093 members 
Mstep: Class 2 contains 20655 members 
Mstep: Class 3 contains 122289 members 
Mstep: Class 4 contains 18351 members 
Mstep: Class 5 contains 22628 members 
Mstep: Class 6 contains 51425 members 
Mstep: Class 7 contains 7611 members 
Mstep: Class 8 contains 63511 members 
Mstep: Class 9 contains 11595 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 11 contains 8900 members 
Mstep: Class 12 contains 10881 members 
Mstep: Class 13 contains 122623 members 
Mstep: Class 14 contains 56515 members 
Mstep: Class 15 contains 127512 members 
Mstep: Class 16 contains 42153 members 
Mstep: Class 17 contains 1442 members 
Mstep: Class 18 contains 10303 members 
Mstep: Class 19 contains 10139 members 
Mstep: Class 20 contains 1617 members 
Mstep: Class 21 contains 1976 members 
Mstep: Class 22 contains 1170 members 
Mstep: Class 23 contains 3203 members 
Mstep: Class 24 contains 1806 members 
Mstep: Class 25 contains 2728 members 
Mstep: Class 26 contains 2928 members 
Mstep: Class 27 contains 4073 members 
Mstep: Class 28 contains 123841 members 
Mstep: Class 29 contains 15675 members 
Mstep: Class 30 contains 1338 members 
Mstep: Class 31 contains 5398 members 
Mstep: Class 32 contains 1556 members 
Mstep: Class 33 contains 3051 members 
Mstep: Class 34 contains 1266 members 
Mstep: Class 35 contains 5523 members 
Mstep: Class 36 contains 3662 members 
Mstep: Class 37 contains 2172 members 
Mstep: Class 38 contains 1702 members 
Mstep: Class 39 contains 732 members 
Mstep: Class 40 contains 2572 members 
Mstep: Class 41 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84438296.000000 Penalty: 91762.257812
Iteration 105Q: 42 clusters Score -8.44383e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60091 members 
Mstep: Class 2 contains 20669 members 
Mstep: Class 3 contains 122144 members 
Mstep: Class 4 contains 18351 members 
Mstep: Class 5 contains 22621 members 
Mstep: Class 6 contains 51425 members 
Mstep: Class 7 contains 7583 members 
Mstep: Class 8 contains 63490 members 
Mstep: Class 9 contains 11587 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 11 contains 8901 members 
Mstep: Class 12 contains 11076 members 
Mstep: Class 13 contains 122617 members 
Mstep: Class 14 contains 56461 members 
Mstep: Class 15 contains 127521 members 
Mstep: Class 16 contains 42147 members 
Mstep: Class 17 contains 1442 members 
Mstep: Class 18 contains 10314 members 
Mstep: Class 19 contains 10130 members 
Mstep: Class 20 contains 1617 members 
Mstep: Class 21 contains 1975 members 
Mstep: Class 22 contains 1170 members 
Mstep: Class 23 contains 3204 members 
Mstep: Class 24 contains 1813 members 
Mstep: Class 25 contains 2726 members 
Mstep: Class 26 contains 2926 members 
Mstep: Class 27 contains 4077 members 
Mstep: Class 28 contains 123818 members 
Mstep: Class 29 contains 15681 members 
Mstep: Class 30 contains 1327 members 
Mstep: Class 31 contains 5437 members 
Mstep: Class 32 contains 1557 members 
Mstep: Class 33 contains 3060 members 
Mstep: Class 34 contains 1266 members 
Mstep: Class 35 contains 5541 members 
Mstep: Class 36 contains 3665 members 
Mstep: Class 37 contains 2172 members 
Mstep: Class 38 contains 1703 members 
Mstep: Class 39 contains 732 members 
Mstep: Class 40 contains 2573 members 
Mstep: Class 41 contains 712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84438400.000000 Penalty: 91762.257812
Iteration 106Q: 42 clusters Score -8.44384e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60096 members 
Mstep: Class 2 contains 20697 members 
Mstep: Class 3 contains 122017 members 
Mstep: Class 4 contains 18350 members 
Mstep: Class 5 contains 22612 members 
Mstep: Class 6 contains 51425 members 
Mstep: Class 7 contains 7567 members 
Mstep: Class 8 contains 63464 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8894 members 
Mstep: Class 12 contains 11258 members 
Mstep: Class 13 contains 122604 members 
Mstep: Class 14 contains 56417 members 
Mstep: Class 15 contains 127509 members 
Mstep: Class 16 contains 42147 members 
Mstep: Class 17 contains 1442 members 
Mstep: Class 18 contains 10327 members 
Mstep: Class 19 contains 10114 members 
Mstep: Class 20 contains 1617 members 
Mstep: Class 21 contains 1972 members 
Mstep: Class 22 contains 1170 members 
Mstep: Class 23 contains 3204 members 
Mstep: Class 24 contains 1821 members 
Mstep: Class 25 contains 2725 members 
Mstep: Class 26 contains 2928 members 
Mstep: Class 27 contains 4082 members 
Mstep: Class 28 contains 123806 members 
Mstep: Class 29 contains 15689 members 
Mstep: Class 30 contains 1321 members 
Mstep: Class 31 contains 5472 members 
Mstep: Class 32 contains 1557 members 
Mstep: Class 33 contains 3073 members 
Mstep: Class 34 contains 1266 members 
Mstep: Class 35 contains 5545 members 
Mstep: Class 36 contains 3671 members 
Mstep: Class 37 contains 2172 members 
Mstep: Class 38 contains 1703 members 
Mstep: Class 39 contains 731 members 
Mstep: Class 40 contains 2564 members 
Mstep: Class 41 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84438560.000000 Penalty: 91762.257812
Iteration 107Q: 42 clusters Score -8.443856e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60091 members 
Mstep: Class 2 contains 20710 members 
Mstep: Class 3 contains 121896 members 
Mstep: Class 4 contains 18352 members 
Mstep: Class 5 contains 22606 members 
Mstep: Class 6 contains 51424 members 
Mstep: Class 7 contains 7545 members 
Mstep: Class 8 contains 63431 members 
Mstep: Class 9 contains 11575 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 11 contains 8885 members 
Mstep: Class 12 contains 11457 members 
Mstep: Class 13 contains 122591 members 
Mstep: Class 14 contains 56362 members 
Mstep: Class 15 contains 127493 members 
Mstep: Class 16 contains 42142 members 
Mstep: Class 17 contains 1440 members 
Mstep: Class 18 contains 10347 members 
Mstep: Class 19 contains 10112 members 
Mstep: Class 20 contains 1619 members 
Mstep: Class 21 contains 1973 members 
Mstep: Class 22 contains 1171 members 
Mstep: Class 23 contains 3204 members 
Mstep: Class 24 contains 1822 members 
Mstep: Class 25 contains 2728 members 
Mstep: Class 26 contains 2928 members 
Mstep: Class 27 contains 4086 members 
Mstep: Class 28 contains 123786 members 
Mstep: Class 29 contains 15692 members 
Mstep: Class 30 contains 1318 members 
Mstep: Class 31 contains 5510 members 
Mstep: Class 32 contains 1557 members 
Mstep: Class 33 contains 3090 members 
Mstep: Class 34 contains 1266 members 
Mstep: Class 35 contains 5550 members 
Mstep: Class 36 contains 3678 members 
Mstep: Class 37 contains 2171 members 
Mstep: Class 38 contains 1703 members 
Mstep: Class 39 contains 731 members 
Mstep: Class 40 contains 2567 members 
Mstep: Class 41 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84438552.000000 Penalty: 91762.257812
Iteration 108Q: 42 clusters Score -8.443855e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60089 members 
Mstep: Class 2 contains 20717 members 
Mstep: Class 3 contains 121778 members 
Mstep: Class 4 contains 18354 members 
Mstep: Class 5 contains 22591 members 
Mstep: Class 6 contains 51422 members 
Mstep: Class 7 contains 7523 members 
Mstep: Class 8 contains 63405 members 
Mstep: Class 9 contains 11574 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 11 contains 8879 members 
Mstep: Class 12 contains 11626 members 
Mstep: Class 13 contains 122603 members 
Mstep: Class 14 contains 56313 members 
Mstep: Class 15 contains 127477 members 
Mstep: Class 16 contains 42139 members 
Mstep: Class 17 contains 1440 members 
Mstep: Class 18 contains 10364 members 
Mstep: Class 19 contains 10106 members 
Mstep: Class 20 contains 1622 members 
Mstep: Class 21 contains 1972 members 
Mstep: Class 22 contains 1171 members 
Mstep: Class 23 contains 3205 members 
Mstep: Class 24 contains 1823 members 
Mstep: Class 25 contains 2728 members 
Mstep: Class 26 contains 2927 members 
Mstep: Class 27 contains 4092 members 
Mstep: Class 28 contains 123764 members 
Mstep: Class 29 contains 15695 members 
Mstep: Class 30 contains 1315 members 
Mstep: Class 31 contains 5547 members 
Mstep: Class 32 contains 1557 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 1265 members 
Mstep: Class 35 contains 5556 members 
Mstep: Class 36 contains 3687 members 
Mstep: Class 37 contains 2170 members 
Mstep: Class 38 contains 1704 members 
Mstep: Class 39 contains 731 members 
Mstep: Class 40 contains 2571 members 
Mstep: Class 41 contains 712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84438528.000000 Penalty: 91762.257812
Iteration 109Q: 42 clusters Score -8.443853e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60092 members 
Mstep: Class 2 contains 20725 members 
Mstep: Class 3 contains 121684 members 
Mstep: Class 4 contains 18355 members 
Mstep: Class 5 contains 22574 members 
Mstep: Class 6 contains 51421 members 
Mstep: Class 7 contains 7509 members 
Mstep: Class 8 contains 63356 members 
Mstep: Class 9 contains 11571 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 11 contains 8868 members 
Mstep: Class 12 contains 11802 members 
Mstep: Class 13 contains 122607 members 
Mstep: Class 14 contains 56265 members 
Mstep: Class 15 contains 127470 members 
Mstep: Class 16 contains 42136 members 
Mstep: Class 17 contains 1442 members 
Mstep: Class 18 contains 10378 members 
Mstep: Class 19 contains 10092 members 
Mstep: Class 20 contains 1622 members 
Mstep: Class 21 contains 1971 members 
Mstep: Class 22 contains 1171 members 
Mstep: Class 23 contains 3205 members 
Mstep: Class 24 contains 1824 members 
Mstep: Class 25 contains 2730 members 
Mstep: Class 26 contains 2928 members 
Mstep: Class 27 contains 4092 members 
Mstep: Class 28 contains 123744 members 
Mstep: Class 29 contains 15700 members 
Mstep: Class 30 contains 1312 members 
Mstep: Class 31 contains 5582 members 
Mstep: Class 32 contains 1557 members 
Mstep: Class 33 contains 3125 members 
Mstep: Class 34 contains 1265 members 
Mstep: Class 35 contains 5563 members 
Mstep: Class 36 contains 3696 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1706 members 
Mstep: Class 39 contains 731 members 
Mstep: Class 40 contains 2569 members 
Mstep: Class 41 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84438384.000000 Penalty: 91762.257812
Iteration 110Q: 42 clusters Score -8.443838e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60093 members 
Mstep: Class 2 contains 20729 members 
Mstep: Class 3 contains 121582 members 
Mstep: Class 4 contains 18356 members 
Mstep: Class 5 contains 22561 members 
Mstep: Class 6 contains 51419 members 
Mstep: Class 7 contains 7492 members 
Mstep: Class 8 contains 63304 members 
Mstep: Class 9 contains 11570 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 11 contains 8861 members 
Mstep: Class 12 contains 11982 members 
Mstep: Class 13 contains 122600 members 
Mstep: Class 14 contains 56233 members 
Mstep: Class 15 contains 127460 members 
Mstep: Class 16 contains 42133 members 
Mstep: Class 17 contains 1441 members 
Mstep: Class 18 contains 10398 members 
Mstep: Class 19 contains 10086 members 
Mstep: Class 20 contains 1625 members 
Mstep: Class 21 contains 1969 members 
Mstep: Class 22 contains 1172 members 
Mstep: Class 23 contains 3207 members 
Mstep: Class 24 contains 1826 members 
Mstep: Class 25 contains 2733 members 
Mstep: Class 26 contains 2930 members 
Mstep: Class 27 contains 4098 members 
Mstep: Class 28 contains 123726 members 
Mstep: Class 29 contains 15701 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 5613 members 
Mstep: Class 32 contains 1557 members 
Mstep: Class 33 contains 3141 members 
Mstep: Class 34 contains 1265 members 
Mstep: Class 35 contains 5563 members 
Mstep: Class 36 contains 3698 members 
Mstep: Class 37 contains 2170 members 
Mstep: Class 38 contains 1706 members 
Mstep: Class 39 contains 731 members 
Mstep: Class 40 contains 2564 members 
Mstep: Class 41 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84438608.000000 Penalty: 91762.257812
Iteration 111Q: 42 clusters Score -8.443861e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60094 members 
Mstep: Class 2 contains 20735 members 
Mstep: Class 3 contains 121488 members 
Mstep: Class 4 contains 18355 members 
Mstep: Class 5 contains 22551 members 
Mstep: Class 6 contains 51419 members 
Mstep: Class 7 contains 7475 members 
Mstep: Class 8 contains 63283 members 
Mstep: Class 9 contains 11564 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 11 contains 8857 members 
Mstep: Class 12 contains 12110 members 
Mstep: Class 13 contains 122611 members 
Mstep: Class 14 contains 56201 members 
Mstep: Class 15 contains 127446 members 
Mstep: Class 16 contains 42131 members 
Mstep: Class 17 contains 1442 members 
Mstep: Class 18 contains 10413 members 
Mstep: Class 19 contains 10084 members 
Mstep: Class 20 contains 1628 members 
Mstep: Class 21 contains 1967 members 
Mstep: Class 22 contains 1173 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 1826 members 
Mstep: Class 25 contains 2737 members 
Mstep: Class 26 contains 2931 members 
Mstep: Class 27 contains 4102 members 
Mstep: Class 28 contains 123689 members 
Mstep: Class 29 contains 15708 members 
Mstep: Class 30 contains 1306 members 
Mstep: Class 31 contains 5642 members 
Mstep: Class 32 contains 1557 members 
Mstep: Class 33 contains 3159 members 
Mstep: Class 34 contains 1264 members 
Mstep: Class 35 contains 5565 members 
Mstep: Class 36 contains 3701 members 
Mstep: Class 37 contains 2168 members 
Mstep: Class 38 contains 1709 members 
Mstep: Class 39 contains 731 members 
Mstep: Class 40 contains 2568 members 
Mstep: Class 41 contains 720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84438520.000000 Penalty: 91762.257812
Iteration 112Q: 42 clusters Score -8.443852e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60092 members 
Mstep: Class 2 contains 20747 members 
Mstep: Class 3 contains 121416 members 
Mstep: Class 4 contains 18355 members 
Mstep: Class 5 contains 22536 members 
Mstep: Class 6 contains 51418 members 
Mstep: Class 7 contains 7453 members 
Mstep: Class 8 contains 63244 members 
Mstep: Class 9 contains 11560 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 11 contains 8858 members 
Mstep: Class 12 contains 12234 members 
Mstep: Class 13 contains 122608 members 
Mstep: Class 14 contains 56170 members 
Mstep: Class 15 contains 127437 members 
Mstep: Class 16 contains 42129 members 
Mstep: Class 17 contains 1441 members 
Mstep: Class 18 contains 10422 members 
Mstep: Class 19 contains 10079 members 
Mstep: Class 20 contains 1628 members 
Mstep: Class 21 contains 1968 members 
Mstep: Class 22 contains 1173 members 
Mstep: Class 23 contains 3214 members 
Mstep: Class 24 contains 1824 members 
Mstep: Class 25 contains 2740 members 
Mstep: Class 26 contains 2931 members 
Mstep: Class 27 contains 4107 members 
Mstep: Class 28 contains 123668 members 
Mstep: Class 29 contains 15715 members 
Mstep: Class 30 contains 1305 members 
Mstep: Class 31 contains 5675 members 
Mstep: Class 32 contains 1557 members 
Mstep: Class 33 contains 3173 members 
Mstep: Class 34 contains 1264 members 
Mstep: Class 35 contains 5566 members 
Mstep: Class 36 contains 3707 members 
Mstep: Class 37 contains 2168 members 
Mstep: Class 38 contains 1711 members 
Mstep: Class 39 contains 731 members 
Mstep: Class 40 contains 2572 members 
Mstep: Class 41 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84438712.000000 Penalty: 91762.257812
Iteration 113Q: 42 clusters Score -8.443871e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60093 members 
Mstep: Class 2 contains 20749 members 
Mstep: Class 3 contains 121371 members 
Mstep: Class 4 contains 18357 members 
Mstep: Class 5 contains 22525 members 
Mstep: Class 6 contains 51417 members 
Mstep: Class 7 contains 7431 members 
Mstep: Class 8 contains 63204 members 
Mstep: Class 9 contains 11555 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 11 contains 8857 members 
Mstep: Class 12 contains 12344 members 
Mstep: Class 13 contains 122601 members 
Mstep: Class 14 contains 56142 members 
Mstep: Class 15 contains 127431 members 
Mstep: Class 16 contains 42126 members 
Mstep: Class 17 contains 1441 members 
Mstep: Class 18 contains 10428 members 
Mstep: Class 19 contains 10070 members 
Mstep: Class 20 contains 1628 members 
Mstep: Class 21 contains 1966 members 
Mstep: Class 22 contains 1174 members 
Mstep: Class 23 contains 3217 members 
Mstep: Class 24 contains 1822 members 
Mstep: Class 25 contains 2738 members 
Mstep: Class 26 contains 2930 members 
Mstep: Class 27 contains 4108 members 
Mstep: Class 28 contains 123653 members 
Mstep: Class 29 contains 15715 members 
Mstep: Class 30 contains 1302 members 
Mstep: Class 31 contains 5709 members 
Mstep: Class 32 contains 1557 members 
Mstep: Class 33 contains 3200 members 
Mstep: Class 34 contains 1265 members 
Mstep: Class 35 contains 5564 members 
Mstep: Class 36 contains 3717 members 
Mstep: Class 37 contains 2168 members 
Mstep: Class 38 contains 1712 members 
Mstep: Class 39 contains 731 members 
Mstep: Class 40 contains 2576 members 
Mstep: Class 41 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84438680.000000 Penalty: 91762.257812
Iteration 114Q: 42 clusters Score -8.443868e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60093 members 
Mstep: Class 2 contains 20758 members 
Mstep: Class 3 contains 121316 members 
Mstep: Class 4 contains 18356 members 
Mstep: Class 5 contains 22512 members 
Mstep: Class 6 contains 51417 members 
Mstep: Class 7 contains 7404 members 
Mstep: Class 8 contains 63167 members 
Mstep: Class 9 contains 11557 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 11 contains 8859 members 
Mstep: Class 12 contains 12449 members 
Mstep: Class 13 contains 122605 members 
Mstep: Class 14 contains 56127 members 
Mstep: Class 15 contains 127421 members 
Mstep: Class 16 contains 42124 members 
Mstep: Class 17 contains 1443 members 
Mstep: Class 18 contains 10430 members 
Mstep: Class 19 contains 10063 members 
Mstep: Class 20 contains 1629 members 
Mstep: Class 21 contains 1964 members 
Mstep: Class 22 contains 1174 members 
Mstep: Class 23 contains 3218 members 
Mstep: Class 24 contains 1822 members 
Mstep: Class 25 contains 2731 members 
Mstep: Class 26 contains 2930 members 
Mstep: Class 27 contains 4108 members 
Mstep: Class 28 contains 123630 members 
Mstep: Class 29 contains 15713 members 
Mstep: Class 30 contains 1301 members 
Mstep: Class 31 contains 5740 members 
Mstep: Class 32 contains 1557 members 
Mstep: Class 33 contains 3219 members 
Mstep: Class 34 contains 1265 members 
Mstep: Class 35 contains 5567 members 
Mstep: Class 36 contains 3730 members 
Mstep: Class 37 contains 2168 members 
Mstep: Class 38 contains 1713 members 
Mstep: Class 39 contains 731 members 
Mstep: Class 40 contains 2581 members 
Mstep: Class 41 contains 730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84438712.000000 Penalty: 91762.257812
Iteration 115Q: 42 clusters Score -8.443871e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60092 members 
Mstep: Class 2 contains 20770 members 
Mstep: Class 3 contains 121253 members 
Mstep: Class 4 contains 18356 members 
Mstep: Class 5 contains 22498 members 
Mstep: Class 6 contains 51417 members 
Mstep: Class 7 contains 7383 members 
Mstep: Class 8 contains 63147 members 
Mstep: Class 9 contains 11558 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 11 contains 8864 members 
Mstep: Class 12 contains 12561 members 
Mstep: Class 13 contains 122601 members 
Mstep: Class 14 contains 56108 members 
Mstep: Class 15 contains 127414 members 
Mstep: Class 16 contains 42119 members 
Mstep: Class 17 contains 1444 members 
Mstep: Class 18 contains 10434 members 
Mstep: Class 19 contains 10049 members 
Mstep: Class 20 contains 1629 members 
Mstep: Class 21 contains 1963 members 
Mstep: Class 22 contains 1175 members 
Mstep: Class 23 contains 3220 members 
Mstep: Class 24 contains 1821 members 
Mstep: Class 25 contains 2721 members 
Mstep: Class 26 contains 2930 members 
Mstep: Class 27 contains 4113 members 
Mstep: Class 28 contains 123619 members 
Mstep: Class 29 contains 15707 members 
Mstep: Class 30 contains 1300 members 
Mstep: Class 31 contains 5769 members 
Mstep: Class 32 contains 1557 members 
Mstep: Class 33 contains 3229 members 
Mstep: Class 34 contains 1265 members 
Mstep: Class 35 contains 5567 members 
Mstep: Class 36 contains 3744 members 
Mstep: Class 37 contains 2167 members 
Mstep: Class 38 contains 1714 members 
Mstep: Class 39 contains 731 members 
Mstep: Class 40 contains 2583 members 
Mstep: Class 41 contains 730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84438960.000000 Penalty: 91762.257812
Iteration 116Q: 42 clusters Score -8.443896e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60092 members 
Mstep: Class 2 contains 20782 members 
Mstep: Class 3 contains 121184 members 
Mstep: Class 4 contains 18356 members 
Mstep: Class 5 contains 22485 members 
Mstep: Class 6 contains 51417 members 
Mstep: Class 7 contains 7367 members 
Mstep: Class 8 contains 63121 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 11 contains 8866 members 
Mstep: Class 12 contains 12665 members 
Mstep: Class 13 contains 122605 members 
Mstep: Class 14 contains 56085 members 
Mstep: Class 15 contains 127404 members 
Mstep: Class 16 contains 42112 members 
Mstep: Class 17 contains 1444 members 
Mstep: Class 18 contains 10440 members 
Mstep: Class 19 contains 10040 members 
Mstep: Class 20 contains 1629 members 
Mstep: Class 21 contains 1962 members 
Mstep: Class 22 contains 1175 members 
Mstep: Class 23 contains 3219 members 
Mstep: Class 24 contains 1821 members 
Mstep: Class 25 contains 2717 members 
Mstep: Class 26 contains 2930 members 
Mstep: Class 27 contains 4115 members 
Mstep: Class 28 contains 123600 members 
Mstep: Class 29 contains 15706 members 
Mstep: Class 30 contains 1300 members 
Mstep: Class 31 contains 5802 members 
Mstep: Class 32 contains 1557 members 
Mstep: Class 33 contains 3240 members 
Mstep: Class 34 contains 1265 members 
Mstep: Class 35 contains 5571 members 
Mstep: Class 36 contains 3753 members 
Mstep: Class 37 contains 2167 members 
Mstep: Class 38 contains 1716 members 
Mstep: Class 39 contains 731 members 
Mstep: Class 40 contains 2586 members 
Mstep: Class 41 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84438960.000000 Penalty: 91762.257812
Iteration 117Q: 42 clusters Score -8.443896e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60088 members 
Mstep: Class 2 contains 20795 members 
Mstep: Class 3 contains 121119 members 
Mstep: Class 4 contains 18356 members 
Mstep: Class 5 contains 22474 members 
Mstep: Class 6 contains 51417 members 
Mstep: Class 7 contains 7352 members 
Mstep: Class 8 contains 63083 members 
Mstep: Class 9 contains 11572 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 11 contains 8866 members 
Mstep: Class 12 contains 12776 members 
Mstep: Class 13 contains 122603 members 
Mstep: Class 14 contains 56058 members 
Mstep: Class 15 contains 127406 members 
Mstep: Class 16 contains 42111 members 
Mstep: Class 17 contains 1444 members 
Mstep: Class 18 contains 10445 members 
Mstep: Class 19 contains 10030 members 
Mstep: Class 20 contains 1629 members 
Mstep: Class 21 contains 1958 members 
Mstep: Class 22 contains 1175 members 
Mstep: Class 23 contains 3220 members 
Mstep: Class 24 contains 1821 members 
Mstep: Class 25 contains 2711 members 
Mstep: Class 26 contains 2934 members 
Mstep: Class 27 contains 4118 members 
Mstep: Class 28 contains 123583 members 
Mstep: Class 29 contains 15705 members 
Mstep: Class 30 contains 1300 members 
Mstep: Class 31 contains 5829 members 
Mstep: Class 32 contains 1557 members 
Mstep: Class 33 contains 3256 members 
Mstep: Class 34 contains 1265 members 
Mstep: Class 35 contains 5572 members 
Mstep: Class 36 contains 3761 members 
Mstep: Class 37 contains 2166 members 
Mstep: Class 38 contains 1718 members 
Mstep: Class 39 contains 731 members 
Mstep: Class 40 contains 2588 members 
Mstep: Class 41 contains 730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84438976.000000 Penalty: 91762.257812
Iteration 118Q: 42 clusters Score -8.443898e+07 nChanged 411
Entering ConstructFrom: 
Score: -84438976.000000 Penalty: 91762.257812
Entering ConstructFrom: 
Trying to split cluster 1 (60085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60085 members 
Entering Unmasked Estep 
Score: -5516386.500000 Penalty: 1788.071167
	Iteration 0F: 2 clusters Score -5516386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -5476369.500000 Penalty: 3576.142334
	Iteration 0F: 3 clusters Score -5476370 nChanged 28265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -5492395.500000 Penalty: 3576.142334
	Iteration 1F: 3 clusters Score -5492396 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -5493045.500000 Penalty: 3576.142334
	Iteration 2Q: 3 clusters Score -5493046 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -5493910.000000 Penalty: 3576.142334
	Iteration 3Q: 3 clusters Score -5493910 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -5495265.000000 Penalty: 3576.142334
	Iteration 4Q: 3 clusters Score -5495265 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -5497341.500000 Penalty: 3576.142334
	Iteration 5F: 3 clusters Score -5497342 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43794 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -5500484.000000 Penalty: 3576.142334
	Iteration 6F: 3 clusters Score -5500484 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -5504418.000000 Penalty: 3576.142334
	Iteration 7F: 3 clusters Score -5504418 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52547 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -5508202.500000 Penalty: 3576.142334
	Iteration 8F: 3 clusters Score -5508202 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55660 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -5511027.000000 Penalty: 3576.142334
	Iteration 9F: 3 clusters Score -5511027 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57689 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -5512854.000000 Penalty: 3576.142334
	Iteration 10Q: 3 clusters Score -5512854 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58804 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5513800.000000 Penalty: 3576.142334
	Iteration 11Q: 3 clusters Score -5513800 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59395 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5514300.500000 Penalty: 3576.142334
	Iteration 12Q: 3 clusters Score -5514300 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59633 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5514549.500000 Penalty: 3576.142334
	Iteration 13Q: 3 clusters Score -5514550 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59730 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5514656.500000 Penalty: 3576.142334
	Iteration 14Q: 3 clusters Score -5514656 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59772 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5514710.000000 Penalty: 3576.142334
	Iteration 15Q: 3 clusters Score -5514710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59790 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5514743.500000 Penalty: 3576.142334
	Iteration 16Q: 3 clusters Score -5514744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59803 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5514763.500000 Penalty: 3576.142334
	Iteration 17Q: 3 clusters Score -5514764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59815 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5514781.500000 Penalty: 3576.142334
	Iteration 18Q: 3 clusters Score -5514782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59815 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5514780.500000 Penalty: 3576.142334
	Iteration 19Q: 3 clusters Score -5514780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59816 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5514784.000000 Penalty: 3576.142334
	Iteration 20F: 3 clusters Score -5514784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59818 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5514793.000000 Penalty: 3576.142334
	Iteration 21Q: 3 clusters Score -5514793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59822 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5514799.000000 Penalty: 3576.142334
	Iteration 22Q: 3 clusters Score -5514799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59821 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5514809.000000 Penalty: 3576.142334
	Iteration 23Q: 3 clusters Score -5514809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59822 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5514808.000000 Penalty: 3576.142334
	Iteration 24Q: 3 clusters Score -5514808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59822 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5514808.000000 Penalty: 3576.142334
	Iteration 25F: 3 clusters Score -5514808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Entering Unmasked Estep 
Score: -1722113.250000 Penalty: 1615.697998
	Iteration 0F: 2 clusters Score -1722113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1707844.000000 Penalty: 3231.395996
	Iteration 0F: 3 clusters Score -1707844 nChanged 9449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1713697.875000 Penalty: 3231.395996
	Iteration 1F: 3 clusters Score -1713698 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1714354.625000 Penalty: 3231.395996
	Iteration 2F: 3 clusters Score -1714355 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1714958.750000 Penalty: 3231.395996
	Iteration 3F: 3 clusters Score -1714959 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1715541.000000 Penalty: 3231.395996
	Iteration 4F: 3 clusters Score -1715541 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1716109.250000 Penalty: 3231.395996
	Iteration 5F: 3 clusters Score -1716109 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1716688.750000 Penalty: 3231.395996
	Iteration 6Q: 3 clusters Score -1716689 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1717298.500000 Penalty: 3231.395996
	Iteration 7Q: 3 clusters Score -1717298 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1717874.125000 Penalty: 3231.395996
	Iteration 8Q: 3 clusters Score -1717874 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1718360.000000 Penalty: 3231.395996
	Iteration 9Q: 3 clusters Score -1718360 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1718713.250000 Penalty: 3231.395996
	Iteration 10Q: 3 clusters Score -1718713 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1718946.625000 Penalty: 3231.395996
	Iteration 11Q: 3 clusters Score -1718947 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1719115.500000 Penalty: 3231.395996
	Iteration 12Q: 3 clusters Score -1719116 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1719243.625000 Penalty: 3231.395996
	Iteration 13Q: 3 clusters Score -1719244 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1719332.000000 Penalty: 3231.395996
	Iteration 14Q: 3 clusters Score -1719332 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1719414.750000 Penalty: 3231.395996
	Iteration 15Q: 3 clusters Score -1719415 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1719480.000000 Penalty: 3231.395996
	Iteration 16Q: 3 clusters Score -1719480 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1719538.625000 Penalty: 3231.395996
	Iteration 17Q: 3 clusters Score -1719539 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1719602.875000 Penalty: 3231.395996
	Iteration 18Q: 3 clusters Score -1719603 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1719671.750000 Penalty: 3231.395996
	Iteration 19Q: 3 clusters Score -1719672 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1719745.000000 Penalty: 3231.395996
	Iteration 20F: 3 clusters Score -1719745 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1719820.625000 Penalty: 3231.395996
	Iteration 21Q: 3 clusters Score -1719821 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1719903.875000 Penalty: 3231.395996
	Iteration 22Q: 3 clusters Score -1719904 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1719979.625000 Penalty: 3231.395996
	Iteration 23Q: 3 clusters Score -1719980 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1720050.125000 Penalty: 3231.395996
	Iteration 24Q: 3 clusters Score -1720050 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1720124.125000 Penalty: 3231.395996
	Iteration 25Q: 3 clusters Score -1720124 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1720207.375000 Penalty: 3231.395996
	Iteration 26Q: 3 clusters Score -1720207 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1720293.625000 Penalty: 3231.395996
	Iteration 27Q: 3 clusters Score -1720294 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1720374.625000 Penalty: 3231.395996
	Iteration 28Q: 3 clusters Score -1720375 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1720468.625000 Penalty: 3231.395996
	Iteration 29Q: 3 clusters Score -1720469 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1720545.625000 Penalty: 3231.395996
	Iteration 30Q: 3 clusters Score -1720546 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1720624.125000 Penalty: 3231.395996
	Iteration 31Q: 3 clusters Score -1720624 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1720708.500000 Penalty: 3231.395996
	Iteration 32Q: 3 clusters Score -1720708 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1720785.500000 Penalty: 3231.395996
	Iteration 33Q: 3 clusters Score -1720786 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1720854.875000 Penalty: 3231.395996
	Iteration 34Q: 3 clusters Score -1720855 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1720902.625000 Penalty: 3231.395996
	Iteration 35Q: 3 clusters Score -1720903 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1720952.500000 Penalty: 3231.395996
	Iteration 36Q: 3 clusters Score -1720952 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1720991.875000 Penalty: 3231.395996
	Iteration 37Q: 3 clusters Score -1720992 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1721031.125000 Penalty: 3231.395996
	Iteration 38Q: 3 clusters Score -1721031 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1721064.750000 Penalty: 3231.395996
	Iteration 39Q: 3 clusters Score -1721065 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1721084.875000 Penalty: 3231.395996
	Iteration 40F: 3 clusters Score -1721085 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1721116.750000 Penalty: 3231.395996
	Iteration 41Q: 3 clusters Score -1721117 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1721133.750000 Penalty: 3231.395996
	Iteration 42Q: 3 clusters Score -1721134 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1721148.625000 Penalty: 3231.395996
	Iteration 43Q: 3 clusters Score -1721149 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1721163.750000 Penalty: 3231.395996
	Iteration 44Q: 3 clusters Score -1721164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1721166.500000 Penalty: 3231.395996
	Iteration 45Q: 3 clusters Score -1721166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1721174.750000 Penalty: 3231.395996
	Iteration 46Q: 3 clusters Score -1721175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1721179.375000 Penalty: 3231.395996
	Iteration 47Q: 3 clusters Score -1721179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1721181.500000 Penalty: 3231.395996
	Iteration 48Q: 3 clusters Score -1721182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1721187.875000 Penalty: 3231.395996
	Iteration 49Q: 3 clusters Score -1721188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1721190.500000 Penalty: 3231.395996
	Iteration 50Q: 3 clusters Score -1721190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1721196.625000 Penalty: 3231.395996
	Iteration 51Q: 3 clusters Score -1721197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1721199.250000 Penalty: 3231.395996
	Iteration 52Q: 3 clusters Score -1721199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1721201.000000 Penalty: 3231.395996
	Iteration 53Q: 3 clusters Score -1721201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1721200.250000 Penalty: 3231.395996
	Iteration 54Q: 3 clusters Score -1721200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1721201.500000 Penalty: 3231.395996
	Iteration 55Q: 3 clusters Score -1721202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1721205.000000 Penalty: 3231.395996
	Iteration 56Q: 3 clusters Score -1721205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1721207.375000 Penalty: 3231.395996
	Iteration 57Q: 3 clusters Score -1721207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1721208.750000 Penalty: 3231.395996
	Iteration 58Q: 3 clusters Score -1721209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1721212.125000 Penalty: 3231.395996
	Iteration 59Q: 3 clusters Score -1721212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1721214.375000 Penalty: 3231.395996
	Iteration 60F: 3 clusters Score -1721214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1721217.375000 Penalty: 3231.395996
	Iteration 61Q: 3 clusters Score -1721217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1721219.250000 Penalty: 3231.395996
	Iteration 62Q: 3 clusters Score -1721219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1721221.125000 Penalty: 3231.395996
	Iteration 63Q: 3 clusters Score -1721221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1721223.000000 Penalty: 3231.395996
	Iteration 64Q: 3 clusters Score -1721223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1721223.000000 Penalty: 3231.395996
	Iteration 65Q: 3 clusters Score -1721223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1721224.500000 Penalty: 3231.395996
	Iteration 66Q: 3 clusters Score -1721224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1721224.500000 Penalty: 3231.395996
	Iteration 67F: 3 clusters Score -1721224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (121063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121063 members 
Entering Unmasked Estep 
Score: -11069767.000000 Penalty: 1901.910767
	Iteration 0F: 2 clusters Score -1.106977e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60470 members 
Mstep: Class 2 contains 60593 members 
Entering Unmasked Estep 
Score: -10988772.000000 Penalty: 3803.821533
	Iteration 0F: 3 clusters Score -1.098877e+07 nChanged 57892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58658 members 
Mstep: Class 2 contains 62405 members 
Entering Unmasked Estep 
Score: -11023800.000000 Penalty: 3803.821533
	Iteration 1F: 3 clusters Score -1.10238e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57117 members 
Mstep: Class 2 contains 63946 members 
Entering Unmasked Estep 
Score: -11026311.000000 Penalty: 3803.821533
	Iteration 2Q: 3 clusters Score -1.102631e+07 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 66313 members 
Entering Unmasked Estep 
Score: -11029877.000000 Penalty: 3803.821533
	Iteration 3F: 3 clusters Score -1.102988e+07 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51527 members 
Mstep: Class 2 contains 69536 members 
Entering Unmasked Estep 
Score: -11034784.000000 Penalty: 3803.821533
	Iteration 4F: 3 clusters Score -1.103478e+07 nChanged 8352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47493 members 
Mstep: Class 2 contains 73570 members 
Entering Unmasked Estep 
Score: -11040786.000000 Penalty: 3803.821533
	Iteration 5F: 3 clusters Score -1.104079e+07 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 77446 members 
Entering Unmasked Estep 
Score: -11047018.000000 Penalty: 3803.821533
	Iteration 6F: 3 clusters Score -1.104702e+07 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 80469 members 
Entering Unmasked Estep 
Score: -11052192.000000 Penalty: 3803.821533
	Iteration 7F: 3 clusters Score -1.105219e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 82538 members 
Entering Unmasked Estep 
Score: -11055687.000000 Penalty: 3803.821533
	Iteration 8Q: 3 clusters Score -1.105569e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 84039 members 
Entering Unmasked Estep 
Score: -11057575.000000 Penalty: 3803.821533
	Iteration 9Q: 3 clusters Score -1.105758e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 85202 members 
Entering Unmasked Estep 
Score: -11058681.000000 Penalty: 3803.821533
	Iteration 10Q: 3 clusters Score -1.105868e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 86203 members 
Entering Unmasked Estep 
Score: -11059397.000000 Penalty: 3803.821533
	Iteration 11Q: 3 clusters Score -1.10594e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 87088 members 
Entering Unmasked Estep 
Score: -11059842.000000 Penalty: 3803.821533
	Iteration 12Q: 3 clusters Score -1.105984e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 87863 members 
Entering Unmasked Estep 
Score: -11060301.000000 Penalty: 3803.821533
	Iteration 13Q: 3 clusters Score -1.10603e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 88575 members 
Entering Unmasked Estep 
Score: -11060558.000000 Penalty: 3803.821533
	Iteration 14Q: 3 clusters Score -1.106056e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 89242 members 
Entering Unmasked Estep 
Score: -11060819.000000 Penalty: 3803.821533
	Iteration 15Q: 3 clusters Score -1.106082e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 89862 members 
Entering Unmasked Estep 
Score: -11060934.000000 Penalty: 3803.821533
	Iteration 16Q: 3 clusters Score -1.106093e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 90430 members 
Entering Unmasked Estep 
Score: -11061096.000000 Penalty: 3803.821533
	Iteration 17Q: 3 clusters Score -1.10611e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 91029 members 
Entering Unmasked Estep 
Score: -11061276.000000 Penalty: 3803.821533
	Iteration 18Q: 3 clusters Score -1.106128e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 91560 members 
Entering Unmasked Estep 
Score: -11061373.000000 Penalty: 3803.821533
	Iteration 19Q: 3 clusters Score -1.106137e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 92110 members 
Entering Unmasked Estep 
Score: -11061480.000000 Penalty: 3803.821533
	Iteration 20F: 3 clusters Score -1.106148e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 92675 members 
Entering Unmasked Estep 
Score: -11061581.000000 Penalty: 3803.821533
	Iteration 21Q: 3 clusters Score -1.106158e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 93255 members 
Entering Unmasked Estep 
Score: -11061627.000000 Penalty: 3803.821533
	Iteration 22Q: 3 clusters Score -1.106163e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 93854 members 
Entering Unmasked Estep 
Score: -11061651.000000 Penalty: 3803.821533
	Iteration 23Q: 3 clusters Score -1.106165e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 94433 members 
Entering Unmasked Estep 
Score: -11061724.000000 Penalty: 3803.821533
	Iteration 24Q: 3 clusters Score -1.106172e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 95028 members 
Entering Unmasked Estep 
Score: -11061778.000000 Penalty: 3803.821533
	Iteration 25Q: 3 clusters Score -1.106178e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 95652 members 
Entering Unmasked Estep 
Score: -11061868.000000 Penalty: 3803.821533
	Iteration 26Q: 3 clusters Score -1.106187e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 96303 members 
Entering Unmasked Estep 
Score: -11061910.000000 Penalty: 3803.821533
	Iteration 27Q: 3 clusters Score -1.106191e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 96963 members 
Entering Unmasked Estep 
Score: -11062040.000000 Penalty: 3803.821533
	Iteration 28Q: 3 clusters Score -1.106204e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 97651 members 
Entering Unmasked Estep 
Score: -11062131.000000 Penalty: 3803.821533
	Iteration 29Q: 3 clusters Score -1.106213e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 98350 members 
Entering Unmasked Estep 
Score: -11062215.000000 Penalty: 3803.821533
	Iteration 30Q: 3 clusters Score -1.106222e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 99063 members 
Entering Unmasked Estep 
Score: -11062305.000000 Penalty: 3803.821533
	Iteration 31Q: 3 clusters Score -1.10623e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 99819 members 
Entering Unmasked Estep 
Score: -11062452.000000 Penalty: 3803.821533
	Iteration 32Q: 3 clusters Score -1.106245e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 100615 members 
Entering Unmasked Estep 
Score: -11062598.000000 Penalty: 3803.821533
	Iteration 33Q: 3 clusters Score -1.10626e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 101452 members 
Entering Unmasked Estep 
Score: -11062763.000000 Penalty: 3803.821533
	Iteration 34Q: 3 clusters Score -1.106276e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 102349 members 
Entering Unmasked Estep 
Score: -11062936.000000 Penalty: 3803.821533
	Iteration 35Q: 3 clusters Score -1.106294e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 103296 members 
Entering Unmasked Estep 
Score: -11063158.000000 Penalty: 3803.821533
	Iteration 36Q: 3 clusters Score -1.106316e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 104226 members 
Entering Unmasked Estep 
Score: -11063415.000000 Penalty: 3803.821533
	Iteration 37Q: 3 clusters Score -1.106342e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 105190 members 
Entering Unmasked Estep 
Score: -11063607.000000 Penalty: 3803.821533
	Iteration 38Q: 3 clusters Score -1.106361e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 106234 members 
Entering Unmasked Estep 
Score: -11063900.000000 Penalty: 3803.821533
	Iteration 39Q: 3 clusters Score -1.10639e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 107299 members 
Entering Unmasked Estep 
Score: -11064246.000000 Penalty: 3803.821533
	Iteration 40F: 3 clusters Score -1.106425e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 108362 members 
Entering Unmasked Estep 
Score: -11064549.000000 Penalty: 3803.821533
	Iteration 41Q: 3 clusters Score -1.106455e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 109446 members 
Entering Unmasked Estep 
Score: -11064968.000000 Penalty: 3803.821533
	Iteration 42Q: 3 clusters Score -1.106497e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 110493 members 
Entering Unmasked Estep 
Score: -11065345.000000 Penalty: 3803.821533
	Iteration 43Q: 3 clusters Score -1.106534e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 111545 members 
Entering Unmasked Estep 
Score: -11065798.000000 Penalty: 3803.821533
	Iteration 44Q: 3 clusters Score -1.10658e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 112578 members 
Entering Unmasked Estep 
Score: -11066158.000000 Penalty: 3803.821533
	Iteration 45Q: 3 clusters Score -1.106616e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 113536 members 
Entering Unmasked Estep 
Score: -11066507.000000 Penalty: 3803.821533
	Iteration 46Q: 3 clusters Score -1.106651e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 114420 members 
Entering Unmasked Estep 
Score: -11066828.000000 Penalty: 3803.821533
	Iteration 47Q: 3 clusters Score -1.106683e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 115183 members 
Entering Unmasked Estep 
Score: -11067155.000000 Penalty: 3803.821533
	Iteration 48Q: 3 clusters Score -1.106716e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 115859 members 
Entering Unmasked Estep 
Score: -11067463.000000 Penalty: 3803.821533
	Iteration 49Q: 3 clusters Score -1.106746e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 116425 members 
Entering Unmasked Estep 
Score: -11067750.000000 Penalty: 3803.821533
	Iteration 50Q: 3 clusters Score -1.106775e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 116864 members 
Entering Unmasked Estep 
Score: -11067981.000000 Penalty: 3803.821533
	Iteration 51Q: 3 clusters Score -1.106798e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 117219 members 
Entering Unmasked Estep 
Score: -11068173.000000 Penalty: 3803.821533
	Iteration 52Q: 3 clusters Score -1.106817e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 117554 members 
Entering Unmasked Estep 
Score: -11068304.000000 Penalty: 3803.821533
	Iteration 53Q: 3 clusters Score -1.10683e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 117815 members 
Entering Unmasked Estep 
Score: -11068413.000000 Penalty: 3803.821533
	Iteration 54Q: 3 clusters Score -1.106841e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 118038 members 
Entering Unmasked Estep 
Score: -11068505.000000 Penalty: 3803.821533
	Iteration 55Q: 3 clusters Score -1.10685e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 118216 members 
Entering Unmasked Estep 
Score: -11068577.000000 Penalty: 3803.821533
	Iteration 56Q: 3 clusters Score -1.106858e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 118388 members 
Entering Unmasked Estep 
Score: -11068631.000000 Penalty: 3803.821533
	Iteration 57Q: 3 clusters Score -1.106863e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 118533 members 
Entering Unmasked Estep 
Score: -11068684.000000 Penalty: 3803.821533
	Iteration 58Q: 3 clusters Score -1.106868e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 118648 members 
Entering Unmasked Estep 
Score: -11068728.000000 Penalty: 3803.821533
	Iteration 59Q: 3 clusters Score -1.106873e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 118710 members 
Entering Unmasked Estep 
Score: -11068753.000000 Penalty: 3803.821533
	Iteration 60F: 3 clusters Score -1.106875e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 118769 members 
Entering Unmasked Estep 
Score: -11068768.000000 Penalty: 3803.821533
	Iteration 61Q: 3 clusters Score -1.106877e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 118818 members 
Entering Unmasked Estep 
Score: -11068785.000000 Penalty: 3803.821533
	Iteration 62Q: 3 clusters Score -1.106878e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 118861 members 
Entering Unmasked Estep 
Score: -11068797.000000 Penalty: 3803.821533
	Iteration 63Q: 3 clusters Score -1.10688e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 118898 members 
Entering Unmasked Estep 
Score: -11068810.000000 Penalty: 3803.821533
	Iteration 64Q: 3 clusters Score -1.106881e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 118929 members 
Entering Unmasked Estep 
Score: -11068826.000000 Penalty: 3803.821533
	Iteration 65Q: 3 clusters Score -1.106883e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 118962 members 
Entering Unmasked Estep 
Score: -11068843.000000 Penalty: 3803.821533
	Iteration 66Q: 3 clusters Score -1.106884e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 118988 members 
Entering Unmasked Estep 
Score: -11068830.000000 Penalty: 3803.821533
	Iteration 67Q: 3 clusters Score -1.106883e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 119011 members 
Entering Unmasked Estep 
Score: -11068829.000000 Penalty: 3803.821533
	Iteration 68Q: 3 clusters Score -1.106883e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 119029 members 
Entering Unmasked Estep 
Score: -11068844.000000 Penalty: 3803.821533
	Iteration 69Q: 3 clusters Score -1.106884e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 119053 members 
Entering Unmasked Estep 
Score: -11068852.000000 Penalty: 3803.821533
	Iteration 70Q: 3 clusters Score -1.106885e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 119097 members 
Entering Unmasked Estep 
Score: -11068865.000000 Penalty: 3803.821533
	Iteration 71Q: 3 clusters Score -1.106886e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 119124 members 
Entering Unmasked Estep 
Score: -11068881.000000 Penalty: 3803.821533
	Iteration 72Q: 3 clusters Score -1.106888e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 119142 members 
Entering Unmasked Estep 
Score: -11068900.000000 Penalty: 3803.821533
	Iteration 73Q: 3 clusters Score -1.10689e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 119161 members 
Entering Unmasked Estep 
Score: -11068918.000000 Penalty: 3803.821533
	Iteration 74Q: 3 clusters Score -1.106892e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 119179 members 
Entering Unmasked Estep 
Score: -11068942.000000 Penalty: 3803.821533
	Iteration 75Q: 3 clusters Score -1.106894e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 119195 members 
Entering Unmasked Estep 
Score: -11068943.000000 Penalty: 3803.821533
	Iteration 76Q: 3 clusters Score -1.106894e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 119217 members 
Entering Unmasked Estep 
Score: -11068966.000000 Penalty: 3803.821533
	Iteration 77Q: 3 clusters Score -1.106897e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 119242 members 
Entering Unmasked Estep 
Score: -11068980.000000 Penalty: 3803.821533
	Iteration 78Q: 3 clusters Score -1.106898e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 119272 members 
Entering Unmasked Estep 
Score: -11068998.000000 Penalty: 3803.821533
	Iteration 79Q: 3 clusters Score -1.1069e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 119268 members 
Entering Unmasked Estep 
Score: -11069046.000000 Penalty: 3803.821533
	Iteration 80F: 3 clusters Score -1.106905e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 119258 members 
Entering Unmasked Estep 
Score: -11069147.000000 Penalty: 3803.821533
	Iteration 81Q: 3 clusters Score -1.106915e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 119261 members 
Entering Unmasked Estep 
Score: -11069305.000000 Penalty: 3803.821533
	Iteration 82Q: 3 clusters Score -1.10693e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 119240 members 
Entering Unmasked Estep 
Score: -11069438.000000 Penalty: 3803.821533
	Iteration 83Q: 3 clusters Score -1.106944e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 119200 members 
Entering Unmasked Estep 
Score: -11069511.000000 Penalty: 3803.821533
	Iteration 84Q: 3 clusters Score -1.106951e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 119143 members 
Entering Unmasked Estep 
Score: -11069558.000000 Penalty: 3803.821533
	Iteration 85Q: 3 clusters Score -1.106956e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 119089 members 
Entering Unmasked Estep 
Score: -11069600.000000 Penalty: 3803.821533
	Iteration 86Q: 3 clusters Score -1.10696e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 119028 members 
Entering Unmasked Estep 
Score: -11069608.000000 Penalty: 3803.821533
	Iteration 87Q: 3 clusters Score -1.106961e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 118972 members 
Entering Unmasked Estep 
Score: -11069626.000000 Penalty: 3803.821533
	Iteration 88Q: 3 clusters Score -1.106963e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 118925 members 
Entering Unmasked Estep 
Score: -11069654.000000 Penalty: 3803.821533
	Iteration 89Q: 3 clusters Score -1.106965e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 118878 members 
Entering Unmasked Estep 
Score: -11069663.000000 Penalty: 3803.821533
	Iteration 90Q: 3 clusters Score -1.106966e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 118826 members 
Entering Unmasked Estep 
Score: -11069684.000000 Penalty: 3803.821533
	Iteration 91Q: 3 clusters Score -1.106968e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 118778 members 
Entering Unmasked Estep 
Score: -11069717.000000 Penalty: 3803.821533
	Iteration 92Q: 3 clusters Score -1.106972e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 118741 members 
Entering Unmasked Estep 
Score: -11069715.000000 Penalty: 3803.821533
	Iteration 93Q: 3 clusters Score -1.106972e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 118702 members 
Entering Unmasked Estep 
Score: -11069707.000000 Penalty: 3803.821533
	Iteration 94Q: 3 clusters Score -1.106971e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 118662 members 
Entering Unmasked Estep 
Score: -11069714.000000 Penalty: 3803.821533
	Iteration 95Q: 3 clusters Score -1.106971e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 118632 members 
Entering Unmasked Estep 
Score: -11069718.000000 Penalty: 3803.821533
	Iteration 96Q: 3 clusters Score -1.106972e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 118605 members 
Entering Unmasked Estep 
Score: -11069722.000000 Penalty: 3803.821533
	Iteration 97Q: 3 clusters Score -1.106972e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 118585 members 
Entering Unmasked Estep 
Score: -11069731.000000 Penalty: 3803.821533
	Iteration 98Q: 3 clusters Score -1.106973e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 118563 members 
Entering Unmasked Estep 
Score: -11069725.000000 Penalty: 3803.821533
	Iteration 99Q: 3 clusters Score -1.106972e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 118547 members 
Entering Unmasked Estep 
Score: -11069729.000000 Penalty: 3803.821533
	Iteration 100F: 3 clusters Score -1.106973e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 118535 members 
Entering Unmasked Estep 
Score: -11069726.000000 Penalty: 3803.821533
	Iteration 101Q: 3 clusters Score -1.106973e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 118527 members 
Entering Unmasked Estep 
Score: -11069712.000000 Penalty: 3803.821533
	Iteration 102Q: 3 clusters Score -1.106971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 118521 members 
Entering Unmasked Estep 
Score: -11069710.000000 Penalty: 3803.821533
	Iteration 103Q: 3 clusters Score -1.106971e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 118511 members 
Entering Unmasked Estep 
Score: -11069708.000000 Penalty: 3803.821533
	Iteration 104Q: 3 clusters Score -1.106971e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 118500 members 
Entering Unmasked Estep 
Score: -11069713.000000 Penalty: 3803.821533
	Iteration 105Q: 3 clusters Score -1.106971e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 118488 members 
Entering Unmasked Estep 
Score: -11069708.000000 Penalty: 3803.821533
	Iteration 106Q: 3 clusters Score -1.106971e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 118471 members 
Entering Unmasked Estep 
Score: -11069720.000000 Penalty: 3803.821533
	Iteration 107Q: 3 clusters Score -1.106972e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 118450 members 
Entering Unmasked Estep 
Score: -11069716.000000 Penalty: 3803.821533
	Iteration 108Q: 3 clusters Score -1.106972e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 118429 members 
Entering Unmasked Estep 
Score: -11069716.000000 Penalty: 3803.821533
	Iteration 109Q: 3 clusters Score -1.106972e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 118409 members 
Entering Unmasked Estep 
Score: -11069720.000000 Penalty: 3803.821533
	Iteration 110Q: 3 clusters Score -1.106972e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 118391 members 
Entering Unmasked Estep 
Score: -11069723.000000 Penalty: 3803.821533
	Iteration 111Q: 3 clusters Score -1.106972e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 118373 members 
Entering Unmasked Estep 
Score: -11069725.000000 Penalty: 3803.821533
	Iteration 112Q: 3 clusters Score -1.106972e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 118355 members 
Entering Unmasked Estep 
Score: -11069745.000000 Penalty: 3803.821533
	Iteration 113Q: 3 clusters Score -1.106974e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 118345 members 
Entering Unmasked Estep 
Score: -11069741.000000 Penalty: 3803.821533
	Iteration 114Q: 3 clusters Score -1.106974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 118335 members 
Entering Unmasked Estep 
Score: -11069738.000000 Penalty: 3803.821533
	Iteration 115Q: 3 clusters Score -1.106974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 118327 members 
Entering Unmasked Estep 
Score: -11069753.000000 Penalty: 3803.821533
	Iteration 116Q: 3 clusters Score -1.106975e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 118316 members 
Entering Unmasked Estep 
Score: -11069747.000000 Penalty: 3803.821533
	Iteration 117Q: 3 clusters Score -1.106975e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 118299 members 
Entering Unmasked Estep 
Score: -11069727.000000 Penalty: 3803.821533
	Iteration 118Q: 3 clusters Score -1.106973e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 118277 members 
Entering Unmasked Estep 
Score: -11069741.000000 Penalty: 3803.821533
	Iteration 119Q: 3 clusters Score -1.106974e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 118259 members 
Entering Unmasked Estep 
Score: -11069739.000000 Penalty: 3803.821533
	Iteration 120F: 3 clusters Score -1.106974e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 118244 members 
Entering Unmasked Estep 
Score: -11069734.000000 Penalty: 3803.821533
	Iteration 121Q: 3 clusters Score -1.106973e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 118232 members 
Entering Unmasked Estep 
Score: -11069750.000000 Penalty: 3803.821533
	Iteration 122Q: 3 clusters Score -1.106975e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 118219 members 
Entering Unmasked Estep 
Score: -11069742.000000 Penalty: 3803.821533
	Iteration 123Q: 3 clusters Score -1.106974e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 118207 members 
Entering Unmasked Estep 
Score: -11069742.000000 Penalty: 3803.821533
	Iteration 124Q: 3 clusters Score -1.106974e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 118195 members 
Entering Unmasked Estep 
Score: -11069748.000000 Penalty: 3803.821533
	Iteration 125Q: 3 clusters Score -1.106975e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 118185 members 
Entering Unmasked Estep 
Score: -11069751.000000 Penalty: 3803.821533
	Iteration 126Q: 3 clusters Score -1.106975e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 118169 members 
Entering Unmasked Estep 
Score: -11069752.000000 Penalty: 3803.821533
	Iteration 127Q: 3 clusters Score -1.106975e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 118159 members 
Entering Unmasked Estep 
Score: -11069756.000000 Penalty: 3803.821533
	Iteration 128Q: 3 clusters Score -1.106976e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 118146 members 
Entering Unmasked Estep 
Score: -11069752.000000 Penalty: 3803.821533
	Iteration 129Q: 3 clusters Score -1.106975e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 118135 members 
Entering Unmasked Estep 
Score: -11069757.000000 Penalty: 3803.821533
	Iteration 130Q: 3 clusters Score -1.106976e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 118123 members 
Entering Unmasked Estep 
Score: -11069764.000000 Penalty: 3803.821533
	Iteration 131Q: 3 clusters Score -1.106976e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 118115 members 
Entering Unmasked Estep 
Score: -11069768.000000 Penalty: 3803.821533
	Iteration 132Q: 3 clusters Score -1.106977e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 118111 members 
Entering Unmasked Estep 
Score: -11069779.000000 Penalty: 3803.821533
	Iteration 133Q: 3 clusters Score -1.106978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 118104 members 
Entering Unmasked Estep 
Score: -11069786.000000 Penalty: 3803.821533
	Iteration 134Q: 3 clusters Score -1.106979e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 118092 members 
Entering Unmasked Estep 
Score: -11069797.000000 Penalty: 3803.821533
	Iteration 135Q: 3 clusters Score -1.10698e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 118083 members 
Entering Unmasked Estep 
Score: -11069806.000000 Penalty: 3803.821533
	Iteration 136Q: 3 clusters Score -1.106981e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 118074 members 
Entering Unmasked Estep 
Score: -11069800.000000 Penalty: 3803.821533
	Iteration 137Q: 3 clusters Score -1.10698e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 118061 members 
Entering Unmasked Estep 
Score: -11069799.000000 Penalty: 3803.821533
	Iteration 138Q: 3 clusters Score -1.10698e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 118050 members 
Entering Unmasked Estep 
Score: -11069803.000000 Penalty: 3803.821533
	Iteration 139Q: 3 clusters Score -1.10698e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 118044 members 
Entering Unmasked Estep 
Score: -11069797.000000 Penalty: 3803.821533
	Iteration 140F: 3 clusters Score -1.10698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 118039 members 
Entering Unmasked Estep 
Score: -11069800.000000 Penalty: 3803.821533
	Iteration 141Q: 3 clusters Score -1.10698e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 118033 members 
Entering Unmasked Estep 
Score: -11069801.000000 Penalty: 3803.821533
	Iteration 142Q: 3 clusters Score -1.10698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 118029 members 
Entering Unmasked Estep 
Score: -11069799.000000 Penalty: 3803.821533
	Iteration 143Q: 3 clusters Score -1.10698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 118027 members 
Entering Unmasked Estep 
Score: -11069792.000000 Penalty: 3803.821533
	Iteration 144Q: 3 clusters Score -1.106979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 118025 members 
Entering Unmasked Estep 
Score: -11069802.000000 Penalty: 3803.821533
	Iteration 145Q: 3 clusters Score -1.10698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 118018 members 
Entering Unmasked Estep 
Score: -11069806.000000 Penalty: 3803.821533
	Iteration 146Q: 3 clusters Score -1.106981e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 118011 members 
Entering Unmasked Estep 
Score: -11069817.000000 Penalty: 3803.821533
	Iteration 147Q: 3 clusters Score -1.106982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 118010 members 
Entering Unmasked Estep 
Score: -11069814.000000 Penalty: 3803.821533
	Iteration 148Q: 3 clusters Score -1.106981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 118009 members 
Entering Unmasked Estep 
Score: -11069811.000000 Penalty: 3803.821533
	Iteration 149Q: 3 clusters Score -1.106981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 118008 members 
Entering Unmasked Estep 
Score: -11069810.000000 Penalty: 3803.821533
	Iteration 150Q: 3 clusters Score -1.106981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 118007 members 
Entering Unmasked Estep 
Score: -11069813.000000 Penalty: 3803.821533
	Iteration 151Q: 3 clusters Score -1.106981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 118007 members 
Entering Unmasked Estep 
Score: -11069813.000000 Penalty: 3803.821533
	Iteration 152F: 3 clusters Score -1.106981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60085 members 
Mstep: Class 2 contains 20801 members 
Mstep: Class 3 contains 3056 members 
Mstep: Class 4 contains 18356 members 
Mstep: Class 5 contains 22461 members 
Mstep: Class 6 contains 51417 members 
Mstep: Class 7 contains 7341 members 
Mstep: Class 8 contains 63043 members 
Mstep: Class 9 contains 11572 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 11 contains 8868 members 
Mstep: Class 12 contains 12897 members 
Mstep: Class 13 contains 122611 members 
Mstep: Class 14 contains 56027 members 
Mstep: Class 15 contains 127405 members 
Mstep: Class 16 contains 42107 members 
Mstep: Class 17 contains 1443 members 
Mstep: Class 18 contains 10450 members 
Mstep: Class 19 contains 10015 members 
Mstep: Class 20 contains 1629 members 
Mstep: Class 21 contains 1952 members 
Mstep: Class 22 contains 1176 members 
Mstep: Class 23 contains 3219 members 
Mstep: Class 24 contains 1822 members 
Mstep: Class 25 contains 2705 members 
Mstep: Class 26 contains 2936 members 
Mstep: Class 27 contains 4120 members 
Mstep: Class 28 contains 123567 members 
Mstep: Class 29 contains 15709 members 
Mstep: Class 30 contains 1299 members 
Mstep: Class 31 contains 5859 members 
Mstep: Class 32 contains 1557 members 
Mstep: Class 33 contains 3267 members 
Mstep: Class 34 contains 1265 members 
Mstep: Class 35 contains 5576 members 
Mstep: Class 36 contains 3768 members 
Mstep: Class 37 contains 2167 members 
Mstep: Class 38 contains 1718 members 
Mstep: Class 39 contains 731 members 
Mstep: Class 40 contains 2587 members 
Mstep: Class 41 contains 731 members 
Mstep: Class 42 contains 118007 members 
Entering Unmasked Estep 
Score: -84439184.000000 Penalty: 94000.359375
Splitting cluster 3 changes total score from -84438976.000000 to -84439184.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 4 (18356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Entering Unmasked Estep 
Score: -1491218.625000 Penalty: 1595.378174
	Iteration 0F: 2 clusters Score -1491219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1478607.250000 Penalty: 3190.756348
	Iteration 0F: 3 clusters Score -1478607 nChanged 8257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1483338.250000 Penalty: 3190.756348
	Iteration 1F: 3 clusters Score -1483338 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1484127.250000 Penalty: 3190.756348
	Iteration 2F: 3 clusters Score -1484127 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1485202.000000 Penalty: 3190.756348
	Iteration 3F: 3 clusters Score -1485202 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1486713.000000 Penalty: 3190.756348
	Iteration 4F: 3 clusters Score -1486713 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1488095.250000 Penalty: 3190.756348
	Iteration 5F: 3 clusters Score -1488095 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1488863.750000 Penalty: 3190.756348
	Iteration 6F: 3 clusters Score -1488864 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1489172.375000 Penalty: 3190.756348
	Iteration 7Q: 3 clusters Score -1489172 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1489321.750000 Penalty: 3190.756348
	Iteration 8Q: 3 clusters Score -1489322 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1489411.375000 Penalty: 3190.756348
	Iteration 9Q: 3 clusters Score -1489411 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1489472.750000 Penalty: 3190.756348
	Iteration 10Q: 3 clusters Score -1489473 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1489515.625000 Penalty: 3190.756348
	Iteration 11Q: 3 clusters Score -1489516 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1489538.125000 Penalty: 3190.756348
	Iteration 12Q: 3 clusters Score -1489538 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1489564.250000 Penalty: 3190.756348
	Iteration 13Q: 3 clusters Score -1489564 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1489587.500000 Penalty: 3190.756348
	Iteration 14Q: 3 clusters Score -1489588 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1489601.625000 Penalty: 3190.756348
	Iteration 15Q: 3 clusters Score -1489602 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1489617.375000 Penalty: 3190.756348
	Iteration 16Q: 3 clusters Score -1489617 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1489635.125000 Penalty: 3190.756348
	Iteration 17Q: 3 clusters Score -1489635 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1489649.750000 Penalty: 3190.756348
	Iteration 18Q: 3 clusters Score -1489650 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1489648.500000 Penalty: 3190.756348
	Iteration 19Q: 3 clusters Score -1489648 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1489657.500000 Penalty: 3190.756348
	Iteration 20F: 3 clusters Score -1489658 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1489664.250000 Penalty: 3190.756348
	Iteration 21Q: 3 clusters Score -1489664 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1489671.250000 Penalty: 3190.756348
	Iteration 22Q: 3 clusters Score -1489671 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1489672.250000 Penalty: 3190.756348
	Iteration 23Q: 3 clusters Score -1489672 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1489678.125000 Penalty: 3190.756348
	Iteration 24Q: 3 clusters Score -1489678 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1489678.875000 Penalty: 3190.756348
	Iteration 25Q: 3 clusters Score -1489679 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1489685.375000 Penalty: 3190.756348
	Iteration 26Q: 3 clusters Score -1489685 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1489690.750000 Penalty: 3190.756348
	Iteration 27Q: 3 clusters Score -1489691 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1489696.875000 Penalty: 3190.756348
	Iteration 28Q: 3 clusters Score -1489697 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1489696.000000 Penalty: 3190.756348
	Iteration 29Q: 3 clusters Score -1489696 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1489703.625000 Penalty: 3190.756348
	Iteration 30Q: 3 clusters Score -1489704 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1489713.375000 Penalty: 3190.756348
	Iteration 31Q: 3 clusters Score -1489713 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1489720.375000 Penalty: 3190.756348
	Iteration 32Q: 3 clusters Score -1489720 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1489723.375000 Penalty: 3190.756348
	Iteration 33Q: 3 clusters Score -1489723 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1489727.375000 Penalty: 3190.756348
	Iteration 34Q: 3 clusters Score -1489727 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1489740.250000 Penalty: 3190.756348
	Iteration 35Q: 3 clusters Score -1489740 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1489744.000000 Penalty: 3190.756348
	Iteration 36Q: 3 clusters Score -1489744 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1489750.125000 Penalty: 3190.756348
	Iteration 37Q: 3 clusters Score -1489750 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1489753.250000 Penalty: 3190.756348
	Iteration 38Q: 3 clusters Score -1489753 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1489764.375000 Penalty: 3190.756348
	Iteration 39Q: 3 clusters Score -1489764 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1489774.375000 Penalty: 3190.756348
	Iteration 40F: 3 clusters Score -1489774 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1489780.750000 Penalty: 3190.756348
	Iteration 41Q: 3 clusters Score -1489781 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1489794.375000 Penalty: 3190.756348
	Iteration 42Q: 3 clusters Score -1489794 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1489803.375000 Penalty: 3190.756348
	Iteration 43Q: 3 clusters Score -1489803 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1489815.250000 Penalty: 3190.756348
	Iteration 44Q: 3 clusters Score -1489815 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1489827.500000 Penalty: 3190.756348
	Iteration 45Q: 3 clusters Score -1489828 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1489836.125000 Penalty: 3190.756348
	Iteration 46Q: 3 clusters Score -1489836 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1489848.625000 Penalty: 3190.756348
	Iteration 47Q: 3 clusters Score -1489849 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1489863.875000 Penalty: 3190.756348
	Iteration 48Q: 3 clusters Score -1489864 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1489872.500000 Penalty: 3190.756348
	Iteration 49Q: 3 clusters Score -1489872 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1489877.625000 Penalty: 3190.756348
	Iteration 50Q: 3 clusters Score -1489878 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1489890.875000 Penalty: 3190.756348
	Iteration 51Q: 3 clusters Score -1489891 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1489907.500000 Penalty: 3190.756348
	Iteration 52Q: 3 clusters Score -1489908 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1489913.625000 Penalty: 3190.756348
	Iteration 53Q: 3 clusters Score -1489914 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1489927.500000 Penalty: 3190.756348
	Iteration 54Q: 3 clusters Score -1489928 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1489958.125000 Penalty: 3190.756348
	Iteration 55Q: 3 clusters Score -1489958 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1489986.250000 Penalty: 3190.756348
	Iteration 56Q: 3 clusters Score -1489986 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1490030.500000 Penalty: 3190.756348
	Iteration 57Q: 3 clusters Score -1490030 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1490081.125000 Penalty: 3190.756348
	Iteration 58Q: 3 clusters Score -1490081 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1490125.500000 Penalty: 3190.756348
	Iteration 59Q: 3 clusters Score -1490126 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1490170.250000 Penalty: 3190.756348
	Iteration 60F: 3 clusters Score -1490170 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1490202.125000 Penalty: 3190.756348
	Iteration 61Q: 3 clusters Score -1490202 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1490232.375000 Penalty: 3190.756348
	Iteration 62Q: 3 clusters Score -1490232 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1490259.750000 Penalty: 3190.756348
	Iteration 63Q: 3 clusters Score -1490260 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1490274.500000 Penalty: 3190.756348
	Iteration 64Q: 3 clusters Score -1490274 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1490286.375000 Penalty: 3190.756348
	Iteration 65Q: 3 clusters Score -1490286 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1490313.750000 Penalty: 3190.756348
	Iteration 66Q: 3 clusters Score -1490314 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1490332.625000 Penalty: 3190.756348
	Iteration 67Q: 3 clusters Score -1490333 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1490341.750000 Penalty: 3190.756348
	Iteration 68Q: 3 clusters Score -1490342 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1490355.625000 Penalty: 3190.756348
	Iteration 69Q: 3 clusters Score -1490356 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1490356.125000 Penalty: 3190.756348
	Iteration 70Q: 3 clusters Score -1490356 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1490368.750000 Penalty: 3190.756348
	Iteration 71Q: 3 clusters Score -1490369 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1490378.875000 Penalty: 3190.756348
	Iteration 72Q: 3 clusters Score -1490379 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1490383.875000 Penalty: 3190.756348
	Iteration 73Q: 3 clusters Score -1490384 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1490388.000000 Penalty: 3190.756348
	Iteration 74Q: 3 clusters Score -1490388 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1490394.000000 Penalty: 3190.756348
	Iteration 75Q: 3 clusters Score -1490394 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1490401.500000 Penalty: 3190.756348
	Iteration 76Q: 3 clusters Score -1490402 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1490408.875000 Penalty: 3190.756348
	Iteration 77Q: 3 clusters Score -1490409 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1490411.625000 Penalty: 3190.756348
	Iteration 78Q: 3 clusters Score -1490412 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1490412.125000 Penalty: 3190.756348
	Iteration 79Q: 3 clusters Score -1490412 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1490420.750000 Penalty: 3190.756348
	Iteration 80F: 3 clusters Score -1490421 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1490421.875000 Penalty: 3190.756348
	Iteration 81Q: 3 clusters Score -1490422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1490428.750000 Penalty: 3190.756348
	Iteration 82Q: 3 clusters Score -1490429 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1490433.750000 Penalty: 3190.756348
	Iteration 83Q: 3 clusters Score -1490434 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1490437.875000 Penalty: 3190.756348
	Iteration 84Q: 3 clusters Score -1490438 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1490440.375000 Penalty: 3190.756348
	Iteration 85Q: 3 clusters Score -1490440 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1490445.875000 Penalty: 3190.756348
	Iteration 86Q: 3 clusters Score -1490446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1490448.875000 Penalty: 3190.756348
	Iteration 87Q: 3 clusters Score -1490449 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1490454.875000 Penalty: 3190.756348
	Iteration 88Q: 3 clusters Score -1490455 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1490459.750000 Penalty: 3190.756348
	Iteration 89Q: 3 clusters Score -1490460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1490462.500000 Penalty: 3190.756348
	Iteration 90Q: 3 clusters Score -1490462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1490464.000000 Penalty: 3190.756348
	Iteration 91Q: 3 clusters Score -1490464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1490469.625000 Penalty: 3190.756348
	Iteration 92Q: 3 clusters Score -1490470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1490476.375000 Penalty: 3190.756348
	Iteration 93Q: 3 clusters Score -1490476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1490479.375000 Penalty: 3190.756348
	Iteration 94Q: 3 clusters Score -1490479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1490476.500000 Penalty: 3190.756348
	Iteration 95Q: 3 clusters Score -1490476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1490476.125000 Penalty: 3190.756348
	Iteration 96Q: 3 clusters Score -1490476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1490478.125000 Penalty: 3190.756348
	Iteration 97Q: 3 clusters Score -1490478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1490481.000000 Penalty: 3190.756348
	Iteration 98Q: 3 clusters Score -1490481 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1490483.875000 Penalty: 3190.756348
	Iteration 99Q: 3 clusters Score -1490484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1490486.375000 Penalty: 3190.756348
	Iteration 100F: 3 clusters Score -1490486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1490487.125000 Penalty: 3190.756348
	Iteration 101Q: 3 clusters Score -1490487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1490487.000000 Penalty: 3190.756348
	Iteration 102Q: 3 clusters Score -1490487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1490487.000000 Penalty: 3190.756348
	Iteration 103Q: 3 clusters Score -1490487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1490489.875000 Penalty: 3190.756348
	Iteration 104Q: 3 clusters Score -1490490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1490490.375000 Penalty: 3190.756348
	Iteration 105Q: 3 clusters Score -1490490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1490490.250000 Penalty: 3190.756348
	Iteration 106Q: 3 clusters Score -1490490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1490493.875000 Penalty: 3190.756348
	Iteration 107Q: 3 clusters Score -1490494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1490496.875000 Penalty: 3190.756348
	Iteration 108Q: 3 clusters Score -1490497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1490497.500000 Penalty: 3190.756348
	Iteration 109Q: 3 clusters Score -1490498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1490497.625000 Penalty: 3190.756348
	Iteration 110Q: 3 clusters Score -1490498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1490500.000000 Penalty: 3190.756348
	Iteration 111Q: 3 clusters Score -1490500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1490500.375000 Penalty: 3190.756348
	Iteration 112Q: 3 clusters Score -1490500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1490497.625000 Penalty: 3190.756348
	Iteration 113Q: 3 clusters Score -1490498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1490499.875000 Penalty: 3190.756348
	Iteration 114Q: 3 clusters Score -1490500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1490498.250000 Penalty: 3190.756348
	Iteration 115Q: 3 clusters Score -1490498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1490497.625000 Penalty: 3190.756348
	Iteration 116Q: 3 clusters Score -1490498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1490500.750000 Penalty: 3190.756348
	Iteration 117Q: 3 clusters Score -1490501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1490500.500000 Penalty: 3190.756348
	Iteration 118Q: 3 clusters Score -1490500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1490501.375000 Penalty: 3190.756348
	Iteration 119Q: 3 clusters Score -1490501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1490503.500000 Penalty: 3190.756348
	Iteration 120F: 3 clusters Score -1490504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1490498.625000 Penalty: 3190.756348
	Iteration 121Q: 3 clusters Score -1490499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1490501.125000 Penalty: 3190.756348
	Iteration 122Q: 3 clusters Score -1490501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1490502.250000 Penalty: 3190.756348
	Iteration 123Q: 3 clusters Score -1490502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1490506.625000 Penalty: 3190.756348
	Iteration 124Q: 3 clusters Score -1490507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1490508.875000 Penalty: 3190.756348
	Iteration 125Q: 3 clusters Score -1490509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1490506.250000 Penalty: 3190.756348
	Iteration 126Q: 3 clusters Score -1490506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1490508.875000 Penalty: 3190.756348
	Iteration 127Q: 3 clusters Score -1490509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1490509.000000 Penalty: 3190.756348
	Iteration 128Q: 3 clusters Score -1490509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1490507.375000 Penalty: 3190.756348
	Iteration 129Q: 3 clusters Score -1490507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1490508.500000 Penalty: 3190.756348
	Iteration 130Q: 3 clusters Score -1490508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1490512.750000 Penalty: 3190.756348
	Iteration 131Q: 3 clusters Score -1490513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1490510.750000 Penalty: 3190.756348
	Iteration 132Q: 3 clusters Score -1490511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1490514.875000 Penalty: 3190.756348
	Iteration 133Q: 3 clusters Score -1490515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1490512.625000 Penalty: 3190.756348
	Iteration 134Q: 3 clusters Score -1490513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1490512.750000 Penalty: 3190.756348
	Iteration 135Q: 3 clusters Score -1490513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1490512.625000 Penalty: 3190.756348
	Iteration 136Q: 3 clusters Score -1490513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1490515.625000 Penalty: 3190.756348
	Iteration 137Q: 3 clusters Score -1490516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1490515.250000 Penalty: 3190.756348
	Iteration 138Q: 3 clusters Score -1490515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1490516.625000 Penalty: 3190.756348
	Iteration 139Q: 3 clusters Score -1490517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1490515.875000 Penalty: 3190.756348
	Iteration 140F: 3 clusters Score -1490516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1490516.250000 Penalty: 3190.756348
	Iteration 141Q: 3 clusters Score -1490516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1490517.000000 Penalty: 3190.756348
	Iteration 142Q: 3 clusters Score -1490517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1490516.125000 Penalty: 3190.756348
	Iteration 143Q: 3 clusters Score -1490516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1490517.125000 Penalty: 3190.756348
	Iteration 144Q: 3 clusters Score -1490517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1490517.125000 Penalty: 3190.756348
	Iteration 145Q: 3 clusters Score -1490517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1490519.750000 Penalty: 3190.756348
	Iteration 146Q: 3 clusters Score -1490520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1490520.750000 Penalty: 3190.756348
	Iteration 147Q: 3 clusters Score -1490521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1490519.125000 Penalty: 3190.756348
	Iteration 148Q: 3 clusters Score -1490519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1490519.875000 Penalty: 3190.756348
	Iteration 149Q: 3 clusters Score -1490520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1490518.250000 Penalty: 3190.756348
	Iteration 150Q: 3 clusters Score -1490518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1490520.500000 Penalty: 3190.756348
	Iteration 151Q: 3 clusters Score -1490520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1490520.500000 Penalty: 3190.756348
	Iteration 152F: 3 clusters Score -1490520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Entering Unmasked Estep 
Score: -1852917.000000 Penalty: 1628.174561
	Iteration 0F: 2 clusters Score -1852917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1837610.375000 Penalty: 3256.349121
	Iteration 0F: 3 clusters Score -1837610 nChanged 10293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1843794.250000 Penalty: 3256.349121
	Iteration 1F: 3 clusters Score -1843794 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1844511.250000 Penalty: 3256.349121
	Iteration 2F: 3 clusters Score -1844511 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1845265.000000 Penalty: 3256.349121
	Iteration 3F: 3 clusters Score -1845265 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1846009.250000 Penalty: 3256.349121
	Iteration 4F: 3 clusters Score -1846009 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1846846.125000 Penalty: 3256.349121
	Iteration 5F: 3 clusters Score -1846846 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1847681.250000 Penalty: 3256.349121
	Iteration 6F: 3 clusters Score -1847681 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1848445.625000 Penalty: 3256.349121
	Iteration 7F: 3 clusters Score -1848446 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1849072.125000 Penalty: 3256.349121
	Iteration 8Q: 3 clusters Score -1849072 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1849470.625000 Penalty: 3256.349121
	Iteration 9Q: 3 clusters Score -1849471 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1849738.625000 Penalty: 3256.349121
	Iteration 10Q: 3 clusters Score -1849739 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1849936.125000 Penalty: 3256.349121
	Iteration 11Q: 3 clusters Score -1849936 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1850087.125000 Penalty: 3256.349121
	Iteration 12Q: 3 clusters Score -1850087 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1850199.500000 Penalty: 3256.349121
	Iteration 13Q: 3 clusters Score -1850200 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1850311.750000 Penalty: 3256.349121
	Iteration 14Q: 3 clusters Score -1850312 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1850419.625000 Penalty: 3256.349121
	Iteration 15Q: 3 clusters Score -1850420 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1850531.000000 Penalty: 3256.349121
	Iteration 16Q: 3 clusters Score -1850531 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1850625.875000 Penalty: 3256.349121
	Iteration 17Q: 3 clusters Score -1850626 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1850715.125000 Penalty: 3256.349121
	Iteration 18Q: 3 clusters Score -1850715 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1850806.000000 Penalty: 3256.349121
	Iteration 19Q: 3 clusters Score -1850806 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1850892.500000 Penalty: 3256.349121
	Iteration 20F: 3 clusters Score -1850892 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1850983.000000 Penalty: 3256.349121
	Iteration 21Q: 3 clusters Score -1850983 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1851064.625000 Penalty: 3256.349121
	Iteration 22Q: 3 clusters Score -1851065 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1851151.000000 Penalty: 3256.349121
	Iteration 23Q: 3 clusters Score -1851151 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1851232.750000 Penalty: 3256.349121
	Iteration 24Q: 3 clusters Score -1851233 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1851336.375000 Penalty: 3256.349121
	Iteration 25Q: 3 clusters Score -1851336 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1851401.875000 Penalty: 3256.349121
	Iteration 26Q: 3 clusters Score -1851402 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1851464.500000 Penalty: 3256.349121
	Iteration 27Q: 3 clusters Score -1851464 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1851525.500000 Penalty: 3256.349121
	Iteration 28Q: 3 clusters Score -1851526 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1851584.875000 Penalty: 3256.349121
	Iteration 29Q: 3 clusters Score -1851585 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1851653.250000 Penalty: 3256.349121
	Iteration 30Q: 3 clusters Score -1851653 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1851720.125000 Penalty: 3256.349121
	Iteration 31Q: 3 clusters Score -1851720 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1851776.875000 Penalty: 3256.349121
	Iteration 32Q: 3 clusters Score -1851777 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1851818.250000 Penalty: 3256.349121
	Iteration 33Q: 3 clusters Score -1851818 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1851855.875000 Penalty: 3256.349121
	Iteration 34Q: 3 clusters Score -1851856 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1851883.500000 Penalty: 3256.349121
	Iteration 35Q: 3 clusters Score -1851884 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1851896.625000 Penalty: 3256.349121
	Iteration 36Q: 3 clusters Score -1851897 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1851913.125000 Penalty: 3256.349121
	Iteration 37Q: 3 clusters Score -1851913 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1851924.875000 Penalty: 3256.349121
	Iteration 38Q: 3 clusters Score -1851925 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1851943.875000 Penalty: 3256.349121
	Iteration 39Q: 3 clusters Score -1851944 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1851949.125000 Penalty: 3256.349121
	Iteration 40F: 3 clusters Score -1851949 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1851959.250000 Penalty: 3256.349121
	Iteration 41Q: 3 clusters Score -1851959 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1851969.750000 Penalty: 3256.349121
	Iteration 42Q: 3 clusters Score -1851970 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1851977.125000 Penalty: 3256.349121
	Iteration 43Q: 3 clusters Score -1851977 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1851984.875000 Penalty: 3256.349121
	Iteration 44Q: 3 clusters Score -1851985 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1851992.500000 Penalty: 3256.349121
	Iteration 45Q: 3 clusters Score -1851992 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1851989.875000 Penalty: 3256.349121
	Iteration 46Q: 3 clusters Score -1851990 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1851988.625000 Penalty: 3256.349121
	Iteration 47Q: 3 clusters Score -1851989 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1851993.000000 Penalty: 3256.349121
	Iteration 48Q: 3 clusters Score -1851993 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1851997.625000 Penalty: 3256.349121
	Iteration 49Q: 3 clusters Score -1851998 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1852000.625000 Penalty: 3256.349121
	Iteration 50Q: 3 clusters Score -1852001 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1852008.750000 Penalty: 3256.349121
	Iteration 51Q: 3 clusters Score -1852009 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1852009.750000 Penalty: 3256.349121
	Iteration 52Q: 3 clusters Score -1852010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1852011.250000 Penalty: 3256.349121
	Iteration 53Q: 3 clusters Score -1852011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1852013.125000 Penalty: 3256.349121
	Iteration 54Q: 3 clusters Score -1852013 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1852012.875000 Penalty: 3256.349121
	Iteration 55Q: 3 clusters Score -1852013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1852011.125000 Penalty: 3256.349121
	Iteration 56Q: 3 clusters Score -1852011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1852021.375000 Penalty: 3256.349121
	Iteration 57Q: 3 clusters Score -1852021 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1852020.375000 Penalty: 3256.349121
	Iteration 58Q: 3 clusters Score -1852020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1852019.500000 Penalty: 3256.349121
	Iteration 59Q: 3 clusters Score -1852020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1852017.500000 Penalty: 3256.349121
	Iteration 60F: 3 clusters Score -1852018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1852026.375000 Penalty: 3256.349121
	Iteration 61Q: 3 clusters Score -1852026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1852023.750000 Penalty: 3256.349121
	Iteration 62Q: 3 clusters Score -1852024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1852024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1852026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1852026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1852027.500000 Penalty: 3256.349121
	Iteration 66Q: 3 clusters Score -1852028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1852031.875000 Penalty: 3256.349121
	Iteration 67Q: 3 clusters Score -1852032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1852029.000000 Penalty: 3256.349121
	Iteration 68Q: 3 clusters Score -1852029 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1852036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1852041.625000 Penalty: 3256.349121
	Iteration 70Q: 3 clusters Score -1852042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1852044 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1852047 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1852052 nChanged 41
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Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1852053.500000 Penalty: 3256.349121
	Iteration 74Q: 3 clusters Score -1852054 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1852059 nChanged 49
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Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 5776 members 
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	Iteration 76Q: 3 clusters Score -1852064 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 5716 members 
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	Iteration 77Q: 3 clusters Score -1852073 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1852086 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 5608 members 
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	Iteration 79Q: 3 clusters Score -1852095 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1852112.125000 Penalty: 3256.349121
	Iteration 80F: 3 clusters Score -1852112 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1852123 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1852136 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1852147.875000 Penalty: 3256.349121
	Iteration 83Q: 3 clusters Score -1852148 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1852160.250000 Penalty: 3256.349121
	Iteration 84Q: 3 clusters Score -1852160 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 5197 members 
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	Iteration 85Q: 3 clusters Score -1852166 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1852182 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 5058 members 
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	Iteration 87Q: 3 clusters Score -1852198 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 4984 members 
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	Iteration 88Q: 3 clusters Score -1852206 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 4913 members 
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	Iteration 89Q: 3 clusters Score -1852219 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1852229 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 4780 members 
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	Iteration 91Q: 3 clusters Score -1852246 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 4689 members 
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	Iteration 92Q: 3 clusters Score -1852261 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1852283 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1852304 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 4426 members 
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	Iteration 95Q: 3 clusters Score -1852321 nChanged 77
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Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1852332 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
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	Iteration 97Q: 3 clusters Score -1852348 nChanged 83
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Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 4202 members 
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	Iteration 98Q: 3 clusters Score -1852357 nChanged 80
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Mstep: Class 1 contains 18337 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1852372 nChanged 82
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Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1852386 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1852404.875000 Penalty: 3256.349121
	Iteration 101Q: 3 clusters Score -1852405 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1852427 nChanged 73
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Mstep: Class 1 contains 18642 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1852432 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1852446 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 3708 members 
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	Iteration 105Q: 3 clusters Score -1852448 nChanged 55
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Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 3655 members 
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	Iteration 106Q: 3 clusters Score -1852460 nChanged 51
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Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 3608 members 
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	Iteration 107Q: 3 clusters Score -1852467 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1852479 nChanged 45
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Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 3518 members 
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	Iteration 109Q: 3 clusters Score -1852486 nChanged 39
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Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 3479 members 
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	Iteration 110Q: 3 clusters Score -1852487 nChanged 44
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Mstep: Class 1 contains 19026 members 
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	Iteration 111Q: 3 clusters Score -1852497 nChanged 43
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Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1852499 nChanged 38
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Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1852506.750000 Penalty: 3256.349121
	Iteration 113Q: 3 clusters Score -1852507 nChanged 28
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Mstep: Class 1 contains 19131 members 
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Entering Unmasked Estep 
Score: -1852512.000000 Penalty: 3256.349121
	Iteration 114Q: 3 clusters Score -1852512 nChanged 28
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Mstep: Class 1 contains 19159 members 
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	Iteration 115Q: 3 clusters Score -1852517 nChanged 22
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Mstep: Class 1 contains 19179 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1852521 nChanged 15
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Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1852519 nChanged 17
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Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1852522.000000 Penalty: 3256.349121
	Iteration 118Q: 3 clusters Score -1852522 nChanged 15
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	Iteration 119Q: 3 clusters Score -1852519 nChanged 9
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Mstep: Class 1 contains 19229 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1852521 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 3217 members 
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	Iteration 121Q: 3 clusters Score -1852526 nChanged 13
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Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 3206 members 
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	Iteration 122Q: 3 clusters Score -1852526 nChanged 16
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Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 3192 members 
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Score: -1852529.625000 Penalty: 3256.349121
	Iteration 123Q: 3 clusters Score -1852530 nChanged 12
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Mstep: Class 1 contains 19281 members 
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	Iteration 124Q: 3 clusters Score -1852536 nChanged 7
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Mstep: Class 1 contains 19288 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1852535 nChanged 8
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Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1852539.125000 Penalty: 3256.349121
	Iteration 126Q: 3 clusters Score -1852539 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1852537 nChanged 11
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Mstep: Class 1 contains 19320 members 
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Entering Unmasked Estep 
Score: -1852540.125000 Penalty: 3256.349121
	Iteration 128Q: 3 clusters Score -1852540 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1852545.750000 Penalty: 3256.349121
	Iteration 129Q: 3 clusters Score -1852546 nChanged 18
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Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1852543.625000 Penalty: 3256.349121
	Iteration 130Q: 3 clusters Score -1852544 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1852549.250000 Penalty: 3256.349121
	Iteration 131Q: 3 clusters Score -1852549 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1852548 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1852548.500000 Penalty: 3256.349121
	Iteration 133Q: 3 clusters Score -1852548 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1852554.500000 Penalty: 3256.349121
	Iteration 134Q: 3 clusters Score -1852554 nChanged 11
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Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1852557.125000 Penalty: 3256.349121
	Iteration 135Q: 3 clusters Score -1852557 nChanged 9
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Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1852554 nChanged 9
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Mstep: Class 1 contains 19428 members 
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Entering Unmasked Estep 
Score: -1852556.375000 Penalty: 3256.349121
	Iteration 137Q: 3 clusters Score -1852556 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1852557.375000 Penalty: 3256.349121
	Iteration 138Q: 3 clusters Score -1852557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1852558.000000 Penalty: 3256.349121
	Iteration 139Q: 3 clusters Score -1852558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1852558.375000 Penalty: 3256.349121
	Iteration 140F: 3 clusters Score -1852558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1852559.500000 Penalty: 3256.349121
	Iteration 141Q: 3 clusters Score -1852560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1852564.125000 Penalty: 3256.349121
	Iteration 142Q: 3 clusters Score -1852564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1852563.750000 Penalty: 3256.349121
	Iteration 143Q: 3 clusters Score -1852564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1852568.875000 Penalty: 3256.349121
	Iteration 144Q: 3 clusters Score -1852569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1852569.250000 Penalty: 3256.349121
	Iteration 145Q: 3 clusters Score -1852569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1852567.500000 Penalty: 3256.349121
	Iteration 146Q: 3 clusters Score -1852568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1852569.375000 Penalty: 3256.349121
	Iteration 147Q: 3 clusters Score -1852569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1852570.500000 Penalty: 3256.349121
	Iteration 148Q: 3 clusters Score -1852570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1852571.000000 Penalty: 3256.349121
	Iteration 149Q: 3 clusters Score -1852571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1852570.000000 Penalty: 3256.349121
	Iteration 150Q: 3 clusters Score -1852570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1852569.250000 Penalty: 3256.349121
	Iteration 151Q: 3 clusters Score -1852569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1852569.625000 Penalty: 3256.349121
	Iteration 152Q: 3 clusters Score -1852570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1852568.250000 Penalty: 3256.349121
	Iteration 153Q: 3 clusters Score -1852568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1852566.875000 Penalty: 3256.349121
	Iteration 154Q: 3 clusters Score -1852567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1852570.000000 Penalty: 3256.349121
	Iteration 155Q: 3 clusters Score -1852570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1852569.625000 Penalty: 3256.349121
	Iteration 156Q: 3 clusters Score -1852570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1852570.875000 Penalty: 3256.349121
	Iteration 157Q: 3 clusters Score -1852571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1852570.250000 Penalty: 3256.349121
	Iteration 158Q: 3 clusters Score -1852570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1852569.000000 Penalty: 3256.349121
	Iteration 159Q: 3 clusters Score -1852569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1852572.250000 Penalty: 3256.349121
	Iteration 160F: 3 clusters Score -1852572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (51417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51417 members 
Entering Unmasked Estep 
Score: -4609491.500000 Penalty: 1762.755127
	Iteration 0F: 2 clusters Score -4609492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -4574946.000000 Penalty: 3525.510254
	Iteration 0F: 3 clusters Score -4574946 nChanged 24261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -4588452.000000 Penalty: 3525.510254
	Iteration 1F: 3 clusters Score -4588452 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -4588849.000000 Penalty: 3525.510254
	Iteration 2Q: 3 clusters Score -4588849 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -4589216.500000 Penalty: 3525.510254
	Iteration 3Q: 3 clusters Score -4589216 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -4589761.500000 Penalty: 3525.510254
	Iteration 4Q: 3 clusters Score -4589762 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -4590517.000000 Penalty: 3525.510254
	Iteration 5Q: 3 clusters Score -4590517 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -4591622.000000 Penalty: 3525.510254
	Iteration 6Q: 3 clusters Score -4591622 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -4593616.500000 Penalty: 3525.510254
	Iteration 7F: 3 clusters Score -4593616 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -4596710.000000 Penalty: 3525.510254
	Iteration 8F: 3 clusters Score -4596710 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -4600363.500000 Penalty: 3525.510254
	Iteration 9F: 3 clusters Score -4600364 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -4603398.500000 Penalty: 3525.510254
	Iteration 10F: 3 clusters Score -4603398 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45429 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -4605361.500000 Penalty: 3525.510254
	Iteration 11Q: 3 clusters Score -4605362 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46535 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -4606558.000000 Penalty: 3525.510254
	Iteration 12Q: 3 clusters Score -4606558 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47191 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -4607266.000000 Penalty: 3525.510254
	Iteration 13Q: 3 clusters Score -4607266 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47659 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -4607841.000000 Penalty: 3525.510254
	Iteration 14Q: 3 clusters Score -4607841 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48011 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -4608273.000000 Penalty: 3525.510254
	Iteration 15Q: 3 clusters Score -4608273 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48293 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -4608572.000000 Penalty: 3525.510254
	Iteration 16Q: 3 clusters Score -4608572 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -4608800.500000 Penalty: 3525.510254
	Iteration 17Q: 3 clusters Score -4608800 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -4608947.500000 Penalty: 3525.510254
	Iteration 18Q: 3 clusters Score -4608948 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48772 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -4609046.500000 Penalty: 3525.510254
	Iteration 19Q: 3 clusters Score -4609046 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48856 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -4609106.000000 Penalty: 3525.510254
	Iteration 20F: 3 clusters Score -4609106 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48918 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -4609131.000000 Penalty: 3525.510254
	Iteration 21Q: 3 clusters Score -4609131 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48961 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -4609162.500000 Penalty: 3525.510254
	Iteration 22Q: 3 clusters Score -4609162 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49000 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -4609167.500000 Penalty: 3525.510254
	Iteration 23Q: 3 clusters Score -4609168 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49028 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -4609177.500000 Penalty: 3525.510254
	Iteration 24Q: 3 clusters Score -4609178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49036 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -4609172.500000 Penalty: 3525.510254
	Iteration 25Q: 3 clusters Score -4609172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -4609180.500000 Penalty: 3525.510254
	Iteration 26Q: 3 clusters Score -4609180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -4609168.000000 Penalty: 3525.510254
	Iteration 27Q: 3 clusters Score -4609168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -4609165.500000 Penalty: 3525.510254
	Iteration 28Q: 3 clusters Score -4609166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49048 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -4609174.000000 Penalty: 3525.510254
	Iteration 29Q: 3 clusters Score -4609174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49052 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -4609178.500000 Penalty: 3525.510254
	Iteration 30Q: 3 clusters Score -4609178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49060 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -4609177.500000 Penalty: 3525.510254
	Iteration 31Q: 3 clusters Score -4609178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49065 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -4609180.500000 Penalty: 3525.510254
	Iteration 32Q: 3 clusters Score -4609180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49066 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -4609182.500000 Penalty: 3525.510254
	Iteration 33Q: 3 clusters Score -4609182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -4609186.500000 Penalty: 3525.510254
	Iteration 34Q: 3 clusters Score -4609186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -4609186.500000 Penalty: 3525.510254
	Iteration 35F: 3 clusters Score -4609186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Entering Unmasked Estep 
Score: -653460.375000 Penalty: 1446.449951
	Iteration 0F: 2 clusters Score -653460.4 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 3717 members 
Entering Unmasked Estep 
Score: -647900.687500 Penalty: 2892.899902
	Iteration 0F: 3 clusters Score -647900.7 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -649638.000000 Penalty: 2892.899902
	Iteration 1F: 3 clusters Score -649638 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -649876.500000 Penalty: 2892.899902
	Iteration 2F: 3 clusters Score -649876.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -650093.750000 Penalty: 2892.899902
	Iteration 3F: 3 clusters Score -650093.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -650305.375000 Penalty: 2892.899902
	Iteration 4Q: 3 clusters Score -650305.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -650520.937500 Penalty: 2892.899902
	Iteration 5Q: 3 clusters Score -650520.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -650797.125000 Penalty: 2892.899902
	Iteration 6Q: 3 clusters Score -650797.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -651083.375000 Penalty: 2892.899902
	Iteration 7F: 3 clusters Score -651083.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -651342.687500 Penalty: 2892.899902
	Iteration 8Q: 3 clusters Score -651342.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -651584.312500 Penalty: 2892.899902
	Iteration 9Q: 3 clusters Score -651584.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -651856.750000 Penalty: 2892.899902
	Iteration 10Q: 3 clusters Score -651856.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -652216.375000 Penalty: 2892.899902
	Iteration 11Q: 3 clusters Score -652216.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -652672.125000 Penalty: 2892.899902
	Iteration 12Q: 3 clusters Score -652672.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -652874.937500 Penalty: 2892.899902
	Iteration 13Q: 3 clusters Score -652874.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -652948.500000 Penalty: 2892.899902
	Iteration 14Q: 3 clusters Score -652948.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -652987.187500 Penalty: 2892.899902
	Iteration 15Q: 3 clusters Score -652987.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -653014.000000 Penalty: 2892.899902
	Iteration 16Q: 3 clusters Score -653014 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -653036.937500 Penalty: 2892.899902
	Iteration 17Q: 3 clusters Score -653036.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -653056.437500 Penalty: 2892.899902
	Iteration 18Q: 3 clusters Score -653056.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -653081.625000 Penalty: 2892.899902
	Iteration 19Q: 3 clusters Score -653081.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -653128.250000 Penalty: 2892.899902
	Iteration 20F: 3 clusters Score -653128.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -653173.437500 Penalty: 2892.899902
	Iteration 21Q: 3 clusters Score -653173.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -653216.625000 Penalty: 2892.899902
	Iteration 22Q: 3 clusters Score -653216.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -653255.000000 Penalty: 2892.899902
	Iteration 23Q: 3 clusters Score -653255 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -653284.750000 Penalty: 2892.899902
	Iteration 24Q: 3 clusters Score -653284.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -653306.937500 Penalty: 2892.899902
	Iteration 25Q: 3 clusters Score -653306.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -653324.687500 Penalty: 2892.899902
	Iteration 26Q: 3 clusters Score -653324.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -653339.625000 Penalty: 2892.899902
	Iteration 27Q: 3 clusters Score -653339.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -653345.750000 Penalty: 2892.899902
	Iteration 28Q: 3 clusters Score -653345.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -653348.625000 Penalty: 2892.899902
	Iteration 29Q: 3 clusters Score -653348.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -653351.687500 Penalty: 2892.899902
	Iteration 30Q: 3 clusters Score -653351.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -653353.875000 Penalty: 2892.899902
	Iteration 31Q: 3 clusters Score -653353.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -653356.062500 Penalty: 2892.899902
	Iteration 32Q: 3 clusters Score -653356.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -653356.625000 Penalty: 2892.899902
	Iteration 33Q: 3 clusters Score -653356.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -653357.625000 Penalty: 2892.899902
	Iteration 34Q: 3 clusters Score -653357.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -653357.937500 Penalty: 2892.899902
	Iteration 35Q: 3 clusters Score -653357.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -653357.687500 Penalty: 2892.899902
	Iteration 36Q: 3 clusters Score -653357.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -653357.687500 Penalty: 2892.899902
	Iteration 37F: 3 clusters Score -653357.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (63043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63043 members 
Entering Unmasked Estep 
Score: -5838495.000000 Penalty: 1795.880371
	Iteration 0F: 2 clusters Score -5838495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -5796141.000000 Penalty: 3591.760742
	Iteration 0F: 3 clusters Score -5796141 nChanged 29946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -5813408.000000 Penalty: 3591.760742
	Iteration 1F: 3 clusters Score -5813408 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -5813996.500000 Penalty: 3591.760742
	Iteration 2Q: 3 clusters Score -5813996 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -5814779.500000 Penalty: 3591.760742
	Iteration 3Q: 3 clusters Score -5814780 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -5815724.000000 Penalty: 3591.760742
	Iteration 4Q: 3 clusters Score -5815724 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 38165 members 
Entering Unmasked Estep 
Score: -5817171.000000 Penalty: 3591.760742
	Iteration 5Q: 3 clusters Score -5817171 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -5819225.000000 Penalty: 3591.760742
	Iteration 6F: 3 clusters Score -5819225 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 45057 members 
Entering Unmasked Estep 
Score: -5822075.000000 Penalty: 3591.760742
	Iteration 7F: 3 clusters Score -5822075 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 49436 members 
Entering Unmasked Estep 
Score: -5825703.500000 Penalty: 3591.760742
	Iteration 8F: 3 clusters Score -5825704 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 53589 members 
Entering Unmasked Estep 
Score: -5829239.500000 Penalty: 3591.760742
	Iteration 9F: 3 clusters Score -5829240 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 56910 members 
Entering Unmasked Estep 
Score: -5832094.500000 Penalty: 3591.760742
	Iteration 10F: 3 clusters Score -5832094 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 59298 members 
Entering Unmasked Estep 
Score: -5834147.500000 Penalty: 3591.760742
	Iteration 11Q: 3 clusters Score -5834148 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 60881 members 
Entering Unmasked Estep 
Score: -5835475.500000 Penalty: 3591.760742
	Iteration 12Q: 3 clusters Score -5835476 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 61759 members 
Entering Unmasked Estep 
Score: -5836187.000000 Penalty: 3591.760742
	Iteration 13Q: 3 clusters Score -5836187 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 62212 members 
Entering Unmasked Estep 
Score: -5836551.500000 Penalty: 3591.760742
	Iteration 14Q: 3 clusters Score -5836552 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 62436 members 
Entering Unmasked Estep 
Score: -5836759.000000 Penalty: 3591.760742
	Iteration 15Q: 3 clusters Score -5836759 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 62529 members 
Entering Unmasked Estep 
Score: -5836852.000000 Penalty: 3591.760742
	Iteration 16Q: 3 clusters Score -5836852 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 62576 members 
Entering Unmasked Estep 
Score: -5836914.000000 Penalty: 3591.760742
	Iteration 17Q: 3 clusters Score -5836914 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 62616 members 
Entering Unmasked Estep 
Score: -5836928.500000 Penalty: 3591.760742
	Iteration 18Q: 3 clusters Score -5836928 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 62641 members 
Entering Unmasked Estep 
Score: -5836960.000000 Penalty: 3591.760742
	Iteration 19Q: 3 clusters Score -5836960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 62658 members 
Entering Unmasked Estep 
Score: -5836972.500000 Penalty: 3591.760742
	Iteration 20F: 3 clusters Score -5836972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 62681 members 
Entering Unmasked Estep 
Score: -5836990.500000 Penalty: 3591.760742
	Iteration 21Q: 3 clusters Score -5836990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 62695 members 
Entering Unmasked Estep 
Score: -5837001.000000 Penalty: 3591.760742
	Iteration 22Q: 3 clusters Score -5837001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 62705 members 
Entering Unmasked Estep 
Score: -5837006.000000 Penalty: 3591.760742
	Iteration 23Q: 3 clusters Score -5837006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 62709 members 
Entering Unmasked Estep 
Score: -5837014.000000 Penalty: 3591.760742
	Iteration 24Q: 3 clusters Score -5837014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 62714 members 
Entering Unmasked Estep 
Score: -5837021.000000 Penalty: 3591.760742
	Iteration 25Q: 3 clusters Score -5837021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 62717 members 
Entering Unmasked Estep 
Score: -5837025.500000 Penalty: 3591.760742
	Iteration 26Q: 3 clusters Score -5837026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 62719 members 
Entering Unmasked Estep 
Score: -5837028.000000 Penalty: 3591.760742
	Iteration 27Q: 3 clusters Score -5837028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 62719 members 
Entering Unmasked Estep 
Score: -5837029.000000 Penalty: 3591.760742
	Iteration 28Q: 3 clusters Score -5837029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 62721 members 
Entering Unmasked Estep 
Score: -5837031.000000 Penalty: 3591.760742
	Iteration 29Q: 3 clusters Score -5837031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 62721 members 
Entering Unmasked Estep 
Score: -5837031.000000 Penalty: 3591.760742
	Iteration 30F: 3 clusters Score -5837031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Entering Unmasked Estep 
Score: -1031360.875000 Penalty: 1520.405762
	Iteration 0F: 2 clusters Score -1031361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1023162.750000 Penalty: 3040.811523
	Iteration 0F: 3 clusters Score -1023163 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1026756.375000 Penalty: 3040.811523
	Iteration 1F: 3 clusters Score -1026756 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1027821.500000 Penalty: 3040.811523
	Iteration 2F: 3 clusters Score -1027822 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1028928.250000 Penalty: 3040.811523
	Iteration 3F: 3 clusters Score -1028928 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1029846.437500 Penalty: 3040.811523
	Iteration 4F: 3 clusters Score -1029846 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1030500.375000 Penalty: 3040.811523
	Iteration 5F: 3 clusters Score -1030500 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1030978.062500 Penalty: 3040.811523
	Iteration 6Q: 3 clusters Score -1030978 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1031301.125000 Penalty: 3040.811523
	Iteration 7Q: 3 clusters Score -1031301 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1031477.375000 Penalty: 3040.811523
	Iteration 8Q: 3 clusters Score -1031477 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1031562.250000 Penalty: 3040.811523
	Iteration 9Q: 3 clusters Score -1031562 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1031617.125000 Penalty: 3040.811523
	Iteration 10Q: 3 clusters Score -1031617 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1031669.375000 Penalty: 3040.811523
	Iteration 11Q: 3 clusters Score -1031669 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1031711.125000 Penalty: 3040.811523
	Iteration 12Q: 3 clusters Score -1031711 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1031735.937500 Penalty: 3040.811523
	Iteration 13Q: 3 clusters Score -1031736 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1031754.937500 Penalty: 3040.811523
	Iteration 14Q: 3 clusters Score -1031755 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1031761.937500 Penalty: 3040.811523
	Iteration 15Q: 3 clusters Score -1031762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1031766.687500 Penalty: 3040.811523
	Iteration 16Q: 3 clusters Score -1031767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1031769.875000 Penalty: 3040.811523
	Iteration 17Q: 3 clusters Score -1031770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1031776.187500 Penalty: 3040.811523
	Iteration 18Q: 3 clusters Score -1031776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1031780.937500 Penalty: 3040.811523
	Iteration 19Q: 3 clusters Score -1031781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1031784.750000 Penalty: 3040.811523
	Iteration 20F: 3 clusters Score -1031785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1031785.062500 Penalty: 3040.811523
	Iteration 21Q: 3 clusters Score -1031785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1031785.437500 Penalty: 3040.811523
	Iteration 22Q: 3 clusters Score -1031785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1031787.062500 Penalty: 3040.811523
	Iteration 23Q: 3 clusters Score -1031787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1031788.187500 Penalty: 3040.811523
	Iteration 24Q: 3 clusters Score -1031788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1031790.937500 Penalty: 3040.811523
	Iteration 25Q: 3 clusters Score -1031791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1031790.250000 Penalty: 3040.811523
	Iteration 26Q: 3 clusters Score -1031790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1031790.437500 Penalty: 3040.811523
	Iteration 27Q: 3 clusters Score -1031790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1031790.250000 Penalty: 3040.811523
	Iteration 28Q: 3 clusters Score -1031790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1031790.687500 Penalty: 3040.811523
	Iteration 29Q: 3 clusters Score -1031791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1031790.687500 Penalty: 3040.811523
	Iteration 30F: 3 clusters Score -1031791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60085 members 
Mstep: Class 2 contains 20801 members 
Mstep: Class 3 contains 3056 members 
Mstep: Class 4 contains 18356 members 
Mstep: Class 5 contains 22461 members 
Mstep: Class 6 contains 51417 members 
Mstep: Class 7 contains 7341 members 
Mstep: Class 8 contains 63043 members 
Mstep: Class 9 contains 8943 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 11 contains 8868 members 
Mstep: Class 12 contains 12897 members 
Mstep: Class 13 contains 122611 members 
Mstep: Class 14 contains 56027 members 
Mstep: Class 15 contains 127405 members 
Mstep: Class 16 contains 42107 members 
Mstep: Class 17 contains 1443 members 
Mstep: Class 18 contains 10450 members 
Mstep: Class 19 contains 10015 members 
Mstep: Class 20 contains 1629 members 
Mstep: Class 21 contains 1952 members 
Mstep: Class 22 contains 1176 members 
Mstep: Class 23 contains 3219 members 
Mstep: Class 24 contains 1822 members 
Mstep: Class 25 contains 2705 members 
Mstep: Class 26 contains 2936 members 
Mstep: Class 27 contains 4120 members 
Mstep: Class 28 contains 123567 members 
Mstep: Class 29 contains 15709 members 
Mstep: Class 30 contains 1299 members 
Mstep: Class 31 contains 5859 members 
Mstep: Class 32 contains 1557 members 
Mstep: Class 33 contains 3267 members 
Mstep: Class 34 contains 1265 members 
Mstep: Class 35 contains 5576 members 
Mstep: Class 36 contains 3768 members 
Mstep: Class 37 contains 2167 members 
Mstep: Class 38 contains 1718 members 
Mstep: Class 39 contains 731 members 
Mstep: Class 40 contains 2587 members 
Mstep: Class 41 contains 731 members 
Mstep: Class 42 contains 118007 members 
Mstep: Class 43 contains 2629 members 
Entering Unmasked Estep 
Score: -84439040.000000 Penalty: 96238.460938
Splitting cluster 9 changes total score from -84438976.000000 to -84439040.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -85680.039062 Penalty: 1122.184937
	Iteration 0F: 2 clusters Score -85680.04 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: -84290.539062 Penalty: 2244.369873
	Iteration 0F: 3 clusters Score -84290.54 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -84666.640625 Penalty: 2244.369873
	Iteration 1F: 3 clusters Score -84666.64 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -84867.218750 Penalty: 2244.369873
	Iteration 2F: 3 clusters Score -84867.22 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -85025.992188 Penalty: 2244.369873
	Iteration 3F: 3 clusters Score -85025.99 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -85100.375000 Penalty: 2244.369873
	Iteration 4Q: 3 clusters Score -85100.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -85129.289062 Penalty: 2244.369873
	Iteration 5Q: 3 clusters Score -85129.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -85159.851562 Penalty: 2244.369873
	Iteration 6Q: 3 clusters Score -85159.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -85178.414062 Penalty: 2244.369873
	Iteration 7Q: 3 clusters Score -85178.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -85195.750000 Penalty: 2244.369873
	Iteration 8Q: 3 clusters Score -85195.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -85205.437500 Penalty: 2244.369873
	Iteration 9Q: 3 clusters Score -85205.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -85214.195312 Penalty: 2244.369873
	Iteration 10Q: 3 clusters Score -85214.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -85216.781250 Penalty: 2244.369873
	Iteration 11Q: 3 clusters Score -85216.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -85219.304688 Penalty: 2244.369873
	Iteration 12Q: 3 clusters Score -85219.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -85220.906250 Penalty: 2244.369873
	Iteration 13Q: 3 clusters Score -85220.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -85222.382812 Penalty: 2244.369873
	Iteration 14Q: 3 clusters Score -85222.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -85223.765625 Penalty: 2244.369873
	Iteration 15Q: 3 clusters Score -85223.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -85224.789062 Penalty: 2244.369873
	Iteration 16Q: 3 clusters Score -85224.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -85225.312500 Penalty: 2244.369873
	Iteration 17Q: 3 clusters Score -85225.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -85225.312500 Penalty: 2244.369873
	Iteration 18F: 3 clusters Score -85225.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Entering Unmasked Estep 
Score: -814676.312500 Penalty: 1477.158203
	Iteration 0F: 2 clusters Score -814676.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -808248.937500 Penalty: 2954.316406
	Iteration 0F: 3 clusters Score -808248.9 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -810230.125000 Penalty: 2954.316406
	Iteration 1F: 3 clusters Score -810230.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -810526.312500 Penalty: 2954.316406
	Iteration 2F: 3 clusters Score -810526.3 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -810775.375000 Penalty: 2954.316406
	Iteration 3F: 3 clusters Score -810775.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -811013.125000 Penalty: 2954.316406
	Iteration 4Q: 3 clusters Score -811013.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -811269.437500 Penalty: 2954.316406
	Iteration 5Q: 3 clusters Score -811269.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -811518.125000 Penalty: 2954.316406
	Iteration 6Q: 3 clusters Score -811518.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -811735.562500 Penalty: 2954.316406
	Iteration 7Q: 3 clusters Score -811735.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -811918.437500 Penalty: 2954.316406
	Iteration 8Q: 3 clusters Score -811918.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -812048.625000 Penalty: 2954.316406
	Iteration 9Q: 3 clusters Score -812048.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -812158.812500 Penalty: 2954.316406
	Iteration 10Q: 3 clusters Score -812158.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -812248.375000 Penalty: 2954.316406
	Iteration 11Q: 3 clusters Score -812248.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -812324.500000 Penalty: 2954.316406
	Iteration 12Q: 3 clusters Score -812324.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -812376.375000 Penalty: 2954.316406
	Iteration 13Q: 3 clusters Score -812376.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -812429.062500 Penalty: 2954.316406
	Iteration 14Q: 3 clusters Score -812429.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -812485.500000 Penalty: 2954.316406
	Iteration 15Q: 3 clusters Score -812485.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -812529.937500 Penalty: 2954.316406
	Iteration 16Q: 3 clusters Score -812529.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -812568.812500 Penalty: 2954.316406
	Iteration 17Q: 3 clusters Score -812568.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -812608.312500 Penalty: 2954.316406
	Iteration 18Q: 3 clusters Score -812608.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -812646.437500 Penalty: 2954.316406
	Iteration 19Q: 3 clusters Score -812646.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -812684.312500 Penalty: 2954.316406
	Iteration 20F: 3 clusters Score -812684.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -812721.250000 Penalty: 2954.316406
	Iteration 21Q: 3 clusters Score -812721.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -812771.312500 Penalty: 2954.316406
	Iteration 22Q: 3 clusters Score -812771.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -812826.437500 Penalty: 2954.316406
	Iteration 23Q: 3 clusters Score -812826.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -812871.687500 Penalty: 2954.316406
	Iteration 24Q: 3 clusters Score -812871.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -812921.625000 Penalty: 2954.316406
	Iteration 25Q: 3 clusters Score -812921.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -812958.125000 Penalty: 2954.316406
	Iteration 26Q: 3 clusters Score -812958.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -812982.625000 Penalty: 2954.316406
	Iteration 27Q: 3 clusters Score -812982.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -813010.687500 Penalty: 2954.316406
	Iteration 28Q: 3 clusters Score -813010.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -813037.937500 Penalty: 2954.316406
	Iteration 29Q: 3 clusters Score -813037.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -813068.750000 Penalty: 2954.316406
	Iteration 30Q: 3 clusters Score -813068.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -813092.500000 Penalty: 2954.316406
	Iteration 31Q: 3 clusters Score -813092.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -813120.437500 Penalty: 2954.316406
	Iteration 32Q: 3 clusters Score -813120.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -813148.000000 Penalty: 2954.316406
	Iteration 33Q: 3 clusters Score -813148 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -813168.937500 Penalty: 2954.316406
	Iteration 34Q: 3 clusters Score -813168.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -813193.625000 Penalty: 2954.316406
	Iteration 35Q: 3 clusters Score -813193.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -813216.875000 Penalty: 2954.316406
	Iteration 36Q: 3 clusters Score -813216.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -813236.125000 Penalty: 2954.316406
	Iteration 37Q: 3 clusters Score -813236.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -813255.500000 Penalty: 2954.316406
	Iteration 38Q: 3 clusters Score -813255.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -813268.000000 Penalty: 2954.316406
	Iteration 39Q: 3 clusters Score -813268 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -813280.375000 Penalty: 2954.316406
	Iteration 40F: 3 clusters Score -813280.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -813295.937500 Penalty: 2954.316406
	Iteration 41Q: 3 clusters Score -813295.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -813311.812500 Penalty: 2954.316406
	Iteration 42Q: 3 clusters Score -813311.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -813325.312500 Penalty: 2954.316406
	Iteration 43Q: 3 clusters Score -813325.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -813340.000000 Penalty: 2954.316406
	Iteration 44Q: 3 clusters Score -813340 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -813357.937500 Penalty: 2954.316406
	Iteration 45Q: 3 clusters Score -813357.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -813369.500000 Penalty: 2954.316406
	Iteration 46Q: 3 clusters Score -813369.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -813381.500000 Penalty: 2954.316406
	Iteration 47Q: 3 clusters Score -813381.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -813393.312500 Penalty: 2954.316406
	Iteration 48Q: 3 clusters Score -813393.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -813404.687500 Penalty: 2954.316406
	Iteration 49Q: 3 clusters Score -813404.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -813412.187500 Penalty: 2954.316406
	Iteration 50Q: 3 clusters Score -813412.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -813415.625000 Penalty: 2954.316406
	Iteration 51Q: 3 clusters Score -813415.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -813421.937500 Penalty: 2954.316406
	Iteration 52Q: 3 clusters Score -813421.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -813428.812500 Penalty: 2954.316406
	Iteration 53Q: 3 clusters Score -813428.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -813434.375000 Penalty: 2954.316406
	Iteration 54Q: 3 clusters Score -813434.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -813435.500000 Penalty: 2954.316406
	Iteration 55Q: 3 clusters Score -813435.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -813442.312500 Penalty: 2954.316406
	Iteration 56Q: 3 clusters Score -813442.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -813449.625000 Penalty: 2954.316406
	Iteration 57Q: 3 clusters Score -813449.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -813458.562500 Penalty: 2954.316406
	Iteration 58Q: 3 clusters Score -813458.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -813468.250000 Penalty: 2954.316406
	Iteration 59Q: 3 clusters Score -813468.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -813476.062500 Penalty: 2954.316406
	Iteration 60F: 3 clusters Score -813476.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -813485.875000 Penalty: 2954.316406
	Iteration 61Q: 3 clusters Score -813485.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -813495.500000 Penalty: 2954.316406
	Iteration 62Q: 3 clusters Score -813495.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -813502.812500 Penalty: 2954.316406
	Iteration 63Q: 3 clusters Score -813502.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -813507.000000 Penalty: 2954.316406
	Iteration 64Q: 3 clusters Score -813507 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -813511.125000 Penalty: 2954.316406
	Iteration 65Q: 3 clusters Score -813511.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -813514.937500 Penalty: 2954.316406
	Iteration 66Q: 3 clusters Score -813514.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -813517.375000 Penalty: 2954.316406
	Iteration 67Q: 3 clusters Score -813517.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -813517.500000 Penalty: 2954.316406
	Iteration 68Q: 3 clusters Score -813517.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -813517.500000 Penalty: 2954.316406
	Iteration 69Q: 3 clusters Score -813517.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -813519.312500 Penalty: 2954.316406
	Iteration 70Q: 3 clusters Score -813519.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -813519.687500 Penalty: 2954.316406
	Iteration 71Q: 3 clusters Score -813519.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -813518.937500 Penalty: 2954.316406
	Iteration 72Q: 3 clusters Score -813518.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -813519.437500 Penalty: 2954.316406
	Iteration 73Q: 3 clusters Score -813519.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -813517.937500 Penalty: 2954.316406
	Iteration 74Q: 3 clusters Score -813517.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -813518.937500 Penalty: 2954.316406
	Iteration 75Q: 3 clusters Score -813518.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -813518.937500 Penalty: 2954.316406
	Iteration 76F: 3 clusters Score -813518.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Entering Unmasked Estep 
Score: -1179415.500000 Penalty: 1538.021973
	Iteration 0F: 2 clusters Score -1179416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1170472.750000 Penalty: 3076.043945
	Iteration 0F: 3 clusters Score -1170473 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1173493.625000 Penalty: 3076.043945
	Iteration 1F: 3 clusters Score -1173494 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1173821.250000 Penalty: 3076.043945
	Iteration 2F: 3 clusters Score -1173821 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1174129.125000 Penalty: 3076.043945
	Iteration 3F: 3 clusters Score -1174129 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1174395.750000 Penalty: 3076.043945
	Iteration 4Q: 3 clusters Score -1174396 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1174684.500000 Penalty: 3076.043945
	Iteration 5Q: 3 clusters Score -1174684 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1175004.250000 Penalty: 3076.043945
	Iteration 6Q: 3 clusters Score -1175004 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1175345.750000 Penalty: 3076.043945
	Iteration 7Q: 3 clusters Score -1175346 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1175697.125000 Penalty: 3076.043945
	Iteration 8Q: 3 clusters Score -1175697 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1176068.875000 Penalty: 3076.043945
	Iteration 9Q: 3 clusters Score -1176069 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1176468.125000 Penalty: 3076.043945
	Iteration 10Q: 3 clusters Score -1176468 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1176857.375000 Penalty: 3076.043945
	Iteration 11Q: 3 clusters Score -1176857 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1177197.500000 Penalty: 3076.043945
	Iteration 12Q: 3 clusters Score -1177198 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1177478.250000 Penalty: 3076.043945
	Iteration 13Q: 3 clusters Score -1177478 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1177703.625000 Penalty: 3076.043945
	Iteration 14Q: 3 clusters Score -1177704 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1177901.125000 Penalty: 3076.043945
	Iteration 15Q: 3 clusters Score -1177901 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1178098.375000 Penalty: 3076.043945
	Iteration 16Q: 3 clusters Score -1178098 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1178267.625000 Penalty: 3076.043945
	Iteration 17Q: 3 clusters Score -1178268 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1178415.375000 Penalty: 3076.043945
	Iteration 18Q: 3 clusters Score -1178415 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1178525.375000 Penalty: 3076.043945
	Iteration 19Q: 3 clusters Score -1178525 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1178594.500000 Penalty: 3076.043945
	Iteration 20F: 3 clusters Score -1178594 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1178641.000000 Penalty: 3076.043945
	Iteration 21Q: 3 clusters Score -1178641 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1178693.875000 Penalty: 3076.043945
	Iteration 22Q: 3 clusters Score -1178694 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1178721.875000 Penalty: 3076.043945
	Iteration 23Q: 3 clusters Score -1178722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1178735.375000 Penalty: 3076.043945
	Iteration 24Q: 3 clusters Score -1178735 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1178747.875000 Penalty: 3076.043945
	Iteration 25Q: 3 clusters Score -1178748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1178759.875000 Penalty: 3076.043945
	Iteration 26Q: 3 clusters Score -1178760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1178764.375000 Penalty: 3076.043945
	Iteration 27Q: 3 clusters Score -1178764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1178766.375000 Penalty: 3076.043945
	Iteration 28Q: 3 clusters Score -1178766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1178768.000000 Penalty: 3076.043945
	Iteration 29Q: 3 clusters Score -1178768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1178768.375000 Penalty: 3076.043945
	Iteration 30Q: 3 clusters Score -1178768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1178768.125000 Penalty: 3076.043945
	Iteration 31Q: 3 clusters Score -1178768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1178768.125000 Penalty: 3076.043945
	Iteration 32Q: 3 clusters Score -1178768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1178768.125000 Penalty: 3076.043945
	Iteration 33F: 3 clusters Score -1178768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (122611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122611 members 
Entering Unmasked Estep 
Score: -11257738.000000 Penalty: 1903.975464
	Iteration 0F: 2 clusters Score -1.125774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61078 members 
Mstep: Class 2 contains 61533 members 
Entering Unmasked Estep 
Score: -11175530.000000 Penalty: 3807.950928
	Iteration 0F: 3 clusters Score -1.117553e+07 nChanged 59132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57670 members 
Mstep: Class 2 contains 64941 members 
Entering Unmasked Estep 
Score: -11210162.000000 Penalty: 3807.950928
	Iteration 1F: 3 clusters Score -1.121016e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55763 members 
Mstep: Class 2 contains 66848 members 
Entering Unmasked Estep 
Score: -11211355.000000 Penalty: 3807.950928
	Iteration 2Q: 3 clusters Score -1.121136e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53041 members 
Mstep: Class 2 contains 69570 members 
Entering Unmasked Estep 
Score: -11213221.000000 Penalty: 3807.950928
	Iteration 3Q: 3 clusters Score -1.121322e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49250 members 
Mstep: Class 2 contains 73361 members 
Entering Unmasked Estep 
Score: -11216002.000000 Penalty: 3807.950928
	Iteration 4Q: 3 clusters Score -1.1216e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 78483 members 
Entering Unmasked Estep 
Score: -11220314.000000 Penalty: 3807.950928
	Iteration 5F: 3 clusters Score -1.122031e+07 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 84749 members 
Entering Unmasked Estep 
Score: -11226098.000000 Penalty: 3807.950928
	Iteration 6F: 3 clusters Score -1.12261e+07 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 91500 members 
Entering Unmasked Estep 
Score: -11232897.000000 Penalty: 3807.950928
	Iteration 7F: 3 clusters Score -1.12329e+07 nChanged 7451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 98019 members 
Entering Unmasked Estep 
Score: -11239424.000000 Penalty: 3807.950928
	Iteration 8F: 3 clusters Score -1.123942e+07 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 103589 members 
Entering Unmasked Estep 
Score: -11245196.000000 Penalty: 3807.950928
	Iteration 9F: 3 clusters Score -1.12452e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 107751 members 
Entering Unmasked Estep 
Score: -11249445.000000 Penalty: 3807.950928
	Iteration 10Q: 3 clusters Score -1.124944e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 110591 members 
Entering Unmasked Estep 
Score: -11252131.000000 Penalty: 3807.950928
	Iteration 11Q: 3 clusters Score -1.125213e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 112585 members 
Entering Unmasked Estep 
Score: -11253653.000000 Penalty: 3807.950928
	Iteration 12Q: 3 clusters Score -1.125365e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 113967 members 
Entering Unmasked Estep 
Score: -11254583.000000 Penalty: 3807.950928
	Iteration 13Q: 3 clusters Score -1.125458e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 114971 members 
Entering Unmasked Estep 
Score: -11255176.000000 Penalty: 3807.950928
	Iteration 14Q: 3 clusters Score -1.125518e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 115733 members 
Entering Unmasked Estep 
Score: -11255595.000000 Penalty: 3807.950928
	Iteration 15Q: 3 clusters Score -1.12556e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 116299 members 
Entering Unmasked Estep 
Score: -11255802.000000 Penalty: 3807.950928
	Iteration 16Q: 3 clusters Score -1.12558e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 116786 members 
Entering Unmasked Estep 
Score: -11255949.000000 Penalty: 3807.950928
	Iteration 17Q: 3 clusters Score -1.125595e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 117196 members 
Entering Unmasked Estep 
Score: -11256123.000000 Penalty: 3807.950928
	Iteration 18Q: 3 clusters Score -1.125612e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 117538 members 
Entering Unmasked Estep 
Score: -11256228.000000 Penalty: 3807.950928
	Iteration 19Q: 3 clusters Score -1.125623e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 117809 members 
Entering Unmasked Estep 
Score: -11256299.000000 Penalty: 3807.950928
	Iteration 20F: 3 clusters Score -1.12563e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 118011 members 
Entering Unmasked Estep 
Score: -11256337.000000 Penalty: 3807.950928
	Iteration 21Q: 3 clusters Score -1.125634e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 118169 members 
Entering Unmasked Estep 
Score: -11256370.000000 Penalty: 3807.950928
	Iteration 22Q: 3 clusters Score -1.125637e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 118306 members 
Entering Unmasked Estep 
Score: -11256393.000000 Penalty: 3807.950928
	Iteration 23Q: 3 clusters Score -1.125639e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 118429 members 
Entering Unmasked Estep 
Score: -11256436.000000 Penalty: 3807.950928
	Iteration 24Q: 3 clusters Score -1.125644e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 118534 members 
Entering Unmasked Estep 
Score: -11256476.000000 Penalty: 3807.950928
	Iteration 25Q: 3 clusters Score -1.125648e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 118629 members 
Entering Unmasked Estep 
Score: -11256497.000000 Penalty: 3807.950928
	Iteration 26Q: 3 clusters Score -1.12565e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 118735 members 
Entering Unmasked Estep 
Score: -11256547.000000 Penalty: 3807.950928
	Iteration 27Q: 3 clusters Score -1.125655e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 118820 members 
Entering Unmasked Estep 
Score: -11256561.000000 Penalty: 3807.950928
	Iteration 28Q: 3 clusters Score -1.125656e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 118900 members 
Entering Unmasked Estep 
Score: -11256582.000000 Penalty: 3807.950928
	Iteration 29Q: 3 clusters Score -1.125658e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 118985 members 
Entering Unmasked Estep 
Score: -11256611.000000 Penalty: 3807.950928
	Iteration 30Q: 3 clusters Score -1.125661e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 119064 members 
Entering Unmasked Estep 
Score: -11256637.000000 Penalty: 3807.950928
	Iteration 31Q: 3 clusters Score -1.125664e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 119117 members 
Entering Unmasked Estep 
Score: -11256663.000000 Penalty: 3807.950928
	Iteration 32Q: 3 clusters Score -1.125666e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 119163 members 
Entering Unmasked Estep 
Score: -11256669.000000 Penalty: 3807.950928
	Iteration 33Q: 3 clusters Score -1.125667e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 119216 members 
Entering Unmasked Estep 
Score: -11256680.000000 Penalty: 3807.950928
	Iteration 34Q: 3 clusters Score -1.125668e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 119268 members 
Entering Unmasked Estep 
Score: -11256682.000000 Penalty: 3807.950928
	Iteration 35Q: 3 clusters Score -1.125668e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 119312 members 
Entering Unmasked Estep 
Score: -11256712.000000 Penalty: 3807.950928
	Iteration 36Q: 3 clusters Score -1.125671e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 119366 members 
Entering Unmasked Estep 
Score: -11256725.000000 Penalty: 3807.950928
	Iteration 37Q: 3 clusters Score -1.125672e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 119411 members 
Entering Unmasked Estep 
Score: -11256748.000000 Penalty: 3807.950928
	Iteration 38Q: 3 clusters Score -1.125675e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 119456 members 
Entering Unmasked Estep 
Score: -11256767.000000 Penalty: 3807.950928
	Iteration 39Q: 3 clusters Score -1.125677e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 119490 members 
Entering Unmasked Estep 
Score: -11256765.000000 Penalty: 3807.950928
	Iteration 40F: 3 clusters Score -1.125676e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 119523 members 
Entering Unmasked Estep 
Score: -11256778.000000 Penalty: 3807.950928
	Iteration 41Q: 3 clusters Score -1.125678e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 119556 members 
Entering Unmasked Estep 
Score: -11256801.000000 Penalty: 3807.950928
	Iteration 42Q: 3 clusters Score -1.12568e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 119584 members 
Entering Unmasked Estep 
Score: -11256796.000000 Penalty: 3807.950928
	Iteration 43Q: 3 clusters Score -1.12568e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 119611 members 
Entering Unmasked Estep 
Score: -11256788.000000 Penalty: 3807.950928
	Iteration 44Q: 3 clusters Score -1.125679e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 119637 members 
Entering Unmasked Estep 
Score: -11256811.000000 Penalty: 3807.950928
	Iteration 45Q: 3 clusters Score -1.125681e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 119664 members 
Entering Unmasked Estep 
Score: -11256811.000000 Penalty: 3807.950928
	Iteration 46Q: 3 clusters Score -1.125681e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 119683 members 
Entering Unmasked Estep 
Score: -11256820.000000 Penalty: 3807.950928
	Iteration 47Q: 3 clusters Score -1.125682e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 119700 members 
Entering Unmasked Estep 
Score: -11256838.000000 Penalty: 3807.950928
	Iteration 48Q: 3 clusters Score -1.125684e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 119709 members 
Entering Unmasked Estep 
Score: -11256830.000000 Penalty: 3807.950928
	Iteration 49Q: 3 clusters Score -1.125683e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 119724 members 
Entering Unmasked Estep 
Score: -11256841.000000 Penalty: 3807.950928
	Iteration 50Q: 3 clusters Score -1.125684e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 119740 members 
Entering Unmasked Estep 
Score: -11256855.000000 Penalty: 3807.950928
	Iteration 51Q: 3 clusters Score -1.125686e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 119748 members 
Entering Unmasked Estep 
Score: -11256866.000000 Penalty: 3807.950928
	Iteration 52Q: 3 clusters Score -1.125687e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 119759 members 
Entering Unmasked Estep 
Score: -11256863.000000 Penalty: 3807.950928
	Iteration 53Q: 3 clusters Score -1.125686e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 119771 members 
Entering Unmasked Estep 
Score: -11256873.000000 Penalty: 3807.950928
	Iteration 54Q: 3 clusters Score -1.125687e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 119780 members 
Entering Unmasked Estep 
Score: -11256875.000000 Penalty: 3807.950928
	Iteration 55Q: 3 clusters Score -1.125688e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 119795 members 
Entering Unmasked Estep 
Score: -11256875.000000 Penalty: 3807.950928
	Iteration 56Q: 3 clusters Score -1.125688e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 119809 members 
Entering Unmasked Estep 
Score: -11256874.000000 Penalty: 3807.950928
	Iteration 57Q: 3 clusters Score -1.125687e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 119818 members 
Entering Unmasked Estep 
Score: -11256889.000000 Penalty: 3807.950928
	Iteration 58Q: 3 clusters Score -1.125689e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 119824 members 
Entering Unmasked Estep 
Score: -11256896.000000 Penalty: 3807.950928
	Iteration 59Q: 3 clusters Score -1.12569e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 119832 members 
Entering Unmasked Estep 
Score: -11256890.000000 Penalty: 3807.950928
	Iteration 60F: 3 clusters Score -1.125689e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 119836 members 
Entering Unmasked Estep 
Score: -11256888.000000 Penalty: 3807.950928
	Iteration 61Q: 3 clusters Score -1.125689e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 119841 members 
Entering Unmasked Estep 
Score: -11256898.000000 Penalty: 3807.950928
	Iteration 62Q: 3 clusters Score -1.12569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 119847 members 
Entering Unmasked Estep 
Score: -11256895.000000 Penalty: 3807.950928
	Iteration 63Q: 3 clusters Score -1.12569e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 119850 members 
Entering Unmasked Estep 
Score: -11256906.000000 Penalty: 3807.950928
	Iteration 64Q: 3 clusters Score -1.125691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 119853 members 
Entering Unmasked Estep 
Score: -11256909.000000 Penalty: 3807.950928
	Iteration 65Q: 3 clusters Score -1.125691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 119853 members 
Entering Unmasked Estep 
Score: -11256904.000000 Penalty: 3807.950928
	Iteration 66Q: 3 clusters Score -1.12569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 119855 members 
Entering Unmasked Estep 
Score: -11256898.000000 Penalty: 3807.950928
	Iteration 67Q: 3 clusters Score -1.12569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 119858 members 
Entering Unmasked Estep 
Score: -11256902.000000 Penalty: 3807.950928
	Iteration 68Q: 3 clusters Score -1.12569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 119857 members 
Entering Unmasked Estep 
Score: -11256900.000000 Penalty: 3807.950928
	Iteration 69Q: 3 clusters Score -1.12569e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 119857 members 
Entering Unmasked Estep 
Score: -11256900.000000 Penalty: 3807.950928
	Iteration 70F: 3 clusters Score -1.12569e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56027 members 
Entering Unmasked Estep 
Score: -5165512.500000 Penalty: 1776.708252
	Iteration 0F: 2 clusters Score -5165512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -5128082.000000 Penalty: 3553.416504
	Iteration 0F: 3 clusters Score -5128082 nChanged 26443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -5143147.500000 Penalty: 3553.416504
	Iteration 1F: 3 clusters Score -5143148 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -5143871.000000 Penalty: 3553.416504
	Iteration 2Q: 3 clusters Score -5143871 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -5144790.000000 Penalty: 3553.416504
	Iteration 3Q: 3 clusters Score -5144790 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -5145947.500000 Penalty: 3553.416504
	Iteration 4Q: 3 clusters Score -5145948 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -5147398.500000 Penalty: 3553.416504
	Iteration 5F: 3 clusters Score -5147398 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -5148902.500000 Penalty: 3553.416504
	Iteration 6F: 3 clusters Score -5148902 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -5150356.500000 Penalty: 3553.416504
	Iteration 7F: 3 clusters Score -5150356 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -5151629.000000 Penalty: 3553.416504
	Iteration 8Q: 3 clusters Score -5151629 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -5152646.000000 Penalty: 3553.416504
	Iteration 9Q: 3 clusters Score -5152646 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -5153524.500000 Penalty: 3553.416504
	Iteration 10Q: 3 clusters Score -5153524 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -5154332.000000 Penalty: 3553.416504
	Iteration 11Q: 3 clusters Score -5154332 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -5155252.500000 Penalty: 3553.416504
	Iteration 12Q: 3 clusters Score -5155252 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -5156317.500000 Penalty: 3553.416504
	Iteration 13Q: 3 clusters Score -5156318 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -5157454.500000 Penalty: 3553.416504
	Iteration 14Q: 3 clusters Score -5157454 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 41330 members 
Entering Unmasked Estep 
Score: -5158582.000000 Penalty: 3553.416504
	Iteration 15Q: 3 clusters Score -5158582 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
Score: -5159592.500000 Penalty: 3553.416504
	Iteration 16Q: 3 clusters Score -5159592 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 44724 members 
Entering Unmasked Estep 
Score: -5160462.500000 Penalty: 3553.416504
	Iteration 17Q: 3 clusters Score -5160462 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 46250 members 
Entering Unmasked Estep 
Score: -5161183.500000 Penalty: 3553.416504
	Iteration 18Q: 3 clusters Score -5161184 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 47562 members 
Entering Unmasked Estep 
Score: -5161751.500000 Penalty: 3553.416504
	Iteration 19Q: 3 clusters Score -5161752 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 48703 members 
Entering Unmasked Estep 
Score: -5162221.000000 Penalty: 3553.416504
	Iteration 20F: 3 clusters Score -5162221 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 49671 members 
Entering Unmasked Estep 
Score: -5162574.000000 Penalty: 3553.416504
	Iteration 21Q: 3 clusters Score -5162574 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 50498 members 
Entering Unmasked Estep 
Score: -5162898.000000 Penalty: 3553.416504
	Iteration 22Q: 3 clusters Score -5162898 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 51207 members 
Entering Unmasked Estep 
Score: -5163175.500000 Penalty: 3553.416504
	Iteration 23Q: 3 clusters Score -5163176 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 51781 members 
Entering Unmasked Estep 
Score: -5163363.000000 Penalty: 3553.416504
	Iteration 24Q: 3 clusters Score -5163363 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 52224 members 
Entering Unmasked Estep 
Score: -5163514.000000 Penalty: 3553.416504
	Iteration 25Q: 3 clusters Score -5163514 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 52601 members 
Entering Unmasked Estep 
Score: -5163639.000000 Penalty: 3553.416504
	Iteration 26Q: 3 clusters Score -5163639 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 52926 members 
Entering Unmasked Estep 
Score: -5163727.500000 Penalty: 3553.416504
	Iteration 27Q: 3 clusters Score -5163728 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 53196 members 
Entering Unmasked Estep 
Score: -5163829.000000 Penalty: 3553.416504
	Iteration 28Q: 3 clusters Score -5163829 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 53411 members 
Entering Unmasked Estep 
Score: -5163902.500000 Penalty: 3553.416504
	Iteration 29Q: 3 clusters Score -5163902 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 53556 members 
Entering Unmasked Estep 
Score: -5163941.000000 Penalty: 3553.416504
	Iteration 30Q: 3 clusters Score -5163941 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 53673 members 
Entering Unmasked Estep 
Score: -5163967.500000 Penalty: 3553.416504
	Iteration 31Q: 3 clusters Score -5163968 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 53778 members 
Entering Unmasked Estep 
Score: -5163993.000000 Penalty: 3553.416504
	Iteration 32Q: 3 clusters Score -5163993 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 53860 members 
Entering Unmasked Estep 
Score: -5164012.000000 Penalty: 3553.416504
	Iteration 33Q: 3 clusters Score -5164012 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 53928 members 
Entering Unmasked Estep 
Score: -5164023.500000 Penalty: 3553.416504
	Iteration 34Q: 3 clusters Score -5164024 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 53999 members 
Entering Unmasked Estep 
Score: -5164042.000000 Penalty: 3553.416504
	Iteration 35Q: 3 clusters Score -5164042 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 54070 members 
Entering Unmasked Estep 
Score: -5164061.000000 Penalty: 3553.416504
	Iteration 36Q: 3 clusters Score -5164061 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 54134 members 
Entering Unmasked Estep 
Score: -5164078.500000 Penalty: 3553.416504
	Iteration 37Q: 3 clusters Score -5164078 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 54180 members 
Entering Unmasked Estep 
Score: -5164089.000000 Penalty: 3553.416504
	Iteration 38Q: 3 clusters Score -5164089 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 54215 members 
Entering Unmasked Estep 
Score: -5164100.500000 Penalty: 3553.416504
	Iteration 39Q: 3 clusters Score -5164100 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 54250 members 
Entering Unmasked Estep 
Score: -5164104.500000 Penalty: 3553.416504
	Iteration 40F: 3 clusters Score -5164104 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 54290 members 
Entering Unmasked Estep 
Score: -5164106.500000 Penalty: 3553.416504
	Iteration 41Q: 3 clusters Score -5164106 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 54329 members 
Entering Unmasked Estep 
Score: -5164118.500000 Penalty: 3553.416504
	Iteration 42Q: 3 clusters Score -5164118 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 54365 members 
Entering Unmasked Estep 
Score: -5164133.000000 Penalty: 3553.416504
	Iteration 43Q: 3 clusters Score -5164133 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 54394 members 
Entering Unmasked Estep 
Score: -5164148.000000 Penalty: 3553.416504
	Iteration 44Q: 3 clusters Score -5164148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 54414 members 
Entering Unmasked Estep 
Score: -5164158.500000 Penalty: 3553.416504
	Iteration 45Q: 3 clusters Score -5164158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 54435 members 
Entering Unmasked Estep 
Score: -5164169.500000 Penalty: 3553.416504
	Iteration 46Q: 3 clusters Score -5164170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 54457 members 
Entering Unmasked Estep 
Score: -5164183.500000 Penalty: 3553.416504
	Iteration 47Q: 3 clusters Score -5164184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 54480 members 
Entering Unmasked Estep 
Score: -5164186.000000 Penalty: 3553.416504
	Iteration 48Q: 3 clusters Score -5164186 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 54500 members 
Entering Unmasked Estep 
Score: -5164198.000000 Penalty: 3553.416504
	Iteration 49Q: 3 clusters Score -5164198 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 54521 members 
Entering Unmasked Estep 
Score: -5164199.500000 Penalty: 3553.416504
	Iteration 50Q: 3 clusters Score -5164200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 54533 members 
Entering Unmasked Estep 
Score: -5164207.000000 Penalty: 3553.416504
	Iteration 51Q: 3 clusters Score -5164207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 54545 members 
Entering Unmasked Estep 
Score: -5164208.500000 Penalty: 3553.416504
	Iteration 52Q: 3 clusters Score -5164208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 54549 members 
Entering Unmasked Estep 
Score: -5164211.500000 Penalty: 3553.416504
	Iteration 53Q: 3 clusters Score -5164212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 54556 members 
Entering Unmasked Estep 
Score: -5164220.500000 Penalty: 3553.416504
	Iteration 54Q: 3 clusters Score -5164220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 54566 members 
Entering Unmasked Estep 
Score: -5164217.000000 Penalty: 3553.416504
	Iteration 55Q: 3 clusters Score -5164217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 54576 members 
Entering Unmasked Estep 
Score: -5164219.000000 Penalty: 3553.416504
	Iteration 56Q: 3 clusters Score -5164219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 54589 members 
Entering Unmasked Estep 
Score: -5164228.500000 Penalty: 3553.416504
	Iteration 57Q: 3 clusters Score -5164228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 54597 members 
Entering Unmasked Estep 
Score: -5164229.500000 Penalty: 3553.416504
	Iteration 58Q: 3 clusters Score -5164230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 54605 members 
Entering Unmasked Estep 
Score: -5164233.000000 Penalty: 3553.416504
	Iteration 59Q: 3 clusters Score -5164233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 54614 members 
Entering Unmasked Estep 
Score: -5164235.000000 Penalty: 3553.416504
	Iteration 60F: 3 clusters Score -5164235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 54621 members 
Entering Unmasked Estep 
Score: -5164240.500000 Penalty: 3553.416504
	Iteration 61Q: 3 clusters Score -5164240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 54627 members 
Entering Unmasked Estep 
Score: -5164241.000000 Penalty: 3553.416504
	Iteration 62Q: 3 clusters Score -5164241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 54631 members 
Entering Unmasked Estep 
Score: -5164244.500000 Penalty: 3553.416504
	Iteration 63Q: 3 clusters Score -5164244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 54633 members 
Entering Unmasked Estep 
Score: -5164246.000000 Penalty: 3553.416504
	Iteration 64Q: 3 clusters Score -5164246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 54635 members 
Entering Unmasked Estep 
Score: -5164249.500000 Penalty: 3553.416504
	Iteration 65Q: 3 clusters Score -5164250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 54639 members 
Entering Unmasked Estep 
Score: -5164246.500000 Penalty: 3553.416504
	Iteration 66Q: 3 clusters Score -5164246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 54640 members 
Entering Unmasked Estep 
Score: -5164251.500000 Penalty: 3553.416504
	Iteration 67Q: 3 clusters Score -5164252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 54642 members 
Entering Unmasked Estep 
Score: -5164247.500000 Penalty: 3553.416504
	Iteration 68Q: 3 clusters Score -5164248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 54642 members 
Entering Unmasked Estep 
Score: -5164244.000000 Penalty: 3553.416504
	Iteration 69Q: 3 clusters Score -5164244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 54644 members 
Entering Unmasked Estep 
Score: -5164244.500000 Penalty: 3553.416504
	Iteration 70Q: 3 clusters Score -5164244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 54648 members 
Entering Unmasked Estep 
Score: -5164249.500000 Penalty: 3553.416504
	Iteration 71Q: 3 clusters Score -5164250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -5164246.500000 Penalty: 3553.416504
	Iteration 72Q: 3 clusters Score -5164246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 54657 members 
Entering Unmasked Estep 
Score: -5164258.500000 Penalty: 3553.416504
	Iteration 73Q: 3 clusters Score -5164258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 54661 members 
Entering Unmasked Estep 
Score: -5164258.000000 Penalty: 3553.416504
	Iteration 74Q: 3 clusters Score -5164258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 54668 members 
Entering Unmasked Estep 
Score: -5164260.000000 Penalty: 3553.416504
	Iteration 75Q: 3 clusters Score -5164260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 54670 members 
Entering Unmasked Estep 
Score: -5164255.500000 Penalty: 3553.416504
	Iteration 76Q: 3 clusters Score -5164256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 54672 members 
Entering Unmasked Estep 
Score: -5164259.500000 Penalty: 3553.416504
	Iteration 77Q: 3 clusters Score -5164260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 54672 members 
Entering Unmasked Estep 
Score: -5164261.500000 Penalty: 3553.416504
	Iteration 78Q: 3 clusters Score -5164262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 54674 members 
Entering Unmasked Estep 
Score: -5164254.000000 Penalty: 3553.416504
	Iteration 79Q: 3 clusters Score -5164254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 54671 members 
Entering Unmasked Estep 
Score: -5164259.000000 Penalty: 3553.416504
	Iteration 80F: 3 clusters Score -5164259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 54674 members 
Entering Unmasked Estep 
Score: -5164262.000000 Penalty: 3553.416504
	Iteration 81Q: 3 clusters Score -5164262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 54674 members 
Entering Unmasked Estep 
Score: -5164262.000000 Penalty: 3553.416504
	Iteration 82F: 3 clusters Score -5164262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (127405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127405 members 
Entering Unmasked Estep 
Score: -11597197.000000 Penalty: 1910.208008
	Iteration 0F: 2 clusters Score -1.15972e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63851 members 
Mstep: Class 2 contains 63554 members 
Entering Unmasked Estep 
Score: -11511793.000000 Penalty: 3820.416016
	Iteration 0F: 3 clusters Score -1.151179e+07 nChanged 61340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65271 members 
Mstep: Class 2 contains 62134 members 
Entering Unmasked Estep 
Score: -11547369.000000 Penalty: 3820.416016
	Iteration 1F: 3 clusters Score -1.154737e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65939 members 
Mstep: Class 2 contains 61466 members 
Entering Unmasked Estep 
Score: -11548048.000000 Penalty: 3820.416016
	Iteration 2Q: 3 clusters Score -1.154805e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67018 members 
Mstep: Class 2 contains 60387 members 
Entering Unmasked Estep 
Score: -11548866.000000 Penalty: 3820.416016
	Iteration 3Q: 3 clusters Score -1.154887e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68637 members 
Mstep: Class 2 contains 58768 members 
Entering Unmasked Estep 
Score: -11549949.000000 Penalty: 3820.416016
	Iteration 4Q: 3 clusters Score -1.154995e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71014 members 
Mstep: Class 2 contains 56391 members 
Entering Unmasked Estep 
Score: -11551400.000000 Penalty: 3820.416016
	Iteration 5Q: 3 clusters Score -1.15514e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74611 members 
Mstep: Class 2 contains 52794 members 
Entering Unmasked Estep 
Score: -11553675.000000 Penalty: 3820.416016
	Iteration 6Q: 3 clusters Score -1.155368e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79890 members 
Mstep: Class 2 contains 47515 members 
Entering Unmasked Estep 
Score: -11557415.000000 Penalty: 3820.416016
	Iteration 7Q: 3 clusters Score -1.155742e+07 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87010 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -11562871.000000 Penalty: 3820.416016
	Iteration 8F: 3 clusters Score -1.156287e+07 nChanged 8947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95779 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -11570197.000000 Penalty: 3820.416016
	Iteration 9F: 3 clusters Score -1.15702e+07 nChanged 9299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105022 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -11578509.000000 Penalty: 3820.416016
	Iteration 10F: 3 clusters Score -1.157851e+07 nChanged 8088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113100 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -11585813.000000 Penalty: 3820.416016
	Iteration 11F: 3 clusters Score -1.158581e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118738 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -11590468.000000 Penalty: 3820.416016
	Iteration 12Q: 3 clusters Score -1.159047e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122085 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -11593125.000000 Penalty: 3820.416016
	Iteration 13Q: 3 clusters Score -1.159312e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123855 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -11594472.000000 Penalty: 3820.416016
	Iteration 14Q: 3 clusters Score -1.159447e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124737 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -11595134.000000 Penalty: 3820.416016
	Iteration 15Q: 3 clusters Score -1.159513e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125178 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -11595460.000000 Penalty: 3820.416016
	Iteration 16Q: 3 clusters Score -1.159546e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125408 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -11595620.000000 Penalty: 3820.416016
	Iteration 17Q: 3 clusters Score -1.159562e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125561 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -11595709.000000 Penalty: 3820.416016
	Iteration 18Q: 3 clusters Score -1.159571e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125656 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -11595744.000000 Penalty: 3820.416016
	Iteration 19Q: 3 clusters Score -1.159574e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125715 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -11595772.000000 Penalty: 3820.416016
	Iteration 20F: 3 clusters Score -1.159577e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125751 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -11595783.000000 Penalty: 3820.416016
	Iteration 21Q: 3 clusters Score -1.159578e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125790 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -11595791.000000 Penalty: 3820.416016
	Iteration 22Q: 3 clusters Score -1.159579e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125806 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -11595808.000000 Penalty: 3820.416016
	Iteration 23Q: 3 clusters Score -1.159581e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125828 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -11595822.000000 Penalty: 3820.416016
	Iteration 24Q: 3 clusters Score -1.159582e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125851 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -11595832.000000 Penalty: 3820.416016
	Iteration 25Q: 3 clusters Score -1.159583e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125862 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -11595842.000000 Penalty: 3820.416016
	Iteration 26Q: 3 clusters Score -1.159584e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125872 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -11595847.000000 Penalty: 3820.416016
	Iteration 27Q: 3 clusters Score -1.159585e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125873 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -11595844.000000 Penalty: 3820.416016
	Iteration 28Q: 3 clusters Score -1.159584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125875 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -11595844.000000 Penalty: 3820.416016
	Iteration 29Q: 3 clusters Score -1.159584e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125880 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -11595847.000000 Penalty: 3820.416016
	Iteration 30Q: 3 clusters Score -1.159585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125885 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -11595848.000000 Penalty: 3820.416016
	Iteration 31Q: 3 clusters Score -1.159585e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125886 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -11595853.000000 Penalty: 3820.416016
	Iteration 32Q: 3 clusters Score -1.159585e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125888 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -11595855.000000 Penalty: 3820.416016
	Iteration 33Q: 3 clusters Score -1.159586e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125895 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -11595869.000000 Penalty: 3820.416016
	Iteration 34Q: 3 clusters Score -1.159587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125897 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -11595863.000000 Penalty: 3820.416016
	Iteration 35Q: 3 clusters Score -1.159586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125898 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -11595861.000000 Penalty: 3820.416016
	Iteration 36Q: 3 clusters Score -1.159586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125898 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -11595860.000000 Penalty: 3820.416016
	Iteration 37Q: 3 clusters Score -1.159586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125898 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -11595860.000000 Penalty: 3820.416016
	Iteration 38Q: 3 clusters Score -1.159586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125899 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -11595868.000000 Penalty: 3820.416016
	Iteration 39Q: 3 clusters Score -1.159587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125901 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -11595869.000000 Penalty: 3820.416016
	Iteration 40F: 3 clusters Score -1.159587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125905 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -11595877.000000 Penalty: 3820.416016
	Iteration 41Q: 3 clusters Score -1.159588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125905 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -11595873.000000 Penalty: 3820.416016
	Iteration 42Q: 3 clusters Score -1.159587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125905 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -11595882.000000 Penalty: 3820.416016
	Iteration 43Q: 3 clusters Score -1.159588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125904 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -11595882.000000 Penalty: 3820.416016
	Iteration 44Q: 3 clusters Score -1.159588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125904 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -11595875.000000 Penalty: 3820.416016
	Iteration 45Q: 3 clusters Score -1.159588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125903 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -11595873.000000 Penalty: 3820.416016
	Iteration 46Q: 3 clusters Score -1.159587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125902 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -11595875.000000 Penalty: 3820.416016
	Iteration 47Q: 3 clusters Score -1.159588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125906 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -11595871.000000 Penalty: 3820.416016
	Iteration 48Q: 3 clusters Score -1.159587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125912 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -11595871.000000 Penalty: 3820.416016
	Iteration 49Q: 3 clusters Score -1.159587e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125915 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -11595873.000000 Penalty: 3820.416016
	Iteration 50Q: 3 clusters Score -1.159587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125919 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -11595874.000000 Penalty: 3820.416016
	Iteration 51Q: 3 clusters Score -1.159587e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125924 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -11595879.000000 Penalty: 3820.416016
	Iteration 52Q: 3 clusters Score -1.159588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125923 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -11595880.000000 Penalty: 3820.416016
	Iteration 53Q: 3 clusters Score -1.159588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125923 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -11595878.000000 Penalty: 3820.416016
	Iteration 54Q: 3 clusters Score -1.159588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125922 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -11595877.000000 Penalty: 3820.416016
	Iteration 55Q: 3 clusters Score -1.159588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125923 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -11595886.000000 Penalty: 3820.416016
	Iteration 56Q: 3 clusters Score -1.159589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125926 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -11595878.000000 Penalty: 3820.416016
	Iteration 57Q: 3 clusters Score -1.159588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125927 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -11595874.000000 Penalty: 3820.416016
	Iteration 58Q: 3 clusters Score -1.159587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125928 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -11595872.000000 Penalty: 3820.416016
	Iteration 59Q: 3 clusters Score -1.159587e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125928 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -11595872.000000 Penalty: 3820.416016
	Iteration 60F: 3 clusters Score -1.159587e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Entering Unmasked Estep 
Score: -3827711.750000 Penalty: 1730.295044
	Iteration 0F: 2 clusters Score -3827712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -3799498.000000 Penalty: 3460.590088
	Iteration 0F: 3 clusters Score -3799498 nChanged 19596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -3810516.250000 Penalty: 3460.590088
	Iteration 1F: 3 clusters Score -3810516 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -3811073.000000 Penalty: 3460.590088
	Iteration 2Q: 3 clusters Score -3811073 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -3811625.250000 Penalty: 3460.590088
	Iteration 3Q: 3 clusters Score -3811625 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -3812425.750000 Penalty: 3460.590088
	Iteration 4Q: 3 clusters Score -3812426 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -3813600.250000 Penalty: 3460.590088
	Iteration 5F: 3 clusters Score -3813600 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -3815368.500000 Penalty: 3460.590088
	Iteration 6F: 3 clusters Score -3815368 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -3817858.500000 Penalty: 3460.590088
	Iteration 7F: 3 clusters Score -3817858 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -3820478.250000 Penalty: 3460.590088
	Iteration 8F: 3 clusters Score -3820478 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -3822643.000000 Penalty: 3460.590088
	Iteration 9F: 3 clusters Score -3822643 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -3824020.000000 Penalty: 3460.590088
	Iteration 10Q: 3 clusters Score -3824020 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -3824954.750000 Penalty: 3460.590088
	Iteration 11Q: 3 clusters Score -3824955 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3825490.250000 Penalty: 3460.590088
	Iteration 12Q: 3 clusters Score -3825490 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3825849.500000 Penalty: 3460.590088
	Iteration 13Q: 3 clusters Score -3825850 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3826129.750000 Penalty: 3460.590088
	Iteration 14Q: 3 clusters Score -3826130 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3826336.500000 Penalty: 3460.590088
	Iteration 15Q: 3 clusters Score -3826336 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40556 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3826475.500000 Penalty: 3460.590088
	Iteration 16Q: 3 clusters Score -3826476 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3826563.500000 Penalty: 3460.590088
	Iteration 17Q: 3 clusters Score -3826564 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40681 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3826654.000000 Penalty: 3460.590088
	Iteration 18Q: 3 clusters Score -3826654 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3826702.500000 Penalty: 3460.590088
	Iteration 19Q: 3 clusters Score -3826702 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3826722.250000 Penalty: 3460.590088
	Iteration 20F: 3 clusters Score -3826722 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3826744.000000 Penalty: 3460.590088
	Iteration 21Q: 3 clusters Score -3826744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3826750.750000 Penalty: 3460.590088
	Iteration 22Q: 3 clusters Score -3826751 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3826749.750000 Penalty: 3460.590088
	Iteration 23Q: 3 clusters Score -3826750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3826767.250000 Penalty: 3460.590088
	Iteration 24Q: 3 clusters Score -3826767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3826775.750000 Penalty: 3460.590088
	Iteration 25Q: 3 clusters Score -3826776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3826769.250000 Penalty: 3460.590088
	Iteration 26Q: 3 clusters Score -3826769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3826776.000000 Penalty: 3460.590088
	Iteration 27Q: 3 clusters Score -3826776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3826775.000000 Penalty: 3460.590088
	Iteration 28Q: 3 clusters Score -3826775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3826785.750000 Penalty: 3460.590088
	Iteration 29Q: 3 clusters Score -3826786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3826787.500000 Penalty: 3460.590088
	Iteration 30Q: 3 clusters Score -3826788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3826789.500000 Penalty: 3460.590088
	Iteration 31Q: 3 clusters Score -3826790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3826789.750000 Penalty: 3460.590088
	Iteration 32Q: 3 clusters Score -3826790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3826788.500000 Penalty: 3460.590088
	Iteration 33Q: 3 clusters Score -3826788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3826795.000000 Penalty: 3460.590088
	Iteration 34Q: 3 clusters Score -3826795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3826796.000000 Penalty: 3460.590088
	Iteration 35Q: 3 clusters Score -3826796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3826796.000000 Penalty: 3460.590088
	Iteration 36F: 3 clusters Score -3826796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Entering Unmasked Estep 
Score: -118951.039062 Penalty: 1182.102905
	Iteration 0F: 2 clusters Score -118951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -117231.078125 Penalty: 2364.205811
	Iteration 0F: 3 clusters Score -117231.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -117623.242188 Penalty: 2364.205811
	Iteration 1F: 3 clusters Score -117623.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -117746.960938 Penalty: 2364.205811
	Iteration 2F: 3 clusters Score -117747 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -117807.703125 Penalty: 2364.205811
	Iteration 3Q: 3 clusters Score -117807.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -117847.476562 Penalty: 2364.205811
	Iteration 4Q: 3 clusters Score -117847.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -117877.203125 Penalty: 2364.205811
	Iteration 5Q: 3 clusters Score -117877.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -117913.195312 Penalty: 2364.205811
	Iteration 6Q: 3 clusters Score -117913.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -117953.320312 Penalty: 2364.205811
	Iteration 7Q: 3 clusters Score -117953.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -118013.265625 Penalty: 2364.205811
	Iteration 8Q: 3 clusters Score -118013.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -118080.562500 Penalty: 2364.205811
	Iteration 9Q: 3 clusters Score -118080.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -118136.210938 Penalty: 2364.205811
	Iteration 10Q: 3 clusters Score -118136.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -118216.460938 Penalty: 2364.205811
	Iteration 11Q: 3 clusters Score -118216.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -118318.062500 Penalty: 2364.205811
	Iteration 12Q: 3 clusters Score -118318.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -118411.921875 Penalty: 2364.205811
	Iteration 13Q: 3 clusters Score -118411.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -118466.398438 Penalty: 2364.205811
	Iteration 14Q: 3 clusters Score -118466.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -118500.304688 Penalty: 2364.205811
	Iteration 15Q: 3 clusters Score -118500.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -118517.101562 Penalty: 2364.205811
	Iteration 16Q: 3 clusters Score -118517.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -118524.992188 Penalty: 2364.205811
	Iteration 17Q: 3 clusters Score -118525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -118529.796875 Penalty: 2364.205811
	Iteration 18Q: 3 clusters Score -118529.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -118533.039062 Penalty: 2364.205811
	Iteration 19Q: 3 clusters Score -118533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -118538.585938 Penalty: 2364.205811
	Iteration 20F: 3 clusters Score -118538.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -118542.968750 Penalty: 2364.205811
	Iteration 21Q: 3 clusters Score -118543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -118546.226562 Penalty: 2364.205811
	Iteration 22Q: 3 clusters Score -118546.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -118548.273438 Penalty: 2364.205811
	Iteration 23Q: 3 clusters Score -118548.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -118550.164062 Penalty: 2364.205811
	Iteration 24Q: 3 clusters Score -118550.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -118552.976562 Penalty: 2364.205811
	Iteration 25Q: 3 clusters Score -118553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -118553.976562 Penalty: 2364.205811
	Iteration 26Q: 3 clusters Score -118554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -118555.015625 Penalty: 2364.205811
	Iteration 27Q: 3 clusters Score -118555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -118555.015625 Penalty: 2364.205811
	Iteration 28F: 3 clusters Score -118555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -974049.687500 Penalty: 1503.833008
	Iteration 0F: 2 clusters Score -974049.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -966550.875000 Penalty: 3007.666016
	Iteration 0F: 3 clusters Score -966550.9 nChanged 4531
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: -968955.750000 Penalty: 3007.666016
	Iteration 1F: 3 clusters Score -968955.8 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -969187.125000 Penalty: 3007.666016
	Iteration 2F: 3 clusters Score -969187.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -969383.500000 Penalty: 3007.666016
	Iteration 3Q: 3 clusters Score -969383.5 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -969585.437500 Penalty: 3007.666016
	Iteration 4Q: 3 clusters Score -969585.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -969795.062500 Penalty: 3007.666016
	Iteration 5Q: 3 clusters Score -969795.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -970021.000000 Penalty: 3007.666016
	Iteration 6Q: 3 clusters Score -970021 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -970233.312500 Penalty: 3007.666016
	Iteration 7Q: 3 clusters Score -970233.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -970437.875000 Penalty: 3007.666016
	Iteration 8Q: 3 clusters Score -970437.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -970635.187500 Penalty: 3007.666016
	Iteration 9Q: 3 clusters Score -970635.2 nChanged 417
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: -970871.687500 Penalty: 3007.666016
	Iteration 10Q: 3 clusters Score -970871.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -971144.562500 Penalty: 3007.666016
	Iteration 11Q: 3 clusters Score -971144.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -971402.312500 Penalty: 3007.666016
	Iteration 12Q: 3 clusters Score -971402.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -971579.687500 Penalty: 3007.666016
	Iteration 13Q: 3 clusters Score -971579.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -971719.250000 Penalty: 3007.666016
	Iteration 14Q: 3 clusters Score -971719.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -971813.625000 Penalty: 3007.666016
	Iteration 15Q: 3 clusters Score -971813.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -971889.625000 Penalty: 3007.666016
	Iteration 16Q: 3 clusters Score -971889.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -971956.125000 Penalty: 3007.666016
	Iteration 17Q: 3 clusters Score -971956.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -972008.562500 Penalty: 3007.666016
	Iteration 18Q: 3 clusters Score -972008.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -972036.812500 Penalty: 3007.666016
	Iteration 19Q: 3 clusters Score -972036.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -972062.500000 Penalty: 3007.666016
	Iteration 20F: 3 clusters Score -972062.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -972084.437500 Penalty: 3007.666016
	Iteration 21Q: 3 clusters Score -972084.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -972104.750000 Penalty: 3007.666016
	Iteration 22Q: 3 clusters Score -972104.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -972126.187500 Penalty: 3007.666016
	Iteration 23Q: 3 clusters Score -972126.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -972141.562500 Penalty: 3007.666016
	Iteration 24Q: 3 clusters Score -972141.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -972155.375000 Penalty: 3007.666016
	Iteration 25Q: 3 clusters Score -972155.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -972175.500000 Penalty: 3007.666016
	Iteration 26Q: 3 clusters Score -972175.5 nChanged 65
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: -972187.125000 Penalty: 3007.666016
	Iteration 27Q: 3 clusters Score -972187.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -972193.500000 Penalty: 3007.666016
	Iteration 28Q: 3 clusters Score -972193.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -972202.812500 Penalty: 3007.666016
	Iteration 29Q: 3 clusters Score -972202.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -972207.437500 Penalty: 3007.666016
	Iteration 30Q: 3 clusters Score -972207.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -972216.812500 Penalty: 3007.666016
	Iteration 31Q: 3 clusters Score -972216.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -972223.437500 Penalty: 3007.666016
	Iteration 32Q: 3 clusters Score -972223.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -972233.250000 Penalty: 3007.666016
	Iteration 33Q: 3 clusters Score -972233.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -972236.250000 Penalty: 3007.666016
	Iteration 34Q: 3 clusters Score -972236.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -972243.437500 Penalty: 3007.666016
	Iteration 35Q: 3 clusters Score -972243.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -972246.687500 Penalty: 3007.666016
	Iteration 36Q: 3 clusters Score -972246.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -972249.500000 Penalty: 3007.666016
	Iteration 37Q: 3 clusters Score -972249.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -972253.500000 Penalty: 3007.666016
	Iteration 38Q: 3 clusters Score -972253.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -972255.625000 Penalty: 3007.666016
	Iteration 39Q: 3 clusters Score -972255.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -972262.250000 Penalty: 3007.666016
	Iteration 40F: 3 clusters Score -972262.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -972267.562500 Penalty: 3007.666016
	Iteration 41Q: 3 clusters Score -972267.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -972272.937500 Penalty: 3007.666016
	Iteration 42Q: 3 clusters Score -972272.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -972280.937500 Penalty: 3007.666016
	Iteration 43Q: 3 clusters Score -972280.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -972290.750000 Penalty: 3007.666016
	Iteration 44Q: 3 clusters Score -972290.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -972296.187500 Penalty: 3007.666016
	Iteration 45Q: 3 clusters Score -972296.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -972301.125000 Penalty: 3007.666016
	Iteration 46Q: 3 clusters Score -972301.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -972307.500000 Penalty: 3007.666016
	Iteration 47Q: 3 clusters Score -972307.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -972311.437500 Penalty: 3007.666016
	Iteration 48Q: 3 clusters Score -972311.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -972314.375000 Penalty: 3007.666016
	Iteration 49Q: 3 clusters Score -972314.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -972317.500000 Penalty: 3007.666016
	Iteration 50Q: 3 clusters Score -972317.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -972318.000000 Penalty: 3007.666016
	Iteration 51Q: 3 clusters Score -972318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -972319.562500 Penalty: 3007.666016
	Iteration 52Q: 3 clusters Score -972319.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -972325.187500 Penalty: 3007.666016
	Iteration 53Q: 3 clusters Score -972325.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -972324.437500 Penalty: 3007.666016
	Iteration 54Q: 3 clusters Score -972324.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -972328.000000 Penalty: 3007.666016
	Iteration 55Q: 3 clusters Score -972328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -972331.312500 Penalty: 3007.666016
	Iteration 56Q: 3 clusters Score -972331.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -972337.937500 Penalty: 3007.666016
	Iteration 57Q: 3 clusters Score -972337.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -972339.687500 Penalty: 3007.666016
	Iteration 58Q: 3 clusters Score -972339.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -972345.062500 Penalty: 3007.666016
	Iteration 59Q: 3 clusters Score -972345.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -972350.375000 Penalty: 3007.666016
	Iteration 60F: 3 clusters Score -972350.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -972352.687500 Penalty: 3007.666016
	Iteration 61Q: 3 clusters Score -972352.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -972353.062500 Penalty: 3007.666016
	Iteration 62Q: 3 clusters Score -972353.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -972358.187500 Penalty: 3007.666016
	Iteration 63Q: 3 clusters Score -972358.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -972361.250000 Penalty: 3007.666016
	Iteration 64Q: 3 clusters Score -972361.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -972367.875000 Penalty: 3007.666016
	Iteration 65Q: 3 clusters Score -972367.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -972369.562500 Penalty: 3007.666016
	Iteration 66Q: 3 clusters Score -972369.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -972373.687500 Penalty: 3007.666016
	Iteration 67Q: 3 clusters Score -972373.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -972376.125000 Penalty: 3007.666016
	Iteration 68Q: 3 clusters Score -972376.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -972378.125000 Penalty: 3007.666016
	Iteration 69Q: 3 clusters Score -972378.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -972380.500000 Penalty: 3007.666016
	Iteration 70Q: 3 clusters Score -972380.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -972379.187500 Penalty: 3007.666016
	Iteration 71Q: 3 clusters Score -972379.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -972384.312500 Penalty: 3007.666016
	Iteration 72Q: 3 clusters Score -972384.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -972383.125000 Penalty: 3007.666016
	Iteration 73Q: 3 clusters Score -972383.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -972388.500000 Penalty: 3007.666016
	Iteration 74Q: 3 clusters Score -972388.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -972390.312500 Penalty: 3007.666016
	Iteration 75Q: 3 clusters Score -972390.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -972390.937500 Penalty: 3007.666016
	Iteration 76Q: 3 clusters Score -972390.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -972390.937500 Penalty: 3007.666016
	Iteration 77Q: 3 clusters Score -972390.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -972391.562500 Penalty: 3007.666016
	Iteration 78Q: 3 clusters Score -972391.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -972394.875000 Penalty: 3007.666016
	Iteration 79Q: 3 clusters Score -972394.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -972394.062500 Penalty: 3007.666016
	Iteration 80F: 3 clusters Score -972394.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -972395.312500 Penalty: 3007.666016
	Iteration 81Q: 3 clusters Score -972395.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -972397.812500 Penalty: 3007.666016
	Iteration 82Q: 3 clusters Score -972397.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -972401.250000 Penalty: 3007.666016
	Iteration 83Q: 3 clusters Score -972401.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -972401.625000 Penalty: 3007.666016
	Iteration 84Q: 3 clusters Score -972401.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -972401.375000 Penalty: 3007.666016
	Iteration 85Q: 3 clusters Score -972401.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -972401.875000 Penalty: 3007.666016
	Iteration 86Q: 3 clusters Score -972401.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -972402.437500 Penalty: 3007.666016
	Iteration 87Q: 3 clusters Score -972402.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -972402.750000 Penalty: 3007.666016
	Iteration 88Q: 3 clusters Score -972402.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -972404.500000 Penalty: 3007.666016
	Iteration 89Q: 3 clusters Score -972404.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -972406.500000 Penalty: 3007.666016
	Iteration 90Q: 3 clusters Score -972406.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -972410.500000 Penalty: 3007.666016
	Iteration 91Q: 3 clusters Score -972410.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -972407.187500 Penalty: 3007.666016
	Iteration 92Q: 3 clusters Score -972407.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -972407.312500 Penalty: 3007.666016
	Iteration 93Q: 3 clusters Score -972407.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -972407.812500 Penalty: 3007.666016
	Iteration 94Q: 3 clusters Score -972407.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -972409.000000 Penalty: 3007.666016
	Iteration 95Q: 3 clusters Score -972409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -972409.125000 Penalty: 3007.666016
	Iteration 96Q: 3 clusters Score -972409.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -972407.437500 Penalty: 3007.666016
	Iteration 97Q: 3 clusters Score -972407.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -972408.437500 Penalty: 3007.666016
	Iteration 98Q: 3 clusters Score -972408.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -972408.062500 Penalty: 3007.666016
	Iteration 99Q: 3 clusters Score -972408.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -972407.375000 Penalty: 3007.666016
	Iteration 100F: 3 clusters Score -972407.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Entering Unmasked Estep 
Score: -921209.562500 Penalty: 1496.923950
	Iteration 0F: 2 clusters Score -921209.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -914143.250000 Penalty: 2993.847900
	Iteration 0F: 3 clusters Score -914143.2 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -916349.187500 Penalty: 2993.847900
	Iteration 1F: 3 clusters Score -916349.2 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -916621.312500 Penalty: 2993.847900
	Iteration 2F: 3 clusters Score -916621.3 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -916851.812500 Penalty: 2993.847900
	Iteration 3F: 3 clusters Score -916851.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -917054.250000 Penalty: 2993.847900
	Iteration 4Q: 3 clusters Score -917054.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -917267.187500 Penalty: 2993.847900
	Iteration 5Q: 3 clusters Score -917267.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -917499.562500 Penalty: 2993.847900
	Iteration 6Q: 3 clusters Score -917499.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -917771.562500 Penalty: 2993.847900
	Iteration 7Q: 3 clusters Score -917771.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -918049.500000 Penalty: 2993.847900
	Iteration 8Q: 3 clusters Score -918049.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -918294.125000 Penalty: 2993.847900
	Iteration 9Q: 3 clusters Score -918294.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -918464.125000 Penalty: 2993.847900
	Iteration 10Q: 3 clusters Score -918464.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -918608.125000 Penalty: 2993.847900
	Iteration 11Q: 3 clusters Score -918608.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -918718.562500 Penalty: 2993.847900
	Iteration 12Q: 3 clusters Score -918718.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -918806.250000 Penalty: 2993.847900
	Iteration 13Q: 3 clusters Score -918806.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -918863.812500 Penalty: 2993.847900
	Iteration 14Q: 3 clusters Score -918863.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -918913.062500 Penalty: 2993.847900
	Iteration 15Q: 3 clusters Score -918913.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -918951.500000 Penalty: 2993.847900
	Iteration 16Q: 3 clusters Score -918951.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -918978.437500 Penalty: 2993.847900
	Iteration 17Q: 3 clusters Score -918978.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -918997.437500 Penalty: 2993.847900
	Iteration 18Q: 3 clusters Score -918997.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -919010.062500 Penalty: 2993.847900
	Iteration 19Q: 3 clusters Score -919010.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -919018.937500 Penalty: 2993.847900
	Iteration 20F: 3 clusters Score -919018.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -919031.437500 Penalty: 2993.847900
	Iteration 21Q: 3 clusters Score -919031.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -919032.937500 Penalty: 2993.847900
	Iteration 22Q: 3 clusters Score -919032.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -919037.312500 Penalty: 2993.847900
	Iteration 23Q: 3 clusters Score -919037.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -919039.250000 Penalty: 2993.847900
	Iteration 24Q: 3 clusters Score -919039.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -919040.500000 Penalty: 2993.847900
	Iteration 25Q: 3 clusters Score -919040.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -919043.562500 Penalty: 2993.847900
	Iteration 26Q: 3 clusters Score -919043.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -919046.000000 Penalty: 2993.847900
	Iteration 27Q: 3 clusters Score -919046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -919048.875000 Penalty: 2993.847900
	Iteration 28Q: 3 clusters Score -919048.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -919047.500000 Penalty: 2993.847900
	Iteration 29Q: 3 clusters Score -919047.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -919048.562500 Penalty: 2993.847900
	Iteration 30Q: 3 clusters Score -919048.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -919049.187500 Penalty: 2993.847900
	Iteration 31Q: 3 clusters Score -919049.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -919049.750000 Penalty: 2993.847900
	Iteration 32Q: 3 clusters Score -919049.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -919050.000000 Penalty: 2993.847900
	Iteration 33Q: 3 clusters Score -919050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -919053.500000 Penalty: 2993.847900
	Iteration 34Q: 3 clusters Score -919053.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -919051.250000 Penalty: 2993.847900
	Iteration 35Q: 3 clusters Score -919051.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -919052.687500 Penalty: 2993.847900
	Iteration 36Q: 3 clusters Score -919052.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -919053.750000 Penalty: 2993.847900
	Iteration 37Q: 3 clusters Score -919053.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -919053.937500 Penalty: 2993.847900
	Iteration 38Q: 3 clusters Score -919053.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -919055.625000 Penalty: 2993.847900
	Iteration 39Q: 3 clusters Score -919055.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -919054.750000 Penalty: 2993.847900
	Iteration 40F: 3 clusters Score -919054.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -919054.437500 Penalty: 2993.847900
	Iteration 41Q: 3 clusters Score -919054.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -919054.062500 Penalty: 2993.847900
	Iteration 42Q: 3 clusters Score -919054.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -919055.000000 Penalty: 2993.847900
	Iteration 43Q: 3 clusters Score -919055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -919055.000000 Penalty: 2993.847900
	Iteration 44F: 3 clusters Score -919055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Entering Unmasked Estep 
Score: -138771.937500 Penalty: 1201.804688
	Iteration 0F: 2 clusters Score -138771.9 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 803 members 
Entering Unmasked Estep 
Score: -136947.578125 Penalty: 2403.609375
	Iteration 0F: 3 clusters Score -136947.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -137334.812500 Penalty: 2403.609375
	Iteration 1F: 3 clusters Score -137334.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -137428.406250 Penalty: 2403.609375
	Iteration 2F: 3 clusters Score -137428.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -137496.921875 Penalty: 2403.609375
	Iteration 3Q: 3 clusters Score -137496.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -137577.203125 Penalty: 2403.609375
	Iteration 4Q: 3 clusters Score -137577.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -137657.703125 Penalty: 2403.609375
	Iteration 5Q: 3 clusters Score -137657.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -137740.578125 Penalty: 2403.609375
	Iteration 6Q: 3 clusters Score -137740.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -137843.265625 Penalty: 2403.609375
	Iteration 7Q: 3 clusters Score -137843.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -137944.250000 Penalty: 2403.609375
	Iteration 8Q: 3 clusters Score -137944.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -138032.921875 Penalty: 2403.609375
	Iteration 9Q: 3 clusters Score -138032.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -138093.562500 Penalty: 2403.609375
	Iteration 10Q: 3 clusters Score -138093.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -138141.671875 Penalty: 2403.609375
	Iteration 11Q: 3 clusters Score -138141.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -138173.468750 Penalty: 2403.609375
	Iteration 12Q: 3 clusters Score -138173.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -138197.453125 Penalty: 2403.609375
	Iteration 13Q: 3 clusters Score -138197.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -138220.593750 Penalty: 2403.609375
	Iteration 14Q: 3 clusters Score -138220.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -138243.046875 Penalty: 2403.609375
	Iteration 15Q: 3 clusters Score -138243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -138254.250000 Penalty: 2403.609375
	Iteration 16Q: 3 clusters Score -138254.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -138260.062500 Penalty: 2403.609375
	Iteration 17Q: 3 clusters Score -138260.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -138265.187500 Penalty: 2403.609375
	Iteration 18Q: 3 clusters Score -138265.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -138267.640625 Penalty: 2403.609375
	Iteration 19Q: 3 clusters Score -138267.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -138269.218750 Penalty: 2403.609375
	Iteration 20F: 3 clusters Score -138269.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -138271.171875 Penalty: 2403.609375
	Iteration 21Q: 3 clusters Score -138271.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -138273.531250 Penalty: 2403.609375
	Iteration 22Q: 3 clusters Score -138273.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -138274.531250 Penalty: 2403.609375
	Iteration 23Q: 3 clusters Score -138274.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -138274.593750 Penalty: 2403.609375
	Iteration 24Q: 3 clusters Score -138274.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -138274.593750 Penalty: 2403.609375
	Iteration 25F: 3 clusters Score -138274.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Entering Unmasked Estep 
Score: -170731.468750 Penalty: 1231.199097
	Iteration 0F: 2 clusters Score -170731.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -168692.578125 Penalty: 2462.398193
	Iteration 0F: 3 clusters Score -168692.6 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -169128.640625 Penalty: 2462.398193
	Iteration 1F: 3 clusters Score -169128.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -169250.703125 Penalty: 2462.398193
	Iteration 2F: 3 clusters Score -169250.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -169302.718750 Penalty: 2462.398193
	Iteration 3Q: 3 clusters Score -169302.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -169333.984375 Penalty: 2462.398193
	Iteration 4Q: 3 clusters Score -169334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -169360.656250 Penalty: 2462.398193
	Iteration 5Q: 3 clusters Score -169360.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -169384.125000 Penalty: 2462.398193
	Iteration 6Q: 3 clusters Score -169384.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -169403.078125 Penalty: 2462.398193
	Iteration 7Q: 3 clusters Score -169403.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -169417.250000 Penalty: 2462.398193
	Iteration 8Q: 3 clusters Score -169417.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -169429.812500 Penalty: 2462.398193
	Iteration 9Q: 3 clusters Score -169429.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -169435.000000 Penalty: 2462.398193
	Iteration 10Q: 3 clusters Score -169435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -169440.875000 Penalty: 2462.398193
	Iteration 11Q: 3 clusters Score -169440.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -169448.468750 Penalty: 2462.398193
	Iteration 12Q: 3 clusters Score -169448.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -169457.828125 Penalty: 2462.398193
	Iteration 13Q: 3 clusters Score -169457.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -169467.890625 Penalty: 2462.398193
	Iteration 14Q: 3 clusters Score -169467.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -169479.375000 Penalty: 2462.398193
	Iteration 15Q: 3 clusters Score -169479.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -169489.656250 Penalty: 2462.398193
	Iteration 16Q: 3 clusters Score -169489.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -169496.906250 Penalty: 2462.398193
	Iteration 17Q: 3 clusters Score -169496.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -169502.671875 Penalty: 2462.398193
	Iteration 18Q: 3 clusters Score -169502.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -169510.250000 Penalty: 2462.398193
	Iteration 19Q: 3 clusters Score -169510.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -169515.218750 Penalty: 2462.398193
	Iteration 20F: 3 clusters Score -169515.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -169520.906250 Penalty: 2462.398193
	Iteration 21Q: 3 clusters Score -169520.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -169524.375000 Penalty: 2462.398193
	Iteration 22Q: 3 clusters Score -169524.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -169528.765625 Penalty: 2462.398193
	Iteration 23Q: 3 clusters Score -169528.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -169533.250000 Penalty: 2462.398193
	Iteration 24Q: 3 clusters Score -169533.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -169536.828125 Penalty: 2462.398193
	Iteration 25Q: 3 clusters Score -169536.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -169540.562500 Penalty: 2462.398193
	Iteration 26Q: 3 clusters Score -169540.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -169545.609375 Penalty: 2462.398193
	Iteration 27Q: 3 clusters Score -169545.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -169549.593750 Penalty: 2462.398193
	Iteration 28Q: 3 clusters Score -169549.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -169555.171875 Penalty: 2462.398193
	Iteration 29Q: 3 clusters Score -169555.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -169562.140625 Penalty: 2462.398193
	Iteration 30Q: 3 clusters Score -169562.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -169566.578125 Penalty: 2462.398193
	Iteration 31Q: 3 clusters Score -169566.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -169573.734375 Penalty: 2462.398193
	Iteration 32Q: 3 clusters Score -169573.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -169583.718750 Penalty: 2462.398193
	Iteration 33Q: 3 clusters Score -169583.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -169591.531250 Penalty: 2462.398193
	Iteration 34Q: 3 clusters Score -169591.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -169604.562500 Penalty: 2462.398193
	Iteration 35Q: 3 clusters Score -169604.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -169626.765625 Penalty: 2462.398193
	Iteration 36Q: 3 clusters Score -169626.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -169660.703125 Penalty: 2462.398193
	Iteration 37Q: 3 clusters Score -169660.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -169712.625000 Penalty: 2462.398193
	Iteration 38Q: 3 clusters Score -169712.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -169763.203125 Penalty: 2462.398193
	Iteration 39Q: 3 clusters Score -169763.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -169815.796875 Penalty: 2462.398193
	Iteration 40F: 3 clusters Score -169815.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -169858.656250 Penalty: 2462.398193
	Iteration 41Q: 3 clusters Score -169858.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -169898.250000 Penalty: 2462.398193
	Iteration 42Q: 3 clusters Score -169898.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -169948.828125 Penalty: 2462.398193
	Iteration 43Q: 3 clusters Score -169948.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -169999.750000 Penalty: 2462.398193
	Iteration 44Q: 3 clusters Score -169999.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -170041.515625 Penalty: 2462.398193
	Iteration 45Q: 3 clusters Score -170041.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -170076.796875 Penalty: 2462.398193
	Iteration 46Q: 3 clusters Score -170076.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -170099.546875 Penalty: 2462.398193
	Iteration 47Q: 3 clusters Score -170099.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -170121.625000 Penalty: 2462.398193
	Iteration 48Q: 3 clusters Score -170121.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -170138.656250 Penalty: 2462.398193
	Iteration 49Q: 3 clusters Score -170138.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -170149.218750 Penalty: 2462.398193
	Iteration 50Q: 3 clusters Score -170149.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -170156.171875 Penalty: 2462.398193
	Iteration 51Q: 3 clusters Score -170156.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -170159.656250 Penalty: 2462.398193
	Iteration 52Q: 3 clusters Score -170159.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -170161.984375 Penalty: 2462.398193
	Iteration 53Q: 3 clusters Score -170162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -170163.250000 Penalty: 2462.398193
	Iteration 54Q: 3 clusters Score -170163.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -170165.312500 Penalty: 2462.398193
	Iteration 55Q: 3 clusters Score -170165.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -170165.703125 Penalty: 2462.398193
	Iteration 56Q: 3 clusters Score -170165.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -170166.625000 Penalty: 2462.398193
	Iteration 57Q: 3 clusters Score -170166.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -170166.906250 Penalty: 2462.398193
	Iteration 58Q: 3 clusters Score -170166.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -170166.906250 Penalty: 2462.398193
	Iteration 59F: 3 clusters Score -170166.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -103313.976562 Penalty: 1148.854614
	Iteration 0F: 2 clusters Score -103314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -101732.742188 Penalty: 2297.709229
	Iteration 0F: 3 clusters Score -101732.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -102041.117188 Penalty: 2297.709229
	Iteration 1F: 3 clusters Score -102041.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -102106.046875 Penalty: 2297.709229
	Iteration 2F: 3 clusters Score -102106 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -102144.945312 Penalty: 2297.709229
	Iteration 3Q: 3 clusters Score -102144.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -102169.921875 Penalty: 2297.709229
	Iteration 4Q: 3 clusters Score -102169.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -102186.015625 Penalty: 2297.709229
	Iteration 5Q: 3 clusters Score -102186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -102198.250000 Penalty: 2297.709229
	Iteration 6Q: 3 clusters Score -102198.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -102208.281250 Penalty: 2297.709229
	Iteration 7Q: 3 clusters Score -102208.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -102221.359375 Penalty: 2297.709229
	Iteration 8Q: 3 clusters Score -102221.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -102231.867188 Penalty: 2297.709229
	Iteration 9Q: 3 clusters Score -102231.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -102235.968750 Penalty: 2297.709229
	Iteration 10Q: 3 clusters Score -102236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -102243.039062 Penalty: 2297.709229
	Iteration 11Q: 3 clusters Score -102243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -102248.664062 Penalty: 2297.709229
	Iteration 12Q: 3 clusters Score -102248.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -102255.265625 Penalty: 2297.709229
	Iteration 13Q: 3 clusters Score -102255.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -102261.812500 Penalty: 2297.709229
	Iteration 14Q: 3 clusters Score -102261.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -102272.453125 Penalty: 2297.709229
	Iteration 15Q: 3 clusters Score -102272.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -102280.351562 Penalty: 2297.709229
	Iteration 16Q: 3 clusters Score -102280.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -102283.140625 Penalty: 2297.709229
	Iteration 17Q: 3 clusters Score -102283.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -102283.140625 Penalty: 2297.709229
	Iteration 18F: 3 clusters Score -102283.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Entering Unmasked Estep 
Score: -276660.093750 Penalty: 1312.484253
	Iteration 0F: 2 clusters Score -276660.1 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 1594 members 
Entering Unmasked Estep 
Score: -273777.000000 Penalty: 2624.968506
	Iteration 0F: 3 clusters Score -273777 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -274466.281250 Penalty: 2624.968506
	Iteration 1F: 3 clusters Score -274466.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -274658.062500 Penalty: 2624.968506
	Iteration 2F: 3 clusters Score -274658.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -274791.750000 Penalty: 2624.968506
	Iteration 3F: 3 clusters Score -274791.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -274909.656250 Penalty: 2624.968506
	Iteration 4Q: 3 clusters Score -274909.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -275027.625000 Penalty: 2624.968506
	Iteration 5Q: 3 clusters Score -275027.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -275109.125000 Penalty: 2624.968506
	Iteration 6Q: 3 clusters Score -275109.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -275181.343750 Penalty: 2624.968506
	Iteration 7Q: 3 clusters Score -275181.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -275251.625000 Penalty: 2624.968506
	Iteration 8Q: 3 clusters Score -275251.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -275324.125000 Penalty: 2624.968506
	Iteration 9Q: 3 clusters Score -275324.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -275396.187500 Penalty: 2624.968506
	Iteration 10Q: 3 clusters Score -275396.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -275480.187500 Penalty: 2624.968506
	Iteration 11Q: 3 clusters Score -275480.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -275566.125000 Penalty: 2624.968506
	Iteration 12Q: 3 clusters Score -275566.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -275629.281250 Penalty: 2624.968506
	Iteration 13Q: 3 clusters Score -275629.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -275674.656250 Penalty: 2624.968506
	Iteration 14Q: 3 clusters Score -275674.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -275716.906250 Penalty: 2624.968506
	Iteration 15Q: 3 clusters Score -275716.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -275743.812500 Penalty: 2624.968506
	Iteration 16Q: 3 clusters Score -275743.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -275769.156250 Penalty: 2624.968506
	Iteration 17Q: 3 clusters Score -275769.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -275786.281250 Penalty: 2624.968506
	Iteration 18Q: 3 clusters Score -275786.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -275795.375000 Penalty: 2624.968506
	Iteration 19Q: 3 clusters Score -275795.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -275805.968750 Penalty: 2624.968506
	Iteration 20F: 3 clusters Score -275806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -275814.531250 Penalty: 2624.968506
	Iteration 21Q: 3 clusters Score -275814.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -275818.718750 Penalty: 2624.968506
	Iteration 22Q: 3 clusters Score -275818.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -275823.281250 Penalty: 2624.968506
	Iteration 23Q: 3 clusters Score -275823.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -275831.125000 Penalty: 2624.968506
	Iteration 24Q: 3 clusters Score -275831.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -275838.187500 Penalty: 2624.968506
	Iteration 25Q: 3 clusters Score -275838.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -275844.750000 Penalty: 2624.968506
	Iteration 26Q: 3 clusters Score -275844.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -275849.218750 Penalty: 2624.968506
	Iteration 27Q: 3 clusters Score -275849.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -275853.250000 Penalty: 2624.968506
	Iteration 28Q: 3 clusters Score -275853.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -275858.687500 Penalty: 2624.968506
	Iteration 29Q: 3 clusters Score -275858.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -275860.312500 Penalty: 2624.968506
	Iteration 30Q: 3 clusters Score -275860.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -275862.906250 Penalty: 2624.968506
	Iteration 31Q: 3 clusters Score -275862.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -275864.125000 Penalty: 2624.968506
	Iteration 32Q: 3 clusters Score -275864.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -275866.812500 Penalty: 2624.968506
	Iteration 33Q: 3 clusters Score -275866.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -275869.437500 Penalty: 2624.968506
	Iteration 34Q: 3 clusters Score -275869.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -275871.375000 Penalty: 2624.968506
	Iteration 35Q: 3 clusters Score -275871.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -275872.968750 Penalty: 2624.968506
	Iteration 36Q: 3 clusters Score -275873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -275872.968750 Penalty: 2624.968506
	Iteration 37F: 3 clusters Score -275873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Entering Unmasked Estep 
Score: -130213.570312 Penalty: 1219.999634
	Iteration 0F: 2 clusters Score -130213.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -128347.562500 Penalty: 2439.999268
	Iteration 0F: 3 clusters Score -128347.6 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -128959.265625 Penalty: 2439.999268
	Iteration 1F: 3 clusters Score -128959.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -129171.140625 Penalty: 2439.999268
	Iteration 2F: 3 clusters Score -129171.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -129331.617188 Penalty: 2439.999268
	Iteration 3F: 3 clusters Score -129331.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -129449.375000 Penalty: 2439.999268
	Iteration 4F: 3 clusters Score -129449.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -129500.796875 Penalty: 2439.999268
	Iteration 5Q: 3 clusters Score -129500.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -129528.875000 Penalty: 2439.999268
	Iteration 6Q: 3 clusters Score -129528.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -129548.554688 Penalty: 2439.999268
	Iteration 7Q: 3 clusters Score -129548.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -129561.523438 Penalty: 2439.999268
	Iteration 8Q: 3 clusters Score -129561.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -129568.265625 Penalty: 2439.999268
	Iteration 9Q: 3 clusters Score -129568.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -129574.296875 Penalty: 2439.999268
	Iteration 10Q: 3 clusters Score -129574.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -129583.945312 Penalty: 2439.999268
	Iteration 11Q: 3 clusters Score -129583.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -129588.757812 Penalty: 2439.999268
	Iteration 12Q: 3 clusters Score -129588.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -129599.515625 Penalty: 2439.999268
	Iteration 13Q: 3 clusters Score -129599.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -129609.804688 Penalty: 2439.999268
	Iteration 14Q: 3 clusters Score -129609.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -129622.453125 Penalty: 2439.999268
	Iteration 15Q: 3 clusters Score -129622.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -129637.414062 Penalty: 2439.999268
	Iteration 16Q: 3 clusters Score -129637.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -129647.687500 Penalty: 2439.999268
	Iteration 17Q: 3 clusters Score -129647.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -129656.523438 Penalty: 2439.999268
	Iteration 18Q: 3 clusters Score -129656.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -129662.335938 Penalty: 2439.999268
	Iteration 19Q: 3 clusters Score -129662.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -129669.804688 Penalty: 2439.999268
	Iteration 20F: 3 clusters Score -129669.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -129678.796875 Penalty: 2439.999268
	Iteration 21Q: 3 clusters Score -129678.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -129681.140625 Penalty: 2439.999268
	Iteration 22Q: 3 clusters Score -129681.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -129684.000000 Penalty: 2439.999268
	Iteration 23Q: 3 clusters Score -129684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -129684.156250 Penalty: 2439.999268
	Iteration 24Q: 3 clusters Score -129684.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -129684.312500 Penalty: 2439.999268
	Iteration 25Q: 3 clusters Score -129684.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -129685.562500 Penalty: 2439.999268
	Iteration 26Q: 3 clusters Score -129685.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -129686.281250 Penalty: 2439.999268
	Iteration 27Q: 3 clusters Score -129686.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -129686.843750 Penalty: 2439.999268
	Iteration 28Q: 3 clusters Score -129686.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -129686.843750 Penalty: 2439.999268
	Iteration 29F: 3 clusters Score -129686.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Entering Unmasked Estep 
Score: -232080.750000 Penalty: 1284.214355
	Iteration 0F: 2 clusters Score -232080.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -229559.875000 Penalty: 2568.428711
	Iteration 0F: 3 clusters Score -229559.9 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -230228.406250 Penalty: 2568.428711
	Iteration 1F: 3 clusters Score -230228.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -230476.046875 Penalty: 2568.428711
	Iteration 2F: 3 clusters Score -230476 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -230658.312500 Penalty: 2568.428711
	Iteration 3F: 3 clusters Score -230658.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -230789.328125 Penalty: 2568.428711
	Iteration 4F: 3 clusters Score -230789.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -230892.328125 Penalty: 2568.428711
	Iteration 5Q: 3 clusters Score -230892.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -230981.937500 Penalty: 2568.428711
	Iteration 6Q: 3 clusters Score -230981.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -231047.296875 Penalty: 2568.428711
	Iteration 7Q: 3 clusters Score -231047.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -231093.140625 Penalty: 2568.428711
	Iteration 8Q: 3 clusters Score -231093.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -231118.640625 Penalty: 2568.428711
	Iteration 9Q: 3 clusters Score -231118.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -231144.937500 Penalty: 2568.428711
	Iteration 10Q: 3 clusters Score -231144.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -231159.000000 Penalty: 2568.428711
	Iteration 11Q: 3 clusters Score -231159 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -231168.156250 Penalty: 2568.428711
	Iteration 12Q: 3 clusters Score -231168.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -231177.046875 Penalty: 2568.428711
	Iteration 13Q: 3 clusters Score -231177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -231183.796875 Penalty: 2568.428711
	Iteration 14Q: 3 clusters Score -231183.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -231187.812500 Penalty: 2568.428711
	Iteration 15Q: 3 clusters Score -231187.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -231189.828125 Penalty: 2568.428711
	Iteration 16Q: 3 clusters Score -231189.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -231192.484375 Penalty: 2568.428711
	Iteration 17Q: 3 clusters Score -231192.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -231193.484375 Penalty: 2568.428711
	Iteration 18Q: 3 clusters Score -231193.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -231194.000000 Penalty: 2568.428711
	Iteration 19Q: 3 clusters Score -231194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -231194.265625 Penalty: 2568.428711
	Iteration 20F: 3 clusters Score -231194.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -231194.859375 Penalty: 2568.428711
	Iteration 21Q: 3 clusters Score -231194.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -231195.906250 Penalty: 2568.428711
	Iteration 22Q: 3 clusters Score -231195.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -231195.984375 Penalty: 2568.428711
	Iteration 23Q: 3 clusters Score -231196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -231196.500000 Penalty: 2568.428711
	Iteration 24Q: 3 clusters Score -231196.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -231196.500000 Penalty: 2568.428711
	Iteration 25F: 3 clusters Score -231196.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Entering Unmasked Estep 
Score: -257350.562500 Penalty: 1297.530518
	Iteration 0F: 2 clusters Score -257350.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -254703.656250 Penalty: 2595.061035
	Iteration 0F: 3 clusters Score -254703.7 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -255341.765625 Penalty: 2595.061035
	Iteration 1F: 3 clusters Score -255341.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -255456.437500 Penalty: 2595.061035
	Iteration 2F: 3 clusters Score -255456.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -255529.718750 Penalty: 2595.061035
	Iteration 3Q: 3 clusters Score -255529.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -255588.656250 Penalty: 2595.061035
	Iteration 4Q: 3 clusters Score -255588.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -255644.843750 Penalty: 2595.061035
	Iteration 5Q: 3 clusters Score -255644.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -255694.625000 Penalty: 2595.061035
	Iteration 6Q: 3 clusters Score -255694.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -255743.843750 Penalty: 2595.061035
	Iteration 7Q: 3 clusters Score -255743.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -255789.656250 Penalty: 2595.061035
	Iteration 8Q: 3 clusters Score -255789.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -255836.000000 Penalty: 2595.061035
	Iteration 9Q: 3 clusters Score -255836 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -255874.671875 Penalty: 2595.061035
	Iteration 10Q: 3 clusters Score -255874.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -255917.453125 Penalty: 2595.061035
	Iteration 11Q: 3 clusters Score -255917.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -255956.687500 Penalty: 2595.061035
	Iteration 12Q: 3 clusters Score -255956.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -255986.468750 Penalty: 2595.061035
	Iteration 13Q: 3 clusters Score -255986.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -256016.015625 Penalty: 2595.061035
	Iteration 14Q: 3 clusters Score -256016 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -256037.562500 Penalty: 2595.061035
	Iteration 15Q: 3 clusters Score -256037.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -256048.140625 Penalty: 2595.061035
	Iteration 16Q: 3 clusters Score -256048.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -256058.671875 Penalty: 2595.061035
	Iteration 17Q: 3 clusters Score -256058.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -256068.265625 Penalty: 2595.061035
	Iteration 18Q: 3 clusters Score -256068.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -256078.593750 Penalty: 2595.061035
	Iteration 19Q: 3 clusters Score -256078.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -256087.312500 Penalty: 2595.061035
	Iteration 20F: 3 clusters Score -256087.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -256097.953125 Penalty: 2595.061035
	Iteration 21Q: 3 clusters Score -256098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -256103.937500 Penalty: 2595.061035
	Iteration 22Q: 3 clusters Score -256103.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -256107.281250 Penalty: 2595.061035
	Iteration 23Q: 3 clusters Score -256107.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -256110.234375 Penalty: 2595.061035
	Iteration 24Q: 3 clusters Score -256110.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -256113.625000 Penalty: 2595.061035
	Iteration 25Q: 3 clusters Score -256113.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -256115.984375 Penalty: 2595.061035
	Iteration 26Q: 3 clusters Score -256116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -256118.781250 Penalty: 2595.061035
	Iteration 27Q: 3 clusters Score -256118.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -256122.875000 Penalty: 2595.061035
	Iteration 28Q: 3 clusters Score -256122.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -256125.609375 Penalty: 2595.061035
	Iteration 29Q: 3 clusters Score -256125.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -256128.906250 Penalty: 2595.061035
	Iteration 30Q: 3 clusters Score -256128.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -256132.093750 Penalty: 2595.061035
	Iteration 31Q: 3 clusters Score -256132.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -256135.890625 Penalty: 2595.061035
	Iteration 32Q: 3 clusters Score -256135.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -256140.796875 Penalty: 2595.061035
	Iteration 33Q: 3 clusters Score -256140.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -256145.828125 Penalty: 2595.061035
	Iteration 34Q: 3 clusters Score -256145.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -256151.062500 Penalty: 2595.061035
	Iteration 35Q: 3 clusters Score -256151.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -256157.031250 Penalty: 2595.061035
	Iteration 36Q: 3 clusters Score -256157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -256162.312500 Penalty: 2595.061035
	Iteration 37Q: 3 clusters Score -256162.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -256166.343750 Penalty: 2595.061035
	Iteration 38Q: 3 clusters Score -256166.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -256170.328125 Penalty: 2595.061035
	Iteration 39Q: 3 clusters Score -256170.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -256174.781250 Penalty: 2595.061035
	Iteration 40F: 3 clusters Score -256174.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -256181.906250 Penalty: 2595.061035
	Iteration 41Q: 3 clusters Score -256181.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -256187.953125 Penalty: 2595.061035
	Iteration 42Q: 3 clusters Score -256188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -256190.421875 Penalty: 2595.061035
	Iteration 43Q: 3 clusters Score -256190.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -256193.093750 Penalty: 2595.061035
	Iteration 44Q: 3 clusters Score -256193.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -256196.734375 Penalty: 2595.061035
	Iteration 45Q: 3 clusters Score -256196.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -256201.062500 Penalty: 2595.061035
	Iteration 46Q: 3 clusters Score -256201.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -256204.953125 Penalty: 2595.061035
	Iteration 47Q: 3 clusters Score -256205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -256206.921875 Penalty: 2595.061035
	Iteration 48Q: 3 clusters Score -256206.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -256212.625000 Penalty: 2595.061035
	Iteration 49Q: 3 clusters Score -256212.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -256217.328125 Penalty: 2595.061035
	Iteration 50Q: 3 clusters Score -256217.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -256220.593750 Penalty: 2595.061035
	Iteration 51Q: 3 clusters Score -256220.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -256225.234375 Penalty: 2595.061035
	Iteration 52Q: 3 clusters Score -256225.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -256227.609375 Penalty: 2595.061035
	Iteration 53Q: 3 clusters Score -256227.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -256230.234375 Penalty: 2595.061035
	Iteration 54Q: 3 clusters Score -256230.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -256234.359375 Penalty: 2595.061035
	Iteration 55Q: 3 clusters Score -256234.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -256240.578125 Penalty: 2595.061035
	Iteration 56Q: 3 clusters Score -256240.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -256245.468750 Penalty: 2595.061035
	Iteration 57Q: 3 clusters Score -256245.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -256248.234375 Penalty: 2595.061035
	Iteration 58Q: 3 clusters Score -256248.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -256250.375000 Penalty: 2595.061035
	Iteration 59Q: 3 clusters Score -256250.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -256254.109375 Penalty: 2595.061035
	Iteration 60F: 3 clusters Score -256254.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -256259.218750 Penalty: 2595.061035
	Iteration 61Q: 3 clusters Score -256259.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -256261.531250 Penalty: 2595.061035
	Iteration 62Q: 3 clusters Score -256261.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -256267.500000 Penalty: 2595.061035
	Iteration 63Q: 3 clusters Score -256267.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -256272.921875 Penalty: 2595.061035
	Iteration 64Q: 3 clusters Score -256272.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -256276.375000 Penalty: 2595.061035
	Iteration 65Q: 3 clusters Score -256276.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -256282.515625 Penalty: 2595.061035
	Iteration 66Q: 3 clusters Score -256282.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -256283.734375 Penalty: 2595.061035
	Iteration 67Q: 3 clusters Score -256283.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -256284.281250 Penalty: 2595.061035
	Iteration 68Q: 3 clusters Score -256284.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -256284.281250 Penalty: 2595.061035
	Iteration 69F: 3 clusters Score -256284.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Entering Unmasked Estep 
Score: -353537.312500 Penalty: 1352.586426
	Iteration 0F: 2 clusters Score -353537.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -350147.625000 Penalty: 2705.172852
	Iteration 0F: 3 clusters Score -350147.6 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -351090.687500 Penalty: 2705.172852
	Iteration 1F: 3 clusters Score -351090.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -351380.906250 Penalty: 2705.172852
	Iteration 2F: 3 clusters Score -351380.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -351734.468750 Penalty: 2705.172852
	Iteration 3F: 3 clusters Score -351734.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -352230.156250 Penalty: 2705.172852
	Iteration 4F: 3 clusters Score -352230.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -352901.468750 Penalty: 2705.172852
	Iteration 5F: 3 clusters Score -352901.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -353541.343750 Penalty: 2705.172852
	Iteration 6F: 3 clusters Score -353541.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -353860.562500 Penalty: 2705.172852
	Iteration 7F: 3 clusters Score -353860.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -354077.843750 Penalty: 2705.172852
	Iteration 8Q: 3 clusters Score -354077.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -354215.718750 Penalty: 2705.172852
	Iteration 9Q: 3 clusters Score -354215.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -354291.656250 Penalty: 2705.172852
	Iteration 10Q: 3 clusters Score -354291.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -354329.312500 Penalty: 2705.172852
	Iteration 11Q: 3 clusters Score -354329.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -354350.125000 Penalty: 2705.172852
	Iteration 12Q: 3 clusters Score -354350.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -354371.000000 Penalty: 2705.172852
	Iteration 13Q: 3 clusters Score -354371 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -354387.656250 Penalty: 2705.172852
	Iteration 14Q: 3 clusters Score -354387.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -354399.906250 Penalty: 2705.172852
	Iteration 15Q: 3 clusters Score -354399.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -354406.562500 Penalty: 2705.172852
	Iteration 16Q: 3 clusters Score -354406.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -354412.656250 Penalty: 2705.172852
	Iteration 17Q: 3 clusters Score -354412.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -354414.531250 Penalty: 2705.172852
	Iteration 18Q: 3 clusters Score -354414.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -354418.156250 Penalty: 2705.172852
	Iteration 19Q: 3 clusters Score -354418.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -354423.437500 Penalty: 2705.172852
	Iteration 20F: 3 clusters Score -354423.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -354427.750000 Penalty: 2705.172852
	Iteration 21Q: 3 clusters Score -354427.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -354432.343750 Penalty: 2705.172852
	Iteration 22Q: 3 clusters Score -354432.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -354445.062500 Penalty: 2705.172852
	Iteration 23Q: 3 clusters Score -354445.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -354459.531250 Penalty: 2705.172852
	Iteration 24Q: 3 clusters Score -354459.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -354471.156250 Penalty: 2705.172852
	Iteration 25Q: 3 clusters Score -354471.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -354491.031250 Penalty: 2705.172852
	Iteration 26Q: 3 clusters Score -354491 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -354524.062500 Penalty: 2705.172852
	Iteration 27Q: 3 clusters Score -354524.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -354583.687500 Penalty: 2705.172852
	Iteration 28Q: 3 clusters Score -354583.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -354652.406250 Penalty: 2705.172852
	Iteration 29Q: 3 clusters Score -354652.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -354694.625000 Penalty: 2705.172852
	Iteration 30Q: 3 clusters Score -354694.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -354717.437500 Penalty: 2705.172852
	Iteration 31Q: 3 clusters Score -354717.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -354727.812500 Penalty: 2705.172852
	Iteration 32Q: 3 clusters Score -354727.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -354731.062500 Penalty: 2705.172852
	Iteration 33Q: 3 clusters Score -354731.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -354732.718750 Penalty: 2705.172852
	Iteration 34Q: 3 clusters Score -354732.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -354733.468750 Penalty: 2705.172852
	Iteration 35Q: 3 clusters Score -354733.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -354733.031250 Penalty: 2705.172852
	Iteration 36Q: 3 clusters Score -354733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -354733.031250 Penalty: 2705.172852
	Iteration 37F: 3 clusters Score -354733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60085 members 
Mstep: Class 2 contains 20801 members 
Mstep: Class 3 contains 3056 members 
Mstep: Class 4 contains 18356 members 
Mstep: Class 5 contains 22461 members 
Mstep: Class 6 contains 51417 members 
Mstep: Class 7 contains 7341 members 
Mstep: Class 8 contains 63043 members 
Mstep: Class 9 contains 8943 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 11 contains 8868 members 
Mstep: Class 12 contains 12897 members 
Mstep: Class 13 contains 122611 members 
Mstep: Class 14 contains 56027 members 
Mstep: Class 15 contains 127405 members 
Mstep: Class 16 contains 42107 members 
Mstep: Class 17 contains 1443 members 
Mstep: Class 18 contains 10450 members 
Mstep: Class 19 contains 10015 members 
Mstep: Class 20 contains 1629 members 
Mstep: Class 21 contains 1952 members 
Mstep: Class 22 contains 1176 members 
Mstep: Class 23 contains 3219 members 
Mstep: Class 24 contains 1822 members 
Mstep: Class 25 contains 2705 members 
Mstep: Class 26 contains 2936 members 
Mstep: Class 27 contains 1422 members 
Mstep: Class 28 contains 123567 members 
Mstep: Class 29 contains 15709 members 
Mstep: Class 30 contains 1299 members 
Mstep: Class 31 contains 5859 members 
Mstep: Class 32 contains 1557 members 
Mstep: Class 33 contains 3267 members 
Mstep: Class 34 contains 1265 members 
Mstep: Class 35 contains 5576 members 
Mstep: Class 36 contains 3768 members 
Mstep: Class 37 contains 2167 members 
Mstep: Class 38 contains 1718 members 
Mstep: Class 39 contains 731 members 
Mstep: Class 40 contains 2587 members 
Mstep: Class 41 contains 731 members 
Mstep: Class 42 contains 118007 members 
Mstep: Class 43 contains 2629 members 
Mstep: Class 44 contains 2698 members 
Entering Unmasked Estep 
Score: -84439240.000000 Penalty: 98476.570312
Splitting cluster 27 changes total score from -84438976.000000 to -84439240.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 28 (123567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123567 members 
Entering Unmasked Estep 
Score: -11721835.000000 Penalty: 1905.237549
	Iteration 0F: 2 clusters Score -1.172184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61502 members 
Mstep: Class 2 contains 62065 members 
Entering Unmasked Estep 
Score: -11639304.000000 Penalty: 3810.475098
	Iteration 0F: 3 clusters Score -1.16393e+07 nChanged 59156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55880 members 
Mstep: Class 2 contains 67687 members 
Entering Unmasked Estep 
Score: -11674736.000000 Penalty: 3810.475098
	Iteration 1F: 3 clusters Score -1.167474e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52630 members 
Mstep: Class 2 contains 70937 members 
Entering Unmasked Estep 
Score: -11676271.000000 Penalty: 3810.475098
	Iteration 2Q: 3 clusters Score -1.167627e+07 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 75675 members 
Entering Unmasked Estep 
Score: -11678944.000000 Penalty: 3810.475098
	Iteration 3Q: 3 clusters Score -1.167894e+07 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 82282 members 
Entering Unmasked Estep 
Score: -11683397.000000 Penalty: 3810.475098
	Iteration 4F: 3 clusters Score -1.16834e+07 nChanged 8656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 90718 members 
Entering Unmasked Estep 
Score: -11690250.000000 Penalty: 3810.475098
	Iteration 5F: 3 clusters Score -1.169025e+07 nChanged 9483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 100101 members 
Entering Unmasked Estep 
Score: -11698851.000000 Penalty: 3810.475098
	Iteration 6F: 3 clusters Score -1.169885e+07 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 108419 members 
Entering Unmasked Estep 
Score: -11706872.000000 Penalty: 3810.475098
	Iteration 7F: 3 clusters Score -1.170687e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 114227 members 
Entering Unmasked Estep 
Score: -11712396.000000 Penalty: 3810.475098
	Iteration 8Q: 3 clusters Score -1.17124e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 117976 members 
Entering Unmasked Estep 
Score: -11715797.000000 Penalty: 3810.475098
	Iteration 9Q: 3 clusters Score -1.17158e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 120288 members 
Entering Unmasked Estep 
Score: -11717738.000000 Penalty: 3810.475098
	Iteration 10Q: 3 clusters Score -1.171774e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 121672 members 
Entering Unmasked Estep 
Score: -11718810.000000 Penalty: 3810.475098
	Iteration 11Q: 3 clusters Score -1.171881e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 122463 members 
Entering Unmasked Estep 
Score: -11719446.000000 Penalty: 3810.475098
	Iteration 12Q: 3 clusters Score -1.171945e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 122901 members 
Entering Unmasked Estep 
Score: -11719796.000000 Penalty: 3810.475098
	Iteration 13Q: 3 clusters Score -1.17198e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 123117 members 
Entering Unmasked Estep 
Score: -11719954.000000 Penalty: 3810.475098
	Iteration 14Q: 3 clusters Score -1.171995e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 123231 members 
Entering Unmasked Estep 
Score: -11720073.000000 Penalty: 3810.475098
	Iteration 15Q: 3 clusters Score -1.172007e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 123275 members 
Entering Unmasked Estep 
Score: -11720119.000000 Penalty: 3810.475098
	Iteration 16Q: 3 clusters Score -1.172012e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 123295 members 
Entering Unmasked Estep 
Score: -11720146.000000 Penalty: 3810.475098
	Iteration 17Q: 3 clusters Score -1.172015e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 123310 members 
Entering Unmasked Estep 
Score: -11720178.000000 Penalty: 3810.475098
	Iteration 18Q: 3 clusters Score -1.172018e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 123322 members 
Entering Unmasked Estep 
Score: -11720197.000000 Penalty: 3810.475098
	Iteration 19Q: 3 clusters Score -1.17202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 123329 members 
Entering Unmasked Estep 
Score: -11720209.000000 Penalty: 3810.475098
	Iteration 20F: 3 clusters Score -1.172021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 123336 members 
Entering Unmasked Estep 
Score: -11720214.000000 Penalty: 3810.475098
	Iteration 21Q: 3 clusters Score -1.172021e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 123337 members 
Entering Unmasked Estep 
Score: -11720213.000000 Penalty: 3810.475098
	Iteration 22Q: 3 clusters Score -1.172021e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 123337 members 
Entering Unmasked Estep 
Score: -11720213.000000 Penalty: 3810.475098
	Iteration 23F: 3 clusters Score -1.172021e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Entering Unmasked Estep 
Score: -1398568.750000 Penalty: 1570.073242
	Iteration 0F: 2 clusters Score -1398569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1387753.125000 Penalty: 3140.146484
	Iteration 0F: 3 clusters Score -1387753 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1391401.500000 Penalty: 3140.146484
	Iteration 1F: 3 clusters Score -1391402 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1391794.125000 Penalty: 3140.146484
	Iteration 2F: 3 clusters Score -1391794 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1392201.125000 Penalty: 3140.146484
	Iteration 3F: 3 clusters Score -1392201 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1392714.375000 Penalty: 3140.146484
	Iteration 4F: 3 clusters Score -1392714 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1393334.750000 Penalty: 3140.146484
	Iteration 5F: 3 clusters Score -1393335 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1393979.000000 Penalty: 3140.146484
	Iteration 6F: 3 clusters Score -1393979 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1394528.125000 Penalty: 3140.146484
	Iteration 7F: 3 clusters Score -1394528 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1395030.500000 Penalty: 3140.146484
	Iteration 8Q: 3 clusters Score -1395030 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1395433.625000 Penalty: 3140.146484
	Iteration 9Q: 3 clusters Score -1395434 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1395809.500000 Penalty: 3140.146484
	Iteration 10Q: 3 clusters Score -1395810 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1396151.750000 Penalty: 3140.146484
	Iteration 11Q: 3 clusters Score -1396152 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1396386.875000 Penalty: 3140.146484
	Iteration 12Q: 3 clusters Score -1396387 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1396556.000000 Penalty: 3140.146484
	Iteration 13Q: 3 clusters Score -1396556 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1396650.375000 Penalty: 3140.146484
	Iteration 14Q: 3 clusters Score -1396650 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1396723.250000 Penalty: 3140.146484
	Iteration 15Q: 3 clusters Score -1396723 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1396767.750000 Penalty: 3140.146484
	Iteration 16Q: 3 clusters Score -1396768 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1396803.375000 Penalty: 3140.146484
	Iteration 17Q: 3 clusters Score -1396803 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1396846.500000 Penalty: 3140.146484
	Iteration 18Q: 3 clusters Score -1396846 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1396887.875000 Penalty: 3140.146484
	Iteration 19Q: 3 clusters Score -1396888 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1396924.875000 Penalty: 3140.146484
	Iteration 20F: 3 clusters Score -1396925 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1396954.750000 Penalty: 3140.146484
	Iteration 21Q: 3 clusters Score -1396955 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1396979.750000 Penalty: 3140.146484
	Iteration 22Q: 3 clusters Score -1396980 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1397001.125000 Penalty: 3140.146484
	Iteration 23Q: 3 clusters Score -1397001 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1397023.625000 Penalty: 3140.146484
	Iteration 24Q: 3 clusters Score -1397024 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1397042.125000 Penalty: 3140.146484
	Iteration 25Q: 3 clusters Score -1397042 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1397058.875000 Penalty: 3140.146484
	Iteration 26Q: 3 clusters Score -1397059 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1397075.875000 Penalty: 3140.146484
	Iteration 27Q: 3 clusters Score -1397076 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1397104.500000 Penalty: 3140.146484
	Iteration 28Q: 3 clusters Score -1397104 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1397114.875000 Penalty: 3140.146484
	Iteration 29Q: 3 clusters Score -1397115 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1397135.500000 Penalty: 3140.146484
	Iteration 30Q: 3 clusters Score -1397136 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1397148.125000 Penalty: 3140.146484
	Iteration 31Q: 3 clusters Score -1397148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1397158.750000 Penalty: 3140.146484
	Iteration 32Q: 3 clusters Score -1397159 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1397171.625000 Penalty: 3140.146484
	Iteration 33Q: 3 clusters Score -1397172 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1397186.375000 Penalty: 3140.146484
	Iteration 34Q: 3 clusters Score -1397186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1397194.375000 Penalty: 3140.146484
	Iteration 35Q: 3 clusters Score -1397194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1397206.125000 Penalty: 3140.146484
	Iteration 36Q: 3 clusters Score -1397206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1397216.625000 Penalty: 3140.146484
	Iteration 37Q: 3 clusters Score -1397217 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1397216.375000 Penalty: 3140.146484
	Iteration 38Q: 3 clusters Score -1397216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1397218.625000 Penalty: 3140.146484
	Iteration 39Q: 3 clusters Score -1397219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1397223.125000 Penalty: 3140.146484
	Iteration 40F: 3 clusters Score -1397223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1397225.000000 Penalty: 3140.146484
	Iteration 41Q: 3 clusters Score -1397225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1397226.125000 Penalty: 3140.146484
	Iteration 42Q: 3 clusters Score -1397226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1397228.250000 Penalty: 3140.146484
	Iteration 43Q: 3 clusters Score -1397228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1397231.375000 Penalty: 3140.146484
	Iteration 44Q: 3 clusters Score -1397231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1397233.000000 Penalty: 3140.146484
	Iteration 45Q: 3 clusters Score -1397233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1397230.250000 Penalty: 3140.146484
	Iteration 46Q: 3 clusters Score -1397230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1397232.125000 Penalty: 3140.146484
	Iteration 47Q: 3 clusters Score -1397232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1397233.500000 Penalty: 3140.146484
	Iteration 48Q: 3 clusters Score -1397234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1397231.625000 Penalty: 3140.146484
	Iteration 49Q: 3 clusters Score -1397232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1397234.250000 Penalty: 3140.146484
	Iteration 50Q: 3 clusters Score -1397234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1397233.500000 Penalty: 3140.146484
	Iteration 51Q: 3 clusters Score -1397234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1397235.250000 Penalty: 3140.146484
	Iteration 52Q: 3 clusters Score -1397235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1397239.500000 Penalty: 3140.146484
	Iteration 53Q: 3 clusters Score -1397240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1397241.625000 Penalty: 3140.146484
	Iteration 54Q: 3 clusters Score -1397242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1397242.000000 Penalty: 3140.146484
	Iteration 55Q: 3 clusters Score -1397242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1397242.875000 Penalty: 3140.146484
	Iteration 56Q: 3 clusters Score -1397243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1397242.500000 Penalty: 3140.146484
	Iteration 57Q: 3 clusters Score -1397242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1397244.250000 Penalty: 3140.146484
	Iteration 58Q: 3 clusters Score -1397244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1397246.375000 Penalty: 3140.146484
	Iteration 59Q: 3 clusters Score -1397246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1397246.000000 Penalty: 3140.146484
	Iteration 60F: 3 clusters Score -1397246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Entering Unmasked Estep 
Score: -90868.210938 Penalty: 1165.019409
	Iteration 0F: 2 clusters Score -90868.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -89269.070312 Penalty: 2330.038818
	Iteration 0F: 3 clusters Score -89269.07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -89805.468750 Penalty: 2330.038818
	Iteration 1F: 3 clusters Score -89805.47 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -90065.960938 Penalty: 2330.038818
	Iteration 2F: 3 clusters Score -90065.96 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -90221.687500 Penalty: 2330.038818
	Iteration 3F: 3 clusters Score -90221.69 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -90315.085938 Penalty: 2330.038818
	Iteration 4F: 3 clusters Score -90315.09 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -90382.710938 Penalty: 2330.038818
	Iteration 5Q: 3 clusters Score -90382.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -90438.867188 Penalty: 2330.038818
	Iteration 6Q: 3 clusters Score -90438.87 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -90471.570312 Penalty: 2330.038818
	Iteration 7Q: 3 clusters Score -90471.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -90486.695312 Penalty: 2330.038818
	Iteration 8Q: 3 clusters Score -90486.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -90495.375000 Penalty: 2330.038818
	Iteration 9Q: 3 clusters Score -90495.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -90506.132812 Penalty: 2330.038818
	Iteration 10Q: 3 clusters Score -90506.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -90512.406250 Penalty: 2330.038818
	Iteration 11Q: 3 clusters Score -90512.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -90517.890625 Penalty: 2330.038818
	Iteration 12Q: 3 clusters Score -90517.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -90528.164062 Penalty: 2330.038818
	Iteration 13Q: 3 clusters Score -90528.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -90535.875000 Penalty: 2330.038818
	Iteration 14Q: 3 clusters Score -90535.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -90538.273438 Penalty: 2330.038818
	Iteration 15Q: 3 clusters Score -90538.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -90538.273438 Penalty: 2330.038818
	Iteration 16F: 3 clusters Score -90538.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Entering Unmasked Estep 
Score: -520354.625000 Penalty: 1409.806885
	Iteration 0F: 2 clusters Score -520354.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -515834.937500 Penalty: 2819.613770
	Iteration 0F: 3 clusters Score -515834.9 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -517218.812500 Penalty: 2819.613770
	Iteration 1F: 3 clusters Score -517218.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -517456.718750 Penalty: 2819.613770
	Iteration 2F: 3 clusters Score -517456.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -517674.531250 Penalty: 2819.613770
	Iteration 3F: 3 clusters Score -517674.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -517947.781250 Penalty: 2819.613770
	Iteration 4F: 3 clusters Score -517947.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -518294.468750 Penalty: 2819.613770
	Iteration 5F: 3 clusters Score -518294.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -518652.875000 Penalty: 2819.613770
	Iteration 6F: 3 clusters Score -518652.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -518976.968750 Penalty: 2819.613770
	Iteration 7F: 3 clusters Score -518977 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -519185.281250 Penalty: 2819.613770
	Iteration 8Q: 3 clusters Score -519185.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -519328.437500 Penalty: 2819.613770
	Iteration 9Q: 3 clusters Score -519328.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -519439.468750 Penalty: 2819.613770
	Iteration 10Q: 3 clusters Score -519439.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -519544.343750 Penalty: 2819.613770
	Iteration 11Q: 3 clusters Score -519544.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -519636.843750 Penalty: 2819.613770
	Iteration 12Q: 3 clusters Score -519636.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -519697.250000 Penalty: 2819.613770
	Iteration 13Q: 3 clusters Score -519697.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -519733.031250 Penalty: 2819.613770
	Iteration 14Q: 3 clusters Score -519733 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -519751.937500 Penalty: 2819.613770
	Iteration 15Q: 3 clusters Score -519751.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -519764.968750 Penalty: 2819.613770
	Iteration 16Q: 3 clusters Score -519765 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -519774.468750 Penalty: 2819.613770
	Iteration 17Q: 3 clusters Score -519774.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -519781.031250 Penalty: 2819.613770
	Iteration 18Q: 3 clusters Score -519781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -519785.000000 Penalty: 2819.613770
	Iteration 19Q: 3 clusters Score -519785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -519787.031250 Penalty: 2819.613770
	Iteration 20F: 3 clusters Score -519787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -519789.625000 Penalty: 2819.613770
	Iteration 21Q: 3 clusters Score -519789.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -519791.750000 Penalty: 2819.613770
	Iteration 22Q: 3 clusters Score -519791.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -519791.750000 Penalty: 2819.613770
	Iteration 23Q: 3 clusters Score -519791.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -519791.750000 Penalty: 2819.613770
	Iteration 24Q: 3 clusters Score -519791.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -519793.875000 Penalty: 2819.613770
	Iteration 25Q: 3 clusters Score -519793.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -519795.843750 Penalty: 2819.613770
	Iteration 26Q: 3 clusters Score -519795.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -519796.062500 Penalty: 2819.613770
	Iteration 27Q: 3 clusters Score -519796.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -519797.031250 Penalty: 2819.613770
	Iteration 28Q: 3 clusters Score -519797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -519797.562500 Penalty: 2819.613770
	Iteration 29Q: 3 clusters Score -519797.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -519798.125000 Penalty: 2819.613770
	Iteration 30Q: 3 clusters Score -519798.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -519798.968750 Penalty: 2819.613770
	Iteration 31Q: 3 clusters Score -519799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -519799.000000 Penalty: 2819.613770
	Iteration 32Q: 3 clusters Score -519799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -519799.906250 Penalty: 2819.613770
	Iteration 33Q: 3 clusters Score -519799.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -519800.343750 Penalty: 2819.613770
	Iteration 34Q: 3 clusters Score -519800.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -519800.156250 Penalty: 2819.613770
	Iteration 35Q: 3 clusters Score -519800.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -519800.750000 Penalty: 2819.613770
	Iteration 36Q: 3 clusters Score -519800.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -519800.781250 Penalty: 2819.613770
	Iteration 37Q: 3 clusters Score -519800.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -519800.781250 Penalty: 2819.613770
	Iteration 38F: 3 clusters Score -519800.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Entering Unmasked Estep 
Score: -130642.234375 Penalty: 1194.458862
	Iteration 0F: 2 clusters Score -130642.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -128867.320312 Penalty: 2388.917725
	Iteration 0F: 3 clusters Score -128867.3 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -129287.671875 Penalty: 2388.917725
	Iteration 1F: 3 clusters Score -129287.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -129463.820312 Penalty: 2388.917725
	Iteration 2F: 3 clusters Score -129463.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -129581.968750 Penalty: 2388.917725
	Iteration 3F: 3 clusters Score -129582 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -129691.453125 Penalty: 2388.917725
	Iteration 4F: 3 clusters Score -129691.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -129803.390625 Penalty: 2388.917725
	Iteration 5F: 3 clusters Score -129803.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -129960.296875 Penalty: 2388.917725
	Iteration 6Q: 3 clusters Score -129960.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -130237.687500 Penalty: 2388.917725
	Iteration 7F: 3 clusters Score -130237.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -130666.453125 Penalty: 2388.917725
	Iteration 8F: 3 clusters Score -130666.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -130908.250000 Penalty: 2388.917725
	Iteration 9Q: 3 clusters Score -130908.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -131054.804688 Penalty: 2388.917725
	Iteration 10Q: 3 clusters Score -131054.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -131087.953125 Penalty: 2388.917725
	Iteration 11Q: 3 clusters Score -131088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -131094.531250 Penalty: 2388.917725
	Iteration 12Q: 3 clusters Score -131094.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -131096.140625 Penalty: 2388.917725
	Iteration 13Q: 3 clusters Score -131096.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -131097.640625 Penalty: 2388.917725
	Iteration 14Q: 3 clusters Score -131097.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -131097.640625 Penalty: 2388.917725
	Iteration 15F: 3 clusters Score -131097.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60085 members 
Mstep: Class 2 contains 20801 members 
Mstep: Class 3 contains 3056 members 
Mstep: Class 4 contains 18356 members 
Mstep: Class 5 contains 22461 members 
Mstep: Class 6 contains 51417 members 
Mstep: Class 7 contains 7341 members 
Mstep: Class 8 contains 63043 members 
Mstep: Class 9 contains 8943 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 11 contains 8868 members 
Mstep: Class 12 contains 12897 members 
Mstep: Class 13 contains 122611 members 
Mstep: Class 14 contains 56027 members 
Mstep: Class 15 contains 127405 members 
Mstep: Class 16 contains 42107 members 
Mstep: Class 17 contains 1443 members 
Mstep: Class 18 contains 10450 members 
Mstep: Class 19 contains 10015 members 
Mstep: Class 20 contains 1629 members 
Mstep: Class 21 contains 1952 members 
Mstep: Class 22 contains 1176 members 
Mstep: Class 23 contains 3219 members 
Mstep: Class 24 contains 1822 members 
Mstep: Class 25 contains 2705 members 
Mstep: Class 26 contains 2936 members 
Mstep: Class 27 contains 1422 members 
Mstep: Class 28 contains 123567 members 
Mstep: Class 29 contains 15709 members 
Mstep: Class 30 contains 1299 members 
Mstep: Class 31 contains 5859 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 3267 members 
Mstep: Class 34 contains 1265 members 
Mstep: Class 35 contains 5576 members 
Mstep: Class 36 contains 3768 members 
Mstep: Class 37 contains 2167 members 
Mstep: Class 38 contains 1718 members 
Mstep: Class 39 contains 731 members 
Mstep: Class 40 contains 2587 members 
Mstep: Class 41 contains 731 members 
Mstep: Class 42 contains 118007 members 
Mstep: Class 43 contains 2629 members 
Mstep: Class 44 contains 2698 members 
Mstep: Class 45 contains 729 members 
Entering Unmasked Estep 
Score: -84438744.000000 Penalty: 100714.671875
Splitting cluster 32 changes total score from -84438976.000000 to -84438744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (3267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Entering Unmasked Estep 
Score: -283105.875000 Penalty: 1314.889404
	Iteration 0F: 2 clusters Score -283105.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -280197.218750 Penalty: 2629.778809
	Iteration 0F: 3 clusters Score -280197.2 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -281127.812500 Penalty: 2629.778809
	Iteration 1F: 3 clusters Score -281127.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -281604.000000 Penalty: 2629.778809
	Iteration 2F: 3 clusters Score -281604 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -282078.687500 Penalty: 2629.778809
	Iteration 3F: 3 clusters Score -282078.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -282373.093750 Penalty: 2629.778809
	Iteration 4F: 3 clusters Score -282373.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -282583.281250 Penalty: 2629.778809
	Iteration 5F: 3 clusters Score -282583.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -282750.531250 Penalty: 2629.778809
	Iteration 6Q: 3 clusters Score -282750.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -282923.843750 Penalty: 2629.778809
	Iteration 7Q: 3 clusters Score -282923.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -283044.531250 Penalty: 2629.778809
	Iteration 8Q: 3 clusters Score -283044.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -283122.250000 Penalty: 2629.778809
	Iteration 9Q: 3 clusters Score -283122.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -283194.281250 Penalty: 2629.778809
	Iteration 10Q: 3 clusters Score -283194.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -283240.531250 Penalty: 2629.778809
	Iteration 11Q: 3 clusters Score -283240.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -283266.093750 Penalty: 2629.778809
	Iteration 12Q: 3 clusters Score -283266.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -283289.093750 Penalty: 2629.778809
	Iteration 13Q: 3 clusters Score -283289.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -283303.250000 Penalty: 2629.778809
	Iteration 14Q: 3 clusters Score -283303.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -283309.656250 Penalty: 2629.778809
	Iteration 15Q: 3 clusters Score -283309.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -283316.156250 Penalty: 2629.778809
	Iteration 16Q: 3 clusters Score -283316.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -283319.750000 Penalty: 2629.778809
	Iteration 17Q: 3 clusters Score -283319.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -283321.718750 Penalty: 2629.778809
	Iteration 18Q: 3 clusters Score -283321.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -283322.968750 Penalty: 2629.778809
	Iteration 19Q: 3 clusters Score -283323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -283324.750000 Penalty: 2629.778809
	Iteration 20F: 3 clusters Score -283324.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -283324.312500 Penalty: 2629.778809
	Iteration 21Q: 3 clusters Score -283324.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -283325.906250 Penalty: 2629.778809
	Iteration 22Q: 3 clusters Score -283325.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -283328.000000 Penalty: 2629.778809
	Iteration 23Q: 3 clusters Score -283328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -283332.562500 Penalty: 2629.778809
	Iteration 24Q: 3 clusters Score -283332.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -283333.125000 Penalty: 2629.778809
	Iteration 25Q: 3 clusters Score -283333.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -283333.312500 Penalty: 2629.778809
	Iteration 26Q: 3 clusters Score -283333.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -283333.312500 Penalty: 2629.778809
	Iteration 27F: 3 clusters Score -283333.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60085 members 
Mstep: Class 2 contains 20801 members 
Mstep: Class 3 contains 3056 members 
Mstep: Class 4 contains 18356 members 
Mstep: Class 5 contains 22461 members 
Mstep: Class 6 contains 51417 members 
Mstep: Class 7 contains 7341 members 
Mstep: Class 8 contains 63043 members 
Mstep: Class 9 contains 8943 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 11 contains 8868 members 
Mstep: Class 12 contains 12897 members 
Mstep: Class 13 contains 122611 members 
Mstep: Class 14 contains 56027 members 
Mstep: Class 15 contains 127405 members 
Mstep: Class 16 contains 42107 members 
Mstep: Class 17 contains 1443 members 
Mstep: Class 18 contains 10450 members 
Mstep: Class 19 contains 10015 members 
Mstep: Class 20 contains 1629 members 
Mstep: Class 21 contains 1952 members 
Mstep: Class 22 contains 1176 members 
Mstep: Class 23 contains 3219 members 
Mstep: Class 24 contains 1822 members 
Mstep: Class 25 contains 2705 members 
Mstep: Class 26 contains 2936 members 
Mstep: Class 27 contains 1422 members 
Mstep: Class 28 contains 123567 members 
Mstep: Class 29 contains 15709 members 
Mstep: Class 30 contains 1299 members 
Mstep: Class 31 contains 5859 members 
Mstep: Class 32 contains 1557 members 
Mstep: Class 33 contains 2355 members 
Mstep: Class 34 contains 1265 members 
Mstep: Class 35 contains 5576 members 
Mstep: Class 36 contains 3768 members 
Mstep: Class 37 contains 2167 members 
Mstep: Class 38 contains 1718 members 
Mstep: Class 39 contains 731 members 
Mstep: Class 40 contains 2587 members 
Mstep: Class 41 contains 731 members 
Mstep: Class 42 contains 118007 members 
Mstep: Class 43 contains 2629 members 
Mstep: Class 44 contains 2698 members 
Mstep: Class 45 contains 912 members 
Entering Unmasked Estep 
Score: -84438528.000000 Penalty: 100714.671875
Splitting cluster 33 changes total score from -84438976.000000 to -84438528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (1265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Entering Unmasked Estep 
Score: -108017.406250 Penalty: 1160.709473
	Iteration 0F: 2 clusters Score -108017.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -106419.867188 Penalty: 2321.418945
	Iteration 0F: 3 clusters Score -106419.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -106741.953125 Penalty: 2321.418945
	Iteration 1F: 3 clusters Score -106742 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -106872.335938 Penalty: 2321.418945
	Iteration 2F: 3 clusters Score -106872.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -106968.601562 Penalty: 2321.418945
	Iteration 3F: 3 clusters Score -106968.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -107053.773438 Penalty: 2321.418945
	Iteration 4Q: 3 clusters Score -107053.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -107124.265625 Penalty: 2321.418945
	Iteration 5Q: 3 clusters Score -107124.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -107183.203125 Penalty: 2321.418945
	Iteration 6Q: 3 clusters Score -107183.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -107207.093750 Penalty: 2321.418945
	Iteration 7Q: 3 clusters Score -107207.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -107219.781250 Penalty: 2321.418945
	Iteration 8Q: 3 clusters Score -107219.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -107226.851562 Penalty: 2321.418945
	Iteration 9Q: 3 clusters Score -107226.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -107235.765625 Penalty: 2321.418945
	Iteration 10Q: 3 clusters Score -107235.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -107243.007812 Penalty: 2321.418945
	Iteration 11Q: 3 clusters Score -107243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -107250.242188 Penalty: 2321.418945
	Iteration 12Q: 3 clusters Score -107250.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -107255.984375 Penalty: 2321.418945
	Iteration 13Q: 3 clusters Score -107256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -107260.210938 Penalty: 2321.418945
	Iteration 14Q: 3 clusters Score -107260.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -107263.273438 Penalty: 2321.418945
	Iteration 15Q: 3 clusters Score -107263.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -107266.031250 Penalty: 2321.418945
	Iteration 16Q: 3 clusters Score -107266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -107267.500000 Penalty: 2321.418945
	Iteration 17Q: 3 clusters Score -107267.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -107268.359375 Penalty: 2321.418945
	Iteration 18Q: 3 clusters Score -107268.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -107268.703125 Penalty: 2321.418945
	Iteration 19Q: 3 clusters Score -107268.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -107268.703125 Penalty: 2321.418945
	Iteration 20F: 3 clusters Score -107268.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Entering Unmasked Estep 
Score: -498453.937500 Penalty: 1401.761963
	Iteration 0F: 2 clusters Score -498453.9 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 2804 members 
Entering Unmasked Estep 
Score: -494119.937500 Penalty: 2803.523926
	Iteration 0F: 3 clusters Score -494119.9 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -495400.593750 Penalty: 2803.523926
	Iteration 1F: 3 clusters Score -495400.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -495649.875000 Penalty: 2803.523926
	Iteration 2F: 3 clusters Score -495649.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -495899.968750 Penalty: 2803.523926
	Iteration 3F: 3 clusters Score -495900 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -496184.937500 Penalty: 2803.523926
	Iteration 4F: 3 clusters Score -496184.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -496443.781250 Penalty: 2803.523926
	Iteration 5F: 3 clusters Score -496443.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -496683.218750 Penalty: 2803.523926
	Iteration 6F: 3 clusters Score -496683.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -496898.656250 Penalty: 2803.523926
	Iteration 7Q: 3 clusters Score -496898.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -497041.593750 Penalty: 2803.523926
	Iteration 8Q: 3 clusters Score -497041.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -497150.437500 Penalty: 2803.523926
	Iteration 9Q: 3 clusters Score -497150.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -497268.531250 Penalty: 2803.523926
	Iteration 10Q: 3 clusters Score -497268.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -497332.468750 Penalty: 2803.523926
	Iteration 11Q: 3 clusters Score -497332.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -497372.312500 Penalty: 2803.523926
	Iteration 12Q: 3 clusters Score -497372.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -497401.875000 Penalty: 2803.523926
	Iteration 13Q: 3 clusters Score -497401.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -497418.500000 Penalty: 2803.523926
	Iteration 14Q: 3 clusters Score -497418.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -497431.500000 Penalty: 2803.523926
	Iteration 15Q: 3 clusters Score -497431.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -497435.781250 Penalty: 2803.523926
	Iteration 16Q: 3 clusters Score -497435.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -497439.343750 Penalty: 2803.523926
	Iteration 17Q: 3 clusters Score -497439.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -497441.687500 Penalty: 2803.523926
	Iteration 18Q: 3 clusters Score -497441.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -497442.812500 Penalty: 2803.523926
	Iteration 19Q: 3 clusters Score -497442.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -497442.906250 Penalty: 2803.523926
	Iteration 20F: 3 clusters Score -497442.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -497443.625000 Penalty: 2803.523926
	Iteration 21Q: 3 clusters Score -497443.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -497443.625000 Penalty: 2803.523926
	Iteration 22F: 3 clusters Score -497443.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Entering Unmasked Estep 
Score: -295710.187500 Penalty: 1338.073730
	Iteration 0F: 2 clusters Score -295710.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -292541.312500 Penalty: 2676.147461
	Iteration 0F: 3 clusters Score -292541.3 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -293476.750000 Penalty: 2676.147461
	Iteration 1F: 3 clusters Score -293476.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -293672.781250 Penalty: 2676.147461
	Iteration 2F: 3 clusters Score -293672.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -293786.656250 Penalty: 2676.147461
	Iteration 3F: 3 clusters Score -293786.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -293891.843750 Penalty: 2676.147461
	Iteration 4Q: 3 clusters Score -293891.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -293982.906250 Penalty: 2676.147461
	Iteration 5Q: 3 clusters Score -293982.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -294058.750000 Penalty: 2676.147461
	Iteration 6Q: 3 clusters Score -294058.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -294127.156250 Penalty: 2676.147461
	Iteration 7Q: 3 clusters Score -294127.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -294188.750000 Penalty: 2676.147461
	Iteration 8Q: 3 clusters Score -294188.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -294233.500000 Penalty: 2676.147461
	Iteration 9Q: 3 clusters Score -294233.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -294295.812500 Penalty: 2676.147461
	Iteration 10Q: 3 clusters Score -294295.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -294347.781250 Penalty: 2676.147461
	Iteration 11Q: 3 clusters Score -294347.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -294396.125000 Penalty: 2676.147461
	Iteration 12Q: 3 clusters Score -294396.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -294444.062500 Penalty: 2676.147461
	Iteration 13Q: 3 clusters Score -294444.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -294491.406250 Penalty: 2676.147461
	Iteration 14Q: 3 clusters Score -294491.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -294544.843750 Penalty: 2676.147461
	Iteration 15Q: 3 clusters Score -294544.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -294589.625000 Penalty: 2676.147461
	Iteration 16Q: 3 clusters Score -294589.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -294639.687500 Penalty: 2676.147461
	Iteration 17Q: 3 clusters Score -294639.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -294685.750000 Penalty: 2676.147461
	Iteration 18Q: 3 clusters Score -294685.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -294710.468750 Penalty: 2676.147461
	Iteration 19Q: 3 clusters Score -294710.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -294724.468750 Penalty: 2676.147461
	Iteration 20F: 3 clusters Score -294724.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -294737.750000 Penalty: 2676.147461
	Iteration 21Q: 3 clusters Score -294737.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -294747.750000 Penalty: 2676.147461
	Iteration 22Q: 3 clusters Score -294747.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -294754.312500 Penalty: 2676.147461
	Iteration 23Q: 3 clusters Score -294754.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -294758.437500 Penalty: 2676.147461
	Iteration 24Q: 3 clusters Score -294758.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -294763.593750 Penalty: 2676.147461
	Iteration 25Q: 3 clusters Score -294763.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -294768.375000 Penalty: 2676.147461
	Iteration 26Q: 3 clusters Score -294768.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -294773.593750 Penalty: 2676.147461
	Iteration 27Q: 3 clusters Score -294773.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -294776.062500 Penalty: 2676.147461
	Iteration 28Q: 3 clusters Score -294776.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -294778.093750 Penalty: 2676.147461
	Iteration 29Q: 3 clusters Score -294778.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -294779.125000 Penalty: 2676.147461
	Iteration 30Q: 3 clusters Score -294779.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -294779.906250 Penalty: 2676.147461
	Iteration 31Q: 3 clusters Score -294779.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -294780.437500 Penalty: 2676.147461
	Iteration 32Q: 3 clusters Score -294780.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -294780.625000 Penalty: 2676.147461
	Iteration 33Q: 3 clusters Score -294780.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -294781.281250 Penalty: 2676.147461
	Iteration 34Q: 3 clusters Score -294781.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -294781.875000 Penalty: 2676.147461
	Iteration 35Q: 3 clusters Score -294781.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -294781.875000 Penalty: 2676.147461
	Iteration 36Q: 3 clusters Score -294781.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -294781.875000 Penalty: 2676.147461
	Iteration 37F: 3 clusters Score -294781.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Entering Unmasked Estep 
Score: -190753.546875 Penalty: 1248.178589
	Iteration 0F: 2 clusters Score -190753.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -188574.953125 Penalty: 2496.357178
	Iteration 0F: 3 clusters Score -188575 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -189137.406250 Penalty: 2496.357178
	Iteration 1F: 3 clusters Score -189137.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -189421.062500 Penalty: 2496.357178
	Iteration 2F: 3 clusters Score -189421.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -189702.421875 Penalty: 2496.357178
	Iteration 3F: 3 clusters Score -189702.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -189959.359375 Penalty: 2496.357178
	Iteration 4F: 3 clusters Score -189959.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -190130.890625 Penalty: 2496.357178
	Iteration 5F: 3 clusters Score -190130.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -190221.218750 Penalty: 2496.357178
	Iteration 6Q: 3 clusters Score -190221.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -190278.203125 Penalty: 2496.357178
	Iteration 7Q: 3 clusters Score -190278.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -190318.718750 Penalty: 2496.357178
	Iteration 8Q: 3 clusters Score -190318.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -190337.781250 Penalty: 2496.357178
	Iteration 9Q: 3 clusters Score -190337.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -190357.375000 Penalty: 2496.357178
	Iteration 10Q: 3 clusters Score -190357.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -190379.265625 Penalty: 2496.357178
	Iteration 11Q: 3 clusters Score -190379.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -190399.234375 Penalty: 2496.357178
	Iteration 12Q: 3 clusters Score -190399.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -190413.531250 Penalty: 2496.357178
	Iteration 13Q: 3 clusters Score -190413.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -190431.718750 Penalty: 2496.357178
	Iteration 14Q: 3 clusters Score -190431.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -190441.578125 Penalty: 2496.357178
	Iteration 15Q: 3 clusters Score -190441.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -190449.328125 Penalty: 2496.357178
	Iteration 16Q: 3 clusters Score -190449.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -190452.046875 Penalty: 2496.357178
	Iteration 17Q: 3 clusters Score -190452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -190452.046875 Penalty: 2496.357178
	Iteration 18F: 3 clusters Score -190452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Entering Unmasked Estep 
Score: -153243.718750 Penalty: 1210.448853
	Iteration 0F: 2 clusters Score -153243.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -151331.593750 Penalty: 2420.897705
	Iteration 0F: 3 clusters Score -151331.6 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -151768.281250 Penalty: 2420.897705
	Iteration 1F: 3 clusters Score -151768.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -151880.687500 Penalty: 2420.897705
	Iteration 2F: 3 clusters Score -151880.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -151951.421875 Penalty: 2420.897705
	Iteration 3Q: 3 clusters Score -151951.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -152007.625000 Penalty: 2420.897705
	Iteration 4Q: 3 clusters Score -152007.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -152045.000000 Penalty: 2420.897705
	Iteration 5Q: 3 clusters Score -152045 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -152075.015625 Penalty: 2420.897705
	Iteration 6Q: 3 clusters Score -152075 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -152097.343750 Penalty: 2420.897705
	Iteration 7Q: 3 clusters Score -152097.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -152120.328125 Penalty: 2420.897705
	Iteration 8Q: 3 clusters Score -152120.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -152140.265625 Penalty: 2420.897705
	Iteration 9Q: 3 clusters Score -152140.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -152161.265625 Penalty: 2420.897705
	Iteration 10Q: 3 clusters Score -152161.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -152184.328125 Penalty: 2420.897705
	Iteration 11Q: 3 clusters Score -152184.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -152209.281250 Penalty: 2420.897705
	Iteration 12Q: 3 clusters Score -152209.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -152235.671875 Penalty: 2420.897705
	Iteration 13Q: 3 clusters Score -152235.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -152258.265625 Penalty: 2420.897705
	Iteration 14Q: 3 clusters Score -152258.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -152280.734375 Penalty: 2420.897705
	Iteration 15Q: 3 clusters Score -152280.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -152295.843750 Penalty: 2420.897705
	Iteration 16Q: 3 clusters Score -152295.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -152309.296875 Penalty: 2420.897705
	Iteration 17Q: 3 clusters Score -152309.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -152319.671875 Penalty: 2420.897705
	Iteration 18Q: 3 clusters Score -152319.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -152330.906250 Penalty: 2420.897705
	Iteration 19Q: 3 clusters Score -152330.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -152341.796875 Penalty: 2420.897705
	Iteration 20F: 3 clusters Score -152341.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -152350.750000 Penalty: 2420.897705
	Iteration 21Q: 3 clusters Score -152350.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -152355.765625 Penalty: 2420.897705
	Iteration 22Q: 3 clusters Score -152355.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -152357.640625 Penalty: 2420.897705
	Iteration 23Q: 3 clusters Score -152357.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -152359.015625 Penalty: 2420.897705
	Iteration 24Q: 3 clusters Score -152359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -152359.546875 Penalty: 2420.897705
	Iteration 25Q: 3 clusters Score -152359.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -152360.359375 Penalty: 2420.897705
	Iteration 26Q: 3 clusters Score -152360.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -152361.718750 Penalty: 2420.897705
	Iteration 27Q: 3 clusters Score -152361.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -152361.718750 Penalty: 2420.897705
	Iteration 28F: 3 clusters Score -152361.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -60242.070312 Penalty: 1071.592163
	Iteration 0F: 2 clusters Score -60242.07 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 376 members 
Entering Unmasked Estep 
Score: -59004.031250 Penalty: 2143.184326
	Iteration 0F: 3 clusters Score -59004.03 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -59231.953125 Penalty: 2143.184326
	Iteration 1F: 3 clusters Score -59231.95 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -59313.632812 Penalty: 2143.184326
	Iteration 2F: 3 clusters Score -59313.63 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -59359.500000 Penalty: 2143.184326
	Iteration 3Q: 3 clusters Score -59359.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -59378.433594 Penalty: 2143.184326
	Iteration 4Q: 3 clusters Score -59378.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -59399.261719 Penalty: 2143.184326
	Iteration 5Q: 3 clusters Score -59399.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59412.500000 Penalty: 2143.184326
	Iteration 6Q: 3 clusters Score -59412.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -59418.093750 Penalty: 2143.184326
	Iteration 7Q: 3 clusters Score -59418.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -59425.625000 Penalty: 2143.184326
	Iteration 8Q: 3 clusters Score -59425.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -59432.921875 Penalty: 2143.184326
	Iteration 9Q: 3 clusters Score -59432.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -59441.585938 Penalty: 2143.184326
	Iteration 10Q: 3 clusters Score -59441.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -59444.582031 Penalty: 2143.184326
	Iteration 11Q: 3 clusters Score -59444.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -59445.070312 Penalty: 2143.184326
	Iteration 12Q: 3 clusters Score -59445.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -59446.144531 Penalty: 2143.184326
	Iteration 13Q: 3 clusters Score -59446.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -59449.851562 Penalty: 2143.184326
	Iteration 14Q: 3 clusters Score -59449.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -59453.300781 Penalty: 2143.184326
	Iteration 15Q: 3 clusters Score -59453.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -59454.609375 Penalty: 2143.184326
	Iteration 16Q: 3 clusters Score -59454.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -59457.601562 Penalty: 2143.184326
	Iteration 17Q: 3 clusters Score -59457.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -59459.199219 Penalty: 2143.184326
	Iteration 18Q: 3 clusters Score -59459.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -59461.367188 Penalty: 2143.184326
	Iteration 19Q: 3 clusters Score -59461.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -59462.593750 Penalty: 2143.184326
	Iteration 20F: 3 clusters Score -59462.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -59469.109375 Penalty: 2143.184326
	Iteration 21Q: 3 clusters Score -59469.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -59473.042969 Penalty: 2143.184326
	Iteration 22Q: 3 clusters Score -59473.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -59478.335938 Penalty: 2143.184326
	Iteration 23Q: 3 clusters Score -59478.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -59489.679688 Penalty: 2143.184326
	Iteration 24Q: 3 clusters Score -59489.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -59492.156250 Penalty: 2143.184326
	Iteration 25Q: 3 clusters Score -59492.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -59494.828125 Penalty: 2143.184326
	Iteration 26Q: 3 clusters Score -59494.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -59496.656250 Penalty: 2143.184326
	Iteration 27Q: 3 clusters Score -59496.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -59498.160156 Penalty: 2143.184326
	Iteration 28Q: 3 clusters Score -59498.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -59502.128906 Penalty: 2143.184326
	Iteration 29Q: 3 clusters Score -59502.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -59514.191406 Penalty: 2143.184326
	Iteration 30Q: 3 clusters Score -59514.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -59519.746094 Penalty: 2143.184326
	Iteration 31Q: 3 clusters Score -59519.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59520.613281 Penalty: 2143.184326
	Iteration 32Q: 3 clusters Score -59520.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -59522.093750 Penalty: 2143.184326
	Iteration 33Q: 3 clusters Score -59522.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59523.105469 Penalty: 2143.184326
	Iteration 34Q: 3 clusters Score -59523.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -59523.726562 Penalty: 2143.184326
	Iteration 35Q: 3 clusters Score -59523.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -59523.726562 Penalty: 2143.184326
	Iteration 36F: 3 clusters Score -59523.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Entering Unmasked Estep 
Score: -241100.531250 Penalty: 1276.966309
	Iteration 0F: 2 clusters Score -241100.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -238634.734375 Penalty: 2553.932617
	Iteration 0F: 3 clusters Score -238634.7 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -239185.796875 Penalty: 2553.932617
	Iteration 1F: 3 clusters Score -239185.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -239293.218750 Penalty: 2553.932617
	Iteration 2F: 3 clusters Score -239293.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -239345.531250 Penalty: 2553.932617
	Iteration 3Q: 3 clusters Score -239345.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -239385.875000 Penalty: 2553.932617
	Iteration 4Q: 3 clusters Score -239385.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -239418.546875 Penalty: 2553.932617
	Iteration 5Q: 3 clusters Score -239418.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -239446.921875 Penalty: 2553.932617
	Iteration 6Q: 3 clusters Score -239446.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -239471.906250 Penalty: 2553.932617
	Iteration 7Q: 3 clusters Score -239471.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -239498.562500 Penalty: 2553.932617
	Iteration 8Q: 3 clusters Score -239498.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -239529.625000 Penalty: 2553.932617
	Iteration 9Q: 3 clusters Score -239529.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -239565.328125 Penalty: 2553.932617
	Iteration 10Q: 3 clusters Score -239565.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -239591.500000 Penalty: 2553.932617
	Iteration 11Q: 3 clusters Score -239591.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -239613.171875 Penalty: 2553.932617
	Iteration 12Q: 3 clusters Score -239613.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -239642.031250 Penalty: 2553.932617
	Iteration 13Q: 3 clusters Score -239642 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -239662.828125 Penalty: 2553.932617
	Iteration 14Q: 3 clusters Score -239662.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -239679.031250 Penalty: 2553.932617
	Iteration 15Q: 3 clusters Score -239679 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -239692.062500 Penalty: 2553.932617
	Iteration 16Q: 3 clusters Score -239692.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -239706.046875 Penalty: 2553.932617
	Iteration 17Q: 3 clusters Score -239706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -239717.250000 Penalty: 2553.932617
	Iteration 18Q: 3 clusters Score -239717.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -239729.437500 Penalty: 2553.932617
	Iteration 19Q: 3 clusters Score -239729.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -239742.953125 Penalty: 2553.932617
	Iteration 20F: 3 clusters Score -239743 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -239762.984375 Penalty: 2553.932617
	Iteration 21Q: 3 clusters Score -239763 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -239779.046875 Penalty: 2553.932617
	Iteration 22Q: 3 clusters Score -239779 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -239794.703125 Penalty: 2553.932617
	Iteration 23Q: 3 clusters Score -239794.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -239810.656250 Penalty: 2553.932617
	Iteration 24Q: 3 clusters Score -239810.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -239832.093750 Penalty: 2553.932617
	Iteration 25Q: 3 clusters Score -239832.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -239854.656250 Penalty: 2553.932617
	Iteration 26Q: 3 clusters Score -239854.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -239879.125000 Penalty: 2553.932617
	Iteration 27Q: 3 clusters Score -239879.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -239896.031250 Penalty: 2553.932617
	Iteration 28Q: 3 clusters Score -239896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -239907.781250 Penalty: 2553.932617
	Iteration 29Q: 3 clusters Score -239907.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -239918.109375 Penalty: 2553.932617
	Iteration 30Q: 3 clusters Score -239918.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -239922.343750 Penalty: 2553.932617
	Iteration 31Q: 3 clusters Score -239922.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -239926.906250 Penalty: 2553.932617
	Iteration 32Q: 3 clusters Score -239926.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -239929.531250 Penalty: 2553.932617
	Iteration 33Q: 3 clusters Score -239929.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -239932.031250 Penalty: 2553.932617
	Iteration 34Q: 3 clusters Score -239932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -239934.843750 Penalty: 2553.932617
	Iteration 35Q: 3 clusters Score -239934.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -239938.875000 Penalty: 2553.932617
	Iteration 36Q: 3 clusters Score -239938.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -239942.406250 Penalty: 2553.932617
	Iteration 37Q: 3 clusters Score -239942.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -239949.687500 Penalty: 2553.932617
	Iteration 38Q: 3 clusters Score -239949.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -239957.781250 Penalty: 2553.932617
	Iteration 39Q: 3 clusters Score -239957.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -239961.625000 Penalty: 2553.932617
	Iteration 40F: 3 clusters Score -239961.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -239965.031250 Penalty: 2553.932617
	Iteration 41Q: 3 clusters Score -239965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -239968.265625 Penalty: 2553.932617
	Iteration 42Q: 3 clusters Score -239968.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -239970.437500 Penalty: 2553.932617
	Iteration 43Q: 3 clusters Score -239970.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -239973.281250 Penalty: 2553.932617
	Iteration 44Q: 3 clusters Score -239973.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -239977.468750 Penalty: 2553.932617
	Iteration 45Q: 3 clusters Score -239977.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -239981.453125 Penalty: 2553.932617
	Iteration 46Q: 3 clusters Score -239981.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -239985.312500 Penalty: 2553.932617
	Iteration 47Q: 3 clusters Score -239985.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -239988.734375 Penalty: 2553.932617
	Iteration 48Q: 3 clusters Score -239988.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -239990.921875 Penalty: 2553.932617
	Iteration 49Q: 3 clusters Score -239990.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -239992.468750 Penalty: 2553.932617
	Iteration 50Q: 3 clusters Score -239992.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -239993.156250 Penalty: 2553.932617
	Iteration 51Q: 3 clusters Score -239993.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -239993.843750 Penalty: 2553.932617
	Iteration 52Q: 3 clusters Score -239993.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -239993.843750 Penalty: 2553.932617
	Iteration 53F: 3 clusters Score -239993.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -53362.843750 Penalty: 1071.592163
	Iteration 0F: 2 clusters Score -53362.84 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 375 members 
Entering Unmasked Estep 
Score: -52126.847656 Penalty: 2143.184326
	Iteration 0F: 3 clusters Score -52126.85 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -52357.937500 Penalty: 2143.184326
	Iteration 1F: 3 clusters Score -52357.94 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -52466.910156 Penalty: 2143.184326
	Iteration 2F: 3 clusters Score -52466.91 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -52567.390625 Penalty: 2143.184326
	Iteration 3F: 3 clusters Score -52567.39 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -52658.617188 Penalty: 2143.184326
	Iteration 4Q: 3 clusters Score -52658.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -52734.851562 Penalty: 2143.184326
	Iteration 5Q: 3 clusters Score -52734.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -52815.160156 Penalty: 2143.184326
	Iteration 6Q: 3 clusters Score -52815.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -52862.132812 Penalty: 2143.184326
	Iteration 7Q: 3 clusters Score -52862.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -52904.742188 Penalty: 2143.184326
	Iteration 8Q: 3 clusters Score -52904.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -52927.453125 Penalty: 2143.184326
	Iteration 9Q: 3 clusters Score -52927.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -52954.160156 Penalty: 2143.184326
	Iteration 10Q: 3 clusters Score -52954.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -52978.902344 Penalty: 2143.184326
	Iteration 11Q: 3 clusters Score -52978.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -53001.089844 Penalty: 2143.184326
	Iteration 12Q: 3 clusters Score -53001.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -53019.007812 Penalty: 2143.184326
	Iteration 13Q: 3 clusters Score -53019.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -53035.152344 Penalty: 2143.184326
	Iteration 14Q: 3 clusters Score -53035.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -53076.410156 Penalty: 2143.184326
	Iteration 15Q: 3 clusters Score -53076.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -53087.750000 Penalty: 2143.184326
	Iteration 16Q: 3 clusters Score -53087.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -53089.230469 Penalty: 2143.184326
	Iteration 17Q: 3 clusters Score -53089.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -53091.011719 Penalty: 2143.184326
	Iteration 18Q: 3 clusters Score -53091.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -53091.917969 Penalty: 2143.184326
	Iteration 19Q: 3 clusters Score -53091.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -53092.671875 Penalty: 2143.184326
	Iteration 20F: 3 clusters Score -53092.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -53095.011719 Penalty: 2143.184326
	Iteration 21Q: 3 clusters Score -53095.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -53106.769531 Penalty: 2143.184326
	Iteration 22Q: 3 clusters Score -53106.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -53130.589844 Penalty: 2143.184326
	Iteration 23Q: 3 clusters Score -53130.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -53140.859375 Penalty: 2143.184326
	Iteration 24Q: 3 clusters Score -53140.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -53152.289062 Penalty: 2143.184326
	Iteration 25Q: 3 clusters Score -53152.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -53154.343750 Penalty: 2143.184326
	Iteration 26Q: 3 clusters Score -53154.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -53154.343750 Penalty: 2143.184326
	Iteration 27F: 3 clusters Score -53154.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60085 members 
Mstep: Class 2 contains 20801 members 
Mstep: Class 3 contains 3056 members 
Mstep: Class 4 contains 18356 members 
Mstep: Class 5 contains 22461 members 
Mstep: Class 6 contains 51417 members 
Mstep: Class 7 contains 7341 members 
Mstep: Class 8 contains 63043 members 
Mstep: Class 9 contains 8943 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 11 contains 8868 members 
Mstep: Class 12 contains 12897 members 
Mstep: Class 13 contains 122611 members 
Mstep: Class 14 contains 56027 members 
Mstep: Class 15 contains 127405 members 
Mstep: Class 16 contains 42107 members 
Mstep: Class 17 contains 1443 members 
Mstep: Class 18 contains 10450 members 
Mstep: Class 19 contains 10015 members 
Mstep: Class 20 contains 1629 members 
Mstep: Class 21 contains 1952 members 
Mstep: Class 22 contains 1176 members 
Mstep: Class 23 contains 3219 members 
Mstep: Class 24 contains 1822 members 
Mstep: Class 25 contains 2705 members 
Mstep: Class 26 contains 2936 members 
Mstep: Class 27 contains 1422 members 
Mstep: Class 28 contains 123567 members 
Mstep: Class 29 contains 15709 members 
Mstep: Class 30 contains 1299 members 
Mstep: Class 31 contains 5859 members 
Mstep: Class 32 contains 1557 members 
Mstep: Class 33 contains 3267 members 
Mstep: Class 34 contains 1265 members 
Mstep: Class 35 contains 5576 members 
Mstep: Class 36 contains 3768 members 
Mstep: Class 37 contains 2167 members 
Mstep: Class 38 contains 1718 members 
Mstep: Class 39 contains 731 members 
Mstep: Class 40 contains 2587 members 
Mstep: Class 41 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84440856.000000 Penalty: 98476.570312
Iteration 119Q: 45 clusters Score -8.444086e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60089 members 
Mstep: Class 2 contains 20835 members 
Mstep: Class 3 contains 3494 members 
Mstep: Class 4 contains 18357 members 
Mstep: Class 5 contains 22495 members 
Mstep: Class 6 contains 51417 members 
Mstep: Class 7 contains 7329 members 
Mstep: Class 8 contains 63109 members 
Mstep: Class 9 contains 9276 members 
Mstep: Class 10 contains 999 members 
Mstep: Class 11 contains 8911 members 
Mstep: Class 12 contains 12971 members 
Mstep: Class 13 contains 122521 members 
Mstep: Class 14 contains 56095 members 
Mstep: Class 15 contains 127624 members 
Mstep: Class 16 contains 42129 members 
Mstep: Class 17 contains 1414 members 
Mstep: Class 18 contains 10432 members 
Mstep: Class 19 contains 10019 members 
Mstep: Class 20 contains 1630 members 
Mstep: Class 21 contains 1948 members 
Mstep: Class 22 contains 1177 members 
Mstep: Class 23 contains 3242 members 
Mstep: Class 24 contains 1826 members 
Mstep: Class 25 contains 2703 members 
Mstep: Class 26 contains 2934 members 
Mstep: Class 27 contains 1461 members 
Mstep: Class 28 contains 123777 members 
Mstep: Class 29 contains 15710 members 
Mstep: Class 30 contains 1312 members 
Mstep: Class 31 contains 5827 members 
Mstep: Class 32 contains 1564 members 
Mstep: Class 33 contains 3287 members 
Mstep: Class 34 contains 1232 members 
Mstep: Class 35 contains 5588 members 
Mstep: Class 36 contains 3772 members 
Mstep: Class 37 contains 2168 members 
Mstep: Class 38 contains 1718 members 
Mstep: Class 39 contains 732 members 
Mstep: Class 40 contains 2597 members 
Mstep: Class 41 contains 732 members 
Mstep: Class 42 contains 116562 members 
Mstep: Class 43 contains 2700 members 
Mstep: Class 44 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442216.000000 Penalty: 98476.570312
Iteration 120F: 45 clusters Score -8.444222e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60086 members 
Mstep: Class 2 contains 20810 members 
Mstep: Class 3 contains 3800 members 
Mstep: Class 4 contains 18357 members 
Mstep: Class 5 contains 22443 members 
Mstep: Class 6 contains 51417 members 
Mstep: Class 7 contains 7318 members 
Mstep: Class 8 contains 63085 members 
Mstep: Class 9 contains 9329 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 8816 members 
Mstep: Class 12 contains 13022 members 
Mstep: Class 13 contains 122306 members 
Mstep: Class 14 contains 56036 members 
Mstep: Class 15 contains 127621 members 
Mstep: Class 16 contains 42117 members 
Mstep: Class 17 contains 1391 members 
Mstep: Class 18 contains 10413 members 
Mstep: Class 19 contains 10008 members 
Mstep: Class 20 contains 1630 members 
Mstep: Class 21 contains 1944 members 
Mstep: Class 22 contains 1177 members 
Mstep: Class 23 contains 3223 members 
Mstep: Class 24 contains 1820 members 
Mstep: Class 25 contains 2702 members 
Mstep: Class 26 contains 2929 members 
Mstep: Class 27 contains 1488 members 
Mstep: Class 28 contains 123777 members 
Mstep: Class 29 contains 15709 members 
Mstep: Class 30 contains 1298 members 
Mstep: Class 31 contains 5793 members 
Mstep: Class 32 contains 1570 members 
Mstep: Class 33 contains 3260 members 
Mstep: Class 34 contains 1211 members 
Mstep: Class 35 contains 5584 members 
Mstep: Class 36 contains 3775 members 
Mstep: Class 37 contains 2168 members 
Mstep: Class 38 contains 1720 members 
Mstep: Class 39 contains 717 members 
Mstep: Class 40 contains 2594 members 
Mstep: Class 41 contains 732 members 
Mstep: Class 42 contains 116500 members 
Mstep: Class 43 contains 2900 members 
Mstep: Class 44 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442960.000000 Penalty: 98476.570312
Iteration 121Q: 45 clusters Score -8.444296e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60079 members 
Mstep: Class 2 contains 20802 members 
Mstep: Class 3 contains 4068 members 
Mstep: Class 4 contains 18355 members 
Mstep: Class 5 contains 22399 members 
Mstep: Class 6 contains 51416 members 
Mstep: Class 7 contains 7300 members 
Mstep: Class 8 contains 63052 members 
Mstep: Class 9 contains 9422 members 
Mstep: Class 10 contains 993 members 
Mstep: Class 11 contains 8762 members 
Mstep: Class 12 contains 13087 members 
Mstep: Class 13 contains 122122 members 
Mstep: Class 14 contains 55988 members 
Mstep: Class 15 contains 127651 members 
Mstep: Class 16 contains 42109 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 10397 members 
Mstep: Class 19 contains 9996 members 
Mstep: Class 20 contains 1630 members 
Mstep: Class 21 contains 1944 members 
Mstep: Class 22 contains 1177 members 
Mstep: Class 23 contains 3210 members 
Mstep: Class 24 contains 1826 members 
Mstep: Class 25 contains 2698 members 
Mstep: Class 26 contains 2931 members 
Mstep: Class 27 contains 1503 members 
Mstep: Class 28 contains 123764 members 
Mstep: Class 29 contains 15712 members 
Mstep: Class 30 contains 1292 members 
Mstep: Class 31 contains 5776 members 
Mstep: Class 32 contains 1572 members 
Mstep: Class 33 contains 3258 members 
Mstep: Class 34 contains 1201 members 
Mstep: Class 35 contains 5588 members 
Mstep: Class 36 contains 3780 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1721 members 
Mstep: Class 39 contains 713 members 
Mstep: Class 40 contains 2590 members 
Mstep: Class 41 contains 731 members 
Mstep: Class 42 contains 116314 members 
Mstep: Class 43 contains 3055 members 
Mstep: Class 44 contains 2796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443152.000000 Penalty: 98476.570312
Iteration 122Q: 45 clusters Score -8.444315e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60073 members 
Mstep: Class 2 contains 20812 members 
Mstep: Class 3 contains 4294 members 
Mstep: Class 4 contains 18357 members 
Mstep: Class 5 contains 22378 members 
Mstep: Class 6 contains 51414 members 
Mstep: Class 7 contains 7275 members 
Mstep: Class 8 contains 63033 members 
Mstep: Class 9 contains 9499 members 
Mstep: Class 10 contains 993 members 
Mstep: Class 11 contains 8729 members 
Mstep: Class 12 contains 13146 members 
Mstep: Class 13 contains 121979 members 
Mstep: Class 14 contains 55960 members 
Mstep: Class 15 contains 127669 members 
Mstep: Class 16 contains 42108 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 10390 members 
Mstep: Class 19 contains 9994 members 
Mstep: Class 20 contains 1631 members 
Mstep: Class 21 contains 1942 members 
Mstep: Class 22 contains 1178 members 
Mstep: Class 23 contains 3210 members 
Mstep: Class 24 contains 1827 members 
Mstep: Class 25 contains 2686 members 
Mstep: Class 26 contains 2931 members 
Mstep: Class 27 contains 1511 members 
Mstep: Class 28 contains 123752 members 
Mstep: Class 29 contains 15713 members 
Mstep: Class 30 contains 1293 members 
Mstep: Class 31 contains 5771 members 
Mstep: Class 32 contains 1573 members 
Mstep: Class 33 contains 3256 members 
Mstep: Class 34 contains 1194 members 
Mstep: Class 35 contains 5591 members 
Mstep: Class 36 contains 3776 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1720 members 
Mstep: Class 39 contains 711 members 
Mstep: Class 40 contains 2590 members 
Mstep: Class 41 contains 734 members 
Mstep: Class 42 contains 116112 members 
Mstep: Class 43 contains 3160 members 
Mstep: Class 44 contains 2835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442992.000000 Penalty: 98476.570312
Iteration 123Q: 45 clusters Score -8.444299e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60076 members 
Mstep: Class 2 contains 20816 members 
Mstep: Class 3 contains 4482 members 
Mstep: Class 4 contains 18359 members 
Mstep: Class 5 contains 22363 members 
Mstep: Class 6 contains 51411 members 
Mstep: Class 7 contains 7257 members 
Mstep: Class 8 contains 63027 members 
Mstep: Class 9 contains 9571 members 
Mstep: Class 10 contains 995 members 
Mstep: Class 11 contains 8701 members 
Mstep: Class 12 contains 13199 members 
Mstep: Class 13 contains 121862 members 
Mstep: Class 14 contains 55929 members 
Mstep: Class 15 contains 127697 members 
Mstep: Class 16 contains 42105 members 
Mstep: Class 17 contains 1341 members 
Mstep: Class 18 contains 10382 members 
Mstep: Class 19 contains 9990 members 
Mstep: Class 20 contains 1631 members 
Mstep: Class 21 contains 1940 members 
Mstep: Class 22 contains 1179 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 1830 members 
Mstep: Class 25 contains 2676 members 
Mstep: Class 26 contains 2932 members 
Mstep: Class 27 contains 1513 members 
Mstep: Class 28 contains 123748 members 
Mstep: Class 29 contains 15715 members 
Mstep: Class 30 contains 1295 members 
Mstep: Class 31 contains 5754 members 
Mstep: Class 32 contains 1574 members 
Mstep: Class 33 contains 3255 members 
Mstep: Class 34 contains 1192 members 
Mstep: Class 35 contains 5598 members 
Mstep: Class 36 contains 3778 members 
Mstep: Class 37 contains 2171 members 
Mstep: Class 38 contains 1719 members 
Mstep: Class 39 contains 708 members 
Mstep: Class 40 contains 2589 members 
Mstep: Class 41 contains 734 members 
Mstep: Class 42 contains 115901 members 
Mstep: Class 43 contains 3252 members 
Mstep: Class 44 contains 2861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443208.000000 Penalty: 98476.570312
Iteration 124Q: 45 clusters Score -8.444321e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60071 members 
Mstep: Class 2 contains 20828 members 
Mstep: Class 3 contains 4658 members 
Mstep: Class 4 contains 18360 members 
Mstep: Class 5 contains 22346 members 
Mstep: Class 6 contains 51409 members 
Mstep: Class 7 contains 7231 members 
Mstep: Class 8 contains 63024 members 
Mstep: Class 9 contains 9652 members 
Mstep: Class 10 contains 995 members 
Mstep: Class 11 contains 8670 members 
Mstep: Class 12 contains 13238 members 
Mstep: Class 13 contains 121750 members 
Mstep: Class 14 contains 55912 members 
Mstep: Class 15 contains 127718 members 
Mstep: Class 16 contains 42103 members 
Mstep: Class 17 contains 1335 members 
Mstep: Class 18 contains 10379 members 
Mstep: Class 19 contains 9991 members 
Mstep: Class 20 contains 1631 members 
Mstep: Class 21 contains 1940 members 
Mstep: Class 22 contains 1182 members 
Mstep: Class 23 contains 3217 members 
Mstep: Class 24 contains 1835 members 
Mstep: Class 25 contains 2662 members 
Mstep: Class 26 contains 2932 members 
Mstep: Class 27 contains 1514 members 
Mstep: Class 28 contains 123753 members 
Mstep: Class 29 contains 15718 members 
Mstep: Class 30 contains 1290 members 
Mstep: Class 31 contains 5737 members 
Mstep: Class 32 contains 1574 members 
Mstep: Class 33 contains 3258 members 
Mstep: Class 34 contains 1193 members 
Mstep: Class 35 contains 5601 members 
Mstep: Class 36 contains 3783 members 
Mstep: Class 37 contains 2172 members 
Mstep: Class 38 contains 1719 members 
Mstep: Class 39 contains 707 members 
Mstep: Class 40 contains 2589 members 
Mstep: Class 41 contains 736 members 
Mstep: Class 42 contains 115718 members 
Mstep: Class 43 contains 3305 members 
Mstep: Class 44 contains 2884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443424.000000 Penalty: 98476.570312
Iteration 125Q: 45 clusters Score -8.444342e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60068 members 
Mstep: Class 2 contains 20831 members 
Mstep: Class 3 contains 4808 members 
Mstep: Class 4 contains 18365 members 
Mstep: Class 5 contains 22331 members 
Mstep: Class 6 contains 51405 members 
Mstep: Class 7 contains 7200 members 
Mstep: Class 8 contains 63019 members 
Mstep: Class 9 contains 9741 members 
Mstep: Class 10 contains 995 members 
Mstep: Class 11 contains 8642 members 
Mstep: Class 12 contains 13292 members 
Mstep: Class 13 contains 121637 members 
Mstep: Class 14 contains 55904 members 
Mstep: Class 15 contains 127742 members 
Mstep: Class 16 contains 42100 members 
Mstep: Class 17 contains 1333 members 
Mstep: Class 18 contains 10373 members 
Mstep: Class 19 contains 9996 members 
Mstep: Class 20 contains 1631 members 
Mstep: Class 21 contains 1940 members 
Mstep: Class 22 contains 1183 members 
Mstep: Class 23 contains 3222 members 
Mstep: Class 24 contains 1839 members 
Mstep: Class 25 contains 2651 members 
Mstep: Class 26 contains 2930 members 
Mstep: Class 27 contains 1518 members 
Mstep: Class 28 contains 123758 members 
Mstep: Class 29 contains 15723 members 
Mstep: Class 30 contains 1289 members 
Mstep: Class 31 contains 5738 members 
Mstep: Class 32 contains 1574 members 
Mstep: Class 33 contains 3259 members 
Mstep: Class 34 contains 1193 members 
Mstep: Class 35 contains 5601 members 
Mstep: Class 36 contains 3787 members 
Mstep: Class 37 contains 2172 members 
Mstep: Class 38 contains 1719 members 
Mstep: Class 39 contains 707 members 
Mstep: Class 40 contains 2591 members 
Mstep: Class 41 contains 737 members 
Mstep: Class 42 contains 115518 members 
Mstep: Class 43 contains 3362 members 
Mstep: Class 44 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443536.000000 Penalty: 98476.570312
Iteration 126Q: 45 clusters Score -8.444354e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60067 members 
Mstep: Class 2 contains 20844 members 
Mstep: Class 3 contains 4948 members 
Mstep: Class 4 contains 18368 members 
Mstep: Class 5 contains 22307 members 
Mstep: Class 6 contains 51400 members 
Mstep: Class 7 contains 7173 members 
Mstep: Class 8 contains 63010 members 
Mstep: Class 9 contains 9789 members 
Mstep: Class 10 contains 995 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 13346 members 
Mstep: Class 13 contains 121549 members 
Mstep: Class 14 contains 55894 members 
Mstep: Class 15 contains 127752 members 
Mstep: Class 16 contains 42105 members 
Mstep: Class 17 contains 1332 members 
Mstep: Class 18 contains 10367 members 
Mstep: Class 19 contains 10010 members 
Mstep: Class 20 contains 1631 members 
Mstep: Class 21 contains 1940 members 
Mstep: Class 22 contains 1183 members 
Mstep: Class 23 contains 3223 members 
Mstep: Class 24 contains 1841 members 
Mstep: Class 25 contains 2646 members 
Mstep: Class 26 contains 2930 members 
Mstep: Class 27 contains 1523 members 
Mstep: Class 28 contains 123773 members 
Mstep: Class 29 contains 15727 members 
Mstep: Class 30 contains 1287 members 
Mstep: Class 31 contains 5738 members 
Mstep: Class 32 contains 1574 members 
Mstep: Class 33 contains 3262 members 
Mstep: Class 34 contains 1191 members 
Mstep: Class 35 contains 5601 members 
Mstep: Class 36 contains 3790 members 
Mstep: Class 37 contains 2172 members 
Mstep: Class 38 contains 1719 members 
Mstep: Class 39 contains 707 members 
Mstep: Class 40 contains 2593 members 
Mstep: Class 41 contains 739 members 
Mstep: Class 42 contains 115340 members 
Mstep: Class 43 contains 3415 members 
Mstep: Class 44 contains 2902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443736.000000 Penalty: 98476.570312
Iteration 127Q: 45 clusters Score -8.444374e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60062 members 
Mstep: Class 2 contains 20849 members 
Mstep: Class 3 contains 5071 members 
Mstep: Class 4 contains 18368 members 
Mstep: Class 5 contains 22292 members 
Mstep: Class 6 contains 51400 members 
Mstep: Class 7 contains 7138 members 
Mstep: Class 8 contains 62997 members 
Mstep: Class 9 contains 9826 members 
Mstep: Class 10 contains 995 members 
Mstep: Class 11 contains 8590 members 
Mstep: Class 12 contains 13400 members 
Mstep: Class 13 contains 121476 members 
Mstep: Class 14 contains 55899 members 
Mstep: Class 15 contains 127773 members 
Mstep: Class 16 contains 42100 members 
Mstep: Class 17 contains 1328 members 
Mstep: Class 18 contains 10358 members 
Mstep: Class 19 contains 10016 members 
Mstep: Class 20 contains 1631 members 
Mstep: Class 21 contains 1940 members 
Mstep: Class 22 contains 1185 members 
Mstep: Class 23 contains 3224 members 
Mstep: Class 24 contains 1842 members 
Mstep: Class 25 contains 2646 members 
Mstep: Class 26 contains 2930 members 
Mstep: Class 27 contains 1526 members 
Mstep: Class 28 contains 123777 members 
Mstep: Class 29 contains 15731 members 
Mstep: Class 30 contains 1284 members 
Mstep: Class 31 contains 5750 members 
Mstep: Class 32 contains 1574 members 
Mstep: Class 33 contains 3266 members 
Mstep: Class 34 contains 1188 members 
Mstep: Class 35 contains 5608 members 
Mstep: Class 36 contains 3796 members 
Mstep: Class 37 contains 2171 members 
Mstep: Class 38 contains 1719 members 
Mstep: Class 39 contains 707 members 
Mstep: Class 40 contains 2594 members 
Mstep: Class 41 contains 740 members 
Mstep: Class 42 contains 115182 members 
Mstep: Class 43 contains 3461 members 
Mstep: Class 44 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443920.000000 Penalty: 98476.570312
Iteration 128Q: 45 clusters Score -8.444392e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60059 members 
Mstep: Class 2 contains 20855 members 
Mstep: Class 3 contains 5184 members 
Mstep: Class 4 contains 18367 members 
Mstep: Class 5 contains 22284 members 
Mstep: Class 6 contains 51400 members 
Mstep: Class 7 contains 7107 members 
Mstep: Class 8 contains 62981 members 
Mstep: Class 9 contains 9862 members 
Mstep: Class 10 contains 995 members 
Mstep: Class 11 contains 8578 members 
Mstep: Class 12 contains 13464 members 
Mstep: Class 13 contains 121417 members 
Mstep: Class 14 contains 55894 members 
Mstep: Class 15 contains 127789 members 
Mstep: Class 16 contains 42102 members 
Mstep: Class 17 contains 1326 members 
Mstep: Class 18 contains 10354 members 
Mstep: Class 19 contains 10018 members 
Mstep: Class 20 contains 1632 members 
Mstep: Class 21 contains 1940 members 
Mstep: Class 22 contains 1186 members 
Mstep: Class 23 contains 3228 members 
Mstep: Class 24 contains 1848 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 2930 members 
Mstep: Class 27 contains 1527 members 
Mstep: Class 28 contains 123774 members 
Mstep: Class 29 contains 15726 members 
Mstep: Class 30 contains 1280 members 
Mstep: Class 31 contains 5771 members 
Mstep: Class 32 contains 1575 members 
Mstep: Class 33 contains 3268 members 
Mstep: Class 34 contains 1187 members 
Mstep: Class 35 contains 5609 members 
Mstep: Class 36 contains 3800 members 
Mstep: Class 37 contains 2170 members 
Mstep: Class 38 contains 1719 members 
Mstep: Class 39 contains 706 members 
Mstep: Class 40 contains 2598 members 
Mstep: Class 41 contains 740 members 
Mstep: Class 42 contains 114997 members 
Mstep: Class 43 contains 3519 members 
Mstep: Class 44 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444152.000000 Penalty: 98476.570312
Iteration 129Q: 45 clusters Score -8.444415e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60058 members 
Mstep: Class 2 contains 20866 members 
Mstep: Class 3 contains 5265 members 
Mstep: Class 4 contains 18367 members 
Mstep: Class 5 contains 22276 members 
Mstep: Class 6 contains 51399 members 
Mstep: Class 7 contains 7079 members 
Mstep: Class 8 contains 62961 members 
Mstep: Class 9 contains 9901 members 
Mstep: Class 10 contains 995 members 
Mstep: Class 11 contains 8566 members 
Mstep: Class 12 contains 13515 members 
Mstep: Class 13 contains 121363 members 
Mstep: Class 14 contains 55895 members 
Mstep: Class 15 contains 127793 members 
Mstep: Class 16 contains 42104 members 
Mstep: Class 17 contains 1327 members 
Mstep: Class 18 contains 10347 members 
Mstep: Class 19 contains 10012 members 
Mstep: Class 20 contains 1633 members 
Mstep: Class 21 contains 1940 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 3232 members 
Mstep: Class 24 contains 1851 members 
Mstep: Class 25 contains 2635 members 
Mstep: Class 26 contains 2928 members 
Mstep: Class 27 contains 1529 members 
Mstep: Class 28 contains 123782 members 
Mstep: Class 29 contains 15723 members 
Mstep: Class 30 contains 1276 members 
Mstep: Class 31 contains 5798 members 
Mstep: Class 32 contains 1576 members 
Mstep: Class 33 contains 3269 members 
Mstep: Class 34 contains 1185 members 
Mstep: Class 35 contains 5611 members 
Mstep: Class 36 contains 3806 members 
Mstep: Class 37 contains 2170 members 
Mstep: Class 38 contains 1719 members 
Mstep: Class 39 contains 706 members 
Mstep: Class 40 contains 2602 members 
Mstep: Class 41 contains 741 members 
Mstep: Class 42 contains 114850 members 
Mstep: Class 43 contains 3564 members 
Mstep: Class 44 contains 2918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444160.000000 Penalty: 98476.570312
Iteration 130Q: 45 clusters Score -8.444416e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60056 members 
Mstep: Class 2 contains 20870 members 
Mstep: Class 3 contains 5342 members 
Mstep: Class 4 contains 18368 members 
Mstep: Class 5 contains 22268 members 
Mstep: Class 6 contains 51397 members 
Mstep: Class 7 contains 7048 members 
Mstep: Class 8 contains 62939 members 
Mstep: Class 9 contains 9926 members 
Mstep: Class 10 contains 995 members 
Mstep: Class 11 contains 8557 members 
Mstep: Class 12 contains 13561 members 
Mstep: Class 13 contains 121332 members 
Mstep: Class 14 contains 55895 members 
Mstep: Class 15 contains 127796 members 
Mstep: Class 16 contains 42103 members 
Mstep: Class 17 contains 1326 members 
Mstep: Class 18 contains 10345 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 1634 members 
Mstep: Class 21 contains 1940 members 
Mstep: Class 22 contains 1188 members 
Mstep: Class 23 contains 3232 members 
Mstep: Class 24 contains 1853 members 
Mstep: Class 25 contains 2634 members 
Mstep: Class 26 contains 2928 members 
Mstep: Class 27 contains 1529 members 
Mstep: Class 28 contains 123793 members 
Mstep: Class 29 contains 15722 members 
Mstep: Class 30 contains 1275 members 
Mstep: Class 31 contains 5828 members 
Mstep: Class 32 contains 1576 members 
Mstep: Class 33 contains 3270 members 
Mstep: Class 34 contains 1184 members 
Mstep: Class 35 contains 5611 members 
Mstep: Class 36 contains 3810 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1719 members 
Mstep: Class 39 contains 706 members 
Mstep: Class 40 contains 2602 members 
Mstep: Class 41 contains 741 members 
Mstep: Class 42 contains 114715 members 
Mstep: Class 43 contains 3603 members 
Mstep: Class 44 contains 2920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444032.000000 Penalty: 98476.570312
Iteration 131Q: 45 clusters Score -8.444403e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60052 members 
Mstep: Class 2 contains 20874 members 
Mstep: Class 3 contains 5396 members 
Mstep: Class 4 contains 18371 members 
Mstep: Class 5 contains 22267 members 
Mstep: Class 6 contains 51392 members 
Mstep: Class 7 contains 7012 members 
Mstep: Class 8 contains 62936 members 
Mstep: Class 9 contains 9956 members 
Mstep: Class 10 contains 995 members 
Mstep: Class 11 contains 8551 members 
Mstep: Class 12 contains 13609 members 
Mstep: Class 13 contains 121286 members 
Mstep: Class 14 contains 55888 members 
Mstep: Class 15 contains 127804 members 
Mstep: Class 16 contains 42101 members 
Mstep: Class 17 contains 1325 members 
Mstep: Class 18 contains 10341 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 1635 members 
Mstep: Class 21 contains 1940 members 
Mstep: Class 22 contains 1190 members 
Mstep: Class 23 contains 3234 members 
Mstep: Class 24 contains 1854 members 
Mstep: Class 25 contains 2631 members 
Mstep: Class 26 contains 2928 members 
Mstep: Class 27 contains 1529 members 
Mstep: Class 28 contains 123799 members 
Mstep: Class 29 contains 15720 members 
Mstep: Class 30 contains 1272 members 
Mstep: Class 31 contains 5853 members 
Mstep: Class 32 contains 1576 members 
Mstep: Class 33 contains 3269 members 
Mstep: Class 34 contains 1184 members 
Mstep: Class 35 contains 5616 members 
Mstep: Class 36 contains 3815 members 
Mstep: Class 37 contains 2170 members 
Mstep: Class 38 contains 1719 members 
Mstep: Class 39 contains 706 members 
Mstep: Class 40 contains 2603 members 
Mstep: Class 41 contains 743 members 
Mstep: Class 42 contains 114614 members 
Mstep: Class 43 contains 3629 members 
Mstep: Class 44 contains 2921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444048.000000 Penalty: 98476.570312
Iteration 132Q: 45 clusters Score -8.444405e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60052 members 
Mstep: Class 2 contains 20879 members 
Mstep: Class 3 contains 5444 members 
Mstep: Class 4 contains 18373 members 
Mstep: Class 5 contains 22265 members 
Mstep: Class 6 contains 51390 members 
Mstep: Class 7 contains 6977 members 
Mstep: Class 8 contains 62938 members 
Mstep: Class 9 contains 9965 members 
Mstep: Class 10 contains 995 members 
Mstep: Class 11 contains 8552 members 
Mstep: Class 12 contains 13639 members 
Mstep: Class 13 contains 121265 members 
Mstep: Class 14 contains 55892 members 
Mstep: Class 15 contains 127806 members 
Mstep: Class 16 contains 42101 members 
Mstep: Class 17 contains 1324 members 
Mstep: Class 18 contains 10339 members 
Mstep: Class 19 contains 10008 members 
Mstep: Class 20 contains 1635 members 
Mstep: Class 21 contains 1940 members 
Mstep: Class 22 contains 1192 members 
Mstep: Class 23 contains 3237 members 
Mstep: Class 24 contains 1854 members 
Mstep: Class 25 contains 2622 members 
Mstep: Class 26 contains 2927 members 
Mstep: Class 27 contains 1529 members 
Mstep: Class 28 contains 123799 members 
Mstep: Class 29 contains 15721 members 
Mstep: Class 30 contains 1272 members 
Mstep: Class 31 contains 5889 members 
Mstep: Class 32 contains 1576 members 
Mstep: Class 33 contains 3268 members 
Mstep: Class 34 contains 1184 members 
Mstep: Class 35 contains 5620 members 
Mstep: Class 36 contains 3817 members 
Mstep: Class 37 contains 2171 members 
Mstep: Class 38 contains 1719 members 
Mstep: Class 39 contains 706 members 
Mstep: Class 40 contains 2601 members 
Mstep: Class 41 contains 744 members 
Mstep: Class 42 contains 114523 members 
Mstep: Class 43 contains 3649 members 
Mstep: Class 44 contains 2921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444056.000000 Penalty: 98476.570312
Iteration 133Q: 45 clusters Score -8.444406e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60052 members 
Mstep: Class 2 contains 20881 members 
Mstep: Class 3 contains 5495 members 
Mstep: Class 4 contains 18378 members 
Mstep: Class 5 contains 22251 members 
Mstep: Class 6 contains 51385 members 
Mstep: Class 7 contains 6950 members 
Mstep: Class 8 contains 62939 members 
Mstep: Class 9 contains 9977 members 
Mstep: Class 10 contains 995 members 
Mstep: Class 11 contains 8549 members 
Mstep: Class 12 contains 13658 members 
Mstep: Class 13 contains 121249 members 
Mstep: Class 14 contains 55900 members 
Mstep: Class 15 contains 127818 members 
Mstep: Class 16 contains 42106 members 
Mstep: Class 17 contains 1325 members 
Mstep: Class 18 contains 10337 members 
Mstep: Class 19 contains 10003 members 
Mstep: Class 20 contains 1636 members 
Mstep: Class 21 contains 1940 members 
Mstep: Class 22 contains 1192 members 
Mstep: Class 23 contains 3239 members 
Mstep: Class 24 contains 1854 members 
Mstep: Class 25 contains 2620 members 
Mstep: Class 26 contains 2927 members 
Mstep: Class 27 contains 1529 members 
Mstep: Class 28 contains 123793 members 
Mstep: Class 29 contains 15722 members 
Mstep: Class 30 contains 1272 members 
Mstep: Class 31 contains 5915 members 
Mstep: Class 32 contains 1576 members 
Mstep: Class 33 contains 3270 members 
Mstep: Class 34 contains 1184 members 
Mstep: Class 35 contains 5623 members 
Mstep: Class 36 contains 3817 members 
Mstep: Class 37 contains 2173 members 
Mstep: Class 38 contains 1719 members 
Mstep: Class 39 contains 706 members 
Mstep: Class 40 contains 2602 members 
Mstep: Class 41 contains 745 members 
Mstep: Class 42 contains 114435 members 
Mstep: Class 43 contains 3662 members 
Mstep: Class 44 contains 2921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443968.000000 Penalty: 98476.570312
Iteration 134Q: 45 clusters Score -8.444397e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60051 members 
Mstep: Class 2 contains 20885 members 
Mstep: Class 3 contains 5547 members 
Mstep: Class 4 contains 18381 members 
Mstep: Class 5 contains 22235 members 
Mstep: Class 6 contains 51382 members 
Mstep: Class 7 contains 6926 members 
Mstep: Class 8 contains 62939 members 
Mstep: Class 9 contains 9990 members 
Mstep: Class 10 contains 995 members 
Mstep: Class 11 contains 8541 members 
Mstep: Class 12 contains 13683 members 
Mstep: Class 13 contains 121222 members 
Mstep: Class 14 contains 55904 members 
Mstep: Class 15 contains 127823 members 
Mstep: Class 16 contains 42110 members 
Mstep: Class 17 contains 1323 members 
Mstep: Class 18 contains 10334 members 
Mstep: Class 19 contains 10002 members 
Mstep: Class 20 contains 1637 members 
Mstep: Class 21 contains 1940 members 
Mstep: Class 22 contains 1193 members 
Mstep: Class 23 contains 3238 members 
Mstep: Class 24 contains 1854 members 
Mstep: Class 25 contains 2621 members 
Mstep: Class 26 contains 2927 members 
Mstep: Class 27 contains 1529 members 
Mstep: Class 28 contains 123790 members 
Mstep: Class 29 contains 15721 members 
Mstep: Class 30 contains 1272 members 
Mstep: Class 31 contains 5938 members 
Mstep: Class 32 contains 1576 members 
Mstep: Class 33 contains 3270 members 
Mstep: Class 34 contains 1184 members 
Mstep: Class 35 contains 5628 members 
Mstep: Class 36 contains 3818 members 
Mstep: Class 37 contains 2174 members 
Mstep: Class 38 contains 1719 members 
Mstep: Class 39 contains 706 members 
Mstep: Class 40 contains 2607 members 
Mstep: Class 41 contains 745 members 
Mstep: Class 42 contains 114360 members 
Mstep: Class 43 contains 3679 members 
Mstep: Class 44 contains 2921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444008.000000 Penalty: 98476.570312
Iteration 135Q: 45 clusters Score -8.444401e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60053 members 
Mstep: Class 2 contains 20892 members 
Mstep: Class 3 contains 5594 members 
Mstep: Class 4 contains 18383 members 
Mstep: Class 5 contains 22226 members 
Mstep: Class 6 contains 51380 members 
Mstep: Class 7 contains 6897 members 
Mstep: Class 8 contains 62931 members 
Mstep: Class 9 contains 10002 members 
Mstep: Class 10 contains 995 members 
Mstep: Class 11 contains 8528 members 
Mstep: Class 12 contains 13712 members 
Mstep: Class 13 contains 121205 members 
Mstep: Class 14 contains 55906 members 
Mstep: Class 15 contains 127828 members 
Mstep: Class 16 contains 42113 members 
Mstep: Class 17 contains 1323 members 
Mstep: Class 18 contains 10333 members 
Mstep: Class 19 contains 10001 members 
Mstep: Class 20 contains 1638 members 
Mstep: Class 21 contains 1940 members 
Mstep: Class 22 contains 1193 members 
Mstep: Class 23 contains 3237 members 
Mstep: Class 24 contains 1854 members 
Mstep: Class 25 contains 2617 members 
Mstep: Class 26 contains 2926 members 
Mstep: Class 27 contains 1529 members 
Mstep: Class 28 contains 123781 members 
Mstep: Class 29 contains 15721 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 5969 members 
Mstep: Class 32 contains 1576 members 
Mstep: Class 33 contains 3270 members 
Mstep: Class 34 contains 1184 members 
Mstep: Class 35 contains 5634 members 
Mstep: Class 36 contains 3816 members 
Mstep: Class 37 contains 2173 members 
Mstep: Class 38 contains 1719 members 
Mstep: Class 39 contains 706 members 
Mstep: Class 40 contains 2611 members 
Mstep: Class 41 contains 745 members 
Mstep: Class 42 contains 114293 members 
Mstep: Class 43 contains 3691 members 
Mstep: Class 44 contains 2922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443992.000000 Penalty: 98476.570312
Iteration 136Q: 45 clusters Score -8.444399e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60054 members 
Mstep: Class 2 contains 20898 members 
Mstep: Class 3 contains 5625 members 
Mstep: Class 4 contains 18385 members 
Mstep: Class 5 contains 22211 members 
Mstep: Class 6 contains 51378 members 
Mstep: Class 7 contains 6867 members 
Mstep: Class 8 contains 62923 members 
Mstep: Class 9 contains 10010 members 
Mstep: Class 10 contains 995 members 
Mstep: Class 11 contains 8520 members 
Mstep: Class 12 contains 13745 members 
Mstep: Class 13 contains 121188 members 
Mstep: Class 14 contains 55903 members 
Mstep: Class 15 contains 127832 members 
Mstep: Class 16 contains 42111 members 
Mstep: Class 17 contains 1322 members 
Mstep: Class 18 contains 10333 members 
Mstep: Class 19 contains 10003 members 
Mstep: Class 20 contains 1638 members 
Mstep: Class 21 contains 1940 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 3238 members 
Mstep: Class 24 contains 1854 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 2924 members 
Mstep: Class 27 contains 1529 members 
Mstep: Class 28 contains 123786 members 
Mstep: Class 29 contains 15723 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 6004 members 
Mstep: Class 32 contains 1576 members 
Mstep: Class 33 contains 3271 members 
Mstep: Class 34 contains 1184 members 
Mstep: Class 35 contains 5634 members 
Mstep: Class 36 contains 3818 members 
Mstep: Class 37 contains 2171 members 
Mstep: Class 38 contains 1719 members 
Mstep: Class 39 contains 705 members 
Mstep: Class 40 contains 2606 members 
Mstep: Class 41 contains 745 members 
Mstep: Class 42 contains 114237 members 
Mstep: Class 43 contains 3715 members 
Mstep: Class 44 contains 2923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444016.000000 Penalty: 98476.570312
Iteration 137Q: 45 clusters Score -8.444402e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60054 members 
Mstep: Class 2 contains 20904 members 
Mstep: Class 3 contains 5652 members 
Mstep: Class 4 contains 18387 members 
Mstep: Class 5 contains 22198 members 
Mstep: Class 6 contains 51376 members 
Mstep: Class 7 contains 6832 members 
Mstep: Class 8 contains 62914 members 
Mstep: Class 9 contains 10019 members 
Mstep: Class 10 contains 995 members 
Mstep: Class 11 contains 8515 members 
Mstep: Class 12 contains 13776 members 
Mstep: Class 13 contains 121176 members 
Mstep: Class 14 contains 55903 members 
Mstep: Class 15 contains 127834 members 
Mstep: Class 16 contains 42114 members 
Mstep: Class 17 contains 1322 members 
Mstep: Class 18 contains 10333 members 
Mstep: Class 19 contains 10009 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 1940 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 3238 members 
Mstep: Class 24 contains 1854 members 
Mstep: Class 25 contains 2605 members 
Mstep: Class 26 contains 2921 members 
Mstep: Class 27 contains 1529 members 
Mstep: Class 28 contains 123785 members 
Mstep: Class 29 contains 15724 members 
Mstep: Class 30 contains 1272 members 
Mstep: Class 31 contains 6045 members 
Mstep: Class 32 contains 1576 members 
Mstep: Class 33 contains 3272 members 
Mstep: Class 34 contains 1184 members 
Mstep: Class 35 contains 5635 members 
Mstep: Class 36 contains 3813 members 
Mstep: Class 37 contains 2171 members 
Mstep: Class 38 contains 1719 members 
Mstep: Class 39 contains 704 members 
Mstep: Class 40 contains 2606 members 
Mstep: Class 41 contains 745 members 
Mstep: Class 42 contains 114171 members 
Mstep: Class 43 contains 3740 members 
Mstep: Class 44 contains 2925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444008.000000 Penalty: 98476.570312
Iteration 138Q: 45 clusters Score -8.444401e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60054 members 
Mstep: Class 2 contains 20914 members 
Mstep: Class 3 contains 5681 members 
Mstep: Class 4 contains 18391 members 
Mstep: Class 5 contains 22194 members 
Mstep: Class 6 contains 51372 members 
Mstep: Class 7 contains 6798 members 
Mstep: Class 8 contains 62906 members 
Mstep: Class 9 contains 10024 members 
Mstep: Class 10 contains 995 members 
Mstep: Class 11 contains 8510 members 
Mstep: Class 12 contains 13794 members 
Mstep: Class 13 contains 121170 members 
Mstep: Class 14 contains 55909 members 
Mstep: Class 15 contains 127843 members 
Mstep: Class 16 contains 42114 members 
Mstep: Class 17 contains 1322 members 
Mstep: Class 18 contains 10336 members 
Mstep: Class 19 contains 10007 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 3238 members 
Mstep: Class 24 contains 1854 members 
Mstep: Class 25 contains 2598 members 
Mstep: Class 26 contains 2919 members 
Mstep: Class 27 contains 1529 members 
Mstep: Class 28 contains 123786 members 
Mstep: Class 29 contains 15727 members 
Mstep: Class 30 contains 1272 members 
Mstep: Class 31 contains 6080 members 
Mstep: Class 32 contains 1576 members 
Mstep: Class 33 contains 3272 members 
Mstep: Class 34 contains 1184 members 
Mstep: Class 35 contains 5636 members 
Mstep: Class 36 contains 3809 members 
Mstep: Class 37 contains 2170 members 
Mstep: Class 38 contains 1719 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2607 members 
Mstep: Class 41 contains 745 members 
Mstep: Class 42 contains 114098 members 
Mstep: Class 43 contains 3766 members 
Mstep: Class 44 contains 2927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443992.000000 Penalty: 98476.570312
Iteration 139Q: 45 clusters Score -8.444399e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60053 members 
Mstep: Class 2 contains 20922 members 
Mstep: Class 3 contains 5704 members 
Mstep: Class 4 contains 18393 members 
Mstep: Class 5 contains 22192 members 
Mstep: Class 6 contains 51370 members 
Mstep: Class 7 contains 6761 members 
Mstep: Class 8 contains 62903 members 
Mstep: Class 9 contains 10032 members 
Mstep: Class 10 contains 995 members 
Mstep: Class 11 contains 8513 members 
Mstep: Class 12 contains 13810 members 
Mstep: Class 13 contains 121161 members 
Mstep: Class 14 contains 55912 members 
Mstep: Class 15 contains 127848 members 
Mstep: Class 16 contains 42106 members 
Mstep: Class 17 contains 1320 members 
Mstep: Class 18 contains 10335 members 
Mstep: Class 19 contains 10015 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 1195 members 
Mstep: Class 23 contains 3238 members 
Mstep: Class 24 contains 1854 members 
Mstep: Class 25 contains 2583 members 
Mstep: Class 26 contains 2920 members 
Mstep: Class 27 contains 1529 members 
Mstep: Class 28 contains 123792 members 
Mstep: Class 29 contains 15727 members 
Mstep: Class 30 contains 1272 members 
Mstep: Class 31 contains 6108 members 
Mstep: Class 32 contains 1576 members 
Mstep: Class 33 contains 3273 members 
Mstep: Class 34 contains 1184 members 
Mstep: Class 35 contains 5637 members 
Mstep: Class 36 contains 3810 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1719 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2608 members 
Mstep: Class 41 contains 745 members 
Mstep: Class 42 contains 114034 members 
Mstep: Class 43 contains 3794 members 
Mstep: Class 44 contains 2928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443952.000000 Penalty: 98476.570312
Iteration 140F: 45 clusters Score -8.444395e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60053 members 
Mstep: Class 2 contains 20922 members 
Mstep: Class 3 contains 5719 members 
Mstep: Class 4 contains 18394 members 
Mstep: Class 5 contains 22187 members 
Mstep: Class 6 contains 51369 members 
Mstep: Class 7 contains 6727 members 
Mstep: Class 8 contains 62903 members 
Mstep: Class 9 contains 10036 members 
Mstep: Class 10 contains 995 members 
Mstep: Class 11 contains 8513 members 
Mstep: Class 12 contains 13822 members 
Mstep: Class 13 contains 121154 members 
Mstep: Class 14 contains 55914 members 
Mstep: Class 15 contains 127854 members 
Mstep: Class 16 contains 42102 members 
Mstep: Class 17 contains 1320 members 
Mstep: Class 18 contains 10337 members 
Mstep: Class 19 contains 10017 members 
Mstep: Class 20 contains 1641 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 1195 members 
Mstep: Class 23 contains 3239 members 
Mstep: Class 24 contains 1854 members 
Mstep: Class 25 contains 2573 members 
Mstep: Class 26 contains 2921 members 
Mstep: Class 27 contains 1530 members 
Mstep: Class 28 contains 123791 members 
Mstep: Class 29 contains 15726 members 
Mstep: Class 30 contains 1272 members 
Mstep: Class 31 contains 6140 members 
Mstep: Class 32 contains 1576 members 
Mstep: Class 33 contains 3275 members 
Mstep: Class 34 contains 1184 members 
Mstep: Class 35 contains 5639 members 
Mstep: Class 36 contains 3810 members 
Mstep: Class 37 contains 2172 members 
Mstep: Class 38 contains 1719 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2608 members 
Mstep: Class 41 contains 745 members 
Mstep: Class 42 contains 113984 members 
Mstep: Class 43 contains 3817 members 
Mstep: Class 44 contains 2930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443944.000000 Penalty: 98476.570312
Iteration 141Q: 45 clusters Score -8.444394e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60053 members 
Mstep: Class 2 contains 20927 members 
Mstep: Class 3 contains 5742 members 
Mstep: Class 4 contains 18394 members 
Mstep: Class 5 contains 22176 members 
Mstep: Class 6 contains 51369 members 
Mstep: Class 7 contains 6694 members 
Mstep: Class 8 contains 62893 members 
Mstep: Class 9 contains 10041 members 
Mstep: Class 10 contains 995 members 
Mstep: Class 11 contains 8513 members 
Mstep: Class 12 contains 13842 members 
Mstep: Class 13 contains 121144 members 
Mstep: Class 14 contains 55917 members 
Mstep: Class 15 contains 127855 members 
Mstep: Class 16 contains 42102 members 
Mstep: Class 17 contains 1320 members 
Mstep: Class 18 contains 10341 members 
Mstep: Class 19 contains 10021 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 1195 members 
Mstep: Class 23 contains 3241 members 
Mstep: Class 24 contains 1853 members 
Mstep: Class 25 contains 2569 members 
Mstep: Class 26 contains 2921 members 
Mstep: Class 27 contains 1533 members 
Mstep: Class 28 contains 123794 members 
Mstep: Class 29 contains 15727 members 
Mstep: Class 30 contains 1272 members 
Mstep: Class 31 contains 6171 members 
Mstep: Class 32 contains 1576 members 
Mstep: Class 33 contains 3276 members 
Mstep: Class 34 contains 1182 members 
Mstep: Class 35 contains 5640 members 
Mstep: Class 36 contains 3809 members 
Mstep: Class 37 contains 2172 members 
Mstep: Class 38 contains 1719 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 745 members 
Mstep: Class 42 contains 113914 members 
Mstep: Class 43 contains 3847 members 
Mstep: Class 44 contains 2932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444008.000000 Penalty: 98476.570312
Iteration 142Q: 45 clusters Score -8.444401e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60053 members 
Mstep: Class 2 contains 20935 members 
Mstep: Class 3 contains 5767 members 
Mstep: Class 4 contains 18394 members 
Mstep: Class 5 contains 22164 members 
Mstep: Class 6 contains 51369 members 
Mstep: Class 7 contains 6668 members 
Mstep: Class 8 contains 62890 members 
Mstep: Class 9 contains 10048 members 
Mstep: Class 10 contains 995 members 
Mstep: Class 11 contains 8508 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 121124 members 
Mstep: Class 14 contains 55924 members 
Mstep: Class 15 contains 127859 members 
Mstep: Class 16 contains 42099 members 
Mstep: Class 17 contains 1320 members 
Mstep: Class 18 contains 10343 members 
Mstep: Class 19 contains 10012 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 1195 members 
Mstep: Class 23 contains 3242 members 
Mstep: Class 24 contains 1853 members 
Mstep: Class 25 contains 2565 members 
Mstep: Class 26 contains 2920 members 
Mstep: Class 27 contains 1534 members 
Mstep: Class 28 contains 123797 members 
Mstep: Class 29 contains 15728 members 
Mstep: Class 30 contains 1272 members 
Mstep: Class 31 contains 6209 members 
Mstep: Class 32 contains 1576 members 
Mstep: Class 33 contains 3275 members 
Mstep: Class 34 contains 1181 members 
Mstep: Class 35 contains 5641 members 
Mstep: Class 36 contains 3808 members 
Mstep: Class 37 contains 2171 members 
Mstep: Class 38 contains 1719 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2612 members 
Mstep: Class 41 contains 745 members 
Mstep: Class 42 contains 113856 members 
Mstep: Class 43 contains 3873 members 
Mstep: Class 44 contains 2933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443936.000000 Penalty: 98476.570312
Iteration 143Q: 45 clusters Score -8.444394e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60050 members 
Mstep: Class 2 contains 20950 members 
Mstep: Class 3 contains 5785 members 
Mstep: Class 4 contains 18394 members 
Mstep: Class 5 contains 22157 members 
Mstep: Class 6 contains 51369 members 
Mstep: Class 7 contains 6638 members 
Mstep: Class 8 contains 62886 members 
Mstep: Class 9 contains 10051 members 
Mstep: Class 10 contains 995 members 
Mstep: Class 11 contains 8507 members 
Mstep: Class 12 contains 13876 members 
Mstep: Class 13 contains 121113 members 
Mstep: Class 14 contains 55921 members 
Mstep: Class 15 contains 127860 members 
Mstep: Class 16 contains 42100 members 
Mstep: Class 17 contains 1320 members 
Mstep: Class 18 contains 10342 members 
Mstep: Class 19 contains 10016 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 3244 members 
Mstep: Class 24 contains 1853 members 
Mstep: Class 25 contains 2554 members 
Mstep: Class 26 contains 2919 members 
Mstep: Class 27 contains 1535 members 
Mstep: Class 28 contains 123799 members 
Mstep: Class 29 contains 15728 members 
Mstep: Class 30 contains 1272 members 
Mstep: Class 31 contains 6233 members 
Mstep: Class 32 contains 1576 members 
Mstep: Class 33 contains 3275 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 5640 members 
Mstep: Class 36 contains 3807 members 
Mstep: Class 37 contains 2171 members 
Mstep: Class 38 contains 1720 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2613 members 
Mstep: Class 41 contains 745 members 
Mstep: Class 42 contains 113816 members 
Mstep: Class 43 contains 3897 members 
Mstep: Class 44 contains 2933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444016.000000 Penalty: 98476.570312
Iteration 144Q: 45 clusters Score -8.444402e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60050 members 
Mstep: Class 2 contains 20955 members 
Mstep: Class 3 contains 5804 members 
Mstep: Class 4 contains 18394 members 
Mstep: Class 5 contains 22153 members 
Mstep: Class 6 contains 51369 members 
Mstep: Class 7 contains 6610 members 
Mstep: Class 8 contains 62880 members 
Mstep: Class 9 contains 10053 members 
Mstep: Class 10 contains 995 members 
Mstep: Class 11 contains 8505 members 
Mstep: Class 12 contains 13889 members 
Mstep: Class 13 contains 121100 members 
Mstep: Class 14 contains 55922 members 
Mstep: Class 15 contains 127867 members 
Mstep: Class 16 contains 42098 members 
Mstep: Class 17 contains 1320 members 
Mstep: Class 18 contains 10343 members 
Mstep: Class 19 contains 10021 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 1198 members 
Mstep: Class 23 contains 3243 members 
Mstep: Class 24 contains 1853 members 
Mstep: Class 25 contains 2548 members 
Mstep: Class 26 contains 2919 members 
Mstep: Class 27 contains 1535 members 
Mstep: Class 28 contains 123800 members 
Mstep: Class 29 contains 15729 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 6250 members 
Mstep: Class 32 contains 1576 members 
Mstep: Class 33 contains 3276 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 5639 members 
Mstep: Class 36 contains 3807 members 
Mstep: Class 37 contains 2171 members 
Mstep: Class 38 contains 1723 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2613 members 
Mstep: Class 41 contains 745 members 
Mstep: Class 42 contains 113779 members 
Mstep: Class 43 contains 3917 members 
Mstep: Class 44 contains 2934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444104.000000 Penalty: 98476.570312
Iteration 145Q: 45 clusters Score -8.44441e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60051 members 
Mstep: Class 2 contains 20958 members 
Mstep: Class 3 contains 5824 members 
Mstep: Class 4 contains 18394 members 
Mstep: Class 5 contains 22154 members 
Mstep: Class 6 contains 51369 members 
Mstep: Class 7 contains 6577 members 
Mstep: Class 8 contains 62872 members 
Mstep: Class 9 contains 10056 members 
Mstep: Class 10 contains 995 members 
Mstep: Class 11 contains 8507 members 
Mstep: Class 12 contains 13903 members 
Mstep: Class 13 contains 121085 members 
Mstep: Class 14 contains 55925 members 
Mstep: Class 15 contains 127864 members 
Mstep: Class 16 contains 42098 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 10344 members 
Mstep: Class 19 contains 10021 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 1198 members 
Mstep: Class 23 contains 3244 members 
Mstep: Class 24 contains 1853 members 
Mstep: Class 25 contains 2537 members 
Mstep: Class 26 contains 2918 members 
Mstep: Class 27 contains 1534 members 
Mstep: Class 28 contains 123797 members 
Mstep: Class 29 contains 15727 members 
Mstep: Class 30 contains 1275 members 
Mstep: Class 31 contains 6280 members 
Mstep: Class 32 contains 1576 members 
Mstep: Class 33 contains 3277 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 5638 members 
Mstep: Class 36 contains 3810 members 
Mstep: Class 37 contains 2171 members 
Mstep: Class 38 contains 1724 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2613 members 
Mstep: Class 41 contains 745 members 
Mstep: Class 42 contains 113755 members 
Mstep: Class 43 contains 3933 members 
Mstep: Class 44 contains 2935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443960.000000 Penalty: 98476.570312
Iteration 146Q: 45 clusters Score -8.444396e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60049 members 
Mstep: Class 2 contains 20961 members 
Mstep: Class 3 contains 5849 members 
Mstep: Class 4 contains 18394 members 
Mstep: Class 5 contains 22155 members 
Mstep: Class 6 contains 51369 members 
Mstep: Class 7 contains 6538 members 
Mstep: Class 8 contains 62871 members 
Mstep: Class 9 contains 10061 members 
Mstep: Class 10 contains 995 members 
Mstep: Class 11 contains 8507 members 
Mstep: Class 12 contains 13909 members 
Mstep: Class 13 contains 121069 members 
Mstep: Class 14 contains 55927 members 
Mstep: Class 15 contains 127862 members 
Mstep: Class 16 contains 42099 members 
Mstep: Class 17 contains 1317 members 
Mstep: Class 18 contains 10345 members 
Mstep: Class 19 contains 10023 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 3246 members 
Mstep: Class 24 contains 1853 members 
Mstep: Class 25 contains 2527 members 
Mstep: Class 26 contains 2916 members 
Mstep: Class 27 contains 1533 members 
Mstep: Class 28 contains 123797 members 
Mstep: Class 29 contains 15729 members 
Mstep: Class 30 contains 1276 members 
Mstep: Class 31 contains 6312 members 
Mstep: Class 32 contains 1576 members 
Mstep: Class 33 contains 3278 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 5638 members 
Mstep: Class 36 contains 3813 members 
Mstep: Class 37 contains 2172 members 
Mstep: Class 38 contains 1725 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2613 members 
Mstep: Class 41 contains 745 members 
Mstep: Class 42 contains 113717 members 
Mstep: Class 43 contains 3956 members 
Mstep: Class 44 contains 2937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443952.000000 Penalty: 98476.570312
Iteration 147Q: 45 clusters Score -8.444395e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60047 members 
Mstep: Class 2 contains 20969 members 
Mstep: Class 3 contains 5866 members 
Mstep: Class 4 contains 18394 members 
Mstep: Class 5 contains 22146 members 
Mstep: Class 6 contains 51369 members 
Mstep: Class 7 contains 6499 members 
Mstep: Class 8 contains 62870 members 
Mstep: Class 9 contains 10067 members 
Mstep: Class 10 contains 995 members 
Mstep: Class 11 contains 8511 members 
Mstep: Class 12 contains 13917 members 
Mstep: Class 13 contains 121058 members 
Mstep: Class 14 contains 55927 members 
Mstep: Class 15 contains 127868 members 
Mstep: Class 16 contains 42100 members 
Mstep: Class 17 contains 1320 members 
Mstep: Class 18 contains 10345 members 
Mstep: Class 19 contains 10025 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 3248 members 
Mstep: Class 24 contains 1854 members 
Mstep: Class 25 contains 2515 members 
Mstep: Class 26 contains 2915 members 
Mstep: Class 27 contains 1533 members 
Mstep: Class 28 contains 123795 members 
Mstep: Class 29 contains 15729 members 
Mstep: Class 30 contains 1276 members 
Mstep: Class 31 contains 6345 members 
Mstep: Class 32 contains 1576 members 
Mstep: Class 33 contains 3277 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 5640 members 
Mstep: Class 36 contains 3815 members 
Mstep: Class 37 contains 2172 members 
Mstep: Class 38 contains 1725 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2613 members 
Mstep: Class 41 contains 745 members 
Mstep: Class 42 contains 113673 members 
Mstep: Class 43 contains 3982 members 
Mstep: Class 44 contains 2938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444000.000000 Penalty: 98476.570312
Iteration 148Q: 45 clusters Score -8.4444e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60046 members 
Mstep: Class 2 contains 20982 members 
Mstep: Class 3 contains 5882 members 
Mstep: Class 4 contains 18394 members 
Mstep: Class 5 contains 22139 members 
Mstep: Class 6 contains 51369 members 
Mstep: Class 7 contains 6468 members 
Mstep: Class 8 contains 62866 members 
Mstep: Class 9 contains 10072 members 
Mstep: Class 10 contains 995 members 
Mstep: Class 11 contains 8508 members 
Mstep: Class 12 contains 13919 members 
Mstep: Class 13 contains 121048 members 
Mstep: Class 14 contains 55930 members 
Mstep: Class 15 contains 127868 members 
Mstep: Class 16 contains 42099 members 
Mstep: Class 17 contains 1321 members 
Mstep: Class 18 contains 10344 members 
Mstep: Class 19 contains 10025 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 1198 members 
Mstep: Class 23 contains 3253 members 
Mstep: Class 24 contains 1854 members 
Mstep: Class 25 contains 2503 members 
Mstep: Class 26 contains 2912 members 
Mstep: Class 27 contains 1533 members 
Mstep: Class 28 contains 123792 members 
Mstep: Class 29 contains 15728 members 
Mstep: Class 30 contains 1276 members 
Mstep: Class 31 contains 6379 members 
Mstep: Class 32 contains 1576 members 
Mstep: Class 33 contains 3279 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 5639 members 
Mstep: Class 36 contains 3817 members 
Mstep: Class 37 contains 2172 members 
Mstep: Class 38 contains 1725 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2613 members 
Mstep: Class 41 contains 745 members 
Mstep: Class 42 contains 113633 members 
Mstep: Class 43 contains 4014 members 
Mstep: Class 44 contains 2940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444096.000000 Penalty: 98476.570312
Iteration 149Q: 45 clusters Score -8.44441e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60045 members 
Mstep: Class 2 contains 20992 members 
Mstep: Class 3 contains 5893 members 
Mstep: Class 4 contains 18394 members 
Mstep: Class 5 contains 22128 members 
Mstep: Class 6 contains 51369 members 
Mstep: Class 7 contains 6439 members 
Mstep: Class 8 contains 62860 members 
Mstep: Class 9 contains 10076 members 
Mstep: Class 10 contains 995 members 
Mstep: Class 11 contains 8510 members 
Mstep: Class 12 contains 13918 members 
Mstep: Class 13 contains 121043 members 
Mstep: Class 14 contains 55934 members 
Mstep: Class 15 contains 127858 members 
Mstep: Class 16 contains 42093 members 
Mstep: Class 17 contains 1321 members 
Mstep: Class 18 contains 10342 members 
Mstep: Class 19 contains 10023 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 1198 members 
Mstep: Class 23 contains 3254 members 
Mstep: Class 24 contains 1854 members 
Mstep: Class 25 contains 2491 members 
Mstep: Class 26 contains 2911 members 
Mstep: Class 27 contains 1533 members 
Mstep: Class 28 contains 123791 members 
Mstep: Class 29 contains 15727 members 
Mstep: Class 30 contains 1276 members 
Mstep: Class 31 contains 6412 members 
Mstep: Class 32 contains 1576 members 
Mstep: Class 33 contains 3279 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 5640 members 
Mstep: Class 36 contains 3817 members 
Mstep: Class 37 contains 2172 members 
Mstep: Class 38 contains 1725 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2613 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 113607 members 
Mstep: Class 43 contains 4058 members 
Mstep: Class 44 contains 2943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444224.000000 Penalty: 98476.570312
Iteration 150Q: 45 clusters Score -8.444422e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60043 members 
Mstep: Class 2 contains 21003 members 
Mstep: Class 3 contains 5909 members 
Mstep: Class 4 contains 18394 members 
Mstep: Class 5 contains 22113 members 
Mstep: Class 6 contains 51369 members 
Mstep: Class 7 contains 6409 members 
Mstep: Class 8 contains 62860 members 
Mstep: Class 9 contains 10080 members 
Mstep: Class 10 contains 995 members 
Mstep: Class 11 contains 8512 members 
Mstep: Class 12 contains 13919 members 
Mstep: Class 13 contains 121041 members 
Mstep: Class 14 contains 55940 members 
Mstep: Class 15 contains 127849 members 
Mstep: Class 16 contains 42091 members 
Mstep: Class 17 contains 1320 members 
Mstep: Class 18 contains 10343 members 
Mstep: Class 19 contains 10024 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 1853 members 
Mstep: Class 25 contains 2476 members 
Mstep: Class 26 contains 2906 members 
Mstep: Class 27 contains 1533 members 
Mstep: Class 28 contains 123787 members 
Mstep: Class 29 contains 15727 members 
Mstep: Class 30 contains 1279 members 
Mstep: Class 31 contains 6449 members 
Mstep: Class 32 contains 1577 members 
Mstep: Class 33 contains 3278 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 5641 members 
Mstep: Class 36 contains 3822 members 
Mstep: Class 37 contains 2173 members 
Mstep: Class 38 contains 1725 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2613 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 113562 members 
Mstep: Class 43 contains 4104 members 
Mstep: Class 44 contains 2943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444096.000000 Penalty: 98476.570312
Iteration 151Q: 45 clusters Score -8.44441e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60041 members 
Mstep: Class 2 contains 21016 members 
Mstep: Class 3 contains 5929 members 
Mstep: Class 4 contains 18394 members 
Mstep: Class 5 contains 22094 members 
Mstep: Class 6 contains 51369 members 
Mstep: Class 7 contains 6386 members 
Mstep: Class 8 contains 62862 members 
Mstep: Class 9 contains 10082 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 8519 members 
Mstep: Class 12 contains 13924 members 
Mstep: Class 13 contains 121042 members 
Mstep: Class 14 contains 55944 members 
Mstep: Class 15 contains 127845 members 
Mstep: Class 16 contains 42089 members 
Mstep: Class 17 contains 1318 members 
Mstep: Class 18 contains 10343 members 
Mstep: Class 19 contains 10020 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 1196 members 
Mstep: Class 23 contains 3248 members 
Mstep: Class 24 contains 1852 members 
Mstep: Class 25 contains 2456 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 1533 members 
Mstep: Class 28 contains 123789 members 
Mstep: Class 29 contains 15728 members 
Mstep: Class 30 contains 1282 members 
Mstep: Class 31 contains 6480 members 
Mstep: Class 32 contains 1578 members 
Mstep: Class 33 contains 3279 members 
Mstep: Class 34 contains 1180 members 
Mstep: Class 35 contains 5642 members 
Mstep: Class 36 contains 3823 members 
Mstep: Class 37 contains 2173 members 
Mstep: Class 38 contains 1725 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2613 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 113500 members 
Mstep: Class 43 contains 4152 members 
Mstep: Class 44 contains 2942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444088.000000 Penalty: 98476.570312
Iteration 152Q: 45 clusters Score -8.444409e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60037 members 
Mstep: Class 2 contains 21022 members 
Mstep: Class 3 contains 5947 members 
Mstep: Class 4 contains 18394 members 
Mstep: Class 5 contains 22082 members 
Mstep: Class 6 contains 51369 members 
Mstep: Class 7 contains 6346 members 
Mstep: Class 8 contains 62867 members 
Mstep: Class 9 contains 10087 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 8519 members 
Mstep: Class 12 contains 13927 members 
Mstep: Class 13 contains 121042 members 
Mstep: Class 14 contains 55946 members 
Mstep: Class 15 contains 127849 members 
Mstep: Class 16 contains 42089 members 
Mstep: Class 17 contains 1318 members 
Mstep: Class 18 contains 10343 members 
Mstep: Class 19 contains 10018 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 1196 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 1851 members 
Mstep: Class 25 contains 2442 members 
Mstep: Class 26 contains 2904 members 
Mstep: Class 27 contains 1534 members 
Mstep: Class 28 contains 123790 members 
Mstep: Class 29 contains 15726 members 
Mstep: Class 30 contains 1282 members 
Mstep: Class 31 contains 6523 members 
Mstep: Class 32 contains 1579 members 
Mstep: Class 33 contains 3278 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 3826 members 
Mstep: Class 37 contains 2174 members 
Mstep: Class 38 contains 1725 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2612 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 113437 members 
Mstep: Class 43 contains 4192 members 
Mstep: Class 44 contains 2946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444072.000000 Penalty: 98476.570312
Iteration 153Q: 45 clusters Score -8.444407e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60038 members 
Mstep: Class 2 contains 21026 members 
Mstep: Class 3 contains 5963 members 
Mstep: Class 4 contains 18394 members 
Mstep: Class 5 contains 22069 members 
Mstep: Class 6 contains 51369 members 
Mstep: Class 7 contains 6316 members 
Mstep: Class 8 contains 62868 members 
Mstep: Class 9 contains 10094 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 8516 members 
Mstep: Class 12 contains 13931 members 
Mstep: Class 13 contains 121042 members 
Mstep: Class 14 contains 55947 members 
Mstep: Class 15 contains 127851 members 
Mstep: Class 16 contains 42090 members 
Mstep: Class 17 contains 1320 members 
Mstep: Class 18 contains 10344 members 
Mstep: Class 19 contains 10012 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 3254 members 
Mstep: Class 24 contains 1847 members 
Mstep: Class 25 contains 2425 members 
Mstep: Class 26 contains 2903 members 
Mstep: Class 27 contains 1535 members 
Mstep: Class 28 contains 123795 members 
Mstep: Class 29 contains 15725 members 
Mstep: Class 30 contains 1283 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 1580 members 
Mstep: Class 33 contains 3278 members 
Mstep: Class 34 contains 1178 members 
Mstep: Class 35 contains 5645 members 
Mstep: Class 36 contains 3827 members 
Mstep: Class 37 contains 2174 members 
Mstep: Class 38 contains 1725 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2612 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 113375 members 
Mstep: Class 43 contains 4233 members 
Mstep: Class 44 contains 2949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444144.000000 Penalty: 98476.570312
Iteration 154Q: 45 clusters Score -8.444414e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60038 members 
Mstep: Class 2 contains 21028 members 
Mstep: Class 3 contains 5973 members 
Mstep: Class 4 contains 18394 members 
Mstep: Class 5 contains 22056 members 
Mstep: Class 6 contains 51369 members 
Mstep: Class 7 contains 6298 members 
Mstep: Class 8 contains 62869 members 
Mstep: Class 9 contains 10101 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 8513 members 
Mstep: Class 12 contains 13933 members 
Mstep: Class 13 contains 121041 members 
Mstep: Class 14 contains 55951 members 
Mstep: Class 15 contains 127859 members 
Mstep: Class 16 contains 42089 members 
Mstep: Class 17 contains 1322 members 
Mstep: Class 18 contains 10345 members 
Mstep: Class 19 contains 9999 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 1198 members 
Mstep: Class 23 contains 3257 members 
Mstep: Class 24 contains 1848 members 
Mstep: Class 25 contains 2414 members 
Mstep: Class 26 contains 2903 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 123801 members 
Mstep: Class 29 contains 15725 members 
Mstep: Class 30 contains 1282 members 
Mstep: Class 31 contains 6590 members 
Mstep: Class 32 contains 1580 members 
Mstep: Class 33 contains 3279 members 
Mstep: Class 34 contains 1177 members 
Mstep: Class 35 contains 5647 members 
Mstep: Class 36 contains 3829 members 
Mstep: Class 37 contains 2174 members 
Mstep: Class 38 contains 1725 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2612 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 113315 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 2949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444128.000000 Penalty: 98476.570312
Iteration 155Q: 45 clusters Score -8.444413e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60039 members 
Mstep: Class 2 contains 21030 members 
Mstep: Class 3 contains 5986 members 
Mstep: Class 4 contains 18393 members 
Mstep: Class 5 contains 22053 members 
Mstep: Class 6 contains 51369 members 
Mstep: Class 7 contains 6279 members 
Mstep: Class 8 contains 62867 members 
Mstep: Class 9 contains 10102 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 8511 members 
Mstep: Class 12 contains 13937 members 
Mstep: Class 13 contains 121039 members 
Mstep: Class 14 contains 55960 members 
Mstep: Class 15 contains 127859 members 
Mstep: Class 16 contains 42085 members 
Mstep: Class 17 contains 1326 members 
Mstep: Class 18 contains 10347 members 
Mstep: Class 19 contains 9994 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 1198 members 
Mstep: Class 23 contains 3262 members 
Mstep: Class 24 contains 1850 members 
Mstep: Class 25 contains 2409 members 
Mstep: Class 26 contains 2902 members 
Mstep: Class 27 contains 1540 members 
Mstep: Class 28 contains 123806 members 
Mstep: Class 29 contains 15725 members 
Mstep: Class 30 contains 1280 members 
Mstep: Class 31 contains 6625 members 
Mstep: Class 32 contains 1580 members 
Mstep: Class 33 contains 3279 members 
Mstep: Class 34 contains 1175 members 
Mstep: Class 35 contains 5646 members 
Mstep: Class 36 contains 3823 members 
Mstep: Class 37 contains 2174 members 
Mstep: Class 38 contains 1725 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2613 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 113263 members 
Mstep: Class 43 contains 4291 members 
Mstep: Class 44 contains 2950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444136.000000 Penalty: 98476.570312
Iteration 156Q: 45 clusters Score -8.444414e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60039 members 
Mstep: Class 2 contains 21039 members 
Mstep: Class 3 contains 6004 members 
Mstep: Class 4 contains 18394 members 
Mstep: Class 5 contains 22047 members 
Mstep: Class 6 contains 51368 members 
Mstep: Class 7 contains 6266 members 
Mstep: Class 8 contains 62869 members 
Mstep: Class 9 contains 10101 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 8513 members 
Mstep: Class 12 contains 13942 members 
Mstep: Class 13 contains 121034 members 
Mstep: Class 14 contains 55968 members 
Mstep: Class 15 contains 127856 members 
Mstep: Class 16 contains 42085 members 
Mstep: Class 17 contains 1328 members 
Mstep: Class 18 contains 10348 members 
Mstep: Class 19 contains 9984 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 1198 members 
Mstep: Class 23 contains 3270 members 
Mstep: Class 24 contains 1849 members 
Mstep: Class 25 contains 2399 members 
Mstep: Class 26 contains 2900 members 
Mstep: Class 27 contains 1542 members 
Mstep: Class 28 contains 123815 members 
Mstep: Class 29 contains 15725 members 
Mstep: Class 30 contains 1279 members 
Mstep: Class 31 contains 6649 members 
Mstep: Class 32 contains 1580 members 
Mstep: Class 33 contains 3278 members 
Mstep: Class 34 contains 1172 members 
Mstep: Class 35 contains 5645 members 
Mstep: Class 36 contains 3826 members 
Mstep: Class 37 contains 2174 members 
Mstep: Class 38 contains 1725 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2613 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 113209 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 2951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444256.000000 Penalty: 98476.570312
Iteration 157Q: 45 clusters Score -8.444426e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60038 members 
Mstep: Class 2 contains 21046 members 
Mstep: Class 3 contains 6019 members 
Mstep: Class 4 contains 18396 members 
Mstep: Class 5 contains 22038 members 
Mstep: Class 6 contains 51366 members 
Mstep: Class 7 contains 6249 members 
Mstep: Class 8 contains 62870 members 
Mstep: Class 9 contains 10110 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 8519 members 
Mstep: Class 12 contains 13947 members 
Mstep: Class 13 contains 121033 members 
Mstep: Class 14 contains 55972 members 
Mstep: Class 15 contains 127859 members 
Mstep: Class 16 contains 42081 members 
Mstep: Class 17 contains 1327 members 
Mstep: Class 18 contains 10351 members 
Mstep: Class 19 contains 9984 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 1198 members 
Mstep: Class 23 contains 3270 members 
Mstep: Class 24 contains 1848 members 
Mstep: Class 25 contains 2388 members 
Mstep: Class 26 contains 2899 members 
Mstep: Class 27 contains 1543 members 
Mstep: Class 28 contains 123820 members 
Mstep: Class 29 contains 15724 members 
Mstep: Class 30 contains 1278 members 
Mstep: Class 31 contains 6678 members 
Mstep: Class 32 contains 1580 members 
Mstep: Class 33 contains 3278 members 
Mstep: Class 34 contains 1172 members 
Mstep: Class 35 contains 5646 members 
Mstep: Class 36 contains 3825 members 
Mstep: Class 37 contains 2173 members 
Mstep: Class 38 contains 1725 members 
Mstep: Class 39 contains 702 members 
Mstep: Class 40 contains 2613 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 113143 members 
Mstep: Class 43 contains 4333 members 
Mstep: Class 44 contains 2954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444240.000000 Penalty: 98476.570312
Iteration 158Q: 45 clusters Score -8.444424e+07 nChanged 182
Entering ConstructFrom: 
Score: -84444240.000000 Penalty: 98476.570312
Entering ConstructFrom: 
Trying to split cluster 1 (60037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60037 members 
Entering Unmasked Estep 
Score: -5512383.000000 Penalty: 1787.941406
	Iteration 0F: 2 clusters Score -5512383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -5472212.500000 Penalty: 3575.882812
	Iteration 0F: 3 clusters Score -5472212 nChanged 28420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -5488338.500000 Penalty: 3575.882812
	Iteration 1F: 3 clusters Score -5488338 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -5488655.500000 Penalty: 3575.882812
	Iteration 2Q: 3 clusters Score -5488656 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -5488977.000000 Penalty: 3575.882812
	Iteration 3Q: 3 clusters Score -5488977 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -5489250.000000 Penalty: 3575.882812
	Iteration 4Q: 3 clusters Score -5489250 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -5489475.000000 Penalty: 3575.882812
	Iteration 5Q: 3 clusters Score -5489475 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -5489757.500000 Penalty: 3575.882812
	Iteration 6Q: 3 clusters Score -5489758 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -5490148.500000 Penalty: 3575.882812
	Iteration 7Q: 3 clusters Score -5490148 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -5490715.000000 Penalty: 3575.882812
	Iteration 8Q: 3 clusters Score -5490715 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -5491609.500000 Penalty: 3575.882812
	Iteration 9Q: 3 clusters Score -5491610 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -5492998.000000 Penalty: 3575.882812
	Iteration 10Q: 3 clusters Score -5492998 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -5495198.500000 Penalty: 3575.882812
	Iteration 11F: 3 clusters Score -5495198 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44908 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -5498185.500000 Penalty: 3575.882812
	Iteration 12F: 3 clusters Score -5498186 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -5501541.000000 Penalty: 3575.882812
	Iteration 13F: 3 clusters Score -5501541 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52152 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -5504436.500000 Penalty: 3575.882812
	Iteration 14F: 3 clusters Score -5504436 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54683 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -5506588.500000 Penalty: 3575.882812
	Iteration 15Q: 3 clusters Score -5506588 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56542 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -5508123.000000 Penalty: 3575.882812
	Iteration 16Q: 3 clusters Score -5508123 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57812 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -5509188.000000 Penalty: 3575.882812
	Iteration 17Q: 3 clusters Score -5509188 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58635 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5509854.500000 Penalty: 3575.882812
	Iteration 18Q: 3 clusters Score -5509854 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59163 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -5510289.500000 Penalty: 3575.882812
	Iteration 19Q: 3 clusters Score -5510290 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59443 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5510518.500000 Penalty: 3575.882812
	Iteration 20F: 3 clusters Score -5510518 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59604 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5510679.500000 Penalty: 3575.882812
	Iteration 21Q: 3 clusters Score -5510680 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59690 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5510757.000000 Penalty: 3575.882812
	Iteration 22Q: 3 clusters Score -5510757 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59729 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5510797.500000 Penalty: 3575.882812
	Iteration 23Q: 3 clusters Score -5510798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59751 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5510834.000000 Penalty: 3575.882812
	Iteration 24Q: 3 clusters Score -5510834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59764 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5510850.000000 Penalty: 3575.882812
	Iteration 25Q: 3 clusters Score -5510850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59772 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5510859.000000 Penalty: 3575.882812
	Iteration 26Q: 3 clusters Score -5510859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59777 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5510867.000000 Penalty: 3575.882812
	Iteration 27Q: 3 clusters Score -5510867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59779 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5510867.500000 Penalty: 3575.882812
	Iteration 28Q: 3 clusters Score -5510868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59783 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5510868.500000 Penalty: 3575.882812
	Iteration 29Q: 3 clusters Score -5510868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59782 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5510868.000000 Penalty: 3575.882812
	Iteration 30Q: 3 clusters Score -5510868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59785 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5510875.000000 Penalty: 3575.882812
	Iteration 31Q: 3 clusters Score -5510875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59787 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5510875.500000 Penalty: 3575.882812
	Iteration 32Q: 3 clusters Score -5510876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59789 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5510880.000000 Penalty: 3575.882812
	Iteration 33Q: 3 clusters Score -5510880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59791 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5510878.000000 Penalty: 3575.882812
	Iteration 34Q: 3 clusters Score -5510878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59792 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5510882.500000 Penalty: 3575.882812
	Iteration 35Q: 3 clusters Score -5510882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59793 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5510886.000000 Penalty: 3575.882812
	Iteration 36Q: 3 clusters Score -5510886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59793 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5510886.000000 Penalty: 3575.882812
	Iteration 37F: 3 clusters Score -5510886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Entering Unmasked Estep 
Score: -1743672.125000 Penalty: 1617.639282
	Iteration 0F: 2 clusters Score -1743672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1729465.375000 Penalty: 3235.278564
	Iteration 0F: 3 clusters Score -1729465 nChanged 9514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1735084.000000 Penalty: 3235.278564
	Iteration 1F: 3 clusters Score -1735084 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1735708.750000 Penalty: 3235.278564
	Iteration 2F: 3 clusters Score -1735709 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1736281.625000 Penalty: 3235.278564
	Iteration 3F: 3 clusters Score -1736282 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1736830.500000 Penalty: 3235.278564
	Iteration 4F: 3 clusters Score -1736830 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1737291.625000 Penalty: 3235.278564
	Iteration 5F: 3 clusters Score -1737292 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1737688.125000 Penalty: 3235.278564
	Iteration 6Q: 3 clusters Score -1737688 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1738072.750000 Penalty: 3235.278564
	Iteration 7Q: 3 clusters Score -1738073 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1738458.375000 Penalty: 3235.278564
	Iteration 8Q: 3 clusters Score -1738458 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1738843.000000 Penalty: 3235.278564
	Iteration 9Q: 3 clusters Score -1738843 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1739198.375000 Penalty: 3235.278564
	Iteration 10Q: 3 clusters Score -1739198 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1739543.750000 Penalty: 3235.278564
	Iteration 11Q: 3 clusters Score -1739544 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1739870.625000 Penalty: 3235.278564
	Iteration 12Q: 3 clusters Score -1739871 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1740110.875000 Penalty: 3235.278564
	Iteration 13Q: 3 clusters Score -1740111 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1740308.250000 Penalty: 3235.278564
	Iteration 14Q: 3 clusters Score -1740308 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1740459.000000 Penalty: 3235.278564
	Iteration 15Q: 3 clusters Score -1740459 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -1740583.375000 Penalty: 3235.278564
	Iteration 16Q: 3 clusters Score -1740583 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1740690.875000 Penalty: 3235.278564
	Iteration 17Q: 3 clusters Score -1740691 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -1740793.750000 Penalty: 3235.278564
	Iteration 18Q: 3 clusters Score -1740794 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -1740879.750000 Penalty: 3235.278564
	Iteration 19Q: 3 clusters Score -1740880 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -1740959.000000 Penalty: 3235.278564
	Iteration 20F: 3 clusters Score -1740959 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -1741030.000000 Penalty: 3235.278564
	Iteration 21Q: 3 clusters Score -1741030 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -1741101.875000 Penalty: 3235.278564
	Iteration 22Q: 3 clusters Score -1741102 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -1741182.250000 Penalty: 3235.278564
	Iteration 23Q: 3 clusters Score -1741182 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -1741261.250000 Penalty: 3235.278564
	Iteration 24Q: 3 clusters Score -1741261 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -1741337.625000 Penalty: 3235.278564
	Iteration 25Q: 3 clusters Score -1741338 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -1741420.000000 Penalty: 3235.278564
	Iteration 26Q: 3 clusters Score -1741420 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -1741509.125000 Penalty: 3235.278564
	Iteration 27Q: 3 clusters Score -1741509 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -1741604.000000 Penalty: 3235.278564
	Iteration 28Q: 3 clusters Score -1741604 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -1741691.625000 Penalty: 3235.278564
	Iteration 29Q: 3 clusters Score -1741692 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -1741767.625000 Penalty: 3235.278564
	Iteration 30Q: 3 clusters Score -1741768 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -1741837.250000 Penalty: 3235.278564
	Iteration 31Q: 3 clusters Score -1741837 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -1741886.875000 Penalty: 3235.278564
	Iteration 32Q: 3 clusters Score -1741887 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -1741931.500000 Penalty: 3235.278564
	Iteration 33Q: 3 clusters Score -1741932 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -1741983.000000 Penalty: 3235.278564
	Iteration 34Q: 3 clusters Score -1741983 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -1742032.125000 Penalty: 3235.278564
	Iteration 35Q: 3 clusters Score -1742032 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -1742063.375000 Penalty: 3235.278564
	Iteration 36Q: 3 clusters Score -1742063 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -1742096.000000 Penalty: 3235.278564
	Iteration 37Q: 3 clusters Score -1742096 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -1742125.375000 Penalty: 3235.278564
	Iteration 38Q: 3 clusters Score -1742125 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -1742147.500000 Penalty: 3235.278564
	Iteration 39Q: 3 clusters Score -1742148 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -1742171.500000 Penalty: 3235.278564
	Iteration 40F: 3 clusters Score -1742172 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -1742198.125000 Penalty: 3235.278564
	Iteration 41Q: 3 clusters Score -1742198 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -1742230.875000 Penalty: 3235.278564
	Iteration 42Q: 3 clusters Score -1742231 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -1742264.250000 Penalty: 3235.278564
	Iteration 43Q: 3 clusters Score -1742264 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -1742291.875000 Penalty: 3235.278564
	Iteration 44Q: 3 clusters Score -1742292 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -1742313.500000 Penalty: 3235.278564
	Iteration 45Q: 3 clusters Score -1742314 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -1742334.375000 Penalty: 3235.278564
	Iteration 46Q: 3 clusters Score -1742334 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -1742351.000000 Penalty: 3235.278564
	Iteration 47Q: 3 clusters Score -1742351 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -1742379.500000 Penalty: 3235.278564
	Iteration 48Q: 3 clusters Score -1742380 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -1742406.750000 Penalty: 3235.278564
	Iteration 49Q: 3 clusters Score -1742407 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -1742446.250000 Penalty: 3235.278564
	Iteration 50Q: 3 clusters Score -1742446 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -1742480.375000 Penalty: 3235.278564
	Iteration 51Q: 3 clusters Score -1742480 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -1742526.250000 Penalty: 3235.278564
	Iteration 52Q: 3 clusters Score -1742526 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -1742586.625000 Penalty: 3235.278564
	Iteration 53Q: 3 clusters Score -1742587 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -1742648.625000 Penalty: 3235.278564
	Iteration 54Q: 3 clusters Score -1742649 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -1742699.625000 Penalty: 3235.278564
	Iteration 55Q: 3 clusters Score -1742700 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -1742734.125000 Penalty: 3235.278564
	Iteration 56Q: 3 clusters Score -1742734 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -1742768.375000 Penalty: 3235.278564
	Iteration 57Q: 3 clusters Score -1742768 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -1742788.500000 Penalty: 3235.278564
	Iteration 58Q: 3 clusters Score -1742788 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -1742805.500000 Penalty: 3235.278564
	Iteration 59Q: 3 clusters Score -1742806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -1742817.750000 Penalty: 3235.278564
	Iteration 60F: 3 clusters Score -1742818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -1742829.875000 Penalty: 3235.278564
	Iteration 61Q: 3 clusters Score -1742830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -1742838.500000 Penalty: 3235.278564
	Iteration 62Q: 3 clusters Score -1742838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -1742847.375000 Penalty: 3235.278564
	Iteration 63Q: 3 clusters Score -1742847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -1742856.125000 Penalty: 3235.278564
	Iteration 64Q: 3 clusters Score -1742856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -1742864.750000 Penalty: 3235.278564
	Iteration 65Q: 3 clusters Score -1742865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -1742870.625000 Penalty: 3235.278564
	Iteration 66Q: 3 clusters Score -1742871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -1742876.625000 Penalty: 3235.278564
	Iteration 67Q: 3 clusters Score -1742877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -1742880.500000 Penalty: 3235.278564
	Iteration 68Q: 3 clusters Score -1742880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -1742883.375000 Penalty: 3235.278564
	Iteration 69Q: 3 clusters Score -1742883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -1742886.250000 Penalty: 3235.278564
	Iteration 70Q: 3 clusters Score -1742886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -1742884.250000 Penalty: 3235.278564
	Iteration 71Q: 3 clusters Score -1742884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -1742886.250000 Penalty: 3235.278564
	Iteration 72Q: 3 clusters Score -1742886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -1742888.625000 Penalty: 3235.278564
	Iteration 73Q: 3 clusters Score -1742889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -1742890.250000 Penalty: 3235.278564
	Iteration 74Q: 3 clusters Score -1742890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -1742891.500000 Penalty: 3235.278564
	Iteration 75Q: 3 clusters Score -1742892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -1742893.250000 Penalty: 3235.278564
	Iteration 76Q: 3 clusters Score -1742893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -1742896.250000 Penalty: 3235.278564
	Iteration 77Q: 3 clusters Score -1742896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -1742898.750000 Penalty: 3235.278564
	Iteration 78Q: 3 clusters Score -1742899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -1742900.875000 Penalty: 3235.278564
	Iteration 79Q: 3 clusters Score -1742901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -1742904.625000 Penalty: 3235.278564
	Iteration 80F: 3 clusters Score -1742905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -1742909.500000 Penalty: 3235.278564
	Iteration 81Q: 3 clusters Score -1742910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -1742913.875000 Penalty: 3235.278564
	Iteration 82Q: 3 clusters Score -1742914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -1742918.375000 Penalty: 3235.278564
	Iteration 83Q: 3 clusters Score -1742918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -1742921.375000 Penalty: 3235.278564
	Iteration 84Q: 3 clusters Score -1742921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -1742921.875000 Penalty: 3235.278564
	Iteration 85Q: 3 clusters Score -1742922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -1742922.250000 Penalty: 3235.278564
	Iteration 86Q: 3 clusters Score -1742922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -1742924.000000 Penalty: 3235.278564
	Iteration 87Q: 3 clusters Score -1742924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -1742923.375000 Penalty: 3235.278564
	Iteration 88Q: 3 clusters Score -1742923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -1742923.375000 Penalty: 3235.278564
	Iteration 89F: 3 clusters Score -1742923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Entering Unmasked Estep 
Score: -560270.562500 Penalty: 1414.427612
	Iteration 0F: 2 clusters Score -560270.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -555616.125000 Penalty: 2828.855225
	Iteration 0F: 3 clusters Score -555616.1 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -556929.875000 Penalty: 2828.855225
	Iteration 1F: 3 clusters Score -556929.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -557129.937500 Penalty: 2828.855225
	Iteration 2F: 3 clusters Score -557129.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -557286.562500 Penalty: 2828.855225
	Iteration 3F: 3 clusters Score -557286.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -557382.937500 Penalty: 2828.855225
	Iteration 4Q: 3 clusters Score -557382.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -557448.625000 Penalty: 2828.855225
	Iteration 5Q: 3 clusters Score -557448.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -557506.000000 Penalty: 2828.855225
	Iteration 6Q: 3 clusters Score -557506 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -557558.562500 Penalty: 2828.855225
	Iteration 7Q: 3 clusters Score -557558.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -557604.062500 Penalty: 2828.855225
	Iteration 8Q: 3 clusters Score -557604.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -557651.875000 Penalty: 2828.855225
	Iteration 9Q: 3 clusters Score -557651.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -557700.437500 Penalty: 2828.855225
	Iteration 10Q: 3 clusters Score -557700.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -557758.875000 Penalty: 2828.855225
	Iteration 11Q: 3 clusters Score -557758.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -557823.125000 Penalty: 2828.855225
	Iteration 12Q: 3 clusters Score -557823.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -557874.000000 Penalty: 2828.855225
	Iteration 13Q: 3 clusters Score -557874 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -557932.250000 Penalty: 2828.855225
	Iteration 14Q: 3 clusters Score -557932.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -558000.062500 Penalty: 2828.855225
	Iteration 15Q: 3 clusters Score -558000.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -558061.562500 Penalty: 2828.855225
	Iteration 16Q: 3 clusters Score -558061.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -558122.437500 Penalty: 2828.855225
	Iteration 17Q: 3 clusters Score -558122.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -558179.125000 Penalty: 2828.855225
	Iteration 18Q: 3 clusters Score -558179.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -558228.062500 Penalty: 2828.855225
	Iteration 19Q: 3 clusters Score -558228.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -558279.062500 Penalty: 2828.855225
	Iteration 20F: 3 clusters Score -558279.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -558331.687500 Penalty: 2828.855225
	Iteration 21Q: 3 clusters Score -558331.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -558366.937500 Penalty: 2828.855225
	Iteration 22Q: 3 clusters Score -558366.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -558397.562500 Penalty: 2828.855225
	Iteration 23Q: 3 clusters Score -558397.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -558418.687500 Penalty: 2828.855225
	Iteration 24Q: 3 clusters Score -558418.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -558429.375000 Penalty: 2828.855225
	Iteration 25Q: 3 clusters Score -558429.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -558436.312500 Penalty: 2828.855225
	Iteration 26Q: 3 clusters Score -558436.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -558442.687500 Penalty: 2828.855225
	Iteration 27Q: 3 clusters Score -558442.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -558447.000000 Penalty: 2828.855225
	Iteration 28Q: 3 clusters Score -558447 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -558450.750000 Penalty: 2828.855225
	Iteration 29Q: 3 clusters Score -558450.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -558454.625000 Penalty: 2828.855225
	Iteration 30Q: 3 clusters Score -558454.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -558458.500000 Penalty: 2828.855225
	Iteration 31Q: 3 clusters Score -558458.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -558461.500000 Penalty: 2828.855225
	Iteration 32Q: 3 clusters Score -558461.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -558461.875000 Penalty: 2828.855225
	Iteration 33Q: 3 clusters Score -558461.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -558464.187500 Penalty: 2828.855225
	Iteration 34Q: 3 clusters Score -558464.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -558464.125000 Penalty: 2828.855225
	Iteration 35Q: 3 clusters Score -558464.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -558466.062500 Penalty: 2828.855225
	Iteration 36Q: 3 clusters Score -558466.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -558466.875000 Penalty: 2828.855225
	Iteration 37Q: 3 clusters Score -558466.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -558467.750000 Penalty: 2828.855225
	Iteration 38Q: 3 clusters Score -558467.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -558469.437500 Penalty: 2828.855225
	Iteration 39Q: 3 clusters Score -558469.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -558470.125000 Penalty: 2828.855225
	Iteration 40F: 3 clusters Score -558470.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -558470.812500 Penalty: 2828.855225
	Iteration 41Q: 3 clusters Score -558470.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -558471.687500 Penalty: 2828.855225
	Iteration 42Q: 3 clusters Score -558471.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -558472.625000 Penalty: 2828.855225
	Iteration 43Q: 3 clusters Score -558472.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -558474.312500 Penalty: 2828.855225
	Iteration 44Q: 3 clusters Score -558474.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -558474.375000 Penalty: 2828.855225
	Iteration 45Q: 3 clusters Score -558474.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -558474.375000 Penalty: 2828.855225
	Iteration 46F: 3 clusters Score -558474.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Entering Unmasked Estep 
Score: -1494957.375000 Penalty: 1595.749512
	Iteration 0F: 2 clusters Score -1494957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1482433.125000 Penalty: 3191.499023
	Iteration 0F: 3 clusters Score -1482433 nChanged 8261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1487329.125000 Penalty: 3191.499023
	Iteration 1F: 3 clusters Score -1487329 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1488530.375000 Penalty: 3191.499023
	Iteration 2F: 3 clusters Score -1488530 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1490120.125000 Penalty: 3191.499023
	Iteration 3F: 3 clusters Score -1490120 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1491704.750000 Penalty: 3191.499023
	Iteration 4F: 3 clusters Score -1491705 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1492876.000000 Penalty: 3191.499023
	Iteration 5F: 3 clusters Score -1492876 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1493523.625000 Penalty: 3191.499023
	Iteration 6F: 3 clusters Score -1493524 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1493892.000000 Penalty: 3191.499023
	Iteration 7Q: 3 clusters Score -1493892 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1494090.000000 Penalty: 3191.499023
	Iteration 8Q: 3 clusters Score -1494090 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1494214.750000 Penalty: 3191.499023
	Iteration 9Q: 3 clusters Score -1494215 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1494315.500000 Penalty: 3191.499023
	Iteration 10Q: 3 clusters Score -1494316 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1494401.750000 Penalty: 3191.499023
	Iteration 11Q: 3 clusters Score -1494402 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1494452.000000 Penalty: 3191.499023
	Iteration 12Q: 3 clusters Score -1494452 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1494477.000000 Penalty: 3191.499023
	Iteration 13Q: 3 clusters Score -1494477 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1494504.875000 Penalty: 3191.499023
	Iteration 14Q: 3 clusters Score -1494505 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1494531.000000 Penalty: 3191.499023
	Iteration 15Q: 3 clusters Score -1494531 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1494542.125000 Penalty: 3191.499023
	Iteration 16Q: 3 clusters Score -1494542 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1494558.625000 Penalty: 3191.499023
	Iteration 17Q: 3 clusters Score -1494559 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1494571.000000 Penalty: 3191.499023
	Iteration 18Q: 3 clusters Score -1494571 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1494581.000000 Penalty: 3191.499023
	Iteration 19Q: 3 clusters Score -1494581 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1494599.125000 Penalty: 3191.499023
	Iteration 20F: 3 clusters Score -1494599 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1494617.125000 Penalty: 3191.499023
	Iteration 21Q: 3 clusters Score -1494617 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1494636.125000 Penalty: 3191.499023
	Iteration 22Q: 3 clusters Score -1494636 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1494644.500000 Penalty: 3191.499023
	Iteration 23Q: 3 clusters Score -1494644 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1494656.875000 Penalty: 3191.499023
	Iteration 24Q: 3 clusters Score -1494657 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1494664.875000 Penalty: 3191.499023
	Iteration 25Q: 3 clusters Score -1494665 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1494681.750000 Penalty: 3191.499023
	Iteration 26Q: 3 clusters Score -1494682 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1494702.250000 Penalty: 3191.499023
	Iteration 27Q: 3 clusters Score -1494702 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1494715.875000 Penalty: 3191.499023
	Iteration 28Q: 3 clusters Score -1494716 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1494721.875000 Penalty: 3191.499023
	Iteration 29Q: 3 clusters Score -1494722 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1494735.250000 Penalty: 3191.499023
	Iteration 30Q: 3 clusters Score -1494735 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1494744.000000 Penalty: 3191.499023
	Iteration 31Q: 3 clusters Score -1494744 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1494748.875000 Penalty: 3191.499023
	Iteration 32Q: 3 clusters Score -1494749 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1494751.000000 Penalty: 3191.499023
	Iteration 33Q: 3 clusters Score -1494751 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1494749.000000 Penalty: 3191.499023
	Iteration 34Q: 3 clusters Score -1494749 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1494754.875000 Penalty: 3191.499023
	Iteration 35Q: 3 clusters Score -1494755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1494753.625000 Penalty: 3191.499023
	Iteration 36Q: 3 clusters Score -1494754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1494756.000000 Penalty: 3191.499023
	Iteration 37Q: 3 clusters Score -1494756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1494755.875000 Penalty: 3191.499023
	Iteration 38Q: 3 clusters Score -1494756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1494759.750000 Penalty: 3191.499023
	Iteration 39Q: 3 clusters Score -1494760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1494759.250000 Penalty: 3191.499023
	Iteration 40F: 3 clusters Score -1494759 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1494761.000000 Penalty: 3191.499023
	Iteration 41Q: 3 clusters Score -1494761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1494762.000000 Penalty: 3191.499023
	Iteration 42Q: 3 clusters Score -1494762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1494764.625000 Penalty: 3191.499023
	Iteration 43Q: 3 clusters Score -1494765 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1494765.500000 Penalty: 3191.499023
	Iteration 44Q: 3 clusters Score -1494766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1494770.500000 Penalty: 3191.499023
	Iteration 45Q: 3 clusters Score -1494770 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1494773.375000 Penalty: 3191.499023
	Iteration 46Q: 3 clusters Score -1494773 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1494776.250000 Penalty: 3191.499023
	Iteration 47Q: 3 clusters Score -1494776 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1494774.750000 Penalty: 3191.499023
	Iteration 48Q: 3 clusters Score -1494775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1494775.625000 Penalty: 3191.499023
	Iteration 49Q: 3 clusters Score -1494776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1494778.625000 Penalty: 3191.499023
	Iteration 50Q: 3 clusters Score -1494779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1494777.250000 Penalty: 3191.499023
	Iteration 51Q: 3 clusters Score -1494777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1494783.125000 Penalty: 3191.499023
	Iteration 52Q: 3 clusters Score -1494783 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1494781.125000 Penalty: 3191.499023
	Iteration 53Q: 3 clusters Score -1494781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1494781.875000 Penalty: 3191.499023
	Iteration 54Q: 3 clusters Score -1494782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1494780.375000 Penalty: 3191.499023
	Iteration 55Q: 3 clusters Score -1494780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1494782.875000 Penalty: 3191.499023
	Iteration 56Q: 3 clusters Score -1494783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1494783.750000 Penalty: 3191.499023
	Iteration 57Q: 3 clusters Score -1494784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1494783.375000 Penalty: 3191.499023
	Iteration 58Q: 3 clusters Score -1494783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1494786.000000 Penalty: 3191.499023
	Iteration 59Q: 3 clusters Score -1494786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1494787.500000 Penalty: 3191.499023
	Iteration 60F: 3 clusters Score -1494788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1494788.875000 Penalty: 3191.499023
	Iteration 61Q: 3 clusters Score -1494789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1494796.000000 Penalty: 3191.499023
	Iteration 62Q: 3 clusters Score -1494796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1494798.625000 Penalty: 3191.499023
	Iteration 63Q: 3 clusters Score -1494799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1494803.125000 Penalty: 3191.499023
	Iteration 64Q: 3 clusters Score -1494803 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1494801.000000 Penalty: 3191.499023
	Iteration 65Q: 3 clusters Score -1494801 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1494805.375000 Penalty: 3191.499023
	Iteration 66Q: 3 clusters Score -1494805 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1494824.375000 Penalty: 3191.499023
	Iteration 67Q: 3 clusters Score -1494824 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1494851.000000 Penalty: 3191.499023
	Iteration 68Q: 3 clusters Score -1494851 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1494893.125000 Penalty: 3191.499023
	Iteration 69Q: 3 clusters Score -1494893 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1494932.750000 Penalty: 3191.499023
	Iteration 70Q: 3 clusters Score -1494933 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1494974.000000 Penalty: 3191.499023
	Iteration 71Q: 3 clusters Score -1494974 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1495003.125000 Penalty: 3191.499023
	Iteration 72Q: 3 clusters Score -1495003 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1495023.625000 Penalty: 3191.499023
	Iteration 73Q: 3 clusters Score -1495024 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1495057.875000 Penalty: 3191.499023
	Iteration 74Q: 3 clusters Score -1495058 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1495083.125000 Penalty: 3191.499023
	Iteration 75Q: 3 clusters Score -1495083 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1495100.250000 Penalty: 3191.499023
	Iteration 76Q: 3 clusters Score -1495100 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1495121.125000 Penalty: 3191.499023
	Iteration 77Q: 3 clusters Score -1495121 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1495126.250000 Penalty: 3191.499023
	Iteration 78Q: 3 clusters Score -1495126 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1495136.500000 Penalty: 3191.499023
	Iteration 79Q: 3 clusters Score -1495136 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1495149.375000 Penalty: 3191.499023
	Iteration 80F: 3 clusters Score -1495149 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1495150.750000 Penalty: 3191.499023
	Iteration 81Q: 3 clusters Score -1495151 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1495152.375000 Penalty: 3191.499023
	Iteration 82Q: 3 clusters Score -1495152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1495160.500000 Penalty: 3191.499023
	Iteration 83Q: 3 clusters Score -1495160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1495159.500000 Penalty: 3191.499023
	Iteration 84Q: 3 clusters Score -1495160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1495164.500000 Penalty: 3191.499023
	Iteration 85Q: 3 clusters Score -1495164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1495163.875000 Penalty: 3191.499023
	Iteration 86Q: 3 clusters Score -1495164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1495166.000000 Penalty: 3191.499023
	Iteration 87Q: 3 clusters Score -1495166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1495166.250000 Penalty: 3191.499023
	Iteration 88Q: 3 clusters Score -1495166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1495167.625000 Penalty: 3191.499023
	Iteration 89Q: 3 clusters Score -1495168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1495167.375000 Penalty: 3191.499023
	Iteration 90Q: 3 clusters Score -1495167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1495166.750000 Penalty: 3191.499023
	Iteration 91Q: 3 clusters Score -1495167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1495168.625000 Penalty: 3191.499023
	Iteration 92Q: 3 clusters Score -1495169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1495167.125000 Penalty: 3191.499023
	Iteration 93Q: 3 clusters Score -1495167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1495173.125000 Penalty: 3191.499023
	Iteration 94Q: 3 clusters Score -1495173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1495177.625000 Penalty: 3191.499023
	Iteration 95Q: 3 clusters Score -1495178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1495175.875000 Penalty: 3191.499023
	Iteration 96Q: 3 clusters Score -1495176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1495173.000000 Penalty: 3191.499023
	Iteration 97Q: 3 clusters Score -1495173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1495176.875000 Penalty: 3191.499023
	Iteration 98Q: 3 clusters Score -1495177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1495174.500000 Penalty: 3191.499023
	Iteration 99Q: 3 clusters Score -1495174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1495174.000000 Penalty: 3191.499023
	Iteration 100F: 3 clusters Score -1495174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1495173.375000 Penalty: 3191.499023
	Iteration 101Q: 3 clusters Score -1495173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1495174.375000 Penalty: 3191.499023
	Iteration 102Q: 3 clusters Score -1495174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1495177.000000 Penalty: 3191.499023
	Iteration 103Q: 3 clusters Score -1495177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1495175.125000 Penalty: 3191.499023
	Iteration 104Q: 3 clusters Score -1495175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1495175.125000 Penalty: 3191.499023
	Iteration 105F: 3 clusters Score -1495175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60037 members 
Mstep: Class 2 contains 21051 members 
Mstep: Class 3 contains 6028 members 
Mstep: Class 4 contains 12571 members 
Mstep: Class 5 contains 22035 members 
Mstep: Class 6 contains 51364 members 
Mstep: Class 7 contains 6228 members 
Mstep: Class 8 contains 62868 members 
Mstep: Class 9 contains 10115 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 8517 members 
Mstep: Class 12 contains 13952 members 
Mstep: Class 13 contains 121030 members 
Mstep: Class 14 contains 55980 members 
Mstep: Class 15 contains 127859 members 
Mstep: Class 16 contains 42082 members 
Mstep: Class 17 contains 1327 members 
Mstep: Class 18 contains 10350 members 
Mstep: Class 19 contains 9984 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 1198 members 
Mstep: Class 23 contains 3276 members 
Mstep: Class 24 contains 1847 members 
Mstep: Class 25 contains 2380 members 
Mstep: Class 26 contains 2899 members 
Mstep: Class 27 contains 1544 members 
Mstep: Class 28 contains 123830 members 
Mstep: Class 29 contains 15727 members 
Mstep: Class 30 contains 1278 members 
Mstep: Class 31 contains 6706 members 
Mstep: Class 32 contains 1580 members 
Mstep: Class 33 contains 3278 members 
Mstep: Class 34 contains 1171 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 3823 members 
Mstep: Class 37 contains 2172 members 
Mstep: Class 38 contains 1725 members 
Mstep: Class 39 contains 702 members 
Mstep: Class 40 contains 2612 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 113091 members 
Mstep: Class 43 contains 4353 members 
Mstep: Class 44 contains 2954 members 
Mstep: Class 45 contains 5827 members 
Entering Unmasked Estep 
Score: -84443904.000000 Penalty: 100714.671875
Splitting cluster 4 changes total score from -84444240.000000 to -84443904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (22035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Entering Unmasked Estep 
Score: -1818613.750000 Penalty: 1625.062866
	Iteration 0F: 2 clusters Score -1818614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1803613.375000 Penalty: 3250.125732
	Iteration 0F: 3 clusters Score -1803613 nChanged 10069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1809408.250000 Penalty: 3250.125732
	Iteration 1F: 3 clusters Score -1809408 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1810246.500000 Penalty: 3250.125732
	Iteration 2F: 3 clusters Score -1810246 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1811219.750000 Penalty: 3250.125732
	Iteration 3F: 3 clusters Score -1811220 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1812272.125000 Penalty: 3250.125732
	Iteration 4F: 3 clusters Score -1812272 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1813248.625000 Penalty: 3250.125732
	Iteration 5F: 3 clusters Score -1813249 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1814010.750000 Penalty: 3250.125732
	Iteration 6F: 3 clusters Score -1814011 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -1814625.750000 Penalty: 3250.125732
	Iteration 7Q: 3 clusters Score -1814626 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -1815152.125000 Penalty: 3250.125732
	Iteration 8Q: 3 clusters Score -1815152 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1815577.750000 Penalty: 3250.125732
	Iteration 9Q: 3 clusters Score -1815578 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -1815924.875000 Penalty: 3250.125732
	Iteration 10Q: 3 clusters Score -1815925 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -1816166.250000 Penalty: 3250.125732
	Iteration 11Q: 3 clusters Score -1816166 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -1816311.625000 Penalty: 3250.125732
	Iteration 12Q: 3 clusters Score -1816312 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -1816405.250000 Penalty: 3250.125732
	Iteration 13Q: 3 clusters Score -1816405 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -1816481.000000 Penalty: 3250.125732
	Iteration 14Q: 3 clusters Score -1816481 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -1816532.125000 Penalty: 3250.125732
	Iteration 15Q: 3 clusters Score -1816532 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -1816569.500000 Penalty: 3250.125732
	Iteration 16Q: 3 clusters Score -1816570 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -1816616.125000 Penalty: 3250.125732
	Iteration 17Q: 3 clusters Score -1816616 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -1816655.500000 Penalty: 3250.125732
	Iteration 18Q: 3 clusters Score -1816656 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -1816691.750000 Penalty: 3250.125732
	Iteration 19Q: 3 clusters Score -1816692 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -1816727.750000 Penalty: 3250.125732
	Iteration 20F: 3 clusters Score -1816728 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -1816758.875000 Penalty: 3250.125732
	Iteration 21Q: 3 clusters Score -1816759 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -1816777.875000 Penalty: 3250.125732
	Iteration 22Q: 3 clusters Score -1816778 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -1816796.875000 Penalty: 3250.125732
	Iteration 23Q: 3 clusters Score -1816797 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -1816817.750000 Penalty: 3250.125732
	Iteration 24Q: 3 clusters Score -1816818 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -1816832.875000 Penalty: 3250.125732
	Iteration 25Q: 3 clusters Score -1816833 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -1816843.125000 Penalty: 3250.125732
	Iteration 26Q: 3 clusters Score -1816843 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -1816863.500000 Penalty: 3250.125732
	Iteration 27Q: 3 clusters Score -1816864 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -1816885.000000 Penalty: 3250.125732
	Iteration 28Q: 3 clusters Score -1816885 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -1816898.000000 Penalty: 3250.125732
	Iteration 29Q: 3 clusters Score -1816898 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -1816912.750000 Penalty: 3250.125732
	Iteration 30Q: 3 clusters Score -1816913 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -1816923.000000 Penalty: 3250.125732
	Iteration 31Q: 3 clusters Score -1816923 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -1816939.000000 Penalty: 3250.125732
	Iteration 32Q: 3 clusters Score -1816939 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -1816954.250000 Penalty: 3250.125732
	Iteration 33Q: 3 clusters Score -1816954 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -1816963.000000 Penalty: 3250.125732
	Iteration 34Q: 3 clusters Score -1816963 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -1816981.875000 Penalty: 3250.125732
	Iteration 35Q: 3 clusters Score -1816982 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -1816993.250000 Penalty: 3250.125732
	Iteration 36Q: 3 clusters Score -1816993 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -1817011.250000 Penalty: 3250.125732
	Iteration 37Q: 3 clusters Score -1817011 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -1817030.250000 Penalty: 3250.125732
	Iteration 38Q: 3 clusters Score -1817030 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -1817046.125000 Penalty: 3250.125732
	Iteration 39Q: 3 clusters Score -1817046 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -1817058.875000 Penalty: 3250.125732
	Iteration 40F: 3 clusters Score -1817059 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -1817073.750000 Penalty: 3250.125732
	Iteration 41Q: 3 clusters Score -1817074 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -1817087.500000 Penalty: 3250.125732
	Iteration 42Q: 3 clusters Score -1817088 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -1817107.750000 Penalty: 3250.125732
	Iteration 43Q: 3 clusters Score -1817108 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -1817120.875000 Penalty: 3250.125732
	Iteration 44Q: 3 clusters Score -1817121 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -1817132.875000 Penalty: 3250.125732
	Iteration 45Q: 3 clusters Score -1817133 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -1817140.750000 Penalty: 3250.125732
	Iteration 46Q: 3 clusters Score -1817141 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -1817144.250000 Penalty: 3250.125732
	Iteration 47Q: 3 clusters Score -1817144 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -1817150.375000 Penalty: 3250.125732
	Iteration 48Q: 3 clusters Score -1817150 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -1817155.375000 Penalty: 3250.125732
	Iteration 49Q: 3 clusters Score -1817155 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -1817164.750000 Penalty: 3250.125732
	Iteration 50Q: 3 clusters Score -1817165 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -1817172.375000 Penalty: 3250.125732
	Iteration 51Q: 3 clusters Score -1817172 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -1817175.000000 Penalty: 3250.125732
	Iteration 52Q: 3 clusters Score -1817175 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -1817175.125000 Penalty: 3250.125732
	Iteration 53Q: 3 clusters Score -1817175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -1817183.000000 Penalty: 3250.125732
	Iteration 54Q: 3 clusters Score -1817183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -1817188.375000 Penalty: 3250.125732
	Iteration 55Q: 3 clusters Score -1817188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -1817190.375000 Penalty: 3250.125732
	Iteration 56Q: 3 clusters Score -1817190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -1817193.500000 Penalty: 3250.125732
	Iteration 57Q: 3 clusters Score -1817194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -1817197.750000 Penalty: 3250.125732
	Iteration 58Q: 3 clusters Score -1817198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -1817199.250000 Penalty: 3250.125732
	Iteration 59Q: 3 clusters Score -1817199 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -1817201.625000 Penalty: 3250.125732
	Iteration 60F: 3 clusters Score -1817202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -1817207.125000 Penalty: 3250.125732
	Iteration 61Q: 3 clusters Score -1817207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -1817209.375000 Penalty: 3250.125732
	Iteration 62Q: 3 clusters Score -1817209 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -1817217.000000 Penalty: 3250.125732
	Iteration 63Q: 3 clusters Score -1817217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -1817221.000000 Penalty: 3250.125732
	Iteration 64Q: 3 clusters Score -1817221 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -1817226.875000 Penalty: 3250.125732
	Iteration 65Q: 3 clusters Score -1817227 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -1817227.500000 Penalty: 3250.125732
	Iteration 66Q: 3 clusters Score -1817228 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -1817234.250000 Penalty: 3250.125732
	Iteration 67Q: 3 clusters Score -1817234 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -1817237.625000 Penalty: 3250.125732
	Iteration 68Q: 3 clusters Score -1817238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -1817246.875000 Penalty: 3250.125732
	Iteration 69Q: 3 clusters Score -1817247 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -1817252.250000 Penalty: 3250.125732
	Iteration 70Q: 3 clusters Score -1817252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -1817258.250000 Penalty: 3250.125732
	Iteration 71Q: 3 clusters Score -1817258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -1817264.750000 Penalty: 3250.125732
	Iteration 72Q: 3 clusters Score -1817265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -1817268.625000 Penalty: 3250.125732
	Iteration 73Q: 3 clusters Score -1817269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -1817265.750000 Penalty: 3250.125732
	Iteration 74Q: 3 clusters Score -1817266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -1817275.000000 Penalty: 3250.125732
	Iteration 75Q: 3 clusters Score -1817275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -1817282.875000 Penalty: 3250.125732
	Iteration 76Q: 3 clusters Score -1817283 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -1817288.875000 Penalty: 3250.125732
	Iteration 77Q: 3 clusters Score -1817289 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -1817292.750000 Penalty: 3250.125732
	Iteration 78Q: 3 clusters Score -1817293 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -1817301.250000 Penalty: 3250.125732
	Iteration 79Q: 3 clusters Score -1817301 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -1817307.625000 Penalty: 3250.125732
	Iteration 80F: 3 clusters Score -1817308 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -1817311.375000 Penalty: 3250.125732
	Iteration 81Q: 3 clusters Score -1817311 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -1817319.000000 Penalty: 3250.125732
	Iteration 82Q: 3 clusters Score -1817319 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -1817327.875000 Penalty: 3250.125732
	Iteration 83Q: 3 clusters Score -1817328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -1817336.125000 Penalty: 3250.125732
	Iteration 84Q: 3 clusters Score -1817336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -1817344.000000 Penalty: 3250.125732
	Iteration 85Q: 3 clusters Score -1817344 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -1817343.125000 Penalty: 3250.125732
	Iteration 86Q: 3 clusters Score -1817343 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -1817351.625000 Penalty: 3250.125732
	Iteration 87Q: 3 clusters Score -1817352 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -1817362.625000 Penalty: 3250.125732
	Iteration 88Q: 3 clusters Score -1817363 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -1817367.500000 Penalty: 3250.125732
	Iteration 89Q: 3 clusters Score -1817368 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -1817370.625000 Penalty: 3250.125732
	Iteration 90Q: 3 clusters Score -1817371 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -1817378.750000 Penalty: 3250.125732
	Iteration 91Q: 3 clusters Score -1817379 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -1817384.000000 Penalty: 3250.125732
	Iteration 92Q: 3 clusters Score -1817384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -1817392.125000 Penalty: 3250.125732
	Iteration 93Q: 3 clusters Score -1817392 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -1817398.750000 Penalty: 3250.125732
	Iteration 94Q: 3 clusters Score -1817399 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -1817409.000000 Penalty: 3250.125732
	Iteration 95Q: 3 clusters Score -1817409 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -1817420.375000 Penalty: 3250.125732
	Iteration 96Q: 3 clusters Score -1817420 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -1817436.250000 Penalty: 3250.125732
	Iteration 97Q: 3 clusters Score -1817436 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -1817447.500000 Penalty: 3250.125732
	Iteration 98Q: 3 clusters Score -1817448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -1817450.000000 Penalty: 3250.125732
	Iteration 99Q: 3 clusters Score -1817450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -1817459.125000 Penalty: 3250.125732
	Iteration 100F: 3 clusters Score -1817459 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -1817470.750000 Penalty: 3250.125732
	Iteration 101Q: 3 clusters Score -1817471 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -1817483.250000 Penalty: 3250.125732
	Iteration 102Q: 3 clusters Score -1817483 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -1817486.500000 Penalty: 3250.125732
	Iteration 103Q: 3 clusters Score -1817486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -1817489.250000 Penalty: 3250.125732
	Iteration 104Q: 3 clusters Score -1817489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -1817492.500000 Penalty: 3250.125732
	Iteration 105Q: 3 clusters Score -1817492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -1817490.125000 Penalty: 3250.125732
	Iteration 106Q: 3 clusters Score -1817490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -1817490.250000 Penalty: 3250.125732
	Iteration 107Q: 3 clusters Score -1817490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -1817491.500000 Penalty: 3250.125732
	Iteration 108Q: 3 clusters Score -1817492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -1817490.750000 Penalty: 3250.125732
	Iteration 109Q: 3 clusters Score -1817491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -1817492.250000 Penalty: 3250.125732
	Iteration 110Q: 3 clusters Score -1817492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -1817494.250000 Penalty: 3250.125732
	Iteration 111Q: 3 clusters Score -1817494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -1817497.875000 Penalty: 3250.125732
	Iteration 112Q: 3 clusters Score -1817498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -1817497.875000 Penalty: 3250.125732
	Iteration 113Q: 3 clusters Score -1817498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -1817498.500000 Penalty: 3250.125732
	Iteration 114Q: 3 clusters Score -1817498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -1817498.500000 Penalty: 3250.125732
	Iteration 115F: 3 clusters Score -1817498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (51364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51364 members 
Entering Unmasked Estep 
Score: -4605081.000000 Penalty: 1762.587646
	Iteration 0F: 2 clusters Score -4605081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -4570712.500000 Penalty: 3525.175293
	Iteration 0F: 3 clusters Score -4570712 nChanged 24000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -4584200.500000 Penalty: 3525.175293
	Iteration 1F: 3 clusters Score -4584200 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -4584728.500000 Penalty: 3525.175293
	Iteration 2Q: 3 clusters Score -4584728 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -4585399.500000 Penalty: 3525.175293
	Iteration 3Q: 3 clusters Score -4585400 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -4586470.500000 Penalty: 3525.175293
	Iteration 4Q: 3 clusters Score -4586470 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -4588378.500000 Penalty: 3525.175293
	Iteration 5F: 3 clusters Score -4588378 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -4591447.000000 Penalty: 3525.175293
	Iteration 6F: 3 clusters Score -4591447 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43199 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -4595657.000000 Penalty: 3525.175293
	Iteration 7F: 3 clusters Score -4595657 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -4599756.500000 Penalty: 3525.175293
	Iteration 8F: 3 clusters Score -4599756 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49644 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4602097.500000 Penalty: 3525.175293
	Iteration 9Q: 3 clusters Score -4602098 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50576 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4602997.000000 Penalty: 3525.175293
	Iteration 10Q: 3 clusters Score -4602997 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50900 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4603315.500000 Penalty: 3525.175293
	Iteration 11Q: 3 clusters Score -4603316 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50997 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4603477.500000 Penalty: 3525.175293
	Iteration 12Q: 3 clusters Score -4603478 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51038 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4603570.000000 Penalty: 3525.175293
	Iteration 13Q: 3 clusters Score -4603570 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4603631.500000 Penalty: 3525.175293
	Iteration 14Q: 3 clusters Score -4603632 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51064 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4603662.000000 Penalty: 3525.175293
	Iteration 15Q: 3 clusters Score -4603662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51064 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4603683.000000 Penalty: 3525.175293
	Iteration 16Q: 3 clusters Score -4603683 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51068 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4603711.500000 Penalty: 3525.175293
	Iteration 17Q: 3 clusters Score -4603712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51070 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4603736.000000 Penalty: 3525.175293
	Iteration 18Q: 3 clusters Score -4603736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51077 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4603743.000000 Penalty: 3525.175293
	Iteration 19Q: 3 clusters Score -4603743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51080 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4603760.500000 Penalty: 3525.175293
	Iteration 20F: 3 clusters Score -4603760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51080 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4603771.000000 Penalty: 3525.175293
	Iteration 21Q: 3 clusters Score -4603771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51079 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4603770.500000 Penalty: 3525.175293
	Iteration 22Q: 3 clusters Score -4603770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51079 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4603775.500000 Penalty: 3525.175293
	Iteration 23Q: 3 clusters Score -4603776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51082 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4603778.000000 Penalty: 3525.175293
	Iteration 24Q: 3 clusters Score -4603778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51082 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4603777.000000 Penalty: 3525.175293
	Iteration 25Q: 3 clusters Score -4603777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51083 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4603776.000000 Penalty: 3525.175293
	Iteration 26Q: 3 clusters Score -4603776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51084 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4603776.500000 Penalty: 3525.175293
	Iteration 27Q: 3 clusters Score -4603776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51085 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4603785.000000 Penalty: 3525.175293
	Iteration 28Q: 3 clusters Score -4603785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51085 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4603785.000000 Penalty: 3525.175293
	Iteration 29F: 3 clusters Score -4603785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Entering Unmasked Estep 
Score: -556278.812500 Penalty: 1419.731689
	Iteration 0F: 2 clusters Score -556278.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -551550.000000 Penalty: 2839.463379
	Iteration 0F: 3 clusters Score -551550 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -552910.375000 Penalty: 2839.463379
	Iteration 1F: 3 clusters Score -552910.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -553110.000000 Penalty: 2839.463379
	Iteration 2F: 3 clusters Score -553110 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -553242.562500 Penalty: 2839.463379
	Iteration 3Q: 3 clusters Score -553242.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -553326.312500 Penalty: 2839.463379
	Iteration 4Q: 3 clusters Score -553326.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -553400.937500 Penalty: 2839.463379
	Iteration 5Q: 3 clusters Score -553400.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -553458.187500 Penalty: 2839.463379
	Iteration 6Q: 3 clusters Score -553458.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -553520.687500 Penalty: 2839.463379
	Iteration 7Q: 3 clusters Score -553520.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -553604.625000 Penalty: 2839.463379
	Iteration 8Q: 3 clusters Score -553604.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -553691.500000 Penalty: 2839.463379
	Iteration 9Q: 3 clusters Score -553691.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -553791.875000 Penalty: 2839.463379
	Iteration 10Q: 3 clusters Score -553791.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -553923.000000 Penalty: 2839.463379
	Iteration 11Q: 3 clusters Score -553923 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -554092.000000 Penalty: 2839.463379
	Iteration 12Q: 3 clusters Score -554092 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -554293.750000 Penalty: 2839.463379
	Iteration 13Q: 3 clusters Score -554293.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -554493.437500 Penalty: 2839.463379
	Iteration 14Q: 3 clusters Score -554493.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -554639.812500 Penalty: 2839.463379
	Iteration 15Q: 3 clusters Score -554639.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -554784.812500 Penalty: 2839.463379
	Iteration 16Q: 3 clusters Score -554784.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -554943.375000 Penalty: 2839.463379
	Iteration 17Q: 3 clusters Score -554943.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -555100.875000 Penalty: 2839.463379
	Iteration 18Q: 3 clusters Score -555100.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -555213.062500 Penalty: 2839.463379
	Iteration 19Q: 3 clusters Score -555213.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -555281.812500 Penalty: 2839.463379
	Iteration 20F: 3 clusters Score -555281.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -555332.875000 Penalty: 2839.463379
	Iteration 21Q: 3 clusters Score -555332.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -555371.500000 Penalty: 2839.463379
	Iteration 22Q: 3 clusters Score -555371.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -555396.562500 Penalty: 2839.463379
	Iteration 23Q: 3 clusters Score -555396.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -555414.437500 Penalty: 2839.463379
	Iteration 24Q: 3 clusters Score -555414.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -555423.375000 Penalty: 2839.463379
	Iteration 25Q: 3 clusters Score -555423.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -555430.687500 Penalty: 2839.463379
	Iteration 26Q: 3 clusters Score -555430.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -555435.375000 Penalty: 2839.463379
	Iteration 27Q: 3 clusters Score -555435.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -555439.250000 Penalty: 2839.463379
	Iteration 28Q: 3 clusters Score -555439.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -555444.125000 Penalty: 2839.463379
	Iteration 29Q: 3 clusters Score -555444.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -555453.687500 Penalty: 2839.463379
	Iteration 30Q: 3 clusters Score -555453.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -555460.937500 Penalty: 2839.463379
	Iteration 31Q: 3 clusters Score -555460.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -555468.500000 Penalty: 2839.463379
	Iteration 32Q: 3 clusters Score -555468.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -555474.937500 Penalty: 2839.463379
	Iteration 33Q: 3 clusters Score -555474.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -555481.125000 Penalty: 2839.463379
	Iteration 34Q: 3 clusters Score -555481.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -555488.375000 Penalty: 2839.463379
	Iteration 35Q: 3 clusters Score -555488.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -555491.000000 Penalty: 2839.463379
	Iteration 36Q: 3 clusters Score -555491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -555492.875000 Penalty: 2839.463379
	Iteration 37Q: 3 clusters Score -555492.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -555494.437500 Penalty: 2839.463379
	Iteration 38Q: 3 clusters Score -555494.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -555497.250000 Penalty: 2839.463379
	Iteration 39Q: 3 clusters Score -555497.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -555501.500000 Penalty: 2839.463379
	Iteration 40F: 3 clusters Score -555501.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -555503.437500 Penalty: 2839.463379
	Iteration 41Q: 3 clusters Score -555503.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -555510.937500 Penalty: 2839.463379
	Iteration 42Q: 3 clusters Score -555510.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -555514.375000 Penalty: 2839.463379
	Iteration 43Q: 3 clusters Score -555514.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -555519.125000 Penalty: 2839.463379
	Iteration 44Q: 3 clusters Score -555519.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -555522.125000 Penalty: 2839.463379
	Iteration 45Q: 3 clusters Score -555522.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -555527.625000 Penalty: 2839.463379
	Iteration 46Q: 3 clusters Score -555527.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -555530.000000 Penalty: 2839.463379
	Iteration 47Q: 3 clusters Score -555530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -555532.562500 Penalty: 2839.463379
	Iteration 48Q: 3 clusters Score -555532.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -555537.125000 Penalty: 2839.463379
	Iteration 49Q: 3 clusters Score -555537.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -555538.812500 Penalty: 2839.463379
	Iteration 50Q: 3 clusters Score -555538.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -555540.187500 Penalty: 2839.463379
	Iteration 51Q: 3 clusters Score -555540.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -555541.875000 Penalty: 2839.463379
	Iteration 52Q: 3 clusters Score -555541.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -555544.125000 Penalty: 2839.463379
	Iteration 53Q: 3 clusters Score -555544.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -555544.125000 Penalty: 2839.463379
	Iteration 54Q: 3 clusters Score -555544.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -555543.750000 Penalty: 2839.463379
	Iteration 55Q: 3 clusters Score -555543.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -555544.375000 Penalty: 2839.463379
	Iteration 56Q: 3 clusters Score -555544.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -555544.875000 Penalty: 2839.463379
	Iteration 57Q: 3 clusters Score -555544.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -555544.500000 Penalty: 2839.463379
	Iteration 58Q: 3 clusters Score -555544.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -555545.625000 Penalty: 2839.463379
	Iteration 59Q: 3 clusters Score -555545.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -555545.625000 Penalty: 2839.463379
	Iteration 60F: 3 clusters Score -555545.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (62868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62868 members 
Entering Unmasked Estep 
Score: -5821997.500000 Penalty: 1795.428833
	Iteration 0F: 2 clusters Score -5821998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -5779987.500000 Penalty: 3590.857666
	Iteration 0F: 3 clusters Score -5779988 nChanged 29601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -5796791.500000 Penalty: 3590.857666
	Iteration 1F: 3 clusters Score -5796792 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -5797440.000000 Penalty: 3590.857666
	Iteration 2Q: 3 clusters Score -5797440 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -5798220.500000 Penalty: 3590.857666
	Iteration 3Q: 3 clusters Score -5798220 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -5799289.500000 Penalty: 3590.857666
	Iteration 4Q: 3 clusters Score -5799290 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -5800548.500000 Penalty: 3590.857666
	Iteration 5Q: 3 clusters Score -5800548 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -5802071.000000 Penalty: 3590.857666
	Iteration 6F: 3 clusters Score -5802071 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -5803727.000000 Penalty: 3590.857666
	Iteration 7F: 3 clusters Score -5803727 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -5805349.000000 Penalty: 3590.857666
	Iteration 8F: 3 clusters Score -5805349 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -5806856.000000 Penalty: 3590.857666
	Iteration 9F: 3 clusters Score -5806856 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -5808310.500000 Penalty: 3590.857666
	Iteration 10Q: 3 clusters Score -5808310 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 30484 members 
Entering Unmasked Estep 
Score: -5809588.000000 Penalty: 3590.857666
	Iteration 11Q: 3 clusters Score -5809588 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -5810667.000000 Penalty: 3590.857666
	Iteration 12Q: 3 clusters Score -5810667 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -5811376.500000 Penalty: 3590.857666
	Iteration 13Q: 3 clusters Score -5811376 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5811829 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5812086 nChanged 862
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5812230 nChanged 666
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Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5812376 nChanged 611
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Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5812521 nChanged 612
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Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5812639 nChanged 619
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5812714 nChanged 589
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5812800 nChanged 556
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5812868 nChanged 542
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5813011 nChanged 514
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5813070 nChanged 488
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5813147 nChanged 494
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5813236 nChanged 440
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Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5813308 nChanged 395
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Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5813334 nChanged 420
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Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5813397 nChanged 416
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Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5813468 nChanged 422
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5813530 nChanged 423
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Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5813616 nChanged 420
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Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5813636 nChanged 421
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5813712 nChanged 453
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Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5813812 nChanged 470
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5813880 nChanged 488
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Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5813954 nChanged 501
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Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5814035 nChanged 546
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5814104 nChanged 579
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Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5814159 nChanged 614
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Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 42565 members 
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	Iteration 41Q: 3 clusters Score -5814274 nChanged 606
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 43169 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5814413 nChanged 636
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Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 43803 members 
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	Iteration 43Q: 3 clusters Score -5814538 nChanged 668
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Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 44471 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5814670 nChanged 683
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Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5814796 nChanged 670
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Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 45824 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5814963 nChanged 746
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Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 46570 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5815122 nChanged 769
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Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 47339 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5815335 nChanged 777
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 48116 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5815544 nChanged 811
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Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 48927 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5815753 nChanged 880
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Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 49807 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5816022 nChanged 919
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Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 50726 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5816340 nChanged 977
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Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 51703 members 
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	Iteration 53Q: 3 clusters Score -5816707 nChanged 1039
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Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 52738 members 
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	Iteration 54Q: 3 clusters Score -5817150 nChanged 1040
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 53772 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5817613 nChanged 981
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Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 54745 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5818038 nChanged 940
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Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 55679 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5818518 nChanged 909
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Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 56576 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5818978 nChanged 779
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Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 57343 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5819411 nChanged 671
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Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 57998 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5819727 nChanged 615
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 58607 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5819992 nChanged 482
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Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 59083 members 
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	Iteration 62Q: 3 clusters Score -5820154 nChanged 384
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Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 59463 members 
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	Iteration 63Q: 3 clusters Score -5820277 nChanged 310
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Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 59767 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5820382 nChanged 276
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Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 60035 members 
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	Iteration 65Q: 3 clusters Score -5820484 nChanged 242
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Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 60271 members 
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	Iteration 66Q: 3 clusters Score -5820564 nChanged 204
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Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 60473 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5820631 nChanged 180
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Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 60647 members 
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	Iteration 68Q: 3 clusters Score -5820684 nChanged 145
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Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 60792 members 
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	Iteration 69Q: 3 clusters Score -5820720 nChanged 130
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Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 60920 members 
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	Iteration 70Q: 3 clusters Score -5820782 nChanged 116
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Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 61034 members 
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	Iteration 71Q: 3 clusters Score -5820807 nChanged 88
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Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 61120 members 
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	Iteration 72Q: 3 clusters Score -5820806 nChanged 76
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Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 61196 members 
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	Iteration 73Q: 3 clusters Score -5820816 nChanged 63
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Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 61253 members 
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	Iteration 74Q: 3 clusters Score -5820816 nChanged 60
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Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 61307 members 
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	Iteration 75Q: 3 clusters Score -5820831 nChanged 43
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Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 61350 members 
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	Iteration 76Q: 3 clusters Score -5820837 nChanged 43
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Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 61387 members 
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	Iteration 77Q: 3 clusters Score -5820844 nChanged 43
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Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 61428 members 
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	Iteration 78Q: 3 clusters Score -5820867 nChanged 43
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Mstep: Class 1 contains 1405 members 
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	Iteration 79Q: 3 clusters Score -5820876 nChanged 48
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Mstep: Class 1 contains 1359 members 
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	Iteration 80F: 3 clusters Score -5820886 nChanged 50
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Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 61555 members 
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	Iteration 81Q: 3 clusters Score -5820912 nChanged 48
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Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 61599 members 
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	Iteration 82Q: 3 clusters Score -5820926 nChanged 37
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Mstep: Class 1 contains 1234 members 
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	Iteration 83Q: 3 clusters Score -5820935 nChanged 31
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Mstep: Class 1 contains 1203 members 
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	Iteration 84Q: 3 clusters Score -5820950 nChanged 30
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Mstep: Class 1 contains 1177 members 
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	Iteration 85Q: 3 clusters Score -5820952 nChanged 40
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Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 61727 members 
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	Iteration 86Q: 3 clusters Score -5820964 nChanged 29
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Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 61754 members 
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	Iteration 87Q: 3 clusters Score -5820968 nChanged 31
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Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 61777 members 
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	Iteration 88Q: 3 clusters Score -5820976 nChanged 23
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Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 61800 members 
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	Iteration 89Q: 3 clusters Score -5820981 nChanged 22
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Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 61816 members 
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	Iteration 90Q: 3 clusters Score -5820986 nChanged 18
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	Iteration 91Q: 3 clusters Score -5820990 nChanged 11
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Mstep: Class 2 contains 61843 members 
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	Iteration 92Q: 3 clusters Score -5820987 nChanged 10
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	Iteration 93Q: 3 clusters Score -5820982 nChanged 8
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	Iteration 94Q: 3 clusters Score -5820980 nChanged 10
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	Iteration 95Q: 3 clusters Score -5820983 nChanged 10
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Mstep: Class 1 contains 989 members 
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	Iteration 96Q: 3 clusters Score -5820984 nChanged 13
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	Iteration 97Q: 3 clusters Score -5820986 nChanged 12
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Mstep: Class 1 contains 966 members 
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	Iteration 98Q: 3 clusters Score -5820994 nChanged 12
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Mstep: Class 1 contains 956 members 
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	Iteration 99Q: 3 clusters Score -5820990 nChanged 9
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Mstep: Class 1 contains 951 members 
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	Iteration 100F: 3 clusters Score -5820990 nChanged 5
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Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 61922 members 
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	Iteration 101Q: 3 clusters Score -5820996 nChanged 3
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	Iteration 102Q: 3 clusters Score -5821004 nChanged 2
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	Iteration 103Q: 3 clusters Score -5821006 nChanged 2
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	Iteration 104Q: 3 clusters Score -5821006 nChanged 4
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	Iteration 105Q: 3 clusters Score -5821000 nChanged 7
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	Iteration 106Q: 3 clusters Score -5821006 nChanged 5
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	Iteration 107Q: 3 clusters Score -5821002 nChanged 7
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Mstep: Class 2 contains 61948 members 
Entering Unmasked Estep 
Score: -5820994.500000 Penalty: 3590.857666
	Iteration 108Q: 3 clusters Score -5820994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 61951 members 
Entering Unmasked Estep 
Score: -5820994.500000 Penalty: 3590.857666
	Iteration 109Q: 3 clusters Score -5820994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 61957 members 
Entering Unmasked Estep 
Score: -5820996.500000 Penalty: 3590.857666
	Iteration 110Q: 3 clusters Score -5820996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 61964 members 
Entering Unmasked Estep 
Score: -5821009.500000 Penalty: 3590.857666
	Iteration 111Q: 3 clusters Score -5821010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 61967 members 
Entering Unmasked Estep 
Score: -5821005.500000 Penalty: 3590.857666
	Iteration 112Q: 3 clusters Score -5821006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 61968 members 
Entering Unmasked Estep 
Score: -5821006.500000 Penalty: 3590.857666
	Iteration 113Q: 3 clusters Score -5821006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 61971 members 
Entering Unmasked Estep 
Score: -5821012.500000 Penalty: 3590.857666
	Iteration 114Q: 3 clusters Score -5821012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 61972 members 
Entering Unmasked Estep 
Score: -5821010.500000 Penalty: 3590.857666
	Iteration 115Q: 3 clusters Score -5821010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 61971 members 
Entering Unmasked Estep 
Score: -5821006.500000 Penalty: 3590.857666
	Iteration 116Q: 3 clusters Score -5821006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 61972 members 
Entering Unmasked Estep 
Score: -5821008.500000 Penalty: 3590.857666
	Iteration 117Q: 3 clusters Score -5821008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 61974 members 
Entering Unmasked Estep 
Score: -5821013.000000 Penalty: 3590.857666
	Iteration 118Q: 3 clusters Score -5821013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 61975 members 
Entering Unmasked Estep 
Score: -5821013.500000 Penalty: 3590.857666
	Iteration 119Q: 3 clusters Score -5821014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 61975 members 
Entering Unmasked Estep 
Score: -5821013.500000 Penalty: 3590.857666
	Iteration 120F: 3 clusters Score -5821014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Entering Unmasked Estep 
Score: -912046.625000 Penalty: 1498.538452
	Iteration 0F: 2 clusters Score -912046.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -904698.562500 Penalty: 2997.076904
	Iteration 0F: 3 clusters Score -904698.6 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -907142.687500 Penalty: 2997.076904
	Iteration 1F: 3 clusters Score -907142.7 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -907471.500000 Penalty: 2997.076904
	Iteration 2F: 3 clusters Score -907471.5 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -907804.750000 Penalty: 2997.076904
	Iteration 3F: 3 clusters Score -907804.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -908191.562500 Penalty: 2997.076904
	Iteration 4F: 3 clusters Score -908191.6 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -908621.750000 Penalty: 2997.076904
	Iteration 5F: 3 clusters Score -908621.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -909119.750000 Penalty: 2997.076904
	Iteration 6F: 3 clusters Score -909119.8 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -909612.375000 Penalty: 2997.076904
	Iteration 7F: 3 clusters Score -909612.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -910037.875000 Penalty: 2997.076904
	Iteration 8F: 3 clusters Score -910037.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -910395.875000 Penalty: 2997.076904
	Iteration 9Q: 3 clusters Score -910395.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -910722.437500 Penalty: 2997.076904
	Iteration 10Q: 3 clusters Score -910722.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -910972.312500 Penalty: 2997.076904
	Iteration 11Q: 3 clusters Score -910972.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -911119.687500 Penalty: 2997.076904
	Iteration 12Q: 3 clusters Score -911119.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -911202.062500 Penalty: 2997.076904
	Iteration 13Q: 3 clusters Score -911202.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -911239.625000 Penalty: 2997.076904
	Iteration 14Q: 3 clusters Score -911239.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -911258.500000 Penalty: 2997.076904
	Iteration 15Q: 3 clusters Score -911258.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -911270.250000 Penalty: 2997.076904
	Iteration 16Q: 3 clusters Score -911270.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -911277.750000 Penalty: 2997.076904
	Iteration 17Q: 3 clusters Score -911277.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -911283.562500 Penalty: 2997.076904
	Iteration 18Q: 3 clusters Score -911283.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -911293.000000 Penalty: 2997.076904
	Iteration 19Q: 3 clusters Score -911293 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -911299.062500 Penalty: 2997.076904
	Iteration 20F: 3 clusters Score -911299.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -911304.187500 Penalty: 2997.076904
	Iteration 21Q: 3 clusters Score -911304.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -911306.875000 Penalty: 2997.076904
	Iteration 22Q: 3 clusters Score -911306.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -911312.750000 Penalty: 2997.076904
	Iteration 23Q: 3 clusters Score -911312.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -911321.062500 Penalty: 2997.076904
	Iteration 24Q: 3 clusters Score -911321.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -911326.875000 Penalty: 2997.076904
	Iteration 25Q: 3 clusters Score -911326.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -911327.000000 Penalty: 2997.076904
	Iteration 26Q: 3 clusters Score -911327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -911329.687500 Penalty: 2997.076904
	Iteration 27Q: 3 clusters Score -911329.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -911329.750000 Penalty: 2997.076904
	Iteration 28Q: 3 clusters Score -911329.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -911332.312500 Penalty: 2997.076904
	Iteration 29Q: 3 clusters Score -911332.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -911334.437500 Penalty: 2997.076904
	Iteration 30Q: 3 clusters Score -911334.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -911337.250000 Penalty: 2997.076904
	Iteration 31Q: 3 clusters Score -911337.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -911336.437500 Penalty: 2997.076904
	Iteration 32Q: 3 clusters Score -911336.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -911339.937500 Penalty: 2997.076904
	Iteration 33Q: 3 clusters Score -911339.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -911348.687500 Penalty: 2997.076904
	Iteration 34Q: 3 clusters Score -911348.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -911351.000000 Penalty: 2997.076904
	Iteration 35Q: 3 clusters Score -911351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -911351.625000 Penalty: 2997.076904
	Iteration 36Q: 3 clusters Score -911351.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -911350.937500 Penalty: 2997.076904
	Iteration 37Q: 3 clusters Score -911350.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -911351.312500 Penalty: 2997.076904
	Iteration 38Q: 3 clusters Score -911351.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -911352.187500 Penalty: 2997.076904
	Iteration 39Q: 3 clusters Score -911352.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -911353.375000 Penalty: 2997.076904
	Iteration 40F: 3 clusters Score -911353.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -911353.312500 Penalty: 2997.076904
	Iteration 41Q: 3 clusters Score -911353.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -911353.687500 Penalty: 2997.076904
	Iteration 42Q: 3 clusters Score -911353.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -911354.875000 Penalty: 2997.076904
	Iteration 43Q: 3 clusters Score -911354.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -911357.625000 Penalty: 2997.076904
	Iteration 44Q: 3 clusters Score -911357.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -911357.687500 Penalty: 2997.076904
	Iteration 45Q: 3 clusters Score -911357.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -911356.937500 Penalty: 2997.076904
	Iteration 46Q: 3 clusters Score -911356.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -911360.125000 Penalty: 2997.076904
	Iteration 47Q: 3 clusters Score -911360.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -911359.437500 Penalty: 2997.076904
	Iteration 48Q: 3 clusters Score -911359.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -911358.687500 Penalty: 2997.076904
	Iteration 49Q: 3 clusters Score -911358.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -911358.687500 Penalty: 2997.076904
	Iteration 50F: 3 clusters Score -911358.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Entering Unmasked Estep 
Score: -85512.140625 Penalty: 1121.858887
	Iteration 0F: 2 clusters Score -85512.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -84033.265625 Penalty: 2243.717773
	Iteration 0F: 3 clusters Score -84033.27 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -84298.195312 Penalty: 2243.717773
	Iteration 1F: 3 clusters Score -84298.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -84363.093750 Penalty: 2243.717773
	Iteration 2F: 3 clusters Score -84363.09 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -84394.703125 Penalty: 2243.717773
	Iteration 3Q: 3 clusters Score -84394.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -84414.046875 Penalty: 2243.717773
	Iteration 4Q: 3 clusters Score -84414.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -84427.242188 Penalty: 2243.717773
	Iteration 5Q: 3 clusters Score -84427.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -84435.460938 Penalty: 2243.717773
	Iteration 6Q: 3 clusters Score -84435.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -84441.843750 Penalty: 2243.717773
	Iteration 7Q: 3 clusters Score -84441.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -84447.921875 Penalty: 2243.717773
	Iteration 8Q: 3 clusters Score -84447.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -84455.046875 Penalty: 2243.717773
	Iteration 9Q: 3 clusters Score -84455.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -84460.257812 Penalty: 2243.717773
	Iteration 10Q: 3 clusters Score -84460.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -84466.359375 Penalty: 2243.717773
	Iteration 11Q: 3 clusters Score -84466.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -84469.515625 Penalty: 2243.717773
	Iteration 12Q: 3 clusters Score -84469.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -84472.828125 Penalty: 2243.717773
	Iteration 13Q: 3 clusters Score -84472.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -84473.687500 Penalty: 2243.717773
	Iteration 14Q: 3 clusters Score -84473.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -84475.171875 Penalty: 2243.717773
	Iteration 15Q: 3 clusters Score -84475.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -84476.828125 Penalty: 2243.717773
	Iteration 16Q: 3 clusters Score -84476.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -84478.390625 Penalty: 2243.717773
	Iteration 17Q: 3 clusters Score -84478.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -84483.109375 Penalty: 2243.717773
	Iteration 18Q: 3 clusters Score -84483.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -84488.984375 Penalty: 2243.717773
	Iteration 19Q: 3 clusters Score -84488.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -84492.679688 Penalty: 2243.717773
	Iteration 20F: 3 clusters Score -84492.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -84497.140625 Penalty: 2243.717773
	Iteration 21Q: 3 clusters Score -84497.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -84504.015625 Penalty: 2243.717773
	Iteration 22Q: 3 clusters Score -84504.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -84508.828125 Penalty: 2243.717773
	Iteration 23Q: 3 clusters Score -84508.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -84511.750000 Penalty: 2243.717773
	Iteration 24Q: 3 clusters Score -84511.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -84511.750000 Penalty: 2243.717773
	Iteration 25F: 3 clusters Score -84511.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Entering Unmasked Estep 
Score: -779927.687500 Penalty: 1470.595581
	Iteration 0F: 2 clusters Score -779927.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -773740.250000 Penalty: 2941.191162
	Iteration 0F: 3 clusters Score -773740.2 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -775636.625000 Penalty: 2941.191162
	Iteration 1F: 3 clusters Score -775636.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -775852.687500 Penalty: 2941.191162
	Iteration 2F: 3 clusters Score -775852.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -775998.937500 Penalty: 2941.191162
	Iteration 3Q: 3 clusters Score -775998.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -776113.500000 Penalty: 2941.191162
	Iteration 4Q: 3 clusters Score -776113.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -776194.937500 Penalty: 2941.191162
	Iteration 5Q: 3 clusters Score -776194.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -776260.250000 Penalty: 2941.191162
	Iteration 6Q: 3 clusters Score -776260.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -776331.187500 Penalty: 2941.191162
	Iteration 7Q: 3 clusters Score -776331.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -776390.000000 Penalty: 2941.191162
	Iteration 8Q: 3 clusters Score -776390 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -776451.062500 Penalty: 2941.191162
	Iteration 9Q: 3 clusters Score -776451.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -776516.125000 Penalty: 2941.191162
	Iteration 10Q: 3 clusters Score -776516.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -776610.000000 Penalty: 2941.191162
	Iteration 11Q: 3 clusters Score -776610 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -776727.000000 Penalty: 2941.191162
	Iteration 12Q: 3 clusters Score -776727 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -776873.000000 Penalty: 2941.191162
	Iteration 13Q: 3 clusters Score -776873 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -777037.000000 Penalty: 2941.191162
	Iteration 14Q: 3 clusters Score -777037 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -777221.125000 Penalty: 2941.191162
	Iteration 15Q: 3 clusters Score -777221.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -777408.062500 Penalty: 2941.191162
	Iteration 16Q: 3 clusters Score -777408.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -777587.250000 Penalty: 2941.191162
	Iteration 17Q: 3 clusters Score -777587.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -777765.750000 Penalty: 2941.191162
	Iteration 18Q: 3 clusters Score -777765.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -777940.687500 Penalty: 2941.191162
	Iteration 19Q: 3 clusters Score -777940.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -778080.250000 Penalty: 2941.191162
	Iteration 20F: 3 clusters Score -778080.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -778202.250000 Penalty: 2941.191162
	Iteration 21Q: 3 clusters Score -778202.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -778306.937500 Penalty: 2941.191162
	Iteration 22Q: 3 clusters Score -778306.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -778372.062500 Penalty: 2941.191162
	Iteration 23Q: 3 clusters Score -778372.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -778425.250000 Penalty: 2941.191162
	Iteration 24Q: 3 clusters Score -778425.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -778467.250000 Penalty: 2941.191162
	Iteration 25Q: 3 clusters Score -778467.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -778494.000000 Penalty: 2941.191162
	Iteration 26Q: 3 clusters Score -778494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -778515.375000 Penalty: 2941.191162
	Iteration 27Q: 3 clusters Score -778515.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -778544.000000 Penalty: 2941.191162
	Iteration 28Q: 3 clusters Score -778544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -778564.375000 Penalty: 2941.191162
	Iteration 29Q: 3 clusters Score -778564.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -778582.687500 Penalty: 2941.191162
	Iteration 30Q: 3 clusters Score -778582.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -778601.437500 Penalty: 2941.191162
	Iteration 31Q: 3 clusters Score -778601.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -778620.375000 Penalty: 2941.191162
	Iteration 32Q: 3 clusters Score -778620.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -778637.500000 Penalty: 2941.191162
	Iteration 33Q: 3 clusters Score -778637.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -778645.812500 Penalty: 2941.191162
	Iteration 34Q: 3 clusters Score -778645.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -778651.625000 Penalty: 2941.191162
	Iteration 35Q: 3 clusters Score -778651.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -778654.750000 Penalty: 2941.191162
	Iteration 36Q: 3 clusters Score -778654.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -778655.312500 Penalty: 2941.191162
	Iteration 37Q: 3 clusters Score -778655.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -778657.625000 Penalty: 2941.191162
	Iteration 38Q: 3 clusters Score -778657.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -778657.625000 Penalty: 2941.191162
	Iteration 39F: 3 clusters Score -778657.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Entering Unmasked Estep 
Score: -1277283.375000 Penalty: 1550.798950
	Iteration 0F: 2 clusters Score -1277283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1267501.500000 Penalty: 3101.597900
	Iteration 0F: 3 clusters Score -1267502 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1270953.000000 Penalty: 3101.597900
	Iteration 1F: 3 clusters Score -1270953 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1271355.500000 Penalty: 3101.597900
	Iteration 2F: 3 clusters Score -1271356 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1271815.375000 Penalty: 3101.597900
	Iteration 3F: 3 clusters Score -1271815 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1272440.750000 Penalty: 3101.597900
	Iteration 4F: 3 clusters Score -1272441 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1273224.875000 Penalty: 3101.597900
	Iteration 5F: 3 clusters Score -1273225 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1274074.750000 Penalty: 3101.597900
	Iteration 6F: 3 clusters Score -1274075 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1274993.625000 Penalty: 3101.597900
	Iteration 7F: 3 clusters Score -1274994 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1275782.625000 Penalty: 3101.597900
	Iteration 8Q: 3 clusters Score -1275783 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1276356.375000 Penalty: 3101.597900
	Iteration 9Q: 3 clusters Score -1276356 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1276681.000000 Penalty: 3101.597900
	Iteration 10Q: 3 clusters Score -1276681 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1276821.875000 Penalty: 3101.597900
	Iteration 11Q: 3 clusters Score -1276822 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1276910.750000 Penalty: 3101.597900
	Iteration 12Q: 3 clusters Score -1276911 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1276981.000000 Penalty: 3101.597900
	Iteration 13Q: 3 clusters Score -1276981 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1277042.875000 Penalty: 3101.597900
	Iteration 14Q: 3 clusters Score -1277043 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1277098.750000 Penalty: 3101.597900
	Iteration 15Q: 3 clusters Score -1277099 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1277155.000000 Penalty: 3101.597900
	Iteration 16Q: 3 clusters Score -1277155 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1277209.000000 Penalty: 3101.597900
	Iteration 17Q: 3 clusters Score -1277209 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1277261.750000 Penalty: 3101.597900
	Iteration 18Q: 3 clusters Score -1277262 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1277302.375000 Penalty: 3101.597900
	Iteration 19Q: 3 clusters Score -1277302 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1277353.000000 Penalty: 3101.597900
	Iteration 20F: 3 clusters Score -1277353 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1277403.375000 Penalty: 3101.597900
	Iteration 21Q: 3 clusters Score -1277403 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1277469.750000 Penalty: 3101.597900
	Iteration 22Q: 3 clusters Score -1277470 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1277540.375000 Penalty: 3101.597900
	Iteration 23Q: 3 clusters Score -1277540 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1277624.625000 Penalty: 3101.597900
	Iteration 24Q: 3 clusters Score -1277625 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1277695.375000 Penalty: 3101.597900
	Iteration 25Q: 3 clusters Score -1277695 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1277757.875000 Penalty: 3101.597900
	Iteration 26Q: 3 clusters Score -1277758 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1277816.375000 Penalty: 3101.597900
	Iteration 27Q: 3 clusters Score -1277816 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1277864.375000 Penalty: 3101.597900
	Iteration 28Q: 3 clusters Score -1277864 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1277889.000000 Penalty: 3101.597900
	Iteration 29Q: 3 clusters Score -1277889 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1277910.875000 Penalty: 3101.597900
	Iteration 30Q: 3 clusters Score -1277911 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1277935.125000 Penalty: 3101.597900
	Iteration 31Q: 3 clusters Score -1277935 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1277952.875000 Penalty: 3101.597900
	Iteration 32Q: 3 clusters Score -1277953 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1277974.125000 Penalty: 3101.597900
	Iteration 33Q: 3 clusters Score -1277974 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1277979.875000 Penalty: 3101.597900
	Iteration 34Q: 3 clusters Score -1277980 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1277986.625000 Penalty: 3101.597900
	Iteration 35Q: 3 clusters Score -1277987 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1277990.000000 Penalty: 3101.597900
	Iteration 36Q: 3 clusters Score -1277990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1277989.000000 Penalty: 3101.597900
	Iteration 37Q: 3 clusters Score -1277989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1277990.250000 Penalty: 3101.597900
	Iteration 38Q: 3 clusters Score -1277990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1277992.250000 Penalty: 3101.597900
	Iteration 39Q: 3 clusters Score -1277992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1277992.250000 Penalty: 3101.597900
	Iteration 40F: 3 clusters Score -1277992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1277992.000000 Penalty: 3101.597900
	Iteration 41Q: 3 clusters Score -1277992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1277993.250000 Penalty: 3101.597900
	Iteration 42Q: 3 clusters Score -1277993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1277997.375000 Penalty: 3101.597900
	Iteration 43Q: 3 clusters Score -1277997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1277996.625000 Penalty: 3101.597900
	Iteration 44Q: 3 clusters Score -1277997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1277995.375000 Penalty: 3101.597900
	Iteration 45Q: 3 clusters Score -1277995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1277996.625000 Penalty: 3101.597900
	Iteration 46Q: 3 clusters Score -1277997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1277995.625000 Penalty: 3101.597900
	Iteration 47Q: 3 clusters Score -1277996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1277998.625000 Penalty: 3101.597900
	Iteration 48Q: 3 clusters Score -1277999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1277997.750000 Penalty: 3101.597900
	Iteration 49Q: 3 clusters Score -1277998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1278001.125000 Penalty: 3101.597900
	Iteration 50Q: 3 clusters Score -1278001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1278001.625000 Penalty: 3101.597900
	Iteration 51Q: 3 clusters Score -1278002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1278004.750000 Penalty: 3101.597900
	Iteration 52Q: 3 clusters Score -1278005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1278003.250000 Penalty: 3101.597900
	Iteration 53Q: 3 clusters Score -1278003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1278002.375000 Penalty: 3101.597900
	Iteration 54Q: 3 clusters Score -1278002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1278001.750000 Penalty: 3101.597900
	Iteration 55Q: 3 clusters Score -1278002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1278002.625000 Penalty: 3101.597900
	Iteration 56Q: 3 clusters Score -1278003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1278002.000000 Penalty: 3101.597900
	Iteration 57Q: 3 clusters Score -1278002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1278001.875000 Penalty: 3101.597900
	Iteration 58Q: 3 clusters Score -1278002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1278001.500000 Penalty: 3101.597900
	Iteration 59Q: 3 clusters Score -1278002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1278001.500000 Penalty: 3101.597900
	Iteration 60F: 3 clusters Score -1278002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60037 members 
Mstep: Class 2 contains 21051 members 
Mstep: Class 3 contains 6028 members 
Mstep: Class 4 contains 18398 members 
Mstep: Class 5 contains 22035 members 
Mstep: Class 6 contains 51364 members 
Mstep: Class 7 contains 6228 members 
Mstep: Class 8 contains 62868 members 
Mstep: Class 9 contains 10115 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 8517 members 
Mstep: Class 12 contains 7648 members 
Mstep: Class 13 contains 121030 members 
Mstep: Class 14 contains 55980 members 
Mstep: Class 15 contains 127859 members 
Mstep: Class 16 contains 42082 members 
Mstep: Class 17 contains 1327 members 
Mstep: Class 18 contains 10350 members 
Mstep: Class 19 contains 9984 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 1198 members 
Mstep: Class 23 contains 3276 members 
Mstep: Class 24 contains 1847 members 
Mstep: Class 25 contains 2380 members 
Mstep: Class 26 contains 2899 members 
Mstep: Class 27 contains 1544 members 
Mstep: Class 28 contains 123830 members 
Mstep: Class 29 contains 15727 members 
Mstep: Class 30 contains 1278 members 
Mstep: Class 31 contains 6706 members 
Mstep: Class 32 contains 1580 members 
Mstep: Class 33 contains 3278 members 
Mstep: Class 34 contains 1171 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 3823 members 
Mstep: Class 37 contains 2172 members 
Mstep: Class 38 contains 1725 members 
Mstep: Class 39 contains 702 members 
Mstep: Class 40 contains 2612 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 113091 members 
Mstep: Class 43 contains 4353 members 
Mstep: Class 44 contains 2954 members 
Mstep: Class 45 contains 6304 members 
Entering Unmasked Estep 
Score: -84444264.000000 Penalty: 100714.671875
Splitting cluster 12 changes total score from -84444240.000000 to -84444264.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 13 (121030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121030 members 
Entering Unmasked Estep 
Score: -11117634.000000 Penalty: 1901.866455
	Iteration 0F: 2 clusters Score -1.111763e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60518 members 
Mstep: Class 2 contains 60512 members 
Entering Unmasked Estep 
Score: -11036688.000000 Penalty: 3803.732910
	Iteration 0F: 3 clusters Score -1.103669e+07 nChanged 57939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59637 members 
Mstep: Class 2 contains 61393 members 
Entering Unmasked Estep 
Score: -11070449.000000 Penalty: 3803.732910
	Iteration 1F: 3 clusters Score -1.107045e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58763 members 
Mstep: Class 2 contains 62267 members 
Entering Unmasked Estep 
Score: -11071513.000000 Penalty: 3803.732910
	Iteration 2Q: 3 clusters Score -1.107151e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57388 members 
Mstep: Class 2 contains 63642 members 
Entering Unmasked Estep 
Score: -11072809.000000 Penalty: 3803.732910
	Iteration 3Q: 3 clusters Score -1.107281e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55331 members 
Mstep: Class 2 contains 65699 members 
Entering Unmasked Estep 
Score: -11074816.000000 Penalty: 3803.732910
	Iteration 4Q: 3 clusters Score -1.107482e+07 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52483 members 
Mstep: Class 2 contains 68547 members 
Entering Unmasked Estep 
Score: -11077636.000000 Penalty: 3803.732910
	Iteration 5F: 3 clusters Score -1.107764e+07 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 72189 members 
Entering Unmasked Estep 
Score: -11081480.000000 Penalty: 3803.732910
	Iteration 6F: 3 clusters Score -1.108148e+07 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Mstep: Class 2 contains 76080 members 
Entering Unmasked Estep 
Score: -11085314.000000 Penalty: 3803.732910
	Iteration 7F: 3 clusters Score -1.108531e+07 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 80273 members 
Entering Unmasked Estep 
Score: -11089115.000000 Penalty: 3803.732910
	Iteration 8F: 3 clusters Score -1.108912e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 84490 members 
Entering Unmasked Estep 
Score: -11092233.000000 Penalty: 3803.732910
	Iteration 9F: 3 clusters Score -1.109223e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 88875 members 
Entering Unmasked Estep 
Score: -11095077.000000 Penalty: 3803.732910
	Iteration 10Q: 3 clusters Score -1.109508e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 93433 members 
Entering Unmasked Estep 
Score: -11098122.000000 Penalty: 3803.732910
	Iteration 11Q: 3 clusters Score -1.109812e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 97932 members 
Entering Unmasked Estep 
Score: -11101065.000000 Penalty: 3803.732910
	Iteration 12Q: 3 clusters Score -1.110106e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 102267 members 
Entering Unmasked Estep 
Score: -11104196.000000 Penalty: 3803.732910
	Iteration 13Q: 3 clusters Score -1.11042e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 106168 members 
Entering Unmasked Estep 
Score: -11107029.000000 Penalty: 3803.732910
	Iteration 14Q: 3 clusters Score -1.110703e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 109236 members 
Entering Unmasked Estep 
Score: -11109344.000000 Penalty: 3803.732910
	Iteration 15Q: 3 clusters Score -1.110934e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 111624 members 
Entering Unmasked Estep 
Score: -11111067.000000 Penalty: 3803.732910
	Iteration 16Q: 3 clusters Score -1.111107e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 113501 members 
Entering Unmasked Estep 
Score: -11112289.000000 Penalty: 3803.732910
	Iteration 17Q: 3 clusters Score -1.111229e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 114991 members 
Entering Unmasked Estep 
Score: -11113222.000000 Penalty: 3803.732910
	Iteration 18Q: 3 clusters Score -1.111322e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 116172 members 
Entering Unmasked Estep 
Score: -11113905.000000 Penalty: 3803.732910
	Iteration 19Q: 3 clusters Score -1.11139e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 117069 members 
Entering Unmasked Estep 
Score: -11114455.000000 Penalty: 3803.732910
	Iteration 20F: 3 clusters Score -1.111446e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 117764 members 
Entering Unmasked Estep 
Score: -11114897.000000 Penalty: 3803.732910
	Iteration 21Q: 3 clusters Score -1.11149e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 118293 members 
Entering Unmasked Estep 
Score: -11115144.000000 Penalty: 3803.732910
	Iteration 22Q: 3 clusters Score -1.111514e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 118711 members 
Entering Unmasked Estep 
Score: -11115385.000000 Penalty: 3803.732910
	Iteration 23Q: 3 clusters Score -1.111538e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 119038 members 
Entering Unmasked Estep 
Score: -11115597.000000 Penalty: 3803.732910
	Iteration 24Q: 3 clusters Score -1.11156e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 119279 members 
Entering Unmasked Estep 
Score: -11115710.000000 Penalty: 3803.732910
	Iteration 25Q: 3 clusters Score -1.111571e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 119474 members 
Entering Unmasked Estep 
Score: -11115810.000000 Penalty: 3803.732910
	Iteration 26Q: 3 clusters Score -1.111581e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 119627 members 
Entering Unmasked Estep 
Score: -11115878.000000 Penalty: 3803.732910
	Iteration 27Q: 3 clusters Score -1.111588e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 119749 members 
Entering Unmasked Estep 
Score: -11115941.000000 Penalty: 3803.732910
	Iteration 28Q: 3 clusters Score -1.111594e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 119838 members 
Entering Unmasked Estep 
Score: -11115968.000000 Penalty: 3803.732910
	Iteration 29Q: 3 clusters Score -1.111597e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 119901 members 
Entering Unmasked Estep 
Score: -11115989.000000 Penalty: 3803.732910
	Iteration 30Q: 3 clusters Score -1.111599e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 119957 members 
Entering Unmasked Estep 
Score: -11116028.000000 Penalty: 3803.732910
	Iteration 31Q: 3 clusters Score -1.111603e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 120007 members 
Entering Unmasked Estep 
Score: -11116059.000000 Penalty: 3803.732910
	Iteration 32Q: 3 clusters Score -1.111606e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 120043 members 
Entering Unmasked Estep 
Score: -11116079.000000 Penalty: 3803.732910
	Iteration 33Q: 3 clusters Score -1.111608e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 120080 members 
Entering Unmasked Estep 
Score: -11116115.000000 Penalty: 3803.732910
	Iteration 34Q: 3 clusters Score -1.111612e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 120109 members 
Entering Unmasked Estep 
Score: -11116140.000000 Penalty: 3803.732910
	Iteration 35Q: 3 clusters Score -1.111614e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 120124 members 
Entering Unmasked Estep 
Score: -11116154.000000 Penalty: 3803.732910
	Iteration 36Q: 3 clusters Score -1.111615e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 120139 members 
Entering Unmasked Estep 
Score: -11116153.000000 Penalty: 3803.732910
	Iteration 37Q: 3 clusters Score -1.111615e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 120154 members 
Entering Unmasked Estep 
Score: -11116165.000000 Penalty: 3803.732910
	Iteration 38Q: 3 clusters Score -1.111616e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 120170 members 
Entering Unmasked Estep 
Score: -11116176.000000 Penalty: 3803.732910
	Iteration 39Q: 3 clusters Score -1.111618e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 120190 members 
Entering Unmasked Estep 
Score: -11116179.000000 Penalty: 3803.732910
	Iteration 40F: 3 clusters Score -1.111618e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 120201 members 
Entering Unmasked Estep 
Score: -11116179.000000 Penalty: 3803.732910
	Iteration 41Q: 3 clusters Score -1.111618e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 120207 members 
Entering Unmasked Estep 
Score: -11116184.000000 Penalty: 3803.732910
	Iteration 42Q: 3 clusters Score -1.111618e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 120214 members 
Entering Unmasked Estep 
Score: -11116167.000000 Penalty: 3803.732910
	Iteration 43Q: 3 clusters Score -1.111617e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 120221 members 
Entering Unmasked Estep 
Score: -11116177.000000 Penalty: 3803.732910
	Iteration 44Q: 3 clusters Score -1.111618e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 120223 members 
Entering Unmasked Estep 
Score: -11116178.000000 Penalty: 3803.732910
	Iteration 45Q: 3 clusters Score -1.111618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 120225 members 
Entering Unmasked Estep 
Score: -11116178.000000 Penalty: 3803.732910
	Iteration 46Q: 3 clusters Score -1.111618e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 120230 members 
Entering Unmasked Estep 
Score: -11116189.000000 Penalty: 3803.732910
	Iteration 47Q: 3 clusters Score -1.111619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 120233 members 
Entering Unmasked Estep 
Score: -11116193.000000 Penalty: 3803.732910
	Iteration 48Q: 3 clusters Score -1.111619e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 120240 members 
Entering Unmasked Estep 
Score: -11116182.000000 Penalty: 3803.732910
	Iteration 49Q: 3 clusters Score -1.111618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 120244 members 
Entering Unmasked Estep 
Score: -11116189.000000 Penalty: 3803.732910
	Iteration 50Q: 3 clusters Score -1.111619e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 120247 members 
Entering Unmasked Estep 
Score: -11116205.000000 Penalty: 3803.732910
	Iteration 51Q: 3 clusters Score -1.11162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 120253 members 
Entering Unmasked Estep 
Score: -11116201.000000 Penalty: 3803.732910
	Iteration 52Q: 3 clusters Score -1.11162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 120254 members 
Entering Unmasked Estep 
Score: -11116204.000000 Penalty: 3803.732910
	Iteration 53Q: 3 clusters Score -1.11162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 120258 members 
Entering Unmasked Estep 
Score: -11116210.000000 Penalty: 3803.732910
	Iteration 54Q: 3 clusters Score -1.111621e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 120263 members 
Entering Unmasked Estep 
Score: -11116213.000000 Penalty: 3803.732910
	Iteration 55Q: 3 clusters Score -1.111621e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 120269 members 
Entering Unmasked Estep 
Score: -11116224.000000 Penalty: 3803.732910
	Iteration 56Q: 3 clusters Score -1.111622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 120274 members 
Entering Unmasked Estep 
Score: -11116221.000000 Penalty: 3803.732910
	Iteration 57Q: 3 clusters Score -1.111622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 120275 members 
Entering Unmasked Estep 
Score: -11116222.000000 Penalty: 3803.732910
	Iteration 58Q: 3 clusters Score -1.111622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 120277 members 
Entering Unmasked Estep 
Score: -11116222.000000 Penalty: 3803.732910
	Iteration 59Q: 3 clusters Score -1.111622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 120280 members 
Entering Unmasked Estep 
Score: -11116215.000000 Penalty: 3803.732910
	Iteration 60F: 3 clusters Score -1.111622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 120282 members 
Entering Unmasked Estep 
Score: -11116220.000000 Penalty: 3803.732910
	Iteration 61Q: 3 clusters Score -1.111622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 120285 members 
Entering Unmasked Estep 
Score: -11116232.000000 Penalty: 3803.732910
	Iteration 62Q: 3 clusters Score -1.111623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 120286 members 
Entering Unmasked Estep 
Score: -11116227.000000 Penalty: 3803.732910
	Iteration 63Q: 3 clusters Score -1.111623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 120289 members 
Entering Unmasked Estep 
Score: -11116225.000000 Penalty: 3803.732910
	Iteration 64Q: 3 clusters Score -1.111622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 120291 members 
Entering Unmasked Estep 
Score: -11116225.000000 Penalty: 3803.732910
	Iteration 65Q: 3 clusters Score -1.111622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 120293 members 
Entering Unmasked Estep 
Score: -11116226.000000 Penalty: 3803.732910
	Iteration 66Q: 3 clusters Score -1.111623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 120295 members 
Entering Unmasked Estep 
Score: -11116228.000000 Penalty: 3803.732910
	Iteration 67Q: 3 clusters Score -1.111623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 120296 members 
Entering Unmasked Estep 
Score: -11116225.000000 Penalty: 3803.732910
	Iteration 68Q: 3 clusters Score -1.111622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 120297 members 
Entering Unmasked Estep 
Score: -11116219.000000 Penalty: 3803.732910
	Iteration 69Q: 3 clusters Score -1.111622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 120298 members 
Entering Unmasked Estep 
Score: -11116224.000000 Penalty: 3803.732910
	Iteration 70Q: 3 clusters Score -1.111622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 120300 members 
Entering Unmasked Estep 
Score: -11116226.000000 Penalty: 3803.732910
	Iteration 71Q: 3 clusters Score -1.111623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 120301 members 
Entering Unmasked Estep 
Score: -11116225.000000 Penalty: 3803.732910
	Iteration 72Q: 3 clusters Score -1.111622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 120303 members 
Entering Unmasked Estep 
Score: -11116229.000000 Penalty: 3803.732910
	Iteration 73Q: 3 clusters Score -1.111623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 120303 members 
Entering Unmasked Estep 
Score: -11116226.000000 Penalty: 3803.732910
	Iteration 74Q: 3 clusters Score -1.111623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 120304 members 
Entering Unmasked Estep 
Score: -11116230.000000 Penalty: 3803.732910
	Iteration 75Q: 3 clusters Score -1.111623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 120305 members 
Entering Unmasked Estep 
Score: -11116234.000000 Penalty: 3803.732910
	Iteration 76Q: 3 clusters Score -1.111623e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 120305 members 
Entering Unmasked Estep 
Score: -11116234.000000 Penalty: 3803.732910
	Iteration 77F: 3 clusters Score -1.111623e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (55980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55980 members 
Entering Unmasked Estep 
Score: -5160565.000000 Penalty: 1776.571777
	Iteration 0F: 2 clusters Score -5160565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -5123221.000000 Penalty: 3553.143555
	Iteration 0F: 3 clusters Score -5123221 nChanged 26375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -5138366.000000 Penalty: 3553.143555
	Iteration 1F: 3 clusters Score -5138366 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -5139323.000000 Penalty: 3553.143555
	Iteration 2Q: 3 clusters Score -5139323 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -5140807.500000 Penalty: 3553.143555
	Iteration 3F: 3 clusters Score -5140808 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -5142952.000000 Penalty: 3553.143555
	Iteration 4F: 3 clusters Score -5142952 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -5145492.000000 Penalty: 3553.143555
	Iteration 5F: 3 clusters Score -5145492 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -5148120.000000 Penalty: 3553.143555
	Iteration 6F: 3 clusters Score -5148120 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 44102 members 
Entering Unmasked Estep 
Score: -5150528.500000 Penalty: 3553.143555
	Iteration 7F: 3 clusters Score -5150528 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 46942 members 
Entering Unmasked Estep 
Score: -5152764.500000 Penalty: 3553.143555
	Iteration 8F: 3 clusters Score -5152764 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 49414 members 
Entering Unmasked Estep 
Score: -5154627.500000 Penalty: 3553.143555
	Iteration 9Q: 3 clusters Score -5154628 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -5156146.500000 Penalty: 3553.143555
	Iteration 10Q: 3 clusters Score -5156146 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 52923 members 
Entering Unmasked Estep 
Score: -5157251.500000 Penalty: 3553.143555
	Iteration 11Q: 3 clusters Score -5157252 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 53958 members 
Entering Unmasked Estep 
Score: -5158006.000000 Penalty: 3553.143555
	Iteration 12Q: 3 clusters Score -5158006 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 54602 members 
Entering Unmasked Estep 
Score: -5158467.000000 Penalty: 3553.143555
	Iteration 13Q: 3 clusters Score -5158467 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 54944 members 
Entering Unmasked Estep 
Score: -5158680.000000 Penalty: 3553.143555
	Iteration 14Q: 3 clusters Score -5158680 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 55131 members 
Entering Unmasked Estep 
Score: -5158817.500000 Penalty: 3553.143555
	Iteration 15Q: 3 clusters Score -5158818 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 55269 members 
Entering Unmasked Estep 
Score: -5158927.500000 Penalty: 3553.143555
	Iteration 16Q: 3 clusters Score -5158928 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 55337 members 
Entering Unmasked Estep 
Score: -5158999.000000 Penalty: 3553.143555
	Iteration 17Q: 3 clusters Score -5158999 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 55384 members 
Entering Unmasked Estep 
Score: -5159037.000000 Penalty: 3553.143555
	Iteration 18Q: 3 clusters Score -5159037 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 55409 members 
Entering Unmasked Estep 
Score: -5159054.500000 Penalty: 3553.143555
	Iteration 19Q: 3 clusters Score -5159054 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 55434 members 
Entering Unmasked Estep 
Score: -5159071.000000 Penalty: 3553.143555
	Iteration 20F: 3 clusters Score -5159071 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 55449 members 
Entering Unmasked Estep 
Score: -5159082.000000 Penalty: 3553.143555
	Iteration 21Q: 3 clusters Score -5159082 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 55461 members 
Entering Unmasked Estep 
Score: -5159092.000000 Penalty: 3553.143555
	Iteration 22Q: 3 clusters Score -5159092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 55463 members 
Entering Unmasked Estep 
Score: -5159102.000000 Penalty: 3553.143555
	Iteration 23Q: 3 clusters Score -5159102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 55472 members 
Entering Unmasked Estep 
Score: -5159106.500000 Penalty: 3553.143555
	Iteration 24Q: 3 clusters Score -5159106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 55477 members 
Entering Unmasked Estep 
Score: -5159107.000000 Penalty: 3553.143555
	Iteration 25Q: 3 clusters Score -5159107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 55480 members 
Entering Unmasked Estep 
Score: -5159113.500000 Penalty: 3553.143555
	Iteration 26Q: 3 clusters Score -5159114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 55487 members 
Entering Unmasked Estep 
Score: -5159124.000000 Penalty: 3553.143555
	Iteration 27Q: 3 clusters Score -5159124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 55496 members 
Entering Unmasked Estep 
Score: -5159136.500000 Penalty: 3553.143555
	Iteration 28Q: 3 clusters Score -5159136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 55499 members 
Entering Unmasked Estep 
Score: -5159140.000000 Penalty: 3553.143555
	Iteration 29Q: 3 clusters Score -5159140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 55502 members 
Entering Unmasked Estep 
Score: -5159143.500000 Penalty: 3553.143555
	Iteration 30Q: 3 clusters Score -5159144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 55503 members 
Entering Unmasked Estep 
Score: -5159148.500000 Penalty: 3553.143555
	Iteration 31Q: 3 clusters Score -5159148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 55503 members 
Entering Unmasked Estep 
Score: -5159149.000000 Penalty: 3553.143555
	Iteration 32Q: 3 clusters Score -5159149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 55504 members 
Entering Unmasked Estep 
Score: -5159148.500000 Penalty: 3553.143555
	Iteration 33Q: 3 clusters Score -5159148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 55504 members 
Entering Unmasked Estep 
Score: -5159148.500000 Penalty: 3553.143555
	Iteration 34F: 3 clusters Score -5159148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (127859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127859 members 
Entering Unmasked Estep 
Score: -11637252.000000 Penalty: 1910.786011
	Iteration 0F: 2 clusters Score -1.163725e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63787 members 
Mstep: Class 2 contains 64072 members 
Entering Unmasked Estep 
Score: -11551992.000000 Penalty: 3821.572021
	Iteration 0F: 3 clusters Score -1.155199e+07 nChanged 61214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60349 members 
Mstep: Class 2 contains 67510 members 
Entering Unmasked Estep 
Score: -11587644.000000 Penalty: 3821.572021
	Iteration 1F: 3 clusters Score -1.158764e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58045 members 
Mstep: Class 2 contains 69814 members 
Entering Unmasked Estep 
Score: -11588788.000000 Penalty: 3821.572021
	Iteration 2Q: 3 clusters Score -1.158879e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54431 members 
Mstep: Class 2 contains 73428 members 
Entering Unmasked Estep 
Score: -11590750.000000 Penalty: 3821.572021
	Iteration 3Q: 3 clusters Score -1.159075e+07 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 78899 members 
Entering Unmasked Estep 
Score: -11594105.000000 Penalty: 3821.572021
	Iteration 4F: 3 clusters Score -1.15941e+07 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 86409 members 
Entering Unmasked Estep 
Score: -11599608.000000 Penalty: 3821.572021
	Iteration 5F: 3 clusters Score -1.159961e+07 nChanged 10116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 95707 members 
Entering Unmasked Estep 
Score: -11607306.000000 Penalty: 3821.572021
	Iteration 6F: 3 clusters Score -1.160731e+07 nChanged 10098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 105341 members 
Entering Unmasked Estep 
Score: -11615809.000000 Penalty: 3821.572021
	Iteration 7F: 3 clusters Score -1.161581e+07 nChanged 8634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 113831 members 
Entering Unmasked Estep 
Score: -11623380.000000 Penalty: 3821.572021
	Iteration 8F: 3 clusters Score -1.162338e+07 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 120066 members 
Entering Unmasked Estep 
Score: -11629083.000000 Penalty: 3821.572021
	Iteration 9Q: 3 clusters Score -1.162908e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 123894 members 
Entering Unmasked Estep 
Score: -11632503.000000 Penalty: 3821.572021
	Iteration 10Q: 3 clusters Score -1.16325e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 125835 members 
Entering Unmasked Estep 
Score: -11634273.000000 Penalty: 3821.572021
	Iteration 11Q: 3 clusters Score -1.163427e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 126692 members 
Entering Unmasked Estep 
Score: -11635025.000000 Penalty: 3821.572021
	Iteration 12Q: 3 clusters Score -1.163502e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 127046 members 
Entering Unmasked Estep 
Score: -11635351.000000 Penalty: 3821.572021
	Iteration 13Q: 3 clusters Score -1.163535e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 127187 members 
Entering Unmasked Estep 
Score: -11635478.000000 Penalty: 3821.572021
	Iteration 14Q: 3 clusters Score -1.163548e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 127253 members 
Entering Unmasked Estep 
Score: -11635528.000000 Penalty: 3821.572021
	Iteration 15Q: 3 clusters Score -1.163553e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 127292 members 
Entering Unmasked Estep 
Score: -11635566.000000 Penalty: 3821.572021
	Iteration 16Q: 3 clusters Score -1.163557e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 127321 members 
Entering Unmasked Estep 
Score: -11635599.000000 Penalty: 3821.572021
	Iteration 17Q: 3 clusters Score -1.16356e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 127338 members 
Entering Unmasked Estep 
Score: -11635613.000000 Penalty: 3821.572021
	Iteration 18Q: 3 clusters Score -1.163561e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 127355 members 
Entering Unmasked Estep 
Score: -11635626.000000 Penalty: 3821.572021
	Iteration 19Q: 3 clusters Score -1.163563e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 127364 members 
Entering Unmasked Estep 
Score: -11635642.000000 Penalty: 3821.572021
	Iteration 20F: 3 clusters Score -1.163564e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 127372 members 
Entering Unmasked Estep 
Score: -11635660.000000 Penalty: 3821.572021
	Iteration 21Q: 3 clusters Score -1.163566e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 127380 members 
Entering Unmasked Estep 
Score: -11635671.000000 Penalty: 3821.572021
	Iteration 22Q: 3 clusters Score -1.163567e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 127388 members 
Entering Unmasked Estep 
Score: -11635695.000000 Penalty: 3821.572021
	Iteration 23Q: 3 clusters Score -1.16357e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 127399 members 
Entering Unmasked Estep 
Score: -11635696.000000 Penalty: 3821.572021
	Iteration 24Q: 3 clusters Score -1.16357e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 127403 members 
Entering Unmasked Estep 
Score: -11635708.000000 Penalty: 3821.572021
	Iteration 25Q: 3 clusters Score -1.163571e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 127406 members 
Entering Unmasked Estep 
Score: -11635710.000000 Penalty: 3821.572021
	Iteration 26Q: 3 clusters Score -1.163571e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 127407 members 
Entering Unmasked Estep 
Score: -11635720.000000 Penalty: 3821.572021
	Iteration 27Q: 3 clusters Score -1.163572e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 127412 members 
Entering Unmasked Estep 
Score: -11635711.000000 Penalty: 3821.572021
	Iteration 28Q: 3 clusters Score -1.163571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 127416 members 
Entering Unmasked Estep 
Score: -11635716.000000 Penalty: 3821.572021
	Iteration 29Q: 3 clusters Score -1.163572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 127418 members 
Entering Unmasked Estep 
Score: -11635715.000000 Penalty: 3821.572021
	Iteration 30Q: 3 clusters Score -1.163572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 127415 members 
Entering Unmasked Estep 
Score: -11635720.000000 Penalty: 3821.572021
	Iteration 31Q: 3 clusters Score -1.163572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 127414 members 
Entering Unmasked Estep 
Score: -11635716.000000 Penalty: 3821.572021
	Iteration 32Q: 3 clusters Score -1.163572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 127415 members 
Entering Unmasked Estep 
Score: -11635716.000000 Penalty: 3821.572021
	Iteration 33Q: 3 clusters Score -1.163572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 127413 members 
Entering Unmasked Estep 
Score: -11635726.000000 Penalty: 3821.572021
	Iteration 34Q: 3 clusters Score -1.163573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 127412 members 
Entering Unmasked Estep 
Score: -11635724.000000 Penalty: 3821.572021
	Iteration 35Q: 3 clusters Score -1.163572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 127411 members 
Entering Unmasked Estep 
Score: -11635720.000000 Penalty: 3821.572021
	Iteration 36Q: 3 clusters Score -1.163572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 127412 members 
Entering Unmasked Estep 
Score: -11635727.000000 Penalty: 3821.572021
	Iteration 37Q: 3 clusters Score -1.163573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 127417 members 
Entering Unmasked Estep 
Score: -11635732.000000 Penalty: 3821.572021
	Iteration 38Q: 3 clusters Score -1.163573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 127419 members 
Entering Unmasked Estep 
Score: -11635736.000000 Penalty: 3821.572021
	Iteration 39Q: 3 clusters Score -1.163574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 127419 members 
Entering Unmasked Estep 
Score: -11635736.000000 Penalty: 3821.572021
	Iteration 40F: 3 clusters Score -1.163574e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -3825637.500000 Penalty: 1730.198486
	Iteration 0F: 2 clusters Score -3825638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -3797561.500000 Penalty: 3460.396973
	Iteration 0F: 3 clusters Score -3797562 nChanged 19608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -3808466.000000 Penalty: 3460.396973
	Iteration 1F: 3 clusters Score -3808466 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -3808968.250000 Penalty: 3460.396973
	Iteration 2Q: 3 clusters Score -3808968 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -3809550.250000 Penalty: 3460.396973
	Iteration 3Q: 3 clusters Score -3809550 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -3810384.250000 Penalty: 3460.396973
	Iteration 4Q: 3 clusters Score -3810384 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -3811543.500000 Penalty: 3460.396973
	Iteration 5F: 3 clusters Score -3811544 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -3812971.000000 Penalty: 3460.396973
	Iteration 6F: 3 clusters Score -3812971 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -3814575.500000 Penalty: 3460.396973
	Iteration 7F: 3 clusters Score -3814576 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -3816087.000000 Penalty: 3460.396973
	Iteration 8F: 3 clusters Score -3816087 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -3817374.750000 Penalty: 3460.396973
	Iteration 9F: 3 clusters Score -3817375 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -3818519.250000 Penalty: 3460.396973
	Iteration 10Q: 3 clusters Score -3818519 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -3819568.000000 Penalty: 3460.396973
	Iteration 11Q: 3 clusters Score -3819568 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -3820560.750000 Penalty: 3460.396973
	Iteration 12Q: 3 clusters Score -3820561 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -3821322.750000 Penalty: 3460.396973
	Iteration 13Q: 3 clusters Score -3821323 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -3821911.500000 Penalty: 3460.396973
	Iteration 14Q: 3 clusters Score -3821912 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -3822318.250000 Penalty: 3460.396973
	Iteration 15Q: 3 clusters Score -3822318 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -3822687.750000 Penalty: 3460.396973
	Iteration 16Q: 3 clusters Score -3822688 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -3822980.250000 Penalty: 3460.396973
	Iteration 17Q: 3 clusters Score -3822980 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -3823275.500000 Penalty: 3460.396973
	Iteration 18Q: 3 clusters Score -3823276 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -3823496.000000 Penalty: 3460.396973
	Iteration 19Q: 3 clusters Score -3823496 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -3823705.250000 Penalty: 3460.396973
	Iteration 20F: 3 clusters Score -3823705 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -3823882.250000 Penalty: 3460.396973
	Iteration 21Q: 3 clusters Score -3823882 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -3824045.250000 Penalty: 3460.396973
	Iteration 22Q: 3 clusters Score -3824045 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -3824196.750000 Penalty: 3460.396973
	Iteration 23Q: 3 clusters Score -3824197 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3824351.750000 Penalty: 3460.396973
	Iteration 24Q: 3 clusters Score -3824352 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3824473.250000 Penalty: 3460.396973
	Iteration 25Q: 3 clusters Score -3824473 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3824555.750000 Penalty: 3460.396973
	Iteration 26Q: 3 clusters Score -3824556 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3824606.250000 Penalty: 3460.396973
	Iteration 27Q: 3 clusters Score -3824606 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3824628.750000 Penalty: 3460.396973
	Iteration 28Q: 3 clusters Score -3824629 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3824651.500000 Penalty: 3460.396973
	Iteration 29Q: 3 clusters Score -3824652 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3824670.000000 Penalty: 3460.396973
	Iteration 30Q: 3 clusters Score -3824670 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3824683.500000 Penalty: 3460.396973
	Iteration 31Q: 3 clusters Score -3824684 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3824679.500000 Penalty: 3460.396973
	Iteration 32Q: 3 clusters Score -3824680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3824689.000000 Penalty: 3460.396973
	Iteration 33Q: 3 clusters Score -3824689 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3824704.000000 Penalty: 3460.396973
	Iteration 34Q: 3 clusters Score -3824704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3824712.000000 Penalty: 3460.396973
	Iteration 35Q: 3 clusters Score -3824712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3824704.500000 Penalty: 3460.396973
	Iteration 36Q: 3 clusters Score -3824704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3824707.250000 Penalty: 3460.396973
	Iteration 37Q: 3 clusters Score -3824707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3824704.750000 Penalty: 3460.396973
	Iteration 38Q: 3 clusters Score -3824705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3824711.000000 Penalty: 3460.396973
	Iteration 39Q: 3 clusters Score -3824711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3824710.750000 Penalty: 3460.396973
	Iteration 40F: 3 clusters Score -3824711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3824714.750000 Penalty: 3460.396973
	Iteration 41Q: 3 clusters Score -3824715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3824716.750000 Penalty: 3460.396973
	Iteration 42Q: 3 clusters Score -3824717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3824715.250000 Penalty: 3460.396973
	Iteration 43Q: 3 clusters Score -3824715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3824713.000000 Penalty: 3460.396973
	Iteration 44Q: 3 clusters Score -3824713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3824714.750000 Penalty: 3460.396973
	Iteration 45Q: 3 clusters Score -3824715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3824713.750000 Penalty: 3460.396973
	Iteration 46Q: 3 clusters Score -3824714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3824713.750000 Penalty: 3460.396973
	Iteration 47F: 3 clusters Score -3824714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Entering Unmasked Estep 
Score: -108461.031250 Penalty: 1168.484863
	Iteration 0F: 2 clusters Score -108461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -106836.093750 Penalty: 2336.969727
	Iteration 0F: 3 clusters Score -106836.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -107197.601562 Penalty: 2336.969727
	Iteration 1F: 3 clusters Score -107197.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -107334.312500 Penalty: 2336.969727
	Iteration 2F: 3 clusters Score -107334.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -107456.585938 Penalty: 2336.969727
	Iteration 3F: 3 clusters Score -107456.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -107572.789062 Penalty: 2336.969727
	Iteration 4Q: 3 clusters Score -107572.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -107719.164062 Penalty: 2336.969727
	Iteration 5Q: 3 clusters Score -107719.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -107866.140625 Penalty: 2336.969727
	Iteration 6F: 3 clusters Score -107866.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -107960.625000 Penalty: 2336.969727
	Iteration 7Q: 3 clusters Score -107960.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -108023.921875 Penalty: 2336.969727
	Iteration 8Q: 3 clusters Score -108023.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -108063.828125 Penalty: 2336.969727
	Iteration 9Q: 3 clusters Score -108063.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -108092.054688 Penalty: 2336.969727
	Iteration 10Q: 3 clusters Score -108092.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -108115.648438 Penalty: 2336.969727
	Iteration 11Q: 3 clusters Score -108115.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -108130.273438 Penalty: 2336.969727
	Iteration 12Q: 3 clusters Score -108130.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -108141.554688 Penalty: 2336.969727
	Iteration 13Q: 3 clusters Score -108141.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -108151.312500 Penalty: 2336.969727
	Iteration 14Q: 3 clusters Score -108151.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -108164.273438 Penalty: 2336.969727
	Iteration 15Q: 3 clusters Score -108164.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -108168.343750 Penalty: 2336.969727
	Iteration 16Q: 3 clusters Score -108168.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -108172.390625 Penalty: 2336.969727
	Iteration 17Q: 3 clusters Score -108172.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -108179.242188 Penalty: 2336.969727
	Iteration 18Q: 3 clusters Score -108179.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -108180.546875 Penalty: 2336.969727
	Iteration 19Q: 3 clusters Score -108180.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -108181.218750 Penalty: 2336.969727
	Iteration 20F: 3 clusters Score -108181.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -108182.351562 Penalty: 2336.969727
	Iteration 21Q: 3 clusters Score -108182.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -108188.945312 Penalty: 2336.969727
	Iteration 22Q: 3 clusters Score -108188.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -108196.742188 Penalty: 2336.969727
	Iteration 23Q: 3 clusters Score -108196.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -108201.968750 Penalty: 2336.969727
	Iteration 24Q: 3 clusters Score -108202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -108203.265625 Penalty: 2336.969727
	Iteration 25Q: 3 clusters Score -108203.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -108203.265625 Penalty: 2336.969727
	Iteration 26F: 3 clusters Score -108203.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Entering Unmasked Estep 
Score: -964850.437500 Penalty: 1502.270508
	Iteration 0F: 2 clusters Score -964850.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -957489.187500 Penalty: 3004.541016
	Iteration 0F: 3 clusters Score -957489.2 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -959848.625000 Penalty: 3004.541016
	Iteration 1F: 3 clusters Score -959848.6 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -960100.375000 Penalty: 3004.541016
	Iteration 2F: 3 clusters Score -960100.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -960282.000000 Penalty: 3004.541016
	Iteration 3Q: 3 clusters Score -960282 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -960443.875000 Penalty: 3004.541016
	Iteration 4Q: 3 clusters Score -960443.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -960608.000000 Penalty: 3004.541016
	Iteration 5Q: 3 clusters Score -960608 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -960795.625000 Penalty: 3004.541016
	Iteration 6Q: 3 clusters Score -960795.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -961029.625000 Penalty: 3004.541016
	Iteration 7Q: 3 clusters Score -961029.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -961315.687500 Penalty: 3004.541016
	Iteration 8Q: 3 clusters Score -961315.7 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -961664.250000 Penalty: 3004.541016
	Iteration 9F: 3 clusters Score -961664.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -962059.750000 Penalty: 3004.541016
	Iteration 10F: 3 clusters Score -962059.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -962430.125000 Penalty: 3004.541016
	Iteration 11Q: 3 clusters Score -962430.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -962737.875000 Penalty: 3004.541016
	Iteration 12Q: 3 clusters Score -962737.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -962976.750000 Penalty: 3004.541016
	Iteration 13Q: 3 clusters Score -962976.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -963165.937500 Penalty: 3004.541016
	Iteration 14Q: 3 clusters Score -963165.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -963296.250000 Penalty: 3004.541016
	Iteration 15Q: 3 clusters Score -963296.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -963405.375000 Penalty: 3004.541016
	Iteration 16Q: 3 clusters Score -963405.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -963515.812500 Penalty: 3004.541016
	Iteration 17Q: 3 clusters Score -963515.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -963612.625000 Penalty: 3004.541016
	Iteration 18Q: 3 clusters Score -963612.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -963684.125000 Penalty: 3004.541016
	Iteration 19Q: 3 clusters Score -963684.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -963729.562500 Penalty: 3004.541016
	Iteration 20F: 3 clusters Score -963729.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -963766.000000 Penalty: 3004.541016
	Iteration 21Q: 3 clusters Score -963766 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -963787.062500 Penalty: 3004.541016
	Iteration 22Q: 3 clusters Score -963787.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -963798.312500 Penalty: 3004.541016
	Iteration 23Q: 3 clusters Score -963798.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -963806.000000 Penalty: 3004.541016
	Iteration 24Q: 3 clusters Score -963806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -963813.562500 Penalty: 3004.541016
	Iteration 25Q: 3 clusters Score -963813.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -963815.875000 Penalty: 3004.541016
	Iteration 26Q: 3 clusters Score -963815.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -963817.500000 Penalty: 3004.541016
	Iteration 27Q: 3 clusters Score -963817.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -963816.625000 Penalty: 3004.541016
	Iteration 28Q: 3 clusters Score -963816.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -963820.687500 Penalty: 3004.541016
	Iteration 29Q: 3 clusters Score -963820.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -963824.187500 Penalty: 3004.541016
	Iteration 30Q: 3 clusters Score -963824.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -963822.875000 Penalty: 3004.541016
	Iteration 31Q: 3 clusters Score -963822.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -963822.875000 Penalty: 3004.541016
	Iteration 32F: 3 clusters Score -963822.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Entering Unmasked Estep 
Score: -918941.937500 Penalty: 1496.420166
	Iteration 0F: 2 clusters Score -918941.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -911766.375000 Penalty: 2992.840332
	Iteration 0F: 3 clusters Score -911766.4 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -914031.625000 Penalty: 2992.840332
	Iteration 1F: 3 clusters Score -914031.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -914243.625000 Penalty: 2992.840332
	Iteration 2F: 3 clusters Score -914243.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -914399.000000 Penalty: 2992.840332
	Iteration 3Q: 3 clusters Score -914399 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -914539.000000 Penalty: 2992.840332
	Iteration 4Q: 3 clusters Score -914539 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -914659.437500 Penalty: 2992.840332
	Iteration 5Q: 3 clusters Score -914659.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -914774.437500 Penalty: 2992.840332
	Iteration 6Q: 3 clusters Score -914774.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -914884.250000 Penalty: 2992.840332
	Iteration 7Q: 3 clusters Score -914884.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -915014.312500 Penalty: 2992.840332
	Iteration 8Q: 3 clusters Score -915014.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -915159.062500 Penalty: 2992.840332
	Iteration 9Q: 3 clusters Score -915159.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -915331.437500 Penalty: 2992.840332
	Iteration 10Q: 3 clusters Score -915331.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -915526.062500 Penalty: 2992.840332
	Iteration 11Q: 3 clusters Score -915526.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -915759.812500 Penalty: 2992.840332
	Iteration 12Q: 3 clusters Score -915759.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -916009.500000 Penalty: 2992.840332
	Iteration 13Q: 3 clusters Score -916009.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -916270.562500 Penalty: 2992.840332
	Iteration 14Q: 3 clusters Score -916270.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -916578.437500 Penalty: 2992.840332
	Iteration 15Q: 3 clusters Score -916578.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -916867.625000 Penalty: 2992.840332
	Iteration 16Q: 3 clusters Score -916867.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -917111.937500 Penalty: 2992.840332
	Iteration 17Q: 3 clusters Score -917111.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -917278.375000 Penalty: 2992.840332
	Iteration 18Q: 3 clusters Score -917278.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -917394.375000 Penalty: 2992.840332
	Iteration 19Q: 3 clusters Score -917394.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -917473.687500 Penalty: 2992.840332
	Iteration 20F: 3 clusters Score -917473.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -917526.000000 Penalty: 2992.840332
	Iteration 21Q: 3 clusters Score -917526 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -917565.312500 Penalty: 2992.840332
	Iteration 22Q: 3 clusters Score -917565.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -917599.375000 Penalty: 2992.840332
	Iteration 23Q: 3 clusters Score -917599.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -917624.187500 Penalty: 2992.840332
	Iteration 24Q: 3 clusters Score -917624.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -917634.812500 Penalty: 2992.840332
	Iteration 25Q: 3 clusters Score -917634.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -917643.125000 Penalty: 2992.840332
	Iteration 26Q: 3 clusters Score -917643.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -917649.437500 Penalty: 2992.840332
	Iteration 27Q: 3 clusters Score -917649.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -917653.125000 Penalty: 2992.840332
	Iteration 28Q: 3 clusters Score -917653.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -917662.187500 Penalty: 2992.840332
	Iteration 29Q: 3 clusters Score -917662.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -917667.062500 Penalty: 2992.840332
	Iteration 30Q: 3 clusters Score -917667.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -917672.625000 Penalty: 2992.840332
	Iteration 31Q: 3 clusters Score -917672.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -917679.562500 Penalty: 2992.840332
	Iteration 32Q: 3 clusters Score -917679.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -917684.625000 Penalty: 2992.840332
	Iteration 33Q: 3 clusters Score -917684.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -917693.500000 Penalty: 2992.840332
	Iteration 34Q: 3 clusters Score -917693.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -917695.000000 Penalty: 2992.840332
	Iteration 35Q: 3 clusters Score -917695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -917696.250000 Penalty: 2992.840332
	Iteration 36Q: 3 clusters Score -917696.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -917694.562500 Penalty: 2992.840332
	Iteration 37Q: 3 clusters Score -917694.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -917694.562500 Penalty: 2992.840332
	Iteration 38F: 3 clusters Score -917694.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Entering Unmasked Estep 
Score: -140133.500000 Penalty: 1203.393066
	Iteration 0F: 2 clusters Score -140133.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -138264.937500 Penalty: 2406.786133
	Iteration 0F: 3 clusters Score -138264.9 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -138687.234375 Penalty: 2406.786133
	Iteration 1F: 3 clusters Score -138687.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -138876.171875 Penalty: 2406.786133
	Iteration 2F: 3 clusters Score -138876.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -139026.375000 Penalty: 2406.786133
	Iteration 3F: 3 clusters Score -139026.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -139119.703125 Penalty: 2406.786133
	Iteration 4F: 3 clusters Score -139119.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -139181.093750 Penalty: 2406.786133
	Iteration 5Q: 3 clusters Score -139181.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -139234.859375 Penalty: 2406.786133
	Iteration 6Q: 3 clusters Score -139234.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -139260.656250 Penalty: 2406.786133
	Iteration 7Q: 3 clusters Score -139260.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -139291.125000 Penalty: 2406.786133
	Iteration 8Q: 3 clusters Score -139291.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -139321.984375 Penalty: 2406.786133
	Iteration 9Q: 3 clusters Score -139322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -139340.265625 Penalty: 2406.786133
	Iteration 10Q: 3 clusters Score -139340.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -139356.296875 Penalty: 2406.786133
	Iteration 11Q: 3 clusters Score -139356.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -139363.171875 Penalty: 2406.786133
	Iteration 12Q: 3 clusters Score -139363.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -139379.062500 Penalty: 2406.786133
	Iteration 13Q: 3 clusters Score -139379.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -139392.578125 Penalty: 2406.786133
	Iteration 14Q: 3 clusters Score -139392.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -139407.234375 Penalty: 2406.786133
	Iteration 15Q: 3 clusters Score -139407.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -139423.578125 Penalty: 2406.786133
	Iteration 16Q: 3 clusters Score -139423.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -139440.437500 Penalty: 2406.786133
	Iteration 17Q: 3 clusters Score -139440.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -139455.515625 Penalty: 2406.786133
	Iteration 18Q: 3 clusters Score -139455.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -139465.375000 Penalty: 2406.786133
	Iteration 19Q: 3 clusters Score -139465.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -139467.765625 Penalty: 2406.786133
	Iteration 20F: 3 clusters Score -139467.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -139468.671875 Penalty: 2406.786133
	Iteration 21Q: 3 clusters Score -139468.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -139469.750000 Penalty: 2406.786133
	Iteration 22Q: 3 clusters Score -139469.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -139470.453125 Penalty: 2406.786133
	Iteration 23Q: 3 clusters Score -139470.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -139470.703125 Penalty: 2406.786133
	Iteration 24Q: 3 clusters Score -139470.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -139473.578125 Penalty: 2406.786133
	Iteration 25Q: 3 clusters Score -139473.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -139476.109375 Penalty: 2406.786133
	Iteration 26Q: 3 clusters Score -139476.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -139476.984375 Penalty: 2406.786133
	Iteration 27Q: 3 clusters Score -139477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -139476.984375 Penalty: 2406.786133
	Iteration 28F: 3 clusters Score -139477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -169495.671875 Penalty: 1230.029419
	Iteration 0F: 2 clusters Score -169495.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -167412.750000 Penalty: 2460.058838
	Iteration 0F: 3 clusters Score -167412.8 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -167830.968750 Penalty: 2460.058838
	Iteration 1F: 3 clusters Score -167831 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -167960.406250 Penalty: 2460.058838
	Iteration 2F: 3 clusters Score -167960.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -168035.140625 Penalty: 2460.058838
	Iteration 3F: 3 clusters Score -168035.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -168083.406250 Penalty: 2460.058838
	Iteration 4Q: 3 clusters Score -168083.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -168141.453125 Penalty: 2460.058838
	Iteration 5Q: 3 clusters Score -168141.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -168204.562500 Penalty: 2460.058838
	Iteration 6Q: 3 clusters Score -168204.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -168253.046875 Penalty: 2460.058838
	Iteration 7Q: 3 clusters Score -168253 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -168310.718750 Penalty: 2460.058838
	Iteration 8Q: 3 clusters Score -168310.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -168360.437500 Penalty: 2460.058838
	Iteration 9Q: 3 clusters Score -168360.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -168401.625000 Penalty: 2460.058838
	Iteration 10Q: 3 clusters Score -168401.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -168429.484375 Penalty: 2460.058838
	Iteration 11Q: 3 clusters Score -168429.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -168448.531250 Penalty: 2460.058838
	Iteration 12Q: 3 clusters Score -168448.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -168467.296875 Penalty: 2460.058838
	Iteration 13Q: 3 clusters Score -168467.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -168488.500000 Penalty: 2460.058838
	Iteration 14Q: 3 clusters Score -168488.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -168519.562500 Penalty: 2460.058838
	Iteration 15Q: 3 clusters Score -168519.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -168550.218750 Penalty: 2460.058838
	Iteration 16Q: 3 clusters Score -168550.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -168572.109375 Penalty: 2460.058838
	Iteration 17Q: 3 clusters Score -168572.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -168601.750000 Penalty: 2460.058838
	Iteration 18Q: 3 clusters Score -168601.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -168641.609375 Penalty: 2460.058838
	Iteration 19Q: 3 clusters Score -168641.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -168661.421875 Penalty: 2460.058838
	Iteration 20F: 3 clusters Score -168661.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -168666.828125 Penalty: 2460.058838
	Iteration 21Q: 3 clusters Score -168666.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -168670.812500 Penalty: 2460.058838
	Iteration 22Q: 3 clusters Score -168670.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -168677.671875 Penalty: 2460.058838
	Iteration 23Q: 3 clusters Score -168677.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -168682.125000 Penalty: 2460.058838
	Iteration 24Q: 3 clusters Score -168682.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -168685.125000 Penalty: 2460.058838
	Iteration 25Q: 3 clusters Score -168685.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -168686.906250 Penalty: 2460.058838
	Iteration 26Q: 3 clusters Score -168686.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -168688.890625 Penalty: 2460.058838
	Iteration 27Q: 3 clusters Score -168688.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -168689.906250 Penalty: 2460.058838
	Iteration 28Q: 3 clusters Score -168689.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -168689.906250 Penalty: 2460.058838
	Iteration 29F: 3 clusters Score -168689.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Entering Unmasked Estep 
Score: -105228.750000 Penalty: 1151.866455
	Iteration 0F: 2 clusters Score -105228.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -103667.929688 Penalty: 2303.732910
	Iteration 0F: 3 clusters Score -103667.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -103945.375000 Penalty: 2303.732910
	Iteration 1F: 3 clusters Score -103945.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -104036.234375 Penalty: 2303.732910
	Iteration 2F: 3 clusters Score -104036.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -104082.023438 Penalty: 2303.732910
	Iteration 3Q: 3 clusters Score -104082 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -104097.921875 Penalty: 2303.732910
	Iteration 4Q: 3 clusters Score -104097.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -104110.296875 Penalty: 2303.732910
	Iteration 5Q: 3 clusters Score -104110.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -104119.976562 Penalty: 2303.732910
	Iteration 6Q: 3 clusters Score -104120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -104128.570312 Penalty: 2303.732910
	Iteration 7Q: 3 clusters Score -104128.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -104132.570312 Penalty: 2303.732910
	Iteration 8Q: 3 clusters Score -104132.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -104134.789062 Penalty: 2303.732910
	Iteration 9Q: 3 clusters Score -104134.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -104137.664062 Penalty: 2303.732910
	Iteration 10Q: 3 clusters Score -104137.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -104138.460938 Penalty: 2303.732910
	Iteration 11Q: 3 clusters Score -104138.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -104138.460938 Penalty: 2303.732910
	Iteration 12F: 3 clusters Score -104138.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Entering Unmasked Estep 
Score: -281828.687500 Penalty: 1315.336548
	Iteration 0F: 2 clusters Score -281828.7 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 1608 members 
Entering Unmasked Estep 
Score: -278963.812500 Penalty: 2630.673096
	Iteration 0F: 3 clusters Score -278963.8 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -279823.968750 Penalty: 2630.673096
	Iteration 1F: 3 clusters Score -279824 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -280037.218750 Penalty: 2630.673096
	Iteration 2F: 3 clusters Score -280037.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -280217.437500 Penalty: 2630.673096
	Iteration 3F: 3 clusters Score -280217.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -280363.375000 Penalty: 2630.673096
	Iteration 4F: 3 clusters Score -280363.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -280499.218750 Penalty: 2630.673096
	Iteration 5Q: 3 clusters Score -280499.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -280644.875000 Penalty: 2630.673096
	Iteration 6Q: 3 clusters Score -280644.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -280729.031250 Penalty: 2630.673096
	Iteration 7Q: 3 clusters Score -280729 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -280816.968750 Penalty: 2630.673096
	Iteration 8Q: 3 clusters Score -280817 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -280877.656250 Penalty: 2630.673096
	Iteration 9Q: 3 clusters Score -280877.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -280917.375000 Penalty: 2630.673096
	Iteration 10Q: 3 clusters Score -280917.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -280940.937500 Penalty: 2630.673096
	Iteration 11Q: 3 clusters Score -280940.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -280952.218750 Penalty: 2630.673096
	Iteration 12Q: 3 clusters Score -280952.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -280959.062500 Penalty: 2630.673096
	Iteration 13Q: 3 clusters Score -280959.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -280965.625000 Penalty: 2630.673096
	Iteration 14Q: 3 clusters Score -280965.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -280970.531250 Penalty: 2630.673096
	Iteration 15Q: 3 clusters Score -280970.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -280975.250000 Penalty: 2630.673096
	Iteration 16Q: 3 clusters Score -280975.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -280976.937500 Penalty: 2630.673096
	Iteration 17Q: 3 clusters Score -280976.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -280979.406250 Penalty: 2630.673096
	Iteration 18Q: 3 clusters Score -280979.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -280981.281250 Penalty: 2630.673096
	Iteration 19Q: 3 clusters Score -280981.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -280982.125000 Penalty: 2630.673096
	Iteration 20F: 3 clusters Score -280982.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -280982.812500 Penalty: 2630.673096
	Iteration 21Q: 3 clusters Score -280982.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -280982.968750 Penalty: 2630.673096
	Iteration 22Q: 3 clusters Score -280983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -280983.687500 Penalty: 2630.673096
	Iteration 23Q: 3 clusters Score -280983.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -280983.875000 Penalty: 2630.673096
	Iteration 24Q: 3 clusters Score -280983.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -280983.906250 Penalty: 2630.673096
	Iteration 25Q: 3 clusters Score -280983.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -280984.843750 Penalty: 2630.673096
	Iteration 26Q: 3 clusters Score -280984.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -280985.156250 Penalty: 2630.673096
	Iteration 27Q: 3 clusters Score -280985.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -280986.468750 Penalty: 2630.673096
	Iteration 28Q: 3 clusters Score -280986.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -280987.687500 Penalty: 2630.673096
	Iteration 29Q: 3 clusters Score -280987.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -280988.343750 Penalty: 2630.673096
	Iteration 30Q: 3 clusters Score -280988.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -280988.937500 Penalty: 2630.673096
	Iteration 31Q: 3 clusters Score -280988.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -280988.968750 Penalty: 2630.673096
	Iteration 32Q: 3 clusters Score -280989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -280988.968750 Penalty: 2630.673096
	Iteration 33F: 3 clusters Score -280989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Entering Unmasked Estep 
Score: -131812.562500 Penalty: 1222.214111
	Iteration 0F: 2 clusters Score -131812.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -129904.140625 Penalty: 2444.428223
	Iteration 0F: 3 clusters Score -129904.1 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -130429.101562 Penalty: 2444.428223
	Iteration 1F: 3 clusters Score -130429.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -130599.164062 Penalty: 2444.428223
	Iteration 2F: 3 clusters Score -130599.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -130748.148438 Penalty: 2444.428223
	Iteration 3F: 3 clusters Score -130748.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -130879.406250 Penalty: 2444.428223
	Iteration 4F: 3 clusters Score -130879.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -131006.007812 Penalty: 2444.428223
	Iteration 5Q: 3 clusters Score -131006 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -131162.453125 Penalty: 2444.428223
	Iteration 6Q: 3 clusters Score -131162.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -131305.437500 Penalty: 2444.428223
	Iteration 7F: 3 clusters Score -131305.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -131387.718750 Penalty: 2444.428223
	Iteration 8Q: 3 clusters Score -131387.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -131430.109375 Penalty: 2444.428223
	Iteration 9Q: 3 clusters Score -131430.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -131478.531250 Penalty: 2444.428223
	Iteration 10Q: 3 clusters Score -131478.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -131504.578125 Penalty: 2444.428223
	Iteration 11Q: 3 clusters Score -131504.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -131535.062500 Penalty: 2444.428223
	Iteration 12Q: 3 clusters Score -131535.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -131565.312500 Penalty: 2444.428223
	Iteration 13Q: 3 clusters Score -131565.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -131583.203125 Penalty: 2444.428223
	Iteration 14Q: 3 clusters Score -131583.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -131618.515625 Penalty: 2444.428223
	Iteration 15Q: 3 clusters Score -131618.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -131654.218750 Penalty: 2444.428223
	Iteration 16Q: 3 clusters Score -131654.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -131673.421875 Penalty: 2444.428223
	Iteration 17Q: 3 clusters Score -131673.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -131702.421875 Penalty: 2444.428223
	Iteration 18Q: 3 clusters Score -131702.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -131726.468750 Penalty: 2444.428223
	Iteration 19Q: 3 clusters Score -131726.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -131738.265625 Penalty: 2444.428223
	Iteration 20F: 3 clusters Score -131738.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -131743.250000 Penalty: 2444.428223
	Iteration 21Q: 3 clusters Score -131743.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -131747.843750 Penalty: 2444.428223
	Iteration 22Q: 3 clusters Score -131747.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -131751.328125 Penalty: 2444.428223
	Iteration 23Q: 3 clusters Score -131751.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -131754.812500 Penalty: 2444.428223
	Iteration 24Q: 3 clusters Score -131754.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -131755.578125 Penalty: 2444.428223
	Iteration 25Q: 3 clusters Score -131755.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -131758.296875 Penalty: 2444.428223
	Iteration 26Q: 3 clusters Score -131758.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -131760.656250 Penalty: 2444.428223
	Iteration 27Q: 3 clusters Score -131760.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -131761.390625 Penalty: 2444.428223
	Iteration 28Q: 3 clusters Score -131761.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -131761.984375 Penalty: 2444.428223
	Iteration 29Q: 3 clusters Score -131762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -131761.984375 Penalty: 2444.428223
	Iteration 30F: 3 clusters Score -131762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Entering Unmasked Estep 
Score: -203072.906250 Penalty: 1263.414062
	Iteration 0F: 2 clusters Score -203072.9 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 1131 members 
Entering Unmasked Estep 
Score: -200756.328125 Penalty: 2526.828125
	Iteration 0F: 3 clusters Score -200756.3 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -201325.375000 Penalty: 2526.828125
	Iteration 1F: 3 clusters Score -201325.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -201511.828125 Penalty: 2526.828125
	Iteration 2F: 3 clusters Score -201511.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -201639.421875 Penalty: 2526.828125
	Iteration 3F: 3 clusters Score -201639.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -201732.593750 Penalty: 2526.828125
	Iteration 4Q: 3 clusters Score -201732.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -201795.078125 Penalty: 2526.828125
	Iteration 5Q: 3 clusters Score -201795.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -201841.296875 Penalty: 2526.828125
	Iteration 6Q: 3 clusters Score -201841.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -201885.546875 Penalty: 2526.828125
	Iteration 7Q: 3 clusters Score -201885.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -201933.296875 Penalty: 2526.828125
	Iteration 8Q: 3 clusters Score -201933.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -201979.593750 Penalty: 2526.828125
	Iteration 9Q: 3 clusters Score -201979.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -202018.953125 Penalty: 2526.828125
	Iteration 10Q: 3 clusters Score -202019 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -202052.015625 Penalty: 2526.828125
	Iteration 11Q: 3 clusters Score -202052 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -202069.015625 Penalty: 2526.828125
	Iteration 12Q: 3 clusters Score -202069 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -202080.781250 Penalty: 2526.828125
	Iteration 13Q: 3 clusters Score -202080.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -202087.312500 Penalty: 2526.828125
	Iteration 14Q: 3 clusters Score -202087.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -202097.500000 Penalty: 2526.828125
	Iteration 15Q: 3 clusters Score -202097.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -202104.328125 Penalty: 2526.828125
	Iteration 16Q: 3 clusters Score -202104.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -202111.328125 Penalty: 2526.828125
	Iteration 17Q: 3 clusters Score -202111.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -202117.015625 Penalty: 2526.828125
	Iteration 18Q: 3 clusters Score -202117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -202125.031250 Penalty: 2526.828125
	Iteration 19Q: 3 clusters Score -202125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -202131.187500 Penalty: 2526.828125
	Iteration 20F: 3 clusters Score -202131.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -202134.343750 Penalty: 2526.828125
	Iteration 21Q: 3 clusters Score -202134.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -202137.703125 Penalty: 2526.828125
	Iteration 22Q: 3 clusters Score -202137.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -202142.234375 Penalty: 2526.828125
	Iteration 23Q: 3 clusters Score -202142.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -202147.500000 Penalty: 2526.828125
	Iteration 24Q: 3 clusters Score -202147.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -202154.890625 Penalty: 2526.828125
	Iteration 25Q: 3 clusters Score -202154.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -202160.468750 Penalty: 2526.828125
	Iteration 26Q: 3 clusters Score -202160.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -202162.234375 Penalty: 2526.828125
	Iteration 27Q: 3 clusters Score -202162.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -202164.859375 Penalty: 2526.828125
	Iteration 28Q: 3 clusters Score -202164.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -202164.875000 Penalty: 2526.828125
	Iteration 29Q: 3 clusters Score -202164.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -202164.875000 Penalty: 2526.828125
	Iteration 30F: 3 clusters Score -202164.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Entering Unmasked Estep 
Score: -254146.687500 Penalty: 1295.469727
	Iteration 0F: 2 clusters Score -254146.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -251518.328125 Penalty: 2590.939453
	Iteration 0F: 3 clusters Score -251518.3 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -252185.953125 Penalty: 2590.939453
	Iteration 1F: 3 clusters Score -252186 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -252353.281250 Penalty: 2590.939453
	Iteration 2F: 3 clusters Score -252353.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -252478.265625 Penalty: 2590.939453
	Iteration 3F: 3 clusters Score -252478.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -252560.859375 Penalty: 2590.939453
	Iteration 4Q: 3 clusters Score -252560.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -252620.015625 Penalty: 2590.939453
	Iteration 5Q: 3 clusters Score -252620 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -252658.812500 Penalty: 2590.939453
	Iteration 6Q: 3 clusters Score -252658.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -252688.109375 Penalty: 2590.939453
	Iteration 7Q: 3 clusters Score -252688.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -252712.031250 Penalty: 2590.939453
	Iteration 8Q: 3 clusters Score -252712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -252732.359375 Penalty: 2590.939453
	Iteration 9Q: 3 clusters Score -252732.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -252754.812500 Penalty: 2590.939453
	Iteration 10Q: 3 clusters Score -252754.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -252781.625000 Penalty: 2590.939453
	Iteration 11Q: 3 clusters Score -252781.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -252801.562500 Penalty: 2590.939453
	Iteration 12Q: 3 clusters Score -252801.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -252818.828125 Penalty: 2590.939453
	Iteration 13Q: 3 clusters Score -252818.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -252830.687500 Penalty: 2590.939453
	Iteration 14Q: 3 clusters Score -252830.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -252844.421875 Penalty: 2590.939453
	Iteration 15Q: 3 clusters Score -252844.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -252857.265625 Penalty: 2590.939453
	Iteration 16Q: 3 clusters Score -252857.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -252869.359375 Penalty: 2590.939453
	Iteration 17Q: 3 clusters Score -252869.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -252881.468750 Penalty: 2590.939453
	Iteration 18Q: 3 clusters Score -252881.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -252890.937500 Penalty: 2590.939453
	Iteration 19Q: 3 clusters Score -252890.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -252905.078125 Penalty: 2590.939453
	Iteration 20F: 3 clusters Score -252905.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -252919.828125 Penalty: 2590.939453
	Iteration 21Q: 3 clusters Score -252919.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -252932.953125 Penalty: 2590.939453
	Iteration 22Q: 3 clusters Score -252933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -252942.093750 Penalty: 2590.939453
	Iteration 23Q: 3 clusters Score -252942.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -252949.234375 Penalty: 2590.939453
	Iteration 24Q: 3 clusters Score -252949.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -252954.640625 Penalty: 2590.939453
	Iteration 25Q: 3 clusters Score -252954.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -252963.921875 Penalty: 2590.939453
	Iteration 26Q: 3 clusters Score -252963.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -252972.359375 Penalty: 2590.939453
	Iteration 27Q: 3 clusters Score -252972.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -252980.500000 Penalty: 2590.939453
	Iteration 28Q: 3 clusters Score -252980.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -252988.421875 Penalty: 2590.939453
	Iteration 29Q: 3 clusters Score -252988.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -252992.015625 Penalty: 2590.939453
	Iteration 30Q: 3 clusters Score -252992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -252996.687500 Penalty: 2590.939453
	Iteration 31Q: 3 clusters Score -252996.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -253000.484375 Penalty: 2590.939453
	Iteration 32Q: 3 clusters Score -253000.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -253003.703125 Penalty: 2590.939453
	Iteration 33Q: 3 clusters Score -253003.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -253010.562500 Penalty: 2590.939453
	Iteration 34Q: 3 clusters Score -253010.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -253015.453125 Penalty: 2590.939453
	Iteration 35Q: 3 clusters Score -253015.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -253021.640625 Penalty: 2590.939453
	Iteration 36Q: 3 clusters Score -253021.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -253028.843750 Penalty: 2590.939453
	Iteration 37Q: 3 clusters Score -253028.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -253037.281250 Penalty: 2590.939453
	Iteration 38Q: 3 clusters Score -253037.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -253043.359375 Penalty: 2590.939453
	Iteration 39Q: 3 clusters Score -253043.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -253045.687500 Penalty: 2590.939453
	Iteration 40F: 3 clusters Score -253045.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -253048.953125 Penalty: 2590.939453
	Iteration 41Q: 3 clusters Score -253049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -253049.281250 Penalty: 2590.939453
	Iteration 42Q: 3 clusters Score -253049.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -253049.281250 Penalty: 2590.939453
	Iteration 43F: 3 clusters Score -253049.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Entering Unmasked Estep 
Score: -134690.781250 Penalty: 1193.096436
	Iteration 0F: 2 clusters Score -134690.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -132898.187500 Penalty: 2386.192871
	Iteration 0F: 3 clusters Score -132898.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -133263.125000 Penalty: 2386.192871
	Iteration 1F: 3 clusters Score -133263.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -133356.078125 Penalty: 2386.192871
	Iteration 2F: 3 clusters Score -133356.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -133409.359375 Penalty: 2386.192871
	Iteration 3Q: 3 clusters Score -133409.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -133445.609375 Penalty: 2386.192871
	Iteration 4Q: 3 clusters Score -133445.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -133466.421875 Penalty: 2386.192871
	Iteration 5Q: 3 clusters Score -133466.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -133490.046875 Penalty: 2386.192871
	Iteration 6Q: 3 clusters Score -133490 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -133524.718750 Penalty: 2386.192871
	Iteration 7Q: 3 clusters Score -133524.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -133554.531250 Penalty: 2386.192871
	Iteration 8Q: 3 clusters Score -133554.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -133587.187500 Penalty: 2386.192871
	Iteration 9Q: 3 clusters Score -133587.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -133617.765625 Penalty: 2386.192871
	Iteration 10Q: 3 clusters Score -133617.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -133650.578125 Penalty: 2386.192871
	Iteration 11Q: 3 clusters Score -133650.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -133671.937500 Penalty: 2386.192871
	Iteration 12Q: 3 clusters Score -133671.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -133685.406250 Penalty: 2386.192871
	Iteration 13Q: 3 clusters Score -133685.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -133697.671875 Penalty: 2386.192871
	Iteration 14Q: 3 clusters Score -133697.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -133712.390625 Penalty: 2386.192871
	Iteration 15Q: 3 clusters Score -133712.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -133726.937500 Penalty: 2386.192871
	Iteration 16Q: 3 clusters Score -133726.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -133745.671875 Penalty: 2386.192871
	Iteration 17Q: 3 clusters Score -133745.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -133758.218750 Penalty: 2386.192871
	Iteration 18Q: 3 clusters Score -133758.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -133771.437500 Penalty: 2386.192871
	Iteration 19Q: 3 clusters Score -133771.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -133779.656250 Penalty: 2386.192871
	Iteration 20F: 3 clusters Score -133779.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -133787.515625 Penalty: 2386.192871
	Iteration 21Q: 3 clusters Score -133787.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -133792.328125 Penalty: 2386.192871
	Iteration 22Q: 3 clusters Score -133792.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -133796.890625 Penalty: 2386.192871
	Iteration 23Q: 3 clusters Score -133796.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -133799.453125 Penalty: 2386.192871
	Iteration 24Q: 3 clusters Score -133799.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -133801.406250 Penalty: 2386.192871
	Iteration 25Q: 3 clusters Score -133801.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -133803.218750 Penalty: 2386.192871
	Iteration 26Q: 3 clusters Score -133803.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -133804.656250 Penalty: 2386.192871
	Iteration 27Q: 3 clusters Score -133804.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -133804.656250 Penalty: 2386.192871
	Iteration 28F: 3 clusters Score -133804.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (123830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123830 members 
Entering Unmasked Estep 
Score: -11745755.000000 Penalty: 1905.583008
	Iteration 0F: 2 clusters Score -1.174576e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61840 members 
Mstep: Class 2 contains 61990 members 
Entering Unmasked Estep 
Score: -11662877.000000 Penalty: 3811.166016
	Iteration 0F: 3 clusters Score -1.166288e+07 nChanged 59281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61539 members 
Mstep: Class 2 contains 62291 members 
Entering Unmasked Estep 
Score: -11697198.000000 Penalty: 3811.166016
	Iteration 1F: 3 clusters Score -1.16972e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61167 members 
Mstep: Class 2 contains 62663 members 
Entering Unmasked Estep 
Score: -11697797.000000 Penalty: 3811.166016
	Iteration 2Q: 3 clusters Score -1.16978e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60650 members 
Mstep: Class 2 contains 63180 members 
Entering Unmasked Estep 
Score: -11698516.000000 Penalty: 3811.166016
	Iteration 3Q: 3 clusters Score -1.169852e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59691 members 
Mstep: Class 2 contains 64139 members 
Entering Unmasked Estep 
Score: -11699257.000000 Penalty: 3811.166016
	Iteration 4Q: 3 clusters Score -1.169926e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58271 members 
Mstep: Class 2 contains 65559 members 
Entering Unmasked Estep 
Score: -11700181.000000 Penalty: 3811.166016
	Iteration 5Q: 3 clusters Score -1.170018e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56171 members 
Mstep: Class 2 contains 67659 members 
Entering Unmasked Estep 
Score: -11701589.000000 Penalty: 3811.166016
	Iteration 6Q: 3 clusters Score -1.170159e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53080 members 
Mstep: Class 2 contains 70750 members 
Entering Unmasked Estep 
Score: -11703712.000000 Penalty: 3811.166016
	Iteration 7Q: 3 clusters Score -1.170371e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48793 members 
Mstep: Class 2 contains 75037 members 
Entering Unmasked Estep 
Score: -11707117.000000 Penalty: 3811.166016
	Iteration 8Q: 3 clusters Score -1.170712e+07 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 80416 members 
Entering Unmasked Estep 
Score: -11712436.000000 Penalty: 3811.166016
	Iteration 9F: 3 clusters Score -1.171244e+07 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 86099 members 
Entering Unmasked Estep 
Score: -11719025.000000 Penalty: 3811.166016
	Iteration 10F: 3 clusters Score -1.171902e+07 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 90582 members 
Entering Unmasked Estep 
Score: -11724993.000000 Penalty: 3811.166016
	Iteration 11F: 3 clusters Score -1.172499e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 93532 members 
Entering Unmasked Estep 
Score: -11729032.000000 Penalty: 3811.166016
	Iteration 12Q: 3 clusters Score -1.172903e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 95676 members 
Entering Unmasked Estep 
Score: -11731537.000000 Penalty: 3811.166016
	Iteration 13Q: 3 clusters Score -1.173154e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 97504 members 
Entering Unmasked Estep 
Score: -11733228.000000 Penalty: 3811.166016
	Iteration 14Q: 3 clusters Score -1.173323e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 99183 members 
Entering Unmasked Estep 
Score: -11734950.000000 Penalty: 3811.166016
	Iteration 15Q: 3 clusters Score -1.173495e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 100602 members 
Entering Unmasked Estep 
Score: -11736616.000000 Penalty: 3811.166016
	Iteration 16Q: 3 clusters Score -1.173662e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 101696 members 
Entering Unmasked Estep 
Score: -11738384.000000 Penalty: 3811.166016
	Iteration 17Q: 3 clusters Score -1.173838e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 102416 members 
Entering Unmasked Estep 
Score: -11739833.000000 Penalty: 3811.166016
	Iteration 18Q: 3 clusters Score -1.173983e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 102780 members 
Entering Unmasked Estep 
Score: -11740898.000000 Penalty: 3811.166016
	Iteration 19Q: 3 clusters Score -1.17409e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 102848 members 
Entering Unmasked Estep 
Score: -11741529.000000 Penalty: 3811.166016
	Iteration 20F: 3 clusters Score -1.174153e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 102748 members 
Entering Unmasked Estep 
Score: -11742062.000000 Penalty: 3811.166016
	Iteration 21Q: 3 clusters Score -1.174206e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 102550 members 
Entering Unmasked Estep 
Score: -11742336.000000 Penalty: 3811.166016
	Iteration 22Q: 3 clusters Score -1.174234e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 102259 members 
Entering Unmasked Estep 
Score: -11742519.000000 Penalty: 3811.166016
	Iteration 23Q: 3 clusters Score -1.174252e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 101961 members 
Entering Unmasked Estep 
Score: -11742685.000000 Penalty: 3811.166016
	Iteration 24Q: 3 clusters Score -1.174268e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 101644 members 
Entering Unmasked Estep 
Score: -11742796.000000 Penalty: 3811.166016
	Iteration 25Q: 3 clusters Score -1.17428e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 101366 members 
Entering Unmasked Estep 
Score: -11742829.000000 Penalty: 3811.166016
	Iteration 26Q: 3 clusters Score -1.174283e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 101123 members 
Entering Unmasked Estep 
Score: -11742843.000000 Penalty: 3811.166016
	Iteration 27Q: 3 clusters Score -1.174284e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 100894 members 
Entering Unmasked Estep 
Score: -11742857.000000 Penalty: 3811.166016
	Iteration 28Q: 3 clusters Score -1.174286e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 100653 members 
Entering Unmasked Estep 
Score: -11742905.000000 Penalty: 3811.166016
	Iteration 29Q: 3 clusters Score -1.17429e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 100395 members 
Entering Unmasked Estep 
Score: -11742956.000000 Penalty: 3811.166016
	Iteration 30Q: 3 clusters Score -1.174296e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 100190 members 
Entering Unmasked Estep 
Score: -11742945.000000 Penalty: 3811.166016
	Iteration 31Q: 3 clusters Score -1.174294e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 100006 members 
Entering Unmasked Estep 
Score: -11742948.000000 Penalty: 3811.166016
	Iteration 32Q: 3 clusters Score -1.174295e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 99816 members 
Entering Unmasked Estep 
Score: -11742946.000000 Penalty: 3811.166016
	Iteration 33Q: 3 clusters Score -1.174295e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 99634 members 
Entering Unmasked Estep 
Score: -11742931.000000 Penalty: 3811.166016
	Iteration 34Q: 3 clusters Score -1.174293e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 99455 members 
Entering Unmasked Estep 
Score: -11742918.000000 Penalty: 3811.166016
	Iteration 35Q: 3 clusters Score -1.174292e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 99283 members 
Entering Unmasked Estep 
Score: -11742907.000000 Penalty: 3811.166016
	Iteration 36Q: 3 clusters Score -1.174291e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 99139 members 
Entering Unmasked Estep 
Score: -11742900.000000 Penalty: 3811.166016
	Iteration 37Q: 3 clusters Score -1.17429e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 99000 members 
Entering Unmasked Estep 
Score: -11742883.000000 Penalty: 3811.166016
	Iteration 38Q: 3 clusters Score -1.174288e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 98872 members 
Entering Unmasked Estep 
Score: -11742897.000000 Penalty: 3811.166016
	Iteration 39Q: 3 clusters Score -1.17429e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 98758 members 
Entering Unmasked Estep 
Score: -11742881.000000 Penalty: 3811.166016
	Iteration 40F: 3 clusters Score -1.174288e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 98660 members 
Entering Unmasked Estep 
Score: -11742890.000000 Penalty: 3811.166016
	Iteration 41Q: 3 clusters Score -1.174289e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 98567 members 
Entering Unmasked Estep 
Score: -11742892.000000 Penalty: 3811.166016
	Iteration 42Q: 3 clusters Score -1.174289e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 98486 members 
Entering Unmasked Estep 
Score: -11742871.000000 Penalty: 3811.166016
	Iteration 43Q: 3 clusters Score -1.174287e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 98418 members 
Entering Unmasked Estep 
Score: -11742877.000000 Penalty: 3811.166016
	Iteration 44Q: 3 clusters Score -1.174288e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 98348 members 
Entering Unmasked Estep 
Score: -11742869.000000 Penalty: 3811.166016
	Iteration 45Q: 3 clusters Score -1.174287e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 98287 members 
Entering Unmasked Estep 
Score: -11742869.000000 Penalty: 3811.166016
	Iteration 46Q: 3 clusters Score -1.174287e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 98225 members 
Entering Unmasked Estep 
Score: -11742869.000000 Penalty: 3811.166016
	Iteration 47Q: 3 clusters Score -1.174287e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 98160 members 
Entering Unmasked Estep 
Score: -11742871.000000 Penalty: 3811.166016
	Iteration 48Q: 3 clusters Score -1.174287e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 98099 members 
Entering Unmasked Estep 
Score: -11742881.000000 Penalty: 3811.166016
	Iteration 49Q: 3 clusters Score -1.174288e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 98050 members 
Entering Unmasked Estep 
Score: -11742883.000000 Penalty: 3811.166016
	Iteration 50Q: 3 clusters Score -1.174288e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 98015 members 
Entering Unmasked Estep 
Score: -11742875.000000 Penalty: 3811.166016
	Iteration 51Q: 3 clusters Score -1.174288e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 97981 members 
Entering Unmasked Estep 
Score: -11742883.000000 Penalty: 3811.166016
	Iteration 52Q: 3 clusters Score -1.174288e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 97945 members 
Entering Unmasked Estep 
Score: -11742884.000000 Penalty: 3811.166016
	Iteration 53Q: 3 clusters Score -1.174288e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 97918 members 
Entering Unmasked Estep 
Score: -11742889.000000 Penalty: 3811.166016
	Iteration 54Q: 3 clusters Score -1.174289e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 97888 members 
Entering Unmasked Estep 
Score: -11742894.000000 Penalty: 3811.166016
	Iteration 55Q: 3 clusters Score -1.174289e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 97859 members 
Entering Unmasked Estep 
Score: -11742881.000000 Penalty: 3811.166016
	Iteration 56Q: 3 clusters Score -1.174288e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 97828 members 
Entering Unmasked Estep 
Score: -11742881.000000 Penalty: 3811.166016
	Iteration 57Q: 3 clusters Score -1.174288e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 97795 members 
Entering Unmasked Estep 
Score: -11742883.000000 Penalty: 3811.166016
	Iteration 58Q: 3 clusters Score -1.174288e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 97763 members 
Entering Unmasked Estep 
Score: -11742892.000000 Penalty: 3811.166016
	Iteration 59Q: 3 clusters Score -1.174289e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 97742 members 
Entering Unmasked Estep 
Score: -11742888.000000 Penalty: 3811.166016
	Iteration 60F: 3 clusters Score -1.174289e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 97718 members 
Entering Unmasked Estep 
Score: -11742886.000000 Penalty: 3811.166016
	Iteration 61Q: 3 clusters Score -1.174289e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 97698 members 
Entering Unmasked Estep 
Score: -11742886.000000 Penalty: 3811.166016
	Iteration 62Q: 3 clusters Score -1.174289e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 97689 members 
Entering Unmasked Estep 
Score: -11742877.000000 Penalty: 3811.166016
	Iteration 63Q: 3 clusters Score -1.174288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 97681 members 
Entering Unmasked Estep 
Score: -11742876.000000 Penalty: 3811.166016
	Iteration 64Q: 3 clusters Score -1.174288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 97675 members 
Entering Unmasked Estep 
Score: -11742877.000000 Penalty: 3811.166016
	Iteration 65Q: 3 clusters Score -1.174288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 97666 members 
Entering Unmasked Estep 
Score: -11742870.000000 Penalty: 3811.166016
	Iteration 66Q: 3 clusters Score -1.174287e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 97658 members 
Entering Unmasked Estep 
Score: -11742867.000000 Penalty: 3811.166016
	Iteration 67Q: 3 clusters Score -1.174287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 97648 members 
Entering Unmasked Estep 
Score: -11742866.000000 Penalty: 3811.166016
	Iteration 68Q: 3 clusters Score -1.174287e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 97637 members 
Entering Unmasked Estep 
Score: -11742878.000000 Penalty: 3811.166016
	Iteration 69Q: 3 clusters Score -1.174288e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 97622 members 
Entering Unmasked Estep 
Score: -11742885.000000 Penalty: 3811.166016
	Iteration 70Q: 3 clusters Score -1.174288e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 97610 members 
Entering Unmasked Estep 
Score: -11742889.000000 Penalty: 3811.166016
	Iteration 71Q: 3 clusters Score -1.174289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 97603 members 
Entering Unmasked Estep 
Score: -11742881.000000 Penalty: 3811.166016
	Iteration 72Q: 3 clusters Score -1.174288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 97598 members 
Entering Unmasked Estep 
Score: -11742870.000000 Penalty: 3811.166016
	Iteration 73Q: 3 clusters Score -1.174287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 97592 members 
Entering Unmasked Estep 
Score: -11742872.000000 Penalty: 3811.166016
	Iteration 74Q: 3 clusters Score -1.174287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 97586 members 
Entering Unmasked Estep 
Score: -11742879.000000 Penalty: 3811.166016
	Iteration 75Q: 3 clusters Score -1.174288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 97580 members 
Entering Unmasked Estep 
Score: -11742888.000000 Penalty: 3811.166016
	Iteration 76Q: 3 clusters Score -1.174289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 97574 members 
Entering Unmasked Estep 
Score: -11742891.000000 Penalty: 3811.166016
	Iteration 77Q: 3 clusters Score -1.174289e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 97571 members 
Entering Unmasked Estep 
Score: -11742895.000000 Penalty: 3811.166016
	Iteration 78Q: 3 clusters Score -1.17429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 97569 members 
Entering Unmasked Estep 
Score: -11742893.000000 Penalty: 3811.166016
	Iteration 79Q: 3 clusters Score -1.174289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 97568 members 
Entering Unmasked Estep 
Score: -11742897.000000 Penalty: 3811.166016
	Iteration 80F: 3 clusters Score -1.17429e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Entering Unmasked Estep 
Score: -1399969.875000 Penalty: 1570.259399
	Iteration 0F: 2 clusters Score -1399970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1389019.875000 Penalty: 3140.518799
	Iteration 0F: 3 clusters Score -1389020 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1393218.250000 Penalty: 3140.518799
	Iteration 1F: 3 clusters Score -1393218 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1393837.625000 Penalty: 3140.518799
	Iteration 2F: 3 clusters Score -1393838 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1394389.000000 Penalty: 3140.518799
	Iteration 3F: 3 clusters Score -1394389 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1394869.625000 Penalty: 3140.518799
	Iteration 4F: 3 clusters Score -1394870 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1395273.750000 Penalty: 3140.518799
	Iteration 5F: 3 clusters Score -1395274 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1395614.750000 Penalty: 3140.518799
	Iteration 6Q: 3 clusters Score -1395615 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1395927.500000 Penalty: 3140.518799
	Iteration 7Q: 3 clusters Score -1395928 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1396255.500000 Penalty: 3140.518799
	Iteration 8Q: 3 clusters Score -1396256 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1396557.625000 Penalty: 3140.518799
	Iteration 9Q: 3 clusters Score -1396558 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1396879.625000 Penalty: 3140.518799
	Iteration 10Q: 3 clusters Score -1396880 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1397106.750000 Penalty: 3140.518799
	Iteration 11Q: 3 clusters Score -1397107 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1397288.625000 Penalty: 3140.518799
	Iteration 12Q: 3 clusters Score -1397289 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1397415.750000 Penalty: 3140.518799
	Iteration 13Q: 3 clusters Score -1397416 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1397516.375000 Penalty: 3140.518799
	Iteration 14Q: 3 clusters Score -1397516 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1397605.625000 Penalty: 3140.518799
	Iteration 15Q: 3 clusters Score -1397606 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1397672.875000 Penalty: 3140.518799
	Iteration 16Q: 3 clusters Score -1397673 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1397729.875000 Penalty: 3140.518799
	Iteration 17Q: 3 clusters Score -1397730 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1397799.875000 Penalty: 3140.518799
	Iteration 18Q: 3 clusters Score -1397800 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1397864.250000 Penalty: 3140.518799
	Iteration 19Q: 3 clusters Score -1397864 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1397913.000000 Penalty: 3140.518799
	Iteration 20F: 3 clusters Score -1397913 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1397957.125000 Penalty: 3140.518799
	Iteration 21Q: 3 clusters Score -1397957 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1397998.750000 Penalty: 3140.518799
	Iteration 22Q: 3 clusters Score -1397999 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1398046.000000 Penalty: 3140.518799
	Iteration 23Q: 3 clusters Score -1398046 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1398094.500000 Penalty: 3140.518799
	Iteration 24Q: 3 clusters Score -1398094 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1398132.125000 Penalty: 3140.518799
	Iteration 25Q: 3 clusters Score -1398132 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1398167.375000 Penalty: 3140.518799
	Iteration 26Q: 3 clusters Score -1398167 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1398187.125000 Penalty: 3140.518799
	Iteration 27Q: 3 clusters Score -1398187 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1398208.625000 Penalty: 3140.518799
	Iteration 28Q: 3 clusters Score -1398209 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1398234.375000 Penalty: 3140.518799
	Iteration 29Q: 3 clusters Score -1398234 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1398255.750000 Penalty: 3140.518799
	Iteration 30Q: 3 clusters Score -1398256 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1398276.250000 Penalty: 3140.518799
	Iteration 31Q: 3 clusters Score -1398276 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1398297.250000 Penalty: 3140.518799
	Iteration 32Q: 3 clusters Score -1398297 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1398318.375000 Penalty: 3140.518799
	Iteration 33Q: 3 clusters Score -1398318 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1398329.375000 Penalty: 3140.518799
	Iteration 34Q: 3 clusters Score -1398329 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1398348.375000 Penalty: 3140.518799
	Iteration 35Q: 3 clusters Score -1398348 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -1398362.250000 Penalty: 3140.518799
	Iteration 36Q: 3 clusters Score -1398362 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1398369.375000 Penalty: 3140.518799
	Iteration 37Q: 3 clusters Score -1398369 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1398381.250000 Penalty: 3140.518799
	Iteration 38Q: 3 clusters Score -1398381 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1398396.250000 Penalty: 3140.518799
	Iteration 39Q: 3 clusters Score -1398396 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1398402.750000 Penalty: 3140.518799
	Iteration 40F: 3 clusters Score -1398403 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1398414.125000 Penalty: 3140.518799
	Iteration 41Q: 3 clusters Score -1398414 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -1398421.500000 Penalty: 3140.518799
	Iteration 42Q: 3 clusters Score -1398422 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1398434.000000 Penalty: 3140.518799
	Iteration 43Q: 3 clusters Score -1398434 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1398447.125000 Penalty: 3140.518799
	Iteration 44Q: 3 clusters Score -1398447 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1398461.750000 Penalty: 3140.518799
	Iteration 45Q: 3 clusters Score -1398462 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1398474.000000 Penalty: 3140.518799
	Iteration 46Q: 3 clusters Score -1398474 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1398486.750000 Penalty: 3140.518799
	Iteration 47Q: 3 clusters Score -1398487 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1398505.625000 Penalty: 3140.518799
	Iteration 48Q: 3 clusters Score -1398506 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1398517.250000 Penalty: 3140.518799
	Iteration 49Q: 3 clusters Score -1398517 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -1398532.125000 Penalty: 3140.518799
	Iteration 50Q: 3 clusters Score -1398532 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1398543.875000 Penalty: 3140.518799
	Iteration 51Q: 3 clusters Score -1398544 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1398545.625000 Penalty: 3140.518799
	Iteration 52Q: 3 clusters Score -1398546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1398553.125000 Penalty: 3140.518799
	Iteration 53Q: 3 clusters Score -1398553 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1398561.875000 Penalty: 3140.518799
	Iteration 54Q: 3 clusters Score -1398562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1398561.000000 Penalty: 3140.518799
	Iteration 55Q: 3 clusters Score -1398561 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1398567.000000 Penalty: 3140.518799
	Iteration 56Q: 3 clusters Score -1398567 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1398579.375000 Penalty: 3140.518799
	Iteration 57Q: 3 clusters Score -1398579 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1398591.375000 Penalty: 3140.518799
	Iteration 58Q: 3 clusters Score -1398591 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1398594.000000 Penalty: 3140.518799
	Iteration 59Q: 3 clusters Score -1398594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1398597.250000 Penalty: 3140.518799
	Iteration 60F: 3 clusters Score -1398597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1398601.125000 Penalty: 3140.518799
	Iteration 61Q: 3 clusters Score -1398601 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1398604.750000 Penalty: 3140.518799
	Iteration 62Q: 3 clusters Score -1398605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1398605.500000 Penalty: 3140.518799
	Iteration 63Q: 3 clusters Score -1398606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1398610.875000 Penalty: 3140.518799
	Iteration 64Q: 3 clusters Score -1398611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -1398609.875000 Penalty: 3140.518799
	Iteration 65Q: 3 clusters Score -1398610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1398612.750000 Penalty: 3140.518799
	Iteration 66Q: 3 clusters Score -1398613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1398616.000000 Penalty: 3140.518799
	Iteration 67Q: 3 clusters Score -1398616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -1398615.250000 Penalty: 3140.518799
	Iteration 68Q: 3 clusters Score -1398615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1398615.875000 Penalty: 3140.518799
	Iteration 69Q: 3 clusters Score -1398616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -1398614.000000 Penalty: 3140.518799
	Iteration 70Q: 3 clusters Score -1398614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -1398620.250000 Penalty: 3140.518799
	Iteration 71Q: 3 clusters Score -1398620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1398622.625000 Penalty: 3140.518799
	Iteration 72Q: 3 clusters Score -1398623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1398623.250000 Penalty: 3140.518799
	Iteration 73Q: 3 clusters Score -1398623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -1398622.500000 Penalty: 3140.518799
	Iteration 74Q: 3 clusters Score -1398622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -1398625.250000 Penalty: 3140.518799
	Iteration 75Q: 3 clusters Score -1398625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1398627.125000 Penalty: 3140.518799
	Iteration 76Q: 3 clusters Score -1398627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1398625.750000 Penalty: 3140.518799
	Iteration 77Q: 3 clusters Score -1398626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1398627.125000 Penalty: 3140.518799
	Iteration 78Q: 3 clusters Score -1398627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1398627.375000 Penalty: 3140.518799
	Iteration 79Q: 3 clusters Score -1398627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1398629.500000 Penalty: 3140.518799
	Iteration 80F: 3 clusters Score -1398630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -1398632.375000 Penalty: 3140.518799
	Iteration 81Q: 3 clusters Score -1398632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1398631.500000 Penalty: 3140.518799
	Iteration 82Q: 3 clusters Score -1398632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1398631.500000 Penalty: 3140.518799
	Iteration 83F: 3 clusters Score -1398632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Entering Unmasked Estep 
Score: -89590.718750 Penalty: 1162.370972
	Iteration 0F: 2 clusters Score -89590.72 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 644 members 
Entering Unmasked Estep 
Score: -88014.296875 Penalty: 2324.741943
	Iteration 0F: 3 clusters Score -88014.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -88552.414062 Penalty: 2324.741943
	Iteration 1F: 3 clusters Score -88552.41 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -88789.320312 Penalty: 2324.741943
	Iteration 2F: 3 clusters Score -88789.32 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -88899.171875 Penalty: 2324.741943
	Iteration 3F: 3 clusters Score -88899.17 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -89012.773438 Penalty: 2324.741943
	Iteration 4F: 3 clusters Score -89012.77 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -89083.773438 Penalty: 2324.741943
	Iteration 5Q: 3 clusters Score -89083.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -89116.031250 Penalty: 2324.741943
	Iteration 6Q: 3 clusters Score -89116.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -89147.500000 Penalty: 2324.741943
	Iteration 7Q: 3 clusters Score -89147.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -89174.859375 Penalty: 2324.741943
	Iteration 8Q: 3 clusters Score -89174.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -89218.835938 Penalty: 2324.741943
	Iteration 9Q: 3 clusters Score -89218.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -89255.789062 Penalty: 2324.741943
	Iteration 10Q: 3 clusters Score -89255.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -89298.812500 Penalty: 2324.741943
	Iteration 11Q: 3 clusters Score -89298.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -89322.648438 Penalty: 2324.741943
	Iteration 12Q: 3 clusters Score -89322.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -89346.695312 Penalty: 2324.741943
	Iteration 13Q: 3 clusters Score -89346.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -89359.039062 Penalty: 2324.741943
	Iteration 14Q: 3 clusters Score -89359.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -89372.625000 Penalty: 2324.741943
	Iteration 15Q: 3 clusters Score -89372.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -89392.554688 Penalty: 2324.741943
	Iteration 16Q: 3 clusters Score -89392.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -89404.382812 Penalty: 2324.741943
	Iteration 17Q: 3 clusters Score -89404.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -89412.414062 Penalty: 2324.741943
	Iteration 18Q: 3 clusters Score -89412.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -89430.429688 Penalty: 2324.741943
	Iteration 19Q: 3 clusters Score -89430.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -89444.101562 Penalty: 2324.741943
	Iteration 20F: 3 clusters Score -89444.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -89447.500000 Penalty: 2324.741943
	Iteration 21Q: 3 clusters Score -89447.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -89447.500000 Penalty: 2324.741943
	Iteration 22F: 3 clusters Score -89447.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Entering Unmasked Estep 
Score: -594233.625000 Penalty: 1431.748169
	Iteration 0F: 2 clusters Score -594233.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -589188.000000 Penalty: 2863.496338
	Iteration 0F: 3 clusters Score -589188 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -590874.812500 Penalty: 2863.496338
	Iteration 1F: 3 clusters Score -590874.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -591318.187500 Penalty: 2863.496338
	Iteration 2F: 3 clusters Score -591318.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -591747.250000 Penalty: 2863.496338
	Iteration 3F: 3 clusters Score -591747.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -592136.125000 Penalty: 2863.496338
	Iteration 4F: 3 clusters Score -592136.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -592459.937500 Penalty: 2863.496338
	Iteration 5F: 3 clusters Score -592459.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -592674.687500 Penalty: 2863.496338
	Iteration 6Q: 3 clusters Score -592674.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -592837.000000 Penalty: 2863.496338
	Iteration 7Q: 3 clusters Score -592837 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -592985.062500 Penalty: 2863.496338
	Iteration 8Q: 3 clusters Score -592985.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -593092.625000 Penalty: 2863.496338
	Iteration 9Q: 3 clusters Score -593092.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -593171.062500 Penalty: 2863.496338
	Iteration 10Q: 3 clusters Score -593171.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -593222.000000 Penalty: 2863.496338
	Iteration 11Q: 3 clusters Score -593222 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -593263.437500 Penalty: 2863.496338
	Iteration 12Q: 3 clusters Score -593263.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -593293.375000 Penalty: 2863.496338
	Iteration 13Q: 3 clusters Score -593293.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -593316.062500 Penalty: 2863.496338
	Iteration 14Q: 3 clusters Score -593316.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -593334.687500 Penalty: 2863.496338
	Iteration 15Q: 3 clusters Score -593334.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -593349.937500 Penalty: 2863.496338
	Iteration 16Q: 3 clusters Score -593349.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -593362.562500 Penalty: 2863.496338
	Iteration 17Q: 3 clusters Score -593362.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -593374.500000 Penalty: 2863.496338
	Iteration 18Q: 3 clusters Score -593374.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -593386.250000 Penalty: 2863.496338
	Iteration 19Q: 3 clusters Score -593386.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -593400.000000 Penalty: 2863.496338
	Iteration 20F: 3 clusters Score -593400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -593411.000000 Penalty: 2863.496338
	Iteration 21Q: 3 clusters Score -593411 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -593420.125000 Penalty: 2863.496338
	Iteration 22Q: 3 clusters Score -593420.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -593427.750000 Penalty: 2863.496338
	Iteration 23Q: 3 clusters Score -593427.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -593432.375000 Penalty: 2863.496338
	Iteration 24Q: 3 clusters Score -593432.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -593435.250000 Penalty: 2863.496338
	Iteration 25Q: 3 clusters Score -593435.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -593439.062500 Penalty: 2863.496338
	Iteration 26Q: 3 clusters Score -593439.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -593443.625000 Penalty: 2863.496338
	Iteration 27Q: 3 clusters Score -593443.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -593449.250000 Penalty: 2863.496338
	Iteration 28Q: 3 clusters Score -593449.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -593459.437500 Penalty: 2863.496338
	Iteration 29Q: 3 clusters Score -593459.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -593471.125000 Penalty: 2863.496338
	Iteration 30Q: 3 clusters Score -593471.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -593485.625000 Penalty: 2863.496338
	Iteration 31Q: 3 clusters Score -593485.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -593498.312500 Penalty: 2863.496338
	Iteration 32Q: 3 clusters Score -593498.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -593510.437500 Penalty: 2863.496338
	Iteration 33Q: 3 clusters Score -593510.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -593521.437500 Penalty: 2863.496338
	Iteration 34Q: 3 clusters Score -593521.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -593531.687500 Penalty: 2863.496338
	Iteration 35Q: 3 clusters Score -593531.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -593544.937500 Penalty: 2863.496338
	Iteration 36Q: 3 clusters Score -593544.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -593556.750000 Penalty: 2863.496338
	Iteration 37Q: 3 clusters Score -593556.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -593572.437500 Penalty: 2863.496338
	Iteration 38Q: 3 clusters Score -593572.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -593589.750000 Penalty: 2863.496338
	Iteration 39Q: 3 clusters Score -593589.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -593602.625000 Penalty: 2863.496338
	Iteration 40F: 3 clusters Score -593602.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -593620.812500 Penalty: 2863.496338
	Iteration 41Q: 3 clusters Score -593620.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -593644.500000 Penalty: 2863.496338
	Iteration 42Q: 3 clusters Score -593644.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -593677.812500 Penalty: 2863.496338
	Iteration 43Q: 3 clusters Score -593677.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -593719.687500 Penalty: 2863.496338
	Iteration 44Q: 3 clusters Score -593719.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -593760.062500 Penalty: 2863.496338
	Iteration 45Q: 3 clusters Score -593760.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -593777.750000 Penalty: 2863.496338
	Iteration 46Q: 3 clusters Score -593777.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -593789.625000 Penalty: 2863.496338
	Iteration 47Q: 3 clusters Score -593789.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -593799.312500 Penalty: 2863.496338
	Iteration 48Q: 3 clusters Score -593799.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -593805.937500 Penalty: 2863.496338
	Iteration 49Q: 3 clusters Score -593805.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -593808.500000 Penalty: 2863.496338
	Iteration 50Q: 3 clusters Score -593808.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -593810.125000 Penalty: 2863.496338
	Iteration 51Q: 3 clusters Score -593810.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -593810.687500 Penalty: 2863.496338
	Iteration 52Q: 3 clusters Score -593810.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -593810.625000 Penalty: 2863.496338
	Iteration 53Q: 3 clusters Score -593810.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -593812.125000 Penalty: 2863.496338
	Iteration 54Q: 3 clusters Score -593812.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -593811.562500 Penalty: 2863.496338
	Iteration 55Q: 3 clusters Score -593811.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -593811.562500 Penalty: 2863.496338
	Iteration 56F: 3 clusters Score -593811.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Entering Unmasked Estep 
Score: -132496.234375 Penalty: 1196.841797
	Iteration 0F: 2 clusters Score -132496.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -130669.875000 Penalty: 2393.683594
	Iteration 0F: 3 clusters Score -130669.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -131102.015625 Penalty: 2393.683594
	Iteration 1F: 3 clusters Score -131102 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -131236.437500 Penalty: 2393.683594
	Iteration 2F: 3 clusters Score -131236.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -131328.765625 Penalty: 2393.683594
	Iteration 3F: 3 clusters Score -131328.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -131409.500000 Penalty: 2393.683594
	Iteration 4Q: 3 clusters Score -131409.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -131481.046875 Penalty: 2393.683594
	Iteration 5Q: 3 clusters Score -131481 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -131551.437500 Penalty: 2393.683594
	Iteration 6Q: 3 clusters Score -131551.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -131622.562500 Penalty: 2393.683594
	Iteration 7Q: 3 clusters Score -131622.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -131671.296875 Penalty: 2393.683594
	Iteration 8Q: 3 clusters Score -131671.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -131716.515625 Penalty: 2393.683594
	Iteration 9Q: 3 clusters Score -131716.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -131748.937500 Penalty: 2393.683594
	Iteration 10Q: 3 clusters Score -131748.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -131778.437500 Penalty: 2393.683594
	Iteration 11Q: 3 clusters Score -131778.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -131812.625000 Penalty: 2393.683594
	Iteration 12Q: 3 clusters Score -131812.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -131830.625000 Penalty: 2393.683594
	Iteration 13Q: 3 clusters Score -131830.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -131840.609375 Penalty: 2393.683594
	Iteration 14Q: 3 clusters Score -131840.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -131844.250000 Penalty: 2393.683594
	Iteration 15Q: 3 clusters Score -131844.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -131848.984375 Penalty: 2393.683594
	Iteration 16Q: 3 clusters Score -131849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -131849.671875 Penalty: 2393.683594
	Iteration 17Q: 3 clusters Score -131849.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -131849.671875 Penalty: 2393.683594
	Iteration 18F: 3 clusters Score -131849.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Entering Unmasked Estep 
Score: -284212.187500 Penalty: 1315.435669
	Iteration 0F: 2 clusters Score -284212.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -281386.468750 Penalty: 2630.871338
	Iteration 0F: 3 clusters Score -281386.5 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -282200.562500 Penalty: 2630.871338
	Iteration 1F: 3 clusters Score -282200.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -282451.500000 Penalty: 2630.871338
	Iteration 2F: 3 clusters Score -282451.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -282738.843750 Penalty: 2630.871338
	Iteration 3F: 3 clusters Score -282738.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -283066.281250 Penalty: 2630.871338
	Iteration 4F: 3 clusters Score -283066.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -283270.343750 Penalty: 2630.871338
	Iteration 5F: 3 clusters Score -283270.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -283378.781250 Penalty: 2630.871338
	Iteration 6Q: 3 clusters Score -283378.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -283438.718750 Penalty: 2630.871338
	Iteration 7Q: 3 clusters Score -283438.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -283490.312500 Penalty: 2630.871338
	Iteration 8Q: 3 clusters Score -283490.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -283537.437500 Penalty: 2630.871338
	Iteration 9Q: 3 clusters Score -283537.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -283590.843750 Penalty: 2630.871338
	Iteration 10Q: 3 clusters Score -283590.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -283632.000000 Penalty: 2630.871338
	Iteration 11Q: 3 clusters Score -283632 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -283667.937500 Penalty: 2630.871338
	Iteration 12Q: 3 clusters Score -283667.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -283701.500000 Penalty: 2630.871338
	Iteration 13Q: 3 clusters Score -283701.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -283755.625000 Penalty: 2630.871338
	Iteration 14Q: 3 clusters Score -283755.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -283797.593750 Penalty: 2630.871338
	Iteration 15Q: 3 clusters Score -283797.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -283827.875000 Penalty: 2630.871338
	Iteration 16Q: 3 clusters Score -283827.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -283846.125000 Penalty: 2630.871338
	Iteration 17Q: 3 clusters Score -283846.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -283855.500000 Penalty: 2630.871338
	Iteration 18Q: 3 clusters Score -283855.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -283861.625000 Penalty: 2630.871338
	Iteration 19Q: 3 clusters Score -283861.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -283866.937500 Penalty: 2630.871338
	Iteration 20F: 3 clusters Score -283866.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -283870.406250 Penalty: 2630.871338
	Iteration 21Q: 3 clusters Score -283870.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -283873.750000 Penalty: 2630.871338
	Iteration 22Q: 3 clusters Score -283873.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -283875.531250 Penalty: 2630.871338
	Iteration 23Q: 3 clusters Score -283875.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -283876.031250 Penalty: 2630.871338
	Iteration 24Q: 3 clusters Score -283876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -283876.531250 Penalty: 2630.871338
	Iteration 25Q: 3 clusters Score -283876.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -283876.437500 Penalty: 2630.871338
	Iteration 26Q: 3 clusters Score -283876.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -283876.437500 Penalty: 2630.871338
	Iteration 27F: 3 clusters Score -283876.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Entering Unmasked Estep 
Score: -99825.382812 Penalty: 1148.162109
	Iteration 0F: 2 clusters Score -99825.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -98284.429688 Penalty: 2296.324219
	Iteration 0F: 3 clusters Score -98284.43 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -98647.093750 Penalty: 2296.324219
	Iteration 1F: 3 clusters Score -98647.09 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -98810.289062 Penalty: 2296.324219
	Iteration 2F: 3 clusters Score -98810.29 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -98905.781250 Penalty: 2296.324219
	Iteration 3F: 3 clusters Score -98905.78 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -98991.273438 Penalty: 2296.324219
	Iteration 4F: 3 clusters Score -98991.27 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -99119.210938 Penalty: 2296.324219
	Iteration 5Q: 3 clusters Score -99119.21 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -99237.750000 Penalty: 2296.324219
	Iteration 6Q: 3 clusters Score -99237.75 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -99367.218750 Penalty: 2296.324219
	Iteration 7F: 3 clusters Score -99367.22 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -99496.445312 Penalty: 2296.324219
	Iteration 8Q: 3 clusters Score -99496.45 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -99665.835938 Penalty: 2296.324219
	Iteration 9Q: 3 clusters Score -99665.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -99754.734375 Penalty: 2296.324219
	Iteration 10Q: 3 clusters Score -99754.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -99808.820312 Penalty: 2296.324219
	Iteration 11Q: 3 clusters Score -99808.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -99822.632812 Penalty: 2296.324219
	Iteration 12Q: 3 clusters Score -99822.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -99829.039062 Penalty: 2296.324219
	Iteration 13Q: 3 clusters Score -99829.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -99836.328125 Penalty: 2296.324219
	Iteration 14Q: 3 clusters Score -99836.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -99855.234375 Penalty: 2296.324219
	Iteration 15Q: 3 clusters Score -99855.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -99877.109375 Penalty: 2296.324219
	Iteration 16Q: 3 clusters Score -99877.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -99904.789062 Penalty: 2296.324219
	Iteration 17Q: 3 clusters Score -99904.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -99935.929688 Penalty: 2296.324219
	Iteration 18Q: 3 clusters Score -99935.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -99992.085938 Penalty: 2296.324219
	Iteration 19Q: 3 clusters Score -99992.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -100020.273438 Penalty: 2296.324219
	Iteration 20F: 3 clusters Score -100020.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -100034.742188 Penalty: 2296.324219
	Iteration 21Q: 3 clusters Score -100034.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -100036.718750 Penalty: 2296.324219
	Iteration 22Q: 3 clusters Score -100036.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -100036.718750 Penalty: 2296.324219
	Iteration 23F: 3 clusters Score -100036.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60037 members 
Mstep: Class 2 contains 21051 members 
Mstep: Class 3 contains 6028 members 
Mstep: Class 4 contains 18398 members 
Mstep: Class 5 contains 22035 members 
Mstep: Class 6 contains 51364 members 
Mstep: Class 7 contains 6228 members 
Mstep: Class 8 contains 62868 members 
Mstep: Class 9 contains 10115 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 8517 members 
Mstep: Class 12 contains 7648 members 
Mstep: Class 13 contains 121030 members 
Mstep: Class 14 contains 55980 members 
Mstep: Class 15 contains 127859 members 
Mstep: Class 16 contains 42082 members 
Mstep: Class 17 contains 1327 members 
Mstep: Class 18 contains 10350 members 
Mstep: Class 19 contains 9984 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 1198 members 
Mstep: Class 23 contains 3276 members 
Mstep: Class 24 contains 1847 members 
Mstep: Class 25 contains 2380 members 
Mstep: Class 26 contains 2899 members 
Mstep: Class 27 contains 1544 members 
Mstep: Class 28 contains 123830 members 
Mstep: Class 29 contains 15727 members 
Mstep: Class 30 contains 1278 members 
Mstep: Class 31 contains 6706 members 
Mstep: Class 32 contains 1580 members 
Mstep: Class 33 contains 3278 members 
Mstep: Class 34 contains 594 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 3823 members 
Mstep: Class 37 contains 2172 members 
Mstep: Class 38 contains 1725 members 
Mstep: Class 39 contains 702 members 
Mstep: Class 40 contains 2612 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 113091 members 
Mstep: Class 43 contains 4353 members 
Mstep: Class 44 contains 2954 members 
Mstep: Class 45 contains 6304 members 
Mstep: Class 46 contains 577 members 
Entering Unmasked Estep 
Score: -84443384.000000 Penalty: 102952.773438
Splitting cluster 34 changes total score from -84444240.000000 to -84443384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (5644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Entering Unmasked Estep 
Score: -504192.500000 Penalty: 1403.731689
	Iteration 0F: 2 clusters Score -504192.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -499780.406250 Penalty: 2807.463379
	Iteration 0F: 3 clusters Score -499780.4 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -500961.000000 Penalty: 2807.463379
	Iteration 1F: 3 clusters Score -500961 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -501143.812500 Penalty: 2807.463379
	Iteration 2F: 3 clusters Score -501143.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -501275.250000 Penalty: 2807.463379
	Iteration 3F: 3 clusters Score -501275.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -501390.656250 Penalty: 2807.463379
	Iteration 4Q: 3 clusters Score -501390.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -501521.093750 Penalty: 2807.463379
	Iteration 5Q: 3 clusters Score -501521.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -501679.000000 Penalty: 2807.463379
	Iteration 6Q: 3 clusters Score -501679 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -501883.375000 Penalty: 2807.463379
	Iteration 7Q: 3 clusters Score -501883.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -502118.000000 Penalty: 2807.463379
	Iteration 8F: 3 clusters Score -502118 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -502402.531250 Penalty: 2807.463379
	Iteration 9F: 3 clusters Score -502402.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -502686.062500 Penalty: 2807.463379
	Iteration 10F: 3 clusters Score -502686.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -502895.593750 Penalty: 2807.463379
	Iteration 11Q: 3 clusters Score -502895.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -503018.375000 Penalty: 2807.463379
	Iteration 12Q: 3 clusters Score -503018.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -503081.125000 Penalty: 2807.463379
	Iteration 13Q: 3 clusters Score -503081.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -503116.218750 Penalty: 2807.463379
	Iteration 14Q: 3 clusters Score -503116.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -503138.687500 Penalty: 2807.463379
	Iteration 15Q: 3 clusters Score -503138.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -503149.250000 Penalty: 2807.463379
	Iteration 16Q: 3 clusters Score -503149.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -503158.156250 Penalty: 2807.463379
	Iteration 17Q: 3 clusters Score -503158.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -503160.187500 Penalty: 2807.463379
	Iteration 18Q: 3 clusters Score -503160.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -503164.937500 Penalty: 2807.463379
	Iteration 19Q: 3 clusters Score -503164.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -503169.687500 Penalty: 2807.463379
	Iteration 20F: 3 clusters Score -503169.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -503171.906250 Penalty: 2807.463379
	Iteration 21Q: 3 clusters Score -503171.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -503173.718750 Penalty: 2807.463379
	Iteration 22Q: 3 clusters Score -503173.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -503175.031250 Penalty: 2807.463379
	Iteration 23Q: 3 clusters Score -503175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -503174.718750 Penalty: 2807.463379
	Iteration 24Q: 3 clusters Score -503174.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -503174.500000 Penalty: 2807.463379
	Iteration 25Q: 3 clusters Score -503174.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -503174.500000 Penalty: 2807.463379
	Iteration 26F: 3 clusters Score -503174.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Entering Unmasked Estep 
Score: -300365.125000 Penalty: 1340.428467
	Iteration 0F: 2 clusters Score -300365.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -297148.750000 Penalty: 2680.856934
	Iteration 0F: 3 clusters Score -297148.8 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -298140.156250 Penalty: 2680.856934
	Iteration 1F: 3 clusters Score -298140.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -298356.968750 Penalty: 2680.856934
	Iteration 2F: 3 clusters Score -298357 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -298539.625000 Penalty: 2680.856934
	Iteration 3F: 3 clusters Score -298539.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -298693.562500 Penalty: 2680.856934
	Iteration 4F: 3 clusters Score -298693.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -298820.093750 Penalty: 2680.856934
	Iteration 5Q: 3 clusters Score -298820.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -298901.062500 Penalty: 2680.856934
	Iteration 6Q: 3 clusters Score -298901.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -298949.593750 Penalty: 2680.856934
	Iteration 7Q: 3 clusters Score -298949.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -298986.093750 Penalty: 2680.856934
	Iteration 8Q: 3 clusters Score -298986.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -299025.593750 Penalty: 2680.856934
	Iteration 9Q: 3 clusters Score -299025.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -299072.187500 Penalty: 2680.856934
	Iteration 10Q: 3 clusters Score -299072.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -299111.406250 Penalty: 2680.856934
	Iteration 11Q: 3 clusters Score -299111.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -299140.750000 Penalty: 2680.856934
	Iteration 12Q: 3 clusters Score -299140.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -299163.437500 Penalty: 2680.856934
	Iteration 13Q: 3 clusters Score -299163.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -299178.281250 Penalty: 2680.856934
	Iteration 14Q: 3 clusters Score -299178.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -299185.750000 Penalty: 2680.856934
	Iteration 15Q: 3 clusters Score -299185.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -299193.000000 Penalty: 2680.856934
	Iteration 16Q: 3 clusters Score -299193 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -299202.187500 Penalty: 2680.856934
	Iteration 17Q: 3 clusters Score -299202.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -299208.156250 Penalty: 2680.856934
	Iteration 18Q: 3 clusters Score -299208.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -299212.562500 Penalty: 2680.856934
	Iteration 19Q: 3 clusters Score -299212.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -299215.343750 Penalty: 2680.856934
	Iteration 20F: 3 clusters Score -299215.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -299217.093750 Penalty: 2680.856934
	Iteration 21Q: 3 clusters Score -299217.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -299218.750000 Penalty: 2680.856934
	Iteration 22Q: 3 clusters Score -299218.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -299219.656250 Penalty: 2680.856934
	Iteration 23Q: 3 clusters Score -299219.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -299220.406250 Penalty: 2680.856934
	Iteration 24Q: 3 clusters Score -299220.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -299221.250000 Penalty: 2680.856934
	Iteration 25Q: 3 clusters Score -299221.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -299221.250000 Penalty: 2680.856934
	Iteration 26F: 3 clusters Score -299221.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Entering Unmasked Estep 
Score: -191166.265625 Penalty: 1248.553101
	Iteration 0F: 2 clusters Score -191166.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -188979.500000 Penalty: 2497.106201
	Iteration 0F: 3 clusters Score -188979.5 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -189435.984375 Penalty: 2497.106201
	Iteration 1F: 3 clusters Score -189436 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -189563.062500 Penalty: 2497.106201
	Iteration 2F: 3 clusters Score -189563.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -189716.015625 Penalty: 2497.106201
	Iteration 3F: 3 clusters Score -189716 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -189966.296875 Penalty: 2497.106201
	Iteration 4F: 3 clusters Score -189966.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -190256.968750 Penalty: 2497.106201
	Iteration 5F: 3 clusters Score -190257 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -190431.203125 Penalty: 2497.106201
	Iteration 6F: 3 clusters Score -190431.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -190542.671875 Penalty: 2497.106201
	Iteration 7F: 3 clusters Score -190542.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -190616.203125 Penalty: 2497.106201
	Iteration 8Q: 3 clusters Score -190616.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -190659.546875 Penalty: 2497.106201
	Iteration 9Q: 3 clusters Score -190659.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -190694.156250 Penalty: 2497.106201
	Iteration 10Q: 3 clusters Score -190694.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -190716.171875 Penalty: 2497.106201
	Iteration 11Q: 3 clusters Score -190716.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -190727.828125 Penalty: 2497.106201
	Iteration 12Q: 3 clusters Score -190727.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -190741.265625 Penalty: 2497.106201
	Iteration 13Q: 3 clusters Score -190741.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -190759.546875 Penalty: 2497.106201
	Iteration 14Q: 3 clusters Score -190759.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -190771.984375 Penalty: 2497.106201
	Iteration 15Q: 3 clusters Score -190772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -190780.031250 Penalty: 2497.106201
	Iteration 16Q: 3 clusters Score -190780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -190784.515625 Penalty: 2497.106201
	Iteration 17Q: 3 clusters Score -190784.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -190787.000000 Penalty: 2497.106201
	Iteration 18Q: 3 clusters Score -190787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -190787.609375 Penalty: 2497.106201
	Iteration 19Q: 3 clusters Score -190787.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -190787.609375 Penalty: 2497.106201
	Iteration 20F: 3 clusters Score -190787.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Entering Unmasked Estep 
Score: -153834.546875 Penalty: 1211.109619
	Iteration 0F: 2 clusters Score -153834.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -151949.343750 Penalty: 2422.219238
	Iteration 0F: 3 clusters Score -151949.3 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -152356.796875 Penalty: 2422.219238
	Iteration 1F: 3 clusters Score -152356.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -152513.812500 Penalty: 2422.219238
	Iteration 2F: 3 clusters Score -152513.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -152611.281250 Penalty: 2422.219238
	Iteration 3F: 3 clusters Score -152611.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -152683.187500 Penalty: 2422.219238
	Iteration 4Q: 3 clusters Score -152683.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -152740.703125 Penalty: 2422.219238
	Iteration 5Q: 3 clusters Score -152740.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -152782.828125 Penalty: 2422.219238
	Iteration 6Q: 3 clusters Score -152782.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -152814.625000 Penalty: 2422.219238
	Iteration 7Q: 3 clusters Score -152814.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -152844.343750 Penalty: 2422.219238
	Iteration 8Q: 3 clusters Score -152844.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -152863.312500 Penalty: 2422.219238
	Iteration 9Q: 3 clusters Score -152863.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -152878.484375 Penalty: 2422.219238
	Iteration 10Q: 3 clusters Score -152878.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -152892.906250 Penalty: 2422.219238
	Iteration 11Q: 3 clusters Score -152892.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -152901.281250 Penalty: 2422.219238
	Iteration 12Q: 3 clusters Score -152901.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -152907.984375 Penalty: 2422.219238
	Iteration 13Q: 3 clusters Score -152908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -152914.390625 Penalty: 2422.219238
	Iteration 14Q: 3 clusters Score -152914.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -152923.750000 Penalty: 2422.219238
	Iteration 15Q: 3 clusters Score -152923.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -152929.046875 Penalty: 2422.219238
	Iteration 16Q: 3 clusters Score -152929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -152930.328125 Penalty: 2422.219238
	Iteration 17Q: 3 clusters Score -152930.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -152934.171875 Penalty: 2422.219238
	Iteration 18Q: 3 clusters Score -152934.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -152940.281250 Penalty: 2422.219238
	Iteration 19Q: 3 clusters Score -152940.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -152945.593750 Penalty: 2422.219238
	Iteration 20F: 3 clusters Score -152945.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -152949.046875 Penalty: 2422.219238
	Iteration 21Q: 3 clusters Score -152949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -152952.562500 Penalty: 2422.219238
	Iteration 22Q: 3 clusters Score -152952.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -152960.375000 Penalty: 2422.219238
	Iteration 23Q: 3 clusters Score -152960.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -152963.671875 Penalty: 2422.219238
	Iteration 24Q: 3 clusters Score -152963.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -152972.734375 Penalty: 2422.219238
	Iteration 25Q: 3 clusters Score -152972.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -152983.359375 Penalty: 2422.219238
	Iteration 26Q: 3 clusters Score -152983.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -152995.671875 Penalty: 2422.219238
	Iteration 27Q: 3 clusters Score -152995.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -153010.093750 Penalty: 2422.219238
	Iteration 28Q: 3 clusters Score -153010.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -153018.906250 Penalty: 2422.219238
	Iteration 29Q: 3 clusters Score -153018.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -153027.375000 Penalty: 2422.219238
	Iteration 30Q: 3 clusters Score -153027.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -153033.062500 Penalty: 2422.219238
	Iteration 31Q: 3 clusters Score -153033.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -153039.218750 Penalty: 2422.219238
	Iteration 32Q: 3 clusters Score -153039.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -153043.671875 Penalty: 2422.219238
	Iteration 33Q: 3 clusters Score -153043.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -153050.578125 Penalty: 2422.219238
	Iteration 34Q: 3 clusters Score -153050.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -153058.656250 Penalty: 2422.219238
	Iteration 35Q: 3 clusters Score -153058.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -153070.703125 Penalty: 2422.219238
	Iteration 36Q: 3 clusters Score -153070.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -153074.843750 Penalty: 2422.219238
	Iteration 37Q: 3 clusters Score -153074.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -153077.937500 Penalty: 2422.219238
	Iteration 38Q: 3 clusters Score -153077.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -153081.859375 Penalty: 2422.219238
	Iteration 39Q: 3 clusters Score -153081.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -153084.718750 Penalty: 2422.219238
	Iteration 40F: 3 clusters Score -153084.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -153087.812500 Penalty: 2422.219238
	Iteration 41Q: 3 clusters Score -153087.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -153090.937500 Penalty: 2422.219238
	Iteration 42Q: 3 clusters Score -153090.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -153090.937500 Penalty: 2422.219238
	Iteration 43F: 3 clusters Score -153090.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -57874.519531 Penalty: 1065.014160
	Iteration 0F: 2 clusters Score -57874.52 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 349 members 
Entering Unmasked Estep 
Score: -56676.214844 Penalty: 2130.028320
	Iteration 0F: 3 clusters Score -56676.21 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -56887.914062 Penalty: 2130.028320
	Iteration 1F: 3 clusters Score -56887.91 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -56952.691406 Penalty: 2130.028320
	Iteration 2F: 3 clusters Score -56952.69 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -56984.632812 Penalty: 2130.028320
	Iteration 3F: 3 clusters Score -56984.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -57001.644531 Penalty: 2130.028320
	Iteration 4Q: 3 clusters Score -57001.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -57017.875000 Penalty: 2130.028320
	Iteration 5Q: 3 clusters Score -57017.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -57034.792969 Penalty: 2130.028320
	Iteration 6Q: 3 clusters Score -57034.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -57042.410156 Penalty: 2130.028320
	Iteration 7Q: 3 clusters Score -57042.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -57044.410156 Penalty: 2130.028320
	Iteration 8Q: 3 clusters Score -57044.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -57050.664062 Penalty: 2130.028320
	Iteration 9Q: 3 clusters Score -57050.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -57056.347656 Penalty: 2130.028320
	Iteration 10Q: 3 clusters Score -57056.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -57056.347656 Penalty: 2130.028320
	Iteration 11F: 3 clusters Score -57056.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Entering Unmasked Estep 
Score: -243368.265625 Penalty: 1278.529053
	Iteration 0F: 2 clusters Score -243368.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -240926.312500 Penalty: 2557.058105
	Iteration 0F: 3 clusters Score -240926.3 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -241499.546875 Penalty: 2557.058105
	Iteration 1F: 3 clusters Score -241499.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -241614.187500 Penalty: 2557.058105
	Iteration 2F: 3 clusters Score -241614.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -241684.015625 Penalty: 2557.058105
	Iteration 3Q: 3 clusters Score -241684 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -241736.765625 Penalty: 2557.058105
	Iteration 4Q: 3 clusters Score -241736.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -241791.656250 Penalty: 2557.058105
	Iteration 5Q: 3 clusters Score -241791.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -241841.921875 Penalty: 2557.058105
	Iteration 6Q: 3 clusters Score -241841.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -241879.671875 Penalty: 2557.058105
	Iteration 7Q: 3 clusters Score -241879.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -241912.671875 Penalty: 2557.058105
	Iteration 8Q: 3 clusters Score -241912.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -241934.906250 Penalty: 2557.058105
	Iteration 9Q: 3 clusters Score -241934.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -241951.875000 Penalty: 2557.058105
	Iteration 10Q: 3 clusters Score -241951.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -241969.093750 Penalty: 2557.058105
	Iteration 11Q: 3 clusters Score -241969.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -242001.796875 Penalty: 2557.058105
	Iteration 12Q: 3 clusters Score -242001.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -242038.312500 Penalty: 2557.058105
	Iteration 13Q: 3 clusters Score -242038.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -242074.156250 Penalty: 2557.058105
	Iteration 14Q: 3 clusters Score -242074.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -242108.109375 Penalty: 2557.058105
	Iteration 15Q: 3 clusters Score -242108.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -242142.406250 Penalty: 2557.058105
	Iteration 16Q: 3 clusters Score -242142.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -242170.687500 Penalty: 2557.058105
	Iteration 17Q: 3 clusters Score -242170.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -242187.140625 Penalty: 2557.058105
	Iteration 18Q: 3 clusters Score -242187.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -242198.562500 Penalty: 2557.058105
	Iteration 19Q: 3 clusters Score -242198.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -242208.984375 Penalty: 2557.058105
	Iteration 20F: 3 clusters Score -242209 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -242218.031250 Penalty: 2557.058105
	Iteration 21Q: 3 clusters Score -242218 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -242229.890625 Penalty: 2557.058105
	Iteration 22Q: 3 clusters Score -242229.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -242237.390625 Penalty: 2557.058105
	Iteration 23Q: 3 clusters Score -242237.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -242244.484375 Penalty: 2557.058105
	Iteration 24Q: 3 clusters Score -242244.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -242254.875000 Penalty: 2557.058105
	Iteration 25Q: 3 clusters Score -242254.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -242270.390625 Penalty: 2557.058105
	Iteration 26Q: 3 clusters Score -242270.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -242285.609375 Penalty: 2557.058105
	Iteration 27Q: 3 clusters Score -242285.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -242297.593750 Penalty: 2557.058105
	Iteration 28Q: 3 clusters Score -242297.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -242309.171875 Penalty: 2557.058105
	Iteration 29Q: 3 clusters Score -242309.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -242318.468750 Penalty: 2557.058105
	Iteration 30Q: 3 clusters Score -242318.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -242326.046875 Penalty: 2557.058105
	Iteration 31Q: 3 clusters Score -242326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -242333.312500 Penalty: 2557.058105
	Iteration 32Q: 3 clusters Score -242333.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -242336.265625 Penalty: 2557.058105
	Iteration 33Q: 3 clusters Score -242336.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -242337.500000 Penalty: 2557.058105
	Iteration 34Q: 3 clusters Score -242337.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -242337.687500 Penalty: 2557.058105
	Iteration 35Q: 3 clusters Score -242337.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -242338.328125 Penalty: 2557.058105
	Iteration 36Q: 3 clusters Score -242338.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -242339.031250 Penalty: 2557.058105
	Iteration 37Q: 3 clusters Score -242339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -242340.812500 Penalty: 2557.058105
	Iteration 38Q: 3 clusters Score -242340.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -242343.296875 Penalty: 2557.058105
	Iteration 39Q: 3 clusters Score -242343.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -242345.875000 Penalty: 2557.058105
	Iteration 40F: 3 clusters Score -242345.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -242347.031250 Penalty: 2557.058105
	Iteration 41Q: 3 clusters Score -242347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -242347.750000 Penalty: 2557.058105
	Iteration 42Q: 3 clusters Score -242347.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -242349.000000 Penalty: 2557.058105
	Iteration 43Q: 3 clusters Score -242349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -242350.203125 Penalty: 2557.058105
	Iteration 44Q: 3 clusters Score -242350.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -242351.187500 Penalty: 2557.058105
	Iteration 45Q: 3 clusters Score -242351.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -242352.750000 Penalty: 2557.058105
	Iteration 46Q: 3 clusters Score -242352.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -242353.031250 Penalty: 2557.058105
	Iteration 47Q: 3 clusters Score -242353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -242353.671875 Penalty: 2557.058105
	Iteration 48Q: 3 clusters Score -242353.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -242353.671875 Penalty: 2557.058105
	Iteration 49F: 3 clusters Score -242353.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Entering Unmasked Estep 
Score: -54443.230469 Penalty: 1074.892944
	Iteration 0F: 2 clusters Score -54443.23 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 379 members 
Entering Unmasked Estep 
Score: -53222.226562 Penalty: 2149.785889
	Iteration 0F: 3 clusters Score -53222.23 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -53505.714844 Penalty: 2149.785889
	Iteration 1F: 3 clusters Score -53505.71 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -53652.304688 Penalty: 2149.785889
	Iteration 2F: 3 clusters Score -53652.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -53765.988281 Penalty: 2149.785889
	Iteration 3F: 3 clusters Score -53765.99 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -53859.445312 Penalty: 2149.785889
	Iteration 4F: 3 clusters Score -53859.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -53933.144531 Penalty: 2149.785889
	Iteration 5Q: 3 clusters Score -53933.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -53994.265625 Penalty: 2149.785889
	Iteration 6Q: 3 clusters Score -53994.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -54026.960938 Penalty: 2149.785889
	Iteration 7Q: 3 clusters Score -54026.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -54046.246094 Penalty: 2149.785889
	Iteration 8Q: 3 clusters Score -54046.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -54053.863281 Penalty: 2149.785889
	Iteration 9Q: 3 clusters Score -54053.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -54058.156250 Penalty: 2149.785889
	Iteration 10Q: 3 clusters Score -54058.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -54059.363281 Penalty: 2149.785889
	Iteration 11Q: 3 clusters Score -54059.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -54059.363281 Penalty: 2149.785889
	Iteration 12F: 3 clusters Score -54059.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (113091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113091 members 
Entering Unmasked Estep 
Score: -10367087.000000 Penalty: 1890.841553
	Iteration 0F: 2 clusters Score -1.036709e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56397 members 
Mstep: Class 2 contains 56694 members 
Entering Unmasked Estep 
Score: -10290997.000000 Penalty: 3781.683105
	Iteration 0F: 3 clusters Score -1.0291e+07 nChanged 54313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52898 members 
Mstep: Class 2 contains 60193 members 
Entering Unmasked Estep 
Score: -10323256.000000 Penalty: 3781.683105
	Iteration 1F: 3 clusters Score -1.032326e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50817 members 
Mstep: Class 2 contains 62274 members 
Entering Unmasked Estep 
Score: -10324983.000000 Penalty: 3781.683105
	Iteration 2Q: 3 clusters Score -1.032498e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 65399 members 
Entering Unmasked Estep 
Score: -10327578.000000 Penalty: 3781.683105
	Iteration 3F: 3 clusters Score -1.032758e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43109 members 
Mstep: Class 2 contains 69982 members 
Entering Unmasked Estep 
Score: -10331807.000000 Penalty: 3781.683105
	Iteration 4F: 3 clusters Score -1.033181e+07 nChanged 8320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 76256 members 
Entering Unmasked Estep 
Score: -10337408.000000 Penalty: 3781.683105
	Iteration 5F: 3 clusters Score -1.033741e+07 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 83631 members 
Entering Unmasked Estep 
Score: -10344396.000000 Penalty: 3781.683105
	Iteration 6F: 3 clusters Score -1.03444e+07 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 90737 members 
Entering Unmasked Estep 
Score: -10351898.000000 Penalty: 3781.683105
	Iteration 7F: 3 clusters Score -1.03519e+07 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 96171 members 
Entering Unmasked Estep 
Score: -10357979.000000 Penalty: 3781.683105
	Iteration 8F: 3 clusters Score -1.035798e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 99556 members 
Entering Unmasked Estep 
Score: -10361673.000000 Penalty: 3781.683105
	Iteration 9Q: 3 clusters Score -1.036167e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 101735 members 
Entering Unmasked Estep 
Score: -10363703.000000 Penalty: 3781.683105
	Iteration 10Q: 3 clusters Score -1.03637e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 103295 members 
Entering Unmasked Estep 
Score: -10364917.000000 Penalty: 3781.683105
	Iteration 11Q: 3 clusters Score -1.036492e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 104427 members 
Entering Unmasked Estep 
Score: -10365609.000000 Penalty: 3781.683105
	Iteration 12Q: 3 clusters Score -1.036561e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 105249 members 
Entering Unmasked Estep 
Score: -10366001.000000 Penalty: 3781.683105
	Iteration 13Q: 3 clusters Score -1.0366e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 105911 members 
Entering Unmasked Estep 
Score: -10366284.000000 Penalty: 3781.683105
	Iteration 14Q: 3 clusters Score -1.036628e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 106432 members 
Entering Unmasked Estep 
Score: -10366511.000000 Penalty: 3781.683105
	Iteration 15Q: 3 clusters Score -1.036651e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 106821 members 
Entering Unmasked Estep 
Score: -10366623.000000 Penalty: 3781.683105
	Iteration 16Q: 3 clusters Score -1.036662e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 107133 members 
Entering Unmasked Estep 
Score: -10366682.000000 Penalty: 3781.683105
	Iteration 17Q: 3 clusters Score -1.036668e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 107406 members 
Entering Unmasked Estep 
Score: -10366706.000000 Penalty: 3781.683105
	Iteration 18Q: 3 clusters Score -1.036671e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 107622 members 
Entering Unmasked Estep 
Score: -10366730.000000 Penalty: 3781.683105
	Iteration 19Q: 3 clusters Score -1.036673e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 107794 members 
Entering Unmasked Estep 
Score: -10366768.000000 Penalty: 3781.683105
	Iteration 20F: 3 clusters Score -1.036677e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 107924 members 
Entering Unmasked Estep 
Score: -10366786.000000 Penalty: 3781.683105
	Iteration 21Q: 3 clusters Score -1.036679e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 108042 members 
Entering Unmasked Estep 
Score: -10366800.000000 Penalty: 3781.683105
	Iteration 22Q: 3 clusters Score -1.03668e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 108134 members 
Entering Unmasked Estep 
Score: -10366825.000000 Penalty: 3781.683105
	Iteration 23Q: 3 clusters Score -1.036682e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 108207 members 
Entering Unmasked Estep 
Score: -10366834.000000 Penalty: 3781.683105
	Iteration 24Q: 3 clusters Score -1.036683e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 108270 members 
Entering Unmasked Estep 
Score: -10366845.000000 Penalty: 3781.683105
	Iteration 25Q: 3 clusters Score -1.036684e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 108328 members 
Entering Unmasked Estep 
Score: -10366849.000000 Penalty: 3781.683105
	Iteration 26Q: 3 clusters Score -1.036685e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 108383 members 
Entering Unmasked Estep 
Score: -10366848.000000 Penalty: 3781.683105
	Iteration 27Q: 3 clusters Score -1.036685e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 108428 members 
Entering Unmasked Estep 
Score: -10366850.000000 Penalty: 3781.683105
	Iteration 28Q: 3 clusters Score -1.036685e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 108469 members 
Entering Unmasked Estep 
Score: -10366832.000000 Penalty: 3781.683105
	Iteration 29Q: 3 clusters Score -1.036683e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 108503 members 
Entering Unmasked Estep 
Score: -10366843.000000 Penalty: 3781.683105
	Iteration 30Q: 3 clusters Score -1.036684e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 108540 members 
Entering Unmasked Estep 
Score: -10366836.000000 Penalty: 3781.683105
	Iteration 31Q: 3 clusters Score -1.036684e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 108569 members 
Entering Unmasked Estep 
Score: -10366841.000000 Penalty: 3781.683105
	Iteration 32Q: 3 clusters Score -1.036684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 108586 members 
Entering Unmasked Estep 
Score: -10366846.000000 Penalty: 3781.683105
	Iteration 33Q: 3 clusters Score -1.036685e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 108611 members 
Entering Unmasked Estep 
Score: -10366841.000000 Penalty: 3781.683105
	Iteration 34Q: 3 clusters Score -1.036684e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 108640 members 
Entering Unmasked Estep 
Score: -10366837.000000 Penalty: 3781.683105
	Iteration 35Q: 3 clusters Score -1.036684e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 108664 members 
Entering Unmasked Estep 
Score: -10366846.000000 Penalty: 3781.683105
	Iteration 36Q: 3 clusters Score -1.036685e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 108684 members 
Entering Unmasked Estep 
Score: -10366827.000000 Penalty: 3781.683105
	Iteration 37Q: 3 clusters Score -1.036683e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 108695 members 
Entering Unmasked Estep 
Score: -10366838.000000 Penalty: 3781.683105
	Iteration 38Q: 3 clusters Score -1.036684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 108698 members 
Entering Unmasked Estep 
Score: -10366836.000000 Penalty: 3781.683105
	Iteration 39Q: 3 clusters Score -1.036684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 108704 members 
Entering Unmasked Estep 
Score: -10366844.000000 Penalty: 3781.683105
	Iteration 40F: 3 clusters Score -1.036684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 108709 members 
Entering Unmasked Estep 
Score: -10366844.000000 Penalty: 3781.683105
	Iteration 41Q: 3 clusters Score -1.036684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 108712 members 
Entering Unmasked Estep 
Score: -10366834.000000 Penalty: 3781.683105
	Iteration 42Q: 3 clusters Score -1.036683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 108718 members 
Entering Unmasked Estep 
Score: -10366826.000000 Penalty: 3781.683105
	Iteration 43Q: 3 clusters Score -1.036683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 108722 members 
Entering Unmasked Estep 
Score: -10366831.000000 Penalty: 3781.683105
	Iteration 44Q: 3 clusters Score -1.036683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 108725 members 
Entering Unmasked Estep 
Score: -10366837.000000 Penalty: 3781.683105
	Iteration 45Q: 3 clusters Score -1.036684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 108726 members 
Entering Unmasked Estep 
Score: -10366830.000000 Penalty: 3781.683105
	Iteration 46Q: 3 clusters Score -1.036683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 108727 members 
Entering Unmasked Estep 
Score: -10366827.000000 Penalty: 3781.683105
	Iteration 47Q: 3 clusters Score -1.036683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 108728 members 
Entering Unmasked Estep 
Score: -10366828.000000 Penalty: 3781.683105
	Iteration 48Q: 3 clusters Score -1.036683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 108729 members 
Entering Unmasked Estep 
Score: -10366828.000000 Penalty: 3781.683105
	Iteration 49Q: 3 clusters Score -1.036683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 108730 members 
Entering Unmasked Estep 
Score: -10366835.000000 Penalty: 3781.683105
	Iteration 50Q: 3 clusters Score -1.036684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 108730 members 
Entering Unmasked Estep 
Score: -10366835.000000 Penalty: 3781.683105
	Iteration 51F: 3 clusters Score -1.036684e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Entering Unmasked Estep 
Score: -389950.437500 Penalty: 1361.525757
	Iteration 0F: 2 clusters Score -389950.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -386431.437500 Penalty: 2723.051514
	Iteration 0F: 3 clusters Score -386431.4 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -387361.468750 Penalty: 2723.051514
	Iteration 1F: 3 clusters Score -387361.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -387535.125000 Penalty: 2723.051514
	Iteration 2F: 3 clusters Score -387535.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -387651.156250 Penalty: 2723.051514
	Iteration 3F: 3 clusters Score -387651.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -387780.437500 Penalty: 2723.051514
	Iteration 4Q: 3 clusters Score -387780.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -387898.875000 Penalty: 2723.051514
	Iteration 5Q: 3 clusters Score -387898.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -388023.125000 Penalty: 2723.051514
	Iteration 6Q: 3 clusters Score -388023.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -388135.968750 Penalty: 2723.051514
	Iteration 7Q: 3 clusters Score -388136 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -388245.500000 Penalty: 2723.051514
	Iteration 8Q: 3 clusters Score -388245.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -388358.500000 Penalty: 2723.051514
	Iteration 9Q: 3 clusters Score -388358.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -388476.906250 Penalty: 2723.051514
	Iteration 10Q: 3 clusters Score -388476.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -388586.375000 Penalty: 2723.051514
	Iteration 11Q: 3 clusters Score -388586.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -388685.125000 Penalty: 2723.051514
	Iteration 12Q: 3 clusters Score -388685.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -388783.062500 Penalty: 2723.051514
	Iteration 13Q: 3 clusters Score -388783.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -388867.625000 Penalty: 2723.051514
	Iteration 14Q: 3 clusters Score -388867.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -388943.750000 Penalty: 2723.051514
	Iteration 15Q: 3 clusters Score -388943.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -389003.312500 Penalty: 2723.051514
	Iteration 16Q: 3 clusters Score -389003.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -389041.625000 Penalty: 2723.051514
	Iteration 17Q: 3 clusters Score -389041.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -389066.781250 Penalty: 2723.051514
	Iteration 18Q: 3 clusters Score -389066.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -389085.281250 Penalty: 2723.051514
	Iteration 19Q: 3 clusters Score -389085.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -389099.406250 Penalty: 2723.051514
	Iteration 20F: 3 clusters Score -389099.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -389112.312500 Penalty: 2723.051514
	Iteration 21Q: 3 clusters Score -389112.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -389120.906250 Penalty: 2723.051514
	Iteration 22Q: 3 clusters Score -389120.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -389128.750000 Penalty: 2723.051514
	Iteration 23Q: 3 clusters Score -389128.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -389134.468750 Penalty: 2723.051514
	Iteration 24Q: 3 clusters Score -389134.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -389140.781250 Penalty: 2723.051514
	Iteration 25Q: 3 clusters Score -389140.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -389149.468750 Penalty: 2723.051514
	Iteration 26Q: 3 clusters Score -389149.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -389152.468750 Penalty: 2723.051514
	Iteration 27Q: 3 clusters Score -389152.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -389154.312500 Penalty: 2723.051514
	Iteration 28Q: 3 clusters Score -389154.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -389156.031250 Penalty: 2723.051514
	Iteration 29Q: 3 clusters Score -389156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -389156.687500 Penalty: 2723.051514
	Iteration 30Q: 3 clusters Score -389156.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -389156.687500 Penalty: 2723.051514
	Iteration 31F: 3 clusters Score -389156.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Entering Unmasked Estep 
Score: -256005.328125 Penalty: 1298.523682
	Iteration 0F: 2 clusters Score -256005.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -253324.703125 Penalty: 2597.047363
	Iteration 0F: 3 clusters Score -253324.7 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -254000.218750 Penalty: 2597.047363
	Iteration 1F: 3 clusters Score -254000.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -254142.937500 Penalty: 2597.047363
	Iteration 2F: 3 clusters Score -254142.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -254231.203125 Penalty: 2597.047363
	Iteration 3F: 3 clusters Score -254231.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -254292.890625 Penalty: 2597.047363
	Iteration 4Q: 3 clusters Score -254292.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -254358.093750 Penalty: 2597.047363
	Iteration 5Q: 3 clusters Score -254358.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -254423.234375 Penalty: 2597.047363
	Iteration 6Q: 3 clusters Score -254423.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -254482.828125 Penalty: 2597.047363
	Iteration 7Q: 3 clusters Score -254482.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -254533.859375 Penalty: 2597.047363
	Iteration 8Q: 3 clusters Score -254533.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -254581.125000 Penalty: 2597.047363
	Iteration 9Q: 3 clusters Score -254581.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -254627.218750 Penalty: 2597.047363
	Iteration 10Q: 3 clusters Score -254627.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -254682.781250 Penalty: 2597.047363
	Iteration 11Q: 3 clusters Score -254682.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -254726.656250 Penalty: 2597.047363
	Iteration 12Q: 3 clusters Score -254726.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -254770.421875 Penalty: 2597.047363
	Iteration 13Q: 3 clusters Score -254770.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -254821.609375 Penalty: 2597.047363
	Iteration 14Q: 3 clusters Score -254821.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -254873.140625 Penalty: 2597.047363
	Iteration 15Q: 3 clusters Score -254873.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -254936.203125 Penalty: 2597.047363
	Iteration 16Q: 3 clusters Score -254936.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -255003.093750 Penalty: 2597.047363
	Iteration 17Q: 3 clusters Score -255003.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -255081.500000 Penalty: 2597.047363
	Iteration 18Q: 3 clusters Score -255081.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -255187.281250 Penalty: 2597.047363
	Iteration 19Q: 3 clusters Score -255187.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -255284.531250 Penalty: 2597.047363
	Iteration 20F: 3 clusters Score -255284.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -255366.281250 Penalty: 2597.047363
	Iteration 21Q: 3 clusters Score -255366.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -255432.031250 Penalty: 2597.047363
	Iteration 22Q: 3 clusters Score -255432 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -255497.234375 Penalty: 2597.047363
	Iteration 23Q: 3 clusters Score -255497.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -255543.453125 Penalty: 2597.047363
	Iteration 24Q: 3 clusters Score -255543.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -255575.843750 Penalty: 2597.047363
	Iteration 25Q: 3 clusters Score -255575.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -255608.250000 Penalty: 2597.047363
	Iteration 26Q: 3 clusters Score -255608.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -255655.296875 Penalty: 2597.047363
	Iteration 27Q: 3 clusters Score -255655.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -255699.968750 Penalty: 2597.047363
	Iteration 28Q: 3 clusters Score -255700 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -255741.578125 Penalty: 2597.047363
	Iteration 29Q: 3 clusters Score -255741.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -255778.531250 Penalty: 2597.047363
	Iteration 30Q: 3 clusters Score -255778.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -255816.687500 Penalty: 2597.047363
	Iteration 31Q: 3 clusters Score -255816.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -255832.671875 Penalty: 2597.047363
	Iteration 32Q: 3 clusters Score -255832.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -255841.953125 Penalty: 2597.047363
	Iteration 33Q: 3 clusters Score -255842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -255846.765625 Penalty: 2597.047363
	Iteration 34Q: 3 clusters Score -255846.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -255849.015625 Penalty: 2597.047363
	Iteration 35Q: 3 clusters Score -255849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -255849.750000 Penalty: 2597.047363
	Iteration 36Q: 3 clusters Score -255849.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -255849.750000 Penalty: 2597.047363
	Iteration 37F: 3 clusters Score -255849.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60037 members 
Mstep: Class 2 contains 21051 members 
Mstep: Class 3 contains 6028 members 
Mstep: Class 4 contains 18398 members 
Mstep: Class 5 contains 22035 members 
Mstep: Class 6 contains 51364 members 
Mstep: Class 7 contains 6228 members 
Mstep: Class 8 contains 62868 members 
Mstep: Class 9 contains 10115 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 8517 members 
Mstep: Class 12 contains 7648 members 
Mstep: Class 13 contains 121030 members 
Mstep: Class 14 contains 55980 members 
Mstep: Class 15 contains 127859 members 
Mstep: Class 16 contains 42082 members 
Mstep: Class 17 contains 1327 members 
Mstep: Class 18 contains 10350 members 
Mstep: Class 19 contains 9984 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 1198 members 
Mstep: Class 23 contains 3276 members 
Mstep: Class 24 contains 1847 members 
Mstep: Class 25 contains 2380 members 
Mstep: Class 26 contains 2899 members 
Mstep: Class 27 contains 1544 members 
Mstep: Class 28 contains 123830 members 
Mstep: Class 29 contains 15727 members 
Mstep: Class 30 contains 1278 members 
Mstep: Class 31 contains 6706 members 
Mstep: Class 32 contains 1580 members 
Mstep: Class 33 contains 3278 members 
Mstep: Class 34 contains 1171 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 3823 members 
Mstep: Class 37 contains 2172 members 
Mstep: Class 38 contains 1725 members 
Mstep: Class 39 contains 702 members 
Mstep: Class 40 contains 2612 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 113091 members 
Mstep: Class 43 contains 4353 members 
Mstep: Class 44 contains 2954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445704.000000 Penalty: 100714.671875
Iteration 159Q: 46 clusters Score -8.44457e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60059 members 
Mstep: Class 2 contains 21079 members 
Mstep: Class 3 contains 6038 members 
Mstep: Class 4 contains 18399 members 
Mstep: Class 5 contains 22034 members 
Mstep: Class 6 contains 51363 members 
Mstep: Class 7 contains 6204 members 
Mstep: Class 8 contains 63207 members 
Mstep: Class 9 contains 10124 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 8515 members 
Mstep: Class 12 contains 8317 members 
Mstep: Class 13 contains 121139 members 
Mstep: Class 14 contains 55769 members 
Mstep: Class 15 contains 127895 members 
Mstep: Class 16 contains 42082 members 
Mstep: Class 17 contains 1328 members 
Mstep: Class 18 contains 10347 members 
Mstep: Class 19 contains 10003 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 1199 members 
Mstep: Class 23 contains 3282 members 
Mstep: Class 24 contains 1850 members 
Mstep: Class 25 contains 2373 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 1547 members 
Mstep: Class 28 contains 123833 members 
Mstep: Class 29 contains 15733 members 
Mstep: Class 30 contains 1278 members 
Mstep: Class 31 contains 6736 members 
Mstep: Class 32 contains 1580 members 
Mstep: Class 33 contains 3321 members 
Mstep: Class 34 contains 1169 members 
Mstep: Class 35 contains 5645 members 
Mstep: Class 36 contains 3826 members 
Mstep: Class 37 contains 2173 members 
Mstep: Class 38 contains 1730 members 
Mstep: Class 39 contains 702 members 
Mstep: Class 40 contains 2613 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 112687 members 
Mstep: Class 43 contains 4376 members 
Mstep: Class 44 contains 2958 members 
Mstep: Class 45 contains 5577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84447288.000000 Penalty: 100714.671875
Iteration 160F: 46 clusters Score -8.444729e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60020 members 
Mstep: Class 2 contains 21058 members 
Mstep: Class 3 contains 6043 members 
Mstep: Class 4 contains 18399 members 
Mstep: Class 5 contains 22029 members 
Mstep: Class 6 contains 51363 members 
Mstep: Class 7 contains 6180 members 
Mstep: Class 8 contains 63328 members 
Mstep: Class 9 contains 10114 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 8978 members 
Mstep: Class 13 contains 121118 members 
Mstep: Class 14 contains 55539 members 
Mstep: Class 15 contains 127886 members 
Mstep: Class 16 contains 42082 members 
Mstep: Class 17 contains 1329 members 
Mstep: Class 18 contains 10347 members 
Mstep: Class 19 contains 10000 members 
Mstep: Class 20 contains 1648 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 1199 members 
Mstep: Class 23 contains 3291 members 
Mstep: Class 24 contains 1854 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 2900 members 
Mstep: Class 27 contains 1549 members 
Mstep: Class 28 contains 123834 members 
Mstep: Class 29 contains 15735 members 
Mstep: Class 30 contains 1277 members 
Mstep: Class 31 contains 6764 members 
Mstep: Class 32 contains 1580 members 
Mstep: Class 33 contains 3306 members 
Mstep: Class 34 contains 1168 members 
Mstep: Class 35 contains 5647 members 
Mstep: Class 36 contains 3825 members 
Mstep: Class 37 contains 2172 members 
Mstep: Class 38 contains 1732 members 
Mstep: Class 39 contains 702 members 
Mstep: Class 40 contains 2615 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 112244 members 
Mstep: Class 43 contains 4396 members 
Mstep: Class 44 contains 2934 members 
Mstep: Class 45 contains 5581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448240.000000 Penalty: 100714.671875
Iteration 161Q: 46 clusters Score -8.444824e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59990 members 
Mstep: Class 2 contains 21043 members 
Mstep: Class 3 contains 6055 members 
Mstep: Class 4 contains 18399 members 
Mstep: Class 5 contains 22013 members 
Mstep: Class 6 contains 51363 members 
Mstep: Class 7 contains 6152 members 
Mstep: Class 8 contains 63461 members 
Mstep: Class 9 contains 10105 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8485 members 
Mstep: Class 12 contains 9547 members 
Mstep: Class 13 contains 121077 members 
Mstep: Class 14 contains 55346 members 
Mstep: Class 15 contains 127876 members 
Mstep: Class 16 contains 42093 members 
Mstep: Class 17 contains 1340 members 
Mstep: Class 18 contains 10348 members 
Mstep: Class 19 contains 9999 members 
Mstep: Class 20 contains 1649 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 1198 members 
Mstep: Class 23 contains 3301 members 
Mstep: Class 24 contains 1851 members 
Mstep: Class 25 contains 2362 members 
Mstep: Class 26 contains 2897 members 
Mstep: Class 27 contains 1552 members 
Mstep: Class 28 contains 123834 members 
Mstep: Class 29 contains 15733 members 
Mstep: Class 30 contains 1276 members 
Mstep: Class 31 contains 6794 members 
Mstep: Class 32 contains 1580 members 
Mstep: Class 33 contains 3292 members 
Mstep: Class 34 contains 1166 members 
Mstep: Class 35 contains 5647 members 
Mstep: Class 36 contains 3827 members 
Mstep: Class 37 contains 2172 members 
Mstep: Class 38 contains 1727 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2616 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 111827 members 
Mstep: Class 43 contains 4411 members 
Mstep: Class 44 contains 2929 members 
Mstep: Class 45 contains 5603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448440.000000 Penalty: 100714.671875
Iteration 162Q: 46 clusters Score -8.444844e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59970 members 
Mstep: Class 2 contains 21026 members 
Mstep: Class 3 contains 6067 members 
Mstep: Class 4 contains 18399 members 
Mstep: Class 5 contains 22008 members 
Mstep: Class 6 contains 51363 members 
Mstep: Class 7 contains 6129 members 
Mstep: Class 8 contains 63551 members 
Mstep: Class 9 contains 10090 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8461 members 
Mstep: Class 12 contains 10053 members 
Mstep: Class 13 contains 121068 members 
Mstep: Class 14 contains 55181 members 
Mstep: Class 15 contains 127866 members 
Mstep: Class 16 contains 42089 members 
Mstep: Class 17 contains 1353 members 
Mstep: Class 18 contains 10350 members 
Mstep: Class 19 contains 9997 members 
Mstep: Class 20 contains 1649 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 1199 members 
Mstep: Class 23 contains 3310 members 
Mstep: Class 24 contains 1845 members 
Mstep: Class 25 contains 2354 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 123831 members 
Mstep: Class 29 contains 15737 members 
Mstep: Class 30 contains 1276 members 
Mstep: Class 31 contains 6825 members 
Mstep: Class 32 contains 1580 members 
Mstep: Class 33 contains 3284 members 
Mstep: Class 34 contains 1163 members 
Mstep: Class 35 contains 5646 members 
Mstep: Class 36 contains 3827 members 
Mstep: Class 37 contains 2170 members 
Mstep: Class 38 contains 1725 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2619 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 111460 members 
Mstep: Class 43 contains 4436 members 
Mstep: Class 44 contains 2926 members 
Mstep: Class 45 contains 5607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449016.000000 Penalty: 100714.671875
Iteration 163Q: 46 clusters Score -8.444902e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59941 members 
Mstep: Class 2 contains 21023 members 
Mstep: Class 3 contains 6074 members 
Mstep: Class 4 contains 18398 members 
Mstep: Class 5 contains 22006 members 
Mstep: Class 6 contains 51363 members 
Mstep: Class 7 contains 6111 members 
Mstep: Class 8 contains 63635 members 
Mstep: Class 9 contains 10081 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8427 members 
Mstep: Class 12 contains 10454 members 
Mstep: Class 13 contains 121028 members 
Mstep: Class 14 contains 55043 members 
Mstep: Class 15 contains 127846 members 
Mstep: Class 16 contains 42088 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 10348 members 
Mstep: Class 19 contains 9999 members 
Mstep: Class 20 contains 1649 members 
Mstep: Class 21 contains 1934 members 
Mstep: Class 22 contains 1199 members 
Mstep: Class 23 contains 3319 members 
Mstep: Class 24 contains 1841 members 
Mstep: Class 25 contains 2350 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 123824 members 
Mstep: Class 29 contains 15741 members 
Mstep: Class 30 contains 1278 members 
Mstep: Class 31 contains 6850 members 
Mstep: Class 32 contains 1580 members 
Mstep: Class 33 contains 3276 members 
Mstep: Class 34 contains 1161 members 
Mstep: Class 35 contains 5647 members 
Mstep: Class 36 contains 3827 members 
Mstep: Class 37 contains 2170 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2622 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 111192 members 
Mstep: Class 43 contains 4472 members 
Mstep: Class 44 contains 2926 members 
Mstep: Class 45 contains 5611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449208.000000 Penalty: 100714.671875
Iteration 164Q: 46 clusters Score -8.444921e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59920 members 
Mstep: Class 2 contains 21018 members 
Mstep: Class 3 contains 6085 members 
Mstep: Class 4 contains 18400 members 
Mstep: Class 5 contains 22002 members 
Mstep: Class 6 contains 51360 members 
Mstep: Class 7 contains 6091 members 
Mstep: Class 8 contains 63685 members 
Mstep: Class 9 contains 10071 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 8399 members 
Mstep: Class 12 contains 10798 members 
Mstep: Class 13 contains 121010 members 
Mstep: Class 14 contains 54917 members 
Mstep: Class 15 contains 127841 members 
Mstep: Class 16 contains 42081 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 10347 members 
Mstep: Class 19 contains 10007 members 
Mstep: Class 20 contains 1649 members 
Mstep: Class 21 contains 1933 members 
Mstep: Class 22 contains 1200 members 
Mstep: Class 23 contains 3327 members 
Mstep: Class 24 contains 1838 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 123817 members 
Mstep: Class 29 contains 15743 members 
Mstep: Class 30 contains 1279 members 
Mstep: Class 31 contains 6871 members 
Mstep: Class 32 contains 1580 members 
Mstep: Class 33 contains 3265 members 
Mstep: Class 34 contains 1161 members 
Mstep: Class 35 contains 5648 members 
Mstep: Class 36 contains 3826 members 
Mstep: Class 37 contains 2170 members 
Mstep: Class 38 contains 1721 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2623 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 110959 members 
Mstep: Class 43 contains 4510 members 
Mstep: Class 44 contains 2924 members 
Mstep: Class 45 contains 5627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449512.000000 Penalty: 100714.671875
Iteration 165Q: 46 clusters Score -8.444951e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59910 members 
Mstep: Class 2 contains 21001 members 
Mstep: Class 3 contains 6099 members 
Mstep: Class 4 contains 18401 members 
Mstep: Class 5 contains 21994 members 
Mstep: Class 6 contains 51359 members 
Mstep: Class 7 contains 6080 members 
Mstep: Class 8 contains 63721 members 
Mstep: Class 9 contains 10063 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 8375 members 
Mstep: Class 12 contains 11107 members 
Mstep: Class 13 contains 120997 members 
Mstep: Class 14 contains 54802 members 
Mstep: Class 15 contains 127840 members 
Mstep: Class 16 contains 42073 members 
Mstep: Class 17 contains 1384 members 
Mstep: Class 18 contains 10348 members 
Mstep: Class 19 contains 10009 members 
Mstep: Class 20 contains 1649 members 
Mstep: Class 21 contains 1933 members 
Mstep: Class 22 contains 1199 members 
Mstep: Class 23 contains 3331 members 
Mstep: Class 24 contains 1837 members 
Mstep: Class 25 contains 2338 members 
Mstep: Class 26 contains 2890 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 123806 members 
Mstep: Class 29 contains 15748 members 
Mstep: Class 30 contains 1281 members 
Mstep: Class 31 contains 6896 members 
Mstep: Class 32 contains 1580 members 
Mstep: Class 33 contains 3256 members 
Mstep: Class 34 contains 1162 members 
Mstep: Class 35 contains 5651 members 
Mstep: Class 36 contains 3826 members 
Mstep: Class 37 contains 2168 members 
Mstep: Class 38 contains 1721 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2621 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 110756 members 
Mstep: Class 43 contains 4547 members 
Mstep: Class 44 contains 2922 members 
Mstep: Class 45 contains 5639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449672.000000 Penalty: 100714.671875
Iteration 166Q: 46 clusters Score -8.444967e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59901 members 
Mstep: Class 2 contains 21000 members 
Mstep: Class 3 contains 6119 members 
Mstep: Class 4 contains 18402 members 
Mstep: Class 5 contains 21979 members 
Mstep: Class 6 contains 51358 members 
Mstep: Class 7 contains 6064 members 
Mstep: Class 8 contains 63760 members 
Mstep: Class 9 contains 10070 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 8357 members 
Mstep: Class 12 contains 11366 members 
Mstep: Class 13 contains 120984 members 
Mstep: Class 14 contains 54702 members 
Mstep: Class 15 contains 127859 members 
Mstep: Class 16 contains 42064 members 
Mstep: Class 17 contains 1392 members 
Mstep: Class 18 contains 10347 members 
Mstep: Class 19 contains 10003 members 
Mstep: Class 20 contains 1649 members 
Mstep: Class 21 contains 1933 members 
Mstep: Class 22 contains 1199 members 
Mstep: Class 23 contains 3337 members 
Mstep: Class 24 contains 1836 members 
Mstep: Class 25 contains 2332 members 
Mstep: Class 26 contains 2890 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 123795 members 
Mstep: Class 29 contains 15753 members 
Mstep: Class 30 contains 1281 members 
Mstep: Class 31 contains 6923 members 
Mstep: Class 32 contains 1580 members 
Mstep: Class 33 contains 3249 members 
Mstep: Class 34 contains 1162 members 
Mstep: Class 35 contains 5657 members 
Mstep: Class 36 contains 3825 members 
Mstep: Class 37 contains 2168 members 
Mstep: Class 38 contains 1721 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2619 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 110535 members 
Mstep: Class 43 contains 4578 members 
Mstep: Class 44 contains 2919 members 
Mstep: Class 45 contains 5652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449760.000000 Penalty: 100714.671875
Iteration 167Q: 46 clusters Score -8.444976e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59902 members 
Mstep: Class 2 contains 20999 members 
Mstep: Class 3 contains 6137 members 
Mstep: Class 4 contains 18402 members 
Mstep: Class 5 contains 21985 members 
Mstep: Class 6 contains 51358 members 
Mstep: Class 7 contains 6047 members 
Mstep: Class 8 contains 63784 members 
Mstep: Class 9 contains 10070 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 8344 members 
Mstep: Class 12 contains 11577 members 
Mstep: Class 13 contains 120976 members 
Mstep: Class 14 contains 54626 members 
Mstep: Class 15 contains 127874 members 
Mstep: Class 16 contains 42049 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 10340 members 
Mstep: Class 19 contains 9991 members 
Mstep: Class 20 contains 1649 members 
Mstep: Class 21 contains 1932 members 
Mstep: Class 22 contains 1199 members 
Mstep: Class 23 contains 3338 members 
Mstep: Class 24 contains 1837 members 
Mstep: Class 25 contains 2325 members 
Mstep: Class 26 contains 2891 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 123784 members 
Mstep: Class 29 contains 15763 members 
Mstep: Class 30 contains 1281 members 
Mstep: Class 31 contains 6947 members 
Mstep: Class 32 contains 1580 members 
Mstep: Class 33 contains 3243 members 
Mstep: Class 34 contains 1162 members 
Mstep: Class 35 contains 5664 members 
Mstep: Class 36 contains 3819 members 
Mstep: Class 37 contains 2168 members 
Mstep: Class 38 contains 1721 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2615 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 110347 members 
Mstep: Class 43 contains 4613 members 
Mstep: Class 44 contains 2921 members 
Mstep: Class 45 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449808.000000 Penalty: 100714.671875
Iteration 168Q: 46 clusters Score -8.444981e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59902 members 
Mstep: Class 2 contains 20993 members 
Mstep: Class 3 contains 6151 members 
Mstep: Class 4 contains 18402 members 
Mstep: Class 5 contains 21981 members 
Mstep: Class 6 contains 51358 members 
Mstep: Class 7 contains 6024 members 
Mstep: Class 8 contains 63799 members 
Mstep: Class 9 contains 10068 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 8341 members 
Mstep: Class 12 contains 11771 members 
Mstep: Class 13 contains 120977 members 
Mstep: Class 14 contains 54550 members 
Mstep: Class 15 contains 127884 members 
Mstep: Class 16 contains 42041 members 
Mstep: Class 17 contains 1396 members 
Mstep: Class 18 contains 10339 members 
Mstep: Class 19 contains 9977 members 
Mstep: Class 20 contains 1648 members 
Mstep: Class 21 contains 1933 members 
Mstep: Class 22 contains 1200 members 
Mstep: Class 23 contains 3342 members 
Mstep: Class 24 contains 1837 members 
Mstep: Class 25 contains 2320 members 
Mstep: Class 26 contains 2891 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 123790 members 
Mstep: Class 29 contains 15767 members 
Mstep: Class 30 contains 1281 members 
Mstep: Class 31 contains 6984 members 
Mstep: Class 32 contains 1580 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 1161 members 
Mstep: Class 35 contains 5665 members 
Mstep: Class 36 contains 3817 members 
Mstep: Class 37 contains 2168 members 
Mstep: Class 38 contains 1721 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2613 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 110169 members 
Mstep: Class 43 contains 4645 members 
Mstep: Class 44 contains 2920 members 
Mstep: Class 45 contains 5678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449768.000000 Penalty: 100714.671875
Iteration 169Q: 46 clusters Score -8.444977e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59896 members 
Mstep: Class 2 contains 20992 members 
Mstep: Class 3 contains 6162 members 
Mstep: Class 4 contains 18402 members 
Mstep: Class 5 contains 21983 members 
Mstep: Class 6 contains 51358 members 
Mstep: Class 7 contains 5999 members 
Mstep: Class 8 contains 63826 members 
Mstep: Class 9 contains 10070 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 8329 members 
Mstep: Class 12 contains 11929 members 
Mstep: Class 13 contains 120958 members 
Mstep: Class 14 contains 54486 members 
Mstep: Class 15 contains 127887 members 
Mstep: Class 16 contains 42038 members 
Mstep: Class 17 contains 1396 members 
Mstep: Class 18 contains 10341 members 
Mstep: Class 19 contains 9968 members 
Mstep: Class 20 contains 1649 members 
Mstep: Class 21 contains 1933 members 
Mstep: Class 22 contains 1201 members 
Mstep: Class 23 contains 3345 members 
Mstep: Class 24 contains 1837 members 
Mstep: Class 25 contains 2315 members 
Mstep: Class 26 contains 2891 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 123788 members 
Mstep: Class 29 contains 15769 members 
Mstep: Class 30 contains 1280 members 
Mstep: Class 31 contains 7021 members 
Mstep: Class 32 contains 1580 members 
Mstep: Class 33 contains 3233 members 
Mstep: Class 34 contains 1161 members 
Mstep: Class 35 contains 5670 members 
Mstep: Class 36 contains 3815 members 
Mstep: Class 37 contains 2168 members 
Mstep: Class 38 contains 1721 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2614 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 110036 members 
Mstep: Class 43 contains 4672 members 
Mstep: Class 44 contains 2922 members 
Mstep: Class 45 contains 5680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449888.000000 Penalty: 100714.671875
Iteration 170Q: 46 clusters Score -8.444989e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59889 members 
Mstep: Class 2 contains 20990 members 
Mstep: Class 3 contains 6171 members 
Mstep: Class 4 contains 18402 members 
Mstep: Class 5 contains 21976 members 
Mstep: Class 6 contains 51358 members 
Mstep: Class 7 contains 5966 members 
Mstep: Class 8 contains 63835 members 
Mstep: Class 9 contains 10072 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 8319 members 
Mstep: Class 12 contains 12070 members 
Mstep: Class 13 contains 120948 members 
Mstep: Class 14 contains 54444 members 
Mstep: Class 15 contains 127901 members 
Mstep: Class 16 contains 42033 members 
Mstep: Class 17 contains 1397 members 
Mstep: Class 18 contains 10339 members 
Mstep: Class 19 contains 9958 members 
Mstep: Class 20 contains 1649 members 
Mstep: Class 21 contains 1933 members 
Mstep: Class 22 contains 1203 members 
Mstep: Class 23 contains 3349 members 
Mstep: Class 24 contains 1838 members 
Mstep: Class 25 contains 2314 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 123786 members 
Mstep: Class 29 contains 15772 members 
Mstep: Class 30 contains 1280 members 
Mstep: Class 31 contains 7066 members 
Mstep: Class 32 contains 1580 members 
Mstep: Class 33 contains 3234 members 
Mstep: Class 34 contains 1161 members 
Mstep: Class 35 contains 5675 members 
Mstep: Class 36 contains 3811 members 
Mstep: Class 37 contains 2168 members 
Mstep: Class 38 contains 1721 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2614 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 109917 members 
Mstep: Class 43 contains 4685 members 
Mstep: Class 44 contains 2922 members 
Mstep: Class 45 contains 5683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449784.000000 Penalty: 100714.671875
Iteration 171Q: 46 clusters Score -8.444978e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59885 members 
Mstep: Class 2 contains 20994 members 
Mstep: Class 3 contains 6182 members 
Mstep: Class 4 contains 18402 members 
Mstep: Class 5 contains 21966 members 
Mstep: Class 6 contains 51358 members 
Mstep: Class 7 contains 5936 members 
Mstep: Class 8 contains 63844 members 
Mstep: Class 9 contains 10074 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 8310 members 
Mstep: Class 12 contains 12179 members 
Mstep: Class 13 contains 120927 members 
Mstep: Class 14 contains 54414 members 
Mstep: Class 15 contains 127912 members 
Mstep: Class 16 contains 42034 members 
Mstep: Class 17 contains 1396 members 
Mstep: Class 18 contains 10334 members 
Mstep: Class 19 contains 9949 members 
Mstep: Class 20 contains 1650 members 
Mstep: Class 21 contains 1933 members 
Mstep: Class 22 contains 1206 members 
Mstep: Class 23 contains 3350 members 
Mstep: Class 24 contains 1838 members 
Mstep: Class 25 contains 2309 members 
Mstep: Class 26 contains 2891 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 123783 members 
Mstep: Class 29 contains 15776 members 
Mstep: Class 30 contains 1280 members 
Mstep: Class 31 contains 7100 members 
Mstep: Class 32 contains 1580 members 
Mstep: Class 33 contains 3236 members 
Mstep: Class 34 contains 1161 members 
Mstep: Class 35 contains 5684 members 
Mstep: Class 36 contains 3808 members 
Mstep: Class 37 contains 2168 members 
Mstep: Class 38 contains 1721 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2614 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 109834 members 
Mstep: Class 43 contains 4700 members 
Mstep: Class 44 contains 2920 members 
Mstep: Class 45 contains 5683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449840.000000 Penalty: 100714.671875
Iteration 172Q: 46 clusters Score -8.444984e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59887 members 
Mstep: Class 2 contains 20988 members 
Mstep: Class 3 contains 6194 members 
Mstep: Class 4 contains 18402 members 
Mstep: Class 5 contains 21958 members 
Mstep: Class 6 contains 51358 members 
Mstep: Class 7 contains 5903 members 
Mstep: Class 8 contains 63855 members 
Mstep: Class 9 contains 10077 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 8298 members 
Mstep: Class 12 contains 12279 members 
Mstep: Class 13 contains 120909 members 
Mstep: Class 14 contains 54386 members 
Mstep: Class 15 contains 127911 members 
Mstep: Class 16 contains 42029 members 
Mstep: Class 17 contains 1396 members 
Mstep: Class 18 contains 10326 members 
Mstep: Class 19 contains 9933 members 
Mstep: Class 20 contains 1652 members 
Mstep: Class 21 contains 1933 members 
Mstep: Class 22 contains 1206 members 
Mstep: Class 23 contains 3351 members 
Mstep: Class 24 contains 1838 members 
Mstep: Class 25 contains 2306 members 
Mstep: Class 26 contains 2891 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 123781 members 
Mstep: Class 29 contains 15781 members 
Mstep: Class 30 contains 1281 members 
Mstep: Class 31 contains 7150 members 
Mstep: Class 32 contains 1580 members 
Mstep: Class 33 contains 3233 members 
Mstep: Class 34 contains 1161 members 
Mstep: Class 35 contains 5692 members 
Mstep: Class 36 contains 3804 members 
Mstep: Class 37 contains 2168 members 
Mstep: Class 38 contains 1721 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2613 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 109758 members 
Mstep: Class 43 contains 4726 members 
Mstep: Class 44 contains 2920 members 
Mstep: Class 45 contains 5686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449800.000000 Penalty: 100714.671875
Iteration 173Q: 46 clusters Score -8.44498e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59888 members 
Mstep: Class 2 contains 20985 members 
Mstep: Class 3 contains 6200 members 
Mstep: Class 4 contains 18402 members 
Mstep: Class 5 contains 21951 members 
Mstep: Class 6 contains 51358 members 
Mstep: Class 7 contains 5866 members 
Mstep: Class 8 contains 63877 members 
Mstep: Class 9 contains 10076 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 8293 members 
Mstep: Class 12 contains 12362 members 
Mstep: Class 13 contains 120902 members 
Mstep: Class 14 contains 54347 members 
Mstep: Class 15 contains 127908 members 
Mstep: Class 16 contains 42025 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 10324 members 
Mstep: Class 19 contains 9921 members 
Mstep: Class 20 contains 1655 members 
Mstep: Class 21 contains 1933 members 
Mstep: Class 22 contains 1207 members 
Mstep: Class 23 contains 3351 members 
Mstep: Class 24 contains 1840 members 
Mstep: Class 25 contains 2303 members 
Mstep: Class 26 contains 2891 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 123779 members 
Mstep: Class 29 contains 15785 members 
Mstep: Class 30 contains 1281 members 
Mstep: Class 31 contains 7203 members 
Mstep: Class 32 contains 1580 members 
Mstep: Class 33 contains 3230 members 
Mstep: Class 34 contains 1161 members 
Mstep: Class 35 contains 5694 members 
Mstep: Class 36 contains 3795 members 
Mstep: Class 37 contains 2167 members 
Mstep: Class 38 contains 1721 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2613 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 109698 members 
Mstep: Class 43 contains 4750 members 
Mstep: Class 44 contains 2920 members 
Mstep: Class 45 contains 5685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449872.000000 Penalty: 100714.671875
Iteration 174Q: 46 clusters Score -8.444987e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59886 members 
Mstep: Class 2 contains 20987 members 
Mstep: Class 3 contains 6206 members 
Mstep: Class 4 contains 18402 members 
Mstep: Class 5 contains 21950 members 
Mstep: Class 6 contains 51358 members 
Mstep: Class 7 contains 5839 members 
Mstep: Class 8 contains 63882 members 
Mstep: Class 9 contains 10079 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 8289 members 
Mstep: Class 12 contains 12440 members 
Mstep: Class 13 contains 120895 members 
Mstep: Class 14 contains 54313 members 
Mstep: Class 15 contains 127910 members 
Mstep: Class 16 contains 42020 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 10326 members 
Mstep: Class 19 contains 9911 members 
Mstep: Class 20 contains 1659 members 
Mstep: Class 21 contains 1933 members 
Mstep: Class 22 contains 1207 members 
Mstep: Class 23 contains 3351 members 
Mstep: Class 24 contains 1840 members 
Mstep: Class 25 contains 2301 members 
Mstep: Class 26 contains 2891 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 123779 members 
Mstep: Class 29 contains 15784 members 
Mstep: Class 30 contains 1280 members 
Mstep: Class 31 contains 7251 members 
Mstep: Class 32 contains 1580 members 
Mstep: Class 33 contains 3229 members 
Mstep: Class 34 contains 1161 members 
Mstep: Class 35 contains 5695 members 
Mstep: Class 36 contains 3782 members 
Mstep: Class 37 contains 2168 members 
Mstep: Class 38 contains 1721 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2613 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 109633 members 
Mstep: Class 43 contains 4772 members 
Mstep: Class 44 contains 2920 members 
Mstep: Class 45 contains 5683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449912.000000 Penalty: 100714.671875
Iteration 175Q: 46 clusters Score -8.444991e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59887 members 
Mstep: Class 2 contains 20985 members 
Mstep: Class 3 contains 6212 members 
Mstep: Class 4 contains 18402 members 
Mstep: Class 5 contains 21948 members 
Mstep: Class 6 contains 51358 members 
Mstep: Class 7 contains 5810 members 
Mstep: Class 8 contains 63882 members 
Mstep: Class 9 contains 10081 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 8285 members 
Mstep: Class 12 contains 12508 members 
Mstep: Class 13 contains 120891 members 
Mstep: Class 14 contains 54289 members 
Mstep: Class 15 contains 127903 members 
Mstep: Class 16 contains 42020 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 10325 members 
Mstep: Class 19 contains 9901 members 
Mstep: Class 20 contains 1662 members 
Mstep: Class 21 contains 1933 members 
Mstep: Class 22 contains 1207 members 
Mstep: Class 23 contains 3352 members 
Mstep: Class 24 contains 1840 members 
Mstep: Class 25 contains 2298 members 
Mstep: Class 26 contains 2890 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 123778 members 
Mstep: Class 29 contains 15784 members 
Mstep: Class 30 contains 1279 members 
Mstep: Class 31 contains 7292 members 
Mstep: Class 32 contains 1580 members 
Mstep: Class 33 contains 3229 members 
Mstep: Class 34 contains 1161 members 
Mstep: Class 35 contains 5697 members 
Mstep: Class 36 contains 3775 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1721 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2612 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 109587 members 
Mstep: Class 43 contains 4789 members 
Mstep: Class 44 contains 2920 members 
Mstep: Class 45 contains 5684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449984.000000 Penalty: 100714.671875
Iteration 176Q: 46 clusters Score -8.444998e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59888 members 
Mstep: Class 2 contains 20985 members 
Mstep: Class 3 contains 6213 members 
Mstep: Class 4 contains 18402 members 
Mstep: Class 5 contains 21944 members 
Mstep: Class 6 contains 51358 members 
Mstep: Class 7 contains 5794 members 
Mstep: Class 8 contains 63878 members 
Mstep: Class 9 contains 10081 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 8282 members 
Mstep: Class 12 contains 12574 members 
Mstep: Class 13 contains 120884 members 
Mstep: Class 14 contains 54273 members 
Mstep: Class 15 contains 127906 members 
Mstep: Class 16 contains 42023 members 
Mstep: Class 17 contains 1396 members 
Mstep: Class 18 contains 10328 members 
Mstep: Class 19 contains 9888 members 
Mstep: Class 20 contains 1663 members 
Mstep: Class 21 contains 1933 members 
Mstep: Class 22 contains 1207 members 
Mstep: Class 23 contains 3353 members 
Mstep: Class 24 contains 1841 members 
Mstep: Class 25 contains 2297 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 123780 members 
Mstep: Class 29 contains 15785 members 
Mstep: Class 30 contains 1280 members 
Mstep: Class 31 contains 7326 members 
Mstep: Class 32 contains 1580 members 
Mstep: Class 33 contains 3229 members 
Mstep: Class 34 contains 1161 members 
Mstep: Class 35 contains 5695 members 
Mstep: Class 36 contains 3764 members 
Mstep: Class 37 contains 2170 members 
Mstep: Class 38 contains 1721 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2611 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 109525 members 
Mstep: Class 43 contains 4809 members 
Mstep: Class 44 contains 2920 members 
Mstep: Class 45 contains 5685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449992.000000 Penalty: 100714.671875
Iteration 177Q: 46 clusters Score -8.444999e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59888 members 
Mstep: Class 2 contains 20983 members 
Mstep: Class 3 contains 6215 members 
Mstep: Class 4 contains 18402 members 
Mstep: Class 5 contains 21940 members 
Mstep: Class 6 contains 51358 members 
Mstep: Class 7 contains 5783 members 
Mstep: Class 8 contains 63871 members 
Mstep: Class 9 contains 10081 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 8282 members 
Mstep: Class 12 contains 12630 members 
Mstep: Class 13 contains 120880 members 
Mstep: Class 14 contains 54260 members 
Mstep: Class 15 contains 127905 members 
Mstep: Class 16 contains 42021 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 10328 members 
Mstep: Class 19 contains 9876 members 
Mstep: Class 20 contains 1662 members 
Mstep: Class 21 contains 1933 members 
Mstep: Class 22 contains 1206 members 
Mstep: Class 23 contains 3355 members 
Mstep: Class 24 contains 1842 members 
Mstep: Class 25 contains 2296 members 
Mstep: Class 26 contains 2890 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 123786 members 
Mstep: Class 29 contains 15786 members 
Mstep: Class 30 contains 1280 members 
Mstep: Class 31 contains 7362 members 
Mstep: Class 32 contains 1580 members 
Mstep: Class 33 contains 3229 members 
Mstep: Class 34 contains 1161 members 
Mstep: Class 35 contains 5696 members 
Mstep: Class 36 contains 3755 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1721 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2612 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 109470 members 
Mstep: Class 43 contains 4825 members 
Mstep: Class 44 contains 2920 members 
Mstep: Class 45 contains 5687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449888.000000 Penalty: 100714.671875
Iteration 178Q: 46 clusters Score -8.444989e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59889 members 
Mstep: Class 2 contains 20981 members 
Mstep: Class 3 contains 6221 members 
Mstep: Class 4 contains 18402 members 
Mstep: Class 5 contains 21942 members 
Mstep: Class 6 contains 51358 members 
Mstep: Class 7 contains 5767 members 
Mstep: Class 8 contains 63869 members 
Mstep: Class 9 contains 10083 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 8279 members 
Mstep: Class 12 contains 12673 members 
Mstep: Class 13 contains 120877 members 
Mstep: Class 14 contains 54251 members 
Mstep: Class 15 contains 127905 members 
Mstep: Class 16 contains 42020 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 10329 members 
Mstep: Class 19 contains 9857 members 
Mstep: Class 20 contains 1662 members 
Mstep: Class 21 contains 1933 members 
Mstep: Class 22 contains 1205 members 
Mstep: Class 23 contains 3356 members 
Mstep: Class 24 contains 1842 members 
Mstep: Class 25 contains 2296 members 
Mstep: Class 26 contains 2890 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 123787 members 
Mstep: Class 29 contains 15784 members 
Mstep: Class 30 contains 1281 members 
Mstep: Class 31 contains 7399 members 
Mstep: Class 32 contains 1580 members 
Mstep: Class 33 contains 3229 members 
Mstep: Class 34 contains 1161 members 
Mstep: Class 35 contains 5697 members 
Mstep: Class 36 contains 3754 members 
Mstep: Class 37 contains 2167 members 
Mstep: Class 38 contains 1721 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2614 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 109420 members 
Mstep: Class 43 contains 4837 members 
Mstep: Class 44 contains 2920 members 
Mstep: Class 45 contains 5688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449848.000000 Penalty: 100714.671875
Iteration 179Q: 46 clusters Score -8.444985e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59891 members 
Mstep: Class 2 contains 20984 members 
Mstep: Class 3 contains 6227 members 
Mstep: Class 4 contains 18402 members 
Mstep: Class 5 contains 21944 members 
Mstep: Class 6 contains 51358 members 
Mstep: Class 7 contains 5755 members 
Mstep: Class 8 contains 63861 members 
Mstep: Class 9 contains 10081 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 8276 members 
Mstep: Class 12 contains 12710 members 
Mstep: Class 13 contains 120873 members 
Mstep: Class 14 contains 54244 members 
Mstep: Class 15 contains 127908 members 
Mstep: Class 16 contains 42018 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 10330 members 
Mstep: Class 19 contains 9843 members 
Mstep: Class 20 contains 1662 members 
Mstep: Class 21 contains 1933 members 
Mstep: Class 22 contains 1205 members 
Mstep: Class 23 contains 3359 members 
Mstep: Class 24 contains 1842 members 
Mstep: Class 25 contains 2295 members 
Mstep: Class 26 contains 2890 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 123788 members 
Mstep: Class 29 contains 15785 members 
Mstep: Class 30 contains 1281 members 
Mstep: Class 31 contains 7423 members 
Mstep: Class 32 contains 1580 members 
Mstep: Class 33 contains 3229 members 
Mstep: Class 34 contains 1161 members 
Mstep: Class 35 contains 5696 members 
Mstep: Class 36 contains 3753 members 
Mstep: Class 37 contains 2167 members 
Mstep: Class 38 contains 1721 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2614 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 109382 members 
Mstep: Class 43 contains 4845 members 
Mstep: Class 44 contains 2922 members 
Mstep: Class 45 contains 5688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449944.000000 Penalty: 100714.671875
Iteration 180F: 46 clusters Score -8.444994e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59889 members 
Mstep: Class 2 contains 20985 members 
Mstep: Class 3 contains 6234 members 
Mstep: Class 4 contains 18402 members 
Mstep: Class 5 contains 21940 members 
Mstep: Class 6 contains 51358 members 
Mstep: Class 7 contains 5742 members 
Mstep: Class 8 contains 63857 members 
Mstep: Class 9 contains 10081 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 8274 members 
Mstep: Class 12 contains 12747 members 
Mstep: Class 13 contains 120865 members 
Mstep: Class 14 contains 54244 members 
Mstep: Class 15 contains 127907 members 
Mstep: Class 16 contains 42018 members 
Mstep: Class 17 contains 1408 members 
Mstep: Class 18 contains 10329 members 
Mstep: Class 19 contains 9837 members 
Mstep: Class 20 contains 1661 members 
Mstep: Class 21 contains 1933 members 
Mstep: Class 22 contains 1205 members 
Mstep: Class 23 contains 3361 members 
Mstep: Class 24 contains 1836 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2891 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 123787 members 
Mstep: Class 29 contains 15784 members 
Mstep: Class 30 contains 1280 members 
Mstep: Class 31 contains 7446 members 
Mstep: Class 32 contains 1580 members 
Mstep: Class 33 contains 3225 members 
Mstep: Class 34 contains 1161 members 
Mstep: Class 35 contains 5696 members 
Mstep: Class 36 contains 3750 members 
Mstep: Class 37 contains 2167 members 
Mstep: Class 38 contains 1721 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2613 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 109346 members 
Mstep: Class 43 contains 4855 members 
Mstep: Class 44 contains 2923 members 
Mstep: Class 45 contains 5688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449960.000000 Penalty: 100714.671875
Iteration 181Q: 46 clusters Score -8.444996e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59887 members 
Mstep: Class 2 contains 20988 members 
Mstep: Class 3 contains 6240 members 
Mstep: Class 4 contains 18401 members 
Mstep: Class 5 contains 21939 members 
Mstep: Class 6 contains 51358 members 
Mstep: Class 7 contains 5733 members 
Mstep: Class 8 contains 63852 members 
Mstep: Class 9 contains 10082 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 8273 members 
Mstep: Class 12 contains 12773 members 
Mstep: Class 13 contains 120865 members 
Mstep: Class 14 contains 54241 members 
Mstep: Class 15 contains 127909 members 
Mstep: Class 16 contains 42018 members 
Mstep: Class 17 contains 1413 members 
Mstep: Class 18 contains 10329 members 
Mstep: Class 19 contains 9835 members 
Mstep: Class 20 contains 1660 members 
Mstep: Class 21 contains 1933 members 
Mstep: Class 22 contains 1206 members 
Mstep: Class 23 contains 3362 members 
Mstep: Class 24 contains 1832 members 
Mstep: Class 25 contains 2295 members 
Mstep: Class 26 contains 2891 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 123792 members 
Mstep: Class 29 contains 15785 members 
Mstep: Class 30 contains 1279 members 
Mstep: Class 31 contains 7460 members 
Mstep: Class 32 contains 1581 members 
Mstep: Class 33 contains 3222 members 
Mstep: Class 34 contains 1161 members 
Mstep: Class 35 contains 5696 members 
Mstep: Class 36 contains 3751 members 
Mstep: Class 37 contains 2167 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2609 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 109305 members 
Mstep: Class 43 contains 4865 members 
Mstep: Class 44 contains 2922 members 
Mstep: Class 45 contains 5688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449960.000000 Penalty: 100714.671875
Iteration 182Q: 46 clusters Score -8.444996e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59887 members 
Mstep: Class 2 contains 20990 members 
Mstep: Class 3 contains 6245 members 
Mstep: Class 4 contains 18402 members 
Mstep: Class 5 contains 21943 members 
Mstep: Class 6 contains 51357 members 
Mstep: Class 7 contains 5716 members 
Mstep: Class 8 contains 63855 members 
Mstep: Class 9 contains 10083 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 8271 members 
Mstep: Class 12 contains 12790 members 
Mstep: Class 13 contains 120859 members 
Mstep: Class 14 contains 54232 members 
Mstep: Class 15 contains 127908 members 
Mstep: Class 16 contains 42019 members 
Mstep: Class 17 contains 1418 members 
Mstep: Class 18 contains 10329 members 
Mstep: Class 19 contains 9837 members 
Mstep: Class 20 contains 1659 members 
Mstep: Class 21 contains 1933 members 
Mstep: Class 22 contains 1206 members 
Mstep: Class 23 contains 3363 members 
Mstep: Class 24 contains 1830 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2891 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 123796 members 
Mstep: Class 29 contains 15785 members 
Mstep: Class 30 contains 1279 members 
Mstep: Class 31 contains 7480 members 
Mstep: Class 32 contains 1582 members 
Mstep: Class 33 contains 3219 members 
Mstep: Class 34 contains 1161 members 
Mstep: Class 35 contains 5696 members 
Mstep: Class 36 contains 3748 members 
Mstep: Class 37 contains 2167 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2605 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 109281 members 
Mstep: Class 43 contains 4871 members 
Mstep: Class 44 contains 2922 members 
Mstep: Class 45 contains 5689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450016.000000 Penalty: 100714.671875
Iteration 183Q: 46 clusters Score -8.445002e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59888 members 
Mstep: Class 2 contains 20990 members 
Mstep: Class 3 contains 6249 members 
Mstep: Class 4 contains 18403 members 
Mstep: Class 5 contains 21943 members 
Mstep: Class 6 contains 51356 members 
Mstep: Class 7 contains 5700 members 
Mstep: Class 8 contains 63860 members 
Mstep: Class 9 contains 10084 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 8269 members 
Mstep: Class 12 contains 12798 members 
Mstep: Class 13 contains 120852 members 
Mstep: Class 14 contains 54223 members 
Mstep: Class 15 contains 127911 members 
Mstep: Class 16 contains 42019 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 10329 members 
Mstep: Class 19 contains 9837 members 
Mstep: Class 20 contains 1659 members 
Mstep: Class 21 contains 1935 members 
Mstep: Class 22 contains 1207 members 
Mstep: Class 23 contains 3363 members 
Mstep: Class 24 contains 1829 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2891 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 123794 members 
Mstep: Class 29 contains 15785 members 
Mstep: Class 30 contains 1278 members 
Mstep: Class 31 contains 7500 members 
Mstep: Class 32 contains 1582 members 
Mstep: Class 33 contains 3217 members 
Mstep: Class 34 contains 1161 members 
Mstep: Class 35 contains 5696 members 
Mstep: Class 36 contains 3747 members 
Mstep: Class 37 contains 2167 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2608 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 109263 members 
Mstep: Class 43 contains 4874 members 
Mstep: Class 44 contains 2922 members 
Mstep: Class 45 contains 5691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450000.000000 Penalty: 100714.671875
Iteration 184Q: 46 clusters Score -8.445e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59889 members 
Mstep: Class 2 contains 20982 members 
Mstep: Class 3 contains 6254 members 
Mstep: Class 4 contains 18404 members 
Mstep: Class 5 contains 21941 members 
Mstep: Class 6 contains 51355 members 
Mstep: Class 7 contains 5687 members 
Mstep: Class 8 contains 63865 members 
Mstep: Class 9 contains 10082 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 8269 members 
Mstep: Class 12 contains 12808 members 
Mstep: Class 13 contains 120849 members 
Mstep: Class 14 contains 54218 members 
Mstep: Class 15 contains 127912 members 
Mstep: Class 16 contains 42020 members 
Mstep: Class 17 contains 1426 members 
Mstep: Class 18 contains 10329 members 
Mstep: Class 19 contains 9842 members 
Mstep: Class 20 contains 1659 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 1206 members 
Mstep: Class 23 contains 3364 members 
Mstep: Class 24 contains 1831 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2891 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 123792 members 
Mstep: Class 29 contains 15786 members 
Mstep: Class 30 contains 1275 members 
Mstep: Class 31 contains 7514 members 
Mstep: Class 32 contains 1582 members 
Mstep: Class 33 contains 3217 members 
Mstep: Class 34 contains 1161 members 
Mstep: Class 35 contains 5697 members 
Mstep: Class 36 contains 3749 members 
Mstep: Class 37 contains 2167 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2609 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 109241 members 
Mstep: Class 43 contains 4880 members 
Mstep: Class 44 contains 2922 members 
Mstep: Class 45 contains 5692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450008.000000 Penalty: 100714.671875
Iteration 185Q: 46 clusters Score -8.445001e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59889 members 
Mstep: Class 2 contains 20975 members 
Mstep: Class 3 contains 6259 members 
Mstep: Class 4 contains 18405 members 
Mstep: Class 5 contains 21940 members 
Mstep: Class 6 contains 51353 members 
Mstep: Class 7 contains 5671 members 
Mstep: Class 8 contains 63873 members 
Mstep: Class 9 contains 10083 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8269 members 
Mstep: Class 12 contains 12815 members 
Mstep: Class 13 contains 120849 members 
Mstep: Class 14 contains 54213 members 
Mstep: Class 15 contains 127909 members 
Mstep: Class 16 contains 42020 members 
Mstep: Class 17 contains 1425 members 
Mstep: Class 18 contains 10329 members 
Mstep: Class 19 contains 9843 members 
Mstep: Class 20 contains 1659 members 
Mstep: Class 21 contains 1939 members 
Mstep: Class 22 contains 1205 members 
Mstep: Class 23 contains 3365 members 
Mstep: Class 24 contains 1831 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2890 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 123789 members 
Mstep: Class 29 contains 15787 members 
Mstep: Class 30 contains 1274 members 
Mstep: Class 31 contains 7533 members 
Mstep: Class 32 contains 1582 members 
Mstep: Class 33 contains 3217 members 
Mstep: Class 34 contains 1161 members 
Mstep: Class 35 contains 5698 members 
Mstep: Class 36 contains 3749 members 
Mstep: Class 37 contains 2168 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2609 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 109228 members 
Mstep: Class 43 contains 4884 members 
Mstep: Class 44 contains 2923 members 
Mstep: Class 45 contains 5692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449976.000000 Penalty: 100714.671875
Iteration 186Q: 46 clusters Score -8.444998e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59890 members 
Mstep: Class 2 contains 20976 members 
Mstep: Class 3 contains 6265 members 
Mstep: Class 4 contains 18409 members 
Mstep: Class 5 contains 21935 members 
Mstep: Class 6 contains 51349 members 
Mstep: Class 7 contains 5660 members 
Mstep: Class 8 contains 63875 members 
Mstep: Class 9 contains 10082 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8269 members 
Mstep: Class 12 contains 12823 members 
Mstep: Class 13 contains 120848 members 
Mstep: Class 14 contains 54208 members 
Mstep: Class 15 contains 127904 members 
Mstep: Class 16 contains 42019 members 
Mstep: Class 17 contains 1428 members 
Mstep: Class 18 contains 10329 members 
Mstep: Class 19 contains 9843 members 
Mstep: Class 20 contains 1659 members 
Mstep: Class 21 contains 1940 members 
Mstep: Class 22 contains 1205 members 
Mstep: Class 23 contains 3366 members 
Mstep: Class 24 contains 1833 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2891 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 123784 members 
Mstep: Class 29 contains 15788 members 
Mstep: Class 30 contains 1271 members 
Mstep: Class 31 contains 7547 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3217 members 
Mstep: Class 34 contains 1161 members 
Mstep: Class 35 contains 5699 members 
Mstep: Class 36 contains 3748 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2609 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 109219 members 
Mstep: Class 43 contains 4888 members 
Mstep: Class 44 contains 2923 members 
Mstep: Class 45 contains 5691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449936.000000 Penalty: 100714.671875
Iteration 187Q: 46 clusters Score -8.444994e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59889 members 
Mstep: Class 2 contains 20975 members 
Mstep: Class 3 contains 6272 members 
Mstep: Class 4 contains 18410 members 
Mstep: Class 5 contains 21932 members 
Mstep: Class 6 contains 51347 members 
Mstep: Class 7 contains 5652 members 
Mstep: Class 8 contains 63877 members 
Mstep: Class 9 contains 10082 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8269 members 
Mstep: Class 12 contains 12833 members 
Mstep: Class 13 contains 120847 members 
Mstep: Class 14 contains 54204 members 
Mstep: Class 15 contains 127906 members 
Mstep: Class 16 contains 42019 members 
Mstep: Class 17 contains 1428 members 
Mstep: Class 18 contains 10329 members 
Mstep: Class 19 contains 9835 members 
Mstep: Class 20 contains 1659 members 
Mstep: Class 21 contains 1943 members 
Mstep: Class 22 contains 1205 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 1835 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 123784 members 
Mstep: Class 29 contains 15788 members 
Mstep: Class 30 contains 1271 members 
Mstep: Class 31 contains 7567 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3217 members 
Mstep: Class 34 contains 1161 members 
Mstep: Class 35 contains 5699 members 
Mstep: Class 36 contains 3745 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 109201 members 
Mstep: Class 43 contains 4889 members 
Mstep: Class 44 contains 2923 members 
Mstep: Class 45 contains 5688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449896.000000 Penalty: 100714.671875
Iteration 188Q: 46 clusters Score -8.44499e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59887 members 
Mstep: Class 2 contains 20976 members 
Mstep: Class 3 contains 6280 members 
Mstep: Class 4 contains 18412 members 
Mstep: Class 5 contains 21928 members 
Mstep: Class 6 contains 51345 members 
Mstep: Class 7 contains 5642 members 
Mstep: Class 8 contains 63881 members 
Mstep: Class 9 contains 10085 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8267 members 
Mstep: Class 12 contains 12843 members 
Mstep: Class 13 contains 120847 members 
Mstep: Class 14 contains 54200 members 
Mstep: Class 15 contains 127904 members 
Mstep: Class 16 contains 42020 members 
Mstep: Class 17 contains 1427 members 
Mstep: Class 18 contains 10329 members 
Mstep: Class 19 contains 9824 members 
Mstep: Class 20 contains 1659 members 
Mstep: Class 21 contains 1945 members 
Mstep: Class 22 contains 1205 members 
Mstep: Class 23 contains 3370 members 
Mstep: Class 24 contains 1834 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 123783 members 
Mstep: Class 29 contains 15788 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 7590 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3216 members 
Mstep: Class 34 contains 1160 members 
Mstep: Class 35 contains 5699 members 
Mstep: Class 36 contains 3741 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 109191 members 
Mstep: Class 43 contains 4887 members 
Mstep: Class 44 contains 2923 members 
Mstep: Class 45 contains 5687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449952.000000 Penalty: 100714.671875
Iteration 189Q: 46 clusters Score -8.444995e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59887 members 
Mstep: Class 2 contains 20977 members 
Mstep: Class 3 contains 6289 members 
Mstep: Class 4 contains 18413 members 
Mstep: Class 5 contains 21925 members 
Mstep: Class 6 contains 51344 members 
Mstep: Class 7 contains 5631 members 
Mstep: Class 8 contains 63880 members 
Mstep: Class 9 contains 10088 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8266 members 
Mstep: Class 12 contains 12851 members 
Mstep: Class 13 contains 120846 members 
Mstep: Class 14 contains 54195 members 
Mstep: Class 15 contains 127906 members 
Mstep: Class 16 contains 42019 members 
Mstep: Class 17 contains 1425 members 
Mstep: Class 18 contains 10328 members 
Mstep: Class 19 contains 9815 members 
Mstep: Class 20 contains 1659 members 
Mstep: Class 21 contains 1947 members 
Mstep: Class 22 contains 1205 members 
Mstep: Class 23 contains 3369 members 
Mstep: Class 24 contains 1834 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 123784 members 
Mstep: Class 29 contains 15787 members 
Mstep: Class 30 contains 1276 members 
Mstep: Class 31 contains 7614 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3215 members 
Mstep: Class 34 contains 1159 members 
Mstep: Class 35 contains 5698 members 
Mstep: Class 36 contains 3739 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 109173 members 
Mstep: Class 43 contains 4894 members 
Mstep: Class 44 contains 2923 members 
Mstep: Class 45 contains 5687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449904.000000 Penalty: 100714.671875
Iteration 190Q: 46 clusters Score -8.44499e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59887 members 
Mstep: Class 2 contains 20981 members 
Mstep: Class 3 contains 6297 members 
Mstep: Class 4 contains 18416 members 
Mstep: Class 5 contains 21922 members 
Mstep: Class 6 contains 51342 members 
Mstep: Class 7 contains 5619 members 
Mstep: Class 8 contains 63877 members 
Mstep: Class 9 contains 10087 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8266 members 
Mstep: Class 12 contains 12860 members 
Mstep: Class 13 contains 120845 members 
Mstep: Class 14 contains 54183 members 
Mstep: Class 15 contains 127905 members 
Mstep: Class 16 contains 42019 members 
Mstep: Class 17 contains 1425 members 
Mstep: Class 18 contains 10327 members 
Mstep: Class 19 contains 9812 members 
Mstep: Class 20 contains 1659 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1205 members 
Mstep: Class 23 contains 3369 members 
Mstep: Class 24 contains 1833 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 123783 members 
Mstep: Class 29 contains 15787 members 
Mstep: Class 30 contains 1276 members 
Mstep: Class 31 contains 7645 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3214 members 
Mstep: Class 34 contains 1159 members 
Mstep: Class 35 contains 5699 members 
Mstep: Class 36 contains 3735 members 
Mstep: Class 37 contains 2167 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 109156 members 
Mstep: Class 43 contains 4899 members 
Mstep: Class 44 contains 2924 members 
Mstep: Class 45 contains 5688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449904.000000 Penalty: 100714.671875
Iteration 191Q: 46 clusters Score -8.44499e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59888 members 
Mstep: Class 2 contains 20983 members 
Mstep: Class 3 contains 6309 members 
Mstep: Class 4 contains 18418 members 
Mstep: Class 5 contains 21920 members 
Mstep: Class 6 contains 51342 members 
Mstep: Class 7 contains 5610 members 
Mstep: Class 8 contains 63876 members 
Mstep: Class 9 contains 10086 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8265 members 
Mstep: Class 12 contains 12864 members 
Mstep: Class 13 contains 120844 members 
Mstep: Class 14 contains 54177 members 
Mstep: Class 15 contains 127906 members 
Mstep: Class 16 contains 42018 members 
Mstep: Class 17 contains 1425 members 
Mstep: Class 18 contains 10327 members 
Mstep: Class 19 contains 9806 members 
Mstep: Class 20 contains 1659 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1203 members 
Mstep: Class 23 contains 3369 members 
Mstep: Class 24 contains 1832 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 123783 members 
Mstep: Class 29 contains 15785 members 
Mstep: Class 30 contains 1275 members 
Mstep: Class 31 contains 7669 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3214 members 
Mstep: Class 34 contains 1159 members 
Mstep: Class 35 contains 5698 members 
Mstep: Class 36 contains 3734 members 
Mstep: Class 37 contains 2167 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 109138 members 
Mstep: Class 43 contains 4905 members 
Mstep: Class 44 contains 2925 members 
Mstep: Class 45 contains 5689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449992.000000 Penalty: 100714.671875
Iteration 192Q: 46 clusters Score -8.444999e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59887 members 
Mstep: Class 2 contains 20984 members 
Mstep: Class 3 contains 6318 members 
Mstep: Class 4 contains 18421 members 
Mstep: Class 5 contains 21913 members 
Mstep: Class 6 contains 51339 members 
Mstep: Class 7 contains 5602 members 
Mstep: Class 8 contains 63878 members 
Mstep: Class 9 contains 10085 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8264 members 
Mstep: Class 12 contains 12871 members 
Mstep: Class 13 contains 120841 members 
Mstep: Class 14 contains 54168 members 
Mstep: Class 15 contains 127907 members 
Mstep: Class 16 contains 42017 members 
Mstep: Class 17 contains 1425 members 
Mstep: Class 18 contains 10327 members 
Mstep: Class 19 contains 9805 members 
Mstep: Class 20 contains 1661 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1202 members 
Mstep: Class 23 contains 3369 members 
Mstep: Class 24 contains 1833 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 123787 members 
Mstep: Class 29 contains 15785 members 
Mstep: Class 30 contains 1274 members 
Mstep: Class 31 contains 7694 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3214 members 
Mstep: Class 34 contains 1159 members 
Mstep: Class 35 contains 5695 members 
Mstep: Class 36 contains 3731 members 
Mstep: Class 37 contains 2167 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 109118 members 
Mstep: Class 43 contains 4911 members 
Mstep: Class 44 contains 2926 members 
Mstep: Class 45 contains 5690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449928.000000 Penalty: 100714.671875
Iteration 193Q: 46 clusters Score -8.444993e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59887 members 
Mstep: Class 2 contains 20986 members 
Mstep: Class 3 contains 6319 members 
Mstep: Class 4 contains 18426 members 
Mstep: Class 5 contains 21910 members 
Mstep: Class 6 contains 51335 members 
Mstep: Class 7 contains 5594 members 
Mstep: Class 8 contains 63876 members 
Mstep: Class 9 contains 10086 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 12878 members 
Mstep: Class 13 contains 120840 members 
Mstep: Class 14 contains 54158 members 
Mstep: Class 15 contains 127911 members 
Mstep: Class 16 contains 42016 members 
Mstep: Class 17 contains 1425 members 
Mstep: Class 18 contains 10327 members 
Mstep: Class 19 contains 9807 members 
Mstep: Class 20 contains 1662 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1201 members 
Mstep: Class 23 contains 3369 members 
Mstep: Class 24 contains 1833 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2894 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 123789 members 
Mstep: Class 29 contains 15784 members 
Mstep: Class 30 contains 1272 members 
Mstep: Class 31 contains 7711 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3214 members 
Mstep: Class 34 contains 1159 members 
Mstep: Class 35 contains 5694 members 
Mstep: Class 36 contains 3728 members 
Mstep: Class 37 contains 2167 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 109105 members 
Mstep: Class 43 contains 4918 members 
Mstep: Class 44 contains 2926 members 
Mstep: Class 45 contains 5691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449936.000000 Penalty: 100714.671875
Iteration 194Q: 46 clusters Score -8.444994e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59887 members 
Mstep: Class 2 contains 20988 members 
Mstep: Class 3 contains 6324 members 
Mstep: Class 4 contains 18428 members 
Mstep: Class 5 contains 21907 members 
Mstep: Class 6 contains 51333 members 
Mstep: Class 7 contains 5576 members 
Mstep: Class 8 contains 63878 members 
Mstep: Class 9 contains 10087 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 12880 members 
Mstep: Class 13 contains 120840 members 
Mstep: Class 14 contains 54152 members 
Mstep: Class 15 contains 127911 members 
Mstep: Class 16 contains 42016 members 
Mstep: Class 17 contains 1425 members 
Mstep: Class 18 contains 10327 members 
Mstep: Class 19 contains 9804 members 
Mstep: Class 20 contains 1662 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1200 members 
Mstep: Class 23 contains 3369 members 
Mstep: Class 24 contains 1833 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2894 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 123790 members 
Mstep: Class 29 contains 15783 members 
Mstep: Class 30 contains 1271 members 
Mstep: Class 31 contains 7738 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3214 members 
Mstep: Class 34 contains 1159 members 
Mstep: Class 35 contains 5693 members 
Mstep: Class 36 contains 3725 members 
Mstep: Class 37 contains 2167 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 109096 members 
Mstep: Class 43 contains 4924 members 
Mstep: Class 44 contains 2926 members 
Mstep: Class 45 contains 5690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450040.000000 Penalty: 100714.671875
Iteration 195Q: 46 clusters Score -8.445004e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59887 members 
Mstep: Class 2 contains 20988 members 
Mstep: Class 3 contains 6325 members 
Mstep: Class 4 contains 18430 members 
Mstep: Class 5 contains 21905 members 
Mstep: Class 6 contains 51331 members 
Mstep: Class 7 contains 5549 members 
Mstep: Class 8 contains 63884 members 
Mstep: Class 9 contains 10086 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 12883 members 
Mstep: Class 13 contains 120840 members 
Mstep: Class 14 contains 54145 members 
Mstep: Class 15 contains 127906 members 
Mstep: Class 16 contains 42015 members 
Mstep: Class 17 contains 1425 members 
Mstep: Class 18 contains 10327 members 
Mstep: Class 19 contains 9803 members 
Mstep: Class 20 contains 1663 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1201 members 
Mstep: Class 23 contains 3371 members 
Mstep: Class 24 contains 1833 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2894 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 123789 members 
Mstep: Class 29 contains 15783 members 
Mstep: Class 30 contains 1271 members 
Mstep: Class 31 contains 7771 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3214 members 
Mstep: Class 34 contains 1159 members 
Mstep: Class 35 contains 5692 members 
Mstep: Class 36 contains 3724 members 
Mstep: Class 37 contains 2168 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 109093 members 
Mstep: Class 43 contains 4926 members 
Mstep: Class 44 contains 2926 members 
Mstep: Class 45 contains 5690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449984.000000 Penalty: 100714.671875
Iteration 196Q: 46 clusters Score -8.444998e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59887 members 
Mstep: Class 2 contains 20989 members 
Mstep: Class 3 contains 6326 members 
Mstep: Class 4 contains 18430 members 
Mstep: Class 5 contains 21907 members 
Mstep: Class 6 contains 51331 members 
Mstep: Class 7 contains 5523 members 
Mstep: Class 8 contains 63889 members 
Mstep: Class 9 contains 10086 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 12885 members 
Mstep: Class 13 contains 120839 members 
Mstep: Class 14 contains 54138 members 
Mstep: Class 15 contains 127909 members 
Mstep: Class 16 contains 42014 members 
Mstep: Class 17 contains 1425 members 
Mstep: Class 18 contains 10327 members 
Mstep: Class 19 contains 9810 members 
Mstep: Class 20 contains 1664 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1202 members 
Mstep: Class 23 contains 3372 members 
Mstep: Class 24 contains 1833 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2895 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 123791 members 
Mstep: Class 29 contains 15781 members 
Mstep: Class 30 contains 1271 members 
Mstep: Class 31 contains 7796 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3214 members 
Mstep: Class 34 contains 1159 members 
Mstep: Class 35 contains 5691 members 
Mstep: Class 36 contains 3722 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 109077 members 
Mstep: Class 43 contains 4929 members 
Mstep: Class 44 contains 2926 members 
Mstep: Class 45 contains 5690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450008.000000 Penalty: 100714.671875
Iteration 197Q: 46 clusters Score -8.445001e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59885 members 
Mstep: Class 2 contains 20988 members 
Mstep: Class 3 contains 6327 members 
Mstep: Class 4 contains 18430 members 
Mstep: Class 5 contains 21907 members 
Mstep: Class 6 contains 51331 members 
Mstep: Class 7 contains 5503 members 
Mstep: Class 8 contains 63896 members 
Mstep: Class 9 contains 10086 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 12888 members 
Mstep: Class 13 contains 120836 members 
Mstep: Class 14 contains 54134 members 
Mstep: Class 15 contains 127908 members 
Mstep: Class 16 contains 42012 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 10327 members 
Mstep: Class 19 contains 9813 members 
Mstep: Class 20 contains 1664 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1201 members 
Mstep: Class 23 contains 3372 members 
Mstep: Class 24 contains 1833 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2896 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 123793 members 
Mstep: Class 29 contains 15781 members 
Mstep: Class 30 contains 1271 members 
Mstep: Class 31 contains 7824 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3214 members 
Mstep: Class 34 contains 1159 members 
Mstep: Class 35 contains 5691 members 
Mstep: Class 36 contains 3721 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 109062 members 
Mstep: Class 43 contains 4935 members 
Mstep: Class 44 contains 2926 members 
Mstep: Class 45 contains 5690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450024.000000 Penalty: 100714.671875
Iteration 198Q: 46 clusters Score -8.445002e+07 nChanged 74
Entering ConstructFrom: 
Score: -84450024.000000 Penalty: 100714.671875
Entering ConstructFrom: 
Trying to split cluster 1 (59884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59884 members 
Entering Unmasked Estep 
Score: -5498914.000000 Penalty: 1787.526855
	Iteration 0F: 2 clusters Score -5498914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -5458997.500000 Penalty: 3575.053711
	Iteration 0F: 3 clusters Score -5458998 nChanged 28086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -5474612.500000 Penalty: 3575.053711
	Iteration 1F: 3 clusters Score -5474612 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -5475029.000000 Penalty: 3575.053711
	Iteration 2Q: 3 clusters Score -5475029 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -5475460.000000 Penalty: 3575.053711
	Iteration 3Q: 3 clusters Score -5475460 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -5476007.000000 Penalty: 3575.053711
	Iteration 4Q: 3 clusters Score -5476007 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -5476837.000000 Penalty: 3575.053711
	Iteration 5Q: 3 clusters Score -5476837 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -5478043.000000 Penalty: 3575.053711
	Iteration 6Q: 3 clusters Score -5478043 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -5480014.500000 Penalty: 3575.053711
	Iteration 7F: 3 clusters Score -5480014 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -5482778.500000 Penalty: 3575.053711
	Iteration 8F: 3 clusters Score -5482778 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47410 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -5486163.000000 Penalty: 3575.053711
	Iteration 9F: 3 clusters Score -5486163 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51597 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -5489739.500000 Penalty: 3575.053711
	Iteration 10F: 3 clusters Score -5489740 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55180 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -5493007.500000 Penalty: 3575.053711
	Iteration 11F: 3 clusters Score -5493008 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57537 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -5495274.000000 Penalty: 3575.053711
	Iteration 12Q: 3 clusters Score -5495274 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58821 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5496481.500000 Penalty: 3575.053711
	Iteration 13Q: 3 clusters Score -5496482 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59351 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5496973.000000 Penalty: 3575.053711
	Iteration 14Q: 3 clusters Score -5496973 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59545 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5497183.500000 Penalty: 3575.053711
	Iteration 15Q: 3 clusters Score -5497184 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5497279.000000 Penalty: 3575.053711
	Iteration 16Q: 3 clusters Score -5497279 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59624 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5497330.500000 Penalty: 3575.053711
	Iteration 17Q: 3 clusters Score -5497330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59635 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -5497358.000000 Penalty: 3575.053711
	Iteration 18Q: 3 clusters Score -5497358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59642 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5497371.500000 Penalty: 3575.053711
	Iteration 19Q: 3 clusters Score -5497372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59650 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5497383.000000 Penalty: 3575.053711
	Iteration 20F: 3 clusters Score -5497383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59652 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5497390.500000 Penalty: 3575.053711
	Iteration 21Q: 3 clusters Score -5497390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59653 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5497394.000000 Penalty: 3575.053711
	Iteration 22Q: 3 clusters Score -5497394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59651 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5497402.500000 Penalty: 3575.053711
	Iteration 23Q: 3 clusters Score -5497402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59652 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5497405.500000 Penalty: 3575.053711
	Iteration 24Q: 3 clusters Score -5497406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59653 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5497407.500000 Penalty: 3575.053711
	Iteration 25Q: 3 clusters Score -5497408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59653 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5497407.500000 Penalty: 3575.053711
	Iteration 26F: 3 clusters Score -5497408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Entering Unmasked Estep 
Score: -1738396.250000 Penalty: 1617.152222
	Iteration 0F: 2 clusters Score -1738396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1724132.875000 Penalty: 3234.304443
	Iteration 0F: 3 clusters Score -1724133 nChanged 9570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1729328.375000 Penalty: 3234.304443
	Iteration 1F: 3 clusters Score -1729328 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1729854.750000 Penalty: 3234.304443
	Iteration 2F: 3 clusters Score -1729855 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1730360.375000 Penalty: 3234.304443
	Iteration 3F: 3 clusters Score -1730360 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1730814.250000 Penalty: 3234.304443
	Iteration 4Q: 3 clusters Score -1730814 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1731199.375000 Penalty: 3234.304443
	Iteration 5Q: 3 clusters Score -1731199 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1731594.500000 Penalty: 3234.304443
	Iteration 6Q: 3 clusters Score -1731594 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1732032.250000 Penalty: 3234.304443
	Iteration 7Q: 3 clusters Score -1732032 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1732495.875000 Penalty: 3234.304443
	Iteration 8Q: 3 clusters Score -1732496 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1732938.875000 Penalty: 3234.304443
	Iteration 9Q: 3 clusters Score -1732939 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1733372.625000 Penalty: 3234.304443
	Iteration 10Q: 3 clusters Score -1733373 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -1733773.500000 Penalty: 3234.304443
	Iteration 11Q: 3 clusters Score -1733774 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -1734225.500000 Penalty: 3234.304443
	Iteration 12Q: 3 clusters Score -1734226 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -1734689.000000 Penalty: 3234.304443
	Iteration 13Q: 3 clusters Score -1734689 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -1735131.125000 Penalty: 3234.304443
	Iteration 14Q: 3 clusters Score -1735131 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -1735578.375000 Penalty: 3234.304443
	Iteration 15Q: 3 clusters Score -1735578 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -1736005.625000 Penalty: 3234.304443
	Iteration 16Q: 3 clusters Score -1736006 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -1736375.250000 Penalty: 3234.304443
	Iteration 17Q: 3 clusters Score -1736375 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -1736676.250000 Penalty: 3234.304443
	Iteration 18Q: 3 clusters Score -1736676 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -1736940.125000 Penalty: 3234.304443
	Iteration 19Q: 3 clusters Score -1736940 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -1737126.875000 Penalty: 3234.304443
	Iteration 20F: 3 clusters Score -1737127 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -1737264.375000 Penalty: 3234.304443
	Iteration 21Q: 3 clusters Score -1737264 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -1737373.875000 Penalty: 3234.304443
	Iteration 22Q: 3 clusters Score -1737374 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -1737473.000000 Penalty: 3234.304443
	Iteration 23Q: 3 clusters Score -1737473 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -1737557.875000 Penalty: 3234.304443
	Iteration 24Q: 3 clusters Score -1737558 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -1737600.375000 Penalty: 3234.304443
	Iteration 25Q: 3 clusters Score -1737600 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -1737626.125000 Penalty: 3234.304443
	Iteration 26Q: 3 clusters Score -1737626 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -1737647.375000 Penalty: 3234.304443
	Iteration 27Q: 3 clusters Score -1737647 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -1737667.500000 Penalty: 3234.304443
	Iteration 28Q: 3 clusters Score -1737668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -1737676.750000 Penalty: 3234.304443
	Iteration 29Q: 3 clusters Score -1737677 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -1737689.375000 Penalty: 3234.304443
	Iteration 30Q: 3 clusters Score -1737689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -1737692.125000 Penalty: 3234.304443
	Iteration 31Q: 3 clusters Score -1737692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -1737696.000000 Penalty: 3234.304443
	Iteration 32Q: 3 clusters Score -1737696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -1737702.875000 Penalty: 3234.304443
	Iteration 33Q: 3 clusters Score -1737703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -1737702.375000 Penalty: 3234.304443
	Iteration 34Q: 3 clusters Score -1737702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -1737706.000000 Penalty: 3234.304443
	Iteration 35Q: 3 clusters Score -1737706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -1737707.000000 Penalty: 3234.304443
	Iteration 36Q: 3 clusters Score -1737707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -1737707.875000 Penalty: 3234.304443
	Iteration 37Q: 3 clusters Score -1737708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -1737711.875000 Penalty: 3234.304443
	Iteration 38Q: 3 clusters Score -1737712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -1737712.750000 Penalty: 3234.304443
	Iteration 39Q: 3 clusters Score -1737713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -1737710.250000 Penalty: 3234.304443
	Iteration 40F: 3 clusters Score -1737710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -1737713.000000 Penalty: 3234.304443
	Iteration 41Q: 3 clusters Score -1737713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -1737716.375000 Penalty: 3234.304443
	Iteration 42Q: 3 clusters Score -1737716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -1737719.000000 Penalty: 3234.304443
	Iteration 43Q: 3 clusters Score -1737719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -1737725.625000 Penalty: 3234.304443
	Iteration 44Q: 3 clusters Score -1737726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -1737726.875000 Penalty: 3234.304443
	Iteration 45Q: 3 clusters Score -1737727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -1737728.625000 Penalty: 3234.304443
	Iteration 46Q: 3 clusters Score -1737729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -1737732.125000 Penalty: 3234.304443
	Iteration 47Q: 3 clusters Score -1737732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -1737733.000000 Penalty: 3234.304443
	Iteration 48Q: 3 clusters Score -1737733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -1737737.625000 Penalty: 3234.304443
	Iteration 49Q: 3 clusters Score -1737738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -1737736.250000 Penalty: 3234.304443
	Iteration 50Q: 3 clusters Score -1737736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -1737740.750000 Penalty: 3234.304443
	Iteration 51Q: 3 clusters Score -1737741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -1737743.250000 Penalty: 3234.304443
	Iteration 52Q: 3 clusters Score -1737743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -1737743.750000 Penalty: 3234.304443
	Iteration 53Q: 3 clusters Score -1737744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -1737744.375000 Penalty: 3234.304443
	Iteration 54Q: 3 clusters Score -1737744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -1737744.750000 Penalty: 3234.304443
	Iteration 55Q: 3 clusters Score -1737745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -1737744.250000 Penalty: 3234.304443
	Iteration 56Q: 3 clusters Score -1737744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -1737744.125000 Penalty: 3234.304443
	Iteration 57Q: 3 clusters Score -1737744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -1737750.000000 Penalty: 3234.304443
	Iteration 58Q: 3 clusters Score -1737750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -1737763.750000 Penalty: 3234.304443
	Iteration 59Q: 3 clusters Score -1737764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -1737770.625000 Penalty: 3234.304443
	Iteration 60F: 3 clusters Score -1737771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -1737775.000000 Penalty: 3234.304443
	Iteration 61Q: 3 clusters Score -1737775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -1737779.125000 Penalty: 3234.304443
	Iteration 62Q: 3 clusters Score -1737779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -1737780.875000 Penalty: 3234.304443
	Iteration 63Q: 3 clusters Score -1737781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -1737782.250000 Penalty: 3234.304443
	Iteration 64Q: 3 clusters Score -1737782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -1737781.625000 Penalty: 3234.304443
	Iteration 65Q: 3 clusters Score -1737782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -1737782.500000 Penalty: 3234.304443
	Iteration 66Q: 3 clusters Score -1737782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -1737782.125000 Penalty: 3234.304443
	Iteration 67Q: 3 clusters Score -1737782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -1737782.625000 Penalty: 3234.304443
	Iteration 68Q: 3 clusters Score -1737783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -1737782.875000 Penalty: 3234.304443
	Iteration 69Q: 3 clusters Score -1737783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -1737782.875000 Penalty: 3234.304443
	Iteration 70F: 3 clusters Score -1737783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Entering Unmasked Estep 
Score: -587625.937500 Penalty: 1422.345825
	Iteration 0F: 2 clusters Score -587625.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -582779.437500 Penalty: 2844.691650
	Iteration 0F: 3 clusters Score -582779.4 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -584197.250000 Penalty: 2844.691650
	Iteration 1F: 3 clusters Score -584197.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -584427.000000 Penalty: 2844.691650
	Iteration 2F: 3 clusters Score -584427 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -584625.000000 Penalty: 2844.691650
	Iteration 3F: 3 clusters Score -584625 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -584782.937500 Penalty: 2844.691650
	Iteration 4Q: 3 clusters Score -584782.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -584929.812500 Penalty: 2844.691650
	Iteration 5Q: 3 clusters Score -584929.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -585067.750000 Penalty: 2844.691650
	Iteration 6Q: 3 clusters Score -585067.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -585170.937500 Penalty: 2844.691650
	Iteration 7Q: 3 clusters Score -585170.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -585267.312500 Penalty: 2844.691650
	Iteration 8Q: 3 clusters Score -585267.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -585371.750000 Penalty: 2844.691650
	Iteration 9Q: 3 clusters Score -585371.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -585473.250000 Penalty: 2844.691650
	Iteration 10Q: 3 clusters Score -585473.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -585587.750000 Penalty: 2844.691650
	Iteration 11Q: 3 clusters Score -585587.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -585688.500000 Penalty: 2844.691650
	Iteration 12Q: 3 clusters Score -585688.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -585773.250000 Penalty: 2844.691650
	Iteration 13Q: 3 clusters Score -585773.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -585825.562500 Penalty: 2844.691650
	Iteration 14Q: 3 clusters Score -585825.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -585865.500000 Penalty: 2844.691650
	Iteration 15Q: 3 clusters Score -585865.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -585905.687500 Penalty: 2844.691650
	Iteration 16Q: 3 clusters Score -585905.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -585943.062500 Penalty: 2844.691650
	Iteration 17Q: 3 clusters Score -585943.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -585967.937500 Penalty: 2844.691650
	Iteration 18Q: 3 clusters Score -585967.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -585984.812500 Penalty: 2844.691650
	Iteration 19Q: 3 clusters Score -585984.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -585997.250000 Penalty: 2844.691650
	Iteration 20F: 3 clusters Score -585997.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -586004.875000 Penalty: 2844.691650
	Iteration 21Q: 3 clusters Score -586004.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -586014.625000 Penalty: 2844.691650
	Iteration 22Q: 3 clusters Score -586014.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -586024.000000 Penalty: 2844.691650
	Iteration 23Q: 3 clusters Score -586024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -586029.250000 Penalty: 2844.691650
	Iteration 24Q: 3 clusters Score -586029.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -586036.625000 Penalty: 2844.691650
	Iteration 25Q: 3 clusters Score -586036.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -586043.750000 Penalty: 2844.691650
	Iteration 26Q: 3 clusters Score -586043.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -586050.687500 Penalty: 2844.691650
	Iteration 27Q: 3 clusters Score -586050.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -586056.437500 Penalty: 2844.691650
	Iteration 28Q: 3 clusters Score -586056.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -586063.625000 Penalty: 2844.691650
	Iteration 29Q: 3 clusters Score -586063.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -586074.062500 Penalty: 2844.691650
	Iteration 30Q: 3 clusters Score -586074.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -586078.687500 Penalty: 2844.691650
	Iteration 31Q: 3 clusters Score -586078.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -586086.250000 Penalty: 2844.691650
	Iteration 32Q: 3 clusters Score -586086.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -586089.312500 Penalty: 2844.691650
	Iteration 33Q: 3 clusters Score -586089.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -586089.625000 Penalty: 2844.691650
	Iteration 34Q: 3 clusters Score -586089.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -586089.375000 Penalty: 2844.691650
	Iteration 35Q: 3 clusters Score -586089.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -586093.937500 Penalty: 2844.691650
	Iteration 36Q: 3 clusters Score -586093.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -586096.000000 Penalty: 2844.691650
	Iteration 37Q: 3 clusters Score -586096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -586102.187500 Penalty: 2844.691650
	Iteration 38Q: 3 clusters Score -586102.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -586107.375000 Penalty: 2844.691650
	Iteration 39Q: 3 clusters Score -586107.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -586112.062500 Penalty: 2844.691650
	Iteration 40F: 3 clusters Score -586112.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -586114.750000 Penalty: 2844.691650
	Iteration 41Q: 3 clusters Score -586114.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -586117.250000 Penalty: 2844.691650
	Iteration 42Q: 3 clusters Score -586117.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -586117.125000 Penalty: 2844.691650
	Iteration 43Q: 3 clusters Score -586117.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -586116.625000 Penalty: 2844.691650
	Iteration 44Q: 3 clusters Score -586116.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -586117.437500 Penalty: 2844.691650
	Iteration 45Q: 3 clusters Score -586117.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -586117.875000 Penalty: 2844.691650
	Iteration 46Q: 3 clusters Score -586117.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -586118.687500 Penalty: 2844.691650
	Iteration 47Q: 3 clusters Score -586118.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -586119.937500 Penalty: 2844.691650
	Iteration 48Q: 3 clusters Score -586119.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -586121.500000 Penalty: 2844.691650
	Iteration 49Q: 3 clusters Score -586121.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -586123.562500 Penalty: 2844.691650
	Iteration 50Q: 3 clusters Score -586123.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -586125.125000 Penalty: 2844.691650
	Iteration 51Q: 3 clusters Score -586125.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -586126.812500 Penalty: 2844.691650
	Iteration 52Q: 3 clusters Score -586126.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -586130.312500 Penalty: 2844.691650
	Iteration 53Q: 3 clusters Score -586130.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -586131.375000 Penalty: 2844.691650
	Iteration 54Q: 3 clusters Score -586131.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -586134.312500 Penalty: 2844.691650
	Iteration 55Q: 3 clusters Score -586134.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -586137.500000 Penalty: 2844.691650
	Iteration 56Q: 3 clusters Score -586137.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -586137.937500 Penalty: 2844.691650
	Iteration 57Q: 3 clusters Score -586137.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -586140.000000 Penalty: 2844.691650
	Iteration 58Q: 3 clusters Score -586140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -586140.937500 Penalty: 2844.691650
	Iteration 59Q: 3 clusters Score -586140.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -586142.375000 Penalty: 2844.691650
	Iteration 60F: 3 clusters Score -586142.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -586143.000000 Penalty: 2844.691650
	Iteration 61Q: 3 clusters Score -586143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -586143.875000 Penalty: 2844.691650
	Iteration 62Q: 3 clusters Score -586143.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -586145.062500 Penalty: 2844.691650
	Iteration 63Q: 3 clusters Score -586145.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -586146.312500 Penalty: 2844.691650
	Iteration 64Q: 3 clusters Score -586146.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -586148.312500 Penalty: 2844.691650
	Iteration 65Q: 3 clusters Score -586148.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -586149.000000 Penalty: 2844.691650
	Iteration 66Q: 3 clusters Score -586149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -586149.812500 Penalty: 2844.691650
	Iteration 67Q: 3 clusters Score -586149.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -586149.125000 Penalty: 2844.691650
	Iteration 68Q: 3 clusters Score -586149.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -586149.125000 Penalty: 2844.691650
	Iteration 69F: 3 clusters Score -586149.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Entering Unmasked Estep 
Score: -1497674.625000 Penalty: 1596.031982
	Iteration 0F: 2 clusters Score -1497675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1484988.875000 Penalty: 3192.063965
	Iteration 0F: 3 clusters Score -1484989 nChanged 8347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1490400.125000 Penalty: 3192.063965
	Iteration 1F: 3 clusters Score -1490400 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1491682.750000 Penalty: 3192.063965
	Iteration 2F: 3 clusters Score -1491683 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1493052.250000 Penalty: 3192.063965
	Iteration 3F: 3 clusters Score -1493052 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1494321.250000 Penalty: 3192.063965
	Iteration 4F: 3 clusters Score -1494321 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1495211.250000 Penalty: 3192.063965
	Iteration 5F: 3 clusters Score -1495211 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1495697.250000 Penalty: 3192.063965
	Iteration 6Q: 3 clusters Score -1495697 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1496031.250000 Penalty: 3192.063965
	Iteration 7Q: 3 clusters Score -1496031 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1496247.000000 Penalty: 3192.063965
	Iteration 8Q: 3 clusters Score -1496247 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1496382.750000 Penalty: 3192.063965
	Iteration 9Q: 3 clusters Score -1496383 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1496461.375000 Penalty: 3192.063965
	Iteration 10Q: 3 clusters Score -1496461 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1496514.125000 Penalty: 3192.063965
	Iteration 11Q: 3 clusters Score -1496514 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1496567.375000 Penalty: 3192.063965
	Iteration 12Q: 3 clusters Score -1496567 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1496601.750000 Penalty: 3192.063965
	Iteration 13Q: 3 clusters Score -1496602 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1496630.875000 Penalty: 3192.063965
	Iteration 14Q: 3 clusters Score -1496631 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1496658.750000 Penalty: 3192.063965
	Iteration 15Q: 3 clusters Score -1496659 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1496682.625000 Penalty: 3192.063965
	Iteration 16Q: 3 clusters Score -1496683 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1496698.750000 Penalty: 3192.063965
	Iteration 17Q: 3 clusters Score -1496699 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1496718.500000 Penalty: 3192.063965
	Iteration 18Q: 3 clusters Score -1496718 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1496730.625000 Penalty: 3192.063965
	Iteration 19Q: 3 clusters Score -1496731 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1496744.750000 Penalty: 3192.063965
	Iteration 20F: 3 clusters Score -1496745 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1496761.375000 Penalty: 3192.063965
	Iteration 21Q: 3 clusters Score -1496761 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1496770.125000 Penalty: 3192.063965
	Iteration 22Q: 3 clusters Score -1496770 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1496781.125000 Penalty: 3192.063965
	Iteration 23Q: 3 clusters Score -1496781 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1496787.250000 Penalty: 3192.063965
	Iteration 24Q: 3 clusters Score -1496787 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1496792.125000 Penalty: 3192.063965
	Iteration 25Q: 3 clusters Score -1496792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1496791.625000 Penalty: 3192.063965
	Iteration 26Q: 3 clusters Score -1496792 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1496794.875000 Penalty: 3192.063965
	Iteration 27Q: 3 clusters Score -1496795 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1496797.875000 Penalty: 3192.063965
	Iteration 28Q: 3 clusters Score -1496798 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1496800.750000 Penalty: 3192.063965
	Iteration 29Q: 3 clusters Score -1496801 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1496804.250000 Penalty: 3192.063965
	Iteration 30Q: 3 clusters Score -1496804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1496808.000000 Penalty: 3192.063965
	Iteration 31Q: 3 clusters Score -1496808 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1496813.125000 Penalty: 3192.063965
	Iteration 32Q: 3 clusters Score -1496813 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1496821.250000 Penalty: 3192.063965
	Iteration 33Q: 3 clusters Score -1496821 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1496825.250000 Penalty: 3192.063965
	Iteration 34Q: 3 clusters Score -1496825 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1496825.750000 Penalty: 3192.063965
	Iteration 35Q: 3 clusters Score -1496826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1496825.625000 Penalty: 3192.063965
	Iteration 36Q: 3 clusters Score -1496826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1496825.375000 Penalty: 3192.063965
	Iteration 37Q: 3 clusters Score -1496825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1496828.250000 Penalty: 3192.063965
	Iteration 38Q: 3 clusters Score -1496828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1496832.750000 Penalty: 3192.063965
	Iteration 39Q: 3 clusters Score -1496833 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1496838.375000 Penalty: 3192.063965
	Iteration 40F: 3 clusters Score -1496838 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1496841.250000 Penalty: 3192.063965
	Iteration 41Q: 3 clusters Score -1496841 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1496839.750000 Penalty: 3192.063965
	Iteration 42Q: 3 clusters Score -1496840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1496844.250000 Penalty: 3192.063965
	Iteration 43Q: 3 clusters Score -1496844 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1496849.125000 Penalty: 3192.063965
	Iteration 44Q: 3 clusters Score -1496849 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1496851.000000 Penalty: 3192.063965
	Iteration 45Q: 3 clusters Score -1496851 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1496849.375000 Penalty: 3192.063965
	Iteration 46Q: 3 clusters Score -1496849 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1496852.250000 Penalty: 3192.063965
	Iteration 47Q: 3 clusters Score -1496852 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1496853.875000 Penalty: 3192.063965
	Iteration 48Q: 3 clusters Score -1496854 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1496858.125000 Penalty: 3192.063965
	Iteration 49Q: 3 clusters Score -1496858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1496858.000000 Penalty: 3192.063965
	Iteration 50Q: 3 clusters Score -1496858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1496864.375000 Penalty: 3192.063965
	Iteration 51Q: 3 clusters Score -1496864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1496870.250000 Penalty: 3192.063965
	Iteration 52Q: 3 clusters Score -1496870 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1496872.125000 Penalty: 3192.063965
	Iteration 53Q: 3 clusters Score -1496872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1496874.500000 Penalty: 3192.063965
	Iteration 54Q: 3 clusters Score -1496874 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1496879.500000 Penalty: 3192.063965
	Iteration 55Q: 3 clusters Score -1496880 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1496881.500000 Penalty: 3192.063965
	Iteration 56Q: 3 clusters Score -1496882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1496883.750000 Penalty: 3192.063965
	Iteration 57Q: 3 clusters Score -1496884 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1496886.500000 Penalty: 3192.063965
	Iteration 58Q: 3 clusters Score -1496886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1496889.375000 Penalty: 3192.063965
	Iteration 59Q: 3 clusters Score -1496889 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1496890.000000 Penalty: 3192.063965
	Iteration 60F: 3 clusters Score -1496890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1496890.625000 Penalty: 3192.063965
	Iteration 61Q: 3 clusters Score -1496891 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1496892.125000 Penalty: 3192.063965
	Iteration 62Q: 3 clusters Score -1496892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1496896.250000 Penalty: 3192.063965
	Iteration 63Q: 3 clusters Score -1496896 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1496903.625000 Penalty: 3192.063965
	Iteration 64Q: 3 clusters Score -1496904 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1496905.625000 Penalty: 3192.063965
	Iteration 65Q: 3 clusters Score -1496906 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1496908.500000 Penalty: 3192.063965
	Iteration 66Q: 3 clusters Score -1496908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1496912.375000 Penalty: 3192.063965
	Iteration 67Q: 3 clusters Score -1496912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1496915.250000 Penalty: 3192.063965
	Iteration 68Q: 3 clusters Score -1496915 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1496917.875000 Penalty: 3192.063965
	Iteration 69Q: 3 clusters Score -1496918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1496918.375000 Penalty: 3192.063965
	Iteration 70Q: 3 clusters Score -1496918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1496920.000000 Penalty: 3192.063965
	Iteration 71Q: 3 clusters Score -1496920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1496918.250000 Penalty: 3192.063965
	Iteration 72Q: 3 clusters Score -1496918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1496918.375000 Penalty: 3192.063965
	Iteration 73Q: 3 clusters Score -1496918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1496919.625000 Penalty: 3192.063965
	Iteration 74Q: 3 clusters Score -1496920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1496918.500000 Penalty: 3192.063965
	Iteration 75Q: 3 clusters Score -1496918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1496919.500000 Penalty: 3192.063965
	Iteration 76Q: 3 clusters Score -1496920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1496922.000000 Penalty: 3192.063965
	Iteration 77Q: 3 clusters Score -1496922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1496922.000000 Penalty: 3192.063965
	Iteration 78F: 3 clusters Score -1496922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Entering Unmasked Estep 
Score: -1808235.375000 Penalty: 1624.101440
	Iteration 0F: 2 clusters Score -1808235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1793302.625000 Penalty: 3248.202881
	Iteration 0F: 3 clusters Score -1793303 nChanged 10043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1799170.750000 Penalty: 3248.202881
	Iteration 1F: 3 clusters Score -1799171 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1799842.000000 Penalty: 3248.202881
	Iteration 2F: 3 clusters Score -1799842 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1800541.750000 Penalty: 3248.202881
	Iteration 3F: 3 clusters Score -1800542 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1801356.125000 Penalty: 3248.202881
	Iteration 4F: 3 clusters Score -1801356 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1802351.000000 Penalty: 3248.202881
	Iteration 5F: 3 clusters Score -1802351 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -1803384.000000 Penalty: 3248.202881
	Iteration 6F: 3 clusters Score -1803384 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -1804352.875000 Penalty: 3248.202881
	Iteration 7F: 3 clusters Score -1804353 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -1805220.250000 Penalty: 3248.202881
	Iteration 8Q: 3 clusters Score -1805220 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -1805992.375000 Penalty: 3248.202881
	Iteration 9Q: 3 clusters Score -1805992 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -1806570.625000 Penalty: 3248.202881
	Iteration 10Q: 3 clusters Score -1806571 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -1806992.750000 Penalty: 3248.202881
	Iteration 11Q: 3 clusters Score -1806993 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -1807282.875000 Penalty: 3248.202881
	Iteration 12Q: 3 clusters Score -1807283 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -1807485.125000 Penalty: 3248.202881
	Iteration 13Q: 3 clusters Score -1807485 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -1807606.625000 Penalty: 3248.202881
	Iteration 14Q: 3 clusters Score -1807607 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -1807689.000000 Penalty: 3248.202881
	Iteration 15Q: 3 clusters Score -1807689 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -1807746.125000 Penalty: 3248.202881
	Iteration 16Q: 3 clusters Score -1807746 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -1807780.000000 Penalty: 3248.202881
	Iteration 17Q: 3 clusters Score -1807780 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -1807808.875000 Penalty: 3248.202881
	Iteration 18Q: 3 clusters Score -1807809 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -1807823.125000 Penalty: 3248.202881
	Iteration 19Q: 3 clusters Score -1807823 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -1807838.875000 Penalty: 3248.202881
	Iteration 20F: 3 clusters Score -1807839 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -1807849.000000 Penalty: 3248.202881
	Iteration 21Q: 3 clusters Score -1807849 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -1807858.375000 Penalty: 3248.202881
	Iteration 22Q: 3 clusters Score -1807858 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -1807863.125000 Penalty: 3248.202881
	Iteration 23Q: 3 clusters Score -1807863 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -1807865.250000 Penalty: 3248.202881
	Iteration 24Q: 3 clusters Score -1807865 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -1807870.750000 Penalty: 3248.202881
	Iteration 25Q: 3 clusters Score -1807871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -1807869.000000 Penalty: 3248.202881
	Iteration 26Q: 3 clusters Score -1807869 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -1807873.500000 Penalty: 3248.202881
	Iteration 27Q: 3 clusters Score -1807874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -1807877.875000 Penalty: 3248.202881
	Iteration 28Q: 3 clusters Score -1807878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -1807880.500000 Penalty: 3248.202881
	Iteration 29Q: 3 clusters Score -1807880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -1807883.375000 Penalty: 3248.202881
	Iteration 30Q: 3 clusters Score -1807883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -1807885.875000 Penalty: 3248.202881
	Iteration 31Q: 3 clusters Score -1807886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -1807885.125000 Penalty: 3248.202881
	Iteration 32Q: 3 clusters Score -1807885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -1807890.375000 Penalty: 3248.202881
	Iteration 33Q: 3 clusters Score -1807890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -1807892.125000 Penalty: 3248.202881
	Iteration 34Q: 3 clusters Score -1807892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -1807891.625000 Penalty: 3248.202881
	Iteration 35Q: 3 clusters Score -1807892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -1807891.375000 Penalty: 3248.202881
	Iteration 36Q: 3 clusters Score -1807891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -1807890.500000 Penalty: 3248.202881
	Iteration 37Q: 3 clusters Score -1807890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -1807892.750000 Penalty: 3248.202881
	Iteration 38Q: 3 clusters Score -1807893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -1807893.250000 Penalty: 3248.202881
	Iteration 39Q: 3 clusters Score -1807893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -1807894.125000 Penalty: 3248.202881
	Iteration 40F: 3 clusters Score -1807894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -1807900.250000 Penalty: 3248.202881
	Iteration 41Q: 3 clusters Score -1807900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -1807906.000000 Penalty: 3248.202881
	Iteration 42Q: 3 clusters Score -1807906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -1807908.375000 Penalty: 3248.202881
	Iteration 43Q: 3 clusters Score -1807908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -1807907.375000 Penalty: 3248.202881
	Iteration 44Q: 3 clusters Score -1807907 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -1807908.625000 Penalty: 3248.202881
	Iteration 45Q: 3 clusters Score -1807909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -1807913.250000 Penalty: 3248.202881
	Iteration 46Q: 3 clusters Score -1807913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -1807914.375000 Penalty: 3248.202881
	Iteration 47Q: 3 clusters Score -1807914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -1807919.500000 Penalty: 3248.202881
	Iteration 48Q: 3 clusters Score -1807920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -1807923.625000 Penalty: 3248.202881
	Iteration 49Q: 3 clusters Score -1807924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -1807921.125000 Penalty: 3248.202881
	Iteration 50Q: 3 clusters Score -1807921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -1807922.750000 Penalty: 3248.202881
	Iteration 51Q: 3 clusters Score -1807923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -1807927.250000 Penalty: 3248.202881
	Iteration 52Q: 3 clusters Score -1807927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -1807927.250000 Penalty: 3248.202881
	Iteration 53Q: 3 clusters Score -1807927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -1807926.375000 Penalty: 3248.202881
	Iteration 54Q: 3 clusters Score -1807926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -1807930.375000 Penalty: 3248.202881
	Iteration 55Q: 3 clusters Score -1807930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -1807930.875000 Penalty: 3248.202881
	Iteration 56Q: 3 clusters Score -1807931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -1807931.125000 Penalty: 3248.202881
	Iteration 57Q: 3 clusters Score -1807931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -1807931.375000 Penalty: 3248.202881
	Iteration 58Q: 3 clusters Score -1807931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -1807932.375000 Penalty: 3248.202881
	Iteration 59Q: 3 clusters Score -1807932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -1807935.000000 Penalty: 3248.202881
	Iteration 60F: 3 clusters Score -1807935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -1807937.000000 Penalty: 3248.202881
	Iteration 61Q: 3 clusters Score -1807937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -1807937.000000 Penalty: 3248.202881
	Iteration 62F: 3 clusters Score -1807937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (51331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51331 members 
Entering Unmasked Estep 
Score: -4602324.000000 Penalty: 1762.483154
	Iteration 0F: 2 clusters Score -4602324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -4567891.000000 Penalty: 3524.966309
	Iteration 0F: 3 clusters Score -4567891 nChanged 24161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -4581588.000000 Penalty: 3524.966309
	Iteration 1F: 3 clusters Score -4581588 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -4582215.000000 Penalty: 3524.966309
	Iteration 2Q: 3 clusters Score -4582215 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -4583162.500000 Penalty: 3524.966309
	Iteration 3Q: 3 clusters Score -4583162 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -4584596.000000 Penalty: 3524.966309
	Iteration 4F: 3 clusters Score -4584596 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -4586995.500000 Penalty: 3524.966309
	Iteration 5F: 3 clusters Score -4586996 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -4590366.000000 Penalty: 3524.966309
	Iteration 6F: 3 clusters Score -4590366 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -4594126.000000 Penalty: 3524.966309
	Iteration 7F: 3 clusters Score -4594126 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 45128 members 
Entering Unmasked Estep 
Score: -4597338.000000 Penalty: 3524.966309
	Iteration 8F: 3 clusters Score -4597338 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 46816 members 
Entering Unmasked Estep 
Score: -4599425.000000 Penalty: 3524.966309
	Iteration 9Q: 3 clusters Score -4599425 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 47607 members 
Entering Unmasked Estep 
Score: -4600531.000000 Penalty: 3524.966309
	Iteration 10Q: 3 clusters Score -4600531 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 48012 members 
Entering Unmasked Estep 
Score: -4601132.500000 Penalty: 3524.966309
	Iteration 11Q: 3 clusters Score -4601132 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 48266 members 
Entering Unmasked Estep 
Score: -4601489.000000 Penalty: 3524.966309
	Iteration 12Q: 3 clusters Score -4601489 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 48475 members 
Entering Unmasked Estep 
Score: -4601730.000000 Penalty: 3524.966309
	Iteration 13Q: 3 clusters Score -4601730 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 48626 members 
Entering Unmasked Estep 
Score: -4601871.000000 Penalty: 3524.966309
	Iteration 14Q: 3 clusters Score -4601871 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 48748 members 
Entering Unmasked Estep 
Score: -4601965.000000 Penalty: 3524.966309
	Iteration 15Q: 3 clusters Score -4601965 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -4601983.500000 Penalty: 3524.966309
	Iteration 16Q: 3 clusters Score -4601984 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 48870 members 
Entering Unmasked Estep 
Score: -4601999.000000 Penalty: 3524.966309
	Iteration 17Q: 3 clusters Score -4601999 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 48898 members 
Entering Unmasked Estep 
Score: -4602013.500000 Penalty: 3524.966309
	Iteration 18Q: 3 clusters Score -4602014 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 48919 members 
Entering Unmasked Estep 
Score: -4602014.000000 Penalty: 3524.966309
	Iteration 19Q: 3 clusters Score -4602014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 48926 members 
Entering Unmasked Estep 
Score: -4602013.500000 Penalty: 3524.966309
	Iteration 20F: 3 clusters Score -4602014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 48931 members 
Entering Unmasked Estep 
Score: -4602017.500000 Penalty: 3524.966309
	Iteration 21Q: 3 clusters Score -4602018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 48932 members 
Entering Unmasked Estep 
Score: -4602021.000000 Penalty: 3524.966309
	Iteration 22Q: 3 clusters Score -4602021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 48932 members 
Entering Unmasked Estep 
Score: -4602027.000000 Penalty: 3524.966309
	Iteration 23Q: 3 clusters Score -4602027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 48933 members 
Entering Unmasked Estep 
Score: -4602024.500000 Penalty: 3524.966309
	Iteration 24Q: 3 clusters Score -4602024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 48933 members 
Entering Unmasked Estep 
Score: -4602024.500000 Penalty: 3524.966309
	Iteration 25F: 3 clusters Score -4602024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Entering Unmasked Estep 
Score: -490792.906250 Penalty: 1398.999146
	Iteration 0F: 2 clusters Score -490792.9 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 2728 members 
Entering Unmasked Estep 
Score: -486518.937500 Penalty: 2797.998291
	Iteration 0F: 3 clusters Score -486518.9 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -487774.875000 Penalty: 2797.998291
	Iteration 1F: 3 clusters Score -487774.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -487993.187500 Penalty: 2797.998291
	Iteration 2F: 3 clusters Score -487993.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -488186.718750 Penalty: 2797.998291
	Iteration 3F: 3 clusters Score -488186.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -488322.968750 Penalty: 2797.998291
	Iteration 4Q: 3 clusters Score -488323 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -488441.812500 Penalty: 2797.998291
	Iteration 5Q: 3 clusters Score -488441.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -488541.843750 Penalty: 2797.998291
	Iteration 6Q: 3 clusters Score -488541.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -488627.562500 Penalty: 2797.998291
	Iteration 7Q: 3 clusters Score -488627.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -488712.000000 Penalty: 2797.998291
	Iteration 8Q: 3 clusters Score -488712 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -488790.375000 Penalty: 2797.998291
	Iteration 9Q: 3 clusters Score -488790.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -488889.406250 Penalty: 2797.998291
	Iteration 10Q: 3 clusters Score -488889.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -488988.937500 Penalty: 2797.998291
	Iteration 11Q: 3 clusters Score -488988.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -489090.968750 Penalty: 2797.998291
	Iteration 12Q: 3 clusters Score -489091 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -489179.843750 Penalty: 2797.998291
	Iteration 13Q: 3 clusters Score -489179.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -489253.718750 Penalty: 2797.998291
	Iteration 14Q: 3 clusters Score -489253.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -489309.812500 Penalty: 2797.998291
	Iteration 15Q: 3 clusters Score -489309.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -489353.125000 Penalty: 2797.998291
	Iteration 16Q: 3 clusters Score -489353.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -489398.218750 Penalty: 2797.998291
	Iteration 17Q: 3 clusters Score -489398.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -489456.906250 Penalty: 2797.998291
	Iteration 18Q: 3 clusters Score -489456.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -489512.406250 Penalty: 2797.998291
	Iteration 19Q: 3 clusters Score -489512.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -489555.437500 Penalty: 2797.998291
	Iteration 20F: 3 clusters Score -489555.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -489590.000000 Penalty: 2797.998291
	Iteration 21Q: 3 clusters Score -489590 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -489610.625000 Penalty: 2797.998291
	Iteration 22Q: 3 clusters Score -489610.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -489622.125000 Penalty: 2797.998291
	Iteration 23Q: 3 clusters Score -489622.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -489628.406250 Penalty: 2797.998291
	Iteration 24Q: 3 clusters Score -489628.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -489631.500000 Penalty: 2797.998291
	Iteration 25Q: 3 clusters Score -489631.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -489631.625000 Penalty: 2797.998291
	Iteration 26Q: 3 clusters Score -489631.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -489633.562500 Penalty: 2797.998291
	Iteration 27Q: 3 clusters Score -489633.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -489636.750000 Penalty: 2797.998291
	Iteration 28Q: 3 clusters Score -489636.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -489638.218750 Penalty: 2797.998291
	Iteration 29Q: 3 clusters Score -489638.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -489640.906250 Penalty: 2797.998291
	Iteration 30Q: 3 clusters Score -489640.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -489642.718750 Penalty: 2797.998291
	Iteration 31Q: 3 clusters Score -489642.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -489643.218750 Penalty: 2797.998291
	Iteration 32Q: 3 clusters Score -489643.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -489646.406250 Penalty: 2797.998291
	Iteration 33Q: 3 clusters Score -489646.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -489646.781250 Penalty: 2797.998291
	Iteration 34Q: 3 clusters Score -489646.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -489648.593750 Penalty: 2797.998291
	Iteration 35Q: 3 clusters Score -489648.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -489648.031250 Penalty: 2797.998291
	Iteration 36Q: 3 clusters Score -489648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -489647.781250 Penalty: 2797.998291
	Iteration 37Q: 3 clusters Score -489647.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -489648.218750 Penalty: 2797.998291
	Iteration 38Q: 3 clusters Score -489648.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -489648.218750 Penalty: 2797.998291
	Iteration 39F: 3 clusters Score -489648.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (63899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63899 members 
Entering Unmasked Estep 
Score: -5914221.000000 Penalty: 1798.072021
	Iteration 0F: 2 clusters Score -5914221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 31808 members 
Entering Unmasked Estep 
Score: -5871596.500000 Penalty: 3596.144043
	Iteration 0F: 3 clusters Score -5871596 nChanged 30213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -5889204.000000 Penalty: 3596.144043
	Iteration 1F: 3 clusters Score -5889204 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -5890178.500000 Penalty: 3596.144043
	Iteration 2Q: 3 clusters Score -5890178 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -5891621.500000 Penalty: 3596.144043
	Iteration 3Q: 3 clusters Score -5891622 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -5893779.500000 Penalty: 3596.144043
	Iteration 4F: 3 clusters Score -5893780 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -5896664.000000 Penalty: 3596.144043
	Iteration 5F: 3 clusters Score -5896664 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -5899916.500000 Penalty: 3596.144043
	Iteration 6F: 3 clusters Score -5899916 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47104 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -5902593.000000 Penalty: 3596.144043
	Iteration 7F: 3 clusters Score -5902593 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49112 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -5904464.500000 Penalty: 3596.144043
	Iteration 8Q: 3 clusters Score -5904464 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50750 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -5905549.500000 Penalty: 3596.144043
	Iteration 9Q: 3 clusters Score -5905550 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52226 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -5906361.000000 Penalty: 3596.144043
	Iteration 10Q: 3 clusters Score -5906361 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53621 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -5907099.000000 Penalty: 3596.144043
	Iteration 11Q: 3 clusters Score -5907099 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54971 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -5907807.500000 Penalty: 3596.144043
	Iteration 12Q: 3 clusters Score -5907808 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56191 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -5908461.500000 Penalty: 3596.144043
	Iteration 13Q: 3 clusters Score -5908462 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57339 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -5909028.000000 Penalty: 3596.144043
	Iteration 14Q: 3 clusters Score -5909028 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58367 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -5909567.500000 Penalty: 3596.144043
	Iteration 15Q: 3 clusters Score -5909568 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59319 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -5910153.000000 Penalty: 3596.144043
	Iteration 16Q: 3 clusters Score -5910153 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60184 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -5910677.000000 Penalty: 3596.144043
	Iteration 17Q: 3 clusters Score -5910677 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60954 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -5911123.000000 Penalty: 3596.144043
	Iteration 18Q: 3 clusters Score -5911123 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61576 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -5911537.500000 Penalty: 3596.144043
	Iteration 19Q: 3 clusters Score -5911538 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62087 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -5911863.000000 Penalty: 3596.144043
	Iteration 20F: 3 clusters Score -5911863 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62501 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5912095.000000 Penalty: 3596.144043
	Iteration 21Q: 3 clusters Score -5912095 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62794 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5912273.500000 Penalty: 3596.144043
	Iteration 22Q: 3 clusters Score -5912274 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62992 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5912391.500000 Penalty: 3596.144043
	Iteration 23Q: 3 clusters Score -5912392 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63135 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5912463.500000 Penalty: 3596.144043
	Iteration 24Q: 3 clusters Score -5912464 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63241 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5912529.000000 Penalty: 3596.144043
	Iteration 25Q: 3 clusters Score -5912529 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63310 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5912570.000000 Penalty: 3596.144043
	Iteration 26Q: 3 clusters Score -5912570 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63366 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5912595.000000 Penalty: 3596.144043
	Iteration 27Q: 3 clusters Score -5912595 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63404 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5912616.500000 Penalty: 3596.144043
	Iteration 28Q: 3 clusters Score -5912616 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63435 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5912643.500000 Penalty: 3596.144043
	Iteration 29Q: 3 clusters Score -5912644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63457 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5912660.500000 Penalty: 3596.144043
	Iteration 30Q: 3 clusters Score -5912660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63473 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5912673.000000 Penalty: 3596.144043
	Iteration 31Q: 3 clusters Score -5912673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63485 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5912680.000000 Penalty: 3596.144043
	Iteration 32Q: 3 clusters Score -5912680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63495 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5912692.500000 Penalty: 3596.144043
	Iteration 33Q: 3 clusters Score -5912692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63503 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5912699.000000 Penalty: 3596.144043
	Iteration 34Q: 3 clusters Score -5912699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63505 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5912697.000000 Penalty: 3596.144043
	Iteration 35Q: 3 clusters Score -5912697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63508 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5912701.000000 Penalty: 3596.144043
	Iteration 36Q: 3 clusters Score -5912701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63509 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5912703.500000 Penalty: 3596.144043
	Iteration 37Q: 3 clusters Score -5912704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63509 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5912703.500000 Penalty: 3596.144043
	Iteration 38F: 3 clusters Score -5912704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Entering Unmasked Estep 
Score: -909697.437500 Penalty: 1498.087891
	Iteration 0F: 2 clusters Score -909697.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -902518.312500 Penalty: 2996.175781
	Iteration 0F: 3 clusters Score -902518.3 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -904988.562500 Penalty: 2996.175781
	Iteration 1F: 3 clusters Score -904988.6 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -905300.687500 Penalty: 2996.175781
	Iteration 2F: 3 clusters Score -905300.7 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -905547.625000 Penalty: 2996.175781
	Iteration 3F: 3 clusters Score -905547.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -905731.375000 Penalty: 2996.175781
	Iteration 4Q: 3 clusters Score -905731.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -905892.625000 Penalty: 2996.175781
	Iteration 5Q: 3 clusters Score -905892.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -906038.375000 Penalty: 2996.175781
	Iteration 6Q: 3 clusters Score -906038.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -906157.312500 Penalty: 2996.175781
	Iteration 7Q: 3 clusters Score -906157.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -906279.562500 Penalty: 2996.175781
	Iteration 8Q: 3 clusters Score -906279.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -906394.062500 Penalty: 2996.175781
	Iteration 9Q: 3 clusters Score -906394.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -906533.750000 Penalty: 2996.175781
	Iteration 10Q: 3 clusters Score -906533.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -906697.562500 Penalty: 2996.175781
	Iteration 11Q: 3 clusters Score -906697.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -906896.562500 Penalty: 2996.175781
	Iteration 12Q: 3 clusters Score -906896.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -907149.562500 Penalty: 2996.175781
	Iteration 13Q: 3 clusters Score -907149.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -907403.562500 Penalty: 2996.175781
	Iteration 14Q: 3 clusters Score -907403.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -907631.062500 Penalty: 2996.175781
	Iteration 15Q: 3 clusters Score -907631.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -907838.750000 Penalty: 2996.175781
	Iteration 16Q: 3 clusters Score -907838.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -907980.875000 Penalty: 2996.175781
	Iteration 17Q: 3 clusters Score -907980.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -908092.375000 Penalty: 2996.175781
	Iteration 18Q: 3 clusters Score -908092.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -908162.812500 Penalty: 2996.175781
	Iteration 19Q: 3 clusters Score -908162.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -908207.312500 Penalty: 2996.175781
	Iteration 20F: 3 clusters Score -908207.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -908261.062500 Penalty: 2996.175781
	Iteration 21Q: 3 clusters Score -908261.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -908302.812500 Penalty: 2996.175781
	Iteration 22Q: 3 clusters Score -908302.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -908329.125000 Penalty: 2996.175781
	Iteration 23Q: 3 clusters Score -908329.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -908352.250000 Penalty: 2996.175781
	Iteration 24Q: 3 clusters Score -908352.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -908368.625000 Penalty: 2996.175781
	Iteration 25Q: 3 clusters Score -908368.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -908386.562500 Penalty: 2996.175781
	Iteration 26Q: 3 clusters Score -908386.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -908405.437500 Penalty: 2996.175781
	Iteration 27Q: 3 clusters Score -908405.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -908420.812500 Penalty: 2996.175781
	Iteration 28Q: 3 clusters Score -908420.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -908436.812500 Penalty: 2996.175781
	Iteration 29Q: 3 clusters Score -908436.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -908451.875000 Penalty: 2996.175781
	Iteration 30Q: 3 clusters Score -908451.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -908464.687500 Penalty: 2996.175781
	Iteration 31Q: 3 clusters Score -908464.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -908475.812500 Penalty: 2996.175781
	Iteration 32Q: 3 clusters Score -908475.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -908490.125000 Penalty: 2996.175781
	Iteration 33Q: 3 clusters Score -908490.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -908505.000000 Penalty: 2996.175781
	Iteration 34Q: 3 clusters Score -908505 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -908512.625000 Penalty: 2996.175781
	Iteration 35Q: 3 clusters Score -908512.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -908527.812500 Penalty: 2996.175781
	Iteration 36Q: 3 clusters Score -908527.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -908540.187500 Penalty: 2996.175781
	Iteration 37Q: 3 clusters Score -908540.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -908556.750000 Penalty: 2996.175781
	Iteration 38Q: 3 clusters Score -908556.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -908572.750000 Penalty: 2996.175781
	Iteration 39Q: 3 clusters Score -908572.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -908586.937500 Penalty: 2996.175781
	Iteration 40F: 3 clusters Score -908586.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -908599.125000 Penalty: 2996.175781
	Iteration 41Q: 3 clusters Score -908599.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -908607.687500 Penalty: 2996.175781
	Iteration 42Q: 3 clusters Score -908607.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -908615.125000 Penalty: 2996.175781
	Iteration 43Q: 3 clusters Score -908615.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -908618.750000 Penalty: 2996.175781
	Iteration 44Q: 3 clusters Score -908618.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -908622.750000 Penalty: 2996.175781
	Iteration 45Q: 3 clusters Score -908622.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -908625.000000 Penalty: 2996.175781
	Iteration 46Q: 3 clusters Score -908625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -908628.750000 Penalty: 2996.175781
	Iteration 47Q: 3 clusters Score -908628.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -908626.625000 Penalty: 2996.175781
	Iteration 48Q: 3 clusters Score -908626.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -908628.937500 Penalty: 2996.175781
	Iteration 49Q: 3 clusters Score -908628.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -908629.437500 Penalty: 2996.175781
	Iteration 50Q: 3 clusters Score -908629.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -908630.000000 Penalty: 2996.175781
	Iteration 51Q: 3 clusters Score -908630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -908630.437500 Penalty: 2996.175781
	Iteration 52Q: 3 clusters Score -908630.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -908629.687500 Penalty: 2996.175781
	Iteration 53Q: 3 clusters Score -908629.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -908631.250000 Penalty: 2996.175781
	Iteration 54Q: 3 clusters Score -908631.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -908632.187500 Penalty: 2996.175781
	Iteration 55Q: 3 clusters Score -908632.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -908634.312500 Penalty: 2996.175781
	Iteration 56Q: 3 clusters Score -908634.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -908634.000000 Penalty: 2996.175781
	Iteration 57Q: 3 clusters Score -908634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -908635.375000 Penalty: 2996.175781
	Iteration 58Q: 3 clusters Score -908635.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -908634.250000 Penalty: 2996.175781
	Iteration 59Q: 3 clusters Score -908634.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -908637.125000 Penalty: 2996.175781
	Iteration 60F: 3 clusters Score -908637.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -908638.562500 Penalty: 2996.175781
	Iteration 61Q: 3 clusters Score -908638.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -908639.000000 Penalty: 2996.175781
	Iteration 62Q: 3 clusters Score -908639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -908640.000000 Penalty: 2996.175781
	Iteration 63Q: 3 clusters Score -908640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -908640.000000 Penalty: 2996.175781
	Iteration 64Q: 3 clusters Score -908640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -908641.437500 Penalty: 2996.175781
	Iteration 65Q: 3 clusters Score -908641.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -908642.375000 Penalty: 2996.175781
	Iteration 66Q: 3 clusters Score -908642.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -908640.937500 Penalty: 2996.175781
	Iteration 67Q: 3 clusters Score -908640.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -908641.875000 Penalty: 2996.175781
	Iteration 68Q: 3 clusters Score -908641.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -908641.312500 Penalty: 2996.175781
	Iteration 69Q: 3 clusters Score -908641.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -908641.312500 Penalty: 2996.175781
	Iteration 70F: 3 clusters Score -908641.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Entering Unmasked Estep 
Score: -85588.023438 Penalty: 1122.021973
	Iteration 0F: 2 clusters Score -85588.02 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 507 members 
Entering Unmasked Estep 
Score: -84122.171875 Penalty: 2244.043945
	Iteration 0F: 3 clusters Score -84122.17 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -84424.250000 Penalty: 2244.043945
	Iteration 1F: 3 clusters Score -84424.25 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -84500.882812 Penalty: 2244.043945
	Iteration 2F: 3 clusters Score -84500.88 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -84549.781250 Penalty: 2244.043945
	Iteration 3Q: 3 clusters Score -84549.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -84601.265625 Penalty: 2244.043945
	Iteration 4Q: 3 clusters Score -84601.27 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -84657.484375 Penalty: 2244.043945
	Iteration 5Q: 3 clusters Score -84657.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -84746.593750 Penalty: 2244.043945
	Iteration 6Q: 3 clusters Score -84746.59 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -84862.578125 Penalty: 2244.043945
	Iteration 7Q: 3 clusters Score -84862.58 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -84924.125000 Penalty: 2244.043945
	Iteration 8Q: 3 clusters Score -84924.12 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -84985.203125 Penalty: 2244.043945
	Iteration 9Q: 3 clusters Score -84985.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -85011.109375 Penalty: 2244.043945
	Iteration 10Q: 3 clusters Score -85011.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -85032.523438 Penalty: 2244.043945
	Iteration 11Q: 3 clusters Score -85032.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -85047.359375 Penalty: 2244.043945
	Iteration 12Q: 3 clusters Score -85047.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -85065.156250 Penalty: 2244.043945
	Iteration 13Q: 3 clusters Score -85065.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -85085.867188 Penalty: 2244.043945
	Iteration 14Q: 3 clusters Score -85085.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -85099.687500 Penalty: 2244.043945
	Iteration 15Q: 3 clusters Score -85099.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -85106.992188 Penalty: 2244.043945
	Iteration 16Q: 3 clusters Score -85106.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -85110.429688 Penalty: 2244.043945
	Iteration 17Q: 3 clusters Score -85110.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -85111.531250 Penalty: 2244.043945
	Iteration 18Q: 3 clusters Score -85111.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -85113.179688 Penalty: 2244.043945
	Iteration 19Q: 3 clusters Score -85113.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -85113.593750 Penalty: 2244.043945
	Iteration 20F: 3 clusters Score -85113.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Entering Unmasked Estep 
Score: -755867.937500 Penalty: 1465.675659
	Iteration 0F: 2 clusters Score -755867.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -749839.500000 Penalty: 2931.351318
	Iteration 0F: 3 clusters Score -749839.5 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -751695.062500 Penalty: 2931.351318
	Iteration 1F: 3 clusters Score -751695.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -751889.000000 Penalty: 2931.351318
	Iteration 2F: 3 clusters Score -751889 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -752052.375000 Penalty: 2931.351318
	Iteration 3Q: 3 clusters Score -752052.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -752172.125000 Penalty: 2931.351318
	Iteration 4Q: 3 clusters Score -752172.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -752283.500000 Penalty: 2931.351318
	Iteration 5Q: 3 clusters Score -752283.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -752395.562500 Penalty: 2931.351318
	Iteration 6Q: 3 clusters Score -752395.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -752506.500000 Penalty: 2931.351318
	Iteration 7Q: 3 clusters Score -752506.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -752626.625000 Penalty: 2931.351318
	Iteration 8Q: 3 clusters Score -752626.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -752773.375000 Penalty: 2931.351318
	Iteration 9Q: 3 clusters Score -752773.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -752964.000000 Penalty: 2931.351318
	Iteration 10Q: 3 clusters Score -752964 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -753174.875000 Penalty: 2931.351318
	Iteration 11Q: 3 clusters Score -753174.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -753394.937500 Penalty: 2931.351318
	Iteration 12Q: 3 clusters Score -753394.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -753644.937500 Penalty: 2931.351318
	Iteration 13Q: 3 clusters Score -753644.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -753912.375000 Penalty: 2931.351318
	Iteration 14Q: 3 clusters Score -753912.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -754134.937500 Penalty: 2931.351318
	Iteration 15Q: 3 clusters Score -754134.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -754340.125000 Penalty: 2931.351318
	Iteration 16Q: 3 clusters Score -754340.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -754492.937500 Penalty: 2931.351318
	Iteration 17Q: 3 clusters Score -754492.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -754600.875000 Penalty: 2931.351318
	Iteration 18Q: 3 clusters Score -754600.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -754679.562500 Penalty: 2931.351318
	Iteration 19Q: 3 clusters Score -754679.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -754733.062500 Penalty: 2931.351318
	Iteration 20F: 3 clusters Score -754733.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -754759.750000 Penalty: 2931.351318
	Iteration 21Q: 3 clusters Score -754759.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -754780.625000 Penalty: 2931.351318
	Iteration 22Q: 3 clusters Score -754780.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -754793.437500 Penalty: 2931.351318
	Iteration 23Q: 3 clusters Score -754793.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -754801.312500 Penalty: 2931.351318
	Iteration 24Q: 3 clusters Score -754801.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -754804.625000 Penalty: 2931.351318
	Iteration 25Q: 3 clusters Score -754804.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -754806.562500 Penalty: 2931.351318
	Iteration 26Q: 3 clusters Score -754806.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -754811.000000 Penalty: 2931.351318
	Iteration 27Q: 3 clusters Score -754811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -754814.312500 Penalty: 2931.351318
	Iteration 28Q: 3 clusters Score -754814.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -754815.812500 Penalty: 2931.351318
	Iteration 29Q: 3 clusters Score -754815.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -754817.687500 Penalty: 2931.351318
	Iteration 30Q: 3 clusters Score -754817.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -754820.875000 Penalty: 2931.351318
	Iteration 31Q: 3 clusters Score -754820.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -754825.125000 Penalty: 2931.351318
	Iteration 32Q: 3 clusters Score -754825.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -754829.187500 Penalty: 2931.351318
	Iteration 33Q: 3 clusters Score -754829.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -754832.687500 Penalty: 2931.351318
	Iteration 34Q: 3 clusters Score -754832.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -754834.187500 Penalty: 2931.351318
	Iteration 35Q: 3 clusters Score -754834.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -754836.625000 Penalty: 2931.351318
	Iteration 36Q: 3 clusters Score -754836.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -754839.437500 Penalty: 2931.351318
	Iteration 37Q: 3 clusters Score -754839.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -754839.375000 Penalty: 2931.351318
	Iteration 38Q: 3 clusters Score -754839.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -754840.000000 Penalty: 2931.351318
	Iteration 39Q: 3 clusters Score -754840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -754841.125000 Penalty: 2931.351318
	Iteration 40F: 3 clusters Score -754841.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -754841.250000 Penalty: 2931.351318
	Iteration 41Q: 3 clusters Score -754841.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -754841.500000 Penalty: 2931.351318
	Iteration 42Q: 3 clusters Score -754841.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -754841.500000 Penalty: 2931.351318
	Iteration 43F: 3 clusters Score -754841.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Entering Unmasked Estep 
Score: -1197175.250000 Penalty: 1537.933594
	Iteration 0F: 2 clusters Score -1197175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1188034.000000 Penalty: 3075.867188
	Iteration 0F: 3 clusters Score -1188034 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1191094.250000 Penalty: 3075.867188
	Iteration 1F: 3 clusters Score -1191094 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1191351.375000 Penalty: 3075.867188
	Iteration 2F: 3 clusters Score -1191351 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1191567.875000 Penalty: 3075.867188
	Iteration 3Q: 3 clusters Score -1191568 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1191770.250000 Penalty: 3075.867188
	Iteration 4Q: 3 clusters Score -1191770 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1192006.250000 Penalty: 3075.867188
	Iteration 5Q: 3 clusters Score -1192006 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1192287.750000 Penalty: 3075.867188
	Iteration 6Q: 3 clusters Score -1192288 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1192648.625000 Penalty: 3075.867188
	Iteration 7Q: 3 clusters Score -1192649 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1193073.750000 Penalty: 3075.867188
	Iteration 8Q: 3 clusters Score -1193074 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1193552.375000 Penalty: 3075.867188
	Iteration 9F: 3 clusters Score -1193552 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1194042.250000 Penalty: 3075.867188
	Iteration 10Q: 3 clusters Score -1194042 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1194496.750000 Penalty: 3075.867188
	Iteration 11Q: 3 clusters Score -1194497 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1194862.375000 Penalty: 3075.867188
	Iteration 12Q: 3 clusters Score -1194862 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1195160.875000 Penalty: 3075.867188
	Iteration 13Q: 3 clusters Score -1195161 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1195373.750000 Penalty: 3075.867188
	Iteration 14Q: 3 clusters Score -1195374 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1195518.500000 Penalty: 3075.867188
	Iteration 15Q: 3 clusters Score -1195518 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1195609.375000 Penalty: 3075.867188
	Iteration 16Q: 3 clusters Score -1195609 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1195663.500000 Penalty: 3075.867188
	Iteration 17Q: 3 clusters Score -1195664 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1195710.125000 Penalty: 3075.867188
	Iteration 18Q: 3 clusters Score -1195710 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1195745.375000 Penalty: 3075.867188
	Iteration 19Q: 3 clusters Score -1195745 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1195766.250000 Penalty: 3075.867188
	Iteration 20F: 3 clusters Score -1195766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1195780.375000 Penalty: 3075.867188
	Iteration 21Q: 3 clusters Score -1195780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1195795.875000 Penalty: 3075.867188
	Iteration 22Q: 3 clusters Score -1195796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1195803.500000 Penalty: 3075.867188
	Iteration 23Q: 3 clusters Score -1195804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1195811.625000 Penalty: 3075.867188
	Iteration 24Q: 3 clusters Score -1195812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1195822.250000 Penalty: 3075.867188
	Iteration 25Q: 3 clusters Score -1195822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1195838.000000 Penalty: 3075.867188
	Iteration 26Q: 3 clusters Score -1195838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1195843.625000 Penalty: 3075.867188
	Iteration 27Q: 3 clusters Score -1195844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1195846.250000 Penalty: 3075.867188
	Iteration 28Q: 3 clusters Score -1195846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1195848.375000 Penalty: 3075.867188
	Iteration 29Q: 3 clusters Score -1195848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1195849.125000 Penalty: 3075.867188
	Iteration 30Q: 3 clusters Score -1195849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1195849.125000 Penalty: 3075.867188
	Iteration 31F: 3 clusters Score -1195849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (120833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120833 members 
Entering Unmasked Estep 
Score: -11100427.000000 Penalty: 1901.601807
	Iteration 0F: 2 clusters Score -1.110043e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60273 members 
Mstep: Class 2 contains 60560 members 
Entering Unmasked Estep 
Score: -11019389.000000 Penalty: 3803.203613
	Iteration 0F: 3 clusters Score -1.101939e+07 nChanged 57841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57572 members 
Mstep: Class 2 contains 63261 members 
Entering Unmasked Estep 
Score: -11053147.000000 Penalty: 3803.203613
	Iteration 1F: 3 clusters Score -1.105315e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55723 members 
Mstep: Class 2 contains 65110 members 
Entering Unmasked Estep 
Score: -11054058.000000 Penalty: 3803.203613
	Iteration 2Q: 3 clusters Score -1.105406e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52832 members 
Mstep: Class 2 contains 68001 members 
Entering Unmasked Estep 
Score: -11055629.000000 Penalty: 3803.203613
	Iteration 3Q: 3 clusters Score -1.105563e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48592 members 
Mstep: Class 2 contains 72241 members 
Entering Unmasked Estep 
Score: -11058122.000000 Penalty: 3803.203613
	Iteration 4Q: 3 clusters Score -1.105812e+07 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42441 members 
Mstep: Class 2 contains 78392 members 
Entering Unmasked Estep 
Score: -11062346.000000 Penalty: 3803.203613
	Iteration 5F: 3 clusters Score -1.106235e+07 nChanged 8486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 86242 members 
Entering Unmasked Estep 
Score: -11068926.000000 Penalty: 3803.203613
	Iteration 6F: 3 clusters Score -1.106893e+07 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 94854 members 
Entering Unmasked Estep 
Score: -11077356.000000 Penalty: 3803.203613
	Iteration 7F: 3 clusters Score -1.107736e+07 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 102212 members 
Entering Unmasked Estep 
Score: -11084671.000000 Penalty: 3803.203613
	Iteration 8F: 3 clusters Score -1.108467e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 107241 members 
Entering Unmasked Estep 
Score: -11089674.000000 Penalty: 3803.203613
	Iteration 9Q: 3 clusters Score -1.108967e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 110517 members 
Entering Unmasked Estep 
Score: -11092587.000000 Penalty: 3803.203613
	Iteration 10Q: 3 clusters Score -1.109259e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 112837 members 
Entering Unmasked Estep 
Score: -11094288.000000 Penalty: 3803.203613
	Iteration 11Q: 3 clusters Score -1.109429e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 114581 members 
Entering Unmasked Estep 
Score: -11095459.000000 Penalty: 3803.203613
	Iteration 12Q: 3 clusters Score -1.109546e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 115952 members 
Entering Unmasked Estep 
Score: -11096219.000000 Penalty: 3803.203613
	Iteration 13Q: 3 clusters Score -1.109622e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 117015 members 
Entering Unmasked Estep 
Score: -11096851.000000 Penalty: 3803.203613
	Iteration 14Q: 3 clusters Score -1.109685e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 117862 members 
Entering Unmasked Estep 
Score: -11097359.000000 Penalty: 3803.203613
	Iteration 15Q: 3 clusters Score -1.109736e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 118538 members 
Entering Unmasked Estep 
Score: -11097782.000000 Penalty: 3803.203613
	Iteration 16Q: 3 clusters Score -1.109778e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 119028 members 
Entering Unmasked Estep 
Score: -11098054.000000 Penalty: 3803.203613
	Iteration 17Q: 3 clusters Score -1.109805e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 119359 members 
Entering Unmasked Estep 
Score: -11098201.000000 Penalty: 3803.203613
	Iteration 18Q: 3 clusters Score -1.10982e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 119614 members 
Entering Unmasked Estep 
Score: -11098376.000000 Penalty: 3803.203613
	Iteration 19Q: 3 clusters Score -1.109838e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 119792 members 
Entering Unmasked Estep 
Score: -11098472.000000 Penalty: 3803.203613
	Iteration 20F: 3 clusters Score -1.109847e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 119938 members 
Entering Unmasked Estep 
Score: -11098572.000000 Penalty: 3803.203613
	Iteration 21Q: 3 clusters Score -1.109857e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 120031 members 
Entering Unmasked Estep 
Score: -11098641.000000 Penalty: 3803.203613
	Iteration 22Q: 3 clusters Score -1.109864e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 120093 members 
Entering Unmasked Estep 
Score: -11098674.000000 Penalty: 3803.203613
	Iteration 23Q: 3 clusters Score -1.109867e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 120137 members 
Entering Unmasked Estep 
Score: -11098705.000000 Penalty: 3803.203613
	Iteration 24Q: 3 clusters Score -1.10987e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 120168 members 
Entering Unmasked Estep 
Score: -11098727.000000 Penalty: 3803.203613
	Iteration 25Q: 3 clusters Score -1.109873e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 120193 members 
Entering Unmasked Estep 
Score: -11098745.000000 Penalty: 3803.203613
	Iteration 26Q: 3 clusters Score -1.109874e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 120218 members 
Entering Unmasked Estep 
Score: -11098770.000000 Penalty: 3803.203613
	Iteration 27Q: 3 clusters Score -1.109877e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 120236 members 
Entering Unmasked Estep 
Score: -11098769.000000 Penalty: 3803.203613
	Iteration 28Q: 3 clusters Score -1.109877e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 120248 members 
Entering Unmasked Estep 
Score: -11098775.000000 Penalty: 3803.203613
	Iteration 29Q: 3 clusters Score -1.109878e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 120263 members 
Entering Unmasked Estep 
Score: -11098791.000000 Penalty: 3803.203613
	Iteration 30Q: 3 clusters Score -1.109879e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 120268 members 
Entering Unmasked Estep 
Score: -11098783.000000 Penalty: 3803.203613
	Iteration 31Q: 3 clusters Score -1.109878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 120273 members 
Entering Unmasked Estep 
Score: -11098784.000000 Penalty: 3803.203613
	Iteration 32Q: 3 clusters Score -1.109878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 120274 members 
Entering Unmasked Estep 
Score: -11098785.000000 Penalty: 3803.203613
	Iteration 33Q: 3 clusters Score -1.109878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 120278 members 
Entering Unmasked Estep 
Score: -11098780.000000 Penalty: 3803.203613
	Iteration 34Q: 3 clusters Score -1.109878e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 120286 members 
Entering Unmasked Estep 
Score: -11098785.000000 Penalty: 3803.203613
	Iteration 35Q: 3 clusters Score -1.109878e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 120294 members 
Entering Unmasked Estep 
Score: -11098782.000000 Penalty: 3803.203613
	Iteration 36Q: 3 clusters Score -1.109878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 120299 members 
Entering Unmasked Estep 
Score: -11098784.000000 Penalty: 3803.203613
	Iteration 37Q: 3 clusters Score -1.109878e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 120310 members 
Entering Unmasked Estep 
Score: -11098804.000000 Penalty: 3803.203613
	Iteration 38Q: 3 clusters Score -1.10988e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 120313 members 
Entering Unmasked Estep 
Score: -11098803.000000 Penalty: 3803.203613
	Iteration 39Q: 3 clusters Score -1.10988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 120314 members 
Entering Unmasked Estep 
Score: -11098802.000000 Penalty: 3803.203613
	Iteration 40F: 3 clusters Score -1.10988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 120317 members 
Entering Unmasked Estep 
Score: -11098802.000000 Penalty: 3803.203613
	Iteration 41Q: 3 clusters Score -1.10988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 120319 members 
Entering Unmasked Estep 
Score: -11098801.000000 Penalty: 3803.203613
	Iteration 42Q: 3 clusters Score -1.10988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 120320 members 
Entering Unmasked Estep 
Score: -11098803.000000 Penalty: 3803.203613
	Iteration 43Q: 3 clusters Score -1.10988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 120322 members 
Entering Unmasked Estep 
Score: -11098810.000000 Penalty: 3803.203613
	Iteration 44Q: 3 clusters Score -1.109881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 120326 members 
Entering Unmasked Estep 
Score: -11098807.000000 Penalty: 3803.203613
	Iteration 45Q: 3 clusters Score -1.109881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 120329 members 
Entering Unmasked Estep 
Score: -11098804.000000 Penalty: 3803.203613
	Iteration 46Q: 3 clusters Score -1.10988e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 120332 members 
Entering Unmasked Estep 
Score: -11098810.000000 Penalty: 3803.203613
	Iteration 47Q: 3 clusters Score -1.109881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 120335 members 
Entering Unmasked Estep 
Score: -11098807.000000 Penalty: 3803.203613
	Iteration 48Q: 3 clusters Score -1.109881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 120337 members 
Entering Unmasked Estep 
Score: -11098810.000000 Penalty: 3803.203613
	Iteration 49Q: 3 clusters Score -1.109881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 120338 members 
Entering Unmasked Estep 
Score: -11098810.000000 Penalty: 3803.203613
	Iteration 50Q: 3 clusters Score -1.109881e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 120338 members 
Entering Unmasked Estep 
Score: -11098810.000000 Penalty: 3803.203613
	Iteration 51F: 3 clusters Score -1.109881e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (54126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54126 members 
Entering Unmasked Estep 
Score: -4992349.500000 Penalty: 1771.098877
	Iteration 0F: 2 clusters Score -4992350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -4956161.500000 Penalty: 3542.197754
	Iteration 0F: 3 clusters Score -4956162 nChanged 25505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -4970441.500000 Penalty: 3542.197754
	Iteration 1F: 3 clusters Score -4970442 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -4970840.000000 Penalty: 3542.197754
	Iteration 2Q: 3 clusters Score -4970840 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -4971333.000000 Penalty: 3542.197754
	Iteration 3Q: 3 clusters Score -4971333 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -4971941.000000 Penalty: 3542.197754
	Iteration 4Q: 3 clusters Score -4971941 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -4972763.500000 Penalty: 3542.197754
	Iteration 5Q: 3 clusters Score -4972764 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -4974125.500000 Penalty: 3542.197754
	Iteration 6Q: 3 clusters Score -4974126 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -4976319.000000 Penalty: 3542.197754
	Iteration 7F: 3 clusters Score -4976319 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -4979528.000000 Penalty: 3542.197754
	Iteration 8F: 3 clusters Score -4979528 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -4983264.000000 Penalty: 3542.197754
	Iteration 9F: 3 clusters Score -4983264 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49696 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -4986685.000000 Penalty: 3542.197754
	Iteration 10F: 3 clusters Score -4986685 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52134 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -4989049.000000 Penalty: 3542.197754
	Iteration 11Q: 3 clusters Score -4989049 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53303 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4990167.000000 Penalty: 3542.197754
	Iteration 12Q: 3 clusters Score -4990167 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53711 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4990530.500000 Penalty: 3542.197754
	Iteration 13Q: 3 clusters Score -4990530 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53855 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4990684.000000 Penalty: 3542.197754
	Iteration 14Q: 3 clusters Score -4990684 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53893 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4990736.500000 Penalty: 3542.197754
	Iteration 15Q: 3 clusters Score -4990736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53911 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4990758.500000 Penalty: 3542.197754
	Iteration 16Q: 3 clusters Score -4990758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53913 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4990774.500000 Penalty: 3542.197754
	Iteration 17Q: 3 clusters Score -4990774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53915 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4990784.500000 Penalty: 3542.197754
	Iteration 18Q: 3 clusters Score -4990784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4990790.500000 Penalty: 3542.197754
	Iteration 19Q: 3 clusters Score -4990790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53924 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4990794.500000 Penalty: 3542.197754
	Iteration 20F: 3 clusters Score -4990794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53928 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4990809.000000 Penalty: 3542.197754
	Iteration 21Q: 3 clusters Score -4990809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53930 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -4990814.000000 Penalty: 3542.197754
	Iteration 22Q: 3 clusters Score -4990814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53931 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -4990813.000000 Penalty: 3542.197754
	Iteration 23Q: 3 clusters Score -4990813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53931 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -4990813.000000 Penalty: 3542.197754
	Iteration 24F: 3 clusters Score -4990813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (127906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127906 members 
Entering Unmasked Estep 
Score: -11641457.000000 Penalty: 1910.845825
	Iteration 0F: 2 clusters Score -1.164146e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63686 members 
Mstep: Class 2 contains 64220 members 
Entering Unmasked Estep 
Score: -11556060.000000 Penalty: 3821.691650
	Iteration 0F: 3 clusters Score -1.155606e+07 nChanged 61294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60078 members 
Mstep: Class 2 contains 67828 members 
Entering Unmasked Estep 
Score: -11591741.000000 Penalty: 3821.691650
	Iteration 1F: 3 clusters Score -1.159174e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57577 members 
Mstep: Class 2 contains 70329 members 
Entering Unmasked Estep 
Score: -11593093.000000 Penalty: 3821.691650
	Iteration 2Q: 3 clusters Score -1.159309e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53682 members 
Mstep: Class 2 contains 74224 members 
Entering Unmasked Estep 
Score: -11594965.000000 Penalty: 3821.691650
	Iteration 3Q: 3 clusters Score -1.159496e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47933 members 
Mstep: Class 2 contains 79973 members 
Entering Unmasked Estep 
Score: -11598115.000000 Penalty: 3821.691650
	Iteration 4Q: 3 clusters Score -1.159812e+07 nChanged 8332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 88107 members 
Entering Unmasked Estep 
Score: -11603393.000000 Penalty: 3821.691650
	Iteration 5F: 3 clusters Score -1.160339e+07 nChanged 10716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 98753 members 
Entering Unmasked Estep 
Score: -11611907.000000 Penalty: 3821.691650
	Iteration 6F: 3 clusters Score -1.161191e+07 nChanged 11592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 110335 members 
Entering Unmasked Estep 
Score: -11622795.000000 Penalty: 3821.691650
	Iteration 7F: 3 clusters Score -1.16228e+07 nChanged 9392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 119725 members 
Entering Unmasked Estep 
Score: -11632240.000000 Penalty: 3821.691650
	Iteration 8F: 3 clusters Score -1.163224e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 124886 members 
Entering Unmasked Estep 
Score: -11637189.000000 Penalty: 3821.691650
	Iteration 9Q: 3 clusters Score -1.163719e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 126789 members 
Entering Unmasked Estep 
Score: -11638906.000000 Penalty: 3821.691650
	Iteration 10Q: 3 clusters Score -1.163891e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 127395 members 
Entering Unmasked Estep 
Score: -11639493.000000 Penalty: 3821.691650
	Iteration 11Q: 3 clusters Score -1.163949e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 127572 members 
Entering Unmasked Estep 
Score: -11639698.000000 Penalty: 3821.691650
	Iteration 12Q: 3 clusters Score -1.16397e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 127617 members 
Entering Unmasked Estep 
Score: -11639787.000000 Penalty: 3821.691650
	Iteration 13Q: 3 clusters Score -1.163979e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 127642 members 
Entering Unmasked Estep 
Score: -11639829.000000 Penalty: 3821.691650
	Iteration 14Q: 3 clusters Score -1.163983e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 127661 members 
Entering Unmasked Estep 
Score: -11639849.000000 Penalty: 3821.691650
	Iteration 15Q: 3 clusters Score -1.163985e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 127659 members 
Entering Unmasked Estep 
Score: -11639853.000000 Penalty: 3821.691650
	Iteration 16Q: 3 clusters Score -1.163985e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 127659 members 
Entering Unmasked Estep 
Score: -11639863.000000 Penalty: 3821.691650
	Iteration 17Q: 3 clusters Score -1.163986e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 127663 members 
Entering Unmasked Estep 
Score: -11639875.000000 Penalty: 3821.691650
	Iteration 18Q: 3 clusters Score -1.163988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 127667 members 
Entering Unmasked Estep 
Score: -11639884.000000 Penalty: 3821.691650
	Iteration 19Q: 3 clusters Score -1.163988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 127671 members 
Entering Unmasked Estep 
Score: -11639894.000000 Penalty: 3821.691650
	Iteration 20F: 3 clusters Score -1.163989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 127672 members 
Entering Unmasked Estep 
Score: -11639894.000000 Penalty: 3821.691650
	Iteration 21Q: 3 clusters Score -1.163989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 127673 members 
Entering Unmasked Estep 
Score: -11639897.000000 Penalty: 3821.691650
	Iteration 22Q: 3 clusters Score -1.16399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 127674 members 
Entering Unmasked Estep 
Score: -11639894.000000 Penalty: 3821.691650
	Iteration 23Q: 3 clusters Score -1.163989e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 127674 members 
Entering Unmasked Estep 
Score: -11639894.000000 Penalty: 3821.691650
	Iteration 24F: 3 clusters Score -1.163989e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Entering Unmasked Estep 
Score: -3819613.250000 Penalty: 1729.927979
	Iteration 0F: 2 clusters Score -3819613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -3791548.750000 Penalty: 3459.855957
	Iteration 0F: 3 clusters Score -3791549 nChanged 19595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -3802700.250000 Penalty: 3459.855957
	Iteration 1F: 3 clusters Score -3802700 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -3803338.250000 Penalty: 3459.855957
	Iteration 2Q: 3 clusters Score -3803338 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -3804218.000000 Penalty: 3459.855957
	Iteration 3Q: 3 clusters Score -3804218 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -3805489.250000 Penalty: 3459.855957
	Iteration 4F: 3 clusters Score -3805489 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -3807146.250000 Penalty: 3459.855957
	Iteration 5F: 3 clusters Score -3807146 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -3808986.000000 Penalty: 3459.855957
	Iteration 6F: 3 clusters Score -3808986 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -3810646.250000 Penalty: 3459.855957
	Iteration 7F: 3 clusters Score -3810646 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -3811993.750000 Penalty: 3459.855957
	Iteration 8F: 3 clusters Score -3811994 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -3813138.000000 Penalty: 3459.855957
	Iteration 9Q: 3 clusters Score -3813138 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -3814130.750000 Penalty: 3459.855957
	Iteration 10Q: 3 clusters Score -3814131 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -3815064.750000 Penalty: 3459.855957
	Iteration 11Q: 3 clusters Score -3815065 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -3815833.000000 Penalty: 3459.855957
	Iteration 12Q: 3 clusters Score -3815833 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -3816405.250000 Penalty: 3459.855957
	Iteration 13Q: 3 clusters Score -3816405 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -3816801.000000 Penalty: 3459.855957
	Iteration 14Q: 3 clusters Score -3816801 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -3817060.750000 Penalty: 3459.855957
	Iteration 15Q: 3 clusters Score -3817061 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -3817258.000000 Penalty: 3459.855957
	Iteration 16Q: 3 clusters Score -3817258 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -3817480.750000 Penalty: 3459.855957
	Iteration 17Q: 3 clusters Score -3817481 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -3817661.750000 Penalty: 3459.855957
	Iteration 18Q: 3 clusters Score -3817662 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -3817855.750000 Penalty: 3459.855957
	Iteration 19Q: 3 clusters Score -3817856 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -3818031.750000 Penalty: 3459.855957
	Iteration 20F: 3 clusters Score -3818032 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -3818202.750000 Penalty: 3459.855957
	Iteration 21Q: 3 clusters Score -3818203 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -3818338.250000 Penalty: 3459.855957
	Iteration 22Q: 3 clusters Score -3818338 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -3818442.250000 Penalty: 3459.855957
	Iteration 23Q: 3 clusters Score -3818442 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -3818500.500000 Penalty: 3459.855957
	Iteration 24Q: 3 clusters Score -3818500 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -3818554.500000 Penalty: 3459.855957
	Iteration 25Q: 3 clusters Score -3818554 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -3818575.500000 Penalty: 3459.855957
	Iteration 26Q: 3 clusters Score -3818576 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 40155 members 
Entering Unmasked Estep 
Score: -3818591.750000 Penalty: 3459.855957
	Iteration 27Q: 3 clusters Score -3818592 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -3818607.500000 Penalty: 3459.855957
	Iteration 28Q: 3 clusters Score -3818608 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -3818612.750000 Penalty: 3459.855957
	Iteration 29Q: 3 clusters Score -3818613 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -3818627.000000 Penalty: 3459.855957
	Iteration 30Q: 3 clusters Score -3818627 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -3818632.500000 Penalty: 3459.855957
	Iteration 31Q: 3 clusters Score -3818632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -3818643.250000 Penalty: 3459.855957
	Iteration 32Q: 3 clusters Score -3818643 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -3818649.750000 Penalty: 3459.855957
	Iteration 33Q: 3 clusters Score -3818650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -3818659.750000 Penalty: 3459.855957
	Iteration 34Q: 3 clusters Score -3818660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -3818654.750000 Penalty: 3459.855957
	Iteration 35Q: 3 clusters Score -3818655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -3818665.000000 Penalty: 3459.855957
	Iteration 36Q: 3 clusters Score -3818665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -3818663.500000 Penalty: 3459.855957
	Iteration 37Q: 3 clusters Score -3818664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -3818668.500000 Penalty: 3459.855957
	Iteration 38Q: 3 clusters Score -3818668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -3818667.000000 Penalty: 3459.855957
	Iteration 39Q: 3 clusters Score -3818667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -3818670.250000 Penalty: 3459.855957
	Iteration 40F: 3 clusters Score -3818670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -3818666.000000 Penalty: 3459.855957
	Iteration 41Q: 3 clusters Score -3818666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -3818662.000000 Penalty: 3459.855957
	Iteration 42Q: 3 clusters Score -3818662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -3818662.000000 Penalty: 3459.855957
	Iteration 43Q: 3 clusters Score -3818662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -3818669.500000 Penalty: 3459.855957
	Iteration 44Q: 3 clusters Score -3818670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 40387 members 
Entering Unmasked Estep 
Score: -3818670.750000 Penalty: 3459.855957
	Iteration 45Q: 3 clusters Score -3818671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -3818671.500000 Penalty: 3459.855957
	Iteration 46Q: 3 clusters Score -3818672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -3818671.500000 Penalty: 3459.855957
	Iteration 47Q: 3 clusters Score -3818672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -3818671.500000 Penalty: 3459.855957
	Iteration 48F: 3 clusters Score -3818672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Entering Unmasked Estep 
Score: -115590.031250 Penalty: 1179.949097
	Iteration 0F: 2 clusters Score -115590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -113923.367188 Penalty: 2359.898193
	Iteration 0F: 3 clusters Score -113923.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -114342.296875 Penalty: 2359.898193
	Iteration 1F: 3 clusters Score -114342.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -114553.507812 Penalty: 2359.898193
	Iteration 2F: 3 clusters Score -114553.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -114772.429688 Penalty: 2359.898193
	Iteration 3F: 3 clusters Score -114772.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -115028.304688 Penalty: 2359.898193
	Iteration 4F: 3 clusters Score -115028.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -115277.695312 Penalty: 2359.898193
	Iteration 5F: 3 clusters Score -115277.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -115424.835938 Penalty: 2359.898193
	Iteration 6Q: 3 clusters Score -115424.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -115486.601562 Penalty: 2359.898193
	Iteration 7Q: 3 clusters Score -115486.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -115523.578125 Penalty: 2359.898193
	Iteration 8Q: 3 clusters Score -115523.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -115538.968750 Penalty: 2359.898193
	Iteration 9Q: 3 clusters Score -115539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -115561.007812 Penalty: 2359.898193
	Iteration 10Q: 3 clusters Score -115561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -115581.507812 Penalty: 2359.898193
	Iteration 11Q: 3 clusters Score -115581.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -115599.398438 Penalty: 2359.898193
	Iteration 12Q: 3 clusters Score -115599.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -115609.304688 Penalty: 2359.898193
	Iteration 13Q: 3 clusters Score -115609.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -115610.320312 Penalty: 2359.898193
	Iteration 14Q: 3 clusters Score -115610.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -115611.750000 Penalty: 2359.898193
	Iteration 15Q: 3 clusters Score -115611.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -115613.046875 Penalty: 2359.898193
	Iteration 16Q: 3 clusters Score -115613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -115613.046875 Penalty: 2359.898193
	Iteration 17F: 3 clusters Score -115613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59884 members 
Mstep: Class 2 contains 20988 members 
Mstep: Class 3 contains 6329 members 
Mstep: Class 4 contains 18430 members 
Mstep: Class 5 contains 21905 members 
Mstep: Class 6 contains 51331 members 
Mstep: Class 7 contains 5482 members 
Mstep: Class 8 contains 63899 members 
Mstep: Class 9 contains 10087 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 12890 members 
Mstep: Class 13 contains 120833 members 
Mstep: Class 14 contains 54126 members 
Mstep: Class 15 contains 127906 members 
Mstep: Class 16 contains 42012 members 
Mstep: Class 17 contains 623 members 
Mstep: Class 18 contains 10327 members 
Mstep: Class 19 contains 9815 members 
Mstep: Class 20 contains 1664 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1200 members 
Mstep: Class 23 contains 3372 members 
Mstep: Class 24 contains 1833 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2896 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 123792 members 
Mstep: Class 29 contains 15782 members 
Mstep: Class 30 contains 1271 members 
Mstep: Class 31 contains 7854 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3214 members 
Mstep: Class 34 contains 1159 members 
Mstep: Class 35 contains 5691 members 
Mstep: Class 36 contains 3722 members 
Mstep: Class 37 contains 2168 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 109055 members 
Mstep: Class 43 contains 4940 members 
Mstep: Class 44 contains 2926 members 
Mstep: Class 45 contains 5690 members 
Mstep: Class 46 contains 801 members 
Entering Unmasked Estep 
Score: -84449016.000000 Penalty: 102952.773438
Splitting cluster 17 changes total score from -84450024.000000 to -84449016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (10327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Entering Unmasked Estep 
Score: -962652.062500 Penalty: 1501.909058
	Iteration 0F: 2 clusters Score -962652.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -955281.687500 Penalty: 3003.818115
	Iteration 0F: 3 clusters Score -955281.7 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -957599.437500 Penalty: 3003.818115
	Iteration 1F: 3 clusters Score -957599.4 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -957794.437500 Penalty: 3003.818115
	Iteration 2F: 3 clusters Score -957794.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -957952.875000 Penalty: 3003.818115
	Iteration 3Q: 3 clusters Score -957952.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -958084.750000 Penalty: 3003.818115
	Iteration 4Q: 3 clusters Score -958084.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -958231.937500 Penalty: 3003.818115
	Iteration 5Q: 3 clusters Score -958231.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -958392.562500 Penalty: 3003.818115
	Iteration 6Q: 3 clusters Score -958392.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -958565.750000 Penalty: 3003.818115
	Iteration 7Q: 3 clusters Score -958565.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -958748.750000 Penalty: 3003.818115
	Iteration 8Q: 3 clusters Score -958748.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -958918.437500 Penalty: 3003.818115
	Iteration 9Q: 3 clusters Score -958918.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -959131.562500 Penalty: 3003.818115
	Iteration 10Q: 3 clusters Score -959131.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -959379.750000 Penalty: 3003.818115
	Iteration 11Q: 3 clusters Score -959379.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -959646.375000 Penalty: 3003.818115
	Iteration 12Q: 3 clusters Score -959646.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -959928.937500 Penalty: 3003.818115
	Iteration 13Q: 3 clusters Score -959928.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -960162.250000 Penalty: 3003.818115
	Iteration 14Q: 3 clusters Score -960162.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -960368.562500 Penalty: 3003.818115
	Iteration 15Q: 3 clusters Score -960368.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -960555.625000 Penalty: 3003.818115
	Iteration 16Q: 3 clusters Score -960555.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -960716.062500 Penalty: 3003.818115
	Iteration 17Q: 3 clusters Score -960716.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -960848.625000 Penalty: 3003.818115
	Iteration 18Q: 3 clusters Score -960848.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -960949.875000 Penalty: 3003.818115
	Iteration 19Q: 3 clusters Score -960949.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -961031.937500 Penalty: 3003.818115
	Iteration 20F: 3 clusters Score -961031.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -961100.500000 Penalty: 3003.818115
	Iteration 21Q: 3 clusters Score -961100.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -961159.875000 Penalty: 3003.818115
	Iteration 22Q: 3 clusters Score -961159.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -961199.312500 Penalty: 3003.818115
	Iteration 23Q: 3 clusters Score -961199.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -961229.875000 Penalty: 3003.818115
	Iteration 24Q: 3 clusters Score -961229.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -961256.375000 Penalty: 3003.818115
	Iteration 25Q: 3 clusters Score -961256.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -961279.312500 Penalty: 3003.818115
	Iteration 26Q: 3 clusters Score -961279.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -961307.750000 Penalty: 3003.818115
	Iteration 27Q: 3 clusters Score -961307.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -961324.812500 Penalty: 3003.818115
	Iteration 28Q: 3 clusters Score -961324.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -961341.687500 Penalty: 3003.818115
	Iteration 29Q: 3 clusters Score -961341.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -961347.187500 Penalty: 3003.818115
	Iteration 30Q: 3 clusters Score -961347.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -961351.750000 Penalty: 3003.818115
	Iteration 31Q: 3 clusters Score -961351.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -961354.437500 Penalty: 3003.818115
	Iteration 32Q: 3 clusters Score -961354.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -961363.562500 Penalty: 3003.818115
	Iteration 33Q: 3 clusters Score -961363.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -961367.375000 Penalty: 3003.818115
	Iteration 34Q: 3 clusters Score -961367.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -961368.750000 Penalty: 3003.818115
	Iteration 35Q: 3 clusters Score -961368.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -961369.250000 Penalty: 3003.818115
	Iteration 36Q: 3 clusters Score -961369.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -961371.000000 Penalty: 3003.818115
	Iteration 37Q: 3 clusters Score -961371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -961371.000000 Penalty: 3003.818115
	Iteration 38F: 3 clusters Score -961371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Entering Unmasked Estep 
Score: -905193.625000 Penalty: 1493.645996
	Iteration 0F: 2 clusters Score -905193.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -898177.250000 Penalty: 2987.291992
	Iteration 0F: 3 clusters Score -898177.2 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -900383.437500 Penalty: 2987.291992
	Iteration 1F: 3 clusters Score -900383.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -900615.625000 Penalty: 2987.291992
	Iteration 2F: 3 clusters Score -900615.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -900830.312500 Penalty: 2987.291992
	Iteration 3Q: 3 clusters Score -900830.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -901021.500000 Penalty: 2987.291992
	Iteration 4Q: 3 clusters Score -901021.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -901201.750000 Penalty: 2987.291992
	Iteration 5Q: 3 clusters Score -901201.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -901399.625000 Penalty: 2987.291992
	Iteration 6Q: 3 clusters Score -901399.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -901646.687500 Penalty: 2987.291992
	Iteration 7Q: 3 clusters Score -901646.7 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -901906.500000 Penalty: 2987.291992
	Iteration 8Q: 3 clusters Score -901906.5 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -902158.062500 Penalty: 2987.291992
	Iteration 9Q: 3 clusters Score -902158.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -902391.500000 Penalty: 2987.291992
	Iteration 10Q: 3 clusters Score -902391.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -902637.375000 Penalty: 2987.291992
	Iteration 11Q: 3 clusters Score -902637.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -902840.375000 Penalty: 2987.291992
	Iteration 12Q: 3 clusters Score -902840.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -903013.125000 Penalty: 2987.291992
	Iteration 13Q: 3 clusters Score -903013.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -903165.125000 Penalty: 2987.291992
	Iteration 14Q: 3 clusters Score -903165.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -903273.750000 Penalty: 2987.291992
	Iteration 15Q: 3 clusters Score -903273.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -903356.000000 Penalty: 2987.291992
	Iteration 16Q: 3 clusters Score -903356 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -903433.750000 Penalty: 2987.291992
	Iteration 17Q: 3 clusters Score -903433.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -903482.625000 Penalty: 2987.291992
	Iteration 18Q: 3 clusters Score -903482.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -903525.562500 Penalty: 2987.291992
	Iteration 19Q: 3 clusters Score -903525.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -903561.937500 Penalty: 2987.291992
	Iteration 20F: 3 clusters Score -903561.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -903612.250000 Penalty: 2987.291992
	Iteration 21Q: 3 clusters Score -903612.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -903654.000000 Penalty: 2987.291992
	Iteration 22Q: 3 clusters Score -903654 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -903681.562500 Penalty: 2987.291992
	Iteration 23Q: 3 clusters Score -903681.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -903707.625000 Penalty: 2987.291992
	Iteration 24Q: 3 clusters Score -903707.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -903733.687500 Penalty: 2987.291992
	Iteration 25Q: 3 clusters Score -903733.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -903754.250000 Penalty: 2987.291992
	Iteration 26Q: 3 clusters Score -903754.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -903773.562500 Penalty: 2987.291992
	Iteration 27Q: 3 clusters Score -903773.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -903783.687500 Penalty: 2987.291992
	Iteration 28Q: 3 clusters Score -903783.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -903797.062500 Penalty: 2987.291992
	Iteration 29Q: 3 clusters Score -903797.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -903808.625000 Penalty: 2987.291992
	Iteration 30Q: 3 clusters Score -903808.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -903813.562500 Penalty: 2987.291992
	Iteration 31Q: 3 clusters Score -903813.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -903819.187500 Penalty: 2987.291992
	Iteration 32Q: 3 clusters Score -903819.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -903821.312500 Penalty: 2987.291992
	Iteration 33Q: 3 clusters Score -903821.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -903821.562500 Penalty: 2987.291992
	Iteration 34Q: 3 clusters Score -903821.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -903826.375000 Penalty: 2987.291992
	Iteration 35Q: 3 clusters Score -903826.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -903825.437500 Penalty: 2987.291992
	Iteration 36Q: 3 clusters Score -903825.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -903827.312500 Penalty: 2987.291992
	Iteration 37Q: 3 clusters Score -903827.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -903828.625000 Penalty: 2987.291992
	Iteration 38Q: 3 clusters Score -903828.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -903829.312500 Penalty: 2987.291992
	Iteration 39Q: 3 clusters Score -903829.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -903831.437500 Penalty: 2987.291992
	Iteration 40F: 3 clusters Score -903831.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Entering Unmasked Estep 
Score: -141780.890625 Penalty: 1205.259155
	Iteration 0F: 2 clusters Score -141780.9 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 807 members 
Entering Unmasked Estep 
Score: -139900.515625 Penalty: 2410.518311
	Iteration 0F: 3 clusters Score -139900.5 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -140351.828125 Penalty: 2410.518311
	Iteration 1F: 3 clusters Score -140351.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -140505.234375 Penalty: 2410.518311
	Iteration 2F: 3 clusters Score -140505.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -140606.921875 Penalty: 2410.518311
	Iteration 3F: 3 clusters Score -140606.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -140702.953125 Penalty: 2410.518311
	Iteration 4Q: 3 clusters Score -140703 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -140766.500000 Penalty: 2410.518311
	Iteration 5Q: 3 clusters Score -140766.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -140800.000000 Penalty: 2410.518311
	Iteration 6Q: 3 clusters Score -140800 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -140839.000000 Penalty: 2410.518311
	Iteration 7Q: 3 clusters Score -140839 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -140860.828125 Penalty: 2410.518311
	Iteration 8Q: 3 clusters Score -140860.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -140896.000000 Penalty: 2410.518311
	Iteration 9Q: 3 clusters Score -140896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -140922.156250 Penalty: 2410.518311
	Iteration 10Q: 3 clusters Score -140922.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -140941.921875 Penalty: 2410.518311
	Iteration 11Q: 3 clusters Score -140941.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -140960.171875 Penalty: 2410.518311
	Iteration 12Q: 3 clusters Score -140960.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -140984.890625 Penalty: 2410.518311
	Iteration 13Q: 3 clusters Score -140984.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -141001.046875 Penalty: 2410.518311
	Iteration 14Q: 3 clusters Score -141001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -141014.250000 Penalty: 2410.518311
	Iteration 15Q: 3 clusters Score -141014.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -141031.171875 Penalty: 2410.518311
	Iteration 16Q: 3 clusters Score -141031.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -141046.140625 Penalty: 2410.518311
	Iteration 17Q: 3 clusters Score -141046.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -141056.593750 Penalty: 2410.518311
	Iteration 18Q: 3 clusters Score -141056.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -141063.437500 Penalty: 2410.518311
	Iteration 19Q: 3 clusters Score -141063.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -141072.109375 Penalty: 2410.518311
	Iteration 20F: 3 clusters Score -141072.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -141075.937500 Penalty: 2410.518311
	Iteration 21Q: 3 clusters Score -141075.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -141081.546875 Penalty: 2410.518311
	Iteration 22Q: 3 clusters Score -141081.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -141082.187500 Penalty: 2410.518311
	Iteration 23Q: 3 clusters Score -141082.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -141083.000000 Penalty: 2410.518311
	Iteration 24Q: 3 clusters Score -141083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -141083.000000 Penalty: 2410.518311
	Iteration 25F: 3 clusters Score -141083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Entering Unmasked Estep 
Score: -170451.453125 Penalty: 1230.949219
	Iteration 0F: 2 clusters Score -170451.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -168386.078125 Penalty: 2461.898438
	Iteration 0F: 3 clusters Score -168386.1 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -168821.406250 Penalty: 2461.898438
	Iteration 1F: 3 clusters Score -168821.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -168936.734375 Penalty: 2461.898438
	Iteration 2F: 3 clusters Score -168936.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -169019.171875 Penalty: 2461.898438
	Iteration 3Q: 3 clusters Score -169019.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -169077.359375 Penalty: 2461.898438
	Iteration 4Q: 3 clusters Score -169077.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -169114.656250 Penalty: 2461.898438
	Iteration 5Q: 3 clusters Score -169114.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -169153.015625 Penalty: 2461.898438
	Iteration 6Q: 3 clusters Score -169153 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -169181.531250 Penalty: 2461.898438
	Iteration 7Q: 3 clusters Score -169181.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -169204.328125 Penalty: 2461.898438
	Iteration 8Q: 3 clusters Score -169204.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -169229.531250 Penalty: 2461.898438
	Iteration 9Q: 3 clusters Score -169229.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -169270.187500 Penalty: 2461.898438
	Iteration 10Q: 3 clusters Score -169270.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -169302.234375 Penalty: 2461.898438
	Iteration 11Q: 3 clusters Score -169302.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -169323.218750 Penalty: 2461.898438
	Iteration 12Q: 3 clusters Score -169323.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -169337.390625 Penalty: 2461.898438
	Iteration 13Q: 3 clusters Score -169337.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -169345.453125 Penalty: 2461.898438
	Iteration 14Q: 3 clusters Score -169345.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -169351.984375 Penalty: 2461.898438
	Iteration 15Q: 3 clusters Score -169352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -169366.015625 Penalty: 2461.898438
	Iteration 16Q: 3 clusters Score -169366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -169378.250000 Penalty: 2461.898438
	Iteration 17Q: 3 clusters Score -169378.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -169388.031250 Penalty: 2461.898438
	Iteration 18Q: 3 clusters Score -169388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -169403.406250 Penalty: 2461.898438
	Iteration 19Q: 3 clusters Score -169403.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -169418.031250 Penalty: 2461.898438
	Iteration 20F: 3 clusters Score -169418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -169433.812500 Penalty: 2461.898438
	Iteration 21Q: 3 clusters Score -169433.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -169449.296875 Penalty: 2461.898438
	Iteration 22Q: 3 clusters Score -169449.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -169462.453125 Penalty: 2461.898438
	Iteration 23Q: 3 clusters Score -169462.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -169473.984375 Penalty: 2461.898438
	Iteration 24Q: 3 clusters Score -169474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -169484.390625 Penalty: 2461.898438
	Iteration 25Q: 3 clusters Score -169484.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -169490.468750 Penalty: 2461.898438
	Iteration 26Q: 3 clusters Score -169490.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -169494.578125 Penalty: 2461.898438
	Iteration 27Q: 3 clusters Score -169494.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -169500.484375 Penalty: 2461.898438
	Iteration 28Q: 3 clusters Score -169500.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -169504.437500 Penalty: 2461.898438
	Iteration 29Q: 3 clusters Score -169504.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -169509.125000 Penalty: 2461.898438
	Iteration 30Q: 3 clusters Score -169509.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -169518.046875 Penalty: 2461.898438
	Iteration 31Q: 3 clusters Score -169518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -169534.328125 Penalty: 2461.898438
	Iteration 32Q: 3 clusters Score -169534.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -169550.140625 Penalty: 2461.898438
	Iteration 33Q: 3 clusters Score -169550.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -169571.328125 Penalty: 2461.898438
	Iteration 34Q: 3 clusters Score -169571.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -169594.359375 Penalty: 2461.898438
	Iteration 35Q: 3 clusters Score -169594.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -169622.312500 Penalty: 2461.898438
	Iteration 36Q: 3 clusters Score -169622.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -169643.531250 Penalty: 2461.898438
	Iteration 37Q: 3 clusters Score -169643.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -169661.812500 Penalty: 2461.898438
	Iteration 38Q: 3 clusters Score -169661.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -169687.421875 Penalty: 2461.898438
	Iteration 39Q: 3 clusters Score -169687.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -169712.265625 Penalty: 2461.898438
	Iteration 40F: 3 clusters Score -169712.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -169729.703125 Penalty: 2461.898438
	Iteration 41Q: 3 clusters Score -169729.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -169741.296875 Penalty: 2461.898438
	Iteration 42Q: 3 clusters Score -169741.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -169749.781250 Penalty: 2461.898438
	Iteration 43Q: 3 clusters Score -169749.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -169760.265625 Penalty: 2461.898438
	Iteration 44Q: 3 clusters Score -169760.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -169772.000000 Penalty: 2461.898438
	Iteration 45Q: 3 clusters Score -169772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -169780.703125 Penalty: 2461.898438
	Iteration 46Q: 3 clusters Score -169780.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -169786.218750 Penalty: 2461.898438
	Iteration 47Q: 3 clusters Score -169786.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -169788.312500 Penalty: 2461.898438
	Iteration 48Q: 3 clusters Score -169788.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -169789.578125 Penalty: 2461.898438
	Iteration 49Q: 3 clusters Score -169789.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -169792.078125 Penalty: 2461.898438
	Iteration 50Q: 3 clusters Score -169792.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -169794.156250 Penalty: 2461.898438
	Iteration 51Q: 3 clusters Score -169794.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -169797.156250 Penalty: 2461.898438
	Iteration 52Q: 3 clusters Score -169797.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -169798.437500 Penalty: 2461.898438
	Iteration 53Q: 3 clusters Score -169798.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -169799.250000 Penalty: 2461.898438
	Iteration 54Q: 3 clusters Score -169799.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -169799.250000 Penalty: 2461.898438
	Iteration 55F: 3 clusters Score -169799.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Entering Unmasked Estep 
Score: -105356.359375 Penalty: 1152.137451
	Iteration 0F: 2 clusters Score -105356.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -103769.578125 Penalty: 2304.274902
	Iteration 0F: 3 clusters Score -103769.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -104039.843750 Penalty: 2304.274902
	Iteration 1F: 3 clusters Score -104039.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -104118.773438 Penalty: 2304.274902
	Iteration 2F: 3 clusters Score -104118.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -104157.554688 Penalty: 2304.274902
	Iteration 3Q: 3 clusters Score -104157.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -104179.757812 Penalty: 2304.274902
	Iteration 4Q: 3 clusters Score -104179.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -104195.750000 Penalty: 2304.274902
	Iteration 5Q: 3 clusters Score -104195.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -104211.781250 Penalty: 2304.274902
	Iteration 6Q: 3 clusters Score -104211.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -104229.757812 Penalty: 2304.274902
	Iteration 7Q: 3 clusters Score -104229.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -104245.187500 Penalty: 2304.274902
	Iteration 8Q: 3 clusters Score -104245.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -104258.781250 Penalty: 2304.274902
	Iteration 9Q: 3 clusters Score -104258.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -104275.648438 Penalty: 2304.274902
	Iteration 10Q: 3 clusters Score -104275.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -104290.250000 Penalty: 2304.274902
	Iteration 11Q: 3 clusters Score -104290.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -104312.546875 Penalty: 2304.274902
	Iteration 12Q: 3 clusters Score -104312.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -104324.085938 Penalty: 2304.274902
	Iteration 13Q: 3 clusters Score -104324.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -104339.593750 Penalty: 2304.274902
	Iteration 14Q: 3 clusters Score -104339.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -104352.601562 Penalty: 2304.274902
	Iteration 15Q: 3 clusters Score -104352.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -104362.375000 Penalty: 2304.274902
	Iteration 16Q: 3 clusters Score -104362.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -104374.875000 Penalty: 2304.274902
	Iteration 17Q: 3 clusters Score -104374.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -104386.523438 Penalty: 2304.274902
	Iteration 18Q: 3 clusters Score -104386.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -104391.335938 Penalty: 2304.274902
	Iteration 19Q: 3 clusters Score -104391.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -104401.484375 Penalty: 2304.274902
	Iteration 20F: 3 clusters Score -104401.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -104415.960938 Penalty: 2304.274902
	Iteration 21Q: 3 clusters Score -104416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -104430.570312 Penalty: 2304.274902
	Iteration 22Q: 3 clusters Score -104430.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -104442.414062 Penalty: 2304.274902
	Iteration 23Q: 3 clusters Score -104442.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -104452.843750 Penalty: 2304.274902
	Iteration 24Q: 3 clusters Score -104452.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -104470.125000 Penalty: 2304.274902
	Iteration 25Q: 3 clusters Score -104470.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -104500.156250 Penalty: 2304.274902
	Iteration 26Q: 3 clusters Score -104500.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -104550.921875 Penalty: 2304.274902
	Iteration 27Q: 3 clusters Score -104550.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -104608.421875 Penalty: 2304.274902
	Iteration 28Q: 3 clusters Score -104608.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -104648.093750 Penalty: 2304.274902
	Iteration 29Q: 3 clusters Score -104648.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -104690.421875 Penalty: 2304.274902
	Iteration 30Q: 3 clusters Score -104690.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -104710.640625 Penalty: 2304.274902
	Iteration 31Q: 3 clusters Score -104710.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -104724.578125 Penalty: 2304.274902
	Iteration 32Q: 3 clusters Score -104724.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -104732.531250 Penalty: 2304.274902
	Iteration 33Q: 3 clusters Score -104732.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -104739.398438 Penalty: 2304.274902
	Iteration 34Q: 3 clusters Score -104739.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -104751.523438 Penalty: 2304.274902
	Iteration 35Q: 3 clusters Score -104751.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -104753.648438 Penalty: 2304.274902
	Iteration 36Q: 3 clusters Score -104753.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -104755.070312 Penalty: 2304.274902
	Iteration 37Q: 3 clusters Score -104755.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -104756.960938 Penalty: 2304.274902
	Iteration 38Q: 3 clusters Score -104757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -104756.960938 Penalty: 2304.274902
	Iteration 39F: 3 clusters Score -104757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Entering Unmasked Estep 
Score: -290031.093750 Penalty: 1320.030029
	Iteration 0F: 2 clusters Score -290031.1 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 1674 members 
Entering Unmasked Estep 
Score: -287093.968750 Penalty: 2640.060059
	Iteration 0F: 3 clusters Score -287094 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -287889.781250 Penalty: 2640.060059
	Iteration 1F: 3 clusters Score -287889.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -288116.468750 Penalty: 2640.060059
	Iteration 2F: 3 clusters Score -288116.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -288286.750000 Penalty: 2640.060059
	Iteration 3F: 3 clusters Score -288286.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -288436.500000 Penalty: 2640.060059
	Iteration 4F: 3 clusters Score -288436.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -288554.312500 Penalty: 2640.060059
	Iteration 5Q: 3 clusters Score -288554.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -288657.468750 Penalty: 2640.060059
	Iteration 6Q: 3 clusters Score -288657.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -288762.750000 Penalty: 2640.060059
	Iteration 7Q: 3 clusters Score -288762.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -288849.156250 Penalty: 2640.060059
	Iteration 8Q: 3 clusters Score -288849.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -288920.281250 Penalty: 2640.060059
	Iteration 9Q: 3 clusters Score -288920.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -288967.281250 Penalty: 2640.060059
	Iteration 10Q: 3 clusters Score -288967.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -288993.375000 Penalty: 2640.060059
	Iteration 11Q: 3 clusters Score -288993.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -289019.125000 Penalty: 2640.060059
	Iteration 12Q: 3 clusters Score -289019.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -289039.437500 Penalty: 2640.060059
	Iteration 13Q: 3 clusters Score -289039.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -289052.843750 Penalty: 2640.060059
	Iteration 14Q: 3 clusters Score -289052.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -289064.687500 Penalty: 2640.060059
	Iteration 15Q: 3 clusters Score -289064.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -289074.031250 Penalty: 2640.060059
	Iteration 16Q: 3 clusters Score -289074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -289079.937500 Penalty: 2640.060059
	Iteration 17Q: 3 clusters Score -289079.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -289087.125000 Penalty: 2640.060059
	Iteration 18Q: 3 clusters Score -289087.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -289094.531250 Penalty: 2640.060059
	Iteration 19Q: 3 clusters Score -289094.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -289099.093750 Penalty: 2640.060059
	Iteration 20F: 3 clusters Score -289099.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -289102.406250 Penalty: 2640.060059
	Iteration 21Q: 3 clusters Score -289102.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -289105.187500 Penalty: 2640.060059
	Iteration 22Q: 3 clusters Score -289105.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -289108.375000 Penalty: 2640.060059
	Iteration 23Q: 3 clusters Score -289108.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -289111.125000 Penalty: 2640.060059
	Iteration 24Q: 3 clusters Score -289111.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -289112.906250 Penalty: 2640.060059
	Iteration 25Q: 3 clusters Score -289112.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -289116.343750 Penalty: 2640.060059
	Iteration 26Q: 3 clusters Score -289116.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -289118.562500 Penalty: 2640.060059
	Iteration 27Q: 3 clusters Score -289118.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -289122.468750 Penalty: 2640.060059
	Iteration 28Q: 3 clusters Score -289122.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -289127.437500 Penalty: 2640.060059
	Iteration 29Q: 3 clusters Score -289127.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -289131.937500 Penalty: 2640.060059
	Iteration 30Q: 3 clusters Score -289131.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -289137.437500 Penalty: 2640.060059
	Iteration 31Q: 3 clusters Score -289137.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -289141.718750 Penalty: 2640.060059
	Iteration 32Q: 3 clusters Score -289141.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -289146.031250 Penalty: 2640.060059
	Iteration 33Q: 3 clusters Score -289146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -289151.562500 Penalty: 2640.060059
	Iteration 34Q: 3 clusters Score -289151.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -289154.718750 Penalty: 2640.060059
	Iteration 35Q: 3 clusters Score -289154.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -289157.781250 Penalty: 2640.060059
	Iteration 36Q: 3 clusters Score -289157.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -289159.000000 Penalty: 2640.060059
	Iteration 37Q: 3 clusters Score -289159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -289161.375000 Penalty: 2640.060059
	Iteration 38Q: 3 clusters Score -289161.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -289162.125000 Penalty: 2640.060059
	Iteration 39Q: 3 clusters Score -289162.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -289161.906250 Penalty: 2640.060059
	Iteration 40F: 3 clusters Score -289161.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Entering Unmasked Estep 
Score: -130885.343750 Penalty: 1220.977783
	Iteration 0F: 2 clusters Score -130885.3 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 911 members 
Entering Unmasked Estep 
Score: -129031.468750 Penalty: 2441.955566
	Iteration 0F: 3 clusters Score -129031.5 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -129711.625000 Penalty: 2441.955566
	Iteration 1F: 3 clusters Score -129711.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -129957.500000 Penalty: 2441.955566
	Iteration 2F: 3 clusters Score -129957.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -130184.187500 Penalty: 2441.955566
	Iteration 3F: 3 clusters Score -130184.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -130364.101562 Penalty: 2441.955566
	Iteration 4F: 3 clusters Score -130364.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -130453.562500 Penalty: 2441.955566
	Iteration 5Q: 3 clusters Score -130453.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -130496.242188 Penalty: 2441.955566
	Iteration 6Q: 3 clusters Score -130496.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -130529.296875 Penalty: 2441.955566
	Iteration 7Q: 3 clusters Score -130529.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -130552.460938 Penalty: 2441.955566
	Iteration 8Q: 3 clusters Score -130552.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -130566.593750 Penalty: 2441.955566
	Iteration 9Q: 3 clusters Score -130566.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -130572.460938 Penalty: 2441.955566
	Iteration 10Q: 3 clusters Score -130572.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -130575.929688 Penalty: 2441.955566
	Iteration 11Q: 3 clusters Score -130575.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -130579.617188 Penalty: 2441.955566
	Iteration 12Q: 3 clusters Score -130579.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -130582.328125 Penalty: 2441.955566
	Iteration 13Q: 3 clusters Score -130582.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -130584.187500 Penalty: 2441.955566
	Iteration 14Q: 3 clusters Score -130584.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -130584.679688 Penalty: 2441.955566
	Iteration 15Q: 3 clusters Score -130584.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -130584.898438 Penalty: 2441.955566
	Iteration 16Q: 3 clusters Score -130584.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -130584.898438 Penalty: 2441.955566
	Iteration 17F: 3 clusters Score -130584.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Entering Unmasked Estep 
Score: -195328.031250 Penalty: 1257.433472
	Iteration 0F: 2 clusters Score -195328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -193047.031250 Penalty: 2514.866943
	Iteration 0F: 3 clusters Score -193047 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -193530.703125 Penalty: 2514.866943
	Iteration 1F: 3 clusters Score -193530.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -193648.531250 Penalty: 2514.866943
	Iteration 2F: 3 clusters Score -193648.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -193751.375000 Penalty: 2514.866943
	Iteration 3Q: 3 clusters Score -193751.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -193845.593750 Penalty: 2514.866943
	Iteration 4Q: 3 clusters Score -193845.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -193927.140625 Penalty: 2514.866943
	Iteration 5Q: 3 clusters Score -193927.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -193984.296875 Penalty: 2514.866943
	Iteration 6Q: 3 clusters Score -193984.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -194039.578125 Penalty: 2514.866943
	Iteration 7Q: 3 clusters Score -194039.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -194078.125000 Penalty: 2514.866943
	Iteration 8Q: 3 clusters Score -194078.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -194101.765625 Penalty: 2514.866943
	Iteration 9Q: 3 clusters Score -194101.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -194126.765625 Penalty: 2514.866943
	Iteration 10Q: 3 clusters Score -194126.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -194145.093750 Penalty: 2514.866943
	Iteration 11Q: 3 clusters Score -194145.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -194165.671875 Penalty: 2514.866943
	Iteration 12Q: 3 clusters Score -194165.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -194185.921875 Penalty: 2514.866943
	Iteration 13Q: 3 clusters Score -194185.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -194210.625000 Penalty: 2514.866943
	Iteration 14Q: 3 clusters Score -194210.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -194229.781250 Penalty: 2514.866943
	Iteration 15Q: 3 clusters Score -194229.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -194248.390625 Penalty: 2514.866943
	Iteration 16Q: 3 clusters Score -194248.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -194262.843750 Penalty: 2514.866943
	Iteration 17Q: 3 clusters Score -194262.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -194271.500000 Penalty: 2514.866943
	Iteration 18Q: 3 clusters Score -194271.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -194278.203125 Penalty: 2514.866943
	Iteration 19Q: 3 clusters Score -194278.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -194281.796875 Penalty: 2514.866943
	Iteration 20F: 3 clusters Score -194281.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -194284.390625 Penalty: 2514.866943
	Iteration 21Q: 3 clusters Score -194284.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -194284.859375 Penalty: 2514.866943
	Iteration 22Q: 3 clusters Score -194284.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -194286.515625 Penalty: 2514.866943
	Iteration 23Q: 3 clusters Score -194286.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -194286.968750 Penalty: 2514.866943
	Iteration 24Q: 3 clusters Score -194287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -194286.968750 Penalty: 2514.866943
	Iteration 25F: 3 clusters Score -194287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Entering Unmasked Estep 
Score: -253813.890625 Penalty: 1295.301392
	Iteration 0F: 2 clusters Score -253813.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -251185.062500 Penalty: 2590.602783
	Iteration 0F: 3 clusters Score -251185.1 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -251788.750000 Penalty: 2590.602783
	Iteration 1F: 3 clusters Score -251788.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -251946.093750 Penalty: 2590.602783
	Iteration 2F: 3 clusters Score -251946.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -252059.281250 Penalty: 2590.602783
	Iteration 3F: 3 clusters Score -252059.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -252158.812500 Penalty: 2590.602783
	Iteration 4Q: 3 clusters Score -252158.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -252252.734375 Penalty: 2590.602783
	Iteration 5Q: 3 clusters Score -252252.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -252331.375000 Penalty: 2590.602783
	Iteration 6Q: 3 clusters Score -252331.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -252400.453125 Penalty: 2590.602783
	Iteration 7Q: 3 clusters Score -252400.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -252462.593750 Penalty: 2590.602783
	Iteration 8Q: 3 clusters Score -252462.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -252504.812500 Penalty: 2590.602783
	Iteration 9Q: 3 clusters Score -252504.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -252530.250000 Penalty: 2590.602783
	Iteration 10Q: 3 clusters Score -252530.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -252555.234375 Penalty: 2590.602783
	Iteration 11Q: 3 clusters Score -252555.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -252570.515625 Penalty: 2590.602783
	Iteration 12Q: 3 clusters Score -252570.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -252586.937500 Penalty: 2590.602783
	Iteration 13Q: 3 clusters Score -252586.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -252594.218750 Penalty: 2590.602783
	Iteration 14Q: 3 clusters Score -252594.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -252601.765625 Penalty: 2590.602783
	Iteration 15Q: 3 clusters Score -252601.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -252609.812500 Penalty: 2590.602783
	Iteration 16Q: 3 clusters Score -252609.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -252617.343750 Penalty: 2590.602783
	Iteration 17Q: 3 clusters Score -252617.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -252630.750000 Penalty: 2590.602783
	Iteration 18Q: 3 clusters Score -252630.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -252639.828125 Penalty: 2590.602783
	Iteration 19Q: 3 clusters Score -252639.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -252651.875000 Penalty: 2590.602783
	Iteration 20F: 3 clusters Score -252651.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -252659.750000 Penalty: 2590.602783
	Iteration 21Q: 3 clusters Score -252659.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -252666.781250 Penalty: 2590.602783
	Iteration 22Q: 3 clusters Score -252666.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -252671.265625 Penalty: 2590.602783
	Iteration 23Q: 3 clusters Score -252671.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -252673.906250 Penalty: 2590.602783
	Iteration 24Q: 3 clusters Score -252673.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -252676.421875 Penalty: 2590.602783
	Iteration 25Q: 3 clusters Score -252676.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -252677.656250 Penalty: 2590.602783
	Iteration 26Q: 3 clusters Score -252677.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -252677.656250 Penalty: 2590.602783
	Iteration 27F: 3 clusters Score -252677.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Entering Unmasked Estep 
Score: -135684.468750 Penalty: 1194.250000
	Iteration 0F: 2 clusters Score -135684.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -133857.000000 Penalty: 2388.500000
	Iteration 0F: 3 clusters Score -133857 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -134285.781250 Penalty: 2388.500000
	Iteration 1F: 3 clusters Score -134285.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -134425.656250 Penalty: 2388.500000
	Iteration 2F: 3 clusters Score -134425.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -134496.765625 Penalty: 2388.500000
	Iteration 3F: 3 clusters Score -134496.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -134558.281250 Penalty: 2388.500000
	Iteration 4Q: 3 clusters Score -134558.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -134591.953125 Penalty: 2388.500000
	Iteration 5Q: 3 clusters Score -134592 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -134620.875000 Penalty: 2388.500000
	Iteration 6Q: 3 clusters Score -134620.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -134655.640625 Penalty: 2388.500000
	Iteration 7Q: 3 clusters Score -134655.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -134679.140625 Penalty: 2388.500000
	Iteration 8Q: 3 clusters Score -134679.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -134690.937500 Penalty: 2388.500000
	Iteration 9Q: 3 clusters Score -134690.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -134706.390625 Penalty: 2388.500000
	Iteration 10Q: 3 clusters Score -134706.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -134718.296875 Penalty: 2388.500000
	Iteration 11Q: 3 clusters Score -134718.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -134723.859375 Penalty: 2388.500000
	Iteration 12Q: 3 clusters Score -134723.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -134728.328125 Penalty: 2388.500000
	Iteration 13Q: 3 clusters Score -134728.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -134733.828125 Penalty: 2388.500000
	Iteration 14Q: 3 clusters Score -134733.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -134741.796875 Penalty: 2388.500000
	Iteration 15Q: 3 clusters Score -134741.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -134748.859375 Penalty: 2388.500000
	Iteration 16Q: 3 clusters Score -134748.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -134758.093750 Penalty: 2388.500000
	Iteration 17Q: 3 clusters Score -134758.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -134762.718750 Penalty: 2388.500000
	Iteration 18Q: 3 clusters Score -134762.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -134773.281250 Penalty: 2388.500000
	Iteration 19Q: 3 clusters Score -134773.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -134782.156250 Penalty: 2388.500000
	Iteration 20F: 3 clusters Score -134782.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -134790.000000 Penalty: 2388.500000
	Iteration 21Q: 3 clusters Score -134790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -134794.906250 Penalty: 2388.500000
	Iteration 22Q: 3 clusters Score -134794.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -134801.468750 Penalty: 2388.500000
	Iteration 23Q: 3 clusters Score -134801.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -134806.671875 Penalty: 2388.500000
	Iteration 24Q: 3 clusters Score -134806.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -134812.437500 Penalty: 2388.500000
	Iteration 25Q: 3 clusters Score -134812.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -134816.328125 Penalty: 2388.500000
	Iteration 26Q: 3 clusters Score -134816.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -134822.937500 Penalty: 2388.500000
	Iteration 27Q: 3 clusters Score -134822.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -134825.953125 Penalty: 2388.500000
	Iteration 28Q: 3 clusters Score -134826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -134828.359375 Penalty: 2388.500000
	Iteration 29Q: 3 clusters Score -134828.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -134829.953125 Penalty: 2388.500000
	Iteration 30Q: 3 clusters Score -134830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -134830.765625 Penalty: 2388.500000
	Iteration 31Q: 3 clusters Score -134830.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -134832.109375 Penalty: 2388.500000
	Iteration 32Q: 3 clusters Score -134832.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -134832.906250 Penalty: 2388.500000
	Iteration 33Q: 3 clusters Score -134832.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -134832.906250 Penalty: 2388.500000
	Iteration 34F: 3 clusters Score -134832.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (123792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123792 members 
Entering Unmasked Estep 
Score: -11742548.000000 Penalty: 1905.533203
	Iteration 0F: 2 clusters Score -1.174255e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61726 members 
Mstep: Class 2 contains 62066 members 
Entering Unmasked Estep 
Score: -11659529.000000 Penalty: 3811.066406
	Iteration 0F: 3 clusters Score -1.165953e+07 nChanged 59355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57131 members 
Mstep: Class 2 contains 66661 members 
Entering Unmasked Estep 
Score: -11695406.000000 Penalty: 3811.066406
	Iteration 1F: 3 clusters Score -1.169541e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54245 members 
Mstep: Class 2 contains 69547 members 
Entering Unmasked Estep 
Score: -11696914.000000 Penalty: 3811.066406
	Iteration 2Q: 3 clusters Score -1.169691e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49947 members 
Mstep: Class 2 contains 73845 members 
Entering Unmasked Estep 
Score: -11699616.000000 Penalty: 3811.066406
	Iteration 3Q: 3 clusters Score -1.169962e+07 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43812 members 
Mstep: Class 2 contains 79980 members 
Entering Unmasked Estep 
Score: -11703749.000000 Penalty: 3811.066406
	Iteration 4F: 3 clusters Score -1.170375e+07 nChanged 8844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 87826 members 
Entering Unmasked Estep 
Score: -11709844.000000 Penalty: 3811.066406
	Iteration 5F: 3 clusters Score -1.170984e+07 nChanged 9379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 96521 members 
Entering Unmasked Estep 
Score: -11717354.000000 Penalty: 3811.066406
	Iteration 6F: 3 clusters Score -1.171735e+07 nChanged 8644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 104827 members 
Entering Unmasked Estep 
Score: -11725068.000000 Penalty: 3811.066406
	Iteration 7F: 3 clusters Score -1.172507e+07 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 111004 members 
Entering Unmasked Estep 
Score: -11730802.000000 Penalty: 3811.066406
	Iteration 8F: 3 clusters Score -1.17308e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 115032 members 
Entering Unmasked Estep 
Score: -11734451.000000 Penalty: 3811.066406
	Iteration 9Q: 3 clusters Score -1.173445e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 117562 members 
Entering Unmasked Estep 
Score: -11736830.000000 Penalty: 3811.066406
	Iteration 10Q: 3 clusters Score -1.173683e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 119097 members 
Entering Unmasked Estep 
Score: -11738292.000000 Penalty: 3811.066406
	Iteration 11Q: 3 clusters Score -1.173829e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 120087 members 
Entering Unmasked Estep 
Score: -11739131.000000 Penalty: 3811.066406
	Iteration 12Q: 3 clusters Score -1.173913e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 120753 members 
Entering Unmasked Estep 
Score: -11739622.000000 Penalty: 3811.066406
	Iteration 13Q: 3 clusters Score -1.173962e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 121215 members 
Entering Unmasked Estep 
Score: -11739945.000000 Penalty: 3811.066406
	Iteration 14Q: 3 clusters Score -1.173994e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 121593 members 
Entering Unmasked Estep 
Score: -11740125.000000 Penalty: 3811.066406
	Iteration 15Q: 3 clusters Score -1.174012e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 121873 members 
Entering Unmasked Estep 
Score: -11740276.000000 Penalty: 3811.066406
	Iteration 16Q: 3 clusters Score -1.174028e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 122090 members 
Entering Unmasked Estep 
Score: -11740384.000000 Penalty: 3811.066406
	Iteration 17Q: 3 clusters Score -1.174038e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 122271 members 
Entering Unmasked Estep 
Score: -11740463.000000 Penalty: 3811.066406
	Iteration 18Q: 3 clusters Score -1.174046e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 122420 members 
Entering Unmasked Estep 
Score: -11740568.000000 Penalty: 3811.066406
	Iteration 19Q: 3 clusters Score -1.174057e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 122556 members 
Entering Unmasked Estep 
Score: -11740629.000000 Penalty: 3811.066406
	Iteration 20F: 3 clusters Score -1.174063e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 122662 members 
Entering Unmasked Estep 
Score: -11740690.000000 Penalty: 3811.066406
	Iteration 21Q: 3 clusters Score -1.174069e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 122746 members 
Entering Unmasked Estep 
Score: -11740718.000000 Penalty: 3811.066406
	Iteration 22Q: 3 clusters Score -1.174072e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 122821 members 
Entering Unmasked Estep 
Score: -11740760.000000 Penalty: 3811.066406
	Iteration 23Q: 3 clusters Score -1.174076e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 122887 members 
Entering Unmasked Estep 
Score: -11740774.000000 Penalty: 3811.066406
	Iteration 24Q: 3 clusters Score -1.174077e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 122933 members 
Entering Unmasked Estep 
Score: -11740795.000000 Penalty: 3811.066406
	Iteration 25Q: 3 clusters Score -1.17408e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 122973 members 
Entering Unmasked Estep 
Score: -11740813.000000 Penalty: 3811.066406
	Iteration 26Q: 3 clusters Score -1.174081e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 123008 members 
Entering Unmasked Estep 
Score: -11740835.000000 Penalty: 3811.066406
	Iteration 27Q: 3 clusters Score -1.174084e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 123023 members 
Entering Unmasked Estep 
Score: -11740826.000000 Penalty: 3811.066406
	Iteration 28Q: 3 clusters Score -1.174083e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 123040 members 
Entering Unmasked Estep 
Score: -11740834.000000 Penalty: 3811.066406
	Iteration 29Q: 3 clusters Score -1.174083e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 123057 members 
Entering Unmasked Estep 
Score: -11740844.000000 Penalty: 3811.066406
	Iteration 30Q: 3 clusters Score -1.174084e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 123070 members 
Entering Unmasked Estep 
Score: -11740836.000000 Penalty: 3811.066406
	Iteration 31Q: 3 clusters Score -1.174084e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 123082 members 
Entering Unmasked Estep 
Score: -11740835.000000 Penalty: 3811.066406
	Iteration 32Q: 3 clusters Score -1.174084e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 123090 members 
Entering Unmasked Estep 
Score: -11740839.000000 Penalty: 3811.066406
	Iteration 33Q: 3 clusters Score -1.174084e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 123099 members 
Entering Unmasked Estep 
Score: -11740835.000000 Penalty: 3811.066406
	Iteration 34Q: 3 clusters Score -1.174084e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 123106 members 
Entering Unmasked Estep 
Score: -11740835.000000 Penalty: 3811.066406
	Iteration 35Q: 3 clusters Score -1.174084e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 123118 members 
Entering Unmasked Estep 
Score: -11740852.000000 Penalty: 3811.066406
	Iteration 36Q: 3 clusters Score -1.174085e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 123131 members 
Entering Unmasked Estep 
Score: -11740839.000000 Penalty: 3811.066406
	Iteration 37Q: 3 clusters Score -1.174084e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 123141 members 
Entering Unmasked Estep 
Score: -11740854.000000 Penalty: 3811.066406
	Iteration 38Q: 3 clusters Score -1.174085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 123145 members 
Entering Unmasked Estep 
Score: -11740852.000000 Penalty: 3811.066406
	Iteration 39Q: 3 clusters Score -1.174085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 123151 members 
Entering Unmasked Estep 
Score: -11740852.000000 Penalty: 3811.066406
	Iteration 40F: 3 clusters Score -1.174085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 123154 members 
Entering Unmasked Estep 
Score: -11740865.000000 Penalty: 3811.066406
	Iteration 41Q: 3 clusters Score -1.174086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 123159 members 
Entering Unmasked Estep 
Score: -11740863.000000 Penalty: 3811.066406
	Iteration 42Q: 3 clusters Score -1.174086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 123166 members 
Entering Unmasked Estep 
Score: -11740862.000000 Penalty: 3811.066406
	Iteration 43Q: 3 clusters Score -1.174086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 123172 members 
Entering Unmasked Estep 
Score: -11740866.000000 Penalty: 3811.066406
	Iteration 44Q: 3 clusters Score -1.174087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 123178 members 
Entering Unmasked Estep 
Score: -11740848.000000 Penalty: 3811.066406
	Iteration 45Q: 3 clusters Score -1.174085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 123181 members 
Entering Unmasked Estep 
Score: -11740856.000000 Penalty: 3811.066406
	Iteration 46Q: 3 clusters Score -1.174086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 123185 members 
Entering Unmasked Estep 
Score: -11740858.000000 Penalty: 3811.066406
	Iteration 47Q: 3 clusters Score -1.174086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 123187 members 
Entering Unmasked Estep 
Score: -11740860.000000 Penalty: 3811.066406
	Iteration 48Q: 3 clusters Score -1.174086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 123186 members 
Entering Unmasked Estep 
Score: -11740863.000000 Penalty: 3811.066406
	Iteration 49Q: 3 clusters Score -1.174086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 123187 members 
Entering Unmasked Estep 
Score: -11740872.000000 Penalty: 3811.066406
	Iteration 50Q: 3 clusters Score -1.174087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 123187 members 
Entering Unmasked Estep 
Score: -11740868.000000 Penalty: 3811.066406
	Iteration 51Q: 3 clusters Score -1.174087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 123190 members 
Entering Unmasked Estep 
Score: -11740877.000000 Penalty: 3811.066406
	Iteration 52Q: 3 clusters Score -1.174088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 123191 members 
Entering Unmasked Estep 
Score: -11740874.000000 Penalty: 3811.066406
	Iteration 53Q: 3 clusters Score -1.174087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 123193 members 
Entering Unmasked Estep 
Score: -11740871.000000 Penalty: 3811.066406
	Iteration 54Q: 3 clusters Score -1.174087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 123197 members 
Entering Unmasked Estep 
Score: -11740866.000000 Penalty: 3811.066406
	Iteration 55Q: 3 clusters Score -1.174087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 123202 members 
Entering Unmasked Estep 
Score: -11740870.000000 Penalty: 3811.066406
	Iteration 56Q: 3 clusters Score -1.174087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 123205 members 
Entering Unmasked Estep 
Score: -11740875.000000 Penalty: 3811.066406
	Iteration 57Q: 3 clusters Score -1.174088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 123209 members 
Entering Unmasked Estep 
Score: -11740871.000000 Penalty: 3811.066406
	Iteration 58Q: 3 clusters Score -1.174087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 123216 members 
Entering Unmasked Estep 
Score: -11740886.000000 Penalty: 3811.066406
	Iteration 59Q: 3 clusters Score -1.174089e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 123224 members 
Entering Unmasked Estep 
Score: -11740882.000000 Penalty: 3811.066406
	Iteration 60F: 3 clusters Score -1.174088e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 123233 members 
Entering Unmasked Estep 
Score: -11740896.000000 Penalty: 3811.066406
	Iteration 61Q: 3 clusters Score -1.17409e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 123241 members 
Entering Unmasked Estep 
Score: -11740902.000000 Penalty: 3811.066406
	Iteration 62Q: 3 clusters Score -1.17409e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 123248 members 
Entering Unmasked Estep 
Score: -11740903.000000 Penalty: 3811.066406
	Iteration 63Q: 3 clusters Score -1.17409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 123252 members 
Entering Unmasked Estep 
Score: -11740906.000000 Penalty: 3811.066406
	Iteration 64Q: 3 clusters Score -1.174091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 123257 members 
Entering Unmasked Estep 
Score: -11740907.000000 Penalty: 3811.066406
	Iteration 65Q: 3 clusters Score -1.174091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 123257 members 
Entering Unmasked Estep 
Score: -11740904.000000 Penalty: 3811.066406
	Iteration 66Q: 3 clusters Score -1.17409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 123257 members 
Entering Unmasked Estep 
Score: -11740904.000000 Penalty: 3811.066406
	Iteration 67F: 3 clusters Score -1.17409e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Entering Unmasked Estep 
Score: -1404700.625000 Penalty: 1570.826538
	Iteration 0F: 2 clusters Score -1404701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1393783.625000 Penalty: 3141.653076
	Iteration 0F: 3 clusters Score -1393784 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1397737.750000 Penalty: 3141.653076
	Iteration 1F: 3 clusters Score -1397738 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1398236.250000 Penalty: 3141.653076
	Iteration 2F: 3 clusters Score -1398236 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1398839.750000 Penalty: 3141.653076
	Iteration 3F: 3 clusters Score -1398840 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1399618.125000 Penalty: 3141.653076
	Iteration 4F: 3 clusters Score -1399618 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1400590.375000 Penalty: 3141.653076
	Iteration 5F: 3 clusters Score -1400590 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1401653.500000 Penalty: 3141.653076
	Iteration 6F: 3 clusters Score -1401654 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1402671.625000 Penalty: 3141.653076
	Iteration 7F: 3 clusters Score -1402672 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1403418.000000 Penalty: 3141.653076
	Iteration 8F: 3 clusters Score -1403418 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1403809.750000 Penalty: 3141.653076
	Iteration 9Q: 3 clusters Score -1403810 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1404020.750000 Penalty: 3141.653076
	Iteration 10Q: 3 clusters Score -1404021 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1404152.125000 Penalty: 3141.653076
	Iteration 11Q: 3 clusters Score -1404152 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1404211.250000 Penalty: 3141.653076
	Iteration 12Q: 3 clusters Score -1404211 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1404250.625000 Penalty: 3141.653076
	Iteration 13Q: 3 clusters Score -1404251 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1404268.250000 Penalty: 3141.653076
	Iteration 14Q: 3 clusters Score -1404268 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1404283.625000 Penalty: 3141.653076
	Iteration 15Q: 3 clusters Score -1404284 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1404292.125000 Penalty: 3141.653076
	Iteration 16Q: 3 clusters Score -1404292 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1404298.875000 Penalty: 3141.653076
	Iteration 17Q: 3 clusters Score -1404299 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1404301.000000 Penalty: 3141.653076
	Iteration 18Q: 3 clusters Score -1404301 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1404310.250000 Penalty: 3141.653076
	Iteration 19Q: 3 clusters Score -1404310 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1404313.500000 Penalty: 3141.653076
	Iteration 20F: 3 clusters Score -1404314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1404316.125000 Penalty: 3141.653076
	Iteration 21Q: 3 clusters Score -1404316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1404320.750000 Penalty: 3141.653076
	Iteration 22Q: 3 clusters Score -1404321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1404320.250000 Penalty: 3141.653076
	Iteration 23Q: 3 clusters Score -1404320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1404321.625000 Penalty: 3141.653076
	Iteration 24Q: 3 clusters Score -1404322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1404321.875000 Penalty: 3141.653076
	Iteration 25Q: 3 clusters Score -1404322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1404320.500000 Penalty: 3141.653076
	Iteration 26Q: 3 clusters Score -1404320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1404323.125000 Penalty: 3141.653076
	Iteration 27Q: 3 clusters Score -1404323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1404325.000000 Penalty: 3141.653076
	Iteration 28Q: 3 clusters Score -1404325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1404323.875000 Penalty: 3141.653076
	Iteration 29Q: 3 clusters Score -1404324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1404325.250000 Penalty: 3141.653076
	Iteration 30Q: 3 clusters Score -1404325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1404325.375000 Penalty: 3141.653076
	Iteration 31Q: 3 clusters Score -1404325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1404325.375000 Penalty: 3141.653076
	Iteration 32F: 3 clusters Score -1404325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Entering Unmasked Estep 
Score: -89155.804688 Penalty: 1161.478394
	Iteration 0F: 2 clusters Score -89155.8 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 637 members 
Entering Unmasked Estep 
Score: -87555.281250 Penalty: 2322.956787
	Iteration 0F: 3 clusters Score -87555.28 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -87984.312500 Penalty: 2322.956787
	Iteration 1F: 3 clusters Score -87984.31 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -88154.617188 Penalty: 2322.956787
	Iteration 2F: 3 clusters Score -88154.62 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -88280.804688 Penalty: 2322.956787
	Iteration 3F: 3 clusters Score -88280.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -88382.875000 Penalty: 2322.956787
	Iteration 4F: 3 clusters Score -88382.88 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -88467.226562 Penalty: 2322.956787
	Iteration 5Q: 3 clusters Score -88467.23 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -88543.367188 Penalty: 2322.956787
	Iteration 6Q: 3 clusters Score -88543.37 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -88581.210938 Penalty: 2322.956787
	Iteration 7Q: 3 clusters Score -88581.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -88604.289062 Penalty: 2322.956787
	Iteration 8Q: 3 clusters Score -88604.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -88616.289062 Penalty: 2322.956787
	Iteration 9Q: 3 clusters Score -88616.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -88633.820312 Penalty: 2322.956787
	Iteration 10Q: 3 clusters Score -88633.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -88649.906250 Penalty: 2322.956787
	Iteration 11Q: 3 clusters Score -88649.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -88673.562500 Penalty: 2322.956787
	Iteration 12Q: 3 clusters Score -88673.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -88706.148438 Penalty: 2322.956787
	Iteration 13Q: 3 clusters Score -88706.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -88725.554688 Penalty: 2322.956787
	Iteration 14Q: 3 clusters Score -88725.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -88737.218750 Penalty: 2322.956787
	Iteration 15Q: 3 clusters Score -88737.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -88743.781250 Penalty: 2322.956787
	Iteration 16Q: 3 clusters Score -88743.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -88759.468750 Penalty: 2322.956787
	Iteration 17Q: 3 clusters Score -88759.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -88773.671875 Penalty: 2322.956787
	Iteration 18Q: 3 clusters Score -88773.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -88777.375000 Penalty: 2322.956787
	Iteration 19Q: 3 clusters Score -88777.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -88783.156250 Penalty: 2322.956787
	Iteration 20F: 3 clusters Score -88783.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -88787.757812 Penalty: 2322.956787
	Iteration 21Q: 3 clusters Score -88787.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -88788.164062 Penalty: 2322.956787
	Iteration 22Q: 3 clusters Score -88788.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -88789.046875 Penalty: 2322.956787
	Iteration 23Q: 3 clusters Score -88789.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -88789.046875 Penalty: 2322.956787
	Iteration 24F: 3 clusters Score -88789.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Entering Unmasked Estep 
Score: -694773.500000 Penalty: 1457.426514
	Iteration 0F: 2 clusters Score -694773.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -689015.875000 Penalty: 2914.853027
	Iteration 0F: 3 clusters Score -689015.9 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -690914.062500 Penalty: 2914.853027
	Iteration 1F: 3 clusters Score -690914.1 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -691411.250000 Penalty: 2914.853027
	Iteration 2F: 3 clusters Score -691411.2 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -692002.437500 Penalty: 2914.853027
	Iteration 3F: 3 clusters Score -692002.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -692522.437500 Penalty: 2914.853027
	Iteration 4F: 3 clusters Score -692522.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -692941.250000 Penalty: 2914.853027
	Iteration 5F: 3 clusters Score -692941.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -693270.937500 Penalty: 2914.853027
	Iteration 6F: 3 clusters Score -693270.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -693534.500000 Penalty: 2914.853027
	Iteration 7Q: 3 clusters Score -693534.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -693722.062500 Penalty: 2914.853027
	Iteration 8Q: 3 clusters Score -693722.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -693830.187500 Penalty: 2914.853027
	Iteration 9Q: 3 clusters Score -693830.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -693894.250000 Penalty: 2914.853027
	Iteration 10Q: 3 clusters Score -693894.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -693931.187500 Penalty: 2914.853027
	Iteration 11Q: 3 clusters Score -693931.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -693959.937500 Penalty: 2914.853027
	Iteration 12Q: 3 clusters Score -693959.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -693984.062500 Penalty: 2914.853027
	Iteration 13Q: 3 clusters Score -693984.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -694000.187500 Penalty: 2914.853027
	Iteration 14Q: 3 clusters Score -694000.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -694017.937500 Penalty: 2914.853027
	Iteration 15Q: 3 clusters Score -694017.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -694030.125000 Penalty: 2914.853027
	Iteration 16Q: 3 clusters Score -694030.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -694042.437500 Penalty: 2914.853027
	Iteration 17Q: 3 clusters Score -694042.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -694049.625000 Penalty: 2914.853027
	Iteration 18Q: 3 clusters Score -694049.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -694059.312500 Penalty: 2914.853027
	Iteration 19Q: 3 clusters Score -694059.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -694066.000000 Penalty: 2914.853027
	Iteration 20F: 3 clusters Score -694066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -694067.375000 Penalty: 2914.853027
	Iteration 21Q: 3 clusters Score -694067.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -694071.750000 Penalty: 2914.853027
	Iteration 22Q: 3 clusters Score -694071.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -694074.000000 Penalty: 2914.853027
	Iteration 23Q: 3 clusters Score -694074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -694075.750000 Penalty: 2914.853027
	Iteration 24Q: 3 clusters Score -694075.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -694078.312500 Penalty: 2914.853027
	Iteration 25Q: 3 clusters Score -694078.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -694078.812500 Penalty: 2914.853027
	Iteration 26Q: 3 clusters Score -694078.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -694080.187500 Penalty: 2914.853027
	Iteration 27Q: 3 clusters Score -694080.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -694080.312500 Penalty: 2914.853027
	Iteration 28Q: 3 clusters Score -694080.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -694079.937500 Penalty: 2914.853027
	Iteration 29Q: 3 clusters Score -694079.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -694080.500000 Penalty: 2914.853027
	Iteration 30Q: 3 clusters Score -694080.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -694080.062500 Penalty: 2914.853027
	Iteration 31Q: 3 clusters Score -694080.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -694079.562500 Penalty: 2914.853027
	Iteration 32Q: 3 clusters Score -694079.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -694079.437500 Penalty: 2914.853027
	Iteration 33Q: 3 clusters Score -694079.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -694080.812500 Penalty: 2914.853027
	Iteration 34Q: 3 clusters Score -694080.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -694081.250000 Penalty: 2914.853027
	Iteration 35Q: 3 clusters Score -694081.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -694081.000000 Penalty: 2914.853027
	Iteration 36Q: 3 clusters Score -694081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -694082.312500 Penalty: 2914.853027
	Iteration 37Q: 3 clusters Score -694082.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -694083.187500 Penalty: 2914.853027
	Iteration 38Q: 3 clusters Score -694083.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -694083.437500 Penalty: 2914.853027
	Iteration 39Q: 3 clusters Score -694083.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -694084.062500 Penalty: 2914.853027
	Iteration 40F: 3 clusters Score -694084.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -694082.562500 Penalty: 2914.853027
	Iteration 41Q: 3 clusters Score -694082.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -694087.187500 Penalty: 2914.853027
	Iteration 42Q: 3 clusters Score -694087.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -694086.687500 Penalty: 2914.853027
	Iteration 43Q: 3 clusters Score -694086.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -694092.000000 Penalty: 2914.853027
	Iteration 44Q: 3 clusters Score -694092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -694093.625000 Penalty: 2914.853027
	Iteration 45Q: 3 clusters Score -694093.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -694094.812500 Penalty: 2914.853027
	Iteration 46Q: 3 clusters Score -694094.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -694096.312500 Penalty: 2914.853027
	Iteration 47Q: 3 clusters Score -694096.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -694096.625000 Penalty: 2914.853027
	Iteration 48Q: 3 clusters Score -694096.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -694098.312500 Penalty: 2914.853027
	Iteration 49Q: 3 clusters Score -694098.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -694101.187500 Penalty: 2914.853027
	Iteration 50Q: 3 clusters Score -694101.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -694102.437500 Penalty: 2914.853027
	Iteration 51Q: 3 clusters Score -694102.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -694105.187500 Penalty: 2914.853027
	Iteration 52Q: 3 clusters Score -694105.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -694105.625000 Penalty: 2914.853027
	Iteration 53Q: 3 clusters Score -694105.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -694105.187500 Penalty: 2914.853027
	Iteration 54Q: 3 clusters Score -694105.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -694106.875000 Penalty: 2914.853027
	Iteration 55Q: 3 clusters Score -694106.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -694106.562500 Penalty: 2914.853027
	Iteration 56Q: 3 clusters Score -694106.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -694106.750000 Penalty: 2914.853027
	Iteration 57Q: 3 clusters Score -694106.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -694107.187500 Penalty: 2914.853027
	Iteration 58Q: 3 clusters Score -694107.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -694107.187500 Penalty: 2914.853027
	Iteration 59F: 3 clusters Score -694107.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Entering Unmasked Estep 
Score: -132716.765625 Penalty: 1197.150024
	Iteration 0F: 2 clusters Score -132716.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -130887.921875 Penalty: 2394.300049
	Iteration 0F: 3 clusters Score -130887.9 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -131297.906250 Penalty: 2394.300049
	Iteration 1F: 3 clusters Score -131297.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -131491.328125 Penalty: 2394.300049
	Iteration 2F: 3 clusters Score -131491.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -131592.437500 Penalty: 2394.300049
	Iteration 3F: 3 clusters Score -131592.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -131650.187500 Penalty: 2394.300049
	Iteration 4Q: 3 clusters Score -131650.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -131700.640625 Penalty: 2394.300049
	Iteration 5Q: 3 clusters Score -131700.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -131749.578125 Penalty: 2394.300049
	Iteration 6Q: 3 clusters Score -131749.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -131801.421875 Penalty: 2394.300049
	Iteration 7Q: 3 clusters Score -131801.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -131863.843750 Penalty: 2394.300049
	Iteration 8Q: 3 clusters Score -131863.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -131942.171875 Penalty: 2394.300049
	Iteration 9Q: 3 clusters Score -131942.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -132003.750000 Penalty: 2394.300049
	Iteration 10Q: 3 clusters Score -132003.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -132054.937500 Penalty: 2394.300049
	Iteration 11Q: 3 clusters Score -132054.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -132085.718750 Penalty: 2394.300049
	Iteration 12Q: 3 clusters Score -132085.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -132121.437500 Penalty: 2394.300049
	Iteration 13Q: 3 clusters Score -132121.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -132162.546875 Penalty: 2394.300049
	Iteration 14Q: 3 clusters Score -132162.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -132232.500000 Penalty: 2394.300049
	Iteration 15Q: 3 clusters Score -132232.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -132335.484375 Penalty: 2394.300049
	Iteration 16Q: 3 clusters Score -132335.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -132457.453125 Penalty: 2394.300049
	Iteration 17Q: 3 clusters Score -132457.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -132551.234375 Penalty: 2394.300049
	Iteration 18Q: 3 clusters Score -132551.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -132706.281250 Penalty: 2394.300049
	Iteration 19Q: 3 clusters Score -132706.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -132993.109375 Penalty: 2394.300049
	Iteration 20F: 3 clusters Score -132993.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -133135.375000 Penalty: 2394.300049
	Iteration 21Q: 3 clusters Score -133135.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -133168.015625 Penalty: 2394.300049
	Iteration 22Q: 3 clusters Score -133168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -133176.656250 Penalty: 2394.300049
	Iteration 23Q: 3 clusters Score -133176.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -133176.656250 Penalty: 2394.300049
	Iteration 24F: 3 clusters Score -133176.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59884 members 
Mstep: Class 2 contains 20988 members 
Mstep: Class 3 contains 6329 members 
Mstep: Class 4 contains 18430 members 
Mstep: Class 5 contains 21905 members 
Mstep: Class 6 contains 51331 members 
Mstep: Class 7 contains 5482 members 
Mstep: Class 8 contains 63899 members 
Mstep: Class 9 contains 10087 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 12890 members 
Mstep: Class 13 contains 120833 members 
Mstep: Class 14 contains 54126 members 
Mstep: Class 15 contains 127906 members 
Mstep: Class 16 contains 42012 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 10327 members 
Mstep: Class 19 contains 9815 members 
Mstep: Class 20 contains 1664 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1200 members 
Mstep: Class 23 contains 3372 members 
Mstep: Class 24 contains 1833 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2896 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 123792 members 
Mstep: Class 29 contains 15782 members 
Mstep: Class 30 contains 1271 members 
Mstep: Class 31 contains 7854 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 3214 members 
Mstep: Class 34 contains 1159 members 
Mstep: Class 35 contains 5691 members 
Mstep: Class 36 contains 3722 members 
Mstep: Class 37 contains 2168 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 109055 members 
Mstep: Class 43 contains 4940 members 
Mstep: Class 44 contains 2926 members 
Mstep: Class 45 contains 5690 members 
Mstep: Class 46 contains 838 members 
Entering Unmasked Estep 
Score: -84449496.000000 Penalty: 102952.773438
Splitting cluster 32 changes total score from -84450024.000000 to -84449496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (3214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Entering Unmasked Estep 
Score: -278422.187500 Penalty: 1312.231689
	Iteration 0F: 2 clusters Score -278422.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -275596.125000 Penalty: 2624.463379
	Iteration 0F: 3 clusters Score -275596.1 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -276399.000000 Penalty: 2624.463379
	Iteration 1F: 3 clusters Score -276399 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -276644.031250 Penalty: 2624.463379
	Iteration 2F: 3 clusters Score -276644 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -276862.531250 Penalty: 2624.463379
	Iteration 3F: 3 clusters Score -276862.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -277064.562500 Penalty: 2624.463379
	Iteration 4F: 3 clusters Score -277064.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -277241.875000 Penalty: 2624.463379
	Iteration 5F: 3 clusters Score -277241.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -277425.562500 Penalty: 2624.463379
	Iteration 6Q: 3 clusters Score -277425.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -277591.218750 Penalty: 2624.463379
	Iteration 7Q: 3 clusters Score -277591.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -277708.718750 Penalty: 2624.463379
	Iteration 8Q: 3 clusters Score -277708.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -277778.500000 Penalty: 2624.463379
	Iteration 9Q: 3 clusters Score -277778.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -277824.531250 Penalty: 2624.463379
	Iteration 10Q: 3 clusters Score -277824.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -277874.593750 Penalty: 2624.463379
	Iteration 11Q: 3 clusters Score -277874.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -277924.625000 Penalty: 2624.463379
	Iteration 12Q: 3 clusters Score -277924.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -277984.250000 Penalty: 2624.463379
	Iteration 13Q: 3 clusters Score -277984.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -278056.406250 Penalty: 2624.463379
	Iteration 14Q: 3 clusters Score -278056.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -278118.250000 Penalty: 2624.463379
	Iteration 15Q: 3 clusters Score -278118.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -278177.031250 Penalty: 2624.463379
	Iteration 16Q: 3 clusters Score -278177 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -278247.281250 Penalty: 2624.463379
	Iteration 17Q: 3 clusters Score -278247.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -278313.468750 Penalty: 2624.463379
	Iteration 18Q: 3 clusters Score -278313.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -278376.875000 Penalty: 2624.463379
	Iteration 19Q: 3 clusters Score -278376.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -278448.718750 Penalty: 2624.463379
	Iteration 20F: 3 clusters Score -278448.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -278506.281250 Penalty: 2624.463379
	Iteration 21Q: 3 clusters Score -278506.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -278547.281250 Penalty: 2624.463379
	Iteration 22Q: 3 clusters Score -278547.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -278574.312500 Penalty: 2624.463379
	Iteration 23Q: 3 clusters Score -278574.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -278597.937500 Penalty: 2624.463379
	Iteration 24Q: 3 clusters Score -278597.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -278628.312500 Penalty: 2624.463379
	Iteration 25Q: 3 clusters Score -278628.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -278662.375000 Penalty: 2624.463379
	Iteration 26Q: 3 clusters Score -278662.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -278690.375000 Penalty: 2624.463379
	Iteration 27Q: 3 clusters Score -278690.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -278707.687500 Penalty: 2624.463379
	Iteration 28Q: 3 clusters Score -278707.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -278715.906250 Penalty: 2624.463379
	Iteration 29Q: 3 clusters Score -278715.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -278720.062500 Penalty: 2624.463379
	Iteration 30Q: 3 clusters Score -278720.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -278722.218750 Penalty: 2624.463379
	Iteration 31Q: 3 clusters Score -278722.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -278725.187500 Penalty: 2624.463379
	Iteration 32Q: 3 clusters Score -278725.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -278727.125000 Penalty: 2624.463379
	Iteration 33Q: 3 clusters Score -278727.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -278729.093750 Penalty: 2624.463379
	Iteration 34Q: 3 clusters Score -278729.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -278729.875000 Penalty: 2624.463379
	Iteration 35Q: 3 clusters Score -278729.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -278730.468750 Penalty: 2624.463379
	Iteration 36Q: 3 clusters Score -278730.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -278730.625000 Penalty: 2624.463379
	Iteration 37Q: 3 clusters Score -278730.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -278733.062500 Penalty: 2624.463379
	Iteration 38Q: 3 clusters Score -278733.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -278734.250000 Penalty: 2624.463379
	Iteration 39Q: 3 clusters Score -278734.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -278735.625000 Penalty: 2624.463379
	Iteration 40F: 3 clusters Score -278735.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -278737.750000 Penalty: 2624.463379
	Iteration 41Q: 3 clusters Score -278737.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -278737.750000 Penalty: 2624.463379
	Iteration 42F: 3 clusters Score -278737.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59884 members 
Mstep: Class 2 contains 20988 members 
Mstep: Class 3 contains 6329 members 
Mstep: Class 4 contains 18430 members 
Mstep: Class 5 contains 21905 members 
Mstep: Class 6 contains 51331 members 
Mstep: Class 7 contains 5482 members 
Mstep: Class 8 contains 63899 members 
Mstep: Class 9 contains 10087 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 12890 members 
Mstep: Class 13 contains 120833 members 
Mstep: Class 14 contains 54126 members 
Mstep: Class 15 contains 127906 members 
Mstep: Class 16 contains 42012 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 10327 members 
Mstep: Class 19 contains 9815 members 
Mstep: Class 20 contains 1664 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1200 members 
Mstep: Class 23 contains 3372 members 
Mstep: Class 24 contains 1833 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2896 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 123792 members 
Mstep: Class 29 contains 15782 members 
Mstep: Class 30 contains 1271 members 
Mstep: Class 31 contains 7854 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 2353 members 
Mstep: Class 34 contains 1159 members 
Mstep: Class 35 contains 5691 members 
Mstep: Class 36 contains 3722 members 
Mstep: Class 37 contains 2168 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 109055 members 
Mstep: Class 43 contains 4940 members 
Mstep: Class 44 contains 2926 members 
Mstep: Class 45 contains 5690 members 
Mstep: Class 46 contains 861 members 
Entering Unmasked Estep 
Score: -84449328.000000 Penalty: 102952.773438
Splitting cluster 33 changes total score from -84450024.000000 to -84449328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (1159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Entering Unmasked Estep 
Score: -98831.195312 Penalty: 1146.488281
	Iteration 0F: 2 clusters Score -98831.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -97297.476562 Penalty: 2292.976562
	Iteration 0F: 3 clusters Score -97297.48 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -97632.226562 Penalty: 2292.976562
	Iteration 1F: 3 clusters Score -97632.23 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -97763.703125 Penalty: 2292.976562
	Iteration 2F: 3 clusters Score -97763.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -97855.093750 Penalty: 2292.976562
	Iteration 3F: 3 clusters Score -97855.09 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -97923.648438 Penalty: 2292.976562
	Iteration 4Q: 3 clusters Score -97923.65 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -97979.687500 Penalty: 2292.976562
	Iteration 5Q: 3 clusters Score -97979.69 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -98042.882812 Penalty: 2292.976562
	Iteration 6Q: 3 clusters Score -98042.88 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -98109.835938 Penalty: 2292.976562
	Iteration 7Q: 3 clusters Score -98109.84 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -98156.953125 Penalty: 2292.976562
	Iteration 8Q: 3 clusters Score -98156.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -98200.468750 Penalty: 2292.976562
	Iteration 9Q: 3 clusters Score -98200.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -98234.148438 Penalty: 2292.976562
	Iteration 10Q: 3 clusters Score -98234.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -98274.531250 Penalty: 2292.976562
	Iteration 11Q: 3 clusters Score -98274.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -98325.187500 Penalty: 2292.976562
	Iteration 12Q: 3 clusters Score -98325.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -98386.117188 Penalty: 2292.976562
	Iteration 13Q: 3 clusters Score -98386.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -98479.398438 Penalty: 2292.976562
	Iteration 14Q: 3 clusters Score -98479.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -98614.507812 Penalty: 2292.976562
	Iteration 15Q: 3 clusters Score -98614.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -98737.085938 Penalty: 2292.976562
	Iteration 16Q: 3 clusters Score -98737.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -98782.976562 Penalty: 2292.976562
	Iteration 17Q: 3 clusters Score -98782.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -98805.976562 Penalty: 2292.976562
	Iteration 18Q: 3 clusters Score -98805.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -98817.992188 Penalty: 2292.976562
	Iteration 19Q: 3 clusters Score -98817.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -98823.437500 Penalty: 2292.976562
	Iteration 20F: 3 clusters Score -98823.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -98833.398438 Penalty: 2292.976562
	Iteration 21Q: 3 clusters Score -98833.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -98847.726562 Penalty: 2292.976562
	Iteration 22Q: 3 clusters Score -98847.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -98866.476562 Penalty: 2292.976562
	Iteration 23Q: 3 clusters Score -98866.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -98890.101562 Penalty: 2292.976562
	Iteration 24Q: 3 clusters Score -98890.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -98953.156250 Penalty: 2292.976562
	Iteration 25Q: 3 clusters Score -98953.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -99014.593750 Penalty: 2292.976562
	Iteration 26Q: 3 clusters Score -99014.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -99035.273438 Penalty: 2292.976562
	Iteration 27Q: 3 clusters Score -99035.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -99040.828125 Penalty: 2292.976562
	Iteration 28Q: 3 clusters Score -99040.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -99041.093750 Penalty: 2292.976562
	Iteration 29Q: 3 clusters Score -99041.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -99041.093750 Penalty: 2292.976562
	Iteration 30F: 3 clusters Score -99041.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59884 members 
Mstep: Class 2 contains 20988 members 
Mstep: Class 3 contains 6329 members 
Mstep: Class 4 contains 18430 members 
Mstep: Class 5 contains 21905 members 
Mstep: Class 6 contains 51331 members 
Mstep: Class 7 contains 5482 members 
Mstep: Class 8 contains 63899 members 
Mstep: Class 9 contains 10087 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 12890 members 
Mstep: Class 13 contains 120833 members 
Mstep: Class 14 contains 54126 members 
Mstep: Class 15 contains 127906 members 
Mstep: Class 16 contains 42012 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 10327 members 
Mstep: Class 19 contains 9815 members 
Mstep: Class 20 contains 1664 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1200 members 
Mstep: Class 23 contains 3372 members 
Mstep: Class 24 contains 1833 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2896 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 123792 members 
Mstep: Class 29 contains 15782 members 
Mstep: Class 30 contains 1271 members 
Mstep: Class 31 contains 7854 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3214 members 
Mstep: Class 34 contains 597 members 
Mstep: Class 35 contains 5691 members 
Mstep: Class 36 contains 3722 members 
Mstep: Class 37 contains 2168 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 109055 members 
Mstep: Class 43 contains 4940 members 
Mstep: Class 44 contains 2926 members 
Mstep: Class 45 contains 5690 members 
Mstep: Class 46 contains 562 members 
Entering Unmasked Estep 
Score: -84449080.000000 Penalty: 102952.773438
Splitting cluster 34 changes total score from -84450024.000000 to -84449080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (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: -507962.187500 Penalty: 1405.079102
	Iteration 0F: 2 clusters Score -507962.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -503550.000000 Penalty: 2810.158203
	Iteration 0F: 3 clusters Score -503550 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -504820.406250 Penalty: 2810.158203
	Iteration 1F: 3 clusters Score -504820.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -505056.187500 Penalty: 2810.158203
	Iteration 2F: 3 clusters Score -505056.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -505228.281250 Penalty: 2810.158203
	Iteration 3F: 3 clusters Score -505228.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -505365.031250 Penalty: 2810.158203
	Iteration 4Q: 3 clusters Score -505365 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -505491.875000 Penalty: 2810.158203
	Iteration 5Q: 3 clusters Score -505491.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -505620.531250 Penalty: 2810.158203
	Iteration 6Q: 3 clusters Score -505620.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -505746.125000 Penalty: 2810.158203
	Iteration 7Q: 3 clusters Score -505746.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -505859.187500 Penalty: 2810.158203
	Iteration 8Q: 3 clusters Score -505859.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -505968.937500 Penalty: 2810.158203
	Iteration 9Q: 3 clusters Score -505968.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -506064.500000 Penalty: 2810.158203
	Iteration 10Q: 3 clusters Score -506064.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -506186.312500 Penalty: 2810.158203
	Iteration 11Q: 3 clusters Score -506186.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -506338.281250 Penalty: 2810.158203
	Iteration 12Q: 3 clusters Score -506338.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -506470.062500 Penalty: 2810.158203
	Iteration 13Q: 3 clusters Score -506470.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -506585.343750 Penalty: 2810.158203
	Iteration 14Q: 3 clusters Score -506585.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -506669.187500 Penalty: 2810.158203
	Iteration 15Q: 3 clusters Score -506669.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -506727.750000 Penalty: 2810.158203
	Iteration 16Q: 3 clusters Score -506727.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -506777.781250 Penalty: 2810.158203
	Iteration 17Q: 3 clusters Score -506777.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -506821.625000 Penalty: 2810.158203
	Iteration 18Q: 3 clusters Score -506821.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -506855.625000 Penalty: 2810.158203
	Iteration 19Q: 3 clusters Score -506855.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -506886.250000 Penalty: 2810.158203
	Iteration 20F: 3 clusters Score -506886.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -506904.437500 Penalty: 2810.158203
	Iteration 21Q: 3 clusters Score -506904.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -506916.000000 Penalty: 2810.158203
	Iteration 22Q: 3 clusters Score -506916 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -506925.781250 Penalty: 2810.158203
	Iteration 23Q: 3 clusters Score -506925.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -506938.187500 Penalty: 2810.158203
	Iteration 24Q: 3 clusters Score -506938.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -506950.093750 Penalty: 2810.158203
	Iteration 25Q: 3 clusters Score -506950.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -506960.906250 Penalty: 2810.158203
	Iteration 26Q: 3 clusters Score -506960.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -506967.656250 Penalty: 2810.158203
	Iteration 27Q: 3 clusters Score -506967.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -506972.593750 Penalty: 2810.158203
	Iteration 28Q: 3 clusters Score -506972.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -506975.968750 Penalty: 2810.158203
	Iteration 29Q: 3 clusters Score -506976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -506980.312500 Penalty: 2810.158203
	Iteration 30Q: 3 clusters Score -506980.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -506981.531250 Penalty: 2810.158203
	Iteration 31Q: 3 clusters Score -506981.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -506984.562500 Penalty: 2810.158203
	Iteration 32Q: 3 clusters Score -506984.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -506988.312500 Penalty: 2810.158203
	Iteration 33Q: 3 clusters Score -506988.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -506989.687500 Penalty: 2810.158203
	Iteration 34Q: 3 clusters Score -506989.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -506991.875000 Penalty: 2810.158203
	Iteration 35Q: 3 clusters Score -506991.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -506995.781250 Penalty: 2810.158203
	Iteration 36Q: 3 clusters Score -506995.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -506998.718750 Penalty: 2810.158203
	Iteration 37Q: 3 clusters Score -506998.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -507003.062500 Penalty: 2810.158203
	Iteration 38Q: 3 clusters Score -507003.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -507004.062500 Penalty: 2810.158203
	Iteration 39Q: 3 clusters Score -507004.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -507005.875000 Penalty: 2810.158203
	Iteration 40F: 3 clusters Score -507005.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -507009.000000 Penalty: 2810.158203
	Iteration 41Q: 3 clusters Score -507009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -507011.281250 Penalty: 2810.158203
	Iteration 42Q: 3 clusters Score -507011.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -507013.062500 Penalty: 2810.158203
	Iteration 43Q: 3 clusters Score -507013.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -507018.375000 Penalty: 2810.158203
	Iteration 44Q: 3 clusters Score -507018.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -507023.281250 Penalty: 2810.158203
	Iteration 45Q: 3 clusters Score -507023.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -507026.437500 Penalty: 2810.158203
	Iteration 46Q: 3 clusters Score -507026.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -507030.031250 Penalty: 2810.158203
	Iteration 47Q: 3 clusters Score -507030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -507034.031250 Penalty: 2810.158203
	Iteration 48Q: 3 clusters Score -507034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -507035.875000 Penalty: 2810.158203
	Iteration 49Q: 3 clusters Score -507035.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -507039.312500 Penalty: 2810.158203
	Iteration 50Q: 3 clusters Score -507039.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -507041.812500 Penalty: 2810.158203
	Iteration 51Q: 3 clusters Score -507041.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -507046.593750 Penalty: 2810.158203
	Iteration 52Q: 3 clusters Score -507046.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -507048.281250 Penalty: 2810.158203
	Iteration 53Q: 3 clusters Score -507048.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -507050.656250 Penalty: 2810.158203
	Iteration 54Q: 3 clusters Score -507050.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -507052.125000 Penalty: 2810.158203
	Iteration 55Q: 3 clusters Score -507052.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -507051.531250 Penalty: 2810.158203
	Iteration 56Q: 3 clusters Score -507051.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -507051.906250 Penalty: 2810.158203
	Iteration 57Q: 3 clusters Score -507051.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -507051.906250 Penalty: 2810.158203
	Iteration 58F: 3 clusters Score -507051.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Entering Unmasked Estep 
Score: -292101.093750 Penalty: 1336.077637
	Iteration 0F: 2 clusters Score -292101.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -288943.843750 Penalty: 2672.155273
	Iteration 0F: 3 clusters Score -288943.8 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -289896.875000 Penalty: 2672.155273
	Iteration 1F: 3 clusters Score -289896.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -290131.250000 Penalty: 2672.155273
	Iteration 2F: 3 clusters Score -290131.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -290307.125000 Penalty: 2672.155273
	Iteration 3F: 3 clusters Score -290307.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -290452.843750 Penalty: 2672.155273
	Iteration 4F: 3 clusters Score -290452.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -290571.031250 Penalty: 2672.155273
	Iteration 5Q: 3 clusters Score -290571 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -290671.187500 Penalty: 2672.155273
	Iteration 6Q: 3 clusters Score -290671.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -290766.562500 Penalty: 2672.155273
	Iteration 7Q: 3 clusters Score -290766.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -290834.718750 Penalty: 2672.155273
	Iteration 8Q: 3 clusters Score -290834.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -290893.718750 Penalty: 2672.155273
	Iteration 9Q: 3 clusters Score -290893.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -290930.718750 Penalty: 2672.155273
	Iteration 10Q: 3 clusters Score -290930.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -290965.531250 Penalty: 2672.155273
	Iteration 11Q: 3 clusters Score -290965.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -290991.437500 Penalty: 2672.155273
	Iteration 12Q: 3 clusters Score -290991.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -291018.656250 Penalty: 2672.155273
	Iteration 13Q: 3 clusters Score -291018.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -291042.218750 Penalty: 2672.155273
	Iteration 14Q: 3 clusters Score -291042.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -291057.125000 Penalty: 2672.155273
	Iteration 15Q: 3 clusters Score -291057.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -291069.187500 Penalty: 2672.155273
	Iteration 16Q: 3 clusters Score -291069.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -291074.468750 Penalty: 2672.155273
	Iteration 17Q: 3 clusters Score -291074.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -291076.968750 Penalty: 2672.155273
	Iteration 18Q: 3 clusters Score -291077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -291078.562500 Penalty: 2672.155273
	Iteration 19Q: 3 clusters Score -291078.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -291078.968750 Penalty: 2672.155273
	Iteration 20F: 3 clusters Score -291079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -291079.843750 Penalty: 2672.155273
	Iteration 21Q: 3 clusters Score -291079.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -291080.875000 Penalty: 2672.155273
	Iteration 22Q: 3 clusters Score -291080.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -291081.437500 Penalty: 2672.155273
	Iteration 23Q: 3 clusters Score -291081.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -291081.187500 Penalty: 2672.155273
	Iteration 24Q: 3 clusters Score -291081.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -291082.406250 Penalty: 2672.155273
	Iteration 25Q: 3 clusters Score -291082.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -291082.937500 Penalty: 2672.155273
	Iteration 26Q: 3 clusters Score -291082.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -291083.312500 Penalty: 2672.155273
	Iteration 27Q: 3 clusters Score -291083.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -291083.875000 Penalty: 2672.155273
	Iteration 28Q: 3 clusters Score -291083.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -291083.375000 Penalty: 2672.155273
	Iteration 29Q: 3 clusters Score -291083.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -291083.562500 Penalty: 2672.155273
	Iteration 30Q: 3 clusters Score -291083.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -291083.562500 Penalty: 2672.155273
	Iteration 31F: 3 clusters Score -291083.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Entering Unmasked Estep 
Score: -190824.265625 Penalty: 1248.253540
	Iteration 0F: 2 clusters Score -190824.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -188641.125000 Penalty: 2496.507080
	Iteration 0F: 3 clusters Score -188641.1 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -189118.921875 Penalty: 2496.507080
	Iteration 1F: 3 clusters Score -189118.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -189254.984375 Penalty: 2496.507080
	Iteration 2F: 3 clusters Score -189255 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -189362.062500 Penalty: 2496.507080
	Iteration 3F: 3 clusters Score -189362.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -189480.812500 Penalty: 2496.507080
	Iteration 4Q: 3 clusters Score -189480.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -189665.281250 Penalty: 2496.507080
	Iteration 5F: 3 clusters Score -189665.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -189891.828125 Penalty: 2496.507080
	Iteration 6F: 3 clusters Score -189891.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -190051.640625 Penalty: 2496.507080
	Iteration 7F: 3 clusters Score -190051.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -190197.406250 Penalty: 2496.507080
	Iteration 8F: 3 clusters Score -190197.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -190287.953125 Penalty: 2496.507080
	Iteration 9Q: 3 clusters Score -190288 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -190341.859375 Penalty: 2496.507080
	Iteration 10Q: 3 clusters Score -190341.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -190391.296875 Penalty: 2496.507080
	Iteration 11Q: 3 clusters Score -190391.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -190412.750000 Penalty: 2496.507080
	Iteration 12Q: 3 clusters Score -190412.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -190426.890625 Penalty: 2496.507080
	Iteration 13Q: 3 clusters Score -190426.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -190441.625000 Penalty: 2496.507080
	Iteration 14Q: 3 clusters Score -190441.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -190450.828125 Penalty: 2496.507080
	Iteration 15Q: 3 clusters Score -190450.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -190463.156250 Penalty: 2496.507080
	Iteration 16Q: 3 clusters Score -190463.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -190469.281250 Penalty: 2496.507080
	Iteration 17Q: 3 clusters Score -190469.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -190480.515625 Penalty: 2496.507080
	Iteration 18Q: 3 clusters Score -190480.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -190492.625000 Penalty: 2496.507080
	Iteration 19Q: 3 clusters Score -190492.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -190499.156250 Penalty: 2496.507080
	Iteration 20F: 3 clusters Score -190499.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -190511.171875 Penalty: 2496.507080
	Iteration 21Q: 3 clusters Score -190511.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -190518.625000 Penalty: 2496.507080
	Iteration 22Q: 3 clusters Score -190518.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -190521.593750 Penalty: 2496.507080
	Iteration 23Q: 3 clusters Score -190521.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -190521.593750 Penalty: 2496.507080
	Iteration 24F: 3 clusters Score -190521.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Entering Unmasked Estep 
Score: -153552.812500 Penalty: 1210.826782
	Iteration 0F: 2 clusters Score -153552.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -151641.515625 Penalty: 2421.653564
	Iteration 0F: 3 clusters Score -151641.5 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -152038.328125 Penalty: 2421.653564
	Iteration 1F: 3 clusters Score -152038.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -152203.734375 Penalty: 2421.653564
	Iteration 2F: 3 clusters Score -152203.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -152311.890625 Penalty: 2421.653564
	Iteration 3F: 3 clusters Score -152311.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -152399.812500 Penalty: 2421.653564
	Iteration 4Q: 3 clusters Score -152399.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -152447.421875 Penalty: 2421.653564
	Iteration 5Q: 3 clusters Score -152447.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -152472.250000 Penalty: 2421.653564
	Iteration 6Q: 3 clusters Score -152472.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -152482.515625 Penalty: 2421.653564
	Iteration 7Q: 3 clusters Score -152482.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -152491.000000 Penalty: 2421.653564
	Iteration 8Q: 3 clusters Score -152491 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -152498.906250 Penalty: 2421.653564
	Iteration 9Q: 3 clusters Score -152498.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -152503.468750 Penalty: 2421.653564
	Iteration 10Q: 3 clusters Score -152503.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -152506.234375 Penalty: 2421.653564
	Iteration 11Q: 3 clusters Score -152506.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -152510.734375 Penalty: 2421.653564
	Iteration 12Q: 3 clusters Score -152510.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -152515.406250 Penalty: 2421.653564
	Iteration 13Q: 3 clusters Score -152515.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -152517.203125 Penalty: 2421.653564
	Iteration 14Q: 3 clusters Score -152517.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -152518.734375 Penalty: 2421.653564
	Iteration 15Q: 3 clusters Score -152518.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -152521.500000 Penalty: 2421.653564
	Iteration 16Q: 3 clusters Score -152521.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -152522.953125 Penalty: 2421.653564
	Iteration 17Q: 3 clusters Score -152523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -152524.203125 Penalty: 2421.653564
	Iteration 18Q: 3 clusters Score -152524.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -152524.609375 Penalty: 2421.653564
	Iteration 19Q: 3 clusters Score -152524.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -152525.312500 Penalty: 2421.653564
	Iteration 20F: 3 clusters Score -152525.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -152526.921875 Penalty: 2421.653564
	Iteration 21Q: 3 clusters Score -152526.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -152529.109375 Penalty: 2421.653564
	Iteration 22Q: 3 clusters Score -152529.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -152530.656250 Penalty: 2421.653564
	Iteration 23Q: 3 clusters Score -152530.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -152531.421875 Penalty: 2421.653564
	Iteration 24Q: 3 clusters Score -152531.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -152531.421875 Penalty: 2421.653564
	Iteration 25F: 3 clusters Score -152531.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Entering Unmasked Estep 
Score: -57941.476562 Penalty: 1065.245483
	Iteration 0F: 2 clusters Score -57941.48 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 350 members 
Entering Unmasked Estep 
Score: -56751.898438 Penalty: 2130.490967
	Iteration 0F: 3 clusters Score -56751.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -56915.804688 Penalty: 2130.490967
	Iteration 1F: 3 clusters Score -56915.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -56956.015625 Penalty: 2130.490967
	Iteration 2Q: 3 clusters Score -56956.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -56978.472656 Penalty: 2130.490967
	Iteration 3Q: 3 clusters Score -56978.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -56996.878906 Penalty: 2130.490967
	Iteration 4Q: 3 clusters Score -56996.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -57017.351562 Penalty: 2130.490967
	Iteration 5Q: 3 clusters Score -57017.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -57030.703125 Penalty: 2130.490967
	Iteration 6Q: 3 clusters Score -57030.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -57052.218750 Penalty: 2130.490967
	Iteration 7Q: 3 clusters Score -57052.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -57072.085938 Penalty: 2130.490967
	Iteration 8Q: 3 clusters Score -57072.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -57088.324219 Penalty: 2130.490967
	Iteration 9Q: 3 clusters Score -57088.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -57108.285156 Penalty: 2130.490967
	Iteration 10Q: 3 clusters Score -57108.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -57143.617188 Penalty: 2130.490967
	Iteration 11Q: 3 clusters Score -57143.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -57163.957031 Penalty: 2130.490967
	Iteration 12Q: 3 clusters Score -57163.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -57177.175781 Penalty: 2130.490967
	Iteration 13Q: 3 clusters Score -57177.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -57207.152344 Penalty: 2130.490967
	Iteration 14Q: 3 clusters Score -57207.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -57229.328125 Penalty: 2130.490967
	Iteration 15Q: 3 clusters Score -57229.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -57239.199219 Penalty: 2130.490967
	Iteration 16Q: 3 clusters Score -57239.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -57245.613281 Penalty: 2130.490967
	Iteration 17Q: 3 clusters Score -57245.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -57263.792969 Penalty: 2130.490967
	Iteration 18Q: 3 clusters Score -57263.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -57286.671875 Penalty: 2130.490967
	Iteration 19Q: 3 clusters Score -57286.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -57305.769531 Penalty: 2130.490967
	Iteration 20F: 3 clusters Score -57305.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -57317.468750 Penalty: 2130.490967
	Iteration 21Q: 3 clusters Score -57317.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -57326.003906 Penalty: 2130.490967
	Iteration 22Q: 3 clusters Score -57326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -57334.226562 Penalty: 2130.490967
	Iteration 23Q: 3 clusters Score -57334.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -57338.156250 Penalty: 2130.490967
	Iteration 24Q: 3 clusters Score -57338.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -57346.378906 Penalty: 2130.490967
	Iteration 25Q: 3 clusters Score -57346.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -57359.066406 Penalty: 2130.490967
	Iteration 26Q: 3 clusters Score -57359.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -57372.812500 Penalty: 2130.490967
	Iteration 27Q: 3 clusters Score -57372.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -57380.273438 Penalty: 2130.490967
	Iteration 28Q: 3 clusters Score -57380.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -57381.820312 Penalty: 2130.490967
	Iteration 29Q: 3 clusters Score -57381.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -57382.800781 Penalty: 2130.490967
	Iteration 30Q: 3 clusters Score -57382.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -57392.488281 Penalty: 2130.490967
	Iteration 31Q: 3 clusters Score -57392.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -57399.785156 Penalty: 2130.490967
	Iteration 32Q: 3 clusters Score -57399.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -57405.171875 Penalty: 2130.490967
	Iteration 33Q: 3 clusters Score -57405.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -57414.273438 Penalty: 2130.490967
	Iteration 34Q: 3 clusters Score -57414.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -57419.160156 Penalty: 2130.490967
	Iteration 35Q: 3 clusters Score -57419.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -57419.593750 Penalty: 2130.490967
	Iteration 36Q: 3 clusters Score -57419.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -57419.593750 Penalty: 2130.490967
	Iteration 37F: 3 clusters Score -57419.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Entering Unmasked Estep 
Score: -243209.234375 Penalty: 1278.404663
	Iteration 0F: 2 clusters Score -243209.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -240735.734375 Penalty: 2556.809326
	Iteration 0F: 3 clusters Score -240735.7 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -241286.890625 Penalty: 2556.809326
	Iteration 1F: 3 clusters Score -241286.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -241403.609375 Penalty: 2556.809326
	Iteration 2F: 3 clusters Score -241403.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -241488.093750 Penalty: 2556.809326
	Iteration 3F: 3 clusters Score -241488.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -241537.890625 Penalty: 2556.809326
	Iteration 4Q: 3 clusters Score -241537.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -241577.031250 Penalty: 2556.809326
	Iteration 5Q: 3 clusters Score -241577 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -241602.187500 Penalty: 2556.809326
	Iteration 6Q: 3 clusters Score -241602.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -241623.234375 Penalty: 2556.809326
	Iteration 7Q: 3 clusters Score -241623.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -241643.890625 Penalty: 2556.809326
	Iteration 8Q: 3 clusters Score -241643.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -241660.015625 Penalty: 2556.809326
	Iteration 9Q: 3 clusters Score -241660 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -241676.406250 Penalty: 2556.809326
	Iteration 10Q: 3 clusters Score -241676.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -241696.265625 Penalty: 2556.809326
	Iteration 11Q: 3 clusters Score -241696.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -241715.453125 Penalty: 2556.809326
	Iteration 12Q: 3 clusters Score -241715.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -241729.625000 Penalty: 2556.809326
	Iteration 13Q: 3 clusters Score -241729.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -241742.046875 Penalty: 2556.809326
	Iteration 14Q: 3 clusters Score -241742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -241754.062500 Penalty: 2556.809326
	Iteration 15Q: 3 clusters Score -241754.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -241764.218750 Penalty: 2556.809326
	Iteration 16Q: 3 clusters Score -241764.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -241774.890625 Penalty: 2556.809326
	Iteration 17Q: 3 clusters Score -241774.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -241782.578125 Penalty: 2556.809326
	Iteration 18Q: 3 clusters Score -241782.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -241787.328125 Penalty: 2556.809326
	Iteration 19Q: 3 clusters Score -241787.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -241791.843750 Penalty: 2556.809326
	Iteration 20F: 3 clusters Score -241791.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -241795.109375 Penalty: 2556.809326
	Iteration 21Q: 3 clusters Score -241795.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -241799.015625 Penalty: 2556.809326
	Iteration 22Q: 3 clusters Score -241799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -241804.750000 Penalty: 2556.809326
	Iteration 23Q: 3 clusters Score -241804.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -241811.468750 Penalty: 2556.809326
	Iteration 24Q: 3 clusters Score -241811.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -241814.625000 Penalty: 2556.809326
	Iteration 25Q: 3 clusters Score -241814.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -241817.625000 Penalty: 2556.809326
	Iteration 26Q: 3 clusters Score -241817.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -241821.046875 Penalty: 2556.809326
	Iteration 27Q: 3 clusters Score -241821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -241823.468750 Penalty: 2556.809326
	Iteration 28Q: 3 clusters Score -241823.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -241826.718750 Penalty: 2556.809326
	Iteration 29Q: 3 clusters Score -241826.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -241831.093750 Penalty: 2556.809326
	Iteration 30Q: 3 clusters Score -241831.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -241836.046875 Penalty: 2556.809326
	Iteration 31Q: 3 clusters Score -241836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -241843.843750 Penalty: 2556.809326
	Iteration 32Q: 3 clusters Score -241843.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -241858.218750 Penalty: 2556.809326
	Iteration 33Q: 3 clusters Score -241858.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -241867.031250 Penalty: 2556.809326
	Iteration 34Q: 3 clusters Score -241867 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -241877.640625 Penalty: 2556.809326
	Iteration 35Q: 3 clusters Score -241877.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -241892.796875 Penalty: 2556.809326
	Iteration 36Q: 3 clusters Score -241892.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -241903.968750 Penalty: 2556.809326
	Iteration 37Q: 3 clusters Score -241904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -241914.468750 Penalty: 2556.809326
	Iteration 38Q: 3 clusters Score -241914.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -241925.937500 Penalty: 2556.809326
	Iteration 39Q: 3 clusters Score -241925.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -241944.281250 Penalty: 2556.809326
	Iteration 40F: 3 clusters Score -241944.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -241959.968750 Penalty: 2556.809326
	Iteration 41Q: 3 clusters Score -241960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -241973.718750 Penalty: 2556.809326
	Iteration 42Q: 3 clusters Score -241973.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -241986.109375 Penalty: 2556.809326
	Iteration 43Q: 3 clusters Score -241986.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -242001.687500 Penalty: 2556.809326
	Iteration 44Q: 3 clusters Score -242001.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -242019.125000 Penalty: 2556.809326
	Iteration 45Q: 3 clusters Score -242019.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -242040.484375 Penalty: 2556.809326
	Iteration 46Q: 3 clusters Score -242040.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -242064.875000 Penalty: 2556.809326
	Iteration 47Q: 3 clusters Score -242064.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -242079.656250 Penalty: 2556.809326
	Iteration 48Q: 3 clusters Score -242079.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -242094.453125 Penalty: 2556.809326
	Iteration 49Q: 3 clusters Score -242094.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -242107.937500 Penalty: 2556.809326
	Iteration 50Q: 3 clusters Score -242107.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -242115.250000 Penalty: 2556.809326
	Iteration 51Q: 3 clusters Score -242115.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -242121.203125 Penalty: 2556.809326
	Iteration 52Q: 3 clusters Score -242121.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -242131.375000 Penalty: 2556.809326
	Iteration 53Q: 3 clusters Score -242131.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -242142.125000 Penalty: 2556.809326
	Iteration 54Q: 3 clusters Score -242142.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -242151.000000 Penalty: 2556.809326
	Iteration 55Q: 3 clusters Score -242151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -242156.593750 Penalty: 2556.809326
	Iteration 56Q: 3 clusters Score -242156.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -242162.515625 Penalty: 2556.809326
	Iteration 57Q: 3 clusters Score -242162.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -242171.796875 Penalty: 2556.809326
	Iteration 58Q: 3 clusters Score -242171.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -242176.609375 Penalty: 2556.809326
	Iteration 59Q: 3 clusters Score -242176.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -242179.359375 Penalty: 2556.809326
	Iteration 60F: 3 clusters Score -242179.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -242182.203125 Penalty: 2556.809326
	Iteration 61Q: 3 clusters Score -242182.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -242183.671875 Penalty: 2556.809326
	Iteration 62Q: 3 clusters Score -242183.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -242184.031250 Penalty: 2556.809326
	Iteration 63Q: 3 clusters Score -242184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -242184.859375 Penalty: 2556.809326
	Iteration 64Q: 3 clusters Score -242184.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -242186.500000 Penalty: 2556.809326
	Iteration 65Q: 3 clusters Score -242186.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -242187.515625 Penalty: 2556.809326
	Iteration 66Q: 3 clusters Score -242187.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -242189.984375 Penalty: 2556.809326
	Iteration 67Q: 3 clusters Score -242190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -242191.812500 Penalty: 2556.809326
	Iteration 68Q: 3 clusters Score -242191.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -242191.937500 Penalty: 2556.809326
	Iteration 69Q: 3 clusters Score -242191.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -242191.937500 Penalty: 2556.809326
	Iteration 70F: 3 clusters Score -242191.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -54516.207031 Penalty: 1075.110596
	Iteration 0F: 2 clusters Score -54516.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -53292.582031 Penalty: 2150.221191
	Iteration 0F: 3 clusters Score -53292.58 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -53664.992188 Penalty: 2150.221191
	Iteration 1F: 3 clusters Score -53664.99 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -53838.781250 Penalty: 2150.221191
	Iteration 2F: 3 clusters Score -53838.78 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -53950.324219 Penalty: 2150.221191
	Iteration 3F: 3 clusters Score -53950.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -54055.527344 Penalty: 2150.221191
	Iteration 4F: 3 clusters Score -54055.53 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -54125.300781 Penalty: 2150.221191
	Iteration 5Q: 3 clusters Score -54125.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -54164.695312 Penalty: 2150.221191
	Iteration 6Q: 3 clusters Score -54164.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -54200.558594 Penalty: 2150.221191
	Iteration 7Q: 3 clusters Score -54200.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -54245.671875 Penalty: 2150.221191
	Iteration 8Q: 3 clusters Score -54245.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -54275.132812 Penalty: 2150.221191
	Iteration 9Q: 3 clusters Score -54275.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -54295.925781 Penalty: 2150.221191
	Iteration 10Q: 3 clusters Score -54295.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -54318.644531 Penalty: 2150.221191
	Iteration 11Q: 3 clusters Score -54318.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -54329.738281 Penalty: 2150.221191
	Iteration 12Q: 3 clusters Score -54329.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -54342.109375 Penalty: 2150.221191
	Iteration 13Q: 3 clusters Score -54342.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -54361.132812 Penalty: 2150.221191
	Iteration 14Q: 3 clusters Score -54361.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -54380.792969 Penalty: 2150.221191
	Iteration 15Q: 3 clusters Score -54380.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -54392.914062 Penalty: 2150.221191
	Iteration 16Q: 3 clusters Score -54392.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -54409.636719 Penalty: 2150.221191
	Iteration 17Q: 3 clusters Score -54409.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -54417.539062 Penalty: 2150.221191
	Iteration 18Q: 3 clusters Score -54417.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -54425.437500 Penalty: 2150.221191
	Iteration 19Q: 3 clusters Score -54425.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -54432.828125 Penalty: 2150.221191
	Iteration 20F: 3 clusters Score -54432.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -54446.187500 Penalty: 2150.221191
	Iteration 21Q: 3 clusters Score -54446.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -54446.187500 Penalty: 2150.221191
	Iteration 22F: 3 clusters Score -54446.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (109055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109055 members 
Entering Unmasked Estep 
Score: -10006102.000000 Penalty: 1884.936157
	Iteration 0F: 2 clusters Score -1.00061e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 54764 members 
Entering Unmasked Estep 
Score: -9933177.000000 Penalty: 3769.872314
	Iteration 0F: 3 clusters Score -9933177 nChanged 52113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51358 members 
Mstep: Class 2 contains 57697 members 
Entering Unmasked Estep 
Score: -9963311.000000 Penalty: 3769.872314
	Iteration 1F: 3 clusters Score -9963311 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49363 members 
Mstep: Class 2 contains 59692 members 
Entering Unmasked Estep 
Score: -9964280.000000 Penalty: 3769.872314
	Iteration 2Q: 3 clusters Score -9964280 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46144 members 
Mstep: Class 2 contains 62911 members 
Entering Unmasked Estep 
Score: -9965829.000000 Penalty: 3769.872314
	Iteration 3Q: 3 clusters Score -9965829 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 67695 members 
Entering Unmasked Estep 
Score: -9968342.000000 Penalty: 3769.872314
	Iteration 4Q: 3 clusters Score -9968342 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 74700 members 
Entering Unmasked Estep 
Score: -9972981.000000 Penalty: 3769.872314
	Iteration 5F: 3 clusters Score -9972981 nChanged 9194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 83728 members 
Entering Unmasked Estep 
Score: -9980635.000000 Penalty: 3769.872314
	Iteration 6F: 3 clusters Score -9980635 nChanged 9633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 93241 members 
Entering Unmasked Estep 
Score: -9989818.000000 Penalty: 3769.872314
	Iteration 7F: 3 clusters Score -9989818 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 100626 members 
Entering Unmasked Estep 
Score: -9997302.000000 Penalty: 3769.872314
	Iteration 8F: 3 clusters Score -9997302 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 104855 members 
Entering Unmasked Estep 
Score: -10001581.000000 Penalty: 3769.872314
	Iteration 9Q: 3 clusters Score -1.000158e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 106608 members 
Entering Unmasked Estep 
Score: -10003444.000000 Penalty: 3769.872314
	Iteration 10Q: 3 clusters Score -1.000344e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 107240 members 
Entering Unmasked Estep 
Score: -10004289.000000 Penalty: 3769.872314
	Iteration 11Q: 3 clusters Score -1.000429e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 107410 members 
Entering Unmasked Estep 
Score: -10004647.000000 Penalty: 3769.872314
	Iteration 12Q: 3 clusters Score -1.000465e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 107433 members 
Entering Unmasked Estep 
Score: -10004875.000000 Penalty: 3769.872314
	Iteration 13Q: 3 clusters Score -1.000488e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 107392 members 
Entering Unmasked Estep 
Score: -10005002.000000 Penalty: 3769.872314
	Iteration 14Q: 3 clusters Score -1.0005e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 107354 members 
Entering Unmasked Estep 
Score: -10005083.000000 Penalty: 3769.872314
	Iteration 15Q: 3 clusters Score -1.000508e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 107306 members 
Entering Unmasked Estep 
Score: -10005147.000000 Penalty: 3769.872314
	Iteration 16Q: 3 clusters Score -1.000515e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 107270 members 
Entering Unmasked Estep 
Score: -10005210.000000 Penalty: 3769.872314
	Iteration 17Q: 3 clusters Score -1.000521e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 107257 members 
Entering Unmasked Estep 
Score: -10005245.000000 Penalty: 3769.872314
	Iteration 18Q: 3 clusters Score -1.000524e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 107225 members 
Entering Unmasked Estep 
Score: -10005276.000000 Penalty: 3769.872314
	Iteration 19Q: 3 clusters Score -1.000528e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 107191 members 
Entering Unmasked Estep 
Score: -10005293.000000 Penalty: 3769.872314
	Iteration 20F: 3 clusters Score -1.000529e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 107162 members 
Entering Unmasked Estep 
Score: -10005312.000000 Penalty: 3769.872314
	Iteration 21Q: 3 clusters Score -1.000531e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 107136 members 
Entering Unmasked Estep 
Score: -10005334.000000 Penalty: 3769.872314
	Iteration 22Q: 3 clusters Score -1.000533e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 107115 members 
Entering Unmasked Estep 
Score: -10005347.000000 Penalty: 3769.872314
	Iteration 23Q: 3 clusters Score -1.000535e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 107097 members 
Entering Unmasked Estep 
Score: -10005345.000000 Penalty: 3769.872314
	Iteration 24Q: 3 clusters Score -1.000534e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 107073 members 
Entering Unmasked Estep 
Score: -10005362.000000 Penalty: 3769.872314
	Iteration 25Q: 3 clusters Score -1.000536e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 107049 members 
Entering Unmasked Estep 
Score: -10005367.000000 Penalty: 3769.872314
	Iteration 26Q: 3 clusters Score -1.000537e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 107024 members 
Entering Unmasked Estep 
Score: -10005362.000000 Penalty: 3769.872314
	Iteration 27Q: 3 clusters Score -1.000536e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 107003 members 
Entering Unmasked Estep 
Score: -10005362.000000 Penalty: 3769.872314
	Iteration 28Q: 3 clusters Score -1.000536e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 106983 members 
Entering Unmasked Estep 
Score: -10005369.000000 Penalty: 3769.872314
	Iteration 29Q: 3 clusters Score -1.000537e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 106966 members 
Entering Unmasked Estep 
Score: -10005382.000000 Penalty: 3769.872314
	Iteration 30Q: 3 clusters Score -1.000538e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 106953 members 
Entering Unmasked Estep 
Score: -10005397.000000 Penalty: 3769.872314
	Iteration 31Q: 3 clusters Score -1.00054e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 106943 members 
Entering Unmasked Estep 
Score: -10005395.000000 Penalty: 3769.872314
	Iteration 32Q: 3 clusters Score -1.00054e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 106933 members 
Entering Unmasked Estep 
Score: -10005407.000000 Penalty: 3769.872314
	Iteration 33Q: 3 clusters Score -1.000541e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 106921 members 
Entering Unmasked Estep 
Score: -10005402.000000 Penalty: 3769.872314
	Iteration 34Q: 3 clusters Score -1.00054e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 106917 members 
Entering Unmasked Estep 
Score: -10005397.000000 Penalty: 3769.872314
	Iteration 35Q: 3 clusters Score -1.00054e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 106912 members 
Entering Unmasked Estep 
Score: -10005408.000000 Penalty: 3769.872314
	Iteration 36Q: 3 clusters Score -1.000541e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 106905 members 
Entering Unmasked Estep 
Score: -10005412.000000 Penalty: 3769.872314
	Iteration 37Q: 3 clusters Score -1.000541e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 106895 members 
Entering Unmasked Estep 
Score: -10005407.000000 Penalty: 3769.872314
	Iteration 38Q: 3 clusters Score -1.000541e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 106884 members 
Entering Unmasked Estep 
Score: -10005418.000000 Penalty: 3769.872314
	Iteration 39Q: 3 clusters Score -1.000542e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 106879 members 
Entering Unmasked Estep 
Score: -10005430.000000 Penalty: 3769.872314
	Iteration 40F: 3 clusters Score -1.000543e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 106877 members 
Entering Unmasked Estep 
Score: -10005419.000000 Penalty: 3769.872314
	Iteration 41Q: 3 clusters Score -1.000542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 106873 members 
Entering Unmasked Estep 
Score: -10005431.000000 Penalty: 3769.872314
	Iteration 42Q: 3 clusters Score -1.000543e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 106867 members 
Entering Unmasked Estep 
Score: -10005431.000000 Penalty: 3769.872314
	Iteration 43Q: 3 clusters Score -1.000543e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 106858 members 
Entering Unmasked Estep 
Score: -10005432.000000 Penalty: 3769.872314
	Iteration 44Q: 3 clusters Score -1.000543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 106853 members 
Entering Unmasked Estep 
Score: -10005430.000000 Penalty: 3769.872314
	Iteration 45Q: 3 clusters Score -1.000543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 106852 members 
Entering Unmasked Estep 
Score: -10005427.000000 Penalty: 3769.872314
	Iteration 46Q: 3 clusters Score -1.000543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 106851 members 
Entering Unmasked Estep 
Score: -10005427.000000 Penalty: 3769.872314
	Iteration 47Q: 3 clusters Score -1.000543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 106849 members 
Entering Unmasked Estep 
Score: -10005425.000000 Penalty: 3769.872314
	Iteration 48Q: 3 clusters Score -1.000542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 106849 members 
Entering Unmasked Estep 
Score: -10005428.000000 Penalty: 3769.872314
	Iteration 49Q: 3 clusters Score -1.000543e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 106849 members 
Entering Unmasked Estep 
Score: -10005428.000000 Penalty: 3769.872314
	Iteration 50F: 3 clusters Score -1.000543e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Entering Unmasked Estep 
Score: -443390.156250 Penalty: 1382.082031
	Iteration 0F: 2 clusters Score -443390.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -439435.781250 Penalty: 2764.164062
	Iteration 0F: 3 clusters Score -439435.8 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -440659.906250 Penalty: 2764.164062
	Iteration 1F: 3 clusters Score -440659.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -440915.718750 Penalty: 2764.164062
	Iteration 2F: 3 clusters Score -440915.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -441109.468750 Penalty: 2764.164062
	Iteration 3F: 3 clusters Score -441109.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -441291.000000 Penalty: 2764.164062
	Iteration 4F: 3 clusters Score -441291 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -441433.968750 Penalty: 2764.164062
	Iteration 5Q: 3 clusters Score -441434 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -441561.500000 Penalty: 2764.164062
	Iteration 6Q: 3 clusters Score -441561.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -441684.343750 Penalty: 2764.164062
	Iteration 7Q: 3 clusters Score -441684.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -441828.437500 Penalty: 2764.164062
	Iteration 8Q: 3 clusters Score -441828.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -441922.437500 Penalty: 2764.164062
	Iteration 9Q: 3 clusters Score -441922.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -441993.906250 Penalty: 2764.164062
	Iteration 10Q: 3 clusters Score -441993.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -442048.625000 Penalty: 2764.164062
	Iteration 11Q: 3 clusters Score -442048.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -442084.625000 Penalty: 2764.164062
	Iteration 12Q: 3 clusters Score -442084.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -442106.156250 Penalty: 2764.164062
	Iteration 13Q: 3 clusters Score -442106.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -442124.843750 Penalty: 2764.164062
	Iteration 14Q: 3 clusters Score -442124.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -442141.093750 Penalty: 2764.164062
	Iteration 15Q: 3 clusters Score -442141.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -442151.875000 Penalty: 2764.164062
	Iteration 16Q: 3 clusters Score -442151.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -442160.906250 Penalty: 2764.164062
	Iteration 17Q: 3 clusters Score -442160.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -442167.218750 Penalty: 2764.164062
	Iteration 18Q: 3 clusters Score -442167.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -442170.625000 Penalty: 2764.164062
	Iteration 19Q: 3 clusters Score -442170.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -442172.718750 Penalty: 2764.164062
	Iteration 20F: 3 clusters Score -442172.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -442174.062500 Penalty: 2764.164062
	Iteration 21Q: 3 clusters Score -442174.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -442174.625000 Penalty: 2764.164062
	Iteration 22Q: 3 clusters Score -442174.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -442176.781250 Penalty: 2764.164062
	Iteration 23Q: 3 clusters Score -442176.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -442177.343750 Penalty: 2764.164062
	Iteration 24Q: 3 clusters Score -442177.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -442181.062500 Penalty: 2764.164062
	Iteration 25Q: 3 clusters Score -442181.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -442183.812500 Penalty: 2764.164062
	Iteration 26Q: 3 clusters Score -442183.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -442187.625000 Penalty: 2764.164062
	Iteration 27Q: 3 clusters Score -442187.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -442189.062500 Penalty: 2764.164062
	Iteration 28Q: 3 clusters Score -442189.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -442192.187500 Penalty: 2764.164062
	Iteration 29Q: 3 clusters Score -442192.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -442193.812500 Penalty: 2764.164062
	Iteration 30Q: 3 clusters Score -442193.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -442195.281250 Penalty: 2764.164062
	Iteration 31Q: 3 clusters Score -442195.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -442194.250000 Penalty: 2764.164062
	Iteration 32Q: 3 clusters Score -442194.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -442196.562500 Penalty: 2764.164062
	Iteration 33Q: 3 clusters Score -442196.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -442196.718750 Penalty: 2764.164062
	Iteration 34Q: 3 clusters Score -442196.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -442197.562500 Penalty: 2764.164062
	Iteration 35Q: 3 clusters Score -442197.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -442199.375000 Penalty: 2764.164062
	Iteration 36Q: 3 clusters Score -442199.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -442198.750000 Penalty: 2764.164062
	Iteration 37Q: 3 clusters Score -442198.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -442200.343750 Penalty: 2764.164062
	Iteration 38Q: 3 clusters Score -442200.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -442200.843750 Penalty: 2764.164062
	Iteration 39Q: 3 clusters Score -442200.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -442200.125000 Penalty: 2764.164062
	Iteration 40F: 3 clusters Score -442200.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -442200.781250 Penalty: 2764.164062
	Iteration 41Q: 3 clusters Score -442200.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -442200.781250 Penalty: 2764.164062
	Iteration 42F: 3 clusters Score -442200.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Entering Unmasked Estep 
Score: -253407.296875 Penalty: 1296.976074
	Iteration 0F: 2 clusters Score -253407.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -250722.390625 Penalty: 2593.952148
	Iteration 0F: 3 clusters Score -250722.4 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -251385.000000 Penalty: 2593.952148
	Iteration 1F: 3 clusters Score -251385 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -251610.515625 Penalty: 2593.952148
	Iteration 2F: 3 clusters Score -251610.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -251845.265625 Penalty: 2593.952148
	Iteration 3F: 3 clusters Score -251845.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -252065.375000 Penalty: 2593.952148
	Iteration 4F: 3 clusters Score -252065.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -252228.265625 Penalty: 2593.952148
	Iteration 5F: 3 clusters Score -252228.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -252319.718750 Penalty: 2593.952148
	Iteration 6Q: 3 clusters Score -252319.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -252382.078125 Penalty: 2593.952148
	Iteration 7Q: 3 clusters Score -252382.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -252433.875000 Penalty: 2593.952148
	Iteration 8Q: 3 clusters Score -252433.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -252465.296875 Penalty: 2593.952148
	Iteration 9Q: 3 clusters Score -252465.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -252487.343750 Penalty: 2593.952148
	Iteration 10Q: 3 clusters Score -252487.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -252507.796875 Penalty: 2593.952148
	Iteration 11Q: 3 clusters Score -252507.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -252528.843750 Penalty: 2593.952148
	Iteration 12Q: 3 clusters Score -252528.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -252547.812500 Penalty: 2593.952148
	Iteration 13Q: 3 clusters Score -252547.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -252564.718750 Penalty: 2593.952148
	Iteration 14Q: 3 clusters Score -252564.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -252580.859375 Penalty: 2593.952148
	Iteration 15Q: 3 clusters Score -252580.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -252601.781250 Penalty: 2593.952148
	Iteration 16Q: 3 clusters Score -252601.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -252621.265625 Penalty: 2593.952148
	Iteration 17Q: 3 clusters Score -252621.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -252642.156250 Penalty: 2593.952148
	Iteration 18Q: 3 clusters Score -252642.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -252664.546875 Penalty: 2593.952148
	Iteration 19Q: 3 clusters Score -252664.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -252682.546875 Penalty: 2593.952148
	Iteration 20F: 3 clusters Score -252682.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -252693.406250 Penalty: 2593.952148
	Iteration 21Q: 3 clusters Score -252693.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -252699.937500 Penalty: 2593.952148
	Iteration 22Q: 3 clusters Score -252699.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -252708.000000 Penalty: 2593.952148
	Iteration 23Q: 3 clusters Score -252708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -252712.953125 Penalty: 2593.952148
	Iteration 24Q: 3 clusters Score -252713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -252714.671875 Penalty: 2593.952148
	Iteration 25Q: 3 clusters Score -252714.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -252716.171875 Penalty: 2593.952148
	Iteration 26Q: 3 clusters Score -252716.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -252717.531250 Penalty: 2593.952148
	Iteration 27Q: 3 clusters Score -252717.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -252718.125000 Penalty: 2593.952148
	Iteration 28Q: 3 clusters Score -252718.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -252718.812500 Penalty: 2593.952148
	Iteration 29Q: 3 clusters Score -252718.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -252718.812500 Penalty: 2593.952148
	Iteration 30F: 3 clusters Score -252718.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Entering Unmasked Estep 
Score: -522585.093750 Penalty: 1405.050659
	Iteration 0F: 2 clusters Score -522585.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -518217.562500 Penalty: 2810.101318
	Iteration 0F: 3 clusters Score -518217.6 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -519505.937500 Penalty: 2810.101318
	Iteration 1F: 3 clusters Score -519505.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -519696.437500 Penalty: 2810.101318
	Iteration 2F: 3 clusters Score -519696.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -519839.312500 Penalty: 2810.101318
	Iteration 3Q: 3 clusters Score -519839.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -519933.343750 Penalty: 2810.101318
	Iteration 4Q: 3 clusters Score -519933.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -520007.812500 Penalty: 2810.101318
	Iteration 5Q: 3 clusters Score -520007.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -520070.812500 Penalty: 2810.101318
	Iteration 6Q: 3 clusters Score -520070.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -520130.531250 Penalty: 2810.101318
	Iteration 7Q: 3 clusters Score -520130.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -520187.625000 Penalty: 2810.101318
	Iteration 8Q: 3 clusters Score -520187.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -520236.656250 Penalty: 2810.101318
	Iteration 9Q: 3 clusters Score -520236.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -520294.281250 Penalty: 2810.101318
	Iteration 10Q: 3 clusters Score -520294.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -520347.718750 Penalty: 2810.101318
	Iteration 11Q: 3 clusters Score -520347.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -520399.781250 Penalty: 2810.101318
	Iteration 12Q: 3 clusters Score -520399.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -520464.125000 Penalty: 2810.101318
	Iteration 13Q: 3 clusters Score -520464.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -520531.250000 Penalty: 2810.101318
	Iteration 14Q: 3 clusters Score -520531.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -520594.031250 Penalty: 2810.101318
	Iteration 15Q: 3 clusters Score -520594 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -520655.500000 Penalty: 2810.101318
	Iteration 16Q: 3 clusters Score -520655.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -520706.343750 Penalty: 2810.101318
	Iteration 17Q: 3 clusters Score -520706.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -520742.093750 Penalty: 2810.101318
	Iteration 18Q: 3 clusters Score -520742.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -520780.750000 Penalty: 2810.101318
	Iteration 19Q: 3 clusters Score -520780.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -520813.937500 Penalty: 2810.101318
	Iteration 20F: 3 clusters Score -520813.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -520851.625000 Penalty: 2810.101318
	Iteration 21Q: 3 clusters Score -520851.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -520878.843750 Penalty: 2810.101318
	Iteration 22Q: 3 clusters Score -520878.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -520899.218750 Penalty: 2810.101318
	Iteration 23Q: 3 clusters Score -520899.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -520914.250000 Penalty: 2810.101318
	Iteration 24Q: 3 clusters Score -520914.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -520932.781250 Penalty: 2810.101318
	Iteration 25Q: 3 clusters Score -520932.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -520948.906250 Penalty: 2810.101318
	Iteration 26Q: 3 clusters Score -520948.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -520960.812500 Penalty: 2810.101318
	Iteration 27Q: 3 clusters Score -520960.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -520967.937500 Penalty: 2810.101318
	Iteration 28Q: 3 clusters Score -520967.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -520974.312500 Penalty: 2810.101318
	Iteration 29Q: 3 clusters Score -520974.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -520981.312500 Penalty: 2810.101318
	Iteration 30Q: 3 clusters Score -520981.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -520988.312500 Penalty: 2810.101318
	Iteration 31Q: 3 clusters Score -520988.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -520998.656250 Penalty: 2810.101318
	Iteration 32Q: 3 clusters Score -520998.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -521007.625000 Penalty: 2810.101318
	Iteration 33Q: 3 clusters Score -521007.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -521015.375000 Penalty: 2810.101318
	Iteration 34Q: 3 clusters Score -521015.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -521020.937500 Penalty: 2810.101318
	Iteration 35Q: 3 clusters Score -521020.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -521025.125000 Penalty: 2810.101318
	Iteration 36Q: 3 clusters Score -521025.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -521031.187500 Penalty: 2810.101318
	Iteration 37Q: 3 clusters Score -521031.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -521035.437500 Penalty: 2810.101318
	Iteration 38Q: 3 clusters Score -521035.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -521043.562500 Penalty: 2810.101318
	Iteration 39Q: 3 clusters Score -521043.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -521050.687500 Penalty: 2810.101318
	Iteration 40F: 3 clusters Score -521050.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -521056.562500 Penalty: 2810.101318
	Iteration 41Q: 3 clusters Score -521056.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -521062.125000 Penalty: 2810.101318
	Iteration 42Q: 3 clusters Score -521062.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -521069.437500 Penalty: 2810.101318
	Iteration 43Q: 3 clusters Score -521069.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -521076.656250 Penalty: 2810.101318
	Iteration 44Q: 3 clusters Score -521076.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -521084.968750 Penalty: 2810.101318
	Iteration 45Q: 3 clusters Score -521085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -521090.812500 Penalty: 2810.101318
	Iteration 46Q: 3 clusters Score -521090.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -521098.187500 Penalty: 2810.101318
	Iteration 47Q: 3 clusters Score -521098.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -521104.062500 Penalty: 2810.101318
	Iteration 48Q: 3 clusters Score -521104.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -521110.718750 Penalty: 2810.101318
	Iteration 49Q: 3 clusters Score -521110.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -521115.531250 Penalty: 2810.101318
	Iteration 50Q: 3 clusters Score -521115.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -521122.218750 Penalty: 2810.101318
	Iteration 51Q: 3 clusters Score -521122.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -521125.312500 Penalty: 2810.101318
	Iteration 52Q: 3 clusters Score -521125.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -521129.437500 Penalty: 2810.101318
	Iteration 53Q: 3 clusters Score -521129.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -521132.750000 Penalty: 2810.101318
	Iteration 54Q: 3 clusters Score -521132.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -521139.187500 Penalty: 2810.101318
	Iteration 55Q: 3 clusters Score -521139.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -521145.343750 Penalty: 2810.101318
	Iteration 56Q: 3 clusters Score -521145.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -521148.875000 Penalty: 2810.101318
	Iteration 57Q: 3 clusters Score -521148.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -521151.843750 Penalty: 2810.101318
	Iteration 58Q: 3 clusters Score -521151.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -521153.593750 Penalty: 2810.101318
	Iteration 59Q: 3 clusters Score -521153.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -521156.750000 Penalty: 2810.101318
	Iteration 60F: 3 clusters Score -521156.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -521159.125000 Penalty: 2810.101318
	Iteration 61Q: 3 clusters Score -521159.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -521160.468750 Penalty: 2810.101318
	Iteration 62Q: 3 clusters Score -521160.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -521160.812500 Penalty: 2810.101318
	Iteration 63Q: 3 clusters Score -521160.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -521161.375000 Penalty: 2810.101318
	Iteration 64Q: 3 clusters Score -521161.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -521162.218750 Penalty: 2810.101318
	Iteration 65Q: 3 clusters Score -521162.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -521162.437500 Penalty: 2810.101318
	Iteration 66Q: 3 clusters Score -521162.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -521162.187500 Penalty: 2810.101318
	Iteration 67Q: 3 clusters Score -521162.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -521161.468750 Penalty: 2810.101318
	Iteration 68Q: 3 clusters Score -521161.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -521161.468750 Penalty: 2810.101318
	Iteration 69F: 3 clusters Score -521161.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59884 members 
Mstep: Class 2 contains 20988 members 
Mstep: Class 3 contains 6329 members 
Mstep: Class 4 contains 18430 members 
Mstep: Class 5 contains 21905 members 
Mstep: Class 6 contains 51331 members 
Mstep: Class 7 contains 5482 members 
Mstep: Class 8 contains 63899 members 
Mstep: Class 9 contains 10087 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 12890 members 
Mstep: Class 13 contains 120833 members 
Mstep: Class 14 contains 54126 members 
Mstep: Class 15 contains 127906 members 
Mstep: Class 16 contains 42012 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 10327 members 
Mstep: Class 19 contains 9815 members 
Mstep: Class 20 contains 1664 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1200 members 
Mstep: Class 23 contains 3372 members 
Mstep: Class 24 contains 1833 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2896 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 123792 members 
Mstep: Class 29 contains 15782 members 
Mstep: Class 30 contains 1271 members 
Mstep: Class 31 contains 7854 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3214 members 
Mstep: Class 34 contains 1159 members 
Mstep: Class 35 contains 5691 members 
Mstep: Class 36 contains 3722 members 
Mstep: Class 37 contains 2168 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 109055 members 
Mstep: Class 43 contains 4940 members 
Mstep: Class 44 contains 2926 members 
Mstep: Class 45 contains 5690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449984.000000 Penalty: 100714.671875
Iteration 199Q: 46 clusters Score -8.444998e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59883 members 
Mstep: Class 2 contains 20988 members 
Mstep: Class 3 contains 6329 members 
Mstep: Class 4 contains 18430 members 
Mstep: Class 5 contains 21906 members 
Mstep: Class 6 contains 51331 members 
Mstep: Class 7 contains 5461 members 
Mstep: Class 8 contains 63901 members 
Mstep: Class 9 contains 10087 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 12894 members 
Mstep: Class 13 contains 120833 members 
Mstep: Class 14 contains 54114 members 
Mstep: Class 15 contains 127904 members 
Mstep: Class 16 contains 42012 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 10327 members 
Mstep: Class 19 contains 9819 members 
Mstep: Class 20 contains 1664 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1200 members 
Mstep: Class 23 contains 3372 members 
Mstep: Class 24 contains 1833 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2897 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 123790 members 
Mstep: Class 29 contains 15782 members 
Mstep: Class 30 contains 1271 members 
Mstep: Class 31 contains 7882 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3213 members 
Mstep: Class 34 contains 1159 members 
Mstep: Class 35 contains 5691 members 
Mstep: Class 36 contains 3721 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 109049 members 
Mstep: Class 43 contains 4945 members 
Mstep: Class 44 contains 2926 members 
Mstep: Class 45 contains 5690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450024.000000 Penalty: 100714.671875
Iteration 200F: 46 clusters Score -8.445002e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59883 members 
Mstep: Class 2 contains 20988 members 
Mstep: Class 3 contains 6328 members 
Mstep: Class 4 contains 18430 members 
Mstep: Class 5 contains 21907 members 
Mstep: Class 6 contains 51331 members 
Mstep: Class 7 contains 5446 members 
Mstep: Class 8 contains 63905 members 
Mstep: Class 9 contains 10087 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 12895 members 
Mstep: Class 13 contains 120831 members 
Mstep: Class 14 contains 54098 members 
Mstep: Class 15 contains 127907 members 
Mstep: Class 16 contains 42012 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 10327 members 
Mstep: Class 19 contains 9822 members 
Mstep: Class 20 contains 1666 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1200 members 
Mstep: Class 23 contains 3372 members 
Mstep: Class 24 contains 1833 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2897 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 123788 members 
Mstep: Class 29 contains 15783 members 
Mstep: Class 30 contains 1271 members 
Mstep: Class 31 contains 7904 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3213 members 
Mstep: Class 34 contains 1159 members 
Mstep: Class 35 contains 5691 members 
Mstep: Class 36 contains 3717 members 
Mstep: Class 37 contains 2170 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 109044 members 
Mstep: Class 43 contains 4951 members 
Mstep: Class 44 contains 2926 members 
Mstep: Class 45 contains 5691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450048.000000 Penalty: 100714.671875
Iteration 201Q: 46 clusters Score -8.445005e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59883 members 
Mstep: Class 2 contains 20988 members 
Mstep: Class 3 contains 6328 members 
Mstep: Class 4 contains 18430 members 
Mstep: Class 5 contains 21905 members 
Mstep: Class 6 contains 51331 members 
Mstep: Class 7 contains 5431 members 
Mstep: Class 8 contains 63908 members 
Mstep: Class 9 contains 10087 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 12897 members 
Mstep: Class 13 contains 120830 members 
Mstep: Class 14 contains 54084 members 
Mstep: Class 15 contains 127911 members 
Mstep: Class 16 contains 42012 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 10327 members 
Mstep: Class 19 contains 9826 members 
Mstep: Class 20 contains 1667 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1200 members 
Mstep: Class 23 contains 3372 members 
Mstep: Class 24 contains 1833 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2897 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 123789 members 
Mstep: Class 29 contains 15785 members 
Mstep: Class 30 contains 1271 members 
Mstep: Class 31 contains 7922 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3213 members 
Mstep: Class 34 contains 1159 members 
Mstep: Class 35 contains 5691 members 
Mstep: Class 36 contains 3715 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 109028 members 
Mstep: Class 43 contains 4966 members 
Mstep: Class 44 contains 2926 members 
Mstep: Class 45 contains 5692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450104.000000 Penalty: 100714.671875
Iteration 202Q: 46 clusters Score -8.44501e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59883 members 
Mstep: Class 2 contains 20989 members 
Mstep: Class 3 contains 6331 members 
Mstep: Class 4 contains 18430 members 
Mstep: Class 5 contains 21908 members 
Mstep: Class 6 contains 51331 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 63912 members 
Mstep: Class 9 contains 10088 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 12899 members 
Mstep: Class 13 contains 120825 members 
Mstep: Class 14 contains 54066 members 
Mstep: Class 15 contains 127911 members 
Mstep: Class 16 contains 42012 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 10327 members 
Mstep: Class 19 contains 9839 members 
Mstep: Class 20 contains 1667 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1200 members 
Mstep: Class 23 contains 3372 members 
Mstep: Class 24 contains 1833 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2897 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 123789 members 
Mstep: Class 29 contains 15785 members 
Mstep: Class 30 contains 1271 members 
Mstep: Class 31 contains 7928 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3213 members 
Mstep: Class 34 contains 1159 members 
Mstep: Class 35 contains 5690 members 
Mstep: Class 36 contains 3713 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 109020 members 
Mstep: Class 43 contains 4974 members 
Mstep: Class 44 contains 2926 members 
Mstep: Class 45 contains 5693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450112.000000 Penalty: 100714.671875
Iteration 203Q: 46 clusters Score -8.445011e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59883 members 
Mstep: Class 2 contains 20990 members 
Mstep: Class 3 contains 6332 members 
Mstep: Class 4 contains 18430 members 
Mstep: Class 5 contains 21907 members 
Mstep: Class 6 contains 51331 members 
Mstep: Class 7 contains 5417 members 
Mstep: Class 8 contains 63914 members 
Mstep: Class 9 contains 10090 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 12901 members 
Mstep: Class 13 contains 120825 members 
Mstep: Class 14 contains 54051 members 
Mstep: Class 15 contains 127912 members 
Mstep: Class 16 contains 42013 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 10328 members 
Mstep: Class 19 contains 9845 members 
Mstep: Class 20 contains 1667 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1200 members 
Mstep: Class 23 contains 3372 members 
Mstep: Class 24 contains 1833 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2897 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 123791 members 
Mstep: Class 29 contains 15784 members 
Mstep: Class 30 contains 1271 members 
Mstep: Class 31 contains 7939 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3213 members 
Mstep: Class 34 contains 1159 members 
Mstep: Class 35 contains 5689 members 
Mstep: Class 36 contains 3709 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 109010 members 
Mstep: Class 43 contains 4980 members 
Mstep: Class 44 contains 2926 members 
Mstep: Class 45 contains 5695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450088.000000 Penalty: 100714.671875
Iteration 204Q: 46 clusters Score -8.445009e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59883 members 
Mstep: Class 2 contains 20993 members 
Mstep: Class 3 contains 6332 members 
Mstep: Class 4 contains 18430 members 
Mstep: Class 5 contains 21905 members 
Mstep: Class 6 contains 51331 members 
Mstep: Class 7 contains 5408 members 
Mstep: Class 8 contains 63915 members 
Mstep: Class 9 contains 10088 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 12902 members 
Mstep: Class 13 contains 120825 members 
Mstep: Class 14 contains 54045 members 
Mstep: Class 15 contains 127914 members 
Mstep: Class 16 contains 42013 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 10329 members 
Mstep: Class 19 contains 9851 members 
Mstep: Class 20 contains 1667 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1199 members 
Mstep: Class 23 contains 3373 members 
Mstep: Class 24 contains 1834 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2897 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 123793 members 
Mstep: Class 29 contains 15784 members 
Mstep: Class 30 contains 1271 members 
Mstep: Class 31 contains 7951 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3213 members 
Mstep: Class 34 contains 1159 members 
Mstep: Class 35 contains 5688 members 
Mstep: Class 36 contains 3707 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 108999 members 
Mstep: Class 43 contains 4984 members 
Mstep: Class 44 contains 2926 members 
Mstep: Class 45 contains 5695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450080.000000 Penalty: 100714.671875
Iteration 205Q: 46 clusters Score -8.445008e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59883 members 
Mstep: Class 2 contains 20993 members 
Mstep: Class 3 contains 6332 members 
Mstep: Class 4 contains 18430 members 
Mstep: Class 5 contains 21905 members 
Mstep: Class 6 contains 51331 members 
Mstep: Class 7 contains 5395 members 
Mstep: Class 8 contains 63917 members 
Mstep: Class 9 contains 10088 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 12903 members 
Mstep: Class 13 contains 120825 members 
Mstep: Class 14 contains 54039 members 
Mstep: Class 15 contains 127915 members 
Mstep: Class 16 contains 42012 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 10330 members 
Mstep: Class 19 contains 9853 members 
Mstep: Class 20 contains 1666 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1200 members 
Mstep: Class 23 contains 3375 members 
Mstep: Class 24 contains 1834 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2897 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 123794 members 
Mstep: Class 29 contains 15783 members 
Mstep: Class 30 contains 1271 members 
Mstep: Class 31 contains 7967 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3213 members 
Mstep: Class 34 contains 1159 members 
Mstep: Class 35 contains 5687 members 
Mstep: Class 36 contains 3705 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 108990 members 
Mstep: Class 43 contains 4990 members 
Mstep: Class 44 contains 2926 members 
Mstep: Class 45 contains 5696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450096.000000 Penalty: 100714.671875
Iteration 206Q: 46 clusters Score -8.44501e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59883 members 
Mstep: Class 2 contains 20993 members 
Mstep: Class 3 contains 6333 members 
Mstep: Class 4 contains 18430 members 
Mstep: Class 5 contains 21901 members 
Mstep: Class 6 contains 51331 members 
Mstep: Class 7 contains 5385 members 
Mstep: Class 8 contains 63920 members 
Mstep: Class 9 contains 10089 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 12904 members 
Mstep: Class 13 contains 120826 members 
Mstep: Class 14 contains 54031 members 
Mstep: Class 15 contains 127923 members 
Mstep: Class 16 contains 42012 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 10330 members 
Mstep: Class 19 contains 9853 members 
Mstep: Class 20 contains 1666 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1201 members 
Mstep: Class 23 contains 3376 members 
Mstep: Class 24 contains 1834 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2897 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 123795 members 
Mstep: Class 29 contains 15783 members 
Mstep: Class 30 contains 1271 members 
Mstep: Class 31 contains 7977 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3213 members 
Mstep: Class 34 contains 1159 members 
Mstep: Class 35 contains 5686 members 
Mstep: Class 36 contains 3706 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 108981 members 
Mstep: Class 43 contains 4994 members 
Mstep: Class 44 contains 2926 members 
Mstep: Class 45 contains 5695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450096.000000 Penalty: 100714.671875
Iteration 207Q: 46 clusters Score -8.44501e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 20992 members 
Mstep: Class 3 contains 6332 members 
Mstep: Class 4 contains 18430 members 
Mstep: Class 5 contains 21901 members 
Mstep: Class 6 contains 51331 members 
Mstep: Class 7 contains 5379 members 
Mstep: Class 8 contains 63924 members 
Mstep: Class 9 contains 10090 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 12904 members 
Mstep: Class 13 contains 120824 members 
Mstep: Class 14 contains 54027 members 
Mstep: Class 15 contains 127925 members 
Mstep: Class 16 contains 42012 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 9849 members 
Mstep: Class 20 contains 1666 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1201 members 
Mstep: Class 23 contains 3377 members 
Mstep: Class 24 contains 1834 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2898 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 123796 members 
Mstep: Class 29 contains 15783 members 
Mstep: Class 30 contains 1271 members 
Mstep: Class 31 contains 7988 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3213 members 
Mstep: Class 34 contains 1159 members 
Mstep: Class 35 contains 5685 members 
Mstep: Class 36 contains 3706 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 108968 members 
Mstep: Class 43 contains 5004 members 
Mstep: Class 44 contains 2926 members 
Mstep: Class 45 contains 5696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450096.000000 Penalty: 100714.671875
Iteration 208Q: 46 clusters Score -8.44501e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 20992 members 
Mstep: Class 3 contains 6332 members 
Mstep: Class 4 contains 18430 members 
Mstep: Class 5 contains 21901 members 
Mstep: Class 6 contains 51331 members 
Mstep: Class 7 contains 5374 members 
Mstep: Class 8 contains 63926 members 
Mstep: Class 9 contains 10090 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 12905 members 
Mstep: Class 13 contains 120825 members 
Mstep: Class 14 contains 54022 members 
Mstep: Class 15 contains 127926 members 
Mstep: Class 16 contains 42012 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 9848 members 
Mstep: Class 20 contains 1666 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1201 members 
Mstep: Class 23 contains 3377 members 
Mstep: Class 24 contains 1834 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2897 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 123797 members 
Mstep: Class 29 contains 15783 members 
Mstep: Class 30 contains 1271 members 
Mstep: Class 31 contains 7999 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3213 members 
Mstep: Class 34 contains 1159 members 
Mstep: Class 35 contains 5685 members 
Mstep: Class 36 contains 3705 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 108954 members 
Mstep: Class 43 contains 5014 members 
Mstep: Class 44 contains 2926 members 
Mstep: Class 45 contains 5696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450096.000000 Penalty: 100714.671875
Iteration 209Q: 46 clusters Score -8.44501e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 20993 members 
Mstep: Class 3 contains 6332 members 
Mstep: Class 4 contains 18430 members 
Mstep: Class 5 contains 21900 members 
Mstep: Class 6 contains 51331 members 
Mstep: Class 7 contains 5369 members 
Mstep: Class 8 contains 63925 members 
Mstep: Class 9 contains 10088 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 12908 members 
Mstep: Class 13 contains 120827 members 
Mstep: Class 14 contains 54016 members 
Mstep: Class 15 contains 127928 members 
Mstep: Class 16 contains 42012 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 9848 members 
Mstep: Class 20 contains 1667 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1202 members 
Mstep: Class 23 contains 3378 members 
Mstep: Class 24 contains 1834 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2897 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 123797 members 
Mstep: Class 29 contains 15783 members 
Mstep: Class 30 contains 1271 members 
Mstep: Class 31 contains 8005 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3213 members 
Mstep: Class 34 contains 1159 members 
Mstep: Class 35 contains 5685 members 
Mstep: Class 36 contains 3705 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 108946 members 
Mstep: Class 43 contains 5018 members 
Mstep: Class 44 contains 2927 members 
Mstep: Class 45 contains 5696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450128.000000 Penalty: 100714.671875
Iteration 210Q: 46 clusters Score -8.445013e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 20994 members 
Mstep: Class 3 contains 6332 members 
Mstep: Class 4 contains 18430 members 
Mstep: Class 5 contains 21905 members 
Mstep: Class 6 contains 51331 members 
Mstep: Class 7 contains 5368 members 
Mstep: Class 8 contains 63928 members 
Mstep: Class 9 contains 10087 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 12912 members 
Mstep: Class 13 contains 120826 members 
Mstep: Class 14 contains 54009 members 
Mstep: Class 15 contains 127926 members 
Mstep: Class 16 contains 42012 members 
Mstep: Class 17 contains 1423 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 9850 members 
Mstep: Class 20 contains 1666 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1203 members 
Mstep: Class 23 contains 3378 members 
Mstep: Class 24 contains 1834 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2897 members 
Mstep: Class 27 contains 1558 members 
Mstep: Class 28 contains 123796 members 
Mstep: Class 29 contains 15783 members 
Mstep: Class 30 contains 1271 members 
Mstep: Class 31 contains 8007 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3213 members 
Mstep: Class 34 contains 1159 members 
Mstep: Class 35 contains 5685 members 
Mstep: Class 36 contains 3704 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 108940 members 
Mstep: Class 43 contains 5020 members 
Mstep: Class 44 contains 2927 members 
Mstep: Class 45 contains 5696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450080.000000 Penalty: 100714.671875
Iteration 211Q: 46 clusters Score -8.445008e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 20994 members 
Mstep: Class 3 contains 6332 members 
Mstep: Class 4 contains 18430 members 
Mstep: Class 5 contains 21905 members 
Mstep: Class 6 contains 51331 members 
Mstep: Class 7 contains 5367 members 
Mstep: Class 8 contains 63925 members 
Mstep: Class 9 contains 10087 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 12914 members 
Mstep: Class 13 contains 120825 members 
Mstep: Class 14 contains 54003 members 
Mstep: Class 15 contains 127926 members 
Mstep: Class 16 contains 42012 members 
Mstep: Class 17 contains 1423 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 9853 members 
Mstep: Class 20 contains 1666 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1203 members 
Mstep: Class 23 contains 3379 members 
Mstep: Class 24 contains 1834 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2897 members 
Mstep: Class 27 contains 1560 members 
Mstep: Class 28 contains 123796 members 
Mstep: Class 29 contains 15783 members 
Mstep: Class 30 contains 1271 members 
Mstep: Class 31 contains 8010 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3213 members 
Mstep: Class 34 contains 1158 members 
Mstep: Class 35 contains 5685 members 
Mstep: Class 36 contains 3704 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 703 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 108941 members 
Mstep: Class 43 contains 5020 members 
Mstep: Class 44 contains 2927 members 
Mstep: Class 45 contains 5696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450064.000000 Penalty: 100714.671875
Iteration 212Q: 46 clusters Score -8.445006e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 20994 members 
Mstep: Class 3 contains 6332 members 
Mstep: Class 4 contains 18430 members 
Mstep: Class 5 contains 21906 members 
Mstep: Class 6 contains 51331 members 
Mstep: Class 7 contains 5367 members 
Mstep: Class 8 contains 63925 members 
Mstep: Class 9 contains 10085 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 12914 members 
Mstep: Class 13 contains 120825 members 
Mstep: Class 14 contains 53996 members 
Mstep: Class 15 contains 127926 members 
Mstep: Class 16 contains 42012 members 
Mstep: Class 17 contains 1423 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 9852 members 
Mstep: Class 20 contains 1666 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1203 members 
Mstep: Class 23 contains 3379 members 
Mstep: Class 24 contains 1834 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2898 members 
Mstep: Class 27 contains 1561 members 
Mstep: Class 28 contains 123796 members 
Mstep: Class 29 contains 15783 members 
Mstep: Class 30 contains 1271 members 
Mstep: Class 31 contains 8013 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3213 members 
Mstep: Class 34 contains 1157 members 
Mstep: Class 35 contains 5685 members 
Mstep: Class 36 contains 3704 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 704 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 108942 members 
Mstep: Class 43 contains 5023 members 
Mstep: Class 44 contains 2927 members 
Mstep: Class 45 contains 5696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450072.000000 Penalty: 100714.671875
Iteration 213Q: 46 clusters Score -8.445007e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 20996 members 
Mstep: Class 3 contains 6332 members 
Mstep: Class 4 contains 18430 members 
Mstep: Class 5 contains 21906 members 
Mstep: Class 6 contains 51331 members 
Mstep: Class 7 contains 5367 members 
Mstep: Class 8 contains 63925 members 
Mstep: Class 9 contains 10084 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 12914 members 
Mstep: Class 13 contains 120823 members 
Mstep: Class 14 contains 53985 members 
Mstep: Class 15 contains 127926 members 
Mstep: Class 16 contains 42012 members 
Mstep: Class 17 contains 1423 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 9858 members 
Mstep: Class 20 contains 1666 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1203 members 
Mstep: Class 23 contains 3380 members 
Mstep: Class 24 contains 1834 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2898 members 
Mstep: Class 27 contains 1562 members 
Mstep: Class 28 contains 123796 members 
Mstep: Class 29 contains 15783 members 
Mstep: Class 30 contains 1271 members 
Mstep: Class 31 contains 8012 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3213 members 
Mstep: Class 34 contains 1157 members 
Mstep: Class 35 contains 5685 members 
Mstep: Class 36 contains 3704 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 704 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 108947 members 
Mstep: Class 43 contains 5023 members 
Mstep: Class 44 contains 2927 members 
Mstep: Class 45 contains 5696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450056.000000 Penalty: 100714.671875
Iteration 214Q: 46 clusters Score -8.445006e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 20997 members 
Mstep: Class 3 contains 6332 members 
Mstep: Class 4 contains 18430 members 
Mstep: Class 5 contains 21906 members 
Mstep: Class 6 contains 51331 members 
Mstep: Class 7 contains 5367 members 
Mstep: Class 8 contains 63926 members 
Mstep: Class 9 contains 10084 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 12914 members 
Mstep: Class 13 contains 120821 members 
Mstep: Class 14 contains 53979 members 
Mstep: Class 15 contains 127926 members 
Mstep: Class 16 contains 42011 members 
Mstep: Class 17 contains 1423 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 1666 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1203 members 
Mstep: Class 23 contains 3381 members 
Mstep: Class 24 contains 1834 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2898 members 
Mstep: Class 27 contains 1564 members 
Mstep: Class 28 contains 123797 members 
Mstep: Class 29 contains 15783 members 
Mstep: Class 30 contains 1271 members 
Mstep: Class 31 contains 8012 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3213 members 
Mstep: Class 34 contains 1156 members 
Mstep: Class 35 contains 5685 members 
Mstep: Class 36 contains 3704 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 704 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 108946 members 
Mstep: Class 43 contains 5023 members 
Mstep: Class 44 contains 2927 members 
Mstep: Class 45 contains 5696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450080.000000 Penalty: 100714.671875
Iteration 215Q: 46 clusters Score -8.445008e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 20997 members 
Mstep: Class 3 contains 6332 members 
Mstep: Class 4 contains 18430 members 
Mstep: Class 5 contains 21907 members 
Mstep: Class 6 contains 51331 members 
Mstep: Class 7 contains 5367 members 
Mstep: Class 8 contains 63927 members 
Mstep: Class 9 contains 10082 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 12914 members 
Mstep: Class 13 contains 120821 members 
Mstep: Class 14 contains 53976 members 
Mstep: Class 15 contains 127925 members 
Mstep: Class 16 contains 42011 members 
Mstep: Class 17 contains 1423 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 1666 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1203 members 
Mstep: Class 23 contains 3381 members 
Mstep: Class 24 contains 1834 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2898 members 
Mstep: Class 27 contains 1564 members 
Mstep: Class 28 contains 123798 members 
Mstep: Class 29 contains 15783 members 
Mstep: Class 30 contains 1272 members 
Mstep: Class 31 contains 8012 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3213 members 
Mstep: Class 34 contains 1155 members 
Mstep: Class 35 contains 5685 members 
Mstep: Class 36 contains 3704 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 704 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 108947 members 
Mstep: Class 43 contains 5022 members 
Mstep: Class 44 contains 2927 members 
Mstep: Class 45 contains 5696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450104.000000 Penalty: 100714.671875
Iteration 216Q: 46 clusters Score -8.44501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 20997 members 
Mstep: Class 3 contains 6332 members 
Mstep: Class 4 contains 18430 members 
Mstep: Class 5 contains 21907 members 
Mstep: Class 6 contains 51331 members 
Mstep: Class 7 contains 5367 members 
Mstep: Class 8 contains 63927 members 
Mstep: Class 9 contains 10080 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 12914 members 
Mstep: Class 13 contains 120820 members 
Mstep: Class 14 contains 53975 members 
Mstep: Class 15 contains 127925 members 
Mstep: Class 16 contains 42011 members 
Mstep: Class 17 contains 1423 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 9867 members 
Mstep: Class 20 contains 1666 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1203 members 
Mstep: Class 23 contains 3381 members 
Mstep: Class 24 contains 1834 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2898 members 
Mstep: Class 27 contains 1564 members 
Mstep: Class 28 contains 123798 members 
Mstep: Class 29 contains 15783 members 
Mstep: Class 30 contains 1272 members 
Mstep: Class 31 contains 8012 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3213 members 
Mstep: Class 34 contains 1155 members 
Mstep: Class 35 contains 5685 members 
Mstep: Class 36 contains 3704 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 704 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 108949 members 
Mstep: Class 43 contains 5022 members 
Mstep: Class 44 contains 2928 members 
Mstep: Class 45 contains 5696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450112.000000 Penalty: 100714.671875
Iteration 217Q: 46 clusters Score -8.445011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 20997 members 
Mstep: Class 3 contains 6332 members 
Mstep: Class 4 contains 18430 members 
Mstep: Class 5 contains 21907 members 
Mstep: Class 6 contains 51331 members 
Mstep: Class 7 contains 5367 members 
Mstep: Class 8 contains 63927 members 
Mstep: Class 9 contains 10079 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 12914 members 
Mstep: Class 13 contains 120819 members 
Mstep: Class 14 contains 53975 members 
Mstep: Class 15 contains 127924 members 
Mstep: Class 16 contains 42011 members 
Mstep: Class 17 contains 1423 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 1666 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1203 members 
Mstep: Class 23 contains 3381 members 
Mstep: Class 24 contains 1834 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2898 members 
Mstep: Class 27 contains 1564 members 
Mstep: Class 28 contains 123798 members 
Mstep: Class 29 contains 15783 members 
Mstep: Class 30 contains 1272 members 
Mstep: Class 31 contains 8011 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3213 members 
Mstep: Class 34 contains 1155 members 
Mstep: Class 35 contains 5685 members 
Mstep: Class 36 contains 3704 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 704 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 108952 members 
Mstep: Class 43 contains 5022 members 
Mstep: Class 44 contains 2928 members 
Mstep: Class 45 contains 5696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450120.000000 Penalty: 100714.671875
Iteration 218Q: 46 clusters Score -8.445012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 20997 members 
Mstep: Class 3 contains 6332 members 
Mstep: Class 4 contains 18430 members 
Mstep: Class 5 contains 21907 members 
Mstep: Class 6 contains 51331 members 
Mstep: Class 7 contains 5367 members 
Mstep: Class 8 contains 63927 members 
Mstep: Class 9 contains 10078 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 12914 members 
Mstep: Class 13 contains 120818 members 
Mstep: Class 14 contains 53974 members 
Mstep: Class 15 contains 127924 members 
Mstep: Class 16 contains 42011 members 
Mstep: Class 17 contains 1423 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 1666 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1203 members 
Mstep: Class 23 contains 3381 members 
Mstep: Class 24 contains 1834 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2898 members 
Mstep: Class 27 contains 1564 members 
Mstep: Class 28 contains 123798 members 
Mstep: Class 29 contains 15783 members 
Mstep: Class 30 contains 1272 members 
Mstep: Class 31 contains 8012 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3213 members 
Mstep: Class 34 contains 1155 members 
Mstep: Class 35 contains 5685 members 
Mstep: Class 36 contains 3703 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 704 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 108953 members 
Mstep: Class 43 contains 5022 members 
Mstep: Class 44 contains 2928 members 
Mstep: Class 45 contains 5696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450144.000000 Penalty: 100714.671875
Iteration 219Q: 46 clusters Score -8.445014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 20997 members 
Mstep: Class 3 contains 6332 members 
Mstep: Class 4 contains 18430 members 
Mstep: Class 5 contains 21907 members 
Mstep: Class 6 contains 51331 members 
Mstep: Class 7 contains 5367 members 
Mstep: Class 8 contains 63927 members 
Mstep: Class 9 contains 10078 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 12914 members 
Mstep: Class 13 contains 120818 members 
Mstep: Class 14 contains 53973 members 
Mstep: Class 15 contains 127924 members 
Mstep: Class 16 contains 42011 members 
Mstep: Class 17 contains 1423 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 1666 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1203 members 
Mstep: Class 23 contains 3381 members 
Mstep: Class 24 contains 1834 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2898 members 
Mstep: Class 27 contains 1564 members 
Mstep: Class 28 contains 123798 members 
Mstep: Class 29 contains 15783 members 
Mstep: Class 30 contains 1272 members 
Mstep: Class 31 contains 8012 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3213 members 
Mstep: Class 34 contains 1155 members 
Mstep: Class 35 contains 5685 members 
Mstep: Class 36 contains 3703 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 704 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 108954 members 
Mstep: Class 43 contains 5022 members 
Mstep: Class 44 contains 2928 members 
Mstep: Class 45 contains 5696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450144.000000 Penalty: 100714.671875
Iteration 220F: 46 clusters Score -8.445014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 20997 members 
Mstep: Class 3 contains 6332 members 
Mstep: Class 4 contains 18430 members 
Mstep: Class 5 contains 21907 members 
Mstep: Class 6 contains 51331 members 
Mstep: Class 7 contains 5367 members 
Mstep: Class 8 contains 63927 members 
Mstep: Class 9 contains 10079 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 12914 members 
Mstep: Class 13 contains 120818 members 
Mstep: Class 14 contains 53971 members 
Mstep: Class 15 contains 127925 members 
Mstep: Class 16 contains 42011 members 
Mstep: Class 17 contains 1423 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 1666 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1203 members 
Mstep: Class 23 contains 3381 members 
Mstep: Class 24 contains 1834 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2898 members 
Mstep: Class 27 contains 1564 members 
Mstep: Class 28 contains 123798 members 
Mstep: Class 29 contains 15783 members 
Mstep: Class 30 contains 1272 members 
Mstep: Class 31 contains 8012 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3213 members 
Mstep: Class 34 contains 1155 members 
Mstep: Class 35 contains 5685 members 
Mstep: Class 36 contains 3703 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 704 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 108954 members 
Mstep: Class 43 contains 5022 members 
Mstep: Class 44 contains 2928 members 
Mstep: Class 45 contains 5696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450144.000000 Penalty: 100714.671875
Iteration 221Q: 46 clusters Score -8.445014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 20997 members 
Mstep: Class 3 contains 6332 members 
Mstep: Class 4 contains 18430 members 
Mstep: Class 5 contains 21906 members 
Mstep: Class 6 contains 51331 members 
Mstep: Class 7 contains 5367 members 
Mstep: Class 8 contains 63927 members 
Mstep: Class 9 contains 10080 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 12914 members 
Mstep: Class 13 contains 120819 members 
Mstep: Class 14 contains 53971 members 
Mstep: Class 15 contains 127926 members 
Mstep: Class 16 contains 42011 members 
Mstep: Class 17 contains 1423 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 1666 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1203 members 
Mstep: Class 23 contains 3381 members 
Mstep: Class 24 contains 1834 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2898 members 
Mstep: Class 27 contains 1564 members 
Mstep: Class 28 contains 123798 members 
Mstep: Class 29 contains 15783 members 
Mstep: Class 30 contains 1272 members 
Mstep: Class 31 contains 8012 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3213 members 
Mstep: Class 34 contains 1155 members 
Mstep: Class 35 contains 5685 members 
Mstep: Class 36 contains 3703 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 704 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 108952 members 
Mstep: Class 43 contains 5022 members 
Mstep: Class 44 contains 2928 members 
Mstep: Class 45 contains 5696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450144.000000 Penalty: 100714.671875
Iteration 222Q: 46 clusters Score -8.445014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 20997 members 
Mstep: Class 3 contains 6332 members 
Mstep: Class 4 contains 18430 members 
Mstep: Class 5 contains 21906 members 
Mstep: Class 6 contains 51331 members 
Mstep: Class 7 contains 5367 members 
Mstep: Class 8 contains 63927 members 
Mstep: Class 9 contains 10080 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 12914 members 
Mstep: Class 13 contains 120820 members 
Mstep: Class 14 contains 53971 members 
Mstep: Class 15 contains 127926 members 
Mstep: Class 16 contains 42011 members 
Mstep: Class 17 contains 1423 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 1666 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1203 members 
Mstep: Class 23 contains 3381 members 
Mstep: Class 24 contains 1834 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2898 members 
Mstep: Class 27 contains 1564 members 
Mstep: Class 28 contains 123798 members 
Mstep: Class 29 contains 15783 members 
Mstep: Class 30 contains 1272 members 
Mstep: Class 31 contains 8012 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3213 members 
Mstep: Class 34 contains 1155 members 
Mstep: Class 35 contains 5685 members 
Mstep: Class 36 contains 3703 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 704 members 
Mstep: Class 40 contains 2611 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 108950 members 
Mstep: Class 43 contains 5022 members 
Mstep: Class 44 contains 2928 members 
Mstep: Class 45 contains 5696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450160.000000 Penalty: 100714.671875
Iteration 223Q: 46 clusters Score -8.445016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 20997 members 
Mstep: Class 3 contains 6332 members 
Mstep: Class 4 contains 18430 members 
Mstep: Class 5 contains 21906 members 
Mstep: Class 6 contains 51331 members 
Mstep: Class 7 contains 5367 members 
Mstep: Class 8 contains 63927 members 
Mstep: Class 9 contains 10080 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 12914 members 
Mstep: Class 13 contains 120820 members 
Mstep: Class 14 contains 53971 members 
Mstep: Class 15 contains 127926 members 
Mstep: Class 16 contains 42011 members 
Mstep: Class 17 contains 1423 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 1666 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1203 members 
Mstep: Class 23 contains 3381 members 
Mstep: Class 24 contains 1834 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2898 members 
Mstep: Class 27 contains 1564 members 
Mstep: Class 28 contains 123798 members 
Mstep: Class 29 contains 15783 members 
Mstep: Class 30 contains 1272 members 
Mstep: Class 31 contains 8012 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3213 members 
Mstep: Class 34 contains 1155 members 
Mstep: Class 35 contains 5685 members 
Mstep: Class 36 contains 3703 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 704 members 
Mstep: Class 40 contains 2611 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 108950 members 
Mstep: Class 43 contains 5022 members 
Mstep: Class 44 contains 2928 members 
Mstep: Class 45 contains 5696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450160.000000 Penalty: 100714.671875
Iteration 224F: 46 clusters Score -8.445016e+07 nChanged 0
Entering ConstructFrom: 
Score: -84450160.000000 Penalty: 100714.671875
Entering ConstructFrom: 
Trying to split cluster 1 (59882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59882 members 
Entering Unmasked Estep 
Score: -5498737.000000 Penalty: 1787.521362
	Iteration 0F: 2 clusters Score -5498737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -5458608.500000 Penalty: 3575.042725
	Iteration 0F: 3 clusters Score -5458608 nChanged 28300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -5474803.500000 Penalty: 3575.042725
	Iteration 1F: 3 clusters Score -5474804 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -5475314.500000 Penalty: 3575.042725
	Iteration 2Q: 3 clusters Score -5475314 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -5475919.500000 Penalty: 3575.042725
	Iteration 3Q: 3 clusters Score -5475920 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -5476548.000000 Penalty: 3575.042725
	Iteration 4Q: 3 clusters Score -5476548 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -5477321.500000 Penalty: 3575.042725
	Iteration 5Q: 3 clusters Score -5477322 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -5478041.000000 Penalty: 3575.042725
	Iteration 6Q: 3 clusters Score -5478041 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -5479074.000000 Penalty: 3575.042725
	Iteration 7Q: 3 clusters Score -5479074 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -5480368.000000 Penalty: 3575.042725
	Iteration 8Q: 3 clusters Score -5480368 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -5482168.000000 Penalty: 3575.042725
	Iteration 9Q: 3 clusters Score -5482168 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -5484386.500000 Penalty: 3575.042725
	Iteration 10F: 3 clusters Score -5484386 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -5487272.500000 Penalty: 3575.042725
	Iteration 11F: 3 clusters Score -5487272 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 50774 members 
Entering Unmasked Estep 
Score: -5490349.000000 Penalty: 3575.042725
	Iteration 12F: 3 clusters Score -5490349 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 54111 members 
Entering Unmasked Estep 
Score: -5493085.500000 Penalty: 3575.042725
	Iteration 13F: 3 clusters Score -5493086 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 56441 members 
Entering Unmasked Estep 
Score: -5494888.500000 Penalty: 3575.042725
	Iteration 14Q: 3 clusters Score -5494888 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 57843 members 
Entering Unmasked Estep 
Score: -5495940.500000 Penalty: 3575.042725
	Iteration 15Q: 3 clusters Score -5495940 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 58604 members 
Entering Unmasked Estep 
Score: -5496448.000000 Penalty: 3575.042725
	Iteration 16Q: 3 clusters Score -5496448 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 59015 members 
Entering Unmasked Estep 
Score: -5496741.000000 Penalty: 3575.042725
	Iteration 17Q: 3 clusters Score -5496741 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 59233 members 
Entering Unmasked Estep 
Score: -5496943.000000 Penalty: 3575.042725
	Iteration 18Q: 3 clusters Score -5496943 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 59342 members 
Entering Unmasked Estep 
Score: -5497064.500000 Penalty: 3575.042725
	Iteration 19Q: 3 clusters Score -5497064 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 59395 members 
Entering Unmasked Estep 
Score: -5497116.500000 Penalty: 3575.042725
	Iteration 20F: 3 clusters Score -5497116 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 59427 members 
Entering Unmasked Estep 
Score: -5497157.500000 Penalty: 3575.042725
	Iteration 21Q: 3 clusters Score -5497158 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 59450 members 
Entering Unmasked Estep 
Score: -5497182.000000 Penalty: 3575.042725
	Iteration 22Q: 3 clusters Score -5497182 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 59466 members 
Entering Unmasked Estep 
Score: -5497197.500000 Penalty: 3575.042725
	Iteration 23Q: 3 clusters Score -5497198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 59475 members 
Entering Unmasked Estep 
Score: -5497209.000000 Penalty: 3575.042725
	Iteration 24Q: 3 clusters Score -5497209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 59481 members 
Entering Unmasked Estep 
Score: -5497222.500000 Penalty: 3575.042725
	Iteration 25Q: 3 clusters Score -5497222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 59490 members 
Entering Unmasked Estep 
Score: -5497221.500000 Penalty: 3575.042725
	Iteration 26Q: 3 clusters Score -5497222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 59497 members 
Entering Unmasked Estep 
Score: -5497229.000000 Penalty: 3575.042725
	Iteration 27Q: 3 clusters Score -5497229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 59499 members 
Entering Unmasked Estep 
Score: -5497231.000000 Penalty: 3575.042725
	Iteration 28Q: 3 clusters Score -5497231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 59501 members 
Entering Unmasked Estep 
Score: -5497237.500000 Penalty: 3575.042725
	Iteration 29Q: 3 clusters Score -5497238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 59503 members 
Entering Unmasked Estep 
Score: -5497236.500000 Penalty: 3575.042725
	Iteration 30Q: 3 clusters Score -5497236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 59505 members 
Entering Unmasked Estep 
Score: -5497237.000000 Penalty: 3575.042725
	Iteration 31Q: 3 clusters Score -5497237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 59506 members 
Entering Unmasked Estep 
Score: -5497238.500000 Penalty: 3575.042725
	Iteration 32Q: 3 clusters Score -5497238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 59507 members 
Entering Unmasked Estep 
Score: -5497238.500000 Penalty: 3575.042725
	Iteration 33Q: 3 clusters Score -5497238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 59510 members 
Entering Unmasked Estep 
Score: -5497237.000000 Penalty: 3575.042725
	Iteration 34Q: 3 clusters Score -5497237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 59513 members 
Entering Unmasked Estep 
Score: -5497240.000000 Penalty: 3575.042725
	Iteration 35Q: 3 clusters Score -5497240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 59515 members 
Entering Unmasked Estep 
Score: -5497236.500000 Penalty: 3575.042725
	Iteration 36Q: 3 clusters Score -5497236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 59516 members 
Entering Unmasked Estep 
Score: -5497235.000000 Penalty: 3575.042725
	Iteration 37Q: 3 clusters Score -5497235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 59516 members 
Entering Unmasked Estep 
Score: -5497235.000000 Penalty: 3575.042725
	Iteration 38F: 3 clusters Score -5497235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Entering Unmasked Estep 
Score: -1739135.875000 Penalty: 1617.221924
	Iteration 0F: 2 clusters Score -1739136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1724866.375000 Penalty: 3234.443848
	Iteration 0F: 3 clusters Score -1724866 nChanged 9547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1730442.750000 Penalty: 3234.443848
	Iteration 1F: 3 clusters Score -1730443 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1731045.750000 Penalty: 3234.443848
	Iteration 2F: 3 clusters Score -1731046 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1731615.375000 Penalty: 3234.443848
	Iteration 3F: 3 clusters Score -1731615 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1732133.000000 Penalty: 3234.443848
	Iteration 4F: 3 clusters Score -1732133 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1732610.500000 Penalty: 3234.443848
	Iteration 5Q: 3 clusters Score -1732610 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1733012.250000 Penalty: 3234.443848
	Iteration 6Q: 3 clusters Score -1733012 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1733370.375000 Penalty: 3234.443848
	Iteration 7Q: 3 clusters Score -1733370 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1733723.750000 Penalty: 3234.443848
	Iteration 8Q: 3 clusters Score -1733724 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1734095.750000 Penalty: 3234.443848
	Iteration 9Q: 3 clusters Score -1734096 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1734543.000000 Penalty: 3234.443848
	Iteration 10Q: 3 clusters Score -1734543 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1735019.875000 Penalty: 3234.443848
	Iteration 11Q: 3 clusters Score -1735020 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1735477.625000 Penalty: 3234.443848
	Iteration 12Q: 3 clusters Score -1735478 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1735817.125000 Penalty: 3234.443848
	Iteration 13Q: 3 clusters Score -1735817 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1736056.875000 Penalty: 3234.443848
	Iteration 14Q: 3 clusters Score -1736057 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1736220.625000 Penalty: 3234.443848
	Iteration 15Q: 3 clusters Score -1736221 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1736359.625000 Penalty: 3234.443848
	Iteration 16Q: 3 clusters Score -1736360 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1736456.000000 Penalty: 3234.443848
	Iteration 17Q: 3 clusters Score -1736456 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1736545.500000 Penalty: 3234.443848
	Iteration 18Q: 3 clusters Score -1736546 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1736615.750000 Penalty: 3234.443848
	Iteration 19Q: 3 clusters Score -1736616 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1736707.625000 Penalty: 3234.443848
	Iteration 20F: 3 clusters Score -1736708 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1736775.500000 Penalty: 3234.443848
	Iteration 21Q: 3 clusters Score -1736776 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1736857.000000 Penalty: 3234.443848
	Iteration 22Q: 3 clusters Score -1736857 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1736952.375000 Penalty: 3234.443848
	Iteration 23Q: 3 clusters Score -1736952 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1737047.875000 Penalty: 3234.443848
	Iteration 24Q: 3 clusters Score -1737048 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1737161.125000 Penalty: 3234.443848
	Iteration 25Q: 3 clusters Score -1737161 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1737295.875000 Penalty: 3234.443848
	Iteration 26Q: 3 clusters Score -1737296 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1737415.625000 Penalty: 3234.443848
	Iteration 27Q: 3 clusters Score -1737416 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1737535.625000 Penalty: 3234.443848
	Iteration 28Q: 3 clusters Score -1737536 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1737625.875000 Penalty: 3234.443848
	Iteration 29Q: 3 clusters Score -1737626 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1737699.750000 Penalty: 3234.443848
	Iteration 30Q: 3 clusters Score -1737700 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1737768.625000 Penalty: 3234.443848
	Iteration 31Q: 3 clusters Score -1737769 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1737826.750000 Penalty: 3234.443848
	Iteration 32Q: 3 clusters Score -1737827 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1737872.750000 Penalty: 3234.443848
	Iteration 33Q: 3 clusters Score -1737873 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1737904.125000 Penalty: 3234.443848
	Iteration 34Q: 3 clusters Score -1737904 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1737932.375000 Penalty: 3234.443848
	Iteration 35Q: 3 clusters Score -1737932 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1737959.875000 Penalty: 3234.443848
	Iteration 36Q: 3 clusters Score -1737960 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1737985.000000 Penalty: 3234.443848
	Iteration 37Q: 3 clusters Score -1737985 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1737996.375000 Penalty: 3234.443848
	Iteration 38Q: 3 clusters Score -1737996 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1738019.500000 Penalty: 3234.443848
	Iteration 39Q: 3 clusters Score -1738020 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1738040.000000 Penalty: 3234.443848
	Iteration 40F: 3 clusters Score -1738040 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1738052.750000 Penalty: 3234.443848
	Iteration 41Q: 3 clusters Score -1738053 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1738062.250000 Penalty: 3234.443848
	Iteration 42Q: 3 clusters Score -1738062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1738071.625000 Penalty: 3234.443848
	Iteration 43Q: 3 clusters Score -1738072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1738077.875000 Penalty: 3234.443848
	Iteration 44Q: 3 clusters Score -1738078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1738087.125000 Penalty: 3234.443848
	Iteration 45Q: 3 clusters Score -1738087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1738086.375000 Penalty: 3234.443848
	Iteration 46Q: 3 clusters Score -1738086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1738089.750000 Penalty: 3234.443848
	Iteration 47Q: 3 clusters Score -1738090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1738098.750000 Penalty: 3234.443848
	Iteration 48Q: 3 clusters Score -1738099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1738102.125000 Penalty: 3234.443848
	Iteration 49Q: 3 clusters Score -1738102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1738105.500000 Penalty: 3234.443848
	Iteration 50Q: 3 clusters Score -1738106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1738104.625000 Penalty: 3234.443848
	Iteration 51Q: 3 clusters Score -1738105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1738102.125000 Penalty: 3234.443848
	Iteration 52Q: 3 clusters Score -1738102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1738102.750000 Penalty: 3234.443848
	Iteration 53Q: 3 clusters Score -1738103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1738104.750000 Penalty: 3234.443848
	Iteration 54Q: 3 clusters Score -1738105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1738104.750000 Penalty: 3234.443848
	Iteration 55F: 3 clusters Score -1738105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Entering Unmasked Estep 
Score: -587919.312500 Penalty: 1422.422852
	Iteration 0F: 2 clusters Score -587919.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -583049.125000 Penalty: 2844.845703
	Iteration 0F: 3 clusters Score -583049.1 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -584459.250000 Penalty: 2844.845703
	Iteration 1F: 3 clusters Score -584459.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -584675.250000 Penalty: 2844.845703
	Iteration 2F: 3 clusters Score -584675.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -584862.250000 Penalty: 2844.845703
	Iteration 3F: 3 clusters Score -584862.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -585044.687500 Penalty: 2844.845703
	Iteration 4Q: 3 clusters Score -585044.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -585243.250000 Penalty: 2844.845703
	Iteration 5F: 3 clusters Score -585243.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -585464.812500 Penalty: 2844.845703
	Iteration 6F: 3 clusters Score -585464.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -585693.937500 Penalty: 2844.845703
	Iteration 7Q: 3 clusters Score -585693.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -585902.437500 Penalty: 2844.845703
	Iteration 8Q: 3 clusters Score -585902.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -586083.187500 Penalty: 2844.845703
	Iteration 9Q: 3 clusters Score -586083.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -586220.250000 Penalty: 2844.845703
	Iteration 10Q: 3 clusters Score -586220.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -586323.812500 Penalty: 2844.845703
	Iteration 11Q: 3 clusters Score -586323.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -586397.625000 Penalty: 2844.845703
	Iteration 12Q: 3 clusters Score -586397.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -586457.187500 Penalty: 2844.845703
	Iteration 13Q: 3 clusters Score -586457.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -586506.875000 Penalty: 2844.845703
	Iteration 14Q: 3 clusters Score -586506.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -586553.312500 Penalty: 2844.845703
	Iteration 15Q: 3 clusters Score -586553.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -586575.812500 Penalty: 2844.845703
	Iteration 16Q: 3 clusters Score -586575.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -586591.250000 Penalty: 2844.845703
	Iteration 17Q: 3 clusters Score -586591.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -586604.750000 Penalty: 2844.845703
	Iteration 18Q: 3 clusters Score -586604.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -586613.062500 Penalty: 2844.845703
	Iteration 19Q: 3 clusters Score -586613.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -586624.312500 Penalty: 2844.845703
	Iteration 20F: 3 clusters Score -586624.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -586638.125000 Penalty: 2844.845703
	Iteration 21Q: 3 clusters Score -586638.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -586650.250000 Penalty: 2844.845703
	Iteration 22Q: 3 clusters Score -586650.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -586655.500000 Penalty: 2844.845703
	Iteration 23Q: 3 clusters Score -586655.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -586660.187500 Penalty: 2844.845703
	Iteration 24Q: 3 clusters Score -586660.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -586665.500000 Penalty: 2844.845703
	Iteration 25Q: 3 clusters Score -586665.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -586671.500000 Penalty: 2844.845703
	Iteration 26Q: 3 clusters Score -586671.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -586672.750000 Penalty: 2844.845703
	Iteration 27Q: 3 clusters Score -586672.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -586676.937500 Penalty: 2844.845703
	Iteration 28Q: 3 clusters Score -586676.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -586682.562500 Penalty: 2844.845703
	Iteration 29Q: 3 clusters Score -586682.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -586685.000000 Penalty: 2844.845703
	Iteration 30Q: 3 clusters Score -586685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -586691.937500 Penalty: 2844.845703
	Iteration 31Q: 3 clusters Score -586691.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -586696.687500 Penalty: 2844.845703
	Iteration 32Q: 3 clusters Score -586696.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -586698.875000 Penalty: 2844.845703
	Iteration 33Q: 3 clusters Score -586698.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -586701.562500 Penalty: 2844.845703
	Iteration 34Q: 3 clusters Score -586701.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -586705.750000 Penalty: 2844.845703
	Iteration 35Q: 3 clusters Score -586705.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -586706.750000 Penalty: 2844.845703
	Iteration 36Q: 3 clusters Score -586706.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -586708.500000 Penalty: 2844.845703
	Iteration 37Q: 3 clusters Score -586708.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -586710.562500 Penalty: 2844.845703
	Iteration 38Q: 3 clusters Score -586710.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -586711.062500 Penalty: 2844.845703
	Iteration 39Q: 3 clusters Score -586711.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -586714.500000 Penalty: 2844.845703
	Iteration 40F: 3 clusters Score -586714.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -586714.687500 Penalty: 2844.845703
	Iteration 41Q: 3 clusters Score -586714.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -586714.687500 Penalty: 2844.845703
	Iteration 42F: 3 clusters Score -586714.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Entering Unmasked Estep 
Score: -1497674.625000 Penalty: 1596.031982
	Iteration 0F: 2 clusters Score -1497675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1485080.625000 Penalty: 3192.063965
	Iteration 0F: 3 clusters Score -1485081 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1490272.750000 Penalty: 3192.063965
	Iteration 1F: 3 clusters Score -1490273 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1491394.125000 Penalty: 3192.063965
	Iteration 2F: 3 clusters Score -1491394 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1492561.375000 Penalty: 3192.063965
	Iteration 3F: 3 clusters Score -1492561 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1493478.125000 Penalty: 3192.063965
	Iteration 4F: 3 clusters Score -1493478 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1494188.250000 Penalty: 3192.063965
	Iteration 5F: 3 clusters Score -1494188 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1494650.500000 Penalty: 3192.063965
	Iteration 6F: 3 clusters Score -1494650 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1494918.750000 Penalty: 3192.063965
	Iteration 7Q: 3 clusters Score -1494919 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1495123.250000 Penalty: 3192.063965
	Iteration 8Q: 3 clusters Score -1495123 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1495354.375000 Penalty: 3192.063965
	Iteration 9Q: 3 clusters Score -1495354 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1495652.125000 Penalty: 3192.063965
	Iteration 10Q: 3 clusters Score -1495652 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1495977.875000 Penalty: 3192.063965
	Iteration 11Q: 3 clusters Score -1495978 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1496244.625000 Penalty: 3192.063965
	Iteration 12Q: 3 clusters Score -1496245 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1496429.000000 Penalty: 3192.063965
	Iteration 13Q: 3 clusters Score -1496429 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1496562.250000 Penalty: 3192.063965
	Iteration 14Q: 3 clusters Score -1496562 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1496668.000000 Penalty: 3192.063965
	Iteration 15Q: 3 clusters Score -1496668 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1496751.875000 Penalty: 3192.063965
	Iteration 16Q: 3 clusters Score -1496752 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1496829.250000 Penalty: 3192.063965
	Iteration 17Q: 3 clusters Score -1496829 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1496901.875000 Penalty: 3192.063965
	Iteration 18Q: 3 clusters Score -1496902 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1496955.750000 Penalty: 3192.063965
	Iteration 19Q: 3 clusters Score -1496956 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1497002.875000 Penalty: 3192.063965
	Iteration 20F: 3 clusters Score -1497003 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1497031.625000 Penalty: 3192.063965
	Iteration 21Q: 3 clusters Score -1497032 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1497053.125000 Penalty: 3192.063965
	Iteration 22Q: 3 clusters Score -1497053 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1497074.375000 Penalty: 3192.063965
	Iteration 23Q: 3 clusters Score -1497074 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1497084.750000 Penalty: 3192.063965
	Iteration 24Q: 3 clusters Score -1497085 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1497096.750000 Penalty: 3192.063965
	Iteration 25Q: 3 clusters Score -1497097 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1497104.000000 Penalty: 3192.063965
	Iteration 26Q: 3 clusters Score -1497104 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1497114.500000 Penalty: 3192.063965
	Iteration 27Q: 3 clusters Score -1497114 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1497130.000000 Penalty: 3192.063965
	Iteration 28Q: 3 clusters Score -1497130 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1497136.500000 Penalty: 3192.063965
	Iteration 29Q: 3 clusters Score -1497136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1497138.250000 Penalty: 3192.063965
	Iteration 30Q: 3 clusters Score -1497138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1497133.250000 Penalty: 3192.063965
	Iteration 31Q: 3 clusters Score -1497133 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1497142.375000 Penalty: 3192.063965
	Iteration 32Q: 3 clusters Score -1497142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1497144.250000 Penalty: 3192.063965
	Iteration 33Q: 3 clusters Score -1497144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1497145.125000 Penalty: 3192.063965
	Iteration 34Q: 3 clusters Score -1497145 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1497147.875000 Penalty: 3192.063965
	Iteration 35Q: 3 clusters Score -1497148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1497151.125000 Penalty: 3192.063965
	Iteration 36Q: 3 clusters Score -1497151 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1497151.750000 Penalty: 3192.063965
	Iteration 37Q: 3 clusters Score -1497152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1497150.875000 Penalty: 3192.063965
	Iteration 38Q: 3 clusters Score -1497151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1497156.250000 Penalty: 3192.063965
	Iteration 39Q: 3 clusters Score -1497156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1497154.125000 Penalty: 3192.063965
	Iteration 40F: 3 clusters Score -1497154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1497157.125000 Penalty: 3192.063965
	Iteration 41Q: 3 clusters Score -1497157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1497163.000000 Penalty: 3192.063965
	Iteration 42Q: 3 clusters Score -1497163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1497163.125000 Penalty: 3192.063965
	Iteration 43Q: 3 clusters Score -1497163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1497162.500000 Penalty: 3192.063965
	Iteration 44Q: 3 clusters Score -1497162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1497161.625000 Penalty: 3192.063965
	Iteration 45Q: 3 clusters Score -1497162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1497162.750000 Penalty: 3192.063965
	Iteration 46Q: 3 clusters Score -1497163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1497165.125000 Penalty: 3192.063965
	Iteration 47Q: 3 clusters Score -1497165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1497163.625000 Penalty: 3192.063965
	Iteration 48Q: 3 clusters Score -1497164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1497163.625000 Penalty: 3192.063965
	Iteration 49Q: 3 clusters Score -1497164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1497164.250000 Penalty: 3192.063965
	Iteration 50Q: 3 clusters Score -1497164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1497169.750000 Penalty: 3192.063965
	Iteration 51Q: 3 clusters Score -1497170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1497168.000000 Penalty: 3192.063965
	Iteration 52Q: 3 clusters Score -1497168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1497168.000000 Penalty: 3192.063965
	Iteration 53F: 3 clusters Score -1497168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Entering Unmasked Estep 
Score: -1808313.625000 Penalty: 1624.108765
	Iteration 0F: 2 clusters Score -1808314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1793516.875000 Penalty: 3248.217529
	Iteration 0F: 3 clusters Score -1793517 nChanged 9874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1799449.375000 Penalty: 3248.217529
	Iteration 1F: 3 clusters Score -1799449 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1800166.000000 Penalty: 3248.217529
	Iteration 2F: 3 clusters Score -1800166 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1800883.375000 Penalty: 3248.217529
	Iteration 3F: 3 clusters Score -1800883 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1801581.375000 Penalty: 3248.217529
	Iteration 4F: 3 clusters Score -1801581 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1802277.875000 Penalty: 3248.217529
	Iteration 5F: 3 clusters Score -1802278 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1802933.125000 Penalty: 3248.217529
	Iteration 6F: 3 clusters Score -1802933 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1803517.000000 Penalty: 3248.217529
	Iteration 7Q: 3 clusters Score -1803517 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1803946.625000 Penalty: 3248.217529
	Iteration 8Q: 3 clusters Score -1803947 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1804264.875000 Penalty: 3248.217529
	Iteration 9Q: 3 clusters Score -1804265 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1804499.750000 Penalty: 3248.217529
	Iteration 10Q: 3 clusters Score -1804500 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1804686.750000 Penalty: 3248.217529
	Iteration 11Q: 3 clusters Score -1804687 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1804813.375000 Penalty: 3248.217529
	Iteration 12Q: 3 clusters Score -1804813 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1804881.000000 Penalty: 3248.217529
	Iteration 13Q: 3 clusters Score -1804881 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1804936.125000 Penalty: 3248.217529
	Iteration 14Q: 3 clusters Score -1804936 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1804980.125000 Penalty: 3248.217529
	Iteration 15Q: 3 clusters Score -1804980 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1805033.500000 Penalty: 3248.217529
	Iteration 16Q: 3 clusters Score -1805034 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -1805088.250000 Penalty: 3248.217529
	Iteration 17Q: 3 clusters Score -1805088 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -1805156.875000 Penalty: 3248.217529
	Iteration 18Q: 3 clusters Score -1805157 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -1805228.875000 Penalty: 3248.217529
	Iteration 19Q: 3 clusters Score -1805229 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -1805299.250000 Penalty: 3248.217529
	Iteration 20F: 3 clusters Score -1805299 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -1805394.625000 Penalty: 3248.217529
	Iteration 21Q: 3 clusters Score -1805395 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -1805534.875000 Penalty: 3248.217529
	Iteration 22Q: 3 clusters Score -1805535 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -1805695.000000 Penalty: 3248.217529
	Iteration 23Q: 3 clusters Score -1805695 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -1805870.500000 Penalty: 3248.217529
	Iteration 24Q: 3 clusters Score -1805870 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -1806038.125000 Penalty: 3248.217529
	Iteration 25Q: 3 clusters Score -1806038 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -1806197.875000 Penalty: 3248.217529
	Iteration 26Q: 3 clusters Score -1806198 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -1806318.375000 Penalty: 3248.217529
	Iteration 27Q: 3 clusters Score -1806318 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -1806424.875000 Penalty: 3248.217529
	Iteration 28Q: 3 clusters Score -1806425 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -1806517.750000 Penalty: 3248.217529
	Iteration 29Q: 3 clusters Score -1806518 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -1806596.750000 Penalty: 3248.217529
	Iteration 30Q: 3 clusters Score -1806597 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -1806689.375000 Penalty: 3248.217529
	Iteration 31Q: 3 clusters Score -1806689 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -1806780.875000 Penalty: 3248.217529
	Iteration 32Q: 3 clusters Score -1806781 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -1806851.000000 Penalty: 3248.217529
	Iteration 33Q: 3 clusters Score -1806851 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -1806912.125000 Penalty: 3248.217529
	Iteration 34Q: 3 clusters Score -1806912 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -1806985.125000 Penalty: 3248.217529
	Iteration 35Q: 3 clusters Score -1806985 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -1807051.000000 Penalty: 3248.217529
	Iteration 36Q: 3 clusters Score -1807051 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -1807106.000000 Penalty: 3248.217529
	Iteration 37Q: 3 clusters Score -1807106 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -1807145.750000 Penalty: 3248.217529
	Iteration 38Q: 3 clusters Score -1807146 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -1807177.625000 Penalty: 3248.217529
	Iteration 39Q: 3 clusters Score -1807178 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -1807204.250000 Penalty: 3248.217529
	Iteration 40F: 3 clusters Score -1807204 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -1807225.625000 Penalty: 3248.217529
	Iteration 41Q: 3 clusters Score -1807226 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -1807245.250000 Penalty: 3248.217529
	Iteration 42Q: 3 clusters Score -1807245 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -1807258.500000 Penalty: 3248.217529
	Iteration 43Q: 3 clusters Score -1807258 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -1807281.000000 Penalty: 3248.217529
	Iteration 44Q: 3 clusters Score -1807281 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -1807300.125000 Penalty: 3248.217529
	Iteration 45Q: 3 clusters Score -1807300 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -1807312.250000 Penalty: 3248.217529
	Iteration 46Q: 3 clusters Score -1807312 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -1807327.000000 Penalty: 3248.217529
	Iteration 47Q: 3 clusters Score -1807327 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -1807342.625000 Penalty: 3248.217529
	Iteration 48Q: 3 clusters Score -1807343 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -1807349.375000 Penalty: 3248.217529
	Iteration 49Q: 3 clusters Score -1807349 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -1807356.250000 Penalty: 3248.217529
	Iteration 50Q: 3 clusters Score -1807356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -1807363.500000 Penalty: 3248.217529
	Iteration 51Q: 3 clusters Score -1807364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -1807371.000000 Penalty: 3248.217529
	Iteration 52Q: 3 clusters Score -1807371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -1807377.750000 Penalty: 3248.217529
	Iteration 53Q: 3 clusters Score -1807378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -1807381.500000 Penalty: 3248.217529
	Iteration 54Q: 3 clusters Score -1807382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -1807381.500000 Penalty: 3248.217529
	Iteration 55Q: 3 clusters Score -1807382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -1807383.750000 Penalty: 3248.217529
	Iteration 56Q: 3 clusters Score -1807384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -1807386.625000 Penalty: 3248.217529
	Iteration 57Q: 3 clusters Score -1807387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -1807384.500000 Penalty: 3248.217529
	Iteration 58Q: 3 clusters Score -1807384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -1807385.875000 Penalty: 3248.217529
	Iteration 59Q: 3 clusters Score -1807386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -1807386.375000 Penalty: 3248.217529
	Iteration 60F: 3 clusters Score -1807386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -1807387.375000 Penalty: 3248.217529
	Iteration 61Q: 3 clusters Score -1807387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -1807388.500000 Penalty: 3248.217529
	Iteration 62Q: 3 clusters Score -1807388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -1807392.375000 Penalty: 3248.217529
	Iteration 63Q: 3 clusters Score -1807392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -1807391.000000 Penalty: 3248.217529
	Iteration 64Q: 3 clusters Score -1807391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -1807394.125000 Penalty: 3248.217529
	Iteration 65Q: 3 clusters Score -1807394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -1807390.875000 Penalty: 3248.217529
	Iteration 66Q: 3 clusters Score -1807391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -1807396.625000 Penalty: 3248.217529
	Iteration 67Q: 3 clusters Score -1807397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -1807397.875000 Penalty: 3248.217529
	Iteration 68Q: 3 clusters Score -1807398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -1807398.625000 Penalty: 3248.217529
	Iteration 69Q: 3 clusters Score -1807399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -1807398.875000 Penalty: 3248.217529
	Iteration 70Q: 3 clusters Score -1807399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -1807398.375000 Penalty: 3248.217529
	Iteration 71Q: 3 clusters Score -1807398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -1807402.000000 Penalty: 3248.217529
	Iteration 72Q: 3 clusters Score -1807402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -1807400.375000 Penalty: 3248.217529
	Iteration 73Q: 3 clusters Score -1807400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -1807400.875000 Penalty: 3248.217529
	Iteration 74Q: 3 clusters Score -1807401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -1807402.250000 Penalty: 3248.217529
	Iteration 75Q: 3 clusters Score -1807402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -1807400.125000 Penalty: 3248.217529
	Iteration 76Q: 3 clusters Score -1807400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -1807403.750000 Penalty: 3248.217529
	Iteration 77Q: 3 clusters Score -1807404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -1807402.250000 Penalty: 3248.217529
	Iteration 78Q: 3 clusters Score -1807402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -1807405.125000 Penalty: 3248.217529
	Iteration 79Q: 3 clusters Score -1807405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -1807404.500000 Penalty: 3248.217529
	Iteration 80F: 3 clusters Score -1807404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -1807405.625000 Penalty: 3248.217529
	Iteration 81Q: 3 clusters Score -1807406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -1807403.875000 Penalty: 3248.217529
	Iteration 82Q: 3 clusters Score -1807404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -1807405.375000 Penalty: 3248.217529
	Iteration 83Q: 3 clusters Score -1807405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -1807405.375000 Penalty: 3248.217529
	Iteration 84F: 3 clusters Score -1807405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (51331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51331 members 
Entering Unmasked Estep 
Score: -4602324.000000 Penalty: 1762.483154
	Iteration 0F: 2 clusters Score -4602324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -4568010.500000 Penalty: 3524.966309
	Iteration 0F: 3 clusters Score -4568010 nChanged 24054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -4581425.000000 Penalty: 3524.966309
	Iteration 1F: 3 clusters Score -4581425 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -4581950.500000 Penalty: 3524.966309
	Iteration 2Q: 3 clusters Score -4581950 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -4582799.500000 Penalty: 3524.966309
	Iteration 3Q: 3 clusters Score -4582800 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -4584177.000000 Penalty: 3524.966309
	Iteration 4F: 3 clusters Score -4584177 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -4586541.500000 Penalty: 3524.966309
	Iteration 5F: 3 clusters Score -4586542 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -4589990.500000 Penalty: 3524.966309
	Iteration 6F: 3 clusters Score -4589990 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -4593824.000000 Penalty: 3524.966309
	Iteration 7F: 3 clusters Score -4593824 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 43936 members 
Entering Unmasked Estep 
Score: -4597302.000000 Penalty: 3524.966309
	Iteration 8F: 3 clusters Score -4597302 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 45674 members 
Entering Unmasked Estep 
Score: -4599801.000000 Penalty: 3524.966309
	Iteration 9Q: 3 clusters Score -4599801 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 46500 members 
Entering Unmasked Estep 
Score: -4600825.000000 Penalty: 3524.966309
	Iteration 10Q: 3 clusters Score -4600825 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 47075 members 
Entering Unmasked Estep 
Score: -4601274.000000 Penalty: 3524.966309
	Iteration 11Q: 3 clusters Score -4601274 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
Score: -4601537.500000 Penalty: 3524.966309
	Iteration 12Q: 3 clusters Score -4601538 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 47857 members 
Entering Unmasked Estep 
Score: -4601723.500000 Penalty: 3524.966309
	Iteration 13Q: 3 clusters Score -4601724 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 48106 members 
Entering Unmasked Estep 
Score: -4601826.000000 Penalty: 3524.966309
	Iteration 14Q: 3 clusters Score -4601826 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 48293 members 
Entering Unmasked Estep 
Score: -4601890.500000 Penalty: 3524.966309
	Iteration 15Q: 3 clusters Score -4601890 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 48439 members 
Entering Unmasked Estep 
Score: -4601924.500000 Penalty: 3524.966309
	Iteration 16Q: 3 clusters Score -4601924 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 48553 members 
Entering Unmasked Estep 
Score: -4601955.500000 Penalty: 3524.966309
	Iteration 17Q: 3 clusters Score -4601956 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 48637 members 
Entering Unmasked Estep 
Score: -4601985.500000 Penalty: 3524.966309
	Iteration 18Q: 3 clusters Score -4601986 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 48694 members 
Entering Unmasked Estep 
Score: -4601987.500000 Penalty: 3524.966309
	Iteration 19Q: 3 clusters Score -4601988 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 48740 members 
Entering Unmasked Estep 
Score: -4602002.500000 Penalty: 3524.966309
	Iteration 20F: 3 clusters Score -4602002 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 48772 members 
Entering Unmasked Estep 
Score: -4602002.000000 Penalty: 3524.966309
	Iteration 21Q: 3 clusters Score -4602002 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 48801 members 
Entering Unmasked Estep 
Score: -4601997.500000 Penalty: 3524.966309
	Iteration 22Q: 3 clusters Score -4601998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -4602016.500000 Penalty: 3524.966309
	Iteration 23Q: 3 clusters Score -4602016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 48829 members 
Entering Unmasked Estep 
Score: -4602019.000000 Penalty: 3524.966309
	Iteration 24Q: 3 clusters Score -4602019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 48844 members 
Entering Unmasked Estep 
Score: -4602021.500000 Penalty: 3524.966309
	Iteration 25Q: 3 clusters Score -4602022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 48857 members 
Entering Unmasked Estep 
Score: -4602013.000000 Penalty: 3524.966309
	Iteration 26Q: 3 clusters Score -4602013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 48860 members 
Entering Unmasked Estep 
Score: -4602013.500000 Penalty: 3524.966309
	Iteration 27Q: 3 clusters Score -4602014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 48861 members 
Entering Unmasked Estep 
Score: -4602013.500000 Penalty: 3524.966309
	Iteration 28Q: 3 clusters Score -4602014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -4602014.000000 Penalty: 3524.966309
	Iteration 29Q: 3 clusters Score -4602014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -4602017.000000 Penalty: 3524.966309
	Iteration 30Q: 3 clusters Score -4602017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 48867 members 
Entering Unmasked Estep 
Score: -4602010.500000 Penalty: 3524.966309
	Iteration 31Q: 3 clusters Score -4602010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 48869 members 
Entering Unmasked Estep 
Score: -4602010.000000 Penalty: 3524.966309
	Iteration 32Q: 3 clusters Score -4602010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 48870 members 
Entering Unmasked Estep 
Score: -4602013.500000 Penalty: 3524.966309
	Iteration 33Q: 3 clusters Score -4602014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 48872 members 
Entering Unmasked Estep 
Score: -4602014.500000 Penalty: 3524.966309
	Iteration 34Q: 3 clusters Score -4602014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 48873 members 
Entering Unmasked Estep 
Score: -4602015.500000 Penalty: 3524.966309
	Iteration 35Q: 3 clusters Score -4602016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 48873 members 
Entering Unmasked Estep 
Score: -4602015.500000 Penalty: 3524.966309
	Iteration 36F: 3 clusters Score -4602016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Entering Unmasked Estep 
Score: -480726.718750 Penalty: 1395.553955
	Iteration 0F: 2 clusters Score -480726.7 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 2735 members 
Entering Unmasked Estep 
Score: -476508.093750 Penalty: 2791.107910
	Iteration 0F: 3 clusters Score -476508.1 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -477785.531250 Penalty: 2791.107910
	Iteration 1F: 3 clusters Score -477785.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -478061.968750 Penalty: 2791.107910
	Iteration 2F: 3 clusters Score -478062 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -478245.343750 Penalty: 2791.107910
	Iteration 3F: 3 clusters Score -478245.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -478406.000000 Penalty: 2791.107910
	Iteration 4Q: 3 clusters Score -478406 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -478571.187500 Penalty: 2791.107910
	Iteration 5Q: 3 clusters Score -478571.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -478735.781250 Penalty: 2791.107910
	Iteration 6Q: 3 clusters Score -478735.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -478924.281250 Penalty: 2791.107910
	Iteration 7Q: 3 clusters Score -478924.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -479109.781250 Penalty: 2791.107910
	Iteration 8Q: 3 clusters Score -479109.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -479260.343750 Penalty: 2791.107910
	Iteration 9Q: 3 clusters Score -479260.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -479359.156250 Penalty: 2791.107910
	Iteration 10Q: 3 clusters Score -479359.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -479437.500000 Penalty: 2791.107910
	Iteration 11Q: 3 clusters Score -479437.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -479502.375000 Penalty: 2791.107910
	Iteration 12Q: 3 clusters Score -479502.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -479571.281250 Penalty: 2791.107910
	Iteration 13Q: 3 clusters Score -479571.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -479639.562500 Penalty: 2791.107910
	Iteration 14Q: 3 clusters Score -479639.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -479730.906250 Penalty: 2791.107910
	Iteration 15Q: 3 clusters Score -479730.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -479854.593750 Penalty: 2791.107910
	Iteration 16Q: 3 clusters Score -479854.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -479940.687500 Penalty: 2791.107910
	Iteration 17Q: 3 clusters Score -479940.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -479981.968750 Penalty: 2791.107910
	Iteration 18Q: 3 clusters Score -479982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -480010.687500 Penalty: 2791.107910
	Iteration 19Q: 3 clusters Score -480010.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -480033.281250 Penalty: 2791.107910
	Iteration 20F: 3 clusters Score -480033.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -480045.781250 Penalty: 2791.107910
	Iteration 21Q: 3 clusters Score -480045.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -480052.531250 Penalty: 2791.107910
	Iteration 22Q: 3 clusters Score -480052.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -480056.843750 Penalty: 2791.107910
	Iteration 23Q: 3 clusters Score -480056.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -480057.562500 Penalty: 2791.107910
	Iteration 24Q: 3 clusters Score -480057.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -480058.750000 Penalty: 2791.107910
	Iteration 25Q: 3 clusters Score -480058.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -480059.500000 Penalty: 2791.107910
	Iteration 26Q: 3 clusters Score -480059.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -480058.875000 Penalty: 2791.107910
	Iteration 27Q: 3 clusters Score -480058.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -480060.187500 Penalty: 2791.107910
	Iteration 28Q: 3 clusters Score -480060.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -480061.812500 Penalty: 2791.107910
	Iteration 29Q: 3 clusters Score -480061.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -480062.625000 Penalty: 2791.107910
	Iteration 30Q: 3 clusters Score -480062.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -480062.750000 Penalty: 2791.107910
	Iteration 31Q: 3 clusters Score -480062.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -480063.468750 Penalty: 2791.107910
	Iteration 32Q: 3 clusters Score -480063.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -480063.468750 Penalty: 2791.107910
	Iteration 33F: 3 clusters Score -480063.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (63927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63927 members 
Entering Unmasked Estep 
Score: -5916841.500000 Penalty: 1798.143311
	Iteration 0F: 2 clusters Score -5916842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -5874222.500000 Penalty: 3596.286621
	Iteration 0F: 3 clusters Score -5874222 nChanged 30228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -5891875.000000 Penalty: 3596.286621
	Iteration 1F: 3 clusters Score -5891875 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -5892590.000000 Penalty: 3596.286621
	Iteration 2Q: 3 clusters Score -5892590 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -5893467.500000 Penalty: 3596.286621
	Iteration 3Q: 3 clusters Score -5893468 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -5894588.500000 Penalty: 3596.286621
	Iteration 4Q: 3 clusters Score -5894588 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -5896156.500000 Penalty: 3596.286621
	Iteration 5Q: 3 clusters Score -5896156 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -5898087.000000 Penalty: 3596.286621
	Iteration 6F: 3 clusters Score -5898087 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -5900718.500000 Penalty: 3596.286621
	Iteration 7F: 3 clusters Score -5900718 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 44327 members 
Entering Unmasked Estep 
Score: -5903469.000000 Penalty: 3596.286621
	Iteration 8F: 3 clusters Score -5903469 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 47100 members 
Entering Unmasked Estep 
Score: -5905913.500000 Penalty: 3596.286621
	Iteration 9F: 3 clusters Score -5905914 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 49624 members 
Entering Unmasked Estep 
Score: -5907954.500000 Penalty: 3596.286621
	Iteration 10Q: 3 clusters Score -5907954 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 51839 members 
Entering Unmasked Estep 
Score: -5909561.500000 Penalty: 3596.286621
	Iteration 11Q: 3 clusters Score -5909562 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 53801 members 
Entering Unmasked Estep 
Score: -5910991.000000 Penalty: 3596.286621
	Iteration 12Q: 3 clusters Score -5910991 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 55521 members 
Entering Unmasked Estep 
Score: -5912169.000000 Penalty: 3596.286621
	Iteration 13Q: 3 clusters Score -5912169 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 56991 members 
Entering Unmasked Estep 
Score: -5913232.000000 Penalty: 3596.286621
	Iteration 14Q: 3 clusters Score -5913232 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 58134 members 
Entering Unmasked Estep 
Score: -5914015.500000 Penalty: 3596.286621
	Iteration 15Q: 3 clusters Score -5914016 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 59034 members 
Entering Unmasked Estep 
Score: -5914515.000000 Penalty: 3596.286621
	Iteration 16Q: 3 clusters Score -5914515 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 59717 members 
Entering Unmasked Estep 
Score: -5914803.500000 Penalty: 3596.286621
	Iteration 17Q: 3 clusters Score -5914804 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 60241 members 
Entering Unmasked Estep 
Score: -5915073.500000 Penalty: 3596.286621
	Iteration 18Q: 3 clusters Score -5915074 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 60661 members 
Entering Unmasked Estep 
Score: -5915234.000000 Penalty: 3596.286621
	Iteration 19Q: 3 clusters Score -5915234 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 60996 members 
Entering Unmasked Estep 
Score: -5915357.500000 Penalty: 3596.286621
	Iteration 20F: 3 clusters Score -5915358 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 61260 members 
Entering Unmasked Estep 
Score: -5915440.500000 Penalty: 3596.286621
	Iteration 21Q: 3 clusters Score -5915440 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 61462 members 
Entering Unmasked Estep 
Score: -5915507.500000 Penalty: 3596.286621
	Iteration 22Q: 3 clusters Score -5915508 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 61617 members 
Entering Unmasked Estep 
Score: -5915557.000000 Penalty: 3596.286621
	Iteration 23Q: 3 clusters Score -5915557 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 61746 members 
Entering Unmasked Estep 
Score: -5915597.500000 Penalty: 3596.286621
	Iteration 24Q: 3 clusters Score -5915598 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 61851 members 
Entering Unmasked Estep 
Score: -5915619.500000 Penalty: 3596.286621
	Iteration 25Q: 3 clusters Score -5915620 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 61935 members 
Entering Unmasked Estep 
Score: -5915641.000000 Penalty: 3596.286621
	Iteration 26Q: 3 clusters Score -5915641 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 62018 members 
Entering Unmasked Estep 
Score: -5915662.000000 Penalty: 3596.286621
	Iteration 27Q: 3 clusters Score -5915662 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 62108 members 
Entering Unmasked Estep 
Score: -5915665.000000 Penalty: 3596.286621
	Iteration 28Q: 3 clusters Score -5915665 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 62186 members 
Entering Unmasked Estep 
Score: -5915683.000000 Penalty: 3596.286621
	Iteration 29Q: 3 clusters Score -5915683 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 62251 members 
Entering Unmasked Estep 
Score: -5915703.000000 Penalty: 3596.286621
	Iteration 30Q: 3 clusters Score -5915703 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 62304 members 
Entering Unmasked Estep 
Score: -5915734.500000 Penalty: 3596.286621
	Iteration 31Q: 3 clusters Score -5915734 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 62340 members 
Entering Unmasked Estep 
Score: -5915731.000000 Penalty: 3596.286621
	Iteration 32Q: 3 clusters Score -5915731 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 62373 members 
Entering Unmasked Estep 
Score: -5915744.500000 Penalty: 3596.286621
	Iteration 33Q: 3 clusters Score -5915744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 62405 members 
Entering Unmasked Estep 
Score: -5915742.000000 Penalty: 3596.286621
	Iteration 34Q: 3 clusters Score -5915742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 62429 members 
Entering Unmasked Estep 
Score: -5915754.500000 Penalty: 3596.286621
	Iteration 35Q: 3 clusters Score -5915754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 62449 members 
Entering Unmasked Estep 
Score: -5915751.500000 Penalty: 3596.286621
	Iteration 36Q: 3 clusters Score -5915752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 62471 members 
Entering Unmasked Estep 
Score: -5915748.000000 Penalty: 3596.286621
	Iteration 37Q: 3 clusters Score -5915748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 62493 members 
Entering Unmasked Estep 
Score: -5915752.500000 Penalty: 3596.286621
	Iteration 38Q: 3 clusters Score -5915752 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 62519 members 
Entering Unmasked Estep 
Score: -5915769.500000 Penalty: 3596.286621
	Iteration 39Q: 3 clusters Score -5915770 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 62543 members 
Entering Unmasked Estep 
Score: -5915769.500000 Penalty: 3596.286621
	Iteration 40F: 3 clusters Score -5915770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 62564 members 
Entering Unmasked Estep 
Score: -5915767.000000 Penalty: 3596.286621
	Iteration 41Q: 3 clusters Score -5915767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 62582 members 
Entering Unmasked Estep 
Score: -5915760.500000 Penalty: 3596.286621
	Iteration 42Q: 3 clusters Score -5915760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 62594 members 
Entering Unmasked Estep 
Score: -5915769.000000 Penalty: 3596.286621
	Iteration 43Q: 3 clusters Score -5915769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 62608 members 
Entering Unmasked Estep 
Score: -5915772.000000 Penalty: 3596.286621
	Iteration 44Q: 3 clusters Score -5915772 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 62631 members 
Entering Unmasked Estep 
Score: -5915776.500000 Penalty: 3596.286621
	Iteration 45Q: 3 clusters Score -5915776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 62650 members 
Entering Unmasked Estep 
Score: -5915785.500000 Penalty: 3596.286621
	Iteration 46Q: 3 clusters Score -5915786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 62673 members 
Entering Unmasked Estep 
Score: -5915793.000000 Penalty: 3596.286621
	Iteration 47Q: 3 clusters Score -5915793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 62685 members 
Entering Unmasked Estep 
Score: -5915797.000000 Penalty: 3596.286621
	Iteration 48Q: 3 clusters Score -5915797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 62694 members 
Entering Unmasked Estep 
Score: -5915792.500000 Penalty: 3596.286621
	Iteration 49Q: 3 clusters Score -5915792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 62703 members 
Entering Unmasked Estep 
Score: -5915785.500000 Penalty: 3596.286621
	Iteration 50Q: 3 clusters Score -5915786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 62712 members 
Entering Unmasked Estep 
Score: -5915803.000000 Penalty: 3596.286621
	Iteration 51Q: 3 clusters Score -5915803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 62718 members 
Entering Unmasked Estep 
Score: -5915802.500000 Penalty: 3596.286621
	Iteration 52Q: 3 clusters Score -5915802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 62723 members 
Entering Unmasked Estep 
Score: -5915807.000000 Penalty: 3596.286621
	Iteration 53Q: 3 clusters Score -5915807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 62728 members 
Entering Unmasked Estep 
Score: -5915812.000000 Penalty: 3596.286621
	Iteration 54Q: 3 clusters Score -5915812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 62732 members 
Entering Unmasked Estep 
Score: -5915803.500000 Penalty: 3596.286621
	Iteration 55Q: 3 clusters Score -5915804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 62735 members 
Entering Unmasked Estep 
Score: -5915804.000000 Penalty: 3596.286621
	Iteration 56Q: 3 clusters Score -5915804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 62739 members 
Entering Unmasked Estep 
Score: -5915799.000000 Penalty: 3596.286621
	Iteration 57Q: 3 clusters Score -5915799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 62744 members 
Entering Unmasked Estep 
Score: -5915801.000000 Penalty: 3596.286621
	Iteration 58Q: 3 clusters Score -5915801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 62753 members 
Entering Unmasked Estep 
Score: -5915811.000000 Penalty: 3596.286621
	Iteration 59Q: 3 clusters Score -5915811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 62753 members 
Entering Unmasked Estep 
Score: -5915811.000000 Penalty: 3596.286621
	Iteration 60F: 3 clusters Score -5915811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Entering Unmasked Estep 
Score: -909152.937500 Penalty: 1497.975098
	Iteration 0F: 2 clusters Score -909152.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -901939.062500 Penalty: 2995.950195
	Iteration 0F: 3 clusters Score -901939.1 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -904467.812500 Penalty: 2995.950195
	Iteration 1F: 3 clusters Score -904467.8 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -904781.625000 Penalty: 2995.950195
	Iteration 2F: 3 clusters Score -904781.6 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -905047.125000 Penalty: 2995.950195
	Iteration 3F: 3 clusters Score -905047.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -905268.562500 Penalty: 2995.950195
	Iteration 4Q: 3 clusters Score -905268.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -905491.750000 Penalty: 2995.950195
	Iteration 5Q: 3 clusters Score -905491.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -905740.187500 Penalty: 2995.950195
	Iteration 6Q: 3 clusters Score -905740.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -906026.812500 Penalty: 2995.950195
	Iteration 7Q: 3 clusters Score -906026.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -906294.875000 Penalty: 2995.950195
	Iteration 8Q: 3 clusters Score -906294.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -906539.187500 Penalty: 2995.950195
	Iteration 9Q: 3 clusters Score -906539.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -906749.687500 Penalty: 2995.950195
	Iteration 10Q: 3 clusters Score -906749.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -906912.250000 Penalty: 2995.950195
	Iteration 11Q: 3 clusters Score -906912.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -907043.625000 Penalty: 2995.950195
	Iteration 12Q: 3 clusters Score -907043.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -907154.437500 Penalty: 2995.950195
	Iteration 13Q: 3 clusters Score -907154.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -907243.312500 Penalty: 2995.950195
	Iteration 14Q: 3 clusters Score -907243.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -907304.812500 Penalty: 2995.950195
	Iteration 15Q: 3 clusters Score -907304.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -907362.125000 Penalty: 2995.950195
	Iteration 16Q: 3 clusters Score -907362.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -907424.437500 Penalty: 2995.950195
	Iteration 17Q: 3 clusters Score -907424.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -907500.562500 Penalty: 2995.950195
	Iteration 18Q: 3 clusters Score -907500.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -907572.937500 Penalty: 2995.950195
	Iteration 19Q: 3 clusters Score -907572.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -907659.562500 Penalty: 2995.950195
	Iteration 20F: 3 clusters Score -907659.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -907778.625000 Penalty: 2995.950195
	Iteration 21Q: 3 clusters Score -907778.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -907936.562500 Penalty: 2995.950195
	Iteration 22Q: 3 clusters Score -907936.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -908252.312500 Penalty: 2995.950195
	Iteration 23Q: 3 clusters Score -908252.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -908620.687500 Penalty: 2995.950195
	Iteration 24Q: 3 clusters Score -908620.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -908751.062500 Penalty: 2995.950195
	Iteration 25Q: 3 clusters Score -908751.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -908801.687500 Penalty: 2995.950195
	Iteration 26Q: 3 clusters Score -908801.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -908822.562500 Penalty: 2995.950195
	Iteration 27Q: 3 clusters Score -908822.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -908832.000000 Penalty: 2995.950195
	Iteration 28Q: 3 clusters Score -908832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -908836.750000 Penalty: 2995.950195
	Iteration 29Q: 3 clusters Score -908836.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -908841.562500 Penalty: 2995.950195
	Iteration 30Q: 3 clusters Score -908841.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -908845.812500 Penalty: 2995.950195
	Iteration 31Q: 3 clusters Score -908845.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -908847.000000 Penalty: 2995.950195
	Iteration 32Q: 3 clusters Score -908847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -908848.437500 Penalty: 2995.950195
	Iteration 33Q: 3 clusters Score -908848.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -908849.000000 Penalty: 2995.950195
	Iteration 34Q: 3 clusters Score -908849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -908853.312500 Penalty: 2995.950195
	Iteration 35Q: 3 clusters Score -908853.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -908855.437500 Penalty: 2995.950195
	Iteration 36Q: 3 clusters Score -908855.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -908855.625000 Penalty: 2995.950195
	Iteration 37Q: 3 clusters Score -908855.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -908856.375000 Penalty: 2995.950195
	Iteration 38Q: 3 clusters Score -908856.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -908857.250000 Penalty: 2995.950195
	Iteration 39Q: 3 clusters Score -908857.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -908857.125000 Penalty: 2995.950195
	Iteration 40F: 3 clusters Score -908857.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -908857.250000 Penalty: 2995.950195
	Iteration 41Q: 3 clusters Score -908857.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -908857.250000 Penalty: 2995.950195
	Iteration 42F: 3 clusters Score -908857.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Entering Unmasked Estep 
Score: -85588.023438 Penalty: 1122.021973
	Iteration 0F: 2 clusters Score -85588.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -84142.429688 Penalty: 2244.043945
	Iteration 0F: 3 clusters Score -84142.43 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -84385.234375 Penalty: 2244.043945
	Iteration 1F: 3 clusters Score -84385.23 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -84445.929688 Penalty: 2244.043945
	Iteration 2F: 3 clusters Score -84445.93 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -84481.023438 Penalty: 2244.043945
	Iteration 3Q: 3 clusters Score -84481.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -84507.445312 Penalty: 2244.043945
	Iteration 4Q: 3 clusters Score -84507.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -84523.968750 Penalty: 2244.043945
	Iteration 5Q: 3 clusters Score -84523.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -84537.226562 Penalty: 2244.043945
	Iteration 6Q: 3 clusters Score -84537.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -84548.476562 Penalty: 2244.043945
	Iteration 7Q: 3 clusters Score -84548.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -84568.804688 Penalty: 2244.043945
	Iteration 8Q: 3 clusters Score -84568.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -84584.890625 Penalty: 2244.043945
	Iteration 9Q: 3 clusters Score -84584.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -84597.273438 Penalty: 2244.043945
	Iteration 10Q: 3 clusters Score -84597.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -84608.398438 Penalty: 2244.043945
	Iteration 11Q: 3 clusters Score -84608.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -84618.695312 Penalty: 2244.043945
	Iteration 12Q: 3 clusters Score -84618.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -84631.453125 Penalty: 2244.043945
	Iteration 13Q: 3 clusters Score -84631.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -84642.406250 Penalty: 2244.043945
	Iteration 14Q: 3 clusters Score -84642.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -84656.484375 Penalty: 2244.043945
	Iteration 15Q: 3 clusters Score -84656.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -84692.734375 Penalty: 2244.043945
	Iteration 16Q: 3 clusters Score -84692.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -84733.890625 Penalty: 2244.043945
	Iteration 17Q: 3 clusters Score -84733.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -84790.898438 Penalty: 2244.043945
	Iteration 18Q: 3 clusters Score -84790.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -84884.789062 Penalty: 2244.043945
	Iteration 19Q: 3 clusters Score -84884.79 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -84964.468750 Penalty: 2244.043945
	Iteration 20F: 3 clusters Score -84964.47 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -85004.304688 Penalty: 2244.043945
	Iteration 21Q: 3 clusters Score -85004.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -85026.742188 Penalty: 2244.043945
	Iteration 22Q: 3 clusters Score -85026.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -85040.828125 Penalty: 2244.043945
	Iteration 23Q: 3 clusters Score -85040.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -85054.640625 Penalty: 2244.043945
	Iteration 24Q: 3 clusters Score -85054.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -85069.656250 Penalty: 2244.043945
	Iteration 25Q: 3 clusters Score -85069.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -85076.953125 Penalty: 2244.043945
	Iteration 26Q: 3 clusters Score -85076.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -85079.210938 Penalty: 2244.043945
	Iteration 27Q: 3 clusters Score -85079.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -85079.632812 Penalty: 2244.043945
	Iteration 28Q: 3 clusters Score -85079.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -85079.632812 Penalty: 2244.043945
	Iteration 29F: 3 clusters Score -85079.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Entering Unmasked Estep 
Score: -755867.937500 Penalty: 1465.675659
	Iteration 0F: 2 clusters Score -755867.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -749805.187500 Penalty: 2931.351318
	Iteration 0F: 3 clusters Score -749805.2 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -751707.937500 Penalty: 2931.351318
	Iteration 1F: 3 clusters Score -751707.9 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -752016.312500 Penalty: 2931.351318
	Iteration 2F: 3 clusters Score -752016.3 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -752317.750000 Penalty: 2931.351318
	Iteration 3F: 3 clusters Score -752317.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -752680.500000 Penalty: 2931.351318
	Iteration 4F: 3 clusters Score -752680.5 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -753052.437500 Penalty: 2931.351318
	Iteration 5F: 3 clusters Score -753052.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -753391.312500 Penalty: 2931.351318
	Iteration 6F: 3 clusters Score -753391.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -753732.187500 Penalty: 2931.351318
	Iteration 7F: 3 clusters Score -753732.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -754019.625000 Penalty: 2931.351318
	Iteration 8Q: 3 clusters Score -754019.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -754269.062500 Penalty: 2931.351318
	Iteration 9Q: 3 clusters Score -754269.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -754438.437500 Penalty: 2931.351318
	Iteration 10Q: 3 clusters Score -754438.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -754540.312500 Penalty: 2931.351318
	Iteration 11Q: 3 clusters Score -754540.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -754596.562500 Penalty: 2931.351318
	Iteration 12Q: 3 clusters Score -754596.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -754635.687500 Penalty: 2931.351318
	Iteration 13Q: 3 clusters Score -754635.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -754669.812500 Penalty: 2931.351318
	Iteration 14Q: 3 clusters Score -754669.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -754704.687500 Penalty: 2931.351318
	Iteration 15Q: 3 clusters Score -754704.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -754729.625000 Penalty: 2931.351318
	Iteration 16Q: 3 clusters Score -754729.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -754747.375000 Penalty: 2931.351318
	Iteration 17Q: 3 clusters Score -754747.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -754758.937500 Penalty: 2931.351318
	Iteration 18Q: 3 clusters Score -754758.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -754770.750000 Penalty: 2931.351318
	Iteration 19Q: 3 clusters Score -754770.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -754780.125000 Penalty: 2931.351318
	Iteration 20F: 3 clusters Score -754780.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -754789.375000 Penalty: 2931.351318
	Iteration 21Q: 3 clusters Score -754789.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -754794.875000 Penalty: 2931.351318
	Iteration 22Q: 3 clusters Score -754794.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -754797.375000 Penalty: 2931.351318
	Iteration 23Q: 3 clusters Score -754797.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -754802.000000 Penalty: 2931.351318
	Iteration 24Q: 3 clusters Score -754802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -754801.562500 Penalty: 2931.351318
	Iteration 25Q: 3 clusters Score -754801.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -754806.687500 Penalty: 2931.351318
	Iteration 26Q: 3 clusters Score -754806.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -754807.375000 Penalty: 2931.351318
	Iteration 27Q: 3 clusters Score -754807.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -754806.625000 Penalty: 2931.351318
	Iteration 28Q: 3 clusters Score -754806.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -754806.000000 Penalty: 2931.351318
	Iteration 29Q: 3 clusters Score -754806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -754806.000000 Penalty: 2931.351318
	Iteration 30F: 3 clusters Score -754806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Entering Unmasked Estep 
Score: -1199379.625000 Penalty: 1538.235962
	Iteration 0F: 2 clusters Score -1199380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1190312.500000 Penalty: 3076.471924
	Iteration 0F: 3 clusters Score -1190312 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1193345.250000 Penalty: 3076.471924
	Iteration 1F: 3 clusters Score -1193345 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1193621.875000 Penalty: 3076.471924
	Iteration 2F: 3 clusters Score -1193622 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1193855.125000 Penalty: 3076.471924
	Iteration 3Q: 3 clusters Score -1193855 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1194063.875000 Penalty: 3076.471924
	Iteration 4Q: 3 clusters Score -1194064 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1194261.875000 Penalty: 3076.471924
	Iteration 5Q: 3 clusters Score -1194262 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1194464.375000 Penalty: 3076.471924
	Iteration 6Q: 3 clusters Score -1194464 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1194694.000000 Penalty: 3076.471924
	Iteration 7Q: 3 clusters Score -1194694 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1194980.000000 Penalty: 3076.471924
	Iteration 8Q: 3 clusters Score -1194980 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1195300.500000 Penalty: 3076.471924
	Iteration 9Q: 3 clusters Score -1195300 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1195710.875000 Penalty: 3076.471924
	Iteration 10F: 3 clusters Score -1195711 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1196168.875000 Penalty: 3076.471924
	Iteration 11F: 3 clusters Score -1196169 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1196623.250000 Penalty: 3076.471924
	Iteration 12Q: 3 clusters Score -1196623 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1197022.125000 Penalty: 3076.471924
	Iteration 13Q: 3 clusters Score -1197022 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1197333.750000 Penalty: 3076.471924
	Iteration 14Q: 3 clusters Score -1197334 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1197575.125000 Penalty: 3076.471924
	Iteration 15Q: 3 clusters Score -1197575 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1197740.125000 Penalty: 3076.471924
	Iteration 16Q: 3 clusters Score -1197740 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1197876.875000 Penalty: 3076.471924
	Iteration 17Q: 3 clusters Score -1197877 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1197949.250000 Penalty: 3076.471924
	Iteration 18Q: 3 clusters Score -1197949 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1198001.625000 Penalty: 3076.471924
	Iteration 19Q: 3 clusters Score -1198002 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1198046.750000 Penalty: 3076.471924
	Iteration 20F: 3 clusters Score -1198047 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1198070.500000 Penalty: 3076.471924
	Iteration 21Q: 3 clusters Score -1198070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1198089.375000 Penalty: 3076.471924
	Iteration 22Q: 3 clusters Score -1198089 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1198100.625000 Penalty: 3076.471924
	Iteration 23Q: 3 clusters Score -1198101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1198109.125000 Penalty: 3076.471924
	Iteration 24Q: 3 clusters Score -1198109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1198114.875000 Penalty: 3076.471924
	Iteration 25Q: 3 clusters Score -1198115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1198117.500000 Penalty: 3076.471924
	Iteration 26Q: 3 clusters Score -1198118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1198118.500000 Penalty: 3076.471924
	Iteration 27Q: 3 clusters Score -1198118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1198122.125000 Penalty: 3076.471924
	Iteration 28Q: 3 clusters Score -1198122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1198125.875000 Penalty: 3076.471924
	Iteration 29Q: 3 clusters Score -1198126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1198126.500000 Penalty: 3076.471924
	Iteration 30Q: 3 clusters Score -1198126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1198127.000000 Penalty: 3076.471924
	Iteration 31Q: 3 clusters Score -1198127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1198127.375000 Penalty: 3076.471924
	Iteration 32Q: 3 clusters Score -1198127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1198127.375000 Penalty: 3076.471924
	Iteration 33F: 3 clusters Score -1198127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (120820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120820 members 
Entering Unmasked Estep 
Score: -11099216.000000 Penalty: 1901.584229
	Iteration 0F: 2 clusters Score -1.109922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 60697 members 
Entering Unmasked Estep 
Score: -11018632.000000 Penalty: 3803.168457
	Iteration 0F: 3 clusters Score -1.101863e+07 nChanged 57987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56910 members 
Mstep: Class 2 contains 63910 members 
Entering Unmasked Estep 
Score: -11052477.000000 Penalty: 3803.168457
	Iteration 1F: 3 clusters Score -1.105248e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55306 members 
Mstep: Class 2 contains 65514 members 
Entering Unmasked Estep 
Score: -11053525.000000 Penalty: 3803.168457
	Iteration 2Q: 3 clusters Score -1.105352e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52879 members 
Mstep: Class 2 contains 67941 members 
Entering Unmasked Estep 
Score: -11055076.000000 Penalty: 3803.168457
	Iteration 3Q: 3 clusters Score -1.105508e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 71423 members 
Entering Unmasked Estep 
Score: -11057482.000000 Penalty: 3803.168457
	Iteration 4Q: 3 clusters Score -1.105748e+07 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 76434 members 
Entering Unmasked Estep 
Score: -11061418.000000 Penalty: 3803.168457
	Iteration 5F: 3 clusters Score -1.106142e+07 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 83017 members 
Entering Unmasked Estep 
Score: -11067085.000000 Penalty: 3803.168457
	Iteration 6F: 3 clusters Score -1.106708e+07 nChanged 8496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 90889 members 
Entering Unmasked Estep 
Score: -11074311.000000 Penalty: 3803.168457
	Iteration 7F: 3 clusters Score -1.107431e+07 nChanged 8402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 98943 members 
Entering Unmasked Estep 
Score: -11081672.000000 Penalty: 3803.168457
	Iteration 8F: 3 clusters Score -1.108167e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 105978 members 
Entering Unmasked Estep 
Score: -11088087.000000 Penalty: 3803.168457
	Iteration 9F: 3 clusters Score -1.108809e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 111012 members 
Entering Unmasked Estep 
Score: -11092286.000000 Penalty: 3803.168457
	Iteration 10Q: 3 clusters Score -1.109229e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 114212 members 
Entering Unmasked Estep 
Score: -11094947.000000 Penalty: 3803.168457
	Iteration 11Q: 3 clusters Score -1.109495e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 116022 members 
Entering Unmasked Estep 
Score: -11096383.000000 Penalty: 3803.168457
	Iteration 12Q: 3 clusters Score -1.109638e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 117009 members 
Entering Unmasked Estep 
Score: -11097005.000000 Penalty: 3803.168457
	Iteration 13Q: 3 clusters Score -1.1097e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 117580 members 
Entering Unmasked Estep 
Score: -11097348.000000 Penalty: 3803.168457
	Iteration 14Q: 3 clusters Score -1.109735e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 117912 members 
Entering Unmasked Estep 
Score: -11097508.000000 Penalty: 3803.168457
	Iteration 15Q: 3 clusters Score -1.109751e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 118133 members 
Entering Unmasked Estep 
Score: -11097591.000000 Penalty: 3803.168457
	Iteration 16Q: 3 clusters Score -1.109759e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 118303 members 
Entering Unmasked Estep 
Score: -11097684.000000 Penalty: 3803.168457
	Iteration 17Q: 3 clusters Score -1.109768e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 118410 members 
Entering Unmasked Estep 
Score: -11097723.000000 Penalty: 3803.168457
	Iteration 18Q: 3 clusters Score -1.109772e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 118504 members 
Entering Unmasked Estep 
Score: -11097741.000000 Penalty: 3803.168457
	Iteration 19Q: 3 clusters Score -1.109774e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 118561 members 
Entering Unmasked Estep 
Score: -11097778.000000 Penalty: 3803.168457
	Iteration 20F: 3 clusters Score -1.109778e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 118601 members 
Entering Unmasked Estep 
Score: -11097782.000000 Penalty: 3803.168457
	Iteration 21Q: 3 clusters Score -1.109778e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 118632 members 
Entering Unmasked Estep 
Score: -11097792.000000 Penalty: 3803.168457
	Iteration 22Q: 3 clusters Score -1.109779e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 118669 members 
Entering Unmasked Estep 
Score: -11097817.000000 Penalty: 3803.168457
	Iteration 23Q: 3 clusters Score -1.109782e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 118698 members 
Entering Unmasked Estep 
Score: -11097835.000000 Penalty: 3803.168457
	Iteration 24Q: 3 clusters Score -1.109784e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 118718 members 
Entering Unmasked Estep 
Score: -11097844.000000 Penalty: 3803.168457
	Iteration 25Q: 3 clusters Score -1.109784e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 118740 members 
Entering Unmasked Estep 
Score: -11097859.000000 Penalty: 3803.168457
	Iteration 26Q: 3 clusters Score -1.109786e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 118759 members 
Entering Unmasked Estep 
Score: -11097858.000000 Penalty: 3803.168457
	Iteration 27Q: 3 clusters Score -1.109786e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 118777 members 
Entering Unmasked Estep 
Score: -11097866.000000 Penalty: 3803.168457
	Iteration 28Q: 3 clusters Score -1.109787e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 118796 members 
Entering Unmasked Estep 
Score: -11097858.000000 Penalty: 3803.168457
	Iteration 29Q: 3 clusters Score -1.109786e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 118816 members 
Entering Unmasked Estep 
Score: -11097880.000000 Penalty: 3803.168457
	Iteration 30Q: 3 clusters Score -1.109788e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 118836 members 
Entering Unmasked Estep 
Score: -11097886.000000 Penalty: 3803.168457
	Iteration 31Q: 3 clusters Score -1.109789e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 118858 members 
Entering Unmasked Estep 
Score: -11097884.000000 Penalty: 3803.168457
	Iteration 32Q: 3 clusters Score -1.109788e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 118873 members 
Entering Unmasked Estep 
Score: -11097889.000000 Penalty: 3803.168457
	Iteration 33Q: 3 clusters Score -1.109789e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 118885 members 
Entering Unmasked Estep 
Score: -11097899.000000 Penalty: 3803.168457
	Iteration 34Q: 3 clusters Score -1.10979e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 118892 members 
Entering Unmasked Estep 
Score: -11097909.000000 Penalty: 3803.168457
	Iteration 35Q: 3 clusters Score -1.109791e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 118900 members 
Entering Unmasked Estep 
Score: -11097918.000000 Penalty: 3803.168457
	Iteration 36Q: 3 clusters Score -1.109792e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 118906 members 
Entering Unmasked Estep 
Score: -11097918.000000 Penalty: 3803.168457
	Iteration 37Q: 3 clusters Score -1.109792e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 118915 members 
Entering Unmasked Estep 
Score: -11097920.000000 Penalty: 3803.168457
	Iteration 38Q: 3 clusters Score -1.109792e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 118921 members 
Entering Unmasked Estep 
Score: -11097926.000000 Penalty: 3803.168457
	Iteration 39Q: 3 clusters Score -1.109793e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 118925 members 
Entering Unmasked Estep 
Score: -11097923.000000 Penalty: 3803.168457
	Iteration 40F: 3 clusters Score -1.109792e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 118924 members 
Entering Unmasked Estep 
Score: -11097918.000000 Penalty: 3803.168457
	Iteration 41Q: 3 clusters Score -1.109792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 118921 members 
Entering Unmasked Estep 
Score: -11097917.000000 Penalty: 3803.168457
	Iteration 42Q: 3 clusters Score -1.109792e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 118924 members 
Entering Unmasked Estep 
Score: -11097919.000000 Penalty: 3803.168457
	Iteration 43Q: 3 clusters Score -1.109792e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 118925 members 
Entering Unmasked Estep 
Score: -11097921.000000 Penalty: 3803.168457
	Iteration 44Q: 3 clusters Score -1.109792e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 118930 members 
Entering Unmasked Estep 
Score: -11097916.000000 Penalty: 3803.168457
	Iteration 45Q: 3 clusters Score -1.109792e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 118939 members 
Entering Unmasked Estep 
Score: -11097927.000000 Penalty: 3803.168457
	Iteration 46Q: 3 clusters Score -1.109793e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 118946 members 
Entering Unmasked Estep 
Score: -11097938.000000 Penalty: 3803.168457
	Iteration 47Q: 3 clusters Score -1.109794e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 118947 members 
Entering Unmasked Estep 
Score: -11097936.000000 Penalty: 3803.168457
	Iteration 48Q: 3 clusters Score -1.109794e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 118957 members 
Entering Unmasked Estep 
Score: -11097950.000000 Penalty: 3803.168457
	Iteration 49Q: 3 clusters Score -1.109795e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 118962 members 
Entering Unmasked Estep 
Score: -11097949.000000 Penalty: 3803.168457
	Iteration 50Q: 3 clusters Score -1.109795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 118966 members 
Entering Unmasked Estep 
Score: -11097958.000000 Penalty: 3803.168457
	Iteration 51Q: 3 clusters Score -1.109796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 118973 members 
Entering Unmasked Estep 
Score: -11097960.000000 Penalty: 3803.168457
	Iteration 52Q: 3 clusters Score -1.109796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 118974 members 
Entering Unmasked Estep 
Score: -11097962.000000 Penalty: 3803.168457
	Iteration 53Q: 3 clusters Score -1.109796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 118979 members 
Entering Unmasked Estep 
Score: -11097962.000000 Penalty: 3803.168457
	Iteration 54Q: 3 clusters Score -1.109796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 118984 members 
Entering Unmasked Estep 
Score: -11097963.000000 Penalty: 3803.168457
	Iteration 55Q: 3 clusters Score -1.109796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 118986 members 
Entering Unmasked Estep 
Score: -11097956.000000 Penalty: 3803.168457
	Iteration 56Q: 3 clusters Score -1.109796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 118989 members 
Entering Unmasked Estep 
Score: -11097961.000000 Penalty: 3803.168457
	Iteration 57Q: 3 clusters Score -1.109796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 118992 members 
Entering Unmasked Estep 
Score: -11097966.000000 Penalty: 3803.168457
	Iteration 58Q: 3 clusters Score -1.109797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 118990 members 
Entering Unmasked Estep 
Score: -11097968.000000 Penalty: 3803.168457
	Iteration 59Q: 3 clusters Score -1.109797e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 118991 members 
Entering Unmasked Estep 
Score: -11097952.000000 Penalty: 3803.168457
	Iteration 60F: 3 clusters Score -1.109795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 118994 members 
Entering Unmasked Estep 
Score: -11097960.000000 Penalty: 3803.168457
	Iteration 61Q: 3 clusters Score -1.109796e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 119000 members 
Entering Unmasked Estep 
Score: -11097961.000000 Penalty: 3803.168457
	Iteration 62Q: 3 clusters Score -1.109796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 119009 members 
Entering Unmasked Estep 
Score: -11097962.000000 Penalty: 3803.168457
	Iteration 63Q: 3 clusters Score -1.109796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 119019 members 
Entering Unmasked Estep 
Score: -11097968.000000 Penalty: 3803.168457
	Iteration 64Q: 3 clusters Score -1.109797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 119022 members 
Entering Unmasked Estep 
Score: -11097964.000000 Penalty: 3803.168457
	Iteration 65Q: 3 clusters Score -1.109796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 119029 members 
Entering Unmasked Estep 
Score: -11097969.000000 Penalty: 3803.168457
	Iteration 66Q: 3 clusters Score -1.109797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 119032 members 
Entering Unmasked Estep 
Score: -11097962.000000 Penalty: 3803.168457
	Iteration 67Q: 3 clusters Score -1.109796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 119032 members 
Entering Unmasked Estep 
Score: -11097965.000000 Penalty: 3803.168457
	Iteration 68Q: 3 clusters Score -1.109796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 119028 members 
Entering Unmasked Estep 
Score: -11097958.000000 Penalty: 3803.168457
	Iteration 69Q: 3 clusters Score -1.109796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 119024 members 
Entering Unmasked Estep 
Score: -11097960.000000 Penalty: 3803.168457
	Iteration 70Q: 3 clusters Score -1.109796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 119023 members 
Entering Unmasked Estep 
Score: -11097969.000000 Penalty: 3803.168457
	Iteration 71Q: 3 clusters Score -1.109797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 119024 members 
Entering Unmasked Estep 
Score: -11097973.000000 Penalty: 3803.168457
	Iteration 72Q: 3 clusters Score -1.109797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 119023 members 
Entering Unmasked Estep 
Score: -11097963.000000 Penalty: 3803.168457
	Iteration 73Q: 3 clusters Score -1.109796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 119024 members 
Entering Unmasked Estep 
Score: -11097961.000000 Penalty: 3803.168457
	Iteration 74Q: 3 clusters Score -1.109796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 119026 members 
Entering Unmasked Estep 
Score: -11097969.000000 Penalty: 3803.168457
	Iteration 75Q: 3 clusters Score -1.109797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 119027 members 
Entering Unmasked Estep 
Score: -11097965.000000 Penalty: 3803.168457
	Iteration 76Q: 3 clusters Score -1.109796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 119028 members 
Entering Unmasked Estep 
Score: -11097968.000000 Penalty: 3803.168457
	Iteration 77Q: 3 clusters Score -1.109797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 119029 members 
Entering Unmasked Estep 
Score: -11097968.000000 Penalty: 3803.168457
	Iteration 78Q: 3 clusters Score -1.109797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 119031 members 
Entering Unmasked Estep 
Score: -11097961.000000 Penalty: 3803.168457
	Iteration 79Q: 3 clusters Score -1.109796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 119031 members 
Entering Unmasked Estep 
Score: -11097961.000000 Penalty: 3803.168457
	Iteration 80F: 3 clusters Score -1.109796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 119034 members 
Entering Unmasked Estep 
Score: -11097960.000000 Penalty: 3803.168457
	Iteration 81Q: 3 clusters Score -1.109796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 119036 members 
Entering Unmasked Estep 
Score: -11097965.000000 Penalty: 3803.168457
	Iteration 82Q: 3 clusters Score -1.109796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 119039 members 
Entering Unmasked Estep 
Score: -11097964.000000 Penalty: 3803.168457
	Iteration 83Q: 3 clusters Score -1.109796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 119039 members 
Entering Unmasked Estep 
Score: -11097964.000000 Penalty: 3803.168457
	Iteration 84F: 3 clusters Score -1.109796e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (53971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53971 members 
Entering Unmasked Estep 
Score: -4978201.500000 Penalty: 1770.632812
	Iteration 0F: 2 clusters Score -4978202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -4941999.000000 Penalty: 3541.265625
	Iteration 0F: 3 clusters Score -4941999 nChanged 25249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -4956427.000000 Penalty: 3541.265625
	Iteration 1F: 3 clusters Score -4956427 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -4957235.500000 Penalty: 3541.265625
	Iteration 2Q: 3 clusters Score -4957236 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -4958586.000000 Penalty: 3541.265625
	Iteration 3F: 3 clusters Score -4958586 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -4960884.500000 Penalty: 3541.265625
	Iteration 4F: 3 clusters Score -4960884 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -4964311.000000 Penalty: 3541.265625
	Iteration 5F: 3 clusters Score -4964311 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -4968040.000000 Penalty: 3541.265625
	Iteration 6F: 3 clusters Score -4968040 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 46026 members 
Entering Unmasked Estep 
Score: -4971152.000000 Penalty: 3541.265625
	Iteration 7F: 3 clusters Score -4971152 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -4973314.500000 Penalty: 3541.265625
	Iteration 8Q: 3 clusters Score -4973314 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 50342 members 
Entering Unmasked Estep 
Score: -4974645.500000 Penalty: 3541.265625
	Iteration 9Q: 3 clusters Score -4974646 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 51452 members 
Entering Unmasked Estep 
Score: -4975436.500000 Penalty: 3541.265625
	Iteration 10Q: 3 clusters Score -4975436 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 52146 members 
Entering Unmasked Estep 
Score: -4975886.500000 Penalty: 3541.265625
	Iteration 11Q: 3 clusters Score -4975886 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 52586 members 
Entering Unmasked Estep 
Score: -4976165.500000 Penalty: 3541.265625
	Iteration 12Q: 3 clusters Score -4976166 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52861 members 
Entering Unmasked Estep 
Score: -4976313.500000 Penalty: 3541.265625
	Iteration 13Q: 3 clusters Score -4976314 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 53051 members 
Entering Unmasked Estep 
Score: -4976443.000000 Penalty: 3541.265625
	Iteration 14Q: 3 clusters Score -4976443 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 53168 members 
Entering Unmasked Estep 
Score: -4976544.500000 Penalty: 3541.265625
	Iteration 15Q: 3 clusters Score -4976544 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 53248 members 
Entering Unmasked Estep 
Score: -4976591.500000 Penalty: 3541.265625
	Iteration 16Q: 3 clusters Score -4976592 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 53306 members 
Entering Unmasked Estep 
Score: -4976643.500000 Penalty: 3541.265625
	Iteration 17Q: 3 clusters Score -4976644 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 53357 members 
Entering Unmasked Estep 
Score: -4976684.500000 Penalty: 3541.265625
	Iteration 18Q: 3 clusters Score -4976684 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 53378 members 
Entering Unmasked Estep 
Score: -4976705.500000 Penalty: 3541.265625
	Iteration 19Q: 3 clusters Score -4976706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 53401 members 
Entering Unmasked Estep 
Score: -4976729.500000 Penalty: 3541.265625
	Iteration 20F: 3 clusters Score -4976730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 53410 members 
Entering Unmasked Estep 
Score: -4976735.000000 Penalty: 3541.265625
	Iteration 21Q: 3 clusters Score -4976735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 53421 members 
Entering Unmasked Estep 
Score: -4976747.500000 Penalty: 3541.265625
	Iteration 22Q: 3 clusters Score -4976748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 53428 members 
Entering Unmasked Estep 
Score: -4976746.000000 Penalty: 3541.265625
	Iteration 23Q: 3 clusters Score -4976746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 53433 members 
Entering Unmasked Estep 
Score: -4976749.500000 Penalty: 3541.265625
	Iteration 24Q: 3 clusters Score -4976750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 53440 members 
Entering Unmasked Estep 
Score: -4976748.500000 Penalty: 3541.265625
	Iteration 25Q: 3 clusters Score -4976748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 53445 members 
Entering Unmasked Estep 
Score: -4976751.500000 Penalty: 3541.265625
	Iteration 26Q: 3 clusters Score -4976752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 53447 members 
Entering Unmasked Estep 
Score: -4976755.500000 Penalty: 3541.265625
	Iteration 27Q: 3 clusters Score -4976756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 53452 members 
Entering Unmasked Estep 
Score: -4976759.500000 Penalty: 3541.265625
	Iteration 28Q: 3 clusters Score -4976760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 53454 members 
Entering Unmasked Estep 
Score: -4976757.500000 Penalty: 3541.265625
	Iteration 29Q: 3 clusters Score -4976758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 53454 members 
Entering Unmasked Estep 
Score: -4976757.500000 Penalty: 3541.265625
	Iteration 30F: 3 clusters Score -4976758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (127926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127926 members 
Entering Unmasked Estep 
Score: -11643218.000000 Penalty: 1910.871216
	Iteration 0F: 2 clusters Score -1.164322e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63735 members 
Mstep: Class 2 contains 64191 members 
Entering Unmasked Estep 
Score: -11557489.000000 Penalty: 3821.742432
	Iteration 0F: 3 clusters Score -1.155749e+07 nChanged 61682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56915 members 
Mstep: Class 2 contains 71011 members 
Entering Unmasked Estep 
Score: -11595129.000000 Penalty: 3821.742432
	Iteration 1F: 3 clusters Score -1.159513e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52636 members 
Mstep: Class 2 contains 75290 members 
Entering Unmasked Estep 
Score: -11597927.000000 Penalty: 3821.742432
	Iteration 2F: 3 clusters Score -1.159793e+07 nChanged 8033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 81493 members 
Entering Unmasked Estep 
Score: -11602394.000000 Penalty: 3821.742432
	Iteration 3F: 3 clusters Score -1.160239e+07 nChanged 9214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 89187 members 
Entering Unmasked Estep 
Score: -11608146.000000 Penalty: 3821.742432
	Iteration 4F: 3 clusters Score -1.160815e+07 nChanged 9664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 97853 members 
Entering Unmasked Estep 
Score: -11615087.000000 Penalty: 3821.742432
	Iteration 5F: 3 clusters Score -1.161509e+07 nChanged 8902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 106397 members 
Entering Unmasked Estep 
Score: -11622110.000000 Penalty: 3821.742432
	Iteration 6F: 3 clusters Score -1.162211e+07 nChanged 7970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 114299 members 
Entering Unmasked Estep 
Score: -11629113.000000 Penalty: 3821.742432
	Iteration 7F: 3 clusters Score -1.162911e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 120614 members 
Entering Unmasked Estep 
Score: -11635067.000000 Penalty: 3821.742432
	Iteration 8Q: 3 clusters Score -1.163507e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 124562 members 
Entering Unmasked Estep 
Score: -11638748.000000 Penalty: 3821.742432
	Iteration 9Q: 3 clusters Score -1.163875e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 126439 members 
Entering Unmasked Estep 
Score: -11640419.000000 Penalty: 3821.742432
	Iteration 10Q: 3 clusters Score -1.164042e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 127157 members 
Entering Unmasked Estep 
Score: -11641052.000000 Penalty: 3821.742432
	Iteration 11Q: 3 clusters Score -1.164105e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 127428 members 
Entering Unmasked Estep 
Score: -11641266.000000 Penalty: 3821.742432
	Iteration 12Q: 3 clusters Score -1.164127e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 127528 members 
Entering Unmasked Estep 
Score: -11641389.000000 Penalty: 3821.742432
	Iteration 13Q: 3 clusters Score -1.164139e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 127576 members 
Entering Unmasked Estep 
Score: -11641448.000000 Penalty: 3821.742432
	Iteration 14Q: 3 clusters Score -1.164145e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 127602 members 
Entering Unmasked Estep 
Score: -11641484.000000 Penalty: 3821.742432
	Iteration 15Q: 3 clusters Score -1.164148e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 127615 members 
Entering Unmasked Estep 
Score: -11641502.000000 Penalty: 3821.742432
	Iteration 16Q: 3 clusters Score -1.16415e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 127622 members 
Entering Unmasked Estep 
Score: -11641525.000000 Penalty: 3821.742432
	Iteration 17Q: 3 clusters Score -1.164152e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 127625 members 
Entering Unmasked Estep 
Score: -11641539.000000 Penalty: 3821.742432
	Iteration 18Q: 3 clusters Score -1.164154e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 127629 members 
Entering Unmasked Estep 
Score: -11641556.000000 Penalty: 3821.742432
	Iteration 19Q: 3 clusters Score -1.164156e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 127635 members 
Entering Unmasked Estep 
Score: -11641552.000000 Penalty: 3821.742432
	Iteration 20F: 3 clusters Score -1.164155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 127638 members 
Entering Unmasked Estep 
Score: -11641561.000000 Penalty: 3821.742432
	Iteration 21Q: 3 clusters Score -1.164156e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 127643 members 
Entering Unmasked Estep 
Score: -11641566.000000 Penalty: 3821.742432
	Iteration 22Q: 3 clusters Score -1.164157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 127645 members 
Entering Unmasked Estep 
Score: -11641564.000000 Penalty: 3821.742432
	Iteration 23Q: 3 clusters Score -1.164156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 127648 members 
Entering Unmasked Estep 
Score: -11641563.000000 Penalty: 3821.742432
	Iteration 24Q: 3 clusters Score -1.164156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 127651 members 
Entering Unmasked Estep 
Score: -11641561.000000 Penalty: 3821.742432
	Iteration 25Q: 3 clusters Score -1.164156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 127651 members 
Entering Unmasked Estep 
Score: -11641562.000000 Penalty: 3821.742432
	Iteration 26Q: 3 clusters Score -1.164156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 127648 members 
Entering Unmasked Estep 
Score: -11641561.000000 Penalty: 3821.742432
	Iteration 27Q: 3 clusters Score -1.164156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 127649 members 
Entering Unmasked Estep 
Score: -11641567.000000 Penalty: 3821.742432
	Iteration 28Q: 3 clusters Score -1.164157e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 127649 members 
Entering Unmasked Estep 
Score: -11641567.000000 Penalty: 3821.742432
	Iteration 29F: 3 clusters Score -1.164157e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Entering Unmasked Estep 
Score: -3819528.750000 Penalty: 1729.924194
	Iteration 0F: 2 clusters Score -3819529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -3791342.000000 Penalty: 3459.848389
	Iteration 0F: 3 clusters Score -3791342 nChanged 19724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -3802432.250000 Penalty: 3459.848389
	Iteration 1F: 3 clusters Score -3802432 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -3802970.500000 Penalty: 3459.848389
	Iteration 2Q: 3 clusters Score -3802970 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -3803575.000000 Penalty: 3459.848389
	Iteration 3Q: 3 clusters Score -3803575 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -3804430.500000 Penalty: 3459.848389
	Iteration 4Q: 3 clusters Score -3804430 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -3805677.250000 Penalty: 3459.848389
	Iteration 5F: 3 clusters Score -3805677 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -3807217.500000 Penalty: 3459.848389
	Iteration 6F: 3 clusters Score -3807218 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -3808636.000000 Penalty: 3459.848389
	Iteration 7F: 3 clusters Score -3808636 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -3809729.500000 Penalty: 3459.848389
	Iteration 8F: 3 clusters Score -3809730 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -3810425.500000 Penalty: 3459.848389
	Iteration 9Q: 3 clusters Score -3810426 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -3810860.500000 Penalty: 3459.848389
	Iteration 10Q: 3 clusters Score -3810860 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -3811124.250000 Penalty: 3459.848389
	Iteration 11Q: 3 clusters Score -3811124 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -3811287.750000 Penalty: 3459.848389
	Iteration 12Q: 3 clusters Score -3811288 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -3811418.000000 Penalty: 3459.848389
	Iteration 13Q: 3 clusters Score -3811418 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -3811547.000000 Penalty: 3459.848389
	Iteration 14Q: 3 clusters Score -3811547 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -3811645.000000 Penalty: 3459.848389
	Iteration 15Q: 3 clusters Score -3811645 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -3811736.500000 Penalty: 3459.848389
	Iteration 16Q: 3 clusters Score -3811736 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -3811847.500000 Penalty: 3459.848389
	Iteration 17Q: 3 clusters Score -3811848 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -3812011.500000 Penalty: 3459.848389
	Iteration 18Q: 3 clusters Score -3812012 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -3812196.000000 Penalty: 3459.848389
	Iteration 19Q: 3 clusters Score -3812196 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -3812449.750000 Penalty: 3459.848389
	Iteration 20F: 3 clusters Score -3812450 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -3812753.750000 Penalty: 3459.848389
	Iteration 21Q: 3 clusters Score -3812754 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -3813078.750000 Penalty: 3459.848389
	Iteration 22Q: 3 clusters Score -3813079 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -3813443.250000 Penalty: 3459.848389
	Iteration 23Q: 3 clusters Score -3813443 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -3813787.500000 Penalty: 3459.848389
	Iteration 24Q: 3 clusters Score -3813788 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -3814187.500000 Penalty: 3459.848389
	Iteration 25Q: 3 clusters Score -3814188 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -3814576.250000 Penalty: 3459.848389
	Iteration 26Q: 3 clusters Score -3814576 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -3815007.250000 Penalty: 3459.848389
	Iteration 27Q: 3 clusters Score -3815007 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -3815411.750000 Penalty: 3459.848389
	Iteration 28Q: 3 clusters Score -3815412 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -3815794.250000 Penalty: 3459.848389
	Iteration 29Q: 3 clusters Score -3815794 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -3816152.500000 Penalty: 3459.848389
	Iteration 30Q: 3 clusters Score -3816152 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -3816497.000000 Penalty: 3459.848389
	Iteration 31Q: 3 clusters Score -3816497 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -3816789.000000 Penalty: 3459.848389
	Iteration 32Q: 3 clusters Score -3816789 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -3817048.000000 Penalty: 3459.848389
	Iteration 33Q: 3 clusters Score -3817048 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -3817253.500000 Penalty: 3459.848389
	Iteration 34Q: 3 clusters Score -3817254 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -3817434.000000 Penalty: 3459.848389
	Iteration 35Q: 3 clusters Score -3817434 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -3817555.000000 Penalty: 3459.848389
	Iteration 36Q: 3 clusters Score -3817555 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -3817670.500000 Penalty: 3459.848389
	Iteration 37Q: 3 clusters Score -3817670 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -3817779.500000 Penalty: 3459.848389
	Iteration 38Q: 3 clusters Score -3817780 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -3817827.500000 Penalty: 3459.848389
	Iteration 39Q: 3 clusters Score -3817828 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -3817901.250000 Penalty: 3459.848389
	Iteration 40F: 3 clusters Score -3817901 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -3817947.750000 Penalty: 3459.848389
	Iteration 41Q: 3 clusters Score -3817948 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -3817998.500000 Penalty: 3459.848389
	Iteration 42Q: 3 clusters Score -3817998 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -3818043.250000 Penalty: 3459.848389
	Iteration 43Q: 3 clusters Score -3818043 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -3818069.500000 Penalty: 3459.848389
	Iteration 44Q: 3 clusters Score -3818070 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -3818088.500000 Penalty: 3459.848389
	Iteration 45Q: 3 clusters Score -3818088 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -3818109.250000 Penalty: 3459.848389
	Iteration 46Q: 3 clusters Score -3818109 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -3818120.500000 Penalty: 3459.848389
	Iteration 47Q: 3 clusters Score -3818120 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -3818133.750000 Penalty: 3459.848389
	Iteration 48Q: 3 clusters Score -3818134 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -3818140.000000 Penalty: 3459.848389
	Iteration 49Q: 3 clusters Score -3818140 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -3818147.000000 Penalty: 3459.848389
	Iteration 50Q: 3 clusters Score -3818147 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -3818164.500000 Penalty: 3459.848389
	Iteration 51Q: 3 clusters Score -3818164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -3818178.500000 Penalty: 3459.848389
	Iteration 52Q: 3 clusters Score -3818178 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 40410 members 
Entering Unmasked Estep 
Score: -3818192.250000 Penalty: 3459.848389
	Iteration 53Q: 3 clusters Score -3818192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -3818193.250000 Penalty: 3459.848389
	Iteration 54Q: 3 clusters Score -3818193 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -3818203.000000 Penalty: 3459.848389
	Iteration 55Q: 3 clusters Score -3818203 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -3818203.500000 Penalty: 3459.848389
	Iteration 56Q: 3 clusters Score -3818204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
Score: -3818203.500000 Penalty: 3459.848389
	Iteration 57Q: 3 clusters Score -3818204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -3818207.750000 Penalty: 3459.848389
	Iteration 58Q: 3 clusters Score -3818208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -3818213.250000 Penalty: 3459.848389
	Iteration 59Q: 3 clusters Score -3818213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -3818209.000000 Penalty: 3459.848389
	Iteration 60F: 3 clusters Score -3818209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -3818215.500000 Penalty: 3459.848389
	Iteration 61Q: 3 clusters Score -3818216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -3818215.500000 Penalty: 3459.848389
	Iteration 62Q: 3 clusters Score -3818216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -3818222.000000 Penalty: 3459.848389
	Iteration 63Q: 3 clusters Score -3818222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -3818220.000000 Penalty: 3459.848389
	Iteration 64Q: 3 clusters Score -3818220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -3818222.250000 Penalty: 3459.848389
	Iteration 65Q: 3 clusters Score -3818222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -3818220.750000 Penalty: 3459.848389
	Iteration 66Q: 3 clusters Score -3818221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -3818222.250000 Penalty: 3459.848389
	Iteration 67Q: 3 clusters Score -3818222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -3818226.500000 Penalty: 3459.848389
	Iteration 68Q: 3 clusters Score -3818226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
Score: -3818230.750000 Penalty: 3459.848389
	Iteration 69Q: 3 clusters Score -3818231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -3818231.750000 Penalty: 3459.848389
	Iteration 70Q: 3 clusters Score -3818232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -3818234.500000 Penalty: 3459.848389
	Iteration 71Q: 3 clusters Score -3818234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -3818236.000000 Penalty: 3459.848389
	Iteration 72Q: 3 clusters Score -3818236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -3818239.000000 Penalty: 3459.848389
	Iteration 73Q: 3 clusters Score -3818239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -3818243.000000 Penalty: 3459.848389
	Iteration 74Q: 3 clusters Score -3818243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 40667 members 
Entering Unmasked Estep 
Score: -3818241.750000 Penalty: 3459.848389
	Iteration 75Q: 3 clusters Score -3818242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -3818242.750000 Penalty: 3459.848389
	Iteration 76Q: 3 clusters Score -3818243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -3818245.000000 Penalty: 3459.848389
	Iteration 77Q: 3 clusters Score -3818245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -3818245.750000 Penalty: 3459.848389
	Iteration 78Q: 3 clusters Score -3818246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -3818248.000000 Penalty: 3459.848389
	Iteration 79Q: 3 clusters Score -3818248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 40685 members 
Entering Unmasked Estep 
Score: -3818247.000000 Penalty: 3459.848389
	Iteration 80F: 3 clusters Score -3818247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 40686 members 
Entering Unmasked Estep 
Score: -3818246.500000 Penalty: 3459.848389
	Iteration 81Q: 3 clusters Score -3818246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -3818245.250000 Penalty: 3459.848389
	Iteration 82Q: 3 clusters Score -3818245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -3818247.750000 Penalty: 3459.848389
	Iteration 83Q: 3 clusters Score -3818248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 40692 members 
Entering Unmasked Estep 
Score: -3818247.750000 Penalty: 3459.848389
	Iteration 84Q: 3 clusters Score -3818248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 40692 members 
Entering Unmasked Estep 
Score: -3818247.750000 Penalty: 3459.848389
	Iteration 85F: 3 clusters Score -3818248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Entering Unmasked Estep 
Score: -115508.273438 Penalty: 1179.834961
	Iteration 0F: 2 clusters Score -115508.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -113758.726562 Penalty: 2359.669922
	Iteration 0F: 3 clusters Score -113758.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -114170.875000 Penalty: 2359.669922
	Iteration 1F: 3 clusters Score -114170.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -114320.609375 Penalty: 2359.669922
	Iteration 2F: 3 clusters Score -114320.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -114412.375000 Penalty: 2359.669922
	Iteration 3F: 3 clusters Score -114412.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -114493.898438 Penalty: 2359.669922
	Iteration 4Q: 3 clusters Score -114493.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -114541.273438 Penalty: 2359.669922
	Iteration 5Q: 3 clusters Score -114541.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -114583.539062 Penalty: 2359.669922
	Iteration 6Q: 3 clusters Score -114583.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -114612.976562 Penalty: 2359.669922
	Iteration 7Q: 3 clusters Score -114613 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -114631.117188 Penalty: 2359.669922
	Iteration 8Q: 3 clusters Score -114631.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -114641.929688 Penalty: 2359.669922
	Iteration 9Q: 3 clusters Score -114641.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -114653.101562 Penalty: 2359.669922
	Iteration 10Q: 3 clusters Score -114653.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -114658.890625 Penalty: 2359.669922
	Iteration 11Q: 3 clusters Score -114658.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -114661.367188 Penalty: 2359.669922
	Iteration 12Q: 3 clusters Score -114661.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -114664.382812 Penalty: 2359.669922
	Iteration 13Q: 3 clusters Score -114664.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -114667.593750 Penalty: 2359.669922
	Iteration 14Q: 3 clusters Score -114667.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -114670.867188 Penalty: 2359.669922
	Iteration 15Q: 3 clusters Score -114670.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -114673.312500 Penalty: 2359.669922
	Iteration 16Q: 3 clusters Score -114673.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -114675.773438 Penalty: 2359.669922
	Iteration 17Q: 3 clusters Score -114675.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -114679.984375 Penalty: 2359.669922
	Iteration 18Q: 3 clusters Score -114680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -114682.796875 Penalty: 2359.669922
	Iteration 19Q: 3 clusters Score -114682.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -114683.492188 Penalty: 2359.669922
	Iteration 20F: 3 clusters Score -114683.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -114683.757812 Penalty: 2359.669922
	Iteration 21Q: 3 clusters Score -114683.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -114683.757812 Penalty: 2359.669922
	Iteration 22F: 3 clusters Score -114683.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Entering Unmasked Estep 
Score: -963013.562500 Penalty: 1501.972046
	Iteration 0F: 2 clusters Score -963013.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -955614.750000 Penalty: 3003.944092
	Iteration 0F: 3 clusters Score -955614.8 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -957989.500000 Penalty: 3003.944092
	Iteration 1F: 3 clusters Score -957989.5 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -958219.000000 Penalty: 3003.944092
	Iteration 2F: 3 clusters Score -958219 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -958432.125000 Penalty: 3003.944092
	Iteration 3Q: 3 clusters Score -958432.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -958698.875000 Penalty: 3003.944092
	Iteration 4F: 3 clusters Score -958698.9 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -959054.875000 Penalty: 3003.944092
	Iteration 5F: 3 clusters Score -959054.9 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -959454.750000 Penalty: 3003.944092
	Iteration 6F: 3 clusters Score -959454.8 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -959945.000000 Penalty: 3003.944092
	Iteration 7F: 3 clusters Score -959945 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -960471.125000 Penalty: 3003.944092
	Iteration 8F: 3 clusters Score -960471.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -960916.437500 Penalty: 3003.944092
	Iteration 9Q: 3 clusters Score -960916.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -961213.812500 Penalty: 3003.944092
	Iteration 10Q: 3 clusters Score -961213.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -961388.000000 Penalty: 3003.944092
	Iteration 11Q: 3 clusters Score -961388 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -961494.437500 Penalty: 3003.944092
	Iteration 12Q: 3 clusters Score -961494.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -961561.062500 Penalty: 3003.944092
	Iteration 13Q: 3 clusters Score -961561.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -961601.812500 Penalty: 3003.944092
	Iteration 14Q: 3 clusters Score -961601.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -961629.500000 Penalty: 3003.944092
	Iteration 15Q: 3 clusters Score -961629.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -961650.687500 Penalty: 3003.944092
	Iteration 16Q: 3 clusters Score -961650.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -961664.187500 Penalty: 3003.944092
	Iteration 17Q: 3 clusters Score -961664.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -961674.562500 Penalty: 3003.944092
	Iteration 18Q: 3 clusters Score -961674.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -961682.437500 Penalty: 3003.944092
	Iteration 19Q: 3 clusters Score -961682.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -961690.812500 Penalty: 3003.944092
	Iteration 20F: 3 clusters Score -961690.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -961695.312500 Penalty: 3003.944092
	Iteration 21Q: 3 clusters Score -961695.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -961697.750000 Penalty: 3003.944092
	Iteration 22Q: 3 clusters Score -961697.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -961699.437500 Penalty: 3003.944092
	Iteration 23Q: 3 clusters Score -961699.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -961703.687500 Penalty: 3003.944092
	Iteration 24Q: 3 clusters Score -961703.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -961707.562500 Penalty: 3003.944092
	Iteration 25Q: 3 clusters Score -961707.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -961708.375000 Penalty: 3003.944092
	Iteration 26Q: 3 clusters Score -961708.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -961708.375000 Penalty: 3003.944092
	Iteration 27F: 3 clusters Score -961708.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Entering Unmasked Estep 
Score: -910640.000000 Penalty: 1494.553955
	Iteration 0F: 2 clusters Score -910640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -903565.312500 Penalty: 2989.107910
	Iteration 0F: 3 clusters Score -903565.3 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -905734.687500 Penalty: 2989.107910
	Iteration 1F: 3 clusters Score -905734.7 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -905949.187500 Penalty: 2989.107910
	Iteration 2F: 3 clusters Score -905949.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -906093.312500 Penalty: 2989.107910
	Iteration 3Q: 3 clusters Score -906093.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -906215.812500 Penalty: 2989.107910
	Iteration 4Q: 3 clusters Score -906215.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -906336.062500 Penalty: 2989.107910
	Iteration 5Q: 3 clusters Score -906336.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -906464.312500 Penalty: 2989.107910
	Iteration 6Q: 3 clusters Score -906464.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -906606.937500 Penalty: 2989.107910
	Iteration 7Q: 3 clusters Score -906606.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -906791.187500 Penalty: 2989.107910
	Iteration 8Q: 3 clusters Score -906791.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -907039.250000 Penalty: 2989.107910
	Iteration 9Q: 3 clusters Score -907039.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -907353.562500 Penalty: 2989.107910
	Iteration 10Q: 3 clusters Score -907353.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -907714.312500 Penalty: 2989.107910
	Iteration 11F: 3 clusters Score -907714.3 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -908081.437500 Penalty: 2989.107910
	Iteration 12Q: 3 clusters Score -908081.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -908433.875000 Penalty: 2989.107910
	Iteration 13Q: 3 clusters Score -908433.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -908753.125000 Penalty: 2989.107910
	Iteration 14Q: 3 clusters Score -908753.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -908971.687500 Penalty: 2989.107910
	Iteration 15Q: 3 clusters Score -908971.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -909127.875000 Penalty: 2989.107910
	Iteration 16Q: 3 clusters Score -909127.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -909210.312500 Penalty: 2989.107910
	Iteration 17Q: 3 clusters Score -909210.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -909254.437500 Penalty: 2989.107910
	Iteration 18Q: 3 clusters Score -909254.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -909300.375000 Penalty: 2989.107910
	Iteration 19Q: 3 clusters Score -909300.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -909336.437500 Penalty: 2989.107910
	Iteration 20F: 3 clusters Score -909336.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -909364.437500 Penalty: 2989.107910
	Iteration 21Q: 3 clusters Score -909364.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -909378.562500 Penalty: 2989.107910
	Iteration 22Q: 3 clusters Score -909378.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -909382.750000 Penalty: 2989.107910
	Iteration 23Q: 3 clusters Score -909382.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -909386.187500 Penalty: 2989.107910
	Iteration 24Q: 3 clusters Score -909386.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -909389.750000 Penalty: 2989.107910
	Iteration 25Q: 3 clusters Score -909389.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -909393.500000 Penalty: 2989.107910
	Iteration 26Q: 3 clusters Score -909393.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -909394.500000 Penalty: 2989.107910
	Iteration 27Q: 3 clusters Score -909394.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -909394.500000 Penalty: 2989.107910
	Iteration 28F: 3 clusters Score -909394.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -141951.140625 Penalty: 1205.454346
	Iteration 0F: 2 clusters Score -141951.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -140095.250000 Penalty: 2410.908691
	Iteration 0F: 3 clusters Score -140095.2 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -140524.187500 Penalty: 2410.908691
	Iteration 1F: 3 clusters Score -140524.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -140677.203125 Penalty: 2410.908691
	Iteration 2F: 3 clusters Score -140677.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -140778.468750 Penalty: 2410.908691
	Iteration 3F: 3 clusters Score -140778.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -140860.437500 Penalty: 2410.908691
	Iteration 4Q: 3 clusters Score -140860.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -140937.984375 Penalty: 2410.908691
	Iteration 5Q: 3 clusters Score -140938 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -140994.609375 Penalty: 2410.908691
	Iteration 6Q: 3 clusters Score -140994.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -141042.281250 Penalty: 2410.908691
	Iteration 7Q: 3 clusters Score -141042.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -141070.531250 Penalty: 2410.908691
	Iteration 8Q: 3 clusters Score -141070.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -141091.390625 Penalty: 2410.908691
	Iteration 9Q: 3 clusters Score -141091.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -141119.078125 Penalty: 2410.908691
	Iteration 10Q: 3 clusters Score -141119.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -141142.218750 Penalty: 2410.908691
	Iteration 11Q: 3 clusters Score -141142.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -141160.453125 Penalty: 2410.908691
	Iteration 12Q: 3 clusters Score -141160.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -141174.921875 Penalty: 2410.908691
	Iteration 13Q: 3 clusters Score -141174.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -141183.578125 Penalty: 2410.908691
	Iteration 14Q: 3 clusters Score -141183.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -141188.875000 Penalty: 2410.908691
	Iteration 15Q: 3 clusters Score -141188.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -141196.000000 Penalty: 2410.908691
	Iteration 16Q: 3 clusters Score -141196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -141202.015625 Penalty: 2410.908691
	Iteration 17Q: 3 clusters Score -141202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -141205.843750 Penalty: 2410.908691
	Iteration 18Q: 3 clusters Score -141205.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -141206.890625 Penalty: 2410.908691
	Iteration 19Q: 3 clusters Score -141206.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -141208.390625 Penalty: 2410.908691
	Iteration 20F: 3 clusters Score -141208.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -141211.453125 Penalty: 2410.908691
	Iteration 21Q: 3 clusters Score -141211.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -141213.453125 Penalty: 2410.908691
	Iteration 22Q: 3 clusters Score -141213.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -141213.859375 Penalty: 2410.908691
	Iteration 23Q: 3 clusters Score -141213.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -141215.687500 Penalty: 2410.908691
	Iteration 24Q: 3 clusters Score -141215.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -141218.468750 Penalty: 2410.908691
	Iteration 25Q: 3 clusters Score -141218.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -141222.843750 Penalty: 2410.908691
	Iteration 26Q: 3 clusters Score -141222.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -141226.031250 Penalty: 2410.908691
	Iteration 27Q: 3 clusters Score -141226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -141229.078125 Penalty: 2410.908691
	Iteration 28Q: 3 clusters Score -141229.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -141231.218750 Penalty: 2410.908691
	Iteration 29Q: 3 clusters Score -141231.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -141232.593750 Penalty: 2410.908691
	Iteration 30Q: 3 clusters Score -141232.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -141233.859375 Penalty: 2410.908691
	Iteration 31Q: 3 clusters Score -141233.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -141237.234375 Penalty: 2410.908691
	Iteration 32Q: 3 clusters Score -141237.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -141245.078125 Penalty: 2410.908691
	Iteration 33Q: 3 clusters Score -141245.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -141253.937500 Penalty: 2410.908691
	Iteration 34Q: 3 clusters Score -141253.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -141267.578125 Penalty: 2410.908691
	Iteration 35Q: 3 clusters Score -141267.6 nChanged 13
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: -141280.640625 Penalty: 2410.908691
	Iteration 36Q: 3 clusters Score -141280.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -141288.718750 Penalty: 2410.908691
	Iteration 37Q: 3 clusters Score -141288.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -141291.484375 Penalty: 2410.908691
	Iteration 38Q: 3 clusters Score -141291.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -141292.796875 Penalty: 2410.908691
	Iteration 39Q: 3 clusters Score -141292.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -141294.515625 Penalty: 2410.908691
	Iteration 40F: 3 clusters Score -141294.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -141295.234375 Penalty: 2410.908691
	Iteration 41Q: 3 clusters Score -141295.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -141295.234375 Penalty: 2410.908691
	Iteration 42F: 3 clusters Score -141295.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Entering Unmasked Estep 
Score: -170451.453125 Penalty: 1230.949219
	Iteration 0F: 2 clusters Score -170451.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -168366.875000 Penalty: 2461.898438
	Iteration 0F: 3 clusters Score -168366.9 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -168789.343750 Penalty: 2461.898438
	Iteration 1F: 3 clusters Score -168789.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -168892.093750 Penalty: 2461.898438
	Iteration 2F: 3 clusters Score -168892.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -168957.265625 Penalty: 2461.898438
	Iteration 3Q: 3 clusters Score -168957.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -169005.343750 Penalty: 2461.898438
	Iteration 4Q: 3 clusters Score -169005.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -169044.046875 Penalty: 2461.898438
	Iteration 5Q: 3 clusters Score -169044 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -169082.093750 Penalty: 2461.898438
	Iteration 6Q: 3 clusters Score -169082.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -169110.562500 Penalty: 2461.898438
	Iteration 7Q: 3 clusters Score -169110.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -169132.640625 Penalty: 2461.898438
	Iteration 8Q: 3 clusters Score -169132.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -169149.421875 Penalty: 2461.898438
	Iteration 9Q: 3 clusters Score -169149.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -169164.906250 Penalty: 2461.898438
	Iteration 10Q: 3 clusters Score -169164.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -169175.796875 Penalty: 2461.898438
	Iteration 11Q: 3 clusters Score -169175.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -169199.953125 Penalty: 2461.898438
	Iteration 12Q: 3 clusters Score -169200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -169227.140625 Penalty: 2461.898438
	Iteration 13Q: 3 clusters Score -169227.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -169253.328125 Penalty: 2461.898438
	Iteration 14Q: 3 clusters Score -169253.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -169277.281250 Penalty: 2461.898438
	Iteration 15Q: 3 clusters Score -169277.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -169290.765625 Penalty: 2461.898438
	Iteration 16Q: 3 clusters Score -169290.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -169304.703125 Penalty: 2461.898438
	Iteration 17Q: 3 clusters Score -169304.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -169321.984375 Penalty: 2461.898438
	Iteration 18Q: 3 clusters Score -169322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -169331.671875 Penalty: 2461.898438
	Iteration 19Q: 3 clusters Score -169331.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -169339.703125 Penalty: 2461.898438
	Iteration 20F: 3 clusters Score -169339.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -169345.468750 Penalty: 2461.898438
	Iteration 21Q: 3 clusters Score -169345.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -169354.312500 Penalty: 2461.898438
	Iteration 22Q: 3 clusters Score -169354.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -169364.640625 Penalty: 2461.898438
	Iteration 23Q: 3 clusters Score -169364.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -169380.328125 Penalty: 2461.898438
	Iteration 24Q: 3 clusters Score -169380.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -169401.546875 Penalty: 2461.898438
	Iteration 25Q: 3 clusters Score -169401.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -169419.234375 Penalty: 2461.898438
	Iteration 26Q: 3 clusters Score -169419.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -169439.421875 Penalty: 2461.898438
	Iteration 27Q: 3 clusters Score -169439.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -169465.953125 Penalty: 2461.898438
	Iteration 28Q: 3 clusters Score -169466 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -169498.640625 Penalty: 2461.898438
	Iteration 29Q: 3 clusters Score -169498.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -169532.156250 Penalty: 2461.898438
	Iteration 30Q: 3 clusters Score -169532.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -169568.484375 Penalty: 2461.898438
	Iteration 31Q: 3 clusters Score -169568.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -169606.281250 Penalty: 2461.898438
	Iteration 32Q: 3 clusters Score -169606.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -169626.109375 Penalty: 2461.898438
	Iteration 33Q: 3 clusters Score -169626.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -169644.468750 Penalty: 2461.898438
	Iteration 34Q: 3 clusters Score -169644.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -169660.781250 Penalty: 2461.898438
	Iteration 35Q: 3 clusters Score -169660.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -169674.328125 Penalty: 2461.898438
	Iteration 36Q: 3 clusters Score -169674.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -169688.062500 Penalty: 2461.898438
	Iteration 37Q: 3 clusters Score -169688.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -169699.437500 Penalty: 2461.898438
	Iteration 38Q: 3 clusters Score -169699.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -169713.359375 Penalty: 2461.898438
	Iteration 39Q: 3 clusters Score -169713.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -169725.296875 Penalty: 2461.898438
	Iteration 40F: 3 clusters Score -169725.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -169737.140625 Penalty: 2461.898438
	Iteration 41Q: 3 clusters Score -169737.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -169742.359375 Penalty: 2461.898438
	Iteration 42Q: 3 clusters Score -169742.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -169748.328125 Penalty: 2461.898438
	Iteration 43Q: 3 clusters Score -169748.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -169755.062500 Penalty: 2461.898438
	Iteration 44Q: 3 clusters Score -169755.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -169764.406250 Penalty: 2461.898438
	Iteration 45Q: 3 clusters Score -169764.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -169773.203125 Penalty: 2461.898438
	Iteration 46Q: 3 clusters Score -169773.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -169781.781250 Penalty: 2461.898438
	Iteration 47Q: 3 clusters Score -169781.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -169796.734375 Penalty: 2461.898438
	Iteration 48Q: 3 clusters Score -169796.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -169808.140625 Penalty: 2461.898438
	Iteration 49Q: 3 clusters Score -169808.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -169818.828125 Penalty: 2461.898438
	Iteration 50Q: 3 clusters Score -169818.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -169829.484375 Penalty: 2461.898438
	Iteration 51Q: 3 clusters Score -169829.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -169843.390625 Penalty: 2461.898438
	Iteration 52Q: 3 clusters Score -169843.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -169855.312500 Penalty: 2461.898438
	Iteration 53Q: 3 clusters Score -169855.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -169861.984375 Penalty: 2461.898438
	Iteration 54Q: 3 clusters Score -169862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -169867.156250 Penalty: 2461.898438
	Iteration 55Q: 3 clusters Score -169867.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -169873.125000 Penalty: 2461.898438
	Iteration 56Q: 3 clusters Score -169873.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -169875.656250 Penalty: 2461.898438
	Iteration 57Q: 3 clusters Score -169875.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -169877.390625 Penalty: 2461.898438
	Iteration 58Q: 3 clusters Score -169877.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -169881.078125 Penalty: 2461.898438
	Iteration 59Q: 3 clusters Score -169881.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -169885.546875 Penalty: 2461.898438
	Iteration 60F: 3 clusters Score -169885.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -169888.687500 Penalty: 2461.898438
	Iteration 61Q: 3 clusters Score -169888.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -169888.906250 Penalty: 2461.898438
	Iteration 62Q: 3 clusters Score -169888.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -169888.906250 Penalty: 2461.898438
	Iteration 63F: 3 clusters Score -169888.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Entering Unmasked Estep 
Score: -105622.546875 Penalty: 1152.543213
	Iteration 0F: 2 clusters Score -105622.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -104048.226562 Penalty: 2305.086426
	Iteration 0F: 3 clusters Score -104048.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -104337.796875 Penalty: 2305.086426
	Iteration 1F: 3 clusters Score -104337.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -104432.257812 Penalty: 2305.086426
	Iteration 2F: 3 clusters Score -104432.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -104492.484375 Penalty: 2305.086426
	Iteration 3Q: 3 clusters Score -104492.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -104534.820312 Penalty: 2305.086426
	Iteration 4Q: 3 clusters Score -104534.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -104579.570312 Penalty: 2305.086426
	Iteration 5Q: 3 clusters Score -104579.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -104618.203125 Penalty: 2305.086426
	Iteration 6Q: 3 clusters Score -104618.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -104653.101562 Penalty: 2305.086426
	Iteration 7Q: 3 clusters Score -104653.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -104683.328125 Penalty: 2305.086426
	Iteration 8Q: 3 clusters Score -104683.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -104707.218750 Penalty: 2305.086426
	Iteration 9Q: 3 clusters Score -104707.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -104735.367188 Penalty: 2305.086426
	Iteration 10Q: 3 clusters Score -104735.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -104756.843750 Penalty: 2305.086426
	Iteration 11Q: 3 clusters Score -104756.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -104769.429688 Penalty: 2305.086426
	Iteration 12Q: 3 clusters Score -104769.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -104779.414062 Penalty: 2305.086426
	Iteration 13Q: 3 clusters Score -104779.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -104784.031250 Penalty: 2305.086426
	Iteration 14Q: 3 clusters Score -104784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -104785.117188 Penalty: 2305.086426
	Iteration 15Q: 3 clusters Score -104785.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -104785.492188 Penalty: 2305.086426
	Iteration 16Q: 3 clusters Score -104785.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -104786.835938 Penalty: 2305.086426
	Iteration 17Q: 3 clusters Score -104786.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -104787.250000 Penalty: 2305.086426
	Iteration 18Q: 3 clusters Score -104787.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -104788.960938 Penalty: 2305.086426
	Iteration 19Q: 3 clusters Score -104789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -104792.914062 Penalty: 2305.086426
	Iteration 20F: 3 clusters Score -104792.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -104801.007812 Penalty: 2305.086426
	Iteration 21Q: 3 clusters Score -104801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -104808.546875 Penalty: 2305.086426
	Iteration 22Q: 3 clusters Score -104808.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -104811.281250 Penalty: 2305.086426
	Iteration 23Q: 3 clusters Score -104811.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -104815.609375 Penalty: 2305.086426
	Iteration 24Q: 3 clusters Score -104815.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -104822.781250 Penalty: 2305.086426
	Iteration 25Q: 3 clusters Score -104822.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -104825.195312 Penalty: 2305.086426
	Iteration 26Q: 3 clusters Score -104825.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -104826.750000 Penalty: 2305.086426
	Iteration 27Q: 3 clusters Score -104826.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -104828.226562 Penalty: 2305.086426
	Iteration 28Q: 3 clusters Score -104828.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -104830.867188 Penalty: 2305.086426
	Iteration 29Q: 3 clusters Score -104830.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -104833.109375 Penalty: 2305.086426
	Iteration 30Q: 3 clusters Score -104833.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -104833.250000 Penalty: 2305.086426
	Iteration 31Q: 3 clusters Score -104833.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -104833.250000 Penalty: 2305.086426
	Iteration 32F: 3 clusters Score -104833.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -290810.437500 Penalty: 1320.463135
	Iteration 0F: 2 clusters Score -290810.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -287896.187500 Penalty: 2640.926270
	Iteration 0F: 3 clusters Score -287896.2 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -288853.718750 Penalty: 2640.926270
	Iteration 1F: 3 clusters Score -288853.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -289162.875000 Penalty: 2640.926270
	Iteration 2F: 3 clusters Score -289162.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -289413.000000 Penalty: 2640.926270
	Iteration 3F: 3 clusters Score -289413 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -289600.843750 Penalty: 2640.926270
	Iteration 4F: 3 clusters Score -289600.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -289733.375000 Penalty: 2640.926270
	Iteration 5F: 3 clusters Score -289733.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -289811.343750 Penalty: 2640.926270
	Iteration 6Q: 3 clusters Score -289811.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -289858.281250 Penalty: 2640.926270
	Iteration 7Q: 3 clusters Score -289858.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -289895.593750 Penalty: 2640.926270
	Iteration 8Q: 3 clusters Score -289895.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -289920.937500 Penalty: 2640.926270
	Iteration 9Q: 3 clusters Score -289920.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -289938.312500 Penalty: 2640.926270
	Iteration 10Q: 3 clusters Score -289938.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -289946.031250 Penalty: 2640.926270
	Iteration 11Q: 3 clusters Score -289946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -289951.656250 Penalty: 2640.926270
	Iteration 12Q: 3 clusters Score -289951.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -289957.312500 Penalty: 2640.926270
	Iteration 13Q: 3 clusters Score -289957.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -289961.000000 Penalty: 2640.926270
	Iteration 14Q: 3 clusters Score -289961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -289961.406250 Penalty: 2640.926270
	Iteration 15Q: 3 clusters Score -289961.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -289962.812500 Penalty: 2640.926270
	Iteration 16Q: 3 clusters Score -289962.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -289964.593750 Penalty: 2640.926270
	Iteration 17Q: 3 clusters Score -289964.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -289966.906250 Penalty: 2640.926270
	Iteration 18Q: 3 clusters Score -289966.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -289969.562500 Penalty: 2640.926270
	Iteration 19Q: 3 clusters Score -289969.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -289971.250000 Penalty: 2640.926270
	Iteration 20F: 3 clusters Score -289971.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -289972.656250 Penalty: 2640.926270
	Iteration 21Q: 3 clusters Score -289972.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -289973.781250 Penalty: 2640.926270
	Iteration 22Q: 3 clusters Score -289973.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -289974.562500 Penalty: 2640.926270
	Iteration 23Q: 3 clusters Score -289974.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -289976.093750 Penalty: 2640.926270
	Iteration 24Q: 3 clusters Score -289976.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -289977.343750 Penalty: 2640.926270
	Iteration 25Q: 3 clusters Score -289977.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -289979.125000 Penalty: 2640.926270
	Iteration 26Q: 3 clusters Score -289979.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -289980.125000 Penalty: 2640.926270
	Iteration 27Q: 3 clusters Score -289980.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -289981.500000 Penalty: 2640.926270
	Iteration 28Q: 3 clusters Score -289981.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -289982.562500 Penalty: 2640.926270
	Iteration 29Q: 3 clusters Score -289982.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -289984.281250 Penalty: 2640.926270
	Iteration 30Q: 3 clusters Score -289984.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -289986.312500 Penalty: 2640.926270
	Iteration 31Q: 3 clusters Score -289986.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -289989.125000 Penalty: 2640.926270
	Iteration 32Q: 3 clusters Score -289989.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -289993.093750 Penalty: 2640.926270
	Iteration 33Q: 3 clusters Score -289993.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -289996.656250 Penalty: 2640.926270
	Iteration 34Q: 3 clusters Score -289996.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -289999.750000 Penalty: 2640.926270
	Iteration 35Q: 3 clusters Score -289999.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -290001.062500 Penalty: 2640.926270
	Iteration 36Q: 3 clusters Score -290001.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -290003.843750 Penalty: 2640.926270
	Iteration 37Q: 3 clusters Score -290003.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -290005.468750 Penalty: 2640.926270
	Iteration 38Q: 3 clusters Score -290005.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -290007.656250 Penalty: 2640.926270
	Iteration 39Q: 3 clusters Score -290007.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -290009.375000 Penalty: 2640.926270
	Iteration 40F: 3 clusters Score -290009.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -290010.593750 Penalty: 2640.926270
	Iteration 41Q: 3 clusters Score -290010.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -290012.468750 Penalty: 2640.926270
	Iteration 42Q: 3 clusters Score -290012.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -290013.531250 Penalty: 2640.926270
	Iteration 43Q: 3 clusters Score -290013.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -290013.718750 Penalty: 2640.926270
	Iteration 44Q: 3 clusters Score -290013.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -290013.718750 Penalty: 2640.926270
	Iteration 45F: 3 clusters Score -290013.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Entering Unmasked Estep 
Score: -130963.953125 Penalty: 1221.066406
	Iteration 0F: 2 clusters Score -130964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -129048.046875 Penalty: 2442.132812
	Iteration 0F: 3 clusters Score -129048 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -129686.882812 Penalty: 2442.132812
	Iteration 1F: 3 clusters Score -129686.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -129974.093750 Penalty: 2442.132812
	Iteration 2F: 3 clusters Score -129974.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -130115.507812 Penalty: 2442.132812
	Iteration 3F: 3 clusters Score -130115.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -130198.203125 Penalty: 2442.132812
	Iteration 4Q: 3 clusters Score -130198.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -130243.054688 Penalty: 2442.132812
	Iteration 5Q: 3 clusters Score -130243.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -130266.140625 Penalty: 2442.132812
	Iteration 6Q: 3 clusters Score -130266.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -130282.414062 Penalty: 2442.132812
	Iteration 7Q: 3 clusters Score -130282.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -130294.343750 Penalty: 2442.132812
	Iteration 8Q: 3 clusters Score -130294.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -130304.875000 Penalty: 2442.132812
	Iteration 9Q: 3 clusters Score -130304.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -130308.070312 Penalty: 2442.132812
	Iteration 10Q: 3 clusters Score -130308.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -130310.218750 Penalty: 2442.132812
	Iteration 11Q: 3 clusters Score -130310.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -130311.578125 Penalty: 2442.132812
	Iteration 12Q: 3 clusters Score -130311.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -130313.679688 Penalty: 2442.132812
	Iteration 13Q: 3 clusters Score -130313.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -130316.914062 Penalty: 2442.132812
	Iteration 14Q: 3 clusters Score -130316.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -130318.023438 Penalty: 2442.132812
	Iteration 15Q: 3 clusters Score -130318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -130319.687500 Penalty: 2442.132812
	Iteration 16Q: 3 clusters Score -130319.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -130321.226562 Penalty: 2442.132812
	Iteration 17Q: 3 clusters Score -130321.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -130322.242188 Penalty: 2442.132812
	Iteration 18Q: 3 clusters Score -130322.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -130322.539062 Penalty: 2442.132812
	Iteration 19Q: 3 clusters Score -130322.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -130322.539062 Penalty: 2442.132812
	Iteration 20F: 3 clusters Score -130322.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Entering Unmasked Estep 
Score: -195328.031250 Penalty: 1257.433472
	Iteration 0F: 2 clusters Score -195328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -193105.468750 Penalty: 2514.866943
	Iteration 0F: 3 clusters Score -193105.5 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -193646.953125 Penalty: 2514.866943
	Iteration 1F: 3 clusters Score -193647 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -193806.609375 Penalty: 2514.866943
	Iteration 2F: 3 clusters Score -193806.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -193920.546875 Penalty: 2514.866943
	Iteration 3F: 3 clusters Score -193920.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -194001.843750 Penalty: 2514.866943
	Iteration 4Q: 3 clusters Score -194001.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -194057.296875 Penalty: 2514.866943
	Iteration 5Q: 3 clusters Score -194057.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -194095.109375 Penalty: 2514.866943
	Iteration 6Q: 3 clusters Score -194095.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -194129.343750 Penalty: 2514.866943
	Iteration 7Q: 3 clusters Score -194129.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -194151.609375 Penalty: 2514.866943
	Iteration 8Q: 3 clusters Score -194151.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -194173.343750 Penalty: 2514.866943
	Iteration 9Q: 3 clusters Score -194173.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -194192.859375 Penalty: 2514.866943
	Iteration 10Q: 3 clusters Score -194192.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -194203.750000 Penalty: 2514.866943
	Iteration 11Q: 3 clusters Score -194203.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -194214.250000 Penalty: 2514.866943
	Iteration 12Q: 3 clusters Score -194214.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -194226.140625 Penalty: 2514.866943
	Iteration 13Q: 3 clusters Score -194226.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -194240.531250 Penalty: 2514.866943
	Iteration 14Q: 3 clusters Score -194240.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -194251.406250 Penalty: 2514.866943
	Iteration 15Q: 3 clusters Score -194251.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -194258.515625 Penalty: 2514.866943
	Iteration 16Q: 3 clusters Score -194258.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -194261.421875 Penalty: 2514.866943
	Iteration 17Q: 3 clusters Score -194261.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -194264.890625 Penalty: 2514.866943
	Iteration 18Q: 3 clusters Score -194264.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -194270.687500 Penalty: 2514.866943
	Iteration 19Q: 3 clusters Score -194270.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -194274.625000 Penalty: 2514.866943
	Iteration 20F: 3 clusters Score -194274.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -194279.578125 Penalty: 2514.866943
	Iteration 21Q: 3 clusters Score -194279.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -194283.343750 Penalty: 2514.866943
	Iteration 22Q: 3 clusters Score -194283.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -194287.593750 Penalty: 2514.866943
	Iteration 23Q: 3 clusters Score -194287.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -194293.640625 Penalty: 2514.866943
	Iteration 24Q: 3 clusters Score -194293.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -194298.171875 Penalty: 2514.866943
	Iteration 25Q: 3 clusters Score -194298.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -194302.734375 Penalty: 2514.866943
	Iteration 26Q: 3 clusters Score -194302.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -194304.734375 Penalty: 2514.866943
	Iteration 27Q: 3 clusters Score -194304.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -194306.156250 Penalty: 2514.866943
	Iteration 28Q: 3 clusters Score -194306.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -194307.515625 Penalty: 2514.866943
	Iteration 29Q: 3 clusters Score -194307.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -194308.593750 Penalty: 2514.866943
	Iteration 30Q: 3 clusters Score -194308.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -194309.859375 Penalty: 2514.866943
	Iteration 31Q: 3 clusters Score -194309.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -194312.687500 Penalty: 2514.866943
	Iteration 32Q: 3 clusters Score -194312.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -194315.312500 Penalty: 2514.866943
	Iteration 33Q: 3 clusters Score -194315.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -194317.093750 Penalty: 2514.866943
	Iteration 34Q: 3 clusters Score -194317.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -194319.140625 Penalty: 2514.866943
	Iteration 35Q: 3 clusters Score -194319.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -194321.671875 Penalty: 2514.866943
	Iteration 36Q: 3 clusters Score -194321.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -194323.718750 Penalty: 2514.866943
	Iteration 37Q: 3 clusters Score -194323.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -194325.671875 Penalty: 2514.866943
	Iteration 38Q: 3 clusters Score -194325.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -194326.859375 Penalty: 2514.866943
	Iteration 39Q: 3 clusters Score -194326.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -194327.828125 Penalty: 2514.866943
	Iteration 40F: 3 clusters Score -194327.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -194329.828125 Penalty: 2514.866943
	Iteration 41Q: 3 clusters Score -194329.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -194333.828125 Penalty: 2514.866943
	Iteration 42Q: 3 clusters Score -194333.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -194337.156250 Penalty: 2514.866943
	Iteration 43Q: 3 clusters Score -194337.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -194338.046875 Penalty: 2514.866943
	Iteration 44Q: 3 clusters Score -194338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -194338.375000 Penalty: 2514.866943
	Iteration 45Q: 3 clusters Score -194338.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -194339.421875 Penalty: 2514.866943
	Iteration 46Q: 3 clusters Score -194339.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -194340.171875 Penalty: 2514.866943
	Iteration 47Q: 3 clusters Score -194340.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -194341.296875 Penalty: 2514.866943
	Iteration 48Q: 3 clusters Score -194341.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -194341.984375 Penalty: 2514.866943
	Iteration 49Q: 3 clusters Score -194342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -194342.468750 Penalty: 2514.866943
	Iteration 50Q: 3 clusters Score -194342.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -194343.015625 Penalty: 2514.866943
	Iteration 51Q: 3 clusters Score -194343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -194343.500000 Penalty: 2514.866943
	Iteration 52Q: 3 clusters Score -194343.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -194343.500000 Penalty: 2514.866943
	Iteration 53F: 3 clusters Score -194343.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Entering Unmasked Estep 
Score: -253975.093750 Penalty: 1295.413574
	Iteration 0F: 2 clusters Score -253975.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -251326.593750 Penalty: 2590.827148
	Iteration 0F: 3 clusters Score -251326.6 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -251932.593750 Penalty: 2590.827148
	Iteration 1F: 3 clusters Score -251932.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -252096.656250 Penalty: 2590.827148
	Iteration 2F: 3 clusters Score -252096.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -252198.421875 Penalty: 2590.827148
	Iteration 3Q: 3 clusters Score -252198.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -252269.312500 Penalty: 2590.827148
	Iteration 4Q: 3 clusters Score -252269.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -252339.656250 Penalty: 2590.827148
	Iteration 5Q: 3 clusters Score -252339.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -252396.625000 Penalty: 2590.827148
	Iteration 6Q: 3 clusters Score -252396.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -252440.984375 Penalty: 2590.827148
	Iteration 7Q: 3 clusters Score -252441 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -252472.812500 Penalty: 2590.827148
	Iteration 8Q: 3 clusters Score -252472.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -252501.218750 Penalty: 2590.827148
	Iteration 9Q: 3 clusters Score -252501.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -252534.062500 Penalty: 2590.827148
	Iteration 10Q: 3 clusters Score -252534.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -252572.015625 Penalty: 2590.827148
	Iteration 11Q: 3 clusters Score -252572 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -252600.046875 Penalty: 2590.827148
	Iteration 12Q: 3 clusters Score -252600 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -252627.062500 Penalty: 2590.827148
	Iteration 13Q: 3 clusters Score -252627.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -252644.500000 Penalty: 2590.827148
	Iteration 14Q: 3 clusters Score -252644.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -252664.843750 Penalty: 2590.827148
	Iteration 15Q: 3 clusters Score -252664.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -252691.812500 Penalty: 2590.827148
	Iteration 16Q: 3 clusters Score -252691.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -252743.500000 Penalty: 2590.827148
	Iteration 17Q: 3 clusters Score -252743.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -252797.328125 Penalty: 2590.827148
	Iteration 18Q: 3 clusters Score -252797.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -252859.421875 Penalty: 2590.827148
	Iteration 19Q: 3 clusters Score -252859.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -252939.031250 Penalty: 2590.827148
	Iteration 20F: 3 clusters Score -252939 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -252998.656250 Penalty: 2590.827148
	Iteration 21Q: 3 clusters Score -252998.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -253049.484375 Penalty: 2590.827148
	Iteration 22Q: 3 clusters Score -253049.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -253090.437500 Penalty: 2590.827148
	Iteration 23Q: 3 clusters Score -253090.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -253125.703125 Penalty: 2590.827148
	Iteration 24Q: 3 clusters Score -253125.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -253167.093750 Penalty: 2590.827148
	Iteration 25Q: 3 clusters Score -253167.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -253201.203125 Penalty: 2590.827148
	Iteration 26Q: 3 clusters Score -253201.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -253236.500000 Penalty: 2590.827148
	Iteration 27Q: 3 clusters Score -253236.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -253252.187500 Penalty: 2590.827148
	Iteration 28Q: 3 clusters Score -253252.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -253261.609375 Penalty: 2590.827148
	Iteration 29Q: 3 clusters Score -253261.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -253268.296875 Penalty: 2590.827148
	Iteration 30Q: 3 clusters Score -253268.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -253277.109375 Penalty: 2590.827148
	Iteration 31Q: 3 clusters Score -253277.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -253284.359375 Penalty: 2590.827148
	Iteration 32Q: 3 clusters Score -253284.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -253288.328125 Penalty: 2590.827148
	Iteration 33Q: 3 clusters Score -253288.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -253292.171875 Penalty: 2590.827148
	Iteration 34Q: 3 clusters Score -253292.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -253293.703125 Penalty: 2590.827148
	Iteration 35Q: 3 clusters Score -253293.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -253297.015625 Penalty: 2590.827148
	Iteration 36Q: 3 clusters Score -253297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -253297.156250 Penalty: 2590.827148
	Iteration 37Q: 3 clusters Score -253297.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -253298.375000 Penalty: 2590.827148
	Iteration 38Q: 3 clusters Score -253298.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -253298.312500 Penalty: 2590.827148
	Iteration 39Q: 3 clusters Score -253298.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -253299.453125 Penalty: 2590.827148
	Iteration 40F: 3 clusters Score -253299.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -253299.781250 Penalty: 2590.827148
	Iteration 41Q: 3 clusters Score -253299.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -253299.828125 Penalty: 2590.827148
	Iteration 42Q: 3 clusters Score -253299.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -253300.125000 Penalty: 2590.827148
	Iteration 43Q: 3 clusters Score -253300.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -253300.890625 Penalty: 2590.827148
	Iteration 44Q: 3 clusters Score -253300.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -253302.734375 Penalty: 2590.827148
	Iteration 45Q: 3 clusters Score -253302.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -253303.656250 Penalty: 2590.827148
	Iteration 46Q: 3 clusters Score -253303.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -253304.734375 Penalty: 2590.827148
	Iteration 47Q: 3 clusters Score -253304.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -253305.437500 Penalty: 2590.827148
	Iteration 48Q: 3 clusters Score -253305.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -253305.953125 Penalty: 2590.827148
	Iteration 49Q: 3 clusters Score -253306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -253305.953125 Penalty: 2590.827148
	Iteration 50F: 3 clusters Score -253306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Entering Unmasked Estep 
Score: -136447.656250 Penalty: 1195.187866
	Iteration 0F: 2 clusters Score -136447.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -134637.796875 Penalty: 2390.375732
	Iteration 0F: 3 clusters Score -134637.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -135017.312500 Penalty: 2390.375732
	Iteration 1F: 3 clusters Score -135017.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -135101.046875 Penalty: 2390.375732
	Iteration 2F: 3 clusters Score -135101 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -135150.390625 Penalty: 2390.375732
	Iteration 3Q: 3 clusters Score -135150.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -135176.031250 Penalty: 2390.375732
	Iteration 4Q: 3 clusters Score -135176 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -135198.359375 Penalty: 2390.375732
	Iteration 5Q: 3 clusters Score -135198.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -135210.546875 Penalty: 2390.375732
	Iteration 6Q: 3 clusters Score -135210.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -135219.453125 Penalty: 2390.375732
	Iteration 7Q: 3 clusters Score -135219.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -135227.328125 Penalty: 2390.375732
	Iteration 8Q: 3 clusters Score -135227.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -135231.234375 Penalty: 2390.375732
	Iteration 9Q: 3 clusters Score -135231.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -135233.625000 Penalty: 2390.375732
	Iteration 10Q: 3 clusters Score -135233.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -135237.625000 Penalty: 2390.375732
	Iteration 11Q: 3 clusters Score -135237.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -135241.062500 Penalty: 2390.375732
	Iteration 12Q: 3 clusters Score -135241.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -135244.312500 Penalty: 2390.375732
	Iteration 13Q: 3 clusters Score -135244.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -135245.203125 Penalty: 2390.375732
	Iteration 14Q: 3 clusters Score -135245.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -135246.015625 Penalty: 2390.375732
	Iteration 15Q: 3 clusters Score -135246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -135246.812500 Penalty: 2390.375732
	Iteration 16Q: 3 clusters Score -135246.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -135247.453125 Penalty: 2390.375732
	Iteration 17Q: 3 clusters Score -135247.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -135249.265625 Penalty: 2390.375732
	Iteration 18Q: 3 clusters Score -135249.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -135250.281250 Penalty: 2390.375732
	Iteration 19Q: 3 clusters Score -135250.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -135250.250000 Penalty: 2390.375732
	Iteration 20F: 3 clusters Score -135250.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -135250.906250 Penalty: 2390.375732
	Iteration 21Q: 3 clusters Score -135250.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -135252.968750 Penalty: 2390.375732
	Iteration 22Q: 3 clusters Score -135253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -135254.703125 Penalty: 2390.375732
	Iteration 23Q: 3 clusters Score -135254.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -135258.015625 Penalty: 2390.375732
	Iteration 24Q: 3 clusters Score -135258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -135261.203125 Penalty: 2390.375732
	Iteration 25Q: 3 clusters Score -135261.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -135262.328125 Penalty: 2390.375732
	Iteration 26Q: 3 clusters Score -135262.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -135264.203125 Penalty: 2390.375732
	Iteration 27Q: 3 clusters Score -135264.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -135264.562500 Penalty: 2390.375732
	Iteration 28Q: 3 clusters Score -135264.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -135264.562500 Penalty: 2390.375732
	Iteration 29F: 3 clusters Score -135264.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (123798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123798 members 
Entering Unmasked Estep 
Score: -11743095.000000 Penalty: 1905.541016
	Iteration 0F: 2 clusters Score -1.17431e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61857 members 
Mstep: Class 2 contains 61941 members 
Entering Unmasked Estep 
Score: -11660251.000000 Penalty: 3811.082031
	Iteration 0F: 3 clusters Score -1.166025e+07 nChanged 59490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64187 members 
Mstep: Class 2 contains 59611 members 
Entering Unmasked Estep 
Score: -11696094.000000 Penalty: 3811.082031
	Iteration 1F: 3 clusters Score -1.169609e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65775 members 
Mstep: Class 2 contains 58023 members 
Entering Unmasked Estep 
Score: -11698089.000000 Penalty: 3811.082031
	Iteration 2Q: 3 clusters Score -1.169809e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67865 members 
Mstep: Class 2 contains 55933 members 
Entering Unmasked Estep 
Score: -11700868.000000 Penalty: 3811.082031
	Iteration 3F: 3 clusters Score -1.170087e+07 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70438 members 
Mstep: Class 2 contains 53360 members 
Entering Unmasked Estep 
Score: -11704381.000000 Penalty: 3811.082031
	Iteration 4F: 3 clusters Score -1.170438e+07 nChanged 7595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73407 members 
Mstep: Class 2 contains 50391 members 
Entering Unmasked Estep 
Score: -11708279.000000 Penalty: 3811.082031
	Iteration 5F: 3 clusters Score -1.170828e+07 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76370 members 
Mstep: Class 2 contains 47428 members 
Entering Unmasked Estep 
Score: -11711886.000000 Penalty: 3811.082031
	Iteration 6F: 3 clusters Score -1.171189e+07 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78943 members 
Mstep: Class 2 contains 44855 members 
Entering Unmasked Estep 
Score: -11715069.000000 Penalty: 3811.082031
	Iteration 7F: 3 clusters Score -1.171507e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81138 members 
Mstep: Class 2 contains 42660 members 
Entering Unmasked Estep 
Score: -11717738.000000 Penalty: 3811.082031
	Iteration 8Q: 3 clusters Score -1.171774e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82745 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -11720549.000000 Penalty: 3811.082031
	Iteration 9Q: 3 clusters Score -1.172055e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83869 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -11723907.000000 Penalty: 3811.082031
	Iteration 10Q: 3 clusters Score -1.172391e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84859 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -11729168.000000 Penalty: 3811.082031
	Iteration 11Q: 3 clusters Score -1.172917e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85998 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -11735345.000000 Penalty: 3811.082031
	Iteration 12Q: 3 clusters Score -1.173534e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87192 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -11738369.000000 Penalty: 3811.082031
	Iteration 13Q: 3 clusters Score -1.173837e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88421 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -11739279.000000 Penalty: 3811.082031
	Iteration 14Q: 3 clusters Score -1.173928e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89452 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -11739621.000000 Penalty: 3811.082031
	Iteration 15Q: 3 clusters Score -1.173962e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90302 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -11739802.000000 Penalty: 3811.082031
	Iteration 16Q: 3 clusters Score -1.17398e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91013 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -11739951.000000 Penalty: 3811.082031
	Iteration 17Q: 3 clusters Score -1.173995e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91604 members 
Mstep: Class 2 contains 32194 members 
Entering Unmasked Estep 
Score: -11740008.000000 Penalty: 3811.082031
	Iteration 18Q: 3 clusters Score -1.174001e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92105 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -11740023.000000 Penalty: 3811.082031
	Iteration 19Q: 3 clusters Score -1.174002e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92533 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -11740102.000000 Penalty: 3811.082031
	Iteration 20F: 3 clusters Score -1.17401e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92868 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -11740096.000000 Penalty: 3811.082031
	Iteration 21Q: 3 clusters Score -1.17401e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93170 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -11740115.000000 Penalty: 3811.082031
	Iteration 22Q: 3 clusters Score -1.174012e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93444 members 
Mstep: Class 2 contains 30354 members 
Entering Unmasked Estep 
Score: -11740146.000000 Penalty: 3811.082031
	Iteration 23Q: 3 clusters Score -1.174015e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93712 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -11740174.000000 Penalty: 3811.082031
	Iteration 24Q: 3 clusters Score -1.174017e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93936 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -11740186.000000 Penalty: 3811.082031
	Iteration 25Q: 3 clusters Score -1.174019e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94139 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -11740208.000000 Penalty: 3811.082031
	Iteration 26Q: 3 clusters Score -1.174021e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94323 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -11740199.000000 Penalty: 3811.082031
	Iteration 27Q: 3 clusters Score -1.17402e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94511 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -11740192.000000 Penalty: 3811.082031
	Iteration 28Q: 3 clusters Score -1.174019e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94684 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -11740182.000000 Penalty: 3811.082031
	Iteration 29Q: 3 clusters Score -1.174018e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94849 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -11740192.000000 Penalty: 3811.082031
	Iteration 30Q: 3 clusters Score -1.174019e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94974 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -11740188.000000 Penalty: 3811.082031
	Iteration 31Q: 3 clusters Score -1.174019e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95098 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -11740184.000000 Penalty: 3811.082031
	Iteration 32Q: 3 clusters Score -1.174018e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95208 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -11740177.000000 Penalty: 3811.082031
	Iteration 33Q: 3 clusters Score -1.174018e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95313 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -11740172.000000 Penalty: 3811.082031
	Iteration 34Q: 3 clusters Score -1.174017e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95433 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -11740176.000000 Penalty: 3811.082031
	Iteration 35Q: 3 clusters Score -1.174018e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95535 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -11740206.000000 Penalty: 3811.082031
	Iteration 36Q: 3 clusters Score -1.174021e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95629 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -11740207.000000 Penalty: 3811.082031
	Iteration 37Q: 3 clusters Score -1.174021e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95715 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -11740200.000000 Penalty: 3811.082031
	Iteration 38Q: 3 clusters Score -1.17402e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95788 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -11740183.000000 Penalty: 3811.082031
	Iteration 39Q: 3 clusters Score -1.174018e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95850 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -11740188.000000 Penalty: 3811.082031
	Iteration 40F: 3 clusters Score -1.174019e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95919 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -11740175.000000 Penalty: 3811.082031
	Iteration 41Q: 3 clusters Score -1.174018e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95980 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -11740177.000000 Penalty: 3811.082031
	Iteration 42Q: 3 clusters Score -1.174018e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96039 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -11740182.000000 Penalty: 3811.082031
	Iteration 43Q: 3 clusters Score -1.174018e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96089 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -11740188.000000 Penalty: 3811.082031
	Iteration 44Q: 3 clusters Score -1.174019e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96126 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -11740188.000000 Penalty: 3811.082031
	Iteration 45Q: 3 clusters Score -1.174019e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96163 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -11740189.000000 Penalty: 3811.082031
	Iteration 46Q: 3 clusters Score -1.174019e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96199 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -11740194.000000 Penalty: 3811.082031
	Iteration 47Q: 3 clusters Score -1.174019e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96239 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -11740199.000000 Penalty: 3811.082031
	Iteration 48Q: 3 clusters Score -1.17402e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96269 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -11740210.000000 Penalty: 3811.082031
	Iteration 49Q: 3 clusters Score -1.174021e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96294 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -11740189.000000 Penalty: 3811.082031
	Iteration 50Q: 3 clusters Score -1.174019e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96319 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -11740201.000000 Penalty: 3811.082031
	Iteration 51Q: 3 clusters Score -1.17402e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96341 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -11740203.000000 Penalty: 3811.082031
	Iteration 52Q: 3 clusters Score -1.17402e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96357 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -11740195.000000 Penalty: 3811.082031
	Iteration 53Q: 3 clusters Score -1.17402e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96368 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -11740195.000000 Penalty: 3811.082031
	Iteration 54Q: 3 clusters Score -1.17402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96374 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -11740192.000000 Penalty: 3811.082031
	Iteration 55Q: 3 clusters Score -1.174019e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96383 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -11740192.000000 Penalty: 3811.082031
	Iteration 56Q: 3 clusters Score -1.174019e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96393 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -11740192.000000 Penalty: 3811.082031
	Iteration 57Q: 3 clusters Score -1.174019e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96401 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -11740190.000000 Penalty: 3811.082031
	Iteration 58Q: 3 clusters Score -1.174019e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96411 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -11740182.000000 Penalty: 3811.082031
	Iteration 59Q: 3 clusters Score -1.174018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96419 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -11740189.000000 Penalty: 3811.082031
	Iteration 60F: 3 clusters Score -1.174019e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96430 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -11740186.000000 Penalty: 3811.082031
	Iteration 61Q: 3 clusters Score -1.174019e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96441 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -11740205.000000 Penalty: 3811.082031
	Iteration 62Q: 3 clusters Score -1.17402e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96448 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -11740199.000000 Penalty: 3811.082031
	Iteration 63Q: 3 clusters Score -1.17402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96457 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -11740198.000000 Penalty: 3811.082031
	Iteration 64Q: 3 clusters Score -1.17402e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96464 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -11740187.000000 Penalty: 3811.082031
	Iteration 65Q: 3 clusters Score -1.174019e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96472 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -11740188.000000 Penalty: 3811.082031
	Iteration 66Q: 3 clusters Score -1.174019e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96478 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -11740195.000000 Penalty: 3811.082031
	Iteration 67Q: 3 clusters Score -1.17402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96484 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -11740201.000000 Penalty: 3811.082031
	Iteration 68Q: 3 clusters Score -1.17402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96488 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -11740200.000000 Penalty: 3811.082031
	Iteration 69Q: 3 clusters Score -1.17402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96492 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -11740208.000000 Penalty: 3811.082031
	Iteration 70Q: 3 clusters Score -1.174021e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96500 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -11740196.000000 Penalty: 3811.082031
	Iteration 71Q: 3 clusters Score -1.17402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96506 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -11740199.000000 Penalty: 3811.082031
	Iteration 72Q: 3 clusters Score -1.17402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96510 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -11740205.000000 Penalty: 3811.082031
	Iteration 73Q: 3 clusters Score -1.17402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96512 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -11740204.000000 Penalty: 3811.082031
	Iteration 74Q: 3 clusters Score -1.17402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96515 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -11740196.000000 Penalty: 3811.082031
	Iteration 75Q: 3 clusters Score -1.17402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96516 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -11740198.000000 Penalty: 3811.082031
	Iteration 76Q: 3 clusters Score -1.17402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96516 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -11740198.000000 Penalty: 3811.082031
	Iteration 77F: 3 clusters Score -1.17402e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -1404765.250000 Penalty: 1570.836914
	Iteration 0F: 2 clusters Score -1404765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1393874.875000 Penalty: 3141.673828
	Iteration 0F: 3 clusters Score -1393875 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1397802.625000 Penalty: 3141.673828
	Iteration 1F: 3 clusters Score -1397803 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1398310.750000 Penalty: 3141.673828
	Iteration 2F: 3 clusters Score -1398311 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1398870.000000 Penalty: 3141.673828
	Iteration 3F: 3 clusters Score -1398870 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1399456.625000 Penalty: 3141.673828
	Iteration 4F: 3 clusters Score -1399457 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1399994.625000 Penalty: 3141.673828
	Iteration 5F: 3 clusters Score -1399995 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1400449.250000 Penalty: 3141.673828
	Iteration 6F: 3 clusters Score -1400449 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1400870.250000 Penalty: 3141.673828
	Iteration 7Q: 3 clusters Score -1400870 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1401231.625000 Penalty: 3141.673828
	Iteration 8Q: 3 clusters Score -1401232 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1401580.250000 Penalty: 3141.673828
	Iteration 9Q: 3 clusters Score -1401580 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1401918.750000 Penalty: 3141.673828
	Iteration 10Q: 3 clusters Score -1401919 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1402290.875000 Penalty: 3141.673828
	Iteration 11Q: 3 clusters Score -1402291 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1402652.875000 Penalty: 3141.673828
	Iteration 12Q: 3 clusters Score -1402653 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1402946.500000 Penalty: 3141.673828
	Iteration 13Q: 3 clusters Score -1402946 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1403183.500000 Penalty: 3141.673828
	Iteration 14Q: 3 clusters Score -1403184 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1403355.125000 Penalty: 3141.673828
	Iteration 15Q: 3 clusters Score -1403355 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1403490.375000 Penalty: 3141.673828
	Iteration 16Q: 3 clusters Score -1403490 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1403604.125000 Penalty: 3141.673828
	Iteration 17Q: 3 clusters Score -1403604 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1403703.750000 Penalty: 3141.673828
	Iteration 18Q: 3 clusters Score -1403704 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1403784.875000 Penalty: 3141.673828
	Iteration 19Q: 3 clusters Score -1403785 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1403891.625000 Penalty: 3141.673828
	Iteration 20F: 3 clusters Score -1403892 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1403994.125000 Penalty: 3141.673828
	Iteration 21Q: 3 clusters Score -1403994 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1404079.625000 Penalty: 3141.673828
	Iteration 22Q: 3 clusters Score -1404080 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1404165.875000 Penalty: 3141.673828
	Iteration 23Q: 3 clusters Score -1404166 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1404242.250000 Penalty: 3141.673828
	Iteration 24Q: 3 clusters Score -1404242 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1404295.000000 Penalty: 3141.673828
	Iteration 25Q: 3 clusters Score -1404295 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1404328.500000 Penalty: 3141.673828
	Iteration 26Q: 3 clusters Score -1404328 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1404349.125000 Penalty: 3141.673828
	Iteration 27Q: 3 clusters Score -1404349 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1404366.000000 Penalty: 3141.673828
	Iteration 28Q: 3 clusters Score -1404366 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1404372.500000 Penalty: 3141.673828
	Iteration 29Q: 3 clusters Score -1404372 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1404375.625000 Penalty: 3141.673828
	Iteration 30Q: 3 clusters Score -1404376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1404379.125000 Penalty: 3141.673828
	Iteration 31Q: 3 clusters Score -1404379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1404381.375000 Penalty: 3141.673828
	Iteration 32Q: 3 clusters Score -1404381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1404385.250000 Penalty: 3141.673828
	Iteration 33Q: 3 clusters Score -1404385 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1404394.875000 Penalty: 3141.673828
	Iteration 34Q: 3 clusters Score -1404395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1404396.625000 Penalty: 3141.673828
	Iteration 35Q: 3 clusters Score -1404397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1404393.875000 Penalty: 3141.673828
	Iteration 36Q: 3 clusters Score -1404394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1404395.375000 Penalty: 3141.673828
	Iteration 37Q: 3 clusters Score -1404395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1404394.000000 Penalty: 3141.673828
	Iteration 38Q: 3 clusters Score -1404394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1404394.375000 Penalty: 3141.673828
	Iteration 39Q: 3 clusters Score -1404394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1404395.750000 Penalty: 3141.673828
	Iteration 40F: 3 clusters Score -1404396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1404396.000000 Penalty: 3141.673828
	Iteration 41Q: 3 clusters Score -1404396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1404397.625000 Penalty: 3141.673828
	Iteration 42Q: 3 clusters Score -1404398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1404398.750000 Penalty: 3141.673828
	Iteration 43Q: 3 clusters Score -1404399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1404398.375000 Penalty: 3141.673828
	Iteration 44Q: 3 clusters Score -1404398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1404398.750000 Penalty: 3141.673828
	Iteration 45Q: 3 clusters Score -1404399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1404398.750000 Penalty: 3141.673828
	Iteration 46F: 3 clusters Score -1404399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Entering Unmasked Estep 
Score: -89230.554688 Penalty: 1161.606201
	Iteration 0F: 2 clusters Score -89230.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -87710.210938 Penalty: 2323.212402
	Iteration 0F: 3 clusters Score -87710.21 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -88091.281250 Penalty: 2323.212402
	Iteration 1F: 3 clusters Score -88091.28 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -88203.382812 Penalty: 2323.212402
	Iteration 2F: 3 clusters Score -88203.38 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -88262.039062 Penalty: 2323.212402
	Iteration 3Q: 3 clusters Score -88262.04 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -88313.054688 Penalty: 2323.212402
	Iteration 4Q: 3 clusters Score -88313.05 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -88363.796875 Penalty: 2323.212402
	Iteration 5Q: 3 clusters Score -88363.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -88423.117188 Penalty: 2323.212402
	Iteration 6Q: 3 clusters Score -88423.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -88477.664062 Penalty: 2323.212402
	Iteration 7Q: 3 clusters Score -88477.66 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -88543.984375 Penalty: 2323.212402
	Iteration 8Q: 3 clusters Score -88543.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -88587.992188 Penalty: 2323.212402
	Iteration 9Q: 3 clusters Score -88587.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -88619.148438 Penalty: 2323.212402
	Iteration 10Q: 3 clusters Score -88619.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -88635.750000 Penalty: 2323.212402
	Iteration 11Q: 3 clusters Score -88635.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -88639.000000 Penalty: 2323.212402
	Iteration 12Q: 3 clusters Score -88639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -88643.750000 Penalty: 2323.212402
	Iteration 13Q: 3 clusters Score -88643.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -88646.687500 Penalty: 2323.212402
	Iteration 14Q: 3 clusters Score -88646.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -88650.562500 Penalty: 2323.212402
	Iteration 15F: 3 clusters Score -88650.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -88651.484375 Penalty: 2323.212402
	Iteration 16Q: 3 clusters Score -88651.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -88651.890625 Penalty: 2323.212402
	Iteration 17Q: 3 clusters Score -88651.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -88659.781250 Penalty: 2323.212402
	Iteration 18Q: 3 clusters Score -88659.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -88664.664062 Penalty: 2323.212402
	Iteration 19Q: 3 clusters Score -88664.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -88666.085938 Penalty: 2323.212402
	Iteration 20F: 3 clusters Score -88666.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -88668.609375 Penalty: 2323.212402
	Iteration 21Q: 3 clusters Score -88668.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -88669.546875 Penalty: 2323.212402
	Iteration 22Q: 3 clusters Score -88669.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -88669.546875 Penalty: 2323.212402
	Iteration 23F: 3 clusters Score -88669.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Entering Unmasked Estep 
Score: -708592.500000 Penalty: 1460.663086
	Iteration 0F: 2 clusters Score -708592.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -702651.375000 Penalty: 2921.326172
	Iteration 0F: 3 clusters Score -702651.4 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -704830.312500 Penalty: 2921.326172
	Iteration 1F: 3 clusters Score -704830.3 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -705318.875000 Penalty: 2921.326172
	Iteration 2F: 3 clusters Score -705318.9 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -705777.375000 Penalty: 2921.326172
	Iteration 3F: 3 clusters Score -705777.4 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -706224.687500 Penalty: 2921.326172
	Iteration 4F: 3 clusters Score -706224.7 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -706672.437500 Penalty: 2921.326172
	Iteration 5F: 3 clusters Score -706672.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -707073.062500 Penalty: 2921.326172
	Iteration 6F: 3 clusters Score -707073.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -707423.187500 Penalty: 2921.326172
	Iteration 7Q: 3 clusters Score -707423.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -707729.187500 Penalty: 2921.326172
	Iteration 8Q: 3 clusters Score -707729.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -708009.125000 Penalty: 2921.326172
	Iteration 9Q: 3 clusters Score -708009.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -708291.250000 Penalty: 2921.326172
	Iteration 10Q: 3 clusters Score -708291.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -708473.625000 Penalty: 2921.326172
	Iteration 11Q: 3 clusters Score -708473.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -708546.250000 Penalty: 2921.326172
	Iteration 12Q: 3 clusters Score -708546.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -708600.250000 Penalty: 2921.326172
	Iteration 13Q: 3 clusters Score -708600.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -708639.937500 Penalty: 2921.326172
	Iteration 14Q: 3 clusters Score -708639.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -708661.437500 Penalty: 2921.326172
	Iteration 15Q: 3 clusters Score -708661.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -708680.750000 Penalty: 2921.326172
	Iteration 16Q: 3 clusters Score -708680.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -708695.875000 Penalty: 2921.326172
	Iteration 17Q: 3 clusters Score -708695.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -708706.562500 Penalty: 2921.326172
	Iteration 18Q: 3 clusters Score -708706.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -708715.312500 Penalty: 2921.326172
	Iteration 19Q: 3 clusters Score -708715.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -708720.000000 Penalty: 2921.326172
	Iteration 20F: 3 clusters Score -708720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -708726.562500 Penalty: 2921.326172
	Iteration 21Q: 3 clusters Score -708726.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -708731.000000 Penalty: 2921.326172
	Iteration 22Q: 3 clusters Score -708731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -708738.812500 Penalty: 2921.326172
	Iteration 23Q: 3 clusters Score -708738.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -708741.875000 Penalty: 2921.326172
	Iteration 24Q: 3 clusters Score -708741.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -708746.312500 Penalty: 2921.326172
	Iteration 25Q: 3 clusters Score -708746.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -708750.625000 Penalty: 2921.326172
	Iteration 26Q: 3 clusters Score -708750.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -708753.437500 Penalty: 2921.326172
	Iteration 27Q: 3 clusters Score -708753.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -708758.062500 Penalty: 2921.326172
	Iteration 28Q: 3 clusters Score -708758.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -708762.500000 Penalty: 2921.326172
	Iteration 29Q: 3 clusters Score -708762.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -708765.625000 Penalty: 2921.326172
	Iteration 30Q: 3 clusters Score -708765.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -708769.500000 Penalty: 2921.326172
	Iteration 31Q: 3 clusters Score -708769.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -708771.437500 Penalty: 2921.326172
	Iteration 32Q: 3 clusters Score -708771.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -708773.250000 Penalty: 2921.326172
	Iteration 33Q: 3 clusters Score -708773.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -708776.687500 Penalty: 2921.326172
	Iteration 34Q: 3 clusters Score -708776.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -708778.687500 Penalty: 2921.326172
	Iteration 35Q: 3 clusters Score -708778.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -708780.437500 Penalty: 2921.326172
	Iteration 36Q: 3 clusters Score -708780.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -708781.187500 Penalty: 2921.326172
	Iteration 37Q: 3 clusters Score -708781.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -708783.312500 Penalty: 2921.326172
	Iteration 38Q: 3 clusters Score -708783.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -708783.437500 Penalty: 2921.326172
	Iteration 39Q: 3 clusters Score -708783.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -708783.125000 Penalty: 2921.326172
	Iteration 40F: 3 clusters Score -708783.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -708784.062500 Penalty: 2921.326172
	Iteration 41Q: 3 clusters Score -708784.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -708783.250000 Penalty: 2921.326172
	Iteration 42Q: 3 clusters Score -708783.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -708785.437500 Penalty: 2921.326172
	Iteration 43Q: 3 clusters Score -708785.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -708785.437500 Penalty: 2921.326172
	Iteration 44Q: 3 clusters Score -708785.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -708785.437500 Penalty: 2921.326172
	Iteration 45F: 3 clusters Score -708785.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 20997 members 
Mstep: Class 3 contains 6332 members 
Mstep: Class 4 contains 18430 members 
Mstep: Class 5 contains 21906 members 
Mstep: Class 6 contains 51331 members 
Mstep: Class 7 contains 5367 members 
Mstep: Class 8 contains 63927 members 
Mstep: Class 9 contains 10080 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 12914 members 
Mstep: Class 13 contains 120820 members 
Mstep: Class 14 contains 53971 members 
Mstep: Class 15 contains 127926 members 
Mstep: Class 16 contains 42011 members 
Mstep: Class 17 contains 1423 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 1666 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1203 members 
Mstep: Class 23 contains 3381 members 
Mstep: Class 24 contains 1834 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2898 members 
Mstep: Class 27 contains 1564 members 
Mstep: Class 28 contains 123798 members 
Mstep: Class 29 contains 15783 members 
Mstep: Class 30 contains 1272 members 
Mstep: Class 31 contains 6954 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3213 members 
Mstep: Class 34 contains 1155 members 
Mstep: Class 35 contains 5685 members 
Mstep: Class 36 contains 3703 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 704 members 
Mstep: Class 40 contains 2611 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 108950 members 
Mstep: Class 43 contains 5022 members 
Mstep: Class 44 contains 2928 members 
Mstep: Class 45 contains 5696 members 
Mstep: Class 46 contains 1058 members 
Entering Unmasked Estep 
Score: -84449520.000000 Penalty: 102952.773438
Splitting cluster 31 changes total score from -84450160.000000 to -84449520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (1583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Entering Unmasked Estep 
Score: -132716.765625 Penalty: 1197.150024
	Iteration 0F: 2 clusters Score -132716.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -130880.875000 Penalty: 2394.300049
	Iteration 0F: 3 clusters Score -130880.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -131332.640625 Penalty: 2394.300049
	Iteration 1F: 3 clusters Score -131332.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -131567.093750 Penalty: 2394.300049
	Iteration 2F: 3 clusters Score -131567.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -131755.921875 Penalty: 2394.300049
	Iteration 3F: 3 clusters Score -131755.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -131866.953125 Penalty: 2394.300049
	Iteration 4F: 3 clusters Score -131867 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -131939.015625 Penalty: 2394.300049
	Iteration 5Q: 3 clusters Score -131939 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -131991.015625 Penalty: 2394.300049
	Iteration 6Q: 3 clusters Score -131991 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -132018.734375 Penalty: 2394.300049
	Iteration 7Q: 3 clusters Score -132018.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -132033.750000 Penalty: 2394.300049
	Iteration 8Q: 3 clusters Score -132033.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -132043.796875 Penalty: 2394.300049
	Iteration 9Q: 3 clusters Score -132043.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -132052.515625 Penalty: 2394.300049
	Iteration 10Q: 3 clusters Score -132052.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -132057.062500 Penalty: 2394.300049
	Iteration 11Q: 3 clusters Score -132057.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -132061.859375 Penalty: 2394.300049
	Iteration 12Q: 3 clusters Score -132061.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -132070.625000 Penalty: 2394.300049
	Iteration 13Q: 3 clusters Score -132070.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -132081.500000 Penalty: 2394.300049
	Iteration 14Q: 3 clusters Score -132081.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -132084.546875 Penalty: 2394.300049
	Iteration 15Q: 3 clusters Score -132084.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -132086.453125 Penalty: 2394.300049
	Iteration 16Q: 3 clusters Score -132086.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -132087.359375 Penalty: 2394.300049
	Iteration 17Q: 3 clusters Score -132087.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -132090.265625 Penalty: 2394.300049
	Iteration 18Q: 3 clusters Score -132090.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -132095.250000 Penalty: 2394.300049
	Iteration 19Q: 3 clusters Score -132095.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -132100.453125 Penalty: 2394.300049
	Iteration 20F: 3 clusters Score -132100.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -132108.437500 Penalty: 2394.300049
	Iteration 21Q: 3 clusters Score -132108.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -132118.968750 Penalty: 2394.300049
	Iteration 22Q: 3 clusters Score -132119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -132127.625000 Penalty: 2394.300049
	Iteration 23Q: 3 clusters Score -132127.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -132133.937500 Penalty: 2394.300049
	Iteration 24Q: 3 clusters Score -132133.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -132143.687500 Penalty: 2394.300049
	Iteration 25Q: 3 clusters Score -132143.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -132157.125000 Penalty: 2394.300049
	Iteration 26Q: 3 clusters Score -132157.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -132159.562500 Penalty: 2394.300049
	Iteration 27Q: 3 clusters Score -132159.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -132160.625000 Penalty: 2394.300049
	Iteration 28Q: 3 clusters Score -132160.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -132162.906250 Penalty: 2394.300049
	Iteration 29Q: 3 clusters Score -132162.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -132163.890625 Penalty: 2394.300049
	Iteration 30Q: 3 clusters Score -132163.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -132163.890625 Penalty: 2394.300049
	Iteration 31F: 3 clusters Score -132163.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Entering Unmasked Estep 
Score: -278335.718750 Penalty: 1312.181152
	Iteration 0F: 2 clusters Score -278335.7 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 1596 members 
Entering Unmasked Estep 
Score: -275523.500000 Penalty: 2624.362305
	Iteration 0F: 3 clusters Score -275523.5 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -276450.375000 Penalty: 2624.362305
	Iteration 1F: 3 clusters Score -276450.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -276783.406250 Penalty: 2624.362305
	Iteration 2F: 3 clusters Score -276783.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -277040.531250 Penalty: 2624.362305
	Iteration 3F: 3 clusters Score -277040.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -277264.437500 Penalty: 2624.362305
	Iteration 4F: 3 clusters Score -277264.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -277582.281250 Penalty: 2624.362305
	Iteration 5F: 3 clusters Score -277582.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -277910.250000 Penalty: 2624.362305
	Iteration 6F: 3 clusters Score -277910.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -278086.031250 Penalty: 2624.362305
	Iteration 7F: 3 clusters Score -278086 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -278204.187500 Penalty: 2624.362305
	Iteration 8Q: 3 clusters Score -278204.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -278292.875000 Penalty: 2624.362305
	Iteration 9Q: 3 clusters Score -278292.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -278367.781250 Penalty: 2624.362305
	Iteration 10Q: 3 clusters Score -278367.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -278432.875000 Penalty: 2624.362305
	Iteration 11Q: 3 clusters Score -278432.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -278481.093750 Penalty: 2624.362305
	Iteration 12Q: 3 clusters Score -278481.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -278510.062500 Penalty: 2624.362305
	Iteration 13Q: 3 clusters Score -278510.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -278536.812500 Penalty: 2624.362305
	Iteration 14Q: 3 clusters Score -278536.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -278562.187500 Penalty: 2624.362305
	Iteration 15Q: 3 clusters Score -278562.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -278580.125000 Penalty: 2624.362305
	Iteration 16Q: 3 clusters Score -278580.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -278593.250000 Penalty: 2624.362305
	Iteration 17Q: 3 clusters Score -278593.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -278608.906250 Penalty: 2624.362305
	Iteration 18Q: 3 clusters Score -278608.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -278620.187500 Penalty: 2624.362305
	Iteration 19Q: 3 clusters Score -278620.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -278625.781250 Penalty: 2624.362305
	Iteration 20F: 3 clusters Score -278625.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -278627.437500 Penalty: 2624.362305
	Iteration 21Q: 3 clusters Score -278627.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -278628.656250 Penalty: 2624.362305
	Iteration 22Q: 3 clusters Score -278628.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -278629.250000 Penalty: 2624.362305
	Iteration 23Q: 3 clusters Score -278629.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -278629.812500 Penalty: 2624.362305
	Iteration 24Q: 3 clusters Score -278629.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -278629.937500 Penalty: 2624.362305
	Iteration 25Q: 3 clusters Score -278629.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -278632.000000 Penalty: 2624.362305
	Iteration 26Q: 3 clusters Score -278632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -278632.625000 Penalty: 2624.362305
	Iteration 27Q: 3 clusters Score -278632.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -278633.125000 Penalty: 2624.362305
	Iteration 28Q: 3 clusters Score -278633.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -278633.125000 Penalty: 2624.362305
	Iteration 29F: 3 clusters Score -278633.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 20997 members 
Mstep: Class 3 contains 6332 members 
Mstep: Class 4 contains 18430 members 
Mstep: Class 5 contains 21906 members 
Mstep: Class 6 contains 51331 members 
Mstep: Class 7 contains 5367 members 
Mstep: Class 8 contains 63927 members 
Mstep: Class 9 contains 10080 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 12914 members 
Mstep: Class 13 contains 120820 members 
Mstep: Class 14 contains 53971 members 
Mstep: Class 15 contains 127926 members 
Mstep: Class 16 contains 42011 members 
Mstep: Class 17 contains 1423 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 1666 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1203 members 
Mstep: Class 23 contains 3381 members 
Mstep: Class 24 contains 1834 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2898 members 
Mstep: Class 27 contains 1564 members 
Mstep: Class 28 contains 123798 members 
Mstep: Class 29 contains 15783 members 
Mstep: Class 30 contains 1272 members 
Mstep: Class 31 contains 8012 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 898 members 
Mstep: Class 34 contains 1155 members 
Mstep: Class 35 contains 5685 members 
Mstep: Class 36 contains 3703 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 704 members 
Mstep: Class 40 contains 2611 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 108950 members 
Mstep: Class 43 contains 5022 members 
Mstep: Class 44 contains 2928 members 
Mstep: Class 45 contains 5696 members 
Mstep: Class 46 contains 2315 members 
Entering Unmasked Estep 
Score: -84449504.000000 Penalty: 102952.773438
Splitting cluster 33 changes total score from -84450160.000000 to -84449504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (1155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Entering Unmasked Estep 
Score: -98524.156250 Penalty: 1145.926514
	Iteration 0F: 2 clusters Score -98524.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -96999.843750 Penalty: 2291.853027
	Iteration 0F: 3 clusters Score -96999.84 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -97319.289062 Penalty: 2291.853027
	Iteration 1F: 3 clusters Score -97319.29 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -97433.398438 Penalty: 2291.853027
	Iteration 2F: 3 clusters Score -97433.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -97527.093750 Penalty: 2291.853027
	Iteration 3Q: 3 clusters Score -97527.09 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -97644.312500 Penalty: 2291.853027
	Iteration 4F: 3 clusters Score -97644.31 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -97767.585938 Penalty: 2291.853027
	Iteration 5F: 3 clusters Score -97767.59 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -97943.992188 Penalty: 2291.853027
	Iteration 6Q: 3 clusters Score -97943.99 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -98190.179688 Penalty: 2291.853027
	Iteration 7F: 3 clusters Score -98190.18 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -98397.968750 Penalty: 2291.853027
	Iteration 8Q: 3 clusters Score -98397.97 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -98592.007812 Penalty: 2291.853027
	Iteration 9Q: 3 clusters Score -98592.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -98642.781250 Penalty: 2291.853027
	Iteration 10Q: 3 clusters Score -98642.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -98655.304688 Penalty: 2291.853027
	Iteration 11Q: 3 clusters Score -98655.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -98664.093750 Penalty: 2291.853027
	Iteration 12Q: 3 clusters Score -98664.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -98667.179688 Penalty: 2291.853027
	Iteration 13Q: 3 clusters Score -98667.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -98669.515625 Penalty: 2291.853027
	Iteration 14Q: 3 clusters Score -98669.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -98670.515625 Penalty: 2291.853027
	Iteration 15Q: 3 clusters Score -98670.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -98670.515625 Penalty: 2291.853027
	Iteration 16F: 3 clusters Score -98670.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 20997 members 
Mstep: Class 3 contains 6332 members 
Mstep: Class 4 contains 18430 members 
Mstep: Class 5 contains 21906 members 
Mstep: Class 6 contains 51331 members 
Mstep: Class 7 contains 5367 members 
Mstep: Class 8 contains 63927 members 
Mstep: Class 9 contains 10080 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 12914 members 
Mstep: Class 13 contains 120820 members 
Mstep: Class 14 contains 53971 members 
Mstep: Class 15 contains 127926 members 
Mstep: Class 16 contains 42011 members 
Mstep: Class 17 contains 1423 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 1666 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1203 members 
Mstep: Class 23 contains 3381 members 
Mstep: Class 24 contains 1834 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 2898 members 
Mstep: Class 27 contains 1564 members 
Mstep: Class 28 contains 123798 members 
Mstep: Class 29 contains 15783 members 
Mstep: Class 30 contains 1272 members 
Mstep: Class 31 contains 8012 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 3213 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 5685 members 
Mstep: Class 36 contains 3703 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 704 members 
Mstep: Class 40 contains 2611 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 108950 members 
Mstep: Class 43 contains 5022 members 
Mstep: Class 44 contains 2928 members 
Mstep: Class 45 contains 5696 members 
Mstep: Class 46 contains 491 members 
Entering Unmasked Estep 
Score: -84449192.000000 Penalty: 102952.773438
Splitting cluster 34 changes total score from -84450160.000000 to -84449192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (5685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Entering Unmasked Estep 
Score: -507421.218750 Penalty: 1404.907715
	Iteration 0F: 2 clusters Score -507421.2 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 2743 members 
Entering Unmasked Estep 
Score: -503025.750000 Penalty: 2809.815430
	Iteration 0F: 3 clusters Score -503025.8 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -504278.812500 Penalty: 2809.815430
	Iteration 1F: 3 clusters Score -504278.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -504545.250000 Penalty: 2809.815430
	Iteration 2F: 3 clusters Score -504545.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -504792.562500 Penalty: 2809.815430
	Iteration 3F: 3 clusters Score -504792.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -505071.125000 Penalty: 2809.815430
	Iteration 4F: 3 clusters Score -505071.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -505385.750000 Penalty: 2809.815430
	Iteration 5F: 3 clusters Score -505385.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -505687.562500 Penalty: 2809.815430
	Iteration 6F: 3 clusters Score -505687.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -505915.281250 Penalty: 2809.815430
	Iteration 7Q: 3 clusters Score -505915.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -506069.375000 Penalty: 2809.815430
	Iteration 8Q: 3 clusters Score -506069.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -506163.375000 Penalty: 2809.815430
	Iteration 9Q: 3 clusters Score -506163.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -506216.687500 Penalty: 2809.815430
	Iteration 10Q: 3 clusters Score -506216.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -506247.343750 Penalty: 2809.815430
	Iteration 11Q: 3 clusters Score -506247.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -506275.000000 Penalty: 2809.815430
	Iteration 12Q: 3 clusters Score -506275 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -506296.406250 Penalty: 2809.815430
	Iteration 13Q: 3 clusters Score -506296.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -506317.093750 Penalty: 2809.815430
	Iteration 14Q: 3 clusters Score -506317.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -506332.281250 Penalty: 2809.815430
	Iteration 15Q: 3 clusters Score -506332.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -506347.000000 Penalty: 2809.815430
	Iteration 16Q: 3 clusters Score -506347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -506351.593750 Penalty: 2809.815430
	Iteration 17Q: 3 clusters Score -506351.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -506357.062500 Penalty: 2809.815430
	Iteration 18Q: 3 clusters Score -506357.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -506360.437500 Penalty: 2809.815430
	Iteration 19Q: 3 clusters Score -506360.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -506364.156250 Penalty: 2809.815430
	Iteration 20F: 3 clusters Score -506364.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -506364.812500 Penalty: 2809.815430
	Iteration 21Q: 3 clusters Score -506364.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -506366.968750 Penalty: 2809.815430
	Iteration 22Q: 3 clusters Score -506367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -506368.656250 Penalty: 2809.815430
	Iteration 23Q: 3 clusters Score -506368.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -506368.843750 Penalty: 2809.815430
	Iteration 24Q: 3 clusters Score -506368.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -506371.000000 Penalty: 2809.815430
	Iteration 25Q: 3 clusters Score -506371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -506371.406250 Penalty: 2809.815430
	Iteration 26Q: 3 clusters Score -506371.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -506374.750000 Penalty: 2809.815430
	Iteration 27Q: 3 clusters Score -506374.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -506375.187500 Penalty: 2809.815430
	Iteration 28Q: 3 clusters Score -506375.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -506375.500000 Penalty: 2809.815430
	Iteration 29Q: 3 clusters Score -506375.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -506375.500000 Penalty: 2809.815430
	Iteration 30F: 3 clusters Score -506375.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Entering Unmasked Estep 
Score: -290552.906250 Penalty: 1335.246094
	Iteration 0F: 2 clusters Score -290552.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -287398.656250 Penalty: 2670.492188
	Iteration 0F: 3 clusters Score -287398.7 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -288286.218750 Penalty: 2670.492188
	Iteration 1F: 3 clusters Score -288286.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -288582.687500 Penalty: 2670.492188
	Iteration 2F: 3 clusters Score -288582.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -288830.187500 Penalty: 2670.492188
	Iteration 3F: 3 clusters Score -288830.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -288981.812500 Penalty: 2670.492188
	Iteration 4F: 3 clusters Score -288981.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -289099.312500 Penalty: 2670.492188
	Iteration 5Q: 3 clusters Score -289099.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -289180.343750 Penalty: 2670.492188
	Iteration 6Q: 3 clusters Score -289180.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -289248.937500 Penalty: 2670.492188
	Iteration 7Q: 3 clusters Score -289248.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -289310.000000 Penalty: 2670.492188
	Iteration 8Q: 3 clusters Score -289310 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -289347.906250 Penalty: 2670.492188
	Iteration 9Q: 3 clusters Score -289347.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -289367.937500 Penalty: 2670.492188
	Iteration 10Q: 3 clusters Score -289367.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -289381.593750 Penalty: 2670.492188
	Iteration 11Q: 3 clusters Score -289381.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -289392.281250 Penalty: 2670.492188
	Iteration 12Q: 3 clusters Score -289392.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -289401.156250 Penalty: 2670.492188
	Iteration 13Q: 3 clusters Score -289401.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -289412.781250 Penalty: 2670.492188
	Iteration 14Q: 3 clusters Score -289412.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -289425.531250 Penalty: 2670.492188
	Iteration 15Q: 3 clusters Score -289425.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -289435.125000 Penalty: 2670.492188
	Iteration 16Q: 3 clusters Score -289435.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -289443.843750 Penalty: 2670.492188
	Iteration 17Q: 3 clusters Score -289443.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -289454.125000 Penalty: 2670.492188
	Iteration 18Q: 3 clusters Score -289454.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -289466.437500 Penalty: 2670.492188
	Iteration 19Q: 3 clusters Score -289466.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -289479.968750 Penalty: 2670.492188
	Iteration 20F: 3 clusters Score -289480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -289490.750000 Penalty: 2670.492188
	Iteration 21Q: 3 clusters Score -289490.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -289499.718750 Penalty: 2670.492188
	Iteration 22Q: 3 clusters Score -289499.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -289508.312500 Penalty: 2670.492188
	Iteration 23Q: 3 clusters Score -289508.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -289520.281250 Penalty: 2670.492188
	Iteration 24Q: 3 clusters Score -289520.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -289530.750000 Penalty: 2670.492188
	Iteration 25Q: 3 clusters Score -289530.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -289542.281250 Penalty: 2670.492188
	Iteration 26Q: 3 clusters Score -289542.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -289549.718750 Penalty: 2670.492188
	Iteration 27Q: 3 clusters Score -289549.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -289554.343750 Penalty: 2670.492188
	Iteration 28Q: 3 clusters Score -289554.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -289559.312500 Penalty: 2670.492188
	Iteration 29Q: 3 clusters Score -289559.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -289562.750000 Penalty: 2670.492188
	Iteration 30Q: 3 clusters Score -289562.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -289566.187500 Penalty: 2670.492188
	Iteration 31Q: 3 clusters Score -289566.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -289570.281250 Penalty: 2670.492188
	Iteration 32Q: 3 clusters Score -289570.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -289579.218750 Penalty: 2670.492188
	Iteration 33Q: 3 clusters Score -289579.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -289588.750000 Penalty: 2670.492188
	Iteration 34Q: 3 clusters Score -289588.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -289596.906250 Penalty: 2670.492188
	Iteration 35Q: 3 clusters Score -289596.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -289600.781250 Penalty: 2670.492188
	Iteration 36Q: 3 clusters Score -289600.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -289603.468750 Penalty: 2670.492188
	Iteration 37Q: 3 clusters Score -289603.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -289608.031250 Penalty: 2670.492188
	Iteration 38Q: 3 clusters Score -289608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -289610.000000 Penalty: 2670.492188
	Iteration 39Q: 3 clusters Score -289610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -289613.343750 Penalty: 2670.492188
	Iteration 40F: 3 clusters Score -289613.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -289615.468750 Penalty: 2670.492188
	Iteration 41Q: 3 clusters Score -289615.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -289618.781250 Penalty: 2670.492188
	Iteration 42Q: 3 clusters Score -289618.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -289621.312500 Penalty: 2670.492188
	Iteration 43Q: 3 clusters Score -289621.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -289622.437500 Penalty: 2670.492188
	Iteration 44Q: 3 clusters Score -289622.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -289624.875000 Penalty: 2670.492188
	Iteration 45Q: 3 clusters Score -289624.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -289626.000000 Penalty: 2670.492188
	Iteration 46Q: 3 clusters Score -289626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -289627.218750 Penalty: 2670.492188
	Iteration 47Q: 3 clusters Score -289627.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -289630.312500 Penalty: 2670.492188
	Iteration 48Q: 3 clusters Score -289630.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -289633.500000 Penalty: 2670.492188
	Iteration 49Q: 3 clusters Score -289633.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -289636.250000 Penalty: 2670.492188
	Iteration 50Q: 3 clusters Score -289636.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -289639.562500 Penalty: 2670.492188
	Iteration 51Q: 3 clusters Score -289639.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -289640.906250 Penalty: 2670.492188
	Iteration 52Q: 3 clusters Score -289640.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -289643.875000 Penalty: 2670.492188
	Iteration 53Q: 3 clusters Score -289643.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -289647.281250 Penalty: 2670.492188
	Iteration 54Q: 3 clusters Score -289647.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -289649.687500 Penalty: 2670.492188
	Iteration 55Q: 3 clusters Score -289649.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -289651.562500 Penalty: 2670.492188
	Iteration 56Q: 3 clusters Score -289651.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -289653.375000 Penalty: 2670.492188
	Iteration 57Q: 3 clusters Score -289653.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -289654.593750 Penalty: 2670.492188
	Iteration 58Q: 3 clusters Score -289654.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -289657.062500 Penalty: 2670.492188
	Iteration 59Q: 3 clusters Score -289657.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -289656.937500 Penalty: 2670.492188
	Iteration 60F: 3 clusters Score -289656.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -289658.406250 Penalty: 2670.492188
	Iteration 61Q: 3 clusters Score -289658.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -289659.062500 Penalty: 2670.492188
	Iteration 62Q: 3 clusters Score -289659.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -289661.375000 Penalty: 2670.492188
	Iteration 63Q: 3 clusters Score -289661.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -289662.093750 Penalty: 2670.492188
	Iteration 64Q: 3 clusters Score -289662.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -289663.656250 Penalty: 2670.492188
	Iteration 65Q: 3 clusters Score -289663.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -289665.062500 Penalty: 2670.492188
	Iteration 66Q: 3 clusters Score -289665.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -289666.343750 Penalty: 2670.492188
	Iteration 67Q: 3 clusters Score -289666.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -289668.000000 Penalty: 2670.492188
	Iteration 68Q: 3 clusters Score -289668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -289669.125000 Penalty: 2670.492188
	Iteration 69Q: 3 clusters Score -289669.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -289670.906250 Penalty: 2670.492188
	Iteration 70Q: 3 clusters Score -289670.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -289671.406250 Penalty: 2670.492188
	Iteration 71Q: 3 clusters Score -289671.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -289673.875000 Penalty: 2670.492188
	Iteration 72Q: 3 clusters Score -289673.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -289675.375000 Penalty: 2670.492188
	Iteration 73Q: 3 clusters Score -289675.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -289676.062500 Penalty: 2670.492188
	Iteration 74Q: 3 clusters Score -289676.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -289676.500000 Penalty: 2670.492188
	Iteration 75Q: 3 clusters Score -289676.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -289676.843750 Penalty: 2670.492188
	Iteration 76Q: 3 clusters Score -289676.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -289676.843750 Penalty: 2670.492188
	Iteration 77F: 3 clusters Score -289676.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Entering Unmasked Estep 
Score: -190901.906250 Penalty: 1248.328491
	Iteration 0F: 2 clusters Score -190901.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -188663.890625 Penalty: 2496.656982
	Iteration 0F: 3 clusters Score -188663.9 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -189154.156250 Penalty: 2496.656982
	Iteration 1F: 3 clusters Score -189154.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -189283.437500 Penalty: 2496.656982
	Iteration 2F: 3 clusters Score -189283.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -189368.906250 Penalty: 2496.656982
	Iteration 3F: 3 clusters Score -189368.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -189425.453125 Penalty: 2496.656982
	Iteration 4Q: 3 clusters Score -189425.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -189478.125000 Penalty: 2496.656982
	Iteration 5Q: 3 clusters Score -189478.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -189555.687500 Penalty: 2496.656982
	Iteration 6Q: 3 clusters Score -189555.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -189678.484375 Penalty: 2496.656982
	Iteration 7Q: 3 clusters Score -189678.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -189817.234375 Penalty: 2496.656982
	Iteration 8Q: 3 clusters Score -189817.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -189925.578125 Penalty: 2496.656982
	Iteration 9Q: 3 clusters Score -189925.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -190016.765625 Penalty: 2496.656982
	Iteration 10Q: 3 clusters Score -190016.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -190086.687500 Penalty: 2496.656982
	Iteration 11Q: 3 clusters Score -190086.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -190145.593750 Penalty: 2496.656982
	Iteration 12Q: 3 clusters Score -190145.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -190200.171875 Penalty: 2496.656982
	Iteration 13Q: 3 clusters Score -190200.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -190264.671875 Penalty: 2496.656982
	Iteration 14Q: 3 clusters Score -190264.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -190314.937500 Penalty: 2496.656982
	Iteration 15Q: 3 clusters Score -190314.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -190349.109375 Penalty: 2496.656982
	Iteration 16Q: 3 clusters Score -190349.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -190365.328125 Penalty: 2496.656982
	Iteration 17Q: 3 clusters Score -190365.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -190376.500000 Penalty: 2496.656982
	Iteration 18Q: 3 clusters Score -190376.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -190387.421875 Penalty: 2496.656982
	Iteration 19Q: 3 clusters Score -190387.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -190398.171875 Penalty: 2496.656982
	Iteration 20F: 3 clusters Score -190398.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -190408.468750 Penalty: 2496.656982
	Iteration 21Q: 3 clusters Score -190408.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -190411.781250 Penalty: 2496.656982
	Iteration 22Q: 3 clusters Score -190411.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -190414.546875 Penalty: 2496.656982
	Iteration 23Q: 3 clusters Score -190414.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -190416.718750 Penalty: 2496.656982
	Iteration 24Q: 3 clusters Score -190416.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -190421.156250 Penalty: 2496.656982
	Iteration 25Q: 3 clusters Score -190421.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -190429.859375 Penalty: 2496.656982
	Iteration 26Q: 3 clusters Score -190429.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -190439.046875 Penalty: 2496.656982
	Iteration 27Q: 3 clusters Score -190439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -190445.890625 Penalty: 2496.656982
	Iteration 28Q: 3 clusters Score -190445.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -190451.546875 Penalty: 2496.656982
	Iteration 29Q: 3 clusters Score -190451.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -190459.062500 Penalty: 2496.656982
	Iteration 30Q: 3 clusters Score -190459.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -190464.171875 Penalty: 2496.656982
	Iteration 31Q: 3 clusters Score -190464.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -190468.250000 Penalty: 2496.656982
	Iteration 32Q: 3 clusters Score -190468.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -190469.515625 Penalty: 2496.656982
	Iteration 33Q: 3 clusters Score -190469.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -190470.328125 Penalty: 2496.656982
	Iteration 34Q: 3 clusters Score -190470.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -190471.531250 Penalty: 2496.656982
	Iteration 35Q: 3 clusters Score -190471.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -190473.203125 Penalty: 2496.656982
	Iteration 36Q: 3 clusters Score -190473.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -190473.203125 Penalty: 2496.656982
	Iteration 37F: 3 clusters Score -190473.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Entering Unmasked Estep 
Score: -153552.812500 Penalty: 1210.826782
	Iteration 0F: 2 clusters Score -153552.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -151600.437500 Penalty: 2421.653564
	Iteration 0F: 3 clusters Score -151600.4 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -152006.218750 Penalty: 2421.653564
	Iteration 1F: 3 clusters Score -152006.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -152155.890625 Penalty: 2421.653564
	Iteration 2F: 3 clusters Score -152155.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -152285.296875 Penalty: 2421.653564
	Iteration 3F: 3 clusters Score -152285.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -152355.343750 Penalty: 2421.653564
	Iteration 4Q: 3 clusters Score -152355.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -152399.765625 Penalty: 2421.653564
	Iteration 5Q: 3 clusters Score -152399.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -152423.328125 Penalty: 2421.653564
	Iteration 6Q: 3 clusters Score -152423.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -152444.031250 Penalty: 2421.653564
	Iteration 7Q: 3 clusters Score -152444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -152463.484375 Penalty: 2421.653564
	Iteration 8Q: 3 clusters Score -152463.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -152477.625000 Penalty: 2421.653564
	Iteration 9Q: 3 clusters Score -152477.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -152489.125000 Penalty: 2421.653564
	Iteration 10Q: 3 clusters Score -152489.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -152501.500000 Penalty: 2421.653564
	Iteration 11Q: 3 clusters Score -152501.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -152513.750000 Penalty: 2421.653564
	Iteration 12Q: 3 clusters Score -152513.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -152521.078125 Penalty: 2421.653564
	Iteration 13Q: 3 clusters Score -152521.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -152529.421875 Penalty: 2421.653564
	Iteration 14Q: 3 clusters Score -152529.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -152546.625000 Penalty: 2421.653564
	Iteration 15Q: 3 clusters Score -152546.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -152559.093750 Penalty: 2421.653564
	Iteration 16Q: 3 clusters Score -152559.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -152571.328125 Penalty: 2421.653564
	Iteration 17Q: 3 clusters Score -152571.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -152579.750000 Penalty: 2421.653564
	Iteration 18Q: 3 clusters Score -152579.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -152584.703125 Penalty: 2421.653564
	Iteration 19Q: 3 clusters Score -152584.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -152589.281250 Penalty: 2421.653564
	Iteration 20F: 3 clusters Score -152589.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -152594.140625 Penalty: 2421.653564
	Iteration 21Q: 3 clusters Score -152594.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -152599.468750 Penalty: 2421.653564
	Iteration 22Q: 3 clusters Score -152599.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -152602.656250 Penalty: 2421.653564
	Iteration 23Q: 3 clusters Score -152602.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -152606.406250 Penalty: 2421.653564
	Iteration 24Q: 3 clusters Score -152606.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -152609.000000 Penalty: 2421.653564
	Iteration 25Q: 3 clusters Score -152609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -152609.750000 Penalty: 2421.653564
	Iteration 26Q: 3 clusters Score -152609.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -152610.546875 Penalty: 2421.653564
	Iteration 27Q: 3 clusters Score -152610.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -152611.203125 Penalty: 2421.653564
	Iteration 28Q: 3 clusters Score -152611.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -152612.734375 Penalty: 2421.653564
	Iteration 29Q: 3 clusters Score -152612.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -152613.437500 Penalty: 2421.653564
	Iteration 30Q: 3 clusters Score -152613.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -152614.562500 Penalty: 2421.653564
	Iteration 31Q: 3 clusters Score -152614.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -152614.859375 Penalty: 2421.653564
	Iteration 32Q: 3 clusters Score -152614.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -152615.593750 Penalty: 2421.653564
	Iteration 33Q: 3 clusters Score -152615.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -152616.671875 Penalty: 2421.653564
	Iteration 34Q: 3 clusters Score -152616.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -152617.890625 Penalty: 2421.653564
	Iteration 35Q: 3 clusters Score -152617.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -152620.296875 Penalty: 2421.653564
	Iteration 36Q: 3 clusters Score -152620.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -152620.718750 Penalty: 2421.653564
	Iteration 37Q: 3 clusters Score -152620.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -152620.671875 Penalty: 2421.653564
	Iteration 38Q: 3 clusters Score -152620.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -152620.671875 Penalty: 2421.653564
	Iteration 39F: 3 clusters Score -152620.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Entering Unmasked Estep 
Score: -58015.726562 Penalty: 1065.476440
	Iteration 0F: 2 clusters Score -58015.73 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 322 members 
Entering Unmasked Estep 
Score: -56816.875000 Penalty: 2130.952881
	Iteration 0F: 3 clusters Score -56816.88 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -57051.742188 Penalty: 2130.952881
	Iteration 1F: 3 clusters Score -57051.74 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -57134.058594 Penalty: 2130.952881
	Iteration 2F: 3 clusters Score -57134.06 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -57207.890625 Penalty: 2130.952881
	Iteration 3F: 3 clusters Score -57207.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -57253.921875 Penalty: 2130.952881
	Iteration 4Q: 3 clusters Score -57253.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -57291.660156 Penalty: 2130.952881
	Iteration 5Q: 3 clusters Score -57291.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -57313.503906 Penalty: 2130.952881
	Iteration 6Q: 3 clusters Score -57313.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -57338.730469 Penalty: 2130.952881
	Iteration 7Q: 3 clusters Score -57338.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -57352.531250 Penalty: 2130.952881
	Iteration 8Q: 3 clusters Score -57352.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -57359.167969 Penalty: 2130.952881
	Iteration 9Q: 3 clusters Score -57359.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -57369.191406 Penalty: 2130.952881
	Iteration 10Q: 3 clusters Score -57369.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -57376.644531 Penalty: 2130.952881
	Iteration 11Q: 3 clusters Score -57376.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -57381.273438 Penalty: 2130.952881
	Iteration 12Q: 3 clusters Score -57381.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -57385.117188 Penalty: 2130.952881
	Iteration 13Q: 3 clusters Score -57385.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -57385.976562 Penalty: 2130.952881
	Iteration 14Q: 3 clusters Score -57385.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -57385.976562 Penalty: 2130.952881
	Iteration 15F: 3 clusters Score -57385.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Entering Unmasked Estep 
Score: -243302.593750 Penalty: 1278.466919
	Iteration 0F: 2 clusters Score -243302.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -240776.687500 Penalty: 2556.933838
	Iteration 0F: 3 clusters Score -240776.7 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -241286.765625 Penalty: 2556.933838
	Iteration 1F: 3 clusters Score -241286.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -241434.078125 Penalty: 2556.933838
	Iteration 2F: 3 clusters Score -241434.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -241495.718750 Penalty: 2556.933838
	Iteration 3Q: 3 clusters Score -241495.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -241547.609375 Penalty: 2556.933838
	Iteration 4Q: 3 clusters Score -241547.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -241582.171875 Penalty: 2556.933838
	Iteration 5Q: 3 clusters Score -241582.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -241612.328125 Penalty: 2556.933838
	Iteration 6Q: 3 clusters Score -241612.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -241637.109375 Penalty: 2556.933838
	Iteration 7Q: 3 clusters Score -241637.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -241658.531250 Penalty: 2556.933838
	Iteration 8Q: 3 clusters Score -241658.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -241676.687500 Penalty: 2556.933838
	Iteration 9Q: 3 clusters Score -241676.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -241698.109375 Penalty: 2556.933838
	Iteration 10Q: 3 clusters Score -241698.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -241713.484375 Penalty: 2556.933838
	Iteration 11Q: 3 clusters Score -241713.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -241723.546875 Penalty: 2556.933838
	Iteration 12Q: 3 clusters Score -241723.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -241733.953125 Penalty: 2556.933838
	Iteration 13Q: 3 clusters Score -241734 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -241742.984375 Penalty: 2556.933838
	Iteration 14Q: 3 clusters Score -241743 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -241751.484375 Penalty: 2556.933838
	Iteration 15Q: 3 clusters Score -241751.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -241760.234375 Penalty: 2556.933838
	Iteration 16Q: 3 clusters Score -241760.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -241773.078125 Penalty: 2556.933838
	Iteration 17Q: 3 clusters Score -241773.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -241785.484375 Penalty: 2556.933838
	Iteration 18Q: 3 clusters Score -241785.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -241801.781250 Penalty: 2556.933838
	Iteration 19Q: 3 clusters Score -241801.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -241816.703125 Penalty: 2556.933838
	Iteration 20F: 3 clusters Score -241816.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -241828.875000 Penalty: 2556.933838
	Iteration 21Q: 3 clusters Score -241828.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -241837.671875 Penalty: 2556.933838
	Iteration 22Q: 3 clusters Score -241837.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -241844.375000 Penalty: 2556.933838
	Iteration 23Q: 3 clusters Score -241844.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -241854.453125 Penalty: 2556.933838
	Iteration 24Q: 3 clusters Score -241854.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -241866.078125 Penalty: 2556.933838
	Iteration 25Q: 3 clusters Score -241866.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -241878.265625 Penalty: 2556.933838
	Iteration 26Q: 3 clusters Score -241878.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -241890.828125 Penalty: 2556.933838
	Iteration 27Q: 3 clusters Score -241890.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -241901.437500 Penalty: 2556.933838
	Iteration 28Q: 3 clusters Score -241901.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -241914.156250 Penalty: 2556.933838
	Iteration 29Q: 3 clusters Score -241914.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -241921.000000 Penalty: 2556.933838
	Iteration 30Q: 3 clusters Score -241921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -241926.234375 Penalty: 2556.933838
	Iteration 31Q: 3 clusters Score -241926.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -241932.125000 Penalty: 2556.933838
	Iteration 32Q: 3 clusters Score -241932.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -241941.609375 Penalty: 2556.933838
	Iteration 33Q: 3 clusters Score -241941.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -241954.140625 Penalty: 2556.933838
	Iteration 34Q: 3 clusters Score -241954.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -241965.296875 Penalty: 2556.933838
	Iteration 35Q: 3 clusters Score -241965.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -241973.640625 Penalty: 2556.933838
	Iteration 36Q: 3 clusters Score -241973.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -241982.796875 Penalty: 2556.933838
	Iteration 37Q: 3 clusters Score -241982.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -241991.968750 Penalty: 2556.933838
	Iteration 38Q: 3 clusters Score -241992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -241998.656250 Penalty: 2556.933838
	Iteration 39Q: 3 clusters Score -241998.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -242008.609375 Penalty: 2556.933838
	Iteration 40F: 3 clusters Score -242008.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -242019.234375 Penalty: 2556.933838
	Iteration 41Q: 3 clusters Score -242019.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -242030.203125 Penalty: 2556.933838
	Iteration 42Q: 3 clusters Score -242030.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -242045.500000 Penalty: 2556.933838
	Iteration 43Q: 3 clusters Score -242045.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -242056.484375 Penalty: 2556.933838
	Iteration 44Q: 3 clusters Score -242056.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -242066.515625 Penalty: 2556.933838
	Iteration 45Q: 3 clusters Score -242066.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -242077.093750 Penalty: 2556.933838
	Iteration 46Q: 3 clusters Score -242077.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -242087.984375 Penalty: 2556.933838
	Iteration 47Q: 3 clusters Score -242088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -242100.031250 Penalty: 2556.933838
	Iteration 48Q: 3 clusters Score -242100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -242110.703125 Penalty: 2556.933838
	Iteration 49Q: 3 clusters Score -242110.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -242118.140625 Penalty: 2556.933838
	Iteration 50Q: 3 clusters Score -242118.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -242129.250000 Penalty: 2556.933838
	Iteration 51Q: 3 clusters Score -242129.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -242142.609375 Penalty: 2556.933838
	Iteration 52Q: 3 clusters Score -242142.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -242150.828125 Penalty: 2556.933838
	Iteration 53Q: 3 clusters Score -242150.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -242156.203125 Penalty: 2556.933838
	Iteration 54Q: 3 clusters Score -242156.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -242164.296875 Penalty: 2556.933838
	Iteration 55Q: 3 clusters Score -242164.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -242173.515625 Penalty: 2556.933838
	Iteration 56Q: 3 clusters Score -242173.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -242186.984375 Penalty: 2556.933838
	Iteration 57Q: 3 clusters Score -242187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -242196.953125 Penalty: 2556.933838
	Iteration 58Q: 3 clusters Score -242197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -242205.515625 Penalty: 2556.933838
	Iteration 59Q: 3 clusters Score -242205.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -242212.750000 Penalty: 2556.933838
	Iteration 60F: 3 clusters Score -242212.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -242220.906250 Penalty: 2556.933838
	Iteration 61Q: 3 clusters Score -242220.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -242224.796875 Penalty: 2556.933838
	Iteration 62Q: 3 clusters Score -242224.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -242228.500000 Penalty: 2556.933838
	Iteration 63Q: 3 clusters Score -242228.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -242230.171875 Penalty: 2556.933838
	Iteration 64Q: 3 clusters Score -242230.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -242231.234375 Penalty: 2556.933838
	Iteration 65Q: 3 clusters Score -242231.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -242231.203125 Penalty: 2556.933838
	Iteration 66Q: 3 clusters Score -242231.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -242231.203125 Penalty: 2556.933838
	Iteration 67F: 3 clusters Score -242231.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -54516.207031 Penalty: 1075.110596
	Iteration 0F: 2 clusters Score -54516.21 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 387 members 
Entering Unmasked Estep 
Score: -53330.195312 Penalty: 2150.221191
	Iteration 0F: 3 clusters Score -53330.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -53674.105469 Penalty: 2150.221191
	Iteration 1F: 3 clusters Score -53674.11 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -53842.222656 Penalty: 2150.221191
	Iteration 2F: 3 clusters Score -53842.22 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -53974.542969 Penalty: 2150.221191
	Iteration 3F: 3 clusters Score -53974.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -54009.742188 Penalty: 2150.221191
	Iteration 4Q: 3 clusters Score -54009.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -54042.003906 Penalty: 2150.221191
	Iteration 5Q: 3 clusters Score -54042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -54063.964844 Penalty: 2150.221191
	Iteration 6Q: 3 clusters Score -54063.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -54078.296875 Penalty: 2150.221191
	Iteration 7Q: 3 clusters Score -54078.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -54086.085938 Penalty: 2150.221191
	Iteration 8Q: 3 clusters Score -54086.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -54090.453125 Penalty: 2150.221191
	Iteration 9Q: 3 clusters Score -54090.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -54098.699219 Penalty: 2150.221191
	Iteration 10Q: 3 clusters Score -54098.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -54100.175781 Penalty: 2150.221191
	Iteration 11Q: 3 clusters Score -54100.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -54101.691406 Penalty: 2150.221191
	Iteration 12Q: 3 clusters Score -54101.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -54103.800781 Penalty: 2150.221191
	Iteration 13Q: 3 clusters Score -54103.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -54104.363281 Penalty: 2150.221191
	Iteration 14Q: 3 clusters Score -54104.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -54106.605469 Penalty: 2150.221191
	Iteration 15Q: 3 clusters Score -54106.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -54111.253906 Penalty: 2150.221191
	Iteration 16Q: 3 clusters Score -54111.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -54113.808594 Penalty: 2150.221191
	Iteration 17Q: 3 clusters Score -54113.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -54113.808594 Penalty: 2150.221191
	Iteration 18F: 3 clusters Score -54113.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (108950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108950 members 
Entering Unmasked Estep 
Score: -9996733.000000 Penalty: 1884.779663
	Iteration 0F: 2 clusters Score -9996733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54525 members 
Mstep: Class 2 contains 54425 members 
Entering Unmasked Estep 
Score: -9923551.000000 Penalty: 3769.559326
	Iteration 0F: 3 clusters Score -9923551 nChanged 52281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55368 members 
Mstep: Class 2 contains 53582 members 
Entering Unmasked Estep 
Score: -9954301.000000 Penalty: 3769.559326
	Iteration 1F: 3 clusters Score -9954301 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56352 members 
Mstep: Class 2 contains 52598 members 
Entering Unmasked Estep 
Score: -9955171.000000 Penalty: 3769.559326
	Iteration 2Q: 3 clusters Score -9955171 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57900 members 
Mstep: Class 2 contains 51050 members 
Entering Unmasked Estep 
Score: -9956493.000000 Penalty: 3769.559326
	Iteration 3Q: 3 clusters Score -9956493 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60248 members 
Mstep: Class 2 contains 48702 members 
Entering Unmasked Estep 
Score: -9958310.000000 Penalty: 3769.559326
	Iteration 4Q: 3 clusters Score -9958310 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63659 members 
Mstep: Class 2 contains 45291 members 
Entering Unmasked Estep 
Score: -9961088.000000 Penalty: 3769.559326
	Iteration 5F: 3 clusters Score -9961088 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68090 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -9965300.000000 Penalty: 3769.559326
	Iteration 6F: 3 clusters Score -9965300 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73155 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -9970770.000000 Penalty: 3769.559326
	Iteration 7F: 3 clusters Score -9970770 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78058 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -9976821.000000 Penalty: 3769.559326
	Iteration 8F: 3 clusters Score -9976821 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82039 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -9982165.000000 Penalty: 3769.559326
	Iteration 9F: 3 clusters Score -9982165 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84858 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -9985716.000000 Penalty: 3769.559326
	Iteration 10Q: 3 clusters Score -9985716 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86911 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -9987842.000000 Penalty: 3769.559326
	Iteration 11Q: 3 clusters Score -9987842 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88541 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -9989162.000000 Penalty: 3769.559326
	Iteration 12Q: 3 clusters Score -9989162 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89852 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -9990113.000000 Penalty: 3769.559326
	Iteration 13Q: 3 clusters Score -9990113 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90966 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -9990657.000000 Penalty: 3769.559326
	Iteration 14Q: 3 clusters Score -9990657 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91907 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -9991195.000000 Penalty: 3769.559326
	Iteration 15Q: 3 clusters Score -9991195 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92759 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -9991484.000000 Penalty: 3769.559326
	Iteration 16Q: 3 clusters Score -9991484 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93512 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -9991826.000000 Penalty: 3769.559326
	Iteration 17Q: 3 clusters Score -9991826 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94254 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -9992033.000000 Penalty: 3769.559326
	Iteration 18Q: 3 clusters Score -9992033 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94969 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -9992313.000000 Penalty: 3769.559326
	Iteration 19Q: 3 clusters Score -9992313 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95634 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -9992542.000000 Penalty: 3769.559326
	Iteration 20F: 3 clusters Score -9992542 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96278 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -9992763.000000 Penalty: 3769.559326
	Iteration 21Q: 3 clusters Score -9992763 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96914 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -9992972.000000 Penalty: 3769.559326
	Iteration 22Q: 3 clusters Score -9992972 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97542 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -9993282.000000 Penalty: 3769.559326
	Iteration 23Q: 3 clusters Score -9993282 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98142 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -9993575.000000 Penalty: 3769.559326
	Iteration 24Q: 3 clusters Score -9993575 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98724 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -9993923.000000 Penalty: 3769.559326
	Iteration 25Q: 3 clusters Score -9993923 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99232 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -9994327.000000 Penalty: 3769.559326
	Iteration 26Q: 3 clusters Score -9994327 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99675 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -9994676.000000 Penalty: 3769.559326
	Iteration 27Q: 3 clusters Score -9994676 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100062 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -9994943.000000 Penalty: 3769.559326
	Iteration 28Q: 3 clusters Score -9994943 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100412 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -9995148.000000 Penalty: 3769.559326
	Iteration 29Q: 3 clusters Score -9995148 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100683 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -9995287.000000 Penalty: 3769.559326
	Iteration 30Q: 3 clusters Score -9995287 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100932 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -9995419.000000 Penalty: 3769.559326
	Iteration 31Q: 3 clusters Score -9995419 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101171 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -9995494.000000 Penalty: 3769.559326
	Iteration 32Q: 3 clusters Score -9995494 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101371 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -9995575.000000 Penalty: 3769.559326
	Iteration 33Q: 3 clusters Score -9995575 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101561 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -9995602.000000 Penalty: 3769.559326
	Iteration 34Q: 3 clusters Score -9995602 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101743 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -9995606.000000 Penalty: 3769.559326
	Iteration 35Q: 3 clusters Score -9995606 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101923 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -9995659.000000 Penalty: 3769.559326
	Iteration 36Q: 3 clusters Score -9995659 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102062 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -9995651.000000 Penalty: 3769.559326
	Iteration 37Q: 3 clusters Score -9995651 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102201 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -9995674.000000 Penalty: 3769.559326
	Iteration 38Q: 3 clusters Score -9995674 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102330 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -9995699.000000 Penalty: 3769.559326
	Iteration 39Q: 3 clusters Score -9995699 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102448 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -9995701.000000 Penalty: 3769.559326
	Iteration 40F: 3 clusters Score -9995701 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102546 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -9995706.000000 Penalty: 3769.559326
	Iteration 41Q: 3 clusters Score -9995706 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102629 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -9995712.000000 Penalty: 3769.559326
	Iteration 42Q: 3 clusters Score -9995712 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102704 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -9995737.000000 Penalty: 3769.559326
	Iteration 43Q: 3 clusters Score -9995737 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102765 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -9995750.000000 Penalty: 3769.559326
	Iteration 44Q: 3 clusters Score -9995750 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102820 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -9995732.000000 Penalty: 3769.559326
	Iteration 45Q: 3 clusters Score -9995732 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102871 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -9995720.000000 Penalty: 3769.559326
	Iteration 46Q: 3 clusters Score -9995720 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102926 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -9995726.000000 Penalty: 3769.559326
	Iteration 47Q: 3 clusters Score -9995726 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102987 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -9995750.000000 Penalty: 3769.559326
	Iteration 48Q: 3 clusters Score -9995750 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103039 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -9995773.000000 Penalty: 3769.559326
	Iteration 49Q: 3 clusters Score -9995773 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103092 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -9995784.000000 Penalty: 3769.559326
	Iteration 50Q: 3 clusters Score -9995784 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103147 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -9995824.000000 Penalty: 3769.559326
	Iteration 51Q: 3 clusters Score -9995824 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103209 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -9995819.000000 Penalty: 3769.559326
	Iteration 52Q: 3 clusters Score -9995819 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103277 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -9995847.000000 Penalty: 3769.559326
	Iteration 53Q: 3 clusters Score -9995847 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103347 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -9995856.000000 Penalty: 3769.559326
	Iteration 54Q: 3 clusters Score -9995856 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103415 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -9995870.000000 Penalty: 3769.559326
	Iteration 55Q: 3 clusters Score -9995870 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103481 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -9995899.000000 Penalty: 3769.559326
	Iteration 56Q: 3 clusters Score -9995899 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103534 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -9995915.000000 Penalty: 3769.559326
	Iteration 57Q: 3 clusters Score -9995915 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103586 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -9995927.000000 Penalty: 3769.559326
	Iteration 58Q: 3 clusters Score -9995927 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103634 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -9995927.000000 Penalty: 3769.559326
	Iteration 59Q: 3 clusters Score -9995927 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103674 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -9995918.000000 Penalty: 3769.559326
	Iteration 60F: 3 clusters Score -9995918 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103714 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -9995911.000000 Penalty: 3769.559326
	Iteration 61Q: 3 clusters Score -9995911 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103751 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -9995915.000000 Penalty: 3769.559326
	Iteration 62Q: 3 clusters Score -9995915 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103792 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -9995906.000000 Penalty: 3769.559326
	Iteration 63Q: 3 clusters Score -9995906 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103838 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -9995924.000000 Penalty: 3769.559326
	Iteration 64Q: 3 clusters Score -9995924 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103876 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -9995939.000000 Penalty: 3769.559326
	Iteration 65Q: 3 clusters Score -9995939 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103915 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -9995943.000000 Penalty: 3769.559326
	Iteration 66Q: 3 clusters Score -9995943 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103947 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -9995949.000000 Penalty: 3769.559326
	Iteration 67Q: 3 clusters Score -9995949 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103977 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -9995957.000000 Penalty: 3769.559326
	Iteration 68Q: 3 clusters Score -9995957 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104003 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -9995957.000000 Penalty: 3769.559326
	Iteration 69Q: 3 clusters Score -9995957 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104041 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -9995953.000000 Penalty: 3769.559326
	Iteration 70Q: 3 clusters Score -9995953 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104082 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -9995952.000000 Penalty: 3769.559326
	Iteration 71Q: 3 clusters Score -9995952 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104120 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -9995960.000000 Penalty: 3769.559326
	Iteration 72Q: 3 clusters Score -9995960 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104159 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -9995974.000000 Penalty: 3769.559326
	Iteration 73Q: 3 clusters Score -9995974 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104198 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -9995976.000000 Penalty: 3769.559326
	Iteration 74Q: 3 clusters Score -9995976 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104238 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -9995971.000000 Penalty: 3769.559326
	Iteration 75Q: 3 clusters Score -9995971 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104268 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -9995978.000000 Penalty: 3769.559326
	Iteration 76Q: 3 clusters Score -9995978 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104301 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -9995975.000000 Penalty: 3769.559326
	Iteration 77Q: 3 clusters Score -9995975 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104326 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -9995979.000000 Penalty: 3769.559326
	Iteration 78Q: 3 clusters Score -9995979 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104350 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -9995964.000000 Penalty: 3769.559326
	Iteration 79Q: 3 clusters Score -9995964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104373 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -9995958.000000 Penalty: 3769.559326
	Iteration 80F: 3 clusters Score -9995958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104395 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -9995952.000000 Penalty: 3769.559326
	Iteration 81Q: 3 clusters Score -9995952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104411 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -9995956.000000 Penalty: 3769.559326
	Iteration 82Q: 3 clusters Score -9995956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104432 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -9995969.000000 Penalty: 3769.559326
	Iteration 83Q: 3 clusters Score -9995969 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104449 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -9995971.000000 Penalty: 3769.559326
	Iteration 84Q: 3 clusters Score -9995971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104466 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -9995964.000000 Penalty: 3769.559326
	Iteration 85Q: 3 clusters Score -9995964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104481 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -9995961.000000 Penalty: 3769.559326
	Iteration 86Q: 3 clusters Score -9995961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104492 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -9995960.000000 Penalty: 3769.559326
	Iteration 87Q: 3 clusters Score -9995960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104503 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -9995958.000000 Penalty: 3769.559326
	Iteration 88Q: 3 clusters Score -9995958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104514 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -9995968.000000 Penalty: 3769.559326
	Iteration 89Q: 3 clusters Score -9995968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104525 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -9995966.000000 Penalty: 3769.559326
	Iteration 90Q: 3 clusters Score -9995966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104535 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -9995972.000000 Penalty: 3769.559326
	Iteration 91Q: 3 clusters Score -9995972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104541 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -9995973.000000 Penalty: 3769.559326
	Iteration 92Q: 3 clusters Score -9995973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104552 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -9995978.000000 Penalty: 3769.559326
	Iteration 93Q: 3 clusters Score -9995978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104558 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -9995977.000000 Penalty: 3769.559326
	Iteration 94Q: 3 clusters Score -9995977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104568 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -9995982.000000 Penalty: 3769.559326
	Iteration 95Q: 3 clusters Score -9995982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104571 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -9995973.000000 Penalty: 3769.559326
	Iteration 96Q: 3 clusters Score -9995973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104577 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -9995983.000000 Penalty: 3769.559326
	Iteration 97Q: 3 clusters Score -9995983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104582 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -9995984.000000 Penalty: 3769.559326
	Iteration 98Q: 3 clusters Score -9995984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104584 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -9995975.000000 Penalty: 3769.559326
	Iteration 99Q: 3 clusters Score -9995975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104586 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -9995977.000000 Penalty: 3769.559326
	Iteration 100F: 3 clusters Score -9995977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104587 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -9995977.000000 Penalty: 3769.559326
	Iteration 101Q: 3 clusters Score -9995977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104587 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -9995977.000000 Penalty: 3769.559326
	Iteration 102F: 3 clusters Score -9995977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (5022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Entering Unmasked Estep 
Score: -450903.750000 Penalty: 1384.757324
	Iteration 0F: 2 clusters Score -450903.8 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 2516 members 
Entering Unmasked Estep 
Score: -446917.593750 Penalty: 2769.514648
	Iteration 0F: 3 clusters Score -446917.6 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -448215.843750 Penalty: 2769.514648
	Iteration 1F: 3 clusters Score -448215.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -448555.031250 Penalty: 2769.514648
	Iteration 2F: 3 clusters Score -448555 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -448822.500000 Penalty: 2769.514648
	Iteration 3F: 3 clusters Score -448822.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -449036.593750 Penalty: 2769.514648
	Iteration 4F: 3 clusters Score -449036.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -449198.218750 Penalty: 2769.514648
	Iteration 5F: 3 clusters Score -449198.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -449315.906250 Penalty: 2769.514648
	Iteration 6Q: 3 clusters Score -449315.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -449397.437500 Penalty: 2769.514648
	Iteration 7Q: 3 clusters Score -449397.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -449470.875000 Penalty: 2769.514648
	Iteration 8Q: 3 clusters Score -449470.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -449543.375000 Penalty: 2769.514648
	Iteration 9Q: 3 clusters Score -449543.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -449626.093750 Penalty: 2769.514648
	Iteration 10Q: 3 clusters Score -449626.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -449708.406250 Penalty: 2769.514648
	Iteration 11Q: 3 clusters Score -449708.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -449782.531250 Penalty: 2769.514648
	Iteration 12Q: 3 clusters Score -449782.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -449853.687500 Penalty: 2769.514648
	Iteration 13Q: 3 clusters Score -449853.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -449934.187500 Penalty: 2769.514648
	Iteration 14Q: 3 clusters Score -449934.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -449997.031250 Penalty: 2769.514648
	Iteration 15Q: 3 clusters Score -449997 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -450051.000000 Penalty: 2769.514648
	Iteration 16Q: 3 clusters Score -450051 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -450072.062500 Penalty: 2769.514648
	Iteration 17Q: 3 clusters Score -450072.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -450087.937500 Penalty: 2769.514648
	Iteration 18Q: 3 clusters Score -450087.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -450096.093750 Penalty: 2769.514648
	Iteration 19Q: 3 clusters Score -450096.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -450103.031250 Penalty: 2769.514648
	Iteration 20F: 3 clusters Score -450103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -450105.625000 Penalty: 2769.514648
	Iteration 21Q: 3 clusters Score -450105.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -450110.062500 Penalty: 2769.514648
	Iteration 22Q: 3 clusters Score -450110.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -450113.875000 Penalty: 2769.514648
	Iteration 23Q: 3 clusters Score -450113.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -450114.031250 Penalty: 2769.514648
	Iteration 24Q: 3 clusters Score -450114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -450116.625000 Penalty: 2769.514648
	Iteration 25Q: 3 clusters Score -450116.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -450117.281250 Penalty: 2769.514648
	Iteration 26Q: 3 clusters Score -450117.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -450118.937500 Penalty: 2769.514648
	Iteration 27Q: 3 clusters Score -450118.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -450119.062500 Penalty: 2769.514648
	Iteration 28Q: 3 clusters Score -450119.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -450119.062500 Penalty: 2769.514648
	Iteration 29F: 3 clusters Score -450119.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Entering Unmasked Estep 
Score: -253589.000000 Penalty: 1297.087158
	Iteration 0F: 2 clusters Score -253589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -250966.000000 Penalty: 2594.174316
	Iteration 0F: 3 clusters Score -250966 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -251692.640625 Penalty: 2594.174316
	Iteration 1F: 3 clusters Score -251692.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -251897.484375 Penalty: 2594.174316
	Iteration 2F: 3 clusters Score -251897.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -252031.796875 Penalty: 2594.174316
	Iteration 3F: 3 clusters Score -252031.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -252142.046875 Penalty: 2594.174316
	Iteration 4F: 3 clusters Score -252142 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -252233.515625 Penalty: 2594.174316
	Iteration 5Q: 3 clusters Score -252233.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -252306.343750 Penalty: 2594.174316
	Iteration 6Q: 3 clusters Score -252306.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -252372.609375 Penalty: 2594.174316
	Iteration 7Q: 3 clusters Score -252372.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -252424.609375 Penalty: 2594.174316
	Iteration 8Q: 3 clusters Score -252424.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -252480.671875 Penalty: 2594.174316
	Iteration 9Q: 3 clusters Score -252480.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -252534.218750 Penalty: 2594.174316
	Iteration 10Q: 3 clusters Score -252534.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -252578.328125 Penalty: 2594.174316
	Iteration 11Q: 3 clusters Score -252578.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -252613.375000 Penalty: 2594.174316
	Iteration 12Q: 3 clusters Score -252613.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -252643.171875 Penalty: 2594.174316
	Iteration 13Q: 3 clusters Score -252643.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -252659.640625 Penalty: 2594.174316
	Iteration 14Q: 3 clusters Score -252659.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -252669.140625 Penalty: 2594.174316
	Iteration 15Q: 3 clusters Score -252669.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -252675.875000 Penalty: 2594.174316
	Iteration 16Q: 3 clusters Score -252675.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -252682.406250 Penalty: 2594.174316
	Iteration 17Q: 3 clusters Score -252682.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -252686.406250 Penalty: 2594.174316
	Iteration 18Q: 3 clusters Score -252686.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -252693.640625 Penalty: 2594.174316
	Iteration 19Q: 3 clusters Score -252693.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -252707.078125 Penalty: 2594.174316
	Iteration 20F: 3 clusters Score -252707.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -252719.937500 Penalty: 2594.174316
	Iteration 21Q: 3 clusters Score -252719.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -252730.484375 Penalty: 2594.174316
	Iteration 22Q: 3 clusters Score -252730.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -252745.140625 Penalty: 2594.174316
	Iteration 23Q: 3 clusters Score -252745.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -252759.046875 Penalty: 2594.174316
	Iteration 24Q: 3 clusters Score -252759 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -252770.000000 Penalty: 2594.174316
	Iteration 25Q: 3 clusters Score -252770 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -252779.906250 Penalty: 2594.174316
	Iteration 26Q: 3 clusters Score -252779.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -252787.109375 Penalty: 2594.174316
	Iteration 27Q: 3 clusters Score -252787.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -252796.359375 Penalty: 2594.174316
	Iteration 28Q: 3 clusters Score -252796.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -252804.906250 Penalty: 2594.174316
	Iteration 29Q: 3 clusters Score -252804.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -252813.125000 Penalty: 2594.174316
	Iteration 30Q: 3 clusters Score -252813.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -252827.218750 Penalty: 2594.174316
	Iteration 31Q: 3 clusters Score -252827.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -252840.000000 Penalty: 2594.174316
	Iteration 32Q: 3 clusters Score -252840 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -252856.609375 Penalty: 2594.174316
	Iteration 33Q: 3 clusters Score -252856.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -252871.406250 Penalty: 2594.174316
	Iteration 34Q: 3 clusters Score -252871.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -252885.781250 Penalty: 2594.174316
	Iteration 35Q: 3 clusters Score -252885.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -252906.671875 Penalty: 2594.174316
	Iteration 36Q: 3 clusters Score -252906.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -252924.703125 Penalty: 2594.174316
	Iteration 37Q: 3 clusters Score -252924.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -252945.703125 Penalty: 2594.174316
	Iteration 38Q: 3 clusters Score -252945.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -252975.578125 Penalty: 2594.174316
	Iteration 39Q: 3 clusters Score -252975.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -253016.203125 Penalty: 2594.174316
	Iteration 40F: 3 clusters Score -253016.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -253092.187500 Penalty: 2594.174316
	Iteration 41Q: 3 clusters Score -253092.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -253188.515625 Penalty: 2594.174316
	Iteration 42Q: 3 clusters Score -253188.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -253290.671875 Penalty: 2594.174316
	Iteration 43Q: 3 clusters Score -253290.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -253350.656250 Penalty: 2594.174316
	Iteration 44Q: 3 clusters Score -253350.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -253393.625000 Penalty: 2594.174316
	Iteration 45Q: 3 clusters Score -253393.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -253417.562500 Penalty: 2594.174316
	Iteration 46Q: 3 clusters Score -253417.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -253429.921875 Penalty: 2594.174316
	Iteration 47Q: 3 clusters Score -253429.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -253434.765625 Penalty: 2594.174316
	Iteration 48Q: 3 clusters Score -253434.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -253438.843750 Penalty: 2594.174316
	Iteration 49Q: 3 clusters Score -253438.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -253442.359375 Penalty: 2594.174316
	Iteration 50Q: 3 clusters Score -253442.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -253445.593750 Penalty: 2594.174316
	Iteration 51Q: 3 clusters Score -253445.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -253446.750000 Penalty: 2594.174316
	Iteration 52Q: 3 clusters Score -253446.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -253447.421875 Penalty: 2594.174316
	Iteration 53Q: 3 clusters Score -253447.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -253447.562500 Penalty: 2594.174316
	Iteration 54Q: 3 clusters Score -253447.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -253447.562500 Penalty: 2594.174316
	Iteration 55F: 3 clusters Score -253447.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Entering Unmasked Estep 
Score: -523105.656250 Penalty: 1405.221802
	Iteration 0F: 2 clusters Score -523105.7 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 2871 members 
Entering Unmasked Estep 
Score: -518639.812500 Penalty: 2810.443604
	Iteration 0F: 3 clusters Score -518639.8 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -519847.843750 Penalty: 2810.443604
	Iteration 1F: 3 clusters Score -519847.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -520017.031250 Penalty: 2810.443604
	Iteration 2F: 3 clusters Score -520017 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -520149.531250 Penalty: 2810.443604
	Iteration 3Q: 3 clusters Score -520149.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -520256.343750 Penalty: 2810.443604
	Iteration 4Q: 3 clusters Score -520256.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -520340.218750 Penalty: 2810.443604
	Iteration 5Q: 3 clusters Score -520340.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -520412.312500 Penalty: 2810.443604
	Iteration 6Q: 3 clusters Score -520412.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -520481.937500 Penalty: 2810.443604
	Iteration 7Q: 3 clusters Score -520481.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -520543.406250 Penalty: 2810.443604
	Iteration 8Q: 3 clusters Score -520543.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -520602.062500 Penalty: 2810.443604
	Iteration 9Q: 3 clusters Score -520602.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -520673.312500 Penalty: 2810.443604
	Iteration 10Q: 3 clusters Score -520673.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -520764.812500 Penalty: 2810.443604
	Iteration 11Q: 3 clusters Score -520764.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -520858.687500 Penalty: 2810.443604
	Iteration 12Q: 3 clusters Score -520858.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -520971.281250 Penalty: 2810.443604
	Iteration 13Q: 3 clusters Score -520971.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -521082.593750 Penalty: 2810.443604
	Iteration 14Q: 3 clusters Score -521082.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -521206.156250 Penalty: 2810.443604
	Iteration 15Q: 3 clusters Score -521206.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -521332.718750 Penalty: 2810.443604
	Iteration 16Q: 3 clusters Score -521332.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -521449.406250 Penalty: 2810.443604
	Iteration 17Q: 3 clusters Score -521449.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -521566.500000 Penalty: 2810.443604
	Iteration 18Q: 3 clusters Score -521566.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -521644.156250 Penalty: 2810.443604
	Iteration 19Q: 3 clusters Score -521644.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -521706.468750 Penalty: 2810.443604
	Iteration 20F: 3 clusters Score -521706.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -521749.375000 Penalty: 2810.443604
	Iteration 21Q: 3 clusters Score -521749.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -521778.031250 Penalty: 2810.443604
	Iteration 22Q: 3 clusters Score -521778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -521798.125000 Penalty: 2810.443604
	Iteration 23Q: 3 clusters Score -521798.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -521816.812500 Penalty: 2810.443604
	Iteration 24Q: 3 clusters Score -521816.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -521833.250000 Penalty: 2810.443604
	Iteration 25Q: 3 clusters Score -521833.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -521848.437500 Penalty: 2810.443604
	Iteration 26Q: 3 clusters Score -521848.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -521865.375000 Penalty: 2810.443604
	Iteration 27Q: 3 clusters Score -521865.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -521880.437500 Penalty: 2810.443604
	Iteration 28Q: 3 clusters Score -521880.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -521887.156250 Penalty: 2810.443604
	Iteration 29Q: 3 clusters Score -521887.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -521892.343750 Penalty: 2810.443604
	Iteration 30Q: 3 clusters Score -521892.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -521899.125000 Penalty: 2810.443604
	Iteration 31Q: 3 clusters Score -521899.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -521906.218750 Penalty: 2810.443604
	Iteration 32Q: 3 clusters Score -521906.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -521907.656250 Penalty: 2810.443604
	Iteration 33Q: 3 clusters Score -521907.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -521909.843750 Penalty: 2810.443604
	Iteration 34Q: 3 clusters Score -521909.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -521909.843750 Penalty: 2810.443604
	Iteration 35F: 3 clusters Score -521909.8 nChanged 0
--- Evaluating fit on full set of 2874988 points ---
Entering Unmasked Estep 
Score: -254415872.000000 Penalty: 108748.273438
22->46 Clusters: Score -254415872.000000, best is -254858752.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 958329 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 43564 members 
Mstep: Class 3 contains 43391 members 
Mstep: Class 4 contains 43595 members 
Mstep: Class 5 contains 43495 members 
Mstep: Class 6 contains 43537 members 
Mstep: Class 7 contains 43604 members 
Mstep: Class 8 contains 43489 members 
Mstep: Class 9 contains 43420 members 
Mstep: Class 10 contains 43742 members 
Mstep: Class 11 contains 43692 members 
Mstep: Class 12 contains 43278 members 
Mstep: Class 13 contains 43573 members 
Mstep: Class 14 contains 42958 members 
Mstep: Class 15 contains 43354 members 
Mstep: Class 16 contains 44025 members 
Mstep: Class 17 contains 44015 members 
Mstep: Class 18 contains 43591 members 
Mstep: Class 19 contains 43301 members 
Mstep: Class 20 contains 43736 members 
Mstep: Class 21 contains 43830 members 
Mstep: Class 22 contains 43565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 582.529480 but Gain 2238.105469
Score: -78650840.000000 Penalty: 47000.179688
Iteration 0F: 22 clusters Score -7.865084e+07 nChanged 910244
Entering Unmasked Mstep 
Mstep: Class 0 contains 688 members 
Mstep: Class 1 contains 83855 members 
Mstep: Class 2 contains 22276 members 
Mstep: Class 3 contains 37563 members 
Mstep: Class 4 contains 28241 members 
Mstep: Class 5 contains 20639 members 
Mstep: Class 6 contains 35744 members 
Mstep: Class 7 contains 47407 members 
Mstep: Class 8 contains 25918 members 
Mstep: Class 10 contains 42532 members 
Mstep: Class 11 contains 82919 members 
Mstep: Class 12 contains 40261 members 
Mstep: Class 13 contains 117641 members 
Mstep: Class 14 contains 22024 members 
Mstep: Class 15 contains 43247 members 
Mstep: Class 16 contains 89526 members 
Mstep: Class 17 contains 37349 members 
Mstep: Class 18 contains 43153 members 
Mstep: Class 19 contains 38970 members 
Mstep: Class 20 contains 31264 members 
Mstep: Class 21 contains 43354 members 
Mstep: Class 22 contains 23758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81539584.000000 Penalty: 47000.179688
Iteration 1F: 22 clusters Score -8.153958e+07 nChanged 368693
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 104997 members 
Mstep: Class 2 contains 18147 members 
Mstep: Class 3 contains 33427 members 
Mstep: Class 4 contains 18797 members 
Mstep: Class 5 contains 10434 members 
Mstep: Class 6 contains 40647 members 
Mstep: Class 7 contains 44211 members 
Mstep: Class 8 contains 23096 members 
Mstep: Class 10 contains 40487 members 
Mstep: Class 11 contains 82786 members 
Mstep: Class 12 contains 36405 members 
Mstep: Class 13 contains 105345 members 
Mstep: Class 14 contains 13988 members 
Mstep: Class 15 contains 30935 members 
Mstep: Class 16 contains 143378 members 
Mstep: Class 17 contains 37972 members 
Mstep: Class 18 contains 65845 members 
Mstep: Class 19 contains 30595 members 
Mstep: Class 20 contains 17343 members 
Mstep: Class 21 contains 41021 members 
Mstep: Class 22 contains 18296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -82470792.000000 Penalty: 47000.179688
Iteration 2F: 22 clusters Score -8.247079e+07 nChanged 277698
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 119968 members 
Mstep: Class 2 contains 15224 members 
Mstep: Class 3 contains 35268 members 
Mstep: Class 4 contains 17631 members 
Mstep: Class 5 contains 5558 members 
Mstep: Class 6 contains 39584 members 
Mstep: Class 7 contains 45889 members 
Mstep: Class 8 contains 18870 members 
Mstep: Class 10 contains 38303 members 
Mstep: Class 11 contains 52301 members 
Mstep: Class 12 contains 34317 members 
Mstep: Class 13 contains 89883 members 
Mstep: Class 14 contains 13418 members 
Mstep: Class 15 contains 29567 members 
Mstep: Class 16 contains 180995 members 
Mstep: Class 17 contains 36675 members 
Mstep: Class 18 contains 91741 members 
Mstep: Class 19 contains 25831 members 
Mstep: Class 20 contains 8650 members 
Mstep: Class 21 contains 42944 members 
Mstep: Class 22 contains 15625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83035712.000000 Penalty: 47000.179688
Iteration 3F: 22 clusters Score -8.303571e+07 nChanged 212050
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 143121 members 
Mstep: Class 2 contains 17570 members 
Mstep: Class 3 contains 35067 members 
Mstep: Class 4 contains 20038 members 
Mstep: Class 5 contains 3949 members 
Mstep: Class 6 contains 35164 members 
Mstep: Class 7 contains 43746 members 
Mstep: Class 8 contains 12577 members 
Mstep: Class 10 contains 36066 members 
Mstep: Class 11 contains 31130 members 
Mstep: Class 12 contains 37914 members 
Mstep: Class 13 contains 76416 members 
Mstep: Class 14 contains 13999 members 
Mstep: Class 15 contains 29567 members 
Mstep: Class 16 contains 182090 members 
Mstep: Class 17 contains 33141 members 
Mstep: Class 18 contains 111938 members 
Mstep: Class 19 contains 21007 members 
Mstep: Class 20 contains 5279 members 
Mstep: Class 21 contains 55926 members 
Mstep: Class 22 contains 12555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83324856.000000 Penalty: 47000.179688
Iteration 4F: 22 clusters Score -8.332486e+07 nChanged 160535
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 160595 members 
Mstep: Class 2 contains 21265 members 
Mstep: Class 3 contains 32872 members 
Mstep: Class 4 contains 22065 members 
Mstep: Class 5 contains 3494 members 
Mstep: Class 6 contains 31299 members 
Mstep: Class 7 contains 40172 members 
Mstep: Class 8 contains 8220 members 
Mstep: Class 10 contains 36123 members 
Mstep: Class 11 contains 20017 members 
Mstep: Class 12 contains 43462 members 
Mstep: Class 13 contains 64301 members 
Mstep: Class 14 contains 13939 members 
Mstep: Class 15 contains 28938 members 
Mstep: Class 16 contains 168492 members 
Mstep: Class 17 contains 30580 members 
Mstep: Class 18 contains 130418 members 
Mstep: Class 19 contains 18279 members 
Mstep: Class 20 contains 3543 members 
Mstep: Class 21 contains 69040 members 
Mstep: Class 22 contains 11167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83511168.000000 Penalty: 47000.179688
Iteration 5F: 22 clusters Score -8.351117e+07 nChanged 128637
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 177230 members 
Mstep: Class 2 contains 26744 members 
Mstep: Class 3 contains 29600 members 
Mstep: Class 4 contains 24025 members 
Mstep: Class 5 contains 3299 members 
Mstep: Class 6 contains 27705 members 
Mstep: Class 7 contains 37361 members 
Mstep: Class 8 contains 6217 members 
Mstep: Class 10 contains 37103 members 
Mstep: Class 11 contains 11300 members 
Mstep: Class 12 contains 50920 members 
Mstep: Class 13 contains 53685 members 
Mstep: Class 14 contains 13004 members 
Mstep: Class 15 contains 27843 members 
Mstep: Class 16 contains 148830 members 
Mstep: Class 17 contains 28539 members 
Mstep: Class 18 contains 145703 members 
Mstep: Class 19 contains 16589 members 
Mstep: Class 20 contains 2652 members 
Mstep: Class 21 contains 78726 members 
Mstep: Class 22 contains 11224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83645600.000000 Penalty: 47000.179688
Iteration 6F: 22 clusters Score -8.36456e+07 nChanged 106211
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 197195 members 
Mstep: Class 2 contains 31168 members 
Mstep: Class 3 contains 25934 members 
Mstep: Class 4 contains 25396 members 
Mstep: Class 5 contains 3237 members 
Mstep: Class 6 contains 24524 members 
Mstep: Class 7 contains 35336 members 
Mstep: Class 8 contains 5572 members 
Mstep: Class 10 contains 37944 members 
Mstep: Class 11 contains 5547 members 
Mstep: Class 12 contains 58145 members 
Mstep: Class 13 contains 44850 members 
Mstep: Class 14 contains 11942 members 
Mstep: Class 15 contains 26608 members 
Mstep: Class 16 contains 127632 members 
Mstep: Class 17 contains 26859 members 
Mstep: Class 18 contains 157009 members 
Mstep: Class 19 contains 14487 members 
Mstep: Class 20 contains 2410 members 
Mstep: Class 21 contains 84518 members 
Mstep: Class 22 contains 11998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83745816.000000 Penalty: 47000.179688
Iteration 7F: 22 clusters Score -8.374582e+07 nChanged 87330
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 218122 members 
Mstep: Class 2 contains 34242 members 
Mstep: Class 3 contains 22673 members 
Mstep: Class 4 contains 26034 members 
Mstep: Class 5 contains 3467 members 
Mstep: Class 6 contains 21412 members 
Mstep: Class 7 contains 33525 members 
Mstep: Class 8 contains 5504 members 
Mstep: Class 10 contains 37646 members 
Mstep: Class 11 contains 2795 members 
Mstep: Class 12 contains 64307 members 
Mstep: Class 13 contains 38315 members 
Mstep: Class 14 contains 10446 members 
Mstep: Class 15 contains 25645 members 
Mstep: Class 16 contains 109077 members 
Mstep: Class 17 contains 25552 members 
Mstep: Class 18 contains 164287 members 
Mstep: Class 19 contains 12004 members 
Mstep: Class 20 contains 2604 members 
Mstep: Class 21 contains 87619 members 
Mstep: Class 22 contains 13038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83824760.000000 Penalty: 47000.179688
Iteration 8F: 22 clusters Score -8.382476e+07 nChanged 70262
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 235563 members 
Mstep: Class 2 contains 36379 members 
Mstep: Class 3 contains 20418 members 
Mstep: Class 4 contains 26481 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 19031 members 
Mstep: Class 7 contains 31918 members 
Mstep: Class 8 contains 5592 members 
Mstep: Class 10 contains 36492 members 
Mstep: Class 11 contains 1762 members 
Mstep: Class 12 contains 69233 members 
Mstep: Class 13 contains 33396 members 
Mstep: Class 14 contains 8865 members 
Mstep: Class 15 contains 24781 members 
Mstep: Class 16 contains 94853 members 
Mstep: Class 17 contains 24785 members 
Mstep: Class 18 contains 168562 members 
Mstep: Class 19 contains 9623 members 
Mstep: Class 20 contains 3072 members 
Mstep: Class 21 contains 89171 members 
Mstep: Class 22 contains 14345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83884408.000000 Penalty: 47000.179688
Iteration 9F: 22 clusters Score -8.388441e+07 nChanged 57362
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 247427 members 
Mstep: Class 2 contains 37924 members 
Mstep: Class 3 contains 18519 members 
Mstep: Class 4 contains 27125 members 
Mstep: Class 5 contains 4401 members 
Mstep: Class 6 contains 20080 members 
Mstep: Class 7 contains 30764 members 
Mstep: Class 8 contains 5751 members 
Mstep: Class 10 contains 34942 members 
Mstep: Class 11 contains 1457 members 
Mstep: Class 12 contains 73108 members 
Mstep: Class 13 contains 29404 members 
Mstep: Class 14 contains 7397 members 
Mstep: Class 15 contains 24036 members 
Mstep: Class 16 contains 83647 members 
Mstep: Class 17 contains 24588 members 
Mstep: Class 18 contains 170804 members 
Mstep: Class 19 contains 7840 members 
Mstep: Class 20 contains 3780 members 
Mstep: Class 21 contains 89662 members 
Mstep: Class 22 contains 15661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83927672.000000 Penalty: 47000.179688
Iteration 10F: 22 clusters Score -8.392767e+07 nChanged 47632
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 254235 members 
Mstep: Class 2 contains 39291 members 
Mstep: Class 3 contains 17041 members 
Mstep: Class 4 contains 27587 members 
Mstep: Class 5 contains 4741 members 
Mstep: Class 6 contains 22048 members 
Mstep: Class 7 contains 31341 members 
Mstep: Class 8 contains 5938 members 
Mstep: Class 10 contains 33306 members 
Mstep: Class 11 contains 1468 members 
Mstep: Class 12 contains 76616 members 
Mstep: Class 13 contains 26208 members 
Mstep: Class 14 contains 6129 members 
Mstep: Class 15 contains 23414 members 
Mstep: Class 16 contains 74249 members 
Mstep: Class 17 contains 24757 members 
Mstep: Class 18 contains 171781 members 
Mstep: Class 19 contains 7176 members 
Mstep: Class 20 contains 4775 members 
Mstep: Class 21 contains 89288 members 
Mstep: Class 22 contains 16930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83965168.000000 Penalty: 47000.179688
Iteration 11Q: 22 clusters Score -8.396517e+07 nChanged 41436
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 257119 members 
Mstep: Class 2 contains 40677 members 
Mstep: Class 3 contains 15922 members 
Mstep: Class 4 contains 27409 members 
Mstep: Class 5 contains 5023 members 
Mstep: Class 6 contains 24151 members 
Mstep: Class 7 contains 34688 members 
Mstep: Class 8 contains 6179 members 
Mstep: Class 10 contains 31642 members 
Mstep: Class 11 contains 1633 members 
Mstep: Class 12 contains 80022 members 
Mstep: Class 13 contains 23380 members 
Mstep: Class 14 contains 5353 members 
Mstep: Class 15 contains 22920 members 
Mstep: Class 16 contains 66099 members 
Mstep: Class 17 contains 25172 members 
Mstep: Class 18 contains 171116 members 
Mstep: Class 19 contains 7554 members 
Mstep: Class 20 contains 6089 members 
Mstep: Class 21 contains 88129 members 
Mstep: Class 22 contains 18043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83996560.000000 Penalty: 47000.179688
Iteration 12Q: 22 clusters Score -8.399656e+07 nChanged 37489
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 257303 members 
Mstep: Class 2 contains 42155 members 
Mstep: Class 3 contains 15085 members 
Mstep: Class 4 contains 26673 members 
Mstep: Class 5 contains 5219 members 
Mstep: Class 6 contains 26104 members 
Mstep: Class 7 contains 40055 members 
Mstep: Class 8 contains 6649 members 
Mstep: Class 10 contains 30075 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 83821 members 
Mstep: Class 13 contains 20989 members 
Mstep: Class 14 contains 4919 members 
Mstep: Class 15 contains 22615 members 
Mstep: Class 16 contains 59245 members 
Mstep: Class 17 contains 25618 members 
Mstep: Class 18 contains 168875 members 
Mstep: Class 19 contains 8238 members 
Mstep: Class 20 contains 7491 members 
Mstep: Class 21 contains 86181 members 
Mstep: Class 22 contains 19076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84023120.000000 Penalty: 47000.179688
Iteration 13Q: 22 clusters Score -8.402312e+07 nChanged 34320
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 255699 members 
Mstep: Class 2 contains 43637 members 
Mstep: Class 3 contains 14553 members 
Mstep: Class 4 contains 25566 members 
Mstep: Class 5 contains 5352 members 
Mstep: Class 6 contains 27979 members 
Mstep: Class 7 contains 46118 members 
Mstep: Class 8 contains 7772 members 
Mstep: Class 10 contains 28646 members 
Mstep: Class 11 contains 2283 members 
Mstep: Class 12 contains 87964 members 
Mstep: Class 13 contains 18966 members 
Mstep: Class 14 contains 4669 members 
Mstep: Class 15 contains 22405 members 
Mstep: Class 16 contains 54089 members 
Mstep: Class 17 contains 25870 members 
Mstep: Class 18 contains 165292 members 
Mstep: Class 19 contains 8739 members 
Mstep: Class 20 contains 8911 members 
Mstep: Class 21 contains 83796 members 
Mstep: Class 22 contains 20014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84045656.000000 Penalty: 47000.179688
Iteration 14Q: 22 clusters Score -8.404566e+07 nChanged 32382
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 252653 members 
Mstep: Class 2 contains 45005 members 
Mstep: Class 3 contains 14361 members 
Mstep: Class 4 contains 24354 members 
Mstep: Class 5 contains 5427 members 
Mstep: Class 6 contains 29972 members 
Mstep: Class 7 contains 51935 members 
Mstep: Class 8 contains 9279 members 
Mstep: Class 10 contains 27277 members 
Mstep: Class 11 contains 2591 members 
Mstep: Class 12 contains 92909 members 
Mstep: Class 13 contains 17392 members 
Mstep: Class 14 contains 4551 members 
Mstep: Class 15 contains 22226 members 
Mstep: Class 16 contains 50415 members 
Mstep: Class 17 contains 25862 members 
Mstep: Class 18 contains 160924 members 
Mstep: Class 19 contains 9012 members 
Mstep: Class 20 contains 10352 members 
Mstep: Class 21 contains 80993 members 
Mstep: Class 22 contains 20830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84065600.000000 Penalty: 47000.179688
Iteration 15Q: 22 clusters Score -8.40656e+07 nChanged 30559
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 248701 members 
Mstep: Class 2 contains 46195 members 
Mstep: Class 3 contains 14510 members 
Mstep: Class 4 contains 23260 members 
Mstep: Class 5 contains 5464 members 
Mstep: Class 6 contains 32117 members 
Mstep: Class 7 contains 57317 members 
Mstep: Class 8 contains 10780 members 
Mstep: Class 10 contains 26186 members 
Mstep: Class 11 contains 2862 members 
Mstep: Class 12 contains 98305 members 
Mstep: Class 13 contains 16164 members 
Mstep: Class 14 contains 4471 members 
Mstep: Class 15 contains 22072 members 
Mstep: Class 16 contains 47804 members 
Mstep: Class 17 contains 25640 members 
Mstep: Class 18 contains 156233 members 
Mstep: Class 19 contains 9122 members 
Mstep: Class 20 contains 11693 members 
Mstep: Class 21 contains 77942 members 
Mstep: Class 22 contains 21482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84082776.000000 Penalty: 47000.179688
Iteration 16Q: 22 clusters Score -8.408278e+07 nChanged 28666
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 244002 members 
Mstep: Class 2 contains 47165 members 
Mstep: Class 3 contains 14943 members 
Mstep: Class 4 contains 22356 members 
Mstep: Class 5 contains 5499 members 
Mstep: Class 6 contains 34417 members 
Mstep: Class 7 contains 62227 members 
Mstep: Class 8 contains 12193 members 
Mstep: Class 10 contains 25340 members 
Mstep: Class 11 contains 3070 members 
Mstep: Class 12 contains 103918 members 
Mstep: Class 13 contains 15290 members 
Mstep: Class 14 contains 4432 members 
Mstep: Class 15 contains 21908 members 
Mstep: Class 16 contains 46041 members 
Mstep: Class 17 contains 25205 members 
Mstep: Class 18 contains 151415 members 
Mstep: Class 19 contains 9080 members 
Mstep: Class 20 contains 12892 members 
Mstep: Class 21 contains 74976 members 
Mstep: Class 22 contains 21950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84097864.000000 Penalty: 47000.179688
Iteration 17Q: 22 clusters Score -8.409786e+07 nChanged 26858
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 238705 members 
Mstep: Class 2 contains 47940 members 
Mstep: Class 3 contains 15532 members 
Mstep: Class 4 contains 21627 members 
Mstep: Class 5 contains 5506 members 
Mstep: Class 6 contains 36875 members 
Mstep: Class 7 contains 66907 members 
Mstep: Class 8 contains 13624 members 
Mstep: Class 10 contains 24550 members 
Mstep: Class 11 contains 3234 members 
Mstep: Class 12 contains 109501 members 
Mstep: Class 13 contains 14670 members 
Mstep: Class 14 contains 4420 members 
Mstep: Class 15 contains 21770 members 
Mstep: Class 16 contains 44872 members 
Mstep: Class 17 contains 24597 members 
Mstep: Class 18 contains 146499 members 
Mstep: Class 19 contains 8999 members 
Mstep: Class 20 contains 13896 members 
Mstep: Class 21 contains 72331 members 
Mstep: Class 22 contains 22264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84110576.000000 Penalty: 47000.179688
Iteration 18Q: 22 clusters Score -8.411058e+07 nChanged 24923
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 233174 members 
Mstep: Class 2 contains 48577 members 
Mstep: Class 3 contains 16054 members 
Mstep: Class 4 contains 21015 members 
Mstep: Class 5 contains 5504 members 
Mstep: Class 6 contains 39273 members 
Mstep: Class 7 contains 71438 members 
Mstep: Class 8 contains 15137 members 
Mstep: Class 10 contains 23807 members 
Mstep: Class 11 contains 3327 members 
Mstep: Class 12 contains 114732 members 
Mstep: Class 13 contains 14263 members 
Mstep: Class 14 contains 4433 members 
Mstep: Class 15 contains 21647 members 
Mstep: Class 16 contains 44168 members 
Mstep: Class 17 contains 23808 members 
Mstep: Class 18 contains 141518 members 
Mstep: Class 19 contains 8910 members 
Mstep: Class 20 contains 14626 members 
Mstep: Class 21 contains 70515 members 
Mstep: Class 22 contains 22393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84122128.000000 Penalty: 47000.179688
Iteration 19Q: 22 clusters Score -8.412213e+07 nChanged 23385
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 227562 members 
Mstep: Class 2 contains 49114 members 
Mstep: Class 3 contains 16602 members 
Mstep: Class 4 contains 20499 members 
Mstep: Class 5 contains 5519 members 
Mstep: Class 6 contains 41630 members 
Mstep: Class 7 contains 75949 members 
Mstep: Class 8 contains 16747 members 
Mstep: Class 10 contains 23048 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 119574 members 
Mstep: Class 13 contains 13954 members 
Mstep: Class 14 contains 4442 members 
Mstep: Class 15 contains 21538 members 
Mstep: Class 16 contains 43792 members 
Mstep: Class 17 contains 22843 members 
Mstep: Class 18 contains 136581 members 
Mstep: Class 19 contains 8813 members 
Mstep: Class 20 contains 15126 members 
Mstep: Class 21 contains 69264 members 
Mstep: Class 22 contains 22377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84134680.000000 Penalty: 47000.179688
Iteration 20F: 22 clusters Score -8.413468e+07 nChanged 24242
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 222208 members 
Mstep: Class 2 contains 49545 members 
Mstep: Class 3 contains 17106 members 
Mstep: Class 4 contains 20114 members 
Mstep: Class 5 contains 5500 members 
Mstep: Class 6 contains 43999 members 
Mstep: Class 7 contains 81450 members 
Mstep: Class 8 contains 18559 members 
Mstep: Class 10 contains 22299 members 
Mstep: Class 11 contains 3420 members 
Mstep: Class 12 contains 124001 members 
Mstep: Class 13 contains 13081 members 
Mstep: Class 14 contains 4491 members 
Mstep: Class 15 contains 21382 members 
Mstep: Class 16 contains 43548 members 
Mstep: Class 17 contains 21606 members 
Mstep: Class 18 contains 130589 members 
Mstep: Class 19 contains 9192 members 
Mstep: Class 20 contains 15654 members 
Mstep: Class 21 contains 68347 members 
Mstep: Class 22 contains 22228 members 
Entering Unmasked Estep 
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Score: -84146256.000000 Penalty: 47000.179688
Iteration 21Q: 22 clusters Score -8.414626e+07 nChanged 24594
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 217172 members 
Mstep: Class 2 contains 49941 members 
Mstep: Class 3 contains 17483 members 
Mstep: Class 4 contains 19745 members 
Mstep: Class 5 contains 5492 members 
Mstep: Class 6 contains 46433 members 
Mstep: Class 7 contains 88015 members 
Mstep: Class 8 contains 20418 members 
Mstep: Class 10 contains 21555 members 
Mstep: Class 11 contains 3440 members 
Mstep: Class 12 contains 128083 members 
Mstep: Class 13 contains 12772 members 
Mstep: Class 14 contains 4528 members 
Mstep: Class 15 contains 21239 members 
Mstep: Class 16 contains 43360 members 
Mstep: Class 17 contains 20292 members 
Mstep: Class 18 contains 123306 members 
Mstep: Class 19 contains 9350 members 
Mstep: Class 20 contains 15963 members 
Mstep: Class 21 contains 67841 members 
Mstep: Class 22 contains 21891 members 
Entering Unmasked Estep 
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Score: -84157848.000000 Penalty: 47000.179688
Iteration 22Q: 22 clusters Score -8.415785e+07 nChanged 25769
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 212410 members 
Mstep: Class 2 contains 50241 members 
Mstep: Class 3 contains 17847 members 
Mstep: Class 4 contains 19471 members 
Mstep: Class 5 contains 5457 members 
Mstep: Class 6 contains 48960 members 
Mstep: Class 7 contains 95983 members 
Mstep: Class 8 contains 22384 members 
Mstep: Class 10 contains 20969 members 
Mstep: Class 11 contains 3463 members 
Mstep: Class 12 contains 131814 members 
Mstep: Class 13 contains 12600 members 
Mstep: Class 14 contains 4579 members 
Mstep: Class 15 contains 21098 members 
Mstep: Class 16 contains 43221 members 
Mstep: Class 17 contains 18843 members 
Mstep: Class 18 contains 114397 members 
Mstep: Class 19 contains 9478 members 
Mstep: Class 20 contains 16115 members 
Mstep: Class 21 contains 67567 members 
Mstep: Class 22 contains 21422 members 
Entering Unmasked Estep 
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Iteration 23Q: 22 clusters Score -8.416922e+07 nChanged 27373
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 207843 members 
Mstep: Class 2 contains 50480 members 
Mstep: Class 3 contains 18172 members 
Mstep: Class 4 contains 19255 members 
Mstep: Class 5 contains 5438 members 
Mstep: Class 6 contains 51558 members 
Mstep: Class 7 contains 106025 members 
Mstep: Class 8 contains 24256 members 
Mstep: Class 10 contains 20542 members 
Mstep: Class 11 contains 3474 members 
Mstep: Class 12 contains 135270 members 
Mstep: Class 13 contains 12525 members 
Mstep: Class 14 contains 4624 members 
Mstep: Class 15 contains 20973 members 
Mstep: Class 16 contains 43127 members 
Mstep: Class 17 contains 17354 members 
Mstep: Class 18 contains 103233 members 
Mstep: Class 19 contains 9578 members 
Mstep: Class 20 contains 16180 members 
Mstep: Class 21 contains 67632 members 
Mstep: Class 22 contains 20780 members 
Entering Unmasked Estep 
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Score: -84183144.000000 Penalty: 47000.179688
Iteration 24Q: 22 clusters Score -8.418314e+07 nChanged 29768
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 203243 members 
Mstep: Class 2 contains 50671 members 
Mstep: Class 3 contains 18501 members 
Mstep: Class 4 contains 19076 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 54377 members 
Mstep: Class 7 contains 118806 members 
Mstep: Class 8 contains 25932 members 
Mstep: Class 10 contains 20372 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 12 contains 138298 members 
Mstep: Class 13 contains 12506 members 
Mstep: Class 14 contains 4695 members 
Mstep: Class 15 contains 20853 members 
Mstep: Class 16 contains 43044 members 
Mstep: Class 17 contains 15852 members 
Mstep: Class 18 contains 89302 members 
Mstep: Class 19 contains 9679 members 
Mstep: Class 20 contains 16129 members 
Mstep: Class 21 contains 68092 members 
Mstep: Class 22 contains 19982 members 
Entering Unmasked Estep 
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Iteration 25Q: 22 clusters Score -8.420187e+07 nChanged 31634
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 198660 members 
Mstep: Class 2 contains 50832 members 
Mstep: Class 3 contains 18834 members 
Mstep: Class 4 contains 18919 members 
Mstep: Class 5 contains 5326 members 
Mstep: Class 6 contains 57423 members 
Mstep: Class 7 contains 133519 members 
Mstep: Class 8 contains 27055 members 
Mstep: Class 10 contains 20418 members 
Mstep: Class 11 contains 3599 members 
Mstep: Class 12 contains 141073 members 
Mstep: Class 13 contains 12568 members 
Mstep: Class 14 contains 4738 members 
Mstep: Class 15 contains 20750 members 
Mstep: Class 16 contains 42958 members 
Mstep: Class 17 contains 14490 members 
Mstep: Class 18 contains 73679 members 
Mstep: Class 19 contains 9759 members 
Mstep: Class 20 contains 16039 members 
Mstep: Class 21 contains 68621 members 
Mstep: Class 22 contains 19060 members 
Entering Unmasked Estep 
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Iteration 26Q: 22 clusters Score -8.422519e+07 nChanged 29634
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 193887 members 
Mstep: Class 2 contains 50959 members 
Mstep: Class 3 contains 19182 members 
Mstep: Class 4 contains 18801 members 
Mstep: Class 5 contains 5289 members 
Mstep: Class 6 contains 60658 members 
Mstep: Class 7 contains 145640 members 
Mstep: Class 8 contains 26989 members 
Mstep: Class 10 contains 20659 members 
Mstep: Class 11 contains 3710 members 
Mstep: Class 12 contains 143500 members 
Mstep: Class 13 contains 12662 members 
Mstep: Class 14 contains 4772 members 
Mstep: Class 15 contains 20623 members 
Mstep: Class 16 contains 42861 members 
Mstep: Class 17 contains 13340 members 
Mstep: Class 18 contains 61465 members 
Mstep: Class 19 contains 9848 members 
Mstep: Class 20 contains 15875 members 
Mstep: Class 21 contains 69576 members 
Mstep: Class 22 contains 18024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84252432.000000 Penalty: 47000.179688
Iteration 27Q: 22 clusters Score -8.425243e+07 nChanged 23412
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 188825 members 
Mstep: Class 2 contains 51052 members 
Mstep: Class 3 contains 19621 members 
Mstep: Class 4 contains 18717 members 
Mstep: Class 5 contains 5280 members 
Mstep: Class 6 contains 64230 members 
Mstep: Class 7 contains 150324 members 
Mstep: Class 8 contains 25424 members 
Mstep: Class 10 contains 21024 members 
Mstep: Class 11 contains 3815 members 
Mstep: Class 12 contains 145549 members 
Mstep: Class 13 contains 12733 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 20498 members 
Mstep: Class 16 contains 42805 members 
Mstep: Class 17 contains 12421 members 
Mstep: Class 18 contains 57762 members 
Mstep: Class 19 contains 9951 members 
Mstep: Class 20 contains 15671 members 
Mstep: Class 21 contains 70931 members 
Mstep: Class 22 contains 16895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84275560.000000 Penalty: 47000.179688
Iteration 28Q: 22 clusters Score -8.427556e+07 nChanged 20376
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 184247 members 
Mstep: Class 2 contains 51130 members 
Mstep: Class 3 contains 20063 members 
Mstep: Class 4 contains 18644 members 
Mstep: Class 5 contains 5275 members 
Mstep: Class 6 contains 68042 members 
Mstep: Class 7 contains 151393 members 
Mstep: Class 8 contains 23222 members 
Mstep: Class 10 contains 21516 members 
Mstep: Class 11 contains 3929 members 
Mstep: Class 12 contains 147425 members 
Mstep: Class 13 contains 12764 members 
Mstep: Class 14 contains 4783 members 
Mstep: Class 15 contains 20344 members 
Mstep: Class 16 contains 42791 members 
Mstep: Class 17 contains 11843 members 
Mstep: Class 18 contains 57190 members 
Mstep: Class 19 contains 10049 members 
Mstep: Class 20 contains 15448 members 
Mstep: Class 21 contains 72387 members 
Mstep: Class 22 contains 15835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84293448.000000 Penalty: 47000.179688
Iteration 29Q: 22 clusters Score -8.429345e+07 nChanged 18168
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 180426 members 
Mstep: Class 2 contains 51197 members 
Mstep: Class 3 contains 20480 members 
Mstep: Class 4 contains 18581 members 
Mstep: Class 5 contains 5296 members 
Mstep: Class 6 contains 71955 members 
Mstep: Class 7 contains 151300 members 
Mstep: Class 8 contains 21316 members 
Mstep: Class 10 contains 22139 members 
Mstep: Class 11 contains 4055 members 
Mstep: Class 12 contains 149012 members 
Mstep: Class 13 contains 12684 members 
Mstep: Class 14 contains 4763 members 
Mstep: Class 15 contains 20148 members 
Mstep: Class 16 contains 42691 members 
Mstep: Class 17 contains 11489 members 
Mstep: Class 18 contains 57050 members 
Mstep: Class 19 contains 10143 members 
Mstep: Class 20 contains 15221 members 
Mstep: Class 21 contains 73574 members 
Mstep: Class 22 contains 14800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84304200.000000 Penalty: 47000.179688
Iteration 30Q: 22 clusters Score -8.43042e+07 nChanged 15359
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 176148 members 
Mstep: Class 2 contains 51251 members 
Mstep: Class 3 contains 20938 members 
Mstep: Class 4 contains 18534 members 
Mstep: Class 5 contains 5302 members 
Mstep: Class 6 contains 75767 members 
Mstep: Class 7 contains 150923 members 
Mstep: Class 8 contains 20187 members 
Mstep: Class 10 contains 22832 members 
Mstep: Class 11 contains 4153 members 
Mstep: Class 12 contains 150493 members 
Mstep: Class 13 contains 12484 members 
Mstep: Class 14 contains 4753 members 
Mstep: Class 15 contains 19937 members 
Mstep: Class 16 contains 42583 members 
Mstep: Class 17 contains 11247 members 
Mstep: Class 18 contains 57217 members 
Mstep: Class 19 contains 10206 members 
Mstep: Class 20 contains 14961 members 
Mstep: Class 21 contains 74545 members 
Mstep: Class 22 contains 13859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84308736.000000 Penalty: 47000.179688
Iteration 31Q: 22 clusters Score -8.430874e+07 nChanged 12767
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 171537 members 
Mstep: Class 2 contains 51293 members 
Mstep: Class 3 contains 21407 members 
Mstep: Class 4 contains 18500 members 
Mstep: Class 5 contains 5295 members 
Mstep: Class 6 contains 79384 members 
Mstep: Class 7 contains 150609 members 
Mstep: Class 8 contains 19583 members 
Mstep: Class 10 contains 23586 members 
Mstep: Class 11 contains 4238 members 
Mstep: Class 12 contains 151812 members 
Mstep: Class 13 contains 12247 members 
Mstep: Class 14 contains 4760 members 
Mstep: Class 15 contains 19735 members 
Mstep: Class 16 contains 42482 members 
Mstep: Class 17 contains 11075 members 
Mstep: Class 18 contains 57466 members 
Mstep: Class 19 contains 10257 members 
Mstep: Class 20 contains 14712 members 
Mstep: Class 21 contains 75238 members 
Mstep: Class 22 contains 13104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84312584.000000 Penalty: 47000.179688
Iteration 32Q: 22 clusters Score -8.431258e+07 nChanged 11183
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 166789 members 
Mstep: Class 2 contains 51336 members 
Mstep: Class 3 contains 21887 members 
Mstep: Class 4 contains 18466 members 
Mstep: Class 5 contains 5301 members 
Mstep: Class 6 contains 82781 members 
Mstep: Class 7 contains 150269 members 
Mstep: Class 8 contains 19352 members 
Mstep: Class 10 contains 24335 members 
Mstep: Class 11 contains 4340 members 
Mstep: Class 12 contains 153003 members 
Mstep: Class 13 contains 11947 members 
Mstep: Class 14 contains 4770 members 
Mstep: Class 15 contains 19529 members 
Mstep: Class 16 contains 42407 members 
Mstep: Class 17 contains 10939 members 
Mstep: Class 18 contains 57780 members 
Mstep: Class 19 contains 10273 members 
Mstep: Class 20 contains 14496 members 
Mstep: Class 21 contains 75806 members 
Mstep: Class 22 contains 12514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84315680.000000 Penalty: 47000.179688
Iteration 33Q: 22 clusters Score -8.431568e+07 nChanged 9756
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 162322 members 
Mstep: Class 2 contains 51369 members 
Mstep: Class 3 contains 22333 members 
Mstep: Class 4 contains 18439 members 
Mstep: Class 5 contains 5296 members 
Mstep: Class 6 contains 85845 members 
Mstep: Class 7 contains 149978 members 
Mstep: Class 8 contains 19313 members 
Mstep: Class 10 contains 25090 members 
Mstep: Class 11 contains 4409 members 
Mstep: Class 12 contains 154154 members 
Mstep: Class 13 contains 11610 members 
Mstep: Class 14 contains 4783 members 
Mstep: Class 15 contains 19386 members 
Mstep: Class 16 contains 42362 members 
Mstep: Class 17 contains 10842 members 
Mstep: Class 18 contains 58044 members 
Mstep: Class 19 contains 10284 members 
Mstep: Class 20 contains 14313 members 
Mstep: Class 21 contains 76093 members 
Mstep: Class 22 contains 12055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84317728.000000 Penalty: 47000.179688
Iteration 34Q: 22 clusters Score -8.431773e+07 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 158086 members 
Mstep: Class 2 contains 51397 members 
Mstep: Class 3 contains 22802 members 
Mstep: Class 4 contains 18414 members 
Mstep: Class 5 contains 5309 members 
Mstep: Class 6 contains 88584 members 
Mstep: Class 7 contains 149696 members 
Mstep: Class 8 contains 19382 members 
Mstep: Class 10 contains 25768 members 
Mstep: Class 11 contains 4465 members 
Mstep: Class 12 contains 155286 members 
Mstep: Class 13 contains 11270 members 
Mstep: Class 14 contains 4794 members 
Mstep: Class 15 contains 19259 members 
Mstep: Class 16 contains 42363 members 
Mstep: Class 17 contains 10785 members 
Mstep: Class 18 contains 58258 members 
Mstep: Class 19 contains 10283 members 
Mstep: Class 20 contains 14156 members 
Mstep: Class 21 contains 76261 members 
Mstep: Class 22 contains 11702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84319864.000000 Penalty: 47000.179688
Iteration 35Q: 22 clusters Score -8.431986e+07 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 154277 members 
Mstep: Class 2 contains 51426 members 
Mstep: Class 3 contains 23208 members 
Mstep: Class 4 contains 18388 members 
Mstep: Class 5 contains 5330 members 
Mstep: Class 6 contains 90891 members 
Mstep: Class 7 contains 149473 members 
Mstep: Class 8 contains 19580 members 
Mstep: Class 10 contains 26342 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 156378 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 19147 members 
Mstep: Class 16 contains 42359 members 
Mstep: Class 17 contains 10750 members 
Mstep: Class 18 contains 58408 members 
Mstep: Class 19 contains 10249 members 
Mstep: Class 20 contains 13974 members 
Mstep: Class 21 contains 76464 members 
Mstep: Class 22 contains 11439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84321592.000000 Penalty: 47000.179688
Iteration 36Q: 22 clusters Score -8.432159e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 150957 members 
Mstep: Class 2 contains 51444 members 
Mstep: Class 3 contains 23576 members 
Mstep: Class 4 contains 18374 members 
Mstep: Class 5 contains 5346 members 
Mstep: Class 6 contains 92723 members 
Mstep: Class 7 contains 149277 members 
Mstep: Class 8 contains 19853 members 
Mstep: Class 10 contains 26836 members 
Mstep: Class 11 contains 4552 members 
Mstep: Class 12 contains 157449 members 
Mstep: Class 13 contains 10541 members 
Mstep: Class 14 contains 4803 members 
Mstep: Class 15 contains 19061 members 
Mstep: Class 16 contains 42383 members 
Mstep: Class 17 contains 10720 members 
Mstep: Class 18 contains 58509 members 
Mstep: Class 19 contains 10241 members 
Mstep: Class 20 contains 13825 members 
Mstep: Class 21 contains 76602 members 
Mstep: Class 22 contains 11248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84322744.000000 Penalty: 47000.179688
Iteration 37Q: 22 clusters Score -8.432274e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 147919 members 
Mstep: Class 2 contains 51465 members 
Mstep: Class 3 contains 23957 members 
Mstep: Class 4 contains 18353 members 
Mstep: Class 5 contains 5359 members 
Mstep: Class 6 contains 94177 members 
Mstep: Class 7 contains 149075 members 
Mstep: Class 8 contains 20130 members 
Mstep: Class 10 contains 27251 members 
Mstep: Class 11 contains 4578 members 
Mstep: Class 12 contains 158534 members 
Mstep: Class 13 contains 10220 members 
Mstep: Class 14 contains 4817 members 
Mstep: Class 15 contains 18994 members 
Mstep: Class 16 contains 42420 members 
Mstep: Class 17 contains 10716 members 
Mstep: Class 18 contains 58588 members 
Mstep: Class 19 contains 10226 members 
Mstep: Class 20 contains 13725 members 
Mstep: Class 21 contains 76726 members 
Mstep: Class 22 contains 11090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84323504.000000 Penalty: 47000.179688
Iteration 38Q: 22 clusters Score -8.43235e+07 nChanged 5097
Entering ConstructFrom: 
Score: -84323504.000000 Penalty: 47000.179688
Entering ConstructFrom: 
Trying to split cluster 1 (145292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145292 members 
Entering Unmasked Estep 
Score: -13165686.000000 Penalty: 1931.556274
	Iteration 0F: 2 clusters Score -1.316569e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72456 members 
Mstep: Class 2 contains 72836 members 
Entering Unmasked Estep 
Score: -13067943.000000 Penalty: 3863.112549
	Iteration 0F: 3 clusters Score -1.306794e+07 nChanged 70340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68780 members 
Mstep: Class 2 contains 76512 members 
Entering Unmasked Estep 
Score: -13109201.000000 Penalty: 3863.112549
	Iteration 1F: 3 clusters Score -1.31092e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66755 members 
Mstep: Class 2 contains 78537 members 
Entering Unmasked Estep 
Score: -13110455.000000 Penalty: 3863.112549
	Iteration 2Q: 3 clusters Score -1.311046e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63773 members 
Mstep: Class 2 contains 81519 members 
Entering Unmasked Estep 
Score: -13112105.000000 Penalty: 3863.112549
	Iteration 3Q: 3 clusters Score -1.31121e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59492 members 
Mstep: Class 2 contains 85800 members 
Entering Unmasked Estep 
Score: -13114664.000000 Penalty: 3863.112549
	Iteration 4Q: 3 clusters Score -1.311466e+07 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53365 members 
Mstep: Class 2 contains 91927 members 
Entering Unmasked Estep 
Score: -13119130.000000 Penalty: 3863.112549
	Iteration 5F: 3 clusters Score -1.311913e+07 nChanged 9393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 100298 members 
Entering Unmasked Estep 
Score: -13126436.000000 Penalty: 3863.112549
	Iteration 6F: 3 clusters Score -1.312644e+07 nChanged 10701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 110191 members 
Entering Unmasked Estep 
Score: -13136232.000000 Penalty: 3863.112549
	Iteration 7F: 3 clusters Score -1.313623e+07 nChanged 10196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 119847 members 
Entering Unmasked Estep 
Score: -13145996.000000 Penalty: 3863.112549
	Iteration 8F: 3 clusters Score -1.3146e+07 nChanged 8146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 127549 members 
Entering Unmasked Estep 
Score: -13154050.000000 Penalty: 3863.112549
	Iteration 9F: 3 clusters Score -1.315405e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 132655 members 
Entering Unmasked Estep 
Score: -13158922.000000 Penalty: 3863.112549
	Iteration 10Q: 3 clusters Score -1.315892e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 135842 members 
Entering Unmasked Estep 
Score: -13161536.000000 Penalty: 3863.112549
	Iteration 11Q: 3 clusters Score -1.316154e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 137889 members 
Entering Unmasked Estep 
Score: -13163002.000000 Penalty: 3863.112549
	Iteration 12Q: 3 clusters Score -1.3163e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 139245 members 
Entering Unmasked Estep 
Score: -13163776.000000 Penalty: 3863.112549
	Iteration 13Q: 3 clusters Score -1.316378e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 140148 members 
Entering Unmasked Estep 
Score: -13164254.000000 Penalty: 3863.112549
	Iteration 14Q: 3 clusters Score -1.316425e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 140746 members 
Entering Unmasked Estep 
Score: -13164660.000000 Penalty: 3863.112549
	Iteration 15Q: 3 clusters Score -1.316466e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 141155 members 
Entering Unmasked Estep 
Score: -13165111.000000 Penalty: 3863.112549
	Iteration 16Q: 3 clusters Score -1.316511e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 141429 members 
Entering Unmasked Estep 
Score: -13165866.000000 Penalty: 3863.112549
	Iteration 17Q: 3 clusters Score -1.316587e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 141415 members 
Entering Unmasked Estep 
Score: -13166398.000000 Penalty: 3863.112549
	Iteration 18Q: 3 clusters Score -1.31664e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 141240 members 
Entering Unmasked Estep 
Score: -13166632.000000 Penalty: 3863.112549
	Iteration 19Q: 3 clusters Score -1.316663e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 141005 members 
Entering Unmasked Estep 
Score: -13166762.000000 Penalty: 3863.112549
	Iteration 20F: 3 clusters Score -1.316676e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 140772 members 
Entering Unmasked Estep 
Score: -13166850.000000 Penalty: 3863.112549
	Iteration 21Q: 3 clusters Score -1.316685e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 140590 members 
Entering Unmasked Estep 
Score: -13166915.000000 Penalty: 3863.112549
	Iteration 22Q: 3 clusters Score -1.316692e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 140434 members 
Entering Unmasked Estep 
Score: -13166967.000000 Penalty: 3863.112549
	Iteration 23Q: 3 clusters Score -1.316697e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 140284 members 
Entering Unmasked Estep 
Score: -13167026.000000 Penalty: 3863.112549
	Iteration 24Q: 3 clusters Score -1.316703e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 140140 members 
Entering Unmasked Estep 
Score: -13167040.000000 Penalty: 3863.112549
	Iteration 25Q: 3 clusters Score -1.316704e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 140015 members 
Entering Unmasked Estep 
Score: -13167061.000000 Penalty: 3863.112549
	Iteration 26Q: 3 clusters Score -1.316706e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 139911 members 
Entering Unmasked Estep 
Score: -13167077.000000 Penalty: 3863.112549
	Iteration 27Q: 3 clusters Score -1.316708e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 139821 members 
Entering Unmasked Estep 
Score: -13167080.000000 Penalty: 3863.112549
	Iteration 28Q: 3 clusters Score -1.316708e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 139744 members 
Entering Unmasked Estep 
Score: -13167088.000000 Penalty: 3863.112549
	Iteration 29Q: 3 clusters Score -1.316709e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 139668 members 
Entering Unmasked Estep 
Score: -13167080.000000 Penalty: 3863.112549
	Iteration 30Q: 3 clusters Score -1.316708e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 139611 members 
Entering Unmasked Estep 
Score: -13167093.000000 Penalty: 3863.112549
	Iteration 31Q: 3 clusters Score -1.316709e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 139567 members 
Entering Unmasked Estep 
Score: -13167077.000000 Penalty: 3863.112549
	Iteration 32Q: 3 clusters Score -1.316708e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 139535 members 
Entering Unmasked Estep 
Score: -13167073.000000 Penalty: 3863.112549
	Iteration 33Q: 3 clusters Score -1.316707e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 139508 members 
Entering Unmasked Estep 
Score: -13167096.000000 Penalty: 3863.112549
	Iteration 34Q: 3 clusters Score -1.31671e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 139473 members 
Entering Unmasked Estep 
Score: -13167082.000000 Penalty: 3863.112549
	Iteration 35Q: 3 clusters Score -1.316708e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 139445 members 
Entering Unmasked Estep 
Score: -13167097.000000 Penalty: 3863.112549
	Iteration 36Q: 3 clusters Score -1.31671e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 139417 members 
Entering Unmasked Estep 
Score: -13167091.000000 Penalty: 3863.112549
	Iteration 37Q: 3 clusters Score -1.316709e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 139393 members 
Entering Unmasked Estep 
Score: -13167068.000000 Penalty: 3863.112549
	Iteration 38Q: 3 clusters Score -1.316707e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 139368 members 
Entering Unmasked Estep 
Score: -13167070.000000 Penalty: 3863.112549
	Iteration 39Q: 3 clusters Score -1.316707e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 139351 members 
Entering Unmasked Estep 
Score: -13167077.000000 Penalty: 3863.112549
	Iteration 40F: 3 clusters Score -1.316708e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 139335 members 
Entering Unmasked Estep 
Score: -13167073.000000 Penalty: 3863.112549
	Iteration 41Q: 3 clusters Score -1.316707e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 139315 members 
Entering Unmasked Estep 
Score: -13167067.000000 Penalty: 3863.112549
	Iteration 42Q: 3 clusters Score -1.316707e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 139301 members 
Entering Unmasked Estep 
Score: -13167064.000000 Penalty: 3863.112549
	Iteration 43Q: 3 clusters Score -1.316706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 139289 members 
Entering Unmasked Estep 
Score: -13167057.000000 Penalty: 3863.112549
	Iteration 44Q: 3 clusters Score -1.316706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 139279 members 
Entering Unmasked Estep 
Score: -13167055.000000 Penalty: 3863.112549
	Iteration 45Q: 3 clusters Score -1.316706e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 139272 members 
Entering Unmasked Estep 
Score: -13167063.000000 Penalty: 3863.112549
	Iteration 46Q: 3 clusters Score -1.316706e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 139267 members 
Entering Unmasked Estep 
Score: -13167070.000000 Penalty: 3863.112549
	Iteration 47Q: 3 clusters Score -1.316707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 139263 members 
Entering Unmasked Estep 
Score: -13167072.000000 Penalty: 3863.112549
	Iteration 48Q: 3 clusters Score -1.316707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 139261 members 
Entering Unmasked Estep 
Score: -13167076.000000 Penalty: 3863.112549
	Iteration 49Q: 3 clusters Score -1.316708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 139261 members 
Entering Unmasked Estep 
Score: -13167069.000000 Penalty: 3863.112549
	Iteration 50Q: 3 clusters Score -1.316707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 139258 members 
Entering Unmasked Estep 
Score: -13167060.000000 Penalty: 3863.112549
	Iteration 51Q: 3 clusters Score -1.316706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 139256 members 
Entering Unmasked Estep 
Score: -13167059.000000 Penalty: 3863.112549
	Iteration 52Q: 3 clusters Score -1.316706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 139253 members 
Entering Unmasked Estep 
Score: -13167059.000000 Penalty: 3863.112549
	Iteration 53Q: 3 clusters Score -1.316706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 139247 members 
Entering Unmasked Estep 
Score: -13167061.000000 Penalty: 3863.112549
	Iteration 54Q: 3 clusters Score -1.316706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 139244 members 
Entering Unmasked Estep 
Score: -13167073.000000 Penalty: 3863.112549
	Iteration 55Q: 3 clusters Score -1.316707e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 139238 members 
Entering Unmasked Estep 
Score: -13167069.000000 Penalty: 3863.112549
	Iteration 56Q: 3 clusters Score -1.316707e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 139232 members 
Entering Unmasked Estep 
Score: -13167069.000000 Penalty: 3863.112549
	Iteration 57Q: 3 clusters Score -1.316707e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 139225 members 
Entering Unmasked Estep 
Score: -13167057.000000 Penalty: 3863.112549
	Iteration 58Q: 3 clusters Score -1.316706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 139216 members 
Entering Unmasked Estep 
Score: -13167059.000000 Penalty: 3863.112549
	Iteration 59Q: 3 clusters Score -1.316706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 139211 members 
Entering Unmasked Estep 
Score: -13167056.000000 Penalty: 3863.112549
	Iteration 60F: 3 clusters Score -1.316706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 139208 members 
Entering Unmasked Estep 
Score: -13167065.000000 Penalty: 3863.112549
	Iteration 61Q: 3 clusters Score -1.316706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 139202 members 
Entering Unmasked Estep 
Score: -13167060.000000 Penalty: 3863.112549
	Iteration 62Q: 3 clusters Score -1.316706e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 139195 members 
Entering Unmasked Estep 
Score: -13167051.000000 Penalty: 3863.112549
	Iteration 63Q: 3 clusters Score -1.316705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 139188 members 
Entering Unmasked Estep 
Score: -13167048.000000 Penalty: 3863.112549
	Iteration 64Q: 3 clusters Score -1.316705e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 139182 members 
Entering Unmasked Estep 
Score: -13167036.000000 Penalty: 3863.112549
	Iteration 65Q: 3 clusters Score -1.316704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 139176 members 
Entering Unmasked Estep 
Score: -13167046.000000 Penalty: 3863.112549
	Iteration 66Q: 3 clusters Score -1.316705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 139171 members 
Entering Unmasked Estep 
Score: -13167048.000000 Penalty: 3863.112549
	Iteration 67Q: 3 clusters Score -1.316705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 139166 members 
Entering Unmasked Estep 
Score: -13167038.000000 Penalty: 3863.112549
	Iteration 68Q: 3 clusters Score -1.316704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 139162 members 
Entering Unmasked Estep 
Score: -13167042.000000 Penalty: 3863.112549
	Iteration 69Q: 3 clusters Score -1.316704e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 139156 members 
Entering Unmasked Estep 
Score: -13167036.000000 Penalty: 3863.112549
	Iteration 70Q: 3 clusters Score -1.316704e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 139151 members 
Entering Unmasked Estep 
Score: -13167036.000000 Penalty: 3863.112549
	Iteration 71Q: 3 clusters Score -1.316704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 139148 members 
Entering Unmasked Estep 
Score: -13167026.000000 Penalty: 3863.112549
	Iteration 72Q: 3 clusters Score -1.316703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 139147 members 
Entering Unmasked Estep 
Score: -13167030.000000 Penalty: 3863.112549
	Iteration 73Q: 3 clusters Score -1.316703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 139146 members 
Entering Unmasked Estep 
Score: -13167035.000000 Penalty: 3863.112549
	Iteration 74Q: 3 clusters Score -1.316704e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 139146 members 
Entering Unmasked Estep 
Score: -13167035.000000 Penalty: 3863.112549
	Iteration 75F: 3 clusters Score -1.316704e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 51483 members 
Mstep: Class 3 contains 24333 members 
Mstep: Class 4 contains 18336 members 
Mstep: Class 5 contains 5372 members 
Mstep: Class 6 contains 95238 members 
Mstep: Class 7 contains 148876 members 
Mstep: Class 8 contains 20406 members 
Mstep: Class 9 contains 139146 members 
Mstep: Class 10 contains 27618 members 
Mstep: Class 11 contains 4604 members 
Mstep: Class 12 contains 159632 members 
Mstep: Class 13 contains 9924 members 
Mstep: Class 14 contains 4814 members 
Mstep: Class 15 contains 18960 members 
Mstep: Class 16 contains 42464 members 
Mstep: Class 17 contains 10703 members 
Mstep: Class 18 contains 58636 members 
Mstep: Class 19 contains 10205 members 
Mstep: Class 20 contains 13620 members 
Mstep: Class 21 contains 76818 members 
Mstep: Class 22 contains 10986 members 
Entering Unmasked Estep 
Score: -84324112.000000 Penalty: 49238.285156
Splitting cluster 1 changes total score from -84323504.000000 to -84324112.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 2 (51483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51483 members 
Entering Unmasked Estep 
Score: -4614926.500000 Penalty: 1762.963623
	Iteration 0F: 2 clusters Score -4614926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -4580404.000000 Penalty: 3525.927246
	Iteration 0F: 3 clusters Score -4580404 nChanged 24283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -4594210.500000 Penalty: 3525.927246
	Iteration 1F: 3 clusters Score -4594210 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -4594926.000000 Penalty: 3525.927246
	Iteration 2Q: 3 clusters Score -4594926 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -4595861.500000 Penalty: 3525.927246
	Iteration 3Q: 3 clusters Score -4595862 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -4597006.000000 Penalty: 3525.927246
	Iteration 4F: 3 clusters Score -4597006 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -4598301.500000 Penalty: 3525.927246
	Iteration 5F: 3 clusters Score -4598302 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -4599576.000000 Penalty: 3525.927246
	Iteration 6F: 3 clusters Score -4599576 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -4600897.000000 Penalty: 3525.927246
	Iteration 7F: 3 clusters Score -4600897 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -4602332.500000 Penalty: 3525.927246
	Iteration 8F: 3 clusters Score -4602332 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -4604004.500000 Penalty: 3525.927246
	Iteration 9F: 3 clusters Score -4604004 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -4606071.000000 Penalty: 3525.927246
	Iteration 10F: 3 clusters Score -4606071 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 42554 members 
Entering Unmasked Estep 
Score: -4608487.000000 Penalty: 3525.927246
	Iteration 11Q: 3 clusters Score -4608487 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -4610803.000000 Penalty: 3525.927246
	Iteration 12Q: 3 clusters Score -4610803 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 45877 members 
Entering Unmasked Estep 
Score: -4612367.500000 Penalty: 3525.927246
	Iteration 13Q: 3 clusters Score -4612368 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -4613226.000000 Penalty: 3525.927246
	Iteration 14Q: 3 clusters Score -4613226 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 47416 members 
Entering Unmasked Estep 
Score: -4613750.500000 Penalty: 3525.927246
	Iteration 15Q: 3 clusters Score -4613750 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 47879 members 
Entering Unmasked Estep 
Score: -4614058.500000 Penalty: 3525.927246
	Iteration 16Q: 3 clusters Score -4614058 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 48231 members 
Entering Unmasked Estep 
Score: -4614295.000000 Penalty: 3525.927246
	Iteration 17Q: 3 clusters Score -4614295 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 48478 members 
Entering Unmasked Estep 
Score: -4614430.500000 Penalty: 3525.927246
	Iteration 18Q: 3 clusters Score -4614430 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 48651 members 
Entering Unmasked Estep 
Score: -4614508.000000 Penalty: 3525.927246
	Iteration 19Q: 3 clusters Score -4614508 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 48772 members 
Entering Unmasked Estep 
Score: -4614557.500000 Penalty: 3525.927246
	Iteration 20F: 3 clusters Score -4614558 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 48857 members 
Entering Unmasked Estep 
Score: -4614565.500000 Penalty: 3525.927246
	Iteration 21Q: 3 clusters Score -4614566 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 48909 members 
Entering Unmasked Estep 
Score: -4614584.500000 Penalty: 3525.927246
	Iteration 22Q: 3 clusters Score -4614584 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 48949 members 
Entering Unmasked Estep 
Score: -4614580.500000 Penalty: 3525.927246
	Iteration 23Q: 3 clusters Score -4614580 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 48989 members 
Entering Unmasked Estep 
Score: -4614588.500000 Penalty: 3525.927246
	Iteration 24Q: 3 clusters Score -4614588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 49015 members 
Entering Unmasked Estep 
Score: -4614603.500000 Penalty: 3525.927246
	Iteration 25Q: 3 clusters Score -4614604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 49041 members 
Entering Unmasked Estep 
Score: -4614606.500000 Penalty: 3525.927246
	Iteration 26Q: 3 clusters Score -4614606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 49058 members 
Entering Unmasked Estep 
Score: -4614613.500000 Penalty: 3525.927246
	Iteration 27Q: 3 clusters Score -4614614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 49075 members 
Entering Unmasked Estep 
Score: -4614617.000000 Penalty: 3525.927246
	Iteration 28Q: 3 clusters Score -4614617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 49090 members 
Entering Unmasked Estep 
Score: -4614607.500000 Penalty: 3525.927246
	Iteration 29Q: 3 clusters Score -4614608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 49102 members 
Entering Unmasked Estep 
Score: -4614614.500000 Penalty: 3525.927246
	Iteration 30Q: 3 clusters Score -4614614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 49110 members 
Entering Unmasked Estep 
Score: -4614606.000000 Penalty: 3525.927246
	Iteration 31Q: 3 clusters Score -4614606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 49114 members 
Entering Unmasked Estep 
Score: -4614606.000000 Penalty: 3525.927246
	Iteration 32Q: 3 clusters Score -4614606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 49117 members 
Entering Unmasked Estep 
Score: -4614606.000000 Penalty: 3525.927246
	Iteration 33Q: 3 clusters Score -4614606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 49118 members 
Entering Unmasked Estep 
Score: -4614606.000000 Penalty: 3525.927246
	Iteration 34Q: 3 clusters Score -4614606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 49118 members 
Entering Unmasked Estep 
Score: -4614606.000000 Penalty: 3525.927246
	Iteration 35F: 3 clusters Score -4614606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Entering Unmasked Estep 
Score: -2214202.000000 Penalty: 1641.183105
	Iteration 0F: 2 clusters Score -2214202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2197863.250000 Penalty: 3282.366211
	Iteration 0F: 3 clusters Score -2197863 nChanged 10978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2204267.750000 Penalty: 3282.366211
	Iteration 1F: 3 clusters Score -2204268 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2205120.250000 Penalty: 3282.366211
	Iteration 2F: 3 clusters Score -2205120 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2206162.500000 Penalty: 3282.366211
	Iteration 3F: 3 clusters Score -2206162 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2207248.250000 Penalty: 3282.366211
	Iteration 4F: 3 clusters Score -2207248 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -2208394.500000 Penalty: 3282.366211
	Iteration 5F: 3 clusters Score -2208394 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2209417.500000 Penalty: 3282.366211
	Iteration 6F: 3 clusters Score -2209418 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -2210312.500000 Penalty: 3282.366211
	Iteration 7F: 3 clusters Score -2210312 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2210971.000000 Penalty: 3282.366211
	Iteration 8Q: 3 clusters Score -2210971 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -2211465.000000 Penalty: 3282.366211
	Iteration 9Q: 3 clusters Score -2211465 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -2211862.500000 Penalty: 3282.366211
	Iteration 10Q: 3 clusters Score -2211862 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2212159.250000 Penalty: 3282.366211
	Iteration 11Q: 3 clusters Score -2212159 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2212389.250000 Penalty: 3282.366211
	Iteration 12Q: 3 clusters Score -2212389 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2212569.500000 Penalty: 3282.366211
	Iteration 13Q: 3 clusters Score -2212570 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2212731.000000 Penalty: 3282.366211
	Iteration 14Q: 3 clusters Score -2212731 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2212853.250000 Penalty: 3282.366211
	Iteration 15Q: 3 clusters Score -2212853 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2212931.500000 Penalty: 3282.366211
	Iteration 16Q: 3 clusters Score -2212932 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2212998.000000 Penalty: 3282.366211
	Iteration 17Q: 3 clusters Score -2212998 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2213044.500000 Penalty: 3282.366211
	Iteration 18Q: 3 clusters Score -2213044 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2213098.250000 Penalty: 3282.366211
	Iteration 19Q: 3 clusters Score -2213098 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2213138.500000 Penalty: 3282.366211
	Iteration 20F: 3 clusters Score -2213138 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2213175.750000 Penalty: 3282.366211
	Iteration 21Q: 3 clusters Score -2213176 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2213201.750000 Penalty: 3282.366211
	Iteration 22Q: 3 clusters Score -2213202 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2213230.000000 Penalty: 3282.366211
	Iteration 23Q: 3 clusters Score -2213230 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2213254.000000 Penalty: 3282.366211
	Iteration 24Q: 3 clusters Score -2213254 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2213277.500000 Penalty: 3282.366211
	Iteration 25Q: 3 clusters Score -2213278 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2213290.000000 Penalty: 3282.366211
	Iteration 26Q: 3 clusters Score -2213290 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2213312.000000 Penalty: 3282.366211
	Iteration 27Q: 3 clusters Score -2213312 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2213323.000000 Penalty: 3282.366211
	Iteration 28Q: 3 clusters Score -2213323 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2213339.750000 Penalty: 3282.366211
	Iteration 29Q: 3 clusters Score -2213340 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2213357.750000 Penalty: 3282.366211
	Iteration 30Q: 3 clusters Score -2213358 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2213367.000000 Penalty: 3282.366211
	Iteration 31Q: 3 clusters Score -2213367 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2213376.500000 Penalty: 3282.366211
	Iteration 32Q: 3 clusters Score -2213376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2213382.500000 Penalty: 3282.366211
	Iteration 33Q: 3 clusters Score -2213382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2213391.250000 Penalty: 3282.366211
	Iteration 34Q: 3 clusters Score -2213391 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2213404.250000 Penalty: 3282.366211
	Iteration 35Q: 3 clusters Score -2213404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2213405.000000 Penalty: 3282.366211
	Iteration 36Q: 3 clusters Score -2213405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2213411.000000 Penalty: 3282.366211
	Iteration 37Q: 3 clusters Score -2213411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2213416.750000 Penalty: 3282.366211
	Iteration 38Q: 3 clusters Score -2213417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2213420.250000 Penalty: 3282.366211
	Iteration 39Q: 3 clusters Score -2213420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2213421.250000 Penalty: 3282.366211
	Iteration 40F: 3 clusters Score -2213421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2213422.250000 Penalty: 3282.366211
	Iteration 41Q: 3 clusters Score -2213422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2213426.000000 Penalty: 3282.366211
	Iteration 42Q: 3 clusters Score -2213426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2213428.250000 Penalty: 3282.366211
	Iteration 43Q: 3 clusters Score -2213428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2213432.750000 Penalty: 3282.366211
	Iteration 44Q: 3 clusters Score -2213433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2213437.000000 Penalty: 3282.366211
	Iteration 45Q: 3 clusters Score -2213437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2213436.750000 Penalty: 3282.366211
	Iteration 46Q: 3 clusters Score -2213437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2213442.500000 Penalty: 3282.366211
	Iteration 47Q: 3 clusters Score -2213442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2213440.250000 Penalty: 3282.366211
	Iteration 48Q: 3 clusters Score -2213440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2213444.500000 Penalty: 3282.366211
	Iteration 49Q: 3 clusters Score -2213444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2213451.750000 Penalty: 3282.366211
	Iteration 50Q: 3 clusters Score -2213452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2213456.250000 Penalty: 3282.366211
	Iteration 51Q: 3 clusters Score -2213456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2213460.750000 Penalty: 3282.366211
	Iteration 52Q: 3 clusters Score -2213461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2213464.500000 Penalty: 3282.366211
	Iteration 53Q: 3 clusters Score -2213464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2213467.250000 Penalty: 3282.366211
	Iteration 54Q: 3 clusters Score -2213467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2213473.250000 Penalty: 3282.366211
	Iteration 55Q: 3 clusters Score -2213473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2213476.000000 Penalty: 3282.366211
	Iteration 56Q: 3 clusters Score -2213476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2213476.750000 Penalty: 3282.366211
	Iteration 57Q: 3 clusters Score -2213477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2213478.500000 Penalty: 3282.366211
	Iteration 58Q: 3 clusters Score -2213478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2213480.000000 Penalty: 3282.366211
	Iteration 59Q: 3 clusters Score -2213480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2213480.750000 Penalty: 3282.366211
	Iteration 60F: 3 clusters Score -2213481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2213481.750000 Penalty: 3282.366211
	Iteration 61Q: 3 clusters Score -2213482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2213482.500000 Penalty: 3282.366211
	Iteration 62Q: 3 clusters Score -2213482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2213483.250000 Penalty: 3282.366211
	Iteration 63Q: 3 clusters Score -2213483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2213483.250000 Penalty: 3282.366211
	Iteration 64Q: 3 clusters Score -2213483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2213482.000000 Penalty: 3282.366211
	Iteration 65Q: 3 clusters Score -2213482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2213485.750000 Penalty: 3282.366211
	Iteration 66Q: 3 clusters Score -2213486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2213482.750000 Penalty: 3282.366211
	Iteration 67Q: 3 clusters Score -2213483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2213484.000000 Penalty: 3282.366211
	Iteration 68Q: 3 clusters Score -2213484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2213482.500000 Penalty: 3282.366211
	Iteration 69Q: 3 clusters Score -2213482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2213484.000000 Penalty: 3282.366211
	Iteration 70Q: 3 clusters Score -2213484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2213484.000000 Penalty: 3282.366211
	Iteration 71Q: 3 clusters Score -2213484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2213482.000000 Penalty: 3282.366211
	Iteration 72Q: 3 clusters Score -2213482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2213483.750000 Penalty: 3282.366211
	Iteration 73Q: 3 clusters Score -2213484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2213483.750000 Penalty: 3282.366211
	Iteration 74F: 3 clusters Score -2213484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Entering Unmasked Estep 
Score: -1487952.250000 Penalty: 1595.201050
	Iteration 0F: 2 clusters Score -1487952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1475495.625000 Penalty: 3190.402100
	Iteration 0F: 3 clusters Score -1475496 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1480560.625000 Penalty: 3190.402100
	Iteration 1F: 3 clusters Score -1480561 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1481568.375000 Penalty: 3190.402100
	Iteration 2F: 3 clusters Score -1481568 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1482591.625000 Penalty: 3190.402100
	Iteration 3F: 3 clusters Score -1482592 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1483504.500000 Penalty: 3190.402100
	Iteration 4F: 3 clusters Score -1483504 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1484266.125000 Penalty: 3190.402100
	Iteration 5F: 3 clusters Score -1484266 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1484817.750000 Penalty: 3190.402100
	Iteration 6F: 3 clusters Score -1484818 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1485257.875000 Penalty: 3190.402100
	Iteration 7Q: 3 clusters Score -1485258 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1485655.250000 Penalty: 3190.402100
	Iteration 8Q: 3 clusters Score -1485655 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1486116.375000 Penalty: 3190.402100
	Iteration 9Q: 3 clusters Score -1486116 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1486502.000000 Penalty: 3190.402100
	Iteration 10Q: 3 clusters Score -1486502 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1486789.750000 Penalty: 3190.402100
	Iteration 11Q: 3 clusters Score -1486790 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1487006.875000 Penalty: 3190.402100
	Iteration 12Q: 3 clusters Score -1487007 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1487174.250000 Penalty: 3190.402100
	Iteration 13Q: 3 clusters Score -1487174 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1487308.250000 Penalty: 3190.402100
	Iteration 14Q: 3 clusters Score -1487308 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1487408.875000 Penalty: 3190.402100
	Iteration 15Q: 3 clusters Score -1487409 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1487494.750000 Penalty: 3190.402100
	Iteration 16Q: 3 clusters Score -1487495 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1487550.375000 Penalty: 3190.402100
	Iteration 17Q: 3 clusters Score -1487550 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1487627.250000 Penalty: 3190.402100
	Iteration 18Q: 3 clusters Score -1487627 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1487687.375000 Penalty: 3190.402100
	Iteration 19Q: 3 clusters Score -1487687 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1487741.250000 Penalty: 3190.402100
	Iteration 20F: 3 clusters Score -1487741 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1487807.500000 Penalty: 3190.402100
	Iteration 21Q: 3 clusters Score -1487808 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1487860.125000 Penalty: 3190.402100
	Iteration 22Q: 3 clusters Score -1487860 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1487906.125000 Penalty: 3190.402100
	Iteration 23Q: 3 clusters Score -1487906 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1487938.125000 Penalty: 3190.402100
	Iteration 24Q: 3 clusters Score -1487938 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1487980.875000 Penalty: 3190.402100
	Iteration 25Q: 3 clusters Score -1487981 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1488034.750000 Penalty: 3190.402100
	Iteration 26Q: 3 clusters Score -1488035 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1488081.875000 Penalty: 3190.402100
	Iteration 27Q: 3 clusters Score -1488082 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1488129.375000 Penalty: 3190.402100
	Iteration 28Q: 3 clusters Score -1488129 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1488165.250000 Penalty: 3190.402100
	Iteration 29Q: 3 clusters Score -1488165 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1488188.500000 Penalty: 3190.402100
	Iteration 30Q: 3 clusters Score -1488188 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1488210.500000 Penalty: 3190.402100
	Iteration 31Q: 3 clusters Score -1488210 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1488223.750000 Penalty: 3190.402100
	Iteration 32Q: 3 clusters Score -1488224 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1488231.875000 Penalty: 3190.402100
	Iteration 33Q: 3 clusters Score -1488232 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1488237.875000 Penalty: 3190.402100
	Iteration 34Q: 3 clusters Score -1488238 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1488241.875000 Penalty: 3190.402100
	Iteration 35Q: 3 clusters Score -1488242 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1488246.625000 Penalty: 3190.402100
	Iteration 36Q: 3 clusters Score -1488247 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1488253.500000 Penalty: 3190.402100
	Iteration 37Q: 3 clusters Score -1488254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1488254.750000 Penalty: 3190.402100
	Iteration 38Q: 3 clusters Score -1488255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1488253.125000 Penalty: 3190.402100
	Iteration 39Q: 3 clusters Score -1488253 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1488253.500000 Penalty: 3190.402100
	Iteration 40F: 3 clusters Score -1488254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1488258.000000 Penalty: 3190.402100
	Iteration 41Q: 3 clusters Score -1488258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1488259.250000 Penalty: 3190.402100
	Iteration 42Q: 3 clusters Score -1488259 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1488260.125000 Penalty: 3190.402100
	Iteration 43Q: 3 clusters Score -1488260 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1488256.875000 Penalty: 3190.402100
	Iteration 44Q: 3 clusters Score -1488257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1488266.375000 Penalty: 3190.402100
	Iteration 45Q: 3 clusters Score -1488266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1488268.625000 Penalty: 3190.402100
	Iteration 46Q: 3 clusters Score -1488269 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1488268.750000 Penalty: 3190.402100
	Iteration 47Q: 3 clusters Score -1488269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1488270.500000 Penalty: 3190.402100
	Iteration 48Q: 3 clusters Score -1488270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1488270.000000 Penalty: 3190.402100
	Iteration 49Q: 3 clusters Score -1488270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1488278.250000 Penalty: 3190.402100
	Iteration 50Q: 3 clusters Score -1488278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1488277.625000 Penalty: 3190.402100
	Iteration 51Q: 3 clusters Score -1488278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1488279.000000 Penalty: 3190.402100
	Iteration 52Q: 3 clusters Score -1488279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1488278.125000 Penalty: 3190.402100
	Iteration 53Q: 3 clusters Score -1488278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1488279.125000 Penalty: 3190.402100
	Iteration 54Q: 3 clusters Score -1488279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1488277.875000 Penalty: 3190.402100
	Iteration 55Q: 3 clusters Score -1488278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1488278.750000 Penalty: 3190.402100
	Iteration 56Q: 3 clusters Score -1488279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1488277.750000 Penalty: 3190.402100
	Iteration 57Q: 3 clusters Score -1488278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1488277.750000 Penalty: 3190.402100
	Iteration 58Q: 3 clusters Score -1488278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1488275.125000 Penalty: 3190.402100
	Iteration 59Q: 3 clusters Score -1488275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1488277.500000 Penalty: 3190.402100
	Iteration 60F: 3 clusters Score -1488278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1488277.500000 Penalty: 3190.402100
	Iteration 61Q: 3 clusters Score -1488278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1488277.625000 Penalty: 3190.402100
	Iteration 62Q: 3 clusters Score -1488278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1488277.500000 Penalty: 3190.402100
	Iteration 63Q: 3 clusters Score -1488278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1488277.500000 Penalty: 3190.402100
	Iteration 64F: 3 clusters Score -1488278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 51483 members 
Mstep: Class 3 contains 24333 members 
Mstep: Class 4 contains 12151 members 
Mstep: Class 5 contains 5372 members 
Mstep: Class 6 contains 95238 members 
Mstep: Class 7 contains 148876 members 
Mstep: Class 8 contains 20406 members 
Mstep: Class 9 contains 139146 members 
Mstep: Class 10 contains 27618 members 
Mstep: Class 11 contains 4604 members 
Mstep: Class 12 contains 159632 members 
Mstep: Class 13 contains 9924 members 
Mstep: Class 14 contains 4814 members 
Mstep: Class 15 contains 18960 members 
Mstep: Class 16 contains 42464 members 
Mstep: Class 17 contains 10703 members 
Mstep: Class 18 contains 58636 members 
Mstep: Class 19 contains 10205 members 
Mstep: Class 20 contains 13620 members 
Mstep: Class 21 contains 76818 members 
Mstep: Class 22 contains 10986 members 
Mstep: Class 23 contains 6185 members 
Entering Unmasked Estep 
Score: -84323920.000000 Penalty: 51476.386719
Splitting cluster 4 changes total score from -84323504.000000 to -84323920.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (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: -447192.468750 Penalty: 1395.705322
	Iteration 0F: 2 clusters Score -447192.5 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 2723 members 
Entering Unmasked Estep 
Score: -443002.562500 Penalty: 2791.410645
	Iteration 0F: 3 clusters Score -443002.6 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -444633.281250 Penalty: 2791.410645
	Iteration 1F: 3 clusters Score -444633.3 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -445715.531250 Penalty: 2791.410645
	Iteration 2F: 3 clusters Score -445715.5 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -447122.312500 Penalty: 2791.410645
	Iteration 3F: 3 clusters Score -447122.3 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -448054.312500 Penalty: 2791.410645
	Iteration 4F: 3 clusters Score -448054.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -448599.125000 Penalty: 2791.410645
	Iteration 5F: 3 clusters Score -448599.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -449034.125000 Penalty: 2791.410645
	Iteration 6F: 3 clusters Score -449034.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -449370.218750 Penalty: 2791.410645
	Iteration 7Q: 3 clusters Score -449370.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -449617.000000 Penalty: 2791.410645
	Iteration 8Q: 3 clusters Score -449617 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -449861.343750 Penalty: 2791.410645
	Iteration 9Q: 3 clusters Score -449861.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -450151.968750 Penalty: 2791.410645
	Iteration 10Q: 3 clusters Score -450152 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -450440.812500 Penalty: 2791.410645
	Iteration 11Q: 3 clusters Score -450440.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -450630.531250 Penalty: 2791.410645
	Iteration 12Q: 3 clusters Score -450630.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -450703.812500 Penalty: 2791.410645
	Iteration 13Q: 3 clusters Score -450703.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -450732.156250 Penalty: 2791.410645
	Iteration 14Q: 3 clusters Score -450732.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -450743.250000 Penalty: 2791.410645
	Iteration 15Q: 3 clusters Score -450743.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -450749.781250 Penalty: 2791.410645
	Iteration 16Q: 3 clusters Score -450749.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -450750.625000 Penalty: 2791.410645
	Iteration 17Q: 3 clusters Score -450750.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -450752.593750 Penalty: 2791.410645
	Iteration 18Q: 3 clusters Score -450752.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -450752.593750 Penalty: 2791.410645
	Iteration 19F: 3 clusters Score -450752.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 51483 members 
Mstep: Class 3 contains 24333 members 
Mstep: Class 4 contains 12151 members 
Mstep: Class 5 contains 4258 members 
Mstep: Class 6 contains 95238 members 
Mstep: Class 7 contains 148876 members 
Mstep: Class 8 contains 20406 members 
Mstep: Class 9 contains 139146 members 
Mstep: Class 10 contains 27618 members 
Mstep: Class 11 contains 4604 members 
Mstep: Class 12 contains 159632 members 
Mstep: Class 13 contains 9924 members 
Mstep: Class 14 contains 4814 members 
Mstep: Class 15 contains 18960 members 
Mstep: Class 16 contains 42464 members 
Mstep: Class 17 contains 10703 members 
Mstep: Class 18 contains 58636 members 
Mstep: Class 19 contains 10205 members 
Mstep: Class 20 contains 13620 members 
Mstep: Class 21 contains 76818 members 
Mstep: Class 22 contains 10986 members 
Mstep: Class 23 contains 6185 members 
Mstep: Class 24 contains 1114 members 
Entering Unmasked Estep 
Score: -84326592.000000 Penalty: 53714.492188
Splitting cluster 5 changes total score from -84323504.000000 to -84326592.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (95238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95238 members 
Entering Unmasked Estep 
Score: -8801069.000000 Penalty: 1862.921753
	Iteration 0F: 2 clusters Score -8801069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47679 members 
Mstep: Class 2 contains 47559 members 
Entering Unmasked Estep 
Score: -8737268.000000 Penalty: 3725.843506
	Iteration 0F: 3 clusters Score -8737268 nChanged 45492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48491 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
Score: -8763358.000000 Penalty: 3725.843506
	Iteration 1F: 3 clusters Score -8763358 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49046 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -8763855.000000 Penalty: 3725.843506
	Iteration 2Q: 3 clusters Score -8763855 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50043 members 
Mstep: Class 2 contains 45195 members 
Entering Unmasked Estep 
Score: -8764474.000000 Penalty: 3725.843506
	Iteration 3Q: 3 clusters Score -8764474 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51640 members 
Mstep: Class 2 contains 43598 members 
Entering Unmasked Estep 
Score: -8765550.000000 Penalty: 3725.843506
	Iteration 4Q: 3 clusters Score -8765550 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54184 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -8767323.000000 Penalty: 3725.843506
	Iteration 5Q: 3 clusters Score -8767323 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58014 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -8770535.000000 Penalty: 3725.843506
	Iteration 6F: 3 clusters Score -8770535 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63178 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -8775429.000000 Penalty: 3725.843506
	Iteration 7F: 3 clusters Score -8775429 nChanged 7563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68935 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -8781316.000000 Penalty: 3725.843506
	Iteration 8F: 3 clusters Score -8781316 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74375 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -8786778.000000 Penalty: 3725.843506
	Iteration 9F: 3 clusters Score -8786778 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78562 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -8790580.000000 Penalty: 3725.843506
	Iteration 10F: 3 clusters Score -8790580 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81664 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -8793144.000000 Penalty: 3725.843506
	Iteration 11Q: 3 clusters Score -8793144 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83910 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -8794999.000000 Penalty: 3725.843506
	Iteration 12Q: 3 clusters Score -8794999 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85455 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -8796299.000000 Penalty: 3725.843506
	Iteration 13Q: 3 clusters Score -8796299 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86628 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -8797218.000000 Penalty: 3725.843506
	Iteration 14Q: 3 clusters Score -8797218 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87480 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -8797723.000000 Penalty: 3725.843506
	Iteration 15Q: 3 clusters Score -8797723 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88213 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -8798048.000000 Penalty: 3725.843506
	Iteration 16Q: 3 clusters Score -8798048 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88844 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -8798305.000000 Penalty: 3725.843506
	Iteration 17Q: 3 clusters Score -8798305 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89392 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -8798520.000000 Penalty: 3725.843506
	Iteration 18Q: 3 clusters Score -8798520 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89908 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -8798726.000000 Penalty: 3725.843506
	Iteration 19Q: 3 clusters Score -8798726 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90368 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -8798841.000000 Penalty: 3725.843506
	Iteration 20F: 3 clusters Score -8798841 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90798 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -8798993.000000 Penalty: 3725.843506
	Iteration 21Q: 3 clusters Score -8798993 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91182 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -8799086.000000 Penalty: 3725.843506
	Iteration 22Q: 3 clusters Score -8799086 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91511 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -8799207.000000 Penalty: 3725.843506
	Iteration 23Q: 3 clusters Score -8799207 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91781 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -8799306.000000 Penalty: 3725.843506
	Iteration 24Q: 3 clusters Score -8799306 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92014 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -8799386.000000 Penalty: 3725.843506
	Iteration 25Q: 3 clusters Score -8799386 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92226 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -8799464.000000 Penalty: 3725.843506
	Iteration 26Q: 3 clusters Score -8799464 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92398 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -8799487.000000 Penalty: 3725.843506
	Iteration 27Q: 3 clusters Score -8799487 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92560 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -8799538.000000 Penalty: 3725.843506
	Iteration 28Q: 3 clusters Score -8799538 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92699 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -8799597.000000 Penalty: 3725.843506
	Iteration 29Q: 3 clusters Score -8799597 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92803 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -8799647.000000 Penalty: 3725.843506
	Iteration 30Q: 3 clusters Score -8799647 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92892 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -8799649.000000 Penalty: 3725.843506
	Iteration 31Q: 3 clusters Score -8799649 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92961 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -8799675.000000 Penalty: 3725.843506
	Iteration 32Q: 3 clusters Score -8799675 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93023 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -8799706.000000 Penalty: 3725.843506
	Iteration 33Q: 3 clusters Score -8799706 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93073 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -8799730.000000 Penalty: 3725.843506
	Iteration 34Q: 3 clusters Score -8799730 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93114 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -8799730.000000 Penalty: 3725.843506
	Iteration 35Q: 3 clusters Score -8799730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93145 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -8799727.000000 Penalty: 3725.843506
	Iteration 36Q: 3 clusters Score -8799727 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93176 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -8799725.000000 Penalty: 3725.843506
	Iteration 37Q: 3 clusters Score -8799725 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93207 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -8799724.000000 Penalty: 3725.843506
	Iteration 38Q: 3 clusters Score -8799724 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93233 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -8799740.000000 Penalty: 3725.843506
	Iteration 39Q: 3 clusters Score -8799740 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93267 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -8799740.000000 Penalty: 3725.843506
	Iteration 40F: 3 clusters Score -8799740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93289 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -8799749.000000 Penalty: 3725.843506
	Iteration 41Q: 3 clusters Score -8799749 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93315 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -8799758.000000 Penalty: 3725.843506
	Iteration 42Q: 3 clusters Score -8799758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93335 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -8799753.000000 Penalty: 3725.843506
	Iteration 43Q: 3 clusters Score -8799753 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93355 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -8799760.000000 Penalty: 3725.843506
	Iteration 44Q: 3 clusters Score -8799760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93372 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -8799760.000000 Penalty: 3725.843506
	Iteration 45Q: 3 clusters Score -8799760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93383 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -8799764.000000 Penalty: 3725.843506
	Iteration 46Q: 3 clusters Score -8799764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93394 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -8799774.000000 Penalty: 3725.843506
	Iteration 47Q: 3 clusters Score -8799774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93408 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -8799767.000000 Penalty: 3725.843506
	Iteration 48Q: 3 clusters Score -8799767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93424 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -8799776.000000 Penalty: 3725.843506
	Iteration 49Q: 3 clusters Score -8799776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93446 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -8799774.000000 Penalty: 3725.843506
	Iteration 50Q: 3 clusters Score -8799774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93465 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -8799771.000000 Penalty: 3725.843506
	Iteration 51Q: 3 clusters Score -8799771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93480 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -8799778.000000 Penalty: 3725.843506
	Iteration 52Q: 3 clusters Score -8799778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93503 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -8799782.000000 Penalty: 3725.843506
	Iteration 53Q: 3 clusters Score -8799782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93516 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -8799773.000000 Penalty: 3725.843506
	Iteration 54Q: 3 clusters Score -8799773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93525 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -8799786.000000 Penalty: 3725.843506
	Iteration 55Q: 3 clusters Score -8799786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93533 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -8799791.000000 Penalty: 3725.843506
	Iteration 56Q: 3 clusters Score -8799791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93543 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -8799799.000000 Penalty: 3725.843506
	Iteration 57Q: 3 clusters Score -8799799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93553 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -8799806.000000 Penalty: 3725.843506
	Iteration 58Q: 3 clusters Score -8799806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93561 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -8799805.000000 Penalty: 3725.843506
	Iteration 59Q: 3 clusters Score -8799805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93567 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -8799805.000000 Penalty: 3725.843506
	Iteration 60F: 3 clusters Score -8799805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93575 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -8799808.000000 Penalty: 3725.843506
	Iteration 61Q: 3 clusters Score -8799808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93581 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -8799808.000000 Penalty: 3725.843506
	Iteration 62Q: 3 clusters Score -8799808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93584 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -8799808.000000 Penalty: 3725.843506
	Iteration 63Q: 3 clusters Score -8799808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93589 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -8799809.000000 Penalty: 3725.843506
	Iteration 64Q: 3 clusters Score -8799809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93594 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -8799809.000000 Penalty: 3725.843506
	Iteration 65Q: 3 clusters Score -8799809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93597 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -8799813.000000 Penalty: 3725.843506
	Iteration 66Q: 3 clusters Score -8799813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93601 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -8799815.000000 Penalty: 3725.843506
	Iteration 67Q: 3 clusters Score -8799815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93605 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -8799821.000000 Penalty: 3725.843506
	Iteration 68Q: 3 clusters Score -8799821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93610 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -8799818.000000 Penalty: 3725.843506
	Iteration 69Q: 3 clusters Score -8799818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93618 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -8799821.000000 Penalty: 3725.843506
	Iteration 70Q: 3 clusters Score -8799821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93621 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -8799818.000000 Penalty: 3725.843506
	Iteration 71Q: 3 clusters Score -8799818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93626 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -8799824.000000 Penalty: 3725.843506
	Iteration 72Q: 3 clusters Score -8799824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93629 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -8799816.000000 Penalty: 3725.843506
	Iteration 73Q: 3 clusters Score -8799816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93636 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -8799821.000000 Penalty: 3725.843506
	Iteration 74Q: 3 clusters Score -8799821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93644 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -8799822.000000 Penalty: 3725.843506
	Iteration 75Q: 3 clusters Score -8799822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93652 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -8799816.000000 Penalty: 3725.843506
	Iteration 76Q: 3 clusters Score -8799816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93662 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -8799819.000000 Penalty: 3725.843506
	Iteration 77Q: 3 clusters Score -8799819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93671 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -8799829.000000 Penalty: 3725.843506
	Iteration 78Q: 3 clusters Score -8799829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93685 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -8799847.000000 Penalty: 3725.843506
	Iteration 79Q: 3 clusters Score -8799847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93698 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -8799848.000000 Penalty: 3725.843506
	Iteration 80F: 3 clusters Score -8799848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93715 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -8799846.000000 Penalty: 3725.843506
	Iteration 81Q: 3 clusters Score -8799846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93729 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -8799847.000000 Penalty: 3725.843506
	Iteration 82Q: 3 clusters Score -8799847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93743 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -8799854.000000 Penalty: 3725.843506
	Iteration 83Q: 3 clusters Score -8799854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93755 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -8799844.000000 Penalty: 3725.843506
	Iteration 84Q: 3 clusters Score -8799844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93765 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -8799855.000000 Penalty: 3725.843506
	Iteration 85Q: 3 clusters Score -8799855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93769 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -8799857.000000 Penalty: 3725.843506
	Iteration 86Q: 3 clusters Score -8799857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93774 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -8799854.000000 Penalty: 3725.843506
	Iteration 87Q: 3 clusters Score -8799854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93778 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -8799859.000000 Penalty: 3725.843506
	Iteration 88Q: 3 clusters Score -8799859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93783 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -8799855.000000 Penalty: 3725.843506
	Iteration 89Q: 3 clusters Score -8799855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93787 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -8799853.000000 Penalty: 3725.843506
	Iteration 90Q: 3 clusters Score -8799853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93787 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -8799852.000000 Penalty: 3725.843506
	Iteration 91Q: 3 clusters Score -8799852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93789 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -8799854.000000 Penalty: 3725.843506
	Iteration 92Q: 3 clusters Score -8799854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93790 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -8799850.000000 Penalty: 3725.843506
	Iteration 93Q: 3 clusters Score -8799850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93791 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -8799845.000000 Penalty: 3725.843506
	Iteration 94Q: 3 clusters Score -8799845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93791 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -8799845.000000 Penalty: 3725.843506
	Iteration 95F: 3 clusters Score -8799845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (148876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148876 members 
Entering Unmasked Estep 
Score: -13963942.000000 Penalty: 1935.516113
	Iteration 0F: 2 clusters Score -1.396394e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74263 members 
Mstep: Class 2 contains 74613 members 
Entering Unmasked Estep 
Score: -13864381.000000 Penalty: 3871.032227
	Iteration 0F: 3 clusters Score -1.386438e+07 nChanged 71576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72557 members 
Mstep: Class 2 contains 76319 members 
Entering Unmasked Estep 
Score: -13910756.000000 Penalty: 3871.032227
	Iteration 1F: 3 clusters Score -1.391076e+07 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73656 members 
Mstep: Class 2 contains 75220 members 
Entering Unmasked Estep 
Score: -13915479.000000 Penalty: 3871.032227
	Iteration 2F: 3 clusters Score -1.391548e+07 nChanged 10095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76963 members 
Mstep: Class 2 contains 71913 members 
Entering Unmasked Estep 
Score: -13922779.000000 Penalty: 3871.032227
	Iteration 3F: 3 clusters Score -1.392278e+07 nChanged 12864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83259 members 
Mstep: Class 2 contains 65617 members 
Entering Unmasked Estep 
Score: -13933916.000000 Penalty: 3871.032227
	Iteration 4F: 3 clusters Score -1.393392e+07 nChanged 14278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91211 members 
Mstep: Class 2 contains 57665 members 
Entering Unmasked Estep 
Score: -13946914.000000 Penalty: 3871.032227
	Iteration 5F: 3 clusters Score -1.394691e+07 nChanged 12470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98291 members 
Mstep: Class 2 contains 50585 members 
Entering Unmasked Estep 
Score: -13956485.000000 Penalty: 3871.032227
	Iteration 6F: 3 clusters Score -1.395648e+07 nChanged 8989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103476 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -13961624.000000 Penalty: 3871.032227
	Iteration 7F: 3 clusters Score -1.396162e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107269 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -13964072.000000 Penalty: 3871.032227
	Iteration 8Q: 3 clusters Score -1.396407e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110483 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -13965597.000000 Penalty: 3871.032227
	Iteration 9Q: 3 clusters Score -1.39656e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113474 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -13966722.000000 Penalty: 3871.032227
	Iteration 10Q: 3 clusters Score -1.396672e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116308 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -13967759.000000 Penalty: 3871.032227
	Iteration 11Q: 3 clusters Score -1.396776e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119066 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -13968642.000000 Penalty: 3871.032227
	Iteration 12Q: 3 clusters Score -1.396864e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121713 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -13969643.000000 Penalty: 3871.032227
	Iteration 13Q: 3 clusters Score -1.396964e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124208 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -13970625.000000 Penalty: 3871.032227
	Iteration 14Q: 3 clusters Score -1.397062e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126423 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -13971230.000000 Penalty: 3871.032227
	Iteration 15Q: 3 clusters Score -1.397123e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128404 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -13971869.000000 Penalty: 3871.032227
	Iteration 16Q: 3 clusters Score -1.397187e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130106 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -13972441.000000 Penalty: 3871.032227
	Iteration 17Q: 3 clusters Score -1.397244e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131571 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -13972993.000000 Penalty: 3871.032227
	Iteration 18Q: 3 clusters Score -1.397299e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132803 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -13973449.000000 Penalty: 3871.032227
	Iteration 19Q: 3 clusters Score -1.397345e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133779 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -13973746.000000 Penalty: 3871.032227
	Iteration 20F: 3 clusters Score -1.397375e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134545 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -13973999.000000 Penalty: 3871.032227
	Iteration 21Q: 3 clusters Score -1.3974e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135182 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -13974199.000000 Penalty: 3871.032227
	Iteration 22Q: 3 clusters Score -1.39742e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135688 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -13974285.000000 Penalty: 3871.032227
	Iteration 23Q: 3 clusters Score -1.397428e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136122 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -13974316.000000 Penalty: 3871.032227
	Iteration 24Q: 3 clusters Score -1.397432e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136422 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -13974359.000000 Penalty: 3871.032227
	Iteration 25Q: 3 clusters Score -1.397436e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136662 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -13974428.000000 Penalty: 3871.032227
	Iteration 26Q: 3 clusters Score -1.397443e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136849 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -13974459.000000 Penalty: 3871.032227
	Iteration 27Q: 3 clusters Score -1.397446e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136999 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -13974482.000000 Penalty: 3871.032227
	Iteration 28Q: 3 clusters Score -1.397448e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137123 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -13974531.000000 Penalty: 3871.032227
	Iteration 29Q: 3 clusters Score -1.397453e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137215 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -13974506.000000 Penalty: 3871.032227
	Iteration 30Q: 3 clusters Score -1.397451e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137303 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -13974484.000000 Penalty: 3871.032227
	Iteration 31Q: 3 clusters Score -1.397448e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137376 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -13974478.000000 Penalty: 3871.032227
	Iteration 32Q: 3 clusters Score -1.397448e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137438 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -13974469.000000 Penalty: 3871.032227
	Iteration 33Q: 3 clusters Score -1.397447e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137485 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -13974455.000000 Penalty: 3871.032227
	Iteration 34Q: 3 clusters Score -1.397446e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137516 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -13974448.000000 Penalty: 3871.032227
	Iteration 35Q: 3 clusters Score -1.397445e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137532 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -13974455.000000 Penalty: 3871.032227
	Iteration 36Q: 3 clusters Score -1.397446e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137547 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -13974463.000000 Penalty: 3871.032227
	Iteration 37Q: 3 clusters Score -1.397446e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137556 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -13974466.000000 Penalty: 3871.032227
	Iteration 38Q: 3 clusters Score -1.397447e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137569 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -13974473.000000 Penalty: 3871.032227
	Iteration 39Q: 3 clusters Score -1.397447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137577 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -13974474.000000 Penalty: 3871.032227
	Iteration 40F: 3 clusters Score -1.397447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137582 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -13974466.000000 Penalty: 3871.032227
	Iteration 41Q: 3 clusters Score -1.397447e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137592 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -13974474.000000 Penalty: 3871.032227
	Iteration 42Q: 3 clusters Score -1.397447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137598 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -13974474.000000 Penalty: 3871.032227
	Iteration 43Q: 3 clusters Score -1.397447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137599 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -13974471.000000 Penalty: 3871.032227
	Iteration 44Q: 3 clusters Score -1.397447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137600 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -13974477.000000 Penalty: 3871.032227
	Iteration 45Q: 3 clusters Score -1.397448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137600 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -13974477.000000 Penalty: 3871.032227
	Iteration 46F: 3 clusters Score -1.397448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 51483 members 
Mstep: Class 3 contains 24333 members 
Mstep: Class 4 contains 12151 members 
Mstep: Class 5 contains 4258 members 
Mstep: Class 6 contains 95238 members 
Mstep: Class 7 contains 137600 members 
Mstep: Class 8 contains 20406 members 
Mstep: Class 9 contains 139146 members 
Mstep: Class 10 contains 27618 members 
Mstep: Class 11 contains 4604 members 
Mstep: Class 12 contains 159632 members 
Mstep: Class 13 contains 9924 members 
Mstep: Class 14 contains 4814 members 
Mstep: Class 15 contains 18960 members 
Mstep: Class 16 contains 42464 members 
Mstep: Class 17 contains 10703 members 
Mstep: Class 18 contains 58636 members 
Mstep: Class 19 contains 10205 members 
Mstep: Class 20 contains 13620 members 
Mstep: Class 21 contains 76818 members 
Mstep: Class 22 contains 10986 members 
Mstep: Class 23 contains 6185 members 
Mstep: Class 24 contains 1114 members 
Mstep: Class 25 contains 11276 members 
Entering Unmasked Estep 
Score: -84331400.000000 Penalty: 55952.593750
Splitting cluster 7 changes total score from -84323504.000000 to -84331400.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (20406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Entering Unmasked Estep 
Score: -1701211.750000 Penalty: 1612.582397
	Iteration 0F: 2 clusters Score -1701212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1687339.625000 Penalty: 3225.164795
	Iteration 0F: 3 clusters Score -1687340 nChanged 9249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1692638.250000 Penalty: 3225.164795
	Iteration 1F: 3 clusters Score -1692638 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1693356.375000 Penalty: 3225.164795
	Iteration 2F: 3 clusters Score -1693356 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1694077.375000 Penalty: 3225.164795
	Iteration 3F: 3 clusters Score -1694077 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1694848.500000 Penalty: 3225.164795
	Iteration 4F: 3 clusters Score -1694848 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1695579.750000 Penalty: 3225.164795
	Iteration 5F: 3 clusters Score -1695580 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1696234.125000 Penalty: 3225.164795
	Iteration 6F: 3 clusters Score -1696234 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1696802.500000 Penalty: 3225.164795
	Iteration 7F: 3 clusters Score -1696802 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1697300.875000 Penalty: 3225.164795
	Iteration 8Q: 3 clusters Score -1697301 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1697660.375000 Penalty: 3225.164795
	Iteration 9Q: 3 clusters Score -1697660 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1697905.375000 Penalty: 3225.164795
	Iteration 10Q: 3 clusters Score -1697905 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1698080.750000 Penalty: 3225.164795
	Iteration 11Q: 3 clusters Score -1698081 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1698236.750000 Penalty: 3225.164795
	Iteration 12Q: 3 clusters Score -1698237 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1698357.250000 Penalty: 3225.164795
	Iteration 13Q: 3 clusters Score -1698357 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1698456.250000 Penalty: 3225.164795
	Iteration 14Q: 3 clusters Score -1698456 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1698551.625000 Penalty: 3225.164795
	Iteration 15Q: 3 clusters Score -1698552 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1698614.750000 Penalty: 3225.164795
	Iteration 16Q: 3 clusters Score -1698615 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1698697.625000 Penalty: 3225.164795
	Iteration 17Q: 3 clusters Score -1698698 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1698769.500000 Penalty: 3225.164795
	Iteration 18Q: 3 clusters Score -1698770 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -1698848.125000 Penalty: 3225.164795
	Iteration 19Q: 3 clusters Score -1698848 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -1698925.750000 Penalty: 3225.164795
	Iteration 20F: 3 clusters Score -1698926 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -1699000.625000 Penalty: 3225.164795
	Iteration 21Q: 3 clusters Score -1699001 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1699081.125000 Penalty: 3225.164795
	Iteration 22Q: 3 clusters Score -1699081 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -1699181.000000 Penalty: 3225.164795
	Iteration 23Q: 3 clusters Score -1699181 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -1699261.125000 Penalty: 3225.164795
	Iteration 24Q: 3 clusters Score -1699261 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -1699357.125000 Penalty: 3225.164795
	Iteration 25Q: 3 clusters Score -1699357 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -1699425.875000 Penalty: 3225.164795
	Iteration 26Q: 3 clusters Score -1699426 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -1699489.375000 Penalty: 3225.164795
	Iteration 27Q: 3 clusters Score -1699489 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -1699566.000000 Penalty: 3225.164795
	Iteration 28Q: 3 clusters Score -1699566 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -1699645.625000 Penalty: 3225.164795
	Iteration 29Q: 3 clusters Score -1699646 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -1699713.000000 Penalty: 3225.164795
	Iteration 30Q: 3 clusters Score -1699713 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -1699796.375000 Penalty: 3225.164795
	Iteration 31Q: 3 clusters Score -1699796 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -1699861.125000 Penalty: 3225.164795
	Iteration 32Q: 3 clusters Score -1699861 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -1699936.125000 Penalty: 3225.164795
	Iteration 33Q: 3 clusters Score -1699936 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -1700001.000000 Penalty: 3225.164795
	Iteration 34Q: 3 clusters Score -1700001 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -1700067.500000 Penalty: 3225.164795
	Iteration 35Q: 3 clusters Score -1700068 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -1700118.250000 Penalty: 3225.164795
	Iteration 36Q: 3 clusters Score -1700118 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -1700160.625000 Penalty: 3225.164795
	Iteration 37Q: 3 clusters Score -1700161 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -1700203.000000 Penalty: 3225.164795
	Iteration 38Q: 3 clusters Score -1700203 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -1700246.000000 Penalty: 3225.164795
	Iteration 39Q: 3 clusters Score -1700246 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -1700285.875000 Penalty: 3225.164795
	Iteration 40F: 3 clusters Score -1700286 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -1700327.750000 Penalty: 3225.164795
	Iteration 41Q: 3 clusters Score -1700328 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -1700357.375000 Penalty: 3225.164795
	Iteration 42Q: 3 clusters Score -1700357 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -1700378.375000 Penalty: 3225.164795
	Iteration 43Q: 3 clusters Score -1700378 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -1700397.625000 Penalty: 3225.164795
	Iteration 44Q: 3 clusters Score -1700398 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -1700412.500000 Penalty: 3225.164795
	Iteration 45Q: 3 clusters Score -1700412 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -1700418.250000 Penalty: 3225.164795
	Iteration 46Q: 3 clusters Score -1700418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -1700422.250000 Penalty: 3225.164795
	Iteration 47Q: 3 clusters Score -1700422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -1700432.500000 Penalty: 3225.164795
	Iteration 48Q: 3 clusters Score -1700432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -1700439.750000 Penalty: 3225.164795
	Iteration 49Q: 3 clusters Score -1700440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -1700440.250000 Penalty: 3225.164795
	Iteration 50Q: 3 clusters Score -1700440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -1700439.750000 Penalty: 3225.164795
	Iteration 51Q: 3 clusters Score -1700440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -1700443.125000 Penalty: 3225.164795
	Iteration 52Q: 3 clusters Score -1700443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -1700444.375000 Penalty: 3225.164795
	Iteration 53Q: 3 clusters Score -1700444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -1700442.125000 Penalty: 3225.164795
	Iteration 54Q: 3 clusters Score -1700442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -1700443.000000 Penalty: 3225.164795
	Iteration 55Q: 3 clusters Score -1700443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -1700444.250000 Penalty: 3225.164795
	Iteration 56Q: 3 clusters Score -1700444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -1700445.125000 Penalty: 3225.164795
	Iteration 57Q: 3 clusters Score -1700445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -1700443.750000 Penalty: 3225.164795
	Iteration 58Q: 3 clusters Score -1700444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -1700443.750000 Penalty: 3225.164795
	Iteration 59F: 3 clusters Score -1700444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Entering Unmasked Estep 
Score: -2459069.500000 Penalty: 1661.761230
	Iteration 0F: 2 clusters Score -2459070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2440377.500000 Penalty: 3323.522461
	Iteration 0F: 3 clusters Score -2440378 nChanged 12852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -2448164.250000 Penalty: 3323.522461
	Iteration 1F: 3 clusters Score -2448164 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -2448920.500000 Penalty: 3323.522461
	Iteration 2F: 3 clusters Score -2448920 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -2449961.750000 Penalty: 3323.522461
	Iteration 3F: 3 clusters Score -2449962 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -2451472.750000 Penalty: 3323.522461
	Iteration 4F: 3 clusters Score -2451473 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2453417.750000 Penalty: 3323.522461
	Iteration 5F: 3 clusters Score -2453418 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -2455581.250000 Penalty: 3323.522461
	Iteration 6F: 3 clusters Score -2455581 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2457950.750000 Penalty: 3323.522461
	Iteration 7F: 3 clusters Score -2457951 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2460274.750000 Penalty: 3323.522461
	Iteration 8F: 3 clusters Score -2460275 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -2461807.500000 Penalty: 3323.522461
	Iteration 9Q: 3 clusters Score -2461808 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2462410.750000 Penalty: 3323.522461
	Iteration 10Q: 3 clusters Score -2462411 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2462626.750000 Penalty: 3323.522461
	Iteration 11Q: 3 clusters Score -2462627 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -2462703.500000 Penalty: 3323.522461
	Iteration 12Q: 3 clusters Score -2462704 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2462742.500000 Penalty: 3323.522461
	Iteration 13Q: 3 clusters Score -2462742 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -2462776.250000 Penalty: 3323.522461
	Iteration 14Q: 3 clusters Score -2462776 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -2462800.750000 Penalty: 3323.522461
	Iteration 15Q: 3 clusters Score -2462801 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2462808.500000 Penalty: 3323.522461
	Iteration 16Q: 3 clusters Score -2462808 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -2462831.250000 Penalty: 3323.522461
	Iteration 17Q: 3 clusters Score -2462831 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2462845.750000 Penalty: 3323.522461
	Iteration 18Q: 3 clusters Score -2462846 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2462862.250000 Penalty: 3323.522461
	Iteration 19Q: 3 clusters Score -2462862 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2462875.250000 Penalty: 3323.522461
	Iteration 20F: 3 clusters Score -2462875 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -2462894.750000 Penalty: 3323.522461
	Iteration 21Q: 3 clusters Score -2462895 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -2462891.250000 Penalty: 3323.522461
	Iteration 22Q: 3 clusters Score -2462891 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -2462910.750000 Penalty: 3323.522461
	Iteration 23Q: 3 clusters Score -2462911 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -2462914.500000 Penalty: 3323.522461
	Iteration 24Q: 3 clusters Score -2462914 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2462914.000000 Penalty: 3323.522461
	Iteration 25Q: 3 clusters Score -2462914 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2462918.750000 Penalty: 3323.522461
	Iteration 26Q: 3 clusters Score -2462919 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -2462927.000000 Penalty: 3323.522461
	Iteration 27Q: 3 clusters Score -2462927 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -2462930.250000 Penalty: 3323.522461
	Iteration 28Q: 3 clusters Score -2462930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2462923.250000 Penalty: 3323.522461
	Iteration 29Q: 3 clusters Score -2462923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2462917.500000 Penalty: 3323.522461
	Iteration 30Q: 3 clusters Score -2462918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2462921.000000 Penalty: 3323.522461
	Iteration 31Q: 3 clusters Score -2462921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -2462921.250000 Penalty: 3323.522461
	Iteration 32Q: 3 clusters Score -2462921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -2462919.250000 Penalty: 3323.522461
	Iteration 33Q: 3 clusters Score -2462919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2462928.250000 Penalty: 3323.522461
	Iteration 34Q: 3 clusters Score -2462928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2462922.000000 Penalty: 3323.522461
	Iteration 35Q: 3 clusters Score -2462922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -2462924.750000 Penalty: 3323.522461
	Iteration 36Q: 3 clusters Score -2462925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -2462923.500000 Penalty: 3323.522461
	Iteration 37Q: 3 clusters Score -2462924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2462928.750000 Penalty: 3323.522461
	Iteration 38Q: 3 clusters Score -2462929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -2462928.250000 Penalty: 3323.522461
	Iteration 39Q: 3 clusters Score -2462928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2462931.500000 Penalty: 3323.522461
	Iteration 40F: 3 clusters Score -2462932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2462929.250000 Penalty: 3323.522461
	Iteration 41Q: 3 clusters Score -2462929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -2462928.250000 Penalty: 3323.522461
	Iteration 42Q: 3 clusters Score -2462928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -2462928.250000 Penalty: 3323.522461
	Iteration 43F: 3 clusters Score -2462928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 51483 members 
Mstep: Class 3 contains 24333 members 
Mstep: Class 4 contains 12151 members 
Mstep: Class 5 contains 4258 members 
Mstep: Class 6 contains 95238 members 
Mstep: Class 7 contains 137600 members 
Mstep: Class 8 contains 20406 members 
Mstep: Class 9 contains 139146 members 
Mstep: Class 10 contains 15418 members 
Mstep: Class 11 contains 4604 members 
Mstep: Class 12 contains 159632 members 
Mstep: Class 13 contains 9924 members 
Mstep: Class 14 contains 4814 members 
Mstep: Class 15 contains 18960 members 
Mstep: Class 16 contains 42464 members 
Mstep: Class 17 contains 10703 members 
Mstep: Class 18 contains 58636 members 
Mstep: Class 19 contains 10205 members 
Mstep: Class 20 contains 13620 members 
Mstep: Class 21 contains 76818 members 
Mstep: Class 22 contains 10986 members 
Mstep: Class 23 contains 6185 members 
Mstep: Class 24 contains 1114 members 
Mstep: Class 25 contains 11276 members 
Mstep: Class 26 contains 12200 members 
Entering Unmasked Estep 
Score: -84335048.000000 Penalty: 58190.699219
Splitting cluster 10 changes total score from -84323504.000000 to -84335048.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (4604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Entering Unmasked Estep 
Score: -401009.187500 Penalty: 1370.635620
	Iteration 0F: 2 clusters Score -401009.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -397268.656250 Penalty: 2741.271240
	Iteration 0F: 3 clusters Score -397268.7 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -398296.375000 Penalty: 2741.271240
	Iteration 1F: 3 clusters Score -398296.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -398475.750000 Penalty: 2741.271240
	Iteration 2F: 3 clusters Score -398475.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -398614.062500 Penalty: 2741.271240
	Iteration 3F: 3 clusters Score -398614.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -398723.000000 Penalty: 2741.271240
	Iteration 4Q: 3 clusters Score -398723 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -398840.843750 Penalty: 2741.271240
	Iteration 5Q: 3 clusters Score -398840.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -398941.437500 Penalty: 2741.271240
	Iteration 6Q: 3 clusters Score -398941.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -399040.218750 Penalty: 2741.271240
	Iteration 7Q: 3 clusters Score -399040.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -399126.437500 Penalty: 2741.271240
	Iteration 8Q: 3 clusters Score -399126.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -399197.843750 Penalty: 2741.271240
	Iteration 9Q: 3 clusters Score -399197.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -399249.343750 Penalty: 2741.271240
	Iteration 10Q: 3 clusters Score -399249.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -399289.156250 Penalty: 2741.271240
	Iteration 11Q: 3 clusters Score -399289.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -399323.875000 Penalty: 2741.271240
	Iteration 12Q: 3 clusters Score -399323.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -399349.875000 Penalty: 2741.271240
	Iteration 13Q: 3 clusters Score -399349.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -399368.000000 Penalty: 2741.271240
	Iteration 14Q: 3 clusters Score -399368 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -399388.687500 Penalty: 2741.271240
	Iteration 15Q: 3 clusters Score -399388.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -399404.093750 Penalty: 2741.271240
	Iteration 16Q: 3 clusters Score -399404.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -399417.125000 Penalty: 2741.271240
	Iteration 17Q: 3 clusters Score -399417.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -399425.781250 Penalty: 2741.271240
	Iteration 18Q: 3 clusters Score -399425.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -399434.687500 Penalty: 2741.271240
	Iteration 19Q: 3 clusters Score -399434.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -399443.750000 Penalty: 2741.271240
	Iteration 20F: 3 clusters Score -399443.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -399451.093750 Penalty: 2741.271240
	Iteration 21Q: 3 clusters Score -399451.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -399461.343750 Penalty: 2741.271240
	Iteration 22Q: 3 clusters Score -399461.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -399470.562500 Penalty: 2741.271240
	Iteration 23Q: 3 clusters Score -399470.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -399478.875000 Penalty: 2741.271240
	Iteration 24Q: 3 clusters Score -399478.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -399485.781250 Penalty: 2741.271240
	Iteration 25Q: 3 clusters Score -399485.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -399488.000000 Penalty: 2741.271240
	Iteration 26Q: 3 clusters Score -399488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -399491.437500 Penalty: 2741.271240
	Iteration 27Q: 3 clusters Score -399491.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -399494.843750 Penalty: 2741.271240
	Iteration 28Q: 3 clusters Score -399494.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -399496.562500 Penalty: 2741.271240
	Iteration 29Q: 3 clusters Score -399496.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -399498.125000 Penalty: 2741.271240
	Iteration 30Q: 3 clusters Score -399498.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -399499.531250 Penalty: 2741.271240
	Iteration 31Q: 3 clusters Score -399499.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -399500.625000 Penalty: 2741.271240
	Iteration 32Q: 3 clusters Score -399500.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -399501.125000 Penalty: 2741.271240
	Iteration 33Q: 3 clusters Score -399501.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -399502.062500 Penalty: 2741.271240
	Iteration 34Q: 3 clusters Score -399502.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -399501.812500 Penalty: 2741.271240
	Iteration 35Q: 3 clusters Score -399501.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -399502.343750 Penalty: 2741.271240
	Iteration 36Q: 3 clusters Score -399502.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -399502.593750 Penalty: 2741.271240
	Iteration 37Q: 3 clusters Score -399502.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -399502.718750 Penalty: 2741.271240
	Iteration 38Q: 3 clusters Score -399502.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -399502.968750 Penalty: 2741.271240
	Iteration 39Q: 3 clusters Score -399503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -399503.562500 Penalty: 2741.271240
	Iteration 40F: 3 clusters Score -399503.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -399504.250000 Penalty: 2741.271240
	Iteration 41Q: 3 clusters Score -399504.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -399504.250000 Penalty: 2741.271240
	Iteration 42F: 3 clusters Score -399504.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (159632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159632 members 
Entering Unmasked Estep 
Score: -14508578.000000 Penalty: 1946.851685
	Iteration 0F: 2 clusters Score -1.450858e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79387 members 
Mstep: Class 2 contains 80245 members 
Entering Unmasked Estep 
Score: -14401489.000000 Penalty: 3893.703369
	Iteration 0F: 3 clusters Score -1.440149e+07 nChanged 77007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71348 members 
Mstep: Class 2 contains 88284 members 
Entering Unmasked Estep 
Score: -14447375.000000 Penalty: 3893.703369
	Iteration 1F: 3 clusters Score -1.444738e+07 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65958 members 
Mstep: Class 2 contains 93674 members 
Entering Unmasked Estep 
Score: -14450218.000000 Penalty: 3893.703369
	Iteration 2Q: 3 clusters Score -1.445022e+07 nChanged 9170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58078 members 
Mstep: Class 2 contains 101554 members 
Entering Unmasked Estep 
Score: -14455237.000000 Penalty: 3893.703369
	Iteration 3F: 3 clusters Score -1.445524e+07 nChanged 11810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 112438 members 
Entering Unmasked Estep 
Score: -14463539.000000 Penalty: 3893.703369
	Iteration 4F: 3 clusters Score -1.446354e+07 nChanged 13642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 125374 members 
Entering Unmasked Estep 
Score: -14475191.000000 Penalty: 3893.703369
	Iteration 5F: 3 clusters Score -1.447519e+07 nChanged 12343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 137347 members 
Entering Unmasked Estep 
Score: -14486876.000000 Penalty: 3893.703369
	Iteration 6F: 3 clusters Score -1.448688e+07 nChanged 8824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 145935 members 
Entering Unmasked Estep 
Score: -14495567.000000 Penalty: 3893.703369
	Iteration 7F: 3 clusters Score -1.449557e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 151071 members 
Entering Unmasked Estep 
Score: -14501090.000000 Penalty: 3893.703369
	Iteration 8Q: 3 clusters Score -1.450109e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 153529 members 
Entering Unmasked Estep 
Score: -14504267.000000 Penalty: 3893.703369
	Iteration 9Q: 3 clusters Score -1.450427e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 154274 members 
Entering Unmasked Estep 
Score: -14505729.000000 Penalty: 3893.703369
	Iteration 10Q: 3 clusters Score -1.450573e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 154441 members 
Entering Unmasked Estep 
Score: -14506410.000000 Penalty: 3893.703369
	Iteration 11Q: 3 clusters Score -1.450641e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 154442 members 
Entering Unmasked Estep 
Score: -14506757.000000 Penalty: 3893.703369
	Iteration 12Q: 3 clusters Score -1.450676e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 154394 members 
Entering Unmasked Estep 
Score: -14506954.000000 Penalty: 3893.703369
	Iteration 13Q: 3 clusters Score -1.450695e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 154340 members 
Entering Unmasked Estep 
Score: -14507092.000000 Penalty: 3893.703369
	Iteration 14Q: 3 clusters Score -1.450709e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 154283 members 
Entering Unmasked Estep 
Score: -14507160.000000 Penalty: 3893.703369
	Iteration 15Q: 3 clusters Score -1.450716e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 154199 members 
Entering Unmasked Estep 
Score: -14507190.000000 Penalty: 3893.703369
	Iteration 16Q: 3 clusters Score -1.450719e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 154130 members 
Entering Unmasked Estep 
Score: -14507253.000000 Penalty: 3893.703369
	Iteration 17Q: 3 clusters Score -1.450725e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 154047 members 
Entering Unmasked Estep 
Score: -14507340.000000 Penalty: 3893.703369
	Iteration 18Q: 3 clusters Score -1.450734e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 153957 members 
Entering Unmasked Estep 
Score: -14507397.000000 Penalty: 3893.703369
	Iteration 19Q: 3 clusters Score -1.45074e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 153873 members 
Entering Unmasked Estep 
Score: -14507421.000000 Penalty: 3893.703369
	Iteration 20F: 3 clusters Score -1.450742e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 153792 members 
Entering Unmasked Estep 
Score: -14507452.000000 Penalty: 3893.703369
	Iteration 21Q: 3 clusters Score -1.450745e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 153728 members 
Entering Unmasked Estep 
Score: -14507475.000000 Penalty: 3893.703369
	Iteration 22Q: 3 clusters Score -1.450748e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 153646 members 
Entering Unmasked Estep 
Score: -14507462.000000 Penalty: 3893.703369
	Iteration 23Q: 3 clusters Score -1.450746e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 153576 members 
Entering Unmasked Estep 
Score: -14507480.000000 Penalty: 3893.703369
	Iteration 24Q: 3 clusters Score -1.450748e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 153505 members 
Entering Unmasked Estep 
Score: -14507499.000000 Penalty: 3893.703369
	Iteration 25Q: 3 clusters Score -1.45075e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 153446 members 
Entering Unmasked Estep 
Score: -14507507.000000 Penalty: 3893.703369
	Iteration 26Q: 3 clusters Score -1.450751e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 153402 members 
Entering Unmasked Estep 
Score: -14507494.000000 Penalty: 3893.703369
	Iteration 27Q: 3 clusters Score -1.450749e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 153351 members 
Entering Unmasked Estep 
Score: -14507500.000000 Penalty: 3893.703369
	Iteration 28Q: 3 clusters Score -1.45075e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 153292 members 
Entering Unmasked Estep 
Score: -14507500.000000 Penalty: 3893.703369
	Iteration 29Q: 3 clusters Score -1.45075e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 153232 members 
Entering Unmasked Estep 
Score: -14507531.000000 Penalty: 3893.703369
	Iteration 30Q: 3 clusters Score -1.450753e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 153164 members 
Entering Unmasked Estep 
Score: -14507534.000000 Penalty: 3893.703369
	Iteration 31Q: 3 clusters Score -1.450753e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 153076 members 
Entering Unmasked Estep 
Score: -14507560.000000 Penalty: 3893.703369
	Iteration 32Q: 3 clusters Score -1.450756e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 152976 members 
Entering Unmasked Estep 
Score: -14507602.000000 Penalty: 3893.703369
	Iteration 33Q: 3 clusters Score -1.45076e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 152870 members 
Entering Unmasked Estep 
Score: -14507640.000000 Penalty: 3893.703369
	Iteration 34Q: 3 clusters Score -1.450764e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 152769 members 
Entering Unmasked Estep 
Score: -14507684.000000 Penalty: 3893.703369
	Iteration 35Q: 3 clusters Score -1.450768e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 152659 members 
Entering Unmasked Estep 
Score: -14507699.000000 Penalty: 3893.703369
	Iteration 36Q: 3 clusters Score -1.45077e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 152536 members 
Entering Unmasked Estep 
Score: -14507746.000000 Penalty: 3893.703369
	Iteration 37Q: 3 clusters Score -1.450775e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 152417 members 
Entering Unmasked Estep 
Score: -14507735.000000 Penalty: 3893.703369
	Iteration 38Q: 3 clusters Score -1.450774e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 152300 members 
Entering Unmasked Estep 
Score: -14507757.000000 Penalty: 3893.703369
	Iteration 39Q: 3 clusters Score -1.450776e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 152184 members 
Entering Unmasked Estep 
Score: -14507768.000000 Penalty: 3893.703369
	Iteration 40F: 3 clusters Score -1.450777e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 152063 members 
Entering Unmasked Estep 
Score: -14507779.000000 Penalty: 3893.703369
	Iteration 41Q: 3 clusters Score -1.450778e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 151903 members 
Entering Unmasked Estep 
Score: -14507783.000000 Penalty: 3893.703369
	Iteration 42Q: 3 clusters Score -1.450778e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 151714 members 
Entering Unmasked Estep 
Score: -14507845.000000 Penalty: 3893.703369
	Iteration 43Q: 3 clusters Score -1.450784e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 151520 members 
Entering Unmasked Estep 
Score: -14507868.000000 Penalty: 3893.703369
	Iteration 44Q: 3 clusters Score -1.450787e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 151336 members 
Entering Unmasked Estep 
Score: -14507855.000000 Penalty: 3893.703369
	Iteration 45Q: 3 clusters Score -1.450786e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 151116 members 
Entering Unmasked Estep 
Score: -14507890.000000 Penalty: 3893.703369
	Iteration 46Q: 3 clusters Score -1.450789e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 150873 members 
Entering Unmasked Estep 
Score: -14507938.000000 Penalty: 3893.703369
	Iteration 47Q: 3 clusters Score -1.450794e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 150612 members 
Entering Unmasked Estep 
Score: -14507998.000000 Penalty: 3893.703369
	Iteration 48Q: 3 clusters Score -1.4508e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 150316 members 
Entering Unmasked Estep 
Score: -14508012.000000 Penalty: 3893.703369
	Iteration 49Q: 3 clusters Score -1.450801e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 149965 members 
Entering Unmasked Estep 
Score: -14508052.000000 Penalty: 3893.703369
	Iteration 50Q: 3 clusters Score -1.450805e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 149607 members 
Entering Unmasked Estep 
Score: -14508138.000000 Penalty: 3893.703369
	Iteration 51Q: 3 clusters Score -1.450814e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 149223 members 
Entering Unmasked Estep 
Score: -14508224.000000 Penalty: 3893.703369
	Iteration 52Q: 3 clusters Score -1.450822e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 148781 members 
Entering Unmasked Estep 
Score: -14508287.000000 Penalty: 3893.703369
	Iteration 53Q: 3 clusters Score -1.450829e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 148267 members 
Entering Unmasked Estep 
Score: -14508375.000000 Penalty: 3893.703369
	Iteration 54Q: 3 clusters Score -1.450838e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 147695 members 
Entering Unmasked Estep 
Score: -14508493.000000 Penalty: 3893.703369
	Iteration 55Q: 3 clusters Score -1.450849e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 147086 members 
Entering Unmasked Estep 
Score: -14508583.000000 Penalty: 3893.703369
	Iteration 56Q: 3 clusters Score -1.450858e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 146362 members 
Entering Unmasked Estep 
Score: -14508706.000000 Penalty: 3893.703369
	Iteration 57Q: 3 clusters Score -1.450871e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 145598 members 
Entering Unmasked Estep 
Score: -14508923.000000 Penalty: 3893.703369
	Iteration 58Q: 3 clusters Score -1.450892e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 144756 members 
Entering Unmasked Estep 
Score: -14509097.000000 Penalty: 3893.703369
	Iteration 59Q: 3 clusters Score -1.45091e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 143845 members 
Entering Unmasked Estep 
Score: -14509369.000000 Penalty: 3893.703369
	Iteration 60F: 3 clusters Score -1.450937e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 142820 members 
Entering Unmasked Estep 
Score: -14509658.000000 Penalty: 3893.703369
	Iteration 61Q: 3 clusters Score -1.450966e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 141693 members 
Entering Unmasked Estep 
Score: -14509981.000000 Penalty: 3893.703369
	Iteration 62Q: 3 clusters Score -1.450998e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 140368 members 
Entering Unmasked Estep 
Score: -14510408.000000 Penalty: 3893.703369
	Iteration 63Q: 3 clusters Score -1.451041e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 138908 members 
Entering Unmasked Estep 
Score: -14510891.000000 Penalty: 3893.703369
	Iteration 64Q: 3 clusters Score -1.451089e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 137245 members 
Entering Unmasked Estep 
Score: -14511529.000000 Penalty: 3893.703369
	Iteration 65Q: 3 clusters Score -1.451153e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 135320 members 
Entering Unmasked Estep 
Score: -14512310.000000 Penalty: 3893.703369
	Iteration 66Q: 3 clusters Score -1.451231e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 133110 members 
Entering Unmasked Estep 
Score: -14513456.000000 Penalty: 3893.703369
	Iteration 67Q: 3 clusters Score -1.451346e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 130552 members 
Entering Unmasked Estep 
Score: -14514986.000000 Penalty: 3893.703369
	Iteration 68Q: 3 clusters Score -1.451499e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 127548 members 
Entering Unmasked Estep 
Score: -14516791.000000 Penalty: 3893.703369
	Iteration 69Q: 3 clusters Score -1.451679e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35278 members 
Mstep: Class 2 contains 124354 members 
Entering Unmasked Estep 
Score: -14518636.000000 Penalty: 3893.703369
	Iteration 70Q: 3 clusters Score -1.451864e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 121342 members 
Entering Unmasked Estep 
Score: -14520346.000000 Penalty: 3893.703369
	Iteration 71Q: 3 clusters Score -1.452035e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 118799 members 
Entering Unmasked Estep 
Score: -14521539.000000 Penalty: 3893.703369
	Iteration 72Q: 3 clusters Score -1.452154e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 116842 members 
Entering Unmasked Estep 
Score: -14522267.000000 Penalty: 3893.703369
	Iteration 73Q: 3 clusters Score -1.452227e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 115455 members 
Entering Unmasked Estep 
Score: -14522774.000000 Penalty: 3893.703369
	Iteration 74Q: 3 clusters Score -1.452277e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45159 members 
Mstep: Class 2 contains 114473 members 
Entering Unmasked Estep 
Score: -14523095.000000 Penalty: 3893.703369
	Iteration 75Q: 3 clusters Score -1.45231e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 113827 members 
Entering Unmasked Estep 
Score: -14523273.000000 Penalty: 3893.703369
	Iteration 76Q: 3 clusters Score -1.452327e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 113424 members 
Entering Unmasked Estep 
Score: -14523346.000000 Penalty: 3893.703369
	Iteration 77Q: 3 clusters Score -1.452335e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 113161 members 
Entering Unmasked Estep 
Score: -14523381.000000 Penalty: 3893.703369
	Iteration 78Q: 3 clusters Score -1.452338e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 112991 members 
Entering Unmasked Estep 
Score: -14523394.000000 Penalty: 3893.703369
	Iteration 79Q: 3 clusters Score -1.452339e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46732 members 
Mstep: Class 2 contains 112900 members 
Entering Unmasked Estep 
Score: -14525365.000000 Penalty: 3893.703369
	Iteration 80F: 3 clusters Score -1.452536e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49324 members 
Mstep: Class 2 contains 110308 members 
Entering Unmasked Estep 
Score: -14527711.000000 Penalty: 3893.703369
	Iteration 81Q: 3 clusters Score -1.452771e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51531 members 
Mstep: Class 2 contains 108101 members 
Entering Unmasked Estep 
Score: -14528914.000000 Penalty: 3893.703369
	Iteration 82Q: 3 clusters Score -1.452891e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53327 members 
Mstep: Class 2 contains 106305 members 
Entering Unmasked Estep 
Score: -14529586.000000 Penalty: 3893.703369
	Iteration 83Q: 3 clusters Score -1.452959e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54735 members 
Mstep: Class 2 contains 104897 members 
Entering Unmasked Estep 
Score: -14529938.000000 Penalty: 3893.703369
	Iteration 84Q: 3 clusters Score -1.452994e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55827 members 
Mstep: Class 2 contains 103805 members 
Entering Unmasked Estep 
Score: -14530192.000000 Penalty: 3893.703369
	Iteration 85Q: 3 clusters Score -1.453019e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56644 members 
Mstep: Class 2 contains 102988 members 
Entering Unmasked Estep 
Score: -14530262.000000 Penalty: 3893.703369
	Iteration 86Q: 3 clusters Score -1.453026e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57216 members 
Mstep: Class 2 contains 102416 members 
Entering Unmasked Estep 
Score: -14530309.000000 Penalty: 3893.703369
	Iteration 87Q: 3 clusters Score -1.453031e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57624 members 
Mstep: Class 2 contains 102008 members 
Entering Unmasked Estep 
Score: -14530346.000000 Penalty: 3893.703369
	Iteration 88Q: 3 clusters Score -1.453035e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57938 members 
Mstep: Class 2 contains 101694 members 
Entering Unmasked Estep 
Score: -14530335.000000 Penalty: 3893.703369
	Iteration 89Q: 3 clusters Score -1.453034e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58173 members 
Mstep: Class 2 contains 101459 members 
Entering Unmasked Estep 
Score: -14530295.000000 Penalty: 3893.703369
	Iteration 90Q: 3 clusters Score -1.45303e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58355 members 
Mstep: Class 2 contains 101277 members 
Entering Unmasked Estep 
Score: -14530317.000000 Penalty: 3893.703369
	Iteration 91Q: 3 clusters Score -1.453032e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58521 members 
Mstep: Class 2 contains 101111 members 
Entering Unmasked Estep 
Score: -14530320.000000 Penalty: 3893.703369
	Iteration 92Q: 3 clusters Score -1.453032e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58660 members 
Mstep: Class 2 contains 100972 members 
Entering Unmasked Estep 
Score: -14530318.000000 Penalty: 3893.703369
	Iteration 93Q: 3 clusters Score -1.453032e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58780 members 
Mstep: Class 2 contains 100852 members 
Entering Unmasked Estep 
Score: -14530339.000000 Penalty: 3893.703369
	Iteration 94Q: 3 clusters Score -1.453034e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58884 members 
Mstep: Class 2 contains 100748 members 
Entering Unmasked Estep 
Score: -14530366.000000 Penalty: 3893.703369
	Iteration 95Q: 3 clusters Score -1.453037e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58954 members 
Mstep: Class 2 contains 100678 members 
Entering Unmasked Estep 
Score: -14530339.000000 Penalty: 3893.703369
	Iteration 96Q: 3 clusters Score -1.453034e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59022 members 
Mstep: Class 2 contains 100610 members 
Entering Unmasked Estep 
Score: -14530343.000000 Penalty: 3893.703369
	Iteration 97Q: 3 clusters Score -1.453034e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59072 members 
Mstep: Class 2 contains 100560 members 
Entering Unmasked Estep 
Score: -14530308.000000 Penalty: 3893.703369
	Iteration 98Q: 3 clusters Score -1.453031e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59118 members 
Mstep: Class 2 contains 100514 members 
Entering Unmasked Estep 
Score: -14530310.000000 Penalty: 3893.703369
	Iteration 99Q: 3 clusters Score -1.453031e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59148 members 
Mstep: Class 2 contains 100484 members 
Entering Unmasked Estep 
Score: -14530309.000000 Penalty: 3893.703369
	Iteration 100F: 3 clusters Score -1.453031e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59170 members 
Mstep: Class 2 contains 100462 members 
Entering Unmasked Estep 
Score: -14530320.000000 Penalty: 3893.703369
	Iteration 101Q: 3 clusters Score -1.453032e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59189 members 
Mstep: Class 2 contains 100443 members 
Entering Unmasked Estep 
Score: -14530334.000000 Penalty: 3893.703369
	Iteration 102Q: 3 clusters Score -1.453033e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59199 members 
Mstep: Class 2 contains 100433 members 
Entering Unmasked Estep 
Score: -14530317.000000 Penalty: 3893.703369
	Iteration 103Q: 3 clusters Score -1.453032e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59208 members 
Mstep: Class 2 contains 100424 members 
Entering Unmasked Estep 
Score: -14530321.000000 Penalty: 3893.703369
	Iteration 104Q: 3 clusters Score -1.453032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59215 members 
Mstep: Class 2 contains 100417 members 
Entering Unmasked Estep 
Score: -14530312.000000 Penalty: 3893.703369
	Iteration 105Q: 3 clusters Score -1.453031e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59224 members 
Mstep: Class 2 contains 100408 members 
Entering Unmasked Estep 
Score: -14530313.000000 Penalty: 3893.703369
	Iteration 106Q: 3 clusters Score -1.453031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59228 members 
Mstep: Class 2 contains 100404 members 
Entering Unmasked Estep 
Score: -14530319.000000 Penalty: 3893.703369
	Iteration 107Q: 3 clusters Score -1.453032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59229 members 
Mstep: Class 2 contains 100403 members 
Entering Unmasked Estep 
Score: -14530320.000000 Penalty: 3893.703369
	Iteration 108Q: 3 clusters Score -1.453032e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59229 members 
Mstep: Class 2 contains 100403 members 
Entering Unmasked Estep 
Score: -14530320.000000 Penalty: 3893.703369
	Iteration 109F: 3 clusters Score -1.453032e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 51483 members 
Mstep: Class 3 contains 24333 members 
Mstep: Class 4 contains 12151 members 
Mstep: Class 5 contains 4258 members 
Mstep: Class 6 contains 95238 members 
Mstep: Class 7 contains 137600 members 
Mstep: Class 8 contains 20406 members 
Mstep: Class 9 contains 139146 members 
Mstep: Class 10 contains 15418 members 
Mstep: Class 11 contains 4604 members 
Mstep: Class 12 contains 59229 members 
Mstep: Class 13 contains 9924 members 
Mstep: Class 14 contains 4814 members 
Mstep: Class 15 contains 18960 members 
Mstep: Class 16 contains 42464 members 
Mstep: Class 17 contains 10703 members 
Mstep: Class 18 contains 58636 members 
Mstep: Class 19 contains 10205 members 
Mstep: Class 20 contains 13620 members 
Mstep: Class 21 contains 76818 members 
Mstep: Class 22 contains 10986 members 
Mstep: Class 23 contains 6185 members 
Mstep: Class 24 contains 1114 members 
Mstep: Class 25 contains 11276 members 
Mstep: Class 26 contains 12200 members 
Mstep: Class 27 contains 100403 members 
Entering Unmasked Estep 
Score: -84356728.000000 Penalty: 60428.800781
Splitting cluster 12 changes total score from -84323504.000000 to -84356728.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (9924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Entering Unmasked Estep 
Score: -791363.250000 Penalty: 1495.440552
	Iteration 0F: 2 clusters Score -791363.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -784497.000000 Penalty: 2990.881104
	Iteration 0F: 3 clusters Score -784497 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -788444.062500 Penalty: 2990.881104
	Iteration 1F: 3 clusters Score -788444.1 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -789259.187500 Penalty: 2990.881104
	Iteration 2F: 3 clusters Score -789259.2 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -789889.250000 Penalty: 2990.881104
	Iteration 3F: 3 clusters Score -789889.2 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -790467.187500 Penalty: 2990.881104
	Iteration 4F: 3 clusters Score -790467.2 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -790907.375000 Penalty: 2990.881104
	Iteration 5F: 3 clusters Score -790907.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -791227.687500 Penalty: 2990.881104
	Iteration 6Q: 3 clusters Score -791227.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -791471.062500 Penalty: 2990.881104
	Iteration 7Q: 3 clusters Score -791471.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -791666.750000 Penalty: 2990.881104
	Iteration 8Q: 3 clusters Score -791666.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -791824.250000 Penalty: 2990.881104
	Iteration 9Q: 3 clusters Score -791824.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -791978.000000 Penalty: 2990.881104
	Iteration 10Q: 3 clusters Score -791978 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -792138.312500 Penalty: 2990.881104
	Iteration 11Q: 3 clusters Score -792138.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -792299.937500 Penalty: 2990.881104
	Iteration 12Q: 3 clusters Score -792299.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -792461.937500 Penalty: 2990.881104
	Iteration 13Q: 3 clusters Score -792461.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -792593.312500 Penalty: 2990.881104
	Iteration 14Q: 3 clusters Score -792593.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -792713.375000 Penalty: 2990.881104
	Iteration 15Q: 3 clusters Score -792713.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -792803.312500 Penalty: 2990.881104
	Iteration 16Q: 3 clusters Score -792803.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -792841.875000 Penalty: 2990.881104
	Iteration 17Q: 3 clusters Score -792841.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -792863.125000 Penalty: 2990.881104
	Iteration 18Q: 3 clusters Score -792863.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -792873.625000 Penalty: 2990.881104
	Iteration 19Q: 3 clusters Score -792873.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -792884.750000 Penalty: 2990.881104
	Iteration 20F: 3 clusters Score -792884.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -792889.187500 Penalty: 2990.881104
	Iteration 21Q: 3 clusters Score -792889.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -792889.625000 Penalty: 2990.881104
	Iteration 22Q: 3 clusters Score -792889.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -792887.937500 Penalty: 2990.881104
	Iteration 23Q: 3 clusters Score -792887.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -792887.937500 Penalty: 2990.881104
	Iteration 24F: 3 clusters Score -792887.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 51483 members 
Mstep: Class 3 contains 24333 members 
Mstep: Class 4 contains 12151 members 
Mstep: Class 5 contains 4258 members 
Mstep: Class 6 contains 95238 members 
Mstep: Class 7 contains 137600 members 
Mstep: Class 8 contains 20406 members 
Mstep: Class 9 contains 139146 members 
Mstep: Class 10 contains 15418 members 
Mstep: Class 11 contains 4604 members 
Mstep: Class 12 contains 59229 members 
Mstep: Class 13 contains 8804 members 
Mstep: Class 14 contains 4814 members 
Mstep: Class 15 contains 18960 members 
Mstep: Class 16 contains 42464 members 
Mstep: Class 17 contains 10703 members 
Mstep: Class 18 contains 58636 members 
Mstep: Class 19 contains 10205 members 
Mstep: Class 20 contains 13620 members 
Mstep: Class 21 contains 76818 members 
Mstep: Class 22 contains 10986 members 
Mstep: Class 23 contains 6185 members 
Mstep: Class 24 contains 1114 members 
Mstep: Class 25 contains 11276 members 
Mstep: Class 26 contains 12200 members 
Mstep: Class 27 contains 100403 members 
Mstep: Class 28 contains 1120 members 
Entering Unmasked Estep 
Score: -84357680.000000 Penalty: 62666.906250
Splitting cluster 13 changes total score from -84323504.000000 to -84357680.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (4814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Entering Unmasked Estep 
Score: -338105.250000 Penalty: 1377.883545
	Iteration 0F: 2 clusters Score -338105.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -334484.625000 Penalty: 2755.767090
	Iteration 0F: 3 clusters Score -334484.6 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -336826.062500 Penalty: 2755.767090
	Iteration 1F: 3 clusters Score -336826.1 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -337785.375000 Penalty: 2755.767090
	Iteration 2F: 3 clusters Score -337785.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -338476.750000 Penalty: 2755.767090
	Iteration 3F: 3 clusters Score -338476.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -339241.531250 Penalty: 2755.767090
	Iteration 4F: 3 clusters Score -339241.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -339975.343750 Penalty: 2755.767090
	Iteration 5F: 3 clusters Score -339975.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -340340.031250 Penalty: 2755.767090
	Iteration 6F: 3 clusters Score -340340 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -340650.562500 Penalty: 2755.767090
	Iteration 7Q: 3 clusters Score -340650.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -340892.093750 Penalty: 2755.767090
	Iteration 8Q: 3 clusters Score -340892.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -341019.812500 Penalty: 2755.767090
	Iteration 9Q: 3 clusters Score -341019.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -341088.531250 Penalty: 2755.767090
	Iteration 10Q: 3 clusters Score -341088.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -341119.593750 Penalty: 2755.767090
	Iteration 11Q: 3 clusters Score -341119.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -341138.843750 Penalty: 2755.767090
	Iteration 12Q: 3 clusters Score -341138.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -341154.187500 Penalty: 2755.767090
	Iteration 13Q: 3 clusters Score -341154.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -341165.718750 Penalty: 2755.767090
	Iteration 14Q: 3 clusters Score -341165.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -341170.250000 Penalty: 2755.767090
	Iteration 15Q: 3 clusters Score -341170.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -341178.906250 Penalty: 2755.767090
	Iteration 16Q: 3 clusters Score -341178.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -341186.593750 Penalty: 2755.767090
	Iteration 17Q: 3 clusters Score -341186.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -341191.656250 Penalty: 2755.767090
	Iteration 18Q: 3 clusters Score -341191.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -341201.031250 Penalty: 2755.767090
	Iteration 19Q: 3 clusters Score -341201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -341205.625000 Penalty: 2755.767090
	Iteration 20F: 3 clusters Score -341205.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -341206.875000 Penalty: 2755.767090
	Iteration 21Q: 3 clusters Score -341206.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -341207.875000 Penalty: 2755.767090
	Iteration 22Q: 3 clusters Score -341207.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -341209.250000 Penalty: 2755.767090
	Iteration 23Q: 3 clusters Score -341209.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -341211.093750 Penalty: 2755.767090
	Iteration 24Q: 3 clusters Score -341211.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -341211.593750 Penalty: 2755.767090
	Iteration 25Q: 3 clusters Score -341211.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -341211.593750 Penalty: 2755.767090
	Iteration 26F: 3 clusters Score -341211.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 51483 members 
Mstep: Class 3 contains 24333 members 
Mstep: Class 4 contains 12151 members 
Mstep: Class 5 contains 4258 members 
Mstep: Class 6 contains 95238 members 
Mstep: Class 7 contains 137600 members 
Mstep: Class 8 contains 20406 members 
Mstep: Class 9 contains 139146 members 
Mstep: Class 10 contains 15418 members 
Mstep: Class 11 contains 4604 members 
Mstep: Class 12 contains 59229 members 
Mstep: Class 13 contains 8804 members 
Mstep: Class 14 contains 1674 members 
Mstep: Class 15 contains 18960 members 
Mstep: Class 16 contains 42464 members 
Mstep: Class 17 contains 10703 members 
Mstep: Class 18 contains 58636 members 
Mstep: Class 19 contains 10205 members 
Mstep: Class 20 contains 13620 members 
Mstep: Class 21 contains 76818 members 
Mstep: Class 22 contains 10986 members 
Mstep: Class 23 contains 6185 members 
Mstep: Class 24 contains 1114 members 
Mstep: Class 25 contains 11276 members 
Mstep: Class 26 contains 12200 members 
Mstep: Class 27 contains 100403 members 
Mstep: Class 28 contains 1120 members 
Mstep: Class 29 contains 3140 members 
Entering Unmasked Estep 
Score: -84360040.000000 Penalty: 64905.007812
Splitting cluster 14 changes total score from -84323504.000000 to -84360040.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (18960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Entering Unmasked Estep 
Score: -1613012.375000 Penalty: 1600.639160
	Iteration 0F: 2 clusters Score -1613012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1600109.625000 Penalty: 3201.278320
	Iteration 0F: 3 clusters Score -1600110 nChanged 8629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1606280.375000 Penalty: 3201.278320
	Iteration 1F: 3 clusters Score -1606280 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1608909.625000 Penalty: 3201.278320
	Iteration 2F: 3 clusters Score -1608910 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1611563.750000 Penalty: 3201.278320
	Iteration 3F: 3 clusters Score -1611564 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1613757.500000 Penalty: 3201.278320
	Iteration 4F: 3 clusters Score -1613758 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1614951.625000 Penalty: 3201.278320
	Iteration 5F: 3 clusters Score -1614952 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1615526.000000 Penalty: 3201.278320
	Iteration 6Q: 3 clusters Score -1615526 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1615820.125000 Penalty: 3201.278320
	Iteration 7Q: 3 clusters Score -1615820 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1616006.125000 Penalty: 3201.278320
	Iteration 8Q: 3 clusters Score -1616006 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1616145.000000 Penalty: 3201.278320
	Iteration 9Q: 3 clusters Score -1616145 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1616252.875000 Penalty: 3201.278320
	Iteration 10Q: 3 clusters Score -1616253 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1616364.125000 Penalty: 3201.278320
	Iteration 11Q: 3 clusters Score -1616364 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1616491.125000 Penalty: 3201.278320
	Iteration 12Q: 3 clusters Score -1616491 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1616613.750000 Penalty: 3201.278320
	Iteration 13Q: 3 clusters Score -1616614 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1616741.000000 Penalty: 3201.278320
	Iteration 14Q: 3 clusters Score -1616741 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1616832.750000 Penalty: 3201.278320
	Iteration 15Q: 3 clusters Score -1616833 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1616926.625000 Penalty: 3201.278320
	Iteration 16Q: 3 clusters Score -1616927 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1617009.625000 Penalty: 3201.278320
	Iteration 17Q: 3 clusters Score -1617010 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1617077.500000 Penalty: 3201.278320
	Iteration 18Q: 3 clusters Score -1617078 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1617139.625000 Penalty: 3201.278320
	Iteration 19Q: 3 clusters Score -1617140 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1617216.875000 Penalty: 3201.278320
	Iteration 20F: 3 clusters Score -1617217 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1617310.500000 Penalty: 3201.278320
	Iteration 21Q: 3 clusters Score -1617310 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1617400.000000 Penalty: 3201.278320
	Iteration 22Q: 3 clusters Score -1617400 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1617480.250000 Penalty: 3201.278320
	Iteration 23Q: 3 clusters Score -1617480 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1617540.375000 Penalty: 3201.278320
	Iteration 24Q: 3 clusters Score -1617540 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1617583.625000 Penalty: 3201.278320
	Iteration 25Q: 3 clusters Score -1617584 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1617612.125000 Penalty: 3201.278320
	Iteration 26Q: 3 clusters Score -1617612 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1617637.375000 Penalty: 3201.278320
	Iteration 27Q: 3 clusters Score -1617637 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1617649.375000 Penalty: 3201.278320
	Iteration 28Q: 3 clusters Score -1617649 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1617665.000000 Penalty: 3201.278320
	Iteration 29Q: 3 clusters Score -1617665 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1617672.250000 Penalty: 3201.278320
	Iteration 30Q: 3 clusters Score -1617672 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1617676.000000 Penalty: 3201.278320
	Iteration 31Q: 3 clusters Score -1617676 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1617681.250000 Penalty: 3201.278320
	Iteration 32Q: 3 clusters Score -1617681 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1617686.000000 Penalty: 3201.278320
	Iteration 33Q: 3 clusters Score -1617686 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1617695.000000 Penalty: 3201.278320
	Iteration 34Q: 3 clusters Score -1617695 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1617696.000000 Penalty: 3201.278320
	Iteration 35Q: 3 clusters Score -1617696 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1617701.375000 Penalty: 3201.278320
	Iteration 36Q: 3 clusters Score -1617701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1617700.375000 Penalty: 3201.278320
	Iteration 37Q: 3 clusters Score -1617700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1617707.000000 Penalty: 3201.278320
	Iteration 38Q: 3 clusters Score -1617707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1617703.875000 Penalty: 3201.278320
	Iteration 39Q: 3 clusters Score -1617704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1617708.250000 Penalty: 3201.278320
	Iteration 40F: 3 clusters Score -1617708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1617709.750000 Penalty: 3201.278320
	Iteration 41Q: 3 clusters Score -1617710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1617711.000000 Penalty: 3201.278320
	Iteration 42Q: 3 clusters Score -1617711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1617713.375000 Penalty: 3201.278320
	Iteration 43Q: 3 clusters Score -1617713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1617710.500000 Penalty: 3201.278320
	Iteration 44Q: 3 clusters Score -1617710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1617707.750000 Penalty: 3201.278320
	Iteration 45Q: 3 clusters Score -1617708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1617710.250000 Penalty: 3201.278320
	Iteration 46Q: 3 clusters Score -1617710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1617715.000000 Penalty: 3201.278320
	Iteration 47Q: 3 clusters Score -1617715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1617716.125000 Penalty: 3201.278320
	Iteration 48Q: 3 clusters Score -1617716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1617718.625000 Penalty: 3201.278320
	Iteration 49Q: 3 clusters Score -1617719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1617718.125000 Penalty: 3201.278320
	Iteration 50Q: 3 clusters Score -1617718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1617715.875000 Penalty: 3201.278320
	Iteration 51Q: 3 clusters Score -1617716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1617719.375000 Penalty: 3201.278320
	Iteration 52Q: 3 clusters Score -1617719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1617718.000000 Penalty: 3201.278320
	Iteration 53Q: 3 clusters Score -1617718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1617720.125000 Penalty: 3201.278320
	Iteration 54Q: 3 clusters Score -1617720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1617721.500000 Penalty: 3201.278320
	Iteration 55Q: 3 clusters Score -1617722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1617720.750000 Penalty: 3201.278320
	Iteration 56Q: 3 clusters Score -1617721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1617718.375000 Penalty: 3201.278320
	Iteration 57Q: 3 clusters Score -1617718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1617723.625000 Penalty: 3201.278320
	Iteration 58Q: 3 clusters Score -1617724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1617724.250000 Penalty: 3201.278320
	Iteration 59Q: 3 clusters Score -1617724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1617726.250000 Penalty: 3201.278320
	Iteration 60F: 3 clusters Score -1617726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1617728.000000 Penalty: 3201.278320
	Iteration 61Q: 3 clusters Score -1617728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1617727.875000 Penalty: 3201.278320
	Iteration 62Q: 3 clusters Score -1617728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1617728.500000 Penalty: 3201.278320
	Iteration 63Q: 3 clusters Score -1617728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1617723.875000 Penalty: 3201.278320
	Iteration 64Q: 3 clusters Score -1617724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1617730.875000 Penalty: 3201.278320
	Iteration 65Q: 3 clusters Score -1617731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1617732.000000 Penalty: 3201.278320
	Iteration 66Q: 3 clusters Score -1617732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1617733.125000 Penalty: 3201.278320
	Iteration 67Q: 3 clusters Score -1617733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1617734.000000 Penalty: 3201.278320
	Iteration 68Q: 3 clusters Score -1617734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1617736.500000 Penalty: 3201.278320
	Iteration 69Q: 3 clusters Score -1617736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1617736.000000 Penalty: 3201.278320
	Iteration 70Q: 3 clusters Score -1617736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1617733.125000 Penalty: 3201.278320
	Iteration 71Q: 3 clusters Score -1617733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1617734.750000 Penalty: 3201.278320
	Iteration 72Q: 3 clusters Score -1617735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1617732.250000 Penalty: 3201.278320
	Iteration 73Q: 3 clusters Score -1617732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1617733.250000 Penalty: 3201.278320
	Iteration 74Q: 3 clusters Score -1617733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1617731.875000 Penalty: 3201.278320
	Iteration 75Q: 3 clusters Score -1617732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1617732.125000 Penalty: 3201.278320
	Iteration 76Q: 3 clusters Score -1617732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1617732.125000 Penalty: 3201.278320
	Iteration 77F: 3 clusters Score -1617732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 51483 members 
Mstep: Class 3 contains 24333 members 
Mstep: Class 4 contains 12151 members 
Mstep: Class 5 contains 4258 members 
Mstep: Class 6 contains 95238 members 
Mstep: Class 7 contains 137600 members 
Mstep: Class 8 contains 20406 members 
Mstep: Class 9 contains 139146 members 
Mstep: Class 10 contains 15418 members 
Mstep: Class 11 contains 4604 members 
Mstep: Class 12 contains 59229 members 
Mstep: Class 13 contains 8804 members 
Mstep: Class 14 contains 1674 members 
Mstep: Class 15 contains 14184 members 
Mstep: Class 16 contains 42464 members 
Mstep: Class 17 contains 10703 members 
Mstep: Class 18 contains 58636 members 
Mstep: Class 19 contains 10205 members 
Mstep: Class 20 contains 13620 members 
Mstep: Class 21 contains 76818 members 
Mstep: Class 22 contains 10986 members 
Mstep: Class 23 contains 6185 members 
Mstep: Class 24 contains 1114 members 
Mstep: Class 25 contains 11276 members 
Mstep: Class 26 contains 12200 members 
Mstep: Class 27 contains 100403 members 
Mstep: Class 28 contains 1120 members 
Mstep: Class 29 contains 3140 members 
Mstep: Class 30 contains 4776 members 
Entering Unmasked Estep 
Score: -84363904.000000 Penalty: 67143.117188
Splitting cluster 15 changes total score from -84323504.000000 to -84363904.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (42464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Entering Unmasked Estep 
Score: -3851504.000000 Penalty: 1731.666992
	Iteration 0F: 2 clusters Score -3851504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -3823001.000000 Penalty: 3463.333984
	Iteration 0F: 3 clusters Score -3823001 nChanged 19764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -3834100.500000 Penalty: 3463.333984
	Iteration 1F: 3 clusters Score -3834100 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -3834572.000000 Penalty: 3463.333984
	Iteration 2Q: 3 clusters Score -3834572 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -3835077.000000 Penalty: 3463.333984
	Iteration 3Q: 3 clusters Score -3835077 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -3835742.000000 Penalty: 3463.333984
	Iteration 4Q: 3 clusters Score -3835742 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -3836804.750000 Penalty: 3463.333984
	Iteration 5F: 3 clusters Score -3836805 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -3838586.250000 Penalty: 3463.333984
	Iteration 6F: 3 clusters Score -3838586 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -3841238.000000 Penalty: 3463.333984
	Iteration 7F: 3 clusters Score -3841238 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -3844178.500000 Penalty: 3463.333984
	Iteration 8F: 3 clusters Score -3844178 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 37091 members 
Entering Unmasked Estep 
Score: -3846435.750000 Penalty: 3463.333984
	Iteration 9F: 3 clusters Score -3846436 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -3847789.750000 Penalty: 3463.333984
	Iteration 10Q: 3 clusters Score -3847790 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -3848662.750000 Penalty: 3463.333984
	Iteration 11Q: 3 clusters Score -3848663 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -3849163.250000 Penalty: 3463.333984
	Iteration 12Q: 3 clusters Score -3849163 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -3849499.250000 Penalty: 3463.333984
	Iteration 13Q: 3 clusters Score -3849499 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -3849708.500000 Penalty: 3463.333984
	Iteration 14Q: 3 clusters Score -3849708 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -3849838.500000 Penalty: 3463.333984
	Iteration 15Q: 3 clusters Score -3849838 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -3849927.500000 Penalty: 3463.333984
	Iteration 16Q: 3 clusters Score -3849928 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -3849986.500000 Penalty: 3463.333984
	Iteration 17Q: 3 clusters Score -3849986 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -3850036.500000 Penalty: 3463.333984
	Iteration 18Q: 3 clusters Score -3850036 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -3850069.750000 Penalty: 3463.333984
	Iteration 19Q: 3 clusters Score -3850070 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -3850084.750000 Penalty: 3463.333984
	Iteration 20F: 3 clusters Score -3850085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -3850091.750000 Penalty: 3463.333984
	Iteration 21Q: 3 clusters Score -3850092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -3850102.000000 Penalty: 3463.333984
	Iteration 22Q: 3 clusters Score -3850102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -3850109.250000 Penalty: 3463.333984
	Iteration 23Q: 3 clusters Score -3850109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -3850111.000000 Penalty: 3463.333984
	Iteration 24Q: 3 clusters Score -3850111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -3850123.250000 Penalty: 3463.333984
	Iteration 25Q: 3 clusters Score -3850123 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -3850130.000000 Penalty: 3463.333984
	Iteration 26Q: 3 clusters Score -3850130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -3850141.250000 Penalty: 3463.333984
	Iteration 27Q: 3 clusters Score -3850141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -3850148.750000 Penalty: 3463.333984
	Iteration 28Q: 3 clusters Score -3850149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -3850149.500000 Penalty: 3463.333984
	Iteration 29Q: 3 clusters Score -3850150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 41798 members 
Entering Unmasked Estep 
Score: -3850148.500000 Penalty: 3463.333984
	Iteration 30Q: 3 clusters Score -3850148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -3850147.750000 Penalty: 3463.333984
	Iteration 31Q: 3 clusters Score -3850148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -3850151.500000 Penalty: 3463.333984
	Iteration 32Q: 3 clusters Score -3850152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -3850152.500000 Penalty: 3463.333984
	Iteration 33Q: 3 clusters Score -3850152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 41809 members 
Entering Unmasked Estep 
Score: -3850154.250000 Penalty: 3463.333984
	Iteration 34Q: 3 clusters Score -3850154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 41809 members 
Entering Unmasked Estep 
Score: -3850152.750000 Penalty: 3463.333984
	Iteration 35Q: 3 clusters Score -3850153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -3850155.250000 Penalty: 3463.333984
	Iteration 36Q: 3 clusters Score -3850155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -3850153.250000 Penalty: 3463.333984
	Iteration 37Q: 3 clusters Score -3850153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -3850156.250000 Penalty: 3463.333984
	Iteration 38Q: 3 clusters Score -3850156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -3850157.750000 Penalty: 3463.333984
	Iteration 39Q: 3 clusters Score -3850158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -3850154.750000 Penalty: 3463.333984
	Iteration 40F: 3 clusters Score -3850155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -3850168.000000 Penalty: 3463.333984
	Iteration 41Q: 3 clusters Score -3850168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -3850169.250000 Penalty: 3463.333984
	Iteration 42Q: 3 clusters Score -3850169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -3850167.750000 Penalty: 3463.333984
	Iteration 43Q: 3 clusters Score -3850168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -3850171.500000 Penalty: 3463.333984
	Iteration 44Q: 3 clusters Score -3850172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -3850169.000000 Penalty: 3463.333984
	Iteration 45Q: 3 clusters Score -3850169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -3850169.250000 Penalty: 3463.333984
	Iteration 46Q: 3 clusters Score -3850169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -3850169.250000 Penalty: 3463.333984
	Iteration 47Q: 3 clusters Score -3850169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -3850173.000000 Penalty: 3463.333984
	Iteration 48Q: 3 clusters Score -3850173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -3850175.250000 Penalty: 3463.333984
	Iteration 49Q: 3 clusters Score -3850175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -3850171.750000 Penalty: 3463.333984
	Iteration 50Q: 3 clusters Score -3850172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -3850178.500000 Penalty: 3463.333984
	Iteration 51Q: 3 clusters Score -3850178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -3850181.250000 Penalty: 3463.333984
	Iteration 52Q: 3 clusters Score -3850181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -3850177.500000 Penalty: 3463.333984
	Iteration 53Q: 3 clusters Score -3850178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 41837 members 
Entering Unmasked Estep 
Score: -3850175.250000 Penalty: 3463.333984
	Iteration 54Q: 3 clusters Score -3850175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -3850179.250000 Penalty: 3463.333984
	Iteration 55Q: 3 clusters Score -3850179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -3850178.750000 Penalty: 3463.333984
	Iteration 56Q: 3 clusters Score -3850179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -3850178.750000 Penalty: 3463.333984
	Iteration 57F: 3 clusters Score -3850179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Entering Unmasked Estep 
Score: -907484.687500 Penalty: 1507.720337
	Iteration 0F: 2 clusters Score -907484.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -899968.812500 Penalty: 3015.440674
	Iteration 0F: 3 clusters Score -899968.8 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -904111.937500 Penalty: 3015.440674
	Iteration 1F: 3 clusters Score -904111.9 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -906559.750000 Penalty: 3015.440674
	Iteration 2F: 3 clusters Score -906559.8 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -908090.312500 Penalty: 3015.440674
	Iteration 3F: 3 clusters Score -908090.3 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -908975.062500 Penalty: 3015.440674
	Iteration 4F: 3 clusters Score -908975.1 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -909565.437500 Penalty: 3015.440674
	Iteration 5Q: 3 clusters Score -909565.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -910094.875000 Penalty: 3015.440674
	Iteration 6Q: 3 clusters Score -910094.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -910415.437500 Penalty: 3015.440674
	Iteration 7Q: 3 clusters Score -910415.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -910487.375000 Penalty: 3015.440674
	Iteration 8Q: 3 clusters Score -910487.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -910507.312500 Penalty: 3015.440674
	Iteration 9Q: 3 clusters Score -910507.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -910516.750000 Penalty: 3015.440674
	Iteration 10Q: 3 clusters Score -910516.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -910523.187500 Penalty: 3015.440674
	Iteration 11Q: 3 clusters Score -910523.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -910524.187500 Penalty: 3015.440674
	Iteration 12Q: 3 clusters Score -910524.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -910526.312500 Penalty: 3015.440674
	Iteration 13Q: 3 clusters Score -910526.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -910526.750000 Penalty: 3015.440674
	Iteration 14Q: 3 clusters Score -910526.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -910527.812500 Penalty: 3015.440674
	Iteration 15Q: 3 clusters Score -910527.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -910527.937500 Penalty: 3015.440674
	Iteration 16Q: 3 clusters Score -910527.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -910527.937500 Penalty: 3015.440674
	Iteration 17F: 3 clusters Score -910527.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 51483 members 
Mstep: Class 3 contains 24333 members 
Mstep: Class 4 contains 12151 members 
Mstep: Class 5 contains 4258 members 
Mstep: Class 6 contains 95238 members 
Mstep: Class 7 contains 137600 members 
Mstep: Class 8 contains 20406 members 
Mstep: Class 9 contains 139146 members 
Mstep: Class 10 contains 15418 members 
Mstep: Class 11 contains 4604 members 
Mstep: Class 12 contains 59229 members 
Mstep: Class 13 contains 8804 members 
Mstep: Class 14 contains 1674 members 
Mstep: Class 15 contains 14184 members 
Mstep: Class 16 contains 42464 members 
Mstep: Class 17 contains 7497 members 
Mstep: Class 18 contains 58636 members 
Mstep: Class 19 contains 10205 members 
Mstep: Class 20 contains 13620 members 
Mstep: Class 21 contains 76818 members 
Mstep: Class 22 contains 10986 members 
Mstep: Class 23 contains 6185 members 
Mstep: Class 24 contains 1114 members 
Mstep: Class 25 contains 11276 members 
Mstep: Class 26 contains 12200 members 
Mstep: Class 27 contains 100403 members 
Mstep: Class 28 contains 1120 members 
Mstep: Class 29 contains 3140 members 
Mstep: Class 30 contains 4776 members 
Mstep: Class 31 contains 3206 members 
Entering Unmasked Estep 
Score: -84366376.000000 Penalty: 69381.218750
Splitting cluster 17 changes total score from -84323504.000000 to -84366376.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 18 (58636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58636 members 
Entering Unmasked Estep 
Score: -5389297.000000 Penalty: 1784.104370
	Iteration 0F: 2 clusters Score -5389297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -5350055.500000 Penalty: 3568.208740
	Iteration 0F: 3 clusters Score -5350056 nChanged 27579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -5365644.000000 Penalty: 3568.208740
	Iteration 1F: 3 clusters Score -5365644 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -5365917.000000 Penalty: 3568.208740
	Iteration 2Q: 3 clusters Score -5365917 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -5366198.000000 Penalty: 3568.208740
	Iteration 3Q: 3 clusters Score -5366198 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -5366444.000000 Penalty: 3568.208740
	Iteration 4Q: 3 clusters Score -5366444 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -5366620.500000 Penalty: 3568.208740
	Iteration 5Q: 3 clusters Score -5366620 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -5366777.500000 Penalty: 3568.208740
	Iteration 6Q: 3 clusters Score -5366778 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -5366972.000000 Penalty: 3568.208740
	Iteration 7Q: 3 clusters Score -5366972 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -5367187.000000 Penalty: 3568.208740
	Iteration 8Q: 3 clusters Score -5367187 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -5367417.500000 Penalty: 3568.208740
	Iteration 9Q: 3 clusters Score -5367418 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -5367817.500000 Penalty: 3568.208740
	Iteration 10Q: 3 clusters Score -5367818 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -5368393.000000 Penalty: 3568.208740
	Iteration 11Q: 3 clusters Score -5368393 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -5369590.500000 Penalty: 3568.208740
	Iteration 12Q: 3 clusters Score -5369590 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -5371880.500000 Penalty: 3568.208740
	Iteration 13F: 3 clusters Score -5371880 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 45588 members 
Entering Unmasked Estep 
Score: -5375409.500000 Penalty: 3568.208740
	Iteration 14F: 3 clusters Score -5375410 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 50483 members 
Entering Unmasked Estep 
Score: -5379821.500000 Penalty: 3568.208740
	Iteration 15F: 3 clusters Score -5379822 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 54496 members 
Entering Unmasked Estep 
Score: -5383735.000000 Penalty: 3568.208740
	Iteration 16F: 3 clusters Score -5383735 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 56916 members 
Entering Unmasked Estep 
Score: -5386100.000000 Penalty: 3568.208740
	Iteration 17Q: 3 clusters Score -5386100 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 57963 members 
Entering Unmasked Estep 
Score: -5387068.500000 Penalty: 3568.208740
	Iteration 18Q: 3 clusters Score -5387068 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 58319 members 
Entering Unmasked Estep 
Score: -5387452.500000 Penalty: 3568.208740
	Iteration 19Q: 3 clusters Score -5387452 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 58430 members 
Entering Unmasked Estep 
Score: -5387597.000000 Penalty: 3568.208740
	Iteration 20F: 3 clusters Score -5387597 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 58467 members 
Entering Unmasked Estep 
Score: -5387641.000000 Penalty: 3568.208740
	Iteration 21Q: 3 clusters Score -5387641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 58476 members 
Entering Unmasked Estep 
Score: -5387667.000000 Penalty: 3568.208740
	Iteration 22Q: 3 clusters Score -5387667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 58482 members 
Entering Unmasked Estep 
Score: -5387684.500000 Penalty: 3568.208740
	Iteration 23Q: 3 clusters Score -5387684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 58486 members 
Entering Unmasked Estep 
Score: -5387699.500000 Penalty: 3568.208740
	Iteration 24Q: 3 clusters Score -5387700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 58490 members 
Entering Unmasked Estep 
Score: -5387729.000000 Penalty: 3568.208740
	Iteration 25Q: 3 clusters Score -5387729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 58491 members 
Entering Unmasked Estep 
Score: -5387738.000000 Penalty: 3568.208740
	Iteration 26Q: 3 clusters Score -5387738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 58494 members 
Entering Unmasked Estep 
Score: -5387735.500000 Penalty: 3568.208740
	Iteration 27Q: 3 clusters Score -5387736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 58496 members 
Entering Unmasked Estep 
Score: -5387741.500000 Penalty: 3568.208740
	Iteration 28Q: 3 clusters Score -5387742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 58496 members 
Entering Unmasked Estep 
Score: -5387741.500000 Penalty: 3568.208740
	Iteration 29F: 3 clusters Score -5387742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Entering Unmasked Estep 
Score: -873646.250000 Penalty: 1499.977783
	Iteration 0F: 2 clusters Score -873646.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -866447.000000 Penalty: 2999.955566
	Iteration 0F: 3 clusters Score -866447 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -868942.250000 Penalty: 2999.955566
	Iteration 1F: 3 clusters Score -868942.2 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -869670.000000 Penalty: 2999.955566
	Iteration 2F: 3 clusters Score -869670 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -870890.312500 Penalty: 2999.955566
	Iteration 3F: 3 clusters Score -870890.3 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -872575.062500 Penalty: 2999.955566
	Iteration 4F: 3 clusters Score -872575.1 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -873974.250000 Penalty: 2999.955566
	Iteration 5F: 3 clusters Score -873974.2 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -874739.312500 Penalty: 2999.955566
	Iteration 6F: 3 clusters Score -874739.3 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -875165.062500 Penalty: 2999.955566
	Iteration 7Q: 3 clusters Score -875165.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -875452.250000 Penalty: 2999.955566
	Iteration 8Q: 3 clusters Score -875452.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -875688.125000 Penalty: 2999.955566
	Iteration 9Q: 3 clusters Score -875688.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -875817.250000 Penalty: 2999.955566
	Iteration 10Q: 3 clusters Score -875817.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -875911.937500 Penalty: 2999.955566
	Iteration 11Q: 3 clusters Score -875911.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -875988.875000 Penalty: 2999.955566
	Iteration 12Q: 3 clusters Score -875988.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -876093.562500 Penalty: 2999.955566
	Iteration 13Q: 3 clusters Score -876093.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -876176.500000 Penalty: 2999.955566
	Iteration 14Q: 3 clusters Score -876176.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -876241.125000 Penalty: 2999.955566
	Iteration 15Q: 3 clusters Score -876241.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -876271.312500 Penalty: 2999.955566
	Iteration 16Q: 3 clusters Score -876271.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -876287.812500 Penalty: 2999.955566
	Iteration 17Q: 3 clusters Score -876287.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -876294.875000 Penalty: 2999.955566
	Iteration 18Q: 3 clusters Score -876294.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -876298.625000 Penalty: 2999.955566
	Iteration 19Q: 3 clusters Score -876298.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -876305.375000 Penalty: 2999.955566
	Iteration 20F: 3 clusters Score -876305.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -876308.750000 Penalty: 2999.955566
	Iteration 21Q: 3 clusters Score -876308.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -876306.062500 Penalty: 2999.955566
	Iteration 22Q: 3 clusters Score -876306.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -876308.687500 Penalty: 2999.955566
	Iteration 23Q: 3 clusters Score -876308.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -876310.687500 Penalty: 2999.955566
	Iteration 24Q: 3 clusters Score -876310.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -876310.125000 Penalty: 2999.955566
	Iteration 25Q: 3 clusters Score -876310.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -876308.375000 Penalty: 2999.955566
	Iteration 26Q: 3 clusters Score -876308.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -876308.375000 Penalty: 2999.955566
	Iteration 27F: 3 clusters Score -876308.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 51483 members 
Mstep: Class 3 contains 24333 members 
Mstep: Class 4 contains 12151 members 
Mstep: Class 5 contains 4258 members 
Mstep: Class 6 contains 95238 members 
Mstep: Class 7 contains 137600 members 
Mstep: Class 8 contains 20406 members 
Mstep: Class 9 contains 139146 members 
Mstep: Class 10 contains 15418 members 
Mstep: Class 11 contains 4604 members 
Mstep: Class 12 contains 59229 members 
Mstep: Class 13 contains 8804 members 
Mstep: Class 14 contains 1674 members 
Mstep: Class 15 contains 14184 members 
Mstep: Class 16 contains 42464 members 
Mstep: Class 17 contains 7497 members 
Mstep: Class 18 contains 58636 members 
Mstep: Class 19 contains 6361 members 
Mstep: Class 20 contains 13620 members 
Mstep: Class 21 contains 76818 members 
Mstep: Class 22 contains 10986 members 
Mstep: Class 23 contains 6185 members 
Mstep: Class 24 contains 1114 members 
Mstep: Class 25 contains 11276 members 
Mstep: Class 26 contains 12200 members 
Mstep: Class 27 contains 100403 members 
Mstep: Class 28 contains 1120 members 
Mstep: Class 29 contains 3140 members 
Mstep: Class 30 contains 4776 members 
Mstep: Class 31 contains 3206 members 
Mstep: Class 32 contains 3844 members 
Entering Unmasked Estep 
Score: -84368360.000000 Penalty: 71619.320312
Splitting cluster 19 changes total score from -84323504.000000 to -84368360.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 20 (13620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Entering Unmasked Estep 
Score: -1143686.500000 Penalty: 1546.885376
	Iteration 0F: 2 clusters Score -1143686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1134231.125000 Penalty: 3093.770752
	Iteration 0F: 3 clusters Score -1134231 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1137622.125000 Penalty: 3093.770752
	Iteration 1F: 3 clusters Score -1137622 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1138118.750000 Penalty: 3093.770752
	Iteration 2F: 3 clusters Score -1138119 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1138588.000000 Penalty: 3093.770752
	Iteration 3F: 3 clusters Score -1138588 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1139023.625000 Penalty: 3093.770752
	Iteration 4F: 3 clusters Score -1139024 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1139414.625000 Penalty: 3093.770752
	Iteration 5F: 3 clusters Score -1139415 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1139769.750000 Penalty: 3093.770752
	Iteration 6Q: 3 clusters Score -1139770 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1140098.750000 Penalty: 3093.770752
	Iteration 7Q: 3 clusters Score -1140099 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1140426.625000 Penalty: 3093.770752
	Iteration 8Q: 3 clusters Score -1140427 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1140721.250000 Penalty: 3093.770752
	Iteration 9Q: 3 clusters Score -1140721 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1140977.375000 Penalty: 3093.770752
	Iteration 10Q: 3 clusters Score -1140977 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1141192.125000 Penalty: 3093.770752
	Iteration 11Q: 3 clusters Score -1141192 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1141415.000000 Penalty: 3093.770752
	Iteration 12Q: 3 clusters Score -1141415 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1141608.625000 Penalty: 3093.770752
	Iteration 13Q: 3 clusters Score -1141609 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1141749.125000 Penalty: 3093.770752
	Iteration 14Q: 3 clusters Score -1141749 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1141858.375000 Penalty: 3093.770752
	Iteration 15Q: 3 clusters Score -1141858 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1141951.375000 Penalty: 3093.770752
	Iteration 16Q: 3 clusters Score -1141951 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1142045.500000 Penalty: 3093.770752
	Iteration 17Q: 3 clusters Score -1142046 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1142137.500000 Penalty: 3093.770752
	Iteration 18Q: 3 clusters Score -1142138 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1142220.000000 Penalty: 3093.770752
	Iteration 19Q: 3 clusters Score -1142220 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1142285.375000 Penalty: 3093.770752
	Iteration 20F: 3 clusters Score -1142285 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1142336.625000 Penalty: 3093.770752
	Iteration 21Q: 3 clusters Score -1142337 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1142386.250000 Penalty: 3093.770752
	Iteration 22Q: 3 clusters Score -1142386 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1142425.250000 Penalty: 3093.770752
	Iteration 23Q: 3 clusters Score -1142425 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1142467.000000 Penalty: 3093.770752
	Iteration 24Q: 3 clusters Score -1142467 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1142501.625000 Penalty: 3093.770752
	Iteration 25Q: 3 clusters Score -1142502 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1142534.250000 Penalty: 3093.770752
	Iteration 26Q: 3 clusters Score -1142534 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1142564.250000 Penalty: 3093.770752
	Iteration 27Q: 3 clusters Score -1142564 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1142589.750000 Penalty: 3093.770752
	Iteration 28Q: 3 clusters Score -1142590 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1142620.000000 Penalty: 3093.770752
	Iteration 29Q: 3 clusters Score -1142620 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1142644.750000 Penalty: 3093.770752
	Iteration 30Q: 3 clusters Score -1142645 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1142667.500000 Penalty: 3093.770752
	Iteration 31Q: 3 clusters Score -1142668 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1142692.125000 Penalty: 3093.770752
	Iteration 32Q: 3 clusters Score -1142692 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1142704.875000 Penalty: 3093.770752
	Iteration 33Q: 3 clusters Score -1142705 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1142724.125000 Penalty: 3093.770752
	Iteration 34Q: 3 clusters Score -1142724 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1142734.625000 Penalty: 3093.770752
	Iteration 35Q: 3 clusters Score -1142735 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1142751.500000 Penalty: 3093.770752
	Iteration 36Q: 3 clusters Score -1142752 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1142765.625000 Penalty: 3093.770752
	Iteration 37Q: 3 clusters Score -1142766 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1142778.000000 Penalty: 3093.770752
	Iteration 38Q: 3 clusters Score -1142778 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1142789.375000 Penalty: 3093.770752
	Iteration 39Q: 3 clusters Score -1142789 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1142794.125000 Penalty: 3093.770752
	Iteration 40F: 3 clusters Score -1142794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1142800.125000 Penalty: 3093.770752
	Iteration 41Q: 3 clusters Score -1142800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1142803.500000 Penalty: 3093.770752
	Iteration 42Q: 3 clusters Score -1142804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1142808.750000 Penalty: 3093.770752
	Iteration 43Q: 3 clusters Score -1142809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1142811.375000 Penalty: 3093.770752
	Iteration 44Q: 3 clusters Score -1142811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1142815.125000 Penalty: 3093.770752
	Iteration 45Q: 3 clusters Score -1142815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1142817.125000 Penalty: 3093.770752
	Iteration 46Q: 3 clusters Score -1142817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1142817.875000 Penalty: 3093.770752
	Iteration 47Q: 3 clusters Score -1142818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1142819.000000 Penalty: 3093.770752
	Iteration 48Q: 3 clusters Score -1142819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1142822.375000 Penalty: 3093.770752
	Iteration 49Q: 3 clusters Score -1142822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1142823.625000 Penalty: 3093.770752
	Iteration 50Q: 3 clusters Score -1142824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1142824.250000 Penalty: 3093.770752
	Iteration 51Q: 3 clusters Score -1142824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1142826.625000 Penalty: 3093.770752
	Iteration 52Q: 3 clusters Score -1142827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1142826.125000 Penalty: 3093.770752
	Iteration 53Q: 3 clusters Score -1142826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1142827.625000 Penalty: 3093.770752
	Iteration 54Q: 3 clusters Score -1142828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1142826.625000 Penalty: 3093.770752
	Iteration 55Q: 3 clusters Score -1142827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1142827.375000 Penalty: 3093.770752
	Iteration 56Q: 3 clusters Score -1142827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1142828.375000 Penalty: 3093.770752
	Iteration 57Q: 3 clusters Score -1142828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1142831.250000 Penalty: 3093.770752
	Iteration 58Q: 3 clusters Score -1142831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1142831.375000 Penalty: 3093.770752
	Iteration 59Q: 3 clusters Score -1142831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1142833.000000 Penalty: 3093.770752
	Iteration 60F: 3 clusters Score -1142833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1142834.000000 Penalty: 3093.770752
	Iteration 61Q: 3 clusters Score -1142834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1142833.625000 Penalty: 3093.770752
	Iteration 62Q: 3 clusters Score -1142834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1142833.750000 Penalty: 3093.770752
	Iteration 63Q: 3 clusters Score -1142834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1142833.750000 Penalty: 3093.770752
	Iteration 64F: 3 clusters Score -1142834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (76818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76818 members 
Entering Unmasked Estep 
Score: -7095456.500000 Penalty: 1827.994019
	Iteration 0F: 2 clusters Score -7095456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -7044043.000000 Penalty: 3655.988037
	Iteration 0F: 3 clusters Score -7044043 nChanged 36368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -7065595.000000 Penalty: 3655.988037
	Iteration 1F: 3 clusters Score -7065595 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -7067130.500000 Penalty: 3655.988037
	Iteration 2Q: 3 clusters Score -7067130 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -7069211.500000 Penalty: 3655.988037
	Iteration 3F: 3 clusters Score -7069212 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -7072001.500000 Penalty: 3655.988037
	Iteration 4F: 3 clusters Score -7072002 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -7075542.000000 Penalty: 3655.988037
	Iteration 5F: 3 clusters Score -7075542 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50273 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -7079544.500000 Penalty: 3655.988037
	Iteration 6F: 3 clusters Score -7079544 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53405 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -7083571.500000 Penalty: 3655.988037
	Iteration 7F: 3 clusters Score -7083572 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55980 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -7086832.000000 Penalty: 3655.988037
	Iteration 8F: 3 clusters Score -7086832 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57886 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -7088911.000000 Penalty: 3655.988037
	Iteration 9Q: 3 clusters Score -7088911 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59434 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -7090011.000000 Penalty: 3655.988037
	Iteration 10Q: 3 clusters Score -7090011 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60804 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -7090645.000000 Penalty: 3655.988037
	Iteration 11Q: 3 clusters Score -7090645 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62007 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -7091129.000000 Penalty: 3655.988037
	Iteration 12Q: 3 clusters Score -7091129 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63085 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -7091511.500000 Penalty: 3655.988037
	Iteration 13Q: 3 clusters Score -7091512 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64070 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -7091801.000000 Penalty: 3655.988037
	Iteration 14Q: 3 clusters Score -7091801 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65050 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -7092187.000000 Penalty: 3655.988037
	Iteration 15Q: 3 clusters Score -7092187 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65959 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -7092461.500000 Penalty: 3655.988037
	Iteration 16Q: 3 clusters Score -7092462 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66833 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -7092747.000000 Penalty: 3655.988037
	Iteration 17Q: 3 clusters Score -7092747 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67694 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -7093090.000000 Penalty: 3655.988037
	Iteration 18Q: 3 clusters Score -7093090 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68489 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -7093429.000000 Penalty: 3655.988037
	Iteration 19Q: 3 clusters Score -7093429 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69255 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -7093755.500000 Penalty: 3655.988037
	Iteration 20F: 3 clusters Score -7093756 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69953 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -7094037.000000 Penalty: 3655.988037
	Iteration 21Q: 3 clusters Score -7094037 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70600 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -7094341.000000 Penalty: 3655.988037
	Iteration 22Q: 3 clusters Score -7094341 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71190 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -7094666.000000 Penalty: 3655.988037
	Iteration 23Q: 3 clusters Score -7094666 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71677 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -7094988.500000 Penalty: 3655.988037
	Iteration 24Q: 3 clusters Score -7094988 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72084 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -7095280.500000 Penalty: 3655.988037
	Iteration 25Q: 3 clusters Score -7095280 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72431 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -7095569.000000 Penalty: 3655.988037
	Iteration 26Q: 3 clusters Score -7095569 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72664 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -7095738.000000 Penalty: 3655.988037
	Iteration 27Q: 3 clusters Score -7095738 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72836 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -7095850.500000 Penalty: 3655.988037
	Iteration 28Q: 3 clusters Score -7095850 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72950 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -7095896.500000 Penalty: 3655.988037
	Iteration 29Q: 3 clusters Score -7095896 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73036 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -7095937.500000 Penalty: 3655.988037
	Iteration 30Q: 3 clusters Score -7095938 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73100 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -7095944.500000 Penalty: 3655.988037
	Iteration 31Q: 3 clusters Score -7095944 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73139 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -7095956.500000 Penalty: 3655.988037
	Iteration 32Q: 3 clusters Score -7095956 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73165 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -7095971.500000 Penalty: 3655.988037
	Iteration 33Q: 3 clusters Score -7095972 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73195 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -7095957.000000 Penalty: 3655.988037
	Iteration 34Q: 3 clusters Score -7095957 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73215 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -7095967.000000 Penalty: 3655.988037
	Iteration 35Q: 3 clusters Score -7095967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73227 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -7095965.000000 Penalty: 3655.988037
	Iteration 36Q: 3 clusters Score -7095965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73240 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -7095966.000000 Penalty: 3655.988037
	Iteration 37Q: 3 clusters Score -7095966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73252 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -7095965.500000 Penalty: 3655.988037
	Iteration 38Q: 3 clusters Score -7095966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73259 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -7095968.500000 Penalty: 3655.988037
	Iteration 39Q: 3 clusters Score -7095968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73270 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -7095963.500000 Penalty: 3655.988037
	Iteration 40F: 3 clusters Score -7095964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73274 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -7095963.000000 Penalty: 3655.988037
	Iteration 41Q: 3 clusters Score -7095963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73275 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -7095961.000000 Penalty: 3655.988037
	Iteration 42Q: 3 clusters Score -7095961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73275 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -7095961.000000 Penalty: 3655.988037
	Iteration 43F: 3 clusters Score -7095961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 51483 members 
Mstep: Class 3 contains 24333 members 
Mstep: Class 4 contains 12151 members 
Mstep: Class 5 contains 4258 members 
Mstep: Class 6 contains 95238 members 
Mstep: Class 7 contains 137600 members 
Mstep: Class 8 contains 20406 members 
Mstep: Class 9 contains 139146 members 
Mstep: Class 10 contains 15418 members 
Mstep: Class 11 contains 4604 members 
Mstep: Class 12 contains 59229 members 
Mstep: Class 13 contains 8804 members 
Mstep: Class 14 contains 1674 members 
Mstep: Class 15 contains 14184 members 
Mstep: Class 16 contains 42464 members 
Mstep: Class 17 contains 7497 members 
Mstep: Class 18 contains 58636 members 
Mstep: Class 19 contains 6361 members 
Mstep: Class 20 contains 13620 members 
Mstep: Class 21 contains 73275 members 
Mstep: Class 22 contains 10986 members 
Mstep: Class 23 contains 6185 members 
Mstep: Class 24 contains 1114 members 
Mstep: Class 25 contains 11276 members 
Mstep: Class 26 contains 12200 members 
Mstep: Class 27 contains 100403 members 
Mstep: Class 28 contains 1120 members 
Mstep: Class 29 contains 3140 members 
Mstep: Class 30 contains 4776 members 
Mstep: Class 31 contains 3206 members 
Mstep: Class 32 contains 3844 members 
Mstep: Class 33 contains 3543 members 
Entering Unmasked Estep 
Score: -84368808.000000 Penalty: 73857.421875
Splitting cluster 21 changes total score from -84323504.000000 to -84368808.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 22 (10986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Entering Unmasked Estep 
Score: -983556.062500 Penalty: 1511.961182
	Iteration 0F: 2 clusters Score -983556.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -975878.187500 Penalty: 3023.922363
	Iteration 0F: 3 clusters Score -975878.2 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -978507.750000 Penalty: 3023.922363
	Iteration 1F: 3 clusters Score -978507.8 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -979143.875000 Penalty: 3023.922363
	Iteration 2F: 3 clusters Score -979143.9 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -980054.000000 Penalty: 3023.922363
	Iteration 3F: 3 clusters Score -980054 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -981255.750000 Penalty: 3023.922363
	Iteration 4F: 3 clusters Score -981255.8 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -982388.312500 Penalty: 3023.922363
	Iteration 5F: 3 clusters Score -982388.3 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -983050.000000 Penalty: 3023.922363
	Iteration 6F: 3 clusters Score -983050 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -983388.375000 Penalty: 3023.922363
	Iteration 7Q: 3 clusters Score -983388.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -983547.875000 Penalty: 3023.922363
	Iteration 8Q: 3 clusters Score -983547.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -983642.250000 Penalty: 3023.922363
	Iteration 9Q: 3 clusters Score -983642.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -983699.625000 Penalty: 3023.922363
	Iteration 10Q: 3 clusters Score -983699.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -983738.000000 Penalty: 3023.922363
	Iteration 11Q: 3 clusters Score -983738 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -983771.312500 Penalty: 3023.922363
	Iteration 12Q: 3 clusters Score -983771.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -983799.062500 Penalty: 3023.922363
	Iteration 13Q: 3 clusters Score -983799.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -983826.875000 Penalty: 3023.922363
	Iteration 14Q: 3 clusters Score -983826.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -983851.187500 Penalty: 3023.922363
	Iteration 15Q: 3 clusters Score -983851.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -983870.687500 Penalty: 3023.922363
	Iteration 16Q: 3 clusters Score -983870.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -983885.937500 Penalty: 3023.922363
	Iteration 17Q: 3 clusters Score -983885.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -983907.250000 Penalty: 3023.922363
	Iteration 18Q: 3 clusters Score -983907.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -983930.687500 Penalty: 3023.922363
	Iteration 19Q: 3 clusters Score -983930.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -983948.187500 Penalty: 3023.922363
	Iteration 20F: 3 clusters Score -983948.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -983960.375000 Penalty: 3023.922363
	Iteration 21Q: 3 clusters Score -983960.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -983968.937500 Penalty: 3023.922363
	Iteration 22Q: 3 clusters Score -983968.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -983976.812500 Penalty: 3023.922363
	Iteration 23Q: 3 clusters Score -983976.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -983980.375000 Penalty: 3023.922363
	Iteration 24Q: 3 clusters Score -983980.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -983985.312500 Penalty: 3023.922363
	Iteration 25Q: 3 clusters Score -983985.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -983986.062500 Penalty: 3023.922363
	Iteration 26Q: 3 clusters Score -983986.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -983988.812500 Penalty: 3023.922363
	Iteration 27Q: 3 clusters Score -983988.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -983990.937500 Penalty: 3023.922363
	Iteration 28Q: 3 clusters Score -983990.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -983993.812500 Penalty: 3023.922363
	Iteration 29Q: 3 clusters Score -983993.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -984000.187500 Penalty: 3023.922363
	Iteration 30Q: 3 clusters Score -984000.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -984002.312500 Penalty: 3023.922363
	Iteration 31Q: 3 clusters Score -984002.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -984002.000000 Penalty: 3023.922363
	Iteration 32Q: 3 clusters Score -984002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -984006.750000 Penalty: 3023.922363
	Iteration 33Q: 3 clusters Score -984006.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -984005.937500 Penalty: 3023.922363
	Iteration 34Q: 3 clusters Score -984005.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -984007.187500 Penalty: 3023.922363
	Iteration 35Q: 3 clusters Score -984007.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -984012.375000 Penalty: 3023.922363
	Iteration 36Q: 3 clusters Score -984012.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -984010.937500 Penalty: 3023.922363
	Iteration 37Q: 3 clusters Score -984010.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -984013.312500 Penalty: 3023.922363
	Iteration 38Q: 3 clusters Score -984013.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -984015.125000 Penalty: 3023.922363
	Iteration 39Q: 3 clusters Score -984015.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -984017.750000 Penalty: 3023.922363
	Iteration 40F: 3 clusters Score -984017.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -984019.312500 Penalty: 3023.922363
	Iteration 41Q: 3 clusters Score -984019.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -984019.375000 Penalty: 3023.922363
	Iteration 42Q: 3 clusters Score -984019.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -984019.375000 Penalty: 3023.922363
	Iteration 43F: 3 clusters Score -984019.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 51483 members 
Mstep: Class 3 contains 24333 members 
Mstep: Class 4 contains 12151 members 
Mstep: Class 5 contains 4258 members 
Mstep: Class 6 contains 95238 members 
Mstep: Class 7 contains 137600 members 
Mstep: Class 8 contains 20406 members 
Mstep: Class 9 contains 139146 members 
Mstep: Class 10 contains 15418 members 
Mstep: Class 11 contains 4604 members 
Mstep: Class 12 contains 59229 members 
Mstep: Class 13 contains 8804 members 
Mstep: Class 14 contains 1674 members 
Mstep: Class 15 contains 14184 members 
Mstep: Class 16 contains 42464 members 
Mstep: Class 17 contains 7497 members 
Mstep: Class 18 contains 58636 members 
Mstep: Class 19 contains 6361 members 
Mstep: Class 20 contains 13620 members 
Mstep: Class 21 contains 73275 members 
Mstep: Class 22 contains 9937 members 
Mstep: Class 23 contains 6185 members 
Mstep: Class 24 contains 1114 members 
Mstep: Class 25 contains 11276 members 
Mstep: Class 26 contains 12200 members 
Mstep: Class 27 contains 100403 members 
Mstep: Class 28 contains 1120 members 
Mstep: Class 29 contains 3140 members 
Mstep: Class 30 contains 4776 members 
Mstep: Class 31 contains 3206 members 
Mstep: Class 32 contains 3844 members 
Mstep: Class 33 contains 3543 members 
Mstep: Class 34 contains 1049 members 
Entering Unmasked Estep 
Score: -84368592.000000 Penalty: 76095.531250
Splitting cluster 22 changes total score from -84323504.000000 to -84368592.000000
So it's getting split into cluster 34.
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 51483 members 
Mstep: Class 3 contains 24333 members 
Mstep: Class 4 contains 12151 members 
Mstep: Class 5 contains 4258 members 
Mstep: Class 6 contains 95238 members 
Mstep: Class 7 contains 137600 members 
Mstep: Class 8 contains 20406 members 
Mstep: Class 10 contains 15418 members 
Mstep: Class 11 contains 4604 members 
Mstep: Class 12 contains 59229 members 
Mstep: Class 13 contains 8804 members 
Mstep: Class 14 contains 1674 members 
Mstep: Class 15 contains 14184 members 
Mstep: Class 16 contains 42464 members 
Mstep: Class 17 contains 7497 members 
Mstep: Class 18 contains 58636 members 
Mstep: Class 19 contains 6361 members 
Mstep: Class 20 contains 13620 members 
Mstep: Class 21 contains 73275 members 
Mstep: Class 22 contains 9937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84382456.000000 Penalty: 76095.531250
Iteration 39Q: 35 clusters Score -8.438246e+07 nChanged 23337
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 52009 members 
Mstep: Class 3 contains 25183 members 
Mstep: Class 4 contains 11964 members 
Mstep: Class 5 contains 4292 members 
Mstep: Class 6 contains 97970 members 
Mstep: Class 7 contains 136964 members 
Mstep: Class 8 contains 20435 members 
Mstep: Class 9 contains 134474 members 
Mstep: Class 10 contains 15628 members 
Mstep: Class 11 contains 4644 members 
Mstep: Class 12 contains 59627 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 1812 members 
Mstep: Class 15 contains 14327 members 
Mstep: Class 16 contains 42414 members 
Mstep: Class 17 contains 7660 members 
Mstep: Class 18 contains 58685 members 
Mstep: Class 19 contains 6467 members 
Mstep: Class 20 contains 13500 members 
Mstep: Class 21 contains 74524 members 
Mstep: Class 22 contains 10022 members 
Mstep: Class 23 contains 5888 members 
Mstep: Class 24 contains 895 members 
Mstep: Class 25 contains 11455 members 
Mstep: Class 26 contains 12024 members 
Mstep: Class 27 contains 100016 members 
Mstep: Class 28 contains 972 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 4701 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 3722 members 
Mstep: Class 33 contains 3782 members 
Mstep: Class 34 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84394848.000000 Penalty: 76095.531250
Iteration 40F: 35 clusters Score -8.439485e+07 nChanged 17374
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 52152 members 
Mstep: Class 3 contains 25691 members 
Mstep: Class 4 contains 11676 members 
Mstep: Class 5 contains 4252 members 
Mstep: Class 6 contains 100421 members 
Mstep: Class 7 contains 135913 members 
Mstep: Class 8 contains 20734 members 
Mstep: Class 9 contains 130269 members 
Mstep: Class 10 contains 15428 members 
Mstep: Class 11 contains 4713 members 
Mstep: Class 12 contains 59940 members 
Mstep: Class 13 contains 8377 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 13824 members 
Mstep: Class 16 contains 42315 members 
Mstep: Class 17 contains 7540 members 
Mstep: Class 18 contains 58722 members 
Mstep: Class 19 contains 6292 members 
Mstep: Class 20 contains 13306 members 
Mstep: Class 21 contains 74042 members 
Mstep: Class 22 contains 9628 members 
Mstep: Class 23 contains 5922 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 11750 members 
Mstep: Class 26 contains 13046 members 
Mstep: Class 27 contains 101624 members 
Mstep: Class 28 contains 1120 members 
Mstep: Class 29 contains 3185 members 
Mstep: Class 30 contains 4695 members 
Mstep: Class 31 contains 3277 members 
Mstep: Class 32 contains 3801 members 
Mstep: Class 33 contains 4541 members 
Mstep: Class 34 contains 1158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84400616.000000 Penalty: 76095.531250
Iteration 41Q: 35 clusters Score -8.440062e+07 nChanged 12307
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 52244 members 
Mstep: Class 3 contains 26316 members 
Mstep: Class 4 contains 11537 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 102470 members 
Mstep: Class 7 contains 135025 members 
Mstep: Class 8 contains 21095 members 
Mstep: Class 9 contains 126289 members 
Mstep: Class 10 contains 15406 members 
Mstep: Class 11 contains 4787 members 
Mstep: Class 12 contains 60260 members 
Mstep: Class 13 contains 7971 members 
Mstep: Class 14 contains 1892 members 
Mstep: Class 15 contains 13475 members 
Mstep: Class 16 contains 42214 members 
Mstep: Class 17 contains 7445 members 
Mstep: Class 18 contains 58744 members 
Mstep: Class 19 contains 6200 members 
Mstep: Class 20 contains 13249 members 
Mstep: Class 21 contains 73926 members 
Mstep: Class 22 contains 9320 members 
Mstep: Class 23 contains 5933 members 
Mstep: Class 24 contains 846 members 
Mstep: Class 25 contains 11953 members 
Mstep: Class 26 contains 13686 members 
Mstep: Class 27 contains 102786 members 
Mstep: Class 28 contains 1178 members 
Mstep: Class 29 contains 3357 members 
Mstep: Class 30 contains 4652 members 
Mstep: Class 31 contains 3382 members 
Mstep: Class 32 contains 3837 members 
Mstep: Class 33 contains 5061 members 
Mstep: Class 34 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84403800.000000 Penalty: 76095.531250
Iteration 42Q: 35 clusters Score -8.44038e+07 nChanged 9911
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 52277 members 
Mstep: Class 3 contains 26958 members 
Mstep: Class 4 contains 11475 members 
Mstep: Class 5 contains 4195 members 
Mstep: Class 6 contains 104209 members 
Mstep: Class 7 contains 134297 members 
Mstep: Class 8 contains 21458 members 
Mstep: Class 9 contains 122667 members 
Mstep: Class 10 contains 15420 members 
Mstep: Class 11 contains 4887 members 
Mstep: Class 12 contains 60515 members 
Mstep: Class 13 contains 7655 members 
Mstep: Class 14 contains 1925 members 
Mstep: Class 15 contains 13243 members 
Mstep: Class 16 contains 42099 members 
Mstep: Class 17 contains 7347 members 
Mstep: Class 18 contains 58758 members 
Mstep: Class 19 contains 6125 members 
Mstep: Class 20 contains 13229 members 
Mstep: Class 21 contains 73823 members 
Mstep: Class 22 contains 9071 members 
Mstep: Class 23 contains 5941 members 
Mstep: Class 24 contains 836 members 
Mstep: Class 25 contains 12144 members 
Mstep: Class 26 contains 14191 members 
Mstep: Class 27 contains 103808 members 
Mstep: Class 28 contains 1199 members 
Mstep: Class 29 contains 3449 members 
Mstep: Class 30 contains 4597 members 
Mstep: Class 31 contains 3483 members 
Mstep: Class 32 contains 3877 members 
Mstep: Class 33 contains 5480 members 
Mstep: Class 34 contains 1263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84406064.000000 Penalty: 76095.531250
Iteration 43Q: 35 clusters Score -8.440606e+07 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 52310 members 
Mstep: Class 3 contains 27627 members 
Mstep: Class 4 contains 11436 members 
Mstep: Class 5 contains 4179 members 
Mstep: Class 6 contains 105623 members 
Mstep: Class 7 contains 133644 members 
Mstep: Class 8 contains 21813 members 
Mstep: Class 9 contains 119364 members 
Mstep: Class 10 contains 15431 members 
Mstep: Class 11 contains 4972 members 
Mstep: Class 12 contains 60706 members 
Mstep: Class 13 contains 7395 members 
Mstep: Class 14 contains 1948 members 
Mstep: Class 15 contains 13112 members 
Mstep: Class 16 contains 41995 members 
Mstep: Class 17 contains 7289 members 
Mstep: Class 18 contains 58768 members 
Mstep: Class 19 contains 6076 members 
Mstep: Class 20 contains 13209 members 
Mstep: Class 21 contains 73787 members 
Mstep: Class 22 contains 8884 members 
Mstep: Class 23 contains 5943 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 12318 members 
Mstep: Class 26 contains 14564 members 
Mstep: Class 27 contains 104761 members 
Mstep: Class 28 contains 1222 members 
Mstep: Class 29 contains 3487 members 
Mstep: Class 30 contains 4540 members 
Mstep: Class 31 contains 3554 members 
Mstep: Class 32 contains 3913 members 
Mstep: Class 33 contains 5840 members 
Mstep: Class 34 contains 1292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84407656.000000 Penalty: 76095.531250
Iteration 44Q: 35 clusters Score -8.440766e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 52336 members 
Mstep: Class 3 contains 28247 members 
Mstep: Class 4 contains 11406 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 106857 members 
Mstep: Class 7 contains 133135 members 
Mstep: Class 8 contains 22122 members 
Mstep: Class 9 contains 116353 members 
Mstep: Class 10 contains 15456 members 
Mstep: Class 11 contains 5024 members 
Mstep: Class 12 contains 60829 members 
Mstep: Class 13 contains 7155 members 
Mstep: Class 14 contains 1958 members 
Mstep: Class 15 contains 13034 members 
Mstep: Class 16 contains 41907 members 
Mstep: Class 17 contains 7249 members 
Mstep: Class 18 contains 58796 members 
Mstep: Class 19 contains 6029 members 
Mstep: Class 20 contains 13233 members 
Mstep: Class 21 contains 73817 members 
Mstep: Class 22 contains 8731 members 
Mstep: Class 23 contains 5945 members 
Mstep: Class 24 contains 821 members 
Mstep: Class 25 contains 12445 members 
Mstep: Class 26 contains 14830 members 
Mstep: Class 27 contains 105631 members 
Mstep: Class 28 contains 1243 members 
Mstep: Class 29 contains 3500 members 
Mstep: Class 30 contains 4505 members 
Mstep: Class 31 contains 3597 members 
Mstep: Class 32 contains 3951 members 
Mstep: Class 33 contains 6161 members 
Mstep: Class 34 contains 1319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84409392.000000 Penalty: 76095.531250
Iteration 45Q: 35 clusters Score -8.440939e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 52355 members 
Mstep: Class 3 contains 28838 members 
Mstep: Class 4 contains 11380 members 
Mstep: Class 5 contains 4161 members 
Mstep: Class 6 contains 107928 members 
Mstep: Class 7 contains 132671 members 
Mstep: Class 8 contains 22357 members 
Mstep: Class 9 contains 113600 members 
Mstep: Class 10 contains 15489 members 
Mstep: Class 11 contains 5070 members 
Mstep: Class 12 contains 60910 members 
Mstep: Class 13 contains 6955 members 
Mstep: Class 14 contains 1967 members 
Mstep: Class 15 contains 12980 members 
Mstep: Class 16 contains 41805 members 
Mstep: Class 17 contains 7203 members 
Mstep: Class 18 contains 58825 members 
Mstep: Class 19 contains 6001 members 
Mstep: Class 20 contains 13211 members 
Mstep: Class 21 contains 73918 members 
Mstep: Class 22 contains 8604 members 
Mstep: Class 23 contains 5952 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 12559 members 
Mstep: Class 26 contains 15016 members 
Mstep: Class 27 contains 106466 members 
Mstep: Class 28 contains 1256 members 
Mstep: Class 29 contains 3519 members 
Mstep: Class 30 contains 4478 members 
Mstep: Class 31 contains 3630 members 
Mstep: Class 32 contains 3983 members 
Mstep: Class 33 contains 6455 members 
Mstep: Class 34 contains 1360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84410336.000000 Penalty: 76095.531250
Iteration 46Q: 35 clusters Score -8.441034e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 52373 members 
Mstep: Class 3 contains 29379 members 
Mstep: Class 4 contains 11357 members 
Mstep: Class 5 contains 4161 members 
Mstep: Class 6 contains 108738 members 
Mstep: Class 7 contains 132266 members 
Mstep: Class 8 contains 22594 members 
Mstep: Class 9 contains 111118 members 
Mstep: Class 10 contains 15505 members 
Mstep: Class 11 contains 5101 members 
Mstep: Class 12 contains 60977 members 
Mstep: Class 13 contains 6793 members 
Mstep: Class 14 contains 1976 members 
Mstep: Class 15 contains 12944 members 
Mstep: Class 16 contains 41725 members 
Mstep: Class 17 contains 7176 members 
Mstep: Class 18 contains 58864 members 
Mstep: Class 19 contains 5991 members 
Mstep: Class 20 contains 13203 members 
Mstep: Class 21 contains 74044 members 
Mstep: Class 22 contains 8508 members 
Mstep: Class 23 contains 5955 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 12669 members 
Mstep: Class 26 contains 15190 members 
Mstep: Class 27 contains 107218 members 
Mstep: Class 28 contains 1282 members 
Mstep: Class 29 contains 3533 members 
Mstep: Class 30 contains 4457 members 
Mstep: Class 31 contains 3649 members 
Mstep: Class 32 contains 4012 members 
Mstep: Class 33 contains 6699 members 
Mstep: Class 34 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84411000.000000 Penalty: 76095.531250
Iteration 47Q: 35 clusters Score -8.4411e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 52385 members 
Mstep: Class 3 contains 29910 members 
Mstep: Class 4 contains 11343 members 
Mstep: Class 5 contains 4174 members 
Mstep: Class 6 contains 109403 members 
Mstep: Class 7 contains 131910 members 
Mstep: Class 8 contains 22776 members 
Mstep: Class 9 contains 108800 members 
Mstep: Class 10 contains 15519 members 
Mstep: Class 11 contains 5132 members 
Mstep: Class 12 contains 61003 members 
Mstep: Class 13 contains 6672 members 
Mstep: Class 14 contains 1987 members 
Mstep: Class 15 contains 12908 members 
Mstep: Class 16 contains 41652 members 
Mstep: Class 17 contains 7140 members 
Mstep: Class 18 contains 58898 members 
Mstep: Class 19 contains 5977 members 
Mstep: Class 20 contains 13219 members 
Mstep: Class 21 contains 74210 members 
Mstep: Class 22 contains 8433 members 
Mstep: Class 23 contains 5958 members 
Mstep: Class 24 contains 814 members 
Mstep: Class 25 contains 12773 members 
Mstep: Class 26 contains 15319 members 
Mstep: Class 27 contains 107986 members 
Mstep: Class 28 contains 1306 members 
Mstep: Class 29 contains 3539 members 
Mstep: Class 30 contains 4431 members 
Mstep: Class 31 contains 3662 members 
Mstep: Class 32 contains 4050 members 
Mstep: Class 33 contains 6915 members 
Mstep: Class 34 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84411376.000000 Penalty: 76095.531250
Iteration 48Q: 35 clusters Score -8.441138e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 52390 members 
Mstep: Class 3 contains 30454 members 
Mstep: Class 4 contains 11335 members 
Mstep: Class 5 contains 4178 members 
Mstep: Class 6 contains 109908 members 
Mstep: Class 7 contains 131613 members 
Mstep: Class 8 contains 22936 members 
Mstep: Class 9 contains 106655 members 
Mstep: Class 10 contains 15508 members 
Mstep: Class 11 contains 5176 members 
Mstep: Class 12 contains 61013 members 
Mstep: Class 13 contains 6591 members 
Mstep: Class 14 contains 1990 members 
Mstep: Class 15 contains 12877 members 
Mstep: Class 16 contains 41591 members 
Mstep: Class 17 contains 7129 members 
Mstep: Class 18 contains 58921 members 
Mstep: Class 19 contains 5962 members 
Mstep: Class 20 contains 13255 members 
Mstep: Class 21 contains 74362 members 
Mstep: Class 22 contains 8380 members 
Mstep: Class 23 contains 5961 members 
Mstep: Class 24 contains 815 members 
Mstep: Class 25 contains 12883 members 
Mstep: Class 26 contains 15430 members 
Mstep: Class 27 contains 108732 members 
Mstep: Class 28 contains 1314 members 
Mstep: Class 29 contains 3541 members 
Mstep: Class 30 contains 4402 members 
Mstep: Class 31 contains 3673 members 
Mstep: Class 32 contains 4086 members 
Mstep: Class 33 contains 7081 members 
Mstep: Class 34 contains 1398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84411776.000000 Penalty: 76095.531250
Iteration 49Q: 35 clusters Score -8.441178e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 52395 members 
Mstep: Class 3 contains 30962 members 
Mstep: Class 4 contains 11326 members 
Mstep: Class 5 contains 4182 members 
Mstep: Class 6 contains 110338 members 
Mstep: Class 7 contains 131335 members 
Mstep: Class 8 contains 23062 members 
Mstep: Class 9 contains 104689 members 
Mstep: Class 10 contains 15497 members 
Mstep: Class 11 contains 5205 members 
Mstep: Class 12 contains 61013 members 
Mstep: Class 13 contains 6514 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 15 contains 12857 members 
Mstep: Class 16 contains 41543 members 
Mstep: Class 17 contains 7128 members 
Mstep: Class 18 contains 58950 members 
Mstep: Class 19 contains 5940 members 
Mstep: Class 20 contains 13296 members 
Mstep: Class 21 contains 74536 members 
Mstep: Class 22 contains 8327 members 
Mstep: Class 23 contains 5964 members 
Mstep: Class 24 contains 814 members 
Mstep: Class 25 contains 12968 members 
Mstep: Class 26 contains 15507 members 
Mstep: Class 27 contains 109477 members 
Mstep: Class 28 contains 1323 members 
Mstep: Class 29 contains 3539 members 
Mstep: Class 30 contains 4377 members 
Mstep: Class 31 contains 3690 members 
Mstep: Class 32 contains 4116 members 
Mstep: Class 33 contains 7226 members 
Mstep: Class 34 contains 1411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84412104.000000 Penalty: 76095.531250
Iteration 50Q: 35 clusters Score -8.44121e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 52400 members 
Mstep: Class 3 contains 31509 members 
Mstep: Class 4 contains 11317 members 
Mstep: Class 5 contains 4191 members 
Mstep: Class 6 contains 110696 members 
Mstep: Class 7 contains 131067 members 
Mstep: Class 8 contains 23177 members 
Mstep: Class 9 contains 102834 members 
Mstep: Class 10 contains 15481 members 
Mstep: Class 11 contains 5229 members 
Mstep: Class 12 contains 60980 members 
Mstep: Class 13 contains 6443 members 
Mstep: Class 14 contains 2004 members 
Mstep: Class 15 contains 12840 members 
Mstep: Class 16 contains 41502 members 
Mstep: Class 17 contains 7123 members 
Mstep: Class 18 contains 58968 members 
Mstep: Class 19 contains 5924 members 
Mstep: Class 20 contains 13334 members 
Mstep: Class 21 contains 74764 members 
Mstep: Class 22 contains 8247 members 
Mstep: Class 23 contains 5970 members 
Mstep: Class 24 contains 815 members 
Mstep: Class 25 contains 13031 members 
Mstep: Class 26 contains 15572 members 
Mstep: Class 27 contains 110177 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 3535 members 
Mstep: Class 30 contains 4361 members 
Mstep: Class 31 contains 3700 members 
Mstep: Class 32 contains 4153 members 
Mstep: Class 33 contains 7384 members 
Mstep: Class 34 contains 1428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84412080.000000 Penalty: 76095.531250
Iteration 51Q: 35 clusters Score -8.441208e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 52402 members 
Mstep: Class 3 contains 32008 members 
Mstep: Class 4 contains 11306 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 111058 members 
Mstep: Class 7 contains 130830 members 
Mstep: Class 8 contains 23269 members 
Mstep: Class 9 contains 101086 members 
Mstep: Class 10 contains 15463 members 
Mstep: Class 11 contains 5245 members 
Mstep: Class 12 contains 60939 members 
Mstep: Class 13 contains 6373 members 
Mstep: Class 14 contains 2006 members 
Mstep: Class 15 contains 12818 members 
Mstep: Class 16 contains 41472 members 
Mstep: Class 17 contains 7133 members 
Mstep: Class 18 contains 58984 members 
Mstep: Class 19 contains 5902 members 
Mstep: Class 20 contains 13370 members 
Mstep: Class 21 contains 75047 members 
Mstep: Class 22 contains 8171 members 
Mstep: Class 23 contains 5975 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 13090 members 
Mstep: Class 26 contains 15638 members 
Mstep: Class 27 contains 110822 members 
Mstep: Class 28 contains 1331 members 
Mstep: Class 29 contains 3540 members 
Mstep: Class 30 contains 4344 members 
Mstep: Class 31 contains 3704 members 
Mstep: Class 32 contains 4195 members 
Mstep: Class 33 contains 7511 members 
Mstep: Class 34 contains 1437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84412656.000000 Penalty: 76095.531250
Iteration 52Q: 35 clusters Score -8.441266e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 52407 members 
Mstep: Class 3 contains 32476 members 
Mstep: Class 4 contains 11299 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 111335 members 
Mstep: Class 7 contains 130628 members 
Mstep: Class 8 contains 23334 members 
Mstep: Class 9 contains 99403 members 
Mstep: Class 10 contains 15463 members 
Mstep: Class 11 contains 5261 members 
Mstep: Class 12 contains 60893 members 
Mstep: Class 13 contains 6294 members 
Mstep: Class 14 contains 2008 members 
Mstep: Class 15 contains 12799 members 
Mstep: Class 16 contains 41450 members 
Mstep: Class 17 contains 7143 members 
Mstep: Class 18 contains 59015 members 
Mstep: Class 19 contains 5885 members 
Mstep: Class 20 contains 13409 members 
Mstep: Class 21 contains 75321 members 
Mstep: Class 22 contains 8108 members 
Mstep: Class 23 contains 5977 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 13143 members 
Mstep: Class 26 contains 15680 members 
Mstep: Class 27 contains 111479 members 
Mstep: Class 28 contains 1340 members 
Mstep: Class 29 contains 3543 members 
Mstep: Class 30 contains 4335 members 
Mstep: Class 31 contains 3705 members 
Mstep: Class 32 contains 4228 members 
Mstep: Class 33 contains 7636 members 
Mstep: Class 34 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84413008.000000 Penalty: 76095.531250
Iteration 53Q: 35 clusters Score -8.441301e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 52414 members 
Mstep: Class 3 contains 32956 members 
Mstep: Class 4 contains 11287 members 
Mstep: Class 5 contains 4218 members 
Mstep: Class 6 contains 111579 members 
Mstep: Class 7 contains 130429 members 
Mstep: Class 8 contains 23373 members 
Mstep: Class 9 contains 97741 members 
Mstep: Class 10 contains 15468 members 
Mstep: Class 11 contains 5261 members 
Mstep: Class 12 contains 60830 members 
Mstep: Class 13 contains 6246 members 
Mstep: Class 14 contains 2010 members 
Mstep: Class 15 contains 12795 members 
Mstep: Class 16 contains 41420 members 
Mstep: Class 17 contains 7152 members 
Mstep: Class 18 contains 59051 members 
Mstep: Class 19 contains 5867 members 
Mstep: Class 20 contains 13462 members 
Mstep: Class 21 contains 75620 members 
Mstep: Class 22 contains 8051 members 
Mstep: Class 23 contains 5981 members 
Mstep: Class 24 contains 819 members 
Mstep: Class 25 contains 13194 members 
Mstep: Class 26 contains 15715 members 
Mstep: Class 27 contains 112152 members 
Mstep: Class 28 contains 1346 members 
Mstep: Class 29 contains 3546 members 
Mstep: Class 30 contains 4326 members 
Mstep: Class 31 contains 3708 members 
Mstep: Class 32 contains 4265 members 
Mstep: Class 33 contains 7744 members 
Mstep: Class 34 contains 1464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84413176.000000 Penalty: 76095.531250
Iteration 54Q: 35 clusters Score -8.441318e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 52419 members 
Mstep: Class 3 contains 33475 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 4224 members 
Mstep: Class 6 contains 111760 members 
Mstep: Class 7 contains 130244 members 
Mstep: Class 8 contains 23415 members 
Mstep: Class 9 contains 96184 members 
Mstep: Class 10 contains 15450 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 60776 members 
Mstep: Class 13 contains 6189 members 
Mstep: Class 14 contains 2014 members 
Mstep: Class 15 contains 12788 members 
Mstep: Class 16 contains 41403 members 
Mstep: Class 17 contains 7155 members 
Mstep: Class 18 contains 59066 members 
Mstep: Class 19 contains 5847 members 
Mstep: Class 20 contains 13516 members 
Mstep: Class 21 contains 75922 members 
Mstep: Class 22 contains 8002 members 
Mstep: Class 23 contains 5985 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 13243 members 
Mstep: Class 26 contains 15752 members 
Mstep: Class 27 contains 112795 members 
Mstep: Class 28 contains 1344 members 
Mstep: Class 29 contains 3544 members 
Mstep: Class 30 contains 4316 members 
Mstep: Class 31 contains 3711 members 
Mstep: Class 32 contains 4295 members 
Mstep: Class 33 contains 7822 members 
Mstep: Class 34 contains 1477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84413408.000000 Penalty: 76095.531250
Iteration 55Q: 35 clusters Score -8.441341e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 52420 members 
Mstep: Class 3 contains 33997 members 
Mstep: Class 4 contains 11277 members 
Mstep: Class 5 contains 4235 members 
Mstep: Class 6 contains 111936 members 
Mstep: Class 7 contains 130068 members 
Mstep: Class 8 contains 23468 members 
Mstep: Class 9 contains 94707 members 
Mstep: Class 10 contains 15433 members 
Mstep: Class 11 contains 5275 members 
Mstep: Class 12 contains 60714 members 
Mstep: Class 13 contains 6135 members 
Mstep: Class 14 contains 2016 members 
Mstep: Class 15 contains 12780 members 
Mstep: Class 16 contains 41389 members 
Mstep: Class 17 contains 7155 members 
Mstep: Class 18 contains 59081 members 
Mstep: Class 19 contains 5842 members 
Mstep: Class 20 contains 13563 members 
Mstep: Class 21 contains 76217 members 
Mstep: Class 22 contains 7970 members 
Mstep: Class 23 contains 5985 members 
Mstep: Class 24 contains 821 members 
Mstep: Class 25 contains 13287 members 
Mstep: Class 26 contains 15773 members 
Mstep: Class 27 contains 113374 members 
Mstep: Class 28 contains 1349 members 
Mstep: Class 29 contains 3547 members 
Mstep: Class 30 contains 4310 members 
Mstep: Class 31 contains 3715 members 
Mstep: Class 32 contains 4314 members 
Mstep: Class 33 contains 7886 members 
Mstep: Class 34 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84413800.000000 Penalty: 76095.531250
Iteration 56Q: 35 clusters Score -8.44138e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 52420 members 
Mstep: Class 3 contains 34500 members 
Mstep: Class 4 contains 11276 members 
Mstep: Class 5 contains 4237 members 
Mstep: Class 6 contains 112093 members 
Mstep: Class 7 contains 129889 members 
Mstep: Class 8 contains 23536 members 
Mstep: Class 9 contains 93204 members 
Mstep: Class 10 contains 15418 members 
Mstep: Class 11 contains 5287 members 
Mstep: Class 12 contains 60672 members 
Mstep: Class 13 contains 6096 members 
Mstep: Class 14 contains 2016 members 
Mstep: Class 15 contains 12776 members 
Mstep: Class 16 contains 41367 members 
Mstep: Class 17 contains 7153 members 
Mstep: Class 18 contains 59098 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 13593 members 
Mstep: Class 21 contains 76528 members 
Mstep: Class 22 contains 7940 members 
Mstep: Class 23 contains 5986 members 
Mstep: Class 24 contains 822 members 
Mstep: Class 25 contains 13344 members 
Mstep: Class 26 contains 15789 members 
Mstep: Class 27 contains 113957 members 
Mstep: Class 28 contains 1348 members 
Mstep: Class 29 contains 3543 members 
Mstep: Class 30 contains 4306 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 4333 members 
Mstep: Class 33 contains 7951 members 
Mstep: Class 34 contains 1482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84414112.000000 Penalty: 76095.531250
Iteration 57Q: 35 clusters Score -8.441411e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 52421 members 
Mstep: Class 3 contains 35018 members 
Mstep: Class 4 contains 11275 members 
Mstep: Class 5 contains 4239 members 
Mstep: Class 6 contains 112200 members 
Mstep: Class 7 contains 129724 members 
Mstep: Class 8 contains 23606 members 
Mstep: Class 9 contains 91800 members 
Mstep: Class 10 contains 15411 members 
Mstep: Class 11 contains 5288 members 
Mstep: Class 12 contains 60639 members 
Mstep: Class 13 contains 6052 members 
Mstep: Class 14 contains 2019 members 
Mstep: Class 15 contains 12768 members 
Mstep: Class 16 contains 41356 members 
Mstep: Class 17 contains 7154 members 
Mstep: Class 18 contains 59117 members 
Mstep: Class 19 contains 5836 members 
Mstep: Class 20 contains 13625 members 
Mstep: Class 21 contains 76811 members 
Mstep: Class 22 contains 7906 members 
Mstep: Class 23 contains 5986 members 
Mstep: Class 24 contains 822 members 
Mstep: Class 25 contains 13385 members 
Mstep: Class 26 contains 15807 members 
Mstep: Class 27 contains 114520 members 
Mstep: Class 28 contains 1351 members 
Mstep: Class 29 contains 3540 members 
Mstep: Class 30 contains 4305 members 
Mstep: Class 31 contains 3722 members 
Mstep: Class 32 contains 4349 members 
Mstep: Class 33 contains 8003 members 
Mstep: Class 34 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84414352.000000 Penalty: 76095.531250
Iteration 58Q: 35 clusters Score -8.441435e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 52420 members 
Mstep: Class 3 contains 35498 members 
Mstep: Class 4 contains 11275 members 
Mstep: Class 5 contains 4238 members 
Mstep: Class 6 contains 112322 members 
Mstep: Class 7 contains 129585 members 
Mstep: Class 8 contains 23679 members 
Mstep: Class 9 contains 90368 members 
Mstep: Class 10 contains 15393 members 
Mstep: Class 11 contains 5287 members 
Mstep: Class 12 contains 60602 members 
Mstep: Class 13 contains 6019 members 
Mstep: Class 14 contains 2024 members 
Mstep: Class 15 contains 12760 members 
Mstep: Class 16 contains 41352 members 
Mstep: Class 17 contains 7156 members 
Mstep: Class 18 contains 59146 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 13657 members 
Mstep: Class 21 contains 77093 members 
Mstep: Class 22 contains 7893 members 
Mstep: Class 23 contains 5986 members 
Mstep: Class 24 contains 822 members 
Mstep: Class 25 contains 13432 members 
Mstep: Class 26 contains 15832 members 
Mstep: Class 27 contains 115084 members 
Mstep: Class 28 contains 1351 members 
Mstep: Class 29 contains 3538 members 
Mstep: Class 30 contains 4299 members 
Mstep: Class 31 contains 3724 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 8045 members 
Mstep: Class 34 contains 1492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84414592.000000 Penalty: 76095.531250
Iteration 59Q: 35 clusters Score -8.441459e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 52420 members 
Mstep: Class 3 contains 35971 members 
Mstep: Class 4 contains 11275 members 
Mstep: Class 5 contains 4243 members 
Mstep: Class 6 contains 112468 members 
Mstep: Class 7 contains 129441 members 
Mstep: Class 8 contains 23745 members 
Mstep: Class 9 contains 89035 members 
Mstep: Class 10 contains 15383 members 
Mstep: Class 11 contains 5287 members 
Mstep: Class 12 contains 60561 members 
Mstep: Class 13 contains 5984 members 
Mstep: Class 14 contains 2031 members 
Mstep: Class 15 contains 12753 members 
Mstep: Class 16 contains 41349 members 
Mstep: Class 17 contains 7156 members 
Mstep: Class 18 contains 59173 members 
Mstep: Class 19 contains 5830 members 
Mstep: Class 20 contains 13672 members 
Mstep: Class 21 contains 77334 members 
Mstep: Class 22 contains 7877 members 
Mstep: Class 23 contains 5986 members 
Mstep: Class 24 contains 821 members 
Mstep: Class 25 contains 13465 members 
Mstep: Class 26 contains 15848 members 
Mstep: Class 27 contains 115619 members 
Mstep: Class 28 contains 1349 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 4297 members 
Mstep: Class 31 contains 3726 members 
Mstep: Class 32 contains 4373 members 
Mstep: Class 33 contains 8091 members 
Mstep: Class 34 contains 1501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84414672.000000 Penalty: 76095.531250
Iteration 60F: 35 clusters Score -8.441467e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 52420 members 
Mstep: Class 3 contains 36448 members 
Mstep: Class 4 contains 11275 members 
Mstep: Class 5 contains 4246 members 
Mstep: Class 6 contains 112622 members 
Mstep: Class 7 contains 129315 members 
Mstep: Class 8 contains 23817 members 
Mstep: Class 9 contains 87702 members 
Mstep: Class 10 contains 15370 members 
Mstep: Class 11 contains 5279 members 
Mstep: Class 12 contains 60521 members 
Mstep: Class 13 contains 5949 members 
Mstep: Class 14 contains 2032 members 
Mstep: Class 15 contains 12751 members 
Mstep: Class 16 contains 41342 members 
Mstep: Class 17 contains 7156 members 
Mstep: Class 18 contains 59187 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 13694 members 
Mstep: Class 21 contains 77546 members 
Mstep: Class 22 contains 7869 members 
Mstep: Class 23 contains 5986 members 
Mstep: Class 24 contains 821 members 
Mstep: Class 25 contains 13498 members 
Mstep: Class 26 contains 15865 members 
Mstep: Class 27 contains 116165 members 
Mstep: Class 28 contains 1348 members 
Mstep: Class 29 contains 3527 members 
Mstep: Class 30 contains 4297 members 
Mstep: Class 31 contains 3726 members 
Mstep: Class 32 contains 4387 members 
Mstep: Class 33 contains 8120 members 
Mstep: Class 34 contains 1514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84415160.000000 Penalty: 76095.531250
Iteration 61Q: 35 clusters Score -8.441516e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 52420 members 
Mstep: Class 3 contains 36883 members 
Mstep: Class 4 contains 11273 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 112779 members 
Mstep: Class 7 contains 129213 members 
Mstep: Class 8 contains 23886 members 
Mstep: Class 9 contains 86392 members 
Mstep: Class 10 contains 15356 members 
Mstep: Class 11 contains 5277 members 
Mstep: Class 12 contains 60499 members 
Mstep: Class 13 contains 5913 members 
Mstep: Class 14 contains 2033 members 
Mstep: Class 15 contains 12747 members 
Mstep: Class 16 contains 41330 members 
Mstep: Class 17 contains 7159 members 
Mstep: Class 18 contains 59206 members 
Mstep: Class 19 contains 5834 members 
Mstep: Class 20 contains 13710 members 
Mstep: Class 21 contains 77789 members 
Mstep: Class 22 contains 7861 members 
Mstep: Class 23 contains 5986 members 
Mstep: Class 24 contains 821 members 
Mstep: Class 25 contains 13522 members 
Mstep: Class 26 contains 15882 members 
Mstep: Class 27 contains 116676 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 3520 members 
Mstep: Class 30 contains 4297 members 
Mstep: Class 31 contains 3727 members 
Mstep: Class 32 contains 4404 members 
Mstep: Class 33 contains 8155 members 
Mstep: Class 34 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84415552.000000 Penalty: 76095.531250
Iteration 62Q: 35 clusters Score -8.441555e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 52420 members 
Mstep: Class 3 contains 37287 members 
Mstep: Class 4 contains 11273 members 
Mstep: Class 5 contains 4252 members 
Mstep: Class 6 contains 112919 members 
Mstep: Class 7 contains 129127 members 
Mstep: Class 8 contains 23934 members 
Mstep: Class 9 contains 85115 members 
Mstep: Class 10 contains 15341 members 
Mstep: Class 11 contains 5282 members 
Mstep: Class 12 contains 60465 members 
Mstep: Class 13 contains 5878 members 
Mstep: Class 14 contains 2032 members 
Mstep: Class 15 contains 12743 members 
Mstep: Class 16 contains 41344 members 
Mstep: Class 17 contains 7164 members 
Mstep: Class 18 contains 59226 members 
Mstep: Class 19 contains 5832 members 
Mstep: Class 20 contains 13715 members 
Mstep: Class 21 contains 78041 members 
Mstep: Class 22 contains 7861 members 
Mstep: Class 23 contains 5986 members 
Mstep: Class 24 contains 821 members 
Mstep: Class 25 contains 13540 members 
Mstep: Class 26 contains 15880 members 
Mstep: Class 27 contains 117225 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 3525 members 
Mstep: Class 30 contains 4296 members 
Mstep: Class 31 contains 3727 members 
Mstep: Class 32 contains 4423 members 
Mstep: Class 33 contains 8183 members 
Mstep: Class 34 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84416016.000000 Penalty: 76095.531250
Iteration 63Q: 35 clusters Score -8.441602e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 52420 members 
Mstep: Class 3 contains 37706 members 
Mstep: Class 4 contains 11273 members 
Mstep: Class 5 contains 4255 members 
Mstep: Class 6 contains 113059 members 
Mstep: Class 7 contains 129067 members 
Mstep: Class 8 contains 23976 members 
Mstep: Class 9 contains 83882 members 
Mstep: Class 10 contains 15337 members 
Mstep: Class 11 contains 5284 members 
Mstep: Class 12 contains 60411 members 
Mstep: Class 13 contains 5846 members 
Mstep: Class 14 contains 2035 members 
Mstep: Class 15 contains 12741 members 
Mstep: Class 16 contains 41344 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 59247 members 
Mstep: Class 19 contains 5828 members 
Mstep: Class 20 contains 13721 members 
Mstep: Class 21 contains 78240 members 
Mstep: Class 22 contains 7862 members 
Mstep: Class 23 contains 5986 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 13552 members 
Mstep: Class 26 contains 15882 members 
Mstep: Class 27 contains 117770 members 
Mstep: Class 28 contains 1348 members 
Mstep: Class 29 contains 3522 members 
Mstep: Class 30 contains 4294 members 
Mstep: Class 31 contains 3726 members 
Mstep: Class 32 contains 4449 members 
Mstep: Class 33 contains 8205 members 
Mstep: Class 34 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84416104.000000 Penalty: 76095.531250
Iteration 64Q: 35 clusters Score -8.44161e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 52420 members 
Mstep: Class 3 contains 38079 members 
Mstep: Class 4 contains 11273 members 
Mstep: Class 5 contains 4257 members 
Mstep: Class 6 contains 113182 members 
Mstep: Class 7 contains 129010 members 
Mstep: Class 8 contains 24019 members 
Mstep: Class 9 contains 82684 members 
Mstep: Class 10 contains 15333 members 
Mstep: Class 11 contains 5287 members 
Mstep: Class 12 contains 60356 members 
Mstep: Class 13 contains 5818 members 
Mstep: Class 14 contains 2037 members 
Mstep: Class 15 contains 12742 members 
Mstep: Class 16 contains 41355 members 
Mstep: Class 17 contains 7165 members 
Mstep: Class 18 contains 59270 members 
Mstep: Class 19 contains 5819 members 
Mstep: Class 20 contains 13729 members 
Mstep: Class 21 contains 78479 members 
Mstep: Class 22 contains 7865 members 
Mstep: Class 23 contains 5986 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 13562 members 
Mstep: Class 26 contains 15889 members 
Mstep: Class 27 contains 118309 members 
Mstep: Class 28 contains 1350 members 
Mstep: Class 29 contains 3521 members 
Mstep: Class 30 contains 4292 members 
Mstep: Class 31 contains 3726 members 
Mstep: Class 32 contains 4463 members 
Mstep: Class 33 contains 8232 members 
Mstep: Class 34 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84416512.000000 Penalty: 76095.531250
Iteration 65Q: 35 clusters Score -8.441651e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 52420 members 
Mstep: Class 3 contains 38452 members 
Mstep: Class 4 contains 11273 members 
Mstep: Class 5 contains 4265 members 
Mstep: Class 6 contains 113295 members 
Mstep: Class 7 contains 128958 members 
Mstep: Class 8 contains 24073 members 
Mstep: Class 9 contains 81513 members 
Mstep: Class 10 contains 15315 members 
Mstep: Class 11 contains 5295 members 
Mstep: Class 12 contains 60298 members 
Mstep: Class 13 contains 5798 members 
Mstep: Class 14 contains 2043 members 
Mstep: Class 15 contains 12741 members 
Mstep: Class 16 contains 41362 members 
Mstep: Class 17 contains 7170 members 
Mstep: Class 18 contains 59294 members 
Mstep: Class 19 contains 5812 members 
Mstep: Class 20 contains 13742 members 
Mstep: Class 21 contains 78719 members 
Mstep: Class 22 contains 7862 members 
Mstep: Class 23 contains 5986 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 13581 members 
Mstep: Class 26 contains 15905 members 
Mstep: Class 27 contains 118802 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 3519 members 
Mstep: Class 30 contains 4293 members 
Mstep: Class 31 contains 3728 members 
Mstep: Class 32 contains 4478 members 
Mstep: Class 33 contains 8255 members 
Mstep: Class 34 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84416640.000000 Penalty: 76095.531250
Iteration 66Q: 35 clusters Score -8.441664e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 52420 members 
Mstep: Class 3 contains 38834 members 
Mstep: Class 4 contains 11274 members 
Mstep: Class 5 contains 4270 members 
Mstep: Class 6 contains 113408 members 
Mstep: Class 7 contains 128908 members 
Mstep: Class 8 contains 24126 members 
Mstep: Class 9 contains 80321 members 
Mstep: Class 10 contains 15304 members 
Mstep: Class 11 contains 5312 members 
Mstep: Class 12 contains 60249 members 
Mstep: Class 13 contains 5773 members 
Mstep: Class 14 contains 2044 members 
Mstep: Class 15 contains 12740 members 
Mstep: Class 16 contains 41370 members 
Mstep: Class 17 contains 7183 members 
Mstep: Class 18 contains 59318 members 
Mstep: Class 19 contains 5803 members 
Mstep: Class 20 contains 13735 members 
Mstep: Class 21 contains 78945 members 
Mstep: Class 22 contains 7861 members 
Mstep: Class 23 contains 5986 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 13599 members 
Mstep: Class 26 contains 15919 members 
Mstep: Class 27 contains 119282 members 
Mstep: Class 28 contains 1351 members 
Mstep: Class 29 contains 3517 members 
Mstep: Class 30 contains 4292 members 
Mstep: Class 31 contains 3728 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 8277 members 
Mstep: Class 34 contains 1525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84417192.000000 Penalty: 76095.531250
Iteration 67Q: 35 clusters Score -8.441719e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 52420 members 
Mstep: Class 3 contains 39200 members 
Mstep: Class 4 contains 11274 members 
Mstep: Class 5 contains 4276 members 
Mstep: Class 6 contains 113520 members 
Mstep: Class 7 contains 128839 members 
Mstep: Class 8 contains 24175 members 
Mstep: Class 9 contains 79183 members 
Mstep: Class 10 contains 15295 members 
Mstep: Class 11 contains 5322 members 
Mstep: Class 12 contains 60202 members 
Mstep: Class 13 contains 5748 members 
Mstep: Class 14 contains 2042 members 
Mstep: Class 15 contains 12740 members 
Mstep: Class 16 contains 41380 members 
Mstep: Class 17 contains 7178 members 
Mstep: Class 18 contains 59345 members 
Mstep: Class 19 contains 5800 members 
Mstep: Class 20 contains 13727 members 
Mstep: Class 21 contains 79184 members 
Mstep: Class 22 contains 7860 members 
Mstep: Class 23 contains 5986 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 13618 members 
Mstep: Class 26 contains 15924 members 
Mstep: Class 27 contains 119784 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 3516 members 
Mstep: Class 30 contains 4290 members 
Mstep: Class 31 contains 3731 members 
Mstep: Class 32 contains 4510 members 
Mstep: Class 33 contains 8298 members 
Mstep: Class 34 contains 1527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84417288.000000 Penalty: 76095.531250
Iteration 68Q: 35 clusters Score -8.441729e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 52420 members 
Mstep: Class 3 contains 39527 members 
Mstep: Class 4 contains 11274 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 113641 members 
Mstep: Class 7 contains 128776 members 
Mstep: Class 8 contains 24232 members 
Mstep: Class 9 contains 78095 members 
Mstep: Class 10 contains 15286 members 
Mstep: Class 11 contains 5331 members 
Mstep: Class 12 contains 60173 members 
Mstep: Class 13 contains 5714 members 
Mstep: Class 14 contains 2040 members 
Mstep: Class 15 contains 12738 members 
Mstep: Class 16 contains 41396 members 
Mstep: Class 17 contains 7178 members 
Mstep: Class 18 contains 59367 members 
Mstep: Class 19 contains 5795 members 
Mstep: Class 20 contains 13715 members 
Mstep: Class 21 contains 79420 members 
Mstep: Class 22 contains 7860 members 
Mstep: Class 23 contains 5986 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 13642 members 
Mstep: Class 26 contains 15920 members 
Mstep: Class 27 contains 120271 members 
Mstep: Class 28 contains 1345 members 
Mstep: Class 29 contains 3516 members 
Mstep: Class 30 contains 4289 members 
Mstep: Class 31 contains 3732 members 
Mstep: Class 32 contains 4521 members 
Mstep: Class 33 contains 8312 members 
Mstep: Class 34 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84417424.000000 Penalty: 76095.531250
Iteration 69Q: 35 clusters Score -8.441742e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 52420 members 
Mstep: Class 3 contains 39803 members 
Mstep: Class 4 contains 11274 members 
Mstep: Class 5 contains 4289 members 
Mstep: Class 6 contains 113794 members 
Mstep: Class 7 contains 128706 members 
Mstep: Class 8 contains 24282 members 
Mstep: Class 9 contains 77078 members 
Mstep: Class 10 contains 15279 members 
Mstep: Class 11 contains 5330 members 
Mstep: Class 12 contains 60141 members 
Mstep: Class 13 contains 5685 members 
Mstep: Class 14 contains 2043 members 
Mstep: Class 15 contains 12737 members 
Mstep: Class 16 contains 41420 members 
Mstep: Class 17 contains 7179 members 
Mstep: Class 18 contains 59381 members 
Mstep: Class 19 contains 5790 members 
Mstep: Class 20 contains 13716 members 
Mstep: Class 21 contains 79620 members 
Mstep: Class 22 contains 7867 members 
Mstep: Class 23 contains 5986 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 13667 members 
Mstep: Class 26 contains 15924 members 
Mstep: Class 27 contains 120742 members 
Mstep: Class 28 contains 1343 members 
Mstep: Class 29 contains 3517 members 
Mstep: Class 30 contains 4288 members 
Mstep: Class 31 contains 3734 members 
Mstep: Class 32 contains 4527 members 
Mstep: Class 33 contains 8324 members 
Mstep: Class 34 contains 1531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84417600.000000 Penalty: 76095.531250
Iteration 70Q: 35 clusters Score -8.44176e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 52420 members 
Mstep: Class 3 contains 40065 members 
Mstep: Class 4 contains 11273 members 
Mstep: Class 5 contains 4295 members 
Mstep: Class 6 contains 113932 members 
Mstep: Class 7 contains 128650 members 
Mstep: Class 8 contains 24353 members 
Mstep: Class 9 contains 76094 members 
Mstep: Class 10 contains 15274 members 
Mstep: Class 11 contains 5329 members 
Mstep: Class 12 contains 60100 members 
Mstep: Class 13 contains 5655 members 
Mstep: Class 14 contains 2045 members 
Mstep: Class 15 contains 12735 members 
Mstep: Class 16 contains 41431 members 
Mstep: Class 17 contains 7174 members 
Mstep: Class 18 contains 59391 members 
Mstep: Class 19 contains 5783 members 
Mstep: Class 20 contains 13710 members 
Mstep: Class 21 contains 79813 members 
Mstep: Class 22 contains 7868 members 
Mstep: Class 23 contains 5986 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 13692 members 
Mstep: Class 26 contains 15926 members 
Mstep: Class 27 contains 121220 members 
Mstep: Class 28 contains 1343 members 
Mstep: Class 29 contains 3515 members 
Mstep: Class 30 contains 4288 members 
Mstep: Class 31 contains 3735 members 
Mstep: Class 32 contains 4528 members 
Mstep: Class 33 contains 8344 members 
Mstep: Class 34 contains 1543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84418000.000000 Penalty: 76095.531250
Iteration 71Q: 35 clusters Score -8.4418e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 52420 members 
Mstep: Class 3 contains 40260 members 
Mstep: Class 4 contains 11273 members 
Mstep: Class 5 contains 4300 members 
Mstep: Class 6 contains 114072 members 
Mstep: Class 7 contains 128590 members 
Mstep: Class 8 contains 24430 members 
Mstep: Class 9 contains 75143 members 
Mstep: Class 10 contains 15263 members 
Mstep: Class 11 contains 5317 members 
Mstep: Class 12 contains 60086 members 
Mstep: Class 13 contains 5622 members 
Mstep: Class 14 contains 2049 members 
Mstep: Class 15 contains 12734 members 
Mstep: Class 16 contains 41439 members 
Mstep: Class 17 contains 7171 members 
Mstep: Class 18 contains 59400 members 
Mstep: Class 19 contains 5785 members 
Mstep: Class 20 contains 13705 members 
Mstep: Class 21 contains 80020 members 
Mstep: Class 22 contains 7866 members 
Mstep: Class 23 contains 5985 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 13723 members 
Mstep: Class 26 contains 15927 members 
Mstep: Class 27 contains 121703 members 
Mstep: Class 28 contains 1342 members 
Mstep: Class 29 contains 3514 members 
Mstep: Class 30 contains 4289 members 
Mstep: Class 31 contains 3736 members 
Mstep: Class 32 contains 4534 members 
Mstep: Class 33 contains 8367 members 
Mstep: Class 34 contains 1545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84418024.000000 Penalty: 76095.531250
Iteration 72Q: 35 clusters Score -8.441802e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 52421 members 
Mstep: Class 3 contains 40473 members 
Mstep: Class 4 contains 11273 members 
Mstep: Class 5 contains 4300 members 
Mstep: Class 6 contains 114208 members 
Mstep: Class 7 contains 128527 members 
Mstep: Class 8 contains 24514 members 
Mstep: Class 9 contains 74238 members 
Mstep: Class 10 contains 15254 members 
Mstep: Class 11 contains 5316 members 
Mstep: Class 12 contains 60069 members 
Mstep: Class 13 contains 5587 members 
Mstep: Class 14 contains 2051 members 
Mstep: Class 15 contains 12734 members 
Mstep: Class 16 contains 41447 members 
Mstep: Class 17 contains 7169 members 
Mstep: Class 18 contains 59409 members 
Mstep: Class 19 contains 5780 members 
Mstep: Class 20 contains 13699 members 
Mstep: Class 21 contains 80212 members 
Mstep: Class 22 contains 7860 members 
Mstep: Class 23 contains 5984 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 13745 members 
Mstep: Class 26 contains 15932 members 
Mstep: Class 27 contains 122176 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 3512 members 
Mstep: Class 30 contains 4288 members 
Mstep: Class 31 contains 3738 members 
Mstep: Class 32 contains 4542 members 
Mstep: Class 33 contains 8378 members 
Mstep: Class 34 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84418184.000000 Penalty: 76095.531250
Iteration 73Q: 35 clusters Score -8.441818e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 52421 members 
Mstep: Class 3 contains 40628 members 
Mstep: Class 4 contains 11273 members 
Mstep: Class 5 contains 4304 members 
Mstep: Class 6 contains 114322 members 
Mstep: Class 7 contains 128449 members 
Mstep: Class 8 contains 24606 members 
Mstep: Class 9 contains 73500 members 
Mstep: Class 10 contains 15236 members 
Mstep: Class 11 contains 5306 members 
Mstep: Class 12 contains 60056 members 
Mstep: Class 13 contains 5556 members 
Mstep: Class 14 contains 2052 members 
Mstep: Class 15 contains 12732 members 
Mstep: Class 16 contains 41459 members 
Mstep: Class 17 contains 7164 members 
Mstep: Class 18 contains 59406 members 
Mstep: Class 19 contains 5781 members 
Mstep: Class 20 contains 13690 members 
Mstep: Class 21 contains 80366 members 
Mstep: Class 22 contains 7858 members 
Mstep: Class 23 contains 5984 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 13780 members 
Mstep: Class 26 contains 15934 members 
Mstep: Class 27 contains 122620 members 
Mstep: Class 28 contains 1332 members 
Mstep: Class 29 contains 3508 members 
Mstep: Class 30 contains 4286 members 
Mstep: Class 31 contains 3739 members 
Mstep: Class 32 contains 4546 members 
Mstep: Class 33 contains 8391 members 
Mstep: Class 34 contains 1551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84418176.000000 Penalty: 76095.531250
Iteration 74Q: 35 clusters Score -8.441818e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 52421 members 
Mstep: Class 3 contains 40801 members 
Mstep: Class 4 contains 11273 members 
Mstep: Class 5 contains 4305 members 
Mstep: Class 6 contains 114447 members 
Mstep: Class 7 contains 128360 members 
Mstep: Class 8 contains 24685 members 
Mstep: Class 9 contains 72748 members 
Mstep: Class 10 contains 15230 members 
Mstep: Class 11 contains 5291 members 
Mstep: Class 12 contains 60050 members 
Mstep: Class 13 contains 5526 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 12732 members 
Mstep: Class 16 contains 41467 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 59402 members 
Mstep: Class 19 contains 5786 members 
Mstep: Class 20 contains 13682 members 
Mstep: Class 21 contains 80512 members 
Mstep: Class 22 contains 7860 members 
Mstep: Class 23 contains 5984 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 13826 members 
Mstep: Class 26 contains 15932 members 
Mstep: Class 27 contains 123030 members 
Mstep: Class 28 contains 1329 members 
Mstep: Class 29 contains 3506 members 
Mstep: Class 30 contains 4286 members 
Mstep: Class 31 contains 3740 members 
Mstep: Class 32 contains 4549 members 
Mstep: Class 33 contains 8396 members 
Mstep: Class 34 contains 1550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84418376.000000 Penalty: 76095.531250
Iteration 75Q: 35 clusters Score -8.441838e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 52421 members 
Mstep: Class 3 contains 40969 members 
Mstep: Class 4 contains 11273 members 
Mstep: Class 5 contains 4310 members 
Mstep: Class 6 contains 114551 members 
Mstep: Class 7 contains 128299 members 
Mstep: Class 8 contains 24744 members 
Mstep: Class 9 contains 72053 members 
Mstep: Class 10 contains 15224 members 
Mstep: Class 11 contains 5302 members 
Mstep: Class 12 contains 60045 members 
Mstep: Class 13 contains 5489 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 12729 members 
Mstep: Class 16 contains 41476 members 
Mstep: Class 17 contains 7163 members 
Mstep: Class 18 contains 59401 members 
Mstep: Class 19 contains 5785 members 
Mstep: Class 20 contains 13669 members 
Mstep: Class 21 contains 80659 members 
Mstep: Class 22 contains 7862 members 
Mstep: Class 23 contains 5984 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 13858 members 
Mstep: Class 26 contains 15932 members 
Mstep: Class 27 contains 123418 members 
Mstep: Class 28 contains 1327 members 
Mstep: Class 29 contains 3502 members 
Mstep: Class 30 contains 4284 members 
Mstep: Class 31 contains 3739 members 
Mstep: Class 32 contains 4554 members 
Mstep: Class 33 contains 8395 members 
Mstep: Class 34 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84418552.000000 Penalty: 76095.531250
Iteration 76Q: 35 clusters Score -8.441855e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 52421 members 
Mstep: Class 3 contains 41103 members 
Mstep: Class 4 contains 11273 members 
Mstep: Class 5 contains 4315 members 
Mstep: Class 6 contains 114700 members 
Mstep: Class 7 contains 128240 members 
Mstep: Class 8 contains 24791 members 
Mstep: Class 9 contains 71392 members 
Mstep: Class 10 contains 15224 members 
Mstep: Class 11 contains 5303 members 
Mstep: Class 12 contains 60040 members 
Mstep: Class 13 contains 5459 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 12723 members 
Mstep: Class 16 contains 41479 members 
Mstep: Class 17 contains 7162 members 
Mstep: Class 18 contains 59397 members 
Mstep: Class 19 contains 5784 members 
Mstep: Class 20 contains 13655 members 
Mstep: Class 21 contains 80778 members 
Mstep: Class 22 contains 7866 members 
Mstep: Class 23 contains 5984 members 
Mstep: Class 24 contains 821 members 
Mstep: Class 25 contains 13883 members 
Mstep: Class 26 contains 15928 members 
Mstep: Class 27 contains 123795 members 
Mstep: Class 28 contains 1329 members 
Mstep: Class 29 contains 3502 members 
Mstep: Class 30 contains 4286 members 
Mstep: Class 31 contains 3739 members 
Mstep: Class 32 contains 4557 members 
Mstep: Class 33 contains 8402 members 
Mstep: Class 34 contains 1551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84418640.000000 Penalty: 76095.531250
Iteration 77Q: 35 clusters Score -8.441864e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 52421 members 
Mstep: Class 3 contains 41205 members 
Mstep: Class 4 contains 11273 members 
Mstep: Class 5 contains 4318 members 
Mstep: Class 6 contains 114848 members 
Mstep: Class 7 contains 128200 members 
Mstep: Class 8 contains 24822 members 
Mstep: Class 9 contains 70834 members 
Mstep: Class 10 contains 15220 members 
Mstep: Class 11 contains 5299 members 
Mstep: Class 12 contains 60056 members 
Mstep: Class 13 contains 5444 members 
Mstep: Class 14 contains 2055 members 
Mstep: Class 15 contains 12720 members 
Mstep: Class 16 contains 41487 members 
Mstep: Class 17 contains 7164 members 
Mstep: Class 18 contains 59395 members 
Mstep: Class 19 contains 5784 members 
Mstep: Class 20 contains 13645 members 
Mstep: Class 21 contains 80885 members 
Mstep: Class 22 contains 7871 members 
Mstep: Class 23 contains 5984 members 
Mstep: Class 24 contains 821 members 
Mstep: Class 25 contains 13902 members 
Mstep: Class 26 contains 15926 members 
Mstep: Class 27 contains 124056 members 
Mstep: Class 28 contains 1328 members 
Mstep: Class 29 contains 3500 members 
Mstep: Class 30 contains 4284 members 
Mstep: Class 31 contains 3742 members 
Mstep: Class 32 contains 4560 members 
Mstep: Class 33 contains 8416 members 
Mstep: Class 34 contains 1553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84418648.000000 Penalty: 76095.531250
Iteration 78Q: 35 clusters Score -8.441865e+07 nChanged 1121
Entering ConstructFrom: 
Score: -84418648.000000 Penalty: 76095.531250
Entering ConstructFrom: 
Trying to split cluster 1 (5228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Entering Unmasked Estep 
Score: -505340.406250 Penalty: 1391.289917
	Iteration 0F: 2 clusters Score -505340.4 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 2565 members 
Entering Unmasked Estep 
Score: -501215.562500 Penalty: 2782.579834
	Iteration 0F: 3 clusters Score -501215.6 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -502302.125000 Penalty: 2782.579834
	Iteration 1F: 3 clusters Score -502302.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -502471.781250 Penalty: 2782.579834
	Iteration 2F: 3 clusters Score -502471.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -502606.750000 Penalty: 2782.579834
	Iteration 3F: 3 clusters Score -502606.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -502712.843750 Penalty: 2782.579834
	Iteration 4Q: 3 clusters Score -502712.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -502804.125000 Penalty: 2782.579834
	Iteration 5Q: 3 clusters Score -502804.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -502909.125000 Penalty: 2782.579834
	Iteration 6Q: 3 clusters Score -502909.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -503040.625000 Penalty: 2782.579834
	Iteration 7Q: 3 clusters Score -503040.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -503211.625000 Penalty: 2782.579834
	Iteration 8Q: 3 clusters Score -503211.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -503414.343750 Penalty: 2782.579834
	Iteration 9Q: 3 clusters Score -503414.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -503624.312500 Penalty: 2782.579834
	Iteration 10Q: 3 clusters Score -503624.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -503818.406250 Penalty: 2782.579834
	Iteration 11Q: 3 clusters Score -503818.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -504003.187500 Penalty: 2782.579834
	Iteration 12Q: 3 clusters Score -504003.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -504140.250000 Penalty: 2782.579834
	Iteration 13Q: 3 clusters Score -504140.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -504247.625000 Penalty: 2782.579834
	Iteration 14Q: 3 clusters Score -504247.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -504321.968750 Penalty: 2782.579834
	Iteration 15Q: 3 clusters Score -504322 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -504389.125000 Penalty: 2782.579834
	Iteration 16Q: 3 clusters Score -504389.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -504420.968750 Penalty: 2782.579834
	Iteration 17Q: 3 clusters Score -504421 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -504437.000000 Penalty: 2782.579834
	Iteration 18Q: 3 clusters Score -504437 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -504451.281250 Penalty: 2782.579834
	Iteration 19Q: 3 clusters Score -504451.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -504466.687500 Penalty: 2782.579834
	Iteration 20F: 3 clusters Score -504466.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -504476.250000 Penalty: 2782.579834
	Iteration 21Q: 3 clusters Score -504476.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -504483.625000 Penalty: 2782.579834
	Iteration 22Q: 3 clusters Score -504483.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -504485.125000 Penalty: 2782.579834
	Iteration 23Q: 3 clusters Score -504485.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -504489.093750 Penalty: 2782.579834
	Iteration 24Q: 3 clusters Score -504489.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -504489.093750 Penalty: 2782.579834
	Iteration 25F: 3 clusters Score -504489.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (52421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52421 members 
Entering Unmasked Estep 
Score: -4691329.500000 Penalty: 1765.897705
	Iteration 0F: 2 clusters Score -4691330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -4656207.000000 Penalty: 3531.795410
	Iteration 0F: 3 clusters Score -4656207 nChanged 24641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -4670301.000000 Penalty: 3531.795410
	Iteration 1F: 3 clusters Score -4670301 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -4671428.500000 Penalty: 3531.795410
	Iteration 2F: 3 clusters Score -4671428 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -4673172.500000 Penalty: 3531.795410
	Iteration 3F: 3 clusters Score -4673172 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -4675626.500000 Penalty: 3531.795410
	Iteration 4F: 3 clusters Score -4675626 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -4678617.000000 Penalty: 3531.795410
	Iteration 5F: 3 clusters Score -4678617 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -4681672.500000 Penalty: 3531.795410
	Iteration 6F: 3 clusters Score -4681672 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -4684487.500000 Penalty: 3531.795410
	Iteration 7F: 3 clusters Score -4684488 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -4686698.500000 Penalty: 3531.795410
	Iteration 8Q: 3 clusters Score -4686698 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 47106 members 
Entering Unmasked Estep 
Score: -4688232.000000 Penalty: 3531.795410
	Iteration 9Q: 3 clusters Score -4688232 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 47785 members 
Entering Unmasked Estep 
Score: -4688932.000000 Penalty: 3531.795410
	Iteration 10Q: 3 clusters Score -4688932 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 48251 members 
Entering Unmasked Estep 
Score: -4689264.500000 Penalty: 3531.795410
	Iteration 11Q: 3 clusters Score -4689264 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 48599 members 
Entering Unmasked Estep 
Score: -4689448.500000 Penalty: 3531.795410
	Iteration 12Q: 3 clusters Score -4689448 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 48882 members 
Entering Unmasked Estep 
Score: -4689578.000000 Penalty: 3531.795410
	Iteration 13Q: 3 clusters Score -4689578 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 49087 members 
Entering Unmasked Estep 
Score: -4689638.000000 Penalty: 3531.795410
	Iteration 14Q: 3 clusters Score -4689638 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 49266 members 
Entering Unmasked Estep 
Score: -4689689.500000 Penalty: 3531.795410
	Iteration 15Q: 3 clusters Score -4689690 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 49424 members 
Entering Unmasked Estep 
Score: -4689738.000000 Penalty: 3531.795410
	Iteration 16Q: 3 clusters Score -4689738 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 49590 members 
Entering Unmasked Estep 
Score: -4689805.500000 Penalty: 3531.795410
	Iteration 17Q: 3 clusters Score -4689806 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 49765 members 
Entering Unmasked Estep 
Score: -4689860.500000 Penalty: 3531.795410
	Iteration 18Q: 3 clusters Score -4689860 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 49914 members 
Entering Unmasked Estep 
Score: -4689891.000000 Penalty: 3531.795410
	Iteration 19Q: 3 clusters Score -4689891 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 50044 members 
Entering Unmasked Estep 
Score: -4689930.000000 Penalty: 3531.795410
	Iteration 20F: 3 clusters Score -4689930 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 50159 members 
Entering Unmasked Estep 
Score: -4689952.500000 Penalty: 3531.795410
	Iteration 21Q: 3 clusters Score -4689952 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 50239 members 
Entering Unmasked Estep 
Score: -4689960.500000 Penalty: 3531.795410
	Iteration 22Q: 3 clusters Score -4689960 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 50309 members 
Entering Unmasked Estep 
Score: -4689987.000000 Penalty: 3531.795410
	Iteration 23Q: 3 clusters Score -4689987 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 50375 members 
Entering Unmasked Estep 
Score: -4689999.500000 Penalty: 3531.795410
	Iteration 24Q: 3 clusters Score -4690000 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 50437 members 
Entering Unmasked Estep 
Score: -4690016.000000 Penalty: 3531.795410
	Iteration 25Q: 3 clusters Score -4690016 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 50490 members 
Entering Unmasked Estep 
Score: -4690036.500000 Penalty: 3531.795410
	Iteration 26Q: 3 clusters Score -4690036 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 50538 members 
Entering Unmasked Estep 
Score: -4690046.000000 Penalty: 3531.795410
	Iteration 27Q: 3 clusters Score -4690046 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 50578 members 
Entering Unmasked Estep 
Score: -4690051.000000 Penalty: 3531.795410
	Iteration 28Q: 3 clusters Score -4690051 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 50607 members 
Entering Unmasked Estep 
Score: -4690063.500000 Penalty: 3531.795410
	Iteration 29Q: 3 clusters Score -4690064 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
Score: -4690068.500000 Penalty: 3531.795410
	Iteration 30Q: 3 clusters Score -4690068 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 50661 members 
Entering Unmasked Estep 
Score: -4690078.000000 Penalty: 3531.795410
	Iteration 31Q: 3 clusters Score -4690078 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 50697 members 
Entering Unmasked Estep 
Score: -4690088.000000 Penalty: 3531.795410
	Iteration 32Q: 3 clusters Score -4690088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 50732 members 
Entering Unmasked Estep 
Score: -4690101.500000 Penalty: 3531.795410
	Iteration 33Q: 3 clusters Score -4690102 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 50761 members 
Entering Unmasked Estep 
Score: -4690113.000000 Penalty: 3531.795410
	Iteration 34Q: 3 clusters Score -4690113 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 50786 members 
Entering Unmasked Estep 
Score: -4690107.500000 Penalty: 3531.795410
	Iteration 35Q: 3 clusters Score -4690108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 50804 members 
Entering Unmasked Estep 
Score: -4690114.500000 Penalty: 3531.795410
	Iteration 36Q: 3 clusters Score -4690114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 50820 members 
Entering Unmasked Estep 
Score: -4690117.500000 Penalty: 3531.795410
	Iteration 37Q: 3 clusters Score -4690118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -4690120.000000 Penalty: 3531.795410
	Iteration 38Q: 3 clusters Score -4690120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 50829 members 
Entering Unmasked Estep 
Score: -4690120.000000 Penalty: 3531.795410
	Iteration 39Q: 3 clusters Score -4690120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 50839 members 
Entering Unmasked Estep 
Score: -4690126.500000 Penalty: 3531.795410
	Iteration 40F: 3 clusters Score -4690126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 50846 members 
Entering Unmasked Estep 
Score: -4690129.500000 Penalty: 3531.795410
	Iteration 41Q: 3 clusters Score -4690130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 50851 members 
Entering Unmasked Estep 
Score: -4690129.500000 Penalty: 3531.795410
	Iteration 42Q: 3 clusters Score -4690130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 50855 members 
Entering Unmasked Estep 
Score: -4690126.500000 Penalty: 3531.795410
	Iteration 43Q: 3 clusters Score -4690126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 50862 members 
Entering Unmasked Estep 
Score: -4690132.500000 Penalty: 3531.795410
	Iteration 44Q: 3 clusters Score -4690132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 50869 members 
Entering Unmasked Estep 
Score: -4690128.000000 Penalty: 3531.795410
	Iteration 45Q: 3 clusters Score -4690128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 50872 members 
Entering Unmasked Estep 
Score: -4690125.000000 Penalty: 3531.795410
	Iteration 46Q: 3 clusters Score -4690125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 50876 members 
Entering Unmasked Estep 
Score: -4690128.000000 Penalty: 3531.795410
	Iteration 47Q: 3 clusters Score -4690128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -4690132.500000 Penalty: 3531.795410
	Iteration 48Q: 3 clusters Score -4690132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 50885 members 
Entering Unmasked Estep 
Score: -4690132.500000 Penalty: 3531.795410
	Iteration 49Q: 3 clusters Score -4690132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 50888 members 
Entering Unmasked Estep 
Score: -4690129.000000 Penalty: 3531.795410
	Iteration 50Q: 3 clusters Score -4690129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 50890 members 
Entering Unmasked Estep 
Score: -4690128.000000 Penalty: 3531.795410
	Iteration 51Q: 3 clusters Score -4690128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 50893 members 
Entering Unmasked Estep 
Score: -4690129.500000 Penalty: 3531.795410
	Iteration 52Q: 3 clusters Score -4690130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 50895 members 
Entering Unmasked Estep 
Score: -4690130.500000 Penalty: 3531.795410
	Iteration 53Q: 3 clusters Score -4690130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 50897 members 
Entering Unmasked Estep 
Score: -4690132.500000 Penalty: 3531.795410
	Iteration 54Q: 3 clusters Score -4690132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 50900 members 
Entering Unmasked Estep 
Score: -4690136.500000 Penalty: 3531.795410
	Iteration 55Q: 3 clusters Score -4690136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -4690133.500000 Penalty: 3531.795410
	Iteration 56Q: 3 clusters Score -4690134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 50907 members 
Entering Unmasked Estep 
Score: -4690131.500000 Penalty: 3531.795410
	Iteration 57Q: 3 clusters Score -4690132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 50916 members 
Entering Unmasked Estep 
Score: -4690133.500000 Penalty: 3531.795410
	Iteration 58Q: 3 clusters Score -4690134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 50930 members 
Entering Unmasked Estep 
Score: -4690140.500000 Penalty: 3531.795410
	Iteration 59Q: 3 clusters Score -4690140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 50944 members 
Entering Unmasked Estep 
Score: -4690147.500000 Penalty: 3531.795410
	Iteration 60F: 3 clusters Score -4690148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 50957 members 
Entering Unmasked Estep 
Score: -4690155.500000 Penalty: 3531.795410
	Iteration 61Q: 3 clusters Score -4690156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 50973 members 
Entering Unmasked Estep 
Score: -4690166.000000 Penalty: 3531.795410
	Iteration 62Q: 3 clusters Score -4690166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 50980 members 
Entering Unmasked Estep 
Score: -4690162.500000 Penalty: 3531.795410
	Iteration 63Q: 3 clusters Score -4690162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 50985 members 
Entering Unmasked Estep 
Score: -4690165.000000 Penalty: 3531.795410
	Iteration 64Q: 3 clusters Score -4690165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -4690164.000000 Penalty: 3531.795410
	Iteration 65Q: 3 clusters Score -4690164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 50999 members 
Entering Unmasked Estep 
Score: -4690168.500000 Penalty: 3531.795410
	Iteration 66Q: 3 clusters Score -4690168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 51004 members 
Entering Unmasked Estep 
Score: -4690161.500000 Penalty: 3531.795410
	Iteration 67Q: 3 clusters Score -4690162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 51006 members 
Entering Unmasked Estep 
Score: -4690162.500000 Penalty: 3531.795410
	Iteration 68Q: 3 clusters Score -4690162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 51007 members 
Entering Unmasked Estep 
Score: -4690163.000000 Penalty: 3531.795410
	Iteration 69Q: 3 clusters Score -4690163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 51007 members 
Entering Unmasked Estep 
Score: -4690163.000000 Penalty: 3531.795410
	Iteration 70F: 3 clusters Score -4690163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Entering Unmasked Estep 
Score: -3762745.500000 Penalty: 1727.114990
	Iteration 0F: 2 clusters Score -3762746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -3734963.500000 Penalty: 3454.229980
	Iteration 0F: 3 clusters Score -3734964 nChanged 19268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -3746110.250000 Penalty: 3454.229980
	Iteration 1F: 3 clusters Score -3746110 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -3746735.500000 Penalty: 3454.229980
	Iteration 2Q: 3 clusters Score -3746736 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -3747428.250000 Penalty: 3454.229980
	Iteration 3Q: 3 clusters Score -3747428 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -3748279.000000 Penalty: 3454.229980
	Iteration 4Q: 3 clusters Score -3748279 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -3749444.000000 Penalty: 3454.229980
	Iteration 5F: 3 clusters Score -3749444 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -3750908.250000 Penalty: 3454.229980
	Iteration 6F: 3 clusters Score -3750908 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -3752756.000000 Penalty: 3454.229980
	Iteration 7F: 3 clusters Score -3752756 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -3754766.000000 Penalty: 3454.229980
	Iteration 8F: 3 clusters Score -3754766 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -3756521.250000 Penalty: 3454.229980
	Iteration 9F: 3 clusters Score -3756521 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -3757804.250000 Penalty: 3454.229980
	Iteration 10Q: 3 clusters Score -3757804 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -3758757.250000 Penalty: 3454.229980
	Iteration 11Q: 3 clusters Score -3758757 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -3759424.750000 Penalty: 3454.229980
	Iteration 12Q: 3 clusters Score -3759425 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -3759977.000000 Penalty: 3454.229980
	Iteration 13Q: 3 clusters Score -3759977 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -3760365.500000 Penalty: 3454.229980
	Iteration 14Q: 3 clusters Score -3760366 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3760663.250000 Penalty: 3454.229980
	Iteration 15Q: 3 clusters Score -3760663 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -3760894.500000 Penalty: 3454.229980
	Iteration 16Q: 3 clusters Score -3760894 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3761024.750000 Penalty: 3454.229980
	Iteration 17Q: 3 clusters Score -3761025 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3761093.750000 Penalty: 3454.229980
	Iteration 18Q: 3 clusters Score -3761094 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3761175.500000 Penalty: 3454.229980
	Iteration 19Q: 3 clusters Score -3761176 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3761242.750000 Penalty: 3454.229980
	Iteration 20F: 3 clusters Score -3761243 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3761299.250000 Penalty: 3454.229980
	Iteration 21Q: 3 clusters Score -3761299 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3761328.250000 Penalty: 3454.229980
	Iteration 22Q: 3 clusters Score -3761328 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3761355.250000 Penalty: 3454.229980
	Iteration 23Q: 3 clusters Score -3761355 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3761411.750000 Penalty: 3454.229980
	Iteration 24Q: 3 clusters Score -3761412 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3761420.500000 Penalty: 3454.229980
	Iteration 25Q: 3 clusters Score -3761420 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3761443.250000 Penalty: 3454.229980
	Iteration 26Q: 3 clusters Score -3761443 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3761461.750000 Penalty: 3454.229980
	Iteration 27Q: 3 clusters Score -3761462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3761482.000000 Penalty: 3454.229980
	Iteration 28Q: 3 clusters Score -3761482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3761482.500000 Penalty: 3454.229980
	Iteration 29Q: 3 clusters Score -3761482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3761488.500000 Penalty: 3454.229980
	Iteration 30Q: 3 clusters Score -3761488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3761498.250000 Penalty: 3454.229980
	Iteration 31Q: 3 clusters Score -3761498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3761508.000000 Penalty: 3454.229980
	Iteration 32Q: 3 clusters Score -3761508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40150 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3761516.500000 Penalty: 3454.229980
	Iteration 33Q: 3 clusters Score -3761516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3761523.000000 Penalty: 3454.229980
	Iteration 34Q: 3 clusters Score -3761523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3761534.000000 Penalty: 3454.229980
	Iteration 35Q: 3 clusters Score -3761534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3761533.250000 Penalty: 3454.229980
	Iteration 36Q: 3 clusters Score -3761533 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3761536.000000 Penalty: 3454.229980
	Iteration 37Q: 3 clusters Score -3761536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3761542.000000 Penalty: 3454.229980
	Iteration 38Q: 3 clusters Score -3761542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3761541.750000 Penalty: 3454.229980
	Iteration 39Q: 3 clusters Score -3761542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3761540.750000 Penalty: 3454.229980
	Iteration 40F: 3 clusters Score -3761541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3761549.750000 Penalty: 3454.229980
	Iteration 41Q: 3 clusters Score -3761550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3761553.500000 Penalty: 3454.229980
	Iteration 42Q: 3 clusters Score -3761554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3761556.500000 Penalty: 3454.229980
	Iteration 43Q: 3 clusters Score -3761556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3761554.500000 Penalty: 3454.229980
	Iteration 44Q: 3 clusters Score -3761554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3761554.250000 Penalty: 3454.229980
	Iteration 45Q: 3 clusters Score -3761554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3761558.500000 Penalty: 3454.229980
	Iteration 46Q: 3 clusters Score -3761558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3761552.750000 Penalty: 3454.229980
	Iteration 47Q: 3 clusters Score -3761553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3761558.500000 Penalty: 3454.229980
	Iteration 48Q: 3 clusters Score -3761558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3761558.500000 Penalty: 3454.229980
	Iteration 49F: 3 clusters Score -3761558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Entering Unmasked Estep 
Score: -920909.812500 Penalty: 1516.166382
	Iteration 0F: 2 clusters Score -920909.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -912870.875000 Penalty: 3032.332764
	Iteration 0F: 3 clusters Score -912870.9 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -915895.687500 Penalty: 3032.332764
	Iteration 1F: 3 clusters Score -915895.7 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -916364.062500 Penalty: 3032.332764
	Iteration 2F: 3 clusters Score -916364.1 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -916787.062500 Penalty: 3032.332764
	Iteration 3F: 3 clusters Score -916787.1 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -917172.687500 Penalty: 3032.332764
	Iteration 4F: 3 clusters Score -917172.7 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -917541.687500 Penalty: 3032.332764
	Iteration 5F: 3 clusters Score -917541.7 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -917891.750000 Penalty: 3032.332764
	Iteration 6Q: 3 clusters Score -917891.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -918281.750000 Penalty: 3032.332764
	Iteration 7Q: 3 clusters Score -918281.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -918674.187500 Penalty: 3032.332764
	Iteration 8Q: 3 clusters Score -918674.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -919061.500000 Penalty: 3032.332764
	Iteration 9Q: 3 clusters Score -919061.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -919412.625000 Penalty: 3032.332764
	Iteration 10Q: 3 clusters Score -919412.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -919687.375000 Penalty: 3032.332764
	Iteration 11Q: 3 clusters Score -919687.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -919850.062500 Penalty: 3032.332764
	Iteration 12Q: 3 clusters Score -919850.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -919936.375000 Penalty: 3032.332764
	Iteration 13Q: 3 clusters Score -919936.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -919985.625000 Penalty: 3032.332764
	Iteration 14Q: 3 clusters Score -919985.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -920020.312500 Penalty: 3032.332764
	Iteration 15Q: 3 clusters Score -920020.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -920051.250000 Penalty: 3032.332764
	Iteration 16Q: 3 clusters Score -920051.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -920065.375000 Penalty: 3032.332764
	Iteration 17Q: 3 clusters Score -920065.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -920075.125000 Penalty: 3032.332764
	Iteration 18Q: 3 clusters Score -920075.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -920082.750000 Penalty: 3032.332764
	Iteration 19Q: 3 clusters Score -920082.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -920085.937500 Penalty: 3032.332764
	Iteration 20F: 3 clusters Score -920085.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -920097.062500 Penalty: 3032.332764
	Iteration 21Q: 3 clusters Score -920097.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -920103.125000 Penalty: 3032.332764
	Iteration 22Q: 3 clusters Score -920103.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -920109.250000 Penalty: 3032.332764
	Iteration 23Q: 3 clusters Score -920109.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -920110.750000 Penalty: 3032.332764
	Iteration 24Q: 3 clusters Score -920110.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -920114.125000 Penalty: 3032.332764
	Iteration 25Q: 3 clusters Score -920114.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -920117.500000 Penalty: 3032.332764
	Iteration 26Q: 3 clusters Score -920117.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -920120.812500 Penalty: 3032.332764
	Iteration 27Q: 3 clusters Score -920120.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -920123.687500 Penalty: 3032.332764
	Iteration 28Q: 3 clusters Score -920123.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -920126.312500 Penalty: 3032.332764
	Iteration 29Q: 3 clusters Score -920126.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -920127.750000 Penalty: 3032.332764
	Iteration 30Q: 3 clusters Score -920127.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -920127.500000 Penalty: 3032.332764
	Iteration 31Q: 3 clusters Score -920127.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -920126.250000 Penalty: 3032.332764
	Iteration 32Q: 3 clusters Score -920126.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -920127.062500 Penalty: 3032.332764
	Iteration 33Q: 3 clusters Score -920127.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -920127.062500 Penalty: 3032.332764
	Iteration 34F: 3 clusters Score -920127.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Entering Unmasked Estep 
Score: -371312.062500 Penalty: 1360.326904
	Iteration 0F: 2 clusters Score -371312.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -367849.625000 Penalty: 2720.653809
	Iteration 0F: 3 clusters Score -367849.6 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -369006.843750 Penalty: 2720.653809
	Iteration 1F: 3 clusters Score -369006.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -369472.281250 Penalty: 2720.653809
	Iteration 2F: 3 clusters Score -369472.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -369907.437500 Penalty: 2720.653809
	Iteration 3F: 3 clusters Score -369907.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -370384.812500 Penalty: 2720.653809
	Iteration 4F: 3 clusters Score -370384.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -370812.468750 Penalty: 2720.653809
	Iteration 5F: 3 clusters Score -370812.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -371149.750000 Penalty: 2720.653809
	Iteration 6F: 3 clusters Score -371149.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -371332.156250 Penalty: 2720.653809
	Iteration 7Q: 3 clusters Score -371332.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -371425.812500 Penalty: 2720.653809
	Iteration 8Q: 3 clusters Score -371425.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -371483.000000 Penalty: 2720.653809
	Iteration 9Q: 3 clusters Score -371483 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -371530.000000 Penalty: 2720.653809
	Iteration 10Q: 3 clusters Score -371530 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -371567.718750 Penalty: 2720.653809
	Iteration 11Q: 3 clusters Score -371567.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -371588.875000 Penalty: 2720.653809
	Iteration 12Q: 3 clusters Score -371588.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -371605.781250 Penalty: 2720.653809
	Iteration 13Q: 3 clusters Score -371605.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -371616.687500 Penalty: 2720.653809
	Iteration 14Q: 3 clusters Score -371616.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -371621.093750 Penalty: 2720.653809
	Iteration 15Q: 3 clusters Score -371621.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -371624.406250 Penalty: 2720.653809
	Iteration 16Q: 3 clusters Score -371624.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -371627.156250 Penalty: 2720.653809
	Iteration 17Q: 3 clusters Score -371627.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -371628.593750 Penalty: 2720.653809
	Iteration 18Q: 3 clusters Score -371628.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -371630.093750 Penalty: 2720.653809
	Iteration 19Q: 3 clusters Score -371630.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -371630.343750 Penalty: 2720.653809
	Iteration 20F: 3 clusters Score -371630.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -371633.781250 Penalty: 2720.653809
	Iteration 21Q: 3 clusters Score -371633.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -371637.125000 Penalty: 2720.653809
	Iteration 22Q: 3 clusters Score -371637.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -371639.562500 Penalty: 2720.653809
	Iteration 23Q: 3 clusters Score -371639.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -371641.093750 Penalty: 2720.653809
	Iteration 24Q: 3 clusters Score -371641.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -371642.843750 Penalty: 2720.653809
	Iteration 25Q: 3 clusters Score -371642.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -371644.125000 Penalty: 2720.653809
	Iteration 26Q: 3 clusters Score -371644.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -371643.812500 Penalty: 2720.653809
	Iteration 27Q: 3 clusters Score -371643.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -371644.281250 Penalty: 2720.653809
	Iteration 28Q: 3 clusters Score -371644.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -371644.656250 Penalty: 2720.653809
	Iteration 29Q: 3 clusters Score -371644.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -371645.843750 Penalty: 2720.653809
	Iteration 30Q: 3 clusters Score -371645.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -371646.687500 Penalty: 2720.653809
	Iteration 31Q: 3 clusters Score -371646.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -371646.468750 Penalty: 2720.653809
	Iteration 32Q: 3 clusters Score -371646.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -371647.687500 Penalty: 2720.653809
	Iteration 33Q: 3 clusters Score -371647.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -371647.437500 Penalty: 2720.653809
	Iteration 34Q: 3 clusters Score -371647.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -371647.437500 Penalty: 2720.653809
	Iteration 35F: 3 clusters Score -371647.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 52421 members 
Mstep: Class 3 contains 41291 members 
Mstep: Class 4 contains 11274 members 
Mstep: Class 5 contains 3038 members 
Mstep: Class 6 contains 114977 members 
Mstep: Class 7 contains 128168 members 
Mstep: Class 8 contains 24869 members 
Mstep: Class 9 contains 70328 members 
Mstep: Class 10 contains 15213 members 
Mstep: Class 11 contains 5295 members 
Mstep: Class 12 contains 60063 members 
Mstep: Class 13 contains 5423 members 
Mstep: Class 14 contains 2057 members 
Mstep: Class 15 contains 12714 members 
Mstep: Class 16 contains 41485 members 
Mstep: Class 17 contains 7165 members 
Mstep: Class 18 contains 59387 members 
Mstep: Class 19 contains 5783 members 
Mstep: Class 20 contains 13635 members 
Mstep: Class 21 contains 81000 members 
Mstep: Class 22 contains 7871 members 
Mstep: Class 23 contains 5984 members 
Mstep: Class 24 contains 821 members 
Mstep: Class 25 contains 13923 members 
Mstep: Class 26 contains 15920 members 
Mstep: Class 27 contains 124311 members 
Mstep: Class 28 contains 1327 members 
Mstep: Class 29 contains 3496 members 
Mstep: Class 30 contains 4283 members 
Mstep: Class 31 contains 3743 members 
Mstep: Class 32 contains 4569 members 
Mstep: Class 33 contains 8420 members 
Mstep: Class 34 contains 1556 members 
Mstep: Class 35 contains 1283 members 
Entering Unmasked Estep 
Score: -84418168.000000 Penalty: 78333.632812
Splitting cluster 5 changes total score from -84418648.000000 to -84418168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (114977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114977 members 
Entering Unmasked Estep 
Score: -10577055.000000 Penalty: 1893.529297
	Iteration 0F: 2 clusters Score -1.057706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57476 members 
Mstep: Class 2 contains 57501 members 
Entering Unmasked Estep 
Score: -10500192.000000 Penalty: 3787.058594
	Iteration 0F: 3 clusters Score -1.050019e+07 nChanged 55097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58029 members 
Mstep: Class 2 contains 56948 members 
Entering Unmasked Estep 
Score: -10532563.000000 Penalty: 3787.058594
	Iteration 1F: 3 clusters Score -1.053256e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58784 members 
Mstep: Class 2 contains 56193 members 
Entering Unmasked Estep 
Score: -10533860.000000 Penalty: 3787.058594
	Iteration 2Q: 3 clusters Score -1.053386e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59967 members 
Mstep: Class 2 contains 55010 members 
Entering Unmasked Estep 
Score: -10536119.000000 Penalty: 3787.058594
	Iteration 3Q: 3 clusters Score -1.053612e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61610 members 
Mstep: Class 2 contains 53367 members 
Entering Unmasked Estep 
Score: -10539256.000000 Penalty: 3787.058594
	Iteration 4F: 3 clusters Score -1.053926e+07 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63373 members 
Mstep: Class 2 contains 51604 members 
Entering Unmasked Estep 
Score: -10542904.000000 Penalty: 3787.058594
	Iteration 5F: 3 clusters Score -1.05429e+07 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64976 members 
Mstep: Class 2 contains 50001 members 
Entering Unmasked Estep 
Score: -10546917.000000 Penalty: 3787.058594
	Iteration 6F: 3 clusters Score -1.054692e+07 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66212 members 
Mstep: Class 2 contains 48765 members 
Entering Unmasked Estep 
Score: -10550635.000000 Penalty: 3787.058594
	Iteration 7F: 3 clusters Score -1.055064e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67075 members 
Mstep: Class 2 contains 47902 members 
Entering Unmasked Estep 
Score: -10554101.000000 Penalty: 3787.058594
	Iteration 8F: 3 clusters Score -1.05541e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67569 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -10557521.000000 Penalty: 3787.058594
	Iteration 9Q: 3 clusters Score -1.055752e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67954 members 
Mstep: Class 2 contains 47023 members 
Entering Unmasked Estep 
Score: -10560405.000000 Penalty: 3787.058594
	Iteration 10Q: 3 clusters Score -1.05604e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68388 members 
Mstep: Class 2 contains 46589 members 
Entering Unmasked Estep 
Score: -10562458.000000 Penalty: 3787.058594
	Iteration 11Q: 3 clusters Score -1.056246e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68743 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -10563797.000000 Penalty: 3787.058594
	Iteration 12Q: 3 clusters Score -1.05638e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68956 members 
Mstep: Class 2 contains 46021 members 
Entering Unmasked Estep 
Score: -10564637.000000 Penalty: 3787.058594
	Iteration 13Q: 3 clusters Score -1.056464e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69037 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -10565408.000000 Penalty: 3787.058594
	Iteration 14Q: 3 clusters Score -1.056541e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68911 members 
Mstep: Class 2 contains 46066 members 
Entering Unmasked Estep 
Score: -10566065.000000 Penalty: 3787.058594
	Iteration 15Q: 3 clusters Score -1.056606e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68569 members 
Mstep: Class 2 contains 46408 members 
Entering Unmasked Estep 
Score: -10566544.000000 Penalty: 3787.058594
	Iteration 16Q: 3 clusters Score -1.056654e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68081 members 
Mstep: Class 2 contains 46896 members 
Entering Unmasked Estep 
Score: -10566991.000000 Penalty: 3787.058594
	Iteration 17Q: 3 clusters Score -1.056699e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67452 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -10567367.000000 Penalty: 3787.058594
	Iteration 18Q: 3 clusters Score -1.056737e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66675 members 
Mstep: Class 2 contains 48302 members 
Entering Unmasked Estep 
Score: -10567717.000000 Penalty: 3787.058594
	Iteration 19Q: 3 clusters Score -1.056772e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65761 members 
Mstep: Class 2 contains 49216 members 
Entering Unmasked Estep 
Score: -10568089.000000 Penalty: 3787.058594
	Iteration 20F: 3 clusters Score -1.056809e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64777 members 
Mstep: Class 2 contains 50200 members 
Entering Unmasked Estep 
Score: -10568455.000000 Penalty: 3787.058594
	Iteration 21Q: 3 clusters Score -1.056846e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63717 members 
Mstep: Class 2 contains 51260 members 
Entering Unmasked Estep 
Score: -10568811.000000 Penalty: 3787.058594
	Iteration 22Q: 3 clusters Score -1.056881e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62642 members 
Mstep: Class 2 contains 52335 members 
Entering Unmasked Estep 
Score: -10569147.000000 Penalty: 3787.058594
	Iteration 23Q: 3 clusters Score -1.056915e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61566 members 
Mstep: Class 2 contains 53411 members 
Entering Unmasked Estep 
Score: -10569436.000000 Penalty: 3787.058594
	Iteration 24Q: 3 clusters Score -1.056944e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60536 members 
Mstep: Class 2 contains 54441 members 
Entering Unmasked Estep 
Score: -10569669.000000 Penalty: 3787.058594
	Iteration 25Q: 3 clusters Score -1.056967e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59513 members 
Mstep: Class 2 contains 55464 members 
Entering Unmasked Estep 
Score: -10569782.000000 Penalty: 3787.058594
	Iteration 26Q: 3 clusters Score -1.056978e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58478 members 
Mstep: Class 2 contains 56499 members 
Entering Unmasked Estep 
Score: -10570025.000000 Penalty: 3787.058594
	Iteration 27Q: 3 clusters Score -1.057002e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57494 members 
Mstep: Class 2 contains 57483 members 
Entering Unmasked Estep 
Score: -10570250.000000 Penalty: 3787.058594
	Iteration 28Q: 3 clusters Score -1.057025e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56614 members 
Mstep: Class 2 contains 58363 members 
Entering Unmasked Estep 
Score: -10570447.000000 Penalty: 3787.058594
	Iteration 29Q: 3 clusters Score -1.057045e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55774 members 
Mstep: Class 2 contains 59203 members 
Entering Unmasked Estep 
Score: -10570616.000000 Penalty: 3787.058594
	Iteration 30Q: 3 clusters Score -1.057062e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54958 members 
Mstep: Class 2 contains 60019 members 
Entering Unmasked Estep 
Score: -10570731.000000 Penalty: 3787.058594
	Iteration 31Q: 3 clusters Score -1.057073e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54195 members 
Mstep: Class 2 contains 60782 members 
Entering Unmasked Estep 
Score: -10570819.000000 Penalty: 3787.058594
	Iteration 32Q: 3 clusters Score -1.057082e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53481 members 
Mstep: Class 2 contains 61496 members 
Entering Unmasked Estep 
Score: -10570955.000000 Penalty: 3787.058594
	Iteration 33Q: 3 clusters Score -1.057096e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52771 members 
Mstep: Class 2 contains 62206 members 
Entering Unmasked Estep 
Score: -10571054.000000 Penalty: 3787.058594
	Iteration 34Q: 3 clusters Score -1.057105e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52134 members 
Mstep: Class 2 contains 62843 members 
Entering Unmasked Estep 
Score: -10571138.000000 Penalty: 3787.058594
	Iteration 35Q: 3 clusters Score -1.057114e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51533 members 
Mstep: Class 2 contains 63444 members 
Entering Unmasked Estep 
Score: -10571228.000000 Penalty: 3787.058594
	Iteration 36Q: 3 clusters Score -1.057123e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50986 members 
Mstep: Class 2 contains 63991 members 
Entering Unmasked Estep 
Score: -10571228.000000 Penalty: 3787.058594
	Iteration 37Q: 3 clusters Score -1.057123e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50518 members 
Mstep: Class 2 contains 64459 members 
Entering Unmasked Estep 
Score: -10571282.000000 Penalty: 3787.058594
	Iteration 38Q: 3 clusters Score -1.057128e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50057 members 
Mstep: Class 2 contains 64920 members 
Entering Unmasked Estep 
Score: -10571319.000000 Penalty: 3787.058594
	Iteration 39Q: 3 clusters Score -1.057132e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49651 members 
Mstep: Class 2 contains 65326 members 
Entering Unmasked Estep 
Score: -10571349.000000 Penalty: 3787.058594
	Iteration 40F: 3 clusters Score -1.057135e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49263 members 
Mstep: Class 2 contains 65714 members 
Entering Unmasked Estep 
Score: -10571416.000000 Penalty: 3787.058594
	Iteration 41Q: 3 clusters Score -1.057142e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 66047 members 
Entering Unmasked Estep 
Score: -10571492.000000 Penalty: 3787.058594
	Iteration 42Q: 3 clusters Score -1.057149e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 2 contains 66349 members 
Entering Unmasked Estep 
Score: -10571490.000000 Penalty: 3787.058594
	Iteration 43Q: 3 clusters Score -1.057149e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48359 members 
Mstep: Class 2 contains 66618 members 
Entering Unmasked Estep 
Score: -10571502.000000 Penalty: 3787.058594
	Iteration 44Q: 3 clusters Score -1.05715e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 66873 members 
Entering Unmasked Estep 
Score: -10571513.000000 Penalty: 3787.058594
	Iteration 45Q: 3 clusters Score -1.057151e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47872 members 
Mstep: Class 2 contains 67105 members 
Entering Unmasked Estep 
Score: -10571524.000000 Penalty: 3787.058594
	Iteration 46Q: 3 clusters Score -1.057152e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47665 members 
Mstep: Class 2 contains 67312 members 
Entering Unmasked Estep 
Score: -10571544.000000 Penalty: 3787.058594
	Iteration 47Q: 3 clusters Score -1.057154e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 67509 members 
Entering Unmasked Estep 
Score: -10571548.000000 Penalty: 3787.058594
	Iteration 48Q: 3 clusters Score -1.057155e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 67686 members 
Entering Unmasked Estep 
Score: -10571571.000000 Penalty: 3787.058594
	Iteration 49Q: 3 clusters Score -1.057157e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47151 members 
Mstep: Class 2 contains 67826 members 
Entering Unmasked Estep 
Score: -10571574.000000 Penalty: 3787.058594
	Iteration 50Q: 3 clusters Score -1.057157e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47027 members 
Mstep: Class 2 contains 67950 members 
Entering Unmasked Estep 
Score: -10571578.000000 Penalty: 3787.058594
	Iteration 51Q: 3 clusters Score -1.057158e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 68055 members 
Entering Unmasked Estep 
Score: -10571598.000000 Penalty: 3787.058594
	Iteration 52Q: 3 clusters Score -1.05716e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46838 members 
Mstep: Class 2 contains 68139 members 
Entering Unmasked Estep 
Score: -10571609.000000 Penalty: 3787.058594
	Iteration 53Q: 3 clusters Score -1.057161e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46754 members 
Mstep: Class 2 contains 68223 members 
Entering Unmasked Estep 
Score: -10571604.000000 Penalty: 3787.058594
	Iteration 54Q: 3 clusters Score -1.05716e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46676 members 
Mstep: Class 2 contains 68301 members 
Entering Unmasked Estep 
Score: -10571617.000000 Penalty: 3787.058594
	Iteration 55Q: 3 clusters Score -1.057162e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 68370 members 
Entering Unmasked Estep 
Score: -10571612.000000 Penalty: 3787.058594
	Iteration 56Q: 3 clusters Score -1.057161e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 68428 members 
Entering Unmasked Estep 
Score: -10571623.000000 Penalty: 3787.058594
	Iteration 57Q: 3 clusters Score -1.057162e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 68479 members 
Entering Unmasked Estep 
Score: -10571633.000000 Penalty: 3787.058594
	Iteration 58Q: 3 clusters Score -1.057163e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 68526 members 
Entering Unmasked Estep 
Score: -10571641.000000 Penalty: 3787.058594
	Iteration 59Q: 3 clusters Score -1.057164e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 68566 members 
Entering Unmasked Estep 
Score: -10571642.000000 Penalty: 3787.058594
	Iteration 60F: 3 clusters Score -1.057164e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 68600 members 
Entering Unmasked Estep 
Score: -10571645.000000 Penalty: 3787.058594
	Iteration 61Q: 3 clusters Score -1.057164e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46343 members 
Mstep: Class 2 contains 68634 members 
Entering Unmasked Estep 
Score: -10571646.000000 Penalty: 3787.058594
	Iteration 62Q: 3 clusters Score -1.057165e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46319 members 
Mstep: Class 2 contains 68658 members 
Entering Unmasked Estep 
Score: -10571640.000000 Penalty: 3787.058594
	Iteration 63Q: 3 clusters Score -1.057164e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46294 members 
Mstep: Class 2 contains 68683 members 
Entering Unmasked Estep 
Score: -10571632.000000 Penalty: 3787.058594
	Iteration 64Q: 3 clusters Score -1.057163e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Mstep: Class 2 contains 68708 members 
Entering Unmasked Estep 
Score: -10571652.000000 Penalty: 3787.058594
	Iteration 65Q: 3 clusters Score -1.057165e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46246 members 
Mstep: Class 2 contains 68731 members 
Entering Unmasked Estep 
Score: -10571637.000000 Penalty: 3787.058594
	Iteration 66Q: 3 clusters Score -1.057164e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 68751 members 
Entering Unmasked Estep 
Score: -10571637.000000 Penalty: 3787.058594
	Iteration 67Q: 3 clusters Score -1.057164e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46205 members 
Mstep: Class 2 contains 68772 members 
Entering Unmasked Estep 
Score: -10571635.000000 Penalty: 3787.058594
	Iteration 68Q: 3 clusters Score -1.057164e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46188 members 
Mstep: Class 2 contains 68789 members 
Entering Unmasked Estep 
Score: -10571620.000000 Penalty: 3787.058594
	Iteration 69Q: 3 clusters Score -1.057162e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 68802 members 
Entering Unmasked Estep 
Score: -10571637.000000 Penalty: 3787.058594
	Iteration 70Q: 3 clusters Score -1.057164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 68811 members 
Entering Unmasked Estep 
Score: -10571627.000000 Penalty: 3787.058594
	Iteration 71Q: 3 clusters Score -1.057163e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 68821 members 
Entering Unmasked Estep 
Score: -10571627.000000 Penalty: 3787.058594
	Iteration 72Q: 3 clusters Score -1.057163e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46150 members 
Mstep: Class 2 contains 68827 members 
Entering Unmasked Estep 
Score: -10571635.000000 Penalty: 3787.058594
	Iteration 73Q: 3 clusters Score -1.057164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 68835 members 
Entering Unmasked Estep 
Score: -10571632.000000 Penalty: 3787.058594
	Iteration 74Q: 3 clusters Score -1.057163e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 68849 members 
Entering Unmasked Estep 
Score: -10571635.000000 Penalty: 3787.058594
	Iteration 75Q: 3 clusters Score -1.057164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46119 members 
Mstep: Class 2 contains 68858 members 
Entering Unmasked Estep 
Score: -10571633.000000 Penalty: 3787.058594
	Iteration 76Q: 3 clusters Score -1.057163e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Mstep: Class 2 contains 68864 members 
Entering Unmasked Estep 
Score: -10571632.000000 Penalty: 3787.058594
	Iteration 77Q: 3 clusters Score -1.057163e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46104 members 
Mstep: Class 2 contains 68873 members 
Entering Unmasked Estep 
Score: -10571638.000000 Penalty: 3787.058594
	Iteration 78Q: 3 clusters Score -1.057164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 68876 members 
Entering Unmasked Estep 
Score: -10571627.000000 Penalty: 3787.058594
	Iteration 79Q: 3 clusters Score -1.057163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46096 members 
Mstep: Class 2 contains 68881 members 
Entering Unmasked Estep 
Score: -10571635.000000 Penalty: 3787.058594
	Iteration 80F: 3 clusters Score -1.057164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 68885 members 
Entering Unmasked Estep 
Score: -10571635.000000 Penalty: 3787.058594
	Iteration 81Q: 3 clusters Score -1.057164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Mstep: Class 2 contains 68887 members 
Entering Unmasked Estep 
Score: -10571635.000000 Penalty: 3787.058594
	Iteration 82Q: 3 clusters Score -1.057164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46086 members 
Mstep: Class 2 contains 68891 members 
Entering Unmasked Estep 
Score: -10571641.000000 Penalty: 3787.058594
	Iteration 83Q: 3 clusters Score -1.057164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46079 members 
Mstep: Class 2 contains 68898 members 
Entering Unmasked Estep 
Score: -10571636.000000 Penalty: 3787.058594
	Iteration 84Q: 3 clusters Score -1.057164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46074 members 
Mstep: Class 2 contains 68903 members 
Entering Unmasked Estep 
Score: -10571635.000000 Penalty: 3787.058594
	Iteration 85Q: 3 clusters Score -1.057164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Mstep: Class 2 contains 68912 members 
Entering Unmasked Estep 
Score: -10571637.000000 Penalty: 3787.058594
	Iteration 86Q: 3 clusters Score -1.057164e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 68927 members 
Entering Unmasked Estep 
Score: -10571637.000000 Penalty: 3787.058594
	Iteration 87Q: 3 clusters Score -1.057164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 68936 members 
Entering Unmasked Estep 
Score: -10571641.000000 Penalty: 3787.058594
	Iteration 88Q: 3 clusters Score -1.057164e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 68946 members 
Entering Unmasked Estep 
Score: -10571636.000000 Penalty: 3787.058594
	Iteration 89Q: 3 clusters Score -1.057164e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 68956 members 
Entering Unmasked Estep 
Score: -10571638.000000 Penalty: 3787.058594
	Iteration 90Q: 3 clusters Score -1.057164e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46010 members 
Mstep: Class 2 contains 68967 members 
Entering Unmasked Estep 
Score: -10571632.000000 Penalty: 3787.058594
	Iteration 91Q: 3 clusters Score -1.057163e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46003 members 
Mstep: Class 2 contains 68974 members 
Entering Unmasked Estep 
Score: -10571628.000000 Penalty: 3787.058594
	Iteration 92Q: 3 clusters Score -1.057163e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 68980 members 
Entering Unmasked Estep 
Score: -10571628.000000 Penalty: 3787.058594
	Iteration 93Q: 3 clusters Score -1.057163e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 68987 members 
Entering Unmasked Estep 
Score: -10571629.000000 Penalty: 3787.058594
	Iteration 94Q: 3 clusters Score -1.057163e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Mstep: Class 2 contains 68998 members 
Entering Unmasked Estep 
Score: -10571634.000000 Penalty: 3787.058594
	Iteration 95Q: 3 clusters Score -1.057163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 69002 members 
Entering Unmasked Estep 
Score: -10571638.000000 Penalty: 3787.058594
	Iteration 96Q: 3 clusters Score -1.057164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45967 members 
Mstep: Class 2 contains 69010 members 
Entering Unmasked Estep 
Score: -10571646.000000 Penalty: 3787.058594
	Iteration 97Q: 3 clusters Score -1.057165e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 69020 members 
Entering Unmasked Estep 
Score: -10571640.000000 Penalty: 3787.058594
	Iteration 98Q: 3 clusters Score -1.057164e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 69032 members 
Entering Unmasked Estep 
Score: -10571644.000000 Penalty: 3787.058594
	Iteration 99Q: 3 clusters Score -1.057164e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 69045 members 
Entering Unmasked Estep 
Score: -10571644.000000 Penalty: 3787.058594
	Iteration 100F: 3 clusters Score -1.057164e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45922 members 
Mstep: Class 2 contains 69055 members 
Entering Unmasked Estep 
Score: -10571643.000000 Penalty: 3787.058594
	Iteration 101Q: 3 clusters Score -1.057164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45920 members 
Mstep: Class 2 contains 69057 members 
Entering Unmasked Estep 
Score: -10571647.000000 Penalty: 3787.058594
	Iteration 102Q: 3 clusters Score -1.057165e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45914 members 
Mstep: Class 2 contains 69063 members 
Entering Unmasked Estep 
Score: -10571649.000000 Penalty: 3787.058594
	Iteration 103Q: 3 clusters Score -1.057165e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45904 members 
Mstep: Class 2 contains 69073 members 
Entering Unmasked Estep 
Score: -10571657.000000 Penalty: 3787.058594
	Iteration 104Q: 3 clusters Score -1.057166e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 69081 members 
Entering Unmasked Estep 
Score: -10571660.000000 Penalty: 3787.058594
	Iteration 105Q: 3 clusters Score -1.057166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45890 members 
Mstep: Class 2 contains 69087 members 
Entering Unmasked Estep 
Score: -10571651.000000 Penalty: 3787.058594
	Iteration 106Q: 3 clusters Score -1.057165e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Mstep: Class 2 contains 69093 members 
Entering Unmasked Estep 
Score: -10571647.000000 Penalty: 3787.058594
	Iteration 107Q: 3 clusters Score -1.057165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 69095 members 
Entering Unmasked Estep 
Score: -10571650.000000 Penalty: 3787.058594
	Iteration 108Q: 3 clusters Score -1.057165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 69097 members 
Entering Unmasked Estep 
Score: -10571642.000000 Penalty: 3787.058594
	Iteration 109Q: 3 clusters Score -1.057164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 69099 members 
Entering Unmasked Estep 
Score: -10571641.000000 Penalty: 3787.058594
	Iteration 110Q: 3 clusters Score -1.057164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 69101 members 
Entering Unmasked Estep 
Score: -10571648.000000 Penalty: 3787.058594
	Iteration 111Q: 3 clusters Score -1.057165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 69105 members 
Entering Unmasked Estep 
Score: -10571641.000000 Penalty: 3787.058594
	Iteration 112Q: 3 clusters Score -1.057164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 69106 members 
Entering Unmasked Estep 
Score: -10571643.000000 Penalty: 3787.058594
	Iteration 113Q: 3 clusters Score -1.057164e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 69106 members 
Entering Unmasked Estep 
Score: -10571643.000000 Penalty: 3787.058594
	Iteration 114F: 3 clusters Score -1.057164e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (128168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128168 members 
Entering Unmasked Estep 
Score: -12133799.000000 Penalty: 1911.178223
	Iteration 0F: 2 clusters Score -1.21338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64054 members 
Mstep: Class 2 contains 64114 members 
Entering Unmasked Estep 
Score: -12047880.000000 Penalty: 3822.356445
	Iteration 0F: 3 clusters Score -1.204788e+07 nChanged 61704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63028 members 
Mstep: Class 2 contains 65140 members 
Entering Unmasked Estep 
Score: -12083543.000000 Penalty: 3822.356445
	Iteration 1F: 3 clusters Score -1.208354e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62131 members 
Mstep: Class 2 contains 66037 members 
Entering Unmasked Estep 
Score: -12084291.000000 Penalty: 3822.356445
	Iteration 2Q: 3 clusters Score -1.208429e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60702 members 
Mstep: Class 2 contains 67466 members 
Entering Unmasked Estep 
Score: -12085443.000000 Penalty: 3822.356445
	Iteration 3Q: 3 clusters Score -1.208544e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58380 members 
Mstep: Class 2 contains 69788 members 
Entering Unmasked Estep 
Score: -12087206.000000 Penalty: 3822.356445
	Iteration 4Q: 3 clusters Score -1.208721e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54990 members 
Mstep: Class 2 contains 73178 members 
Entering Unmasked Estep 
Score: -12090067.000000 Penalty: 3822.356445
	Iteration 5Q: 3 clusters Score -1.209007e+07 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 77944 members 
Entering Unmasked Estep 
Score: -12094297.000000 Penalty: 3822.356445
	Iteration 6F: 3 clusters Score -1.20943e+07 nChanged 9028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Mstep: Class 2 contains 83834 members 
Entering Unmasked Estep 
Score: -12100523.000000 Penalty: 3822.356445
	Iteration 7F: 3 clusters Score -1.210052e+07 nChanged 9237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 89563 members 
Entering Unmasked Estep 
Score: -12107745.000000 Penalty: 3822.356445
	Iteration 8F: 3 clusters Score -1.210774e+07 nChanged 7989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 93814 members 
Entering Unmasked Estep 
Score: -12114525.000000 Penalty: 3822.356445
	Iteration 9F: 3 clusters Score -1.211452e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 96131 members 
Entering Unmasked Estep 
Score: -12120536.000000 Penalty: 3822.356445
	Iteration 10Q: 3 clusters Score -1.212054e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 97114 members 
Entering Unmasked Estep 
Score: -12125032.000000 Penalty: 3822.356445
	Iteration 11Q: 3 clusters Score -1.212503e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 97634 members 
Entering Unmasked Estep 
Score: -12127572.000000 Penalty: 3822.356445
	Iteration 12Q: 3 clusters Score -1.212757e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 98110 members 
Entering Unmasked Estep 
Score: -12129021.000000 Penalty: 3822.356445
	Iteration 13Q: 3 clusters Score -1.212902e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 98498 members 
Entering Unmasked Estep 
Score: -12129771.000000 Penalty: 3822.356445
	Iteration 14Q: 3 clusters Score -1.212977e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 98796 members 
Entering Unmasked Estep 
Score: -12130242.000000 Penalty: 3822.356445
	Iteration 15Q: 3 clusters Score -1.213024e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 99040 members 
Entering Unmasked Estep 
Score: -12130459.000000 Penalty: 3822.356445
	Iteration 16Q: 3 clusters Score -1.213046e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 99227 members 
Entering Unmasked Estep 
Score: -12130532.000000 Penalty: 3822.356445
	Iteration 17Q: 3 clusters Score -1.213053e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 99388 members 
Entering Unmasked Estep 
Score: -12130554.000000 Penalty: 3822.356445
	Iteration 18Q: 3 clusters Score -1.213055e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 99518 members 
Entering Unmasked Estep 
Score: -12130576.000000 Penalty: 3822.356445
	Iteration 19Q: 3 clusters Score -1.213058e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 99639 members 
Entering Unmasked Estep 
Score: -12130604.000000 Penalty: 3822.356445
	Iteration 20F: 3 clusters Score -1.21306e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 99715 members 
Entering Unmasked Estep 
Score: -12130600.000000 Penalty: 3822.356445
	Iteration 21Q: 3 clusters Score -1.21306e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 99773 members 
Entering Unmasked Estep 
Score: -12130611.000000 Penalty: 3822.356445
	Iteration 22Q: 3 clusters Score -1.213061e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 99823 members 
Entering Unmasked Estep 
Score: -12130586.000000 Penalty: 3822.356445
	Iteration 23Q: 3 clusters Score -1.213059e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 99846 members 
Entering Unmasked Estep 
Score: -12130583.000000 Penalty: 3822.356445
	Iteration 24Q: 3 clusters Score -1.213058e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 99869 members 
Entering Unmasked Estep 
Score: -12130593.000000 Penalty: 3822.356445
	Iteration 25Q: 3 clusters Score -1.213059e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 99899 members 
Entering Unmasked Estep 
Score: -12130597.000000 Penalty: 3822.356445
	Iteration 26Q: 3 clusters Score -1.21306e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 99918 members 
Entering Unmasked Estep 
Score: -12130592.000000 Penalty: 3822.356445
	Iteration 27Q: 3 clusters Score -1.213059e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 99932 members 
Entering Unmasked Estep 
Score: -12130592.000000 Penalty: 3822.356445
	Iteration 28Q: 3 clusters Score -1.213059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 99939 members 
Entering Unmasked Estep 
Score: -12130593.000000 Penalty: 3822.356445
	Iteration 29Q: 3 clusters Score -1.213059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 99942 members 
Entering Unmasked Estep 
Score: -12130590.000000 Penalty: 3822.356445
	Iteration 30Q: 3 clusters Score -1.213059e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 99948 members 
Entering Unmasked Estep 
Score: -12130596.000000 Penalty: 3822.356445
	Iteration 31Q: 3 clusters Score -1.21306e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 99958 members 
Entering Unmasked Estep 
Score: -12130602.000000 Penalty: 3822.356445
	Iteration 32Q: 3 clusters Score -1.21306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 99966 members 
Entering Unmasked Estep 
Score: -12130605.000000 Penalty: 3822.356445
	Iteration 33Q: 3 clusters Score -1.21306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 99970 members 
Entering Unmasked Estep 
Score: -12130602.000000 Penalty: 3822.356445
	Iteration 34Q: 3 clusters Score -1.21306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 99973 members 
Entering Unmasked Estep 
Score: -12130607.000000 Penalty: 3822.356445
	Iteration 35Q: 3 clusters Score -1.213061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 99977 members 
Entering Unmasked Estep 
Score: -12130598.000000 Penalty: 3822.356445
	Iteration 36Q: 3 clusters Score -1.21306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 99979 members 
Entering Unmasked Estep 
Score: -12130603.000000 Penalty: 3822.356445
	Iteration 37Q: 3 clusters Score -1.21306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 99982 members 
Entering Unmasked Estep 
Score: -12130597.000000 Penalty: 3822.356445
	Iteration 38Q: 3 clusters Score -1.21306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 99983 members 
Entering Unmasked Estep 
Score: -12130598.000000 Penalty: 3822.356445
	Iteration 39Q: 3 clusters Score -1.21306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 99984 members 
Entering Unmasked Estep 
Score: -12130595.000000 Penalty: 3822.356445
	Iteration 40F: 3 clusters Score -1.21306e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Entering Unmasked Estep 
Score: -2060136.625000 Penalty: 1644.723755
	Iteration 0F: 2 clusters Score -2060137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2043339.500000 Penalty: 3289.447510
	Iteration 0F: 3 clusters Score -2043340 nChanged 11308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -2049925.625000 Penalty: 3289.447510
	Iteration 1F: 3 clusters Score -2049926 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -2050706.750000 Penalty: 3289.447510
	Iteration 2F: 3 clusters Score -2050707 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -2051520.250000 Penalty: 3289.447510
	Iteration 3F: 3 clusters Score -2051520 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2052414.625000 Penalty: 3289.447510
	Iteration 4F: 3 clusters Score -2052415 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -2053337.500000 Penalty: 3289.447510
	Iteration 5F: 3 clusters Score -2053338 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -2054359.250000 Penalty: 3289.447510
	Iteration 6F: 3 clusters Score -2054359 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -2055376.750000 Penalty: 3289.447510
	Iteration 7F: 3 clusters Score -2055377 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2056162.875000 Penalty: 3289.447510
	Iteration 8Q: 3 clusters Score -2056163 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2056687.375000 Penalty: 3289.447510
	Iteration 9Q: 3 clusters Score -2056687 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -2056970.500000 Penalty: 3289.447510
	Iteration 10Q: 3 clusters Score -2056970 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -2057152.875000 Penalty: 3289.447510
	Iteration 11Q: 3 clusters Score -2057153 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -2057304.000000 Penalty: 3289.447510
	Iteration 12Q: 3 clusters Score -2057304 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -2057431.500000 Penalty: 3289.447510
	Iteration 13Q: 3 clusters Score -2057432 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -2057537.625000 Penalty: 3289.447510
	Iteration 14Q: 3 clusters Score -2057538 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -2057637.750000 Penalty: 3289.447510
	Iteration 15Q: 3 clusters Score -2057638 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -2057734.375000 Penalty: 3289.447510
	Iteration 16Q: 3 clusters Score -2057734 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -2057836.875000 Penalty: 3289.447510
	Iteration 17Q: 3 clusters Score -2057837 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -2057950.500000 Penalty: 3289.447510
	Iteration 18Q: 3 clusters Score -2057950 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -2058065.125000 Penalty: 3289.447510
	Iteration 19Q: 3 clusters Score -2058065 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -2058191.500000 Penalty: 3289.447510
	Iteration 20F: 3 clusters Score -2058192 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -2058327.250000 Penalty: 3289.447510
	Iteration 21Q: 3 clusters Score -2058327 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -2058445.250000 Penalty: 3289.447510
	Iteration 22Q: 3 clusters Score -2058445 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -2058549.125000 Penalty: 3289.447510
	Iteration 23Q: 3 clusters Score -2058549 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -2058653.125000 Penalty: 3289.447510
	Iteration 24Q: 3 clusters Score -2058653 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -2058747.000000 Penalty: 3289.447510
	Iteration 25Q: 3 clusters Score -2058747 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -2058836.125000 Penalty: 3289.447510
	Iteration 26Q: 3 clusters Score -2058836 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -2058917.000000 Penalty: 3289.447510
	Iteration 27Q: 3 clusters Score -2058917 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -2058997.750000 Penalty: 3289.447510
	Iteration 28Q: 3 clusters Score -2058998 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -2059072.125000 Penalty: 3289.447510
	Iteration 29Q: 3 clusters Score -2059072 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -2059153.500000 Penalty: 3289.447510
	Iteration 30Q: 3 clusters Score -2059154 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -2059229.000000 Penalty: 3289.447510
	Iteration 31Q: 3 clusters Score -2059229 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -2059296.500000 Penalty: 3289.447510
	Iteration 32Q: 3 clusters Score -2059296 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -2059339.625000 Penalty: 3289.447510
	Iteration 33Q: 3 clusters Score -2059340 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -2059369.125000 Penalty: 3289.447510
	Iteration 34Q: 3 clusters Score -2059369 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -2059398.125000 Penalty: 3289.447510
	Iteration 35Q: 3 clusters Score -2059398 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -2059419.125000 Penalty: 3289.447510
	Iteration 36Q: 3 clusters Score -2059419 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -2059435.625000 Penalty: 3289.447510
	Iteration 37Q: 3 clusters Score -2059436 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -2059459.000000 Penalty: 3289.447510
	Iteration 38Q: 3 clusters Score -2059459 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -2059474.625000 Penalty: 3289.447510
	Iteration 39Q: 3 clusters Score -2059475 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -2059486.250000 Penalty: 3289.447510
	Iteration 40F: 3 clusters Score -2059486 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -2059492.375000 Penalty: 3289.447510
	Iteration 41Q: 3 clusters Score -2059492 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -2059506.250000 Penalty: 3289.447510
	Iteration 42Q: 3 clusters Score -2059506 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -2059516.625000 Penalty: 3289.447510
	Iteration 43Q: 3 clusters Score -2059517 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -2059520.500000 Penalty: 3289.447510
	Iteration 44Q: 3 clusters Score -2059520 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -2059531.750000 Penalty: 3289.447510
	Iteration 45Q: 3 clusters Score -2059532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -2059538.250000 Penalty: 3289.447510
	Iteration 46Q: 3 clusters Score -2059538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -2059540.500000 Penalty: 3289.447510
	Iteration 47Q: 3 clusters Score -2059540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -2059545.000000 Penalty: 3289.447510
	Iteration 48Q: 3 clusters Score -2059545 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -2059553.000000 Penalty: 3289.447510
	Iteration 49Q: 3 clusters Score -2059553 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -2059557.875000 Penalty: 3289.447510
	Iteration 50Q: 3 clusters Score -2059558 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -2059560.000000 Penalty: 3289.447510
	Iteration 51Q: 3 clusters Score -2059560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -2059566.500000 Penalty: 3289.447510
	Iteration 52Q: 3 clusters Score -2059566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -2059571.375000 Penalty: 3289.447510
	Iteration 53Q: 3 clusters Score -2059571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -2059576.375000 Penalty: 3289.447510
	Iteration 54Q: 3 clusters Score -2059576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -2059582.125000 Penalty: 3289.447510
	Iteration 55Q: 3 clusters Score -2059582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -2059582.875000 Penalty: 3289.447510
	Iteration 56Q: 3 clusters Score -2059583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -2059586.375000 Penalty: 3289.447510
	Iteration 57Q: 3 clusters Score -2059586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -2059588.375000 Penalty: 3289.447510
	Iteration 58Q: 3 clusters Score -2059588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -2059590.750000 Penalty: 3289.447510
	Iteration 59Q: 3 clusters Score -2059591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -2059589.875000 Penalty: 3289.447510
	Iteration 60F: 3 clusters Score -2059590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -2059592.250000 Penalty: 3289.447510
	Iteration 61Q: 3 clusters Score -2059592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -2059597.250000 Penalty: 3289.447510
	Iteration 62Q: 3 clusters Score -2059597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -2059595.875000 Penalty: 3289.447510
	Iteration 63Q: 3 clusters Score -2059596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -2059599.250000 Penalty: 3289.447510
	Iteration 64Q: 3 clusters Score -2059599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -2059597.375000 Penalty: 3289.447510
	Iteration 65Q: 3 clusters Score -2059597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -2059599.375000 Penalty: 3289.447510
	Iteration 66Q: 3 clusters Score -2059599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -2059601.000000 Penalty: 3289.447510
	Iteration 67Q: 3 clusters Score -2059601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -2059599.250000 Penalty: 3289.447510
	Iteration 68Q: 3 clusters Score -2059599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -2059598.250000 Penalty: 3289.447510
	Iteration 69Q: 3 clusters Score -2059598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -2059600.125000 Penalty: 3289.447510
	Iteration 70Q: 3 clusters Score -2059600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -2059602.625000 Penalty: 3289.447510
	Iteration 71Q: 3 clusters Score -2059603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -2059601.625000 Penalty: 3289.447510
	Iteration 72Q: 3 clusters Score -2059602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -2059600.875000 Penalty: 3289.447510
	Iteration 73Q: 3 clusters Score -2059601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -2059600.875000 Penalty: 3289.447510
	Iteration 74F: 3 clusters Score -2059601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (70328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70328 members 
Entering Unmasked Estep 
Score: -6460410.500000 Penalty: 1813.650269
	Iteration 0F: 2 clusters Score -6460410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -6413359.000000 Penalty: 3627.300537
	Iteration 0F: 3 clusters Score -6413359 nChanged 33249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -6432010.500000 Penalty: 3627.300537
	Iteration 1F: 3 clusters Score -6432010 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -6432514.000000 Penalty: 3627.300537
	Iteration 2Q: 3 clusters Score -6432514 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -6433012.000000 Penalty: 3627.300537
	Iteration 3Q: 3 clusters Score -6433012 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 33972 members 
Entering Unmasked Estep 
Score: -6433661.500000 Penalty: 3627.300537
	Iteration 4Q: 3 clusters Score -6433662 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -6434427.000000 Penalty: 3627.300537
	Iteration 5Q: 3 clusters Score -6434427 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -6435302.000000 Penalty: 3627.300537
	Iteration 6Q: 3 clusters Score -6435302 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -6436411.500000 Penalty: 3627.300537
	Iteration 7Q: 3 clusters Score -6436412 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -6437980.500000 Penalty: 3627.300537
	Iteration 8Q: 3 clusters Score -6437980 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -6439865.000000 Penalty: 3627.300537
	Iteration 9Q: 3 clusters Score -6439865 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -6442214.000000 Penalty: 3627.300537
	Iteration 10F: 3 clusters Score -6442214 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45443 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -6444485.000000 Penalty: 3627.300537
	Iteration 11F: 3 clusters Score -6444485 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -6446256.000000 Penalty: 3627.300537
	Iteration 12Q: 3 clusters Score -6446256 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48793 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -6447479.000000 Penalty: 3627.300537
	Iteration 13Q: 3 clusters Score -6447479 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50239 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -6448319.500000 Penalty: 3627.300537
	Iteration 14Q: 3 clusters Score -6448320 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51613 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -6449062.000000 Penalty: 3627.300537
	Iteration 15Q: 3 clusters Score -6449062 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52958 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -6449652.000000 Penalty: 3627.300537
	Iteration 16Q: 3 clusters Score -6449652 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54324 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -6450208.500000 Penalty: 3627.300537
	Iteration 17Q: 3 clusters Score -6450208 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55691 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -6450757.500000 Penalty: 3627.300537
	Iteration 18Q: 3 clusters Score -6450758 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57037 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -6451275.500000 Penalty: 3627.300537
	Iteration 19Q: 3 clusters Score -6451276 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58385 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -6451862.500000 Penalty: 3627.300537
	Iteration 20F: 3 clusters Score -6451862 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59782 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -6452501.500000 Penalty: 3627.300537
	Iteration 21Q: 3 clusters Score -6452502 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61234 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -6453266.000000 Penalty: 3627.300537
	Iteration 22Q: 3 clusters Score -6453266 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62735 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -6454063.500000 Penalty: 3627.300537
	Iteration 23Q: 3 clusters Score -6454064 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64141 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -6454899.000000 Penalty: 3627.300537
	Iteration 24Q: 3 clusters Score -6454899 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65441 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -6455685.000000 Penalty: 3627.300537
	Iteration 25Q: 3 clusters Score -6455685 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66590 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -6456445.500000 Penalty: 3627.300537
	Iteration 26Q: 3 clusters Score -6456446 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67624 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -6457158.500000 Penalty: 3627.300537
	Iteration 27Q: 3 clusters Score -6457158 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68418 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -6457719.000000 Penalty: 3627.300537
	Iteration 28Q: 3 clusters Score -6457719 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68969 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -6458087.500000 Penalty: 3627.300537
	Iteration 29Q: 3 clusters Score -6458088 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69325 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -6458329.500000 Penalty: 3627.300537
	Iteration 30Q: 3 clusters Score -6458330 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69563 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6458495.000000 Penalty: 3627.300537
	Iteration 31Q: 3 clusters Score -6458495 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69708 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6458591.500000 Penalty: 3627.300537
	Iteration 32Q: 3 clusters Score -6458592 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69785 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6458646.500000 Penalty: 3627.300537
	Iteration 33Q: 3 clusters Score -6458646 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69844 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6458685.500000 Penalty: 3627.300537
	Iteration 34Q: 3 clusters Score -6458686 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69883 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -6458711.000000 Penalty: 3627.300537
	Iteration 35Q: 3 clusters Score -6458711 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69910 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6458738.000000 Penalty: 3627.300537
	Iteration 36Q: 3 clusters Score -6458738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69929 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6458746.000000 Penalty: 3627.300537
	Iteration 37Q: 3 clusters Score -6458746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69938 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6458748.000000 Penalty: 3627.300537
	Iteration 38Q: 3 clusters Score -6458748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69941 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6458745.000000 Penalty: 3627.300537
	Iteration 39Q: 3 clusters Score -6458745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69943 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -6458751.000000 Penalty: 3627.300537
	Iteration 40F: 3 clusters Score -6458751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69946 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -6458752.000000 Penalty: 3627.300537
	Iteration 41Q: 3 clusters Score -6458752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69951 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6458766.500000 Penalty: 3627.300537
	Iteration 42Q: 3 clusters Score -6458766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69956 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6458770.500000 Penalty: 3627.300537
	Iteration 43Q: 3 clusters Score -6458770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69960 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6458777.000000 Penalty: 3627.300537
	Iteration 44Q: 3 clusters Score -6458777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69964 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6458773.500000 Penalty: 3627.300537
	Iteration 45Q: 3 clusters Score -6458774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69967 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6458776.500000 Penalty: 3627.300537
	Iteration 46Q: 3 clusters Score -6458776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69970 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6458774.500000 Penalty: 3627.300537
	Iteration 47Q: 3 clusters Score -6458774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69972 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6458773.000000 Penalty: 3627.300537
	Iteration 48Q: 3 clusters Score -6458773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69974 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6458771.500000 Penalty: 3627.300537
	Iteration 49Q: 3 clusters Score -6458772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69975 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6458774.000000 Penalty: 3627.300537
	Iteration 50Q: 3 clusters Score -6458774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69975 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6458774.000000 Penalty: 3627.300537
	Iteration 51F: 3 clusters Score -6458774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Entering Unmasked Estep 
Score: -1356875.625000 Penalty: 1564.859619
	Iteration 0F: 2 clusters Score -1356876 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 7556 members 
Entering Unmasked Estep 
Score: -1346322.375000 Penalty: 3129.719238
	Iteration 0F: 3 clusters Score -1346322 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1350128.875000 Penalty: 3129.719238
	Iteration 1F: 3 clusters Score -1350129 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1350623.125000 Penalty: 3129.719238
	Iteration 2F: 3 clusters Score -1350623 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1351244.125000 Penalty: 3129.719238
	Iteration 3F: 3 clusters Score -1351244 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1351996.250000 Penalty: 3129.719238
	Iteration 4F: 3 clusters Score -1351996 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1352783.125000 Penalty: 3129.719238
	Iteration 5F: 3 clusters Score -1352783 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1353496.250000 Penalty: 3129.719238
	Iteration 6F: 3 clusters Score -1353496 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1354072.625000 Penalty: 3129.719238
	Iteration 7F: 3 clusters Score -1354073 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1354515.125000 Penalty: 3129.719238
	Iteration 8Q: 3 clusters Score -1354515 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1354816.375000 Penalty: 3129.719238
	Iteration 9Q: 3 clusters Score -1354816 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1355029.625000 Penalty: 3129.719238
	Iteration 10Q: 3 clusters Score -1355030 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1355179.000000 Penalty: 3129.719238
	Iteration 11Q: 3 clusters Score -1355179 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1355308.000000 Penalty: 3129.719238
	Iteration 12Q: 3 clusters Score -1355308 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1355376.625000 Penalty: 3129.719238
	Iteration 13Q: 3 clusters Score -1355377 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1355438.250000 Penalty: 3129.719238
	Iteration 14Q: 3 clusters Score -1355438 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1355491.125000 Penalty: 3129.719238
	Iteration 15Q: 3 clusters Score -1355491 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1355540.500000 Penalty: 3129.719238
	Iteration 16Q: 3 clusters Score -1355540 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1355574.875000 Penalty: 3129.719238
	Iteration 17Q: 3 clusters Score -1355575 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1355616.875000 Penalty: 3129.719238
	Iteration 18Q: 3 clusters Score -1355617 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1355645.750000 Penalty: 3129.719238
	Iteration 19Q: 3 clusters Score -1355646 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1355681.750000 Penalty: 3129.719238
	Iteration 20F: 3 clusters Score -1355682 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1355711.750000 Penalty: 3129.719238
	Iteration 21Q: 3 clusters Score -1355712 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1355741.125000 Penalty: 3129.719238
	Iteration 22Q: 3 clusters Score -1355741 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1355759.625000 Penalty: 3129.719238
	Iteration 23Q: 3 clusters Score -1355760 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1355777.125000 Penalty: 3129.719238
	Iteration 24Q: 3 clusters Score -1355777 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1355801.500000 Penalty: 3129.719238
	Iteration 25Q: 3 clusters Score -1355802 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1355818.125000 Penalty: 3129.719238
	Iteration 26Q: 3 clusters Score -1355818 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1355840.500000 Penalty: 3129.719238
	Iteration 27Q: 3 clusters Score -1355840 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1355860.250000 Penalty: 3129.719238
	Iteration 28Q: 3 clusters Score -1355860 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1355882.000000 Penalty: 3129.719238
	Iteration 29Q: 3 clusters Score -1355882 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1355905.875000 Penalty: 3129.719238
	Iteration 30Q: 3 clusters Score -1355906 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1355926.750000 Penalty: 3129.719238
	Iteration 31Q: 3 clusters Score -1355927 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1355945.250000 Penalty: 3129.719238
	Iteration 32Q: 3 clusters Score -1355945 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1355964.750000 Penalty: 3129.719238
	Iteration 33Q: 3 clusters Score -1355965 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1355980.000000 Penalty: 3129.719238
	Iteration 34Q: 3 clusters Score -1355980 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1355990.375000 Penalty: 3129.719238
	Iteration 35Q: 3 clusters Score -1355990 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1356009.750000 Penalty: 3129.719238
	Iteration 36Q: 3 clusters Score -1356010 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1356027.750000 Penalty: 3129.719238
	Iteration 37Q: 3 clusters Score -1356028 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1356036.500000 Penalty: 3129.719238
	Iteration 38Q: 3 clusters Score -1356036 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1356044.250000 Penalty: 3129.719238
	Iteration 39Q: 3 clusters Score -1356044 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1356052.250000 Penalty: 3129.719238
	Iteration 40F: 3 clusters Score -1356052 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1356060.750000 Penalty: 3129.719238
	Iteration 41Q: 3 clusters Score -1356061 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1356065.125000 Penalty: 3129.719238
	Iteration 42Q: 3 clusters Score -1356065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1356067.625000 Penalty: 3129.719238
	Iteration 43Q: 3 clusters Score -1356068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1356070.625000 Penalty: 3129.719238
	Iteration 44Q: 3 clusters Score -1356071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1356076.875000 Penalty: 3129.719238
	Iteration 45Q: 3 clusters Score -1356077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1356077.375000 Penalty: 3129.719238
	Iteration 46Q: 3 clusters Score -1356077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1356077.000000 Penalty: 3129.719238
	Iteration 47Q: 3 clusters Score -1356077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1356078.750000 Penalty: 3129.719238
	Iteration 48Q: 3 clusters Score -1356079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1356078.250000 Penalty: 3129.719238
	Iteration 49Q: 3 clusters Score -1356078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1356077.625000 Penalty: 3129.719238
	Iteration 50Q: 3 clusters Score -1356078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1356080.000000 Penalty: 3129.719238
	Iteration 51Q: 3 clusters Score -1356080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1356077.625000 Penalty: 3129.719238
	Iteration 52Q: 3 clusters Score -1356078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1356077.625000 Penalty: 3129.719238
	Iteration 53F: 3 clusters Score -1356078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Entering Unmasked Estep 
Score: -458550.937500 Penalty: 1393.359253
	Iteration 0F: 2 clusters Score -458550.9 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 2657 members 
Entering Unmasked Estep 
Score: -454367.125000 Penalty: 2786.718506
	Iteration 0F: 3 clusters Score -454367.1 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -455676.500000 Penalty: 2786.718506
	Iteration 1F: 3 clusters Score -455676.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -455989.843750 Penalty: 2786.718506
	Iteration 2F: 3 clusters Score -455989.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -456217.500000 Penalty: 2786.718506
	Iteration 3F: 3 clusters Score -456217.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -456379.000000 Penalty: 2786.718506
	Iteration 4F: 3 clusters Score -456379 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -456541.343750 Penalty: 2786.718506
	Iteration 5Q: 3 clusters Score -456541.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -456725.718750 Penalty: 2786.718506
	Iteration 6Q: 3 clusters Score -456725.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -456939.812500 Penalty: 2786.718506
	Iteration 7F: 3 clusters Score -456939.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -457147.875000 Penalty: 2786.718506
	Iteration 8F: 3 clusters Score -457147.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -457347.781250 Penalty: 2786.718506
	Iteration 9Q: 3 clusters Score -457347.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -457529.125000 Penalty: 2786.718506
	Iteration 10Q: 3 clusters Score -457529.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -457651.593750 Penalty: 2786.718506
	Iteration 11Q: 3 clusters Score -457651.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -457754.375000 Penalty: 2786.718506
	Iteration 12Q: 3 clusters Score -457754.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -457836.750000 Penalty: 2786.718506
	Iteration 13Q: 3 clusters Score -457836.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -457893.062500 Penalty: 2786.718506
	Iteration 14Q: 3 clusters Score -457893.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -457937.187500 Penalty: 2786.718506
	Iteration 15Q: 3 clusters Score -457937.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -457959.500000 Penalty: 2786.718506
	Iteration 16Q: 3 clusters Score -457959.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -457980.031250 Penalty: 2786.718506
	Iteration 17Q: 3 clusters Score -457980 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -457996.562500 Penalty: 2786.718506
	Iteration 18Q: 3 clusters Score -457996.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -458017.656250 Penalty: 2786.718506
	Iteration 19Q: 3 clusters Score -458017.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -458032.656250 Penalty: 2786.718506
	Iteration 20F: 3 clusters Score -458032.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -458041.781250 Penalty: 2786.718506
	Iteration 21Q: 3 clusters Score -458041.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -458048.031250 Penalty: 2786.718506
	Iteration 22Q: 3 clusters Score -458048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -458053.125000 Penalty: 2786.718506
	Iteration 23Q: 3 clusters Score -458053.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -458058.906250 Penalty: 2786.718506
	Iteration 24Q: 3 clusters Score -458058.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -458062.437500 Penalty: 2786.718506
	Iteration 25Q: 3 clusters Score -458062.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -458064.406250 Penalty: 2786.718506
	Iteration 26Q: 3 clusters Score -458064.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -458067.093750 Penalty: 2786.718506
	Iteration 27Q: 3 clusters Score -458067.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -458069.968750 Penalty: 2786.718506
	Iteration 28Q: 3 clusters Score -458070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -458070.468750 Penalty: 2786.718506
	Iteration 29Q: 3 clusters Score -458070.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -458072.562500 Penalty: 2786.718506
	Iteration 30Q: 3 clusters Score -458072.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -458072.656250 Penalty: 2786.718506
	Iteration 31Q: 3 clusters Score -458072.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -458074.718750 Penalty: 2786.718506
	Iteration 32Q: 3 clusters Score -458074.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -458074.625000 Penalty: 2786.718506
	Iteration 33Q: 3 clusters Score -458074.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -458076.031250 Penalty: 2786.718506
	Iteration 34Q: 3 clusters Score -458076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -458076.468750 Penalty: 2786.718506
	Iteration 35Q: 3 clusters Score -458076.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -458076.937500 Penalty: 2786.718506
	Iteration 36Q: 3 clusters Score -458076.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -458077.968750 Penalty: 2786.718506
	Iteration 37Q: 3 clusters Score -458078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -458077.968750 Penalty: 2786.718506
	Iteration 38F: 3 clusters Score -458078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (60063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60063 members 
Entering Unmasked Estep 
Score: -5532268.500000 Penalty: 1788.011719
	Iteration 0F: 2 clusters Score -5532268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -5491857.500000 Penalty: 3576.023438
	Iteration 0F: 3 clusters Score -5491858 nChanged 28428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -5508196.500000 Penalty: 3576.023438
	Iteration 1F: 3 clusters Score -5508196 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -5508819.000000 Penalty: 3576.023438
	Iteration 2Q: 3 clusters Score -5508819 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -5509576.500000 Penalty: 3576.023438
	Iteration 3Q: 3 clusters Score -5509576 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -5510710.000000 Penalty: 3576.023438
	Iteration 4Q: 3 clusters Score -5510710 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -5512214.500000 Penalty: 3576.023438
	Iteration 5F: 3 clusters Score -5512214 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -5513965.000000 Penalty: 3576.023438
	Iteration 6F: 3 clusters Score -5513965 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -5515707.500000 Penalty: 3576.023438
	Iteration 7F: 3 clusters Score -5515708 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -5517155.000000 Penalty: 3576.023438
	Iteration 8F: 3 clusters Score -5517155 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44125 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -5518481.500000 Penalty: 3576.023438
	Iteration 9Q: 3 clusters Score -5518482 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46550 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -5519841.000000 Penalty: 3576.023438
	Iteration 10Q: 3 clusters Score -5519841 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49097 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -5521320.000000 Penalty: 3576.023438
	Iteration 11Q: 3 clusters Score -5521320 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51830 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -5523213.000000 Penalty: 3576.023438
	Iteration 12Q: 3 clusters Score -5523213 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54542 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -5525498.500000 Penalty: 3576.023438
	Iteration 13Q: 3 clusters Score -5525498 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56954 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -5527759.000000 Penalty: 3576.023438
	Iteration 14Q: 3 clusters Score -5527759 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58624 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -5529413.500000 Penalty: 3576.023438
	Iteration 15Q: 3 clusters Score -5529414 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59399 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5530099.500000 Penalty: 3576.023438
	Iteration 16Q: 3 clusters Score -5530100 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59687 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5530410.000000 Penalty: 3576.023438
	Iteration 17Q: 3 clusters Score -5530410 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59787 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5530559.000000 Penalty: 3576.023438
	Iteration 18Q: 3 clusters Score -5530559 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59823 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5530605.500000 Penalty: 3576.023438
	Iteration 19Q: 3 clusters Score -5530606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59834 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5530628.000000 Penalty: 3576.023438
	Iteration 20F: 3 clusters Score -5530628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59841 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5530636.000000 Penalty: 3576.023438
	Iteration 21Q: 3 clusters Score -5530636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59844 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5530647.000000 Penalty: 3576.023438
	Iteration 22Q: 3 clusters Score -5530647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59848 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5530661.500000 Penalty: 3576.023438
	Iteration 23Q: 3 clusters Score -5530662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59852 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5530673.000000 Penalty: 3576.023438
	Iteration 24Q: 3 clusters Score -5530673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59859 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -5530680.000000 Penalty: 3576.023438
	Iteration 25Q: 3 clusters Score -5530680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59861 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -5530689.000000 Penalty: 3576.023438
	Iteration 26Q: 3 clusters Score -5530689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59862 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5530689.000000 Penalty: 3576.023438
	Iteration 27Q: 3 clusters Score -5530689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59862 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5530696.000000 Penalty: 3576.023438
	Iteration 28Q: 3 clusters Score -5530696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59862 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5530697.000000 Penalty: 3576.023438
	Iteration 29Q: 3 clusters Score -5530697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59862 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5530696.500000 Penalty: 3576.023438
	Iteration 30Q: 3 clusters Score -5530696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59862 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5530696.500000 Penalty: 3576.023438
	Iteration 31F: 3 clusters Score -5530696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Entering Unmasked Estep 
Score: -449110.156250 Penalty: 1397.240845
	Iteration 0F: 2 clusters Score -449110.2 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 2687 members 
Entering Unmasked Estep 
Score: -444843.875000 Penalty: 2794.481689
	Iteration 0F: 3 clusters Score -444843.9 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -446772.375000 Penalty: 2794.481689
	Iteration 1F: 3 clusters Score -446772.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -447709.937500 Penalty: 2794.481689
	Iteration 2F: 3 clusters Score -447709.9 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -448407.281250 Penalty: 2794.481689
	Iteration 3F: 3 clusters Score -448407.3 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -448963.593750 Penalty: 2794.481689
	Iteration 4F: 3 clusters Score -448963.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -449298.906250 Penalty: 2794.481689
	Iteration 5F: 3 clusters Score -449298.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -449510.500000 Penalty: 2794.481689
	Iteration 6Q: 3 clusters Score -449510.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -449657.250000 Penalty: 2794.481689
	Iteration 7Q: 3 clusters Score -449657.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -449762.968750 Penalty: 2794.481689
	Iteration 8Q: 3 clusters Score -449763 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -449858.062500 Penalty: 2794.481689
	Iteration 9Q: 3 clusters Score -449858.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -449945.843750 Penalty: 2794.481689
	Iteration 10Q: 3 clusters Score -449945.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -450013.906250 Penalty: 2794.481689
	Iteration 11Q: 3 clusters Score -450013.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -450085.937500 Penalty: 2794.481689
	Iteration 12Q: 3 clusters Score -450085.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -450159.812500 Penalty: 2794.481689
	Iteration 13Q: 3 clusters Score -450159.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -450239.531250 Penalty: 2794.481689
	Iteration 14Q: 3 clusters Score -450239.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -450306.843750 Penalty: 2794.481689
	Iteration 15Q: 3 clusters Score -450306.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -450368.875000 Penalty: 2794.481689
	Iteration 16Q: 3 clusters Score -450368.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -450418.750000 Penalty: 2794.481689
	Iteration 17Q: 3 clusters Score -450418.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -450454.750000 Penalty: 2794.481689
	Iteration 18Q: 3 clusters Score -450454.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -450468.625000 Penalty: 2794.481689
	Iteration 19Q: 3 clusters Score -450468.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -450477.062500 Penalty: 2794.481689
	Iteration 20F: 3 clusters Score -450477.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -450488.687500 Penalty: 2794.481689
	Iteration 21Q: 3 clusters Score -450488.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -450508.031250 Penalty: 2794.481689
	Iteration 22Q: 3 clusters Score -450508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -450519.156250 Penalty: 2794.481689
	Iteration 23Q: 3 clusters Score -450519.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -450532.968750 Penalty: 2794.481689
	Iteration 24Q: 3 clusters Score -450533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -450546.093750 Penalty: 2794.481689
	Iteration 25Q: 3 clusters Score -450546.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -450571.593750 Penalty: 2794.481689
	Iteration 26Q: 3 clusters Score -450571.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -450601.718750 Penalty: 2794.481689
	Iteration 27Q: 3 clusters Score -450601.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -450634.187500 Penalty: 2794.481689
	Iteration 28Q: 3 clusters Score -450634.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -450657.937500 Penalty: 2794.481689
	Iteration 29Q: 3 clusters Score -450657.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -450672.906250 Penalty: 2794.481689
	Iteration 30Q: 3 clusters Score -450672.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -450683.593750 Penalty: 2794.481689
	Iteration 31Q: 3 clusters Score -450683.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -450690.375000 Penalty: 2794.481689
	Iteration 32Q: 3 clusters Score -450690.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -450697.406250 Penalty: 2794.481689
	Iteration 33Q: 3 clusters Score -450697.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -450708.375000 Penalty: 2794.481689
	Iteration 34Q: 3 clusters Score -450708.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -450712.531250 Penalty: 2794.481689
	Iteration 35Q: 3 clusters Score -450712.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -450715.656250 Penalty: 2794.481689
	Iteration 36Q: 3 clusters Score -450715.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -450717.656250 Penalty: 2794.481689
	Iteration 37Q: 3 clusters Score -450717.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -450717.937500 Penalty: 2794.481689
	Iteration 38Q: 3 clusters Score -450717.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -450717.937500 Penalty: 2794.481689
	Iteration 39F: 3 clusters Score -450717.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 52421 members 
Mstep: Class 3 contains 41291 members 
Mstep: Class 4 contains 11274 members 
Mstep: Class 5 contains 4321 members 
Mstep: Class 6 contains 114977 members 
Mstep: Class 7 contains 128168 members 
Mstep: Class 8 contains 24869 members 
Mstep: Class 9 contains 70328 members 
Mstep: Class 10 contains 15213 members 
Mstep: Class 11 contains 5295 members 
Mstep: Class 12 contains 60063 members 
Mstep: Class 13 contains 306 members 
Mstep: Class 14 contains 2057 members 
Mstep: Class 15 contains 12714 members 
Mstep: Class 16 contains 41485 members 
Mstep: Class 17 contains 7165 members 
Mstep: Class 18 contains 59387 members 
Mstep: Class 19 contains 5783 members 
Mstep: Class 20 contains 13635 members 
Mstep: Class 21 contains 81000 members 
Mstep: Class 22 contains 7871 members 
Mstep: Class 23 contains 5984 members 
Mstep: Class 24 contains 821 members 
Mstep: Class 25 contains 13923 members 
Mstep: Class 26 contains 15920 members 
Mstep: Class 27 contains 124311 members 
Mstep: Class 28 contains 1327 members 
Mstep: Class 29 contains 3496 members 
Mstep: Class 30 contains 4283 members 
Mstep: Class 31 contains 3743 members 
Mstep: Class 32 contains 4569 members 
Mstep: Class 33 contains 8420 members 
Mstep: Class 34 contains 1556 members 
Mstep: Class 35 contains 5117 members 
Entering Unmasked Estep 
Score: -84419512.000000 Penalty: 78333.632812
Splitting cluster 13 changes total score from -84418648.000000 to -84419512.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 14 (2057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Entering Unmasked Estep 
Score: -152448.531250 Penalty: 1239.713135
	Iteration 0F: 2 clusters Score -152448.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -150434.015625 Penalty: 2479.426270
	Iteration 0F: 3 clusters Score -150434 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -151823.765625 Penalty: 2479.426270
	Iteration 1F: 3 clusters Score -151823.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -152613.984375 Penalty: 2479.426270
	Iteration 2F: 3 clusters Score -152614 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -153036.703125 Penalty: 2479.426270
	Iteration 3F: 3 clusters Score -153036.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -153357.296875 Penalty: 2479.426270
	Iteration 4F: 3 clusters Score -153357.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -153552.234375 Penalty: 2479.426270
	Iteration 5Q: 3 clusters Score -153552.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -153646.218750 Penalty: 2479.426270
	Iteration 6Q: 3 clusters Score -153646.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -153679.625000 Penalty: 2479.426270
	Iteration 7Q: 3 clusters Score -153679.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -153700.500000 Penalty: 2479.426270
	Iteration 8Q: 3 clusters Score -153700.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -153707.687500 Penalty: 2479.426270
	Iteration 9Q: 3 clusters Score -153707.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -153717.515625 Penalty: 2479.426270
	Iteration 10Q: 3 clusters Score -153717.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -153739.343750 Penalty: 2479.426270
	Iteration 11Q: 3 clusters Score -153739.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -153755.953125 Penalty: 2479.426270
	Iteration 12Q: 3 clusters Score -153756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -153781.171875 Penalty: 2479.426270
	Iteration 13Q: 3 clusters Score -153781.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -153802.375000 Penalty: 2479.426270
	Iteration 14Q: 3 clusters Score -153802.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -153809.781250 Penalty: 2479.426270
	Iteration 15Q: 3 clusters Score -153809.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -153814.656250 Penalty: 2479.426270
	Iteration 16Q: 3 clusters Score -153814.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -153819.343750 Penalty: 2479.426270
	Iteration 17Q: 3 clusters Score -153819.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -153827.078125 Penalty: 2479.426270
	Iteration 18Q: 3 clusters Score -153827.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -153834.468750 Penalty: 2479.426270
	Iteration 19Q: 3 clusters Score -153834.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -153845.562500 Penalty: 2479.426270
	Iteration 20F: 3 clusters Score -153845.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -153859.968750 Penalty: 2479.426270
	Iteration 21Q: 3 clusters Score -153860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -153869.718750 Penalty: 2479.426270
	Iteration 22Q: 3 clusters Score -153869.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -153879.484375 Penalty: 2479.426270
	Iteration 23Q: 3 clusters Score -153879.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -153893.718750 Penalty: 2479.426270
	Iteration 24Q: 3 clusters Score -153893.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -153907.000000 Penalty: 2479.426270
	Iteration 25Q: 3 clusters Score -153907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -153922.734375 Penalty: 2479.426270
	Iteration 26Q: 3 clusters Score -153922.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -153950.359375 Penalty: 2479.426270
	Iteration 27Q: 3 clusters Score -153950.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -153993.546875 Penalty: 2479.426270
	Iteration 28Q: 3 clusters Score -153993.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -154034.000000 Penalty: 2479.426270
	Iteration 29Q: 3 clusters Score -154034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -154092.687500 Penalty: 2479.426270
	Iteration 30Q: 3 clusters Score -154092.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -154189.359375 Penalty: 2479.426270
	Iteration 31Q: 3 clusters Score -154189.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -154302.312500 Penalty: 2479.426270
	Iteration 32Q: 3 clusters Score -154302.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -154438.703125 Penalty: 2479.426270
	Iteration 33Q: 3 clusters Score -154438.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -154595.484375 Penalty: 2479.426270
	Iteration 34Q: 3 clusters Score -154595.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -154728.703125 Penalty: 2479.426270
	Iteration 35Q: 3 clusters Score -154728.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -154769.312500 Penalty: 2479.426270
	Iteration 36Q: 3 clusters Score -154769.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -154789.468750 Penalty: 2479.426270
	Iteration 37Q: 3 clusters Score -154789.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -154805.156250 Penalty: 2479.426270
	Iteration 38Q: 3 clusters Score -154805.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -154814.046875 Penalty: 2479.426270
	Iteration 39Q: 3 clusters Score -154814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -154818.140625 Penalty: 2479.426270
	Iteration 40F: 3 clusters Score -154818.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -154824.375000 Penalty: 2479.426270
	Iteration 41Q: 3 clusters Score -154824.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -154831.812500 Penalty: 2479.426270
	Iteration 42Q: 3 clusters Score -154831.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -154839.562500 Penalty: 2479.426270
	Iteration 43Q: 3 clusters Score -154839.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -154851.984375 Penalty: 2479.426270
	Iteration 44Q: 3 clusters Score -154852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -154861.734375 Penalty: 2479.426270
	Iteration 45Q: 3 clusters Score -154861.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -154870.375000 Penalty: 2479.426270
	Iteration 46Q: 3 clusters Score -154870.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -154874.265625 Penalty: 2479.426270
	Iteration 47Q: 3 clusters Score -154874.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -154878.718750 Penalty: 2479.426270
	Iteration 48Q: 3 clusters Score -154878.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -154883.125000 Penalty: 2479.426270
	Iteration 49Q: 3 clusters Score -154883.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -154885.125000 Penalty: 2479.426270
	Iteration 50Q: 3 clusters Score -154885.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -154885.859375 Penalty: 2479.426270
	Iteration 51Q: 3 clusters Score -154885.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -154886.468750 Penalty: 2479.426270
	Iteration 52Q: 3 clusters Score -154886.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -154887.515625 Penalty: 2479.426270
	Iteration 53Q: 3 clusters Score -154887.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -154887.515625 Penalty: 2479.426270
	Iteration 54F: 3 clusters Score -154887.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 52421 members 
Mstep: Class 3 contains 41291 members 
Mstep: Class 4 contains 11274 members 
Mstep: Class 5 contains 4321 members 
Mstep: Class 6 contains 114977 members 
Mstep: Class 7 contains 128168 members 
Mstep: Class 8 contains 24869 members 
Mstep: Class 9 contains 70328 members 
Mstep: Class 10 contains 15213 members 
Mstep: Class 11 contains 5295 members 
Mstep: Class 12 contains 60063 members 
Mstep: Class 13 contains 306 members 
Mstep: Class 14 contains 1246 members 
Mstep: Class 15 contains 12714 members 
Mstep: Class 16 contains 41485 members 
Mstep: Class 17 contains 7165 members 
Mstep: Class 18 contains 59387 members 
Mstep: Class 19 contains 5783 members 
Mstep: Class 20 contains 13635 members 
Mstep: Class 21 contains 81000 members 
Mstep: Class 22 contains 7871 members 
Mstep: Class 23 contains 5984 members 
Mstep: Class 24 contains 821 members 
Mstep: Class 25 contains 13923 members 
Mstep: Class 26 contains 15920 members 
Mstep: Class 27 contains 124311 members 
Mstep: Class 28 contains 1327 members 
Mstep: Class 29 contains 3496 members 
Mstep: Class 30 contains 4283 members 
Mstep: Class 31 contains 3743 members 
Mstep: Class 32 contains 4569 members 
Mstep: Class 33 contains 8420 members 
Mstep: Class 34 contains 1556 members 
Mstep: Class 35 contains 5117 members 
Mstep: Class 36 contains 811 members 
Entering Unmasked Estep 
Score: -84420944.000000 Penalty: 80571.734375
Splitting cluster 14 changes total score from -84418648.000000 to -84420944.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 15 (12714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Entering Unmasked Estep 
Score: -1100493.500000 Penalty: 1535.699707
	Iteration 0F: 2 clusters Score -1100494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1091721.875000 Penalty: 3071.399414
	Iteration 0F: 3 clusters Score -1091722 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1096061.000000 Penalty: 3071.399414
	Iteration 1F: 3 clusters Score -1096061 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1097909.750000 Penalty: 3071.399414
	Iteration 2F: 3 clusters Score -1097910 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1099588.625000 Penalty: 3071.399414
	Iteration 3F: 3 clusters Score -1099589 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1100724.000000 Penalty: 3071.399414
	Iteration 4F: 3 clusters Score -1100724 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1101256.500000 Penalty: 3071.399414
	Iteration 5F: 3 clusters Score -1101256 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1101454.750000 Penalty: 3071.399414
	Iteration 6Q: 3 clusters Score -1101455 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1101529.750000 Penalty: 3071.399414
	Iteration 7Q: 3 clusters Score -1101530 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1101571.000000 Penalty: 3071.399414
	Iteration 8Q: 3 clusters Score -1101571 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1101597.875000 Penalty: 3071.399414
	Iteration 9Q: 3 clusters Score -1101598 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1101613.375000 Penalty: 3071.399414
	Iteration 10Q: 3 clusters Score -1101613 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1101623.625000 Penalty: 3071.399414
	Iteration 11Q: 3 clusters Score -1101624 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1101639.750000 Penalty: 3071.399414
	Iteration 12Q: 3 clusters Score -1101640 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1101657.375000 Penalty: 3071.399414
	Iteration 13Q: 3 clusters Score -1101657 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1101672.125000 Penalty: 3071.399414
	Iteration 14Q: 3 clusters Score -1101672 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1101692.250000 Penalty: 3071.399414
	Iteration 15Q: 3 clusters Score -1101692 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1101713.750000 Penalty: 3071.399414
	Iteration 16Q: 3 clusters Score -1101714 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1101726.125000 Penalty: 3071.399414
	Iteration 17Q: 3 clusters Score -1101726 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1101741.250000 Penalty: 3071.399414
	Iteration 18Q: 3 clusters Score -1101741 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1101749.625000 Penalty: 3071.399414
	Iteration 19Q: 3 clusters Score -1101750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1101759.375000 Penalty: 3071.399414
	Iteration 20F: 3 clusters Score -1101759 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1101768.875000 Penalty: 3071.399414
	Iteration 21Q: 3 clusters Score -1101769 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1101779.750000 Penalty: 3071.399414
	Iteration 22Q: 3 clusters Score -1101780 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1101793.625000 Penalty: 3071.399414
	Iteration 23Q: 3 clusters Score -1101794 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1101804.875000 Penalty: 3071.399414
	Iteration 24Q: 3 clusters Score -1101805 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1101820.250000 Penalty: 3071.399414
	Iteration 25Q: 3 clusters Score -1101820 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1101836.250000 Penalty: 3071.399414
	Iteration 26Q: 3 clusters Score -1101836 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1101849.250000 Penalty: 3071.399414
	Iteration 27Q: 3 clusters Score -1101849 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1101872.000000 Penalty: 3071.399414
	Iteration 28Q: 3 clusters Score -1101872 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1101896.375000 Penalty: 3071.399414
	Iteration 29Q: 3 clusters Score -1101896 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1101921.125000 Penalty: 3071.399414
	Iteration 30Q: 3 clusters Score -1101921 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1101947.250000 Penalty: 3071.399414
	Iteration 31Q: 3 clusters Score -1101947 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1101976.875000 Penalty: 3071.399414
	Iteration 32Q: 3 clusters Score -1101977 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1102004.375000 Penalty: 3071.399414
	Iteration 33Q: 3 clusters Score -1102004 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1102021.250000 Penalty: 3071.399414
	Iteration 34Q: 3 clusters Score -1102021 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1102031.625000 Penalty: 3071.399414
	Iteration 35Q: 3 clusters Score -1102032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1102035.000000 Penalty: 3071.399414
	Iteration 36Q: 3 clusters Score -1102035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1102040.125000 Penalty: 3071.399414
	Iteration 37Q: 3 clusters Score -1102040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1102040.250000 Penalty: 3071.399414
	Iteration 38Q: 3 clusters Score -1102040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1102043.375000 Penalty: 3071.399414
	Iteration 39Q: 3 clusters Score -1102043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1102044.750000 Penalty: 3071.399414
	Iteration 40F: 3 clusters Score -1102045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1102045.125000 Penalty: 3071.399414
	Iteration 41Q: 3 clusters Score -1102045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1102045.125000 Penalty: 3071.399414
	Iteration 42F: 3 clusters Score -1102045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 52421 members 
Mstep: Class 3 contains 41291 members 
Mstep: Class 4 contains 11274 members 
Mstep: Class 5 contains 4321 members 
Mstep: Class 6 contains 114977 members 
Mstep: Class 7 contains 128168 members 
Mstep: Class 8 contains 24869 members 
Mstep: Class 9 contains 70328 members 
Mstep: Class 10 contains 15213 members 
Mstep: Class 11 contains 5295 members 
Mstep: Class 12 contains 60063 members 
Mstep: Class 13 contains 306 members 
Mstep: Class 14 contains 1246 members 
Mstep: Class 15 contains 1633 members 
Mstep: Class 16 contains 41485 members 
Mstep: Class 17 contains 7165 members 
Mstep: Class 18 contains 59387 members 
Mstep: Class 19 contains 5783 members 
Mstep: Class 20 contains 13635 members 
Mstep: Class 21 contains 81000 members 
Mstep: Class 22 contains 7871 members 
Mstep: Class 23 contains 5984 members 
Mstep: Class 24 contains 821 members 
Mstep: Class 25 contains 13923 members 
Mstep: Class 26 contains 15920 members 
Mstep: Class 27 contains 124311 members 
Mstep: Class 28 contains 1327 members 
Mstep: Class 29 contains 3496 members 
Mstep: Class 30 contains 4283 members 
Mstep: Class 31 contains 3743 members 
Mstep: Class 32 contains 4569 members 
Mstep: Class 33 contains 8420 members 
Mstep: Class 34 contains 1556 members 
Mstep: Class 35 contains 5117 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 11081 members 
Entering Unmasked Estep 
Score: -84421648.000000 Penalty: 82809.843750
Splitting cluster 15 changes total score from -84418648.000000 to -84421648.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 16 (41485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Entering Unmasked Estep 
Score: -3770553.750000 Penalty: 1727.876709
	Iteration 0F: 2 clusters Score -3770554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -3742772.750000 Penalty: 3455.753418
	Iteration 0F: 3 clusters Score -3742773 nChanged 19389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -3753609.750000 Penalty: 3455.753418
	Iteration 1F: 3 clusters Score -3753610 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -3754131.500000 Penalty: 3455.753418
	Iteration 2Q: 3 clusters Score -3754132 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -3754870.000000 Penalty: 3455.753418
	Iteration 3Q: 3 clusters Score -3754870 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -3755822.000000 Penalty: 3455.753418
	Iteration 4Q: 3 clusters Score -3755822 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -3757151.750000 Penalty: 3455.753418
	Iteration 5F: 3 clusters Score -3757152 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -3758765.250000 Penalty: 3455.753418
	Iteration 6F: 3 clusters Score -3758765 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -3760308.250000 Penalty: 3455.753418
	Iteration 7F: 3 clusters Score -3760308 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -3761508.750000 Penalty: 3455.753418
	Iteration 8F: 3 clusters Score -3761509 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -3762405.000000 Penalty: 3455.753418
	Iteration 9Q: 3 clusters Score -3762405 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -3762991.750000 Penalty: 3455.753418
	Iteration 10Q: 3 clusters Score -3762992 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -3763420.250000 Penalty: 3455.753418
	Iteration 11Q: 3 clusters Score -3763420 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -3763838.500000 Penalty: 3455.753418
	Iteration 12Q: 3 clusters Score -3763838 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -3764291.000000 Penalty: 3455.753418
	Iteration 13Q: 3 clusters Score -3764291 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -3764815.250000 Penalty: 3455.753418
	Iteration 14Q: 3 clusters Score -3764815 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -3765379.500000 Penalty: 3455.753418
	Iteration 15Q: 3 clusters Score -3765380 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -3765925.750000 Penalty: 3455.753418
	Iteration 16Q: 3 clusters Score -3765926 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -3766404.000000 Penalty: 3455.753418
	Iteration 17Q: 3 clusters Score -3766404 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -3766825.750000 Penalty: 3455.753418
	Iteration 18Q: 3 clusters Score -3766826 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -3767151.000000 Penalty: 3455.753418
	Iteration 19Q: 3 clusters Score -3767151 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -3767445.500000 Penalty: 3455.753418
	Iteration 20F: 3 clusters Score -3767446 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -3767711.000000 Penalty: 3455.753418
	Iteration 21Q: 3 clusters Score -3767711 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -3767939.000000 Penalty: 3455.753418
	Iteration 22Q: 3 clusters Score -3767939 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -3768135.250000 Penalty: 3455.753418
	Iteration 23Q: 3 clusters Score -3768135 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -3768369.250000 Penalty: 3455.753418
	Iteration 24Q: 3 clusters Score -3768369 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -3768530.000000 Penalty: 3455.753418
	Iteration 25Q: 3 clusters Score -3768530 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -3768701.250000 Penalty: 3455.753418
	Iteration 26Q: 3 clusters Score -3768701 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -3768871.250000 Penalty: 3455.753418
	Iteration 27Q: 3 clusters Score -3768871 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -3769014.250000 Penalty: 3455.753418
	Iteration 28Q: 3 clusters Score -3769014 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
Score: -3769159.250000 Penalty: 3455.753418
	Iteration 29Q: 3 clusters Score -3769159 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -3769265.750000 Penalty: 3455.753418
	Iteration 30Q: 3 clusters Score -3769266 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -3769337.000000 Penalty: 3455.753418
	Iteration 31Q: 3 clusters Score -3769337 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -3769393.750000 Penalty: 3455.753418
	Iteration 32Q: 3 clusters Score -3769394 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -3769451.000000 Penalty: 3455.753418
	Iteration 33Q: 3 clusters Score -3769451 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -3769500.000000 Penalty: 3455.753418
	Iteration 34Q: 3 clusters Score -3769500 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -3769515.500000 Penalty: 3455.753418
	Iteration 35Q: 3 clusters Score -3769516 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -3769531.000000 Penalty: 3455.753418
	Iteration 36Q: 3 clusters Score -3769531 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -3769549.500000 Penalty: 3455.753418
	Iteration 37Q: 3 clusters Score -3769550 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 39810 members 
Entering Unmasked Estep 
Score: -3769563.750000 Penalty: 3455.753418
	Iteration 38Q: 3 clusters Score -3769564 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -3769572.750000 Penalty: 3455.753418
	Iteration 39Q: 3 clusters Score -3769573 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -3769585.500000 Penalty: 3455.753418
	Iteration 40F: 3 clusters Score -3769586 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -3769595.000000 Penalty: 3455.753418
	Iteration 41Q: 3 clusters Score -3769595 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -3769611.500000 Penalty: 3455.753418
	Iteration 42Q: 3 clusters Score -3769612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -3769609.250000 Penalty: 3455.753418
	Iteration 43Q: 3 clusters Score -3769609 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -3769617.750000 Penalty: 3455.753418
	Iteration 44Q: 3 clusters Score -3769618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -3769624.500000 Penalty: 3455.753418
	Iteration 45Q: 3 clusters Score -3769624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -3769637.000000 Penalty: 3455.753418
	Iteration 46Q: 3 clusters Score -3769637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
Score: -3769629.250000 Penalty: 3455.753418
	Iteration 47Q: 3 clusters Score -3769629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -3769633.000000 Penalty: 3455.753418
	Iteration 48Q: 3 clusters Score -3769633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -3769634.000000 Penalty: 3455.753418
	Iteration 49Q: 3 clusters Score -3769634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -3769631.000000 Penalty: 3455.753418
	Iteration 50Q: 3 clusters Score -3769631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -3769628.500000 Penalty: 3455.753418
	Iteration 51Q: 3 clusters Score -3769628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -3769627.750000 Penalty: 3455.753418
	Iteration 52Q: 3 clusters Score -3769628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -3769627.750000 Penalty: 3455.753418
	Iteration 53F: 3 clusters Score -3769628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Entering Unmasked Estep 
Score: -621302.562500 Penalty: 1442.506592
	Iteration 0F: 2 clusters Score -621302.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -616041.375000 Penalty: 2885.013184
	Iteration 0F: 3 clusters Score -616041.4 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -617950.187500 Penalty: 2885.013184
	Iteration 1F: 3 clusters Score -617950.2 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -618546.187500 Penalty: 2885.013184
	Iteration 2F: 3 clusters Score -618546.2 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -619300.562500 Penalty: 2885.013184
	Iteration 3F: 3 clusters Score -619300.6 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -620107.812500 Penalty: 2885.013184
	Iteration 4F: 3 clusters Score -620107.8 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -620965.687500 Penalty: 2885.013184
	Iteration 5F: 3 clusters Score -620965.7 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -621540.750000 Penalty: 2885.013184
	Iteration 6F: 3 clusters Score -621540.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -621769.000000 Penalty: 2885.013184
	Iteration 7Q: 3 clusters Score -621769 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -621854.375000 Penalty: 2885.013184
	Iteration 8Q: 3 clusters Score -621854.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -621888.500000 Penalty: 2885.013184
	Iteration 9Q: 3 clusters Score -621888.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -621903.875000 Penalty: 2885.013184
	Iteration 10Q: 3 clusters Score -621903.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -621915.187500 Penalty: 2885.013184
	Iteration 11Q: 3 clusters Score -621915.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -621927.375000 Penalty: 2885.013184
	Iteration 12Q: 3 clusters Score -621927.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -621935.375000 Penalty: 2885.013184
	Iteration 13Q: 3 clusters Score -621935.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -621941.625000 Penalty: 2885.013184
	Iteration 14Q: 3 clusters Score -621941.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -621944.375000 Penalty: 2885.013184
	Iteration 15Q: 3 clusters Score -621944.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -621946.187500 Penalty: 2885.013184
	Iteration 16Q: 3 clusters Score -621946.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -621948.062500 Penalty: 2885.013184
	Iteration 17Q: 3 clusters Score -621948.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -621947.875000 Penalty: 2885.013184
	Iteration 18Q: 3 clusters Score -621947.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -621947.000000 Penalty: 2885.013184
	Iteration 19Q: 3 clusters Score -621947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -621950.750000 Penalty: 2885.013184
	Iteration 20F: 3 clusters Score -621950.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -621950.687500 Penalty: 2885.013184
	Iteration 21Q: 3 clusters Score -621950.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -621950.062500 Penalty: 2885.013184
	Iteration 22Q: 3 clusters Score -621950.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -621949.687500 Penalty: 2885.013184
	Iteration 23Q: 3 clusters Score -621949.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -621949.687500 Penalty: 2885.013184
	Iteration 24F: 3 clusters Score -621949.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 52421 members 
Mstep: Class 3 contains 41291 members 
Mstep: Class 4 contains 11274 members 
Mstep: Class 5 contains 4321 members 
Mstep: Class 6 contains 114977 members 
Mstep: Class 7 contains 128168 members 
Mstep: Class 8 contains 24869 members 
Mstep: Class 9 contains 70328 members 
Mstep: Class 10 contains 15213 members 
Mstep: Class 11 contains 5295 members 
Mstep: Class 12 contains 60063 members 
Mstep: Class 13 contains 306 members 
Mstep: Class 14 contains 1246 members 
Mstep: Class 15 contains 1633 members 
Mstep: Class 16 contains 41485 members 
Mstep: Class 17 contains 4466 members 
Mstep: Class 18 contains 59387 members 
Mstep: Class 19 contains 5783 members 
Mstep: Class 20 contains 13635 members 
Mstep: Class 21 contains 81000 members 
Mstep: Class 22 contains 7871 members 
Mstep: Class 23 contains 5984 members 
Mstep: Class 24 contains 821 members 
Mstep: Class 25 contains 13923 members 
Mstep: Class 26 contains 15920 members 
Mstep: Class 27 contains 124311 members 
Mstep: Class 28 contains 1327 members 
Mstep: Class 29 contains 3496 members 
Mstep: Class 30 contains 4283 members 
Mstep: Class 31 contains 3743 members 
Mstep: Class 32 contains 4569 members 
Mstep: Class 33 contains 8420 members 
Mstep: Class 34 contains 1556 members 
Mstep: Class 35 contains 5117 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 11081 members 
Mstep: Class 38 contains 2699 members 
Entering Unmasked Estep 
Score: -84421464.000000 Penalty: 85047.945312
Splitting cluster 17 changes total score from -84418648.000000 to -84421464.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 18 (59387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59387 members 
Entering Unmasked Estep 
Score: -5455689.000000 Penalty: 1786.172485
	Iteration 0F: 2 clusters Score -5455689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -5416138.000000 Penalty: 3572.344971
	Iteration 0F: 3 clusters Score -5416138 nChanged 27882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -5431746.000000 Penalty: 3572.344971
	Iteration 1F: 3 clusters Score -5431746 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -5432196.000000 Penalty: 3572.344971
	Iteration 2Q: 3 clusters Score -5432196 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -5432581.500000 Penalty: 3572.344971
	Iteration 3Q: 3 clusters Score -5432582 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -5432996.000000 Penalty: 3572.344971
	Iteration 4Q: 3 clusters Score -5432996 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -5433424.500000 Penalty: 3572.344971
	Iteration 5Q: 3 clusters Score -5433424 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 32159 members 
Entering Unmasked Estep 
Score: -5434017.500000 Penalty: 3572.344971
	Iteration 6Q: 3 clusters Score -5434018 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -5434752.000000 Penalty: 3572.344971
	Iteration 7Q: 3 clusters Score -5434752 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -5435894.500000 Penalty: 3572.344971
	Iteration 8Q: 3 clusters Score -5435894 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -5437742.500000 Penalty: 3572.344971
	Iteration 9Q: 3 clusters Score -5437742 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -5440400.500000 Penalty: 3572.344971
	Iteration 10F: 3 clusters Score -5440400 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -5442815.500000 Penalty: 3572.344971
	Iteration 11F: 3 clusters Score -5442816 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 42846 members 
Entering Unmasked Estep 
Score: -5444526.000000 Penalty: 3572.344971
	Iteration 12Q: 3 clusters Score -5444526 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -5445486.000000 Penalty: 3572.344971
	Iteration 13Q: 3 clusters Score -5445486 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -5446093.500000 Penalty: 3572.344971
	Iteration 14Q: 3 clusters Score -5446094 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 46893 members 
Entering Unmasked Estep 
Score: -5446676.500000 Penalty: 3572.344971
	Iteration 15Q: 3 clusters Score -5446676 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 48229 members 
Entering Unmasked Estep 
Score: -5447245.000000 Penalty: 3572.344971
	Iteration 16Q: 3 clusters Score -5447245 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 49499 members 
Entering Unmasked Estep 
Score: -5447825.000000 Penalty: 3572.344971
	Iteration 17Q: 3 clusters Score -5447825 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 50772 members 
Entering Unmasked Estep 
Score: -5448471.500000 Penalty: 3572.344971
	Iteration 18Q: 3 clusters Score -5448472 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 51989 members 
Entering Unmasked Estep 
Score: -5449096.000000 Penalty: 3572.344971
	Iteration 19Q: 3 clusters Score -5449096 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 53204 members 
Entering Unmasked Estep 
Score: -5449821.000000 Penalty: 3572.344971
	Iteration 20F: 3 clusters Score -5449821 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 54353 members 
Entering Unmasked Estep 
Score: -5450512.500000 Penalty: 3572.344971
	Iteration 21Q: 3 clusters Score -5450512 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 55431 members 
Entering Unmasked Estep 
Score: -5451239.000000 Penalty: 3572.344971
	Iteration 22Q: 3 clusters Score -5451239 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 56385 members 
Entering Unmasked Estep 
Score: -5451924.500000 Penalty: 3572.344971
	Iteration 23Q: 3 clusters Score -5451924 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 57160 members 
Entering Unmasked Estep 
Score: -5452480.000000 Penalty: 3572.344971
	Iteration 24Q: 3 clusters Score -5452480 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 57806 members 
Entering Unmasked Estep 
Score: -5452963.500000 Penalty: 3572.344971
	Iteration 25Q: 3 clusters Score -5452964 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 58300 members 
Entering Unmasked Estep 
Score: -5453337.000000 Penalty: 3572.344971
	Iteration 26Q: 3 clusters Score -5453337 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 58645 members 
Entering Unmasked Estep 
Score: -5453619.000000 Penalty: 3572.344971
	Iteration 27Q: 3 clusters Score -5453619 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 58854 members 
Entering Unmasked Estep 
Score: -5453820.000000 Penalty: 3572.344971
	Iteration 28Q: 3 clusters Score -5453820 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 58968 members 
Entering Unmasked Estep 
Score: -5453932.500000 Penalty: 3572.344971
	Iteration 29Q: 3 clusters Score -5453932 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 59024 members 
Entering Unmasked Estep 
Score: -5453977.000000 Penalty: 3572.344971
	Iteration 30Q: 3 clusters Score -5453977 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 59051 members 
Entering Unmasked Estep 
Score: -5454013.000000 Penalty: 3572.344971
	Iteration 31Q: 3 clusters Score -5454013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 59066 members 
Entering Unmasked Estep 
Score: -5454025.500000 Penalty: 3572.344971
	Iteration 32Q: 3 clusters Score -5454026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 59079 members 
Entering Unmasked Estep 
Score: -5454035.500000 Penalty: 3572.344971
	Iteration 33Q: 3 clusters Score -5454036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 59090 members 
Entering Unmasked Estep 
Score: -5454046.000000 Penalty: 3572.344971
	Iteration 34Q: 3 clusters Score -5454046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 59101 members 
Entering Unmasked Estep 
Score: -5454051.000000 Penalty: 3572.344971
	Iteration 35Q: 3 clusters Score -5454051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 59103 members 
Entering Unmasked Estep 
Score: -5454050.500000 Penalty: 3572.344971
	Iteration 36Q: 3 clusters Score -5454050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 59107 members 
Entering Unmasked Estep 
Score: -5454053.500000 Penalty: 3572.344971
	Iteration 37Q: 3 clusters Score -5454054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 59108 members 
Entering Unmasked Estep 
Score: -5454053.500000 Penalty: 3572.344971
	Iteration 38Q: 3 clusters Score -5454054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 59108 members 
Entering Unmasked Estep 
Score: -5454053.500000 Penalty: 3572.344971
	Iteration 39Q: 3 clusters Score -5454054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 59108 members 
Entering Unmasked Estep 
Score: -5454053.500000 Penalty: 3572.344971
	Iteration 40F: 3 clusters Score -5454054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Entering Unmasked Estep 
Score: -506493.625000 Penalty: 1407.685181
	Iteration 0F: 2 clusters Score -506493.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -502080.750000 Penalty: 2815.370361
	Iteration 0F: 3 clusters Score -502080.8 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -503775.593750 Penalty: 2815.370361
	Iteration 1F: 3 clusters Score -503775.6 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -504713.500000 Penalty: 2815.370361
	Iteration 2F: 3 clusters Score -504713.5 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -505535.281250 Penalty: 2815.370361
	Iteration 3F: 3 clusters Score -505535.3 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -505971.187500 Penalty: 2815.370361
	Iteration 4F: 3 clusters Score -505971.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -506183.375000 Penalty: 2815.370361
	Iteration 5Q: 3 clusters Score -506183.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -506312.156250 Penalty: 2815.370361
	Iteration 6Q: 3 clusters Score -506312.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -506422.718750 Penalty: 2815.370361
	Iteration 7Q: 3 clusters Score -506422.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -506571.968750 Penalty: 2815.370361
	Iteration 8Q: 3 clusters Score -506572 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -506774.031250 Penalty: 2815.370361
	Iteration 9Q: 3 clusters Score -506774 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -506943.593750 Penalty: 2815.370361
	Iteration 10Q: 3 clusters Score -506943.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -507053.656250 Penalty: 2815.370361
	Iteration 11Q: 3 clusters Score -507053.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -507149.718750 Penalty: 2815.370361
	Iteration 12Q: 3 clusters Score -507149.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -507233.343750 Penalty: 2815.370361
	Iteration 13Q: 3 clusters Score -507233.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -507321.781250 Penalty: 2815.370361
	Iteration 14Q: 3 clusters Score -507321.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -507432.531250 Penalty: 2815.370361
	Iteration 15Q: 3 clusters Score -507432.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -507581.625000 Penalty: 2815.370361
	Iteration 16Q: 3 clusters Score -507581.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -507655.781250 Penalty: 2815.370361
	Iteration 17Q: 3 clusters Score -507655.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -507665.343750 Penalty: 2815.370361
	Iteration 18Q: 3 clusters Score -507665.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -507665.750000 Penalty: 2815.370361
	Iteration 19Q: 3 clusters Score -507665.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -507665.750000 Penalty: 2815.370361
	Iteration 20F: 3 clusters Score -507665.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 52421 members 
Mstep: Class 3 contains 41291 members 
Mstep: Class 4 contains 11274 members 
Mstep: Class 5 contains 4321 members 
Mstep: Class 6 contains 114977 members 
Mstep: Class 7 contains 128168 members 
Mstep: Class 8 contains 24869 members 
Mstep: Class 9 contains 70328 members 
Mstep: Class 10 contains 15213 members 
Mstep: Class 11 contains 5295 members 
Mstep: Class 12 contains 60063 members 
Mstep: Class 13 contains 306 members 
Mstep: Class 14 contains 1246 members 
Mstep: Class 15 contains 1633 members 
Mstep: Class 16 contains 41485 members 
Mstep: Class 17 contains 4466 members 
Mstep: Class 18 contains 59387 members 
Mstep: Class 19 contains 3932 members 
Mstep: Class 20 contains 13635 members 
Mstep: Class 21 contains 81000 members 
Mstep: Class 22 contains 7871 members 
Mstep: Class 23 contains 5984 members 
Mstep: Class 24 contains 821 members 
Mstep: Class 25 contains 13923 members 
Mstep: Class 26 contains 15920 members 
Mstep: Class 27 contains 124311 members 
Mstep: Class 28 contains 1327 members 
Mstep: Class 29 contains 3496 members 
Mstep: Class 30 contains 4283 members 
Mstep: Class 31 contains 3743 members 
Mstep: Class 32 contains 4569 members 
Mstep: Class 33 contains 8420 members 
Mstep: Class 34 contains 1556 members 
Mstep: Class 35 contains 5117 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 11081 members 
Mstep: Class 38 contains 2699 members 
Mstep: Class 39 contains 1851 members 
Entering Unmasked Estep 
Score: -84421880.000000 Penalty: 87286.046875
Splitting cluster 19 changes total score from -84418648.000000 to -84421880.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 20 (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: -1135114.625000 Penalty: 1547.064209
	Iteration 0F: 2 clusters Score -1135115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1125550.500000 Penalty: 3094.128418
	Iteration 0F: 3 clusters Score -1125550 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1128955.875000 Penalty: 3094.128418
	Iteration 1F: 3 clusters Score -1128956 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1129413.875000 Penalty: 3094.128418
	Iteration 2F: 3 clusters Score -1129414 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1129876.875000 Penalty: 3094.128418
	Iteration 3F: 3 clusters Score -1129877 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1130346.250000 Penalty: 3094.128418
	Iteration 4F: 3 clusters Score -1130346 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1130846.000000 Penalty: 3094.128418
	Iteration 5F: 3 clusters Score -1130846 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1131384.125000 Penalty: 3094.128418
	Iteration 6F: 3 clusters Score -1131384 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1131870.625000 Penalty: 3094.128418
	Iteration 7F: 3 clusters Score -1131871 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1132218.250000 Penalty: 3094.128418
	Iteration 8Q: 3 clusters Score -1132218 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1132473.750000 Penalty: 3094.128418
	Iteration 9Q: 3 clusters Score -1132474 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1132688.500000 Penalty: 3094.128418
	Iteration 10Q: 3 clusters Score -1132688 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1132869.000000 Penalty: 3094.128418
	Iteration 11Q: 3 clusters Score -1132869 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1133016.000000 Penalty: 3094.128418
	Iteration 12Q: 3 clusters Score -1133016 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1133146.000000 Penalty: 3094.128418
	Iteration 13Q: 3 clusters Score -1133146 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1133271.250000 Penalty: 3094.128418
	Iteration 14Q: 3 clusters Score -1133271 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1133354.250000 Penalty: 3094.128418
	Iteration 15Q: 3 clusters Score -1133354 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1133407.625000 Penalty: 3094.128418
	Iteration 16Q: 3 clusters Score -1133408 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1133451.125000 Penalty: 3094.128418
	Iteration 17Q: 3 clusters Score -1133451 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1133480.625000 Penalty: 3094.128418
	Iteration 18Q: 3 clusters Score -1133481 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1133505.000000 Penalty: 3094.128418
	Iteration 19Q: 3 clusters Score -1133505 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1133527.375000 Penalty: 3094.128418
	Iteration 20F: 3 clusters Score -1133527 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1133549.250000 Penalty: 3094.128418
	Iteration 21Q: 3 clusters Score -1133549 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1133566.375000 Penalty: 3094.128418
	Iteration 22Q: 3 clusters Score -1133566 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1133584.375000 Penalty: 3094.128418
	Iteration 23Q: 3 clusters Score -1133584 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1133601.625000 Penalty: 3094.128418
	Iteration 24Q: 3 clusters Score -1133602 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1133624.000000 Penalty: 3094.128418
	Iteration 25Q: 3 clusters Score -1133624 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1133643.000000 Penalty: 3094.128418
	Iteration 26Q: 3 clusters Score -1133643 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1133658.000000 Penalty: 3094.128418
	Iteration 27Q: 3 clusters Score -1133658 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1133672.750000 Penalty: 3094.128418
	Iteration 28Q: 3 clusters Score -1133673 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1133688.000000 Penalty: 3094.128418
	Iteration 29Q: 3 clusters Score -1133688 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1133706.125000 Penalty: 3094.128418
	Iteration 30Q: 3 clusters Score -1133706 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1133730.500000 Penalty: 3094.128418
	Iteration 31Q: 3 clusters Score -1133730 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1133758.750000 Penalty: 3094.128418
	Iteration 32Q: 3 clusters Score -1133759 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1133791.750000 Penalty: 3094.128418
	Iteration 33Q: 3 clusters Score -1133792 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1133820.625000 Penalty: 3094.128418
	Iteration 34Q: 3 clusters Score -1133821 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1133856.250000 Penalty: 3094.128418
	Iteration 35Q: 3 clusters Score -1133856 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1133887.375000 Penalty: 3094.128418
	Iteration 36Q: 3 clusters Score -1133887 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1133928.125000 Penalty: 3094.128418
	Iteration 37Q: 3 clusters Score -1133928 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1133955.250000 Penalty: 3094.128418
	Iteration 38Q: 3 clusters Score -1133955 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1133994.375000 Penalty: 3094.128418
	Iteration 39Q: 3 clusters Score -1133994 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1134027.875000 Penalty: 3094.128418
	Iteration 40F: 3 clusters Score -1134028 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1134054.375000 Penalty: 3094.128418
	Iteration 41Q: 3 clusters Score -1134054 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1134075.375000 Penalty: 3094.128418
	Iteration 42Q: 3 clusters Score -1134075 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1134093.000000 Penalty: 3094.128418
	Iteration 43Q: 3 clusters Score -1134093 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1134105.250000 Penalty: 3094.128418
	Iteration 44Q: 3 clusters Score -1134105 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1134113.500000 Penalty: 3094.128418
	Iteration 45Q: 3 clusters Score -1134114 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1134124.875000 Penalty: 3094.128418
	Iteration 46Q: 3 clusters Score -1134125 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1134132.500000 Penalty: 3094.128418
	Iteration 47Q: 3 clusters Score -1134132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1134144.875000 Penalty: 3094.128418
	Iteration 48Q: 3 clusters Score -1134145 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1134148.000000 Penalty: 3094.128418
	Iteration 49Q: 3 clusters Score -1134148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1134163.500000 Penalty: 3094.128418
	Iteration 50Q: 3 clusters Score -1134164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1134170.875000 Penalty: 3094.128418
	Iteration 51Q: 3 clusters Score -1134171 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1134178.000000 Penalty: 3094.128418
	Iteration 52Q: 3 clusters Score -1134178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1134181.500000 Penalty: 3094.128418
	Iteration 53Q: 3 clusters Score -1134182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1134186.000000 Penalty: 3094.128418
	Iteration 54Q: 3 clusters Score -1134186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1134188.625000 Penalty: 3094.128418
	Iteration 55Q: 3 clusters Score -1134189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1134188.250000 Penalty: 3094.128418
	Iteration 56Q: 3 clusters Score -1134188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1134189.000000 Penalty: 3094.128418
	Iteration 57Q: 3 clusters Score -1134189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1134193.250000 Penalty: 3094.128418
	Iteration 58Q: 3 clusters Score -1134193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1134194.625000 Penalty: 3094.128418
	Iteration 59Q: 3 clusters Score -1134195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1134197.750000 Penalty: 3094.128418
	Iteration 60F: 3 clusters Score -1134198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1134199.000000 Penalty: 3094.128418
	Iteration 61Q: 3 clusters Score -1134199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1134200.500000 Penalty: 3094.128418
	Iteration 62Q: 3 clusters Score -1134200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1134203.750000 Penalty: 3094.128418
	Iteration 63Q: 3 clusters Score -1134204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1134209.375000 Penalty: 3094.128418
	Iteration 64Q: 3 clusters Score -1134209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1134213.375000 Penalty: 3094.128418
	Iteration 65Q: 3 clusters Score -1134213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1134222.375000 Penalty: 3094.128418
	Iteration 66Q: 3 clusters Score -1134222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1134224.625000 Penalty: 3094.128418
	Iteration 67Q: 3 clusters Score -1134225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1134229.125000 Penalty: 3094.128418
	Iteration 68Q: 3 clusters Score -1134229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1134233.250000 Penalty: 3094.128418
	Iteration 69Q: 3 clusters Score -1134233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1134239.500000 Penalty: 3094.128418
	Iteration 70Q: 3 clusters Score -1134240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1134244.625000 Penalty: 3094.128418
	Iteration 71Q: 3 clusters Score -1134245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1134251.000000 Penalty: 3094.128418
	Iteration 72Q: 3 clusters Score -1134251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1134259.500000 Penalty: 3094.128418
	Iteration 73Q: 3 clusters Score -1134260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1134270.875000 Penalty: 3094.128418
	Iteration 74Q: 3 clusters Score -1134271 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1134286.500000 Penalty: 3094.128418
	Iteration 75Q: 3 clusters Score -1134286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1134301.375000 Penalty: 3094.128418
	Iteration 76Q: 3 clusters Score -1134301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1134312.000000 Penalty: 3094.128418
	Iteration 77Q: 3 clusters Score -1134312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1134321.250000 Penalty: 3094.128418
	Iteration 78Q: 3 clusters Score -1134321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1134327.125000 Penalty: 3094.128418
	Iteration 79Q: 3 clusters Score -1134327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1134333.125000 Penalty: 3094.128418
	Iteration 80F: 3 clusters Score -1134333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1134336.875000 Penalty: 3094.128418
	Iteration 81Q: 3 clusters Score -1134337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1134339.000000 Penalty: 3094.128418
	Iteration 82Q: 3 clusters Score -1134339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1134340.500000 Penalty: 3094.128418
	Iteration 83Q: 3 clusters Score -1134340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -1134341.750000 Penalty: 3094.128418
	Iteration 84Q: 3 clusters Score -1134342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1134342.875000 Penalty: 3094.128418
	Iteration 85Q: 3 clusters Score -1134343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1134343.000000 Penalty: 3094.128418
	Iteration 86Q: 3 clusters Score -1134343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1134343.000000 Penalty: 3094.128418
	Iteration 87Q: 3 clusters Score -1134343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1134344.250000 Penalty: 3094.128418
	Iteration 88Q: 3 clusters Score -1134344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1134344.250000 Penalty: 3094.128418
	Iteration 89F: 3 clusters Score -1134344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (81000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81000 members 
Entering Unmasked Estep 
Score: -7474973.000000 Penalty: 1836.608154
	Iteration 0F: 2 clusters Score -7474973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -7420872.500000 Penalty: 3673.216309
	Iteration 0F: 3 clusters Score -7420872 nChanged 38390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 43984 members 
Entering Unmasked Estep 
Score: -7443416.500000 Penalty: 3673.216309
	Iteration 1F: 3 clusters Score -7443416 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -7444557.500000 Penalty: 3673.216309
	Iteration 2Q: 3 clusters Score -7444558 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -7446518.000000 Penalty: 3673.216309
	Iteration 3Q: 3 clusters Score -7446518 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 53848 members 
Entering Unmasked Estep 
Score: -7449818.000000 Penalty: 3673.216309
	Iteration 4F: 3 clusters Score -7449818 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 59679 members 
Entering Unmasked Estep 
Score: -7455293.500000 Penalty: 3673.216309
	Iteration 5F: 3 clusters Score -7455294 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 65966 members 
Entering Unmasked Estep 
Score: -7462115.000000 Penalty: 3673.216309
	Iteration 6F: 3 clusters Score -7462115 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 71262 members 
Entering Unmasked Estep 
Score: -7468323.000000 Penalty: 3673.216309
	Iteration 7F: 3 clusters Score -7468323 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 74240 members 
Entering Unmasked Estep 
Score: -7472365.500000 Penalty: 3673.216309
	Iteration 8Q: 3 clusters Score -7472366 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 75294 members 
Entering Unmasked Estep 
Score: -7474397.000000 Penalty: 3673.216309
	Iteration 9Q: 3 clusters Score -7474397 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 75644 members 
Entering Unmasked Estep 
Score: -7475357.000000 Penalty: 3673.216309
	Iteration 10Q: 3 clusters Score -7475357 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 75752 members 
Entering Unmasked Estep 
Score: -7475825.000000 Penalty: 3673.216309
	Iteration 11Q: 3 clusters Score -7475825 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 75805 members 
Entering Unmasked Estep 
Score: -7476006.000000 Penalty: 3673.216309
	Iteration 12Q: 3 clusters Score -7476006 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 75813 members 
Entering Unmasked Estep 
Score: -7476120.000000 Penalty: 3673.216309
	Iteration 13Q: 3 clusters Score -7476120 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 75821 members 
Entering Unmasked Estep 
Score: -7476135.000000 Penalty: 3673.216309
	Iteration 14Q: 3 clusters Score -7476135 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 75816 members 
Entering Unmasked Estep 
Score: -7476168.500000 Penalty: 3673.216309
	Iteration 15Q: 3 clusters Score -7476168 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 75821 members 
Entering Unmasked Estep 
Score: -7476188.500000 Penalty: 3673.216309
	Iteration 16Q: 3 clusters Score -7476188 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 75827 members 
Entering Unmasked Estep 
Score: -7476195.500000 Penalty: 3673.216309
	Iteration 17Q: 3 clusters Score -7476196 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 75833 members 
Entering Unmasked Estep 
Score: -7476195.000000 Penalty: 3673.216309
	Iteration 18Q: 3 clusters Score -7476195 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 75833 members 
Entering Unmasked Estep 
Score: -7476191.000000 Penalty: 3673.216309
	Iteration 19Q: 3 clusters Score -7476191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 75831 members 
Entering Unmasked Estep 
Score: -7476196.500000 Penalty: 3673.216309
	Iteration 20F: 3 clusters Score -7476196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 75832 members 
Entering Unmasked Estep 
Score: -7476187.500000 Penalty: 3673.216309
	Iteration 21Q: 3 clusters Score -7476188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 75830 members 
Entering Unmasked Estep 
Score: -7476190.500000 Penalty: 3673.216309
	Iteration 22Q: 3 clusters Score -7476190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 75831 members 
Entering Unmasked Estep 
Score: -7476194.000000 Penalty: 3673.216309
	Iteration 23Q: 3 clusters Score -7476194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 75832 members 
Entering Unmasked Estep 
Score: -7476194.000000 Penalty: 3673.216309
	Iteration 24Q: 3 clusters Score -7476194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 75831 members 
Entering Unmasked Estep 
Score: -7476195.500000 Penalty: 3673.216309
	Iteration 25Q: 3 clusters Score -7476196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 75831 members 
Entering Unmasked Estep 
Score: -7476195.500000 Penalty: 3673.216309
	Iteration 26F: 3 clusters Score -7476196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 52421 members 
Mstep: Class 3 contains 41291 members 
Mstep: Class 4 contains 11274 members 
Mstep: Class 5 contains 4321 members 
Mstep: Class 6 contains 114977 members 
Mstep: Class 7 contains 128168 members 
Mstep: Class 8 contains 24869 members 
Mstep: Class 9 contains 70328 members 
Mstep: Class 10 contains 15213 members 
Mstep: Class 11 contains 5295 members 
Mstep: Class 12 contains 60063 members 
Mstep: Class 13 contains 306 members 
Mstep: Class 14 contains 1246 members 
Mstep: Class 15 contains 1633 members 
Mstep: Class 16 contains 41485 members 
Mstep: Class 17 contains 4466 members 
Mstep: Class 18 contains 59387 members 
Mstep: Class 19 contains 3932 members 
Mstep: Class 20 contains 13635 members 
Mstep: Class 21 contains 5169 members 
Mstep: Class 22 contains 7871 members 
Mstep: Class 23 contains 5984 members 
Mstep: Class 24 contains 821 members 
Mstep: Class 25 contains 13923 members 
Mstep: Class 26 contains 15920 members 
Mstep: Class 27 contains 124311 members 
Mstep: Class 28 contains 1327 members 
Mstep: Class 29 contains 3496 members 
Mstep: Class 30 contains 4283 members 
Mstep: Class 31 contains 3743 members 
Mstep: Class 32 contains 4569 members 
Mstep: Class 33 contains 8420 members 
Mstep: Class 34 contains 1556 members 
Mstep: Class 35 contains 5117 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 11081 members 
Mstep: Class 38 contains 2699 members 
Mstep: Class 39 contains 1851 members 
Mstep: Class 40 contains 75831 members 
Entering Unmasked Estep 
Score: -84423280.000000 Penalty: 89524.148438
Splitting cluster 21 changes total score from -84418648.000000 to -84423280.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 22 (7871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Entering Unmasked Estep 
Score: -712770.062500 Penalty: 1457.777832
	Iteration 0F: 2 clusters Score -712770.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -706983.875000 Penalty: 2915.555664
	Iteration 0F: 3 clusters Score -706983.9 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -708726.500000 Penalty: 2915.555664
	Iteration 1F: 3 clusters Score -708726.5 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -708956.312500 Penalty: 2915.555664
	Iteration 2F: 3 clusters Score -708956.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -709129.625000 Penalty: 2915.555664
	Iteration 3Q: 3 clusters Score -709129.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -709312.312500 Penalty: 2915.555664
	Iteration 4Q: 3 clusters Score -709312.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -709510.312500 Penalty: 2915.555664
	Iteration 5Q: 3 clusters Score -709510.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -709695.062500 Penalty: 2915.555664
	Iteration 6Q: 3 clusters Score -709695.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -709898.375000 Penalty: 2915.555664
	Iteration 7Q: 3 clusters Score -709898.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -710114.875000 Penalty: 2915.555664
	Iteration 8Q: 3 clusters Score -710114.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -710341.937500 Penalty: 2915.555664
	Iteration 9Q: 3 clusters Score -710341.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -710547.750000 Penalty: 2915.555664
	Iteration 10Q: 3 clusters Score -710547.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -710718.875000 Penalty: 2915.555664
	Iteration 11Q: 3 clusters Score -710718.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -710879.750000 Penalty: 2915.555664
	Iteration 12Q: 3 clusters Score -710879.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -711003.000000 Penalty: 2915.555664
	Iteration 13Q: 3 clusters Score -711003 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -711089.687500 Penalty: 2915.555664
	Iteration 14Q: 3 clusters Score -711089.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -711159.812500 Penalty: 2915.555664
	Iteration 15Q: 3 clusters Score -711159.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -711201.187500 Penalty: 2915.555664
	Iteration 16Q: 3 clusters Score -711201.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -711238.562500 Penalty: 2915.555664
	Iteration 17Q: 3 clusters Score -711238.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -711268.500000 Penalty: 2915.555664
	Iteration 18Q: 3 clusters Score -711268.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -711295.437500 Penalty: 2915.555664
	Iteration 19Q: 3 clusters Score -711295.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -711316.250000 Penalty: 2915.555664
	Iteration 20F: 3 clusters Score -711316.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -711333.125000 Penalty: 2915.555664
	Iteration 21Q: 3 clusters Score -711333.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -711345.937500 Penalty: 2915.555664
	Iteration 22Q: 3 clusters Score -711345.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -711356.750000 Penalty: 2915.555664
	Iteration 23Q: 3 clusters Score -711356.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -711366.937500 Penalty: 2915.555664
	Iteration 24Q: 3 clusters Score -711366.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -711375.312500 Penalty: 2915.555664
	Iteration 25Q: 3 clusters Score -711375.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -711381.312500 Penalty: 2915.555664
	Iteration 26Q: 3 clusters Score -711381.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -711389.562500 Penalty: 2915.555664
	Iteration 27Q: 3 clusters Score -711389.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -711395.187500 Penalty: 2915.555664
	Iteration 28Q: 3 clusters Score -711395.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -711402.812500 Penalty: 2915.555664
	Iteration 29Q: 3 clusters Score -711402.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -711412.000000 Penalty: 2915.555664
	Iteration 30Q: 3 clusters Score -711412 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -711417.250000 Penalty: 2915.555664
	Iteration 31Q: 3 clusters Score -711417.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -711429.000000 Penalty: 2915.555664
	Iteration 32Q: 3 clusters Score -711429 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -711442.312500 Penalty: 2915.555664
	Iteration 33Q: 3 clusters Score -711442.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -711468.687500 Penalty: 2915.555664
	Iteration 34Q: 3 clusters Score -711468.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -711507.000000 Penalty: 2915.555664
	Iteration 35Q: 3 clusters Score -711507 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -711586.187500 Penalty: 2915.555664
	Iteration 36Q: 3 clusters Score -711586.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -711672.937500 Penalty: 2915.555664
	Iteration 37Q: 3 clusters Score -711672.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -711736.812500 Penalty: 2915.555664
	Iteration 38Q: 3 clusters Score -711736.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -711769.500000 Penalty: 2915.555664
	Iteration 39Q: 3 clusters Score -711769.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -711787.312500 Penalty: 2915.555664
	Iteration 40F: 3 clusters Score -711787.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -711800.062500 Penalty: 2915.555664
	Iteration 41Q: 3 clusters Score -711800.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -711808.375000 Penalty: 2915.555664
	Iteration 42Q: 3 clusters Score -711808.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -711814.875000 Penalty: 2915.555664
	Iteration 43Q: 3 clusters Score -711814.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -711818.250000 Penalty: 2915.555664
	Iteration 44Q: 3 clusters Score -711818.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -711824.875000 Penalty: 2915.555664
	Iteration 45Q: 3 clusters Score -711824.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -711829.062500 Penalty: 2915.555664
	Iteration 46Q: 3 clusters Score -711829.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -711833.187500 Penalty: 2915.555664
	Iteration 47Q: 3 clusters Score -711833.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -711834.125000 Penalty: 2915.555664
	Iteration 48Q: 3 clusters Score -711834.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -711839.812500 Penalty: 2915.555664
	Iteration 49Q: 3 clusters Score -711839.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -711839.250000 Penalty: 2915.555664
	Iteration 50Q: 3 clusters Score -711839.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -711842.500000 Penalty: 2915.555664
	Iteration 51Q: 3 clusters Score -711842.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -711843.312500 Penalty: 2915.555664
	Iteration 52Q: 3 clusters Score -711843.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -711844.875000 Penalty: 2915.555664
	Iteration 53Q: 3 clusters Score -711844.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -711850.187500 Penalty: 2915.555664
	Iteration 54Q: 3 clusters Score -711850.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -711851.875000 Penalty: 2915.555664
	Iteration 55Q: 3 clusters Score -711851.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -711852.562500 Penalty: 2915.555664
	Iteration 56Q: 3 clusters Score -711852.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -711852.562500 Penalty: 2915.555664
	Iteration 57Q: 3 clusters Score -711852.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -711853.312500 Penalty: 2915.555664
	Iteration 58Q: 3 clusters Score -711853.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -711853.750000 Penalty: 2915.555664
	Iteration 59Q: 3 clusters Score -711853.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -711855.312500 Penalty: 2915.555664
	Iteration 60F: 3 clusters Score -711855.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -711854.562500 Penalty: 2915.555664
	Iteration 61Q: 3 clusters Score -711854.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -711855.062500 Penalty: 2915.555664
	Iteration 62Q: 3 clusters Score -711855.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -711856.437500 Penalty: 2915.555664
	Iteration 63Q: 3 clusters Score -711856.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -711855.125000 Penalty: 2915.555664
	Iteration 64Q: 3 clusters Score -711855.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -711856.125000 Penalty: 2915.555664
	Iteration 65Q: 3 clusters Score -711856.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -711856.562500 Penalty: 2915.555664
	Iteration 66Q: 3 clusters Score -711856.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -711858.875000 Penalty: 2915.555664
	Iteration 67Q: 3 clusters Score -711858.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -711859.312500 Penalty: 2915.555664
	Iteration 68Q: 3 clusters Score -711859.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -711860.812500 Penalty: 2915.555664
	Iteration 69Q: 3 clusters Score -711860.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -711862.625000 Penalty: 2915.555664
	Iteration 70Q: 3 clusters Score -711862.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -711864.812500 Penalty: 2915.555664
	Iteration 71Q: 3 clusters Score -711864.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -711865.375000 Penalty: 2915.555664
	Iteration 72Q: 3 clusters Score -711865.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -711867.125000 Penalty: 2915.555664
	Iteration 73Q: 3 clusters Score -711867.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -711868.562500 Penalty: 2915.555664
	Iteration 74Q: 3 clusters Score -711868.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -711869.437500 Penalty: 2915.555664
	Iteration 75Q: 3 clusters Score -711869.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -711869.125000 Penalty: 2915.555664
	Iteration 76Q: 3 clusters Score -711869.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -711869.812500 Penalty: 2915.555664
	Iteration 77Q: 3 clusters Score -711869.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -711869.250000 Penalty: 2915.555664
	Iteration 78Q: 3 clusters Score -711869.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -711870.937500 Penalty: 2915.555664
	Iteration 79Q: 3 clusters Score -711870.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -711870.687500 Penalty: 2915.555664
	Iteration 80F: 3 clusters Score -711870.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -711873.687500 Penalty: 2915.555664
	Iteration 81Q: 3 clusters Score -711873.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -711874.562500 Penalty: 2915.555664
	Iteration 82Q: 3 clusters Score -711874.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -711875.812500 Penalty: 2915.555664
	Iteration 83Q: 3 clusters Score -711875.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -711875.687500 Penalty: 2915.555664
	Iteration 84Q: 3 clusters Score -711875.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -711879.625000 Penalty: 2915.555664
	Iteration 85Q: 3 clusters Score -711879.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -711884.375000 Penalty: 2915.555664
	Iteration 86Q: 3 clusters Score -711884.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -711885.500000 Penalty: 2915.555664
	Iteration 87Q: 3 clusters Score -711885.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -711885.062500 Penalty: 2915.555664
	Iteration 88Q: 3 clusters Score -711885.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -711885.000000 Penalty: 2915.555664
	Iteration 89Q: 3 clusters Score -711885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -711885.937500 Penalty: 2915.555664
	Iteration 90Q: 3 clusters Score -711885.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -711887.062500 Penalty: 2915.555664
	Iteration 91Q: 3 clusters Score -711887.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -711886.812500 Penalty: 2915.555664
	Iteration 92Q: 3 clusters Score -711886.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -711886.812500 Penalty: 2915.555664
	Iteration 93F: 3 clusters Score -711886.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Entering Unmasked Estep 
Score: -492324.093750 Penalty: 1413.237183
	Iteration 0F: 2 clusters Score -492324.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -487717.156250 Penalty: 2826.474365
	Iteration 0F: 3 clusters Score -487717.2 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -489243.156250 Penalty: 2826.474365
	Iteration 1F: 3 clusters Score -489243.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -489549.312500 Penalty: 2826.474365
	Iteration 2F: 3 clusters Score -489549.3 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -489874.843750 Penalty: 2826.474365
	Iteration 3F: 3 clusters Score -489874.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -490185.968750 Penalty: 2826.474365
	Iteration 4F: 3 clusters Score -490186 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -490430.343750 Penalty: 2826.474365
	Iteration 5F: 3 clusters Score -490430.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -490644.375000 Penalty: 2826.474365
	Iteration 6Q: 3 clusters Score -490644.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -490810.875000 Penalty: 2826.474365
	Iteration 7Q: 3 clusters Score -490810.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -490938.312500 Penalty: 2826.474365
	Iteration 8Q: 3 clusters Score -490938.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -491041.781250 Penalty: 2826.474365
	Iteration 9Q: 3 clusters Score -491041.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -491108.531250 Penalty: 2826.474365
	Iteration 10Q: 3 clusters Score -491108.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -491164.218750 Penalty: 2826.474365
	Iteration 11Q: 3 clusters Score -491164.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -491222.125000 Penalty: 2826.474365
	Iteration 12Q: 3 clusters Score -491222.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -491272.625000 Penalty: 2826.474365
	Iteration 13Q: 3 clusters Score -491272.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -491307.250000 Penalty: 2826.474365
	Iteration 14Q: 3 clusters Score -491307.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -491338.125000 Penalty: 2826.474365
	Iteration 15Q: 3 clusters Score -491338.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -491360.593750 Penalty: 2826.474365
	Iteration 16Q: 3 clusters Score -491360.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -491378.812500 Penalty: 2826.474365
	Iteration 17Q: 3 clusters Score -491378.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -491397.312500 Penalty: 2826.474365
	Iteration 18Q: 3 clusters Score -491397.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -491413.593750 Penalty: 2826.474365
	Iteration 19Q: 3 clusters Score -491413.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -491426.375000 Penalty: 2826.474365
	Iteration 20F: 3 clusters Score -491426.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -491439.468750 Penalty: 2826.474365
	Iteration 21Q: 3 clusters Score -491439.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -491449.218750 Penalty: 2826.474365
	Iteration 22Q: 3 clusters Score -491449.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -491459.093750 Penalty: 2826.474365
	Iteration 23Q: 3 clusters Score -491459.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -491465.781250 Penalty: 2826.474365
	Iteration 24Q: 3 clusters Score -491465.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -491470.500000 Penalty: 2826.474365
	Iteration 25Q: 3 clusters Score -491470.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -491475.093750 Penalty: 2826.474365
	Iteration 26Q: 3 clusters Score -491475.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -491477.000000 Penalty: 2826.474365
	Iteration 27Q: 3 clusters Score -491477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -491481.500000 Penalty: 2826.474365
	Iteration 28Q: 3 clusters Score -491481.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -491483.468750 Penalty: 2826.474365
	Iteration 29Q: 3 clusters Score -491483.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -491484.343750 Penalty: 2826.474365
	Iteration 30Q: 3 clusters Score -491484.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -491485.968750 Penalty: 2826.474365
	Iteration 31Q: 3 clusters Score -491486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -491488.312500 Penalty: 2826.474365
	Iteration 32Q: 3 clusters Score -491488.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -491493.500000 Penalty: 2826.474365
	Iteration 33Q: 3 clusters Score -491493.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -491494.718750 Penalty: 2826.474365
	Iteration 34Q: 3 clusters Score -491494.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -491496.656250 Penalty: 2826.474365
	Iteration 35Q: 3 clusters Score -491496.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -491498.562500 Penalty: 2826.474365
	Iteration 36Q: 3 clusters Score -491498.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -491501.437500 Penalty: 2826.474365
	Iteration 37Q: 3 clusters Score -491501.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -491503.812500 Penalty: 2826.474365
	Iteration 38Q: 3 clusters Score -491503.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -491505.937500 Penalty: 2826.474365
	Iteration 39Q: 3 clusters Score -491505.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -491508.656250 Penalty: 2826.474365
	Iteration 40F: 3 clusters Score -491508.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -491511.125000 Penalty: 2826.474365
	Iteration 41Q: 3 clusters Score -491511.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -491511.281250 Penalty: 2826.474365
	Iteration 42Q: 3 clusters Score -491511.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -491512.312500 Penalty: 2826.474365
	Iteration 43Q: 3 clusters Score -491512.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -491513.218750 Penalty: 2826.474365
	Iteration 44Q: 3 clusters Score -491513.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -491515.312500 Penalty: 2826.474365
	Iteration 45Q: 3 clusters Score -491515.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -491516.718750 Penalty: 2826.474365
	Iteration 46Q: 3 clusters Score -491516.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -491517.375000 Penalty: 2826.474365
	Iteration 47Q: 3 clusters Score -491517.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -491518.156250 Penalty: 2826.474365
	Iteration 48Q: 3 clusters Score -491518.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -491518.531250 Penalty: 2826.474365
	Iteration 49Q: 3 clusters Score -491518.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -491518.531250 Penalty: 2826.474365
	Iteration 50F: 3 clusters Score -491518.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Entering Unmasked Estep 
Score: -66325.476562 Penalty: 1090.459961
	Iteration 0F: 2 clusters Score -66325.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -65069.710938 Penalty: 2180.919922
	Iteration 0F: 3 clusters Score -65069.71 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -65376.281250 Penalty: 2180.919922
	Iteration 1F: 3 clusters Score -65376.28 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -65484.238281 Penalty: 2180.919922
	Iteration 2F: 3 clusters Score -65484.24 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -65542.140625 Penalty: 2180.919922
	Iteration 3F: 3 clusters Score -65542.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -65571.507812 Penalty: 2180.919922
	Iteration 4Q: 3 clusters Score -65571.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -65591.789062 Penalty: 2180.919922
	Iteration 5Q: 3 clusters Score -65591.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -65614.695312 Penalty: 2180.919922
	Iteration 6Q: 3 clusters Score -65614.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -65632.234375 Penalty: 2180.919922
	Iteration 7Q: 3 clusters Score -65632.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -65644.179688 Penalty: 2180.919922
	Iteration 8Q: 3 clusters Score -65644.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -65658.257812 Penalty: 2180.919922
	Iteration 9Q: 3 clusters Score -65658.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -65666.101562 Penalty: 2180.919922
	Iteration 10Q: 3 clusters Score -65666.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -65672.656250 Penalty: 2180.919922
	Iteration 11Q: 3 clusters Score -65672.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -65676.640625 Penalty: 2180.919922
	Iteration 12Q: 3 clusters Score -65676.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -65678.156250 Penalty: 2180.919922
	Iteration 13Q: 3 clusters Score -65678.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -65678.156250 Penalty: 2180.919922
	Iteration 14F: 3 clusters Score -65678.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Entering Unmasked Estep 
Score: -1267394.875000 Penalty: 1550.460815
	Iteration 0F: 2 clusters Score -1267395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1257626.125000 Penalty: 3100.921631
	Iteration 0F: 3 clusters Score -1257626 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1261283.750000 Penalty: 3100.921631
	Iteration 1F: 3 clusters Score -1261284 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1262125.500000 Penalty: 3100.921631
	Iteration 2F: 3 clusters Score -1262126 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1263287.875000 Penalty: 3100.921631
	Iteration 3F: 3 clusters Score -1263288 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1264775.000000 Penalty: 3100.921631
	Iteration 4F: 3 clusters Score -1264775 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1266296.000000 Penalty: 3100.921631
	Iteration 5F: 3 clusters Score -1266296 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1267361.625000 Penalty: 3100.921631
	Iteration 6F: 3 clusters Score -1267362 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1267933.250000 Penalty: 3100.921631
	Iteration 7Q: 3 clusters Score -1267933 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1268249.000000 Penalty: 3100.921631
	Iteration 8Q: 3 clusters Score -1268249 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1268465.625000 Penalty: 3100.921631
	Iteration 9Q: 3 clusters Score -1268466 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1268583.125000 Penalty: 3100.921631
	Iteration 10Q: 3 clusters Score -1268583 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1268645.250000 Penalty: 3100.921631
	Iteration 11Q: 3 clusters Score -1268645 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1268670.125000 Penalty: 3100.921631
	Iteration 12Q: 3 clusters Score -1268670 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1268694.000000 Penalty: 3100.921631
	Iteration 13Q: 3 clusters Score -1268694 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1268707.125000 Penalty: 3100.921631
	Iteration 14Q: 3 clusters Score -1268707 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1268717.625000 Penalty: 3100.921631
	Iteration 15Q: 3 clusters Score -1268718 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1268720.625000 Penalty: 3100.921631
	Iteration 16Q: 3 clusters Score -1268721 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1268730.750000 Penalty: 3100.921631
	Iteration 17Q: 3 clusters Score -1268731 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1268734.250000 Penalty: 3100.921631
	Iteration 18Q: 3 clusters Score -1268734 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1268738.625000 Penalty: 3100.921631
	Iteration 19Q: 3 clusters Score -1268739 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1268741.000000 Penalty: 3100.921631
	Iteration 20F: 3 clusters Score -1268741 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1268746.500000 Penalty: 3100.921631
	Iteration 21Q: 3 clusters Score -1268746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1268746.250000 Penalty: 3100.921631
	Iteration 22Q: 3 clusters Score -1268746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1268748.000000 Penalty: 3100.921631
	Iteration 23Q: 3 clusters Score -1268748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1268744.875000 Penalty: 3100.921631
	Iteration 24Q: 3 clusters Score -1268745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1268747.750000 Penalty: 3100.921631
	Iteration 25Q: 3 clusters Score -1268748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1268749.750000 Penalty: 3100.921631
	Iteration 26Q: 3 clusters Score -1268750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1268749.625000 Penalty: 3100.921631
	Iteration 27Q: 3 clusters Score -1268750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1268750.125000 Penalty: 3100.921631
	Iteration 28Q: 3 clusters Score -1268750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1268747.125000 Penalty: 3100.921631
	Iteration 29Q: 3 clusters Score -1268747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1268748.500000 Penalty: 3100.921631
	Iteration 30Q: 3 clusters Score -1268748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1268748.500000 Penalty: 3100.921631
	Iteration 31F: 3 clusters Score -1268748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 52421 members 
Mstep: Class 3 contains 41291 members 
Mstep: Class 4 contains 11274 members 
Mstep: Class 5 contains 4321 members 
Mstep: Class 6 contains 114977 members 
Mstep: Class 7 contains 128168 members 
Mstep: Class 8 contains 24869 members 
Mstep: Class 9 contains 70328 members 
Mstep: Class 10 contains 15213 members 
Mstep: Class 11 contains 5295 members 
Mstep: Class 12 contains 60063 members 
Mstep: Class 13 contains 306 members 
Mstep: Class 14 contains 1246 members 
Mstep: Class 15 contains 1633 members 
Mstep: Class 16 contains 41485 members 
Mstep: Class 17 contains 4466 members 
Mstep: Class 18 contains 59387 members 
Mstep: Class 19 contains 3932 members 
Mstep: Class 20 contains 13635 members 
Mstep: Class 21 contains 5169 members 
Mstep: Class 22 contains 7871 members 
Mstep: Class 23 contains 5984 members 
Mstep: Class 24 contains 821 members 
Mstep: Class 25 contains 8946 members 
Mstep: Class 26 contains 15920 members 
Mstep: Class 27 contains 124311 members 
Mstep: Class 28 contains 1327 members 
Mstep: Class 29 contains 3496 members 
Mstep: Class 30 contains 4283 members 
Mstep: Class 31 contains 3743 members 
Mstep: Class 32 contains 4569 members 
Mstep: Class 33 contains 8420 members 
Mstep: Class 34 contains 1556 members 
Mstep: Class 35 contains 5117 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 11081 members 
Mstep: Class 38 contains 2699 members 
Mstep: Class 39 contains 1851 members 
Mstep: Class 40 contains 75831 members 
Mstep: Class 41 contains 4977 members 
Entering Unmasked Estep 
Score: -84424872.000000 Penalty: 91762.257812
Splitting cluster 25 changes total score from -84418648.000000 to -84424872.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 26 (15920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Entering Unmasked Estep 
Score: -1462038.125000 Penalty: 1572.241333
	Iteration 0F: 2 clusters Score -1462038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1450984.375000 Penalty: 3144.482666
	Iteration 0F: 3 clusters Score -1450984 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1454922.875000 Penalty: 3144.482666
	Iteration 1F: 3 clusters Score -1454923 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1455413.875000 Penalty: 3144.482666
	Iteration 2F: 3 clusters Score -1455414 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1455946.750000 Penalty: 3144.482666
	Iteration 3F: 3 clusters Score -1455947 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1456465.625000 Penalty: 3144.482666
	Iteration 4F: 3 clusters Score -1456466 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1457102.625000 Penalty: 3144.482666
	Iteration 5F: 3 clusters Score -1457103 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1457773.125000 Penalty: 3144.482666
	Iteration 6F: 3 clusters Score -1457773 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1458390.000000 Penalty: 3144.482666
	Iteration 7F: 3 clusters Score -1458390 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1458894.500000 Penalty: 3144.482666
	Iteration 8F: 3 clusters Score -1458894 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1459242.750000 Penalty: 3144.482666
	Iteration 9Q: 3 clusters Score -1459243 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1459477.500000 Penalty: 3144.482666
	Iteration 10Q: 3 clusters Score -1459478 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1459635.875000 Penalty: 3144.482666
	Iteration 11Q: 3 clusters Score -1459636 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1459750.000000 Penalty: 3144.482666
	Iteration 12Q: 3 clusters Score -1459750 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1459824.500000 Penalty: 3144.482666
	Iteration 13Q: 3 clusters Score -1459824 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1459877.625000 Penalty: 3144.482666
	Iteration 14Q: 3 clusters Score -1459878 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1459919.125000 Penalty: 3144.482666
	Iteration 15Q: 3 clusters Score -1459919 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1459946.500000 Penalty: 3144.482666
	Iteration 16Q: 3 clusters Score -1459946 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1459966.500000 Penalty: 3144.482666
	Iteration 17Q: 3 clusters Score -1459966 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1459980.125000 Penalty: 3144.482666
	Iteration 18Q: 3 clusters Score -1459980 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1460002.000000 Penalty: 3144.482666
	Iteration 19Q: 3 clusters Score -1460002 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1460021.125000 Penalty: 3144.482666
	Iteration 20F: 3 clusters Score -1460021 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1460035.000000 Penalty: 3144.482666
	Iteration 21Q: 3 clusters Score -1460035 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1460045.500000 Penalty: 3144.482666
	Iteration 22Q: 3 clusters Score -1460046 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1460053.125000 Penalty: 3144.482666
	Iteration 23Q: 3 clusters Score -1460053 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1460072.125000 Penalty: 3144.482666
	Iteration 24Q: 3 clusters Score -1460072 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1460088.750000 Penalty: 3144.482666
	Iteration 25Q: 3 clusters Score -1460089 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1460098.875000 Penalty: 3144.482666
	Iteration 26Q: 3 clusters Score -1460099 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1460107.125000 Penalty: 3144.482666
	Iteration 27Q: 3 clusters Score -1460107 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1460116.250000 Penalty: 3144.482666
	Iteration 28Q: 3 clusters Score -1460116 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1460131.875000 Penalty: 3144.482666
	Iteration 29Q: 3 clusters Score -1460132 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1460149.625000 Penalty: 3144.482666
	Iteration 30Q: 3 clusters Score -1460150 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1460168.500000 Penalty: 3144.482666
	Iteration 31Q: 3 clusters Score -1460168 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1460184.250000 Penalty: 3144.482666
	Iteration 32Q: 3 clusters Score -1460184 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1460206.500000 Penalty: 3144.482666
	Iteration 33Q: 3 clusters Score -1460206 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1460218.875000 Penalty: 3144.482666
	Iteration 34Q: 3 clusters Score -1460219 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1460232.125000 Penalty: 3144.482666
	Iteration 35Q: 3 clusters Score -1460232 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1460256.625000 Penalty: 3144.482666
	Iteration 36Q: 3 clusters Score -1460257 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1460273.500000 Penalty: 3144.482666
	Iteration 37Q: 3 clusters Score -1460274 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1460304.625000 Penalty: 3144.482666
	Iteration 38Q: 3 clusters Score -1460305 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1460341.750000 Penalty: 3144.482666
	Iteration 39Q: 3 clusters Score -1460342 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1460384.500000 Penalty: 3144.482666
	Iteration 40F: 3 clusters Score -1460384 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1460428.375000 Penalty: 3144.482666
	Iteration 41Q: 3 clusters Score -1460428 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1460470.500000 Penalty: 3144.482666
	Iteration 42Q: 3 clusters Score -1460470 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1460506.500000 Penalty: 3144.482666
	Iteration 43Q: 3 clusters Score -1460506 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1460541.625000 Penalty: 3144.482666
	Iteration 44Q: 3 clusters Score -1460542 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1460578.250000 Penalty: 3144.482666
	Iteration 45Q: 3 clusters Score -1460578 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1460625.375000 Penalty: 3144.482666
	Iteration 46Q: 3 clusters Score -1460625 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1460656.625000 Penalty: 3144.482666
	Iteration 47Q: 3 clusters Score -1460657 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1460689.125000 Penalty: 3144.482666
	Iteration 48Q: 3 clusters Score -1460689 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1460727.250000 Penalty: 3144.482666
	Iteration 49Q: 3 clusters Score -1460727 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1460768.625000 Penalty: 3144.482666
	Iteration 50Q: 3 clusters Score -1460769 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1460819.250000 Penalty: 3144.482666
	Iteration 51Q: 3 clusters Score -1460819 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1460853.250000 Penalty: 3144.482666
	Iteration 52Q: 3 clusters Score -1460853 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1460885.750000 Penalty: 3144.482666
	Iteration 53Q: 3 clusters Score -1460886 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1460924.500000 Penalty: 3144.482666
	Iteration 54Q: 3 clusters Score -1460924 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1460957.875000 Penalty: 3144.482666
	Iteration 55Q: 3 clusters Score -1460958 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1460994.875000 Penalty: 3144.482666
	Iteration 56Q: 3 clusters Score -1460995 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1461023.000000 Penalty: 3144.482666
	Iteration 57Q: 3 clusters Score -1461023 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1461046.375000 Penalty: 3144.482666
	Iteration 58Q: 3 clusters Score -1461046 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1461064.875000 Penalty: 3144.482666
	Iteration 59Q: 3 clusters Score -1461065 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1461079.500000 Penalty: 3144.482666
	Iteration 60F: 3 clusters Score -1461080 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1461092.500000 Penalty: 3144.482666
	Iteration 61Q: 3 clusters Score -1461092 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1461107.250000 Penalty: 3144.482666
	Iteration 62Q: 3 clusters Score -1461107 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1461117.625000 Penalty: 3144.482666
	Iteration 63Q: 3 clusters Score -1461118 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -1461116.750000 Penalty: 3144.482666
	Iteration 64Q: 3 clusters Score -1461117 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1461125.375000 Penalty: 3144.482666
	Iteration 65Q: 3 clusters Score -1461125 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1461137.125000 Penalty: 3144.482666
	Iteration 66Q: 3 clusters Score -1461137 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1461147.500000 Penalty: 3144.482666
	Iteration 67Q: 3 clusters Score -1461148 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -1461154.375000 Penalty: 3144.482666
	Iteration 68Q: 3 clusters Score -1461154 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1461162.750000 Penalty: 3144.482666
	Iteration 69Q: 3 clusters Score -1461163 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1461170.125000 Penalty: 3144.482666
	Iteration 70Q: 3 clusters Score -1461170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1461175.250000 Penalty: 3144.482666
	Iteration 71Q: 3 clusters Score -1461175 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1461183.125000 Penalty: 3144.482666
	Iteration 72Q: 3 clusters Score -1461183 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1461190.375000 Penalty: 3144.482666
	Iteration 73Q: 3 clusters Score -1461190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1461195.625000 Penalty: 3144.482666
	Iteration 74Q: 3 clusters Score -1461196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1461200.875000 Penalty: 3144.482666
	Iteration 75Q: 3 clusters Score -1461201 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1461207.500000 Penalty: 3144.482666
	Iteration 76Q: 3 clusters Score -1461208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -1461210.750000 Penalty: 3144.482666
	Iteration 77Q: 3 clusters Score -1461211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1461213.375000 Penalty: 3144.482666
	Iteration 78Q: 3 clusters Score -1461213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1461215.375000 Penalty: 3144.482666
	Iteration 79Q: 3 clusters Score -1461215 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1461226.625000 Penalty: 3144.482666
	Iteration 80F: 3 clusters Score -1461227 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1461228.750000 Penalty: 3144.482666
	Iteration 81Q: 3 clusters Score -1461229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1461230.000000 Penalty: 3144.482666
	Iteration 82Q: 3 clusters Score -1461230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1461230.250000 Penalty: 3144.482666
	Iteration 83Q: 3 clusters Score -1461230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1461230.375000 Penalty: 3144.482666
	Iteration 84Q: 3 clusters Score -1461230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1461230.250000 Penalty: 3144.482666
	Iteration 85Q: 3 clusters Score -1461230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1461231.750000 Penalty: 3144.482666
	Iteration 86Q: 3 clusters Score -1461232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1461233.250000 Penalty: 3144.482666
	Iteration 87Q: 3 clusters Score -1461233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1461234.750000 Penalty: 3144.482666
	Iteration 88Q: 3 clusters Score -1461235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1461235.250000 Penalty: 3144.482666
	Iteration 89Q: 3 clusters Score -1461235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1461236.750000 Penalty: 3144.482666
	Iteration 90Q: 3 clusters Score -1461237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -1461236.750000 Penalty: 3144.482666
	Iteration 91Q: 3 clusters Score -1461237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1461237.375000 Penalty: 3144.482666
	Iteration 92Q: 3 clusters Score -1461237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1461238.750000 Penalty: 3144.482666
	Iteration 93Q: 3 clusters Score -1461239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1461240.875000 Penalty: 3144.482666
	Iteration 94Q: 3 clusters Score -1461241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -1461240.625000 Penalty: 3144.482666
	Iteration 95Q: 3 clusters Score -1461241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1461237.875000 Penalty: 3144.482666
	Iteration 96Q: 3 clusters Score -1461238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1461239.375000 Penalty: 3144.482666
	Iteration 97Q: 3 clusters Score -1461239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1461240.375000 Penalty: 3144.482666
	Iteration 98Q: 3 clusters Score -1461240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1461239.875000 Penalty: 3144.482666
	Iteration 99Q: 3 clusters Score -1461240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1461241.500000 Penalty: 3144.482666
	Iteration 100F: 3 clusters Score -1461242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1461240.625000 Penalty: 3144.482666
	Iteration 101Q: 3 clusters Score -1461241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1461240.250000 Penalty: 3144.482666
	Iteration 102Q: 3 clusters Score -1461240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1461239.750000 Penalty: 3144.482666
	Iteration 103Q: 3 clusters Score -1461240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1461240.625000 Penalty: 3144.482666
	Iteration 104Q: 3 clusters Score -1461241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1461243.250000 Penalty: 3144.482666
	Iteration 105Q: 3 clusters Score -1461243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1461242.750000 Penalty: 3144.482666
	Iteration 106Q: 3 clusters Score -1461243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1461245.250000 Penalty: 3144.482666
	Iteration 107Q: 3 clusters Score -1461245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1461249.625000 Penalty: 3144.482666
	Iteration 108Q: 3 clusters Score -1461250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1461251.375000 Penalty: 3144.482666
	Iteration 109Q: 3 clusters Score -1461251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1461248.875000 Penalty: 3144.482666
	Iteration 110Q: 3 clusters Score -1461249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1461250.875000 Penalty: 3144.482666
	Iteration 111Q: 3 clusters Score -1461251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1461253.750000 Penalty: 3144.482666
	Iteration 112Q: 3 clusters Score -1461254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1461253.375000 Penalty: 3144.482666
	Iteration 113Q: 3 clusters Score -1461253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1461254.375000 Penalty: 3144.482666
	Iteration 114Q: 3 clusters Score -1461254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1461254.375000 Penalty: 3144.482666
	Iteration 115F: 3 clusters Score -1461254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (124311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124311 members 
Entering Unmasked Estep 
Score: -11320027.000000 Penalty: 1906.213135
	Iteration 0F: 2 clusters Score -1.132003e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61859 members 
Mstep: Class 2 contains 62452 members 
Entering Unmasked Estep 
Score: -11236946.000000 Penalty: 3812.426270
	Iteration 0F: 3 clusters Score -1.123695e+07 nChanged 59288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55783 members 
Mstep: Class 2 contains 68528 members 
Entering Unmasked Estep 
Score: -11272436.000000 Penalty: 3812.426270
	Iteration 1F: 3 clusters Score -1.127244e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51766 members 
Mstep: Class 2 contains 72545 members 
Entering Unmasked Estep 
Score: -11274741.000000 Penalty: 3812.426270
	Iteration 2Q: 3 clusters Score -1.127474e+07 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45928 members 
Mstep: Class 2 contains 78383 members 
Entering Unmasked Estep 
Score: -11278695.000000 Penalty: 3812.426270
	Iteration 3F: 3 clusters Score -1.12787e+07 nChanged 8877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 86086 members 
Entering Unmasked Estep 
Score: -11285197.000000 Penalty: 3812.426270
	Iteration 4F: 3 clusters Score -1.12852e+07 nChanged 9562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 94688 members 
Entering Unmasked Estep 
Score: -11293348.000000 Penalty: 3812.426270
	Iteration 5F: 3 clusters Score -1.129335e+07 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 102593 members 
Entering Unmasked Estep 
Score: -11301250.000000 Penalty: 3812.426270
	Iteration 6F: 3 clusters Score -1.130125e+07 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 108573 members 
Entering Unmasked Estep 
Score: -11307721.000000 Penalty: 3812.426270
	Iteration 7F: 3 clusters Score -1.130772e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 112384 members 
Entering Unmasked Estep 
Score: -11311842.000000 Penalty: 3812.426270
	Iteration 8Q: 3 clusters Score -1.131184e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 114537 members 
Entering Unmasked Estep 
Score: -11314380.000000 Penalty: 3812.426270
	Iteration 9Q: 3 clusters Score -1.131438e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 115854 members 
Entering Unmasked Estep 
Score: -11315758.000000 Penalty: 3812.426270
	Iteration 10Q: 3 clusters Score -1.131576e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 116779 members 
Entering Unmasked Estep 
Score: -11316479.000000 Penalty: 3812.426270
	Iteration 11Q: 3 clusters Score -1.131648e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 117480 members 
Entering Unmasked Estep 
Score: -11317014.000000 Penalty: 3812.426270
	Iteration 12Q: 3 clusters Score -1.131701e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 118042 members 
Entering Unmasked Estep 
Score: -11317297.000000 Penalty: 3812.426270
	Iteration 13Q: 3 clusters Score -1.13173e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 118497 members 
Entering Unmasked Estep 
Score: -11317546.000000 Penalty: 3812.426270
	Iteration 14Q: 3 clusters Score -1.131755e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 118904 members 
Entering Unmasked Estep 
Score: -11317740.000000 Penalty: 3812.426270
	Iteration 15Q: 3 clusters Score -1.131774e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 119233 members 
Entering Unmasked Estep 
Score: -11317861.000000 Penalty: 3812.426270
	Iteration 16Q: 3 clusters Score -1.131786e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 119498 members 
Entering Unmasked Estep 
Score: -11317975.000000 Penalty: 3812.426270
	Iteration 17Q: 3 clusters Score -1.131798e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 119737 members 
Entering Unmasked Estep 
Score: -11318035.000000 Penalty: 3812.426270
	Iteration 18Q: 3 clusters Score -1.131804e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 119904 members 
Entering Unmasked Estep 
Score: -11318107.000000 Penalty: 3812.426270
	Iteration 19Q: 3 clusters Score -1.131811e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 120077 members 
Entering Unmasked Estep 
Score: -11318166.000000 Penalty: 3812.426270
	Iteration 20F: 3 clusters Score -1.131817e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 120233 members 
Entering Unmasked Estep 
Score: -11318207.000000 Penalty: 3812.426270
	Iteration 21Q: 3 clusters Score -1.131821e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 120380 members 
Entering Unmasked Estep 
Score: -11318236.000000 Penalty: 3812.426270
	Iteration 22Q: 3 clusters Score -1.131824e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 120527 members 
Entering Unmasked Estep 
Score: -11318292.000000 Penalty: 3812.426270
	Iteration 23Q: 3 clusters Score -1.131829e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 120656 members 
Entering Unmasked Estep 
Score: -11318309.000000 Penalty: 3812.426270
	Iteration 24Q: 3 clusters Score -1.131831e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 120794 members 
Entering Unmasked Estep 
Score: -11318343.000000 Penalty: 3812.426270
	Iteration 25Q: 3 clusters Score -1.131834e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 120913 members 
Entering Unmasked Estep 
Score: -11318369.000000 Penalty: 3812.426270
	Iteration 26Q: 3 clusters Score -1.131837e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 121015 members 
Entering Unmasked Estep 
Score: -11318407.000000 Penalty: 3812.426270
	Iteration 27Q: 3 clusters Score -1.131841e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 121114 members 
Entering Unmasked Estep 
Score: -11318448.000000 Penalty: 3812.426270
	Iteration 28Q: 3 clusters Score -1.131845e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 121201 members 
Entering Unmasked Estep 
Score: -11318485.000000 Penalty: 3812.426270
	Iteration 29Q: 3 clusters Score -1.131848e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 121286 members 
Entering Unmasked Estep 
Score: -11318491.000000 Penalty: 3812.426270
	Iteration 30Q: 3 clusters Score -1.131849e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 121361 members 
Entering Unmasked Estep 
Score: -11318503.000000 Penalty: 3812.426270
	Iteration 31Q: 3 clusters Score -1.13185e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 121446 members 
Entering Unmasked Estep 
Score: -11318519.000000 Penalty: 3812.426270
	Iteration 32Q: 3 clusters Score -1.131852e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 121524 members 
Entering Unmasked Estep 
Score: -11318534.000000 Penalty: 3812.426270
	Iteration 33Q: 3 clusters Score -1.131853e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 121598 members 
Entering Unmasked Estep 
Score: -11318531.000000 Penalty: 3812.426270
	Iteration 34Q: 3 clusters Score -1.131853e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 121675 members 
Entering Unmasked Estep 
Score: -11318573.000000 Penalty: 3812.426270
	Iteration 35Q: 3 clusters Score -1.131857e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 121745 members 
Entering Unmasked Estep 
Score: -11318598.000000 Penalty: 3812.426270
	Iteration 36Q: 3 clusters Score -1.13186e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 121803 members 
Entering Unmasked Estep 
Score: -11318610.000000 Penalty: 3812.426270
	Iteration 37Q: 3 clusters Score -1.131861e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 121851 members 
Entering Unmasked Estep 
Score: -11318636.000000 Penalty: 3812.426270
	Iteration 38Q: 3 clusters Score -1.131864e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 121880 members 
Entering Unmasked Estep 
Score: -11318633.000000 Penalty: 3812.426270
	Iteration 39Q: 3 clusters Score -1.131863e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 121911 members 
Entering Unmasked Estep 
Score: -11318653.000000 Penalty: 3812.426270
	Iteration 40F: 3 clusters Score -1.131865e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 121936 members 
Entering Unmasked Estep 
Score: -11318641.000000 Penalty: 3812.426270
	Iteration 41Q: 3 clusters Score -1.131864e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 121965 members 
Entering Unmasked Estep 
Score: -11318661.000000 Penalty: 3812.426270
	Iteration 42Q: 3 clusters Score -1.131866e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 121988 members 
Entering Unmasked Estep 
Score: -11318659.000000 Penalty: 3812.426270
	Iteration 43Q: 3 clusters Score -1.131866e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 122018 members 
Entering Unmasked Estep 
Score: -11318662.000000 Penalty: 3812.426270
	Iteration 44Q: 3 clusters Score -1.131866e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 122052 members 
Entering Unmasked Estep 
Score: -11318656.000000 Penalty: 3812.426270
	Iteration 45Q: 3 clusters Score -1.131866e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 122076 members 
Entering Unmasked Estep 
Score: -11318662.000000 Penalty: 3812.426270
	Iteration 46Q: 3 clusters Score -1.131866e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 122092 members 
Entering Unmasked Estep 
Score: -11318667.000000 Penalty: 3812.426270
	Iteration 47Q: 3 clusters Score -1.131867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 122100 members 
Entering Unmasked Estep 
Score: -11318663.000000 Penalty: 3812.426270
	Iteration 48Q: 3 clusters Score -1.131866e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 122112 members 
Entering Unmasked Estep 
Score: -11318661.000000 Penalty: 3812.426270
	Iteration 49Q: 3 clusters Score -1.131866e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 122120 members 
Entering Unmasked Estep 
Score: -11318650.000000 Penalty: 3812.426270
	Iteration 50Q: 3 clusters Score -1.131865e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 122126 members 
Entering Unmasked Estep 
Score: -11318650.000000 Penalty: 3812.426270
	Iteration 51Q: 3 clusters Score -1.131865e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 122132 members 
Entering Unmasked Estep 
Score: -11318646.000000 Penalty: 3812.426270
	Iteration 52Q: 3 clusters Score -1.131865e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 122140 members 
Entering Unmasked Estep 
Score: -11318643.000000 Penalty: 3812.426270
	Iteration 53Q: 3 clusters Score -1.131864e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 122149 members 
Entering Unmasked Estep 
Score: -11318655.000000 Penalty: 3812.426270
	Iteration 54Q: 3 clusters Score -1.131866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 122160 members 
Entering Unmasked Estep 
Score: -11318664.000000 Penalty: 3812.426270
	Iteration 55Q: 3 clusters Score -1.131866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 122169 members 
Entering Unmasked Estep 
Score: -11318660.000000 Penalty: 3812.426270
	Iteration 56Q: 3 clusters Score -1.131866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 122174 members 
Entering Unmasked Estep 
Score: -11318654.000000 Penalty: 3812.426270
	Iteration 57Q: 3 clusters Score -1.131865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 122179 members 
Entering Unmasked Estep 
Score: -11318663.000000 Penalty: 3812.426270
	Iteration 58Q: 3 clusters Score -1.131866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 122181 members 
Entering Unmasked Estep 
Score: -11318665.000000 Penalty: 3812.426270
	Iteration 59Q: 3 clusters Score -1.131866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 122184 members 
Entering Unmasked Estep 
Score: -11318665.000000 Penalty: 3812.426270
	Iteration 60F: 3 clusters Score -1.131866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 122183 members 
Entering Unmasked Estep 
Score: -11318671.000000 Penalty: 3812.426270
	Iteration 61Q: 3 clusters Score -1.131867e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 122183 members 
Entering Unmasked Estep 
Score: -11318671.000000 Penalty: 3812.426270
	Iteration 62F: 3 clusters Score -1.131867e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Entering Unmasked Estep 
Score: -104653.554688 Penalty: 1168.484863
	Iteration 0F: 2 clusters Score -104653.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -103051.718750 Penalty: 2336.969727
	Iteration 0F: 3 clusters Score -103051.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -103492.218750 Penalty: 2336.969727
	Iteration 1F: 3 clusters Score -103492.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -103741.570312 Penalty: 2336.969727
	Iteration 2F: 3 clusters Score -103741.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -103960.507812 Penalty: 2336.969727
	Iteration 3F: 3 clusters Score -103960.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -104095.968750 Penalty: 2336.969727
	Iteration 4F: 3 clusters Score -104096 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -104150.875000 Penalty: 2336.969727
	Iteration 5Q: 3 clusters Score -104150.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -104179.187500 Penalty: 2336.969727
	Iteration 6Q: 3 clusters Score -104179.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -104210.140625 Penalty: 2336.969727
	Iteration 7Q: 3 clusters Score -104210.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -104232.609375 Penalty: 2336.969727
	Iteration 8Q: 3 clusters Score -104232.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -104249.953125 Penalty: 2336.969727
	Iteration 9Q: 3 clusters Score -104250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -104268.171875 Penalty: 2336.969727
	Iteration 10Q: 3 clusters Score -104268.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -104280.804688 Penalty: 2336.969727
	Iteration 11Q: 3 clusters Score -104280.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -104293.132812 Penalty: 2336.969727
	Iteration 12Q: 3 clusters Score -104293.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -104303.117188 Penalty: 2336.969727
	Iteration 13Q: 3 clusters Score -104303.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -104319.875000 Penalty: 2336.969727
	Iteration 14Q: 3 clusters Score -104319.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -104331.640625 Penalty: 2336.969727
	Iteration 15Q: 3 clusters Score -104331.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -104336.789062 Penalty: 2336.969727
	Iteration 16Q: 3 clusters Score -104336.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -104339.921875 Penalty: 2336.969727
	Iteration 17Q: 3 clusters Score -104339.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -104342.140625 Penalty: 2336.969727
	Iteration 18Q: 3 clusters Score -104342.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -104345.039062 Penalty: 2336.969727
	Iteration 19Q: 3 clusters Score -104345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -104346.304688 Penalty: 2336.969727
	Iteration 20F: 3 clusters Score -104346.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -104347.570312 Penalty: 2336.969727
	Iteration 21Q: 3 clusters Score -104347.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -104347.570312 Penalty: 2336.969727
	Iteration 22F: 3 clusters Score -104347.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Entering Unmasked Estep 
Score: -247786.671875 Penalty: 1325.898438
	Iteration 0F: 2 clusters Score -247786.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -244901.843750 Penalty: 2651.796875
	Iteration 0F: 3 clusters Score -244901.8 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -246551.546875 Penalty: 2651.796875
	Iteration 1F: 3 clusters Score -246551.5 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -247415.218750 Penalty: 2651.796875
	Iteration 2F: 3 clusters Score -247415.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -247993.953125 Penalty: 2651.796875
	Iteration 3F: 3 clusters Score -247994 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -248341.625000 Penalty: 2651.796875
	Iteration 4F: 3 clusters Score -248341.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -248479.000000 Penalty: 2651.796875
	Iteration 5Q: 3 clusters Score -248479 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -248551.250000 Penalty: 2651.796875
	Iteration 6Q: 3 clusters Score -248551.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -248587.484375 Penalty: 2651.796875
	Iteration 7Q: 3 clusters Score -248587.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -248611.937500 Penalty: 2651.796875
	Iteration 8Q: 3 clusters Score -248611.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -248620.843750 Penalty: 2651.796875
	Iteration 9Q: 3 clusters Score -248620.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -248624.921875 Penalty: 2651.796875
	Iteration 10Q: 3 clusters Score -248624.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -248625.906250 Penalty: 2651.796875
	Iteration 11Q: 3 clusters Score -248625.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -248626.781250 Penalty: 2651.796875
	Iteration 12Q: 3 clusters Score -248626.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -248628.968750 Penalty: 2651.796875
	Iteration 13Q: 3 clusters Score -248629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -248629.000000 Penalty: 2651.796875
	Iteration 14Q: 3 clusters Score -248629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -248630.250000 Penalty: 2651.796875
	Iteration 15Q: 3 clusters Score -248630.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -248631.421875 Penalty: 2651.796875
	Iteration 16Q: 3 clusters Score -248631.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -248631.703125 Penalty: 2651.796875
	Iteration 17Q: 3 clusters Score -248631.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -248632.125000 Penalty: 2651.796875
	Iteration 18Q: 3 clusters Score -248632.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -248632.125000 Penalty: 2651.796875
	Iteration 19F: 3 clusters Score -248632.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 52421 members 
Mstep: Class 3 contains 41291 members 
Mstep: Class 4 contains 11274 members 
Mstep: Class 5 contains 4321 members 
Mstep: Class 6 contains 114977 members 
Mstep: Class 7 contains 128168 members 
Mstep: Class 8 contains 24869 members 
Mstep: Class 9 contains 70328 members 
Mstep: Class 10 contains 15213 members 
Mstep: Class 11 contains 5295 members 
Mstep: Class 12 contains 60063 members 
Mstep: Class 13 contains 306 members 
Mstep: Class 14 contains 1246 members 
Mstep: Class 15 contains 1633 members 
Mstep: Class 16 contains 41485 members 
Mstep: Class 17 contains 4466 members 
Mstep: Class 18 contains 59387 members 
Mstep: Class 19 contains 3932 members 
Mstep: Class 20 contains 13635 members 
Mstep: Class 21 contains 5169 members 
Mstep: Class 22 contains 7871 members 
Mstep: Class 23 contains 5984 members 
Mstep: Class 24 contains 821 members 
Mstep: Class 25 contains 8946 members 
Mstep: Class 26 contains 15920 members 
Mstep: Class 27 contains 124311 members 
Mstep: Class 28 contains 1327 members 
Mstep: Class 29 contains 1590 members 
Mstep: Class 30 contains 4283 members 
Mstep: Class 31 contains 3743 members 
Mstep: Class 32 contains 4569 members 
Mstep: Class 33 contains 8420 members 
Mstep: Class 34 contains 1556 members 
Mstep: Class 35 contains 5117 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 11081 members 
Mstep: Class 38 contains 2699 members 
Mstep: Class 39 contains 1851 members 
Mstep: Class 40 contains 75831 members 
Mstep: Class 41 contains 4977 members 
Mstep: Class 42 contains 1906 members 
Entering Unmasked Estep 
Score: -84424816.000000 Penalty: 94000.359375
Splitting cluster 29 changes total score from -84418648.000000 to -84424816.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 30 (4283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Entering Unmasked Estep 
Score: -366270.906250 Penalty: 1358.891357
	Iteration 0F: 2 clusters Score -366270.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -362752.312500 Penalty: 2717.782715
	Iteration 0F: 3 clusters Score -362752.3 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -363901.062500 Penalty: 2717.782715
	Iteration 1F: 3 clusters Score -363901.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -364461.625000 Penalty: 2717.782715
	Iteration 2F: 3 clusters Score -364461.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -365084.875000 Penalty: 2717.782715
	Iteration 3F: 3 clusters Score -365084.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -365825.156250 Penalty: 2717.782715
	Iteration 4F: 3 clusters Score -365825.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -366780.437500 Penalty: 2717.782715
	Iteration 5F: 3 clusters Score -366780.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -367121.500000 Penalty: 2717.782715
	Iteration 6F: 3 clusters Score -367121.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -367246.562500 Penalty: 2717.782715
	Iteration 7Q: 3 clusters Score -367246.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -367303.812500 Penalty: 2717.782715
	Iteration 8Q: 3 clusters Score -367303.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -367331.781250 Penalty: 2717.782715
	Iteration 9Q: 3 clusters Score -367331.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -367346.875000 Penalty: 2717.782715
	Iteration 10Q: 3 clusters Score -367346.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -367365.875000 Penalty: 2717.782715
	Iteration 11Q: 3 clusters Score -367365.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -367397.968750 Penalty: 2717.782715
	Iteration 12Q: 3 clusters Score -367398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -367425.718750 Penalty: 2717.782715
	Iteration 13Q: 3 clusters Score -367425.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -367437.031250 Penalty: 2717.782715
	Iteration 14Q: 3 clusters Score -367437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -367442.531250 Penalty: 2717.782715
	Iteration 15Q: 3 clusters Score -367442.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -367446.000000 Penalty: 2717.782715
	Iteration 16Q: 3 clusters Score -367446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -367447.937500 Penalty: 2717.782715
	Iteration 17Q: 3 clusters Score -367447.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -367448.812500 Penalty: 2717.782715
	Iteration 18Q: 3 clusters Score -367448.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -367449.937500 Penalty: 2717.782715
	Iteration 19Q: 3 clusters Score -367449.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -367449.906250 Penalty: 2717.782715
	Iteration 20F: 3 clusters Score -367449.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 52421 members 
Mstep: Class 3 contains 41291 members 
Mstep: Class 4 contains 11274 members 
Mstep: Class 5 contains 4321 members 
Mstep: Class 6 contains 114977 members 
Mstep: Class 7 contains 128168 members 
Mstep: Class 8 contains 24869 members 
Mstep: Class 9 contains 70328 members 
Mstep: Class 10 contains 15213 members 
Mstep: Class 11 contains 5295 members 
Mstep: Class 12 contains 60063 members 
Mstep: Class 13 contains 306 members 
Mstep: Class 14 contains 1246 members 
Mstep: Class 15 contains 1633 members 
Mstep: Class 16 contains 41485 members 
Mstep: Class 17 contains 4466 members 
Mstep: Class 18 contains 59387 members 
Mstep: Class 19 contains 3932 members 
Mstep: Class 20 contains 13635 members 
Mstep: Class 21 contains 5169 members 
Mstep: Class 22 contains 7871 members 
Mstep: Class 23 contains 5984 members 
Mstep: Class 24 contains 821 members 
Mstep: Class 25 contains 8946 members 
Mstep: Class 26 contains 15920 members 
Mstep: Class 27 contains 124311 members 
Mstep: Class 28 contains 1327 members 
Mstep: Class 29 contains 1590 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 3743 members 
Mstep: Class 32 contains 4569 members 
Mstep: Class 33 contains 8420 members 
Mstep: Class 34 contains 1556 members 
Mstep: Class 35 contains 5117 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 11081 members 
Mstep: Class 38 contains 2699 members 
Mstep: Class 39 contains 1851 members 
Mstep: Class 40 contains 75831 members 
Mstep: Class 41 contains 4977 members 
Mstep: Class 42 contains 1906 members 
Mstep: Class 43 contains 1147 members 
Entering Unmasked Estep 
Score: -84425104.000000 Penalty: 96238.460938
Splitting cluster 30 changes total score from -84418648.000000 to -84425104.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 31 (3743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Entering Unmasked Estep 
Score: -320917.187500 Penalty: 1336.991943
	Iteration 0F: 2 clusters Score -320917.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -317735.156250 Penalty: 2673.983887
	Iteration 0F: 3 clusters Score -317735.2 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -318777.906250 Penalty: 2673.983887
	Iteration 1F: 3 clusters Score -318777.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -319333.343750 Penalty: 2673.983887
	Iteration 2F: 3 clusters Score -319333.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -320207.343750 Penalty: 2673.983887
	Iteration 3F: 3 clusters Score -320207.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -320765.875000 Penalty: 2673.983887
	Iteration 4F: 3 clusters Score -320765.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -321026.281250 Penalty: 2673.983887
	Iteration 5F: 3 clusters Score -321026.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -321165.000000 Penalty: 2673.983887
	Iteration 6Q: 3 clusters Score -321165 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -321312.218750 Penalty: 2673.983887
	Iteration 7Q: 3 clusters Score -321312.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -321558.750000 Penalty: 2673.983887
	Iteration 8Q: 3 clusters Score -321558.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -321702.125000 Penalty: 2673.983887
	Iteration 9Q: 3 clusters Score -321702.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -321779.093750 Penalty: 2673.983887
	Iteration 10Q: 3 clusters Score -321779.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -321849.718750 Penalty: 2673.983887
	Iteration 11Q: 3 clusters Score -321849.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -321898.875000 Penalty: 2673.983887
	Iteration 12Q: 3 clusters Score -321898.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -321957.718750 Penalty: 2673.983887
	Iteration 13Q: 3 clusters Score -321957.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -321988.750000 Penalty: 2673.983887
	Iteration 14Q: 3 clusters Score -321988.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -322016.093750 Penalty: 2673.983887
	Iteration 15Q: 3 clusters Score -322016.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -322026.718750 Penalty: 2673.983887
	Iteration 16Q: 3 clusters Score -322026.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -322030.656250 Penalty: 2673.983887
	Iteration 17Q: 3 clusters Score -322030.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -322032.468750 Penalty: 2673.983887
	Iteration 18Q: 3 clusters Score -322032.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -322032.718750 Penalty: 2673.983887
	Iteration 19Q: 3 clusters Score -322032.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -322032.718750 Penalty: 2673.983887
	Iteration 20F: 3 clusters Score -322032.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 52421 members 
Mstep: Class 3 contains 41291 members 
Mstep: Class 4 contains 11274 members 
Mstep: Class 5 contains 4321 members 
Mstep: Class 6 contains 114977 members 
Mstep: Class 7 contains 128168 members 
Mstep: Class 8 contains 24869 members 
Mstep: Class 9 contains 70328 members 
Mstep: Class 10 contains 15213 members 
Mstep: Class 11 contains 5295 members 
Mstep: Class 12 contains 60063 members 
Mstep: Class 13 contains 306 members 
Mstep: Class 14 contains 1246 members 
Mstep: Class 15 contains 1633 members 
Mstep: Class 16 contains 41485 members 
Mstep: Class 17 contains 4466 members 
Mstep: Class 18 contains 59387 members 
Mstep: Class 19 contains 3932 members 
Mstep: Class 20 contains 13635 members 
Mstep: Class 21 contains 5169 members 
Mstep: Class 22 contains 7871 members 
Mstep: Class 23 contains 5984 members 
Mstep: Class 24 contains 821 members 
Mstep: Class 25 contains 8946 members 
Mstep: Class 26 contains 15920 members 
Mstep: Class 27 contains 124311 members 
Mstep: Class 28 contains 1327 members 
Mstep: Class 29 contains 1590 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 976 members 
Mstep: Class 32 contains 4569 members 
Mstep: Class 33 contains 8420 members 
Mstep: Class 34 contains 1556 members 
Mstep: Class 35 contains 5117 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 11081 members 
Mstep: Class 38 contains 2699 members 
Mstep: Class 39 contains 1851 members 
Mstep: Class 40 contains 75831 members 
Mstep: Class 41 contains 4977 members 
Mstep: Class 42 contains 1906 members 
Mstep: Class 43 contains 1147 members 
Mstep: Class 44 contains 2767 members 
Entering Unmasked Estep 
Score: -84425256.000000 Penalty: 98476.570312
Splitting cluster 31 changes total score from -84418648.000000 to -84425256.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 32 (4569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Entering Unmasked Estep 
Score: -392687.625000 Penalty: 1369.395508
	Iteration 0F: 2 clusters Score -392687.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -389084.718750 Penalty: 2738.791016
	Iteration 0F: 3 clusters Score -389084.7 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -390241.468750 Penalty: 2738.791016
	Iteration 1F: 3 clusters Score -390241.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -390613.562500 Penalty: 2738.791016
	Iteration 2F: 3 clusters Score -390613.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -390974.937500 Penalty: 2738.791016
	Iteration 3F: 3 clusters Score -390974.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -391316.468750 Penalty: 2738.791016
	Iteration 4F: 3 clusters Score -391316.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -391576.875000 Penalty: 2738.791016
	Iteration 5F: 3 clusters Score -391576.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -391741.531250 Penalty: 2738.791016
	Iteration 6Q: 3 clusters Score -391741.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -391825.187500 Penalty: 2738.791016
	Iteration 7Q: 3 clusters Score -391825.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -391871.156250 Penalty: 2738.791016
	Iteration 8Q: 3 clusters Score -391871.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -391893.281250 Penalty: 2738.791016
	Iteration 9Q: 3 clusters Score -391893.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -391902.968750 Penalty: 2738.791016
	Iteration 10Q: 3 clusters Score -391903 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -391908.343750 Penalty: 2738.791016
	Iteration 11Q: 3 clusters Score -391908.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -391913.906250 Penalty: 2738.791016
	Iteration 12Q: 3 clusters Score -391913.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -391918.000000 Penalty: 2738.791016
	Iteration 13Q: 3 clusters Score -391918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -391922.125000 Penalty: 2738.791016
	Iteration 14Q: 3 clusters Score -391922.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -391924.312500 Penalty: 2738.791016
	Iteration 15Q: 3 clusters Score -391924.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -391925.781250 Penalty: 2738.791016
	Iteration 16Q: 3 clusters Score -391925.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -391928.625000 Penalty: 2738.791016
	Iteration 17Q: 3 clusters Score -391928.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -391930.281250 Penalty: 2738.791016
	Iteration 18Q: 3 clusters Score -391930.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -391931.625000 Penalty: 2738.791016
	Iteration 19Q: 3 clusters Score -391931.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -391932.625000 Penalty: 2738.791016
	Iteration 20F: 3 clusters Score -391932.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -391931.812500 Penalty: 2738.791016
	Iteration 21Q: 3 clusters Score -391931.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -391931.812500 Penalty: 2738.791016
	Iteration 22F: 3 clusters Score -391931.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Entering Unmasked Estep 
Score: -778165.562500 Penalty: 1468.734375
	Iteration 0F: 2 clusters Score -778165.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -771994.125000 Penalty: 2937.468750
	Iteration 0F: 3 clusters Score -771994.1 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -773831.500000 Penalty: 2937.468750
	Iteration 1F: 3 clusters Score -773831.5 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -774053.125000 Penalty: 2937.468750
	Iteration 2F: 3 clusters Score -774053.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -774275.812500 Penalty: 2937.468750
	Iteration 3F: 3 clusters Score -774275.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -774487.000000 Penalty: 2937.468750
	Iteration 4F: 3 clusters Score -774487 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -774676.375000 Penalty: 2937.468750
	Iteration 5Q: 3 clusters Score -774676.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -774862.312500 Penalty: 2937.468750
	Iteration 6Q: 3 clusters Score -774862.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -775060.187500 Penalty: 2937.468750
	Iteration 7Q: 3 clusters Score -775060.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -775265.375000 Penalty: 2937.468750
	Iteration 8Q: 3 clusters Score -775265.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -775465.187500 Penalty: 2937.468750
	Iteration 9Q: 3 clusters Score -775465.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -775653.250000 Penalty: 2937.468750
	Iteration 10Q: 3 clusters Score -775653.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -775849.375000 Penalty: 2937.468750
	Iteration 11Q: 3 clusters Score -775849.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -776028.437500 Penalty: 2937.468750
	Iteration 12Q: 3 clusters Score -776028.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -776184.312500 Penalty: 2937.468750
	Iteration 13Q: 3 clusters Score -776184.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -776332.375000 Penalty: 2937.468750
	Iteration 14Q: 3 clusters Score -776332.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -776473.000000 Penalty: 2937.468750
	Iteration 15Q: 3 clusters Score -776473 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -776588.312500 Penalty: 2937.468750
	Iteration 16Q: 3 clusters Score -776588.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -776660.500000 Penalty: 2937.468750
	Iteration 17Q: 3 clusters Score -776660.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -776711.687500 Penalty: 2937.468750
	Iteration 18Q: 3 clusters Score -776711.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -776743.937500 Penalty: 2937.468750
	Iteration 19Q: 3 clusters Score -776743.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -776765.375000 Penalty: 2937.468750
	Iteration 20F: 3 clusters Score -776765.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -776778.562500 Penalty: 2937.468750
	Iteration 21Q: 3 clusters Score -776778.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -776792.687500 Penalty: 2937.468750
	Iteration 22Q: 3 clusters Score -776792.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -776806.312500 Penalty: 2937.468750
	Iteration 23Q: 3 clusters Score -776806.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -776823.125000 Penalty: 2937.468750
	Iteration 24Q: 3 clusters Score -776823.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -776839.000000 Penalty: 2937.468750
	Iteration 25Q: 3 clusters Score -776839 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -776847.125000 Penalty: 2937.468750
	Iteration 26Q: 3 clusters Score -776847.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -776857.312500 Penalty: 2937.468750
	Iteration 27Q: 3 clusters Score -776857.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -776868.062500 Penalty: 2937.468750
	Iteration 28Q: 3 clusters Score -776868.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -776878.312500 Penalty: 2937.468750
	Iteration 29Q: 3 clusters Score -776878.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -776884.375000 Penalty: 2937.468750
	Iteration 30Q: 3 clusters Score -776884.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -776888.500000 Penalty: 2937.468750
	Iteration 31Q: 3 clusters Score -776888.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -776888.375000 Penalty: 2937.468750
	Iteration 32Q: 3 clusters Score -776888.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -776890.812500 Penalty: 2937.468750
	Iteration 33Q: 3 clusters Score -776890.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -776890.812500 Penalty: 2937.468750
	Iteration 34F: 3 clusters Score -776890.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Entering Unmasked Estep 
Score: -129535.015625 Penalty: 1194.354492
	Iteration 0F: 2 clusters Score -129535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -127744.039062 Penalty: 2388.708984
	Iteration 0F: 3 clusters Score -127744 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -128181.054688 Penalty: 2388.708984
	Iteration 1F: 3 clusters Score -128181.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -128335.867188 Penalty: 2388.708984
	Iteration 2F: 3 clusters Score -128335.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -128433.320312 Penalty: 2388.708984
	Iteration 3F: 3 clusters Score -128433.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -128502.976562 Penalty: 2388.708984
	Iteration 4Q: 3 clusters Score -128503 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -128565.070312 Penalty: 2388.708984
	Iteration 5Q: 3 clusters Score -128565.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -128605.375000 Penalty: 2388.708984
	Iteration 6Q: 3 clusters Score -128605.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -128639.031250 Penalty: 2388.708984
	Iteration 7Q: 3 clusters Score -128639 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -128671.953125 Penalty: 2388.708984
	Iteration 8Q: 3 clusters Score -128672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -128701.273438 Penalty: 2388.708984
	Iteration 9Q: 3 clusters Score -128701.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -128722.820312 Penalty: 2388.708984
	Iteration 10Q: 3 clusters Score -128722.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -128736.617188 Penalty: 2388.708984
	Iteration 11Q: 3 clusters Score -128736.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -128745.851562 Penalty: 2388.708984
	Iteration 12Q: 3 clusters Score -128745.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -128759.000000 Penalty: 2388.708984
	Iteration 13Q: 3 clusters Score -128759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -128771.171875 Penalty: 2388.708984
	Iteration 14Q: 3 clusters Score -128771.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -128777.117188 Penalty: 2388.708984
	Iteration 15Q: 3 clusters Score -128777.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -128781.921875 Penalty: 2388.708984
	Iteration 16Q: 3 clusters Score -128781.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -128785.640625 Penalty: 2388.708984
	Iteration 17Q: 3 clusters Score -128785.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -128787.687500 Penalty: 2388.708984
	Iteration 18Q: 3 clusters Score -128787.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -128792.945312 Penalty: 2388.708984
	Iteration 19Q: 3 clusters Score -128792.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -128797.015625 Penalty: 2388.708984
	Iteration 20F: 3 clusters Score -128797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -128804.273438 Penalty: 2388.708984
	Iteration 21Q: 3 clusters Score -128804.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -128811.296875 Penalty: 2388.708984
	Iteration 22Q: 3 clusters Score -128811.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -128820.203125 Penalty: 2388.708984
	Iteration 23Q: 3 clusters Score -128820.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -128825.304688 Penalty: 2388.708984
	Iteration 24Q: 3 clusters Score -128825.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -128830.640625 Penalty: 2388.708984
	Iteration 25Q: 3 clusters Score -128830.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -128835.812500 Penalty: 2388.708984
	Iteration 26Q: 3 clusters Score -128835.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -128839.273438 Penalty: 2388.708984
	Iteration 27Q: 3 clusters Score -128839.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -128842.437500 Penalty: 2388.708984
	Iteration 28Q: 3 clusters Score -128842.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -128843.828125 Penalty: 2388.708984
	Iteration 29Q: 3 clusters Score -128843.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -128846.914062 Penalty: 2388.708984
	Iteration 30Q: 3 clusters Score -128846.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -128848.335938 Penalty: 2388.708984
	Iteration 31Q: 3 clusters Score -128848.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -128850.710938 Penalty: 2388.708984
	Iteration 32Q: 3 clusters Score -128850.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -128853.546875 Penalty: 2388.708984
	Iteration 33Q: 3 clusters Score -128853.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -128858.179688 Penalty: 2388.708984
	Iteration 34Q: 3 clusters Score -128858.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -128862.109375 Penalty: 2388.708984
	Iteration 35Q: 3 clusters Score -128862.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -128870.273438 Penalty: 2388.708984
	Iteration 36Q: 3 clusters Score -128870.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -128881.843750 Penalty: 2388.708984
	Iteration 37Q: 3 clusters Score -128881.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -128888.046875 Penalty: 2388.708984
	Iteration 38Q: 3 clusters Score -128888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -128891.304688 Penalty: 2388.708984
	Iteration 39Q: 3 clusters Score -128891.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -128897.023438 Penalty: 2388.708984
	Iteration 40F: 3 clusters Score -128897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -128905.679688 Penalty: 2388.708984
	Iteration 41Q: 3 clusters Score -128905.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -128913.992188 Penalty: 2388.708984
	Iteration 42Q: 3 clusters Score -128914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -128919.968750 Penalty: 2388.708984
	Iteration 43Q: 3 clusters Score -128920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -128924.289062 Penalty: 2388.708984
	Iteration 44Q: 3 clusters Score -128924.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -128925.601562 Penalty: 2388.708984
	Iteration 45Q: 3 clusters Score -128925.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -128928.203125 Penalty: 2388.708984
	Iteration 46Q: 3 clusters Score -128928.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -128931.742188 Penalty: 2388.708984
	Iteration 47Q: 3 clusters Score -128931.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -128934.312500 Penalty: 2388.708984
	Iteration 48Q: 3 clusters Score -128934.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -128936.539062 Penalty: 2388.708984
	Iteration 49Q: 3 clusters Score -128936.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -128938.085938 Penalty: 2388.708984
	Iteration 50Q: 3 clusters Score -128938.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -128938.898438 Penalty: 2388.708984
	Iteration 51Q: 3 clusters Score -128938.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -128939.718750 Penalty: 2388.708984
	Iteration 52Q: 3 clusters Score -128939.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -128941.039062 Penalty: 2388.708984
	Iteration 53Q: 3 clusters Score -128941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -128943.945312 Penalty: 2388.708984
	Iteration 54Q: 3 clusters Score -128943.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -128946.484375 Penalty: 2388.708984
	Iteration 55Q: 3 clusters Score -128946.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -128947.960938 Penalty: 2388.708984
	Iteration 56Q: 3 clusters Score -128948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -128950.796875 Penalty: 2388.708984
	Iteration 57Q: 3 clusters Score -128950.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -128952.718750 Penalty: 2388.708984
	Iteration 58Q: 3 clusters Score -128952.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -128953.359375 Penalty: 2388.708984
	Iteration 59Q: 3 clusters Score -128953.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -128955.835938 Penalty: 2388.708984
	Iteration 60F: 3 clusters Score -128955.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -128957.070312 Penalty: 2388.708984
	Iteration 61Q: 3 clusters Score -128957.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -128958.851562 Penalty: 2388.708984
	Iteration 62Q: 3 clusters Score -128958.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -128961.562500 Penalty: 2388.708984
	Iteration 63Q: 3 clusters Score -128961.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -128961.562500 Penalty: 2388.708984
	Iteration 64F: 3 clusters Score -128961.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 52421 members 
Mstep: Class 3 contains 41291 members 
Mstep: Class 4 contains 11274 members 
Mstep: Class 5 contains 4321 members 
Mstep: Class 6 contains 114977 members 
Mstep: Class 7 contains 128168 members 
Mstep: Class 8 contains 24869 members 
Mstep: Class 9 contains 70328 members 
Mstep: Class 10 contains 15213 members 
Mstep: Class 11 contains 5295 members 
Mstep: Class 12 contains 60063 members 
Mstep: Class 13 contains 306 members 
Mstep: Class 14 contains 1246 members 
Mstep: Class 15 contains 1633 members 
Mstep: Class 16 contains 41485 members 
Mstep: Class 17 contains 4466 members 
Mstep: Class 18 contains 59387 members 
Mstep: Class 19 contains 3932 members 
Mstep: Class 20 contains 13635 members 
Mstep: Class 21 contains 5169 members 
Mstep: Class 22 contains 7871 members 
Mstep: Class 23 contains 5984 members 
Mstep: Class 24 contains 821 members 
Mstep: Class 25 contains 8946 members 
Mstep: Class 26 contains 15920 members 
Mstep: Class 27 contains 124311 members 
Mstep: Class 28 contains 1327 members 
Mstep: Class 29 contains 1590 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 976 members 
Mstep: Class 32 contains 4569 members 
Mstep: Class 33 contains 8420 members 
Mstep: Class 34 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84430448.000000 Penalty: 98476.570312
Iteration 79Q: 45 clusters Score -8.443045e+07 nChanged 8503
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 52420 members 
Mstep: Class 3 contains 41337 members 
Mstep: Class 4 contains 11286 members 
Mstep: Class 5 contains 4178 members 
Mstep: Class 6 contains 115001 members 
Mstep: Class 7 contains 128721 members 
Mstep: Class 8 contains 25023 members 
Mstep: Class 9 contains 69670 members 
Mstep: Class 10 contains 15214 members 
Mstep: Class 11 contains 5282 members 
Mstep: Class 12 contains 60049 members 
Mstep: Class 13 contains 318 members 
Mstep: Class 14 contains 1260 members 
Mstep: Class 15 contains 1718 members 
Mstep: Class 16 contains 41524 members 
Mstep: Class 17 contains 4873 members 
Mstep: Class 18 contains 59365 members 
Mstep: Class 19 contains 4307 members 
Mstep: Class 20 contains 13704 members 
Mstep: Class 21 contains 6181 members 
Mstep: Class 22 contains 7932 members 
Mstep: Class 23 contains 5977 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 9243 members 
Mstep: Class 26 contains 16005 members 
Mstep: Class 27 contains 124570 members 
Mstep: Class 28 contains 1344 members 
Mstep: Class 29 contains 1576 members 
Mstep: Class 30 contains 3248 members 
Mstep: Class 31 contains 1022 members 
Mstep: Class 32 contains 4509 members 
Mstep: Class 33 contains 8413 members 
Mstep: Class 34 contains 1558 members 
Mstep: Class 35 contains 4941 members 
Mstep: Class 36 contains 816 members 
Mstep: Class 37 contains 10775 members 
Mstep: Class 38 contains 2592 members 
Mstep: Class 39 contains 1824 members 
Mstep: Class 40 contains 74394 members 
Mstep: Class 41 contains 4371 members 
Mstep: Class 42 contains 1889 members 
Mstep: Class 43 contains 1151 members 
Mstep: Class 44 contains 2740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84436096.000000 Penalty: 98476.570312
Iteration 80F: 45 clusters Score -8.44361e+07 nChanged 7716
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 52422 members 
Mstep: Class 3 contains 41096 members 
Mstep: Class 4 contains 11258 members 
Mstep: Class 5 contains 4016 members 
Mstep: Class 6 contains 115023 members 
Mstep: Class 7 contains 128372 members 
Mstep: Class 8 contains 24952 members 
Mstep: Class 9 contains 68786 members 
Mstep: Class 10 contains 15195 members 
Mstep: Class 11 contains 5230 members 
Mstep: Class 12 contains 60054 members 
Mstep: Class 13 contains 323 members 
Mstep: Class 14 contains 1225 members 
Mstep: Class 15 contains 1718 members 
Mstep: Class 16 contains 41250 members 
Mstep: Class 17 contains 5137 members 
Mstep: Class 18 contains 59354 members 
Mstep: Class 19 contains 4520 members 
Mstep: Class 20 contains 13652 members 
Mstep: Class 21 contains 7002 members 
Mstep: Class 22 contains 7729 members 
Mstep: Class 23 contains 5975 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 9354 members 
Mstep: Class 26 contains 15766 members 
Mstep: Class 27 contains 124317 members 
Mstep: Class 28 contains 1336 members 
Mstep: Class 29 contains 1549 members 
Mstep: Class 30 contains 3259 members 
Mstep: Class 31 contains 1019 members 
Mstep: Class 32 contains 4457 members 
Mstep: Class 33 contains 8385 members 
Mstep: Class 34 contains 1493 members 
Mstep: Class 35 contains 5310 members 
Mstep: Class 36 contains 840 members 
Mstep: Class 37 contains 10865 members 
Mstep: Class 38 contains 2593 members 
Mstep: Class 39 contains 1873 members 
Mstep: Class 40 contains 74823 members 
Mstep: Class 41 contains 4761 members 
Mstep: Class 42 contains 2084 members 
Mstep: Class 43 contains 1193 members 
Mstep: Class 44 contains 2849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84438632.000000 Penalty: 98476.570312
Iteration 81Q: 45 clusters Score -8.443863e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 52425 members 
Mstep: Class 3 contains 40927 members 
Mstep: Class 4 contains 11234 members 
Mstep: Class 5 contains 3886 members 
Mstep: Class 6 contains 115063 members 
Mstep: Class 7 contains 127950 members 
Mstep: Class 8 contains 24941 members 
Mstep: Class 9 contains 67968 members 
Mstep: Class 10 contains 15170 members 
Mstep: Class 11 contains 5205 members 
Mstep: Class 12 contains 60055 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1227 members 
Mstep: Class 15 contains 1721 members 
Mstep: Class 16 contains 41022 members 
Mstep: Class 17 contains 5409 members 
Mstep: Class 18 contains 59347 members 
Mstep: Class 19 contains 4681 members 
Mstep: Class 20 contains 13619 members 
Mstep: Class 21 contains 7749 members 
Mstep: Class 22 contains 7613 members 
Mstep: Class 23 contains 5985 members 
Mstep: Class 24 contains 788 members 
Mstep: Class 25 contains 9473 members 
Mstep: Class 26 contains 15656 members 
Mstep: Class 27 contains 124040 members 
Mstep: Class 28 contains 1329 members 
Mstep: Class 29 contains 1546 members 
Mstep: Class 30 contains 3268 members 
Mstep: Class 31 contains 1022 members 
Mstep: Class 32 contains 4431 members 
Mstep: Class 33 contains 8361 members 
Mstep: Class 34 contains 1454 members 
Mstep: Class 35 contains 5578 members 
Mstep: Class 36 contains 840 members 
Mstep: Class 37 contains 10914 members 
Mstep: Class 38 contains 2597 members 
Mstep: Class 39 contains 1897 members 
Mstep: Class 40 contains 75078 members 
Mstep: Class 41 contains 5213 members 
Mstep: Class 42 contains 2194 members 
Mstep: Class 43 contains 1218 members 
Mstep: Class 44 contains 2901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84439712.000000 Penalty: 98476.570312
Iteration 82Q: 45 clusters Score -8.443971e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 52426 members 
Mstep: Class 3 contains 40754 members 
Mstep: Class 4 contains 11219 members 
Mstep: Class 5 contains 3768 members 
Mstep: Class 6 contains 115148 members 
Mstep: Class 7 contains 127610 members 
Mstep: Class 8 contains 24963 members 
Mstep: Class 9 contains 67191 members 
Mstep: Class 10 contains 15163 members 
Mstep: Class 11 contains 5178 members 
Mstep: Class 12 contains 60066 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1226 members 
Mstep: Class 15 contains 1728 members 
Mstep: Class 16 contains 40835 members 
Mstep: Class 17 contains 5646 members 
Mstep: Class 18 contains 59349 members 
Mstep: Class 19 contains 4815 members 
Mstep: Class 20 contains 13615 members 
Mstep: Class 21 contains 8452 members 
Mstep: Class 22 contains 7549 members 
Mstep: Class 23 contains 5993 members 
Mstep: Class 24 contains 786 members 
Mstep: Class 25 contains 9578 members 
Mstep: Class 26 contains 15593 members 
Mstep: Class 27 contains 123775 members 
Mstep: Class 28 contains 1322 members 
Mstep: Class 29 contains 1536 members 
Mstep: Class 30 contains 3276 members 
Mstep: Class 31 contains 1023 members 
Mstep: Class 32 contains 4410 members 
Mstep: Class 33 contains 8342 members 
Mstep: Class 34 contains 1425 members 
Mstep: Class 35 contains 5786 members 
Mstep: Class 36 contains 839 members 
Mstep: Class 37 contains 10957 members 
Mstep: Class 38 contains 2609 members 
Mstep: Class 39 contains 1914 members 
Mstep: Class 40 contains 75261 members 
Mstep: Class 41 contains 5569 members 
Mstep: Class 42 contains 2262 members 
Mstep: Class 43 contains 1236 members 
Mstep: Class 44 contains 2940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84440584.000000 Penalty: 98476.570312
Iteration 83Q: 45 clusters Score -8.444058e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 52428 members 
Mstep: Class 3 contains 40582 members 
Mstep: Class 4 contains 11203 members 
Mstep: Class 5 contains 3674 members 
Mstep: Class 6 contains 115261 members 
Mstep: Class 7 contains 127283 members 
Mstep: Class 8 contains 25012 members 
Mstep: Class 9 contains 66491 members 
Mstep: Class 10 contains 15151 members 
Mstep: Class 11 contains 5151 members 
Mstep: Class 12 contains 60077 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 40681 members 
Mstep: Class 17 contains 5851 members 
Mstep: Class 18 contains 59357 members 
Mstep: Class 19 contains 4926 members 
Mstep: Class 20 contains 13605 members 
Mstep: Class 21 contains 9109 members 
Mstep: Class 22 contains 7515 members 
Mstep: Class 23 contains 6001 members 
Mstep: Class 24 contains 787 members 
Mstep: Class 25 contains 9679 members 
Mstep: Class 26 contains 15559 members 
Mstep: Class 27 contains 123544 members 
Mstep: Class 28 contains 1324 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 3275 members 
Mstep: Class 31 contains 1024 members 
Mstep: Class 32 contains 4397 members 
Mstep: Class 33 contains 8307 members 
Mstep: Class 34 contains 1399 members 
Mstep: Class 35 contains 5968 members 
Mstep: Class 36 contains 840 members 
Mstep: Class 37 contains 11009 members 
Mstep: Class 38 contains 2626 members 
Mstep: Class 39 contains 1924 members 
Mstep: Class 40 contains 75355 members 
Mstep: Class 41 contains 5896 members 
Mstep: Class 42 contains 2316 members 
Mstep: Class 43 contains 1241 members 
Mstep: Class 44 contains 2974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84441088.000000 Penalty: 98476.570312
Iteration 84Q: 45 clusters Score -8.444109e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 52428 members 
Mstep: Class 3 contains 40473 members 
Mstep: Class 4 contains 11194 members 
Mstep: Class 5 contains 3608 members 
Mstep: Class 6 contains 115352 members 
Mstep: Class 7 contains 126990 members 
Mstep: Class 8 contains 25048 members 
Mstep: Class 9 contains 65882 members 
Mstep: Class 10 contains 15142 members 
Mstep: Class 11 contains 5133 members 
Mstep: Class 12 contains 60091 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1233 members 
Mstep: Class 15 contains 1735 members 
Mstep: Class 16 contains 40546 members 
Mstep: Class 17 contains 6013 members 
Mstep: Class 18 contains 59365 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 13591 members 
Mstep: Class 21 contains 9696 members 
Mstep: Class 22 contains 7483 members 
Mstep: Class 23 contains 6012 members 
Mstep: Class 24 contains 788 members 
Mstep: Class 25 contains 9789 members 
Mstep: Class 26 contains 15547 members 
Mstep: Class 27 contains 123317 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 1503 members 
Mstep: Class 30 contains 3279 members 
Mstep: Class 31 contains 1026 members 
Mstep: Class 32 contains 4399 members 
Mstep: Class 33 contains 8289 members 
Mstep: Class 34 contains 1374 members 
Mstep: Class 35 contains 6123 members 
Mstep: Class 36 contains 842 members 
Mstep: Class 37 contains 11027 members 
Mstep: Class 38 contains 2639 members 
Mstep: Class 39 contains 1927 members 
Mstep: Class 40 contains 75464 members 
Mstep: Class 41 contains 6142 members 
Mstep: Class 42 contains 2355 members 
Mstep: Class 43 contains 1250 members 
Mstep: Class 44 contains 3004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84441560.000000 Penalty: 98476.570312
Iteration 85Q: 45 clusters Score -8.444156e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 52426 members 
Mstep: Class 3 contains 40389 members 
Mstep: Class 4 contains 11185 members 
Mstep: Class 5 contains 3551 members 
Mstep: Class 6 contains 115476 members 
Mstep: Class 7 contains 126748 members 
Mstep: Class 8 contains 25099 members 
Mstep: Class 9 contains 65343 members 
Mstep: Class 10 contains 15136 members 
Mstep: Class 11 contains 5111 members 
Mstep: Class 12 contains 60103 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1230 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 40448 members 
Mstep: Class 17 contains 6151 members 
Mstep: Class 18 contains 59377 members 
Mstep: Class 19 contains 5057 members 
Mstep: Class 20 contains 13574 members 
Mstep: Class 21 contains 10225 members 
Mstep: Class 22 contains 7457 members 
Mstep: Class 23 contains 6026 members 
Mstep: Class 24 contains 789 members 
Mstep: Class 25 contains 9873 members 
Mstep: Class 26 contains 15549 members 
Mstep: Class 27 contains 123116 members 
Mstep: Class 28 contains 1316 members 
Mstep: Class 29 contains 1494 members 
Mstep: Class 30 contains 3281 members 
Mstep: Class 31 contains 1027 members 
Mstep: Class 32 contains 4403 members 
Mstep: Class 33 contains 8265 members 
Mstep: Class 34 contains 1356 members 
Mstep: Class 35 contains 6222 members 
Mstep: Class 36 contains 841 members 
Mstep: Class 37 contains 11057 members 
Mstep: Class 38 contains 2651 members 
Mstep: Class 39 contains 1929 members 
Mstep: Class 40 contains 75571 members 
Mstep: Class 41 contains 6326 members 
Mstep: Class 42 contains 2370 members 
Mstep: Class 43 contains 1261 members 
Mstep: Class 44 contains 3020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442000.000000 Penalty: 98476.570312
Iteration 86Q: 45 clusters Score -8.4442e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 52423 members 
Mstep: Class 3 contains 40312 members 
Mstep: Class 4 contains 11181 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 115597 members 
Mstep: Class 7 contains 126561 members 
Mstep: Class 8 contains 25124 members 
Mstep: Class 9 contains 64821 members 
Mstep: Class 10 contains 15130 members 
Mstep: Class 11 contains 5096 members 
Mstep: Class 12 contains 60111 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1230 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 40371 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 59393 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 13563 members 
Mstep: Class 21 contains 10675 members 
Mstep: Class 22 contains 7434 members 
Mstep: Class 23 contains 6036 members 
Mstep: Class 24 contains 789 members 
Mstep: Class 25 contains 9948 members 
Mstep: Class 26 contains 15555 members 
Mstep: Class 27 contains 122971 members 
Mstep: Class 28 contains 1318 members 
Mstep: Class 29 contains 1494 members 
Mstep: Class 30 contains 3287 members 
Mstep: Class 31 contains 1026 members 
Mstep: Class 32 contains 4403 members 
Mstep: Class 33 contains 8262 members 
Mstep: Class 34 contains 1344 members 
Mstep: Class 35 contains 6298 members 
Mstep: Class 36 contains 840 members 
Mstep: Class 37 contains 11077 members 
Mstep: Class 38 contains 2668 members 
Mstep: Class 39 contains 1933 members 
Mstep: Class 40 contains 75689 members 
Mstep: Class 41 contains 6439 members 
Mstep: Class 42 contains 2380 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 3032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442280.000000 Penalty: 98476.570312
Iteration 87Q: 45 clusters Score -8.444228e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 52426 members 
Mstep: Class 3 contains 40226 members 
Mstep: Class 4 contains 11170 members 
Mstep: Class 5 contains 3473 members 
Mstep: Class 6 contains 115732 members 
Mstep: Class 7 contains 126439 members 
Mstep: Class 8 contains 25151 members 
Mstep: Class 9 contains 64311 members 
Mstep: Class 10 contains 15121 members 
Mstep: Class 11 contains 5085 members 
Mstep: Class 12 contains 60116 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1227 members 
Mstep: Class 15 contains 1740 members 
Mstep: Class 16 contains 40303 members 
Mstep: Class 17 contains 6384 members 
Mstep: Class 18 contains 59411 members 
Mstep: Class 19 contains 5143 members 
Mstep: Class 20 contains 13555 members 
Mstep: Class 21 contains 11073 members 
Mstep: Class 22 contains 7423 members 
Mstep: Class 23 contains 6041 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 10005 members 
Mstep: Class 26 contains 15561 members 
Mstep: Class 27 contains 122829 members 
Mstep: Class 28 contains 1324 members 
Mstep: Class 29 contains 1488 members 
Mstep: Class 30 contains 3289 members 
Mstep: Class 31 contains 1026 members 
Mstep: Class 32 contains 4400 members 
Mstep: Class 33 contains 8254 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 6365 members 
Mstep: Class 36 contains 841 members 
Mstep: Class 37 contains 11109 members 
Mstep: Class 38 contains 2673 members 
Mstep: Class 39 contains 1938 members 
Mstep: Class 40 contains 75798 members 
Mstep: Class 41 contains 6517 members 
Mstep: Class 42 contains 2391 members 
Mstep: Class 43 contains 1278 members 
Mstep: Class 44 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442584.000000 Penalty: 98476.570312
Iteration 88Q: 45 clusters Score -8.444258e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 52431 members 
Mstep: Class 3 contains 40140 members 
Mstep: Class 4 contains 11156 members 
Mstep: Class 5 contains 3446 members 
Mstep: Class 6 contains 115823 members 
Mstep: Class 7 contains 126321 members 
Mstep: Class 8 contains 25168 members 
Mstep: Class 9 contains 63885 members 
Mstep: Class 10 contains 15116 members 
Mstep: Class 11 contains 5078 members 
Mstep: Class 12 contains 60116 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1228 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 40254 members 
Mstep: Class 17 contains 6469 members 
Mstep: Class 18 contains 59439 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 13549 members 
Mstep: Class 21 contains 11437 members 
Mstep: Class 22 contains 7411 members 
Mstep: Class 23 contains 6048 members 
Mstep: Class 24 contains 791 members 
Mstep: Class 25 contains 10058 members 
Mstep: Class 26 contains 15562 members 
Mstep: Class 27 contains 122723 members 
Mstep: Class 28 contains 1329 members 
Mstep: Class 29 contains 1489 members 
Mstep: Class 30 contains 3291 members 
Mstep: Class 31 contains 1026 members 
Mstep: Class 32 contains 4402 members 
Mstep: Class 33 contains 8253 members 
Mstep: Class 34 contains 1328 members 
Mstep: Class 35 contains 6421 members 
Mstep: Class 36 contains 842 members 
Mstep: Class 37 contains 11137 members 
Mstep: Class 38 contains 2675 members 
Mstep: Class 39 contains 1940 members 
Mstep: Class 40 contains 75892 members 
Mstep: Class 41 contains 6588 members 
Mstep: Class 42 contains 2398 members 
Mstep: Class 43 contains 1282 members 
Mstep: Class 44 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442600.000000 Penalty: 98476.570312
Iteration 89Q: 45 clusters Score -8.44426e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 52431 members 
Mstep: Class 3 contains 40060 members 
Mstep: Class 4 contains 11145 members 
Mstep: Class 5 contains 3418 members 
Mstep: Class 6 contains 115914 members 
Mstep: Class 7 contains 126239 members 
Mstep: Class 8 contains 25194 members 
Mstep: Class 9 contains 63517 members 
Mstep: Class 10 contains 15114 members 
Mstep: Class 11 contains 5069 members 
Mstep: Class 12 contains 60118 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1230 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 40212 members 
Mstep: Class 17 contains 6539 members 
Mstep: Class 18 contains 59444 members 
Mstep: Class 19 contains 5203 members 
Mstep: Class 20 contains 13551 members 
Mstep: Class 21 contains 11742 members 
Mstep: Class 22 contains 7395 members 
Mstep: Class 23 contains 6056 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10103 members 
Mstep: Class 26 contains 15565 members 
Mstep: Class 27 contains 122616 members 
Mstep: Class 28 contains 1329 members 
Mstep: Class 29 contains 1490 members 
Mstep: Class 30 contains 3291 members 
Mstep: Class 31 contains 1027 members 
Mstep: Class 32 contains 4401 members 
Mstep: Class 33 contains 8241 members 
Mstep: Class 34 contains 1326 members 
Mstep: Class 35 contains 6460 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 11165 members 
Mstep: Class 38 contains 2681 members 
Mstep: Class 39 contains 1941 members 
Mstep: Class 40 contains 76003 members 
Mstep: Class 41 contains 6630 members 
Mstep: Class 42 contains 2405 members 
Mstep: Class 43 contains 1286 members 
Mstep: Class 44 contains 3075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442736.000000 Penalty: 98476.570312
Iteration 90Q: 45 clusters Score -8.444274e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 52431 members 
Mstep: Class 3 contains 40002 members 
Mstep: Class 4 contains 11135 members 
Mstep: Class 5 contains 3400 members 
Mstep: Class 6 contains 116010 members 
Mstep: Class 7 contains 126172 members 
Mstep: Class 8 contains 25219 members 
Mstep: Class 9 contains 63182 members 
Mstep: Class 10 contains 15112 members 
Mstep: Class 11 contains 5058 members 
Mstep: Class 12 contains 60120 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1233 members 
Mstep: Class 15 contains 1752 members 
Mstep: Class 16 contains 40172 members 
Mstep: Class 17 contains 6581 members 
Mstep: Class 18 contains 59450 members 
Mstep: Class 19 contains 5224 members 
Mstep: Class 20 contains 13557 members 
Mstep: Class 21 contains 12038 members 
Mstep: Class 22 contains 7385 members 
Mstep: Class 23 contains 6062 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10130 members 
Mstep: Class 26 contains 15567 members 
Mstep: Class 27 contains 122487 members 
Mstep: Class 28 contains 1329 members 
Mstep: Class 29 contains 1486 members 
Mstep: Class 30 contains 3291 members 
Mstep: Class 31 contains 1027 members 
Mstep: Class 32 contains 4402 members 
Mstep: Class 33 contains 8241 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 6497 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 11194 members 
Mstep: Class 38 contains 2683 members 
Mstep: Class 39 contains 1941 members 
Mstep: Class 40 contains 76112 members 
Mstep: Class 41 contains 6659 members 
Mstep: Class 42 contains 2409 members 
Mstep: Class 43 contains 1286 members 
Mstep: Class 44 contains 3088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443008.000000 Penalty: 98476.570312
Iteration 91Q: 45 clusters Score -8.444301e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 52430 members 
Mstep: Class 3 contains 39929 members 
Mstep: Class 4 contains 11130 members 
Mstep: Class 5 contains 3382 members 
Mstep: Class 6 contains 116083 members 
Mstep: Class 7 contains 126100 members 
Mstep: Class 8 contains 25243 members 
Mstep: Class 9 contains 62907 members 
Mstep: Class 10 contains 15110 members 
Mstep: Class 11 contains 5046 members 
Mstep: Class 12 contains 60119 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1234 members 
Mstep: Class 15 contains 1759 members 
Mstep: Class 16 contains 40143 members 
Mstep: Class 17 contains 6631 members 
Mstep: Class 18 contains 59451 members 
Mstep: Class 19 contains 5245 members 
Mstep: Class 20 contains 13562 members 
Mstep: Class 21 contains 12304 members 
Mstep: Class 22 contains 7376 members 
Mstep: Class 23 contains 6067 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10153 members 
Mstep: Class 26 contains 15572 members 
Mstep: Class 27 contains 122393 members 
Mstep: Class 28 contains 1332 members 
Mstep: Class 29 contains 1480 members 
Mstep: Class 30 contains 3292 members 
Mstep: Class 31 contains 1027 members 
Mstep: Class 32 contains 4402 members 
Mstep: Class 33 contains 8241 members 
Mstep: Class 34 contains 1319 members 
Mstep: Class 35 contains 6527 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 11207 members 
Mstep: Class 38 contains 2685 members 
Mstep: Class 39 contains 1941 members 
Mstep: Class 40 contains 76218 members 
Mstep: Class 41 contains 6685 members 
Mstep: Class 42 contains 2417 members 
Mstep: Class 43 contains 1286 members 
Mstep: Class 44 contains 3100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443248.000000 Penalty: 98476.570312
Iteration 92Q: 45 clusters Score -8.444325e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 52433 members 
Mstep: Class 3 contains 39889 members 
Mstep: Class 4 contains 11124 members 
Mstep: Class 5 contains 3367 members 
Mstep: Class 6 contains 116165 members 
Mstep: Class 7 contains 126028 members 
Mstep: Class 8 contains 25254 members 
Mstep: Class 9 contains 62697 members 
Mstep: Class 10 contains 15108 members 
Mstep: Class 11 contains 5033 members 
Mstep: Class 12 contains 60125 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1238 members 
Mstep: Class 15 contains 1761 members 
Mstep: Class 16 contains 40117 members 
Mstep: Class 17 contains 6663 members 
Mstep: Class 18 contains 59462 members 
Mstep: Class 19 contains 5249 members 
Mstep: Class 20 contains 13570 members 
Mstep: Class 21 contains 12509 members 
Mstep: Class 22 contains 7370 members 
Mstep: Class 23 contains 6069 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10177 members 
Mstep: Class 26 contains 15596 members 
Mstep: Class 27 contains 122293 members 
Mstep: Class 28 contains 1336 members 
Mstep: Class 29 contains 1479 members 
Mstep: Class 30 contains 3292 members 
Mstep: Class 31 contains 1027 members 
Mstep: Class 32 contains 4406 members 
Mstep: Class 33 contains 8247 members 
Mstep: Class 34 contains 1312 members 
Mstep: Class 35 contains 6552 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 11218 members 
Mstep: Class 38 contains 2689 members 
Mstep: Class 39 contains 1941 members 
Mstep: Class 40 contains 76295 members 
Mstep: Class 41 contains 6704 members 
Mstep: Class 42 contains 2425 members 
Mstep: Class 43 contains 1286 members 
Mstep: Class 44 contains 3103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443232.000000 Penalty: 98476.570312
Iteration 93Q: 45 clusters Score -8.444323e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 52431 members 
Mstep: Class 3 contains 39852 members 
Mstep: Class 4 contains 11126 members 
Mstep: Class 5 contains 3350 members 
Mstep: Class 6 contains 116224 members 
Mstep: Class 7 contains 125968 members 
Mstep: Class 8 contains 25270 members 
Mstep: Class 9 contains 62527 members 
Mstep: Class 10 contains 15107 members 
Mstep: Class 11 contains 5019 members 
Mstep: Class 12 contains 60128 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 1763 members 
Mstep: Class 16 contains 40098 members 
Mstep: Class 17 contains 6686 members 
Mstep: Class 18 contains 59470 members 
Mstep: Class 19 contains 5259 members 
Mstep: Class 20 contains 13571 members 
Mstep: Class 21 contains 12686 members 
Mstep: Class 22 contains 7368 members 
Mstep: Class 23 contains 6072 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10197 members 
Mstep: Class 26 contains 15622 members 
Mstep: Class 27 contains 122207 members 
Mstep: Class 28 contains 1336 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 3294 members 
Mstep: Class 31 contains 1027 members 
Mstep: Class 32 contains 4407 members 
Mstep: Class 33 contains 8255 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 6579 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 11233 members 
Mstep: Class 38 contains 2693 members 
Mstep: Class 39 contains 1942 members 
Mstep: Class 40 contains 76367 members 
Mstep: Class 41 contains 6713 members 
Mstep: Class 42 contains 2429 members 
Mstep: Class 43 contains 1286 members 
Mstep: Class 44 contains 3107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443344.000000 Penalty: 98476.570312
Iteration 94Q: 45 clusters Score -8.444334e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 52434 members 
Mstep: Class 3 contains 39816 members 
Mstep: Class 4 contains 11123 members 
Mstep: Class 5 contains 3335 members 
Mstep: Class 6 contains 116251 members 
Mstep: Class 7 contains 125923 members 
Mstep: Class 8 contains 25290 members 
Mstep: Class 9 contains 62391 members 
Mstep: Class 10 contains 15106 members 
Mstep: Class 11 contains 5014 members 
Mstep: Class 12 contains 60127 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1245 members 
Mstep: Class 15 contains 1763 members 
Mstep: Class 16 contains 40081 members 
Mstep: Class 17 contains 6702 members 
Mstep: Class 18 contains 59470 members 
Mstep: Class 19 contains 5269 members 
Mstep: Class 20 contains 13575 members 
Mstep: Class 21 contains 12854 members 
Mstep: Class 22 contains 7368 members 
Mstep: Class 23 contains 6073 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10212 members 
Mstep: Class 26 contains 15636 members 
Mstep: Class 27 contains 122139 members 
Mstep: Class 28 contains 1338 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 3293 members 
Mstep: Class 31 contains 1027 members 
Mstep: Class 32 contains 4409 members 
Mstep: Class 33 contains 8257 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 6597 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 11251 members 
Mstep: Class 38 contains 2696 members 
Mstep: Class 39 contains 1942 members 
Mstep: Class 40 contains 76430 members 
Mstep: Class 41 contains 6726 members 
Mstep: Class 42 contains 2429 members 
Mstep: Class 43 contains 1287 members 
Mstep: Class 44 contains 3113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443232.000000 Penalty: 98476.570312
Iteration 95Q: 45 clusters Score -8.444323e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 52434 members 
Mstep: Class 3 contains 39752 members 
Mstep: Class 4 contains 11123 members 
Mstep: Class 5 contains 3316 members 
Mstep: Class 6 contains 116250 members 
Mstep: Class 7 contains 125882 members 
Mstep: Class 8 contains 25307 members 
Mstep: Class 9 contains 62300 members 
Mstep: Class 10 contains 15105 members 
Mstep: Class 11 contains 5007 members 
Mstep: Class 12 contains 60126 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1246 members 
Mstep: Class 15 contains 1765 members 
Mstep: Class 16 contains 40072 members 
Mstep: Class 17 contains 6724 members 
Mstep: Class 18 contains 59473 members 
Mstep: Class 19 contains 5276 members 
Mstep: Class 20 contains 13580 members 
Mstep: Class 21 contains 12966 members 
Mstep: Class 22 contains 7361 members 
Mstep: Class 23 contains 6073 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10222 members 
Mstep: Class 26 contains 15657 members 
Mstep: Class 27 contains 122100 members 
Mstep: Class 28 contains 1341 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 3293 members 
Mstep: Class 31 contains 1028 members 
Mstep: Class 32 contains 4411 members 
Mstep: Class 33 contains 8266 members 
Mstep: Class 34 contains 1299 members 
Mstep: Class 35 contains 6611 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 11257 members 
Mstep: Class 38 contains 2703 members 
Mstep: Class 39 contains 1942 members 
Mstep: Class 40 contains 76517 members 
Mstep: Class 41 contains 6739 members 
Mstep: Class 42 contains 2433 members 
Mstep: Class 43 contains 1288 members 
Mstep: Class 44 contains 3120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443352.000000 Penalty: 98476.570312
Iteration 96Q: 45 clusters Score -8.444335e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 52434 members 
Mstep: Class 3 contains 39675 members 
Mstep: Class 4 contains 11123 members 
Mstep: Class 5 contains 3304 members 
Mstep: Class 6 contains 116261 members 
Mstep: Class 7 contains 125851 members 
Mstep: Class 8 contains 25313 members 
Mstep: Class 9 contains 62229 members 
Mstep: Class 10 contains 15103 members 
Mstep: Class 11 contains 5004 members 
Mstep: Class 12 contains 60126 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1246 members 
Mstep: Class 15 contains 1767 members 
Mstep: Class 16 contains 40069 members 
Mstep: Class 17 contains 6732 members 
Mstep: Class 18 contains 59479 members 
Mstep: Class 19 contains 5281 members 
Mstep: Class 20 contains 13577 members 
Mstep: Class 21 contains 13040 members 
Mstep: Class 22 contains 7357 members 
Mstep: Class 23 contains 6072 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10235 members 
Mstep: Class 26 contains 15685 members 
Mstep: Class 27 contains 122059 members 
Mstep: Class 28 contains 1348 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 3296 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4416 members 
Mstep: Class 33 contains 8271 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 6619 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 11263 members 
Mstep: Class 38 contains 2707 members 
Mstep: Class 39 contains 1943 members 
Mstep: Class 40 contains 76608 members 
Mstep: Class 41 contains 6750 members 
Mstep: Class 42 contains 2437 members 
Mstep: Class 43 contains 1289 members 
Mstep: Class 44 contains 3125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443488.000000 Penalty: 98476.570312
Iteration 97Q: 45 clusters Score -8.444349e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 52433 members 
Mstep: Class 3 contains 39562 members 
Mstep: Class 4 contains 11120 members 
Mstep: Class 5 contains 3295 members 
Mstep: Class 6 contains 116276 members 
Mstep: Class 7 contains 125826 members 
Mstep: Class 8 contains 25312 members 
Mstep: Class 9 contains 62191 members 
Mstep: Class 10 contains 15101 members 
Mstep: Class 11 contains 5000 members 
Mstep: Class 12 contains 60129 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1244 members 
Mstep: Class 15 contains 1767 members 
Mstep: Class 16 contains 40070 members 
Mstep: Class 17 contains 6746 members 
Mstep: Class 18 contains 59483 members 
Mstep: Class 19 contains 5290 members 
Mstep: Class 20 contains 13573 members 
Mstep: Class 21 contains 13107 members 
Mstep: Class 22 contains 7355 members 
Mstep: Class 23 contains 6076 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10253 members 
Mstep: Class 26 contains 15713 members 
Mstep: Class 27 contains 122020 members 
Mstep: Class 28 contains 1353 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 3297 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4420 members 
Mstep: Class 33 contains 8277 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 6624 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 11267 members 
Mstep: Class 38 contains 2710 members 
Mstep: Class 39 contains 1944 members 
Mstep: Class 40 contains 76717 members 
Mstep: Class 41 contains 6754 members 
Mstep: Class 42 contains 2444 members 
Mstep: Class 43 contains 1290 members 
Mstep: Class 44 contains 3127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443328.000000 Penalty: 98476.570312
Iteration 98Q: 45 clusters Score -8.444333e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 52431 members 
Mstep: Class 3 contains 39453 members 
Mstep: Class 4 contains 11113 members 
Mstep: Class 5 contains 3291 members 
Mstep: Class 6 contains 116290 members 
Mstep: Class 7 contains 125803 members 
Mstep: Class 8 contains 25315 members 
Mstep: Class 9 contains 62143 members 
Mstep: Class 10 contains 15103 members 
Mstep: Class 11 contains 4997 members 
Mstep: Class 12 contains 60131 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1242 members 
Mstep: Class 15 contains 1768 members 
Mstep: Class 16 contains 40070 members 
Mstep: Class 17 contains 6764 members 
Mstep: Class 18 contains 59489 members 
Mstep: Class 19 contains 5298 members 
Mstep: Class 20 contains 13575 members 
Mstep: Class 21 contains 13163 members 
Mstep: Class 22 contains 7353 members 
Mstep: Class 23 contains 6084 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10263 members 
Mstep: Class 26 contains 15745 members 
Mstep: Class 27 contains 121967 members 
Mstep: Class 28 contains 1355 members 
Mstep: Class 29 contains 1473 members 
Mstep: Class 30 contains 3297 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4425 members 
Mstep: Class 33 contains 8281 members 
Mstep: Class 34 contains 1298 members 
Mstep: Class 35 contains 6631 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 11264 members 
Mstep: Class 38 contains 2713 members 
Mstep: Class 39 contains 1945 members 
Mstep: Class 40 contains 76829 members 
Mstep: Class 41 contains 6767 members 
Mstep: Class 42 contains 2451 members 
Mstep: Class 43 contains 1290 members 
Mstep: Class 44 contains 3126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443320.000000 Penalty: 98476.570312
Iteration 99Q: 45 clusters Score -8.444332e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 52435 members 
Mstep: Class 3 contains 39379 members 
Mstep: Class 4 contains 11104 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 116296 members 
Mstep: Class 7 contains 125779 members 
Mstep: Class 8 contains 25323 members 
Mstep: Class 9 contains 62099 members 
Mstep: Class 10 contains 15101 members 
Mstep: Class 11 contains 4995 members 
Mstep: Class 12 contains 60127 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 1767 members 
Mstep: Class 16 contains 40061 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 59488 members 
Mstep: Class 19 contains 5304 members 
Mstep: Class 20 contains 13574 members 
Mstep: Class 21 contains 13218 members 
Mstep: Class 22 contains 7350 members 
Mstep: Class 23 contains 6089 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10275 members 
Mstep: Class 26 contains 15772 members 
Mstep: Class 27 contains 121927 members 
Mstep: Class 28 contains 1361 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 3296 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4429 members 
Mstep: Class 33 contains 8289 members 
Mstep: Class 34 contains 1298 members 
Mstep: Class 35 contains 6644 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 11268 members 
Mstep: Class 38 contains 2715 members 
Mstep: Class 39 contains 1946 members 
Mstep: Class 40 contains 76929 members 
Mstep: Class 41 contains 6774 members 
Mstep: Class 42 contains 2456 members 
Mstep: Class 43 contains 1290 members 
Mstep: Class 44 contains 3126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443320.000000 Penalty: 98476.570312
Iteration 100F: 45 clusters Score -8.444332e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 52440 members 
Mstep: Class 3 contains 39268 members 
Mstep: Class 4 contains 11094 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 116312 members 
Mstep: Class 7 contains 125750 members 
Mstep: Class 8 contains 25333 members 
Mstep: Class 9 contains 62054 members 
Mstep: Class 10 contains 15099 members 
Mstep: Class 11 contains 4994 members 
Mstep: Class 12 contains 60132 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1239 members 
Mstep: Class 15 contains 1767 members 
Mstep: Class 16 contains 40055 members 
Mstep: Class 17 contains 6769 members 
Mstep: Class 18 contains 59483 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 13567 members 
Mstep: Class 21 contains 13327 members 
Mstep: Class 22 contains 7348 members 
Mstep: Class 23 contains 6094 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10283 members 
Mstep: Class 26 contains 15798 members 
Mstep: Class 27 contains 121837 members 
Mstep: Class 28 contains 1366 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 3296 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4433 members 
Mstep: Class 33 contains 8292 members 
Mstep: Class 34 contains 1298 members 
Mstep: Class 35 contains 6653 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 11280 members 
Mstep: Class 38 contains 2716 members 
Mstep: Class 39 contains 1948 members 
Mstep: Class 40 contains 77055 members 
Mstep: Class 41 contains 6795 members 
Mstep: Class 42 contains 2459 members 
Mstep: Class 43 contains 1291 members 
Mstep: Class 44 contains 3127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443648.000000 Penalty: 98476.570312
Iteration 101Q: 45 clusters Score -8.444365e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 52440 members 
Mstep: Class 3 contains 39167 members 
Mstep: Class 4 contains 11086 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 116321 members 
Mstep: Class 7 contains 125712 members 
Mstep: Class 8 contains 25344 members 
Mstep: Class 9 contains 62006 members 
Mstep: Class 10 contains 15095 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 60135 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1237 members 
Mstep: Class 15 contains 1767 members 
Mstep: Class 16 contains 40047 members 
Mstep: Class 17 contains 6760 members 
Mstep: Class 18 contains 59475 members 
Mstep: Class 19 contains 5316 members 
Mstep: Class 20 contains 13564 members 
Mstep: Class 21 contains 13417 members 
Mstep: Class 22 contains 7345 members 
Mstep: Class 23 contains 6100 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10293 members 
Mstep: Class 26 contains 15825 members 
Mstep: Class 27 contains 121758 members 
Mstep: Class 28 contains 1374 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 3295 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4434 members 
Mstep: Class 33 contains 8300 members 
Mstep: Class 34 contains 1296 members 
Mstep: Class 35 contains 6666 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 11286 members 
Mstep: Class 38 contains 2721 members 
Mstep: Class 39 contains 1948 members 
Mstep: Class 40 contains 77172 members 
Mstep: Class 41 contains 6826 members 
Mstep: Class 42 contains 2462 members 
Mstep: Class 43 contains 1296 members 
Mstep: Class 44 contains 3129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443416.000000 Penalty: 98476.570312
Iteration 102Q: 45 clusters Score -8.444342e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 52441 members 
Mstep: Class 3 contains 39068 members 
Mstep: Class 4 contains 11077 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 116323 members 
Mstep: Class 7 contains 125692 members 
Mstep: Class 8 contains 25360 members 
Mstep: Class 9 contains 61985 members 
Mstep: Class 10 contains 15092 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 60134 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1236 members 
Mstep: Class 15 contains 1767 members 
Mstep: Class 16 contains 40042 members 
Mstep: Class 17 contains 6755 members 
Mstep: Class 18 contains 59469 members 
Mstep: Class 19 contains 5326 members 
Mstep: Class 20 contains 13564 members 
Mstep: Class 21 contains 13487 members 
Mstep: Class 22 contains 7343 members 
Mstep: Class 23 contains 6108 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10309 members 
Mstep: Class 26 contains 15844 members 
Mstep: Class 27 contains 121691 members 
Mstep: Class 28 contains 1374 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 3293 members 
Mstep: Class 31 contains 1031 members 
Mstep: Class 32 contains 4433 members 
Mstep: Class 33 contains 8306 members 
Mstep: Class 34 contains 1295 members 
Mstep: Class 35 contains 6677 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 11294 members 
Mstep: Class 38 contains 2722 members 
Mstep: Class 39 contains 1948 members 
Mstep: Class 40 contains 77278 members 
Mstep: Class 41 contains 6844 members 
Mstep: Class 42 contains 2464 members 
Mstep: Class 43 contains 1298 members 
Mstep: Class 44 contains 3131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443480.000000 Penalty: 98476.570312
Iteration 103Q: 45 clusters Score -8.444348e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 52446 members 
Mstep: Class 3 contains 39005 members 
Mstep: Class 4 contains 11069 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 116324 members 
Mstep: Class 7 contains 125668 members 
Mstep: Class 8 contains 25366 members 
Mstep: Class 9 contains 61953 members 
Mstep: Class 10 contains 15089 members 
Mstep: Class 11 contains 4988 members 
Mstep: Class 12 contains 60133 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1235 members 
Mstep: Class 15 contains 1767 members 
Mstep: Class 16 contains 40027 members 
Mstep: Class 17 contains 6757 members 
Mstep: Class 18 contains 59466 members 
Mstep: Class 19 contains 5337 members 
Mstep: Class 20 contains 13560 members 
Mstep: Class 21 contains 13547 members 
Mstep: Class 22 contains 7339 members 
Mstep: Class 23 contains 6112 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10321 members 
Mstep: Class 26 contains 15867 members 
Mstep: Class 27 contains 121634 members 
Mstep: Class 28 contains 1376 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 3294 members 
Mstep: Class 31 contains 1031 members 
Mstep: Class 32 contains 4433 members 
Mstep: Class 33 contains 8308 members 
Mstep: Class 34 contains 1293 members 
Mstep: Class 35 contains 6686 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 11297 members 
Mstep: Class 38 contains 2723 members 
Mstep: Class 39 contains 1948 members 
Mstep: Class 40 contains 77392 members 
Mstep: Class 41 contains 6851 members 
Mstep: Class 42 contains 2466 members 
Mstep: Class 43 contains 1297 members 
Mstep: Class 44 contains 3134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443664.000000 Penalty: 98476.570312
Iteration 104Q: 45 clusters Score -8.444366e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 52447 members 
Mstep: Class 3 contains 38911 members 
Mstep: Class 4 contains 11065 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 116320 members 
Mstep: Class 7 contains 125638 members 
Mstep: Class 8 contains 25372 members 
Mstep: Class 9 contains 61925 members 
Mstep: Class 10 contains 15087 members 
Mstep: Class 11 contains 4989 members 
Mstep: Class 12 contains 60135 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1235 members 
Mstep: Class 15 contains 1767 members 
Mstep: Class 16 contains 40020 members 
Mstep: Class 17 contains 6756 members 
Mstep: Class 18 contains 59464 members 
Mstep: Class 19 contains 5357 members 
Mstep: Class 20 contains 13559 members 
Mstep: Class 21 contains 13611 members 
Mstep: Class 22 contains 7332 members 
Mstep: Class 23 contains 6114 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10335 members 
Mstep: Class 26 contains 15891 members 
Mstep: Class 27 contains 121570 members 
Mstep: Class 28 contains 1383 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 3294 members 
Mstep: Class 31 contains 1031 members 
Mstep: Class 32 contains 4433 members 
Mstep: Class 33 contains 8309 members 
Mstep: Class 34 contains 1293 members 
Mstep: Class 35 contains 6694 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 11301 members 
Mstep: Class 38 contains 2722 members 
Mstep: Class 39 contains 1948 members 
Mstep: Class 40 contains 77501 members 
Mstep: Class 41 contains 6857 members 
Mstep: Class 42 contains 2465 members 
Mstep: Class 43 contains 1298 members 
Mstep: Class 44 contains 3141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443672.000000 Penalty: 98476.570312
Iteration 105Q: 45 clusters Score -8.444367e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 52450 members 
Mstep: Class 3 contains 38825 members 
Mstep: Class 4 contains 11059 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 116322 members 
Mstep: Class 7 contains 125602 members 
Mstep: Class 8 contains 25378 members 
Mstep: Class 9 contains 61911 members 
Mstep: Class 10 contains 15084 members 
Mstep: Class 11 contains 4986 members 
Mstep: Class 12 contains 60140 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1234 members 
Mstep: Class 15 contains 1767 members 
Mstep: Class 16 contains 40012 members 
Mstep: Class 17 contains 6759 members 
Mstep: Class 18 contains 59460 members 
Mstep: Class 19 contains 5368 members 
Mstep: Class 20 contains 13557 members 
Mstep: Class 21 contains 13671 members 
Mstep: Class 22 contains 7326 members 
Mstep: Class 23 contains 6117 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10352 members 
Mstep: Class 26 contains 15921 members 
Mstep: Class 27 contains 121490 members 
Mstep: Class 28 contains 1382 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 3293 members 
Mstep: Class 31 contains 1031 members 
Mstep: Class 32 contains 4439 members 
Mstep: Class 33 contains 8308 members 
Mstep: Class 34 contains 1292 members 
Mstep: Class 35 contains 6697 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 11306 members 
Mstep: Class 38 contains 2724 members 
Mstep: Class 39 contains 1948 members 
Mstep: Class 40 contains 77619 members 
Mstep: Class 41 contains 6870 members 
Mstep: Class 42 contains 2466 members 
Mstep: Class 43 contains 1298 members 
Mstep: Class 44 contains 3145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443608.000000 Penalty: 98476.570312
Iteration 106Q: 45 clusters Score -8.444361e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 52452 members 
Mstep: Class 3 contains 38753 members 
Mstep: Class 4 contains 11057 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 116316 members 
Mstep: Class 7 contains 125588 members 
Mstep: Class 8 contains 25385 members 
Mstep: Class 9 contains 61899 members 
Mstep: Class 10 contains 15078 members 
Mstep: Class 11 contains 4985 members 
Mstep: Class 12 contains 60143 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1234 members 
Mstep: Class 15 contains 1767 members 
Mstep: Class 16 contains 40002 members 
Mstep: Class 17 contains 6764 members 
Mstep: Class 18 contains 59455 members 
Mstep: Class 19 contains 5382 members 
Mstep: Class 20 contains 13555 members 
Mstep: Class 21 contains 13724 members 
Mstep: Class 22 contains 7324 members 
Mstep: Class 23 contains 6117 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10364 members 
Mstep: Class 26 contains 15946 members 
Mstep: Class 27 contains 121421 members 
Mstep: Class 28 contains 1383 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 3293 members 
Mstep: Class 31 contains 1031 members 
Mstep: Class 32 contains 4445 members 
Mstep: Class 33 contains 8302 members 
Mstep: Class 34 contains 1292 members 
Mstep: Class 35 contains 6701 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 11312 members 
Mstep: Class 38 contains 2724 members 
Mstep: Class 39 contains 1948 members 
Mstep: Class 40 contains 77708 members 
Mstep: Class 41 contains 6875 members 
Mstep: Class 42 contains 2468 members 
Mstep: Class 43 contains 1298 members 
Mstep: Class 44 contains 3149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443592.000000 Penalty: 98476.570312
Iteration 107Q: 45 clusters Score -8.444359e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 52454 members 
Mstep: Class 3 contains 38670 members 
Mstep: Class 4 contains 11055 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 116323 members 
Mstep: Class 7 contains 125567 members 
Mstep: Class 8 contains 25394 members 
Mstep: Class 9 contains 61888 members 
Mstep: Class 10 contains 15074 members 
Mstep: Class 11 contains 4984 members 
Mstep: Class 12 contains 60147 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1234 members 
Mstep: Class 15 contains 1767 members 
Mstep: Class 16 contains 39995 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 59454 members 
Mstep: Class 19 contains 5404 members 
Mstep: Class 20 contains 13550 members 
Mstep: Class 21 contains 13768 members 
Mstep: Class 22 contains 7321 members 
Mstep: Class 23 contains 6117 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10370 members 
Mstep: Class 26 contains 15975 members 
Mstep: Class 27 contains 121351 members 
Mstep: Class 28 contains 1383 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 3294 members 
Mstep: Class 31 contains 1031 members 
Mstep: Class 32 contains 4451 members 
Mstep: Class 33 contains 8296 members 
Mstep: Class 34 contains 1292 members 
Mstep: Class 35 contains 6707 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 11319 members 
Mstep: Class 38 contains 2724 members 
Mstep: Class 39 contains 1948 members 
Mstep: Class 40 contains 77798 members 
Mstep: Class 41 contains 6882 members 
Mstep: Class 42 contains 2468 members 
Mstep: Class 43 contains 1299 members 
Mstep: Class 44 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443536.000000 Penalty: 98476.570312
Iteration 108Q: 45 clusters Score -8.444354e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 52457 members 
Mstep: Class 3 contains 38597 members 
Mstep: Class 4 contains 11052 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 116330 members 
Mstep: Class 7 contains 125552 members 
Mstep: Class 8 contains 25400 members 
Mstep: Class 9 contains 61874 members 
Mstep: Class 10 contains 15069 members 
Mstep: Class 11 contains 4983 members 
Mstep: Class 12 contains 60151 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1234 members 
Mstep: Class 15 contains 1767 members 
Mstep: Class 16 contains 39979 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 59454 members 
Mstep: Class 19 contains 5421 members 
Mstep: Class 20 contains 13542 members 
Mstep: Class 21 contains 13811 members 
Mstep: Class 22 contains 7320 members 
Mstep: Class 23 contains 6117 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10371 members 
Mstep: Class 26 contains 15991 members 
Mstep: Class 27 contains 121292 members 
Mstep: Class 28 contains 1384 members 
Mstep: Class 29 contains 1475 members 
Mstep: Class 30 contains 3293 members 
Mstep: Class 31 contains 1031 members 
Mstep: Class 32 contains 4453 members 
Mstep: Class 33 contains 8294 members 
Mstep: Class 34 contains 1293 members 
Mstep: Class 35 contains 6717 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 11328 members 
Mstep: Class 38 contains 2724 members 
Mstep: Class 39 contains 1948 members 
Mstep: Class 40 contains 77907 members 
Mstep: Class 41 contains 6883 members 
Mstep: Class 42 contains 2467 members 
Mstep: Class 43 contains 1299 members 
Mstep: Class 44 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443584.000000 Penalty: 98476.570312
Iteration 109Q: 45 clusters Score -8.444358e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 52459 members 
Mstep: Class 3 contains 38515 members 
Mstep: Class 4 contains 11050 members 
Mstep: Class 5 contains 3283 members 
Mstep: Class 6 contains 116342 members 
Mstep: Class 7 contains 125533 members 
Mstep: Class 8 contains 25408 members 
Mstep: Class 9 contains 61868 members 
Mstep: Class 10 contains 15066 members 
Mstep: Class 11 contains 4982 members 
Mstep: Class 12 contains 60153 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1234 members 
Mstep: Class 15 contains 1769 members 
Mstep: Class 16 contains 39967 members 
Mstep: Class 17 contains 6775 members 
Mstep: Class 18 contains 59451 members 
Mstep: Class 19 contains 5433 members 
Mstep: Class 20 contains 13539 members 
Mstep: Class 21 contains 13850 members 
Mstep: Class 22 contains 7319 members 
Mstep: Class 23 contains 6117 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10372 members 
Mstep: Class 26 contains 16004 members 
Mstep: Class 27 contains 121228 members 
Mstep: Class 28 contains 1386 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 3292 members 
Mstep: Class 31 contains 1031 members 
Mstep: Class 32 contains 4458 members 
Mstep: Class 33 contains 8292 members 
Mstep: Class 34 contains 1295 members 
Mstep: Class 35 contains 6728 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 11334 members 
Mstep: Class 38 contains 2724 members 
Mstep: Class 39 contains 1946 members 
Mstep: Class 40 contains 78036 members 
Mstep: Class 41 contains 6884 members 
Mstep: Class 42 contains 2466 members 
Mstep: Class 43 contains 1299 members 
Mstep: Class 44 contains 3149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443696.000000 Penalty: 98476.570312
Iteration 110Q: 45 clusters Score -8.44437e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 52460 members 
Mstep: Class 3 contains 38444 members 
Mstep: Class 4 contains 11049 members 
Mstep: Class 5 contains 3282 members 
Mstep: Class 6 contains 116341 members 
Mstep: Class 7 contains 125503 members 
Mstep: Class 8 contains 25416 members 
Mstep: Class 9 contains 61873 members 
Mstep: Class 10 contains 15066 members 
Mstep: Class 11 contains 4980 members 
Mstep: Class 12 contains 60161 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1234 members 
Mstep: Class 15 contains 1770 members 
Mstep: Class 16 contains 39961 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 59448 members 
Mstep: Class 19 contains 5445 members 
Mstep: Class 20 contains 13530 members 
Mstep: Class 21 contains 13884 members 
Mstep: Class 22 contains 7319 members 
Mstep: Class 23 contains 6117 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10369 members 
Mstep: Class 26 contains 16024 members 
Mstep: Class 27 contains 121153 members 
Mstep: Class 28 contains 1389 members 
Mstep: Class 29 contains 1473 members 
Mstep: Class 30 contains 3292 members 
Mstep: Class 31 contains 1031 members 
Mstep: Class 32 contains 4463 members 
Mstep: Class 33 contains 8293 members 
Mstep: Class 34 contains 1295 members 
Mstep: Class 35 contains 6731 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 11335 members 
Mstep: Class 38 contains 2724 members 
Mstep: Class 39 contains 1944 members 
Mstep: Class 40 contains 78177 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 2467 members 
Mstep: Class 43 contains 1299 members 
Mstep: Class 44 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443728.000000 Penalty: 98476.570312
Iteration 111Q: 45 clusters Score -8.444373e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 52462 members 
Mstep: Class 3 contains 38349 members 
Mstep: Class 4 contains 11048 members 
Mstep: Class 5 contains 3281 members 
Mstep: Class 6 contains 116347 members 
Mstep: Class 7 contains 125488 members 
Mstep: Class 8 contains 25423 members 
Mstep: Class 9 contains 61872 members 
Mstep: Class 10 contains 15063 members 
Mstep: Class 11 contains 4976 members 
Mstep: Class 12 contains 60162 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1235 members 
Mstep: Class 15 contains 1772 members 
Mstep: Class 16 contains 39955 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 59444 members 
Mstep: Class 19 contains 5460 members 
Mstep: Class 20 contains 13532 members 
Mstep: Class 21 contains 13917 members 
Mstep: Class 22 contains 7322 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10372 members 
Mstep: Class 26 contains 16044 members 
Mstep: Class 27 contains 121093 members 
Mstep: Class 28 contains 1391 members 
Mstep: Class 29 contains 1473 members 
Mstep: Class 30 contains 3292 members 
Mstep: Class 31 contains 1031 members 
Mstep: Class 32 contains 4467 members 
Mstep: Class 33 contains 8296 members 
Mstep: Class 34 contains 1295 members 
Mstep: Class 35 contains 6737 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 11335 members 
Mstep: Class 38 contains 2725 members 
Mstep: Class 39 contains 1945 members 
Mstep: Class 40 contains 78299 members 
Mstep: Class 41 contains 6884 members 
Mstep: Class 42 contains 2467 members 
Mstep: Class 43 contains 1299 members 
Mstep: Class 44 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443728.000000 Penalty: 98476.570312
Iteration 112Q: 45 clusters Score -8.444373e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 52462 members 
Mstep: Class 3 contains 38283 members 
Mstep: Class 4 contains 11048 members 
Mstep: Class 5 contains 3280 members 
Mstep: Class 6 contains 116342 members 
Mstep: Class 7 contains 125470 members 
Mstep: Class 8 contains 25430 members 
Mstep: Class 9 contains 61852 members 
Mstep: Class 10 contains 15060 members 
Mstep: Class 11 contains 4975 members 
Mstep: Class 12 contains 60170 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1235 members 
Mstep: Class 15 contains 1772 members 
Mstep: Class 16 contains 39947 members 
Mstep: Class 17 contains 6785 members 
Mstep: Class 18 contains 59441 members 
Mstep: Class 19 contains 5472 members 
Mstep: Class 20 contains 13536 members 
Mstep: Class 21 contains 13953 members 
Mstep: Class 22 contains 7324 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10377 members 
Mstep: Class 26 contains 16057 members 
Mstep: Class 27 contains 121037 members 
Mstep: Class 28 contains 1390 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 3292 members 
Mstep: Class 31 contains 1031 members 
Mstep: Class 32 contains 4479 members 
Mstep: Class 33 contains 8299 members 
Mstep: Class 34 contains 1295 members 
Mstep: Class 35 contains 6743 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 11337 members 
Mstep: Class 38 contains 2725 members 
Mstep: Class 39 contains 1945 members 
Mstep: Class 40 contains 78409 members 
Mstep: Class 41 contains 6881 members 
Mstep: Class 42 contains 2467 members 
Mstep: Class 43 contains 1299 members 
Mstep: Class 44 contains 3152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443808.000000 Penalty: 98476.570312
Iteration 113Q: 45 clusters Score -8.444381e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 52462 members 
Mstep: Class 3 contains 38214 members 
Mstep: Class 4 contains 11048 members 
Mstep: Class 5 contains 3280 members 
Mstep: Class 6 contains 116332 members 
Mstep: Class 7 contains 125442 members 
Mstep: Class 8 contains 25438 members 
Mstep: Class 9 contains 61845 members 
Mstep: Class 10 contains 15057 members 
Mstep: Class 11 contains 4972 members 
Mstep: Class 12 contains 60179 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1235 members 
Mstep: Class 15 contains 1772 members 
Mstep: Class 16 contains 39942 members 
Mstep: Class 17 contains 6784 members 
Mstep: Class 18 contains 59434 members 
Mstep: Class 19 contains 5493 members 
Mstep: Class 20 contains 13534 members 
Mstep: Class 21 contains 13988 members 
Mstep: Class 22 contains 7323 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10378 members 
Mstep: Class 26 contains 16066 members 
Mstep: Class 27 contains 120998 members 
Mstep: Class 28 contains 1394 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 3292 members 
Mstep: Class 31 contains 1031 members 
Mstep: Class 32 contains 4489 members 
Mstep: Class 33 contains 8303 members 
Mstep: Class 34 contains 1294 members 
Mstep: Class 35 contains 6745 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 11341 members 
Mstep: Class 38 contains 2725 members 
Mstep: Class 39 contains 1945 members 
Mstep: Class 40 contains 78514 members 
Mstep: Class 41 contains 6880 members 
Mstep: Class 42 contains 2467 members 
Mstep: Class 43 contains 1299 members 
Mstep: Class 44 contains 3153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443808.000000 Penalty: 98476.570312
Iteration 114Q: 45 clusters Score -8.444381e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 52462 members 
Mstep: Class 3 contains 38162 members 
Mstep: Class 4 contains 11048 members 
Mstep: Class 5 contains 3280 members 
Mstep: Class 6 contains 116319 members 
Mstep: Class 7 contains 125429 members 
Mstep: Class 8 contains 25441 members 
Mstep: Class 9 contains 61837 members 
Mstep: Class 10 contains 15053 members 
Mstep: Class 11 contains 4973 members 
Mstep: Class 12 contains 60184 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1235 members 
Mstep: Class 15 contains 1772 members 
Mstep: Class 16 contains 39933 members 
Mstep: Class 17 contains 6781 members 
Mstep: Class 18 contains 59431 members 
Mstep: Class 19 contains 5506 members 
Mstep: Class 20 contains 13532 members 
Mstep: Class 21 contains 14023 members 
Mstep: Class 22 contains 7326 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10375 members 
Mstep: Class 26 contains 16088 members 
Mstep: Class 27 contains 120955 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 3291 members 
Mstep: Class 31 contains 1031 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 8300 members 
Mstep: Class 34 contains 1291 members 
Mstep: Class 35 contains 6745 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 11345 members 
Mstep: Class 38 contains 2723 members 
Mstep: Class 39 contains 1945 members 
Mstep: Class 40 contains 78625 members 
Mstep: Class 41 contains 6880 members 
Mstep: Class 42 contains 2468 members 
Mstep: Class 43 contains 1299 members 
Mstep: Class 44 contains 3156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443904.000000 Penalty: 98476.570312
Iteration 115Q: 45 clusters Score -8.44439e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 52462 members 
Mstep: Class 3 contains 38073 members 
Mstep: Class 4 contains 11048 members 
Mstep: Class 5 contains 3280 members 
Mstep: Class 6 contains 116318 members 
Mstep: Class 7 contains 125422 members 
Mstep: Class 8 contains 25445 members 
Mstep: Class 9 contains 61804 members 
Mstep: Class 10 contains 15048 members 
Mstep: Class 11 contains 4971 members 
Mstep: Class 12 contains 60189 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1235 members 
Mstep: Class 15 contains 1772 members 
Mstep: Class 16 contains 39925 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 59425 members 
Mstep: Class 19 contains 5513 members 
Mstep: Class 20 contains 13532 members 
Mstep: Class 21 contains 14058 members 
Mstep: Class 22 contains 7332 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10374 members 
Mstep: Class 26 contains 16102 members 
Mstep: Class 27 contains 120919 members 
Mstep: Class 28 contains 1391 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 3291 members 
Mstep: Class 31 contains 1031 members 
Mstep: Class 32 contains 4503 members 
Mstep: Class 33 contains 8296 members 
Mstep: Class 34 contains 1289 members 
Mstep: Class 35 contains 6748 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 11351 members 
Mstep: Class 38 contains 2724 members 
Mstep: Class 39 contains 1945 members 
Mstep: Class 40 contains 78757 members 
Mstep: Class 41 contains 6881 members 
Mstep: Class 42 contains 2469 members 
Mstep: Class 43 contains 1299 members 
Mstep: Class 44 contains 3158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444088.000000 Penalty: 98476.570312
Iteration 116Q: 45 clusters Score -8.444409e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 52462 members 
Mstep: Class 3 contains 37986 members 
Mstep: Class 4 contains 11048 members 
Mstep: Class 5 contains 3280 members 
Mstep: Class 6 contains 116315 members 
Mstep: Class 7 contains 125414 members 
Mstep: Class 8 contains 25457 members 
Mstep: Class 9 contains 61798 members 
Mstep: Class 10 contains 15043 members 
Mstep: Class 11 contains 4969 members 
Mstep: Class 12 contains 60192 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1235 members 
Mstep: Class 15 contains 1772 members 
Mstep: Class 16 contains 39919 members 
Mstep: Class 17 contains 6787 members 
Mstep: Class 18 contains 59422 members 
Mstep: Class 19 contains 5525 members 
Mstep: Class 20 contains 13533 members 
Mstep: Class 21 contains 14085 members 
Mstep: Class 22 contains 7335 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10375 members 
Mstep: Class 26 contains 16115 members 
Mstep: Class 27 contains 120861 members 
Mstep: Class 28 contains 1388 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 3291 members 
Mstep: Class 31 contains 1031 members 
Mstep: Class 32 contains 4513 members 
Mstep: Class 33 contains 8289 members 
Mstep: Class 34 contains 1288 members 
Mstep: Class 35 contains 6754 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 11354 members 
Mstep: Class 38 contains 2726 members 
Mstep: Class 39 contains 1945 members 
Mstep: Class 40 contains 78891 members 
Mstep: Class 41 contains 6884 members 
Mstep: Class 42 contains 2470 members 
Mstep: Class 43 contains 1299 members 
Mstep: Class 44 contains 3158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443960.000000 Penalty: 98476.570312
Iteration 117Q: 45 clusters Score -8.444396e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 52462 members 
Mstep: Class 3 contains 37902 members 
Mstep: Class 4 contains 11048 members 
Mstep: Class 5 contains 3280 members 
Mstep: Class 6 contains 116317 members 
Mstep: Class 7 contains 125398 members 
Mstep: Class 8 contains 25458 members 
Mstep: Class 9 contains 61800 members 
Mstep: Class 10 contains 15041 members 
Mstep: Class 11 contains 4969 members 
Mstep: Class 12 contains 60192 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1235 members 
Mstep: Class 15 contains 1772 members 
Mstep: Class 16 contains 39911 members 
Mstep: Class 17 contains 6792 members 
Mstep: Class 18 contains 59424 members 
Mstep: Class 19 contains 5537 members 
Mstep: Class 20 contains 13530 members 
Mstep: Class 21 contains 14105 members 
Mstep: Class 22 contains 7333 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10376 members 
Mstep: Class 26 contains 16140 members 
Mstep: Class 27 contains 120805 members 
Mstep: Class 28 contains 1384 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 3291 members 
Mstep: Class 31 contains 1031 members 
Mstep: Class 32 contains 4526 members 
Mstep: Class 33 contains 8289 members 
Mstep: Class 34 contains 1286 members 
Mstep: Class 35 contains 6769 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 11355 members 
Mstep: Class 38 contains 2726 members 
Mstep: Class 39 contains 1945 members 
Mstep: Class 40 contains 79014 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 2470 members 
Mstep: Class 43 contains 1299 members 
Mstep: Class 44 contains 3159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444136.000000 Penalty: 98476.570312
Iteration 118Q: 45 clusters Score -8.444414e+07 nChanged 574
Entering ConstructFrom: 
Score: -84444136.000000 Penalty: 98476.570312
Entering ConstructFrom: 
Trying to split cluster 1 (2476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Entering Unmasked Estep 
Score: -236931.062500 Penalty: 1269.839966
	Iteration 0F: 2 clusters Score -236931.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -234546.656250 Penalty: 2539.679932
	Iteration 0F: 3 clusters Score -234546.7 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -235114.125000 Penalty: 2539.679932
	Iteration 1F: 3 clusters Score -235114.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -235229.171875 Penalty: 2539.679932
	Iteration 2F: 3 clusters Score -235229.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -235300.937500 Penalty: 2539.679932
	Iteration 3F: 3 clusters Score -235300.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -235347.484375 Penalty: 2539.679932
	Iteration 4Q: 3 clusters Score -235347.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -235381.468750 Penalty: 2539.679932
	Iteration 5Q: 3 clusters Score -235381.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -235412.968750 Penalty: 2539.679932
	Iteration 6Q: 3 clusters Score -235413 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -235437.843750 Penalty: 2539.679932
	Iteration 7Q: 3 clusters Score -235437.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -235469.062500 Penalty: 2539.679932
	Iteration 8Q: 3 clusters Score -235469.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -235498.515625 Penalty: 2539.679932
	Iteration 9Q: 3 clusters Score -235498.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -235536.093750 Penalty: 2539.679932
	Iteration 10Q: 3 clusters Score -235536.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -235560.812500 Penalty: 2539.679932
	Iteration 11Q: 3 clusters Score -235560.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -235588.281250 Penalty: 2539.679932
	Iteration 12Q: 3 clusters Score -235588.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -235623.781250 Penalty: 2539.679932
	Iteration 13Q: 3 clusters Score -235623.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -235665.593750 Penalty: 2539.679932
	Iteration 14Q: 3 clusters Score -235665.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -235702.109375 Penalty: 2539.679932
	Iteration 15Q: 3 clusters Score -235702.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -235735.937500 Penalty: 2539.679932
	Iteration 16Q: 3 clusters Score -235735.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -235756.968750 Penalty: 2539.679932
	Iteration 17Q: 3 clusters Score -235757 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -235778.734375 Penalty: 2539.679932
	Iteration 18Q: 3 clusters Score -235778.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -235798.093750 Penalty: 2539.679932
	Iteration 19Q: 3 clusters Score -235798.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -235813.390625 Penalty: 2539.679932
	Iteration 20F: 3 clusters Score -235813.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -235824.765625 Penalty: 2539.679932
	Iteration 21Q: 3 clusters Score -235824.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -235835.781250 Penalty: 2539.679932
	Iteration 22Q: 3 clusters Score -235835.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -235843.343750 Penalty: 2539.679932
	Iteration 23Q: 3 clusters Score -235843.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -235848.140625 Penalty: 2539.679932
	Iteration 24Q: 3 clusters Score -235848.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -235853.140625 Penalty: 2539.679932
	Iteration 25Q: 3 clusters Score -235853.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -235857.781250 Penalty: 2539.679932
	Iteration 26Q: 3 clusters Score -235857.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -235861.750000 Penalty: 2539.679932
	Iteration 27Q: 3 clusters Score -235861.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -235862.781250 Penalty: 2539.679932
	Iteration 28Q: 3 clusters Score -235862.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -235864.343750 Penalty: 2539.679932
	Iteration 29Q: 3 clusters Score -235864.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -235866.000000 Penalty: 2539.679932
	Iteration 30Q: 3 clusters Score -235866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -235867.953125 Penalty: 2539.679932
	Iteration 31Q: 3 clusters Score -235868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -235869.890625 Penalty: 2539.679932
	Iteration 32Q: 3 clusters Score -235869.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -235870.843750 Penalty: 2539.679932
	Iteration 33Q: 3 clusters Score -235870.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -235872.640625 Penalty: 2539.679932
	Iteration 34Q: 3 clusters Score -235872.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -235872.421875 Penalty: 2539.679932
	Iteration 35Q: 3 clusters Score -235872.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -235872.421875 Penalty: 2539.679932
	Iteration 36F: 3 clusters Score -235872.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (52462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52462 members 
Entering Unmasked Estep 
Score: -4694569.000000 Penalty: 1766.024780
	Iteration 0F: 2 clusters Score -4694569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -4659440.000000 Penalty: 3532.049561
	Iteration 0F: 3 clusters Score -4659440 nChanged 24630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -4673582.000000 Penalty: 3532.049561
	Iteration 1F: 3 clusters Score -4673582 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -4674468.500000 Penalty: 3532.049561
	Iteration 2Q: 3 clusters Score -4674468 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -4675641.000000 Penalty: 3532.049561
	Iteration 3F: 3 clusters Score -4675641 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -4677413.000000 Penalty: 3532.049561
	Iteration 4F: 3 clusters Score -4677413 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -4679847.000000 Penalty: 3532.049561
	Iteration 5F: 3 clusters Score -4679847 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -4682847.000000 Penalty: 3532.049561
	Iteration 6F: 3 clusters Score -4682847 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45185 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -4686055.500000 Penalty: 3532.049561
	Iteration 7F: 3 clusters Score -4686056 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48350 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -4689063.000000 Penalty: 3532.049561
	Iteration 8F: 3 clusters Score -4689063 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50536 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -4691200.000000 Penalty: 3532.049561
	Iteration 9Q: 3 clusters Score -4691200 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51672 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4692311.000000 Penalty: 3532.049561
	Iteration 10Q: 3 clusters Score -4692311 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52085 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4692753.000000 Penalty: 3532.049561
	Iteration 11Q: 3 clusters Score -4692753 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52205 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4692921.000000 Penalty: 3532.049561
	Iteration 12Q: 3 clusters Score -4692921 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4692989.000000 Penalty: 3532.049561
	Iteration 13Q: 3 clusters Score -4692989 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52257 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -4693017.500000 Penalty: 3532.049561
	Iteration 14Q: 3 clusters Score -4693018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52269 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -4693042.000000 Penalty: 3532.049561
	Iteration 15Q: 3 clusters Score -4693042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52279 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -4693066.000000 Penalty: 3532.049561
	Iteration 16Q: 3 clusters Score -4693066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52283 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -4693078.000000 Penalty: 3532.049561
	Iteration 17Q: 3 clusters Score -4693078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52287 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -4693094.500000 Penalty: 3532.049561
	Iteration 18Q: 3 clusters Score -4693094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52289 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -4693105.000000 Penalty: 3532.049561
	Iteration 19Q: 3 clusters Score -4693105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52287 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -4693121.000000 Penalty: 3532.049561
	Iteration 20F: 3 clusters Score -4693121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -4693123.500000 Penalty: 3532.049561
	Iteration 21Q: 3 clusters Score -4693124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52291 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -4693139.500000 Penalty: 3532.049561
	Iteration 22Q: 3 clusters Score -4693140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52292 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -4693144.000000 Penalty: 3532.049561
	Iteration 23Q: 3 clusters Score -4693144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52294 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -4693147.000000 Penalty: 3532.049561
	Iteration 24Q: 3 clusters Score -4693147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52294 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -4693147.000000 Penalty: 3532.049561
	Iteration 25F: 3 clusters Score -4693147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (37816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Entering Unmasked Estep 
Score: -3453015.500000 Penalty: 1712.829224
	Iteration 0F: 2 clusters Score -3453016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -3427564.750000 Penalty: 3425.658447
	Iteration 0F: 3 clusters Score -3427565 nChanged 17652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -3437515.250000 Penalty: 3425.658447
	Iteration 1F: 3 clusters Score -3437515 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -3438324.750000 Penalty: 3425.658447
	Iteration 2F: 3 clusters Score -3438325 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -3439509.750000 Penalty: 3425.658447
	Iteration 3F: 3 clusters Score -3439510 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -3441397.750000 Penalty: 3425.658447
	Iteration 4F: 3 clusters Score -3441398 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -3444023.000000 Penalty: 3425.658447
	Iteration 5F: 3 clusters Score -3444023 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -3446748.000000 Penalty: 3425.658447
	Iteration 6F: 3 clusters Score -3446748 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -3448854.500000 Penalty: 3425.658447
	Iteration 7F: 3 clusters Score -3448854 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -3450160.750000 Penalty: 3425.658447
	Iteration 8Q: 3 clusters Score -3450161 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -3450987.750000 Penalty: 3425.658447
	Iteration 9Q: 3 clusters Score -3450988 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3451484.500000 Penalty: 3425.658447
	Iteration 10Q: 3 clusters Score -3451484 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -3451778.750000 Penalty: 3425.658447
	Iteration 11Q: 3 clusters Score -3451779 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3451895.000000 Penalty: 3425.658447
	Iteration 12Q: 3 clusters Score -3451895 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3451952.500000 Penalty: 3425.658447
	Iteration 13Q: 3 clusters Score -3451952 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3451974.000000 Penalty: 3425.658447
	Iteration 14Q: 3 clusters Score -3451974 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3451996.000000 Penalty: 3425.658447
	Iteration 15Q: 3 clusters Score -3451996 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -3452015.750000 Penalty: 3425.658447
	Iteration 16Q: 3 clusters Score -3452016 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3452026.000000 Penalty: 3425.658447
	Iteration 17Q: 3 clusters Score -3452026 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -3452042.000000 Penalty: 3425.658447
	Iteration 18Q: 3 clusters Score -3452042 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -3452040.000000 Penalty: 3425.658447
	Iteration 19Q: 3 clusters Score -3452040 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -3452055.750000 Penalty: 3425.658447
	Iteration 20F: 3 clusters Score -3452056 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3452055.500000 Penalty: 3425.658447
	Iteration 21Q: 3 clusters Score -3452056 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3452071.750000 Penalty: 3425.658447
	Iteration 22Q: 3 clusters Score -3452072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3452083.500000 Penalty: 3425.658447
	Iteration 23Q: 3 clusters Score -3452084 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -3452085.500000 Penalty: 3425.658447
	Iteration 24Q: 3 clusters Score -3452086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -3452085.750000 Penalty: 3425.658447
	Iteration 25Q: 3 clusters Score -3452086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -3452091.250000 Penalty: 3425.658447
	Iteration 26Q: 3 clusters Score -3452091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -3452095.250000 Penalty: 3425.658447
	Iteration 27Q: 3 clusters Score -3452095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3452098.000000 Penalty: 3425.658447
	Iteration 28Q: 3 clusters Score -3452098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -3452100.250000 Penalty: 3425.658447
	Iteration 29Q: 3 clusters Score -3452100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -3452094.750000 Penalty: 3425.658447
	Iteration 30Q: 3 clusters Score -3452095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -3452097.000000 Penalty: 3425.658447
	Iteration 31Q: 3 clusters Score -3452097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3452099.750000 Penalty: 3425.658447
	Iteration 32Q: 3 clusters Score -3452100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -3452100.250000 Penalty: 3425.658447
	Iteration 33Q: 3 clusters Score -3452100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -3452105.000000 Penalty: 3425.658447
	Iteration 34Q: 3 clusters Score -3452105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -3452105.750000 Penalty: 3425.658447
	Iteration 35Q: 3 clusters Score -3452106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3452110.750000 Penalty: 3425.658447
	Iteration 36Q: 3 clusters Score -3452111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -3452109.500000 Penalty: 3425.658447
	Iteration 37Q: 3 clusters Score -3452110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -3452112.000000 Penalty: 3425.658447
	Iteration 38Q: 3 clusters Score -3452112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3452116.250000 Penalty: 3425.658447
	Iteration 39Q: 3 clusters Score -3452116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -3452119.750000 Penalty: 3425.658447
	Iteration 40F: 3 clusters Score -3452120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -3452116.750000 Penalty: 3425.658447
	Iteration 41Q: 3 clusters Score -3452117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -3452123.000000 Penalty: 3425.658447
	Iteration 42Q: 3 clusters Score -3452123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -3452121.000000 Penalty: 3425.658447
	Iteration 43Q: 3 clusters Score -3452121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -3452125.000000 Penalty: 3425.658447
	Iteration 44Q: 3 clusters Score -3452125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -3452123.000000 Penalty: 3425.658447
	Iteration 45Q: 3 clusters Score -3452123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -3452121.750000 Penalty: 3425.658447
	Iteration 46Q: 3 clusters Score -3452122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -3452125.500000 Penalty: 3425.658447
	Iteration 47Q: 3 clusters Score -3452126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -3452125.500000 Penalty: 3425.658447
	Iteration 48Q: 3 clusters Score -3452126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -3452119.250000 Penalty: 3425.658447
	Iteration 49Q: 3 clusters Score -3452119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -3452116.000000 Penalty: 3425.658447
	Iteration 50Q: 3 clusters Score -3452116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -3452114.500000 Penalty: 3425.658447
	Iteration 51Q: 3 clusters Score -3452114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -3452117.000000 Penalty: 3425.658447
	Iteration 52Q: 3 clusters Score -3452117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -3452120.750000 Penalty: 3425.658447
	Iteration 53Q: 3 clusters Score -3452121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -3452120.750000 Penalty: 3425.658447
	Iteration 54F: 3 clusters Score -3452121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Entering Unmasked Estep 
Score: -902841.187500 Penalty: 1512.875732
	Iteration 0F: 2 clusters Score -902841.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -895071.562500 Penalty: 3025.751465
	Iteration 0F: 3 clusters Score -895071.6 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -898165.250000 Penalty: 3025.751465
	Iteration 1F: 3 clusters Score -898165.2 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -898963.750000 Penalty: 3025.751465
	Iteration 2F: 3 clusters Score -898963.8 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -899708.312500 Penalty: 3025.751465
	Iteration 3F: 3 clusters Score -899708.3 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -900340.687500 Penalty: 3025.751465
	Iteration 4F: 3 clusters Score -900340.7 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -900912.250000 Penalty: 3025.751465
	Iteration 5F: 3 clusters Score -900912.2 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -901365.812500 Penalty: 3025.751465
	Iteration 6F: 3 clusters Score -901365.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -901674.812500 Penalty: 3025.751465
	Iteration 7Q: 3 clusters Score -901674.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -901876.187500 Penalty: 3025.751465
	Iteration 8Q: 3 clusters Score -901876.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -902018.562500 Penalty: 3025.751465
	Iteration 9Q: 3 clusters Score -902018.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -902115.562500 Penalty: 3025.751465
	Iteration 10Q: 3 clusters Score -902115.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -902195.562500 Penalty: 3025.751465
	Iteration 11Q: 3 clusters Score -902195.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -902247.812500 Penalty: 3025.751465
	Iteration 12Q: 3 clusters Score -902247.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -902292.875000 Penalty: 3025.751465
	Iteration 13Q: 3 clusters Score -902292.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -902320.687500 Penalty: 3025.751465
	Iteration 14Q: 3 clusters Score -902320.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -902340.125000 Penalty: 3025.751465
	Iteration 15Q: 3 clusters Score -902340.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -902358.062500 Penalty: 3025.751465
	Iteration 16Q: 3 clusters Score -902358.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -902367.750000 Penalty: 3025.751465
	Iteration 17Q: 3 clusters Score -902367.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -902374.812500 Penalty: 3025.751465
	Iteration 18Q: 3 clusters Score -902374.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -902377.687500 Penalty: 3025.751465
	Iteration 19Q: 3 clusters Score -902377.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -902383.437500 Penalty: 3025.751465
	Iteration 20F: 3 clusters Score -902383.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -902384.750000 Penalty: 3025.751465
	Iteration 21Q: 3 clusters Score -902384.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -902385.750000 Penalty: 3025.751465
	Iteration 22Q: 3 clusters Score -902385.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -902387.000000 Penalty: 3025.751465
	Iteration 23Q: 3 clusters Score -902387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -902387.062500 Penalty: 3025.751465
	Iteration 24Q: 3 clusters Score -902387.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -902388.687500 Penalty: 3025.751465
	Iteration 25Q: 3 clusters Score -902388.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -902392.437500 Penalty: 3025.751465
	Iteration 26Q: 3 clusters Score -902392.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -902389.937500 Penalty: 3025.751465
	Iteration 27Q: 3 clusters Score -902389.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -902391.625000 Penalty: 3025.751465
	Iteration 28Q: 3 clusters Score -902391.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -902393.125000 Penalty: 3025.751465
	Iteration 29Q: 3 clusters Score -902393.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -902394.687500 Penalty: 3025.751465
	Iteration 30Q: 3 clusters Score -902394.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -902399.187500 Penalty: 3025.751465
	Iteration 31Q: 3 clusters Score -902399.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -902399.750000 Penalty: 3025.751465
	Iteration 32Q: 3 clusters Score -902399.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -902403.062500 Penalty: 3025.751465
	Iteration 33Q: 3 clusters Score -902403.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -902406.625000 Penalty: 3025.751465
	Iteration 34Q: 3 clusters Score -902406.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -902407.500000 Penalty: 3025.751465
	Iteration 35Q: 3 clusters Score -902407.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -902410.437500 Penalty: 3025.751465
	Iteration 36Q: 3 clusters Score -902410.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -902412.312500 Penalty: 3025.751465
	Iteration 37Q: 3 clusters Score -902412.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -902413.562500 Penalty: 3025.751465
	Iteration 38Q: 3 clusters Score -902413.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -902415.500000 Penalty: 3025.751465
	Iteration 39Q: 3 clusters Score -902415.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -902414.125000 Penalty: 3025.751465
	Iteration 40F: 3 clusters Score -902414.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -902415.687500 Penalty: 3025.751465
	Iteration 41Q: 3 clusters Score -902415.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -902416.125000 Penalty: 3025.751465
	Iteration 42Q: 3 clusters Score -902416.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -902418.187500 Penalty: 3025.751465
	Iteration 43Q: 3 clusters Score -902418.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -902419.187500 Penalty: 3025.751465
	Iteration 44Q: 3 clusters Score -902419.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -902417.812500 Penalty: 3025.751465
	Iteration 45Q: 3 clusters Score -902417.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -902418.062500 Penalty: 3025.751465
	Iteration 46Q: 3 clusters Score -902418.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -902418.062500 Penalty: 3025.751465
	Iteration 47F: 3 clusters Score -902418.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Entering Unmasked Estep 
Score: -281417.562500 Penalty: 1315.534668
	Iteration 0F: 2 clusters Score -281417.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -278466.875000 Penalty: 2631.069336
	Iteration 0F: 3 clusters Score -278466.9 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -279228.781250 Penalty: 2631.069336
	Iteration 1F: 3 clusters Score -279228.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -279464.562500 Penalty: 2631.069336
	Iteration 2F: 3 clusters Score -279464.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -279777.312500 Penalty: 2631.069336
	Iteration 3F: 3 clusters Score -279777.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -280120.687500 Penalty: 2631.069336
	Iteration 4F: 3 clusters Score -280120.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -280432.125000 Penalty: 2631.069336
	Iteration 5F: 3 clusters Score -280432.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -280672.750000 Penalty: 2631.069336
	Iteration 6F: 3 clusters Score -280672.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -280872.281250 Penalty: 2631.069336
	Iteration 7Q: 3 clusters Score -280872.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -281098.468750 Penalty: 2631.069336
	Iteration 8Q: 3 clusters Score -281098.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -281264.750000 Penalty: 2631.069336
	Iteration 9Q: 3 clusters Score -281264.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -281353.468750 Penalty: 2631.069336
	Iteration 10Q: 3 clusters Score -281353.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -281410.000000 Penalty: 2631.069336
	Iteration 11Q: 3 clusters Score -281410 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -281435.656250 Penalty: 2631.069336
	Iteration 12Q: 3 clusters Score -281435.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -281450.562500 Penalty: 2631.069336
	Iteration 13Q: 3 clusters Score -281450.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -281456.812500 Penalty: 2631.069336
	Iteration 14Q: 3 clusters Score -281456.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -281460.093750 Penalty: 2631.069336
	Iteration 15Q: 3 clusters Score -281460.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -281460.656250 Penalty: 2631.069336
	Iteration 16Q: 3 clusters Score -281460.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -281461.125000 Penalty: 2631.069336
	Iteration 17Q: 3 clusters Score -281461.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -281460.968750 Penalty: 2631.069336
	Iteration 18Q: 3 clusters Score -281461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -281460.968750 Penalty: 2631.069336
	Iteration 19F: 3 clusters Score -281461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 52462 members 
Mstep: Class 3 contains 37816 members 
Mstep: Class 4 contains 11048 members 
Mstep: Class 5 contains 2232 members 
Mstep: Class 6 contains 116320 members 
Mstep: Class 7 contains 125392 members 
Mstep: Class 8 contains 25472 members 
Mstep: Class 9 contains 61784 members 
Mstep: Class 10 contains 15036 members 
Mstep: Class 11 contains 4968 members 
Mstep: Class 12 contains 60193 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1235 members 
Mstep: Class 15 contains 1772 members 
Mstep: Class 16 contains 39900 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 59425 members 
Mstep: Class 19 contains 5552 members 
Mstep: Class 20 contains 13531 members 
Mstep: Class 21 contains 14122 members 
Mstep: Class 22 contains 7334 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10377 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 120770 members 
Mstep: Class 28 contains 1386 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 3291 members 
Mstep: Class 31 contains 1031 members 
Mstep: Class 32 contains 4530 members 
Mstep: Class 33 contains 8291 members 
Mstep: Class 34 contains 1287 members 
Mstep: Class 35 contains 6780 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 11360 members 
Mstep: Class 38 contains 2726 members 
Mstep: Class 39 contains 1945 members 
Mstep: Class 40 contains 79121 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 2470 members 
Mstep: Class 43 contains 1299 members 
Mstep: Class 44 contains 3161 members 
Mstep: Class 45 contains 1048 members 
Entering Unmasked Estep 
Score: -84443304.000000 Penalty: 100714.671875
Splitting cluster 5 changes total score from -84444136.000000 to -84443304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (116320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116320 members 
Entering Unmasked Estep 
Score: -10697930.000000 Penalty: 1895.416382
	Iteration 0F: 2 clusters Score -1.069793e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58080 members 
Mstep: Class 2 contains 58240 members 
Entering Unmasked Estep 
Score: -10620248.000000 Penalty: 3790.832764
	Iteration 0F: 3 clusters Score -1.062025e+07 nChanged 55738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56314 members 
Mstep: Class 2 contains 60006 members 
Entering Unmasked Estep 
Score: -10652651.000000 Penalty: 3790.832764
	Iteration 1F: 3 clusters Score -1.065265e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55162 members 
Mstep: Class 2 contains 61158 members 
Entering Unmasked Estep 
Score: -10653525.000000 Penalty: 3790.832764
	Iteration 2Q: 3 clusters Score -1.065352e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53373 members 
Mstep: Class 2 contains 62947 members 
Entering Unmasked Estep 
Score: -10654646.000000 Penalty: 3790.832764
	Iteration 3Q: 3 clusters Score -1.065465e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50628 members 
Mstep: Class 2 contains 65692 members 
Entering Unmasked Estep 
Score: -10656371.000000 Penalty: 3790.832764
	Iteration 4Q: 3 clusters Score -1.065637e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46733 members 
Mstep: Class 2 contains 69587 members 
Entering Unmasked Estep 
Score: -10659231.000000 Penalty: 3790.832764
	Iteration 5Q: 3 clusters Score -1.065923e+07 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 74822 members 
Entering Unmasked Estep 
Score: -10663278.000000 Penalty: 3790.832764
	Iteration 6F: 3 clusters Score -1.066328e+07 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 81240 members 
Entering Unmasked Estep 
Score: -10668905.000000 Penalty: 3790.832764
	Iteration 7F: 3 clusters Score -1.06689e+07 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 87945 members 
Entering Unmasked Estep 
Score: -10675112.000000 Penalty: 3790.832764
	Iteration 8F: 3 clusters Score -1.067511e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 93872 members 
Entering Unmasked Estep 
Score: -10680527.000000 Penalty: 3790.832764
	Iteration 9F: 3 clusters Score -1.068053e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 98630 members 
Entering Unmasked Estep 
Score: -10684644.000000 Penalty: 3790.832764
	Iteration 10Q: 3 clusters Score -1.068464e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 102274 members 
Entering Unmasked Estep 
Score: -10687710.000000 Penalty: 3790.832764
	Iteration 11Q: 3 clusters Score -1.068771e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 105141 members 
Entering Unmasked Estep 
Score: -10689888.000000 Penalty: 3790.832764
	Iteration 12Q: 3 clusters Score -1.068989e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 107372 members 
Entering Unmasked Estep 
Score: -10691456.000000 Penalty: 3790.832764
	Iteration 13Q: 3 clusters Score -1.069146e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 109175 members 
Entering Unmasked Estep 
Score: -10692666.000000 Penalty: 3790.832764
	Iteration 14Q: 3 clusters Score -1.069267e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 110608 members 
Entering Unmasked Estep 
Score: -10693671.000000 Penalty: 3790.832764
	Iteration 15Q: 3 clusters Score -1.069367e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 111737 members 
Entering Unmasked Estep 
Score: -10694410.000000 Penalty: 3790.832764
	Iteration 16Q: 3 clusters Score -1.069441e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 112616 members 
Entering Unmasked Estep 
Score: -10694996.000000 Penalty: 3790.832764
	Iteration 17Q: 3 clusters Score -1.0695e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 113276 members 
Entering Unmasked Estep 
Score: -10695373.000000 Penalty: 3790.832764
	Iteration 18Q: 3 clusters Score -1.069537e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 113794 members 
Entering Unmasked Estep 
Score: -10695718.000000 Penalty: 3790.832764
	Iteration 19Q: 3 clusters Score -1.069572e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 114173 members 
Entering Unmasked Estep 
Score: -10695893.000000 Penalty: 3790.832764
	Iteration 20F: 3 clusters Score -1.069589e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 114456 members 
Entering Unmasked Estep 
Score: -10696031.000000 Penalty: 3790.832764
	Iteration 21Q: 3 clusters Score -1.069603e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 114660 members 
Entering Unmasked Estep 
Score: -10696125.000000 Penalty: 3790.832764
	Iteration 22Q: 3 clusters Score -1.069612e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 114824 members 
Entering Unmasked Estep 
Score: -10696189.000000 Penalty: 3790.832764
	Iteration 23Q: 3 clusters Score -1.069619e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 114937 members 
Entering Unmasked Estep 
Score: -10696249.000000 Penalty: 3790.832764
	Iteration 24Q: 3 clusters Score -1.069625e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 115030 members 
Entering Unmasked Estep 
Score: -10696308.000000 Penalty: 3790.832764
	Iteration 25Q: 3 clusters Score -1.069631e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 115103 members 
Entering Unmasked Estep 
Score: -10696376.000000 Penalty: 3790.832764
	Iteration 26Q: 3 clusters Score -1.069638e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 115164 members 
Entering Unmasked Estep 
Score: -10696385.000000 Penalty: 3790.832764
	Iteration 27Q: 3 clusters Score -1.069638e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 115212 members 
Entering Unmasked Estep 
Score: -10696403.000000 Penalty: 3790.832764
	Iteration 28Q: 3 clusters Score -1.06964e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 115255 members 
Entering Unmasked Estep 
Score: -10696412.000000 Penalty: 3790.832764
	Iteration 29Q: 3 clusters Score -1.069641e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 115293 members 
Entering Unmasked Estep 
Score: -10696414.000000 Penalty: 3790.832764
	Iteration 30Q: 3 clusters Score -1.069641e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 115319 members 
Entering Unmasked Estep 
Score: -10696435.000000 Penalty: 3790.832764
	Iteration 31Q: 3 clusters Score -1.069644e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 115339 members 
Entering Unmasked Estep 
Score: -10696458.000000 Penalty: 3790.832764
	Iteration 32Q: 3 clusters Score -1.069646e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 115355 members 
Entering Unmasked Estep 
Score: -10696464.000000 Penalty: 3790.832764
	Iteration 33Q: 3 clusters Score -1.069646e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 115373 members 
Entering Unmasked Estep 
Score: -10696463.000000 Penalty: 3790.832764
	Iteration 34Q: 3 clusters Score -1.069646e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 115383 members 
Entering Unmasked Estep 
Score: -10696475.000000 Penalty: 3790.832764
	Iteration 35Q: 3 clusters Score -1.069648e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 115392 members 
Entering Unmasked Estep 
Score: -10696478.000000 Penalty: 3790.832764
	Iteration 36Q: 3 clusters Score -1.069648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 115397 members 
Entering Unmasked Estep 
Score: -10696479.000000 Penalty: 3790.832764
	Iteration 37Q: 3 clusters Score -1.069648e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 115403 members 
Entering Unmasked Estep 
Score: -10696484.000000 Penalty: 3790.832764
	Iteration 38Q: 3 clusters Score -1.069648e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 115411 members 
Entering Unmasked Estep 
Score: -10696477.000000 Penalty: 3790.832764
	Iteration 39Q: 3 clusters Score -1.069648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 115414 members 
Entering Unmasked Estep 
Score: -10696483.000000 Penalty: 3790.832764
	Iteration 40F: 3 clusters Score -1.069648e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 115425 members 
Entering Unmasked Estep 
Score: -10696478.000000 Penalty: 3790.832764
	Iteration 41Q: 3 clusters Score -1.069648e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 115432 members 
Entering Unmasked Estep 
Score: -10696486.000000 Penalty: 3790.832764
	Iteration 42Q: 3 clusters Score -1.069649e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 115444 members 
Entering Unmasked Estep 
Score: -10696494.000000 Penalty: 3790.832764
	Iteration 43Q: 3 clusters Score -1.069649e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 115449 members 
Entering Unmasked Estep 
Score: -10696499.000000 Penalty: 3790.832764
	Iteration 44Q: 3 clusters Score -1.06965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 115457 members 
Entering Unmasked Estep 
Score: -10696501.000000 Penalty: 3790.832764
	Iteration 45Q: 3 clusters Score -1.06965e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 115467 members 
Entering Unmasked Estep 
Score: -10696499.000000 Penalty: 3790.832764
	Iteration 46Q: 3 clusters Score -1.06965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 115474 members 
Entering Unmasked Estep 
Score: -10696506.000000 Penalty: 3790.832764
	Iteration 47Q: 3 clusters Score -1.069651e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 115478 members 
Entering Unmasked Estep 
Score: -10696503.000000 Penalty: 3790.832764
	Iteration 48Q: 3 clusters Score -1.06965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 115481 members 
Entering Unmasked Estep 
Score: -10696505.000000 Penalty: 3790.832764
	Iteration 49Q: 3 clusters Score -1.06965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 115483 members 
Entering Unmasked Estep 
Score: -10696511.000000 Penalty: 3790.832764
	Iteration 50Q: 3 clusters Score -1.069651e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 115487 members 
Entering Unmasked Estep 
Score: -10696509.000000 Penalty: 3790.832764
	Iteration 51Q: 3 clusters Score -1.069651e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 115491 members 
Entering Unmasked Estep 
Score: -10696517.000000 Penalty: 3790.832764
	Iteration 52Q: 3 clusters Score -1.069652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 115492 members 
Entering Unmasked Estep 
Score: -10696514.000000 Penalty: 3790.832764
	Iteration 53Q: 3 clusters Score -1.069651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 115494 members 
Entering Unmasked Estep 
Score: -10696507.000000 Penalty: 3790.832764
	Iteration 54Q: 3 clusters Score -1.069651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 115496 members 
Entering Unmasked Estep 
Score: -10696507.000000 Penalty: 3790.832764
	Iteration 55Q: 3 clusters Score -1.069651e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 115497 members 
Entering Unmasked Estep 
Score: -10696514.000000 Penalty: 3790.832764
	Iteration 56Q: 3 clusters Score -1.069651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 115499 members 
Entering Unmasked Estep 
Score: -10696511.000000 Penalty: 3790.832764
	Iteration 57Q: 3 clusters Score -1.069651e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 115500 members 
Entering Unmasked Estep 
Score: -10696518.000000 Penalty: 3790.832764
	Iteration 58Q: 3 clusters Score -1.069652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 115500 members 
Entering Unmasked Estep 
Score: -10696518.000000 Penalty: 3790.832764
	Iteration 59F: 3 clusters Score -1.069652e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (125392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125392 members 
Entering Unmasked Estep 
Score: -11885935.000000 Penalty: 1907.619995
	Iteration 0F: 2 clusters Score -1.188594e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62666 members 
Mstep: Class 2 contains 62726 members 
Entering Unmasked Estep 
Score: -11802038.000000 Penalty: 3815.239990
	Iteration 0F: 3 clusters Score -1.180204e+07 nChanged 60297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63591 members 
Mstep: Class 2 contains 61801 members 
Entering Unmasked Estep 
Score: -11837600.000000 Penalty: 3815.239990
	Iteration 1F: 3 clusters Score -1.18376e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64346 members 
Mstep: Class 2 contains 61046 members 
Entering Unmasked Estep 
Score: -11838755.000000 Penalty: 3815.239990
	Iteration 2Q: 3 clusters Score -1.183876e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65537 members 
Mstep: Class 2 contains 59855 members 
Entering Unmasked Estep 
Score: -11840274.000000 Penalty: 3815.239990
	Iteration 3Q: 3 clusters Score -1.184027e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67346 members 
Mstep: Class 2 contains 58046 members 
Entering Unmasked Estep 
Score: -11842335.000000 Penalty: 3815.239990
	Iteration 4Q: 3 clusters Score -1.184234e+07 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69930 members 
Mstep: Class 2 contains 55462 members 
Entering Unmasked Estep 
Score: -11845040.000000 Penalty: 3815.239990
	Iteration 5F: 3 clusters Score -1.184504e+07 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73205 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -11848501.000000 Penalty: 3815.239990
	Iteration 6F: 3 clusters Score -1.18485e+07 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77036 members 
Mstep: Class 2 contains 48356 members 
Entering Unmasked Estep 
Score: -11852149.000000 Penalty: 3815.239990
	Iteration 7F: 3 clusters Score -1.185215e+07 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81242 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -11855598.000000 Penalty: 3815.239990
	Iteration 8F: 3 clusters Score -1.18556e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85421 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -11858848.000000 Penalty: 3815.239990
	Iteration 9Q: 3 clusters Score -1.185885e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89431 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -11862173.000000 Penalty: 3815.239990
	Iteration 10Q: 3 clusters Score -1.186217e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92943 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -11865929.000000 Penalty: 3815.239990
	Iteration 11Q: 3 clusters Score -1.186593e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95761 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -11869866.000000 Penalty: 3815.239990
	Iteration 12Q: 3 clusters Score -1.186987e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97773 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -11873069.000000 Penalty: 3815.239990
	Iteration 13Q: 3 clusters Score -1.187307e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99106 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -11875005.000000 Penalty: 3815.239990
	Iteration 14Q: 3 clusters Score -1.1875e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100232 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -11876180.000000 Penalty: 3815.239990
	Iteration 15Q: 3 clusters Score -1.187618e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101207 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -11877152.000000 Penalty: 3815.239990
	Iteration 16Q: 3 clusters Score -1.187715e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102000 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -11878037.000000 Penalty: 3815.239990
	Iteration 17Q: 3 clusters Score -1.187804e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102562 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -11878732.000000 Penalty: 3815.239990
	Iteration 18Q: 3 clusters Score -1.187873e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103022 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -11879481.000000 Penalty: 3815.239990
	Iteration 19Q: 3 clusters Score -1.187948e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103303 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -11880174.000000 Penalty: 3815.239990
	Iteration 20F: 3 clusters Score -1.188017e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103434 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -11880772.000000 Penalty: 3815.239990
	Iteration 21Q: 3 clusters Score -1.188077e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103398 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -11881258.000000 Penalty: 3815.239990
	Iteration 22Q: 3 clusters Score -1.188126e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103246 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -11881689.000000 Penalty: 3815.239990
	Iteration 23Q: 3 clusters Score -1.188169e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102958 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -11882034.000000 Penalty: 3815.239990
	Iteration 24Q: 3 clusters Score -1.188203e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102629 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -11882301.000000 Penalty: 3815.239990
	Iteration 25Q: 3 clusters Score -1.18823e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102255 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -11882432.000000 Penalty: 3815.239990
	Iteration 26Q: 3 clusters Score -1.188243e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101860 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -11882634.000000 Penalty: 3815.239990
	Iteration 27Q: 3 clusters Score -1.188263e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101510 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -11882715.000000 Penalty: 3815.239990
	Iteration 28Q: 3 clusters Score -1.188272e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101162 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -11882748.000000 Penalty: 3815.239990
	Iteration 29Q: 3 clusters Score -1.188275e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100820 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -11882845.000000 Penalty: 3815.239990
	Iteration 30Q: 3 clusters Score -1.188284e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100497 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -11882890.000000 Penalty: 3815.239990
	Iteration 31Q: 3 clusters Score -1.188289e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100202 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -11882907.000000 Penalty: 3815.239990
	Iteration 32Q: 3 clusters Score -1.188291e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99897 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -11882943.000000 Penalty: 3815.239990
	Iteration 33Q: 3 clusters Score -1.188294e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99635 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -11882954.000000 Penalty: 3815.239990
	Iteration 34Q: 3 clusters Score -1.188295e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99415 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -11882988.000000 Penalty: 3815.239990
	Iteration 35Q: 3 clusters Score -1.188299e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99232 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -11883004.000000 Penalty: 3815.239990
	Iteration 36Q: 3 clusters Score -1.1883e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99067 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -11882986.000000 Penalty: 3815.239990
	Iteration 37Q: 3 clusters Score -1.188299e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98913 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -11882994.000000 Penalty: 3815.239990
	Iteration 38Q: 3 clusters Score -1.188299e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98793 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -11883033.000000 Penalty: 3815.239990
	Iteration 39Q: 3 clusters Score -1.188303e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98689 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -11883047.000000 Penalty: 3815.239990
	Iteration 40F: 3 clusters Score -1.188305e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98600 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -11883036.000000 Penalty: 3815.239990
	Iteration 41Q: 3 clusters Score -1.188304e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98528 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -11883045.000000 Penalty: 3815.239990
	Iteration 42Q: 3 clusters Score -1.188304e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98457 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -11883029.000000 Penalty: 3815.239990
	Iteration 43Q: 3 clusters Score -1.188303e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98386 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -11883036.000000 Penalty: 3815.239990
	Iteration 44Q: 3 clusters Score -1.188304e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98330 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -11883044.000000 Penalty: 3815.239990
	Iteration 45Q: 3 clusters Score -1.188304e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98293 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -11883043.000000 Penalty: 3815.239990
	Iteration 46Q: 3 clusters Score -1.188304e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98259 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -11883050.000000 Penalty: 3815.239990
	Iteration 47Q: 3 clusters Score -1.188305e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98228 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -11883051.000000 Penalty: 3815.239990
	Iteration 48Q: 3 clusters Score -1.188305e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98199 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -11883047.000000 Penalty: 3815.239990
	Iteration 49Q: 3 clusters Score -1.188305e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98169 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -11883053.000000 Penalty: 3815.239990
	Iteration 50Q: 3 clusters Score -1.188305e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98146 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -11883055.000000 Penalty: 3815.239990
	Iteration 51Q: 3 clusters Score -1.188306e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98131 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -11883062.000000 Penalty: 3815.239990
	Iteration 52Q: 3 clusters Score -1.188306e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98102 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -11883079.000000 Penalty: 3815.239990
	Iteration 53Q: 3 clusters Score -1.188308e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98072 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -11883077.000000 Penalty: 3815.239990
	Iteration 54Q: 3 clusters Score -1.188308e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98044 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -11883060.000000 Penalty: 3815.239990
	Iteration 55Q: 3 clusters Score -1.188306e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98022 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -11883054.000000 Penalty: 3815.239990
	Iteration 56Q: 3 clusters Score -1.188305e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98001 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -11883069.000000 Penalty: 3815.239990
	Iteration 57Q: 3 clusters Score -1.188307e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97987 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -11883059.000000 Penalty: 3815.239990
	Iteration 58Q: 3 clusters Score -1.188306e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97972 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -11883064.000000 Penalty: 3815.239990
	Iteration 59Q: 3 clusters Score -1.188306e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97960 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -11883063.000000 Penalty: 3815.239990
	Iteration 60F: 3 clusters Score -1.188306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97950 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -11883069.000000 Penalty: 3815.239990
	Iteration 61Q: 3 clusters Score -1.188307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97945 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -11883071.000000 Penalty: 3815.239990
	Iteration 62Q: 3 clusters Score -1.188307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97939 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -11883056.000000 Penalty: 3815.239990
	Iteration 63Q: 3 clusters Score -1.188306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97931 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -11883059.000000 Penalty: 3815.239990
	Iteration 64Q: 3 clusters Score -1.188306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97921 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -11883058.000000 Penalty: 3815.239990
	Iteration 65Q: 3 clusters Score -1.188306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97916 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -11883054.000000 Penalty: 3815.239990
	Iteration 66Q: 3 clusters Score -1.188305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97915 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -11883059.000000 Penalty: 3815.239990
	Iteration 67Q: 3 clusters Score -1.188306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97915 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -11883059.000000 Penalty: 3815.239990
	Iteration 68F: 3 clusters Score -1.188306e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Entering Unmasked Estep 
Score: -2109516.500000 Penalty: 1648.616943
	Iteration 0F: 2 clusters Score -2109516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2092176.625000 Penalty: 3297.233887
	Iteration 0F: 3 clusters Score -2092177 nChanged 11632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2099050.750000 Penalty: 3297.233887
	Iteration 1F: 3 clusters Score -2099051 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -2099693.000000 Penalty: 3297.233887
	Iteration 2F: 3 clusters Score -2099693 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2100489.000000 Penalty: 3297.233887
	Iteration 3F: 3 clusters Score -2100489 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2101527.750000 Penalty: 3297.233887
	Iteration 4F: 3 clusters Score -2101528 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2102702.750000 Penalty: 3297.233887
	Iteration 5F: 3 clusters Score -2102703 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -2103886.500000 Penalty: 3297.233887
	Iteration 6F: 3 clusters Score -2103886 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -2104844.750000 Penalty: 3297.233887
	Iteration 7F: 3 clusters Score -2104845 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2105673.500000 Penalty: 3297.233887
	Iteration 8Q: 3 clusters Score -2105674 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -2106335.750000 Penalty: 3297.233887
	Iteration 9Q: 3 clusters Score -2106336 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -2106941.500000 Penalty: 3297.233887
	Iteration 10Q: 3 clusters Score -2106942 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -2107406.000000 Penalty: 3297.233887
	Iteration 11Q: 3 clusters Score -2107406 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -2107746.750000 Penalty: 3297.233887
	Iteration 12Q: 3 clusters Score -2107747 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -2107980.000000 Penalty: 3297.233887
	Iteration 13Q: 3 clusters Score -2107980 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -2108158.750000 Penalty: 3297.233887
	Iteration 14Q: 3 clusters Score -2108159 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -2108319.750000 Penalty: 3297.233887
	Iteration 15Q: 3 clusters Score -2108320 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -2108454.750000 Penalty: 3297.233887
	Iteration 16Q: 3 clusters Score -2108455 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -2108540.250000 Penalty: 3297.233887
	Iteration 17Q: 3 clusters Score -2108540 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -2108609.500000 Penalty: 3297.233887
	Iteration 18Q: 3 clusters Score -2108610 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -2108692.250000 Penalty: 3297.233887
	Iteration 19Q: 3 clusters Score -2108692 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -2108738.750000 Penalty: 3297.233887
	Iteration 20F: 3 clusters Score -2108739 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -2108768.750000 Penalty: 3297.233887
	Iteration 21Q: 3 clusters Score -2108769 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -2108790.750000 Penalty: 3297.233887
	Iteration 22Q: 3 clusters Score -2108791 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -2108805.250000 Penalty: 3297.233887
	Iteration 23Q: 3 clusters Score -2108805 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -2108817.250000 Penalty: 3297.233887
	Iteration 24Q: 3 clusters Score -2108817 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -2108822.750000 Penalty: 3297.233887
	Iteration 25Q: 3 clusters Score -2108823 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -2108830.000000 Penalty: 3297.233887
	Iteration 26Q: 3 clusters Score -2108830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -2108836.500000 Penalty: 3297.233887
	Iteration 27Q: 3 clusters Score -2108836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -2108833.000000 Penalty: 3297.233887
	Iteration 28Q: 3 clusters Score -2108833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -2108836.000000 Penalty: 3297.233887
	Iteration 29Q: 3 clusters Score -2108836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -2108839.250000 Penalty: 3297.233887
	Iteration 30Q: 3 clusters Score -2108839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -2108846.000000 Penalty: 3297.233887
	Iteration 31Q: 3 clusters Score -2108846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -2108845.500000 Penalty: 3297.233887
	Iteration 32Q: 3 clusters Score -2108846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -2108846.000000 Penalty: 3297.233887
	Iteration 33Q: 3 clusters Score -2108846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -2108847.250000 Penalty: 3297.233887
	Iteration 34Q: 3 clusters Score -2108847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -2108849.500000 Penalty: 3297.233887
	Iteration 35Q: 3 clusters Score -2108850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -2108851.500000 Penalty: 3297.233887
	Iteration 36Q: 3 clusters Score -2108852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -2108853.250000 Penalty: 3297.233887
	Iteration 37Q: 3 clusters Score -2108853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -2108856.500000 Penalty: 3297.233887
	Iteration 38Q: 3 clusters Score -2108856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -2108855.500000 Penalty: 3297.233887
	Iteration 39Q: 3 clusters Score -2108856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -2108851.000000 Penalty: 3297.233887
	Iteration 40F: 3 clusters Score -2108851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -2108857.750000 Penalty: 3297.233887
	Iteration 41Q: 3 clusters Score -2108858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -2108859.500000 Penalty: 3297.233887
	Iteration 42Q: 3 clusters Score -2108860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -2108859.000000 Penalty: 3297.233887
	Iteration 43Q: 3 clusters Score -2108859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -2108860.750000 Penalty: 3297.233887
	Iteration 44Q: 3 clusters Score -2108861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -2108863.250000 Penalty: 3297.233887
	Iteration 45Q: 3 clusters Score -2108863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -2108862.500000 Penalty: 3297.233887
	Iteration 46Q: 3 clusters Score -2108862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -2108862.500000 Penalty: 3297.233887
	Iteration 47F: 3 clusters Score -2108862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (61784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61784 members 
Entering Unmasked Estep 
Score: -5717926.000000 Penalty: 1792.602417
	Iteration 0F: 2 clusters Score -5717926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -5676594.000000 Penalty: 3585.204834
	Iteration 0F: 3 clusters Score -5676594 nChanged 29259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -5693352.500000 Penalty: 3585.204834
	Iteration 1F: 3 clusters Score -5693352 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -5694673.000000 Penalty: 3585.204834
	Iteration 2Q: 3 clusters Score -5694673 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -5697185.500000 Penalty: 3585.204834
	Iteration 3F: 3 clusters Score -5697186 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 45806 members 
Entering Unmasked Estep 
Score: -5701193.500000 Penalty: 3585.204834
	Iteration 4F: 3 clusters Score -5701194 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 51297 members 
Entering Unmasked Estep 
Score: -5706327.000000 Penalty: 3585.204834
	Iteration 5F: 3 clusters Score -5706327 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 55989 members 
Entering Unmasked Estep 
Score: -5711007.500000 Penalty: 3585.204834
	Iteration 6F: 3 clusters Score -5711008 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 59048 members 
Entering Unmasked Estep 
Score: -5713961.000000 Penalty: 3585.204834
	Iteration 7Q: 3 clusters Score -5713961 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
Score: -5715410.000000 Penalty: 3585.204834
	Iteration 8Q: 3 clusters Score -5715410 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 61205 members 
Entering Unmasked Estep 
Score: -5715933.500000 Penalty: 3585.204834
	Iteration 9Q: 3 clusters Score -5715934 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 61413 members 
Entering Unmasked Estep 
Score: -5716145.000000 Penalty: 3585.204834
	Iteration 10Q: 3 clusters Score -5716145 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 61493 members 
Entering Unmasked Estep 
Score: -5716222.500000 Penalty: 3585.204834
	Iteration 11Q: 3 clusters Score -5716222 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 61523 members 
Entering Unmasked Estep 
Score: -5716271.500000 Penalty: 3585.204834
	Iteration 12Q: 3 clusters Score -5716272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 61544 members 
Entering Unmasked Estep 
Score: -5716293.500000 Penalty: 3585.204834
	Iteration 13Q: 3 clusters Score -5716294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 61561 members 
Entering Unmasked Estep 
Score: -5716315.000000 Penalty: 3585.204834
	Iteration 14Q: 3 clusters Score -5716315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 61568 members 
Entering Unmasked Estep 
Score: -5716336.000000 Penalty: 3585.204834
	Iteration 15Q: 3 clusters Score -5716336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 61566 members 
Entering Unmasked Estep 
Score: -5716349.000000 Penalty: 3585.204834
	Iteration 16Q: 3 clusters Score -5716349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 61569 members 
Entering Unmasked Estep 
Score: -5716357.000000 Penalty: 3585.204834
	Iteration 17Q: 3 clusters Score -5716357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 61574 members 
Entering Unmasked Estep 
Score: -5716361.000000 Penalty: 3585.204834
	Iteration 18Q: 3 clusters Score -5716361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 61575 members 
Entering Unmasked Estep 
Score: -5716372.000000 Penalty: 3585.204834
	Iteration 19Q: 3 clusters Score -5716372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 61575 members 
Entering Unmasked Estep 
Score: -5716368.500000 Penalty: 3585.204834
	Iteration 20F: 3 clusters Score -5716368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 61577 members 
Entering Unmasked Estep 
Score: -5716376.000000 Penalty: 3585.204834
	Iteration 21Q: 3 clusters Score -5716376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 61579 members 
Entering Unmasked Estep 
Score: -5716381.000000 Penalty: 3585.204834
	Iteration 22Q: 3 clusters Score -5716381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 61579 members 
Entering Unmasked Estep 
Score: -5716383.500000 Penalty: 3585.204834
	Iteration 23Q: 3 clusters Score -5716384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 61581 members 
Entering Unmasked Estep 
Score: -5716385.000000 Penalty: 3585.204834
	Iteration 24Q: 3 clusters Score -5716385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 61581 members 
Entering Unmasked Estep 
Score: -5716385.000000 Penalty: 3585.204834
	Iteration 25F: 3 clusters Score -5716385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Entering Unmasked Estep 
Score: -1341742.375000 Penalty: 1562.957886
	Iteration 0F: 2 clusters Score -1341742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1331403.125000 Penalty: 3125.915771
	Iteration 0F: 3 clusters Score -1331403 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1335300.125000 Penalty: 3125.915771
	Iteration 1F: 3 clusters Score -1335300 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1336029.375000 Penalty: 3125.915771
	Iteration 2F: 3 clusters Score -1336029 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1336892.125000 Penalty: 3125.915771
	Iteration 3F: 3 clusters Score -1336892 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1337949.250000 Penalty: 3125.915771
	Iteration 4F: 3 clusters Score -1337949 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1338932.375000 Penalty: 3125.915771
	Iteration 5F: 3 clusters Score -1338932 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1339765.000000 Penalty: 3125.915771
	Iteration 6F: 3 clusters Score -1339765 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1340289.750000 Penalty: 3125.915771
	Iteration 7F: 3 clusters Score -1340290 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1340628.250000 Penalty: 3125.915771
	Iteration 8Q: 3 clusters Score -1340628 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1340870.375000 Penalty: 3125.915771
	Iteration 9Q: 3 clusters Score -1340870 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1341074.125000 Penalty: 3125.915771
	Iteration 10Q: 3 clusters Score -1341074 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1341232.875000 Penalty: 3125.915771
	Iteration 11Q: 3 clusters Score -1341233 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1341361.125000 Penalty: 3125.915771
	Iteration 12Q: 3 clusters Score -1341361 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1341441.250000 Penalty: 3125.915771
	Iteration 13Q: 3 clusters Score -1341441 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1341518.500000 Penalty: 3125.915771
	Iteration 14Q: 3 clusters Score -1341518 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1341553.000000 Penalty: 3125.915771
	Iteration 15Q: 3 clusters Score -1341553 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1341579.500000 Penalty: 3125.915771
	Iteration 16Q: 3 clusters Score -1341580 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1341597.375000 Penalty: 3125.915771
	Iteration 17Q: 3 clusters Score -1341597 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1341624.000000 Penalty: 3125.915771
	Iteration 18Q: 3 clusters Score -1341624 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1341644.875000 Penalty: 3125.915771
	Iteration 19Q: 3 clusters Score -1341645 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1341660.125000 Penalty: 3125.915771
	Iteration 20F: 3 clusters Score -1341660 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1341665.125000 Penalty: 3125.915771
	Iteration 21Q: 3 clusters Score -1341665 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1341676.875000 Penalty: 3125.915771
	Iteration 22Q: 3 clusters Score -1341677 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1341681.375000 Penalty: 3125.915771
	Iteration 23Q: 3 clusters Score -1341681 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1341684.625000 Penalty: 3125.915771
	Iteration 24Q: 3 clusters Score -1341685 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1341687.000000 Penalty: 3125.915771
	Iteration 25Q: 3 clusters Score -1341687 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1341696.000000 Penalty: 3125.915771
	Iteration 26Q: 3 clusters Score -1341696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1341693.375000 Penalty: 3125.915771
	Iteration 27Q: 3 clusters Score -1341693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1341694.875000 Penalty: 3125.915771
	Iteration 28Q: 3 clusters Score -1341695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1341695.750000 Penalty: 3125.915771
	Iteration 29Q: 3 clusters Score -1341696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1341695.375000 Penalty: 3125.915771
	Iteration 30Q: 3 clusters Score -1341695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1341700.625000 Penalty: 3125.915771
	Iteration 31Q: 3 clusters Score -1341701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1341701.875000 Penalty: 3125.915771
	Iteration 32Q: 3 clusters Score -1341702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1341704.375000 Penalty: 3125.915771
	Iteration 33Q: 3 clusters Score -1341704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1341705.000000 Penalty: 3125.915771
	Iteration 34Q: 3 clusters Score -1341705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1341703.125000 Penalty: 3125.915771
	Iteration 35Q: 3 clusters Score -1341703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1341701.625000 Penalty: 3125.915771
	Iteration 36Q: 3 clusters Score -1341702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1341702.625000 Penalty: 3125.915771
	Iteration 37Q: 3 clusters Score -1341703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1341704.750000 Penalty: 3125.915771
	Iteration 38Q: 3 clusters Score -1341705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1341701.625000 Penalty: 3125.915771
	Iteration 39Q: 3 clusters Score -1341702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1341702.250000 Penalty: 3125.915771
	Iteration 40F: 3 clusters Score -1341702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1341701.750000 Penalty: 3125.915771
	Iteration 41Q: 3 clusters Score -1341702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1341705.250000 Penalty: 3125.915771
	Iteration 42Q: 3 clusters Score -1341705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1341707.500000 Penalty: 3125.915771
	Iteration 43Q: 3 clusters Score -1341708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1341708.375000 Penalty: 3125.915771
	Iteration 44Q: 3 clusters Score -1341708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1341708.500000 Penalty: 3125.915771
	Iteration 45Q: 3 clusters Score -1341708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1341710.625000 Penalty: 3125.915771
	Iteration 46Q: 3 clusters Score -1341711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1341711.500000 Penalty: 3125.915771
	Iteration 47Q: 3 clusters Score -1341712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1341711.125000 Penalty: 3125.915771
	Iteration 48Q: 3 clusters Score -1341711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1341712.875000 Penalty: 3125.915771
	Iteration 49Q: 3 clusters Score -1341713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1341712.750000 Penalty: 3125.915771
	Iteration 50Q: 3 clusters Score -1341713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1341712.000000 Penalty: 3125.915771
	Iteration 51Q: 3 clusters Score -1341712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1341712.250000 Penalty: 3125.915771
	Iteration 52Q: 3 clusters Score -1341712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1341713.750000 Penalty: 3125.915771
	Iteration 53Q: 3 clusters Score -1341714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1341713.250000 Penalty: 3125.915771
	Iteration 54Q: 3 clusters Score -1341713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1341713.375000 Penalty: 3125.915771
	Iteration 55Q: 3 clusters Score -1341713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1341714.750000 Penalty: 3125.915771
	Iteration 56Q: 3 clusters Score -1341715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1341715.500000 Penalty: 3125.915771
	Iteration 57Q: 3 clusters Score -1341716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1341714.500000 Penalty: 3125.915771
	Iteration 58Q: 3 clusters Score -1341714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1341715.875000 Penalty: 3125.915771
	Iteration 59Q: 3 clusters Score -1341716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1341715.875000 Penalty: 3125.915771
	Iteration 60F: 3 clusters Score -1341716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Entering Unmasked Estep 
Score: -430346.906250 Penalty: 1383.000610
	Iteration 0F: 2 clusters Score -430346.9 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 2514 members 
Entering Unmasked Estep 
Score: -426370.000000 Penalty: 2766.001221
	Iteration 0F: 3 clusters Score -426370 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -427557.906250 Penalty: 2766.001221
	Iteration 1F: 3 clusters Score -427557.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -427880.312500 Penalty: 2766.001221
	Iteration 2F: 3 clusters Score -427880.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -428143.843750 Penalty: 2766.001221
	Iteration 3F: 3 clusters Score -428143.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -428339.937500 Penalty: 2766.001221
	Iteration 4F: 3 clusters Score -428339.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -428513.218750 Penalty: 2766.001221
	Iteration 5F: 3 clusters Score -428513.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -428681.968750 Penalty: 2766.001221
	Iteration 6Q: 3 clusters Score -428682 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -428837.031250 Penalty: 2766.001221
	Iteration 7Q: 3 clusters Score -428837 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -428998.812500 Penalty: 2766.001221
	Iteration 8Q: 3 clusters Score -428998.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -429117.281250 Penalty: 2766.001221
	Iteration 9Q: 3 clusters Score -429117.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -429193.531250 Penalty: 2766.001221
	Iteration 10Q: 3 clusters Score -429193.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -429266.781250 Penalty: 2766.001221
	Iteration 11Q: 3 clusters Score -429266.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -429361.531250 Penalty: 2766.001221
	Iteration 12Q: 3 clusters Score -429361.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -429460.156250 Penalty: 2766.001221
	Iteration 13Q: 3 clusters Score -429460.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -429567.937500 Penalty: 2766.001221
	Iteration 14Q: 3 clusters Score -429567.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -429682.062500 Penalty: 2766.001221
	Iteration 15Q: 3 clusters Score -429682.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -429816.687500 Penalty: 2766.001221
	Iteration 16Q: 3 clusters Score -429816.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -429923.625000 Penalty: 2766.001221
	Iteration 17Q: 3 clusters Score -429923.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -429996.312500 Penalty: 2766.001221
	Iteration 18Q: 3 clusters Score -429996.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -430057.187500 Penalty: 2766.001221
	Iteration 19Q: 3 clusters Score -430057.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -430085.250000 Penalty: 2766.001221
	Iteration 20F: 3 clusters Score -430085.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -430095.031250 Penalty: 2766.001221
	Iteration 21Q: 3 clusters Score -430095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -430100.656250 Penalty: 2766.001221
	Iteration 22Q: 3 clusters Score -430100.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -430104.875000 Penalty: 2766.001221
	Iteration 23Q: 3 clusters Score -430104.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -430111.156250 Penalty: 2766.001221
	Iteration 24Q: 3 clusters Score -430111.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -430116.156250 Penalty: 2766.001221
	Iteration 25Q: 3 clusters Score -430116.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -430120.343750 Penalty: 2766.001221
	Iteration 26Q: 3 clusters Score -430120.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -430123.156250 Penalty: 2766.001221
	Iteration 27Q: 3 clusters Score -430123.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -430126.312500 Penalty: 2766.001221
	Iteration 28Q: 3 clusters Score -430126.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -430126.781250 Penalty: 2766.001221
	Iteration 29Q: 3 clusters Score -430126.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -430127.312500 Penalty: 2766.001221
	Iteration 30Q: 3 clusters Score -430127.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -430127.281250 Penalty: 2766.001221
	Iteration 31Q: 3 clusters Score -430127.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -430127.281250 Penalty: 2766.001221
	Iteration 32F: 3 clusters Score -430127.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (60193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60193 members 
Entering Unmasked Estep 
Score: -5543926.000000 Penalty: 1788.363037
	Iteration 0F: 2 clusters Score -5543926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -5503710.500000 Penalty: 3576.726074
	Iteration 0F: 3 clusters Score -5503710 nChanged 28380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -5519657.500000 Penalty: 3576.726074
	Iteration 1F: 3 clusters Score -5519658 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -5520259.000000 Penalty: 3576.726074
	Iteration 2Q: 3 clusters Score -5520259 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -5521109.000000 Penalty: 3576.726074
	Iteration 3Q: 3 clusters Score -5521109 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -5522665.500000 Penalty: 3576.726074
	Iteration 4F: 3 clusters Score -5522666 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -5525517.500000 Penalty: 3576.726074
	Iteration 5F: 3 clusters Score -5525518 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -5530090.500000 Penalty: 3576.726074
	Iteration 6F: 3 clusters Score -5530090 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 53051 members 
Entering Unmasked Estep 
Score: -5535326.500000 Penalty: 3576.726074
	Iteration 7F: 3 clusters Score -5535326 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 56949 members 
Entering Unmasked Estep 
Score: -5539179.500000 Penalty: 3576.726074
	Iteration 8F: 3 clusters Score -5539180 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 58953 members 
Entering Unmasked Estep 
Score: -5541103.500000 Penalty: 3576.726074
	Iteration 9Q: 3 clusters Score -5541104 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 59735 members 
Entering Unmasked Estep 
Score: -5541873.500000 Penalty: 3576.726074
	Iteration 10Q: 3 clusters Score -5541874 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 59963 members 
Entering Unmasked Estep 
Score: -5542176.500000 Penalty: 3576.726074
	Iteration 11Q: 3 clusters Score -5542176 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 60014 members 
Entering Unmasked Estep 
Score: -5542267.000000 Penalty: 3576.726074
	Iteration 12Q: 3 clusters Score -5542267 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 60030 members 
Entering Unmasked Estep 
Score: -5542311.500000 Penalty: 3576.726074
	Iteration 13Q: 3 clusters Score -5542312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 60036 members 
Entering Unmasked Estep 
Score: -5542330.000000 Penalty: 3576.726074
	Iteration 14Q: 3 clusters Score -5542330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 60041 members 
Entering Unmasked Estep 
Score: -5542335.500000 Penalty: 3576.726074
	Iteration 15Q: 3 clusters Score -5542336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 60044 members 
Entering Unmasked Estep 
Score: -5542347.000000 Penalty: 3576.726074
	Iteration 16Q: 3 clusters Score -5542347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 60045 members 
Entering Unmasked Estep 
Score: -5542345.500000 Penalty: 3576.726074
	Iteration 17Q: 3 clusters Score -5542346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 60045 members 
Entering Unmasked Estep 
Score: -5542345.500000 Penalty: 3576.726074
	Iteration 18F: 3 clusters Score -5542346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -27798.175781 Penalty: 938.364624
	Iteration 0F: 2 clusters Score -27798.18 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 174 members 
Entering Unmasked Estep 
Score: -26902.332031 Penalty: 1876.729248
	Iteration 0F: 3 clusters Score -26902.33 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -26998.740234 Penalty: 1876.729248
	Iteration 1F: 3 clusters Score -26998.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27028.935547 Penalty: 1876.729248
	Iteration 2Q: 3 clusters Score -27028.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27033.507812 Penalty: 1876.729248
	Iteration 3Q: 3 clusters Score -27033.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -27047.576172 Penalty: 1876.729248
	Iteration 4Q: 3 clusters Score -27047.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -27056.132812 Penalty: 1876.729248
	Iteration 5Q: 3 clusters Score -27056.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27060.125000 Penalty: 1876.729248
	Iteration 6Q: 3 clusters Score -27060.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -27062.769531 Penalty: 1876.729248
	Iteration 7Q: 3 clusters Score -27062.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -27062.769531 Penalty: 1876.729248
	Iteration 8F: 3 clusters Score -27062.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Entering Unmasked Estep 
Score: -86901.140625 Penalty: 1156.809326
	Iteration 0F: 2 clusters Score -86901.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -85365.125000 Penalty: 2313.618652
	Iteration 0F: 3 clusters Score -85365.12 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -85871.375000 Penalty: 2313.618652
	Iteration 1F: 3 clusters Score -85871.38 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -86246.140625 Penalty: 2313.618652
	Iteration 2F: 3 clusters Score -86246.14 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -86487.171875 Penalty: 2313.618652
	Iteration 3F: 3 clusters Score -86487.17 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -86635.460938 Penalty: 2313.618652
	Iteration 4F: 3 clusters Score -86635.46 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -86764.695312 Penalty: 2313.618652
	Iteration 5F: 3 clusters Score -86764.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -86881.046875 Penalty: 2313.618652
	Iteration 6Q: 3 clusters Score -86881.05 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -86991.554688 Penalty: 2313.618652
	Iteration 7Q: 3 clusters Score -86991.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -87087.093750 Penalty: 2313.618652
	Iteration 8Q: 3 clusters Score -87087.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -87146.570312 Penalty: 2313.618652
	Iteration 9Q: 3 clusters Score -87146.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -87188.492188 Penalty: 2313.618652
	Iteration 10Q: 3 clusters Score -87188.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -87218.851562 Penalty: 2313.618652
	Iteration 11Q: 3 clusters Score -87218.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -87229.937500 Penalty: 2313.618652
	Iteration 12Q: 3 clusters Score -87229.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -87232.007812 Penalty: 2313.618652
	Iteration 13Q: 3 clusters Score -87232.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -87235.335938 Penalty: 2313.618652
	Iteration 14Q: 3 clusters Score -87235.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -87235.906250 Penalty: 2313.618652
	Iteration 15Q: 3 clusters Score -87235.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -87235.906250 Penalty: 2313.618652
	Iteration 16F: 3 clusters Score -87235.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 52462 members 
Mstep: Class 3 contains 37816 members 
Mstep: Class 4 contains 11048 members 
Mstep: Class 5 contains 3280 members 
Mstep: Class 6 contains 116320 members 
Mstep: Class 7 contains 125392 members 
Mstep: Class 8 contains 25472 members 
Mstep: Class 9 contains 61784 members 
Mstep: Class 10 contains 15036 members 
Mstep: Class 11 contains 4968 members 
Mstep: Class 12 contains 60193 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 1772 members 
Mstep: Class 16 contains 39900 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 59425 members 
Mstep: Class 19 contains 5552 members 
Mstep: Class 20 contains 13531 members 
Mstep: Class 21 contains 14122 members 
Mstep: Class 22 contains 7334 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10377 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 120770 members 
Mstep: Class 28 contains 1386 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 3291 members 
Mstep: Class 31 contains 1031 members 
Mstep: Class 32 contains 4530 members 
Mstep: Class 33 contains 8291 members 
Mstep: Class 34 contains 1287 members 
Mstep: Class 35 contains 6780 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 11360 members 
Mstep: Class 38 contains 2726 members 
Mstep: Class 39 contains 1945 members 
Mstep: Class 40 contains 79121 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 2470 members 
Mstep: Class 43 contains 1299 members 
Mstep: Class 44 contains 3161 members 
Mstep: Class 45 contains 911 members 
Entering Unmasked Estep 
Score: -84443384.000000 Penalty: 100714.671875
Splitting cluster 14 changes total score from -84444136.000000 to -84443384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (1772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Entering Unmasked Estep 
Score: -150165.640625 Penalty: 1215.477905
	Iteration 0F: 2 clusters Score -150165.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -148231.125000 Penalty: 2430.955811
	Iteration 0F: 3 clusters Score -148231.1 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -148634.281250 Penalty: 2430.955811
	Iteration 1F: 3 clusters Score -148634.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -148737.859375 Penalty: 2430.955811
	Iteration 2F: 3 clusters Score -148737.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -148836.453125 Penalty: 2430.955811
	Iteration 3F: 3 clusters Score -148836.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -148906.765625 Penalty: 2430.955811
	Iteration 4Q: 3 clusters Score -148906.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -148958.484375 Penalty: 2430.955811
	Iteration 5Q: 3 clusters Score -148958.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -149010.406250 Penalty: 2430.955811
	Iteration 6Q: 3 clusters Score -149010.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -149092.093750 Penalty: 2430.955811
	Iteration 7Q: 3 clusters Score -149092.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -149188.046875 Penalty: 2430.955811
	Iteration 8Q: 3 clusters Score -149188 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -149280.281250 Penalty: 2430.955811
	Iteration 9Q: 3 clusters Score -149280.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -149373.859375 Penalty: 2430.955811
	Iteration 10Q: 3 clusters Score -149373.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -149451.843750 Penalty: 2430.955811
	Iteration 11Q: 3 clusters Score -149451.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -149519.093750 Penalty: 2430.955811
	Iteration 12Q: 3 clusters Score -149519.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -149582.171875 Penalty: 2430.955811
	Iteration 13Q: 3 clusters Score -149582.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -149626.468750 Penalty: 2430.955811
	Iteration 14Q: 3 clusters Score -149626.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -149651.812500 Penalty: 2430.955811
	Iteration 15Q: 3 clusters Score -149651.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -149663.546875 Penalty: 2430.955811
	Iteration 16Q: 3 clusters Score -149663.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -149669.187500 Penalty: 2430.955811
	Iteration 17Q: 3 clusters Score -149669.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -149674.937500 Penalty: 2430.955811
	Iteration 18Q: 3 clusters Score -149674.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -149678.437500 Penalty: 2430.955811
	Iteration 19Q: 3 clusters Score -149678.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -149683.656250 Penalty: 2430.955811
	Iteration 20F: 3 clusters Score -149683.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -149692.281250 Penalty: 2430.955811
	Iteration 21Q: 3 clusters Score -149692.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -149695.765625 Penalty: 2430.955811
	Iteration 22Q: 3 clusters Score -149695.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -149698.187500 Penalty: 2430.955811
	Iteration 23Q: 3 clusters Score -149698.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -149699.031250 Penalty: 2430.955811
	Iteration 24Q: 3 clusters Score -149699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -149701.421875 Penalty: 2430.955811
	Iteration 25Q: 3 clusters Score -149701.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -149701.718750 Penalty: 2430.955811
	Iteration 26Q: 3 clusters Score -149701.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -149701.718750 Penalty: 2430.955811
	Iteration 27F: 3 clusters Score -149701.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (39900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Entering Unmasked Estep 
Score: -3637057.750000 Penalty: 1721.546387
	Iteration 0F: 2 clusters Score -3637058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -3610437.000000 Penalty: 3443.092773
	Iteration 0F: 3 clusters Score -3610437 nChanged 18565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -3620823.500000 Penalty: 3443.092773
	Iteration 1F: 3 clusters Score -3620824 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -3621499.750000 Penalty: 3443.092773
	Iteration 2Q: 3 clusters Score -3621500 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -3622494.250000 Penalty: 3443.092773
	Iteration 3F: 3 clusters Score -3622494 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -3624143.500000 Penalty: 3443.092773
	Iteration 4F: 3 clusters Score -3624144 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -3626386.750000 Penalty: 3443.092773
	Iteration 5F: 3 clusters Score -3626387 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -3628803.000000 Penalty: 3443.092773
	Iteration 6F: 3 clusters Score -3628803 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -3630894.500000 Penalty: 3443.092773
	Iteration 7F: 3 clusters Score -3630894 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 35560 members 
Entering Unmasked Estep 
Score: -3632579.250000 Penalty: 3443.092773
	Iteration 8Q: 3 clusters Score -3632579 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -3633863.250000 Penalty: 3443.092773
	Iteration 9Q: 3 clusters Score -3633863 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -3634704.250000 Penalty: 3443.092773
	Iteration 10Q: 3 clusters Score -3634704 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -3635174.250000 Penalty: 3443.092773
	Iteration 11Q: 3 clusters Score -3635174 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
Score: -3635474.750000 Penalty: 3443.092773
	Iteration 12Q: 3 clusters Score -3635475 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -3635700.000000 Penalty: 3443.092773
	Iteration 13Q: 3 clusters Score -3635700 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 38564 members 
Entering Unmasked Estep 
Score: -3635852.000000 Penalty: 3443.092773
	Iteration 14Q: 3 clusters Score -3635852 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -3635984.000000 Penalty: 3443.092773
	Iteration 15Q: 3 clusters Score -3635984 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -3636095.250000 Penalty: 3443.092773
	Iteration 16Q: 3 clusters Score -3636095 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -3636141.250000 Penalty: 3443.092773
	Iteration 17Q: 3 clusters Score -3636141 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -3636156.500000 Penalty: 3443.092773
	Iteration 18Q: 3 clusters Score -3636156 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -3636172.000000 Penalty: 3443.092773
	Iteration 19Q: 3 clusters Score -3636172 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -3636190.500000 Penalty: 3443.092773
	Iteration 20F: 3 clusters Score -3636190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -3636197.000000 Penalty: 3443.092773
	Iteration 21Q: 3 clusters Score -3636197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -3636203.000000 Penalty: 3443.092773
	Iteration 22Q: 3 clusters Score -3636203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -3636208.000000 Penalty: 3443.092773
	Iteration 23Q: 3 clusters Score -3636208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -3636211.250000 Penalty: 3443.092773
	Iteration 24Q: 3 clusters Score -3636211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -3636207.000000 Penalty: 3443.092773
	Iteration 25Q: 3 clusters Score -3636207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -3636206.750000 Penalty: 3443.092773
	Iteration 26Q: 3 clusters Score -3636207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -3636208.750000 Penalty: 3443.092773
	Iteration 27Q: 3 clusters Score -3636209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 38650 members 
Entering Unmasked Estep 
Score: -3636209.000000 Penalty: 3443.092773
	Iteration 28Q: 3 clusters Score -3636209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 38650 members 
Entering Unmasked Estep 
Score: -3636209.000000 Penalty: 3443.092773
	Iteration 29F: 3 clusters Score -3636209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Entering Unmasked Estep 
Score: -607064.937500 Penalty: 1433.795044
	Iteration 0F: 2 clusters Score -607064.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -601923.125000 Penalty: 2867.590088
	Iteration 0F: 3 clusters Score -601923.1 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -603518.125000 Penalty: 2867.590088
	Iteration 1F: 3 clusters Score -603518.1 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -603865.375000 Penalty: 2867.590088
	Iteration 2F: 3 clusters Score -603865.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -604206.562500 Penalty: 2867.590088
	Iteration 3F: 3 clusters Score -604206.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -604614.250000 Penalty: 2867.590088
	Iteration 4F: 3 clusters Score -604614.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -605124.625000 Penalty: 2867.590088
	Iteration 5F: 3 clusters Score -605124.6 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -605833.937500 Penalty: 2867.590088
	Iteration 6F: 3 clusters Score -605833.9 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -606424.375000 Penalty: 2867.590088
	Iteration 7F: 3 clusters Score -606424.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -606768.937500 Penalty: 2867.590088
	Iteration 8F: 3 clusters Score -606768.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -606916.250000 Penalty: 2867.590088
	Iteration 9Q: 3 clusters Score -606916.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -606994.562500 Penalty: 2867.590088
	Iteration 10Q: 3 clusters Score -606994.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -607037.687500 Penalty: 2867.590088
	Iteration 11Q: 3 clusters Score -607037.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -607065.562500 Penalty: 2867.590088
	Iteration 12Q: 3 clusters Score -607065.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -607083.437500 Penalty: 2867.590088
	Iteration 13Q: 3 clusters Score -607083.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -607104.437500 Penalty: 2867.590088
	Iteration 14Q: 3 clusters Score -607104.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -607130.000000 Penalty: 2867.590088
	Iteration 15Q: 3 clusters Score -607130 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -607162.625000 Penalty: 2867.590088
	Iteration 16Q: 3 clusters Score -607162.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -607198.125000 Penalty: 2867.590088
	Iteration 17Q: 3 clusters Score -607198.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -607227.687500 Penalty: 2867.590088
	Iteration 18Q: 3 clusters Score -607227.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -607249.000000 Penalty: 2867.590088
	Iteration 19Q: 3 clusters Score -607249 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -607266.687500 Penalty: 2867.590088
	Iteration 20F: 3 clusters Score -607266.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -607282.375000 Penalty: 2867.590088
	Iteration 21Q: 3 clusters Score -607282.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -607294.437500 Penalty: 2867.590088
	Iteration 22Q: 3 clusters Score -607294.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -607309.125000 Penalty: 2867.590088
	Iteration 23Q: 3 clusters Score -607309.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -607319.937500 Penalty: 2867.590088
	Iteration 24Q: 3 clusters Score -607319.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -607332.125000 Penalty: 2867.590088
	Iteration 25Q: 3 clusters Score -607332.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -607351.687500 Penalty: 2867.590088
	Iteration 26Q: 3 clusters Score -607351.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -607370.375000 Penalty: 2867.590088
	Iteration 27Q: 3 clusters Score -607370.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -607378.562500 Penalty: 2867.590088
	Iteration 28Q: 3 clusters Score -607378.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -607384.062500 Penalty: 2867.590088
	Iteration 29Q: 3 clusters Score -607384.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -607387.562500 Penalty: 2867.590088
	Iteration 30Q: 3 clusters Score -607387.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -607393.125000 Penalty: 2867.590088
	Iteration 31Q: 3 clusters Score -607393.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -607394.875000 Penalty: 2867.590088
	Iteration 32Q: 3 clusters Score -607394.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -607396.937500 Penalty: 2867.590088
	Iteration 33Q: 3 clusters Score -607396.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -607398.500000 Penalty: 2867.590088
	Iteration 34Q: 3 clusters Score -607398.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -607399.562500 Penalty: 2867.590088
	Iteration 35Q: 3 clusters Score -607399.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -607401.437500 Penalty: 2867.590088
	Iteration 36Q: 3 clusters Score -607401.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -607404.312500 Penalty: 2867.590088
	Iteration 37Q: 3 clusters Score -607404.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -607405.312500 Penalty: 2867.590088
	Iteration 38Q: 3 clusters Score -607405.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -607406.937500 Penalty: 2867.590088
	Iteration 39Q: 3 clusters Score -607406.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -607409.312500 Penalty: 2867.590088
	Iteration 40F: 3 clusters Score -607409.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -607410.500000 Penalty: 2867.590088
	Iteration 41Q: 3 clusters Score -607410.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -607410.500000 Penalty: 2867.590088
	Iteration 42F: 3 clusters Score -607410.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 52462 members 
Mstep: Class 3 contains 37816 members 
Mstep: Class 4 contains 11048 members 
Mstep: Class 5 contains 3280 members 
Mstep: Class 6 contains 116320 members 
Mstep: Class 7 contains 125392 members 
Mstep: Class 8 contains 25472 members 
Mstep: Class 9 contains 61784 members 
Mstep: Class 10 contains 15036 members 
Mstep: Class 11 contains 4968 members 
Mstep: Class 12 contains 60193 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1235 members 
Mstep: Class 15 contains 1772 members 
Mstep: Class 16 contains 39900 members 
Mstep: Class 17 contains 4986 members 
Mstep: Class 18 contains 59425 members 
Mstep: Class 19 contains 5552 members 
Mstep: Class 20 contains 13531 members 
Mstep: Class 21 contains 14122 members 
Mstep: Class 22 contains 7334 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10377 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 120770 members 
Mstep: Class 28 contains 1386 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 3291 members 
Mstep: Class 31 contains 1031 members 
Mstep: Class 32 contains 4530 members 
Mstep: Class 33 contains 8291 members 
Mstep: Class 34 contains 1287 members 
Mstep: Class 35 contains 6780 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 11360 members 
Mstep: Class 38 contains 2726 members 
Mstep: Class 39 contains 1945 members 
Mstep: Class 40 contains 79121 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 2470 members 
Mstep: Class 43 contains 1299 members 
Mstep: Class 44 contains 3161 members 
Mstep: Class 45 contains 1805 members 
Entering Unmasked Estep 
Score: -84443784.000000 Penalty: 100714.671875
Splitting cluster 17 changes total score from -84444136.000000 to -84443784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (59425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59425 members 
Entering Unmasked Estep 
Score: -5459138.500000 Penalty: 1786.276489
	Iteration 0F: 2 clusters Score -5459138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -5419499.000000 Penalty: 3572.552979
	Iteration 0F: 3 clusters Score -5419499 nChanged 27939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -5435580.500000 Penalty: 3572.552979
	Iteration 1F: 3 clusters Score -5435580 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -5436170.500000 Penalty: 3572.552979
	Iteration 2Q: 3 clusters Score -5436170 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -5436869.500000 Penalty: 3572.552979
	Iteration 3Q: 3 clusters Score -5436870 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -5437844.500000 Penalty: 3572.552979
	Iteration 4Q: 3 clusters Score -5437844 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -5439469.500000 Penalty: 3572.552979
	Iteration 5F: 3 clusters Score -5439470 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41095 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -5441944.000000 Penalty: 3572.552979
	Iteration 6F: 3 clusters Score -5441944 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -5445133.500000 Penalty: 3572.552979
	Iteration 7F: 3 clusters Score -5445134 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48880 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -5448462.500000 Penalty: 3572.552979
	Iteration 8F: 3 clusters Score -5448462 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52298 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -5451439.000000 Penalty: 3572.552979
	Iteration 9F: 3 clusters Score -5451439 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54910 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -5453781.000000 Penalty: 3572.552979
	Iteration 10Q: 3 clusters Score -5453781 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56798 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -5455443.000000 Penalty: 3572.552979
	Iteration 11Q: 3 clusters Score -5455443 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57962 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5456404.500000 Penalty: 3572.552979
	Iteration 12Q: 3 clusters Score -5456404 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58631 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5456958.000000 Penalty: 3572.552979
	Iteration 13Q: 3 clusters Score -5456958 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58962 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5457226.000000 Penalty: 3572.552979
	Iteration 14Q: 3 clusters Score -5457226 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59113 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5457380.000000 Penalty: 3572.552979
	Iteration 15Q: 3 clusters Score -5457380 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59180 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5457474.500000 Penalty: 3572.552979
	Iteration 16Q: 3 clusters Score -5457474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59199 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5457517.500000 Penalty: 3572.552979
	Iteration 17Q: 3 clusters Score -5457518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59205 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5457540.500000 Penalty: 3572.552979
	Iteration 18Q: 3 clusters Score -5457540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59214 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5457559.500000 Penalty: 3572.552979
	Iteration 19Q: 3 clusters Score -5457560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5457566.500000 Penalty: 3572.552979
	Iteration 20F: 3 clusters Score -5457566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59226 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5457578.500000 Penalty: 3572.552979
	Iteration 21Q: 3 clusters Score -5457578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59230 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5457586.000000 Penalty: 3572.552979
	Iteration 22Q: 3 clusters Score -5457586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59231 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5457586.000000 Penalty: 3572.552979
	Iteration 23Q: 3 clusters Score -5457586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59232 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5457583.500000 Penalty: 3572.552979
	Iteration 24Q: 3 clusters Score -5457584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59233 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -5457582.500000 Penalty: 3572.552979
	Iteration 25Q: 3 clusters Score -5457582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -5457590.000000 Penalty: 3572.552979
	Iteration 26Q: 3 clusters Score -5457590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -5457598.500000 Penalty: 3572.552979
	Iteration 27Q: 3 clusters Score -5457598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -5457599.000000 Penalty: 3572.552979
	Iteration 28Q: 3 clusters Score -5457599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59240 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -5457597.500000 Penalty: 3572.552979
	Iteration 29Q: 3 clusters Score -5457598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59240 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -5457597.500000 Penalty: 3572.552979
	Iteration 30F: 3 clusters Score -5457598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Entering Unmasked Estep 
Score: -497480.750000 Penalty: 1401.061035
	Iteration 0F: 2 clusters Score -497480.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -493169.031250 Penalty: 2802.122070
	Iteration 0F: 3 clusters Score -493169 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -494413.531250 Penalty: 2802.122070
	Iteration 1F: 3 clusters Score -494413.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -494678.218750 Penalty: 2802.122070
	Iteration 2F: 3 clusters Score -494678.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -494894.718750 Penalty: 2802.122070
	Iteration 3F: 3 clusters Score -494894.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -495087.625000 Penalty: 2802.122070
	Iteration 4F: 3 clusters Score -495087.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -495243.156250 Penalty: 2802.122070
	Iteration 5Q: 3 clusters Score -495243.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -495391.750000 Penalty: 2802.122070
	Iteration 6Q: 3 clusters Score -495391.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -495503.875000 Penalty: 2802.122070
	Iteration 7Q: 3 clusters Score -495503.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -495596.781250 Penalty: 2802.122070
	Iteration 8Q: 3 clusters Score -495596.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -495678.781250 Penalty: 2802.122070
	Iteration 9Q: 3 clusters Score -495678.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -495747.281250 Penalty: 2802.122070
	Iteration 10Q: 3 clusters Score -495747.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -495807.718750 Penalty: 2802.122070
	Iteration 11Q: 3 clusters Score -495807.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -495855.750000 Penalty: 2802.122070
	Iteration 12Q: 3 clusters Score -495855.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -495904.656250 Penalty: 2802.122070
	Iteration 13Q: 3 clusters Score -495904.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -495942.593750 Penalty: 2802.122070
	Iteration 14Q: 3 clusters Score -495942.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -495979.906250 Penalty: 2802.122070
	Iteration 15Q: 3 clusters Score -495979.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -496025.906250 Penalty: 2802.122070
	Iteration 16Q: 3 clusters Score -496025.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -496063.250000 Penalty: 2802.122070
	Iteration 17Q: 3 clusters Score -496063.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -496096.437500 Penalty: 2802.122070
	Iteration 18Q: 3 clusters Score -496096.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -496135.656250 Penalty: 2802.122070
	Iteration 19Q: 3 clusters Score -496135.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -496163.781250 Penalty: 2802.122070
	Iteration 20F: 3 clusters Score -496163.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -496189.718750 Penalty: 2802.122070
	Iteration 21Q: 3 clusters Score -496189.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -496210.593750 Penalty: 2802.122070
	Iteration 22Q: 3 clusters Score -496210.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -496228.781250 Penalty: 2802.122070
	Iteration 23Q: 3 clusters Score -496228.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -496245.500000 Penalty: 2802.122070
	Iteration 24Q: 3 clusters Score -496245.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -496258.062500 Penalty: 2802.122070
	Iteration 25Q: 3 clusters Score -496258.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -496269.375000 Penalty: 2802.122070
	Iteration 26Q: 3 clusters Score -496269.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -496277.750000 Penalty: 2802.122070
	Iteration 27Q: 3 clusters Score -496277.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -496282.843750 Penalty: 2802.122070
	Iteration 28Q: 3 clusters Score -496282.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -496286.218750 Penalty: 2802.122070
	Iteration 29Q: 3 clusters Score -496286.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -496291.031250 Penalty: 2802.122070
	Iteration 30Q: 3 clusters Score -496291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -496296.093750 Penalty: 2802.122070
	Iteration 31Q: 3 clusters Score -496296.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -496299.281250 Penalty: 2802.122070
	Iteration 32Q: 3 clusters Score -496299.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -496302.093750 Penalty: 2802.122070
	Iteration 33Q: 3 clusters Score -496302.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -496305.312500 Penalty: 2802.122070
	Iteration 34Q: 3 clusters Score -496305.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -496307.718750 Penalty: 2802.122070
	Iteration 35Q: 3 clusters Score -496307.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -496311.031250 Penalty: 2802.122070
	Iteration 36Q: 3 clusters Score -496311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -496315.437500 Penalty: 2802.122070
	Iteration 37Q: 3 clusters Score -496315.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -496320.750000 Penalty: 2802.122070
	Iteration 38Q: 3 clusters Score -496320.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -496327.656250 Penalty: 2802.122070
	Iteration 39Q: 3 clusters Score -496327.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -496329.812500 Penalty: 2802.122070
	Iteration 40F: 3 clusters Score -496329.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -496333.250000 Penalty: 2802.122070
	Iteration 41Q: 3 clusters Score -496333.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -496335.468750 Penalty: 2802.122070
	Iteration 42Q: 3 clusters Score -496335.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -496336.937500 Penalty: 2802.122070
	Iteration 43Q: 3 clusters Score -496336.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -496337.500000 Penalty: 2802.122070
	Iteration 44Q: 3 clusters Score -496337.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -496338.406250 Penalty: 2802.122070
	Iteration 45Q: 3 clusters Score -496338.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -496338.781250 Penalty: 2802.122070
	Iteration 46Q: 3 clusters Score -496338.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -496338.781250 Penalty: 2802.122070
	Iteration 47F: 3 clusters Score -496338.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Entering Unmasked Estep 
Score: -1126624.375000 Penalty: 1545.819946
	Iteration 0F: 2 clusters Score -1126624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1117282.625000 Penalty: 3091.639893
	Iteration 0F: 3 clusters Score -1117283 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1121002.000000 Penalty: 3091.639893
	Iteration 1F: 3 clusters Score -1121002 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1121700.500000 Penalty: 3091.639893
	Iteration 2F: 3 clusters Score -1121700 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1122265.875000 Penalty: 3091.639893
	Iteration 3F: 3 clusters Score -1122266 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1122666.750000 Penalty: 3091.639893
	Iteration 4F: 3 clusters Score -1122667 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1122954.625000 Penalty: 3091.639893
	Iteration 5Q: 3 clusters Score -1122955 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1123185.625000 Penalty: 3091.639893
	Iteration 6Q: 3 clusters Score -1123186 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1123373.000000 Penalty: 3091.639893
	Iteration 7Q: 3 clusters Score -1123373 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1123521.250000 Penalty: 3091.639893
	Iteration 8Q: 3 clusters Score -1123521 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1123679.625000 Penalty: 3091.639893
	Iteration 9Q: 3 clusters Score -1123680 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1123815.125000 Penalty: 3091.639893
	Iteration 10Q: 3 clusters Score -1123815 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1123960.375000 Penalty: 3091.639893
	Iteration 11Q: 3 clusters Score -1123960 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1124098.875000 Penalty: 3091.639893
	Iteration 12Q: 3 clusters Score -1124099 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1124193.750000 Penalty: 3091.639893
	Iteration 13Q: 3 clusters Score -1124194 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1124254.000000 Penalty: 3091.639893
	Iteration 14Q: 3 clusters Score -1124254 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1124304.500000 Penalty: 3091.639893
	Iteration 15Q: 3 clusters Score -1124304 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1124353.000000 Penalty: 3091.639893
	Iteration 16Q: 3 clusters Score -1124353 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1124402.875000 Penalty: 3091.639893
	Iteration 17Q: 3 clusters Score -1124403 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1124447.000000 Penalty: 3091.639893
	Iteration 18Q: 3 clusters Score -1124447 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1124484.250000 Penalty: 3091.639893
	Iteration 19Q: 3 clusters Score -1124484 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1124514.250000 Penalty: 3091.639893
	Iteration 20F: 3 clusters Score -1124514 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1124538.875000 Penalty: 3091.639893
	Iteration 21Q: 3 clusters Score -1124539 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1124560.125000 Penalty: 3091.639893
	Iteration 22Q: 3 clusters Score -1124560 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1124577.125000 Penalty: 3091.639893
	Iteration 23Q: 3 clusters Score -1124577 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1124593.000000 Penalty: 3091.639893
	Iteration 24Q: 3 clusters Score -1124593 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1124613.750000 Penalty: 3091.639893
	Iteration 25Q: 3 clusters Score -1124614 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1124627.250000 Penalty: 3091.639893
	Iteration 26Q: 3 clusters Score -1124627 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1124645.375000 Penalty: 3091.639893
	Iteration 27Q: 3 clusters Score -1124645 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1124655.625000 Penalty: 3091.639893
	Iteration 28Q: 3 clusters Score -1124656 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1124672.375000 Penalty: 3091.639893
	Iteration 29Q: 3 clusters Score -1124672 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1124691.125000 Penalty: 3091.639893
	Iteration 30Q: 3 clusters Score -1124691 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1124707.125000 Penalty: 3091.639893
	Iteration 31Q: 3 clusters Score -1124707 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1124721.500000 Penalty: 3091.639893
	Iteration 32Q: 3 clusters Score -1124722 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1124734.125000 Penalty: 3091.639893
	Iteration 33Q: 3 clusters Score -1124734 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1124741.000000 Penalty: 3091.639893
	Iteration 34Q: 3 clusters Score -1124741 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1124749.500000 Penalty: 3091.639893
	Iteration 35Q: 3 clusters Score -1124750 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1124763.250000 Penalty: 3091.639893
	Iteration 36Q: 3 clusters Score -1124763 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1124773.250000 Penalty: 3091.639893
	Iteration 37Q: 3 clusters Score -1124773 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1124787.000000 Penalty: 3091.639893
	Iteration 38Q: 3 clusters Score -1124787 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1124796.875000 Penalty: 3091.639893
	Iteration 39Q: 3 clusters Score -1124797 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1124806.000000 Penalty: 3091.639893
	Iteration 40F: 3 clusters Score -1124806 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1124817.000000 Penalty: 3091.639893
	Iteration 41Q: 3 clusters Score -1124817 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1124827.375000 Penalty: 3091.639893
	Iteration 42Q: 3 clusters Score -1124827 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1124841.125000 Penalty: 3091.639893
	Iteration 43Q: 3 clusters Score -1124841 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1124852.000000 Penalty: 3091.639893
	Iteration 44Q: 3 clusters Score -1124852 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1124868.125000 Penalty: 3091.639893
	Iteration 45Q: 3 clusters Score -1124868 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1124891.750000 Penalty: 3091.639893
	Iteration 46Q: 3 clusters Score -1124892 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1124908.125000 Penalty: 3091.639893
	Iteration 47Q: 3 clusters Score -1124908 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1124921.000000 Penalty: 3091.639893
	Iteration 48Q: 3 clusters Score -1124921 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1124935.250000 Penalty: 3091.639893
	Iteration 49Q: 3 clusters Score -1124935 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1124958.125000 Penalty: 3091.639893
	Iteration 50Q: 3 clusters Score -1124958 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1124975.375000 Penalty: 3091.639893
	Iteration 51Q: 3 clusters Score -1124975 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1124995.000000 Penalty: 3091.639893
	Iteration 52Q: 3 clusters Score -1124995 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1125012.125000 Penalty: 3091.639893
	Iteration 53Q: 3 clusters Score -1125012 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1125037.750000 Penalty: 3091.639893
	Iteration 54Q: 3 clusters Score -1125038 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1125053.000000 Penalty: 3091.639893
	Iteration 55Q: 3 clusters Score -1125053 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1125071.000000 Penalty: 3091.639893
	Iteration 56Q: 3 clusters Score -1125071 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1125090.250000 Penalty: 3091.639893
	Iteration 57Q: 3 clusters Score -1125090 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1125111.750000 Penalty: 3091.639893
	Iteration 58Q: 3 clusters Score -1125112 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1125130.375000 Penalty: 3091.639893
	Iteration 59Q: 3 clusters Score -1125130 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1125154.625000 Penalty: 3091.639893
	Iteration 60F: 3 clusters Score -1125155 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1125166.750000 Penalty: 3091.639893
	Iteration 61Q: 3 clusters Score -1125167 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1125177.750000 Penalty: 3091.639893
	Iteration 62Q: 3 clusters Score -1125178 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1125187.125000 Penalty: 3091.639893
	Iteration 63Q: 3 clusters Score -1125187 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1125194.125000 Penalty: 3091.639893
	Iteration 64Q: 3 clusters Score -1125194 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1125203.875000 Penalty: 3091.639893
	Iteration 65Q: 3 clusters Score -1125204 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1125215.875000 Penalty: 3091.639893
	Iteration 66Q: 3 clusters Score -1125216 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1125222.000000 Penalty: 3091.639893
	Iteration 67Q: 3 clusters Score -1125222 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1125238.375000 Penalty: 3091.639893
	Iteration 68Q: 3 clusters Score -1125238 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1125252.500000 Penalty: 3091.639893
	Iteration 69Q: 3 clusters Score -1125252 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1125268.125000 Penalty: 3091.639893
	Iteration 70Q: 3 clusters Score -1125268 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1125282.000000 Penalty: 3091.639893
	Iteration 71Q: 3 clusters Score -1125282 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1125292.000000 Penalty: 3091.639893
	Iteration 72Q: 3 clusters Score -1125292 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1125304.000000 Penalty: 3091.639893
	Iteration 73Q: 3 clusters Score -1125304 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1125311.125000 Penalty: 3091.639893
	Iteration 74Q: 3 clusters Score -1125311 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1125321.000000 Penalty: 3091.639893
	Iteration 75Q: 3 clusters Score -1125321 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1125328.625000 Penalty: 3091.639893
	Iteration 76Q: 3 clusters Score -1125329 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1125337.875000 Penalty: 3091.639893
	Iteration 77Q: 3 clusters Score -1125338 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1125346.875000 Penalty: 3091.639893
	Iteration 78Q: 3 clusters Score -1125347 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1125358.500000 Penalty: 3091.639893
	Iteration 79Q: 3 clusters Score -1125358 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1125372.125000 Penalty: 3091.639893
	Iteration 80F: 3 clusters Score -1125372 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1125382.125000 Penalty: 3091.639893
	Iteration 81Q: 3 clusters Score -1125382 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1125391.250000 Penalty: 3091.639893
	Iteration 82Q: 3 clusters Score -1125391 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1125399.125000 Penalty: 3091.639893
	Iteration 83Q: 3 clusters Score -1125399 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1125407.250000 Penalty: 3091.639893
	Iteration 84Q: 3 clusters Score -1125407 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1125413.875000 Penalty: 3091.639893
	Iteration 85Q: 3 clusters Score -1125414 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1125433.875000 Penalty: 3091.639893
	Iteration 86Q: 3 clusters Score -1125434 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1125452.000000 Penalty: 3091.639893
	Iteration 87Q: 3 clusters Score -1125452 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1125471.625000 Penalty: 3091.639893
	Iteration 88Q: 3 clusters Score -1125472 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1125491.125000 Penalty: 3091.639893
	Iteration 89Q: 3 clusters Score -1125491 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1125505.250000 Penalty: 3091.639893
	Iteration 90Q: 3 clusters Score -1125505 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1125519.000000 Penalty: 3091.639893
	Iteration 91Q: 3 clusters Score -1125519 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1125531.625000 Penalty: 3091.639893
	Iteration 92Q: 3 clusters Score -1125532 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1125544.125000 Penalty: 3091.639893
	Iteration 93Q: 3 clusters Score -1125544 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1125558.375000 Penalty: 3091.639893
	Iteration 94Q: 3 clusters Score -1125558 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1125571.000000 Penalty: 3091.639893
	Iteration 95Q: 3 clusters Score -1125571 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1125588.250000 Penalty: 3091.639893
	Iteration 96Q: 3 clusters Score -1125588 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1125598.000000 Penalty: 3091.639893
	Iteration 97Q: 3 clusters Score -1125598 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1125610.000000 Penalty: 3091.639893
	Iteration 98Q: 3 clusters Score -1125610 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1125617.500000 Penalty: 3091.639893
	Iteration 99Q: 3 clusters Score -1125618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1125629.750000 Penalty: 3091.639893
	Iteration 100F: 3 clusters Score -1125630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1125639.000000 Penalty: 3091.639893
	Iteration 101Q: 3 clusters Score -1125639 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1125649.125000 Penalty: 3091.639893
	Iteration 102Q: 3 clusters Score -1125649 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1125658.750000 Penalty: 3091.639893
	Iteration 103Q: 3 clusters Score -1125659 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1125668.000000 Penalty: 3091.639893
	Iteration 104Q: 3 clusters Score -1125668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1125675.750000 Penalty: 3091.639893
	Iteration 105Q: 3 clusters Score -1125676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1125683.750000 Penalty: 3091.639893
	Iteration 106Q: 3 clusters Score -1125684 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1125687.375000 Penalty: 3091.639893
	Iteration 107Q: 3 clusters Score -1125687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1125692.500000 Penalty: 3091.639893
	Iteration 108Q: 3 clusters Score -1125692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1125700.750000 Penalty: 3091.639893
	Iteration 109Q: 3 clusters Score -1125701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1125701.500000 Penalty: 3091.639893
	Iteration 110Q: 3 clusters Score -1125702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1125702.750000 Penalty: 3091.639893
	Iteration 111Q: 3 clusters Score -1125703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1125701.125000 Penalty: 3091.639893
	Iteration 112Q: 3 clusters Score -1125701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1125703.625000 Penalty: 3091.639893
	Iteration 113Q: 3 clusters Score -1125704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1125706.000000 Penalty: 3091.639893
	Iteration 114Q: 3 clusters Score -1125706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1125707.000000 Penalty: 3091.639893
	Iteration 115Q: 3 clusters Score -1125707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1125706.500000 Penalty: 3091.639893
	Iteration 116Q: 3 clusters Score -1125706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1125706.500000 Penalty: 3091.639893
	Iteration 117F: 3 clusters Score -1125706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Entering Unmasked Estep 
Score: -1310153.875000 Penalty: 1552.767090
	Iteration 0F: 2 clusters Score -1310154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1300336.750000 Penalty: 3105.534180
	Iteration 0F: 3 clusters Score -1300337 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1303688.500000 Penalty: 3105.534180
	Iteration 1F: 3 clusters Score -1303688 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1303937.750000 Penalty: 3105.534180
	Iteration 2F: 3 clusters Score -1303938 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1304158.250000 Penalty: 3105.534180
	Iteration 3Q: 3 clusters Score -1304158 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1304369.875000 Penalty: 3105.534180
	Iteration 4Q: 3 clusters Score -1304370 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1304585.000000 Penalty: 3105.534180
	Iteration 5Q: 3 clusters Score -1304585 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1304822.625000 Penalty: 3105.534180
	Iteration 6Q: 3 clusters Score -1304823 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1305098.125000 Penalty: 3105.534180
	Iteration 7Q: 3 clusters Score -1305098 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1305452.875000 Penalty: 3105.534180
	Iteration 8Q: 3 clusters Score -1305453 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1305825.375000 Penalty: 3105.534180
	Iteration 9Q: 3 clusters Score -1305825 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1306239.000000 Penalty: 3105.534180
	Iteration 10Q: 3 clusters Score -1306239 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1306686.500000 Penalty: 3105.534180
	Iteration 11Q: 3 clusters Score -1306686 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1307127.750000 Penalty: 3105.534180
	Iteration 12Q: 3 clusters Score -1307128 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1307518.625000 Penalty: 3105.534180
	Iteration 13Q: 3 clusters Score -1307519 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1307831.125000 Penalty: 3105.534180
	Iteration 14Q: 3 clusters Score -1307831 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1308103.250000 Penalty: 3105.534180
	Iteration 15Q: 3 clusters Score -1308103 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1308331.250000 Penalty: 3105.534180
	Iteration 16Q: 3 clusters Score -1308331 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1308497.750000 Penalty: 3105.534180
	Iteration 17Q: 3 clusters Score -1308498 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1308606.500000 Penalty: 3105.534180
	Iteration 18Q: 3 clusters Score -1308606 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1308669.750000 Penalty: 3105.534180
	Iteration 19Q: 3 clusters Score -1308670 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1308702.750000 Penalty: 3105.534180
	Iteration 20F: 3 clusters Score -1308703 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1308732.250000 Penalty: 3105.534180
	Iteration 21Q: 3 clusters Score -1308732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1308751.000000 Penalty: 3105.534180
	Iteration 22Q: 3 clusters Score -1308751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1308763.000000 Penalty: 3105.534180
	Iteration 23Q: 3 clusters Score -1308763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1308776.500000 Penalty: 3105.534180
	Iteration 24Q: 3 clusters Score -1308776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1308793.625000 Penalty: 3105.534180
	Iteration 25Q: 3 clusters Score -1308794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1308803.625000 Penalty: 3105.534180
	Iteration 26Q: 3 clusters Score -1308804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1308807.375000 Penalty: 3105.534180
	Iteration 27Q: 3 clusters Score -1308807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1308808.250000 Penalty: 3105.534180
	Iteration 28Q: 3 clusters Score -1308808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1308809.875000 Penalty: 3105.534180
	Iteration 29Q: 3 clusters Score -1308810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1308811.500000 Penalty: 3105.534180
	Iteration 30Q: 3 clusters Score -1308812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1308811.625000 Penalty: 3105.534180
	Iteration 31Q: 3 clusters Score -1308812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1308811.625000 Penalty: 3105.534180
	Iteration 32F: 3 clusters Score -1308812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Entering Unmasked Estep 
Score: -663306.500000 Penalty: 1446.294922
	Iteration 0F: 2 clusters Score -663306.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -657880.937500 Penalty: 2892.589844
	Iteration 0F: 3 clusters Score -657880.9 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -659463.750000 Penalty: 2892.589844
	Iteration 1F: 3 clusters Score -659463.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -659638.625000 Penalty: 2892.589844
	Iteration 2F: 3 clusters Score -659638.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -659775.562500 Penalty: 2892.589844
	Iteration 3Q: 3 clusters Score -659775.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -659893.500000 Penalty: 2892.589844
	Iteration 4Q: 3 clusters Score -659893.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -660020.750000 Penalty: 2892.589844
	Iteration 5Q: 3 clusters Score -660020.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -660196.812500 Penalty: 2892.589844
	Iteration 6Q: 3 clusters Score -660196.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -660401.750000 Penalty: 2892.589844
	Iteration 7Q: 3 clusters Score -660401.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -660642.937500 Penalty: 2892.589844
	Iteration 8Q: 3 clusters Score -660642.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -660871.125000 Penalty: 2892.589844
	Iteration 9F: 3 clusters Score -660871.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -661082.250000 Penalty: 2892.589844
	Iteration 10Q: 3 clusters Score -661082.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -661261.062500 Penalty: 2892.589844
	Iteration 11Q: 3 clusters Score -661261.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -661432.187500 Penalty: 2892.589844
	Iteration 12Q: 3 clusters Score -661432.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -661593.687500 Penalty: 2892.589844
	Iteration 13Q: 3 clusters Score -661593.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -661710.562500 Penalty: 2892.589844
	Iteration 14Q: 3 clusters Score -661710.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -661809.187500 Penalty: 2892.589844
	Iteration 15Q: 3 clusters Score -661809.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -661871.687500 Penalty: 2892.589844
	Iteration 16Q: 3 clusters Score -661871.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -661926.187500 Penalty: 2892.589844
	Iteration 17Q: 3 clusters Score -661926.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -661966.937500 Penalty: 2892.589844
	Iteration 18Q: 3 clusters Score -661966.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -662007.187500 Penalty: 2892.589844
	Iteration 19Q: 3 clusters Score -662007.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -662046.812500 Penalty: 2892.589844
	Iteration 20F: 3 clusters Score -662046.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -662069.562500 Penalty: 2892.589844
	Iteration 21Q: 3 clusters Score -662069.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -662093.250000 Penalty: 2892.589844
	Iteration 22Q: 3 clusters Score -662093.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -662112.187500 Penalty: 2892.589844
	Iteration 23Q: 3 clusters Score -662112.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -662135.687500 Penalty: 2892.589844
	Iteration 24Q: 3 clusters Score -662135.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -662163.062500 Penalty: 2892.589844
	Iteration 25Q: 3 clusters Score -662163.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -662191.875000 Penalty: 2892.589844
	Iteration 26Q: 3 clusters Score -662191.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -662220.875000 Penalty: 2892.589844
	Iteration 27Q: 3 clusters Score -662220.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -662242.500000 Penalty: 2892.589844
	Iteration 28Q: 3 clusters Score -662242.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -662256.000000 Penalty: 2892.589844
	Iteration 29Q: 3 clusters Score -662256 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -662269.875000 Penalty: 2892.589844
	Iteration 30Q: 3 clusters Score -662269.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -662284.062500 Penalty: 2892.589844
	Iteration 31Q: 3 clusters Score -662284.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -662292.437500 Penalty: 2892.589844
	Iteration 32Q: 3 clusters Score -662292.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -662299.250000 Penalty: 2892.589844
	Iteration 33Q: 3 clusters Score -662299.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -662304.375000 Penalty: 2892.589844
	Iteration 34Q: 3 clusters Score -662304.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -662307.937500 Penalty: 2892.589844
	Iteration 35Q: 3 clusters Score -662307.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -662315.375000 Penalty: 2892.589844
	Iteration 36Q: 3 clusters Score -662315.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -662317.750000 Penalty: 2892.589844
	Iteration 37Q: 3 clusters Score -662317.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -662320.562500 Penalty: 2892.589844
	Iteration 38Q: 3 clusters Score -662320.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -662325.312500 Penalty: 2892.589844
	Iteration 39Q: 3 clusters Score -662325.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -662331.062500 Penalty: 2892.589844
	Iteration 40F: 3 clusters Score -662331.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -662338.187500 Penalty: 2892.589844
	Iteration 41Q: 3 clusters Score -662338.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -662344.125000 Penalty: 2892.589844
	Iteration 42Q: 3 clusters Score -662344.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -662347.750000 Penalty: 2892.589844
	Iteration 43Q: 3 clusters Score -662347.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -662353.250000 Penalty: 2892.589844
	Iteration 44Q: 3 clusters Score -662353.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -662355.937500 Penalty: 2892.589844
	Iteration 45Q: 3 clusters Score -662355.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -662358.562500 Penalty: 2892.589844
	Iteration 46Q: 3 clusters Score -662358.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -662358.625000 Penalty: 2892.589844
	Iteration 47Q: 3 clusters Score -662358.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -662358.687500 Penalty: 2892.589844
	Iteration 48Q: 3 clusters Score -662358.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -662359.937500 Penalty: 2892.589844
	Iteration 49Q: 3 clusters Score -662359.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -662359.875000 Penalty: 2892.589844
	Iteration 50Q: 3 clusters Score -662359.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -662359.125000 Penalty: 2892.589844
	Iteration 51Q: 3 clusters Score -662359.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -662359.125000 Penalty: 2892.589844
	Iteration 52F: 3 clusters Score -662359.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Entering Unmasked Estep 
Score: -503279.406250 Penalty: 1416.782715
	Iteration 0F: 2 clusters Score -503279.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -498612.937500 Penalty: 2833.565430
	Iteration 0F: 3 clusters Score -498612.9 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -500017.250000 Penalty: 2833.565430
	Iteration 1F: 3 clusters Score -500017.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -500281.843750 Penalty: 2833.565430
	Iteration 2F: 3 clusters Score -500281.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -500535.500000 Penalty: 2833.565430
	Iteration 3F: 3 clusters Score -500535.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -500799.281250 Penalty: 2833.565430
	Iteration 4F: 3 clusters Score -500799.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -501086.968750 Penalty: 2833.565430
	Iteration 5F: 3 clusters Score -501087 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -501332.312500 Penalty: 2833.565430
	Iteration 6F: 3 clusters Score -501332.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -501533.250000 Penalty: 2833.565430
	Iteration 7F: 3 clusters Score -501533.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -501672.875000 Penalty: 2833.565430
	Iteration 8Q: 3 clusters Score -501672.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -501781.562500 Penalty: 2833.565430
	Iteration 9Q: 3 clusters Score -501781.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -501886.468750 Penalty: 2833.565430
	Iteration 10Q: 3 clusters Score -501886.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -501975.312500 Penalty: 2833.565430
	Iteration 11Q: 3 clusters Score -501975.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -502032.750000 Penalty: 2833.565430
	Iteration 12Q: 3 clusters Score -502032.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -502072.156250 Penalty: 2833.565430
	Iteration 13Q: 3 clusters Score -502072.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -502102.656250 Penalty: 2833.565430
	Iteration 14Q: 3 clusters Score -502102.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -502124.218750 Penalty: 2833.565430
	Iteration 15Q: 3 clusters Score -502124.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -502147.312500 Penalty: 2833.565430
	Iteration 16Q: 3 clusters Score -502147.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -502165.000000 Penalty: 2833.565430
	Iteration 17Q: 3 clusters Score -502165 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -502178.281250 Penalty: 2833.565430
	Iteration 18Q: 3 clusters Score -502178.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -502189.031250 Penalty: 2833.565430
	Iteration 19Q: 3 clusters Score -502189 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -502197.625000 Penalty: 2833.565430
	Iteration 20F: 3 clusters Score -502197.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -502206.187500 Penalty: 2833.565430
	Iteration 21Q: 3 clusters Score -502206.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -502212.093750 Penalty: 2833.565430
	Iteration 22Q: 3 clusters Score -502212.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -502219.375000 Penalty: 2833.565430
	Iteration 23Q: 3 clusters Score -502219.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -502225.937500 Penalty: 2833.565430
	Iteration 24Q: 3 clusters Score -502225.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -502230.218750 Penalty: 2833.565430
	Iteration 25Q: 3 clusters Score -502230.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -502237.593750 Penalty: 2833.565430
	Iteration 26Q: 3 clusters Score -502237.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -502245.687500 Penalty: 2833.565430
	Iteration 27Q: 3 clusters Score -502245.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -502255.468750 Penalty: 2833.565430
	Iteration 28Q: 3 clusters Score -502255.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -502264.031250 Penalty: 2833.565430
	Iteration 29Q: 3 clusters Score -502264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -502270.968750 Penalty: 2833.565430
	Iteration 30Q: 3 clusters Score -502271 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -502282.406250 Penalty: 2833.565430
	Iteration 31Q: 3 clusters Score -502282.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -502300.750000 Penalty: 2833.565430
	Iteration 32Q: 3 clusters Score -502300.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -502337.500000 Penalty: 2833.565430
	Iteration 33Q: 3 clusters Score -502337.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -502392.593750 Penalty: 2833.565430
	Iteration 34Q: 3 clusters Score -502392.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -502459.750000 Penalty: 2833.565430
	Iteration 35Q: 3 clusters Score -502459.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -502512.656250 Penalty: 2833.565430
	Iteration 36Q: 3 clusters Score -502512.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -502541.343750 Penalty: 2833.565430
	Iteration 37Q: 3 clusters Score -502541.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -502560.812500 Penalty: 2833.565430
	Iteration 38Q: 3 clusters Score -502560.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -502575.718750 Penalty: 2833.565430
	Iteration 39Q: 3 clusters Score -502575.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -502586.062500 Penalty: 2833.565430
	Iteration 40F: 3 clusters Score -502586.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -502593.937500 Penalty: 2833.565430
	Iteration 41Q: 3 clusters Score -502593.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -502599.406250 Penalty: 2833.565430
	Iteration 42Q: 3 clusters Score -502599.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -502603.468750 Penalty: 2833.565430
	Iteration 43Q: 3 clusters Score -502603.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -502607.656250 Penalty: 2833.565430
	Iteration 44Q: 3 clusters Score -502607.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -502609.937500 Penalty: 2833.565430
	Iteration 45Q: 3 clusters Score -502609.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -502611.437500 Penalty: 2833.565430
	Iteration 46Q: 3 clusters Score -502611.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -502612.562500 Penalty: 2833.565430
	Iteration 47Q: 3 clusters Score -502612.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -502614.125000 Penalty: 2833.565430
	Iteration 48Q: 3 clusters Score -502614.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -502616.062500 Penalty: 2833.565430
	Iteration 49Q: 3 clusters Score -502616.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -502618.718750 Penalty: 2833.565430
	Iteration 50Q: 3 clusters Score -502618.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -502619.531250 Penalty: 2833.565430
	Iteration 51Q: 3 clusters Score -502619.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -502621.812500 Penalty: 2833.565430
	Iteration 52Q: 3 clusters Score -502621.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -502624.718750 Penalty: 2833.565430
	Iteration 53Q: 3 clusters Score -502624.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -502624.718750 Penalty: 2833.565430
	Iteration 54Q: 3 clusters Score -502624.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -502625.687500 Penalty: 2833.565430
	Iteration 55Q: 3 clusters Score -502625.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -502626.812500 Penalty: 2833.565430
	Iteration 56Q: 3 clusters Score -502626.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -502627.687500 Penalty: 2833.565430
	Iteration 57Q: 3 clusters Score -502627.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -502627.093750 Penalty: 2833.565430
	Iteration 58Q: 3 clusters Score -502627.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -502628.187500 Penalty: 2833.565430
	Iteration 59Q: 3 clusters Score -502628.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -502632.406250 Penalty: 2833.565430
	Iteration 60F: 3 clusters Score -502632.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -502632.281250 Penalty: 2833.565430
	Iteration 61Q: 3 clusters Score -502632.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -502633.875000 Penalty: 2833.565430
	Iteration 62Q: 3 clusters Score -502633.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -502633.781250 Penalty: 2833.565430
	Iteration 63Q: 3 clusters Score -502633.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -502633.781250 Penalty: 2833.565430
	Iteration 64F: 3 clusters Score -502633.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Entering Unmasked Estep 
Score: -64472.906250 Penalty: 1084.821289
	Iteration 0F: 2 clusters Score -64472.91 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 392 members 
Entering Unmasked Estep 
Score: -63196.226562 Penalty: 2169.642578
	Iteration 0F: 3 clusters Score -63196.23 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -63437.449219 Penalty: 2169.642578
	Iteration 1F: 3 clusters Score -63437.45 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -63500.031250 Penalty: 2169.642578
	Iteration 2F: 3 clusters Score -63500.03 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -63537.839844 Penalty: 2169.642578
	Iteration 3Q: 3 clusters Score -63537.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -63570.531250 Penalty: 2169.642578
	Iteration 4Q: 3 clusters Score -63570.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -63612.460938 Penalty: 2169.642578
	Iteration 5Q: 3 clusters Score -63612.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -63639.589844 Penalty: 2169.642578
	Iteration 6Q: 3 clusters Score -63639.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -63655.035156 Penalty: 2169.642578
	Iteration 7Q: 3 clusters Score -63655.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -63668.324219 Penalty: 2169.642578
	Iteration 8Q: 3 clusters Score -63668.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -63696.792969 Penalty: 2169.642578
	Iteration 9Q: 3 clusters Score -63696.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -63713.824219 Penalty: 2169.642578
	Iteration 10Q: 3 clusters Score -63713.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -63746.109375 Penalty: 2169.642578
	Iteration 11Q: 3 clusters Score -63746.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -63765.363281 Penalty: 2169.642578
	Iteration 12Q: 3 clusters Score -63765.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -63784.000000 Penalty: 2169.642578
	Iteration 13Q: 3 clusters Score -63784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -63788.570312 Penalty: 2169.642578
	Iteration 14Q: 3 clusters Score -63788.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -63794.476562 Penalty: 2169.642578
	Iteration 15Q: 3 clusters Score -63794.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -63796.628906 Penalty: 2169.642578
	Iteration 16Q: 3 clusters Score -63796.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -63800.363281 Penalty: 2169.642578
	Iteration 17Q: 3 clusters Score -63800.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -63800.363281 Penalty: 2169.642578
	Iteration 18F: 3 clusters Score -63800.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Entering Unmasked Estep 
Score: -964922.375000 Penalty: 1502.693848
	Iteration 0F: 2 clusters Score -964922.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -957500.062500 Penalty: 3005.387695
	Iteration 0F: 3 clusters Score -957500.1 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -959976.062500 Penalty: 3005.387695
	Iteration 1F: 3 clusters Score -959976.1 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -960336.000000 Penalty: 3005.387695
	Iteration 2F: 3 clusters Score -960336 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -960762.875000 Penalty: 3005.387695
	Iteration 3F: 3 clusters Score -960762.9 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -961248.062500 Penalty: 3005.387695
	Iteration 4F: 3 clusters Score -961248.1 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -961752.750000 Penalty: 3005.387695
	Iteration 5F: 3 clusters Score -961752.8 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -962225.875000 Penalty: 3005.387695
	Iteration 6F: 3 clusters Score -962225.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -962578.625000 Penalty: 3005.387695
	Iteration 7F: 3 clusters Score -962578.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -962840.187500 Penalty: 3005.387695
	Iteration 8Q: 3 clusters Score -962840.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -962988.000000 Penalty: 3005.387695
	Iteration 9Q: 3 clusters Score -962988 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -963076.125000 Penalty: 3005.387695
	Iteration 10Q: 3 clusters Score -963076.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -963138.937500 Penalty: 3005.387695
	Iteration 11Q: 3 clusters Score -963138.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -963191.437500 Penalty: 3005.387695
	Iteration 12Q: 3 clusters Score -963191.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -963243.750000 Penalty: 3005.387695
	Iteration 13Q: 3 clusters Score -963243.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -963294.437500 Penalty: 3005.387695
	Iteration 14Q: 3 clusters Score -963294.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -963338.000000 Penalty: 3005.387695
	Iteration 15Q: 3 clusters Score -963338 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -963381.687500 Penalty: 3005.387695
	Iteration 16Q: 3 clusters Score -963381.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -963423.562500 Penalty: 3005.387695
	Iteration 17Q: 3 clusters Score -963423.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -963475.937500 Penalty: 3005.387695
	Iteration 18Q: 3 clusters Score -963475.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -963520.937500 Penalty: 3005.387695
	Iteration 19Q: 3 clusters Score -963520.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -963557.187500 Penalty: 3005.387695
	Iteration 20F: 3 clusters Score -963557.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -963595.250000 Penalty: 3005.387695
	Iteration 21Q: 3 clusters Score -963595.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -963635.937500 Penalty: 3005.387695
	Iteration 22Q: 3 clusters Score -963635.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -963673.750000 Penalty: 3005.387695
	Iteration 23Q: 3 clusters Score -963673.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -963708.437500 Penalty: 3005.387695
	Iteration 24Q: 3 clusters Score -963708.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -963731.562500 Penalty: 3005.387695
	Iteration 25Q: 3 clusters Score -963731.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -963750.562500 Penalty: 3005.387695
	Iteration 26Q: 3 clusters Score -963750.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -963766.437500 Penalty: 3005.387695
	Iteration 27Q: 3 clusters Score -963766.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -963791.875000 Penalty: 3005.387695
	Iteration 28Q: 3 clusters Score -963791.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -963813.312500 Penalty: 3005.387695
	Iteration 29Q: 3 clusters Score -963813.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -963829.562500 Penalty: 3005.387695
	Iteration 30Q: 3 clusters Score -963829.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -963838.750000 Penalty: 3005.387695
	Iteration 31Q: 3 clusters Score -963838.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -963841.562500 Penalty: 3005.387695
	Iteration 32Q: 3 clusters Score -963841.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -963848.375000 Penalty: 3005.387695
	Iteration 33Q: 3 clusters Score -963848.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -963849.562500 Penalty: 3005.387695
	Iteration 34Q: 3 clusters Score -963849.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -963852.625000 Penalty: 3005.387695
	Iteration 35Q: 3 clusters Score -963852.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -963854.812500 Penalty: 3005.387695
	Iteration 36Q: 3 clusters Score -963854.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -963855.812500 Penalty: 3005.387695
	Iteration 37Q: 3 clusters Score -963855.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -963857.812500 Penalty: 3005.387695
	Iteration 38Q: 3 clusters Score -963857.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -963859.375000 Penalty: 3005.387695
	Iteration 39Q: 3 clusters Score -963859.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -963861.375000 Penalty: 3005.387695
	Iteration 40F: 3 clusters Score -963861.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Entering Unmasked Estep 
Score: -1488522.750000 Penalty: 1574.592407
	Iteration 0F: 2 clusters Score -1488523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1477479.875000 Penalty: 3149.184814
	Iteration 0F: 3 clusters Score -1477480 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1481431.125000 Penalty: 3149.184814
	Iteration 1F: 3 clusters Score -1481431 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1481764.625000 Penalty: 3149.184814
	Iteration 2F: 3 clusters Score -1481765 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1482101.875000 Penalty: 3149.184814
	Iteration 3F: 3 clusters Score -1482102 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1482465.875000 Penalty: 3149.184814
	Iteration 4F: 3 clusters Score -1482466 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1482906.000000 Penalty: 3149.184814
	Iteration 5F: 3 clusters Score -1482906 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1483378.500000 Penalty: 3149.184814
	Iteration 6F: 3 clusters Score -1483378 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1483955.750000 Penalty: 3149.184814
	Iteration 7F: 3 clusters Score -1483956 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1484603.000000 Penalty: 3149.184814
	Iteration 8F: 3 clusters Score -1484603 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1485286.125000 Penalty: 3149.184814
	Iteration 9F: 3 clusters Score -1485286 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1485928.625000 Penalty: 3149.184814
	Iteration 10Q: 3 clusters Score -1485929 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -1486384.875000 Penalty: 3149.184814
	Iteration 11Q: 3 clusters Score -1486385 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -1486735.000000 Penalty: 3149.184814
	Iteration 12Q: 3 clusters Score -1486735 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -1486940.625000 Penalty: 3149.184814
	Iteration 13Q: 3 clusters Score -1486941 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -1487059.625000 Penalty: 3149.184814
	Iteration 14Q: 3 clusters Score -1487060 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -1487115.375000 Penalty: 3149.184814
	Iteration 15Q: 3 clusters Score -1487115 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -1487143.625000 Penalty: 3149.184814
	Iteration 16Q: 3 clusters Score -1487144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -1487157.750000 Penalty: 3149.184814
	Iteration 17Q: 3 clusters Score -1487158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -1487160.750000 Penalty: 3149.184814
	Iteration 18Q: 3 clusters Score -1487161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -1487170.375000 Penalty: 3149.184814
	Iteration 19Q: 3 clusters Score -1487170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -1487175.375000 Penalty: 3149.184814
	Iteration 20F: 3 clusters Score -1487175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -1487176.750000 Penalty: 3149.184814
	Iteration 21Q: 3 clusters Score -1487177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -1487177.750000 Penalty: 3149.184814
	Iteration 22Q: 3 clusters Score -1487178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -1487182.625000 Penalty: 3149.184814
	Iteration 23Q: 3 clusters Score -1487183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -1487186.750000 Penalty: 3149.184814
	Iteration 24Q: 3 clusters Score -1487187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -1487190.375000 Penalty: 3149.184814
	Iteration 25Q: 3 clusters Score -1487190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -1487200.375000 Penalty: 3149.184814
	Iteration 26Q: 3 clusters Score -1487200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -1487205.000000 Penalty: 3149.184814
	Iteration 27Q: 3 clusters Score -1487205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -1487206.250000 Penalty: 3149.184814
	Iteration 28Q: 3 clusters Score -1487206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -1487206.125000 Penalty: 3149.184814
	Iteration 29Q: 3 clusters Score -1487206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -1487206.125000 Penalty: 3149.184814
	Iteration 30F: 3 clusters Score -1487206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (120770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120770 members 
Entering Unmasked Estep 
Score: -11002260.000000 Penalty: 1901.516968
	Iteration 0F: 2 clusters Score -1.100226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60382 members 
Mstep: Class 2 contains 60388 members 
Entering Unmasked Estep 
Score: -10921341.000000 Penalty: 3803.033936
	Iteration 0F: 3 clusters Score -1.092134e+07 nChanged 57849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61733 members 
Mstep: Class 2 contains 59037 members 
Entering Unmasked Estep 
Score: -10955661.000000 Penalty: 3803.033936
	Iteration 1F: 3 clusters Score -1.095566e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62947 members 
Mstep: Class 2 contains 57823 members 
Entering Unmasked Estep 
Score: -10956694.000000 Penalty: 3803.033936
	Iteration 2Q: 3 clusters Score -1.095669e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64763 members 
Mstep: Class 2 contains 56007 members 
Entering Unmasked Estep 
Score: -10957892.000000 Penalty: 3803.033936
	Iteration 3Q: 3 clusters Score -1.095789e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67405 members 
Mstep: Class 2 contains 53365 members 
Entering Unmasked Estep 
Score: -10959637.000000 Penalty: 3803.033936
	Iteration 4Q: 3 clusters Score -1.095964e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71048 members 
Mstep: Class 2 contains 49722 members 
Entering Unmasked Estep 
Score: -10962038.000000 Penalty: 3803.033936
	Iteration 5Q: 3 clusters Score -1.096204e+07 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75680 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -10965354.000000 Penalty: 3803.033936
	Iteration 6F: 3 clusters Score -1.096535e+07 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81265 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -10969670.000000 Penalty: 3803.033936
	Iteration 7F: 3 clusters Score -1.096967e+07 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87310 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -10974622.000000 Penalty: 3803.033936
	Iteration 8F: 3 clusters Score -1.097462e+07 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93310 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -10980132.000000 Penalty: 3803.033936
	Iteration 9F: 3 clusters Score -1.098013e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98513 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -10984946.000000 Penalty: 3803.033936
	Iteration 10Q: 3 clusters Score -1.098495e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102518 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -10988613.000000 Penalty: 3803.033936
	Iteration 11Q: 3 clusters Score -1.098861e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105638 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -10990930.000000 Penalty: 3803.033936
	Iteration 12Q: 3 clusters Score -1.099093e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108244 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -10992666.000000 Penalty: 3803.033936
	Iteration 13Q: 3 clusters Score -1.099267e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110473 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -10994191.000000 Penalty: 3803.033936
	Iteration 14Q: 3 clusters Score -1.099419e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112466 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -10995528.000000 Penalty: 3803.033936
	Iteration 15Q: 3 clusters Score -1.099553e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114222 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -10996748.000000 Penalty: 3803.033936
	Iteration 16Q: 3 clusters Score -1.099675e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115720 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -10997774.000000 Penalty: 3803.033936
	Iteration 17Q: 3 clusters Score -1.099777e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116893 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -10998427.000000 Penalty: 3803.033936
	Iteration 18Q: 3 clusters Score -1.099843e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117785 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -10998976.000000 Penalty: 3803.033936
	Iteration 19Q: 3 clusters Score -1.099898e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118472 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -10999393.000000 Penalty: 3803.033936
	Iteration 20F: 3 clusters Score -1.099939e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119035 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -10999737.000000 Penalty: 3803.033936
	Iteration 21Q: 3 clusters Score -1.099974e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119445 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -11000001.000000 Penalty: 3803.033936
	Iteration 22Q: 3 clusters Score -1.1e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119722 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -11000191.000000 Penalty: 3803.033936
	Iteration 23Q: 3 clusters Score -1.100019e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119904 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -11000337.000000 Penalty: 3803.033936
	Iteration 24Q: 3 clusters Score -1.100034e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120036 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -11000413.000000 Penalty: 3803.033936
	Iteration 25Q: 3 clusters Score -1.100041e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120129 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -11000463.000000 Penalty: 3803.033936
	Iteration 26Q: 3 clusters Score -1.100046e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120199 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -11000511.000000 Penalty: 3803.033936
	Iteration 27Q: 3 clusters Score -1.100051e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120244 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -11000537.000000 Penalty: 3803.033936
	Iteration 28Q: 3 clusters Score -1.100054e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120286 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -11000579.000000 Penalty: 3803.033936
	Iteration 29Q: 3 clusters Score -1.100058e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120316 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -11000614.000000 Penalty: 3803.033936
	Iteration 30Q: 3 clusters Score -1.100061e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120326 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -11000628.000000 Penalty: 3803.033936
	Iteration 31Q: 3 clusters Score -1.100063e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120342 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -11000649.000000 Penalty: 3803.033936
	Iteration 32Q: 3 clusters Score -1.100065e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120357 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -11000652.000000 Penalty: 3803.033936
	Iteration 33Q: 3 clusters Score -1.100065e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120373 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -11000653.000000 Penalty: 3803.033936
	Iteration 34Q: 3 clusters Score -1.100065e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120381 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -11000647.000000 Penalty: 3803.033936
	Iteration 35Q: 3 clusters Score -1.100065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120385 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -11000654.000000 Penalty: 3803.033936
	Iteration 36Q: 3 clusters Score -1.100065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120390 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -11000645.000000 Penalty: 3803.033936
	Iteration 37Q: 3 clusters Score -1.100064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120394 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -11000648.000000 Penalty: 3803.033936
	Iteration 38Q: 3 clusters Score -1.100065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120398 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -11000660.000000 Penalty: 3803.033936
	Iteration 39Q: 3 clusters Score -1.100066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120399 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -11000660.000000 Penalty: 3803.033936
	Iteration 40F: 3 clusters Score -1.100066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120398 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -11000660.000000 Penalty: 3803.033936
	Iteration 41Q: 3 clusters Score -1.100066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120398 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -11000660.000000 Penalty: 3803.033936
	Iteration 42F: 3 clusters Score -1.100066e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Entering Unmasked Estep 
Score: -110169.781250 Penalty: 1175.553833
	Iteration 0F: 2 clusters Score -110169.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -108540.539062 Penalty: 2351.107666
	Iteration 0F: 3 clusters Score -108540.5 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -109099.468750 Penalty: 2351.107666
	Iteration 1F: 3 clusters Score -109099.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -109299.421875 Penalty: 2351.107666
	Iteration 2F: 3 clusters Score -109299.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -109478.078125 Penalty: 2351.107666
	Iteration 3F: 3 clusters Score -109478.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -109632.492188 Penalty: 2351.107666
	Iteration 4F: 3 clusters Score -109632.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -109702.781250 Penalty: 2351.107666
	Iteration 5Q: 3 clusters Score -109702.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -109749.375000 Penalty: 2351.107666
	Iteration 6Q: 3 clusters Score -109749.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -109773.726562 Penalty: 2351.107666
	Iteration 7Q: 3 clusters Score -109773.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -109788.085938 Penalty: 2351.107666
	Iteration 8Q: 3 clusters Score -109788.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -109796.335938 Penalty: 2351.107666
	Iteration 9Q: 3 clusters Score -109796.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -109801.945312 Penalty: 2351.107666
	Iteration 10Q: 3 clusters Score -109801.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -109809.375000 Penalty: 2351.107666
	Iteration 11Q: 3 clusters Score -109809.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -109816.953125 Penalty: 2351.107666
	Iteration 12Q: 3 clusters Score -109817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -109820.054688 Penalty: 2351.107666
	Iteration 13Q: 3 clusters Score -109820.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -109821.976562 Penalty: 2351.107666
	Iteration 14Q: 3 clusters Score -109822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -109826.000000 Penalty: 2351.107666
	Iteration 15Q: 3 clusters Score -109826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -109828.390625 Penalty: 2351.107666
	Iteration 16Q: 3 clusters Score -109828.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -109829.757812 Penalty: 2351.107666
	Iteration 17Q: 3 clusters Score -109829.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -109831.601562 Penalty: 2351.107666
	Iteration 18Q: 3 clusters Score -109831.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -109834.226562 Penalty: 2351.107666
	Iteration 19Q: 3 clusters Score -109834.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -109836.320312 Penalty: 2351.107666
	Iteration 20F: 3 clusters Score -109836.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -109839.757812 Penalty: 2351.107666
	Iteration 21Q: 3 clusters Score -109839.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -109844.476562 Penalty: 2351.107666
	Iteration 22Q: 3 clusters Score -109844.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -109853.023438 Penalty: 2351.107666
	Iteration 23Q: 3 clusters Score -109853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -109867.828125 Penalty: 2351.107666
	Iteration 24Q: 3 clusters Score -109867.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -109879.734375 Penalty: 2351.107666
	Iteration 25Q: 3 clusters Score -109879.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -109887.765625 Penalty: 2351.107666
	Iteration 26Q: 3 clusters Score -109887.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -109893.492188 Penalty: 2351.107666
	Iteration 27Q: 3 clusters Score -109893.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -109897.812500 Penalty: 2351.107666
	Iteration 28Q: 3 clusters Score -109897.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -109902.257812 Penalty: 2351.107666
	Iteration 29Q: 3 clusters Score -109902.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -109907.726562 Penalty: 2351.107666
	Iteration 30Q: 3 clusters Score -109907.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -109910.570312 Penalty: 2351.107666
	Iteration 31Q: 3 clusters Score -109910.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -109915.140625 Penalty: 2351.107666
	Iteration 32Q: 3 clusters Score -109915.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -109918.179688 Penalty: 2351.107666
	Iteration 33Q: 3 clusters Score -109918.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -109921.398438 Penalty: 2351.107666
	Iteration 34Q: 3 clusters Score -109921.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -109930.703125 Penalty: 2351.107666
	Iteration 35Q: 3 clusters Score -109930.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -109943.335938 Penalty: 2351.107666
	Iteration 36Q: 3 clusters Score -109943.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -109957.601562 Penalty: 2351.107666
	Iteration 37Q: 3 clusters Score -109957.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -109965.750000 Penalty: 2351.107666
	Iteration 38Q: 3 clusters Score -109965.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -109970.265625 Penalty: 2351.107666
	Iteration 39Q: 3 clusters Score -109970.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -109970.937500 Penalty: 2351.107666
	Iteration 40F: 3 clusters Score -109970.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Entering Unmasked Estep 
Score: -101794.750000 Penalty: 1185.556885
	Iteration 0F: 2 clusters Score -101794.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -100107.132812 Penalty: 2371.113770
	Iteration 0F: 3 clusters Score -100107.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -100618.148438 Penalty: 2371.113770
	Iteration 1F: 3 clusters Score -100618.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -100798.875000 Penalty: 2371.113770
	Iteration 2F: 3 clusters Score -100798.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -100908.039062 Penalty: 2371.113770
	Iteration 3F: 3 clusters Score -100908 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -100973.687500 Penalty: 2371.113770
	Iteration 4Q: 3 clusters Score -100973.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -101019.718750 Penalty: 2371.113770
	Iteration 5Q: 3 clusters Score -101019.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -101065.179688 Penalty: 2371.113770
	Iteration 6Q: 3 clusters Score -101065.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -101113.296875 Penalty: 2371.113770
	Iteration 7Q: 3 clusters Score -101113.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -101145.796875 Penalty: 2371.113770
	Iteration 8Q: 3 clusters Score -101145.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -101163.101562 Penalty: 2371.113770
	Iteration 9Q: 3 clusters Score -101163.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -101176.632812 Penalty: 2371.113770
	Iteration 10Q: 3 clusters Score -101176.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -101193.226562 Penalty: 2371.113770
	Iteration 11Q: 3 clusters Score -101193.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -101214.171875 Penalty: 2371.113770
	Iteration 12Q: 3 clusters Score -101214.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -101256.937500 Penalty: 2371.113770
	Iteration 13Q: 3 clusters Score -101256.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -101296.960938 Penalty: 2371.113770
	Iteration 14Q: 3 clusters Score -101297 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -101319.546875 Penalty: 2371.113770
	Iteration 15Q: 3 clusters Score -101319.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -101351.601562 Penalty: 2371.113770
	Iteration 16Q: 3 clusters Score -101351.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -101368.164062 Penalty: 2371.113770
	Iteration 17Q: 3 clusters Score -101368.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -101384.945312 Penalty: 2371.113770
	Iteration 18Q: 3 clusters Score -101384.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -101395.914062 Penalty: 2371.113770
	Iteration 19Q: 3 clusters Score -101395.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -101402.578125 Penalty: 2371.113770
	Iteration 20F: 3 clusters Score -101402.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -101406.359375 Penalty: 2371.113770
	Iteration 21Q: 3 clusters Score -101406.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -101410.984375 Penalty: 2371.113770
	Iteration 22Q: 3 clusters Score -101411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -101414.414062 Penalty: 2371.113770
	Iteration 23Q: 3 clusters Score -101414.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -101416.234375 Penalty: 2371.113770
	Iteration 24Q: 3 clusters Score -101416.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -101416.234375 Penalty: 2371.113770
	Iteration 25F: 3 clusters Score -101416.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Entering Unmasked Estep 
Score: -286800.750000 Penalty: 1316.078857
	Iteration 0F: 2 clusters Score -286800.8 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 1645 members 
Entering Unmasked Estep 
Score: -283880.062500 Penalty: 2632.157715
	Iteration 0F: 3 clusters Score -283880.1 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -284627.718750 Penalty: 2632.157715
	Iteration 1F: 3 clusters Score -284627.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -284801.437500 Penalty: 2632.157715
	Iteration 2F: 3 clusters Score -284801.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -284920.093750 Penalty: 2632.157715
	Iteration 3F: 3 clusters Score -284920.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -285026.468750 Penalty: 2632.157715
	Iteration 4Q: 3 clusters Score -285026.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -285123.937500 Penalty: 2632.157715
	Iteration 5Q: 3 clusters Score -285123.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -285219.687500 Penalty: 2632.157715
	Iteration 6Q: 3 clusters Score -285219.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -285348.062500 Penalty: 2632.157715
	Iteration 7Q: 3 clusters Score -285348.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -285489.437500 Penalty: 2632.157715
	Iteration 8Q: 3 clusters Score -285489.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -285668.968750 Penalty: 2632.157715
	Iteration 9Q: 3 clusters Score -285669 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -285946.562500 Penalty: 2632.157715
	Iteration 10Q: 3 clusters Score -285946.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -286276.875000 Penalty: 2632.157715
	Iteration 11Q: 3 clusters Score -286276.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -286432.500000 Penalty: 2632.157715
	Iteration 12Q: 3 clusters Score -286432.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -286504.250000 Penalty: 2632.157715
	Iteration 13Q: 3 clusters Score -286504.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -286547.062500 Penalty: 2632.157715
	Iteration 14Q: 3 clusters Score -286547.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -286569.875000 Penalty: 2632.157715
	Iteration 15Q: 3 clusters Score -286569.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -286583.750000 Penalty: 2632.157715
	Iteration 16Q: 3 clusters Score -286583.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -286596.343750 Penalty: 2632.157715
	Iteration 17Q: 3 clusters Score -286596.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -286608.031250 Penalty: 2632.157715
	Iteration 18Q: 3 clusters Score -286608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -286613.187500 Penalty: 2632.157715
	Iteration 19Q: 3 clusters Score -286613.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -286620.593750 Penalty: 2632.157715
	Iteration 20F: 3 clusters Score -286620.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -286625.625000 Penalty: 2632.157715
	Iteration 21Q: 3 clusters Score -286625.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -286629.437500 Penalty: 2632.157715
	Iteration 22Q: 3 clusters Score -286629.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -286632.468750 Penalty: 2632.157715
	Iteration 23Q: 3 clusters Score -286632.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -286636.062500 Penalty: 2632.157715
	Iteration 24Q: 3 clusters Score -286636.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -286642.031250 Penalty: 2632.157715
	Iteration 25Q: 3 clusters Score -286642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -286644.875000 Penalty: 2632.157715
	Iteration 26Q: 3 clusters Score -286644.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -286647.062500 Penalty: 2632.157715
	Iteration 27Q: 3 clusters Score -286647.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -286648.343750 Penalty: 2632.157715
	Iteration 28Q: 3 clusters Score -286648.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -286649.437500 Penalty: 2632.157715
	Iteration 29Q: 3 clusters Score -286649.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -286649.406250 Penalty: 2632.157715
	Iteration 30Q: 3 clusters Score -286649.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -286650.000000 Penalty: 2632.157715
	Iteration 31Q: 3 clusters Score -286650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -286649.375000 Penalty: 2632.157715
	Iteration 32Q: 3 clusters Score -286649.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -286649.375000 Penalty: 2632.157715
	Iteration 33F: 3 clusters Score -286649.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -87202.179688 Penalty: 1127.471191
	Iteration 0F: 2 clusters Score -87202.18 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 511 members 
Entering Unmasked Estep 
Score: -85723.789062 Penalty: 2254.942383
	Iteration 0F: 3 clusters Score -85723.79 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -86029.164062 Penalty: 2254.942383
	Iteration 1F: 3 clusters Score -86029.16 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -86142.773438 Penalty: 2254.942383
	Iteration 2F: 3 clusters Score -86142.77 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -86244.265625 Penalty: 2254.942383
	Iteration 3F: 3 clusters Score -86244.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -86330.148438 Penalty: 2254.942383
	Iteration 4Q: 3 clusters Score -86330.15 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -86407.273438 Penalty: 2254.942383
	Iteration 5Q: 3 clusters Score -86407.27 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -86449.828125 Penalty: 2254.942383
	Iteration 6Q: 3 clusters Score -86449.83 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -86472.437500 Penalty: 2254.942383
	Iteration 7Q: 3 clusters Score -86472.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -86482.515625 Penalty: 2254.942383
	Iteration 8Q: 3 clusters Score -86482.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -86490.125000 Penalty: 2254.942383
	Iteration 9Q: 3 clusters Score -86490.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -86500.101562 Penalty: 2254.942383
	Iteration 10Q: 3 clusters Score -86500.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -86510.437500 Penalty: 2254.942383
	Iteration 11Q: 3 clusters Score -86510.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -86513.765625 Penalty: 2254.942383
	Iteration 12Q: 3 clusters Score -86513.77 nChanged 2
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: -86514.398438 Penalty: 2254.942383
	Iteration 13Q: 3 clusters Score -86514.4 nChanged 1
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: -86514.921875 Penalty: 2254.942383
	Iteration 14Q: 3 clusters Score -86514.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -86515.054688 Penalty: 2254.942383
	Iteration 15Q: 3 clusters Score -86515.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -86515.054688 Penalty: 2254.942383
	Iteration 16F: 3 clusters Score -86515.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Entering Unmasked Estep 
Score: -389645.937500 Penalty: 1368.002563
	Iteration 0F: 2 clusters Score -389645.9 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 2279 members 
Entering Unmasked Estep 
Score: -386001.625000 Penalty: 2736.005127
	Iteration 0F: 3 clusters Score -386001.6 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -387150.093750 Penalty: 2736.005127
	Iteration 1F: 3 clusters Score -387150.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -387498.812500 Penalty: 2736.005127
	Iteration 2F: 3 clusters Score -387498.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -387765.687500 Penalty: 2736.005127
	Iteration 3F: 3 clusters Score -387765.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -387960.093750 Penalty: 2736.005127
	Iteration 4F: 3 clusters Score -387960.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -388116.156250 Penalty: 2736.005127
	Iteration 5Q: 3 clusters Score -388116.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -388239.406250 Penalty: 2736.005127
	Iteration 6Q: 3 clusters Score -388239.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -388342.156250 Penalty: 2736.005127
	Iteration 7Q: 3 clusters Score -388342.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -388472.062500 Penalty: 2736.005127
	Iteration 8Q: 3 clusters Score -388472.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -388614.625000 Penalty: 2736.005127
	Iteration 9Q: 3 clusters Score -388614.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -388756.468750 Penalty: 2736.005127
	Iteration 10Q: 3 clusters Score -388756.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -388887.406250 Penalty: 2736.005127
	Iteration 11Q: 3 clusters Score -388887.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -388995.093750 Penalty: 2736.005127
	Iteration 12Q: 3 clusters Score -388995.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -389090.312500 Penalty: 2736.005127
	Iteration 13Q: 3 clusters Score -389090.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -389171.093750 Penalty: 2736.005127
	Iteration 14Q: 3 clusters Score -389171.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -389237.406250 Penalty: 2736.005127
	Iteration 15Q: 3 clusters Score -389237.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -389282.125000 Penalty: 2736.005127
	Iteration 16Q: 3 clusters Score -389282.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -389319.000000 Penalty: 2736.005127
	Iteration 17Q: 3 clusters Score -389319 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -389348.281250 Penalty: 2736.005127
	Iteration 18Q: 3 clusters Score -389348.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -389377.500000 Penalty: 2736.005127
	Iteration 19Q: 3 clusters Score -389377.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -389417.968750 Penalty: 2736.005127
	Iteration 20F: 3 clusters Score -389418 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -389456.000000 Penalty: 2736.005127
	Iteration 21Q: 3 clusters Score -389456 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -389493.437500 Penalty: 2736.005127
	Iteration 22Q: 3 clusters Score -389493.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -389543.343750 Penalty: 2736.005127
	Iteration 23Q: 3 clusters Score -389543.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -389586.750000 Penalty: 2736.005127
	Iteration 24Q: 3 clusters Score -389586.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -389640.937500 Penalty: 2736.005127
	Iteration 25Q: 3 clusters Score -389640.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -389699.187500 Penalty: 2736.005127
	Iteration 26Q: 3 clusters Score -389699.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -389758.562500 Penalty: 2736.005127
	Iteration 27Q: 3 clusters Score -389758.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -389809.468750 Penalty: 2736.005127
	Iteration 28Q: 3 clusters Score -389809.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -389874.750000 Penalty: 2736.005127
	Iteration 29Q: 3 clusters Score -389874.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -389921.906250 Penalty: 2736.005127
	Iteration 30Q: 3 clusters Score -389921.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -389967.593750 Penalty: 2736.005127
	Iteration 31Q: 3 clusters Score -389967.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -390009.125000 Penalty: 2736.005127
	Iteration 32Q: 3 clusters Score -390009.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -390055.750000 Penalty: 2736.005127
	Iteration 33Q: 3 clusters Score -390055.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -390092.062500 Penalty: 2736.005127
	Iteration 34Q: 3 clusters Score -390092.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -390129.562500 Penalty: 2736.005127
	Iteration 35Q: 3 clusters Score -390129.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -390157.031250 Penalty: 2736.005127
	Iteration 36Q: 3 clusters Score -390157 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -390186.375000 Penalty: 2736.005127
	Iteration 37Q: 3 clusters Score -390186.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -390203.062500 Penalty: 2736.005127
	Iteration 38Q: 3 clusters Score -390203.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -390210.843750 Penalty: 2736.005127
	Iteration 39Q: 3 clusters Score -390210.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -390236.343750 Penalty: 2736.005127
	Iteration 40F: 3 clusters Score -390236.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -390254.812500 Penalty: 2736.005127
	Iteration 41Q: 3 clusters Score -390254.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -390266.187500 Penalty: 2736.005127
	Iteration 42Q: 3 clusters Score -390266.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -390272.218750 Penalty: 2736.005127
	Iteration 43Q: 3 clusters Score -390272.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -390276.062500 Penalty: 2736.005127
	Iteration 44Q: 3 clusters Score -390276.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -390281.968750 Penalty: 2736.005127
	Iteration 45Q: 3 clusters Score -390282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -390283.218750 Penalty: 2736.005127
	Iteration 46Q: 3 clusters Score -390283.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -390283.625000 Penalty: 2736.005127
	Iteration 47Q: 3 clusters Score -390283.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -390284.718750 Penalty: 2736.005127
	Iteration 48Q: 3 clusters Score -390284.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -390286.093750 Penalty: 2736.005127
	Iteration 49Q: 3 clusters Score -390286.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -390286.781250 Penalty: 2736.005127
	Iteration 50Q: 3 clusters Score -390286.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -390287.062500 Penalty: 2736.005127
	Iteration 51Q: 3 clusters Score -390287.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -390287.343750 Penalty: 2736.005127
	Iteration 52Q: 3 clusters Score -390287.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -390289.000000 Penalty: 2736.005127
	Iteration 53Q: 3 clusters Score -390289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -390290.531250 Penalty: 2736.005127
	Iteration 54Q: 3 clusters Score -390290.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -390290.375000 Penalty: 2736.005127
	Iteration 55Q: 3 clusters Score -390290.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -390291.718750 Penalty: 2736.005127
	Iteration 56Q: 3 clusters Score -390291.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -390291.718750 Penalty: 2736.005127
	Iteration 57F: 3 clusters Score -390291.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 52462 members 
Mstep: Class 3 contains 37816 members 
Mstep: Class 4 contains 11048 members 
Mstep: Class 5 contains 3280 members 
Mstep: Class 6 contains 116320 members 
Mstep: Class 7 contains 125392 members 
Mstep: Class 8 contains 25472 members 
Mstep: Class 9 contains 61784 members 
Mstep: Class 10 contains 15036 members 
Mstep: Class 11 contains 4968 members 
Mstep: Class 12 contains 60193 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1235 members 
Mstep: Class 15 contains 1772 members 
Mstep: Class 16 contains 39900 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 59425 members 
Mstep: Class 19 contains 5552 members 
Mstep: Class 20 contains 13531 members 
Mstep: Class 21 contains 14122 members 
Mstep: Class 22 contains 7334 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10377 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 120770 members 
Mstep: Class 28 contains 1386 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 3291 members 
Mstep: Class 31 contains 1031 members 
Mstep: Class 32 contains 1540 members 
Mstep: Class 33 contains 8291 members 
Mstep: Class 34 contains 1287 members 
Mstep: Class 35 contains 6780 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 11360 members 
Mstep: Class 38 contains 2726 members 
Mstep: Class 39 contains 1945 members 
Mstep: Class 40 contains 79121 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 2470 members 
Mstep: Class 43 contains 1299 members 
Mstep: Class 44 contains 3161 members 
Mstep: Class 45 contains 2990 members 
Entering Unmasked Estep 
Score: -84443920.000000 Penalty: 100714.671875
Splitting cluster 32 changes total score from -84444136.000000 to -84443920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (8291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Entering Unmasked Estep 
Score: -765323.437500 Penalty: 1466.225586
	Iteration 0F: 2 clusters Score -765323.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -759227.625000 Penalty: 2932.451172
	Iteration 0F: 3 clusters Score -759227.6 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -761203.562500 Penalty: 2932.451172
	Iteration 1F: 3 clusters Score -761203.6 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -761463.250000 Penalty: 2932.451172
	Iteration 2F: 3 clusters Score -761463.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -761662.687500 Penalty: 2932.451172
	Iteration 3F: 3 clusters Score -761662.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -761832.375000 Penalty: 2932.451172
	Iteration 4Q: 3 clusters Score -761832.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -761995.500000 Penalty: 2932.451172
	Iteration 5Q: 3 clusters Score -761995.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -762156.000000 Penalty: 2932.451172
	Iteration 6Q: 3 clusters Score -762156 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -762306.062500 Penalty: 2932.451172
	Iteration 7Q: 3 clusters Score -762306.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -762495.750000 Penalty: 2932.451172
	Iteration 8Q: 3 clusters Score -762495.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -762712.937500 Penalty: 2932.451172
	Iteration 9Q: 3 clusters Score -762712.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -762910.500000 Penalty: 2932.451172
	Iteration 10Q: 3 clusters Score -762910.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -763105.937500 Penalty: 2932.451172
	Iteration 11Q: 3 clusters Score -763105.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -763303.625000 Penalty: 2932.451172
	Iteration 12Q: 3 clusters Score -763303.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -763469.687500 Penalty: 2932.451172
	Iteration 13Q: 3 clusters Score -763469.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -763603.687500 Penalty: 2932.451172
	Iteration 14Q: 3 clusters Score -763603.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -763700.812500 Penalty: 2932.451172
	Iteration 15Q: 3 clusters Score -763700.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -763778.250000 Penalty: 2932.451172
	Iteration 16Q: 3 clusters Score -763778.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -763833.687500 Penalty: 2932.451172
	Iteration 17Q: 3 clusters Score -763833.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -763878.312500 Penalty: 2932.451172
	Iteration 18Q: 3 clusters Score -763878.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -763923.437500 Penalty: 2932.451172
	Iteration 19Q: 3 clusters Score -763923.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -763960.187500 Penalty: 2932.451172
	Iteration 20F: 3 clusters Score -763960.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -763985.937500 Penalty: 2932.451172
	Iteration 21Q: 3 clusters Score -763985.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -764002.875000 Penalty: 2932.451172
	Iteration 22Q: 3 clusters Score -764002.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -764018.562500 Penalty: 2932.451172
	Iteration 23Q: 3 clusters Score -764018.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -764034.687500 Penalty: 2932.451172
	Iteration 24Q: 3 clusters Score -764034.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -764047.750000 Penalty: 2932.451172
	Iteration 25Q: 3 clusters Score -764047.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -764060.187500 Penalty: 2932.451172
	Iteration 26Q: 3 clusters Score -764060.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -764075.937500 Penalty: 2932.451172
	Iteration 27Q: 3 clusters Score -764075.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -764087.562500 Penalty: 2932.451172
	Iteration 28Q: 3 clusters Score -764087.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -764093.875000 Penalty: 2932.451172
	Iteration 29Q: 3 clusters Score -764093.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -764099.500000 Penalty: 2932.451172
	Iteration 30Q: 3 clusters Score -764099.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -764101.250000 Penalty: 2932.451172
	Iteration 31Q: 3 clusters Score -764101.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -764100.875000 Penalty: 2932.451172
	Iteration 32Q: 3 clusters Score -764100.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -764100.875000 Penalty: 2932.451172
	Iteration 33F: 3 clusters Score -764100.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -106784.437500 Penalty: 1163.511230
	Iteration 0F: 2 clusters Score -106784.4 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 640 members 
Entering Unmasked Estep 
Score: -105175.625000 Penalty: 2327.022461
	Iteration 0F: 3 clusters Score -105175.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -105574.929688 Penalty: 2327.022461
	Iteration 1F: 3 clusters Score -105574.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -105693.601562 Penalty: 2327.022461
	Iteration 2F: 3 clusters Score -105693.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -105751.382812 Penalty: 2327.022461
	Iteration 3Q: 3 clusters Score -105751.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -105791.515625 Penalty: 2327.022461
	Iteration 4Q: 3 clusters Score -105791.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -105820.992188 Penalty: 2327.022461
	Iteration 5Q: 3 clusters Score -105821 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -105839.882812 Penalty: 2327.022461
	Iteration 6Q: 3 clusters Score -105839.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -105850.406250 Penalty: 2327.022461
	Iteration 7Q: 3 clusters Score -105850.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -105852.968750 Penalty: 2327.022461
	Iteration 8Q: 3 clusters Score -105853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -105856.078125 Penalty: 2327.022461
	Iteration 9Q: 3 clusters Score -105856.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -105857.500000 Penalty: 2327.022461
	Iteration 10Q: 3 clusters Score -105857.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -105859.328125 Penalty: 2327.022461
	Iteration 11Q: 3 clusters Score -105859.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -105860.335938 Penalty: 2327.022461
	Iteration 12Q: 3 clusters Score -105860.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -105861.007812 Penalty: 2327.022461
	Iteration 13Q: 3 clusters Score -105861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -105861.984375 Penalty: 2327.022461
	Iteration 14Q: 3 clusters Score -105862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -105866.687500 Penalty: 2327.022461
	Iteration 15Q: 3 clusters Score -105866.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -105867.007812 Penalty: 2327.022461
	Iteration 16Q: 3 clusters Score -105867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -105868.382812 Penalty: 2327.022461
	Iteration 17Q: 3 clusters Score -105868.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -105868.554688 Penalty: 2327.022461
	Iteration 18Q: 3 clusters Score -105868.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -105869.523438 Penalty: 2327.022461
	Iteration 19Q: 3 clusters Score -105869.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -105871.656250 Penalty: 2327.022461
	Iteration 20F: 3 clusters Score -105871.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -105872.281250 Penalty: 2327.022461
	Iteration 21Q: 3 clusters Score -105872.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -105872.281250 Penalty: 2327.022461
	Iteration 22F: 3 clusters Score -105872.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Entering Unmasked Estep 
Score: -569391.312500 Penalty: 1433.531494
	Iteration 0F: 2 clusters Score -569391.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -564268.625000 Penalty: 2867.062988
	Iteration 0F: 3 clusters Score -564268.6 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -565901.875000 Penalty: 2867.062988
	Iteration 1F: 3 clusters Score -565901.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -566161.500000 Penalty: 2867.062988
	Iteration 2F: 3 clusters Score -566161.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -566340.375000 Penalty: 2867.062988
	Iteration 3F: 3 clusters Score -566340.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -566490.000000 Penalty: 2867.062988
	Iteration 4Q: 3 clusters Score -566490 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -566595.000000 Penalty: 2867.062988
	Iteration 5Q: 3 clusters Score -566595 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -566671.500000 Penalty: 2867.062988
	Iteration 6Q: 3 clusters Score -566671.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -566730.687500 Penalty: 2867.062988
	Iteration 7Q: 3 clusters Score -566730.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -566784.375000 Penalty: 2867.062988
	Iteration 8Q: 3 clusters Score -566784.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -566825.562500 Penalty: 2867.062988
	Iteration 9Q: 3 clusters Score -566825.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -566864.562500 Penalty: 2867.062988
	Iteration 10Q: 3 clusters Score -566864.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -566901.687500 Penalty: 2867.062988
	Iteration 11Q: 3 clusters Score -566901.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -566943.562500 Penalty: 2867.062988
	Iteration 12Q: 3 clusters Score -566943.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -566983.187500 Penalty: 2867.062988
	Iteration 13Q: 3 clusters Score -566983.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -567019.500000 Penalty: 2867.062988
	Iteration 14Q: 3 clusters Score -567019.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -567053.187500 Penalty: 2867.062988
	Iteration 15Q: 3 clusters Score -567053.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -567084.250000 Penalty: 2867.062988
	Iteration 16Q: 3 clusters Score -567084.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -567113.937500 Penalty: 2867.062988
	Iteration 17Q: 3 clusters Score -567113.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -567144.187500 Penalty: 2867.062988
	Iteration 18Q: 3 clusters Score -567144.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -567171.062500 Penalty: 2867.062988
	Iteration 19Q: 3 clusters Score -567171.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -567204.375000 Penalty: 2867.062988
	Iteration 20F: 3 clusters Score -567204.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -567228.250000 Penalty: 2867.062988
	Iteration 21Q: 3 clusters Score -567228.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -567256.312500 Penalty: 2867.062988
	Iteration 22Q: 3 clusters Score -567256.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -567283.062500 Penalty: 2867.062988
	Iteration 23Q: 3 clusters Score -567283.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -567303.625000 Penalty: 2867.062988
	Iteration 24Q: 3 clusters Score -567303.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -567323.187500 Penalty: 2867.062988
	Iteration 25Q: 3 clusters Score -567323.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -567343.125000 Penalty: 2867.062988
	Iteration 26Q: 3 clusters Score -567343.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -567364.937500 Penalty: 2867.062988
	Iteration 27Q: 3 clusters Score -567364.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -567395.875000 Penalty: 2867.062988
	Iteration 28Q: 3 clusters Score -567395.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -567429.187500 Penalty: 2867.062988
	Iteration 29Q: 3 clusters Score -567429.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -567455.500000 Penalty: 2867.062988
	Iteration 30Q: 3 clusters Score -567455.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -567481.812500 Penalty: 2867.062988
	Iteration 31Q: 3 clusters Score -567481.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -567511.750000 Penalty: 2867.062988
	Iteration 32Q: 3 clusters Score -567511.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -567538.187500 Penalty: 2867.062988
	Iteration 33Q: 3 clusters Score -567538.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -567567.500000 Penalty: 2867.062988
	Iteration 34Q: 3 clusters Score -567567.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -567599.875000 Penalty: 2867.062988
	Iteration 35Q: 3 clusters Score -567599.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -567626.125000 Penalty: 2867.062988
	Iteration 36Q: 3 clusters Score -567626.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -567651.312500 Penalty: 2867.062988
	Iteration 37Q: 3 clusters Score -567651.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -567674.375000 Penalty: 2867.062988
	Iteration 38Q: 3 clusters Score -567674.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -567696.125000 Penalty: 2867.062988
	Iteration 39Q: 3 clusters Score -567696.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -567716.812500 Penalty: 2867.062988
	Iteration 40F: 3 clusters Score -567716.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -567736.375000 Penalty: 2867.062988
	Iteration 41Q: 3 clusters Score -567736.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -567757.875000 Penalty: 2867.062988
	Iteration 42Q: 3 clusters Score -567757.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -567774.437500 Penalty: 2867.062988
	Iteration 43Q: 3 clusters Score -567774.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -567788.375000 Penalty: 2867.062988
	Iteration 44Q: 3 clusters Score -567788.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -567798.875000 Penalty: 2867.062988
	Iteration 45Q: 3 clusters Score -567798.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -567811.875000 Penalty: 2867.062988
	Iteration 46Q: 3 clusters Score -567811.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -567825.000000 Penalty: 2867.062988
	Iteration 47Q: 3 clusters Score -567825 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -567834.937500 Penalty: 2867.062988
	Iteration 48Q: 3 clusters Score -567834.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -567847.062500 Penalty: 2867.062988
	Iteration 49Q: 3 clusters Score -567847.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -567859.062500 Penalty: 2867.062988
	Iteration 50Q: 3 clusters Score -567859.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -567874.125000 Penalty: 2867.062988
	Iteration 51Q: 3 clusters Score -567874.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -567886.312500 Penalty: 2867.062988
	Iteration 52Q: 3 clusters Score -567886.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -567901.062500 Penalty: 2867.062988
	Iteration 53Q: 3 clusters Score -567901.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -567919.687500 Penalty: 2867.062988
	Iteration 54Q: 3 clusters Score -567919.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -567940.437500 Penalty: 2867.062988
	Iteration 55Q: 3 clusters Score -567940.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -567962.875000 Penalty: 2867.062988
	Iteration 56Q: 3 clusters Score -567962.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -567982.125000 Penalty: 2867.062988
	Iteration 57Q: 3 clusters Score -567982.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -567994.062500 Penalty: 2867.062988
	Iteration 58Q: 3 clusters Score -567994.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -568007.437500 Penalty: 2867.062988
	Iteration 59Q: 3 clusters Score -568007.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -568019.562500 Penalty: 2867.062988
	Iteration 60F: 3 clusters Score -568019.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -568029.500000 Penalty: 2867.062988
	Iteration 61Q: 3 clusters Score -568029.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -568040.000000 Penalty: 2867.062988
	Iteration 62Q: 3 clusters Score -568040 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -568054.000000 Penalty: 2867.062988
	Iteration 63Q: 3 clusters Score -568054 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -568070.000000 Penalty: 2867.062988
	Iteration 64Q: 3 clusters Score -568070 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -568092.500000 Penalty: 2867.062988
	Iteration 65Q: 3 clusters Score -568092.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -568108.750000 Penalty: 2867.062988
	Iteration 66Q: 3 clusters Score -568108.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -568117.000000 Penalty: 2867.062988
	Iteration 67Q: 3 clusters Score -568117 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -568124.500000 Penalty: 2867.062988
	Iteration 68Q: 3 clusters Score -568124.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -568131.000000 Penalty: 2867.062988
	Iteration 69Q: 3 clusters Score -568131 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -568140.375000 Penalty: 2867.062988
	Iteration 70Q: 3 clusters Score -568140.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -568145.312500 Penalty: 2867.062988
	Iteration 71Q: 3 clusters Score -568145.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -568153.000000 Penalty: 2867.062988
	Iteration 72Q: 3 clusters Score -568153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -568156.437500 Penalty: 2867.062988
	Iteration 73Q: 3 clusters Score -568156.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -568161.250000 Penalty: 2867.062988
	Iteration 74Q: 3 clusters Score -568161.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -568162.375000 Penalty: 2867.062988
	Iteration 75Q: 3 clusters Score -568162.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -568165.000000 Penalty: 2867.062988
	Iteration 76Q: 3 clusters Score -568165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -568166.687500 Penalty: 2867.062988
	Iteration 77Q: 3 clusters Score -568166.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -568166.250000 Penalty: 2867.062988
	Iteration 78Q: 3 clusters Score -568166.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -568168.062500 Penalty: 2867.062988
	Iteration 79Q: 3 clusters Score -568168.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -568169.687500 Penalty: 2867.062988
	Iteration 80F: 3 clusters Score -568169.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -568172.125000 Penalty: 2867.062988
	Iteration 81Q: 3 clusters Score -568172.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -568177.625000 Penalty: 2867.062988
	Iteration 82Q: 3 clusters Score -568177.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -568183.812500 Penalty: 2867.062988
	Iteration 83Q: 3 clusters Score -568183.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -568188.187500 Penalty: 2867.062988
	Iteration 84Q: 3 clusters Score -568188.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -568189.687500 Penalty: 2867.062988
	Iteration 85Q: 3 clusters Score -568189.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -568196.687500 Penalty: 2867.062988
	Iteration 86Q: 3 clusters Score -568196.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -568204.312500 Penalty: 2867.062988
	Iteration 87Q: 3 clusters Score -568204.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -568211.500000 Penalty: 2867.062988
	Iteration 88Q: 3 clusters Score -568211.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -568217.750000 Penalty: 2867.062988
	Iteration 89Q: 3 clusters Score -568217.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -568223.500000 Penalty: 2867.062988
	Iteration 90Q: 3 clusters Score -568223.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -568230.000000 Penalty: 2867.062988
	Iteration 91Q: 3 clusters Score -568230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -568238.375000 Penalty: 2867.062988
	Iteration 92Q: 3 clusters Score -568238.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -568242.062500 Penalty: 2867.062988
	Iteration 93Q: 3 clusters Score -568242.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -568246.187500 Penalty: 2867.062988
	Iteration 94Q: 3 clusters Score -568246.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -568250.375000 Penalty: 2867.062988
	Iteration 95Q: 3 clusters Score -568250.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -568251.312500 Penalty: 2867.062988
	Iteration 96Q: 3 clusters Score -568251.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -568253.625000 Penalty: 2867.062988
	Iteration 97Q: 3 clusters Score -568253.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -568257.437500 Penalty: 2867.062988
	Iteration 98Q: 3 clusters Score -568257.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -568259.250000 Penalty: 2867.062988
	Iteration 99Q: 3 clusters Score -568259.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -568259.750000 Penalty: 2867.062988
	Iteration 100F: 3 clusters Score -568259.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -568260.437500 Penalty: 2867.062988
	Iteration 101Q: 3 clusters Score -568260.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -568262.562500 Penalty: 2867.062988
	Iteration 102Q: 3 clusters Score -568262.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -568262.437500 Penalty: 2867.062988
	Iteration 103Q: 3 clusters Score -568262.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -568261.625000 Penalty: 2867.062988
	Iteration 104Q: 3 clusters Score -568261.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -568262.062500 Penalty: 2867.062988
	Iteration 105Q: 3 clusters Score -568262.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -568262.562500 Penalty: 2867.062988
	Iteration 106Q: 3 clusters Score -568262.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -568263.625000 Penalty: 2867.062988
	Iteration 107Q: 3 clusters Score -568263.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -568263.625000 Penalty: 2867.062988
	Iteration 108F: 3 clusters Score -568263.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Entering Unmasked Estep 
Score: -70036.851562 Penalty: 1094.757202
	Iteration 0F: 2 clusters Score -70036.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -68724.468750 Penalty: 2189.514404
	Iteration 0F: 3 clusters Score -68724.47 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -69005.593750 Penalty: 2189.514404
	Iteration 1F: 3 clusters Score -69005.59 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -69209.664062 Penalty: 2189.514404
	Iteration 2F: 3 clusters Score -69209.66 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -69371.351562 Penalty: 2189.514404
	Iteration 3F: 3 clusters Score -69371.35 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -69421.484375 Penalty: 2189.514404
	Iteration 4Q: 3 clusters Score -69421.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -69465.210938 Penalty: 2189.514404
	Iteration 5Q: 3 clusters Score -69465.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -69513.710938 Penalty: 2189.514404
	Iteration 6Q: 3 clusters Score -69513.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -69541.070312 Penalty: 2189.514404
	Iteration 7Q: 3 clusters Score -69541.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -69573.093750 Penalty: 2189.514404
	Iteration 8Q: 3 clusters Score -69573.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -69603.093750 Penalty: 2189.514404
	Iteration 9Q: 3 clusters Score -69603.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -69617.140625 Penalty: 2189.514404
	Iteration 10Q: 3 clusters Score -69617.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -69630.835938 Penalty: 2189.514404
	Iteration 11Q: 3 clusters Score -69630.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -69642.687500 Penalty: 2189.514404
	Iteration 12Q: 3 clusters Score -69642.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -69645.890625 Penalty: 2189.514404
	Iteration 13Q: 3 clusters Score -69645.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -69646.781250 Penalty: 2189.514404
	Iteration 14Q: 3 clusters Score -69646.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -69646.781250 Penalty: 2189.514404
	Iteration 15F: 3 clusters Score -69646.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (11360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Entering Unmasked Estep 
Score: -999458.500000 Penalty: 1517.401123
	Iteration 0F: 2 clusters Score -999458.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -991471.687500 Penalty: 3034.802246
	Iteration 0F: 3 clusters Score -991471.7 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -994295.375000 Penalty: 3034.802246
	Iteration 1F: 3 clusters Score -994295.4 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -994690.875000 Penalty: 3034.802246
	Iteration 2F: 3 clusters Score -994690.9 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -995110.375000 Penalty: 3034.802246
	Iteration 3F: 3 clusters Score -995110.4 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -995539.687500 Penalty: 3034.802246
	Iteration 4F: 3 clusters Score -995539.7 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -996039.812500 Penalty: 3034.802246
	Iteration 5F: 3 clusters Score -996039.8 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -996606.312500 Penalty: 3034.802246
	Iteration 6F: 3 clusters Score -996606.3 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -997209.375000 Penalty: 3034.802246
	Iteration 7F: 3 clusters Score -997209.4 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -997802.875000 Penalty: 3034.802246
	Iteration 8F: 3 clusters Score -997802.9 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -998410.750000 Penalty: 3034.802246
	Iteration 9Q: 3 clusters Score -998410.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -999062.125000 Penalty: 3034.802246
	Iteration 10Q: 3 clusters Score -999062.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -999819.875000 Penalty: 3034.802246
	Iteration 11Q: 3 clusters Score -999819.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1000522.250000 Penalty: 3034.802246
	Iteration 12Q: 3 clusters Score -1000522 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1000654.937500 Penalty: 3034.802246
	Iteration 13Q: 3 clusters Score -1000655 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1000686.375000 Penalty: 3034.802246
	Iteration 14Q: 3 clusters Score -1000686 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1000702.375000 Penalty: 3034.802246
	Iteration 15Q: 3 clusters Score -1000702 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1000719.875000 Penalty: 3034.802246
	Iteration 16Q: 3 clusters Score -1000720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1000730.500000 Penalty: 3034.802246
	Iteration 17Q: 3 clusters Score -1000730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1000736.562500 Penalty: 3034.802246
	Iteration 18Q: 3 clusters Score -1000737 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1000744.375000 Penalty: 3034.802246
	Iteration 19Q: 3 clusters Score -1000744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1000745.375000 Penalty: 3034.802246
	Iteration 20F: 3 clusters Score -1000745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1000748.562500 Penalty: 3034.802246
	Iteration 21Q: 3 clusters Score -1000749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1000747.250000 Penalty: 3034.802246
	Iteration 22Q: 3 clusters Score -1000747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1000749.875000 Penalty: 3034.802246
	Iteration 23Q: 3 clusters Score -1000750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1000751.812500 Penalty: 3034.802246
	Iteration 24Q: 3 clusters Score -1000752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1000751.812500 Penalty: 3034.802246
	Iteration 25Q: 3 clusters Score -1000752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1000751.875000 Penalty: 3034.802246
	Iteration 26Q: 3 clusters Score -1000752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1000752.562500 Penalty: 3034.802246
	Iteration 27Q: 3 clusters Score -1000753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1000752.750000 Penalty: 3034.802246
	Iteration 28Q: 3 clusters Score -1000753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1000752.687500 Penalty: 3034.802246
	Iteration 29Q: 3 clusters Score -1000753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1000753.000000 Penalty: 3034.802246
	Iteration 30Q: 3 clusters Score -1000753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1000753.000000 Penalty: 3034.802246
	Iteration 31F: 3 clusters Score -1000753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 52462 members 
Mstep: Class 3 contains 37816 members 
Mstep: Class 4 contains 11048 members 
Mstep: Class 5 contains 3280 members 
Mstep: Class 6 contains 116320 members 
Mstep: Class 7 contains 125392 members 
Mstep: Class 8 contains 25472 members 
Mstep: Class 9 contains 61784 members 
Mstep: Class 10 contains 15036 members 
Mstep: Class 11 contains 4968 members 
Mstep: Class 12 contains 60193 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1235 members 
Mstep: Class 15 contains 1772 members 
Mstep: Class 16 contains 39900 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 59425 members 
Mstep: Class 19 contains 5552 members 
Mstep: Class 20 contains 13531 members 
Mstep: Class 21 contains 14122 members 
Mstep: Class 22 contains 7334 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10377 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 120770 members 
Mstep: Class 28 contains 1386 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 3291 members 
Mstep: Class 31 contains 1031 members 
Mstep: Class 32 contains 4530 members 
Mstep: Class 33 contains 8291 members 
Mstep: Class 34 contains 1287 members 
Mstep: Class 35 contains 6780 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 7743 members 
Mstep: Class 38 contains 2726 members 
Mstep: Class 39 contains 1945 members 
Mstep: Class 40 contains 79121 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 2470 members 
Mstep: Class 43 contains 1299 members 
Mstep: Class 44 contains 3161 members 
Mstep: Class 45 contains 3617 members 
Entering Unmasked Estep 
Score: -84444744.000000 Penalty: 100714.671875
Splitting cluster 37 changes total score from -84444136.000000 to -84444744.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 38 (2726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Entering Unmasked Estep 
Score: -237212.671875 Penalty: 1285.470947
	Iteration 0F: 2 clusters Score -237212.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -234634.828125 Penalty: 2570.941895
	Iteration 0F: 3 clusters Score -234634.8 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -235260.234375 Penalty: 2570.941895
	Iteration 1F: 3 clusters Score -235260.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -235432.609375 Penalty: 2570.941895
	Iteration 2F: 3 clusters Score -235432.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -235623.312500 Penalty: 2570.941895
	Iteration 3F: 3 clusters Score -235623.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -235860.515625 Penalty: 2570.941895
	Iteration 4F: 3 clusters Score -235860.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -236115.078125 Penalty: 2570.941895
	Iteration 5F: 3 clusters Score -236115.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -236476.421875 Penalty: 2570.941895
	Iteration 6F: 3 clusters Score -236476.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -236850.109375 Penalty: 2570.941895
	Iteration 7F: 3 clusters Score -236850.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -237147.781250 Penalty: 2570.941895
	Iteration 8F: 3 clusters Score -237147.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -237341.671875 Penalty: 2570.941895
	Iteration 9F: 3 clusters Score -237341.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -237420.578125 Penalty: 2570.941895
	Iteration 10Q: 3 clusters Score -237420.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -237460.906250 Penalty: 2570.941895
	Iteration 11Q: 3 clusters Score -237460.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -237483.500000 Penalty: 2570.941895
	Iteration 12Q: 3 clusters Score -237483.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -237497.687500 Penalty: 2570.941895
	Iteration 13Q: 3 clusters Score -237497.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -237503.031250 Penalty: 2570.941895
	Iteration 14Q: 3 clusters Score -237503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -237505.171875 Penalty: 2570.941895
	Iteration 15Q: 3 clusters Score -237505.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -237506.531250 Penalty: 2570.941895
	Iteration 16Q: 3 clusters Score -237506.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -237509.718750 Penalty: 2570.941895
	Iteration 17Q: 3 clusters Score -237509.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -237514.640625 Penalty: 2570.941895
	Iteration 18Q: 3 clusters Score -237514.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -237516.718750 Penalty: 2570.941895
	Iteration 19Q: 3 clusters Score -237516.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -237518.328125 Penalty: 2570.941895
	Iteration 20F: 3 clusters Score -237518.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -237521.843750 Penalty: 2570.941895
	Iteration 21Q: 3 clusters Score -237521.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -237523.828125 Penalty: 2570.941895
	Iteration 22Q: 3 clusters Score -237523.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -237526.656250 Penalty: 2570.941895
	Iteration 23Q: 3 clusters Score -237526.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -237528.109375 Penalty: 2570.941895
	Iteration 24Q: 3 clusters Score -237528.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -237528.828125 Penalty: 2570.941895
	Iteration 25Q: 3 clusters Score -237528.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -237530.171875 Penalty: 2570.941895
	Iteration 26Q: 3 clusters Score -237530.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -237530.515625 Penalty: 2570.941895
	Iteration 27Q: 3 clusters Score -237530.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -237530.515625 Penalty: 2570.941895
	Iteration 28F: 3 clusters Score -237530.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 52462 members 
Mstep: Class 3 contains 37816 members 
Mstep: Class 4 contains 11048 members 
Mstep: Class 5 contains 3280 members 
Mstep: Class 6 contains 116320 members 
Mstep: Class 7 contains 125392 members 
Mstep: Class 8 contains 25472 members 
Mstep: Class 9 contains 61784 members 
Mstep: Class 10 contains 15036 members 
Mstep: Class 11 contains 4968 members 
Mstep: Class 12 contains 60193 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1235 members 
Mstep: Class 15 contains 1772 members 
Mstep: Class 16 contains 39900 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 59425 members 
Mstep: Class 19 contains 5552 members 
Mstep: Class 20 contains 13531 members 
Mstep: Class 21 contains 14122 members 
Mstep: Class 22 contains 7334 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10377 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 120770 members 
Mstep: Class 28 contains 1386 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 3291 members 
Mstep: Class 31 contains 1031 members 
Mstep: Class 32 contains 4530 members 
Mstep: Class 33 contains 8291 members 
Mstep: Class 34 contains 1287 members 
Mstep: Class 35 contains 6780 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 7743 members 
Mstep: Class 38 contains 854 members 
Mstep: Class 39 contains 1945 members 
Mstep: Class 40 contains 79121 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 2470 members 
Mstep: Class 43 contains 1299 members 
Mstep: Class 44 contains 3161 members 
Mstep: Class 45 contains 3617 members 
Mstep: Class 46 contains 1872 members 
Entering Unmasked Estep 
Score: -84444248.000000 Penalty: 102952.773438
Splitting cluster 38 changes total score from -84444136.000000 to -84444248.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 39 (1945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Entering Unmasked Estep 
Score: -168253.421875 Penalty: 1230.615234
	Iteration 0F: 2 clusters Score -168253.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -166204.281250 Penalty: 2461.230469
	Iteration 0F: 3 clusters Score -166204.3 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -166718.156250 Penalty: 2461.230469
	Iteration 1F: 3 clusters Score -166718.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -166896.171875 Penalty: 2461.230469
	Iteration 2F: 3 clusters Score -166896.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -167042.750000 Penalty: 2461.230469
	Iteration 3F: 3 clusters Score -167042.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -167134.828125 Penalty: 2461.230469
	Iteration 4F: 3 clusters Score -167134.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -167192.125000 Penalty: 2461.230469
	Iteration 5Q: 3 clusters Score -167192.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -167232.562500 Penalty: 2461.230469
	Iteration 6Q: 3 clusters Score -167232.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -167268.500000 Penalty: 2461.230469
	Iteration 7Q: 3 clusters Score -167268.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -167301.218750 Penalty: 2461.230469
	Iteration 8Q: 3 clusters Score -167301.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -167320.734375 Penalty: 2461.230469
	Iteration 9Q: 3 clusters Score -167320.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -167332.296875 Penalty: 2461.230469
	Iteration 10Q: 3 clusters Score -167332.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -167343.468750 Penalty: 2461.230469
	Iteration 11Q: 3 clusters Score -167343.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -167349.125000 Penalty: 2461.230469
	Iteration 12Q: 3 clusters Score -167349.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -167355.000000 Penalty: 2461.230469
	Iteration 13Q: 3 clusters Score -167355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -167357.031250 Penalty: 2461.230469
	Iteration 14Q: 3 clusters Score -167357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -167357.953125 Penalty: 2461.230469
	Iteration 15Q: 3 clusters Score -167358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -167359.171875 Penalty: 2461.230469
	Iteration 16Q: 3 clusters Score -167359.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -167361.828125 Penalty: 2461.230469
	Iteration 17Q: 3 clusters Score -167361.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -167364.453125 Penalty: 2461.230469
	Iteration 18Q: 3 clusters Score -167364.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -167368.171875 Penalty: 2461.230469
	Iteration 19Q: 3 clusters Score -167368.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -167373.703125 Penalty: 2461.230469
	Iteration 20F: 3 clusters Score -167373.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -167375.875000 Penalty: 2461.230469
	Iteration 21Q: 3 clusters Score -167375.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -167378.171875 Penalty: 2461.230469
	Iteration 22Q: 3 clusters Score -167378.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -167381.812500 Penalty: 2461.230469
	Iteration 23Q: 3 clusters Score -167381.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -167382.546875 Penalty: 2461.230469
	Iteration 24Q: 3 clusters Score -167382.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -167382.703125 Penalty: 2461.230469
	Iteration 25Q: 3 clusters Score -167382.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -167382.703125 Penalty: 2461.230469
	Iteration 26F: 3 clusters Score -167382.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (79121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79121 members 
Entering Unmasked Estep 
Score: -7307545.000000 Penalty: 1832.794189
	Iteration 0F: 2 clusters Score -7307545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -7254605.500000 Penalty: 3665.588379
	Iteration 0F: 3 clusters Score -7254606 nChanged 37687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -7277028.500000 Penalty: 3665.588379
	Iteration 1F: 3 clusters Score -7277028 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -7278611.000000 Penalty: 3665.588379
	Iteration 2Q: 3 clusters Score -7278611 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -7280965.000000 Penalty: 3665.588379
	Iteration 3F: 3 clusters Score -7280965 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -7284063.500000 Penalty: 3665.588379
	Iteration 4F: 3 clusters Score -7284064 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47741 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -7287921.500000 Penalty: 3665.588379
	Iteration 5F: 3 clusters Score -7287922 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50810 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -7292227.000000 Penalty: 3665.588379
	Iteration 6F: 3 clusters Score -7292227 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53787 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -7296202.000000 Penalty: 3665.588379
	Iteration 7F: 3 clusters Score -7296202 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56371 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -7298876.000000 Penalty: 3665.588379
	Iteration 8Q: 3 clusters Score -7298876 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58483 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -7300414.000000 Penalty: 3665.588379
	Iteration 9Q: 3 clusters Score -7300414 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60402 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -7301594.000000 Penalty: 3665.588379
	Iteration 10Q: 3 clusters Score -7301594 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62149 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -7302602.000000 Penalty: 3665.588379
	Iteration 11Q: 3 clusters Score -7302602 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63734 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -7303495.500000 Penalty: 3665.588379
	Iteration 12Q: 3 clusters Score -7303496 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65173 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -7304212.500000 Penalty: 3665.588379
	Iteration 13Q: 3 clusters Score -7304212 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66423 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -7304776.500000 Penalty: 3665.588379
	Iteration 14Q: 3 clusters Score -7304776 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67493 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -7305232.000000 Penalty: 3665.588379
	Iteration 15Q: 3 clusters Score -7305232 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68401 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -7305549.000000 Penalty: 3665.588379
	Iteration 16Q: 3 clusters Score -7305549 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69197 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -7305811.000000 Penalty: 3665.588379
	Iteration 17Q: 3 clusters Score -7305811 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69841 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -7305991.000000 Penalty: 3665.588379
	Iteration 18Q: 3 clusters Score -7305991 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70414 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -7306183.500000 Penalty: 3665.588379
	Iteration 19Q: 3 clusters Score -7306184 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70935 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -7306286.500000 Penalty: 3665.588379
	Iteration 20F: 3 clusters Score -7306286 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71390 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -7306407.500000 Penalty: 3665.588379
	Iteration 21Q: 3 clusters Score -7306408 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71800 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -7306459.500000 Penalty: 3665.588379
	Iteration 22Q: 3 clusters Score -7306460 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72139 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -7306491.500000 Penalty: 3665.588379
	Iteration 23Q: 3 clusters Score -7306492 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72471 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -7306542.000000 Penalty: 3665.588379
	Iteration 24Q: 3 clusters Score -7306542 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72743 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -7306593.500000 Penalty: 3665.588379
	Iteration 25Q: 3 clusters Score -7306594 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72988 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -7306638.000000 Penalty: 3665.588379
	Iteration 26Q: 3 clusters Score -7306638 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73216 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -7306687.000000 Penalty: 3665.588379
	Iteration 27Q: 3 clusters Score -7306687 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73434 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -7306727.500000 Penalty: 3665.588379
	Iteration 28Q: 3 clusters Score -7306728 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73624 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -7306756.000000 Penalty: 3665.588379
	Iteration 29Q: 3 clusters Score -7306756 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73791 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -7306800.500000 Penalty: 3665.588379
	Iteration 30Q: 3 clusters Score -7306800 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73945 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -7306827.000000 Penalty: 3665.588379
	Iteration 31Q: 3 clusters Score -7306827 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74075 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -7306830.500000 Penalty: 3665.588379
	Iteration 32Q: 3 clusters Score -7306830 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74197 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -7306849.500000 Penalty: 3665.588379
	Iteration 33Q: 3 clusters Score -7306850 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74312 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -7306866.000000 Penalty: 3665.588379
	Iteration 34Q: 3 clusters Score -7306866 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74416 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -7306877.500000 Penalty: 3665.588379
	Iteration 35Q: 3 clusters Score -7306878 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74517 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -7306883.000000 Penalty: 3665.588379
	Iteration 36Q: 3 clusters Score -7306883 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74584 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -7306905.500000 Penalty: 3665.588379
	Iteration 37Q: 3 clusters Score -7306906 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74644 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -7306915.500000 Penalty: 3665.588379
	Iteration 38Q: 3 clusters Score -7306916 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74696 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -7306921.000000 Penalty: 3665.588379
	Iteration 39Q: 3 clusters Score -7306921 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74742 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -7306934.500000 Penalty: 3665.588379
	Iteration 40F: 3 clusters Score -7306934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74773 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -7306926.000000 Penalty: 3665.588379
	Iteration 41Q: 3 clusters Score -7306926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74798 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -7306935.000000 Penalty: 3665.588379
	Iteration 42Q: 3 clusters Score -7306935 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74828 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -7306931.500000 Penalty: 3665.588379
	Iteration 43Q: 3 clusters Score -7306932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74849 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -7306938.000000 Penalty: 3665.588379
	Iteration 44Q: 3 clusters Score -7306938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74871 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -7306927.500000 Penalty: 3665.588379
	Iteration 45Q: 3 clusters Score -7306928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74889 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -7306927.000000 Penalty: 3665.588379
	Iteration 46Q: 3 clusters Score -7306927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74906 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -7306935.500000 Penalty: 3665.588379
	Iteration 47Q: 3 clusters Score -7306936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74921 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -7306920.500000 Penalty: 3665.588379
	Iteration 48Q: 3 clusters Score -7306920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74932 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -7306926.500000 Penalty: 3665.588379
	Iteration 49Q: 3 clusters Score -7306926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74942 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -7306928.000000 Penalty: 3665.588379
	Iteration 50Q: 3 clusters Score -7306928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74954 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -7306925.500000 Penalty: 3665.588379
	Iteration 51Q: 3 clusters Score -7306926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74961 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -7306927.000000 Penalty: 3665.588379
	Iteration 52Q: 3 clusters Score -7306927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74968 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -7306931.500000 Penalty: 3665.588379
	Iteration 53Q: 3 clusters Score -7306932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74974 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -7306936.000000 Penalty: 3665.588379
	Iteration 54Q: 3 clusters Score -7306936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74982 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -7306937.000000 Penalty: 3665.588379
	Iteration 55Q: 3 clusters Score -7306937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74988 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -7306937.000000 Penalty: 3665.588379
	Iteration 56Q: 3 clusters Score -7306937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74995 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -7306941.500000 Penalty: 3665.588379
	Iteration 57Q: 3 clusters Score -7306942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75002 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -7306947.500000 Penalty: 3665.588379
	Iteration 58Q: 3 clusters Score -7306948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75011 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -7306949.500000 Penalty: 3665.588379
	Iteration 59Q: 3 clusters Score -7306950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75021 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -7306955.000000 Penalty: 3665.588379
	Iteration 60F: 3 clusters Score -7306955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75033 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -7306958.000000 Penalty: 3665.588379
	Iteration 61Q: 3 clusters Score -7306958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75040 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -7306957.500000 Penalty: 3665.588379
	Iteration 62Q: 3 clusters Score -7306958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75044 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -7306962.000000 Penalty: 3665.588379
	Iteration 63Q: 3 clusters Score -7306962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75047 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -7306958.500000 Penalty: 3665.588379
	Iteration 64Q: 3 clusters Score -7306958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75050 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -7306963.000000 Penalty: 3665.588379
	Iteration 65Q: 3 clusters Score -7306963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75054 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -7306957.500000 Penalty: 3665.588379
	Iteration 66Q: 3 clusters Score -7306958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75061 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -7306965.500000 Penalty: 3665.588379
	Iteration 67Q: 3 clusters Score -7306966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75069 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -7306961.000000 Penalty: 3665.588379
	Iteration 68Q: 3 clusters Score -7306961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75072 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -7306963.000000 Penalty: 3665.588379
	Iteration 69Q: 3 clusters Score -7306963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75074 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -7306960.000000 Penalty: 3665.588379
	Iteration 70Q: 3 clusters Score -7306960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75075 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -7306959.500000 Penalty: 3665.588379
	Iteration 71Q: 3 clusters Score -7306960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75076 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -7306964.500000 Penalty: 3665.588379
	Iteration 72Q: 3 clusters Score -7306964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75076 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -7306964.500000 Penalty: 3665.588379
	Iteration 73F: 3 clusters Score -7306964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Entering Unmasked Estep 
Score: -617072.875000 Penalty: 1436.076050
	Iteration 0F: 2 clusters Score -617072.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -611915.937500 Penalty: 2872.152100
	Iteration 0F: 3 clusters Score -611915.9 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -613643.125000 Penalty: 2872.152100
	Iteration 1F: 3 clusters Score -613643.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -613926.375000 Penalty: 2872.152100
	Iteration 2F: 3 clusters Score -613926.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -614142.062500 Penalty: 2872.152100
	Iteration 3F: 3 clusters Score -614142.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -614326.000000 Penalty: 2872.152100
	Iteration 4Q: 3 clusters Score -614326 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -614492.562500 Penalty: 2872.152100
	Iteration 5Q: 3 clusters Score -614492.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -614625.562500 Penalty: 2872.152100
	Iteration 6Q: 3 clusters Score -614625.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -614722.375000 Penalty: 2872.152100
	Iteration 7Q: 3 clusters Score -614722.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -614810.000000 Penalty: 2872.152100
	Iteration 8Q: 3 clusters Score -614810 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -614896.000000 Penalty: 2872.152100
	Iteration 9Q: 3 clusters Score -614896 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -614988.500000 Penalty: 2872.152100
	Iteration 10Q: 3 clusters Score -614988.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -615088.937500 Penalty: 2872.152100
	Iteration 11Q: 3 clusters Score -615088.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -615201.062500 Penalty: 2872.152100
	Iteration 12Q: 3 clusters Score -615201.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -615367.937500 Penalty: 2872.152100
	Iteration 13Q: 3 clusters Score -615367.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -615627.500000 Penalty: 2872.152100
	Iteration 14Q: 3 clusters Score -615627.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -615967.625000 Penalty: 2872.152100
	Iteration 15Q: 3 clusters Score -615967.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -616265.250000 Penalty: 2872.152100
	Iteration 16Q: 3 clusters Score -616265.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -616478.812500 Penalty: 2872.152100
	Iteration 17Q: 3 clusters Score -616478.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -616635.125000 Penalty: 2872.152100
	Iteration 18Q: 3 clusters Score -616635.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -616737.312500 Penalty: 2872.152100
	Iteration 19Q: 3 clusters Score -616737.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -616808.937500 Penalty: 2872.152100
	Iteration 20F: 3 clusters Score -616808.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -616864.500000 Penalty: 2872.152100
	Iteration 21Q: 3 clusters Score -616864.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -616907.125000 Penalty: 2872.152100
	Iteration 22Q: 3 clusters Score -616907.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -616937.500000 Penalty: 2872.152100
	Iteration 23Q: 3 clusters Score -616937.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -616961.750000 Penalty: 2872.152100
	Iteration 24Q: 3 clusters Score -616961.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -616968.750000 Penalty: 2872.152100
	Iteration 25Q: 3 clusters Score -616968.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -616975.125000 Penalty: 2872.152100
	Iteration 26Q: 3 clusters Score -616975.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -616983.250000 Penalty: 2872.152100
	Iteration 27Q: 3 clusters Score -616983.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -616986.312500 Penalty: 2872.152100
	Iteration 28Q: 3 clusters Score -616986.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -616988.937500 Penalty: 2872.152100
	Iteration 29Q: 3 clusters Score -616988.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -616990.812500 Penalty: 2872.152100
	Iteration 30Q: 3 clusters Score -616990.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -616993.250000 Penalty: 2872.152100
	Iteration 31Q: 3 clusters Score -616993.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -616995.750000 Penalty: 2872.152100
	Iteration 32Q: 3 clusters Score -616995.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -616997.750000 Penalty: 2872.152100
	Iteration 33Q: 3 clusters Score -616997.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -617000.125000 Penalty: 2872.152100
	Iteration 34Q: 3 clusters Score -617000.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -617002.062500 Penalty: 2872.152100
	Iteration 35Q: 3 clusters Score -617002.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -617003.312500 Penalty: 2872.152100
	Iteration 36Q: 3 clusters Score -617003.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -617004.812500 Penalty: 2872.152100
	Iteration 37Q: 3 clusters Score -617004.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -617005.625000 Penalty: 2872.152100
	Iteration 38Q: 3 clusters Score -617005.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -617008.437500 Penalty: 2872.152100
	Iteration 39Q: 3 clusters Score -617008.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -617008.000000 Penalty: 2872.152100
	Iteration 40F: 3 clusters Score -617008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -617008.500000 Penalty: 2872.152100
	Iteration 41Q: 3 clusters Score -617008.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -617008.500000 Penalty: 2872.152100
	Iteration 42Q: 3 clusters Score -617008.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -617008.500000 Penalty: 2872.152100
	Iteration 43F: 3 clusters Score -617008.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Entering Unmasked Estep 
Score: -186757.984375 Penalty: 1269.445679
	Iteration 0F: 2 clusters Score -186758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -184419.171875 Penalty: 2538.891357
	Iteration 0F: 3 clusters Score -184419.2 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -185266.062500 Penalty: 2538.891357
	Iteration 1F: 3 clusters Score -185266.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -185746.812500 Penalty: 2538.891357
	Iteration 2F: 3 clusters Score -185746.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -186048.890625 Penalty: 2538.891357
	Iteration 3F: 3 clusters Score -186048.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -186238.812500 Penalty: 2538.891357
	Iteration 4F: 3 clusters Score -186238.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -186382.453125 Penalty: 2538.891357
	Iteration 5Q: 3 clusters Score -186382.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -186477.406250 Penalty: 2538.891357
	Iteration 6Q: 3 clusters Score -186477.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -186552.000000 Penalty: 2538.891357
	Iteration 7Q: 3 clusters Score -186552 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -186606.437500 Penalty: 2538.891357
	Iteration 8Q: 3 clusters Score -186606.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -186651.734375 Penalty: 2538.891357
	Iteration 9Q: 3 clusters Score -186651.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -186690.593750 Penalty: 2538.891357
	Iteration 10Q: 3 clusters Score -186690.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -186735.359375 Penalty: 2538.891357
	Iteration 11Q: 3 clusters Score -186735.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -186776.734375 Penalty: 2538.891357
	Iteration 12Q: 3 clusters Score -186776.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -186806.515625 Penalty: 2538.891357
	Iteration 13Q: 3 clusters Score -186806.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -186836.843750 Penalty: 2538.891357
	Iteration 14Q: 3 clusters Score -186836.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -186868.578125 Penalty: 2538.891357
	Iteration 15Q: 3 clusters Score -186868.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -186902.750000 Penalty: 2538.891357
	Iteration 16Q: 3 clusters Score -186902.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -186927.031250 Penalty: 2538.891357
	Iteration 17Q: 3 clusters Score -186927 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -186965.812500 Penalty: 2538.891357
	Iteration 18Q: 3 clusters Score -186965.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -187004.921875 Penalty: 2538.891357
	Iteration 19Q: 3 clusters Score -187004.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -187037.625000 Penalty: 2538.891357
	Iteration 20F: 3 clusters Score -187037.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -187074.437500 Penalty: 2538.891357
	Iteration 21Q: 3 clusters Score -187074.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -187098.250000 Penalty: 2538.891357
	Iteration 22Q: 3 clusters Score -187098.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -187112.687500 Penalty: 2538.891357
	Iteration 23Q: 3 clusters Score -187112.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -187126.296875 Penalty: 2538.891357
	Iteration 24Q: 3 clusters Score -187126.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -187131.640625 Penalty: 2538.891357
	Iteration 25Q: 3 clusters Score -187131.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -187135.671875 Penalty: 2538.891357
	Iteration 26Q: 3 clusters Score -187135.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -187136.296875 Penalty: 2538.891357
	Iteration 27Q: 3 clusters Score -187136.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -187138.156250 Penalty: 2538.891357
	Iteration 28Q: 3 clusters Score -187138.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -187146.953125 Penalty: 2538.891357
	Iteration 29Q: 3 clusters Score -187147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -187150.906250 Penalty: 2538.891357
	Iteration 30Q: 3 clusters Score -187150.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -187152.437500 Penalty: 2538.891357
	Iteration 31Q: 3 clusters Score -187152.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -187152.437500 Penalty: 2538.891357
	Iteration 32F: 3 clusters Score -187152.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 52462 members 
Mstep: Class 3 contains 37816 members 
Mstep: Class 4 contains 11048 members 
Mstep: Class 5 contains 3280 members 
Mstep: Class 6 contains 116320 members 
Mstep: Class 7 contains 125392 members 
Mstep: Class 8 contains 25472 members 
Mstep: Class 9 contains 61784 members 
Mstep: Class 10 contains 15036 members 
Mstep: Class 11 contains 4968 members 
Mstep: Class 12 contains 60193 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1235 members 
Mstep: Class 15 contains 1772 members 
Mstep: Class 16 contains 39900 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 59425 members 
Mstep: Class 19 contains 5552 members 
Mstep: Class 20 contains 13531 members 
Mstep: Class 21 contains 14122 members 
Mstep: Class 22 contains 7334 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10377 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 120770 members 
Mstep: Class 28 contains 1386 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 3291 members 
Mstep: Class 31 contains 1031 members 
Mstep: Class 32 contains 4530 members 
Mstep: Class 33 contains 8291 members 
Mstep: Class 34 contains 1287 members 
Mstep: Class 35 contains 6780 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 7743 members 
Mstep: Class 38 contains 854 members 
Mstep: Class 39 contains 1945 members 
Mstep: Class 40 contains 79121 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 1299 members 
Mstep: Class 44 contains 3161 members 
Mstep: Class 45 contains 3617 members 
Mstep: Class 46 contains 1872 members 
Mstep: Class 47 contains 1877 members 
Entering Unmasked Estep 
Score: -84443656.000000 Penalty: 105190.875000
Splitting cluster 42 changes total score from -84444136.000000 to -84443656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (1299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Entering Unmasked Estep 
Score: -109585.890625 Penalty: 1165.019409
	Iteration 0F: 2 clusters Score -109585.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -107937.789062 Penalty: 2330.038818
	Iteration 0F: 3 clusters Score -107937.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -108251.679688 Penalty: 2330.038818
	Iteration 1F: 3 clusters Score -108251.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -108340.085938 Penalty: 2330.038818
	Iteration 2F: 3 clusters Score -108340.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -108399.242188 Penalty: 2330.038818
	Iteration 3F: 3 clusters Score -108399.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -108444.609375 Penalty: 2330.038818
	Iteration 4Q: 3 clusters Score -108444.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -108492.929688 Penalty: 2330.038818
	Iteration 5Q: 3 clusters Score -108492.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -108540.070312 Penalty: 2330.038818
	Iteration 6Q: 3 clusters Score -108540.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -108594.296875 Penalty: 2330.038818
	Iteration 7Q: 3 clusters Score -108594.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -108633.718750 Penalty: 2330.038818
	Iteration 8Q: 3 clusters Score -108633.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -108680.835938 Penalty: 2330.038818
	Iteration 9Q: 3 clusters Score -108680.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -108730.835938 Penalty: 2330.038818
	Iteration 10Q: 3 clusters Score -108730.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -108767.984375 Penalty: 2330.038818
	Iteration 11Q: 3 clusters Score -108768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -108814.343750 Penalty: 2330.038818
	Iteration 12Q: 3 clusters Score -108814.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -108862.828125 Penalty: 2330.038818
	Iteration 13Q: 3 clusters Score -108862.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -108938.046875 Penalty: 2330.038818
	Iteration 14Q: 3 clusters Score -108938 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -109031.078125 Penalty: 2330.038818
	Iteration 15Q: 3 clusters Score -109031.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -109088.507812 Penalty: 2330.038818
	Iteration 16Q: 3 clusters Score -109088.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -109107.203125 Penalty: 2330.038818
	Iteration 17Q: 3 clusters Score -109107.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -109114.601562 Penalty: 2330.038818
	Iteration 18Q: 3 clusters Score -109114.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -109118.187500 Penalty: 2330.038818
	Iteration 19Q: 3 clusters Score -109118.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -109118.664062 Penalty: 2330.038818
	Iteration 20F: 3 clusters Score -109118.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Entering Unmasked Estep 
Score: -276652.406250 Penalty: 1309.529541
	Iteration 0F: 2 clusters Score -276652.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -273830.031250 Penalty: 2619.059082
	Iteration 0F: 3 clusters Score -273830 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -274480.062500 Penalty: 2619.059082
	Iteration 1F: 3 clusters Score -274480.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -274624.656250 Penalty: 2619.059082
	Iteration 2F: 3 clusters Score -274624.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -274726.812500 Penalty: 2619.059082
	Iteration 3F: 3 clusters Score -274726.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -274808.500000 Penalty: 2619.059082
	Iteration 4Q: 3 clusters Score -274808.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -274887.718750 Penalty: 2619.059082
	Iteration 5Q: 3 clusters Score -274887.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -274960.468750 Penalty: 2619.059082
	Iteration 6Q: 3 clusters Score -274960.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -275034.593750 Penalty: 2619.059082
	Iteration 7Q: 3 clusters Score -275034.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -275081.906250 Penalty: 2619.059082
	Iteration 8Q: 3 clusters Score -275081.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -275133.656250 Penalty: 2619.059082
	Iteration 9Q: 3 clusters Score -275133.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -275179.906250 Penalty: 2619.059082
	Iteration 10Q: 3 clusters Score -275179.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -275231.125000 Penalty: 2619.059082
	Iteration 11Q: 3 clusters Score -275231.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -275296.250000 Penalty: 2619.059082
	Iteration 12Q: 3 clusters Score -275296.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -275346.625000 Penalty: 2619.059082
	Iteration 13Q: 3 clusters Score -275346.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -275389.187500 Penalty: 2619.059082
	Iteration 14Q: 3 clusters Score -275389.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -275426.375000 Penalty: 2619.059082
	Iteration 15Q: 3 clusters Score -275426.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -275451.062500 Penalty: 2619.059082
	Iteration 16Q: 3 clusters Score -275451.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -275466.750000 Penalty: 2619.059082
	Iteration 17Q: 3 clusters Score -275466.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -275480.406250 Penalty: 2619.059082
	Iteration 18Q: 3 clusters Score -275480.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -275493.812500 Penalty: 2619.059082
	Iteration 19Q: 3 clusters Score -275493.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -275504.937500 Penalty: 2619.059082
	Iteration 20F: 3 clusters Score -275504.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -275511.281250 Penalty: 2619.059082
	Iteration 21Q: 3 clusters Score -275511.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -275515.531250 Penalty: 2619.059082
	Iteration 22Q: 3 clusters Score -275515.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -275519.406250 Penalty: 2619.059082
	Iteration 23Q: 3 clusters Score -275519.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -275522.187500 Penalty: 2619.059082
	Iteration 24Q: 3 clusters Score -275522.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -275523.593750 Penalty: 2619.059082
	Iteration 25Q: 3 clusters Score -275523.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -275524.250000 Penalty: 2619.059082
	Iteration 26Q: 3 clusters Score -275524.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -275524.250000 Penalty: 2619.059082
	Iteration 27F: 3 clusters Score -275524.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 52462 members 
Mstep: Class 3 contains 37816 members 
Mstep: Class 4 contains 11048 members 
Mstep: Class 5 contains 3280 members 
Mstep: Class 6 contains 116320 members 
Mstep: Class 7 contains 125392 members 
Mstep: Class 8 contains 25472 members 
Mstep: Class 9 contains 61784 members 
Mstep: Class 10 contains 15036 members 
Mstep: Class 11 contains 4968 members 
Mstep: Class 12 contains 60193 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1235 members 
Mstep: Class 15 contains 1772 members 
Mstep: Class 16 contains 39900 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 59425 members 
Mstep: Class 19 contains 5552 members 
Mstep: Class 20 contains 13531 members 
Mstep: Class 21 contains 14122 members 
Mstep: Class 22 contains 7334 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10377 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 120770 members 
Mstep: Class 28 contains 1386 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 3291 members 
Mstep: Class 31 contains 1031 members 
Mstep: Class 32 contains 4530 members 
Mstep: Class 33 contains 8291 members 
Mstep: Class 34 contains 1287 members 
Mstep: Class 35 contains 6780 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 7743 members 
Mstep: Class 38 contains 854 members 
Mstep: Class 39 contains 1945 members 
Mstep: Class 40 contains 79121 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 2470 members 
Mstep: Class 43 contains 1299 members 
Mstep: Class 44 contains 3161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444936.000000 Penalty: 102952.773438
Iteration 119Q: 47 clusters Score -8.444494e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 52462 members 
Mstep: Class 3 contains 37718 members 
Mstep: Class 4 contains 11048 members 
Mstep: Class 5 contains 3283 members 
Mstep: Class 6 contains 116329 members 
Mstep: Class 7 contains 125383 members 
Mstep: Class 8 contains 25520 members 
Mstep: Class 9 contains 61761 members 
Mstep: Class 10 contains 15032 members 
Mstep: Class 11 contains 4932 members 
Mstep: Class 12 contains 60187 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1232 members 
Mstep: Class 15 contains 1881 members 
Mstep: Class 16 contains 39899 members 
Mstep: Class 17 contains 6812 members 
Mstep: Class 18 contains 59437 members 
Mstep: Class 19 contains 5563 members 
Mstep: Class 20 contains 13508 members 
Mstep: Class 21 contains 14137 members 
Mstep: Class 22 contains 7333 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10378 members 
Mstep: Class 26 contains 16081 members 
Mstep: Class 27 contains 120652 members 
Mstep: Class 28 contains 1388 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 3328 members 
Mstep: Class 31 contains 1028 members 
Mstep: Class 32 contains 4536 members 
Mstep: Class 33 contains 8292 members 
Mstep: Class 34 contains 1287 members 
Mstep: Class 35 contains 6792 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 7985 members 
Mstep: Class 38 contains 838 members 
Mstep: Class 39 contains 1944 members 
Mstep: Class 40 contains 79251 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 2427 members 
Mstep: Class 43 contains 1300 members 
Mstep: Class 44 contains 3131 members 
Mstep: Class 45 contains 3514 members 
Mstep: Class 46 contains 1840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445312.000000 Penalty: 102952.773438
Iteration 120F: 47 clusters Score -8.444531e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 52462 members 
Mstep: Class 3 contains 37646 members 
Mstep: Class 4 contains 11047 members 
Mstep: Class 5 contains 3282 members 
Mstep: Class 6 contains 116339 members 
Mstep: Class 7 contains 125374 members 
Mstep: Class 8 contains 25532 members 
Mstep: Class 9 contains 61742 members 
Mstep: Class 10 contains 15033 members 
Mstep: Class 11 contains 4893 members 
Mstep: Class 12 contains 60193 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 1906 members 
Mstep: Class 16 contains 39893 members 
Mstep: Class 17 contains 6815 members 
Mstep: Class 18 contains 59427 members 
Mstep: Class 19 contains 5576 members 
Mstep: Class 20 contains 13472 members 
Mstep: Class 21 contains 14157 members 
Mstep: Class 22 contains 7338 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10379 members 
Mstep: Class 26 contains 16047 members 
Mstep: Class 27 contains 120544 members 
Mstep: Class 28 contains 1390 members 
Mstep: Class 29 contains 1466 members 
Mstep: Class 30 contains 3346 members 
Mstep: Class 31 contains 1028 members 
Mstep: Class 32 contains 4539 members 
Mstep: Class 33 contains 8287 members 
Mstep: Class 34 contains 1287 members 
Mstep: Class 35 contains 6807 members 
Mstep: Class 36 contains 844 members 
Mstep: Class 37 contains 8134 members 
Mstep: Class 38 contains 833 members 
Mstep: Class 39 contains 1944 members 
Mstep: Class 40 contains 79349 members 
Mstep: Class 41 contains 6889 members 
Mstep: Class 42 contains 2404 members 
Mstep: Class 43 contains 1298 members 
Mstep: Class 44 contains 3096 members 
Mstep: Class 45 contains 3536 members 
Mstep: Class 46 contains 1890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445400.000000 Penalty: 102952.773438
Iteration 121Q: 47 clusters Score -8.44454e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 52463 members 
Mstep: Class 3 contains 37575 members 
Mstep: Class 4 contains 11046 members 
Mstep: Class 5 contains 3284 members 
Mstep: Class 6 contains 116348 members 
Mstep: Class 7 contains 125363 members 
Mstep: Class 8 contains 25561 members 
Mstep: Class 9 contains 61738 members 
Mstep: Class 10 contains 15033 members 
Mstep: Class 11 contains 4857 members 
Mstep: Class 12 contains 60207 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 39886 members 
Mstep: Class 17 contains 6807 members 
Mstep: Class 18 contains 59422 members 
Mstep: Class 19 contains 5584 members 
Mstep: Class 20 contains 13439 members 
Mstep: Class 21 contains 14168 members 
Mstep: Class 22 contains 7346 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10381 members 
Mstep: Class 26 contains 16047 members 
Mstep: Class 27 contains 120418 members 
Mstep: Class 28 contains 1390 members 
Mstep: Class 29 contains 1464 members 
Mstep: Class 30 contains 3360 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4546 members 
Mstep: Class 33 contains 8288 members 
Mstep: Class 34 contains 1286 members 
Mstep: Class 35 contains 6813 members 
Mstep: Class 36 contains 844 members 
Mstep: Class 37 contains 8255 members 
Mstep: Class 38 contains 841 members 
Mstep: Class 39 contains 1944 members 
Mstep: Class 40 contains 79449 members 
Mstep: Class 41 contains 6890 members 
Mstep: Class 42 contains 2390 members 
Mstep: Class 43 contains 1295 members 
Mstep: Class 44 contains 3064 members 
Mstep: Class 45 contains 3536 members 
Mstep: Class 46 contains 1905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445472.000000 Penalty: 102952.773438
Iteration 122Q: 47 clusters Score -8.444547e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 52463 members 
Mstep: Class 3 contains 37515 members 
Mstep: Class 4 contains 11046 members 
Mstep: Class 5 contains 3283 members 
Mstep: Class 6 contains 116348 members 
Mstep: Class 7 contains 125350 members 
Mstep: Class 8 contains 25584 members 
Mstep: Class 9 contains 61720 members 
Mstep: Class 10 contains 15036 members 
Mstep: Class 11 contains 4832 members 
Mstep: Class 12 contains 60214 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 39880 members 
Mstep: Class 17 contains 6800 members 
Mstep: Class 18 contains 59414 members 
Mstep: Class 19 contains 5589 members 
Mstep: Class 20 contains 13409 members 
Mstep: Class 21 contains 14177 members 
Mstep: Class 22 contains 7350 members 
Mstep: Class 23 contains 6115 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10387 members 
Mstep: Class 26 contains 16044 members 
Mstep: Class 27 contains 120300 members 
Mstep: Class 28 contains 1393 members 
Mstep: Class 29 contains 1464 members 
Mstep: Class 30 contains 3368 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4556 members 
Mstep: Class 33 contains 8290 members 
Mstep: Class 34 contains 1287 members 
Mstep: Class 35 contains 6823 members 
Mstep: Class 36 contains 845 members 
Mstep: Class 37 contains 8341 members 
Mstep: Class 38 contains 835 members 
Mstep: Class 39 contains 1944 members 
Mstep: Class 40 contains 79557 members 
Mstep: Class 41 contains 6885 members 
Mstep: Class 42 contains 2384 members 
Mstep: Class 43 contains 1294 members 
Mstep: Class 44 contains 3047 members 
Mstep: Class 45 contains 3549 members 
Mstep: Class 46 contains 1921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445600.000000 Penalty: 102952.773438
Iteration 123Q: 47 clusters Score -8.44456e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 52463 members 
Mstep: Class 3 contains 37447 members 
Mstep: Class 4 contains 11047 members 
Mstep: Class 5 contains 3284 members 
Mstep: Class 6 contains 116359 members 
Mstep: Class 7 contains 125341 members 
Mstep: Class 8 contains 25602 members 
Mstep: Class 9 contains 61685 members 
Mstep: Class 10 contains 15040 members 
Mstep: Class 11 contains 4793 members 
Mstep: Class 12 contains 60223 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1228 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 39870 members 
Mstep: Class 17 contains 6796 members 
Mstep: Class 18 contains 59411 members 
Mstep: Class 19 contains 5597 members 
Mstep: Class 20 contains 13384 members 
Mstep: Class 21 contains 14187 members 
Mstep: Class 22 contains 7350 members 
Mstep: Class 23 contains 6115 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10388 members 
Mstep: Class 26 contains 16058 members 
Mstep: Class 27 contains 120210 members 
Mstep: Class 28 contains 1390 members 
Mstep: Class 29 contains 1464 members 
Mstep: Class 30 contains 3368 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4561 members 
Mstep: Class 33 contains 8291 members 
Mstep: Class 34 contains 1288 members 
Mstep: Class 35 contains 6835 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8425 members 
Mstep: Class 38 contains 818 members 
Mstep: Class 39 contains 1944 members 
Mstep: Class 40 contains 79668 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 2383 members 
Mstep: Class 43 contains 1290 members 
Mstep: Class 44 contains 3027 members 
Mstep: Class 45 contains 3552 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445880.000000 Penalty: 102952.773438
Iteration 124Q: 47 clusters Score -8.444588e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 52463 members 
Mstep: Class 3 contains 37396 members 
Mstep: Class 4 contains 11046 members 
Mstep: Class 5 contains 3281 members 
Mstep: Class 6 contains 116372 members 
Mstep: Class 7 contains 125324 members 
Mstep: Class 8 contains 25622 members 
Mstep: Class 9 contains 61657 members 
Mstep: Class 10 contains 15043 members 
Mstep: Class 11 contains 4760 members 
Mstep: Class 12 contains 60230 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1228 members 
Mstep: Class 15 contains 2072 members 
Mstep: Class 16 contains 39861 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 59402 members 
Mstep: Class 19 contains 5610 members 
Mstep: Class 20 contains 13365 members 
Mstep: Class 21 contains 14196 members 
Mstep: Class 22 contains 7353 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10393 members 
Mstep: Class 26 contains 16061 members 
Mstep: Class 27 contains 120105 members 
Mstep: Class 28 contains 1390 members 
Mstep: Class 29 contains 1461 members 
Mstep: Class 30 contains 3371 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4564 members 
Mstep: Class 33 contains 8292 members 
Mstep: Class 34 contains 1289 members 
Mstep: Class 35 contains 6846 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8517 members 
Mstep: Class 38 contains 809 members 
Mstep: Class 39 contains 1944 members 
Mstep: Class 40 contains 79773 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 2374 members 
Mstep: Class 43 contains 1289 members 
Mstep: Class 44 contains 3013 members 
Mstep: Class 45 contains 3568 members 
Mstep: Class 46 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84446008.000000 Penalty: 102952.773438
Iteration 125Q: 47 clusters Score -8.444601e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 52463 members 
Mstep: Class 3 contains 37364 members 
Mstep: Class 4 contains 11046 members 
Mstep: Class 5 contains 3278 members 
Mstep: Class 6 contains 116377 members 
Mstep: Class 7 contains 125312 members 
Mstep: Class 8 contains 25645 members 
Mstep: Class 9 contains 61629 members 
Mstep: Class 10 contains 15046 members 
Mstep: Class 11 contains 4731 members 
Mstep: Class 12 contains 60230 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 2093 members 
Mstep: Class 16 contains 39854 members 
Mstep: Class 17 contains 6785 members 
Mstep: Class 18 contains 59404 members 
Mstep: Class 19 contains 5624 members 
Mstep: Class 20 contains 13353 members 
Mstep: Class 21 contains 14211 members 
Mstep: Class 22 contains 7357 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10395 members 
Mstep: Class 26 contains 16070 members 
Mstep: Class 27 contains 119983 members 
Mstep: Class 28 contains 1393 members 
Mstep: Class 29 contains 1461 members 
Mstep: Class 30 contains 3376 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4566 members 
Mstep: Class 33 contains 8287 members 
Mstep: Class 34 contains 1288 members 
Mstep: Class 35 contains 6858 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8598 members 
Mstep: Class 38 contains 800 members 
Mstep: Class 39 contains 1944 members 
Mstep: Class 40 contains 79862 members 
Mstep: Class 41 contains 6888 members 
Mstep: Class 42 contains 2367 members 
Mstep: Class 43 contains 1285 members 
Mstep: Class 44 contains 2997 members 
Mstep: Class 45 contains 3585 members 
Mstep: Class 46 contains 1975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84446152.000000 Penalty: 102952.773438
Iteration 126Q: 47 clusters Score -8.444615e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 52463 members 
Mstep: Class 3 contains 37325 members 
Mstep: Class 4 contains 11046 members 
Mstep: Class 5 contains 3276 members 
Mstep: Class 6 contains 116384 members 
Mstep: Class 7 contains 125299 members 
Mstep: Class 8 contains 25661 members 
Mstep: Class 9 contains 61588 members 
Mstep: Class 10 contains 15046 members 
Mstep: Class 11 contains 4705 members 
Mstep: Class 12 contains 60235 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 2117 members 
Mstep: Class 16 contains 39844 members 
Mstep: Class 17 contains 6780 members 
Mstep: Class 18 contains 59405 members 
Mstep: Class 19 contains 5642 members 
Mstep: Class 20 contains 13338 members 
Mstep: Class 21 contains 14230 members 
Mstep: Class 22 contains 7355 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10398 members 
Mstep: Class 26 contains 16121 members 
Mstep: Class 27 contains 119831 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 1463 members 
Mstep: Class 30 contains 3375 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4566 members 
Mstep: Class 33 contains 8284 members 
Mstep: Class 34 contains 1288 members 
Mstep: Class 35 contains 6871 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8664 members 
Mstep: Class 38 contains 806 members 
Mstep: Class 39 contains 1944 members 
Mstep: Class 40 contains 79958 members 
Mstep: Class 41 contains 6885 members 
Mstep: Class 42 contains 2372 members 
Mstep: Class 43 contains 1281 members 
Mstep: Class 44 contains 2987 members 
Mstep: Class 45 contains 3596 members 
Mstep: Class 46 contains 1983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84446256.000000 Penalty: 102952.773438
Iteration 127Q: 47 clusters Score -8.444626e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 52463 members 
Mstep: Class 3 contains 37235 members 
Mstep: Class 4 contains 11046 members 
Mstep: Class 5 contains 3275 members 
Mstep: Class 6 contains 116394 members 
Mstep: Class 7 contains 125286 members 
Mstep: Class 8 contains 25669 members 
Mstep: Class 9 contains 61564 members 
Mstep: Class 10 contains 15044 members 
Mstep: Class 11 contains 4679 members 
Mstep: Class 12 contains 60237 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1230 members 
Mstep: Class 15 contains 2135 members 
Mstep: Class 16 contains 39840 members 
Mstep: Class 17 contains 6768 members 
Mstep: Class 18 contains 59405 members 
Mstep: Class 19 contains 5663 members 
Mstep: Class 20 contains 13327 members 
Mstep: Class 21 contains 14243 members 
Mstep: Class 22 contains 7356 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10404 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 119701 members 
Mstep: Class 28 contains 1390 members 
Mstep: Class 29 contains 1462 members 
Mstep: Class 30 contains 3373 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4574 members 
Mstep: Class 33 contains 8287 members 
Mstep: Class 34 contains 1289 members 
Mstep: Class 35 contains 6878 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8732 members 
Mstep: Class 38 contains 819 members 
Mstep: Class 39 contains 1945 members 
Mstep: Class 40 contains 80085 members 
Mstep: Class 41 contains 6883 members 
Mstep: Class 42 contains 2375 members 
Mstep: Class 43 contains 1280 members 
Mstep: Class 44 contains 2980 members 
Mstep: Class 45 contains 3602 members 
Mstep: Class 46 contains 1986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84446568.000000 Penalty: 102952.773438
Iteration 128Q: 47 clusters Score -8.444657e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 52463 members 
Mstep: Class 3 contains 37148 members 
Mstep: Class 4 contains 11046 members 
Mstep: Class 5 contains 3274 members 
Mstep: Class 6 contains 116393 members 
Mstep: Class 7 contains 125275 members 
Mstep: Class 8 contains 25685 members 
Mstep: Class 9 contains 61549 members 
Mstep: Class 10 contains 15045 members 
Mstep: Class 11 contains 4654 members 
Mstep: Class 12 contains 60237 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1230 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 39831 members 
Mstep: Class 17 contains 6765 members 
Mstep: Class 18 contains 59406 members 
Mstep: Class 19 contains 5682 members 
Mstep: Class 20 contains 13316 members 
Mstep: Class 21 contains 14256 members 
Mstep: Class 22 contains 7359 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10407 members 
Mstep: Class 26 contains 16161 members 
Mstep: Class 27 contains 119580 members 
Mstep: Class 28 contains 1393 members 
Mstep: Class 29 contains 1463 members 
Mstep: Class 30 contains 3376 members 
Mstep: Class 31 contains 1031 members 
Mstep: Class 32 contains 4573 members 
Mstep: Class 33 contains 8290 members 
Mstep: Class 34 contains 1289 members 
Mstep: Class 35 contains 6884 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8806 members 
Mstep: Class 38 contains 826 members 
Mstep: Class 39 contains 1945 members 
Mstep: Class 40 contains 80213 members 
Mstep: Class 41 contains 6882 members 
Mstep: Class 42 contains 2367 members 
Mstep: Class 43 contains 1279 members 
Mstep: Class 44 contains 2979 members 
Mstep: Class 45 contains 3611 members 
Mstep: Class 46 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84446600.000000 Penalty: 102952.773438
Iteration 129Q: 47 clusters Score -8.44466e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 52463 members 
Mstep: Class 3 contains 37052 members 
Mstep: Class 4 contains 11046 members 
Mstep: Class 5 contains 3274 members 
Mstep: Class 6 contains 116401 members 
Mstep: Class 7 contains 125269 members 
Mstep: Class 8 contains 25711 members 
Mstep: Class 9 contains 61528 members 
Mstep: Class 10 contains 15049 members 
Mstep: Class 11 contains 4630 members 
Mstep: Class 12 contains 60240 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1232 members 
Mstep: Class 15 contains 2164 members 
Mstep: Class 16 contains 39825 members 
Mstep: Class 17 contains 6769 members 
Mstep: Class 18 contains 59405 members 
Mstep: Class 19 contains 5702 members 
Mstep: Class 20 contains 13300 members 
Mstep: Class 21 contains 14265 members 
Mstep: Class 22 contains 7365 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10409 members 
Mstep: Class 26 contains 16207 members 
Mstep: Class 27 contains 119443 members 
Mstep: Class 28 contains 1395 members 
Mstep: Class 29 contains 1463 members 
Mstep: Class 30 contains 3376 members 
Mstep: Class 31 contains 1031 members 
Mstep: Class 32 contains 4575 members 
Mstep: Class 33 contains 8287 members 
Mstep: Class 34 contains 1289 members 
Mstep: Class 35 contains 6886 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8866 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 1943 members 
Mstep: Class 40 contains 80333 members 
Mstep: Class 41 contains 6881 members 
Mstep: Class 42 contains 2365 members 
Mstep: Class 43 contains 1277 members 
Mstep: Class 44 contains 2974 members 
Mstep: Class 45 contains 3619 members 
Mstep: Class 46 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84446576.000000 Penalty: 102952.773438
Iteration 130Q: 47 clusters Score -8.444658e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 52463 members 
Mstep: Class 3 contains 36943 members 
Mstep: Class 4 contains 11046 members 
Mstep: Class 5 contains 3273 members 
Mstep: Class 6 contains 116409 members 
Mstep: Class 7 contains 125262 members 
Mstep: Class 8 contains 25722 members 
Mstep: Class 9 contains 61512 members 
Mstep: Class 10 contains 15058 members 
Mstep: Class 11 contains 4604 members 
Mstep: Class 12 contains 60244 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1233 members 
Mstep: Class 15 contains 2178 members 
Mstep: Class 16 contains 39822 members 
Mstep: Class 17 contains 6768 members 
Mstep: Class 18 contains 59405 members 
Mstep: Class 19 contains 5726 members 
Mstep: Class 20 contains 13290 members 
Mstep: Class 21 contains 14274 members 
Mstep: Class 22 contains 7369 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10416 members 
Mstep: Class 26 contains 16254 members 
Mstep: Class 27 contains 119296 members 
Mstep: Class 28 contains 1394 members 
Mstep: Class 29 contains 1463 members 
Mstep: Class 30 contains 3376 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4573 members 
Mstep: Class 33 contains 8294 members 
Mstep: Class 34 contains 1289 members 
Mstep: Class 35 contains 6890 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8925 members 
Mstep: Class 38 contains 833 members 
Mstep: Class 39 contains 1943 members 
Mstep: Class 40 contains 80466 members 
Mstep: Class 41 contains 6884 members 
Mstep: Class 42 contains 2361 members 
Mstep: Class 43 contains 1275 members 
Mstep: Class 44 contains 2972 members 
Mstep: Class 45 contains 3623 members 
Mstep: Class 46 contains 1989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84446648.000000 Penalty: 102952.773438
Iteration 131Q: 47 clusters Score -8.444665e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 52463 members 
Mstep: Class 3 contains 36828 members 
Mstep: Class 4 contains 11046 members 
Mstep: Class 5 contains 3272 members 
Mstep: Class 6 contains 116424 members 
Mstep: Class 7 contains 125257 members 
Mstep: Class 8 contains 25730 members 
Mstep: Class 9 contains 61492 members 
Mstep: Class 10 contains 15061 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 60255 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1233 members 
Mstep: Class 15 contains 2183 members 
Mstep: Class 16 contains 39815 members 
Mstep: Class 17 contains 6769 members 
Mstep: Class 18 contains 59407 members 
Mstep: Class 19 contains 5748 members 
Mstep: Class 20 contains 13278 members 
Mstep: Class 21 contains 14283 members 
Mstep: Class 22 contains 7373 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10423 members 
Mstep: Class 26 contains 16298 members 
Mstep: Class 27 contains 119164 members 
Mstep: Class 28 contains 1393 members 
Mstep: Class 29 contains 1465 members 
Mstep: Class 30 contains 3375 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4576 members 
Mstep: Class 33 contains 8295 members 
Mstep: Class 34 contains 1288 members 
Mstep: Class 35 contains 6897 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8985 members 
Mstep: Class 38 contains 838 members 
Mstep: Class 39 contains 1943 members 
Mstep: Class 40 contains 80599 members 
Mstep: Class 41 contains 6883 members 
Mstep: Class 42 contains 2360 members 
Mstep: Class 43 contains 1274 members 
Mstep: Class 44 contains 2969 members 
Mstep: Class 45 contains 3627 members 
Mstep: Class 46 contains 1990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84446816.000000 Penalty: 102952.773438
Iteration 132Q: 47 clusters Score -8.444682e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 52463 members 
Mstep: Class 3 contains 36724 members 
Mstep: Class 4 contains 11046 members 
Mstep: Class 5 contains 3272 members 
Mstep: Class 6 contains 116437 members 
Mstep: Class 7 contains 125249 members 
Mstep: Class 8 contains 25735 members 
Mstep: Class 9 contains 61474 members 
Mstep: Class 10 contains 15061 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 60256 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1232 members 
Mstep: Class 15 contains 2191 members 
Mstep: Class 16 contains 39808 members 
Mstep: Class 17 contains 6775 members 
Mstep: Class 18 contains 59403 members 
Mstep: Class 19 contains 5765 members 
Mstep: Class 20 contains 13262 members 
Mstep: Class 21 contains 14293 members 
Mstep: Class 22 contains 7381 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 16335 members 
Mstep: Class 27 contains 119059 members 
Mstep: Class 28 contains 1391 members 
Mstep: Class 29 contains 1465 members 
Mstep: Class 30 contains 3377 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4577 members 
Mstep: Class 33 contains 8306 members 
Mstep: Class 34 contains 1286 members 
Mstep: Class 35 contains 6907 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9023 members 
Mstep: Class 38 contains 839 members 
Mstep: Class 39 contains 1943 members 
Mstep: Class 40 contains 80724 members 
Mstep: Class 41 contains 6883 members 
Mstep: Class 42 contains 2357 members 
Mstep: Class 43 contains 1273 members 
Mstep: Class 44 contains 2971 members 
Mstep: Class 45 contains 3637 members 
Mstep: Class 46 contains 1990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84446840.000000 Penalty: 102952.773438
Iteration 133Q: 47 clusters Score -8.444684e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 52463 members 
Mstep: Class 3 contains 36603 members 
Mstep: Class 4 contains 11046 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 116446 members 
Mstep: Class 7 contains 125237 members 
Mstep: Class 8 contains 25748 members 
Mstep: Class 9 contains 61466 members 
Mstep: Class 10 contains 15063 members 
Mstep: Class 11 contains 4547 members 
Mstep: Class 12 contains 60263 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1232 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 39807 members 
Mstep: Class 17 contains 6781 members 
Mstep: Class 18 contains 59405 members 
Mstep: Class 19 contains 5787 members 
Mstep: Class 20 contains 13252 members 
Mstep: Class 21 contains 14302 members 
Mstep: Class 22 contains 7385 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10423 members 
Mstep: Class 26 contains 16345 members 
Mstep: Class 27 contains 118971 members 
Mstep: Class 28 contains 1391 members 
Mstep: Class 29 contains 1464 members 
Mstep: Class 30 contains 3380 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4580 members 
Mstep: Class 33 contains 8319 members 
Mstep: Class 34 contains 1285 members 
Mstep: Class 35 contains 6915 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9051 members 
Mstep: Class 38 contains 840 members 
Mstep: Class 39 contains 1943 members 
Mstep: Class 40 contains 80842 members 
Mstep: Class 41 contains 6885 members 
Mstep: Class 42 contains 2359 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2972 members 
Mstep: Class 45 contains 3652 members 
Mstep: Class 46 contains 1990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84446952.000000 Penalty: 102952.773438
Iteration 134Q: 47 clusters Score -8.444695e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 52463 members 
Mstep: Class 3 contains 36497 members 
Mstep: Class 4 contains 11045 members 
Mstep: Class 5 contains 3268 members 
Mstep: Class 6 contains 116453 members 
Mstep: Class 7 contains 125230 members 
Mstep: Class 8 contains 25762 members 
Mstep: Class 9 contains 61450 members 
Mstep: Class 10 contains 15069 members 
Mstep: Class 11 contains 4537 members 
Mstep: Class 12 contains 60265 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 2202 members 
Mstep: Class 16 contains 39804 members 
Mstep: Class 17 contains 6782 members 
Mstep: Class 18 contains 59404 members 
Mstep: Class 19 contains 5805 members 
Mstep: Class 20 contains 13245 members 
Mstep: Class 21 contains 14306 members 
Mstep: Class 22 contains 7394 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10418 members 
Mstep: Class 26 contains 16346 members 
Mstep: Class 27 contains 118885 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 1463 members 
Mstep: Class 30 contains 3382 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4587 members 
Mstep: Class 33 contains 8324 members 
Mstep: Class 34 contains 1284 members 
Mstep: Class 35 contains 6921 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9088 members 
Mstep: Class 38 contains 847 members 
Mstep: Class 39 contains 1944 members 
Mstep: Class 40 contains 80957 members 
Mstep: Class 41 contains 6884 members 
Mstep: Class 42 contains 2365 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2971 members 
Mstep: Class 45 contains 3664 members 
Mstep: Class 46 contains 1990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84447096.000000 Penalty: 102952.773438
Iteration 135Q: 47 clusters Score -8.44471e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 52464 members 
Mstep: Class 3 contains 36395 members 
Mstep: Class 4 contains 11044 members 
Mstep: Class 5 contains 3264 members 
Mstep: Class 6 contains 116458 members 
Mstep: Class 7 contains 125216 members 
Mstep: Class 8 contains 25774 members 
Mstep: Class 9 contains 61446 members 
Mstep: Class 10 contains 15069 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 60270 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1230 members 
Mstep: Class 15 contains 2210 members 
Mstep: Class 16 contains 39803 members 
Mstep: Class 17 contains 6781 members 
Mstep: Class 18 contains 59405 members 
Mstep: Class 19 contains 5827 members 
Mstep: Class 20 contains 13239 members 
Mstep: Class 21 contains 14311 members 
Mstep: Class 22 contains 7403 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10421 members 
Mstep: Class 26 contains 16365 members 
Mstep: Class 27 contains 118798 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 1462 members 
Mstep: Class 30 contains 3382 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4594 members 
Mstep: Class 33 contains 8328 members 
Mstep: Class 34 contains 1282 members 
Mstep: Class 35 contains 6922 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9099 members 
Mstep: Class 38 contains 851 members 
Mstep: Class 39 contains 1945 members 
Mstep: Class 40 contains 81073 members 
Mstep: Class 41 contains 6888 members 
Mstep: Class 42 contains 2369 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2970 members 
Mstep: Class 45 contains 3682 members 
Mstep: Class 46 contains 1990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84447104.000000 Penalty: 102952.773438
Iteration 136Q: 47 clusters Score -8.44471e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 52464 members 
Mstep: Class 3 contains 36285 members 
Mstep: Class 4 contains 11044 members 
Mstep: Class 5 contains 3269 members 
Mstep: Class 6 contains 116465 members 
Mstep: Class 7 contains 125213 members 
Mstep: Class 8 contains 25782 members 
Mstep: Class 9 contains 61448 members 
Mstep: Class 10 contains 15066 members 
Mstep: Class 11 contains 4508 members 
Mstep: Class 12 contains 60267 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 2219 members 
Mstep: Class 16 contains 39802 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 59409 members 
Mstep: Class 19 contains 5847 members 
Mstep: Class 20 contains 13237 members 
Mstep: Class 21 contains 14318 members 
Mstep: Class 22 contains 7417 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10426 members 
Mstep: Class 26 contains 16389 members 
Mstep: Class 27 contains 118701 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 1461 members 
Mstep: Class 30 contains 3380 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4596 members 
Mstep: Class 33 contains 8334 members 
Mstep: Class 34 contains 1280 members 
Mstep: Class 35 contains 6926 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9129 members 
Mstep: Class 38 contains 855 members 
Mstep: Class 39 contains 1945 members 
Mstep: Class 40 contains 81183 members 
Mstep: Class 41 contains 6892 members 
Mstep: Class 42 contains 2368 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2969 members 
Mstep: Class 45 contains 3696 members 
Mstep: Class 46 contains 1990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84447088.000000 Penalty: 102952.773438
Iteration 137Q: 47 clusters Score -8.444709e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 52464 members 
Mstep: Class 3 contains 36160 members 
Mstep: Class 4 contains 11044 members 
Mstep: Class 5 contains 3270 members 
Mstep: Class 6 contains 116469 members 
Mstep: Class 7 contains 125202 members 
Mstep: Class 8 contains 25792 members 
Mstep: Class 9 contains 61466 members 
Mstep: Class 10 contains 15064 members 
Mstep: Class 11 contains 4494 members 
Mstep: Class 12 contains 60277 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 2224 members 
Mstep: Class 16 contains 39798 members 
Mstep: Class 17 contains 6773 members 
Mstep: Class 18 contains 59408 members 
Mstep: Class 19 contains 5870 members 
Mstep: Class 20 contains 13230 members 
Mstep: Class 21 contains 14323 members 
Mstep: Class 22 contains 7420 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10430 members 
Mstep: Class 26 contains 16406 members 
Mstep: Class 27 contains 118607 members 
Mstep: Class 28 contains 1393 members 
Mstep: Class 29 contains 1461 members 
Mstep: Class 30 contains 3377 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4597 members 
Mstep: Class 33 contains 8340 members 
Mstep: Class 34 contains 1279 members 
Mstep: Class 35 contains 6934 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9162 members 
Mstep: Class 38 contains 860 members 
Mstep: Class 39 contains 1946 members 
Mstep: Class 40 contains 81314 members 
Mstep: Class 41 contains 6893 members 
Mstep: Class 42 contains 2369 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2968 members 
Mstep: Class 45 contains 3708 members 
Mstep: Class 46 contains 1990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84447216.000000 Penalty: 102952.773438
Iteration 138Q: 47 clusters Score -8.444722e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 52464 members 
Mstep: Class 3 contains 36059 members 
Mstep: Class 4 contains 11044 members 
Mstep: Class 5 contains 3269 members 
Mstep: Class 6 contains 116469 members 
Mstep: Class 7 contains 125193 members 
Mstep: Class 8 contains 25791 members 
Mstep: Class 9 contains 61487 members 
Mstep: Class 10 contains 15065 members 
Mstep: Class 11 contains 4479 members 
Mstep: Class 12 contains 60291 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 2228 members 
Mstep: Class 16 contains 39790 members 
Mstep: Class 17 contains 6770 members 
Mstep: Class 18 contains 59413 members 
Mstep: Class 19 contains 5884 members 
Mstep: Class 20 contains 13218 members 
Mstep: Class 21 contains 14325 members 
Mstep: Class 22 contains 7423 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10432 members 
Mstep: Class 26 contains 16416 members 
Mstep: Class 27 contains 118520 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 1461 members 
Mstep: Class 30 contains 3376 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4596 members 
Mstep: Class 33 contains 8339 members 
Mstep: Class 34 contains 1279 members 
Mstep: Class 35 contains 6940 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9188 members 
Mstep: Class 38 contains 868 members 
Mstep: Class 39 contains 1947 members 
Mstep: Class 40 contains 81457 members 
Mstep: Class 41 contains 6895 members 
Mstep: Class 42 contains 2370 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2968 members 
Mstep: Class 45 contains 3724 members 
Mstep: Class 46 contains 1991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84447312.000000 Penalty: 102952.773438
Iteration 139Q: 47 clusters Score -8.444731e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 52464 members 
Mstep: Class 3 contains 35968 members 
Mstep: Class 4 contains 11044 members 
Mstep: Class 5 contains 3270 members 
Mstep: Class 6 contains 116448 members 
Mstep: Class 7 contains 125187 members 
Mstep: Class 8 contains 25799 members 
Mstep: Class 9 contains 61498 members 
Mstep: Class 10 contains 15064 members 
Mstep: Class 11 contains 4464 members 
Mstep: Class 12 contains 60301 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 2231 members 
Mstep: Class 16 contains 39785 members 
Mstep: Class 17 contains 6760 members 
Mstep: Class 18 contains 59418 members 
Mstep: Class 19 contains 5913 members 
Mstep: Class 20 contains 13216 members 
Mstep: Class 21 contains 14328 members 
Mstep: Class 22 contains 7421 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10434 members 
Mstep: Class 26 contains 16427 members 
Mstep: Class 27 contains 118435 members 
Mstep: Class 28 contains 1393 members 
Mstep: Class 29 contains 1461 members 
Mstep: Class 30 contains 3376 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4592 members 
Mstep: Class 33 contains 8335 members 
Mstep: Class 34 contains 1279 members 
Mstep: Class 35 contains 6946 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9212 members 
Mstep: Class 38 contains 876 members 
Mstep: Class 39 contains 1948 members 
Mstep: Class 40 contains 81612 members 
Mstep: Class 41 contains 6897 members 
Mstep: Class 42 contains 2371 members 
Mstep: Class 43 contains 1271 members 
Mstep: Class 44 contains 2965 members 
Mstep: Class 45 contains 3732 members 
Mstep: Class 46 contains 1992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84447376.000000 Penalty: 102952.773438
Iteration 140F: 47 clusters Score -8.444738e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 52464 members 
Mstep: Class 3 contains 35911 members 
Mstep: Class 4 contains 11044 members 
Mstep: Class 5 contains 3270 members 
Mstep: Class 6 contains 116436 members 
Mstep: Class 7 contains 125180 members 
Mstep: Class 8 contains 25809 members 
Mstep: Class 9 contains 61492 members 
Mstep: Class 10 contains 15064 members 
Mstep: Class 11 contains 4457 members 
Mstep: Class 12 contains 60310 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 2235 members 
Mstep: Class 16 contains 39780 members 
Mstep: Class 17 contains 6762 members 
Mstep: Class 18 contains 59425 members 
Mstep: Class 19 contains 5935 members 
Mstep: Class 20 contains 13212 members 
Mstep: Class 21 contains 14334 members 
Mstep: Class 22 contains 7421 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10435 members 
Mstep: Class 26 contains 16446 members 
Mstep: Class 27 contains 118345 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 1459 members 
Mstep: Class 30 contains 3375 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4590 members 
Mstep: Class 33 contains 8325 members 
Mstep: Class 34 contains 1277 members 
Mstep: Class 35 contains 6957 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9230 members 
Mstep: Class 38 contains 879 members 
Mstep: Class 39 contains 1948 members 
Mstep: Class 40 contains 81725 members 
Mstep: Class 41 contains 6901 members 
Mstep: Class 42 contains 2371 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2965 members 
Mstep: Class 45 contains 3740 members 
Mstep: Class 46 contains 1992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84447560.000000 Penalty: 102952.773438
Iteration 141Q: 47 clusters Score -8.444756e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 52464 members 
Mstep: Class 3 contains 35857 members 
Mstep: Class 4 contains 11044 members 
Mstep: Class 5 contains 3270 members 
Mstep: Class 6 contains 116430 members 
Mstep: Class 7 contains 125169 members 
Mstep: Class 8 contains 25812 members 
Mstep: Class 9 contains 61515 members 
Mstep: Class 10 contains 15066 members 
Mstep: Class 11 contains 4452 members 
Mstep: Class 12 contains 60317 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1232 members 
Mstep: Class 15 contains 2237 members 
Mstep: Class 16 contains 39778 members 
Mstep: Class 17 contains 6756 members 
Mstep: Class 18 contains 59425 members 
Mstep: Class 19 contains 5955 members 
Mstep: Class 20 contains 13201 members 
Mstep: Class 21 contains 14341 members 
Mstep: Class 22 contains 7418 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10437 members 
Mstep: Class 26 contains 16473 members 
Mstep: Class 27 contains 118241 members 
Mstep: Class 28 contains 1391 members 
Mstep: Class 29 contains 1459 members 
Mstep: Class 30 contains 3376 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4587 members 
Mstep: Class 33 contains 8324 members 
Mstep: Class 34 contains 1278 members 
Mstep: Class 35 contains 6957 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9244 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 1949 members 
Mstep: Class 40 contains 81832 members 
Mstep: Class 41 contains 6905 members 
Mstep: Class 42 contains 2370 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2966 members 
Mstep: Class 45 contains 3749 members 
Mstep: Class 46 contains 1993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84447688.000000 Penalty: 102952.773438
Iteration 142Q: 47 clusters Score -8.444769e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 52464 members 
Mstep: Class 3 contains 35808 members 
Mstep: Class 4 contains 11044 members 
Mstep: Class 5 contains 3270 members 
Mstep: Class 6 contains 116422 members 
Mstep: Class 7 contains 125160 members 
Mstep: Class 8 contains 25826 members 
Mstep: Class 9 contains 61539 members 
Mstep: Class 10 contains 15068 members 
Mstep: Class 11 contains 4436 members 
Mstep: Class 12 contains 60326 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1234 members 
Mstep: Class 15 contains 2239 members 
Mstep: Class 16 contains 39777 members 
Mstep: Class 17 contains 6746 members 
Mstep: Class 18 contains 59424 members 
Mstep: Class 19 contains 5986 members 
Mstep: Class 20 contains 13190 members 
Mstep: Class 21 contains 14349 members 
Mstep: Class 22 contains 7423 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10438 members 
Mstep: Class 26 contains 16501 members 
Mstep: Class 27 contains 118149 members 
Mstep: Class 28 contains 1387 members 
Mstep: Class 29 contains 1457 members 
Mstep: Class 30 contains 3377 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4579 members 
Mstep: Class 33 contains 8316 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 6968 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9251 members 
Mstep: Class 38 contains 899 members 
Mstep: Class 39 contains 1949 members 
Mstep: Class 40 contains 81920 members 
Mstep: Class 41 contains 6903 members 
Mstep: Class 42 contains 2370 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2968 members 
Mstep: Class 45 contains 3761 members 
Mstep: Class 46 contains 1995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84447952.000000 Penalty: 102952.773438
Iteration 143Q: 47 clusters Score -8.444795e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 52464 members 
Mstep: Class 3 contains 35743 members 
Mstep: Class 4 contains 11044 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 116417 members 
Mstep: Class 7 contains 125151 members 
Mstep: Class 8 contains 25835 members 
Mstep: Class 9 contains 61540 members 
Mstep: Class 10 contains 15074 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 60334 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1234 members 
Mstep: Class 15 contains 2242 members 
Mstep: Class 16 contains 39778 members 
Mstep: Class 17 contains 6732 members 
Mstep: Class 18 contains 59425 members 
Mstep: Class 19 contains 6024 members 
Mstep: Class 20 contains 13189 members 
Mstep: Class 21 contains 14355 members 
Mstep: Class 22 contains 7434 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10442 members 
Mstep: Class 26 contains 16506 members 
Mstep: Class 27 contains 118076 members 
Mstep: Class 28 contains 1390 members 
Mstep: Class 29 contains 1457 members 
Mstep: Class 30 contains 3379 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4567 members 
Mstep: Class 33 contains 8306 members 
Mstep: Class 34 contains 1274 members 
Mstep: Class 35 contains 6974 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9250 members 
Mstep: Class 38 contains 906 members 
Mstep: Class 39 contains 1949 members 
Mstep: Class 40 contains 82034 members 
Mstep: Class 41 contains 6902 members 
Mstep: Class 42 contains 2374 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2972 members 
Mstep: Class 45 contains 3769 members 
Mstep: Class 46 contains 1995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84447920.000000 Penalty: 102952.773438
Iteration 144Q: 47 clusters Score -8.444792e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 52464 members 
Mstep: Class 3 contains 35672 members 
Mstep: Class 4 contains 11044 members 
Mstep: Class 5 contains 3273 members 
Mstep: Class 6 contains 116414 members 
Mstep: Class 7 contains 125143 members 
Mstep: Class 8 contains 25848 members 
Mstep: Class 9 contains 61522 members 
Mstep: Class 10 contains 15079 members 
Mstep: Class 11 contains 4403 members 
Mstep: Class 12 contains 60330 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1234 members 
Mstep: Class 15 contains 2246 members 
Mstep: Class 16 contains 39779 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 59427 members 
Mstep: Class 19 contains 6061 members 
Mstep: Class 20 contains 13191 members 
Mstep: Class 21 contains 14364 members 
Mstep: Class 22 contains 7435 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10444 members 
Mstep: Class 26 contains 16515 members 
Mstep: Class 27 contains 118015 members 
Mstep: Class 28 contains 1389 members 
Mstep: Class 29 contains 1457 members 
Mstep: Class 30 contains 3379 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4563 members 
Mstep: Class 33 contains 8303 members 
Mstep: Class 34 contains 1275 members 
Mstep: Class 35 contains 6976 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9263 members 
Mstep: Class 38 contains 912 members 
Mstep: Class 39 contains 1948 members 
Mstep: Class 40 contains 82152 members 
Mstep: Class 41 contains 6902 members 
Mstep: Class 42 contains 2371 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2974 members 
Mstep: Class 45 contains 3774 members 
Mstep: Class 46 contains 1996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84447976.000000 Penalty: 102952.773438
Iteration 145Q: 47 clusters Score -8.444798e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 52464 members 
Mstep: Class 3 contains 35597 members 
Mstep: Class 4 contains 11044 members 
Mstep: Class 5 contains 3272 members 
Mstep: Class 6 contains 116414 members 
Mstep: Class 7 contains 125136 members 
Mstep: Class 8 contains 25857 members 
Mstep: Class 9 contains 61517 members 
Mstep: Class 10 contains 15083 members 
Mstep: Class 11 contains 4382 members 
Mstep: Class 12 contains 60333 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1235 members 
Mstep: Class 15 contains 2251 members 
Mstep: Class 16 contains 39776 members 
Mstep: Class 17 contains 6712 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 6096 members 
Mstep: Class 20 contains 13200 members 
Mstep: Class 21 contains 14364 members 
Mstep: Class 22 contains 7438 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10446 members 
Mstep: Class 26 contains 16526 members 
Mstep: Class 27 contains 117946 members 
Mstep: Class 28 contains 1390 members 
Mstep: Class 29 contains 1457 members 
Mstep: Class 30 contains 3379 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4558 members 
Mstep: Class 33 contains 8306 members 
Mstep: Class 34 contains 1274 members 
Mstep: Class 35 contains 6983 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9274 members 
Mstep: Class 38 contains 921 members 
Mstep: Class 39 contains 1949 members 
Mstep: Class 40 contains 82266 members 
Mstep: Class 41 contains 6900 members 
Mstep: Class 42 contains 2369 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2976 members 
Mstep: Class 45 contains 3778 members 
Mstep: Class 46 contains 1998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84447880.000000 Penalty: 102952.773438
Iteration 146Q: 47 clusters Score -8.444788e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 52464 members 
Mstep: Class 3 contains 35497 members 
Mstep: Class 4 contains 11044 members 
Mstep: Class 5 contains 3273 members 
Mstep: Class 6 contains 116416 members 
Mstep: Class 7 contains 125136 members 
Mstep: Class 8 contains 25866 members 
Mstep: Class 9 contains 61528 members 
Mstep: Class 10 contains 15091 members 
Mstep: Class 11 contains 4361 members 
Mstep: Class 12 contains 60339 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1236 members 
Mstep: Class 15 contains 2258 members 
Mstep: Class 16 contains 39768 members 
Mstep: Class 17 contains 6706 members 
Mstep: Class 18 contains 59434 members 
Mstep: Class 19 contains 6123 members 
Mstep: Class 20 contains 13211 members 
Mstep: Class 21 contains 14366 members 
Mstep: Class 22 contains 7441 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10451 members 
Mstep: Class 26 contains 16536 members 
Mstep: Class 27 contains 117880 members 
Mstep: Class 28 contains 1391 members 
Mstep: Class 29 contains 1456 members 
Mstep: Class 30 contains 3378 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4550 members 
Mstep: Class 33 contains 8309 members 
Mstep: Class 34 contains 1273 members 
Mstep: Class 35 contains 6992 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9285 members 
Mstep: Class 38 contains 924 members 
Mstep: Class 39 contains 1952 members 
Mstep: Class 40 contains 82377 members 
Mstep: Class 41 contains 6900 members 
Mstep: Class 42 contains 2368 members 
Mstep: Class 43 contains 1271 members 
Mstep: Class 44 contains 2977 members 
Mstep: Class 45 contains 3780 members 
Mstep: Class 46 contains 2000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84447928.000000 Penalty: 102952.773438
Iteration 147Q: 47 clusters Score -8.444793e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 52464 members 
Mstep: Class 3 contains 35410 members 
Mstep: Class 4 contains 11043 members 
Mstep: Class 5 contains 3274 members 
Mstep: Class 6 contains 116410 members 
Mstep: Class 7 contains 125140 members 
Mstep: Class 8 contains 25887 members 
Mstep: Class 9 contains 61532 members 
Mstep: Class 10 contains 15102 members 
Mstep: Class 11 contains 4345 members 
Mstep: Class 12 contains 60335 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1236 members 
Mstep: Class 15 contains 2262 members 
Mstep: Class 16 contains 39762 members 
Mstep: Class 17 contains 6704 members 
Mstep: Class 18 contains 59432 members 
Mstep: Class 19 contains 6151 members 
Mstep: Class 20 contains 13214 members 
Mstep: Class 21 contains 14369 members 
Mstep: Class 22 contains 7444 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10451 members 
Mstep: Class 26 contains 16550 members 
Mstep: Class 27 contains 117809 members 
Mstep: Class 28 contains 1387 members 
Mstep: Class 29 contains 1455 members 
Mstep: Class 30 contains 3377 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4540 members 
Mstep: Class 33 contains 8317 members 
Mstep: Class 34 contains 1271 members 
Mstep: Class 35 contains 7001 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9299 members 
Mstep: Class 38 contains 930 members 
Mstep: Class 39 contains 1953 members 
Mstep: Class 40 contains 82490 members 
Mstep: Class 41 contains 6903 members 
Mstep: Class 42 contains 2367 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2978 members 
Mstep: Class 45 contains 3782 members 
Mstep: Class 46 contains 2000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84447936.000000 Penalty: 102952.773438
Iteration 148Q: 47 clusters Score -8.444794e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 52464 members 
Mstep: Class 3 contains 35306 members 
Mstep: Class 4 contains 11043 members 
Mstep: Class 5 contains 3274 members 
Mstep: Class 6 contains 116407 members 
Mstep: Class 7 contains 125130 members 
Mstep: Class 8 contains 25909 members 
Mstep: Class 9 contains 61535 members 
Mstep: Class 10 contains 15105 members 
Mstep: Class 11 contains 4324 members 
Mstep: Class 12 contains 60335 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1237 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 39761 members 
Mstep: Class 17 contains 6697 members 
Mstep: Class 18 contains 59432 members 
Mstep: Class 19 contains 6181 members 
Mstep: Class 20 contains 13221 members 
Mstep: Class 21 contains 14369 members 
Mstep: Class 22 contains 7449 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10456 members 
Mstep: Class 26 contains 16570 members 
Mstep: Class 27 contains 117739 members 
Mstep: Class 28 contains 1385 members 
Mstep: Class 29 contains 1453 members 
Mstep: Class 30 contains 3379 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4532 members 
Mstep: Class 33 contains 8321 members 
Mstep: Class 34 contains 1272 members 
Mstep: Class 35 contains 7011 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9305 members 
Mstep: Class 38 contains 941 members 
Mstep: Class 39 contains 1953 members 
Mstep: Class 40 contains 82609 members 
Mstep: Class 41 contains 6906 members 
Mstep: Class 42 contains 2366 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2978 members 
Mstep: Class 45 contains 3784 members 
Mstep: Class 46 contains 2000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448128.000000 Penalty: 102952.773438
Iteration 149Q: 47 clusters Score -8.444813e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 52464 members 
Mstep: Class 3 contains 35206 members 
Mstep: Class 4 contains 11043 members 
Mstep: Class 5 contains 3275 members 
Mstep: Class 6 contains 116399 members 
Mstep: Class 7 contains 125125 members 
Mstep: Class 8 contains 25925 members 
Mstep: Class 9 contains 61536 members 
Mstep: Class 10 contains 15104 members 
Mstep: Class 11 contains 4305 members 
Mstep: Class 12 contains 60349 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1236 members 
Mstep: Class 15 contains 2272 members 
Mstep: Class 16 contains 39758 members 
Mstep: Class 17 contains 6688 members 
Mstep: Class 18 contains 59435 members 
Mstep: Class 19 contains 6212 members 
Mstep: Class 20 contains 13222 members 
Mstep: Class 21 contains 14371 members 
Mstep: Class 22 contains 7456 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10458 members 
Mstep: Class 26 contains 16596 members 
Mstep: Class 27 contains 117666 members 
Mstep: Class 28 contains 1385 members 
Mstep: Class 29 contains 1452 members 
Mstep: Class 30 contains 3379 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4525 members 
Mstep: Class 33 contains 8321 members 
Mstep: Class 34 contains 1272 members 
Mstep: Class 35 contains 7016 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9307 members 
Mstep: Class 38 contains 947 members 
Mstep: Class 39 contains 1954 members 
Mstep: Class 40 contains 82733 members 
Mstep: Class 41 contains 6907 members 
Mstep: Class 42 contains 2366 members 
Mstep: Class 43 contains 1269 members 
Mstep: Class 44 contains 2981 members 
Mstep: Class 45 contains 3785 members 
Mstep: Class 46 contains 2002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448144.000000 Penalty: 102952.773438
Iteration 150Q: 47 clusters Score -8.444814e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 52464 members 
Mstep: Class 3 contains 35128 members 
Mstep: Class 4 contains 11041 members 
Mstep: Class 5 contains 3276 members 
Mstep: Class 6 contains 116387 members 
Mstep: Class 7 contains 125124 members 
Mstep: Class 8 contains 25936 members 
Mstep: Class 9 contains 61543 members 
Mstep: Class 10 contains 15108 members 
Mstep: Class 11 contains 4282 members 
Mstep: Class 12 contains 60359 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1236 members 
Mstep: Class 15 contains 2275 members 
Mstep: Class 16 contains 39760 members 
Mstep: Class 17 contains 6670 members 
Mstep: Class 18 contains 59436 members 
Mstep: Class 19 contains 6233 members 
Mstep: Class 20 contains 13229 members 
Mstep: Class 21 contains 14372 members 
Mstep: Class 22 contains 7459 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10456 members 
Mstep: Class 26 contains 16617 members 
Mstep: Class 27 contains 117583 members 
Mstep: Class 28 contains 1384 members 
Mstep: Class 29 contains 1454 members 
Mstep: Class 30 contains 3379 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4519 members 
Mstep: Class 33 contains 8317 members 
Mstep: Class 34 contains 1273 members 
Mstep: Class 35 contains 7019 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9325 members 
Mstep: Class 38 contains 959 members 
Mstep: Class 39 contains 1954 members 
Mstep: Class 40 contains 82865 members 
Mstep: Class 41 contains 6909 members 
Mstep: Class 42 contains 2366 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2979 members 
Mstep: Class 45 contains 3787 members 
Mstep: Class 46 contains 2004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448104.000000 Penalty: 102952.773438
Iteration 151Q: 47 clusters Score -8.44481e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 52466 members 
Mstep: Class 3 contains 35048 members 
Mstep: Class 4 contains 11040 members 
Mstep: Class 5 contains 3276 members 
Mstep: Class 6 contains 116370 members 
Mstep: Class 7 contains 125118 members 
Mstep: Class 8 contains 25954 members 
Mstep: Class 9 contains 61526 members 
Mstep: Class 10 contains 15107 members 
Mstep: Class 11 contains 4247 members 
Mstep: Class 12 contains 60369 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1236 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 39769 members 
Mstep: Class 17 contains 6650 members 
Mstep: Class 18 contains 59436 members 
Mstep: Class 19 contains 6255 members 
Mstep: Class 20 contains 13255 members 
Mstep: Class 21 contains 14371 members 
Mstep: Class 22 contains 7462 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10460 members 
Mstep: Class 26 contains 16651 members 
Mstep: Class 27 contains 117483 members 
Mstep: Class 28 contains 1384 members 
Mstep: Class 29 contains 1453 members 
Mstep: Class 30 contains 3381 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4513 members 
Mstep: Class 33 contains 8315 members 
Mstep: Class 34 contains 1275 members 
Mstep: Class 35 contains 7022 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9331 members 
Mstep: Class 38 contains 975 members 
Mstep: Class 39 contains 1954 members 
Mstep: Class 40 contains 83013 members 
Mstep: Class 41 contains 6905 members 
Mstep: Class 42 contains 2363 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2976 members 
Mstep: Class 45 contains 3789 members 
Mstep: Class 46 contains 2006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84447928.000000 Penalty: 102952.773438
Iteration 152Q: 47 clusters Score -8.444793e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 52467 members 
Mstep: Class 3 contains 34961 members 
Mstep: Class 4 contains 11038 members 
Mstep: Class 5 contains 3275 members 
Mstep: Class 6 contains 116360 members 
Mstep: Class 7 contains 125108 members 
Mstep: Class 8 contains 25975 members 
Mstep: Class 9 contains 61516 members 
Mstep: Class 10 contains 15103 members 
Mstep: Class 11 contains 4209 members 
Mstep: Class 12 contains 60376 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1237 members 
Mstep: Class 15 contains 2286 members 
Mstep: Class 16 contains 39772 members 
Mstep: Class 17 contains 6635 members 
Mstep: Class 18 contains 59433 members 
Mstep: Class 19 contains 6277 members 
Mstep: Class 20 contains 13281 members 
Mstep: Class 21 contains 14374 members 
Mstep: Class 22 contains 7460 members 
Mstep: Class 23 contains 6117 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10458 members 
Mstep: Class 26 contains 16679 members 
Mstep: Class 27 contains 117386 members 
Mstep: Class 28 contains 1383 members 
Mstep: Class 29 contains 1453 members 
Mstep: Class 30 contains 3381 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4512 members 
Mstep: Class 33 contains 8315 members 
Mstep: Class 34 contains 1278 members 
Mstep: Class 35 contains 7033 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9332 members 
Mstep: Class 38 contains 995 members 
Mstep: Class 39 contains 1954 members 
Mstep: Class 40 contains 83162 members 
Mstep: Class 41 contains 6902 members 
Mstep: Class 42 contains 2362 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2973 members 
Mstep: Class 45 contains 3791 members 
Mstep: Class 46 contains 2009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448072.000000 Penalty: 102952.773438
Iteration 153Q: 47 clusters Score -8.444807e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 52468 members 
Mstep: Class 3 contains 34877 members 
Mstep: Class 4 contains 11037 members 
Mstep: Class 5 contains 3273 members 
Mstep: Class 6 contains 116350 members 
Mstep: Class 7 contains 125095 members 
Mstep: Class 8 contains 25995 members 
Mstep: Class 9 contains 61507 members 
Mstep: Class 10 contains 15096 members 
Mstep: Class 11 contains 4168 members 
Mstep: Class 12 contains 60387 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1235 members 
Mstep: Class 15 contains 2287 members 
Mstep: Class 16 contains 39768 members 
Mstep: Class 17 contains 6609 members 
Mstep: Class 18 contains 59433 members 
Mstep: Class 19 contains 6303 members 
Mstep: Class 20 contains 13310 members 
Mstep: Class 21 contains 14375 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 6117 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10457 members 
Mstep: Class 26 contains 16702 members 
Mstep: Class 27 contains 117297 members 
Mstep: Class 28 contains 1381 members 
Mstep: Class 29 contains 1452 members 
Mstep: Class 30 contains 3381 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4509 members 
Mstep: Class 33 contains 8315 members 
Mstep: Class 34 contains 1281 members 
Mstep: Class 35 contains 7041 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9340 members 
Mstep: Class 38 contains 1025 members 
Mstep: Class 39 contains 1954 members 
Mstep: Class 40 contains 83302 members 
Mstep: Class 41 contains 6901 members 
Mstep: Class 42 contains 2360 members 
Mstep: Class 43 contains 1269 members 
Mstep: Class 44 contains 2973 members 
Mstep: Class 45 contains 3795 members 
Mstep: Class 46 contains 2011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448152.000000 Penalty: 102952.773438
Iteration 154Q: 47 clusters Score -8.444815e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 34801 members 
Mstep: Class 4 contains 11034 members 
Mstep: Class 5 contains 3273 members 
Mstep: Class 6 contains 116341 members 
Mstep: Class 7 contains 125086 members 
Mstep: Class 8 contains 26043 members 
Mstep: Class 9 contains 61483 members 
Mstep: Class 10 contains 15089 members 
Mstep: Class 11 contains 4131 members 
Mstep: Class 12 contains 60390 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1234 members 
Mstep: Class 15 contains 2288 members 
Mstep: Class 16 contains 39762 members 
Mstep: Class 17 contains 6584 members 
Mstep: Class 18 contains 59429 members 
Mstep: Class 19 contains 6324 members 
Mstep: Class 20 contains 13340 members 
Mstep: Class 21 contains 14376 members 
Mstep: Class 22 contains 7474 members 
Mstep: Class 23 contains 6118 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10456 members 
Mstep: Class 26 contains 16715 members 
Mstep: Class 27 contains 117226 members 
Mstep: Class 28 contains 1381 members 
Mstep: Class 29 contains 1452 members 
Mstep: Class 30 contains 3381 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4502 members 
Mstep: Class 33 contains 8313 members 
Mstep: Class 34 contains 1281 members 
Mstep: Class 35 contains 7046 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9351 members 
Mstep: Class 38 contains 1047 members 
Mstep: Class 39 contains 1954 members 
Mstep: Class 40 contains 83434 members 
Mstep: Class 41 contains 6899 members 
Mstep: Class 42 contains 2359 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2974 members 
Mstep: Class 45 contains 3797 members 
Mstep: Class 46 contains 2012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448096.000000 Penalty: 102952.773438
Iteration 155Q: 47 clusters Score -8.44481e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 52468 members 
Mstep: Class 3 contains 34718 members 
Mstep: Class 4 contains 11034 members 
Mstep: Class 5 contains 3272 members 
Mstep: Class 6 contains 116323 members 
Mstep: Class 7 contains 125084 members 
Mstep: Class 8 contains 26093 members 
Mstep: Class 9 contains 61453 members 
Mstep: Class 10 contains 15080 members 
Mstep: Class 11 contains 4085 members 
Mstep: Class 12 contains 60392 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1234 members 
Mstep: Class 15 contains 2288 members 
Mstep: Class 16 contains 39752 members 
Mstep: Class 17 contains 6567 members 
Mstep: Class 18 contains 59427 members 
Mstep: Class 19 contains 6352 members 
Mstep: Class 20 contains 13373 members 
Mstep: Class 21 contains 14378 members 
Mstep: Class 22 contains 7483 members 
Mstep: Class 23 contains 6119 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10457 members 
Mstep: Class 26 contains 16726 members 
Mstep: Class 27 contains 117156 members 
Mstep: Class 28 contains 1381 members 
Mstep: Class 29 contains 1453 members 
Mstep: Class 30 contains 3383 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4497 members 
Mstep: Class 33 contains 8318 members 
Mstep: Class 34 contains 1274 members 
Mstep: Class 35 contains 7050 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9363 members 
Mstep: Class 38 contains 1068 members 
Mstep: Class 39 contains 1954 members 
Mstep: Class 40 contains 83563 members 
Mstep: Class 41 contains 6902 members 
Mstep: Class 42 contains 2357 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2975 members 
Mstep: Class 45 contains 3797 members 
Mstep: Class 46 contains 2014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448112.000000 Penalty: 102952.773438
Iteration 156Q: 47 clusters Score -8.444811e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 52468 members 
Mstep: Class 3 contains 34623 members 
Mstep: Class 4 contains 11032 members 
Mstep: Class 5 contains 3272 members 
Mstep: Class 6 contains 116309 members 
Mstep: Class 7 contains 125073 members 
Mstep: Class 8 contains 26126 members 
Mstep: Class 9 contains 61434 members 
Mstep: Class 10 contains 15082 members 
Mstep: Class 11 contains 4032 members 
Mstep: Class 12 contains 60406 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1234 members 
Mstep: Class 15 contains 2288 members 
Mstep: Class 16 contains 39750 members 
Mstep: Class 17 contains 6549 members 
Mstep: Class 18 contains 59428 members 
Mstep: Class 19 contains 6373 members 
Mstep: Class 20 contains 13401 members 
Mstep: Class 21 contains 14374 members 
Mstep: Class 22 contains 7491 members 
Mstep: Class 23 contains 6121 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10451 members 
Mstep: Class 26 contains 16736 members 
Mstep: Class 27 contains 117107 members 
Mstep: Class 28 contains 1381 members 
Mstep: Class 29 contains 1453 members 
Mstep: Class 30 contains 3382 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4495 members 
Mstep: Class 33 contains 8322 members 
Mstep: Class 34 contains 1273 members 
Mstep: Class 35 contains 7052 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9374 members 
Mstep: Class 38 contains 1085 members 
Mstep: Class 39 contains 1954 members 
Mstep: Class 40 contains 83715 members 
Mstep: Class 41 contains 6897 members 
Mstep: Class 42 contains 2354 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2973 members 
Mstep: Class 45 contains 3797 members 
Mstep: Class 46 contains 2016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448184.000000 Penalty: 102952.773438
Iteration 157Q: 47 clusters Score -8.444818e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 52468 members 
Mstep: Class 3 contains 34544 members 
Mstep: Class 4 contains 11033 members 
Mstep: Class 5 contains 3272 members 
Mstep: Class 6 contains 116300 members 
Mstep: Class 7 contains 125057 members 
Mstep: Class 8 contains 26151 members 
Mstep: Class 9 contains 61426 members 
Mstep: Class 10 contains 15087 members 
Mstep: Class 11 contains 3994 members 
Mstep: Class 12 contains 60404 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1234 members 
Mstep: Class 15 contains 2288 members 
Mstep: Class 16 contains 39747 members 
Mstep: Class 17 contains 6531 members 
Mstep: Class 18 contains 59429 members 
Mstep: Class 19 contains 6394 members 
Mstep: Class 20 contains 13420 members 
Mstep: Class 21 contains 14374 members 
Mstep: Class 22 contains 7504 members 
Mstep: Class 23 contains 6121 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10450 members 
Mstep: Class 26 contains 16742 members 
Mstep: Class 27 contains 117051 members 
Mstep: Class 28 contains 1380 members 
Mstep: Class 29 contains 1452 members 
Mstep: Class 30 contains 3381 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4494 members 
Mstep: Class 33 contains 8331 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 7051 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9385 members 
Mstep: Class 38 contains 1100 members 
Mstep: Class 39 contains 1954 members 
Mstep: Class 40 contains 83850 members 
Mstep: Class 41 contains 6894 members 
Mstep: Class 42 contains 2354 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2972 members 
Mstep: Class 45 contains 3797 members 
Mstep: Class 46 contains 2018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448088.000000 Penalty: 102952.773438
Iteration 158Q: 47 clusters Score -8.444809e+07 nChanged 611
Entering ConstructFrom: 
Score: -84448088.000000 Penalty: 102952.773438
Entering ConstructFrom: 
Trying to split cluster 1 (1336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Entering Unmasked Estep 
Score: -125728.609375 Penalty: 1169.583252
	Iteration 0F: 2 clusters Score -125728.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -124080.984375 Penalty: 2339.166504
	Iteration 0F: 3 clusters Score -124081 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -124453.320312 Penalty: 2339.166504
	Iteration 1F: 3 clusters Score -124453.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -124514.601562 Penalty: 2339.166504
	Iteration 2F: 3 clusters Score -124514.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -124540.468750 Penalty: 2339.166504
	Iteration 3Q: 3 clusters Score -124540.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -124561.539062 Penalty: 2339.166504
	Iteration 4Q: 3 clusters Score -124561.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -124577.046875 Penalty: 2339.166504
	Iteration 5Q: 3 clusters Score -124577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -124591.617188 Penalty: 2339.166504
	Iteration 6Q: 3 clusters Score -124591.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -124603.570312 Penalty: 2339.166504
	Iteration 7Q: 3 clusters Score -124603.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -124612.679688 Penalty: 2339.166504
	Iteration 8Q: 3 clusters Score -124612.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -124618.992188 Penalty: 2339.166504
	Iteration 9Q: 3 clusters Score -124619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -124623.234375 Penalty: 2339.166504
	Iteration 10Q: 3 clusters Score -124623.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -124624.492188 Penalty: 2339.166504
	Iteration 11Q: 3 clusters Score -124624.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -124624.843750 Penalty: 2339.166504
	Iteration 12Q: 3 clusters Score -124624.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -124625.164062 Penalty: 2339.166504
	Iteration 13Q: 3 clusters Score -124625.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -124625.164062 Penalty: 2339.166504
	Iteration 14F: 3 clusters Score -124625.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (52468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52468 members 
Entering Unmasked Estep 
Score: -4695048.000000 Penalty: 1766.043335
	Iteration 0F: 2 clusters Score -4695048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -4659976.500000 Penalty: 3532.086670
	Iteration 0F: 3 clusters Score -4659976 nChanged 24654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -4674363.000000 Penalty: 3532.086670
	Iteration 1F: 3 clusters Score -4674363 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -4675167.000000 Penalty: 3532.086670
	Iteration 2Q: 3 clusters Score -4675167 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -4676236.500000 Penalty: 3532.086670
	Iteration 3Q: 3 clusters Score -4676236 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -4677682.000000 Penalty: 3532.086670
	Iteration 4F: 3 clusters Score -4677682 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -4679271.000000 Penalty: 3532.086670
	Iteration 5F: 3 clusters Score -4679271 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -4680982.000000 Penalty: 3532.086670
	Iteration 6F: 3 clusters Score -4680982 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -4682651.500000 Penalty: 3532.086670
	Iteration 7F: 3 clusters Score -4682652 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -4684208.000000 Penalty: 3532.086670
	Iteration 8F: 3 clusters Score -4684208 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -4685791.000000 Penalty: 3532.086670
	Iteration 9F: 3 clusters Score -4685791 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -4687316.000000 Penalty: 3532.086670
	Iteration 10Q: 3 clusters Score -4687316 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
Score: -4688712.000000 Penalty: 3532.086670
	Iteration 11Q: 3 clusters Score -4688712 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -4689998.000000 Penalty: 3532.086670
	Iteration 12Q: 3 clusters Score -4689998 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 46012 members 
Entering Unmasked Estep 
Score: -4691092.500000 Penalty: 3532.086670
	Iteration 13Q: 3 clusters Score -4691092 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -4691910.500000 Penalty: 3532.086670
	Iteration 14Q: 3 clusters Score -4691910 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 48153 members 
Entering Unmasked Estep 
Score: -4692508.000000 Penalty: 3532.086670
	Iteration 15Q: 3 clusters Score -4692508 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 48790 members 
Entering Unmasked Estep 
Score: -4692960.500000 Penalty: 3532.086670
	Iteration 16Q: 3 clusters Score -4692960 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 49284 members 
Entering Unmasked Estep 
Score: -4693256.500000 Penalty: 3532.086670
	Iteration 17Q: 3 clusters Score -4693256 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 49632 members 
Entering Unmasked Estep 
Score: -4693446.500000 Penalty: 3532.086670
	Iteration 18Q: 3 clusters Score -4693446 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 49878 members 
Entering Unmasked Estep 
Score: -4693545.500000 Penalty: 3532.086670
	Iteration 19Q: 3 clusters Score -4693546 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 50082 members 
Entering Unmasked Estep 
Score: -4693613.500000 Penalty: 3532.086670
	Iteration 20F: 3 clusters Score -4693614 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 50238 members 
Entering Unmasked Estep 
Score: -4693652.500000 Penalty: 3532.086670
	Iteration 21Q: 3 clusters Score -4693652 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -4693693.000000 Penalty: 3532.086670
	Iteration 22Q: 3 clusters Score -4693693 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 50479 members 
Entering Unmasked Estep 
Score: -4693727.000000 Penalty: 3532.086670
	Iteration 23Q: 3 clusters Score -4693727 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 50561 members 
Entering Unmasked Estep 
Score: -4693744.500000 Penalty: 3532.086670
	Iteration 24Q: 3 clusters Score -4693744 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -4693762.500000 Penalty: 3532.086670
	Iteration 25Q: 3 clusters Score -4693762 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 50682 members 
Entering Unmasked Estep 
Score: -4693776.500000 Penalty: 3532.086670
	Iteration 26Q: 3 clusters Score -4693776 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 50720 members 
Entering Unmasked Estep 
Score: -4693784.500000 Penalty: 3532.086670
	Iteration 27Q: 3 clusters Score -4693784 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 50766 members 
Entering Unmasked Estep 
Score: -4693793.000000 Penalty: 3532.086670
	Iteration 28Q: 3 clusters Score -4693793 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 50811 members 
Entering Unmasked Estep 
Score: -4693797.500000 Penalty: 3532.086670
	Iteration 29Q: 3 clusters Score -4693798 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 50855 members 
Entering Unmasked Estep 
Score: -4693810.000000 Penalty: 3532.086670
	Iteration 30Q: 3 clusters Score -4693810 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 50893 members 
Entering Unmasked Estep 
Score: -4693825.500000 Penalty: 3532.086670
	Iteration 31Q: 3 clusters Score -4693826 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 50927 members 
Entering Unmasked Estep 
Score: -4693840.500000 Penalty: 3532.086670
	Iteration 32Q: 3 clusters Score -4693840 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 50958 members 
Entering Unmasked Estep 
Score: -4693850.000000 Penalty: 3532.086670
	Iteration 33Q: 3 clusters Score -4693850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 50984 members 
Entering Unmasked Estep 
Score: -4693855.500000 Penalty: 3532.086670
	Iteration 34Q: 3 clusters Score -4693856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 51001 members 
Entering Unmasked Estep 
Score: -4693865.500000 Penalty: 3532.086670
	Iteration 35Q: 3 clusters Score -4693866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 51019 members 
Entering Unmasked Estep 
Score: -4693863.500000 Penalty: 3532.086670
	Iteration 36Q: 3 clusters Score -4693864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 51033 members 
Entering Unmasked Estep 
Score: -4693865.500000 Penalty: 3532.086670
	Iteration 37Q: 3 clusters Score -4693866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 51046 members 
Entering Unmasked Estep 
Score: -4693869.000000 Penalty: 3532.086670
	Iteration 38Q: 3 clusters Score -4693869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 51055 members 
Entering Unmasked Estep 
Score: -4693868.000000 Penalty: 3532.086670
	Iteration 39Q: 3 clusters Score -4693868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 51070 members 
Entering Unmasked Estep 
Score: -4693870.500000 Penalty: 3532.086670
	Iteration 40F: 3 clusters Score -4693870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 51080 members 
Entering Unmasked Estep 
Score: -4693879.000000 Penalty: 3532.086670
	Iteration 41Q: 3 clusters Score -4693879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 51094 members 
Entering Unmasked Estep 
Score: -4693878.500000 Penalty: 3532.086670
	Iteration 42Q: 3 clusters Score -4693878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -4693883.000000 Penalty: 3532.086670
	Iteration 43Q: 3 clusters Score -4693883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 51107 members 
Entering Unmasked Estep 
Score: -4693892.000000 Penalty: 3532.086670
	Iteration 44Q: 3 clusters Score -4693892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 51113 members 
Entering Unmasked Estep 
Score: -4693898.000000 Penalty: 3532.086670
	Iteration 45Q: 3 clusters Score -4693898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 51116 members 
Entering Unmasked Estep 
Score: -4693896.500000 Penalty: 3532.086670
	Iteration 46Q: 3 clusters Score -4693896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 51118 members 
Entering Unmasked Estep 
Score: -4693894.500000 Penalty: 3532.086670
	Iteration 47Q: 3 clusters Score -4693894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 51119 members 
Entering Unmasked Estep 
Score: -4693894.500000 Penalty: 3532.086670
	Iteration 48Q: 3 clusters Score -4693894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 51121 members 
Entering Unmasked Estep 
Score: -4693895.500000 Penalty: 3532.086670
	Iteration 49Q: 3 clusters Score -4693896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 51127 members 
Entering Unmasked Estep 
Score: -4693901.500000 Penalty: 3532.086670
	Iteration 50Q: 3 clusters Score -4693902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 51130 members 
Entering Unmasked Estep 
Score: -4693897.000000 Penalty: 3532.086670
	Iteration 51Q: 3 clusters Score -4693897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 51136 members 
Entering Unmasked Estep 
Score: -4693901.500000 Penalty: 3532.086670
	Iteration 52Q: 3 clusters Score -4693902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 51139 members 
Entering Unmasked Estep 
Score: -4693904.000000 Penalty: 3532.086670
	Iteration 53Q: 3 clusters Score -4693904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 51140 members 
Entering Unmasked Estep 
Score: -4693904.500000 Penalty: 3532.086670
	Iteration 54Q: 3 clusters Score -4693904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 51141 members 
Entering Unmasked Estep 
Score: -4693904.500000 Penalty: 3532.086670
	Iteration 55Q: 3 clusters Score -4693904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 51143 members 
Entering Unmasked Estep 
Score: -4693901.000000 Penalty: 3532.086670
	Iteration 56Q: 3 clusters Score -4693901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 51146 members 
Entering Unmasked Estep 
Score: -4693904.000000 Penalty: 3532.086670
	Iteration 57Q: 3 clusters Score -4693904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 51149 members 
Entering Unmasked Estep 
Score: -4693902.500000 Penalty: 3532.086670
	Iteration 58Q: 3 clusters Score -4693902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 51149 members 
Entering Unmasked Estep 
Score: -4693902.500000 Penalty: 3532.086670
	Iteration 59F: 3 clusters Score -4693902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (34464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Entering Unmasked Estep 
Score: -3158655.500000 Penalty: 1697.746582
	Iteration 0F: 2 clusters Score -3158656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -3135488.500000 Penalty: 3395.493164
	Iteration 0F: 3 clusters Score -3135488 nChanged 16002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -3144379.750000 Penalty: 3395.493164
	Iteration 1F: 3 clusters Score -3144380 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -3144983.250000 Penalty: 3395.493164
	Iteration 2Q: 3 clusters Score -3144983 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -3145626.250000 Penalty: 3395.493164
	Iteration 3Q: 3 clusters Score -3145626 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -3146284.250000 Penalty: 3395.493164
	Iteration 4Q: 3 clusters Score -3146284 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -3147008.250000 Penalty: 3395.493164
	Iteration 5F: 3 clusters Score -3147008 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -3147797.000000 Penalty: 3395.493164
	Iteration 6F: 3 clusters Score -3147797 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -3148592.000000 Penalty: 3395.493164
	Iteration 7F: 3 clusters Score -3148592 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -3149378.500000 Penalty: 3395.493164
	Iteration 8Q: 3 clusters Score -3149378 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -3150223.250000 Penalty: 3395.493164
	Iteration 9Q: 3 clusters Score -3150223 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -3151264.500000 Penalty: 3395.493164
	Iteration 10Q: 3 clusters Score -3151264 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -3152517.750000 Penalty: 3395.493164
	Iteration 11Q: 3 clusters Score -3152518 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -3153814.250000 Penalty: 3395.493164
	Iteration 12Q: 3 clusters Score -3153814 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -3154744.250000 Penalty: 3395.493164
	Iteration 13Q: 3 clusters Score -3154744 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -3155389.000000 Penalty: 3395.493164
	Iteration 14Q: 3 clusters Score -3155389 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -3155811.500000 Penalty: 3395.493164
	Iteration 15Q: 3 clusters Score -3155812 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -3156125.750000 Penalty: 3395.493164
	Iteration 16Q: 3 clusters Score -3156126 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -3156390.500000 Penalty: 3395.493164
	Iteration 17Q: 3 clusters Score -3156390 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -3156594.000000 Penalty: 3395.493164
	Iteration 18Q: 3 clusters Score -3156594 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -3156769.250000 Penalty: 3395.493164
	Iteration 19Q: 3 clusters Score -3156769 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -3156902.000000 Penalty: 3395.493164
	Iteration 20F: 3 clusters Score -3156902 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -3157030.000000 Penalty: 3395.493164
	Iteration 21Q: 3 clusters Score -3157030 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -3157129.250000 Penalty: 3395.493164
	Iteration 22Q: 3 clusters Score -3157129 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -3157230.000000 Penalty: 3395.493164
	Iteration 23Q: 3 clusters Score -3157230 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -3157329.500000 Penalty: 3395.493164
	Iteration 24Q: 3 clusters Score -3157330 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -3157373.750000 Penalty: 3395.493164
	Iteration 25Q: 3 clusters Score -3157374 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -3157409.500000 Penalty: 3395.493164
	Iteration 26Q: 3 clusters Score -3157410 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -3157439.500000 Penalty: 3395.493164
	Iteration 27Q: 3 clusters Score -3157440 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -3157460.500000 Penalty: 3395.493164
	Iteration 28Q: 3 clusters Score -3157460 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -3157498.250000 Penalty: 3395.493164
	Iteration 29Q: 3 clusters Score -3157498 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -3157497.500000 Penalty: 3395.493164
	Iteration 30Q: 3 clusters Score -3157498 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -3157529.000000 Penalty: 3395.493164
	Iteration 31Q: 3 clusters Score -3157529 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -3157532.750000 Penalty: 3395.493164
	Iteration 32Q: 3 clusters Score -3157533 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -3157537.750000 Penalty: 3395.493164
	Iteration 33Q: 3 clusters Score -3157538 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -3157547.250000 Penalty: 3395.493164
	Iteration 34Q: 3 clusters Score -3157547 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -3157552.750000 Penalty: 3395.493164
	Iteration 35Q: 3 clusters Score -3157553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -3157552.500000 Penalty: 3395.493164
	Iteration 36Q: 3 clusters Score -3157552 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -3157554.500000 Penalty: 3395.493164
	Iteration 37Q: 3 clusters Score -3157554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -3157563.750000 Penalty: 3395.493164
	Iteration 38Q: 3 clusters Score -3157564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -3157565.000000 Penalty: 3395.493164
	Iteration 39Q: 3 clusters Score -3157565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -3157566.750000 Penalty: 3395.493164
	Iteration 40F: 3 clusters Score -3157567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -3157567.000000 Penalty: 3395.493164
	Iteration 41Q: 3 clusters Score -3157567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -3157563.500000 Penalty: 3395.493164
	Iteration 42Q: 3 clusters Score -3157564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -3157579.250000 Penalty: 3395.493164
	Iteration 43Q: 3 clusters Score -3157579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -3157582.750000 Penalty: 3395.493164
	Iteration 44Q: 3 clusters Score -3157583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -3157586.500000 Penalty: 3395.493164
	Iteration 45Q: 3 clusters Score -3157586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -3157583.000000 Penalty: 3395.493164
	Iteration 46Q: 3 clusters Score -3157583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -3157588.250000 Penalty: 3395.493164
	Iteration 47Q: 3 clusters Score -3157588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -3157592.500000 Penalty: 3395.493164
	Iteration 48Q: 3 clusters Score -3157592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -3157593.250000 Penalty: 3395.493164
	Iteration 49Q: 3 clusters Score -3157593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -3157592.500000 Penalty: 3395.493164
	Iteration 50Q: 3 clusters Score -3157592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -3157595.000000 Penalty: 3395.493164
	Iteration 51Q: 3 clusters Score -3157595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 32822 members 
Entering Unmasked Estep 
Score: -3157596.250000 Penalty: 3395.493164
	Iteration 52Q: 3 clusters Score -3157596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -3157598.250000 Penalty: 3395.493164
	Iteration 53Q: 3 clusters Score -3157598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -3157597.750000 Penalty: 3395.493164
	Iteration 54Q: 3 clusters Score -3157598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -3157599.250000 Penalty: 3395.493164
	Iteration 55Q: 3 clusters Score -3157599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -3157596.000000 Penalty: 3395.493164
	Iteration 56Q: 3 clusters Score -3157596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -3157597.500000 Penalty: 3395.493164
	Iteration 57Q: 3 clusters Score -3157598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -3157603.000000 Penalty: 3395.493164
	Iteration 58Q: 3 clusters Score -3157603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -3157601.250000 Penalty: 3395.493164
	Iteration 59Q: 3 clusters Score -3157601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -3157605.250000 Penalty: 3395.493164
	Iteration 60F: 3 clusters Score -3157605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -3157604.500000 Penalty: 3395.493164
	Iteration 61Q: 3 clusters Score -3157604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -3157600.000000 Penalty: 3395.493164
	Iteration 62Q: 3 clusters Score -3157600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -3157596.750000 Penalty: 3395.493164
	Iteration 63Q: 3 clusters Score -3157597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -3157598.250000 Penalty: 3395.493164
	Iteration 64Q: 3 clusters Score -3157598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -3157599.750000 Penalty: 3395.493164
	Iteration 65Q: 3 clusters Score -3157600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -3157600.750000 Penalty: 3395.493164
	Iteration 66Q: 3 clusters Score -3157601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -3157602.750000 Penalty: 3395.493164
	Iteration 67Q: 3 clusters Score -3157603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -3157602.750000 Penalty: 3395.493164
	Iteration 68F: 3 clusters Score -3157603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Entering Unmasked Estep 
Score: -901655.687500 Penalty: 1512.655029
	Iteration 0F: 2 clusters Score -901655.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -893851.562500 Penalty: 3025.310059
	Iteration 0F: 3 clusters Score -893851.6 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -896599.687500 Penalty: 3025.310059
	Iteration 1F: 3 clusters Score -896599.7 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -897111.062500 Penalty: 3025.310059
	Iteration 2F: 3 clusters Score -897111.1 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -897626.000000 Penalty: 3025.310059
	Iteration 3F: 3 clusters Score -897626 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -898172.625000 Penalty: 3025.310059
	Iteration 4F: 3 clusters Score -898172.6 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -898745.000000 Penalty: 3025.310059
	Iteration 5F: 3 clusters Score -898745 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -899200.125000 Penalty: 3025.310059
	Iteration 6F: 3 clusters Score -899200.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -899563.187500 Penalty: 3025.310059
	Iteration 7Q: 3 clusters Score -899563.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -899844.312500 Penalty: 3025.310059
	Iteration 8Q: 3 clusters Score -899844.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -900028.500000 Penalty: 3025.310059
	Iteration 9Q: 3 clusters Score -900028.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -900151.625000 Penalty: 3025.310059
	Iteration 10Q: 3 clusters Score -900151.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -900234.875000 Penalty: 3025.310059
	Iteration 11Q: 3 clusters Score -900234.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -900304.312500 Penalty: 3025.310059
	Iteration 12Q: 3 clusters Score -900304.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -900373.312500 Penalty: 3025.310059
	Iteration 13Q: 3 clusters Score -900373.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -900453.250000 Penalty: 3025.310059
	Iteration 14Q: 3 clusters Score -900453.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -900520.125000 Penalty: 3025.310059
	Iteration 15Q: 3 clusters Score -900520.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -900578.375000 Penalty: 3025.310059
	Iteration 16Q: 3 clusters Score -900578.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -900619.562500 Penalty: 3025.310059
	Iteration 17Q: 3 clusters Score -900619.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -900644.812500 Penalty: 3025.310059
	Iteration 18Q: 3 clusters Score -900644.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -900671.250000 Penalty: 3025.310059
	Iteration 19Q: 3 clusters Score -900671.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -900688.687500 Penalty: 3025.310059
	Iteration 20F: 3 clusters Score -900688.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -900709.125000 Penalty: 3025.310059
	Iteration 21Q: 3 clusters Score -900709.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -900723.625000 Penalty: 3025.310059
	Iteration 22Q: 3 clusters Score -900723.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -900734.625000 Penalty: 3025.310059
	Iteration 23Q: 3 clusters Score -900734.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -900750.000000 Penalty: 3025.310059
	Iteration 24Q: 3 clusters Score -900750 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -900761.500000 Penalty: 3025.310059
	Iteration 25Q: 3 clusters Score -900761.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -900774.437500 Penalty: 3025.310059
	Iteration 26Q: 3 clusters Score -900774.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -900781.125000 Penalty: 3025.310059
	Iteration 27Q: 3 clusters Score -900781.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -900789.625000 Penalty: 3025.310059
	Iteration 28Q: 3 clusters Score -900789.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -900793.562500 Penalty: 3025.310059
	Iteration 29Q: 3 clusters Score -900793.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -900797.625000 Penalty: 3025.310059
	Iteration 30Q: 3 clusters Score -900797.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -900799.625000 Penalty: 3025.310059
	Iteration 31Q: 3 clusters Score -900799.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -900802.937500 Penalty: 3025.310059
	Iteration 32Q: 3 clusters Score -900802.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -900803.375000 Penalty: 3025.310059
	Iteration 33Q: 3 clusters Score -900803.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -900805.000000 Penalty: 3025.310059
	Iteration 34Q: 3 clusters Score -900805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -900808.687500 Penalty: 3025.310059
	Iteration 35Q: 3 clusters Score -900808.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -900814.187500 Penalty: 3025.310059
	Iteration 36Q: 3 clusters Score -900814.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -900817.875000 Penalty: 3025.310059
	Iteration 37Q: 3 clusters Score -900817.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -900822.625000 Penalty: 3025.310059
	Iteration 38Q: 3 clusters Score -900822.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -900824.937500 Penalty: 3025.310059
	Iteration 39Q: 3 clusters Score -900824.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -900827.125000 Penalty: 3025.310059
	Iteration 40F: 3 clusters Score -900827.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -900830.250000 Penalty: 3025.310059
	Iteration 41Q: 3 clusters Score -900830.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -900837.687500 Penalty: 3025.310059
	Iteration 42Q: 3 clusters Score -900837.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -900837.500000 Penalty: 3025.310059
	Iteration 43Q: 3 clusters Score -900837.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -900839.437500 Penalty: 3025.310059
	Iteration 44Q: 3 clusters Score -900839.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -900839.062500 Penalty: 3025.310059
	Iteration 45Q: 3 clusters Score -900839.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -900842.125000 Penalty: 3025.310059
	Iteration 46Q: 3 clusters Score -900842.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -900844.875000 Penalty: 3025.310059
	Iteration 47Q: 3 clusters Score -900844.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -900847.250000 Penalty: 3025.310059
	Iteration 48Q: 3 clusters Score -900847.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -900853.312500 Penalty: 3025.310059
	Iteration 49Q: 3 clusters Score -900853.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -900859.375000 Penalty: 3025.310059
	Iteration 50Q: 3 clusters Score -900859.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -900867.500000 Penalty: 3025.310059
	Iteration 51Q: 3 clusters Score -900867.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -900876.875000 Penalty: 3025.310059
	Iteration 52Q: 3 clusters Score -900876.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -900882.125000 Penalty: 3025.310059
	Iteration 53Q: 3 clusters Score -900882.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -900895.812500 Penalty: 3025.310059
	Iteration 54Q: 3 clusters Score -900895.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -900919.750000 Penalty: 3025.310059
	Iteration 55Q: 3 clusters Score -900919.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -900948.687500 Penalty: 3025.310059
	Iteration 56Q: 3 clusters Score -900948.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -901003.562500 Penalty: 3025.310059
	Iteration 57Q: 3 clusters Score -901003.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -901068.187500 Penalty: 3025.310059
	Iteration 58Q: 3 clusters Score -901068.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -901115.250000 Penalty: 3025.310059
	Iteration 59Q: 3 clusters Score -901115.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -901139.562500 Penalty: 3025.310059
	Iteration 60F: 3 clusters Score -901139.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -901158.375000 Penalty: 3025.310059
	Iteration 61Q: 3 clusters Score -901158.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -901167.812500 Penalty: 3025.310059
	Iteration 62Q: 3 clusters Score -901167.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -901172.750000 Penalty: 3025.310059
	Iteration 63Q: 3 clusters Score -901172.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -901173.750000 Penalty: 3025.310059
	Iteration 64Q: 3 clusters Score -901173.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -901174.875000 Penalty: 3025.310059
	Iteration 65Q: 3 clusters Score -901174.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -901176.125000 Penalty: 3025.310059
	Iteration 66Q: 3 clusters Score -901176.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -901176.312500 Penalty: 3025.310059
	Iteration 67Q: 3 clusters Score -901176.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -901176.312500 Penalty: 3025.310059
	Iteration 68F: 3 clusters Score -901176.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Entering Unmasked Estep 
Score: -280729.312500 Penalty: 1315.137939
	Iteration 0F: 2 clusters Score -280729.3 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 1626 members 
Entering Unmasked Estep 
Score: -277853.531250 Penalty: 2630.275879
	Iteration 0F: 3 clusters Score -277853.5 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -278874.531250 Penalty: 2630.275879
	Iteration 1F: 3 clusters Score -278874.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -279260.718750 Penalty: 2630.275879
	Iteration 2F: 3 clusters Score -279260.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -279492.406250 Penalty: 2630.275879
	Iteration 3F: 3 clusters Score -279492.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -279681.250000 Penalty: 2630.275879
	Iteration 4F: 3 clusters Score -279681.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -279810.156250 Penalty: 2630.275879
	Iteration 5Q: 3 clusters Score -279810.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -279889.156250 Penalty: 2630.275879
	Iteration 6Q: 3 clusters Score -279889.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -279938.500000 Penalty: 2630.275879
	Iteration 7Q: 3 clusters Score -279938.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -279969.562500 Penalty: 2630.275879
	Iteration 8Q: 3 clusters Score -279969.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -279993.906250 Penalty: 2630.275879
	Iteration 9Q: 3 clusters Score -279993.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -280035.031250 Penalty: 2630.275879
	Iteration 10Q: 3 clusters Score -280035 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -280078.906250 Penalty: 2630.275879
	Iteration 11Q: 3 clusters Score -280078.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -280128.531250 Penalty: 2630.275879
	Iteration 12Q: 3 clusters Score -280128.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -280190.250000 Penalty: 2630.275879
	Iteration 13Q: 3 clusters Score -280190.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -280258.750000 Penalty: 2630.275879
	Iteration 14Q: 3 clusters Score -280258.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -280320.531250 Penalty: 2630.275879
	Iteration 15Q: 3 clusters Score -280320.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -280390.281250 Penalty: 2630.275879
	Iteration 16Q: 3 clusters Score -280390.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -280440.125000 Penalty: 2630.275879
	Iteration 17Q: 3 clusters Score -280440.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -280486.687500 Penalty: 2630.275879
	Iteration 18Q: 3 clusters Score -280486.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -280542.937500 Penalty: 2630.275879
	Iteration 19Q: 3 clusters Score -280542.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -280615.593750 Penalty: 2630.275879
	Iteration 20F: 3 clusters Score -280615.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -280686.937500 Penalty: 2630.275879
	Iteration 21Q: 3 clusters Score -280686.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -280716.937500 Penalty: 2630.275879
	Iteration 22Q: 3 clusters Score -280716.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -280732.062500 Penalty: 2630.275879
	Iteration 23Q: 3 clusters Score -280732.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -280738.812500 Penalty: 2630.275879
	Iteration 24Q: 3 clusters Score -280738.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -280745.437500 Penalty: 2630.275879
	Iteration 25Q: 3 clusters Score -280745.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -280753.562500 Penalty: 2630.275879
	Iteration 26Q: 3 clusters Score -280753.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -280760.750000 Penalty: 2630.275879
	Iteration 27Q: 3 clusters Score -280760.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -280766.062500 Penalty: 2630.275879
	Iteration 28Q: 3 clusters Score -280766.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -280769.218750 Penalty: 2630.275879
	Iteration 29Q: 3 clusters Score -280769.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -280773.468750 Penalty: 2630.275879
	Iteration 30Q: 3 clusters Score -280773.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -280776.031250 Penalty: 2630.275879
	Iteration 31Q: 3 clusters Score -280776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -280777.437500 Penalty: 2630.275879
	Iteration 32Q: 3 clusters Score -280777.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -280777.687500 Penalty: 2630.275879
	Iteration 33Q: 3 clusters Score -280777.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -280777.687500 Penalty: 2630.275879
	Iteration 34F: 3 clusters Score -280777.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 52468 members 
Mstep: Class 3 contains 34464 members 
Mstep: Class 4 contains 11033 members 
Mstep: Class 5 contains 875 members 
Mstep: Class 6 contains 116291 members 
Mstep: Class 7 contains 125040 members 
Mstep: Class 8 contains 26165 members 
Mstep: Class 9 contains 61409 members 
Mstep: Class 10 contains 15087 members 
Mstep: Class 11 contains 3956 members 
Mstep: Class 12 contains 60401 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1234 members 
Mstep: Class 15 contains 2288 members 
Mstep: Class 16 contains 39748 members 
Mstep: Class 17 contains 6513 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 6420 members 
Mstep: Class 20 contains 13452 members 
Mstep: Class 21 contains 14368 members 
Mstep: Class 22 contains 7518 members 
Mstep: Class 23 contains 6121 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10450 members 
Mstep: Class 26 contains 16757 members 
Mstep: Class 27 contains 116989 members 
Mstep: Class 28 contains 1378 members 
Mstep: Class 29 contains 1451 members 
Mstep: Class 30 contains 3381 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 8341 members 
Mstep: Class 34 contains 1279 members 
Mstep: Class 35 contains 7056 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9394 members 
Mstep: Class 38 contains 1116 members 
Mstep: Class 39 contains 1954 members 
Mstep: Class 40 contains 83966 members 
Mstep: Class 41 contains 6895 members 
Mstep: Class 42 contains 2353 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2974 members 
Mstep: Class 45 contains 3797 members 
Mstep: Class 46 contains 2021 members 
Mstep: Class 47 contains 2397 members 
Entering Unmasked Estep 
Score: -84447192.000000 Penalty: 105190.875000
Splitting cluster 5 changes total score from -84448088.000000 to -84447192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (116291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116291 members 
Entering Unmasked Estep 
Score: -10694303.000000 Penalty: 1895.375732
	Iteration 0F: 2 clusters Score -1.06943e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58169 members 
Mstep: Class 2 contains 58122 members 
Entering Unmasked Estep 
Score: -10616740.000000 Penalty: 3790.751465
	Iteration 0F: 3 clusters Score -1.061674e+07 nChanged 55583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58476 members 
Mstep: Class 2 contains 57815 members 
Entering Unmasked Estep 
Score: -10648818.000000 Penalty: 3790.751465
	Iteration 1F: 3 clusters Score -1.064882e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58790 members 
Mstep: Class 2 contains 57501 members 
Entering Unmasked Estep 
Score: -10649511.000000 Penalty: 3790.751465
	Iteration 2Q: 3 clusters Score -1.064951e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59357 members 
Mstep: Class 2 contains 56934 members 
Entering Unmasked Estep 
Score: -10650321.000000 Penalty: 3790.751465
	Iteration 3Q: 3 clusters Score -1.065032e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60357 members 
Mstep: Class 2 contains 55934 members 
Entering Unmasked Estep 
Score: -10651314.000000 Penalty: 3790.751465
	Iteration 4Q: 3 clusters Score -1.065131e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61917 members 
Mstep: Class 2 contains 54374 members 
Entering Unmasked Estep 
Score: -10652696.000000 Penalty: 3790.751465
	Iteration 5Q: 3 clusters Score -1.06527e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64335 members 
Mstep: Class 2 contains 51956 members 
Entering Unmasked Estep 
Score: -10654727.000000 Penalty: 3790.751465
	Iteration 6Q: 3 clusters Score -1.065473e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67708 members 
Mstep: Class 2 contains 48583 members 
Entering Unmasked Estep 
Score: -10657738.000000 Penalty: 3790.751465
	Iteration 7Q: 3 clusters Score -1.065774e+07 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71990 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -10661833.000000 Penalty: 3790.751465
	Iteration 8F: 3 clusters Score -1.066183e+07 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76520 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -10666923.000000 Penalty: 3790.751465
	Iteration 9F: 3 clusters Score -1.066692e+07 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80791 members 
Mstep: Class 2 contains 35500 members 
Entering Unmasked Estep 
Score: -10672332.000000 Penalty: 3790.751465
	Iteration 10F: 3 clusters Score -1.067233e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84271 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -10676167.000000 Penalty: 3790.751465
	Iteration 11F: 3 clusters Score -1.067617e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87024 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -10678410.000000 Penalty: 3790.751465
	Iteration 12Q: 3 clusters Score -1.067841e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89522 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -10679755.000000 Penalty: 3790.751465
	Iteration 13Q: 3 clusters Score -1.067976e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91911 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -10680949.000000 Penalty: 3790.751465
	Iteration 14Q: 3 clusters Score -1.068095e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94225 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -10682099.000000 Penalty: 3790.751465
	Iteration 15Q: 3 clusters Score -1.06821e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96474 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -10683138.000000 Penalty: 3790.751465
	Iteration 16Q: 3 clusters Score -1.068314e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98624 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -10684332.000000 Penalty: 3790.751465
	Iteration 17Q: 3 clusters Score -1.068433e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100628 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -10685446.000000 Penalty: 3790.751465
	Iteration 18Q: 3 clusters Score -1.068545e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102471 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -10686464.000000 Penalty: 3790.751465
	Iteration 19Q: 3 clusters Score -1.068646e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104080 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -10687359.000000 Penalty: 3790.751465
	Iteration 20F: 3 clusters Score -1.068736e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105505 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -10688088.000000 Penalty: 3790.751465
	Iteration 21Q: 3 clusters Score -1.068809e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106871 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -10688735.000000 Penalty: 3790.751465
	Iteration 22Q: 3 clusters Score -1.068874e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108083 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -10689351.000000 Penalty: 3790.751465
	Iteration 23Q: 3 clusters Score -1.068935e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109182 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -10689849.000000 Penalty: 3790.751465
	Iteration 24Q: 3 clusters Score -1.068985e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110213 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -10690326.000000 Penalty: 3790.751465
	Iteration 25Q: 3 clusters Score -1.069033e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111146 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -10690798.000000 Penalty: 3790.751465
	Iteration 26Q: 3 clusters Score -1.06908e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111931 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -10691167.000000 Penalty: 3790.751465
	Iteration 27Q: 3 clusters Score -1.069117e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112596 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -10691496.000000 Penalty: 3790.751465
	Iteration 28Q: 3 clusters Score -1.06915e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113151 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -10691726.000000 Penalty: 3790.751465
	Iteration 29Q: 3 clusters Score -1.069173e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113605 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -10691935.000000 Penalty: 3790.751465
	Iteration 30Q: 3 clusters Score -1.069194e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113953 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -10692093.000000 Penalty: 3790.751465
	Iteration 31Q: 3 clusters Score -1.069209e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114246 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -10692226.000000 Penalty: 3790.751465
	Iteration 32Q: 3 clusters Score -1.069223e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114489 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -10692333.000000 Penalty: 3790.751465
	Iteration 33Q: 3 clusters Score -1.069233e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114679 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -10692427.000000 Penalty: 3790.751465
	Iteration 34Q: 3 clusters Score -1.069243e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114826 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -10692471.000000 Penalty: 3790.751465
	Iteration 35Q: 3 clusters Score -1.069247e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114946 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -10692527.000000 Penalty: 3790.751465
	Iteration 36Q: 3 clusters Score -1.069253e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115036 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -10692604.000000 Penalty: 3790.751465
	Iteration 37Q: 3 clusters Score -1.06926e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115103 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -10692606.000000 Penalty: 3790.751465
	Iteration 38Q: 3 clusters Score -1.069261e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115169 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -10692641.000000 Penalty: 3790.751465
	Iteration 39Q: 3 clusters Score -1.069264e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115232 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -10692653.000000 Penalty: 3790.751465
	Iteration 40F: 3 clusters Score -1.069265e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115280 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -10692667.000000 Penalty: 3790.751465
	Iteration 41Q: 3 clusters Score -1.069267e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115327 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -10692695.000000 Penalty: 3790.751465
	Iteration 42Q: 3 clusters Score -1.06927e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115366 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -10692719.000000 Penalty: 3790.751465
	Iteration 43Q: 3 clusters Score -1.069272e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115412 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -10692742.000000 Penalty: 3790.751465
	Iteration 44Q: 3 clusters Score -1.069274e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115453 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -10692748.000000 Penalty: 3790.751465
	Iteration 45Q: 3 clusters Score -1.069275e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115487 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -10692764.000000 Penalty: 3790.751465
	Iteration 46Q: 3 clusters Score -1.069276e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115512 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -10692783.000000 Penalty: 3790.751465
	Iteration 47Q: 3 clusters Score -1.069278e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115533 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -10692791.000000 Penalty: 3790.751465
	Iteration 48Q: 3 clusters Score -1.069279e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115548 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -10692801.000000 Penalty: 3790.751465
	Iteration 49Q: 3 clusters Score -1.06928e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115560 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -10692805.000000 Penalty: 3790.751465
	Iteration 50Q: 3 clusters Score -1.06928e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115577 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -10692818.000000 Penalty: 3790.751465
	Iteration 51Q: 3 clusters Score -1.069282e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115595 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -10692822.000000 Penalty: 3790.751465
	Iteration 52Q: 3 clusters Score -1.069282e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115606 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -10692825.000000 Penalty: 3790.751465
	Iteration 53Q: 3 clusters Score -1.069282e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115620 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -10692843.000000 Penalty: 3790.751465
	Iteration 54Q: 3 clusters Score -1.069284e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115634 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -10692838.000000 Penalty: 3790.751465
	Iteration 55Q: 3 clusters Score -1.069284e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115644 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -10692849.000000 Penalty: 3790.751465
	Iteration 56Q: 3 clusters Score -1.069285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115646 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -10692845.000000 Penalty: 3790.751465
	Iteration 57Q: 3 clusters Score -1.069284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115651 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -10692843.000000 Penalty: 3790.751465
	Iteration 58Q: 3 clusters Score -1.069284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115652 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -10692851.000000 Penalty: 3790.751465
	Iteration 59Q: 3 clusters Score -1.069285e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115652 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -10692851.000000 Penalty: 3790.751465
	Iteration 60F: 3 clusters Score -1.069285e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (125040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125040 members 
Entering Unmasked Estep 
Score: -11853382.000000 Penalty: 1907.163208
	Iteration 0F: 2 clusters Score -1.185338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62551 members 
Mstep: Class 2 contains 62489 members 
Entering Unmasked Estep 
Score: -11769849.000000 Penalty: 3814.326416
	Iteration 0F: 3 clusters Score -1.176985e+07 nChanged 60176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62899 members 
Mstep: Class 2 contains 62141 members 
Entering Unmasked Estep 
Score: -11804961.000000 Penalty: 3814.326416
	Iteration 1F: 3 clusters Score -1.180496e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62785 members 
Mstep: Class 2 contains 62255 members 
Entering Unmasked Estep 
Score: -11806010.000000 Penalty: 3814.326416
	Iteration 2Q: 3 clusters Score -1.180601e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62647 members 
Mstep: Class 2 contains 62393 members 
Entering Unmasked Estep 
Score: -11807322.000000 Penalty: 3814.326416
	Iteration 3Q: 3 clusters Score -1.180732e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62363 members 
Mstep: Class 2 contains 62677 members 
Entering Unmasked Estep 
Score: -11809430.000000 Penalty: 3814.326416
	Iteration 4Q: 3 clusters Score -1.180943e+07 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61978 members 
Mstep: Class 2 contains 63062 members 
Entering Unmasked Estep 
Score: -11812236.000000 Penalty: 3814.326416
	Iteration 5Q: 3 clusters Score -1.181224e+07 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61704 members 
Mstep: Class 2 contains 63336 members 
Entering Unmasked Estep 
Score: -11815783.000000 Penalty: 3814.326416
	Iteration 6F: 3 clusters Score -1.181578e+07 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61560 members 
Mstep: Class 2 contains 63480 members 
Entering Unmasked Estep 
Score: -11819920.000000 Penalty: 3814.326416
	Iteration 7F: 3 clusters Score -1.181992e+07 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61687 members 
Mstep: Class 2 contains 63353 members 
Entering Unmasked Estep 
Score: -11823759.000000 Penalty: 3814.326416
	Iteration 8F: 3 clusters Score -1.182376e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61913 members 
Mstep: Class 2 contains 63127 members 
Entering Unmasked Estep 
Score: -11826826.000000 Penalty: 3814.326416
	Iteration 9Q: 3 clusters Score -1.182683e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62143 members 
Mstep: Class 2 contains 62897 members 
Entering Unmasked Estep 
Score: -11828855.000000 Penalty: 3814.326416
	Iteration 10Q: 3 clusters Score -1.182886e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62139 members 
Mstep: Class 2 contains 62901 members 
Entering Unmasked Estep 
Score: -11829807.000000 Penalty: 3814.326416
	Iteration 11Q: 3 clusters Score -1.182981e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62001 members 
Mstep: Class 2 contains 63039 members 
Entering Unmasked Estep 
Score: -11830114.000000 Penalty: 3814.326416
	Iteration 12Q: 3 clusters Score -1.183011e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61784 members 
Mstep: Class 2 contains 63256 members 
Entering Unmasked Estep 
Score: -11830368.000000 Penalty: 3814.326416
	Iteration 13Q: 3 clusters Score -1.183037e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61578 members 
Mstep: Class 2 contains 63462 members 
Entering Unmasked Estep 
Score: -11830534.000000 Penalty: 3814.326416
	Iteration 14Q: 3 clusters Score -1.183053e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61314 members 
Mstep: Class 2 contains 63726 members 
Entering Unmasked Estep 
Score: -11830577.000000 Penalty: 3814.326416
	Iteration 15Q: 3 clusters Score -1.183058e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61034 members 
Mstep: Class 2 contains 64006 members 
Entering Unmasked Estep 
Score: -11830656.000000 Penalty: 3814.326416
	Iteration 16Q: 3 clusters Score -1.183066e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60699 members 
Mstep: Class 2 contains 64341 members 
Entering Unmasked Estep 
Score: -11830787.000000 Penalty: 3814.326416
	Iteration 17Q: 3 clusters Score -1.183079e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60350 members 
Mstep: Class 2 contains 64690 members 
Entering Unmasked Estep 
Score: -11830970.000000 Penalty: 3814.326416
	Iteration 18Q: 3 clusters Score -1.183097e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59965 members 
Mstep: Class 2 contains 65075 members 
Entering Unmasked Estep 
Score: -11831090.000000 Penalty: 3814.326416
	Iteration 19Q: 3 clusters Score -1.183109e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59550 members 
Mstep: Class 2 contains 65490 members 
Entering Unmasked Estep 
Score: -11831312.000000 Penalty: 3814.326416
	Iteration 20F: 3 clusters Score -1.183131e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59108 members 
Mstep: Class 2 contains 65932 members 
Entering Unmasked Estep 
Score: -11831459.000000 Penalty: 3814.326416
	Iteration 21Q: 3 clusters Score -1.183146e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58682 members 
Mstep: Class 2 contains 66358 members 
Entering Unmasked Estep 
Score: -11831626.000000 Penalty: 3814.326416
	Iteration 22Q: 3 clusters Score -1.183163e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58267 members 
Mstep: Class 2 contains 66773 members 
Entering Unmasked Estep 
Score: -11831887.000000 Penalty: 3814.326416
	Iteration 23Q: 3 clusters Score -1.183189e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57817 members 
Mstep: Class 2 contains 67223 members 
Entering Unmasked Estep 
Score: -11832124.000000 Penalty: 3814.326416
	Iteration 24Q: 3 clusters Score -1.183212e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57296 members 
Mstep: Class 2 contains 67744 members 
Entering Unmasked Estep 
Score: -11832397.000000 Penalty: 3814.326416
	Iteration 25Q: 3 clusters Score -1.18324e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56721 members 
Mstep: Class 2 contains 68319 members 
Entering Unmasked Estep 
Score: -11832706.000000 Penalty: 3814.326416
	Iteration 26Q: 3 clusters Score -1.183271e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56150 members 
Mstep: Class 2 contains 68890 members 
Entering Unmasked Estep 
Score: -11833075.000000 Penalty: 3814.326416
	Iteration 27Q: 3 clusters Score -1.183308e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55538 members 
Mstep: Class 2 contains 69502 members 
Entering Unmasked Estep 
Score: -11833490.000000 Penalty: 3814.326416
	Iteration 28Q: 3 clusters Score -1.183349e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54975 members 
Mstep: Class 2 contains 70065 members 
Entering Unmasked Estep 
Score: -11833955.000000 Penalty: 3814.326416
	Iteration 29Q: 3 clusters Score -1.183396e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54360 members 
Mstep: Class 2 contains 70680 members 
Entering Unmasked Estep 
Score: -11834486.000000 Penalty: 3814.326416
	Iteration 30Q: 3 clusters Score -1.183449e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53748 members 
Mstep: Class 2 contains 71292 members 
Entering Unmasked Estep 
Score: -11835062.000000 Penalty: 3814.326416
	Iteration 31Q: 3 clusters Score -1.183506e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53128 members 
Mstep: Class 2 contains 71912 members 
Entering Unmasked Estep 
Score: -11835858.000000 Penalty: 3814.326416
	Iteration 32Q: 3 clusters Score -1.183586e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52524 members 
Mstep: Class 2 contains 72516 members 
Entering Unmasked Estep 
Score: -11836670.000000 Penalty: 3814.326416
	Iteration 33Q: 3 clusters Score -1.183667e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51792 members 
Mstep: Class 2 contains 73248 members 
Entering Unmasked Estep 
Score: -11837468.000000 Penalty: 3814.326416
	Iteration 34Q: 3 clusters Score -1.183747e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51030 members 
Mstep: Class 2 contains 74010 members 
Entering Unmasked Estep 
Score: -11838288.000000 Penalty: 3814.326416
	Iteration 35Q: 3 clusters Score -1.183829e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 74804 members 
Entering Unmasked Estep 
Score: -11839202.000000 Penalty: 3814.326416
	Iteration 36Q: 3 clusters Score -1.18392e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 75701 members 
Entering Unmasked Estep 
Score: -11840163.000000 Penalty: 3814.326416
	Iteration 37Q: 3 clusters Score -1.184016e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48274 members 
Mstep: Class 2 contains 76766 members 
Entering Unmasked Estep 
Score: -11841100.000000 Penalty: 3814.326416
	Iteration 38Q: 3 clusters Score -1.18411e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 78100 members 
Entering Unmasked Estep 
Score: -11842140.000000 Penalty: 3814.326416
	Iteration 39Q: 3 clusters Score -1.184214e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 79489 members 
Entering Unmasked Estep 
Score: -11843130.000000 Penalty: 3814.326416
	Iteration 40F: 3 clusters Score -1.184313e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 81016 members 
Entering Unmasked Estep 
Score: -11844240.000000 Penalty: 3814.326416
	Iteration 41Q: 3 clusters Score -1.184424e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 82616 members 
Entering Unmasked Estep 
Score: -11845434.000000 Penalty: 3814.326416
	Iteration 42Q: 3 clusters Score -1.184543e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 84179 members 
Entering Unmasked Estep 
Score: -11846461.000000 Penalty: 3814.326416
	Iteration 43Q: 3 clusters Score -1.184646e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 85696 members 
Entering Unmasked Estep 
Score: -11847395.000000 Penalty: 3814.326416
	Iteration 44Q: 3 clusters Score -1.18474e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 87111 members 
Entering Unmasked Estep 
Score: -11848168.000000 Penalty: 3814.326416
	Iteration 45Q: 3 clusters Score -1.184817e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 88389 members 
Entering Unmasked Estep 
Score: -11848758.000000 Penalty: 3814.326416
	Iteration 46Q: 3 clusters Score -1.184876e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 89475 members 
Entering Unmasked Estep 
Score: -11849194.000000 Penalty: 3814.326416
	Iteration 47Q: 3 clusters Score -1.184919e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 90400 members 
Entering Unmasked Estep 
Score: -11849557.000000 Penalty: 3814.326416
	Iteration 48Q: 3 clusters Score -1.184956e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 91235 members 
Entering Unmasked Estep 
Score: -11849891.000000 Penalty: 3814.326416
	Iteration 49Q: 3 clusters Score -1.184989e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 91953 members 
Entering Unmasked Estep 
Score: -11850086.000000 Penalty: 3814.326416
	Iteration 50Q: 3 clusters Score -1.185009e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 92606 members 
Entering Unmasked Estep 
Score: -11850187.000000 Penalty: 3814.326416
	Iteration 51Q: 3 clusters Score -1.185019e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 93153 members 
Entering Unmasked Estep 
Score: -11850240.000000 Penalty: 3814.326416
	Iteration 52Q: 3 clusters Score -1.185024e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 93621 members 
Entering Unmasked Estep 
Score: -11850335.000000 Penalty: 3814.326416
	Iteration 53Q: 3 clusters Score -1.185034e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 94005 members 
Entering Unmasked Estep 
Score: -11850371.000000 Penalty: 3814.326416
	Iteration 54Q: 3 clusters Score -1.185037e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 94339 members 
Entering Unmasked Estep 
Score: -11850382.000000 Penalty: 3814.326416
	Iteration 55Q: 3 clusters Score -1.185038e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 94626 members 
Entering Unmasked Estep 
Score: -11850402.000000 Penalty: 3814.326416
	Iteration 56Q: 3 clusters Score -1.18504e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 94884 members 
Entering Unmasked Estep 
Score: -11850408.000000 Penalty: 3814.326416
	Iteration 57Q: 3 clusters Score -1.185041e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 95112 members 
Entering Unmasked Estep 
Score: -11850404.000000 Penalty: 3814.326416
	Iteration 58Q: 3 clusters Score -1.18504e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 95341 members 
Entering Unmasked Estep 
Score: -11850403.000000 Penalty: 3814.326416
	Iteration 59Q: 3 clusters Score -1.18504e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 95552 members 
Entering Unmasked Estep 
Score: -11850420.000000 Penalty: 3814.326416
	Iteration 60F: 3 clusters Score -1.185042e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 95744 members 
Entering Unmasked Estep 
Score: -11850397.000000 Penalty: 3814.326416
	Iteration 61Q: 3 clusters Score -1.18504e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 95916 members 
Entering Unmasked Estep 
Score: -11850440.000000 Penalty: 3814.326416
	Iteration 62Q: 3 clusters Score -1.185044e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 96070 members 
Entering Unmasked Estep 
Score: -11850467.000000 Penalty: 3814.326416
	Iteration 63Q: 3 clusters Score -1.185047e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 96218 members 
Entering Unmasked Estep 
Score: -11850452.000000 Penalty: 3814.326416
	Iteration 64Q: 3 clusters Score -1.185045e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 96343 members 
Entering Unmasked Estep 
Score: -11850450.000000 Penalty: 3814.326416
	Iteration 65Q: 3 clusters Score -1.185045e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 96457 members 
Entering Unmasked Estep 
Score: -11850452.000000 Penalty: 3814.326416
	Iteration 66Q: 3 clusters Score -1.185045e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 96573 members 
Entering Unmasked Estep 
Score: -11850470.000000 Penalty: 3814.326416
	Iteration 67Q: 3 clusters Score -1.185047e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 96671 members 
Entering Unmasked Estep 
Score: -11850466.000000 Penalty: 3814.326416
	Iteration 68Q: 3 clusters Score -1.185047e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 96755 members 
Entering Unmasked Estep 
Score: -11850451.000000 Penalty: 3814.326416
	Iteration 69Q: 3 clusters Score -1.185045e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 96847 members 
Entering Unmasked Estep 
Score: -11850479.000000 Penalty: 3814.326416
	Iteration 70Q: 3 clusters Score -1.185048e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 96933 members 
Entering Unmasked Estep 
Score: -11850476.000000 Penalty: 3814.326416
	Iteration 71Q: 3 clusters Score -1.185048e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 96992 members 
Entering Unmasked Estep 
Score: -11850472.000000 Penalty: 3814.326416
	Iteration 72Q: 3 clusters Score -1.185047e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 97038 members 
Entering Unmasked Estep 
Score: -11850490.000000 Penalty: 3814.326416
	Iteration 73Q: 3 clusters Score -1.185049e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 97076 members 
Entering Unmasked Estep 
Score: -11850479.000000 Penalty: 3814.326416
	Iteration 74Q: 3 clusters Score -1.185048e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 97107 members 
Entering Unmasked Estep 
Score: -11850488.000000 Penalty: 3814.326416
	Iteration 75Q: 3 clusters Score -1.185049e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 97132 members 
Entering Unmasked Estep 
Score: -11850507.000000 Penalty: 3814.326416
	Iteration 76Q: 3 clusters Score -1.185051e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 97160 members 
Entering Unmasked Estep 
Score: -11850503.000000 Penalty: 3814.326416
	Iteration 77Q: 3 clusters Score -1.18505e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 97179 members 
Entering Unmasked Estep 
Score: -11850504.000000 Penalty: 3814.326416
	Iteration 78Q: 3 clusters Score -1.18505e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 97195 members 
Entering Unmasked Estep 
Score: -11850500.000000 Penalty: 3814.326416
	Iteration 79Q: 3 clusters Score -1.18505e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 97213 members 
Entering Unmasked Estep 
Score: -11850489.000000 Penalty: 3814.326416
	Iteration 80F: 3 clusters Score -1.185049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 97222 members 
Entering Unmasked Estep 
Score: -11850488.000000 Penalty: 3814.326416
	Iteration 81Q: 3 clusters Score -1.185049e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 97235 members 
Entering Unmasked Estep 
Score: -11850474.000000 Penalty: 3814.326416
	Iteration 82Q: 3 clusters Score -1.185047e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 97248 members 
Entering Unmasked Estep 
Score: -11850487.000000 Penalty: 3814.326416
	Iteration 83Q: 3 clusters Score -1.185049e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 97258 members 
Entering Unmasked Estep 
Score: -11850480.000000 Penalty: 3814.326416
	Iteration 84Q: 3 clusters Score -1.185048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 97267 members 
Entering Unmasked Estep 
Score: -11850486.000000 Penalty: 3814.326416
	Iteration 85Q: 3 clusters Score -1.185049e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 97273 members 
Entering Unmasked Estep 
Score: -11850498.000000 Penalty: 3814.326416
	Iteration 86Q: 3 clusters Score -1.18505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 97276 members 
Entering Unmasked Estep 
Score: -11850498.000000 Penalty: 3814.326416
	Iteration 87Q: 3 clusters Score -1.18505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 97280 members 
Entering Unmasked Estep 
Score: -11850494.000000 Penalty: 3814.326416
	Iteration 88Q: 3 clusters Score -1.185049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 97283 members 
Entering Unmasked Estep 
Score: -11850494.000000 Penalty: 3814.326416
	Iteration 89Q: 3 clusters Score -1.185049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 97284 members 
Entering Unmasked Estep 
Score: -11850495.000000 Penalty: 3814.326416
	Iteration 90Q: 3 clusters Score -1.18505e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 97284 members 
Entering Unmasked Estep 
Score: -11850495.000000 Penalty: 3814.326416
	Iteration 91F: 3 clusters Score -1.18505e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -2166121.000000 Penalty: 1652.979004
	Iteration 0F: 2 clusters Score -2166121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -2148362.750000 Penalty: 3305.958008
	Iteration 0F: 3 clusters Score -2148363 nChanged 11994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -2155436.750000 Penalty: 3305.958008
	Iteration 1F: 3 clusters Score -2155437 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2156320.000000 Penalty: 3305.958008
	Iteration 2F: 3 clusters Score -2156320 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2157267.000000 Penalty: 3305.958008
	Iteration 3F: 3 clusters Score -2157267 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -2158247.500000 Penalty: 3305.958008
	Iteration 4F: 3 clusters Score -2158248 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2159225.500000 Penalty: 3305.958008
	Iteration 5F: 3 clusters Score -2159226 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2160174.500000 Penalty: 3305.958008
	Iteration 6F: 3 clusters Score -2160174 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2161018.500000 Penalty: 3305.958008
	Iteration 7Q: 3 clusters Score -2161018 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -2161798.500000 Penalty: 3305.958008
	Iteration 8Q: 3 clusters Score -2161798 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -2162434.500000 Penalty: 3305.958008
	Iteration 9Q: 3 clusters Score -2162434 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -2162996.500000 Penalty: 3305.958008
	Iteration 10Q: 3 clusters Score -2162996 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -2163442.500000 Penalty: 3305.958008
	Iteration 11Q: 3 clusters Score -2163442 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -2163817.250000 Penalty: 3305.958008
	Iteration 12Q: 3 clusters Score -2163817 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -2164117.250000 Penalty: 3305.958008
	Iteration 13Q: 3 clusters Score -2164117 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -2164359.000000 Penalty: 3305.958008
	Iteration 14Q: 3 clusters Score -2164359 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -2164532.500000 Penalty: 3305.958008
	Iteration 15Q: 3 clusters Score -2164532 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -2164680.250000 Penalty: 3305.958008
	Iteration 16Q: 3 clusters Score -2164680 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -2164801.750000 Penalty: 3305.958008
	Iteration 17Q: 3 clusters Score -2164802 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -2164901.500000 Penalty: 3305.958008
	Iteration 18Q: 3 clusters Score -2164902 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -2164992.500000 Penalty: 3305.958008
	Iteration 19Q: 3 clusters Score -2164992 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -2165057.500000 Penalty: 3305.958008
	Iteration 20F: 3 clusters Score -2165058 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -2165102.500000 Penalty: 3305.958008
	Iteration 21Q: 3 clusters Score -2165102 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -2165144.000000 Penalty: 3305.958008
	Iteration 22Q: 3 clusters Score -2165144 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -2165182.500000 Penalty: 3305.958008
	Iteration 23Q: 3 clusters Score -2165182 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -2165216.000000 Penalty: 3305.958008
	Iteration 24Q: 3 clusters Score -2165216 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -2165251.750000 Penalty: 3305.958008
	Iteration 25Q: 3 clusters Score -2165252 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -2165287.000000 Penalty: 3305.958008
	Iteration 26Q: 3 clusters Score -2165287 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -2165325.250000 Penalty: 3305.958008
	Iteration 27Q: 3 clusters Score -2165325 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -2165356.000000 Penalty: 3305.958008
	Iteration 28Q: 3 clusters Score -2165356 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -2165384.500000 Penalty: 3305.958008
	Iteration 29Q: 3 clusters Score -2165384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -2165414.250000 Penalty: 3305.958008
	Iteration 30Q: 3 clusters Score -2165414 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -2165437.750000 Penalty: 3305.958008
	Iteration 31Q: 3 clusters Score -2165438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -2165454.250000 Penalty: 3305.958008
	Iteration 32Q: 3 clusters Score -2165454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -2165462.000000 Penalty: 3305.958008
	Iteration 33Q: 3 clusters Score -2165462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -2165466.000000 Penalty: 3305.958008
	Iteration 34Q: 3 clusters Score -2165466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -2165466.000000 Penalty: 3305.958008
	Iteration 35Q: 3 clusters Score -2165466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -2165466.000000 Penalty: 3305.958008
	Iteration 36Q: 3 clusters Score -2165466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -2165471.500000 Penalty: 3305.958008
	Iteration 37Q: 3 clusters Score -2165472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -2165471.250000 Penalty: 3305.958008
	Iteration 38Q: 3 clusters Score -2165471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -2165477.250000 Penalty: 3305.958008
	Iteration 39Q: 3 clusters Score -2165477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -2165476.500000 Penalty: 3305.958008
	Iteration 40F: 3 clusters Score -2165476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -2165477.000000 Penalty: 3305.958008
	Iteration 41Q: 3 clusters Score -2165477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -2165477.000000 Penalty: 3305.958008
	Iteration 42F: 3 clusters Score -2165477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (61409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61409 members 
Entering Unmasked Estep 
Score: -5690970.000000 Penalty: 1791.613159
	Iteration 0F: 2 clusters Score -5690970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -5650119.500000 Penalty: 3583.226318
	Iteration 0F: 3 clusters Score -5650120 nChanged 28836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -5666604.500000 Penalty: 3583.226318
	Iteration 1F: 3 clusters Score -5666604 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -5667692.500000 Penalty: 3583.226318
	Iteration 2Q: 3 clusters Score -5667692 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -5669255.000000 Penalty: 3583.226318
	Iteration 3F: 3 clusters Score -5669255 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -5671683.500000 Penalty: 3583.226318
	Iteration 4F: 3 clusters Score -5671684 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 44952 members 
Entering Unmasked Estep 
Score: -5674931.500000 Penalty: 3583.226318
	Iteration 5F: 3 clusters Score -5674932 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 49458 members 
Entering Unmasked Estep 
Score: -5678860.000000 Penalty: 3583.226318
	Iteration 6F: 3 clusters Score -5678860 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 53735 members 
Entering Unmasked Estep 
Score: -5682771.500000 Penalty: 3583.226318
	Iteration 7F: 3 clusters Score -5682772 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 57002 members 
Entering Unmasked Estep 
Score: -5685796.000000 Penalty: 3583.226318
	Iteration 8F: 3 clusters Score -5685796 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 59001 members 
Entering Unmasked Estep 
Score: -5687574.000000 Penalty: 3583.226318
	Iteration 9Q: 3 clusters Score -5687574 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 60015 members 
Entering Unmasked Estep 
Score: -5688469.000000 Penalty: 3583.226318
	Iteration 10Q: 3 clusters Score -5688469 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 60561 members 
Entering Unmasked Estep 
Score: -5688971.000000 Penalty: 3583.226318
	Iteration 11Q: 3 clusters Score -5688971 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 60799 members 
Entering Unmasked Estep 
Score: -5689176.000000 Penalty: 3583.226318
	Iteration 12Q: 3 clusters Score -5689176 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 60903 members 
Entering Unmasked Estep 
Score: -5689288.000000 Penalty: 3583.226318
	Iteration 13Q: 3 clusters Score -5689288 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 60955 members 
Entering Unmasked Estep 
Score: -5689335.000000 Penalty: 3583.226318
	Iteration 14Q: 3 clusters Score -5689335 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 60998 members 
Entering Unmasked Estep 
Score: -5689387.000000 Penalty: 3583.226318
	Iteration 15Q: 3 clusters Score -5689387 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 61019 members 
Entering Unmasked Estep 
Score: -5689418.000000 Penalty: 3583.226318
	Iteration 16Q: 3 clusters Score -5689418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 61037 members 
Entering Unmasked Estep 
Score: -5689442.500000 Penalty: 3583.226318
	Iteration 17Q: 3 clusters Score -5689442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
Score: -5689454.000000 Penalty: 3583.226318
	Iteration 18Q: 3 clusters Score -5689454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 61059 members 
Entering Unmasked Estep 
Score: -5689468.000000 Penalty: 3583.226318
	Iteration 19Q: 3 clusters Score -5689468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 61064 members 
Entering Unmasked Estep 
Score: -5689473.000000 Penalty: 3583.226318
	Iteration 20F: 3 clusters Score -5689473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 61066 members 
Entering Unmasked Estep 
Score: -5689473.000000 Penalty: 3583.226318
	Iteration 21Q: 3 clusters Score -5689473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 61068 members 
Entering Unmasked Estep 
Score: -5689475.000000 Penalty: 3583.226318
	Iteration 22Q: 3 clusters Score -5689475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 61072 members 
Entering Unmasked Estep 
Score: -5689474.500000 Penalty: 3583.226318
	Iteration 23Q: 3 clusters Score -5689474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 61073 members 
Entering Unmasked Estep 
Score: -5689479.000000 Penalty: 3583.226318
	Iteration 24Q: 3 clusters Score -5689479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 61074 members 
Entering Unmasked Estep 
Score: -5689480.500000 Penalty: 3583.226318
	Iteration 25Q: 3 clusters Score -5689480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 61077 members 
Entering Unmasked Estep 
Score: -5689480.000000 Penalty: 3583.226318
	Iteration 26Q: 3 clusters Score -5689480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 61079 members 
Entering Unmasked Estep 
Score: -5689478.500000 Penalty: 3583.226318
	Iteration 27Q: 3 clusters Score -5689478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 61081 members 
Entering Unmasked Estep 
Score: -5689479.000000 Penalty: 3583.226318
	Iteration 28Q: 3 clusters Score -5689479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 61082 members 
Entering Unmasked Estep 
Score: -5689481.500000 Penalty: 3583.226318
	Iteration 29Q: 3 clusters Score -5689482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 61082 members 
Entering Unmasked Estep 
Score: -5689481.500000 Penalty: 3583.226318
	Iteration 30F: 3 clusters Score -5689482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Entering Unmasked Estep 
Score: -1346094.000000 Penalty: 1563.508179
	Iteration 0F: 2 clusters Score -1346094 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 7581 members 
Entering Unmasked Estep 
Score: -1335560.500000 Penalty: 3127.016357
	Iteration 0F: 3 clusters Score -1335560 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1339171.500000 Penalty: 3127.016357
	Iteration 1F: 3 clusters Score -1339172 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1339463.750000 Penalty: 3127.016357
	Iteration 2F: 3 clusters Score -1339464 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1339775.875000 Penalty: 3127.016357
	Iteration 3Q: 3 clusters Score -1339776 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1340142.625000 Penalty: 3127.016357
	Iteration 4Q: 3 clusters Score -1340143 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1340703.250000 Penalty: 3127.016357
	Iteration 5F: 3 clusters Score -1340703 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1341439.000000 Penalty: 3127.016357
	Iteration 6F: 3 clusters Score -1341439 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1342341.750000 Penalty: 3127.016357
	Iteration 7F: 3 clusters Score -1342342 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1343227.750000 Penalty: 3127.016357
	Iteration 8F: 3 clusters Score -1343228 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1343929.625000 Penalty: 3127.016357
	Iteration 9F: 3 clusters Score -1343930 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1344432.875000 Penalty: 3127.016357
	Iteration 10Q: 3 clusters Score -1344433 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1344736.625000 Penalty: 3127.016357
	Iteration 11Q: 3 clusters Score -1344737 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1344918.250000 Penalty: 3127.016357
	Iteration 12Q: 3 clusters Score -1344918 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1345007.625000 Penalty: 3127.016357
	Iteration 13Q: 3 clusters Score -1345008 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1345064.625000 Penalty: 3127.016357
	Iteration 14Q: 3 clusters Score -1345065 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1345101.250000 Penalty: 3127.016357
	Iteration 15Q: 3 clusters Score -1345101 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1345123.125000 Penalty: 3127.016357
	Iteration 16Q: 3 clusters Score -1345123 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1345137.250000 Penalty: 3127.016357
	Iteration 17Q: 3 clusters Score -1345137 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1345138.250000 Penalty: 3127.016357
	Iteration 18Q: 3 clusters Score -1345138 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1345143.000000 Penalty: 3127.016357
	Iteration 19Q: 3 clusters Score -1345143 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1345152.875000 Penalty: 3127.016357
	Iteration 20F: 3 clusters Score -1345153 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1345156.750000 Penalty: 3127.016357
	Iteration 21Q: 3 clusters Score -1345157 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1345161.500000 Penalty: 3127.016357
	Iteration 22Q: 3 clusters Score -1345162 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1345165.625000 Penalty: 3127.016357
	Iteration 23Q: 3 clusters Score -1345166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1345165.875000 Penalty: 3127.016357
	Iteration 24Q: 3 clusters Score -1345166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1345170.125000 Penalty: 3127.016357
	Iteration 25Q: 3 clusters Score -1345170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1345178.500000 Penalty: 3127.016357
	Iteration 26Q: 3 clusters Score -1345178 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1345179.125000 Penalty: 3127.016357
	Iteration 27Q: 3 clusters Score -1345179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1345178.125000 Penalty: 3127.016357
	Iteration 28Q: 3 clusters Score -1345178 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1345182.125000 Penalty: 3127.016357
	Iteration 29Q: 3 clusters Score -1345182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1345184.000000 Penalty: 3127.016357
	Iteration 30Q: 3 clusters Score -1345184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1345186.750000 Penalty: 3127.016357
	Iteration 31Q: 3 clusters Score -1345187 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1345191.375000 Penalty: 3127.016357
	Iteration 32Q: 3 clusters Score -1345191 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1345194.625000 Penalty: 3127.016357
	Iteration 33Q: 3 clusters Score -1345195 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1345195.375000 Penalty: 3127.016357
	Iteration 34Q: 3 clusters Score -1345195 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1345200.500000 Penalty: 3127.016357
	Iteration 35Q: 3 clusters Score -1345200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1345199.625000 Penalty: 3127.016357
	Iteration 36Q: 3 clusters Score -1345200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1345200.000000 Penalty: 3127.016357
	Iteration 37Q: 3 clusters Score -1345200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1345203.750000 Penalty: 3127.016357
	Iteration 38Q: 3 clusters Score -1345204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1345206.875000 Penalty: 3127.016357
	Iteration 39Q: 3 clusters Score -1345207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1345204.875000 Penalty: 3127.016357
	Iteration 40F: 3 clusters Score -1345205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1345204.625000 Penalty: 3127.016357
	Iteration 41Q: 3 clusters Score -1345205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1345204.625000 Penalty: 3127.016357
	Iteration 42Q: 3 clusters Score -1345205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1345204.500000 Penalty: 3127.016357
	Iteration 43Q: 3 clusters Score -1345204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1345205.125000 Penalty: 3127.016357
	Iteration 44Q: 3 clusters Score -1345205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1345206.250000 Penalty: 3127.016357
	Iteration 45Q: 3 clusters Score -1345206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1345206.250000 Penalty: 3127.016357
	Iteration 46F: 3 clusters Score -1345206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Entering Unmasked Estep 
Score: -343494.437500 Penalty: 1345.985596
	Iteration 0F: 2 clusters Score -343494.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -340172.843750 Penalty: 2691.971191
	Iteration 0F: 3 clusters Score -340172.8 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -341026.718750 Penalty: 2691.971191
	Iteration 1F: 3 clusters Score -341026.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -341212.937500 Penalty: 2691.971191
	Iteration 2F: 3 clusters Score -341212.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -341419.531250 Penalty: 2691.971191
	Iteration 3F: 3 clusters Score -341419.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -341576.562500 Penalty: 2691.971191
	Iteration 4F: 3 clusters Score -341576.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -341700.468750 Penalty: 2691.971191
	Iteration 5F: 3 clusters Score -341700.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -341807.968750 Penalty: 2691.971191
	Iteration 6Q: 3 clusters Score -341808 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -341921.781250 Penalty: 2691.971191
	Iteration 7Q: 3 clusters Score -341921.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -342028.312500 Penalty: 2691.971191
	Iteration 8Q: 3 clusters Score -342028.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -342135.437500 Penalty: 2691.971191
	Iteration 9Q: 3 clusters Score -342135.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -342246.968750 Penalty: 2691.971191
	Iteration 10Q: 3 clusters Score -342247 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -342377.718750 Penalty: 2691.971191
	Iteration 11Q: 3 clusters Score -342377.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -342501.031250 Penalty: 2691.971191
	Iteration 12Q: 3 clusters Score -342501 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -342577.218750 Penalty: 2691.971191
	Iteration 13Q: 3 clusters Score -342577.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -342636.937500 Penalty: 2691.971191
	Iteration 14Q: 3 clusters Score -342636.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -342692.406250 Penalty: 2691.971191
	Iteration 15Q: 3 clusters Score -342692.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -342758.125000 Penalty: 2691.971191
	Iteration 16Q: 3 clusters Score -342758.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -342802.531250 Penalty: 2691.971191
	Iteration 17Q: 3 clusters Score -342802.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -342834.468750 Penalty: 2691.971191
	Iteration 18Q: 3 clusters Score -342834.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -342854.687500 Penalty: 2691.971191
	Iteration 19Q: 3 clusters Score -342854.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -342864.312500 Penalty: 2691.971191
	Iteration 20F: 3 clusters Score -342864.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -342868.968750 Penalty: 2691.971191
	Iteration 21Q: 3 clusters Score -342869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -342873.937500 Penalty: 2691.971191
	Iteration 22Q: 3 clusters Score -342873.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -342876.750000 Penalty: 2691.971191
	Iteration 23Q: 3 clusters Score -342876.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -342879.656250 Penalty: 2691.971191
	Iteration 24Q: 3 clusters Score -342879.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -342882.125000 Penalty: 2691.971191
	Iteration 25Q: 3 clusters Score -342882.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -342883.437500 Penalty: 2691.971191
	Iteration 26Q: 3 clusters Score -342883.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -342884.375000 Penalty: 2691.971191
	Iteration 27Q: 3 clusters Score -342884.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -342884.375000 Penalty: 2691.971191
	Iteration 28F: 3 clusters Score -342884.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (60401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60401 members 
Entering Unmasked Estep 
Score: -5562662.500000 Penalty: 1788.923706
	Iteration 0F: 2 clusters Score -5562662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -5522508.500000 Penalty: 3577.847412
	Iteration 0F: 3 clusters Score -5522508 nChanged 28488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -5538403.500000 Penalty: 3577.847412
	Iteration 1F: 3 clusters Score -5538404 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -5538834.000000 Penalty: 3577.847412
	Iteration 2Q: 3 clusters Score -5538834 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -5539325.500000 Penalty: 3577.847412
	Iteration 3Q: 3 clusters Score -5539326 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -5540076.500000 Penalty: 3577.847412
	Iteration 4Q: 3 clusters Score -5540076 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -5541258.500000 Penalty: 3577.847412
	Iteration 5Q: 3 clusters Score -5541258 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -5542983.000000 Penalty: 3577.847412
	Iteration 6F: 3 clusters Score -5542983 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -5545318.000000 Penalty: 3577.847412
	Iteration 7F: 3 clusters Score -5545318 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
Score: -5548205.500000 Penalty: 3577.847412
	Iteration 8F: 3 clusters Score -5548206 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 50138 members 
Entering Unmasked Estep 
Score: -5551499.000000 Penalty: 3577.847412
	Iteration 9F: 3 clusters Score -5551499 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 53872 members 
Entering Unmasked Estep 
Score: -5554729.500000 Penalty: 3577.847412
	Iteration 10F: 3 clusters Score -5554730 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 56954 members 
Entering Unmasked Estep 
Score: -5557708.500000 Penalty: 3577.847412
	Iteration 11F: 3 clusters Score -5557708 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 58875 members 
Entering Unmasked Estep 
Score: -5559596.000000 Penalty: 3577.847412
	Iteration 12Q: 3 clusters Score -5559596 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 59773 members 
Entering Unmasked Estep 
Score: -5560506.500000 Penalty: 3577.847412
	Iteration 13Q: 3 clusters Score -5560506 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 60085 members 
Entering Unmasked Estep 
Score: -5560881.000000 Penalty: 3577.847412
	Iteration 14Q: 3 clusters Score -5560881 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 60178 members 
Entering Unmasked Estep 
Score: -5560995.500000 Penalty: 3577.847412
	Iteration 15Q: 3 clusters Score -5560996 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 60211 members 
Entering Unmasked Estep 
Score: -5561061.500000 Penalty: 3577.847412
	Iteration 16Q: 3 clusters Score -5561062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 60221 members 
Entering Unmasked Estep 
Score: -5561079.500000 Penalty: 3577.847412
	Iteration 17Q: 3 clusters Score -5561080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 60226 members 
Entering Unmasked Estep 
Score: -5561091.500000 Penalty: 3577.847412
	Iteration 18Q: 3 clusters Score -5561092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 60228 members 
Entering Unmasked Estep 
Score: -5561096.500000 Penalty: 3577.847412
	Iteration 19Q: 3 clusters Score -5561096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 60229 members 
Entering Unmasked Estep 
Score: -5561101.500000 Penalty: 3577.847412
	Iteration 20F: 3 clusters Score -5561102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 60231 members 
Entering Unmasked Estep 
Score: -5561104.000000 Penalty: 3577.847412
	Iteration 21Q: 3 clusters Score -5561104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 60233 members 
Entering Unmasked Estep 
Score: -5561105.500000 Penalty: 3577.847412
	Iteration 22Q: 3 clusters Score -5561106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 60235 members 
Entering Unmasked Estep 
Score: -5561109.000000 Penalty: 3577.847412
	Iteration 23Q: 3 clusters Score -5561109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 60238 members 
Entering Unmasked Estep 
Score: -5561112.500000 Penalty: 3577.847412
	Iteration 24Q: 3 clusters Score -5561112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 60241 members 
Entering Unmasked Estep 
Score: -5561127.000000 Penalty: 3577.847412
	Iteration 25Q: 3 clusters Score -5561127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 60242 members 
Entering Unmasked Estep 
Score: -5561127.500000 Penalty: 3577.847412
	Iteration 26Q: 3 clusters Score -5561128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 60242 members 
Entering Unmasked Estep 
Score: -5561127.500000 Penalty: 3577.847412
	Iteration 27F: 3 clusters Score -5561128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -27798.175781 Penalty: 938.364624
	Iteration 0F: 2 clusters Score -27798.18 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 161 members 
Entering Unmasked Estep 
Score: -26888.271484 Penalty: 1876.729248
	Iteration 0F: 3 clusters Score -26888.27 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27004.566406 Penalty: 1876.729248
	Iteration 1F: 3 clusters Score -27004.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27017.992188 Penalty: 1876.729248
	Iteration 2Q: 3 clusters Score -27017.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27025.566406 Penalty: 1876.729248
	Iteration 3Q: 3 clusters Score -27025.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27026.919922 Penalty: 1876.729248
	Iteration 4Q: 3 clusters Score -27026.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27026.919922 Penalty: 1876.729248
	Iteration 5F: 3 clusters Score -27026.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Entering Unmasked Estep 
Score: -86704.843750 Penalty: 1156.677612
	Iteration 0F: 2 clusters Score -86704.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -85150.117188 Penalty: 2313.355225
	Iteration 0F: 3 clusters Score -85150.12 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -85621.687500 Penalty: 2313.355225
	Iteration 1F: 3 clusters Score -85621.69 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -85996.390625 Penalty: 2313.355225
	Iteration 2F: 3 clusters Score -85996.39 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -86300.125000 Penalty: 2313.355225
	Iteration 3F: 3 clusters Score -86300.12 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -86508.601562 Penalty: 2313.355225
	Iteration 4F: 3 clusters Score -86508.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -86659.234375 Penalty: 2313.355225
	Iteration 5F: 3 clusters Score -86659.23 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -86781.718750 Penalty: 2313.355225
	Iteration 6Q: 3 clusters Score -86781.72 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -86824.226562 Penalty: 2313.355225
	Iteration 7Q: 3 clusters Score -86824.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -86859.367188 Penalty: 2313.355225
	Iteration 8Q: 3 clusters Score -86859.37 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -86897.898438 Penalty: 2313.355225
	Iteration 9Q: 3 clusters Score -86897.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -86927.750000 Penalty: 2313.355225
	Iteration 10Q: 3 clusters Score -86927.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -86967.320312 Penalty: 2313.355225
	Iteration 11Q: 3 clusters Score -86967.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -86994.031250 Penalty: 2313.355225
	Iteration 12Q: 3 clusters Score -86994.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -87005.960938 Penalty: 2313.355225
	Iteration 13Q: 3 clusters Score -87005.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -87008.398438 Penalty: 2313.355225
	Iteration 14Q: 3 clusters Score -87008.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -87011.687500 Penalty: 2313.355225
	Iteration 15Q: 3 clusters Score -87011.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -87012.609375 Penalty: 2313.355225
	Iteration 16Q: 3 clusters Score -87012.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -87013.585938 Penalty: 2313.355225
	Iteration 17Q: 3 clusters Score -87013.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -87015.148438 Penalty: 2313.355225
	Iteration 18Q: 3 clusters Score -87015.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -87018.867188 Penalty: 2313.355225
	Iteration 19Q: 3 clusters Score -87018.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -87020.234375 Penalty: 2313.355225
	Iteration 20F: 3 clusters Score -87020.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 52468 members 
Mstep: Class 3 contains 34464 members 
Mstep: Class 4 contains 11033 members 
Mstep: Class 5 contains 3272 members 
Mstep: Class 6 contains 116291 members 
Mstep: Class 7 contains 125040 members 
Mstep: Class 8 contains 26165 members 
Mstep: Class 9 contains 61409 members 
Mstep: Class 10 contains 15087 members 
Mstep: Class 11 contains 3956 members 
Mstep: Class 12 contains 60401 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 2288 members 
Mstep: Class 16 contains 39748 members 
Mstep: Class 17 contains 6513 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 6420 members 
Mstep: Class 20 contains 13452 members 
Mstep: Class 21 contains 14368 members 
Mstep: Class 22 contains 7518 members 
Mstep: Class 23 contains 6121 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10450 members 
Mstep: Class 26 contains 16757 members 
Mstep: Class 27 contains 116989 members 
Mstep: Class 28 contains 1378 members 
Mstep: Class 29 contains 1451 members 
Mstep: Class 30 contains 3381 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 8341 members 
Mstep: Class 34 contains 1279 members 
Mstep: Class 35 contains 7056 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9394 members 
Mstep: Class 38 contains 1116 members 
Mstep: Class 39 contains 1954 members 
Mstep: Class 40 contains 83966 members 
Mstep: Class 41 contains 6895 members 
Mstep: Class 42 contains 2353 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2974 members 
Mstep: Class 45 contains 3797 members 
Mstep: Class 46 contains 2021 members 
Mstep: Class 47 contains 732 members 
Entering Unmasked Estep 
Score: -84447176.000000 Penalty: 105190.875000
Splitting cluster 14 changes total score from -84448088.000000 to -84447176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (2288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Entering Unmasked Estep 
Score: -193027.593750 Penalty: 1257.007935
	Iteration 0F: 2 clusters Score -193027.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -190733.109375 Penalty: 2514.015869
	Iteration 0F: 3 clusters Score -190733.1 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -191308.593750 Penalty: 2514.015869
	Iteration 1F: 3 clusters Score -191308.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -191452.765625 Penalty: 2514.015869
	Iteration 2F: 3 clusters Score -191452.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -191553.890625 Penalty: 2514.015869
	Iteration 3F: 3 clusters Score -191553.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -191641.593750 Penalty: 2514.015869
	Iteration 4Q: 3 clusters Score -191641.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -191733.093750 Penalty: 2514.015869
	Iteration 5Q: 3 clusters Score -191733.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -191818.343750 Penalty: 2514.015869
	Iteration 6Q: 3 clusters Score -191818.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -191906.062500 Penalty: 2514.015869
	Iteration 7Q: 3 clusters Score -191906.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -191976.812500 Penalty: 2514.015869
	Iteration 8Q: 3 clusters Score -191976.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -192044.812500 Penalty: 2514.015869
	Iteration 9Q: 3 clusters Score -192044.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -192121.906250 Penalty: 2514.015869
	Iteration 10Q: 3 clusters Score -192121.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -192192.218750 Penalty: 2514.015869
	Iteration 11Q: 3 clusters Score -192192.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -192234.921875 Penalty: 2514.015869
	Iteration 12Q: 3 clusters Score -192234.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -192267.171875 Penalty: 2514.015869
	Iteration 13Q: 3 clusters Score -192267.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -192295.687500 Penalty: 2514.015869
	Iteration 14Q: 3 clusters Score -192295.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -192314.250000 Penalty: 2514.015869
	Iteration 15Q: 3 clusters Score -192314.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -192329.250000 Penalty: 2514.015869
	Iteration 16Q: 3 clusters Score -192329.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -192338.250000 Penalty: 2514.015869
	Iteration 17Q: 3 clusters Score -192338.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -192348.140625 Penalty: 2514.015869
	Iteration 18Q: 3 clusters Score -192348.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -192355.031250 Penalty: 2514.015869
	Iteration 19Q: 3 clusters Score -192355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -192363.484375 Penalty: 2514.015869
	Iteration 20F: 3 clusters Score -192363.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -192372.718750 Penalty: 2514.015869
	Iteration 21Q: 3 clusters Score -192372.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -192382.765625 Penalty: 2514.015869
	Iteration 22Q: 3 clusters Score -192382.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -192395.515625 Penalty: 2514.015869
	Iteration 23Q: 3 clusters Score -192395.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -192405.078125 Penalty: 2514.015869
	Iteration 24Q: 3 clusters Score -192405.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -192414.156250 Penalty: 2514.015869
	Iteration 25Q: 3 clusters Score -192414.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -192421.312500 Penalty: 2514.015869
	Iteration 26Q: 3 clusters Score -192421.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -192428.453125 Penalty: 2514.015869
	Iteration 27Q: 3 clusters Score -192428.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -192433.296875 Penalty: 2514.015869
	Iteration 28Q: 3 clusters Score -192433.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -192437.203125 Penalty: 2514.015869
	Iteration 29Q: 3 clusters Score -192437.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -192442.109375 Penalty: 2514.015869
	Iteration 30Q: 3 clusters Score -192442.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -192445.484375 Penalty: 2514.015869
	Iteration 31Q: 3 clusters Score -192445.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -192447.781250 Penalty: 2514.015869
	Iteration 32Q: 3 clusters Score -192447.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -192450.703125 Penalty: 2514.015869
	Iteration 33Q: 3 clusters Score -192450.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -192452.406250 Penalty: 2514.015869
	Iteration 34Q: 3 clusters Score -192452.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -192453.046875 Penalty: 2514.015869
	Iteration 35Q: 3 clusters Score -192453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -192453.765625 Penalty: 2514.015869
	Iteration 36Q: 3 clusters Score -192453.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -192453.765625 Penalty: 2514.015869
	Iteration 37F: 3 clusters Score -192453.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (39748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Entering Unmasked Estep 
Score: -3623820.250000 Penalty: 1720.926147
	Iteration 0F: 2 clusters Score -3623820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -3597138.250000 Penalty: 3441.852295
	Iteration 0F: 3 clusters Score -3597138 nChanged 18556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -3607680.250000 Penalty: 3441.852295
	Iteration 1F: 3 clusters Score -3607680 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -3608343.750000 Penalty: 3441.852295
	Iteration 2Q: 3 clusters Score -3608344 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -3609226.000000 Penalty: 3441.852295
	Iteration 3F: 3 clusters Score -3609226 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -3610460.500000 Penalty: 3441.852295
	Iteration 4F: 3 clusters Score -3610460 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -3612010.000000 Penalty: 3441.852295
	Iteration 5F: 3 clusters Score -3612010 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -3613822.250000 Penalty: 3441.852295
	Iteration 6F: 3 clusters Score -3613822 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -3615618.000000 Penalty: 3441.852295
	Iteration 7F: 3 clusters Score -3615618 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -3617363.000000 Penalty: 3441.852295
	Iteration 8F: 3 clusters Score -3617363 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -3619025.250000 Penalty: 3441.852295
	Iteration 9F: 3 clusters Score -3619025 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -3620363.250000 Penalty: 3441.852295
	Iteration 10Q: 3 clusters Score -3620363 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -3621230.500000 Penalty: 3441.852295
	Iteration 11Q: 3 clusters Score -3621230 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -3621716.750000 Penalty: 3441.852295
	Iteration 12Q: 3 clusters Score -3621717 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 38997 members 
Entering Unmasked Estep 
Score: -3621971.000000 Penalty: 3441.852295
	Iteration 13Q: 3 clusters Score -3621971 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -3622122.500000 Penalty: 3441.852295
	Iteration 14Q: 3 clusters Score -3622122 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -3622213.750000 Penalty: 3441.852295
	Iteration 15Q: 3 clusters Score -3622214 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -3622261.000000 Penalty: 3441.852295
	Iteration 16Q: 3 clusters Score -3622261 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -3622286.250000 Penalty: 3441.852295
	Iteration 17Q: 3 clusters Score -3622286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -3622311.000000 Penalty: 3441.852295
	Iteration 18Q: 3 clusters Score -3622311 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -3622326.250000 Penalty: 3441.852295
	Iteration 19Q: 3 clusters Score -3622326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 39367 members 
Entering Unmasked Estep 
Score: -3622340.750000 Penalty: 3441.852295
	Iteration 20F: 3 clusters Score -3622341 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
Score: -3622352.750000 Penalty: 3441.852295
	Iteration 21Q: 3 clusters Score -3622353 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -3622369.500000 Penalty: 3441.852295
	Iteration 22Q: 3 clusters Score -3622370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -3622379.500000 Penalty: 3441.852295
	Iteration 23Q: 3 clusters Score -3622380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -3622380.000000 Penalty: 3441.852295
	Iteration 24Q: 3 clusters Score -3622380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -3622399.000000 Penalty: 3441.852295
	Iteration 25Q: 3 clusters Score -3622399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -3622413.000000 Penalty: 3441.852295
	Iteration 26Q: 3 clusters Score -3622413 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -3622433.250000 Penalty: 3441.852295
	Iteration 27Q: 3 clusters Score -3622433 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -3622455.000000 Penalty: 3441.852295
	Iteration 28Q: 3 clusters Score -3622455 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -3622474.000000 Penalty: 3441.852295
	Iteration 29Q: 3 clusters Score -3622474 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -3622483.500000 Penalty: 3441.852295
	Iteration 30Q: 3 clusters Score -3622484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -3622511.250000 Penalty: 3441.852295
	Iteration 31Q: 3 clusters Score -3622511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 39367 members 
Entering Unmasked Estep 
Score: -3622525.500000 Penalty: 3441.852295
	Iteration 32Q: 3 clusters Score -3622526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 39367 members 
Entering Unmasked Estep 
Score: -3622532.000000 Penalty: 3441.852295
	Iteration 33Q: 3 clusters Score -3622532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 39360 members 
Entering Unmasked Estep 
Score: -3622549.750000 Penalty: 3441.852295
	Iteration 34Q: 3 clusters Score -3622550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -3622565.750000 Penalty: 3441.852295
	Iteration 35Q: 3 clusters Score -3622566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 39360 members 
Entering Unmasked Estep 
Score: -3622573.750000 Penalty: 3441.852295
	Iteration 36Q: 3 clusters Score -3622574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -3622585.500000 Penalty: 3441.852295
	Iteration 37Q: 3 clusters Score -3622586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -3622592.750000 Penalty: 3441.852295
	Iteration 38Q: 3 clusters Score -3622593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -3622594.250000 Penalty: 3441.852295
	Iteration 39Q: 3 clusters Score -3622594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -3622600.500000 Penalty: 3441.852295
	Iteration 40F: 3 clusters Score -3622600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -3622600.500000 Penalty: 3441.852295
	Iteration 41Q: 3 clusters Score -3622600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -3622613.750000 Penalty: 3441.852295
	Iteration 42Q: 3 clusters Score -3622614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -3622617.000000 Penalty: 3441.852295
	Iteration 43Q: 3 clusters Score -3622617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -3622621.000000 Penalty: 3441.852295
	Iteration 44Q: 3 clusters Score -3622621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
Score: -3622622.000000 Penalty: 3441.852295
	Iteration 45Q: 3 clusters Score -3622622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -3622626.000000 Penalty: 3441.852295
	Iteration 46Q: 3 clusters Score -3622626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -3622630.750000 Penalty: 3441.852295
	Iteration 47Q: 3 clusters Score -3622631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -3622635.750000 Penalty: 3441.852295
	Iteration 48Q: 3 clusters Score -3622636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -3622640.500000 Penalty: 3441.852295
	Iteration 49Q: 3 clusters Score -3622640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -3622643.750000 Penalty: 3441.852295
	Iteration 50Q: 3 clusters Score -3622644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
Score: -3622647.500000 Penalty: 3441.852295
	Iteration 51Q: 3 clusters Score -3622648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -3622648.500000 Penalty: 3441.852295
	Iteration 52Q: 3 clusters Score -3622648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -3622652.750000 Penalty: 3441.852295
	Iteration 53Q: 3 clusters Score -3622653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -3622651.000000 Penalty: 3441.852295
	Iteration 54Q: 3 clusters Score -3622651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -3622649.750000 Penalty: 3441.852295
	Iteration 55Q: 3 clusters Score -3622650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -3622649.750000 Penalty: 3441.852295
	Iteration 56F: 3 clusters Score -3622650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Entering Unmasked Estep 
Score: -585885.125000 Penalty: 1427.002686
	Iteration 0F: 2 clusters Score -585885.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -580993.187500 Penalty: 2854.005371
	Iteration 0F: 3 clusters Score -580993.2 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -582584.187500 Penalty: 2854.005371
	Iteration 1F: 3 clusters Score -582584.2 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -583028.187500 Penalty: 2854.005371
	Iteration 2F: 3 clusters Score -583028.2 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -583683.562500 Penalty: 2854.005371
	Iteration 3F: 3 clusters Score -583683.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -584407.000000 Penalty: 2854.005371
	Iteration 4F: 3 clusters Score -584407 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -584978.875000 Penalty: 2854.005371
	Iteration 5F: 3 clusters Score -584978.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -585305.562500 Penalty: 2854.005371
	Iteration 6F: 3 clusters Score -585305.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -585468.500000 Penalty: 2854.005371
	Iteration 7Q: 3 clusters Score -585468.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -585545.375000 Penalty: 2854.005371
	Iteration 8Q: 3 clusters Score -585545.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -585580.625000 Penalty: 2854.005371
	Iteration 9Q: 3 clusters Score -585580.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -585604.500000 Penalty: 2854.005371
	Iteration 10Q: 3 clusters Score -585604.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -585621.187500 Penalty: 2854.005371
	Iteration 11Q: 3 clusters Score -585621.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -585632.562500 Penalty: 2854.005371
	Iteration 12Q: 3 clusters Score -585632.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -585637.937500 Penalty: 2854.005371
	Iteration 13Q: 3 clusters Score -585637.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -585640.625000 Penalty: 2854.005371
	Iteration 14Q: 3 clusters Score -585640.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -585641.687500 Penalty: 2854.005371
	Iteration 15Q: 3 clusters Score -585641.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -585643.687500 Penalty: 2854.005371
	Iteration 16Q: 3 clusters Score -585643.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -585646.062500 Penalty: 2854.005371
	Iteration 17Q: 3 clusters Score -585646.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -585650.562500 Penalty: 2854.005371
	Iteration 18Q: 3 clusters Score -585650.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -585653.000000 Penalty: 2854.005371
	Iteration 19Q: 3 clusters Score -585653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -585656.687500 Penalty: 2854.005371
	Iteration 20F: 3 clusters Score -585656.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -585661.375000 Penalty: 2854.005371
	Iteration 21Q: 3 clusters Score -585661.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -585666.625000 Penalty: 2854.005371
	Iteration 22Q: 3 clusters Score -585666.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -585668.312500 Penalty: 2854.005371
	Iteration 23Q: 3 clusters Score -585668.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -585672.125000 Penalty: 2854.005371
	Iteration 24Q: 3 clusters Score -585672.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -585672.625000 Penalty: 2854.005371
	Iteration 25Q: 3 clusters Score -585672.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -585677.875000 Penalty: 2854.005371
	Iteration 26Q: 3 clusters Score -585677.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -585680.250000 Penalty: 2854.005371
	Iteration 27Q: 3 clusters Score -585680.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -585685.375000 Penalty: 2854.005371
	Iteration 28Q: 3 clusters Score -585685.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -585690.687500 Penalty: 2854.005371
	Iteration 29Q: 3 clusters Score -585690.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -585692.375000 Penalty: 2854.005371
	Iteration 30Q: 3 clusters Score -585692.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -585694.125000 Penalty: 2854.005371
	Iteration 31Q: 3 clusters Score -585694.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -585696.000000 Penalty: 2854.005371
	Iteration 32Q: 3 clusters Score -585696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -585696.687500 Penalty: 2854.005371
	Iteration 33Q: 3 clusters Score -585696.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -585700.625000 Penalty: 2854.005371
	Iteration 34Q: 3 clusters Score -585700.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -585705.750000 Penalty: 2854.005371
	Iteration 35Q: 3 clusters Score -585705.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -585710.562500 Penalty: 2854.005371
	Iteration 36Q: 3 clusters Score -585710.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -585715.312500 Penalty: 2854.005371
	Iteration 37Q: 3 clusters Score -585715.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -585718.062500 Penalty: 2854.005371
	Iteration 38Q: 3 clusters Score -585718.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -585719.937500 Penalty: 2854.005371
	Iteration 39Q: 3 clusters Score -585719.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -585722.875000 Penalty: 2854.005371
	Iteration 40F: 3 clusters Score -585722.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -585724.312500 Penalty: 2854.005371
	Iteration 41Q: 3 clusters Score -585724.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -585728.062500 Penalty: 2854.005371
	Iteration 42Q: 3 clusters Score -585728.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -585731.875000 Penalty: 2854.005371
	Iteration 43Q: 3 clusters Score -585731.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -585734.875000 Penalty: 2854.005371
	Iteration 44Q: 3 clusters Score -585734.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -585738.187500 Penalty: 2854.005371
	Iteration 45Q: 3 clusters Score -585738.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -585743.375000 Penalty: 2854.005371
	Iteration 46Q: 3 clusters Score -585743.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -585752.437500 Penalty: 2854.005371
	Iteration 47Q: 3 clusters Score -585752.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -585761.062500 Penalty: 2854.005371
	Iteration 48Q: 3 clusters Score -585761.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -585775.875000 Penalty: 2854.005371
	Iteration 49Q: 3 clusters Score -585775.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -585798.125000 Penalty: 2854.005371
	Iteration 50Q: 3 clusters Score -585798.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -585821.562500 Penalty: 2854.005371
	Iteration 51Q: 3 clusters Score -585821.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -585849.375000 Penalty: 2854.005371
	Iteration 52Q: 3 clusters Score -585849.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -585865.437500 Penalty: 2854.005371
	Iteration 53Q: 3 clusters Score -585865.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -585877.562500 Penalty: 2854.005371
	Iteration 54Q: 3 clusters Score -585877.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -585886.812500 Penalty: 2854.005371
	Iteration 55Q: 3 clusters Score -585886.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -585899.000000 Penalty: 2854.005371
	Iteration 56Q: 3 clusters Score -585899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -585905.125000 Penalty: 2854.005371
	Iteration 57Q: 3 clusters Score -585905.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -585915.250000 Penalty: 2854.005371
	Iteration 58Q: 3 clusters Score -585915.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -585928.625000 Penalty: 2854.005371
	Iteration 59Q: 3 clusters Score -585928.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -585940.000000 Penalty: 2854.005371
	Iteration 60F: 3 clusters Score -585940 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -585952.187500 Penalty: 2854.005371
	Iteration 61Q: 3 clusters Score -585952.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -585960.000000 Penalty: 2854.005371
	Iteration 62Q: 3 clusters Score -585960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -585967.812500 Penalty: 2854.005371
	Iteration 63Q: 3 clusters Score -585967.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -585975.062500 Penalty: 2854.005371
	Iteration 64Q: 3 clusters Score -585975.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -585985.375000 Penalty: 2854.005371
	Iteration 65Q: 3 clusters Score -585985.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -585988.562500 Penalty: 2854.005371
	Iteration 66Q: 3 clusters Score -585988.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -585994.687500 Penalty: 2854.005371
	Iteration 67Q: 3 clusters Score -585994.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -585997.062500 Penalty: 2854.005371
	Iteration 68Q: 3 clusters Score -585997.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -585998.687500 Penalty: 2854.005371
	Iteration 69Q: 3 clusters Score -585998.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -585998.750000 Penalty: 2854.005371
	Iteration 70Q: 3 clusters Score -585998.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -585998.875000 Penalty: 2854.005371
	Iteration 71Q: 3 clusters Score -585998.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -585999.000000 Penalty: 2854.005371
	Iteration 72Q: 3 clusters Score -585999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -585999.000000 Penalty: 2854.005371
	Iteration 73Q: 3 clusters Score -585999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -585999.500000 Penalty: 2854.005371
	Iteration 74Q: 3 clusters Score -585999.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -586001.375000 Penalty: 2854.005371
	Iteration 75Q: 3 clusters Score -586001.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -586002.750000 Penalty: 2854.005371
	Iteration 76Q: 3 clusters Score -586002.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -586002.875000 Penalty: 2854.005371
	Iteration 77Q: 3 clusters Score -586002.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -586007.375000 Penalty: 2854.005371
	Iteration 78Q: 3 clusters Score -586007.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -586006.687500 Penalty: 2854.005371
	Iteration 79Q: 3 clusters Score -586006.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -586008.312500 Penalty: 2854.005371
	Iteration 80F: 3 clusters Score -586008.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -586008.250000 Penalty: 2854.005371
	Iteration 81Q: 3 clusters Score -586008.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -586007.562500 Penalty: 2854.005371
	Iteration 82Q: 3 clusters Score -586007.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -586007.562500 Penalty: 2854.005371
	Iteration 83F: 3 clusters Score -586007.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 52468 members 
Mstep: Class 3 contains 34464 members 
Mstep: Class 4 contains 11033 members 
Mstep: Class 5 contains 3272 members 
Mstep: Class 6 contains 116291 members 
Mstep: Class 7 contains 125040 members 
Mstep: Class 8 contains 26165 members 
Mstep: Class 9 contains 61409 members 
Mstep: Class 10 contains 15087 members 
Mstep: Class 11 contains 3956 members 
Mstep: Class 12 contains 60401 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1234 members 
Mstep: Class 15 contains 2288 members 
Mstep: Class 16 contains 39748 members 
Mstep: Class 17 contains 4949 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 6420 members 
Mstep: Class 20 contains 13452 members 
Mstep: Class 21 contains 14368 members 
Mstep: Class 22 contains 7518 members 
Mstep: Class 23 contains 6121 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10450 members 
Mstep: Class 26 contains 16757 members 
Mstep: Class 27 contains 116989 members 
Mstep: Class 28 contains 1378 members 
Mstep: Class 29 contains 1451 members 
Mstep: Class 30 contains 3381 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 8341 members 
Mstep: Class 34 contains 1279 members 
Mstep: Class 35 contains 7056 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9394 members 
Mstep: Class 38 contains 1116 members 
Mstep: Class 39 contains 1954 members 
Mstep: Class 40 contains 83966 members 
Mstep: Class 41 contains 6895 members 
Mstep: Class 42 contains 2353 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2974 members 
Mstep: Class 45 contains 3797 members 
Mstep: Class 46 contains 2021 members 
Mstep: Class 47 contains 1564 members 
Entering Unmasked Estep 
Score: -84447384.000000 Penalty: 105190.875000
Splitting cluster 17 changes total score from -84448088.000000 to -84447384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (59430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59430 members 
Entering Unmasked Estep 
Score: -5459633.000000 Penalty: 1786.290161
	Iteration 0F: 2 clusters Score -5459633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -5420111.500000 Penalty: 3572.580322
	Iteration 0F: 3 clusters Score -5420112 nChanged 27960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -5436008.500000 Penalty: 3572.580322
	Iteration 1F: 3 clusters Score -5436008 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -5437013.000000 Penalty: 3572.580322
	Iteration 2Q: 3 clusters Score -5437013 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -5438867.500000 Penalty: 3572.580322
	Iteration 3F: 3 clusters Score -5438868 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -5441908.000000 Penalty: 3572.580322
	Iteration 4F: 3 clusters Score -5441908 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 47517 members 
Entering Unmasked Estep 
Score: -5446318.000000 Penalty: 3572.580322
	Iteration 5F: 3 clusters Score -5446318 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 52420 members 
Entering Unmasked Estep 
Score: -5451170.000000 Penalty: 3572.580322
	Iteration 6F: 3 clusters Score -5451170 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 56134 members 
Entering Unmasked Estep 
Score: -5454938.000000 Penalty: 3572.580322
	Iteration 7F: 3 clusters Score -5454938 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 58091 members 
Entering Unmasked Estep 
Score: -5456827.000000 Penalty: 3572.580322
	Iteration 8Q: 3 clusters Score -5456827 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 58875 members 
Entering Unmasked Estep 
Score: -5457610.000000 Penalty: 3572.580322
	Iteration 9Q: 3 clusters Score -5457610 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 59108 members 
Entering Unmasked Estep 
Score: -5457859.000000 Penalty: 3572.580322
	Iteration 10Q: 3 clusters Score -5457859 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 59176 members 
Entering Unmasked Estep 
Score: -5457966.000000 Penalty: 3572.580322
	Iteration 11Q: 3 clusters Score -5457966 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 59198 members 
Entering Unmasked Estep 
Score: -5458022.500000 Penalty: 3572.580322
	Iteration 12Q: 3 clusters Score -5458022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 59218 members 
Entering Unmasked Estep 
Score: -5458058.500000 Penalty: 3572.580322
	Iteration 13Q: 3 clusters Score -5458058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 59223 members 
Entering Unmasked Estep 
Score: -5458075.000000 Penalty: 3572.580322
	Iteration 14Q: 3 clusters Score -5458075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 59224 members 
Entering Unmasked Estep 
Score: -5458098.500000 Penalty: 3572.580322
	Iteration 15Q: 3 clusters Score -5458098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 59226 members 
Entering Unmasked Estep 
Score: -5458103.500000 Penalty: 3572.580322
	Iteration 16Q: 3 clusters Score -5458104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 59225 members 
Entering Unmasked Estep 
Score: -5458107.500000 Penalty: 3572.580322
	Iteration 17Q: 3 clusters Score -5458108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 59224 members 
Entering Unmasked Estep 
Score: -5458112.500000 Penalty: 3572.580322
	Iteration 18Q: 3 clusters Score -5458112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 59225 members 
Entering Unmasked Estep 
Score: -5458115.500000 Penalty: 3572.580322
	Iteration 19Q: 3 clusters Score -5458116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 59223 members 
Entering Unmasked Estep 
Score: -5458113.000000 Penalty: 3572.580322
	Iteration 20F: 3 clusters Score -5458113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 59224 members 
Entering Unmasked Estep 
Score: -5458119.500000 Penalty: 3572.580322
	Iteration 21Q: 3 clusters Score -5458120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 59226 members 
Entering Unmasked Estep 
Score: -5458121.500000 Penalty: 3572.580322
	Iteration 22Q: 3 clusters Score -5458122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 59227 members 
Entering Unmasked Estep 
Score: -5458120.000000 Penalty: 3572.580322
	Iteration 23Q: 3 clusters Score -5458120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 59228 members 
Entering Unmasked Estep 
Score: -5458117.000000 Penalty: 3572.580322
	Iteration 24Q: 3 clusters Score -5458117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 59228 members 
Entering Unmasked Estep 
Score: -5458117.000000 Penalty: 3572.580322
	Iteration 25F: 3 clusters Score -5458117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Entering Unmasked Estep 
Score: -575479.312500 Penalty: 1424.665771
	Iteration 0F: 2 clusters Score -575479.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -570562.437500 Penalty: 2849.331543
	Iteration 0F: 3 clusters Score -570562.4 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -572022.750000 Penalty: 2849.331543
	Iteration 1F: 3 clusters Score -572022.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -572259.125000 Penalty: 2849.331543
	Iteration 2F: 3 clusters Score -572259.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -572467.750000 Penalty: 2849.331543
	Iteration 3F: 3 clusters Score -572467.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -572639.750000 Penalty: 2849.331543
	Iteration 4Q: 3 clusters Score -572639.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -572821.937500 Penalty: 2849.331543
	Iteration 5Q: 3 clusters Score -572821.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -573013.062500 Penalty: 2849.331543
	Iteration 6Q: 3 clusters Score -573013.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -573210.187500 Penalty: 2849.331543
	Iteration 7Q: 3 clusters Score -573210.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -573390.812500 Penalty: 2849.331543
	Iteration 8Q: 3 clusters Score -573390.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -573557.000000 Penalty: 2849.331543
	Iteration 9Q: 3 clusters Score -573557 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -573671.750000 Penalty: 2849.331543
	Iteration 10Q: 3 clusters Score -573671.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -573754.062500 Penalty: 2849.331543
	Iteration 11Q: 3 clusters Score -573754.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -573822.312500 Penalty: 2849.331543
	Iteration 12Q: 3 clusters Score -573822.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -573866.625000 Penalty: 2849.331543
	Iteration 13Q: 3 clusters Score -573866.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -573899.875000 Penalty: 2849.331543
	Iteration 14Q: 3 clusters Score -573899.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -573927.187500 Penalty: 2849.331543
	Iteration 15Q: 3 clusters Score -573927.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -573946.687500 Penalty: 2849.331543
	Iteration 16Q: 3 clusters Score -573946.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -573966.000000 Penalty: 2849.331543
	Iteration 17Q: 3 clusters Score -573966 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -573982.250000 Penalty: 2849.331543
	Iteration 18Q: 3 clusters Score -573982.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -574001.250000 Penalty: 2849.331543
	Iteration 19Q: 3 clusters Score -574001.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -574024.187500 Penalty: 2849.331543
	Iteration 20F: 3 clusters Score -574024.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -574048.250000 Penalty: 2849.331543
	Iteration 21Q: 3 clusters Score -574048.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -574063.062500 Penalty: 2849.331543
	Iteration 22Q: 3 clusters Score -574063.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -574077.000000 Penalty: 2849.331543
	Iteration 23Q: 3 clusters Score -574077 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -574091.375000 Penalty: 2849.331543
	Iteration 24Q: 3 clusters Score -574091.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -574110.812500 Penalty: 2849.331543
	Iteration 25Q: 3 clusters Score -574110.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -574130.000000 Penalty: 2849.331543
	Iteration 26Q: 3 clusters Score -574130 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -574146.750000 Penalty: 2849.331543
	Iteration 27Q: 3 clusters Score -574146.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -574161.625000 Penalty: 2849.331543
	Iteration 28Q: 3 clusters Score -574161.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -574174.187500 Penalty: 2849.331543
	Iteration 29Q: 3 clusters Score -574174.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -574189.937500 Penalty: 2849.331543
	Iteration 30Q: 3 clusters Score -574189.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -574204.562500 Penalty: 2849.331543
	Iteration 31Q: 3 clusters Score -574204.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -574219.500000 Penalty: 2849.331543
	Iteration 32Q: 3 clusters Score -574219.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -574239.125000 Penalty: 2849.331543
	Iteration 33Q: 3 clusters Score -574239.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -574258.562500 Penalty: 2849.331543
	Iteration 34Q: 3 clusters Score -574258.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -574279.687500 Penalty: 2849.331543
	Iteration 35Q: 3 clusters Score -574279.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -574294.687500 Penalty: 2849.331543
	Iteration 36Q: 3 clusters Score -574294.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -574308.250000 Penalty: 2849.331543
	Iteration 37Q: 3 clusters Score -574308.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -574317.312500 Penalty: 2849.331543
	Iteration 38Q: 3 clusters Score -574317.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -574326.937500 Penalty: 2849.331543
	Iteration 39Q: 3 clusters Score -574326.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -574333.812500 Penalty: 2849.331543
	Iteration 40F: 3 clusters Score -574333.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -574342.437500 Penalty: 2849.331543
	Iteration 41Q: 3 clusters Score -574342.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -574349.062500 Penalty: 2849.331543
	Iteration 42Q: 3 clusters Score -574349.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -574355.312500 Penalty: 2849.331543
	Iteration 43Q: 3 clusters Score -574355.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -574367.375000 Penalty: 2849.331543
	Iteration 44Q: 3 clusters Score -574367.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -574376.812500 Penalty: 2849.331543
	Iteration 45Q: 3 clusters Score -574376.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -574386.000000 Penalty: 2849.331543
	Iteration 46Q: 3 clusters Score -574386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -574393.625000 Penalty: 2849.331543
	Iteration 47Q: 3 clusters Score -574393.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -574397.250000 Penalty: 2849.331543
	Iteration 48Q: 3 clusters Score -574397.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -574401.500000 Penalty: 2849.331543
	Iteration 49Q: 3 clusters Score -574401.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -574406.375000 Penalty: 2849.331543
	Iteration 50Q: 3 clusters Score -574406.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -574411.437500 Penalty: 2849.331543
	Iteration 51Q: 3 clusters Score -574411.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -574414.687500 Penalty: 2849.331543
	Iteration 52Q: 3 clusters Score -574414.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -574416.562500 Penalty: 2849.331543
	Iteration 53Q: 3 clusters Score -574416.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -574419.937500 Penalty: 2849.331543
	Iteration 54Q: 3 clusters Score -574419.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -574422.375000 Penalty: 2849.331543
	Iteration 55Q: 3 clusters Score -574422.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -574422.875000 Penalty: 2849.331543
	Iteration 56Q: 3 clusters Score -574422.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -574423.562500 Penalty: 2849.331543
	Iteration 57Q: 3 clusters Score -574423.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -574423.437500 Penalty: 2849.331543
	Iteration 58Q: 3 clusters Score -574423.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -574425.437500 Penalty: 2849.331543
	Iteration 59Q: 3 clusters Score -574425.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -574425.125000 Penalty: 2849.331543
	Iteration 60F: 3 clusters Score -574425.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -574426.062500 Penalty: 2849.331543
	Iteration 61Q: 3 clusters Score -574426.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -574426.812500 Penalty: 2849.331543
	Iteration 62Q: 3 clusters Score -574426.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -574427.500000 Penalty: 2849.331543
	Iteration 63Q: 3 clusters Score -574427.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -574427.312500 Penalty: 2849.331543
	Iteration 64Q: 3 clusters Score -574427.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -574427.812500 Penalty: 2849.331543
	Iteration 65Q: 3 clusters Score -574427.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -574427.812500 Penalty: 2849.331543
	Iteration 66F: 3 clusters Score -574427.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Entering Unmasked Estep 
Score: -1121776.000000 Penalty: 1544.868408
	Iteration 0F: 2 clusters Score -1121776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1112305.875000 Penalty: 3089.736816
	Iteration 0F: 3 clusters Score -1112306 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1115643.125000 Penalty: 3089.736816
	Iteration 1F: 3 clusters Score -1115643 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1116155.125000 Penalty: 3089.736816
	Iteration 2F: 3 clusters Score -1116155 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1116653.875000 Penalty: 3089.736816
	Iteration 3F: 3 clusters Score -1116654 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1117148.500000 Penalty: 3089.736816
	Iteration 4F: 3 clusters Score -1117148 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1117709.250000 Penalty: 3089.736816
	Iteration 5F: 3 clusters Score -1117709 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1118247.500000 Penalty: 3089.736816
	Iteration 6F: 3 clusters Score -1118248 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1118708.000000 Penalty: 3089.736816
	Iteration 7F: 3 clusters Score -1118708 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1119051.125000 Penalty: 3089.736816
	Iteration 8Q: 3 clusters Score -1119051 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1119294.250000 Penalty: 3089.736816
	Iteration 9Q: 3 clusters Score -1119294 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1119458.250000 Penalty: 3089.736816
	Iteration 10Q: 3 clusters Score -1119458 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1119586.250000 Penalty: 3089.736816
	Iteration 11Q: 3 clusters Score -1119586 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1119689.625000 Penalty: 3089.736816
	Iteration 12Q: 3 clusters Score -1119690 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1119757.750000 Penalty: 3089.736816
	Iteration 13Q: 3 clusters Score -1119758 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1119826.000000 Penalty: 3089.736816
	Iteration 14Q: 3 clusters Score -1119826 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1119880.625000 Penalty: 3089.736816
	Iteration 15Q: 3 clusters Score -1119881 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1119920.000000 Penalty: 3089.736816
	Iteration 16Q: 3 clusters Score -1119920 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1119963.125000 Penalty: 3089.736816
	Iteration 17Q: 3 clusters Score -1119963 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1120000.125000 Penalty: 3089.736816
	Iteration 18Q: 3 clusters Score -1120000 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1120031.125000 Penalty: 3089.736816
	Iteration 19Q: 3 clusters Score -1120031 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1120059.000000 Penalty: 3089.736816
	Iteration 20F: 3 clusters Score -1120059 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1120081.875000 Penalty: 3089.736816
	Iteration 21Q: 3 clusters Score -1120082 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1120097.500000 Penalty: 3089.736816
	Iteration 22Q: 3 clusters Score -1120098 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1120112.500000 Penalty: 3089.736816
	Iteration 23Q: 3 clusters Score -1120112 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1120131.500000 Penalty: 3089.736816
	Iteration 24Q: 3 clusters Score -1120132 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1120145.000000 Penalty: 3089.736816
	Iteration 25Q: 3 clusters Score -1120145 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1120152.000000 Penalty: 3089.736816
	Iteration 26Q: 3 clusters Score -1120152 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1120161.375000 Penalty: 3089.736816
	Iteration 27Q: 3 clusters Score -1120161 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1120169.125000 Penalty: 3089.736816
	Iteration 28Q: 3 clusters Score -1120169 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1120175.500000 Penalty: 3089.736816
	Iteration 29Q: 3 clusters Score -1120176 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1120177.625000 Penalty: 3089.736816
	Iteration 30Q: 3 clusters Score -1120178 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1120185.125000 Penalty: 3089.736816
	Iteration 31Q: 3 clusters Score -1120185 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1120187.125000 Penalty: 3089.736816
	Iteration 32Q: 3 clusters Score -1120187 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1120192.375000 Penalty: 3089.736816
	Iteration 33Q: 3 clusters Score -1120192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1120198.625000 Penalty: 3089.736816
	Iteration 34Q: 3 clusters Score -1120199 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1120199.500000 Penalty: 3089.736816
	Iteration 35Q: 3 clusters Score -1120200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1120202.750000 Penalty: 3089.736816
	Iteration 36Q: 3 clusters Score -1120203 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1120209.250000 Penalty: 3089.736816
	Iteration 37Q: 3 clusters Score -1120209 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1120208.750000 Penalty: 3089.736816
	Iteration 38Q: 3 clusters Score -1120209 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1120214.500000 Penalty: 3089.736816
	Iteration 39Q: 3 clusters Score -1120214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1120214.625000 Penalty: 3089.736816
	Iteration 40F: 3 clusters Score -1120215 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1120217.500000 Penalty: 3089.736816
	Iteration 41Q: 3 clusters Score -1120218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1120219.625000 Penalty: 3089.736816
	Iteration 42Q: 3 clusters Score -1120220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1120218.250000 Penalty: 3089.736816
	Iteration 43Q: 3 clusters Score -1120218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1120224.125000 Penalty: 3089.736816
	Iteration 44Q: 3 clusters Score -1120224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1120224.500000 Penalty: 3089.736816
	Iteration 45Q: 3 clusters Score -1120224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1120223.875000 Penalty: 3089.736816
	Iteration 46Q: 3 clusters Score -1120224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1120225.250000 Penalty: 3089.736816
	Iteration 47Q: 3 clusters Score -1120225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1120226.625000 Penalty: 3089.736816
	Iteration 48Q: 3 clusters Score -1120227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1120228.500000 Penalty: 3089.736816
	Iteration 49Q: 3 clusters Score -1120228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1120228.125000 Penalty: 3089.736816
	Iteration 50Q: 3 clusters Score -1120228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1120228.375000 Penalty: 3089.736816
	Iteration 51Q: 3 clusters Score -1120228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1120229.875000 Penalty: 3089.736816
	Iteration 52Q: 3 clusters Score -1120230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1120229.875000 Penalty: 3089.736816
	Iteration 53F: 3 clusters Score -1120230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Entering Unmasked Estep 
Score: -1332334.375000 Penalty: 1555.573242
	Iteration 0F: 2 clusters Score -1332334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1322338.625000 Penalty: 3111.146484
	Iteration 0F: 3 clusters Score -1322339 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1325714.875000 Penalty: 3111.146484
	Iteration 1F: 3 clusters Score -1325715 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1325956.375000 Penalty: 3111.146484
	Iteration 2F: 3 clusters Score -1325956 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1326178.000000 Penalty: 3111.146484
	Iteration 3Q: 3 clusters Score -1326178 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1326375.750000 Penalty: 3111.146484
	Iteration 4Q: 3 clusters Score -1326376 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1326576.875000 Penalty: 3111.146484
	Iteration 5Q: 3 clusters Score -1326577 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1326769.750000 Penalty: 3111.146484
	Iteration 6Q: 3 clusters Score -1326770 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1326984.125000 Penalty: 3111.146484
	Iteration 7Q: 3 clusters Score -1326984 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1327223.750000 Penalty: 3111.146484
	Iteration 8Q: 3 clusters Score -1327224 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1327508.250000 Penalty: 3111.146484
	Iteration 9Q: 3 clusters Score -1327508 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1327820.625000 Penalty: 3111.146484
	Iteration 10Q: 3 clusters Score -1327821 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1328125.875000 Penalty: 3111.146484
	Iteration 11Q: 3 clusters Score -1328126 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1328435.375000 Penalty: 3111.146484
	Iteration 12Q: 3 clusters Score -1328435 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1328739.875000 Penalty: 3111.146484
	Iteration 13Q: 3 clusters Score -1328740 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1329049.375000 Penalty: 3111.146484
	Iteration 14Q: 3 clusters Score -1329049 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1329323.625000 Penalty: 3111.146484
	Iteration 15Q: 3 clusters Score -1329324 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1329552.000000 Penalty: 3111.146484
	Iteration 16Q: 3 clusters Score -1329552 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1329758.500000 Penalty: 3111.146484
	Iteration 17Q: 3 clusters Score -1329758 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1329967.875000 Penalty: 3111.146484
	Iteration 18Q: 3 clusters Score -1329968 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1330165.000000 Penalty: 3111.146484
	Iteration 19Q: 3 clusters Score -1330165 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1330313.750000 Penalty: 3111.146484
	Iteration 20F: 3 clusters Score -1330314 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1330432.000000 Penalty: 3111.146484
	Iteration 21Q: 3 clusters Score -1330432 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1330529.750000 Penalty: 3111.146484
	Iteration 22Q: 3 clusters Score -1330530 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1330604.375000 Penalty: 3111.146484
	Iteration 23Q: 3 clusters Score -1330604 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1330681.500000 Penalty: 3111.146484
	Iteration 24Q: 3 clusters Score -1330682 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1330735.875000 Penalty: 3111.146484
	Iteration 25Q: 3 clusters Score -1330736 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1330797.250000 Penalty: 3111.146484
	Iteration 26Q: 3 clusters Score -1330797 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -1330835.625000 Penalty: 3111.146484
	Iteration 27Q: 3 clusters Score -1330836 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1330868.500000 Penalty: 3111.146484
	Iteration 28Q: 3 clusters Score -1330868 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1330898.125000 Penalty: 3111.146484
	Iteration 29Q: 3 clusters Score -1330898 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1330919.875000 Penalty: 3111.146484
	Iteration 30Q: 3 clusters Score -1330920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1330945.625000 Penalty: 3111.146484
	Iteration 31Q: 3 clusters Score -1330946 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1330964.250000 Penalty: 3111.146484
	Iteration 32Q: 3 clusters Score -1330964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1330978.125000 Penalty: 3111.146484
	Iteration 33Q: 3 clusters Score -1330978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1330985.875000 Penalty: 3111.146484
	Iteration 34Q: 3 clusters Score -1330986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1330996.000000 Penalty: 3111.146484
	Iteration 35Q: 3 clusters Score -1330996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1331003.625000 Penalty: 3111.146484
	Iteration 36Q: 3 clusters Score -1331004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1331010.000000 Penalty: 3111.146484
	Iteration 37Q: 3 clusters Score -1331010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1331015.000000 Penalty: 3111.146484
	Iteration 38Q: 3 clusters Score -1331015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -1331018.000000 Penalty: 3111.146484
	Iteration 39Q: 3 clusters Score -1331018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1331023.625000 Penalty: 3111.146484
	Iteration 40F: 3 clusters Score -1331024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1331030.625000 Penalty: 3111.146484
	Iteration 41Q: 3 clusters Score -1331031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1331036.375000 Penalty: 3111.146484
	Iteration 42Q: 3 clusters Score -1331036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1331037.750000 Penalty: 3111.146484
	Iteration 43Q: 3 clusters Score -1331038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1331037.750000 Penalty: 3111.146484
	Iteration 44F: 3 clusters Score -1331038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Entering Unmasked Estep 
Score: -680743.250000 Penalty: 1450.321533
	Iteration 0F: 2 clusters Score -680743.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -675257.500000 Penalty: 2900.643066
	Iteration 0F: 3 clusters Score -675257.5 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -676874.125000 Penalty: 2900.643066
	Iteration 1F: 3 clusters Score -676874.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -677057.937500 Penalty: 2900.643066
	Iteration 2F: 3 clusters Score -677057.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -677191.375000 Penalty: 2900.643066
	Iteration 3Q: 3 clusters Score -677191.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -677311.250000 Penalty: 2900.643066
	Iteration 4Q: 3 clusters Score -677311.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -677440.562500 Penalty: 2900.643066
	Iteration 5Q: 3 clusters Score -677440.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -677619.875000 Penalty: 2900.643066
	Iteration 6Q: 3 clusters Score -677619.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -677830.812500 Penalty: 2900.643066
	Iteration 7Q: 3 clusters Score -677830.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -678081.375000 Penalty: 2900.643066
	Iteration 8Q: 3 clusters Score -678081.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -678299.375000 Penalty: 2900.643066
	Iteration 9Q: 3 clusters Score -678299.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -678492.312500 Penalty: 2900.643066
	Iteration 10Q: 3 clusters Score -678492.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -678678.625000 Penalty: 2900.643066
	Iteration 11Q: 3 clusters Score -678678.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -678871.187500 Penalty: 2900.643066
	Iteration 12Q: 3 clusters Score -678871.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -679037.250000 Penalty: 2900.643066
	Iteration 13Q: 3 clusters Score -679037.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -679180.875000 Penalty: 2900.643066
	Iteration 14Q: 3 clusters Score -679180.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -679296.437500 Penalty: 2900.643066
	Iteration 15Q: 3 clusters Score -679296.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -679390.625000 Penalty: 2900.643066
	Iteration 16Q: 3 clusters Score -679390.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -679469.125000 Penalty: 2900.643066
	Iteration 17Q: 3 clusters Score -679469.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -679522.750000 Penalty: 2900.643066
	Iteration 18Q: 3 clusters Score -679522.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -679588.875000 Penalty: 2900.643066
	Iteration 19Q: 3 clusters Score -679588.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -679636.812500 Penalty: 2900.643066
	Iteration 20F: 3 clusters Score -679636.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -679670.937500 Penalty: 2900.643066
	Iteration 21Q: 3 clusters Score -679670.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -679690.750000 Penalty: 2900.643066
	Iteration 22Q: 3 clusters Score -679690.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -679708.812500 Penalty: 2900.643066
	Iteration 23Q: 3 clusters Score -679708.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -679724.000000 Penalty: 2900.643066
	Iteration 24Q: 3 clusters Score -679724 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -679740.250000 Penalty: 2900.643066
	Iteration 25Q: 3 clusters Score -679740.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -679751.687500 Penalty: 2900.643066
	Iteration 26Q: 3 clusters Score -679751.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -679764.312500 Penalty: 2900.643066
	Iteration 27Q: 3 clusters Score -679764.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -679774.625000 Penalty: 2900.643066
	Iteration 28Q: 3 clusters Score -679774.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -679782.000000 Penalty: 2900.643066
	Iteration 29Q: 3 clusters Score -679782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -679786.750000 Penalty: 2900.643066
	Iteration 30Q: 3 clusters Score -679786.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -679793.625000 Penalty: 2900.643066
	Iteration 31Q: 3 clusters Score -679793.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -679799.687500 Penalty: 2900.643066
	Iteration 32Q: 3 clusters Score -679799.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -679804.625000 Penalty: 2900.643066
	Iteration 33Q: 3 clusters Score -679804.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -679812.375000 Penalty: 2900.643066
	Iteration 34Q: 3 clusters Score -679812.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -679820.437500 Penalty: 2900.643066
	Iteration 35Q: 3 clusters Score -679820.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -679826.375000 Penalty: 2900.643066
	Iteration 36Q: 3 clusters Score -679826.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -679832.125000 Penalty: 2900.643066
	Iteration 37Q: 3 clusters Score -679832.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -679834.562500 Penalty: 2900.643066
	Iteration 38Q: 3 clusters Score -679834.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -679835.875000 Penalty: 2900.643066
	Iteration 39Q: 3 clusters Score -679835.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -679836.562500 Penalty: 2900.643066
	Iteration 40F: 3 clusters Score -679836.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -679836.562500 Penalty: 2900.643066
	Iteration 41Q: 3 clusters Score -679836.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -679837.250000 Penalty: 2900.643066
	Iteration 42Q: 3 clusters Score -679837.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -679836.062500 Penalty: 2900.643066
	Iteration 43Q: 3 clusters Score -679836.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -679836.437500 Penalty: 2900.643066
	Iteration 44Q: 3 clusters Score -679836.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -679836.437500 Penalty: 2900.643066
	Iteration 45F: 3 clusters Score -679836.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Entering Unmasked Estep 
Score: -503694.375000 Penalty: 1416.915527
	Iteration 0F: 2 clusters Score -503694.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -498989.375000 Penalty: 2833.831055
	Iteration 0F: 3 clusters Score -498989.4 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -500487.906250 Penalty: 2833.831055
	Iteration 1F: 3 clusters Score -500487.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -500793.156250 Penalty: 2833.831055
	Iteration 2F: 3 clusters Score -500793.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -501044.687500 Penalty: 2833.831055
	Iteration 3F: 3 clusters Score -501044.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -501263.968750 Penalty: 2833.831055
	Iteration 4F: 3 clusters Score -501264 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -501422.468750 Penalty: 2833.831055
	Iteration 5Q: 3 clusters Score -501422.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -501561.343750 Penalty: 2833.831055
	Iteration 6Q: 3 clusters Score -501561.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -501686.687500 Penalty: 2833.831055
	Iteration 7Q: 3 clusters Score -501686.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -501772.906250 Penalty: 2833.831055
	Iteration 8Q: 3 clusters Score -501772.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -501831.906250 Penalty: 2833.831055
	Iteration 9Q: 3 clusters Score -501831.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -501879.875000 Penalty: 2833.831055
	Iteration 10Q: 3 clusters Score -501879.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -501918.312500 Penalty: 2833.831055
	Iteration 11Q: 3 clusters Score -501918.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -501949.593750 Penalty: 2833.831055
	Iteration 12Q: 3 clusters Score -501949.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -501985.593750 Penalty: 2833.831055
	Iteration 13Q: 3 clusters Score -501985.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -502021.468750 Penalty: 2833.831055
	Iteration 14Q: 3 clusters Score -502021.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -502063.562500 Penalty: 2833.831055
	Iteration 15Q: 3 clusters Score -502063.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -502116.656250 Penalty: 2833.831055
	Iteration 16Q: 3 clusters Score -502116.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -502167.625000 Penalty: 2833.831055
	Iteration 17Q: 3 clusters Score -502167.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -502212.500000 Penalty: 2833.831055
	Iteration 18Q: 3 clusters Score -502212.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -502261.062500 Penalty: 2833.831055
	Iteration 19Q: 3 clusters Score -502261.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -502332.968750 Penalty: 2833.831055
	Iteration 20F: 3 clusters Score -502333 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -502399.156250 Penalty: 2833.831055
	Iteration 21Q: 3 clusters Score -502399.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -502465.156250 Penalty: 2833.831055
	Iteration 22Q: 3 clusters Score -502465.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -502510.437500 Penalty: 2833.831055
	Iteration 23Q: 3 clusters Score -502510.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -502546.500000 Penalty: 2833.831055
	Iteration 24Q: 3 clusters Score -502546.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -502577.000000 Penalty: 2833.831055
	Iteration 25Q: 3 clusters Score -502577 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -502592.156250 Penalty: 2833.831055
	Iteration 26Q: 3 clusters Score -502592.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -502603.812500 Penalty: 2833.831055
	Iteration 27Q: 3 clusters Score -502603.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -502614.000000 Penalty: 2833.831055
	Iteration 28Q: 3 clusters Score -502614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -502622.375000 Penalty: 2833.831055
	Iteration 29Q: 3 clusters Score -502622.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -502628.875000 Penalty: 2833.831055
	Iteration 30Q: 3 clusters Score -502628.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -502636.250000 Penalty: 2833.831055
	Iteration 31Q: 3 clusters Score -502636.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -502637.437500 Penalty: 2833.831055
	Iteration 32Q: 3 clusters Score -502637.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -502637.875000 Penalty: 2833.831055
	Iteration 33Q: 3 clusters Score -502637.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -502638.500000 Penalty: 2833.831055
	Iteration 34Q: 3 clusters Score -502638.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -502638.375000 Penalty: 2833.831055
	Iteration 35Q: 3 clusters Score -502638.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -502639.343750 Penalty: 2833.831055
	Iteration 36Q: 3 clusters Score -502639.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -502639.375000 Penalty: 2833.831055
	Iteration 37Q: 3 clusters Score -502639.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -502639.375000 Penalty: 2833.831055
	Iteration 38F: 3 clusters Score -502639.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Entering Unmasked Estep 
Score: -64469.445312 Penalty: 1084.821289
	Iteration 0F: 2 clusters Score -64469.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -63204.355469 Penalty: 2169.642578
	Iteration 0F: 3 clusters Score -63204.36 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -63455.761719 Penalty: 2169.642578
	Iteration 1F: 3 clusters Score -63455.76 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -63532.023438 Penalty: 2169.642578
	Iteration 2F: 3 clusters Score -63532.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -63557.953125 Penalty: 2169.642578
	Iteration 3Q: 3 clusters Score -63557.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -63567.839844 Penalty: 2169.642578
	Iteration 4Q: 3 clusters Score -63567.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -63570.085938 Penalty: 2169.642578
	Iteration 5Q: 3 clusters Score -63570.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -63571.406250 Penalty: 2169.642578
	Iteration 6Q: 3 clusters Score -63571.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -63572.585938 Penalty: 2169.642578
	Iteration 7Q: 3 clusters Score -63572.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -63572.585938 Penalty: 2169.642578
	Iteration 8F: 3 clusters Score -63572.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -971584.062500 Penalty: 1503.833008
	Iteration 0F: 2 clusters Score -971584.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -964180.437500 Penalty: 3007.666016
	Iteration 0F: 3 clusters Score -964180.4 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -966557.000000 Penalty: 3007.666016
	Iteration 1F: 3 clusters Score -966557 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -966806.812500 Penalty: 3007.666016
	Iteration 2F: 3 clusters Score -966806.8 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -967016.812500 Penalty: 3007.666016
	Iteration 3F: 3 clusters Score -967016.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -967183.125000 Penalty: 3007.666016
	Iteration 4Q: 3 clusters Score -967183.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -967348.000000 Penalty: 3007.666016
	Iteration 5Q: 3 clusters Score -967348 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -967522.875000 Penalty: 3007.666016
	Iteration 6Q: 3 clusters Score -967522.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -967733.875000 Penalty: 3007.666016
	Iteration 7Q: 3 clusters Score -967733.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -967965.437500 Penalty: 3007.666016
	Iteration 8Q: 3 clusters Score -967965.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -968230.375000 Penalty: 3007.666016
	Iteration 9Q: 3 clusters Score -968230.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -968500.750000 Penalty: 3007.666016
	Iteration 10Q: 3 clusters Score -968500.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -968750.000000 Penalty: 3007.666016
	Iteration 11Q: 3 clusters Score -968750 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -968986.125000 Penalty: 3007.666016
	Iteration 12Q: 3 clusters Score -968986.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -969207.437500 Penalty: 3007.666016
	Iteration 13Q: 3 clusters Score -969207.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -969375.250000 Penalty: 3007.666016
	Iteration 14Q: 3 clusters Score -969375.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -969509.250000 Penalty: 3007.666016
	Iteration 15Q: 3 clusters Score -969509.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -969631.937500 Penalty: 3007.666016
	Iteration 16Q: 3 clusters Score -969631.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -969737.437500 Penalty: 3007.666016
	Iteration 17Q: 3 clusters Score -969737.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -969835.687500 Penalty: 3007.666016
	Iteration 18Q: 3 clusters Score -969835.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -969926.000000 Penalty: 3007.666016
	Iteration 19Q: 3 clusters Score -969926 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -969999.375000 Penalty: 3007.666016
	Iteration 20F: 3 clusters Score -969999.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -970061.125000 Penalty: 3007.666016
	Iteration 21Q: 3 clusters Score -970061.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -970103.187500 Penalty: 3007.666016
	Iteration 22Q: 3 clusters Score -970103.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -970141.812500 Penalty: 3007.666016
	Iteration 23Q: 3 clusters Score -970141.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -970177.250000 Penalty: 3007.666016
	Iteration 24Q: 3 clusters Score -970177.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -970207.750000 Penalty: 3007.666016
	Iteration 25Q: 3 clusters Score -970207.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -970251.062500 Penalty: 3007.666016
	Iteration 26Q: 3 clusters Score -970251.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -970280.062500 Penalty: 3007.666016
	Iteration 27Q: 3 clusters Score -970280.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -970300.687500 Penalty: 3007.666016
	Iteration 28Q: 3 clusters Score -970300.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -970326.062500 Penalty: 3007.666016
	Iteration 29Q: 3 clusters Score -970326.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -970350.937500 Penalty: 3007.666016
	Iteration 30Q: 3 clusters Score -970350.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -970378.812500 Penalty: 3007.666016
	Iteration 31Q: 3 clusters Score -970378.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -970408.437500 Penalty: 3007.666016
	Iteration 32Q: 3 clusters Score -970408.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -970426.250000 Penalty: 3007.666016
	Iteration 33Q: 3 clusters Score -970426.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -970438.187500 Penalty: 3007.666016
	Iteration 34Q: 3 clusters Score -970438.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -970449.750000 Penalty: 3007.666016
	Iteration 35Q: 3 clusters Score -970449.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -970459.437500 Penalty: 3007.666016
	Iteration 36Q: 3 clusters Score -970459.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -970465.250000 Penalty: 3007.666016
	Iteration 37Q: 3 clusters Score -970465.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -970472.312500 Penalty: 3007.666016
	Iteration 38Q: 3 clusters Score -970472.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -970477.375000 Penalty: 3007.666016
	Iteration 39Q: 3 clusters Score -970477.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -970483.125000 Penalty: 3007.666016
	Iteration 40F: 3 clusters Score -970483.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -970486.500000 Penalty: 3007.666016
	Iteration 41Q: 3 clusters Score -970486.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -970493.250000 Penalty: 3007.666016
	Iteration 42Q: 3 clusters Score -970493.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -970499.625000 Penalty: 3007.666016
	Iteration 43Q: 3 clusters Score -970499.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -970503.625000 Penalty: 3007.666016
	Iteration 44Q: 3 clusters Score -970503.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -970505.562500 Penalty: 3007.666016
	Iteration 45Q: 3 clusters Score -970505.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -970508.125000 Penalty: 3007.666016
	Iteration 46Q: 3 clusters Score -970508.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -970509.375000 Penalty: 3007.666016
	Iteration 47Q: 3 clusters Score -970509.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -970511.750000 Penalty: 3007.666016
	Iteration 48Q: 3 clusters Score -970511.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -970512.875000 Penalty: 3007.666016
	Iteration 49Q: 3 clusters Score -970512.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -970514.625000 Penalty: 3007.666016
	Iteration 50Q: 3 clusters Score -970514.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -970514.437500 Penalty: 3007.666016
	Iteration 51Q: 3 clusters Score -970514.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -970513.250000 Penalty: 3007.666016
	Iteration 52Q: 3 clusters Score -970513.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -970513.250000 Penalty: 3007.666016
	Iteration 53F: 3 clusters Score -970513.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Entering Unmasked Estep 
Score: -1548954.625000 Penalty: 1580.567749
	Iteration 0F: 2 clusters Score -1548955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1537485.250000 Penalty: 3161.135498
	Iteration 0F: 3 clusters Score -1537485 nChanged 7454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1541556.000000 Penalty: 3161.135498
	Iteration 1F: 3 clusters Score -1541556 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1541905.125000 Penalty: 3161.135498
	Iteration 2F: 3 clusters Score -1541905 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1542215.500000 Penalty: 3161.135498
	Iteration 3Q: 3 clusters Score -1542216 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1542523.625000 Penalty: 3161.135498
	Iteration 4Q: 3 clusters Score -1542524 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1542847.375000 Penalty: 3161.135498
	Iteration 5Q: 3 clusters Score -1542847 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1543196.875000 Penalty: 3161.135498
	Iteration 6Q: 3 clusters Score -1543197 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1543661.375000 Penalty: 3161.135498
	Iteration 7Q: 3 clusters Score -1543661 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1544174.500000 Penalty: 3161.135498
	Iteration 8Q: 3 clusters Score -1544174 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1544679.625000 Penalty: 3161.135498
	Iteration 9Q: 3 clusters Score -1544680 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1545133.625000 Penalty: 3161.135498
	Iteration 10Q: 3 clusters Score -1545134 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1545492.250000 Penalty: 3161.135498
	Iteration 11Q: 3 clusters Score -1545492 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1545747.250000 Penalty: 3161.135498
	Iteration 12Q: 3 clusters Score -1545747 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1545906.625000 Penalty: 3161.135498
	Iteration 13Q: 3 clusters Score -1545907 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1546030.875000 Penalty: 3161.135498
	Iteration 14Q: 3 clusters Score -1546031 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1546133.875000 Penalty: 3161.135498
	Iteration 15Q: 3 clusters Score -1546134 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1546225.875000 Penalty: 3161.135498
	Iteration 16Q: 3 clusters Score -1546226 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1546295.000000 Penalty: 3161.135498
	Iteration 17Q: 3 clusters Score -1546295 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1546343.000000 Penalty: 3161.135498
	Iteration 18Q: 3 clusters Score -1546343 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1546379.125000 Penalty: 3161.135498
	Iteration 19Q: 3 clusters Score -1546379 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1546417.250000 Penalty: 3161.135498
	Iteration 20F: 3 clusters Score -1546417 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1546445.250000 Penalty: 3161.135498
	Iteration 21Q: 3 clusters Score -1546445 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1546475.875000 Penalty: 3161.135498
	Iteration 22Q: 3 clusters Score -1546476 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1546516.625000 Penalty: 3161.135498
	Iteration 23Q: 3 clusters Score -1546517 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1546557.625000 Penalty: 3161.135498
	Iteration 24Q: 3 clusters Score -1546558 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1546593.375000 Penalty: 3161.135498
	Iteration 25Q: 3 clusters Score -1546593 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -1546633.000000 Penalty: 3161.135498
	Iteration 26Q: 3 clusters Score -1546633 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -1546675.875000 Penalty: 3161.135498
	Iteration 27Q: 3 clusters Score -1546676 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -1546717.625000 Penalty: 3161.135498
	Iteration 28Q: 3 clusters Score -1546718 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1546747.000000 Penalty: 3161.135498
	Iteration 29Q: 3 clusters Score -1546747 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1546775.250000 Penalty: 3161.135498
	Iteration 30Q: 3 clusters Score -1546775 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1546804.000000 Penalty: 3161.135498
	Iteration 31Q: 3 clusters Score -1546804 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -1546843.500000 Penalty: 3161.135498
	Iteration 32Q: 3 clusters Score -1546844 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1546880.625000 Penalty: 3161.135498
	Iteration 33Q: 3 clusters Score -1546881 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -1546925.125000 Penalty: 3161.135498
	Iteration 34Q: 3 clusters Score -1546925 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -1546983.500000 Penalty: 3161.135498
	Iteration 35Q: 3 clusters Score -1546984 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1547040.500000 Penalty: 3161.135498
	Iteration 36Q: 3 clusters Score -1547040 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -1547101.750000 Penalty: 3161.135498
	Iteration 37Q: 3 clusters Score -1547102 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -1547152.125000 Penalty: 3161.135498
	Iteration 38Q: 3 clusters Score -1547152 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -1547199.875000 Penalty: 3161.135498
	Iteration 39Q: 3 clusters Score -1547200 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -1547241.125000 Penalty: 3161.135498
	Iteration 40F: 3 clusters Score -1547241 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -1547277.750000 Penalty: 3161.135498
	Iteration 41Q: 3 clusters Score -1547278 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -1547327.625000 Penalty: 3161.135498
	Iteration 42Q: 3 clusters Score -1547328 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -1547372.250000 Penalty: 3161.135498
	Iteration 43Q: 3 clusters Score -1547372 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -1547426.250000 Penalty: 3161.135498
	Iteration 44Q: 3 clusters Score -1547426 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -1547476.000000 Penalty: 3161.135498
	Iteration 45Q: 3 clusters Score -1547476 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -1547500.750000 Penalty: 3161.135498
	Iteration 46Q: 3 clusters Score -1547501 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -1547522.250000 Penalty: 3161.135498
	Iteration 47Q: 3 clusters Score -1547522 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -1547541.750000 Penalty: 3161.135498
	Iteration 48Q: 3 clusters Score -1547542 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -1547560.375000 Penalty: 3161.135498
	Iteration 49Q: 3 clusters Score -1547560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -1547572.750000 Penalty: 3161.135498
	Iteration 50Q: 3 clusters Score -1547573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -1547580.875000 Penalty: 3161.135498
	Iteration 51Q: 3 clusters Score -1547581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -1547585.375000 Penalty: 3161.135498
	Iteration 52Q: 3 clusters Score -1547585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -1547588.250000 Penalty: 3161.135498
	Iteration 53Q: 3 clusters Score -1547588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -1547593.375000 Penalty: 3161.135498
	Iteration 54Q: 3 clusters Score -1547593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -1547594.500000 Penalty: 3161.135498
	Iteration 55Q: 3 clusters Score -1547594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -1547594.625000 Penalty: 3161.135498
	Iteration 56Q: 3 clusters Score -1547595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -1547594.500000 Penalty: 3161.135498
	Iteration 57Q: 3 clusters Score -1547594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -1547594.750000 Penalty: 3161.135498
	Iteration 58Q: 3 clusters Score -1547595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -1547597.625000 Penalty: 3161.135498
	Iteration 59Q: 3 clusters Score -1547598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -1547601.875000 Penalty: 3161.135498
	Iteration 60F: 3 clusters Score -1547602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -1547606.500000 Penalty: 3161.135498
	Iteration 61Q: 3 clusters Score -1547606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -1547607.750000 Penalty: 3161.135498
	Iteration 62Q: 3 clusters Score -1547608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -1547608.625000 Penalty: 3161.135498
	Iteration 63Q: 3 clusters Score -1547609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -1547610.000000 Penalty: 3161.135498
	Iteration 64Q: 3 clusters Score -1547610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -1547610.000000 Penalty: 3161.135498
	Iteration 65F: 3 clusters Score -1547610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (116989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116989 members 
Entering Unmasked Estep 
Score: -10665608.000000 Penalty: 1896.348145
	Iteration 0F: 2 clusters Score -1.066561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58341 members 
Mstep: Class 2 contains 58648 members 
Entering Unmasked Estep 
Score: -10587313.000000 Penalty: 3792.696289
	Iteration 0F: 3 clusters Score -1.058731e+07 nChanged 55900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53817 members 
Mstep: Class 2 contains 63172 members 
Entering Unmasked Estep 
Score: -10621035.000000 Penalty: 3792.696289
	Iteration 1F: 3 clusters Score -1.062104e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50524 members 
Mstep: Class 2 contains 66465 members 
Entering Unmasked Estep 
Score: -10623118.000000 Penalty: 3792.696289
	Iteration 2Q: 3 clusters Score -1.062312e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45735 members 
Mstep: Class 2 contains 71254 members 
Entering Unmasked Estep 
Score: -10626374.000000 Penalty: 3792.696289
	Iteration 3F: 3 clusters Score -1.062637e+07 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 77485 members 
Entering Unmasked Estep 
Score: -10631153.000000 Penalty: 3792.696289
	Iteration 4F: 3 clusters Score -1.063115e+07 nChanged 8168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 84849 members 
Entering Unmasked Estep 
Score: -10637098.000000 Penalty: 3792.696289
	Iteration 5F: 3 clusters Score -1.06371e+07 nChanged 8085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 92558 members 
Entering Unmasked Estep 
Score: -10643381.000000 Penalty: 3792.696289
	Iteration 6F: 3 clusters Score -1.064338e+07 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 100104 members 
Entering Unmasked Estep 
Score: -10649664.000000 Penalty: 3792.696289
	Iteration 7F: 3 clusters Score -1.064966e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 106574 members 
Entering Unmasked Estep 
Score: -10655304.000000 Penalty: 3792.696289
	Iteration 8F: 3 clusters Score -1.06553e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 111387 members 
Entering Unmasked Estep 
Score: -10659396.000000 Penalty: 3792.696289
	Iteration 9Q: 3 clusters Score -1.06594e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 114192 members 
Entering Unmasked Estep 
Score: -10661713.000000 Penalty: 3792.696289
	Iteration 10Q: 3 clusters Score -1.066171e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 115622 members 
Entering Unmasked Estep 
Score: -10662918.000000 Penalty: 3792.696289
	Iteration 11Q: 3 clusters Score -1.066292e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 116255 members 
Entering Unmasked Estep 
Score: -10663452.000000 Penalty: 3792.696289
	Iteration 12Q: 3 clusters Score -1.066345e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 116481 members 
Entering Unmasked Estep 
Score: -10663684.000000 Penalty: 3792.696289
	Iteration 13Q: 3 clusters Score -1.066368e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 116585 members 
Entering Unmasked Estep 
Score: -10663797.000000 Penalty: 3792.696289
	Iteration 14Q: 3 clusters Score -1.06638e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 116616 members 
Entering Unmasked Estep 
Score: -10663850.000000 Penalty: 3792.696289
	Iteration 15Q: 3 clusters Score -1.066385e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 116648 members 
Entering Unmasked Estep 
Score: -10663900.000000 Penalty: 3792.696289
	Iteration 16Q: 3 clusters Score -1.06639e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 116656 members 
Entering Unmasked Estep 
Score: -10663919.000000 Penalty: 3792.696289
	Iteration 17Q: 3 clusters Score -1.066392e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 116663 members 
Entering Unmasked Estep 
Score: -10663936.000000 Penalty: 3792.696289
	Iteration 18Q: 3 clusters Score -1.066394e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 116668 members 
Entering Unmasked Estep 
Score: -10663935.000000 Penalty: 3792.696289
	Iteration 19Q: 3 clusters Score -1.066394e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 116675 members 
Entering Unmasked Estep 
Score: -10663963.000000 Penalty: 3792.696289
	Iteration 20F: 3 clusters Score -1.066396e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 116676 members 
Entering Unmasked Estep 
Score: -10663976.000000 Penalty: 3792.696289
	Iteration 21Q: 3 clusters Score -1.066398e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 116676 members 
Entering Unmasked Estep 
Score: -10663979.000000 Penalty: 3792.696289
	Iteration 22Q: 3 clusters Score -1.066398e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 116680 members 
Entering Unmasked Estep 
Score: -10663992.000000 Penalty: 3792.696289
	Iteration 23Q: 3 clusters Score -1.066399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 116681 members 
Entering Unmasked Estep 
Score: -10663990.000000 Penalty: 3792.696289
	Iteration 24Q: 3 clusters Score -1.066399e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 116683 members 
Entering Unmasked Estep 
Score: -10663994.000000 Penalty: 3792.696289
	Iteration 25Q: 3 clusters Score -1.066399e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 116685 members 
Entering Unmasked Estep 
Score: -10663999.000000 Penalty: 3792.696289
	Iteration 26Q: 3 clusters Score -1.0664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 116688 members 
Entering Unmasked Estep 
Score: -10663998.000000 Penalty: 3792.696289
	Iteration 27Q: 3 clusters Score -1.0664e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 116688 members 
Entering Unmasked Estep 
Score: -10663998.000000 Penalty: 3792.696289
	Iteration 28F: 3 clusters Score -1.0664e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Entering Unmasked Estep 
Score: -109403.328125 Penalty: 1174.613159
	Iteration 0F: 2 clusters Score -109403.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -107752.125000 Penalty: 2349.226318
	Iteration 0F: 3 clusters Score -107752.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -108195.898438 Penalty: 2349.226318
	Iteration 1F: 3 clusters Score -108195.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -108393.234375 Penalty: 2349.226318
	Iteration 2F: 3 clusters Score -108393.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -108539.515625 Penalty: 2349.226318
	Iteration 3F: 3 clusters Score -108539.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -108646.195312 Penalty: 2349.226318
	Iteration 4Q: 3 clusters Score -108646.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -108759.679688 Penalty: 2349.226318
	Iteration 5Q: 3 clusters Score -108759.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -108870.195312 Penalty: 2349.226318
	Iteration 6Q: 3 clusters Score -108870.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -108943.507812 Penalty: 2349.226318
	Iteration 7Q: 3 clusters Score -108943.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -108967.359375 Penalty: 2349.226318
	Iteration 8Q: 3 clusters Score -108967.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -108992.757812 Penalty: 2349.226318
	Iteration 9Q: 3 clusters Score -108992.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -109022.640625 Penalty: 2349.226318
	Iteration 10Q: 3 clusters Score -109022.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -109050.406250 Penalty: 2349.226318
	Iteration 11Q: 3 clusters Score -109050.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -109073.953125 Penalty: 2349.226318
	Iteration 12Q: 3 clusters Score -109074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -109092.921875 Penalty: 2349.226318
	Iteration 13Q: 3 clusters Score -109092.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -109114.039062 Penalty: 2349.226318
	Iteration 14Q: 3 clusters Score -109114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -109134.421875 Penalty: 2349.226318
	Iteration 15Q: 3 clusters Score -109134.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -109142.796875 Penalty: 2349.226318
	Iteration 16Q: 3 clusters Score -109142.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -109146.703125 Penalty: 2349.226318
	Iteration 17Q: 3 clusters Score -109146.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -109149.460938 Penalty: 2349.226318
	Iteration 18Q: 3 clusters Score -109149.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -109165.640625 Penalty: 2349.226318
	Iteration 19Q: 3 clusters Score -109165.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -109172.281250 Penalty: 2349.226318
	Iteration 20F: 3 clusters Score -109172.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -109178.515625 Penalty: 2349.226318
	Iteration 21Q: 3 clusters Score -109178.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -109184.476562 Penalty: 2349.226318
	Iteration 22Q: 3 clusters Score -109184.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -109189.078125 Penalty: 2349.226318
	Iteration 23Q: 3 clusters Score -109189.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -109191.585938 Penalty: 2349.226318
	Iteration 24Q: 3 clusters Score -109191.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -109194.250000 Penalty: 2349.226318
	Iteration 25Q: 3 clusters Score -109194.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -109194.250000 Penalty: 2349.226318
	Iteration 26F: 3 clusters Score -109194.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Entering Unmasked Estep 
Score: -100127.343750 Penalty: 1183.001343
	Iteration 0F: 2 clusters Score -100127.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -98408.898438 Penalty: 2366.002686
	Iteration 0F: 3 clusters Score -98408.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -99019.953125 Penalty: 2366.002686
	Iteration 1F: 3 clusters Score -99019.95 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -99330.328125 Penalty: 2366.002686
	Iteration 2F: 3 clusters Score -99330.33 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -99489.585938 Penalty: 2366.002686
	Iteration 3F: 3 clusters Score -99489.59 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -99563.375000 Penalty: 2366.002686
	Iteration 4Q: 3 clusters Score -99563.38 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -99608.835938 Penalty: 2366.002686
	Iteration 5Q: 3 clusters Score -99608.84 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -99646.601562 Penalty: 2366.002686
	Iteration 6Q: 3 clusters Score -99646.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -99668.492188 Penalty: 2366.002686
	Iteration 7Q: 3 clusters Score -99668.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -99678.460938 Penalty: 2366.002686
	Iteration 8Q: 3 clusters Score -99678.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -99684.554688 Penalty: 2366.002686
	Iteration 9Q: 3 clusters Score -99684.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -99691.843750 Penalty: 2366.002686
	Iteration 10Q: 3 clusters Score -99691.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -99699.289062 Penalty: 2366.002686
	Iteration 11Q: 3 clusters Score -99699.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -99702.210938 Penalty: 2366.002686
	Iteration 12Q: 3 clusters Score -99702.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -99705.320312 Penalty: 2366.002686
	Iteration 13Q: 3 clusters Score -99705.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -99711.335938 Penalty: 2366.002686
	Iteration 14Q: 3 clusters Score -99711.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -99713.320312 Penalty: 2366.002686
	Iteration 15Q: 3 clusters Score -99713.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -99714.554688 Penalty: 2366.002686
	Iteration 16Q: 3 clusters Score -99714.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -99717.265625 Penalty: 2366.002686
	Iteration 17Q: 3 clusters Score -99717.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -99718.062500 Penalty: 2366.002686
	Iteration 18Q: 3 clusters Score -99718.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -99718.789062 Penalty: 2366.002686
	Iteration 19Q: 3 clusters Score -99718.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -99720.289062 Penalty: 2366.002686
	Iteration 20F: 3 clusters Score -99720.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -99720.507812 Penalty: 2366.002686
	Iteration 21Q: 3 clusters Score -99720.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -99720.851562 Penalty: 2366.002686
	Iteration 22Q: 3 clusters Score -99720.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -99720.851562 Penalty: 2366.002686
	Iteration 23F: 3 clusters Score -99720.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -294587.281250 Penalty: 1320.463135
	Iteration 0F: 2 clusters Score -294587.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -291633.093750 Penalty: 2640.926270
	Iteration 0F: 3 clusters Score -291633.1 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -292530.062500 Penalty: 2640.926270
	Iteration 1F: 3 clusters Score -292530.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -292882.500000 Penalty: 2640.926270
	Iteration 2F: 3 clusters Score -292882.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -293300.843750 Penalty: 2640.926270
	Iteration 3F: 3 clusters Score -293300.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -293768.781250 Penalty: 2640.926270
	Iteration 4F: 3 clusters Score -293768.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -294020.531250 Penalty: 2640.926270
	Iteration 5F: 3 clusters Score -294020.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -294180.687500 Penalty: 2640.926270
	Iteration 6Q: 3 clusters Score -294180.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -294293.718750 Penalty: 2640.926270
	Iteration 7Q: 3 clusters Score -294293.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -294394.656250 Penalty: 2640.926270
	Iteration 8Q: 3 clusters Score -294394.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -294460.125000 Penalty: 2640.926270
	Iteration 9Q: 3 clusters Score -294460.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -294496.687500 Penalty: 2640.926270
	Iteration 10Q: 3 clusters Score -294496.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -294517.781250 Penalty: 2640.926270
	Iteration 11Q: 3 clusters Score -294517.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -294531.500000 Penalty: 2640.926270
	Iteration 12Q: 3 clusters Score -294531.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -294540.187500 Penalty: 2640.926270
	Iteration 13Q: 3 clusters Score -294540.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -294547.843750 Penalty: 2640.926270
	Iteration 14Q: 3 clusters Score -294547.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -294552.562500 Penalty: 2640.926270
	Iteration 15Q: 3 clusters Score -294552.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -294554.406250 Penalty: 2640.926270
	Iteration 16Q: 3 clusters Score -294554.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -294554.468750 Penalty: 2640.926270
	Iteration 17Q: 3 clusters Score -294554.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -294554.468750 Penalty: 2640.926270
	Iteration 18F: 3 clusters Score -294554.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -87098.906250 Penalty: 1127.313477
	Iteration 0F: 2 clusters Score -87098.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -85673.906250 Penalty: 2254.626953
	Iteration 0F: 3 clusters Score -85673.91 nChanged 306
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: -85928.921875 Penalty: 2254.626953
	Iteration 1F: 3 clusters Score -85928.92 nChanged 77
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: -86048.804688 Penalty: 2254.626953
	Iteration 2F: 3 clusters Score -86048.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -86191.593750 Penalty: 2254.626953
	Iteration 3F: 3 clusters Score -86191.59 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -86301.734375 Penalty: 2254.626953
	Iteration 4F: 3 clusters Score -86301.73 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -86369.601562 Penalty: 2254.626953
	Iteration 5Q: 3 clusters Score -86369.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -86413.257812 Penalty: 2254.626953
	Iteration 6Q: 3 clusters Score -86413.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -86447.117188 Penalty: 2254.626953
	Iteration 7Q: 3 clusters Score -86447.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -86477.101562 Penalty: 2254.626953
	Iteration 8Q: 3 clusters Score -86477.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -86489.859375 Penalty: 2254.626953
	Iteration 9Q: 3 clusters Score -86489.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -86492.531250 Penalty: 2254.626953
	Iteration 10Q: 3 clusters Score -86492.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -86495.343750 Penalty: 2254.626953
	Iteration 11Q: 3 clusters Score -86495.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -86498.257812 Penalty: 2254.626953
	Iteration 12Q: 3 clusters Score -86498.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -86504.585938 Penalty: 2254.626953
	Iteration 13Q: 3 clusters Score -86504.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -86510.210938 Penalty: 2254.626953
	Iteration 14Q: 3 clusters Score -86510.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -86518.007812 Penalty: 2254.626953
	Iteration 15Q: 3 clusters Score -86518.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -86526.203125 Penalty: 2254.626953
	Iteration 16Q: 3 clusters Score -86526.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -86527.937500 Penalty: 2254.626953
	Iteration 17Q: 3 clusters Score -86527.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -86533.226562 Penalty: 2254.626953
	Iteration 18Q: 3 clusters Score -86533.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -86536.929688 Penalty: 2254.626953
	Iteration 19Q: 3 clusters Score -86536.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -86538.296875 Penalty: 2254.626953
	Iteration 20F: 3 clusters Score -86538.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -86539.515625 Penalty: 2254.626953
	Iteration 21Q: 3 clusters Score -86539.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -86540.226562 Penalty: 2254.626953
	Iteration 22Q: 3 clusters Score -86540.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -86541.523438 Penalty: 2254.626953
	Iteration 23Q: 3 clusters Score -86541.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -86543.992188 Penalty: 2254.626953
	Iteration 24Q: 3 clusters Score -86543.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -86544.195312 Penalty: 2254.626953
	Iteration 25Q: 3 clusters Score -86544.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -86544.195312 Penalty: 2254.626953
	Iteration 26F: 3 clusters Score -86544.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -386381.718750 Penalty: 1366.778198
	Iteration 0F: 2 clusters Score -386381.7 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 2272 members 
Entering Unmasked Estep 
Score: -382732.250000 Penalty: 2733.556396
	Iteration 0F: 3 clusters Score -382732.2 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -384019.437500 Penalty: 2733.556396
	Iteration 1F: 3 clusters Score -384019.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -384555.781250 Penalty: 2733.556396
	Iteration 2F: 3 clusters Score -384555.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -385013.406250 Penalty: 2733.556396
	Iteration 3F: 3 clusters Score -385013.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -385424.906250 Penalty: 2733.556396
	Iteration 4F: 3 clusters Score -385424.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -385819.562500 Penalty: 2733.556396
	Iteration 5F: 3 clusters Score -385819.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -386150.250000 Penalty: 2733.556396
	Iteration 6F: 3 clusters Score -386150.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -386423.500000 Penalty: 2733.556396
	Iteration 7Q: 3 clusters Score -386423.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -386644.281250 Penalty: 2733.556396
	Iteration 8Q: 3 clusters Score -386644.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -386767.218750 Penalty: 2733.556396
	Iteration 9Q: 3 clusters Score -386767.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -386834.187500 Penalty: 2733.556396
	Iteration 10Q: 3 clusters Score -386834.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -386865.031250 Penalty: 2733.556396
	Iteration 11Q: 3 clusters Score -386865 nChanged 31
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: -386885.312500 Penalty: 2733.556396
	Iteration 12Q: 3 clusters Score -386885.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -386896.625000 Penalty: 2733.556396
	Iteration 13Q: 3 clusters Score -386896.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -386903.718750 Penalty: 2733.556396
	Iteration 14Q: 3 clusters Score -386903.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -386908.125000 Penalty: 2733.556396
	Iteration 15Q: 3 clusters Score -386908.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -386909.062500 Penalty: 2733.556396
	Iteration 16Q: 3 clusters Score -386909.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -386909.875000 Penalty: 2733.556396
	Iteration 17Q: 3 clusters Score -386909.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -386909.875000 Penalty: 2733.556396
	Iteration 18F: 3 clusters Score -386909.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 52468 members 
Mstep: Class 3 contains 34464 members 
Mstep: Class 4 contains 11033 members 
Mstep: Class 5 contains 3272 members 
Mstep: Class 6 contains 116291 members 
Mstep: Class 7 contains 125040 members 
Mstep: Class 8 contains 26165 members 
Mstep: Class 9 contains 61409 members 
Mstep: Class 10 contains 15087 members 
Mstep: Class 11 contains 3956 members 
Mstep: Class 12 contains 60401 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1234 members 
Mstep: Class 15 contains 2288 members 
Mstep: Class 16 contains 39748 members 
Mstep: Class 17 contains 6513 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 6420 members 
Mstep: Class 20 contains 13452 members 
Mstep: Class 21 contains 14368 members 
Mstep: Class 22 contains 7518 members 
Mstep: Class 23 contains 6121 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10450 members 
Mstep: Class 26 contains 16757 members 
Mstep: Class 27 contains 116989 members 
Mstep: Class 28 contains 1378 members 
Mstep: Class 29 contains 1451 members 
Mstep: Class 30 contains 3381 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 2639 members 
Mstep: Class 33 contains 8341 members 
Mstep: Class 34 contains 1279 members 
Mstep: Class 35 contains 7056 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9394 members 
Mstep: Class 38 contains 1116 members 
Mstep: Class 39 contains 1954 members 
Mstep: Class 40 contains 83966 members 
Mstep: Class 41 contains 6895 members 
Mstep: Class 42 contains 2353 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2974 members 
Mstep: Class 45 contains 3797 members 
Mstep: Class 46 contains 2021 members 
Mstep: Class 47 contains 1857 members 
Entering Unmasked Estep 
Score: -84447712.000000 Penalty: 105190.875000
Splitting cluster 32 changes total score from -84448088.000000 to -84447712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (8341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Entering Unmasked Estep 
Score: -769669.187500 Penalty: 1467.202515
	Iteration 0F: 2 clusters Score -769669.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -763630.875000 Penalty: 2934.405029
	Iteration 0F: 3 clusters Score -763630.9 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -765495.625000 Penalty: 2934.405029
	Iteration 1F: 3 clusters Score -765495.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -765759.875000 Penalty: 2934.405029
	Iteration 2F: 3 clusters Score -765759.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -766005.687500 Penalty: 2934.405029
	Iteration 3F: 3 clusters Score -766005.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -766189.187500 Penalty: 2934.405029
	Iteration 4Q: 3 clusters Score -766189.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -766342.062500 Penalty: 2934.405029
	Iteration 5Q: 3 clusters Score -766342.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -766478.750000 Penalty: 2934.405029
	Iteration 6Q: 3 clusters Score -766478.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -766615.562500 Penalty: 2934.405029
	Iteration 7Q: 3 clusters Score -766615.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -766758.375000 Penalty: 2934.405029
	Iteration 8Q: 3 clusters Score -766758.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -766884.562500 Penalty: 2934.405029
	Iteration 9Q: 3 clusters Score -766884.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -767008.437500 Penalty: 2934.405029
	Iteration 10Q: 3 clusters Score -767008.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -767139.687500 Penalty: 2934.405029
	Iteration 11Q: 3 clusters Score -767139.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -767240.000000 Penalty: 2934.405029
	Iteration 12Q: 3 clusters Score -767240 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -767342.687500 Penalty: 2934.405029
	Iteration 13Q: 3 clusters Score -767342.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -767426.937500 Penalty: 2934.405029
	Iteration 14Q: 3 clusters Score -767426.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -767502.750000 Penalty: 2934.405029
	Iteration 15Q: 3 clusters Score -767502.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -767557.500000 Penalty: 2934.405029
	Iteration 16Q: 3 clusters Score -767557.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -767595.062500 Penalty: 2934.405029
	Iteration 17Q: 3 clusters Score -767595.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -767624.125000 Penalty: 2934.405029
	Iteration 18Q: 3 clusters Score -767624.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -767649.687500 Penalty: 2934.405029
	Iteration 19Q: 3 clusters Score -767649.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -767668.125000 Penalty: 2934.405029
	Iteration 20F: 3 clusters Score -767668.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -767677.375000 Penalty: 2934.405029
	Iteration 21Q: 3 clusters Score -767677.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -767686.625000 Penalty: 2934.405029
	Iteration 22Q: 3 clusters Score -767686.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -767694.625000 Penalty: 2934.405029
	Iteration 23Q: 3 clusters Score -767694.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -767701.187500 Penalty: 2934.405029
	Iteration 24Q: 3 clusters Score -767701.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -767710.750000 Penalty: 2934.405029
	Iteration 25Q: 3 clusters Score -767710.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -767717.187500 Penalty: 2934.405029
	Iteration 26Q: 3 clusters Score -767717.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -767724.625000 Penalty: 2934.405029
	Iteration 27Q: 3 clusters Score -767724.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -767730.312500 Penalty: 2934.405029
	Iteration 28Q: 3 clusters Score -767730.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -767742.125000 Penalty: 2934.405029
	Iteration 29Q: 3 clusters Score -767742.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -767752.437500 Penalty: 2934.405029
	Iteration 30Q: 3 clusters Score -767752.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -767761.875000 Penalty: 2934.405029
	Iteration 31Q: 3 clusters Score -767761.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -767776.250000 Penalty: 2934.405029
	Iteration 32Q: 3 clusters Score -767776.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -767788.250000 Penalty: 2934.405029
	Iteration 33Q: 3 clusters Score -767788.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -767796.687500 Penalty: 2934.405029
	Iteration 34Q: 3 clusters Score -767796.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -767808.437500 Penalty: 2934.405029
	Iteration 35Q: 3 clusters Score -767808.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -767817.937500 Penalty: 2934.405029
	Iteration 36Q: 3 clusters Score -767817.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -767831.500000 Penalty: 2934.405029
	Iteration 37Q: 3 clusters Score -767831.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -767849.125000 Penalty: 2934.405029
	Iteration 38Q: 3 clusters Score -767849.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -767863.937500 Penalty: 2934.405029
	Iteration 39Q: 3 clusters Score -767863.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -767877.187500 Penalty: 2934.405029
	Iteration 40F: 3 clusters Score -767877.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -767884.687500 Penalty: 2934.405029
	Iteration 41Q: 3 clusters Score -767884.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -767895.437500 Penalty: 2934.405029
	Iteration 42Q: 3 clusters Score -767895.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -767910.875000 Penalty: 2934.405029
	Iteration 43Q: 3 clusters Score -767910.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -767923.750000 Penalty: 2934.405029
	Iteration 44Q: 3 clusters Score -767923.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -767934.687500 Penalty: 2934.405029
	Iteration 45Q: 3 clusters Score -767934.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -767942.875000 Penalty: 2934.405029
	Iteration 46Q: 3 clusters Score -767942.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -767957.875000 Penalty: 2934.405029
	Iteration 47Q: 3 clusters Score -767957.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -767971.187500 Penalty: 2934.405029
	Iteration 48Q: 3 clusters Score -767971.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -767989.250000 Penalty: 2934.405029
	Iteration 49Q: 3 clusters Score -767989.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -768009.500000 Penalty: 2934.405029
	Iteration 50Q: 3 clusters Score -768009.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -768031.187500 Penalty: 2934.405029
	Iteration 51Q: 3 clusters Score -768031.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -768053.125000 Penalty: 2934.405029
	Iteration 52Q: 3 clusters Score -768053.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -768074.000000 Penalty: 2934.405029
	Iteration 53Q: 3 clusters Score -768074 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -768094.187500 Penalty: 2934.405029
	Iteration 54Q: 3 clusters Score -768094.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -768115.437500 Penalty: 2934.405029
	Iteration 55Q: 3 clusters Score -768115.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -768133.437500 Penalty: 2934.405029
	Iteration 56Q: 3 clusters Score -768133.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -768144.062500 Penalty: 2934.405029
	Iteration 57Q: 3 clusters Score -768144.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -768155.500000 Penalty: 2934.405029
	Iteration 58Q: 3 clusters Score -768155.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -768167.187500 Penalty: 2934.405029
	Iteration 59Q: 3 clusters Score -768167.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -768180.250000 Penalty: 2934.405029
	Iteration 60F: 3 clusters Score -768180.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -768200.125000 Penalty: 2934.405029
	Iteration 61Q: 3 clusters Score -768200.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -768215.125000 Penalty: 2934.405029
	Iteration 62Q: 3 clusters Score -768215.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -768224.812500 Penalty: 2934.405029
	Iteration 63Q: 3 clusters Score -768224.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -768235.625000 Penalty: 2934.405029
	Iteration 64Q: 3 clusters Score -768235.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -768246.187500 Penalty: 2934.405029
	Iteration 65Q: 3 clusters Score -768246.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -768258.062500 Penalty: 2934.405029
	Iteration 66Q: 3 clusters Score -768258.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -768267.062500 Penalty: 2934.405029
	Iteration 67Q: 3 clusters Score -768267.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -768278.875000 Penalty: 2934.405029
	Iteration 68Q: 3 clusters Score -768278.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -768284.750000 Penalty: 2934.405029
	Iteration 69Q: 3 clusters Score -768284.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -768292.250000 Penalty: 2934.405029
	Iteration 70Q: 3 clusters Score -768292.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -768294.812500 Penalty: 2934.405029
	Iteration 71Q: 3 clusters Score -768294.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -768299.187500 Penalty: 2934.405029
	Iteration 72Q: 3 clusters Score -768299.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -768302.375000 Penalty: 2934.405029
	Iteration 73Q: 3 clusters Score -768302.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -768304.312500 Penalty: 2934.405029
	Iteration 74Q: 3 clusters Score -768304.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -768305.187500 Penalty: 2934.405029
	Iteration 75Q: 3 clusters Score -768305.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -768306.062500 Penalty: 2934.405029
	Iteration 76Q: 3 clusters Score -768306.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -768307.062500 Penalty: 2934.405029
	Iteration 77Q: 3 clusters Score -768307.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -768306.187500 Penalty: 2934.405029
	Iteration 78Q: 3 clusters Score -768306.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -768307.437500 Penalty: 2934.405029
	Iteration 79Q: 3 clusters Score -768307.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -768307.937500 Penalty: 2934.405029
	Iteration 80F: 3 clusters Score -768307.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -768307.812500 Penalty: 2934.405029
	Iteration 81Q: 3 clusters Score -768307.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -768309.062500 Penalty: 2934.405029
	Iteration 82Q: 3 clusters Score -768309.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -768311.062500 Penalty: 2934.405029
	Iteration 83Q: 3 clusters Score -768311.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -768310.875000 Penalty: 2934.405029
	Iteration 84Q: 3 clusters Score -768310.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -768312.812500 Penalty: 2934.405029
	Iteration 85Q: 3 clusters Score -768312.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -768312.812500 Penalty: 2934.405029
	Iteration 86F: 3 clusters Score -768312.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Entering Unmasked Estep 
Score: -106138.828125 Penalty: 1162.498047
	Iteration 0F: 2 clusters Score -106138.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -104513.585938 Penalty: 2324.996094
	Iteration 0F: 3 clusters Score -104513.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -104858.039062 Penalty: 2324.996094
	Iteration 1F: 3 clusters Score -104858 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -105001.945312 Penalty: 2324.996094
	Iteration 2F: 3 clusters Score -105001.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -105066.226562 Penalty: 2324.996094
	Iteration 3F: 3 clusters Score -105066.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -105112.484375 Penalty: 2324.996094
	Iteration 4Q: 3 clusters Score -105112.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -105150.703125 Penalty: 2324.996094
	Iteration 5Q: 3 clusters Score -105150.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -105171.820312 Penalty: 2324.996094
	Iteration 6Q: 3 clusters Score -105171.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -105184.554688 Penalty: 2324.996094
	Iteration 7Q: 3 clusters Score -105184.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -105197.882812 Penalty: 2324.996094
	Iteration 8Q: 3 clusters Score -105197.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -105205.507812 Penalty: 2324.996094
	Iteration 9Q: 3 clusters Score -105205.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -105210.257812 Penalty: 2324.996094
	Iteration 10Q: 3 clusters Score -105210.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -105212.453125 Penalty: 2324.996094
	Iteration 11Q: 3 clusters Score -105212.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -105220.164062 Penalty: 2324.996094
	Iteration 12Q: 3 clusters Score -105220.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -105226.781250 Penalty: 2324.996094
	Iteration 13Q: 3 clusters Score -105226.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -105229.937500 Penalty: 2324.996094
	Iteration 14Q: 3 clusters Score -105229.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -105231.789062 Penalty: 2324.996094
	Iteration 15Q: 3 clusters Score -105231.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -105234.539062 Penalty: 2324.996094
	Iteration 16Q: 3 clusters Score -105234.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -105238.781250 Penalty: 2324.996094
	Iteration 17Q: 3 clusters Score -105238.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -105249.328125 Penalty: 2324.996094
	Iteration 18Q: 3 clusters Score -105249.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -105257.585938 Penalty: 2324.996094
	Iteration 19Q: 3 clusters Score -105257.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -105269.828125 Penalty: 2324.996094
	Iteration 20F: 3 clusters Score -105269.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -105280.648438 Penalty: 2324.996094
	Iteration 21Q: 3 clusters Score -105280.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -105290.851562 Penalty: 2324.996094
	Iteration 22Q: 3 clusters Score -105290.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -105297.492188 Penalty: 2324.996094
	Iteration 23Q: 3 clusters Score -105297.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -105300.554688 Penalty: 2324.996094
	Iteration 24Q: 3 clusters Score -105300.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -105301.203125 Penalty: 2324.996094
	Iteration 25Q: 3 clusters Score -105301.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -105302.164062 Penalty: 2324.996094
	Iteration 26Q: 3 clusters Score -105302.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -105302.757812 Penalty: 2324.996094
	Iteration 27Q: 3 clusters Score -105302.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -105307.312500 Penalty: 2324.996094
	Iteration 28Q: 3 clusters Score -105307.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -105307.804688 Penalty: 2324.996094
	Iteration 29Q: 3 clusters Score -105307.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -105309.109375 Penalty: 2324.996094
	Iteration 30Q: 3 clusters Score -105309.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -105309.117188 Penalty: 2324.996094
	Iteration 31Q: 3 clusters Score -105309.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -105309.117188 Penalty: 2324.996094
	Iteration 32F: 3 clusters Score -105309.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Entering Unmasked Estep 
Score: -592970.500000 Penalty: 1440.015381
	Iteration 0F: 2 clusters Score -592970.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -587644.625000 Penalty: 2880.030762
	Iteration 0F: 3 clusters Score -587644.6 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -589326.062500 Penalty: 2880.030762
	Iteration 1F: 3 clusters Score -589326.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -589658.062500 Penalty: 2880.030762
	Iteration 2F: 3 clusters Score -589658.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -589908.687500 Penalty: 2880.030762
	Iteration 3F: 3 clusters Score -589908.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -590093.375000 Penalty: 2880.030762
	Iteration 4Q: 3 clusters Score -590093.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -590272.750000 Penalty: 2880.030762
	Iteration 5Q: 3 clusters Score -590272.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -590434.562500 Penalty: 2880.030762
	Iteration 6Q: 3 clusters Score -590434.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -590577.625000 Penalty: 2880.030762
	Iteration 7Q: 3 clusters Score -590577.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -590677.875000 Penalty: 2880.030762
	Iteration 8Q: 3 clusters Score -590677.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -590762.500000 Penalty: 2880.030762
	Iteration 9Q: 3 clusters Score -590762.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -590831.437500 Penalty: 2880.030762
	Iteration 10Q: 3 clusters Score -590831.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -590890.312500 Penalty: 2880.030762
	Iteration 11Q: 3 clusters Score -590890.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -590935.750000 Penalty: 2880.030762
	Iteration 12Q: 3 clusters Score -590935.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -590970.687500 Penalty: 2880.030762
	Iteration 13Q: 3 clusters Score -590970.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -590999.500000 Penalty: 2880.030762
	Iteration 14Q: 3 clusters Score -590999.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -591029.625000 Penalty: 2880.030762
	Iteration 15Q: 3 clusters Score -591029.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -591067.437500 Penalty: 2880.030762
	Iteration 16Q: 3 clusters Score -591067.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -591099.562500 Penalty: 2880.030762
	Iteration 17Q: 3 clusters Score -591099.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -591125.312500 Penalty: 2880.030762
	Iteration 18Q: 3 clusters Score -591125.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -591139.875000 Penalty: 2880.030762
	Iteration 19Q: 3 clusters Score -591139.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -591153.312500 Penalty: 2880.030762
	Iteration 20F: 3 clusters Score -591153.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -591164.500000 Penalty: 2880.030762
	Iteration 21Q: 3 clusters Score -591164.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -591176.250000 Penalty: 2880.030762
	Iteration 22Q: 3 clusters Score -591176.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -591184.375000 Penalty: 2880.030762
	Iteration 23Q: 3 clusters Score -591184.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -591190.875000 Penalty: 2880.030762
	Iteration 24Q: 3 clusters Score -591190.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -591198.812500 Penalty: 2880.030762
	Iteration 25Q: 3 clusters Score -591198.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -591209.062500 Penalty: 2880.030762
	Iteration 26Q: 3 clusters Score -591209.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -591217.500000 Penalty: 2880.030762
	Iteration 27Q: 3 clusters Score -591217.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -591223.250000 Penalty: 2880.030762
	Iteration 28Q: 3 clusters Score -591223.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -591231.000000 Penalty: 2880.030762
	Iteration 29Q: 3 clusters Score -591231 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -591242.000000 Penalty: 2880.030762
	Iteration 30Q: 3 clusters Score -591242 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -591250.812500 Penalty: 2880.030762
	Iteration 31Q: 3 clusters Score -591250.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -591263.375000 Penalty: 2880.030762
	Iteration 32Q: 3 clusters Score -591263.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -591270.812500 Penalty: 2880.030762
	Iteration 33Q: 3 clusters Score -591270.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -591279.375000 Penalty: 2880.030762
	Iteration 34Q: 3 clusters Score -591279.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -591288.062500 Penalty: 2880.030762
	Iteration 35Q: 3 clusters Score -591288.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -591299.625000 Penalty: 2880.030762
	Iteration 36Q: 3 clusters Score -591299.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -591316.187500 Penalty: 2880.030762
	Iteration 37Q: 3 clusters Score -591316.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -591336.250000 Penalty: 2880.030762
	Iteration 38Q: 3 clusters Score -591336.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -591360.812500 Penalty: 2880.030762
	Iteration 39Q: 3 clusters Score -591360.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -591388.500000 Penalty: 2880.030762
	Iteration 40F: 3 clusters Score -591388.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -591417.812500 Penalty: 2880.030762
	Iteration 41Q: 3 clusters Score -591417.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -591446.750000 Penalty: 2880.030762
	Iteration 42Q: 3 clusters Score -591446.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -591473.062500 Penalty: 2880.030762
	Iteration 43Q: 3 clusters Score -591473.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -591493.437500 Penalty: 2880.030762
	Iteration 44Q: 3 clusters Score -591493.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -591508.375000 Penalty: 2880.030762
	Iteration 45Q: 3 clusters Score -591508.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -591528.187500 Penalty: 2880.030762
	Iteration 46Q: 3 clusters Score -591528.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -591542.875000 Penalty: 2880.030762
	Iteration 47Q: 3 clusters Score -591542.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -591560.437500 Penalty: 2880.030762
	Iteration 48Q: 3 clusters Score -591560.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -591580.125000 Penalty: 2880.030762
	Iteration 49Q: 3 clusters Score -591580.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -591600.187500 Penalty: 2880.030762
	Iteration 50Q: 3 clusters Score -591600.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -591624.937500 Penalty: 2880.030762
	Iteration 51Q: 3 clusters Score -591624.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -591641.187500 Penalty: 2880.030762
	Iteration 52Q: 3 clusters Score -591641.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -591655.937500 Penalty: 2880.030762
	Iteration 53Q: 3 clusters Score -591655.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -591670.937500 Penalty: 2880.030762
	Iteration 54Q: 3 clusters Score -591670.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -591685.562500 Penalty: 2880.030762
	Iteration 55Q: 3 clusters Score -591685.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -591698.500000 Penalty: 2880.030762
	Iteration 56Q: 3 clusters Score -591698.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -591707.937500 Penalty: 2880.030762
	Iteration 57Q: 3 clusters Score -591707.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -591720.687500 Penalty: 2880.030762
	Iteration 58Q: 3 clusters Score -591720.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -591729.750000 Penalty: 2880.030762
	Iteration 59Q: 3 clusters Score -591729.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -591734.875000 Penalty: 2880.030762
	Iteration 60F: 3 clusters Score -591734.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -591737.562500 Penalty: 2880.030762
	Iteration 61Q: 3 clusters Score -591737.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -591740.937500 Penalty: 2880.030762
	Iteration 62Q: 3 clusters Score -591740.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -591743.750000 Penalty: 2880.030762
	Iteration 63Q: 3 clusters Score -591743.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -591747.375000 Penalty: 2880.030762
	Iteration 64Q: 3 clusters Score -591747.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -591750.937500 Penalty: 2880.030762
	Iteration 65Q: 3 clusters Score -591750.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -591753.250000 Penalty: 2880.030762
	Iteration 66Q: 3 clusters Score -591753.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -591757.062500 Penalty: 2880.030762
	Iteration 67Q: 3 clusters Score -591757.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -591757.625000 Penalty: 2880.030762
	Iteration 68Q: 3 clusters Score -591757.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -591757.812500 Penalty: 2880.030762
	Iteration 69Q: 3 clusters Score -591757.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -591761.125000 Penalty: 2880.030762
	Iteration 70Q: 3 clusters Score -591761.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -591763.437500 Penalty: 2880.030762
	Iteration 71Q: 3 clusters Score -591763.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -591765.125000 Penalty: 2880.030762
	Iteration 72Q: 3 clusters Score -591765.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -591768.187500 Penalty: 2880.030762
	Iteration 73Q: 3 clusters Score -591768.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -591769.937500 Penalty: 2880.030762
	Iteration 74Q: 3 clusters Score -591769.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -591771.062500 Penalty: 2880.030762
	Iteration 75Q: 3 clusters Score -591771.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -591770.625000 Penalty: 2880.030762
	Iteration 76Q: 3 clusters Score -591770.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -591772.750000 Penalty: 2880.030762
	Iteration 77Q: 3 clusters Score -591772.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -591772.937500 Penalty: 2880.030762
	Iteration 78Q: 3 clusters Score -591772.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -591773.437500 Penalty: 2880.030762
	Iteration 79Q: 3 clusters Score -591773.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -591773.687500 Penalty: 2880.030762
	Iteration 80F: 3 clusters Score -591773.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -70274.859375 Penalty: 1095.334473
	Iteration 0F: 2 clusters Score -70274.86 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 429 members 
Entering Unmasked Estep 
Score: -68947.828125 Penalty: 2190.668945
	Iteration 0F: 3 clusters Score -68947.83 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -69190.117188 Penalty: 2190.668945
	Iteration 1F: 3 clusters Score -69190.12 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -69290.218750 Penalty: 2190.668945
	Iteration 2F: 3 clusters Score -69290.22 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -69370.351562 Penalty: 2190.668945
	Iteration 3F: 3 clusters Score -69370.35 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -69449.015625 Penalty: 2190.668945
	Iteration 4Q: 3 clusters Score -69449.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -69543.671875 Penalty: 2190.668945
	Iteration 5Q: 3 clusters Score -69543.67 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -69618.140625 Penalty: 2190.668945
	Iteration 6Q: 3 clusters Score -69618.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -69659.648438 Penalty: 2190.668945
	Iteration 7Q: 3 clusters Score -69659.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -69691.437500 Penalty: 2190.668945
	Iteration 8Q: 3 clusters Score -69691.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -69718.476562 Penalty: 2190.668945
	Iteration 9Q: 3 clusters Score -69718.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -69757.406250 Penalty: 2190.668945
	Iteration 10Q: 3 clusters Score -69757.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -69796.031250 Penalty: 2190.668945
	Iteration 11Q: 3 clusters Score -69796.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -69839.640625 Penalty: 2190.668945
	Iteration 12Q: 3 clusters Score -69839.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -69861.828125 Penalty: 2190.668945
	Iteration 13Q: 3 clusters Score -69861.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -69877.335938 Penalty: 2190.668945
	Iteration 14Q: 3 clusters Score -69877.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -69885.015625 Penalty: 2190.668945
	Iteration 15Q: 3 clusters Score -69885.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -69890.226562 Penalty: 2190.668945
	Iteration 16Q: 3 clusters Score -69890.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -69892.882812 Penalty: 2190.668945
	Iteration 17Q: 3 clusters Score -69892.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -69900.523438 Penalty: 2190.668945
	Iteration 18Q: 3 clusters Score -69900.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -69910.703125 Penalty: 2190.668945
	Iteration 19Q: 3 clusters Score -69910.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -69915.125000 Penalty: 2190.668945
	Iteration 20F: 3 clusters Score -69915.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -69925.234375 Penalty: 2190.668945
	Iteration 21Q: 3 clusters Score -69925.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -69933.617188 Penalty: 2190.668945
	Iteration 22Q: 3 clusters Score -69933.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -69935.515625 Penalty: 2190.668945
	Iteration 23Q: 3 clusters Score -69935.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -69938.953125 Penalty: 2190.668945
	Iteration 24Q: 3 clusters Score -69938.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -69939.406250 Penalty: 2190.668945
	Iteration 25Q: 3 clusters Score -69939.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -69941.007812 Penalty: 2190.668945
	Iteration 26Q: 3 clusters Score -69941.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -69941.007812 Penalty: 2190.668945
	Iteration 27F: 3 clusters Score -69941.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Entering Unmasked Estep 
Score: -827536.250000 Penalty: 1486.521729
	Iteration 0F: 2 clusters Score -827536.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -820696.312500 Penalty: 2973.043457
	Iteration 0F: 3 clusters Score -820696.3 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -822986.750000 Penalty: 2973.043457
	Iteration 1F: 3 clusters Score -822986.8 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -823283.187500 Penalty: 2973.043457
	Iteration 2F: 3 clusters Score -823283.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -823514.875000 Penalty: 2973.043457
	Iteration 3F: 3 clusters Score -823514.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -823700.187500 Penalty: 2973.043457
	Iteration 4Q: 3 clusters Score -823700.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -823886.500000 Penalty: 2973.043457
	Iteration 5Q: 3 clusters Score -823886.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -824091.312500 Penalty: 2973.043457
	Iteration 6Q: 3 clusters Score -824091.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -824330.812500 Penalty: 2973.043457
	Iteration 7Q: 3 clusters Score -824330.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -824598.687500 Penalty: 2973.043457
	Iteration 8Q: 3 clusters Score -824598.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -824842.000000 Penalty: 2973.043457
	Iteration 9Q: 3 clusters Score -824842 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -825043.125000 Penalty: 2973.043457
	Iteration 10Q: 3 clusters Score -825043.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -825229.000000 Penalty: 2973.043457
	Iteration 11Q: 3 clusters Score -825229 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -825435.187500 Penalty: 2973.043457
	Iteration 12Q: 3 clusters Score -825435.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -825624.625000 Penalty: 2973.043457
	Iteration 13Q: 3 clusters Score -825624.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -825787.437500 Penalty: 2973.043457
	Iteration 14Q: 3 clusters Score -825787.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -825903.812500 Penalty: 2973.043457
	Iteration 15Q: 3 clusters Score -825903.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -825994.562500 Penalty: 2973.043457
	Iteration 16Q: 3 clusters Score -825994.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -826045.562500 Penalty: 2973.043457
	Iteration 17Q: 3 clusters Score -826045.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -826087.562500 Penalty: 2973.043457
	Iteration 18Q: 3 clusters Score -826087.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -826127.750000 Penalty: 2973.043457
	Iteration 19Q: 3 clusters Score -826127.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -826164.250000 Penalty: 2973.043457
	Iteration 20F: 3 clusters Score -826164.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -826186.750000 Penalty: 2973.043457
	Iteration 21Q: 3 clusters Score -826186.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -826198.125000 Penalty: 2973.043457
	Iteration 22Q: 3 clusters Score -826198.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -826207.562500 Penalty: 2973.043457
	Iteration 23Q: 3 clusters Score -826207.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -826216.625000 Penalty: 2973.043457
	Iteration 24Q: 3 clusters Score -826216.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -826225.500000 Penalty: 2973.043457
	Iteration 25Q: 3 clusters Score -826225.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -826232.562500 Penalty: 2973.043457
	Iteration 26Q: 3 clusters Score -826232.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -826238.562500 Penalty: 2973.043457
	Iteration 27Q: 3 clusters Score -826238.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -826241.812500 Penalty: 2973.043457
	Iteration 28Q: 3 clusters Score -826241.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -826243.250000 Penalty: 2973.043457
	Iteration 29Q: 3 clusters Score -826243.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -826246.250000 Penalty: 2973.043457
	Iteration 30Q: 3 clusters Score -826246.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -826249.125000 Penalty: 2973.043457
	Iteration 31Q: 3 clusters Score -826249.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -826249.437500 Penalty: 2973.043457
	Iteration 32Q: 3 clusters Score -826249.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -826249.875000 Penalty: 2973.043457
	Iteration 33Q: 3 clusters Score -826249.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -826251.500000 Penalty: 2973.043457
	Iteration 34Q: 3 clusters Score -826251.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -826253.500000 Penalty: 2973.043457
	Iteration 35Q: 3 clusters Score -826253.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -826252.937500 Penalty: 2973.043457
	Iteration 36Q: 3 clusters Score -826252.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -826255.375000 Penalty: 2973.043457
	Iteration 37Q: 3 clusters Score -826255.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -826256.187500 Penalty: 2973.043457
	Iteration 38Q: 3 clusters Score -826256.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -826256.375000 Penalty: 2973.043457
	Iteration 39Q: 3 clusters Score -826256.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -826255.750000 Penalty: 2973.043457
	Iteration 40F: 3 clusters Score -826255.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -95989.171875 Penalty: 1140.344727
	Iteration 0F: 2 clusters Score -95989.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -94431.601562 Penalty: 2280.689453
	Iteration 0F: 3 clusters Score -94431.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -94709.390625 Penalty: 2280.689453
	Iteration 1F: 3 clusters Score -94709.39 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -94784.203125 Penalty: 2280.689453
	Iteration 2F: 3 clusters Score -94784.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -94825.953125 Penalty: 2280.689453
	Iteration 3Q: 3 clusters Score -94825.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -94856.421875 Penalty: 2280.689453
	Iteration 4Q: 3 clusters Score -94856.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -94879.289062 Penalty: 2280.689453
	Iteration 5Q: 3 clusters Score -94879.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -94899.882812 Penalty: 2280.689453
	Iteration 6Q: 3 clusters Score -94899.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -94913.859375 Penalty: 2280.689453
	Iteration 7Q: 3 clusters Score -94913.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -94925.093750 Penalty: 2280.689453
	Iteration 8Q: 3 clusters Score -94925.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -94929.468750 Penalty: 2280.689453
	Iteration 9Q: 3 clusters Score -94929.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -94934.929688 Penalty: 2280.689453
	Iteration 10Q: 3 clusters Score -94934.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -94939.148438 Penalty: 2280.689453
	Iteration 11Q: 3 clusters Score -94939.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -94945.085938 Penalty: 2280.689453
	Iteration 12Q: 3 clusters Score -94945.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -94948.437500 Penalty: 2280.689453
	Iteration 13Q: 3 clusters Score -94948.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -94952.132812 Penalty: 2280.689453
	Iteration 14Q: 3 clusters Score -94952.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -94952.468750 Penalty: 2280.689453
	Iteration 15Q: 3 clusters Score -94952.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -94952.632812 Penalty: 2280.689453
	Iteration 16Q: 3 clusters Score -94952.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -94952.632812 Penalty: 2280.689453
	Iteration 17F: 3 clusters Score -94952.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Entering Unmasked Estep 
Score: -169019.250000 Penalty: 1231.365479
	Iteration 0F: 2 clusters Score -169019.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -166935.234375 Penalty: 2462.730957
	Iteration 0F: 3 clusters Score -166935.2 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -167365.640625 Penalty: 2462.730957
	Iteration 1F: 3 clusters Score -167365.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -167482.781250 Penalty: 2462.730957
	Iteration 2F: 3 clusters Score -167482.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -167569.265625 Penalty: 2462.730957
	Iteration 3F: 3 clusters Score -167569.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -167626.796875 Penalty: 2462.730957
	Iteration 4Q: 3 clusters Score -167626.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -167670.609375 Penalty: 2462.730957
	Iteration 5Q: 3 clusters Score -167670.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -167709.906250 Penalty: 2462.730957
	Iteration 6Q: 3 clusters Score -167709.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -167733.312500 Penalty: 2462.730957
	Iteration 7Q: 3 clusters Score -167733.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -167753.609375 Penalty: 2462.730957
	Iteration 8Q: 3 clusters Score -167753.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -167776.171875 Penalty: 2462.730957
	Iteration 9Q: 3 clusters Score -167776.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -167795.593750 Penalty: 2462.730957
	Iteration 10Q: 3 clusters Score -167795.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -167820.062500 Penalty: 2462.730957
	Iteration 11Q: 3 clusters Score -167820.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -167840.250000 Penalty: 2462.730957
	Iteration 12Q: 3 clusters Score -167840.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -167858.562500 Penalty: 2462.730957
	Iteration 13Q: 3 clusters Score -167858.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -167877.875000 Penalty: 2462.730957
	Iteration 14Q: 3 clusters Score -167877.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -167901.984375 Penalty: 2462.730957
	Iteration 15Q: 3 clusters Score -167902 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -167933.562500 Penalty: 2462.730957
	Iteration 16Q: 3 clusters Score -167933.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -167960.390625 Penalty: 2462.730957
	Iteration 17Q: 3 clusters Score -167960.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -167984.265625 Penalty: 2462.730957
	Iteration 18Q: 3 clusters Score -167984.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -168007.468750 Penalty: 2462.730957
	Iteration 19Q: 3 clusters Score -168007.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -168034.640625 Penalty: 2462.730957
	Iteration 20F: 3 clusters Score -168034.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -168063.453125 Penalty: 2462.730957
	Iteration 21Q: 3 clusters Score -168063.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -168078.046875 Penalty: 2462.730957
	Iteration 22Q: 3 clusters Score -168078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -168086.937500 Penalty: 2462.730957
	Iteration 23Q: 3 clusters Score -168086.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -168097.156250 Penalty: 2462.730957
	Iteration 24Q: 3 clusters Score -168097.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -168104.593750 Penalty: 2462.730957
	Iteration 25Q: 3 clusters Score -168104.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -168110.609375 Penalty: 2462.730957
	Iteration 26Q: 3 clusters Score -168110.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -168114.453125 Penalty: 2462.730957
	Iteration 27Q: 3 clusters Score -168114.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -168116.250000 Penalty: 2462.730957
	Iteration 28Q: 3 clusters Score -168116.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -168119.171875 Penalty: 2462.730957
	Iteration 29Q: 3 clusters Score -168119.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -168122.437500 Penalty: 2462.730957
	Iteration 30Q: 3 clusters Score -168122.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -168124.968750 Penalty: 2462.730957
	Iteration 31Q: 3 clusters Score -168125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -168126.046875 Penalty: 2462.730957
	Iteration 32Q: 3 clusters Score -168126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -168128.406250 Penalty: 2462.730957
	Iteration 33Q: 3 clusters Score -168128.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -168131.078125 Penalty: 2462.730957
	Iteration 34Q: 3 clusters Score -168131.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -168133.031250 Penalty: 2462.730957
	Iteration 35Q: 3 clusters Score -168133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -168135.671875 Penalty: 2462.730957
	Iteration 36Q: 3 clusters Score -168135.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -168137.078125 Penalty: 2462.730957
	Iteration 37Q: 3 clusters Score -168137.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -168138.328125 Penalty: 2462.730957
	Iteration 38Q: 3 clusters Score -168138.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -168140.218750 Penalty: 2462.730957
	Iteration 39Q: 3 clusters Score -168140.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -168141.953125 Penalty: 2462.730957
	Iteration 40F: 3 clusters Score -168142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (83966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83966 members 
Entering Unmasked Estep 
Score: -7737647.500000 Penalty: 1842.452148
	Iteration 0F: 2 clusters Score -7737648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -7681757.000000 Penalty: 3684.904297
	Iteration 0F: 3 clusters Score -7681757 nChanged 39779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -7704712.000000 Penalty: 3684.904297
	Iteration 1F: 3 clusters Score -7704712 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39548 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -7705699.500000 Penalty: 3684.904297
	Iteration 2Q: 3 clusters Score -7705700 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -7707104.000000 Penalty: 3684.904297
	Iteration 3Q: 3 clusters Score -7707104 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 48186 members 
Entering Unmasked Estep 
Score: -7709377.500000 Penalty: 3684.904297
	Iteration 4F: 3 clusters Score -7709378 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 51495 members 
Entering Unmasked Estep 
Score: -7712884.500000 Penalty: 3684.904297
	Iteration 5F: 3 clusters Score -7712884 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 55846 members 
Entering Unmasked Estep 
Score: -7717475.500000 Penalty: 3684.904297
	Iteration 6F: 3 clusters Score -7717476 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 60557 members 
Entering Unmasked Estep 
Score: -7722817.000000 Penalty: 3684.904297
	Iteration 7F: 3 clusters Score -7722817 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 64881 members 
Entering Unmasked Estep 
Score: -7727945.000000 Penalty: 3684.904297
	Iteration 8F: 3 clusters Score -7727945 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 68039 members 
Entering Unmasked Estep 
Score: -7731657.500000 Penalty: 3684.904297
	Iteration 9Q: 3 clusters Score -7731658 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 70233 members 
Entering Unmasked Estep 
Score: -7733854.000000 Penalty: 3684.904297
	Iteration 10Q: 3 clusters Score -7733854 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 71727 members 
Entering Unmasked Estep 
Score: -7735208.500000 Penalty: 3684.904297
	Iteration 11Q: 3 clusters Score -7735208 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 72822 members 
Entering Unmasked Estep 
Score: -7735988.000000 Penalty: 3684.904297
	Iteration 12Q: 3 clusters Score -7735988 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 73638 members 
Entering Unmasked Estep 
Score: -7736507.000000 Penalty: 3684.904297
	Iteration 13Q: 3 clusters Score -7736507 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 74215 members 
Entering Unmasked Estep 
Score: -7736728.000000 Penalty: 3684.904297
	Iteration 14Q: 3 clusters Score -7736728 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 74653 members 
Entering Unmasked Estep 
Score: -7736818.000000 Penalty: 3684.904297
	Iteration 15Q: 3 clusters Score -7736818 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 75018 members 
Entering Unmasked Estep 
Score: -7736907.500000 Penalty: 3684.904297
	Iteration 16Q: 3 clusters Score -7736908 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 75302 members 
Entering Unmasked Estep 
Score: -7736983.500000 Penalty: 3684.904297
	Iteration 17Q: 3 clusters Score -7736984 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 75557 members 
Entering Unmasked Estep 
Score: -7737043.000000 Penalty: 3684.904297
	Iteration 18Q: 3 clusters Score -7737043 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 75769 members 
Entering Unmasked Estep 
Score: -7737075.500000 Penalty: 3684.904297
	Iteration 19Q: 3 clusters Score -7737076 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 75969 members 
Entering Unmasked Estep 
Score: -7737124.500000 Penalty: 3684.904297
	Iteration 20F: 3 clusters Score -7737124 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 76153 members 
Entering Unmasked Estep 
Score: -7737141.500000 Penalty: 3684.904297
	Iteration 21Q: 3 clusters Score -7737142 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 76330 members 
Entering Unmasked Estep 
Score: -7737170.500000 Penalty: 3684.904297
	Iteration 22Q: 3 clusters Score -7737170 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 76475 members 
Entering Unmasked Estep 
Score: -7737185.500000 Penalty: 3684.904297
	Iteration 23Q: 3 clusters Score -7737186 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 76603 members 
Entering Unmasked Estep 
Score: -7737199.000000 Penalty: 3684.904297
	Iteration 24Q: 3 clusters Score -7737199 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 76710 members 
Entering Unmasked Estep 
Score: -7737228.500000 Penalty: 3684.904297
	Iteration 25Q: 3 clusters Score -7737228 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 76807 members 
Entering Unmasked Estep 
Score: -7737268.000000 Penalty: 3684.904297
	Iteration 26Q: 3 clusters Score -7737268 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 76896 members 
Entering Unmasked Estep 
Score: -7737264.000000 Penalty: 3684.904297
	Iteration 27Q: 3 clusters Score -7737264 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 76978 members 
Entering Unmasked Estep 
Score: -7737286.000000 Penalty: 3684.904297
	Iteration 28Q: 3 clusters Score -7737286 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 77043 members 
Entering Unmasked Estep 
Score: -7737288.000000 Penalty: 3684.904297
	Iteration 29Q: 3 clusters Score -7737288 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 77112 members 
Entering Unmasked Estep 
Score: -7737283.000000 Penalty: 3684.904297
	Iteration 30Q: 3 clusters Score -7737283 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 77177 members 
Entering Unmasked Estep 
Score: -7737272.500000 Penalty: 3684.904297
	Iteration 31Q: 3 clusters Score -7737272 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 77223 members 
Entering Unmasked Estep 
Score: -7737269.500000 Penalty: 3684.904297
	Iteration 32Q: 3 clusters Score -7737270 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 77283 members 
Entering Unmasked Estep 
Score: -7737269.000000 Penalty: 3684.904297
	Iteration 33Q: 3 clusters Score -7737269 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 77338 members 
Entering Unmasked Estep 
Score: -7737269.000000 Penalty: 3684.904297
	Iteration 34Q: 3 clusters Score -7737269 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 77392 members 
Entering Unmasked Estep 
Score: -7737265.000000 Penalty: 3684.904297
	Iteration 35Q: 3 clusters Score -7737265 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 77443 members 
Entering Unmasked Estep 
Score: -7737275.000000 Penalty: 3684.904297
	Iteration 36Q: 3 clusters Score -7737275 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 77476 members 
Entering Unmasked Estep 
Score: -7737275.000000 Penalty: 3684.904297
	Iteration 37Q: 3 clusters Score -7737275 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 77515 members 
Entering Unmasked Estep 
Score: -7737273.000000 Penalty: 3684.904297
	Iteration 38Q: 3 clusters Score -7737273 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 77549 members 
Entering Unmasked Estep 
Score: -7737285.000000 Penalty: 3684.904297
	Iteration 39Q: 3 clusters Score -7737285 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 77572 members 
Entering Unmasked Estep 
Score: -7737280.000000 Penalty: 3684.904297
	Iteration 40F: 3 clusters Score -7737280 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 77604 members 
Entering Unmasked Estep 
Score: -7737282.000000 Penalty: 3684.904297
	Iteration 41Q: 3 clusters Score -7737282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 77637 members 
Entering Unmasked Estep 
Score: -7737282.000000 Penalty: 3684.904297
	Iteration 42Q: 3 clusters Score -7737282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 77670 members 
Entering Unmasked Estep 
Score: -7737290.000000 Penalty: 3684.904297
	Iteration 43Q: 3 clusters Score -7737290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 77691 members 
Entering Unmasked Estep 
Score: -7737297.000000 Penalty: 3684.904297
	Iteration 44Q: 3 clusters Score -7737297 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 77712 members 
Entering Unmasked Estep 
Score: -7737298.500000 Penalty: 3684.904297
	Iteration 45Q: 3 clusters Score -7737298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 77728 members 
Entering Unmasked Estep 
Score: -7737290.000000 Penalty: 3684.904297
	Iteration 46Q: 3 clusters Score -7737290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 77747 members 
Entering Unmasked Estep 
Score: -7737296.000000 Penalty: 3684.904297
	Iteration 47Q: 3 clusters Score -7737296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 77763 members 
Entering Unmasked Estep 
Score: -7737287.500000 Penalty: 3684.904297
	Iteration 48Q: 3 clusters Score -7737288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 77776 members 
Entering Unmasked Estep 
Score: -7737283.500000 Penalty: 3684.904297
	Iteration 49Q: 3 clusters Score -7737284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 77795 members 
Entering Unmasked Estep 
Score: -7737294.000000 Penalty: 3684.904297
	Iteration 50Q: 3 clusters Score -7737294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 77810 members 
Entering Unmasked Estep 
Score: -7737295.000000 Penalty: 3684.904297
	Iteration 51Q: 3 clusters Score -7737295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 77818 members 
Entering Unmasked Estep 
Score: -7737297.000000 Penalty: 3684.904297
	Iteration 52Q: 3 clusters Score -7737297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 77827 members 
Entering Unmasked Estep 
Score: -7737305.500000 Penalty: 3684.904297
	Iteration 53Q: 3 clusters Score -7737306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 77836 members 
Entering Unmasked Estep 
Score: -7737308.500000 Penalty: 3684.904297
	Iteration 54Q: 3 clusters Score -7737308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 77840 members 
Entering Unmasked Estep 
Score: -7737310.000000 Penalty: 3684.904297
	Iteration 55Q: 3 clusters Score -7737310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 77843 members 
Entering Unmasked Estep 
Score: -7737311.000000 Penalty: 3684.904297
	Iteration 56Q: 3 clusters Score -7737311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 77846 members 
Entering Unmasked Estep 
Score: -7737309.000000 Penalty: 3684.904297
	Iteration 57Q: 3 clusters Score -7737309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 77853 members 
Entering Unmasked Estep 
Score: -7737306.000000 Penalty: 3684.904297
	Iteration 58Q: 3 clusters Score -7737306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 77859 members 
Entering Unmasked Estep 
Score: -7737307.000000 Penalty: 3684.904297
	Iteration 59Q: 3 clusters Score -7737307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 77864 members 
Entering Unmasked Estep 
Score: -7737309.000000 Penalty: 3684.904297
	Iteration 60F: 3 clusters Score -7737309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 77866 members 
Entering Unmasked Estep 
Score: -7737306.000000 Penalty: 3684.904297
	Iteration 61Q: 3 clusters Score -7737306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 77869 members 
Entering Unmasked Estep 
Score: -7737305.500000 Penalty: 3684.904297
	Iteration 62Q: 3 clusters Score -7737306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 77870 members 
Entering Unmasked Estep 
Score: -7737302.500000 Penalty: 3684.904297
	Iteration 63Q: 3 clusters Score -7737302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 77871 members 
Entering Unmasked Estep 
Score: -7737295.500000 Penalty: 3684.904297
	Iteration 64Q: 3 clusters Score -7737296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 77874 members 
Entering Unmasked Estep 
Score: -7737310.500000 Penalty: 3684.904297
	Iteration 65Q: 3 clusters Score -7737310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 77878 members 
Entering Unmasked Estep 
Score: -7737316.500000 Penalty: 3684.904297
	Iteration 66Q: 3 clusters Score -7737316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 77881 members 
Entering Unmasked Estep 
Score: -7737308.000000 Penalty: 3684.904297
	Iteration 67Q: 3 clusters Score -7737308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 77882 members 
Entering Unmasked Estep 
Score: -7737312.000000 Penalty: 3684.904297
	Iteration 68Q: 3 clusters Score -7737312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 77883 members 
Entering Unmasked Estep 
Score: -7737312.000000 Penalty: 3684.904297
	Iteration 69Q: 3 clusters Score -7737312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 77884 members 
Entering Unmasked Estep 
Score: -7737308.500000 Penalty: 3684.904297
	Iteration 70Q: 3 clusters Score -7737308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 77884 members 
Entering Unmasked Estep 
Score: -7737308.500000 Penalty: 3684.904297
	Iteration 71F: 3 clusters Score -7737308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Entering Unmasked Estep 
Score: -617590.000000 Penalty: 1436.264648
	Iteration 0F: 2 clusters Score -617590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -612348.562500 Penalty: 2872.529297
	Iteration 0F: 3 clusters Score -612348.6 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -614170.250000 Penalty: 2872.529297
	Iteration 1F: 3 clusters Score -614170.2 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -614624.562500 Penalty: 2872.529297
	Iteration 2F: 3 clusters Score -614624.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -615076.875000 Penalty: 2872.529297
	Iteration 3F: 3 clusters Score -615076.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -615408.062500 Penalty: 2872.529297
	Iteration 4F: 3 clusters Score -615408.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -615669.062500 Penalty: 2872.529297
	Iteration 5F: 3 clusters Score -615669.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -615885.500000 Penalty: 2872.529297
	Iteration 6Q: 3 clusters Score -615885.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -616062.875000 Penalty: 2872.529297
	Iteration 7Q: 3 clusters Score -616062.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -616223.375000 Penalty: 2872.529297
	Iteration 8Q: 3 clusters Score -616223.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -616369.625000 Penalty: 2872.529297
	Iteration 9Q: 3 clusters Score -616369.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -616520.562500 Penalty: 2872.529297
	Iteration 10Q: 3 clusters Score -616520.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -616686.312500 Penalty: 2872.529297
	Iteration 11Q: 3 clusters Score -616686.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -616880.625000 Penalty: 2872.529297
	Iteration 12Q: 3 clusters Score -616880.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -617051.562500 Penalty: 2872.529297
	Iteration 13Q: 3 clusters Score -617051.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -617190.187500 Penalty: 2872.529297
	Iteration 14Q: 3 clusters Score -617190.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -617292.375000 Penalty: 2872.529297
	Iteration 15Q: 3 clusters Score -617292.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -617370.750000 Penalty: 2872.529297
	Iteration 16Q: 3 clusters Score -617370.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -617424.750000 Penalty: 2872.529297
	Iteration 17Q: 3 clusters Score -617424.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -617453.812500 Penalty: 2872.529297
	Iteration 18Q: 3 clusters Score -617453.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -617479.375000 Penalty: 2872.529297
	Iteration 19Q: 3 clusters Score -617479.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -617492.812500 Penalty: 2872.529297
	Iteration 20F: 3 clusters Score -617492.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -617501.000000 Penalty: 2872.529297
	Iteration 21Q: 3 clusters Score -617501 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -617510.437500 Penalty: 2872.529297
	Iteration 22Q: 3 clusters Score -617510.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -617514.500000 Penalty: 2872.529297
	Iteration 23Q: 3 clusters Score -617514.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -617520.000000 Penalty: 2872.529297
	Iteration 24Q: 3 clusters Score -617520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -617523.312500 Penalty: 2872.529297
	Iteration 25Q: 3 clusters Score -617523.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -617525.687500 Penalty: 2872.529297
	Iteration 26Q: 3 clusters Score -617525.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -617527.812500 Penalty: 2872.529297
	Iteration 27Q: 3 clusters Score -617527.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -617529.062500 Penalty: 2872.529297
	Iteration 28Q: 3 clusters Score -617529.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -617534.062500 Penalty: 2872.529297
	Iteration 29Q: 3 clusters Score -617534.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -617534.437500 Penalty: 2872.529297
	Iteration 30Q: 3 clusters Score -617534.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -617536.812500 Penalty: 2872.529297
	Iteration 31Q: 3 clusters Score -617536.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -617542.812500 Penalty: 2872.529297
	Iteration 32Q: 3 clusters Score -617542.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -617545.062500 Penalty: 2872.529297
	Iteration 33Q: 3 clusters Score -617545.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -617544.312500 Penalty: 2872.529297
	Iteration 34Q: 3 clusters Score -617544.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -617546.312500 Penalty: 2872.529297
	Iteration 35Q: 3 clusters Score -617546.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -617546.937500 Penalty: 2872.529297
	Iteration 36Q: 3 clusters Score -617546.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -617547.437500 Penalty: 2872.529297
	Iteration 37Q: 3 clusters Score -617547.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -617547.437500 Penalty: 2872.529297
	Iteration 38F: 3 clusters Score -617547.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Entering Unmasked Estep 
Score: -177906.203125 Penalty: 1261.560059
	Iteration 0F: 2 clusters Score -177906.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -175621.343750 Penalty: 2523.120117
	Iteration 0F: 3 clusters Score -175621.3 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -176484.906250 Penalty: 2523.120117
	Iteration 1F: 3 clusters Score -176484.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -176760.453125 Penalty: 2523.120117
	Iteration 2F: 3 clusters Score -176760.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -176981.281250 Penalty: 2523.120117
	Iteration 3F: 3 clusters Score -176981.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -177131.828125 Penalty: 2523.120117
	Iteration 4F: 3 clusters Score -177131.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -177295.562500 Penalty: 2523.120117
	Iteration 5F: 3 clusters Score -177295.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -177446.406250 Penalty: 2523.120117
	Iteration 6Q: 3 clusters Score -177446.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -177642.703125 Penalty: 2523.120117
	Iteration 7Q: 3 clusters Score -177642.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -177763.765625 Penalty: 2523.120117
	Iteration 8Q: 3 clusters Score -177763.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -177844.062500 Penalty: 2523.120117
	Iteration 9Q: 3 clusters Score -177844.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -177908.781250 Penalty: 2523.120117
	Iteration 10Q: 3 clusters Score -177908.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -177964.359375 Penalty: 2523.120117
	Iteration 11Q: 3 clusters Score -177964.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -178015.484375 Penalty: 2523.120117
	Iteration 12Q: 3 clusters Score -178015.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -178076.453125 Penalty: 2523.120117
	Iteration 13Q: 3 clusters Score -178076.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -178144.421875 Penalty: 2523.120117
	Iteration 14Q: 3 clusters Score -178144.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -178189.796875 Penalty: 2523.120117
	Iteration 15Q: 3 clusters Score -178189.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -178223.453125 Penalty: 2523.120117
	Iteration 16Q: 3 clusters Score -178223.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -178247.937500 Penalty: 2523.120117
	Iteration 17Q: 3 clusters Score -178247.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -178265.859375 Penalty: 2523.120117
	Iteration 18Q: 3 clusters Score -178265.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -178285.968750 Penalty: 2523.120117
	Iteration 19Q: 3 clusters Score -178286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -178293.062500 Penalty: 2523.120117
	Iteration 20F: 3 clusters Score -178293.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -178296.406250 Penalty: 2523.120117
	Iteration 21Q: 3 clusters Score -178296.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -178296.406250 Penalty: 2523.120117
	Iteration 22F: 3 clusters Score -178296.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 52468 members 
Mstep: Class 3 contains 34464 members 
Mstep: Class 4 contains 11033 members 
Mstep: Class 5 contains 3272 members 
Mstep: Class 6 contains 116291 members 
Mstep: Class 7 contains 125040 members 
Mstep: Class 8 contains 26165 members 
Mstep: Class 9 contains 61409 members 
Mstep: Class 10 contains 15087 members 
Mstep: Class 11 contains 3956 members 
Mstep: Class 12 contains 60401 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1234 members 
Mstep: Class 15 contains 2288 members 
Mstep: Class 16 contains 39748 members 
Mstep: Class 17 contains 6513 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 6420 members 
Mstep: Class 20 contains 13452 members 
Mstep: Class 21 contains 14368 members 
Mstep: Class 22 contains 7518 members 
Mstep: Class 23 contains 6121 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10450 members 
Mstep: Class 26 contains 16757 members 
Mstep: Class 27 contains 116989 members 
Mstep: Class 28 contains 1378 members 
Mstep: Class 29 contains 1451 members 
Mstep: Class 30 contains 3381 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 8341 members 
Mstep: Class 34 contains 1279 members 
Mstep: Class 35 contains 7056 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9394 members 
Mstep: Class 38 contains 1116 members 
Mstep: Class 39 contains 1954 members 
Mstep: Class 40 contains 83966 members 
Mstep: Class 41 contains 6895 members 
Mstep: Class 42 contains 344 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2974 members 
Mstep: Class 45 contains 3797 members 
Mstep: Class 46 contains 2021 members 
Mstep: Class 47 contains 2009 members 
Entering Unmasked Estep 
Score: -84447456.000000 Penalty: 105190.875000
Splitting cluster 42 changes total score from -84448088.000000 to -84447456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (1268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Entering Unmasked Estep 
Score: -106942.632812 Penalty: 1161.094360
	Iteration 0F: 2 clusters Score -106942.6 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 634 members 
Entering Unmasked Estep 
Score: -105326.726562 Penalty: 2322.188721
	Iteration 0F: 3 clusters Score -105326.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -105626.062500 Penalty: 2322.188721
	Iteration 1F: 3 clusters Score -105626.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -105734.609375 Penalty: 2322.188721
	Iteration 2F: 3 clusters Score -105734.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -105798.148438 Penalty: 2322.188721
	Iteration 3Q: 3 clusters Score -105798.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -105854.742188 Penalty: 2322.188721
	Iteration 4Q: 3 clusters Score -105854.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -105908.382812 Penalty: 2322.188721
	Iteration 5Q: 3 clusters Score -105908.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -105982.046875 Penalty: 2322.188721
	Iteration 6Q: 3 clusters Score -105982 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -106075.679688 Penalty: 2322.188721
	Iteration 7Q: 3 clusters Score -106075.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -106130.437500 Penalty: 2322.188721
	Iteration 8Q: 3 clusters Score -106130.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -106174.593750 Penalty: 2322.188721
	Iteration 9Q: 3 clusters Score -106174.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -106201.953125 Penalty: 2322.188721
	Iteration 10Q: 3 clusters Score -106202 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -106231.414062 Penalty: 2322.188721
	Iteration 11Q: 3 clusters Score -106231.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -106273.250000 Penalty: 2322.188721
	Iteration 12Q: 3 clusters Score -106273.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -106337.640625 Penalty: 2322.188721
	Iteration 13Q: 3 clusters Score -106337.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -106411.140625 Penalty: 2322.188721
	Iteration 14Q: 3 clusters Score -106411.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -106459.875000 Penalty: 2322.188721
	Iteration 15Q: 3 clusters Score -106459.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -106492.382812 Penalty: 2322.188721
	Iteration 16Q: 3 clusters Score -106492.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -106511.601562 Penalty: 2322.188721
	Iteration 17Q: 3 clusters Score -106511.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -106521.367188 Penalty: 2322.188721
	Iteration 18Q: 3 clusters Score -106521.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -106523.851562 Penalty: 2322.188721
	Iteration 19Q: 3 clusters Score -106523.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -106529.750000 Penalty: 2322.188721
	Iteration 20F: 3 clusters Score -106529.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -106535.187500 Penalty: 2322.188721
	Iteration 21Q: 3 clusters Score -106535.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -106537.679688 Penalty: 2322.188721
	Iteration 22Q: 3 clusters Score -106537.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -106538.687500 Penalty: 2322.188721
	Iteration 23Q: 3 clusters Score -106538.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -106538.687500 Penalty: 2322.188721
	Iteration 24F: 3 clusters Score -106538.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Entering Unmasked Estep 
Score: -260732.718750 Penalty: 1299.620239
	Iteration 0F: 2 clusters Score -260732.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -258029.906250 Penalty: 2599.240479
	Iteration 0F: 3 clusters Score -258029.9 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -258725.625000 Penalty: 2599.240479
	Iteration 1F: 3 clusters Score -258725.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -258892.453125 Penalty: 2599.240479
	Iteration 2F: 3 clusters Score -258892.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -259017.515625 Penalty: 2599.240479
	Iteration 3F: 3 clusters Score -259017.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -259110.531250 Penalty: 2599.240479
	Iteration 4Q: 3 clusters Score -259110.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -259177.843750 Penalty: 2599.240479
	Iteration 5Q: 3 clusters Score -259177.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -259231.656250 Penalty: 2599.240479
	Iteration 6Q: 3 clusters Score -259231.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -259270.734375 Penalty: 2599.240479
	Iteration 7Q: 3 clusters Score -259270.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -259304.000000 Penalty: 2599.240479
	Iteration 8Q: 3 clusters Score -259304 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -259328.421875 Penalty: 2599.240479
	Iteration 9Q: 3 clusters Score -259328.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -259357.546875 Penalty: 2599.240479
	Iteration 10Q: 3 clusters Score -259357.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -259386.281250 Penalty: 2599.240479
	Iteration 11Q: 3 clusters Score -259386.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -259414.593750 Penalty: 2599.240479
	Iteration 12Q: 3 clusters Score -259414.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -259434.875000 Penalty: 2599.240479
	Iteration 13Q: 3 clusters Score -259434.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -259458.156250 Penalty: 2599.240479
	Iteration 14Q: 3 clusters Score -259458.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -259484.171875 Penalty: 2599.240479
	Iteration 15Q: 3 clusters Score -259484.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -259500.984375 Penalty: 2599.240479
	Iteration 16Q: 3 clusters Score -259501 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -259516.218750 Penalty: 2599.240479
	Iteration 17Q: 3 clusters Score -259516.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -259536.250000 Penalty: 2599.240479
	Iteration 18Q: 3 clusters Score -259536.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -259560.328125 Penalty: 2599.240479
	Iteration 19Q: 3 clusters Score -259560.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -259580.859375 Penalty: 2599.240479
	Iteration 20F: 3 clusters Score -259580.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -259595.687500 Penalty: 2599.240479
	Iteration 21Q: 3 clusters Score -259595.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -259608.140625 Penalty: 2599.240479
	Iteration 22Q: 3 clusters Score -259608.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -259618.875000 Penalty: 2599.240479
	Iteration 23Q: 3 clusters Score -259618.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -259627.031250 Penalty: 2599.240479
	Iteration 24Q: 3 clusters Score -259627 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -259632.625000 Penalty: 2599.240479
	Iteration 25Q: 3 clusters Score -259632.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -259637.906250 Penalty: 2599.240479
	Iteration 26Q: 3 clusters Score -259637.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -259641.593750 Penalty: 2599.240479
	Iteration 27Q: 3 clusters Score -259641.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -259646.265625 Penalty: 2599.240479
	Iteration 28Q: 3 clusters Score -259646.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -259651.218750 Penalty: 2599.240479
	Iteration 29Q: 3 clusters Score -259651.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -259660.515625 Penalty: 2599.240479
	Iteration 30Q: 3 clusters Score -259660.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -259666.718750 Penalty: 2599.240479
	Iteration 31Q: 3 clusters Score -259666.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -259671.328125 Penalty: 2599.240479
	Iteration 32Q: 3 clusters Score -259671.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -259674.546875 Penalty: 2599.240479
	Iteration 33Q: 3 clusters Score -259674.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -259678.859375 Penalty: 2599.240479
	Iteration 34Q: 3 clusters Score -259678.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -259682.500000 Penalty: 2599.240479
	Iteration 35Q: 3 clusters Score -259682.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -259684.859375 Penalty: 2599.240479
	Iteration 36Q: 3 clusters Score -259684.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -259689.156250 Penalty: 2599.240479
	Iteration 37Q: 3 clusters Score -259689.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -259692.484375 Penalty: 2599.240479
	Iteration 38Q: 3 clusters Score -259692.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -259698.578125 Penalty: 2599.240479
	Iteration 39Q: 3 clusters Score -259698.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -259702.921875 Penalty: 2599.240479
	Iteration 40F: 3 clusters Score -259702.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -259708.750000 Penalty: 2599.240479
	Iteration 41Q: 3 clusters Score -259708.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -259717.265625 Penalty: 2599.240479
	Iteration 42Q: 3 clusters Score -259717.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -259723.515625 Penalty: 2599.240479
	Iteration 43Q: 3 clusters Score -259723.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -259729.312500 Penalty: 2599.240479
	Iteration 44Q: 3 clusters Score -259729.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -259744.078125 Penalty: 2599.240479
	Iteration 45Q: 3 clusters Score -259744.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -259761.390625 Penalty: 2599.240479
	Iteration 46Q: 3 clusters Score -259761.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -259775.437500 Penalty: 2599.240479
	Iteration 47Q: 3 clusters Score -259775.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -259783.656250 Penalty: 2599.240479
	Iteration 48Q: 3 clusters Score -259783.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -259792.203125 Penalty: 2599.240479
	Iteration 49Q: 3 clusters Score -259792.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -259801.328125 Penalty: 2599.240479
	Iteration 50Q: 3 clusters Score -259801.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -259812.812500 Penalty: 2599.240479
	Iteration 51Q: 3 clusters Score -259812.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -259834.000000 Penalty: 2599.240479
	Iteration 52Q: 3 clusters Score -259834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -259849.343750 Penalty: 2599.240479
	Iteration 53Q: 3 clusters Score -259849.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -259862.296875 Penalty: 2599.240479
	Iteration 54Q: 3 clusters Score -259862.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -259874.078125 Penalty: 2599.240479
	Iteration 55Q: 3 clusters Score -259874.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -259886.500000 Penalty: 2599.240479
	Iteration 56Q: 3 clusters Score -259886.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -259904.000000 Penalty: 2599.240479
	Iteration 57Q: 3 clusters Score -259904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -259914.500000 Penalty: 2599.240479
	Iteration 58Q: 3 clusters Score -259914.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -259920.218750 Penalty: 2599.240479
	Iteration 59Q: 3 clusters Score -259920.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -259922.609375 Penalty: 2599.240479
	Iteration 60F: 3 clusters Score -259922.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -259923.250000 Penalty: 2599.240479
	Iteration 61Q: 3 clusters Score -259923.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -259924.750000 Penalty: 2599.240479
	Iteration 62Q: 3 clusters Score -259924.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -259925.187500 Penalty: 2599.240479
	Iteration 63Q: 3 clusters Score -259925.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -259926.109375 Penalty: 2599.240479
	Iteration 64Q: 3 clusters Score -259926.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -259927.218750 Penalty: 2599.240479
	Iteration 65Q: 3 clusters Score -259927.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -259927.890625 Penalty: 2599.240479
	Iteration 66Q: 3 clusters Score -259927.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -259928.109375 Penalty: 2599.240479
	Iteration 67Q: 3 clusters Score -259928.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -259928.171875 Penalty: 2599.240479
	Iteration 68Q: 3 clusters Score -259928.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -259928.687500 Penalty: 2599.240479
	Iteration 69Q: 3 clusters Score -259928.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -259928.687500 Penalty: 2599.240479
	Iteration 70F: 3 clusters Score -259928.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Entering Unmasked Estep 
Score: -343965.812500 Penalty: 1339.319458
	Iteration 0F: 2 clusters Score -343965.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -340757.718750 Penalty: 2678.638916
	Iteration 0F: 3 clusters Score -340757.7 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -341640.875000 Penalty: 2678.638916
	Iteration 1F: 3 clusters Score -341640.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -341820.437500 Penalty: 2678.638916
	Iteration 2F: 3 clusters Score -341820.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -341939.125000 Penalty: 2678.638916
	Iteration 3F: 3 clusters Score -341939.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -342038.593750 Penalty: 2678.638916
	Iteration 4Q: 3 clusters Score -342038.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -342118.875000 Penalty: 2678.638916
	Iteration 5Q: 3 clusters Score -342118.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -342194.937500 Penalty: 2678.638916
	Iteration 6Q: 3 clusters Score -342194.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -342278.000000 Penalty: 2678.638916
	Iteration 7Q: 3 clusters Score -342278 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -342361.937500 Penalty: 2678.638916
	Iteration 8Q: 3 clusters Score -342361.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -342450.375000 Penalty: 2678.638916
	Iteration 9Q: 3 clusters Score -342450.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -342532.875000 Penalty: 2678.638916
	Iteration 10Q: 3 clusters Score -342532.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -342607.062500 Penalty: 2678.638916
	Iteration 11Q: 3 clusters Score -342607.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -342674.562500 Penalty: 2678.638916
	Iteration 12Q: 3 clusters Score -342674.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -342727.343750 Penalty: 2678.638916
	Iteration 13Q: 3 clusters Score -342727.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -342767.906250 Penalty: 2678.638916
	Iteration 14Q: 3 clusters Score -342767.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -342812.187500 Penalty: 2678.638916
	Iteration 15Q: 3 clusters Score -342812.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -342850.218750 Penalty: 2678.638916
	Iteration 16Q: 3 clusters Score -342850.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -342878.375000 Penalty: 2678.638916
	Iteration 17Q: 3 clusters Score -342878.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -342910.437500 Penalty: 2678.638916
	Iteration 18Q: 3 clusters Score -342910.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -342935.125000 Penalty: 2678.638916
	Iteration 19Q: 3 clusters Score -342935.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -342950.843750 Penalty: 2678.638916
	Iteration 20F: 3 clusters Score -342950.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -342959.625000 Penalty: 2678.638916
	Iteration 21Q: 3 clusters Score -342959.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -342966.437500 Penalty: 2678.638916
	Iteration 22Q: 3 clusters Score -342966.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -342976.281250 Penalty: 2678.638916
	Iteration 23Q: 3 clusters Score -342976.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -342989.843750 Penalty: 2678.638916
	Iteration 24Q: 3 clusters Score -342989.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -343006.062500 Penalty: 2678.638916
	Iteration 25Q: 3 clusters Score -343006.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -343015.812500 Penalty: 2678.638916
	Iteration 26Q: 3 clusters Score -343015.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -343021.375000 Penalty: 2678.638916
	Iteration 27Q: 3 clusters Score -343021.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -343028.093750 Penalty: 2678.638916
	Iteration 28Q: 3 clusters Score -343028.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -343032.468750 Penalty: 2678.638916
	Iteration 29Q: 3 clusters Score -343032.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -343037.937500 Penalty: 2678.638916
	Iteration 30Q: 3 clusters Score -343037.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -343040.593750 Penalty: 2678.638916
	Iteration 31Q: 3 clusters Score -343040.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -343041.500000 Penalty: 2678.638916
	Iteration 32Q: 3 clusters Score -343041.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -343041.500000 Penalty: 2678.638916
	Iteration 33F: 3 clusters Score -343041.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Entering Unmasked Estep 
Score: -178941.156250 Penalty: 1236.843994
	Iteration 0F: 2 clusters Score -178941.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -176846.375000 Penalty: 2473.687988
	Iteration 0F: 3 clusters Score -176846.4 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -177348.843750 Penalty: 2473.687988
	Iteration 1F: 3 clusters Score -177348.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -177488.265625 Penalty: 2473.687988
	Iteration 2F: 3 clusters Score -177488.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -177566.015625 Penalty: 2473.687988
	Iteration 3F: 3 clusters Score -177566 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -177617.609375 Penalty: 2473.687988
	Iteration 4Q: 3 clusters Score -177617.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -177648.125000 Penalty: 2473.687988
	Iteration 5Q: 3 clusters Score -177648.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -177665.625000 Penalty: 2473.687988
	Iteration 6Q: 3 clusters Score -177665.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -177685.500000 Penalty: 2473.687988
	Iteration 7Q: 3 clusters Score -177685.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -177708.312500 Penalty: 2473.687988
	Iteration 8Q: 3 clusters Score -177708.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -177728.687500 Penalty: 2473.687988
	Iteration 9Q: 3 clusters Score -177728.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -177751.312500 Penalty: 2473.687988
	Iteration 10Q: 3 clusters Score -177751.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -177788.515625 Penalty: 2473.687988
	Iteration 11Q: 3 clusters Score -177788.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -177839.484375 Penalty: 2473.687988
	Iteration 12Q: 3 clusters Score -177839.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -177890.328125 Penalty: 2473.687988
	Iteration 13Q: 3 clusters Score -177890.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -177945.812500 Penalty: 2473.687988
	Iteration 14Q: 3 clusters Score -177945.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -177996.171875 Penalty: 2473.687988
	Iteration 15Q: 3 clusters Score -177996.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -178027.828125 Penalty: 2473.687988
	Iteration 16Q: 3 clusters Score -178027.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -178056.109375 Penalty: 2473.687988
	Iteration 17Q: 3 clusters Score -178056.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -178086.062500 Penalty: 2473.687988
	Iteration 18Q: 3 clusters Score -178086.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -178118.031250 Penalty: 2473.687988
	Iteration 19Q: 3 clusters Score -178118 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -178149.093750 Penalty: 2473.687988
	Iteration 20F: 3 clusters Score -178149.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -178164.640625 Penalty: 2473.687988
	Iteration 21Q: 3 clusters Score -178164.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -178178.281250 Penalty: 2473.687988
	Iteration 22Q: 3 clusters Score -178178.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -178194.656250 Penalty: 2473.687988
	Iteration 23Q: 3 clusters Score -178194.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -178206.609375 Penalty: 2473.687988
	Iteration 24Q: 3 clusters Score -178206.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -178221.156250 Penalty: 2473.687988
	Iteration 25Q: 3 clusters Score -178221.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -178236.687500 Penalty: 2473.687988
	Iteration 26Q: 3 clusters Score -178236.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -178249.968750 Penalty: 2473.687988
	Iteration 27Q: 3 clusters Score -178250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -178264.125000 Penalty: 2473.687988
	Iteration 28Q: 3 clusters Score -178264.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -178276.468750 Penalty: 2473.687988
	Iteration 29Q: 3 clusters Score -178276.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -178281.828125 Penalty: 2473.687988
	Iteration 30Q: 3 clusters Score -178281.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -178285.375000 Penalty: 2473.687988
	Iteration 31Q: 3 clusters Score -178285.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -178287.828125 Penalty: 2473.687988
	Iteration 32Q: 3 clusters Score -178287.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -178293.046875 Penalty: 2473.687988
	Iteration 33Q: 3 clusters Score -178293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -178297.765625 Penalty: 2473.687988
	Iteration 34Q: 3 clusters Score -178297.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -178300.687500 Penalty: 2473.687988
	Iteration 35Q: 3 clusters Score -178300.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -178302.109375 Penalty: 2473.687988
	Iteration 36Q: 3 clusters Score -178302.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -178303.843750 Penalty: 2473.687988
	Iteration 37Q: 3 clusters Score -178303.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -178304.734375 Penalty: 2473.687988
	Iteration 38Q: 3 clusters Score -178304.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -178304.734375 Penalty: 2473.687988
	Iteration 39F: 3 clusters Score -178304.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 52468 members 
Mstep: Class 3 contains 34464 members 
Mstep: Class 4 contains 11033 members 
Mstep: Class 5 contains 3272 members 
Mstep: Class 6 contains 116291 members 
Mstep: Class 7 contains 125040 members 
Mstep: Class 8 contains 26165 members 
Mstep: Class 9 contains 61409 members 
Mstep: Class 10 contains 15087 members 
Mstep: Class 11 contains 3956 members 
Mstep: Class 12 contains 60401 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 1234 members 
Mstep: Class 15 contains 2288 members 
Mstep: Class 16 contains 39748 members 
Mstep: Class 17 contains 6513 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 6420 members 
Mstep: Class 20 contains 13452 members 
Mstep: Class 21 contains 14368 members 
Mstep: Class 22 contains 7518 members 
Mstep: Class 23 contains 6121 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10450 members 
Mstep: Class 26 contains 16757 members 
Mstep: Class 27 contains 116989 members 
Mstep: Class 28 contains 1378 members 
Mstep: Class 29 contains 1451 members 
Mstep: Class 30 contains 3381 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 8341 members 
Mstep: Class 34 contains 1279 members 
Mstep: Class 35 contains 7056 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9394 members 
Mstep: Class 38 contains 1116 members 
Mstep: Class 39 contains 1954 members 
Mstep: Class 40 contains 83966 members 
Mstep: Class 41 contains 6895 members 
Mstep: Class 42 contains 2353 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2974 members 
Mstep: Class 45 contains 3797 members 
Mstep: Class 46 contains 2021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448000.000000 Penalty: 102952.773438
Iteration 159Q: 47 clusters Score -8.4448e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 52468 members 
Mstep: Class 3 contains 34369 members 
Mstep: Class 4 contains 11033 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 116289 members 
Mstep: Class 7 contains 125038 members 
Mstep: Class 8 contains 26173 members 
Mstep: Class 9 contains 61379 members 
Mstep: Class 10 contains 15086 members 
Mstep: Class 11 contains 3924 members 
Mstep: Class 12 contains 60403 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1233 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 16 contains 39745 members 
Mstep: Class 17 contains 6499 members 
Mstep: Class 18 contains 59428 members 
Mstep: Class 19 contains 6438 members 
Mstep: Class 20 contains 13486 members 
Mstep: Class 21 contains 14369 members 
Mstep: Class 22 contains 7532 members 
Mstep: Class 23 contains 6121 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10451 members 
Mstep: Class 26 contains 16762 members 
Mstep: Class 27 contains 116933 members 
Mstep: Class 28 contains 1378 members 
Mstep: Class 29 contains 1450 members 
Mstep: Class 30 contains 3379 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4500 members 
Mstep: Class 33 contains 8342 members 
Mstep: Class 34 contains 1278 members 
Mstep: Class 35 contains 7063 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9415 members 
Mstep: Class 38 contains 1132 members 
Mstep: Class 39 contains 1954 members 
Mstep: Class 40 contains 84091 members 
Mstep: Class 41 contains 6890 members 
Mstep: Class 42 contains 2350 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2972 members 
Mstep: Class 45 contains 3797 members 
Mstep: Class 46 contains 2024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448024.000000 Penalty: 102952.773438
Iteration 160F: 47 clusters Score -8.444802e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 52468 members 
Mstep: Class 3 contains 34271 members 
Mstep: Class 4 contains 11033 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 116291 members 
Mstep: Class 7 contains 125030 members 
Mstep: Class 8 contains 26186 members 
Mstep: Class 9 contains 61341 members 
Mstep: Class 10 contains 15086 members 
Mstep: Class 11 contains 3898 members 
Mstep: Class 12 contains 60403 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1233 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 16 contains 39741 members 
Mstep: Class 17 contains 6491 members 
Mstep: Class 18 contains 59431 members 
Mstep: Class 19 contains 6455 members 
Mstep: Class 20 contains 13510 members 
Mstep: Class 21 contains 14370 members 
Mstep: Class 22 contains 7546 members 
Mstep: Class 23 contains 6121 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10450 members 
Mstep: Class 26 contains 16771 members 
Mstep: Class 27 contains 116881 members 
Mstep: Class 28 contains 1376 members 
Mstep: Class 29 contains 1450 members 
Mstep: Class 30 contains 3374 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4502 members 
Mstep: Class 33 contains 8352 members 
Mstep: Class 34 contains 1278 members 
Mstep: Class 35 contains 7068 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9428 members 
Mstep: Class 38 contains 1144 members 
Mstep: Class 39 contains 1954 members 
Mstep: Class 40 contains 84215 members 
Mstep: Class 41 contains 6890 members 
Mstep: Class 42 contains 2350 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2973 members 
Mstep: Class 45 contains 3797 members 
Mstep: Class 46 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84447944.000000 Penalty: 102952.773438
Iteration 161Q: 47 clusters Score -8.444794e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 52468 members 
Mstep: Class 3 contains 34198 members 
Mstep: Class 4 contains 11034 members 
Mstep: Class 5 contains 3270 members 
Mstep: Class 6 contains 116287 members 
Mstep: Class 7 contains 125025 members 
Mstep: Class 8 contains 26208 members 
Mstep: Class 9 contains 61321 members 
Mstep: Class 10 contains 15083 members 
Mstep: Class 11 contains 3874 members 
Mstep: Class 12 contains 60396 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1233 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 16 contains 39737 members 
Mstep: Class 17 contains 6480 members 
Mstep: Class 18 contains 59433 members 
Mstep: Class 19 contains 6468 members 
Mstep: Class 20 contains 13531 members 
Mstep: Class 21 contains 14365 members 
Mstep: Class 22 contains 7555 members 
Mstep: Class 23 contains 6121 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10452 members 
Mstep: Class 26 contains 16777 members 
Mstep: Class 27 contains 116832 members 
Mstep: Class 28 contains 1374 members 
Mstep: Class 29 contains 1449 members 
Mstep: Class 30 contains 3374 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4503 members 
Mstep: Class 33 contains 8355 members 
Mstep: Class 34 contains 1278 members 
Mstep: Class 35 contains 7070 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9440 members 
Mstep: Class 38 contains 1155 members 
Mstep: Class 39 contains 1954 members 
Mstep: Class 40 contains 84337 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 2348 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2972 members 
Mstep: Class 45 contains 3798 members 
Mstep: Class 46 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448088.000000 Penalty: 102952.773438
Iteration 162Q: 47 clusters Score -8.444809e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 34113 members 
Mstep: Class 4 contains 11034 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 116275 members 
Mstep: Class 7 contains 125019 members 
Mstep: Class 8 contains 26235 members 
Mstep: Class 9 contains 61293 members 
Mstep: Class 10 contains 15083 members 
Mstep: Class 11 contains 3853 members 
Mstep: Class 12 contains 60388 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1233 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 39739 members 
Mstep: Class 17 contains 6475 members 
Mstep: Class 18 contains 59436 members 
Mstep: Class 19 contains 6488 members 
Mstep: Class 20 contains 13560 members 
Mstep: Class 21 contains 14369 members 
Mstep: Class 22 contains 7561 members 
Mstep: Class 23 contains 6121 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10456 members 
Mstep: Class 26 contains 16783 members 
Mstep: Class 27 contains 116776 members 
Mstep: Class 28 contains 1372 members 
Mstep: Class 29 contains 1447 members 
Mstep: Class 30 contains 3371 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4504 members 
Mstep: Class 33 contains 8354 members 
Mstep: Class 34 contains 1278 members 
Mstep: Class 35 contains 7067 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9450 members 
Mstep: Class 38 contains 1157 members 
Mstep: Class 39 contains 1954 members 
Mstep: Class 40 contains 84464 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 2348 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2973 members 
Mstep: Class 45 contains 3798 members 
Mstep: Class 46 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448016.000000 Penalty: 102952.773438
Iteration 163Q: 47 clusters Score -8.444802e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 52470 members 
Mstep: Class 3 contains 34030 members 
Mstep: Class 4 contains 11032 members 
Mstep: Class 5 contains 3272 members 
Mstep: Class 6 contains 116257 members 
Mstep: Class 7 contains 125012 members 
Mstep: Class 8 contains 26254 members 
Mstep: Class 9 contains 61281 members 
Mstep: Class 10 contains 15081 members 
Mstep: Class 11 contains 3841 members 
Mstep: Class 12 contains 60383 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1233 members 
Mstep: Class 15 contains 2291 members 
Mstep: Class 16 contains 39741 members 
Mstep: Class 17 contains 6471 members 
Mstep: Class 18 contains 59441 members 
Mstep: Class 19 contains 6517 members 
Mstep: Class 20 contains 13572 members 
Mstep: Class 21 contains 14365 members 
Mstep: Class 22 contains 7565 members 
Mstep: Class 23 contains 6120 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10462 members 
Mstep: Class 26 contains 16789 members 
Mstep: Class 27 contains 116724 members 
Mstep: Class 28 contains 1371 members 
Mstep: Class 29 contains 1447 members 
Mstep: Class 30 contains 3369 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4507 members 
Mstep: Class 33 contains 8360 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 7068 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9457 members 
Mstep: Class 38 contains 1159 members 
Mstep: Class 39 contains 1954 members 
Mstep: Class 40 contains 84582 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 2347 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2972 members 
Mstep: Class 45 contains 3798 members 
Mstep: Class 46 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84447928.000000 Penalty: 102952.773438
Iteration 164Q: 47 clusters Score -8.444793e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 52470 members 
Mstep: Class 3 contains 33958 members 
Mstep: Class 4 contains 11033 members 
Mstep: Class 5 contains 3273 members 
Mstep: Class 6 contains 116244 members 
Mstep: Class 7 contains 124996 members 
Mstep: Class 8 contains 26270 members 
Mstep: Class 9 contains 61266 members 
Mstep: Class 10 contains 15079 members 
Mstep: Class 11 contains 3834 members 
Mstep: Class 12 contains 60376 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1234 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 16 contains 39743 members 
Mstep: Class 17 contains 6466 members 
Mstep: Class 18 contains 59442 members 
Mstep: Class 19 contains 6535 members 
Mstep: Class 20 contains 13587 members 
Mstep: Class 21 contains 14367 members 
Mstep: Class 22 contains 7569 members 
Mstep: Class 23 contains 6119 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10460 members 
Mstep: Class 26 contains 16789 members 
Mstep: Class 27 contains 116668 members 
Mstep: Class 28 contains 1368 members 
Mstep: Class 29 contains 1447 members 
Mstep: Class 30 contains 3369 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4509 members 
Mstep: Class 33 contains 8369 members 
Mstep: Class 34 contains 1277 members 
Mstep: Class 35 contains 7068 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9465 members 
Mstep: Class 38 contains 1164 members 
Mstep: Class 39 contains 1953 members 
Mstep: Class 40 contains 84707 members 
Mstep: Class 41 contains 6888 members 
Mstep: Class 42 contains 2343 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2974 members 
Mstep: Class 45 contains 3799 members 
Mstep: Class 46 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448128.000000 Penalty: 102952.773438
Iteration 165Q: 47 clusters Score -8.444813e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 52470 members 
Mstep: Class 3 contains 33895 members 
Mstep: Class 4 contains 11032 members 
Mstep: Class 5 contains 3272 members 
Mstep: Class 6 contains 116232 members 
Mstep: Class 7 contains 124986 members 
Mstep: Class 8 contains 26295 members 
Mstep: Class 9 contains 61256 members 
Mstep: Class 10 contains 15079 members 
Mstep: Class 11 contains 3830 members 
Mstep: Class 12 contains 60369 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1234 members 
Mstep: Class 15 contains 2295 members 
Mstep: Class 16 contains 39745 members 
Mstep: Class 17 contains 6462 members 
Mstep: Class 18 contains 59437 members 
Mstep: Class 19 contains 6549 members 
Mstep: Class 20 contains 13591 members 
Mstep: Class 21 contains 14366 members 
Mstep: Class 22 contains 7578 members 
Mstep: Class 23 contains 6120 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10459 members 
Mstep: Class 26 contains 16797 members 
Mstep: Class 27 contains 116606 members 
Mstep: Class 28 contains 1367 members 
Mstep: Class 29 contains 1447 members 
Mstep: Class 30 contains 3370 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4509 members 
Mstep: Class 33 contains 8376 members 
Mstep: Class 34 contains 1275 members 
Mstep: Class 35 contains 7074 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9475 members 
Mstep: Class 38 contains 1170 members 
Mstep: Class 39 contains 1953 members 
Mstep: Class 40 contains 84811 members 
Mstep: Class 41 contains 6888 members 
Mstep: Class 42 contains 2341 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2975 members 
Mstep: Class 45 contains 3799 members 
Mstep: Class 46 contains 2024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448112.000000 Penalty: 102952.773438
Iteration 166Q: 47 clusters Score -8.444811e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 52471 members 
Mstep: Class 3 contains 33811 members 
Mstep: Class 4 contains 11030 members 
Mstep: Class 5 contains 3272 members 
Mstep: Class 6 contains 116235 members 
Mstep: Class 7 contains 124977 members 
Mstep: Class 8 contains 26308 members 
Mstep: Class 9 contains 61245 members 
Mstep: Class 10 contains 15077 members 
Mstep: Class 11 contains 3821 members 
Mstep: Class 12 contains 60369 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1234 members 
Mstep: Class 15 contains 2296 members 
Mstep: Class 16 contains 39748 members 
Mstep: Class 17 contains 6462 members 
Mstep: Class 18 contains 59436 members 
Mstep: Class 19 contains 6571 members 
Mstep: Class 20 contains 13605 members 
Mstep: Class 21 contains 14367 members 
Mstep: Class 22 contains 7584 members 
Mstep: Class 23 contains 6120 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10460 members 
Mstep: Class 26 contains 16808 members 
Mstep: Class 27 contains 116556 members 
Mstep: Class 28 contains 1365 members 
Mstep: Class 29 contains 1447 members 
Mstep: Class 30 contains 3370 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4504 members 
Mstep: Class 33 contains 8381 members 
Mstep: Class 34 contains 1275 members 
Mstep: Class 35 contains 7077 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9479 members 
Mstep: Class 38 contains 1171 members 
Mstep: Class 39 contains 1953 members 
Mstep: Class 40 contains 84918 members 
Mstep: Class 41 contains 6886 members 
Mstep: Class 42 contains 2335 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2975 members 
Mstep: Class 45 contains 3801 members 
Mstep: Class 46 contains 2024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448080.000000 Penalty: 102952.773438
Iteration 167Q: 47 clusters Score -8.444808e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 52472 members 
Mstep: Class 3 contains 33716 members 
Mstep: Class 4 contains 11027 members 
Mstep: Class 5 contains 3272 members 
Mstep: Class 6 contains 116228 members 
Mstep: Class 7 contains 124959 members 
Mstep: Class 8 contains 26318 members 
Mstep: Class 9 contains 61236 members 
Mstep: Class 10 contains 15079 members 
Mstep: Class 11 contains 3813 members 
Mstep: Class 12 contains 60373 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1234 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 39749 members 
Mstep: Class 17 contains 6463 members 
Mstep: Class 18 contains 59436 members 
Mstep: Class 19 contains 6590 members 
Mstep: Class 20 contains 13615 members 
Mstep: Class 21 contains 14364 members 
Mstep: Class 22 contains 7593 members 
Mstep: Class 23 contains 6122 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10464 members 
Mstep: Class 26 contains 16812 members 
Mstep: Class 27 contains 116502 members 
Mstep: Class 28 contains 1364 members 
Mstep: Class 29 contains 1447 members 
Mstep: Class 30 contains 3368 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4501 members 
Mstep: Class 33 contains 8390 members 
Mstep: Class 34 contains 1275 members 
Mstep: Class 35 contains 7083 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9484 members 
Mstep: Class 38 contains 1171 members 
Mstep: Class 39 contains 1953 members 
Mstep: Class 40 contains 85044 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 2331 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2975 members 
Mstep: Class 45 contains 3802 members 
Mstep: Class 46 contains 2024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448016.000000 Penalty: 102952.773438
Iteration 168Q: 47 clusters Score -8.444802e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 52471 members 
Mstep: Class 3 contains 33628 members 
Mstep: Class 4 contains 11025 members 
Mstep: Class 5 contains 3272 members 
Mstep: Class 6 contains 116234 members 
Mstep: Class 7 contains 124944 members 
Mstep: Class 8 contains 26334 members 
Mstep: Class 9 contains 61226 members 
Mstep: Class 10 contains 15079 members 
Mstep: Class 11 contains 3805 members 
Mstep: Class 12 contains 60378 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1234 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 39743 members 
Mstep: Class 17 contains 6460 members 
Mstep: Class 18 contains 59436 members 
Mstep: Class 19 contains 6613 members 
Mstep: Class 20 contains 13626 members 
Mstep: Class 21 contains 14363 members 
Mstep: Class 22 contains 7607 members 
Mstep: Class 23 contains 6125 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10470 members 
Mstep: Class 26 contains 16817 members 
Mstep: Class 27 contains 116437 members 
Mstep: Class 28 contains 1360 members 
Mstep: Class 29 contains 1447 members 
Mstep: Class 30 contains 3366 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4499 members 
Mstep: Class 33 contains 8395 members 
Mstep: Class 34 contains 1275 members 
Mstep: Class 35 contains 7090 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9491 members 
Mstep: Class 38 contains 1172 members 
Mstep: Class 39 contains 1953 members 
Mstep: Class 40 contains 85159 members 
Mstep: Class 41 contains 6886 members 
Mstep: Class 42 contains 2329 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2975 members 
Mstep: Class 45 contains 3802 members 
Mstep: Class 46 contains 2024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448040.000000 Penalty: 102952.773438
Iteration 169Q: 47 clusters Score -8.444804e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 52470 members 
Mstep: Class 3 contains 33529 members 
Mstep: Class 4 contains 11024 members 
Mstep: Class 5 contains 3273 members 
Mstep: Class 6 contains 116236 members 
Mstep: Class 7 contains 124929 members 
Mstep: Class 8 contains 26352 members 
Mstep: Class 9 contains 61206 members 
Mstep: Class 10 contains 15078 members 
Mstep: Class 11 contains 3796 members 
Mstep: Class 12 contains 60378 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1234 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 39742 members 
Mstep: Class 17 contains 6462 members 
Mstep: Class 18 contains 59433 members 
Mstep: Class 19 contains 6634 members 
Mstep: Class 20 contains 13631 members 
Mstep: Class 21 contains 14360 members 
Mstep: Class 22 contains 7614 members 
Mstep: Class 23 contains 6127 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10473 members 
Mstep: Class 26 contains 16826 members 
Mstep: Class 27 contains 116388 members 
Mstep: Class 28 contains 1359 members 
Mstep: Class 29 contains 1447 members 
Mstep: Class 30 contains 3363 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4493 members 
Mstep: Class 33 contains 8407 members 
Mstep: Class 34 contains 1275 members 
Mstep: Class 35 contains 7095 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9500 members 
Mstep: Class 38 contains 1173 members 
Mstep: Class 39 contains 1953 members 
Mstep: Class 40 contains 85282 members 
Mstep: Class 41 contains 6884 members 
Mstep: Class 42 contains 2326 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2975 members 
Mstep: Class 45 contains 3800 members 
Mstep: Class 46 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84447976.000000 Penalty: 102952.773438
Iteration 170Q: 47 clusters Score -8.444798e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 52470 members 
Mstep: Class 3 contains 33466 members 
Mstep: Class 4 contains 11024 members 
Mstep: Class 5 contains 3272 members 
Mstep: Class 6 contains 116223 members 
Mstep: Class 7 contains 124910 members 
Mstep: Class 8 contains 26372 members 
Mstep: Class 9 contains 61188 members 
Mstep: Class 10 contains 15078 members 
Mstep: Class 11 contains 3794 members 
Mstep: Class 12 contains 60378 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1235 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 16 contains 39744 members 
Mstep: Class 17 contains 6459 members 
Mstep: Class 18 contains 59433 members 
Mstep: Class 19 contains 6651 members 
Mstep: Class 20 contains 13624 members 
Mstep: Class 21 contains 14360 members 
Mstep: Class 22 contains 7622 members 
Mstep: Class 23 contains 6127 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10476 members 
Mstep: Class 26 contains 16835 members 
Mstep: Class 27 contains 116340 members 
Mstep: Class 28 contains 1358 members 
Mstep: Class 29 contains 1447 members 
Mstep: Class 30 contains 3360 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4491 members 
Mstep: Class 33 contains 8412 members 
Mstep: Class 34 contains 1275 members 
Mstep: Class 35 contains 7096 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9505 members 
Mstep: Class 38 contains 1174 members 
Mstep: Class 39 contains 1953 members 
Mstep: Class 40 contains 85398 members 
Mstep: Class 41 contains 6883 members 
Mstep: Class 42 contains 2323 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2975 members 
Mstep: Class 45 contains 3799 members 
Mstep: Class 46 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448104.000000 Penalty: 102952.773438
Iteration 171Q: 47 clusters Score -8.44481e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 52470 members 
Mstep: Class 3 contains 33380 members 
Mstep: Class 4 contains 11024 members 
Mstep: Class 5 contains 3273 members 
Mstep: Class 6 contains 116214 members 
Mstep: Class 7 contains 124893 members 
Mstep: Class 8 contains 26387 members 
Mstep: Class 9 contains 61167 members 
Mstep: Class 10 contains 15078 members 
Mstep: Class 11 contains 3794 members 
Mstep: Class 12 contains 60376 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1235 members 
Mstep: Class 15 contains 2309 members 
Mstep: Class 16 contains 39746 members 
Mstep: Class 17 contains 6459 members 
Mstep: Class 18 contains 59431 members 
Mstep: Class 19 contains 6668 members 
Mstep: Class 20 contains 13616 members 
Mstep: Class 21 contains 14361 members 
Mstep: Class 22 contains 7627 members 
Mstep: Class 23 contains 6127 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10479 members 
Mstep: Class 26 contains 16840 members 
Mstep: Class 27 contains 116305 members 
Mstep: Class 28 contains 1357 members 
Mstep: Class 29 contains 1448 members 
Mstep: Class 30 contains 3360 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4489 members 
Mstep: Class 33 contains 8413 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 7101 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9507 members 
Mstep: Class 38 contains 1174 members 
Mstep: Class 39 contains 1953 members 
Mstep: Class 40 contains 85528 members 
Mstep: Class 41 contains 6881 members 
Mstep: Class 42 contains 2324 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2975 members 
Mstep: Class 45 contains 3799 members 
Mstep: Class 46 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448120.000000 Penalty: 102952.773438
Iteration 172Q: 47 clusters Score -8.444812e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 52470 members 
Mstep: Class 3 contains 33310 members 
Mstep: Class 4 contains 11025 members 
Mstep: Class 5 contains 3273 members 
Mstep: Class 6 contains 116201 members 
Mstep: Class 7 contains 124870 members 
Mstep: Class 8 contains 26396 members 
Mstep: Class 9 contains 61159 members 
Mstep: Class 10 contains 15078 members 
Mstep: Class 11 contains 3790 members 
Mstep: Class 12 contains 60374 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1235 members 
Mstep: Class 15 contains 2309 members 
Mstep: Class 16 contains 39747 members 
Mstep: Class 17 contains 6456 members 
Mstep: Class 18 contains 59429 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 13617 members 
Mstep: Class 21 contains 14362 members 
Mstep: Class 22 contains 7637 members 
Mstep: Class 23 contains 6127 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10480 members 
Mstep: Class 26 contains 16840 members 
Mstep: Class 27 contains 116268 members 
Mstep: Class 28 contains 1356 members 
Mstep: Class 29 contains 1448 members 
Mstep: Class 30 contains 3360 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4487 members 
Mstep: Class 33 contains 8413 members 
Mstep: Class 34 contains 1275 members 
Mstep: Class 35 contains 7107 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9512 members 
Mstep: Class 38 contains 1175 members 
Mstep: Class 39 contains 1953 members 
Mstep: Class 40 contains 85651 members 
Mstep: Class 41 contains 6873 members 
Mstep: Class 42 contains 2325 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2975 members 
Mstep: Class 45 contains 3799 members 
Mstep: Class 46 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448192.000000 Penalty: 102952.773438
Iteration 173Q: 47 clusters Score -8.444819e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 33245 members 
Mstep: Class 4 contains 11026 members 
Mstep: Class 5 contains 3273 members 
Mstep: Class 6 contains 116189 members 
Mstep: Class 7 contains 124847 members 
Mstep: Class 8 contains 26402 members 
Mstep: Class 9 contains 61144 members 
Mstep: Class 10 contains 15078 members 
Mstep: Class 11 contains 3786 members 
Mstep: Class 12 contains 60367 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1234 members 
Mstep: Class 15 contains 2309 members 
Mstep: Class 16 contains 39754 members 
Mstep: Class 17 contains 6453 members 
Mstep: Class 18 contains 59427 members 
Mstep: Class 19 contains 6702 members 
Mstep: Class 20 contains 13624 members 
Mstep: Class 21 contains 14362 members 
Mstep: Class 22 contains 7646 members 
Mstep: Class 23 contains 6127 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10482 members 
Mstep: Class 26 contains 16843 members 
Mstep: Class 27 contains 116223 members 
Mstep: Class 28 contains 1355 members 
Mstep: Class 29 contains 1448 members 
Mstep: Class 30 contains 3360 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4479 members 
Mstep: Class 33 contains 8423 members 
Mstep: Class 34 contains 1274 members 
Mstep: Class 35 contains 7111 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9519 members 
Mstep: Class 38 contains 1177 members 
Mstep: Class 39 contains 1953 members 
Mstep: Class 40 contains 85772 members 
Mstep: Class 41 contains 6868 members 
Mstep: Class 42 contains 2325 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2975 members 
Mstep: Class 45 contains 3799 members 
Mstep: Class 46 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448192.000000 Penalty: 102952.773438
Iteration 174Q: 47 clusters Score -8.444819e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 33150 members 
Mstep: Class 4 contains 11026 members 
Mstep: Class 5 contains 3272 members 
Mstep: Class 6 contains 116184 members 
Mstep: Class 7 contains 124840 members 
Mstep: Class 8 contains 26404 members 
Mstep: Class 9 contains 61130 members 
Mstep: Class 10 contains 15077 members 
Mstep: Class 11 contains 3784 members 
Mstep: Class 12 contains 60363 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1235 members 
Mstep: Class 15 contains 2309 members 
Mstep: Class 16 contains 39759 members 
Mstep: Class 17 contains 6453 members 
Mstep: Class 18 contains 59425 members 
Mstep: Class 19 contains 6726 members 
Mstep: Class 20 contains 13626 members 
Mstep: Class 21 contains 14357 members 
Mstep: Class 22 contains 7650 members 
Mstep: Class 23 contains 6127 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10491 members 
Mstep: Class 26 contains 16843 members 
Mstep: Class 27 contains 116178 members 
Mstep: Class 28 contains 1354 members 
Mstep: Class 29 contains 1447 members 
Mstep: Class 30 contains 3359 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4465 members 
Mstep: Class 33 contains 8433 members 
Mstep: Class 34 contains 1274 members 
Mstep: Class 35 contains 7117 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9527 members 
Mstep: Class 38 contains 1178 members 
Mstep: Class 39 contains 1953 members 
Mstep: Class 40 contains 85907 members 
Mstep: Class 41 contains 6861 members 
Mstep: Class 42 contains 2325 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2975 members 
Mstep: Class 45 contains 3799 members 
Mstep: Class 46 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448288.000000 Penalty: 102952.773438
Iteration 175Q: 47 clusters Score -8.444829e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 33104 members 
Mstep: Class 4 contains 11026 members 
Mstep: Class 5 contains 3270 members 
Mstep: Class 6 contains 116176 members 
Mstep: Class 7 contains 124822 members 
Mstep: Class 8 contains 26409 members 
Mstep: Class 9 contains 61115 members 
Mstep: Class 10 contains 15079 members 
Mstep: Class 11 contains 3783 members 
Mstep: Class 12 contains 60364 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1235 members 
Mstep: Class 15 contains 2309 members 
Mstep: Class 16 contains 39760 members 
Mstep: Class 17 contains 6452 members 
Mstep: Class 18 contains 59425 members 
Mstep: Class 19 contains 6743 members 
Mstep: Class 20 contains 13622 members 
Mstep: Class 21 contains 14352 members 
Mstep: Class 22 contains 7657 members 
Mstep: Class 23 contains 6127 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10494 members 
Mstep: Class 26 contains 16855 members 
Mstep: Class 27 contains 116136 members 
Mstep: Class 28 contains 1352 members 
Mstep: Class 29 contains 1447 members 
Mstep: Class 30 contains 3359 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4461 members 
Mstep: Class 33 contains 8434 members 
Mstep: Class 34 contains 1274 members 
Mstep: Class 35 contains 7127 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9534 members 
Mstep: Class 38 contains 1178 members 
Mstep: Class 39 contains 1954 members 
Mstep: Class 40 contains 86001 members 
Mstep: Class 41 contains 6855 members 
Mstep: Class 42 contains 2325 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2973 members 
Mstep: Class 45 contains 3799 members 
Mstep: Class 46 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448112.000000 Penalty: 102952.773438
Iteration 176Q: 47 clusters Score -8.444811e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 33051 members 
Mstep: Class 4 contains 11026 members 
Mstep: Class 5 contains 3268 members 
Mstep: Class 6 contains 116166 members 
Mstep: Class 7 contains 124817 members 
Mstep: Class 8 contains 26417 members 
Mstep: Class 9 contains 61106 members 
Mstep: Class 10 contains 15080 members 
Mstep: Class 11 contains 3783 members 
Mstep: Class 12 contains 60364 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1235 members 
Mstep: Class 15 contains 2309 members 
Mstep: Class 16 contains 39766 members 
Mstep: Class 17 contains 6452 members 
Mstep: Class 18 contains 59426 members 
Mstep: Class 19 contains 6768 members 
Mstep: Class 20 contains 13620 members 
Mstep: Class 21 contains 14347 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 6127 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10499 members 
Mstep: Class 26 contains 16861 members 
Mstep: Class 27 contains 116102 members 
Mstep: Class 28 contains 1350 members 
Mstep: Class 29 contains 1447 members 
Mstep: Class 30 contains 3358 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4456 members 
Mstep: Class 33 contains 8437 members 
Mstep: Class 34 contains 1273 members 
Mstep: Class 35 contains 7134 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9537 members 
Mstep: Class 38 contains 1178 members 
Mstep: Class 39 contains 1956 members 
Mstep: Class 40 contains 86070 members 
Mstep: Class 41 contains 6847 members 
Mstep: Class 42 contains 2324 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2973 members 
Mstep: Class 45 contains 3800 members 
Mstep: Class 46 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448120.000000 Penalty: 102952.773438
Iteration 177Q: 47 clusters Score -8.444812e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 33002 members 
Mstep: Class 4 contains 11026 members 
Mstep: Class 5 contains 3268 members 
Mstep: Class 6 contains 116158 members 
Mstep: Class 7 contains 124806 members 
Mstep: Class 8 contains 26419 members 
Mstep: Class 9 contains 61101 members 
Mstep: Class 10 contains 15083 members 
Mstep: Class 11 contains 3784 members 
Mstep: Class 12 contains 60362 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1235 members 
Mstep: Class 15 contains 2309 members 
Mstep: Class 16 contains 39767 members 
Mstep: Class 17 contains 6452 members 
Mstep: Class 18 contains 59427 members 
Mstep: Class 19 contains 6798 members 
Mstep: Class 20 contains 13620 members 
Mstep: Class 21 contains 14348 members 
Mstep: Class 22 contains 7666 members 
Mstep: Class 23 contains 6127 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10506 members 
Mstep: Class 26 contains 16866 members 
Mstep: Class 27 contains 116051 members 
Mstep: Class 28 contains 1350 members 
Mstep: Class 29 contains 1447 members 
Mstep: Class 30 contains 3358 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4446 members 
Mstep: Class 33 contains 8439 members 
Mstep: Class 34 contains 1273 members 
Mstep: Class 35 contains 7137 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9541 members 
Mstep: Class 38 contains 1178 members 
Mstep: Class 39 contains 1956 members 
Mstep: Class 40 contains 86152 members 
Mstep: Class 41 contains 6842 members 
Mstep: Class 42 contains 2324 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2973 members 
Mstep: Class 45 contains 3800 members 
Mstep: Class 46 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448080.000000 Penalty: 102952.773438
Iteration 178Q: 47 clusters Score -8.444808e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 32940 members 
Mstep: Class 4 contains 11026 members 
Mstep: Class 5 contains 3267 members 
Mstep: Class 6 contains 116160 members 
Mstep: Class 7 contains 124795 members 
Mstep: Class 8 contains 26420 members 
Mstep: Class 9 contains 61090 members 
Mstep: Class 10 contains 15084 members 
Mstep: Class 11 contains 3783 members 
Mstep: Class 12 contains 60363 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1235 members 
Mstep: Class 15 contains 2309 members 
Mstep: Class 16 contains 39766 members 
Mstep: Class 17 contains 6452 members 
Mstep: Class 18 contains 59426 members 
Mstep: Class 19 contains 6826 members 
Mstep: Class 20 contains 13619 members 
Mstep: Class 21 contains 14344 members 
Mstep: Class 22 contains 7667 members 
Mstep: Class 23 contains 6127 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10510 members 
Mstep: Class 26 contains 16873 members 
Mstep: Class 27 contains 116020 members 
Mstep: Class 28 contains 1350 members 
Mstep: Class 29 contains 1448 members 
Mstep: Class 30 contains 3358 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4436 members 
Mstep: Class 33 contains 8443 members 
Mstep: Class 34 contains 1273 members 
Mstep: Class 35 contains 7142 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9545 members 
Mstep: Class 38 contains 1178 members 
Mstep: Class 39 contains 1957 members 
Mstep: Class 40 contains 86231 members 
Mstep: Class 41 contains 6838 members 
Mstep: Class 42 contains 2324 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2973 members 
Mstep: Class 45 contains 3800 members 
Mstep: Class 46 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448024.000000 Penalty: 102952.773438
Iteration 179Q: 47 clusters Score -8.444802e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 32900 members 
Mstep: Class 4 contains 11026 members 
Mstep: Class 5 contains 3268 members 
Mstep: Class 6 contains 116159 members 
Mstep: Class 7 contains 124781 members 
Mstep: Class 8 contains 26422 members 
Mstep: Class 9 contains 61082 members 
Mstep: Class 10 contains 15086 members 
Mstep: Class 11 contains 3781 members 
Mstep: Class 12 contains 60362 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1235 members 
Mstep: Class 15 contains 2309 members 
Mstep: Class 16 contains 39768 members 
Mstep: Class 17 contains 6450 members 
Mstep: Class 18 contains 59426 members 
Mstep: Class 19 contains 6851 members 
Mstep: Class 20 contains 13619 members 
Mstep: Class 21 contains 14344 members 
Mstep: Class 22 contains 7667 members 
Mstep: Class 23 contains 6127 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10513 members 
Mstep: Class 26 contains 16878 members 
Mstep: Class 27 contains 115982 members 
Mstep: Class 28 contains 1351 members 
Mstep: Class 29 contains 1449 members 
Mstep: Class 30 contains 3358 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4426 members 
Mstep: Class 33 contains 8447 members 
Mstep: Class 34 contains 1273 members 
Mstep: Class 35 contains 7145 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9553 members 
Mstep: Class 38 contains 1179 members 
Mstep: Class 39 contains 1957 members 
Mstep: Class 40 contains 86287 members 
Mstep: Class 41 contains 6840 members 
Mstep: Class 42 contains 2324 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2974 members 
Mstep: Class 45 contains 3801 members 
Mstep: Class 46 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448032.000000 Penalty: 102952.773438
Iteration 180F: 47 clusters Score -8.444803e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 32873 members 
Mstep: Class 4 contains 11026 members 
Mstep: Class 5 contains 3269 members 
Mstep: Class 6 contains 116160 members 
Mstep: Class 7 contains 124778 members 
Mstep: Class 8 contains 26420 members 
Mstep: Class 9 contains 61073 members 
Mstep: Class 10 contains 15087 members 
Mstep: Class 11 contains 3781 members 
Mstep: Class 12 contains 60357 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1235 members 
Mstep: Class 15 contains 2309 members 
Mstep: Class 16 contains 39773 members 
Mstep: Class 17 contains 6446 members 
Mstep: Class 18 contains 59427 members 
Mstep: Class 19 contains 6873 members 
Mstep: Class 20 contains 13622 members 
Mstep: Class 21 contains 14342 members 
Mstep: Class 22 contains 7669 members 
Mstep: Class 23 contains 6127 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10517 members 
Mstep: Class 26 contains 16887 members 
Mstep: Class 27 contains 115948 members 
Mstep: Class 28 contains 1351 members 
Mstep: Class 29 contains 1450 members 
Mstep: Class 30 contains 3358 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4416 members 
Mstep: Class 33 contains 8448 members 
Mstep: Class 34 contains 1273 members 
Mstep: Class 35 contains 7150 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9561 members 
Mstep: Class 38 contains 1181 members 
Mstep: Class 39 contains 1957 members 
Mstep: Class 40 contains 86320 members 
Mstep: Class 41 contains 6837 members 
Mstep: Class 42 contains 2324 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2975 members 
Mstep: Class 45 contains 3801 members 
Mstep: Class 46 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448144.000000 Penalty: 102952.773438
Iteration 181Q: 47 clusters Score -8.444814e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 32838 members 
Mstep: Class 4 contains 11026 members 
Mstep: Class 5 contains 3269 members 
Mstep: Class 6 contains 116156 members 
Mstep: Class 7 contains 124769 members 
Mstep: Class 8 contains 26418 members 
Mstep: Class 9 contains 61071 members 
Mstep: Class 10 contains 15086 members 
Mstep: Class 11 contains 3781 members 
Mstep: Class 12 contains 60359 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1235 members 
Mstep: Class 15 contains 2309 members 
Mstep: Class 16 contains 39775 members 
Mstep: Class 17 contains 6443 members 
Mstep: Class 18 contains 59428 members 
Mstep: Class 19 contains 6895 members 
Mstep: Class 20 contains 13618 members 
Mstep: Class 21 contains 14340 members 
Mstep: Class 22 contains 7672 members 
Mstep: Class 23 contains 6127 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10520 members 
Mstep: Class 26 contains 16892 members 
Mstep: Class 27 contains 115911 members 
Mstep: Class 28 contains 1351 members 
Mstep: Class 29 contains 1451 members 
Mstep: Class 30 contains 3358 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4413 members 
Mstep: Class 33 contains 8452 members 
Mstep: Class 34 contains 1273 members 
Mstep: Class 35 contains 7158 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9577 members 
Mstep: Class 38 contains 1183 members 
Mstep: Class 39 contains 1957 members 
Mstep: Class 40 contains 86356 members 
Mstep: Class 41 contains 6835 members 
Mstep: Class 42 contains 2324 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2974 members 
Mstep: Class 45 contains 3801 members 
Mstep: Class 46 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448080.000000 Penalty: 102952.773438
Iteration 182Q: 47 clusters Score -8.444808e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 32811 members 
Mstep: Class 4 contains 11026 members 
Mstep: Class 5 contains 3269 members 
Mstep: Class 6 contains 116149 members 
Mstep: Class 7 contains 124762 members 
Mstep: Class 8 contains 26419 members 
Mstep: Class 9 contains 61063 members 
Mstep: Class 10 contains 15089 members 
Mstep: Class 11 contains 3781 members 
Mstep: Class 12 contains 60359 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1235 members 
Mstep: Class 15 contains 2309 members 
Mstep: Class 16 contains 39780 members 
Mstep: Class 17 contains 6441 members 
Mstep: Class 18 contains 59428 members 
Mstep: Class 19 contains 6908 members 
Mstep: Class 20 contains 13615 members 
Mstep: Class 21 contains 14343 members 
Mstep: Class 22 contains 7672 members 
Mstep: Class 23 contains 6127 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10524 members 
Mstep: Class 26 contains 16892 members 
Mstep: Class 27 contains 115875 members 
Mstep: Class 28 contains 1349 members 
Mstep: Class 29 contains 1451 members 
Mstep: Class 30 contains 3358 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4409 members 
Mstep: Class 33 contains 8453 members 
Mstep: Class 34 contains 1273 members 
Mstep: Class 35 contains 7166 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9591 members 
Mstep: Class 38 contains 1185 members 
Mstep: Class 39 contains 1957 members 
Mstep: Class 40 contains 86400 members 
Mstep: Class 41 contains 6834 members 
Mstep: Class 42 contains 2323 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2973 members 
Mstep: Class 45 contains 3801 members 
Mstep: Class 46 contains 2026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448208.000000 Penalty: 102952.773438
Iteration 183Q: 47 clusters Score -8.444821e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 32779 members 
Mstep: Class 4 contains 11026 members 
Mstep: Class 5 contains 3269 members 
Mstep: Class 6 contains 116145 members 
Mstep: Class 7 contains 124746 members 
Mstep: Class 8 contains 26411 members 
Mstep: Class 9 contains 61059 members 
Mstep: Class 10 contains 15090 members 
Mstep: Class 11 contains 3781 members 
Mstep: Class 12 contains 60358 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1235 members 
Mstep: Class 15 contains 2309 members 
Mstep: Class 16 contains 39784 members 
Mstep: Class 17 contains 6441 members 
Mstep: Class 18 contains 59428 members 
Mstep: Class 19 contains 6924 members 
Mstep: Class 20 contains 13613 members 
Mstep: Class 21 contains 14343 members 
Mstep: Class 22 contains 7673 members 
Mstep: Class 23 contains 6127 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10526 members 
Mstep: Class 26 contains 16894 members 
Mstep: Class 27 contains 115857 members 
Mstep: Class 28 contains 1349 members 
Mstep: Class 29 contains 1451 members 
Mstep: Class 30 contains 3358 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4406 members 
Mstep: Class 33 contains 8453 members 
Mstep: Class 34 contains 1273 members 
Mstep: Class 35 contains 7173 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9599 members 
Mstep: Class 38 contains 1185 members 
Mstep: Class 39 contains 1957 members 
Mstep: Class 40 contains 86449 members 
Mstep: Class 41 contains 6834 members 
Mstep: Class 42 contains 2324 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2971 members 
Mstep: Class 45 contains 3801 members 
Mstep: Class 46 contains 2026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448072.000000 Penalty: 102952.773438
Iteration 184Q: 47 clusters Score -8.444807e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 32740 members 
Mstep: Class 4 contains 11026 members 
Mstep: Class 5 contains 3268 members 
Mstep: Class 6 contains 116144 members 
Mstep: Class 7 contains 124739 members 
Mstep: Class 8 contains 26403 members 
Mstep: Class 9 contains 61056 members 
Mstep: Class 10 contains 15090 members 
Mstep: Class 11 contains 3783 members 
Mstep: Class 12 contains 60359 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1236 members 
Mstep: Class 15 contains 2309 members 
Mstep: Class 16 contains 39789 members 
Mstep: Class 17 contains 6439 members 
Mstep: Class 18 contains 59429 members 
Mstep: Class 19 contains 6941 members 
Mstep: Class 20 contains 13614 members 
Mstep: Class 21 contains 14342 members 
Mstep: Class 22 contains 7677 members 
Mstep: Class 23 contains 6127 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10527 members 
Mstep: Class 26 contains 16892 members 
Mstep: Class 27 contains 115837 members 
Mstep: Class 28 contains 1348 members 
Mstep: Class 29 contains 1451 members 
Mstep: Class 30 contains 3358 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4405 members 
Mstep: Class 33 contains 8450 members 
Mstep: Class 34 contains 1273 members 
Mstep: Class 35 contains 7176 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9606 members 
Mstep: Class 38 contains 1186 members 
Mstep: Class 39 contains 1957 members 
Mstep: Class 40 contains 86496 members 
Mstep: Class 41 contains 6835 members 
Mstep: Class 42 contains 2323 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2970 members 
Mstep: Class 45 contains 3801 members 
Mstep: Class 46 contains 2026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448048.000000 Penalty: 102952.773438
Iteration 185Q: 47 clusters Score -8.444805e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 32686 members 
Mstep: Class 4 contains 11026 members 
Mstep: Class 5 contains 3268 members 
Mstep: Class 6 contains 116152 members 
Mstep: Class 7 contains 124731 members 
Mstep: Class 8 contains 26407 members 
Mstep: Class 9 contains 61048 members 
Mstep: Class 10 contains 15089 members 
Mstep: Class 11 contains 3782 members 
Mstep: Class 12 contains 60359 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1236 members 
Mstep: Class 15 contains 2309 members 
Mstep: Class 16 contains 39791 members 
Mstep: Class 17 contains 6437 members 
Mstep: Class 18 contains 59428 members 
Mstep: Class 19 contains 6962 members 
Mstep: Class 20 contains 13617 members 
Mstep: Class 21 contains 14343 members 
Mstep: Class 22 contains 7679 members 
Mstep: Class 23 contains 6127 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10528 members 
Mstep: Class 26 contains 16895 members 
Mstep: Class 27 contains 115816 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 1451 members 
Mstep: Class 30 contains 3358 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4398 members 
Mstep: Class 33 contains 8452 members 
Mstep: Class 34 contains 1274 members 
Mstep: Class 35 contains 7182 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9611 members 
Mstep: Class 38 contains 1187 members 
Mstep: Class 39 contains 1957 members 
Mstep: Class 40 contains 86538 members 
Mstep: Class 41 contains 6837 members 
Mstep: Class 42 contains 2323 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2970 members 
Mstep: Class 45 contains 3801 members 
Mstep: Class 46 contains 2026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448112.000000 Penalty: 102952.773438
Iteration 186Q: 47 clusters Score -8.444811e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 32651 members 
Mstep: Class 4 contains 11026 members 
Mstep: Class 5 contains 3268 members 
Mstep: Class 6 contains 116151 members 
Mstep: Class 7 contains 124719 members 
Mstep: Class 8 contains 26409 members 
Mstep: Class 9 contains 61045 members 
Mstep: Class 10 contains 15091 members 
Mstep: Class 11 contains 3779 members 
Mstep: Class 12 contains 60362 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1236 members 
Mstep: Class 15 contains 2309 members 
Mstep: Class 16 contains 39793 members 
Mstep: Class 17 contains 6436 members 
Mstep: Class 18 contains 59428 members 
Mstep: Class 19 contains 6983 members 
Mstep: Class 20 contains 13616 members 
Mstep: Class 21 contains 14344 members 
Mstep: Class 22 contains 7682 members 
Mstep: Class 23 contains 6127 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10530 members 
Mstep: Class 26 contains 16891 members 
Mstep: Class 27 contains 115796 members 
Mstep: Class 28 contains 1345 members 
Mstep: Class 29 contains 1451 members 
Mstep: Class 30 contains 3357 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4391 members 
Mstep: Class 33 contains 8452 members 
Mstep: Class 34 contains 1275 members 
Mstep: Class 35 contains 7188 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9619 members 
Mstep: Class 38 contains 1187 members 
Mstep: Class 39 contains 1957 members 
Mstep: Class 40 contains 86579 members 
Mstep: Class 41 contains 6836 members 
Mstep: Class 42 contains 2323 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2970 members 
Mstep: Class 45 contains 3801 members 
Mstep: Class 46 contains 2026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448104.000000 Penalty: 102952.773438
Iteration 187Q: 47 clusters Score -8.44481e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 32626 members 
Mstep: Class 4 contains 11026 members 
Mstep: Class 5 contains 3269 members 
Mstep: Class 6 contains 116157 members 
Mstep: Class 7 contains 124718 members 
Mstep: Class 8 contains 26406 members 
Mstep: Class 9 contains 61039 members 
Mstep: Class 10 contains 15093 members 
Mstep: Class 11 contains 3777 members 
Mstep: Class 12 contains 60363 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1236 members 
Mstep: Class 15 contains 2311 members 
Mstep: Class 16 contains 39801 members 
Mstep: Class 17 contains 6434 members 
Mstep: Class 18 contains 59428 members 
Mstep: Class 19 contains 6998 members 
Mstep: Class 20 contains 13618 members 
Mstep: Class 21 contains 14345 members 
Mstep: Class 22 contains 7686 members 
Mstep: Class 23 contains 6127 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10532 members 
Mstep: Class 26 contains 16887 members 
Mstep: Class 27 contains 115776 members 
Mstep: Class 28 contains 1345 members 
Mstep: Class 29 contains 1451 members 
Mstep: Class 30 contains 3357 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4388 members 
Mstep: Class 33 contains 8453 members 
Mstep: Class 34 contains 1275 members 
Mstep: Class 35 contains 7192 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9622 members 
Mstep: Class 38 contains 1187 members 
Mstep: Class 39 contains 1957 members 
Mstep: Class 40 contains 86592 members 
Mstep: Class 41 contains 6834 members 
Mstep: Class 42 contains 2323 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2971 members 
Mstep: Class 45 contains 3802 members 
Mstep: Class 46 contains 2026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448056.000000 Penalty: 102952.773438
Iteration 188Q: 47 clusters Score -8.444806e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 32599 members 
Mstep: Class 4 contains 11026 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 116157 members 
Mstep: Class 7 contains 124718 members 
Mstep: Class 8 contains 26404 members 
Mstep: Class 9 contains 61040 members 
Mstep: Class 10 contains 15095 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 60364 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1236 members 
Mstep: Class 15 contains 2312 members 
Mstep: Class 16 contains 39806 members 
Mstep: Class 17 contains 6432 members 
Mstep: Class 18 contains 59428 members 
Mstep: Class 19 contains 7014 members 
Mstep: Class 20 contains 13617 members 
Mstep: Class 21 contains 14344 members 
Mstep: Class 22 contains 7687 members 
Mstep: Class 23 contains 6127 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10532 members 
Mstep: Class 26 contains 16888 members 
Mstep: Class 27 contains 115752 members 
Mstep: Class 28 contains 1344 members 
Mstep: Class 29 contains 1451 members 
Mstep: Class 30 contains 3357 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4387 members 
Mstep: Class 33 contains 8452 members 
Mstep: Class 34 contains 1274 members 
Mstep: Class 35 contains 7193 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9628 members 
Mstep: Class 38 contains 1188 members 
Mstep: Class 39 contains 1957 members 
Mstep: Class 40 contains 86615 members 
Mstep: Class 41 contains 6834 members 
Mstep: Class 42 contains 2323 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2971 members 
Mstep: Class 45 contains 3804 members 
Mstep: Class 46 contains 2026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448088.000000 Penalty: 102952.773438
Iteration 189Q: 47 clusters Score -8.444809e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 32569 members 
Mstep: Class 4 contains 11026 members 
Mstep: Class 5 contains 3272 members 
Mstep: Class 6 contains 116166 members 
Mstep: Class 7 contains 124718 members 
Mstep: Class 8 contains 26402 members 
Mstep: Class 9 contains 61036 members 
Mstep: Class 10 contains 15095 members 
Mstep: Class 11 contains 3775 members 
Mstep: Class 12 contains 60360 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1236 members 
Mstep: Class 15 contains 2312 members 
Mstep: Class 16 contains 39809 members 
Mstep: Class 17 contains 6432 members 
Mstep: Class 18 contains 59428 members 
Mstep: Class 19 contains 7026 members 
Mstep: Class 20 contains 13616 members 
Mstep: Class 21 contains 14346 members 
Mstep: Class 22 contains 7687 members 
Mstep: Class 23 contains 6127 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10532 members 
Mstep: Class 26 contains 16888 members 
Mstep: Class 27 contains 115730 members 
Mstep: Class 28 contains 1344 members 
Mstep: Class 29 contains 1451 members 
Mstep: Class 30 contains 3357 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4386 members 
Mstep: Class 33 contains 8451 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 7194 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9630 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 1957 members 
Mstep: Class 40 contains 86647 members 
Mstep: Class 41 contains 6834 members 
Mstep: Class 42 contains 2323 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2971 members 
Mstep: Class 45 contains 3805 members 
Mstep: Class 46 contains 2027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448184.000000 Penalty: 102952.773438
Iteration 190Q: 47 clusters Score -8.444818e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 32535 members 
Mstep: Class 4 contains 11026 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 116174 members 
Mstep: Class 7 contains 124716 members 
Mstep: Class 8 contains 26402 members 
Mstep: Class 9 contains 61043 members 
Mstep: Class 10 contains 15094 members 
Mstep: Class 11 contains 3774 members 
Mstep: Class 12 contains 60361 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1236 members 
Mstep: Class 15 contains 2312 members 
Mstep: Class 16 contains 39810 members 
Mstep: Class 17 contains 6431 members 
Mstep: Class 18 contains 59429 members 
Mstep: Class 19 contains 7035 members 
Mstep: Class 20 contains 13616 members 
Mstep: Class 21 contains 14349 members 
Mstep: Class 22 contains 7688 members 
Mstep: Class 23 contains 6127 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10533 members 
Mstep: Class 26 contains 16889 members 
Mstep: Class 27 contains 115711 members 
Mstep: Class 28 contains 1344 members 
Mstep: Class 29 contains 1451 members 
Mstep: Class 30 contains 3357 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4385 members 
Mstep: Class 33 contains 8451 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 7194 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9630 members 
Mstep: Class 38 contains 1191 members 
Mstep: Class 39 contains 1957 members 
Mstep: Class 40 contains 86672 members 
Mstep: Class 41 contains 6835 members 
Mstep: Class 42 contains 2323 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2971 members 
Mstep: Class 45 contains 3805 members 
Mstep: Class 46 contains 2027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448192.000000 Penalty: 102952.773438
Iteration 191Q: 47 clusters Score -8.444819e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 32510 members 
Mstep: Class 4 contains 11026 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 116176 members 
Mstep: Class 7 contains 124712 members 
Mstep: Class 8 contains 26403 members 
Mstep: Class 9 contains 61056 members 
Mstep: Class 10 contains 15096 members 
Mstep: Class 11 contains 3774 members 
Mstep: Class 12 contains 60362 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1236 members 
Mstep: Class 15 contains 2312 members 
Mstep: Class 16 contains 39813 members 
Mstep: Class 17 contains 6430 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 7045 members 
Mstep: Class 20 contains 13615 members 
Mstep: Class 21 contains 14352 members 
Mstep: Class 22 contains 7688 members 
Mstep: Class 23 contains 6127 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10534 members 
Mstep: Class 26 contains 16891 members 
Mstep: Class 27 contains 115692 members 
Mstep: Class 28 contains 1344 members 
Mstep: Class 29 contains 1451 members 
Mstep: Class 30 contains 3357 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4385 members 
Mstep: Class 33 contains 8450 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 7195 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9631 members 
Mstep: Class 38 contains 1191 members 
Mstep: Class 39 contains 1958 members 
Mstep: Class 40 contains 86689 members 
Mstep: Class 41 contains 6834 members 
Mstep: Class 42 contains 2323 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2971 members 
Mstep: Class 45 contains 3805 members 
Mstep: Class 46 contains 2027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448232.000000 Penalty: 102952.773438
Iteration 192Q: 47 clusters Score -8.444823e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 32486 members 
Mstep: Class 4 contains 11026 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 116185 members 
Mstep: Class 7 contains 124714 members 
Mstep: Class 8 contains 26398 members 
Mstep: Class 9 contains 61061 members 
Mstep: Class 10 contains 15097 members 
Mstep: Class 11 contains 3774 members 
Mstep: Class 12 contains 60363 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1236 members 
Mstep: Class 15 contains 2312 members 
Mstep: Class 16 contains 39814 members 
Mstep: Class 17 contains 6430 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 7050 members 
Mstep: Class 20 contains 13614 members 
Mstep: Class 21 contains 14353 members 
Mstep: Class 22 contains 7688 members 
Mstep: Class 23 contains 6127 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10535 members 
Mstep: Class 26 contains 16892 members 
Mstep: Class 27 contains 115680 members 
Mstep: Class 28 contains 1344 members 
Mstep: Class 29 contains 1451 members 
Mstep: Class 30 contains 3357 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4383 members 
Mstep: Class 33 contains 8451 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 7195 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9633 members 
Mstep: Class 38 contains 1191 members 
Mstep: Class 39 contains 1958 members 
Mstep: Class 40 contains 86706 members 
Mstep: Class 41 contains 6834 members 
Mstep: Class 42 contains 2323 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2971 members 
Mstep: Class 45 contains 3805 members 
Mstep: Class 46 contains 2027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448248.000000 Penalty: 102952.773438
Iteration 193Q: 47 clusters Score -8.444825e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 32471 members 
Mstep: Class 4 contains 11026 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 116182 members 
Mstep: Class 7 contains 124712 members 
Mstep: Class 8 contains 26397 members 
Mstep: Class 9 contains 61063 members 
Mstep: Class 10 contains 15098 members 
Mstep: Class 11 contains 3774 members 
Mstep: Class 12 contains 60363 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1236 members 
Mstep: Class 15 contains 2312 members 
Mstep: Class 16 contains 39816 members 
Mstep: Class 17 contains 6432 members 
Mstep: Class 18 contains 59431 members 
Mstep: Class 19 contains 7059 members 
Mstep: Class 20 contains 13613 members 
Mstep: Class 21 contains 14354 members 
Mstep: Class 22 contains 7689 members 
Mstep: Class 23 contains 6127 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10535 members 
Mstep: Class 26 contains 16896 members 
Mstep: Class 27 contains 115667 members 
Mstep: Class 28 contains 1345 members 
Mstep: Class 29 contains 1451 members 
Mstep: Class 30 contains 3357 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4383 members 
Mstep: Class 33 contains 8453 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 7196 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9636 members 
Mstep: Class 38 contains 1191 members 
Mstep: Class 39 contains 1958 members 
Mstep: Class 40 contains 86711 members 
Mstep: Class 41 contains 6836 members 
Mstep: Class 42 contains 2323 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2971 members 
Mstep: Class 45 contains 3805 members 
Mstep: Class 46 contains 2027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448192.000000 Penalty: 102952.773438
Iteration 194Q: 47 clusters Score -8.444819e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 32461 members 
Mstep: Class 4 contains 11026 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 116181 members 
Mstep: Class 7 contains 124710 members 
Mstep: Class 8 contains 26400 members 
Mstep: Class 9 contains 61065 members 
Mstep: Class 10 contains 15099 members 
Mstep: Class 11 contains 3774 members 
Mstep: Class 12 contains 60363 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1236 members 
Mstep: Class 15 contains 2312 members 
Mstep: Class 16 contains 39816 members 
Mstep: Class 17 contains 6432 members 
Mstep: Class 18 contains 59431 members 
Mstep: Class 19 contains 7067 members 
Mstep: Class 20 contains 13613 members 
Mstep: Class 21 contains 14353 members 
Mstep: Class 22 contains 7689 members 
Mstep: Class 23 contains 6127 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10537 members 
Mstep: Class 26 contains 16904 members 
Mstep: Class 27 contains 115648 members 
Mstep: Class 28 contains 1345 members 
Mstep: Class 29 contains 1451 members 
Mstep: Class 30 contains 3357 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4383 members 
Mstep: Class 33 contains 8453 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 7195 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9636 members 
Mstep: Class 38 contains 1191 members 
Mstep: Class 39 contains 1958 members 
Mstep: Class 40 contains 86719 members 
Mstep: Class 41 contains 6837 members 
Mstep: Class 42 contains 2323 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2971 members 
Mstep: Class 45 contains 3806 members 
Mstep: Class 46 contains 2027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448264.000000 Penalty: 102952.773438
Iteration 195Q: 47 clusters Score -8.444826e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 32451 members 
Mstep: Class 4 contains 11026 members 
Mstep: Class 5 contains 3272 members 
Mstep: Class 6 contains 116180 members 
Mstep: Class 7 contains 124711 members 
Mstep: Class 8 contains 26402 members 
Mstep: Class 9 contains 61064 members 
Mstep: Class 10 contains 15099 members 
Mstep: Class 11 contains 3774 members 
Mstep: Class 12 contains 60362 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1236 members 
Mstep: Class 15 contains 2312 members 
Mstep: Class 16 contains 39816 members 
Mstep: Class 17 contains 6431 members 
Mstep: Class 18 contains 59431 members 
Mstep: Class 19 contains 7074 members 
Mstep: Class 20 contains 13614 members 
Mstep: Class 21 contains 14354 members 
Mstep: Class 22 contains 7689 members 
Mstep: Class 23 contains 6127 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10537 members 
Mstep: Class 26 contains 16917 members 
Mstep: Class 27 contains 115630 members 
Mstep: Class 28 contains 1345 members 
Mstep: Class 29 contains 1451 members 
Mstep: Class 30 contains 3357 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4382 members 
Mstep: Class 33 contains 8453 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 7196 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9636 members 
Mstep: Class 38 contains 1191 members 
Mstep: Class 39 contains 1958 members 
Mstep: Class 40 contains 86725 members 
Mstep: Class 41 contains 6836 members 
Mstep: Class 42 contains 2323 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2971 members 
Mstep: Class 45 contains 3807 members 
Mstep: Class 46 contains 2027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448240.000000 Penalty: 102952.773438
Iteration 196Q: 47 clusters Score -8.444824e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 32437 members 
Mstep: Class 4 contains 11026 members 
Mstep: Class 5 contains 3272 members 
Mstep: Class 6 contains 116177 members 
Mstep: Class 7 contains 124711 members 
Mstep: Class 8 contains 26403 members 
Mstep: Class 9 contains 61065 members 
Mstep: Class 10 contains 15099 members 
Mstep: Class 11 contains 3773 members 
Mstep: Class 12 contains 60360 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1237 members 
Mstep: Class 15 contains 2312 members 
Mstep: Class 16 contains 39818 members 
Mstep: Class 17 contains 6432 members 
Mstep: Class 18 contains 59431 members 
Mstep: Class 19 contains 7076 members 
Mstep: Class 20 contains 13615 members 
Mstep: Class 21 contains 14353 members 
Mstep: Class 22 contains 7689 members 
Mstep: Class 23 contains 6127 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10540 members 
Mstep: Class 26 contains 16928 members 
Mstep: Class 27 contains 115617 members 
Mstep: Class 28 contains 1344 members 
Mstep: Class 29 contains 1451 members 
Mstep: Class 30 contains 3357 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4382 members 
Mstep: Class 33 contains 8453 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 7199 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9636 members 
Mstep: Class 38 contains 1191 members 
Mstep: Class 39 contains 1958 members 
Mstep: Class 40 contains 86735 members 
Mstep: Class 41 contains 6833 members 
Mstep: Class 42 contains 2323 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2971 members 
Mstep: Class 45 contains 3809 members 
Mstep: Class 46 contains 2027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448360.000000 Penalty: 102952.773438
Iteration 197Q: 47 clusters Score -8.444836e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 32430 members 
Mstep: Class 4 contains 11026 members 
Mstep: Class 5 contains 3274 members 
Mstep: Class 6 contains 116180 members 
Mstep: Class 7 contains 124705 members 
Mstep: Class 8 contains 26406 members 
Mstep: Class 9 contains 61062 members 
Mstep: Class 10 contains 15099 members 
Mstep: Class 11 contains 3772 members 
Mstep: Class 12 contains 60359 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1237 members 
Mstep: Class 15 contains 2312 members 
Mstep: Class 16 contains 39819 members 
Mstep: Class 17 contains 6433 members 
Mstep: Class 18 contains 59431 members 
Mstep: Class 19 contains 7074 members 
Mstep: Class 20 contains 13617 members 
Mstep: Class 21 contains 14353 members 
Mstep: Class 22 contains 7689 members 
Mstep: Class 23 contains 6127 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10545 members 
Mstep: Class 26 contains 16942 members 
Mstep: Class 27 contains 115602 members 
Mstep: Class 28 contains 1343 members 
Mstep: Class 29 contains 1451 members 
Mstep: Class 30 contains 3357 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4382 members 
Mstep: Class 33 contains 8454 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 7200 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9636 members 
Mstep: Class 38 contains 1191 members 
Mstep: Class 39 contains 1958 members 
Mstep: Class 40 contains 86739 members 
Mstep: Class 41 contains 6832 members 
Mstep: Class 42 contains 2323 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2970 members 
Mstep: Class 45 contains 3810 members 
Mstep: Class 46 contains 2027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448384.000000 Penalty: 102952.773438
Iteration 198Q: 47 clusters Score -8.444838e+07 nChanged 71
Entering ConstructFrom: 
Score: -84448384.000000 Penalty: 102952.773438
Entering ConstructFrom: 
Trying to split cluster 1 (1153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Entering Unmasked Estep 
Score: -107910.750000 Penalty: 1145.644897
	Iteration 0F: 2 clusters Score -107910.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -106332.320312 Penalty: 2291.289795
	Iteration 0F: 3 clusters Score -106332.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -106624.976562 Penalty: 2291.289795
	Iteration 1F: 3 clusters Score -106625 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -106697.328125 Penalty: 2291.289795
	Iteration 2F: 3 clusters Score -106697.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -106727.828125 Penalty: 2291.289795
	Iteration 3Q: 3 clusters Score -106727.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -106740.437500 Penalty: 2291.289795
	Iteration 4Q: 3 clusters Score -106740.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -106755.742188 Penalty: 2291.289795
	Iteration 5Q: 3 clusters Score -106755.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -106762.695312 Penalty: 2291.289795
	Iteration 6Q: 3 clusters Score -106762.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -106766.179688 Penalty: 2291.289795
	Iteration 7Q: 3 clusters Score -106766.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -106766.250000 Penalty: 2291.289795
	Iteration 8Q: 3 clusters Score -106766.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -106766.250000 Penalty: 2291.289795
	Iteration 9F: 3 clusters Score -106766.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (52469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52469 members 
Entering Unmasked Estep 
Score: -4695115.000000 Penalty: 1766.046387
	Iteration 0F: 2 clusters Score -4695115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -4660010.000000 Penalty: 3532.092773
	Iteration 0F: 3 clusters Score -4660010 nChanged 24669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -4673850.000000 Penalty: 3532.092773
	Iteration 1F: 3 clusters Score -4673850 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -4674432.500000 Penalty: 3532.092773
	Iteration 2Q: 3 clusters Score -4674432 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -4675177.500000 Penalty: 3532.092773
	Iteration 3Q: 3 clusters Score -4675178 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -4676238.000000 Penalty: 3532.092773
	Iteration 4Q: 3 clusters Score -4676238 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -4677616.000000 Penalty: 3532.092773
	Iteration 5F: 3 clusters Score -4677616 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -4679261.000000 Penalty: 3532.092773
	Iteration 6F: 3 clusters Score -4679261 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -4681050.500000 Penalty: 3532.092773
	Iteration 7F: 3 clusters Score -4681050 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -4682884.000000 Penalty: 3532.092773
	Iteration 8F: 3 clusters Score -4682884 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -4684736.500000 Penalty: 3532.092773
	Iteration 9F: 3 clusters Score -4684736 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -4686603.500000 Penalty: 3532.092773
	Iteration 10Q: 3 clusters Score -4686604 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -4688481.500000 Penalty: 3532.092773
	Iteration 11Q: 3 clusters Score -4688482 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -4690218.000000 Penalty: 3532.092773
	Iteration 12Q: 3 clusters Score -4690218 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -4691527.500000 Penalty: 3532.092773
	Iteration 13Q: 3 clusters Score -4691528 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -4692339.000000 Penalty: 3532.092773
	Iteration 14Q: 3 clusters Score -4692339 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46598 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -4692964.000000 Penalty: 3532.092773
	Iteration 15Q: 3 clusters Score -4692964 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47300 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -4693413.500000 Penalty: 3532.092773
	Iteration 16Q: 3 clusters Score -4693414 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47872 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -4693730.500000 Penalty: 3532.092773
	Iteration 17Q: 3 clusters Score -4693730 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48368 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -4694058.000000 Penalty: 3532.092773
	Iteration 18Q: 3 clusters Score -4694058 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48808 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -4694316.500000 Penalty: 3532.092773
	Iteration 19Q: 3 clusters Score -4694316 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49128 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -4694489.000000 Penalty: 3532.092773
	Iteration 20F: 3 clusters Score -4694489 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49359 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -4694644.500000 Penalty: 3532.092773
	Iteration 21Q: 3 clusters Score -4694644 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49544 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -4694738.000000 Penalty: 3532.092773
	Iteration 22Q: 3 clusters Score -4694738 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49670 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -4694781.500000 Penalty: 3532.092773
	Iteration 23Q: 3 clusters Score -4694782 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49766 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -4694820.500000 Penalty: 3532.092773
	Iteration 24Q: 3 clusters Score -4694820 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49828 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -4694837.000000 Penalty: 3532.092773
	Iteration 25Q: 3 clusters Score -4694837 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49872 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -4694842.500000 Penalty: 3532.092773
	Iteration 26Q: 3 clusters Score -4694842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49905 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -4694863.000000 Penalty: 3532.092773
	Iteration 27Q: 3 clusters Score -4694863 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49943 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -4694870.000000 Penalty: 3532.092773
	Iteration 28Q: 3 clusters Score -4694870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49964 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -4694867.000000 Penalty: 3532.092773
	Iteration 29Q: 3 clusters Score -4694867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49977 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -4694870.500000 Penalty: 3532.092773
	Iteration 30Q: 3 clusters Score -4694870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49993 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -4694875.000000 Penalty: 3532.092773
	Iteration 31Q: 3 clusters Score -4694875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50004 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -4694877.500000 Penalty: 3532.092773
	Iteration 32Q: 3 clusters Score -4694878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -4694880.000000 Penalty: 3532.092773
	Iteration 33Q: 3 clusters Score -4694880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50018 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -4694882.500000 Penalty: 3532.092773
	Iteration 34Q: 3 clusters Score -4694882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50019 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -4694885.000000 Penalty: 3532.092773
	Iteration 35Q: 3 clusters Score -4694885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50020 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -4694882.500000 Penalty: 3532.092773
	Iteration 36Q: 3 clusters Score -4694882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50022 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -4694882.500000 Penalty: 3532.092773
	Iteration 37Q: 3 clusters Score -4694882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50025 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -4694886.500000 Penalty: 3532.092773
	Iteration 38Q: 3 clusters Score -4694886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50029 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4694887.500000 Penalty: 3532.092773
	Iteration 39Q: 3 clusters Score -4694888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50031 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -4694892.500000 Penalty: 3532.092773
	Iteration 40F: 3 clusters Score -4694892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50032 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -4694889.500000 Penalty: 3532.092773
	Iteration 41Q: 3 clusters Score -4694890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -4694895.000000 Penalty: 3532.092773
	Iteration 42Q: 3 clusters Score -4694895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50036 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4694897.000000 Penalty: 3532.092773
	Iteration 43Q: 3 clusters Score -4694897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50038 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -4694893.000000 Penalty: 3532.092773
	Iteration 44Q: 3 clusters Score -4694893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50040 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -4694891.000000 Penalty: 3532.092773
	Iteration 45Q: 3 clusters Score -4694891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50043 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -4694889.500000 Penalty: 3532.092773
	Iteration 46Q: 3 clusters Score -4694890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -4694891.000000 Penalty: 3532.092773
	Iteration 47Q: 3 clusters Score -4694891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -4694890.000000 Penalty: 3532.092773
	Iteration 48Q: 3 clusters Score -4694890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4694884.500000 Penalty: 3532.092773
	Iteration 49Q: 3 clusters Score -4694884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50054 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -4694890.500000 Penalty: 3532.092773
	Iteration 50Q: 3 clusters Score -4694890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50056 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -4694889.000000 Penalty: 3532.092773
	Iteration 51Q: 3 clusters Score -4694889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50058 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -4694889.000000 Penalty: 3532.092773
	Iteration 52Q: 3 clusters Score -4694889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50060 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -4694891.000000 Penalty: 3532.092773
	Iteration 53Q: 3 clusters Score -4694891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50061 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -4694888.000000 Penalty: 3532.092773
	Iteration 54Q: 3 clusters Score -4694888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50063 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -4694895.000000 Penalty: 3532.092773
	Iteration 55Q: 3 clusters Score -4694895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50064 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -4694893.000000 Penalty: 3532.092773
	Iteration 56Q: 3 clusters Score -4694893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50064 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -4694893.000000 Penalty: 3532.092773
	Iteration 57F: 3 clusters Score -4694893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Entering Unmasked Estep 
Score: -2980023.750000 Penalty: 1687.796265
	Iteration 0F: 2 clusters Score -2980024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -2958216.250000 Penalty: 3375.592529
	Iteration 0F: 3 clusters Score -2958216 nChanged 14992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2966879.250000 Penalty: 3375.592529
	Iteration 1F: 3 clusters Score -2966879 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -2967712.250000 Penalty: 3375.592529
	Iteration 2F: 3 clusters Score -2967712 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -2968749.750000 Penalty: 3375.592529
	Iteration 3F: 3 clusters Score -2968750 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -2970131.000000 Penalty: 3375.592529
	Iteration 4F: 3 clusters Score -2970131 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -2971706.250000 Penalty: 3375.592529
	Iteration 5F: 3 clusters Score -2971706 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -2973162.500000 Penalty: 3375.592529
	Iteration 6F: 3 clusters Score -2973162 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -2974537.250000 Penalty: 3375.592529
	Iteration 7F: 3 clusters Score -2974537 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -2975548.500000 Penalty: 3375.592529
	Iteration 8Q: 3 clusters Score -2975548 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -2976221.250000 Penalty: 3375.592529
	Iteration 9Q: 3 clusters Score -2976221 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -2976713.750000 Penalty: 3375.592529
	Iteration 10Q: 3 clusters Score -2976714 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -2977091.750000 Penalty: 3375.592529
	Iteration 11Q: 3 clusters Score -2977092 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -2977389.000000 Penalty: 3375.592529
	Iteration 12Q: 3 clusters Score -2977389 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -2977644.250000 Penalty: 3375.592529
	Iteration 13Q: 3 clusters Score -2977644 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -2977835.750000 Penalty: 3375.592529
	Iteration 14Q: 3 clusters Score -2977836 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -2977963.500000 Penalty: 3375.592529
	Iteration 15Q: 3 clusters Score -2977964 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -2978083.750000 Penalty: 3375.592529
	Iteration 16Q: 3 clusters Score -2978084 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -2978173.750000 Penalty: 3375.592529
	Iteration 17Q: 3 clusters Score -2978174 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -2978249.750000 Penalty: 3375.592529
	Iteration 18Q: 3 clusters Score -2978250 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -2978315.500000 Penalty: 3375.592529
	Iteration 19Q: 3 clusters Score -2978316 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -2978350.500000 Penalty: 3375.592529
	Iteration 20F: 3 clusters Score -2978350 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -2978386.500000 Penalty: 3375.592529
	Iteration 21Q: 3 clusters Score -2978386 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -2978417.750000 Penalty: 3375.592529
	Iteration 22Q: 3 clusters Score -2978418 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -2978443.500000 Penalty: 3375.592529
	Iteration 23Q: 3 clusters Score -2978444 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -2978468.000000 Penalty: 3375.592529
	Iteration 24Q: 3 clusters Score -2978468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -2978488.000000 Penalty: 3375.592529
	Iteration 25Q: 3 clusters Score -2978488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -2978497.750000 Penalty: 3375.592529
	Iteration 26Q: 3 clusters Score -2978498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -2978509.250000 Penalty: 3375.592529
	Iteration 27Q: 3 clusters Score -2978509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -2978517.750000 Penalty: 3375.592529
	Iteration 28Q: 3 clusters Score -2978518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -2978530.500000 Penalty: 3375.592529
	Iteration 29Q: 3 clusters Score -2978530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -2978540.500000 Penalty: 3375.592529
	Iteration 30Q: 3 clusters Score -2978540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -2978546.250000 Penalty: 3375.592529
	Iteration 31Q: 3 clusters Score -2978546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -2978549.250000 Penalty: 3375.592529
	Iteration 32Q: 3 clusters Score -2978549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -2978552.750000 Penalty: 3375.592529
	Iteration 33Q: 3 clusters Score -2978553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -2978567.750000 Penalty: 3375.592529
	Iteration 34Q: 3 clusters Score -2978568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -2978584.750000 Penalty: 3375.592529
	Iteration 35Q: 3 clusters Score -2978585 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -2978598.500000 Penalty: 3375.592529
	Iteration 36Q: 3 clusters Score -2978598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -2978607.750000 Penalty: 3375.592529
	Iteration 37Q: 3 clusters Score -2978608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -2978609.000000 Penalty: 3375.592529
	Iteration 38Q: 3 clusters Score -2978609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -2978615.000000 Penalty: 3375.592529
	Iteration 39Q: 3 clusters Score -2978615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -2978622.000000 Penalty: 3375.592529
	Iteration 40F: 3 clusters Score -2978622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -2978636.000000 Penalty: 3375.592529
	Iteration 41Q: 3 clusters Score -2978636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -2978643.000000 Penalty: 3375.592529
	Iteration 42Q: 3 clusters Score -2978643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -2978653.500000 Penalty: 3375.592529
	Iteration 43Q: 3 clusters Score -2978654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -2978661.000000 Penalty: 3375.592529
	Iteration 44Q: 3 clusters Score -2978661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -2978665.500000 Penalty: 3375.592529
	Iteration 45Q: 3 clusters Score -2978666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -2978667.500000 Penalty: 3375.592529
	Iteration 46Q: 3 clusters Score -2978668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -2978665.750000 Penalty: 3375.592529
	Iteration 47Q: 3 clusters Score -2978666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -2978665.250000 Penalty: 3375.592529
	Iteration 48Q: 3 clusters Score -2978665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -2978665.250000 Penalty: 3375.592529
	Iteration 49F: 3 clusters Score -2978665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Entering Unmasked Estep 
Score: -901070.125000 Penalty: 1512.551758
	Iteration 0F: 2 clusters Score -901070.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -893174.000000 Penalty: 3025.103516
	Iteration 0F: 3 clusters Score -893174 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -896052.750000 Penalty: 3025.103516
	Iteration 1F: 3 clusters Score -896052.8 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -896818.000000 Penalty: 3025.103516
	Iteration 2F: 3 clusters Score -896818 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -897686.562500 Penalty: 3025.103516
	Iteration 3F: 3 clusters Score -897686.6 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -898531.125000 Penalty: 3025.103516
	Iteration 4F: 3 clusters Score -898531.1 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -899265.187500 Penalty: 3025.103516
	Iteration 5F: 3 clusters Score -899265.2 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -899797.312500 Penalty: 3025.103516
	Iteration 6F: 3 clusters Score -899797.3 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -900107.000000 Penalty: 3025.103516
	Iteration 7Q: 3 clusters Score -900107 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -900297.187500 Penalty: 3025.103516
	Iteration 8Q: 3 clusters Score -900297.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -900383.687500 Penalty: 3025.103516
	Iteration 9Q: 3 clusters Score -900383.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -900434.500000 Penalty: 3025.103516
	Iteration 10Q: 3 clusters Score -900434.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -900471.250000 Penalty: 3025.103516
	Iteration 11Q: 3 clusters Score -900471.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -900495.937500 Penalty: 3025.103516
	Iteration 12Q: 3 clusters Score -900495.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -900518.125000 Penalty: 3025.103516
	Iteration 13Q: 3 clusters Score -900518.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -900533.312500 Penalty: 3025.103516
	Iteration 14Q: 3 clusters Score -900533.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -900541.750000 Penalty: 3025.103516
	Iteration 15Q: 3 clusters Score -900541.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -900551.937500 Penalty: 3025.103516
	Iteration 16Q: 3 clusters Score -900551.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -900557.375000 Penalty: 3025.103516
	Iteration 17Q: 3 clusters Score -900557.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -900564.500000 Penalty: 3025.103516
	Iteration 18Q: 3 clusters Score -900564.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -900564.187500 Penalty: 3025.103516
	Iteration 19Q: 3 clusters Score -900564.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -900566.750000 Penalty: 3025.103516
	Iteration 20F: 3 clusters Score -900566.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -900571.812500 Penalty: 3025.103516
	Iteration 21Q: 3 clusters Score -900571.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -900570.375000 Penalty: 3025.103516
	Iteration 22Q: 3 clusters Score -900570.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -900575.687500 Penalty: 3025.103516
	Iteration 23Q: 3 clusters Score -900575.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -900575.000000 Penalty: 3025.103516
	Iteration 24Q: 3 clusters Score -900575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -900575.375000 Penalty: 3025.103516
	Iteration 25Q: 3 clusters Score -900575.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -900575.937500 Penalty: 3025.103516
	Iteration 26Q: 3 clusters Score -900575.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -900581.062500 Penalty: 3025.103516
	Iteration 27Q: 3 clusters Score -900581.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -900583.812500 Penalty: 3025.103516
	Iteration 28Q: 3 clusters Score -900583.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -900582.062500 Penalty: 3025.103516
	Iteration 29Q: 3 clusters Score -900582.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -900585.187500 Penalty: 3025.103516
	Iteration 30Q: 3 clusters Score -900585.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -900584.000000 Penalty: 3025.103516
	Iteration 31Q: 3 clusters Score -900584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -900584.500000 Penalty: 3025.103516
	Iteration 32Q: 3 clusters Score -900584.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -900584.125000 Penalty: 3025.103516
	Iteration 33Q: 3 clusters Score -900584.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -900582.875000 Penalty: 3025.103516
	Iteration 34Q: 3 clusters Score -900582.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -900583.937500 Penalty: 3025.103516
	Iteration 35Q: 3 clusters Score -900583.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -900583.125000 Penalty: 3025.103516
	Iteration 36Q: 3 clusters Score -900583.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -900584.562500 Penalty: 3025.103516
	Iteration 37Q: 3 clusters Score -900584.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -900583.437500 Penalty: 3025.103516
	Iteration 38Q: 3 clusters Score -900583.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -900583.437500 Penalty: 3025.103516
	Iteration 39F: 3 clusters Score -900583.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Entering Unmasked Estep 
Score: -281000.093750 Penalty: 1315.286865
	Iteration 0F: 2 clusters Score -281000.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -278105.437500 Penalty: 2630.573730
	Iteration 0F: 3 clusters Score -278105.4 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -279023.625000 Penalty: 2630.573730
	Iteration 1F: 3 clusters Score -279023.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -279500.406250 Penalty: 2630.573730
	Iteration 2F: 3 clusters Score -279500.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -279987.343750 Penalty: 2630.573730
	Iteration 3F: 3 clusters Score -279987.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -280351.250000 Penalty: 2630.573730
	Iteration 4F: 3 clusters Score -280351.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -280596.031250 Penalty: 2630.573730
	Iteration 5F: 3 clusters Score -280596 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -280788.343750 Penalty: 2630.573730
	Iteration 6Q: 3 clusters Score -280788.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -280912.468750 Penalty: 2630.573730
	Iteration 7Q: 3 clusters Score -280912.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -280970.843750 Penalty: 2630.573730
	Iteration 8Q: 3 clusters Score -280970.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -281014.187500 Penalty: 2630.573730
	Iteration 9Q: 3 clusters Score -281014.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -281037.781250 Penalty: 2630.573730
	Iteration 10Q: 3 clusters Score -281037.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -281061.781250 Penalty: 2630.573730
	Iteration 11Q: 3 clusters Score -281061.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -281081.281250 Penalty: 2630.573730
	Iteration 12Q: 3 clusters Score -281081.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -281094.593750 Penalty: 2630.573730
	Iteration 13Q: 3 clusters Score -281094.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -281100.843750 Penalty: 2630.573730
	Iteration 14Q: 3 clusters Score -281100.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -281104.218750 Penalty: 2630.573730
	Iteration 15Q: 3 clusters Score -281104.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -281104.843750 Penalty: 2630.573730
	Iteration 16Q: 3 clusters Score -281104.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -281105.593750 Penalty: 2630.573730
	Iteration 17Q: 3 clusters Score -281105.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -281108.281250 Penalty: 2630.573730
	Iteration 18Q: 3 clusters Score -281108.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -281112.000000 Penalty: 2630.573730
	Iteration 19Q: 3 clusters Score -281112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -281112.531250 Penalty: 2630.573730
	Iteration 20F: 3 clusters Score -281112.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -281113.750000 Penalty: 2630.573730
	Iteration 21Q: 3 clusters Score -281113.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -281115.406250 Penalty: 2630.573730
	Iteration 22Q: 3 clusters Score -281115.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -281116.843750 Penalty: 2630.573730
	Iteration 23Q: 3 clusters Score -281116.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -281117.406250 Penalty: 2630.573730
	Iteration 24Q: 3 clusters Score -281117.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -281117.968750 Penalty: 2630.573730
	Iteration 25Q: 3 clusters Score -281118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -281119.187500 Penalty: 2630.573730
	Iteration 26Q: 3 clusters Score -281119.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -281120.093750 Penalty: 2630.573730
	Iteration 27Q: 3 clusters Score -281120.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -281120.843750 Penalty: 2630.573730
	Iteration 28Q: 3 clusters Score -281120.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -281121.593750 Penalty: 2630.573730
	Iteration 29Q: 3 clusters Score -281121.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -281121.718750 Penalty: 2630.573730
	Iteration 30Q: 3 clusters Score -281121.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -281122.125000 Penalty: 2630.573730
	Iteration 31Q: 3 clusters Score -281122.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -281123.093750 Penalty: 2630.573730
	Iteration 32Q: 3 clusters Score -281123.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -281125.187500 Penalty: 2630.573730
	Iteration 33Q: 3 clusters Score -281125.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -281126.062500 Penalty: 2630.573730
	Iteration 34Q: 3 clusters Score -281126.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -281127.937500 Penalty: 2630.573730
	Iteration 35Q: 3 clusters Score -281127.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -281128.093750 Penalty: 2630.573730
	Iteration 36Q: 3 clusters Score -281128.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -281128.375000 Penalty: 2630.573730
	Iteration 37Q: 3 clusters Score -281128.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -281128.937500 Penalty: 2630.573730
	Iteration 38Q: 3 clusters Score -281128.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -281130.500000 Penalty: 2630.573730
	Iteration 39Q: 3 clusters Score -281130.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -281133.218750 Penalty: 2630.573730
	Iteration 40F: 3 clusters Score -281133.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -281135.125000 Penalty: 2630.573730
	Iteration 41Q: 3 clusters Score -281135.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -281137.343750 Penalty: 2630.573730
	Iteration 42Q: 3 clusters Score -281137.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -281142.218750 Penalty: 2630.573730
	Iteration 43Q: 3 clusters Score -281142.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -281149.531250 Penalty: 2630.573730
	Iteration 44Q: 3 clusters Score -281149.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -281155.843750 Penalty: 2630.573730
	Iteration 45Q: 3 clusters Score -281155.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -281164.093750 Penalty: 2630.573730
	Iteration 46Q: 3 clusters Score -281164.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -281171.000000 Penalty: 2630.573730
	Iteration 47Q: 3 clusters Score -281171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -281176.187500 Penalty: 2630.573730
	Iteration 48Q: 3 clusters Score -281176.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -281176.500000 Penalty: 2630.573730
	Iteration 49Q: 3 clusters Score -281176.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -281176.968750 Penalty: 2630.573730
	Iteration 50Q: 3 clusters Score -281177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -281178.000000 Penalty: 2630.573730
	Iteration 51Q: 3 clusters Score -281178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -281179.531250 Penalty: 2630.573730
	Iteration 52Q: 3 clusters Score -281179.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -281179.562500 Penalty: 2630.573730
	Iteration 53Q: 3 clusters Score -281179.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -281179.937500 Penalty: 2630.573730
	Iteration 54Q: 3 clusters Score -281179.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -281180.468750 Penalty: 2630.573730
	Iteration 55Q: 3 clusters Score -281180.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -281181.750000 Penalty: 2630.573730
	Iteration 56Q: 3 clusters Score -281181.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -281184.031250 Penalty: 2630.573730
	Iteration 57Q: 3 clusters Score -281184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -281184.031250 Penalty: 2630.573730
	Iteration 58Q: 3 clusters Score -281184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -281184.468750 Penalty: 2630.573730
	Iteration 59Q: 3 clusters Score -281184.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -281184.468750 Penalty: 2630.573730
	Iteration 60F: 3 clusters Score -281184.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 32417 members 
Mstep: Class 4 contains 11026 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 116182 members 
Mstep: Class 7 contains 124703 members 
Mstep: Class 8 contains 26405 members 
Mstep: Class 9 contains 61061 members 
Mstep: Class 10 contains 15100 members 
Mstep: Class 11 contains 3772 members 
Mstep: Class 12 contains 60358 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1237 members 
Mstep: Class 15 contains 2312 members 
Mstep: Class 16 contains 39819 members 
Mstep: Class 17 contains 6433 members 
Mstep: Class 18 contains 59431 members 
Mstep: Class 19 contains 7078 members 
Mstep: Class 20 contains 13615 members 
Mstep: Class 21 contains 14354 members 
Mstep: Class 22 contains 7689 members 
Mstep: Class 23 contains 6127 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10546 members 
Mstep: Class 26 contains 16948 members 
Mstep: Class 27 contains 115590 members 
Mstep: Class 28 contains 1343 members 
Mstep: Class 29 contains 1451 members 
Mstep: Class 30 contains 3356 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4382 members 
Mstep: Class 33 contains 8453 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 7202 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9637 members 
Mstep: Class 38 contains 1191 members 
Mstep: Class 39 contains 1958 members 
Mstep: Class 40 contains 86754 members 
Mstep: Class 41 contains 6830 members 
Mstep: Class 42 contains 2323 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2970 members 
Mstep: Class 45 contains 3812 members 
Mstep: Class 46 contains 2027 members 
Mstep: Class 47 contains 2608 members 
Entering Unmasked Estep 
Score: -84447760.000000 Penalty: 105190.875000
Splitting cluster 5 changes total score from -84448384.000000 to -84447760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (116182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116182 members 
Entering Unmasked Estep 
Score: -10683581.000000 Penalty: 1895.223389
	Iteration 0F: 2 clusters Score -1.068358e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58246 members 
Mstep: Class 2 contains 57936 members 
Entering Unmasked Estep 
Score: -10605679.000000 Penalty: 3790.446777
	Iteration 0F: 3 clusters Score -1.060568e+07 nChanged 55743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62521 members 
Mstep: Class 2 contains 53661 members 
Entering Unmasked Estep 
Score: -10639155.000000 Penalty: 3790.446777
	Iteration 1F: 3 clusters Score -1.063916e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65314 members 
Mstep: Class 2 contains 50868 members 
Entering Unmasked Estep 
Score: -10641133.000000 Penalty: 3790.446777
	Iteration 2Q: 3 clusters Score -1.064113e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69424 members 
Mstep: Class 2 contains 46758 members 
Entering Unmasked Estep 
Score: -10644317.000000 Penalty: 3790.446777
	Iteration 3F: 3 clusters Score -1.064432e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74576 members 
Mstep: Class 2 contains 41606 members 
Entering Unmasked Estep 
Score: -10648671.000000 Penalty: 3790.446777
	Iteration 4F: 3 clusters Score -1.064867e+07 nChanged 8246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80792 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -10653834.000000 Penalty: 3790.446777
	Iteration 5F: 3 clusters Score -1.065383e+07 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87613 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -10659477.000000 Penalty: 3790.446777
	Iteration 6F: 3 clusters Score -1.065948e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94323 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -10664487.000000 Penalty: 3790.446777
	Iteration 7F: 3 clusters Score -1.066449e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100392 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -10668958.000000 Penalty: 3790.446777
	Iteration 8F: 3 clusters Score -1.066896e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105629 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -10672931.000000 Penalty: 3790.446777
	Iteration 9Q: 3 clusters Score -1.067293e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109860 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -10676455.000000 Penalty: 3790.446777
	Iteration 10Q: 3 clusters Score -1.067646e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112908 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -10679100.000000 Penalty: 3790.446777
	Iteration 11Q: 3 clusters Score -1.06791e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114683 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -10680619.000000 Penalty: 3790.446777
	Iteration 12Q: 3 clusters Score -1.068062e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115476 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -10681322.000000 Penalty: 3790.446777
	Iteration 13Q: 3 clusters Score -1.068132e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115789 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -10681624.000000 Penalty: 3790.446777
	Iteration 14Q: 3 clusters Score -1.068162e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115883 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -10681752.000000 Penalty: 3790.446777
	Iteration 15Q: 3 clusters Score -1.068175e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115924 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -10681838.000000 Penalty: 3790.446777
	Iteration 16Q: 3 clusters Score -1.068184e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115945 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -10681865.000000 Penalty: 3790.446777
	Iteration 17Q: 3 clusters Score -1.068186e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115954 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -10681881.000000 Penalty: 3790.446777
	Iteration 18Q: 3 clusters Score -1.068188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115958 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -10681889.000000 Penalty: 3790.446777
	Iteration 19Q: 3 clusters Score -1.068189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115961 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -10681905.000000 Penalty: 3790.446777
	Iteration 20F: 3 clusters Score -1.06819e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115961 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -10681915.000000 Penalty: 3790.446777
	Iteration 21Q: 3 clusters Score -1.068192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115964 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -10681917.000000 Penalty: 3790.446777
	Iteration 22Q: 3 clusters Score -1.068192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115966 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -10681919.000000 Penalty: 3790.446777
	Iteration 23Q: 3 clusters Score -1.068192e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115966 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -10681919.000000 Penalty: 3790.446777
	Iteration 24F: 3 clusters Score -1.068192e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (124703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124703 members 
Entering Unmasked Estep 
Score: -11822304.000000 Penalty: 1906.724609
	Iteration 0F: 2 clusters Score -1.18223e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62213 members 
Mstep: Class 2 contains 62490 members 
Entering Unmasked Estep 
Score: -11738880.000000 Penalty: 3813.449219
	Iteration 0F: 3 clusters Score -1.173888e+07 nChanged 59815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59800 members 
Mstep: Class 2 contains 64903 members 
Entering Unmasked Estep 
Score: -11774142.000000 Penalty: 3813.449219
	Iteration 1F: 3 clusters Score -1.177414e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58049 members 
Mstep: Class 2 contains 66654 members 
Entering Unmasked Estep 
Score: -11775233.000000 Penalty: 3813.449219
	Iteration 2Q: 3 clusters Score -1.177523e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55218 members 
Mstep: Class 2 contains 69485 members 
Entering Unmasked Estep 
Score: -11776898.000000 Penalty: 3813.449219
	Iteration 3Q: 3 clusters Score -1.17769e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50858 members 
Mstep: Class 2 contains 73845 members 
Entering Unmasked Estep 
Score: -11779629.000000 Penalty: 3813.449219
	Iteration 4Q: 3 clusters Score -1.177963e+07 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44646 members 
Mstep: Class 2 contains 80057 members 
Entering Unmasked Estep 
Score: -11783993.000000 Penalty: 3813.449219
	Iteration 5F: 3 clusters Score -1.178399e+07 nChanged 8965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 87844 members 
Entering Unmasked Estep 
Score: -11790100.000000 Penalty: 3813.449219
	Iteration 6F: 3 clusters Score -1.17901e+07 nChanged 9024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 96008 members 
Entering Unmasked Estep 
Score: -11796968.000000 Penalty: 3813.449219
	Iteration 7F: 3 clusters Score -1.179697e+07 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 103334 members 
Entering Unmasked Estep 
Score: -11803300.000000 Penalty: 3813.449219
	Iteration 8F: 3 clusters Score -1.18033e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 109183 members 
Entering Unmasked Estep 
Score: -11808157.000000 Penalty: 3813.449219
	Iteration 9Q: 3 clusters Score -1.180816e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 113530 members 
Entering Unmasked Estep 
Score: -11811678.000000 Penalty: 3813.449219
	Iteration 10Q: 3 clusters Score -1.181168e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 116856 members 
Entering Unmasked Estep 
Score: -11814523.000000 Penalty: 3813.449219
	Iteration 11Q: 3 clusters Score -1.181452e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 119193 members 
Entering Unmasked Estep 
Score: -11816564.000000 Penalty: 3813.449219
	Iteration 12Q: 3 clusters Score -1.181656e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 120771 members 
Entering Unmasked Estep 
Score: -11817940.000000 Penalty: 3813.449219
	Iteration 13Q: 3 clusters Score -1.181794e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 121859 members 
Entering Unmasked Estep 
Score: -11818858.000000 Penalty: 3813.449219
	Iteration 14Q: 3 clusters Score -1.181886e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 122590 members 
Entering Unmasked Estep 
Score: -11819469.000000 Penalty: 3813.449219
	Iteration 15Q: 3 clusters Score -1.181947e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 123067 members 
Entering Unmasked Estep 
Score: -11819864.000000 Penalty: 3813.449219
	Iteration 16Q: 3 clusters Score -1.181986e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 123381 members 
Entering Unmasked Estep 
Score: -11820115.000000 Penalty: 3813.449219
	Iteration 17Q: 3 clusters Score -1.182012e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 123597 members 
Entering Unmasked Estep 
Score: -11820235.000000 Penalty: 3813.449219
	Iteration 18Q: 3 clusters Score -1.182024e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 123745 members 
Entering Unmasked Estep 
Score: -11820311.000000 Penalty: 3813.449219
	Iteration 19Q: 3 clusters Score -1.182031e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 123847 members 
Entering Unmasked Estep 
Score: -11820378.000000 Penalty: 3813.449219
	Iteration 20F: 3 clusters Score -1.182038e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 123929 members 
Entering Unmasked Estep 
Score: -11820443.000000 Penalty: 3813.449219
	Iteration 21Q: 3 clusters Score -1.182044e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 123990 members 
Entering Unmasked Estep 
Score: -11820487.000000 Penalty: 3813.449219
	Iteration 22Q: 3 clusters Score -1.182049e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 124027 members 
Entering Unmasked Estep 
Score: -11820518.000000 Penalty: 3813.449219
	Iteration 23Q: 3 clusters Score -1.182052e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 124065 members 
Entering Unmasked Estep 
Score: -11820537.000000 Penalty: 3813.449219
	Iteration 24Q: 3 clusters Score -1.182054e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 124096 members 
Entering Unmasked Estep 
Score: -11820564.000000 Penalty: 3813.449219
	Iteration 25Q: 3 clusters Score -1.182056e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 124128 members 
Entering Unmasked Estep 
Score: -11820578.000000 Penalty: 3813.449219
	Iteration 26Q: 3 clusters Score -1.182058e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 124146 members 
Entering Unmasked Estep 
Score: -11820606.000000 Penalty: 3813.449219
	Iteration 27Q: 3 clusters Score -1.182061e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 124158 members 
Entering Unmasked Estep 
Score: -11820606.000000 Penalty: 3813.449219
	Iteration 28Q: 3 clusters Score -1.182061e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 124174 members 
Entering Unmasked Estep 
Score: -11820633.000000 Penalty: 3813.449219
	Iteration 29Q: 3 clusters Score -1.182063e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 124185 members 
Entering Unmasked Estep 
Score: -11820640.000000 Penalty: 3813.449219
	Iteration 30Q: 3 clusters Score -1.182064e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 124198 members 
Entering Unmasked Estep 
Score: -11820643.000000 Penalty: 3813.449219
	Iteration 31Q: 3 clusters Score -1.182064e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 124205 members 
Entering Unmasked Estep 
Score: -11820643.000000 Penalty: 3813.449219
	Iteration 32Q: 3 clusters Score -1.182064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 124211 members 
Entering Unmasked Estep 
Score: -11820633.000000 Penalty: 3813.449219
	Iteration 33Q: 3 clusters Score -1.182063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 124214 members 
Entering Unmasked Estep 
Score: -11820638.000000 Penalty: 3813.449219
	Iteration 34Q: 3 clusters Score -1.182064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 124217 members 
Entering Unmasked Estep 
Score: -11820639.000000 Penalty: 3813.449219
	Iteration 35Q: 3 clusters Score -1.182064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 124218 members 
Entering Unmasked Estep 
Score: -11820639.000000 Penalty: 3813.449219
	Iteration 36Q: 3 clusters Score -1.182064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 124220 members 
Entering Unmasked Estep 
Score: -11820634.000000 Penalty: 3813.449219
	Iteration 37Q: 3 clusters Score -1.182063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 124223 members 
Entering Unmasked Estep 
Score: -11820641.000000 Penalty: 3813.449219
	Iteration 38Q: 3 clusters Score -1.182064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 124227 members 
Entering Unmasked Estep 
Score: -11820647.000000 Penalty: 3813.449219
	Iteration 39Q: 3 clusters Score -1.182065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 124228 members 
Entering Unmasked Estep 
Score: -11820651.000000 Penalty: 3813.449219
	Iteration 40F: 3 clusters Score -1.182065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 124230 members 
Entering Unmasked Estep 
Score: -11820660.000000 Penalty: 3813.449219
	Iteration 41Q: 3 clusters Score -1.182066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 124230 members 
Entering Unmasked Estep 
Score: -11820660.000000 Penalty: 3813.449219
	Iteration 42F: 3 clusters Score -1.182066e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Entering Unmasked Estep 
Score: -2185815.250000 Penalty: 1654.462646
	Iteration 0F: 2 clusters Score -2185815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2167826.000000 Penalty: 3308.925293
	Iteration 0F: 3 clusters Score -2167826 nChanged 12081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -2174619.500000 Penalty: 3308.925293
	Iteration 1F: 3 clusters Score -2174620 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2175516.500000 Penalty: 3308.925293
	Iteration 2F: 3 clusters Score -2175516 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2176633.000000 Penalty: 3308.925293
	Iteration 3F: 3 clusters Score -2176633 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2177922.750000 Penalty: 3308.925293
	Iteration 4F: 3 clusters Score -2177923 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -2179290.000000 Penalty: 3308.925293
	Iteration 5F: 3 clusters Score -2179290 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2180558.750000 Penalty: 3308.925293
	Iteration 6F: 3 clusters Score -2180559 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2181588.750000 Penalty: 3308.925293
	Iteration 7F: 3 clusters Score -2181589 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2182446.750000 Penalty: 3308.925293
	Iteration 8Q: 3 clusters Score -2182447 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2183213.250000 Penalty: 3308.925293
	Iteration 9Q: 3 clusters Score -2183213 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2183810.250000 Penalty: 3308.925293
	Iteration 10Q: 3 clusters Score -2183810 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2184272.500000 Penalty: 3308.925293
	Iteration 11Q: 3 clusters Score -2184272 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2184582.500000 Penalty: 3308.925293
	Iteration 12Q: 3 clusters Score -2184582 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2184787.250000 Penalty: 3308.925293
	Iteration 13Q: 3 clusters Score -2184787 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2184949.250000 Penalty: 3308.925293
	Iteration 14Q: 3 clusters Score -2184949 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2185048.500000 Penalty: 3308.925293
	Iteration 15Q: 3 clusters Score -2185048 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2185133.500000 Penalty: 3308.925293
	Iteration 16Q: 3 clusters Score -2185134 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2185190.000000 Penalty: 3308.925293
	Iteration 17Q: 3 clusters Score -2185190 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2185233.000000 Penalty: 3308.925293
	Iteration 18Q: 3 clusters Score -2185233 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2185258.500000 Penalty: 3308.925293
	Iteration 19Q: 3 clusters Score -2185258 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2185275.000000 Penalty: 3308.925293
	Iteration 20F: 3 clusters Score -2185275 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2185289.250000 Penalty: 3308.925293
	Iteration 21Q: 3 clusters Score -2185289 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2185299.500000 Penalty: 3308.925293
	Iteration 22Q: 3 clusters Score -2185300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2185305.250000 Penalty: 3308.925293
	Iteration 23Q: 3 clusters Score -2185305 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2185308.250000 Penalty: 3308.925293
	Iteration 24Q: 3 clusters Score -2185308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2185310.500000 Penalty: 3308.925293
	Iteration 25Q: 3 clusters Score -2185310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2185312.500000 Penalty: 3308.925293
	Iteration 26Q: 3 clusters Score -2185312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2185313.500000 Penalty: 3308.925293
	Iteration 27Q: 3 clusters Score -2185314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2185312.750000 Penalty: 3308.925293
	Iteration 28Q: 3 clusters Score -2185313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2185315.250000 Penalty: 3308.925293
	Iteration 29Q: 3 clusters Score -2185315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2185315.250000 Penalty: 3308.925293
	Iteration 30F: 3 clusters Score -2185315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (61061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61061 members 
Entering Unmasked Estep 
Score: -5660510.500000 Penalty: 1790.689575
	Iteration 0F: 2 clusters Score -5660510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -5619564.000000 Penalty: 3581.379150
	Iteration 0F: 3 clusters Score -5619564 nChanged 28891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -5635935.000000 Penalty: 3581.379150
	Iteration 1F: 3 clusters Score -5635935 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -5636641.000000 Penalty: 3581.379150
	Iteration 2Q: 3 clusters Score -5636641 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -5637628.500000 Penalty: 3581.379150
	Iteration 3Q: 3 clusters Score -5637628 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -5639200.500000 Penalty: 3581.379150
	Iteration 4Q: 3 clusters Score -5639200 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -5641783.500000 Penalty: 3581.379150
	Iteration 5F: 3 clusters Score -5641784 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -5645385.000000 Penalty: 3581.379150
	Iteration 6F: 3 clusters Score -5645385 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
Score: -5649065.000000 Penalty: 3581.379150
	Iteration 7F: 3 clusters Score -5649065 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 49560 members 
Entering Unmasked Estep 
Score: -5651790.500000 Penalty: 3581.379150
	Iteration 8F: 3 clusters Score -5651790 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 51454 members 
Entering Unmasked Estep 
Score: -5653481.500000 Penalty: 3581.379150
	Iteration 9Q: 3 clusters Score -5653482 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 52924 members 
Entering Unmasked Estep 
Score: -5654496.000000 Penalty: 3581.379150
	Iteration 10Q: 3 clusters Score -5654496 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 54137 members 
Entering Unmasked Estep 
Score: -5655269.000000 Penalty: 3581.379150
	Iteration 11Q: 3 clusters Score -5655269 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 55240 members 
Entering Unmasked Estep 
Score: -5655915.000000 Penalty: 3581.379150
	Iteration 12Q: 3 clusters Score -5655915 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 56228 members 
Entering Unmasked Estep 
Score: -5656495.500000 Penalty: 3581.379150
	Iteration 13Q: 3 clusters Score -5656496 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 57077 members 
Entering Unmasked Estep 
Score: -5657006.500000 Penalty: 3581.379150
	Iteration 14Q: 3 clusters Score -5657006 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 57792 members 
Entering Unmasked Estep 
Score: -5657484.500000 Penalty: 3581.379150
	Iteration 15Q: 3 clusters Score -5657484 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 58371 members 
Entering Unmasked Estep 
Score: -5657843.000000 Penalty: 3581.379150
	Iteration 16Q: 3 clusters Score -5657843 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 58809 members 
Entering Unmasked Estep 
Score: -5658091.000000 Penalty: 3581.379150
	Iteration 17Q: 3 clusters Score -5658091 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 59144 members 
Entering Unmasked Estep 
Score: -5658307.500000 Penalty: 3581.379150
	Iteration 18Q: 3 clusters Score -5658308 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 59416 members 
Entering Unmasked Estep 
Score: -5658460.500000 Penalty: 3581.379150
	Iteration 19Q: 3 clusters Score -5658460 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 59626 members 
Entering Unmasked Estep 
Score: -5658587.000000 Penalty: 3581.379150
	Iteration 20F: 3 clusters Score -5658587 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 59799 members 
Entering Unmasked Estep 
Score: -5658681.000000 Penalty: 3581.379150
	Iteration 21Q: 3 clusters Score -5658681 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 59933 members 
Entering Unmasked Estep 
Score: -5658758.500000 Penalty: 3581.379150
	Iteration 22Q: 3 clusters Score -5658758 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 60033 members 
Entering Unmasked Estep 
Score: -5658803.500000 Penalty: 3581.379150
	Iteration 23Q: 3 clusters Score -5658804 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 60112 members 
Entering Unmasked Estep 
Score: -5658854.000000 Penalty: 3581.379150
	Iteration 24Q: 3 clusters Score -5658854 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 60161 members 
Entering Unmasked Estep 
Score: -5658872.500000 Penalty: 3581.379150
	Iteration 25Q: 3 clusters Score -5658872 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 60208 members 
Entering Unmasked Estep 
Score: -5658900.000000 Penalty: 3581.379150
	Iteration 26Q: 3 clusters Score -5658900 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 60242 members 
Entering Unmasked Estep 
Score: -5658923.000000 Penalty: 3581.379150
	Iteration 27Q: 3 clusters Score -5658923 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 60265 members 
Entering Unmasked Estep 
Score: -5658927.000000 Penalty: 3581.379150
	Iteration 28Q: 3 clusters Score -5658927 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 60286 members 
Entering Unmasked Estep 
Score: -5658929.500000 Penalty: 3581.379150
	Iteration 29Q: 3 clusters Score -5658930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 60306 members 
Entering Unmasked Estep 
Score: -5658938.500000 Penalty: 3581.379150
	Iteration 30Q: 3 clusters Score -5658938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 60321 members 
Entering Unmasked Estep 
Score: -5658950.000000 Penalty: 3581.379150
	Iteration 31Q: 3 clusters Score -5658950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 60333 members 
Entering Unmasked Estep 
Score: -5658952.500000 Penalty: 3581.379150
	Iteration 32Q: 3 clusters Score -5658952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 60345 members 
Entering Unmasked Estep 
Score: -5658962.500000 Penalty: 3581.379150
	Iteration 33Q: 3 clusters Score -5658962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 60360 members 
Entering Unmasked Estep 
Score: -5658974.500000 Penalty: 3581.379150
	Iteration 34Q: 3 clusters Score -5658974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 60371 members 
Entering Unmasked Estep 
Score: -5658980.000000 Penalty: 3581.379150
	Iteration 35Q: 3 clusters Score -5658980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 60379 members 
Entering Unmasked Estep 
Score: -5658982.000000 Penalty: 3581.379150
	Iteration 36Q: 3 clusters Score -5658982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 60383 members 
Entering Unmasked Estep 
Score: -5658983.000000 Penalty: 3581.379150
	Iteration 37Q: 3 clusters Score -5658983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 60388 members 
Entering Unmasked Estep 
Score: -5658990.500000 Penalty: 3581.379150
	Iteration 38Q: 3 clusters Score -5658990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 60392 members 
Entering Unmasked Estep 
Score: -5658992.500000 Penalty: 3581.379150
	Iteration 39Q: 3 clusters Score -5658992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 60396 members 
Entering Unmasked Estep 
Score: -5658996.000000 Penalty: 3581.379150
	Iteration 40F: 3 clusters Score -5658996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 60399 members 
Entering Unmasked Estep 
Score: -5659002.500000 Penalty: 3581.379150
	Iteration 41Q: 3 clusters Score -5659002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 60401 members 
Entering Unmasked Estep 
Score: -5659000.500000 Penalty: 3581.379150
	Iteration 42Q: 3 clusters Score -5659000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 60403 members 
Entering Unmasked Estep 
Score: -5659000.500000 Penalty: 3581.379150
	Iteration 43Q: 3 clusters Score -5659000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 60404 members 
Entering Unmasked Estep 
Score: -5659002.500000 Penalty: 3581.379150
	Iteration 44Q: 3 clusters Score -5659002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 60405 members 
Entering Unmasked Estep 
Score: -5659006.000000 Penalty: 3581.379150
	Iteration 45Q: 3 clusters Score -5659006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 60407 members 
Entering Unmasked Estep 
Score: -5659010.500000 Penalty: 3581.379150
	Iteration 46Q: 3 clusters Score -5659010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 60410 members 
Entering Unmasked Estep 
Score: -5659011.500000 Penalty: 3581.379150
	Iteration 47Q: 3 clusters Score -5659012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 60413 members 
Entering Unmasked Estep 
Score: -5659014.000000 Penalty: 3581.379150
	Iteration 48Q: 3 clusters Score -5659014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 60415 members 
Entering Unmasked Estep 
Score: -5659012.000000 Penalty: 3581.379150
	Iteration 49Q: 3 clusters Score -5659012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 60418 members 
Entering Unmasked Estep 
Score: -5659017.500000 Penalty: 3581.379150
	Iteration 50Q: 3 clusters Score -5659018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 60420 members 
Entering Unmasked Estep 
Score: -5659021.000000 Penalty: 3581.379150
	Iteration 51Q: 3 clusters Score -5659021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 60423 members 
Entering Unmasked Estep 
Score: -5659018.500000 Penalty: 3581.379150
	Iteration 52Q: 3 clusters Score -5659018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 60423 members 
Entering Unmasked Estep 
Score: -5659018.500000 Penalty: 3581.379150
	Iteration 53F: 3 clusters Score -5659018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Entering Unmasked Estep 
Score: -1347237.500000 Penalty: 1563.648071
	Iteration 0F: 2 clusters Score -1347238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1336904.750000 Penalty: 3127.296143
	Iteration 0F: 3 clusters Score -1336905 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1340481.250000 Penalty: 3127.296143
	Iteration 1F: 3 clusters Score -1340481 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1340814.000000 Penalty: 3127.296143
	Iteration 2F: 3 clusters Score -1340814 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1341116.250000 Penalty: 3127.296143
	Iteration 3F: 3 clusters Score -1341116 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1341431.125000 Penalty: 3127.296143
	Iteration 4Q: 3 clusters Score -1341431 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1341809.625000 Penalty: 3127.296143
	Iteration 5Q: 3 clusters Score -1341810 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1342255.500000 Penalty: 3127.296143
	Iteration 6F: 3 clusters Score -1342256 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1342793.750000 Penalty: 3127.296143
	Iteration 7F: 3 clusters Score -1342794 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1343468.750000 Penalty: 3127.296143
	Iteration 8F: 3 clusters Score -1343469 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1344171.750000 Penalty: 3127.296143
	Iteration 9F: 3 clusters Score -1344172 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1344883.875000 Penalty: 3127.296143
	Iteration 10F: 3 clusters Score -1344884 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1345515.625000 Penalty: 3127.296143
	Iteration 11F: 3 clusters Score -1345516 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1345967.375000 Penalty: 3127.296143
	Iteration 12Q: 3 clusters Score -1345967 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1346245.500000 Penalty: 3127.296143
	Iteration 13Q: 3 clusters Score -1346246 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1346398.000000 Penalty: 3127.296143
	Iteration 14Q: 3 clusters Score -1346398 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1346503.625000 Penalty: 3127.296143
	Iteration 15Q: 3 clusters Score -1346504 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1346598.750000 Penalty: 3127.296143
	Iteration 16Q: 3 clusters Score -1346599 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1346674.750000 Penalty: 3127.296143
	Iteration 17Q: 3 clusters Score -1346675 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1346755.625000 Penalty: 3127.296143
	Iteration 18Q: 3 clusters Score -1346756 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1346813.750000 Penalty: 3127.296143
	Iteration 19Q: 3 clusters Score -1346814 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1346852.000000 Penalty: 3127.296143
	Iteration 20F: 3 clusters Score -1346852 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1346875.250000 Penalty: 3127.296143
	Iteration 21Q: 3 clusters Score -1346875 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1346898.375000 Penalty: 3127.296143
	Iteration 22Q: 3 clusters Score -1346898 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1346916.750000 Penalty: 3127.296143
	Iteration 23Q: 3 clusters Score -1346917 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1346930.250000 Penalty: 3127.296143
	Iteration 24Q: 3 clusters Score -1346930 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1346946.875000 Penalty: 3127.296143
	Iteration 25Q: 3 clusters Score -1346947 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1346962.500000 Penalty: 3127.296143
	Iteration 26Q: 3 clusters Score -1346962 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1346973.125000 Penalty: 3127.296143
	Iteration 27Q: 3 clusters Score -1346973 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1346990.875000 Penalty: 3127.296143
	Iteration 28Q: 3 clusters Score -1346991 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1347004.750000 Penalty: 3127.296143
	Iteration 29Q: 3 clusters Score -1347005 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1347019.500000 Penalty: 3127.296143
	Iteration 30Q: 3 clusters Score -1347020 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1347036.750000 Penalty: 3127.296143
	Iteration 31Q: 3 clusters Score -1347037 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1347047.125000 Penalty: 3127.296143
	Iteration 32Q: 3 clusters Score -1347047 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1347062.500000 Penalty: 3127.296143
	Iteration 33Q: 3 clusters Score -1347062 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1347072.125000 Penalty: 3127.296143
	Iteration 34Q: 3 clusters Score -1347072 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1347083.375000 Penalty: 3127.296143
	Iteration 35Q: 3 clusters Score -1347083 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1347095.250000 Penalty: 3127.296143
	Iteration 36Q: 3 clusters Score -1347095 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1347099.125000 Penalty: 3127.296143
	Iteration 37Q: 3 clusters Score -1347099 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1347112.375000 Penalty: 3127.296143
	Iteration 38Q: 3 clusters Score -1347112 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1347117.000000 Penalty: 3127.296143
	Iteration 39Q: 3 clusters Score -1347117 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1347119.000000 Penalty: 3127.296143
	Iteration 40F: 3 clusters Score -1347119 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1347120.375000 Penalty: 3127.296143
	Iteration 41Q: 3 clusters Score -1347120 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1347125.000000 Penalty: 3127.296143
	Iteration 42Q: 3 clusters Score -1347125 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1347130.000000 Penalty: 3127.296143
	Iteration 43Q: 3 clusters Score -1347130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1347132.250000 Penalty: 3127.296143
	Iteration 44Q: 3 clusters Score -1347132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1347133.250000 Penalty: 3127.296143
	Iteration 45Q: 3 clusters Score -1347133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1347133.750000 Penalty: 3127.296143
	Iteration 46Q: 3 clusters Score -1347134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1347131.625000 Penalty: 3127.296143
	Iteration 47Q: 3 clusters Score -1347132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1347132.375000 Penalty: 3127.296143
	Iteration 48Q: 3 clusters Score -1347132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1347132.375000 Penalty: 3127.296143
	Iteration 49Q: 3 clusters Score -1347132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1347134.375000 Penalty: 3127.296143
	Iteration 50Q: 3 clusters Score -1347134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1347138.125000 Penalty: 3127.296143
	Iteration 51Q: 3 clusters Score -1347138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1347137.500000 Penalty: 3127.296143
	Iteration 52Q: 3 clusters Score -1347138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1347136.875000 Penalty: 3127.296143
	Iteration 53Q: 3 clusters Score -1347137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1347138.500000 Penalty: 3127.296143
	Iteration 54Q: 3 clusters Score -1347138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1347140.875000 Penalty: 3127.296143
	Iteration 55Q: 3 clusters Score -1347141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1347139.375000 Penalty: 3127.296143
	Iteration 56Q: 3 clusters Score -1347139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1347142.625000 Penalty: 3127.296143
	Iteration 57Q: 3 clusters Score -1347143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1347144.375000 Penalty: 3127.296143
	Iteration 58Q: 3 clusters Score -1347144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1347142.375000 Penalty: 3127.296143
	Iteration 59Q: 3 clusters Score -1347142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1347144.750000 Penalty: 3127.296143
	Iteration 60F: 3 clusters Score -1347145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1347145.875000 Penalty: 3127.296143
	Iteration 61Q: 3 clusters Score -1347146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1347146.500000 Penalty: 3127.296143
	Iteration 62Q: 3 clusters Score -1347146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1347148.750000 Penalty: 3127.296143
	Iteration 63Q: 3 clusters Score -1347149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1347146.000000 Penalty: 3127.296143
	Iteration 64Q: 3 clusters Score -1347146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1347148.125000 Penalty: 3127.296143
	Iteration 65Q: 3 clusters Score -1347148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1347148.125000 Penalty: 3127.296143
	Iteration 66F: 3 clusters Score -1347148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Entering Unmasked Estep 
Score: -327845.781250 Penalty: 1338.246216
	Iteration 0F: 2 clusters Score -327845.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -324619.718750 Penalty: 2676.492432
	Iteration 0F: 3 clusters Score -324619.7 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -325502.718750 Penalty: 2676.492432
	Iteration 1F: 3 clusters Score -325502.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -325774.250000 Penalty: 2676.492432
	Iteration 2F: 3 clusters Score -325774.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -326009.031250 Penalty: 2676.492432
	Iteration 3F: 3 clusters Score -326009 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -326158.062500 Penalty: 2676.492432
	Iteration 4F: 3 clusters Score -326158.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -326268.437500 Penalty: 2676.492432
	Iteration 5Q: 3 clusters Score -326268.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -326343.718750 Penalty: 2676.492432
	Iteration 6Q: 3 clusters Score -326343.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -326410.500000 Penalty: 2676.492432
	Iteration 7Q: 3 clusters Score -326410.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -326465.562500 Penalty: 2676.492432
	Iteration 8Q: 3 clusters Score -326465.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -326524.093750 Penalty: 2676.492432
	Iteration 9Q: 3 clusters Score -326524.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -326578.750000 Penalty: 2676.492432
	Iteration 10Q: 3 clusters Score -326578.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -326608.875000 Penalty: 2676.492432
	Iteration 11Q: 3 clusters Score -326608.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -326632.375000 Penalty: 2676.492432
	Iteration 12Q: 3 clusters Score -326632.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -326653.312500 Penalty: 2676.492432
	Iteration 13Q: 3 clusters Score -326653.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -326668.156250 Penalty: 2676.492432
	Iteration 14Q: 3 clusters Score -326668.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -326684.281250 Penalty: 2676.492432
	Iteration 15Q: 3 clusters Score -326684.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -326700.187500 Penalty: 2676.492432
	Iteration 16Q: 3 clusters Score -326700.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -326713.906250 Penalty: 2676.492432
	Iteration 17Q: 3 clusters Score -326713.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -326726.500000 Penalty: 2676.492432
	Iteration 18Q: 3 clusters Score -326726.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -326734.906250 Penalty: 2676.492432
	Iteration 19Q: 3 clusters Score -326734.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -326748.531250 Penalty: 2676.492432
	Iteration 20F: 3 clusters Score -326748.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -326767.843750 Penalty: 2676.492432
	Iteration 21Q: 3 clusters Score -326767.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -326779.906250 Penalty: 2676.492432
	Iteration 22Q: 3 clusters Score -326779.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -326786.437500 Penalty: 2676.492432
	Iteration 23Q: 3 clusters Score -326786.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -326795.000000 Penalty: 2676.492432
	Iteration 24Q: 3 clusters Score -326795 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -326802.656250 Penalty: 2676.492432
	Iteration 25Q: 3 clusters Score -326802.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -326809.218750 Penalty: 2676.492432
	Iteration 26Q: 3 clusters Score -326809.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -326816.656250 Penalty: 2676.492432
	Iteration 27Q: 3 clusters Score -326816.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -326826.968750 Penalty: 2676.492432
	Iteration 28Q: 3 clusters Score -326827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -326834.312500 Penalty: 2676.492432
	Iteration 29Q: 3 clusters Score -326834.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -326844.593750 Penalty: 2676.492432
	Iteration 30Q: 3 clusters Score -326844.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -326851.656250 Penalty: 2676.492432
	Iteration 31Q: 3 clusters Score -326851.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -326855.000000 Penalty: 2676.492432
	Iteration 32Q: 3 clusters Score -326855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -326855.093750 Penalty: 2676.492432
	Iteration 33Q: 3 clusters Score -326855.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -326854.968750 Penalty: 2676.492432
	Iteration 34Q: 3 clusters Score -326855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -326856.062500 Penalty: 2676.492432
	Iteration 35Q: 3 clusters Score -326856.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -326859.062500 Penalty: 2676.492432
	Iteration 36Q: 3 clusters Score -326859.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -326861.250000 Penalty: 2676.492432
	Iteration 37Q: 3 clusters Score -326861.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -326862.125000 Penalty: 2676.492432
	Iteration 38Q: 3 clusters Score -326862.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -326862.906250 Penalty: 2676.492432
	Iteration 39Q: 3 clusters Score -326862.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -326862.906250 Penalty: 2676.492432
	Iteration 40F: 3 clusters Score -326862.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (60358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60358 members 
Entering Unmasked Estep 
Score: -5559292.500000 Penalty: 1788.807983
	Iteration 0F: 2 clusters Score -5559292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -5518996.500000 Penalty: 3577.615967
	Iteration 0F: 3 clusters Score -5518996 nChanged 28424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -5535086.500000 Penalty: 3577.615967
	Iteration 1F: 3 clusters Score -5535086 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -5535753.000000 Penalty: 3577.615967
	Iteration 2Q: 3 clusters Score -5535753 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -5536425.000000 Penalty: 3577.615967
	Iteration 3Q: 3 clusters Score -5536425 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -5537240.000000 Penalty: 3577.615967
	Iteration 4Q: 3 clusters Score -5537240 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -5538363.000000 Penalty: 3577.615967
	Iteration 5Q: 3 clusters Score -5538363 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -5539994.500000 Penalty: 3577.615967
	Iteration 6Q: 3 clusters Score -5539994 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -5542143.500000 Penalty: 3577.615967
	Iteration 7F: 3 clusters Score -5542144 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 44366 members 
Entering Unmasked Estep 
Score: -5544798.000000 Penalty: 3577.615967
	Iteration 8F: 3 clusters Score -5544798 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -5548211.500000 Penalty: 3577.615967
	Iteration 9F: 3 clusters Score -5548212 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 52450 members 
Entering Unmasked Estep 
Score: -5551607.500000 Penalty: 3577.615967
	Iteration 10F: 3 clusters Score -5551608 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 55627 members 
Entering Unmasked Estep 
Score: -5554358.500000 Penalty: 3577.615967
	Iteration 11F: 3 clusters Score -5554358 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 57653 members 
Entering Unmasked Estep 
Score: -5556047.000000 Penalty: 3577.615967
	Iteration 12Q: 3 clusters Score -5556047 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 58685 members 
Entering Unmasked Estep 
Score: -5556861.500000 Penalty: 3577.615967
	Iteration 13Q: 3 clusters Score -5556862 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 59216 members 
Entering Unmasked Estep 
Score: -5557300.500000 Penalty: 3577.615967
	Iteration 14Q: 3 clusters Score -5557300 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 59503 members 
Entering Unmasked Estep 
Score: -5557508.500000 Penalty: 3577.615967
	Iteration 15Q: 3 clusters Score -5557508 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 59635 members 
Entering Unmasked Estep 
Score: -5557615.500000 Penalty: 3577.615967
	Iteration 16Q: 3 clusters Score -5557616 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 59714 members 
Entering Unmasked Estep 
Score: -5557668.000000 Penalty: 3577.615967
	Iteration 17Q: 3 clusters Score -5557668 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 59755 members 
Entering Unmasked Estep 
Score: -5557703.000000 Penalty: 3577.615967
	Iteration 18Q: 3 clusters Score -5557703 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 59784 members 
Entering Unmasked Estep 
Score: -5557722.000000 Penalty: 3577.615967
	Iteration 19Q: 3 clusters Score -5557722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 59805 members 
Entering Unmasked Estep 
Score: -5557730.500000 Penalty: 3577.615967
	Iteration 20F: 3 clusters Score -5557730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 59820 members 
Entering Unmasked Estep 
Score: -5557752.000000 Penalty: 3577.615967
	Iteration 21Q: 3 clusters Score -5557752 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 59828 members 
Entering Unmasked Estep 
Score: -5557764.500000 Penalty: 3577.615967
	Iteration 22Q: 3 clusters Score -5557764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 59841 members 
Entering Unmasked Estep 
Score: -5557779.000000 Penalty: 3577.615967
	Iteration 23Q: 3 clusters Score -5557779 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 59854 members 
Entering Unmasked Estep 
Score: -5557797.500000 Penalty: 3577.615967
	Iteration 24Q: 3 clusters Score -5557798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 59866 members 
Entering Unmasked Estep 
Score: -5557803.500000 Penalty: 3577.615967
	Iteration 25Q: 3 clusters Score -5557804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 59874 members 
Entering Unmasked Estep 
Score: -5557811.500000 Penalty: 3577.615967
	Iteration 26Q: 3 clusters Score -5557812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 59875 members 
Entering Unmasked Estep 
Score: -5557812.000000 Penalty: 3577.615967
	Iteration 27Q: 3 clusters Score -5557812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 59883 members 
Entering Unmasked Estep 
Score: -5557813.000000 Penalty: 3577.615967
	Iteration 28Q: 3 clusters Score -5557813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 59886 members 
Entering Unmasked Estep 
Score: -5557820.000000 Penalty: 3577.615967
	Iteration 29Q: 3 clusters Score -5557820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 59885 members 
Entering Unmasked Estep 
Score: -5557822.000000 Penalty: 3577.615967
	Iteration 30Q: 3 clusters Score -5557822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 59885 members 
Entering Unmasked Estep 
Score: -5557825.000000 Penalty: 3577.615967
	Iteration 31Q: 3 clusters Score -5557825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 59883 members 
Entering Unmasked Estep 
Score: -5557831.500000 Penalty: 3577.615967
	Iteration 32Q: 3 clusters Score -5557832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 59883 members 
Entering Unmasked Estep 
Score: -5557830.000000 Penalty: 3577.615967
	Iteration 33Q: 3 clusters Score -5557830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 59885 members 
Entering Unmasked Estep 
Score: -5557833.500000 Penalty: 3577.615967
	Iteration 34Q: 3 clusters Score -5557834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 59885 members 
Entering Unmasked Estep 
Score: -5557830.500000 Penalty: 3577.615967
	Iteration 35Q: 3 clusters Score -5557830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 59884 members 
Entering Unmasked Estep 
Score: -5557833.500000 Penalty: 3577.615967
	Iteration 36Q: 3 clusters Score -5557834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 59882 members 
Entering Unmasked Estep 
Score: -5557834.500000 Penalty: 3577.615967
	Iteration 37Q: 3 clusters Score -5557834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 59881 members 
Entering Unmasked Estep 
Score: -5557836.000000 Penalty: 3577.615967
	Iteration 38Q: 3 clusters Score -5557836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 59880 members 
Entering Unmasked Estep 
Score: -5557836.500000 Penalty: 3577.615967
	Iteration 39Q: 3 clusters Score -5557836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 59881 members 
Entering Unmasked Estep 
Score: -5557837.000000 Penalty: 3577.615967
	Iteration 40F: 3 clusters Score -5557837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 59882 members 
Entering Unmasked Estep 
Score: -5557836.500000 Penalty: 3577.615967
	Iteration 41Q: 3 clusters Score -5557836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 59882 members 
Entering Unmasked Estep 
Score: -5557836.500000 Penalty: 3577.615967
	Iteration 42F: 3 clusters Score -5557836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -27718.972656 Penalty: 937.859131
	Iteration 0F: 2 clusters Score -27718.97 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 176 members 
Entering Unmasked Estep 
Score: -26824.992188 Penalty: 1875.718262
	Iteration 0F: 3 clusters Score -26824.99 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -26926.474609 Penalty: 1875.718262
	Iteration 1F: 3 clusters Score -26926.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26950.878906 Penalty: 1875.718262
	Iteration 2Q: 3 clusters Score -26950.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26968.333984 Penalty: 1875.718262
	Iteration 3Q: 3 clusters Score -26968.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26982.169922 Penalty: 1875.718262
	Iteration 4Q: 3 clusters Score -26982.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -26997.644531 Penalty: 1875.718262
	Iteration 5Q: 3 clusters Score -26997.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27000.107422 Penalty: 1875.718262
	Iteration 6Q: 3 clusters Score -27000.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27000.107422 Penalty: 1875.718262
	Iteration 7F: 3 clusters Score -27000.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Entering Unmasked Estep 
Score: -86913.773438 Penalty: 1157.072144
	Iteration 0F: 2 clusters Score -86913.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -85371.312500 Penalty: 2314.144287
	Iteration 0F: 3 clusters Score -85371.31 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -86020.468750 Penalty: 2314.144287
	Iteration 1F: 3 clusters Score -86020.47 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -86444.828125 Penalty: 2314.144287
	Iteration 2F: 3 clusters Score -86444.83 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -86684.640625 Penalty: 2314.144287
	Iteration 3F: 3 clusters Score -86684.64 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -86848.296875 Penalty: 2314.144287
	Iteration 4F: 3 clusters Score -86848.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -86963.328125 Penalty: 2314.144287
	Iteration 5Q: 3 clusters Score -86963.33 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -87098.601562 Penalty: 2314.144287
	Iteration 6Q: 3 clusters Score -87098.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -87190.101562 Penalty: 2314.144287
	Iteration 7Q: 3 clusters Score -87190.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -87222.781250 Penalty: 2314.144287
	Iteration 8Q: 3 clusters Score -87222.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -87237.710938 Penalty: 2314.144287
	Iteration 9Q: 3 clusters Score -87237.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -87244.960938 Penalty: 2314.144287
	Iteration 10Q: 3 clusters Score -87244.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -87257.968750 Penalty: 2314.144287
	Iteration 11Q: 3 clusters Score -87257.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -87266.718750 Penalty: 2314.144287
	Iteration 12Q: 3 clusters Score -87266.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -87268.335938 Penalty: 2314.144287
	Iteration 13Q: 3 clusters Score -87268.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -87268.335938 Penalty: 2314.144287
	Iteration 14F: 3 clusters Score -87268.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 32417 members 
Mstep: Class 4 contains 11026 members 
Mstep: Class 5 contains 3275 members 
Mstep: Class 6 contains 116182 members 
Mstep: Class 7 contains 124703 members 
Mstep: Class 8 contains 26405 members 
Mstep: Class 9 contains 61061 members 
Mstep: Class 10 contains 15100 members 
Mstep: Class 11 contains 3772 members 
Mstep: Class 12 contains 60358 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 446 members 
Mstep: Class 15 contains 2312 members 
Mstep: Class 16 contains 39819 members 
Mstep: Class 17 contains 6433 members 
Mstep: Class 18 contains 59431 members 
Mstep: Class 19 contains 7078 members 
Mstep: Class 20 contains 13615 members 
Mstep: Class 21 contains 14354 members 
Mstep: Class 22 contains 7689 members 
Mstep: Class 23 contains 6127 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10546 members 
Mstep: Class 26 contains 16948 members 
Mstep: Class 27 contains 115590 members 
Mstep: Class 28 contains 1343 members 
Mstep: Class 29 contains 1451 members 
Mstep: Class 30 contains 3356 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4382 members 
Mstep: Class 33 contains 8453 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 7202 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9637 members 
Mstep: Class 38 contains 1191 members 
Mstep: Class 39 contains 1958 members 
Mstep: Class 40 contains 86754 members 
Mstep: Class 41 contains 6830 members 
Mstep: Class 42 contains 2323 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2970 members 
Mstep: Class 45 contains 3812 members 
Mstep: Class 46 contains 2027 members 
Mstep: Class 47 contains 791 members 
Entering Unmasked Estep 
Score: -84447688.000000 Penalty: 105190.875000
Splitting cluster 14 changes total score from -84448384.000000 to -84447688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (2312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Entering Unmasked Estep 
Score: -194952.062500 Penalty: 1258.703613
	Iteration 0F: 2 clusters Score -194952.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -192660.468750 Penalty: 2517.407227
	Iteration 0F: 3 clusters Score -192660.5 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -193374.375000 Penalty: 2517.407227
	Iteration 1F: 3 clusters Score -193374.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -193764.250000 Penalty: 2517.407227
	Iteration 2F: 3 clusters Score -193764.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -194056.484375 Penalty: 2517.407227
	Iteration 3F: 3 clusters Score -194056.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -194263.171875 Penalty: 2517.407227
	Iteration 4F: 3 clusters Score -194263.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -194417.328125 Penalty: 2517.407227
	Iteration 5Q: 3 clusters Score -194417.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -194532.187500 Penalty: 2517.407227
	Iteration 6Q: 3 clusters Score -194532.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -194615.250000 Penalty: 2517.407227
	Iteration 7Q: 3 clusters Score -194615.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -194684.625000 Penalty: 2517.407227
	Iteration 8Q: 3 clusters Score -194684.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -194718.984375 Penalty: 2517.407227
	Iteration 9Q: 3 clusters Score -194719 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -194738.984375 Penalty: 2517.407227
	Iteration 10Q: 3 clusters Score -194739 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -194751.359375 Penalty: 2517.407227
	Iteration 11Q: 3 clusters Score -194751.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -194758.343750 Penalty: 2517.407227
	Iteration 12Q: 3 clusters Score -194758.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -194762.546875 Penalty: 2517.407227
	Iteration 13Q: 3 clusters Score -194762.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -194763.562500 Penalty: 2517.407227
	Iteration 14Q: 3 clusters Score -194763.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -194763.562500 Penalty: 2517.407227
	Iteration 15F: 3 clusters Score -194763.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (39819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Entering Unmasked Estep 
Score: -3630109.250000 Penalty: 1721.216064
	Iteration 0F: 2 clusters Score -3630109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -3603343.000000 Penalty: 3442.432129
	Iteration 0F: 3 clusters Score -3603343 nChanged 18571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -3613921.500000 Penalty: 3442.432129
	Iteration 1F: 3 clusters Score -3613922 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -3614456.250000 Penalty: 3442.432129
	Iteration 2Q: 3 clusters Score -3614456 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -3615011.500000 Penalty: 3442.432129
	Iteration 3Q: 3 clusters Score -3615012 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -3615597.000000 Penalty: 3442.432129
	Iteration 4Q: 3 clusters Score -3615597 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -3616179.250000 Penalty: 3442.432129
	Iteration 5Q: 3 clusters Score -3616179 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -3616805.250000 Penalty: 3442.432129
	Iteration 6Q: 3 clusters Score -3616805 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -3617542.750000 Penalty: 3442.432129
	Iteration 7Q: 3 clusters Score -3617543 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -3618298.250000 Penalty: 3442.432129
	Iteration 8Q: 3 clusters Score -3618298 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -3619218.750000 Penalty: 3442.432129
	Iteration 9Q: 3 clusters Score -3619219 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -3620240.250000 Penalty: 3442.432129
	Iteration 10F: 3 clusters Score -3620240 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -3621403.250000 Penalty: 3442.432129
	Iteration 11F: 3 clusters Score -3621403 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -3622667.250000 Penalty: 3442.432129
	Iteration 12Q: 3 clusters Score -3622667 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -3624074.750000 Penalty: 3442.432129
	Iteration 13Q: 3 clusters Score -3624075 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -3625481.750000 Penalty: 3442.432129
	Iteration 14Q: 3 clusters Score -3625482 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -3626745.500000 Penalty: 3442.432129
	Iteration 15Q: 3 clusters Score -3626746 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3627596.750000 Penalty: 3442.432129
	Iteration 16Q: 3 clusters Score -3627597 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3628049.750000 Penalty: 3442.432129
	Iteration 17Q: 3 clusters Score -3628050 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3628306.250000 Penalty: 3442.432129
	Iteration 18Q: 3 clusters Score -3628306 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3628428.750000 Penalty: 3442.432129
	Iteration 19Q: 3 clusters Score -3628429 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3628489.750000 Penalty: 3442.432129
	Iteration 20F: 3 clusters Score -3628490 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3628536.000000 Penalty: 3442.432129
	Iteration 21Q: 3 clusters Score -3628536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3628568.500000 Penalty: 3442.432129
	Iteration 22Q: 3 clusters Score -3628568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3628592.000000 Penalty: 3442.432129
	Iteration 23Q: 3 clusters Score -3628592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3628617.750000 Penalty: 3442.432129
	Iteration 24Q: 3 clusters Score -3628618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39548 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3628637.500000 Penalty: 3442.432129
	Iteration 25Q: 3 clusters Score -3628638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39559 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3628636.500000 Penalty: 3442.432129
	Iteration 26Q: 3 clusters Score -3628636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3628647.750000 Penalty: 3442.432129
	Iteration 27Q: 3 clusters Score -3628648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3628652.250000 Penalty: 3442.432129
	Iteration 28Q: 3 clusters Score -3628652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3628660.750000 Penalty: 3442.432129
	Iteration 29Q: 3 clusters Score -3628661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3628663.250000 Penalty: 3442.432129
	Iteration 30Q: 3 clusters Score -3628663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3628661.250000 Penalty: 3442.432129
	Iteration 31Q: 3 clusters Score -3628661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3628663.250000 Penalty: 3442.432129
	Iteration 32Q: 3 clusters Score -3628663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3628667.250000 Penalty: 3442.432129
	Iteration 33Q: 3 clusters Score -3628667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3628672.250000 Penalty: 3442.432129
	Iteration 34Q: 3 clusters Score -3628672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3628672.250000 Penalty: 3442.432129
	Iteration 35F: 3 clusters Score -3628672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Entering Unmasked Estep 
Score: -579309.625000 Penalty: 1424.994385
	Iteration 0F: 2 clusters Score -579309.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -574384.562500 Penalty: 2849.988770
	Iteration 0F: 3 clusters Score -574384.6 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -575907.062500 Penalty: 2849.988770
	Iteration 1F: 3 clusters Score -575907.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -576170.125000 Penalty: 2849.988770
	Iteration 2F: 3 clusters Score -576170.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -576354.812500 Penalty: 2849.988770
	Iteration 3F: 3 clusters Score -576354.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -576500.562500 Penalty: 2849.988770
	Iteration 4Q: 3 clusters Score -576500.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -576632.250000 Penalty: 2849.988770
	Iteration 5Q: 3 clusters Score -576632.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -576761.750000 Penalty: 2849.988770
	Iteration 6Q: 3 clusters Score -576761.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -576885.062500 Penalty: 2849.988770
	Iteration 7Q: 3 clusters Score -576885.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -577010.562500 Penalty: 2849.988770
	Iteration 8Q: 3 clusters Score -577010.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -577130.187500 Penalty: 2849.988770
	Iteration 9Q: 3 clusters Score -577130.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -577257.125000 Penalty: 2849.988770
	Iteration 10Q: 3 clusters Score -577257.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -577404.000000 Penalty: 2849.988770
	Iteration 11Q: 3 clusters Score -577404 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -577512.500000 Penalty: 2849.988770
	Iteration 12Q: 3 clusters Score -577512.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -577582.500000 Penalty: 2849.988770
	Iteration 13Q: 3 clusters Score -577582.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -577639.187500 Penalty: 2849.988770
	Iteration 14Q: 3 clusters Score -577639.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -577705.062500 Penalty: 2849.988770
	Iteration 15Q: 3 clusters Score -577705.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -577764.312500 Penalty: 2849.988770
	Iteration 16Q: 3 clusters Score -577764.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -577831.687500 Penalty: 2849.988770
	Iteration 17Q: 3 clusters Score -577831.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -577923.312500 Penalty: 2849.988770
	Iteration 18Q: 3 clusters Score -577923.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -578011.437500 Penalty: 2849.988770
	Iteration 19Q: 3 clusters Score -578011.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -578081.687500 Penalty: 2849.988770
	Iteration 20F: 3 clusters Score -578081.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -578140.500000 Penalty: 2849.988770
	Iteration 21Q: 3 clusters Score -578140.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -578200.187500 Penalty: 2849.988770
	Iteration 22Q: 3 clusters Score -578200.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -578259.750000 Penalty: 2849.988770
	Iteration 23Q: 3 clusters Score -578259.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -578304.750000 Penalty: 2849.988770
	Iteration 24Q: 3 clusters Score -578304.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -578336.062500 Penalty: 2849.988770
	Iteration 25Q: 3 clusters Score -578336.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -578360.375000 Penalty: 2849.988770
	Iteration 26Q: 3 clusters Score -578360.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -578385.625000 Penalty: 2849.988770
	Iteration 27Q: 3 clusters Score -578385.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -578403.875000 Penalty: 2849.988770
	Iteration 28Q: 3 clusters Score -578403.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -578420.187500 Penalty: 2849.988770
	Iteration 29Q: 3 clusters Score -578420.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -578438.375000 Penalty: 2849.988770
	Iteration 30Q: 3 clusters Score -578438.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -578454.437500 Penalty: 2849.988770
	Iteration 31Q: 3 clusters Score -578454.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -578470.625000 Penalty: 2849.988770
	Iteration 32Q: 3 clusters Score -578470.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -578499.000000 Penalty: 2849.988770
	Iteration 33Q: 3 clusters Score -578499 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -578539.687500 Penalty: 2849.988770
	Iteration 34Q: 3 clusters Score -578539.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -578578.562500 Penalty: 2849.988770
	Iteration 35Q: 3 clusters Score -578578.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -578613.375000 Penalty: 2849.988770
	Iteration 36Q: 3 clusters Score -578613.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -578637.562500 Penalty: 2849.988770
	Iteration 37Q: 3 clusters Score -578637.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -578661.500000 Penalty: 2849.988770
	Iteration 38Q: 3 clusters Score -578661.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -578680.125000 Penalty: 2849.988770
	Iteration 39Q: 3 clusters Score -578680.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -578701.875000 Penalty: 2849.988770
	Iteration 40F: 3 clusters Score -578701.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -578722.062500 Penalty: 2849.988770
	Iteration 41Q: 3 clusters Score -578722.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -578742.125000 Penalty: 2849.988770
	Iteration 42Q: 3 clusters Score -578742.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -578753.187500 Penalty: 2849.988770
	Iteration 43Q: 3 clusters Score -578753.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -578764.312500 Penalty: 2849.988770
	Iteration 44Q: 3 clusters Score -578764.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -578773.500000 Penalty: 2849.988770
	Iteration 45Q: 3 clusters Score -578773.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -578782.000000 Penalty: 2849.988770
	Iteration 46Q: 3 clusters Score -578782 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -578790.375000 Penalty: 2849.988770
	Iteration 47Q: 3 clusters Score -578790.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -578802.750000 Penalty: 2849.988770
	Iteration 48Q: 3 clusters Score -578802.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -578811.750000 Penalty: 2849.988770
	Iteration 49Q: 3 clusters Score -578811.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -578818.687500 Penalty: 2849.988770
	Iteration 50Q: 3 clusters Score -578818.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -578825.125000 Penalty: 2849.988770
	Iteration 51Q: 3 clusters Score -578825.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -578829.250000 Penalty: 2849.988770
	Iteration 52Q: 3 clusters Score -578829.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -578837.312500 Penalty: 2849.988770
	Iteration 53Q: 3 clusters Score -578837.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -578841.437500 Penalty: 2849.988770
	Iteration 54Q: 3 clusters Score -578841.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -578842.812500 Penalty: 2849.988770
	Iteration 55Q: 3 clusters Score -578842.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -578845.687500 Penalty: 2849.988770
	Iteration 56Q: 3 clusters Score -578845.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -578847.375000 Penalty: 2849.988770
	Iteration 57Q: 3 clusters Score -578847.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -578848.250000 Penalty: 2849.988770
	Iteration 58Q: 3 clusters Score -578848.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -578851.187500 Penalty: 2849.988770
	Iteration 59Q: 3 clusters Score -578851.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -578853.187500 Penalty: 2849.988770
	Iteration 60F: 3 clusters Score -578853.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -578854.062500 Penalty: 2849.988770
	Iteration 61Q: 3 clusters Score -578854.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -578853.812500 Penalty: 2849.988770
	Iteration 62Q: 3 clusters Score -578853.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -578856.250000 Penalty: 2849.988770
	Iteration 63Q: 3 clusters Score -578856.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -578858.500000 Penalty: 2849.988770
	Iteration 64Q: 3 clusters Score -578858.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -578859.062500 Penalty: 2849.988770
	Iteration 65Q: 3 clusters Score -578859.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -578860.625000 Penalty: 2849.988770
	Iteration 66Q: 3 clusters Score -578860.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -578864.000000 Penalty: 2849.988770
	Iteration 67Q: 3 clusters Score -578864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -578868.250000 Penalty: 2849.988770
	Iteration 68Q: 3 clusters Score -578868.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -578872.312500 Penalty: 2849.988770
	Iteration 69Q: 3 clusters Score -578872.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -578873.875000 Penalty: 2849.988770
	Iteration 70Q: 3 clusters Score -578873.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -578875.375000 Penalty: 2849.988770
	Iteration 71Q: 3 clusters Score -578875.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -578878.437500 Penalty: 2849.988770
	Iteration 72Q: 3 clusters Score -578878.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -578880.187500 Penalty: 2849.988770
	Iteration 73Q: 3 clusters Score -578880.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -578884.312500 Penalty: 2849.988770
	Iteration 74Q: 3 clusters Score -578884.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -578887.125000 Penalty: 2849.988770
	Iteration 75Q: 3 clusters Score -578887.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -578893.250000 Penalty: 2849.988770
	Iteration 76Q: 3 clusters Score -578893.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -578896.750000 Penalty: 2849.988770
	Iteration 77Q: 3 clusters Score -578896.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -578897.500000 Penalty: 2849.988770
	Iteration 78Q: 3 clusters Score -578897.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -578902.937500 Penalty: 2849.988770
	Iteration 79Q: 3 clusters Score -578902.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -578906.687500 Penalty: 2849.988770
	Iteration 80F: 3 clusters Score -578906.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -578909.437500 Penalty: 2849.988770
	Iteration 81Q: 3 clusters Score -578909.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -578912.750000 Penalty: 2849.988770
	Iteration 82Q: 3 clusters Score -578912.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -578915.000000 Penalty: 2849.988770
	Iteration 83Q: 3 clusters Score -578915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -578916.125000 Penalty: 2849.988770
	Iteration 84Q: 3 clusters Score -578916.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -578918.375000 Penalty: 2849.988770
	Iteration 85Q: 3 clusters Score -578918.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -578920.187500 Penalty: 2849.988770
	Iteration 86Q: 3 clusters Score -578920.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -578920.750000 Penalty: 2849.988770
	Iteration 87Q: 3 clusters Score -578920.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -578920.687500 Penalty: 2849.988770
	Iteration 88Q: 3 clusters Score -578920.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -578920.687500 Penalty: 2849.988770
	Iteration 89F: 3 clusters Score -578920.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (59431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59431 members 
Entering Unmasked Estep 
Score: -5459724.000000 Penalty: 1786.292725
	Iteration 0F: 2 clusters Score -5459724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -5419865.000000 Penalty: 3572.585449
	Iteration 0F: 3 clusters Score -5419865 nChanged 28050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -5435976.500000 Penalty: 3572.585449
	Iteration 1F: 3 clusters Score -5435976 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -5436428.500000 Penalty: 3572.585449
	Iteration 2Q: 3 clusters Score -5436428 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -5436968.500000 Penalty: 3572.585449
	Iteration 3Q: 3 clusters Score -5436968 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -5437527.000000 Penalty: 3572.585449
	Iteration 4Q: 3 clusters Score -5437527 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -5438163.000000 Penalty: 3572.585449
	Iteration 5Q: 3 clusters Score -5438163 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -5438876.000000 Penalty: 3572.585449
	Iteration 6Q: 3 clusters Score -5438876 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -5439613.000000 Penalty: 3572.585449
	Iteration 7Q: 3 clusters Score -5439613 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -5440579.000000 Penalty: 3572.585449
	Iteration 8Q: 3 clusters Score -5440579 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -5441529.000000 Penalty: 3572.585449
	Iteration 9Q: 3 clusters Score -5441529 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -5442705.500000 Penalty: 3572.585449
	Iteration 10Q: 3 clusters Score -5442706 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -5444145.000000 Penalty: 3572.585449
	Iteration 11Q: 3 clusters Score -5444145 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -5445478.500000 Penalty: 3572.585449
	Iteration 12Q: 3 clusters Score -5445478 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -5446705.000000 Penalty: 3572.585449
	Iteration 13Q: 3 clusters Score -5446705 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -5447635.500000 Penalty: 3572.585449
	Iteration 14Q: 3 clusters Score -5447636 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -5448222.000000 Penalty: 3572.585449
	Iteration 15Q: 3 clusters Score -5448222 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -5448597.000000 Penalty: 3572.585449
	Iteration 16Q: 3 clusters Score -5448597 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -5448954.500000 Penalty: 3572.585449
	Iteration 17Q: 3 clusters Score -5448954 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -5449354.500000 Penalty: 3572.585449
	Iteration 18Q: 3 clusters Score -5449354 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 44276 members 
Entering Unmasked Estep 
Score: -5449717.500000 Penalty: 3572.585449
	Iteration 19Q: 3 clusters Score -5449718 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 45457 members 
Entering Unmasked Estep 
Score: -5450165.500000 Penalty: 3572.585449
	Iteration 20F: 3 clusters Score -5450166 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 46644 members 
Entering Unmasked Estep 
Score: -5450606.500000 Penalty: 3572.585449
	Iteration 21Q: 3 clusters Score -5450606 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 47833 members 
Entering Unmasked Estep 
Score: -5451089.000000 Penalty: 3572.585449
	Iteration 22Q: 3 clusters Score -5451089 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 49055 members 
Entering Unmasked Estep 
Score: -5451695.000000 Penalty: 3572.585449
	Iteration 23Q: 3 clusters Score -5451695 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 50297 members 
Entering Unmasked Estep 
Score: -5452302.500000 Penalty: 3572.585449
	Iteration 24Q: 3 clusters Score -5452302 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 51541 members 
Entering Unmasked Estep 
Score: -5452907.000000 Penalty: 3572.585449
	Iteration 25Q: 3 clusters Score -5452907 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 52794 members 
Entering Unmasked Estep 
Score: -5453645.500000 Penalty: 3572.585449
	Iteration 26Q: 3 clusters Score -5453646 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 53934 members 
Entering Unmasked Estep 
Score: -5454313.500000 Penalty: 3572.585449
	Iteration 27Q: 3 clusters Score -5454314 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 54994 members 
Entering Unmasked Estep 
Score: -5455011.000000 Penalty: 3572.585449
	Iteration 28Q: 3 clusters Score -5455011 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 55959 members 
Entering Unmasked Estep 
Score: -5455706.500000 Penalty: 3572.585449
	Iteration 29Q: 3 clusters Score -5455706 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 56798 members 
Entering Unmasked Estep 
Score: -5456333.500000 Penalty: 3572.585449
	Iteration 30Q: 3 clusters Score -5456334 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 57487 members 
Entering Unmasked Estep 
Score: -5456852.500000 Penalty: 3572.585449
	Iteration 31Q: 3 clusters Score -5456852 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 58026 members 
Entering Unmasked Estep 
Score: -5457246.500000 Penalty: 3572.585449
	Iteration 32Q: 3 clusters Score -5457246 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 58411 members 
Entering Unmasked Estep 
Score: -5457551.000000 Penalty: 3572.585449
	Iteration 33Q: 3 clusters Score -5457551 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 58685 members 
Entering Unmasked Estep 
Score: -5457743.000000 Penalty: 3572.585449
	Iteration 34Q: 3 clusters Score -5457743 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 58855 members 
Entering Unmasked Estep 
Score: -5457894.000000 Penalty: 3572.585449
	Iteration 35Q: 3 clusters Score -5457894 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 58955 members 
Entering Unmasked Estep 
Score: -5457971.500000 Penalty: 3572.585449
	Iteration 36Q: 3 clusters Score -5457972 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 59010 members 
Entering Unmasked Estep 
Score: -5458000.500000 Penalty: 3572.585449
	Iteration 37Q: 3 clusters Score -5458000 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 59054 members 
Entering Unmasked Estep 
Score: -5458042.500000 Penalty: 3572.585449
	Iteration 38Q: 3 clusters Score -5458042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 59083 members 
Entering Unmasked Estep 
Score: -5458076.500000 Penalty: 3572.585449
	Iteration 39Q: 3 clusters Score -5458076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 59099 members 
Entering Unmasked Estep 
Score: -5458080.500000 Penalty: 3572.585449
	Iteration 40F: 3 clusters Score -5458080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 59104 members 
Entering Unmasked Estep 
Score: -5458089.000000 Penalty: 3572.585449
	Iteration 41Q: 3 clusters Score -5458089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 59109 members 
Entering Unmasked Estep 
Score: -5458094.500000 Penalty: 3572.585449
	Iteration 42Q: 3 clusters Score -5458094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 59113 members 
Entering Unmasked Estep 
Score: -5458105.000000 Penalty: 3572.585449
	Iteration 43Q: 3 clusters Score -5458105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 59116 members 
Entering Unmasked Estep 
Score: -5458101.000000 Penalty: 3572.585449
	Iteration 44Q: 3 clusters Score -5458101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 59120 members 
Entering Unmasked Estep 
Score: -5458106.000000 Penalty: 3572.585449
	Iteration 45Q: 3 clusters Score -5458106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 59124 members 
Entering Unmasked Estep 
Score: -5458107.500000 Penalty: 3572.585449
	Iteration 46Q: 3 clusters Score -5458108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 59127 members 
Entering Unmasked Estep 
Score: -5458109.500000 Penalty: 3572.585449
	Iteration 47Q: 3 clusters Score -5458110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 59133 members 
Entering Unmasked Estep 
Score: -5458116.000000 Penalty: 3572.585449
	Iteration 48Q: 3 clusters Score -5458116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 59141 members 
Entering Unmasked Estep 
Score: -5458117.000000 Penalty: 3572.585449
	Iteration 49Q: 3 clusters Score -5458117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 59144 members 
Entering Unmasked Estep 
Score: -5458118.500000 Penalty: 3572.585449
	Iteration 50Q: 3 clusters Score -5458118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 59146 members 
Entering Unmasked Estep 
Score: -5458118.000000 Penalty: 3572.585449
	Iteration 51Q: 3 clusters Score -5458118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 59148 members 
Entering Unmasked Estep 
Score: -5458119.000000 Penalty: 3572.585449
	Iteration 52Q: 3 clusters Score -5458119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 59151 members 
Entering Unmasked Estep 
Score: -5458118.500000 Penalty: 3572.585449
	Iteration 53Q: 3 clusters Score -5458118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 59151 members 
Entering Unmasked Estep 
Score: -5458119.000000 Penalty: 3572.585449
	Iteration 54Q: 3 clusters Score -5458119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 59151 members 
Entering Unmasked Estep 
Score: -5458123.500000 Penalty: 3572.585449
	Iteration 55Q: 3 clusters Score -5458124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 59152 members 
Entering Unmasked Estep 
Score: -5458123.000000 Penalty: 3572.585449
	Iteration 56Q: 3 clusters Score -5458123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 59154 members 
Entering Unmasked Estep 
Score: -5458124.000000 Penalty: 3572.585449
	Iteration 57Q: 3 clusters Score -5458124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 59154 members 
Entering Unmasked Estep 
Score: -5458124.000000 Penalty: 3572.585449
	Iteration 58F: 3 clusters Score -5458124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Entering Unmasked Estep 
Score: -634360.000000 Penalty: 1440.521362
	Iteration 0F: 2 clusters Score -634360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -629028.312500 Penalty: 2881.042725
	Iteration 0F: 3 clusters Score -629028.3 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -630617.750000 Penalty: 2881.042725
	Iteration 1F: 3 clusters Score -630617.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -630775.687500 Penalty: 2881.042725
	Iteration 2F: 3 clusters Score -630775.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -630887.500000 Penalty: 2881.042725
	Iteration 3Q: 3 clusters Score -630887.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -630978.062500 Penalty: 2881.042725
	Iteration 4Q: 3 clusters Score -630978.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -631068.562500 Penalty: 2881.042725
	Iteration 5Q: 3 clusters Score -631068.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -631153.562500 Penalty: 2881.042725
	Iteration 6Q: 3 clusters Score -631153.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -631248.312500 Penalty: 2881.042725
	Iteration 7Q: 3 clusters Score -631248.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -631364.187500 Penalty: 2881.042725
	Iteration 8Q: 3 clusters Score -631364.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -631495.062500 Penalty: 2881.042725
	Iteration 9Q: 3 clusters Score -631495.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -631629.687500 Penalty: 2881.042725
	Iteration 10Q: 3 clusters Score -631629.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -631777.437500 Penalty: 2881.042725
	Iteration 11Q: 3 clusters Score -631777.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -631940.437500 Penalty: 2881.042725
	Iteration 12Q: 3 clusters Score -631940.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -632087.812500 Penalty: 2881.042725
	Iteration 13Q: 3 clusters Score -632087.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -632237.937500 Penalty: 2881.042725
	Iteration 14Q: 3 clusters Score -632237.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -632375.875000 Penalty: 2881.042725
	Iteration 15Q: 3 clusters Score -632375.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -632513.312500 Penalty: 2881.042725
	Iteration 16Q: 3 clusters Score -632513.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -632649.875000 Penalty: 2881.042725
	Iteration 17Q: 3 clusters Score -632649.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -632766.687500 Penalty: 2881.042725
	Iteration 18Q: 3 clusters Score -632766.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -632863.437500 Penalty: 2881.042725
	Iteration 19Q: 3 clusters Score -632863.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -632951.625000 Penalty: 2881.042725
	Iteration 20F: 3 clusters Score -632951.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -633018.937500 Penalty: 2881.042725
	Iteration 21Q: 3 clusters Score -633018.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -633061.687500 Penalty: 2881.042725
	Iteration 22Q: 3 clusters Score -633061.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -633082.125000 Penalty: 2881.042725
	Iteration 23Q: 3 clusters Score -633082.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -633096.000000 Penalty: 2881.042725
	Iteration 24Q: 3 clusters Score -633096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -633108.562500 Penalty: 2881.042725
	Iteration 25Q: 3 clusters Score -633108.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -633122.437500 Penalty: 2881.042725
	Iteration 26Q: 3 clusters Score -633122.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -633132.000000 Penalty: 2881.042725
	Iteration 27Q: 3 clusters Score -633132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -633134.687500 Penalty: 2881.042725
	Iteration 28Q: 3 clusters Score -633134.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -633137.062500 Penalty: 2881.042725
	Iteration 29Q: 3 clusters Score -633137.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -633143.875000 Penalty: 2881.042725
	Iteration 30Q: 3 clusters Score -633143.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -633146.375000 Penalty: 2881.042725
	Iteration 31Q: 3 clusters Score -633146.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -633153.187500 Penalty: 2881.042725
	Iteration 32Q: 3 clusters Score -633153.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -633155.437500 Penalty: 2881.042725
	Iteration 33Q: 3 clusters Score -633155.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -633156.375000 Penalty: 2881.042725
	Iteration 34Q: 3 clusters Score -633156.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -633156.375000 Penalty: 2881.042725
	Iteration 35F: 3 clusters Score -633156.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Entering Unmasked Estep 
Score: -1136150.375000 Penalty: 1546.825684
	Iteration 0F: 2 clusters Score -1136150 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 6732 members 
Entering Unmasked Estep 
Score: -1126666.250000 Penalty: 3093.651367
	Iteration 0F: 3 clusters Score -1126666 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1129964.750000 Penalty: 3093.651367
	Iteration 1F: 3 clusters Score -1129965 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1130466.250000 Penalty: 3093.651367
	Iteration 2F: 3 clusters Score -1130466 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1130943.750000 Penalty: 3093.651367
	Iteration 3F: 3 clusters Score -1130944 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1131435.875000 Penalty: 3093.651367
	Iteration 4F: 3 clusters Score -1131436 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1131903.875000 Penalty: 3093.651367
	Iteration 5F: 3 clusters Score -1131904 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1132329.250000 Penalty: 3093.651367
	Iteration 6F: 3 clusters Score -1132329 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1132755.750000 Penalty: 3093.651367
	Iteration 7Q: 3 clusters Score -1132756 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1133127.875000 Penalty: 3093.651367
	Iteration 8Q: 3 clusters Score -1133128 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1133446.750000 Penalty: 3093.651367
	Iteration 9Q: 3 clusters Score -1133447 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1133699.875000 Penalty: 3093.651367
	Iteration 10Q: 3 clusters Score -1133700 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1133903.625000 Penalty: 3093.651367
	Iteration 11Q: 3 clusters Score -1133904 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1134077.125000 Penalty: 3093.651367
	Iteration 12Q: 3 clusters Score -1134077 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1134221.000000 Penalty: 3093.651367
	Iteration 13Q: 3 clusters Score -1134221 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1134339.125000 Penalty: 3093.651367
	Iteration 14Q: 3 clusters Score -1134339 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1134455.000000 Penalty: 3093.651367
	Iteration 15Q: 3 clusters Score -1134455 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1134555.375000 Penalty: 3093.651367
	Iteration 16Q: 3 clusters Score -1134555 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1134644.750000 Penalty: 3093.651367
	Iteration 17Q: 3 clusters Score -1134645 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1134730.125000 Penalty: 3093.651367
	Iteration 18Q: 3 clusters Score -1134730 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1134794.000000 Penalty: 3093.651367
	Iteration 19Q: 3 clusters Score -1134794 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1134851.375000 Penalty: 3093.651367
	Iteration 20F: 3 clusters Score -1134851 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1134889.250000 Penalty: 3093.651367
	Iteration 21Q: 3 clusters Score -1134889 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1134924.125000 Penalty: 3093.651367
	Iteration 22Q: 3 clusters Score -1134924 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1134965.250000 Penalty: 3093.651367
	Iteration 23Q: 3 clusters Score -1134965 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1135001.375000 Penalty: 3093.651367
	Iteration 24Q: 3 clusters Score -1135001 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1135028.750000 Penalty: 3093.651367
	Iteration 25Q: 3 clusters Score -1135029 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1135048.250000 Penalty: 3093.651367
	Iteration 26Q: 3 clusters Score -1135048 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1135071.625000 Penalty: 3093.651367
	Iteration 27Q: 3 clusters Score -1135072 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1135083.750000 Penalty: 3093.651367
	Iteration 28Q: 3 clusters Score -1135084 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1135101.250000 Penalty: 3093.651367
	Iteration 29Q: 3 clusters Score -1135101 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1135119.125000 Penalty: 3093.651367
	Iteration 30Q: 3 clusters Score -1135119 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1135136.875000 Penalty: 3093.651367
	Iteration 31Q: 3 clusters Score -1135137 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1135157.125000 Penalty: 3093.651367
	Iteration 32Q: 3 clusters Score -1135157 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1135173.750000 Penalty: 3093.651367
	Iteration 33Q: 3 clusters Score -1135174 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1135181.875000 Penalty: 3093.651367
	Iteration 34Q: 3 clusters Score -1135182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1135193.000000 Penalty: 3093.651367
	Iteration 35Q: 3 clusters Score -1135193 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1135208.750000 Penalty: 3093.651367
	Iteration 36Q: 3 clusters Score -1135209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1135215.125000 Penalty: 3093.651367
	Iteration 37Q: 3 clusters Score -1135215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1135223.250000 Penalty: 3093.651367
	Iteration 38Q: 3 clusters Score -1135223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1135231.500000 Penalty: 3093.651367
	Iteration 39Q: 3 clusters Score -1135232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1135235.375000 Penalty: 3093.651367
	Iteration 40F: 3 clusters Score -1135235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1135238.750000 Penalty: 3093.651367
	Iteration 41Q: 3 clusters Score -1135239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1135241.625000 Penalty: 3093.651367
	Iteration 42Q: 3 clusters Score -1135242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1135243.750000 Penalty: 3093.651367
	Iteration 43Q: 3 clusters Score -1135244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1135245.375000 Penalty: 3093.651367
	Iteration 44Q: 3 clusters Score -1135245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1135250.125000 Penalty: 3093.651367
	Iteration 45Q: 3 clusters Score -1135250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1135254.625000 Penalty: 3093.651367
	Iteration 46Q: 3 clusters Score -1135255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1135256.125000 Penalty: 3093.651367
	Iteration 47Q: 3 clusters Score -1135256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1135257.000000 Penalty: 3093.651367
	Iteration 48Q: 3 clusters Score -1135257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1135259.375000 Penalty: 3093.651367
	Iteration 49Q: 3 clusters Score -1135259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1135259.000000 Penalty: 3093.651367
	Iteration 50Q: 3 clusters Score -1135259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1135261.500000 Penalty: 3093.651367
	Iteration 51Q: 3 clusters Score -1135262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1135261.750000 Penalty: 3093.651367
	Iteration 52Q: 3 clusters Score -1135262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1135262.625000 Penalty: 3093.651367
	Iteration 53Q: 3 clusters Score -1135263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1135263.500000 Penalty: 3093.651367
	Iteration 54Q: 3 clusters Score -1135264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1135264.500000 Penalty: 3093.651367
	Iteration 55Q: 3 clusters Score -1135264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1135265.875000 Penalty: 3093.651367
	Iteration 56Q: 3 clusters Score -1135266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1135265.875000 Penalty: 3093.651367
	Iteration 57F: 3 clusters Score -1135266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Entering Unmasked Estep 
Score: -1331194.500000 Penalty: 1555.414917
	Iteration 0F: 2 clusters Score -1331194 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 7178 members 
Entering Unmasked Estep 
Score: -1321283.500000 Penalty: 3110.829834
	Iteration 0F: 3 clusters Score -1321284 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1324636.250000 Penalty: 3110.829834
	Iteration 1F: 3 clusters Score -1324636 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1324962.750000 Penalty: 3110.829834
	Iteration 2F: 3 clusters Score -1324963 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1325226.125000 Penalty: 3110.829834
	Iteration 3Q: 3 clusters Score -1325226 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1325497.750000 Penalty: 3110.829834
	Iteration 4Q: 3 clusters Score -1325498 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1325808.375000 Penalty: 3110.829834
	Iteration 5Q: 3 clusters Score -1325808 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1326175.125000 Penalty: 3110.829834
	Iteration 6F: 3 clusters Score -1326175 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1326588.625000 Penalty: 3110.829834
	Iteration 7F: 3 clusters Score -1326589 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1327065.875000 Penalty: 3110.829834
	Iteration 8F: 3 clusters Score -1327066 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1327583.000000 Penalty: 3110.829834
	Iteration 9F: 3 clusters Score -1327583 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1328067.875000 Penalty: 3110.829834
	Iteration 10Q: 3 clusters Score -1328068 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1328477.875000 Penalty: 3110.829834
	Iteration 11Q: 3 clusters Score -1328478 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1328805.625000 Penalty: 3110.829834
	Iteration 12Q: 3 clusters Score -1328806 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1329075.250000 Penalty: 3110.829834
	Iteration 13Q: 3 clusters Score -1329075 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1329243.750000 Penalty: 3110.829834
	Iteration 14Q: 3 clusters Score -1329244 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1329393.500000 Penalty: 3110.829834
	Iteration 15Q: 3 clusters Score -1329394 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1329517.875000 Penalty: 3110.829834
	Iteration 16Q: 3 clusters Score -1329518 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1329603.625000 Penalty: 3110.829834
	Iteration 17Q: 3 clusters Score -1329604 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1329677.000000 Penalty: 3110.829834
	Iteration 18Q: 3 clusters Score -1329677 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1329718.000000 Penalty: 3110.829834
	Iteration 19Q: 3 clusters Score -1329718 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1329750.625000 Penalty: 3110.829834
	Iteration 20F: 3 clusters Score -1329751 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1329774.500000 Penalty: 3110.829834
	Iteration 21Q: 3 clusters Score -1329774 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1329799.375000 Penalty: 3110.829834
	Iteration 22Q: 3 clusters Score -1329799 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1329818.000000 Penalty: 3110.829834
	Iteration 23Q: 3 clusters Score -1329818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1329829.500000 Penalty: 3110.829834
	Iteration 24Q: 3 clusters Score -1329830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1329839.750000 Penalty: 3110.829834
	Iteration 25Q: 3 clusters Score -1329840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1329850.375000 Penalty: 3110.829834
	Iteration 26Q: 3 clusters Score -1329850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1329854.125000 Penalty: 3110.829834
	Iteration 27Q: 3 clusters Score -1329854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1329858.750000 Penalty: 3110.829834
	Iteration 28Q: 3 clusters Score -1329859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1329866.125000 Penalty: 3110.829834
	Iteration 29Q: 3 clusters Score -1329866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1329867.875000 Penalty: 3110.829834
	Iteration 30Q: 3 clusters Score -1329868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1329873.125000 Penalty: 3110.829834
	Iteration 31Q: 3 clusters Score -1329873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1329873.250000 Penalty: 3110.829834
	Iteration 32Q: 3 clusters Score -1329873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1329873.000000 Penalty: 3110.829834
	Iteration 33Q: 3 clusters Score -1329873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1329873.750000 Penalty: 3110.829834
	Iteration 34Q: 3 clusters Score -1329874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1329873.875000 Penalty: 3110.829834
	Iteration 35Q: 3 clusters Score -1329874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1329877.250000 Penalty: 3110.829834
	Iteration 36Q: 3 clusters Score -1329877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1329878.500000 Penalty: 3110.829834
	Iteration 37Q: 3 clusters Score -1329878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1329877.250000 Penalty: 3110.829834
	Iteration 38Q: 3 clusters Score -1329877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1329879.375000 Penalty: 3110.829834
	Iteration 39Q: 3 clusters Score -1329879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1329881.000000 Penalty: 3110.829834
	Iteration 40F: 3 clusters Score -1329881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1329883.625000 Penalty: 3110.829834
	Iteration 41Q: 3 clusters Score -1329884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1329884.875000 Penalty: 3110.829834
	Iteration 42Q: 3 clusters Score -1329885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1329885.875000 Penalty: 3110.829834
	Iteration 43Q: 3 clusters Score -1329886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1329887.500000 Penalty: 3110.829834
	Iteration 44Q: 3 clusters Score -1329888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1329888.875000 Penalty: 3110.829834
	Iteration 45Q: 3 clusters Score -1329889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1329887.875000 Penalty: 3110.829834
	Iteration 46Q: 3 clusters Score -1329888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1329887.875000 Penalty: 3110.829834
	Iteration 47F: 3 clusters Score -1329888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Entering Unmasked Estep 
Score: -696669.562500 Penalty: 1453.976196
	Iteration 0F: 2 clusters Score -696669.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -691006.187500 Penalty: 2907.952393
	Iteration 0F: 3 clusters Score -691006.2 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -692780.375000 Penalty: 2907.952393
	Iteration 1F: 3 clusters Score -692780.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -692973.312500 Penalty: 2907.952393
	Iteration 2F: 3 clusters Score -692973.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -693115.062500 Penalty: 2907.952393
	Iteration 3Q: 3 clusters Score -693115.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -693217.750000 Penalty: 2907.952393
	Iteration 4Q: 3 clusters Score -693217.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -693324.750000 Penalty: 2907.952393
	Iteration 5Q: 3 clusters Score -693324.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -693466.687500 Penalty: 2907.952393
	Iteration 6Q: 3 clusters Score -693466.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -693646.375000 Penalty: 2907.952393
	Iteration 7Q: 3 clusters Score -693646.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -693885.250000 Penalty: 2907.952393
	Iteration 8Q: 3 clusters Score -693885.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -694194.312500 Penalty: 2907.952393
	Iteration 9F: 3 clusters Score -694194.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -694560.437500 Penalty: 2907.952393
	Iteration 10F: 3 clusters Score -694560.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -694894.250000 Penalty: 2907.952393
	Iteration 11F: 3 clusters Score -694894.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -695170.375000 Penalty: 2907.952393
	Iteration 12Q: 3 clusters Score -695170.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -695416.375000 Penalty: 2907.952393
	Iteration 13Q: 3 clusters Score -695416.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -695619.687500 Penalty: 2907.952393
	Iteration 14Q: 3 clusters Score -695619.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -695728.875000 Penalty: 2907.952393
	Iteration 15Q: 3 clusters Score -695728.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -695766.875000 Penalty: 2907.952393
	Iteration 16Q: 3 clusters Score -695766.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -695787.937500 Penalty: 2907.952393
	Iteration 17Q: 3 clusters Score -695787.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -695795.250000 Penalty: 2907.952393
	Iteration 18Q: 3 clusters Score -695795.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -695799.250000 Penalty: 2907.952393
	Iteration 19Q: 3 clusters Score -695799.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -695801.312500 Penalty: 2907.952393
	Iteration 20F: 3 clusters Score -695801.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -695803.687500 Penalty: 2907.952393
	Iteration 21Q: 3 clusters Score -695803.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -695803.437500 Penalty: 2907.952393
	Iteration 22Q: 3 clusters Score -695803.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -695803.437500 Penalty: 2907.952393
	Iteration 23F: 3 clusters Score -695803.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Entering Unmasked Estep 
Score: -504217.281250 Penalty: 1417.074951
	Iteration 0F: 2 clusters Score -504217.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -499525.656250 Penalty: 2834.149902
	Iteration 0F: 3 clusters Score -499525.7 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -501142.937500 Penalty: 2834.149902
	Iteration 1F: 3 clusters Score -501142.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -501465.156250 Penalty: 2834.149902
	Iteration 2F: 3 clusters Score -501465.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -501724.375000 Penalty: 2834.149902
	Iteration 3F: 3 clusters Score -501724.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -501933.156250 Penalty: 2834.149902
	Iteration 4F: 3 clusters Score -501933.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -502104.000000 Penalty: 2834.149902
	Iteration 5Q: 3 clusters Score -502104 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -502243.218750 Penalty: 2834.149902
	Iteration 6Q: 3 clusters Score -502243.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -502386.000000 Penalty: 2834.149902
	Iteration 7Q: 3 clusters Score -502386 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -502511.687500 Penalty: 2834.149902
	Iteration 8Q: 3 clusters Score -502511.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -502621.906250 Penalty: 2834.149902
	Iteration 9Q: 3 clusters Score -502621.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -502708.312500 Penalty: 2834.149902
	Iteration 10Q: 3 clusters Score -502708.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -502764.968750 Penalty: 2834.149902
	Iteration 11Q: 3 clusters Score -502765 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -502807.843750 Penalty: 2834.149902
	Iteration 12Q: 3 clusters Score -502807.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -502847.531250 Penalty: 2834.149902
	Iteration 13Q: 3 clusters Score -502847.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -502888.937500 Penalty: 2834.149902
	Iteration 14Q: 3 clusters Score -502888.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -502926.062500 Penalty: 2834.149902
	Iteration 15Q: 3 clusters Score -502926.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -502960.812500 Penalty: 2834.149902
	Iteration 16Q: 3 clusters Score -502960.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -502989.093750 Penalty: 2834.149902
	Iteration 17Q: 3 clusters Score -502989.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -503014.750000 Penalty: 2834.149902
	Iteration 18Q: 3 clusters Score -503014.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -503038.562500 Penalty: 2834.149902
	Iteration 19Q: 3 clusters Score -503038.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -503061.843750 Penalty: 2834.149902
	Iteration 20F: 3 clusters Score -503061.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -503079.187500 Penalty: 2834.149902
	Iteration 21Q: 3 clusters Score -503079.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -503094.625000 Penalty: 2834.149902
	Iteration 22Q: 3 clusters Score -503094.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -503111.843750 Penalty: 2834.149902
	Iteration 23Q: 3 clusters Score -503111.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -503124.093750 Penalty: 2834.149902
	Iteration 24Q: 3 clusters Score -503124.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -503136.031250 Penalty: 2834.149902
	Iteration 25Q: 3 clusters Score -503136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -503148.718750 Penalty: 2834.149902
	Iteration 26Q: 3 clusters Score -503148.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -503156.906250 Penalty: 2834.149902
	Iteration 27Q: 3 clusters Score -503156.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -503166.250000 Penalty: 2834.149902
	Iteration 28Q: 3 clusters Score -503166.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -503178.250000 Penalty: 2834.149902
	Iteration 29Q: 3 clusters Score -503178.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -503189.625000 Penalty: 2834.149902
	Iteration 30Q: 3 clusters Score -503189.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -503194.562500 Penalty: 2834.149902
	Iteration 31Q: 3 clusters Score -503194.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -503200.937500 Penalty: 2834.149902
	Iteration 32Q: 3 clusters Score -503200.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -503203.906250 Penalty: 2834.149902
	Iteration 33Q: 3 clusters Score -503203.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -503205.093750 Penalty: 2834.149902
	Iteration 34Q: 3 clusters Score -503205.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -503208.593750 Penalty: 2834.149902
	Iteration 35Q: 3 clusters Score -503208.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -503209.625000 Penalty: 2834.149902
	Iteration 36Q: 3 clusters Score -503209.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -503209.625000 Penalty: 2834.149902
	Iteration 37Q: 3 clusters Score -503209.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -503210.187500 Penalty: 2834.149902
	Iteration 38Q: 3 clusters Score -503210.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -503211.781250 Penalty: 2834.149902
	Iteration 39Q: 3 clusters Score -503211.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -503212.625000 Penalty: 2834.149902
	Iteration 40F: 3 clusters Score -503212.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -503213.562500 Penalty: 2834.149902
	Iteration 41Q: 3 clusters Score -503213.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -503213.718750 Penalty: 2834.149902
	Iteration 42Q: 3 clusters Score -503213.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -503213.718750 Penalty: 2834.149902
	Iteration 43F: 3 clusters Score -503213.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Entering Unmasked Estep 
Score: -64373.683594 Penalty: 1084.616211
	Iteration 0F: 2 clusters Score -64373.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -63122.925781 Penalty: 2169.232422
	Iteration 0F: 3 clusters Score -63122.93 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -63402.628906 Penalty: 2169.232422
	Iteration 1F: 3 clusters Score -63402.63 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -63511.261719 Penalty: 2169.232422
	Iteration 2F: 3 clusters Score -63511.26 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -63580.300781 Penalty: 2169.232422
	Iteration 3Q: 3 clusters Score -63580.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -63622.507812 Penalty: 2169.232422
	Iteration 4Q: 3 clusters Score -63622.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -63651.761719 Penalty: 2169.232422
	Iteration 5Q: 3 clusters Score -63651.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -63671.894531 Penalty: 2169.232422
	Iteration 6Q: 3 clusters Score -63671.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -63686.574219 Penalty: 2169.232422
	Iteration 7Q: 3 clusters Score -63686.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -63695.765625 Penalty: 2169.232422
	Iteration 8Q: 3 clusters Score -63695.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -63701.265625 Penalty: 2169.232422
	Iteration 9Q: 3 clusters Score -63701.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -63708.558594 Penalty: 2169.232422
	Iteration 10Q: 3 clusters Score -63708.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -63710.289062 Penalty: 2169.232422
	Iteration 11Q: 3 clusters Score -63710.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -63713.277344 Penalty: 2169.232422
	Iteration 12Q: 3 clusters Score -63713.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -63714.902344 Penalty: 2169.232422
	Iteration 13Q: 3 clusters Score -63714.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -63717.343750 Penalty: 2169.232422
	Iteration 14Q: 3 clusters Score -63717.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -63721.527344 Penalty: 2169.232422
	Iteration 15Q: 3 clusters Score -63721.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -63729.980469 Penalty: 2169.232422
	Iteration 16Q: 3 clusters Score -63729.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -63735.070312 Penalty: 2169.232422
	Iteration 17Q: 3 clusters Score -63735.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -63746.199219 Penalty: 2169.232422
	Iteration 18Q: 3 clusters Score -63746.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -63756.183594 Penalty: 2169.232422
	Iteration 19Q: 3 clusters Score -63756.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -63764.128906 Penalty: 2169.232422
	Iteration 20F: 3 clusters Score -63764.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -63772.312500 Penalty: 2169.232422
	Iteration 21Q: 3 clusters Score -63772.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -63777.636719 Penalty: 2169.232422
	Iteration 22Q: 3 clusters Score -63777.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -63780.597656 Penalty: 2169.232422
	Iteration 23Q: 3 clusters Score -63780.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -63783.167969 Penalty: 2169.232422
	Iteration 24Q: 3 clusters Score -63783.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -63784.191406 Penalty: 2169.232422
	Iteration 25Q: 3 clusters Score -63784.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -63784.652344 Penalty: 2169.232422
	Iteration 26Q: 3 clusters Score -63784.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -63785.160156 Penalty: 2169.232422
	Iteration 27Q: 3 clusters Score -63785.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -63785.703125 Penalty: 2169.232422
	Iteration 28Q: 3 clusters Score -63785.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -63785.703125 Penalty: 2169.232422
	Iteration 29F: 3 clusters Score -63785.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Entering Unmasked Estep 
Score: -980225.875000 Penalty: 1505.319092
	Iteration 0F: 2 clusters Score -980225.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -972708.562500 Penalty: 3010.638184
	Iteration 0F: 3 clusters Score -972708.6 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -975191.000000 Penalty: 3010.638184
	Iteration 1F: 3 clusters Score -975191 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -975500.625000 Penalty: 3010.638184
	Iteration 2F: 3 clusters Score -975500.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -975777.062500 Penalty: 3010.638184
	Iteration 3F: 3 clusters Score -975777.1 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -976107.937500 Penalty: 3010.638184
	Iteration 4F: 3 clusters Score -976107.9 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -976457.750000 Penalty: 3010.638184
	Iteration 5F: 3 clusters Score -976457.8 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -976846.875000 Penalty: 3010.638184
	Iteration 6F: 3 clusters Score -976846.9 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -977286.562500 Penalty: 3010.638184
	Iteration 7F: 3 clusters Score -977286.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -977800.562500 Penalty: 3010.638184
	Iteration 8F: 3 clusters Score -977800.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -978235.625000 Penalty: 3010.638184
	Iteration 9Q: 3 clusters Score -978235.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -978522.937500 Penalty: 3010.638184
	Iteration 10Q: 3 clusters Score -978522.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -978710.437500 Penalty: 3010.638184
	Iteration 11Q: 3 clusters Score -978710.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -978815.437500 Penalty: 3010.638184
	Iteration 12Q: 3 clusters Score -978815.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -978873.062500 Penalty: 3010.638184
	Iteration 13Q: 3 clusters Score -978873.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -978906.250000 Penalty: 3010.638184
	Iteration 14Q: 3 clusters Score -978906.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -978923.875000 Penalty: 3010.638184
	Iteration 15Q: 3 clusters Score -978923.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -978934.437500 Penalty: 3010.638184
	Iteration 16Q: 3 clusters Score -978934.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -978940.625000 Penalty: 3010.638184
	Iteration 17Q: 3 clusters Score -978940.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -978944.437500 Penalty: 3010.638184
	Iteration 18Q: 3 clusters Score -978944.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -978947.000000 Penalty: 3010.638184
	Iteration 19Q: 3 clusters Score -978947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -978949.437500 Penalty: 3010.638184
	Iteration 20F: 3 clusters Score -978949.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -978950.437500 Penalty: 3010.638184
	Iteration 21Q: 3 clusters Score -978950.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -978951.562500 Penalty: 3010.638184
	Iteration 22Q: 3 clusters Score -978951.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -978953.750000 Penalty: 3010.638184
	Iteration 23Q: 3 clusters Score -978953.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -978959.750000 Penalty: 3010.638184
	Iteration 24Q: 3 clusters Score -978959.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -978961.937500 Penalty: 3010.638184
	Iteration 25Q: 3 clusters Score -978961.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -978963.250000 Penalty: 3010.638184
	Iteration 26Q: 3 clusters Score -978963.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -978965.000000 Penalty: 3010.638184
	Iteration 27Q: 3 clusters Score -978965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -978967.687500 Penalty: 3010.638184
	Iteration 28Q: 3 clusters Score -978967.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -978968.000000 Penalty: 3010.638184
	Iteration 29Q: 3 clusters Score -978968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -978968.750000 Penalty: 3010.638184
	Iteration 30Q: 3 clusters Score -978968.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -978969.312500 Penalty: 3010.638184
	Iteration 31Q: 3 clusters Score -978969.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -978970.062500 Penalty: 3010.638184
	Iteration 32Q: 3 clusters Score -978970.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -978972.000000 Penalty: 3010.638184
	Iteration 33Q: 3 clusters Score -978972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -978972.000000 Penalty: 3010.638184
	Iteration 34F: 3 clusters Score -978972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Entering Unmasked Estep 
Score: -1567184.250000 Penalty: 1582.409668
	Iteration 0F: 2 clusters Score -1567184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1555514.250000 Penalty: 3164.819336
	Iteration 0F: 3 clusters Score -1555514 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1559776.375000 Penalty: 3164.819336
	Iteration 1F: 3 clusters Score -1559776 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1560203.875000 Penalty: 3164.819336
	Iteration 2F: 3 clusters Score -1560204 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1560612.000000 Penalty: 3164.819336
	Iteration 3F: 3 clusters Score -1560612 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1561043.875000 Penalty: 3164.819336
	Iteration 4F: 3 clusters Score -1561044 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1561440.500000 Penalty: 3164.819336
	Iteration 5F: 3 clusters Score -1561440 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1561844.625000 Penalty: 3164.819336
	Iteration 6Q: 3 clusters Score -1561845 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1562234.875000 Penalty: 3164.819336
	Iteration 7Q: 3 clusters Score -1562235 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1562659.625000 Penalty: 3164.819336
	Iteration 8Q: 3 clusters Score -1562660 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1563162.625000 Penalty: 3164.819336
	Iteration 9Q: 3 clusters Score -1563163 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1563679.000000 Penalty: 3164.819336
	Iteration 10Q: 3 clusters Score -1563679 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1564161.250000 Penalty: 3164.819336
	Iteration 11Q: 3 clusters Score -1564161 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1564595.875000 Penalty: 3164.819336
	Iteration 12Q: 3 clusters Score -1564596 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1564945.625000 Penalty: 3164.819336
	Iteration 13Q: 3 clusters Score -1564946 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1565213.875000 Penalty: 3164.819336
	Iteration 14Q: 3 clusters Score -1565214 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1565399.875000 Penalty: 3164.819336
	Iteration 15Q: 3 clusters Score -1565400 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1565525.250000 Penalty: 3164.819336
	Iteration 16Q: 3 clusters Score -1565525 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1565610.125000 Penalty: 3164.819336
	Iteration 17Q: 3 clusters Score -1565610 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1565673.750000 Penalty: 3164.819336
	Iteration 18Q: 3 clusters Score -1565674 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1565705.500000 Penalty: 3164.819336
	Iteration 19Q: 3 clusters Score -1565706 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1565732.375000 Penalty: 3164.819336
	Iteration 20F: 3 clusters Score -1565732 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1565754.875000 Penalty: 3164.819336
	Iteration 21Q: 3 clusters Score -1565755 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1565777.625000 Penalty: 3164.819336
	Iteration 22Q: 3 clusters Score -1565778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1565792.375000 Penalty: 3164.819336
	Iteration 23Q: 3 clusters Score -1565792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1565802.625000 Penalty: 3164.819336
	Iteration 24Q: 3 clusters Score -1565803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1565825.375000 Penalty: 3164.819336
	Iteration 25Q: 3 clusters Score -1565825 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1565842.625000 Penalty: 3164.819336
	Iteration 26Q: 3 clusters Score -1565843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1565847.875000 Penalty: 3164.819336
	Iteration 27Q: 3 clusters Score -1565848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1565852.750000 Penalty: 3164.819336
	Iteration 28Q: 3 clusters Score -1565853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1565860.125000 Penalty: 3164.819336
	Iteration 29Q: 3 clusters Score -1565860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1565862.875000 Penalty: 3164.819336
	Iteration 30Q: 3 clusters Score -1565863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1565860.875000 Penalty: 3164.819336
	Iteration 31Q: 3 clusters Score -1565861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1565859.125000 Penalty: 3164.819336
	Iteration 32Q: 3 clusters Score -1565859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1565860.875000 Penalty: 3164.819336
	Iteration 33Q: 3 clusters Score -1565861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1565861.625000 Penalty: 3164.819336
	Iteration 34Q: 3 clusters Score -1565862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1565861.750000 Penalty: 3164.819336
	Iteration 35Q: 3 clusters Score -1565862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1565861.750000 Penalty: 3164.819336
	Iteration 36F: 3 clusters Score -1565862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (115590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115590 members 
Entering Unmasked Estep 
Score: -10540526.000000 Penalty: 1894.393188
	Iteration 0F: 2 clusters Score -1.054053e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57757 members 
Mstep: Class 2 contains 57833 members 
Entering Unmasked Estep 
Score: -10463333.000000 Penalty: 3788.786377
	Iteration 0F: 3 clusters Score -1.046333e+07 nChanged 55133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55994 members 
Mstep: Class 2 contains 59596 members 
Entering Unmasked Estep 
Score: -10495498.000000 Penalty: 3788.786377
	Iteration 1F: 3 clusters Score -1.04955e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55217 members 
Mstep: Class 2 contains 60373 members 
Entering Unmasked Estep 
Score: -10496511.000000 Penalty: 3788.786377
	Iteration 2Q: 3 clusters Score -1.049651e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53944 members 
Mstep: Class 2 contains 61646 members 
Entering Unmasked Estep 
Score: -10497693.000000 Penalty: 3788.786377
	Iteration 3Q: 3 clusters Score -1.049769e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52123 members 
Mstep: Class 2 contains 63467 members 
Entering Unmasked Estep 
Score: -10499349.000000 Penalty: 3788.786377
	Iteration 4Q: 3 clusters Score -1.049935e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49647 members 
Mstep: Class 2 contains 65943 members 
Entering Unmasked Estep 
Score: -10501811.000000 Penalty: 3788.786377
	Iteration 5Q: 3 clusters Score -1.050181e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 69077 members 
Entering Unmasked Estep 
Score: -10505302.000000 Penalty: 3788.786377
	Iteration 6F: 3 clusters Score -1.05053e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 72754 members 
Entering Unmasked Estep 
Score: -10510259.000000 Penalty: 3788.786377
	Iteration 7F: 3 clusters Score -1.051026e+07 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 76127 members 
Entering Unmasked Estep 
Score: -10515751.000000 Penalty: 3788.786377
	Iteration 8F: 3 clusters Score -1.051575e+07 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 78733 members 
Entering Unmasked Estep 
Score: -10520128.000000 Penalty: 3788.786377
	Iteration 9F: 3 clusters Score -1.052013e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 80549 members 
Entering Unmasked Estep 
Score: -10522930.000000 Penalty: 3788.786377
	Iteration 10Q: 3 clusters Score -1.052293e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 82054 members 
Entering Unmasked Estep 
Score: -10524599.000000 Penalty: 3788.786377
	Iteration 11Q: 3 clusters Score -1.05246e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 83428 members 
Entering Unmasked Estep 
Score: -10525964.000000 Penalty: 3788.786377
	Iteration 12Q: 3 clusters Score -1.052596e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 84632 members 
Entering Unmasked Estep 
Score: -10527295.000000 Penalty: 3788.786377
	Iteration 13Q: 3 clusters Score -1.05273e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 85637 members 
Entering Unmasked Estep 
Score: -10528702.000000 Penalty: 3788.786377
	Iteration 14Q: 3 clusters Score -1.05287e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 86381 members 
Entering Unmasked Estep 
Score: -10529958.000000 Penalty: 3788.786377
	Iteration 15Q: 3 clusters Score -1.052996e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 86858 members 
Entering Unmasked Estep 
Score: -10531041.000000 Penalty: 3788.786377
	Iteration 16Q: 3 clusters Score -1.053104e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 87123 members 
Entering Unmasked Estep 
Score: -10531953.000000 Penalty: 3788.786377
	Iteration 17Q: 3 clusters Score -1.053195e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 87324 members 
Entering Unmasked Estep 
Score: -10532564.000000 Penalty: 3788.786377
	Iteration 18Q: 3 clusters Score -1.053256e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 87436 members 
Entering Unmasked Estep 
Score: -10533128.000000 Penalty: 3788.786377
	Iteration 19Q: 3 clusters Score -1.053313e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 87439 members 
Entering Unmasked Estep 
Score: -10533664.000000 Penalty: 3788.786377
	Iteration 20F: 3 clusters Score -1.053366e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 87395 members 
Entering Unmasked Estep 
Score: -10534112.000000 Penalty: 3788.786377
	Iteration 21Q: 3 clusters Score -1.053411e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 87335 members 
Entering Unmasked Estep 
Score: -10534436.000000 Penalty: 3788.786377
	Iteration 22Q: 3 clusters Score -1.053444e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 87183 members 
Entering Unmasked Estep 
Score: -10534702.000000 Penalty: 3788.786377
	Iteration 23Q: 3 clusters Score -1.05347e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 87004 members 
Entering Unmasked Estep 
Score: -10535062.000000 Penalty: 3788.786377
	Iteration 24Q: 3 clusters Score -1.053506e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 86741 members 
Entering Unmasked Estep 
Score: -10535286.000000 Penalty: 3788.786377
	Iteration 25Q: 3 clusters Score -1.053529e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 86451 members 
Entering Unmasked Estep 
Score: -10535582.000000 Penalty: 3788.786377
	Iteration 26Q: 3 clusters Score -1.053558e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 86082 members 
Entering Unmasked Estep 
Score: -10535810.000000 Penalty: 3788.786377
	Iteration 27Q: 3 clusters Score -1.053581e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 85669 members 
Entering Unmasked Estep 
Score: -10536012.000000 Penalty: 3788.786377
	Iteration 28Q: 3 clusters Score -1.053601e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 85203 members 
Entering Unmasked Estep 
Score: -10536298.000000 Penalty: 3788.786377
	Iteration 29Q: 3 clusters Score -1.05363e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 84642 members 
Entering Unmasked Estep 
Score: -10536630.000000 Penalty: 3788.786377
	Iteration 30Q: 3 clusters Score -1.053663e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 83968 members 
Entering Unmasked Estep 
Score: -10536922.000000 Penalty: 3788.786377
	Iteration 31Q: 3 clusters Score -1.053692e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 83258 members 
Entering Unmasked Estep 
Score: -10537262.000000 Penalty: 3788.786377
	Iteration 32Q: 3 clusters Score -1.053726e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 82517 members 
Entering Unmasked Estep 
Score: -10537488.000000 Penalty: 3788.786377
	Iteration 33Q: 3 clusters Score -1.053749e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 81713 members 
Entering Unmasked Estep 
Score: -10537766.000000 Penalty: 3788.786377
	Iteration 34Q: 3 clusters Score -1.053777e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 80897 members 
Entering Unmasked Estep 
Score: -10538065.000000 Penalty: 3788.786377
	Iteration 35Q: 3 clusters Score -1.053806e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 79996 members 
Entering Unmasked Estep 
Score: -10538302.000000 Penalty: 3788.786377
	Iteration 36Q: 3 clusters Score -1.05383e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 79069 members 
Entering Unmasked Estep 
Score: -10538477.000000 Penalty: 3788.786377
	Iteration 37Q: 3 clusters Score -1.053848e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 78130 members 
Entering Unmasked Estep 
Score: -10538687.000000 Penalty: 3788.786377
	Iteration 38Q: 3 clusters Score -1.053869e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 77128 members 
Entering Unmasked Estep 
Score: -10538927.000000 Penalty: 3788.786377
	Iteration 39Q: 3 clusters Score -1.053893e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 76088 members 
Entering Unmasked Estep 
Score: -10539386.000000 Penalty: 3788.786377
	Iteration 40F: 3 clusters Score -1.053939e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 74766 members 
Entering Unmasked Estep 
Score: -10539849.000000 Penalty: 3788.786377
	Iteration 41Q: 3 clusters Score -1.053985e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 73361 members 
Entering Unmasked Estep 
Score: -10540272.000000 Penalty: 3788.786377
	Iteration 42Q: 3 clusters Score -1.054027e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 71833 members 
Entering Unmasked Estep 
Score: -10540793.000000 Penalty: 3788.786377
	Iteration 43Q: 3 clusters Score -1.054079e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 70222 members 
Entering Unmasked Estep 
Score: -10541375.000000 Penalty: 3788.786377
	Iteration 44Q: 3 clusters Score -1.054138e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 68481 members 
Entering Unmasked Estep 
Score: -10541937.000000 Penalty: 3788.786377
	Iteration 45Q: 3 clusters Score -1.054194e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48922 members 
Mstep: Class 2 contains 66668 members 
Entering Unmasked Estep 
Score: -10542732.000000 Penalty: 3788.786377
	Iteration 46Q: 3 clusters Score -1.054273e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50892 members 
Mstep: Class 2 contains 64698 members 
Entering Unmasked Estep 
Score: -10543659.000000 Penalty: 3788.786377
	Iteration 47Q: 3 clusters Score -1.054366e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52922 members 
Mstep: Class 2 contains 62668 members 
Entering Unmasked Estep 
Score: -10544755.000000 Penalty: 3788.786377
	Iteration 48Q: 3 clusters Score -1.054476e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55122 members 
Mstep: Class 2 contains 60468 members 
Entering Unmasked Estep 
Score: -10546007.000000 Penalty: 3788.786377
	Iteration 49Q: 3 clusters Score -1.054601e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57309 members 
Mstep: Class 2 contains 58281 members 
Entering Unmasked Estep 
Score: -10547266.000000 Penalty: 3788.786377
	Iteration 50Q: 3 clusters Score -1.054727e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59435 members 
Mstep: Class 2 contains 56155 members 
Entering Unmasked Estep 
Score: -10548519.000000 Penalty: 3788.786377
	Iteration 51Q: 3 clusters Score -1.054852e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61369 members 
Mstep: Class 2 contains 54221 members 
Entering Unmasked Estep 
Score: -10549538.000000 Penalty: 3788.786377
	Iteration 52Q: 3 clusters Score -1.054954e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62947 members 
Mstep: Class 2 contains 52643 members 
Entering Unmasked Estep 
Score: -10550335.000000 Penalty: 3788.786377
	Iteration 53Q: 3 clusters Score -1.055034e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64210 members 
Mstep: Class 2 contains 51380 members 
Entering Unmasked Estep 
Score: -10550837.000000 Penalty: 3788.786377
	Iteration 54Q: 3 clusters Score -1.055084e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65202 members 
Mstep: Class 2 contains 50388 members 
Entering Unmasked Estep 
Score: -10551161.000000 Penalty: 3788.786377
	Iteration 55Q: 3 clusters Score -1.055116e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65976 members 
Mstep: Class 2 contains 49614 members 
Entering Unmasked Estep 
Score: -10551360.000000 Penalty: 3788.786377
	Iteration 56Q: 3 clusters Score -1.055136e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66573 members 
Mstep: Class 2 contains 49017 members 
Entering Unmasked Estep 
Score: -10551518.000000 Penalty: 3788.786377
	Iteration 57Q: 3 clusters Score -1.055152e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67010 members 
Mstep: Class 2 contains 48580 members 
Entering Unmasked Estep 
Score: -10551550.000000 Penalty: 3788.786377
	Iteration 58Q: 3 clusters Score -1.055155e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67306 members 
Mstep: Class 2 contains 48284 members 
Entering Unmasked Estep 
Score: -10551657.000000 Penalty: 3788.786377
	Iteration 59Q: 3 clusters Score -1.055166e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67541 members 
Mstep: Class 2 contains 48049 members 
Entering Unmasked Estep 
Score: -10552044.000000 Penalty: 3788.786377
	Iteration 60F: 3 clusters Score -1.055204e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68107 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -10552302.000000 Penalty: 3788.786377
	Iteration 61Q: 3 clusters Score -1.05523e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68595 members 
Mstep: Class 2 contains 46995 members 
Entering Unmasked Estep 
Score: -10552379.000000 Penalty: 3788.786377
	Iteration 62Q: 3 clusters Score -1.055238e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69008 members 
Mstep: Class 2 contains 46582 members 
Entering Unmasked Estep 
Score: -10552395.000000 Penalty: 3788.786377
	Iteration 63Q: 3 clusters Score -1.05524e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69365 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -10552440.000000 Penalty: 3788.786377
	Iteration 64Q: 3 clusters Score -1.055244e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69653 members 
Mstep: Class 2 contains 45937 members 
Entering Unmasked Estep 
Score: -10552442.000000 Penalty: 3788.786377
	Iteration 65Q: 3 clusters Score -1.055244e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69883 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -10552455.000000 Penalty: 3788.786377
	Iteration 66Q: 3 clusters Score -1.055246e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70073 members 
Mstep: Class 2 contains 45517 members 
Entering Unmasked Estep 
Score: -10552477.000000 Penalty: 3788.786377
	Iteration 67Q: 3 clusters Score -1.055248e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70232 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -10552474.000000 Penalty: 3788.786377
	Iteration 68Q: 3 clusters Score -1.055247e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70383 members 
Mstep: Class 2 contains 45207 members 
Entering Unmasked Estep 
Score: -10552472.000000 Penalty: 3788.786377
	Iteration 69Q: 3 clusters Score -1.055247e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70508 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -10552481.000000 Penalty: 3788.786377
	Iteration 70Q: 3 clusters Score -1.055248e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70615 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -10552485.000000 Penalty: 3788.786377
	Iteration 71Q: 3 clusters Score -1.055248e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70693 members 
Mstep: Class 2 contains 44897 members 
Entering Unmasked Estep 
Score: -10552457.000000 Penalty: 3788.786377
	Iteration 72Q: 3 clusters Score -1.055246e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70750 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -10552467.000000 Penalty: 3788.786377
	Iteration 73Q: 3 clusters Score -1.055247e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70802 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
Score: -10552476.000000 Penalty: 3788.786377
	Iteration 74Q: 3 clusters Score -1.055248e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70847 members 
Mstep: Class 2 contains 44743 members 
Entering Unmasked Estep 
Score: -10552477.000000 Penalty: 3788.786377
	Iteration 75Q: 3 clusters Score -1.055248e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70877 members 
Mstep: Class 2 contains 44713 members 
Entering Unmasked Estep 
Score: -10552463.000000 Penalty: 3788.786377
	Iteration 76Q: 3 clusters Score -1.055246e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70905 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -10552470.000000 Penalty: 3788.786377
	Iteration 77Q: 3 clusters Score -1.055247e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70925 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -10552481.000000 Penalty: 3788.786377
	Iteration 78Q: 3 clusters Score -1.055248e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70940 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -10552475.000000 Penalty: 3788.786377
	Iteration 79Q: 3 clusters Score -1.055248e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70953 members 
Mstep: Class 2 contains 44637 members 
Entering Unmasked Estep 
Score: -10552471.000000 Penalty: 3788.786377
	Iteration 80F: 3 clusters Score -1.055247e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70964 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -10552469.000000 Penalty: 3788.786377
	Iteration 81Q: 3 clusters Score -1.055247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70973 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -10552482.000000 Penalty: 3788.786377
	Iteration 82Q: 3 clusters Score -1.055248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70978 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -10552474.000000 Penalty: 3788.786377
	Iteration 83Q: 3 clusters Score -1.055247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70984 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -10552474.000000 Penalty: 3788.786377
	Iteration 84Q: 3 clusters Score -1.055247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70992 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -10552468.000000 Penalty: 3788.786377
	Iteration 85Q: 3 clusters Score -1.055247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70998 members 
Mstep: Class 2 contains 44592 members 
Entering Unmasked Estep 
Score: -10552472.000000 Penalty: 3788.786377
	Iteration 86Q: 3 clusters Score -1.055247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71003 members 
Mstep: Class 2 contains 44587 members 
Entering Unmasked Estep 
Score: -10552473.000000 Penalty: 3788.786377
	Iteration 87Q: 3 clusters Score -1.055247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71010 members 
Mstep: Class 2 contains 44580 members 
Entering Unmasked Estep 
Score: -10552480.000000 Penalty: 3788.786377
	Iteration 88Q: 3 clusters Score -1.055248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71013 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -10552475.000000 Penalty: 3788.786377
	Iteration 89Q: 3 clusters Score -1.055248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71016 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -10552481.000000 Penalty: 3788.786377
	Iteration 90Q: 3 clusters Score -1.055248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71020 members 
Mstep: Class 2 contains 44570 members 
Entering Unmasked Estep 
Score: -10552483.000000 Penalty: 3788.786377
	Iteration 91Q: 3 clusters Score -1.055248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71024 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -10552478.000000 Penalty: 3788.786377
	Iteration 92Q: 3 clusters Score -1.055248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71028 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -10552485.000000 Penalty: 3788.786377
	Iteration 93Q: 3 clusters Score -1.055248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71028 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -10552485.000000 Penalty: 3788.786377
	Iteration 94F: 3 clusters Score -1.055248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 32417 members 
Mstep: Class 4 contains 11026 members 
Mstep: Class 5 contains 3275 members 
Mstep: Class 6 contains 116182 members 
Mstep: Class 7 contains 124703 members 
Mstep: Class 8 contains 26405 members 
Mstep: Class 9 contains 61061 members 
Mstep: Class 10 contains 15100 members 
Mstep: Class 11 contains 3772 members 
Mstep: Class 12 contains 60358 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1237 members 
Mstep: Class 15 contains 2312 members 
Mstep: Class 16 contains 39819 members 
Mstep: Class 17 contains 6433 members 
Mstep: Class 18 contains 59431 members 
Mstep: Class 19 contains 7078 members 
Mstep: Class 20 contains 13615 members 
Mstep: Class 21 contains 14354 members 
Mstep: Class 22 contains 7689 members 
Mstep: Class 23 contains 6127 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10546 members 
Mstep: Class 26 contains 16948 members 
Mstep: Class 27 contains 71028 members 
Mstep: Class 28 contains 1343 members 
Mstep: Class 29 contains 1451 members 
Mstep: Class 30 contains 3356 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4382 members 
Mstep: Class 33 contains 8453 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 7202 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9637 members 
Mstep: Class 38 contains 1191 members 
Mstep: Class 39 contains 1958 members 
Mstep: Class 40 contains 86754 members 
Mstep: Class 41 contains 6830 members 
Mstep: Class 42 contains 2323 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2970 members 
Mstep: Class 45 contains 3812 members 
Mstep: Class 46 contains 2027 members 
Mstep: Class 47 contains 44562 members 
Entering Unmasked Estep 
Score: -84459904.000000 Penalty: 105190.875000
Splitting cluster 27 changes total score from -84448384.000000 to -84459904.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 28 (1343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Entering Unmasked Estep 
Score: -106481.554688 Penalty: 1170.432373
	Iteration 0F: 2 clusters Score -106481.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -104855.992188 Penalty: 2340.864746
	Iteration 0F: 3 clusters Score -104856 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -105282.929688 Penalty: 2340.864746
	Iteration 1F: 3 clusters Score -105282.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -105509.414062 Penalty: 2340.864746
	Iteration 2F: 3 clusters Score -105509.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -105687.062500 Penalty: 2340.864746
	Iteration 3F: 3 clusters Score -105687.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -105839.101562 Penalty: 2340.864746
	Iteration 4F: 3 clusters Score -105839.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -106002.320312 Penalty: 2340.864746
	Iteration 5F: 3 clusters Score -106002.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -106090.492188 Penalty: 2340.864746
	Iteration 6Q: 3 clusters Score -106090.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -106170.109375 Penalty: 2340.864746
	Iteration 7Q: 3 clusters Score -106170.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -106224.468750 Penalty: 2340.864746
	Iteration 8Q: 3 clusters Score -106224.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -106245.867188 Penalty: 2340.864746
	Iteration 9Q: 3 clusters Score -106245.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -106254.273438 Penalty: 2340.864746
	Iteration 10Q: 3 clusters Score -106254.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -106260.140625 Penalty: 2340.864746
	Iteration 11Q: 3 clusters Score -106260.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -106262.718750 Penalty: 2340.864746
	Iteration 12Q: 3 clusters Score -106262.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -106265.000000 Penalty: 2340.864746
	Iteration 13Q: 3 clusters Score -106265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -106268.742188 Penalty: 2340.864746
	Iteration 14Q: 3 clusters Score -106268.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -106271.562500 Penalty: 2340.864746
	Iteration 15Q: 3 clusters Score -106271.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -106272.929688 Penalty: 2340.864746
	Iteration 16Q: 3 clusters Score -106272.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -106274.031250 Penalty: 2340.864746
	Iteration 17Q: 3 clusters Score -106274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -106275.601562 Penalty: 2340.864746
	Iteration 18Q: 3 clusters Score -106275.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -106275.601562 Penalty: 2340.864746
	Iteration 19F: 3 clusters Score -106275.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Entering Unmasked Estep 
Score: -100110.695312 Penalty: 1183.001343
	Iteration 0F: 2 clusters Score -100110.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -98425.632812 Penalty: 2366.002686
	Iteration 0F: 3 clusters Score -98425.63 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -99019.648438 Penalty: 2366.002686
	Iteration 1F: 3 clusters Score -99019.65 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -99238.195312 Penalty: 2366.002686
	Iteration 2F: 3 clusters Score -99238.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -99387.906250 Penalty: 2366.002686
	Iteration 3F: 3 clusters Score -99387.91 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -99552.773438 Penalty: 2366.002686
	Iteration 4F: 3 clusters Score -99552.77 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -99664.500000 Penalty: 2366.002686
	Iteration 5Q: 3 clusters Score -99664.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -99729.312500 Penalty: 2366.002686
	Iteration 6Q: 3 clusters Score -99729.31 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -99762.703125 Penalty: 2366.002686
	Iteration 7Q: 3 clusters Score -99762.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -99787.773438 Penalty: 2366.002686
	Iteration 8Q: 3 clusters Score -99787.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -99802.515625 Penalty: 2366.002686
	Iteration 9Q: 3 clusters Score -99802.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -99814.320312 Penalty: 2366.002686
	Iteration 10Q: 3 clusters Score -99814.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -99821.187500 Penalty: 2366.002686
	Iteration 11Q: 3 clusters Score -99821.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -99826.679688 Penalty: 2366.002686
	Iteration 12Q: 3 clusters Score -99826.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -99834.140625 Penalty: 2366.002686
	Iteration 13Q: 3 clusters Score -99834.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -99836.476562 Penalty: 2366.002686
	Iteration 14Q: 3 clusters Score -99836.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -99836.476562 Penalty: 2366.002686
	Iteration 15F: 3 clusters Score -99836.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Entering Unmasked Estep 
Score: -292501.937500 Penalty: 1319.257080
	Iteration 0F: 2 clusters Score -292501.9 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 1693 members 
Entering Unmasked Estep 
Score: -289553.343750 Penalty: 2638.514160
	Iteration 0F: 3 clusters Score -289553.3 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -290343.218750 Penalty: 2638.514160
	Iteration 1F: 3 clusters Score -290343.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -290694.468750 Penalty: 2638.514160
	Iteration 2F: 3 clusters Score -290694.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -291148.968750 Penalty: 2638.514160
	Iteration 3F: 3 clusters Score -291149 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -291727.968750 Penalty: 2638.514160
	Iteration 4F: 3 clusters Score -291728 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -292084.531250 Penalty: 2638.514160
	Iteration 5F: 3 clusters Score -292084.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -292250.781250 Penalty: 2638.514160
	Iteration 6F: 3 clusters Score -292250.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -292322.406250 Penalty: 2638.514160
	Iteration 7Q: 3 clusters Score -292322.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -292360.468750 Penalty: 2638.514160
	Iteration 8Q: 3 clusters Score -292360.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -292388.031250 Penalty: 2638.514160
	Iteration 9Q: 3 clusters Score -292388 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -292412.843750 Penalty: 2638.514160
	Iteration 10Q: 3 clusters Score -292412.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -292433.750000 Penalty: 2638.514160
	Iteration 11Q: 3 clusters Score -292433.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -292443.687500 Penalty: 2638.514160
	Iteration 12Q: 3 clusters Score -292443.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -292452.187500 Penalty: 2638.514160
	Iteration 13Q: 3 clusters Score -292452.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -292458.343750 Penalty: 2638.514160
	Iteration 14Q: 3 clusters Score -292458.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -292466.937500 Penalty: 2638.514160
	Iteration 15Q: 3 clusters Score -292466.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -292473.750000 Penalty: 2638.514160
	Iteration 16Q: 3 clusters Score -292473.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -292477.468750 Penalty: 2638.514160
	Iteration 17Q: 3 clusters Score -292477.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -292480.031250 Penalty: 2638.514160
	Iteration 18Q: 3 clusters Score -292480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -292481.406250 Penalty: 2638.514160
	Iteration 19Q: 3 clusters Score -292481.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -292485.781250 Penalty: 2638.514160
	Iteration 20F: 3 clusters Score -292485.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -292491.437500 Penalty: 2638.514160
	Iteration 21Q: 3 clusters Score -292491.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -292497.687500 Penalty: 2638.514160
	Iteration 22Q: 3 clusters Score -292497.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -292500.375000 Penalty: 2638.514160
	Iteration 23Q: 3 clusters Score -292500.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -292501.687500 Penalty: 2638.514160
	Iteration 24Q: 3 clusters Score -292501.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -292506.062500 Penalty: 2638.514160
	Iteration 25Q: 3 clusters Score -292506.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -292509.031250 Penalty: 2638.514160
	Iteration 26Q: 3 clusters Score -292509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -292509.968750 Penalty: 2638.514160
	Iteration 27Q: 3 clusters Score -292510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -292510.500000 Penalty: 2638.514160
	Iteration 28Q: 3 clusters Score -292510.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -292510.656250 Penalty: 2638.514160
	Iteration 29Q: 3 clusters Score -292510.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -292510.656250 Penalty: 2638.514160
	Iteration 30F: 3 clusters Score -292510.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 32417 members 
Mstep: Class 4 contains 11026 members 
Mstep: Class 5 contains 3275 members 
Mstep: Class 6 contains 116182 members 
Mstep: Class 7 contains 124703 members 
Mstep: Class 8 contains 26405 members 
Mstep: Class 9 contains 61061 members 
Mstep: Class 10 contains 15100 members 
Mstep: Class 11 contains 3772 members 
Mstep: Class 12 contains 60358 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1237 members 
Mstep: Class 15 contains 2312 members 
Mstep: Class 16 contains 39819 members 
Mstep: Class 17 contains 6433 members 
Mstep: Class 18 contains 59431 members 
Mstep: Class 19 contains 7078 members 
Mstep: Class 20 contains 13615 members 
Mstep: Class 21 contains 14354 members 
Mstep: Class 22 contains 7689 members 
Mstep: Class 23 contains 6127 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10546 members 
Mstep: Class 26 contains 16948 members 
Mstep: Class 27 contains 71028 members 
Mstep: Class 28 contains 1343 members 
Mstep: Class 29 contains 1451 members 
Mstep: Class 30 contains 894 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4382 members 
Mstep: Class 33 contains 8453 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 7202 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9637 members 
Mstep: Class 38 contains 1191 members 
Mstep: Class 39 contains 1958 members 
Mstep: Class 40 contains 86754 members 
Mstep: Class 41 contains 6830 members 
Mstep: Class 42 contains 2323 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2970 members 
Mstep: Class 45 contains 3812 members 
Mstep: Class 46 contains 2027 members 
Mstep: Class 47 contains 44562 members 
Mstep: Class 48 contains 2462 members 
Entering Unmasked Estep 
Score: -84458944.000000 Penalty: 107428.984375
Splitting cluster 30 changes total score from -84448384.000000 to -84458944.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 31 (1029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Entering Unmasked Estep 
Score: -87013.054688 Penalty: 1127.155640
	Iteration 0F: 2 clusters Score -87013.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -85552.203125 Penalty: 2254.311279
	Iteration 0F: 3 clusters Score -85552.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -85826.710938 Penalty: 2254.311279
	Iteration 1F: 3 clusters Score -85826.71 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -85929.765625 Penalty: 2254.311279
	Iteration 2F: 3 clusters Score -85929.77 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -86032.218750 Penalty: 2254.311279
	Iteration 3F: 3 clusters Score -86032.22 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -86104.054688 Penalty: 2254.311279
	Iteration 4Q: 3 clusters Score -86104.05 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -86162.617188 Penalty: 2254.311279
	Iteration 5Q: 3 clusters Score -86162.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -86221.796875 Penalty: 2254.311279
	Iteration 6Q: 3 clusters Score -86221.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -86285.023438 Penalty: 2254.311279
	Iteration 7Q: 3 clusters Score -86285.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -86336.273438 Penalty: 2254.311279
	Iteration 8Q: 3 clusters Score -86336.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -86362.890625 Penalty: 2254.311279
	Iteration 9Q: 3 clusters Score -86362.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -86383.257812 Penalty: 2254.311279
	Iteration 10Q: 3 clusters Score -86383.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -86395.757812 Penalty: 2254.311279
	Iteration 11Q: 3 clusters Score -86395.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -86408.000000 Penalty: 2254.311279
	Iteration 12Q: 3 clusters Score -86408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -86415.625000 Penalty: 2254.311279
	Iteration 13Q: 3 clusters Score -86415.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -86420.445312 Penalty: 2254.311279
	Iteration 14Q: 3 clusters Score -86420.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -86424.687500 Penalty: 2254.311279
	Iteration 15Q: 3 clusters Score -86424.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -86425.421875 Penalty: 2254.311279
	Iteration 16Q: 3 clusters Score -86425.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -86426.578125 Penalty: 2254.311279
	Iteration 17Q: 3 clusters Score -86426.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -86426.578125 Penalty: 2254.311279
	Iteration 18F: 3 clusters Score -86426.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Entering Unmasked Estep 
Score: -376260.437500 Penalty: 1362.604858
	Iteration 0F: 2 clusters Score -376260.4 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 2170 members 
Entering Unmasked Estep 
Score: -372726.312500 Penalty: 2725.209717
	Iteration 0F: 3 clusters Score -372726.3 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -374006.312500 Penalty: 2725.209717
	Iteration 1F: 3 clusters Score -374006.3 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -374513.718750 Penalty: 2725.209717
	Iteration 2F: 3 clusters Score -374513.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -374910.000000 Penalty: 2725.209717
	Iteration 3F: 3 clusters Score -374910 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -375201.687500 Penalty: 2725.209717
	Iteration 4F: 3 clusters Score -375201.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -375404.312500 Penalty: 2725.209717
	Iteration 5F: 3 clusters Score -375404.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -375526.437500 Penalty: 2725.209717
	Iteration 6Q: 3 clusters Score -375526.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -375583.437500 Penalty: 2725.209717
	Iteration 7Q: 3 clusters Score -375583.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -375618.718750 Penalty: 2725.209717
	Iteration 8Q: 3 clusters Score -375618.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -375634.968750 Penalty: 2725.209717
	Iteration 9Q: 3 clusters Score -375635 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -375644.093750 Penalty: 2725.209717
	Iteration 10Q: 3 clusters Score -375644.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -375651.937500 Penalty: 2725.209717
	Iteration 11Q: 3 clusters Score -375651.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -375658.187500 Penalty: 2725.209717
	Iteration 12Q: 3 clusters Score -375658.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -375662.718750 Penalty: 2725.209717
	Iteration 13Q: 3 clusters Score -375662.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -375665.562500 Penalty: 2725.209717
	Iteration 14Q: 3 clusters Score -375665.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -375667.781250 Penalty: 2725.209717
	Iteration 15Q: 3 clusters Score -375667.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -375670.781250 Penalty: 2725.209717
	Iteration 16Q: 3 clusters Score -375670.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -375675.593750 Penalty: 2725.209717
	Iteration 17Q: 3 clusters Score -375675.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -375678.718750 Penalty: 2725.209717
	Iteration 18Q: 3 clusters Score -375678.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -375680.093750 Penalty: 2725.209717
	Iteration 19Q: 3 clusters Score -375680.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -375682.750000 Penalty: 2725.209717
	Iteration 20F: 3 clusters Score -375682.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -375683.718750 Penalty: 2725.209717
	Iteration 21Q: 3 clusters Score -375683.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -375684.250000 Penalty: 2725.209717
	Iteration 22Q: 3 clusters Score -375684.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -375684.812500 Penalty: 2725.209717
	Iteration 23Q: 3 clusters Score -375684.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -375685.750000 Penalty: 2725.209717
	Iteration 24Q: 3 clusters Score -375685.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -375685.562500 Penalty: 2725.209717
	Iteration 25Q: 3 clusters Score -375685.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -375685.937500 Penalty: 2725.209717
	Iteration 26Q: 3 clusters Score -375685.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -375685.875000 Penalty: 2725.209717
	Iteration 27Q: 3 clusters Score -375685.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -375686.500000 Penalty: 2725.209717
	Iteration 28Q: 3 clusters Score -375686.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -375686.500000 Penalty: 2725.209717
	Iteration 29F: 3 clusters Score -375686.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Entering Unmasked Estep 
Score: -779831.812500 Penalty: 1469.369873
	Iteration 0F: 2 clusters Score -779831.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -773624.437500 Penalty: 2938.739746
	Iteration 0F: 3 clusters Score -773624.4 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -775679.437500 Penalty: 2938.739746
	Iteration 1F: 3 clusters Score -775679.4 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -775928.312500 Penalty: 2938.739746
	Iteration 2F: 3 clusters Score -775928.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -776142.562500 Penalty: 2938.739746
	Iteration 3F: 3 clusters Score -776142.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -776326.125000 Penalty: 2938.739746
	Iteration 4Q: 3 clusters Score -776326.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -776510.437500 Penalty: 2938.739746
	Iteration 5Q: 3 clusters Score -776510.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -776700.750000 Penalty: 2938.739746
	Iteration 6Q: 3 clusters Score -776700.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -776874.750000 Penalty: 2938.739746
	Iteration 7Q: 3 clusters Score -776874.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -777028.625000 Penalty: 2938.739746
	Iteration 8Q: 3 clusters Score -777028.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -777196.250000 Penalty: 2938.739746
	Iteration 9Q: 3 clusters Score -777196.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -777359.875000 Penalty: 2938.739746
	Iteration 10Q: 3 clusters Score -777359.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -777506.937500 Penalty: 2938.739746
	Iteration 11Q: 3 clusters Score -777506.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -777654.562500 Penalty: 2938.739746
	Iteration 12Q: 3 clusters Score -777654.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -777790.500000 Penalty: 2938.739746
	Iteration 13Q: 3 clusters Score -777790.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -777911.812500 Penalty: 2938.739746
	Iteration 14Q: 3 clusters Score -777911.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -778030.250000 Penalty: 2938.739746
	Iteration 15Q: 3 clusters Score -778030.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -778114.625000 Penalty: 2938.739746
	Iteration 16Q: 3 clusters Score -778114.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -778178.937500 Penalty: 2938.739746
	Iteration 17Q: 3 clusters Score -778178.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -778229.437500 Penalty: 2938.739746
	Iteration 18Q: 3 clusters Score -778229.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -778280.562500 Penalty: 2938.739746
	Iteration 19Q: 3 clusters Score -778280.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -778318.750000 Penalty: 2938.739746
	Iteration 20F: 3 clusters Score -778318.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -778352.625000 Penalty: 2938.739746
	Iteration 21Q: 3 clusters Score -778352.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -778382.687500 Penalty: 2938.739746
	Iteration 22Q: 3 clusters Score -778382.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -778419.000000 Penalty: 2938.739746
	Iteration 23Q: 3 clusters Score -778419 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -778465.625000 Penalty: 2938.739746
	Iteration 24Q: 3 clusters Score -778465.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -778495.500000 Penalty: 2938.739746
	Iteration 25Q: 3 clusters Score -778495.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -778518.687500 Penalty: 2938.739746
	Iteration 26Q: 3 clusters Score -778518.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -778548.125000 Penalty: 2938.739746
	Iteration 27Q: 3 clusters Score -778548.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -778568.062500 Penalty: 2938.739746
	Iteration 28Q: 3 clusters Score -778568.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -778583.062500 Penalty: 2938.739746
	Iteration 29Q: 3 clusters Score -778583.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -778595.875000 Penalty: 2938.739746
	Iteration 30Q: 3 clusters Score -778595.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -778605.250000 Penalty: 2938.739746
	Iteration 31Q: 3 clusters Score -778605.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -778609.500000 Penalty: 2938.739746
	Iteration 32Q: 3 clusters Score -778609.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -778610.937500 Penalty: 2938.739746
	Iteration 33Q: 3 clusters Score -778610.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -778612.375000 Penalty: 2938.739746
	Iteration 34Q: 3 clusters Score -778612.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -778614.187500 Penalty: 2938.739746
	Iteration 35Q: 3 clusters Score -778614.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -778614.750000 Penalty: 2938.739746
	Iteration 36Q: 3 clusters Score -778614.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -778619.562500 Penalty: 2938.739746
	Iteration 37Q: 3 clusters Score -778619.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -778625.562500 Penalty: 2938.739746
	Iteration 38Q: 3 clusters Score -778625.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -778629.625000 Penalty: 2938.739746
	Iteration 39Q: 3 clusters Score -778629.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -778629.625000 Penalty: 2938.739746
	Iteration 40F: 3 clusters Score -778629.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -778630.187500 Penalty: 2938.739746
	Iteration 41Q: 3 clusters Score -778630.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -778630.187500 Penalty: 2938.739746
	Iteration 42F: 3 clusters Score -778630.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Entering Unmasked Estep 
Score: -105925.992188 Penalty: 1162.116333
	Iteration 0F: 2 clusters Score -105926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -104294.296875 Penalty: 2324.232666
	Iteration 0F: 3 clusters Score -104294.3 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -104674.343750 Penalty: 2324.232666
	Iteration 1F: 3 clusters Score -104674.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -104793.984375 Penalty: 2324.232666
	Iteration 2F: 3 clusters Score -104794 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -104867.937500 Penalty: 2324.232666
	Iteration 3Q: 3 clusters Score -104867.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -104933.156250 Penalty: 2324.232666
	Iteration 4Q: 3 clusters Score -104933.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -104978.664062 Penalty: 2324.232666
	Iteration 5Q: 3 clusters Score -104978.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -105005.789062 Penalty: 2324.232666
	Iteration 6Q: 3 clusters Score -105005.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -105022.164062 Penalty: 2324.232666
	Iteration 7Q: 3 clusters Score -105022.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -105035.328125 Penalty: 2324.232666
	Iteration 8Q: 3 clusters Score -105035.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -105045.210938 Penalty: 2324.232666
	Iteration 9Q: 3 clusters Score -105045.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -105063.070312 Penalty: 2324.232666
	Iteration 10Q: 3 clusters Score -105063.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -105081.515625 Penalty: 2324.232666
	Iteration 11Q: 3 clusters Score -105081.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -105096.578125 Penalty: 2324.232666
	Iteration 12Q: 3 clusters Score -105096.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -105113.062500 Penalty: 2324.232666
	Iteration 13Q: 3 clusters Score -105113.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -105124.578125 Penalty: 2324.232666
	Iteration 14Q: 3 clusters Score -105124.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -105130.734375 Penalty: 2324.232666
	Iteration 15Q: 3 clusters Score -105130.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -105137.015625 Penalty: 2324.232666
	Iteration 16Q: 3 clusters Score -105137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -105146.351562 Penalty: 2324.232666
	Iteration 17Q: 3 clusters Score -105146.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -105154.398438 Penalty: 2324.232666
	Iteration 18Q: 3 clusters Score -105154.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -105163.468750 Penalty: 2324.232666
	Iteration 19Q: 3 clusters Score -105163.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -105175.976562 Penalty: 2324.232666
	Iteration 20F: 3 clusters Score -105176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -105184.085938 Penalty: 2324.232666
	Iteration 21Q: 3 clusters Score -105184.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -105189.898438 Penalty: 2324.232666
	Iteration 22Q: 3 clusters Score -105189.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -105196.414062 Penalty: 2324.232666
	Iteration 23Q: 3 clusters Score -105196.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -105202.484375 Penalty: 2324.232666
	Iteration 24Q: 3 clusters Score -105202.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -105203.359375 Penalty: 2324.232666
	Iteration 25Q: 3 clusters Score -105203.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -105205.218750 Penalty: 2324.232666
	Iteration 26Q: 3 clusters Score -105205.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -105206.039062 Penalty: 2324.232666
	Iteration 27Q: 3 clusters Score -105206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -105206.953125 Penalty: 2324.232666
	Iteration 28Q: 3 clusters Score -105207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -105208.359375 Penalty: 2324.232666
	Iteration 29Q: 3 clusters Score -105208.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -105210.062500 Penalty: 2324.232666
	Iteration 30Q: 3 clusters Score -105210.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -105211.109375 Penalty: 2324.232666
	Iteration 31Q: 3 clusters Score -105211.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -105211.656250 Penalty: 2324.232666
	Iteration 32Q: 3 clusters Score -105211.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -105211.656250 Penalty: 2324.232666
	Iteration 33F: 3 clusters Score -105211.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Entering Unmasked Estep 
Score: -605340.625000 Penalty: 1443.343628
	Iteration 0F: 2 clusters Score -605340.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -599951.687500 Penalty: 2886.687256
	Iteration 0F: 3 clusters Score -599951.7 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -601680.562500 Penalty: 2886.687256
	Iteration 1F: 3 clusters Score -601680.6 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -602008.187500 Penalty: 2886.687256
	Iteration 2F: 3 clusters Score -602008.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -602217.875000 Penalty: 2886.687256
	Iteration 3F: 3 clusters Score -602217.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -602372.562500 Penalty: 2886.687256
	Iteration 4Q: 3 clusters Score -602372.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -602492.812500 Penalty: 2886.687256
	Iteration 5Q: 3 clusters Score -602492.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -602603.062500 Penalty: 2886.687256
	Iteration 6Q: 3 clusters Score -602603.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -602682.312500 Penalty: 2886.687256
	Iteration 7Q: 3 clusters Score -602682.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -602763.187500 Penalty: 2886.687256
	Iteration 8Q: 3 clusters Score -602763.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -602846.312500 Penalty: 2886.687256
	Iteration 9Q: 3 clusters Score -602846.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -602929.812500 Penalty: 2886.687256
	Iteration 10Q: 3 clusters Score -602929.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -603015.375000 Penalty: 2886.687256
	Iteration 11Q: 3 clusters Score -603015.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -603100.250000 Penalty: 2886.687256
	Iteration 12Q: 3 clusters Score -603100.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -603184.625000 Penalty: 2886.687256
	Iteration 13Q: 3 clusters Score -603184.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -603259.000000 Penalty: 2886.687256
	Iteration 14Q: 3 clusters Score -603259 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -603306.875000 Penalty: 2886.687256
	Iteration 15Q: 3 clusters Score -603306.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -603355.187500 Penalty: 2886.687256
	Iteration 16Q: 3 clusters Score -603355.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -603401.687500 Penalty: 2886.687256
	Iteration 17Q: 3 clusters Score -603401.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -603453.687500 Penalty: 2886.687256
	Iteration 18Q: 3 clusters Score -603453.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -603503.062500 Penalty: 2886.687256
	Iteration 19Q: 3 clusters Score -603503.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -603536.000000 Penalty: 2886.687256
	Iteration 20F: 3 clusters Score -603536 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -603574.187500 Penalty: 2886.687256
	Iteration 21Q: 3 clusters Score -603574.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -603617.875000 Penalty: 2886.687256
	Iteration 22Q: 3 clusters Score -603617.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -603648.187500 Penalty: 2886.687256
	Iteration 23Q: 3 clusters Score -603648.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -603670.562500 Penalty: 2886.687256
	Iteration 24Q: 3 clusters Score -603670.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -603697.812500 Penalty: 2886.687256
	Iteration 25Q: 3 clusters Score -603697.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -603720.625000 Penalty: 2886.687256
	Iteration 26Q: 3 clusters Score -603720.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -603749.687500 Penalty: 2886.687256
	Iteration 27Q: 3 clusters Score -603749.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -603767.812500 Penalty: 2886.687256
	Iteration 28Q: 3 clusters Score -603767.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -603782.312500 Penalty: 2886.687256
	Iteration 29Q: 3 clusters Score -603782.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -603800.375000 Penalty: 2886.687256
	Iteration 30Q: 3 clusters Score -603800.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -603823.375000 Penalty: 2886.687256
	Iteration 31Q: 3 clusters Score -603823.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -603848.875000 Penalty: 2886.687256
	Iteration 32Q: 3 clusters Score -603848.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -603875.437500 Penalty: 2886.687256
	Iteration 33Q: 3 clusters Score -603875.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -603891.000000 Penalty: 2886.687256
	Iteration 34Q: 3 clusters Score -603891 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -603905.562500 Penalty: 2886.687256
	Iteration 35Q: 3 clusters Score -603905.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -603917.500000 Penalty: 2886.687256
	Iteration 36Q: 3 clusters Score -603917.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -603926.250000 Penalty: 2886.687256
	Iteration 37Q: 3 clusters Score -603926.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -603931.375000 Penalty: 2886.687256
	Iteration 38Q: 3 clusters Score -603931.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -603935.750000 Penalty: 2886.687256
	Iteration 39Q: 3 clusters Score -603935.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -603938.187500 Penalty: 2886.687256
	Iteration 40F: 3 clusters Score -603938.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -603945.062500 Penalty: 2886.687256
	Iteration 41Q: 3 clusters Score -603945.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -603948.562500 Penalty: 2886.687256
	Iteration 42Q: 3 clusters Score -603948.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -603950.375000 Penalty: 2886.687256
	Iteration 43Q: 3 clusters Score -603950.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -603951.562500 Penalty: 2886.687256
	Iteration 44Q: 3 clusters Score -603951.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -603953.562500 Penalty: 2886.687256
	Iteration 45Q: 3 clusters Score -603953.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -603954.062500 Penalty: 2886.687256
	Iteration 46Q: 3 clusters Score -603954.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -603955.437500 Penalty: 2886.687256
	Iteration 47Q: 3 clusters Score -603955.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -603959.312500 Penalty: 2886.687256
	Iteration 48Q: 3 clusters Score -603959.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -603963.500000 Penalty: 2886.687256
	Iteration 49Q: 3 clusters Score -603963.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -603965.125000 Penalty: 2886.687256
	Iteration 50Q: 3 clusters Score -603965.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -603966.000000 Penalty: 2886.687256
	Iteration 51Q: 3 clusters Score -603966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -603967.375000 Penalty: 2886.687256
	Iteration 52Q: 3 clusters Score -603967.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -603967.750000 Penalty: 2886.687256
	Iteration 53Q: 3 clusters Score -603967.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -603967.750000 Penalty: 2886.687256
	Iteration 54F: 3 clusters Score -603967.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -70359.343750 Penalty: 1095.526367
	Iteration 0F: 2 clusters Score -70359.34 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 430 members 
Entering Unmasked Estep 
Score: -69026.953125 Penalty: 2191.052734
	Iteration 0F: 3 clusters Score -69026.95 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -69411.742188 Penalty: 2191.052734
	Iteration 1F: 3 clusters Score -69411.74 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -69621.671875 Penalty: 2191.052734
	Iteration 2F: 3 clusters Score -69621.67 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -69754.171875 Penalty: 2191.052734
	Iteration 3F: 3 clusters Score -69754.17 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -69835.070312 Penalty: 2191.052734
	Iteration 4F: 3 clusters Score -69835.07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -69883.109375 Penalty: 2191.052734
	Iteration 5Q: 3 clusters Score -69883.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -69914.914062 Penalty: 2191.052734
	Iteration 6Q: 3 clusters Score -69914.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -69927.914062 Penalty: 2191.052734
	Iteration 7Q: 3 clusters Score -69927.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -69940.210938 Penalty: 2191.052734
	Iteration 8Q: 3 clusters Score -69940.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -69943.984375 Penalty: 2191.052734
	Iteration 9Q: 3 clusters Score -69943.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -69945.796875 Penalty: 2191.052734
	Iteration 10Q: 3 clusters Score -69945.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -69953.812500 Penalty: 2191.052734
	Iteration 11Q: 3 clusters Score -69953.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -69961.007812 Penalty: 2191.052734
	Iteration 12Q: 3 clusters Score -69961.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -69967.796875 Penalty: 2191.052734
	Iteration 13Q: 3 clusters Score -69967.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -69970.453125 Penalty: 2191.052734
	Iteration 14Q: 3 clusters Score -69970.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -69970.453125 Penalty: 2191.052734
	Iteration 15F: 3 clusters Score -69970.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Entering Unmasked Estep 
Score: -848610.750000 Penalty: 1490.671875
	Iteration 0F: 2 clusters Score -848610.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -841733.250000 Penalty: 2981.343750
	Iteration 0F: 3 clusters Score -841733.2 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -843948.750000 Penalty: 2981.343750
	Iteration 1F: 3 clusters Score -843948.8 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -844272.062500 Penalty: 2981.343750
	Iteration 2F: 3 clusters Score -844272.1 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -844605.500000 Penalty: 2981.343750
	Iteration 3F: 3 clusters Score -844605.5 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -844956.312500 Penalty: 2981.343750
	Iteration 4F: 3 clusters Score -844956.3 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -845318.062500 Penalty: 2981.343750
	Iteration 5F: 3 clusters Score -845318.1 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -845701.375000 Penalty: 2981.343750
	Iteration 6F: 3 clusters Score -845701.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -846062.000000 Penalty: 2981.343750
	Iteration 7F: 3 clusters Score -846062 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -846360.312500 Penalty: 2981.343750
	Iteration 8Q: 3 clusters Score -846360.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -846583.625000 Penalty: 2981.343750
	Iteration 9Q: 3 clusters Score -846583.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -846741.375000 Penalty: 2981.343750
	Iteration 10Q: 3 clusters Score -846741.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -846853.000000 Penalty: 2981.343750
	Iteration 11Q: 3 clusters Score -846853 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -846946.437500 Penalty: 2981.343750
	Iteration 12Q: 3 clusters Score -846946.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -847022.000000 Penalty: 2981.343750
	Iteration 13Q: 3 clusters Score -847022 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -847087.875000 Penalty: 2981.343750
	Iteration 14Q: 3 clusters Score -847087.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -847135.250000 Penalty: 2981.343750
	Iteration 15Q: 3 clusters Score -847135.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -847164.687500 Penalty: 2981.343750
	Iteration 16Q: 3 clusters Score -847164.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -847182.500000 Penalty: 2981.343750
	Iteration 17Q: 3 clusters Score -847182.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -847202.937500 Penalty: 2981.343750
	Iteration 18Q: 3 clusters Score -847202.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -847219.375000 Penalty: 2981.343750
	Iteration 19Q: 3 clusters Score -847219.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -847231.500000 Penalty: 2981.343750
	Iteration 20F: 3 clusters Score -847231.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -847241.937500 Penalty: 2981.343750
	Iteration 21Q: 3 clusters Score -847241.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -847248.125000 Penalty: 2981.343750
	Iteration 22Q: 3 clusters Score -847248.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -847253.000000 Penalty: 2981.343750
	Iteration 23Q: 3 clusters Score -847253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -847257.937500 Penalty: 2981.343750
	Iteration 24Q: 3 clusters Score -847257.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -847260.750000 Penalty: 2981.343750
	Iteration 25Q: 3 clusters Score -847260.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -847262.312500 Penalty: 2981.343750
	Iteration 26Q: 3 clusters Score -847262.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -847265.500000 Penalty: 2981.343750
	Iteration 27Q: 3 clusters Score -847265.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -847268.062500 Penalty: 2981.343750
	Iteration 28Q: 3 clusters Score -847268.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -847270.875000 Penalty: 2981.343750
	Iteration 29Q: 3 clusters Score -847270.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -847277.000000 Penalty: 2981.343750
	Iteration 30Q: 3 clusters Score -847277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -847277.500000 Penalty: 2981.343750
	Iteration 31Q: 3 clusters Score -847277.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -847278.625000 Penalty: 2981.343750
	Iteration 32Q: 3 clusters Score -847278.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -847281.562500 Penalty: 2981.343750
	Iteration 33Q: 3 clusters Score -847281.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -847282.500000 Penalty: 2981.343750
	Iteration 34Q: 3 clusters Score -847282.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -847284.375000 Penalty: 2981.343750
	Iteration 35Q: 3 clusters Score -847284.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -847283.812500 Penalty: 2981.343750
	Iteration 36Q: 3 clusters Score -847283.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -847285.875000 Penalty: 2981.343750
	Iteration 37Q: 3 clusters Score -847285.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -847286.750000 Penalty: 2981.343750
	Iteration 38Q: 3 clusters Score -847286.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -847286.625000 Penalty: 2981.343750
	Iteration 39Q: 3 clusters Score -847286.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -847287.375000 Penalty: 2981.343750
	Iteration 40F: 3 clusters Score -847287.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -847291.062500 Penalty: 2981.343750
	Iteration 41Q: 3 clusters Score -847291.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -847291.187500 Penalty: 2981.343750
	Iteration 42Q: 3 clusters Score -847291.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -847291.875000 Penalty: 2981.343750
	Iteration 43Q: 3 clusters Score -847291.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -847291.875000 Penalty: 2981.343750
	Iteration 44F: 3 clusters Score -847291.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Entering Unmasked Estep 
Score: -102565.851562 Penalty: 1150.914185
	Iteration 0F: 2 clusters Score -102565.9 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 566 members 
Entering Unmasked Estep 
Score: -100980.898438 Penalty: 2301.828369
	Iteration 0F: 3 clusters Score -100980.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -101324.156250 Penalty: 2301.828369
	Iteration 1F: 3 clusters Score -101324.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -101436.453125 Penalty: 2301.828369
	Iteration 2F: 3 clusters Score -101436.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -101482.515625 Penalty: 2301.828369
	Iteration 3Q: 3 clusters Score -101482.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -101512.507812 Penalty: 2301.828369
	Iteration 4Q: 3 clusters Score -101512.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -101532.820312 Penalty: 2301.828369
	Iteration 5Q: 3 clusters Score -101532.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -101549.195312 Penalty: 2301.828369
	Iteration 6Q: 3 clusters Score -101549.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -101564.054688 Penalty: 2301.828369
	Iteration 7Q: 3 clusters Score -101564.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -101571.078125 Penalty: 2301.828369
	Iteration 8Q: 3 clusters Score -101571.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -101576.382812 Penalty: 2301.828369
	Iteration 9Q: 3 clusters Score -101576.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -101578.750000 Penalty: 2301.828369
	Iteration 10Q: 3 clusters Score -101578.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -101581.843750 Penalty: 2301.828369
	Iteration 11Q: 3 clusters Score -101581.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -101583.250000 Penalty: 2301.828369
	Iteration 12Q: 3 clusters Score -101583.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -101583.250000 Penalty: 2301.828369
	Iteration 13F: 3 clusters Score -101583.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Entering Unmasked Estep 
Score: -169372.062500 Penalty: 1231.697876
	Iteration 0F: 2 clusters Score -169372.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -167360.750000 Penalty: 2463.395752
	Iteration 0F: 3 clusters Score -167360.8 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -167967.421875 Penalty: 2463.395752
	Iteration 1F: 3 clusters Score -167967.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -168176.421875 Penalty: 2463.395752
	Iteration 2F: 3 clusters Score -168176.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -168310.984375 Penalty: 2463.395752
	Iteration 3F: 3 clusters Score -168311 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -168389.250000 Penalty: 2463.395752
	Iteration 4Q: 3 clusters Score -168389.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -168433.359375 Penalty: 2463.395752
	Iteration 5Q: 3 clusters Score -168433.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -168459.765625 Penalty: 2463.395752
	Iteration 6Q: 3 clusters Score -168459.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -168476.515625 Penalty: 2463.395752
	Iteration 7Q: 3 clusters Score -168476.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -168482.578125 Penalty: 2463.395752
	Iteration 8Q: 3 clusters Score -168482.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -168492.265625 Penalty: 2463.395752
	Iteration 9Q: 3 clusters Score -168492.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -168499.203125 Penalty: 2463.395752
	Iteration 10Q: 3 clusters Score -168499.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -168504.593750 Penalty: 2463.395752
	Iteration 11Q: 3 clusters Score -168504.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -168506.828125 Penalty: 2463.395752
	Iteration 12Q: 3 clusters Score -168506.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -168506.828125 Penalty: 2463.395752
	Iteration 13F: 3 clusters Score -168506.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (86754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86754 members 
Entering Unmasked Estep 
Score: -7985911.000000 Penalty: 1847.760132
	Iteration 0F: 2 clusters Score -7985911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -7928078.500000 Penalty: 3695.520264
	Iteration 0F: 3 clusters Score -7928078 nChanged 41291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44270 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -7951799.000000 Penalty: 3695.520264
	Iteration 1F: 3 clusters Score -7951799 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -7952713.500000 Penalty: 3695.520264
	Iteration 2Q: 3 clusters Score -7952714 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45996 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -7953991.000000 Penalty: 3695.520264
	Iteration 3Q: 3 clusters Score -7953991 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 39064 members 
Entering Unmasked Estep 
Score: -7955678.000000 Penalty: 3695.520264
	Iteration 4Q: 3 clusters Score -7955678 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50109 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -7958047.500000 Penalty: 3695.520264
	Iteration 5F: 3 clusters Score -7958048 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53544 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -7960949.500000 Penalty: 3695.520264
	Iteration 6F: 3 clusters Score -7960950 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57788 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -7964666.500000 Penalty: 3695.520264
	Iteration 7F: 3 clusters Score -7964666 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62715 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -7969139.500000 Penalty: 3695.520264
	Iteration 8F: 3 clusters Score -7969140 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67604 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -7974268.000000 Penalty: 3695.520264
	Iteration 9F: 3 clusters Score -7974268 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71588 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -7978765.500000 Penalty: 3695.520264
	Iteration 10F: 3 clusters Score -7978766 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74309 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -7981401.000000 Penalty: 3695.520264
	Iteration 11Q: 3 clusters Score -7981401 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76246 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -7982857.500000 Penalty: 3695.520264
	Iteration 12Q: 3 clusters Score -7982858 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77722 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -7983858.500000 Penalty: 3695.520264
	Iteration 13Q: 3 clusters Score -7983858 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78842 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -7984470.000000 Penalty: 3695.520264
	Iteration 14Q: 3 clusters Score -7984470 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79661 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -7984813.000000 Penalty: 3695.520264
	Iteration 15Q: 3 clusters Score -7984813 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80302 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -7985081.500000 Penalty: 3695.520264
	Iteration 16Q: 3 clusters Score -7985082 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80825 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -7985253.000000 Penalty: 3695.520264
	Iteration 17Q: 3 clusters Score -7985253 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81273 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -7985379.000000 Penalty: 3695.520264
	Iteration 18Q: 3 clusters Score -7985379 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81635 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -7985475.000000 Penalty: 3695.520264
	Iteration 19Q: 3 clusters Score -7985475 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81935 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -7985542.000000 Penalty: 3695.520264
	Iteration 20F: 3 clusters Score -7985542 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82165 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -7985590.000000 Penalty: 3695.520264
	Iteration 21Q: 3 clusters Score -7985590 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82353 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -7985626.500000 Penalty: 3695.520264
	Iteration 22Q: 3 clusters Score -7985626 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82486 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -7985660.500000 Penalty: 3695.520264
	Iteration 23Q: 3 clusters Score -7985660 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82586 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -7985679.500000 Penalty: 3695.520264
	Iteration 24Q: 3 clusters Score -7985680 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82676 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -7985694.500000 Penalty: 3695.520264
	Iteration 25Q: 3 clusters Score -7985694 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82761 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -7985717.000000 Penalty: 3695.520264
	Iteration 26Q: 3 clusters Score -7985717 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82826 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -7985724.500000 Penalty: 3695.520264
	Iteration 27Q: 3 clusters Score -7985724 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82872 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -7985734.500000 Penalty: 3695.520264
	Iteration 28Q: 3 clusters Score -7985734 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82906 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -7985736.500000 Penalty: 3695.520264
	Iteration 29Q: 3 clusters Score -7985736 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82944 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -7985747.500000 Penalty: 3695.520264
	Iteration 30Q: 3 clusters Score -7985748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82968 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -7985747.500000 Penalty: 3695.520264
	Iteration 31Q: 3 clusters Score -7985748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82985 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -7985744.000000 Penalty: 3695.520264
	Iteration 32Q: 3 clusters Score -7985744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82997 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -7985748.000000 Penalty: 3695.520264
	Iteration 33Q: 3 clusters Score -7985748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83004 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -7985748.000000 Penalty: 3695.520264
	Iteration 34Q: 3 clusters Score -7985748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83010 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -7985745.000000 Penalty: 3695.520264
	Iteration 35Q: 3 clusters Score -7985745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83018 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -7985736.500000 Penalty: 3695.520264
	Iteration 36Q: 3 clusters Score -7985736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83024 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -7985733.500000 Penalty: 3695.520264
	Iteration 37Q: 3 clusters Score -7985734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83028 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -7985733.500000 Penalty: 3695.520264
	Iteration 38Q: 3 clusters Score -7985734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83031 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -7985736.500000 Penalty: 3695.520264
	Iteration 39Q: 3 clusters Score -7985736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83035 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -7985737.500000 Penalty: 3695.520264
	Iteration 40F: 3 clusters Score -7985738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83038 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -7985730.500000 Penalty: 3695.520264
	Iteration 41Q: 3 clusters Score -7985730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83043 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -7985735.000000 Penalty: 3695.520264
	Iteration 42Q: 3 clusters Score -7985735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83048 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -7985734.000000 Penalty: 3695.520264
	Iteration 43Q: 3 clusters Score -7985734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83056 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -7985734.500000 Penalty: 3695.520264
	Iteration 44Q: 3 clusters Score -7985734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83067 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -7985737.000000 Penalty: 3695.520264
	Iteration 45Q: 3 clusters Score -7985737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83074 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -7985740.000000 Penalty: 3695.520264
	Iteration 46Q: 3 clusters Score -7985740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83077 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -7985734.500000 Penalty: 3695.520264
	Iteration 47Q: 3 clusters Score -7985734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83082 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -7985729.500000 Penalty: 3695.520264
	Iteration 48Q: 3 clusters Score -7985730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83088 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -7985743.500000 Penalty: 3695.520264
	Iteration 49Q: 3 clusters Score -7985744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83098 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -7985749.500000 Penalty: 3695.520264
	Iteration 50Q: 3 clusters Score -7985750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83103 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -7985747.500000 Penalty: 3695.520264
	Iteration 51Q: 3 clusters Score -7985748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83107 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -7985746.000000 Penalty: 3695.520264
	Iteration 52Q: 3 clusters Score -7985746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83111 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -7985744.000000 Penalty: 3695.520264
	Iteration 53Q: 3 clusters Score -7985744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83113 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -7985747.000000 Penalty: 3695.520264
	Iteration 54Q: 3 clusters Score -7985747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83116 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -7985755.000000 Penalty: 3695.520264
	Iteration 55Q: 3 clusters Score -7985755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83121 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -7985747.500000 Penalty: 3695.520264
	Iteration 56Q: 3 clusters Score -7985748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83125 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -7985752.000000 Penalty: 3695.520264
	Iteration 57Q: 3 clusters Score -7985752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83130 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -7985755.000000 Penalty: 3695.520264
	Iteration 58Q: 3 clusters Score -7985755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83136 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -7985753.000000 Penalty: 3695.520264
	Iteration 59Q: 3 clusters Score -7985753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83142 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -7985748.000000 Penalty: 3695.520264
	Iteration 60F: 3 clusters Score -7985748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83148 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -7985754.000000 Penalty: 3695.520264
	Iteration 61Q: 3 clusters Score -7985754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83152 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -7985754.500000 Penalty: 3695.520264
	Iteration 62Q: 3 clusters Score -7985754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83154 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -7985763.000000 Penalty: 3695.520264
	Iteration 63Q: 3 clusters Score -7985763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83158 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -7985759.000000 Penalty: 3695.520264
	Iteration 64Q: 3 clusters Score -7985759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83161 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -7985754.000000 Penalty: 3695.520264
	Iteration 65Q: 3 clusters Score -7985754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83162 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -7985747.000000 Penalty: 3695.520264
	Iteration 66Q: 3 clusters Score -7985747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83162 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -7985747.000000 Penalty: 3695.520264
	Iteration 67F: 3 clusters Score -7985747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Entering Unmasked Estep 
Score: -611716.250000 Penalty: 1434.725464
	Iteration 0F: 2 clusters Score -611716.2 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 3397 members 
Entering Unmasked Estep 
Score: -606534.812500 Penalty: 2869.450928
	Iteration 0F: 3 clusters Score -606534.8 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -608071.500000 Penalty: 2869.450928
	Iteration 1F: 3 clusters Score -608071.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -608274.375000 Penalty: 2869.450928
	Iteration 2F: 3 clusters Score -608274.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -608434.812500 Penalty: 2869.450928
	Iteration 3Q: 3 clusters Score -608434.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -608578.562500 Penalty: 2869.450928
	Iteration 4Q: 3 clusters Score -608578.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -608705.375000 Penalty: 2869.450928
	Iteration 5Q: 3 clusters Score -608705.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -608851.375000 Penalty: 2869.450928
	Iteration 6Q: 3 clusters Score -608851.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -609006.875000 Penalty: 2869.450928
	Iteration 7Q: 3 clusters Score -609006.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -609165.125000 Penalty: 2869.450928
	Iteration 8Q: 3 clusters Score -609165.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -609333.062500 Penalty: 2869.450928
	Iteration 9Q: 3 clusters Score -609333.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -609484.375000 Penalty: 2869.450928
	Iteration 10Q: 3 clusters Score -609484.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -609622.062500 Penalty: 2869.450928
	Iteration 11Q: 3 clusters Score -609622.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -609786.500000 Penalty: 2869.450928
	Iteration 12Q: 3 clusters Score -609786.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -609980.187500 Penalty: 2869.450928
	Iteration 13Q: 3 clusters Score -609980.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -610172.437500 Penalty: 2869.450928
	Iteration 14Q: 3 clusters Score -610172.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -610307.375000 Penalty: 2869.450928
	Iteration 15Q: 3 clusters Score -610307.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -610415.062500 Penalty: 2869.450928
	Iteration 16Q: 3 clusters Score -610415.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -610493.437500 Penalty: 2869.450928
	Iteration 17Q: 3 clusters Score -610493.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -610543.437500 Penalty: 2869.450928
	Iteration 18Q: 3 clusters Score -610543.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -610584.062500 Penalty: 2869.450928
	Iteration 19Q: 3 clusters Score -610584.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -610610.562500 Penalty: 2869.450928
	Iteration 20F: 3 clusters Score -610610.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -610633.937500 Penalty: 2869.450928
	Iteration 21Q: 3 clusters Score -610633.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -610646.375000 Penalty: 2869.450928
	Iteration 22Q: 3 clusters Score -610646.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -610662.812500 Penalty: 2869.450928
	Iteration 23Q: 3 clusters Score -610662.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -610672.312500 Penalty: 2869.450928
	Iteration 24Q: 3 clusters Score -610672.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -610683.062500 Penalty: 2869.450928
	Iteration 25Q: 3 clusters Score -610683.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -610692.437500 Penalty: 2869.450928
	Iteration 26Q: 3 clusters Score -610692.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -610700.062500 Penalty: 2869.450928
	Iteration 27Q: 3 clusters Score -610700.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -610702.437500 Penalty: 2869.450928
	Iteration 28Q: 3 clusters Score -610702.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -610703.875000 Penalty: 2869.450928
	Iteration 29Q: 3 clusters Score -610703.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -610703.062500 Penalty: 2869.450928
	Iteration 30Q: 3 clusters Score -610703.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -610703.062500 Penalty: 2869.450928
	Iteration 31F: 3 clusters Score -610703.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Entering Unmasked Estep 
Score: -175523.343750 Penalty: 1259.474854
	Iteration 0F: 2 clusters Score -175523.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -173244.671875 Penalty: 2518.949707
	Iteration 0F: 3 clusters Score -173244.7 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -174082.296875 Penalty: 2518.949707
	Iteration 1F: 3 clusters Score -174082.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -174413.578125 Penalty: 2518.949707
	Iteration 2F: 3 clusters Score -174413.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -174667.781250 Penalty: 2518.949707
	Iteration 3F: 3 clusters Score -174667.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -174898.328125 Penalty: 2518.949707
	Iteration 4F: 3 clusters Score -174898.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -175096.562500 Penalty: 2518.949707
	Iteration 5F: 3 clusters Score -175096.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -175267.703125 Penalty: 2518.949707
	Iteration 6F: 3 clusters Score -175267.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -175390.046875 Penalty: 2518.949707
	Iteration 7Q: 3 clusters Score -175390 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -175472.546875 Penalty: 2518.949707
	Iteration 8Q: 3 clusters Score -175472.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -175534.625000 Penalty: 2518.949707
	Iteration 9Q: 3 clusters Score -175534.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -175571.390625 Penalty: 2518.949707
	Iteration 10Q: 3 clusters Score -175571.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -175592.171875 Penalty: 2518.949707
	Iteration 11Q: 3 clusters Score -175592.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -175604.625000 Penalty: 2518.949707
	Iteration 12Q: 3 clusters Score -175604.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -175618.046875 Penalty: 2518.949707
	Iteration 13Q: 3 clusters Score -175618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -175630.453125 Penalty: 2518.949707
	Iteration 14Q: 3 clusters Score -175630.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -175636.453125 Penalty: 2518.949707
	Iteration 15Q: 3 clusters Score -175636.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -175638.609375 Penalty: 2518.949707
	Iteration 16Q: 3 clusters Score -175638.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -175639.640625 Penalty: 2518.949707
	Iteration 17Q: 3 clusters Score -175639.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -175639.453125 Penalty: 2518.949707
	Iteration 18Q: 3 clusters Score -175639.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -175639.453125 Penalty: 2518.949707
	Iteration 19F: 3 clusters Score -175639.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 32417 members 
Mstep: Class 4 contains 11026 members 
Mstep: Class 5 contains 3275 members 
Mstep: Class 6 contains 116182 members 
Mstep: Class 7 contains 124703 members 
Mstep: Class 8 contains 26405 members 
Mstep: Class 9 contains 61061 members 
Mstep: Class 10 contains 15100 members 
Mstep: Class 11 contains 3772 members 
Mstep: Class 12 contains 60358 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1237 members 
Mstep: Class 15 contains 2312 members 
Mstep: Class 16 contains 39819 members 
Mstep: Class 17 contains 6433 members 
Mstep: Class 18 contains 59431 members 
Mstep: Class 19 contains 7078 members 
Mstep: Class 20 contains 13615 members 
Mstep: Class 21 contains 14354 members 
Mstep: Class 22 contains 7689 members 
Mstep: Class 23 contains 6127 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10546 members 
Mstep: Class 26 contains 16948 members 
Mstep: Class 27 contains 71028 members 
Mstep: Class 28 contains 1343 members 
Mstep: Class 29 contains 1451 members 
Mstep: Class 30 contains 894 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4382 members 
Mstep: Class 33 contains 8453 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 7202 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9637 members 
Mstep: Class 38 contains 1191 members 
Mstep: Class 39 contains 1958 members 
Mstep: Class 40 contains 86754 members 
Mstep: Class 41 contains 6830 members 
Mstep: Class 42 contains 1681 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2970 members 
Mstep: Class 45 contains 3812 members 
Mstep: Class 46 contains 2027 members 
Mstep: Class 47 contains 44562 members 
Mstep: Class 48 contains 2462 members 
Mstep: Class 49 contains 642 members 
Entering Unmasked Estep 
Score: -84458120.000000 Penalty: 109667.085938
Splitting cluster 42 changes total score from -84448384.000000 to -84458120.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 43 (1267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Entering Unmasked Estep 
Score: -106869.226562 Penalty: 1160.966187
	Iteration 0F: 2 clusters Score -106869.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -105269.867188 Penalty: 2321.932373
	Iteration 0F: 3 clusters Score -105269.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -105589.398438 Penalty: 2321.932373
	Iteration 1F: 3 clusters Score -105589.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -105674.046875 Penalty: 2321.932373
	Iteration 2F: 3 clusters Score -105674 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -105725.703125 Penalty: 2321.932373
	Iteration 3Q: 3 clusters Score -105725.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -105760.406250 Penalty: 2321.932373
	Iteration 4Q: 3 clusters Score -105760.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -105796.679688 Penalty: 2321.932373
	Iteration 5Q: 3 clusters Score -105796.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -105830.257812 Penalty: 2321.932373
	Iteration 6Q: 3 clusters Score -105830.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -105862.140625 Penalty: 2321.932373
	Iteration 7Q: 3 clusters Score -105862.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -105884.320312 Penalty: 2321.932373
	Iteration 8Q: 3 clusters Score -105884.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -105899.140625 Penalty: 2321.932373
	Iteration 9Q: 3 clusters Score -105899.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -105912.171875 Penalty: 2321.932373
	Iteration 10Q: 3 clusters Score -105912.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -105928.390625 Penalty: 2321.932373
	Iteration 11Q: 3 clusters Score -105928.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -105946.593750 Penalty: 2321.932373
	Iteration 12Q: 3 clusters Score -105946.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -105977.484375 Penalty: 2321.932373
	Iteration 13Q: 3 clusters Score -105977.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -106027.390625 Penalty: 2321.932373
	Iteration 14Q: 3 clusters Score -106027.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -106102.046875 Penalty: 2321.932373
	Iteration 15Q: 3 clusters Score -106102 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -106211.859375 Penalty: 2321.932373
	Iteration 16Q: 3 clusters Score -106211.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -106349.960938 Penalty: 2321.932373
	Iteration 17Q: 3 clusters Score -106350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -106420.570312 Penalty: 2321.932373
	Iteration 18Q: 3 clusters Score -106420.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -106458.906250 Penalty: 2321.932373
	Iteration 19Q: 3 clusters Score -106458.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -106486.234375 Penalty: 2321.932373
	Iteration 20F: 3 clusters Score -106486.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -106512.320312 Penalty: 2321.932373
	Iteration 21Q: 3 clusters Score -106512.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -106517.187500 Penalty: 2321.932373
	Iteration 22Q: 3 clusters Score -106517.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -106520.718750 Penalty: 2321.932373
	Iteration 23Q: 3 clusters Score -106520.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -106524.609375 Penalty: 2321.932373
	Iteration 24Q: 3 clusters Score -106524.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -106531.195312 Penalty: 2321.932373
	Iteration 25Q: 3 clusters Score -106531.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -106542.484375 Penalty: 2321.932373
	Iteration 26Q: 3 clusters Score -106542.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -106548.273438 Penalty: 2321.932373
	Iteration 27Q: 3 clusters Score -106548.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -106556.835938 Penalty: 2321.932373
	Iteration 28Q: 3 clusters Score -106556.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -106560.281250 Penalty: 2321.932373
	Iteration 29Q: 3 clusters Score -106560.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -106564.570312 Penalty: 2321.932373
	Iteration 30Q: 3 clusters Score -106564.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -106571.781250 Penalty: 2321.932373
	Iteration 31Q: 3 clusters Score -106571.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -106574.406250 Penalty: 2321.932373
	Iteration 32Q: 3 clusters Score -106574.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -106575.273438 Penalty: 2321.932373
	Iteration 33Q: 3 clusters Score -106575.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -106575.843750 Penalty: 2321.932373
	Iteration 34Q: 3 clusters Score -106575.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -106575.843750 Penalty: 2321.932373
	Iteration 35F: 3 clusters Score -106575.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Entering Unmasked Estep 
Score: -260414.562500 Penalty: 1299.401611
	Iteration 0F: 2 clusters Score -260414.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -257664.562500 Penalty: 2598.803223
	Iteration 0F: 3 clusters Score -257664.6 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -258389.328125 Penalty: 2598.803223
	Iteration 1F: 3 clusters Score -258389.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -258543.703125 Penalty: 2598.803223
	Iteration 2F: 3 clusters Score -258543.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -258634.406250 Penalty: 2598.803223
	Iteration 3Q: 3 clusters Score -258634.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -258689.171875 Penalty: 2598.803223
	Iteration 4Q: 3 clusters Score -258689.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -258741.484375 Penalty: 2598.803223
	Iteration 5Q: 3 clusters Score -258741.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -258795.312500 Penalty: 2598.803223
	Iteration 6Q: 3 clusters Score -258795.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -258837.421875 Penalty: 2598.803223
	Iteration 7Q: 3 clusters Score -258837.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -258880.234375 Penalty: 2598.803223
	Iteration 8Q: 3 clusters Score -258880.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -258914.656250 Penalty: 2598.803223
	Iteration 9Q: 3 clusters Score -258914.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -258956.187500 Penalty: 2598.803223
	Iteration 10Q: 3 clusters Score -258956.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -258994.578125 Penalty: 2598.803223
	Iteration 11Q: 3 clusters Score -258994.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -259032.515625 Penalty: 2598.803223
	Iteration 12Q: 3 clusters Score -259032.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -259062.078125 Penalty: 2598.803223
	Iteration 13Q: 3 clusters Score -259062.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -259098.453125 Penalty: 2598.803223
	Iteration 14Q: 3 clusters Score -259098.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -259141.125000 Penalty: 2598.803223
	Iteration 15Q: 3 clusters Score -259141.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -259187.968750 Penalty: 2598.803223
	Iteration 16Q: 3 clusters Score -259188 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -259229.171875 Penalty: 2598.803223
	Iteration 17Q: 3 clusters Score -259229.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -259264.718750 Penalty: 2598.803223
	Iteration 18Q: 3 clusters Score -259264.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -259291.656250 Penalty: 2598.803223
	Iteration 19Q: 3 clusters Score -259291.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -259317.906250 Penalty: 2598.803223
	Iteration 20F: 3 clusters Score -259317.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -259333.609375 Penalty: 2598.803223
	Iteration 21Q: 3 clusters Score -259333.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -259350.703125 Penalty: 2598.803223
	Iteration 22Q: 3 clusters Score -259350.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -259363.281250 Penalty: 2598.803223
	Iteration 23Q: 3 clusters Score -259363.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -259374.046875 Penalty: 2598.803223
	Iteration 24Q: 3 clusters Score -259374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -259393.281250 Penalty: 2598.803223
	Iteration 25Q: 3 clusters Score -259393.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -259411.828125 Penalty: 2598.803223
	Iteration 26Q: 3 clusters Score -259411.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -259428.515625 Penalty: 2598.803223
	Iteration 27Q: 3 clusters Score -259428.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -259446.875000 Penalty: 2598.803223
	Iteration 28Q: 3 clusters Score -259446.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -259459.421875 Penalty: 2598.803223
	Iteration 29Q: 3 clusters Score -259459.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -259469.609375 Penalty: 2598.803223
	Iteration 30Q: 3 clusters Score -259469.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -259480.859375 Penalty: 2598.803223
	Iteration 31Q: 3 clusters Score -259480.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -259489.953125 Penalty: 2598.803223
	Iteration 32Q: 3 clusters Score -259490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -259495.437500 Penalty: 2598.803223
	Iteration 33Q: 3 clusters Score -259495.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -259498.750000 Penalty: 2598.803223
	Iteration 34Q: 3 clusters Score -259498.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -259501.125000 Penalty: 2598.803223
	Iteration 35Q: 3 clusters Score -259501.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -259503.171875 Penalty: 2598.803223
	Iteration 36Q: 3 clusters Score -259503.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -259505.953125 Penalty: 2598.803223
	Iteration 37Q: 3 clusters Score -259506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -259509.875000 Penalty: 2598.803223
	Iteration 38Q: 3 clusters Score -259509.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -259512.109375 Penalty: 2598.803223
	Iteration 39Q: 3 clusters Score -259512.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -259514.546875 Penalty: 2598.803223
	Iteration 40F: 3 clusters Score -259514.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -259521.531250 Penalty: 2598.803223
	Iteration 41Q: 3 clusters Score -259521.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -259527.203125 Penalty: 2598.803223
	Iteration 42Q: 3 clusters Score -259527.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -259533.671875 Penalty: 2598.803223
	Iteration 43Q: 3 clusters Score -259533.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -259538.031250 Penalty: 2598.803223
	Iteration 44Q: 3 clusters Score -259538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -259540.187500 Penalty: 2598.803223
	Iteration 45Q: 3 clusters Score -259540.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -259541.093750 Penalty: 2598.803223
	Iteration 46Q: 3 clusters Score -259541.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -259541.984375 Penalty: 2598.803223
	Iteration 47Q: 3 clusters Score -259542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -259547.984375 Penalty: 2598.803223
	Iteration 48Q: 3 clusters Score -259548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -259549.593750 Penalty: 2598.803223
	Iteration 49Q: 3 clusters Score -259549.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -259551.375000 Penalty: 2598.803223
	Iteration 50Q: 3 clusters Score -259551.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -259551.609375 Penalty: 2598.803223
	Iteration 51Q: 3 clusters Score -259551.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -259551.609375 Penalty: 2598.803223
	Iteration 52F: 3 clusters Score -259551.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Entering Unmasked Estep 
Score: -345345.812500 Penalty: 1339.960327
	Iteration 0F: 2 clusters Score -345345.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -342127.937500 Penalty: 2679.920654
	Iteration 0F: 3 clusters Score -342127.9 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -342930.187500 Penalty: 2679.920654
	Iteration 1F: 3 clusters Score -342930.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -343081.843750 Penalty: 2679.920654
	Iteration 2F: 3 clusters Score -343081.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -343196.500000 Penalty: 2679.920654
	Iteration 3F: 3 clusters Score -343196.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -343272.875000 Penalty: 2679.920654
	Iteration 4Q: 3 clusters Score -343272.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -343347.156250 Penalty: 2679.920654
	Iteration 5Q: 3 clusters Score -343347.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -343396.937500 Penalty: 2679.920654
	Iteration 6Q: 3 clusters Score -343396.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -343450.375000 Penalty: 2679.920654
	Iteration 7Q: 3 clusters Score -343450.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -343500.843750 Penalty: 2679.920654
	Iteration 8Q: 3 clusters Score -343500.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -343560.375000 Penalty: 2679.920654
	Iteration 9Q: 3 clusters Score -343560.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -343612.718750 Penalty: 2679.920654
	Iteration 10Q: 3 clusters Score -343612.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -343667.531250 Penalty: 2679.920654
	Iteration 11Q: 3 clusters Score -343667.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -343724.437500 Penalty: 2679.920654
	Iteration 12Q: 3 clusters Score -343724.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -343778.562500 Penalty: 2679.920654
	Iteration 13Q: 3 clusters Score -343778.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -343850.687500 Penalty: 2679.920654
	Iteration 14Q: 3 clusters Score -343850.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -343897.062500 Penalty: 2679.920654
	Iteration 15Q: 3 clusters Score -343897.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -343942.250000 Penalty: 2679.920654
	Iteration 16Q: 3 clusters Score -343942.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -344000.468750 Penalty: 2679.920654
	Iteration 17Q: 3 clusters Score -344000.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -344052.343750 Penalty: 2679.920654
	Iteration 18Q: 3 clusters Score -344052.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -344088.250000 Penalty: 2679.920654
	Iteration 19Q: 3 clusters Score -344088.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -344117.093750 Penalty: 2679.920654
	Iteration 20F: 3 clusters Score -344117.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -344152.343750 Penalty: 2679.920654
	Iteration 21Q: 3 clusters Score -344152.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -344184.062500 Penalty: 2679.920654
	Iteration 22Q: 3 clusters Score -344184.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -344205.593750 Penalty: 2679.920654
	Iteration 23Q: 3 clusters Score -344205.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -344228.187500 Penalty: 2679.920654
	Iteration 24Q: 3 clusters Score -344228.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -344240.968750 Penalty: 2679.920654
	Iteration 25Q: 3 clusters Score -344241 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -344252.750000 Penalty: 2679.920654
	Iteration 26Q: 3 clusters Score -344252.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -344265.750000 Penalty: 2679.920654
	Iteration 27Q: 3 clusters Score -344265.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -344276.875000 Penalty: 2679.920654
	Iteration 28Q: 3 clusters Score -344276.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -344285.156250 Penalty: 2679.920654
	Iteration 29Q: 3 clusters Score -344285.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -344292.125000 Penalty: 2679.920654
	Iteration 30Q: 3 clusters Score -344292.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -344302.531250 Penalty: 2679.920654
	Iteration 31Q: 3 clusters Score -344302.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -344309.125000 Penalty: 2679.920654
	Iteration 32Q: 3 clusters Score -344309.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -344314.937500 Penalty: 2679.920654
	Iteration 33Q: 3 clusters Score -344314.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -344320.437500 Penalty: 2679.920654
	Iteration 34Q: 3 clusters Score -344320.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -344323.281250 Penalty: 2679.920654
	Iteration 35Q: 3 clusters Score -344323.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -344326.781250 Penalty: 2679.920654
	Iteration 36Q: 3 clusters Score -344326.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -344329.218750 Penalty: 2679.920654
	Iteration 37Q: 3 clusters Score -344329.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -344330.375000 Penalty: 2679.920654
	Iteration 38Q: 3 clusters Score -344330.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -344332.312500 Penalty: 2679.920654
	Iteration 39Q: 3 clusters Score -344332.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -344333.093750 Penalty: 2679.920654
	Iteration 40F: 3 clusters Score -344333.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -344333.718750 Penalty: 2679.920654
	Iteration 41Q: 3 clusters Score -344333.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -344333.718750 Penalty: 2679.920654
	Iteration 42F: 3 clusters Score -344333.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Entering Unmasked Estep 
Score: -179463.609375 Penalty: 1237.325684
	Iteration 0F: 2 clusters Score -179463.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -177363.875000 Penalty: 2474.651367
	Iteration 0F: 3 clusters Score -177363.9 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -177877.640625 Penalty: 2474.651367
	Iteration 1F: 3 clusters Score -177877.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -178073.062500 Penalty: 2474.651367
	Iteration 2F: 3 clusters Score -178073.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -178226.500000 Penalty: 2474.651367
	Iteration 3F: 3 clusters Score -178226.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -178390.453125 Penalty: 2474.651367
	Iteration 4F: 3 clusters Score -178390.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -178576.687500 Penalty: 2474.651367
	Iteration 5F: 3 clusters Score -178576.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -178702.546875 Penalty: 2474.651367
	Iteration 6Q: 3 clusters Score -178702.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -178760.218750 Penalty: 2474.651367
	Iteration 7Q: 3 clusters Score -178760.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -178786.343750 Penalty: 2474.651367
	Iteration 8Q: 3 clusters Score -178786.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -178809.250000 Penalty: 2474.651367
	Iteration 9Q: 3 clusters Score -178809.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -178823.250000 Penalty: 2474.651367
	Iteration 10Q: 3 clusters Score -178823.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -178828.000000 Penalty: 2474.651367
	Iteration 11Q: 3 clusters Score -178828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -178833.687500 Penalty: 2474.651367
	Iteration 12Q: 3 clusters Score -178833.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -178834.953125 Penalty: 2474.651367
	Iteration 13Q: 3 clusters Score -178835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -178835.390625 Penalty: 2474.651367
	Iteration 14Q: 3 clusters Score -178835.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -178836.078125 Penalty: 2474.651367
	Iteration 15Q: 3 clusters Score -178836.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -178836.531250 Penalty: 2474.651367
	Iteration 16Q: 3 clusters Score -178836.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -178836.531250 Penalty: 2474.651367
	Iteration 17F: 3 clusters Score -178836.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 32417 members 
Mstep: Class 4 contains 11026 members 
Mstep: Class 5 contains 3275 members 
Mstep: Class 6 contains 116182 members 
Mstep: Class 7 contains 124703 members 
Mstep: Class 8 contains 26405 members 
Mstep: Class 9 contains 61061 members 
Mstep: Class 10 contains 15100 members 
Mstep: Class 11 contains 3772 members 
Mstep: Class 12 contains 60358 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1237 members 
Mstep: Class 15 contains 2312 members 
Mstep: Class 16 contains 39819 members 
Mstep: Class 17 contains 6433 members 
Mstep: Class 18 contains 59431 members 
Mstep: Class 19 contains 7078 members 
Mstep: Class 20 contains 13615 members 
Mstep: Class 21 contains 14354 members 
Mstep: Class 22 contains 7689 members 
Mstep: Class 23 contains 6127 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10546 members 
Mstep: Class 26 contains 16948 members 
Mstep: Class 27 contains 71028 members 
Mstep: Class 28 contains 1343 members 
Mstep: Class 29 contains 1451 members 
Mstep: Class 30 contains 894 members 
Mstep: Class 31 contains 1029 members 
Mstep: Class 32 contains 4382 members 
Mstep: Class 33 contains 8453 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 7202 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9637 members 
Mstep: Class 38 contains 1191 members 
Mstep: Class 39 contains 1958 members 
Mstep: Class 40 contains 86754 members 
Mstep: Class 41 contains 6830 members 
Mstep: Class 42 contains 1681 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2970 members 
Mstep: Class 45 contains 3812 members 
Mstep: Class 46 contains 2027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463304.000000 Penalty: 109667.085938
Iteration 199Q: 50 clusters Score -8.44633e+07 nChanged 9227
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 32011 members 
Mstep: Class 4 contains 11034 members 
Mstep: Class 5 contains 3278 members 
Mstep: Class 6 contains 116263 members 
Mstep: Class 7 contains 124701 members 
Mstep: Class 8 contains 26574 members 
Mstep: Class 9 contains 61850 members 
Mstep: Class 10 contains 15229 members 
Mstep: Class 11 contains 3770 members 
Mstep: Class 12 contains 60091 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2284 members 
Mstep: Class 16 contains 39832 members 
Mstep: Class 17 contains 6457 members 
Mstep: Class 18 contains 59441 members 
Mstep: Class 19 contains 7085 members 
Mstep: Class 20 contains 13606 members 
Mstep: Class 21 contains 14682 members 
Mstep: Class 22 contains 7692 members 
Mstep: Class 23 contains 6133 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10556 members 
Mstep: Class 26 contains 17737 members 
Mstep: Class 27 contains 70846 members 
Mstep: Class 28 contains 1348 members 
Mstep: Class 29 contains 1419 members 
Mstep: Class 30 contains 918 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 4382 members 
Mstep: Class 33 contains 8437 members 
Mstep: Class 34 contains 1278 members 
Mstep: Class 35 contains 7204 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9509 members 
Mstep: Class 38 contains 1195 members 
Mstep: Class 39 contains 1958 members 
Mstep: Class 40 contains 87530 members 
Mstep: Class 41 contains 6837 members 
Mstep: Class 42 contains 1840 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2965 members 
Mstep: Class 45 contains 3806 members 
Mstep: Class 46 contains 2028 members 
Mstep: Class 47 contains 42369 members 
Mstep: Class 48 contains 2411 members 
Mstep: Class 49 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84466816.000000 Penalty: 109667.085938
Iteration 200F: 50 clusters Score -8.446682e+07 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 52466 members 
Mstep: Class 3 contains 31580 members 
Mstep: Class 4 contains 11024 members 
Mstep: Class 5 contains 3279 members 
Mstep: Class 6 contains 116262 members 
Mstep: Class 7 contains 124699 members 
Mstep: Class 8 contains 26641 members 
Mstep: Class 9 contains 62272 members 
Mstep: Class 10 contains 15249 members 
Mstep: Class 11 contains 3733 members 
Mstep: Class 12 contains 60017 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1255 members 
Mstep: Class 15 contains 2260 members 
Mstep: Class 16 contains 39830 members 
Mstep: Class 17 contains 6455 members 
Mstep: Class 18 contains 59420 members 
Mstep: Class 19 contains 7089 members 
Mstep: Class 20 contains 13527 members 
Mstep: Class 21 contains 14517 members 
Mstep: Class 22 contains 7685 members 
Mstep: Class 23 contains 6132 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10548 members 
Mstep: Class 26 contains 17824 members 
Mstep: Class 27 contains 70627 members 
Mstep: Class 28 contains 1345 members 
Mstep: Class 29 contains 1396 members 
Mstep: Class 30 contains 936 members 
Mstep: Class 31 contains 1021 members 
Mstep: Class 32 contains 4375 members 
Mstep: Class 33 contains 8389 members 
Mstep: Class 34 contains 1277 members 
Mstep: Class 35 contains 7202 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9432 members 
Mstep: Class 38 contains 1202 members 
Mstep: Class 39 contains 1958 members 
Mstep: Class 40 contains 88083 members 
Mstep: Class 41 contains 6830 members 
Mstep: Class 42 contains 1965 members 
Mstep: Class 43 contains 1273 members 
Mstep: Class 44 contains 2949 members 
Mstep: Class 45 contains 3805 members 
Mstep: Class 46 contains 2029 members 
Mstep: Class 47 contains 42275 members 
Mstep: Class 48 contains 2461 members 
Mstep: Class 49 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468576.000000 Penalty: 109667.085938
Iteration 201Q: 50 clusters Score -8.446858e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 31164 members 
Mstep: Class 4 contains 11014 members 
Mstep: Class 5 contains 3281 members 
Mstep: Class 6 contains 116208 members 
Mstep: Class 7 contains 124677 members 
Mstep: Class 8 contains 26704 members 
Mstep: Class 9 contains 62612 members 
Mstep: Class 10 contains 15277 members 
Mstep: Class 11 contains 3709 members 
Mstep: Class 12 contains 59979 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1261 members 
Mstep: Class 15 contains 2250 members 
Mstep: Class 16 contains 39834 members 
Mstep: Class 17 contains 6444 members 
Mstep: Class 18 contains 59408 members 
Mstep: Class 19 contains 7092 members 
Mstep: Class 20 contains 13460 members 
Mstep: Class 21 contains 14416 members 
Mstep: Class 22 contains 7678 members 
Mstep: Class 23 contains 6140 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10552 members 
Mstep: Class 26 contains 17993 members 
Mstep: Class 27 contains 70549 members 
Mstep: Class 28 contains 1349 members 
Mstep: Class 29 contains 1380 members 
Mstep: Class 30 contains 946 members 
Mstep: Class 31 contains 1015 members 
Mstep: Class 32 contains 4371 members 
Mstep: Class 33 contains 8337 members 
Mstep: Class 34 contains 1278 members 
Mstep: Class 35 contains 7207 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9372 members 
Mstep: Class 38 contains 1206 members 
Mstep: Class 39 contains 1959 members 
Mstep: Class 40 contains 88526 members 
Mstep: Class 41 contains 6826 members 
Mstep: Class 42 contains 2049 members 
Mstep: Class 43 contains 1271 members 
Mstep: Class 44 contains 2939 members 
Mstep: Class 45 contains 3806 members 
Mstep: Class 46 contains 2029 members 
Mstep: Class 47 contains 42090 members 
Mstep: Class 48 contains 2480 members 
Mstep: Class 49 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469304.000000 Penalty: 109667.085938
Iteration 202Q: 50 clusters Score -8.44693e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 52468 members 
Mstep: Class 3 contains 30746 members 
Mstep: Class 4 contains 11009 members 
Mstep: Class 5 contains 3281 members 
Mstep: Class 6 contains 116142 members 
Mstep: Class 7 contains 124649 members 
Mstep: Class 8 contains 26775 members 
Mstep: Class 9 contains 62855 members 
Mstep: Class 10 contains 15300 members 
Mstep: Class 11 contains 3694 members 
Mstep: Class 12 contains 59961 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 2234 members 
Mstep: Class 16 contains 39840 members 
Mstep: Class 17 contains 6427 members 
Mstep: Class 18 contains 59392 members 
Mstep: Class 19 contains 7096 members 
Mstep: Class 20 contains 13399 members 
Mstep: Class 21 contains 14344 members 
Mstep: Class 22 contains 7676 members 
Mstep: Class 23 contains 6145 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10548 members 
Mstep: Class 26 contains 18143 members 
Mstep: Class 27 contains 70580 members 
Mstep: Class 28 contains 1349 members 
Mstep: Class 29 contains 1377 members 
Mstep: Class 30 contains 952 members 
Mstep: Class 31 contains 1011 members 
Mstep: Class 32 contains 4373 members 
Mstep: Class 33 contains 8307 members 
Mstep: Class 34 contains 1279 members 
Mstep: Class 35 contains 7213 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9342 members 
Mstep: Class 38 contains 1212 members 
Mstep: Class 39 contains 1959 members 
Mstep: Class 40 contains 88836 members 
Mstep: Class 41 contains 6824 members 
Mstep: Class 42 contains 2106 members 
Mstep: Class 43 contains 1269 members 
Mstep: Class 44 contains 2931 members 
Mstep: Class 45 contains 3808 members 
Mstep: Class 46 contains 2032 members 
Mstep: Class 47 contains 41962 members 
Mstep: Class 48 contains 2502 members 
Mstep: Class 49 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469864.000000 Penalty: 109667.085938
Iteration 203Q: 50 clusters Score -8.446986e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 52467 members 
Mstep: Class 3 contains 30337 members 
Mstep: Class 4 contains 11007 members 
Mstep: Class 5 contains 3282 members 
Mstep: Class 6 contains 116066 members 
Mstep: Class 7 contains 124624 members 
Mstep: Class 8 contains 26812 members 
Mstep: Class 9 contains 63070 members 
Mstep: Class 10 contains 15321 members 
Mstep: Class 11 contains 3673 members 
Mstep: Class 12 contains 59910 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1263 members 
Mstep: Class 15 contains 2228 members 
Mstep: Class 16 contains 39847 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 59391 members 
Mstep: Class 19 contains 7103 members 
Mstep: Class 20 contains 13377 members 
Mstep: Class 21 contains 14278 members 
Mstep: Class 22 contains 7668 members 
Mstep: Class 23 contains 6149 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10546 members 
Mstep: Class 26 contains 18274 members 
Mstep: Class 27 contains 70684 members 
Mstep: Class 28 contains 1348 members 
Mstep: Class 29 contains 1372 members 
Mstep: Class 30 contains 965 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4373 members 
Mstep: Class 33 contains 8284 members 
Mstep: Class 34 contains 1280 members 
Mstep: Class 35 contains 7220 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9305 members 
Mstep: Class 38 contains 1217 members 
Mstep: Class 39 contains 1959 members 
Mstep: Class 40 contains 89096 members 
Mstep: Class 41 contains 6822 members 
Mstep: Class 42 contains 2155 members 
Mstep: Class 43 contains 1269 members 
Mstep: Class 44 contains 2923 members 
Mstep: Class 45 contains 3805 members 
Mstep: Class 46 contains 2035 members 
Mstep: Class 47 contains 41865 members 
Mstep: Class 48 contains 2515 members 
Mstep: Class 49 contains 605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84470096.000000 Penalty: 109667.085938
Iteration 204Q: 50 clusters Score -8.44701e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 52467 members 
Mstep: Class 3 contains 29951 members 
Mstep: Class 4 contains 10997 members 
Mstep: Class 5 contains 3284 members 
Mstep: Class 6 contains 116028 members 
Mstep: Class 7 contains 124592 members 
Mstep: Class 8 contains 26859 members 
Mstep: Class 9 contains 63226 members 
Mstep: Class 10 contains 15325 members 
Mstep: Class 11 contains 3656 members 
Mstep: Class 12 contains 59855 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1263 members 
Mstep: Class 15 contains 2219 members 
Mstep: Class 16 contains 39864 members 
Mstep: Class 17 contains 6416 members 
Mstep: Class 18 contains 59382 members 
Mstep: Class 19 contains 7109 members 
Mstep: Class 20 contains 13346 members 
Mstep: Class 21 contains 14234 members 
Mstep: Class 22 contains 7671 members 
Mstep: Class 23 contains 6154 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10546 members 
Mstep: Class 26 contains 18390 members 
Mstep: Class 27 contains 70855 members 
Mstep: Class 28 contains 1348 members 
Mstep: Class 29 contains 1363 members 
Mstep: Class 30 contains 985 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 4371 members 
Mstep: Class 33 contains 8264 members 
Mstep: Class 34 contains 1277 members 
Mstep: Class 35 contains 7229 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9272 members 
Mstep: Class 38 contains 1218 members 
Mstep: Class 39 contains 1959 members 
Mstep: Class 40 contains 89286 members 
Mstep: Class 41 contains 6820 members 
Mstep: Class 42 contains 2200 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2919 members 
Mstep: Class 45 contains 3803 members 
Mstep: Class 46 contains 2037 members 
Mstep: Class 47 contains 41780 members 
Mstep: Class 48 contains 2521 members 
Mstep: Class 49 contains 606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84470504.000000 Penalty: 109667.085938
Iteration 205Q: 50 clusters Score -8.44705e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 29594 members 
Mstep: Class 4 contains 10988 members 
Mstep: Class 5 contains 3284 members 
Mstep: Class 6 contains 115975 members 
Mstep: Class 7 contains 124562 members 
Mstep: Class 8 contains 26908 members 
Mstep: Class 9 contains 63353 members 
Mstep: Class 10 contains 15330 members 
Mstep: Class 11 contains 3637 members 
Mstep: Class 12 contains 59840 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 2216 members 
Mstep: Class 16 contains 39878 members 
Mstep: Class 17 contains 6408 members 
Mstep: Class 18 contains 59379 members 
Mstep: Class 19 contains 7114 members 
Mstep: Class 20 contains 13317 members 
Mstep: Class 21 contains 14184 members 
Mstep: Class 22 contains 7665 members 
Mstep: Class 23 contains 6159 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10541 members 
Mstep: Class 26 contains 18482 members 
Mstep: Class 27 contains 71032 members 
Mstep: Class 28 contains 1348 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 995 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 4371 members 
Mstep: Class 33 contains 8249 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 7247 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9247 members 
Mstep: Class 38 contains 1220 members 
Mstep: Class 39 contains 1959 members 
Mstep: Class 40 contains 89462 members 
Mstep: Class 41 contains 6820 members 
Mstep: Class 42 contains 2227 members 
Mstep: Class 43 contains 1271 members 
Mstep: Class 44 contains 2919 members 
Mstep: Class 45 contains 3801 members 
Mstep: Class 46 contains 2040 members 
Mstep: Class 47 contains 41695 members 
Mstep: Class 48 contains 2527 members 
Mstep: Class 49 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84470456.000000 Penalty: 109667.085938
Iteration 206Q: 50 clusters Score -8.447046e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 52471 members 
Mstep: Class 3 contains 29281 members 
Mstep: Class 4 contains 10983 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115943 members 
Mstep: Class 7 contains 124542 members 
Mstep: Class 8 contains 26960 members 
Mstep: Class 9 contains 63446 members 
Mstep: Class 10 contains 15332 members 
Mstep: Class 11 contains 3620 members 
Mstep: Class 12 contains 59814 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1270 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 39886 members 
Mstep: Class 17 contains 6403 members 
Mstep: Class 18 contains 59376 members 
Mstep: Class 19 contains 7116 members 
Mstep: Class 20 contains 13296 members 
Mstep: Class 21 contains 14130 members 
Mstep: Class 22 contains 7661 members 
Mstep: Class 23 contains 6160 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10538 members 
Mstep: Class 26 contains 18571 members 
Mstep: Class 27 contains 71230 members 
Mstep: Class 28 contains 1349 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 1001 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 4369 members 
Mstep: Class 33 contains 8240 members 
Mstep: Class 34 contains 1275 members 
Mstep: Class 35 contains 7258 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9220 members 
Mstep: Class 38 contains 1222 members 
Mstep: Class 39 contains 1959 members 
Mstep: Class 40 contains 89591 members 
Mstep: Class 41 contains 6817 members 
Mstep: Class 42 contains 2259 members 
Mstep: Class 43 contains 1269 members 
Mstep: Class 44 contains 2915 members 
Mstep: Class 45 contains 3801 members 
Mstep: Class 46 contains 2042 members 
Mstep: Class 47 contains 41623 members 
Mstep: Class 48 contains 2533 members 
Mstep: Class 49 contains 608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84470736.000000 Penalty: 109667.085938
Iteration 207Q: 50 clusters Score -8.447074e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 52472 members 
Mstep: Class 3 contains 29046 members 
Mstep: Class 4 contains 10983 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115899 members 
Mstep: Class 7 contains 124519 members 
Mstep: Class 8 contains 26990 members 
Mstep: Class 9 contains 63516 members 
Mstep: Class 10 contains 15337 members 
Mstep: Class 11 contains 3608 members 
Mstep: Class 12 contains 59782 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1273 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 39897 members 
Mstep: Class 17 contains 6401 members 
Mstep: Class 18 contains 59380 members 
Mstep: Class 19 contains 7123 members 
Mstep: Class 20 contains 13288 members 
Mstep: Class 21 contains 14090 members 
Mstep: Class 22 contains 7660 members 
Mstep: Class 23 contains 6160 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10535 members 
Mstep: Class 26 contains 18627 members 
Mstep: Class 27 contains 71424 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 1341 members 
Mstep: Class 30 contains 1005 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 4366 members 
Mstep: Class 33 contains 8242 members 
Mstep: Class 34 contains 1269 members 
Mstep: Class 35 contains 7263 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9201 members 
Mstep: Class 38 contains 1223 members 
Mstep: Class 39 contains 1959 members 
Mstep: Class 40 contains 89670 members 
Mstep: Class 41 contains 6816 members 
Mstep: Class 42 contains 2277 members 
Mstep: Class 43 contains 1269 members 
Mstep: Class 44 contains 2913 members 
Mstep: Class 45 contains 3804 members 
Mstep: Class 46 contains 2044 members 
Mstep: Class 47 contains 41576 members 
Mstep: Class 48 contains 2541 members 
Mstep: Class 49 contains 608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84470696.000000 Penalty: 109667.085938
Iteration 208Q: 50 clusters Score -8.44707e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 52474 members 
Mstep: Class 3 contains 28869 members 
Mstep: Class 4 contains 10981 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115850 members 
Mstep: Class 7 contains 124493 members 
Mstep: Class 8 contains 27008 members 
Mstep: Class 9 contains 63562 members 
Mstep: Class 10 contains 15343 members 
Mstep: Class 11 contains 3599 members 
Mstep: Class 12 contains 59762 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1274 members 
Mstep: Class 15 contains 2191 members 
Mstep: Class 16 contains 39909 members 
Mstep: Class 17 contains 6396 members 
Mstep: Class 18 contains 59382 members 
Mstep: Class 19 contains 7121 members 
Mstep: Class 20 contains 13283 members 
Mstep: Class 21 contains 14051 members 
Mstep: Class 22 contains 7658 members 
Mstep: Class 23 contains 6163 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10532 members 
Mstep: Class 26 contains 18672 members 
Mstep: Class 27 contains 71607 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 1332 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 4367 members 
Mstep: Class 33 contains 8232 members 
Mstep: Class 34 contains 1268 members 
Mstep: Class 35 contains 7274 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9177 members 
Mstep: Class 38 contains 1224 members 
Mstep: Class 39 contains 1960 members 
Mstep: Class 40 contains 89740 members 
Mstep: Class 41 contains 6814 members 
Mstep: Class 42 contains 2292 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2913 members 
Mstep: Class 45 contains 3805 members 
Mstep: Class 46 contains 2048 members 
Mstep: Class 47 contains 41540 members 
Mstep: Class 48 contains 2549 members 
Mstep: Class 49 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84470784.000000 Penalty: 109667.085938
Iteration 209Q: 50 clusters Score -8.447078e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 52474 members 
Mstep: Class 3 contains 28689 members 
Mstep: Class 4 contains 10976 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115813 members 
Mstep: Class 7 contains 124472 members 
Mstep: Class 8 contains 27019 members 
Mstep: Class 9 contains 63598 members 
Mstep: Class 10 contains 15344 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 59751 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1280 members 
Mstep: Class 15 contains 2182 members 
Mstep: Class 16 contains 39913 members 
Mstep: Class 17 contains 6389 members 
Mstep: Class 18 contains 59382 members 
Mstep: Class 19 contains 7125 members 
Mstep: Class 20 contains 13259 members 
Mstep: Class 21 contains 14031 members 
Mstep: Class 22 contains 7657 members 
Mstep: Class 23 contains 6165 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10528 members 
Mstep: Class 26 contains 18715 members 
Mstep: Class 27 contains 71794 members 
Mstep: Class 28 contains 1348 members 
Mstep: Class 29 contains 1328 members 
Mstep: Class 30 contains 1005 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 4370 members 
Mstep: Class 33 contains 8219 members 
Mstep: Class 34 contains 1268 members 
Mstep: Class 35 contains 7290 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9160 members 
Mstep: Class 38 contains 1224 members 
Mstep: Class 39 contains 1961 members 
Mstep: Class 40 contains 89795 members 
Mstep: Class 41 contains 6815 members 
Mstep: Class 42 contains 2307 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2907 members 
Mstep: Class 45 contains 3805 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 41508 members 
Mstep: Class 48 contains 2558 members 
Mstep: Class 49 contains 608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84470808.000000 Penalty: 109667.085938
Iteration 210Q: 50 clusters Score -8.447081e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 52477 members 
Mstep: Class 3 contains 28513 members 
Mstep: Class 4 contains 10969 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115790 members 
Mstep: Class 7 contains 124460 members 
Mstep: Class 8 contains 27040 members 
Mstep: Class 9 contains 63630 members 
Mstep: Class 10 contains 15349 members 
Mstep: Class 11 contains 3582 members 
Mstep: Class 12 contains 59742 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1286 members 
Mstep: Class 15 contains 2175 members 
Mstep: Class 16 contains 39919 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 18 contains 59382 members 
Mstep: Class 19 contains 7131 members 
Mstep: Class 20 contains 13229 members 
Mstep: Class 21 contains 14011 members 
Mstep: Class 22 contains 7657 members 
Mstep: Class 23 contains 6167 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10524 members 
Mstep: Class 26 contains 18761 members 
Mstep: Class 27 contains 71948 members 
Mstep: Class 28 contains 1348 members 
Mstep: Class 29 contains 1327 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 4368 members 
Mstep: Class 33 contains 8212 members 
Mstep: Class 34 contains 1264 members 
Mstep: Class 35 contains 7308 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9149 members 
Mstep: Class 38 contains 1225 members 
Mstep: Class 39 contains 1963 members 
Mstep: Class 40 contains 89831 members 
Mstep: Class 41 contains 6813 members 
Mstep: Class 42 contains 2316 members 
Mstep: Class 43 contains 1269 members 
Mstep: Class 44 contains 2905 members 
Mstep: Class 45 contains 3806 members 
Mstep: Class 46 contains 2062 members 
Mstep: Class 47 contains 41479 members 
Mstep: Class 48 contains 2563 members 
Mstep: Class 49 contains 608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84470824.000000 Penalty: 109667.085938
Iteration 211Q: 50 clusters Score -8.447082e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 52478 members 
Mstep: Class 3 contains 28355 members 
Mstep: Class 4 contains 10967 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115750 members 
Mstep: Class 7 contains 124454 members 
Mstep: Class 8 contains 27066 members 
Mstep: Class 9 contains 63649 members 
Mstep: Class 10 contains 15349 members 
Mstep: Class 11 contains 3575 members 
Mstep: Class 12 contains 59737 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1291 members 
Mstep: Class 15 contains 2167 members 
Mstep: Class 16 contains 39931 members 
Mstep: Class 17 contains 6373 members 
Mstep: Class 18 contains 59379 members 
Mstep: Class 19 contains 7132 members 
Mstep: Class 20 contains 13209 members 
Mstep: Class 21 contains 13994 members 
Mstep: Class 22 contains 7655 members 
Mstep: Class 23 contains 6167 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10525 members 
Mstep: Class 26 contains 18799 members 
Mstep: Class 27 contains 72091 members 
Mstep: Class 28 contains 1346 members 
Mstep: Class 29 contains 1330 members 
Mstep: Class 30 contains 1009 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 4365 members 
Mstep: Class 33 contains 8215 members 
Mstep: Class 34 contains 1263 members 
Mstep: Class 35 contains 7315 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9144 members 
Mstep: Class 38 contains 1225 members 
Mstep: Class 39 contains 1964 members 
Mstep: Class 40 contains 89862 members 
Mstep: Class 41 contains 6816 members 
Mstep: Class 42 contains 2319 members 
Mstep: Class 43 contains 1269 members 
Mstep: Class 44 contains 2902 members 
Mstep: Class 45 contains 3805 members 
Mstep: Class 46 contains 2069 members 
Mstep: Class 47 contains 41458 members 
Mstep: Class 48 contains 2568 members 
Mstep: Class 49 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84470848.000000 Penalty: 109667.085938
Iteration 212Q: 50 clusters Score -8.447085e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 52480 members 
Mstep: Class 3 contains 28214 members 
Mstep: Class 4 contains 10965 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115714 members 
Mstep: Class 7 contains 124448 members 
Mstep: Class 8 contains 27079 members 
Mstep: Class 9 contains 63663 members 
Mstep: Class 10 contains 15346 members 
Mstep: Class 11 contains 3562 members 
Mstep: Class 12 contains 59736 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 2155 members 
Mstep: Class 16 contains 39945 members 
Mstep: Class 17 contains 6361 members 
Mstep: Class 18 contains 59379 members 
Mstep: Class 19 contains 7136 members 
Mstep: Class 20 contains 13209 members 
Mstep: Class 21 contains 13973 members 
Mstep: Class 22 contains 7655 members 
Mstep: Class 23 contains 6167 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10524 members 
Mstep: Class 26 contains 18829 members 
Mstep: Class 27 contains 72219 members 
Mstep: Class 28 contains 1346 members 
Mstep: Class 29 contains 1330 members 
Mstep: Class 30 contains 1008 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 4365 members 
Mstep: Class 33 contains 8219 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7330 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9129 members 
Mstep: Class 38 contains 1225 members 
Mstep: Class 39 contains 1966 members 
Mstep: Class 40 contains 89887 members 
Mstep: Class 41 contains 6816 members 
Mstep: Class 42 contains 2328 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2899 members 
Mstep: Class 45 contains 3812 members 
Mstep: Class 46 contains 2075 members 
Mstep: Class 47 contains 41449 members 
Mstep: Class 48 contains 2573 members 
Mstep: Class 49 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84470880.000000 Penalty: 109667.085938
Iteration 213Q: 50 clusters Score -8.447088e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 52480 members 
Mstep: Class 3 contains 28112 members 
Mstep: Class 4 contains 10965 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115671 members 
Mstep: Class 7 contains 124440 members 
Mstep: Class 8 contains 27099 members 
Mstep: Class 9 contains 63677 members 
Mstep: Class 10 contains 15342 members 
Mstep: Class 11 contains 3557 members 
Mstep: Class 12 contains 59738 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 2147 members 
Mstep: Class 16 contains 39950 members 
Mstep: Class 17 contains 6358 members 
Mstep: Class 18 contains 59379 members 
Mstep: Class 19 contains 7138 members 
Mstep: Class 20 contains 13202 members 
Mstep: Class 21 contains 13960 members 
Mstep: Class 22 contains 7656 members 
Mstep: Class 23 contains 6167 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10520 members 
Mstep: Class 26 contains 18849 members 
Mstep: Class 27 contains 72334 members 
Mstep: Class 28 contains 1344 members 
Mstep: Class 29 contains 1330 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 4363 members 
Mstep: Class 33 contains 8216 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7346 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9122 members 
Mstep: Class 38 contains 1228 members 
Mstep: Class 39 contains 1966 members 
Mstep: Class 40 contains 89905 members 
Mstep: Class 41 contains 6816 members 
Mstep: Class 42 contains 2336 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2897 members 
Mstep: Class 45 contains 3814 members 
Mstep: Class 46 contains 2078 members 
Mstep: Class 47 contains 41433 members 
Mstep: Class 48 contains 2575 members 
Mstep: Class 49 contains 610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84470968.000000 Penalty: 109667.085938
Iteration 214Q: 50 clusters Score -8.447097e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 52480 members 
Mstep: Class 3 contains 28029 members 
Mstep: Class 4 contains 10963 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115639 members 
Mstep: Class 7 contains 124434 members 
Mstep: Class 8 contains 27111 members 
Mstep: Class 9 contains 63686 members 
Mstep: Class 10 contains 15344 members 
Mstep: Class 11 contains 3557 members 
Mstep: Class 12 contains 59741 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 2133 members 
Mstep: Class 16 contains 39955 members 
Mstep: Class 17 contains 6359 members 
Mstep: Class 18 contains 59377 members 
Mstep: Class 19 contains 7141 members 
Mstep: Class 20 contains 13189 members 
Mstep: Class 21 contains 13949 members 
Mstep: Class 22 contains 7659 members 
Mstep: Class 23 contains 6166 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10513 members 
Mstep: Class 26 contains 18858 members 
Mstep: Class 27 contains 72422 members 
Mstep: Class 28 contains 1341 members 
Mstep: Class 29 contains 1336 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 4364 members 
Mstep: Class 33 contains 8215 members 
Mstep: Class 34 contains 1259 members 
Mstep: Class 35 contains 7360 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9117 members 
Mstep: Class 38 contains 1228 members 
Mstep: Class 39 contains 1966 members 
Mstep: Class 40 contains 89926 members 
Mstep: Class 41 contains 6817 members 
Mstep: Class 42 contains 2352 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2896 members 
Mstep: Class 45 contains 3816 members 
Mstep: Class 46 contains 2080 members 
Mstep: Class 47 contains 41417 members 
Mstep: Class 48 contains 2575 members 
Mstep: Class 49 contains 610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471208.000000 Penalty: 109667.085938
Iteration 215Q: 50 clusters Score -8.447121e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 52480 members 
Mstep: Class 3 contains 27954 members 
Mstep: Class 4 contains 10961 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115601 members 
Mstep: Class 7 contains 124423 members 
Mstep: Class 8 contains 27118 members 
Mstep: Class 9 contains 63695 members 
Mstep: Class 10 contains 15340 members 
Mstep: Class 11 contains 3554 members 
Mstep: Class 12 contains 59739 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 2128 members 
Mstep: Class 16 contains 39970 members 
Mstep: Class 17 contains 6358 members 
Mstep: Class 18 contains 59381 members 
Mstep: Class 19 contains 7145 members 
Mstep: Class 20 contains 13187 members 
Mstep: Class 21 contains 13936 members 
Mstep: Class 22 contains 7657 members 
Mstep: Class 23 contains 6166 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10510 members 
Mstep: Class 26 contains 18866 members 
Mstep: Class 27 contains 72507 members 
Mstep: Class 28 contains 1340 members 
Mstep: Class 29 contains 1339 members 
Mstep: Class 30 contains 1005 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 4364 members 
Mstep: Class 33 contains 8219 members 
Mstep: Class 34 contains 1258 members 
Mstep: Class 35 contains 7369 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9114 members 
Mstep: Class 38 contains 1228 members 
Mstep: Class 39 contains 1966 members 
Mstep: Class 40 contains 89950 members 
Mstep: Class 41 contains 6817 members 
Mstep: Class 42 contains 2361 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2897 members 
Mstep: Class 45 contains 3815 members 
Mstep: Class 46 contains 2081 members 
Mstep: Class 47 contains 41400 members 
Mstep: Class 48 contains 2577 members 
Mstep: Class 49 contains 610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471320.000000 Penalty: 109667.085938
Iteration 216Q: 50 clusters Score -8.447132e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 52480 members 
Mstep: Class 3 contains 27885 members 
Mstep: Class 4 contains 10960 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115573 members 
Mstep: Class 7 contains 124412 members 
Mstep: Class 8 contains 27127 members 
Mstep: Class 9 contains 63703 members 
Mstep: Class 10 contains 15334 members 
Mstep: Class 11 contains 3552 members 
Mstep: Class 12 contains 59743 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 2126 members 
Mstep: Class 16 contains 39978 members 
Mstep: Class 17 contains 6357 members 
Mstep: Class 18 contains 59385 members 
Mstep: Class 19 contains 7153 members 
Mstep: Class 20 contains 13181 members 
Mstep: Class 21 contains 13931 members 
Mstep: Class 22 contains 7656 members 
Mstep: Class 23 contains 6166 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10508 members 
Mstep: Class 26 contains 18882 members 
Mstep: Class 27 contains 72575 members 
Mstep: Class 28 contains 1341 members 
Mstep: Class 29 contains 1340 members 
Mstep: Class 30 contains 1005 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 4362 members 
Mstep: Class 33 contains 8220 members 
Mstep: Class 34 contains 1258 members 
Mstep: Class 35 contains 7383 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9108 members 
Mstep: Class 38 contains 1228 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 89959 members 
Mstep: Class 41 contains 6817 members 
Mstep: Class 42 contains 2366 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2895 members 
Mstep: Class 45 contains 3815 members 
Mstep: Class 46 contains 2082 members 
Mstep: Class 47 contains 41382 members 
Mstep: Class 48 contains 2582 members 
Mstep: Class 49 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471024.000000 Penalty: 109667.085938
Iteration 217Q: 50 clusters Score -8.447102e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 52482 members 
Mstep: Class 3 contains 27823 members 
Mstep: Class 4 contains 10959 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115548 members 
Mstep: Class 7 contains 124402 members 
Mstep: Class 8 contains 27131 members 
Mstep: Class 9 contains 63703 members 
Mstep: Class 10 contains 15329 members 
Mstep: Class 11 contains 3550 members 
Mstep: Class 12 contains 59736 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 2127 members 
Mstep: Class 16 contains 39991 members 
Mstep: Class 17 contains 6358 members 
Mstep: Class 18 contains 59391 members 
Mstep: Class 19 contains 7155 members 
Mstep: Class 20 contains 13175 members 
Mstep: Class 21 contains 13927 members 
Mstep: Class 22 contains 7655 members 
Mstep: Class 23 contains 6165 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10508 members 
Mstep: Class 26 contains 18896 members 
Mstep: Class 27 contains 72646 members 
Mstep: Class 28 contains 1341 members 
Mstep: Class 29 contains 1341 members 
Mstep: Class 30 contains 1003 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 4361 members 
Mstep: Class 33 contains 8223 members 
Mstep: Class 34 contains 1258 members 
Mstep: Class 35 contains 7401 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9100 members 
Mstep: Class 38 contains 1228 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 89966 members 
Mstep: Class 41 contains 6816 members 
Mstep: Class 42 contains 2371 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2895 members 
Mstep: Class 45 contains 3814 members 
Mstep: Class 46 contains 2083 members 
Mstep: Class 47 contains 41366 members 
Mstep: Class 48 contains 2586 members 
Mstep: Class 49 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471264.000000 Penalty: 109667.085938
Iteration 218Q: 50 clusters Score -8.447126e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 52483 members 
Mstep: Class 3 contains 27792 members 
Mstep: Class 4 contains 10957 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115521 members 
Mstep: Class 7 contains 124388 members 
Mstep: Class 8 contains 27139 members 
Mstep: Class 9 contains 63697 members 
Mstep: Class 10 contains 15323 members 
Mstep: Class 11 contains 3548 members 
Mstep: Class 12 contains 59739 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 2127 members 
Mstep: Class 16 contains 39997 members 
Mstep: Class 17 contains 6359 members 
Mstep: Class 18 contains 59395 members 
Mstep: Class 19 contains 7158 members 
Mstep: Class 20 contains 13170 members 
Mstep: Class 21 contains 13921 members 
Mstep: Class 22 contains 7655 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10505 members 
Mstep: Class 26 contains 18908 members 
Mstep: Class 27 contains 72702 members 
Mstep: Class 28 contains 1342 members 
Mstep: Class 29 contains 1342 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 4362 members 
Mstep: Class 33 contains 8224 members 
Mstep: Class 34 contains 1258 members 
Mstep: Class 35 contains 7421 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9091 members 
Mstep: Class 38 contains 1228 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 89966 members 
Mstep: Class 41 contains 6818 members 
Mstep: Class 42 contains 2377 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2895 members 
Mstep: Class 45 contains 3814 members 
Mstep: Class 46 contains 2083 members 
Mstep: Class 47 contains 41352 members 
Mstep: Class 48 contains 2588 members 
Mstep: Class 49 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471352.000000 Penalty: 109667.085938
Iteration 219Q: 50 clusters Score -8.447135e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 52483 members 
Mstep: Class 3 contains 27777 members 
Mstep: Class 4 contains 10957 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 115490 members 
Mstep: Class 7 contains 124370 members 
Mstep: Class 8 contains 27147 members 
Mstep: Class 9 contains 63690 members 
Mstep: Class 10 contains 15321 members 
Mstep: Class 11 contains 3546 members 
Mstep: Class 12 contains 59742 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 2126 members 
Mstep: Class 16 contains 40000 members 
Mstep: Class 17 contains 6360 members 
Mstep: Class 18 contains 59396 members 
Mstep: Class 19 contains 7158 members 
Mstep: Class 20 contains 13166 members 
Mstep: Class 21 contains 13916 members 
Mstep: Class 22 contains 7655 members 
Mstep: Class 23 contains 6163 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10502 members 
Mstep: Class 26 contains 18909 members 
Mstep: Class 27 contains 72755 members 
Mstep: Class 28 contains 1341 members 
Mstep: Class 29 contains 1342 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 4363 members 
Mstep: Class 33 contains 8225 members 
Mstep: Class 34 contains 1258 members 
Mstep: Class 35 contains 7436 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9083 members 
Mstep: Class 38 contains 1228 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 89983 members 
Mstep: Class 41 contains 6818 members 
Mstep: Class 42 contains 2381 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2895 members 
Mstep: Class 45 contains 3814 members 
Mstep: Class 46 contains 2083 members 
Mstep: Class 47 contains 41344 members 
Mstep: Class 48 contains 2589 members 
Mstep: Class 49 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471272.000000 Penalty: 109667.085938
Iteration 220F: 50 clusters Score -8.447127e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 52482 members 
Mstep: Class 3 contains 27747 members 
Mstep: Class 4 contains 10957 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 115469 members 
Mstep: Class 7 contains 124359 members 
Mstep: Class 8 contains 27149 members 
Mstep: Class 9 contains 63687 members 
Mstep: Class 10 contains 15320 members 
Mstep: Class 11 contains 3543 members 
Mstep: Class 12 contains 59734 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 2123 members 
Mstep: Class 16 contains 40000 members 
Mstep: Class 17 contains 6361 members 
Mstep: Class 18 contains 59401 members 
Mstep: Class 19 contains 7162 members 
Mstep: Class 20 contains 13165 members 
Mstep: Class 21 contains 13914 members 
Mstep: Class 22 contains 7655 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10500 members 
Mstep: Class 26 contains 18915 members 
Mstep: Class 27 contains 72808 members 
Mstep: Class 28 contains 1341 members 
Mstep: Class 29 contains 1339 members 
Mstep: Class 30 contains 1007 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 4362 members 
Mstep: Class 33 contains 8228 members 
Mstep: Class 34 contains 1258 members 
Mstep: Class 35 contains 7454 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9083 members 
Mstep: Class 38 contains 1228 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 89983 members 
Mstep: Class 41 contains 6819 members 
Mstep: Class 42 contains 2385 members 
Mstep: Class 43 contains 1267 members 
Mstep: Class 44 contains 2895 members 
Mstep: Class 45 contains 3813 members 
Mstep: Class 46 contains 2083 members 
Mstep: Class 47 contains 41330 members 
Mstep: Class 48 contains 2591 members 
Mstep: Class 49 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471232.000000 Penalty: 109667.085938
Iteration 221Q: 50 clusters Score -8.447123e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 52482 members 
Mstep: Class 3 contains 27699 members 
Mstep: Class 4 contains 10957 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 115450 members 
Mstep: Class 7 contains 124353 members 
Mstep: Class 8 contains 27154 members 
Mstep: Class 9 contains 63686 members 
Mstep: Class 10 contains 15319 members 
Mstep: Class 11 contains 3542 members 
Mstep: Class 12 contains 59733 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 2121 members 
Mstep: Class 16 contains 39999 members 
Mstep: Class 17 contains 6360 members 
Mstep: Class 18 contains 59404 members 
Mstep: Class 19 contains 7170 members 
Mstep: Class 20 contains 13163 members 
Mstep: Class 21 contains 13911 members 
Mstep: Class 22 contains 7656 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10499 members 
Mstep: Class 26 contains 18925 members 
Mstep: Class 27 contains 72860 members 
Mstep: Class 28 contains 1336 members 
Mstep: Class 29 contains 1339 members 
Mstep: Class 30 contains 1010 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 4360 members 
Mstep: Class 33 contains 8225 members 
Mstep: Class 34 contains 1258 members 
Mstep: Class 35 contains 7470 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9082 members 
Mstep: Class 38 contains 1228 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 89991 members 
Mstep: Class 41 contains 6820 members 
Mstep: Class 42 contains 2387 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2895 members 
Mstep: Class 45 contains 3813 members 
Mstep: Class 46 contains 2083 members 
Mstep: Class 47 contains 41318 members 
Mstep: Class 48 contains 2591 members 
Mstep: Class 49 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471264.000000 Penalty: 109667.085938
Iteration 222Q: 50 clusters Score -8.447126e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 52482 members 
Mstep: Class 3 contains 27657 members 
Mstep: Class 4 contains 10956 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 115442 members 
Mstep: Class 7 contains 124350 members 
Mstep: Class 8 contains 27161 members 
Mstep: Class 9 contains 63686 members 
Mstep: Class 10 contains 15315 members 
Mstep: Class 11 contains 3540 members 
Mstep: Class 12 contains 59733 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 2118 members 
Mstep: Class 16 contains 39999 members 
Mstep: Class 17 contains 6359 members 
Mstep: Class 18 contains 59404 members 
Mstep: Class 19 contains 7177 members 
Mstep: Class 20 contains 13161 members 
Mstep: Class 21 contains 13910 members 
Mstep: Class 22 contains 7659 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10496 members 
Mstep: Class 26 contains 18932 members 
Mstep: Class 27 contains 72903 members 
Mstep: Class 28 contains 1334 members 
Mstep: Class 29 contains 1339 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 8218 members 
Mstep: Class 34 contains 1258 members 
Mstep: Class 35 contains 7485 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9078 members 
Mstep: Class 38 contains 1228 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 89998 members 
Mstep: Class 41 contains 6820 members 
Mstep: Class 42 contains 2389 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2895 members 
Mstep: Class 45 contains 3814 members 
Mstep: Class 46 contains 2083 members 
Mstep: Class 47 contains 41308 members 
Mstep: Class 48 contains 2592 members 
Mstep: Class 49 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471200.000000 Penalty: 109667.085938
Iteration 223Q: 50 clusters Score -8.44712e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 52482 members 
Mstep: Class 3 contains 27624 members 
Mstep: Class 4 contains 10956 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 115432 members 
Mstep: Class 7 contains 124346 members 
Mstep: Class 8 contains 27165 members 
Mstep: Class 9 contains 63686 members 
Mstep: Class 10 contains 15314 members 
Mstep: Class 11 contains 3540 members 
Mstep: Class 12 contains 59733 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 2115 members 
Mstep: Class 16 contains 39995 members 
Mstep: Class 17 contains 6358 members 
Mstep: Class 18 contains 59405 members 
Mstep: Class 19 contains 7184 members 
Mstep: Class 20 contains 13159 members 
Mstep: Class 21 contains 13909 members 
Mstep: Class 22 contains 7660 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10496 members 
Mstep: Class 26 contains 18940 members 
Mstep: Class 27 contains 72942 members 
Mstep: Class 28 contains 1332 members 
Mstep: Class 29 contains 1339 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 4358 members 
Mstep: Class 33 contains 8215 members 
Mstep: Class 34 contains 1258 members 
Mstep: Class 35 contains 7488 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9074 members 
Mstep: Class 38 contains 1228 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 90002 members 
Mstep: Class 41 contains 6821 members 
Mstep: Class 42 contains 2394 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2895 members 
Mstep: Class 45 contains 3814 members 
Mstep: Class 46 contains 2083 members 
Mstep: Class 47 contains 41302 members 
Mstep: Class 48 contains 2592 members 
Mstep: Class 49 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471152.000000 Penalty: 109667.085938
Iteration 224Q: 50 clusters Score -8.447115e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 52482 members 
Mstep: Class 3 contains 27596 members 
Mstep: Class 4 contains 10956 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 115425 members 
Mstep: Class 7 contains 124339 members 
Mstep: Class 8 contains 27167 members 
Mstep: Class 9 contains 63678 members 
Mstep: Class 10 contains 15312 members 
Mstep: Class 11 contains 3540 members 
Mstep: Class 12 contains 59730 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 2113 members 
Mstep: Class 16 contains 39995 members 
Mstep: Class 17 contains 6360 members 
Mstep: Class 18 contains 59406 members 
Mstep: Class 19 contains 7188 members 
Mstep: Class 20 contains 13157 members 
Mstep: Class 21 contains 13909 members 
Mstep: Class 22 contains 7661 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10496 members 
Mstep: Class 26 contains 18946 members 
Mstep: Class 27 contains 72970 members 
Mstep: Class 28 contains 1334 members 
Mstep: Class 29 contains 1339 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 4358 members 
Mstep: Class 33 contains 8213 members 
Mstep: Class 34 contains 1256 members 
Mstep: Class 35 contains 7493 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9072 members 
Mstep: Class 38 contains 1228 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 90017 members 
Mstep: Class 41 contains 6822 members 
Mstep: Class 42 contains 2395 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2895 members 
Mstep: Class 45 contains 3815 members 
Mstep: Class 46 contains 2083 members 
Mstep: Class 47 contains 41298 members 
Mstep: Class 48 contains 2592 members 
Mstep: Class 49 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471072.000000 Penalty: 109667.085938
Iteration 225Q: 50 clusters Score -8.447107e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 52482 members 
Mstep: Class 3 contains 27584 members 
Mstep: Class 4 contains 10956 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 115418 members 
Mstep: Class 7 contains 124332 members 
Mstep: Class 8 contains 27170 members 
Mstep: Class 9 contains 63669 members 
Mstep: Class 10 contains 15312 members 
Mstep: Class 11 contains 3539 members 
Mstep: Class 12 contains 59730 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 2111 members 
Mstep: Class 16 contains 39993 members 
Mstep: Class 17 contains 6360 members 
Mstep: Class 18 contains 59407 members 
Mstep: Class 19 contains 7191 members 
Mstep: Class 20 contains 13154 members 
Mstep: Class 21 contains 13909 members 
Mstep: Class 22 contains 7661 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10494 members 
Mstep: Class 26 contains 18950 members 
Mstep: Class 27 contains 72995 members 
Mstep: Class 28 contains 1334 members 
Mstep: Class 29 contains 1339 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 8209 members 
Mstep: Class 34 contains 1256 members 
Mstep: Class 35 contains 7497 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9072 members 
Mstep: Class 38 contains 1228 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 90027 members 
Mstep: Class 41 contains 6821 members 
Mstep: Class 42 contains 2396 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2895 members 
Mstep: Class 45 contains 3817 members 
Mstep: Class 46 contains 2083 members 
Mstep: Class 47 contains 41296 members 
Mstep: Class 48 contains 2592 members 
Mstep: Class 49 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471192.000000 Penalty: 109667.085938
Iteration 226Q: 50 clusters Score -8.447119e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 52482 members 
Mstep: Class 3 contains 27576 members 
Mstep: Class 4 contains 10956 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 115411 members 
Mstep: Class 7 contains 124323 members 
Mstep: Class 8 contains 27172 members 
Mstep: Class 9 contains 63668 members 
Mstep: Class 10 contains 15311 members 
Mstep: Class 11 contains 3538 members 
Mstep: Class 12 contains 59726 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1294 members 
Mstep: Class 15 contains 2111 members 
Mstep: Class 16 contains 39993 members 
Mstep: Class 17 contains 6360 members 
Mstep: Class 18 contains 59408 members 
Mstep: Class 19 contains 7195 members 
Mstep: Class 20 contains 13150 members 
Mstep: Class 21 contains 13909 members 
Mstep: Class 22 contains 7661 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10493 members 
Mstep: Class 26 contains 18953 members 
Mstep: Class 27 contains 73021 members 
Mstep: Class 28 contains 1334 members 
Mstep: Class 29 contains 1340 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 4356 members 
Mstep: Class 33 contains 8203 members 
Mstep: Class 34 contains 1256 members 
Mstep: Class 35 contains 7500 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9072 members 
Mstep: Class 38 contains 1228 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 90031 members 
Mstep: Class 41 contains 6821 members 
Mstep: Class 42 contains 2395 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2895 members 
Mstep: Class 45 contains 3817 members 
Mstep: Class 46 contains 2083 members 
Mstep: Class 47 contains 41293 members 
Mstep: Class 48 contains 2593 members 
Mstep: Class 49 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471248.000000 Penalty: 109667.085938
Iteration 227Q: 50 clusters Score -8.447125e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 52482 members 
Mstep: Class 3 contains 27572 members 
Mstep: Class 4 contains 10956 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 115407 members 
Mstep: Class 7 contains 124317 members 
Mstep: Class 8 contains 27171 members 
Mstep: Class 9 contains 63668 members 
Mstep: Class 10 contains 15309 members 
Mstep: Class 11 contains 3538 members 
Mstep: Class 12 contains 59727 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1295 members 
Mstep: Class 15 contains 2111 members 
Mstep: Class 16 contains 39994 members 
Mstep: Class 17 contains 6360 members 
Mstep: Class 18 contains 59408 members 
Mstep: Class 19 contains 7196 members 
Mstep: Class 20 contains 13146 members 
Mstep: Class 21 contains 13909 members 
Mstep: Class 22 contains 7661 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10491 members 
Mstep: Class 26 contains 18955 members 
Mstep: Class 27 contains 73036 members 
Mstep: Class 28 contains 1334 members 
Mstep: Class 29 contains 1340 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4356 members 
Mstep: Class 33 contains 8199 members 
Mstep: Class 34 contains 1256 members 
Mstep: Class 35 contains 7503 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9072 members 
Mstep: Class 38 contains 1228 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 90038 members 
Mstep: Class 41 contains 6821 members 
Mstep: Class 42 contains 2394 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2895 members 
Mstep: Class 45 contains 3817 members 
Mstep: Class 46 contains 2083 members 
Mstep: Class 47 contains 41289 members 
Mstep: Class 48 contains 2593 members 
Mstep: Class 49 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471328.000000 Penalty: 109667.085938
Iteration 228Q: 50 clusters Score -8.447133e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 52482 members 
Mstep: Class 3 contains 27576 members 
Mstep: Class 4 contains 10956 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 115399 members 
Mstep: Class 7 contains 124312 members 
Mstep: Class 8 contains 27172 members 
Mstep: Class 9 contains 63664 members 
Mstep: Class 10 contains 15308 members 
Mstep: Class 11 contains 3538 members 
Mstep: Class 12 contains 59727 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1296 members 
Mstep: Class 15 contains 2111 members 
Mstep: Class 16 contains 39991 members 
Mstep: Class 17 contains 6360 members 
Mstep: Class 18 contains 59408 members 
Mstep: Class 19 contains 7194 members 
Mstep: Class 20 contains 13142 members 
Mstep: Class 21 contains 13909 members 
Mstep: Class 22 contains 7661 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10491 members 
Mstep: Class 26 contains 18956 members 
Mstep: Class 27 contains 73046 members 
Mstep: Class 28 contains 1334 members 
Mstep: Class 29 contains 1341 members 
Mstep: Class 30 contains 1010 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4356 members 
Mstep: Class 33 contains 8195 members 
Mstep: Class 34 contains 1256 members 
Mstep: Class 35 contains 7510 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9072 members 
Mstep: Class 38 contains 1228 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 90048 members 
Mstep: Class 41 contains 6821 members 
Mstep: Class 42 contains 2393 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2894 members 
Mstep: Class 45 contains 3817 members 
Mstep: Class 46 contains 2083 members 
Mstep: Class 47 contains 41288 members 
Mstep: Class 48 contains 2593 members 
Mstep: Class 49 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471400.000000 Penalty: 109667.085938
Iteration 229Q: 50 clusters Score -8.44714e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 52482 members 
Mstep: Class 3 contains 27573 members 
Mstep: Class 4 contains 10956 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 115391 members 
Mstep: Class 7 contains 124311 members 
Mstep: Class 8 contains 27170 members 
Mstep: Class 9 contains 63662 members 
Mstep: Class 10 contains 15309 members 
Mstep: Class 11 contains 3539 members 
Mstep: Class 12 contains 59727 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1298 members 
Mstep: Class 15 contains 2111 members 
Mstep: Class 16 contains 39991 members 
Mstep: Class 17 contains 6360 members 
Mstep: Class 18 contains 59409 members 
Mstep: Class 19 contains 7194 members 
Mstep: Class 20 contains 13135 members 
Mstep: Class 21 contains 13909 members 
Mstep: Class 22 contains 7662 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10490 members 
Mstep: Class 26 contains 18956 members 
Mstep: Class 27 contains 73055 members 
Mstep: Class 28 contains 1334 members 
Mstep: Class 29 contains 1340 members 
Mstep: Class 30 contains 1010 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 8192 members 
Mstep: Class 34 contains 1256 members 
Mstep: Class 35 contains 7514 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9072 members 
Mstep: Class 38 contains 1229 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 90056 members 
Mstep: Class 41 contains 6822 members 
Mstep: Class 42 contains 2393 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2894 members 
Mstep: Class 45 contains 3817 members 
Mstep: Class 46 contains 2083 members 
Mstep: Class 47 contains 41287 members 
Mstep: Class 48 contains 2593 members 
Mstep: Class 49 contains 608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471448.000000 Penalty: 109667.085938
Iteration 230Q: 50 clusters Score -8.447145e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 52482 members 
Mstep: Class 3 contains 27572 members 
Mstep: Class 4 contains 10956 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 115385 members 
Mstep: Class 7 contains 124309 members 
Mstep: Class 8 contains 27172 members 
Mstep: Class 9 contains 63663 members 
Mstep: Class 10 contains 15307 members 
Mstep: Class 11 contains 3538 members 
Mstep: Class 12 contains 59725 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1298 members 
Mstep: Class 15 contains 2111 members 
Mstep: Class 16 contains 39989 members 
Mstep: Class 17 contains 6360 members 
Mstep: Class 18 contains 59409 members 
Mstep: Class 19 contains 7195 members 
Mstep: Class 20 contains 13132 members 
Mstep: Class 21 contains 13909 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10491 members 
Mstep: Class 26 contains 18956 members 
Mstep: Class 27 contains 73063 members 
Mstep: Class 28 contains 1334 members 
Mstep: Class 29 contains 1339 members 
Mstep: Class 30 contains 1010 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 8189 members 
Mstep: Class 34 contains 1255 members 
Mstep: Class 35 contains 7518 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9072 members 
Mstep: Class 38 contains 1229 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 90061 members 
Mstep: Class 41 contains 6823 members 
Mstep: Class 42 contains 2392 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2894 members 
Mstep: Class 45 contains 3817 members 
Mstep: Class 46 contains 2083 members 
Mstep: Class 47 contains 41286 members 
Mstep: Class 48 contains 2595 members 
Mstep: Class 49 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471512.000000 Penalty: 109667.085938
Iteration 231Q: 50 clusters Score -8.447151e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 52482 members 
Mstep: Class 3 contains 27573 members 
Mstep: Class 4 contains 10956 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 115379 members 
Mstep: Class 7 contains 124309 members 
Mstep: Class 8 contains 27177 members 
Mstep: Class 9 contains 63661 members 
Mstep: Class 10 contains 15308 members 
Mstep: Class 11 contains 3536 members 
Mstep: Class 12 contains 59723 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2111 members 
Mstep: Class 16 contains 39985 members 
Mstep: Class 17 contains 6360 members 
Mstep: Class 18 contains 59409 members 
Mstep: Class 19 contains 7196 members 
Mstep: Class 20 contains 13130 members 
Mstep: Class 21 contains 13909 members 
Mstep: Class 22 contains 7664 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10490 members 
Mstep: Class 26 contains 18955 members 
Mstep: Class 27 contains 73068 members 
Mstep: Class 28 contains 1334 members 
Mstep: Class 29 contains 1339 members 
Mstep: Class 30 contains 1009 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 8188 members 
Mstep: Class 34 contains 1255 members 
Mstep: Class 35 contains 7523 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9072 members 
Mstep: Class 38 contains 1229 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 90063 members 
Mstep: Class 41 contains 6823 members 
Mstep: Class 42 contains 2392 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2894 members 
Mstep: Class 45 contains 3817 members 
Mstep: Class 46 contains 2083 members 
Mstep: Class 47 contains 41285 members 
Mstep: Class 48 contains 2596 members 
Mstep: Class 49 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471520.000000 Penalty: 109667.085938
Iteration 232Q: 50 clusters Score -8.447152e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 52482 members 
Mstep: Class 3 contains 27578 members 
Mstep: Class 4 contains 10956 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 115373 members 
Mstep: Class 7 contains 124305 members 
Mstep: Class 8 contains 27175 members 
Mstep: Class 9 contains 63659 members 
Mstep: Class 10 contains 15308 members 
Mstep: Class 11 contains 3536 members 
Mstep: Class 12 contains 59724 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 2111 members 
Mstep: Class 16 contains 39982 members 
Mstep: Class 17 contains 6360 members 
Mstep: Class 18 contains 59409 members 
Mstep: Class 19 contains 7196 members 
Mstep: Class 20 contains 13125 members 
Mstep: Class 21 contains 13908 members 
Mstep: Class 22 contains 7664 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10490 members 
Mstep: Class 26 contains 18954 members 
Mstep: Class 27 contains 73078 members 
Mstep: Class 28 contains 1334 members 
Mstep: Class 29 contains 1339 members 
Mstep: Class 30 contains 1009 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 8187 members 
Mstep: Class 34 contains 1255 members 
Mstep: Class 35 contains 7525 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9071 members 
Mstep: Class 38 contains 1230 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 90069 members 
Mstep: Class 41 contains 6824 members 
Mstep: Class 42 contains 2392 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2894 members 
Mstep: Class 45 contains 3817 members 
Mstep: Class 46 contains 2083 members 
Mstep: Class 47 contains 41284 members 
Mstep: Class 48 contains 2596 members 
Mstep: Class 49 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471512.000000 Penalty: 109667.085938
Iteration 233Q: 50 clusters Score -8.447151e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 52482 members 
Mstep: Class 3 contains 27580 members 
Mstep: Class 4 contains 10956 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 115367 members 
Mstep: Class 7 contains 124303 members 
Mstep: Class 8 contains 27180 members 
Mstep: Class 9 contains 63657 members 
Mstep: Class 10 contains 15308 members 
Mstep: Class 11 contains 3536 members 
Mstep: Class 12 contains 59724 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1306 members 
Mstep: Class 15 contains 2108 members 
Mstep: Class 16 contains 39980 members 
Mstep: Class 17 contains 6359 members 
Mstep: Class 18 contains 59409 members 
Mstep: Class 19 contains 7197 members 
Mstep: Class 20 contains 13120 members 
Mstep: Class 21 contains 13907 members 
Mstep: Class 22 contains 7664 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10490 members 
Mstep: Class 26 contains 18953 members 
Mstep: Class 27 contains 73084 members 
Mstep: Class 28 contains 1334 members 
Mstep: Class 29 contains 1339 members 
Mstep: Class 30 contains 1009 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 8187 members 
Mstep: Class 34 contains 1255 members 
Mstep: Class 35 contains 7528 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9069 members 
Mstep: Class 38 contains 1231 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 90071 members 
Mstep: Class 41 contains 6825 members 
Mstep: Class 42 contains 2390 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2894 members 
Mstep: Class 45 contains 3817 members 
Mstep: Class 46 contains 2083 members 
Mstep: Class 47 contains 41283 members 
Mstep: Class 48 contains 2596 members 
Mstep: Class 49 contains 610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471504.000000 Penalty: 109667.085938
Iteration 234Q: 50 clusters Score -8.44715e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 52482 members 
Mstep: Class 3 contains 27587 members 
Mstep: Class 4 contains 10956 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115363 members 
Mstep: Class 7 contains 124299 members 
Mstep: Class 8 contains 27184 members 
Mstep: Class 9 contains 63658 members 
Mstep: Class 10 contains 15307 members 
Mstep: Class 11 contains 3538 members 
Mstep: Class 12 contains 59724 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 2106 members 
Mstep: Class 16 contains 39980 members 
Mstep: Class 17 contains 6360 members 
Mstep: Class 18 contains 59408 members 
Mstep: Class 19 contains 7197 members 
Mstep: Class 20 contains 13116 members 
Mstep: Class 21 contains 13907 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10489 members 
Mstep: Class 26 contains 18953 members 
Mstep: Class 27 contains 73090 members 
Mstep: Class 28 contains 1334 members 
Mstep: Class 29 contains 1338 members 
Mstep: Class 30 contains 1009 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 8187 members 
Mstep: Class 34 contains 1255 members 
Mstep: Class 35 contains 7529 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9067 members 
Mstep: Class 38 contains 1232 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 90067 members 
Mstep: Class 41 contains 6826 members 
Mstep: Class 42 contains 2391 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2893 members 
Mstep: Class 45 contains 3817 members 
Mstep: Class 46 contains 2083 members 
Mstep: Class 47 contains 41282 members 
Mstep: Class 48 contains 2596 members 
Mstep: Class 49 contains 610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471488.000000 Penalty: 109667.085938
Iteration 235Q: 50 clusters Score -8.447149e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 52482 members 
Mstep: Class 3 contains 27586 members 
Mstep: Class 4 contains 10956 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115365 members 
Mstep: Class 7 contains 124299 members 
Mstep: Class 8 contains 27190 members 
Mstep: Class 9 contains 63656 members 
Mstep: Class 10 contains 15306 members 
Mstep: Class 11 contains 3537 members 
Mstep: Class 12 contains 59724 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1303 members 
Mstep: Class 15 contains 2106 members 
Mstep: Class 16 contains 39980 members 
Mstep: Class 17 contains 6360 members 
Mstep: Class 18 contains 59408 members 
Mstep: Class 19 contains 7197 members 
Mstep: Class 20 contains 13113 members 
Mstep: Class 21 contains 13906 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10489 members 
Mstep: Class 26 contains 18954 members 
Mstep: Class 27 contains 73095 members 
Mstep: Class 28 contains 1334 members 
Mstep: Class 29 contains 1341 members 
Mstep: Class 30 contains 1009 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 8187 members 
Mstep: Class 34 contains 1255 members 
Mstep: Class 35 contains 7528 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9066 members 
Mstep: Class 38 contains 1235 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 90063 members 
Mstep: Class 41 contains 6826 members 
Mstep: Class 42 contains 2389 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2894 members 
Mstep: Class 45 contains 3817 members 
Mstep: Class 46 contains 2083 members 
Mstep: Class 47 contains 41281 members 
Mstep: Class 48 contains 2596 members 
Mstep: Class 49 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471416.000000 Penalty: 109667.085938
Iteration 236Q: 50 clusters Score -8.447142e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 52482 members 
Mstep: Class 3 contains 27583 members 
Mstep: Class 4 contains 10956 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115367 members 
Mstep: Class 7 contains 124298 members 
Mstep: Class 8 contains 27193 members 
Mstep: Class 9 contains 63653 members 
Mstep: Class 10 contains 15305 members 
Mstep: Class 11 contains 3537 members 
Mstep: Class 12 contains 59722 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 2104 members 
Mstep: Class 16 contains 39980 members 
Mstep: Class 17 contains 6360 members 
Mstep: Class 18 contains 59408 members 
Mstep: Class 19 contains 7197 members 
Mstep: Class 20 contains 13111 members 
Mstep: Class 21 contains 13902 members 
Mstep: Class 22 contains 7662 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10489 members 
Mstep: Class 26 contains 18955 members 
Mstep: Class 27 contains 73104 members 
Mstep: Class 28 contains 1334 members 
Mstep: Class 29 contains 1343 members 
Mstep: Class 30 contains 1009 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 8187 members 
Mstep: Class 34 contains 1255 members 
Mstep: Class 35 contains 7528 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9064 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 90064 members 
Mstep: Class 41 contains 6828 members 
Mstep: Class 42 contains 2390 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2893 members 
Mstep: Class 45 contains 3818 members 
Mstep: Class 46 contains 2084 members 
Mstep: Class 47 contains 41280 members 
Mstep: Class 48 contains 2595 members 
Mstep: Class 49 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471464.000000 Penalty: 109667.085938
Iteration 237Q: 50 clusters Score -8.447146e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 52482 members 
Mstep: Class 3 contains 27579 members 
Mstep: Class 4 contains 10955 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115367 members 
Mstep: Class 7 contains 124298 members 
Mstep: Class 8 contains 27196 members 
Mstep: Class 9 contains 63651 members 
Mstep: Class 10 contains 15302 members 
Mstep: Class 11 contains 3538 members 
Mstep: Class 12 contains 59721 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 2101 members 
Mstep: Class 16 contains 39981 members 
Mstep: Class 17 contains 6359 members 
Mstep: Class 18 contains 59408 members 
Mstep: Class 19 contains 7197 members 
Mstep: Class 20 contains 13107 members 
Mstep: Class 21 contains 13901 members 
Mstep: Class 22 contains 7661 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10489 members 
Mstep: Class 26 contains 18958 members 
Mstep: Class 27 contains 73112 members 
Mstep: Class 28 contains 1334 members 
Mstep: Class 29 contains 1342 members 
Mstep: Class 30 contains 1009 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 8187 members 
Mstep: Class 34 contains 1256 members 
Mstep: Class 35 contains 7530 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9062 members 
Mstep: Class 38 contains 1239 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 90061 members 
Mstep: Class 41 contains 6828 members 
Mstep: Class 42 contains 2396 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2895 members 
Mstep: Class 45 contains 3818 members 
Mstep: Class 46 contains 2084 members 
Mstep: Class 47 contains 41279 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471440.000000 Penalty: 109667.085938
Iteration 238Q: 50 clusters Score -8.447144e+07 nChanged 46
Entering ConstructFrom: 
Score: -84471440.000000 Penalty: 109667.085938
Entering ConstructFrom: 
Trying to split cluster 1 (1117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Entering Unmasked Estep 
Score: -104403.945312 Penalty: 1140.490234
	Iteration 0F: 2 clusters Score -104403.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -102863.015625 Penalty: 2280.980469
	Iteration 0F: 3 clusters Score -102863 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -103133.078125 Penalty: 2280.980469
	Iteration 1F: 3 clusters Score -103133.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -103221.757812 Penalty: 2280.980469
	Iteration 2F: 3 clusters Score -103221.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -103261.460938 Penalty: 2280.980469
	Iteration 3Q: 3 clusters Score -103261.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -103279.109375 Penalty: 2280.980469
	Iteration 4Q: 3 clusters Score -103279.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -103293.960938 Penalty: 2280.980469
	Iteration 5Q: 3 clusters Score -103294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -103303.187500 Penalty: 2280.980469
	Iteration 6Q: 3 clusters Score -103303.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -103304.781250 Penalty: 2280.980469
	Iteration 7Q: 3 clusters Score -103304.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -103306.039062 Penalty: 2280.980469
	Iteration 8Q: 3 clusters Score -103306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -103306.250000 Penalty: 2280.980469
	Iteration 9Q: 3 clusters Score -103306.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -103306.250000 Penalty: 2280.980469
	Iteration 10F: 3 clusters Score -103306.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (52482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52482 members 
Entering Unmasked Estep 
Score: -4696172.500000 Penalty: 1766.086548
	Iteration 0F: 2 clusters Score -4696172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -4660961.000000 Penalty: 3532.173096
	Iteration 0F: 3 clusters Score -4660961 nChanged 24747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -4674906.000000 Penalty: 3532.173096
	Iteration 1F: 3 clusters Score -4674906 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -4675381.000000 Penalty: 3532.173096
	Iteration 2Q: 3 clusters Score -4675381 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -4676009.000000 Penalty: 3532.173096
	Iteration 3Q: 3 clusters Score -4676009 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -4676840.500000 Penalty: 3532.173096
	Iteration 4Q: 3 clusters Score -4676840 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -4678128.000000 Penalty: 3532.173096
	Iteration 5Q: 3 clusters Score -4678128 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -4679939.500000 Penalty: 3532.173096
	Iteration 6F: 3 clusters Score -4679940 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -4682197.000000 Penalty: 3532.173096
	Iteration 7F: 3 clusters Score -4682197 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -4684537.000000 Penalty: 3532.173096
	Iteration 8F: 3 clusters Score -4684537 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -4686766.500000 Penalty: 3532.173096
	Iteration 9F: 3 clusters Score -4686766 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -4688798.500000 Penalty: 3532.173096
	Iteration 10F: 3 clusters Score -4688798 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 43898 members 
Entering Unmasked Estep 
Score: -4690557.000000 Penalty: 3532.173096
	Iteration 11Q: 3 clusters Score -4690557 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -4691805.000000 Penalty: 3532.173096
	Iteration 12Q: 3 clusters Score -4691805 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 47178 members 
Entering Unmasked Estep 
Score: -4692817.000000 Penalty: 3532.173096
	Iteration 13Q: 3 clusters Score -4692817 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 48269 members 
Entering Unmasked Estep 
Score: -4693596.000000 Penalty: 3532.173096
	Iteration 14Q: 3 clusters Score -4693596 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -4694074.000000 Penalty: 3532.173096
	Iteration 15Q: 3 clusters Score -4694074 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 49585 members 
Entering Unmasked Estep 
Score: -4694406.000000 Penalty: 3532.173096
	Iteration 16Q: 3 clusters Score -4694406 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 49958 members 
Entering Unmasked Estep 
Score: -4694608.500000 Penalty: 3532.173096
	Iteration 17Q: 3 clusters Score -4694608 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 50230 members 
Entering Unmasked Estep 
Score: -4694719.000000 Penalty: 3532.173096
	Iteration 18Q: 3 clusters Score -4694719 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 50432 members 
Entering Unmasked Estep 
Score: -4694786.500000 Penalty: 3532.173096
	Iteration 19Q: 3 clusters Score -4694786 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 50594 members 
Entering Unmasked Estep 
Score: -4694842.500000 Penalty: 3532.173096
	Iteration 20F: 3 clusters Score -4694842 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 50708 members 
Entering Unmasked Estep 
Score: -4694876.000000 Penalty: 3532.173096
	Iteration 21Q: 3 clusters Score -4694876 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 50786 members 
Entering Unmasked Estep 
Score: -4694906.500000 Penalty: 3532.173096
	Iteration 22Q: 3 clusters Score -4694906 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 50850 members 
Entering Unmasked Estep 
Score: -4694934.500000 Penalty: 3532.173096
	Iteration 23Q: 3 clusters Score -4694934 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 50916 members 
Entering Unmasked Estep 
Score: -4694949.500000 Penalty: 3532.173096
	Iteration 24Q: 3 clusters Score -4694950 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 50962 members 
Entering Unmasked Estep 
Score: -4694961.500000 Penalty: 3532.173096
	Iteration 25Q: 3 clusters Score -4694962 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 51002 members 
Entering Unmasked Estep 
Score: -4694977.000000 Penalty: 3532.173096
	Iteration 26Q: 3 clusters Score -4694977 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 51029 members 
Entering Unmasked Estep 
Score: -4694984.500000 Penalty: 3532.173096
	Iteration 27Q: 3 clusters Score -4694984 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 51053 members 
Entering Unmasked Estep 
Score: -4694991.000000 Penalty: 3532.173096
	Iteration 28Q: 3 clusters Score -4694991 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 51070 members 
Entering Unmasked Estep 
Score: -4694998.500000 Penalty: 3532.173096
	Iteration 29Q: 3 clusters Score -4694998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 51088 members 
Entering Unmasked Estep 
Score: -4694994.500000 Penalty: 3532.173096
	Iteration 30Q: 3 clusters Score -4694994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 51103 members 
Entering Unmasked Estep 
Score: -4694998.500000 Penalty: 3532.173096
	Iteration 31Q: 3 clusters Score -4694998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 51114 members 
Entering Unmasked Estep 
Score: -4695004.500000 Penalty: 3532.173096
	Iteration 32Q: 3 clusters Score -4695004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 51124 members 
Entering Unmasked Estep 
Score: -4695007.000000 Penalty: 3532.173096
	Iteration 33Q: 3 clusters Score -4695007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 51133 members 
Entering Unmasked Estep 
Score: -4695008.500000 Penalty: 3532.173096
	Iteration 34Q: 3 clusters Score -4695008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 51141 members 
Entering Unmasked Estep 
Score: -4695012.000000 Penalty: 3532.173096
	Iteration 35Q: 3 clusters Score -4695012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 51146 members 
Entering Unmasked Estep 
Score: -4695015.000000 Penalty: 3532.173096
	Iteration 36Q: 3 clusters Score -4695015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -4695018.000000 Penalty: 3532.173096
	Iteration 37Q: 3 clusters Score -4695018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 51152 members 
Entering Unmasked Estep 
Score: -4695014.000000 Penalty: 3532.173096
	Iteration 38Q: 3 clusters Score -4695014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 51154 members 
Entering Unmasked Estep 
Score: -4695018.000000 Penalty: 3532.173096
	Iteration 39Q: 3 clusters Score -4695018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 51157 members 
Entering Unmasked Estep 
Score: -4695016.000000 Penalty: 3532.173096
	Iteration 40F: 3 clusters Score -4695016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 51159 members 
Entering Unmasked Estep 
Score: -4695013.500000 Penalty: 3532.173096
	Iteration 41Q: 3 clusters Score -4695014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 51161 members 
Entering Unmasked Estep 
Score: -4695015.000000 Penalty: 3532.173096
	Iteration 42Q: 3 clusters Score -4695015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 51165 members 
Entering Unmasked Estep 
Score: -4695018.000000 Penalty: 3532.173096
	Iteration 43Q: 3 clusters Score -4695018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 51169 members 
Entering Unmasked Estep 
Score: -4695016.500000 Penalty: 3532.173096
	Iteration 44Q: 3 clusters Score -4695016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 51170 members 
Entering Unmasked Estep 
Score: -4695018.000000 Penalty: 3532.173096
	Iteration 45Q: 3 clusters Score -4695018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 51171 members 
Entering Unmasked Estep 
Score: -4695015.500000 Penalty: 3532.173096
	Iteration 46Q: 3 clusters Score -4695016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 51173 members 
Entering Unmasked Estep 
Score: -4695015.500000 Penalty: 3532.173096
	Iteration 47Q: 3 clusters Score -4695016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 51172 members 
Entering Unmasked Estep 
Score: -4695016.500000 Penalty: 3532.173096
	Iteration 48Q: 3 clusters Score -4695016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 51172 members 
Entering Unmasked Estep 
Score: -4695016.500000 Penalty: 3532.173096
	Iteration 49F: 3 clusters Score -4695016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Entering Unmasked Estep 
Score: -2549513.500000 Penalty: 1661.490356
	Iteration 0F: 2 clusters Score -2549514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2530982.500000 Penalty: 3322.980713
	Iteration 0F: 3 clusters Score -2530982 nChanged 12733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2538163.500000 Penalty: 3322.980713
	Iteration 1F: 3 clusters Score -2538164 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2538633.500000 Penalty: 3322.980713
	Iteration 2Q: 3 clusters Score -2538634 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2539083.750000 Penalty: 3322.980713
	Iteration 3Q: 3 clusters Score -2539084 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -2539564.750000 Penalty: 3322.980713
	Iteration 4Q: 3 clusters Score -2539565 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2540057.500000 Penalty: 3322.980713
	Iteration 5Q: 3 clusters Score -2540058 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2540666.500000 Penalty: 3322.980713
	Iteration 6Q: 3 clusters Score -2540666 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -2541370.750000 Penalty: 3322.980713
	Iteration 7Q: 3 clusters Score -2541371 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -2542164.250000 Penalty: 3322.980713
	Iteration 8Q: 3 clusters Score -2542164 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2542994.750000 Penalty: 3322.980713
	Iteration 9Q: 3 clusters Score -2542995 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -2543528.250000 Penalty: 3322.980713
	Iteration 10Q: 3 clusters Score -2543528 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2543790.250000 Penalty: 3322.980713
	Iteration 11Q: 3 clusters Score -2543790 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2543918.750000 Penalty: 3322.980713
	Iteration 12Q: 3 clusters Score -2543919 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -2543984.250000 Penalty: 3322.980713
	Iteration 13Q: 3 clusters Score -2543984 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2544030.250000 Penalty: 3322.980713
	Iteration 14Q: 3 clusters Score -2544030 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2544075.250000 Penalty: 3322.980713
	Iteration 15Q: 3 clusters Score -2544075 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2544111.250000 Penalty: 3322.980713
	Iteration 16Q: 3 clusters Score -2544111 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2544142.500000 Penalty: 3322.980713
	Iteration 17Q: 3 clusters Score -2544142 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2544166.250000 Penalty: 3322.980713
	Iteration 18Q: 3 clusters Score -2544166 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2544202.750000 Penalty: 3322.980713
	Iteration 19Q: 3 clusters Score -2544203 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2544214.500000 Penalty: 3322.980713
	Iteration 20F: 3 clusters Score -2544214 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2544233.000000 Penalty: 3322.980713
	Iteration 21Q: 3 clusters Score -2544233 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2544264.500000 Penalty: 3322.980713
	Iteration 22Q: 3 clusters Score -2544264 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2544292.250000 Penalty: 3322.980713
	Iteration 23Q: 3 clusters Score -2544292 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2544303.750000 Penalty: 3322.980713
	Iteration 24Q: 3 clusters Score -2544304 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2544338.000000 Penalty: 3322.980713
	Iteration 25Q: 3 clusters Score -2544338 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2544357.250000 Penalty: 3322.980713
	Iteration 26Q: 3 clusters Score -2544357 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2544376.500000 Penalty: 3322.980713
	Iteration 27Q: 3 clusters Score -2544376 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -2544377.750000 Penalty: 3322.980713
	Iteration 28Q: 3 clusters Score -2544378 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -2544383.500000 Penalty: 3322.980713
	Iteration 29Q: 3 clusters Score -2544384 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -2544392.500000 Penalty: 3322.980713
	Iteration 30Q: 3 clusters Score -2544392 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -2544401.250000 Penalty: 3322.980713
	Iteration 31Q: 3 clusters Score -2544401 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2544416.000000 Penalty: 3322.980713
	Iteration 32Q: 3 clusters Score -2544416 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -2544425.250000 Penalty: 3322.980713
	Iteration 33Q: 3 clusters Score -2544425 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2544445.250000 Penalty: 3322.980713
	Iteration 34Q: 3 clusters Score -2544445 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2544467.500000 Penalty: 3322.980713
	Iteration 35Q: 3 clusters Score -2544468 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2544473.000000 Penalty: 3322.980713
	Iteration 36Q: 3 clusters Score -2544473 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2544497.250000 Penalty: 3322.980713
	Iteration 37Q: 3 clusters Score -2544497 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -2544516.500000 Penalty: 3322.980713
	Iteration 38Q: 3 clusters Score -2544516 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2544536.500000 Penalty: 3322.980713
	Iteration 39Q: 3 clusters Score -2544536 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2544570.000000 Penalty: 3322.980713
	Iteration 40F: 3 clusters Score -2544570 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2544593.500000 Penalty: 3322.980713
	Iteration 41Q: 3 clusters Score -2544594 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2544617.250000 Penalty: 3322.980713
	Iteration 42Q: 3 clusters Score -2544617 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2544620.250000 Penalty: 3322.980713
	Iteration 43Q: 3 clusters Score -2544620 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2544631.250000 Penalty: 3322.980713
	Iteration 44Q: 3 clusters Score -2544631 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2544647.750000 Penalty: 3322.980713
	Iteration 45Q: 3 clusters Score -2544648 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2544665.500000 Penalty: 3322.980713
	Iteration 46Q: 3 clusters Score -2544666 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2544679.500000 Penalty: 3322.980713
	Iteration 47Q: 3 clusters Score -2544680 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2544701.250000 Penalty: 3322.980713
	Iteration 48Q: 3 clusters Score -2544701 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2544719.500000 Penalty: 3322.980713
	Iteration 49Q: 3 clusters Score -2544720 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2544750.500000 Penalty: 3322.980713
	Iteration 50Q: 3 clusters Score -2544750 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2544770.750000 Penalty: 3322.980713
	Iteration 51Q: 3 clusters Score -2544771 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2544804.000000 Penalty: 3322.980713
	Iteration 52Q: 3 clusters Score -2544804 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2544827.500000 Penalty: 3322.980713
	Iteration 53Q: 3 clusters Score -2544828 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2544870.250000 Penalty: 3322.980713
	Iteration 54Q: 3 clusters Score -2544870 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2544910.500000 Penalty: 3322.980713
	Iteration 55Q: 3 clusters Score -2544910 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2544964.250000 Penalty: 3322.980713
	Iteration 56Q: 3 clusters Score -2544964 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -2545016.500000 Penalty: 3322.980713
	Iteration 57Q: 3 clusters Score -2545016 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2545064.500000 Penalty: 3322.980713
	Iteration 58Q: 3 clusters Score -2545064 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -2545114.750000 Penalty: 3322.980713
	Iteration 59Q: 3 clusters Score -2545115 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2545171.000000 Penalty: 3322.980713
	Iteration 60F: 3 clusters Score -2545171 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2545242.000000 Penalty: 3322.980713
	Iteration 61Q: 3 clusters Score -2545242 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2545323.250000 Penalty: 3322.980713
	Iteration 62Q: 3 clusters Score -2545323 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2545436.250000 Penalty: 3322.980713
	Iteration 63Q: 3 clusters Score -2545436 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2545544.250000 Penalty: 3322.980713
	Iteration 64Q: 3 clusters Score -2545544 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -2545684.000000 Penalty: 3322.980713
	Iteration 65Q: 3 clusters Score -2545684 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -2545822.250000 Penalty: 3322.980713
	Iteration 66Q: 3 clusters Score -2545822 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -2545982.500000 Penalty: 3322.980713
	Iteration 67Q: 3 clusters Score -2545982 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2546145.000000 Penalty: 3322.980713
	Iteration 68Q: 3 clusters Score -2546145 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2546320.250000 Penalty: 3322.980713
	Iteration 69Q: 3 clusters Score -2546320 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2546495.500000 Penalty: 3322.980713
	Iteration 70Q: 3 clusters Score -2546496 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2546686.250000 Penalty: 3322.980713
	Iteration 71Q: 3 clusters Score -2546686 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2546902.250000 Penalty: 3322.980713
	Iteration 72Q: 3 clusters Score -2546902 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2547121.250000 Penalty: 3322.980713
	Iteration 73Q: 3 clusters Score -2547121 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2547320.500000 Penalty: 3322.980713
	Iteration 74Q: 3 clusters Score -2547320 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2547462.250000 Penalty: 3322.980713
	Iteration 75Q: 3 clusters Score -2547462 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2547561.250000 Penalty: 3322.980713
	Iteration 76Q: 3 clusters Score -2547561 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2547641.250000 Penalty: 3322.980713
	Iteration 77Q: 3 clusters Score -2547641 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2547716.500000 Penalty: 3322.980713
	Iteration 78Q: 3 clusters Score -2547716 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2547775.250000 Penalty: 3322.980713
	Iteration 79Q: 3 clusters Score -2547775 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2547838.500000 Penalty: 3322.980713
	Iteration 80F: 3 clusters Score -2547838 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2547877.750000 Penalty: 3322.980713
	Iteration 81Q: 3 clusters Score -2547878 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2547914.750000 Penalty: 3322.980713
	Iteration 82Q: 3 clusters Score -2547915 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2547937.750000 Penalty: 3322.980713
	Iteration 83Q: 3 clusters Score -2547938 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2547966.500000 Penalty: 3322.980713
	Iteration 84Q: 3 clusters Score -2547966 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2547996.750000 Penalty: 3322.980713
	Iteration 85Q: 3 clusters Score -2547997 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2548016.250000 Penalty: 3322.980713
	Iteration 86Q: 3 clusters Score -2548016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2548033.500000 Penalty: 3322.980713
	Iteration 87Q: 3 clusters Score -2548034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2548045.500000 Penalty: 3322.980713
	Iteration 88Q: 3 clusters Score -2548046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2548060.750000 Penalty: 3322.980713
	Iteration 89Q: 3 clusters Score -2548061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2548073.250000 Penalty: 3322.980713
	Iteration 90Q: 3 clusters Score -2548073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2548081.500000 Penalty: 3322.980713
	Iteration 91Q: 3 clusters Score -2548082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2548088.500000 Penalty: 3322.980713
	Iteration 92Q: 3 clusters Score -2548088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2548093.750000 Penalty: 3322.980713
	Iteration 93Q: 3 clusters Score -2548094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2548101.750000 Penalty: 3322.980713
	Iteration 94Q: 3 clusters Score -2548102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2548102.250000 Penalty: 3322.980713
	Iteration 95Q: 3 clusters Score -2548102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2548106.750000 Penalty: 3322.980713
	Iteration 96Q: 3 clusters Score -2548107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2548109.750000 Penalty: 3322.980713
	Iteration 97Q: 3 clusters Score -2548110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2548110.000000 Penalty: 3322.980713
	Iteration 98Q: 3 clusters Score -2548110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2548111.500000 Penalty: 3322.980713
	Iteration 99Q: 3 clusters Score -2548112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2548110.500000 Penalty: 3322.980713
	Iteration 100F: 3 clusters Score -2548110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2548113.250000 Penalty: 3322.980713
	Iteration 101Q: 3 clusters Score -2548113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2548116.500000 Penalty: 3322.980713
	Iteration 102Q: 3 clusters Score -2548116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2548115.250000 Penalty: 3322.980713
	Iteration 103Q: 3 clusters Score -2548115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2548117.750000 Penalty: 3322.980713
	Iteration 104Q: 3 clusters Score -2548118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2548117.750000 Penalty: 3322.980713
	Iteration 105F: 3 clusters Score -2548118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Entering Unmasked Estep 
Score: -895362.375000 Penalty: 1511.487305
	Iteration 0F: 2 clusters Score -895362.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -887666.937500 Penalty: 3022.974609
	Iteration 0F: 3 clusters Score -887666.9 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -890631.437500 Penalty: 3022.974609
	Iteration 1F: 3 clusters Score -890631.4 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -891401.750000 Penalty: 3022.974609
	Iteration 2F: 3 clusters Score -891401.8 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -892132.375000 Penalty: 3022.974609
	Iteration 3F: 3 clusters Score -892132.4 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -892726.250000 Penalty: 3022.974609
	Iteration 4F: 3 clusters Score -892726.2 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -893171.750000 Penalty: 3022.974609
	Iteration 5F: 3 clusters Score -893171.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -893480.437500 Penalty: 3022.974609
	Iteration 6Q: 3 clusters Score -893480.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -893726.562500 Penalty: 3022.974609
	Iteration 7Q: 3 clusters Score -893726.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -893882.437500 Penalty: 3022.974609
	Iteration 8Q: 3 clusters Score -893882.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -893982.562500 Penalty: 3022.974609
	Iteration 9Q: 3 clusters Score -893982.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -894080.375000 Penalty: 3022.974609
	Iteration 10Q: 3 clusters Score -894080.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -894164.250000 Penalty: 3022.974609
	Iteration 11Q: 3 clusters Score -894164.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -894211.875000 Penalty: 3022.974609
	Iteration 12Q: 3 clusters Score -894211.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -894251.562500 Penalty: 3022.974609
	Iteration 13Q: 3 clusters Score -894251.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -894279.312500 Penalty: 3022.974609
	Iteration 14Q: 3 clusters Score -894279.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -894294.375000 Penalty: 3022.974609
	Iteration 15Q: 3 clusters Score -894294.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -894302.187500 Penalty: 3022.974609
	Iteration 16Q: 3 clusters Score -894302.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -894313.250000 Penalty: 3022.974609
	Iteration 17Q: 3 clusters Score -894313.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -894322.000000 Penalty: 3022.974609
	Iteration 18Q: 3 clusters Score -894322 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -894331.125000 Penalty: 3022.974609
	Iteration 19Q: 3 clusters Score -894331.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -894335.250000 Penalty: 3022.974609
	Iteration 20F: 3 clusters Score -894335.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -894343.187500 Penalty: 3022.974609
	Iteration 21Q: 3 clusters Score -894343.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -894350.000000 Penalty: 3022.974609
	Iteration 22Q: 3 clusters Score -894350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -894354.687500 Penalty: 3022.974609
	Iteration 23Q: 3 clusters Score -894354.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -894359.687500 Penalty: 3022.974609
	Iteration 24Q: 3 clusters Score -894359.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -894362.687500 Penalty: 3022.974609
	Iteration 25Q: 3 clusters Score -894362.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -894370.000000 Penalty: 3022.974609
	Iteration 26Q: 3 clusters Score -894370 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -894374.312500 Penalty: 3022.974609
	Iteration 27Q: 3 clusters Score -894374.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -894385.375000 Penalty: 3022.974609
	Iteration 28Q: 3 clusters Score -894385.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -894396.625000 Penalty: 3022.974609
	Iteration 29Q: 3 clusters Score -894396.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -894404.125000 Penalty: 3022.974609
	Iteration 30Q: 3 clusters Score -894404.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -894414.375000 Penalty: 3022.974609
	Iteration 31Q: 3 clusters Score -894414.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -894423.250000 Penalty: 3022.974609
	Iteration 32Q: 3 clusters Score -894423.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -894437.312500 Penalty: 3022.974609
	Iteration 33Q: 3 clusters Score -894437.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -894453.937500 Penalty: 3022.974609
	Iteration 34Q: 3 clusters Score -894453.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -894471.375000 Penalty: 3022.974609
	Iteration 35Q: 3 clusters Score -894471.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -894489.250000 Penalty: 3022.974609
	Iteration 36Q: 3 clusters Score -894489.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -894501.000000 Penalty: 3022.974609
	Iteration 37Q: 3 clusters Score -894501 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -894512.187500 Penalty: 3022.974609
	Iteration 38Q: 3 clusters Score -894512.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -894519.875000 Penalty: 3022.974609
	Iteration 39Q: 3 clusters Score -894519.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -894532.500000 Penalty: 3022.974609
	Iteration 40F: 3 clusters Score -894532.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -894541.187500 Penalty: 3022.974609
	Iteration 41Q: 3 clusters Score -894541.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -894549.312500 Penalty: 3022.974609
	Iteration 42Q: 3 clusters Score -894549.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -894558.875000 Penalty: 3022.974609
	Iteration 43Q: 3 clusters Score -894558.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -894565.000000 Penalty: 3022.974609
	Iteration 44Q: 3 clusters Score -894565 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -894576.125000 Penalty: 3022.974609
	Iteration 45Q: 3 clusters Score -894576.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -894581.625000 Penalty: 3022.974609
	Iteration 46Q: 3 clusters Score -894581.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -894587.625000 Penalty: 3022.974609
	Iteration 47Q: 3 clusters Score -894587.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -894596.312500 Penalty: 3022.974609
	Iteration 48Q: 3 clusters Score -894596.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -894597.750000 Penalty: 3022.974609
	Iteration 49Q: 3 clusters Score -894597.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -894601.312500 Penalty: 3022.974609
	Iteration 50Q: 3 clusters Score -894601.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -894606.187500 Penalty: 3022.974609
	Iteration 51Q: 3 clusters Score -894606.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -894606.562500 Penalty: 3022.974609
	Iteration 52Q: 3 clusters Score -894606.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -894607.437500 Penalty: 3022.974609
	Iteration 53Q: 3 clusters Score -894607.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -894606.375000 Penalty: 3022.974609
	Iteration 54Q: 3 clusters Score -894606.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -894606.375000 Penalty: 3022.974609
	Iteration 55F: 3 clusters Score -894606.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Entering Unmasked Estep 
Score: -281936.531250 Penalty: 1315.831787
	Iteration 0F: 2 clusters Score -281936.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -279112.343750 Penalty: 2631.663574
	Iteration 0F: 3 clusters Score -279112.3 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -279991.250000 Penalty: 2631.663574
	Iteration 1F: 3 clusters Score -279991.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -280354.937500 Penalty: 2631.663574
	Iteration 2F: 3 clusters Score -280354.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -280756.031250 Penalty: 2631.663574
	Iteration 3F: 3 clusters Score -280756 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -281362.062500 Penalty: 2631.663574
	Iteration 4F: 3 clusters Score -281362.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -281745.062500 Penalty: 2631.663574
	Iteration 5F: 3 clusters Score -281745.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -281850.562500 Penalty: 2631.663574
	Iteration 6Q: 3 clusters Score -281850.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -281893.406250 Penalty: 2631.663574
	Iteration 7Q: 3 clusters Score -281893.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -281919.468750 Penalty: 2631.663574
	Iteration 8Q: 3 clusters Score -281919.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -281934.843750 Penalty: 2631.663574
	Iteration 9Q: 3 clusters Score -281934.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -281945.593750 Penalty: 2631.663574
	Iteration 10Q: 3 clusters Score -281945.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -281953.562500 Penalty: 2631.663574
	Iteration 11Q: 3 clusters Score -281953.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -281959.343750 Penalty: 2631.663574
	Iteration 12Q: 3 clusters Score -281959.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -281962.562500 Penalty: 2631.663574
	Iteration 13Q: 3 clusters Score -281962.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -281964.187500 Penalty: 2631.663574
	Iteration 14Q: 3 clusters Score -281964.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -281966.468750 Penalty: 2631.663574
	Iteration 15Q: 3 clusters Score -281966.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -281969.218750 Penalty: 2631.663574
	Iteration 16Q: 3 clusters Score -281969.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -281971.375000 Penalty: 2631.663574
	Iteration 17Q: 3 clusters Score -281971.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -281973.281250 Penalty: 2631.663574
	Iteration 18Q: 3 clusters Score -281973.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -281974.093750 Penalty: 2631.663574
	Iteration 19Q: 3 clusters Score -281974.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -281975.093750 Penalty: 2631.663574
	Iteration 20F: 3 clusters Score -281975.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -281976.656250 Penalty: 2631.663574
	Iteration 21Q: 3 clusters Score -281976.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -281976.687500 Penalty: 2631.663574
	Iteration 22Q: 3 clusters Score -281976.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -281976.687500 Penalty: 2631.663574
	Iteration 23F: 3 clusters Score -281976.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 52482 members 
Mstep: Class 3 contains 27572 members 
Mstep: Class 4 contains 10954 members 
Mstep: Class 5 contains 1284 members 
Mstep: Class 6 contains 115367 members 
Mstep: Class 7 contains 124298 members 
Mstep: Class 8 contains 27196 members 
Mstep: Class 9 contains 63651 members 
Mstep: Class 10 contains 15302 members 
Mstep: Class 11 contains 3539 members 
Mstep: Class 12 contains 59719 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 2100 members 
Mstep: Class 16 contains 39980 members 
Mstep: Class 17 contains 6358 members 
Mstep: Class 18 contains 59407 members 
Mstep: Class 19 contains 7198 members 
Mstep: Class 20 contains 13104 members 
Mstep: Class 21 contains 13899 members 
Mstep: Class 22 contains 7660 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10489 members 
Mstep: Class 26 contains 18960 members 
Mstep: Class 27 contains 73120 members 
Mstep: Class 28 contains 1334 members 
Mstep: Class 29 contains 1342 members 
Mstep: Class 30 contains 1009 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 8187 members 
Mstep: Class 34 contains 1257 members 
Mstep: Class 35 contains 7533 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9055 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 90065 members 
Mstep: Class 41 contains 6828 members 
Mstep: Class 42 contains 2399 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2895 members 
Mstep: Class 45 contains 3819 members 
Mstep: Class 46 contains 2084 members 
Mstep: Class 47 contains 41278 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 611 members 
Mstep: Class 50 contains 2002 members 
Entering Unmasked Estep 
Score: -84470584.000000 Penalty: 111905.187500
Splitting cluster 5 changes total score from -84471440.000000 to -84470584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (115367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115367 members 
Entering Unmasked Estep 
Score: -10609161.000000 Penalty: 1894.079468
	Iteration 0F: 2 clusters Score -1.060916e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57630 members 
Mstep: Class 2 contains 57737 members 
Entering Unmasked Estep 
Score: -10531724.000000 Penalty: 3788.158936
	Iteration 0F: 3 clusters Score -1.053172e+07 nChanged 55310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57384 members 
Mstep: Class 2 contains 57983 members 
Entering Unmasked Estep 
Score: -10564209.000000 Penalty: 3788.158936
	Iteration 1F: 3 clusters Score -1.056421e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57094 members 
Mstep: Class 2 contains 58273 members 
Entering Unmasked Estep 
Score: -10565137.000000 Penalty: 3788.158936
	Iteration 2Q: 3 clusters Score -1.056514e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56410 members 
Mstep: Class 2 contains 58957 members 
Entering Unmasked Estep 
Score: -10566442.000000 Penalty: 3788.158936
	Iteration 3Q: 3 clusters Score -1.056644e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55239 members 
Mstep: Class 2 contains 60128 members 
Entering Unmasked Estep 
Score: -10568300.000000 Penalty: 3788.158936
	Iteration 4Q: 3 clusters Score -1.05683e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53323 members 
Mstep: Class 2 contains 62044 members 
Entering Unmasked Estep 
Score: -10571128.000000 Penalty: 3788.158936
	Iteration 5F: 3 clusters Score -1.057113e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50526 members 
Mstep: Class 2 contains 64841 members 
Entering Unmasked Estep 
Score: -10575291.000000 Penalty: 3788.158936
	Iteration 6F: 3 clusters Score -1.057529e+07 nChanged 7758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47110 members 
Mstep: Class 2 contains 68257 members 
Entering Unmasked Estep 
Score: -10580547.000000 Penalty: 3788.158936
	Iteration 7F: 3 clusters Score -1.058055e+07 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 71400 members 
Entering Unmasked Estep 
Score: -10586228.000000 Penalty: 3788.158936
	Iteration 8F: 3 clusters Score -1.058623e+07 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 73870 members 
Entering Unmasked Estep 
Score: -10590865.000000 Penalty: 3788.158936
	Iteration 9F: 3 clusters Score -1.059086e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 75678 members 
Entering Unmasked Estep 
Score: -10593749.000000 Penalty: 3788.158936
	Iteration 10Q: 3 clusters Score -1.059375e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 77124 members 
Entering Unmasked Estep 
Score: -10595270.000000 Penalty: 3788.158936
	Iteration 11Q: 3 clusters Score -1.059527e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 78370 members 
Entering Unmasked Estep 
Score: -10596151.000000 Penalty: 3788.158936
	Iteration 12Q: 3 clusters Score -1.059615e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 79432 members 
Entering Unmasked Estep 
Score: -10596756.000000 Penalty: 3788.158936
	Iteration 13Q: 3 clusters Score -1.059676e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 80360 members 
Entering Unmasked Estep 
Score: -10597080.000000 Penalty: 3788.158936
	Iteration 14Q: 3 clusters Score -1.059708e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 81273 members 
Entering Unmasked Estep 
Score: -10597428.000000 Penalty: 3788.158936
	Iteration 15Q: 3 clusters Score -1.059743e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 82144 members 
Entering Unmasked Estep 
Score: -10597681.000000 Penalty: 3788.158936
	Iteration 16Q: 3 clusters Score -1.059768e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 82937 members 
Entering Unmasked Estep 
Score: -10597908.000000 Penalty: 3788.158936
	Iteration 17Q: 3 clusters Score -1.059791e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 83768 members 
Entering Unmasked Estep 
Score: -10598116.000000 Penalty: 3788.158936
	Iteration 18Q: 3 clusters Score -1.059812e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 84624 members 
Entering Unmasked Estep 
Score: -10598258.000000 Penalty: 3788.158936
	Iteration 19Q: 3 clusters Score -1.059826e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 85485 members 
Entering Unmasked Estep 
Score: -10598439.000000 Penalty: 3788.158936
	Iteration 20F: 3 clusters Score -1.059844e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 86367 members 
Entering Unmasked Estep 
Score: -10598719.000000 Penalty: 3788.158936
	Iteration 21Q: 3 clusters Score -1.059872e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 87218 members 
Entering Unmasked Estep 
Score: -10598872.000000 Penalty: 3788.158936
	Iteration 22Q: 3 clusters Score -1.059887e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 88069 members 
Entering Unmasked Estep 
Score: -10599080.000000 Penalty: 3788.158936
	Iteration 23Q: 3 clusters Score -1.059908e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 88953 members 
Entering Unmasked Estep 
Score: -10599255.000000 Penalty: 3788.158936
	Iteration 24Q: 3 clusters Score -1.059926e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 89851 members 
Entering Unmasked Estep 
Score: -10599336.000000 Penalty: 3788.158936
	Iteration 25Q: 3 clusters Score -1.059934e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 90800 members 
Entering Unmasked Estep 
Score: -10599630.000000 Penalty: 3788.158936
	Iteration 26Q: 3 clusters Score -1.059963e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 91806 members 
Entering Unmasked Estep 
Score: -10599855.000000 Penalty: 3788.158936
	Iteration 27Q: 3 clusters Score -1.059986e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 92774 members 
Entering Unmasked Estep 
Score: -10600064.000000 Penalty: 3788.158936
	Iteration 28Q: 3 clusters Score -1.060006e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 93770 members 
Entering Unmasked Estep 
Score: -10600291.000000 Penalty: 3788.158936
	Iteration 29Q: 3 clusters Score -1.060029e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 94860 members 
Entering Unmasked Estep 
Score: -10600572.000000 Penalty: 3788.158936
	Iteration 30Q: 3 clusters Score -1.060057e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 96023 members 
Entering Unmasked Estep 
Score: -10600897.000000 Penalty: 3788.158936
	Iteration 31Q: 3 clusters Score -1.06009e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 97237 members 
Entering Unmasked Estep 
Score: -10601215.000000 Penalty: 3788.158936
	Iteration 32Q: 3 clusters Score -1.060122e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 98427 members 
Entering Unmasked Estep 
Score: -10601533.000000 Penalty: 3788.158936
	Iteration 33Q: 3 clusters Score -1.060153e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 99610 members 
Entering Unmasked Estep 
Score: -10601922.000000 Penalty: 3788.158936
	Iteration 34Q: 3 clusters Score -1.060192e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 100841 members 
Entering Unmasked Estep 
Score: -10602348.000000 Penalty: 3788.158936
	Iteration 35Q: 3 clusters Score -1.060235e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 102081 members 
Entering Unmasked Estep 
Score: -10602729.000000 Penalty: 3788.158936
	Iteration 36Q: 3 clusters Score -1.060273e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 103272 members 
Entering Unmasked Estep 
Score: -10603150.000000 Penalty: 3788.158936
	Iteration 37Q: 3 clusters Score -1.060315e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 104399 members 
Entering Unmasked Estep 
Score: -10603550.000000 Penalty: 3788.158936
	Iteration 38Q: 3 clusters Score -1.060355e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 105474 members 
Entering Unmasked Estep 
Score: -10603904.000000 Penalty: 3788.158936
	Iteration 39Q: 3 clusters Score -1.06039e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 106512 members 
Entering Unmasked Estep 
Score: -10604296.000000 Penalty: 3788.158936
	Iteration 40F: 3 clusters Score -1.06043e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 107463 members 
Entering Unmasked Estep 
Score: -10604665.000000 Penalty: 3788.158936
	Iteration 41Q: 3 clusters Score -1.060466e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 108353 members 
Entering Unmasked Estep 
Score: -10605062.000000 Penalty: 3788.158936
	Iteration 42Q: 3 clusters Score -1.060506e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 109155 members 
Entering Unmasked Estep 
Score: -10605448.000000 Penalty: 3788.158936
	Iteration 43Q: 3 clusters Score -1.060545e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 109952 members 
Entering Unmasked Estep 
Score: -10605768.000000 Penalty: 3788.158936
	Iteration 44Q: 3 clusters Score -1.060577e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 110642 members 
Entering Unmasked Estep 
Score: -10606026.000000 Penalty: 3788.158936
	Iteration 45Q: 3 clusters Score -1.060603e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 111218 members 
Entering Unmasked Estep 
Score: -10606272.000000 Penalty: 3788.158936
	Iteration 46Q: 3 clusters Score -1.060627e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 111716 members 
Entering Unmasked Estep 
Score: -10606470.000000 Penalty: 3788.158936
	Iteration 47Q: 3 clusters Score -1.060647e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 112163 members 
Entering Unmasked Estep 
Score: -10606655.000000 Penalty: 3788.158936
	Iteration 48Q: 3 clusters Score -1.060666e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 112547 members 
Entering Unmasked Estep 
Score: -10606835.000000 Penalty: 3788.158936
	Iteration 49Q: 3 clusters Score -1.060684e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 112873 members 
Entering Unmasked Estep 
Score: -10606957.000000 Penalty: 3788.158936
	Iteration 50Q: 3 clusters Score -1.060696e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 113141 members 
Entering Unmasked Estep 
Score: -10607071.000000 Penalty: 3788.158936
	Iteration 51Q: 3 clusters Score -1.060707e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 113354 members 
Entering Unmasked Estep 
Score: -10607171.000000 Penalty: 3788.158936
	Iteration 52Q: 3 clusters Score -1.060717e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 113525 members 
Entering Unmasked Estep 
Score: -10607230.000000 Penalty: 3788.158936
	Iteration 53Q: 3 clusters Score -1.060723e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 113676 members 
Entering Unmasked Estep 
Score: -10607326.000000 Penalty: 3788.158936
	Iteration 54Q: 3 clusters Score -1.060733e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 113801 members 
Entering Unmasked Estep 
Score: -10607392.000000 Penalty: 3788.158936
	Iteration 55Q: 3 clusters Score -1.060739e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 113917 members 
Entering Unmasked Estep 
Score: -10607431.000000 Penalty: 3788.158936
	Iteration 56Q: 3 clusters Score -1.060743e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 114014 members 
Entering Unmasked Estep 
Score: -10607469.000000 Penalty: 3788.158936
	Iteration 57Q: 3 clusters Score -1.060747e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 114092 members 
Entering Unmasked Estep 
Score: -10607482.000000 Penalty: 3788.158936
	Iteration 58Q: 3 clusters Score -1.060748e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 114146 members 
Entering Unmasked Estep 
Score: -10607521.000000 Penalty: 3788.158936
	Iteration 59Q: 3 clusters Score -1.060752e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 114199 members 
Entering Unmasked Estep 
Score: -10607529.000000 Penalty: 3788.158936
	Iteration 60F: 3 clusters Score -1.060753e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 114241 members 
Entering Unmasked Estep 
Score: -10607550.000000 Penalty: 3788.158936
	Iteration 61Q: 3 clusters Score -1.060755e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 114279 members 
Entering Unmasked Estep 
Score: -10607555.000000 Penalty: 3788.158936
	Iteration 62Q: 3 clusters Score -1.060756e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 114320 members 
Entering Unmasked Estep 
Score: -10607569.000000 Penalty: 3788.158936
	Iteration 63Q: 3 clusters Score -1.060757e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 114359 members 
Entering Unmasked Estep 
Score: -10607581.000000 Penalty: 3788.158936
	Iteration 64Q: 3 clusters Score -1.060758e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 114392 members 
Entering Unmasked Estep 
Score: -10607579.000000 Penalty: 3788.158936
	Iteration 65Q: 3 clusters Score -1.060758e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 114420 members 
Entering Unmasked Estep 
Score: -10607598.000000 Penalty: 3788.158936
	Iteration 66Q: 3 clusters Score -1.06076e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 114438 members 
Entering Unmasked Estep 
Score: -10607600.000000 Penalty: 3788.158936
	Iteration 67Q: 3 clusters Score -1.06076e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 114465 members 
Entering Unmasked Estep 
Score: -10607626.000000 Penalty: 3788.158936
	Iteration 68Q: 3 clusters Score -1.060763e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 114492 members 
Entering Unmasked Estep 
Score: -10607646.000000 Penalty: 3788.158936
	Iteration 69Q: 3 clusters Score -1.060765e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 114516 members 
Entering Unmasked Estep 
Score: -10607647.000000 Penalty: 3788.158936
	Iteration 70Q: 3 clusters Score -1.060765e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 114530 members 
Entering Unmasked Estep 
Score: -10607642.000000 Penalty: 3788.158936
	Iteration 71Q: 3 clusters Score -1.060764e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 114542 members 
Entering Unmasked Estep 
Score: -10607665.000000 Penalty: 3788.158936
	Iteration 72Q: 3 clusters Score -1.060766e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 114555 members 
Entering Unmasked Estep 
Score: -10607664.000000 Penalty: 3788.158936
	Iteration 73Q: 3 clusters Score -1.060766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 114564 members 
Entering Unmasked Estep 
Score: -10607676.000000 Penalty: 3788.158936
	Iteration 74Q: 3 clusters Score -1.060768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 114568 members 
Entering Unmasked Estep 
Score: -10607683.000000 Penalty: 3788.158936
	Iteration 75Q: 3 clusters Score -1.060768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 114575 members 
Entering Unmasked Estep 
Score: -10607680.000000 Penalty: 3788.158936
	Iteration 76Q: 3 clusters Score -1.060768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 114580 members 
Entering Unmasked Estep 
Score: -10607683.000000 Penalty: 3788.158936
	Iteration 77Q: 3 clusters Score -1.060768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 114583 members 
Entering Unmasked Estep 
Score: -10607684.000000 Penalty: 3788.158936
	Iteration 78Q: 3 clusters Score -1.060768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 114585 members 
Entering Unmasked Estep 
Score: -10607694.000000 Penalty: 3788.158936
	Iteration 79Q: 3 clusters Score -1.060769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 114590 members 
Entering Unmasked Estep 
Score: -10607685.000000 Penalty: 3788.158936
	Iteration 80F: 3 clusters Score -1.060768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 114596 members 
Entering Unmasked Estep 
Score: -10607694.000000 Penalty: 3788.158936
	Iteration 81Q: 3 clusters Score -1.060769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 114599 members 
Entering Unmasked Estep 
Score: -10607697.000000 Penalty: 3788.158936
	Iteration 82Q: 3 clusters Score -1.06077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 114602 members 
Entering Unmasked Estep 
Score: -10607694.000000 Penalty: 3788.158936
	Iteration 83Q: 3 clusters Score -1.060769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 114601 members 
Entering Unmasked Estep 
Score: -10607689.000000 Penalty: 3788.158936
	Iteration 84Q: 3 clusters Score -1.060769e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 114601 members 
Entering Unmasked Estep 
Score: -10607689.000000 Penalty: 3788.158936
	Iteration 85F: 3 clusters Score -1.060769e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (124298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124298 members 
Entering Unmasked Estep 
Score: -11784785.000000 Penalty: 1906.196045
	Iteration 0F: 2 clusters Score -1.178478e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62102 members 
Mstep: Class 2 contains 62196 members 
Entering Unmasked Estep 
Score: -11701766.000000 Penalty: 3812.392090
	Iteration 0F: 3 clusters Score -1.170177e+07 nChanged 59669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61119 members 
Mstep: Class 2 contains 63179 members 
Entering Unmasked Estep 
Score: -11736364.000000 Penalty: 3812.392090
	Iteration 1F: 3 clusters Score -1.173636e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60642 members 
Mstep: Class 2 contains 63656 members 
Entering Unmasked Estep 
Score: -11736984.000000 Penalty: 3812.392090
	Iteration 2Q: 3 clusters Score -1.173698e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59937 members 
Mstep: Class 2 contains 64361 members 
Entering Unmasked Estep 
Score: -11737716.000000 Penalty: 3812.392090
	Iteration 3Q: 3 clusters Score -1.173772e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58949 members 
Mstep: Class 2 contains 65349 members 
Entering Unmasked Estep 
Score: -11738597.000000 Penalty: 3812.392090
	Iteration 4Q: 3 clusters Score -1.17386e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57603 members 
Mstep: Class 2 contains 66695 members 
Entering Unmasked Estep 
Score: -11739790.000000 Penalty: 3812.392090
	Iteration 5Q: 3 clusters Score -1.173979e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55682 members 
Mstep: Class 2 contains 68616 members 
Entering Unmasked Estep 
Score: -11741524.000000 Penalty: 3812.392090
	Iteration 6Q: 3 clusters Score -1.174152e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53016 members 
Mstep: Class 2 contains 71282 members 
Entering Unmasked Estep 
Score: -11744216.000000 Penalty: 3812.392090
	Iteration 7Q: 3 clusters Score -1.174422e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49278 members 
Mstep: Class 2 contains 75020 members 
Entering Unmasked Estep 
Score: -11748000.000000 Penalty: 3812.392090
	Iteration 8F: 3 clusters Score -1.1748e+07 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 79715 members 
Entering Unmasked Estep 
Score: -11753136.000000 Penalty: 3812.392090
	Iteration 9F: 3 clusters Score -1.175314e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 84938 members 
Entering Unmasked Estep 
Score: -11758753.000000 Penalty: 3812.392090
	Iteration 10F: 3 clusters Score -1.175875e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 90065 members 
Entering Unmasked Estep 
Score: -11763595.000000 Penalty: 3812.392090
	Iteration 11F: 3 clusters Score -1.17636e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 94840 members 
Entering Unmasked Estep 
Score: -11767004.000000 Penalty: 3812.392090
	Iteration 12Q: 3 clusters Score -1.1767e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 99510 members 
Entering Unmasked Estep 
Score: -11769928.000000 Penalty: 3812.392090
	Iteration 13Q: 3 clusters Score -1.176993e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 104053 members 
Entering Unmasked Estep 
Score: -11772527.000000 Penalty: 3812.392090
	Iteration 14Q: 3 clusters Score -1.177253e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 108350 members 
Entering Unmasked Estep 
Score: -11774932.000000 Penalty: 3812.392090
	Iteration 15Q: 3 clusters Score -1.177493e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 112114 members 
Entering Unmasked Estep 
Score: -11777064.000000 Penalty: 3812.392090
	Iteration 16Q: 3 clusters Score -1.177706e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 115334 members 
Entering Unmasked Estep 
Score: -11778719.000000 Penalty: 3812.392090
	Iteration 17Q: 3 clusters Score -1.177872e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 117842 members 
Entering Unmasked Estep 
Score: -11780090.000000 Penalty: 3812.392090
	Iteration 18Q: 3 clusters Score -1.178009e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 119696 members 
Entering Unmasked Estep 
Score: -11781084.000000 Penalty: 3812.392090
	Iteration 19Q: 3 clusters Score -1.178108e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 120946 members 
Entering Unmasked Estep 
Score: -11781748.000000 Penalty: 3812.392090
	Iteration 20F: 3 clusters Score -1.178175e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 121849 members 
Entering Unmasked Estep 
Score: -11782220.000000 Penalty: 3812.392090
	Iteration 21Q: 3 clusters Score -1.178222e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 122451 members 
Entering Unmasked Estep 
Score: -11782536.000000 Penalty: 3812.392090
	Iteration 22Q: 3 clusters Score -1.178254e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 122834 members 
Entering Unmasked Estep 
Score: -11782749.000000 Penalty: 3812.392090
	Iteration 23Q: 3 clusters Score -1.178275e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 123088 members 
Entering Unmasked Estep 
Score: -11782862.000000 Penalty: 3812.392090
	Iteration 24Q: 3 clusters Score -1.178286e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 123261 members 
Entering Unmasked Estep 
Score: -11782942.000000 Penalty: 3812.392090
	Iteration 25Q: 3 clusters Score -1.178294e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 123366 members 
Entering Unmasked Estep 
Score: -11782999.000000 Penalty: 3812.392090
	Iteration 26Q: 3 clusters Score -1.1783e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 123437 members 
Entering Unmasked Estep 
Score: -11783040.000000 Penalty: 3812.392090
	Iteration 27Q: 3 clusters Score -1.178304e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 123479 members 
Entering Unmasked Estep 
Score: -11783069.000000 Penalty: 3812.392090
	Iteration 28Q: 3 clusters Score -1.178307e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 123512 members 
Entering Unmasked Estep 
Score: -11783077.000000 Penalty: 3812.392090
	Iteration 29Q: 3 clusters Score -1.178308e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 123547 members 
Entering Unmasked Estep 
Score: -11783107.000000 Penalty: 3812.392090
	Iteration 30Q: 3 clusters Score -1.178311e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 123582 members 
Entering Unmasked Estep 
Score: -11783124.000000 Penalty: 3812.392090
	Iteration 31Q: 3 clusters Score -1.178312e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 123613 members 
Entering Unmasked Estep 
Score: -11783131.000000 Penalty: 3812.392090
	Iteration 32Q: 3 clusters Score -1.178313e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 123636 members 
Entering Unmasked Estep 
Score: -11783147.000000 Penalty: 3812.392090
	Iteration 33Q: 3 clusters Score -1.178315e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 123663 members 
Entering Unmasked Estep 
Score: -11783166.000000 Penalty: 3812.392090
	Iteration 34Q: 3 clusters Score -1.178317e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 123679 members 
Entering Unmasked Estep 
Score: -11783183.000000 Penalty: 3812.392090
	Iteration 35Q: 3 clusters Score -1.178318e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 123694 members 
Entering Unmasked Estep 
Score: -11783195.000000 Penalty: 3812.392090
	Iteration 36Q: 3 clusters Score -1.17832e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 123708 members 
Entering Unmasked Estep 
Score: -11783201.000000 Penalty: 3812.392090
	Iteration 37Q: 3 clusters Score -1.17832e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 123714 members 
Entering Unmasked Estep 
Score: -11783202.000000 Penalty: 3812.392090
	Iteration 38Q: 3 clusters Score -1.17832e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 123718 members 
Entering Unmasked Estep 
Score: -11783202.000000 Penalty: 3812.392090
	Iteration 39Q: 3 clusters Score -1.17832e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 123725 members 
Entering Unmasked Estep 
Score: -11783224.000000 Penalty: 3812.392090
	Iteration 40F: 3 clusters Score -1.178322e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 123729 members 
Entering Unmasked Estep 
Score: -11783227.000000 Penalty: 3812.392090
	Iteration 41Q: 3 clusters Score -1.178323e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 123739 members 
Entering Unmasked Estep 
Score: -11783232.000000 Penalty: 3812.392090
	Iteration 42Q: 3 clusters Score -1.178323e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 123745 members 
Entering Unmasked Estep 
Score: -11783246.000000 Penalty: 3812.392090
	Iteration 43Q: 3 clusters Score -1.178325e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 123750 members 
Entering Unmasked Estep 
Score: -11783245.000000 Penalty: 3812.392090
	Iteration 44Q: 3 clusters Score -1.178324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 123751 members 
Entering Unmasked Estep 
Score: -11783243.000000 Penalty: 3812.392090
	Iteration 45Q: 3 clusters Score -1.178324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 123750 members 
Entering Unmasked Estep 
Score: -11783246.000000 Penalty: 3812.392090
	Iteration 46Q: 3 clusters Score -1.178325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 123751 members 
Entering Unmasked Estep 
Score: -11783243.000000 Penalty: 3812.392090
	Iteration 47Q: 3 clusters Score -1.178324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 123751 members 
Entering Unmasked Estep 
Score: -11783250.000000 Penalty: 3812.392090
	Iteration 48Q: 3 clusters Score -1.178325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 123753 members 
Entering Unmasked Estep 
Score: -11783249.000000 Penalty: 3812.392090
	Iteration 49Q: 3 clusters Score -1.178325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 123752 members 
Entering Unmasked Estep 
Score: -11783247.000000 Penalty: 3812.392090
	Iteration 50Q: 3 clusters Score -1.178325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 123751 members 
Entering Unmasked Estep 
Score: -11783250.000000 Penalty: 3812.392090
	Iteration 51Q: 3 clusters Score -1.178325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 123754 members 
Entering Unmasked Estep 
Score: -11783251.000000 Penalty: 3812.392090
	Iteration 52Q: 3 clusters Score -1.178325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 123755 members 
Entering Unmasked Estep 
Score: -11783260.000000 Penalty: 3812.392090
	Iteration 53Q: 3 clusters Score -1.178326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 123758 members 
Entering Unmasked Estep 
Score: -11783266.000000 Penalty: 3812.392090
	Iteration 54Q: 3 clusters Score -1.178327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 123759 members 
Entering Unmasked Estep 
Score: -11783262.000000 Penalty: 3812.392090
	Iteration 55Q: 3 clusters Score -1.178326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 123763 members 
Entering Unmasked Estep 
Score: -11783261.000000 Penalty: 3812.392090
	Iteration 56Q: 3 clusters Score -1.178326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 123767 members 
Entering Unmasked Estep 
Score: -11783262.000000 Penalty: 3812.392090
	Iteration 57Q: 3 clusters Score -1.178326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 123768 members 
Entering Unmasked Estep 
Score: -11783262.000000 Penalty: 3812.392090
	Iteration 58Q: 3 clusters Score -1.178326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 123769 members 
Entering Unmasked Estep 
Score: -11783260.000000 Penalty: 3812.392090
	Iteration 59Q: 3 clusters Score -1.178326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 123768 members 
Entering Unmasked Estep 
Score: -11783267.000000 Penalty: 3812.392090
	Iteration 60F: 3 clusters Score -1.178327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 123767 members 
Entering Unmasked Estep 
Score: -11783266.000000 Penalty: 3812.392090
	Iteration 61Q: 3 clusters Score -1.178327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 123766 members 
Entering Unmasked Estep 
Score: -11783262.000000 Penalty: 3812.392090
	Iteration 62Q: 3 clusters Score -1.178326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 123766 members 
Entering Unmasked Estep 
Score: -11783262.000000 Penalty: 3812.392090
	Iteration 63F: 3 clusters Score -1.178326e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (27196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Entering Unmasked Estep 
Score: -2250684.750000 Penalty: 1659.259033
	Iteration 0F: 2 clusters Score -2250685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -2232370.500000 Penalty: 3318.518066
	Iteration 0F: 3 clusters Score -2232370 nChanged 12418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2239427.250000 Penalty: 3318.518066
	Iteration 1F: 3 clusters Score -2239427 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -2240146.000000 Penalty: 3318.518066
	Iteration 2F: 3 clusters Score -2240146 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -2240978.000000 Penalty: 3318.518066
	Iteration 3F: 3 clusters Score -2240978 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -2241864.750000 Penalty: 3318.518066
	Iteration 4F: 3 clusters Score -2241865 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -2242792.750000 Penalty: 3318.518066
	Iteration 5F: 3 clusters Score -2242793 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2243839.500000 Penalty: 3318.518066
	Iteration 6F: 3 clusters Score -2243840 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2244847.500000 Penalty: 3318.518066
	Iteration 7F: 3 clusters Score -2244848 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2245670.250000 Penalty: 3318.518066
	Iteration 8Q: 3 clusters Score -2245670 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -2246341.750000 Penalty: 3318.518066
	Iteration 9Q: 3 clusters Score -2246342 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2246813.500000 Penalty: 3318.518066
	Iteration 10Q: 3 clusters Score -2246814 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2247128.750000 Penalty: 3318.518066
	Iteration 11Q: 3 clusters Score -2247129 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -2247339.750000 Penalty: 3318.518066
	Iteration 12Q: 3 clusters Score -2247340 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2247505.500000 Penalty: 3318.518066
	Iteration 13Q: 3 clusters Score -2247506 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2247621.500000 Penalty: 3318.518066
	Iteration 14Q: 3 clusters Score -2247622 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -2247715.750000 Penalty: 3318.518066
	Iteration 15Q: 3 clusters Score -2247716 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2247812.250000 Penalty: 3318.518066
	Iteration 16Q: 3 clusters Score -2247812 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2247901.750000 Penalty: 3318.518066
	Iteration 17Q: 3 clusters Score -2247902 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2247983.750000 Penalty: 3318.518066
	Iteration 18Q: 3 clusters Score -2247984 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -2248067.750000 Penalty: 3318.518066
	Iteration 19Q: 3 clusters Score -2248068 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -2248158.250000 Penalty: 3318.518066
	Iteration 20F: 3 clusters Score -2248158 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2248243.750000 Penalty: 3318.518066
	Iteration 21Q: 3 clusters Score -2248244 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -2248326.250000 Penalty: 3318.518066
	Iteration 22Q: 3 clusters Score -2248326 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2248392.750000 Penalty: 3318.518066
	Iteration 23Q: 3 clusters Score -2248393 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -2248465.750000 Penalty: 3318.518066
	Iteration 24Q: 3 clusters Score -2248466 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2248551.000000 Penalty: 3318.518066
	Iteration 25Q: 3 clusters Score -2248551 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2248635.000000 Penalty: 3318.518066
	Iteration 26Q: 3 clusters Score -2248635 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2248709.500000 Penalty: 3318.518066
	Iteration 27Q: 3 clusters Score -2248710 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2248779.750000 Penalty: 3318.518066
	Iteration 28Q: 3 clusters Score -2248780 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2248845.000000 Penalty: 3318.518066
	Iteration 29Q: 3 clusters Score -2248845 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2248887.500000 Penalty: 3318.518066
	Iteration 30Q: 3 clusters Score -2248888 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2248938.000000 Penalty: 3318.518066
	Iteration 31Q: 3 clusters Score -2248938 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2249003.250000 Penalty: 3318.518066
	Iteration 32Q: 3 clusters Score -2249003 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2249063.750000 Penalty: 3318.518066
	Iteration 33Q: 3 clusters Score -2249064 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2249143.250000 Penalty: 3318.518066
	Iteration 34Q: 3 clusters Score -2249143 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2249220.750000 Penalty: 3318.518066
	Iteration 35Q: 3 clusters Score -2249221 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2249295.750000 Penalty: 3318.518066
	Iteration 36Q: 3 clusters Score -2249296 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2249343.000000 Penalty: 3318.518066
	Iteration 37Q: 3 clusters Score -2249343 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2249400.500000 Penalty: 3318.518066
	Iteration 38Q: 3 clusters Score -2249400 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2249440.500000 Penalty: 3318.518066
	Iteration 39Q: 3 clusters Score -2249440 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2249480.000000 Penalty: 3318.518066
	Iteration 40F: 3 clusters Score -2249480 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2249529.500000 Penalty: 3318.518066
	Iteration 41Q: 3 clusters Score -2249530 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2249566.750000 Penalty: 3318.518066
	Iteration 42Q: 3 clusters Score -2249567 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2249592.250000 Penalty: 3318.518066
	Iteration 43Q: 3 clusters Score -2249592 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2249614.250000 Penalty: 3318.518066
	Iteration 44Q: 3 clusters Score -2249614 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2249624.500000 Penalty: 3318.518066
	Iteration 45Q: 3 clusters Score -2249624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2249633.250000 Penalty: 3318.518066
	Iteration 46Q: 3 clusters Score -2249633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2249641.250000 Penalty: 3318.518066
	Iteration 47Q: 3 clusters Score -2249641 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2249649.750000 Penalty: 3318.518066
	Iteration 48Q: 3 clusters Score -2249650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2249659.750000 Penalty: 3318.518066
	Iteration 49Q: 3 clusters Score -2249660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2249675.750000 Penalty: 3318.518066
	Iteration 50Q: 3 clusters Score -2249676 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2249685.500000 Penalty: 3318.518066
	Iteration 51Q: 3 clusters Score -2249686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2249686.500000 Penalty: 3318.518066
	Iteration 52Q: 3 clusters Score -2249686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2249697.000000 Penalty: 3318.518066
	Iteration 53Q: 3 clusters Score -2249697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2249694.750000 Penalty: 3318.518066
	Iteration 54Q: 3 clusters Score -2249695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2249701.500000 Penalty: 3318.518066
	Iteration 55Q: 3 clusters Score -2249702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2249708.250000 Penalty: 3318.518066
	Iteration 56Q: 3 clusters Score -2249708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2249709.250000 Penalty: 3318.518066
	Iteration 57Q: 3 clusters Score -2249709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2249719.500000 Penalty: 3318.518066
	Iteration 58Q: 3 clusters Score -2249720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2249726.750000 Penalty: 3318.518066
	Iteration 59Q: 3 clusters Score -2249727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2249728.750000 Penalty: 3318.518066
	Iteration 60F: 3 clusters Score -2249729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2249731.750000 Penalty: 3318.518066
	Iteration 61Q: 3 clusters Score -2249732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2249732.750000 Penalty: 3318.518066
	Iteration 62Q: 3 clusters Score -2249733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2249737.250000 Penalty: 3318.518066
	Iteration 63Q: 3 clusters Score -2249737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2249742.000000 Penalty: 3318.518066
	Iteration 64Q: 3 clusters Score -2249742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2249750.750000 Penalty: 3318.518066
	Iteration 65Q: 3 clusters Score -2249751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2249752.750000 Penalty: 3318.518066
	Iteration 66Q: 3 clusters Score -2249753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2249754.250000 Penalty: 3318.518066
	Iteration 67Q: 3 clusters Score -2249754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2249756.000000 Penalty: 3318.518066
	Iteration 68Q: 3 clusters Score -2249756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2249756.750000 Penalty: 3318.518066
	Iteration 69Q: 3 clusters Score -2249757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2249761.250000 Penalty: 3318.518066
	Iteration 70Q: 3 clusters Score -2249761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2249760.000000 Penalty: 3318.518066
	Iteration 71Q: 3 clusters Score -2249760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2249760.750000 Penalty: 3318.518066
	Iteration 72Q: 3 clusters Score -2249761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2249760.750000 Penalty: 3318.518066
	Iteration 73Q: 3 clusters Score -2249761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2249763.250000 Penalty: 3318.518066
	Iteration 74Q: 3 clusters Score -2249763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2249762.750000 Penalty: 3318.518066
	Iteration 75Q: 3 clusters Score -2249763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2249762.750000 Penalty: 3318.518066
	Iteration 76F: 3 clusters Score -2249763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (63651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63651 members 
Entering Unmasked Estep 
Score: -5895818.500000 Penalty: 1797.440186
	Iteration 0F: 2 clusters Score -5895818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -5853261.500000 Penalty: 3594.880371
	Iteration 0F: 3 clusters Score -5853262 nChanged 30129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -5870766.500000 Penalty: 3594.880371
	Iteration 1F: 3 clusters Score -5870766 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -5872252.000000 Penalty: 3594.880371
	Iteration 2F: 3 clusters Score -5872252 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -5874788.500000 Penalty: 3594.880371
	Iteration 3F: 3 clusters Score -5874788 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47295 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -5878837.500000 Penalty: 3594.880371
	Iteration 4F: 3 clusters Score -5878838 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52845 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -5883993.000000 Penalty: 3594.880371
	Iteration 5F: 3 clusters Score -5883993 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57687 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -5888723.000000 Penalty: 3594.880371
	Iteration 6F: 3 clusters Score -5888723 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60852 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -5891758.500000 Penalty: 3594.880371
	Iteration 7Q: 3 clusters Score -5891758 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62414 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -5893258.000000 Penalty: 3594.880371
	Iteration 8Q: 3 clusters Score -5893258 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63027 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5893840.000000 Penalty: 3594.880371
	Iteration 9Q: 3 clusters Score -5893840 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63241 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5894079.500000 Penalty: 3594.880371
	Iteration 10Q: 3 clusters Score -5894080 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63316 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5894154.500000 Penalty: 3594.880371
	Iteration 11Q: 3 clusters Score -5894154 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63342 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5894208.500000 Penalty: 3594.880371
	Iteration 12Q: 3 clusters Score -5894208 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63353 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5894260.000000 Penalty: 3594.880371
	Iteration 13Q: 3 clusters Score -5894260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63359 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5894283.000000 Penalty: 3594.880371
	Iteration 14Q: 3 clusters Score -5894283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63355 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5894296.500000 Penalty: 3594.880371
	Iteration 15Q: 3 clusters Score -5894296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63358 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5894308.000000 Penalty: 3594.880371
	Iteration 16Q: 3 clusters Score -5894308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63359 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5894318.000000 Penalty: 3594.880371
	Iteration 17Q: 3 clusters Score -5894318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63359 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5894325.000000 Penalty: 3594.880371
	Iteration 18Q: 3 clusters Score -5894325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63360 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5894326.500000 Penalty: 3594.880371
	Iteration 19Q: 3 clusters Score -5894326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63361 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5894325.000000 Penalty: 3594.880371
	Iteration 20F: 3 clusters Score -5894325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63361 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5894327.500000 Penalty: 3594.880371
	Iteration 21Q: 3 clusters Score -5894328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63361 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5894331.000000 Penalty: 3594.880371
	Iteration 22Q: 3 clusters Score -5894331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63362 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5894333.000000 Penalty: 3594.880371
	Iteration 23Q: 3 clusters Score -5894333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63363 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5894332.500000 Penalty: 3594.880371
	Iteration 24Q: 3 clusters Score -5894332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63363 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5894332.500000 Penalty: 3594.880371
	Iteration 25F: 3 clusters Score -5894332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Entering Unmasked Estep 
Score: -1365616.000000 Penalty: 1565.807495
	Iteration 0F: 2 clusters Score -1365616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1355056.500000 Penalty: 3131.614990
	Iteration 0F: 3 clusters Score -1355056 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1358770.500000 Penalty: 3131.614990
	Iteration 1F: 3 clusters Score -1358770 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1359096.250000 Penalty: 3131.614990
	Iteration 2F: 3 clusters Score -1359096 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1359443.125000 Penalty: 3131.614990
	Iteration 3Q: 3 clusters Score -1359443 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1359861.125000 Penalty: 3131.614990
	Iteration 4F: 3 clusters Score -1359861 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1360343.500000 Penalty: 3131.614990
	Iteration 5F: 3 clusters Score -1360344 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1360891.000000 Penalty: 3131.614990
	Iteration 6F: 3 clusters Score -1360891 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1361425.625000 Penalty: 3131.614990
	Iteration 7F: 3 clusters Score -1361426 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1361940.875000 Penalty: 3131.614990
	Iteration 8F: 3 clusters Score -1361941 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1362415.125000 Penalty: 3131.614990
	Iteration 9Q: 3 clusters Score -1362415 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1362910.875000 Penalty: 3131.614990
	Iteration 10Q: 3 clusters Score -1362911 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1363318.750000 Penalty: 3131.614990
	Iteration 11Q: 3 clusters Score -1363319 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1363627.125000 Penalty: 3131.614990
	Iteration 12Q: 3 clusters Score -1363627 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1363886.125000 Penalty: 3131.614990
	Iteration 13Q: 3 clusters Score -1363886 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1364089.750000 Penalty: 3131.614990
	Iteration 14Q: 3 clusters Score -1364090 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1364238.125000 Penalty: 3131.614990
	Iteration 15Q: 3 clusters Score -1364238 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -1364320.625000 Penalty: 3131.614990
	Iteration 16Q: 3 clusters Score -1364321 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1364397.750000 Penalty: 3131.614990
	Iteration 17Q: 3 clusters Score -1364398 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1364475.375000 Penalty: 3131.614990
	Iteration 18Q: 3 clusters Score -1364475 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1364531.250000 Penalty: 3131.614990
	Iteration 19Q: 3 clusters Score -1364531 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1364568.625000 Penalty: 3131.614990
	Iteration 20F: 3 clusters Score -1364569 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1364608.750000 Penalty: 3131.614990
	Iteration 21Q: 3 clusters Score -1364609 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1364648.875000 Penalty: 3131.614990
	Iteration 22Q: 3 clusters Score -1364649 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1364685.625000 Penalty: 3131.614990
	Iteration 23Q: 3 clusters Score -1364686 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1364715.250000 Penalty: 3131.614990
	Iteration 24Q: 3 clusters Score -1364715 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1364730.125000 Penalty: 3131.614990
	Iteration 25Q: 3 clusters Score -1364730 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1364741.500000 Penalty: 3131.614990
	Iteration 26Q: 3 clusters Score -1364742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1364753.750000 Penalty: 3131.614990
	Iteration 27Q: 3 clusters Score -1364754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1364758.750000 Penalty: 3131.614990
	Iteration 28Q: 3 clusters Score -1364759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1364761.125000 Penalty: 3131.614990
	Iteration 29Q: 3 clusters Score -1364761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1364767.375000 Penalty: 3131.614990
	Iteration 30Q: 3 clusters Score -1364767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1364768.750000 Penalty: 3131.614990
	Iteration 31Q: 3 clusters Score -1364769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1364771.000000 Penalty: 3131.614990
	Iteration 32Q: 3 clusters Score -1364771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1364773.250000 Penalty: 3131.614990
	Iteration 33Q: 3 clusters Score -1364773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -1364776.875000 Penalty: 3131.614990
	Iteration 34Q: 3 clusters Score -1364777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1364779.250000 Penalty: 3131.614990
	Iteration 35Q: 3 clusters Score -1364779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1364783.000000 Penalty: 3131.614990
	Iteration 36Q: 3 clusters Score -1364783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1364782.250000 Penalty: 3131.614990
	Iteration 37Q: 3 clusters Score -1364782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1364782.875000 Penalty: 3131.614990
	Iteration 38Q: 3 clusters Score -1364783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1364786.000000 Penalty: 3131.614990
	Iteration 39Q: 3 clusters Score -1364786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1364786.125000 Penalty: 3131.614990
	Iteration 40F: 3 clusters Score -1364786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1364786.125000 Penalty: 3131.614990
	Iteration 41Q: 3 clusters Score -1364786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1364785.000000 Penalty: 3131.614990
	Iteration 42Q: 3 clusters Score -1364785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1364787.875000 Penalty: 3131.614990
	Iteration 43Q: 3 clusters Score -1364788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1364787.875000 Penalty: 3131.614990
	Iteration 44F: 3 clusters Score -1364788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Entering Unmasked Estep 
Score: -307806.000000 Penalty: 1327.884888
	Iteration 0F: 2 clusters Score -307806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -304747.750000 Penalty: 2655.769775
	Iteration 0F: 3 clusters Score -304747.8 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -305494.937500 Penalty: 2655.769775
	Iteration 1F: 3 clusters Score -305494.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -305664.875000 Penalty: 2655.769775
	Iteration 2F: 3 clusters Score -305664.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -305803.281250 Penalty: 2655.769775
	Iteration 3F: 3 clusters Score -305803.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -305948.343750 Penalty: 2655.769775
	Iteration 4Q: 3 clusters Score -305948.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -306065.218750 Penalty: 2655.769775
	Iteration 5Q: 3 clusters Score -306065.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -306158.718750 Penalty: 2655.769775
	Iteration 6Q: 3 clusters Score -306158.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -306249.156250 Penalty: 2655.769775
	Iteration 7Q: 3 clusters Score -306249.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -306327.312500 Penalty: 2655.769775
	Iteration 8Q: 3 clusters Score -306327.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -306383.812500 Penalty: 2655.769775
	Iteration 9Q: 3 clusters Score -306383.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -306440.125000 Penalty: 2655.769775
	Iteration 10Q: 3 clusters Score -306440.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -306490.781250 Penalty: 2655.769775
	Iteration 11Q: 3 clusters Score -306490.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -306532.531250 Penalty: 2655.769775
	Iteration 12Q: 3 clusters Score -306532.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -306577.468750 Penalty: 2655.769775
	Iteration 13Q: 3 clusters Score -306577.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -306625.125000 Penalty: 2655.769775
	Iteration 14Q: 3 clusters Score -306625.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -306673.375000 Penalty: 2655.769775
	Iteration 15Q: 3 clusters Score -306673.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -306725.468750 Penalty: 2655.769775
	Iteration 16Q: 3 clusters Score -306725.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -306765.937500 Penalty: 2655.769775
	Iteration 17Q: 3 clusters Score -306765.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -306802.937500 Penalty: 2655.769775
	Iteration 18Q: 3 clusters Score -306802.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -306824.781250 Penalty: 2655.769775
	Iteration 19Q: 3 clusters Score -306824.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -306843.281250 Penalty: 2655.769775
	Iteration 20F: 3 clusters Score -306843.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -306861.562500 Penalty: 2655.769775
	Iteration 21Q: 3 clusters Score -306861.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -306871.375000 Penalty: 2655.769775
	Iteration 22Q: 3 clusters Score -306871.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -306875.281250 Penalty: 2655.769775
	Iteration 23Q: 3 clusters Score -306875.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -306879.218750 Penalty: 2655.769775
	Iteration 24Q: 3 clusters Score -306879.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -306882.187500 Penalty: 2655.769775
	Iteration 25Q: 3 clusters Score -306882.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -306882.250000 Penalty: 2655.769775
	Iteration 26Q: 3 clusters Score -306882.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -306883.156250 Penalty: 2655.769775
	Iteration 27Q: 3 clusters Score -306883.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -306883.593750 Penalty: 2655.769775
	Iteration 28Q: 3 clusters Score -306883.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -306884.218750 Penalty: 2655.769775
	Iteration 29Q: 3 clusters Score -306884.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -306884.250000 Penalty: 2655.769775
	Iteration 30Q: 3 clusters Score -306884.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -306884.718750 Penalty: 2655.769775
	Iteration 31Q: 3 clusters Score -306884.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -306885.468750 Penalty: 2655.769775
	Iteration 32Q: 3 clusters Score -306885.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -306886.156250 Penalty: 2655.769775
	Iteration 33Q: 3 clusters Score -306886.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -306886.750000 Penalty: 2655.769775
	Iteration 34Q: 3 clusters Score -306886.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -306887.031250 Penalty: 2655.769775
	Iteration 35Q: 3 clusters Score -306887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -306888.375000 Penalty: 2655.769775
	Iteration 36Q: 3 clusters Score -306888.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -306889.437500 Penalty: 2655.769775
	Iteration 37Q: 3 clusters Score -306889.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -306889.437500 Penalty: 2655.769775
	Iteration 38F: 3 clusters Score -306889.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (59719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59719 members 
Entering Unmasked Estep 
Score: -5501789.000000 Penalty: 1787.078369
	Iteration 0F: 2 clusters Score -5501789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -5461747.500000 Penalty: 3574.156738
	Iteration 0F: 3 clusters Score -5461748 nChanged 28245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -5477911.000000 Penalty: 3574.156738
	Iteration 1F: 3 clusters Score -5477911 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -5478327.500000 Penalty: 3574.156738
	Iteration 2Q: 3 clusters Score -5478328 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -5478742.000000 Penalty: 3574.156738
	Iteration 3Q: 3 clusters Score -5478742 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -5479182.000000 Penalty: 3574.156738
	Iteration 4Q: 3 clusters Score -5479182 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -5479709.000000 Penalty: 3574.156738
	Iteration 5Q: 3 clusters Score -5479709 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -5480274.500000 Penalty: 3574.156738
	Iteration 6Q: 3 clusters Score -5480274 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -5481050.500000 Penalty: 3574.156738
	Iteration 7Q: 3 clusters Score -5481050 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -5482302.500000 Penalty: 3574.156738
	Iteration 8Q: 3 clusters Score -5482302 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -5483936.000000 Penalty: 3574.156738
	Iteration 9Q: 3 clusters Score -5483936 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -5486075.500000 Penalty: 3574.156738
	Iteration 10F: 3 clusters Score -5486076 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -5488394.000000 Penalty: 3574.156738
	Iteration 11F: 3 clusters Score -5488394 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -5490426.500000 Penalty: 3574.156738
	Iteration 12F: 3 clusters Score -5490426 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 46810 members 
Entering Unmasked Estep 
Score: -5491960.000000 Penalty: 3574.156738
	Iteration 13Q: 3 clusters Score -5491960 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 48409 members 
Entering Unmasked Estep 
Score: -5493021.000000 Penalty: 3574.156738
	Iteration 14Q: 3 clusters Score -5493021 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 49855 members 
Entering Unmasked Estep 
Score: -5493841.500000 Penalty: 3574.156738
	Iteration 15Q: 3 clusters Score -5493842 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 51241 members 
Entering Unmasked Estep 
Score: -5494595.500000 Penalty: 3574.156738
	Iteration 16Q: 3 clusters Score -5494596 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 52543 members 
Entering Unmasked Estep 
Score: -5495358.500000 Penalty: 3574.156738
	Iteration 17Q: 3 clusters Score -5495358 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 53762 members 
Entering Unmasked Estep 
Score: -5496125.000000 Penalty: 3574.156738
	Iteration 18Q: 3 clusters Score -5496125 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 54904 members 
Entering Unmasked Estep 
Score: -5496836.000000 Penalty: 3574.156738
	Iteration 19Q: 3 clusters Score -5496836 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 55939 members 
Entering Unmasked Estep 
Score: -5497525.500000 Penalty: 3574.156738
	Iteration 20F: 3 clusters Score -5497526 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 56827 members 
Entering Unmasked Estep 
Score: -5498177.500000 Penalty: 3574.156738
	Iteration 21Q: 3 clusters Score -5498178 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 57582 members 
Entering Unmasked Estep 
Score: -5498714.000000 Penalty: 3574.156738
	Iteration 22Q: 3 clusters Score -5498714 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 58167 members 
Entering Unmasked Estep 
Score: -5499168.500000 Penalty: 3574.156738
	Iteration 23Q: 3 clusters Score -5499168 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 58626 members 
Entering Unmasked Estep 
Score: -5499574.500000 Penalty: 3574.156738
	Iteration 24Q: 3 clusters Score -5499574 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 58953 members 
Entering Unmasked Estep 
Score: -5499806.000000 Penalty: 3574.156738
	Iteration 25Q: 3 clusters Score -5499806 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 59144 members 
Entering Unmasked Estep 
Score: -5499934.500000 Penalty: 3574.156738
	Iteration 26Q: 3 clusters Score -5499934 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 59259 members 
Entering Unmasked Estep 
Score: -5500032.500000 Penalty: 3574.156738
	Iteration 27Q: 3 clusters Score -5500032 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 59337 members 
Entering Unmasked Estep 
Score: -5500091.500000 Penalty: 3574.156738
	Iteration 28Q: 3 clusters Score -5500092 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 59390 members 
Entering Unmasked Estep 
Score: -5500146.500000 Penalty: 3574.156738
	Iteration 29Q: 3 clusters Score -5500146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 59414 members 
Entering Unmasked Estep 
Score: -5500170.500000 Penalty: 3574.156738
	Iteration 30Q: 3 clusters Score -5500170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 59429 members 
Entering Unmasked Estep 
Score: -5500192.500000 Penalty: 3574.156738
	Iteration 31Q: 3 clusters Score -5500192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 59442 members 
Entering Unmasked Estep 
Score: -5500204.500000 Penalty: 3574.156738
	Iteration 32Q: 3 clusters Score -5500204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 59450 members 
Entering Unmasked Estep 
Score: -5500214.000000 Penalty: 3574.156738
	Iteration 33Q: 3 clusters Score -5500214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 59457 members 
Entering Unmasked Estep 
Score: -5500220.000000 Penalty: 3574.156738
	Iteration 34Q: 3 clusters Score -5500220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 59462 members 
Entering Unmasked Estep 
Score: -5500225.500000 Penalty: 3574.156738
	Iteration 35Q: 3 clusters Score -5500226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 59469 members 
Entering Unmasked Estep 
Score: -5500234.000000 Penalty: 3574.156738
	Iteration 36Q: 3 clusters Score -5500234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 59471 members 
Entering Unmasked Estep 
Score: -5500237.500000 Penalty: 3574.156738
	Iteration 37Q: 3 clusters Score -5500238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 59470 members 
Entering Unmasked Estep 
Score: -5500239.000000 Penalty: 3574.156738
	Iteration 38Q: 3 clusters Score -5500239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 59470 members 
Entering Unmasked Estep 
Score: -5500239.000000 Penalty: 3574.156738
	Iteration 39F: 3 clusters Score -5500239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -27632.052734 Penalty: 937.352173
	Iteration 0F: 2 clusters Score -27632.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -26740.144531 Penalty: 1874.704346
	Iteration 0F: 3 clusters Score -26740.14 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -26845.128906 Penalty: 1874.704346
	Iteration 1F: 3 clusters Score -26845.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -26881.224609 Penalty: 1874.704346
	Iteration 2Q: 3 clusters Score -26881.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26905.708984 Penalty: 1874.704346
	Iteration 3Q: 3 clusters Score -26905.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -26914.082031 Penalty: 1874.704346
	Iteration 4Q: 3 clusters Score -26914.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26914.832031 Penalty: 1874.704346
	Iteration 5Q: 3 clusters Score -26914.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -26921.880859 Penalty: 1874.704346
	Iteration 6Q: 3 clusters Score -26921.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -26924.072266 Penalty: 1874.704346
	Iteration 7Q: 3 clusters Score -26924.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -26924.072266 Penalty: 1874.704346
	Iteration 8F: 3 clusters Score -26924.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Entering Unmasked Estep 
Score: -91409.500000 Penalty: 1165.394165
	Iteration 0F: 2 clusters Score -91409.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -89799.234375 Penalty: 2330.788330
	Iteration 0F: 3 clusters Score -89799.23 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -90452.929688 Penalty: 2330.788330
	Iteration 1F: 3 clusters Score -90452.93 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -90794.914062 Penalty: 2330.788330
	Iteration 2F: 3 clusters Score -90794.91 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -91058.742188 Penalty: 2330.788330
	Iteration 3F: 3 clusters Score -91058.74 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -91209.375000 Penalty: 2330.788330
	Iteration 4F: 3 clusters Score -91209.38 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -91300.851562 Penalty: 2330.788330
	Iteration 5Q: 3 clusters Score -91300.85 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -91371.101562 Penalty: 2330.788330
	Iteration 6Q: 3 clusters Score -91371.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -91429.289062 Penalty: 2330.788330
	Iteration 7Q: 3 clusters Score -91429.29 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -91473.851562 Penalty: 2330.788330
	Iteration 8Q: 3 clusters Score -91473.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -91503.609375 Penalty: 2330.788330
	Iteration 9Q: 3 clusters Score -91503.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -91527.953125 Penalty: 2330.788330
	Iteration 10Q: 3 clusters Score -91527.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -91545.414062 Penalty: 2330.788330
	Iteration 11Q: 3 clusters Score -91545.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -91559.789062 Penalty: 2330.788330
	Iteration 12Q: 3 clusters Score -91559.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -91570.750000 Penalty: 2330.788330
	Iteration 13Q: 3 clusters Score -91570.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -91575.851562 Penalty: 2330.788330
	Iteration 14Q: 3 clusters Score -91575.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -91577.117188 Penalty: 2330.788330
	Iteration 15Q: 3 clusters Score -91577.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -91578.046875 Penalty: 2330.788330
	Iteration 16Q: 3 clusters Score -91578.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -91578.046875 Penalty: 2330.788330
	Iteration 17F: 3 clusters Score -91578.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 52482 members 
Mstep: Class 3 contains 27572 members 
Mstep: Class 4 contains 10954 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115367 members 
Mstep: Class 7 contains 124298 members 
Mstep: Class 8 contains 27196 members 
Mstep: Class 9 contains 63651 members 
Mstep: Class 10 contains 15302 members 
Mstep: Class 11 contains 3539 members 
Mstep: Class 12 contains 59719 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 2100 members 
Mstep: Class 16 contains 39980 members 
Mstep: Class 17 contains 6358 members 
Mstep: Class 18 contains 59407 members 
Mstep: Class 19 contains 7198 members 
Mstep: Class 20 contains 13104 members 
Mstep: Class 21 contains 13899 members 
Mstep: Class 22 contains 7660 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10489 members 
Mstep: Class 26 contains 18960 members 
Mstep: Class 27 contains 73120 members 
Mstep: Class 28 contains 1334 members 
Mstep: Class 29 contains 1342 members 
Mstep: Class 30 contains 1009 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 8187 members 
Mstep: Class 34 contains 1257 members 
Mstep: Class 35 contains 7533 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9055 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 90065 members 
Mstep: Class 41 contains 6828 members 
Mstep: Class 42 contains 2399 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2895 members 
Mstep: Class 45 contains 3819 members 
Mstep: Class 46 contains 2084 members 
Mstep: Class 47 contains 41278 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 611 members 
Mstep: Class 50 contains 861 members 
Entering Unmasked Estep 
Score: -84470472.000000 Penalty: 111905.187500
Splitting cluster 14 changes total score from -84471440.000000 to -84470472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (2100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Entering Unmasked Estep 
Score: -178272.703125 Penalty: 1243.075073
	Iteration 0F: 2 clusters Score -178272.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -176151.328125 Penalty: 2486.150146
	Iteration 0F: 3 clusters Score -176151.3 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -176642.156250 Penalty: 2486.150146
	Iteration 1F: 3 clusters Score -176642.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -176784.968750 Penalty: 2486.150146
	Iteration 2F: 3 clusters Score -176785 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -176897.656250 Penalty: 2486.150146
	Iteration 3F: 3 clusters Score -176897.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -176986.171875 Penalty: 2486.150146
	Iteration 4Q: 3 clusters Score -176986.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -177065.421875 Penalty: 2486.150146
	Iteration 5Q: 3 clusters Score -177065.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -177148.906250 Penalty: 2486.150146
	Iteration 6Q: 3 clusters Score -177148.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -177246.578125 Penalty: 2486.150146
	Iteration 7Q: 3 clusters Score -177246.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -177364.593750 Penalty: 2486.150146
	Iteration 8Q: 3 clusters Score -177364.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -177500.906250 Penalty: 2486.150146
	Iteration 9Q: 3 clusters Score -177500.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -177625.593750 Penalty: 2486.150146
	Iteration 10Q: 3 clusters Score -177625.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -177699.328125 Penalty: 2486.150146
	Iteration 11Q: 3 clusters Score -177699.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -177739.109375 Penalty: 2486.150146
	Iteration 12Q: 3 clusters Score -177739.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -177754.921875 Penalty: 2486.150146
	Iteration 13Q: 3 clusters Score -177754.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -177766.171875 Penalty: 2486.150146
	Iteration 14Q: 3 clusters Score -177766.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -177771.796875 Penalty: 2486.150146
	Iteration 15Q: 3 clusters Score -177771.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -177777.703125 Penalty: 2486.150146
	Iteration 16Q: 3 clusters Score -177777.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -177782.531250 Penalty: 2486.150146
	Iteration 17Q: 3 clusters Score -177782.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -177784.109375 Penalty: 2486.150146
	Iteration 18Q: 3 clusters Score -177784.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -177788.312500 Penalty: 2486.150146
	Iteration 19Q: 3 clusters Score -177788.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -177793.734375 Penalty: 2486.150146
	Iteration 20F: 3 clusters Score -177793.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -177797.812500 Penalty: 2486.150146
	Iteration 21Q: 3 clusters Score -177797.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -177802.921875 Penalty: 2486.150146
	Iteration 22Q: 3 clusters Score -177802.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -177804.390625 Penalty: 2486.150146
	Iteration 23Q: 3 clusters Score -177804.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -177804.765625 Penalty: 2486.150146
	Iteration 24Q: 3 clusters Score -177804.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -177804.765625 Penalty: 2486.150146
	Iteration 25F: 3 clusters Score -177804.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (39980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Entering Unmasked Estep 
Score: -3644745.500000 Penalty: 1721.871826
	Iteration 0F: 2 clusters Score -3644746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -3618078.750000 Penalty: 3443.743652
	Iteration 0F: 3 clusters Score -3618079 nChanged 18567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -3628505.250000 Penalty: 3443.743652
	Iteration 1F: 3 clusters Score -3628505 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -3629097.250000 Penalty: 3443.743652
	Iteration 2Q: 3 clusters Score -3629097 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -3629769.000000 Penalty: 3443.743652
	Iteration 3Q: 3 clusters Score -3629769 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -3630589.000000 Penalty: 3443.743652
	Iteration 4Q: 3 clusters Score -3630589 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -3631600.250000 Penalty: 3443.743652
	Iteration 5Q: 3 clusters Score -3631600 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -3632866.750000 Penalty: 3443.743652
	Iteration 6F: 3 clusters Score -3632867 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -3634297.250000 Penalty: 3443.743652
	Iteration 7F: 3 clusters Score -3634297 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -3635607.000000 Penalty: 3443.743652
	Iteration 8F: 3 clusters Score -3635607 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -3636667.750000 Penalty: 3443.743652
	Iteration 9Q: 3 clusters Score -3636668 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -3637353.250000 Penalty: 3443.743652
	Iteration 10Q: 3 clusters Score -3637353 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -3637813.750000 Penalty: 3443.743652
	Iteration 11Q: 3 clusters Score -3637814 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -3638122.000000 Penalty: 3443.743652
	Iteration 12Q: 3 clusters Score -3638122 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -3638408.000000 Penalty: 3443.743652
	Iteration 13Q: 3 clusters Score -3638408 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -3638650.750000 Penalty: 3443.743652
	Iteration 14Q: 3 clusters Score -3638651 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -3638991.250000 Penalty: 3443.743652
	Iteration 15Q: 3 clusters Score -3638991 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -3639271.250000 Penalty: 3443.743652
	Iteration 16Q: 3 clusters Score -3639271 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -3639546.000000 Penalty: 3443.743652
	Iteration 17Q: 3 clusters Score -3639546 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -3639777.750000 Penalty: 3443.743652
	Iteration 18Q: 3 clusters Score -3639778 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -3639990.250000 Penalty: 3443.743652
	Iteration 19Q: 3 clusters Score -3639990 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -3640211.500000 Penalty: 3443.743652
	Iteration 20F: 3 clusters Score -3640212 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -3640400.750000 Penalty: 3443.743652
	Iteration 21Q: 3 clusters Score -3640401 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -3640583.000000 Penalty: 3443.743652
	Iteration 22Q: 3 clusters Score -3640583 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -3640768.250000 Penalty: 3443.743652
	Iteration 23Q: 3 clusters Score -3640768 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -3640974.000000 Penalty: 3443.743652
	Iteration 24Q: 3 clusters Score -3640974 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -3641208.500000 Penalty: 3443.743652
	Iteration 25Q: 3 clusters Score -3641208 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -3641421.250000 Penalty: 3443.743652
	Iteration 26Q: 3 clusters Score -3641421 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -3641639.250000 Penalty: 3443.743652
	Iteration 27Q: 3 clusters Score -3641639 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -3641871.250000 Penalty: 3443.743652
	Iteration 28Q: 3 clusters Score -3641871 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -3642073.750000 Penalty: 3443.743652
	Iteration 29Q: 3 clusters Score -3642074 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -3642273.250000 Penalty: 3443.743652
	Iteration 30Q: 3 clusters Score -3642273 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -3642455.000000 Penalty: 3443.743652
	Iteration 31Q: 3 clusters Score -3642455 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -3642642.250000 Penalty: 3443.743652
	Iteration 32Q: 3 clusters Score -3642642 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -3642826.500000 Penalty: 3443.743652
	Iteration 33Q: 3 clusters Score -3642826 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -3642958.000000 Penalty: 3443.743652
	Iteration 34Q: 3 clusters Score -3642958 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -3643083.750000 Penalty: 3443.743652
	Iteration 35Q: 3 clusters Score -3643084 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -3643173.000000 Penalty: 3443.743652
	Iteration 36Q: 3 clusters Score -3643173 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3643232.000000 Penalty: 3443.743652
	Iteration 37Q: 3 clusters Score -3643232 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -3643278.500000 Penalty: 3443.743652
	Iteration 38Q: 3 clusters Score -3643278 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -3643345.250000 Penalty: 3443.743652
	Iteration 39Q: 3 clusters Score -3643345 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3643384.250000 Penalty: 3443.743652
	Iteration 40F: 3 clusters Score -3643384 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -3643409.250000 Penalty: 3443.743652
	Iteration 41Q: 3 clusters Score -3643409 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3643463.750000 Penalty: 3443.743652
	Iteration 42Q: 3 clusters Score -3643464 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3643516.500000 Penalty: 3443.743652
	Iteration 43Q: 3 clusters Score -3643516 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3643588.000000 Penalty: 3443.743652
	Iteration 44Q: 3 clusters Score -3643588 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3643659.250000 Penalty: 3443.743652
	Iteration 45Q: 3 clusters Score -3643659 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3643735.750000 Penalty: 3443.743652
	Iteration 46Q: 3 clusters Score -3643736 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3643792.750000 Penalty: 3443.743652
	Iteration 47Q: 3 clusters Score -3643793 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3643829.750000 Penalty: 3443.743652
	Iteration 48Q: 3 clusters Score -3643830 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3643854.500000 Penalty: 3443.743652
	Iteration 49Q: 3 clusters Score -3643854 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3643868.250000 Penalty: 3443.743652
	Iteration 50Q: 3 clusters Score -3643868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3643875.000000 Penalty: 3443.743652
	Iteration 51Q: 3 clusters Score -3643875 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3643872.750000 Penalty: 3443.743652
	Iteration 52Q: 3 clusters Score -3643873 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3643887.000000 Penalty: 3443.743652
	Iteration 53Q: 3 clusters Score -3643887 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3643885.000000 Penalty: 3443.743652
	Iteration 54Q: 3 clusters Score -3643885 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3643900.000000 Penalty: 3443.743652
	Iteration 55Q: 3 clusters Score -3643900 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3643910.750000 Penalty: 3443.743652
	Iteration 56Q: 3 clusters Score -3643911 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3643917.000000 Penalty: 3443.743652
	Iteration 57Q: 3 clusters Score -3643917 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3643927.000000 Penalty: 3443.743652
	Iteration 58Q: 3 clusters Score -3643927 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3643923.250000 Penalty: 3443.743652
	Iteration 59Q: 3 clusters Score -3643923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3643932.750000 Penalty: 3443.743652
	Iteration 60F: 3 clusters Score -3643933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3643940.500000 Penalty: 3443.743652
	Iteration 61Q: 3 clusters Score -3643940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3643932.500000 Penalty: 3443.743652
	Iteration 62Q: 3 clusters Score -3643932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3643932.000000 Penalty: 3443.743652
	Iteration 63Q: 3 clusters Score -3643932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3643937.750000 Penalty: 3443.743652
	Iteration 64Q: 3 clusters Score -3643938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3643938.500000 Penalty: 3443.743652
	Iteration 65Q: 3 clusters Score -3643938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3643939.250000 Penalty: 3443.743652
	Iteration 66Q: 3 clusters Score -3643939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3643939.250000 Penalty: 3443.743652
	Iteration 67F: 3 clusters Score -3643939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Entering Unmasked Estep 
Score: -572766.687500 Penalty: 1423.088745
	Iteration 0F: 2 clusters Score -572766.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -567963.437500 Penalty: 2846.177490
	Iteration 0F: 3 clusters Score -567963.4 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -569420.187500 Penalty: 2846.177490
	Iteration 1F: 3 clusters Score -569420.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -569822.687500 Penalty: 2846.177490
	Iteration 2F: 3 clusters Score -569822.7 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -570340.125000 Penalty: 2846.177490
	Iteration 3F: 3 clusters Score -570340.1 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -570971.437500 Penalty: 2846.177490
	Iteration 4F: 3 clusters Score -570971.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -571612.812500 Penalty: 2846.177490
	Iteration 5F: 3 clusters Score -571612.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -572025.187500 Penalty: 2846.177490
	Iteration 6F: 3 clusters Score -572025.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -572254.250000 Penalty: 2846.177490
	Iteration 7Q: 3 clusters Score -572254.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -572390.250000 Penalty: 2846.177490
	Iteration 8Q: 3 clusters Score -572390.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -572474.375000 Penalty: 2846.177490
	Iteration 9Q: 3 clusters Score -572474.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -572512.375000 Penalty: 2846.177490
	Iteration 10Q: 3 clusters Score -572512.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -572530.875000 Penalty: 2846.177490
	Iteration 11Q: 3 clusters Score -572530.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -572538.250000 Penalty: 2846.177490
	Iteration 12Q: 3 clusters Score -572538.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -572542.437500 Penalty: 2846.177490
	Iteration 13Q: 3 clusters Score -572542.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -572545.500000 Penalty: 2846.177490
	Iteration 14Q: 3 clusters Score -572545.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -572549.437500 Penalty: 2846.177490
	Iteration 15Q: 3 clusters Score -572549.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -572550.500000 Penalty: 2846.177490
	Iteration 16Q: 3 clusters Score -572550.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -572552.562500 Penalty: 2846.177490
	Iteration 17Q: 3 clusters Score -572552.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -572552.375000 Penalty: 2846.177490
	Iteration 18Q: 3 clusters Score -572552.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -572552.375000 Penalty: 2846.177490
	Iteration 19F: 3 clusters Score -572552.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (59407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59407 members 
Entering Unmasked Estep 
Score: -5457632.500000 Penalty: 1786.227173
	Iteration 0F: 2 clusters Score -5457632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -5417823.000000 Penalty: 3572.454346
	Iteration 0F: 3 clusters Score -5417823 nChanged 28074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -5433730.500000 Penalty: 3572.454346
	Iteration 1F: 3 clusters Score -5433730 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -5434240.500000 Penalty: 3572.454346
	Iteration 2Q: 3 clusters Score -5434240 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -5434931.500000 Penalty: 3572.454346
	Iteration 3Q: 3 clusters Score -5434932 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -5436076.500000 Penalty: 3572.454346
	Iteration 4Q: 3 clusters Score -5436076 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39626 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -5438210.000000 Penalty: 3572.454346
	Iteration 5F: 3 clusters Score -5438210 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -5441546.500000 Penalty: 3572.454346
	Iteration 6F: 3 clusters Score -5441546 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49256 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -5446145.000000 Penalty: 3572.454346
	Iteration 7F: 3 clusters Score -5446145 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53855 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -5450607.000000 Penalty: 3572.454346
	Iteration 8F: 3 clusters Score -5450607 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56990 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -5453739.500000 Penalty: 3572.454346
	Iteration 9F: 3 clusters Score -5453740 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58478 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5455190.500000 Penalty: 3572.454346
	Iteration 10Q: 3 clusters Score -5455190 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59017 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5455705.000000 Penalty: 3572.454346
	Iteration 11Q: 3 clusters Score -5455705 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59159 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5455898.500000 Penalty: 3572.454346
	Iteration 12Q: 3 clusters Score -5455898 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59205 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -5455964.500000 Penalty: 3572.454346
	Iteration 13Q: 3 clusters Score -5455964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59222 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -5455999.000000 Penalty: 3572.454346
	Iteration 14Q: 3 clusters Score -5455999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59227 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -5456017.500000 Penalty: 3572.454346
	Iteration 15Q: 3 clusters Score -5456018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -5456031.500000 Penalty: 3572.454346
	Iteration 16Q: 3 clusters Score -5456032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -5456042.000000 Penalty: 3572.454346
	Iteration 17Q: 3 clusters Score -5456042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -5456046.000000 Penalty: 3572.454346
	Iteration 18Q: 3 clusters Score -5456046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -5456049.000000 Penalty: 3572.454346
	Iteration 19Q: 3 clusters Score -5456049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -5456057.000000 Penalty: 3572.454346
	Iteration 20F: 3 clusters Score -5456057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -5456057.000000 Penalty: 3572.454346
	Iteration 21Q: 3 clusters Score -5456057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -5456057.000000 Penalty: 3572.454346
	Iteration 22F: 3 clusters Score -5456057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Entering Unmasked Estep 
Score: -644971.125000 Penalty: 1443.253296
	Iteration 0F: 2 clusters Score -644971.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -639623.062500 Penalty: 2886.506592
	Iteration 0F: 3 clusters Score -639623.1 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -641270.125000 Penalty: 2886.506592
	Iteration 1F: 3 clusters Score -641270.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -641491.875000 Penalty: 2886.506592
	Iteration 2F: 3 clusters Score -641491.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -641640.625000 Penalty: 2886.506592
	Iteration 3F: 3 clusters Score -641640.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -641730.750000 Penalty: 2886.506592
	Iteration 4Q: 3 clusters Score -641730.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -641799.312500 Penalty: 2886.506592
	Iteration 5Q: 3 clusters Score -641799.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -641864.187500 Penalty: 2886.506592
	Iteration 6Q: 3 clusters Score -641864.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -641935.437500 Penalty: 2886.506592
	Iteration 7Q: 3 clusters Score -641935.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -642008.750000 Penalty: 2886.506592
	Iteration 8Q: 3 clusters Score -642008.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -642084.250000 Penalty: 2886.506592
	Iteration 9Q: 3 clusters Score -642084.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -642164.812500 Penalty: 2886.506592
	Iteration 10Q: 3 clusters Score -642164.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -642239.812500 Penalty: 2886.506592
	Iteration 11Q: 3 clusters Score -642239.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -642307.937500 Penalty: 2886.506592
	Iteration 12Q: 3 clusters Score -642307.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -642385.125000 Penalty: 2886.506592
	Iteration 13Q: 3 clusters Score -642385.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -642461.562500 Penalty: 2886.506592
	Iteration 14Q: 3 clusters Score -642461.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -642563.812500 Penalty: 2886.506592
	Iteration 15Q: 3 clusters Score -642563.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -642683.000000 Penalty: 2886.506592
	Iteration 16Q: 3 clusters Score -642683 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -642813.500000 Penalty: 2886.506592
	Iteration 17Q: 3 clusters Score -642813.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -642935.312500 Penalty: 2886.506592
	Iteration 18Q: 3 clusters Score -642935.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -643026.625000 Penalty: 2886.506592
	Iteration 19Q: 3 clusters Score -643026.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -643099.125000 Penalty: 2886.506592
	Iteration 20F: 3 clusters Score -643099.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -643166.000000 Penalty: 2886.506592
	Iteration 21Q: 3 clusters Score -643166 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -643230.750000 Penalty: 2886.506592
	Iteration 22Q: 3 clusters Score -643230.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -643296.187500 Penalty: 2886.506592
	Iteration 23Q: 3 clusters Score -643296.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -643371.250000 Penalty: 2886.506592
	Iteration 24Q: 3 clusters Score -643371.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -643435.937500 Penalty: 2886.506592
	Iteration 25Q: 3 clusters Score -643435.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -643501.000000 Penalty: 2886.506592
	Iteration 26Q: 3 clusters Score -643501 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -643563.312500 Penalty: 2886.506592
	Iteration 27Q: 3 clusters Score -643563.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -643616.187500 Penalty: 2886.506592
	Iteration 28Q: 3 clusters Score -643616.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -643660.687500 Penalty: 2886.506592
	Iteration 29Q: 3 clusters Score -643660.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -643694.187500 Penalty: 2886.506592
	Iteration 30Q: 3 clusters Score -643694.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -643723.375000 Penalty: 2886.506592
	Iteration 31Q: 3 clusters Score -643723.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -643747.375000 Penalty: 2886.506592
	Iteration 32Q: 3 clusters Score -643747.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -643763.062500 Penalty: 2886.506592
	Iteration 33Q: 3 clusters Score -643763.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -643775.437500 Penalty: 2886.506592
	Iteration 34Q: 3 clusters Score -643775.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -643786.875000 Penalty: 2886.506592
	Iteration 35Q: 3 clusters Score -643786.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -643796.812500 Penalty: 2886.506592
	Iteration 36Q: 3 clusters Score -643796.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -643801.250000 Penalty: 2886.506592
	Iteration 37Q: 3 clusters Score -643801.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -643805.437500 Penalty: 2886.506592
	Iteration 38Q: 3 clusters Score -643805.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -643811.875000 Penalty: 2886.506592
	Iteration 39Q: 3 clusters Score -643811.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -643818.625000 Penalty: 2886.506592
	Iteration 40F: 3 clusters Score -643818.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -643820.562500 Penalty: 2886.506592
	Iteration 41Q: 3 clusters Score -643820.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -643828.250000 Penalty: 2886.506592
	Iteration 42Q: 3 clusters Score -643828.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -643836.312500 Penalty: 2886.506592
	Iteration 43Q: 3 clusters Score -643836.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -643844.500000 Penalty: 2886.506592
	Iteration 44Q: 3 clusters Score -643844.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -643852.750000 Penalty: 2886.506592
	Iteration 45Q: 3 clusters Score -643852.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -643860.187500 Penalty: 2886.506592
	Iteration 46Q: 3 clusters Score -643860.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -643867.062500 Penalty: 2886.506592
	Iteration 47Q: 3 clusters Score -643867.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -643870.312500 Penalty: 2886.506592
	Iteration 48Q: 3 clusters Score -643870.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -643874.500000 Penalty: 2886.506592
	Iteration 49Q: 3 clusters Score -643874.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -643877.562500 Penalty: 2886.506592
	Iteration 50Q: 3 clusters Score -643877.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -643878.187500 Penalty: 2886.506592
	Iteration 51Q: 3 clusters Score -643878.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -643882.312500 Penalty: 2886.506592
	Iteration 52Q: 3 clusters Score -643882.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -643883.125000 Penalty: 2886.506592
	Iteration 53Q: 3 clusters Score -643883.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -643886.125000 Penalty: 2886.506592
	Iteration 54Q: 3 clusters Score -643886.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -643887.500000 Penalty: 2886.506592
	Iteration 55Q: 3 clusters Score -643887.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -643888.312500 Penalty: 2886.506592
	Iteration 56Q: 3 clusters Score -643888.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -643893.125000 Penalty: 2886.506592
	Iteration 57Q: 3 clusters Score -643893.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -643893.375000 Penalty: 2886.506592
	Iteration 58Q: 3 clusters Score -643893.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -643894.437500 Penalty: 2886.506592
	Iteration 59Q: 3 clusters Score -643894.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -643895.250000 Penalty: 2886.506592
	Iteration 60F: 3 clusters Score -643895.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -643894.375000 Penalty: 2886.506592
	Iteration 61Q: 3 clusters Score -643894.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -643896.187500 Penalty: 2886.506592
	Iteration 62Q: 3 clusters Score -643896.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -643895.937500 Penalty: 2886.506592
	Iteration 63Q: 3 clusters Score -643895.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -643895.562500 Penalty: 2886.506592
	Iteration 64Q: 3 clusters Score -643895.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -643897.125000 Penalty: 2886.506592
	Iteration 65Q: 3 clusters Score -643897.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -643897.125000 Penalty: 2886.506592
	Iteration 66Q: 3 clusters Score -643897.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -643896.625000 Penalty: 2886.506592
	Iteration 67Q: 3 clusters Score -643896.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -643896.937500 Penalty: 2886.506592
	Iteration 68Q: 3 clusters Score -643896.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -643897.937500 Penalty: 2886.506592
	Iteration 69Q: 3 clusters Score -643897.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -643899.187500 Penalty: 2886.506592
	Iteration 70Q: 3 clusters Score -643899.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -643899.937500 Penalty: 2886.506592
	Iteration 71Q: 3 clusters Score -643899.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -643900.812500 Penalty: 2886.506592
	Iteration 72Q: 3 clusters Score -643900.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -643904.812500 Penalty: 2886.506592
	Iteration 73Q: 3 clusters Score -643904.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -643906.062500 Penalty: 2886.506592
	Iteration 74Q: 3 clusters Score -643906.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -643906.875000 Penalty: 2886.506592
	Iteration 75Q: 3 clusters Score -643906.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -643907.937500 Penalty: 2886.506592
	Iteration 76Q: 3 clusters Score -643907.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -643909.500000 Penalty: 2886.506592
	Iteration 77Q: 3 clusters Score -643909.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -643909.875000 Penalty: 2886.506592
	Iteration 78Q: 3 clusters Score -643909.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -643910.375000 Penalty: 2886.506592
	Iteration 79Q: 3 clusters Score -643910.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -643910.500000 Penalty: 2886.506592
	Iteration 80F: 3 clusters Score -643910.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -643911.875000 Penalty: 2886.506592
	Iteration 81Q: 3 clusters Score -643911.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -643914.937500 Penalty: 2886.506592
	Iteration 82Q: 3 clusters Score -643914.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -643915.812500 Penalty: 2886.506592
	Iteration 83Q: 3 clusters Score -643915.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -643916.312500 Penalty: 2886.506592
	Iteration 84Q: 3 clusters Score -643916.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -643917.500000 Penalty: 2886.506592
	Iteration 85Q: 3 clusters Score -643917.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -643919.375000 Penalty: 2886.506592
	Iteration 86Q: 3 clusters Score -643919.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -643921.062500 Penalty: 2886.506592
	Iteration 87Q: 3 clusters Score -643921.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -643923.312500 Penalty: 2886.506592
	Iteration 88Q: 3 clusters Score -643923.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -643923.437500 Penalty: 2886.506592
	Iteration 89Q: 3 clusters Score -643923.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -643926.062500 Penalty: 2886.506592
	Iteration 90Q: 3 clusters Score -643926.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -643924.750000 Penalty: 2886.506592
	Iteration 91Q: 3 clusters Score -643924.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -643924.625000 Penalty: 2886.506592
	Iteration 92Q: 3 clusters Score -643924.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -643925.937500 Penalty: 2886.506592
	Iteration 93Q: 3 clusters Score -643925.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -643926.250000 Penalty: 2886.506592
	Iteration 94Q: 3 clusters Score -643926.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -643926.250000 Penalty: 2886.506592
	Iteration 95F: 3 clusters Score -643926.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Entering Unmasked Estep 
Score: -1096649.375000 Penalty: 1540.609375
	Iteration 0F: 2 clusters Score -1096649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1087462.625000 Penalty: 3081.218750
	Iteration 0F: 3 clusters Score -1087463 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1090855.500000 Penalty: 3081.218750
	Iteration 1F: 3 clusters Score -1090856 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1091550.875000 Penalty: 3081.218750
	Iteration 2F: 3 clusters Score -1091551 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1092335.000000 Penalty: 3081.218750
	Iteration 3F: 3 clusters Score -1092335 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1093089.375000 Penalty: 3081.218750
	Iteration 4F: 3 clusters Score -1093089 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1093698.250000 Penalty: 3081.218750
	Iteration 5F: 3 clusters Score -1093698 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1094199.000000 Penalty: 3081.218750
	Iteration 6F: 3 clusters Score -1094199 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1094534.125000 Penalty: 3081.218750
	Iteration 7Q: 3 clusters Score -1094534 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1094747.625000 Penalty: 3081.218750
	Iteration 8Q: 3 clusters Score -1094748 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1094879.375000 Penalty: 3081.218750
	Iteration 9Q: 3 clusters Score -1094879 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1094957.625000 Penalty: 3081.218750
	Iteration 10Q: 3 clusters Score -1094958 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1095027.375000 Penalty: 3081.218750
	Iteration 11Q: 3 clusters Score -1095027 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1095091.375000 Penalty: 3081.218750
	Iteration 12Q: 3 clusters Score -1095091 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1095149.125000 Penalty: 3081.218750
	Iteration 13Q: 3 clusters Score -1095149 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1095197.250000 Penalty: 3081.218750
	Iteration 14Q: 3 clusters Score -1095197 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1095240.500000 Penalty: 3081.218750
	Iteration 15Q: 3 clusters Score -1095240 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1095285.250000 Penalty: 3081.218750
	Iteration 16Q: 3 clusters Score -1095285 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1095336.750000 Penalty: 3081.218750
	Iteration 17Q: 3 clusters Score -1095337 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1095382.125000 Penalty: 3081.218750
	Iteration 18Q: 3 clusters Score -1095382 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1095429.250000 Penalty: 3081.218750
	Iteration 19Q: 3 clusters Score -1095429 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1095470.625000 Penalty: 3081.218750
	Iteration 20F: 3 clusters Score -1095471 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1095523.000000 Penalty: 3081.218750
	Iteration 21Q: 3 clusters Score -1095523 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1095574.875000 Penalty: 3081.218750
	Iteration 22Q: 3 clusters Score -1095575 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1095608.625000 Penalty: 3081.218750
	Iteration 23Q: 3 clusters Score -1095609 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1095643.750000 Penalty: 3081.218750
	Iteration 24Q: 3 clusters Score -1095644 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1095674.250000 Penalty: 3081.218750
	Iteration 25Q: 3 clusters Score -1095674 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1095701.625000 Penalty: 3081.218750
	Iteration 26Q: 3 clusters Score -1095702 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1095731.125000 Penalty: 3081.218750
	Iteration 27Q: 3 clusters Score -1095731 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1095753.750000 Penalty: 3081.218750
	Iteration 28Q: 3 clusters Score -1095754 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1095767.625000 Penalty: 3081.218750
	Iteration 29Q: 3 clusters Score -1095768 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1095778.500000 Penalty: 3081.218750
	Iteration 30Q: 3 clusters Score -1095778 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1095786.375000 Penalty: 3081.218750
	Iteration 31Q: 3 clusters Score -1095786 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1095797.375000 Penalty: 3081.218750
	Iteration 32Q: 3 clusters Score -1095797 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1095806.375000 Penalty: 3081.218750
	Iteration 33Q: 3 clusters Score -1095806 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1095820.500000 Penalty: 3081.218750
	Iteration 34Q: 3 clusters Score -1095820 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1095836.125000 Penalty: 3081.218750
	Iteration 35Q: 3 clusters Score -1095836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1095847.750000 Penalty: 3081.218750
	Iteration 36Q: 3 clusters Score -1095848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1095854.125000 Penalty: 3081.218750
	Iteration 37Q: 3 clusters Score -1095854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1095857.500000 Penalty: 3081.218750
	Iteration 38Q: 3 clusters Score -1095858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1095860.750000 Penalty: 3081.218750
	Iteration 39Q: 3 clusters Score -1095861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1095863.000000 Penalty: 3081.218750
	Iteration 40F: 3 clusters Score -1095863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1095866.000000 Penalty: 3081.218750
	Iteration 41Q: 3 clusters Score -1095866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1095866.125000 Penalty: 3081.218750
	Iteration 42Q: 3 clusters Score -1095866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1095867.000000 Penalty: 3081.218750
	Iteration 43Q: 3 clusters Score -1095867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1095867.750000 Penalty: 3081.218750
	Iteration 44Q: 3 clusters Score -1095868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1095870.875000 Penalty: 3081.218750
	Iteration 45Q: 3 clusters Score -1095871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1095872.375000 Penalty: 3081.218750
	Iteration 46Q: 3 clusters Score -1095872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1095874.500000 Penalty: 3081.218750
	Iteration 47Q: 3 clusters Score -1095874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1095874.875000 Penalty: 3081.218750
	Iteration 48Q: 3 clusters Score -1095875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1095875.625000 Penalty: 3081.218750
	Iteration 49Q: 3 clusters Score -1095876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1095875.250000 Penalty: 3081.218750
	Iteration 50Q: 3 clusters Score -1095875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1095877.250000 Penalty: 3081.218750
	Iteration 51Q: 3 clusters Score -1095877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1095875.875000 Penalty: 3081.218750
	Iteration 52Q: 3 clusters Score -1095876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1095876.625000 Penalty: 3081.218750
	Iteration 53Q: 3 clusters Score -1095877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1095875.500000 Penalty: 3081.218750
	Iteration 54Q: 3 clusters Score -1095876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1095877.875000 Penalty: 3081.218750
	Iteration 55Q: 3 clusters Score -1095878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1095878.125000 Penalty: 3081.218750
	Iteration 56Q: 3 clusters Score -1095878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1095878.250000 Penalty: 3081.218750
	Iteration 57Q: 3 clusters Score -1095878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1095878.250000 Penalty: 3081.218750
	Iteration 58F: 3 clusters Score -1095878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Entering Unmasked Estep 
Score: -1288241.875000 Penalty: 1550.180420
	Iteration 0F: 2 clusters Score -1288242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1278642.750000 Penalty: 3100.360840
	Iteration 0F: 3 clusters Score -1278643 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1281851.250000 Penalty: 3100.360840
	Iteration 1F: 3 clusters Score -1281851 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1282079.125000 Penalty: 3100.360840
	Iteration 2Q: 3 clusters Score -1282079 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1282267.625000 Penalty: 3100.360840
	Iteration 3Q: 3 clusters Score -1282268 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1282487.500000 Penalty: 3100.360840
	Iteration 4Q: 3 clusters Score -1282488 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1282731.375000 Penalty: 3100.360840
	Iteration 5Q: 3 clusters Score -1282731 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1283036.125000 Penalty: 3100.360840
	Iteration 6Q: 3 clusters Score -1283036 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1283433.750000 Penalty: 3100.360840
	Iteration 7F: 3 clusters Score -1283434 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1283975.125000 Penalty: 3100.360840
	Iteration 8F: 3 clusters Score -1283975 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1284629.500000 Penalty: 3100.360840
	Iteration 9F: 3 clusters Score -1284630 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1285255.625000 Penalty: 3100.360840
	Iteration 10F: 3 clusters Score -1285256 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1285787.375000 Penalty: 3100.360840
	Iteration 11Q: 3 clusters Score -1285787 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1286121.250000 Penalty: 3100.360840
	Iteration 12Q: 3 clusters Score -1286121 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1286324.750000 Penalty: 3100.360840
	Iteration 13Q: 3 clusters Score -1286325 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1286468.125000 Penalty: 3100.360840
	Iteration 14Q: 3 clusters Score -1286468 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1286570.375000 Penalty: 3100.360840
	Iteration 15Q: 3 clusters Score -1286570 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1286644.875000 Penalty: 3100.360840
	Iteration 16Q: 3 clusters Score -1286645 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1286698.375000 Penalty: 3100.360840
	Iteration 17Q: 3 clusters Score -1286698 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1286746.000000 Penalty: 3100.360840
	Iteration 18Q: 3 clusters Score -1286746 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1286781.000000 Penalty: 3100.360840
	Iteration 19Q: 3 clusters Score -1286781 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1286799.875000 Penalty: 3100.360840
	Iteration 20F: 3 clusters Score -1286800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1286808.875000 Penalty: 3100.360840
	Iteration 21Q: 3 clusters Score -1286809 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1286815.000000 Penalty: 3100.360840
	Iteration 22Q: 3 clusters Score -1286815 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1286822.250000 Penalty: 3100.360840
	Iteration 23Q: 3 clusters Score -1286822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1286826.500000 Penalty: 3100.360840
	Iteration 24Q: 3 clusters Score -1286826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1286833.500000 Penalty: 3100.360840
	Iteration 25Q: 3 clusters Score -1286834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1286835.750000 Penalty: 3100.360840
	Iteration 26Q: 3 clusters Score -1286836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1286839.875000 Penalty: 3100.360840
	Iteration 27Q: 3 clusters Score -1286840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1286843.500000 Penalty: 3100.360840
	Iteration 28Q: 3 clusters Score -1286844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1286847.625000 Penalty: 3100.360840
	Iteration 29Q: 3 clusters Score -1286848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1286851.250000 Penalty: 3100.360840
	Iteration 30Q: 3 clusters Score -1286851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1286856.625000 Penalty: 3100.360840
	Iteration 31Q: 3 clusters Score -1286857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1286860.625000 Penalty: 3100.360840
	Iteration 32Q: 3 clusters Score -1286861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1286869.000000 Penalty: 3100.360840
	Iteration 33Q: 3 clusters Score -1286869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1286875.875000 Penalty: 3100.360840
	Iteration 34Q: 3 clusters Score -1286876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1286882.375000 Penalty: 3100.360840
	Iteration 35Q: 3 clusters Score -1286882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1286887.875000 Penalty: 3100.360840
	Iteration 36Q: 3 clusters Score -1286888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1286895.750000 Penalty: 3100.360840
	Iteration 37Q: 3 clusters Score -1286896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1286896.375000 Penalty: 3100.360840
	Iteration 38Q: 3 clusters Score -1286896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1286897.625000 Penalty: 3100.360840
	Iteration 39Q: 3 clusters Score -1286898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1286900.875000 Penalty: 3100.360840
	Iteration 40F: 3 clusters Score -1286901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1286901.750000 Penalty: 3100.360840
	Iteration 41Q: 3 clusters Score -1286902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1286905.875000 Penalty: 3100.360840
	Iteration 42Q: 3 clusters Score -1286906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1286906.750000 Penalty: 3100.360840
	Iteration 43Q: 3 clusters Score -1286907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1286908.250000 Penalty: 3100.360840
	Iteration 44Q: 3 clusters Score -1286908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1286908.625000 Penalty: 3100.360840
	Iteration 45Q: 3 clusters Score -1286909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1286909.250000 Penalty: 3100.360840
	Iteration 46Q: 3 clusters Score -1286909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1286909.250000 Penalty: 3100.360840
	Iteration 47F: 3 clusters Score -1286909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Entering Unmasked Estep 
Score: -694098.312500 Penalty: 1453.362183
	Iteration 0F: 2 clusters Score -694098.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -688433.250000 Penalty: 2906.724365
	Iteration 0F: 3 clusters Score -688433.2 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -690184.375000 Penalty: 2906.724365
	Iteration 1F: 3 clusters Score -690184.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -690506.937500 Penalty: 2906.724365
	Iteration 2F: 3 clusters Score -690506.9 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -690853.062500 Penalty: 2906.724365
	Iteration 3F: 3 clusters Score -690853.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -691215.687500 Penalty: 2906.724365
	Iteration 4F: 3 clusters Score -691215.7 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -691563.312500 Penalty: 2906.724365
	Iteration 5F: 3 clusters Score -691563.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -691896.125000 Penalty: 2906.724365
	Iteration 6F: 3 clusters Score -691896.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -692145.437500 Penalty: 2906.724365
	Iteration 7F: 3 clusters Score -692145.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -692344.562500 Penalty: 2906.724365
	Iteration 8Q: 3 clusters Score -692344.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -692515.750000 Penalty: 2906.724365
	Iteration 9Q: 3 clusters Score -692515.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -692624.312500 Penalty: 2906.724365
	Iteration 10Q: 3 clusters Score -692624.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -692685.437500 Penalty: 2906.724365
	Iteration 11Q: 3 clusters Score -692685.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -692730.687500 Penalty: 2906.724365
	Iteration 12Q: 3 clusters Score -692730.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -692770.062500 Penalty: 2906.724365
	Iteration 13Q: 3 clusters Score -692770.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -692803.250000 Penalty: 2906.724365
	Iteration 14Q: 3 clusters Score -692803.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -692843.000000 Penalty: 2906.724365
	Iteration 15Q: 3 clusters Score -692843 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -692882.625000 Penalty: 2906.724365
	Iteration 16Q: 3 clusters Score -692882.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -692927.125000 Penalty: 2906.724365
	Iteration 17Q: 3 clusters Score -692927.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -692984.750000 Penalty: 2906.724365
	Iteration 18Q: 3 clusters Score -692984.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -693041.000000 Penalty: 2906.724365
	Iteration 19Q: 3 clusters Score -693041 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -693073.937500 Penalty: 2906.724365
	Iteration 20F: 3 clusters Score -693073.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -693096.625000 Penalty: 2906.724365
	Iteration 21Q: 3 clusters Score -693096.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -693112.187500 Penalty: 2906.724365
	Iteration 22Q: 3 clusters Score -693112.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -693124.187500 Penalty: 2906.724365
	Iteration 23Q: 3 clusters Score -693124.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -693137.937500 Penalty: 2906.724365
	Iteration 24Q: 3 clusters Score -693137.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -693148.625000 Penalty: 2906.724365
	Iteration 25Q: 3 clusters Score -693148.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -693155.625000 Penalty: 2906.724365
	Iteration 26Q: 3 clusters Score -693155.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -693160.875000 Penalty: 2906.724365
	Iteration 27Q: 3 clusters Score -693160.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -693167.000000 Penalty: 2906.724365
	Iteration 28Q: 3 clusters Score -693167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -693172.937500 Penalty: 2906.724365
	Iteration 29Q: 3 clusters Score -693172.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -693175.375000 Penalty: 2906.724365
	Iteration 30Q: 3 clusters Score -693175.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -693178.500000 Penalty: 2906.724365
	Iteration 31Q: 3 clusters Score -693178.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -693184.500000 Penalty: 2906.724365
	Iteration 32Q: 3 clusters Score -693184.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -693183.437500 Penalty: 2906.724365
	Iteration 33Q: 3 clusters Score -693183.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -693187.812500 Penalty: 2906.724365
	Iteration 34Q: 3 clusters Score -693187.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -693190.687500 Penalty: 2906.724365
	Iteration 35Q: 3 clusters Score -693190.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -693192.875000 Penalty: 2906.724365
	Iteration 36Q: 3 clusters Score -693192.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -693197.187500 Penalty: 2906.724365
	Iteration 37Q: 3 clusters Score -693197.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -693203.125000 Penalty: 2906.724365
	Iteration 38Q: 3 clusters Score -693203.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -693211.562500 Penalty: 2906.724365
	Iteration 39Q: 3 clusters Score -693211.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -693216.750000 Penalty: 2906.724365
	Iteration 40F: 3 clusters Score -693216.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -693219.375000 Penalty: 2906.724365
	Iteration 41Q: 3 clusters Score -693219.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -693222.625000 Penalty: 2906.724365
	Iteration 42Q: 3 clusters Score -693222.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -693227.187500 Penalty: 2906.724365
	Iteration 43Q: 3 clusters Score -693227.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -693228.000000 Penalty: 2906.724365
	Iteration 44Q: 3 clusters Score -693228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -693230.562500 Penalty: 2906.724365
	Iteration 45Q: 3 clusters Score -693230.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -693229.000000 Penalty: 2906.724365
	Iteration 46Q: 3 clusters Score -693229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -693229.000000 Penalty: 2906.724365
	Iteration 47F: 3 clusters Score -693229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Entering Unmasked Estep 
Score: -507287.312500 Penalty: 1418.053223
	Iteration 0F: 2 clusters Score -507287.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -502623.593750 Penalty: 2836.106445
	Iteration 0F: 3 clusters Score -502623.6 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -504104.593750 Penalty: 2836.106445
	Iteration 1F: 3 clusters Score -504104.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -504494.406250 Penalty: 2836.106445
	Iteration 2F: 3 clusters Score -504494.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -504911.218750 Penalty: 2836.106445
	Iteration 3F: 3 clusters Score -504911.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -505260.031250 Penalty: 2836.106445
	Iteration 4F: 3 clusters Score -505260 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -505503.593750 Penalty: 2836.106445
	Iteration 5F: 3 clusters Score -505503.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -505686.781250 Penalty: 2836.106445
	Iteration 6Q: 3 clusters Score -505686.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -505838.968750 Penalty: 2836.106445
	Iteration 7Q: 3 clusters Score -505839 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -505935.937500 Penalty: 2836.106445
	Iteration 8Q: 3 clusters Score -505935.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -506011.968750 Penalty: 2836.106445
	Iteration 9Q: 3 clusters Score -506012 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -506082.687500 Penalty: 2836.106445
	Iteration 10Q: 3 clusters Score -506082.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -506146.500000 Penalty: 2836.106445
	Iteration 11Q: 3 clusters Score -506146.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -506194.531250 Penalty: 2836.106445
	Iteration 12Q: 3 clusters Score -506194.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -506230.812500 Penalty: 2836.106445
	Iteration 13Q: 3 clusters Score -506230.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -506261.031250 Penalty: 2836.106445
	Iteration 14Q: 3 clusters Score -506261 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -506280.031250 Penalty: 2836.106445
	Iteration 15Q: 3 clusters Score -506280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -506291.281250 Penalty: 2836.106445
	Iteration 16Q: 3 clusters Score -506291.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -506300.625000 Penalty: 2836.106445
	Iteration 17Q: 3 clusters Score -506300.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -506310.281250 Penalty: 2836.106445
	Iteration 18Q: 3 clusters Score -506310.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -506319.406250 Penalty: 2836.106445
	Iteration 19Q: 3 clusters Score -506319.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -506325.093750 Penalty: 2836.106445
	Iteration 20F: 3 clusters Score -506325.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -506332.406250 Penalty: 2836.106445
	Iteration 21Q: 3 clusters Score -506332.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -506337.750000 Penalty: 2836.106445
	Iteration 22Q: 3 clusters Score -506337.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -506342.312500 Penalty: 2836.106445
	Iteration 23Q: 3 clusters Score -506342.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -506345.531250 Penalty: 2836.106445
	Iteration 24Q: 3 clusters Score -506345.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -506350.375000 Penalty: 2836.106445
	Iteration 25Q: 3 clusters Score -506350.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -506350.750000 Penalty: 2836.106445
	Iteration 26Q: 3 clusters Score -506350.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -506350.968750 Penalty: 2836.106445
	Iteration 27Q: 3 clusters Score -506351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -506352.875000 Penalty: 2836.106445
	Iteration 28Q: 3 clusters Score -506352.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -506354.625000 Penalty: 2836.106445
	Iteration 29Q: 3 clusters Score -506354.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -506356.812500 Penalty: 2836.106445
	Iteration 30Q: 3 clusters Score -506356.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -506359.031250 Penalty: 2836.106445
	Iteration 31Q: 3 clusters Score -506359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -506359.218750 Penalty: 2836.106445
	Iteration 32Q: 3 clusters Score -506359.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -506361.218750 Penalty: 2836.106445
	Iteration 33Q: 3 clusters Score -506361.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -506364.125000 Penalty: 2836.106445
	Iteration 34Q: 3 clusters Score -506364.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -506364.437500 Penalty: 2836.106445
	Iteration 35Q: 3 clusters Score -506364.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -506365.468750 Penalty: 2836.106445
	Iteration 36Q: 3 clusters Score -506365.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -506366.000000 Penalty: 2836.106445
	Iteration 37Q: 3 clusters Score -506366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -506368.218750 Penalty: 2836.106445
	Iteration 38Q: 3 clusters Score -506368.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -506366.812500 Penalty: 2836.106445
	Iteration 39Q: 3 clusters Score -506366.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -506368.125000 Penalty: 2836.106445
	Iteration 40F: 3 clusters Score -506368.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -506368.375000 Penalty: 2836.106445
	Iteration 41Q: 3 clusters Score -506368.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -506370.687500 Penalty: 2836.106445
	Iteration 42Q: 3 clusters Score -506370.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -506370.812500 Penalty: 2836.106445
	Iteration 43Q: 3 clusters Score -506370.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -506371.343750 Penalty: 2836.106445
	Iteration 44Q: 3 clusters Score -506371.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -506371.625000 Penalty: 2836.106445
	Iteration 45Q: 3 clusters Score -506371.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -506371.343750 Penalty: 2836.106445
	Iteration 46Q: 3 clusters Score -506371.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -506371.343750 Penalty: 2836.106445
	Iteration 47F: 3 clusters Score -506371.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -64550.589844 Penalty: 1085.026123
	Iteration 0F: 2 clusters Score -64550.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -63280.367188 Penalty: 2170.052246
	Iteration 0F: 3 clusters Score -63280.37 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -63504.582031 Penalty: 2170.052246
	Iteration 1F: 3 clusters Score -63504.58 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -63593.566406 Penalty: 2170.052246
	Iteration 2F: 3 clusters Score -63593.57 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -63641.152344 Penalty: 2170.052246
	Iteration 3Q: 3 clusters Score -63641.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -63679.042969 Penalty: 2170.052246
	Iteration 4Q: 3 clusters Score -63679.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -63712.785156 Penalty: 2170.052246
	Iteration 5Q: 3 clusters Score -63712.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -63754.574219 Penalty: 2170.052246
	Iteration 6Q: 3 clusters Score -63754.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -63785.347656 Penalty: 2170.052246
	Iteration 7Q: 3 clusters Score -63785.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -63826.703125 Penalty: 2170.052246
	Iteration 8Q: 3 clusters Score -63826.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -63873.375000 Penalty: 2170.052246
	Iteration 9Q: 3 clusters Score -63873.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -63935.179688 Penalty: 2170.052246
	Iteration 10Q: 3 clusters Score -63935.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -64013.574219 Penalty: 2170.052246
	Iteration 11Q: 3 clusters Score -64013.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -64074.589844 Penalty: 2170.052246
	Iteration 12Q: 3 clusters Score -64074.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -64164.351562 Penalty: 2170.052246
	Iteration 13Q: 3 clusters Score -64164.35 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -64326.195312 Penalty: 2170.052246
	Iteration 14Q: 3 clusters Score -64326.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -64502.160156 Penalty: 2170.052246
	Iteration 15Q: 3 clusters Score -64502.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -64639.640625 Penalty: 2170.052246
	Iteration 16Q: 3 clusters Score -64639.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -64768.406250 Penalty: 2170.052246
	Iteration 17Q: 3 clusters Score -64768.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -64789.500000 Penalty: 2170.052246
	Iteration 18Q: 3 clusters Score -64789.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -64792.417969 Penalty: 2170.052246
	Iteration 19Q: 3 clusters Score -64792.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -64794.726562 Penalty: 2170.052246
	Iteration 20F: 3 clusters Score -64794.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 52482 members 
Mstep: Class 3 contains 27572 members 
Mstep: Class 4 contains 10954 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115367 members 
Mstep: Class 7 contains 124298 members 
Mstep: Class 8 contains 27196 members 
Mstep: Class 9 contains 63651 members 
Mstep: Class 10 contains 15302 members 
Mstep: Class 11 contains 3539 members 
Mstep: Class 12 contains 59719 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 2100 members 
Mstep: Class 16 contains 39980 members 
Mstep: Class 17 contains 6358 members 
Mstep: Class 18 contains 59407 members 
Mstep: Class 19 contains 7198 members 
Mstep: Class 20 contains 13104 members 
Mstep: Class 21 contains 13899 members 
Mstep: Class 22 contains 7660 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 450 members 
Mstep: Class 25 contains 10489 members 
Mstep: Class 26 contains 18960 members 
Mstep: Class 27 contains 73120 members 
Mstep: Class 28 contains 1334 members 
Mstep: Class 29 contains 1342 members 
Mstep: Class 30 contains 1009 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 8187 members 
Mstep: Class 34 contains 1257 members 
Mstep: Class 35 contains 7533 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9055 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 90065 members 
Mstep: Class 41 contains 6828 members 
Mstep: Class 42 contains 2399 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2895 members 
Mstep: Class 45 contains 3819 members 
Mstep: Class 46 contains 2084 members 
Mstep: Class 47 contains 41278 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 611 members 
Mstep: Class 50 contains 344 members 
Entering Unmasked Estep 
Score: -84470552.000000 Penalty: 111905.187500
Splitting cluster 24 changes total score from -84471440.000000 to -84470552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (10489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Entering Unmasked Estep 
Score: -974633.062500 Penalty: 1504.438354
	Iteration 0F: 2 clusters Score -974633.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -967126.750000 Penalty: 3008.876709
	Iteration 0F: 3 clusters Score -967126.8 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -969548.000000 Penalty: 3008.876709
	Iteration 1F: 3 clusters Score -969548 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -969800.625000 Penalty: 3008.876709
	Iteration 2F: 3 clusters Score -969800.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -970010.187500 Penalty: 3008.876709
	Iteration 3F: 3 clusters Score -970010.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -970192.000000 Penalty: 3008.876709
	Iteration 4Q: 3 clusters Score -970192 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -970393.875000 Penalty: 3008.876709
	Iteration 5Q: 3 clusters Score -970393.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -970604.187500 Penalty: 3008.876709
	Iteration 6Q: 3 clusters Score -970604.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -970856.250000 Penalty: 3008.876709
	Iteration 7Q: 3 clusters Score -970856.2 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -971166.687500 Penalty: 3008.876709
	Iteration 8F: 3 clusters Score -971166.7 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -971499.812500 Penalty: 3008.876709
	Iteration 9Q: 3 clusters Score -971499.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -971877.437500 Penalty: 3008.876709
	Iteration 10F: 3 clusters Score -971877.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -972263.000000 Penalty: 3008.876709
	Iteration 11Q: 3 clusters Score -972263 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -972586.250000 Penalty: 3008.876709
	Iteration 12Q: 3 clusters Score -972586.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -972826.500000 Penalty: 3008.876709
	Iteration 13Q: 3 clusters Score -972826.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -972983.750000 Penalty: 3008.876709
	Iteration 14Q: 3 clusters Score -972983.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -973112.812500 Penalty: 3008.876709
	Iteration 15Q: 3 clusters Score -973112.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -973209.187500 Penalty: 3008.876709
	Iteration 16Q: 3 clusters Score -973209.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -973269.062500 Penalty: 3008.876709
	Iteration 17Q: 3 clusters Score -973269.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -973307.187500 Penalty: 3008.876709
	Iteration 18Q: 3 clusters Score -973307.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -973331.937500 Penalty: 3008.876709
	Iteration 19Q: 3 clusters Score -973331.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -973350.187500 Penalty: 3008.876709
	Iteration 20F: 3 clusters Score -973350.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -973374.687500 Penalty: 3008.876709
	Iteration 21Q: 3 clusters Score -973374.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -973399.875000 Penalty: 3008.876709
	Iteration 22Q: 3 clusters Score -973399.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -973429.562500 Penalty: 3008.876709
	Iteration 23Q: 3 clusters Score -973429.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -973454.875000 Penalty: 3008.876709
	Iteration 24Q: 3 clusters Score -973454.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -973470.375000 Penalty: 3008.876709
	Iteration 25Q: 3 clusters Score -973470.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -973484.875000 Penalty: 3008.876709
	Iteration 26Q: 3 clusters Score -973484.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -973498.000000 Penalty: 3008.876709
	Iteration 27Q: 3 clusters Score -973498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -973508.562500 Penalty: 3008.876709
	Iteration 28Q: 3 clusters Score -973508.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -973518.875000 Penalty: 3008.876709
	Iteration 29Q: 3 clusters Score -973518.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -973522.562500 Penalty: 3008.876709
	Iteration 30Q: 3 clusters Score -973522.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -973527.750000 Penalty: 3008.876709
	Iteration 31Q: 3 clusters Score -973527.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -973530.000000 Penalty: 3008.876709
	Iteration 32Q: 3 clusters Score -973530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -973533.937500 Penalty: 3008.876709
	Iteration 33Q: 3 clusters Score -973533.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -973534.437500 Penalty: 3008.876709
	Iteration 34Q: 3 clusters Score -973534.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -973535.875000 Penalty: 3008.876709
	Iteration 35Q: 3 clusters Score -973535.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -973538.562500 Penalty: 3008.876709
	Iteration 36Q: 3 clusters Score -973538.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -973541.562500 Penalty: 3008.876709
	Iteration 37Q: 3 clusters Score -973541.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -973548.000000 Penalty: 3008.876709
	Iteration 38Q: 3 clusters Score -973548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -973549.750000 Penalty: 3008.876709
	Iteration 39Q: 3 clusters Score -973549.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -973555.125000 Penalty: 3008.876709
	Iteration 40F: 3 clusters Score -973555.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -973556.625000 Penalty: 3008.876709
	Iteration 41Q: 3 clusters Score -973556.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -973558.562500 Penalty: 3008.876709
	Iteration 42Q: 3 clusters Score -973558.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -973559.062500 Penalty: 3008.876709
	Iteration 43Q: 3 clusters Score -973559.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -973559.937500 Penalty: 3008.876709
	Iteration 44Q: 3 clusters Score -973559.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -973560.312500 Penalty: 3008.876709
	Iteration 45Q: 3 clusters Score -973560.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -973561.062500 Penalty: 3008.876709
	Iteration 46Q: 3 clusters Score -973561.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -973560.750000 Penalty: 3008.876709
	Iteration 47Q: 3 clusters Score -973560.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -973560.500000 Penalty: 3008.876709
	Iteration 48Q: 3 clusters Score -973560.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -973561.875000 Penalty: 3008.876709
	Iteration 49Q: 3 clusters Score -973561.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -973561.875000 Penalty: 3008.876709
	Iteration 50F: 3 clusters Score -973561.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Entering Unmasked Estep 
Score: -1749996.250000 Penalty: 1600.639160
	Iteration 0F: 2 clusters Score -1749996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1737025.375000 Penalty: 3201.278320
	Iteration 0F: 3 clusters Score -1737025 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1741578.750000 Penalty: 3201.278320
	Iteration 1F: 3 clusters Score -1741579 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1741817.000000 Penalty: 3201.278320
	Iteration 2Q: 3 clusters Score -1741817 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1742018.000000 Penalty: 3201.278320
	Iteration 3Q: 3 clusters Score -1742018 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1742157.625000 Penalty: 3201.278320
	Iteration 4Q: 3 clusters Score -1742158 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1742287.500000 Penalty: 3201.278320
	Iteration 5Q: 3 clusters Score -1742288 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1742423.875000 Penalty: 3201.278320
	Iteration 6Q: 3 clusters Score -1742424 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1742585.500000 Penalty: 3201.278320
	Iteration 7Q: 3 clusters Score -1742586 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1742746.375000 Penalty: 3201.278320
	Iteration 8Q: 3 clusters Score -1742746 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1742922.500000 Penalty: 3201.278320
	Iteration 9Q: 3 clusters Score -1742922 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1743117.000000 Penalty: 3201.278320
	Iteration 10Q: 3 clusters Score -1743117 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1743340.625000 Penalty: 3201.278320
	Iteration 11Q: 3 clusters Score -1743341 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1743657.625000 Penalty: 3201.278320
	Iteration 12Q: 3 clusters Score -1743658 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1744077.375000 Penalty: 3201.278320
	Iteration 13Q: 3 clusters Score -1744077 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1744617.000000 Penalty: 3201.278320
	Iteration 14Q: 3 clusters Score -1744617 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1745228.750000 Penalty: 3201.278320
	Iteration 15Q: 3 clusters Score -1745229 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1745907.750000 Penalty: 3201.278320
	Iteration 16F: 3 clusters Score -1745908 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1746604.625000 Penalty: 3201.278320
	Iteration 17Q: 3 clusters Score -1746605 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1747234.500000 Penalty: 3201.278320
	Iteration 18Q: 3 clusters Score -1747234 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1747720.375000 Penalty: 3201.278320
	Iteration 19Q: 3 clusters Score -1747720 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1748041.625000 Penalty: 3201.278320
	Iteration 20F: 3 clusters Score -1748042 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1748234.250000 Penalty: 3201.278320
	Iteration 21Q: 3 clusters Score -1748234 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1748372.125000 Penalty: 3201.278320
	Iteration 22Q: 3 clusters Score -1748372 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1748454.000000 Penalty: 3201.278320
	Iteration 23Q: 3 clusters Score -1748454 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1748509.000000 Penalty: 3201.278320
	Iteration 24Q: 3 clusters Score -1748509 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1748537.125000 Penalty: 3201.278320
	Iteration 25Q: 3 clusters Score -1748537 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1748553.375000 Penalty: 3201.278320
	Iteration 26Q: 3 clusters Score -1748553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1748563.500000 Penalty: 3201.278320
	Iteration 27Q: 3 clusters Score -1748564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1748570.875000 Penalty: 3201.278320
	Iteration 28Q: 3 clusters Score -1748571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1748577.125000 Penalty: 3201.278320
	Iteration 29Q: 3 clusters Score -1748577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1748584.875000 Penalty: 3201.278320
	Iteration 30Q: 3 clusters Score -1748585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1748586.625000 Penalty: 3201.278320
	Iteration 31Q: 3 clusters Score -1748587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1748586.875000 Penalty: 3201.278320
	Iteration 32Q: 3 clusters Score -1748587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1748586.875000 Penalty: 3201.278320
	Iteration 33F: 3 clusters Score -1748587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (73120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73120 members 
Entering Unmasked Estep 
Score: -6700161.500000 Penalty: 1819.976685
	Iteration 0F: 2 clusters Score -6700162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -6651287.500000 Penalty: 3639.953369
	Iteration 0F: 3 clusters Score -6651288 nChanged 34787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -6671680.000000 Penalty: 3639.953369
	Iteration 1F: 3 clusters Score -6671680 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -6672625.500000 Penalty: 3639.953369
	Iteration 2Q: 3 clusters Score -6672626 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44581 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -6674092.500000 Penalty: 3639.953369
	Iteration 3Q: 3 clusters Score -6674092 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48823 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -6676678.500000 Penalty: 3639.953369
	Iteration 4F: 3 clusters Score -6676678 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54551 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -6680926.000000 Penalty: 3639.953369
	Iteration 5F: 3 clusters Score -6680926 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61374 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -6687114.000000 Penalty: 3639.953369
	Iteration 6F: 3 clusters Score -6687114 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67411 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -6693139.000000 Penalty: 3639.953369
	Iteration 7F: 3 clusters Score -6693139 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70911 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -6696546.500000 Penalty: 3639.953369
	Iteration 8Q: 3 clusters Score -6696546 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72312 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -6697861.500000 Penalty: 3639.953369
	Iteration 9Q: 3 clusters Score -6697862 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72741 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6698294.000000 Penalty: 3639.953369
	Iteration 10Q: 3 clusters Score -6698294 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72856 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6698492.000000 Penalty: 3639.953369
	Iteration 11Q: 3 clusters Score -6698492 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72884 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6698571.500000 Penalty: 3639.953369
	Iteration 12Q: 3 clusters Score -6698572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72897 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -6698626.500000 Penalty: 3639.953369
	Iteration 13Q: 3 clusters Score -6698626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72901 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6698641.500000 Penalty: 3639.953369
	Iteration 14Q: 3 clusters Score -6698642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72903 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6698651.500000 Penalty: 3639.953369
	Iteration 15Q: 3 clusters Score -6698652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72902 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6698652.500000 Penalty: 3639.953369
	Iteration 16Q: 3 clusters Score -6698652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72905 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6698662.500000 Penalty: 3639.953369
	Iteration 17Q: 3 clusters Score -6698662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72905 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6698663.000000 Penalty: 3639.953369
	Iteration 18Q: 3 clusters Score -6698663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72904 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -6698666.500000 Penalty: 3639.953369
	Iteration 19Q: 3 clusters Score -6698666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72903 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6698665.000000 Penalty: 3639.953369
	Iteration 20F: 3 clusters Score -6698665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Entering Unmasked Estep 
Score: -105854.117188 Penalty: 1169.339844
	Iteration 0F: 2 clusters Score -105854.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -104211.937500 Penalty: 2338.679688
	Iteration 0F: 3 clusters Score -104211.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -104568.570312 Penalty: 2338.679688
	Iteration 1F: 3 clusters Score -104568.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -104685.718750 Penalty: 2338.679688
	Iteration 2F: 3 clusters Score -104685.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -104765.453125 Penalty: 2338.679688
	Iteration 3Q: 3 clusters Score -104765.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -104848.593750 Penalty: 2338.679688
	Iteration 4Q: 3 clusters Score -104848.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -104966.914062 Penalty: 2338.679688
	Iteration 5F: 3 clusters Score -104966.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -105074.242188 Penalty: 2338.679688
	Iteration 6F: 3 clusters Score -105074.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -105197.710938 Penalty: 2338.679688
	Iteration 7Q: 3 clusters Score -105197.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -105309.054688 Penalty: 2338.679688
	Iteration 8Q: 3 clusters Score -105309.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -105401.953125 Penalty: 2338.679688
	Iteration 9Q: 3 clusters Score -105402 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -105466.882812 Penalty: 2338.679688
	Iteration 10Q: 3 clusters Score -105466.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -105497.570312 Penalty: 2338.679688
	Iteration 11Q: 3 clusters Score -105497.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -105521.648438 Penalty: 2338.679688
	Iteration 12Q: 3 clusters Score -105521.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -105542.039062 Penalty: 2338.679688
	Iteration 13Q: 3 clusters Score -105542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -105561.898438 Penalty: 2338.679688
	Iteration 14Q: 3 clusters Score -105561.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -105598.726562 Penalty: 2338.679688
	Iteration 15Q: 3 clusters Score -105598.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -105619.156250 Penalty: 2338.679688
	Iteration 16Q: 3 clusters Score -105619.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -105631.421875 Penalty: 2338.679688
	Iteration 17Q: 3 clusters Score -105631.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -105636.679688 Penalty: 2338.679688
	Iteration 18Q: 3 clusters Score -105636.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -105638.531250 Penalty: 2338.679688
	Iteration 19Q: 3 clusters Score -105638.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -105640.429688 Penalty: 2338.679688
	Iteration 20F: 3 clusters Score -105640.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -105643.617188 Penalty: 2338.679688
	Iteration 21Q: 3 clusters Score -105643.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -105644.562500 Penalty: 2338.679688
	Iteration 22Q: 3 clusters Score -105644.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -105644.562500 Penalty: 2338.679688
	Iteration 23F: 3 clusters Score -105644.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Entering Unmasked Estep 
Score: -92636.445312 Penalty: 1170.311401
	Iteration 0F: 2 clusters Score -92636.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -90997.671875 Penalty: 2340.622803
	Iteration 0F: 3 clusters Score -90997.67 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -91486.078125 Penalty: 2340.622803
	Iteration 1F: 3 clusters Score -91486.08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -91666.359375 Penalty: 2340.622803
	Iteration 2F: 3 clusters Score -91666.36 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -91768.937500 Penalty: 2340.622803
	Iteration 3F: 3 clusters Score -91768.94 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -91805.296875 Penalty: 2340.622803
	Iteration 4Q: 3 clusters Score -91805.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -91827.179688 Penalty: 2340.622803
	Iteration 5Q: 3 clusters Score -91827.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -91865.179688 Penalty: 2340.622803
	Iteration 6Q: 3 clusters Score -91865.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -91908.101562 Penalty: 2340.622803
	Iteration 7Q: 3 clusters Score -91908.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -91948.875000 Penalty: 2340.622803
	Iteration 8Q: 3 clusters Score -91948.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -91987.617188 Penalty: 2340.622803
	Iteration 9Q: 3 clusters Score -91987.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -92028.398438 Penalty: 2340.622803
	Iteration 10Q: 3 clusters Score -92028.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -92052.648438 Penalty: 2340.622803
	Iteration 11Q: 3 clusters Score -92052.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -92072.835938 Penalty: 2340.622803
	Iteration 12Q: 3 clusters Score -92072.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -92085.882812 Penalty: 2340.622803
	Iteration 13Q: 3 clusters Score -92085.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -92103.648438 Penalty: 2340.622803
	Iteration 14Q: 3 clusters Score -92103.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -92120.500000 Penalty: 2340.622803
	Iteration 15Q: 3 clusters Score -92120.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -92134.789062 Penalty: 2340.622803
	Iteration 16Q: 3 clusters Score -92134.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -92145.140625 Penalty: 2340.622803
	Iteration 17Q: 3 clusters Score -92145.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -92159.039062 Penalty: 2340.622803
	Iteration 18Q: 3 clusters Score -92159.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -92173.585938 Penalty: 2340.622803
	Iteration 19Q: 3 clusters Score -92173.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -92212.054688 Penalty: 2340.622803
	Iteration 20F: 3 clusters Score -92212.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -92256.460938 Penalty: 2340.622803
	Iteration 21Q: 3 clusters Score -92256.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -92268.375000 Penalty: 2340.622803
	Iteration 22Q: 3 clusters Score -92268.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -92273.710938 Penalty: 2340.622803
	Iteration 23Q: 3 clusters Score -92273.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -92276.414062 Penalty: 2340.622803
	Iteration 24Q: 3 clusters Score -92276.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -92278.859375 Penalty: 2340.622803
	Iteration 25Q: 3 clusters Score -92278.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -92280.375000 Penalty: 2340.622803
	Iteration 26Q: 3 clusters Score -92280.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -92280.375000 Penalty: 2340.622803
	Iteration 27F: 3 clusters Score -92280.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Entering Unmasked Estep 
Score: -86266.015625 Penalty: 1123.966187
	Iteration 0F: 2 clusters Score -86266.02 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 527 members 
Entering Unmasked Estep 
Score: -84806.296875 Penalty: 2247.932373
	Iteration 0F: 3 clusters Score -84806.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -85055.023438 Penalty: 2247.932373
	Iteration 1F: 3 clusters Score -85055.02 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -85153.171875 Penalty: 2247.932373
	Iteration 2F: 3 clusters Score -85153.17 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -85209.476562 Penalty: 2247.932373
	Iteration 3Q: 3 clusters Score -85209.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -85247.984375 Penalty: 2247.932373
	Iteration 4Q: 3 clusters Score -85247.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -85272.343750 Penalty: 2247.932373
	Iteration 5Q: 3 clusters Score -85272.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -85289.179688 Penalty: 2247.932373
	Iteration 6Q: 3 clusters Score -85289.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -85298.898438 Penalty: 2247.932373
	Iteration 7Q: 3 clusters Score -85298.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -85312.562500 Penalty: 2247.932373
	Iteration 8Q: 3 clusters Score -85312.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -85324.953125 Penalty: 2247.932373
	Iteration 9Q: 3 clusters Score -85324.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -85337.601562 Penalty: 2247.932373
	Iteration 10Q: 3 clusters Score -85337.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -85346.960938 Penalty: 2247.932373
	Iteration 11Q: 3 clusters Score -85346.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -85355.742188 Penalty: 2247.932373
	Iteration 12Q: 3 clusters Score -85355.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -85362.500000 Penalty: 2247.932373
	Iteration 13Q: 3 clusters Score -85362.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -85369.257812 Penalty: 2247.932373
	Iteration 14Q: 3 clusters Score -85369.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -85372.460938 Penalty: 2247.932373
	Iteration 15Q: 3 clusters Score -85372.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -85372.773438 Penalty: 2247.932373
	Iteration 16Q: 3 clusters Score -85372.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -85372.773438 Penalty: 2247.932373
	Iteration 17F: 3 clusters Score -85372.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Entering Unmasked Estep 
Score: -85450.343750 Penalty: 1124.127197
	Iteration 0F: 2 clusters Score -85450.34 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 488 members 
Entering Unmasked Estep 
Score: -83999.570312 Penalty: 2248.254395
	Iteration 0F: 3 clusters Score -83999.57 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -84330.843750 Penalty: 2248.254395
	Iteration 1F: 3 clusters Score -84330.84 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -84477.609375 Penalty: 2248.254395
	Iteration 2F: 3 clusters Score -84477.61 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -84551.031250 Penalty: 2248.254395
	Iteration 3F: 3 clusters Score -84551.03 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -84618.546875 Penalty: 2248.254395
	Iteration 4Q: 3 clusters Score -84618.55 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -84661.320312 Penalty: 2248.254395
	Iteration 5Q: 3 clusters Score -84661.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -84692.148438 Penalty: 2248.254395
	Iteration 6Q: 3 clusters Score -84692.15 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -84735.109375 Penalty: 2248.254395
	Iteration 7Q: 3 clusters Score -84735.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -84758.242188 Penalty: 2248.254395
	Iteration 8Q: 3 clusters Score -84758.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -84772.906250 Penalty: 2248.254395
	Iteration 9Q: 3 clusters Score -84772.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -84778.171875 Penalty: 2248.254395
	Iteration 10Q: 3 clusters Score -84778.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -84786.117188 Penalty: 2248.254395
	Iteration 11Q: 3 clusters Score -84786.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -84789.328125 Penalty: 2248.254395
	Iteration 12Q: 3 clusters Score -84789.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -84790.304688 Penalty: 2248.254395
	Iteration 13Q: 3 clusters Score -84790.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -84790.640625 Penalty: 2248.254395
	Iteration 14Q: 3 clusters Score -84790.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -84791.562500 Penalty: 2248.254395
	Iteration 15Q: 3 clusters Score -84791.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -84791.562500 Penalty: 2248.254395
	Iteration 16F: 3 clusters Score -84791.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Entering Unmasked Estep 
Score: -374127.281250 Penalty: 1361.675171
	Iteration 0F: 2 clusters Score -374127.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -370606.843750 Penalty: 2723.350342
	Iteration 0F: 3 clusters Score -370606.8 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -371710.250000 Penalty: 2723.350342
	Iteration 1F: 3 clusters Score -371710.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -372083.875000 Penalty: 2723.350342
	Iteration 2F: 3 clusters Score -372083.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -372412.968750 Penalty: 2723.350342
	Iteration 3F: 3 clusters Score -372413 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -372714.187500 Penalty: 2723.350342
	Iteration 4F: 3 clusters Score -372714.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -372963.312500 Penalty: 2723.350342
	Iteration 5F: 3 clusters Score -372963.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -373174.968750 Penalty: 2723.350342
	Iteration 6Q: 3 clusters Score -373175 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -373310.437500 Penalty: 2723.350342
	Iteration 7Q: 3 clusters Score -373310.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -373393.718750 Penalty: 2723.350342
	Iteration 8Q: 3 clusters Score -373393.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -373451.625000 Penalty: 2723.350342
	Iteration 9Q: 3 clusters Score -373451.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -373490.000000 Penalty: 2723.350342
	Iteration 10Q: 3 clusters Score -373490 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -373504.000000 Penalty: 2723.350342
	Iteration 11Q: 3 clusters Score -373504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -373510.750000 Penalty: 2723.350342
	Iteration 12Q: 3 clusters Score -373510.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -373517.125000 Penalty: 2723.350342
	Iteration 13Q: 3 clusters Score -373517.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -373524.437500 Penalty: 2723.350342
	Iteration 14Q: 3 clusters Score -373524.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -373527.656250 Penalty: 2723.350342
	Iteration 15Q: 3 clusters Score -373527.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -373530.281250 Penalty: 2723.350342
	Iteration 16Q: 3 clusters Score -373530.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -373530.312500 Penalty: 2723.350342
	Iteration 17Q: 3 clusters Score -373530.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -373531.968750 Penalty: 2723.350342
	Iteration 18Q: 3 clusters Score -373532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -373533.062500 Penalty: 2723.350342
	Iteration 19Q: 3 clusters Score -373533.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -373535.375000 Penalty: 2723.350342
	Iteration 20F: 3 clusters Score -373535.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Entering Unmasked Estep 
Score: -755403.250000 Penalty: 1464.174194
	Iteration 0F: 2 clusters Score -755403.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -749437.000000 Penalty: 2928.348389
	Iteration 0F: 3 clusters Score -749437 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -751320.000000 Penalty: 2928.348389
	Iteration 1F: 3 clusters Score -751320 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -751564.562500 Penalty: 2928.348389
	Iteration 2F: 3 clusters Score -751564.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -751730.500000 Penalty: 2928.348389
	Iteration 3Q: 3 clusters Score -751730.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -751865.937500 Penalty: 2928.348389
	Iteration 4Q: 3 clusters Score -751865.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -751985.875000 Penalty: 2928.348389
	Iteration 5Q: 3 clusters Score -751985.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -752119.812500 Penalty: 2928.348389
	Iteration 6Q: 3 clusters Score -752119.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -752246.187500 Penalty: 2928.348389
	Iteration 7Q: 3 clusters Score -752246.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -752373.000000 Penalty: 2928.348389
	Iteration 8Q: 3 clusters Score -752373 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -752495.625000 Penalty: 2928.348389
	Iteration 9Q: 3 clusters Score -752495.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -752635.250000 Penalty: 2928.348389
	Iteration 10Q: 3 clusters Score -752635.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -752789.125000 Penalty: 2928.348389
	Iteration 11Q: 3 clusters Score -752789.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -752915.687500 Penalty: 2928.348389
	Iteration 12Q: 3 clusters Score -752915.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -753037.625000 Penalty: 2928.348389
	Iteration 13Q: 3 clusters Score -753037.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -753185.750000 Penalty: 2928.348389
	Iteration 14Q: 3 clusters Score -753185.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -753362.812500 Penalty: 2928.348389
	Iteration 15Q: 3 clusters Score -753362.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -753535.062500 Penalty: 2928.348389
	Iteration 16Q: 3 clusters Score -753535.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -753700.000000 Penalty: 2928.348389
	Iteration 17Q: 3 clusters Score -753700 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -753836.250000 Penalty: 2928.348389
	Iteration 18Q: 3 clusters Score -753836.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -753936.375000 Penalty: 2928.348389
	Iteration 19Q: 3 clusters Score -753936.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -753997.750000 Penalty: 2928.348389
	Iteration 20F: 3 clusters Score -753997.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -754042.187500 Penalty: 2928.348389
	Iteration 21Q: 3 clusters Score -754042.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -754075.062500 Penalty: 2928.348389
	Iteration 22Q: 3 clusters Score -754075.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -754114.812500 Penalty: 2928.348389
	Iteration 23Q: 3 clusters Score -754114.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -754134.125000 Penalty: 2928.348389
	Iteration 24Q: 3 clusters Score -754134.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -754148.312500 Penalty: 2928.348389
	Iteration 25Q: 3 clusters Score -754148.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -754156.812500 Penalty: 2928.348389
	Iteration 26Q: 3 clusters Score -754156.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -754161.250000 Penalty: 2928.348389
	Iteration 27Q: 3 clusters Score -754161.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -754168.187500 Penalty: 2928.348389
	Iteration 28Q: 3 clusters Score -754168.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -754171.875000 Penalty: 2928.348389
	Iteration 29Q: 3 clusters Score -754171.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -754173.687500 Penalty: 2928.348389
	Iteration 30Q: 3 clusters Score -754173.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -754175.750000 Penalty: 2928.348389
	Iteration 31Q: 3 clusters Score -754175.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -754176.062500 Penalty: 2928.348389
	Iteration 32Q: 3 clusters Score -754176.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -754176.875000 Penalty: 2928.348389
	Iteration 33Q: 3 clusters Score -754176.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -754177.375000 Penalty: 2928.348389
	Iteration 34Q: 3 clusters Score -754177.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -754177.750000 Penalty: 2928.348389
	Iteration 35Q: 3 clusters Score -754177.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -754177.750000 Penalty: 2928.348389
	Iteration 36F: 3 clusters Score -754177.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Entering Unmasked Estep 
Score: -104258.312500 Penalty: 1159.678467
	Iteration 0F: 2 clusters Score -104258.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -102652.609375 Penalty: 2319.356934
	Iteration 0F: 3 clusters Score -102652.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -102990.671875 Penalty: 2319.356934
	Iteration 1F: 3 clusters Score -102990.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -103102.218750 Penalty: 2319.356934
	Iteration 2F: 3 clusters Score -103102.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -103180.335938 Penalty: 2319.356934
	Iteration 3F: 3 clusters Score -103180.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -103228.867188 Penalty: 2319.356934
	Iteration 4Q: 3 clusters Score -103228.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -103250.429688 Penalty: 2319.356934
	Iteration 5Q: 3 clusters Score -103250.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -103262.234375 Penalty: 2319.356934
	Iteration 6Q: 3 clusters Score -103262.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -103272.875000 Penalty: 2319.356934
	Iteration 7Q: 3 clusters Score -103272.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -103277.343750 Penalty: 2319.356934
	Iteration 8Q: 3 clusters Score -103277.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -103283.460938 Penalty: 2319.356934
	Iteration 9Q: 3 clusters Score -103283.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -103288.851562 Penalty: 2319.356934
	Iteration 10Q: 3 clusters Score -103288.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -103293.109375 Penalty: 2319.356934
	Iteration 11Q: 3 clusters Score -103293.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -103298.140625 Penalty: 2319.356934
	Iteration 12Q: 3 clusters Score -103298.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -103299.804688 Penalty: 2319.356934
	Iteration 13Q: 3 clusters Score -103299.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -103304.156250 Penalty: 2319.356934
	Iteration 14Q: 3 clusters Score -103304.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -103311.414062 Penalty: 2319.356934
	Iteration 15Q: 3 clusters Score -103311.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -103316.585938 Penalty: 2319.356934
	Iteration 16Q: 3 clusters Score -103316.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -103322.164062 Penalty: 2319.356934
	Iteration 17Q: 3 clusters Score -103322.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -103336.320312 Penalty: 2319.356934
	Iteration 18Q: 3 clusters Score -103336.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -103348.664062 Penalty: 2319.356934
	Iteration 19Q: 3 clusters Score -103348.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -103354.226562 Penalty: 2319.356934
	Iteration 20F: 3 clusters Score -103354.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -103356.687500 Penalty: 2319.356934
	Iteration 21Q: 3 clusters Score -103356.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -103357.007812 Penalty: 2319.356934
	Iteration 22Q: 3 clusters Score -103357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -103358.390625 Penalty: 2319.356934
	Iteration 23Q: 3 clusters Score -103358.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -103360.570312 Penalty: 2319.356934
	Iteration 24Q: 3 clusters Score -103360.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -103364.164062 Penalty: 2319.356934
	Iteration 25Q: 3 clusters Score -103364.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -103366.867188 Penalty: 2319.356934
	Iteration 26Q: 3 clusters Score -103366.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -103372.664062 Penalty: 2319.356934
	Iteration 27Q: 3 clusters Score -103372.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -103380.617188 Penalty: 2319.356934
	Iteration 28Q: 3 clusters Score -103380.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -103388.710938 Penalty: 2319.356934
	Iteration 29Q: 3 clusters Score -103388.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -103406.476562 Penalty: 2319.356934
	Iteration 30Q: 3 clusters Score -103406.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -103421.414062 Penalty: 2319.356934
	Iteration 31Q: 3 clusters Score -103421.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -103425.273438 Penalty: 2319.356934
	Iteration 32Q: 3 clusters Score -103425.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -103429.250000 Penalty: 2319.356934
	Iteration 33Q: 3 clusters Score -103429.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -103431.789062 Penalty: 2319.356934
	Iteration 34Q: 3 clusters Score -103431.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -103434.710938 Penalty: 2319.356934
	Iteration 35Q: 3 clusters Score -103434.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -103438.335938 Penalty: 2319.356934
	Iteration 36Q: 3 clusters Score -103438.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -103442.562500 Penalty: 2319.356934
	Iteration 37Q: 3 clusters Score -103442.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -103444.500000 Penalty: 2319.356934
	Iteration 38Q: 3 clusters Score -103444.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -103445.703125 Penalty: 2319.356934
	Iteration 39Q: 3 clusters Score -103445.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -103446.593750 Penalty: 2319.356934
	Iteration 40F: 3 clusters Score -103446.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -103447.179688 Penalty: 2319.356934
	Iteration 41Q: 3 clusters Score -103447.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -103447.460938 Penalty: 2319.356934
	Iteration 42Q: 3 clusters Score -103447.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -103447.890625 Penalty: 2319.356934
	Iteration 43Q: 3 clusters Score -103447.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -103447.890625 Penalty: 2319.356934
	Iteration 44F: 3 clusters Score -103447.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Entering Unmasked Estep 
Score: -633201.437500 Penalty: 1450.645386
	Iteration 0F: 2 clusters Score -633201.4 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 3838 members 
Entering Unmasked Estep 
Score: -627669.875000 Penalty: 2901.290771
	Iteration 0F: 3 clusters Score -627669.9 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -629420.250000 Penalty: 2901.290771
	Iteration 1F: 3 clusters Score -629420.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -629717.125000 Penalty: 2901.290771
	Iteration 2F: 3 clusters Score -629717.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -629992.000000 Penalty: 2901.290771
	Iteration 3F: 3 clusters Score -629992 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -630210.062500 Penalty: 2901.290771
	Iteration 4F: 3 clusters Score -630210.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -630388.562500 Penalty: 2901.290771
	Iteration 5Q: 3 clusters Score -630388.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -630529.062500 Penalty: 2901.290771
	Iteration 6Q: 3 clusters Score -630529.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -630669.562500 Penalty: 2901.290771
	Iteration 7Q: 3 clusters Score -630669.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -630829.250000 Penalty: 2901.290771
	Iteration 8Q: 3 clusters Score -630829.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -630993.125000 Penalty: 2901.290771
	Iteration 9Q: 3 clusters Score -630993.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -631143.437500 Penalty: 2901.290771
	Iteration 10Q: 3 clusters Score -631143.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -631273.062500 Penalty: 2901.290771
	Iteration 11Q: 3 clusters Score -631273.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -631385.687500 Penalty: 2901.290771
	Iteration 12Q: 3 clusters Score -631385.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -631471.937500 Penalty: 2901.290771
	Iteration 13Q: 3 clusters Score -631471.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -631548.250000 Penalty: 2901.290771
	Iteration 14Q: 3 clusters Score -631548.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -631605.937500 Penalty: 2901.290771
	Iteration 15Q: 3 clusters Score -631605.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -631643.437500 Penalty: 2901.290771
	Iteration 16Q: 3 clusters Score -631643.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -631673.250000 Penalty: 2901.290771
	Iteration 17Q: 3 clusters Score -631673.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -631691.562500 Penalty: 2901.290771
	Iteration 18Q: 3 clusters Score -631691.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -631707.187500 Penalty: 2901.290771
	Iteration 19Q: 3 clusters Score -631707.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -631726.500000 Penalty: 2901.290771
	Iteration 20F: 3 clusters Score -631726.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -631746.125000 Penalty: 2901.290771
	Iteration 21Q: 3 clusters Score -631746.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -631759.500000 Penalty: 2901.290771
	Iteration 22Q: 3 clusters Score -631759.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -631774.812500 Penalty: 2901.290771
	Iteration 23Q: 3 clusters Score -631774.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -631787.812500 Penalty: 2901.290771
	Iteration 24Q: 3 clusters Score -631787.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -631795.312500 Penalty: 2901.290771
	Iteration 25Q: 3 clusters Score -631795.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -631803.312500 Penalty: 2901.290771
	Iteration 26Q: 3 clusters Score -631803.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -631806.687500 Penalty: 2901.290771
	Iteration 27Q: 3 clusters Score -631806.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -631810.187500 Penalty: 2901.290771
	Iteration 28Q: 3 clusters Score -631810.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -631812.687500 Penalty: 2901.290771
	Iteration 29Q: 3 clusters Score -631812.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -631814.375000 Penalty: 2901.290771
	Iteration 30Q: 3 clusters Score -631814.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -631816.250000 Penalty: 2901.290771
	Iteration 31Q: 3 clusters Score -631816.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -631819.187500 Penalty: 2901.290771
	Iteration 32Q: 3 clusters Score -631819.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -631818.437500 Penalty: 2901.290771
	Iteration 33Q: 3 clusters Score -631818.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -631818.687500 Penalty: 2901.290771
	Iteration 34Q: 3 clusters Score -631818.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -631818.687500 Penalty: 2901.290771
	Iteration 35F: 3 clusters Score -631818.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -70279.257812 Penalty: 1095.334473
	Iteration 0F: 2 clusters Score -70279.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -68940.437500 Penalty: 2190.668945
	Iteration 0F: 3 clusters Score -68940.44 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -69170.398438 Penalty: 2190.668945
	Iteration 1F: 3 clusters Score -69170.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -69235.953125 Penalty: 2190.668945
	Iteration 2F: 3 clusters Score -69235.95 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -69279.765625 Penalty: 2190.668945
	Iteration 3Q: 3 clusters Score -69279.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -69309.609375 Penalty: 2190.668945
	Iteration 4Q: 3 clusters Score -69309.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -69330.257812 Penalty: 2190.668945
	Iteration 5Q: 3 clusters Score -69330.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -69358.750000 Penalty: 2190.668945
	Iteration 6Q: 3 clusters Score -69358.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -69392.531250 Penalty: 2190.668945
	Iteration 7Q: 3 clusters Score -69392.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -69416.179688 Penalty: 2190.668945
	Iteration 8Q: 3 clusters Score -69416.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -69440.906250 Penalty: 2190.668945
	Iteration 9Q: 3 clusters Score -69440.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -69496.203125 Penalty: 2190.668945
	Iteration 10Q: 3 clusters Score -69496.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -69628.953125 Penalty: 2190.668945
	Iteration 11Q: 3 clusters Score -69628.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -69758.835938 Penalty: 2190.668945
	Iteration 12Q: 3 clusters Score -69758.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -69800.054688 Penalty: 2190.668945
	Iteration 13Q: 3 clusters Score -69800.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -69830.531250 Penalty: 2190.668945
	Iteration 14Q: 3 clusters Score -69830.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -69847.601562 Penalty: 2190.668945
	Iteration 15Q: 3 clusters Score -69847.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -69861.539062 Penalty: 2190.668945
	Iteration 16Q: 3 clusters Score -69861.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -69870.085938 Penalty: 2190.668945
	Iteration 17Q: 3 clusters Score -69870.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -69879.718750 Penalty: 2190.668945
	Iteration 18Q: 3 clusters Score -69879.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -69891.296875 Penalty: 2190.668945
	Iteration 19Q: 3 clusters Score -69891.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -69895.875000 Penalty: 2190.668945
	Iteration 20F: 3 clusters Score -69895.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -69908.140625 Penalty: 2190.668945
	Iteration 21Q: 3 clusters Score -69908.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -69911.187500 Penalty: 2190.668945
	Iteration 22Q: 3 clusters Score -69911.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -69914.351562 Penalty: 2190.668945
	Iteration 23Q: 3 clusters Score -69914.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -69917.914062 Penalty: 2190.668945
	Iteration 24Q: 3 clusters Score -69917.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -69923.570312 Penalty: 2190.668945
	Iteration 25Q: 3 clusters Score -69923.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -69924.203125 Penalty: 2190.668945
	Iteration 26Q: 3 clusters Score -69924.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -69925.000000 Penalty: 2190.668945
	Iteration 27Q: 3 clusters Score -69925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -69925.000000 Penalty: 2190.668945
	Iteration 28F: 3 clusters Score -69925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Entering Unmasked Estep 
Score: -799802.375000 Penalty: 1480.549316
	Iteration 0F: 2 clusters Score -799802.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -793216.437500 Penalty: 2961.098633
	Iteration 0F: 3 clusters Score -793216.4 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -795432.187500 Penalty: 2961.098633
	Iteration 1F: 3 clusters Score -795432.2 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -795778.687500 Penalty: 2961.098633
	Iteration 2F: 3 clusters Score -795778.7 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -796139.687500 Penalty: 2961.098633
	Iteration 3F: 3 clusters Score -796139.7 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -796527.625000 Penalty: 2961.098633
	Iteration 4F: 3 clusters Score -796527.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -796927.562500 Penalty: 2961.098633
	Iteration 5F: 3 clusters Score -796927.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -797271.375000 Penalty: 2961.098633
	Iteration 6F: 3 clusters Score -797271.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -797606.812500 Penalty: 2961.098633
	Iteration 7Q: 3 clusters Score -797606.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -797898.250000 Penalty: 2961.098633
	Iteration 8Q: 3 clusters Score -797898.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -798228.375000 Penalty: 2961.098633
	Iteration 9Q: 3 clusters Score -798228.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -798526.000000 Penalty: 2961.098633
	Iteration 10Q: 3 clusters Score -798526 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -798699.125000 Penalty: 2961.098633
	Iteration 11Q: 3 clusters Score -798699.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -798771.125000 Penalty: 2961.098633
	Iteration 12Q: 3 clusters Score -798771.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -798808.750000 Penalty: 2961.098633
	Iteration 13Q: 3 clusters Score -798808.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -798840.562500 Penalty: 2961.098633
	Iteration 14Q: 3 clusters Score -798840.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -798862.000000 Penalty: 2961.098633
	Iteration 15Q: 3 clusters Score -798862 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -798892.062500 Penalty: 2961.098633
	Iteration 16Q: 3 clusters Score -798892.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -798918.125000 Penalty: 2961.098633
	Iteration 17Q: 3 clusters Score -798918.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -798940.562500 Penalty: 2961.098633
	Iteration 18Q: 3 clusters Score -798940.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -798966.312500 Penalty: 2961.098633
	Iteration 19Q: 3 clusters Score -798966.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -799002.500000 Penalty: 2961.098633
	Iteration 20F: 3 clusters Score -799002.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -799033.187500 Penalty: 2961.098633
	Iteration 21Q: 3 clusters Score -799033.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -799057.937500 Penalty: 2961.098633
	Iteration 22Q: 3 clusters Score -799057.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -799073.500000 Penalty: 2961.098633
	Iteration 23Q: 3 clusters Score -799073.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -799081.312500 Penalty: 2961.098633
	Iteration 24Q: 3 clusters Score -799081.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -799084.500000 Penalty: 2961.098633
	Iteration 25Q: 3 clusters Score -799084.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -799088.625000 Penalty: 2961.098633
	Iteration 26Q: 3 clusters Score -799088.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -799091.812500 Penalty: 2961.098633
	Iteration 27Q: 3 clusters Score -799091.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -799094.437500 Penalty: 2961.098633
	Iteration 28Q: 3 clusters Score -799094.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -799094.187500 Penalty: 2961.098633
	Iteration 29Q: 3 clusters Score -799094.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -799094.375000 Penalty: 2961.098633
	Iteration 30Q: 3 clusters Score -799094.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -799093.750000 Penalty: 2961.098633
	Iteration 31Q: 3 clusters Score -799093.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -799093.937500 Penalty: 2961.098633
	Iteration 32Q: 3 clusters Score -799093.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -799093.500000 Penalty: 2961.098633
	Iteration 33Q: 3 clusters Score -799093.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -799095.187500 Penalty: 2961.098633
	Iteration 34Q: 3 clusters Score -799095.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -799096.750000 Penalty: 2961.098633
	Iteration 35Q: 3 clusters Score -799096.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -799097.125000 Penalty: 2961.098633
	Iteration 36Q: 3 clusters Score -799097.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -799097.375000 Penalty: 2961.098633
	Iteration 37Q: 3 clusters Score -799097.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -799098.312500 Penalty: 2961.098633
	Iteration 38Q: 3 clusters Score -799098.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -799099.000000 Penalty: 2961.098633
	Iteration 39Q: 3 clusters Score -799099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -799098.187500 Penalty: 2961.098633
	Iteration 40F: 3 clusters Score -799098.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -799099.375000 Penalty: 2961.098633
	Iteration 41Q: 3 clusters Score -799099.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -799099.625000 Penalty: 2961.098633
	Iteration 42Q: 3 clusters Score -799099.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -799099.312500 Penalty: 2961.098633
	Iteration 43Q: 3 clusters Score -799099.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -799099.687500 Penalty: 2961.098633
	Iteration 44Q: 3 clusters Score -799099.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -799100.187500 Penalty: 2961.098633
	Iteration 45Q: 3 clusters Score -799100.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -799100.312500 Penalty: 2961.098633
	Iteration 46Q: 3 clusters Score -799100.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -799102.375000 Penalty: 2961.098633
	Iteration 47Q: 3 clusters Score -799102.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -799101.687500 Penalty: 2961.098633
	Iteration 48Q: 3 clusters Score -799101.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -799099.312500 Penalty: 2961.098633
	Iteration 49Q: 3 clusters Score -799099.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -799101.062500 Penalty: 2961.098633
	Iteration 50Q: 3 clusters Score -799101.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -799100.500000 Penalty: 2961.098633
	Iteration 51Q: 3 clusters Score -799100.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -799100.687500 Penalty: 2961.098633
	Iteration 52Q: 3 clusters Score -799100.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -799100.687500 Penalty: 2961.098633
	Iteration 53F: 3 clusters Score -799100.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Entering Unmasked Estep 
Score: -106842.570312 Penalty: 1157.858521
	Iteration 0F: 2 clusters Score -106842.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -105264.148438 Penalty: 2315.717041
	Iteration 0F: 3 clusters Score -105264.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -105553.031250 Penalty: 2315.717041
	Iteration 1F: 3 clusters Score -105553 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -105631.023438 Penalty: 2315.717041
	Iteration 2F: 3 clusters Score -105631 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -105673.351562 Penalty: 2315.717041
	Iteration 3Q: 3 clusters Score -105673.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -105704.687500 Penalty: 2315.717041
	Iteration 4Q: 3 clusters Score -105704.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -105717.500000 Penalty: 2315.717041
	Iteration 5Q: 3 clusters Score -105717.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -105730.250000 Penalty: 2315.717041
	Iteration 6Q: 3 clusters Score -105730.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -105743.171875 Penalty: 2315.717041
	Iteration 7Q: 3 clusters Score -105743.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -105754.937500 Penalty: 2315.717041
	Iteration 8Q: 3 clusters Score -105754.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -105764.031250 Penalty: 2315.717041
	Iteration 9Q: 3 clusters Score -105764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -105772.078125 Penalty: 2315.717041
	Iteration 10Q: 3 clusters Score -105772.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -105782.687500 Penalty: 2315.717041
	Iteration 11Q: 3 clusters Score -105782.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -105790.804688 Penalty: 2315.717041
	Iteration 12Q: 3 clusters Score -105790.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -105793.296875 Penalty: 2315.717041
	Iteration 13Q: 3 clusters Score -105793.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -105794.625000 Penalty: 2315.717041
	Iteration 14Q: 3 clusters Score -105794.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -105796.390625 Penalty: 2315.717041
	Iteration 15Q: 3 clusters Score -105796.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -105796.671875 Penalty: 2315.717041
	Iteration 16Q: 3 clusters Score -105796.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -105797.250000 Penalty: 2315.717041
	Iteration 17Q: 3 clusters Score -105797.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -105798.250000 Penalty: 2315.717041
	Iteration 18Q: 3 clusters Score -105798.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -105798.929688 Penalty: 2315.717041
	Iteration 19Q: 3 clusters Score -105798.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -105798.929688 Penalty: 2315.717041
	Iteration 20F: 3 clusters Score -105798.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Entering Unmasked Estep 
Score: -170070.359375 Penalty: 1232.442993
	Iteration 0F: 2 clusters Score -170070.4 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 1019 members 
Entering Unmasked Estep 
Score: -168014.359375 Penalty: 2464.885986
	Iteration 0F: 3 clusters Score -168014.4 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -168522.234375 Penalty: 2464.885986
	Iteration 1F: 3 clusters Score -168522.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -168705.187500 Penalty: 2464.885986
	Iteration 2F: 3 clusters Score -168705.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -168887.656250 Penalty: 2464.885986
	Iteration 3F: 3 clusters Score -168887.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -169058.500000 Penalty: 2464.885986
	Iteration 4F: 3 clusters Score -169058.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -169190.109375 Penalty: 2464.885986
	Iteration 5F: 3 clusters Score -169190.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -169246.937500 Penalty: 2464.885986
	Iteration 6Q: 3 clusters Score -169246.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -169266.671875 Penalty: 2464.885986
	Iteration 7Q: 3 clusters Score -169266.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -169279.890625 Penalty: 2464.885986
	Iteration 8Q: 3 clusters Score -169279.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -169286.218750 Penalty: 2464.885986
	Iteration 9Q: 3 clusters Score -169286.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -169294.765625 Penalty: 2464.885986
	Iteration 10Q: 3 clusters Score -169294.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -169300.437500 Penalty: 2464.885986
	Iteration 11Q: 3 clusters Score -169300.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -169305.609375 Penalty: 2464.885986
	Iteration 12Q: 3 clusters Score -169305.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -169308.406250 Penalty: 2464.885986
	Iteration 13Q: 3 clusters Score -169308.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -169310.406250 Penalty: 2464.885986
	Iteration 14Q: 3 clusters Score -169310.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -169311.796875 Penalty: 2464.885986
	Iteration 15Q: 3 clusters Score -169311.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -169312.218750 Penalty: 2464.885986
	Iteration 16Q: 3 clusters Score -169312.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -169313.359375 Penalty: 2464.885986
	Iteration 17Q: 3 clusters Score -169313.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -169314.265625 Penalty: 2464.885986
	Iteration 18Q: 3 clusters Score -169314.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -169314.265625 Penalty: 2464.885986
	Iteration 19F: 3 clusters Score -169314.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (90065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90065 members 
Entering Unmasked Estep 
Score: -8285166.500000 Penalty: 1853.846680
	Iteration 0F: 2 clusters Score -8285166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 44760 members 
Entering Unmasked Estep 
Score: -8224832.000000 Penalty: 3707.693359
	Iteration 0F: 3 clusters Score -8224832 nChanged 42989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50558 members 
Mstep: Class 2 contains 39507 members 
Entering Unmasked Estep 
Score: -8251125.000000 Penalty: 3707.693359
	Iteration 1F: 3 clusters Score -8251125 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53952 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -8253684.500000 Penalty: 3707.693359
	Iteration 2F: 3 clusters Score -8253684 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58721 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -8257770.000000 Penalty: 3707.693359
	Iteration 3F: 3 clusters Score -8257770 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64774 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -8263600.500000 Penalty: 3707.693359
	Iteration 4F: 3 clusters Score -8263600 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71404 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -8270413.000000 Penalty: 3707.693359
	Iteration 5F: 3 clusters Score -8270413 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76951 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -8276665.500000 Penalty: 3707.693359
	Iteration 6F: 3 clusters Score -8276666 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80473 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -8281154.000000 Penalty: 3707.693359
	Iteration 7Q: 3 clusters Score -8281154 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82263 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -8283390.000000 Penalty: 3707.693359
	Iteration 8Q: 3 clusters Score -8283390 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83148 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -8284120.500000 Penalty: 3707.693359
	Iteration 9Q: 3 clusters Score -8284120 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83765 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -8284454.500000 Penalty: 3707.693359
	Iteration 10Q: 3 clusters Score -8284454 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84238 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -8284629.500000 Penalty: 3707.693359
	Iteration 11Q: 3 clusters Score -8284630 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84620 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -8284738.500000 Penalty: 3707.693359
	Iteration 12Q: 3 clusters Score -8284738 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84902 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -8284817.500000 Penalty: 3707.693359
	Iteration 13Q: 3 clusters Score -8284818 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85125 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -8284880.500000 Penalty: 3707.693359
	Iteration 14Q: 3 clusters Score -8284880 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85330 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -8284921.000000 Penalty: 3707.693359
	Iteration 15Q: 3 clusters Score -8284921 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85511 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -8284916.000000 Penalty: 3707.693359
	Iteration 16Q: 3 clusters Score -8284916 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85661 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -8284965.500000 Penalty: 3707.693359
	Iteration 17Q: 3 clusters Score -8284966 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85779 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -8284977.500000 Penalty: 3707.693359
	Iteration 18Q: 3 clusters Score -8284978 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85879 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -8284979.500000 Penalty: 3707.693359
	Iteration 19Q: 3 clusters Score -8284980 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85958 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -8285000.500000 Penalty: 3707.693359
	Iteration 20F: 3 clusters Score -8285000 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86024 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -8285004.000000 Penalty: 3707.693359
	Iteration 21Q: 3 clusters Score -8285004 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86087 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -8285027.000000 Penalty: 3707.693359
	Iteration 22Q: 3 clusters Score -8285027 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86136 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -8285030.500000 Penalty: 3707.693359
	Iteration 23Q: 3 clusters Score -8285030 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86175 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -8285025.000000 Penalty: 3707.693359
	Iteration 24Q: 3 clusters Score -8285025 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86213 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -8285035.500000 Penalty: 3707.693359
	Iteration 25Q: 3 clusters Score -8285036 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86247 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -8285035.500000 Penalty: 3707.693359
	Iteration 26Q: 3 clusters Score -8285036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86266 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -8285048.500000 Penalty: 3707.693359
	Iteration 27Q: 3 clusters Score -8285048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86277 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -8285040.000000 Penalty: 3707.693359
	Iteration 28Q: 3 clusters Score -8285040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86286 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -8285039.500000 Penalty: 3707.693359
	Iteration 29Q: 3 clusters Score -8285040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86296 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -8285046.500000 Penalty: 3707.693359
	Iteration 30Q: 3 clusters Score -8285046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86304 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -8285043.000000 Penalty: 3707.693359
	Iteration 31Q: 3 clusters Score -8285043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86313 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -8285039.500000 Penalty: 3707.693359
	Iteration 32Q: 3 clusters Score -8285040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86319 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -8285038.500000 Penalty: 3707.693359
	Iteration 33Q: 3 clusters Score -8285038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86323 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -8285038.500000 Penalty: 3707.693359
	Iteration 34Q: 3 clusters Score -8285038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86329 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -8285031.000000 Penalty: 3707.693359
	Iteration 35Q: 3 clusters Score -8285031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86338 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -8285039.000000 Penalty: 3707.693359
	Iteration 36Q: 3 clusters Score -8285039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86350 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -8285036.000000 Penalty: 3707.693359
	Iteration 37Q: 3 clusters Score -8285036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86364 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -8285049.500000 Penalty: 3707.693359
	Iteration 38Q: 3 clusters Score -8285050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86374 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -8285043.000000 Penalty: 3707.693359
	Iteration 39Q: 3 clusters Score -8285043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86383 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -8285046.500000 Penalty: 3707.693359
	Iteration 40F: 3 clusters Score -8285046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86388 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -8285053.500000 Penalty: 3707.693359
	Iteration 41Q: 3 clusters Score -8285054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86392 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -8285055.000000 Penalty: 3707.693359
	Iteration 42Q: 3 clusters Score -8285055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86395 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -8285055.000000 Penalty: 3707.693359
	Iteration 43Q: 3 clusters Score -8285055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86398 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -8285056.500000 Penalty: 3707.693359
	Iteration 44Q: 3 clusters Score -8285056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86402 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -8285057.000000 Penalty: 3707.693359
	Iteration 45Q: 3 clusters Score -8285057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86407 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -8285052.000000 Penalty: 3707.693359
	Iteration 46Q: 3 clusters Score -8285052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86410 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -8285058.500000 Penalty: 3707.693359
	Iteration 47Q: 3 clusters Score -8285058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86413 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -8285048.000000 Penalty: 3707.693359
	Iteration 48Q: 3 clusters Score -8285048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86417 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -8285054.500000 Penalty: 3707.693359
	Iteration 49Q: 3 clusters Score -8285054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86417 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -8285054.500000 Penalty: 3707.693359
	Iteration 50F: 3 clusters Score -8285054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -611578.937500 Penalty: 1434.677856
	Iteration 0F: 2 clusters Score -611578.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -606462.187500 Penalty: 2869.355713
	Iteration 0F: 3 clusters Score -606462.2 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -608061.062500 Penalty: 2869.355713
	Iteration 1F: 3 clusters Score -608061.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -608403.437500 Penalty: 2869.355713
	Iteration 2F: 3 clusters Score -608403.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -608754.375000 Penalty: 2869.355713
	Iteration 3F: 3 clusters Score -608754.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -609098.875000 Penalty: 2869.355713
	Iteration 4F: 3 clusters Score -609098.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -609379.187500 Penalty: 2869.355713
	Iteration 5F: 3 clusters Score -609379.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -609592.937500 Penalty: 2869.355713
	Iteration 6Q: 3 clusters Score -609592.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -609785.687500 Penalty: 2869.355713
	Iteration 7Q: 3 clusters Score -609785.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -609956.250000 Penalty: 2869.355713
	Iteration 8Q: 3 clusters Score -609956.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -610077.437500 Penalty: 2869.355713
	Iteration 9Q: 3 clusters Score -610077.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -610162.875000 Penalty: 2869.355713
	Iteration 10Q: 3 clusters Score -610162.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -610223.562500 Penalty: 2869.355713
	Iteration 11Q: 3 clusters Score -610223.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -610256.125000 Penalty: 2869.355713
	Iteration 12Q: 3 clusters Score -610256.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -610286.750000 Penalty: 2869.355713
	Iteration 13Q: 3 clusters Score -610286.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -610309.937500 Penalty: 2869.355713
	Iteration 14Q: 3 clusters Score -610309.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -610333.625000 Penalty: 2869.355713
	Iteration 15Q: 3 clusters Score -610333.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -610362.375000 Penalty: 2869.355713
	Iteration 16Q: 3 clusters Score -610362.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -610380.437500 Penalty: 2869.355713
	Iteration 17Q: 3 clusters Score -610380.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -610397.437500 Penalty: 2869.355713
	Iteration 18Q: 3 clusters Score -610397.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -610416.750000 Penalty: 2869.355713
	Iteration 19Q: 3 clusters Score -610416.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -610429.750000 Penalty: 2869.355713
	Iteration 20F: 3 clusters Score -610429.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -610441.187500 Penalty: 2869.355713
	Iteration 21Q: 3 clusters Score -610441.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -610448.250000 Penalty: 2869.355713
	Iteration 22Q: 3 clusters Score -610448.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -610459.437500 Penalty: 2869.355713
	Iteration 23Q: 3 clusters Score -610459.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -610466.625000 Penalty: 2869.355713
	Iteration 24Q: 3 clusters Score -610466.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -610474.312500 Penalty: 2869.355713
	Iteration 25Q: 3 clusters Score -610474.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -610479.187500 Penalty: 2869.355713
	Iteration 26Q: 3 clusters Score -610479.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -610485.000000 Penalty: 2869.355713
	Iteration 27Q: 3 clusters Score -610485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -610489.625000 Penalty: 2869.355713
	Iteration 28Q: 3 clusters Score -610489.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -610493.500000 Penalty: 2869.355713
	Iteration 29Q: 3 clusters Score -610493.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -610499.562500 Penalty: 2869.355713
	Iteration 30Q: 3 clusters Score -610499.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -610504.125000 Penalty: 2869.355713
	Iteration 31Q: 3 clusters Score -610504.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -610506.125000 Penalty: 2869.355713
	Iteration 32Q: 3 clusters Score -610506.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -610508.812500 Penalty: 2869.355713
	Iteration 33Q: 3 clusters Score -610508.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -610509.812500 Penalty: 2869.355713
	Iteration 34Q: 3 clusters Score -610509.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -610511.437500 Penalty: 2869.355713
	Iteration 35Q: 3 clusters Score -610511.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -610512.812500 Penalty: 2869.355713
	Iteration 36Q: 3 clusters Score -610512.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -610514.375000 Penalty: 2869.355713
	Iteration 37Q: 3 clusters Score -610514.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -610513.812500 Penalty: 2869.355713
	Iteration 38Q: 3 clusters Score -610513.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -610513.812500 Penalty: 2869.355713
	Iteration 39F: 3 clusters Score -610513.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Entering Unmasked Estep 
Score: -184390.406250 Penalty: 1264.706177
	Iteration 0F: 2 clusters Score -184390.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -182096.078125 Penalty: 2529.412354
	Iteration 0F: 3 clusters Score -182096.1 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -182637.656250 Penalty: 2529.412354
	Iteration 1F: 3 clusters Score -182637.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -182781.625000 Penalty: 2529.412354
	Iteration 2F: 3 clusters Score -182781.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -182911.265625 Penalty: 2529.412354
	Iteration 3F: 3 clusters Score -182911.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -182990.921875 Penalty: 2529.412354
	Iteration 4Q: 3 clusters Score -182990.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -183047.406250 Penalty: 2529.412354
	Iteration 5Q: 3 clusters Score -183047.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -183106.671875 Penalty: 2529.412354
	Iteration 6Q: 3 clusters Score -183106.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -183168.296875 Penalty: 2529.412354
	Iteration 7Q: 3 clusters Score -183168.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -183227.343750 Penalty: 2529.412354
	Iteration 8Q: 3 clusters Score -183227.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -183262.921875 Penalty: 2529.412354
	Iteration 9Q: 3 clusters Score -183262.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -183291.875000 Penalty: 2529.412354
	Iteration 10Q: 3 clusters Score -183291.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -183323.031250 Penalty: 2529.412354
	Iteration 11Q: 3 clusters Score -183323 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -183354.765625 Penalty: 2529.412354
	Iteration 12Q: 3 clusters Score -183354.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -183378.343750 Penalty: 2529.412354
	Iteration 13Q: 3 clusters Score -183378.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -183408.078125 Penalty: 2529.412354
	Iteration 14Q: 3 clusters Score -183408.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -183428.859375 Penalty: 2529.412354
	Iteration 15Q: 3 clusters Score -183428.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -183446.375000 Penalty: 2529.412354
	Iteration 16Q: 3 clusters Score -183446.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -183461.640625 Penalty: 2529.412354
	Iteration 17Q: 3 clusters Score -183461.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -183468.265625 Penalty: 2529.412354
	Iteration 18Q: 3 clusters Score -183468.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -183472.406250 Penalty: 2529.412354
	Iteration 19Q: 3 clusters Score -183472.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -183479.406250 Penalty: 2529.412354
	Iteration 20F: 3 clusters Score -183479.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -183489.765625 Penalty: 2529.412354
	Iteration 21Q: 3 clusters Score -183489.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -183497.828125 Penalty: 2529.412354
	Iteration 22Q: 3 clusters Score -183497.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -183507.984375 Penalty: 2529.412354
	Iteration 23Q: 3 clusters Score -183508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -183514.968750 Penalty: 2529.412354
	Iteration 24Q: 3 clusters Score -183515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -183528.187500 Penalty: 2529.412354
	Iteration 25Q: 3 clusters Score -183528.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -183541.453125 Penalty: 2529.412354
	Iteration 26Q: 3 clusters Score -183541.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -183552.468750 Penalty: 2529.412354
	Iteration 27Q: 3 clusters Score -183552.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -183565.468750 Penalty: 2529.412354
	Iteration 28Q: 3 clusters Score -183565.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -183571.156250 Penalty: 2529.412354
	Iteration 29Q: 3 clusters Score -183571.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -183574.593750 Penalty: 2529.412354
	Iteration 30Q: 3 clusters Score -183574.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -183576.937500 Penalty: 2529.412354
	Iteration 31Q: 3 clusters Score -183576.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -183579.515625 Penalty: 2529.412354
	Iteration 32Q: 3 clusters Score -183579.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -183581.546875 Penalty: 2529.412354
	Iteration 33Q: 3 clusters Score -183581.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -183585.156250 Penalty: 2529.412354
	Iteration 34Q: 3 clusters Score -183585.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -183586.968750 Penalty: 2529.412354
	Iteration 35Q: 3 clusters Score -183587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -183590.234375 Penalty: 2529.412354
	Iteration 36Q: 3 clusters Score -183590.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -183594.562500 Penalty: 2529.412354
	Iteration 37Q: 3 clusters Score -183594.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -183596.765625 Penalty: 2529.412354
	Iteration 38Q: 3 clusters Score -183596.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -183597.078125 Penalty: 2529.412354
	Iteration 39Q: 3 clusters Score -183597.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -183597.671875 Penalty: 2529.412354
	Iteration 40F: 3 clusters Score -183597.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Entering Unmasked Estep 
Score: -107167.640625 Penalty: 1161.350464
	Iteration 0F: 2 clusters Score -107167.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -105545.882812 Penalty: 2322.700928
	Iteration 0F: 3 clusters Score -105545.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -105860.351562 Penalty: 2322.700928
	Iteration 1F: 3 clusters Score -105860.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -105973.578125 Penalty: 2322.700928
	Iteration 2F: 3 clusters Score -105973.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -106033.468750 Penalty: 2322.700928
	Iteration 3F: 3 clusters Score -106033.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -106073.796875 Penalty: 2322.700928
	Iteration 4Q: 3 clusters Score -106073.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -106111.593750 Penalty: 2322.700928
	Iteration 5Q: 3 clusters Score -106111.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -106135.851562 Penalty: 2322.700928
	Iteration 6Q: 3 clusters Score -106135.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -106168.164062 Penalty: 2322.700928
	Iteration 7Q: 3 clusters Score -106168.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -106194.320312 Penalty: 2322.700928
	Iteration 8Q: 3 clusters Score -106194.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -106214.921875 Penalty: 2322.700928
	Iteration 9Q: 3 clusters Score -106214.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -106229.210938 Penalty: 2322.700928
	Iteration 10Q: 3 clusters Score -106229.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -106244.078125 Penalty: 2322.700928
	Iteration 11Q: 3 clusters Score -106244.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -106268.515625 Penalty: 2322.700928
	Iteration 12Q: 3 clusters Score -106268.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -106309.453125 Penalty: 2322.700928
	Iteration 13Q: 3 clusters Score -106309.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -106357.382812 Penalty: 2322.700928
	Iteration 14Q: 3 clusters Score -106357.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -106405.625000 Penalty: 2322.700928
	Iteration 15Q: 3 clusters Score -106405.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -106447.804688 Penalty: 2322.700928
	Iteration 16Q: 3 clusters Score -106447.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -106468.796875 Penalty: 2322.700928
	Iteration 17Q: 3 clusters Score -106468.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -106477.781250 Penalty: 2322.700928
	Iteration 18Q: 3 clusters Score -106477.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -106483.265625 Penalty: 2322.700928
	Iteration 19Q: 3 clusters Score -106483.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -106484.906250 Penalty: 2322.700928
	Iteration 20F: 3 clusters Score -106484.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -106486.453125 Penalty: 2322.700928
	Iteration 21Q: 3 clusters Score -106486.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -106486.453125 Penalty: 2322.700928
	Iteration 22F: 3 clusters Score -106486.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Entering Unmasked Estep 
Score: -254070.890625 Penalty: 1295.245361
	Iteration 0F: 2 clusters Score -254070.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -251404.359375 Penalty: 2590.490723
	Iteration 0F: 3 clusters Score -251404.4 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -252028.234375 Penalty: 2590.490723
	Iteration 1F: 3 clusters Score -252028.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -252142.906250 Penalty: 2590.490723
	Iteration 2F: 3 clusters Score -252142.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -252213.015625 Penalty: 2590.490723
	Iteration 3Q: 3 clusters Score -252213 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -252271.062500 Penalty: 2590.490723
	Iteration 4Q: 3 clusters Score -252271.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -252318.250000 Penalty: 2590.490723
	Iteration 5Q: 3 clusters Score -252318.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -252383.296875 Penalty: 2590.490723
	Iteration 6Q: 3 clusters Score -252383.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -252443.781250 Penalty: 2590.490723
	Iteration 7Q: 3 clusters Score -252443.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -252499.765625 Penalty: 2590.490723
	Iteration 8Q: 3 clusters Score -252499.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -252567.156250 Penalty: 2590.490723
	Iteration 9Q: 3 clusters Score -252567.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -252621.281250 Penalty: 2590.490723
	Iteration 10Q: 3 clusters Score -252621.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -252674.781250 Penalty: 2590.490723
	Iteration 11Q: 3 clusters Score -252674.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -252721.687500 Penalty: 2590.490723
	Iteration 12Q: 3 clusters Score -252721.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -252774.859375 Penalty: 2590.490723
	Iteration 13Q: 3 clusters Score -252774.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -252822.546875 Penalty: 2590.490723
	Iteration 14Q: 3 clusters Score -252822.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -252867.281250 Penalty: 2590.490723
	Iteration 15Q: 3 clusters Score -252867.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -252913.531250 Penalty: 2590.490723
	Iteration 16Q: 3 clusters Score -252913.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -252967.812500 Penalty: 2590.490723
	Iteration 17Q: 3 clusters Score -252967.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -253013.562500 Penalty: 2590.490723
	Iteration 18Q: 3 clusters Score -253013.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -253055.484375 Penalty: 2590.490723
	Iteration 19Q: 3 clusters Score -253055.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -253098.484375 Penalty: 2590.490723
	Iteration 20F: 3 clusters Score -253098.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -253134.640625 Penalty: 2590.490723
	Iteration 21Q: 3 clusters Score -253134.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -253167.609375 Penalty: 2590.490723
	Iteration 22Q: 3 clusters Score -253167.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -253194.375000 Penalty: 2590.490723
	Iteration 23Q: 3 clusters Score -253194.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -253210.890625 Penalty: 2590.490723
	Iteration 24Q: 3 clusters Score -253210.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -253226.187500 Penalty: 2590.490723
	Iteration 25Q: 3 clusters Score -253226.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -253242.265625 Penalty: 2590.490723
	Iteration 26Q: 3 clusters Score -253242.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -253253.906250 Penalty: 2590.490723
	Iteration 27Q: 3 clusters Score -253253.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -253261.375000 Penalty: 2590.490723
	Iteration 28Q: 3 clusters Score -253261.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -253266.359375 Penalty: 2590.490723
	Iteration 29Q: 3 clusters Score -253266.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -253267.937500 Penalty: 2590.490723
	Iteration 30Q: 3 clusters Score -253267.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -253268.453125 Penalty: 2590.490723
	Iteration 31Q: 3 clusters Score -253268.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -253268.453125 Penalty: 2590.490723
	Iteration 32F: 3 clusters Score -253268.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Entering Unmasked Estep 
Score: -345974.312500 Penalty: 1340.258301
	Iteration 0F: 2 clusters Score -345974.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -342801.312500 Penalty: 2680.516602
	Iteration 0F: 3 clusters Score -342801.3 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -343669.656250 Penalty: 2680.516602
	Iteration 1F: 3 clusters Score -343669.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -343916.312500 Penalty: 2680.516602
	Iteration 2F: 3 clusters Score -343916.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -344102.250000 Penalty: 2680.516602
	Iteration 3F: 3 clusters Score -344102.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -344269.781250 Penalty: 2680.516602
	Iteration 4F: 3 clusters Score -344269.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -344416.593750 Penalty: 2680.516602
	Iteration 5F: 3 clusters Score -344416.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -344553.031250 Penalty: 2680.516602
	Iteration 6Q: 3 clusters Score -344553 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -344664.812500 Penalty: 2680.516602
	Iteration 7Q: 3 clusters Score -344664.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -344768.187500 Penalty: 2680.516602
	Iteration 8Q: 3 clusters Score -344768.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -344848.218750 Penalty: 2680.516602
	Iteration 9Q: 3 clusters Score -344848.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -344907.843750 Penalty: 2680.516602
	Iteration 10Q: 3 clusters Score -344907.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -344964.312500 Penalty: 2680.516602
	Iteration 11Q: 3 clusters Score -344964.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -345020.656250 Penalty: 2680.516602
	Iteration 12Q: 3 clusters Score -345020.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -345070.718750 Penalty: 2680.516602
	Iteration 13Q: 3 clusters Score -345070.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -345107.531250 Penalty: 2680.516602
	Iteration 14Q: 3 clusters Score -345107.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -345137.562500 Penalty: 2680.516602
	Iteration 15Q: 3 clusters Score -345137.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -345162.062500 Penalty: 2680.516602
	Iteration 16Q: 3 clusters Score -345162.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -345177.031250 Penalty: 2680.516602
	Iteration 17Q: 3 clusters Score -345177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -345194.125000 Penalty: 2680.516602
	Iteration 18Q: 3 clusters Score -345194.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -345202.656250 Penalty: 2680.516602
	Iteration 19Q: 3 clusters Score -345202.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -345211.750000 Penalty: 2680.516602
	Iteration 20F: 3 clusters Score -345211.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -345222.875000 Penalty: 2680.516602
	Iteration 21Q: 3 clusters Score -345222.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -345230.812500 Penalty: 2680.516602
	Iteration 22Q: 3 clusters Score -345230.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -345241.562500 Penalty: 2680.516602
	Iteration 23Q: 3 clusters Score -345241.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -345246.562500 Penalty: 2680.516602
	Iteration 24Q: 3 clusters Score -345246.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -345248.125000 Penalty: 2680.516602
	Iteration 25Q: 3 clusters Score -345248.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -345248.781250 Penalty: 2680.516602
	Iteration 26Q: 3 clusters Score -345248.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -345248.875000 Penalty: 2680.516602
	Iteration 27Q: 3 clusters Score -345248.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -345249.281250 Penalty: 2680.516602
	Iteration 28Q: 3 clusters Score -345249.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -345249.281250 Penalty: 2680.516602
	Iteration 29F: 3 clusters Score -345249.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Entering Unmasked Estep 
Score: -184471.859375 Penalty: 1241.832275
	Iteration 0F: 2 clusters Score -184471.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -182329.578125 Penalty: 2483.664551
	Iteration 0F: 3 clusters Score -182329.6 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -182764.843750 Penalty: 2483.664551
	Iteration 1F: 3 clusters Score -182764.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -182883.093750 Penalty: 2483.664551
	Iteration 2F: 3 clusters Score -182883.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -182963.953125 Penalty: 2483.664551
	Iteration 3F: 3 clusters Score -182964 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -183028.890625 Penalty: 2483.664551
	Iteration 4Q: 3 clusters Score -183028.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -183072.671875 Penalty: 2483.664551
	Iteration 5Q: 3 clusters Score -183072.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -183097.687500 Penalty: 2483.664551
	Iteration 6Q: 3 clusters Score -183097.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -183116.796875 Penalty: 2483.664551
	Iteration 7Q: 3 clusters Score -183116.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -183139.968750 Penalty: 2483.664551
	Iteration 8Q: 3 clusters Score -183140 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -183165.859375 Penalty: 2483.664551
	Iteration 9Q: 3 clusters Score -183165.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -183192.906250 Penalty: 2483.664551
	Iteration 10Q: 3 clusters Score -183192.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -183217.421875 Penalty: 2483.664551
	Iteration 11Q: 3 clusters Score -183217.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -183238.718750 Penalty: 2483.664551
	Iteration 12Q: 3 clusters Score -183238.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -183254.234375 Penalty: 2483.664551
	Iteration 13Q: 3 clusters Score -183254.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -183262.531250 Penalty: 2483.664551
	Iteration 14Q: 3 clusters Score -183262.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -183265.296875 Penalty: 2483.664551
	Iteration 15Q: 3 clusters Score -183265.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -183268.171875 Penalty: 2483.664551
	Iteration 16Q: 3 clusters Score -183268.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -183271.734375 Penalty: 2483.664551
	Iteration 17Q: 3 clusters Score -183271.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -183277.734375 Penalty: 2483.664551
	Iteration 18Q: 3 clusters Score -183277.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -183289.328125 Penalty: 2483.664551
	Iteration 19Q: 3 clusters Score -183289.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -183295.093750 Penalty: 2483.664551
	Iteration 20F: 3 clusters Score -183295.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -183301.093750 Penalty: 2483.664551
	Iteration 21Q: 3 clusters Score -183301.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -183301.609375 Penalty: 2483.664551
	Iteration 22Q: 3 clusters Score -183301.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -183301.609375 Penalty: 2483.664551
	Iteration 23F: 3 clusters Score -183301.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (41278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Entering Unmasked Estep 
Score: -3827944.250000 Penalty: 1727.063843
	Iteration 0F: 2 clusters Score -3827944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -3800424.500000 Penalty: 3454.127686
	Iteration 0F: 3 clusters Score -3800424 nChanged 19219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -3811047.250000 Penalty: 3454.127686
	Iteration 1F: 3 clusters Score -3811047 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -3811594.000000 Penalty: 3454.127686
	Iteration 2Q: 3 clusters Score -3811594 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -3812399.250000 Penalty: 3454.127686
	Iteration 3Q: 3 clusters Score -3812399 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -3813760.000000 Penalty: 3454.127686
	Iteration 4F: 3 clusters Score -3813760 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -3815765.250000 Penalty: 3454.127686
	Iteration 5F: 3 clusters Score -3815765 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -3818404.250000 Penalty: 3454.127686
	Iteration 6F: 3 clusters Score -3818404 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -3821256.000000 Penalty: 3454.127686
	Iteration 7F: 3 clusters Score -3821256 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -3823538.750000 Penalty: 3454.127686
	Iteration 8F: 3 clusters Score -3823539 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3824896.750000 Penalty: 3454.127686
	Iteration 9Q: 3 clusters Score -3824897 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39956 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3825615.250000 Penalty: 3454.127686
	Iteration 10Q: 3 clusters Score -3825615 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3825979.750000 Penalty: 3454.127686
	Iteration 11Q: 3 clusters Score -3825980 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3826215.500000 Penalty: 3454.127686
	Iteration 12Q: 3 clusters Score -3826216 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3826307.250000 Penalty: 3454.127686
	Iteration 13Q: 3 clusters Score -3826307 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3826361.500000 Penalty: 3454.127686
	Iteration 14Q: 3 clusters Score -3826362 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3826384.500000 Penalty: 3454.127686
	Iteration 15Q: 3 clusters Score -3826384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3826397.250000 Penalty: 3454.127686
	Iteration 16Q: 3 clusters Score -3826397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3826411.500000 Penalty: 3454.127686
	Iteration 17Q: 3 clusters Score -3826412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3826424.750000 Penalty: 3454.127686
	Iteration 18Q: 3 clusters Score -3826425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3826433.500000 Penalty: 3454.127686
	Iteration 19Q: 3 clusters Score -3826434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3826445.750000 Penalty: 3454.127686
	Iteration 20F: 3 clusters Score -3826446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3826456.000000 Penalty: 3454.127686
	Iteration 21Q: 3 clusters Score -3826456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40909 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3826465.000000 Penalty: 3454.127686
	Iteration 22Q: 3 clusters Score -3826465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3826466.000000 Penalty: 3454.127686
	Iteration 23Q: 3 clusters Score -3826466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3826479.500000 Penalty: 3454.127686
	Iteration 24Q: 3 clusters Score -3826480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3826485.750000 Penalty: 3454.127686
	Iteration 25Q: 3 clusters Score -3826486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3826484.250000 Penalty: 3454.127686
	Iteration 26Q: 3 clusters Score -3826484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3826486.000000 Penalty: 3454.127686
	Iteration 27Q: 3 clusters Score -3826486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40931 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3826493.500000 Penalty: 3454.127686
	Iteration 28Q: 3 clusters Score -3826494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3826497.750000 Penalty: 3454.127686
	Iteration 29Q: 3 clusters Score -3826498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3826498.250000 Penalty: 3454.127686
	Iteration 30Q: 3 clusters Score -3826498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3826498.250000 Penalty: 3454.127686
	Iteration 31F: 3 clusters Score -3826498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Entering Unmasked Estep 
Score: -229886.640625 Penalty: 1277.405396
	Iteration 0F: 2 clusters Score -229886.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -227426.421875 Penalty: 2554.810791
	Iteration 0F: 3 clusters Score -227426.4 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -228002.187500 Penalty: 2554.810791
	Iteration 1F: 3 clusters Score -228002.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -228154.156250 Penalty: 2554.810791
	Iteration 2F: 3 clusters Score -228154.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -228289.437500 Penalty: 2554.810791
	Iteration 3F: 3 clusters Score -228289.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -228404.906250 Penalty: 2554.810791
	Iteration 4Q: 3 clusters Score -228404.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -228496.984375 Penalty: 2554.810791
	Iteration 5Q: 3 clusters Score -228497 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -228608.437500 Penalty: 2554.810791
	Iteration 6Q: 3 clusters Score -228608.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -228706.421875 Penalty: 2554.810791
	Iteration 7Q: 3 clusters Score -228706.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -228791.296875 Penalty: 2554.810791
	Iteration 8Q: 3 clusters Score -228791.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -228861.437500 Penalty: 2554.810791
	Iteration 9Q: 3 clusters Score -228861.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -228926.359375 Penalty: 2554.810791
	Iteration 10Q: 3 clusters Score -228926.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -228978.640625 Penalty: 2554.810791
	Iteration 11Q: 3 clusters Score -228978.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -229013.531250 Penalty: 2554.810791
	Iteration 12Q: 3 clusters Score -229013.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -229035.125000 Penalty: 2554.810791
	Iteration 13Q: 3 clusters Score -229035.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -229048.031250 Penalty: 2554.810791
	Iteration 14Q: 3 clusters Score -229048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -229054.531250 Penalty: 2554.810791
	Iteration 15Q: 3 clusters Score -229054.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -229058.390625 Penalty: 2554.810791
	Iteration 16Q: 3 clusters Score -229058.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -229063.578125 Penalty: 2554.810791
	Iteration 17Q: 3 clusters Score -229063.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -229069.546875 Penalty: 2554.810791
	Iteration 18Q: 3 clusters Score -229069.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -229072.828125 Penalty: 2554.810791
	Iteration 19Q: 3 clusters Score -229072.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -229075.281250 Penalty: 2554.810791
	Iteration 20F: 3 clusters Score -229075.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -229078.203125 Penalty: 2554.810791
	Iteration 21Q: 3 clusters Score -229078.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -229081.406250 Penalty: 2554.810791
	Iteration 22Q: 3 clusters Score -229081.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -229082.734375 Penalty: 2554.810791
	Iteration 23Q: 3 clusters Score -229082.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -229083.703125 Penalty: 2554.810791
	Iteration 24Q: 3 clusters Score -229083.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -229083.703125 Penalty: 2554.810791
	Iteration 25F: 3 clusters Score -229083.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -47236.789062 Penalty: 1042.453247
	Iteration 0F: 2 clusters Score -47236.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -46080.351562 Penalty: 2084.906494
	Iteration 0F: 3 clusters Score -46080.35 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46314.296875 Penalty: 2084.906494
	Iteration 1F: 3 clusters Score -46314.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -46458.484375 Penalty: 2084.906494
	Iteration 2F: 3 clusters Score -46458.48 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46563.632812 Penalty: 2084.906494
	Iteration 3F: 3 clusters Score -46563.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -46625.003906 Penalty: 2084.906494
	Iteration 4Q: 3 clusters Score -46625 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -46692.863281 Penalty: 2084.906494
	Iteration 5Q: 3 clusters Score -46692.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46745.738281 Penalty: 2084.906494
	Iteration 6Q: 3 clusters Score -46745.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -46782.101562 Penalty: 2084.906494
	Iteration 7Q: 3 clusters Score -46782.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46823.078125 Penalty: 2084.906494
	Iteration 8Q: 3 clusters Score -46823.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -46858.214844 Penalty: 2084.906494
	Iteration 9Q: 3 clusters Score -46858.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -46874.488281 Penalty: 2084.906494
	Iteration 10Q: 3 clusters Score -46874.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -46881.746094 Penalty: 2084.906494
	Iteration 11Q: 3 clusters Score -46881.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -46883.457031 Penalty: 2084.906494
	Iteration 12Q: 3 clusters Score -46883.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -46885.867188 Penalty: 2084.906494
	Iteration 13Q: 3 clusters Score -46885.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -46889.128906 Penalty: 2084.906494
	Iteration 14Q: 3 clusters Score -46889.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -46890.550781 Penalty: 2084.906494
	Iteration 15Q: 3 clusters Score -46890.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -46890.550781 Penalty: 2084.906494
	Iteration 16F: 3 clusters Score -46890.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 52482 members 
Mstep: Class 3 contains 27572 members 
Mstep: Class 4 contains 10954 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115367 members 
Mstep: Class 7 contains 124298 members 
Mstep: Class 8 contains 27196 members 
Mstep: Class 9 contains 63651 members 
Mstep: Class 10 contains 15302 members 
Mstep: Class 11 contains 3539 members 
Mstep: Class 12 contains 59719 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 2100 members 
Mstep: Class 16 contains 39980 members 
Mstep: Class 17 contains 6358 members 
Mstep: Class 18 contains 59407 members 
Mstep: Class 19 contains 7198 members 
Mstep: Class 20 contains 13104 members 
Mstep: Class 21 contains 13899 members 
Mstep: Class 22 contains 7660 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10489 members 
Mstep: Class 26 contains 18960 members 
Mstep: Class 27 contains 73120 members 
Mstep: Class 28 contains 1334 members 
Mstep: Class 29 contains 1342 members 
Mstep: Class 30 contains 1009 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 8187 members 
Mstep: Class 34 contains 1257 members 
Mstep: Class 35 contains 7533 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9055 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 90065 members 
Mstep: Class 41 contains 6828 members 
Mstep: Class 42 contains 2399 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2895 members 
Mstep: Class 45 contains 3819 members 
Mstep: Class 46 contains 2084 members 
Mstep: Class 47 contains 41278 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471424.000000 Penalty: 109667.085938
Iteration 239Q: 50 clusters Score -8.447142e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27564 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115369 members 
Mstep: Class 7 contains 124298 members 
Mstep: Class 8 contains 27195 members 
Mstep: Class 9 contains 63649 members 
Mstep: Class 10 contains 15301 members 
Mstep: Class 11 contains 3540 members 
Mstep: Class 12 contains 59717 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1304 members 
Mstep: Class 15 contains 2101 members 
Mstep: Class 16 contains 39982 members 
Mstep: Class 17 contains 6354 members 
Mstep: Class 18 contains 59408 members 
Mstep: Class 19 contains 7198 members 
Mstep: Class 20 contains 13100 members 
Mstep: Class 21 contains 13896 members 
Mstep: Class 22 contains 7659 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10489 members 
Mstep: Class 26 contains 18960 members 
Mstep: Class 27 contains 73132 members 
Mstep: Class 28 contains 1334 members 
Mstep: Class 29 contains 1342 members 
Mstep: Class 30 contains 1009 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 8187 members 
Mstep: Class 34 contains 1257 members 
Mstep: Class 35 contains 7533 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9051 members 
Mstep: Class 38 contains 1248 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90066 members 
Mstep: Class 41 contains 6828 members 
Mstep: Class 42 contains 2400 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2894 members 
Mstep: Class 45 contains 3819 members 
Mstep: Class 46 contains 2084 members 
Mstep: Class 47 contains 41280 members 
Mstep: Class 48 contains 2593 members 
Mstep: Class 49 contains 612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471424.000000 Penalty: 109667.085938
Iteration 240F: 50 clusters Score -8.447142e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27563 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115372 members 
Mstep: Class 7 contains 124297 members 
Mstep: Class 8 contains 27197 members 
Mstep: Class 9 contains 63644 members 
Mstep: Class 10 contains 15302 members 
Mstep: Class 11 contains 3540 members 
Mstep: Class 12 contains 59716 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 2101 members 
Mstep: Class 16 contains 39984 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 59411 members 
Mstep: Class 19 contains 7199 members 
Mstep: Class 20 contains 13095 members 
Mstep: Class 21 contains 13891 members 
Mstep: Class 22 contains 7658 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10488 members 
Mstep: Class 26 contains 18962 members 
Mstep: Class 27 contains 73143 members 
Mstep: Class 28 contains 1334 members 
Mstep: Class 29 contains 1342 members 
Mstep: Class 30 contains 1009 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 8186 members 
Mstep: Class 34 contains 1258 members 
Mstep: Class 35 contains 7532 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9048 members 
Mstep: Class 38 contains 1253 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90068 members 
Mstep: Class 41 contains 6828 members 
Mstep: Class 42 contains 2396 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2893 members 
Mstep: Class 45 contains 3819 members 
Mstep: Class 46 contains 2084 members 
Mstep: Class 47 contains 41277 members 
Mstep: Class 48 contains 2593 members 
Mstep: Class 49 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471352.000000 Penalty: 109667.085938
Iteration 241Q: 50 clusters Score -8.447135e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27553 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115372 members 
Mstep: Class 7 contains 124297 members 
Mstep: Class 8 contains 27201 members 
Mstep: Class 9 contains 63646 members 
Mstep: Class 10 contains 15303 members 
Mstep: Class 11 contains 3540 members 
Mstep: Class 12 contains 59716 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1308 members 
Mstep: Class 15 contains 2100 members 
Mstep: Class 16 contains 39984 members 
Mstep: Class 17 contains 6347 members 
Mstep: Class 18 contains 59412 members 
Mstep: Class 19 contains 7199 members 
Mstep: Class 20 contains 13090 members 
Mstep: Class 21 contains 13888 members 
Mstep: Class 22 contains 7658 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10489 members 
Mstep: Class 26 contains 18966 members 
Mstep: Class 27 contains 73154 members 
Mstep: Class 28 contains 1334 members 
Mstep: Class 29 contains 1341 members 
Mstep: Class 30 contains 1010 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 8185 members 
Mstep: Class 34 contains 1258 members 
Mstep: Class 35 contains 7533 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9043 members 
Mstep: Class 38 contains 1256 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90072 members 
Mstep: Class 41 contains 6828 members 
Mstep: Class 42 contains 2397 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2892 members 
Mstep: Class 45 contains 3818 members 
Mstep: Class 46 contains 2085 members 
Mstep: Class 47 contains 41272 members 
Mstep: Class 48 contains 2593 members 
Mstep: Class 49 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471352.000000 Penalty: 109667.085938
Iteration 242Q: 50 clusters Score -8.447135e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27543 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115370 members 
Mstep: Class 7 contains 124297 members 
Mstep: Class 8 contains 27209 members 
Mstep: Class 9 contains 63646 members 
Mstep: Class 10 contains 15303 members 
Mstep: Class 11 contains 3540 members 
Mstep: Class 12 contains 59717 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1308 members 
Mstep: Class 15 contains 2098 members 
Mstep: Class 16 contains 39985 members 
Mstep: Class 17 contains 6341 members 
Mstep: Class 18 contains 59414 members 
Mstep: Class 19 contains 7199 members 
Mstep: Class 20 contains 13080 members 
Mstep: Class 21 contains 13886 members 
Mstep: Class 22 contains 7656 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10490 members 
Mstep: Class 26 contains 18969 members 
Mstep: Class 27 contains 73161 members 
Mstep: Class 28 contains 1334 members 
Mstep: Class 29 contains 1339 members 
Mstep: Class 30 contains 1009 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 8184 members 
Mstep: Class 34 contains 1258 members 
Mstep: Class 35 contains 7533 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9039 members 
Mstep: Class 38 contains 1259 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90077 members 
Mstep: Class 41 contains 6828 members 
Mstep: Class 42 contains 2407 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2890 members 
Mstep: Class 45 contains 3818 members 
Mstep: Class 46 contains 2088 members 
Mstep: Class 47 contains 41272 members 
Mstep: Class 48 contains 2593 members 
Mstep: Class 49 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471336.000000 Penalty: 109667.085938
Iteration 243Q: 50 clusters Score -8.447134e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27535 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115368 members 
Mstep: Class 7 contains 124297 members 
Mstep: Class 8 contains 27214 members 
Mstep: Class 9 contains 63644 members 
Mstep: Class 10 contains 15303 members 
Mstep: Class 11 contains 3539 members 
Mstep: Class 12 contains 59717 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1308 members 
Mstep: Class 15 contains 2093 members 
Mstep: Class 16 contains 39987 members 
Mstep: Class 17 contains 6334 members 
Mstep: Class 18 contains 59414 members 
Mstep: Class 19 contains 7200 members 
Mstep: Class 20 contains 13075 members 
Mstep: Class 21 contains 13886 members 
Mstep: Class 22 contains 7655 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10489 members 
Mstep: Class 26 contains 18972 members 
Mstep: Class 27 contains 73170 members 
Mstep: Class 28 contains 1334 members 
Mstep: Class 29 contains 1340 members 
Mstep: Class 30 contains 1009 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 8183 members 
Mstep: Class 34 contains 1259 members 
Mstep: Class 35 contains 7532 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9031 members 
Mstep: Class 38 contains 1261 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90080 members 
Mstep: Class 41 contains 6828 members 
Mstep: Class 42 contains 2417 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2888 members 
Mstep: Class 45 contains 3819 members 
Mstep: Class 46 contains 2092 members 
Mstep: Class 47 contains 41273 members 
Mstep: Class 48 contains 2593 members 
Mstep: Class 49 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471328.000000 Penalty: 109667.085938
Iteration 244Q: 50 clusters Score -8.447133e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27535 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3288 members 
Mstep: Class 6 contains 115369 members 
Mstep: Class 7 contains 124296 members 
Mstep: Class 8 contains 27213 members 
Mstep: Class 9 contains 63639 members 
Mstep: Class 10 contains 15304 members 
Mstep: Class 11 contains 3538 members 
Mstep: Class 12 contains 59720 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1308 members 
Mstep: Class 15 contains 2089 members 
Mstep: Class 16 contains 39989 members 
Mstep: Class 17 contains 6329 members 
Mstep: Class 18 contains 59415 members 
Mstep: Class 19 contains 7200 members 
Mstep: Class 20 contains 13069 members 
Mstep: Class 21 contains 13884 members 
Mstep: Class 22 contains 7653 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10489 members 
Mstep: Class 26 contains 18975 members 
Mstep: Class 27 contains 73175 members 
Mstep: Class 28 contains 1334 members 
Mstep: Class 29 contains 1341 members 
Mstep: Class 30 contains 1009 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 8183 members 
Mstep: Class 34 contains 1260 members 
Mstep: Class 35 contains 7530 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9029 members 
Mstep: Class 38 contains 1264 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90080 members 
Mstep: Class 41 contains 6828 members 
Mstep: Class 42 contains 2426 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2885 members 
Mstep: Class 45 contains 3819 members 
Mstep: Class 46 contains 2097 members 
Mstep: Class 47 contains 41271 members 
Mstep: Class 48 contains 2593 members 
Mstep: Class 49 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471368.000000 Penalty: 109667.085938
Iteration 245Q: 50 clusters Score -8.447137e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27529 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3288 members 
Mstep: Class 6 contains 115369 members 
Mstep: Class 7 contains 124299 members 
Mstep: Class 8 contains 27215 members 
Mstep: Class 9 contains 63637 members 
Mstep: Class 10 contains 15305 members 
Mstep: Class 11 contains 3538 members 
Mstep: Class 12 contains 59721 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1309 members 
Mstep: Class 15 contains 2087 members 
Mstep: Class 16 contains 39989 members 
Mstep: Class 17 contains 6320 members 
Mstep: Class 18 contains 59415 members 
Mstep: Class 19 contains 7202 members 
Mstep: Class 20 contains 13061 members 
Mstep: Class 21 contains 13881 members 
Mstep: Class 22 contains 7651 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10491 members 
Mstep: Class 26 contains 18977 members 
Mstep: Class 27 contains 73176 members 
Mstep: Class 28 contains 1334 members 
Mstep: Class 29 contains 1341 members 
Mstep: Class 30 contains 1009 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 8183 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7529 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9026 members 
Mstep: Class 38 contains 1268 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90081 members 
Mstep: Class 41 contains 6828 members 
Mstep: Class 42 contains 2436 members 
Mstep: Class 43 contains 1269 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3820 members 
Mstep: Class 46 contains 2104 members 
Mstep: Class 47 contains 41270 members 
Mstep: Class 48 contains 2593 members 
Mstep: Class 49 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471352.000000 Penalty: 109667.085938
Iteration 246Q: 50 clusters Score -8.447135e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27523 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3288 members 
Mstep: Class 6 contains 115368 members 
Mstep: Class 7 contains 124298 members 
Mstep: Class 8 contains 27220 members 
Mstep: Class 9 contains 63637 members 
Mstep: Class 10 contains 15305 members 
Mstep: Class 11 contains 3537 members 
Mstep: Class 12 contains 59718 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1309 members 
Mstep: Class 15 contains 2086 members 
Mstep: Class 16 contains 39989 members 
Mstep: Class 17 contains 6313 members 
Mstep: Class 18 contains 59416 members 
Mstep: Class 19 contains 7203 members 
Mstep: Class 20 contains 13057 members 
Mstep: Class 21 contains 13881 members 
Mstep: Class 22 contains 7651 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10491 members 
Mstep: Class 26 contains 18977 members 
Mstep: Class 27 contains 73181 members 
Mstep: Class 28 contains 1334 members 
Mstep: Class 29 contains 1341 members 
Mstep: Class 30 contains 1009 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 8184 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7527 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9024 members 
Mstep: Class 38 contains 1269 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90085 members 
Mstep: Class 41 contains 6827 members 
Mstep: Class 42 contains 2441 members 
Mstep: Class 43 contains 1269 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3823 members 
Mstep: Class 46 contains 2108 members 
Mstep: Class 47 contains 41269 members 
Mstep: Class 48 contains 2593 members 
Mstep: Class 49 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471312.000000 Penalty: 109667.085938
Iteration 247Q: 50 clusters Score -8.447131e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27519 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3288 members 
Mstep: Class 6 contains 115368 members 
Mstep: Class 7 contains 124298 members 
Mstep: Class 8 contains 27228 members 
Mstep: Class 9 contains 63630 members 
Mstep: Class 10 contains 15302 members 
Mstep: Class 11 contains 3534 members 
Mstep: Class 12 contains 59719 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1310 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39988 members 
Mstep: Class 17 contains 6306 members 
Mstep: Class 18 contains 59418 members 
Mstep: Class 19 contains 7204 members 
Mstep: Class 20 contains 13057 members 
Mstep: Class 21 contains 13883 members 
Mstep: Class 22 contains 7651 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10491 members 
Mstep: Class 26 contains 18977 members 
Mstep: Class 27 contains 73183 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 1343 members 
Mstep: Class 30 contains 1010 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 8186 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7527 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9021 members 
Mstep: Class 38 contains 1270 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90087 members 
Mstep: Class 41 contains 6826 members 
Mstep: Class 42 contains 2444 members 
Mstep: Class 43 contains 1269 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3825 members 
Mstep: Class 46 contains 2110 members 
Mstep: Class 47 contains 41268 members 
Mstep: Class 48 contains 2593 members 
Mstep: Class 49 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471280.000000 Penalty: 109667.085938
Iteration 248Q: 50 clusters Score -8.447128e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27516 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3288 members 
Mstep: Class 6 contains 115364 members 
Mstep: Class 7 contains 124296 members 
Mstep: Class 8 contains 27235 members 
Mstep: Class 9 contains 63626 members 
Mstep: Class 10 contains 15304 members 
Mstep: Class 11 contains 3532 members 
Mstep: Class 12 contains 59720 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1310 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39988 members 
Mstep: Class 17 contains 6298 members 
Mstep: Class 18 contains 59419 members 
Mstep: Class 19 contains 7205 members 
Mstep: Class 20 contains 13054 members 
Mstep: Class 21 contains 13881 members 
Mstep: Class 22 contains 7651 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10491 members 
Mstep: Class 26 contains 18978 members 
Mstep: Class 27 contains 73188 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 1345 members 
Mstep: Class 30 contains 1010 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 8184 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7527 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9017 members 
Mstep: Class 38 contains 1273 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90091 members 
Mstep: Class 41 contains 6825 members 
Mstep: Class 42 contains 2445 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3825 members 
Mstep: Class 46 contains 2115 members 
Mstep: Class 47 contains 41268 members 
Mstep: Class 48 contains 2593 members 
Mstep: Class 49 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471336.000000 Penalty: 109667.085938
Iteration 249Q: 50 clusters Score -8.447134e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27517 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3288 members 
Mstep: Class 6 contains 115365 members 
Mstep: Class 7 contains 124293 members 
Mstep: Class 8 contains 27238 members 
Mstep: Class 9 contains 63625 members 
Mstep: Class 10 contains 15303 members 
Mstep: Class 11 contains 3531 members 
Mstep: Class 12 contains 59719 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1311 members 
Mstep: Class 15 contains 2085 members 
Mstep: Class 16 contains 39988 members 
Mstep: Class 17 contains 6291 members 
Mstep: Class 18 contains 59419 members 
Mstep: Class 19 contains 7205 members 
Mstep: Class 20 contains 13052 members 
Mstep: Class 21 contains 13881 members 
Mstep: Class 22 contains 7651 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10491 members 
Mstep: Class 26 contains 18981 members 
Mstep: Class 27 contains 73192 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 1346 members 
Mstep: Class 30 contains 1010 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 8183 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7526 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9016 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90092 members 
Mstep: Class 41 contains 6825 members 
Mstep: Class 42 contains 2444 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3825 members 
Mstep: Class 46 contains 2121 members 
Mstep: Class 47 contains 41265 members 
Mstep: Class 48 contains 2593 members 
Mstep: Class 49 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471384.000000 Penalty: 109667.085938
Iteration 250Q: 50 clusters Score -8.447138e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27514 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115364 members 
Mstep: Class 7 contains 124289 members 
Mstep: Class 8 contains 27238 members 
Mstep: Class 9 contains 63623 members 
Mstep: Class 10 contains 15303 members 
Mstep: Class 11 contains 3531 members 
Mstep: Class 12 contains 59720 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 2085 members 
Mstep: Class 16 contains 39989 members 
Mstep: Class 17 contains 6292 members 
Mstep: Class 18 contains 59420 members 
Mstep: Class 19 contains 7205 members 
Mstep: Class 20 contains 13050 members 
Mstep: Class 21 contains 13881 members 
Mstep: Class 22 contains 7651 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10491 members 
Mstep: Class 26 contains 18984 members 
Mstep: Class 27 contains 73198 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 1346 members 
Mstep: Class 30 contains 1010 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 8181 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7525 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9014 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90094 members 
Mstep: Class 41 contains 6825 members 
Mstep: Class 42 contains 2442 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3825 members 
Mstep: Class 46 contains 2126 members 
Mstep: Class 47 contains 41264 members 
Mstep: Class 48 contains 2593 members 
Mstep: Class 49 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471384.000000 Penalty: 109667.085938
Iteration 251Q: 50 clusters Score -8.447138e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27509 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115363 members 
Mstep: Class 7 contains 124288 members 
Mstep: Class 8 contains 27241 members 
Mstep: Class 9 contains 63622 members 
Mstep: Class 10 contains 15302 members 
Mstep: Class 11 contains 3530 members 
Mstep: Class 12 contains 59722 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 2085 members 
Mstep: Class 16 contains 39988 members 
Mstep: Class 17 contains 6289 members 
Mstep: Class 18 contains 59421 members 
Mstep: Class 19 contains 7205 members 
Mstep: Class 20 contains 13050 members 
Mstep: Class 21 contains 13879 members 
Mstep: Class 22 contains 7651 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10490 members 
Mstep: Class 26 contains 18986 members 
Mstep: Class 27 contains 73205 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 1346 members 
Mstep: Class 30 contains 1010 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 8179 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7525 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9011 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90099 members 
Mstep: Class 41 contains 6826 members 
Mstep: Class 42 contains 2442 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3825 members 
Mstep: Class 46 contains 2129 members 
Mstep: Class 47 contains 41261 members 
Mstep: Class 48 contains 2593 members 
Mstep: Class 49 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471440.000000 Penalty: 109667.085938
Iteration 252Q: 50 clusters Score -8.447144e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27506 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115366 members 
Mstep: Class 7 contains 124284 members 
Mstep: Class 8 contains 27244 members 
Mstep: Class 9 contains 63622 members 
Mstep: Class 10 contains 15303 members 
Mstep: Class 11 contains 3528 members 
Mstep: Class 12 contains 59723 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 2085 members 
Mstep: Class 16 contains 39986 members 
Mstep: Class 17 contains 6289 members 
Mstep: Class 18 contains 59420 members 
Mstep: Class 19 contains 7205 members 
Mstep: Class 20 contains 13048 members 
Mstep: Class 21 contains 13878 members 
Mstep: Class 22 contains 7650 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10491 members 
Mstep: Class 26 contains 18987 members 
Mstep: Class 27 contains 73209 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 1345 members 
Mstep: Class 30 contains 1010 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 8179 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7526 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9009 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90101 members 
Mstep: Class 41 contains 6825 members 
Mstep: Class 42 contains 2443 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3825 members 
Mstep: Class 46 contains 2131 members 
Mstep: Class 47 contains 41259 members 
Mstep: Class 48 contains 2593 members 
Mstep: Class 49 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471392.000000 Penalty: 109667.085938
Iteration 253Q: 50 clusters Score -8.447139e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27504 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115367 members 
Mstep: Class 7 contains 124278 members 
Mstep: Class 8 contains 27243 members 
Mstep: Class 9 contains 63619 members 
Mstep: Class 10 contains 15304 members 
Mstep: Class 11 contains 3526 members 
Mstep: Class 12 contains 59724 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 2085 members 
Mstep: Class 16 contains 39987 members 
Mstep: Class 17 contains 6289 members 
Mstep: Class 18 contains 59421 members 
Mstep: Class 19 contains 7205 members 
Mstep: Class 20 contains 13047 members 
Mstep: Class 21 contains 13878 members 
Mstep: Class 22 contains 7647 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10492 members 
Mstep: Class 26 contains 18990 members 
Mstep: Class 27 contains 73214 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 8177 members 
Mstep: Class 34 contains 1262 members 
Mstep: Class 35 contains 7527 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9008 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90107 members 
Mstep: Class 41 contains 6825 members 
Mstep: Class 42 contains 2444 members 
Mstep: Class 43 contains 1270 members 
Mstep: Class 44 contains 2882 members 
Mstep: Class 45 contains 3826 members 
Mstep: Class 46 contains 2132 members 
Mstep: Class 47 contains 41256 members 
Mstep: Class 48 contains 2593 members 
Mstep: Class 49 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471424.000000 Penalty: 109667.085938
Iteration 254Q: 50 clusters Score -8.447142e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27502 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115367 members 
Mstep: Class 7 contains 124275 members 
Mstep: Class 8 contains 27242 members 
Mstep: Class 9 contains 63616 members 
Mstep: Class 10 contains 15304 members 
Mstep: Class 11 contains 3525 members 
Mstep: Class 12 contains 59724 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 2085 members 
Mstep: Class 16 contains 39989 members 
Mstep: Class 17 contains 6289 members 
Mstep: Class 18 contains 59421 members 
Mstep: Class 19 contains 7205 members 
Mstep: Class 20 contains 13049 members 
Mstep: Class 21 contains 13877 members 
Mstep: Class 22 contains 7645 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10492 members 
Mstep: Class 26 contains 18993 members 
Mstep: Class 27 contains 73219 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 8177 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7526 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9007 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90110 members 
Mstep: Class 41 contains 6825 members 
Mstep: Class 42 contains 2444 members 
Mstep: Class 43 contains 1271 members 
Mstep: Class 44 contains 2882 members 
Mstep: Class 45 contains 3826 members 
Mstep: Class 46 contains 2133 members 
Mstep: Class 47 contains 41255 members 
Mstep: Class 48 contains 2593 members 
Mstep: Class 49 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471472.000000 Penalty: 109667.085938
Iteration 255Q: 50 clusters Score -8.447147e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27496 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115367 members 
Mstep: Class 7 contains 124275 members 
Mstep: Class 8 contains 27242 members 
Mstep: Class 9 contains 63616 members 
Mstep: Class 10 contains 15304 members 
Mstep: Class 11 contains 3524 members 
Mstep: Class 12 contains 59724 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 2085 members 
Mstep: Class 16 contains 39990 members 
Mstep: Class 17 contains 6289 members 
Mstep: Class 18 contains 59421 members 
Mstep: Class 19 contains 7206 members 
Mstep: Class 20 contains 13049 members 
Mstep: Class 21 contains 13875 members 
Mstep: Class 22 contains 7645 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10492 members 
Mstep: Class 26 contains 18995 members 
Mstep: Class 27 contains 73224 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 8177 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7526 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9003 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90111 members 
Mstep: Class 41 contains 6825 members 
Mstep: Class 42 contains 2444 members 
Mstep: Class 43 contains 1271 members 
Mstep: Class 44 contains 2882 members 
Mstep: Class 45 contains 3827 members 
Mstep: Class 46 contains 2133 members 
Mstep: Class 47 contains 41256 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471472.000000 Penalty: 109667.085938
Iteration 256Q: 50 clusters Score -8.447147e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27493 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115368 members 
Mstep: Class 7 contains 124275 members 
Mstep: Class 8 contains 27242 members 
Mstep: Class 9 contains 63616 members 
Mstep: Class 10 contains 15305 members 
Mstep: Class 11 contains 3524 members 
Mstep: Class 12 contains 59724 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39991 members 
Mstep: Class 17 contains 6289 members 
Mstep: Class 18 contains 59421 members 
Mstep: Class 19 contains 7206 members 
Mstep: Class 20 contains 13049 members 
Mstep: Class 21 contains 13874 members 
Mstep: Class 22 contains 7645 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10492 members 
Mstep: Class 26 contains 18997 members 
Mstep: Class 27 contains 73224 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 8177 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7526 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9000 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90113 members 
Mstep: Class 41 contains 6825 members 
Mstep: Class 42 contains 2445 members 
Mstep: Class 43 contains 1271 members 
Mstep: Class 44 contains 2882 members 
Mstep: Class 45 contains 3828 members 
Mstep: Class 46 contains 2133 members 
Mstep: Class 47 contains 41255 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471456.000000 Penalty: 109667.085938
Iteration 257Q: 50 clusters Score -8.447146e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27492 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115368 members 
Mstep: Class 7 contains 124274 members 
Mstep: Class 8 contains 27242 members 
Mstep: Class 9 contains 63613 members 
Mstep: Class 10 contains 15305 members 
Mstep: Class 11 contains 3524 members 
Mstep: Class 12 contains 59724 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39991 members 
Mstep: Class 17 contains 6289 members 
Mstep: Class 18 contains 59421 members 
Mstep: Class 19 contains 7208 members 
Mstep: Class 20 contains 13049 members 
Mstep: Class 21 contains 13872 members 
Mstep: Class 22 contains 7645 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10492 members 
Mstep: Class 26 contains 18999 members 
Mstep: Class 27 contains 73224 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4355 members 
Mstep: Class 33 contains 8177 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7526 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8998 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90118 members 
Mstep: Class 41 contains 6825 members 
Mstep: Class 42 contains 2446 members 
Mstep: Class 43 contains 1271 members 
Mstep: Class 44 contains 2882 members 
Mstep: Class 45 contains 3829 members 
Mstep: Class 46 contains 2133 members 
Mstep: Class 47 contains 41254 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471432.000000 Penalty: 109667.085938
Iteration 258Q: 50 clusters Score -8.447143e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27492 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115367 members 
Mstep: Class 7 contains 124273 members 
Mstep: Class 8 contains 27242 members 
Mstep: Class 9 contains 63611 members 
Mstep: Class 10 contains 15306 members 
Mstep: Class 11 contains 3524 members 
Mstep: Class 12 contains 59724 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39991 members 
Mstep: Class 17 contains 6289 members 
Mstep: Class 18 contains 59421 members 
Mstep: Class 19 contains 7211 members 
Mstep: Class 20 contains 13050 members 
Mstep: Class 21 contains 13869 members 
Mstep: Class 22 contains 7645 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10492 members 
Mstep: Class 26 contains 19000 members 
Mstep: Class 27 contains 73225 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4354 members 
Mstep: Class 33 contains 8177 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7526 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8995 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90119 members 
Mstep: Class 41 contains 6824 members 
Mstep: Class 42 contains 2446 members 
Mstep: Class 43 contains 1271 members 
Mstep: Class 44 contains 2882 members 
Mstep: Class 45 contains 3829 members 
Mstep: Class 46 contains 2133 members 
Mstep: Class 47 contains 41256 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471408.000000 Penalty: 109667.085938
Iteration 259Q: 50 clusters Score -8.447141e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27490 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115366 members 
Mstep: Class 7 contains 124272 members 
Mstep: Class 8 contains 27243 members 
Mstep: Class 9 contains 63610 members 
Mstep: Class 10 contains 15306 members 
Mstep: Class 11 contains 3524 members 
Mstep: Class 12 contains 59724 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39992 members 
Mstep: Class 17 contains 6289 members 
Mstep: Class 18 contains 59421 members 
Mstep: Class 19 contains 7213 members 
Mstep: Class 20 contains 13050 members 
Mstep: Class 21 contains 13868 members 
Mstep: Class 22 contains 7645 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10492 members 
Mstep: Class 26 contains 19001 members 
Mstep: Class 27 contains 73228 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4352 members 
Mstep: Class 33 contains 8177 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7526 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8993 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90122 members 
Mstep: Class 41 contains 6824 members 
Mstep: Class 42 contains 2446 members 
Mstep: Class 43 contains 1271 members 
Mstep: Class 44 contains 2882 members 
Mstep: Class 45 contains 3829 members 
Mstep: Class 46 contains 2133 members 
Mstep: Class 47 contains 41257 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471448.000000 Penalty: 109667.085938
Iteration 260F: 50 clusters Score -8.447145e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27490 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115364 members 
Mstep: Class 7 contains 124272 members 
Mstep: Class 8 contains 27243 members 
Mstep: Class 9 contains 63611 members 
Mstep: Class 10 contains 15306 members 
Mstep: Class 11 contains 3524 members 
Mstep: Class 12 contains 59724 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39992 members 
Mstep: Class 17 contains 6289 members 
Mstep: Class 18 contains 59421 members 
Mstep: Class 19 contains 7215 members 
Mstep: Class 20 contains 13050 members 
Mstep: Class 21 contains 13868 members 
Mstep: Class 22 contains 7645 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10492 members 
Mstep: Class 26 contains 19002 members 
Mstep: Class 27 contains 73229 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4350 members 
Mstep: Class 33 contains 8177 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7526 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8990 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90123 members 
Mstep: Class 41 contains 6824 members 
Mstep: Class 42 contains 2446 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3829 members 
Mstep: Class 46 contains 2133 members 
Mstep: Class 47 contains 41257 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471416.000000 Penalty: 109667.085938
Iteration 261Q: 50 clusters Score -8.447142e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27490 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115363 members 
Mstep: Class 7 contains 124271 members 
Mstep: Class 8 contains 27243 members 
Mstep: Class 9 contains 63612 members 
Mstep: Class 10 contains 15306 members 
Mstep: Class 11 contains 3524 members 
Mstep: Class 12 contains 59725 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39992 members 
Mstep: Class 17 contains 6289 members 
Mstep: Class 18 contains 59421 members 
Mstep: Class 19 contains 7216 members 
Mstep: Class 20 contains 13050 members 
Mstep: Class 21 contains 13868 members 
Mstep: Class 22 contains 7645 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10492 members 
Mstep: Class 26 contains 19003 members 
Mstep: Class 27 contains 73231 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4348 members 
Mstep: Class 33 contains 8179 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7526 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8988 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90123 members 
Mstep: Class 41 contains 6823 members 
Mstep: Class 42 contains 2446 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3830 members 
Mstep: Class 46 contains 2133 members 
Mstep: Class 47 contains 41257 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471440.000000 Penalty: 109667.085938
Iteration 262Q: 50 clusters Score -8.447144e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27492 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115362 members 
Mstep: Class 7 contains 124269 members 
Mstep: Class 8 contains 27244 members 
Mstep: Class 9 contains 63611 members 
Mstep: Class 10 contains 15306 members 
Mstep: Class 11 contains 3524 members 
Mstep: Class 12 contains 59725 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39992 members 
Mstep: Class 17 contains 6289 members 
Mstep: Class 18 contains 59421 members 
Mstep: Class 19 contains 7216 members 
Mstep: Class 20 contains 13050 members 
Mstep: Class 21 contains 13868 members 
Mstep: Class 22 contains 7645 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10492 members 
Mstep: Class 26 contains 19003 members 
Mstep: Class 27 contains 73233 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4346 members 
Mstep: Class 33 contains 8178 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7526 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8987 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90124 members 
Mstep: Class 41 contains 6824 members 
Mstep: Class 42 contains 2446 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3830 members 
Mstep: Class 46 contains 2133 members 
Mstep: Class 47 contains 41257 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471432.000000 Penalty: 109667.085938
Iteration 263Q: 50 clusters Score -8.447143e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27492 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115360 members 
Mstep: Class 7 contains 124271 members 
Mstep: Class 8 contains 27243 members 
Mstep: Class 9 contains 63610 members 
Mstep: Class 10 contains 15306 members 
Mstep: Class 11 contains 3524 members 
Mstep: Class 12 contains 59726 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39992 members 
Mstep: Class 17 contains 6289 members 
Mstep: Class 18 contains 59421 members 
Mstep: Class 19 contains 7218 members 
Mstep: Class 20 contains 13050 members 
Mstep: Class 21 contains 13868 members 
Mstep: Class 22 contains 7645 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10492 members 
Mstep: Class 26 contains 19004 members 
Mstep: Class 27 contains 73234 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4344 members 
Mstep: Class 33 contains 8175 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7526 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8986 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90127 members 
Mstep: Class 41 contains 6824 members 
Mstep: Class 42 contains 2446 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3830 members 
Mstep: Class 46 contains 2133 members 
Mstep: Class 47 contains 41257 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471424.000000 Penalty: 109667.085938
Iteration 264Q: 50 clusters Score -8.447142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27492 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115360 members 
Mstep: Class 7 contains 124271 members 
Mstep: Class 8 contains 27243 members 
Mstep: Class 9 contains 63610 members 
Mstep: Class 10 contains 15306 members 
Mstep: Class 11 contains 3524 members 
Mstep: Class 12 contains 59726 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39992 members 
Mstep: Class 17 contains 6289 members 
Mstep: Class 18 contains 59421 members 
Mstep: Class 19 contains 7217 members 
Mstep: Class 20 contains 13050 members 
Mstep: Class 21 contains 13868 members 
Mstep: Class 22 contains 7645 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10492 members 
Mstep: Class 26 contains 19004 members 
Mstep: Class 27 contains 73235 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4343 members 
Mstep: Class 33 contains 8173 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7526 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8986 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90129 members 
Mstep: Class 41 contains 6824 members 
Mstep: Class 42 contains 2446 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3830 members 
Mstep: Class 46 contains 2133 members 
Mstep: Class 47 contains 41257 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471416.000000 Penalty: 109667.085938
Iteration 265Q: 50 clusters Score -8.447142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27492 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115360 members 
Mstep: Class 7 contains 124271 members 
Mstep: Class 8 contains 27243 members 
Mstep: Class 9 contains 63610 members 
Mstep: Class 10 contains 15306 members 
Mstep: Class 11 contains 3524 members 
Mstep: Class 12 contains 59726 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39992 members 
Mstep: Class 17 contains 6289 members 
Mstep: Class 18 contains 59421 members 
Mstep: Class 19 contains 7217 members 
Mstep: Class 20 contains 13050 members 
Mstep: Class 21 contains 13868 members 
Mstep: Class 22 contains 7645 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10492 members 
Mstep: Class 26 contains 19004 members 
Mstep: Class 27 contains 73235 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4342 members 
Mstep: Class 33 contains 8171 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7526 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8986 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90132 members 
Mstep: Class 41 contains 6824 members 
Mstep: Class 42 contains 2446 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3830 members 
Mstep: Class 46 contains 2133 members 
Mstep: Class 47 contains 41257 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471424.000000 Penalty: 109667.085938
Iteration 266Q: 50 clusters Score -8.447142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27492 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115360 members 
Mstep: Class 7 contains 124271 members 
Mstep: Class 8 contains 27243 members 
Mstep: Class 9 contains 63610 members 
Mstep: Class 10 contains 15306 members 
Mstep: Class 11 contains 3524 members 
Mstep: Class 12 contains 59726 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39992 members 
Mstep: Class 17 contains 6289 members 
Mstep: Class 18 contains 59421 members 
Mstep: Class 19 contains 7217 members 
Mstep: Class 20 contains 13050 members 
Mstep: Class 21 contains 13868 members 
Mstep: Class 22 contains 7645 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10492 members 
Mstep: Class 26 contains 19004 members 
Mstep: Class 27 contains 73235 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4342 members 
Mstep: Class 33 contains 8170 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7526 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8986 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90133 members 
Mstep: Class 41 contains 6824 members 
Mstep: Class 42 contains 2446 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3830 members 
Mstep: Class 46 contains 2133 members 
Mstep: Class 47 contains 41257 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471416.000000 Penalty: 109667.085938
Iteration 267Q: 50 clusters Score -8.447142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27492 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115360 members 
Mstep: Class 7 contains 124271 members 
Mstep: Class 8 contains 27243 members 
Mstep: Class 9 contains 63610 members 
Mstep: Class 10 contains 15306 members 
Mstep: Class 11 contains 3524 members 
Mstep: Class 12 contains 59726 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39992 members 
Mstep: Class 17 contains 6289 members 
Mstep: Class 18 contains 59421 members 
Mstep: Class 19 contains 7217 members 
Mstep: Class 20 contains 13050 members 
Mstep: Class 21 contains 13868 members 
Mstep: Class 22 contains 7645 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10492 members 
Mstep: Class 26 contains 19004 members 
Mstep: Class 27 contains 73235 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4342 members 
Mstep: Class 33 contains 8168 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7526 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8986 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90135 members 
Mstep: Class 41 contains 6824 members 
Mstep: Class 42 contains 2446 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3830 members 
Mstep: Class 46 contains 2133 members 
Mstep: Class 47 contains 41257 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471432.000000 Penalty: 109667.085938
Iteration 268Q: 50 clusters Score -8.447143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27492 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115360 members 
Mstep: Class 7 contains 124271 members 
Mstep: Class 8 contains 27243 members 
Mstep: Class 9 contains 63609 members 
Mstep: Class 10 contains 15306 members 
Mstep: Class 11 contains 3524 members 
Mstep: Class 12 contains 59726 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39992 members 
Mstep: Class 17 contains 6289 members 
Mstep: Class 18 contains 59421 members 
Mstep: Class 19 contains 7217 members 
Mstep: Class 20 contains 13050 members 
Mstep: Class 21 contains 13868 members 
Mstep: Class 22 contains 7645 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10492 members 
Mstep: Class 26 contains 19004 members 
Mstep: Class 27 contains 73235 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4342 members 
Mstep: Class 33 contains 8167 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7526 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8986 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90137 members 
Mstep: Class 41 contains 6824 members 
Mstep: Class 42 contains 2446 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3830 members 
Mstep: Class 46 contains 2133 members 
Mstep: Class 47 contains 41257 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471432.000000 Penalty: 109667.085938
Iteration 269Q: 50 clusters Score -8.447143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27492 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115360 members 
Mstep: Class 7 contains 124271 members 
Mstep: Class 8 contains 27243 members 
Mstep: Class 9 contains 63609 members 
Mstep: Class 10 contains 15306 members 
Mstep: Class 11 contains 3524 members 
Mstep: Class 12 contains 59726 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39992 members 
Mstep: Class 17 contains 6289 members 
Mstep: Class 18 contains 59421 members 
Mstep: Class 19 contains 7217 members 
Mstep: Class 20 contains 13050 members 
Mstep: Class 21 contains 13868 members 
Mstep: Class 22 contains 7645 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10492 members 
Mstep: Class 26 contains 19004 members 
Mstep: Class 27 contains 73236 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4342 members 
Mstep: Class 33 contains 8164 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7526 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8986 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90139 members 
Mstep: Class 41 contains 6824 members 
Mstep: Class 42 contains 2446 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3830 members 
Mstep: Class 46 contains 2133 members 
Mstep: Class 47 contains 41257 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471424.000000 Penalty: 109667.085938
Iteration 270Q: 50 clusters Score -8.447142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27491 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115360 members 
Mstep: Class 7 contains 124271 members 
Mstep: Class 8 contains 27243 members 
Mstep: Class 9 contains 63607 members 
Mstep: Class 10 contains 15306 members 
Mstep: Class 11 contains 3524 members 
Mstep: Class 12 contains 59726 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39992 members 
Mstep: Class 17 contains 6289 members 
Mstep: Class 18 contains 59421 members 
Mstep: Class 19 contains 7218 members 
Mstep: Class 20 contains 13050 members 
Mstep: Class 21 contains 13868 members 
Mstep: Class 22 contains 7645 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10492 members 
Mstep: Class 26 contains 19004 members 
Mstep: Class 27 contains 73237 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4342 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7526 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8986 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90142 members 
Mstep: Class 41 contains 6824 members 
Mstep: Class 42 contains 2446 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3830 members 
Mstep: Class 46 contains 2133 members 
Mstep: Class 47 contains 41257 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471448.000000 Penalty: 109667.085938
Iteration 271Q: 50 clusters Score -8.447145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27490 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115360 members 
Mstep: Class 7 contains 124270 members 
Mstep: Class 8 contains 27243 members 
Mstep: Class 9 contains 63606 members 
Mstep: Class 10 contains 15306 members 
Mstep: Class 11 contains 3524 members 
Mstep: Class 12 contains 59726 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39992 members 
Mstep: Class 17 contains 6289 members 
Mstep: Class 18 contains 59421 members 
Mstep: Class 19 contains 7218 members 
Mstep: Class 20 contains 13050 members 
Mstep: Class 21 contains 13868 members 
Mstep: Class 22 contains 7645 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10491 members 
Mstep: Class 26 contains 19004 members 
Mstep: Class 27 contains 73237 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4342 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7526 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8986 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90146 members 
Mstep: Class 41 contains 6824 members 
Mstep: Class 42 contains 2446 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3830 members 
Mstep: Class 46 contains 2133 members 
Mstep: Class 47 contains 41257 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471424.000000 Penalty: 109667.085938
Iteration 272Q: 50 clusters Score -8.447142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27488 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115361 members 
Mstep: Class 7 contains 124269 members 
Mstep: Class 8 contains 27243 members 
Mstep: Class 9 contains 63605 members 
Mstep: Class 10 contains 15306 members 
Mstep: Class 11 contains 3524 members 
Mstep: Class 12 contains 59726 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39992 members 
Mstep: Class 17 contains 6289 members 
Mstep: Class 18 contains 59421 members 
Mstep: Class 19 contains 7219 members 
Mstep: Class 20 contains 13050 members 
Mstep: Class 21 contains 13868 members 
Mstep: Class 22 contains 7645 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10491 members 
Mstep: Class 26 contains 19004 members 
Mstep: Class 27 contains 73237 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4342 members 
Mstep: Class 33 contains 8161 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7526 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8986 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90149 members 
Mstep: Class 41 contains 6824 members 
Mstep: Class 42 contains 2446 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3830 members 
Mstep: Class 46 contains 2133 members 
Mstep: Class 47 contains 41257 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471424.000000 Penalty: 109667.085938
Iteration 273Q: 50 clusters Score -8.447142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27485 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115361 members 
Mstep: Class 7 contains 124268 members 
Mstep: Class 8 contains 27243 members 
Mstep: Class 9 contains 63604 members 
Mstep: Class 10 contains 15306 members 
Mstep: Class 11 contains 3524 members 
Mstep: Class 12 contains 59726 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39992 members 
Mstep: Class 17 contains 6289 members 
Mstep: Class 18 contains 59421 members 
Mstep: Class 19 contains 7219 members 
Mstep: Class 20 contains 13050 members 
Mstep: Class 21 contains 13868 members 
Mstep: Class 22 contains 7645 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10491 members 
Mstep: Class 26 contains 19004 members 
Mstep: Class 27 contains 73239 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4342 members 
Mstep: Class 33 contains 8161 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7526 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8986 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90152 members 
Mstep: Class 41 contains 6824 members 
Mstep: Class 42 contains 2446 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3830 members 
Mstep: Class 46 contains 2133 members 
Mstep: Class 47 contains 41257 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471456.000000 Penalty: 109667.085938
Iteration 274Q: 50 clusters Score -8.447146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27481 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115362 members 
Mstep: Class 7 contains 124270 members 
Mstep: Class 8 contains 27243 members 
Mstep: Class 9 contains 63603 members 
Mstep: Class 10 contains 15306 members 
Mstep: Class 11 contains 3524 members 
Mstep: Class 12 contains 59726 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39992 members 
Mstep: Class 17 contains 6289 members 
Mstep: Class 18 contains 59421 members 
Mstep: Class 19 contains 7219 members 
Mstep: Class 20 contains 13050 members 
Mstep: Class 21 contains 13868 members 
Mstep: Class 22 contains 7645 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10491 members 
Mstep: Class 26 contains 19004 members 
Mstep: Class 27 contains 73240 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4342 members 
Mstep: Class 33 contains 8161 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7527 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8986 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90151 members 
Mstep: Class 41 contains 6824 members 
Mstep: Class 42 contains 2446 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3830 members 
Mstep: Class 46 contains 2133 members 
Mstep: Class 47 contains 41258 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471416.000000 Penalty: 109667.085938
Iteration 275Q: 50 clusters Score -8.447142e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27481 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115362 members 
Mstep: Class 7 contains 124270 members 
Mstep: Class 8 contains 27243 members 
Mstep: Class 9 contains 63603 members 
Mstep: Class 10 contains 15306 members 
Mstep: Class 11 contains 3524 members 
Mstep: Class 12 contains 59726 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39992 members 
Mstep: Class 17 contains 6289 members 
Mstep: Class 18 contains 59421 members 
Mstep: Class 19 contains 7219 members 
Mstep: Class 20 contains 13050 members 
Mstep: Class 21 contains 13868 members 
Mstep: Class 22 contains 7645 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10491 members 
Mstep: Class 26 contains 19004 members 
Mstep: Class 27 contains 73240 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4342 members 
Mstep: Class 33 contains 8161 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7527 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8986 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90151 members 
Mstep: Class 41 contains 6824 members 
Mstep: Class 42 contains 2446 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3830 members 
Mstep: Class 46 contains 2133 members 
Mstep: Class 47 contains 41258 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471416.000000 Penalty: 109667.085938
Iteration 276F: 50 clusters Score -8.447142e+07 nChanged 0
Entering ConstructFrom: 
Score: -84471416.000000 Penalty: 109667.085938
Entering ConstructFrom: 
Trying to split cluster 1 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -104102.078125 Penalty: 1140.053223
	Iteration 0F: 2 clusters Score -104102.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -102603.750000 Penalty: 2280.106445
	Iteration 0F: 3 clusters Score -102603.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -102842.812500 Penalty: 2280.106445
	Iteration 1F: 3 clusters Score -102842.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -102913.484375 Penalty: 2280.106445
	Iteration 2F: 3 clusters Score -102913.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -102932.210938 Penalty: 2280.106445
	Iteration 3Q: 3 clusters Score -102932.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -102942.656250 Penalty: 2280.106445
	Iteration 4Q: 3 clusters Score -102942.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -102952.054688 Penalty: 2280.106445
	Iteration 5Q: 3 clusters Score -102952.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -102962.617188 Penalty: 2280.106445
	Iteration 6Q: 3 clusters Score -102962.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -102974.296875 Penalty: 2280.106445
	Iteration 7Q: 3 clusters Score -102974.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -102986.640625 Penalty: 2280.106445
	Iteration 8Q: 3 clusters Score -102986.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -102993.601562 Penalty: 2280.106445
	Iteration 9Q: 3 clusters Score -102993.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -102998.875000 Penalty: 2280.106445
	Iteration 10Q: 3 clusters Score -102998.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -103002.929688 Penalty: 2280.106445
	Iteration 11Q: 3 clusters Score -103002.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -103004.617188 Penalty: 2280.106445
	Iteration 12Q: 3 clusters Score -103004.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -103005.835938 Penalty: 2280.106445
	Iteration 13Q: 3 clusters Score -103005.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -103006.898438 Penalty: 2280.106445
	Iteration 14Q: 3 clusters Score -103006.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -103006.898438 Penalty: 2280.106445
	Iteration 15F: 3 clusters Score -103006.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (52484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52484 members 
Entering Unmasked Estep 
Score: -4696338.000000 Penalty: 1766.092773
	Iteration 0F: 2 clusters Score -4696338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -4661098.000000 Penalty: 3532.185547
	Iteration 0F: 3 clusters Score -4661098 nChanged 24721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -4675603.000000 Penalty: 3532.185547
	Iteration 1F: 3 clusters Score -4675603 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -4676660.000000 Penalty: 3532.185547
	Iteration 2Q: 3 clusters Score -4676660 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -4678004.000000 Penalty: 3532.185547
	Iteration 3F: 3 clusters Score -4678004 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -4679848.500000 Penalty: 3532.185547
	Iteration 4F: 3 clusters Score -4679848 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -4682288.000000 Penalty: 3532.185547
	Iteration 5F: 3 clusters Score -4682288 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -4685063.500000 Penalty: 3532.185547
	Iteration 6F: 3 clusters Score -4685064 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 44917 members 
Entering Unmasked Estep 
Score: -4687960.500000 Penalty: 3532.185547
	Iteration 7F: 3 clusters Score -4687960 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
Score: -4690692.000000 Penalty: 3532.185547
	Iteration 8F: 3 clusters Score -4690692 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 50180 members 
Entering Unmasked Estep 
Score: -4692732.500000 Penalty: 3532.185547
	Iteration 9Q: 3 clusters Score -4692732 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 51416 members 
Entering Unmasked Estep 
Score: -4693848.500000 Penalty: 3532.185547
	Iteration 10Q: 3 clusters Score -4693848 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 51957 members 
Entering Unmasked Estep 
Score: -4694333.500000 Penalty: 3532.185547
	Iteration 11Q: 3 clusters Score -4694334 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 52167 members 
Entering Unmasked Estep 
Score: -4694547.500000 Penalty: 3532.185547
	Iteration 12Q: 3 clusters Score -4694548 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 52241 members 
Entering Unmasked Estep 
Score: -4694666.000000 Penalty: 3532.185547
	Iteration 13Q: 3 clusters Score -4694666 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 52270 members 
Entering Unmasked Estep 
Score: -4694717.500000 Penalty: 3532.185547
	Iteration 14Q: 3 clusters Score -4694718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 52288 members 
Entering Unmasked Estep 
Score: -4694748.000000 Penalty: 3532.185547
	Iteration 15Q: 3 clusters Score -4694748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 52299 members 
Entering Unmasked Estep 
Score: -4694771.500000 Penalty: 3532.185547
	Iteration 16Q: 3 clusters Score -4694772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 52311 members 
Entering Unmasked Estep 
Score: -4694798.500000 Penalty: 3532.185547
	Iteration 17Q: 3 clusters Score -4694798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 52314 members 
Entering Unmasked Estep 
Score: -4694816.500000 Penalty: 3532.185547
	Iteration 18Q: 3 clusters Score -4694816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 52313 members 
Entering Unmasked Estep 
Score: -4694831.500000 Penalty: 3532.185547
	Iteration 19Q: 3 clusters Score -4694832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 52310 members 
Entering Unmasked Estep 
Score: -4694834.500000 Penalty: 3532.185547
	Iteration 20F: 3 clusters Score -4694834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 52310 members 
Entering Unmasked Estep 
Score: -4694834.500000 Penalty: 3532.185547
	Iteration 21Q: 3 clusters Score -4694834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 52310 members 
Entering Unmasked Estep 
Score: -4694837.000000 Penalty: 3532.185547
	Iteration 22Q: 3 clusters Score -4694837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 52310 members 
Entering Unmasked Estep 
Score: -4694837.000000 Penalty: 3532.185547
	Iteration 23F: 3 clusters Score -4694837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Entering Unmasked Estep 
Score: -2541670.500000 Penalty: 1660.953247
	Iteration 0F: 2 clusters Score -2541670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2523169.500000 Penalty: 3321.906494
	Iteration 0F: 3 clusters Score -2523170 nChanged 12575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -2530155.000000 Penalty: 3321.906494
	Iteration 1F: 3 clusters Score -2530155 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -2530672.000000 Penalty: 3321.906494
	Iteration 2Q: 3 clusters Score -2530672 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2531219.000000 Penalty: 3321.906494
	Iteration 3F: 3 clusters Score -2531219 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -2531867.500000 Penalty: 3321.906494
	Iteration 4F: 3 clusters Score -2531868 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2532658.250000 Penalty: 3321.906494
	Iteration 5F: 3 clusters Score -2532658 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2533634.500000 Penalty: 3321.906494
	Iteration 6F: 3 clusters Score -2533634 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2534743.250000 Penalty: 3321.906494
	Iteration 7F: 3 clusters Score -2534743 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2535867.000000 Penalty: 3321.906494
	Iteration 8F: 3 clusters Score -2535867 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2536940.000000 Penalty: 3321.906494
	Iteration 9Q: 3 clusters Score -2536940 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -2537780.500000 Penalty: 3321.906494
	Iteration 10Q: 3 clusters Score -2537780 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2538349.500000 Penalty: 3321.906494
	Iteration 11Q: 3 clusters Score -2538350 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2538769.750000 Penalty: 3321.906494
	Iteration 12Q: 3 clusters Score -2538770 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2539114.000000 Penalty: 3321.906494
	Iteration 13Q: 3 clusters Score -2539114 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2539385.000000 Penalty: 3321.906494
	Iteration 14Q: 3 clusters Score -2539385 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2539612.000000 Penalty: 3321.906494
	Iteration 15Q: 3 clusters Score -2539612 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2539777.750000 Penalty: 3321.906494
	Iteration 16Q: 3 clusters Score -2539778 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2539904.750000 Penalty: 3321.906494
	Iteration 17Q: 3 clusters Score -2539905 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2539990.500000 Penalty: 3321.906494
	Iteration 18Q: 3 clusters Score -2539990 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2540057.250000 Penalty: 3321.906494
	Iteration 19Q: 3 clusters Score -2540057 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2540096.500000 Penalty: 3321.906494
	Iteration 20F: 3 clusters Score -2540096 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2540140.500000 Penalty: 3321.906494
	Iteration 21Q: 3 clusters Score -2540140 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2540183.250000 Penalty: 3321.906494
	Iteration 22Q: 3 clusters Score -2540183 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2540201.500000 Penalty: 3321.906494
	Iteration 23Q: 3 clusters Score -2540202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2540218.750000 Penalty: 3321.906494
	Iteration 24Q: 3 clusters Score -2540219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2540226.000000 Penalty: 3321.906494
	Iteration 25Q: 3 clusters Score -2540226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2540228.250000 Penalty: 3321.906494
	Iteration 26Q: 3 clusters Score -2540228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2540233.000000 Penalty: 3321.906494
	Iteration 27Q: 3 clusters Score -2540233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2540236.500000 Penalty: 3321.906494
	Iteration 28Q: 3 clusters Score -2540236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2540245.000000 Penalty: 3321.906494
	Iteration 29Q: 3 clusters Score -2540245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2540254.500000 Penalty: 3321.906494
	Iteration 30Q: 3 clusters Score -2540254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2540258.750000 Penalty: 3321.906494
	Iteration 31Q: 3 clusters Score -2540259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2540261.750000 Penalty: 3321.906494
	Iteration 32Q: 3 clusters Score -2540262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2540268.250000 Penalty: 3321.906494
	Iteration 33Q: 3 clusters Score -2540268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2540276.250000 Penalty: 3321.906494
	Iteration 34Q: 3 clusters Score -2540276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2540277.000000 Penalty: 3321.906494
	Iteration 35Q: 3 clusters Score -2540277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2540280.750000 Penalty: 3321.906494
	Iteration 36Q: 3 clusters Score -2540281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2540282.750000 Penalty: 3321.906494
	Iteration 37Q: 3 clusters Score -2540283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2540282.750000 Penalty: 3321.906494
	Iteration 38F: 3 clusters Score -2540283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -895193.500000 Penalty: 1511.457520
	Iteration 0F: 2 clusters Score -895193.5 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 5397 members 
Entering Unmasked Estep 
Score: -887413.125000 Penalty: 3022.915039
	Iteration 0F: 3 clusters Score -887413.1 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -890250.375000 Penalty: 3022.915039
	Iteration 1F: 3 clusters Score -890250.4 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -891009.062500 Penalty: 3022.915039
	Iteration 2F: 3 clusters Score -891009.1 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -891780.937500 Penalty: 3022.915039
	Iteration 3F: 3 clusters Score -891780.9 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -892546.187500 Penalty: 3022.915039
	Iteration 4F: 3 clusters Score -892546.2 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -893295.875000 Penalty: 3022.915039
	Iteration 5F: 3 clusters Score -893295.9 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -893988.062500 Penalty: 3022.915039
	Iteration 6F: 3 clusters Score -893988.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -894417.875000 Penalty: 3022.915039
	Iteration 7Q: 3 clusters Score -894417.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -894610.687500 Penalty: 3022.915039
	Iteration 8Q: 3 clusters Score -894610.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -894738.312500 Penalty: 3022.915039
	Iteration 9Q: 3 clusters Score -894738.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -894802.687500 Penalty: 3022.915039
	Iteration 10Q: 3 clusters Score -894802.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -894839.062500 Penalty: 3022.915039
	Iteration 11Q: 3 clusters Score -894839.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -894863.187500 Penalty: 3022.915039
	Iteration 12Q: 3 clusters Score -894863.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -894879.437500 Penalty: 3022.915039
	Iteration 13Q: 3 clusters Score -894879.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -894886.250000 Penalty: 3022.915039
	Iteration 14Q: 3 clusters Score -894886.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -894895.875000 Penalty: 3022.915039
	Iteration 15Q: 3 clusters Score -894895.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -894902.250000 Penalty: 3022.915039
	Iteration 16Q: 3 clusters Score -894902.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -894910.625000 Penalty: 3022.915039
	Iteration 17Q: 3 clusters Score -894910.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -894912.500000 Penalty: 3022.915039
	Iteration 18Q: 3 clusters Score -894912.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -894912.250000 Penalty: 3022.915039
	Iteration 19Q: 3 clusters Score -894912.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -894913.562500 Penalty: 3022.915039
	Iteration 20F: 3 clusters Score -894913.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -894911.875000 Penalty: 3022.915039
	Iteration 21Q: 3 clusters Score -894911.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -894913.937500 Penalty: 3022.915039
	Iteration 22Q: 3 clusters Score -894913.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -894913.000000 Penalty: 3022.915039
	Iteration 23Q: 3 clusters Score -894913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -894913.000000 Penalty: 3022.915039
	Iteration 24F: 3 clusters Score -894913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Entering Unmasked Estep 
Score: -282021.750000 Penalty: 1315.881226
	Iteration 0F: 2 clusters Score -282021.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -279185.343750 Penalty: 2631.762451
	Iteration 0F: 3 clusters Score -279185.3 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -280251.062500 Penalty: 2631.762451
	Iteration 1F: 3 clusters Score -280251.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -280633.687500 Penalty: 2631.762451
	Iteration 2F: 3 clusters Score -280633.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -280930.468750 Penalty: 2631.762451
	Iteration 3F: 3 clusters Score -280930.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -281193.062500 Penalty: 2631.762451
	Iteration 4F: 3 clusters Score -281193.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -281477.593750 Penalty: 2631.762451
	Iteration 5F: 3 clusters Score -281477.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -281685.125000 Penalty: 2631.762451
	Iteration 6Q: 3 clusters Score -281685.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -281807.781250 Penalty: 2631.762451
	Iteration 7Q: 3 clusters Score -281807.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -281895.781250 Penalty: 2631.762451
	Iteration 8Q: 3 clusters Score -281895.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -282017.906250 Penalty: 2631.762451
	Iteration 9Q: 3 clusters Score -282017.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -282077.843750 Penalty: 2631.762451
	Iteration 10Q: 3 clusters Score -282077.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -282118.875000 Penalty: 2631.762451
	Iteration 11Q: 3 clusters Score -282118.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -282131.281250 Penalty: 2631.762451
	Iteration 12Q: 3 clusters Score -282131.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -282135.875000 Penalty: 2631.762451
	Iteration 13Q: 3 clusters Score -282135.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -282138.656250 Penalty: 2631.762451
	Iteration 14Q: 3 clusters Score -282138.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -282139.531250 Penalty: 2631.762451
	Iteration 15Q: 3 clusters Score -282139.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -282139.531250 Penalty: 2631.762451
	Iteration 16F: 3 clusters Score -282139.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27481 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 751 members 
Mstep: Class 6 contains 115362 members 
Mstep: Class 7 contains 124270 members 
Mstep: Class 8 contains 27243 members 
Mstep: Class 9 contains 63603 members 
Mstep: Class 10 contains 15306 members 
Mstep: Class 11 contains 3524 members 
Mstep: Class 12 contains 59726 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39992 members 
Mstep: Class 17 contains 6289 members 
Mstep: Class 18 contains 59421 members 
Mstep: Class 19 contains 7219 members 
Mstep: Class 20 contains 13050 members 
Mstep: Class 21 contains 13868 members 
Mstep: Class 22 contains 7645 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10491 members 
Mstep: Class 26 contains 19004 members 
Mstep: Class 27 contains 73240 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4342 members 
Mstep: Class 33 contains 8161 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7527 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8986 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90151 members 
Mstep: Class 41 contains 6824 members 
Mstep: Class 42 contains 2446 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3830 members 
Mstep: Class 46 contains 2133 members 
Mstep: Class 47 contains 41258 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Mstep: Class 50 contains 2536 members 
Entering Unmasked Estep 
Score: -84470640.000000 Penalty: 111905.187500
Splitting cluster 5 changes total score from -84471416.000000 to -84470640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (115362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115362 members 
Entering Unmasked Estep 
Score: -10608638.000000 Penalty: 1894.072388
	Iteration 0F: 2 clusters Score -1.060864e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57608 members 
Mstep: Class 2 contains 57754 members 
Entering Unmasked Estep 
Score: -10531121.000000 Penalty: 3788.144775
	Iteration 0F: 3 clusters Score -1.053112e+07 nChanged 55381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54953 members 
Mstep: Class 2 contains 60409 members 
Entering Unmasked Estep 
Score: -10563432.000000 Penalty: 3788.144775
	Iteration 1F: 3 clusters Score -1.056343e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53368 members 
Mstep: Class 2 contains 61994 members 
Entering Unmasked Estep 
Score: -10564269.000000 Penalty: 3788.144775
	Iteration 2Q: 3 clusters Score -1.056427e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50749 members 
Mstep: Class 2 contains 64613 members 
Entering Unmasked Estep 
Score: -10565443.000000 Penalty: 3788.144775
	Iteration 3Q: 3 clusters Score -1.056544e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46718 members 
Mstep: Class 2 contains 68644 members 
Entering Unmasked Estep 
Score: -10567415.000000 Penalty: 3788.144775
	Iteration 4Q: 3 clusters Score -1.056742e+07 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 74557 members 
Entering Unmasked Estep 
Score: -10571041.000000 Penalty: 3788.144775
	Iteration 5F: 3 clusters Score -1.057104e+07 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 82436 members 
Entering Unmasked Estep 
Score: -10576892.000000 Penalty: 3788.144775
	Iteration 6F: 3 clusters Score -1.057689e+07 nChanged 9524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 91572 members 
Entering Unmasked Estep 
Score: -10584900.000000 Penalty: 3788.144775
	Iteration 7F: 3 clusters Score -1.05849e+07 nChanged 9062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 100460 members 
Entering Unmasked Estep 
Score: -10593162.000000 Penalty: 3788.144775
	Iteration 8F: 3 clusters Score -1.059316e+07 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 107363 members 
Entering Unmasked Estep 
Score: -10599604.000000 Penalty: 3788.144775
	Iteration 9F: 3 clusters Score -1.05996e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 111746 members 
Entering Unmasked Estep 
Score: -10603711.000000 Penalty: 3788.144775
	Iteration 10Q: 3 clusters Score -1.060371e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 113925 members 
Entering Unmasked Estep 
Score: -10605720.000000 Penalty: 3788.144775
	Iteration 11Q: 3 clusters Score -1.060572e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 114789 members 
Entering Unmasked Estep 
Score: -10606511.000000 Penalty: 3788.144775
	Iteration 12Q: 3 clusters Score -1.060651e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 115049 members 
Entering Unmasked Estep 
Score: -10606766.000000 Penalty: 3788.144775
	Iteration 13Q: 3 clusters Score -1.060677e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 115112 members 
Entering Unmasked Estep 
Score: -10606831.000000 Penalty: 3788.144775
	Iteration 14Q: 3 clusters Score -1.060683e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 115141 members 
Entering Unmasked Estep 
Score: -10606880.000000 Penalty: 3788.144775
	Iteration 15Q: 3 clusters Score -1.060688e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 115143 members 
Entering Unmasked Estep 
Score: -10606895.000000 Penalty: 3788.144775
	Iteration 16Q: 3 clusters Score -1.06069e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 115147 members 
Entering Unmasked Estep 
Score: -10606932.000000 Penalty: 3788.144775
	Iteration 17Q: 3 clusters Score -1.060693e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 115150 members 
Entering Unmasked Estep 
Score: -10606939.000000 Penalty: 3788.144775
	Iteration 18Q: 3 clusters Score -1.060694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 115151 members 
Entering Unmasked Estep 
Score: -10606954.000000 Penalty: 3788.144775
	Iteration 19Q: 3 clusters Score -1.060695e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 115159 members 
Entering Unmasked Estep 
Score: -10606958.000000 Penalty: 3788.144775
	Iteration 20F: 3 clusters Score -1.060696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 115163 members 
Entering Unmasked Estep 
Score: -10606966.000000 Penalty: 3788.144775
	Iteration 21Q: 3 clusters Score -1.060697e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 115162 members 
Entering Unmasked Estep 
Score: -10606969.000000 Penalty: 3788.144775
	Iteration 22Q: 3 clusters Score -1.060697e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 115162 members 
Entering Unmasked Estep 
Score: -10606969.000000 Penalty: 3788.144775
	Iteration 23F: 3 clusters Score -1.060697e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (124270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124270 members 
Entering Unmasked Estep 
Score: -11782168.000000 Penalty: 1906.159424
	Iteration 0F: 2 clusters Score -1.178217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61980 members 
Mstep: Class 2 contains 62290 members 
Entering Unmasked Estep 
Score: -11699271.000000 Penalty: 3812.318848
	Iteration 0F: 3 clusters Score -1.169927e+07 nChanged 59794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60576 members 
Mstep: Class 2 contains 63694 members 
Entering Unmasked Estep 
Score: -11733921.000000 Penalty: 3812.318848
	Iteration 1F: 3 clusters Score -1.173392e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59373 members 
Mstep: Class 2 contains 64897 members 
Entering Unmasked Estep 
Score: -11734761.000000 Penalty: 3812.318848
	Iteration 2Q: 3 clusters Score -1.173476e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57473 members 
Mstep: Class 2 contains 66797 members 
Entering Unmasked Estep 
Score: -11735650.000000 Penalty: 3812.318848
	Iteration 3Q: 3 clusters Score -1.173565e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54543 members 
Mstep: Class 2 contains 69727 members 
Entering Unmasked Estep 
Score: -11736909.000000 Penalty: 3812.318848
	Iteration 4Q: 3 clusters Score -1.173691e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50068 members 
Mstep: Class 2 contains 74202 members 
Entering Unmasked Estep 
Score: -11739114.000000 Penalty: 3812.318848
	Iteration 5Q: 3 clusters Score -1.173911e+07 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 80879 members 
Entering Unmasked Estep 
Score: -11743118.000000 Penalty: 3812.318848
	Iteration 6F: 3 clusters Score -1.174312e+07 nChanged 9315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 89878 members 
Entering Unmasked Estep 
Score: -11749687.000000 Penalty: 3812.318848
	Iteration 7F: 3 clusters Score -1.174969e+07 nChanged 10521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 100275 members 
Entering Unmasked Estep 
Score: -11758783.000000 Penalty: 3812.318848
	Iteration 8F: 3 clusters Score -1.175878e+07 nChanged 9564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 109771 members 
Entering Unmasked Estep 
Score: -11767540.000000 Penalty: 3812.318848
	Iteration 9F: 3 clusters Score -1.176754e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 116242 members 
Entering Unmasked Estep 
Score: -11773714.000000 Penalty: 3812.318848
	Iteration 10F: 3 clusters Score -1.177371e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 120046 members 
Entering Unmasked Estep 
Score: -11777260.000000 Penalty: 3812.318848
	Iteration 11Q: 3 clusters Score -1.177726e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 122028 members 
Entering Unmasked Estep 
Score: -11779061.000000 Penalty: 3812.318848
	Iteration 12Q: 3 clusters Score -1.177906e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 122967 members 
Entering Unmasked Estep 
Score: -11779805.000000 Penalty: 3812.318848
	Iteration 13Q: 3 clusters Score -1.17798e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 123400 members 
Entering Unmasked Estep 
Score: -11780125.000000 Penalty: 3812.318848
	Iteration 14Q: 3 clusters Score -1.178012e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 123613 members 
Entering Unmasked Estep 
Score: -11780285.000000 Penalty: 3812.318848
	Iteration 15Q: 3 clusters Score -1.178028e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 123724 members 
Entering Unmasked Estep 
Score: -11780380.000000 Penalty: 3812.318848
	Iteration 16Q: 3 clusters Score -1.178038e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 123793 members 
Entering Unmasked Estep 
Score: -11780438.000000 Penalty: 3812.318848
	Iteration 17Q: 3 clusters Score -1.178044e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 123821 members 
Entering Unmasked Estep 
Score: -11780479.000000 Penalty: 3812.318848
	Iteration 18Q: 3 clusters Score -1.178048e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 123847 members 
Entering Unmasked Estep 
Score: -11780522.000000 Penalty: 3812.318848
	Iteration 19Q: 3 clusters Score -1.178052e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 123860 members 
Entering Unmasked Estep 
Score: -11780551.000000 Penalty: 3812.318848
	Iteration 20F: 3 clusters Score -1.178055e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 123868 members 
Entering Unmasked Estep 
Score: -11780554.000000 Penalty: 3812.318848
	Iteration 21Q: 3 clusters Score -1.178055e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 123877 members 
Entering Unmasked Estep 
Score: -11780566.000000 Penalty: 3812.318848
	Iteration 22Q: 3 clusters Score -1.178057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 123879 members 
Entering Unmasked Estep 
Score: -11780569.000000 Penalty: 3812.318848
	Iteration 23Q: 3 clusters Score -1.178057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 123883 members 
Entering Unmasked Estep 
Score: -11780585.000000 Penalty: 3812.318848
	Iteration 24Q: 3 clusters Score -1.178058e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 123887 members 
Entering Unmasked Estep 
Score: -11780584.000000 Penalty: 3812.318848
	Iteration 25Q: 3 clusters Score -1.178058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 123891 members 
Entering Unmasked Estep 
Score: -11780590.000000 Penalty: 3812.318848
	Iteration 26Q: 3 clusters Score -1.178059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 123895 members 
Entering Unmasked Estep 
Score: -11780586.000000 Penalty: 3812.318848
	Iteration 27Q: 3 clusters Score -1.178059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 123899 members 
Entering Unmasked Estep 
Score: -11780595.000000 Penalty: 3812.318848
	Iteration 28Q: 3 clusters Score -1.17806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 123901 members 
Entering Unmasked Estep 
Score: -11780596.000000 Penalty: 3812.318848
	Iteration 29Q: 3 clusters Score -1.17806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 123902 members 
Entering Unmasked Estep 
Score: -11780595.000000 Penalty: 3812.318848
	Iteration 30Q: 3 clusters Score -1.17806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 123904 members 
Entering Unmasked Estep 
Score: -11780601.000000 Penalty: 3812.318848
	Iteration 31Q: 3 clusters Score -1.17806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 123906 members 
Entering Unmasked Estep 
Score: -11780607.000000 Penalty: 3812.318848
	Iteration 32Q: 3 clusters Score -1.178061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 123908 members 
Entering Unmasked Estep 
Score: -11780603.000000 Penalty: 3812.318848
	Iteration 33Q: 3 clusters Score -1.17806e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 123908 members 
Entering Unmasked Estep 
Score: -11780603.000000 Penalty: 3812.318848
	Iteration 34F: 3 clusters Score -1.17806e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (27243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Entering Unmasked Estep 
Score: -2254484.000000 Penalty: 1659.539673
	Iteration 0F: 2 clusters Score -2254484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2236015.000000 Penalty: 3319.079346
	Iteration 0F: 3 clusters Score -2236015 nChanged 12496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -2243380.000000 Penalty: 3319.079346
	Iteration 1F: 3 clusters Score -2243380 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2244127.000000 Penalty: 3319.079346
	Iteration 2F: 3 clusters Score -2244127 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2244921.750000 Penalty: 3319.079346
	Iteration 3F: 3 clusters Score -2244922 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -2245717.000000 Penalty: 3319.079346
	Iteration 4F: 3 clusters Score -2245717 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -2246446.250000 Penalty: 3319.079346
	Iteration 5F: 3 clusters Score -2246446 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2247162.750000 Penalty: 3319.079346
	Iteration 6F: 3 clusters Score -2247163 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2247826.750000 Penalty: 3319.079346
	Iteration 7Q: 3 clusters Score -2247827 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2248513.000000 Penalty: 3319.079346
	Iteration 8Q: 3 clusters Score -2248513 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -2249106.750000 Penalty: 3319.079346
	Iteration 9Q: 3 clusters Score -2249107 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -2249548.750000 Penalty: 3319.079346
	Iteration 10Q: 3 clusters Score -2249549 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -2249896.250000 Penalty: 3319.079346
	Iteration 11Q: 3 clusters Score -2249896 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -2250143.500000 Penalty: 3319.079346
	Iteration 12Q: 3 clusters Score -2250144 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -2250320.500000 Penalty: 3319.079346
	Iteration 13Q: 3 clusters Score -2250320 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -2250470.500000 Penalty: 3319.079346
	Iteration 14Q: 3 clusters Score -2250470 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -2250599.750000 Penalty: 3319.079346
	Iteration 15Q: 3 clusters Score -2250600 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -2250725.000000 Penalty: 3319.079346
	Iteration 16Q: 3 clusters Score -2250725 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2250845.000000 Penalty: 3319.079346
	Iteration 17Q: 3 clusters Score -2250845 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -2250981.500000 Penalty: 3319.079346
	Iteration 18Q: 3 clusters Score -2250982 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -2251133.000000 Penalty: 3319.079346
	Iteration 19Q: 3 clusters Score -2251133 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -2251283.500000 Penalty: 3319.079346
	Iteration 20F: 3 clusters Score -2251284 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -2251432.500000 Penalty: 3319.079346
	Iteration 21Q: 3 clusters Score -2251432 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -2251575.500000 Penalty: 3319.079346
	Iteration 22Q: 3 clusters Score -2251576 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -2251721.250000 Penalty: 3319.079346
	Iteration 23Q: 3 clusters Score -2251721 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -2251841.000000 Penalty: 3319.079346
	Iteration 24Q: 3 clusters Score -2251841 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -2251941.250000 Penalty: 3319.079346
	Iteration 25Q: 3 clusters Score -2251941 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -2252023.250000 Penalty: 3319.079346
	Iteration 26Q: 3 clusters Score -2252023 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -2252148.000000 Penalty: 3319.079346
	Iteration 27Q: 3 clusters Score -2252148 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -2252249.000000 Penalty: 3319.079346
	Iteration 28Q: 3 clusters Score -2252249 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -2252342.500000 Penalty: 3319.079346
	Iteration 29Q: 3 clusters Score -2252342 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -2252415.250000 Penalty: 3319.079346
	Iteration 30Q: 3 clusters Score -2252415 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -2252497.500000 Penalty: 3319.079346
	Iteration 31Q: 3 clusters Score -2252498 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -2252585.250000 Penalty: 3319.079346
	Iteration 32Q: 3 clusters Score -2252585 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -2252663.750000 Penalty: 3319.079346
	Iteration 33Q: 3 clusters Score -2252664 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -2252721.000000 Penalty: 3319.079346
	Iteration 34Q: 3 clusters Score -2252721 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -2252778.750000 Penalty: 3319.079346
	Iteration 35Q: 3 clusters Score -2252779 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -2252835.250000 Penalty: 3319.079346
	Iteration 36Q: 3 clusters Score -2252835 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -2252904.000000 Penalty: 3319.079346
	Iteration 37Q: 3 clusters Score -2252904 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -2252946.500000 Penalty: 3319.079346
	Iteration 38Q: 3 clusters Score -2252946 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -2253000.250000 Penalty: 3319.079346
	Iteration 39Q: 3 clusters Score -2253000 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -2253040.500000 Penalty: 3319.079346
	Iteration 40F: 3 clusters Score -2253040 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -2253081.000000 Penalty: 3319.079346
	Iteration 41Q: 3 clusters Score -2253081 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -2253121.750000 Penalty: 3319.079346
	Iteration 42Q: 3 clusters Score -2253122 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -2253145.750000 Penalty: 3319.079346
	Iteration 43Q: 3 clusters Score -2253146 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -2253177.750000 Penalty: 3319.079346
	Iteration 44Q: 3 clusters Score -2253178 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -2253187.750000 Penalty: 3319.079346
	Iteration 45Q: 3 clusters Score -2253188 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -2253203.000000 Penalty: 3319.079346
	Iteration 46Q: 3 clusters Score -2253203 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -2253219.500000 Penalty: 3319.079346
	Iteration 47Q: 3 clusters Score -2253220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -2253233.000000 Penalty: 3319.079346
	Iteration 48Q: 3 clusters Score -2253233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -2253234.250000 Penalty: 3319.079346
	Iteration 49Q: 3 clusters Score -2253234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -2253243.500000 Penalty: 3319.079346
	Iteration 50Q: 3 clusters Score -2253244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -2253256.250000 Penalty: 3319.079346
	Iteration 51Q: 3 clusters Score -2253256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -2253270.000000 Penalty: 3319.079346
	Iteration 52Q: 3 clusters Score -2253270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -2253273.750000 Penalty: 3319.079346
	Iteration 53Q: 3 clusters Score -2253274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -2253278.500000 Penalty: 3319.079346
	Iteration 54Q: 3 clusters Score -2253278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -2253288.000000 Penalty: 3319.079346
	Iteration 55Q: 3 clusters Score -2253288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -2253288.500000 Penalty: 3319.079346
	Iteration 56Q: 3 clusters Score -2253288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -2253292.250000 Penalty: 3319.079346
	Iteration 57Q: 3 clusters Score -2253292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -2253298.250000 Penalty: 3319.079346
	Iteration 58Q: 3 clusters Score -2253298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -2253300.000000 Penalty: 3319.079346
	Iteration 59Q: 3 clusters Score -2253300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -2253306.500000 Penalty: 3319.079346
	Iteration 60F: 3 clusters Score -2253306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -2253307.750000 Penalty: 3319.079346
	Iteration 61Q: 3 clusters Score -2253308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -2253312.750000 Penalty: 3319.079346
	Iteration 62Q: 3 clusters Score -2253313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -2253311.000000 Penalty: 3319.079346
	Iteration 63Q: 3 clusters Score -2253311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -2253316.250000 Penalty: 3319.079346
	Iteration 64Q: 3 clusters Score -2253316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -2253318.750000 Penalty: 3319.079346
	Iteration 65Q: 3 clusters Score -2253319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -2253326.500000 Penalty: 3319.079346
	Iteration 66Q: 3 clusters Score -2253326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -2253331.250000 Penalty: 3319.079346
	Iteration 67Q: 3 clusters Score -2253331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -2253345.000000 Penalty: 3319.079346
	Iteration 68Q: 3 clusters Score -2253345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -2253350.500000 Penalty: 3319.079346
	Iteration 69Q: 3 clusters Score -2253350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -2253357.250000 Penalty: 3319.079346
	Iteration 70Q: 3 clusters Score -2253357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -2253360.750000 Penalty: 3319.079346
	Iteration 71Q: 3 clusters Score -2253361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -2253373.250000 Penalty: 3319.079346
	Iteration 72Q: 3 clusters Score -2253373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -2253381.250000 Penalty: 3319.079346
	Iteration 73Q: 3 clusters Score -2253381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -2253382.750000 Penalty: 3319.079346
	Iteration 74Q: 3 clusters Score -2253383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -2253386.750000 Penalty: 3319.079346
	Iteration 75Q: 3 clusters Score -2253387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -2253388.000000 Penalty: 3319.079346
	Iteration 76Q: 3 clusters Score -2253388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -2253393.000000 Penalty: 3319.079346
	Iteration 77Q: 3 clusters Score -2253393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -2253391.750000 Penalty: 3319.079346
	Iteration 78Q: 3 clusters Score -2253392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -2253391.750000 Penalty: 3319.079346
	Iteration 79F: 3 clusters Score -2253392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (63603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63603 members 
Entering Unmasked Estep 
Score: -5891588.000000 Penalty: 1797.317627
	Iteration 0F: 2 clusters Score -5891588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -5849256.500000 Penalty: 3594.635254
	Iteration 0F: 3 clusters Score -5849256 nChanged 29937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
Score: -5866354.500000 Penalty: 3594.635254
	Iteration 1F: 3 clusters Score -5866354 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -5866962.000000 Penalty: 3594.635254
	Iteration 2Q: 3 clusters Score -5866962 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -5867741.500000 Penalty: 3594.635254
	Iteration 3Q: 3 clusters Score -5867742 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -5868767.000000 Penalty: 3594.635254
	Iteration 4Q: 3 clusters Score -5868767 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -5870251.000000 Penalty: 3594.635254
	Iteration 5Q: 3 clusters Score -5870251 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -5872171.000000 Penalty: 3594.635254
	Iteration 6F: 3 clusters Score -5872171 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -5874324.000000 Penalty: 3594.635254
	Iteration 7F: 3 clusters Score -5874324 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -5876608.000000 Penalty: 3594.635254
	Iteration 8F: 3 clusters Score -5876608 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -5878675.000000 Penalty: 3594.635254
	Iteration 9F: 3 clusters Score -5878675 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -5880398.500000 Penalty: 3594.635254
	Iteration 10Q: 3 clusters Score -5880398 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -5881539.500000 Penalty: 3594.635254
	Iteration 11Q: 3 clusters Score -5881540 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 44286 members 
Entering Unmasked Estep 
Score: -5882234.500000 Penalty: 3594.635254
	Iteration 12Q: 3 clusters Score -5882234 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -5882664.500000 Penalty: 3594.635254
	Iteration 13Q: 3 clusters Score -5882664 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 46264 members 
Entering Unmasked Estep 
Score: -5883047.000000 Penalty: 3594.635254
	Iteration 14Q: 3 clusters Score -5883047 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 47250 members 
Entering Unmasked Estep 
Score: -5883337.000000 Penalty: 3594.635254
	Iteration 15Q: 3 clusters Score -5883337 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 48235 members 
Entering Unmasked Estep 
Score: -5883701.500000 Penalty: 3594.635254
	Iteration 16Q: 3 clusters Score -5883702 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
Score: -5884074.000000 Penalty: 3594.635254
	Iteration 17Q: 3 clusters Score -5884074 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 50289 members 
Entering Unmasked Estep 
Score: -5884402.000000 Penalty: 3594.635254
	Iteration 18Q: 3 clusters Score -5884402 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 51327 members 
Entering Unmasked Estep 
Score: -5884775.500000 Penalty: 3594.635254
	Iteration 19Q: 3 clusters Score -5884776 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 52396 members 
Entering Unmasked Estep 
Score: -5885198.500000 Penalty: 3594.635254
	Iteration 20F: 3 clusters Score -5885198 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 53483 members 
Entering Unmasked Estep 
Score: -5885649.000000 Penalty: 3594.635254
	Iteration 21Q: 3 clusters Score -5885649 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 54525 members 
Entering Unmasked Estep 
Score: -5886060.500000 Penalty: 3594.635254
	Iteration 22Q: 3 clusters Score -5886060 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 55557 members 
Entering Unmasked Estep 
Score: -5886504.000000 Penalty: 3594.635254
	Iteration 23Q: 3 clusters Score -5886504 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 56504 members 
Entering Unmasked Estep 
Score: -5886915.000000 Penalty: 3594.635254
	Iteration 24Q: 3 clusters Score -5886915 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 57386 members 
Entering Unmasked Estep 
Score: -5887281.000000 Penalty: 3594.635254
	Iteration 25Q: 3 clusters Score -5887281 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 58208 members 
Entering Unmasked Estep 
Score: -5887675.000000 Penalty: 3594.635254
	Iteration 26Q: 3 clusters Score -5887675 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 58975 members 
Entering Unmasked Estep 
Score: -5888041.000000 Penalty: 3594.635254
	Iteration 27Q: 3 clusters Score -5888041 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 59660 members 
Entering Unmasked Estep 
Score: -5888392.000000 Penalty: 3594.635254
	Iteration 28Q: 3 clusters Score -5888392 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 60218 members 
Entering Unmasked Estep 
Score: -5888668.500000 Penalty: 3594.635254
	Iteration 29Q: 3 clusters Score -5888668 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 60685 members 
Entering Unmasked Estep 
Score: -5888880.500000 Penalty: 3594.635254
	Iteration 30Q: 3 clusters Score -5888880 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 61105 members 
Entering Unmasked Estep 
Score: -5889055.000000 Penalty: 3594.635254
	Iteration 31Q: 3 clusters Score -5889055 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 61445 members 
Entering Unmasked Estep 
Score: -5889219.000000 Penalty: 3594.635254
	Iteration 32Q: 3 clusters Score -5889219 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 61727 members 
Entering Unmasked Estep 
Score: -5889350.500000 Penalty: 3594.635254
	Iteration 33Q: 3 clusters Score -5889350 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 61961 members 
Entering Unmasked Estep 
Score: -5889463.500000 Penalty: 3594.635254
	Iteration 34Q: 3 clusters Score -5889464 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 62163 members 
Entering Unmasked Estep 
Score: -5889541.000000 Penalty: 3594.635254
	Iteration 35Q: 3 clusters Score -5889541 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 62316 members 
Entering Unmasked Estep 
Score: -5889610.000000 Penalty: 3594.635254
	Iteration 36Q: 3 clusters Score -5889610 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 62464 members 
Entering Unmasked Estep 
Score: -5889660.500000 Penalty: 3594.635254
	Iteration 37Q: 3 clusters Score -5889660 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 62578 members 
Entering Unmasked Estep 
Score: -5889726.500000 Penalty: 3594.635254
	Iteration 38Q: 3 clusters Score -5889726 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 62683 members 
Entering Unmasked Estep 
Score: -5889799.500000 Penalty: 3594.635254
	Iteration 39Q: 3 clusters Score -5889800 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 62771 members 
Entering Unmasked Estep 
Score: -5889839.500000 Penalty: 3594.635254
	Iteration 40F: 3 clusters Score -5889840 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 62837 members 
Entering Unmasked Estep 
Score: -5889882.500000 Penalty: 3594.635254
	Iteration 41Q: 3 clusters Score -5889882 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 62884 members 
Entering Unmasked Estep 
Score: -5889904.500000 Penalty: 3594.635254
	Iteration 42Q: 3 clusters Score -5889904 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 62924 members 
Entering Unmasked Estep 
Score: -5889934.000000 Penalty: 3594.635254
	Iteration 43Q: 3 clusters Score -5889934 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 62967 members 
Entering Unmasked Estep 
Score: -5889948.000000 Penalty: 3594.635254
	Iteration 44Q: 3 clusters Score -5889948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 62988 members 
Entering Unmasked Estep 
Score: -5889964.500000 Penalty: 3594.635254
	Iteration 45Q: 3 clusters Score -5889964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 63000 members 
Entering Unmasked Estep 
Score: -5889976.500000 Penalty: 3594.635254
	Iteration 46Q: 3 clusters Score -5889976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 63010 members 
Entering Unmasked Estep 
Score: -5889978.500000 Penalty: 3594.635254
	Iteration 47Q: 3 clusters Score -5889978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 63019 members 
Entering Unmasked Estep 
Score: -5889983.500000 Penalty: 3594.635254
	Iteration 48Q: 3 clusters Score -5889984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 63030 members 
Entering Unmasked Estep 
Score: -5889994.000000 Penalty: 3594.635254
	Iteration 49Q: 3 clusters Score -5889994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 63039 members 
Entering Unmasked Estep 
Score: -5889998.500000 Penalty: 3594.635254
	Iteration 50Q: 3 clusters Score -5889998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 63045 members 
Entering Unmasked Estep 
Score: -5889995.000000 Penalty: 3594.635254
	Iteration 51Q: 3 clusters Score -5889995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 63053 members 
Entering Unmasked Estep 
Score: -5889995.000000 Penalty: 3594.635254
	Iteration 52Q: 3 clusters Score -5889995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 63062 members 
Entering Unmasked Estep 
Score: -5890000.000000 Penalty: 3594.635254
	Iteration 53Q: 3 clusters Score -5890000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 63066 members 
Entering Unmasked Estep 
Score: -5890003.000000 Penalty: 3594.635254
	Iteration 54Q: 3 clusters Score -5890003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 63070 members 
Entering Unmasked Estep 
Score: -5890000.500000 Penalty: 3594.635254
	Iteration 55Q: 3 clusters Score -5890000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 63077 members 
Entering Unmasked Estep 
Score: -5890005.000000 Penalty: 3594.635254
	Iteration 56Q: 3 clusters Score -5890005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 63087 members 
Entering Unmasked Estep 
Score: -5890005.500000 Penalty: 3594.635254
	Iteration 57Q: 3 clusters Score -5890006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 63089 members 
Entering Unmasked Estep 
Score: -5890017.500000 Penalty: 3594.635254
	Iteration 58Q: 3 clusters Score -5890018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 63091 members 
Entering Unmasked Estep 
Score: -5890014.000000 Penalty: 3594.635254
	Iteration 59Q: 3 clusters Score -5890014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 63092 members 
Entering Unmasked Estep 
Score: -5890017.000000 Penalty: 3594.635254
	Iteration 60F: 3 clusters Score -5890017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 63093 members 
Entering Unmasked Estep 
Score: -5890018.500000 Penalty: 3594.635254
	Iteration 61Q: 3 clusters Score -5890018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 63095 members 
Entering Unmasked Estep 
Score: -5890021.000000 Penalty: 3594.635254
	Iteration 62Q: 3 clusters Score -5890021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 63097 members 
Entering Unmasked Estep 
Score: -5890023.000000 Penalty: 3594.635254
	Iteration 63Q: 3 clusters Score -5890023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 63099 members 
Entering Unmasked Estep 
Score: -5890024.500000 Penalty: 3594.635254
	Iteration 64Q: 3 clusters Score -5890024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 63099 members 
Entering Unmasked Estep 
Score: -5890024.500000 Penalty: 3594.635254
	Iteration 65F: 3 clusters Score -5890024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Entering Unmasked Estep 
Score: -1365961.875000 Penalty: 1565.850098
	Iteration 0F: 2 clusters Score -1365962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1355404.875000 Penalty: 3131.700195
	Iteration 0F: 3 clusters Score -1355405 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1358970.625000 Penalty: 3131.700195
	Iteration 1F: 3 clusters Score -1358971 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1359280.750000 Penalty: 3131.700195
	Iteration 2F: 3 clusters Score -1359281 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1359584.000000 Penalty: 3131.700195
	Iteration 3Q: 3 clusters Score -1359584 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1359905.625000 Penalty: 3131.700195
	Iteration 4Q: 3 clusters Score -1359906 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1360287.750000 Penalty: 3131.700195
	Iteration 5F: 3 clusters Score -1360288 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1360673.125000 Penalty: 3131.700195
	Iteration 6F: 3 clusters Score -1360673 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1361042.250000 Penalty: 3131.700195
	Iteration 7F: 3 clusters Score -1361042 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1361419.125000 Penalty: 3131.700195
	Iteration 8Q: 3 clusters Score -1361419 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1361773.875000 Penalty: 3131.700195
	Iteration 9Q: 3 clusters Score -1361774 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1362096.250000 Penalty: 3131.700195
	Iteration 10Q: 3 clusters Score -1362096 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1362421.000000 Penalty: 3131.700195
	Iteration 11Q: 3 clusters Score -1362421 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1362746.125000 Penalty: 3131.700195
	Iteration 12Q: 3 clusters Score -1362746 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1363075.250000 Penalty: 3131.700195
	Iteration 13Q: 3 clusters Score -1363075 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1363417.500000 Penalty: 3131.700195
	Iteration 14Q: 3 clusters Score -1363418 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1363717.500000 Penalty: 3131.700195
	Iteration 15Q: 3 clusters Score -1363718 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1363926.250000 Penalty: 3131.700195
	Iteration 16Q: 3 clusters Score -1363926 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1364072.250000 Penalty: 3131.700195
	Iteration 17Q: 3 clusters Score -1364072 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1364174.375000 Penalty: 3131.700195
	Iteration 18Q: 3 clusters Score -1364174 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1364253.000000 Penalty: 3131.700195
	Iteration 19Q: 3 clusters Score -1364253 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1364308.250000 Penalty: 3131.700195
	Iteration 20F: 3 clusters Score -1364308 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1364348.750000 Penalty: 3131.700195
	Iteration 21Q: 3 clusters Score -1364349 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -1364378.875000 Penalty: 3131.700195
	Iteration 22Q: 3 clusters Score -1364379 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -1364399.500000 Penalty: 3131.700195
	Iteration 23Q: 3 clusters Score -1364400 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1364417.625000 Penalty: 3131.700195
	Iteration 24Q: 3 clusters Score -1364418 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1364441.375000 Penalty: 3131.700195
	Iteration 25Q: 3 clusters Score -1364441 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1364456.375000 Penalty: 3131.700195
	Iteration 26Q: 3 clusters Score -1364456 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1364468.000000 Penalty: 3131.700195
	Iteration 27Q: 3 clusters Score -1364468 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1364480.250000 Penalty: 3131.700195
	Iteration 28Q: 3 clusters Score -1364480 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1364492.250000 Penalty: 3131.700195
	Iteration 29Q: 3 clusters Score -1364492 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1364507.250000 Penalty: 3131.700195
	Iteration 30Q: 3 clusters Score -1364507 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1364523.500000 Penalty: 3131.700195
	Iteration 31Q: 3 clusters Score -1364524 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1364546.000000 Penalty: 3131.700195
	Iteration 32Q: 3 clusters Score -1364546 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1364559.375000 Penalty: 3131.700195
	Iteration 33Q: 3 clusters Score -1364559 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -1364579.125000 Penalty: 3131.700195
	Iteration 34Q: 3 clusters Score -1364579 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1364595.000000 Penalty: 3131.700195
	Iteration 35Q: 3 clusters Score -1364595 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1364615.000000 Penalty: 3131.700195
	Iteration 36Q: 3 clusters Score -1364615 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1364630.375000 Penalty: 3131.700195
	Iteration 37Q: 3 clusters Score -1364630 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1364638.125000 Penalty: 3131.700195
	Iteration 38Q: 3 clusters Score -1364638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1364645.125000 Penalty: 3131.700195
	Iteration 39Q: 3 clusters Score -1364645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -1364652.125000 Penalty: 3131.700195
	Iteration 40F: 3 clusters Score -1364652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1364659.875000 Penalty: 3131.700195
	Iteration 41Q: 3 clusters Score -1364660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1364665.125000 Penalty: 3131.700195
	Iteration 42Q: 3 clusters Score -1364665 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -1364676.875000 Penalty: 3131.700195
	Iteration 43Q: 3 clusters Score -1364677 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1364680.250000 Penalty: 3131.700195
	Iteration 44Q: 3 clusters Score -1364680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1364683.125000 Penalty: 3131.700195
	Iteration 45Q: 3 clusters Score -1364683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1364683.500000 Penalty: 3131.700195
	Iteration 46Q: 3 clusters Score -1364684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1364683.125000 Penalty: 3131.700195
	Iteration 47Q: 3 clusters Score -1364683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1364688.875000 Penalty: 3131.700195
	Iteration 48Q: 3 clusters Score -1364689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1364689.125000 Penalty: 3131.700195
	Iteration 49Q: 3 clusters Score -1364689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -1364691.125000 Penalty: 3131.700195
	Iteration 50Q: 3 clusters Score -1364691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1364692.000000 Penalty: 3131.700195
	Iteration 51Q: 3 clusters Score -1364692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1364691.125000 Penalty: 3131.700195
	Iteration 52Q: 3 clusters Score -1364691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1364693.000000 Penalty: 3131.700195
	Iteration 53Q: 3 clusters Score -1364693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1364691.500000 Penalty: 3131.700195
	Iteration 54Q: 3 clusters Score -1364692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1364691.500000 Penalty: 3131.700195
	Iteration 55F: 3 clusters Score -1364692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Entering Unmasked Estep 
Score: -306548.281250 Penalty: 1327.194702
	Iteration 0F: 2 clusters Score -306548.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -303490.593750 Penalty: 2654.389404
	Iteration 0F: 3 clusters Score -303490.6 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -304219.250000 Penalty: 2654.389404
	Iteration 1F: 3 clusters Score -304219.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -304427.812500 Penalty: 2654.389404
	Iteration 2F: 3 clusters Score -304427.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -304598.531250 Penalty: 2654.389404
	Iteration 3F: 3 clusters Score -304598.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -304761.000000 Penalty: 2654.389404
	Iteration 4F: 3 clusters Score -304761 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -304902.031250 Penalty: 2654.389404
	Iteration 5F: 3 clusters Score -304902 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -305050.125000 Penalty: 2654.389404
	Iteration 6F: 3 clusters Score -305050.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -305204.531250 Penalty: 2654.389404
	Iteration 7F: 3 clusters Score -305204.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -305347.343750 Penalty: 2654.389404
	Iteration 8Q: 3 clusters Score -305347.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -305491.718750 Penalty: 2654.389404
	Iteration 9Q: 3 clusters Score -305491.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -305601.031250 Penalty: 2654.389404
	Iteration 10Q: 3 clusters Score -305601 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -305674.750000 Penalty: 2654.389404
	Iteration 11Q: 3 clusters Score -305674.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -305734.218750 Penalty: 2654.389404
	Iteration 12Q: 3 clusters Score -305734.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -305800.343750 Penalty: 2654.389404
	Iteration 13Q: 3 clusters Score -305800.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -305850.156250 Penalty: 2654.389404
	Iteration 14Q: 3 clusters Score -305850.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -305900.250000 Penalty: 2654.389404
	Iteration 15Q: 3 clusters Score -305900.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -305930.437500 Penalty: 2654.389404
	Iteration 16Q: 3 clusters Score -305930.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -305953.406250 Penalty: 2654.389404
	Iteration 17Q: 3 clusters Score -305953.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -305972.750000 Penalty: 2654.389404
	Iteration 18Q: 3 clusters Score -305972.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -305993.406250 Penalty: 2654.389404
	Iteration 19Q: 3 clusters Score -305993.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -306011.937500 Penalty: 2654.389404
	Iteration 20F: 3 clusters Score -306011.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -306023.718750 Penalty: 2654.389404
	Iteration 21Q: 3 clusters Score -306023.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -306040.500000 Penalty: 2654.389404
	Iteration 22Q: 3 clusters Score -306040.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -306053.906250 Penalty: 2654.389404
	Iteration 23Q: 3 clusters Score -306053.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -306071.687500 Penalty: 2654.389404
	Iteration 24Q: 3 clusters Score -306071.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -306104.906250 Penalty: 2654.389404
	Iteration 25Q: 3 clusters Score -306104.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -306134.562500 Penalty: 2654.389404
	Iteration 26Q: 3 clusters Score -306134.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -306151.031250 Penalty: 2654.389404
	Iteration 27Q: 3 clusters Score -306151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -306159.000000 Penalty: 2654.389404
	Iteration 28Q: 3 clusters Score -306159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -306161.500000 Penalty: 2654.389404
	Iteration 29Q: 3 clusters Score -306161.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -306165.843750 Penalty: 2654.389404
	Iteration 30Q: 3 clusters Score -306165.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -306170.437500 Penalty: 2654.389404
	Iteration 31Q: 3 clusters Score -306170.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -306170.750000 Penalty: 2654.389404
	Iteration 32Q: 3 clusters Score -306170.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -306170.750000 Penalty: 2654.389404
	Iteration 33F: 3 clusters Score -306170.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (59726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59726 members 
Entering Unmasked Estep 
Score: -5502420.500000 Penalty: 1787.097412
	Iteration 0F: 2 clusters Score -5502420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -5462431.000000 Penalty: 3574.194824
	Iteration 0F: 3 clusters Score -5462431 nChanged 28311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -5478400.500000 Penalty: 3574.194824
	Iteration 1F: 3 clusters Score -5478400 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -5478796.000000 Penalty: 3574.194824
	Iteration 2Q: 3 clusters Score -5478796 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -5479286.000000 Penalty: 3574.194824
	Iteration 3Q: 3 clusters Score -5479286 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -5479748.000000 Penalty: 3574.194824
	Iteration 4Q: 3 clusters Score -5479748 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -5480327.000000 Penalty: 3574.194824
	Iteration 5Q: 3 clusters Score -5480327 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -5481084.000000 Penalty: 3574.194824
	Iteration 6Q: 3 clusters Score -5481084 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -5482195.500000 Penalty: 3574.194824
	Iteration 7Q: 3 clusters Score -5482196 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -5483552.000000 Penalty: 3574.194824
	Iteration 8F: 3 clusters Score -5483552 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -5485195.000000 Penalty: 3574.194824
	Iteration 9F: 3 clusters Score -5485195 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -5487250.000000 Penalty: 3574.194824
	Iteration 10F: 3 clusters Score -5487250 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -5489576.000000 Penalty: 3574.194824
	Iteration 11F: 3 clusters Score -5489576 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49069 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -5492034.000000 Penalty: 3574.194824
	Iteration 12F: 3 clusters Score -5492034 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52119 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -5494502.500000 Penalty: 3574.194824
	Iteration 13F: 3 clusters Score -5494502 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54711 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -5496714.000000 Penalty: 3574.194824
	Iteration 14Q: 3 clusters Score -5496714 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56570 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -5498301.500000 Penalty: 3574.194824
	Iteration 15Q: 3 clusters Score -5498302 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57832 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -5499348.000000 Penalty: 3574.194824
	Iteration 16Q: 3 clusters Score -5499348 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58597 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5500002.500000 Penalty: 3574.194824
	Iteration 17Q: 3 clusters Score -5500002 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59014 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5500371.500000 Penalty: 3574.194824
	Iteration 18Q: 3 clusters Score -5500372 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59214 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5500553.000000 Penalty: 3574.194824
	Iteration 19Q: 3 clusters Score -5500553 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59313 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5500654.000000 Penalty: 3574.194824
	Iteration 20F: 3 clusters Score -5500654 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59367 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5500733.000000 Penalty: 3574.194824
	Iteration 21Q: 3 clusters Score -5500733 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59403 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5500785.500000 Penalty: 3574.194824
	Iteration 22Q: 3 clusters Score -5500786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59417 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5500802.500000 Penalty: 3574.194824
	Iteration 23Q: 3 clusters Score -5500802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59431 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5500815.500000 Penalty: 3574.194824
	Iteration 24Q: 3 clusters Score -5500816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59439 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5500831.000000 Penalty: 3574.194824
	Iteration 25Q: 3 clusters Score -5500831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59443 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5500834.000000 Penalty: 3574.194824
	Iteration 26Q: 3 clusters Score -5500834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59451 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5500842.500000 Penalty: 3574.194824
	Iteration 27Q: 3 clusters Score -5500842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59459 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5500850.000000 Penalty: 3574.194824
	Iteration 28Q: 3 clusters Score -5500850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59462 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5500857.500000 Penalty: 3574.194824
	Iteration 29Q: 3 clusters Score -5500858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59463 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5500863.000000 Penalty: 3574.194824
	Iteration 30Q: 3 clusters Score -5500863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59464 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5500865.500000 Penalty: 3574.194824
	Iteration 31Q: 3 clusters Score -5500866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59464 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5500865.500000 Penalty: 3574.194824
	Iteration 32F: 3 clusters Score -5500866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -27632.052734 Penalty: 937.352173
	Iteration 0F: 2 clusters Score -27632.05 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 170 members 
Entering Unmasked Estep 
Score: -26747.638672 Penalty: 1874.704346
	Iteration 0F: 3 clusters Score -26747.64 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26852.357422 Penalty: 1874.704346
	Iteration 1F: 3 clusters Score -26852.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -26886.550781 Penalty: 1874.704346
	Iteration 2Q: 3 clusters Score -26886.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -26897.259766 Penalty: 1874.704346
	Iteration 3Q: 3 clusters Score -26897.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26910.738281 Penalty: 1874.704346
	Iteration 4Q: 3 clusters Score -26910.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26913.062500 Penalty: 1874.704346
	Iteration 5Q: 3 clusters Score -26913.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -26913.779297 Penalty: 1874.704346
	Iteration 6Q: 3 clusters Score -26913.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26917.947266 Penalty: 1874.704346
	Iteration 7Q: 3 clusters Score -26917.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26919.353516 Penalty: 1874.704346
	Iteration 8Q: 3 clusters Score -26919.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26919.353516 Penalty: 1874.704346
	Iteration 9F: 3 clusters Score -26919.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Entering Unmasked Estep 
Score: -92478.117188 Penalty: 1167.255615
	Iteration 0F: 2 clusters Score -92478.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -90905.242188 Penalty: 2334.511230
	Iteration 0F: 3 clusters Score -90905.24 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -91627.515625 Penalty: 2334.511230
	Iteration 1F: 3 clusters Score -91627.52 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -91941.375000 Penalty: 2334.511230
	Iteration 2F: 3 clusters Score -91941.38 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -92105.890625 Penalty: 2334.511230
	Iteration 3F: 3 clusters Score -92105.89 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -92250.226562 Penalty: 2334.511230
	Iteration 4F: 3 clusters Score -92250.23 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -92369.968750 Penalty: 2334.511230
	Iteration 5Q: 3 clusters Score -92369.97 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -92481.898438 Penalty: 2334.511230
	Iteration 6Q: 3 clusters Score -92481.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -92606.921875 Penalty: 2334.511230
	Iteration 7Q: 3 clusters Score -92606.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -92677.078125 Penalty: 2334.511230
	Iteration 8Q: 3 clusters Score -92677.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -92698.757812 Penalty: 2334.511230
	Iteration 9Q: 3 clusters Score -92698.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -92718.914062 Penalty: 2334.511230
	Iteration 10Q: 3 clusters Score -92718.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -92731.023438 Penalty: 2334.511230
	Iteration 11Q: 3 clusters Score -92731.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -92743.093750 Penalty: 2334.511230
	Iteration 12Q: 3 clusters Score -92743.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -92748.046875 Penalty: 2334.511230
	Iteration 13Q: 3 clusters Score -92748.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -92751.265625 Penalty: 2334.511230
	Iteration 14Q: 3 clusters Score -92751.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -92755.242188 Penalty: 2334.511230
	Iteration 15Q: 3 clusters Score -92755.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -92765.476562 Penalty: 2334.511230
	Iteration 16Q: 3 clusters Score -92765.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -92772.757812 Penalty: 2334.511230
	Iteration 17Q: 3 clusters Score -92772.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -92775.109375 Penalty: 2334.511230
	Iteration 18Q: 3 clusters Score -92775.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -92779.046875 Penalty: 2334.511230
	Iteration 19Q: 3 clusters Score -92779.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -92784.250000 Penalty: 2334.511230
	Iteration 20F: 3 clusters Score -92784.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27481 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115362 members 
Mstep: Class 7 contains 124270 members 
Mstep: Class 8 contains 27243 members 
Mstep: Class 9 contains 63603 members 
Mstep: Class 10 contains 15306 members 
Mstep: Class 11 contains 3524 members 
Mstep: Class 12 contains 59726 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 378 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39992 members 
Mstep: Class 17 contains 6289 members 
Mstep: Class 18 contains 59421 members 
Mstep: Class 19 contains 7219 members 
Mstep: Class 20 contains 13050 members 
Mstep: Class 21 contains 13868 members 
Mstep: Class 22 contains 7645 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10491 members 
Mstep: Class 26 contains 19004 members 
Mstep: Class 27 contains 73240 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4342 members 
Mstep: Class 33 contains 8161 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7527 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8986 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90151 members 
Mstep: Class 41 contains 6824 members 
Mstep: Class 42 contains 2446 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3830 members 
Mstep: Class 46 contains 2133 members 
Mstep: Class 47 contains 41258 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Mstep: Class 50 contains 939 members 
Entering Unmasked Estep 
Score: -84470640.000000 Penalty: 111905.187500
Splitting cluster 14 changes total score from -84471416.000000 to -84470640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (2084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Entering Unmasked Estep 
Score: -177021.500000 Penalty: 1241.832275
	Iteration 0F: 2 clusters Score -177021.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -174885.796875 Penalty: 2483.664551
	Iteration 0F: 3 clusters Score -174885.8 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -175480.046875 Penalty: 2483.664551
	Iteration 1F: 3 clusters Score -175480 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -175714.656250 Penalty: 2483.664551
	Iteration 2F: 3 clusters Score -175714.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -175968.828125 Penalty: 2483.664551
	Iteration 3F: 3 clusters Score -175968.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -176243.984375 Penalty: 2483.664551
	Iteration 4F: 3 clusters Score -176244 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -176426.312500 Penalty: 2483.664551
	Iteration 5F: 3 clusters Score -176426.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -176539.953125 Penalty: 2483.664551
	Iteration 6Q: 3 clusters Score -176540 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -176629.640625 Penalty: 2483.664551
	Iteration 7Q: 3 clusters Score -176629.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -176678.578125 Penalty: 2483.664551
	Iteration 8Q: 3 clusters Score -176678.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -176712.781250 Penalty: 2483.664551
	Iteration 9Q: 3 clusters Score -176712.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -176734.953125 Penalty: 2483.664551
	Iteration 10Q: 3 clusters Score -176735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -176749.718750 Penalty: 2483.664551
	Iteration 11Q: 3 clusters Score -176749.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -176768.593750 Penalty: 2483.664551
	Iteration 12Q: 3 clusters Score -176768.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -176793.296875 Penalty: 2483.664551
	Iteration 13Q: 3 clusters Score -176793.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -176820.203125 Penalty: 2483.664551
	Iteration 14Q: 3 clusters Score -176820.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -176844.000000 Penalty: 2483.664551
	Iteration 15Q: 3 clusters Score -176844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -176875.703125 Penalty: 2483.664551
	Iteration 16Q: 3 clusters Score -176875.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -176883.187500 Penalty: 2483.664551
	Iteration 17Q: 3 clusters Score -176883.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -176886.359375 Penalty: 2483.664551
	Iteration 18Q: 3 clusters Score -176886.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -176887.468750 Penalty: 2483.664551
	Iteration 19Q: 3 clusters Score -176887.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -176891.125000 Penalty: 2483.664551
	Iteration 20F: 3 clusters Score -176891.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -176893.531250 Penalty: 2483.664551
	Iteration 21Q: 3 clusters Score -176893.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -176893.531250 Penalty: 2483.664551
	Iteration 22F: 3 clusters Score -176893.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (39992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Entering Unmasked Estep 
Score: -3645803.500000 Penalty: 1721.920654
	Iteration 0F: 2 clusters Score -3645804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -3619025.750000 Penalty: 3443.841309
	Iteration 0F: 3 clusters Score -3619026 nChanged 18529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -3629333.500000 Penalty: 3443.841309
	Iteration 1F: 3 clusters Score -3629334 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -3629836.500000 Penalty: 3443.841309
	Iteration 2Q: 3 clusters Score -3629836 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -3630437.000000 Penalty: 3443.841309
	Iteration 3Q: 3 clusters Score -3630437 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -3631341.250000 Penalty: 3443.841309
	Iteration 4Q: 3 clusters Score -3631341 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -3632723.000000 Penalty: 3443.841309
	Iteration 5F: 3 clusters Score -3632723 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -3634724.000000 Penalty: 3443.841309
	Iteration 6F: 3 clusters Score -3634724 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -3637199.000000 Penalty: 3443.841309
	Iteration 7F: 3 clusters Score -3637199 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -3639927.000000 Penalty: 3443.841309
	Iteration 8F: 3 clusters Score -3639927 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -3642114.250000 Penalty: 3443.841309
	Iteration 9F: 3 clusters Score -3642114 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -3643382.500000 Penalty: 3443.841309
	Iteration 10Q: 3 clusters Score -3643382 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -3643965.250000 Penalty: 3443.841309
	Iteration 11Q: 3 clusters Score -3643965 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -3644252.500000 Penalty: 3443.841309
	Iteration 12Q: 3 clusters Score -3644252 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -3644387.500000 Penalty: 3443.841309
	Iteration 13Q: 3 clusters Score -3644388 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 39626 members 
Entering Unmasked Estep 
Score: -3644471.500000 Penalty: 3443.841309
	Iteration 14Q: 3 clusters Score -3644472 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -3644499.500000 Penalty: 3443.841309
	Iteration 15Q: 3 clusters Score -3644500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -3644524.500000 Penalty: 3443.841309
	Iteration 16Q: 3 clusters Score -3644524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -3644532.000000 Penalty: 3443.841309
	Iteration 17Q: 3 clusters Score -3644532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -3644537.250000 Penalty: 3443.841309
	Iteration 18Q: 3 clusters Score -3644537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -3644540.500000 Penalty: 3443.841309
	Iteration 19Q: 3 clusters Score -3644540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -3644544.750000 Penalty: 3443.841309
	Iteration 20F: 3 clusters Score -3644545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -3644546.750000 Penalty: 3443.841309
	Iteration 21Q: 3 clusters Score -3644547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -3644554.000000 Penalty: 3443.841309
	Iteration 22Q: 3 clusters Score -3644554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -3644557.000000 Penalty: 3443.841309
	Iteration 23Q: 3 clusters Score -3644557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -3644561.500000 Penalty: 3443.841309
	Iteration 24Q: 3 clusters Score -3644562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -3644563.500000 Penalty: 3443.841309
	Iteration 25Q: 3 clusters Score -3644564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -3644563.000000 Penalty: 3443.841309
	Iteration 26Q: 3 clusters Score -3644563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -3644563.000000 Penalty: 3443.841309
	Iteration 27F: 3 clusters Score -3644563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -566709.750000 Penalty: 1421.315552
	Iteration 0F: 2 clusters Score -566709.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -561884.125000 Penalty: 2842.631104
	Iteration 0F: 3 clusters Score -561884.1 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -563377.625000 Penalty: 2842.631104
	Iteration 1F: 3 clusters Score -563377.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -563725.625000 Penalty: 2842.631104
	Iteration 2F: 3 clusters Score -563725.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -564130.750000 Penalty: 2842.631104
	Iteration 3F: 3 clusters Score -564130.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -564669.937500 Penalty: 2842.631104
	Iteration 4F: 3 clusters Score -564669.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -565358.062500 Penalty: 2842.631104
	Iteration 5F: 3 clusters Score -565358.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -565983.125000 Penalty: 2842.631104
	Iteration 6F: 3 clusters Score -565983.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -566340.687500 Penalty: 2842.631104
	Iteration 7F: 3 clusters Score -566340.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -566481.687500 Penalty: 2842.631104
	Iteration 8Q: 3 clusters Score -566481.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -566542.750000 Penalty: 2842.631104
	Iteration 9Q: 3 clusters Score -566542.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -566575.125000 Penalty: 2842.631104
	Iteration 10Q: 3 clusters Score -566575.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -566613.062500 Penalty: 2842.631104
	Iteration 11Q: 3 clusters Score -566613.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -566669.687500 Penalty: 2842.631104
	Iteration 12Q: 3 clusters Score -566669.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -566718.500000 Penalty: 2842.631104
	Iteration 13Q: 3 clusters Score -566718.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -566749.562500 Penalty: 2842.631104
	Iteration 14Q: 3 clusters Score -566749.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -566769.062500 Penalty: 2842.631104
	Iteration 15Q: 3 clusters Score -566769.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -566780.937500 Penalty: 2842.631104
	Iteration 16Q: 3 clusters Score -566780.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -566789.250000 Penalty: 2842.631104
	Iteration 17Q: 3 clusters Score -566789.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -566797.625000 Penalty: 2842.631104
	Iteration 18Q: 3 clusters Score -566797.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -566802.937500 Penalty: 2842.631104
	Iteration 19Q: 3 clusters Score -566802.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -566808.687500 Penalty: 2842.631104
	Iteration 20F: 3 clusters Score -566808.7 nChanged 16
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: -566814.562500 Penalty: 2842.631104
	Iteration 21Q: 3 clusters Score -566814.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -566820.937500 Penalty: 2842.631104
	Iteration 22Q: 3 clusters Score -566820.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -566824.062500 Penalty: 2842.631104
	Iteration 23Q: 3 clusters Score -566824.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -566827.687500 Penalty: 2842.631104
	Iteration 24Q: 3 clusters Score -566827.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -566830.812500 Penalty: 2842.631104
	Iteration 25Q: 3 clusters Score -566830.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -566832.125000 Penalty: 2842.631104
	Iteration 26Q: 3 clusters Score -566832.1 nChanged 5
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: -566832.937500 Penalty: 2842.631104
	Iteration 27Q: 3 clusters Score -566832.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -566836.750000 Penalty: 2842.631104
	Iteration 28Q: 3 clusters Score -566836.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -566839.000000 Penalty: 2842.631104
	Iteration 29Q: 3 clusters Score -566839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -566842.562500 Penalty: 2842.631104
	Iteration 30Q: 3 clusters Score -566842.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -566844.125000 Penalty: 2842.631104
	Iteration 31Q: 3 clusters Score -566844.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -566846.625000 Penalty: 2842.631104
	Iteration 32Q: 3 clusters Score -566846.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -566849.062500 Penalty: 2842.631104
	Iteration 33Q: 3 clusters Score -566849.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -566853.000000 Penalty: 2842.631104
	Iteration 34Q: 3 clusters Score -566853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -566855.500000 Penalty: 2842.631104
	Iteration 35Q: 3 clusters Score -566855.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -566859.062500 Penalty: 2842.631104
	Iteration 36Q: 3 clusters Score -566859.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -566858.750000 Penalty: 2842.631104
	Iteration 37Q: 3 clusters Score -566858.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -566857.250000 Penalty: 2842.631104
	Iteration 38Q: 3 clusters Score -566857.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -566857.250000 Penalty: 2842.631104
	Iteration 39F: 3 clusters Score -566857.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27481 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115362 members 
Mstep: Class 7 contains 124270 members 
Mstep: Class 8 contains 27243 members 
Mstep: Class 9 contains 63603 members 
Mstep: Class 10 contains 15306 members 
Mstep: Class 11 contains 3524 members 
Mstep: Class 12 contains 59726 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39992 members 
Mstep: Class 17 contains 4935 members 
Mstep: Class 18 contains 59421 members 
Mstep: Class 19 contains 7219 members 
Mstep: Class 20 contains 13050 members 
Mstep: Class 21 contains 13868 members 
Mstep: Class 22 contains 7645 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10491 members 
Mstep: Class 26 contains 19004 members 
Mstep: Class 27 contains 73240 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4342 members 
Mstep: Class 33 contains 8161 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7527 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8986 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90151 members 
Mstep: Class 41 contains 6824 members 
Mstep: Class 42 contains 2446 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3830 members 
Mstep: Class 46 contains 2133 members 
Mstep: Class 47 contains 41258 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Mstep: Class 50 contains 1354 members 
Entering Unmasked Estep 
Score: -84470800.000000 Penalty: 111905.187500
Splitting cluster 17 changes total score from -84471416.000000 to -84470800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (59421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59421 members 
Entering Unmasked Estep 
Score: -5458859.000000 Penalty: 1786.265503
	Iteration 0F: 2 clusters Score -5458859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -5419099.500000 Penalty: 3572.531006
	Iteration 0F: 3 clusters Score -5419100 nChanged 28018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -5435186.000000 Penalty: 3572.531006
	Iteration 1F: 3 clusters Score -5435186 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -5435699.000000 Penalty: 3572.531006
	Iteration 2Q: 3 clusters Score -5435699 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -5436482.500000 Penalty: 3572.531006
	Iteration 3Q: 3 clusters Score -5436482 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -5437840.500000 Penalty: 3572.531006
	Iteration 4Q: 3 clusters Score -5437840 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -5440034.500000 Penalty: 3572.531006
	Iteration 5F: 3 clusters Score -5440034 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 45227 members 
Entering Unmasked Estep 
Score: -5443591.000000 Penalty: 3572.531006
	Iteration 6F: 3 clusters Score -5443591 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 50451 members 
Entering Unmasked Estep 
Score: -5448430.000000 Penalty: 3572.531006
	Iteration 7F: 3 clusters Score -5448430 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 55042 members 
Entering Unmasked Estep 
Score: -5453022.500000 Penalty: 3572.531006
	Iteration 8F: 3 clusters Score -5453022 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 57769 members 
Entering Unmasked Estep 
Score: -5455726.000000 Penalty: 3572.531006
	Iteration 9Q: 3 clusters Score -5455726 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 58842 members 
Entering Unmasked Estep 
Score: -5456764.500000 Penalty: 3572.531006
	Iteration 10Q: 3 clusters Score -5456764 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 59135 members 
Entering Unmasked Estep 
Score: -5457040.500000 Penalty: 3572.531006
	Iteration 11Q: 3 clusters Score -5457040 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 59209 members 
Entering Unmasked Estep 
Score: -5457131.500000 Penalty: 3572.531006
	Iteration 12Q: 3 clusters Score -5457132 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 59232 members 
Entering Unmasked Estep 
Score: -5457170.000000 Penalty: 3572.531006
	Iteration 13Q: 3 clusters Score -5457170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 59240 members 
Entering Unmasked Estep 
Score: -5457189.000000 Penalty: 3572.531006
	Iteration 14Q: 3 clusters Score -5457189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 59247 members 
Entering Unmasked Estep 
Score: -5457202.000000 Penalty: 3572.531006
	Iteration 15Q: 3 clusters Score -5457202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 59253 members 
Entering Unmasked Estep 
Score: -5457216.500000 Penalty: 3572.531006
	Iteration 16Q: 3 clusters Score -5457216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 59255 members 
Entering Unmasked Estep 
Score: -5457235.000000 Penalty: 3572.531006
	Iteration 17Q: 3 clusters Score -5457235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 59256 members 
Entering Unmasked Estep 
Score: -5457244.500000 Penalty: 3572.531006
	Iteration 18Q: 3 clusters Score -5457244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 59258 members 
Entering Unmasked Estep 
Score: -5457253.000000 Penalty: 3572.531006
	Iteration 19Q: 3 clusters Score -5457253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 59261 members 
Entering Unmasked Estep 
Score: -5457258.500000 Penalty: 3572.531006
	Iteration 20F: 3 clusters Score -5457258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 59265 members 
Entering Unmasked Estep 
Score: -5457263.000000 Penalty: 3572.531006
	Iteration 21Q: 3 clusters Score -5457263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 59265 members 
Entering Unmasked Estep 
Score: -5457263.000000 Penalty: 3572.531006
	Iteration 22F: 3 clusters Score -5457263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Entering Unmasked Estep 
Score: -646830.437500 Penalty: 1443.726685
	Iteration 0F: 2 clusters Score -646830.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -641412.125000 Penalty: 2887.453369
	Iteration 0F: 3 clusters Score -641412.1 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -643033.125000 Penalty: 2887.453369
	Iteration 1F: 3 clusters Score -643033.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -643235.375000 Penalty: 2887.453369
	Iteration 2F: 3 clusters Score -643235.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -643418.937500 Penalty: 2887.453369
	Iteration 3F: 3 clusters Score -643418.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -643603.375000 Penalty: 2887.453369
	Iteration 4Q: 3 clusters Score -643603.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -643769.375000 Penalty: 2887.453369
	Iteration 5Q: 3 clusters Score -643769.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -643924.875000 Penalty: 2887.453369
	Iteration 6Q: 3 clusters Score -643924.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -644080.250000 Penalty: 2887.453369
	Iteration 7Q: 3 clusters Score -644080.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -644202.750000 Penalty: 2887.453369
	Iteration 8Q: 3 clusters Score -644202.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -644327.687500 Penalty: 2887.453369
	Iteration 9Q: 3 clusters Score -644327.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -644417.750000 Penalty: 2887.453369
	Iteration 10Q: 3 clusters Score -644417.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -644526.062500 Penalty: 2887.453369
	Iteration 11Q: 3 clusters Score -644526.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -644633.125000 Penalty: 2887.453369
	Iteration 12Q: 3 clusters Score -644633.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -644733.562500 Penalty: 2887.453369
	Iteration 13Q: 3 clusters Score -644733.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -644823.187500 Penalty: 2887.453369
	Iteration 14Q: 3 clusters Score -644823.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -644904.000000 Penalty: 2887.453369
	Iteration 15Q: 3 clusters Score -644904 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -644956.125000 Penalty: 2887.453369
	Iteration 16Q: 3 clusters Score -644956.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -644995.937500 Penalty: 2887.453369
	Iteration 17Q: 3 clusters Score -644995.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -645023.562500 Penalty: 2887.453369
	Iteration 18Q: 3 clusters Score -645023.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -645051.437500 Penalty: 2887.453369
	Iteration 19Q: 3 clusters Score -645051.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -645086.375000 Penalty: 2887.453369
	Iteration 20F: 3 clusters Score -645086.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -645126.562500 Penalty: 2887.453369
	Iteration 21Q: 3 clusters Score -645126.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -645154.875000 Penalty: 2887.453369
	Iteration 22Q: 3 clusters Score -645154.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -645177.250000 Penalty: 2887.453369
	Iteration 23Q: 3 clusters Score -645177.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -645200.125000 Penalty: 2887.453369
	Iteration 24Q: 3 clusters Score -645200.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -645230.312500 Penalty: 2887.453369
	Iteration 25Q: 3 clusters Score -645230.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -645260.062500 Penalty: 2887.453369
	Iteration 26Q: 3 clusters Score -645260.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -645289.437500 Penalty: 2887.453369
	Iteration 27Q: 3 clusters Score -645289.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -645314.000000 Penalty: 2887.453369
	Iteration 28Q: 3 clusters Score -645314 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -645328.312500 Penalty: 2887.453369
	Iteration 29Q: 3 clusters Score -645328.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -645339.500000 Penalty: 2887.453369
	Iteration 30Q: 3 clusters Score -645339.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -645349.625000 Penalty: 2887.453369
	Iteration 31Q: 3 clusters Score -645349.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -645355.750000 Penalty: 2887.453369
	Iteration 32Q: 3 clusters Score -645355.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -645366.937500 Penalty: 2887.453369
	Iteration 33Q: 3 clusters Score -645366.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -645378.125000 Penalty: 2887.453369
	Iteration 34Q: 3 clusters Score -645378.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -645387.812500 Penalty: 2887.453369
	Iteration 35Q: 3 clusters Score -645387.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -645396.625000 Penalty: 2887.453369
	Iteration 36Q: 3 clusters Score -645396.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -645400.125000 Penalty: 2887.453369
	Iteration 37Q: 3 clusters Score -645400.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -645406.187500 Penalty: 2887.453369
	Iteration 38Q: 3 clusters Score -645406.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -645415.375000 Penalty: 2887.453369
	Iteration 39Q: 3 clusters Score -645415.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -645423.437500 Penalty: 2887.453369
	Iteration 40F: 3 clusters Score -645423.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -645432.875000 Penalty: 2887.453369
	Iteration 41Q: 3 clusters Score -645432.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -645442.000000 Penalty: 2887.453369
	Iteration 42Q: 3 clusters Score -645442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -645450.000000 Penalty: 2887.453369
	Iteration 43Q: 3 clusters Score -645450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -645457.625000 Penalty: 2887.453369
	Iteration 44Q: 3 clusters Score -645457.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -645464.062500 Penalty: 2887.453369
	Iteration 45Q: 3 clusters Score -645464.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -645471.312500 Penalty: 2887.453369
	Iteration 46Q: 3 clusters Score -645471.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -645477.687500 Penalty: 2887.453369
	Iteration 47Q: 3 clusters Score -645477.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -645487.562500 Penalty: 2887.453369
	Iteration 48Q: 3 clusters Score -645487.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -645498.625000 Penalty: 2887.453369
	Iteration 49Q: 3 clusters Score -645498.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -645514.687500 Penalty: 2887.453369
	Iteration 50Q: 3 clusters Score -645514.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -645527.125000 Penalty: 2887.453369
	Iteration 51Q: 3 clusters Score -645527.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -645540.937500 Penalty: 2887.453369
	Iteration 52Q: 3 clusters Score -645540.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -645550.500000 Penalty: 2887.453369
	Iteration 53Q: 3 clusters Score -645550.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -645565.375000 Penalty: 2887.453369
	Iteration 54Q: 3 clusters Score -645565.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -645583.000000 Penalty: 2887.453369
	Iteration 55Q: 3 clusters Score -645583 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -645595.125000 Penalty: 2887.453369
	Iteration 56Q: 3 clusters Score -645595.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -645604.000000 Penalty: 2887.453369
	Iteration 57Q: 3 clusters Score -645604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -645611.500000 Penalty: 2887.453369
	Iteration 58Q: 3 clusters Score -645611.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -645621.875000 Penalty: 2887.453369
	Iteration 59Q: 3 clusters Score -645621.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -645624.687500 Penalty: 2887.453369
	Iteration 60F: 3 clusters Score -645624.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -645630.937500 Penalty: 2887.453369
	Iteration 61Q: 3 clusters Score -645630.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -645636.937500 Penalty: 2887.453369
	Iteration 62Q: 3 clusters Score -645636.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -645643.187500 Penalty: 2887.453369
	Iteration 63Q: 3 clusters Score -645643.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -645648.875000 Penalty: 2887.453369
	Iteration 64Q: 3 clusters Score -645648.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -645652.625000 Penalty: 2887.453369
	Iteration 65Q: 3 clusters Score -645652.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -645658.437500 Penalty: 2887.453369
	Iteration 66Q: 3 clusters Score -645658.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -645664.500000 Penalty: 2887.453369
	Iteration 67Q: 3 clusters Score -645664.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -645672.562500 Penalty: 2887.453369
	Iteration 68Q: 3 clusters Score -645672.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -645678.750000 Penalty: 2887.453369
	Iteration 69Q: 3 clusters Score -645678.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -645685.375000 Penalty: 2887.453369
	Iteration 70Q: 3 clusters Score -645685.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -645688.250000 Penalty: 2887.453369
	Iteration 71Q: 3 clusters Score -645688.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -645690.187500 Penalty: 2887.453369
	Iteration 72Q: 3 clusters Score -645690.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -645692.812500 Penalty: 2887.453369
	Iteration 73Q: 3 clusters Score -645692.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -645694.125000 Penalty: 2887.453369
	Iteration 74Q: 3 clusters Score -645694.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -645696.875000 Penalty: 2887.453369
	Iteration 75Q: 3 clusters Score -645696.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -645700.312500 Penalty: 2887.453369
	Iteration 76Q: 3 clusters Score -645700.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -645703.750000 Penalty: 2887.453369
	Iteration 77Q: 3 clusters Score -645703.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -645707.562500 Penalty: 2887.453369
	Iteration 78Q: 3 clusters Score -645707.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -645714.625000 Penalty: 2887.453369
	Iteration 79Q: 3 clusters Score -645714.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -645719.687500 Penalty: 2887.453369
	Iteration 80F: 3 clusters Score -645719.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -645723.687500 Penalty: 2887.453369
	Iteration 81Q: 3 clusters Score -645723.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -645726.875000 Penalty: 2887.453369
	Iteration 82Q: 3 clusters Score -645726.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -645732.812500 Penalty: 2887.453369
	Iteration 83Q: 3 clusters Score -645732.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -645740.125000 Penalty: 2887.453369
	Iteration 84Q: 3 clusters Score -645740.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -645746.062500 Penalty: 2887.453369
	Iteration 85Q: 3 clusters Score -645746.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -645754.500000 Penalty: 2887.453369
	Iteration 86Q: 3 clusters Score -645754.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -645764.812500 Penalty: 2887.453369
	Iteration 87Q: 3 clusters Score -645764.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -645775.812500 Penalty: 2887.453369
	Iteration 88Q: 3 clusters Score -645775.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -645784.750000 Penalty: 2887.453369
	Iteration 89Q: 3 clusters Score -645784.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -645790.500000 Penalty: 2887.453369
	Iteration 90Q: 3 clusters Score -645790.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -645796.937500 Penalty: 2887.453369
	Iteration 91Q: 3 clusters Score -645796.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -645800.687500 Penalty: 2887.453369
	Iteration 92Q: 3 clusters Score -645800.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -645801.625000 Penalty: 2887.453369
	Iteration 93Q: 3 clusters Score -645801.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -645803.187500 Penalty: 2887.453369
	Iteration 94Q: 3 clusters Score -645803.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -645801.875000 Penalty: 2887.453369
	Iteration 95Q: 3 clusters Score -645801.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -645803.500000 Penalty: 2887.453369
	Iteration 96Q: 3 clusters Score -645803.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -645805.187500 Penalty: 2887.453369
	Iteration 97Q: 3 clusters Score -645805.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -645805.187500 Penalty: 2887.453369
	Iteration 98Q: 3 clusters Score -645805.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -645804.312500 Penalty: 2887.453369
	Iteration 99Q: 3 clusters Score -645804.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -645805.750000 Penalty: 2887.453369
	Iteration 100F: 3 clusters Score -645805.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Entering Unmasked Estep 
Score: -1092385.750000 Penalty: 1539.938354
	Iteration 0F: 2 clusters Score -1092386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1083218.625000 Penalty: 3079.876709
	Iteration 0F: 3 clusters Score -1083219 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1086455.500000 Penalty: 3079.876709
	Iteration 1F: 3 clusters Score -1086456 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1086861.375000 Penalty: 3079.876709
	Iteration 2F: 3 clusters Score -1086861 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1087290.250000 Penalty: 3079.876709
	Iteration 3F: 3 clusters Score -1087290 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1087811.500000 Penalty: 3079.876709
	Iteration 4F: 3 clusters Score -1087812 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1088421.500000 Penalty: 3079.876709
	Iteration 5F: 3 clusters Score -1088422 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1088960.750000 Penalty: 3079.876709
	Iteration 6F: 3 clusters Score -1088961 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1089376.625000 Penalty: 3079.876709
	Iteration 7F: 3 clusters Score -1089377 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1089668.000000 Penalty: 3079.876709
	Iteration 8Q: 3 clusters Score -1089668 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1089876.875000 Penalty: 3079.876709
	Iteration 9Q: 3 clusters Score -1089877 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1090019.500000 Penalty: 3079.876709
	Iteration 10Q: 3 clusters Score -1090020 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1090113.375000 Penalty: 3079.876709
	Iteration 11Q: 3 clusters Score -1090113 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1090179.500000 Penalty: 3079.876709
	Iteration 12Q: 3 clusters Score -1090180 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1090217.625000 Penalty: 3079.876709
	Iteration 13Q: 3 clusters Score -1090218 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1090261.125000 Penalty: 3079.876709
	Iteration 14Q: 3 clusters Score -1090261 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1090304.750000 Penalty: 3079.876709
	Iteration 15Q: 3 clusters Score -1090305 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1090328.875000 Penalty: 3079.876709
	Iteration 16Q: 3 clusters Score -1090329 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1090352.625000 Penalty: 3079.876709
	Iteration 17Q: 3 clusters Score -1090353 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1090376.125000 Penalty: 3079.876709
	Iteration 18Q: 3 clusters Score -1090376 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1090391.875000 Penalty: 3079.876709
	Iteration 19Q: 3 clusters Score -1090392 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1090408.125000 Penalty: 3079.876709
	Iteration 20F: 3 clusters Score -1090408 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1090420.875000 Penalty: 3079.876709
	Iteration 21Q: 3 clusters Score -1090421 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1090433.750000 Penalty: 3079.876709
	Iteration 22Q: 3 clusters Score -1090434 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1090443.375000 Penalty: 3079.876709
	Iteration 23Q: 3 clusters Score -1090443 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1090457.500000 Penalty: 3079.876709
	Iteration 24Q: 3 clusters Score -1090458 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1090466.125000 Penalty: 3079.876709
	Iteration 25Q: 3 clusters Score -1090466 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1090475.750000 Penalty: 3079.876709
	Iteration 26Q: 3 clusters Score -1090476 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1090485.250000 Penalty: 3079.876709
	Iteration 27Q: 3 clusters Score -1090485 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1090494.000000 Penalty: 3079.876709
	Iteration 28Q: 3 clusters Score -1090494 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1090501.375000 Penalty: 3079.876709
	Iteration 29Q: 3 clusters Score -1090501 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1090515.500000 Penalty: 3079.876709
	Iteration 30Q: 3 clusters Score -1090516 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1090523.875000 Penalty: 3079.876709
	Iteration 31Q: 3 clusters Score -1090524 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1090537.250000 Penalty: 3079.876709
	Iteration 32Q: 3 clusters Score -1090537 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1090550.125000 Penalty: 3079.876709
	Iteration 33Q: 3 clusters Score -1090550 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1090573.000000 Penalty: 3079.876709
	Iteration 34Q: 3 clusters Score -1090573 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1090598.000000 Penalty: 3079.876709
	Iteration 35Q: 3 clusters Score -1090598 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1090621.250000 Penalty: 3079.876709
	Iteration 36Q: 3 clusters Score -1090621 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1090652.750000 Penalty: 3079.876709
	Iteration 37Q: 3 clusters Score -1090653 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1090684.750000 Penalty: 3079.876709
	Iteration 38Q: 3 clusters Score -1090685 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1090712.750000 Penalty: 3079.876709
	Iteration 39Q: 3 clusters Score -1090713 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1090743.625000 Penalty: 3079.876709
	Iteration 40F: 3 clusters Score -1090744 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1090779.875000 Penalty: 3079.876709
	Iteration 41Q: 3 clusters Score -1090780 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1090813.625000 Penalty: 3079.876709
	Iteration 42Q: 3 clusters Score -1090814 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1090854.500000 Penalty: 3079.876709
	Iteration 43Q: 3 clusters Score -1090854 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1090897.750000 Penalty: 3079.876709
	Iteration 44Q: 3 clusters Score -1090898 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1090933.875000 Penalty: 3079.876709
	Iteration 45Q: 3 clusters Score -1090934 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1090980.750000 Penalty: 3079.876709
	Iteration 46Q: 3 clusters Score -1090981 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1091040.250000 Penalty: 3079.876709
	Iteration 47Q: 3 clusters Score -1091040 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1091095.375000 Penalty: 3079.876709
	Iteration 48Q: 3 clusters Score -1091095 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1091146.375000 Penalty: 3079.876709
	Iteration 49Q: 3 clusters Score -1091146 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1091211.125000 Penalty: 3079.876709
	Iteration 50Q: 3 clusters Score -1091211 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1091264.625000 Penalty: 3079.876709
	Iteration 51Q: 3 clusters Score -1091265 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1091310.000000 Penalty: 3079.876709
	Iteration 52Q: 3 clusters Score -1091310 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1091347.500000 Penalty: 3079.876709
	Iteration 53Q: 3 clusters Score -1091348 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1091378.125000 Penalty: 3079.876709
	Iteration 54Q: 3 clusters Score -1091378 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1091424.875000 Penalty: 3079.876709
	Iteration 55Q: 3 clusters Score -1091425 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1091460.750000 Penalty: 3079.876709
	Iteration 56Q: 3 clusters Score -1091461 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1091488.625000 Penalty: 3079.876709
	Iteration 57Q: 3 clusters Score -1091489 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1091502.000000 Penalty: 3079.876709
	Iteration 58Q: 3 clusters Score -1091502 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1091517.500000 Penalty: 3079.876709
	Iteration 59Q: 3 clusters Score -1091518 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1091534.875000 Penalty: 3079.876709
	Iteration 60F: 3 clusters Score -1091535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1091540.375000 Penalty: 3079.876709
	Iteration 61Q: 3 clusters Score -1091540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1091545.625000 Penalty: 3079.876709
	Iteration 62Q: 3 clusters Score -1091546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1091551.000000 Penalty: 3079.876709
	Iteration 63Q: 3 clusters Score -1091551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1091560.500000 Penalty: 3079.876709
	Iteration 64Q: 3 clusters Score -1091560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1091567.750000 Penalty: 3079.876709
	Iteration 65Q: 3 clusters Score -1091568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1091574.375000 Penalty: 3079.876709
	Iteration 66Q: 3 clusters Score -1091574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1091579.000000 Penalty: 3079.876709
	Iteration 67Q: 3 clusters Score -1091579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1091580.000000 Penalty: 3079.876709
	Iteration 68Q: 3 clusters Score -1091580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1091581.000000 Penalty: 3079.876709
	Iteration 69Q: 3 clusters Score -1091581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1091583.000000 Penalty: 3079.876709
	Iteration 70Q: 3 clusters Score -1091583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1091582.375000 Penalty: 3079.876709
	Iteration 71Q: 3 clusters Score -1091582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1091585.500000 Penalty: 3079.876709
	Iteration 72Q: 3 clusters Score -1091586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1091589.500000 Penalty: 3079.876709
	Iteration 73Q: 3 clusters Score -1091590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1091589.875000 Penalty: 3079.876709
	Iteration 74Q: 3 clusters Score -1091590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1091590.625000 Penalty: 3079.876709
	Iteration 75Q: 3 clusters Score -1091591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1091591.250000 Penalty: 3079.876709
	Iteration 76Q: 3 clusters Score -1091591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1091592.750000 Penalty: 3079.876709
	Iteration 77Q: 3 clusters Score -1091593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1091595.750000 Penalty: 3079.876709
	Iteration 78Q: 3 clusters Score -1091596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1091595.750000 Penalty: 3079.876709
	Iteration 79Q: 3 clusters Score -1091596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1091597.750000 Penalty: 3079.876709
	Iteration 80F: 3 clusters Score -1091598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1091596.750000 Penalty: 3079.876709
	Iteration 81Q: 3 clusters Score -1091597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1091599.125000 Penalty: 3079.876709
	Iteration 82Q: 3 clusters Score -1091599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1091598.875000 Penalty: 3079.876709
	Iteration 83Q: 3 clusters Score -1091599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1091598.875000 Penalty: 3079.876709
	Iteration 84F: 3 clusters Score -1091599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Entering Unmasked Estep 
Score: -1285417.500000 Penalty: 1549.817627
	Iteration 0F: 2 clusters Score -1285418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1275734.250000 Penalty: 3099.635254
	Iteration 0F: 3 clusters Score -1275734 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1278968.375000 Penalty: 3099.635254
	Iteration 1F: 3 clusters Score -1278968 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1279253.500000 Penalty: 3099.635254
	Iteration 2F: 3 clusters Score -1279254 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1279510.375000 Penalty: 3099.635254
	Iteration 3Q: 3 clusters Score -1279510 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1279721.625000 Penalty: 3099.635254
	Iteration 4Q: 3 clusters Score -1279722 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1279967.625000 Penalty: 3099.635254
	Iteration 5Q: 3 clusters Score -1279968 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1280301.375000 Penalty: 3099.635254
	Iteration 6Q: 3 clusters Score -1280301 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1280753.875000 Penalty: 3099.635254
	Iteration 7F: 3 clusters Score -1280754 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1281362.750000 Penalty: 3099.635254
	Iteration 8F: 3 clusters Score -1281363 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1282061.375000 Penalty: 3099.635254
	Iteration 9F: 3 clusters Score -1282061 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1282720.125000 Penalty: 3099.635254
	Iteration 10F: 3 clusters Score -1282720 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1283194.250000 Penalty: 3099.635254
	Iteration 11Q: 3 clusters Score -1283194 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1283548.000000 Penalty: 3099.635254
	Iteration 12Q: 3 clusters Score -1283548 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1283759.375000 Penalty: 3099.635254
	Iteration 13Q: 3 clusters Score -1283759 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1283883.875000 Penalty: 3099.635254
	Iteration 14Q: 3 clusters Score -1283884 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1283957.125000 Penalty: 3099.635254
	Iteration 15Q: 3 clusters Score -1283957 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1283998.875000 Penalty: 3099.635254
	Iteration 16Q: 3 clusters Score -1283999 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1284037.750000 Penalty: 3099.635254
	Iteration 17Q: 3 clusters Score -1284038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1284065.750000 Penalty: 3099.635254
	Iteration 18Q: 3 clusters Score -1284066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1284082.125000 Penalty: 3099.635254
	Iteration 19Q: 3 clusters Score -1284082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1284091.000000 Penalty: 3099.635254
	Iteration 20F: 3 clusters Score -1284091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1284100.125000 Penalty: 3099.635254
	Iteration 21Q: 3 clusters Score -1284100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1284106.500000 Penalty: 3099.635254
	Iteration 22Q: 3 clusters Score -1284106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1284108.250000 Penalty: 3099.635254
	Iteration 23Q: 3 clusters Score -1284108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1284110.125000 Penalty: 3099.635254
	Iteration 24Q: 3 clusters Score -1284110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1284110.125000 Penalty: 3099.635254
	Iteration 25F: 3 clusters Score -1284110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Entering Unmasked Estep 
Score: -692806.812500 Penalty: 1453.043579
	Iteration 0F: 2 clusters Score -692806.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -687148.937500 Penalty: 2906.087158
	Iteration 0F: 3 clusters Score -687148.9 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -688876.125000 Penalty: 2906.087158
	Iteration 1F: 3 clusters Score -688876.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -689100.250000 Penalty: 2906.087158
	Iteration 2F: 3 clusters Score -689100.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -689284.312500 Penalty: 2906.087158
	Iteration 3Q: 3 clusters Score -689284.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -689515.875000 Penalty: 2906.087158
	Iteration 4Q: 3 clusters Score -689515.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -689800.687500 Penalty: 2906.087158
	Iteration 5F: 3 clusters Score -689800.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -690108.750000 Penalty: 2906.087158
	Iteration 6F: 3 clusters Score -690108.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -690406.875000 Penalty: 2906.087158
	Iteration 7F: 3 clusters Score -690406.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -690679.687500 Penalty: 2906.087158
	Iteration 8F: 3 clusters Score -690679.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -690923.875000 Penalty: 2906.087158
	Iteration 9Q: 3 clusters Score -690923.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -691131.250000 Penalty: 2906.087158
	Iteration 10Q: 3 clusters Score -691131.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -691302.562500 Penalty: 2906.087158
	Iteration 11Q: 3 clusters Score -691302.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -691451.875000 Penalty: 2906.087158
	Iteration 12Q: 3 clusters Score -691451.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -691590.500000 Penalty: 2906.087158
	Iteration 13Q: 3 clusters Score -691590.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -691687.187500 Penalty: 2906.087158
	Iteration 14Q: 3 clusters Score -691687.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -691758.750000 Penalty: 2906.087158
	Iteration 15Q: 3 clusters Score -691758.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -691817.250000 Penalty: 2906.087158
	Iteration 16Q: 3 clusters Score -691817.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -691843.312500 Penalty: 2906.087158
	Iteration 17Q: 3 clusters Score -691843.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -691853.250000 Penalty: 2906.087158
	Iteration 18Q: 3 clusters Score -691853.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -691861.937500 Penalty: 2906.087158
	Iteration 19Q: 3 clusters Score -691861.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -691870.437500 Penalty: 2906.087158
	Iteration 20F: 3 clusters Score -691870.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -691880.000000 Penalty: 2906.087158
	Iteration 21Q: 3 clusters Score -691880 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -691886.250000 Penalty: 2906.087158
	Iteration 22Q: 3 clusters Score -691886.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -691891.250000 Penalty: 2906.087158
	Iteration 23Q: 3 clusters Score -691891.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -691895.937500 Penalty: 2906.087158
	Iteration 24Q: 3 clusters Score -691895.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -691899.687500 Penalty: 2906.087158
	Iteration 25Q: 3 clusters Score -691899.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -691905.312500 Penalty: 2906.087158
	Iteration 26Q: 3 clusters Score -691905.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -691909.750000 Penalty: 2906.087158
	Iteration 27Q: 3 clusters Score -691909.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -691911.875000 Penalty: 2906.087158
	Iteration 28Q: 3 clusters Score -691911.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -691914.125000 Penalty: 2906.087158
	Iteration 29Q: 3 clusters Score -691914.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -691915.562500 Penalty: 2906.087158
	Iteration 30Q: 3 clusters Score -691915.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -691917.437500 Penalty: 2906.087158
	Iteration 31Q: 3 clusters Score -691917.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -691920.500000 Penalty: 2906.087158
	Iteration 32Q: 3 clusters Score -691920.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -691925.312500 Penalty: 2906.087158
	Iteration 33Q: 3 clusters Score -691925.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -691926.875000 Penalty: 2906.087158
	Iteration 34Q: 3 clusters Score -691926.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -691927.687500 Penalty: 2906.087158
	Iteration 35Q: 3 clusters Score -691927.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -691929.937500 Penalty: 2906.087158
	Iteration 36Q: 3 clusters Score -691929.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -691931.750000 Penalty: 2906.087158
	Iteration 37Q: 3 clusters Score -691931.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -691932.375000 Penalty: 2906.087158
	Iteration 38Q: 3 clusters Score -691932.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -691931.812500 Penalty: 2906.087158
	Iteration 39Q: 3 clusters Score -691931.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -691935.250000 Penalty: 2906.087158
	Iteration 40F: 3 clusters Score -691935.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -691934.000000 Penalty: 2906.087158
	Iteration 41Q: 3 clusters Score -691934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -691938.500000 Penalty: 2906.087158
	Iteration 42Q: 3 clusters Score -691938.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -691939.500000 Penalty: 2906.087158
	Iteration 43Q: 3 clusters Score -691939.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -691941.000000 Penalty: 2906.087158
	Iteration 44Q: 3 clusters Score -691941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -691945.812500 Penalty: 2906.087158
	Iteration 45Q: 3 clusters Score -691945.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -691946.250000 Penalty: 2906.087158
	Iteration 46Q: 3 clusters Score -691946.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -691948.000000 Penalty: 2906.087158
	Iteration 47Q: 3 clusters Score -691948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -691948.000000 Penalty: 2906.087158
	Iteration 48Q: 3 clusters Score -691948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -691949.062500 Penalty: 2906.087158
	Iteration 49Q: 3 clusters Score -691949.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -691948.000000 Penalty: 2906.087158
	Iteration 50Q: 3 clusters Score -691948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -691948.375000 Penalty: 2906.087158
	Iteration 51Q: 3 clusters Score -691948.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -691948.375000 Penalty: 2906.087158
	Iteration 52F: 3 clusters Score -691948.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Entering Unmasked Estep 
Score: -507287.312500 Penalty: 1418.053223
	Iteration 0F: 2 clusters Score -507287.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -502576.062500 Penalty: 2836.106445
	Iteration 0F: 3 clusters Score -502576.1 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -503961.125000 Penalty: 2836.106445
	Iteration 1F: 3 clusters Score -503961.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -504207.343750 Penalty: 2836.106445
	Iteration 2F: 3 clusters Score -504207.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -504458.562500 Penalty: 2836.106445
	Iteration 3F: 3 clusters Score -504458.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -504782.531250 Penalty: 2836.106445
	Iteration 4F: 3 clusters Score -504782.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -505127.125000 Penalty: 2836.106445
	Iteration 5F: 3 clusters Score -505127.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -505463.562500 Penalty: 2836.106445
	Iteration 6F: 3 clusters Score -505463.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -505782.375000 Penalty: 2836.106445
	Iteration 7F: 3 clusters Score -505782.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -506026.375000 Penalty: 2836.106445
	Iteration 8F: 3 clusters Score -506026.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -506162.781250 Penalty: 2836.106445
	Iteration 9Q: 3 clusters Score -506162.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -506250.375000 Penalty: 2836.106445
	Iteration 10Q: 3 clusters Score -506250.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -506317.250000 Penalty: 2836.106445
	Iteration 11Q: 3 clusters Score -506317.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -506353.468750 Penalty: 2836.106445
	Iteration 12Q: 3 clusters Score -506353.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -506379.468750 Penalty: 2836.106445
	Iteration 13Q: 3 clusters Score -506379.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -506398.593750 Penalty: 2836.106445
	Iteration 14Q: 3 clusters Score -506398.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -506410.781250 Penalty: 2836.106445
	Iteration 15Q: 3 clusters Score -506410.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -506420.531250 Penalty: 2836.106445
	Iteration 16Q: 3 clusters Score -506420.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -506426.718750 Penalty: 2836.106445
	Iteration 17Q: 3 clusters Score -506426.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -506430.968750 Penalty: 2836.106445
	Iteration 18Q: 3 clusters Score -506431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -506434.218750 Penalty: 2836.106445
	Iteration 19Q: 3 clusters Score -506434.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -506436.156250 Penalty: 2836.106445
	Iteration 20F: 3 clusters Score -506436.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -506438.156250 Penalty: 2836.106445
	Iteration 21Q: 3 clusters Score -506438.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -506438.125000 Penalty: 2836.106445
	Iteration 22Q: 3 clusters Score -506438.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -506439.500000 Penalty: 2836.106445
	Iteration 23Q: 3 clusters Score -506439.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -506440.000000 Penalty: 2836.106445
	Iteration 24Q: 3 clusters Score -506440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -506441.000000 Penalty: 2836.106445
	Iteration 25Q: 3 clusters Score -506441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -506442.031250 Penalty: 2836.106445
	Iteration 26Q: 3 clusters Score -506442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -506442.718750 Penalty: 2836.106445
	Iteration 27Q: 3 clusters Score -506442.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -506443.750000 Penalty: 2836.106445
	Iteration 28Q: 3 clusters Score -506443.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -506444.031250 Penalty: 2836.106445
	Iteration 29Q: 3 clusters Score -506444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -506443.906250 Penalty: 2836.106445
	Iteration 30Q: 3 clusters Score -506443.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -506443.906250 Penalty: 2836.106445
	Iteration 31F: 3 clusters Score -506443.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -64550.589844 Penalty: 1085.026123
	Iteration 0F: 2 clusters Score -64550.59 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 379 members 
Entering Unmasked Estep 
Score: -63259.230469 Penalty: 2170.052246
	Iteration 0F: 3 clusters Score -63259.23 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -63501.402344 Penalty: 2170.052246
	Iteration 1F: 3 clusters Score -63501.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -63583.500000 Penalty: 2170.052246
	Iteration 2F: 3 clusters Score -63583.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -63644.464844 Penalty: 2170.052246
	Iteration 3F: 3 clusters Score -63644.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -63683.476562 Penalty: 2170.052246
	Iteration 4Q: 3 clusters Score -63683.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -63722.214844 Penalty: 2170.052246
	Iteration 5Q: 3 clusters Score -63722.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -63765.109375 Penalty: 2170.052246
	Iteration 6Q: 3 clusters Score -63765.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -63784.324219 Penalty: 2170.052246
	Iteration 7Q: 3 clusters Score -63784.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -63802.808594 Penalty: 2170.052246
	Iteration 8Q: 3 clusters Score -63802.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -63825.246094 Penalty: 2170.052246
	Iteration 9Q: 3 clusters Score -63825.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -63836.406250 Penalty: 2170.052246
	Iteration 10Q: 3 clusters Score -63836.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -63841.027344 Penalty: 2170.052246
	Iteration 11Q: 3 clusters Score -63841.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -63843.777344 Penalty: 2170.052246
	Iteration 12Q: 3 clusters Score -63843.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -63847.046875 Penalty: 2170.052246
	Iteration 13Q: 3 clusters Score -63847.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -63849.550781 Penalty: 2170.052246
	Iteration 14Q: 3 clusters Score -63849.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -63855.726562 Penalty: 2170.052246
	Iteration 15Q: 3 clusters Score -63855.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -63864.699219 Penalty: 2170.052246
	Iteration 16Q: 3 clusters Score -63864.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -63874.023438 Penalty: 2170.052246
	Iteration 17Q: 3 clusters Score -63874.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -63879.019531 Penalty: 2170.052246
	Iteration 18Q: 3 clusters Score -63879.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -63882.300781 Penalty: 2170.052246
	Iteration 19Q: 3 clusters Score -63882.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -63885.664062 Penalty: 2170.052246
	Iteration 20F: 3 clusters Score -63885.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -63888.964844 Penalty: 2170.052246
	Iteration 21Q: 3 clusters Score -63888.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -63888.964844 Penalty: 2170.052246
	Iteration 22F: 3 clusters Score -63888.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Entering Unmasked Estep 
Score: -974800.687500 Penalty: 1504.469360
	Iteration 0F: 2 clusters Score -974800.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -967300.312500 Penalty: 3008.938721
	Iteration 0F: 3 clusters Score -967300.3 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -969834.687500 Penalty: 3008.938721
	Iteration 1F: 3 clusters Score -969834.7 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -970188.500000 Penalty: 3008.938721
	Iteration 2F: 3 clusters Score -970188.5 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -970451.875000 Penalty: 3008.938721
	Iteration 3F: 3 clusters Score -970451.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -970686.750000 Penalty: 3008.938721
	Iteration 4Q: 3 clusters Score -970686.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -970948.312500 Penalty: 3008.938721
	Iteration 5Q: 3 clusters Score -970948.3 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -971218.250000 Penalty: 3008.938721
	Iteration 6Q: 3 clusters Score -971218.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -971471.437500 Penalty: 3008.938721
	Iteration 7Q: 3 clusters Score -971471.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -971778.062500 Penalty: 3008.938721
	Iteration 8Q: 3 clusters Score -971778.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -972098.375000 Penalty: 3008.938721
	Iteration 9Q: 3 clusters Score -972098.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -972420.812500 Penalty: 3008.938721
	Iteration 10Q: 3 clusters Score -972420.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -972705.812500 Penalty: 3008.938721
	Iteration 11Q: 3 clusters Score -972705.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -972910.437500 Penalty: 3008.938721
	Iteration 12Q: 3 clusters Score -972910.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -973045.500000 Penalty: 3008.938721
	Iteration 13Q: 3 clusters Score -973045.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -973150.250000 Penalty: 3008.938721
	Iteration 14Q: 3 clusters Score -973150.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -973226.687500 Penalty: 3008.938721
	Iteration 15Q: 3 clusters Score -973226.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -973290.875000 Penalty: 3008.938721
	Iteration 16Q: 3 clusters Score -973290.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -973340.375000 Penalty: 3008.938721
	Iteration 17Q: 3 clusters Score -973340.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -973380.875000 Penalty: 3008.938721
	Iteration 18Q: 3 clusters Score -973380.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -973416.875000 Penalty: 3008.938721
	Iteration 19Q: 3 clusters Score -973416.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -973448.250000 Penalty: 3008.938721
	Iteration 20F: 3 clusters Score -973448.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -973489.187500 Penalty: 3008.938721
	Iteration 21Q: 3 clusters Score -973489.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -973521.375000 Penalty: 3008.938721
	Iteration 22Q: 3 clusters Score -973521.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -973542.187500 Penalty: 3008.938721
	Iteration 23Q: 3 clusters Score -973542.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -973560.500000 Penalty: 3008.938721
	Iteration 24Q: 3 clusters Score -973560.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -973575.812500 Penalty: 3008.938721
	Iteration 25Q: 3 clusters Score -973575.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -973590.250000 Penalty: 3008.938721
	Iteration 26Q: 3 clusters Score -973590.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -973608.750000 Penalty: 3008.938721
	Iteration 27Q: 3 clusters Score -973608.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -973623.937500 Penalty: 3008.938721
	Iteration 28Q: 3 clusters Score -973623.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -973643.875000 Penalty: 3008.938721
	Iteration 29Q: 3 clusters Score -973643.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -973658.312500 Penalty: 3008.938721
	Iteration 30Q: 3 clusters Score -973658.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -973671.500000 Penalty: 3008.938721
	Iteration 31Q: 3 clusters Score -973671.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -973685.500000 Penalty: 3008.938721
	Iteration 32Q: 3 clusters Score -973685.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -973697.437500 Penalty: 3008.938721
	Iteration 33Q: 3 clusters Score -973697.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -973702.812500 Penalty: 3008.938721
	Iteration 34Q: 3 clusters Score -973702.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -973709.125000 Penalty: 3008.938721
	Iteration 35Q: 3 clusters Score -973709.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -973715.875000 Penalty: 3008.938721
	Iteration 36Q: 3 clusters Score -973715.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -973722.437500 Penalty: 3008.938721
	Iteration 37Q: 3 clusters Score -973722.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -973728.125000 Penalty: 3008.938721
	Iteration 38Q: 3 clusters Score -973728.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -973732.000000 Penalty: 3008.938721
	Iteration 39Q: 3 clusters Score -973732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -973737.250000 Penalty: 3008.938721
	Iteration 40F: 3 clusters Score -973737.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -973738.375000 Penalty: 3008.938721
	Iteration 41Q: 3 clusters Score -973738.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -973741.312500 Penalty: 3008.938721
	Iteration 42Q: 3 clusters Score -973741.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -973744.562500 Penalty: 3008.938721
	Iteration 43Q: 3 clusters Score -973744.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -973745.375000 Penalty: 3008.938721
	Iteration 44Q: 3 clusters Score -973745.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -973748.625000 Penalty: 3008.938721
	Iteration 45Q: 3 clusters Score -973748.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -973748.250000 Penalty: 3008.938721
	Iteration 46Q: 3 clusters Score -973748.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -973746.687500 Penalty: 3008.938721
	Iteration 47Q: 3 clusters Score -973746.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -973746.875000 Penalty: 3008.938721
	Iteration 48Q: 3 clusters Score -973746.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -973748.562500 Penalty: 3008.938721
	Iteration 49Q: 3 clusters Score -973748.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -973751.437500 Penalty: 3008.938721
	Iteration 50Q: 3 clusters Score -973751.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -973750.687500 Penalty: 3008.938721
	Iteration 51Q: 3 clusters Score -973750.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -973750.687500 Penalty: 3008.938721
	Iteration 52F: 3 clusters Score -973750.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -1753928.125000 Penalty: 1601.015747
	Iteration 0F: 2 clusters Score -1753928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1740812.000000 Penalty: 3202.031494
	Iteration 0F: 3 clusters Score -1740812 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1745528.250000 Penalty: 3202.031494
	Iteration 1F: 3 clusters Score -1745528 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1745854.375000 Penalty: 3202.031494
	Iteration 2Q: 3 clusters Score -1745854 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1746178.000000 Penalty: 3202.031494
	Iteration 3Q: 3 clusters Score -1746178 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1746533.125000 Penalty: 3202.031494
	Iteration 4Q: 3 clusters Score -1746533 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1746928.000000 Penalty: 3202.031494
	Iteration 5Q: 3 clusters Score -1746928 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1747398.250000 Penalty: 3202.031494
	Iteration 6Q: 3 clusters Score -1747398 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1747966.875000 Penalty: 3202.031494
	Iteration 7Q: 3 clusters Score -1747967 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1748597.625000 Penalty: 3202.031494
	Iteration 8Q: 3 clusters Score -1748598 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1749296.500000 Penalty: 3202.031494
	Iteration 9F: 3 clusters Score -1749296 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -1749989.625000 Penalty: 3202.031494
	Iteration 10F: 3 clusters Score -1749990 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -1750532.750000 Penalty: 3202.031494
	Iteration 11Q: 3 clusters Score -1750533 nChanged 670
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: -1750974.750000 Penalty: 3202.031494
	Iteration 12Q: 3 clusters Score -1750975 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -1751329.750000 Penalty: 3202.031494
	Iteration 13Q: 3 clusters Score -1751330 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -1751589.125000 Penalty: 3202.031494
	Iteration 14Q: 3 clusters Score -1751589 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -1751772.500000 Penalty: 3202.031494
	Iteration 15Q: 3 clusters Score -1751772 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -1751919.000000 Penalty: 3202.031494
	Iteration 16Q: 3 clusters Score -1751919 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -1752035.500000 Penalty: 3202.031494
	Iteration 17Q: 3 clusters Score -1752036 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -1752125.875000 Penalty: 3202.031494
	Iteration 18Q: 3 clusters Score -1752126 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -1752193.375000 Penalty: 3202.031494
	Iteration 19Q: 3 clusters Score -1752193 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -1752251.375000 Penalty: 3202.031494
	Iteration 20F: 3 clusters Score -1752251 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -1752300.750000 Penalty: 3202.031494
	Iteration 21Q: 3 clusters Score -1752301 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -1752335.250000 Penalty: 3202.031494
	Iteration 22Q: 3 clusters Score -1752335 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -1752356.250000 Penalty: 3202.031494
	Iteration 23Q: 3 clusters Score -1752356 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -1752379.375000 Penalty: 3202.031494
	Iteration 24Q: 3 clusters Score -1752379 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -1752395.250000 Penalty: 3202.031494
	Iteration 25Q: 3 clusters Score -1752395 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -1752408.500000 Penalty: 3202.031494
	Iteration 26Q: 3 clusters Score -1752408 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -1752426.500000 Penalty: 3202.031494
	Iteration 27Q: 3 clusters Score -1752426 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -1752442.750000 Penalty: 3202.031494
	Iteration 28Q: 3 clusters Score -1752443 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -1752455.875000 Penalty: 3202.031494
	Iteration 29Q: 3 clusters Score -1752456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -1752471.875000 Penalty: 3202.031494
	Iteration 30Q: 3 clusters Score -1752472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -1752486.625000 Penalty: 3202.031494
	Iteration 31Q: 3 clusters Score -1752487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -1752494.000000 Penalty: 3202.031494
	Iteration 32Q: 3 clusters Score -1752494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -1752501.125000 Penalty: 3202.031494
	Iteration 33Q: 3 clusters Score -1752501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -1752513.125000 Penalty: 3202.031494
	Iteration 34Q: 3 clusters Score -1752513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -1752518.625000 Penalty: 3202.031494
	Iteration 35Q: 3 clusters Score -1752519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -1752519.875000 Penalty: 3202.031494
	Iteration 36Q: 3 clusters Score -1752520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -1752525.250000 Penalty: 3202.031494
	Iteration 37Q: 3 clusters Score -1752525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -1752532.375000 Penalty: 3202.031494
	Iteration 38Q: 3 clusters Score -1752532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -1752531.875000 Penalty: 3202.031494
	Iteration 39Q: 3 clusters Score -1752532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -1752536.625000 Penalty: 3202.031494
	Iteration 40F: 3 clusters Score -1752537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -1752537.875000 Penalty: 3202.031494
	Iteration 41Q: 3 clusters Score -1752538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -1752539.125000 Penalty: 3202.031494
	Iteration 42Q: 3 clusters Score -1752539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -1752538.500000 Penalty: 3202.031494
	Iteration 43Q: 3 clusters Score -1752538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -1752539.000000 Penalty: 3202.031494
	Iteration 44Q: 3 clusters Score -1752539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -1752538.125000 Penalty: 3202.031494
	Iteration 45Q: 3 clusters Score -1752538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -1752540.000000 Penalty: 3202.031494
	Iteration 46Q: 3 clusters Score -1752540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -1752543.875000 Penalty: 3202.031494
	Iteration 47Q: 3 clusters Score -1752544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -1752544.625000 Penalty: 3202.031494
	Iteration 48Q: 3 clusters Score -1752545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -1752546.625000 Penalty: 3202.031494
	Iteration 49Q: 3 clusters Score -1752547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -1752550.500000 Penalty: 3202.031494
	Iteration 50Q: 3 clusters Score -1752550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -1752556.625000 Penalty: 3202.031494
	Iteration 51Q: 3 clusters Score -1752557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -1752559.250000 Penalty: 3202.031494
	Iteration 52Q: 3 clusters Score -1752559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -1752557.625000 Penalty: 3202.031494
	Iteration 53Q: 3 clusters Score -1752558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -1752561.750000 Penalty: 3202.031494
	Iteration 54Q: 3 clusters Score -1752562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -1752568.750000 Penalty: 3202.031494
	Iteration 55Q: 3 clusters Score -1752569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -1752572.125000 Penalty: 3202.031494
	Iteration 56Q: 3 clusters Score -1752572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -1752576.500000 Penalty: 3202.031494
	Iteration 57Q: 3 clusters Score -1752576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -1752580.375000 Penalty: 3202.031494
	Iteration 58Q: 3 clusters Score -1752580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -1752583.375000 Penalty: 3202.031494
	Iteration 59Q: 3 clusters Score -1752583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -1752582.750000 Penalty: 3202.031494
	Iteration 60F: 3 clusters Score -1752583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -1752584.750000 Penalty: 3202.031494
	Iteration 61Q: 3 clusters Score -1752585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -1752585.375000 Penalty: 3202.031494
	Iteration 62Q: 3 clusters Score -1752585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -1752586.750000 Penalty: 3202.031494
	Iteration 63Q: 3 clusters Score -1752587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -1752586.875000 Penalty: 3202.031494
	Iteration 64Q: 3 clusters Score -1752587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -1752587.625000 Penalty: 3202.031494
	Iteration 65Q: 3 clusters Score -1752588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -1752588.625000 Penalty: 3202.031494
	Iteration 66Q: 3 clusters Score -1752589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -1752589.250000 Penalty: 3202.031494
	Iteration 67Q: 3 clusters Score -1752589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -1752590.500000 Penalty: 3202.031494
	Iteration 68Q: 3 clusters Score -1752590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -1752590.000000 Penalty: 3202.031494
	Iteration 69Q: 3 clusters Score -1752590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -1752590.000000 Penalty: 3202.031494
	Iteration 70F: 3 clusters Score -1752590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (73240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73240 members 
Entering Unmasked Estep 
Score: -6710701.500000 Penalty: 1820.243286
	Iteration 0F: 2 clusters Score -6710702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36332 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -6661541.000000 Penalty: 3640.486572
	Iteration 0F: 3 clusters Score -6661541 nChanged 34859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -6681611.000000 Penalty: 3640.486572
	Iteration 1F: 3 clusters Score -6681611 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -6682666.000000 Penalty: 3640.486572
	Iteration 2Q: 3 clusters Score -6682666 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 45785 members 
Entering Unmasked Estep 
Score: -6684601.500000 Penalty: 3640.486572
	Iteration 3F: 3 clusters Score -6684602 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 50618 members 
Entering Unmasked Estep 
Score: -6687803.000000 Penalty: 3640.486572
	Iteration 4F: 3 clusters Score -6687803 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 56946 members 
Entering Unmasked Estep 
Score: -6693056.000000 Penalty: 3640.486572
	Iteration 5F: 3 clusters Score -6693056 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 63813 members 
Entering Unmasked Estep 
Score: -6699682.500000 Penalty: 3640.486572
	Iteration 6F: 3 clusters Score -6699682 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 69161 members 
Entering Unmasked Estep 
Score: -6705132.500000 Penalty: 3640.486572
	Iteration 7F: 3 clusters Score -6705132 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 71941 members 
Entering Unmasked Estep 
Score: -6707827.000000 Penalty: 3640.486572
	Iteration 8Q: 3 clusters Score -6707827 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 72811 members 
Entering Unmasked Estep 
Score: -6708646.500000 Penalty: 3640.486572
	Iteration 9Q: 3 clusters Score -6708646 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 73020 members 
Entering Unmasked Estep 
Score: -6708901.500000 Penalty: 3640.486572
	Iteration 10Q: 3 clusters Score -6708902 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 73068 members 
Entering Unmasked Estep 
Score: -6708982.500000 Penalty: 3640.486572
	Iteration 11Q: 3 clusters Score -6708982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 73076 members 
Entering Unmasked Estep 
Score: -6709012.000000 Penalty: 3640.486572
	Iteration 12Q: 3 clusters Score -6709012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 73086 members 
Entering Unmasked Estep 
Score: -6709034.000000 Penalty: 3640.486572
	Iteration 13Q: 3 clusters Score -6709034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 73092 members 
Entering Unmasked Estep 
Score: -6709056.000000 Penalty: 3640.486572
	Iteration 14Q: 3 clusters Score -6709056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 73093 members 
Entering Unmasked Estep 
Score: -6709068.500000 Penalty: 3640.486572
	Iteration 15Q: 3 clusters Score -6709068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 73095 members 
Entering Unmasked Estep 
Score: -6709073.500000 Penalty: 3640.486572
	Iteration 16Q: 3 clusters Score -6709074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 73095 members 
Entering Unmasked Estep 
Score: -6709080.500000 Penalty: 3640.486572
	Iteration 17Q: 3 clusters Score -6709080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 73098 members 
Entering Unmasked Estep 
Score: -6709096.000000 Penalty: 3640.486572
	Iteration 18Q: 3 clusters Score -6709096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 73100 members 
Entering Unmasked Estep 
Score: -6709097.000000 Penalty: 3640.486572
	Iteration 19Q: 3 clusters Score -6709097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 73099 members 
Entering Unmasked Estep 
Score: -6709100.500000 Penalty: 3640.486572
	Iteration 20F: 3 clusters Score -6709100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Entering Unmasked Estep 
Score: -105935.828125 Penalty: 1169.461548
	Iteration 0F: 2 clusters Score -105935.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -104316.156250 Penalty: 2338.923096
	Iteration 0F: 3 clusters Score -104316.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -104769.382812 Penalty: 2338.923096
	Iteration 1F: 3 clusters Score -104769.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -104949.218750 Penalty: 2338.923096
	Iteration 2F: 3 clusters Score -104949.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -105061.085938 Penalty: 2338.923096
	Iteration 3F: 3 clusters Score -105061.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -105151.648438 Penalty: 2338.923096
	Iteration 4F: 3 clusters Score -105151.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -105225.992188 Penalty: 2338.923096
	Iteration 5Q: 3 clusters Score -105226 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -105297.437500 Penalty: 2338.923096
	Iteration 6Q: 3 clusters Score -105297.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -105337.265625 Penalty: 2338.923096
	Iteration 7Q: 3 clusters Score -105337.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -105365.804688 Penalty: 2338.923096
	Iteration 8Q: 3 clusters Score -105365.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -105406.515625 Penalty: 2338.923096
	Iteration 9Q: 3 clusters Score -105406.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -105429.171875 Penalty: 2338.923096
	Iteration 10Q: 3 clusters Score -105429.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -105462.734375 Penalty: 2338.923096
	Iteration 11Q: 3 clusters Score -105462.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -105524.890625 Penalty: 2338.923096
	Iteration 12Q: 3 clusters Score -105524.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -105566.570312 Penalty: 2338.923096
	Iteration 13Q: 3 clusters Score -105566.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -105600.742188 Penalty: 2338.923096
	Iteration 14Q: 3 clusters Score -105600.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -105627.765625 Penalty: 2338.923096
	Iteration 15Q: 3 clusters Score -105627.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -105641.531250 Penalty: 2338.923096
	Iteration 16Q: 3 clusters Score -105641.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -105657.203125 Penalty: 2338.923096
	Iteration 17Q: 3 clusters Score -105657.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -105676.679688 Penalty: 2338.923096
	Iteration 18Q: 3 clusters Score -105676.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -105687.164062 Penalty: 2338.923096
	Iteration 19Q: 3 clusters Score -105687.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -105692.125000 Penalty: 2338.923096
	Iteration 20F: 3 clusters Score -105692.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -105693.687500 Penalty: 2338.923096
	Iteration 21Q: 3 clusters Score -105693.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -105694.562500 Penalty: 2338.923096
	Iteration 22Q: 3 clusters Score -105694.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -105694.562500 Penalty: 2338.923096
	Iteration 23F: 3 clusters Score -105694.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Entering Unmasked Estep 
Score: -92775.140625 Penalty: 1170.553345
	Iteration 0F: 2 clusters Score -92775.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -91167.046875 Penalty: 2341.106689
	Iteration 0F: 3 clusters Score -91167.05 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -91656.640625 Penalty: 2341.106689
	Iteration 1F: 3 clusters Score -91656.64 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -91882.609375 Penalty: 2341.106689
	Iteration 2F: 3 clusters Score -91882.61 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -92007.210938 Penalty: 2341.106689
	Iteration 3F: 3 clusters Score -92007.21 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -92105.804688 Penalty: 2341.106689
	Iteration 4F: 3 clusters Score -92105.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -92178.343750 Penalty: 2341.106689
	Iteration 5Q: 3 clusters Score -92178.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -92217.367188 Penalty: 2341.106689
	Iteration 6Q: 3 clusters Score -92217.37 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -92242.468750 Penalty: 2341.106689
	Iteration 7Q: 3 clusters Score -92242.47 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -92269.601562 Penalty: 2341.106689
	Iteration 8Q: 3 clusters Score -92269.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -92291.382812 Penalty: 2341.106689
	Iteration 9Q: 3 clusters Score -92291.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -92317.765625 Penalty: 2341.106689
	Iteration 10Q: 3 clusters Score -92317.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -92331.281250 Penalty: 2341.106689
	Iteration 11Q: 3 clusters Score -92331.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -92340.398438 Penalty: 2341.106689
	Iteration 12Q: 3 clusters Score -92340.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -92348.460938 Penalty: 2341.106689
	Iteration 13Q: 3 clusters Score -92348.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -92350.765625 Penalty: 2341.106689
	Iteration 14Q: 3 clusters Score -92350.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -92352.132812 Penalty: 2341.106689
	Iteration 15Q: 3 clusters Score -92352.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -92353.539062 Penalty: 2341.106689
	Iteration 16Q: 3 clusters Score -92353.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -92355.156250 Penalty: 2341.106689
	Iteration 17Q: 3 clusters Score -92355.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -92356.882812 Penalty: 2341.106689
	Iteration 18Q: 3 clusters Score -92356.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -92356.882812 Penalty: 2341.106689
	Iteration 19F: 3 clusters Score -92356.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Entering Unmasked Estep 
Score: -86520.968750 Penalty: 1124.448608
	Iteration 0F: 2 clusters Score -86520.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -85093.421875 Penalty: 2248.897217
	Iteration 0F: 3 clusters Score -85093.42 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -85357.476562 Penalty: 2248.897217
	Iteration 1F: 3 clusters Score -85357.48 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -85416.281250 Penalty: 2248.897217
	Iteration 2F: 3 clusters Score -85416.28 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -85467.679688 Penalty: 2248.897217
	Iteration 3Q: 3 clusters Score -85467.68 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -85515.351562 Penalty: 2248.897217
	Iteration 4Q: 3 clusters Score -85515.35 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -85550.468750 Penalty: 2248.897217
	Iteration 5Q: 3 clusters Score -85550.47 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -85580.664062 Penalty: 2248.897217
	Iteration 6Q: 3 clusters Score -85580.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -85597.992188 Penalty: 2248.897217
	Iteration 7Q: 3 clusters Score -85597.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -85621.421875 Penalty: 2248.897217
	Iteration 8Q: 3 clusters Score -85621.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -85642.625000 Penalty: 2248.897217
	Iteration 9Q: 3 clusters Score -85642.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -85655.179688 Penalty: 2248.897217
	Iteration 10Q: 3 clusters Score -85655.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -85667.460938 Penalty: 2248.897217
	Iteration 11Q: 3 clusters Score -85667.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -85683.023438 Penalty: 2248.897217
	Iteration 12Q: 3 clusters Score -85683.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -85690.960938 Penalty: 2248.897217
	Iteration 13Q: 3 clusters Score -85690.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -85699.359375 Penalty: 2248.897217
	Iteration 14Q: 3 clusters Score -85699.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -85709.601562 Penalty: 2248.897217
	Iteration 15Q: 3 clusters Score -85709.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -85720.781250 Penalty: 2248.897217
	Iteration 16Q: 3 clusters Score -85720.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -85732.398438 Penalty: 2248.897217
	Iteration 17Q: 3 clusters Score -85732.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -85735.265625 Penalty: 2248.897217
	Iteration 18Q: 3 clusters Score -85735.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -85739.140625 Penalty: 2248.897217
	Iteration 19Q: 3 clusters Score -85739.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -85741.031250 Penalty: 2248.897217
	Iteration 20F: 3 clusters Score -85741.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -85743.703125 Penalty: 2248.897217
	Iteration 21Q: 3 clusters Score -85743.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -85746.281250 Penalty: 2248.897217
	Iteration 22Q: 3 clusters Score -85746.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -85748.773438 Penalty: 2248.897217
	Iteration 23Q: 3 clusters Score -85748.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -85750.007812 Penalty: 2248.897217
	Iteration 24Q: 3 clusters Score -85750.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -85750.007812 Penalty: 2248.897217
	Iteration 25F: 3 clusters Score -85750.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Entering Unmasked Estep 
Score: -85450.343750 Penalty: 1124.127197
	Iteration 0F: 2 clusters Score -85450.34 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 503 members 
Entering Unmasked Estep 
Score: -84014.703125 Penalty: 2248.254395
	Iteration 0F: 3 clusters Score -84014.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -84261.242188 Penalty: 2248.254395
	Iteration 1F: 3 clusters Score -84261.24 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -84336.796875 Penalty: 2248.254395
	Iteration 2F: 3 clusters Score -84336.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -84384.234375 Penalty: 2248.254395
	Iteration 3Q: 3 clusters Score -84384.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -84418.476562 Penalty: 2248.254395
	Iteration 4Q: 3 clusters Score -84418.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -84440.679688 Penalty: 2248.254395
	Iteration 5Q: 3 clusters Score -84440.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -84455.812500 Penalty: 2248.254395
	Iteration 6Q: 3 clusters Score -84455.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -84471.960938 Penalty: 2248.254395
	Iteration 7Q: 3 clusters Score -84471.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -84480.906250 Penalty: 2248.254395
	Iteration 8Q: 3 clusters Score -84480.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -84485.828125 Penalty: 2248.254395
	Iteration 9Q: 3 clusters Score -84485.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -84494.390625 Penalty: 2248.254395
	Iteration 10Q: 3 clusters Score -84494.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -84498.070312 Penalty: 2248.254395
	Iteration 11Q: 3 clusters Score -84498.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -84501.312500 Penalty: 2248.254395
	Iteration 12Q: 3 clusters Score -84501.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -84507.710938 Penalty: 2248.254395
	Iteration 13Q: 3 clusters Score -84507.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -84511.531250 Penalty: 2248.254395
	Iteration 14Q: 3 clusters Score -84511.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -84523.031250 Penalty: 2248.254395
	Iteration 15Q: 3 clusters Score -84523.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -84525.515625 Penalty: 2248.254395
	Iteration 16Q: 3 clusters Score -84525.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -84528.656250 Penalty: 2248.254395
	Iteration 17Q: 3 clusters Score -84528.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -84532.226562 Penalty: 2248.254395
	Iteration 18Q: 3 clusters Score -84532.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -84539.960938 Penalty: 2248.254395
	Iteration 19Q: 3 clusters Score -84539.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -84546.453125 Penalty: 2248.254395
	Iteration 20F: 3 clusters Score -84546.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -84564.304688 Penalty: 2248.254395
	Iteration 21Q: 3 clusters Score -84564.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -84578.109375 Penalty: 2248.254395
	Iteration 22Q: 3 clusters Score -84578.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -84584.523438 Penalty: 2248.254395
	Iteration 23Q: 3 clusters Score -84584.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -84586.867188 Penalty: 2248.254395
	Iteration 24Q: 3 clusters Score -84586.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -84591.820312 Penalty: 2248.254395
	Iteration 25Q: 3 clusters Score -84591.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -84596.250000 Penalty: 2248.254395
	Iteration 26Q: 3 clusters Score -84596.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -84599.101562 Penalty: 2248.254395
	Iteration 27Q: 3 clusters Score -84599.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -84601.867188 Penalty: 2248.254395
	Iteration 28Q: 3 clusters Score -84601.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -84604.023438 Penalty: 2248.254395
	Iteration 29Q: 3 clusters Score -84604.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -84605.320312 Penalty: 2248.254395
	Iteration 30Q: 3 clusters Score -84605.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -84605.320312 Penalty: 2248.254395
	Iteration 31F: 3 clusters Score -84605.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Entering Unmasked Estep 
Score: -372810.593750 Penalty: 1361.114624
	Iteration 0F: 2 clusters Score -372810.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -369285.156250 Penalty: 2722.229248
	Iteration 0F: 3 clusters Score -369285.2 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -370258.656250 Penalty: 2722.229248
	Iteration 1F: 3 clusters Score -370258.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -370473.562500 Penalty: 2722.229248
	Iteration 2F: 3 clusters Score -370473.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -370662.156250 Penalty: 2722.229248
	Iteration 3F: 3 clusters Score -370662.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -370851.156250 Penalty: 2722.229248
	Iteration 4F: 3 clusters Score -370851.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -371060.593750 Penalty: 2722.229248
	Iteration 5F: 3 clusters Score -371060.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -371277.312500 Penalty: 2722.229248
	Iteration 6F: 3 clusters Score -371277.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -371483.343750 Penalty: 2722.229248
	Iteration 7F: 3 clusters Score -371483.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -371700.531250 Penalty: 2722.229248
	Iteration 8F: 3 clusters Score -371700.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -371904.781250 Penalty: 2722.229248
	Iteration 9Q: 3 clusters Score -371904.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -372129.656250 Penalty: 2722.229248
	Iteration 10Q: 3 clusters Score -372129.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -372491.906250 Penalty: 2722.229248
	Iteration 11Q: 3 clusters Score -372491.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -372942.406250 Penalty: 2722.229248
	Iteration 12Q: 3 clusters Score -372942.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -373078.500000 Penalty: 2722.229248
	Iteration 13Q: 3 clusters Score -373078.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -373136.218750 Penalty: 2722.229248
	Iteration 14Q: 3 clusters Score -373136.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -373176.375000 Penalty: 2722.229248
	Iteration 15Q: 3 clusters Score -373176.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -373197.312500 Penalty: 2722.229248
	Iteration 16Q: 3 clusters Score -373197.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -373217.468750 Penalty: 2722.229248
	Iteration 17Q: 3 clusters Score -373217.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -373238.531250 Penalty: 2722.229248
	Iteration 18Q: 3 clusters Score -373238.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -373257.156250 Penalty: 2722.229248
	Iteration 19Q: 3 clusters Score -373257.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -373272.906250 Penalty: 2722.229248
	Iteration 20F: 3 clusters Score -373272.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -373282.875000 Penalty: 2722.229248
	Iteration 21Q: 3 clusters Score -373282.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -373289.906250 Penalty: 2722.229248
	Iteration 22Q: 3 clusters Score -373289.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -373294.031250 Penalty: 2722.229248
	Iteration 23Q: 3 clusters Score -373294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -373296.031250 Penalty: 2722.229248
	Iteration 24Q: 3 clusters Score -373296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -373298.343750 Penalty: 2722.229248
	Iteration 25Q: 3 clusters Score -373298.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -373298.406250 Penalty: 2722.229248
	Iteration 26Q: 3 clusters Score -373298.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -373299.468750 Penalty: 2722.229248
	Iteration 27Q: 3 clusters Score -373299.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -373300.562500 Penalty: 2722.229248
	Iteration 28Q: 3 clusters Score -373300.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -373300.968750 Penalty: 2722.229248
	Iteration 29Q: 3 clusters Score -373301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -373301.406250 Penalty: 2722.229248
	Iteration 30Q: 3 clusters Score -373301.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -373301.250000 Penalty: 2722.229248
	Iteration 31Q: 3 clusters Score -373301.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -373302.937500 Penalty: 2722.229248
	Iteration 32Q: 3 clusters Score -373302.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -373304.156250 Penalty: 2722.229248
	Iteration 33Q: 3 clusters Score -373304.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -373305.406250 Penalty: 2722.229248
	Iteration 34Q: 3 clusters Score -373305.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -373309.187500 Penalty: 2722.229248
	Iteration 35Q: 3 clusters Score -373309.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -373311.906250 Penalty: 2722.229248
	Iteration 36Q: 3 clusters Score -373311.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -373314.093750 Penalty: 2722.229248
	Iteration 37Q: 3 clusters Score -373314.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -373314.468750 Penalty: 2722.229248
	Iteration 38Q: 3 clusters Score -373314.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -373314.968750 Penalty: 2722.229248
	Iteration 39Q: 3 clusters Score -373315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -373314.968750 Penalty: 2722.229248
	Iteration 40F: 3 clusters Score -373315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27481 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115362 members 
Mstep: Class 7 contains 124270 members 
Mstep: Class 8 contains 27243 members 
Mstep: Class 9 contains 63603 members 
Mstep: Class 10 contains 15306 members 
Mstep: Class 11 contains 3524 members 
Mstep: Class 12 contains 59726 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39992 members 
Mstep: Class 17 contains 6289 members 
Mstep: Class 18 contains 59421 members 
Mstep: Class 19 contains 7219 members 
Mstep: Class 20 contains 13050 members 
Mstep: Class 21 contains 13868 members 
Mstep: Class 22 contains 7645 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10491 members 
Mstep: Class 26 contains 19004 members 
Mstep: Class 27 contains 73240 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 1862 members 
Mstep: Class 33 contains 8161 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7527 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8986 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 90151 members 
Mstep: Class 41 contains 6824 members 
Mstep: Class 42 contains 2446 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3830 members 
Mstep: Class 46 contains 2133 members 
Mstep: Class 47 contains 41258 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Mstep: Class 50 contains 2480 members 
Entering Unmasked Estep 
Score: -84471184.000000 Penalty: 111905.187500
Splitting cluster 32 changes total score from -84471416.000000 to -84471184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (8161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Entering Unmasked Estep 
Score: -753002.750000 Penalty: 1463.657349
	Iteration 0F: 2 clusters Score -753002.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -747021.312500 Penalty: 2927.314697
	Iteration 0F: 3 clusters Score -747021.3 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -748833.500000 Penalty: 2927.314697
	Iteration 1F: 3 clusters Score -748833.5 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -749017.500000 Penalty: 2927.314697
	Iteration 2F: 3 clusters Score -749017.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -749159.500000 Penalty: 2927.314697
	Iteration 3Q: 3 clusters Score -749159.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -749265.500000 Penalty: 2927.314697
	Iteration 4Q: 3 clusters Score -749265.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -749348.000000 Penalty: 2927.314697
	Iteration 5Q: 3 clusters Score -749348 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -749422.687500 Penalty: 2927.314697
	Iteration 6Q: 3 clusters Score -749422.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -749497.937500 Penalty: 2927.314697
	Iteration 7Q: 3 clusters Score -749497.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -749573.062500 Penalty: 2927.314697
	Iteration 8Q: 3 clusters Score -749573.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -749649.875000 Penalty: 2927.314697
	Iteration 9Q: 3 clusters Score -749649.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -749746.062500 Penalty: 2927.314697
	Iteration 10Q: 3 clusters Score -749746.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -749832.000000 Penalty: 2927.314697
	Iteration 11Q: 3 clusters Score -749832 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -749926.750000 Penalty: 2927.314697
	Iteration 12Q: 3 clusters Score -749926.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -750022.937500 Penalty: 2927.314697
	Iteration 13Q: 3 clusters Score -750022.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -750124.500000 Penalty: 2927.314697
	Iteration 14Q: 3 clusters Score -750124.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -750244.000000 Penalty: 2927.314697
	Iteration 15Q: 3 clusters Score -750244 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -750397.187500 Penalty: 2927.314697
	Iteration 16Q: 3 clusters Score -750397.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -750559.875000 Penalty: 2927.314697
	Iteration 17Q: 3 clusters Score -750559.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -750739.500000 Penalty: 2927.314697
	Iteration 18Q: 3 clusters Score -750739.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -750904.250000 Penalty: 2927.314697
	Iteration 19Q: 3 clusters Score -750904.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -751056.250000 Penalty: 2927.314697
	Iteration 20F: 3 clusters Score -751056.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -751206.125000 Penalty: 2927.314697
	Iteration 21Q: 3 clusters Score -751206.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -751347.437500 Penalty: 2927.314697
	Iteration 22Q: 3 clusters Score -751347.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -751442.437500 Penalty: 2927.314697
	Iteration 23Q: 3 clusters Score -751442.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -751505.312500 Penalty: 2927.314697
	Iteration 24Q: 3 clusters Score -751505.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -751550.375000 Penalty: 2927.314697
	Iteration 25Q: 3 clusters Score -751550.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -751577.125000 Penalty: 2927.314697
	Iteration 26Q: 3 clusters Score -751577.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -751604.437500 Penalty: 2927.314697
	Iteration 27Q: 3 clusters Score -751604.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -751621.562500 Penalty: 2927.314697
	Iteration 28Q: 3 clusters Score -751621.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -751642.125000 Penalty: 2927.314697
	Iteration 29Q: 3 clusters Score -751642.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -751658.875000 Penalty: 2927.314697
	Iteration 30Q: 3 clusters Score -751658.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -751678.250000 Penalty: 2927.314697
	Iteration 31Q: 3 clusters Score -751678.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -751692.125000 Penalty: 2927.314697
	Iteration 32Q: 3 clusters Score -751692.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -751706.937500 Penalty: 2927.314697
	Iteration 33Q: 3 clusters Score -751706.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -751718.750000 Penalty: 2927.314697
	Iteration 34Q: 3 clusters Score -751718.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -751730.812500 Penalty: 2927.314697
	Iteration 35Q: 3 clusters Score -751730.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -751738.625000 Penalty: 2927.314697
	Iteration 36Q: 3 clusters Score -751738.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -751747.250000 Penalty: 2927.314697
	Iteration 37Q: 3 clusters Score -751747.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -751757.437500 Penalty: 2927.314697
	Iteration 38Q: 3 clusters Score -751757.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -751763.000000 Penalty: 2927.314697
	Iteration 39Q: 3 clusters Score -751763 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -751775.500000 Penalty: 2927.314697
	Iteration 40F: 3 clusters Score -751775.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -751785.937500 Penalty: 2927.314697
	Iteration 41Q: 3 clusters Score -751785.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -751789.750000 Penalty: 2927.314697
	Iteration 42Q: 3 clusters Score -751789.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -751792.312500 Penalty: 2927.314697
	Iteration 43Q: 3 clusters Score -751792.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -751794.375000 Penalty: 2927.314697
	Iteration 44Q: 3 clusters Score -751794.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -751795.500000 Penalty: 2927.314697
	Iteration 45Q: 3 clusters Score -751795.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -751795.062500 Penalty: 2927.314697
	Iteration 46Q: 3 clusters Score -751795.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -751794.875000 Penalty: 2927.314697
	Iteration 47Q: 3 clusters Score -751794.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -751796.937500 Penalty: 2927.314697
	Iteration 48Q: 3 clusters Score -751796.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -751797.812500 Penalty: 2927.314697
	Iteration 49Q: 3 clusters Score -751797.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -751797.125000 Penalty: 2927.314697
	Iteration 50Q: 3 clusters Score -751797.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -751797.062500 Penalty: 2927.314697
	Iteration 51Q: 3 clusters Score -751797.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -751797.687500 Penalty: 2927.314697
	Iteration 52Q: 3 clusters Score -751797.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -751800.812500 Penalty: 2927.314697
	Iteration 53Q: 3 clusters Score -751800.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -751800.937500 Penalty: 2927.314697
	Iteration 54Q: 3 clusters Score -751800.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -751802.562500 Penalty: 2927.314697
	Iteration 55Q: 3 clusters Score -751802.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -751804.312500 Penalty: 2927.314697
	Iteration 56Q: 3 clusters Score -751804.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -751805.125000 Penalty: 2927.314697
	Iteration 57Q: 3 clusters Score -751805.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -751807.812500 Penalty: 2927.314697
	Iteration 58Q: 3 clusters Score -751807.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -751809.312500 Penalty: 2927.314697
	Iteration 59Q: 3 clusters Score -751809.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -751809.687500 Penalty: 2927.314697
	Iteration 60F: 3 clusters Score -751809.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -751809.187500 Penalty: 2927.314697
	Iteration 61Q: 3 clusters Score -751809.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -751809.187500 Penalty: 2927.314697
	Iteration 62F: 3 clusters Score -751809.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Entering Unmasked Estep 
Score: -104599.460938 Penalty: 1160.194824
	Iteration 0F: 2 clusters Score -104599.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -102969.296875 Penalty: 2320.389648
	Iteration 0F: 3 clusters Score -102969.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -103304.375000 Penalty: 2320.389648
	Iteration 1F: 3 clusters Score -103304.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -103405.578125 Penalty: 2320.389648
	Iteration 2F: 3 clusters Score -103405.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -103466.617188 Penalty: 2320.389648
	Iteration 3Q: 3 clusters Score -103466.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -103504.906250 Penalty: 2320.389648
	Iteration 4Q: 3 clusters Score -103504.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -103551.648438 Penalty: 2320.389648
	Iteration 5Q: 3 clusters Score -103551.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -103594.812500 Penalty: 2320.389648
	Iteration 6Q: 3 clusters Score -103594.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -103621.539062 Penalty: 2320.389648
	Iteration 7Q: 3 clusters Score -103621.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -103639.578125 Penalty: 2320.389648
	Iteration 8Q: 3 clusters Score -103639.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -103648.976562 Penalty: 2320.389648
	Iteration 9Q: 3 clusters Score -103649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -103663.203125 Penalty: 2320.389648
	Iteration 10Q: 3 clusters Score -103663.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -103678.523438 Penalty: 2320.389648
	Iteration 11Q: 3 clusters Score -103678.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -103696.171875 Penalty: 2320.389648
	Iteration 12Q: 3 clusters Score -103696.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -103715.742188 Penalty: 2320.389648
	Iteration 13Q: 3 clusters Score -103715.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -103731.414062 Penalty: 2320.389648
	Iteration 14Q: 3 clusters Score -103731.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -103742.890625 Penalty: 2320.389648
	Iteration 15Q: 3 clusters Score -103742.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -103752.781250 Penalty: 2320.389648
	Iteration 16Q: 3 clusters Score -103752.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -103760.867188 Penalty: 2320.389648
	Iteration 17Q: 3 clusters Score -103760.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -103767.390625 Penalty: 2320.389648
	Iteration 18Q: 3 clusters Score -103767.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -103769.390625 Penalty: 2320.389648
	Iteration 19Q: 3 clusters Score -103769.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -103772.679688 Penalty: 2320.389648
	Iteration 20F: 3 clusters Score -103772.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -103774.570312 Penalty: 2320.389648
	Iteration 21Q: 3 clusters Score -103774.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -103775.835938 Penalty: 2320.389648
	Iteration 22Q: 3 clusters Score -103775.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -103778.195312 Penalty: 2320.389648
	Iteration 23Q: 3 clusters Score -103778.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -103781.367188 Penalty: 2320.389648
	Iteration 24Q: 3 clusters Score -103781.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -103781.812500 Penalty: 2320.389648
	Iteration 25Q: 3 clusters Score -103781.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -103783.640625 Penalty: 2320.389648
	Iteration 26Q: 3 clusters Score -103783.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -103785.867188 Penalty: 2320.389648
	Iteration 27Q: 3 clusters Score -103785.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -103787.835938 Penalty: 2320.389648
	Iteration 28Q: 3 clusters Score -103787.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -103789.265625 Penalty: 2320.389648
	Iteration 29Q: 3 clusters Score -103789.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -103789.914062 Penalty: 2320.389648
	Iteration 30Q: 3 clusters Score -103789.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -103789.914062 Penalty: 2320.389648
	Iteration 31F: 3 clusters Score -103789.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Entering Unmasked Estep 
Score: -632683.812500 Penalty: 1450.515869
	Iteration 0F: 2 clusters Score -632683.8 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 3820 members 
Entering Unmasked Estep 
Score: -627100.750000 Penalty: 2901.031738
	Iteration 0F: 3 clusters Score -627100.8 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -628914.437500 Penalty: 2901.031738
	Iteration 1F: 3 clusters Score -628914.4 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -629215.000000 Penalty: 2901.031738
	Iteration 2F: 3 clusters Score -629215 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -629517.500000 Penalty: 2901.031738
	Iteration 3F: 3 clusters Score -629517.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -629797.312500 Penalty: 2901.031738
	Iteration 4F: 3 clusters Score -629797.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -630047.750000 Penalty: 2901.031738
	Iteration 5F: 3 clusters Score -630047.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -630235.062500 Penalty: 2901.031738
	Iteration 6Q: 3 clusters Score -630235.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -630383.187500 Penalty: 2901.031738
	Iteration 7Q: 3 clusters Score -630383.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -630499.250000 Penalty: 2901.031738
	Iteration 8Q: 3 clusters Score -630499.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -630581.000000 Penalty: 2901.031738
	Iteration 9Q: 3 clusters Score -630581 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -630653.750000 Penalty: 2901.031738
	Iteration 10Q: 3 clusters Score -630653.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -630707.125000 Penalty: 2901.031738
	Iteration 11Q: 3 clusters Score -630707.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -630755.625000 Penalty: 2901.031738
	Iteration 12Q: 3 clusters Score -630755.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -630798.812500 Penalty: 2901.031738
	Iteration 13Q: 3 clusters Score -630798.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -630831.750000 Penalty: 2901.031738
	Iteration 14Q: 3 clusters Score -630831.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -630862.625000 Penalty: 2901.031738
	Iteration 15Q: 3 clusters Score -630862.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -630883.312500 Penalty: 2901.031738
	Iteration 16Q: 3 clusters Score -630883.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -630908.312500 Penalty: 2901.031738
	Iteration 17Q: 3 clusters Score -630908.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -630936.875000 Penalty: 2901.031738
	Iteration 18Q: 3 clusters Score -630936.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -630968.687500 Penalty: 2901.031738
	Iteration 19Q: 3 clusters Score -630968.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -631014.000000 Penalty: 2901.031738
	Iteration 20F: 3 clusters Score -631014 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -631061.187500 Penalty: 2901.031738
	Iteration 21Q: 3 clusters Score -631061.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -631106.812500 Penalty: 2901.031738
	Iteration 22Q: 3 clusters Score -631106.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -631158.562500 Penalty: 2901.031738
	Iteration 23Q: 3 clusters Score -631158.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -631200.062500 Penalty: 2901.031738
	Iteration 24Q: 3 clusters Score -631200.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -631231.062500 Penalty: 2901.031738
	Iteration 25Q: 3 clusters Score -631231.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -631261.625000 Penalty: 2901.031738
	Iteration 26Q: 3 clusters Score -631261.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -631288.250000 Penalty: 2901.031738
	Iteration 27Q: 3 clusters Score -631288.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -631320.812500 Penalty: 2901.031738
	Iteration 28Q: 3 clusters Score -631320.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -631342.375000 Penalty: 2901.031738
	Iteration 29Q: 3 clusters Score -631342.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -631358.000000 Penalty: 2901.031738
	Iteration 30Q: 3 clusters Score -631358 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -631373.187500 Penalty: 2901.031738
	Iteration 31Q: 3 clusters Score -631373.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -631394.187500 Penalty: 2901.031738
	Iteration 32Q: 3 clusters Score -631394.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -631406.000000 Penalty: 2901.031738
	Iteration 33Q: 3 clusters Score -631406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -631422.687500 Penalty: 2901.031738
	Iteration 34Q: 3 clusters Score -631422.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -631438.000000 Penalty: 2901.031738
	Iteration 35Q: 3 clusters Score -631438 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -631452.125000 Penalty: 2901.031738
	Iteration 36Q: 3 clusters Score -631452.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -631456.750000 Penalty: 2901.031738
	Iteration 37Q: 3 clusters Score -631456.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -631468.937500 Penalty: 2901.031738
	Iteration 38Q: 3 clusters Score -631468.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -631476.375000 Penalty: 2901.031738
	Iteration 39Q: 3 clusters Score -631476.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -631484.125000 Penalty: 2901.031738
	Iteration 40F: 3 clusters Score -631484.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -631490.937500 Penalty: 2901.031738
	Iteration 41Q: 3 clusters Score -631490.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -631498.187500 Penalty: 2901.031738
	Iteration 42Q: 3 clusters Score -631498.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -631502.687500 Penalty: 2901.031738
	Iteration 43Q: 3 clusters Score -631502.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -631505.437500 Penalty: 2901.031738
	Iteration 44Q: 3 clusters Score -631505.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -631510.687500 Penalty: 2901.031738
	Iteration 45Q: 3 clusters Score -631510.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -631513.812500 Penalty: 2901.031738
	Iteration 46Q: 3 clusters Score -631513.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -631517.437500 Penalty: 2901.031738
	Iteration 47Q: 3 clusters Score -631517.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -631520.562500 Penalty: 2901.031738
	Iteration 48Q: 3 clusters Score -631520.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -631527.062500 Penalty: 2901.031738
	Iteration 49Q: 3 clusters Score -631527.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -631533.437500 Penalty: 2901.031738
	Iteration 50Q: 3 clusters Score -631533.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -631538.437500 Penalty: 2901.031738
	Iteration 51Q: 3 clusters Score -631538.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -631543.750000 Penalty: 2901.031738
	Iteration 52Q: 3 clusters Score -631543.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -631548.625000 Penalty: 2901.031738
	Iteration 53Q: 3 clusters Score -631548.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -631552.750000 Penalty: 2901.031738
	Iteration 54Q: 3 clusters Score -631552.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -631559.375000 Penalty: 2901.031738
	Iteration 55Q: 3 clusters Score -631559.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -631561.125000 Penalty: 2901.031738
	Iteration 56Q: 3 clusters Score -631561.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -631561.312500 Penalty: 2901.031738
	Iteration 57Q: 3 clusters Score -631561.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -631562.562500 Penalty: 2901.031738
	Iteration 58Q: 3 clusters Score -631562.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -631565.187500 Penalty: 2901.031738
	Iteration 59Q: 3 clusters Score -631565.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -631567.375000 Penalty: 2901.031738
	Iteration 60F: 3 clusters Score -631567.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -631569.687500 Penalty: 2901.031738
	Iteration 61Q: 3 clusters Score -631569.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -631571.125000 Penalty: 2901.031738
	Iteration 62Q: 3 clusters Score -631571.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -631570.687500 Penalty: 2901.031738
	Iteration 63Q: 3 clusters Score -631570.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -631572.187500 Penalty: 2901.031738
	Iteration 64Q: 3 clusters Score -631572.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -631575.125000 Penalty: 2901.031738
	Iteration 65Q: 3 clusters Score -631575.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -631576.937500 Penalty: 2901.031738
	Iteration 66Q: 3 clusters Score -631576.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -631575.750000 Penalty: 2901.031738
	Iteration 67Q: 3 clusters Score -631575.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -631575.937500 Penalty: 2901.031738
	Iteration 68Q: 3 clusters Score -631575.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -631575.937500 Penalty: 2901.031738
	Iteration 69F: 3 clusters Score -631575.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -70279.257812 Penalty: 1095.334473
	Iteration 0F: 2 clusters Score -70279.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -68949.867188 Penalty: 2190.668945
	Iteration 0F: 3 clusters Score -68949.87 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -69178.671875 Penalty: 2190.668945
	Iteration 1F: 3 clusters Score -69178.67 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -69325.632812 Penalty: 2190.668945
	Iteration 2F: 3 clusters Score -69325.63 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -69570.109375 Penalty: 2190.668945
	Iteration 3F: 3 clusters Score -69570.11 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69681.875000 Penalty: 2190.668945
	Iteration 4F: 3 clusters Score -69681.88 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -69752.984375 Penalty: 2190.668945
	Iteration 5F: 3 clusters Score -69752.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -69796.578125 Penalty: 2190.668945
	Iteration 6Q: 3 clusters Score -69796.58 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69839.101562 Penalty: 2190.668945
	Iteration 7Q: 3 clusters Score -69839.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -69871.890625 Penalty: 2190.668945
	Iteration 8Q: 3 clusters Score -69871.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -69894.296875 Penalty: 2190.668945
	Iteration 9Q: 3 clusters Score -69894.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -69901.742188 Penalty: 2190.668945
	Iteration 10Q: 3 clusters Score -69901.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -69901.742188 Penalty: 2190.668945
	Iteration 11F: 3 clusters Score -69901.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Entering Unmasked Estep 
Score: -794215.125000 Penalty: 1479.306274
	Iteration 0F: 2 clusters Score -794215.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -787700.875000 Penalty: 2958.612549
	Iteration 0F: 3 clusters Score -787700.9 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -789975.562500 Penalty: 2958.612549
	Iteration 1F: 3 clusters Score -789975.6 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -790340.500000 Penalty: 2958.612549
	Iteration 2F: 3 clusters Score -790340.5 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -790661.625000 Penalty: 2958.612549
	Iteration 3F: 3 clusters Score -790661.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -790939.437500 Penalty: 2958.612549
	Iteration 4F: 3 clusters Score -790939.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -791251.687500 Penalty: 2958.612549
	Iteration 5F: 3 clusters Score -791251.7 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -791598.750000 Penalty: 2958.612549
	Iteration 6F: 3 clusters Score -791598.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -791963.062500 Penalty: 2958.612549
	Iteration 7F: 3 clusters Score -791963.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -792281.000000 Penalty: 2958.612549
	Iteration 8Q: 3 clusters Score -792281 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -792543.062500 Penalty: 2958.612549
	Iteration 9Q: 3 clusters Score -792543.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -792789.687500 Penalty: 2958.612549
	Iteration 10Q: 3 clusters Score -792789.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -793005.812500 Penalty: 2958.612549
	Iteration 11Q: 3 clusters Score -793005.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -793180.312500 Penalty: 2958.612549
	Iteration 12Q: 3 clusters Score -793180.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -793283.562500 Penalty: 2958.612549
	Iteration 13Q: 3 clusters Score -793283.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -793338.625000 Penalty: 2958.612549
	Iteration 14Q: 3 clusters Score -793338.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -793374.187500 Penalty: 2958.612549
	Iteration 15Q: 3 clusters Score -793374.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -793400.500000 Penalty: 2958.612549
	Iteration 16Q: 3 clusters Score -793400.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -793417.750000 Penalty: 2958.612549
	Iteration 17Q: 3 clusters Score -793417.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -793433.562500 Penalty: 2958.612549
	Iteration 18Q: 3 clusters Score -793433.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -793439.812500 Penalty: 2958.612549
	Iteration 19Q: 3 clusters Score -793439.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -793442.375000 Penalty: 2958.612549
	Iteration 20F: 3 clusters Score -793442.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -793444.750000 Penalty: 2958.612549
	Iteration 21Q: 3 clusters Score -793444.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -793446.125000 Penalty: 2958.612549
	Iteration 22Q: 3 clusters Score -793446.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -793445.437500 Penalty: 2958.612549
	Iteration 23Q: 3 clusters Score -793445.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -793446.562500 Penalty: 2958.612549
	Iteration 24Q: 3 clusters Score -793446.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -793446.687500 Penalty: 2958.612549
	Iteration 25Q: 3 clusters Score -793446.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -793446.625000 Penalty: 2958.612549
	Iteration 26Q: 3 clusters Score -793446.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -793447.812500 Penalty: 2958.612549
	Iteration 27Q: 3 clusters Score -793447.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -793447.062500 Penalty: 2958.612549
	Iteration 28Q: 3 clusters Score -793447.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -793446.625000 Penalty: 2958.612549
	Iteration 29Q: 3 clusters Score -793446.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -793450.125000 Penalty: 2958.612549
	Iteration 30Q: 3 clusters Score -793450.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -793451.750000 Penalty: 2958.612549
	Iteration 31Q: 3 clusters Score -793451.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -793450.000000 Penalty: 2958.612549
	Iteration 32Q: 3 clusters Score -793450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -793452.250000 Penalty: 2958.612549
	Iteration 33Q: 3 clusters Score -793452.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -793454.062500 Penalty: 2958.612549
	Iteration 34Q: 3 clusters Score -793454.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -793456.375000 Penalty: 2958.612549
	Iteration 35Q: 3 clusters Score -793456.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -793455.937500 Penalty: 2958.612549
	Iteration 36Q: 3 clusters Score -793455.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -793456.375000 Penalty: 2958.612549
	Iteration 37Q: 3 clusters Score -793456.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -793456.125000 Penalty: 2958.612549
	Iteration 38Q: 3 clusters Score -793456.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -793456.812500 Penalty: 2958.612549
	Iteration 39Q: 3 clusters Score -793456.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -793457.625000 Penalty: 2958.612549
	Iteration 40F: 3 clusters Score -793457.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Entering Unmasked Estep 
Score: -109612.273438 Penalty: 1161.989014
	Iteration 0F: 2 clusters Score -109612.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -107995.484375 Penalty: 2323.978027
	Iteration 0F: 3 clusters Score -107995.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -108302.578125 Penalty: 2323.978027
	Iteration 1F: 3 clusters Score -108302.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -108374.156250 Penalty: 2323.978027
	Iteration 2F: 3 clusters Score -108374.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -108415.515625 Penalty: 2323.978027
	Iteration 3Q: 3 clusters Score -108415.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -108438.992188 Penalty: 2323.978027
	Iteration 4Q: 3 clusters Score -108439 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -108458.000000 Penalty: 2323.978027
	Iteration 5Q: 3 clusters Score -108458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -108469.531250 Penalty: 2323.978027
	Iteration 6Q: 3 clusters Score -108469.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -108476.507812 Penalty: 2323.978027
	Iteration 7Q: 3 clusters Score -108476.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -108481.226562 Penalty: 2323.978027
	Iteration 8Q: 3 clusters Score -108481.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -108483.421875 Penalty: 2323.978027
	Iteration 9Q: 3 clusters Score -108483.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -108484.445312 Penalty: 2323.978027
	Iteration 10Q: 3 clusters Score -108484.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -108488.132812 Penalty: 2323.978027
	Iteration 11Q: 3 clusters Score -108488.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -108489.765625 Penalty: 2323.978027
	Iteration 12Q: 3 clusters Score -108489.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -108492.992188 Penalty: 2323.978027
	Iteration 13Q: 3 clusters Score -108493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -108494.992188 Penalty: 2323.978027
	Iteration 14Q: 3 clusters Score -108495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -108497.546875 Penalty: 2323.978027
	Iteration 15Q: 3 clusters Score -108497.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -108498.648438 Penalty: 2323.978027
	Iteration 16Q: 3 clusters Score -108498.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -108498.648438 Penalty: 2323.978027
	Iteration 17F: 3 clusters Score -108498.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Entering Unmasked Estep 
Score: -170162.703125 Penalty: 1232.525635
	Iteration 0F: 2 clusters Score -170162.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -168113.562500 Penalty: 2465.051270
	Iteration 0F: 3 clusters Score -168113.6 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -168615.375000 Penalty: 2465.051270
	Iteration 1F: 3 clusters Score -168615.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -168761.625000 Penalty: 2465.051270
	Iteration 2F: 3 clusters Score -168761.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -168858.984375 Penalty: 2465.051270
	Iteration 3F: 3 clusters Score -168859 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -168937.875000 Penalty: 2465.051270
	Iteration 4Q: 3 clusters Score -168937.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -169026.140625 Penalty: 2465.051270
	Iteration 5Q: 3 clusters Score -169026.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -169093.312500 Penalty: 2465.051270
	Iteration 6Q: 3 clusters Score -169093.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -169169.031250 Penalty: 2465.051270
	Iteration 7Q: 3 clusters Score -169169 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -169233.515625 Penalty: 2465.051270
	Iteration 8Q: 3 clusters Score -169233.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -169278.937500 Penalty: 2465.051270
	Iteration 9Q: 3 clusters Score -169278.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -169318.968750 Penalty: 2465.051270
	Iteration 10Q: 3 clusters Score -169319 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -169337.375000 Penalty: 2465.051270
	Iteration 11Q: 3 clusters Score -169337.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -169344.250000 Penalty: 2465.051270
	Iteration 12Q: 3 clusters Score -169344.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -169347.093750 Penalty: 2465.051270
	Iteration 13Q: 3 clusters Score -169347.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -169348.484375 Penalty: 2465.051270
	Iteration 14Q: 3 clusters Score -169348.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -169350.218750 Penalty: 2465.051270
	Iteration 15Q: 3 clusters Score -169350.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -169352.390625 Penalty: 2465.051270
	Iteration 16Q: 3 clusters Score -169352.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -169352.437500 Penalty: 2465.051270
	Iteration 17Q: 3 clusters Score -169352.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -169352.437500 Penalty: 2465.051270
	Iteration 18F: 3 clusters Score -169352.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (90151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90151 members 
Entering Unmasked Estep 
Score: -8292739.500000 Penalty: 1854.001831
	Iteration 0F: 2 clusters Score -8292740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -8232261.500000 Penalty: 3708.003662
	Iteration 0F: 3 clusters Score -8232262 nChanged 43180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 47205 members 
Entering Unmasked Estep 
Score: -8256999.000000 Penalty: 3708.003662
	Iteration 1F: 3 clusters Score -8256999 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 48527 members 
Entering Unmasked Estep 
Score: -8257913.500000 Penalty: 3708.003662
	Iteration 2Q: 3 clusters Score -8257914 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 50648 members 
Entering Unmasked Estep 
Score: -8259146.500000 Penalty: 3708.003662
	Iteration 3Q: 3 clusters Score -8259146 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 53779 members 
Entering Unmasked Estep 
Score: -8261288.000000 Penalty: 3708.003662
	Iteration 4Q: 3 clusters Score -8261288 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 58178 members 
Entering Unmasked Estep 
Score: -8264740.500000 Penalty: 3708.003662
	Iteration 5F: 3 clusters Score -8264740 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 63971 members 
Entering Unmasked Estep 
Score: -8270552.500000 Penalty: 3708.003662
	Iteration 6F: 3 clusters Score -8270552 nChanged 7705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 70312 members 
Entering Unmasked Estep 
Score: -8277976.500000 Penalty: 3708.003662
	Iteration 7F: 3 clusters Score -8277976 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 75489 members 
Entering Unmasked Estep 
Score: -8284690.500000 Penalty: 3708.003662
	Iteration 8F: 3 clusters Score -8284690 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 78508 members 
Entering Unmasked Estep 
Score: -8289039.000000 Penalty: 3708.003662
	Iteration 9Q: 3 clusters Score -8289039 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 79942 members 
Entering Unmasked Estep 
Score: -8290989.000000 Penalty: 3708.003662
	Iteration 10Q: 3 clusters Score -8290989 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 80714 members 
Entering Unmasked Estep 
Score: -8291708.000000 Penalty: 3708.003662
	Iteration 11Q: 3 clusters Score -8291708 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 81254 members 
Entering Unmasked Estep 
Score: -8292037.000000 Penalty: 3708.003662
	Iteration 12Q: 3 clusters Score -8292037 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 81651 members 
Entering Unmasked Estep 
Score: -8292209.500000 Penalty: 3708.003662
	Iteration 13Q: 3 clusters Score -8292210 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 82005 members 
Entering Unmasked Estep 
Score: -8292298.500000 Penalty: 3708.003662
	Iteration 14Q: 3 clusters Score -8292298 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 82291 members 
Entering Unmasked Estep 
Score: -8292356.000000 Penalty: 3708.003662
	Iteration 15Q: 3 clusters Score -8292356 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 82533 members 
Entering Unmasked Estep 
Score: -8292363.500000 Penalty: 3708.003662
	Iteration 16Q: 3 clusters Score -8292364 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 82730 members 
Entering Unmasked Estep 
Score: -8292415.000000 Penalty: 3708.003662
	Iteration 17Q: 3 clusters Score -8292415 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 82917 members 
Entering Unmasked Estep 
Score: -8292395.000000 Penalty: 3708.003662
	Iteration 18Q: 3 clusters Score -8292395 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 83086 members 
Entering Unmasked Estep 
Score: -8292440.000000 Penalty: 3708.003662
	Iteration 19Q: 3 clusters Score -8292440 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 83218 members 
Entering Unmasked Estep 
Score: -8292464.500000 Penalty: 3708.003662
	Iteration 20F: 3 clusters Score -8292464 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 83339 members 
Entering Unmasked Estep 
Score: -8292485.000000 Penalty: 3708.003662
	Iteration 21Q: 3 clusters Score -8292485 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 83466 members 
Entering Unmasked Estep 
Score: -8292504.000000 Penalty: 3708.003662
	Iteration 22Q: 3 clusters Score -8292504 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 83580 members 
Entering Unmasked Estep 
Score: -8292546.000000 Penalty: 3708.003662
	Iteration 23Q: 3 clusters Score -8292546 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 83689 members 
Entering Unmasked Estep 
Score: -8292569.000000 Penalty: 3708.003662
	Iteration 24Q: 3 clusters Score -8292569 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 83787 members 
Entering Unmasked Estep 
Score: -8292585.000000 Penalty: 3708.003662
	Iteration 25Q: 3 clusters Score -8292585 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 83868 members 
Entering Unmasked Estep 
Score: -8292621.000000 Penalty: 3708.003662
	Iteration 26Q: 3 clusters Score -8292621 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 83933 members 
Entering Unmasked Estep 
Score: -8292652.000000 Penalty: 3708.003662
	Iteration 27Q: 3 clusters Score -8292652 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 84003 members 
Entering Unmasked Estep 
Score: -8292656.500000 Penalty: 3708.003662
	Iteration 28Q: 3 clusters Score -8292656 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 84061 members 
Entering Unmasked Estep 
Score: -8292679.000000 Penalty: 3708.003662
	Iteration 29Q: 3 clusters Score -8292679 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 84123 members 
Entering Unmasked Estep 
Score: -8292692.000000 Penalty: 3708.003662
	Iteration 30Q: 3 clusters Score -8292692 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 84183 members 
Entering Unmasked Estep 
Score: -8292702.000000 Penalty: 3708.003662
	Iteration 31Q: 3 clusters Score -8292702 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 84239 members 
Entering Unmasked Estep 
Score: -8292738.500000 Penalty: 3708.003662
	Iteration 32Q: 3 clusters Score -8292738 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 84291 members 
Entering Unmasked Estep 
Score: -8292758.000000 Penalty: 3708.003662
	Iteration 33Q: 3 clusters Score -8292758 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 84333 members 
Entering Unmasked Estep 
Score: -8292770.500000 Penalty: 3708.003662
	Iteration 34Q: 3 clusters Score -8292770 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 84366 members 
Entering Unmasked Estep 
Score: -8292788.500000 Penalty: 3708.003662
	Iteration 35Q: 3 clusters Score -8292788 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 84384 members 
Entering Unmasked Estep 
Score: -8292800.500000 Penalty: 3708.003662
	Iteration 36Q: 3 clusters Score -8292800 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 84407 members 
Entering Unmasked Estep 
Score: -8292796.500000 Penalty: 3708.003662
	Iteration 37Q: 3 clusters Score -8292796 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 84429 members 
Entering Unmasked Estep 
Score: -8292794.000000 Penalty: 3708.003662
	Iteration 38Q: 3 clusters Score -8292794 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 84462 members 
Entering Unmasked Estep 
Score: -8292809.500000 Penalty: 3708.003662
	Iteration 39Q: 3 clusters Score -8292810 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 84491 members 
Entering Unmasked Estep 
Score: -8292818.500000 Penalty: 3708.003662
	Iteration 40F: 3 clusters Score -8292818 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 84522 members 
Entering Unmasked Estep 
Score: -8292820.500000 Penalty: 3708.003662
	Iteration 41Q: 3 clusters Score -8292820 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 84549 members 
Entering Unmasked Estep 
Score: -8292834.500000 Penalty: 3708.003662
	Iteration 42Q: 3 clusters Score -8292834 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 84569 members 
Entering Unmasked Estep 
Score: -8292834.000000 Penalty: 3708.003662
	Iteration 43Q: 3 clusters Score -8292834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 84588 members 
Entering Unmasked Estep 
Score: -8292829.500000 Penalty: 3708.003662
	Iteration 44Q: 3 clusters Score -8292830 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 84599 members 
Entering Unmasked Estep 
Score: -8292825.000000 Penalty: 3708.003662
	Iteration 45Q: 3 clusters Score -8292825 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 84605 members 
Entering Unmasked Estep 
Score: -8292831.500000 Penalty: 3708.003662
	Iteration 46Q: 3 clusters Score -8292832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 84609 members 
Entering Unmasked Estep 
Score: -8292837.500000 Penalty: 3708.003662
	Iteration 47Q: 3 clusters Score -8292838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 84626 members 
Entering Unmasked Estep 
Score: -8292847.000000 Penalty: 3708.003662
	Iteration 48Q: 3 clusters Score -8292847 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 84642 members 
Entering Unmasked Estep 
Score: -8292850.000000 Penalty: 3708.003662
	Iteration 49Q: 3 clusters Score -8292850 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 84659 members 
Entering Unmasked Estep 
Score: -8292857.500000 Penalty: 3708.003662
	Iteration 50Q: 3 clusters Score -8292858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 84673 members 
Entering Unmasked Estep 
Score: -8292843.000000 Penalty: 3708.003662
	Iteration 51Q: 3 clusters Score -8292843 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 84685 members 
Entering Unmasked Estep 
Score: -8292850.500000 Penalty: 3708.003662
	Iteration 52Q: 3 clusters Score -8292850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 84692 members 
Entering Unmasked Estep 
Score: -8292854.500000 Penalty: 3708.003662
	Iteration 53Q: 3 clusters Score -8292854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 84701 members 
Entering Unmasked Estep 
Score: -8292857.000000 Penalty: 3708.003662
	Iteration 54Q: 3 clusters Score -8292857 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 84711 members 
Entering Unmasked Estep 
Score: -8292852.500000 Penalty: 3708.003662
	Iteration 55Q: 3 clusters Score -8292852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 84720 members 
Entering Unmasked Estep 
Score: -8292846.500000 Penalty: 3708.003662
	Iteration 56Q: 3 clusters Score -8292846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 84732 members 
Entering Unmasked Estep 
Score: -8292858.000000 Penalty: 3708.003662
	Iteration 57Q: 3 clusters Score -8292858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 84742 members 
Entering Unmasked Estep 
Score: -8292852.500000 Penalty: 3708.003662
	Iteration 58Q: 3 clusters Score -8292852 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 84764 members 
Entering Unmasked Estep 
Score: -8292845.000000 Penalty: 3708.003662
	Iteration 59Q: 3 clusters Score -8292845 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 84787 members 
Entering Unmasked Estep 
Score: -8292848.500000 Penalty: 3708.003662
	Iteration 60F: 3 clusters Score -8292848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 84803 members 
Entering Unmasked Estep 
Score: -8292854.500000 Penalty: 3708.003662
	Iteration 61Q: 3 clusters Score -8292854 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 84814 members 
Entering Unmasked Estep 
Score: -8292860.000000 Penalty: 3708.003662
	Iteration 62Q: 3 clusters Score -8292860 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 84827 members 
Entering Unmasked Estep 
Score: -8292864.000000 Penalty: 3708.003662
	Iteration 63Q: 3 clusters Score -8292864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 84841 members 
Entering Unmasked Estep 
Score: -8292861.000000 Penalty: 3708.003662
	Iteration 64Q: 3 clusters Score -8292861 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 84848 members 
Entering Unmasked Estep 
Score: -8292842.000000 Penalty: 3708.003662
	Iteration 65Q: 3 clusters Score -8292842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 84838 members 
Entering Unmasked Estep 
Score: -8292851.000000 Penalty: 3708.003662
	Iteration 66Q: 3 clusters Score -8292851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 84833 members 
Entering Unmasked Estep 
Score: -8292852.500000 Penalty: 3708.003662
	Iteration 67Q: 3 clusters Score -8292852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 84827 members 
Entering Unmasked Estep 
Score: -8292854.500000 Penalty: 3708.003662
	Iteration 68Q: 3 clusters Score -8292854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 84820 members 
Entering Unmasked Estep 
Score: -8292851.000000 Penalty: 3708.003662
	Iteration 69Q: 3 clusters Score -8292851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 84822 members 
Entering Unmasked Estep 
Score: -8292844.500000 Penalty: 3708.003662
	Iteration 70Q: 3 clusters Score -8292844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 84821 members 
Entering Unmasked Estep 
Score: -8292838.500000 Penalty: 3708.003662
	Iteration 71Q: 3 clusters Score -8292838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 84822 members 
Entering Unmasked Estep 
Score: -8292838.000000 Penalty: 3708.003662
	Iteration 72Q: 3 clusters Score -8292838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 84826 members 
Entering Unmasked Estep 
Score: -8292846.000000 Penalty: 3708.003662
	Iteration 73Q: 3 clusters Score -8292846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 84833 members 
Entering Unmasked Estep 
Score: -8292847.500000 Penalty: 3708.003662
	Iteration 74Q: 3 clusters Score -8292848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 84836 members 
Entering Unmasked Estep 
Score: -8292849.000000 Penalty: 3708.003662
	Iteration 75Q: 3 clusters Score -8292849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 84838 members 
Entering Unmasked Estep 
Score: -8292847.500000 Penalty: 3708.003662
	Iteration 76Q: 3 clusters Score -8292848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 84835 members 
Entering Unmasked Estep 
Score: -8292848.500000 Penalty: 3708.003662
	Iteration 77Q: 3 clusters Score -8292848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 84839 members 
Entering Unmasked Estep 
Score: -8292855.000000 Penalty: 3708.003662
	Iteration 78Q: 3 clusters Score -8292855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 84843 members 
Entering Unmasked Estep 
Score: -8292859.000000 Penalty: 3708.003662
	Iteration 79Q: 3 clusters Score -8292859 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 84852 members 
Entering Unmasked Estep 
Score: -8292877.000000 Penalty: 3708.003662
	Iteration 80F: 3 clusters Score -8292877 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 84857 members 
Entering Unmasked Estep 
Score: -8292875.000000 Penalty: 3708.003662
	Iteration 81Q: 3 clusters Score -8292875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 84856 members 
Entering Unmasked Estep 
Score: -8292867.500000 Penalty: 3708.003662
	Iteration 82Q: 3 clusters Score -8292868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 84854 members 
Entering Unmasked Estep 
Score: -8292877.000000 Penalty: 3708.003662
	Iteration 83Q: 3 clusters Score -8292877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 84850 members 
Entering Unmasked Estep 
Score: -8292878.000000 Penalty: 3708.003662
	Iteration 84Q: 3 clusters Score -8292878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 84850 members 
Entering Unmasked Estep 
Score: -8292878.500000 Penalty: 3708.003662
	Iteration 85Q: 3 clusters Score -8292878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 84848 members 
Entering Unmasked Estep 
Score: -8292879.000000 Penalty: 3708.003662
	Iteration 86Q: 3 clusters Score -8292879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 84842 members 
Entering Unmasked Estep 
Score: -8292881.500000 Penalty: 3708.003662
	Iteration 87Q: 3 clusters Score -8292882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 84836 members 
Entering Unmasked Estep 
Score: -8292874.000000 Penalty: 3708.003662
	Iteration 88Q: 3 clusters Score -8292874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 84826 members 
Entering Unmasked Estep 
Score: -8292883.500000 Penalty: 3708.003662
	Iteration 89Q: 3 clusters Score -8292884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 84818 members 
Entering Unmasked Estep 
Score: -8292878.000000 Penalty: 3708.003662
	Iteration 90Q: 3 clusters Score -8292878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 84813 members 
Entering Unmasked Estep 
Score: -8292870.000000 Penalty: 3708.003662
	Iteration 91Q: 3 clusters Score -8292870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 84815 members 
Entering Unmasked Estep 
Score: -8292873.000000 Penalty: 3708.003662
	Iteration 92Q: 3 clusters Score -8292873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 84816 members 
Entering Unmasked Estep 
Score: -8292871.500000 Penalty: 3708.003662
	Iteration 93Q: 3 clusters Score -8292872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 84816 members 
Entering Unmasked Estep 
Score: -8292873.500000 Penalty: 3708.003662
	Iteration 94Q: 3 clusters Score -8292874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 84817 members 
Entering Unmasked Estep 
Score: -8292874.000000 Penalty: 3708.003662
	Iteration 95Q: 3 clusters Score -8292874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 84818 members 
Entering Unmasked Estep 
Score: -8292869.500000 Penalty: 3708.003662
	Iteration 96Q: 3 clusters Score -8292870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 84819 members 
Entering Unmasked Estep 
Score: -8292875.500000 Penalty: 3708.003662
	Iteration 97Q: 3 clusters Score -8292876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 84819 members 
Entering Unmasked Estep 
Score: -8292875.500000 Penalty: 3708.003662
	Iteration 98F: 3 clusters Score -8292876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27481 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115362 members 
Mstep: Class 7 contains 124270 members 
Mstep: Class 8 contains 27243 members 
Mstep: Class 9 contains 63603 members 
Mstep: Class 10 contains 15306 members 
Mstep: Class 11 contains 3524 members 
Mstep: Class 12 contains 59726 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39992 members 
Mstep: Class 17 contains 6289 members 
Mstep: Class 18 contains 59421 members 
Mstep: Class 19 contains 7219 members 
Mstep: Class 20 contains 13050 members 
Mstep: Class 21 contains 13868 members 
Mstep: Class 22 contains 7645 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10491 members 
Mstep: Class 26 contains 19004 members 
Mstep: Class 27 contains 73240 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4342 members 
Mstep: Class 33 contains 8161 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7527 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8986 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 5332 members 
Mstep: Class 41 contains 6824 members 
Mstep: Class 42 contains 2446 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3830 members 
Mstep: Class 46 contains 2133 members 
Mstep: Class 47 contains 41258 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Mstep: Class 50 contains 84819 members 
Entering Unmasked Estep 
Score: -84471544.000000 Penalty: 111905.187500
Splitting cluster 40 changes total score from -84471416.000000 to -84471544.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 41 (6824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Entering Unmasked Estep 
Score: -611230.750000 Penalty: 1434.582764
	Iteration 0F: 2 clusters Score -611230.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -606124.250000 Penalty: 2869.165527
	Iteration 0F: 3 clusters Score -606124.2 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -607738.312500 Penalty: 2869.165527
	Iteration 1F: 3 clusters Score -607738.3 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -607970.250000 Penalty: 2869.165527
	Iteration 2F: 3 clusters Score -607970.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -608130.750000 Penalty: 2869.165527
	Iteration 3Q: 3 clusters Score -608130.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -608271.812500 Penalty: 2869.165527
	Iteration 4Q: 3 clusters Score -608271.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -608402.375000 Penalty: 2869.165527
	Iteration 5Q: 3 clusters Score -608402.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -608502.625000 Penalty: 2869.165527
	Iteration 6Q: 3 clusters Score -608502.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -608591.500000 Penalty: 2869.165527
	Iteration 7Q: 3 clusters Score -608591.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -608667.750000 Penalty: 2869.165527
	Iteration 8Q: 3 clusters Score -608667.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -608753.250000 Penalty: 2869.165527
	Iteration 9Q: 3 clusters Score -608753.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -608867.750000 Penalty: 2869.165527
	Iteration 10Q: 3 clusters Score -608867.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -608996.500000 Penalty: 2869.165527
	Iteration 11Q: 3 clusters Score -608996.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -609150.562500 Penalty: 2869.165527
	Iteration 12Q: 3 clusters Score -609150.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -609313.375000 Penalty: 2869.165527
	Iteration 13Q: 3 clusters Score -609313.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -609439.937500 Penalty: 2869.165527
	Iteration 14Q: 3 clusters Score -609439.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -609529.250000 Penalty: 2869.165527
	Iteration 15Q: 3 clusters Score -609529.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -609594.062500 Penalty: 2869.165527
	Iteration 16Q: 3 clusters Score -609594.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -609637.500000 Penalty: 2869.165527
	Iteration 17Q: 3 clusters Score -609637.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -609681.812500 Penalty: 2869.165527
	Iteration 18Q: 3 clusters Score -609681.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -609723.812500 Penalty: 2869.165527
	Iteration 19Q: 3 clusters Score -609723.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -609755.312500 Penalty: 2869.165527
	Iteration 20F: 3 clusters Score -609755.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -609785.125000 Penalty: 2869.165527
	Iteration 21Q: 3 clusters Score -609785.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -609816.000000 Penalty: 2869.165527
	Iteration 22Q: 3 clusters Score -609816 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -609836.187500 Penalty: 2869.165527
	Iteration 23Q: 3 clusters Score -609836.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -609854.312500 Penalty: 2869.165527
	Iteration 24Q: 3 clusters Score -609854.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -609872.375000 Penalty: 2869.165527
	Iteration 25Q: 3 clusters Score -609872.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -609888.000000 Penalty: 2869.165527
	Iteration 26Q: 3 clusters Score -609888 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -609905.625000 Penalty: 2869.165527
	Iteration 27Q: 3 clusters Score -609905.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -609927.000000 Penalty: 2869.165527
	Iteration 28Q: 3 clusters Score -609927 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -609945.187500 Penalty: 2869.165527
	Iteration 29Q: 3 clusters Score -609945.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -609954.625000 Penalty: 2869.165527
	Iteration 30Q: 3 clusters Score -609954.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -609966.687500 Penalty: 2869.165527
	Iteration 31Q: 3 clusters Score -609966.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -609978.312500 Penalty: 2869.165527
	Iteration 32Q: 3 clusters Score -609978.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -609991.625000 Penalty: 2869.165527
	Iteration 33Q: 3 clusters Score -609991.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -610006.062500 Penalty: 2869.165527
	Iteration 34Q: 3 clusters Score -610006.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -610021.500000 Penalty: 2869.165527
	Iteration 35Q: 3 clusters Score -610021.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -610036.625000 Penalty: 2869.165527
	Iteration 36Q: 3 clusters Score -610036.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -610054.687500 Penalty: 2869.165527
	Iteration 37Q: 3 clusters Score -610054.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -610065.250000 Penalty: 2869.165527
	Iteration 38Q: 3 clusters Score -610065.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -610075.687500 Penalty: 2869.165527
	Iteration 39Q: 3 clusters Score -610075.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -610083.312500 Penalty: 2869.165527
	Iteration 40F: 3 clusters Score -610083.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -610095.687500 Penalty: 2869.165527
	Iteration 41Q: 3 clusters Score -610095.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -610109.625000 Penalty: 2869.165527
	Iteration 42Q: 3 clusters Score -610109.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -610128.562500 Penalty: 2869.165527
	Iteration 43Q: 3 clusters Score -610128.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -610149.687500 Penalty: 2869.165527
	Iteration 44Q: 3 clusters Score -610149.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -610165.937500 Penalty: 2869.165527
	Iteration 45Q: 3 clusters Score -610165.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -610183.562500 Penalty: 2869.165527
	Iteration 46Q: 3 clusters Score -610183.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -610195.812500 Penalty: 2869.165527
	Iteration 47Q: 3 clusters Score -610195.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -610212.687500 Penalty: 2869.165527
	Iteration 48Q: 3 clusters Score -610212.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -610230.000000 Penalty: 2869.165527
	Iteration 49Q: 3 clusters Score -610230 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -610246.312500 Penalty: 2869.165527
	Iteration 50Q: 3 clusters Score -610246.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -610261.812500 Penalty: 2869.165527
	Iteration 51Q: 3 clusters Score -610261.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -610278.437500 Penalty: 2869.165527
	Iteration 52Q: 3 clusters Score -610278.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -610294.687500 Penalty: 2869.165527
	Iteration 53Q: 3 clusters Score -610294.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -610308.250000 Penalty: 2869.165527
	Iteration 54Q: 3 clusters Score -610308.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -610322.937500 Penalty: 2869.165527
	Iteration 55Q: 3 clusters Score -610322.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -610344.062500 Penalty: 2869.165527
	Iteration 56Q: 3 clusters Score -610344.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -610366.125000 Penalty: 2869.165527
	Iteration 57Q: 3 clusters Score -610366.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -610392.937500 Penalty: 2869.165527
	Iteration 58Q: 3 clusters Score -610392.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -610427.750000 Penalty: 2869.165527
	Iteration 59Q: 3 clusters Score -610427.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -610460.125000 Penalty: 2869.165527
	Iteration 60F: 3 clusters Score -610460.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -610486.875000 Penalty: 2869.165527
	Iteration 61Q: 3 clusters Score -610486.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -610520.750000 Penalty: 2869.165527
	Iteration 62Q: 3 clusters Score -610520.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -610557.500000 Penalty: 2869.165527
	Iteration 63Q: 3 clusters Score -610557.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -610594.000000 Penalty: 2869.165527
	Iteration 64Q: 3 clusters Score -610594 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -610628.125000 Penalty: 2869.165527
	Iteration 65Q: 3 clusters Score -610628.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -610671.687500 Penalty: 2869.165527
	Iteration 66Q: 3 clusters Score -610671.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -610713.750000 Penalty: 2869.165527
	Iteration 67Q: 3 clusters Score -610713.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -610754.812500 Penalty: 2869.165527
	Iteration 68Q: 3 clusters Score -610754.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -610807.312500 Penalty: 2869.165527
	Iteration 69Q: 3 clusters Score -610807.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -610883.625000 Penalty: 2869.165527
	Iteration 70Q: 3 clusters Score -610883.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -610958.750000 Penalty: 2869.165527
	Iteration 71Q: 3 clusters Score -610958.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -611002.687500 Penalty: 2869.165527
	Iteration 72Q: 3 clusters Score -611002.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -611040.062500 Penalty: 2869.165527
	Iteration 73Q: 3 clusters Score -611040.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -611071.687500 Penalty: 2869.165527
	Iteration 74Q: 3 clusters Score -611071.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -611084.062500 Penalty: 2869.165527
	Iteration 75Q: 3 clusters Score -611084.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -611102.250000 Penalty: 2869.165527
	Iteration 76Q: 3 clusters Score -611102.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -611119.750000 Penalty: 2869.165527
	Iteration 77Q: 3 clusters Score -611119.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -611129.687500 Penalty: 2869.165527
	Iteration 78Q: 3 clusters Score -611129.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -611136.125000 Penalty: 2869.165527
	Iteration 79Q: 3 clusters Score -611136.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -611140.062500 Penalty: 2869.165527
	Iteration 80F: 3 clusters Score -611140.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -611147.750000 Penalty: 2869.165527
	Iteration 81Q: 3 clusters Score -611147.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -611152.437500 Penalty: 2869.165527
	Iteration 82Q: 3 clusters Score -611152.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -611157.750000 Penalty: 2869.165527
	Iteration 83Q: 3 clusters Score -611157.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -611161.062500 Penalty: 2869.165527
	Iteration 84Q: 3 clusters Score -611161.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -611162.312500 Penalty: 2869.165527
	Iteration 85Q: 3 clusters Score -611162.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -611164.437500 Penalty: 2869.165527
	Iteration 86Q: 3 clusters Score -611164.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -611165.625000 Penalty: 2869.165527
	Iteration 87Q: 3 clusters Score -611165.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -611168.375000 Penalty: 2869.165527
	Iteration 88Q: 3 clusters Score -611168.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -611167.875000 Penalty: 2869.165527
	Iteration 89Q: 3 clusters Score -611167.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -611169.625000 Penalty: 2869.165527
	Iteration 90Q: 3 clusters Score -611169.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -611170.250000 Penalty: 2869.165527
	Iteration 91Q: 3 clusters Score -611170.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -611170.187500 Penalty: 2869.165527
	Iteration 92Q: 3 clusters Score -611170.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -611170.625000 Penalty: 2869.165527
	Iteration 93Q: 3 clusters Score -611170.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -611172.937500 Penalty: 2869.165527
	Iteration 94Q: 3 clusters Score -611172.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -611174.687500 Penalty: 2869.165527
	Iteration 95Q: 3 clusters Score -611174.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -611174.562500 Penalty: 2869.165527
	Iteration 96Q: 3 clusters Score -611174.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -611176.625000 Penalty: 2869.165527
	Iteration 97Q: 3 clusters Score -611176.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -611178.625000 Penalty: 2869.165527
	Iteration 98Q: 3 clusters Score -611178.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -611181.562500 Penalty: 2869.165527
	Iteration 99Q: 3 clusters Score -611181.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -611180.875000 Penalty: 2869.165527
	Iteration 100F: 3 clusters Score -611180.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -611182.687500 Penalty: 2869.165527
	Iteration 101Q: 3 clusters Score -611182.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -611183.000000 Penalty: 2869.165527
	Iteration 102Q: 3 clusters Score -611183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -611183.562500 Penalty: 2869.165527
	Iteration 103Q: 3 clusters Score -611183.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -611184.562500 Penalty: 2869.165527
	Iteration 104Q: 3 clusters Score -611184.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -611184.562500 Penalty: 2869.165527
	Iteration 105F: 3 clusters Score -611184.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Entering Unmasked Estep 
Score: -188278.171875 Penalty: 1267.859009
	Iteration 0F: 2 clusters Score -188278.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -185922.000000 Penalty: 2535.718018
	Iteration 0F: 3 clusters Score -185922 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -186498.812500 Penalty: 2535.718018
	Iteration 1F: 3 clusters Score -186498.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -186641.031250 Penalty: 2535.718018
	Iteration 2F: 3 clusters Score -186641 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -186736.312500 Penalty: 2535.718018
	Iteration 3F: 3 clusters Score -186736.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -186819.375000 Penalty: 2535.718018
	Iteration 4Q: 3 clusters Score -186819.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -186910.953125 Penalty: 2535.718018
	Iteration 5Q: 3 clusters Score -186911 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -186977.437500 Penalty: 2535.718018
	Iteration 6Q: 3 clusters Score -186977.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -187015.718750 Penalty: 2535.718018
	Iteration 7Q: 3 clusters Score -187015.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -187049.078125 Penalty: 2535.718018
	Iteration 8Q: 3 clusters Score -187049.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -187083.890625 Penalty: 2535.718018
	Iteration 9Q: 3 clusters Score -187083.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -187123.468750 Penalty: 2535.718018
	Iteration 10Q: 3 clusters Score -187123.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -187163.312500 Penalty: 2535.718018
	Iteration 11Q: 3 clusters Score -187163.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -187195.234375 Penalty: 2535.718018
	Iteration 12Q: 3 clusters Score -187195.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -187224.578125 Penalty: 2535.718018
	Iteration 13Q: 3 clusters Score -187224.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -187240.359375 Penalty: 2535.718018
	Iteration 14Q: 3 clusters Score -187240.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -187250.937500 Penalty: 2535.718018
	Iteration 15Q: 3 clusters Score -187250.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -187260.093750 Penalty: 2535.718018
	Iteration 16Q: 3 clusters Score -187260.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -187265.546875 Penalty: 2535.718018
	Iteration 17Q: 3 clusters Score -187265.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -187272.718750 Penalty: 2535.718018
	Iteration 18Q: 3 clusters Score -187272.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -187282.828125 Penalty: 2535.718018
	Iteration 19Q: 3 clusters Score -187282.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -187291.812500 Penalty: 2535.718018
	Iteration 20F: 3 clusters Score -187291.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -187298.578125 Penalty: 2535.718018
	Iteration 21Q: 3 clusters Score -187298.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -187304.828125 Penalty: 2535.718018
	Iteration 22Q: 3 clusters Score -187304.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -187308.906250 Penalty: 2535.718018
	Iteration 23Q: 3 clusters Score -187308.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -187313.500000 Penalty: 2535.718018
	Iteration 24Q: 3 clusters Score -187313.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -187318.500000 Penalty: 2535.718018
	Iteration 25Q: 3 clusters Score -187318.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -187322.484375 Penalty: 2535.718018
	Iteration 26Q: 3 clusters Score -187322.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -187327.328125 Penalty: 2535.718018
	Iteration 27Q: 3 clusters Score -187327.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -187331.843750 Penalty: 2535.718018
	Iteration 28Q: 3 clusters Score -187331.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -187338.062500 Penalty: 2535.718018
	Iteration 29Q: 3 clusters Score -187338.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -187339.906250 Penalty: 2535.718018
	Iteration 30Q: 3 clusters Score -187339.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -187342.218750 Penalty: 2535.718018
	Iteration 31Q: 3 clusters Score -187342.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -187342.187500 Penalty: 2535.718018
	Iteration 32Q: 3 clusters Score -187342.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -187342.187500 Penalty: 2535.718018
	Iteration 33F: 3 clusters Score -187342.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Entering Unmasked Estep 
Score: -107348.132812 Penalty: 1161.606201
	Iteration 0F: 2 clusters Score -107348.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -105737.359375 Penalty: 2323.212402
	Iteration 0F: 3 clusters Score -105737.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -106121.476562 Penalty: 2323.212402
	Iteration 1F: 3 clusters Score -106121.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -106328.406250 Penalty: 2323.212402
	Iteration 2F: 3 clusters Score -106328.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -106455.023438 Penalty: 2323.212402
	Iteration 3F: 3 clusters Score -106455 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -106525.875000 Penalty: 2323.212402
	Iteration 4Q: 3 clusters Score -106525.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -106571.570312 Penalty: 2323.212402
	Iteration 5Q: 3 clusters Score -106571.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -106597.640625 Penalty: 2323.212402
	Iteration 6Q: 3 clusters Score -106597.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -106615.804688 Penalty: 2323.212402
	Iteration 7Q: 3 clusters Score -106615.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -106628.703125 Penalty: 2323.212402
	Iteration 8Q: 3 clusters Score -106628.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -106635.570312 Penalty: 2323.212402
	Iteration 9Q: 3 clusters Score -106635.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -106641.406250 Penalty: 2323.212402
	Iteration 10Q: 3 clusters Score -106641.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -106646.382812 Penalty: 2323.212402
	Iteration 11Q: 3 clusters Score -106646.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -106649.695312 Penalty: 2323.212402
	Iteration 12Q: 3 clusters Score -106649.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -106652.062500 Penalty: 2323.212402
	Iteration 13Q: 3 clusters Score -106652.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -106653.898438 Penalty: 2323.212402
	Iteration 14Q: 3 clusters Score -106653.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -106656.781250 Penalty: 2323.212402
	Iteration 15Q: 3 clusters Score -106656.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -106659.218750 Penalty: 2323.212402
	Iteration 16Q: 3 clusters Score -106659.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -106665.578125 Penalty: 2323.212402
	Iteration 17Q: 3 clusters Score -106665.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -106668.031250 Penalty: 2323.212402
	Iteration 18Q: 3 clusters Score -106668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -106670.601562 Penalty: 2323.212402
	Iteration 19Q: 3 clusters Score -106670.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -106675.960938 Penalty: 2323.212402
	Iteration 20F: 3 clusters Score -106676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -106679.171875 Penalty: 2323.212402
	Iteration 21Q: 3 clusters Score -106679.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -106680.265625 Penalty: 2323.212402
	Iteration 22Q: 3 clusters Score -106680.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -106680.851562 Penalty: 2323.212402
	Iteration 23Q: 3 clusters Score -106680.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -106680.851562 Penalty: 2323.212402
	Iteration 24F: 3 clusters Score -106680.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Entering Unmasked Estep 
Score: -253041.625000 Penalty: 1294.570312
	Iteration 0F: 2 clusters Score -253041.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -250378.734375 Penalty: 2589.140625
	Iteration 0F: 3 clusters Score -250378.7 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -251031.953125 Penalty: 2589.140625
	Iteration 1F: 3 clusters Score -251032 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -251166.937500 Penalty: 2589.140625
	Iteration 2F: 3 clusters Score -251166.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -251259.265625 Penalty: 2589.140625
	Iteration 3Q: 3 clusters Score -251259.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -251354.015625 Penalty: 2589.140625
	Iteration 4Q: 3 clusters Score -251354 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -251427.140625 Penalty: 2589.140625
	Iteration 5Q: 3 clusters Score -251427.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -251486.359375 Penalty: 2589.140625
	Iteration 6Q: 3 clusters Score -251486.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -251530.578125 Penalty: 2589.140625
	Iteration 7Q: 3 clusters Score -251530.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -251558.812500 Penalty: 2589.140625
	Iteration 8Q: 3 clusters Score -251558.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -251584.812500 Penalty: 2589.140625
	Iteration 9Q: 3 clusters Score -251584.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -251605.328125 Penalty: 2589.140625
	Iteration 10Q: 3 clusters Score -251605.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -251618.281250 Penalty: 2589.140625
	Iteration 11Q: 3 clusters Score -251618.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -251628.812500 Penalty: 2589.140625
	Iteration 12Q: 3 clusters Score -251628.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -251637.015625 Penalty: 2589.140625
	Iteration 13Q: 3 clusters Score -251637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -251643.906250 Penalty: 2589.140625
	Iteration 14Q: 3 clusters Score -251643.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -251654.265625 Penalty: 2589.140625
	Iteration 15Q: 3 clusters Score -251654.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -251662.046875 Penalty: 2589.140625
	Iteration 16Q: 3 clusters Score -251662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -251669.031250 Penalty: 2589.140625
	Iteration 17Q: 3 clusters Score -251669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -251674.125000 Penalty: 2589.140625
	Iteration 18Q: 3 clusters Score -251674.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -251679.500000 Penalty: 2589.140625
	Iteration 19Q: 3 clusters Score -251679.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -251683.796875 Penalty: 2589.140625
	Iteration 20F: 3 clusters Score -251683.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -251687.296875 Penalty: 2589.140625
	Iteration 21Q: 3 clusters Score -251687.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -251693.578125 Penalty: 2589.140625
	Iteration 22Q: 3 clusters Score -251693.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -251697.015625 Penalty: 2589.140625
	Iteration 23Q: 3 clusters Score -251697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -251701.562500 Penalty: 2589.140625
	Iteration 24Q: 3 clusters Score -251701.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -251706.265625 Penalty: 2589.140625
	Iteration 25Q: 3 clusters Score -251706.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -251711.468750 Penalty: 2589.140625
	Iteration 26Q: 3 clusters Score -251711.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -251721.250000 Penalty: 2589.140625
	Iteration 27Q: 3 clusters Score -251721.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -251735.406250 Penalty: 2589.140625
	Iteration 28Q: 3 clusters Score -251735.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -251754.765625 Penalty: 2589.140625
	Iteration 29Q: 3 clusters Score -251754.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -251771.843750 Penalty: 2589.140625
	Iteration 30Q: 3 clusters Score -251771.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -251782.937500 Penalty: 2589.140625
	Iteration 31Q: 3 clusters Score -251782.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -251791.968750 Penalty: 2589.140625
	Iteration 32Q: 3 clusters Score -251792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -251800.234375 Penalty: 2589.140625
	Iteration 33Q: 3 clusters Score -251800.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -251809.812500 Penalty: 2589.140625
	Iteration 34Q: 3 clusters Score -251809.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -251817.625000 Penalty: 2589.140625
	Iteration 35Q: 3 clusters Score -251817.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -251829.250000 Penalty: 2589.140625
	Iteration 36Q: 3 clusters Score -251829.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -251840.843750 Penalty: 2589.140625
	Iteration 37Q: 3 clusters Score -251840.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -251848.078125 Penalty: 2589.140625
	Iteration 38Q: 3 clusters Score -251848.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -251852.031250 Penalty: 2589.140625
	Iteration 39Q: 3 clusters Score -251852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -251854.875000 Penalty: 2589.140625
	Iteration 40F: 3 clusters Score -251854.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -251858.312500 Penalty: 2589.140625
	Iteration 41Q: 3 clusters Score -251858.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -251866.343750 Penalty: 2589.140625
	Iteration 42Q: 3 clusters Score -251866.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -251873.140625 Penalty: 2589.140625
	Iteration 43Q: 3 clusters Score -251873.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -251876.937500 Penalty: 2589.140625
	Iteration 44Q: 3 clusters Score -251876.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -251879.640625 Penalty: 2589.140625
	Iteration 45Q: 3 clusters Score -251879.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -251882.125000 Penalty: 2589.140625
	Iteration 46Q: 3 clusters Score -251882.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -251886.671875 Penalty: 2589.140625
	Iteration 47Q: 3 clusters Score -251886.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -251889.953125 Penalty: 2589.140625
	Iteration 48Q: 3 clusters Score -251890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -251892.390625 Penalty: 2589.140625
	Iteration 49Q: 3 clusters Score -251892.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -251895.734375 Penalty: 2589.140625
	Iteration 50Q: 3 clusters Score -251895.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -251898.406250 Penalty: 2589.140625
	Iteration 51Q: 3 clusters Score -251898.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -251900.578125 Penalty: 2589.140625
	Iteration 52Q: 3 clusters Score -251900.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -251902.531250 Penalty: 2589.140625
	Iteration 53Q: 3 clusters Score -251902.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -251904.687500 Penalty: 2589.140625
	Iteration 54Q: 3 clusters Score -251904.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -251905.750000 Penalty: 2589.140625
	Iteration 55Q: 3 clusters Score -251905.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -251906.265625 Penalty: 2589.140625
	Iteration 56Q: 3 clusters Score -251906.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -251906.687500 Penalty: 2589.140625
	Iteration 57Q: 3 clusters Score -251906.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -251907.796875 Penalty: 2589.140625
	Iteration 58Q: 3 clusters Score -251907.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -251908.734375 Penalty: 2589.140625
	Iteration 59Q: 3 clusters Score -251908.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -251909.828125 Penalty: 2589.140625
	Iteration 60F: 3 clusters Score -251909.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -251910.921875 Penalty: 2589.140625
	Iteration 61Q: 3 clusters Score -251910.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -251911.046875 Penalty: 2589.140625
	Iteration 62Q: 3 clusters Score -251911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -251911.812500 Penalty: 2589.140625
	Iteration 63Q: 3 clusters Score -251911.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -251912.734375 Penalty: 2589.140625
	Iteration 64Q: 3 clusters Score -251912.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -251913.171875 Penalty: 2589.140625
	Iteration 65Q: 3 clusters Score -251913.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -251914.171875 Penalty: 2589.140625
	Iteration 66Q: 3 clusters Score -251914.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -251914.171875 Penalty: 2589.140625
	Iteration 67F: 3 clusters Score -251914.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -346926.687500 Penalty: 1340.725708
	Iteration 0F: 2 clusters Score -346926.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -343660.281250 Penalty: 2681.451416
	Iteration 0F: 3 clusters Score -343660.3 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -344532.062500 Penalty: 2681.451416
	Iteration 1F: 3 clusters Score -344532.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -344757.843750 Penalty: 2681.451416
	Iteration 2F: 3 clusters Score -344757.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -344913.875000 Penalty: 2681.451416
	Iteration 3F: 3 clusters Score -344913.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -345057.062500 Penalty: 2681.451416
	Iteration 4F: 3 clusters Score -345057.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -345174.312500 Penalty: 2681.451416
	Iteration 5Q: 3 clusters Score -345174.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -345273.625000 Penalty: 2681.451416
	Iteration 6Q: 3 clusters Score -345273.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -345359.375000 Penalty: 2681.451416
	Iteration 7Q: 3 clusters Score -345359.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -345441.062500 Penalty: 2681.451416
	Iteration 8Q: 3 clusters Score -345441.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -345514.562500 Penalty: 2681.451416
	Iteration 9Q: 3 clusters Score -345514.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -345584.718750 Penalty: 2681.451416
	Iteration 10Q: 3 clusters Score -345584.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -345648.937500 Penalty: 2681.451416
	Iteration 11Q: 3 clusters Score -345648.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -345707.750000 Penalty: 2681.451416
	Iteration 12Q: 3 clusters Score -345707.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -345773.250000 Penalty: 2681.451416
	Iteration 13Q: 3 clusters Score -345773.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -345828.156250 Penalty: 2681.451416
	Iteration 14Q: 3 clusters Score -345828.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -345872.562500 Penalty: 2681.451416
	Iteration 15Q: 3 clusters Score -345872.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -345899.968750 Penalty: 2681.451416
	Iteration 16Q: 3 clusters Score -345900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -345924.750000 Penalty: 2681.451416
	Iteration 17Q: 3 clusters Score -345924.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -345944.468750 Penalty: 2681.451416
	Iteration 18Q: 3 clusters Score -345944.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -345958.312500 Penalty: 2681.451416
	Iteration 19Q: 3 clusters Score -345958.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -345972.781250 Penalty: 2681.451416
	Iteration 20F: 3 clusters Score -345972.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -345981.812500 Penalty: 2681.451416
	Iteration 21Q: 3 clusters Score -345981.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -345993.343750 Penalty: 2681.451416
	Iteration 22Q: 3 clusters Score -345993.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -345998.843750 Penalty: 2681.451416
	Iteration 23Q: 3 clusters Score -345998.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -346005.281250 Penalty: 2681.451416
	Iteration 24Q: 3 clusters Score -346005.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -346017.218750 Penalty: 2681.451416
	Iteration 25Q: 3 clusters Score -346017.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -346026.250000 Penalty: 2681.451416
	Iteration 26Q: 3 clusters Score -346026.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -346035.906250 Penalty: 2681.451416
	Iteration 27Q: 3 clusters Score -346035.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -346043.125000 Penalty: 2681.451416
	Iteration 28Q: 3 clusters Score -346043.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -346055.312500 Penalty: 2681.451416
	Iteration 29Q: 3 clusters Score -346055.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -346071.312500 Penalty: 2681.451416
	Iteration 30Q: 3 clusters Score -346071.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -346086.312500 Penalty: 2681.451416
	Iteration 31Q: 3 clusters Score -346086.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -346104.562500 Penalty: 2681.451416
	Iteration 32Q: 3 clusters Score -346104.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -346118.562500 Penalty: 2681.451416
	Iteration 33Q: 3 clusters Score -346118.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -346126.468750 Penalty: 2681.451416
	Iteration 34Q: 3 clusters Score -346126.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -346129.500000 Penalty: 2681.451416
	Iteration 35Q: 3 clusters Score -346129.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -346133.281250 Penalty: 2681.451416
	Iteration 36Q: 3 clusters Score -346133.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -346136.625000 Penalty: 2681.451416
	Iteration 37Q: 3 clusters Score -346136.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -346138.218750 Penalty: 2681.451416
	Iteration 38Q: 3 clusters Score -346138.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -346141.875000 Penalty: 2681.451416
	Iteration 39Q: 3 clusters Score -346141.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -346146.343750 Penalty: 2681.451416
	Iteration 40F: 3 clusters Score -346146.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -346150.531250 Penalty: 2681.451416
	Iteration 41Q: 3 clusters Score -346150.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -346154.406250 Penalty: 2681.451416
	Iteration 42Q: 3 clusters Score -346154.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -346156.843750 Penalty: 2681.451416
	Iteration 43Q: 3 clusters Score -346156.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -346157.343750 Penalty: 2681.451416
	Iteration 44Q: 3 clusters Score -346157.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -346158.406250 Penalty: 2681.451416
	Iteration 45Q: 3 clusters Score -346158.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -346158.593750 Penalty: 2681.451416
	Iteration 46Q: 3 clusters Score -346158.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -346159.593750 Penalty: 2681.451416
	Iteration 47Q: 3 clusters Score -346159.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -346159.593750 Penalty: 2681.451416
	Iteration 48F: 3 clusters Score -346159.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Entering Unmasked Estep 
Score: -188745.531250 Penalty: 1245.608765
	Iteration 0F: 2 clusters Score -188745.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -186571.375000 Penalty: 2491.217529
	Iteration 0F: 3 clusters Score -186571.4 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -187060.531250 Penalty: 2491.217529
	Iteration 1F: 3 clusters Score -187060.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -187229.375000 Penalty: 2491.217529
	Iteration 2F: 3 clusters Score -187229.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -187354.062500 Penalty: 2491.217529
	Iteration 3F: 3 clusters Score -187354.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -187473.437500 Penalty: 2491.217529
	Iteration 4F: 3 clusters Score -187473.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -187552.328125 Penalty: 2491.217529
	Iteration 5Q: 3 clusters Score -187552.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -187614.562500 Penalty: 2491.217529
	Iteration 6Q: 3 clusters Score -187614.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -187679.828125 Penalty: 2491.217529
	Iteration 7Q: 3 clusters Score -187679.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -187741.078125 Penalty: 2491.217529
	Iteration 8Q: 3 clusters Score -187741.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -187775.562500 Penalty: 2491.217529
	Iteration 9Q: 3 clusters Score -187775.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -187797.062500 Penalty: 2491.217529
	Iteration 10Q: 3 clusters Score -187797.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -187808.031250 Penalty: 2491.217529
	Iteration 11Q: 3 clusters Score -187808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -187814.984375 Penalty: 2491.217529
	Iteration 12Q: 3 clusters Score -187815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -187820.359375 Penalty: 2491.217529
	Iteration 13Q: 3 clusters Score -187820.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -187825.187500 Penalty: 2491.217529
	Iteration 14Q: 3 clusters Score -187825.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -187834.453125 Penalty: 2491.217529
	Iteration 15Q: 3 clusters Score -187834.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -187846.609375 Penalty: 2491.217529
	Iteration 16Q: 3 clusters Score -187846.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -187858.750000 Penalty: 2491.217529
	Iteration 17Q: 3 clusters Score -187858.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -187872.218750 Penalty: 2491.217529
	Iteration 18Q: 3 clusters Score -187872.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -187880.734375 Penalty: 2491.217529
	Iteration 19Q: 3 clusters Score -187880.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -187890.109375 Penalty: 2491.217529
	Iteration 20F: 3 clusters Score -187890.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -187899.171875 Penalty: 2491.217529
	Iteration 21Q: 3 clusters Score -187899.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -187913.562500 Penalty: 2491.217529
	Iteration 22Q: 3 clusters Score -187913.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -187923.921875 Penalty: 2491.217529
	Iteration 23Q: 3 clusters Score -187923.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -187932.125000 Penalty: 2491.217529
	Iteration 24Q: 3 clusters Score -187932.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -187941.281250 Penalty: 2491.217529
	Iteration 25Q: 3 clusters Score -187941.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -187951.390625 Penalty: 2491.217529
	Iteration 26Q: 3 clusters Score -187951.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -187957.312500 Penalty: 2491.217529
	Iteration 27Q: 3 clusters Score -187957.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -187962.500000 Penalty: 2491.217529
	Iteration 28Q: 3 clusters Score -187962.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -187966.859375 Penalty: 2491.217529
	Iteration 29Q: 3 clusters Score -187966.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -187969.718750 Penalty: 2491.217529
	Iteration 30Q: 3 clusters Score -187969.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -187973.890625 Penalty: 2491.217529
	Iteration 31Q: 3 clusters Score -187973.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -187981.593750 Penalty: 2491.217529
	Iteration 32Q: 3 clusters Score -187981.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -187991.375000 Penalty: 2491.217529
	Iteration 33Q: 3 clusters Score -187991.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -188001.703125 Penalty: 2491.217529
	Iteration 34Q: 3 clusters Score -188001.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -188011.078125 Penalty: 2491.217529
	Iteration 35Q: 3 clusters Score -188011.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -188017.953125 Penalty: 2491.217529
	Iteration 36Q: 3 clusters Score -188018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -188023.671875 Penalty: 2491.217529
	Iteration 37Q: 3 clusters Score -188023.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -188028.406250 Penalty: 2491.217529
	Iteration 38Q: 3 clusters Score -188028.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -188031.656250 Penalty: 2491.217529
	Iteration 39Q: 3 clusters Score -188031.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -188035.687500 Penalty: 2491.217529
	Iteration 40F: 3 clusters Score -188035.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -188036.812500 Penalty: 2491.217529
	Iteration 41Q: 3 clusters Score -188036.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -188039.328125 Penalty: 2491.217529
	Iteration 42Q: 3 clusters Score -188039.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -188044.453125 Penalty: 2491.217529
	Iteration 43Q: 3 clusters Score -188044.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -188049.578125 Penalty: 2491.217529
	Iteration 44Q: 3 clusters Score -188049.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -188055.015625 Penalty: 2491.217529
	Iteration 45Q: 3 clusters Score -188055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -188059.625000 Penalty: 2491.217529
	Iteration 46Q: 3 clusters Score -188059.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -188063.968750 Penalty: 2491.217529
	Iteration 47Q: 3 clusters Score -188064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -188069.187500 Penalty: 2491.217529
	Iteration 48Q: 3 clusters Score -188069.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -188072.625000 Penalty: 2491.217529
	Iteration 49Q: 3 clusters Score -188072.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -188076.593750 Penalty: 2491.217529
	Iteration 50Q: 3 clusters Score -188076.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -188078.437500 Penalty: 2491.217529
	Iteration 51Q: 3 clusters Score -188078.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -188081.359375 Penalty: 2491.217529
	Iteration 52Q: 3 clusters Score -188081.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -188082.906250 Penalty: 2491.217529
	Iteration 53Q: 3 clusters Score -188082.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -188084.625000 Penalty: 2491.217529
	Iteration 54Q: 3 clusters Score -188084.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -188087.312500 Penalty: 2491.217529
	Iteration 55Q: 3 clusters Score -188087.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -188090.000000 Penalty: 2491.217529
	Iteration 56Q: 3 clusters Score -188090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -188091.640625 Penalty: 2491.217529
	Iteration 57Q: 3 clusters Score -188091.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -188092.375000 Penalty: 2491.217529
	Iteration 58Q: 3 clusters Score -188092.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -188093.500000 Penalty: 2491.217529
	Iteration 59Q: 3 clusters Score -188093.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -188093.500000 Penalty: 2491.217529
	Iteration 60F: 3 clusters Score -188093.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (41258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Entering Unmasked Estep 
Score: -3826216.250000 Penalty: 1726.985107
	Iteration 0F: 2 clusters Score -3826216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -3798564.000000 Penalty: 3453.970215
	Iteration 0F: 3 clusters Score -3798564 nChanged 19224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -3809269.250000 Penalty: 3453.970215
	Iteration 1F: 3 clusters Score -3809269 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -3809737.250000 Penalty: 3453.970215
	Iteration 2Q: 3 clusters Score -3809737 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -3810264.750000 Penalty: 3453.970215
	Iteration 3Q: 3 clusters Score -3810265 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -3811024.000000 Penalty: 3453.970215
	Iteration 4Q: 3 clusters Score -3811024 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -3812197.500000 Penalty: 3453.970215
	Iteration 5F: 3 clusters Score -3812198 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -3814052.250000 Penalty: 3453.970215
	Iteration 6F: 3 clusters Score -3814052 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -3816677.000000 Penalty: 3453.970215
	Iteration 7F: 3 clusters Score -3816677 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -3819587.500000 Penalty: 3453.970215
	Iteration 8F: 3 clusters Score -3819588 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -3821896.500000 Penalty: 3453.970215
	Iteration 9F: 3 clusters Score -3821896 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3823370.750000 Penalty: 3453.970215
	Iteration 10Q: 3 clusters Score -3823371 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3824113.250000 Penalty: 3453.970215
	Iteration 11Q: 3 clusters Score -3824113 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3824446.500000 Penalty: 3453.970215
	Iteration 12Q: 3 clusters Score -3824446 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3824555.750000 Penalty: 3453.970215
	Iteration 13Q: 3 clusters Score -3824556 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3824613.000000 Penalty: 3453.970215
	Iteration 14Q: 3 clusters Score -3824613 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3824647.000000 Penalty: 3453.970215
	Iteration 15Q: 3 clusters Score -3824647 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3824667.000000 Penalty: 3453.970215
	Iteration 16Q: 3 clusters Score -3824667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3824668.000000 Penalty: 3453.970215
	Iteration 17Q: 3 clusters Score -3824668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3824674.750000 Penalty: 3453.970215
	Iteration 18Q: 3 clusters Score -3824675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3824682.500000 Penalty: 3453.970215
	Iteration 19Q: 3 clusters Score -3824682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3824690.000000 Penalty: 3453.970215
	Iteration 20F: 3 clusters Score -3824690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3824700.500000 Penalty: 3453.970215
	Iteration 21Q: 3 clusters Score -3824700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3824703.000000 Penalty: 3453.970215
	Iteration 22Q: 3 clusters Score -3824703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3824707.500000 Penalty: 3453.970215
	Iteration 23Q: 3 clusters Score -3824708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3824708.000000 Penalty: 3453.970215
	Iteration 24Q: 3 clusters Score -3824708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3824709.750000 Penalty: 3453.970215
	Iteration 25Q: 3 clusters Score -3824710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3824709.750000 Penalty: 3453.970215
	Iteration 26F: 3 clusters Score -3824710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Entering Unmasked Estep 
Score: -229888.812500 Penalty: 1277.405396
	Iteration 0F: 2 clusters Score -229888.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -227437.625000 Penalty: 2554.810791
	Iteration 0F: 3 clusters Score -227437.6 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -228020.609375 Penalty: 2554.810791
	Iteration 1F: 3 clusters Score -228020.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -228182.406250 Penalty: 2554.810791
	Iteration 2F: 3 clusters Score -228182.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -228304.921875 Penalty: 2554.810791
	Iteration 3F: 3 clusters Score -228304.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -228398.640625 Penalty: 2554.810791
	Iteration 4Q: 3 clusters Score -228398.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -228483.218750 Penalty: 2554.810791
	Iteration 5Q: 3 clusters Score -228483.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -228556.515625 Penalty: 2554.810791
	Iteration 6Q: 3 clusters Score -228556.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -228630.171875 Penalty: 2554.810791
	Iteration 7Q: 3 clusters Score -228630.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -228714.515625 Penalty: 2554.810791
	Iteration 8Q: 3 clusters Score -228714.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -228801.468750 Penalty: 2554.810791
	Iteration 9Q: 3 clusters Score -228801.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -228894.812500 Penalty: 2554.810791
	Iteration 10Q: 3 clusters Score -228894.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -228995.984375 Penalty: 2554.810791
	Iteration 11Q: 3 clusters Score -228996 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -229097.859375 Penalty: 2554.810791
	Iteration 12Q: 3 clusters Score -229097.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -229179.250000 Penalty: 2554.810791
	Iteration 13Q: 3 clusters Score -229179.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -229253.031250 Penalty: 2554.810791
	Iteration 14Q: 3 clusters Score -229253 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -229299.375000 Penalty: 2554.810791
	Iteration 15Q: 3 clusters Score -229299.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -229329.484375 Penalty: 2554.810791
	Iteration 16Q: 3 clusters Score -229329.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -229354.921875 Penalty: 2554.810791
	Iteration 17Q: 3 clusters Score -229354.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -229374.968750 Penalty: 2554.810791
	Iteration 18Q: 3 clusters Score -229375 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -229390.953125 Penalty: 2554.810791
	Iteration 19Q: 3 clusters Score -229391 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -229403.500000 Penalty: 2554.810791
	Iteration 20F: 3 clusters Score -229403.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -229415.468750 Penalty: 2554.810791
	Iteration 21Q: 3 clusters Score -229415.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -229423.984375 Penalty: 2554.810791
	Iteration 22Q: 3 clusters Score -229424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -229431.046875 Penalty: 2554.810791
	Iteration 23Q: 3 clusters Score -229431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -229440.390625 Penalty: 2554.810791
	Iteration 24Q: 3 clusters Score -229440.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -229450.937500 Penalty: 2554.810791
	Iteration 25Q: 3 clusters Score -229450.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -229460.718750 Penalty: 2554.810791
	Iteration 26Q: 3 clusters Score -229460.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -229472.515625 Penalty: 2554.810791
	Iteration 27Q: 3 clusters Score -229472.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -229480.625000 Penalty: 2554.810791
	Iteration 28Q: 3 clusters Score -229480.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -229490.562500 Penalty: 2554.810791
	Iteration 29Q: 3 clusters Score -229490.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -229498.140625 Penalty: 2554.810791
	Iteration 30Q: 3 clusters Score -229498.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -229506.187500 Penalty: 2554.810791
	Iteration 31Q: 3 clusters Score -229506.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -229512.109375 Penalty: 2554.810791
	Iteration 32Q: 3 clusters Score -229512.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -229515.921875 Penalty: 2554.810791
	Iteration 33Q: 3 clusters Score -229515.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -229522.375000 Penalty: 2554.810791
	Iteration 34Q: 3 clusters Score -229522.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -229527.250000 Penalty: 2554.810791
	Iteration 35Q: 3 clusters Score -229527.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -229532.921875 Penalty: 2554.810791
	Iteration 36Q: 3 clusters Score -229532.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -229539.718750 Penalty: 2554.810791
	Iteration 37Q: 3 clusters Score -229539.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -229541.828125 Penalty: 2554.810791
	Iteration 38Q: 3 clusters Score -229541.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -229541.828125 Penalty: 2554.810791
	Iteration 39F: 3 clusters Score -229541.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Entering Unmasked Estep 
Score: -47386.664062 Penalty: 1042.984253
	Iteration 0F: 2 clusters Score -47386.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -46260.558594 Penalty: 2085.968506
	Iteration 0F: 3 clusters Score -46260.56 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -46434.972656 Penalty: 2085.968506
	Iteration 1F: 3 clusters Score -46434.97 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -46482.265625 Penalty: 2085.968506
	Iteration 2F: 3 clusters Score -46482.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -46519.109375 Penalty: 2085.968506
	Iteration 3Q: 3 clusters Score -46519.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -46553.875000 Penalty: 2085.968506
	Iteration 4Q: 3 clusters Score -46553.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46576.585938 Penalty: 2085.968506
	Iteration 5Q: 3 clusters Score -46576.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -46582.394531 Penalty: 2085.968506
	Iteration 6Q: 3 clusters Score -46582.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -46585.535156 Penalty: 2085.968506
	Iteration 7Q: 3 clusters Score -46585.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46588.964844 Penalty: 2085.968506
	Iteration 8Q: 3 clusters Score -46588.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46591.578125 Penalty: 2085.968506
	Iteration 9Q: 3 clusters Score -46591.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46595.535156 Penalty: 2085.968506
	Iteration 10Q: 3 clusters Score -46595.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46602.273438 Penalty: 2085.968506
	Iteration 11Q: 3 clusters Score -46602.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46610.941406 Penalty: 2085.968506
	Iteration 12Q: 3 clusters Score -46610.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46614.515625 Penalty: 2085.968506
	Iteration 13Q: 3 clusters Score -46614.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -46615.531250 Penalty: 2085.968506
	Iteration 14Q: 3 clusters Score -46615.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -46616.687500 Penalty: 2085.968506
	Iteration 15Q: 3 clusters Score -46616.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -46617.488281 Penalty: 2085.968506
	Iteration 16Q: 3 clusters Score -46617.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -46618.628906 Penalty: 2085.968506
	Iteration 17Q: 3 clusters Score -46618.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -46621.500000 Penalty: 2085.968506
	Iteration 18Q: 3 clusters Score -46621.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -46622.773438 Penalty: 2085.968506
	Iteration 19Q: 3 clusters Score -46622.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -46624.609375 Penalty: 2085.968506
	Iteration 20F: 3 clusters Score -46624.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -46625.933594 Penalty: 2085.968506
	Iteration 21Q: 3 clusters Score -46625.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -46628.542969 Penalty: 2085.968506
	Iteration 22Q: 3 clusters Score -46628.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -46632.515625 Penalty: 2085.968506
	Iteration 23Q: 3 clusters Score -46632.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -46647.726562 Penalty: 2085.968506
	Iteration 24Q: 3 clusters Score -46647.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -46660.687500 Penalty: 2085.968506
	Iteration 25Q: 3 clusters Score -46660.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -46677.054688 Penalty: 2085.968506
	Iteration 26Q: 3 clusters Score -46677.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -46690.390625 Penalty: 2085.968506
	Iteration 27Q: 3 clusters Score -46690.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -46715.191406 Penalty: 2085.968506
	Iteration 28Q: 3 clusters Score -46715.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -46731.167969 Penalty: 2085.968506
	Iteration 29Q: 3 clusters Score -46731.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -46742.796875 Penalty: 2085.968506
	Iteration 30Q: 3 clusters Score -46742.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -46754.046875 Penalty: 2085.968506
	Iteration 31Q: 3 clusters Score -46754.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -46761.726562 Penalty: 2085.968506
	Iteration 32Q: 3 clusters Score -46761.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -46772.550781 Penalty: 2085.968506
	Iteration 33Q: 3 clusters Score -46772.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -46788.574219 Penalty: 2085.968506
	Iteration 34Q: 3 clusters Score -46788.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -46801.910156 Penalty: 2085.968506
	Iteration 35Q: 3 clusters Score -46801.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -46819.972656 Penalty: 2085.968506
	Iteration 36Q: 3 clusters Score -46819.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -46833.214844 Penalty: 2085.968506
	Iteration 37Q: 3 clusters Score -46833.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -46846.597656 Penalty: 2085.968506
	Iteration 38Q: 3 clusters Score -46846.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -46852.628906 Penalty: 2085.968506
	Iteration 39Q: 3 clusters Score -46852.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -46858.550781 Penalty: 2085.968506
	Iteration 40F: 3 clusters Score -46858.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -46876.316406 Penalty: 2085.968506
	Iteration 41Q: 3 clusters Score -46876.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -46881.589844 Penalty: 2085.968506
	Iteration 42Q: 3 clusters Score -46881.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -46884.406250 Penalty: 2085.968506
	Iteration 43Q: 3 clusters Score -46884.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -46886.968750 Penalty: 2085.968506
	Iteration 44Q: 3 clusters Score -46886.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -46889.023438 Penalty: 2085.968506
	Iteration 45Q: 3 clusters Score -46889.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -46891.000000 Penalty: 2085.968506
	Iteration 46Q: 3 clusters Score -46891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -46891.000000 Penalty: 2085.968506
	Iteration 47F: 3 clusters Score -46891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27481 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115362 members 
Mstep: Class 7 contains 124270 members 
Mstep: Class 8 contains 27243 members 
Mstep: Class 9 contains 63603 members 
Mstep: Class 10 contains 15306 members 
Mstep: Class 11 contains 3524 members 
Mstep: Class 12 contains 59726 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39992 members 
Mstep: Class 17 contains 6289 members 
Mstep: Class 18 contains 59421 members 
Mstep: Class 19 contains 7219 members 
Mstep: Class 20 contains 13050 members 
Mstep: Class 21 contains 13868 members 
Mstep: Class 22 contains 7645 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10491 members 
Mstep: Class 26 contains 19004 members 
Mstep: Class 27 contains 73240 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4342 members 
Mstep: Class 33 contains 8161 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7527 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8986 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 5332 members 
Mstep: Class 41 contains 6824 members 
Mstep: Class 42 contains 2446 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3830 members 
Mstep: Class 46 contains 2133 members 
Mstep: Class 47 contains 41258 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84472544.000000 Penalty: 111905.187500
Iteration 277F: 51 clusters Score -8.447254e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27505 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115368 members 
Mstep: Class 7 contains 124301 members 
Mstep: Class 8 contains 27259 members 
Mstep: Class 9 contains 63582 members 
Mstep: Class 10 contains 15311 members 
Mstep: Class 11 contains 3524 members 
Mstep: Class 12 contains 59726 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39964 members 
Mstep: Class 17 contains 6288 members 
Mstep: Class 18 contains 59421 members 
Mstep: Class 19 contains 7121 members 
Mstep: Class 20 contains 13052 members 
Mstep: Class 21 contains 13846 members 
Mstep: Class 22 contains 7491 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10481 members 
Mstep: Class 26 contains 18982 members 
Mstep: Class 27 contains 73197 members 
Mstep: Class 28 contains 1317 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4329 members 
Mstep: Class 33 contains 8138 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7479 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8986 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 5860 members 
Mstep: Class 41 contains 6830 members 
Mstep: Class 42 contains 2446 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3830 members 
Mstep: Class 46 contains 2133 members 
Mstep: Class 47 contains 41258 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Mstep: Class 50 contains 84702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473080.000000 Penalty: 111905.187500
Iteration 278Q: 51 clusters Score -8.447308e+07 nChanged 1518
Entering ConstructFrom: 
Score: -84473080.000000 Penalty: 111905.187500
Entering ConstructFrom: 
Trying to split cluster 1 (1113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Entering Unmasked Estep 
Score: -104006.023438 Penalty: 1139.907349
	Iteration 0F: 2 clusters Score -104006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -102466.085938 Penalty: 2279.814697
	Iteration 0F: 3 clusters Score -102466.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -102731.054688 Penalty: 2279.814697
	Iteration 1F: 3 clusters Score -102731.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -102805.218750 Penalty: 2279.814697
	Iteration 2F: 3 clusters Score -102805.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -102849.500000 Penalty: 2279.814697
	Iteration 3Q: 3 clusters Score -102849.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -102871.085938 Penalty: 2279.814697
	Iteration 4Q: 3 clusters Score -102871.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -102888.625000 Penalty: 2279.814697
	Iteration 5Q: 3 clusters Score -102888.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -102898.203125 Penalty: 2279.814697
	Iteration 6Q: 3 clusters Score -102898.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -102903.257812 Penalty: 2279.814697
	Iteration 7Q: 3 clusters Score -102903.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -102907.218750 Penalty: 2279.814697
	Iteration 8Q: 3 clusters Score -102907.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -102910.664062 Penalty: 2279.814697
	Iteration 9Q: 3 clusters Score -102910.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -102919.617188 Penalty: 2279.814697
	Iteration 10Q: 3 clusters Score -102919.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -102923.765625 Penalty: 2279.814697
	Iteration 11Q: 3 clusters Score -102923.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -102925.757812 Penalty: 2279.814697
	Iteration 12Q: 3 clusters Score -102925.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -102927.250000 Penalty: 2279.814697
	Iteration 13Q: 3 clusters Score -102927.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -102927.250000 Penalty: 2279.814697
	Iteration 14F: 3 clusters Score -102927.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (52484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52484 members 
Entering Unmasked Estep 
Score: -4696338.000000 Penalty: 1766.092773
	Iteration 0F: 2 clusters Score -4696338 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 26363 members 
Entering Unmasked Estep 
Score: -4661309.000000 Penalty: 3532.185547
	Iteration 0F: 3 clusters Score -4661309 nChanged 24649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -4675757.500000 Penalty: 3532.185547
	Iteration 1F: 3 clusters Score -4675758 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -4676897.000000 Penalty: 3532.185547
	Iteration 2F: 3 clusters Score -4676897 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -4678755.000000 Penalty: 3532.185547
	Iteration 3F: 3 clusters Score -4678755 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -4681220.500000 Penalty: 3532.185547
	Iteration 4F: 3 clusters Score -4681220 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -4684065.500000 Penalty: 3532.185547
	Iteration 5F: 3 clusters Score -4684066 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -4686834.500000 Penalty: 3532.185547
	Iteration 6F: 3 clusters Score -4686834 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 42295 members 
Entering Unmasked Estep 
Score: -4689255.500000 Penalty: 3532.185547
	Iteration 7F: 3 clusters Score -4689256 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -4691326.000000 Penalty: 3532.185547
	Iteration 8Q: 3 clusters Score -4691326 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -4692969.500000 Penalty: 3532.185547
	Iteration 9Q: 3 clusters Score -4692970 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 47031 members 
Entering Unmasked Estep 
Score: -4694083.000000 Penalty: 3532.185547
	Iteration 10Q: 3 clusters Score -4694083 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 47723 members 
Entering Unmasked Estep 
Score: -4694646.500000 Penalty: 3532.185547
	Iteration 11Q: 3 clusters Score -4694646 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -4695051.000000 Penalty: 3532.185547
	Iteration 12Q: 3 clusters Score -4695051 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 48639 members 
Entering Unmasked Estep 
Score: -4695379.500000 Penalty: 3532.185547
	Iteration 13Q: 3 clusters Score -4695380 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 48994 members 
Entering Unmasked Estep 
Score: -4695633.000000 Penalty: 3532.185547
	Iteration 14Q: 3 clusters Score -4695633 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 49254 members 
Entering Unmasked Estep 
Score: -4695789.000000 Penalty: 3532.185547
	Iteration 15Q: 3 clusters Score -4695789 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 49442 members 
Entering Unmasked Estep 
Score: -4695896.000000 Penalty: 3532.185547
	Iteration 16Q: 3 clusters Score -4695896 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -4695962.000000 Penalty: 3532.185547
	Iteration 17Q: 3 clusters Score -4695962 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 49699 members 
Entering Unmasked Estep 
Score: -4696009.000000 Penalty: 3532.185547
	Iteration 18Q: 3 clusters Score -4696009 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 49776 members 
Entering Unmasked Estep 
Score: -4696030.000000 Penalty: 3532.185547
	Iteration 19Q: 3 clusters Score -4696030 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 49843 members 
Entering Unmasked Estep 
Score: -4696054.500000 Penalty: 3532.185547
	Iteration 20F: 3 clusters Score -4696054 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 49881 members 
Entering Unmasked Estep 
Score: -4696069.000000 Penalty: 3532.185547
	Iteration 21Q: 3 clusters Score -4696069 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 49915 members 
Entering Unmasked Estep 
Score: -4696062.000000 Penalty: 3532.185547
	Iteration 22Q: 3 clusters Score -4696062 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 49950 members 
Entering Unmasked Estep 
Score: -4696069.500000 Penalty: 3532.185547
	Iteration 23Q: 3 clusters Score -4696070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 49981 members 
Entering Unmasked Estep 
Score: -4696067.500000 Penalty: 3532.185547
	Iteration 24Q: 3 clusters Score -4696068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 50005 members 
Entering Unmasked Estep 
Score: -4696074.500000 Penalty: 3532.185547
	Iteration 25Q: 3 clusters Score -4696074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 50021 members 
Entering Unmasked Estep 
Score: -4696086.500000 Penalty: 3532.185547
	Iteration 26Q: 3 clusters Score -4696086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 50028 members 
Entering Unmasked Estep 
Score: -4696089.000000 Penalty: 3532.185547
	Iteration 27Q: 3 clusters Score -4696089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 50031 members 
Entering Unmasked Estep 
Score: -4696089.000000 Penalty: 3532.185547
	Iteration 28Q: 3 clusters Score -4696089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 50031 members 
Entering Unmasked Estep 
Score: -4696088.000000 Penalty: 3532.185547
	Iteration 29Q: 3 clusters Score -4696088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 50032 members 
Entering Unmasked Estep 
Score: -4696085.500000 Penalty: 3532.185547
	Iteration 30Q: 3 clusters Score -4696086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 50032 members 
Entering Unmasked Estep 
Score: -4696085.500000 Penalty: 3532.185547
	Iteration 31F: 3 clusters Score -4696086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Entering Unmasked Estep 
Score: -2544586.250000 Penalty: 1661.124634
	Iteration 0F: 2 clusters Score -2544586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -2526107.250000 Penalty: 3322.249268
	Iteration 0F: 3 clusters Score -2526107 nChanged 12595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2533363.250000 Penalty: 3322.249268
	Iteration 1F: 3 clusters Score -2533363 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2534020.250000 Penalty: 3322.249268
	Iteration 2F: 3 clusters Score -2534020 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -2534913.500000 Penalty: 3322.249268
	Iteration 3F: 3 clusters Score -2534914 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -2536237.000000 Penalty: 3322.249268
	Iteration 4F: 3 clusters Score -2536237 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -2538017.000000 Penalty: 3322.249268
	Iteration 5F: 3 clusters Score -2538017 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -2539982.000000 Penalty: 3322.249268
	Iteration 6F: 3 clusters Score -2539982 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -2541529.750000 Penalty: 3322.249268
	Iteration 7F: 3 clusters Score -2541530 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -2542417.750000 Penalty: 3322.249268
	Iteration 8Q: 3 clusters Score -2542418 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -2542774.500000 Penalty: 3322.249268
	Iteration 9Q: 3 clusters Score -2542774 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -2542931.750000 Penalty: 3322.249268
	Iteration 10Q: 3 clusters Score -2542932 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -2543020.500000 Penalty: 3322.249268
	Iteration 11Q: 3 clusters Score -2543020 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -2543070.000000 Penalty: 3322.249268
	Iteration 12Q: 3 clusters Score -2543070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -2543086.000000 Penalty: 3322.249268
	Iteration 13Q: 3 clusters Score -2543086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -2543099.500000 Penalty: 3322.249268
	Iteration 14Q: 3 clusters Score -2543100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -2543099.500000 Penalty: 3322.249268
	Iteration 15Q: 3 clusters Score -2543100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -2543105.500000 Penalty: 3322.249268
	Iteration 16Q: 3 clusters Score -2543106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -2543108.000000 Penalty: 3322.249268
	Iteration 17Q: 3 clusters Score -2543108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -2543119.250000 Penalty: 3322.249268
	Iteration 18Q: 3 clusters Score -2543119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -2543123.500000 Penalty: 3322.249268
	Iteration 19Q: 3 clusters Score -2543124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -2543127.000000 Penalty: 3322.249268
	Iteration 20F: 3 clusters Score -2543127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -2543134.250000 Penalty: 3322.249268
	Iteration 21Q: 3 clusters Score -2543134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -2543137.250000 Penalty: 3322.249268
	Iteration 22Q: 3 clusters Score -2543137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -2543137.250000 Penalty: 3322.249268
	Iteration 23F: 3 clusters Score -2543137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -895193.500000 Penalty: 1511.457520
	Iteration 0F: 2 clusters Score -895193.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -887398.500000 Penalty: 3022.915039
	Iteration 0F: 3 clusters Score -887398.5 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -890120.812500 Penalty: 3022.915039
	Iteration 1F: 3 clusters Score -890120.8 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -890561.062500 Penalty: 3022.915039
	Iteration 2F: 3 clusters Score -890561.1 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -890992.687500 Penalty: 3022.915039
	Iteration 3F: 3 clusters Score -890992.7 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -891401.437500 Penalty: 3022.915039
	Iteration 4F: 3 clusters Score -891401.4 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -891826.875000 Penalty: 3022.915039
	Iteration 5F: 3 clusters Score -891826.9 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -892299.250000 Penalty: 3022.915039
	Iteration 6F: 3 clusters Score -892299.2 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -892755.000000 Penalty: 3022.915039
	Iteration 7F: 3 clusters Score -892755 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -893116.062500 Penalty: 3022.915039
	Iteration 8Q: 3 clusters Score -893116.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -893448.500000 Penalty: 3022.915039
	Iteration 9Q: 3 clusters Score -893448.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -893768.125000 Penalty: 3022.915039
	Iteration 10Q: 3 clusters Score -893768.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -894113.500000 Penalty: 3022.915039
	Iteration 11Q: 3 clusters Score -894113.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -894356.250000 Penalty: 3022.915039
	Iteration 12Q: 3 clusters Score -894356.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -894482.875000 Penalty: 3022.915039
	Iteration 13Q: 3 clusters Score -894482.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -894549.500000 Penalty: 3022.915039
	Iteration 14Q: 3 clusters Score -894549.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -894590.750000 Penalty: 3022.915039
	Iteration 15Q: 3 clusters Score -894590.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -894615.312500 Penalty: 3022.915039
	Iteration 16Q: 3 clusters Score -894615.3 nChanged 61
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: -894639.062500 Penalty: 3022.915039
	Iteration 17Q: 3 clusters Score -894639.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -894658.125000 Penalty: 3022.915039
	Iteration 18Q: 3 clusters Score -894658.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -894670.562500 Penalty: 3022.915039
	Iteration 19Q: 3 clusters Score -894670.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -894675.937500 Penalty: 3022.915039
	Iteration 20F: 3 clusters Score -894675.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -894682.875000 Penalty: 3022.915039
	Iteration 21Q: 3 clusters Score -894682.9 nChanged 11
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: -894684.812500 Penalty: 3022.915039
	Iteration 22Q: 3 clusters Score -894684.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -894685.875000 Penalty: 3022.915039
	Iteration 23Q: 3 clusters Score -894685.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -894686.312500 Penalty: 3022.915039
	Iteration 24Q: 3 clusters Score -894686.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -894684.812500 Penalty: 3022.915039
	Iteration 25Q: 3 clusters Score -894684.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -894689.375000 Penalty: 3022.915039
	Iteration 26Q: 3 clusters Score -894689.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -894689.375000 Penalty: 3022.915039
	Iteration 27F: 3 clusters Score -894689.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -282109.750000 Penalty: 1315.930664
	Iteration 0F: 2 clusters Score -282109.8 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 1618 members 
Entering Unmasked Estep 
Score: -279256.562500 Penalty: 2631.861328
	Iteration 0F: 3 clusters Score -279256.6 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -280050.843750 Penalty: 2631.861328
	Iteration 1F: 3 clusters Score -280050.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -280448.875000 Penalty: 2631.861328
	Iteration 2F: 3 clusters Score -280448.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -280881.750000 Penalty: 2631.861328
	Iteration 3F: 3 clusters Score -280881.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -281333.562500 Penalty: 2631.861328
	Iteration 4F: 3 clusters Score -281333.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -281750.468750 Penalty: 2631.861328
	Iteration 5F: 3 clusters Score -281750.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -281957.406250 Penalty: 2631.861328
	Iteration 6F: 3 clusters Score -281957.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -282057.437500 Penalty: 2631.861328
	Iteration 7Q: 3 clusters Score -282057.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -282109.281250 Penalty: 2631.861328
	Iteration 8Q: 3 clusters Score -282109.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -282133.656250 Penalty: 2631.861328
	Iteration 9Q: 3 clusters Score -282133.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -282147.750000 Penalty: 2631.861328
	Iteration 10Q: 3 clusters Score -282147.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -282156.781250 Penalty: 2631.861328
	Iteration 11Q: 3 clusters Score -282156.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -282168.406250 Penalty: 2631.861328
	Iteration 12Q: 3 clusters Score -282168.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -282183.750000 Penalty: 2631.861328
	Iteration 13Q: 3 clusters Score -282183.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -282196.156250 Penalty: 2631.861328
	Iteration 14Q: 3 clusters Score -282196.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -282206.687500 Penalty: 2631.861328
	Iteration 15Q: 3 clusters Score -282206.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -282213.812500 Penalty: 2631.861328
	Iteration 16Q: 3 clusters Score -282213.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -282216.187500 Penalty: 2631.861328
	Iteration 17Q: 3 clusters Score -282216.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -282216.687500 Penalty: 2631.861328
	Iteration 18Q: 3 clusters Score -282216.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -282216.968750 Penalty: 2631.861328
	Iteration 19Q: 3 clusters Score -282217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -282217.125000 Penalty: 2631.861328
	Iteration 20F: 3 clusters Score -282217.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27510 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 1325 members 
Mstep: Class 6 contains 115364 members 
Mstep: Class 7 contains 124308 members 
Mstep: Class 8 contains 27276 members 
Mstep: Class 9 contains 63575 members 
Mstep: Class 10 contains 15308 members 
Mstep: Class 11 contains 3523 members 
Mstep: Class 12 contains 59731 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39940 members 
Mstep: Class 17 contains 6288 members 
Mstep: Class 18 contains 59424 members 
Mstep: Class 19 contains 7034 members 
Mstep: Class 20 contains 13052 members 
Mstep: Class 21 contains 13815 members 
Mstep: Class 22 contains 7389 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10477 members 
Mstep: Class 26 contains 18995 members 
Mstep: Class 27 contains 73180 members 
Mstep: Class 28 contains 1317 members 
Mstep: Class 29 contains 1345 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4306 members 
Mstep: Class 33 contains 8123 members 
Mstep: Class 34 contains 1260 members 
Mstep: Class 35 contains 7445 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8986 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 6268 members 
Mstep: Class 41 contains 6835 members 
Mstep: Class 42 contains 2447 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3830 members 
Mstep: Class 46 contains 2133 members 
Mstep: Class 47 contains 41253 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Mstep: Class 50 contains 84595 members 
Mstep: Class 51 contains 1963 members 
Entering Unmasked Estep 
Score: -84472592.000000 Penalty: 114143.289062
Splitting cluster 5 changes total score from -84473080.000000 to -84472592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (115364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115364 members 
Entering Unmasked Estep 
Score: -10608876.000000 Penalty: 1894.075195
	Iteration 0F: 2 clusters Score -1.060888e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57688 members 
Mstep: Class 2 contains 57676 members 
Entering Unmasked Estep 
Score: -10531533.000000 Penalty: 3788.150391
	Iteration 0F: 3 clusters Score -1.053153e+07 nChanged 55296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58492 members 
Mstep: Class 2 contains 56872 members 
Entering Unmasked Estep 
Score: -10564486.000000 Penalty: 3788.150391
	Iteration 1F: 3 clusters Score -1.056449e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59389 members 
Mstep: Class 2 contains 55975 members 
Entering Unmasked Estep 
Score: -10565860.000000 Penalty: 3788.150391
	Iteration 2Q: 3 clusters Score -1.056586e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60751 members 
Mstep: Class 2 contains 54613 members 
Entering Unmasked Estep 
Score: -10567716.000000 Penalty: 3788.150391
	Iteration 3Q: 3 clusters Score -1.056772e+07 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62482 members 
Mstep: Class 2 contains 52882 members 
Entering Unmasked Estep 
Score: -10570439.000000 Penalty: 3788.150391
	Iteration 4Q: 3 clusters Score -1.057044e+07 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64529 members 
Mstep: Class 2 contains 50835 members 
Entering Unmasked Estep 
Score: -10573442.000000 Penalty: 3788.150391
	Iteration 5F: 3 clusters Score -1.057344e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66611 members 
Mstep: Class 2 contains 48753 members 
Entering Unmasked Estep 
Score: -10576675.000000 Penalty: 3788.150391
	Iteration 6F: 3 clusters Score -1.057668e+07 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68601 members 
Mstep: Class 2 contains 46763 members 
Entering Unmasked Estep 
Score: -10579467.000000 Penalty: 3788.150391
	Iteration 7F: 3 clusters Score -1.057947e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70401 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -10581908.000000 Penalty: 3788.150391
	Iteration 8Q: 3 clusters Score -1.058191e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72131 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -10583949.000000 Penalty: 3788.150391
	Iteration 9Q: 3 clusters Score -1.058395e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73692 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -10585819.000000 Penalty: 3788.150391
	Iteration 10Q: 3 clusters Score -1.058582e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75155 members 
Mstep: Class 2 contains 40209 members 
Entering Unmasked Estep 
Score: -10588101.000000 Penalty: 3788.150391
	Iteration 11Q: 3 clusters Score -1.05881e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76448 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -10590567.000000 Penalty: 3788.150391
	Iteration 12Q: 3 clusters Score -1.059057e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77439 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -10592570.000000 Penalty: 3788.150391
	Iteration 13Q: 3 clusters Score -1.059257e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78271 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -10594017.000000 Penalty: 3788.150391
	Iteration 14Q: 3 clusters Score -1.059402e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78930 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -10594907.000000 Penalty: 3788.150391
	Iteration 15Q: 3 clusters Score -1.059491e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79480 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -10595490.000000 Penalty: 3788.150391
	Iteration 16Q: 3 clusters Score -1.059549e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79925 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -10596016.000000 Penalty: 3788.150391
	Iteration 17Q: 3 clusters Score -1.059602e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80371 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -10596423.000000 Penalty: 3788.150391
	Iteration 18Q: 3 clusters Score -1.059642e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80781 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -10596889.000000 Penalty: 3788.150391
	Iteration 19Q: 3 clusters Score -1.059689e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81144 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -10597172.000000 Penalty: 3788.150391
	Iteration 20F: 3 clusters Score -1.059717e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81498 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -10597328.000000 Penalty: 3788.150391
	Iteration 21Q: 3 clusters Score -1.059733e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81895 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -10597513.000000 Penalty: 3788.150391
	Iteration 22Q: 3 clusters Score -1.059751e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82312 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -10597664.000000 Penalty: 3788.150391
	Iteration 23Q: 3 clusters Score -1.059766e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82750 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -10597817.000000 Penalty: 3788.150391
	Iteration 24Q: 3 clusters Score -1.059782e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83160 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -10597915.000000 Penalty: 3788.150391
	Iteration 25Q: 3 clusters Score -1.059792e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83597 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -10598060.000000 Penalty: 3788.150391
	Iteration 26Q: 3 clusters Score -1.059806e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84091 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -10598242.000000 Penalty: 3788.150391
	Iteration 27Q: 3 clusters Score -1.059824e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84607 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -10598289.000000 Penalty: 3788.150391
	Iteration 28Q: 3 clusters Score -1.059829e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85155 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -10598461.000000 Penalty: 3788.150391
	Iteration 29Q: 3 clusters Score -1.059846e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85724 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -10598576.000000 Penalty: 3788.150391
	Iteration 30Q: 3 clusters Score -1.059858e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86318 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -10598687.000000 Penalty: 3788.150391
	Iteration 31Q: 3 clusters Score -1.059869e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86968 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -10598765.000000 Penalty: 3788.150391
	Iteration 32Q: 3 clusters Score -1.059876e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87644 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -10598841.000000 Penalty: 3788.150391
	Iteration 33Q: 3 clusters Score -1.059884e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88395 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -10599031.000000 Penalty: 3788.150391
	Iteration 34Q: 3 clusters Score -1.059903e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89220 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -10599167.000000 Penalty: 3788.150391
	Iteration 35Q: 3 clusters Score -1.059917e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90148 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -10599342.000000 Penalty: 3788.150391
	Iteration 36Q: 3 clusters Score -1.059934e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91085 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -10599581.000000 Penalty: 3788.150391
	Iteration 37Q: 3 clusters Score -1.059958e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92063 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -10599734.000000 Penalty: 3788.150391
	Iteration 38Q: 3 clusters Score -1.059973e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93055 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -10599945.000000 Penalty: 3788.150391
	Iteration 39Q: 3 clusters Score -1.059994e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94108 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -10600184.000000 Penalty: 3788.150391
	Iteration 40F: 3 clusters Score -1.060018e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95205 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -10600443.000000 Penalty: 3788.150391
	Iteration 41Q: 3 clusters Score -1.060044e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96332 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -10600748.000000 Penalty: 3788.150391
	Iteration 42Q: 3 clusters Score -1.060075e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97487 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -10600979.000000 Penalty: 3788.150391
	Iteration 43Q: 3 clusters Score -1.060098e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98662 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -10601342.000000 Penalty: 3788.150391
	Iteration 44Q: 3 clusters Score -1.060134e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99858 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -10601698.000000 Penalty: 3788.150391
	Iteration 45Q: 3 clusters Score -1.06017e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101075 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -10602056.000000 Penalty: 3788.150391
	Iteration 46Q: 3 clusters Score -1.060206e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102302 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -10602512.000000 Penalty: 3788.150391
	Iteration 47Q: 3 clusters Score -1.060251e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103476 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -10602930.000000 Penalty: 3788.150391
	Iteration 48Q: 3 clusters Score -1.060293e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104589 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -10603318.000000 Penalty: 3788.150391
	Iteration 49Q: 3 clusters Score -1.060332e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105649 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -10603711.000000 Penalty: 3788.150391
	Iteration 50Q: 3 clusters Score -1.060371e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106643 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -10604047.000000 Penalty: 3788.150391
	Iteration 51Q: 3 clusters Score -1.060405e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107583 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -10604452.000000 Penalty: 3788.150391
	Iteration 52Q: 3 clusters Score -1.060445e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108469 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -10604810.000000 Penalty: 3788.150391
	Iteration 53Q: 3 clusters Score -1.060481e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109279 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -10605190.000000 Penalty: 3788.150391
	Iteration 54Q: 3 clusters Score -1.060519e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110059 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -10605501.000000 Penalty: 3788.150391
	Iteration 55Q: 3 clusters Score -1.06055e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110736 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -10605784.000000 Penalty: 3788.150391
	Iteration 56Q: 3 clusters Score -1.060578e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111320 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -10606030.000000 Penalty: 3788.150391
	Iteration 57Q: 3 clusters Score -1.060603e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111818 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -10606247.000000 Penalty: 3788.150391
	Iteration 58Q: 3 clusters Score -1.060625e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112248 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -10606414.000000 Penalty: 3788.150391
	Iteration 59Q: 3 clusters Score -1.060641e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112614 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -10606574.000000 Penalty: 3788.150391
	Iteration 60F: 3 clusters Score -1.060657e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112935 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -10606710.000000 Penalty: 3788.150391
	Iteration 61Q: 3 clusters Score -1.060671e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113183 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -10606800.000000 Penalty: 3788.150391
	Iteration 62Q: 3 clusters Score -1.06068e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113377 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -10606884.000000 Penalty: 3788.150391
	Iteration 63Q: 3 clusters Score -1.060688e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113558 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -10606991.000000 Penalty: 3788.150391
	Iteration 64Q: 3 clusters Score -1.060699e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113714 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -10607056.000000 Penalty: 3788.150391
	Iteration 65Q: 3 clusters Score -1.060706e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113850 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -10607113.000000 Penalty: 3788.150391
	Iteration 66Q: 3 clusters Score -1.060711e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113963 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -10607152.000000 Penalty: 3788.150391
	Iteration 67Q: 3 clusters Score -1.060715e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114051 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -10607181.000000 Penalty: 3788.150391
	Iteration 68Q: 3 clusters Score -1.060718e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114132 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -10607233.000000 Penalty: 3788.150391
	Iteration 69Q: 3 clusters Score -1.060723e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114197 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -10607247.000000 Penalty: 3788.150391
	Iteration 70Q: 3 clusters Score -1.060725e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114248 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -10607266.000000 Penalty: 3788.150391
	Iteration 71Q: 3 clusters Score -1.060727e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114293 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -10607282.000000 Penalty: 3788.150391
	Iteration 72Q: 3 clusters Score -1.060728e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114330 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -10607310.000000 Penalty: 3788.150391
	Iteration 73Q: 3 clusters Score -1.060731e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114356 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -10607308.000000 Penalty: 3788.150391
	Iteration 74Q: 3 clusters Score -1.060731e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114386 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -10607335.000000 Penalty: 3788.150391
	Iteration 75Q: 3 clusters Score -1.060734e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114412 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -10607340.000000 Penalty: 3788.150391
	Iteration 76Q: 3 clusters Score -1.060734e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114441 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -10607345.000000 Penalty: 3788.150391
	Iteration 77Q: 3 clusters Score -1.060734e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114464 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -10607367.000000 Penalty: 3788.150391
	Iteration 78Q: 3 clusters Score -1.060737e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114481 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -10607387.000000 Penalty: 3788.150391
	Iteration 79Q: 3 clusters Score -1.060739e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114503 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -10607393.000000 Penalty: 3788.150391
	Iteration 80F: 3 clusters Score -1.060739e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114525 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -10607388.000000 Penalty: 3788.150391
	Iteration 81Q: 3 clusters Score -1.060739e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114541 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -10607396.000000 Penalty: 3788.150391
	Iteration 82Q: 3 clusters Score -1.06074e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114555 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -10607391.000000 Penalty: 3788.150391
	Iteration 83Q: 3 clusters Score -1.060739e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114564 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -10607406.000000 Penalty: 3788.150391
	Iteration 84Q: 3 clusters Score -1.060741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114572 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -10607402.000000 Penalty: 3788.150391
	Iteration 85Q: 3 clusters Score -1.06074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114575 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -10607405.000000 Penalty: 3788.150391
	Iteration 86Q: 3 clusters Score -1.06074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114577 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -10607393.000000 Penalty: 3788.150391
	Iteration 87Q: 3 clusters Score -1.060739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114580 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -10607393.000000 Penalty: 3788.150391
	Iteration 88Q: 3 clusters Score -1.060739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114583 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -10607393.000000 Penalty: 3788.150391
	Iteration 89Q: 3 clusters Score -1.060739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114585 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -10607405.000000 Penalty: 3788.150391
	Iteration 90Q: 3 clusters Score -1.06074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114593 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -10607408.000000 Penalty: 3788.150391
	Iteration 91Q: 3 clusters Score -1.060741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114598 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -10607414.000000 Penalty: 3788.150391
	Iteration 92Q: 3 clusters Score -1.060741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114603 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -10607416.000000 Penalty: 3788.150391
	Iteration 93Q: 3 clusters Score -1.060742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114608 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -10607408.000000 Penalty: 3788.150391
	Iteration 94Q: 3 clusters Score -1.060741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114613 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -10607412.000000 Penalty: 3788.150391
	Iteration 95Q: 3 clusters Score -1.060741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114615 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -10607415.000000 Penalty: 3788.150391
	Iteration 96Q: 3 clusters Score -1.060742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114615 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -10607415.000000 Penalty: 3788.150391
	Iteration 97F: 3 clusters Score -1.060742e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (124308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124308 members 
Entering Unmasked Estep 
Score: -11785528.000000 Penalty: 1906.209106
	Iteration 0F: 2 clusters Score -1.178553e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62213 members 
Mstep: Class 2 contains 62095 members 
Entering Unmasked Estep 
Score: -11702072.000000 Penalty: 3812.418213
	Iteration 0F: 3 clusters Score -1.170207e+07 nChanged 60156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61249 members 
Mstep: Class 2 contains 63059 members 
Entering Unmasked Estep 
Score: -11736957.000000 Penalty: 3812.418213
	Iteration 1F: 3 clusters Score -1.173696e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60751 members 
Mstep: Class 2 contains 63557 members 
Entering Unmasked Estep 
Score: -11737829.000000 Penalty: 3812.418213
	Iteration 2Q: 3 clusters Score -1.173783e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59853 members 
Mstep: Class 2 contains 64455 members 
Entering Unmasked Estep 
Score: -11739008.000000 Penalty: 3812.418213
	Iteration 3Q: 3 clusters Score -1.173901e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58506 members 
Mstep: Class 2 contains 65802 members 
Entering Unmasked Estep 
Score: -11740576.000000 Penalty: 3812.418213
	Iteration 4Q: 3 clusters Score -1.174058e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56534 members 
Mstep: Class 2 contains 67774 members 
Entering Unmasked Estep 
Score: -11742587.000000 Penalty: 3812.418213
	Iteration 5Q: 3 clusters Score -1.174259e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53696 members 
Mstep: Class 2 contains 70612 members 
Entering Unmasked Estep 
Score: -11745332.000000 Penalty: 3812.418213
	Iteration 6F: 3 clusters Score -1.174533e+07 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 74275 members 
Entering Unmasked Estep 
Score: -11749086.000000 Penalty: 3812.418213
	Iteration 7F: 3 clusters Score -1.174909e+07 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 78524 members 
Entering Unmasked Estep 
Score: -11753522.000000 Penalty: 3812.418213
	Iteration 8F: 3 clusters Score -1.175352e+07 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 82927 members 
Entering Unmasked Estep 
Score: -11758300.000000 Penalty: 3812.418213
	Iteration 9F: 3 clusters Score -1.17583e+07 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 86863 members 
Entering Unmasked Estep 
Score: -11762638.000000 Penalty: 3812.418213
	Iteration 10F: 3 clusters Score -1.176264e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 90090 members 
Entering Unmasked Estep 
Score: -11766615.000000 Penalty: 3812.418213
	Iteration 11Q: 3 clusters Score -1.176662e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 92367 members 
Entering Unmasked Estep 
Score: -11770218.000000 Penalty: 3812.418213
	Iteration 12Q: 3 clusters Score -1.177022e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 93807 members 
Entering Unmasked Estep 
Score: -11773233.000000 Penalty: 3812.418213
	Iteration 13Q: 3 clusters Score -1.177323e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 94835 members 
Entering Unmasked Estep 
Score: -11775726.000000 Penalty: 3812.418213
	Iteration 14Q: 3 clusters Score -1.177573e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 95661 members 
Entering Unmasked Estep 
Score: -11777793.000000 Penalty: 3812.418213
	Iteration 15Q: 3 clusters Score -1.177779e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 96375 members 
Entering Unmasked Estep 
Score: -11779631.000000 Penalty: 3812.418213
	Iteration 16Q: 3 clusters Score -1.177963e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 96884 members 
Entering Unmasked Estep 
Score: -11780933.000000 Penalty: 3812.418213
	Iteration 17Q: 3 clusters Score -1.178093e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 97232 members 
Entering Unmasked Estep 
Score: -11781698.000000 Penalty: 3812.418213
	Iteration 18Q: 3 clusters Score -1.17817e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 97437 members 
Entering Unmasked Estep 
Score: -11782111.000000 Penalty: 3812.418213
	Iteration 19Q: 3 clusters Score -1.178211e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 97526 members 
Entering Unmasked Estep 
Score: -11782348.000000 Penalty: 3812.418213
	Iteration 20F: 3 clusters Score -1.178235e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 97590 members 
Entering Unmasked Estep 
Score: -11782404.000000 Penalty: 3812.418213
	Iteration 21Q: 3 clusters Score -1.17824e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 97658 members 
Entering Unmasked Estep 
Score: -11782429.000000 Penalty: 3812.418213
	Iteration 22Q: 3 clusters Score -1.178243e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 97723 members 
Entering Unmasked Estep 
Score: -11782498.000000 Penalty: 3812.418213
	Iteration 23Q: 3 clusters Score -1.17825e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 97752 members 
Entering Unmasked Estep 
Score: -11782513.000000 Penalty: 3812.418213
	Iteration 24Q: 3 clusters Score -1.178251e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 97775 members 
Entering Unmasked Estep 
Score: -11782549.000000 Penalty: 3812.418213
	Iteration 25Q: 3 clusters Score -1.178255e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 97802 members 
Entering Unmasked Estep 
Score: -11782516.000000 Penalty: 3812.418213
	Iteration 26Q: 3 clusters Score -1.178252e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 97816 members 
Entering Unmasked Estep 
Score: -11782522.000000 Penalty: 3812.418213
	Iteration 27Q: 3 clusters Score -1.178252e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 97830 members 
Entering Unmasked Estep 
Score: -11782543.000000 Penalty: 3812.418213
	Iteration 28Q: 3 clusters Score -1.178254e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 97838 members 
Entering Unmasked Estep 
Score: -11782550.000000 Penalty: 3812.418213
	Iteration 29Q: 3 clusters Score -1.178255e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 97845 members 
Entering Unmasked Estep 
Score: -11782558.000000 Penalty: 3812.418213
	Iteration 30Q: 3 clusters Score -1.178256e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 97855 members 
Entering Unmasked Estep 
Score: -11782569.000000 Penalty: 3812.418213
	Iteration 31Q: 3 clusters Score -1.178257e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 97856 members 
Entering Unmasked Estep 
Score: -11782560.000000 Penalty: 3812.418213
	Iteration 32Q: 3 clusters Score -1.178256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 97857 members 
Entering Unmasked Estep 
Score: -11782559.000000 Penalty: 3812.418213
	Iteration 33Q: 3 clusters Score -1.178256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 97857 members 
Entering Unmasked Estep 
Score: -11782560.000000 Penalty: 3812.418213
	Iteration 34Q: 3 clusters Score -1.178256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 97857 members 
Entering Unmasked Estep 
Score: -11782560.000000 Penalty: 3812.418213
	Iteration 35F: 3 clusters Score -1.178256e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (27276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Entering Unmasked Estep 
Score: -2257209.000000 Penalty: 1659.736328
	Iteration 0F: 2 clusters Score -2257209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -2238753.000000 Penalty: 3319.472656
	Iteration 0F: 3 clusters Score -2238753 nChanged 12606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2246084.000000 Penalty: 3319.472656
	Iteration 1F: 3 clusters Score -2246084 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2246941.750000 Penalty: 3319.472656
	Iteration 2F: 3 clusters Score -2246942 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2248065.250000 Penalty: 3319.472656
	Iteration 3F: 3 clusters Score -2248065 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2249447.750000 Penalty: 3319.472656
	Iteration 4F: 3 clusters Score -2249448 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -2250854.750000 Penalty: 3319.472656
	Iteration 5F: 3 clusters Score -2250855 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2252067.750000 Penalty: 3319.472656
	Iteration 6F: 3 clusters Score -2252068 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2253046.250000 Penalty: 3319.472656
	Iteration 7F: 3 clusters Score -2253046 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2253749.750000 Penalty: 3319.472656
	Iteration 8Q: 3 clusters Score -2253750 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2254248.250000 Penalty: 3319.472656
	Iteration 9Q: 3 clusters Score -2254248 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -2254607.750000 Penalty: 3319.472656
	Iteration 10Q: 3 clusters Score -2254608 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -2254894.000000 Penalty: 3319.472656
	Iteration 11Q: 3 clusters Score -2254894 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -2255081.500000 Penalty: 3319.472656
	Iteration 12Q: 3 clusters Score -2255082 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -2255272.250000 Penalty: 3319.472656
	Iteration 13Q: 3 clusters Score -2255272 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -2255440.500000 Penalty: 3319.472656
	Iteration 14Q: 3 clusters Score -2255440 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -2255590.250000 Penalty: 3319.472656
	Iteration 15Q: 3 clusters Score -2255590 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -2255733.250000 Penalty: 3319.472656
	Iteration 16Q: 3 clusters Score -2255733 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2255851.500000 Penalty: 3319.472656
	Iteration 17Q: 3 clusters Score -2255852 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2255950.000000 Penalty: 3319.472656
	Iteration 18Q: 3 clusters Score -2255950 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -2256052.000000 Penalty: 3319.472656
	Iteration 19Q: 3 clusters Score -2256052 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2256118.500000 Penalty: 3319.472656
	Iteration 20F: 3 clusters Score -2256118 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2256193.000000 Penalty: 3319.472656
	Iteration 21Q: 3 clusters Score -2256193 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2256270.250000 Penalty: 3319.472656
	Iteration 22Q: 3 clusters Score -2256270 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -2256344.750000 Penalty: 3319.472656
	Iteration 23Q: 3 clusters Score -2256345 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2256400.750000 Penalty: 3319.472656
	Iteration 24Q: 3 clusters Score -2256401 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2256452.000000 Penalty: 3319.472656
	Iteration 25Q: 3 clusters Score -2256452 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2256502.750000 Penalty: 3319.472656
	Iteration 26Q: 3 clusters Score -2256503 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2256519.250000 Penalty: 3319.472656
	Iteration 27Q: 3 clusters Score -2256519 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2256541.500000 Penalty: 3319.472656
	Iteration 28Q: 3 clusters Score -2256542 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2256552.000000 Penalty: 3319.472656
	Iteration 29Q: 3 clusters Score -2256552 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2256574.750000 Penalty: 3319.472656
	Iteration 30Q: 3 clusters Score -2256575 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2256600.250000 Penalty: 3319.472656
	Iteration 31Q: 3 clusters Score -2256600 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2256609.500000 Penalty: 3319.472656
	Iteration 32Q: 3 clusters Score -2256610 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2256612.500000 Penalty: 3319.472656
	Iteration 33Q: 3 clusters Score -2256612 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2256620.000000 Penalty: 3319.472656
	Iteration 34Q: 3 clusters Score -2256620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2256624.750000 Penalty: 3319.472656
	Iteration 35Q: 3 clusters Score -2256625 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2256629.500000 Penalty: 3319.472656
	Iteration 36Q: 3 clusters Score -2256630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2256629.250000 Penalty: 3319.472656
	Iteration 37Q: 3 clusters Score -2256629 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2256635.250000 Penalty: 3319.472656
	Iteration 38Q: 3 clusters Score -2256635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2256639.500000 Penalty: 3319.472656
	Iteration 39Q: 3 clusters Score -2256640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2256641.250000 Penalty: 3319.472656
	Iteration 40F: 3 clusters Score -2256641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2256641.750000 Penalty: 3319.472656
	Iteration 41Q: 3 clusters Score -2256642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2256644.000000 Penalty: 3319.472656
	Iteration 42Q: 3 clusters Score -2256644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2256649.500000 Penalty: 3319.472656
	Iteration 43Q: 3 clusters Score -2256650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2256649.500000 Penalty: 3319.472656
	Iteration 44Q: 3 clusters Score -2256650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2256651.250000 Penalty: 3319.472656
	Iteration 45Q: 3 clusters Score -2256651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2256649.500000 Penalty: 3319.472656
	Iteration 46Q: 3 clusters Score -2256650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2256651.250000 Penalty: 3319.472656
	Iteration 47Q: 3 clusters Score -2256651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2256652.500000 Penalty: 3319.472656
	Iteration 48Q: 3 clusters Score -2256652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2256653.000000 Penalty: 3319.472656
	Iteration 49Q: 3 clusters Score -2256653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2256655.500000 Penalty: 3319.472656
	Iteration 50Q: 3 clusters Score -2256656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2256661.250000 Penalty: 3319.472656
	Iteration 51Q: 3 clusters Score -2256661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2256661.750000 Penalty: 3319.472656
	Iteration 52Q: 3 clusters Score -2256662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2256665.500000 Penalty: 3319.472656
	Iteration 53Q: 3 clusters Score -2256666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2256668.250000 Penalty: 3319.472656
	Iteration 54Q: 3 clusters Score -2256668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2256666.000000 Penalty: 3319.472656
	Iteration 55Q: 3 clusters Score -2256666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2256674.750000 Penalty: 3319.472656
	Iteration 56Q: 3 clusters Score -2256675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2256675.750000 Penalty: 3319.472656
	Iteration 57Q: 3 clusters Score -2256676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2256680.000000 Penalty: 3319.472656
	Iteration 58Q: 3 clusters Score -2256680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2256679.000000 Penalty: 3319.472656
	Iteration 59Q: 3 clusters Score -2256679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2256680.500000 Penalty: 3319.472656
	Iteration 60F: 3 clusters Score -2256680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2256682.750000 Penalty: 3319.472656
	Iteration 61Q: 3 clusters Score -2256683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2256683.750000 Penalty: 3319.472656
	Iteration 62Q: 3 clusters Score -2256684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2256687.000000 Penalty: 3319.472656
	Iteration 63Q: 3 clusters Score -2256687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2256690.000000 Penalty: 3319.472656
	Iteration 64Q: 3 clusters Score -2256690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2256688.750000 Penalty: 3319.472656
	Iteration 65Q: 3 clusters Score -2256689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2256690.750000 Penalty: 3319.472656
	Iteration 66Q: 3 clusters Score -2256691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2256693.250000 Penalty: 3319.472656
	Iteration 67Q: 3 clusters Score -2256693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2256695.250000 Penalty: 3319.472656
	Iteration 68Q: 3 clusters Score -2256695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2256697.750000 Penalty: 3319.472656
	Iteration 69Q: 3 clusters Score -2256698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2256694.500000 Penalty: 3319.472656
	Iteration 70Q: 3 clusters Score -2256694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2256695.250000 Penalty: 3319.472656
	Iteration 71Q: 3 clusters Score -2256695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2256695.500000 Penalty: 3319.472656
	Iteration 72Q: 3 clusters Score -2256696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2256698.500000 Penalty: 3319.472656
	Iteration 73Q: 3 clusters Score -2256698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2256701.250000 Penalty: 3319.472656
	Iteration 74Q: 3 clusters Score -2256701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2256705.500000 Penalty: 3319.472656
	Iteration 75Q: 3 clusters Score -2256706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2256707.000000 Penalty: 3319.472656
	Iteration 76Q: 3 clusters Score -2256707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2256705.000000 Penalty: 3319.472656
	Iteration 77Q: 3 clusters Score -2256705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2256711.250000 Penalty: 3319.472656
	Iteration 78Q: 3 clusters Score -2256711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2256712.000000 Penalty: 3319.472656
	Iteration 79Q: 3 clusters Score -2256712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2256712.500000 Penalty: 3319.472656
	Iteration 80F: 3 clusters Score -2256712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2256712.250000 Penalty: 3319.472656
	Iteration 81Q: 3 clusters Score -2256712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2256716.250000 Penalty: 3319.472656
	Iteration 82Q: 3 clusters Score -2256716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2256721.500000 Penalty: 3319.472656
	Iteration 83Q: 3 clusters Score -2256722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2256719.250000 Penalty: 3319.472656
	Iteration 84Q: 3 clusters Score -2256719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2256721.500000 Penalty: 3319.472656
	Iteration 85Q: 3 clusters Score -2256722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2256723.500000 Penalty: 3319.472656
	Iteration 86Q: 3 clusters Score -2256724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2256725.000000 Penalty: 3319.472656
	Iteration 87Q: 3 clusters Score -2256725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2256725.250000 Penalty: 3319.472656
	Iteration 88Q: 3 clusters Score -2256725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2256726.500000 Penalty: 3319.472656
	Iteration 89Q: 3 clusters Score -2256726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2256727.750000 Penalty: 3319.472656
	Iteration 90Q: 3 clusters Score -2256728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2256727.750000 Penalty: 3319.472656
	Iteration 91F: 3 clusters Score -2256728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (63575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63575 members 
Entering Unmasked Estep 
Score: -5888354.500000 Penalty: 1797.246094
	Iteration 0F: 2 clusters Score -5888354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -5845848.500000 Penalty: 3594.492188
	Iteration 0F: 3 clusters Score -5845848 nChanged 30126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -5862894.000000 Penalty: 3594.492188
	Iteration 1F: 3 clusters Score -5862894 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -5863531.500000 Penalty: 3594.492188
	Iteration 2Q: 3 clusters Score -5863532 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -5864374.500000 Penalty: 3594.492188
	Iteration 3Q: 3 clusters Score -5864374 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -5865722.000000 Penalty: 3594.492188
	Iteration 4Q: 3 clusters Score -5865722 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -5867926.000000 Penalty: 3594.492188
	Iteration 5F: 3 clusters Score -5867926 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47027 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -5871534.500000 Penalty: 3594.492188
	Iteration 6F: 3 clusters Score -5871534 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52289 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -5876270.000000 Penalty: 3594.492188
	Iteration 7F: 3 clusters Score -5876270 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57035 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -5880907.000000 Penalty: 3594.492188
	Iteration 8F: 3 clusters Score -5880907 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60256 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -5884049.000000 Penalty: 3594.492188
	Iteration 9F: 3 clusters Score -5884049 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61900 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -5885672.000000 Penalty: 3594.492188
	Iteration 10Q: 3 clusters Score -5885672 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62584 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -5886312.500000 Penalty: 3594.492188
	Iteration 11Q: 3 clusters Score -5886312 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62821 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5886560.500000 Penalty: 3594.492188
	Iteration 12Q: 3 clusters Score -5886560 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62929 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5886676.000000 Penalty: 3594.492188
	Iteration 13Q: 3 clusters Score -5886676 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62988 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5886761.500000 Penalty: 3594.492188
	Iteration 14Q: 3 clusters Score -5886762 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63023 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5886812.000000 Penalty: 3594.492188
	Iteration 15Q: 3 clusters Score -5886812 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63040 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5886840.500000 Penalty: 3594.492188
	Iteration 16Q: 3 clusters Score -5886840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63051 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5886857.500000 Penalty: 3594.492188
	Iteration 17Q: 3 clusters Score -5886858 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63060 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5886882.000000 Penalty: 3594.492188
	Iteration 18Q: 3 clusters Score -5886882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63072 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5886906.000000 Penalty: 3594.492188
	Iteration 19Q: 3 clusters Score -5886906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63077 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5886910.500000 Penalty: 3594.492188
	Iteration 20F: 3 clusters Score -5886910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63080 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5886918.500000 Penalty: 3594.492188
	Iteration 21Q: 3 clusters Score -5886918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63080 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5886926.000000 Penalty: 3594.492188
	Iteration 22Q: 3 clusters Score -5886926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63079 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5886928.500000 Penalty: 3594.492188
	Iteration 23Q: 3 clusters Score -5886928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63083 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5886932.000000 Penalty: 3594.492188
	Iteration 24Q: 3 clusters Score -5886932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63087 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5886941.000000 Penalty: 3594.492188
	Iteration 25Q: 3 clusters Score -5886941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63088 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5886935.500000 Penalty: 3594.492188
	Iteration 26Q: 3 clusters Score -5886936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63090 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5886937.000000 Penalty: 3594.492188
	Iteration 27Q: 3 clusters Score -5886937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63093 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5886938.000000 Penalty: 3594.492188
	Iteration 28Q: 3 clusters Score -5886938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63095 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5886937.500000 Penalty: 3594.492188
	Iteration 29Q: 3 clusters Score -5886938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63096 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5886941.500000 Penalty: 3594.492188
	Iteration 30Q: 3 clusters Score -5886942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63097 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5886943.000000 Penalty: 3594.492188
	Iteration 31Q: 3 clusters Score -5886943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63097 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5886943.000000 Penalty: 3594.492188
	Iteration 32F: 3 clusters Score -5886943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Entering Unmasked Estep 
Score: -1366137.375000 Penalty: 1565.871338
	Iteration 0F: 2 clusters Score -1366137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1355615.625000 Penalty: 3131.742676
	Iteration 0F: 3 clusters Score -1355616 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1359355.375000 Penalty: 3131.742676
	Iteration 1F: 3 clusters Score -1359355 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1359778.500000 Penalty: 3131.742676
	Iteration 2F: 3 clusters Score -1359778 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1360254.250000 Penalty: 3131.742676
	Iteration 3F: 3 clusters Score -1360254 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1360819.250000 Penalty: 3131.742676
	Iteration 4F: 3 clusters Score -1360819 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1361360.375000 Penalty: 3131.742676
	Iteration 5F: 3 clusters Score -1361360 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1361839.250000 Penalty: 3131.742676
	Iteration 6F: 3 clusters Score -1361839 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1362303.500000 Penalty: 3131.742676
	Iteration 7Q: 3 clusters Score -1362304 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1362757.750000 Penalty: 3131.742676
	Iteration 8Q: 3 clusters Score -1362758 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1363145.125000 Penalty: 3131.742676
	Iteration 9Q: 3 clusters Score -1363145 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1363473.375000 Penalty: 3131.742676
	Iteration 10Q: 3 clusters Score -1363473 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1363809.750000 Penalty: 3131.742676
	Iteration 11Q: 3 clusters Score -1363810 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1364093.750000 Penalty: 3131.742676
	Iteration 12Q: 3 clusters Score -1364094 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1364341.875000 Penalty: 3131.742676
	Iteration 13Q: 3 clusters Score -1364342 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1364547.375000 Penalty: 3131.742676
	Iteration 14Q: 3 clusters Score -1364547 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1364694.625000 Penalty: 3131.742676
	Iteration 15Q: 3 clusters Score -1364695 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1364783.375000 Penalty: 3131.742676
	Iteration 16Q: 3 clusters Score -1364783 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1364825.375000 Penalty: 3131.742676
	Iteration 17Q: 3 clusters Score -1364825 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1364862.125000 Penalty: 3131.742676
	Iteration 18Q: 3 clusters Score -1364862 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1364886.125000 Penalty: 3131.742676
	Iteration 19Q: 3 clusters Score -1364886 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1364906.250000 Penalty: 3131.742676
	Iteration 20F: 3 clusters Score -1364906 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1364920.125000 Penalty: 3131.742676
	Iteration 21Q: 3 clusters Score -1364920 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1364929.750000 Penalty: 3131.742676
	Iteration 22Q: 3 clusters Score -1364930 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1364933.250000 Penalty: 3131.742676
	Iteration 23Q: 3 clusters Score -1364933 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1364937.750000 Penalty: 3131.742676
	Iteration 24Q: 3 clusters Score -1364938 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1364953.125000 Penalty: 3131.742676
	Iteration 25Q: 3 clusters Score -1364953 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1364960.750000 Penalty: 3131.742676
	Iteration 26Q: 3 clusters Score -1364961 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1364968.125000 Penalty: 3131.742676
	Iteration 27Q: 3 clusters Score -1364968 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1364967.875000 Penalty: 3131.742676
	Iteration 28Q: 3 clusters Score -1364968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1364970.625000 Penalty: 3131.742676
	Iteration 29Q: 3 clusters Score -1364971 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1364976.500000 Penalty: 3131.742676
	Iteration 30Q: 3 clusters Score -1364976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1364974.625000 Penalty: 3131.742676
	Iteration 31Q: 3 clusters Score -1364975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1364980.875000 Penalty: 3131.742676
	Iteration 32Q: 3 clusters Score -1364981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1364978.875000 Penalty: 3131.742676
	Iteration 33Q: 3 clusters Score -1364979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1364978.250000 Penalty: 3131.742676
	Iteration 34Q: 3 clusters Score -1364978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1364985.375000 Penalty: 3131.742676
	Iteration 35Q: 3 clusters Score -1364985 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1364992.000000 Penalty: 3131.742676
	Iteration 36Q: 3 clusters Score -1364992 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1364997.875000 Penalty: 3131.742676
	Iteration 37Q: 3 clusters Score -1364998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1365001.000000 Penalty: 3131.742676
	Iteration 38Q: 3 clusters Score -1365001 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1365001.125000 Penalty: 3131.742676
	Iteration 39Q: 3 clusters Score -1365001 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1365003.875000 Penalty: 3131.742676
	Iteration 40F: 3 clusters Score -1365004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1365007.250000 Penalty: 3131.742676
	Iteration 41Q: 3 clusters Score -1365007 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1365008.750000 Penalty: 3131.742676
	Iteration 42Q: 3 clusters Score -1365009 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1365008.375000 Penalty: 3131.742676
	Iteration 43Q: 3 clusters Score -1365008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1365008.875000 Penalty: 3131.742676
	Iteration 44Q: 3 clusters Score -1365009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1365013.125000 Penalty: 3131.742676
	Iteration 45Q: 3 clusters Score -1365013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1365014.625000 Penalty: 3131.742676
	Iteration 46Q: 3 clusters Score -1365015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1365017.000000 Penalty: 3131.742676
	Iteration 47Q: 3 clusters Score -1365017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1365021.000000 Penalty: 3131.742676
	Iteration 48Q: 3 clusters Score -1365021 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1365020.250000 Penalty: 3131.742676
	Iteration 49Q: 3 clusters Score -1365020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1365019.875000 Penalty: 3131.742676
	Iteration 50Q: 3 clusters Score -1365020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1365022.250000 Penalty: 3131.742676
	Iteration 51Q: 3 clusters Score -1365022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1365023.250000 Penalty: 3131.742676
	Iteration 52Q: 3 clusters Score -1365023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1365022.750000 Penalty: 3131.742676
	Iteration 53Q: 3 clusters Score -1365023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1365028.125000 Penalty: 3131.742676
	Iteration 54Q: 3 clusters Score -1365028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1365026.625000 Penalty: 3131.742676
	Iteration 55Q: 3 clusters Score -1365027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1365028.750000 Penalty: 3131.742676
	Iteration 56Q: 3 clusters Score -1365029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1365030.875000 Penalty: 3131.742676
	Iteration 57Q: 3 clusters Score -1365031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1365035.250000 Penalty: 3131.742676
	Iteration 58Q: 3 clusters Score -1365035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1365034.875000 Penalty: 3131.742676
	Iteration 59Q: 3 clusters Score -1365035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1365034.750000 Penalty: 3131.742676
	Iteration 60F: 3 clusters Score -1365035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1365034.000000 Penalty: 3131.742676
	Iteration 61Q: 3 clusters Score -1365034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1365032.500000 Penalty: 3131.742676
	Iteration 62Q: 3 clusters Score -1365032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1365035.750000 Penalty: 3131.742676
	Iteration 63Q: 3 clusters Score -1365036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1365032.250000 Penalty: 3131.742676
	Iteration 64Q: 3 clusters Score -1365032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1365034.000000 Penalty: 3131.742676
	Iteration 65Q: 3 clusters Score -1365034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1365036.750000 Penalty: 3131.742676
	Iteration 66Q: 3 clusters Score -1365037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1365039.250000 Penalty: 3131.742676
	Iteration 67Q: 3 clusters Score -1365039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1365039.000000 Penalty: 3131.742676
	Iteration 68Q: 3 clusters Score -1365039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1365040.375000 Penalty: 3131.742676
	Iteration 69Q: 3 clusters Score -1365040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1365038.375000 Penalty: 3131.742676
	Iteration 70Q: 3 clusters Score -1365038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1365038.125000 Penalty: 3131.742676
	Iteration 71Q: 3 clusters Score -1365038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1365039.250000 Penalty: 3131.742676
	Iteration 72Q: 3 clusters Score -1365039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1365042.375000 Penalty: 3131.742676
	Iteration 73Q: 3 clusters Score -1365042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1365044.500000 Penalty: 3131.742676
	Iteration 74Q: 3 clusters Score -1365044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1365043.375000 Penalty: 3131.742676
	Iteration 75Q: 3 clusters Score -1365043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1365043.250000 Penalty: 3131.742676
	Iteration 76Q: 3 clusters Score -1365043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1365042.500000 Penalty: 3131.742676
	Iteration 77Q: 3 clusters Score -1365042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1365044.625000 Penalty: 3131.742676
	Iteration 78Q: 3 clusters Score -1365045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1365046.375000 Penalty: 3131.742676
	Iteration 79Q: 3 clusters Score -1365046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1365044.750000 Penalty: 3131.742676
	Iteration 80F: 3 clusters Score -1365045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1365043.875000 Penalty: 3131.742676
	Iteration 81Q: 3 clusters Score -1365044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1365043.250000 Penalty: 3131.742676
	Iteration 82Q: 3 clusters Score -1365043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1365044.000000 Penalty: 3131.742676
	Iteration 83Q: 3 clusters Score -1365044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1365045.625000 Penalty: 3131.742676
	Iteration 84Q: 3 clusters Score -1365046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1365045.250000 Penalty: 3131.742676
	Iteration 85Q: 3 clusters Score -1365045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1365044.375000 Penalty: 3131.742676
	Iteration 86Q: 3 clusters Score -1365044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1365044.750000 Penalty: 3131.742676
	Iteration 87Q: 3 clusters Score -1365045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1365044.750000 Penalty: 3131.742676
	Iteration 88F: 3 clusters Score -1365045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Entering Unmasked Estep 
Score: -306466.875000 Penalty: 1327.148682
	Iteration 0F: 2 clusters Score -306466.9 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 1735 members 
Entering Unmasked Estep 
Score: -303411.500000 Penalty: 2654.297363
	Iteration 0F: 3 clusters Score -303411.5 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -304300.531250 Penalty: 2654.297363
	Iteration 1F: 3 clusters Score -304300.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -304615.250000 Penalty: 2654.297363
	Iteration 2F: 3 clusters Score -304615.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -304862.343750 Penalty: 2654.297363
	Iteration 3F: 3 clusters Score -304862.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -305047.781250 Penalty: 2654.297363
	Iteration 4F: 3 clusters Score -305047.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -305194.843750 Penalty: 2654.297363
	Iteration 5F: 3 clusters Score -305194.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -305340.687500 Penalty: 2654.297363
	Iteration 6Q: 3 clusters Score -305340.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -305455.781250 Penalty: 2654.297363
	Iteration 7Q: 3 clusters Score -305455.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -305531.218750 Penalty: 2654.297363
	Iteration 8Q: 3 clusters Score -305531.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -305585.750000 Penalty: 2654.297363
	Iteration 9Q: 3 clusters Score -305585.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -305627.281250 Penalty: 2654.297363
	Iteration 10Q: 3 clusters Score -305627.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -305660.437500 Penalty: 2654.297363
	Iteration 11Q: 3 clusters Score -305660.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -305685.500000 Penalty: 2654.297363
	Iteration 12Q: 3 clusters Score -305685.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -305703.218750 Penalty: 2654.297363
	Iteration 13Q: 3 clusters Score -305703.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -305715.812500 Penalty: 2654.297363
	Iteration 14Q: 3 clusters Score -305715.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -305730.406250 Penalty: 2654.297363
	Iteration 15Q: 3 clusters Score -305730.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -305738.843750 Penalty: 2654.297363
	Iteration 16Q: 3 clusters Score -305738.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -305744.062500 Penalty: 2654.297363
	Iteration 17Q: 3 clusters Score -305744.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -305746.531250 Penalty: 2654.297363
	Iteration 18Q: 3 clusters Score -305746.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -305750.875000 Penalty: 2654.297363
	Iteration 19Q: 3 clusters Score -305750.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -305753.468750 Penalty: 2654.297363
	Iteration 20F: 3 clusters Score -305753.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -305755.312500 Penalty: 2654.297363
	Iteration 21Q: 3 clusters Score -305755.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -305756.781250 Penalty: 2654.297363
	Iteration 22Q: 3 clusters Score -305756.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -305765.062500 Penalty: 2654.297363
	Iteration 23Q: 3 clusters Score -305765.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -305778.531250 Penalty: 2654.297363
	Iteration 24Q: 3 clusters Score -305778.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -305785.250000 Penalty: 2654.297363
	Iteration 25Q: 3 clusters Score -305785.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -305791.187500 Penalty: 2654.297363
	Iteration 26Q: 3 clusters Score -305791.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -305794.093750 Penalty: 2654.297363
	Iteration 27Q: 3 clusters Score -305794.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -305796.218750 Penalty: 2654.297363
	Iteration 28Q: 3 clusters Score -305796.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -305797.500000 Penalty: 2654.297363
	Iteration 29Q: 3 clusters Score -305797.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -305798.250000 Penalty: 2654.297363
	Iteration 30Q: 3 clusters Score -305798.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -305800.437500 Penalty: 2654.297363
	Iteration 31Q: 3 clusters Score -305800.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -305801.062500 Penalty: 2654.297363
	Iteration 32Q: 3 clusters Score -305801.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -305802.031250 Penalty: 2654.297363
	Iteration 33Q: 3 clusters Score -305802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -305803.093750 Penalty: 2654.297363
	Iteration 34Q: 3 clusters Score -305803.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -305803.812500 Penalty: 2654.297363
	Iteration 35Q: 3 clusters Score -305803.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -305803.812500 Penalty: 2654.297363
	Iteration 36F: 3 clusters Score -305803.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (59731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59731 members 
Entering Unmasked Estep 
Score: -5502876.000000 Penalty: 1787.110962
	Iteration 0F: 2 clusters Score -5502876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -5463159.500000 Penalty: 3574.221924
	Iteration 0F: 3 clusters Score -5463160 nChanged 28056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -5479316.500000 Penalty: 3574.221924
	Iteration 1F: 3 clusters Score -5479316 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -5479922.500000 Penalty: 3574.221924
	Iteration 2Q: 3 clusters Score -5479922 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -5480651.500000 Penalty: 3574.221924
	Iteration 3Q: 3 clusters Score -5480652 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -5481748.500000 Penalty: 3574.221924
	Iteration 4Q: 3 clusters Score -5481748 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -5483457.500000 Penalty: 3574.221924
	Iteration 5F: 3 clusters Score -5483458 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -5486194.000000 Penalty: 3574.221924
	Iteration 6F: 3 clusters Score -5486194 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -5490248.500000 Penalty: 3574.221924
	Iteration 7F: 3 clusters Score -5490248 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52789 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -5494864.000000 Penalty: 3574.221924
	Iteration 8F: 3 clusters Score -5494864 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56469 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -5498364.500000 Penalty: 3574.221924
	Iteration 9F: 3 clusters Score -5498364 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58442 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -5500164.000000 Penalty: 3574.221924
	Iteration 10Q: 3 clusters Score -5500164 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59228 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5500861.500000 Penalty: 3574.221924
	Iteration 11Q: 3 clusters Score -5500862 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59466 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5501103.000000 Penalty: 3574.221924
	Iteration 12Q: 3 clusters Score -5501103 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59528 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -5501192.500000 Penalty: 3574.221924
	Iteration 13Q: 3 clusters Score -5501192 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59552 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5501240.000000 Penalty: 3574.221924
	Iteration 14Q: 3 clusters Score -5501240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59560 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -5501258.500000 Penalty: 3574.221924
	Iteration 15Q: 3 clusters Score -5501258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59569 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -5501272.000000 Penalty: 3574.221924
	Iteration 16Q: 3 clusters Score -5501272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59575 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -5501278.000000 Penalty: 3574.221924
	Iteration 17Q: 3 clusters Score -5501278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59574 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -5501278.000000 Penalty: 3574.221924
	Iteration 18Q: 3 clusters Score -5501278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59574 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -5501278.000000 Penalty: 3574.221924
	Iteration 19F: 3 clusters Score -5501278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -27632.052734 Penalty: 937.352173
	Iteration 0F: 2 clusters Score -27632.05 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 162 members 
Entering Unmasked Estep 
Score: -26757.992188 Penalty: 1874.704346
	Iteration 0F: 3 clusters Score -26757.99 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26865.916016 Penalty: 1874.704346
	Iteration 1F: 3 clusters Score -26865.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -26893.443359 Penalty: 1874.704346
	Iteration 2Q: 3 clusters Score -26893.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26905.716797 Penalty: 1874.704346
	Iteration 3Q: 3 clusters Score -26905.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26912.576172 Penalty: 1874.704346
	Iteration 4Q: 3 clusters Score -26912.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26914.683594 Penalty: 1874.704346
	Iteration 5Q: 3 clusters Score -26914.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -26915.839844 Penalty: 1874.704346
	Iteration 6Q: 3 clusters Score -26915.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -26916.498047 Penalty: 1874.704346
	Iteration 7Q: 3 clusters Score -26916.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -26916.498047 Penalty: 1874.704346
	Iteration 8F: 3 clusters Score -26916.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Entering Unmasked Estep 
Score: -92478.117188 Penalty: 1167.255615
	Iteration 0F: 2 clusters Score -92478.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -90866.523438 Penalty: 2334.511230
	Iteration 0F: 3 clusters Score -90866.52 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -91539.484375 Penalty: 2334.511230
	Iteration 1F: 3 clusters Score -91539.48 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -91943.093750 Penalty: 2334.511230
	Iteration 2F: 3 clusters Score -91943.09 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -92132.679688 Penalty: 2334.511230
	Iteration 3F: 3 clusters Score -92132.68 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -92277.039062 Penalty: 2334.511230
	Iteration 4F: 3 clusters Score -92277.04 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -92420.828125 Penalty: 2334.511230
	Iteration 5Q: 3 clusters Score -92420.83 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -92496.382812 Penalty: 2334.511230
	Iteration 6Q: 3 clusters Score -92496.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -92541.468750 Penalty: 2334.511230
	Iteration 7Q: 3 clusters Score -92541.47 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -92582.718750 Penalty: 2334.511230
	Iteration 8Q: 3 clusters Score -92582.72 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -92626.695312 Penalty: 2334.511230
	Iteration 9Q: 3 clusters Score -92626.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -92659.140625 Penalty: 2334.511230
	Iteration 10Q: 3 clusters Score -92659.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -92683.109375 Penalty: 2334.511230
	Iteration 11Q: 3 clusters Score -92683.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -92695.960938 Penalty: 2334.511230
	Iteration 12Q: 3 clusters Score -92695.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -92706.851562 Penalty: 2334.511230
	Iteration 13Q: 3 clusters Score -92706.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -92711.375000 Penalty: 2334.511230
	Iteration 14Q: 3 clusters Score -92711.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -92716.023438 Penalty: 2334.511230
	Iteration 15Q: 3 clusters Score -92716.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -92719.781250 Penalty: 2334.511230
	Iteration 16Q: 3 clusters Score -92719.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -92725.500000 Penalty: 2334.511230
	Iteration 17Q: 3 clusters Score -92725.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -92741.984375 Penalty: 2334.511230
	Iteration 18Q: 3 clusters Score -92741.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -92747.257812 Penalty: 2334.511230
	Iteration 19Q: 3 clusters Score -92747.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -92752.039062 Penalty: 2334.511230
	Iteration 20F: 3 clusters Score -92752.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -92755.179688 Penalty: 2334.511230
	Iteration 21Q: 3 clusters Score -92755.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -92764.296875 Penalty: 2334.511230
	Iteration 22Q: 3 clusters Score -92764.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -92775.531250 Penalty: 2334.511230
	Iteration 23Q: 3 clusters Score -92775.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -92782.070312 Penalty: 2334.511230
	Iteration 24Q: 3 clusters Score -92782.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -92783.054688 Penalty: 2334.511230
	Iteration 25Q: 3 clusters Score -92783.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -92785.703125 Penalty: 2334.511230
	Iteration 26Q: 3 clusters Score -92785.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -92789.562500 Penalty: 2334.511230
	Iteration 27Q: 3 clusters Score -92789.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -92796.187500 Penalty: 2334.511230
	Iteration 28Q: 3 clusters Score -92796.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -92802.093750 Penalty: 2334.511230
	Iteration 29Q: 3 clusters Score -92802.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -92806.007812 Penalty: 2334.511230
	Iteration 30Q: 3 clusters Score -92806.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -92809.046875 Penalty: 2334.511230
	Iteration 31Q: 3 clusters Score -92809.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -92809.046875 Penalty: 2334.511230
	Iteration 32F: 3 clusters Score -92809.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27510 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3288 members 
Mstep: Class 6 contains 115364 members 
Mstep: Class 7 contains 124308 members 
Mstep: Class 8 contains 27276 members 
Mstep: Class 9 contains 63575 members 
Mstep: Class 10 contains 15308 members 
Mstep: Class 11 contains 3523 members 
Mstep: Class 12 contains 59731 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 875 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39940 members 
Mstep: Class 17 contains 6288 members 
Mstep: Class 18 contains 59424 members 
Mstep: Class 19 contains 7034 members 
Mstep: Class 20 contains 13052 members 
Mstep: Class 21 contains 13815 members 
Mstep: Class 22 contains 7389 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10477 members 
Mstep: Class 26 contains 18995 members 
Mstep: Class 27 contains 73180 members 
Mstep: Class 28 contains 1317 members 
Mstep: Class 29 contains 1345 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4306 members 
Mstep: Class 33 contains 8123 members 
Mstep: Class 34 contains 1260 members 
Mstep: Class 35 contains 7445 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8986 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 6268 members 
Mstep: Class 41 contains 6835 members 
Mstep: Class 42 contains 2447 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3830 members 
Mstep: Class 46 contains 2133 members 
Mstep: Class 47 contains 41253 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Mstep: Class 50 contains 84595 members 
Mstep: Class 51 contains 442 members 
Entering Unmasked Estep 
Score: -84472656.000000 Penalty: 114143.289062
Splitting cluster 14 changes total score from -84473080.000000 to -84472656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (2084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Entering Unmasked Estep 
Score: -177021.500000 Penalty: 1241.832275
	Iteration 0F: 2 clusters Score -177021.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -174858.328125 Penalty: 2483.664551
	Iteration 0F: 3 clusters Score -174858.3 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -175296.828125 Penalty: 2483.664551
	Iteration 1F: 3 clusters Score -175296.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -175476.562500 Penalty: 2483.664551
	Iteration 2F: 3 clusters Score -175476.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -175611.125000 Penalty: 2483.664551
	Iteration 3F: 3 clusters Score -175611.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -175750.062500 Penalty: 2483.664551
	Iteration 4F: 3 clusters Score -175750.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -175862.750000 Penalty: 2483.664551
	Iteration 5Q: 3 clusters Score -175862.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -175959.640625 Penalty: 2483.664551
	Iteration 6Q: 3 clusters Score -175959.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -176090.875000 Penalty: 2483.664551
	Iteration 7Q: 3 clusters Score -176090.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -176262.562500 Penalty: 2483.664551
	Iteration 8Q: 3 clusters Score -176262.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -176481.843750 Penalty: 2483.664551
	Iteration 9F: 3 clusters Score -176481.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -176609.359375 Penalty: 2483.664551
	Iteration 10Q: 3 clusters Score -176609.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -176683.906250 Penalty: 2483.664551
	Iteration 11Q: 3 clusters Score -176683.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -176735.796875 Penalty: 2483.664551
	Iteration 12Q: 3 clusters Score -176735.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -176783.312500 Penalty: 2483.664551
	Iteration 13Q: 3 clusters Score -176783.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -176819.484375 Penalty: 2483.664551
	Iteration 14Q: 3 clusters Score -176819.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -176838.906250 Penalty: 2483.664551
	Iteration 15Q: 3 clusters Score -176838.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -176848.406250 Penalty: 2483.664551
	Iteration 16Q: 3 clusters Score -176848.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -176856.593750 Penalty: 2483.664551
	Iteration 17Q: 3 clusters Score -176856.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -176867.671875 Penalty: 2483.664551
	Iteration 18Q: 3 clusters Score -176867.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -176877.437500 Penalty: 2483.664551
	Iteration 19Q: 3 clusters Score -176877.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -176879.437500 Penalty: 2483.664551
	Iteration 20F: 3 clusters Score -176879.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -176880.296875 Penalty: 2483.664551
	Iteration 21Q: 3 clusters Score -176880.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -176881.265625 Penalty: 2483.664551
	Iteration 22Q: 3 clusters Score -176881.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -176883.250000 Penalty: 2483.664551
	Iteration 23Q: 3 clusters Score -176883.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -176883.250000 Penalty: 2483.664551
	Iteration 24F: 3 clusters Score -176883.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (39940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39940 members 
Entering Unmasked Estep 
Score: -3641273.500000 Penalty: 1721.709229
	Iteration 0F: 2 clusters Score -3641274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -3614420.250000 Penalty: 3443.418457
	Iteration 0F: 3 clusters Score -3614420 nChanged 18642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -3624959.750000 Penalty: 3443.418457
	Iteration 1F: 3 clusters Score -3624960 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -3625307.750000 Penalty: 3443.418457
	Iteration 2Q: 3 clusters Score -3625308 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -3625682.250000 Penalty: 3443.418457
	Iteration 3Q: 3 clusters Score -3625682 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -3626209.500000 Penalty: 3443.418457
	Iteration 4Q: 3 clusters Score -3626210 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -3627189.000000 Penalty: 3443.418457
	Iteration 5Q: 3 clusters Score -3627189 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -3628903.000000 Penalty: 3443.418457
	Iteration 6F: 3 clusters Score -3628903 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -3631730.750000 Penalty: 3443.418457
	Iteration 7F: 3 clusters Score -3631731 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -3635100.000000 Penalty: 3443.418457
	Iteration 8F: 3 clusters Score -3635100 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -3637572.250000 Penalty: 3443.418457
	Iteration 9F: 3 clusters Score -3637572 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3638833.250000 Penalty: 3443.418457
	Iteration 10Q: 3 clusters Score -3638833 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3639403.000000 Penalty: 3443.418457
	Iteration 11Q: 3 clusters Score -3639403 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3639695.250000 Penalty: 3443.418457
	Iteration 12Q: 3 clusters Score -3639695 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39274 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3639897.000000 Penalty: 3443.418457
	Iteration 13Q: 3 clusters Score -3639897 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3640048.500000 Penalty: 3443.418457
	Iteration 14Q: 3 clusters Score -3640048 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3640137.250000 Penalty: 3443.418457
	Iteration 15Q: 3 clusters Score -3640137 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3640208.750000 Penalty: 3443.418457
	Iteration 16Q: 3 clusters Score -3640209 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3640250.750000 Penalty: 3443.418457
	Iteration 17Q: 3 clusters Score -3640251 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3640266.250000 Penalty: 3443.418457
	Iteration 18Q: 3 clusters Score -3640266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3640294.750000 Penalty: 3443.418457
	Iteration 19Q: 3 clusters Score -3640295 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3640314.250000 Penalty: 3443.418457
	Iteration 20F: 3 clusters Score -3640314 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3640333.750000 Penalty: 3443.418457
	Iteration 21Q: 3 clusters Score -3640334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3640343.750000 Penalty: 3443.418457
	Iteration 22Q: 3 clusters Score -3640344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3640351.500000 Penalty: 3443.418457
	Iteration 23Q: 3 clusters Score -3640352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3640362.750000 Penalty: 3443.418457
	Iteration 24Q: 3 clusters Score -3640363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3640373.250000 Penalty: 3443.418457
	Iteration 25Q: 3 clusters Score -3640373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3640384.250000 Penalty: 3443.418457
	Iteration 26Q: 3 clusters Score -3640384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3640386.750000 Penalty: 3443.418457
	Iteration 27Q: 3 clusters Score -3640387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39045 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3640388.250000 Penalty: 3443.418457
	Iteration 28Q: 3 clusters Score -3640388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3640390.250000 Penalty: 3443.418457
	Iteration 29Q: 3 clusters Score -3640390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3640394.500000 Penalty: 3443.418457
	Iteration 30Q: 3 clusters Score -3640394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3640399.750000 Penalty: 3443.418457
	Iteration 31Q: 3 clusters Score -3640400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3640396.750000 Penalty: 3443.418457
	Iteration 32Q: 3 clusters Score -3640397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3640403.000000 Penalty: 3443.418457
	Iteration 33Q: 3 clusters Score -3640403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3640404.250000 Penalty: 3443.418457
	Iteration 34Q: 3 clusters Score -3640404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3640397.500000 Penalty: 3443.418457
	Iteration 35Q: 3 clusters Score -3640398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3640405.250000 Penalty: 3443.418457
	Iteration 36Q: 3 clusters Score -3640405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3640411.750000 Penalty: 3443.418457
	Iteration 37Q: 3 clusters Score -3640412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3640411.250000 Penalty: 3443.418457
	Iteration 38Q: 3 clusters Score -3640411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3640415.500000 Penalty: 3443.418457
	Iteration 39Q: 3 clusters Score -3640416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3640409.750000 Penalty: 3443.418457
	Iteration 40F: 3 clusters Score -3640410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3640413.250000 Penalty: 3443.418457
	Iteration 41Q: 3 clusters Score -3640413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3640414.000000 Penalty: 3443.418457
	Iteration 42Q: 3 clusters Score -3640414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3640417.750000 Penalty: 3443.418457
	Iteration 43Q: 3 clusters Score -3640418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3640413.000000 Penalty: 3443.418457
	Iteration 44Q: 3 clusters Score -3640413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3640413.750000 Penalty: 3443.418457
	Iteration 45Q: 3 clusters Score -3640414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3640408.500000 Penalty: 3443.418457
	Iteration 46Q: 3 clusters Score -3640408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3640408.500000 Penalty: 3443.418457
	Iteration 47F: 3 clusters Score -3640408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Entering Unmasked Estep 
Score: -566611.937500 Penalty: 1421.289673
	Iteration 0F: 2 clusters Score -566611.9 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 3205 members 
Entering Unmasked Estep 
Score: -561788.125000 Penalty: 2842.579346
	Iteration 0F: 3 clusters Score -561788.1 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -563435.250000 Penalty: 2842.579346
	Iteration 1F: 3 clusters Score -563435.2 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -564077.375000 Penalty: 2842.579346
	Iteration 2F: 3 clusters Score -564077.4 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -564858.125000 Penalty: 2842.579346
	Iteration 3F: 3 clusters Score -564858.1 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -565612.000000 Penalty: 2842.579346
	Iteration 4F: 3 clusters Score -565612 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -566101.125000 Penalty: 2842.579346
	Iteration 5F: 3 clusters Score -566101.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -566324.125000 Penalty: 2842.579346
	Iteration 6Q: 3 clusters Score -566324.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -566437.187500 Penalty: 2842.579346
	Iteration 7Q: 3 clusters Score -566437.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -566537.062500 Penalty: 2842.579346
	Iteration 8Q: 3 clusters Score -566537.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -566644.000000 Penalty: 2842.579346
	Iteration 9Q: 3 clusters Score -566644 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -566689.250000 Penalty: 2842.579346
	Iteration 10Q: 3 clusters Score -566689.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -566709.437500 Penalty: 2842.579346
	Iteration 11Q: 3 clusters Score -566709.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -566722.062500 Penalty: 2842.579346
	Iteration 12Q: 3 clusters Score -566722.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -566728.500000 Penalty: 2842.579346
	Iteration 13Q: 3 clusters Score -566728.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -566730.812500 Penalty: 2842.579346
	Iteration 14Q: 3 clusters Score -566730.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -566734.500000 Penalty: 2842.579346
	Iteration 15Q: 3 clusters Score -566734.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -566737.437500 Penalty: 2842.579346
	Iteration 16Q: 3 clusters Score -566737.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -566741.125000 Penalty: 2842.579346
	Iteration 17Q: 3 clusters Score -566741.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -566743.687500 Penalty: 2842.579346
	Iteration 18Q: 3 clusters Score -566743.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -566746.500000 Penalty: 2842.579346
	Iteration 19Q: 3 clusters Score -566746.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -566750.937500 Penalty: 2842.579346
	Iteration 20F: 3 clusters Score -566750.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -566753.312500 Penalty: 2842.579346
	Iteration 21Q: 3 clusters Score -566753.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -566755.937500 Penalty: 2842.579346
	Iteration 22Q: 3 clusters Score -566755.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -566757.250000 Penalty: 2842.579346
	Iteration 23Q: 3 clusters Score -566757.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -566758.687500 Penalty: 2842.579346
	Iteration 24Q: 3 clusters Score -566758.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -566759.375000 Penalty: 2842.579346
	Iteration 25Q: 3 clusters Score -566759.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -566761.625000 Penalty: 2842.579346
	Iteration 26Q: 3 clusters Score -566761.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -566765.000000 Penalty: 2842.579346
	Iteration 27Q: 3 clusters Score -566765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -566765.687500 Penalty: 2842.579346
	Iteration 28Q: 3 clusters Score -566765.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -566764.812500 Penalty: 2842.579346
	Iteration 29Q: 3 clusters Score -566764.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -566765.875000 Penalty: 2842.579346
	Iteration 30Q: 3 clusters Score -566765.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -566765.875000 Penalty: 2842.579346
	Iteration 31F: 3 clusters Score -566765.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27510 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3288 members 
Mstep: Class 6 contains 115364 members 
Mstep: Class 7 contains 124308 members 
Mstep: Class 8 contains 27276 members 
Mstep: Class 9 contains 63575 members 
Mstep: Class 10 contains 15308 members 
Mstep: Class 11 contains 3523 members 
Mstep: Class 12 contains 59731 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39940 members 
Mstep: Class 17 contains 1321 members 
Mstep: Class 18 contains 59424 members 
Mstep: Class 19 contains 7034 members 
Mstep: Class 20 contains 13052 members 
Mstep: Class 21 contains 13815 members 
Mstep: Class 22 contains 7389 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10477 members 
Mstep: Class 26 contains 18995 members 
Mstep: Class 27 contains 73180 members 
Mstep: Class 28 contains 1317 members 
Mstep: Class 29 contains 1345 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4306 members 
Mstep: Class 33 contains 8123 members 
Mstep: Class 34 contains 1260 members 
Mstep: Class 35 contains 7445 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8986 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 6268 members 
Mstep: Class 41 contains 6835 members 
Mstep: Class 42 contains 2447 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3830 members 
Mstep: Class 46 contains 2133 members 
Mstep: Class 47 contains 41253 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Mstep: Class 50 contains 84595 members 
Mstep: Class 51 contains 4967 members 
Entering Unmasked Estep 
Score: -84472784.000000 Penalty: 114143.289062
Splitting cluster 17 changes total score from -84473080.000000 to -84472784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (59424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59424 members 
Entering Unmasked Estep 
Score: -5459112.500000 Penalty: 1786.273682
	Iteration 0F: 2 clusters Score -5459112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -5419395.000000 Penalty: 3572.547363
	Iteration 0F: 3 clusters Score -5419395 nChanged 28055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -5435321.000000 Penalty: 3572.547363
	Iteration 1F: 3 clusters Score -5435321 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -5435739.000000 Penalty: 3572.547363
	Iteration 2Q: 3 clusters Score -5435739 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -5436157.500000 Penalty: 3572.547363
	Iteration 3Q: 3 clusters Score -5436158 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -5436689.000000 Penalty: 3572.547363
	Iteration 4Q: 3 clusters Score -5436689 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -5437465.500000 Penalty: 3572.547363
	Iteration 5Q: 3 clusters Score -5437466 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 36289 members 
Entering Unmasked Estep 
Score: -5438561.000000 Penalty: 3572.547363
	Iteration 6Q: 3 clusters Score -5438561 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -5440405.500000 Penalty: 3572.547363
	Iteration 7F: 3 clusters Score -5440406 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -5443176.000000 Penalty: 3572.547363
	Iteration 8F: 3 clusters Score -5443176 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 47573 members 
Entering Unmasked Estep 
Score: -5446990.000000 Penalty: 3572.547363
	Iteration 9F: 3 clusters Score -5446990 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 52100 members 
Entering Unmasked Estep 
Score: -5451021.500000 Penalty: 3572.547363
	Iteration 10F: 3 clusters Score -5451022 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 55648 members 
Entering Unmasked Estep 
Score: -5454242.500000 Penalty: 3572.547363
	Iteration 11F: 3 clusters Score -5454242 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 57768 members 
Entering Unmasked Estep 
Score: -5456113.500000 Penalty: 3572.547363
	Iteration 12Q: 3 clusters Score -5456114 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 58676 members 
Entering Unmasked Estep 
Score: -5456937.500000 Penalty: 3572.547363
	Iteration 13Q: 3 clusters Score -5456938 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 59024 members 
Entering Unmasked Estep 
Score: -5457246.500000 Penalty: 3572.547363
	Iteration 14Q: 3 clusters Score -5457246 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 59154 members 
Entering Unmasked Estep 
Score: -5457403.500000 Penalty: 3572.547363
	Iteration 15Q: 3 clusters Score -5457404 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 59211 members 
Entering Unmasked Estep 
Score: -5457462.000000 Penalty: 3572.547363
	Iteration 16Q: 3 clusters Score -5457462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 59235 members 
Entering Unmasked Estep 
Score: -5457494.500000 Penalty: 3572.547363
	Iteration 17Q: 3 clusters Score -5457494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 59242 members 
Entering Unmasked Estep 
Score: -5457514.000000 Penalty: 3572.547363
	Iteration 18Q: 3 clusters Score -5457514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 59248 members 
Entering Unmasked Estep 
Score: -5457524.000000 Penalty: 3572.547363
	Iteration 19Q: 3 clusters Score -5457524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 59251 members 
Entering Unmasked Estep 
Score: -5457528.500000 Penalty: 3572.547363
	Iteration 20F: 3 clusters Score -5457528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 59251 members 
Entering Unmasked Estep 
Score: -5457532.500000 Penalty: 3572.547363
	Iteration 21Q: 3 clusters Score -5457532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 59252 members 
Entering Unmasked Estep 
Score: -5457533.500000 Penalty: 3572.547363
	Iteration 22Q: 3 clusters Score -5457534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 59252 members 
Entering Unmasked Estep 
Score: -5457535.000000 Penalty: 3572.547363
	Iteration 23Q: 3 clusters Score -5457535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 59252 members 
Entering Unmasked Estep 
Score: -5457538.000000 Penalty: 3572.547363
	Iteration 24Q: 3 clusters Score -5457538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 59254 members 
Entering Unmasked Estep 
Score: -5457539.500000 Penalty: 3572.547363
	Iteration 25Q: 3 clusters Score -5457540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 59253 members 
Entering Unmasked Estep 
Score: -5457542.000000 Penalty: 3572.547363
	Iteration 26Q: 3 clusters Score -5457542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 59254 members 
Entering Unmasked Estep 
Score: -5457541.000000 Penalty: 3572.547363
	Iteration 27Q: 3 clusters Score -5457541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 59255 members 
Entering Unmasked Estep 
Score: -5457541.000000 Penalty: 3572.547363
	Iteration 28Q: 3 clusters Score -5457541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 59255 members 
Entering Unmasked Estep 
Score: -5457541.000000 Penalty: 3572.547363
	Iteration 29F: 3 clusters Score -5457541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Entering Unmasked Estep 
Score: -630172.500000 Penalty: 1439.508057
	Iteration 0F: 2 clusters Score -630172.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -624925.625000 Penalty: 2879.016113
	Iteration 0F: 3 clusters Score -624925.6 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -626598.500000 Penalty: 2879.016113
	Iteration 1F: 3 clusters Score -626598.5 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -626920.187500 Penalty: 2879.016113
	Iteration 2F: 3 clusters Score -626920.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -627190.437500 Penalty: 2879.016113
	Iteration 3F: 3 clusters Score -627190.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -627464.062500 Penalty: 2879.016113
	Iteration 4F: 3 clusters Score -627464.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -627726.875000 Penalty: 2879.016113
	Iteration 5F: 3 clusters Score -627726.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -627956.062500 Penalty: 2879.016113
	Iteration 6Q: 3 clusters Score -627956.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -628201.312500 Penalty: 2879.016113
	Iteration 7Q: 3 clusters Score -628201.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -628404.000000 Penalty: 2879.016113
	Iteration 8Q: 3 clusters Score -628404 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -628542.375000 Penalty: 2879.016113
	Iteration 9Q: 3 clusters Score -628542.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -628656.937500 Penalty: 2879.016113
	Iteration 10Q: 3 clusters Score -628656.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -628752.062500 Penalty: 2879.016113
	Iteration 11Q: 3 clusters Score -628752.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -628820.000000 Penalty: 2879.016113
	Iteration 12Q: 3 clusters Score -628820 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -628883.375000 Penalty: 2879.016113
	Iteration 13Q: 3 clusters Score -628883.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -628916.375000 Penalty: 2879.016113
	Iteration 14Q: 3 clusters Score -628916.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -628951.437500 Penalty: 2879.016113
	Iteration 15Q: 3 clusters Score -628951.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -628991.562500 Penalty: 2879.016113
	Iteration 16Q: 3 clusters Score -628991.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -629024.125000 Penalty: 2879.016113
	Iteration 17Q: 3 clusters Score -629024.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -629050.125000 Penalty: 2879.016113
	Iteration 18Q: 3 clusters Score -629050.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -629074.062500 Penalty: 2879.016113
	Iteration 19Q: 3 clusters Score -629074.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -629092.687500 Penalty: 2879.016113
	Iteration 20F: 3 clusters Score -629092.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -629113.812500 Penalty: 2879.016113
	Iteration 21Q: 3 clusters Score -629113.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -629131.312500 Penalty: 2879.016113
	Iteration 22Q: 3 clusters Score -629131.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -629140.250000 Penalty: 2879.016113
	Iteration 23Q: 3 clusters Score -629140.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -629145.250000 Penalty: 2879.016113
	Iteration 24Q: 3 clusters Score -629145.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -629151.000000 Penalty: 2879.016113
	Iteration 25Q: 3 clusters Score -629151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -629159.250000 Penalty: 2879.016113
	Iteration 26Q: 3 clusters Score -629159.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -629167.125000 Penalty: 2879.016113
	Iteration 27Q: 3 clusters Score -629167.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -629173.562500 Penalty: 2879.016113
	Iteration 28Q: 3 clusters Score -629173.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -629183.812500 Penalty: 2879.016113
	Iteration 29Q: 3 clusters Score -629183.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -629191.125000 Penalty: 2879.016113
	Iteration 30Q: 3 clusters Score -629191.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -629193.750000 Penalty: 2879.016113
	Iteration 31Q: 3 clusters Score -629193.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -629199.625000 Penalty: 2879.016113
	Iteration 32Q: 3 clusters Score -629199.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -629201.062500 Penalty: 2879.016113
	Iteration 33Q: 3 clusters Score -629201.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -629204.437500 Penalty: 2879.016113
	Iteration 34Q: 3 clusters Score -629204.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -629205.375000 Penalty: 2879.016113
	Iteration 35Q: 3 clusters Score -629205.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -629208.437500 Penalty: 2879.016113
	Iteration 36Q: 3 clusters Score -629208.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -629210.437500 Penalty: 2879.016113
	Iteration 37Q: 3 clusters Score -629210.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -629210.437500 Penalty: 2879.016113
	Iteration 38F: 3 clusters Score -629210.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Entering Unmasked Estep 
Score: -1092562.500000 Penalty: 1539.963257
	Iteration 0F: 2 clusters Score -1092562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1083414.125000 Penalty: 3079.926514
	Iteration 0F: 3 clusters Score -1083414 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1086672.875000 Penalty: 3079.926514
	Iteration 1F: 3 clusters Score -1086673 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1087056.000000 Penalty: 3079.926514
	Iteration 2F: 3 clusters Score -1087056 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1087391.625000 Penalty: 3079.926514
	Iteration 3F: 3 clusters Score -1087392 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1087708.875000 Penalty: 3079.926514
	Iteration 4Q: 3 clusters Score -1087709 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1088038.625000 Penalty: 3079.926514
	Iteration 5Q: 3 clusters Score -1088039 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1088360.250000 Penalty: 3079.926514
	Iteration 6Q: 3 clusters Score -1088360 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1088695.875000 Penalty: 3079.926514
	Iteration 7Q: 3 clusters Score -1088696 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1089045.000000 Penalty: 3079.926514
	Iteration 8Q: 3 clusters Score -1089045 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1089438.125000 Penalty: 3079.926514
	Iteration 9Q: 3 clusters Score -1089438 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1089793.000000 Penalty: 3079.926514
	Iteration 10Q: 3 clusters Score -1089793 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1090039.000000 Penalty: 3079.926514
	Iteration 11Q: 3 clusters Score -1090039 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1090201.125000 Penalty: 3079.926514
	Iteration 12Q: 3 clusters Score -1090201 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1090322.375000 Penalty: 3079.926514
	Iteration 13Q: 3 clusters Score -1090322 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1090420.250000 Penalty: 3079.926514
	Iteration 14Q: 3 clusters Score -1090420 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1090496.000000 Penalty: 3079.926514
	Iteration 15Q: 3 clusters Score -1090496 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1090562.875000 Penalty: 3079.926514
	Iteration 16Q: 3 clusters Score -1090563 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1090616.875000 Penalty: 3079.926514
	Iteration 17Q: 3 clusters Score -1090617 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1090665.625000 Penalty: 3079.926514
	Iteration 18Q: 3 clusters Score -1090666 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1090726.875000 Penalty: 3079.926514
	Iteration 19Q: 3 clusters Score -1090727 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1090792.875000 Penalty: 3079.926514
	Iteration 20F: 3 clusters Score -1090793 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1090860.375000 Penalty: 3079.926514
	Iteration 21Q: 3 clusters Score -1090860 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1090935.500000 Penalty: 3079.926514
	Iteration 22Q: 3 clusters Score -1090936 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1091008.750000 Penalty: 3079.926514
	Iteration 23Q: 3 clusters Score -1091009 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1091074.375000 Penalty: 3079.926514
	Iteration 24Q: 3 clusters Score -1091074 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1091146.250000 Penalty: 3079.926514
	Iteration 25Q: 3 clusters Score -1091146 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1091219.250000 Penalty: 3079.926514
	Iteration 26Q: 3 clusters Score -1091219 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1091275.375000 Penalty: 3079.926514
	Iteration 27Q: 3 clusters Score -1091275 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1091331.250000 Penalty: 3079.926514
	Iteration 28Q: 3 clusters Score -1091331 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1091381.750000 Penalty: 3079.926514
	Iteration 29Q: 3 clusters Score -1091382 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1091427.000000 Penalty: 3079.926514
	Iteration 30Q: 3 clusters Score -1091427 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1091468.250000 Penalty: 3079.926514
	Iteration 31Q: 3 clusters Score -1091468 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1091501.250000 Penalty: 3079.926514
	Iteration 32Q: 3 clusters Score -1091501 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1091550.875000 Penalty: 3079.926514
	Iteration 33Q: 3 clusters Score -1091551 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1091588.250000 Penalty: 3079.926514
	Iteration 34Q: 3 clusters Score -1091588 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1091621.250000 Penalty: 3079.926514
	Iteration 35Q: 3 clusters Score -1091621 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1091658.250000 Penalty: 3079.926514
	Iteration 36Q: 3 clusters Score -1091658 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1091679.625000 Penalty: 3079.926514
	Iteration 37Q: 3 clusters Score -1091680 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1091706.875000 Penalty: 3079.926514
	Iteration 38Q: 3 clusters Score -1091707 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1091733.625000 Penalty: 3079.926514
	Iteration 39Q: 3 clusters Score -1091734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1091740.625000 Penalty: 3079.926514
	Iteration 40F: 3 clusters Score -1091741 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1091751.250000 Penalty: 3079.926514
	Iteration 41Q: 3 clusters Score -1091751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1091758.250000 Penalty: 3079.926514
	Iteration 42Q: 3 clusters Score -1091758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1091761.750000 Penalty: 3079.926514
	Iteration 43Q: 3 clusters Score -1091762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1091765.000000 Penalty: 3079.926514
	Iteration 44Q: 3 clusters Score -1091765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1091763.250000 Penalty: 3079.926514
	Iteration 45Q: 3 clusters Score -1091763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1091766.750000 Penalty: 3079.926514
	Iteration 46Q: 3 clusters Score -1091767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1091769.875000 Penalty: 3079.926514
	Iteration 47Q: 3 clusters Score -1091770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1091769.875000 Penalty: 3079.926514
	Iteration 48Q: 3 clusters Score -1091770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1091771.875000 Penalty: 3079.926514
	Iteration 49Q: 3 clusters Score -1091772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1091771.000000 Penalty: 3079.926514
	Iteration 50Q: 3 clusters Score -1091771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1091771.750000 Penalty: 3079.926514
	Iteration 51Q: 3 clusters Score -1091772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1091772.625000 Penalty: 3079.926514
	Iteration 52Q: 3 clusters Score -1091773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1091773.500000 Penalty: 3079.926514
	Iteration 53Q: 3 clusters Score -1091774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1091774.000000 Penalty: 3079.926514
	Iteration 54Q: 3 clusters Score -1091774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1091773.250000 Penalty: 3079.926514
	Iteration 55Q: 3 clusters Score -1091773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1091774.000000 Penalty: 3079.926514
	Iteration 56Q: 3 clusters Score -1091774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1091774.750000 Penalty: 3079.926514
	Iteration 57Q: 3 clusters Score -1091775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1091775.750000 Penalty: 3079.926514
	Iteration 58Q: 3 clusters Score -1091776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1091776.125000 Penalty: 3079.926514
	Iteration 59Q: 3 clusters Score -1091776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1091779.625000 Penalty: 3079.926514
	Iteration 60F: 3 clusters Score -1091780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1091777.750000 Penalty: 3079.926514
	Iteration 61Q: 3 clusters Score -1091778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1091778.125000 Penalty: 3079.926514
	Iteration 62Q: 3 clusters Score -1091778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1091782.750000 Penalty: 3079.926514
	Iteration 63Q: 3 clusters Score -1091783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1091783.125000 Penalty: 3079.926514
	Iteration 64Q: 3 clusters Score -1091783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1091782.250000 Penalty: 3079.926514
	Iteration 65Q: 3 clusters Score -1091782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1091783.625000 Penalty: 3079.926514
	Iteration 66Q: 3 clusters Score -1091784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1091784.375000 Penalty: 3079.926514
	Iteration 67Q: 3 clusters Score -1091784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1091784.375000 Penalty: 3079.926514
	Iteration 68F: 3 clusters Score -1091784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Entering Unmasked Estep 
Score: -1280344.625000 Penalty: 1549.195435
	Iteration 0F: 2 clusters Score -1280345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1270802.625000 Penalty: 3098.390869
	Iteration 0F: 3 clusters Score -1270803 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1273954.375000 Penalty: 3098.390869
	Iteration 1F: 3 clusters Score -1273954 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1274215.000000 Penalty: 3098.390869
	Iteration 2F: 3 clusters Score -1274215 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1274454.250000 Penalty: 3098.390869
	Iteration 3Q: 3 clusters Score -1274454 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1274665.250000 Penalty: 3098.390869
	Iteration 4Q: 3 clusters Score -1274665 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1274854.625000 Penalty: 3098.390869
	Iteration 5Q: 3 clusters Score -1274855 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1275054.875000 Penalty: 3098.390869
	Iteration 6Q: 3 clusters Score -1275055 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1275264.625000 Penalty: 3098.390869
	Iteration 7Q: 3 clusters Score -1275265 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1275497.250000 Penalty: 3098.390869
	Iteration 8Q: 3 clusters Score -1275497 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1275789.875000 Penalty: 3098.390869
	Iteration 9Q: 3 clusters Score -1275790 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1276177.375000 Penalty: 3098.390869
	Iteration 10Q: 3 clusters Score -1276177 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1276624.500000 Penalty: 3098.390869
	Iteration 11F: 3 clusters Score -1276624 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1277093.375000 Penalty: 3098.390869
	Iteration 12Q: 3 clusters Score -1277093 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1277616.750000 Penalty: 3098.390869
	Iteration 13Q: 3 clusters Score -1277617 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1278075.000000 Penalty: 3098.390869
	Iteration 14Q: 3 clusters Score -1278075 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1278410.875000 Penalty: 3098.390869
	Iteration 15Q: 3 clusters Score -1278411 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1278629.250000 Penalty: 3098.390869
	Iteration 16Q: 3 clusters Score -1278629 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1278780.625000 Penalty: 3098.390869
	Iteration 17Q: 3 clusters Score -1278781 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1278869.250000 Penalty: 3098.390869
	Iteration 18Q: 3 clusters Score -1278869 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1278905.375000 Penalty: 3098.390869
	Iteration 19Q: 3 clusters Score -1278905 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1278940.250000 Penalty: 3098.390869
	Iteration 20F: 3 clusters Score -1278940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1278961.000000 Penalty: 3098.390869
	Iteration 21Q: 3 clusters Score -1278961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1278971.125000 Penalty: 3098.390869
	Iteration 22Q: 3 clusters Score -1278971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1278981.500000 Penalty: 3098.390869
	Iteration 23Q: 3 clusters Score -1278982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1278991.375000 Penalty: 3098.390869
	Iteration 24Q: 3 clusters Score -1278991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1278997.750000 Penalty: 3098.390869
	Iteration 25Q: 3 clusters Score -1278998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1278998.500000 Penalty: 3098.390869
	Iteration 26Q: 3 clusters Score -1278998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1279002.125000 Penalty: 3098.390869
	Iteration 27Q: 3 clusters Score -1279002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1279008.000000 Penalty: 3098.390869
	Iteration 28Q: 3 clusters Score -1279008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1279007.625000 Penalty: 3098.390869
	Iteration 29Q: 3 clusters Score -1279008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1279007.625000 Penalty: 3098.390869
	Iteration 30F: 3 clusters Score -1279008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Entering Unmasked Estep 
Score: -669147.187500 Penalty: 1447.508911
	Iteration 0F: 2 clusters Score -669147.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -663631.812500 Penalty: 2895.017822
	Iteration 0F: 3 clusters Score -663631.8 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -665247.312500 Penalty: 2895.017822
	Iteration 1F: 3 clusters Score -665247.3 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -665508.500000 Penalty: 2895.017822
	Iteration 2F: 3 clusters Score -665508.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -665747.937500 Penalty: 2895.017822
	Iteration 3F: 3 clusters Score -665747.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -665986.875000 Penalty: 2895.017822
	Iteration 4F: 3 clusters Score -665986.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -666263.375000 Penalty: 2895.017822
	Iteration 5F: 3 clusters Score -666263.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -666567.062500 Penalty: 2895.017822
	Iteration 6F: 3 clusters Score -666567.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -666907.062500 Penalty: 2895.017822
	Iteration 7F: 3 clusters Score -666907.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -667189.750000 Penalty: 2895.017822
	Iteration 8F: 3 clusters Score -667189.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -667457.437500 Penalty: 2895.017822
	Iteration 9F: 3 clusters Score -667457.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -667611.875000 Penalty: 2895.017822
	Iteration 10Q: 3 clusters Score -667611.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -667713.812500 Penalty: 2895.017822
	Iteration 11Q: 3 clusters Score -667713.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -667779.937500 Penalty: 2895.017822
	Iteration 12Q: 3 clusters Score -667779.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -667818.437500 Penalty: 2895.017822
	Iteration 13Q: 3 clusters Score -667818.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -667843.375000 Penalty: 2895.017822
	Iteration 14Q: 3 clusters Score -667843.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -667865.187500 Penalty: 2895.017822
	Iteration 15Q: 3 clusters Score -667865.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -667882.312500 Penalty: 2895.017822
	Iteration 16Q: 3 clusters Score -667882.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -667900.000000 Penalty: 2895.017822
	Iteration 17Q: 3 clusters Score -667900 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -667912.000000 Penalty: 2895.017822
	Iteration 18Q: 3 clusters Score -667912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -667921.875000 Penalty: 2895.017822
	Iteration 19Q: 3 clusters Score -667921.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -667933.375000 Penalty: 2895.017822
	Iteration 20F: 3 clusters Score -667933.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -667952.312500 Penalty: 2895.017822
	Iteration 21Q: 3 clusters Score -667952.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -667969.750000 Penalty: 2895.017822
	Iteration 22Q: 3 clusters Score -667969.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -667998.500000 Penalty: 2895.017822
	Iteration 23Q: 3 clusters Score -667998.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -668033.125000 Penalty: 2895.017822
	Iteration 24Q: 3 clusters Score -668033.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -668078.375000 Penalty: 2895.017822
	Iteration 25Q: 3 clusters Score -668078.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -668126.875000 Penalty: 2895.017822
	Iteration 26Q: 3 clusters Score -668126.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -668152.062500 Penalty: 2895.017822
	Iteration 27Q: 3 clusters Score -668152.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -668176.062500 Penalty: 2895.017822
	Iteration 28Q: 3 clusters Score -668176.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -668192.750000 Penalty: 2895.017822
	Iteration 29Q: 3 clusters Score -668192.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -668206.625000 Penalty: 2895.017822
	Iteration 30Q: 3 clusters Score -668206.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -668213.000000 Penalty: 2895.017822
	Iteration 31Q: 3 clusters Score -668213 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -668218.125000 Penalty: 2895.017822
	Iteration 32Q: 3 clusters Score -668218.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -668221.437500 Penalty: 2895.017822
	Iteration 33Q: 3 clusters Score -668221.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -668225.625000 Penalty: 2895.017822
	Iteration 34Q: 3 clusters Score -668225.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -668228.250000 Penalty: 2895.017822
	Iteration 35Q: 3 clusters Score -668228.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -668229.250000 Penalty: 2895.017822
	Iteration 36Q: 3 clusters Score -668229.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -668231.375000 Penalty: 2895.017822
	Iteration 37Q: 3 clusters Score -668231.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -668235.250000 Penalty: 2895.017822
	Iteration 38Q: 3 clusters Score -668235.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -668240.875000 Penalty: 2895.017822
	Iteration 39Q: 3 clusters Score -668240.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -668243.750000 Penalty: 2895.017822
	Iteration 40F: 3 clusters Score -668243.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -668247.562500 Penalty: 2895.017822
	Iteration 41Q: 3 clusters Score -668247.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -668248.250000 Penalty: 2895.017822
	Iteration 42Q: 3 clusters Score -668248.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -668249.812500 Penalty: 2895.017822
	Iteration 43Q: 3 clusters Score -668249.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -668253.000000 Penalty: 2895.017822
	Iteration 44Q: 3 clusters Score -668253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -668253.562500 Penalty: 2895.017822
	Iteration 45Q: 3 clusters Score -668253.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -668255.625000 Penalty: 2895.017822
	Iteration 46Q: 3 clusters Score -668255.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -668257.000000 Penalty: 2895.017822
	Iteration 47Q: 3 clusters Score -668257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -668259.562500 Penalty: 2895.017822
	Iteration 48Q: 3 clusters Score -668259.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -668260.250000 Penalty: 2895.017822
	Iteration 49Q: 3 clusters Score -668260.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -668262.000000 Penalty: 2895.017822
	Iteration 50Q: 3 clusters Score -668262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -668262.750000 Penalty: 2895.017822
	Iteration 51Q: 3 clusters Score -668262.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -668264.125000 Penalty: 2895.017822
	Iteration 52Q: 3 clusters Score -668264.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -668264.500000 Penalty: 2895.017822
	Iteration 53Q: 3 clusters Score -668264.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -668264.500000 Penalty: 2895.017822
	Iteration 54F: 3 clusters Score -668264.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Entering Unmasked Estep 
Score: -507287.312500 Penalty: 1418.053223
	Iteration 0F: 2 clusters Score -507287.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -502569.906250 Penalty: 2836.106445
	Iteration 0F: 3 clusters Score -502569.9 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -504025.562500 Penalty: 2836.106445
	Iteration 1F: 3 clusters Score -504025.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -504367.406250 Penalty: 2836.106445
	Iteration 2F: 3 clusters Score -504367.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -504714.156250 Penalty: 2836.106445
	Iteration 3F: 3 clusters Score -504714.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -505031.031250 Penalty: 2836.106445
	Iteration 4F: 3 clusters Score -505031 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -505287.781250 Penalty: 2836.106445
	Iteration 5F: 3 clusters Score -505287.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -505486.562500 Penalty: 2836.106445
	Iteration 6Q: 3 clusters Score -505486.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -505632.937500 Penalty: 2836.106445
	Iteration 7Q: 3 clusters Score -505632.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -505750.843750 Penalty: 2836.106445
	Iteration 8Q: 3 clusters Score -505750.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -505862.968750 Penalty: 2836.106445
	Iteration 9Q: 3 clusters Score -505863 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -505945.218750 Penalty: 2836.106445
	Iteration 10Q: 3 clusters Score -505945.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -506003.375000 Penalty: 2836.106445
	Iteration 11Q: 3 clusters Score -506003.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -506048.312500 Penalty: 2836.106445
	Iteration 12Q: 3 clusters Score -506048.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -506091.125000 Penalty: 2836.106445
	Iteration 13Q: 3 clusters Score -506091.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -506125.187500 Penalty: 2836.106445
	Iteration 14Q: 3 clusters Score -506125.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -506152.718750 Penalty: 2836.106445
	Iteration 15Q: 3 clusters Score -506152.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -506178.562500 Penalty: 2836.106445
	Iteration 16Q: 3 clusters Score -506178.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -506201.000000 Penalty: 2836.106445
	Iteration 17Q: 3 clusters Score -506201 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -506216.812500 Penalty: 2836.106445
	Iteration 18Q: 3 clusters Score -506216.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -506229.156250 Penalty: 2836.106445
	Iteration 19Q: 3 clusters Score -506229.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -506237.687500 Penalty: 2836.106445
	Iteration 20F: 3 clusters Score -506237.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -506245.406250 Penalty: 2836.106445
	Iteration 21Q: 3 clusters Score -506245.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -506248.937500 Penalty: 2836.106445
	Iteration 22Q: 3 clusters Score -506248.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -506251.312500 Penalty: 2836.106445
	Iteration 23Q: 3 clusters Score -506251.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -506252.843750 Penalty: 2836.106445
	Iteration 24Q: 3 clusters Score -506252.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -506253.093750 Penalty: 2836.106445
	Iteration 25Q: 3 clusters Score -506253.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -506252.687500 Penalty: 2836.106445
	Iteration 26Q: 3 clusters Score -506252.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -506254.281250 Penalty: 2836.106445
	Iteration 27Q: 3 clusters Score -506254.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -506255.750000 Penalty: 2836.106445
	Iteration 28Q: 3 clusters Score -506255.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -506255.125000 Penalty: 2836.106445
	Iteration 29Q: 3 clusters Score -506255.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -506255.468750 Penalty: 2836.106445
	Iteration 30Q: 3 clusters Score -506255.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -506257.500000 Penalty: 2836.106445
	Iteration 31Q: 3 clusters Score -506257.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -506257.968750 Penalty: 2836.106445
	Iteration 32Q: 3 clusters Score -506258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -506258.781250 Penalty: 2836.106445
	Iteration 33Q: 3 clusters Score -506258.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -506259.781250 Penalty: 2836.106445
	Iteration 34Q: 3 clusters Score -506259.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -506261.843750 Penalty: 2836.106445
	Iteration 35Q: 3 clusters Score -506261.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -506261.906250 Penalty: 2836.106445
	Iteration 36Q: 3 clusters Score -506261.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -506263.250000 Penalty: 2836.106445
	Iteration 37Q: 3 clusters Score -506263.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -506263.031250 Penalty: 2836.106445
	Iteration 38Q: 3 clusters Score -506263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -506263.437500 Penalty: 2836.106445
	Iteration 39Q: 3 clusters Score -506263.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -506263.437500 Penalty: 2836.106445
	Iteration 40F: 3 clusters Score -506263.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -64550.589844 Penalty: 1085.026123
	Iteration 0F: 2 clusters Score -64550.59 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 396 members 
Entering Unmasked Estep 
Score: -63273.144531 Penalty: 2170.052246
	Iteration 0F: 3 clusters Score -63273.14 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -63480.003906 Penalty: 2170.052246
	Iteration 1F: 3 clusters Score -63480 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -63562.433594 Penalty: 2170.052246
	Iteration 2F: 3 clusters Score -63562.43 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -63618.867188 Penalty: 2170.052246
	Iteration 3Q: 3 clusters Score -63618.87 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -63655.910156 Penalty: 2170.052246
	Iteration 4Q: 3 clusters Score -63655.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -63693.960938 Penalty: 2170.052246
	Iteration 5Q: 3 clusters Score -63693.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -63724.218750 Penalty: 2170.052246
	Iteration 6Q: 3 clusters Score -63724.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -63754.714844 Penalty: 2170.052246
	Iteration 7Q: 3 clusters Score -63754.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -63769.406250 Penalty: 2170.052246
	Iteration 8Q: 3 clusters Score -63769.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -63781.558594 Penalty: 2170.052246
	Iteration 9Q: 3 clusters Score -63781.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -63792.773438 Penalty: 2170.052246
	Iteration 10Q: 3 clusters Score -63792.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63804.976562 Penalty: 2170.052246
	Iteration 11Q: 3 clusters Score -63804.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -63811.781250 Penalty: 2170.052246
	Iteration 12Q: 3 clusters Score -63811.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -63815.984375 Penalty: 2170.052246
	Iteration 13Q: 3 clusters Score -63815.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -63822.902344 Penalty: 2170.052246
	Iteration 14Q: 3 clusters Score -63822.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63830.070312 Penalty: 2170.052246
	Iteration 15Q: 3 clusters Score -63830.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -63836.585938 Penalty: 2170.052246
	Iteration 16Q: 3 clusters Score -63836.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -63842.074219 Penalty: 2170.052246
	Iteration 17Q: 3 clusters Score -63842.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63843.046875 Penalty: 2170.052246
	Iteration 18Q: 3 clusters Score -63843.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -63848.300781 Penalty: 2170.052246
	Iteration 19Q: 3 clusters Score -63848.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -63851.554688 Penalty: 2170.052246
	Iteration 20F: 3 clusters Score -63851.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -63859.703125 Penalty: 2170.052246
	Iteration 21Q: 3 clusters Score -63859.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -63866.355469 Penalty: 2170.052246
	Iteration 22Q: 3 clusters Score -63866.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63868.875000 Penalty: 2170.052246
	Iteration 23Q: 3 clusters Score -63868.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -63870.285156 Penalty: 2170.052246
	Iteration 24Q: 3 clusters Score -63870.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -63873.121094 Penalty: 2170.052246
	Iteration 25Q: 3 clusters Score -63873.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -63879.101562 Penalty: 2170.052246
	Iteration 26Q: 3 clusters Score -63879.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -63887.843750 Penalty: 2170.052246
	Iteration 27Q: 3 clusters Score -63887.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -63897.675781 Penalty: 2170.052246
	Iteration 28Q: 3 clusters Score -63897.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63903.531250 Penalty: 2170.052246
	Iteration 29Q: 3 clusters Score -63903.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63906.757812 Penalty: 2170.052246
	Iteration 30Q: 3 clusters Score -63906.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63906.757812 Penalty: 2170.052246
	Iteration 31F: 3 clusters Score -63906.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Entering Unmasked Estep 
Score: -973459.437500 Penalty: 1504.252441
	Iteration 0F: 2 clusters Score -973459.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -966043.187500 Penalty: 3008.504883
	Iteration 0F: 3 clusters Score -966043.2 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -968493.687500 Penalty: 3008.504883
	Iteration 1F: 3 clusters Score -968493.7 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -968772.187500 Penalty: 3008.504883
	Iteration 2F: 3 clusters Score -968772.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -968992.375000 Penalty: 3008.504883
	Iteration 3F: 3 clusters Score -968992.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -969177.750000 Penalty: 3008.504883
	Iteration 4Q: 3 clusters Score -969177.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -969359.937500 Penalty: 3008.504883
	Iteration 5Q: 3 clusters Score -969359.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -969498.187500 Penalty: 3008.504883
	Iteration 6Q: 3 clusters Score -969498.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -969636.375000 Penalty: 3008.504883
	Iteration 7Q: 3 clusters Score -969636.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -969770.562500 Penalty: 3008.504883
	Iteration 8Q: 3 clusters Score -969770.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -969883.312500 Penalty: 3008.504883
	Iteration 9Q: 3 clusters Score -969883.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -969994.000000 Penalty: 3008.504883
	Iteration 10Q: 3 clusters Score -969994 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -970103.937500 Penalty: 3008.504883
	Iteration 11Q: 3 clusters Score -970103.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -970201.687500 Penalty: 3008.504883
	Iteration 12Q: 3 clusters Score -970201.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -970305.437500 Penalty: 3008.504883
	Iteration 13Q: 3 clusters Score -970305.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -970426.812500 Penalty: 3008.504883
	Iteration 14Q: 3 clusters Score -970426.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -970557.000000 Penalty: 3008.504883
	Iteration 15Q: 3 clusters Score -970557 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -970710.312500 Penalty: 3008.504883
	Iteration 16Q: 3 clusters Score -970710.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -970874.625000 Penalty: 3008.504883
	Iteration 17Q: 3 clusters Score -970874.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -971030.812500 Penalty: 3008.504883
	Iteration 18Q: 3 clusters Score -971030.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -971203.812500 Penalty: 3008.504883
	Iteration 19Q: 3 clusters Score -971203.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -971357.250000 Penalty: 3008.504883
	Iteration 20F: 3 clusters Score -971357.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -971507.812500 Penalty: 3008.504883
	Iteration 21Q: 3 clusters Score -971507.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -971642.062500 Penalty: 3008.504883
	Iteration 22Q: 3 clusters Score -971642.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -971755.000000 Penalty: 3008.504883
	Iteration 23Q: 3 clusters Score -971755 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -971851.437500 Penalty: 3008.504883
	Iteration 24Q: 3 clusters Score -971851.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -971926.687500 Penalty: 3008.504883
	Iteration 25Q: 3 clusters Score -971926.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -971992.375000 Penalty: 3008.504883
	Iteration 26Q: 3 clusters Score -971992.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -972033.062500 Penalty: 3008.504883
	Iteration 27Q: 3 clusters Score -972033.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -972064.750000 Penalty: 3008.504883
	Iteration 28Q: 3 clusters Score -972064.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -972086.750000 Penalty: 3008.504883
	Iteration 29Q: 3 clusters Score -972086.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -972105.500000 Penalty: 3008.504883
	Iteration 30Q: 3 clusters Score -972105.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -972125.812500 Penalty: 3008.504883
	Iteration 31Q: 3 clusters Score -972125.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -972134.437500 Penalty: 3008.504883
	Iteration 32Q: 3 clusters Score -972134.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -972138.937500 Penalty: 3008.504883
	Iteration 33Q: 3 clusters Score -972138.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -972148.437500 Penalty: 3008.504883
	Iteration 34Q: 3 clusters Score -972148.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -972154.625000 Penalty: 3008.504883
	Iteration 35Q: 3 clusters Score -972154.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -972159.500000 Penalty: 3008.504883
	Iteration 36Q: 3 clusters Score -972159.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -972165.000000 Penalty: 3008.504883
	Iteration 37Q: 3 clusters Score -972165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -972168.687500 Penalty: 3008.504883
	Iteration 38Q: 3 clusters Score -972168.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -972173.187500 Penalty: 3008.504883
	Iteration 39Q: 3 clusters Score -972173.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -972180.187500 Penalty: 3008.504883
	Iteration 40F: 3 clusters Score -972180.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -972185.437500 Penalty: 3008.504883
	Iteration 41Q: 3 clusters Score -972185.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -972190.937500 Penalty: 3008.504883
	Iteration 42Q: 3 clusters Score -972190.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -972191.375000 Penalty: 3008.504883
	Iteration 43Q: 3 clusters Score -972191.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -972192.937500 Penalty: 3008.504883
	Iteration 44Q: 3 clusters Score -972192.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -972196.000000 Penalty: 3008.504883
	Iteration 45Q: 3 clusters Score -972196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -972196.437500 Penalty: 3008.504883
	Iteration 46Q: 3 clusters Score -972196.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -972196.437500 Penalty: 3008.504883
	Iteration 47F: 3 clusters Score -972196.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Entering Unmasked Estep 
Score: -1752727.500000 Penalty: 1600.938721
	Iteration 0F: 2 clusters Score -1752728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1739871.750000 Penalty: 3201.877441
	Iteration 0F: 3 clusters Score -1739872 nChanged 8617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1744532.500000 Penalty: 3201.877441
	Iteration 1F: 3 clusters Score -1744532 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1744889.875000 Penalty: 3201.877441
	Iteration 2F: 3 clusters Score -1744890 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1745227.750000 Penalty: 3201.877441
	Iteration 3Q: 3 clusters Score -1745228 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1745572.125000 Penalty: 3201.877441
	Iteration 4Q: 3 clusters Score -1745572 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1745960.375000 Penalty: 3201.877441
	Iteration 5Q: 3 clusters Score -1745960 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1746414.500000 Penalty: 3201.877441
	Iteration 6Q: 3 clusters Score -1746414 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1746953.000000 Penalty: 3201.877441
	Iteration 7Q: 3 clusters Score -1746953 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1747566.125000 Penalty: 3201.877441
	Iteration 8Q: 3 clusters Score -1747566 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1748232.750000 Penalty: 3201.877441
	Iteration 9Q: 3 clusters Score -1748233 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -1748841.625000 Penalty: 3201.877441
	Iteration 10Q: 3 clusters Score -1748842 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1749350.875000 Penalty: 3201.877441
	Iteration 11Q: 3 clusters Score -1749351 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -1749701.875000 Penalty: 3201.877441
	Iteration 12Q: 3 clusters Score -1749702 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -1749966.875000 Penalty: 3201.877441
	Iteration 13Q: 3 clusters Score -1749967 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -1750182.625000 Penalty: 3201.877441
	Iteration 14Q: 3 clusters Score -1750183 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -1750330.375000 Penalty: 3201.877441
	Iteration 15Q: 3 clusters Score -1750330 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -1750412.250000 Penalty: 3201.877441
	Iteration 16Q: 3 clusters Score -1750412 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -1750494.625000 Penalty: 3201.877441
	Iteration 17Q: 3 clusters Score -1750495 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -1750586.625000 Penalty: 3201.877441
	Iteration 18Q: 3 clusters Score -1750587 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -1750662.125000 Penalty: 3201.877441
	Iteration 19Q: 3 clusters Score -1750662 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -1750750.500000 Penalty: 3201.877441
	Iteration 20F: 3 clusters Score -1750750 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -1750837.500000 Penalty: 3201.877441
	Iteration 21Q: 3 clusters Score -1750838 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -1750909.500000 Penalty: 3201.877441
	Iteration 22Q: 3 clusters Score -1750910 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -1750969.875000 Penalty: 3201.877441
	Iteration 23Q: 3 clusters Score -1750970 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -1751012.625000 Penalty: 3201.877441
	Iteration 24Q: 3 clusters Score -1751013 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -1751064.125000 Penalty: 3201.877441
	Iteration 25Q: 3 clusters Score -1751064 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -1751108.875000 Penalty: 3201.877441
	Iteration 26Q: 3 clusters Score -1751109 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -1751158.750000 Penalty: 3201.877441
	Iteration 27Q: 3 clusters Score -1751159 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -1751205.500000 Penalty: 3201.877441
	Iteration 28Q: 3 clusters Score -1751206 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -1751233.375000 Penalty: 3201.877441
	Iteration 29Q: 3 clusters Score -1751233 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -1751252.500000 Penalty: 3201.877441
	Iteration 30Q: 3 clusters Score -1751252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -1751269.250000 Penalty: 3201.877441
	Iteration 31Q: 3 clusters Score -1751269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -1751276.500000 Penalty: 3201.877441
	Iteration 32Q: 3 clusters Score -1751276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -1751289.500000 Penalty: 3201.877441
	Iteration 33Q: 3 clusters Score -1751290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -1751298.000000 Penalty: 3201.877441
	Iteration 34Q: 3 clusters Score -1751298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -1751303.500000 Penalty: 3201.877441
	Iteration 35Q: 3 clusters Score -1751304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -1751309.125000 Penalty: 3201.877441
	Iteration 36Q: 3 clusters Score -1751309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -1751313.000000 Penalty: 3201.877441
	Iteration 37Q: 3 clusters Score -1751313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -1751316.000000 Penalty: 3201.877441
	Iteration 38Q: 3 clusters Score -1751316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -1751317.250000 Penalty: 3201.877441
	Iteration 39Q: 3 clusters Score -1751317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -1751323.250000 Penalty: 3201.877441
	Iteration 40F: 3 clusters Score -1751323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -1751330.875000 Penalty: 3201.877441
	Iteration 41Q: 3 clusters Score -1751331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -1751332.875000 Penalty: 3201.877441
	Iteration 42Q: 3 clusters Score -1751333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -1751336.375000 Penalty: 3201.877441
	Iteration 43Q: 3 clusters Score -1751336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -1751341.625000 Penalty: 3201.877441
	Iteration 44Q: 3 clusters Score -1751342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -1751339.875000 Penalty: 3201.877441
	Iteration 45Q: 3 clusters Score -1751340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -1751339.875000 Penalty: 3201.877441
	Iteration 46F: 3 clusters Score -1751340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (73180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73180 members 
Entering Unmasked Estep 
Score: -6704603.000000 Penalty: 1820.110107
	Iteration 0F: 2 clusters Score -6704603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -6655774.000000 Penalty: 3640.220215
	Iteration 0F: 3 clusters Score -6655774 nChanged 34771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -6676207.000000 Penalty: 3640.220215
	Iteration 1F: 3 clusters Score -6676207 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -6677570.500000 Penalty: 3640.220215
	Iteration 2Q: 3 clusters Score -6677570 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46088 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -6679617.000000 Penalty: 3640.220215
	Iteration 3F: 3 clusters Score -6679617 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50793 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -6683013.500000 Penalty: 3640.220215
	Iteration 4F: 3 clusters Score -6683014 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56441 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -6687583.500000 Penalty: 3640.220215
	Iteration 5F: 3 clusters Score -6687584 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62221 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -6692694.500000 Penalty: 3640.220215
	Iteration 6F: 3 clusters Score -6692694 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67082 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -6697239.000000 Penalty: 3640.220215
	Iteration 7F: 3 clusters Score -6697239 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70336 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -6700409.000000 Penalty: 3640.220215
	Iteration 8Q: 3 clusters Score -6700409 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72027 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -6701954.000000 Penalty: 3640.220215
	Iteration 9Q: 3 clusters Score -6701954 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72690 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6702550.500000 Penalty: 3640.220215
	Iteration 10Q: 3 clusters Score -6702550 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72911 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -6702760.000000 Penalty: 3640.220215
	Iteration 11Q: 3 clusters Score -6702760 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72976 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6702851.500000 Penalty: 3640.220215
	Iteration 12Q: 3 clusters Score -6702852 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73011 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -6702908.000000 Penalty: 3640.220215
	Iteration 13Q: 3 clusters Score -6702908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73026 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -6702943.500000 Penalty: 3640.220215
	Iteration 14Q: 3 clusters Score -6702944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73031 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -6702963.500000 Penalty: 3640.220215
	Iteration 15Q: 3 clusters Score -6702964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73034 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -6702967.000000 Penalty: 3640.220215
	Iteration 16Q: 3 clusters Score -6702967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73034 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -6702970.500000 Penalty: 3640.220215
	Iteration 17Q: 3 clusters Score -6702970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73036 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -6702978.500000 Penalty: 3640.220215
	Iteration 18Q: 3 clusters Score -6702978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73036 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -6702978.500000 Penalty: 3640.220215
	Iteration 19F: 3 clusters Score -6702978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Entering Unmasked Estep 
Score: -104390.437500 Penalty: 1167.255615
	Iteration 0F: 2 clusters Score -104390.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -102749.445312 Penalty: 2334.511230
	Iteration 0F: 3 clusters Score -102749.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -103101.234375 Penalty: 2334.511230
	Iteration 1F: 3 clusters Score -103101.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -103220.734375 Penalty: 2334.511230
	Iteration 2F: 3 clusters Score -103220.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -103309.484375 Penalty: 2334.511230
	Iteration 3F: 3 clusters Score -103309.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -103372.843750 Penalty: 2334.511230
	Iteration 4Q: 3 clusters Score -103372.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -103420.015625 Penalty: 2334.511230
	Iteration 5Q: 3 clusters Score -103420 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -103464.796875 Penalty: 2334.511230
	Iteration 6Q: 3 clusters Score -103464.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -103507.679688 Penalty: 2334.511230
	Iteration 7Q: 3 clusters Score -103507.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -103561.593750 Penalty: 2334.511230
	Iteration 8Q: 3 clusters Score -103561.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -103623.867188 Penalty: 2334.511230
	Iteration 9Q: 3 clusters Score -103623.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -103682.906250 Penalty: 2334.511230
	Iteration 10Q: 3 clusters Score -103682.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -103714.703125 Penalty: 2334.511230
	Iteration 11Q: 3 clusters Score -103714.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -103743.406250 Penalty: 2334.511230
	Iteration 12Q: 3 clusters Score -103743.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -103778.125000 Penalty: 2334.511230
	Iteration 13Q: 3 clusters Score -103778.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -103806.750000 Penalty: 2334.511230
	Iteration 14Q: 3 clusters Score -103806.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -103840.335938 Penalty: 2334.511230
	Iteration 15Q: 3 clusters Score -103840.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -103858.562500 Penalty: 2334.511230
	Iteration 16Q: 3 clusters Score -103858.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -103880.335938 Penalty: 2334.511230
	Iteration 17Q: 3 clusters Score -103880.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -103896.625000 Penalty: 2334.511230
	Iteration 18Q: 3 clusters Score -103896.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -103913.781250 Penalty: 2334.511230
	Iteration 19Q: 3 clusters Score -103913.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -103929.601562 Penalty: 2334.511230
	Iteration 20F: 3 clusters Score -103929.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -103944.546875 Penalty: 2334.511230
	Iteration 21Q: 3 clusters Score -103944.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -103960.140625 Penalty: 2334.511230
	Iteration 22Q: 3 clusters Score -103960.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -103983.789062 Penalty: 2334.511230
	Iteration 23Q: 3 clusters Score -103983.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -104012.085938 Penalty: 2334.511230
	Iteration 24Q: 3 clusters Score -104012.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -104056.632812 Penalty: 2334.511230
	Iteration 25Q: 3 clusters Score -104056.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -104123.226562 Penalty: 2334.511230
	Iteration 26Q: 3 clusters Score -104123.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -104167.828125 Penalty: 2334.511230
	Iteration 27Q: 3 clusters Score -104167.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -104184.640625 Penalty: 2334.511230
	Iteration 28Q: 3 clusters Score -104184.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -104195.703125 Penalty: 2334.511230
	Iteration 29Q: 3 clusters Score -104195.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -104203.875000 Penalty: 2334.511230
	Iteration 30Q: 3 clusters Score -104203.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -104206.007812 Penalty: 2334.511230
	Iteration 31Q: 3 clusters Score -104206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -104206.632812 Penalty: 2334.511230
	Iteration 32Q: 3 clusters Score -104206.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -104207.289062 Penalty: 2334.511230
	Iteration 33Q: 3 clusters Score -104207.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -104207.656250 Penalty: 2334.511230
	Iteration 34Q: 3 clusters Score -104207.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -104207.656250 Penalty: 2334.511230
	Iteration 35F: 3 clusters Score -104207.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Entering Unmasked Estep 
Score: -92844.664062 Penalty: 1170.674194
	Iteration 0F: 2 clusters Score -92844.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -91221.695312 Penalty: 2341.348389
	Iteration 0F: 3 clusters Score -91221.7 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -91630.914062 Penalty: 2341.348389
	Iteration 1F: 3 clusters Score -91630.91 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -91847.609375 Penalty: 2341.348389
	Iteration 2F: 3 clusters Score -91847.61 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -92024.851562 Penalty: 2341.348389
	Iteration 3F: 3 clusters Score -92024.85 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -92153.750000 Penalty: 2341.348389
	Iteration 4F: 3 clusters Score -92153.75 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -92267.460938 Penalty: 2341.348389
	Iteration 5Q: 3 clusters Score -92267.46 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -92355.679688 Penalty: 2341.348389
	Iteration 6Q: 3 clusters Score -92355.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -92395.023438 Penalty: 2341.348389
	Iteration 7Q: 3 clusters Score -92395.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -92418.671875 Penalty: 2341.348389
	Iteration 8Q: 3 clusters Score -92418.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -92429.375000 Penalty: 2341.348389
	Iteration 9Q: 3 clusters Score -92429.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -92437.609375 Penalty: 2341.348389
	Iteration 10Q: 3 clusters Score -92437.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -92445.914062 Penalty: 2341.348389
	Iteration 11Q: 3 clusters Score -92445.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -92451.148438 Penalty: 2341.348389
	Iteration 12Q: 3 clusters Score -92451.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -92453.632812 Penalty: 2341.348389
	Iteration 13Q: 3 clusters Score -92453.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -92457.515625 Penalty: 2341.348389
	Iteration 14Q: 3 clusters Score -92457.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -92470.187500 Penalty: 2341.348389
	Iteration 15Q: 3 clusters Score -92470.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -92481.007812 Penalty: 2341.348389
	Iteration 16Q: 3 clusters Score -92481.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -92486.421875 Penalty: 2341.348389
	Iteration 17Q: 3 clusters Score -92486.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -92489.187500 Penalty: 2341.348389
	Iteration 18Q: 3 clusters Score -92489.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -92491.875000 Penalty: 2341.348389
	Iteration 19Q: 3 clusters Score -92491.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -92494.617188 Penalty: 2341.348389
	Iteration 20F: 3 clusters Score -92494.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -92500.726562 Penalty: 2341.348389
	Iteration 21Q: 3 clusters Score -92500.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -92511.023438 Penalty: 2341.348389
	Iteration 22Q: 3 clusters Score -92511.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -92520.078125 Penalty: 2341.348389
	Iteration 23Q: 3 clusters Score -92520.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -92533.023438 Penalty: 2341.348389
	Iteration 24Q: 3 clusters Score -92533.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -92550.656250 Penalty: 2341.348389
	Iteration 25Q: 3 clusters Score -92550.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -92564.476562 Penalty: 2341.348389
	Iteration 26Q: 3 clusters Score -92564.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -92572.195312 Penalty: 2341.348389
	Iteration 27Q: 3 clusters Score -92572.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -92574.945312 Penalty: 2341.348389
	Iteration 28Q: 3 clusters Score -92574.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -92577.054688 Penalty: 2341.348389
	Iteration 29Q: 3 clusters Score -92577.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -92579.562500 Penalty: 2341.348389
	Iteration 30Q: 3 clusters Score -92579.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -92580.031250 Penalty: 2341.348389
	Iteration 31Q: 3 clusters Score -92580.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -92580.031250 Penalty: 2341.348389
	Iteration 32F: 3 clusters Score -92580.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Entering Unmasked Estep 
Score: -86520.968750 Penalty: 1124.448608
	Iteration 0F: 2 clusters Score -86520.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -85087.343750 Penalty: 2248.897217
	Iteration 0F: 3 clusters Score -85087.34 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -85299.632812 Penalty: 2248.897217
	Iteration 1F: 3 clusters Score -85299.63 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -85399.304688 Penalty: 2248.897217
	Iteration 2F: 3 clusters Score -85399.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -85449.390625 Penalty: 2248.897217
	Iteration 3Q: 3 clusters Score -85449.39 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -85474.281250 Penalty: 2248.897217
	Iteration 4Q: 3 clusters Score -85474.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -85488.554688 Penalty: 2248.897217
	Iteration 5Q: 3 clusters Score -85488.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -85493.820312 Penalty: 2248.897217
	Iteration 6Q: 3 clusters Score -85493.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -85504.210938 Penalty: 2248.897217
	Iteration 7Q: 3 clusters Score -85504.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -85524.625000 Penalty: 2248.897217
	Iteration 8Q: 3 clusters Score -85524.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -85544.812500 Penalty: 2248.897217
	Iteration 9Q: 3 clusters Score -85544.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -85561.226562 Penalty: 2248.897217
	Iteration 10Q: 3 clusters Score -85561.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -85579.960938 Penalty: 2248.897217
	Iteration 11Q: 3 clusters Score -85579.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -85592.437500 Penalty: 2248.897217
	Iteration 12Q: 3 clusters Score -85592.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -85594.179688 Penalty: 2248.897217
	Iteration 13Q: 3 clusters Score -85594.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -85597.445312 Penalty: 2248.897217
	Iteration 14Q: 3 clusters Score -85597.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -85598.867188 Penalty: 2248.897217
	Iteration 15Q: 3 clusters Score -85598.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -85599.648438 Penalty: 2248.897217
	Iteration 16Q: 3 clusters Score -85599.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -85599.648438 Penalty: 2248.897217
	Iteration 17F: 3 clusters Score -85599.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Entering Unmasked Estep 
Score: -85450.343750 Penalty: 1124.127197
	Iteration 0F: 2 clusters Score -85450.34 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 533 members 
Entering Unmasked Estep 
Score: -84014.578125 Penalty: 2248.254395
	Iteration 0F: 3 clusters Score -84014.58 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -84256.132812 Penalty: 2248.254395
	Iteration 1F: 3 clusters Score -84256.13 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -84329.210938 Penalty: 2248.254395
	Iteration 2F: 3 clusters Score -84329.21 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -84381.726562 Penalty: 2248.254395
	Iteration 3Q: 3 clusters Score -84381.73 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -84436.687500 Penalty: 2248.254395
	Iteration 4Q: 3 clusters Score -84436.69 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -84488.609375 Penalty: 2248.254395
	Iteration 5Q: 3 clusters Score -84488.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -84541.875000 Penalty: 2248.254395
	Iteration 6Q: 3 clusters Score -84541.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -84578.703125 Penalty: 2248.254395
	Iteration 7Q: 3 clusters Score -84578.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -84603.007812 Penalty: 2248.254395
	Iteration 8Q: 3 clusters Score -84603.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -84622.179688 Penalty: 2248.254395
	Iteration 9Q: 3 clusters Score -84622.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -84646.851562 Penalty: 2248.254395
	Iteration 10Q: 3 clusters Score -84646.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -84659.593750 Penalty: 2248.254395
	Iteration 11Q: 3 clusters Score -84659.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -84667.351562 Penalty: 2248.254395
	Iteration 12Q: 3 clusters Score -84667.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -84671.648438 Penalty: 2248.254395
	Iteration 13Q: 3 clusters Score -84671.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -84674.390625 Penalty: 2248.254395
	Iteration 14Q: 3 clusters Score -84674.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -84679.281250 Penalty: 2248.254395
	Iteration 15Q: 3 clusters Score -84679.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -84685.679688 Penalty: 2248.254395
	Iteration 16Q: 3 clusters Score -84685.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -84693.039062 Penalty: 2248.254395
	Iteration 17Q: 3 clusters Score -84693.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -84694.828125 Penalty: 2248.254395
	Iteration 18Q: 3 clusters Score -84694.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -84694.828125 Penalty: 2248.254395
	Iteration 19F: 3 clusters Score -84694.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Entering Unmasked Estep 
Score: -369725.875000 Penalty: 1359.761719
	Iteration 0F: 2 clusters Score -369725.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -366232.250000 Penalty: 2719.523438
	Iteration 0F: 3 clusters Score -366232.2 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -367265.843750 Penalty: 2719.523438
	Iteration 1F: 3 clusters Score -367265.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -367493.250000 Penalty: 2719.523438
	Iteration 2F: 3 clusters Score -367493.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -367714.718750 Penalty: 2719.523438
	Iteration 3F: 3 clusters Score -367714.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -367908.125000 Penalty: 2719.523438
	Iteration 4F: 3 clusters Score -367908.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -368094.375000 Penalty: 2719.523438
	Iteration 5F: 3 clusters Score -368094.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -368256.281250 Penalty: 2719.523438
	Iteration 6Q: 3 clusters Score -368256.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -368394.031250 Penalty: 2719.523438
	Iteration 7Q: 3 clusters Score -368394 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -368508.781250 Penalty: 2719.523438
	Iteration 8Q: 3 clusters Score -368508.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -368593.781250 Penalty: 2719.523438
	Iteration 9Q: 3 clusters Score -368593.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -368674.968750 Penalty: 2719.523438
	Iteration 10Q: 3 clusters Score -368675 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -368762.000000 Penalty: 2719.523438
	Iteration 11Q: 3 clusters Score -368762 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -368836.500000 Penalty: 2719.523438
	Iteration 12Q: 3 clusters Score -368836.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -368887.625000 Penalty: 2719.523438
	Iteration 13Q: 3 clusters Score -368887.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -368921.000000 Penalty: 2719.523438
	Iteration 14Q: 3 clusters Score -368921 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -368945.031250 Penalty: 2719.523438
	Iteration 15Q: 3 clusters Score -368945 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -368956.218750 Penalty: 2719.523438
	Iteration 16Q: 3 clusters Score -368956.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -368965.156250 Penalty: 2719.523438
	Iteration 17Q: 3 clusters Score -368965.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -368972.250000 Penalty: 2719.523438
	Iteration 18Q: 3 clusters Score -368972.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -368977.312500 Penalty: 2719.523438
	Iteration 19Q: 3 clusters Score -368977.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -368979.343750 Penalty: 2719.523438
	Iteration 20F: 3 clusters Score -368979.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -368980.218750 Penalty: 2719.523438
	Iteration 21Q: 3 clusters Score -368980.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -368981.593750 Penalty: 2719.523438
	Iteration 22Q: 3 clusters Score -368981.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -368981.593750 Penalty: 2719.523438
	Iteration 23F: 3 clusters Score -368981.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Entering Unmasked Estep 
Score: -749417.000000 Penalty: 1462.898926
	Iteration 0F: 2 clusters Score -749417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -743432.125000 Penalty: 2925.797852
	Iteration 0F: 3 clusters Score -743432.1 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -745275.312500 Penalty: 2925.797852
	Iteration 1F: 3 clusters Score -745275.3 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -745506.562500 Penalty: 2925.797852
	Iteration 2F: 3 clusters Score -745506.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -745696.750000 Penalty: 2925.797852
	Iteration 3F: 3 clusters Score -745696.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -745854.437500 Penalty: 2925.797852
	Iteration 4Q: 3 clusters Score -745854.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -745994.750000 Penalty: 2925.797852
	Iteration 5Q: 3 clusters Score -745994.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -746111.937500 Penalty: 2925.797852
	Iteration 6Q: 3 clusters Score -746111.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -746211.687500 Penalty: 2925.797852
	Iteration 7Q: 3 clusters Score -746211.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -746321.250000 Penalty: 2925.797852
	Iteration 8Q: 3 clusters Score -746321.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -746445.875000 Penalty: 2925.797852
	Iteration 9Q: 3 clusters Score -746445.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -746594.625000 Penalty: 2925.797852
	Iteration 10Q: 3 clusters Score -746594.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -746786.250000 Penalty: 2925.797852
	Iteration 11Q: 3 clusters Score -746786.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -746995.062500 Penalty: 2925.797852
	Iteration 12Q: 3 clusters Score -746995.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -747196.562500 Penalty: 2925.797852
	Iteration 13Q: 3 clusters Score -747196.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -747395.000000 Penalty: 2925.797852
	Iteration 14Q: 3 clusters Score -747395 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -747565.187500 Penalty: 2925.797852
	Iteration 15Q: 3 clusters Score -747565.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -747697.500000 Penalty: 2925.797852
	Iteration 16Q: 3 clusters Score -747697.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -747793.937500 Penalty: 2925.797852
	Iteration 17Q: 3 clusters Score -747793.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -747897.625000 Penalty: 2925.797852
	Iteration 18Q: 3 clusters Score -747897.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -748004.750000 Penalty: 2925.797852
	Iteration 19Q: 3 clusters Score -748004.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -748080.375000 Penalty: 2925.797852
	Iteration 20F: 3 clusters Score -748080.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -748134.187500 Penalty: 2925.797852
	Iteration 21Q: 3 clusters Score -748134.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -748159.937500 Penalty: 2925.797852
	Iteration 22Q: 3 clusters Score -748159.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -748176.812500 Penalty: 2925.797852
	Iteration 23Q: 3 clusters Score -748176.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -748191.062500 Penalty: 2925.797852
	Iteration 24Q: 3 clusters Score -748191.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -748197.500000 Penalty: 2925.797852
	Iteration 25Q: 3 clusters Score -748197.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -748205.937500 Penalty: 2925.797852
	Iteration 26Q: 3 clusters Score -748205.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -748214.500000 Penalty: 2925.797852
	Iteration 27Q: 3 clusters Score -748214.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -748226.000000 Penalty: 2925.797852
	Iteration 28Q: 3 clusters Score -748226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -748236.062500 Penalty: 2925.797852
	Iteration 29Q: 3 clusters Score -748236.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -748244.062500 Penalty: 2925.797852
	Iteration 30Q: 3 clusters Score -748244.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -748247.125000 Penalty: 2925.797852
	Iteration 31Q: 3 clusters Score -748247.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -748247.812500 Penalty: 2925.797852
	Iteration 32Q: 3 clusters Score -748247.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -748251.250000 Penalty: 2925.797852
	Iteration 33Q: 3 clusters Score -748251.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -748256.875000 Penalty: 2925.797852
	Iteration 34Q: 3 clusters Score -748256.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -748261.562500 Penalty: 2925.797852
	Iteration 35Q: 3 clusters Score -748261.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -748262.000000 Penalty: 2925.797852
	Iteration 36Q: 3 clusters Score -748262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -748263.500000 Penalty: 2925.797852
	Iteration 37Q: 3 clusters Score -748263.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -748264.250000 Penalty: 2925.797852
	Iteration 38Q: 3 clusters Score -748264.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -748268.437500 Penalty: 2925.797852
	Iteration 39Q: 3 clusters Score -748268.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -748269.625000 Penalty: 2925.797852
	Iteration 40F: 3 clusters Score -748269.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -748270.875000 Penalty: 2925.797852
	Iteration 41Q: 3 clusters Score -748270.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -748272.437500 Penalty: 2925.797852
	Iteration 42Q: 3 clusters Score -748272.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -748271.437500 Penalty: 2925.797852
	Iteration 43Q: 3 clusters Score -748271.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -748272.937500 Penalty: 2925.797852
	Iteration 44Q: 3 clusters Score -748272.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -748273.687500 Penalty: 2925.797852
	Iteration 45Q: 3 clusters Score -748273.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -748273.687500 Penalty: 2925.797852
	Iteration 46F: 3 clusters Score -748273.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Entering Unmasked Estep 
Score: -104509.242188 Penalty: 1160.065918
	Iteration 0F: 2 clusters Score -104509.2 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 635 members 
Entering Unmasked Estep 
Score: -102907.335938 Penalty: 2320.131836
	Iteration 0F: 3 clusters Score -102907.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -103212.250000 Penalty: 2320.131836
	Iteration 1F: 3 clusters Score -103212.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -103270.492188 Penalty: 2320.131836
	Iteration 2F: 3 clusters Score -103270.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -103311.109375 Penalty: 2320.131836
	Iteration 3Q: 3 clusters Score -103311.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -103342.539062 Penalty: 2320.131836
	Iteration 4Q: 3 clusters Score -103342.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -103373.203125 Penalty: 2320.131836
	Iteration 5Q: 3 clusters Score -103373.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -103415.703125 Penalty: 2320.131836
	Iteration 6Q: 3 clusters Score -103415.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -103450.523438 Penalty: 2320.131836
	Iteration 7Q: 3 clusters Score -103450.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -103483.789062 Penalty: 2320.131836
	Iteration 8Q: 3 clusters Score -103483.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -103506.875000 Penalty: 2320.131836
	Iteration 9Q: 3 clusters Score -103506.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -103523.437500 Penalty: 2320.131836
	Iteration 10Q: 3 clusters Score -103523.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -103539.960938 Penalty: 2320.131836
	Iteration 11Q: 3 clusters Score -103540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -103554.468750 Penalty: 2320.131836
	Iteration 12Q: 3 clusters Score -103554.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -103564.125000 Penalty: 2320.131836
	Iteration 13Q: 3 clusters Score -103564.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -103574.835938 Penalty: 2320.131836
	Iteration 14Q: 3 clusters Score -103574.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -103583.132812 Penalty: 2320.131836
	Iteration 15Q: 3 clusters Score -103583.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -103590.226562 Penalty: 2320.131836
	Iteration 16Q: 3 clusters Score -103590.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -103595.117188 Penalty: 2320.131836
	Iteration 17Q: 3 clusters Score -103595.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -103598.414062 Penalty: 2320.131836
	Iteration 18Q: 3 clusters Score -103598.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -103599.187500 Penalty: 2320.131836
	Iteration 19Q: 3 clusters Score -103599.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -103599.554688 Penalty: 2320.131836
	Iteration 20F: 3 clusters Score -103599.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Entering Unmasked Estep 
Score: -625780.250000 Penalty: 1448.735840
	Iteration 0F: 2 clusters Score -625780.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -620223.500000 Penalty: 2897.471680
	Iteration 0F: 3 clusters Score -620223.5 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -621847.125000 Penalty: 2897.471680
	Iteration 1F: 3 clusters Score -621847.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -622073.750000 Penalty: 2897.471680
	Iteration 2F: 3 clusters Score -622073.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -622234.250000 Penalty: 2897.471680
	Iteration 3F: 3 clusters Score -622234.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -622380.875000 Penalty: 2897.471680
	Iteration 4Q: 3 clusters Score -622380.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -622525.125000 Penalty: 2897.471680
	Iteration 5Q: 3 clusters Score -622525.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -622665.500000 Penalty: 2897.471680
	Iteration 6Q: 3 clusters Score -622665.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -622823.625000 Penalty: 2897.471680
	Iteration 7Q: 3 clusters Score -622823.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -623005.937500 Penalty: 2897.471680
	Iteration 8Q: 3 clusters Score -623005.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -623170.437500 Penalty: 2897.471680
	Iteration 9Q: 3 clusters Score -623170.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -623322.062500 Penalty: 2897.471680
	Iteration 10Q: 3 clusters Score -623322.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -623449.250000 Penalty: 2897.471680
	Iteration 11Q: 3 clusters Score -623449.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -623556.125000 Penalty: 2897.471680
	Iteration 12Q: 3 clusters Score -623556.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -623642.062500 Penalty: 2897.471680
	Iteration 13Q: 3 clusters Score -623642.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -623719.750000 Penalty: 2897.471680
	Iteration 14Q: 3 clusters Score -623719.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -623789.937500 Penalty: 2897.471680
	Iteration 15Q: 3 clusters Score -623789.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -623841.125000 Penalty: 2897.471680
	Iteration 16Q: 3 clusters Score -623841.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -623880.500000 Penalty: 2897.471680
	Iteration 17Q: 3 clusters Score -623880.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -623907.000000 Penalty: 2897.471680
	Iteration 18Q: 3 clusters Score -623907 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -623928.062500 Penalty: 2897.471680
	Iteration 19Q: 3 clusters Score -623928.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -623949.375000 Penalty: 2897.471680
	Iteration 20F: 3 clusters Score -623949.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -623966.562500 Penalty: 2897.471680
	Iteration 21Q: 3 clusters Score -623966.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -623983.375000 Penalty: 2897.471680
	Iteration 22Q: 3 clusters Score -623983.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -623990.937500 Penalty: 2897.471680
	Iteration 23Q: 3 clusters Score -623990.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -623999.312500 Penalty: 2897.471680
	Iteration 24Q: 3 clusters Score -623999.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -624004.750000 Penalty: 2897.471680
	Iteration 25Q: 3 clusters Score -624004.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -624007.687500 Penalty: 2897.471680
	Iteration 26Q: 3 clusters Score -624007.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -624012.125000 Penalty: 2897.471680
	Iteration 27Q: 3 clusters Score -624012.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -624011.937500 Penalty: 2897.471680
	Iteration 28Q: 3 clusters Score -624011.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -624013.312500 Penalty: 2897.471680
	Iteration 29Q: 3 clusters Score -624013.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -624015.000000 Penalty: 2897.471680
	Iteration 30Q: 3 clusters Score -624015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -624018.187500 Penalty: 2897.471680
	Iteration 31Q: 3 clusters Score -624018.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -624018.062500 Penalty: 2897.471680
	Iteration 32Q: 3 clusters Score -624018.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -624017.937500 Penalty: 2897.471680
	Iteration 33Q: 3 clusters Score -624017.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -624019.562500 Penalty: 2897.471680
	Iteration 34Q: 3 clusters Score -624019.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -624021.750000 Penalty: 2897.471680
	Iteration 35Q: 3 clusters Score -624021.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -624023.437500 Penalty: 2897.471680
	Iteration 36Q: 3 clusters Score -624023.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -624027.062500 Penalty: 2897.471680
	Iteration 37Q: 3 clusters Score -624027.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -624027.312500 Penalty: 2897.471680
	Iteration 38Q: 3 clusters Score -624027.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -624028.875000 Penalty: 2897.471680
	Iteration 39Q: 3 clusters Score -624028.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -624030.812500 Penalty: 2897.471680
	Iteration 40F: 3 clusters Score -624030.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -624031.625000 Penalty: 2897.471680
	Iteration 41Q: 3 clusters Score -624031.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -624031.000000 Penalty: 2897.471680
	Iteration 42Q: 3 clusters Score -624031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -624031.000000 Penalty: 2897.471680
	Iteration 43Q: 3 clusters Score -624031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -624032.250000 Penalty: 2897.471680
	Iteration 44Q: 3 clusters Score -624032.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -624032.437500 Penalty: 2897.471680
	Iteration 45Q: 3 clusters Score -624032.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -624032.437500 Penalty: 2897.471680
	Iteration 46F: 3 clusters Score -624032.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -70279.257812 Penalty: 1095.334473
	Iteration 0F: 2 clusters Score -70279.26 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 425 members 
Entering Unmasked Estep 
Score: -68943.500000 Penalty: 2190.668945
	Iteration 0F: 3 clusters Score -68943.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -69211.859375 Penalty: 2190.668945
	Iteration 1F: 3 clusters Score -69211.86 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -69290.093750 Penalty: 2190.668945
	Iteration 2F: 3 clusters Score -69290.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -69346.914062 Penalty: 2190.668945
	Iteration 3Q: 3 clusters Score -69346.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -69394.031250 Penalty: 2190.668945
	Iteration 4Q: 3 clusters Score -69394.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -69425.000000 Penalty: 2190.668945
	Iteration 5Q: 3 clusters Score -69425 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -69480.531250 Penalty: 2190.668945
	Iteration 6Q: 3 clusters Score -69480.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -69541.523438 Penalty: 2190.668945
	Iteration 7Q: 3 clusters Score -69541.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -69580.593750 Penalty: 2190.668945
	Iteration 8Q: 3 clusters Score -69580.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -69595.070312 Penalty: 2190.668945
	Iteration 9Q: 3 clusters Score -69595.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -69608.445312 Penalty: 2190.668945
	Iteration 10Q: 3 clusters Score -69608.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -69617.375000 Penalty: 2190.668945
	Iteration 11Q: 3 clusters Score -69617.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -69632.351562 Penalty: 2190.668945
	Iteration 12Q: 3 clusters Score -69632.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -69640.328125 Penalty: 2190.668945
	Iteration 13Q: 3 clusters Score -69640.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -69646.421875 Penalty: 2190.668945
	Iteration 14Q: 3 clusters Score -69646.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -69653.890625 Penalty: 2190.668945
	Iteration 15Q: 3 clusters Score -69653.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -69659.351562 Penalty: 2190.668945
	Iteration 16Q: 3 clusters Score -69659.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -69669.531250 Penalty: 2190.668945
	Iteration 17Q: 3 clusters Score -69669.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -69681.750000 Penalty: 2190.668945
	Iteration 18Q: 3 clusters Score -69681.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -69693.898438 Penalty: 2190.668945
	Iteration 19Q: 3 clusters Score -69693.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -69708.460938 Penalty: 2190.668945
	Iteration 20F: 3 clusters Score -69708.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -69731.859375 Penalty: 2190.668945
	Iteration 21Q: 3 clusters Score -69731.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -69753.062500 Penalty: 2190.668945
	Iteration 22Q: 3 clusters Score -69753.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69773.046875 Penalty: 2190.668945
	Iteration 23Q: 3 clusters Score -69773.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -69796.671875 Penalty: 2190.668945
	Iteration 24Q: 3 clusters Score -69796.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -69815.492188 Penalty: 2190.668945
	Iteration 25Q: 3 clusters Score -69815.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -69838.164062 Penalty: 2190.668945
	Iteration 26Q: 3 clusters Score -69838.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -69849.070312 Penalty: 2190.668945
	Iteration 27Q: 3 clusters Score -69849.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -69863.835938 Penalty: 2190.668945
	Iteration 28Q: 3 clusters Score -69863.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -69878.445312 Penalty: 2190.668945
	Iteration 29Q: 3 clusters Score -69878.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -69887.843750 Penalty: 2190.668945
	Iteration 30Q: 3 clusters Score -69887.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -69896.945312 Penalty: 2190.668945
	Iteration 31Q: 3 clusters Score -69896.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -69901.367188 Penalty: 2190.668945
	Iteration 32Q: 3 clusters Score -69901.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -69902.703125 Penalty: 2190.668945
	Iteration 33Q: 3 clusters Score -69902.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -69902.703125 Penalty: 2190.668945
	Iteration 34F: 3 clusters Score -69902.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Entering Unmasked Estep 
Score: -794223.562500 Penalty: 1479.306274
	Iteration 0F: 2 clusters Score -794223.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -787692.187500 Penalty: 2958.612549
	Iteration 0F: 3 clusters Score -787692.2 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -789807.062500 Penalty: 2958.612549
	Iteration 1F: 3 clusters Score -789807.1 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -790128.125000 Penalty: 2958.612549
	Iteration 2F: 3 clusters Score -790128.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -790388.500000 Penalty: 2958.612549
	Iteration 3F: 3 clusters Score -790388.5 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -790605.312500 Penalty: 2958.612549
	Iteration 4F: 3 clusters Score -790605.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -790797.875000 Penalty: 2958.612549
	Iteration 5Q: 3 clusters Score -790797.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -790998.062500 Penalty: 2958.612549
	Iteration 6Q: 3 clusters Score -790998.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -791203.312500 Penalty: 2958.612549
	Iteration 7Q: 3 clusters Score -791203.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -791434.250000 Penalty: 2958.612549
	Iteration 8Q: 3 clusters Score -791434.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -791665.062500 Penalty: 2958.612549
	Iteration 9Q: 3 clusters Score -791665.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -791886.375000 Penalty: 2958.612549
	Iteration 10Q: 3 clusters Score -791886.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -792105.312500 Penalty: 2958.612549
	Iteration 11Q: 3 clusters Score -792105.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -792331.437500 Penalty: 2958.612549
	Iteration 12Q: 3 clusters Score -792331.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -792496.062500 Penalty: 2958.612549
	Iteration 13Q: 3 clusters Score -792496.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -792594.375000 Penalty: 2958.612549
	Iteration 14Q: 3 clusters Score -792594.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -792657.062500 Penalty: 2958.612549
	Iteration 15Q: 3 clusters Score -792657.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -792704.062500 Penalty: 2958.612549
	Iteration 16Q: 3 clusters Score -792704.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -792742.687500 Penalty: 2958.612549
	Iteration 17Q: 3 clusters Score -792742.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -792769.937500 Penalty: 2958.612549
	Iteration 18Q: 3 clusters Score -792769.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -792792.875000 Penalty: 2958.612549
	Iteration 19Q: 3 clusters Score -792792.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -792816.437500 Penalty: 2958.612549
	Iteration 20F: 3 clusters Score -792816.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -792835.250000 Penalty: 2958.612549
	Iteration 21Q: 3 clusters Score -792835.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -792855.500000 Penalty: 2958.612549
	Iteration 22Q: 3 clusters Score -792855.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -792870.125000 Penalty: 2958.612549
	Iteration 23Q: 3 clusters Score -792870.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -792889.937500 Penalty: 2958.612549
	Iteration 24Q: 3 clusters Score -792889.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -792901.437500 Penalty: 2958.612549
	Iteration 25Q: 3 clusters Score -792901.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -792914.000000 Penalty: 2958.612549
	Iteration 26Q: 3 clusters Score -792914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -792923.937500 Penalty: 2958.612549
	Iteration 27Q: 3 clusters Score -792923.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -792930.562500 Penalty: 2958.612549
	Iteration 28Q: 3 clusters Score -792930.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -792939.875000 Penalty: 2958.612549
	Iteration 29Q: 3 clusters Score -792939.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -792945.000000 Penalty: 2958.612549
	Iteration 30Q: 3 clusters Score -792945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -792948.000000 Penalty: 2958.612549
	Iteration 31Q: 3 clusters Score -792948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -792955.437500 Penalty: 2958.612549
	Iteration 32Q: 3 clusters Score -792955.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -792957.062500 Penalty: 2958.612549
	Iteration 33Q: 3 clusters Score -792957.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -792959.687500 Penalty: 2958.612549
	Iteration 34Q: 3 clusters Score -792959.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -792963.312500 Penalty: 2958.612549
	Iteration 35Q: 3 clusters Score -792963.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -792965.750000 Penalty: 2958.612549
	Iteration 36Q: 3 clusters Score -792965.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -792967.312500 Penalty: 2958.612549
	Iteration 37Q: 3 clusters Score -792967.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -792967.875000 Penalty: 2958.612549
	Iteration 38Q: 3 clusters Score -792967.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -792968.187500 Penalty: 2958.612549
	Iteration 39Q: 3 clusters Score -792968.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -792968.187500 Penalty: 2958.612549
	Iteration 40F: 3 clusters Score -792968.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Entering Unmasked Estep 
Score: -109612.273438 Penalty: 1161.989014
	Iteration 0F: 2 clusters Score -109612.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -108013.257812 Penalty: 2323.978027
	Iteration 0F: 3 clusters Score -108013.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -108389.859375 Penalty: 2323.978027
	Iteration 1F: 3 clusters Score -108389.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -108542.945312 Penalty: 2323.978027
	Iteration 2F: 3 clusters Score -108542.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -108628.101562 Penalty: 2323.978027
	Iteration 3F: 3 clusters Score -108628.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -108664.062500 Penalty: 2323.978027
	Iteration 4Q: 3 clusters Score -108664.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -108688.062500 Penalty: 2323.978027
	Iteration 5Q: 3 clusters Score -108688.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -108695.382812 Penalty: 2323.978027
	Iteration 6Q: 3 clusters Score -108695.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -108708.875000 Penalty: 2323.978027
	Iteration 7Q: 3 clusters Score -108708.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -108721.734375 Penalty: 2323.978027
	Iteration 8Q: 3 clusters Score -108721.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -108738.101562 Penalty: 2323.978027
	Iteration 9Q: 3 clusters Score -108738.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -108749.718750 Penalty: 2323.978027
	Iteration 10Q: 3 clusters Score -108749.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -108757.187500 Penalty: 2323.978027
	Iteration 11Q: 3 clusters Score -108757.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -108761.921875 Penalty: 2323.978027
	Iteration 12Q: 3 clusters Score -108761.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -108765.132812 Penalty: 2323.978027
	Iteration 13Q: 3 clusters Score -108765.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -108767.109375 Penalty: 2323.978027
	Iteration 14Q: 3 clusters Score -108767.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -108767.343750 Penalty: 2323.978027
	Iteration 15Q: 3 clusters Score -108767.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -108767.343750 Penalty: 2323.978027
	Iteration 16F: 3 clusters Score -108767.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Entering Unmasked Estep 
Score: -170162.703125 Penalty: 1232.525635
	Iteration 0F: 2 clusters Score -170162.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -168096.187500 Penalty: 2465.051270
	Iteration 0F: 3 clusters Score -168096.2 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -168589.093750 Penalty: 2465.051270
	Iteration 1F: 3 clusters Score -168589.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -168738.562500 Penalty: 2465.051270
	Iteration 2F: 3 clusters Score -168738.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -168828.812500 Penalty: 2465.051270
	Iteration 3F: 3 clusters Score -168828.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -168903.437500 Penalty: 2465.051270
	Iteration 4F: 3 clusters Score -168903.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -168966.531250 Penalty: 2465.051270
	Iteration 5Q: 3 clusters Score -168966.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -169034.640625 Penalty: 2465.051270
	Iteration 6Q: 3 clusters Score -169034.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -169088.734375 Penalty: 2465.051270
	Iteration 7Q: 3 clusters Score -169088.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -169136.437500 Penalty: 2465.051270
	Iteration 8Q: 3 clusters Score -169136.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -169168.125000 Penalty: 2465.051270
	Iteration 9Q: 3 clusters Score -169168.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -169199.843750 Penalty: 2465.051270
	Iteration 10Q: 3 clusters Score -169199.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -169229.125000 Penalty: 2465.051270
	Iteration 11Q: 3 clusters Score -169229.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -169249.171875 Penalty: 2465.051270
	Iteration 12Q: 3 clusters Score -169249.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -169266.671875 Penalty: 2465.051270
	Iteration 13Q: 3 clusters Score -169266.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -169282.703125 Penalty: 2465.051270
	Iteration 14Q: 3 clusters Score -169282.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -169293.328125 Penalty: 2465.051270
	Iteration 15Q: 3 clusters Score -169293.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -169308.390625 Penalty: 2465.051270
	Iteration 16Q: 3 clusters Score -169308.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -169318.703125 Penalty: 2465.051270
	Iteration 17Q: 3 clusters Score -169318.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -169326.890625 Penalty: 2465.051270
	Iteration 18Q: 3 clusters Score -169326.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -169332.796875 Penalty: 2465.051270
	Iteration 19Q: 3 clusters Score -169332.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -169336.562500 Penalty: 2465.051270
	Iteration 20F: 3 clusters Score -169336.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -169337.578125 Penalty: 2465.051270
	Iteration 21Q: 3 clusters Score -169337.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -169338.281250 Penalty: 2465.051270
	Iteration 22Q: 3 clusters Score -169338.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -169339.843750 Penalty: 2465.051270
	Iteration 23Q: 3 clusters Score -169339.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -169340.796875 Penalty: 2465.051270
	Iteration 24Q: 3 clusters Score -169340.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -169341.187500 Penalty: 2465.051270
	Iteration 25Q: 3 clusters Score -169341.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -169341.187500 Penalty: 2465.051270
	Iteration 26F: 3 clusters Score -169341.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Entering Unmasked Estep 
Score: -582605.562500 Penalty: 1420.772095
	Iteration 0F: 2 clusters Score -582605.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -577818.437500 Penalty: 2841.544189
	Iteration 0F: 3 clusters Score -577818.4 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -579165.750000 Penalty: 2841.544189
	Iteration 1F: 3 clusters Score -579165.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -579401.000000 Penalty: 2841.544189
	Iteration 2F: 3 clusters Score -579401 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -579570.625000 Penalty: 2841.544189
	Iteration 3F: 3 clusters Score -579570.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -579725.312500 Penalty: 2841.544189
	Iteration 4Q: 3 clusters Score -579725.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -579877.125000 Penalty: 2841.544189
	Iteration 5Q: 3 clusters Score -579877.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -580039.062500 Penalty: 2841.544189
	Iteration 6Q: 3 clusters Score -580039.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -580192.812500 Penalty: 2841.544189
	Iteration 7Q: 3 clusters Score -580192.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -580346.000000 Penalty: 2841.544189
	Iteration 8Q: 3 clusters Score -580346 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -580507.750000 Penalty: 2841.544189
	Iteration 9Q: 3 clusters Score -580507.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -580635.375000 Penalty: 2841.544189
	Iteration 10Q: 3 clusters Score -580635.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -580743.625000 Penalty: 2841.544189
	Iteration 11Q: 3 clusters Score -580743.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -580843.000000 Penalty: 2841.544189
	Iteration 12Q: 3 clusters Score -580843 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -580918.000000 Penalty: 2841.544189
	Iteration 13Q: 3 clusters Score -580918 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -580993.562500 Penalty: 2841.544189
	Iteration 14Q: 3 clusters Score -580993.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -581050.750000 Penalty: 2841.544189
	Iteration 15Q: 3 clusters Score -581050.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -581097.437500 Penalty: 2841.544189
	Iteration 16Q: 3 clusters Score -581097.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -581132.375000 Penalty: 2841.544189
	Iteration 17Q: 3 clusters Score -581132.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -581153.937500 Penalty: 2841.544189
	Iteration 18Q: 3 clusters Score -581153.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -581181.625000 Penalty: 2841.544189
	Iteration 19Q: 3 clusters Score -581181.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -581205.937500 Penalty: 2841.544189
	Iteration 20F: 3 clusters Score -581205.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -581224.062500 Penalty: 2841.544189
	Iteration 21Q: 3 clusters Score -581224.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -581232.500000 Penalty: 2841.544189
	Iteration 22Q: 3 clusters Score -581232.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -581247.562500 Penalty: 2841.544189
	Iteration 23Q: 3 clusters Score -581247.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -581261.000000 Penalty: 2841.544189
	Iteration 24Q: 3 clusters Score -581261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -581268.687500 Penalty: 2841.544189
	Iteration 25Q: 3 clusters Score -581268.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -581276.187500 Penalty: 2841.544189
	Iteration 26Q: 3 clusters Score -581276.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -581282.875000 Penalty: 2841.544189
	Iteration 27Q: 3 clusters Score -581282.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -581287.812500 Penalty: 2841.544189
	Iteration 28Q: 3 clusters Score -581287.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -581296.500000 Penalty: 2841.544189
	Iteration 29Q: 3 clusters Score -581296.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -581305.312500 Penalty: 2841.544189
	Iteration 30Q: 3 clusters Score -581305.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -581313.750000 Penalty: 2841.544189
	Iteration 31Q: 3 clusters Score -581313.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -581318.687500 Penalty: 2841.544189
	Iteration 32Q: 3 clusters Score -581318.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -581323.250000 Penalty: 2841.544189
	Iteration 33Q: 3 clusters Score -581323.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -581326.875000 Penalty: 2841.544189
	Iteration 34Q: 3 clusters Score -581326.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -581326.687500 Penalty: 2841.544189
	Iteration 35Q: 3 clusters Score -581326.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -581330.875000 Penalty: 2841.544189
	Iteration 36Q: 3 clusters Score -581330.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -581333.437500 Penalty: 2841.544189
	Iteration 37Q: 3 clusters Score -581333.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -581336.625000 Penalty: 2841.544189
	Iteration 38Q: 3 clusters Score -581336.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -581339.187500 Penalty: 2841.544189
	Iteration 39Q: 3 clusters Score -581339.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -581343.375000 Penalty: 2841.544189
	Iteration 40F: 3 clusters Score -581343.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -581346.250000 Penalty: 2841.544189
	Iteration 41Q: 3 clusters Score -581346.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -581347.437500 Penalty: 2841.544189
	Iteration 42Q: 3 clusters Score -581347.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -581351.500000 Penalty: 2841.544189
	Iteration 43Q: 3 clusters Score -581351.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -581359.375000 Penalty: 2841.544189
	Iteration 44Q: 3 clusters Score -581359.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -581363.625000 Penalty: 2841.544189
	Iteration 45Q: 3 clusters Score -581363.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -581368.312500 Penalty: 2841.544189
	Iteration 46Q: 3 clusters Score -581368.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -581370.437500 Penalty: 2841.544189
	Iteration 47Q: 3 clusters Score -581370.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -581371.500000 Penalty: 2841.544189
	Iteration 48Q: 3 clusters Score -581371.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -581371.500000 Penalty: 2841.544189
	Iteration 49F: 3 clusters Score -581371.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Entering Unmasked Estep 
Score: -612258.375000 Penalty: 1434.844482
	Iteration 0F: 2 clusters Score -612258.4 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 3387 members 
Entering Unmasked Estep 
Score: -607071.125000 Penalty: 2869.688965
	Iteration 0F: 3 clusters Score -607071.1 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -608708.875000 Penalty: 2869.688965
	Iteration 1F: 3 clusters Score -608708.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -608951.312500 Penalty: 2869.688965
	Iteration 2F: 3 clusters Score -608951.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -609121.812500 Penalty: 2869.688965
	Iteration 3F: 3 clusters Score -609121.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -609252.125000 Penalty: 2869.688965
	Iteration 4Q: 3 clusters Score -609252.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -609392.562500 Penalty: 2869.688965
	Iteration 5Q: 3 clusters Score -609392.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -609596.312500 Penalty: 2869.688965
	Iteration 6Q: 3 clusters Score -609596.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -609890.000000 Penalty: 2869.688965
	Iteration 7F: 3 clusters Score -609890 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -610199.125000 Penalty: 2869.688965
	Iteration 8F: 3 clusters Score -610199.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -610511.562500 Penalty: 2869.688965
	Iteration 9F: 3 clusters Score -610511.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -610817.000000 Penalty: 2869.688965
	Iteration 10F: 3 clusters Score -610817 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -611124.875000 Penalty: 2869.688965
	Iteration 11Q: 3 clusters Score -611124.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -611421.375000 Penalty: 2869.688965
	Iteration 12Q: 3 clusters Score -611421.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -611634.500000 Penalty: 2869.688965
	Iteration 13Q: 3 clusters Score -611634.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -611751.875000 Penalty: 2869.688965
	Iteration 14Q: 3 clusters Score -611751.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -611850.062500 Penalty: 2869.688965
	Iteration 15Q: 3 clusters Score -611850.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -611942.625000 Penalty: 2869.688965
	Iteration 16Q: 3 clusters Score -611942.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -612016.625000 Penalty: 2869.688965
	Iteration 17Q: 3 clusters Score -612016.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -612066.562500 Penalty: 2869.688965
	Iteration 18Q: 3 clusters Score -612066.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -612103.562500 Penalty: 2869.688965
	Iteration 19Q: 3 clusters Score -612103.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -612134.875000 Penalty: 2869.688965
	Iteration 20F: 3 clusters Score -612134.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -612163.875000 Penalty: 2869.688965
	Iteration 21Q: 3 clusters Score -612163.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -612178.812500 Penalty: 2869.688965
	Iteration 22Q: 3 clusters Score -612178.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -612185.625000 Penalty: 2869.688965
	Iteration 23Q: 3 clusters Score -612185.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -612188.500000 Penalty: 2869.688965
	Iteration 24Q: 3 clusters Score -612188.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -612194.312500 Penalty: 2869.688965
	Iteration 25Q: 3 clusters Score -612194.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -612198.687500 Penalty: 2869.688965
	Iteration 26Q: 3 clusters Score -612198.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -612202.125000 Penalty: 2869.688965
	Iteration 27Q: 3 clusters Score -612202.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -612203.750000 Penalty: 2869.688965
	Iteration 28Q: 3 clusters Score -612203.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -612206.125000 Penalty: 2869.688965
	Iteration 29Q: 3 clusters Score -612206.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -612207.625000 Penalty: 2869.688965
	Iteration 30Q: 3 clusters Score -612207.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -612209.000000 Penalty: 2869.688965
	Iteration 31Q: 3 clusters Score -612209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -612209.062500 Penalty: 2869.688965
	Iteration 32Q: 3 clusters Score -612209.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -612210.687500 Penalty: 2869.688965
	Iteration 33Q: 3 clusters Score -612210.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -612210.562500 Penalty: 2869.688965
	Iteration 34Q: 3 clusters Score -612210.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -612213.000000 Penalty: 2869.688965
	Iteration 35Q: 3 clusters Score -612213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -612213.500000 Penalty: 2869.688965
	Iteration 36Q: 3 clusters Score -612213.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -612213.187500 Penalty: 2869.688965
	Iteration 37Q: 3 clusters Score -612213.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -612213.437500 Penalty: 2869.688965
	Iteration 38Q: 3 clusters Score -612213.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -612214.125000 Penalty: 2869.688965
	Iteration 39Q: 3 clusters Score -612214.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -612214.812500 Penalty: 2869.688965
	Iteration 40F: 3 clusters Score -612214.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -612214.187500 Penalty: 2869.688965
	Iteration 41Q: 3 clusters Score -612214.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -612215.562500 Penalty: 2869.688965
	Iteration 42Q: 3 clusters Score -612215.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -612214.812500 Penalty: 2869.688965
	Iteration 43Q: 3 clusters Score -612214.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -612214.812500 Penalty: 2869.688965
	Iteration 44F: 3 clusters Score -612214.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Entering Unmasked Estep 
Score: -188352.750000 Penalty: 1267.925415
	Iteration 0F: 2 clusters Score -188352.8 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 1202 members 
Entering Unmasked Estep 
Score: -185976.062500 Penalty: 2535.850830
	Iteration 0F: 3 clusters Score -185976.1 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -186542.734375 Penalty: 2535.850830
	Iteration 1F: 3 clusters Score -186542.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -186691.015625 Penalty: 2535.850830
	Iteration 2F: 3 clusters Score -186691 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -186762.921875 Penalty: 2535.850830
	Iteration 3Q: 3 clusters Score -186762.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -186812.484375 Penalty: 2535.850830
	Iteration 4Q: 3 clusters Score -186812.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -186864.046875 Penalty: 2535.850830
	Iteration 5Q: 3 clusters Score -186864 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -186907.671875 Penalty: 2535.850830
	Iteration 6Q: 3 clusters Score -186907.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -186948.093750 Penalty: 2535.850830
	Iteration 7Q: 3 clusters Score -186948.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -187007.906250 Penalty: 2535.850830
	Iteration 8Q: 3 clusters Score -187007.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -187069.640625 Penalty: 2535.850830
	Iteration 9Q: 3 clusters Score -187069.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -187134.656250 Penalty: 2535.850830
	Iteration 10Q: 3 clusters Score -187134.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -187181.609375 Penalty: 2535.850830
	Iteration 11Q: 3 clusters Score -187181.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -187223.187500 Penalty: 2535.850830
	Iteration 12Q: 3 clusters Score -187223.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -187260.796875 Penalty: 2535.850830
	Iteration 13Q: 3 clusters Score -187260.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -187294.156250 Penalty: 2535.850830
	Iteration 14Q: 3 clusters Score -187294.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -187331.500000 Penalty: 2535.850830
	Iteration 15Q: 3 clusters Score -187331.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -187369.515625 Penalty: 2535.850830
	Iteration 16Q: 3 clusters Score -187369.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -187393.843750 Penalty: 2535.850830
	Iteration 17Q: 3 clusters Score -187393.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -187412.687500 Penalty: 2535.850830
	Iteration 18Q: 3 clusters Score -187412.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -187434.421875 Penalty: 2535.850830
	Iteration 19Q: 3 clusters Score -187434.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -187453.125000 Penalty: 2535.850830
	Iteration 20F: 3 clusters Score -187453.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -187464.062500 Penalty: 2535.850830
	Iteration 21Q: 3 clusters Score -187464.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -187469.406250 Penalty: 2535.850830
	Iteration 22Q: 3 clusters Score -187469.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -187473.265625 Penalty: 2535.850830
	Iteration 23Q: 3 clusters Score -187473.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -187478.375000 Penalty: 2535.850830
	Iteration 24Q: 3 clusters Score -187478.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -187483.046875 Penalty: 2535.850830
	Iteration 25Q: 3 clusters Score -187483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -187485.687500 Penalty: 2535.850830
	Iteration 26Q: 3 clusters Score -187485.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -187488.312500 Penalty: 2535.850830
	Iteration 27Q: 3 clusters Score -187488.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -187488.984375 Penalty: 2535.850830
	Iteration 28Q: 3 clusters Score -187489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -187488.984375 Penalty: 2535.850830
	Iteration 29F: 3 clusters Score -187489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Entering Unmasked Estep 
Score: -107348.132812 Penalty: 1161.606201
	Iteration 0F: 2 clusters Score -107348.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -105719.554688 Penalty: 2323.212402
	Iteration 0F: 3 clusters Score -105719.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -106037.718750 Penalty: 2323.212402
	Iteration 1F: 3 clusters Score -106037.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -106134.992188 Penalty: 2323.212402
	Iteration 2F: 3 clusters Score -106135 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -106199.007812 Penalty: 2323.212402
	Iteration 3Q: 3 clusters Score -106199 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -106248.562500 Penalty: 2323.212402
	Iteration 4Q: 3 clusters Score -106248.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -106310.054688 Penalty: 2323.212402
	Iteration 5Q: 3 clusters Score -106310.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -106362.242188 Penalty: 2323.212402
	Iteration 6Q: 3 clusters Score -106362.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -106404.281250 Penalty: 2323.212402
	Iteration 7Q: 3 clusters Score -106404.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -106438.273438 Penalty: 2323.212402
	Iteration 8Q: 3 clusters Score -106438.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -106470.500000 Penalty: 2323.212402
	Iteration 9Q: 3 clusters Score -106470.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -106496.414062 Penalty: 2323.212402
	Iteration 10Q: 3 clusters Score -106496.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -106510.312500 Penalty: 2323.212402
	Iteration 11Q: 3 clusters Score -106510.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -106519.390625 Penalty: 2323.212402
	Iteration 12Q: 3 clusters Score -106519.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -106529.906250 Penalty: 2323.212402
	Iteration 13Q: 3 clusters Score -106529.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -106540.617188 Penalty: 2323.212402
	Iteration 14Q: 3 clusters Score -106540.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -106547.343750 Penalty: 2323.212402
	Iteration 15Q: 3 clusters Score -106547.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -106551.437500 Penalty: 2323.212402
	Iteration 16Q: 3 clusters Score -106551.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -106554.781250 Penalty: 2323.212402
	Iteration 17Q: 3 clusters Score -106554.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -106559.960938 Penalty: 2323.212402
	Iteration 18Q: 3 clusters Score -106560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -106564.500000 Penalty: 2323.212402
	Iteration 19Q: 3 clusters Score -106564.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -106568.531250 Penalty: 2323.212402
	Iteration 20F: 3 clusters Score -106568.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -106576.000000 Penalty: 2323.212402
	Iteration 21Q: 3 clusters Score -106576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -106585.304688 Penalty: 2323.212402
	Iteration 22Q: 3 clusters Score -106585.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -106600.164062 Penalty: 2323.212402
	Iteration 23Q: 3 clusters Score -106600.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -106607.187500 Penalty: 2323.212402
	Iteration 24Q: 3 clusters Score -106607.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -106612.398438 Penalty: 2323.212402
	Iteration 25Q: 3 clusters Score -106612.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -106617.179688 Penalty: 2323.212402
	Iteration 26Q: 3 clusters Score -106617.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -106620.375000 Penalty: 2323.212402
	Iteration 27Q: 3 clusters Score -106620.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -106628.476562 Penalty: 2323.212402
	Iteration 28Q: 3 clusters Score -106628.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -106632.703125 Penalty: 2323.212402
	Iteration 29Q: 3 clusters Score -106632.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -106642.109375 Penalty: 2323.212402
	Iteration 30Q: 3 clusters Score -106642.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -106647.140625 Penalty: 2323.212402
	Iteration 31Q: 3 clusters Score -106647.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -106656.085938 Penalty: 2323.212402
	Iteration 32Q: 3 clusters Score -106656.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -106662.539062 Penalty: 2323.212402
	Iteration 33Q: 3 clusters Score -106662.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -106666.476562 Penalty: 2323.212402
	Iteration 34Q: 3 clusters Score -106666.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -106669.093750 Penalty: 2323.212402
	Iteration 35Q: 3 clusters Score -106669.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -106674.492188 Penalty: 2323.212402
	Iteration 36Q: 3 clusters Score -106674.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -106678.351562 Penalty: 2323.212402
	Iteration 37Q: 3 clusters Score -106678.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -106679.007812 Penalty: 2323.212402
	Iteration 38Q: 3 clusters Score -106679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -106679.320312 Penalty: 2323.212402
	Iteration 39Q: 3 clusters Score -106679.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -106679.320312 Penalty: 2323.212402
	Iteration 40F: 3 clusters Score -106679.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Entering Unmasked Estep 
Score: -253041.625000 Penalty: 1294.570312
	Iteration 0F: 2 clusters Score -253041.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -250434.843750 Penalty: 2589.140625
	Iteration 0F: 3 clusters Score -250434.8 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -251170.843750 Penalty: 2589.140625
	Iteration 1F: 3 clusters Score -251170.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -251319.750000 Penalty: 2589.140625
	Iteration 2F: 3 clusters Score -251319.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -251426.671875 Penalty: 2589.140625
	Iteration 3F: 3 clusters Score -251426.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -251498.062500 Penalty: 2589.140625
	Iteration 4Q: 3 clusters Score -251498.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -251551.343750 Penalty: 2589.140625
	Iteration 5Q: 3 clusters Score -251551.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -251594.281250 Penalty: 2589.140625
	Iteration 6Q: 3 clusters Score -251594.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -251628.828125 Penalty: 2589.140625
	Iteration 7Q: 3 clusters Score -251628.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -251648.640625 Penalty: 2589.140625
	Iteration 8Q: 3 clusters Score -251648.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -251666.406250 Penalty: 2589.140625
	Iteration 9Q: 3 clusters Score -251666.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -251679.718750 Penalty: 2589.140625
	Iteration 10Q: 3 clusters Score -251679.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -251691.734375 Penalty: 2589.140625
	Iteration 11Q: 3 clusters Score -251691.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -251697.578125 Penalty: 2589.140625
	Iteration 12Q: 3 clusters Score -251697.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -251699.906250 Penalty: 2589.140625
	Iteration 13Q: 3 clusters Score -251699.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -251701.796875 Penalty: 2589.140625
	Iteration 14Q: 3 clusters Score -251701.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -251702.828125 Penalty: 2589.140625
	Iteration 15Q: 3 clusters Score -251702.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -251703.343750 Penalty: 2589.140625
	Iteration 16Q: 3 clusters Score -251703.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -251703.500000 Penalty: 2589.140625
	Iteration 17Q: 3 clusters Score -251703.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -251704.406250 Penalty: 2589.140625
	Iteration 18Q: 3 clusters Score -251704.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -251706.187500 Penalty: 2589.140625
	Iteration 19Q: 3 clusters Score -251706.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -251708.296875 Penalty: 2589.140625
	Iteration 20F: 3 clusters Score -251708.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -251710.968750 Penalty: 2589.140625
	Iteration 21Q: 3 clusters Score -251711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -251711.437500 Penalty: 2589.140625
	Iteration 22Q: 3 clusters Score -251711.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -251712.421875 Penalty: 2589.140625
	Iteration 23Q: 3 clusters Score -251712.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -251712.421875 Penalty: 2589.140625
	Iteration 24F: 3 clusters Score -251712.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -346926.687500 Penalty: 1340.725708
	Iteration 0F: 2 clusters Score -346926.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -343666.500000 Penalty: 2681.451416
	Iteration 0F: 3 clusters Score -343666.5 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -344576.812500 Penalty: 2681.451416
	Iteration 1F: 3 clusters Score -344576.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -344762.375000 Penalty: 2681.451416
	Iteration 2F: 3 clusters Score -344762.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -344878.656250 Penalty: 2681.451416
	Iteration 3F: 3 clusters Score -344878.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -344991.718750 Penalty: 2681.451416
	Iteration 4Q: 3 clusters Score -344991.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -345117.218750 Penalty: 2681.451416
	Iteration 5Q: 3 clusters Score -345117.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -345247.250000 Penalty: 2681.451416
	Iteration 6Q: 3 clusters Score -345247.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -345380.156250 Penalty: 2681.451416
	Iteration 7Q: 3 clusters Score -345380.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -345510.031250 Penalty: 2681.451416
	Iteration 8Q: 3 clusters Score -345510 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -345627.468750 Penalty: 2681.451416
	Iteration 9Q: 3 clusters Score -345627.5 nChanged 113
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: -345728.156250 Penalty: 2681.451416
	Iteration 10Q: 3 clusters Score -345728.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -345826.156250 Penalty: 2681.451416
	Iteration 11Q: 3 clusters Score -345826.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -345913.718750 Penalty: 2681.451416
	Iteration 12Q: 3 clusters Score -345913.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -345988.625000 Penalty: 2681.451416
	Iteration 13Q: 3 clusters Score -345988.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -346053.062500 Penalty: 2681.451416
	Iteration 14Q: 3 clusters Score -346053.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -346082.031250 Penalty: 2681.451416
	Iteration 15Q: 3 clusters Score -346082 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -346104.656250 Penalty: 2681.451416
	Iteration 16Q: 3 clusters Score -346104.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -346113.437500 Penalty: 2681.451416
	Iteration 17Q: 3 clusters Score -346113.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -346123.031250 Penalty: 2681.451416
	Iteration 18Q: 3 clusters Score -346123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -346133.718750 Penalty: 2681.451416
	Iteration 19Q: 3 clusters Score -346133.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -346138.656250 Penalty: 2681.451416
	Iteration 20F: 3 clusters Score -346138.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -346142.656250 Penalty: 2681.451416
	Iteration 21Q: 3 clusters Score -346142.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -346143.718750 Penalty: 2681.451416
	Iteration 22Q: 3 clusters Score -346143.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -346144.062500 Penalty: 2681.451416
	Iteration 23Q: 3 clusters Score -346144.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -346145.281250 Penalty: 2681.451416
	Iteration 24Q: 3 clusters Score -346145.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -346146.531250 Penalty: 2681.451416
	Iteration 25Q: 3 clusters Score -346146.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -346147.125000 Penalty: 2681.451416
	Iteration 26Q: 3 clusters Score -346147.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -346147.812500 Penalty: 2681.451416
	Iteration 27Q: 3 clusters Score -346147.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -346148.000000 Penalty: 2681.451416
	Iteration 28Q: 3 clusters Score -346148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -346148.093750 Penalty: 2681.451416
	Iteration 29Q: 3 clusters Score -346148.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -346148.093750 Penalty: 2681.451416
	Iteration 30F: 3 clusters Score -346148.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Entering Unmasked Estep 
Score: -188745.531250 Penalty: 1245.608765
	Iteration 0F: 2 clusters Score -188745.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -186573.093750 Penalty: 2491.217529
	Iteration 0F: 3 clusters Score -186573.1 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -187085.031250 Penalty: 2491.217529
	Iteration 1F: 3 clusters Score -187085 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -187224.234375 Penalty: 2491.217529
	Iteration 2F: 3 clusters Score -187224.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -187326.875000 Penalty: 2491.217529
	Iteration 3F: 3 clusters Score -187326.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -187397.781250 Penalty: 2491.217529
	Iteration 4Q: 3 clusters Score -187397.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -187466.234375 Penalty: 2491.217529
	Iteration 5Q: 3 clusters Score -187466.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -187505.062500 Penalty: 2491.217529
	Iteration 6Q: 3 clusters Score -187505.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -187543.578125 Penalty: 2491.217529
	Iteration 7Q: 3 clusters Score -187543.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -187575.796875 Penalty: 2491.217529
	Iteration 8Q: 3 clusters Score -187575.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -187599.250000 Penalty: 2491.217529
	Iteration 9Q: 3 clusters Score -187599.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -187618.062500 Penalty: 2491.217529
	Iteration 10Q: 3 clusters Score -187618.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -187644.109375 Penalty: 2491.217529
	Iteration 11Q: 3 clusters Score -187644.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -187675.265625 Penalty: 2491.217529
	Iteration 12Q: 3 clusters Score -187675.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -187696.812500 Penalty: 2491.217529
	Iteration 13Q: 3 clusters Score -187696.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -187707.250000 Penalty: 2491.217529
	Iteration 14Q: 3 clusters Score -187707.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -187724.328125 Penalty: 2491.217529
	Iteration 15Q: 3 clusters Score -187724.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -187735.843750 Penalty: 2491.217529
	Iteration 16Q: 3 clusters Score -187735.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -187744.515625 Penalty: 2491.217529
	Iteration 17Q: 3 clusters Score -187744.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -187752.859375 Penalty: 2491.217529
	Iteration 18Q: 3 clusters Score -187752.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -187761.593750 Penalty: 2491.217529
	Iteration 19Q: 3 clusters Score -187761.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -187769.421875 Penalty: 2491.217529
	Iteration 20F: 3 clusters Score -187769.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -187776.859375 Penalty: 2491.217529
	Iteration 21Q: 3 clusters Score -187776.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -187780.765625 Penalty: 2491.217529
	Iteration 22Q: 3 clusters Score -187780.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -187784.968750 Penalty: 2491.217529
	Iteration 23Q: 3 clusters Score -187785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -187786.765625 Penalty: 2491.217529
	Iteration 24Q: 3 clusters Score -187786.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -187789.593750 Penalty: 2491.217529
	Iteration 25Q: 3 clusters Score -187789.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -187791.765625 Penalty: 2491.217529
	Iteration 26Q: 3 clusters Score -187791.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -187793.500000 Penalty: 2491.217529
	Iteration 27Q: 3 clusters Score -187793.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -187794.203125 Penalty: 2491.217529
	Iteration 28Q: 3 clusters Score -187794.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -187795.734375 Penalty: 2491.217529
	Iteration 29Q: 3 clusters Score -187795.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -187797.234375 Penalty: 2491.217529
	Iteration 30Q: 3 clusters Score -187797.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -187799.812500 Penalty: 2491.217529
	Iteration 31Q: 3 clusters Score -187799.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -187800.937500 Penalty: 2491.217529
	Iteration 32Q: 3 clusters Score -187800.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -187802.125000 Penalty: 2491.217529
	Iteration 33Q: 3 clusters Score -187802.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -187803.578125 Penalty: 2491.217529
	Iteration 34Q: 3 clusters Score -187803.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -187803.937500 Penalty: 2491.217529
	Iteration 35Q: 3 clusters Score -187803.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -187805.156250 Penalty: 2491.217529
	Iteration 36Q: 3 clusters Score -187805.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -187807.343750 Penalty: 2491.217529
	Iteration 37Q: 3 clusters Score -187807.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -187808.437500 Penalty: 2491.217529
	Iteration 38Q: 3 clusters Score -187808.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -187809.156250 Penalty: 2491.217529
	Iteration 39Q: 3 clusters Score -187809.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -187809.156250 Penalty: 2491.217529
	Iteration 40F: 3 clusters Score -187809.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (41253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Entering Unmasked Estep 
Score: -3825710.000000 Penalty: 1726.965454
	Iteration 0F: 2 clusters Score -3825710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -3798107.000000 Penalty: 3453.930908
	Iteration 0F: 3 clusters Score -3798107 nChanged 19398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -3809238.500000 Penalty: 3453.930908
	Iteration 1F: 3 clusters Score -3809238 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -3810216.000000 Penalty: 3453.930908
	Iteration 2F: 3 clusters Score -3810216 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -3811450.750000 Penalty: 3453.930908
	Iteration 3F: 3 clusters Score -3811451 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -3812909.000000 Penalty: 3453.930908
	Iteration 4F: 3 clusters Score -3812909 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -3814297.500000 Penalty: 3453.930908
	Iteration 5F: 3 clusters Score -3814298 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -3815429.750000 Penalty: 3453.930908
	Iteration 6F: 3 clusters Score -3815430 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -3816321.250000 Penalty: 3453.930908
	Iteration 7Q: 3 clusters Score -3816321 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -3817037.750000 Penalty: 3453.930908
	Iteration 8Q: 3 clusters Score -3817038 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -3817714.500000 Penalty: 3453.930908
	Iteration 9Q: 3 clusters Score -3817714 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -3818479.500000 Penalty: 3453.930908
	Iteration 10Q: 3 clusters Score -3818480 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -3819256.500000 Penalty: 3453.930908
	Iteration 11Q: 3 clusters Score -3819256 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -3820100.750000 Penalty: 3453.930908
	Iteration 12Q: 3 clusters Score -3820101 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -3820981.000000 Penalty: 3453.930908
	Iteration 13Q: 3 clusters Score -3820981 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -3821828.250000 Penalty: 3453.930908
	Iteration 14Q: 3 clusters Score -3821828 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -3822502.750000 Penalty: 3453.930908
	Iteration 15Q: 3 clusters Score -3822503 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 39148 members 
Entering Unmasked Estep 
Score: -3823095.000000 Penalty: 3453.930908
	Iteration 16Q: 3 clusters Score -3823095 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -3823499.250000 Penalty: 3453.930908
	Iteration 17Q: 3 clusters Score -3823499 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -3823783.000000 Penalty: 3453.930908
	Iteration 18Q: 3 clusters Score -3823783 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 40368 members 
Entering Unmasked Estep 
Score: -3823952.000000 Penalty: 3453.930908
	Iteration 19Q: 3 clusters Score -3823952 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -3824030.250000 Penalty: 3453.930908
	Iteration 20F: 3 clusters Score -3824030 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -3824088.500000 Penalty: 3453.930908
	Iteration 21Q: 3 clusters Score -3824088 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -3824136.250000 Penalty: 3453.930908
	Iteration 22Q: 3 clusters Score -3824136 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -3824169.750000 Penalty: 3453.930908
	Iteration 23Q: 3 clusters Score -3824170 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -3824191.500000 Penalty: 3453.930908
	Iteration 24Q: 3 clusters Score -3824192 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -3824220.500000 Penalty: 3453.930908
	Iteration 25Q: 3 clusters Score -3824220 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -3824243.500000 Penalty: 3453.930908
	Iteration 26Q: 3 clusters Score -3824244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -3824256.000000 Penalty: 3453.930908
	Iteration 27Q: 3 clusters Score -3824256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -3824263.750000 Penalty: 3453.930908
	Iteration 28Q: 3 clusters Score -3824264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -3824269.250000 Penalty: 3453.930908
	Iteration 29Q: 3 clusters Score -3824269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -3824272.000000 Penalty: 3453.930908
	Iteration 30Q: 3 clusters Score -3824272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -3824276.250000 Penalty: 3453.930908
	Iteration 31Q: 3 clusters Score -3824276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -3824277.250000 Penalty: 3453.930908
	Iteration 32Q: 3 clusters Score -3824277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -3824272.250000 Penalty: 3453.930908
	Iteration 33Q: 3 clusters Score -3824272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -3824275.750000 Penalty: 3453.930908
	Iteration 34Q: 3 clusters Score -3824276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -3824277.750000 Penalty: 3453.930908
	Iteration 35Q: 3 clusters Score -3824278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -3824276.500000 Penalty: 3453.930908
	Iteration 36Q: 3 clusters Score -3824276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -3824278.250000 Penalty: 3453.930908
	Iteration 37Q: 3 clusters Score -3824278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -3824281.250000 Penalty: 3453.930908
	Iteration 38Q: 3 clusters Score -3824281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -3824283.750000 Penalty: 3453.930908
	Iteration 39Q: 3 clusters Score -3824284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -3824289.500000 Penalty: 3453.930908
	Iteration 40F: 3 clusters Score -3824290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -3824289.000000 Penalty: 3453.930908
	Iteration 41Q: 3 clusters Score -3824289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -3824290.250000 Penalty: 3453.930908
	Iteration 42Q: 3 clusters Score -3824290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -3824293.750000 Penalty: 3453.930908
	Iteration 43Q: 3 clusters Score -3824294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -3824293.000000 Penalty: 3453.930908
	Iteration 44Q: 3 clusters Score -3824293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -3824293.000000 Penalty: 3453.930908
	Iteration 45F: 3 clusters Score -3824293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Entering Unmasked Estep 
Score: -229888.812500 Penalty: 1277.405396
	Iteration 0F: 2 clusters Score -229888.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -227394.296875 Penalty: 2554.810791
	Iteration 0F: 3 clusters Score -227394.3 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -227946.625000 Penalty: 2554.810791
	Iteration 1F: 3 clusters Score -227946.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -228056.281250 Penalty: 2554.810791
	Iteration 2F: 3 clusters Score -228056.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -228139.765625 Penalty: 2554.810791
	Iteration 3Q: 3 clusters Score -228139.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -228206.546875 Penalty: 2554.810791
	Iteration 4Q: 3 clusters Score -228206.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -228252.687500 Penalty: 2554.810791
	Iteration 5Q: 3 clusters Score -228252.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -228291.796875 Penalty: 2554.810791
	Iteration 6Q: 3 clusters Score -228291.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -228331.296875 Penalty: 2554.810791
	Iteration 7Q: 3 clusters Score -228331.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -228357.828125 Penalty: 2554.810791
	Iteration 8Q: 3 clusters Score -228357.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -228380.484375 Penalty: 2554.810791
	Iteration 9Q: 3 clusters Score -228380.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -228398.828125 Penalty: 2554.810791
	Iteration 10Q: 3 clusters Score -228398.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -228416.484375 Penalty: 2554.810791
	Iteration 11Q: 3 clusters Score -228416.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -228434.109375 Penalty: 2554.810791
	Iteration 12Q: 3 clusters Score -228434.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -228454.031250 Penalty: 2554.810791
	Iteration 13Q: 3 clusters Score -228454 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -228482.796875 Penalty: 2554.810791
	Iteration 14Q: 3 clusters Score -228482.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -228511.421875 Penalty: 2554.810791
	Iteration 15Q: 3 clusters Score -228511.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -228535.031250 Penalty: 2554.810791
	Iteration 16Q: 3 clusters Score -228535 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -228552.843750 Penalty: 2554.810791
	Iteration 17Q: 3 clusters Score -228552.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -228570.625000 Penalty: 2554.810791
	Iteration 18Q: 3 clusters Score -228570.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -228587.640625 Penalty: 2554.810791
	Iteration 19Q: 3 clusters Score -228587.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -228604.875000 Penalty: 2554.810791
	Iteration 20F: 3 clusters Score -228604.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -228619.890625 Penalty: 2554.810791
	Iteration 21Q: 3 clusters Score -228619.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -228634.578125 Penalty: 2554.810791
	Iteration 22Q: 3 clusters Score -228634.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -228657.500000 Penalty: 2554.810791
	Iteration 23Q: 3 clusters Score -228657.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -228682.718750 Penalty: 2554.810791
	Iteration 24Q: 3 clusters Score -228682.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -228714.875000 Penalty: 2554.810791
	Iteration 25Q: 3 clusters Score -228714.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -228739.515625 Penalty: 2554.810791
	Iteration 26Q: 3 clusters Score -228739.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -228763.375000 Penalty: 2554.810791
	Iteration 27Q: 3 clusters Score -228763.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -228786.125000 Penalty: 2554.810791
	Iteration 28Q: 3 clusters Score -228786.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -228812.359375 Penalty: 2554.810791
	Iteration 29Q: 3 clusters Score -228812.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -228839.281250 Penalty: 2554.810791
	Iteration 30Q: 3 clusters Score -228839.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -228871.031250 Penalty: 2554.810791
	Iteration 31Q: 3 clusters Score -228871 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -228895.828125 Penalty: 2554.810791
	Iteration 32Q: 3 clusters Score -228895.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -228934.437500 Penalty: 2554.810791
	Iteration 33Q: 3 clusters Score -228934.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -228978.578125 Penalty: 2554.810791
	Iteration 34Q: 3 clusters Score -228978.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -229021.140625 Penalty: 2554.810791
	Iteration 35Q: 3 clusters Score -229021.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -229063.765625 Penalty: 2554.810791
	Iteration 36Q: 3 clusters Score -229063.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -229103.343750 Penalty: 2554.810791
	Iteration 37Q: 3 clusters Score -229103.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -229142.312500 Penalty: 2554.810791
	Iteration 38Q: 3 clusters Score -229142.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -229175.890625 Penalty: 2554.810791
	Iteration 39Q: 3 clusters Score -229175.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -229202.406250 Penalty: 2554.810791
	Iteration 40F: 3 clusters Score -229202.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -229217.171875 Penalty: 2554.810791
	Iteration 41Q: 3 clusters Score -229217.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -229232.890625 Penalty: 2554.810791
	Iteration 42Q: 3 clusters Score -229232.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -229243.375000 Penalty: 2554.810791
	Iteration 43Q: 3 clusters Score -229243.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -229247.593750 Penalty: 2554.810791
	Iteration 44Q: 3 clusters Score -229247.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -229249.546875 Penalty: 2554.810791
	Iteration 45Q: 3 clusters Score -229249.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -229249.578125 Penalty: 2554.810791
	Iteration 46Q: 3 clusters Score -229249.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -229250.875000 Penalty: 2554.810791
	Iteration 47Q: 3 clusters Score -229250.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -229252.203125 Penalty: 2554.810791
	Iteration 48Q: 3 clusters Score -229252.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -229252.546875 Penalty: 2554.810791
	Iteration 49Q: 3 clusters Score -229252.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -229252.562500 Penalty: 2554.810791
	Iteration 50Q: 3 clusters Score -229252.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -229254.656250 Penalty: 2554.810791
	Iteration 51Q: 3 clusters Score -229254.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -229257.640625 Penalty: 2554.810791
	Iteration 52Q: 3 clusters Score -229257.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -229262.359375 Penalty: 2554.810791
	Iteration 53Q: 3 clusters Score -229262.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -229265.328125 Penalty: 2554.810791
	Iteration 54Q: 3 clusters Score -229265.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -229267.796875 Penalty: 2554.810791
	Iteration 55Q: 3 clusters Score -229267.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -229271.609375 Penalty: 2554.810791
	Iteration 56Q: 3 clusters Score -229271.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -229274.765625 Penalty: 2554.810791
	Iteration 57Q: 3 clusters Score -229274.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -229283.468750 Penalty: 2554.810791
	Iteration 58Q: 3 clusters Score -229283.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -229297.718750 Penalty: 2554.810791
	Iteration 59Q: 3 clusters Score -229297.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -229318.375000 Penalty: 2554.810791
	Iteration 60F: 3 clusters Score -229318.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -229342.234375 Penalty: 2554.810791
	Iteration 61Q: 3 clusters Score -229342.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -229361.734375 Penalty: 2554.810791
	Iteration 62Q: 3 clusters Score -229361.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -229376.281250 Penalty: 2554.810791
	Iteration 63Q: 3 clusters Score -229376.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -229390.515625 Penalty: 2554.810791
	Iteration 64Q: 3 clusters Score -229390.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -229407.500000 Penalty: 2554.810791
	Iteration 65Q: 3 clusters Score -229407.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -229420.046875 Penalty: 2554.810791
	Iteration 66Q: 3 clusters Score -229420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -229433.312500 Penalty: 2554.810791
	Iteration 67Q: 3 clusters Score -229433.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -229445.500000 Penalty: 2554.810791
	Iteration 68Q: 3 clusters Score -229445.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -229459.906250 Penalty: 2554.810791
	Iteration 69Q: 3 clusters Score -229459.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -229474.437500 Penalty: 2554.810791
	Iteration 70Q: 3 clusters Score -229474.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -229488.593750 Penalty: 2554.810791
	Iteration 71Q: 3 clusters Score -229488.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -229501.109375 Penalty: 2554.810791
	Iteration 72Q: 3 clusters Score -229501.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -229520.562500 Penalty: 2554.810791
	Iteration 73Q: 3 clusters Score -229520.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -229530.968750 Penalty: 2554.810791
	Iteration 74Q: 3 clusters Score -229531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -229535.031250 Penalty: 2554.810791
	Iteration 75Q: 3 clusters Score -229535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -229537.078125 Penalty: 2554.810791
	Iteration 76Q: 3 clusters Score -229537.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -229537.218750 Penalty: 2554.810791
	Iteration 77Q: 3 clusters Score -229537.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -229537.625000 Penalty: 2554.810791
	Iteration 78Q: 3 clusters Score -229537.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -229537.625000 Penalty: 2554.810791
	Iteration 79F: 3 clusters Score -229537.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Entering Unmasked Estep 
Score: -47386.664062 Penalty: 1042.984253
	Iteration 0F: 2 clusters Score -47386.66 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 280 members 
Entering Unmasked Estep 
Score: -46217.070312 Penalty: 2085.968506
	Iteration 0F: 3 clusters Score -46217.07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -46385.214844 Penalty: 2085.968506
	Iteration 1F: 3 clusters Score -46385.21 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46481.769531 Penalty: 2085.968506
	Iteration 2F: 3 clusters Score -46481.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46529.992188 Penalty: 2085.968506
	Iteration 3F: 3 clusters Score -46529.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46563.738281 Penalty: 2085.968506
	Iteration 4Q: 3 clusters Score -46563.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -46580.289062 Penalty: 2085.968506
	Iteration 5Q: 3 clusters Score -46580.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -46605.714844 Penalty: 2085.968506
	Iteration 6Q: 3 clusters Score -46605.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -46623.921875 Penalty: 2085.968506
	Iteration 7Q: 3 clusters Score -46623.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -46630.156250 Penalty: 2085.968506
	Iteration 8Q: 3 clusters Score -46630.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -46634.828125 Penalty: 2085.968506
	Iteration 9Q: 3 clusters Score -46634.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -46642.972656 Penalty: 2085.968506
	Iteration 10Q: 3 clusters Score -46642.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -46654.640625 Penalty: 2085.968506
	Iteration 11Q: 3 clusters Score -46654.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46659.019531 Penalty: 2085.968506
	Iteration 12Q: 3 clusters Score -46659.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46661.292969 Penalty: 2085.968506
	Iteration 13Q: 3 clusters Score -46661.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -46664.750000 Penalty: 2085.968506
	Iteration 14Q: 3 clusters Score -46664.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -46691.359375 Penalty: 2085.968506
	Iteration 15Q: 3 clusters Score -46691.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -46707.527344 Penalty: 2085.968506
	Iteration 16Q: 3 clusters Score -46707.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -46716.871094 Penalty: 2085.968506
	Iteration 17Q: 3 clusters Score -46716.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -46723.484375 Penalty: 2085.968506
	Iteration 18Q: 3 clusters Score -46723.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -46731.449219 Penalty: 2085.968506
	Iteration 19Q: 3 clusters Score -46731.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -46738.898438 Penalty: 2085.968506
	Iteration 20F: 3 clusters Score -46738.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -46756.281250 Penalty: 2085.968506
	Iteration 21Q: 3 clusters Score -46756.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46767.140625 Penalty: 2085.968506
	Iteration 22Q: 3 clusters Score -46767.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -46785.488281 Penalty: 2085.968506
	Iteration 23Q: 3 clusters Score -46785.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -46801.578125 Penalty: 2085.968506
	Iteration 24Q: 3 clusters Score -46801.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46810.746094 Penalty: 2085.968506
	Iteration 25Q: 3 clusters Score -46810.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46821.796875 Penalty: 2085.968506
	Iteration 26Q: 3 clusters Score -46821.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46827.929688 Penalty: 2085.968506
	Iteration 27Q: 3 clusters Score -46827.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46836.406250 Penalty: 2085.968506
	Iteration 28Q: 3 clusters Score -46836.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46842.976562 Penalty: 2085.968506
	Iteration 29Q: 3 clusters Score -46842.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46842.976562 Penalty: 2085.968506
	Iteration 30F: 3 clusters Score -46842.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (84595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84595 members 
Entering Unmasked Estep 
Score: -7799810.500000 Penalty: 1843.665039
	Iteration 0F: 2 clusters Score -7799810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -7743273.000000 Penalty: 3687.330078
	Iteration 0F: 3 clusters Score -7743273 nChanged 40378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -7766292.500000 Penalty: 3687.330078
	Iteration 1F: 3 clusters Score -7766292 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -7766688.500000 Penalty: 3687.330078
	Iteration 2Q: 3 clusters Score -7766688 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -7767086.000000 Penalty: 3687.330078
	Iteration 3Q: 3 clusters Score -7767086 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -7767390.000000 Penalty: 3687.330078
	Iteration 4Q: 3 clusters Score -7767390 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -7767790.500000 Penalty: 3687.330078
	Iteration 5Q: 3 clusters Score -7767790 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -7768380.500000 Penalty: 3687.330078
	Iteration 6Q: 3 clusters Score -7768380 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48880 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -7769143.500000 Penalty: 3687.330078
	Iteration 7Q: 3 clusters Score -7769144 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -7770548.500000 Penalty: 3687.330078
	Iteration 8Q: 3 clusters Score -7770548 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56480 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -7772998.500000 Penalty: 3687.330078
	Iteration 9F: 3 clusters Score -7772998 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62583 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -7777531.500000 Penalty: 3687.330078
	Iteration 10F: 3 clusters Score -7777532 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69603 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -7783810.000000 Penalty: 3687.330078
	Iteration 11F: 3 clusters Score -7783810 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76144 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -7790299.500000 Penalty: 3687.330078
	Iteration 12F: 3 clusters Score -7790300 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80637 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -7794876.500000 Penalty: 3687.330078
	Iteration 13F: 3 clusters Score -7794876 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82809 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -7796945.000000 Penalty: 3687.330078
	Iteration 14Q: 3 clusters Score -7796945 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83654 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -7797715.500000 Penalty: 3687.330078
	Iteration 15Q: 3 clusters Score -7797716 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83950 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -7798072.000000 Penalty: 3687.330078
	Iteration 16Q: 3 clusters Score -7798072 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84052 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -7798228.500000 Penalty: 3687.330078
	Iteration 17Q: 3 clusters Score -7798228 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84079 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7798312.500000 Penalty: 3687.330078
	Iteration 18Q: 3 clusters Score -7798312 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84087 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -7798352.000000 Penalty: 3687.330078
	Iteration 19Q: 3 clusters Score -7798352 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84099 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -7798395.500000 Penalty: 3687.330078
	Iteration 20F: 3 clusters Score -7798396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84106 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -7798421.500000 Penalty: 3687.330078
	Iteration 21Q: 3 clusters Score -7798422 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84120 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -7798443.000000 Penalty: 3687.330078
	Iteration 22Q: 3 clusters Score -7798443 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84121 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -7798470.500000 Penalty: 3687.330078
	Iteration 23Q: 3 clusters Score -7798470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84110 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -7798488.500000 Penalty: 3687.330078
	Iteration 24Q: 3 clusters Score -7798488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84097 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -7798519.500000 Penalty: 3687.330078
	Iteration 25Q: 3 clusters Score -7798520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84088 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7798545.500000 Penalty: 3687.330078
	Iteration 26Q: 3 clusters Score -7798546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84074 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7798551.000000 Penalty: 3687.330078
	Iteration 27Q: 3 clusters Score -7798551 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84058 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -7798579.500000 Penalty: 3687.330078
	Iteration 28Q: 3 clusters Score -7798580 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84036 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -7798591.500000 Penalty: 3687.330078
	Iteration 29Q: 3 clusters Score -7798592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84026 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -7798617.500000 Penalty: 3687.330078
	Iteration 30Q: 3 clusters Score -7798618 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84013 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -7798656.500000 Penalty: 3687.330078
	Iteration 31Q: 3 clusters Score -7798656 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83996 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7798666.500000 Penalty: 3687.330078
	Iteration 32Q: 3 clusters Score -7798666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83983 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -7798694.000000 Penalty: 3687.330078
	Iteration 33Q: 3 clusters Score -7798694 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83969 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7798720.500000 Penalty: 3687.330078
	Iteration 34Q: 3 clusters Score -7798720 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83949 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -7798741.000000 Penalty: 3687.330078
	Iteration 35Q: 3 clusters Score -7798741 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83930 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -7798777.500000 Penalty: 3687.330078
	Iteration 36Q: 3 clusters Score -7798778 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83917 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -7798801.000000 Penalty: 3687.330078
	Iteration 37Q: 3 clusters Score -7798801 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83901 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -7798806.000000 Penalty: 3687.330078
	Iteration 38Q: 3 clusters Score -7798806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83885 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -7798822.000000 Penalty: 3687.330078
	Iteration 39Q: 3 clusters Score -7798822 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83862 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7798878.000000 Penalty: 3687.330078
	Iteration 40F: 3 clusters Score -7798878 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83799 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -7798935.500000 Penalty: 3687.330078
	Iteration 41Q: 3 clusters Score -7798936 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83738 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -7798981.500000 Penalty: 3687.330078
	Iteration 42Q: 3 clusters Score -7798982 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83675 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -7799034.000000 Penalty: 3687.330078
	Iteration 43Q: 3 clusters Score -7799034 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83607 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7799095.500000 Penalty: 3687.330078
	Iteration 44Q: 3 clusters Score -7799096 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83553 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -7799160.000000 Penalty: 3687.330078
	Iteration 45Q: 3 clusters Score -7799160 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83492 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -7799173.000000 Penalty: 3687.330078
	Iteration 46Q: 3 clusters Score -7799173 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83435 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -7799235.000000 Penalty: 3687.330078
	Iteration 47Q: 3 clusters Score -7799235 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83362 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -7799272.500000 Penalty: 3687.330078
	Iteration 48Q: 3 clusters Score -7799272 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83292 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -7799313.500000 Penalty: 3687.330078
	Iteration 49Q: 3 clusters Score -7799314 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83228 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -7799316.000000 Penalty: 3687.330078
	Iteration 50Q: 3 clusters Score -7799316 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83168 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -7799327.500000 Penalty: 3687.330078
	Iteration 51Q: 3 clusters Score -7799328 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83119 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -7799361.500000 Penalty: 3687.330078
	Iteration 52Q: 3 clusters Score -7799362 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83076 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -7799374.500000 Penalty: 3687.330078
	Iteration 53Q: 3 clusters Score -7799374 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83045 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -7799386.500000 Penalty: 3687.330078
	Iteration 54Q: 3 clusters Score -7799386 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83024 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -7799399.000000 Penalty: 3687.330078
	Iteration 55Q: 3 clusters Score -7799399 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83005 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -7799393.500000 Penalty: 3687.330078
	Iteration 56Q: 3 clusters Score -7799394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82988 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -7799404.000000 Penalty: 3687.330078
	Iteration 57Q: 3 clusters Score -7799404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82974 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -7799406.500000 Penalty: 3687.330078
	Iteration 58Q: 3 clusters Score -7799406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82963 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -7799414.500000 Penalty: 3687.330078
	Iteration 59Q: 3 clusters Score -7799414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82955 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -7799446.000000 Penalty: 3687.330078
	Iteration 60F: 3 clusters Score -7799446 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82911 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -7799476.000000 Penalty: 3687.330078
	Iteration 61Q: 3 clusters Score -7799476 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82871 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -7799487.000000 Penalty: 3687.330078
	Iteration 62Q: 3 clusters Score -7799487 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82842 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -7799494.500000 Penalty: 3687.330078
	Iteration 63Q: 3 clusters Score -7799494 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82810 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -7799508.500000 Penalty: 3687.330078
	Iteration 64Q: 3 clusters Score -7799508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82792 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -7799515.500000 Penalty: 3687.330078
	Iteration 65Q: 3 clusters Score -7799516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82777 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -7799514.000000 Penalty: 3687.330078
	Iteration 66Q: 3 clusters Score -7799514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82761 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -7799516.500000 Penalty: 3687.330078
	Iteration 67Q: 3 clusters Score -7799516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82745 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -7799519.500000 Penalty: 3687.330078
	Iteration 68Q: 3 clusters Score -7799520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82734 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -7799532.500000 Penalty: 3687.330078
	Iteration 69Q: 3 clusters Score -7799532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82723 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -7799527.000000 Penalty: 3687.330078
	Iteration 70Q: 3 clusters Score -7799527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82717 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -7799530.000000 Penalty: 3687.330078
	Iteration 71Q: 3 clusters Score -7799530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82708 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -7799533.500000 Penalty: 3687.330078
	Iteration 72Q: 3 clusters Score -7799534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82696 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -7799535.000000 Penalty: 3687.330078
	Iteration 73Q: 3 clusters Score -7799535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82688 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -7799539.000000 Penalty: 3687.330078
	Iteration 74Q: 3 clusters Score -7799539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82682 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -7799538.000000 Penalty: 3687.330078
	Iteration 75Q: 3 clusters Score -7799538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82674 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -7799535.500000 Penalty: 3687.330078
	Iteration 76Q: 3 clusters Score -7799536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82671 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -7799530.000000 Penalty: 3687.330078
	Iteration 77Q: 3 clusters Score -7799530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82669 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -7799533.500000 Penalty: 3687.330078
	Iteration 78Q: 3 clusters Score -7799534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82666 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -7799535.000000 Penalty: 3687.330078
	Iteration 79Q: 3 clusters Score -7799535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82663 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -7799535.000000 Penalty: 3687.330078
	Iteration 80F: 3 clusters Score -7799535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82662 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -7799534.000000 Penalty: 3687.330078
	Iteration 81Q: 3 clusters Score -7799534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82662 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -7799534.000000 Penalty: 3687.330078
	Iteration 82F: 3 clusters Score -7799534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27510 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3288 members 
Mstep: Class 6 contains 115364 members 
Mstep: Class 7 contains 124308 members 
Mstep: Class 8 contains 27276 members 
Mstep: Class 9 contains 63575 members 
Mstep: Class 10 contains 15308 members 
Mstep: Class 11 contains 3523 members 
Mstep: Class 12 contains 59731 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39940 members 
Mstep: Class 17 contains 6288 members 
Mstep: Class 18 contains 59424 members 
Mstep: Class 19 contains 7034 members 
Mstep: Class 20 contains 13052 members 
Mstep: Class 21 contains 13815 members 
Mstep: Class 22 contains 7389 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10477 members 
Mstep: Class 26 contains 18995 members 
Mstep: Class 27 contains 73180 members 
Mstep: Class 28 contains 1317 members 
Mstep: Class 29 contains 1345 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4306 members 
Mstep: Class 33 contains 8123 members 
Mstep: Class 34 contains 1260 members 
Mstep: Class 35 contains 7445 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8986 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 6268 members 
Mstep: Class 41 contains 6835 members 
Mstep: Class 42 contains 2447 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3830 members 
Mstep: Class 46 contains 2133 members 
Mstep: Class 47 contains 41253 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Mstep: Class 50 contains 84595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473496.000000 Penalty: 111905.187500
Iteration 279Q: 51 clusters Score -8.44735e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27529 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115369 members 
Mstep: Class 7 contains 124297 members 
Mstep: Class 8 contains 27277 members 
Mstep: Class 9 contains 63561 members 
Mstep: Class 10 contains 15307 members 
Mstep: Class 11 contains 3522 members 
Mstep: Class 12 contains 59732 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1318 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39926 members 
Mstep: Class 17 contains 6284 members 
Mstep: Class 18 contains 59423 members 
Mstep: Class 19 contains 6943 members 
Mstep: Class 20 contains 13047 members 
Mstep: Class 21 contains 13802 members 
Mstep: Class 22 contains 7307 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10475 members 
Mstep: Class 26 contains 19001 members 
Mstep: Class 27 contains 73187 members 
Mstep: Class 28 contains 1311 members 
Mstep: Class 29 contains 1345 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4289 members 
Mstep: Class 33 contains 8106 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7424 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8982 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 6627 members 
Mstep: Class 41 contains 6838 members 
Mstep: Class 42 contains 2447 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3831 members 
Mstep: Class 46 contains 2134 members 
Mstep: Class 47 contains 41239 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Mstep: Class 50 contains 84509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473672.000000 Penalty: 111905.187500
Iteration 280F: 51 clusters Score -8.447367e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27513 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3288 members 
Mstep: Class 6 contains 115373 members 
Mstep: Class 7 contains 124307 members 
Mstep: Class 8 contains 27280 members 
Mstep: Class 9 contains 63549 members 
Mstep: Class 10 contains 15307 members 
Mstep: Class 11 contains 3522 members 
Mstep: Class 12 contains 59737 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1318 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39916 members 
Mstep: Class 17 contains 6281 members 
Mstep: Class 18 contains 59423 members 
Mstep: Class 19 contains 6864 members 
Mstep: Class 20 contains 13045 members 
Mstep: Class 21 contains 13783 members 
Mstep: Class 22 contains 7260 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10472 members 
Mstep: Class 26 contains 18995 members 
Mstep: Class 27 contains 73187 members 
Mstep: Class 28 contains 1305 members 
Mstep: Class 29 contains 1345 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4267 members 
Mstep: Class 33 contains 8087 members 
Mstep: Class 34 contains 1258 members 
Mstep: Class 35 contains 7413 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8980 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 6963 members 
Mstep: Class 41 contains 6840 members 
Mstep: Class 42 contains 2447 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2882 members 
Mstep: Class 45 contains 3831 members 
Mstep: Class 46 contains 2136 members 
Mstep: Class 47 contains 41227 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Mstep: Class 50 contains 84418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473648.000000 Penalty: 111905.187500
Iteration 281Q: 51 clusters Score -8.447365e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27502 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 3291 members 
Mstep: Class 6 contains 115373 members 
Mstep: Class 7 contains 124310 members 
Mstep: Class 8 contains 27283 members 
Mstep: Class 9 contains 63546 members 
Mstep: Class 10 contains 15307 members 
Mstep: Class 11 contains 3524 members 
Mstep: Class 12 contains 59742 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1318 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39915 members 
Mstep: Class 17 contains 6277 members 
Mstep: Class 18 contains 59420 members 
Mstep: Class 19 contains 6788 members 
Mstep: Class 20 contains 13044 members 
Mstep: Class 21 contains 13770 members 
Mstep: Class 22 contains 7226 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10475 members 
Mstep: Class 26 contains 19001 members 
Mstep: Class 27 contains 73185 members 
Mstep: Class 28 contains 1304 members 
Mstep: Class 29 contains 1345 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4244 members 
Mstep: Class 33 contains 8083 members 
Mstep: Class 34 contains 1252 members 
Mstep: Class 35 contains 7399 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8979 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 7271 members 
Mstep: Class 41 contains 6842 members 
Mstep: Class 42 contains 2448 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2882 members 
Mstep: Class 45 contains 3831 members 
Mstep: Class 46 contains 2137 members 
Mstep: Class 47 contains 41222 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Mstep: Class 50 contains 84282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473896.000000 Penalty: 111905.187500
Iteration 282Q: 51 clusters Score -8.44739e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27504 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3292 members 
Mstep: Class 6 contains 115360 members 
Mstep: Class 7 contains 124314 members 
Mstep: Class 8 contains 27289 members 
Mstep: Class 9 contains 63544 members 
Mstep: Class 10 contains 15305 members 
Mstep: Class 11 contains 3524 members 
Mstep: Class 12 contains 59743 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1319 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39919 members 
Mstep: Class 17 contains 6275 members 
Mstep: Class 18 contains 59417 members 
Mstep: Class 19 contains 6733 members 
Mstep: Class 20 contains 13042 members 
Mstep: Class 21 contains 13765 members 
Mstep: Class 22 contains 7180 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10477 members 
Mstep: Class 26 contains 18999 members 
Mstep: Class 27 contains 73186 members 
Mstep: Class 28 contains 1299 members 
Mstep: Class 29 contains 1345 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4227 members 
Mstep: Class 33 contains 8070 members 
Mstep: Class 34 contains 1249 members 
Mstep: Class 35 contains 7383 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8977 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1972 members 
Mstep: Class 40 contains 7557 members 
Mstep: Class 41 contains 6842 members 
Mstep: Class 42 contains 2448 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3831 members 
Mstep: Class 46 contains 2138 members 
Mstep: Class 47 contains 41217 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Mstep: Class 50 contains 84165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474200.000000 Penalty: 111905.187500
Iteration 283Q: 51 clusters Score -8.44742e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27490 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3293 members 
Mstep: Class 6 contains 115346 members 
Mstep: Class 7 contains 124318 members 
Mstep: Class 8 contains 27287 members 
Mstep: Class 9 contains 63542 members 
Mstep: Class 10 contains 15304 members 
Mstep: Class 11 contains 3522 members 
Mstep: Class 12 contains 59746 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1319 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39922 members 
Mstep: Class 17 contains 6276 members 
Mstep: Class 18 contains 59417 members 
Mstep: Class 19 contains 6687 members 
Mstep: Class 20 contains 13040 members 
Mstep: Class 21 contains 13749 members 
Mstep: Class 22 contains 7145 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10479 members 
Mstep: Class 26 contains 18997 members 
Mstep: Class 27 contains 73194 members 
Mstep: Class 28 contains 1301 members 
Mstep: Class 29 contains 1345 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4205 members 
Mstep: Class 33 contains 8060 members 
Mstep: Class 34 contains 1248 members 
Mstep: Class 35 contains 7378 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8973 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 7819 members 
Mstep: Class 41 contains 6843 members 
Mstep: Class 42 contains 2447 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2138 members 
Mstep: Class 47 contains 41219 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Mstep: Class 50 contains 84053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474240.000000 Penalty: 111905.187500
Iteration 284Q: 51 clusters Score -8.447424e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27504 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3293 members 
Mstep: Class 6 contains 115329 members 
Mstep: Class 7 contains 124317 members 
Mstep: Class 8 contains 27297 members 
Mstep: Class 9 contains 63549 members 
Mstep: Class 10 contains 15301 members 
Mstep: Class 11 contains 3520 members 
Mstep: Class 12 contains 59747 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1315 members 
Mstep: Class 15 contains 2085 members 
Mstep: Class 16 contains 39915 members 
Mstep: Class 17 contains 6276 members 
Mstep: Class 18 contains 59417 members 
Mstep: Class 19 contains 6637 members 
Mstep: Class 20 contains 13040 members 
Mstep: Class 21 contains 13739 members 
Mstep: Class 22 contains 7120 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10478 members 
Mstep: Class 26 contains 18999 members 
Mstep: Class 27 contains 73196 members 
Mstep: Class 28 contains 1301 members 
Mstep: Class 29 contains 1346 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4186 members 
Mstep: Class 33 contains 8055 members 
Mstep: Class 34 contains 1247 members 
Mstep: Class 35 contains 7373 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8970 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1974 members 
Mstep: Class 40 contains 8049 members 
Mstep: Class 41 contains 6841 members 
Mstep: Class 42 contains 2448 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3833 members 
Mstep: Class 46 contains 2138 members 
Mstep: Class 47 contains 41216 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Mstep: Class 50 contains 83940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474384.000000 Penalty: 111905.187500
Iteration 285Q: 51 clusters Score -8.447438e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27504 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3293 members 
Mstep: Class 6 contains 115323 members 
Mstep: Class 7 contains 124324 members 
Mstep: Class 8 contains 27305 members 
Mstep: Class 9 contains 63551 members 
Mstep: Class 10 contains 15300 members 
Mstep: Class 11 contains 3519 members 
Mstep: Class 12 contains 59750 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 2085 members 
Mstep: Class 16 contains 39912 members 
Mstep: Class 17 contains 6277 members 
Mstep: Class 18 contains 59418 members 
Mstep: Class 19 contains 6592 members 
Mstep: Class 20 contains 13040 members 
Mstep: Class 21 contains 13728 members 
Mstep: Class 22 contains 7097 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10479 members 
Mstep: Class 26 contains 19014 members 
Mstep: Class 27 contains 73188 members 
Mstep: Class 28 contains 1301 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4166 members 
Mstep: Class 33 contains 8047 members 
Mstep: Class 34 contains 1248 members 
Mstep: Class 35 contains 7363 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8972 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1974 members 
Mstep: Class 40 contains 8273 members 
Mstep: Class 41 contains 6841 members 
Mstep: Class 42 contains 2449 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3834 members 
Mstep: Class 46 contains 2138 members 
Mstep: Class 47 contains 41212 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 613 members 
Mstep: Class 50 contains 83813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474216.000000 Penalty: 111905.187500
Iteration 286Q: 51 clusters Score -8.447422e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27479 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3293 members 
Mstep: Class 6 contains 115320 members 
Mstep: Class 7 contains 124328 members 
Mstep: Class 8 contains 27317 members 
Mstep: Class 9 contains 63557 members 
Mstep: Class 10 contains 15300 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 12 contains 59751 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 2085 members 
Mstep: Class 16 contains 39911 members 
Mstep: Class 17 contains 6276 members 
Mstep: Class 18 contains 59417 members 
Mstep: Class 19 contains 6544 members 
Mstep: Class 20 contains 13039 members 
Mstep: Class 21 contains 13720 members 
Mstep: Class 22 contains 7083 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10478 members 
Mstep: Class 26 contains 19015 members 
Mstep: Class 27 contains 73199 members 
Mstep: Class 28 contains 1302 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4139 members 
Mstep: Class 33 contains 8036 members 
Mstep: Class 34 contains 1248 members 
Mstep: Class 35 contains 7352 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8972 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 8514 members 
Mstep: Class 41 contains 6841 members 
Mstep: Class 42 contains 2450 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3834 members 
Mstep: Class 46 contains 2138 members 
Mstep: Class 47 contains 41207 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 612 members 
Mstep: Class 50 contains 83695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474272.000000 Penalty: 111905.187500
Iteration 287Q: 51 clusters Score -8.447427e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27447 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3293 members 
Mstep: Class 6 contains 115318 members 
Mstep: Class 7 contains 124323 members 
Mstep: Class 8 contains 27327 members 
Mstep: Class 9 contains 63560 members 
Mstep: Class 10 contains 15300 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 12 contains 59752 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 2085 members 
Mstep: Class 16 contains 39912 members 
Mstep: Class 17 contains 6276 members 
Mstep: Class 18 contains 59416 members 
Mstep: Class 19 contains 6503 members 
Mstep: Class 20 contains 13038 members 
Mstep: Class 21 contains 13719 members 
Mstep: Class 22 contains 7071 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10473 members 
Mstep: Class 26 contains 19022 members 
Mstep: Class 27 contains 73211 members 
Mstep: Class 28 contains 1303 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4112 members 
Mstep: Class 33 contains 8030 members 
Mstep: Class 34 contains 1248 members 
Mstep: Class 35 contains 7342 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8971 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1972 members 
Mstep: Class 40 contains 8750 members 
Mstep: Class 41 contains 6842 members 
Mstep: Class 42 contains 2450 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3834 members 
Mstep: Class 46 contains 2138 members 
Mstep: Class 47 contains 41203 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 612 members 
Mstep: Class 50 contains 83572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474360.000000 Penalty: 111905.187500
Iteration 288Q: 51 clusters Score -8.447436e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27414 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3294 members 
Mstep: Class 6 contains 115304 members 
Mstep: Class 7 contains 124319 members 
Mstep: Class 8 contains 27325 members 
Mstep: Class 9 contains 63563 members 
Mstep: Class 10 contains 15299 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 12 contains 59752 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1315 members 
Mstep: Class 15 contains 2085 members 
Mstep: Class 16 contains 39916 members 
Mstep: Class 17 contains 6274 members 
Mstep: Class 18 contains 59416 members 
Mstep: Class 19 contains 6486 members 
Mstep: Class 20 contains 13037 members 
Mstep: Class 21 contains 13718 members 
Mstep: Class 22 contains 7062 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10471 members 
Mstep: Class 26 contains 19023 members 
Mstep: Class 27 contains 73225 members 
Mstep: Class 28 contains 1303 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 8028 members 
Mstep: Class 34 contains 1247 members 
Mstep: Class 35 contains 7331 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8972 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 8955 members 
Mstep: Class 41 contains 6843 members 
Mstep: Class 42 contains 2451 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3834 members 
Mstep: Class 46 contains 2138 members 
Mstep: Class 47 contains 41211 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 612 members 
Mstep: Class 50 contains 83458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474360.000000 Penalty: 111905.187500
Iteration 289Q: 51 clusters Score -8.447436e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27384 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3293 members 
Mstep: Class 6 contains 115300 members 
Mstep: Class 7 contains 124315 members 
Mstep: Class 8 contains 27331 members 
Mstep: Class 9 contains 63568 members 
Mstep: Class 10 contains 15298 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 12 contains 59753 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1315 members 
Mstep: Class 15 contains 2085 members 
Mstep: Class 16 contains 39915 members 
Mstep: Class 17 contains 6274 members 
Mstep: Class 18 contains 59418 members 
Mstep: Class 19 contains 6470 members 
Mstep: Class 20 contains 13035 members 
Mstep: Class 21 contains 13714 members 
Mstep: Class 22 contains 7043 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10467 members 
Mstep: Class 26 contains 19027 members 
Mstep: Class 27 contains 73226 members 
Mstep: Class 28 contains 1301 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4062 members 
Mstep: Class 33 contains 8020 members 
Mstep: Class 34 contains 1246 members 
Mstep: Class 35 contains 7329 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8973 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 9144 members 
Mstep: Class 41 contains 6849 members 
Mstep: Class 42 contains 2451 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3834 members 
Mstep: Class 46 contains 2138 members 
Mstep: Class 47 contains 41213 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 612 members 
Mstep: Class 50 contains 83365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474656.000000 Penalty: 111905.187500
Iteration 290Q: 51 clusters Score -8.447466e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27357 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3293 members 
Mstep: Class 6 contains 115303 members 
Mstep: Class 7 contains 124320 members 
Mstep: Class 8 contains 27330 members 
Mstep: Class 9 contains 63573 members 
Mstep: Class 10 contains 15299 members 
Mstep: Class 11 contains 3517 members 
Mstep: Class 12 contains 59753 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1315 members 
Mstep: Class 15 contains 2085 members 
Mstep: Class 16 contains 39917 members 
Mstep: Class 17 contains 6274 members 
Mstep: Class 18 contains 59417 members 
Mstep: Class 19 contains 6453 members 
Mstep: Class 20 contains 13034 members 
Mstep: Class 21 contains 13708 members 
Mstep: Class 22 contains 7027 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10463 members 
Mstep: Class 26 contains 19030 members 
Mstep: Class 27 contains 73241 members 
Mstep: Class 28 contains 1302 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4035 members 
Mstep: Class 33 contains 8010 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 7321 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8977 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 9320 members 
Mstep: Class 41 contains 6852 members 
Mstep: Class 42 contains 2451 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2883 members 
Mstep: Class 45 contains 3834 members 
Mstep: Class 46 contains 2139 members 
Mstep: Class 47 contains 41214 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 612 members 
Mstep: Class 50 contains 83265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474536.000000 Penalty: 111905.187500
Iteration 291Q: 51 clusters Score -8.447454e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27342 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3293 members 
Mstep: Class 6 contains 115300 members 
Mstep: Class 7 contains 124318 members 
Mstep: Class 8 contains 27333 members 
Mstep: Class 9 contains 63574 members 
Mstep: Class 10 contains 15298 members 
Mstep: Class 11 contains 3516 members 
Mstep: Class 12 contains 59753 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1315 members 
Mstep: Class 15 contains 2085 members 
Mstep: Class 16 contains 39919 members 
Mstep: Class 17 contains 6274 members 
Mstep: Class 18 contains 59417 members 
Mstep: Class 19 contains 6428 members 
Mstep: Class 20 contains 13032 members 
Mstep: Class 21 contains 13708 members 
Mstep: Class 22 contains 7011 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10464 members 
Mstep: Class 26 contains 19034 members 
Mstep: Class 27 contains 73256 members 
Mstep: Class 28 contains 1300 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 4005 members 
Mstep: Class 33 contains 8007 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 7317 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8978 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1972 members 
Mstep: Class 40 contains 9487 members 
Mstep: Class 41 contains 6857 members 
Mstep: Class 42 contains 2451 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2882 members 
Mstep: Class 45 contains 3834 members 
Mstep: Class 46 contains 2139 members 
Mstep: Class 47 contains 41214 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 612 members 
Mstep: Class 50 contains 83170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474512.000000 Penalty: 111905.187500
Iteration 292Q: 51 clusters Score -8.447451e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27321 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3293 members 
Mstep: Class 6 contains 115299 members 
Mstep: Class 7 contains 124324 members 
Mstep: Class 8 contains 27338 members 
Mstep: Class 9 contains 63574 members 
Mstep: Class 10 contains 15297 members 
Mstep: Class 11 contains 3514 members 
Mstep: Class 12 contains 59752 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 2085 members 
Mstep: Class 16 contains 39928 members 
Mstep: Class 17 contains 6275 members 
Mstep: Class 18 contains 59416 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 13035 members 
Mstep: Class 21 contains 13708 members 
Mstep: Class 22 contains 7003 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10467 members 
Mstep: Class 26 contains 19039 members 
Mstep: Class 27 contains 73274 members 
Mstep: Class 28 contains 1301 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 3974 members 
Mstep: Class 33 contains 8004 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7303 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8978 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1972 members 
Mstep: Class 40 contains 9653 members 
Mstep: Class 41 contains 6857 members 
Mstep: Class 42 contains 2451 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2882 members 
Mstep: Class 45 contains 3834 members 
Mstep: Class 46 contains 2139 members 
Mstep: Class 47 contains 41216 members 
Mstep: Class 48 contains 2595 members 
Mstep: Class 49 contains 612 members 
Mstep: Class 50 contains 83061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474656.000000 Penalty: 111905.187500
Iteration 293Q: 51 clusters Score -8.447466e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27316 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3293 members 
Mstep: Class 6 contains 115293 members 
Mstep: Class 7 contains 124316 members 
Mstep: Class 8 contains 27337 members 
Mstep: Class 9 contains 63573 members 
Mstep: Class 10 contains 15294 members 
Mstep: Class 11 contains 3512 members 
Mstep: Class 12 contains 59753 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 2085 members 
Mstep: Class 16 contains 39934 members 
Mstep: Class 17 contains 6274 members 
Mstep: Class 18 contains 59418 members 
Mstep: Class 19 contains 6383 members 
Mstep: Class 20 contains 13033 members 
Mstep: Class 21 contains 13704 members 
Mstep: Class 22 contains 6996 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10467 members 
Mstep: Class 26 contains 19047 members 
Mstep: Class 27 contains 73294 members 
Mstep: Class 28 contains 1299 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 3949 members 
Mstep: Class 33 contains 8005 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7298 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8978 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1972 members 
Mstep: Class 40 contains 9802 members 
Mstep: Class 41 contains 6857 members 
Mstep: Class 42 contains 2451 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2882 members 
Mstep: Class 45 contains 3834 members 
Mstep: Class 46 contains 2140 members 
Mstep: Class 47 contains 41218 members 
Mstep: Class 48 contains 2596 members 
Mstep: Class 49 contains 612 members 
Mstep: Class 50 contains 82959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474640.000000 Penalty: 111905.187500
Iteration 294Q: 51 clusters Score -8.447464e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27306 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3292 members 
Mstep: Class 6 contains 115284 members 
Mstep: Class 7 contains 124319 members 
Mstep: Class 8 contains 27338 members 
Mstep: Class 9 contains 63577 members 
Mstep: Class 10 contains 15291 members 
Mstep: Class 11 contains 3512 members 
Mstep: Class 12 contains 59754 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 2085 members 
Mstep: Class 16 contains 39941 members 
Mstep: Class 17 contains 6269 members 
Mstep: Class 18 contains 59418 members 
Mstep: Class 19 contains 6363 members 
Mstep: Class 20 contains 13032 members 
Mstep: Class 21 contains 13705 members 
Mstep: Class 22 contains 6991 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10469 members 
Mstep: Class 26 contains 19049 members 
Mstep: Class 27 contains 73300 members 
Mstep: Class 28 contains 1297 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 3925 members 
Mstep: Class 33 contains 7999 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7297 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8978 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 9942 members 
Mstep: Class 41 contains 6857 members 
Mstep: Class 42 contains 2452 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2881 members 
Mstep: Class 45 contains 3834 members 
Mstep: Class 46 contains 2144 members 
Mstep: Class 47 contains 41218 members 
Mstep: Class 48 contains 2596 members 
Mstep: Class 49 contains 612 members 
Mstep: Class 50 contains 82874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474696.000000 Penalty: 111905.187500
Iteration 295Q: 51 clusters Score -8.44747e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27291 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3290 members 
Mstep: Class 6 contains 115281 members 
Mstep: Class 7 contains 124316 members 
Mstep: Class 8 contains 27336 members 
Mstep: Class 9 contains 63582 members 
Mstep: Class 10 contains 15289 members 
Mstep: Class 11 contains 3512 members 
Mstep: Class 12 contains 59755 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 2085 members 
Mstep: Class 16 contains 39952 members 
Mstep: Class 17 contains 6266 members 
Mstep: Class 18 contains 59419 members 
Mstep: Class 19 contains 6358 members 
Mstep: Class 20 contains 13032 members 
Mstep: Class 21 contains 13709 members 
Mstep: Class 22 contains 6982 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10476 members 
Mstep: Class 26 contains 19053 members 
Mstep: Class 27 contains 73313 members 
Mstep: Class 28 contains 1299 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 3899 members 
Mstep: Class 33 contains 7993 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7284 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8978 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 10064 members 
Mstep: Class 41 contains 6859 members 
Mstep: Class 42 contains 2451 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2881 members 
Mstep: Class 45 contains 3834 members 
Mstep: Class 46 contains 2146 members 
Mstep: Class 47 contains 41215 members 
Mstep: Class 48 contains 2596 members 
Mstep: Class 49 contains 612 members 
Mstep: Class 50 contains 82792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474680.000000 Penalty: 111905.187500
Iteration 296Q: 51 clusters Score -8.447468e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27284 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 115280 members 
Mstep: Class 7 contains 124312 members 
Mstep: Class 8 contains 27339 members 
Mstep: Class 9 contains 63584 members 
Mstep: Class 10 contains 15286 members 
Mstep: Class 11 contains 3513 members 
Mstep: Class 12 contains 59753 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 2085 members 
Mstep: Class 16 contains 39952 members 
Mstep: Class 17 contains 6265 members 
Mstep: Class 18 contains 59418 members 
Mstep: Class 19 contains 6353 members 
Mstep: Class 20 contains 13031 members 
Mstep: Class 21 contains 13713 members 
Mstep: Class 22 contains 6973 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10479 members 
Mstep: Class 26 contains 19051 members 
Mstep: Class 27 contains 73319 members 
Mstep: Class 28 contains 1296 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 3876 members 
Mstep: Class 33 contains 7984 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 7275 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8978 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 1974 members 
Mstep: Class 40 contains 10192 members 
Mstep: Class 41 contains 6860 members 
Mstep: Class 42 contains 2451 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2880 members 
Mstep: Class 45 contains 3834 members 
Mstep: Class 46 contains 2150 members 
Mstep: Class 47 contains 41215 members 
Mstep: Class 48 contains 2596 members 
Mstep: Class 49 contains 612 members 
Mstep: Class 50 contains 82718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474600.000000 Penalty: 111905.187500
Iteration 297Q: 51 clusters Score -8.44746e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27274 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 115278 members 
Mstep: Class 7 contains 124313 members 
Mstep: Class 8 contains 27339 members 
Mstep: Class 9 contains 63588 members 
Mstep: Class 10 contains 15287 members 
Mstep: Class 11 contains 3513 members 
Mstep: Class 12 contains 59753 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1315 members 
Mstep: Class 15 contains 2085 members 
Mstep: Class 16 contains 39952 members 
Mstep: Class 17 contains 6262 members 
Mstep: Class 18 contains 59418 members 
Mstep: Class 19 contains 6351 members 
Mstep: Class 20 contains 13030 members 
Mstep: Class 21 contains 13711 members 
Mstep: Class 22 contains 6964 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10479 members 
Mstep: Class 26 contains 19052 members 
Mstep: Class 27 contains 73320 members 
Mstep: Class 28 contains 1292 members 
Mstep: Class 29 contains 1352 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 3861 members 
Mstep: Class 33 contains 7981 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 7272 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8978 members 
Mstep: Class 38 contains 1276 members 
Mstep: Class 39 contains 1975 members 
Mstep: Class 40 contains 10287 members 
Mstep: Class 41 contains 6857 members 
Mstep: Class 42 contains 2451 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2880 members 
Mstep: Class 45 contains 3834 members 
Mstep: Class 46 contains 2157 members 
Mstep: Class 47 contains 41216 members 
Mstep: Class 48 contains 2596 members 
Mstep: Class 49 contains 612 members 
Mstep: Class 50 contains 82665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474680.000000 Penalty: 111905.187500
Iteration 298Q: 51 clusters Score -8.447468e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27261 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3288 members 
Mstep: Class 6 contains 115281 members 
Mstep: Class 7 contains 124305 members 
Mstep: Class 8 contains 27346 members 
Mstep: Class 9 contains 63588 members 
Mstep: Class 10 contains 15283 members 
Mstep: Class 11 contains 3513 members 
Mstep: Class 12 contains 59751 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1315 members 
Mstep: Class 15 contains 2085 members 
Mstep: Class 16 contains 39954 members 
Mstep: Class 17 contains 6256 members 
Mstep: Class 18 contains 59416 members 
Mstep: Class 19 contains 6345 members 
Mstep: Class 20 contains 13030 members 
Mstep: Class 21 contains 13713 members 
Mstep: Class 22 contains 6961 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10482 members 
Mstep: Class 26 contains 19054 members 
Mstep: Class 27 contains 73334 members 
Mstep: Class 28 contains 1291 members 
Mstep: Class 29 contains 1352 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 3850 members 
Mstep: Class 33 contains 7975 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 7266 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8980 members 
Mstep: Class 38 contains 1277 members 
Mstep: Class 39 contains 1975 members 
Mstep: Class 40 contains 10374 members 
Mstep: Class 41 contains 6858 members 
Mstep: Class 42 contains 2450 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2879 members 
Mstep: Class 45 contains 3834 members 
Mstep: Class 46 contains 2162 members 
Mstep: Class 47 contains 41218 members 
Mstep: Class 48 contains 2596 members 
Mstep: Class 49 contains 612 members 
Mstep: Class 50 contains 82605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474800.000000 Penalty: 111905.187500
Iteration 299Q: 51 clusters Score -8.44748e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27255 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 115279 members 
Mstep: Class 7 contains 124300 members 
Mstep: Class 8 contains 27344 members 
Mstep: Class 9 contains 63594 members 
Mstep: Class 10 contains 15282 members 
Mstep: Class 11 contains 3514 members 
Mstep: Class 12 contains 59750 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 2085 members 
Mstep: Class 16 contains 39953 members 
Mstep: Class 17 contains 6257 members 
Mstep: Class 18 contains 59416 members 
Mstep: Class 19 contains 6332 members 
Mstep: Class 20 contains 13030 members 
Mstep: Class 21 contains 13713 members 
Mstep: Class 22 contains 6958 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10483 members 
Mstep: Class 26 contains 19055 members 
Mstep: Class 27 contains 73342 members 
Mstep: Class 28 contains 1290 members 
Mstep: Class 29 contains 1352 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 3845 members 
Mstep: Class 33 contains 7970 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 7259 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8982 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 1975 members 
Mstep: Class 40 contains 10456 members 
Mstep: Class 41 contains 6858 members 
Mstep: Class 42 contains 2450 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2878 members 
Mstep: Class 45 contains 3834 members 
Mstep: Class 46 contains 2166 members 
Mstep: Class 47 contains 41219 members 
Mstep: Class 48 contains 2596 members 
Mstep: Class 49 contains 612 members 
Mstep: Class 50 contains 82548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474872.000000 Penalty: 111905.187500
Iteration 300F: 51 clusters Score -8.447487e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27230 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3291 members 
Mstep: Class 6 contains 115284 members 
Mstep: Class 7 contains 124303 members 
Mstep: Class 8 contains 27346 members 
Mstep: Class 9 contains 63602 members 
Mstep: Class 10 contains 15281 members 
Mstep: Class 11 contains 3513 members 
Mstep: Class 12 contains 59751 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1318 members 
Mstep: Class 15 contains 2085 members 
Mstep: Class 16 contains 39955 members 
Mstep: Class 17 contains 6248 members 
Mstep: Class 18 contains 59417 members 
Mstep: Class 19 contains 6320 members 
Mstep: Class 20 contains 13031 members 
Mstep: Class 21 contains 13710 members 
Mstep: Class 22 contains 6957 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10481 members 
Mstep: Class 26 contains 19062 members 
Mstep: Class 27 contains 73348 members 
Mstep: Class 28 contains 1286 members 
Mstep: Class 29 contains 1352 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 3834 members 
Mstep: Class 33 contains 7961 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 7254 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8982 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 1975 members 
Mstep: Class 40 contains 10560 members 
Mstep: Class 41 contains 6861 members 
Mstep: Class 42 contains 2448 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2879 members 
Mstep: Class 45 contains 3834 members 
Mstep: Class 46 contains 2170 members 
Mstep: Class 47 contains 41217 members 
Mstep: Class 48 contains 2596 members 
Mstep: Class 49 contains 611 members 
Mstep: Class 50 contains 82484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474832.000000 Penalty: 111905.187500
Iteration 301Q: 51 clusters Score -8.447483e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27206 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3291 members 
Mstep: Class 6 contains 115287 members 
Mstep: Class 7 contains 124305 members 
Mstep: Class 8 contains 27346 members 
Mstep: Class 9 contains 63610 members 
Mstep: Class 10 contains 15280 members 
Mstep: Class 11 contains 3511 members 
Mstep: Class 12 contains 59752 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 2085 members 
Mstep: Class 16 contains 39957 members 
Mstep: Class 17 contains 6241 members 
Mstep: Class 18 contains 59416 members 
Mstep: Class 19 contains 6302 members 
Mstep: Class 20 contains 13034 members 
Mstep: Class 21 contains 13710 members 
Mstep: Class 22 contains 6956 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10481 members 
Mstep: Class 26 contains 19069 members 
Mstep: Class 27 contains 73349 members 
Mstep: Class 28 contains 1284 members 
Mstep: Class 29 contains 1351 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 3821 members 
Mstep: Class 33 contains 7956 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 7253 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8981 members 
Mstep: Class 38 contains 1279 members 
Mstep: Class 39 contains 1975 members 
Mstep: Class 40 contains 10660 members 
Mstep: Class 41 contains 6860 members 
Mstep: Class 42 contains 2448 members 
Mstep: Class 43 contains 1273 members 
Mstep: Class 44 contains 2879 members 
Mstep: Class 45 contains 3834 members 
Mstep: Class 46 contains 2175 members 
Mstep: Class 47 contains 41217 members 
Mstep: Class 48 contains 2596 members 
Mstep: Class 49 contains 611 members 
Mstep: Class 50 contains 82429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474880.000000 Penalty: 111905.187500
Iteration 302Q: 51 clusters Score -8.447488e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27182 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3292 members 
Mstep: Class 6 contains 115292 members 
Mstep: Class 7 contains 124307 members 
Mstep: Class 8 contains 27352 members 
Mstep: Class 9 contains 63613 members 
Mstep: Class 10 contains 15280 members 
Mstep: Class 11 contains 3508 members 
Mstep: Class 12 contains 59750 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 2085 members 
Mstep: Class 16 contains 39959 members 
Mstep: Class 17 contains 6236 members 
Mstep: Class 18 contains 59415 members 
Mstep: Class 19 contains 6289 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13710 members 
Mstep: Class 22 contains 6952 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10482 members 
Mstep: Class 26 contains 19076 members 
Mstep: Class 27 contains 73357 members 
Mstep: Class 28 contains 1283 members 
Mstep: Class 29 contains 1351 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 3816 members 
Mstep: Class 33 contains 7950 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 7248 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8981 members 
Mstep: Class 38 contains 1280 members 
Mstep: Class 39 contains 1975 members 
Mstep: Class 40 contains 10729 members 
Mstep: Class 41 contains 6858 members 
Mstep: Class 42 contains 2448 members 
Mstep: Class 43 contains 1273 members 
Mstep: Class 44 contains 2881 members 
Mstep: Class 45 contains 3834 members 
Mstep: Class 46 contains 2179 members 
Mstep: Class 47 contains 41216 members 
Mstep: Class 48 contains 2599 members 
Mstep: Class 49 contains 611 members 
Mstep: Class 50 contains 82385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475048.000000 Penalty: 111905.187500
Iteration 303Q: 51 clusters Score -8.447505e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27163 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3293 members 
Mstep: Class 6 contains 115296 members 
Mstep: Class 7 contains 124312 members 
Mstep: Class 8 contains 27357 members 
Mstep: Class 9 contains 63615 members 
Mstep: Class 10 contains 15279 members 
Mstep: Class 11 contains 3507 members 
Mstep: Class 12 contains 59749 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 2085 members 
Mstep: Class 16 contains 39962 members 
Mstep: Class 17 contains 6228 members 
Mstep: Class 18 contains 59418 members 
Mstep: Class 19 contains 6288 members 
Mstep: Class 20 contains 13037 members 
Mstep: Class 21 contains 13711 members 
Mstep: Class 22 contains 6950 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10482 members 
Mstep: Class 26 contains 19077 members 
Mstep: Class 27 contains 73364 members 
Mstep: Class 28 contains 1284 members 
Mstep: Class 29 contains 1351 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 3805 members 
Mstep: Class 33 contains 7943 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 7244 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8980 members 
Mstep: Class 38 contains 1280 members 
Mstep: Class 39 contains 1975 members 
Mstep: Class 40 contains 10771 members 
Mstep: Class 41 contains 6858 members 
Mstep: Class 42 contains 2447 members 
Mstep: Class 43 contains 1273 members 
Mstep: Class 44 contains 2885 members 
Mstep: Class 45 contains 3834 members 
Mstep: Class 46 contains 2183 members 
Mstep: Class 47 contains 41217 members 
Mstep: Class 48 contains 2600 members 
Mstep: Class 49 contains 611 members 
Mstep: Class 50 contains 82356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475048.000000 Penalty: 111905.187500
Iteration 304Q: 51 clusters Score -8.447505e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27146 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3293 members 
Mstep: Class 6 contains 115300 members 
Mstep: Class 7 contains 124317 members 
Mstep: Class 8 contains 27353 members 
Mstep: Class 9 contains 63623 members 
Mstep: Class 10 contains 15276 members 
Mstep: Class 11 contains 3506 members 
Mstep: Class 12 contains 59750 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 2085 members 
Mstep: Class 16 contains 39971 members 
Mstep: Class 17 contains 6222 members 
Mstep: Class 18 contains 59419 members 
Mstep: Class 19 contains 6291 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13706 members 
Mstep: Class 22 contains 6949 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10481 members 
Mstep: Class 26 contains 19083 members 
Mstep: Class 27 contains 73369 members 
Mstep: Class 28 contains 1285 members 
Mstep: Class 29 contains 1351 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 3798 members 
Mstep: Class 33 contains 7939 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 7239 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8977 members 
Mstep: Class 38 contains 1280 members 
Mstep: Class 39 contains 1975 members 
Mstep: Class 40 contains 10808 members 
Mstep: Class 41 contains 6858 members 
Mstep: Class 42 contains 2453 members 
Mstep: Class 43 contains 1272 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3834 members 
Mstep: Class 46 contains 2188 members 
Mstep: Class 47 contains 41215 members 
Mstep: Class 48 contains 2600 members 
Mstep: Class 49 contains 611 members 
Mstep: Class 50 contains 82327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475120.000000 Penalty: 111905.187500
Iteration 305Q: 51 clusters Score -8.447512e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27137 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3292 members 
Mstep: Class 6 contains 115306 members 
Mstep: Class 7 contains 124315 members 
Mstep: Class 8 contains 27344 members 
Mstep: Class 9 contains 63626 members 
Mstep: Class 10 contains 15274 members 
Mstep: Class 11 contains 3506 members 
Mstep: Class 12 contains 59749 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39975 members 
Mstep: Class 17 contains 6222 members 
Mstep: Class 18 contains 59423 members 
Mstep: Class 19 contains 6290 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13705 members 
Mstep: Class 22 contains 6949 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10480 members 
Mstep: Class 26 contains 19087 members 
Mstep: Class 27 contains 73372 members 
Mstep: Class 28 contains 1285 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 3796 members 
Mstep: Class 33 contains 7934 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 7231 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8977 members 
Mstep: Class 38 contains 1280 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 10855 members 
Mstep: Class 41 contains 6858 members 
Mstep: Class 42 contains 2457 members 
Mstep: Class 43 contains 1269 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3834 members 
Mstep: Class 46 contains 2187 members 
Mstep: Class 47 contains 41216 members 
Mstep: Class 48 contains 2601 members 
Mstep: Class 49 contains 612 members 
Mstep: Class 50 contains 82297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474952.000000 Penalty: 111905.187500
Iteration 306Q: 51 clusters Score -8.447495e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27133 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 115307 members 
Mstep: Class 7 contains 124310 members 
Mstep: Class 8 contains 27345 members 
Mstep: Class 9 contains 63628 members 
Mstep: Class 10 contains 15273 members 
Mstep: Class 11 contains 3502 members 
Mstep: Class 12 contains 59748 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 39975 members 
Mstep: Class 17 contains 6220 members 
Mstep: Class 18 contains 59423 members 
Mstep: Class 19 contains 6287 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13705 members 
Mstep: Class 22 contains 6947 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10481 members 
Mstep: Class 26 contains 19090 members 
Mstep: Class 27 contains 73376 members 
Mstep: Class 28 contains 1285 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 3791 members 
Mstep: Class 33 contains 7935 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 7230 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8978 members 
Mstep: Class 38 contains 1281 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 10895 members 
Mstep: Class 41 contains 6858 members 
Mstep: Class 42 contains 2461 members 
Mstep: Class 43 contains 1269 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3833 members 
Mstep: Class 46 contains 2187 members 
Mstep: Class 47 contains 41217 members 
Mstep: Class 48 contains 2603 members 
Mstep: Class 49 contains 613 members 
Mstep: Class 50 contains 82268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474944.000000 Penalty: 111905.187500
Iteration 307Q: 51 clusters Score -8.447494e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27127 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 115308 members 
Mstep: Class 7 contains 124311 members 
Mstep: Class 8 contains 27344 members 
Mstep: Class 9 contains 63635 members 
Mstep: Class 10 contains 15272 members 
Mstep: Class 11 contains 3501 members 
Mstep: Class 12 contains 59748 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39974 members 
Mstep: Class 17 contains 6219 members 
Mstep: Class 18 contains 59423 members 
Mstep: Class 19 contains 6282 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13703 members 
Mstep: Class 22 contains 6946 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10481 members 
Mstep: Class 26 contains 19093 members 
Mstep: Class 27 contains 73380 members 
Mstep: Class 28 contains 1285 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 3784 members 
Mstep: Class 33 contains 7935 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 7230 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8975 members 
Mstep: Class 38 contains 1281 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 10936 members 
Mstep: Class 41 contains 6856 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3833 members 
Mstep: Class 46 contains 2189 members 
Mstep: Class 47 contains 41217 members 
Mstep: Class 48 contains 2605 members 
Mstep: Class 49 contains 614 members 
Mstep: Class 50 contains 82237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474960.000000 Penalty: 111905.187500
Iteration 308Q: 51 clusters Score -8.447496e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27124 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 115317 members 
Mstep: Class 7 contains 124311 members 
Mstep: Class 8 contains 27346 members 
Mstep: Class 9 contains 63641 members 
Mstep: Class 10 contains 15271 members 
Mstep: Class 11 contains 3499 members 
Mstep: Class 12 contains 59749 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39973 members 
Mstep: Class 17 contains 6218 members 
Mstep: Class 18 contains 59423 members 
Mstep: Class 19 contains 6272 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13701 members 
Mstep: Class 22 contains 6946 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10479 members 
Mstep: Class 26 contains 19091 members 
Mstep: Class 27 contains 73384 members 
Mstep: Class 28 contains 1285 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 3777 members 
Mstep: Class 33 contains 7935 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 7228 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8976 members 
Mstep: Class 38 contains 1283 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 10972 members 
Mstep: Class 41 contains 6857 members 
Mstep: Class 42 contains 2462 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2190 members 
Mstep: Class 47 contains 41217 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 614 members 
Mstep: Class 50 contains 82207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474968.000000 Penalty: 111905.187500
Iteration 309Q: 51 clusters Score -8.447497e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27117 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 115321 members 
Mstep: Class 7 contains 124312 members 
Mstep: Class 8 contains 27344 members 
Mstep: Class 9 contains 63643 members 
Mstep: Class 10 contains 15270 members 
Mstep: Class 11 contains 3498 members 
Mstep: Class 12 contains 59749 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39976 members 
Mstep: Class 17 contains 6217 members 
Mstep: Class 18 contains 59423 members 
Mstep: Class 19 contains 6269 members 
Mstep: Class 20 contains 13037 members 
Mstep: Class 21 contains 13699 members 
Mstep: Class 22 contains 6944 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10479 members 
Mstep: Class 26 contains 19095 members 
Mstep: Class 27 contains 73389 members 
Mstep: Class 28 contains 1284 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 3770 members 
Mstep: Class 33 contains 7935 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7225 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8975 members 
Mstep: Class 38 contains 1284 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 11005 members 
Mstep: Class 41 contains 6856 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2190 members 
Mstep: Class 47 contains 41219 members 
Mstep: Class 48 contains 2608 members 
Mstep: Class 49 contains 614 members 
Mstep: Class 50 contains 82181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474944.000000 Penalty: 111905.187500
Iteration 310Q: 51 clusters Score -8.447494e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27118 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 115321 members 
Mstep: Class 7 contains 124318 members 
Mstep: Class 8 contains 27343 members 
Mstep: Class 9 contains 63644 members 
Mstep: Class 10 contains 15269 members 
Mstep: Class 11 contains 3498 members 
Mstep: Class 12 contains 59749 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1318 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39977 members 
Mstep: Class 17 contains 6215 members 
Mstep: Class 18 contains 59423 members 
Mstep: Class 19 contains 6267 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13699 members 
Mstep: Class 22 contains 6942 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10479 members 
Mstep: Class 26 contains 19098 members 
Mstep: Class 27 contains 73388 members 
Mstep: Class 28 contains 1283 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 3765 members 
Mstep: Class 33 contains 7933 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7224 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8973 members 
Mstep: Class 38 contains 1284 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 11040 members 
Mstep: Class 41 contains 6853 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2885 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2190 members 
Mstep: Class 47 contains 41219 members 
Mstep: Class 48 contains 2609 members 
Mstep: Class 49 contains 614 members 
Mstep: Class 50 contains 82155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474896.000000 Penalty: 111905.187500
Iteration 311Q: 51 clusters Score -8.44749e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27114 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 115322 members 
Mstep: Class 7 contains 124316 members 
Mstep: Class 8 contains 27343 members 
Mstep: Class 9 contains 63647 members 
Mstep: Class 10 contains 15269 members 
Mstep: Class 11 contains 3498 members 
Mstep: Class 12 contains 59749 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1318 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39976 members 
Mstep: Class 17 contains 6214 members 
Mstep: Class 18 contains 59423 members 
Mstep: Class 19 contains 6265 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13696 members 
Mstep: Class 22 contains 6940 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10480 members 
Mstep: Class 26 contains 19101 members 
Mstep: Class 27 contains 73386 members 
Mstep: Class 28 contains 1283 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 3758 members 
Mstep: Class 33 contains 7932 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7224 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8974 members 
Mstep: Class 38 contains 1285 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 11068 members 
Mstep: Class 41 contains 6853 members 
Mstep: Class 42 contains 2462 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2885 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2190 members 
Mstep: Class 47 contains 41219 members 
Mstep: Class 48 contains 2609 members 
Mstep: Class 49 contains 614 members 
Mstep: Class 50 contains 82143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474984.000000 Penalty: 111905.187500
Iteration 312Q: 51 clusters Score -8.447498e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27111 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 115323 members 
Mstep: Class 7 contains 124320 members 
Mstep: Class 8 contains 27343 members 
Mstep: Class 9 contains 63646 members 
Mstep: Class 10 contains 15269 members 
Mstep: Class 11 contains 3498 members 
Mstep: Class 12 contains 59749 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1318 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39977 members 
Mstep: Class 17 contains 6213 members 
Mstep: Class 18 contains 59423 members 
Mstep: Class 19 contains 6259 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13696 members 
Mstep: Class 22 contains 6938 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10480 members 
Mstep: Class 26 contains 19102 members 
Mstep: Class 27 contains 73384 members 
Mstep: Class 28 contains 1284 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 3747 members 
Mstep: Class 33 contains 7929 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7224 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8974 members 
Mstep: Class 38 contains 1285 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 11112 members 
Mstep: Class 41 contains 6852 members 
Mstep: Class 42 contains 2462 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2885 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2190 members 
Mstep: Class 47 contains 41219 members 
Mstep: Class 48 contains 2609 members 
Mstep: Class 49 contains 614 members 
Mstep: Class 50 contains 82121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475032.000000 Penalty: 111905.187500
Iteration 313Q: 51 clusters Score -8.447503e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27111 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 115323 members 
Mstep: Class 7 contains 124322 members 
Mstep: Class 8 contains 27344 members 
Mstep: Class 9 contains 63649 members 
Mstep: Class 10 contains 15269 members 
Mstep: Class 11 contains 3498 members 
Mstep: Class 12 contains 59748 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1318 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39976 members 
Mstep: Class 17 contains 6213 members 
Mstep: Class 18 contains 59422 members 
Mstep: Class 19 contains 6253 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13696 members 
Mstep: Class 22 contains 6937 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10480 members 
Mstep: Class 26 contains 19103 members 
Mstep: Class 27 contains 73379 members 
Mstep: Class 28 contains 1283 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 3733 members 
Mstep: Class 33 contains 7927 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7224 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8974 members 
Mstep: Class 38 contains 1285 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 11153 members 
Mstep: Class 41 contains 6852 members 
Mstep: Class 42 contains 2462 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2885 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2190 members 
Mstep: Class 47 contains 41219 members 
Mstep: Class 48 contains 2609 members 
Mstep: Class 49 contains 614 members 
Mstep: Class 50 contains 82104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475024.000000 Penalty: 111905.187500
Iteration 314Q: 51 clusters Score -8.447502e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27112 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 115324 members 
Mstep: Class 7 contains 124323 members 
Mstep: Class 8 contains 27345 members 
Mstep: Class 9 contains 63650 members 
Mstep: Class 10 contains 15269 members 
Mstep: Class 11 contains 3498 members 
Mstep: Class 12 contains 59748 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39976 members 
Mstep: Class 17 contains 6213 members 
Mstep: Class 18 contains 59422 members 
Mstep: Class 19 contains 6245 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13698 members 
Mstep: Class 22 contains 6934 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10481 members 
Mstep: Class 26 contains 19105 members 
Mstep: Class 27 contains 73375 members 
Mstep: Class 28 contains 1286 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 3722 members 
Mstep: Class 33 contains 7925 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7223 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8974 members 
Mstep: Class 38 contains 1285 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 11187 members 
Mstep: Class 41 contains 6853 members 
Mstep: Class 42 contains 2462 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2885 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2190 members 
Mstep: Class 47 contains 41219 members 
Mstep: Class 48 contains 2609 members 
Mstep: Class 49 contains 614 members 
Mstep: Class 50 contains 82086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474968.000000 Penalty: 111905.187500
Iteration 315Q: 51 clusters Score -8.447497e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27110 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 115327 members 
Mstep: Class 7 contains 124326 members 
Mstep: Class 8 contains 27345 members 
Mstep: Class 9 contains 63653 members 
Mstep: Class 10 contains 15269 members 
Mstep: Class 11 contains 3498 members 
Mstep: Class 12 contains 59747 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39976 members 
Mstep: Class 17 contains 6213 members 
Mstep: Class 18 contains 59422 members 
Mstep: Class 19 contains 6231 members 
Mstep: Class 20 contains 13037 members 
Mstep: Class 21 contains 13700 members 
Mstep: Class 22 contains 6933 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10481 members 
Mstep: Class 26 contains 19106 members 
Mstep: Class 27 contains 73371 members 
Mstep: Class 28 contains 1284 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 3717 members 
Mstep: Class 33 contains 7925 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7223 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8974 members 
Mstep: Class 38 contains 1285 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 11219 members 
Mstep: Class 41 contains 6853 members 
Mstep: Class 42 contains 2462 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2885 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2190 members 
Mstep: Class 47 contains 41219 members 
Mstep: Class 48 contains 2609 members 
Mstep: Class 49 contains 614 members 
Mstep: Class 50 contains 82070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474960.000000 Penalty: 111905.187500
Iteration 316Q: 51 clusters Score -8.447496e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27110 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 115328 members 
Mstep: Class 7 contains 124327 members 
Mstep: Class 8 contains 27345 members 
Mstep: Class 9 contains 63657 members 
Mstep: Class 10 contains 15268 members 
Mstep: Class 11 contains 3498 members 
Mstep: Class 12 contains 59747 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39976 members 
Mstep: Class 17 contains 6213 members 
Mstep: Class 18 contains 59422 members 
Mstep: Class 19 contains 6221 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13700 members 
Mstep: Class 22 contains 6930 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10481 members 
Mstep: Class 26 contains 19107 members 
Mstep: Class 27 contains 73363 members 
Mstep: Class 28 contains 1283 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 3715 members 
Mstep: Class 33 contains 7926 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7222 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8974 members 
Mstep: Class 38 contains 1285 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 11253 members 
Mstep: Class 41 contains 6851 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2885 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2190 members 
Mstep: Class 47 contains 41219 members 
Mstep: Class 48 contains 2609 members 
Mstep: Class 49 contains 614 members 
Mstep: Class 50 contains 82056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474976.000000 Penalty: 111905.187500
Iteration 317Q: 51 clusters Score -8.447498e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27107 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 115328 members 
Mstep: Class 7 contains 124325 members 
Mstep: Class 8 contains 27344 members 
Mstep: Class 9 contains 63659 members 
Mstep: Class 10 contains 15268 members 
Mstep: Class 11 contains 3498 members 
Mstep: Class 12 contains 59748 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39975 members 
Mstep: Class 17 contains 6213 members 
Mstep: Class 18 contains 59420 members 
Mstep: Class 19 contains 6216 members 
Mstep: Class 20 contains 13035 members 
Mstep: Class 21 contains 13699 members 
Mstep: Class 22 contains 6927 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10482 members 
Mstep: Class 26 contains 19112 members 
Mstep: Class 27 contains 73357 members 
Mstep: Class 28 contains 1282 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 3705 members 
Mstep: Class 33 contains 7926 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7222 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8974 members 
Mstep: Class 38 contains 1285 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 11295 members 
Mstep: Class 41 contains 6850 members 
Mstep: Class 42 contains 2464 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2885 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2190 members 
Mstep: Class 47 contains 41221 members 
Mstep: Class 48 contains 2609 members 
Mstep: Class 49 contains 614 members 
Mstep: Class 50 contains 82039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475096.000000 Penalty: 111905.187500
Iteration 318Q: 51 clusters Score -8.44751e+07 nChanged 107
Entering ConstructFrom: 
Score: -84475096.000000 Penalty: 111905.187500
Entering ConstructFrom: 
Trying to split cluster 1 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -103694.585938 Penalty: 1139.468750
	Iteration 0F: 2 clusters Score -103694.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -102162.929688 Penalty: 2278.937500
	Iteration 0F: 3 clusters Score -102162.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -102422.257812 Penalty: 2278.937500
	Iteration 1F: 3 clusters Score -102422.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -102490.257812 Penalty: 2278.937500
	Iteration 2F: 3 clusters Score -102490.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -102524.945312 Penalty: 2278.937500
	Iteration 3Q: 3 clusters Score -102524.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -102554.843750 Penalty: 2278.937500
	Iteration 4Q: 3 clusters Score -102554.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -102571.726562 Penalty: 2278.937500
	Iteration 5Q: 3 clusters Score -102571.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -102585.445312 Penalty: 2278.937500
	Iteration 6Q: 3 clusters Score -102585.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -102593.757812 Penalty: 2278.937500
	Iteration 7Q: 3 clusters Score -102593.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -102598.671875 Penalty: 2278.937500
	Iteration 8Q: 3 clusters Score -102598.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -102603.859375 Penalty: 2278.937500
	Iteration 9Q: 3 clusters Score -102603.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -102605.148438 Penalty: 2278.937500
	Iteration 10Q: 3 clusters Score -102605.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -102606.414062 Penalty: 2278.937500
	Iteration 11Q: 3 clusters Score -102606.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -102606.781250 Penalty: 2278.937500
	Iteration 12Q: 3 clusters Score -102606.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -102606.781250 Penalty: 2278.937500
	Iteration 13F: 3 clusters Score -102606.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (52484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52484 members 
Entering Unmasked Estep 
Score: -4696338.000000 Penalty: 1766.092773
	Iteration 0F: 2 clusters Score -4696338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -4661173.000000 Penalty: 3532.185547
	Iteration 0F: 3 clusters Score -4661173 nChanged 24593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -4675301.000000 Penalty: 3532.185547
	Iteration 1F: 3 clusters Score -4675301 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -4675920.500000 Penalty: 3532.185547
	Iteration 2Q: 3 clusters Score -4675920 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -4676609.000000 Penalty: 3532.185547
	Iteration 3Q: 3 clusters Score -4676609 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -4677356.000000 Penalty: 3532.185547
	Iteration 4Q: 3 clusters Score -4677356 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -4678206.500000 Penalty: 3532.185547
	Iteration 5Q: 3 clusters Score -4678206 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -4679278.500000 Penalty: 3532.185547
	Iteration 6Q: 3 clusters Score -4679278 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -4680562.500000 Penalty: 3532.185547
	Iteration 7Q: 3 clusters Score -4680562 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -4682200.500000 Penalty: 3532.185547
	Iteration 8F: 3 clusters Score -4682200 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -4684056.500000 Penalty: 3532.185547
	Iteration 9F: 3 clusters Score -4684056 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -4685793.000000 Penalty: 3532.185547
	Iteration 10F: 3 clusters Score -4685793 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -4686853.500000 Penalty: 3532.185547
	Iteration 11Q: 3 clusters Score -4686854 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -4687380.000000 Penalty: 3532.185547
	Iteration 12Q: 3 clusters Score -4687380 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -4687699.500000 Penalty: 3532.185547
	Iteration 13Q: 3 clusters Score -4687700 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -4687979.000000 Penalty: 3532.185547
	Iteration 14Q: 3 clusters Score -4687979 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -4688182.500000 Penalty: 3532.185547
	Iteration 15Q: 3 clusters Score -4688182 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -4688445.000000 Penalty: 3532.185547
	Iteration 16Q: 3 clusters Score -4688445 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -4688660.500000 Penalty: 3532.185547
	Iteration 17Q: 3 clusters Score -4688660 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -4688928.500000 Penalty: 3532.185547
	Iteration 18Q: 3 clusters Score -4688928 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -4689230.000000 Penalty: 3532.185547
	Iteration 19Q: 3 clusters Score -4689230 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -4689540.000000 Penalty: 3532.185547
	Iteration 20F: 3 clusters Score -4689540 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -4689834.500000 Penalty: 3532.185547
	Iteration 21Q: 3 clusters Score -4689834 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -4690203.000000 Penalty: 3532.185547
	Iteration 22Q: 3 clusters Score -4690203 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -4690560.000000 Penalty: 3532.185547
	Iteration 23Q: 3 clusters Score -4690560 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -4690920.000000 Penalty: 3532.185547
	Iteration 24Q: 3 clusters Score -4690920 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 42809 members 
Entering Unmasked Estep 
Score: -4691323.500000 Penalty: 3532.185547
	Iteration 25Q: 3 clusters Score -4691324 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -4691705.500000 Penalty: 3532.185547
	Iteration 26Q: 3 clusters Score -4691706 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -4692154.500000 Penalty: 3532.185547
	Iteration 27Q: 3 clusters Score -4692154 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 44673 members 
Entering Unmasked Estep 
Score: -4692586.500000 Penalty: 3532.185547
	Iteration 28Q: 3 clusters Score -4692586 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -4693051.000000 Penalty: 3532.185547
	Iteration 29Q: 3 clusters Score -4693051 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
Score: -4693518.000000 Penalty: 3532.185547
	Iteration 30Q: 3 clusters Score -4693518 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 46397 members 
Entering Unmasked Estep 
Score: -4693888.000000 Penalty: 3532.185547
	Iteration 31Q: 3 clusters Score -4693888 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -4694216.000000 Penalty: 3532.185547
	Iteration 32Q: 3 clusters Score -4694216 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 47192 members 
Entering Unmasked Estep 
Score: -4694413.500000 Penalty: 3532.185547
	Iteration 33Q: 3 clusters Score -4694414 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -4694597.500000 Penalty: 3532.185547
	Iteration 34Q: 3 clusters Score -4694598 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 47839 members 
Entering Unmasked Estep 
Score: -4694730.500000 Penalty: 3532.185547
	Iteration 35Q: 3 clusters Score -4694730 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 48100 members 
Entering Unmasked Estep 
Score: -4694819.000000 Penalty: 3532.185547
	Iteration 36Q: 3 clusters Score -4694819 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 48312 members 
Entering Unmasked Estep 
Score: -4694901.000000 Penalty: 3532.185547
	Iteration 37Q: 3 clusters Score -4694901 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 48495 members 
Entering Unmasked Estep 
Score: -4694974.000000 Penalty: 3532.185547
	Iteration 38Q: 3 clusters Score -4694974 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 48653 members 
Entering Unmasked Estep 
Score: -4695008.000000 Penalty: 3532.185547
	Iteration 39Q: 3 clusters Score -4695008 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 48790 members 
Entering Unmasked Estep 
Score: -4695098.000000 Penalty: 3532.185547
	Iteration 40F: 3 clusters Score -4695098 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 48858 members 
Entering Unmasked Estep 
Score: -4695165.500000 Penalty: 3532.185547
	Iteration 41Q: 3 clusters Score -4695166 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 48944 members 
Entering Unmasked Estep 
Score: -4695215.500000 Penalty: 3532.185547
	Iteration 42Q: 3 clusters Score -4695216 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 49043 members 
Entering Unmasked Estep 
Score: -4695263.000000 Penalty: 3532.185547
	Iteration 43Q: 3 clusters Score -4695263 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 49163 members 
Entering Unmasked Estep 
Score: -4695305.000000 Penalty: 3532.185547
	Iteration 44Q: 3 clusters Score -4695305 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 49298 members 
Entering Unmasked Estep 
Score: -4695385.000000 Penalty: 3532.185547
	Iteration 45Q: 3 clusters Score -4695385 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 49452 members 
Entering Unmasked Estep 
Score: -4695488.500000 Penalty: 3532.185547
	Iteration 46Q: 3 clusters Score -4695488 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 49610 members 
Entering Unmasked Estep 
Score: -4695648.500000 Penalty: 3532.185547
	Iteration 47Q: 3 clusters Score -4695648 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 49765 members 
Entering Unmasked Estep 
Score: -4695830.000000 Penalty: 3532.185547
	Iteration 48Q: 3 clusters Score -4695830 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 49880 members 
Entering Unmasked Estep 
Score: -4695957.500000 Penalty: 3532.185547
	Iteration 49Q: 3 clusters Score -4695958 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 49955 members 
Entering Unmasked Estep 
Score: -4696025.500000 Penalty: 3532.185547
	Iteration 50Q: 3 clusters Score -4696026 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 50001 members 
Entering Unmasked Estep 
Score: -4696041.500000 Penalty: 3532.185547
	Iteration 51Q: 3 clusters Score -4696042 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 50040 members 
Entering Unmasked Estep 
Score: -4696071.500000 Penalty: 3532.185547
	Iteration 52Q: 3 clusters Score -4696072 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 50074 members 
Entering Unmasked Estep 
Score: -4696078.500000 Penalty: 3532.185547
	Iteration 53Q: 3 clusters Score -4696078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 50092 members 
Entering Unmasked Estep 
Score: -4696080.000000 Penalty: 3532.185547
	Iteration 54Q: 3 clusters Score -4696080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 50107 members 
Entering Unmasked Estep 
Score: -4696089.000000 Penalty: 3532.185547
	Iteration 55Q: 3 clusters Score -4696089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 50118 members 
Entering Unmasked Estep 
Score: -4696089.000000 Penalty: 3532.185547
	Iteration 56Q: 3 clusters Score -4696089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 50128 members 
Entering Unmasked Estep 
Score: -4696092.000000 Penalty: 3532.185547
	Iteration 57Q: 3 clusters Score -4696092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 50133 members 
Entering Unmasked Estep 
Score: -4696088.000000 Penalty: 3532.185547
	Iteration 58Q: 3 clusters Score -4696088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 50140 members 
Entering Unmasked Estep 
Score: -4696081.500000 Penalty: 3532.185547
	Iteration 59Q: 3 clusters Score -4696082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 50143 members 
Entering Unmasked Estep 
Score: -4696089.000000 Penalty: 3532.185547
	Iteration 60F: 3 clusters Score -4696089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -4696087.500000 Penalty: 3532.185547
	Iteration 61Q: 3 clusters Score -4696088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -4696087.500000 Penalty: 3532.185547
	Iteration 62F: 3 clusters Score -4696088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Entering Unmasked Estep 
Score: -2510998.750000 Penalty: 1658.750488
	Iteration 0F: 2 clusters Score -2510999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2492825.250000 Penalty: 3317.500977
	Iteration 0F: 3 clusters Score -2492825 nChanged 12403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -2499621.000000 Penalty: 3317.500977
	Iteration 1F: 3 clusters Score -2499621 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2500004.500000 Penalty: 3317.500977
	Iteration 2Q: 3 clusters Score -2500004 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2500385.500000 Penalty: 3317.500977
	Iteration 3Q: 3 clusters Score -2500386 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2500855.250000 Penalty: 3317.500977
	Iteration 4Q: 3 clusters Score -2500855 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2501518.250000 Penalty: 3317.500977
	Iteration 5Q: 3 clusters Score -2501518 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -2502596.000000 Penalty: 3317.500977
	Iteration 6F: 3 clusters Score -2502596 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -2504154.750000 Penalty: 3317.500977
	Iteration 7F: 3 clusters Score -2504155 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -2506104.000000 Penalty: 3317.500977
	Iteration 8F: 3 clusters Score -2506104 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -2507842.250000 Penalty: 3317.500977
	Iteration 9F: 3 clusters Score -2507842 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -2508815.250000 Penalty: 3317.500977
	Iteration 10Q: 3 clusters Score -2508815 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -2509194.000000 Penalty: 3317.500977
	Iteration 11Q: 3 clusters Score -2509194 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -2509343.500000 Penalty: 3317.500977
	Iteration 12Q: 3 clusters Score -2509344 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -2509426.500000 Penalty: 3317.500977
	Iteration 13Q: 3 clusters Score -2509426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -2509466.500000 Penalty: 3317.500977
	Iteration 14Q: 3 clusters Score -2509466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -2509490.000000 Penalty: 3317.500977
	Iteration 15Q: 3 clusters Score -2509490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -2509498.500000 Penalty: 3317.500977
	Iteration 16Q: 3 clusters Score -2509498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -2509502.250000 Penalty: 3317.500977
	Iteration 17Q: 3 clusters Score -2509502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -2509503.000000 Penalty: 3317.500977
	Iteration 18Q: 3 clusters Score -2509503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -2509506.750000 Penalty: 3317.500977
	Iteration 19Q: 3 clusters Score -2509507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -2509507.000000 Penalty: 3317.500977
	Iteration 20F: 3 clusters Score -2509507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -2509510.250000 Penalty: 3317.500977
	Iteration 21Q: 3 clusters Score -2509510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -2509509.000000 Penalty: 3317.500977
	Iteration 22Q: 3 clusters Score -2509509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -2509512.000000 Penalty: 3317.500977
	Iteration 23Q: 3 clusters Score -2509512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -2509512.000000 Penalty: 3317.500977
	Iteration 24F: 3 clusters Score -2509512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Entering Unmasked Estep 
Score: -895044.187500 Penalty: 1511.427979
	Iteration 0F: 2 clusters Score -895044.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -887387.250000 Penalty: 3022.855957
	Iteration 0F: 3 clusters Score -887387.2 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -890303.312500 Penalty: 3022.855957
	Iteration 1F: 3 clusters Score -890303.3 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -891081.187500 Penalty: 3022.855957
	Iteration 2F: 3 clusters Score -891081.2 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -891754.750000 Penalty: 3022.855957
	Iteration 3F: 3 clusters Score -891754.8 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -892306.125000 Penalty: 3022.855957
	Iteration 4F: 3 clusters Score -892306.1 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -892838.812500 Penalty: 3022.855957
	Iteration 5F: 3 clusters Score -892838.8 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -893331.875000 Penalty: 3022.855957
	Iteration 6F: 3 clusters Score -893331.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -893752.312500 Penalty: 3022.855957
	Iteration 7Q: 3 clusters Score -893752.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -894046.812500 Penalty: 3022.855957
	Iteration 8Q: 3 clusters Score -894046.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -894177.562500 Penalty: 3022.855957
	Iteration 9Q: 3 clusters Score -894177.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -894243.437500 Penalty: 3022.855957
	Iteration 10Q: 3 clusters Score -894243.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -894288.062500 Penalty: 3022.855957
	Iteration 11Q: 3 clusters Score -894288.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -894312.437500 Penalty: 3022.855957
	Iteration 12Q: 3 clusters Score -894312.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -894322.187500 Penalty: 3022.855957
	Iteration 13Q: 3 clusters Score -894322.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -894331.187500 Penalty: 3022.855957
	Iteration 14Q: 3 clusters Score -894331.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -894341.875000 Penalty: 3022.855957
	Iteration 15Q: 3 clusters Score -894341.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -894351.000000 Penalty: 3022.855957
	Iteration 16Q: 3 clusters Score -894351 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -894360.437500 Penalty: 3022.855957
	Iteration 17Q: 3 clusters Score -894360.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -894364.937500 Penalty: 3022.855957
	Iteration 18Q: 3 clusters Score -894364.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -894373.687500 Penalty: 3022.855957
	Iteration 19Q: 3 clusters Score -894373.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -894383.312500 Penalty: 3022.855957
	Iteration 20F: 3 clusters Score -894383.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -894395.812500 Penalty: 3022.855957
	Iteration 21Q: 3 clusters Score -894395.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -894408.000000 Penalty: 3022.855957
	Iteration 22Q: 3 clusters Score -894408 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -894424.562500 Penalty: 3022.855957
	Iteration 23Q: 3 clusters Score -894424.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -894437.125000 Penalty: 3022.855957
	Iteration 24Q: 3 clusters Score -894437.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -894455.875000 Penalty: 3022.855957
	Iteration 25Q: 3 clusters Score -894455.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -894477.937500 Penalty: 3022.855957
	Iteration 26Q: 3 clusters Score -894477.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -894498.562500 Penalty: 3022.855957
	Iteration 27Q: 3 clusters Score -894498.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -894525.000000 Penalty: 3022.855957
	Iteration 28Q: 3 clusters Score -894525 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -894545.187500 Penalty: 3022.855957
	Iteration 29Q: 3 clusters Score -894545.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -894560.437500 Penalty: 3022.855957
	Iteration 30Q: 3 clusters Score -894560.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -894575.125000 Penalty: 3022.855957
	Iteration 31Q: 3 clusters Score -894575.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -894584.250000 Penalty: 3022.855957
	Iteration 32Q: 3 clusters Score -894584.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -894590.562500 Penalty: 3022.855957
	Iteration 33Q: 3 clusters Score -894590.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -894599.687500 Penalty: 3022.855957
	Iteration 34Q: 3 clusters Score -894599.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -894608.437500 Penalty: 3022.855957
	Iteration 35Q: 3 clusters Score -894608.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -894613.562500 Penalty: 3022.855957
	Iteration 36Q: 3 clusters Score -894613.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -894620.250000 Penalty: 3022.855957
	Iteration 37Q: 3 clusters Score -894620.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -894626.312500 Penalty: 3022.855957
	Iteration 38Q: 3 clusters Score -894626.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -894633.062500 Penalty: 3022.855957
	Iteration 39Q: 3 clusters Score -894633.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -894639.625000 Penalty: 3022.855957
	Iteration 40F: 3 clusters Score -894639.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -894648.937500 Penalty: 3022.855957
	Iteration 41Q: 3 clusters Score -894648.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -894654.250000 Penalty: 3022.855957
	Iteration 42Q: 3 clusters Score -894654.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -894657.250000 Penalty: 3022.855957
	Iteration 43Q: 3 clusters Score -894657.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -894659.062500 Penalty: 3022.855957
	Iteration 44Q: 3 clusters Score -894659.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -894663.812500 Penalty: 3022.855957
	Iteration 45Q: 3 clusters Score -894663.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -894667.125000 Penalty: 3022.855957
	Iteration 46Q: 3 clusters Score -894667.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -894665.812500 Penalty: 3022.855957
	Iteration 47Q: 3 clusters Score -894665.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -894667.250000 Penalty: 3022.855957
	Iteration 48Q: 3 clusters Score -894667.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -894669.000000 Penalty: 3022.855957
	Iteration 49Q: 3 clusters Score -894669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -894672.937500 Penalty: 3022.855957
	Iteration 50Q: 3 clusters Score -894672.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -894676.312500 Penalty: 3022.855957
	Iteration 51Q: 3 clusters Score -894676.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -894678.000000 Penalty: 3022.855957
	Iteration 52Q: 3 clusters Score -894678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -894683.062500 Penalty: 3022.855957
	Iteration 53Q: 3 clusters Score -894683.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -894685.750000 Penalty: 3022.855957
	Iteration 54Q: 3 clusters Score -894685.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -894687.187500 Penalty: 3022.855957
	Iteration 55Q: 3 clusters Score -894687.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -894691.312500 Penalty: 3022.855957
	Iteration 56Q: 3 clusters Score -894691.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -894694.125000 Penalty: 3022.855957
	Iteration 57Q: 3 clusters Score -894694.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -894696.812500 Penalty: 3022.855957
	Iteration 58Q: 3 clusters Score -894696.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -894699.250000 Penalty: 3022.855957
	Iteration 59Q: 3 clusters Score -894699.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -894699.500000 Penalty: 3022.855957
	Iteration 60F: 3 clusters Score -894699.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -894699.625000 Penalty: 3022.855957
	Iteration 61Q: 3 clusters Score -894699.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -894699.500000 Penalty: 3022.855957
	Iteration 62Q: 3 clusters Score -894699.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -894701.437500 Penalty: 3022.855957
	Iteration 63Q: 3 clusters Score -894701.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -894702.437500 Penalty: 3022.855957
	Iteration 64Q: 3 clusters Score -894702.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -894704.250000 Penalty: 3022.855957
	Iteration 65Q: 3 clusters Score -894704.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -894706.375000 Penalty: 3022.855957
	Iteration 66Q: 3 clusters Score -894706.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -894706.937500 Penalty: 3022.855957
	Iteration 67Q: 3 clusters Score -894706.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -894709.312500 Penalty: 3022.855957
	Iteration 68Q: 3 clusters Score -894709.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -894709.812500 Penalty: 3022.855957
	Iteration 69Q: 3 clusters Score -894709.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -894709.750000 Penalty: 3022.855957
	Iteration 70Q: 3 clusters Score -894709.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -894713.000000 Penalty: 3022.855957
	Iteration 71Q: 3 clusters Score -894713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -894713.625000 Penalty: 3022.855957
	Iteration 72Q: 3 clusters Score -894713.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -894715.250000 Penalty: 3022.855957
	Iteration 73Q: 3 clusters Score -894715.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -894714.500000 Penalty: 3022.855957
	Iteration 74Q: 3 clusters Score -894714.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -894716.375000 Penalty: 3022.855957
	Iteration 75Q: 3 clusters Score -894716.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -894718.000000 Penalty: 3022.855957
	Iteration 76Q: 3 clusters Score -894718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -894716.437500 Penalty: 3022.855957
	Iteration 77Q: 3 clusters Score -894716.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -894718.187500 Penalty: 3022.855957
	Iteration 78Q: 3 clusters Score -894718.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -894718.125000 Penalty: 3022.855957
	Iteration 79Q: 3 clusters Score -894718.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -894718.500000 Penalty: 3022.855957
	Iteration 80F: 3 clusters Score -894718.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -894719.187500 Penalty: 3022.855957
	Iteration 81Q: 3 clusters Score -894719.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -894718.625000 Penalty: 3022.855957
	Iteration 82Q: 3 clusters Score -894718.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -894718.625000 Penalty: 3022.855957
	Iteration 83F: 3 clusters Score -894718.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Entering Unmasked Estep 
Score: -282265.562500 Penalty: 1315.980103
	Iteration 0F: 2 clusters Score -282265.6 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 1619 members 
Entering Unmasked Estep 
Score: -279413.218750 Penalty: 2631.960205
	Iteration 0F: 3 clusters Score -279413.2 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -280579.875000 Penalty: 2631.960205
	Iteration 1F: 3 clusters Score -280579.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -281154.437500 Penalty: 2631.960205
	Iteration 2F: 3 clusters Score -281154.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -281646.562500 Penalty: 2631.960205
	Iteration 3F: 3 clusters Score -281646.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -281992.625000 Penalty: 2631.960205
	Iteration 4F: 3 clusters Score -281992.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -282168.875000 Penalty: 2631.960205
	Iteration 5Q: 3 clusters Score -282168.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -282271.250000 Penalty: 2631.960205
	Iteration 6Q: 3 clusters Score -282271.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -282313.343750 Penalty: 2631.960205
	Iteration 7Q: 3 clusters Score -282313.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -282338.000000 Penalty: 2631.960205
	Iteration 8Q: 3 clusters Score -282338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -282352.375000 Penalty: 2631.960205
	Iteration 9Q: 3 clusters Score -282352.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -282359.843750 Penalty: 2631.960205
	Iteration 10Q: 3 clusters Score -282359.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -282363.093750 Penalty: 2631.960205
	Iteration 11Q: 3 clusters Score -282363.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -282363.875000 Penalty: 2631.960205
	Iteration 12Q: 3 clusters Score -282363.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -282364.625000 Penalty: 2631.960205
	Iteration 13Q: 3 clusters Score -282364.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -282364.812500 Penalty: 2631.960205
	Iteration 14Q: 3 clusters Score -282364.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -282364.812500 Penalty: 2631.960205
	Iteration 15F: 3 clusters Score -282364.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27111 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 2215 members 
Mstep: Class 6 contains 115327 members 
Mstep: Class 7 contains 124323 members 
Mstep: Class 8 contains 27344 members 
Mstep: Class 9 contains 63666 members 
Mstep: Class 10 contains 15269 members 
Mstep: Class 11 contains 3498 members 
Mstep: Class 12 contains 59748 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39974 members 
Mstep: Class 17 contains 6213 members 
Mstep: Class 18 contains 59420 members 
Mstep: Class 19 contains 6214 members 
Mstep: Class 20 contains 13034 members 
Mstep: Class 21 contains 13698 members 
Mstep: Class 22 contains 6924 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10483 members 
Mstep: Class 26 contains 19110 members 
Mstep: Class 27 contains 73355 members 
Mstep: Class 28 contains 1282 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 3696 members 
Mstep: Class 33 contains 7925 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7221 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8975 members 
Mstep: Class 38 contains 1285 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 11332 members 
Mstep: Class 41 contains 6848 members 
Mstep: Class 42 contains 2465 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2885 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2190 members 
Mstep: Class 47 contains 41221 members 
Mstep: Class 48 contains 2608 members 
Mstep: Class 49 contains 614 members 
Mstep: Class 50 contains 82016 members 
Mstep: Class 51 contains 1074 members 
Entering Unmasked Estep 
Score: -84474336.000000 Penalty: 114143.289062
Splitting cluster 5 changes total score from -84475096.000000 to -84474336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (115327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115327 members 
Entering Unmasked Estep 
Score: -10605294.000000 Penalty: 1894.023193
	Iteration 0F: 2 clusters Score -1.060529e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57960 members 
Mstep: Class 2 contains 57367 members 
Entering Unmasked Estep 
Score: -10528220.000000 Penalty: 3788.046387
	Iteration 0F: 3 clusters Score -1.052822e+07 nChanged 55171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61827 members 
Mstep: Class 2 contains 53500 members 
Entering Unmasked Estep 
Score: -10560679.000000 Penalty: 3788.046387
	Iteration 1F: 3 clusters Score -1.056068e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64064 members 
Mstep: Class 2 contains 51263 members 
Entering Unmasked Estep 
Score: -10561730.000000 Penalty: 3788.046387
	Iteration 2Q: 3 clusters Score -1.056173e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67609 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -10563294.000000 Penalty: 3788.046387
	Iteration 3Q: 3 clusters Score -1.056329e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72800 members 
Mstep: Class 2 contains 42527 members 
Entering Unmasked Estep 
Score: -10566144.000000 Penalty: 3788.046387
	Iteration 4Q: 3 clusters Score -1.056614e+07 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80091 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -10571215.000000 Penalty: 3788.046387
	Iteration 5F: 3 clusters Score -1.057122e+07 nChanged 9434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89479 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -10579116.000000 Penalty: 3788.046387
	Iteration 6F: 3 clusters Score -1.057912e+07 nChanged 10089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99558 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -10588840.000000 Penalty: 3788.046387
	Iteration 7F: 3 clusters Score -1.058884e+07 nChanged 7973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107527 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -10596623.000000 Penalty: 3788.046387
	Iteration 8F: 3 clusters Score -1.059662e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112065 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -10600914.000000 Penalty: 3788.046387
	Iteration 9Q: 3 clusters Score -1.060091e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113942 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -10602559.000000 Penalty: 3788.046387
	Iteration 10Q: 3 clusters Score -1.060256e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114633 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -10603165.000000 Penalty: 3788.046387
	Iteration 11Q: 3 clusters Score -1.060316e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114881 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -10603406.000000 Penalty: 3788.046387
	Iteration 12Q: 3 clusters Score -1.060341e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114975 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -10603513.000000 Penalty: 3788.046387
	Iteration 13Q: 3 clusters Score -1.060351e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115017 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -10603563.000000 Penalty: 3788.046387
	Iteration 14Q: 3 clusters Score -1.060356e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115036 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10603586.000000 Penalty: 3788.046387
	Iteration 15Q: 3 clusters Score -1.060359e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115045 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -10603620.000000 Penalty: 3788.046387
	Iteration 16Q: 3 clusters Score -1.060362e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115054 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -10603638.000000 Penalty: 3788.046387
	Iteration 17Q: 3 clusters Score -1.060364e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115063 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -10603652.000000 Penalty: 3788.046387
	Iteration 18Q: 3 clusters Score -1.060365e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115072 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -10603661.000000 Penalty: 3788.046387
	Iteration 19Q: 3 clusters Score -1.060366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115078 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -10603671.000000 Penalty: 3788.046387
	Iteration 20F: 3 clusters Score -1.060367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115080 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -10603670.000000 Penalty: 3788.046387
	Iteration 21Q: 3 clusters Score -1.060367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115082 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -10603669.000000 Penalty: 3788.046387
	Iteration 22Q: 3 clusters Score -1.060367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115084 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -10603675.000000 Penalty: 3788.046387
	Iteration 23Q: 3 clusters Score -1.060368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115085 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -10603680.000000 Penalty: 3788.046387
	Iteration 24Q: 3 clusters Score -1.060368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115087 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -10603683.000000 Penalty: 3788.046387
	Iteration 25Q: 3 clusters Score -1.060368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115088 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -10603678.000000 Penalty: 3788.046387
	Iteration 26Q: 3 clusters Score -1.060368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115089 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -10603679.000000 Penalty: 3788.046387
	Iteration 27Q: 3 clusters Score -1.060368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115091 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -10603685.000000 Penalty: 3788.046387
	Iteration 28Q: 3 clusters Score -1.060368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115091 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -10603685.000000 Penalty: 3788.046387
	Iteration 29F: 3 clusters Score -1.060368e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (124323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124323 members 
Entering Unmasked Estep 
Score: -11786921.000000 Penalty: 1906.228760
	Iteration 0F: 2 clusters Score -1.178692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61677 members 
Mstep: Class 2 contains 62646 members 
Entering Unmasked Estep 
Score: -11704256.000000 Penalty: 3812.457520
	Iteration 0F: 3 clusters Score -1.170426e+07 nChanged 59532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54957 members 
Mstep: Class 2 contains 69366 members 
Entering Unmasked Estep 
Score: -11739727.000000 Penalty: 3812.457520
	Iteration 1F: 3 clusters Score -1.173973e+07 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50042 members 
Mstep: Class 2 contains 74281 members 
Entering Unmasked Estep 
Score: -11742067.000000 Penalty: 3812.457520
	Iteration 2Q: 3 clusters Score -1.174207e+07 nChanged 7948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42556 members 
Mstep: Class 2 contains 81767 members 
Entering Unmasked Estep 
Score: -11746511.000000 Penalty: 3812.457520
	Iteration 3F: 3 clusters Score -1.174651e+07 nChanged 10308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 91825 members 
Entering Unmasked Estep 
Score: -11754469.000000 Penalty: 3812.457520
	Iteration 4F: 3 clusters Score -1.175447e+07 nChanged 11723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 103414 members 
Entering Unmasked Estep 
Score: -11765146.000000 Penalty: 3812.457520
	Iteration 5F: 3 clusters Score -1.176515e+07 nChanged 9999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 113347 members 
Entering Unmasked Estep 
Score: -11774999.000000 Penalty: 3812.457520
	Iteration 6F: 3 clusters Score -1.1775e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 119670 members 
Entering Unmasked Estep 
Score: -11781345.000000 Penalty: 3812.457520
	Iteration 7F: 3 clusters Score -1.178134e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 122455 members 
Entering Unmasked Estep 
Score: -11783989.000000 Penalty: 3812.457520
	Iteration 8Q: 3 clusters Score -1.178399e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 123412 members 
Entering Unmasked Estep 
Score: -11784909.000000 Penalty: 3812.457520
	Iteration 9Q: 3 clusters Score -1.178491e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 123701 members 
Entering Unmasked Estep 
Score: -11785248.000000 Penalty: 3812.457520
	Iteration 10Q: 3 clusters Score -1.178525e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 123800 members 
Entering Unmasked Estep 
Score: -11785400.000000 Penalty: 3812.457520
	Iteration 11Q: 3 clusters Score -1.17854e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 123843 members 
Entering Unmasked Estep 
Score: -11785500.000000 Penalty: 3812.457520
	Iteration 12Q: 3 clusters Score -1.17855e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 123861 members 
Entering Unmasked Estep 
Score: -11785565.000000 Penalty: 3812.457520
	Iteration 13Q: 3 clusters Score -1.178556e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 123858 members 
Entering Unmasked Estep 
Score: -11785600.000000 Penalty: 3812.457520
	Iteration 14Q: 3 clusters Score -1.17856e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 123860 members 
Entering Unmasked Estep 
Score: -11785618.000000 Penalty: 3812.457520
	Iteration 15Q: 3 clusters Score -1.178562e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 123856 members 
Entering Unmasked Estep 
Score: -11785619.000000 Penalty: 3812.457520
	Iteration 16Q: 3 clusters Score -1.178562e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 123853 members 
Entering Unmasked Estep 
Score: -11785617.000000 Penalty: 3812.457520
	Iteration 17Q: 3 clusters Score -1.178562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 123846 members 
Entering Unmasked Estep 
Score: -11785622.000000 Penalty: 3812.457520
	Iteration 18Q: 3 clusters Score -1.178562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 123842 members 
Entering Unmasked Estep 
Score: -11785619.000000 Penalty: 3812.457520
	Iteration 19Q: 3 clusters Score -1.178562e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 123838 members 
Entering Unmasked Estep 
Score: -11785627.000000 Penalty: 3812.457520
	Iteration 20F: 3 clusters Score -1.178563e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 123836 members 
Entering Unmasked Estep 
Score: -11785646.000000 Penalty: 3812.457520
	Iteration 21Q: 3 clusters Score -1.178565e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 123838 members 
Entering Unmasked Estep 
Score: -11785661.000000 Penalty: 3812.457520
	Iteration 22Q: 3 clusters Score -1.178566e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 123836 members 
Entering Unmasked Estep 
Score: -11785657.000000 Penalty: 3812.457520
	Iteration 23Q: 3 clusters Score -1.178566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 123829 members 
Entering Unmasked Estep 
Score: -11785669.000000 Penalty: 3812.457520
	Iteration 24Q: 3 clusters Score -1.178567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 123828 members 
Entering Unmasked Estep 
Score: -11785670.000000 Penalty: 3812.457520
	Iteration 25Q: 3 clusters Score -1.178567e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 123829 members 
Entering Unmasked Estep 
Score: -11785671.000000 Penalty: 3812.457520
	Iteration 26Q: 3 clusters Score -1.178567e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 123829 members 
Entering Unmasked Estep 
Score: -11785671.000000 Penalty: 3812.457520
	Iteration 27F: 3 clusters Score -1.178567e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (27344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Entering Unmasked Estep 
Score: -2262653.500000 Penalty: 1660.140991
	Iteration 0F: 2 clusters Score -2262654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2244066.500000 Penalty: 3320.281982
	Iteration 0F: 3 clusters Score -2244066 nChanged 12618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2251370.500000 Penalty: 3320.281982
	Iteration 1F: 3 clusters Score -2251370 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -2252008.500000 Penalty: 3320.281982
	Iteration 2F: 3 clusters Score -2252008 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -2252791.000000 Penalty: 3320.281982
	Iteration 3F: 3 clusters Score -2252791 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2253661.000000 Penalty: 3320.281982
	Iteration 4F: 3 clusters Score -2253661 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2254506.500000 Penalty: 3320.281982
	Iteration 5F: 3 clusters Score -2254506 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -2255369.000000 Penalty: 3320.281982
	Iteration 6F: 3 clusters Score -2255369 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -2256342.250000 Penalty: 3320.281982
	Iteration 7F: 3 clusters Score -2256342 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -2257236.250000 Penalty: 3320.281982
	Iteration 8F: 3 clusters Score -2257236 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -2257989.750000 Penalty: 3320.281982
	Iteration 9Q: 3 clusters Score -2257990 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -2258768.500000 Penalty: 3320.281982
	Iteration 10Q: 3 clusters Score -2258768 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -2259474.500000 Penalty: 3320.281982
	Iteration 11Q: 3 clusters Score -2259474 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -2260031.250000 Penalty: 3320.281982
	Iteration 12Q: 3 clusters Score -2260031 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -2260438.000000 Penalty: 3320.281982
	Iteration 13Q: 3 clusters Score -2260438 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -2260780.250000 Penalty: 3320.281982
	Iteration 14Q: 3 clusters Score -2260780 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -2261038.750000 Penalty: 3320.281982
	Iteration 15Q: 3 clusters Score -2261039 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -2261232.000000 Penalty: 3320.281982
	Iteration 16Q: 3 clusters Score -2261232 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -2261403.750000 Penalty: 3320.281982
	Iteration 17Q: 3 clusters Score -2261404 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -2261527.500000 Penalty: 3320.281982
	Iteration 18Q: 3 clusters Score -2261528 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -2261650.750000 Penalty: 3320.281982
	Iteration 19Q: 3 clusters Score -2261651 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -2261733.000000 Penalty: 3320.281982
	Iteration 20F: 3 clusters Score -2261733 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -2261788.500000 Penalty: 3320.281982
	Iteration 21Q: 3 clusters Score -2261788 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -2261830.000000 Penalty: 3320.281982
	Iteration 22Q: 3 clusters Score -2261830 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -2261870.000000 Penalty: 3320.281982
	Iteration 23Q: 3 clusters Score -2261870 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -2261893.250000 Penalty: 3320.281982
	Iteration 24Q: 3 clusters Score -2261893 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -2261914.750000 Penalty: 3320.281982
	Iteration 25Q: 3 clusters Score -2261915 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -2261935.000000 Penalty: 3320.281982
	Iteration 26Q: 3 clusters Score -2261935 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -2261950.000000 Penalty: 3320.281982
	Iteration 27Q: 3 clusters Score -2261950 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -2261962.250000 Penalty: 3320.281982
	Iteration 28Q: 3 clusters Score -2261962 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -2261977.250000 Penalty: 3320.281982
	Iteration 29Q: 3 clusters Score -2261977 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -2261982.500000 Penalty: 3320.281982
	Iteration 30Q: 3 clusters Score -2261982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -2261984.000000 Penalty: 3320.281982
	Iteration 31Q: 3 clusters Score -2261984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -2261992.000000 Penalty: 3320.281982
	Iteration 32Q: 3 clusters Score -2261992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -2261996.000000 Penalty: 3320.281982
	Iteration 33Q: 3 clusters Score -2261996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -2261997.000000 Penalty: 3320.281982
	Iteration 34Q: 3 clusters Score -2261997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -2261997.000000 Penalty: 3320.281982
	Iteration 35Q: 3 clusters Score -2261997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -2261992.250000 Penalty: 3320.281982
	Iteration 36Q: 3 clusters Score -2261992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -2261994.000000 Penalty: 3320.281982
	Iteration 37Q: 3 clusters Score -2261994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -2261996.750000 Penalty: 3320.281982
	Iteration 38Q: 3 clusters Score -2261997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -2261999.250000 Penalty: 3320.281982
	Iteration 39Q: 3 clusters Score -2261999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -2262000.250000 Penalty: 3320.281982
	Iteration 40F: 3 clusters Score -2262000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -2262003.500000 Penalty: 3320.281982
	Iteration 41Q: 3 clusters Score -2262004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -2262004.000000 Penalty: 3320.281982
	Iteration 42Q: 3 clusters Score -2262004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -2262004.250000 Penalty: 3320.281982
	Iteration 43Q: 3 clusters Score -2262004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -2262001.500000 Penalty: 3320.281982
	Iteration 44Q: 3 clusters Score -2262002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -2262003.250000 Penalty: 3320.281982
	Iteration 45Q: 3 clusters Score -2262003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -2262007.500000 Penalty: 3320.281982
	Iteration 46Q: 3 clusters Score -2262008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -2262007.750000 Penalty: 3320.281982
	Iteration 47Q: 3 clusters Score -2262008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -2262008.500000 Penalty: 3320.281982
	Iteration 48Q: 3 clusters Score -2262008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -2262008.500000 Penalty: 3320.281982
	Iteration 49F: 3 clusters Score -2262008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (63666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63666 members 
Entering Unmasked Estep 
Score: -5896176.500000 Penalty: 1797.478516
	Iteration 0F: 2 clusters Score -5896176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -5853587.000000 Penalty: 3594.957031
	Iteration 0F: 3 clusters Score -5853587 nChanged 30197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -5870745.500000 Penalty: 3594.957031
	Iteration 1F: 3 clusters Score -5870746 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -5871123.500000 Penalty: 3594.957031
	Iteration 2Q: 3 clusters Score -5871124 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -5871609.500000 Penalty: 3594.957031
	Iteration 3Q: 3 clusters Score -5871610 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -5872320.000000 Penalty: 3594.957031
	Iteration 4Q: 3 clusters Score -5872320 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -5873280.000000 Penalty: 3594.957031
	Iteration 5Q: 3 clusters Score -5873280 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -5874758.000000 Penalty: 3594.957031
	Iteration 6Q: 3 clusters Score -5874758 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -5876894.500000 Penalty: 3594.957031
	Iteration 7F: 3 clusters Score -5876894 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -5879673.000000 Penalty: 3594.957031
	Iteration 8F: 3 clusters Score -5879673 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -5882255.500000 Penalty: 3594.957031
	Iteration 9F: 3 clusters Score -5882256 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -5884078.500000 Penalty: 3594.957031
	Iteration 10F: 3 clusters Score -5884078 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -5885050.500000 Penalty: 3594.957031
	Iteration 11Q: 3 clusters Score -5885050 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -5885597.500000 Penalty: 3594.957031
	Iteration 12Q: 3 clusters Score -5885598 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -5885998.500000 Penalty: 3594.957031
	Iteration 13Q: 3 clusters Score -5885998 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -5886343.500000 Penalty: 3594.957031
	Iteration 14Q: 3 clusters Score -5886344 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -5886750.500000 Penalty: 3594.957031
	Iteration 15Q: 3 clusters Score -5886750 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -5887174.500000 Penalty: 3594.957031
	Iteration 16Q: 3 clusters Score -5887174 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46467 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -5887597.000000 Penalty: 3594.957031
	Iteration 17Q: 3 clusters Score -5887597 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -5888087.000000 Penalty: 3594.957031
	Iteration 18Q: 3 clusters Score -5888087 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48686 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -5888583.000000 Penalty: 3594.957031
	Iteration 19Q: 3 clusters Score -5888583 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49828 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -5889084.500000 Penalty: 3594.957031
	Iteration 20F: 3 clusters Score -5889084 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -5889640.500000 Penalty: 3594.957031
	Iteration 21Q: 3 clusters Score -5889640 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52150 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -5890198.500000 Penalty: 3594.957031
	Iteration 22Q: 3 clusters Score -5890198 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53281 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -5890785.500000 Penalty: 3594.957031
	Iteration 23Q: 3 clusters Score -5890786 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54438 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -5891402.500000 Penalty: 3594.957031
	Iteration 24Q: 3 clusters Score -5891402 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55525 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -5891964.000000 Penalty: 3594.957031
	Iteration 25Q: 3 clusters Score -5891964 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56560 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -5892561.000000 Penalty: 3594.957031
	Iteration 26Q: 3 clusters Score -5892561 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57473 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -5892993.500000 Penalty: 3594.957031
	Iteration 27Q: 3 clusters Score -5892994 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58266 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -5893374.500000 Penalty: 3594.957031
	Iteration 28Q: 3 clusters Score -5893374 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58923 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -5893673.000000 Penalty: 3594.957031
	Iteration 29Q: 3 clusters Score -5893673 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59488 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -5893883.500000 Penalty: 3594.957031
	Iteration 30Q: 3 clusters Score -5893884 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59959 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -5894038.000000 Penalty: 3594.957031
	Iteration 31Q: 3 clusters Score -5894038 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60327 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -5894199.000000 Penalty: 3594.957031
	Iteration 32Q: 3 clusters Score -5894199 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60683 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -5894349.500000 Penalty: 3594.957031
	Iteration 33Q: 3 clusters Score -5894350 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60957 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -5894445.500000 Penalty: 3594.957031
	Iteration 34Q: 3 clusters Score -5894446 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61184 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -5894521.000000 Penalty: 3594.957031
	Iteration 35Q: 3 clusters Score -5894521 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61378 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -5894583.000000 Penalty: 3594.957031
	Iteration 36Q: 3 clusters Score -5894583 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61526 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -5894646.500000 Penalty: 3594.957031
	Iteration 37Q: 3 clusters Score -5894646 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61656 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -5894688.500000 Penalty: 3594.957031
	Iteration 38Q: 3 clusters Score -5894688 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61771 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -5894730.500000 Penalty: 3594.957031
	Iteration 39Q: 3 clusters Score -5894730 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61853 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -5894744.500000 Penalty: 3594.957031
	Iteration 40F: 3 clusters Score -5894744 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61936 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -5894762.500000 Penalty: 3594.957031
	Iteration 41Q: 3 clusters Score -5894762 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61985 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -5894796.500000 Penalty: 3594.957031
	Iteration 42Q: 3 clusters Score -5894796 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62036 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5894808.000000 Penalty: 3594.957031
	Iteration 43Q: 3 clusters Score -5894808 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62081 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -5894809.500000 Penalty: 3594.957031
	Iteration 44Q: 3 clusters Score -5894810 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62135 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5894825.000000 Penalty: 3594.957031
	Iteration 45Q: 3 clusters Score -5894825 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62181 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -5894839.000000 Penalty: 3594.957031
	Iteration 46Q: 3 clusters Score -5894839 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62210 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -5894852.000000 Penalty: 3594.957031
	Iteration 47Q: 3 clusters Score -5894852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62236 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5894847.500000 Penalty: 3594.957031
	Iteration 48Q: 3 clusters Score -5894848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62267 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -5894864.500000 Penalty: 3594.957031
	Iteration 49Q: 3 clusters Score -5894864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62304 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5894874.000000 Penalty: 3594.957031
	Iteration 50Q: 3 clusters Score -5894874 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62329 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5894880.500000 Penalty: 3594.957031
	Iteration 51Q: 3 clusters Score -5894880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62346 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5894872.500000 Penalty: 3594.957031
	Iteration 52Q: 3 clusters Score -5894872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62368 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5894874.000000 Penalty: 3594.957031
	Iteration 53Q: 3 clusters Score -5894874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62381 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5894880.500000 Penalty: 3594.957031
	Iteration 54Q: 3 clusters Score -5894880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62396 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5894889.500000 Penalty: 3594.957031
	Iteration 55Q: 3 clusters Score -5894890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62407 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5894902.000000 Penalty: 3594.957031
	Iteration 56Q: 3 clusters Score -5894902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62420 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -5894916.000000 Penalty: 3594.957031
	Iteration 57Q: 3 clusters Score -5894916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62435 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -5894916.000000 Penalty: 3594.957031
	Iteration 58Q: 3 clusters Score -5894916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62446 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -5894921.000000 Penalty: 3594.957031
	Iteration 59Q: 3 clusters Score -5894921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62461 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5894930.500000 Penalty: 3594.957031
	Iteration 60F: 3 clusters Score -5894930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62470 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5894932.000000 Penalty: 3594.957031
	Iteration 61Q: 3 clusters Score -5894932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62479 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5894926.500000 Penalty: 3594.957031
	Iteration 62Q: 3 clusters Score -5894926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62481 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -5894932.500000 Penalty: 3594.957031
	Iteration 63Q: 3 clusters Score -5894932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62485 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5894930.000000 Penalty: 3594.957031
	Iteration 64Q: 3 clusters Score -5894930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62493 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5894923.000000 Penalty: 3594.957031
	Iteration 65Q: 3 clusters Score -5894923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62497 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5894925.500000 Penalty: 3594.957031
	Iteration 66Q: 3 clusters Score -5894926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62500 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5894936.500000 Penalty: 3594.957031
	Iteration 67Q: 3 clusters Score -5894936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62502 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5894927.000000 Penalty: 3594.957031
	Iteration 68Q: 3 clusters Score -5894927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62509 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5894931.500000 Penalty: 3594.957031
	Iteration 69Q: 3 clusters Score -5894932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62514 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5894936.500000 Penalty: 3594.957031
	Iteration 70Q: 3 clusters Score -5894936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62521 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5894939.000000 Penalty: 3594.957031
	Iteration 71Q: 3 clusters Score -5894939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62525 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5894937.000000 Penalty: 3594.957031
	Iteration 72Q: 3 clusters Score -5894937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62526 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -5894943.000000 Penalty: 3594.957031
	Iteration 73Q: 3 clusters Score -5894943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62527 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -5894943.000000 Penalty: 3594.957031
	Iteration 74Q: 3 clusters Score -5894943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62529 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5894940.500000 Penalty: 3594.957031
	Iteration 75Q: 3 clusters Score -5894940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62530 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -5894937.500000 Penalty: 3594.957031
	Iteration 76Q: 3 clusters Score -5894938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62532 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -5894937.500000 Penalty: 3594.957031
	Iteration 77Q: 3 clusters Score -5894938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62534 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5894942.500000 Penalty: 3594.957031
	Iteration 78Q: 3 clusters Score -5894942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62535 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -5894946.500000 Penalty: 3594.957031
	Iteration 79Q: 3 clusters Score -5894946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62535 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -5894946.500000 Penalty: 3594.957031
	Iteration 80F: 3 clusters Score -5894946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Entering Unmasked Estep 
Score: -1362706.750000 Penalty: 1565.456787
	Iteration 0F: 2 clusters Score -1362707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1351992.875000 Penalty: 3130.913574
	Iteration 0F: 3 clusters Score -1351993 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1355945.250000 Penalty: 3130.913574
	Iteration 1F: 3 clusters Score -1355945 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1356221.125000 Penalty: 3130.913574
	Iteration 2F: 3 clusters Score -1356221 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1356421.875000 Penalty: 3130.913574
	Iteration 3Q: 3 clusters Score -1356422 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1356594.500000 Penalty: 3130.913574
	Iteration 4Q: 3 clusters Score -1356594 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1356769.875000 Penalty: 3130.913574
	Iteration 5Q: 3 clusters Score -1356770 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1356947.500000 Penalty: 3130.913574
	Iteration 6Q: 3 clusters Score -1356948 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1357152.125000 Penalty: 3130.913574
	Iteration 7Q: 3 clusters Score -1357152 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1357384.500000 Penalty: 3130.913574
	Iteration 8Q: 3 clusters Score -1357384 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1357660.375000 Penalty: 3130.913574
	Iteration 9Q: 3 clusters Score -1357660 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1357992.250000 Penalty: 3130.913574
	Iteration 10Q: 3 clusters Score -1357992 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1358314.625000 Penalty: 3130.913574
	Iteration 11Q: 3 clusters Score -1358315 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1358641.875000 Penalty: 3130.913574
	Iteration 12Q: 3 clusters Score -1358642 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1358959.250000 Penalty: 3130.913574
	Iteration 13Q: 3 clusters Score -1358959 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1359323.375000 Penalty: 3130.913574
	Iteration 14Q: 3 clusters Score -1359323 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1359741.000000 Penalty: 3130.913574
	Iteration 15Q: 3 clusters Score -1359741 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1360160.250000 Penalty: 3130.913574
	Iteration 16Q: 3 clusters Score -1360160 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1360507.625000 Penalty: 3130.913574
	Iteration 17Q: 3 clusters Score -1360508 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1360790.750000 Penalty: 3130.913574
	Iteration 18Q: 3 clusters Score -1360791 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1361002.625000 Penalty: 3130.913574
	Iteration 19Q: 3 clusters Score -1361003 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1361132.500000 Penalty: 3130.913574
	Iteration 20F: 3 clusters Score -1361132 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1361199.125000 Penalty: 3130.913574
	Iteration 21Q: 3 clusters Score -1361199 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1361249.625000 Penalty: 3130.913574
	Iteration 22Q: 3 clusters Score -1361250 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1361294.750000 Penalty: 3130.913574
	Iteration 23Q: 3 clusters Score -1361295 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1361323.750000 Penalty: 3130.913574
	Iteration 24Q: 3 clusters Score -1361324 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1361351.625000 Penalty: 3130.913574
	Iteration 25Q: 3 clusters Score -1361352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1361369.375000 Penalty: 3130.913574
	Iteration 26Q: 3 clusters Score -1361369 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1361386.750000 Penalty: 3130.913574
	Iteration 27Q: 3 clusters Score -1361387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1361395.500000 Penalty: 3130.913574
	Iteration 28Q: 3 clusters Score -1361396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1361403.750000 Penalty: 3130.913574
	Iteration 29Q: 3 clusters Score -1361404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1361415.000000 Penalty: 3130.913574
	Iteration 30Q: 3 clusters Score -1361415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1361421.375000 Penalty: 3130.913574
	Iteration 31Q: 3 clusters Score -1361421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1361427.875000 Penalty: 3130.913574
	Iteration 32Q: 3 clusters Score -1361428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1361430.500000 Penalty: 3130.913574
	Iteration 33Q: 3 clusters Score -1361430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1361434.750000 Penalty: 3130.913574
	Iteration 34Q: 3 clusters Score -1361435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1361434.125000 Penalty: 3130.913574
	Iteration 35Q: 3 clusters Score -1361434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1361433.625000 Penalty: 3130.913574
	Iteration 36Q: 3 clusters Score -1361434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1361433.625000 Penalty: 3130.913574
	Iteration 37F: 3 clusters Score -1361434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Entering Unmasked Estep 
Score: -304294.687500 Penalty: 1325.991333
	Iteration 0F: 2 clusters Score -304294.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -301295.468750 Penalty: 2651.982666
	Iteration 0F: 3 clusters Score -301295.5 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -302138.781250 Penalty: 2651.982666
	Iteration 1F: 3 clusters Score -302138.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -302380.906250 Penalty: 2651.982666
	Iteration 2F: 3 clusters Score -302380.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -302559.375000 Penalty: 2651.982666
	Iteration 3F: 3 clusters Score -302559.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -302720.000000 Penalty: 2651.982666
	Iteration 4F: 3 clusters Score -302720 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -302832.875000 Penalty: 2651.982666
	Iteration 5Q: 3 clusters Score -302832.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -302927.875000 Penalty: 2651.982666
	Iteration 6Q: 3 clusters Score -302927.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -303026.656250 Penalty: 2651.982666
	Iteration 7Q: 3 clusters Score -303026.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -303104.062500 Penalty: 2651.982666
	Iteration 8Q: 3 clusters Score -303104.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -303170.312500 Penalty: 2651.982666
	Iteration 9Q: 3 clusters Score -303170.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -303220.187500 Penalty: 2651.982666
	Iteration 10Q: 3 clusters Score -303220.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -303251.218750 Penalty: 2651.982666
	Iteration 11Q: 3 clusters Score -303251.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -303269.718750 Penalty: 2651.982666
	Iteration 12Q: 3 clusters Score -303269.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -303283.625000 Penalty: 2651.982666
	Iteration 13Q: 3 clusters Score -303283.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -303297.093750 Penalty: 2651.982666
	Iteration 14Q: 3 clusters Score -303297.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -303313.625000 Penalty: 2651.982666
	Iteration 15Q: 3 clusters Score -303313.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -303322.656250 Penalty: 2651.982666
	Iteration 16Q: 3 clusters Score -303322.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -303330.343750 Penalty: 2651.982666
	Iteration 17Q: 3 clusters Score -303330.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -303334.187500 Penalty: 2651.982666
	Iteration 18Q: 3 clusters Score -303334.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -303336.281250 Penalty: 2651.982666
	Iteration 19Q: 3 clusters Score -303336.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -303338.218750 Penalty: 2651.982666
	Iteration 20F: 3 clusters Score -303338.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -303339.781250 Penalty: 2651.982666
	Iteration 21Q: 3 clusters Score -303339.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -303340.343750 Penalty: 2651.982666
	Iteration 22Q: 3 clusters Score -303340.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -303340.250000 Penalty: 2651.982666
	Iteration 23Q: 3 clusters Score -303340.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -303340.250000 Penalty: 2651.982666
	Iteration 24F: 3 clusters Score -303340.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (59748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59748 members 
Entering Unmasked Estep 
Score: -5504525.000000 Penalty: 1787.157349
	Iteration 0F: 2 clusters Score -5504525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -5464635.500000 Penalty: 3574.314697
	Iteration 0F: 3 clusters Score -5464636 nChanged 28119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -5480523.500000 Penalty: 3574.314697
	Iteration 1F: 3 clusters Score -5480524 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -5481337.000000 Penalty: 3574.314697
	Iteration 2Q: 3 clusters Score -5481337 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -5482633.000000 Penalty: 3574.314697
	Iteration 3F: 3 clusters Score -5482633 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -5484363.000000 Penalty: 3574.314697
	Iteration 4F: 3 clusters Score -5484363 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -5486715.000000 Penalty: 3574.314697
	Iteration 5F: 3 clusters Score -5486715 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -5489514.500000 Penalty: 3574.314697
	Iteration 6F: 3 clusters Score -5489514 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -5492526.500000 Penalty: 3574.314697
	Iteration 7F: 3 clusters Score -5492526 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 51762 members 
Entering Unmasked Estep 
Score: -5495648.000000 Penalty: 3574.314697
	Iteration 8F: 3 clusters Score -5495648 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 54856 members 
Entering Unmasked Estep 
Score: -5498424.500000 Penalty: 3574.314697
	Iteration 9F: 3 clusters Score -5498424 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 57161 members 
Entering Unmasked Estep 
Score: -5500632.000000 Penalty: 3574.314697
	Iteration 10Q: 3 clusters Score -5500632 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 58460 members 
Entering Unmasked Estep 
Score: -5501833.500000 Penalty: 3574.314697
	Iteration 11Q: 3 clusters Score -5501834 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 59085 members 
Entering Unmasked Estep 
Score: -5502456.000000 Penalty: 3574.314697
	Iteration 12Q: 3 clusters Score -5502456 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 59336 members 
Entering Unmasked Estep 
Score: -5502743.500000 Penalty: 3574.314697
	Iteration 13Q: 3 clusters Score -5502744 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 59433 members 
Entering Unmasked Estep 
Score: -5502863.000000 Penalty: 3574.314697
	Iteration 14Q: 3 clusters Score -5502863 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 59470 members 
Entering Unmasked Estep 
Score: -5502904.500000 Penalty: 3574.314697
	Iteration 15Q: 3 clusters Score -5502904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 59497 members 
Entering Unmasked Estep 
Score: -5502922.000000 Penalty: 3574.314697
	Iteration 16Q: 3 clusters Score -5502922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 59508 members 
Entering Unmasked Estep 
Score: -5502935.500000 Penalty: 3574.314697
	Iteration 17Q: 3 clusters Score -5502936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 59515 members 
Entering Unmasked Estep 
Score: -5502949.500000 Penalty: 3574.314697
	Iteration 18Q: 3 clusters Score -5502950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 59520 members 
Entering Unmasked Estep 
Score: -5502956.000000 Penalty: 3574.314697
	Iteration 19Q: 3 clusters Score -5502956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 59521 members 
Entering Unmasked Estep 
Score: -5502957.000000 Penalty: 3574.314697
	Iteration 20F: 3 clusters Score -5502957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 59521 members 
Entering Unmasked Estep 
Score: -5502962.500000 Penalty: 3574.314697
	Iteration 21Q: 3 clusters Score -5502962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 59523 members 
Entering Unmasked Estep 
Score: -5502965.500000 Penalty: 3574.314697
	Iteration 22Q: 3 clusters Score -5502966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 59523 members 
Entering Unmasked Estep 
Score: -5502966.000000 Penalty: 3574.314697
	Iteration 23Q: 3 clusters Score -5502966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 59526 members 
Entering Unmasked Estep 
Score: -5502974.500000 Penalty: 3574.314697
	Iteration 24Q: 3 clusters Score -5502974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 59528 members 
Entering Unmasked Estep 
Score: -5502977.000000 Penalty: 3574.314697
	Iteration 25Q: 3 clusters Score -5502977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 59528 members 
Entering Unmasked Estep 
Score: -5502978.000000 Penalty: 3574.314697
	Iteration 26Q: 3 clusters Score -5502978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 59531 members 
Entering Unmasked Estep 
Score: -5502978.000000 Penalty: 3574.314697
	Iteration 27Q: 3 clusters Score -5502978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 59532 members 
Entering Unmasked Estep 
Score: -5502978.500000 Penalty: 3574.314697
	Iteration 28Q: 3 clusters Score -5502978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 59532 members 
Entering Unmasked Estep 
Score: -5502978.500000 Penalty: 3574.314697
	Iteration 29F: 3 clusters Score -5502978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -27632.052734 Penalty: 937.352173
	Iteration 0F: 2 clusters Score -27632.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26711.822266 Penalty: 1874.704346
	Iteration 0F: 3 clusters Score -26711.82 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26802.269531 Penalty: 1874.704346
	Iteration 1F: 3 clusters Score -26802.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26844.000000 Penalty: 1874.704346
	Iteration 2F: 3 clusters Score -26844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26862.074219 Penalty: 1874.704346
	Iteration 3Q: 3 clusters Score -26862.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -26870.097656 Penalty: 1874.704346
	Iteration 4Q: 3 clusters Score -26870.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -26876.873047 Penalty: 1874.704346
	Iteration 5Q: 3 clusters Score -26876.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26880.353516 Penalty: 1874.704346
	Iteration 6Q: 3 clusters Score -26880.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26880.353516 Penalty: 1874.704346
	Iteration 7F: 3 clusters Score -26880.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Entering Unmasked Estep 
Score: -92468.250000 Penalty: 1167.255615
	Iteration 0F: 2 clusters Score -92468.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -90877.593750 Penalty: 2334.511230
	Iteration 0F: 3 clusters Score -90877.59 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -91511.929688 Penalty: 2334.511230
	Iteration 1F: 3 clusters Score -91511.93 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -91892.750000 Penalty: 2334.511230
	Iteration 2F: 3 clusters Score -91892.75 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -92123.109375 Penalty: 2334.511230
	Iteration 3F: 3 clusters Score -92123.11 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -92299.953125 Penalty: 2334.511230
	Iteration 4F: 3 clusters Score -92299.95 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -92432.726562 Penalty: 2334.511230
	Iteration 5Q: 3 clusters Score -92432.73 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -92505.664062 Penalty: 2334.511230
	Iteration 6Q: 3 clusters Score -92505.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -92553.414062 Penalty: 2334.511230
	Iteration 7Q: 3 clusters Score -92553.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -92585.789062 Penalty: 2334.511230
	Iteration 8Q: 3 clusters Score -92585.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -92608.023438 Penalty: 2334.511230
	Iteration 9Q: 3 clusters Score -92608.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -92623.812500 Penalty: 2334.511230
	Iteration 10Q: 3 clusters Score -92623.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -92629.000000 Penalty: 2334.511230
	Iteration 11Q: 3 clusters Score -92629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -92631.406250 Penalty: 2334.511230
	Iteration 12Q: 3 clusters Score -92631.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -92631.406250 Penalty: 2334.511230
	Iteration 13F: 3 clusters Score -92631.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27111 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 115327 members 
Mstep: Class 7 contains 124323 members 
Mstep: Class 8 contains 27344 members 
Mstep: Class 9 contains 63666 members 
Mstep: Class 10 contains 15269 members 
Mstep: Class 11 contains 3498 members 
Mstep: Class 12 contains 59748 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 492 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39974 members 
Mstep: Class 17 contains 6213 members 
Mstep: Class 18 contains 59420 members 
Mstep: Class 19 contains 6214 members 
Mstep: Class 20 contains 13034 members 
Mstep: Class 21 contains 13698 members 
Mstep: Class 22 contains 6924 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10483 members 
Mstep: Class 26 contains 19110 members 
Mstep: Class 27 contains 73355 members 
Mstep: Class 28 contains 1282 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 3696 members 
Mstep: Class 33 contains 7925 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7221 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8975 members 
Mstep: Class 38 contains 1285 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 11332 members 
Mstep: Class 41 contains 6848 members 
Mstep: Class 42 contains 2465 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2885 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2190 members 
Mstep: Class 47 contains 41221 members 
Mstep: Class 48 contains 2608 members 
Mstep: Class 49 contains 614 members 
Mstep: Class 50 contains 82016 members 
Mstep: Class 51 contains 825 members 
Entering Unmasked Estep 
Score: -84474304.000000 Penalty: 114143.289062
Splitting cluster 14 changes total score from -84475096.000000 to -84474304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (2083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Entering Unmasked Estep 
Score: -176946.281250 Penalty: 1241.754150
	Iteration 0F: 2 clusters Score -176946.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -174814.312500 Penalty: 2483.508301
	Iteration 0F: 3 clusters Score -174814.3 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -175320.343750 Penalty: 2483.508301
	Iteration 1F: 3 clusters Score -175320.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -175502.421875 Penalty: 2483.508301
	Iteration 2F: 3 clusters Score -175502.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -175649.687500 Penalty: 2483.508301
	Iteration 3F: 3 clusters Score -175649.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -175787.781250 Penalty: 2483.508301
	Iteration 4F: 3 clusters Score -175787.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -175959.062500 Penalty: 2483.508301
	Iteration 5F: 3 clusters Score -175959.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -176160.703125 Penalty: 2483.508301
	Iteration 6F: 3 clusters Score -176160.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -176334.171875 Penalty: 2483.508301
	Iteration 7Q: 3 clusters Score -176334.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -176476.546875 Penalty: 2483.508301
	Iteration 8Q: 3 clusters Score -176476.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -176532.187500 Penalty: 2483.508301
	Iteration 9Q: 3 clusters Score -176532.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -176557.609375 Penalty: 2483.508301
	Iteration 10Q: 3 clusters Score -176557.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -176569.218750 Penalty: 2483.508301
	Iteration 11Q: 3 clusters Score -176569.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -176573.468750 Penalty: 2483.508301
	Iteration 12Q: 3 clusters Score -176573.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -176575.984375 Penalty: 2483.508301
	Iteration 13Q: 3 clusters Score -176576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -176577.406250 Penalty: 2483.508301
	Iteration 14Q: 3 clusters Score -176577.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -176579.515625 Penalty: 2483.508301
	Iteration 15Q: 3 clusters Score -176579.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -176579.593750 Penalty: 2483.508301
	Iteration 16Q: 3 clusters Score -176579.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -176579.593750 Penalty: 2483.508301
	Iteration 17F: 3 clusters Score -176579.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (39974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Entering Unmasked Estep 
Score: -3644052.250000 Penalty: 1721.847534
	Iteration 0F: 2 clusters Score -3644052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -3617275.000000 Penalty: 3443.695068
	Iteration 0F: 3 clusters Score -3617275 nChanged 18607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -3627716.500000 Penalty: 3443.695068
	Iteration 1F: 3 clusters Score -3627716 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -3628168.500000 Penalty: 3443.695068
	Iteration 2Q: 3 clusters Score -3628168 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -3628675.250000 Penalty: 3443.695068
	Iteration 3Q: 3 clusters Score -3628675 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -3629248.500000 Penalty: 3443.695068
	Iteration 4Q: 3 clusters Score -3629248 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -3630083.000000 Penalty: 3443.695068
	Iteration 5Q: 3 clusters Score -3630083 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -3631325.500000 Penalty: 3443.695068
	Iteration 6F: 3 clusters Score -3631326 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -3633209.000000 Penalty: 3443.695068
	Iteration 7F: 3 clusters Score -3633209 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -3635559.000000 Penalty: 3443.695068
	Iteration 8F: 3 clusters Score -3635559 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -3638028.500000 Penalty: 3443.695068
	Iteration 9F: 3 clusters Score -3638028 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -3639974.500000 Penalty: 3443.695068
	Iteration 10F: 3 clusters Score -3639974 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -3641272.500000 Penalty: 3443.695068
	Iteration 11Q: 3 clusters Score -3641272 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -3641955.250000 Penalty: 3443.695068
	Iteration 12Q: 3 clusters Score -3641955 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -3642271.000000 Penalty: 3443.695068
	Iteration 13Q: 3 clusters Score -3642271 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -3642411.750000 Penalty: 3443.695068
	Iteration 14Q: 3 clusters Score -3642412 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -3642479.000000 Penalty: 3443.695068
	Iteration 15Q: 3 clusters Score -3642479 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -3642510.750000 Penalty: 3443.695068
	Iteration 16Q: 3 clusters Score -3642511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -3642538.000000 Penalty: 3443.695068
	Iteration 17Q: 3 clusters Score -3642538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -3642554.500000 Penalty: 3443.695068
	Iteration 18Q: 3 clusters Score -3642554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -3642569.750000 Penalty: 3443.695068
	Iteration 19Q: 3 clusters Score -3642570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -3642579.000000 Penalty: 3443.695068
	Iteration 20F: 3 clusters Score -3642579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -3642578.000000 Penalty: 3443.695068
	Iteration 21Q: 3 clusters Score -3642578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -3642579.000000 Penalty: 3443.695068
	Iteration 22Q: 3 clusters Score -3642579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -3642584.000000 Penalty: 3443.695068
	Iteration 23Q: 3 clusters Score -3642584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 39725 members 
Entering Unmasked Estep 
Score: -3642584.000000 Penalty: 3443.695068
	Iteration 24Q: 3 clusters Score -3642584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -3642582.000000 Penalty: 3443.695068
	Iteration 25Q: 3 clusters Score -3642582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -3642586.500000 Penalty: 3443.695068
	Iteration 26Q: 3 clusters Score -3642586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -3642586.750000 Penalty: 3443.695068
	Iteration 27Q: 3 clusters Score -3642587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -3642592.250000 Penalty: 3443.695068
	Iteration 28Q: 3 clusters Score -3642592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -3642598.250000 Penalty: 3443.695068
	Iteration 29Q: 3 clusters Score -3642598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -3642597.500000 Penalty: 3443.695068
	Iteration 30Q: 3 clusters Score -3642598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -3642597.500000 Penalty: 3443.695068
	Iteration 31F: 3 clusters Score -3642598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Entering Unmasked Estep 
Score: -560048.625000 Penalty: 1419.339844
	Iteration 0F: 2 clusters Score -560048.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -555299.062500 Penalty: 2838.679688
	Iteration 0F: 3 clusters Score -555299.1 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -556874.000000 Penalty: 2838.679688
	Iteration 1F: 3 clusters Score -556874 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -557397.437500 Penalty: 2838.679688
	Iteration 2F: 3 clusters Score -557397.4 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -558103.750000 Penalty: 2838.679688
	Iteration 3F: 3 clusters Score -558103.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -558864.062500 Penalty: 2838.679688
	Iteration 4F: 3 clusters Score -558864.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -559413.187500 Penalty: 2838.679688
	Iteration 5F: 3 clusters Score -559413.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -559718.125000 Penalty: 2838.679688
	Iteration 6F: 3 clusters Score -559718.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -559845.875000 Penalty: 2838.679688
	Iteration 7Q: 3 clusters Score -559845.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -559899.250000 Penalty: 2838.679688
	Iteration 8Q: 3 clusters Score -559899.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -559917.562500 Penalty: 2838.679688
	Iteration 9Q: 3 clusters Score -559917.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -559932.937500 Penalty: 2838.679688
	Iteration 10Q: 3 clusters Score -559932.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -559947.625000 Penalty: 2838.679688
	Iteration 11Q: 3 clusters Score -559947.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -559967.125000 Penalty: 2838.679688
	Iteration 12Q: 3 clusters Score -559967.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -559999.937500 Penalty: 2838.679688
	Iteration 13Q: 3 clusters Score -559999.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -560045.812500 Penalty: 2838.679688
	Iteration 14Q: 3 clusters Score -560045.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -560091.375000 Penalty: 2838.679688
	Iteration 15Q: 3 clusters Score -560091.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -560128.812500 Penalty: 2838.679688
	Iteration 16Q: 3 clusters Score -560128.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -560151.625000 Penalty: 2838.679688
	Iteration 17Q: 3 clusters Score -560151.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -560168.437500 Penalty: 2838.679688
	Iteration 18Q: 3 clusters Score -560168.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -560179.937500 Penalty: 2838.679688
	Iteration 19Q: 3 clusters Score -560179.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -560187.062500 Penalty: 2838.679688
	Iteration 20F: 3 clusters Score -560187.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -560195.812500 Penalty: 2838.679688
	Iteration 21Q: 3 clusters Score -560195.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -560200.250000 Penalty: 2838.679688
	Iteration 22Q: 3 clusters Score -560200.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -560203.875000 Penalty: 2838.679688
	Iteration 23Q: 3 clusters Score -560203.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -560206.375000 Penalty: 2838.679688
	Iteration 24Q: 3 clusters Score -560206.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -560209.875000 Penalty: 2838.679688
	Iteration 25Q: 3 clusters Score -560209.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -560210.562500 Penalty: 2838.679688
	Iteration 26Q: 3 clusters Score -560210.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -560213.625000 Penalty: 2838.679688
	Iteration 27Q: 3 clusters Score -560213.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -560214.312500 Penalty: 2838.679688
	Iteration 28Q: 3 clusters Score -560214.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -560215.187500 Penalty: 2838.679688
	Iteration 29Q: 3 clusters Score -560215.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -560216.187500 Penalty: 2838.679688
	Iteration 30Q: 3 clusters Score -560216.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -560216.187500 Penalty: 2838.679688
	Iteration 31F: 3 clusters Score -560216.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27111 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 115327 members 
Mstep: Class 7 contains 124323 members 
Mstep: Class 8 contains 27344 members 
Mstep: Class 9 contains 63666 members 
Mstep: Class 10 contains 15269 members 
Mstep: Class 11 contains 3498 members 
Mstep: Class 12 contains 59748 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39974 members 
Mstep: Class 17 contains 4892 members 
Mstep: Class 18 contains 59420 members 
Mstep: Class 19 contains 6214 members 
Mstep: Class 20 contains 13034 members 
Mstep: Class 21 contains 13698 members 
Mstep: Class 22 contains 6924 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10483 members 
Mstep: Class 26 contains 19110 members 
Mstep: Class 27 contains 73355 members 
Mstep: Class 28 contains 1282 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 3696 members 
Mstep: Class 33 contains 7925 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7221 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8975 members 
Mstep: Class 38 contains 1285 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 11332 members 
Mstep: Class 41 contains 6848 members 
Mstep: Class 42 contains 2465 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2885 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2190 members 
Mstep: Class 47 contains 41221 members 
Mstep: Class 48 contains 2608 members 
Mstep: Class 49 contains 614 members 
Mstep: Class 50 contains 82016 members 
Mstep: Class 51 contains 1321 members 
Entering Unmasked Estep 
Score: -84474600.000000 Penalty: 114143.289062
Splitting cluster 17 changes total score from -84475096.000000 to -84474600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (59420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59420 members 
Entering Unmasked Estep 
Score: -5458699.500000 Penalty: 1786.262695
	Iteration 0F: 2 clusters Score -5458700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -5418953.000000 Penalty: 3572.525391
	Iteration 0F: 3 clusters Score -5418953 nChanged 27993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -5435013.500000 Penalty: 3572.525391
	Iteration 1F: 3 clusters Score -5435014 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -5435640.500000 Penalty: 3572.525391
	Iteration 2Q: 3 clusters Score -5435640 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -5436329.500000 Penalty: 3572.525391
	Iteration 3Q: 3 clusters Score -5436330 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -5437173.500000 Penalty: 3572.525391
	Iteration 4Q: 3 clusters Score -5437174 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -5438141.000000 Penalty: 3572.525391
	Iteration 5Q: 3 clusters Score -5438141 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -5439310.000000 Penalty: 3572.525391
	Iteration 6Q: 3 clusters Score -5439310 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37863 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -5440694.500000 Penalty: 3572.525391
	Iteration 7F: 3 clusters Score -5440694 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -5442471.000000 Penalty: 3572.525391
	Iteration 8F: 3 clusters Score -5442471 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44163 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -5444706.000000 Penalty: 3572.525391
	Iteration 9F: 3 clusters Score -5444706 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47826 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -5447424.500000 Penalty: 3572.525391
	Iteration 10F: 3 clusters Score -5447424 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51482 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -5450481.500000 Penalty: 3572.525391
	Iteration 11F: 3 clusters Score -5450482 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54550 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -5453197.000000 Penalty: 3572.525391
	Iteration 12F: 3 clusters Score -5453197 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56639 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -5455056.000000 Penalty: 3572.525391
	Iteration 13Q: 3 clusters Score -5455056 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57873 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -5456092.500000 Penalty: 3572.525391
	Iteration 14Q: 3 clusters Score -5456092 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58485 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5456590.500000 Penalty: 3572.525391
	Iteration 15Q: 3 clusters Score -5456590 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58783 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5456846.000000 Penalty: 3572.525391
	Iteration 16Q: 3 clusters Score -5456846 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58922 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5456969.500000 Penalty: 3572.525391
	Iteration 17Q: 3 clusters Score -5456970 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58997 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5457051.500000 Penalty: 3572.525391
	Iteration 18Q: 3 clusters Score -5457052 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59032 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5457096.000000 Penalty: 3572.525391
	Iteration 19Q: 3 clusters Score -5457096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5457115.000000 Penalty: 3572.525391
	Iteration 20F: 3 clusters Score -5457115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59060 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5457135.000000 Penalty: 3572.525391
	Iteration 21Q: 3 clusters Score -5457135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59066 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5457142.500000 Penalty: 3572.525391
	Iteration 22Q: 3 clusters Score -5457142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59074 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5457143.000000 Penalty: 3572.525391
	Iteration 23Q: 3 clusters Score -5457143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59078 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5457147.000000 Penalty: 3572.525391
	Iteration 24Q: 3 clusters Score -5457147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59082 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5457149.500000 Penalty: 3572.525391
	Iteration 25Q: 3 clusters Score -5457150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59088 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5457155.500000 Penalty: 3572.525391
	Iteration 26Q: 3 clusters Score -5457156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59092 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5457164.000000 Penalty: 3572.525391
	Iteration 27Q: 3 clusters Score -5457164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59094 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5457167.000000 Penalty: 3572.525391
	Iteration 28Q: 3 clusters Score -5457167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59093 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5457167.000000 Penalty: 3572.525391
	Iteration 29Q: 3 clusters Score -5457167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59093 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5457167.000000 Penalty: 3572.525391
	Iteration 30F: 3 clusters Score -5457167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Entering Unmasked Estep 
Score: -555517.750000 Penalty: 1419.365967
	Iteration 0F: 2 clusters Score -555517.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -550759.875000 Penalty: 2838.731934
	Iteration 0F: 3 clusters Score -550759.9 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -552178.437500 Penalty: 2838.731934
	Iteration 1F: 3 clusters Score -552178.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -552380.812500 Penalty: 2838.731934
	Iteration 2F: 3 clusters Score -552380.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -552516.000000 Penalty: 2838.731934
	Iteration 3F: 3 clusters Score -552516 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -552622.562500 Penalty: 2838.731934
	Iteration 4Q: 3 clusters Score -552622.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -552709.125000 Penalty: 2838.731934
	Iteration 5Q: 3 clusters Score -552709.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -552781.500000 Penalty: 2838.731934
	Iteration 6Q: 3 clusters Score -552781.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -552844.875000 Penalty: 2838.731934
	Iteration 7Q: 3 clusters Score -552844.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -552912.937500 Penalty: 2838.731934
	Iteration 8Q: 3 clusters Score -552912.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -552981.000000 Penalty: 2838.731934
	Iteration 9Q: 3 clusters Score -552981 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -553060.500000 Penalty: 2838.731934
	Iteration 10Q: 3 clusters Score -553060.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -553140.562500 Penalty: 2838.731934
	Iteration 11Q: 3 clusters Score -553140.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -553225.812500 Penalty: 2838.731934
	Iteration 12Q: 3 clusters Score -553225.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -553334.875000 Penalty: 2838.731934
	Iteration 13Q: 3 clusters Score -553334.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -553465.062500 Penalty: 2838.731934
	Iteration 14Q: 3 clusters Score -553465.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -553620.812500 Penalty: 2838.731934
	Iteration 15Q: 3 clusters Score -553620.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -553760.437500 Penalty: 2838.731934
	Iteration 16Q: 3 clusters Score -553760.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -553876.187500 Penalty: 2838.731934
	Iteration 17Q: 3 clusters Score -553876.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -553987.250000 Penalty: 2838.731934
	Iteration 18Q: 3 clusters Score -553987.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -554078.750000 Penalty: 2838.731934
	Iteration 19Q: 3 clusters Score -554078.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -554138.750000 Penalty: 2838.731934
	Iteration 20F: 3 clusters Score -554138.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -554182.750000 Penalty: 2838.731934
	Iteration 21Q: 3 clusters Score -554182.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -554212.562500 Penalty: 2838.731934
	Iteration 22Q: 3 clusters Score -554212.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -554237.187500 Penalty: 2838.731934
	Iteration 23Q: 3 clusters Score -554237.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -554254.937500 Penalty: 2838.731934
	Iteration 24Q: 3 clusters Score -554254.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -554262.687500 Penalty: 2838.731934
	Iteration 25Q: 3 clusters Score -554262.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -554267.437500 Penalty: 2838.731934
	Iteration 26Q: 3 clusters Score -554267.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -554272.875000 Penalty: 2838.731934
	Iteration 27Q: 3 clusters Score -554272.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -554278.187500 Penalty: 2838.731934
	Iteration 28Q: 3 clusters Score -554278.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -554284.062500 Penalty: 2838.731934
	Iteration 29Q: 3 clusters Score -554284.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -554289.687500 Penalty: 2838.731934
	Iteration 30Q: 3 clusters Score -554289.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -554291.062500 Penalty: 2838.731934
	Iteration 31Q: 3 clusters Score -554291.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -554292.187500 Penalty: 2838.731934
	Iteration 32Q: 3 clusters Score -554292.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -554295.250000 Penalty: 2838.731934
	Iteration 33Q: 3 clusters Score -554295.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -554296.062500 Penalty: 2838.731934
	Iteration 34Q: 3 clusters Score -554296.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -554295.875000 Penalty: 2838.731934
	Iteration 35Q: 3 clusters Score -554295.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -554295.875000 Penalty: 2838.731934
	Iteration 36F: 3 clusters Score -554295.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Entering Unmasked Estep 
Score: -1091083.125000 Penalty: 1539.739014
	Iteration 0F: 2 clusters Score -1091083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1081971.625000 Penalty: 3079.478027
	Iteration 0F: 3 clusters Score -1081972 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1085295.500000 Penalty: 3079.478027
	Iteration 1F: 3 clusters Score -1085296 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1085785.875000 Penalty: 3079.478027
	Iteration 2F: 3 clusters Score -1085786 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1086262.500000 Penalty: 3079.478027
	Iteration 3F: 3 clusters Score -1086262 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1086739.750000 Penalty: 3079.478027
	Iteration 4F: 3 clusters Score -1086740 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1087184.750000 Penalty: 3079.478027
	Iteration 5F: 3 clusters Score -1087185 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1087572.125000 Penalty: 3079.478027
	Iteration 6F: 3 clusters Score -1087572 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1087879.875000 Penalty: 3079.478027
	Iteration 7Q: 3 clusters Score -1087880 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1088137.375000 Penalty: 3079.478027
	Iteration 8Q: 3 clusters Score -1088137 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1088340.875000 Penalty: 3079.478027
	Iteration 9Q: 3 clusters Score -1088341 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1088535.375000 Penalty: 3079.478027
	Iteration 10Q: 3 clusters Score -1088535 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1088701.500000 Penalty: 3079.478027
	Iteration 11Q: 3 clusters Score -1088702 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1088828.750000 Penalty: 3079.478027
	Iteration 12Q: 3 clusters Score -1088829 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1088935.500000 Penalty: 3079.478027
	Iteration 13Q: 3 clusters Score -1088936 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1089034.250000 Penalty: 3079.478027
	Iteration 14Q: 3 clusters Score -1089034 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1089144.000000 Penalty: 3079.478027
	Iteration 15Q: 3 clusters Score -1089144 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1089223.125000 Penalty: 3079.478027
	Iteration 16Q: 3 clusters Score -1089223 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1089283.000000 Penalty: 3079.478027
	Iteration 17Q: 3 clusters Score -1089283 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1089316.875000 Penalty: 3079.478027
	Iteration 18Q: 3 clusters Score -1089317 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1089344.375000 Penalty: 3079.478027
	Iteration 19Q: 3 clusters Score -1089344 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1089361.500000 Penalty: 3079.478027
	Iteration 20F: 3 clusters Score -1089362 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1089381.875000 Penalty: 3079.478027
	Iteration 21Q: 3 clusters Score -1089382 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1089397.375000 Penalty: 3079.478027
	Iteration 22Q: 3 clusters Score -1089397 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1089402.875000 Penalty: 3079.478027
	Iteration 23Q: 3 clusters Score -1089403 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1089410.750000 Penalty: 3079.478027
	Iteration 24Q: 3 clusters Score -1089411 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1089414.750000 Penalty: 3079.478027
	Iteration 25Q: 3 clusters Score -1089415 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1089419.625000 Penalty: 3079.478027
	Iteration 26Q: 3 clusters Score -1089420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1089420.500000 Penalty: 3079.478027
	Iteration 27Q: 3 clusters Score -1089420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1089422.250000 Penalty: 3079.478027
	Iteration 28Q: 3 clusters Score -1089422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1089421.875000 Penalty: 3079.478027
	Iteration 29Q: 3 clusters Score -1089422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1089428.250000 Penalty: 3079.478027
	Iteration 30Q: 3 clusters Score -1089428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1089431.750000 Penalty: 3079.478027
	Iteration 31Q: 3 clusters Score -1089432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1089434.000000 Penalty: 3079.478027
	Iteration 32Q: 3 clusters Score -1089434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1089438.500000 Penalty: 3079.478027
	Iteration 33Q: 3 clusters Score -1089438 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1089438.750000 Penalty: 3079.478027
	Iteration 34Q: 3 clusters Score -1089439 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1089444.375000 Penalty: 3079.478027
	Iteration 35Q: 3 clusters Score -1089444 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1089448.500000 Penalty: 3079.478027
	Iteration 36Q: 3 clusters Score -1089448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1089449.500000 Penalty: 3079.478027
	Iteration 37Q: 3 clusters Score -1089450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1089450.125000 Penalty: 3079.478027
	Iteration 38Q: 3 clusters Score -1089450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1089453.625000 Penalty: 3079.478027
	Iteration 39Q: 3 clusters Score -1089454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1089456.250000 Penalty: 3079.478027
	Iteration 40F: 3 clusters Score -1089456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1089462.125000 Penalty: 3079.478027
	Iteration 41Q: 3 clusters Score -1089462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1089465.875000 Penalty: 3079.478027
	Iteration 42Q: 3 clusters Score -1089466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1089467.750000 Penalty: 3079.478027
	Iteration 43Q: 3 clusters Score -1089468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1089470.750000 Penalty: 3079.478027
	Iteration 44Q: 3 clusters Score -1089471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1089471.000000 Penalty: 3079.478027
	Iteration 45Q: 3 clusters Score -1089471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1089474.250000 Penalty: 3079.478027
	Iteration 46Q: 3 clusters Score -1089474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1089476.625000 Penalty: 3079.478027
	Iteration 47Q: 3 clusters Score -1089477 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1089482.625000 Penalty: 3079.478027
	Iteration 48Q: 3 clusters Score -1089483 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1089486.500000 Penalty: 3079.478027
	Iteration 49Q: 3 clusters Score -1089486 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1089491.375000 Penalty: 3079.478027
	Iteration 50Q: 3 clusters Score -1089491 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1089497.750000 Penalty: 3079.478027
	Iteration 51Q: 3 clusters Score -1089498 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1089503.625000 Penalty: 3079.478027
	Iteration 52Q: 3 clusters Score -1089504 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1089504.125000 Penalty: 3079.478027
	Iteration 53Q: 3 clusters Score -1089504 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1089512.250000 Penalty: 3079.478027
	Iteration 54Q: 3 clusters Score -1089512 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1089517.250000 Penalty: 3079.478027
	Iteration 55Q: 3 clusters Score -1089517 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1089522.375000 Penalty: 3079.478027
	Iteration 56Q: 3 clusters Score -1089522 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1089526.250000 Penalty: 3079.478027
	Iteration 57Q: 3 clusters Score -1089526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1089528.625000 Penalty: 3079.478027
	Iteration 58Q: 3 clusters Score -1089529 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1089533.875000 Penalty: 3079.478027
	Iteration 59Q: 3 clusters Score -1089534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1089537.500000 Penalty: 3079.478027
	Iteration 60F: 3 clusters Score -1089538 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1089543.750000 Penalty: 3079.478027
	Iteration 61Q: 3 clusters Score -1089544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1089547.000000 Penalty: 3079.478027
	Iteration 62Q: 3 clusters Score -1089547 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1089552.500000 Penalty: 3079.478027
	Iteration 63Q: 3 clusters Score -1089552 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1089556.125000 Penalty: 3079.478027
	Iteration 64Q: 3 clusters Score -1089556 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1089559.125000 Penalty: 3079.478027
	Iteration 65Q: 3 clusters Score -1089559 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1089564.625000 Penalty: 3079.478027
	Iteration 66Q: 3 clusters Score -1089565 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1089569.375000 Penalty: 3079.478027
	Iteration 67Q: 3 clusters Score -1089569 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1089569.750000 Penalty: 3079.478027
	Iteration 68Q: 3 clusters Score -1089570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1089574.125000 Penalty: 3079.478027
	Iteration 69Q: 3 clusters Score -1089574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1089577.125000 Penalty: 3079.478027
	Iteration 70Q: 3 clusters Score -1089577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1089577.500000 Penalty: 3079.478027
	Iteration 71Q: 3 clusters Score -1089578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1089580.625000 Penalty: 3079.478027
	Iteration 72Q: 3 clusters Score -1089581 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1089583.875000 Penalty: 3079.478027
	Iteration 73Q: 3 clusters Score -1089584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1089583.750000 Penalty: 3079.478027
	Iteration 74Q: 3 clusters Score -1089584 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1089587.875000 Penalty: 3079.478027
	Iteration 75Q: 3 clusters Score -1089588 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1089593.750000 Penalty: 3079.478027
	Iteration 76Q: 3 clusters Score -1089594 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1089601.875000 Penalty: 3079.478027
	Iteration 77Q: 3 clusters Score -1089602 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1089605.375000 Penalty: 3079.478027
	Iteration 78Q: 3 clusters Score -1089605 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1089609.000000 Penalty: 3079.478027
	Iteration 79Q: 3 clusters Score -1089609 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1089614.250000 Penalty: 3079.478027
	Iteration 80F: 3 clusters Score -1089614 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1089621.875000 Penalty: 3079.478027
	Iteration 81Q: 3 clusters Score -1089622 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1089629.875000 Penalty: 3079.478027
	Iteration 82Q: 3 clusters Score -1089630 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1089635.500000 Penalty: 3079.478027
	Iteration 83Q: 3 clusters Score -1089636 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1089640.250000 Penalty: 3079.478027
	Iteration 84Q: 3 clusters Score -1089640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1089646.250000 Penalty: 3079.478027
	Iteration 85Q: 3 clusters Score -1089646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1089649.250000 Penalty: 3079.478027
	Iteration 86Q: 3 clusters Score -1089649 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1089656.375000 Penalty: 3079.478027
	Iteration 87Q: 3 clusters Score -1089656 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1089666.250000 Penalty: 3079.478027
	Iteration 88Q: 3 clusters Score -1089666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1089667.500000 Penalty: 3079.478027
	Iteration 89Q: 3 clusters Score -1089668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1089669.000000 Penalty: 3079.478027
	Iteration 90Q: 3 clusters Score -1089669 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1089673.250000 Penalty: 3079.478027
	Iteration 91Q: 3 clusters Score -1089673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1089672.125000 Penalty: 3079.478027
	Iteration 92Q: 3 clusters Score -1089672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1089675.125000 Penalty: 3079.478027
	Iteration 93Q: 3 clusters Score -1089675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1089682.500000 Penalty: 3079.478027
	Iteration 94Q: 3 clusters Score -1089682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1089682.125000 Penalty: 3079.478027
	Iteration 95Q: 3 clusters Score -1089682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1089685.375000 Penalty: 3079.478027
	Iteration 96Q: 3 clusters Score -1089685 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1089687.625000 Penalty: 3079.478027
	Iteration 97Q: 3 clusters Score -1089688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1089688.750000 Penalty: 3079.478027
	Iteration 98Q: 3 clusters Score -1089689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1089690.625000 Penalty: 3079.478027
	Iteration 99Q: 3 clusters Score -1089691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1089689.750000 Penalty: 3079.478027
	Iteration 100F: 3 clusters Score -1089690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1089694.250000 Penalty: 3079.478027
	Iteration 101Q: 3 clusters Score -1089694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1089698.875000 Penalty: 3079.478027
	Iteration 102Q: 3 clusters Score -1089699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1089698.875000 Penalty: 3079.478027
	Iteration 103Q: 3 clusters Score -1089699 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1089703.125000 Penalty: 3079.478027
	Iteration 104Q: 3 clusters Score -1089703 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1089712.000000 Penalty: 3079.478027
	Iteration 105Q: 3 clusters Score -1089712 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1089717.375000 Penalty: 3079.478027
	Iteration 106Q: 3 clusters Score -1089717 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1089727.625000 Penalty: 3079.478027
	Iteration 107Q: 3 clusters Score -1089728 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1089739.750000 Penalty: 3079.478027
	Iteration 108Q: 3 clusters Score -1089740 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1089749.000000 Penalty: 3079.478027
	Iteration 109Q: 3 clusters Score -1089749 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1089751.000000 Penalty: 3079.478027
	Iteration 110Q: 3 clusters Score -1089751 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1089760.625000 Penalty: 3079.478027
	Iteration 111Q: 3 clusters Score -1089761 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1089765.125000 Penalty: 3079.478027
	Iteration 112Q: 3 clusters Score -1089765 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1089776.000000 Penalty: 3079.478027
	Iteration 113Q: 3 clusters Score -1089776 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1089784.375000 Penalty: 3079.478027
	Iteration 114Q: 3 clusters Score -1089784 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1089790.750000 Penalty: 3079.478027
	Iteration 115Q: 3 clusters Score -1089791 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1089791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1089796.500000 Penalty: 3079.478027
	Iteration 117Q: 3 clusters Score -1089796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1089799.750000 Penalty: 3079.478027
	Iteration 118Q: 3 clusters Score -1089800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1089802.375000 Penalty: 3079.478027
	Iteration 119Q: 3 clusters Score -1089802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1089807.625000 Penalty: 3079.478027
	Iteration 120F: 3 clusters Score -1089808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1089808.000000 Penalty: 3079.478027
	Iteration 121Q: 3 clusters Score -1089808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1089812.125000 Penalty: 3079.478027
	Iteration 122Q: 3 clusters Score -1089812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1089814.500000 Penalty: 3079.478027
	Iteration 123Q: 3 clusters Score -1089814 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1089818.375000 Penalty: 3079.478027
	Iteration 124Q: 3 clusters Score -1089818 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1089822.875000 Penalty: 3079.478027
	Iteration 125Q: 3 clusters Score -1089823 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1089828.000000 Penalty: 3079.478027
	Iteration 126Q: 3 clusters Score -1089828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1089833.000000 Penalty: 3079.478027
	Iteration 127Q: 3 clusters Score -1089833 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1089839.875000 Penalty: 3079.478027
	Iteration 128Q: 3 clusters Score -1089840 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1089841.125000 Penalty: 3079.478027
	Iteration 129Q: 3 clusters Score -1089841 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1089842.125000 Penalty: 3079.478027
	Iteration 130Q: 3 clusters Score -1089842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1089843.625000 Penalty: 3079.478027
	Iteration 131Q: 3 clusters Score -1089844 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1089849.875000 Penalty: 3079.478027
	Iteration 132Q: 3 clusters Score -1089850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1089852.500000 Penalty: 3079.478027
	Iteration 133Q: 3 clusters Score -1089852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1089855.625000 Penalty: 3079.478027
	Iteration 134Q: 3 clusters Score -1089856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1089858.250000 Penalty: 3079.478027
	Iteration 135Q: 3 clusters Score -1089858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1089859.250000 Penalty: 3079.478027
	Iteration 136Q: 3 clusters Score -1089859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1089860.125000 Penalty: 3079.478027
	Iteration 137Q: 3 clusters Score -1089860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1089862.750000 Penalty: 3079.478027
	Iteration 138Q: 3 clusters Score -1089863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1089861.750000 Penalty: 3079.478027
	Iteration 139Q: 3 clusters Score -1089862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1089864.750000 Penalty: 3079.478027
	Iteration 140F: 3 clusters Score -1089865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1089862.625000 Penalty: 3079.478027
	Iteration 141Q: 3 clusters Score -1089863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1089866.375000 Penalty: 3079.478027
	Iteration 142Q: 3 clusters Score -1089866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1089866.625000 Penalty: 3079.478027
	Iteration 143Q: 3 clusters Score -1089867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1089866.125000 Penalty: 3079.478027
	Iteration 144Q: 3 clusters Score -1089866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1089869.250000 Penalty: 3079.478027
	Iteration 145Q: 3 clusters Score -1089869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1089872.250000 Penalty: 3079.478027
	Iteration 146Q: 3 clusters Score -1089872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1089873.375000 Penalty: 3079.478027
	Iteration 147Q: 3 clusters Score -1089873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1089872.625000 Penalty: 3079.478027
	Iteration 148Q: 3 clusters Score -1089873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1089873.500000 Penalty: 3079.478027
	Iteration 149Q: 3 clusters Score -1089874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1089873.250000 Penalty: 3079.478027
	Iteration 150Q: 3 clusters Score -1089873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1089876.125000 Penalty: 3079.478027
	Iteration 151Q: 3 clusters Score -1089876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1089874.375000 Penalty: 3079.478027
	Iteration 152Q: 3 clusters Score -1089874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1089874.250000 Penalty: 3079.478027
	Iteration 153Q: 3 clusters Score -1089874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1089875.250000 Penalty: 3079.478027
	Iteration 154Q: 3 clusters Score -1089875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1089874.500000 Penalty: 3079.478027
	Iteration 155Q: 3 clusters Score -1089874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1089876.000000 Penalty: 3079.478027
	Iteration 156Q: 3 clusters Score -1089876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1089876.625000 Penalty: 3079.478027
	Iteration 157Q: 3 clusters Score -1089877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1089875.250000 Penalty: 3079.478027
	Iteration 158Q: 3 clusters Score -1089875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1089875.500000 Penalty: 3079.478027
	Iteration 159Q: 3 clusters Score -1089876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1089877.625000 Penalty: 3079.478027
	Iteration 160F: 3 clusters Score -1089878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1089876.875000 Penalty: 3079.478027
	Iteration 161Q: 3 clusters Score -1089877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1089878.500000 Penalty: 3079.478027
	Iteration 162Q: 3 clusters Score -1089878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1089880.250000 Penalty: 3079.478027
	Iteration 163Q: 3 clusters Score -1089880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1089880.125000 Penalty: 3079.478027
	Iteration 164Q: 3 clusters Score -1089880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1089881.125000 Penalty: 3079.478027
	Iteration 165Q: 3 clusters Score -1089881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1089881.000000 Penalty: 3079.478027
	Iteration 166Q: 3 clusters Score -1089881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1089881.500000 Penalty: 3079.478027
	Iteration 167Q: 3 clusters Score -1089882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1089881.625000 Penalty: 3079.478027
	Iteration 168Q: 3 clusters Score -1089882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1089881.625000 Penalty: 3079.478027
	Iteration 169F: 3 clusters Score -1089882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -1269391.000000 Penalty: 1547.813354
	Iteration 0F: 2 clusters Score -1269391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1259820.500000 Penalty: 3095.626709
	Iteration 0F: 3 clusters Score -1259820 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1263037.500000 Penalty: 3095.626709
	Iteration 1F: 3 clusters Score -1263038 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1263331.250000 Penalty: 3095.626709
	Iteration 2F: 3 clusters Score -1263331 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1263557.250000 Penalty: 3095.626709
	Iteration 3Q: 3 clusters Score -1263557 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1263741.875000 Penalty: 3095.626709
	Iteration 4Q: 3 clusters Score -1263742 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1263930.125000 Penalty: 3095.626709
	Iteration 5Q: 3 clusters Score -1263930 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1264122.000000 Penalty: 3095.626709
	Iteration 6Q: 3 clusters Score -1264122 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1264327.625000 Penalty: 3095.626709
	Iteration 7Q: 3 clusters Score -1264328 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1264540.125000 Penalty: 3095.626709
	Iteration 8Q: 3 clusters Score -1264540 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1264812.375000 Penalty: 3095.626709
	Iteration 9Q: 3 clusters Score -1264812 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1265137.625000 Penalty: 3095.626709
	Iteration 10Q: 3 clusters Score -1265138 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1265502.000000 Penalty: 3095.626709
	Iteration 11Q: 3 clusters Score -1265502 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1265839.625000 Penalty: 3095.626709
	Iteration 12Q: 3 clusters Score -1265840 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1266105.125000 Penalty: 3095.626709
	Iteration 13Q: 3 clusters Score -1266105 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1266279.750000 Penalty: 3095.626709
	Iteration 14Q: 3 clusters Score -1266280 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1266397.875000 Penalty: 3095.626709
	Iteration 15Q: 3 clusters Score -1266398 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1266476.500000 Penalty: 3095.626709
	Iteration 16Q: 3 clusters Score -1266476 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1266548.875000 Penalty: 3095.626709
	Iteration 17Q: 3 clusters Score -1266549 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1266603.250000 Penalty: 3095.626709
	Iteration 18Q: 3 clusters Score -1266603 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1266658.500000 Penalty: 3095.626709
	Iteration 19Q: 3 clusters Score -1266658 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1266697.500000 Penalty: 3095.626709
	Iteration 20F: 3 clusters Score -1266698 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1266739.375000 Penalty: 3095.626709
	Iteration 21Q: 3 clusters Score -1266739 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1266767.125000 Penalty: 3095.626709
	Iteration 22Q: 3 clusters Score -1266767 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1266794.250000 Penalty: 3095.626709
	Iteration 23Q: 3 clusters Score -1266794 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1266820.375000 Penalty: 3095.626709
	Iteration 24Q: 3 clusters Score -1266820 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1266839.125000 Penalty: 3095.626709
	Iteration 25Q: 3 clusters Score -1266839 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1266846.125000 Penalty: 3095.626709
	Iteration 26Q: 3 clusters Score -1266846 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1266858.000000 Penalty: 3095.626709
	Iteration 27Q: 3 clusters Score -1266858 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1266864.750000 Penalty: 3095.626709
	Iteration 28Q: 3 clusters Score -1266865 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1266870.750000 Penalty: 3095.626709
	Iteration 29Q: 3 clusters Score -1266871 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1266872.000000 Penalty: 3095.626709
	Iteration 30Q: 3 clusters Score -1266872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1266876.250000 Penalty: 3095.626709
	Iteration 31Q: 3 clusters Score -1266876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1266876.750000 Penalty: 3095.626709
	Iteration 32Q: 3 clusters Score -1266877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1266874.000000 Penalty: 3095.626709
	Iteration 33Q: 3 clusters Score -1266874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1266877.625000 Penalty: 3095.626709
	Iteration 34Q: 3 clusters Score -1266878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1266877.500000 Penalty: 3095.626709
	Iteration 35Q: 3 clusters Score -1266878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1266878.500000 Penalty: 3095.626709
	Iteration 36Q: 3 clusters Score -1266878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1266882.250000 Penalty: 3095.626709
	Iteration 37Q: 3 clusters Score -1266882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1266881.750000 Penalty: 3095.626709
	Iteration 38Q: 3 clusters Score -1266882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1266884.375000 Penalty: 3095.626709
	Iteration 39Q: 3 clusters Score -1266884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1266886.375000 Penalty: 3095.626709
	Iteration 40F: 3 clusters Score -1266886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1266885.875000 Penalty: 3095.626709
	Iteration 41Q: 3 clusters Score -1266886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1266890.250000 Penalty: 3095.626709
	Iteration 42Q: 3 clusters Score -1266890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1266889.125000 Penalty: 3095.626709
	Iteration 43Q: 3 clusters Score -1266889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1266896.125000 Penalty: 3095.626709
	Iteration 44Q: 3 clusters Score -1266896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1266894.125000 Penalty: 3095.626709
	Iteration 45Q: 3 clusters Score -1266894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1266893.250000 Penalty: 3095.626709
	Iteration 46Q: 3 clusters Score -1266893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1266894.125000 Penalty: 3095.626709
	Iteration 47Q: 3 clusters Score -1266894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1266896.875000 Penalty: 3095.626709
	Iteration 48Q: 3 clusters Score -1266897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1266894.000000 Penalty: 3095.626709
	Iteration 49Q: 3 clusters Score -1266894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1266893.375000 Penalty: 3095.626709
	Iteration 50Q: 3 clusters Score -1266893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1266896.250000 Penalty: 3095.626709
	Iteration 51Q: 3 clusters Score -1266896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1266897.250000 Penalty: 3095.626709
	Iteration 52Q: 3 clusters Score -1266897 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1266896.375000 Penalty: 3095.626709
	Iteration 53Q: 3 clusters Score -1266896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1266898.000000 Penalty: 3095.626709
	Iteration 54Q: 3 clusters Score -1266898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1266901.750000 Penalty: 3095.626709
	Iteration 55Q: 3 clusters Score -1266902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1266903.250000 Penalty: 3095.626709
	Iteration 56Q: 3 clusters Score -1266903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1266900.500000 Penalty: 3095.626709
	Iteration 57Q: 3 clusters Score -1266900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1266899.750000 Penalty: 3095.626709
	Iteration 58Q: 3 clusters Score -1266900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1266901.125000 Penalty: 3095.626709
	Iteration 59Q: 3 clusters Score -1266901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1266903.125000 Penalty: 3095.626709
	Iteration 60F: 3 clusters Score -1266903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1266902.500000 Penalty: 3095.626709
	Iteration 61Q: 3 clusters Score -1266902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1266902.500000 Penalty: 3095.626709
	Iteration 62Q: 3 clusters Score -1266902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1266900.625000 Penalty: 3095.626709
	Iteration 63Q: 3 clusters Score -1266901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1266900.625000 Penalty: 3095.626709
	Iteration 64F: 3 clusters Score -1266901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Entering Unmasked Estep 
Score: -626386.312500 Penalty: 1436.946655
	Iteration 0F: 2 clusters Score -626386.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -621215.625000 Penalty: 2873.893311
	Iteration 0F: 3 clusters Score -621215.6 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -622818.500000 Penalty: 2873.893311
	Iteration 1F: 3 clusters Score -622818.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -623008.812500 Penalty: 2873.893311
	Iteration 2F: 3 clusters Score -623008.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -623137.812500 Penalty: 2873.893311
	Iteration 3Q: 3 clusters Score -623137.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -623276.062500 Penalty: 2873.893311
	Iteration 4Q: 3 clusters Score -623276.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -623426.125000 Penalty: 2873.893311
	Iteration 5Q: 3 clusters Score -623426.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -623605.687500 Penalty: 2873.893311
	Iteration 6Q: 3 clusters Score -623605.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -623804.000000 Penalty: 2873.893311
	Iteration 7Q: 3 clusters Score -623804 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -624017.187500 Penalty: 2873.893311
	Iteration 8Q: 3 clusters Score -624017.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -624233.687500 Penalty: 2873.893311
	Iteration 9Q: 3 clusters Score -624233.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -624427.500000 Penalty: 2873.893311
	Iteration 10Q: 3 clusters Score -624427.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -624585.500000 Penalty: 2873.893311
	Iteration 11Q: 3 clusters Score -624585.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -624711.125000 Penalty: 2873.893311
	Iteration 12Q: 3 clusters Score -624711.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -624804.187500 Penalty: 2873.893311
	Iteration 13Q: 3 clusters Score -624804.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -624869.125000 Penalty: 2873.893311
	Iteration 14Q: 3 clusters Score -624869.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -624910.250000 Penalty: 2873.893311
	Iteration 15Q: 3 clusters Score -624910.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -624939.687500 Penalty: 2873.893311
	Iteration 16Q: 3 clusters Score -624939.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -624963.812500 Penalty: 2873.893311
	Iteration 17Q: 3 clusters Score -624963.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -624991.312500 Penalty: 2873.893311
	Iteration 18Q: 3 clusters Score -624991.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -625022.187500 Penalty: 2873.893311
	Iteration 19Q: 3 clusters Score -625022.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -625054.937500 Penalty: 2873.893311
	Iteration 20F: 3 clusters Score -625054.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -625089.500000 Penalty: 2873.893311
	Iteration 21Q: 3 clusters Score -625089.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -625119.250000 Penalty: 2873.893311
	Iteration 22Q: 3 clusters Score -625119.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -625144.562500 Penalty: 2873.893311
	Iteration 23Q: 3 clusters Score -625144.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -625183.312500 Penalty: 2873.893311
	Iteration 24Q: 3 clusters Score -625183.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -625217.875000 Penalty: 2873.893311
	Iteration 25Q: 3 clusters Score -625217.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -625255.187500 Penalty: 2873.893311
	Iteration 26Q: 3 clusters Score -625255.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -625289.625000 Penalty: 2873.893311
	Iteration 27Q: 3 clusters Score -625289.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -625317.375000 Penalty: 2873.893311
	Iteration 28Q: 3 clusters Score -625317.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -625346.312500 Penalty: 2873.893311
	Iteration 29Q: 3 clusters Score -625346.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -625371.250000 Penalty: 2873.893311
	Iteration 30Q: 3 clusters Score -625371.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -625390.625000 Penalty: 2873.893311
	Iteration 31Q: 3 clusters Score -625390.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -625404.500000 Penalty: 2873.893311
	Iteration 32Q: 3 clusters Score -625404.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -625413.937500 Penalty: 2873.893311
	Iteration 33Q: 3 clusters Score -625413.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -625420.500000 Penalty: 2873.893311
	Iteration 34Q: 3 clusters Score -625420.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -625425.750000 Penalty: 2873.893311
	Iteration 35Q: 3 clusters Score -625425.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -625429.187500 Penalty: 2873.893311
	Iteration 36Q: 3 clusters Score -625429.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -625432.437500 Penalty: 2873.893311
	Iteration 37Q: 3 clusters Score -625432.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -625434.875000 Penalty: 2873.893311
	Iteration 38Q: 3 clusters Score -625434.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -625434.562500 Penalty: 2873.893311
	Iteration 39Q: 3 clusters Score -625434.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -625435.750000 Penalty: 2873.893311
	Iteration 40F: 3 clusters Score -625435.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -625435.312500 Penalty: 2873.893311
	Iteration 41Q: 3 clusters Score -625435.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -625436.625000 Penalty: 2873.893311
	Iteration 42Q: 3 clusters Score -625436.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -625436.625000 Penalty: 2873.893311
	Iteration 43F: 3 clusters Score -625436.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Entering Unmasked Estep 
Score: -507287.312500 Penalty: 1418.053223
	Iteration 0F: 2 clusters Score -507287.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -502587.125000 Penalty: 2836.106445
	Iteration 0F: 3 clusters Score -502587.1 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -504020.218750 Penalty: 2836.106445
	Iteration 1F: 3 clusters Score -504020.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -504322.187500 Penalty: 2836.106445
	Iteration 2F: 3 clusters Score -504322.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -504616.718750 Penalty: 2836.106445
	Iteration 3F: 3 clusters Score -504616.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -504941.156250 Penalty: 2836.106445
	Iteration 4F: 3 clusters Score -504941.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -505346.281250 Penalty: 2836.106445
	Iteration 5F: 3 clusters Score -505346.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -505732.281250 Penalty: 2836.106445
	Iteration 6F: 3 clusters Score -505732.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -505990.343750 Penalty: 2836.106445
	Iteration 7F: 3 clusters Score -505990.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -506141.062500 Penalty: 2836.106445
	Iteration 8Q: 3 clusters Score -506141.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -506229.687500 Penalty: 2836.106445
	Iteration 9Q: 3 clusters Score -506229.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -506285.750000 Penalty: 2836.106445
	Iteration 10Q: 3 clusters Score -506285.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -506320.218750 Penalty: 2836.106445
	Iteration 11Q: 3 clusters Score -506320.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -506342.343750 Penalty: 2836.106445
	Iteration 12Q: 3 clusters Score -506342.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -506357.312500 Penalty: 2836.106445
	Iteration 13Q: 3 clusters Score -506357.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -506377.906250 Penalty: 2836.106445
	Iteration 14Q: 3 clusters Score -506377.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -506396.906250 Penalty: 2836.106445
	Iteration 15Q: 3 clusters Score -506396.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -506408.718750 Penalty: 2836.106445
	Iteration 16Q: 3 clusters Score -506408.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -506417.656250 Penalty: 2836.106445
	Iteration 17Q: 3 clusters Score -506417.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -506423.968750 Penalty: 2836.106445
	Iteration 18Q: 3 clusters Score -506424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -506432.593750 Penalty: 2836.106445
	Iteration 19Q: 3 clusters Score -506432.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -506437.312500 Penalty: 2836.106445
	Iteration 20F: 3 clusters Score -506437.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -506441.750000 Penalty: 2836.106445
	Iteration 21Q: 3 clusters Score -506441.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -506443.437500 Penalty: 2836.106445
	Iteration 22Q: 3 clusters Score -506443.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -506445.750000 Penalty: 2836.106445
	Iteration 23Q: 3 clusters Score -506445.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -506446.437500 Penalty: 2836.106445
	Iteration 24Q: 3 clusters Score -506446.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -506447.656250 Penalty: 2836.106445
	Iteration 25Q: 3 clusters Score -506447.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -506449.000000 Penalty: 2836.106445
	Iteration 26Q: 3 clusters Score -506449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -506449.000000 Penalty: 2836.106445
	Iteration 27F: 3 clusters Score -506449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Entering Unmasked Estep 
Score: -64471.859375 Penalty: 1084.821289
	Iteration 0F: 2 clusters Score -64471.86 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 409 members 
Entering Unmasked Estep 
Score: -63204.121094 Penalty: 2169.642578
	Iteration 0F: 3 clusters Score -63204.12 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -63454.093750 Penalty: 2169.642578
	Iteration 1F: 3 clusters Score -63454.09 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -63520.191406 Penalty: 2169.642578
	Iteration 2F: 3 clusters Score -63520.19 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -63558.304688 Penalty: 2169.642578
	Iteration 3Q: 3 clusters Score -63558.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -63592.613281 Penalty: 2169.642578
	Iteration 4Q: 3 clusters Score -63592.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -63614.308594 Penalty: 2169.642578
	Iteration 5Q: 3 clusters Score -63614.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -63635.171875 Penalty: 2169.642578
	Iteration 6Q: 3 clusters Score -63635.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63659.648438 Penalty: 2169.642578
	Iteration 7Q: 3 clusters Score -63659.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63691.093750 Penalty: 2169.642578
	Iteration 8Q: 3 clusters Score -63691.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63710.945312 Penalty: 2169.642578
	Iteration 9Q: 3 clusters Score -63710.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63734.023438 Penalty: 2169.642578
	Iteration 10Q: 3 clusters Score -63734.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -63769.390625 Penalty: 2169.642578
	Iteration 11Q: 3 clusters Score -63769.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -63784.328125 Penalty: 2169.642578
	Iteration 12Q: 3 clusters Score -63784.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -63790.652344 Penalty: 2169.642578
	Iteration 13Q: 3 clusters Score -63790.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63798.351562 Penalty: 2169.642578
	Iteration 14Q: 3 clusters Score -63798.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63802.222656 Penalty: 2169.642578
	Iteration 15Q: 3 clusters Score -63802.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -63808.476562 Penalty: 2169.642578
	Iteration 16Q: 3 clusters Score -63808.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -63815.929688 Penalty: 2169.642578
	Iteration 17Q: 3 clusters Score -63815.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -63830.617188 Penalty: 2169.642578
	Iteration 18Q: 3 clusters Score -63830.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -63834.871094 Penalty: 2169.642578
	Iteration 19Q: 3 clusters Score -63834.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -63840.996094 Penalty: 2169.642578
	Iteration 20F: 3 clusters Score -63841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -63845.410156 Penalty: 2169.642578
	Iteration 21Q: 3 clusters Score -63845.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -63846.457031 Penalty: 2169.642578
	Iteration 22Q: 3 clusters Score -63846.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -63848.449219 Penalty: 2169.642578
	Iteration 23Q: 3 clusters Score -63848.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -63852.558594 Penalty: 2169.642578
	Iteration 24Q: 3 clusters Score -63852.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -63855.031250 Penalty: 2169.642578
	Iteration 25Q: 3 clusters Score -63855.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -63856.230469 Penalty: 2169.642578
	Iteration 26Q: 3 clusters Score -63856.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -63858.187500 Penalty: 2169.642578
	Iteration 27Q: 3 clusters Score -63858.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -63858.957031 Penalty: 2169.642578
	Iteration 28Q: 3 clusters Score -63858.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -63858.957031 Penalty: 2169.642578
	Iteration 29F: 3 clusters Score -63858.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Entering Unmasked Estep 
Score: -973825.000000 Penalty: 1504.345459
	Iteration 0F: 2 clusters Score -973825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -966273.750000 Penalty: 3008.690918
	Iteration 0F: 3 clusters Score -966273.8 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -968890.687500 Penalty: 3008.690918
	Iteration 1F: 3 clusters Score -968890.7 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -969229.187500 Penalty: 3008.690918
	Iteration 2F: 3 clusters Score -969229.2 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -969565.062500 Penalty: 3008.690918
	Iteration 3F: 3 clusters Score -969565.1 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -969897.125000 Penalty: 3008.690918
	Iteration 4F: 3 clusters Score -969897.1 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -970248.187500 Penalty: 3008.690918
	Iteration 5F: 3 clusters Score -970248.2 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -970586.312500 Penalty: 3008.690918
	Iteration 6F: 3 clusters Score -970586.3 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -970952.875000 Penalty: 3008.690918
	Iteration 7Q: 3 clusters Score -970952.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -971369.125000 Penalty: 3008.690918
	Iteration 8Q: 3 clusters Score -971369.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -971730.687500 Penalty: 3008.690918
	Iteration 9Q: 3 clusters Score -971730.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -972056.937500 Penalty: 3008.690918
	Iteration 10Q: 3 clusters Score -972056.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -972254.875000 Penalty: 3008.690918
	Iteration 11Q: 3 clusters Score -972254.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -972380.500000 Penalty: 3008.690918
	Iteration 12Q: 3 clusters Score -972380.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -972459.812500 Penalty: 3008.690918
	Iteration 13Q: 3 clusters Score -972459.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -972517.625000 Penalty: 3008.690918
	Iteration 14Q: 3 clusters Score -972517.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -972564.062500 Penalty: 3008.690918
	Iteration 15Q: 3 clusters Score -972564.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -972604.187500 Penalty: 3008.690918
	Iteration 16Q: 3 clusters Score -972604.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -972634.312500 Penalty: 3008.690918
	Iteration 17Q: 3 clusters Score -972634.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -972656.500000 Penalty: 3008.690918
	Iteration 18Q: 3 clusters Score -972656.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -972677.375000 Penalty: 3008.690918
	Iteration 19Q: 3 clusters Score -972677.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -972697.750000 Penalty: 3008.690918
	Iteration 20F: 3 clusters Score -972697.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -972704.375000 Penalty: 3008.690918
	Iteration 21Q: 3 clusters Score -972704.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -972716.375000 Penalty: 3008.690918
	Iteration 22Q: 3 clusters Score -972716.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -972724.375000 Penalty: 3008.690918
	Iteration 23Q: 3 clusters Score -972724.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -972733.875000 Penalty: 3008.690918
	Iteration 24Q: 3 clusters Score -972733.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -972736.875000 Penalty: 3008.690918
	Iteration 25Q: 3 clusters Score -972736.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -972740.875000 Penalty: 3008.690918
	Iteration 26Q: 3 clusters Score -972740.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -972744.875000 Penalty: 3008.690918
	Iteration 27Q: 3 clusters Score -972744.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -972749.000000 Penalty: 3008.690918
	Iteration 28Q: 3 clusters Score -972749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -972750.437500 Penalty: 3008.690918
	Iteration 29Q: 3 clusters Score -972750.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -972752.062500 Penalty: 3008.690918
	Iteration 30Q: 3 clusters Score -972752.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -972755.062500 Penalty: 3008.690918
	Iteration 31Q: 3 clusters Score -972755.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -972754.687500 Penalty: 3008.690918
	Iteration 32Q: 3 clusters Score -972754.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -972757.187500 Penalty: 3008.690918
	Iteration 33Q: 3 clusters Score -972757.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -972757.250000 Penalty: 3008.690918
	Iteration 34Q: 3 clusters Score -972757.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -972757.750000 Penalty: 3008.690918
	Iteration 35Q: 3 clusters Score -972757.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -972758.500000 Penalty: 3008.690918
	Iteration 36Q: 3 clusters Score -972758.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -972759.375000 Penalty: 3008.690918
	Iteration 37Q: 3 clusters Score -972759.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -972759.562500 Penalty: 3008.690918
	Iteration 38Q: 3 clusters Score -972759.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -972760.562500 Penalty: 3008.690918
	Iteration 39Q: 3 clusters Score -972760.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -972760.562500 Penalty: 3008.690918
	Iteration 40F: 3 clusters Score -972760.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Entering Unmasked Estep 
Score: -1762934.500000 Penalty: 1601.919678
	Iteration 0F: 2 clusters Score -1762934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1749856.250000 Penalty: 3203.839355
	Iteration 0F: 3 clusters Score -1749856 nChanged 8649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1754560.375000 Penalty: 3203.839355
	Iteration 1F: 3 clusters Score -1754560 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1754833.750000 Penalty: 3203.839355
	Iteration 2Q: 3 clusters Score -1754834 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1755084.375000 Penalty: 3203.839355
	Iteration 3Q: 3 clusters Score -1755084 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1755300.375000 Penalty: 3203.839355
	Iteration 4Q: 3 clusters Score -1755300 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1755525.125000 Penalty: 3203.839355
	Iteration 5Q: 3 clusters Score -1755525 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1755727.375000 Penalty: 3203.839355
	Iteration 6Q: 3 clusters Score -1755727 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1755950.625000 Penalty: 3203.839355
	Iteration 7Q: 3 clusters Score -1755951 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1756186.500000 Penalty: 3203.839355
	Iteration 8Q: 3 clusters Score -1756186 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1756470.000000 Penalty: 3203.839355
	Iteration 9Q: 3 clusters Score -1756470 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1756780.625000 Penalty: 3203.839355
	Iteration 10Q: 3 clusters Score -1756781 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1757159.625000 Penalty: 3203.839355
	Iteration 11Q: 3 clusters Score -1757160 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1757537.250000 Penalty: 3203.839355
	Iteration 12Q: 3 clusters Score -1757537 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1757999.250000 Penalty: 3203.839355
	Iteration 13Q: 3 clusters Score -1757999 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1758552.500000 Penalty: 3203.839355
	Iteration 14Q: 3 clusters Score -1758552 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1759071.000000 Penalty: 3203.839355
	Iteration 15Q: 3 clusters Score -1759071 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1759488.500000 Penalty: 3203.839355
	Iteration 16Q: 3 clusters Score -1759488 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1759785.000000 Penalty: 3203.839355
	Iteration 17Q: 3 clusters Score -1759785 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1759993.500000 Penalty: 3203.839355
	Iteration 18Q: 3 clusters Score -1759994 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1760158.375000 Penalty: 3203.839355
	Iteration 19Q: 3 clusters Score -1760158 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1760268.750000 Penalty: 3203.839355
	Iteration 20F: 3 clusters Score -1760269 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1760355.750000 Penalty: 3203.839355
	Iteration 21Q: 3 clusters Score -1760356 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1760415.875000 Penalty: 3203.839355
	Iteration 22Q: 3 clusters Score -1760416 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1760481.375000 Penalty: 3203.839355
	Iteration 23Q: 3 clusters Score -1760481 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1760541.125000 Penalty: 3203.839355
	Iteration 24Q: 3 clusters Score -1760541 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1760607.875000 Penalty: 3203.839355
	Iteration 25Q: 3 clusters Score -1760608 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1760674.000000 Penalty: 3203.839355
	Iteration 26Q: 3 clusters Score -1760674 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1760726.125000 Penalty: 3203.839355
	Iteration 27Q: 3 clusters Score -1760726 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1760778.375000 Penalty: 3203.839355
	Iteration 28Q: 3 clusters Score -1760778 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1760821.250000 Penalty: 3203.839355
	Iteration 29Q: 3 clusters Score -1760821 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1760861.250000 Penalty: 3203.839355
	Iteration 30Q: 3 clusters Score -1760861 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1760899.625000 Penalty: 3203.839355
	Iteration 31Q: 3 clusters Score -1760900 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1760940.250000 Penalty: 3203.839355
	Iteration 32Q: 3 clusters Score -1760940 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1760965.500000 Penalty: 3203.839355
	Iteration 33Q: 3 clusters Score -1760966 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1760988.375000 Penalty: 3203.839355
	Iteration 34Q: 3 clusters Score -1760988 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1761013.375000 Penalty: 3203.839355
	Iteration 35Q: 3 clusters Score -1761013 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1761038.500000 Penalty: 3203.839355
	Iteration 36Q: 3 clusters Score -1761038 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1761061.625000 Penalty: 3203.839355
	Iteration 37Q: 3 clusters Score -1761062 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1761085.500000 Penalty: 3203.839355
	Iteration 38Q: 3 clusters Score -1761086 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1761108.875000 Penalty: 3203.839355
	Iteration 39Q: 3 clusters Score -1761109 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1761131.500000 Penalty: 3203.839355
	Iteration 40F: 3 clusters Score -1761132 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1761153.000000 Penalty: 3203.839355
	Iteration 41Q: 3 clusters Score -1761153 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1761172.250000 Penalty: 3203.839355
	Iteration 42Q: 3 clusters Score -1761172 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1761194.125000 Penalty: 3203.839355
	Iteration 43Q: 3 clusters Score -1761194 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1761217.375000 Penalty: 3203.839355
	Iteration 44Q: 3 clusters Score -1761217 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1761247.125000 Penalty: 3203.839355
	Iteration 45Q: 3 clusters Score -1761247 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1761277.500000 Penalty: 3203.839355
	Iteration 46Q: 3 clusters Score -1761278 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1761301.625000 Penalty: 3203.839355
	Iteration 47Q: 3 clusters Score -1761302 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1761323.875000 Penalty: 3203.839355
	Iteration 48Q: 3 clusters Score -1761324 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1761335.000000 Penalty: 3203.839355
	Iteration 49Q: 3 clusters Score -1761335 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1761354.250000 Penalty: 3203.839355
	Iteration 50Q: 3 clusters Score -1761354 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1761377.375000 Penalty: 3203.839355
	Iteration 51Q: 3 clusters Score -1761377 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1761390.750000 Penalty: 3203.839355
	Iteration 52Q: 3 clusters Score -1761391 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1761413.750000 Penalty: 3203.839355
	Iteration 53Q: 3 clusters Score -1761414 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1761432.875000 Penalty: 3203.839355
	Iteration 54Q: 3 clusters Score -1761433 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1761446.500000 Penalty: 3203.839355
	Iteration 55Q: 3 clusters Score -1761446 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1761464.625000 Penalty: 3203.839355
	Iteration 56Q: 3 clusters Score -1761465 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1761482.125000 Penalty: 3203.839355
	Iteration 57Q: 3 clusters Score -1761482 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1761493.875000 Penalty: 3203.839355
	Iteration 58Q: 3 clusters Score -1761494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1761501.375000 Penalty: 3203.839355
	Iteration 59Q: 3 clusters Score -1761501 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1761513.500000 Penalty: 3203.839355
	Iteration 60F: 3 clusters Score -1761514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1761523.875000 Penalty: 3203.839355
	Iteration 61Q: 3 clusters Score -1761524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1761534.500000 Penalty: 3203.839355
	Iteration 62Q: 3 clusters Score -1761534 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1761545.875000 Penalty: 3203.839355
	Iteration 63Q: 3 clusters Score -1761546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1761557.750000 Penalty: 3203.839355
	Iteration 64Q: 3 clusters Score -1761558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1761565.625000 Penalty: 3203.839355
	Iteration 65Q: 3 clusters Score -1761566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1761570.750000 Penalty: 3203.839355
	Iteration 66Q: 3 clusters Score -1761571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1761580.875000 Penalty: 3203.839355
	Iteration 67Q: 3 clusters Score -1761581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1761580.625000 Penalty: 3203.839355
	Iteration 68Q: 3 clusters Score -1761581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1761586.500000 Penalty: 3203.839355
	Iteration 69Q: 3 clusters Score -1761586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1761600.000000 Penalty: 3203.839355
	Iteration 70Q: 3 clusters Score -1761600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1761604.750000 Penalty: 3203.839355
	Iteration 71Q: 3 clusters Score -1761605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1761605.500000 Penalty: 3203.839355
	Iteration 72Q: 3 clusters Score -1761606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1761606.125000 Penalty: 3203.839355
	Iteration 73Q: 3 clusters Score -1761606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1761611.000000 Penalty: 3203.839355
	Iteration 74Q: 3 clusters Score -1761611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1761614.750000 Penalty: 3203.839355
	Iteration 75Q: 3 clusters Score -1761615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1761619.875000 Penalty: 3203.839355
	Iteration 76Q: 3 clusters Score -1761620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1761624.000000 Penalty: 3203.839355
	Iteration 77Q: 3 clusters Score -1761624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1761626.125000 Penalty: 3203.839355
	Iteration 78Q: 3 clusters Score -1761626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1761632.375000 Penalty: 3203.839355
	Iteration 79Q: 3 clusters Score -1761632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1761635.000000 Penalty: 3203.839355
	Iteration 80F: 3 clusters Score -1761635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1761640.250000 Penalty: 3203.839355
	Iteration 81Q: 3 clusters Score -1761640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1761642.500000 Penalty: 3203.839355
	Iteration 82Q: 3 clusters Score -1761642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1761643.375000 Penalty: 3203.839355
	Iteration 83Q: 3 clusters Score -1761643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1761643.000000 Penalty: 3203.839355
	Iteration 84Q: 3 clusters Score -1761643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1761645.250000 Penalty: 3203.839355
	Iteration 85Q: 3 clusters Score -1761645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1761647.250000 Penalty: 3203.839355
	Iteration 86Q: 3 clusters Score -1761647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1761649.125000 Penalty: 3203.839355
	Iteration 87Q: 3 clusters Score -1761649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1761647.750000 Penalty: 3203.839355
	Iteration 88Q: 3 clusters Score -1761648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1761646.625000 Penalty: 3203.839355
	Iteration 89Q: 3 clusters Score -1761647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1761646.625000 Penalty: 3203.839355
	Iteration 90F: 3 clusters Score -1761647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (73355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73355 members 
Entering Unmasked Estep 
Score: -6718996.000000 Penalty: 1820.498169
	Iteration 0F: 2 clusters Score -6718996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -6669947.500000 Penalty: 3640.996338
	Iteration 0F: 3 clusters Score -6669948 nChanged 34663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -6689946.000000 Penalty: 3640.996338
	Iteration 1F: 3 clusters Score -6689946 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -6690869.500000 Penalty: 3640.996338
	Iteration 2Q: 3 clusters Score -6690870 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -6692346.000000 Penalty: 3640.996338
	Iteration 3Q: 3 clusters Score -6692346 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -6694526.000000 Penalty: 3640.996338
	Iteration 4F: 3 clusters Score -6694526 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -6697414.500000 Penalty: 3640.996338
	Iteration 5F: 3 clusters Score -6697414 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52154 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -6700565.000000 Penalty: 3640.996338
	Iteration 6F: 3 clusters Score -6700565 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56640 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -6703915.000000 Penalty: 3640.996338
	Iteration 7F: 3 clusters Score -6703915 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61113 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -6707341.500000 Penalty: 3640.996338
	Iteration 8F: 3 clusters Score -6707342 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65104 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -6710632.500000 Penalty: 3640.996338
	Iteration 9F: 3 clusters Score -6710632 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68311 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -6713432.000000 Penalty: 3640.996338
	Iteration 10Q: 3 clusters Score -6713432 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70446 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -6715300.500000 Penalty: 3640.996338
	Iteration 11Q: 3 clusters Score -6715300 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71634 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -6716310.500000 Penalty: 3640.996338
	Iteration 12Q: 3 clusters Score -6716310 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72237 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6716861.000000 Penalty: 3640.996338
	Iteration 13Q: 3 clusters Score -6716861 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72544 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6717160.500000 Penalty: 3640.996338
	Iteration 14Q: 3 clusters Score -6717160 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72681 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6717312.500000 Penalty: 3640.996338
	Iteration 15Q: 3 clusters Score -6717312 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72740 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -6717382.500000 Penalty: 3640.996338
	Iteration 16Q: 3 clusters Score -6717382 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72780 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6717438.500000 Penalty: 3640.996338
	Iteration 17Q: 3 clusters Score -6717438 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72794 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6717457.500000 Penalty: 3640.996338
	Iteration 18Q: 3 clusters Score -6717458 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72800 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -6717492.500000 Penalty: 3640.996338
	Iteration 19Q: 3 clusters Score -6717492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72807 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6717515.500000 Penalty: 3640.996338
	Iteration 20F: 3 clusters Score -6717516 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72817 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6717539.000000 Penalty: 3640.996338
	Iteration 21Q: 3 clusters Score -6717539 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72832 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6717557.500000 Penalty: 3640.996338
	Iteration 22Q: 3 clusters Score -6717558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72843 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -6717571.000000 Penalty: 3640.996338
	Iteration 23Q: 3 clusters Score -6717571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72848 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -6717567.500000 Penalty: 3640.996338
	Iteration 24Q: 3 clusters Score -6717568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72855 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -6717581.000000 Penalty: 3640.996338
	Iteration 25Q: 3 clusters Score -6717581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72865 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6717587.000000 Penalty: 3640.996338
	Iteration 26Q: 3 clusters Score -6717587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72867 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -6717591.000000 Penalty: 3640.996338
	Iteration 27Q: 3 clusters Score -6717591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72865 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6717594.000000 Penalty: 3640.996338
	Iteration 28Q: 3 clusters Score -6717594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72863 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6717602.000000 Penalty: 3640.996338
	Iteration 29Q: 3 clusters Score -6717602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72865 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6717598.500000 Penalty: 3640.996338
	Iteration 30Q: 3 clusters Score -6717598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72865 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6717598.500000 Penalty: 3640.996338
	Iteration 31F: 3 clusters Score -6717598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -101526.976562 Penalty: 1162.878662
	Iteration 0F: 2 clusters Score -101527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -99887.164062 Penalty: 2325.757324
	Iteration 0F: 3 clusters Score -99887.16 nChanged 413
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: -100237.265625 Penalty: 2325.757324
	Iteration 1F: 3 clusters Score -100237.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -100406.765625 Penalty: 2325.757324
	Iteration 2F: 3 clusters Score -100406.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -100540.093750 Penalty: 2325.757324
	Iteration 3F: 3 clusters Score -100540.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -100678.523438 Penalty: 2325.757324
	Iteration 4F: 3 clusters Score -100678.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -100766.312500 Penalty: 2325.757324
	Iteration 5F: 3 clusters Score -100766.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -100838.429688 Penalty: 2325.757324
	Iteration 6Q: 3 clusters Score -100838.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -100905.476562 Penalty: 2325.757324
	Iteration 7Q: 3 clusters Score -100905.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -100984.437500 Penalty: 2325.757324
	Iteration 8Q: 3 clusters Score -100984.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -101050.101562 Penalty: 2325.757324
	Iteration 9Q: 3 clusters Score -101050.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -101095.250000 Penalty: 2325.757324
	Iteration 10Q: 3 clusters Score -101095.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -101135.085938 Penalty: 2325.757324
	Iteration 11Q: 3 clusters Score -101135.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -101169.085938 Penalty: 2325.757324
	Iteration 12Q: 3 clusters Score -101169.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -101187.203125 Penalty: 2325.757324
	Iteration 13Q: 3 clusters Score -101187.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -101195.179688 Penalty: 2325.757324
	Iteration 14Q: 3 clusters Score -101195.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -101199.062500 Penalty: 2325.757324
	Iteration 15Q: 3 clusters Score -101199.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -101203.640625 Penalty: 2325.757324
	Iteration 16Q: 3 clusters Score -101203.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -101204.734375 Penalty: 2325.757324
	Iteration 17Q: 3 clusters Score -101204.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -101205.796875 Penalty: 2325.757324
	Iteration 18Q: 3 clusters Score -101205.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -101205.796875 Penalty: 2325.757324
	Iteration 19F: 3 clusters Score -101205.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Entering Unmasked Estep 
Score: -93210.101562 Penalty: 1171.277222
	Iteration 0F: 2 clusters Score -93210.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -91636.234375 Penalty: 2342.554443
	Iteration 0F: 3 clusters Score -91636.23 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -92177.500000 Penalty: 2342.554443
	Iteration 1F: 3 clusters Score -92177.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -92365.203125 Penalty: 2342.554443
	Iteration 2F: 3 clusters Score -92365.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -92491.351562 Penalty: 2342.554443
	Iteration 3F: 3 clusters Score -92491.35 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -92568.101562 Penalty: 2342.554443
	Iteration 4Q: 3 clusters Score -92568.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -92600.843750 Penalty: 2342.554443
	Iteration 5Q: 3 clusters Score -92600.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -92624.007812 Penalty: 2342.554443
	Iteration 6Q: 3 clusters Score -92624.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -92638.554688 Penalty: 2342.554443
	Iteration 7Q: 3 clusters Score -92638.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -92645.226562 Penalty: 2342.554443
	Iteration 8Q: 3 clusters Score -92645.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -92647.023438 Penalty: 2342.554443
	Iteration 9Q: 3 clusters Score -92647.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -92647.289062 Penalty: 2342.554443
	Iteration 10Q: 3 clusters Score -92647.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -92647.289062 Penalty: 2342.554443
	Iteration 11F: 3 clusters Score -92647.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Entering Unmasked Estep 
Score: -86431.273438 Penalty: 1124.287964
	Iteration 0F: 2 clusters Score -86431.27 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 503 members 
Entering Unmasked Estep 
Score: -84990.984375 Penalty: 2248.575928
	Iteration 0F: 3 clusters Score -84990.98 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -85235.515625 Penalty: 2248.575928
	Iteration 1F: 3 clusters Score -85235.52 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -85318.523438 Penalty: 2248.575928
	Iteration 2F: 3 clusters Score -85318.52 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -85383.898438 Penalty: 2248.575928
	Iteration 3F: 3 clusters Score -85383.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -85415.710938 Penalty: 2248.575928
	Iteration 4Q: 3 clusters Score -85415.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -85435.632812 Penalty: 2248.575928
	Iteration 5Q: 3 clusters Score -85435.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -85447.320312 Penalty: 2248.575928
	Iteration 6Q: 3 clusters Score -85447.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -85452.179688 Penalty: 2248.575928
	Iteration 7Q: 3 clusters Score -85452.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -85454.343750 Penalty: 2248.575928
	Iteration 8Q: 3 clusters Score -85454.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -85457.164062 Penalty: 2248.575928
	Iteration 9Q: 3 clusters Score -85457.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -85458.062500 Penalty: 2248.575928
	Iteration 10Q: 3 clusters Score -85458.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -85461.273438 Penalty: 2248.575928
	Iteration 11Q: 3 clusters Score -85461.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -85462.187500 Penalty: 2248.575928
	Iteration 12Q: 3 clusters Score -85462.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -85462.187500 Penalty: 2248.575928
	Iteration 13F: 3 clusters Score -85462.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Entering Unmasked Estep 
Score: -85450.343750 Penalty: 1124.127197
	Iteration 0F: 2 clusters Score -85450.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -84013.421875 Penalty: 2248.254395
	Iteration 0F: 3 clusters Score -84013.42 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -84279.648438 Penalty: 2248.254395
	Iteration 1F: 3 clusters Score -84279.65 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -84346.179688 Penalty: 2248.254395
	Iteration 2F: 3 clusters Score -84346.18 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -84385.632812 Penalty: 2248.254395
	Iteration 3Q: 3 clusters Score -84385.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -84404.820312 Penalty: 2248.254395
	Iteration 4Q: 3 clusters Score -84404.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -84411.992188 Penalty: 2248.254395
	Iteration 5Q: 3 clusters Score -84411.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -84422.632812 Penalty: 2248.254395
	Iteration 6Q: 3 clusters Score -84422.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -84435.343750 Penalty: 2248.254395
	Iteration 7Q: 3 clusters Score -84435.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -84443.382812 Penalty: 2248.254395
	Iteration 8Q: 3 clusters Score -84443.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -84452.867188 Penalty: 2248.254395
	Iteration 9Q: 3 clusters Score -84452.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -84470.039062 Penalty: 2248.254395
	Iteration 10Q: 3 clusters Score -84470.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -84484.382812 Penalty: 2248.254395
	Iteration 11Q: 3 clusters Score -84484.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -84498.914062 Penalty: 2248.254395
	Iteration 12Q: 3 clusters Score -84498.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -84515.000000 Penalty: 2248.254395
	Iteration 13Q: 3 clusters Score -84515 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -84542.429688 Penalty: 2248.254395
	Iteration 14Q: 3 clusters Score -84542.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -84577.140625 Penalty: 2248.254395
	Iteration 15Q: 3 clusters Score -84577.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -84612.007812 Penalty: 2248.254395
	Iteration 16Q: 3 clusters Score -84612.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -84645.882812 Penalty: 2248.254395
	Iteration 17Q: 3 clusters Score -84645.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -84681.445312 Penalty: 2248.254395
	Iteration 18Q: 3 clusters Score -84681.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -84702.085938 Penalty: 2248.254395
	Iteration 19Q: 3 clusters Score -84702.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -84731.726562 Penalty: 2248.254395
	Iteration 20F: 3 clusters Score -84731.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -84763.203125 Penalty: 2248.254395
	Iteration 21Q: 3 clusters Score -84763.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -84799.000000 Penalty: 2248.254395
	Iteration 22Q: 3 clusters Score -84799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -84828.164062 Penalty: 2248.254395
	Iteration 23Q: 3 clusters Score -84828.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -84840.742188 Penalty: 2248.254395
	Iteration 24Q: 3 clusters Score -84840.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -84855.406250 Penalty: 2248.254395
	Iteration 25Q: 3 clusters Score -84855.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -84870.164062 Penalty: 2248.254395
	Iteration 26Q: 3 clusters Score -84870.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -84882.281250 Penalty: 2248.254395
	Iteration 27Q: 3 clusters Score -84882.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -84893.460938 Penalty: 2248.254395
	Iteration 28Q: 3 clusters Score -84893.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -84901.476562 Penalty: 2248.254395
	Iteration 29Q: 3 clusters Score -84901.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -84904.984375 Penalty: 2248.254395
	Iteration 30Q: 3 clusters Score -84904.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -84905.757812 Penalty: 2248.254395
	Iteration 31Q: 3 clusters Score -84905.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -84905.757812 Penalty: 2248.254395
	Iteration 32F: 3 clusters Score -84905.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Entering Unmasked Estep 
Score: -316658.093750 Penalty: 1334.938599
	Iteration 0F: 2 clusters Score -316658.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -313496.968750 Penalty: 2669.877197
	Iteration 0F: 3 clusters Score -313497 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -314480.156250 Penalty: 2669.877197
	Iteration 1F: 3 clusters Score -314480.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -314947.656250 Penalty: 2669.877197
	Iteration 2F: 3 clusters Score -314947.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -315456.750000 Penalty: 2669.877197
	Iteration 3F: 3 clusters Score -315456.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -315719.562500 Penalty: 2669.877197
	Iteration 4F: 3 clusters Score -315719.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -315846.562500 Penalty: 2669.877197
	Iteration 5Q: 3 clusters Score -315846.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -315915.562500 Penalty: 2669.877197
	Iteration 6Q: 3 clusters Score -315915.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -315957.437500 Penalty: 2669.877197
	Iteration 7Q: 3 clusters Score -315957.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -315976.093750 Penalty: 2669.877197
	Iteration 8Q: 3 clusters Score -315976.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -315981.343750 Penalty: 2669.877197
	Iteration 9Q: 3 clusters Score -315981.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -315986.250000 Penalty: 2669.877197
	Iteration 10Q: 3 clusters Score -315986.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -315993.093750 Penalty: 2669.877197
	Iteration 11Q: 3 clusters Score -315993.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -315998.625000 Penalty: 2669.877197
	Iteration 12Q: 3 clusters Score -315998.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -316002.750000 Penalty: 2669.877197
	Iteration 13Q: 3 clusters Score -316002.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -316007.500000 Penalty: 2669.877197
	Iteration 14Q: 3 clusters Score -316007.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -316013.187500 Penalty: 2669.877197
	Iteration 15Q: 3 clusters Score -316013.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -316016.468750 Penalty: 2669.877197
	Iteration 16Q: 3 clusters Score -316016.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -316018.750000 Penalty: 2669.877197
	Iteration 17Q: 3 clusters Score -316018.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -316020.437500 Penalty: 2669.877197
	Iteration 18Q: 3 clusters Score -316020.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -316022.093750 Penalty: 2669.877197
	Iteration 19Q: 3 clusters Score -316022.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -316023.375000 Penalty: 2669.877197
	Iteration 20F: 3 clusters Score -316023.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -316024.718750 Penalty: 2669.877197
	Iteration 21Q: 3 clusters Score -316024.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -316025.187500 Penalty: 2669.877197
	Iteration 22Q: 3 clusters Score -316025.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -316025.656250 Penalty: 2669.877197
	Iteration 23Q: 3 clusters Score -316025.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -316026.343750 Penalty: 2669.877197
	Iteration 24Q: 3 clusters Score -316026.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -316026.343750 Penalty: 2669.877197
	Iteration 25F: 3 clusters Score -316026.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Entering Unmasked Estep 
Score: -731657.375000 Penalty: 1458.888794
	Iteration 0F: 2 clusters Score -731657.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -725851.312500 Penalty: 2917.777588
	Iteration 0F: 3 clusters Score -725851.3 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -727593.500000 Penalty: 2917.777588
	Iteration 1F: 3 clusters Score -727593.5 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -727828.187500 Penalty: 2917.777588
	Iteration 2F: 3 clusters Score -727828.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -728046.500000 Penalty: 2917.777588
	Iteration 3F: 3 clusters Score -728046.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -728264.875000 Penalty: 2917.777588
	Iteration 4F: 3 clusters Score -728264.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -728457.250000 Penalty: 2917.777588
	Iteration 5Q: 3 clusters Score -728457.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -728668.250000 Penalty: 2917.777588
	Iteration 6Q: 3 clusters Score -728668.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -728903.500000 Penalty: 2917.777588
	Iteration 7Q: 3 clusters Score -728903.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -729143.875000 Penalty: 2917.777588
	Iteration 8Q: 3 clusters Score -729143.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -729378.750000 Penalty: 2917.777588
	Iteration 9Q: 3 clusters Score -729378.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -729608.500000 Penalty: 2917.777588
	Iteration 10Q: 3 clusters Score -729608.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -729804.687500 Penalty: 2917.777588
	Iteration 11Q: 3 clusters Score -729804.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -729970.937500 Penalty: 2917.777588
	Iteration 12Q: 3 clusters Score -729970.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -730099.437500 Penalty: 2917.777588
	Iteration 13Q: 3 clusters Score -730099.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -730178.875000 Penalty: 2917.777588
	Iteration 14Q: 3 clusters Score -730178.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -730241.187500 Penalty: 2917.777588
	Iteration 15Q: 3 clusters Score -730241.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -730284.187500 Penalty: 2917.777588
	Iteration 16Q: 3 clusters Score -730284.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -730315.812500 Penalty: 2917.777588
	Iteration 17Q: 3 clusters Score -730315.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -730345.437500 Penalty: 2917.777588
	Iteration 18Q: 3 clusters Score -730345.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -730362.687500 Penalty: 2917.777588
	Iteration 19Q: 3 clusters Score -730362.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -730377.500000 Penalty: 2917.777588
	Iteration 20F: 3 clusters Score -730377.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -730389.875000 Penalty: 2917.777588
	Iteration 21Q: 3 clusters Score -730389.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -730399.375000 Penalty: 2917.777588
	Iteration 22Q: 3 clusters Score -730399.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -730409.500000 Penalty: 2917.777588
	Iteration 23Q: 3 clusters Score -730409.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -730423.437500 Penalty: 2917.777588
	Iteration 24Q: 3 clusters Score -730423.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -730434.375000 Penalty: 2917.777588
	Iteration 25Q: 3 clusters Score -730434.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -730441.812500 Penalty: 2917.777588
	Iteration 26Q: 3 clusters Score -730441.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -730450.062500 Penalty: 2917.777588
	Iteration 27Q: 3 clusters Score -730450.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -730454.312500 Penalty: 2917.777588
	Iteration 28Q: 3 clusters Score -730454.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -730458.062500 Penalty: 2917.777588
	Iteration 29Q: 3 clusters Score -730458.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -730459.875000 Penalty: 2917.777588
	Iteration 30Q: 3 clusters Score -730459.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -730459.875000 Penalty: 2917.777588
	Iteration 31F: 3 clusters Score -730459.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Entering Unmasked Estep 
Score: -103129.710938 Penalty: 1157.989136
	Iteration 0F: 2 clusters Score -103129.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -101544.000000 Penalty: 2315.978271
	Iteration 0F: 3 clusters Score -101544 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -101898.445312 Penalty: 2315.978271
	Iteration 1F: 3 clusters Score -101898.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -102024.359375 Penalty: 2315.978271
	Iteration 2F: 3 clusters Score -102024.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -102084.406250 Penalty: 2315.978271
	Iteration 3F: 3 clusters Score -102084.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -102126.351562 Penalty: 2315.978271
	Iteration 4Q: 3 clusters Score -102126.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -102172.039062 Penalty: 2315.978271
	Iteration 5Q: 3 clusters Score -102172 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -102217.234375 Penalty: 2315.978271
	Iteration 6Q: 3 clusters Score -102217.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -102254.421875 Penalty: 2315.978271
	Iteration 7Q: 3 clusters Score -102254.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -102270.164062 Penalty: 2315.978271
	Iteration 8Q: 3 clusters Score -102270.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -102282.093750 Penalty: 2315.978271
	Iteration 9Q: 3 clusters Score -102282.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -102289.882812 Penalty: 2315.978271
	Iteration 10Q: 3 clusters Score -102289.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -102299.210938 Penalty: 2315.978271
	Iteration 11Q: 3 clusters Score -102299.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -102304.031250 Penalty: 2315.978271
	Iteration 12Q: 3 clusters Score -102304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -102312.062500 Penalty: 2315.978271
	Iteration 13Q: 3 clusters Score -102312.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -102318.703125 Penalty: 2315.978271
	Iteration 14Q: 3 clusters Score -102318.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -102322.054688 Penalty: 2315.978271
	Iteration 15Q: 3 clusters Score -102322.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -102324.304688 Penalty: 2315.978271
	Iteration 16Q: 3 clusters Score -102324.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -102328.132812 Penalty: 2315.978271
	Iteration 17Q: 3 clusters Score -102328.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -102329.445312 Penalty: 2315.978271
	Iteration 18Q: 3 clusters Score -102329.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -102329.445312 Penalty: 2315.978271
	Iteration 19F: 3 clusters Score -102329.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Entering Unmasked Estep 
Score: -606996.750000 Penalty: 1443.771606
	Iteration 0F: 2 clusters Score -606996.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -601587.625000 Penalty: 2887.543213
	Iteration 0F: 3 clusters Score -601587.6 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -603264.375000 Penalty: 2887.543213
	Iteration 1F: 3 clusters Score -603264.4 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -603627.625000 Penalty: 2887.543213
	Iteration 2F: 3 clusters Score -603627.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -603919.437500 Penalty: 2887.543213
	Iteration 3F: 3 clusters Score -603919.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -604147.750000 Penalty: 2887.543213
	Iteration 4F: 3 clusters Score -604147.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -604339.375000 Penalty: 2887.543213
	Iteration 5F: 3 clusters Score -604339.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -604492.750000 Penalty: 2887.543213
	Iteration 6Q: 3 clusters Score -604492.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -604637.250000 Penalty: 2887.543213
	Iteration 7Q: 3 clusters Score -604637.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -604760.750000 Penalty: 2887.543213
	Iteration 8Q: 3 clusters Score -604760.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -604844.000000 Penalty: 2887.543213
	Iteration 9Q: 3 clusters Score -604844 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -604903.437500 Penalty: 2887.543213
	Iteration 10Q: 3 clusters Score -604903.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -604949.000000 Penalty: 2887.543213
	Iteration 11Q: 3 clusters Score -604949 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -604981.500000 Penalty: 2887.543213
	Iteration 12Q: 3 clusters Score -604981.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -605008.250000 Penalty: 2887.543213
	Iteration 13Q: 3 clusters Score -605008.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -605033.437500 Penalty: 2887.543213
	Iteration 14Q: 3 clusters Score -605033.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -605052.937500 Penalty: 2887.543213
	Iteration 15Q: 3 clusters Score -605052.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -605069.062500 Penalty: 2887.543213
	Iteration 16Q: 3 clusters Score -605069.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -605084.500000 Penalty: 2887.543213
	Iteration 17Q: 3 clusters Score -605084.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -605100.562500 Penalty: 2887.543213
	Iteration 18Q: 3 clusters Score -605100.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -605113.187500 Penalty: 2887.543213
	Iteration 19Q: 3 clusters Score -605113.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -605123.125000 Penalty: 2887.543213
	Iteration 20F: 3 clusters Score -605123.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -605130.062500 Penalty: 2887.543213
	Iteration 21Q: 3 clusters Score -605130.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -605141.750000 Penalty: 2887.543213
	Iteration 22Q: 3 clusters Score -605141.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -605150.312500 Penalty: 2887.543213
	Iteration 23Q: 3 clusters Score -605150.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -605160.750000 Penalty: 2887.543213
	Iteration 24Q: 3 clusters Score -605160.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -605170.375000 Penalty: 2887.543213
	Iteration 25Q: 3 clusters Score -605170.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -605176.875000 Penalty: 2887.543213
	Iteration 26Q: 3 clusters Score -605176.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -605187.000000 Penalty: 2887.543213
	Iteration 27Q: 3 clusters Score -605187 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -605200.062500 Penalty: 2887.543213
	Iteration 28Q: 3 clusters Score -605200.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -605208.250000 Penalty: 2887.543213
	Iteration 29Q: 3 clusters Score -605208.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -605216.312500 Penalty: 2887.543213
	Iteration 30Q: 3 clusters Score -605216.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -605229.937500 Penalty: 2887.543213
	Iteration 31Q: 3 clusters Score -605229.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -605248.937500 Penalty: 2887.543213
	Iteration 32Q: 3 clusters Score -605248.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -605264.562500 Penalty: 2887.543213
	Iteration 33Q: 3 clusters Score -605264.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -605288.312500 Penalty: 2887.543213
	Iteration 34Q: 3 clusters Score -605288.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -605318.437500 Penalty: 2887.543213
	Iteration 35Q: 3 clusters Score -605318.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -605345.375000 Penalty: 2887.543213
	Iteration 36Q: 3 clusters Score -605345.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -605371.750000 Penalty: 2887.543213
	Iteration 37Q: 3 clusters Score -605371.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -605391.062500 Penalty: 2887.543213
	Iteration 38Q: 3 clusters Score -605391.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -605411.687500 Penalty: 2887.543213
	Iteration 39Q: 3 clusters Score -605411.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -605429.000000 Penalty: 2887.543213
	Iteration 40F: 3 clusters Score -605429 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -605437.625000 Penalty: 2887.543213
	Iteration 41Q: 3 clusters Score -605437.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -605445.812500 Penalty: 2887.543213
	Iteration 42Q: 3 clusters Score -605445.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -605452.687500 Penalty: 2887.543213
	Iteration 43Q: 3 clusters Score -605452.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -605463.437500 Penalty: 2887.543213
	Iteration 44Q: 3 clusters Score -605463.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -605474.625000 Penalty: 2887.543213
	Iteration 45Q: 3 clusters Score -605474.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -605487.875000 Penalty: 2887.543213
	Iteration 46Q: 3 clusters Score -605487.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -605502.375000 Penalty: 2887.543213
	Iteration 47Q: 3 clusters Score -605502.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -605521.875000 Penalty: 2887.543213
	Iteration 48Q: 3 clusters Score -605521.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -605537.812500 Penalty: 2887.543213
	Iteration 49Q: 3 clusters Score -605537.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -605551.937500 Penalty: 2887.543213
	Iteration 50Q: 3 clusters Score -605551.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -605567.062500 Penalty: 2887.543213
	Iteration 51Q: 3 clusters Score -605567.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -605587.625000 Penalty: 2887.543213
	Iteration 52Q: 3 clusters Score -605587.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -605606.750000 Penalty: 2887.543213
	Iteration 53Q: 3 clusters Score -605606.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -605624.875000 Penalty: 2887.543213
	Iteration 54Q: 3 clusters Score -605624.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -605639.000000 Penalty: 2887.543213
	Iteration 55Q: 3 clusters Score -605639 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -605652.562500 Penalty: 2887.543213
	Iteration 56Q: 3 clusters Score -605652.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -605667.375000 Penalty: 2887.543213
	Iteration 57Q: 3 clusters Score -605667.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -605679.750000 Penalty: 2887.543213
	Iteration 58Q: 3 clusters Score -605679.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -605689.750000 Penalty: 2887.543213
	Iteration 59Q: 3 clusters Score -605689.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -605703.687500 Penalty: 2887.543213
	Iteration 60F: 3 clusters Score -605703.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -605718.062500 Penalty: 2887.543213
	Iteration 61Q: 3 clusters Score -605718.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -605731.750000 Penalty: 2887.543213
	Iteration 62Q: 3 clusters Score -605731.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -605747.062500 Penalty: 2887.543213
	Iteration 63Q: 3 clusters Score -605747.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -605757.062500 Penalty: 2887.543213
	Iteration 64Q: 3 clusters Score -605757.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -605768.812500 Penalty: 2887.543213
	Iteration 65Q: 3 clusters Score -605768.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -605781.375000 Penalty: 2887.543213
	Iteration 66Q: 3 clusters Score -605781.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -605794.062500 Penalty: 2887.543213
	Iteration 67Q: 3 clusters Score -605794.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -605809.062500 Penalty: 2887.543213
	Iteration 68Q: 3 clusters Score -605809.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -605816.687500 Penalty: 2887.543213
	Iteration 69Q: 3 clusters Score -605816.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -605827.687500 Penalty: 2887.543213
	Iteration 70Q: 3 clusters Score -605827.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -605835.937500 Penalty: 2887.543213
	Iteration 71Q: 3 clusters Score -605835.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -605848.437500 Penalty: 2887.543213
	Iteration 72Q: 3 clusters Score -605848.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -605866.750000 Penalty: 2887.543213
	Iteration 73Q: 3 clusters Score -605866.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -605881.500000 Penalty: 2887.543213
	Iteration 74Q: 3 clusters Score -605881.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -605892.812500 Penalty: 2887.543213
	Iteration 75Q: 3 clusters Score -605892.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -605902.812500 Penalty: 2887.543213
	Iteration 76Q: 3 clusters Score -605902.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -605915.125000 Penalty: 2887.543213
	Iteration 77Q: 3 clusters Score -605915.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -605922.500000 Penalty: 2887.543213
	Iteration 78Q: 3 clusters Score -605922.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -605927.125000 Penalty: 2887.543213
	Iteration 79Q: 3 clusters Score -605927.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -605930.562500 Penalty: 2887.543213
	Iteration 80F: 3 clusters Score -605930.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -605931.937500 Penalty: 2887.543213
	Iteration 81Q: 3 clusters Score -605931.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -605933.125000 Penalty: 2887.543213
	Iteration 82Q: 3 clusters Score -605933.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -605934.500000 Penalty: 2887.543213
	Iteration 83Q: 3 clusters Score -605934.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -605936.375000 Penalty: 2887.543213
	Iteration 84Q: 3 clusters Score -605936.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -605938.625000 Penalty: 2887.543213
	Iteration 85Q: 3 clusters Score -605938.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -605943.562500 Penalty: 2887.543213
	Iteration 86Q: 3 clusters Score -605943.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -605942.937500 Penalty: 2887.543213
	Iteration 87Q: 3 clusters Score -605942.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -605942.312500 Penalty: 2887.543213
	Iteration 88Q: 3 clusters Score -605942.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -605945.187500 Penalty: 2887.543213
	Iteration 89Q: 3 clusters Score -605945.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -605945.187500 Penalty: 2887.543213
	Iteration 90Q: 3 clusters Score -605945.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -605947.250000 Penalty: 2887.543213
	Iteration 91Q: 3 clusters Score -605947.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -605948.062500 Penalty: 2887.543213
	Iteration 92Q: 3 clusters Score -605948.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -605948.812500 Penalty: 2887.543213
	Iteration 93Q: 3 clusters Score -605948.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -605950.375000 Penalty: 2887.543213
	Iteration 94Q: 3 clusters Score -605950.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -605952.187500 Penalty: 2887.543213
	Iteration 95Q: 3 clusters Score -605952.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -605952.812500 Penalty: 2887.543213
	Iteration 96Q: 3 clusters Score -605952.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -605953.312500 Penalty: 2887.543213
	Iteration 97Q: 3 clusters Score -605953.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -605955.750000 Penalty: 2887.543213
	Iteration 98Q: 3 clusters Score -605955.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -605956.437500 Penalty: 2887.543213
	Iteration 99Q: 3 clusters Score -605956.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -605956.437500 Penalty: 2887.543213
	Iteration 100F: 3 clusters Score -605956.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -70279.257812 Penalty: 1095.334473
	Iteration 0F: 2 clusters Score -70279.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -68983.742188 Penalty: 2190.668945
	Iteration 0F: 3 clusters Score -68983.74 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -69236.851562 Penalty: 2190.668945
	Iteration 1F: 3 clusters Score -69236.85 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -69350.273438 Penalty: 2190.668945
	Iteration 2F: 3 clusters Score -69350.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -69495.000000 Penalty: 2190.668945
	Iteration 3F: 3 clusters Score -69495 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -69592.289062 Penalty: 2190.668945
	Iteration 4Q: 3 clusters Score -69592.29 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -69666.976562 Penalty: 2190.668945
	Iteration 5F: 3 clusters Score -69666.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -69717.195312 Penalty: 2190.668945
	Iteration 6Q: 3 clusters Score -69717.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -69762.929688 Penalty: 2190.668945
	Iteration 7Q: 3 clusters Score -69762.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -69804.859375 Penalty: 2190.668945
	Iteration 8Q: 3 clusters Score -69804.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -69826.796875 Penalty: 2190.668945
	Iteration 9Q: 3 clusters Score -69826.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -69848.835938 Penalty: 2190.668945
	Iteration 10Q: 3 clusters Score -69848.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -69862.460938 Penalty: 2190.668945
	Iteration 11Q: 3 clusters Score -69862.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -69867.921875 Penalty: 2190.668945
	Iteration 12Q: 3 clusters Score -69867.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -69871.664062 Penalty: 2190.668945
	Iteration 13Q: 3 clusters Score -69871.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -69875.335938 Penalty: 2190.668945
	Iteration 14Q: 3 clusters Score -69875.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -69879.023438 Penalty: 2190.668945
	Iteration 15Q: 3 clusters Score -69879.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -69882.375000 Penalty: 2190.668945
	Iteration 16Q: 3 clusters Score -69882.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -69882.710938 Penalty: 2190.668945
	Iteration 17Q: 3 clusters Score -69882.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -69883.296875 Penalty: 2190.668945
	Iteration 18Q: 3 clusters Score -69883.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -69884.484375 Penalty: 2190.668945
	Iteration 19Q: 3 clusters Score -69884.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -69885.328125 Penalty: 2190.668945
	Iteration 20F: 3 clusters Score -69885.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -69886.726562 Penalty: 2190.668945
	Iteration 21Q: 3 clusters Score -69886.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -69888.984375 Penalty: 2190.668945
	Iteration 22Q: 3 clusters Score -69888.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -69889.578125 Penalty: 2190.668945
	Iteration 23Q: 3 clusters Score -69889.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -69891.531250 Penalty: 2190.668945
	Iteration 24Q: 3 clusters Score -69891.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -69894.992188 Penalty: 2190.668945
	Iteration 25Q: 3 clusters Score -69894.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -69896.617188 Penalty: 2190.668945
	Iteration 26Q: 3 clusters Score -69896.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -69897.296875 Penalty: 2190.668945
	Iteration 27Q: 3 clusters Score -69897.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -69897.296875 Penalty: 2190.668945
	Iteration 28F: 3 clusters Score -69897.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Entering Unmasked Estep 
Score: -793419.562500 Penalty: 1479.107300
	Iteration 0F: 2 clusters Score -793419.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -786885.312500 Penalty: 2958.214600
	Iteration 0F: 3 clusters Score -786885.3 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -788993.437500 Penalty: 2958.214600
	Iteration 1F: 3 clusters Score -788993.4 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -789275.312500 Penalty: 2958.214600
	Iteration 2F: 3 clusters Score -789275.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -789512.187500 Penalty: 2958.214600
	Iteration 3F: 3 clusters Score -789512.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -789714.312500 Penalty: 2958.214600
	Iteration 4Q: 3 clusters Score -789714.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -789920.312500 Penalty: 2958.214600
	Iteration 5Q: 3 clusters Score -789920.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -790164.875000 Penalty: 2958.214600
	Iteration 6Q: 3 clusters Score -790164.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -790437.312500 Penalty: 2958.214600
	Iteration 7Q: 3 clusters Score -790437.3 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -790688.562500 Penalty: 2958.214600
	Iteration 8Q: 3 clusters Score -790688.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -790899.812500 Penalty: 2958.214600
	Iteration 9Q: 3 clusters Score -790899.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -791097.062500 Penalty: 2958.214600
	Iteration 10Q: 3 clusters Score -791097.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -791253.187500 Penalty: 2958.214600
	Iteration 11Q: 3 clusters Score -791253.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -791398.937500 Penalty: 2958.214600
	Iteration 12Q: 3 clusters Score -791398.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -791526.812500 Penalty: 2958.214600
	Iteration 13Q: 3 clusters Score -791526.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -791640.812500 Penalty: 2958.214600
	Iteration 14Q: 3 clusters Score -791640.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -791742.000000 Penalty: 2958.214600
	Iteration 15Q: 3 clusters Score -791742 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -791834.812500 Penalty: 2958.214600
	Iteration 16Q: 3 clusters Score -791834.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -791908.437500 Penalty: 2958.214600
	Iteration 17Q: 3 clusters Score -791908.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -791961.750000 Penalty: 2958.214600
	Iteration 18Q: 3 clusters Score -791961.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -792006.312500 Penalty: 2958.214600
	Iteration 19Q: 3 clusters Score -792006.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -792041.125000 Penalty: 2958.214600
	Iteration 20F: 3 clusters Score -792041.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -792067.812500 Penalty: 2958.214600
	Iteration 21Q: 3 clusters Score -792067.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -792081.625000 Penalty: 2958.214600
	Iteration 22Q: 3 clusters Score -792081.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -792103.062500 Penalty: 2958.214600
	Iteration 23Q: 3 clusters Score -792103.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -792124.875000 Penalty: 2958.214600
	Iteration 24Q: 3 clusters Score -792124.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -792141.062500 Penalty: 2958.214600
	Iteration 25Q: 3 clusters Score -792141.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -792152.312500 Penalty: 2958.214600
	Iteration 26Q: 3 clusters Score -792152.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -792161.625000 Penalty: 2958.214600
	Iteration 27Q: 3 clusters Score -792161.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -792173.250000 Penalty: 2958.214600
	Iteration 28Q: 3 clusters Score -792173.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -792184.375000 Penalty: 2958.214600
	Iteration 29Q: 3 clusters Score -792184.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -792190.437500 Penalty: 2958.214600
	Iteration 30Q: 3 clusters Score -792190.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -792198.687500 Penalty: 2958.214600
	Iteration 31Q: 3 clusters Score -792198.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -792205.125000 Penalty: 2958.214600
	Iteration 32Q: 3 clusters Score -792205.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -792209.250000 Penalty: 2958.214600
	Iteration 33Q: 3 clusters Score -792209.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -792213.687500 Penalty: 2958.214600
	Iteration 34Q: 3 clusters Score -792213.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -792214.812500 Penalty: 2958.214600
	Iteration 35Q: 3 clusters Score -792214.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -792217.750000 Penalty: 2958.214600
	Iteration 36Q: 3 clusters Score -792217.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -792218.562500 Penalty: 2958.214600
	Iteration 37Q: 3 clusters Score -792218.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -792222.812500 Penalty: 2958.214600
	Iteration 38Q: 3 clusters Score -792222.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -792222.750000 Penalty: 2958.214600
	Iteration 39Q: 3 clusters Score -792222.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -792224.875000 Penalty: 2958.214600
	Iteration 40F: 3 clusters Score -792224.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -792226.062500 Penalty: 2958.214600
	Iteration 41Q: 3 clusters Score -792226.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -792228.562500 Penalty: 2958.214600
	Iteration 42Q: 3 clusters Score -792228.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -792231.250000 Penalty: 2958.214600
	Iteration 43Q: 3 clusters Score -792231.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -792235.625000 Penalty: 2958.214600
	Iteration 44Q: 3 clusters Score -792235.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -792238.187500 Penalty: 2958.214600
	Iteration 45Q: 3 clusters Score -792238.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -792240.125000 Penalty: 2958.214600
	Iteration 46Q: 3 clusters Score -792240.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -792242.875000 Penalty: 2958.214600
	Iteration 47Q: 3 clusters Score -792242.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -792244.312500 Penalty: 2958.214600
	Iteration 48Q: 3 clusters Score -792244.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -792246.437500 Penalty: 2958.214600
	Iteration 49Q: 3 clusters Score -792246.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -792246.437500 Penalty: 2958.214600
	Iteration 50F: 3 clusters Score -792246.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Entering Unmasked Estep 
Score: -110414.726562 Penalty: 1163.258545
	Iteration 0F: 2 clusters Score -110414.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -108798.023438 Penalty: 2326.517090
	Iteration 0F: 3 clusters Score -108798 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -109109.664062 Penalty: 2326.517090
	Iteration 1F: 3 clusters Score -109109.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -109198.304688 Penalty: 2326.517090
	Iteration 2F: 3 clusters Score -109198.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -109252.601562 Penalty: 2326.517090
	Iteration 3Q: 3 clusters Score -109252.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -109294.937500 Penalty: 2326.517090
	Iteration 4Q: 3 clusters Score -109294.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -109323.265625 Penalty: 2326.517090
	Iteration 5Q: 3 clusters Score -109323.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -109339.453125 Penalty: 2326.517090
	Iteration 6Q: 3 clusters Score -109339.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -109363.687500 Penalty: 2326.517090
	Iteration 7Q: 3 clusters Score -109363.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -109385.703125 Penalty: 2326.517090
	Iteration 8Q: 3 clusters Score -109385.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -109400.789062 Penalty: 2326.517090
	Iteration 9Q: 3 clusters Score -109400.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -109419.875000 Penalty: 2326.517090
	Iteration 10Q: 3 clusters Score -109419.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -109432.703125 Penalty: 2326.517090
	Iteration 11Q: 3 clusters Score -109432.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -109438.882812 Penalty: 2326.517090
	Iteration 12Q: 3 clusters Score -109438.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -109452.632812 Penalty: 2326.517090
	Iteration 13Q: 3 clusters Score -109452.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -109463.937500 Penalty: 2326.517090
	Iteration 14Q: 3 clusters Score -109463.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -109471.070312 Penalty: 2326.517090
	Iteration 15Q: 3 clusters Score -109471.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -109480.664062 Penalty: 2326.517090
	Iteration 16Q: 3 clusters Score -109480.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -109485.343750 Penalty: 2326.517090
	Iteration 17Q: 3 clusters Score -109485.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -109491.601562 Penalty: 2326.517090
	Iteration 18Q: 3 clusters Score -109491.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -109497.210938 Penalty: 2326.517090
	Iteration 19Q: 3 clusters Score -109497.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -109502.546875 Penalty: 2326.517090
	Iteration 20F: 3 clusters Score -109502.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -109508.812500 Penalty: 2326.517090
	Iteration 21Q: 3 clusters Score -109508.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -109514.453125 Penalty: 2326.517090
	Iteration 22Q: 3 clusters Score -109514.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -109518.601562 Penalty: 2326.517090
	Iteration 23Q: 3 clusters Score -109518.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -109520.296875 Penalty: 2326.517090
	Iteration 24Q: 3 clusters Score -109520.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -109521.984375 Penalty: 2326.517090
	Iteration 25Q: 3 clusters Score -109522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -109522.828125 Penalty: 2326.517090
	Iteration 26Q: 3 clusters Score -109522.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -109523.460938 Penalty: 2326.517090
	Iteration 27Q: 3 clusters Score -109523.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -109524.023438 Penalty: 2326.517090
	Iteration 28Q: 3 clusters Score -109524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -109524.554688 Penalty: 2326.517090
	Iteration 29Q: 3 clusters Score -109524.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -109525.125000 Penalty: 2326.517090
	Iteration 30Q: 3 clusters Score -109525.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -109525.500000 Penalty: 2326.517090
	Iteration 31Q: 3 clusters Score -109525.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -109526.953125 Penalty: 2326.517090
	Iteration 32Q: 3 clusters Score -109527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -109530.335938 Penalty: 2326.517090
	Iteration 33Q: 3 clusters Score -109530.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -109534.460938 Penalty: 2326.517090
	Iteration 34Q: 3 clusters Score -109534.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -109536.492188 Penalty: 2326.517090
	Iteration 35Q: 3 clusters Score -109536.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -109537.976562 Penalty: 2326.517090
	Iteration 36Q: 3 clusters Score -109538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -109538.992188 Penalty: 2326.517090
	Iteration 37Q: 3 clusters Score -109539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -109538.992188 Penalty: 2326.517090
	Iteration 38F: 3 clusters Score -109539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Entering Unmasked Estep 
Score: -170781.625000 Penalty: 1233.184814
	Iteration 0F: 2 clusters Score -170781.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -168736.875000 Penalty: 2466.369629
	Iteration 0F: 3 clusters Score -168736.9 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -169230.859375 Penalty: 2466.369629
	Iteration 1F: 3 clusters Score -169230.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -169393.703125 Penalty: 2466.369629
	Iteration 2F: 3 clusters Score -169393.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -169497.578125 Penalty: 2466.369629
	Iteration 3F: 3 clusters Score -169497.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -169591.953125 Penalty: 2466.369629
	Iteration 4F: 3 clusters Score -169592 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -169676.906250 Penalty: 2466.369629
	Iteration 5Q: 3 clusters Score -169676.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -169754.593750 Penalty: 2466.369629
	Iteration 6Q: 3 clusters Score -169754.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -169838.484375 Penalty: 2466.369629
	Iteration 7Q: 3 clusters Score -169838.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -169905.921875 Penalty: 2466.369629
	Iteration 8Q: 3 clusters Score -169905.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -169933.828125 Penalty: 2466.369629
	Iteration 9Q: 3 clusters Score -169933.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -169947.906250 Penalty: 2466.369629
	Iteration 10Q: 3 clusters Score -169947.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -169961.203125 Penalty: 2466.369629
	Iteration 11Q: 3 clusters Score -169961.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -169970.125000 Penalty: 2466.369629
	Iteration 12Q: 3 clusters Score -169970.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -169977.437500 Penalty: 2466.369629
	Iteration 13Q: 3 clusters Score -169977.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -169997.390625 Penalty: 2466.369629
	Iteration 14Q: 3 clusters Score -169997.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -170011.640625 Penalty: 2466.369629
	Iteration 15Q: 3 clusters Score -170011.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -170021.500000 Penalty: 2466.369629
	Iteration 16Q: 3 clusters Score -170021.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -170029.078125 Penalty: 2466.369629
	Iteration 17Q: 3 clusters Score -170029.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -170033.921875 Penalty: 2466.369629
	Iteration 18Q: 3 clusters Score -170033.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -170037.109375 Penalty: 2466.369629
	Iteration 19Q: 3 clusters Score -170037.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -170043.640625 Penalty: 2466.369629
	Iteration 20F: 3 clusters Score -170043.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -170048.546875 Penalty: 2466.369629
	Iteration 21Q: 3 clusters Score -170048.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -170049.828125 Penalty: 2466.369629
	Iteration 22Q: 3 clusters Score -170049.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -170050.265625 Penalty: 2466.369629
	Iteration 23Q: 3 clusters Score -170050.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -170050.265625 Penalty: 2466.369629
	Iteration 24F: 3 clusters Score -170050.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (11332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Entering Unmasked Estep 
Score: -1037946.187500 Penalty: 1517.000244
	Iteration 0F: 2 clusters Score -1037946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1029835.937500 Penalty: 3034.000488
	Iteration 0F: 3 clusters Score -1029836 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1032541.312500 Penalty: 3034.000488
	Iteration 1F: 3 clusters Score -1032541 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1032853.875000 Penalty: 3034.000488
	Iteration 2F: 3 clusters Score -1032854 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1033104.312500 Penalty: 3034.000488
	Iteration 3F: 3 clusters Score -1033104 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1033353.375000 Penalty: 3034.000488
	Iteration 4Q: 3 clusters Score -1033353 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1033603.062500 Penalty: 3034.000488
	Iteration 5Q: 3 clusters Score -1033603 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1033850.875000 Penalty: 3034.000488
	Iteration 6Q: 3 clusters Score -1033851 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1034130.312500 Penalty: 3034.000488
	Iteration 7Q: 3 clusters Score -1034130 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1034410.062500 Penalty: 3034.000488
	Iteration 8Q: 3 clusters Score -1034410 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1034695.125000 Penalty: 3034.000488
	Iteration 9Q: 3 clusters Score -1034695 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1034943.375000 Penalty: 3034.000488
	Iteration 10Q: 3 clusters Score -1034943 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1035182.437500 Penalty: 3034.000488
	Iteration 11Q: 3 clusters Score -1035182 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1035397.250000 Penalty: 3034.000488
	Iteration 12Q: 3 clusters Score -1035397 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1035564.250000 Penalty: 3034.000488
	Iteration 13Q: 3 clusters Score -1035564 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1035680.562500 Penalty: 3034.000488
	Iteration 14Q: 3 clusters Score -1035681 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1035765.625000 Penalty: 3034.000488
	Iteration 15Q: 3 clusters Score -1035766 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1035848.937500 Penalty: 3034.000488
	Iteration 16Q: 3 clusters Score -1035849 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1035936.437500 Penalty: 3034.000488
	Iteration 17Q: 3 clusters Score -1035936 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1036006.625000 Penalty: 3034.000488
	Iteration 18Q: 3 clusters Score -1036007 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1036063.000000 Penalty: 3034.000488
	Iteration 19Q: 3 clusters Score -1036063 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1036113.312500 Penalty: 3034.000488
	Iteration 20F: 3 clusters Score -1036113 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1036152.437500 Penalty: 3034.000488
	Iteration 21Q: 3 clusters Score -1036152 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1036196.875000 Penalty: 3034.000488
	Iteration 22Q: 3 clusters Score -1036197 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1036236.812500 Penalty: 3034.000488
	Iteration 23Q: 3 clusters Score -1036237 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1036266.812500 Penalty: 3034.000488
	Iteration 24Q: 3 clusters Score -1036267 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1036304.062500 Penalty: 3034.000488
	Iteration 25Q: 3 clusters Score -1036304 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1036339.375000 Penalty: 3034.000488
	Iteration 26Q: 3 clusters Score -1036339 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1036376.250000 Penalty: 3034.000488
	Iteration 27Q: 3 clusters Score -1036376 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1036410.875000 Penalty: 3034.000488
	Iteration 28Q: 3 clusters Score -1036411 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1036430.312500 Penalty: 3034.000488
	Iteration 29Q: 3 clusters Score -1036430 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1036448.437500 Penalty: 3034.000488
	Iteration 30Q: 3 clusters Score -1036448 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1036462.000000 Penalty: 3034.000488
	Iteration 31Q: 3 clusters Score -1036462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1036473.812500 Penalty: 3034.000488
	Iteration 32Q: 3 clusters Score -1036474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1036480.250000 Penalty: 3034.000488
	Iteration 33Q: 3 clusters Score -1036480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1036485.750000 Penalty: 3034.000488
	Iteration 34Q: 3 clusters Score -1036486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1036491.375000 Penalty: 3034.000488
	Iteration 35Q: 3 clusters Score -1036491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1036498.500000 Penalty: 3034.000488
	Iteration 36Q: 3 clusters Score -1036498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1036501.062500 Penalty: 3034.000488
	Iteration 37Q: 3 clusters Score -1036501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1036509.312500 Penalty: 3034.000488
	Iteration 38Q: 3 clusters Score -1036509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1036516.937500 Penalty: 3034.000488
	Iteration 39Q: 3 clusters Score -1036517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1036522.375000 Penalty: 3034.000488
	Iteration 40F: 3 clusters Score -1036522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1036525.625000 Penalty: 3034.000488
	Iteration 41Q: 3 clusters Score -1036526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1036534.562500 Penalty: 3034.000488
	Iteration 42Q: 3 clusters Score -1036535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1036538.687500 Penalty: 3034.000488
	Iteration 43Q: 3 clusters Score -1036539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1036544.875000 Penalty: 3034.000488
	Iteration 44Q: 3 clusters Score -1036545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1036547.250000 Penalty: 3034.000488
	Iteration 45Q: 3 clusters Score -1036547 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1036554.750000 Penalty: 3034.000488
	Iteration 46Q: 3 clusters Score -1036555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1036560.250000 Penalty: 3034.000488
	Iteration 47Q: 3 clusters Score -1036560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1036562.125000 Penalty: 3034.000488
	Iteration 48Q: 3 clusters Score -1036562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1036567.437500 Penalty: 3034.000488
	Iteration 49Q: 3 clusters Score -1036567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1036579.250000 Penalty: 3034.000488
	Iteration 50Q: 3 clusters Score -1036579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1036589.125000 Penalty: 3034.000488
	Iteration 51Q: 3 clusters Score -1036589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1036602.500000 Penalty: 3034.000488
	Iteration 52Q: 3 clusters Score -1036602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1036616.312500 Penalty: 3034.000488
	Iteration 53Q: 3 clusters Score -1036616 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1036627.937500 Penalty: 3034.000488
	Iteration 54Q: 3 clusters Score -1036628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1036643.687500 Penalty: 3034.000488
	Iteration 55Q: 3 clusters Score -1036644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1036652.062500 Penalty: 3034.000488
	Iteration 56Q: 3 clusters Score -1036652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1036663.687500 Penalty: 3034.000488
	Iteration 57Q: 3 clusters Score -1036664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1036675.062500 Penalty: 3034.000488
	Iteration 58Q: 3 clusters Score -1036675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1036685.875000 Penalty: 3034.000488
	Iteration 59Q: 3 clusters Score -1036686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1036698.250000 Penalty: 3034.000488
	Iteration 60F: 3 clusters Score -1036698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1036711.500000 Penalty: 3034.000488
	Iteration 61Q: 3 clusters Score -1036712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1036725.437500 Penalty: 3034.000488
	Iteration 62Q: 3 clusters Score -1036725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1036731.187500 Penalty: 3034.000488
	Iteration 63Q: 3 clusters Score -1036731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1036737.562500 Penalty: 3034.000488
	Iteration 64Q: 3 clusters Score -1036738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1036746.125000 Penalty: 3034.000488
	Iteration 65Q: 3 clusters Score -1036746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1036753.875000 Penalty: 3034.000488
	Iteration 66Q: 3 clusters Score -1036754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1036760.125000 Penalty: 3034.000488
	Iteration 67Q: 3 clusters Score -1036760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1036768.937500 Penalty: 3034.000488
	Iteration 68Q: 3 clusters Score -1036769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1036773.812500 Penalty: 3034.000488
	Iteration 69Q: 3 clusters Score -1036774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1036775.812500 Penalty: 3034.000488
	Iteration 70Q: 3 clusters Score -1036776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1036778.750000 Penalty: 3034.000488
	Iteration 71Q: 3 clusters Score -1036779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1036780.187500 Penalty: 3034.000488
	Iteration 72Q: 3 clusters Score -1036780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1036781.000000 Penalty: 3034.000488
	Iteration 73Q: 3 clusters Score -1036781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1036782.937500 Penalty: 3034.000488
	Iteration 74Q: 3 clusters Score -1036783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1036785.187500 Penalty: 3034.000488
	Iteration 75Q: 3 clusters Score -1036785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1036785.187500 Penalty: 3034.000488
	Iteration 76F: 3 clusters Score -1036785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Entering Unmasked Estep 
Score: -613430.500000 Penalty: 1435.153198
	Iteration 0F: 2 clusters Score -613430.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -608206.437500 Penalty: 2870.306396
	Iteration 0F: 3 clusters Score -608206.4 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -609811.562500 Penalty: 2870.306396
	Iteration 1F: 3 clusters Score -609811.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -610088.562500 Penalty: 2870.306396
	Iteration 2F: 3 clusters Score -610088.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -610353.250000 Penalty: 2870.306396
	Iteration 3F: 3 clusters Score -610353.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -610644.875000 Penalty: 2870.306396
	Iteration 4F: 3 clusters Score -610644.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -610923.812500 Penalty: 2870.306396
	Iteration 5F: 3 clusters Score -610923.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -611176.437500 Penalty: 2870.306396
	Iteration 6F: 3 clusters Score -611176.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -611379.812500 Penalty: 2870.306396
	Iteration 7Q: 3 clusters Score -611379.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -611513.125000 Penalty: 2870.306396
	Iteration 8Q: 3 clusters Score -611513.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -611615.250000 Penalty: 2870.306396
	Iteration 9Q: 3 clusters Score -611615.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -611703.937500 Penalty: 2870.306396
	Iteration 10Q: 3 clusters Score -611703.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -611777.312500 Penalty: 2870.306396
	Iteration 11Q: 3 clusters Score -611777.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -611842.875000 Penalty: 2870.306396
	Iteration 12Q: 3 clusters Score -611842.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -611892.312500 Penalty: 2870.306396
	Iteration 13Q: 3 clusters Score -611892.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -611931.000000 Penalty: 2870.306396
	Iteration 14Q: 3 clusters Score -611931 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -611957.500000 Penalty: 2870.306396
	Iteration 15Q: 3 clusters Score -611957.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -611985.687500 Penalty: 2870.306396
	Iteration 16Q: 3 clusters Score -611985.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -612018.812500 Penalty: 2870.306396
	Iteration 17Q: 3 clusters Score -612018.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -612055.750000 Penalty: 2870.306396
	Iteration 18Q: 3 clusters Score -612055.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -612086.750000 Penalty: 2870.306396
	Iteration 19Q: 3 clusters Score -612086.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -612104.437500 Penalty: 2870.306396
	Iteration 20F: 3 clusters Score -612104.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -612117.750000 Penalty: 2870.306396
	Iteration 21Q: 3 clusters Score -612117.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -612125.250000 Penalty: 2870.306396
	Iteration 22Q: 3 clusters Score -612125.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -612129.812500 Penalty: 2870.306396
	Iteration 23Q: 3 clusters Score -612129.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -612136.500000 Penalty: 2870.306396
	Iteration 24Q: 3 clusters Score -612136.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -612135.937500 Penalty: 2870.306396
	Iteration 25Q: 3 clusters Score -612135.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -612137.812500 Penalty: 2870.306396
	Iteration 26Q: 3 clusters Score -612137.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -612140.500000 Penalty: 2870.306396
	Iteration 27Q: 3 clusters Score -612140.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -612140.187500 Penalty: 2870.306396
	Iteration 28Q: 3 clusters Score -612140.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -612140.187500 Penalty: 2870.306396
	Iteration 29F: 3 clusters Score -612140.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Entering Unmasked Estep 
Score: -189875.453125 Penalty: 1269.116333
	Iteration 0F: 2 clusters Score -189875.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -187473.234375 Penalty: 2538.232666
	Iteration 0F: 3 clusters Score -187473.2 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -188089.625000 Penalty: 2538.232666
	Iteration 1F: 3 clusters Score -188089.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -188271.656250 Penalty: 2538.232666
	Iteration 2F: 3 clusters Score -188271.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -188376.312500 Penalty: 2538.232666
	Iteration 3F: 3 clusters Score -188376.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -188453.359375 Penalty: 2538.232666
	Iteration 4Q: 3 clusters Score -188453.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -188512.281250 Penalty: 2538.232666
	Iteration 5Q: 3 clusters Score -188512.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -188558.484375 Penalty: 2538.232666
	Iteration 6Q: 3 clusters Score -188558.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -188603.203125 Penalty: 2538.232666
	Iteration 7Q: 3 clusters Score -188603.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -188647.765625 Penalty: 2538.232666
	Iteration 8Q: 3 clusters Score -188647.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -188674.609375 Penalty: 2538.232666
	Iteration 9Q: 3 clusters Score -188674.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -188702.140625 Penalty: 2538.232666
	Iteration 10Q: 3 clusters Score -188702.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -188716.656250 Penalty: 2538.232666
	Iteration 11Q: 3 clusters Score -188716.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -188726.187500 Penalty: 2538.232666
	Iteration 12Q: 3 clusters Score -188726.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -188735.187500 Penalty: 2538.232666
	Iteration 13Q: 3 clusters Score -188735.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -188743.156250 Penalty: 2538.232666
	Iteration 14Q: 3 clusters Score -188743.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -188747.125000 Penalty: 2538.232666
	Iteration 15Q: 3 clusters Score -188747.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -188751.109375 Penalty: 2538.232666
	Iteration 16Q: 3 clusters Score -188751.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -188754.468750 Penalty: 2538.232666
	Iteration 17Q: 3 clusters Score -188754.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -188758.531250 Penalty: 2538.232666
	Iteration 18Q: 3 clusters Score -188758.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -188762.593750 Penalty: 2538.232666
	Iteration 19Q: 3 clusters Score -188762.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -188768.937500 Penalty: 2538.232666
	Iteration 20F: 3 clusters Score -188768.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -188776.265625 Penalty: 2538.232666
	Iteration 21Q: 3 clusters Score -188776.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -188784.234375 Penalty: 2538.232666
	Iteration 22Q: 3 clusters Score -188784.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -188792.531250 Penalty: 2538.232666
	Iteration 23Q: 3 clusters Score -188792.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -188807.109375 Penalty: 2538.232666
	Iteration 24Q: 3 clusters Score -188807.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -188826.000000 Penalty: 2538.232666
	Iteration 25Q: 3 clusters Score -188826 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -188841.265625 Penalty: 2538.232666
	Iteration 26Q: 3 clusters Score -188841.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -188854.046875 Penalty: 2538.232666
	Iteration 27Q: 3 clusters Score -188854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -188860.781250 Penalty: 2538.232666
	Iteration 28Q: 3 clusters Score -188860.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -188867.015625 Penalty: 2538.232666
	Iteration 29Q: 3 clusters Score -188867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -188880.875000 Penalty: 2538.232666
	Iteration 30Q: 3 clusters Score -188880.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -188891.000000 Penalty: 2538.232666
	Iteration 31Q: 3 clusters Score -188891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -188899.921875 Penalty: 2538.232666
	Iteration 32Q: 3 clusters Score -188899.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -188911.859375 Penalty: 2538.232666
	Iteration 33Q: 3 clusters Score -188911.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -188919.343750 Penalty: 2538.232666
	Iteration 34Q: 3 clusters Score -188919.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -188927.531250 Penalty: 2538.232666
	Iteration 35Q: 3 clusters Score -188927.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -188936.781250 Penalty: 2538.232666
	Iteration 36Q: 3 clusters Score -188936.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -188941.359375 Penalty: 2538.232666
	Iteration 37Q: 3 clusters Score -188941.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -188944.359375 Penalty: 2538.232666
	Iteration 38Q: 3 clusters Score -188944.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -188944.671875 Penalty: 2538.232666
	Iteration 39Q: 3 clusters Score -188944.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -188945.875000 Penalty: 2538.232666
	Iteration 40F: 3 clusters Score -188945.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -188946.546875 Penalty: 2538.232666
	Iteration 41Q: 3 clusters Score -188946.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -188946.546875 Penalty: 2538.232666
	Iteration 42F: 3 clusters Score -188946.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Entering Unmasked Estep 
Score: -107044.468750 Penalty: 1161.094360
	Iteration 0F: 2 clusters Score -107044.5 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 601 members 
Entering Unmasked Estep 
Score: -105409.398438 Penalty: 2322.188721
	Iteration 0F: 3 clusters Score -105409.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -105710.679688 Penalty: 2322.188721
	Iteration 1F: 3 clusters Score -105710.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -105821.210938 Penalty: 2322.188721
	Iteration 2F: 3 clusters Score -105821.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -105885.820312 Penalty: 2322.188721
	Iteration 3F: 3 clusters Score -105885.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -105919.117188 Penalty: 2322.188721
	Iteration 4Q: 3 clusters Score -105919.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -105946.929688 Penalty: 2322.188721
	Iteration 5Q: 3 clusters Score -105946.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -105962.257812 Penalty: 2322.188721
	Iteration 6Q: 3 clusters Score -105962.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -105968.210938 Penalty: 2322.188721
	Iteration 7Q: 3 clusters Score -105968.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -105970.476562 Penalty: 2322.188721
	Iteration 8Q: 3 clusters Score -105970.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -105971.937500 Penalty: 2322.188721
	Iteration 9Q: 3 clusters Score -105971.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -105974.945312 Penalty: 2322.188721
	Iteration 10Q: 3 clusters Score -105974.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -105981.539062 Penalty: 2322.188721
	Iteration 11Q: 3 clusters Score -105981.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -105985.765625 Penalty: 2322.188721
	Iteration 12Q: 3 clusters Score -105985.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -105992.796875 Penalty: 2322.188721
	Iteration 13Q: 3 clusters Score -105992.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -105999.835938 Penalty: 2322.188721
	Iteration 14Q: 3 clusters Score -105999.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -106005.070312 Penalty: 2322.188721
	Iteration 15Q: 3 clusters Score -106005.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -106011.867188 Penalty: 2322.188721
	Iteration 16Q: 3 clusters Score -106011.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -106016.335938 Penalty: 2322.188721
	Iteration 17Q: 3 clusters Score -106016.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -106021.273438 Penalty: 2322.188721
	Iteration 18Q: 3 clusters Score -106021.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -106025.765625 Penalty: 2322.188721
	Iteration 19Q: 3 clusters Score -106025.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -106031.507812 Penalty: 2322.188721
	Iteration 20F: 3 clusters Score -106031.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -106037.460938 Penalty: 2322.188721
	Iteration 21Q: 3 clusters Score -106037.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -106048.828125 Penalty: 2322.188721
	Iteration 22Q: 3 clusters Score -106048.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -106062.312500 Penalty: 2322.188721
	Iteration 23Q: 3 clusters Score -106062.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -106065.812500 Penalty: 2322.188721
	Iteration 24Q: 3 clusters Score -106065.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -106072.179688 Penalty: 2322.188721
	Iteration 25Q: 3 clusters Score -106072.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -106074.976562 Penalty: 2322.188721
	Iteration 26Q: 3 clusters Score -106075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -106081.367188 Penalty: 2322.188721
	Iteration 27Q: 3 clusters Score -106081.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -106091.023438 Penalty: 2322.188721
	Iteration 28Q: 3 clusters Score -106091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -106095.460938 Penalty: 2322.188721
	Iteration 29Q: 3 clusters Score -106095.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -106100.742188 Penalty: 2322.188721
	Iteration 30Q: 3 clusters Score -106100.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -106104.929688 Penalty: 2322.188721
	Iteration 31Q: 3 clusters Score -106104.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -106108.578125 Penalty: 2322.188721
	Iteration 32Q: 3 clusters Score -106108.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -106112.570312 Penalty: 2322.188721
	Iteration 33Q: 3 clusters Score -106112.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -106116.289062 Penalty: 2322.188721
	Iteration 34Q: 3 clusters Score -106116.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -106122.914062 Penalty: 2322.188721
	Iteration 35Q: 3 clusters Score -106122.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -106129.062500 Penalty: 2322.188721
	Iteration 36Q: 3 clusters Score -106129.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -106135.742188 Penalty: 2322.188721
	Iteration 37Q: 3 clusters Score -106135.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -106141.335938 Penalty: 2322.188721
	Iteration 38Q: 3 clusters Score -106141.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -106148.601562 Penalty: 2322.188721
	Iteration 39Q: 3 clusters Score -106148.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -106154.257812 Penalty: 2322.188721
	Iteration 40F: 3 clusters Score -106154.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -106158.843750 Penalty: 2322.188721
	Iteration 41Q: 3 clusters Score -106158.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -106164.054688 Penalty: 2322.188721
	Iteration 42Q: 3 clusters Score -106164.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -106165.210938 Penalty: 2322.188721
	Iteration 43Q: 3 clusters Score -106165.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -106165.609375 Penalty: 2322.188721
	Iteration 44Q: 3 clusters Score -106165.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -106165.609375 Penalty: 2322.188721
	Iteration 45F: 3 clusters Score -106165.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -253210.906250 Penalty: 1294.683105
	Iteration 0F: 2 clusters Score -253210.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -250562.250000 Penalty: 2589.366211
	Iteration 0F: 3 clusters Score -250562.2 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -251206.718750 Penalty: 2589.366211
	Iteration 1F: 3 clusters Score -251206.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -251366.140625 Penalty: 2589.366211
	Iteration 2F: 3 clusters Score -251366.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -251477.875000 Penalty: 2589.366211
	Iteration 3F: 3 clusters Score -251477.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -251555.734375 Penalty: 2589.366211
	Iteration 4Q: 3 clusters Score -251555.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -251605.578125 Penalty: 2589.366211
	Iteration 5Q: 3 clusters Score -251605.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -251643.859375 Penalty: 2589.366211
	Iteration 6Q: 3 clusters Score -251643.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -251685.390625 Penalty: 2589.366211
	Iteration 7Q: 3 clusters Score -251685.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -251716.640625 Penalty: 2589.366211
	Iteration 8Q: 3 clusters Score -251716.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -251750.453125 Penalty: 2589.366211
	Iteration 9Q: 3 clusters Score -251750.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -251786.171875 Penalty: 2589.366211
	Iteration 10Q: 3 clusters Score -251786.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -251825.859375 Penalty: 2589.366211
	Iteration 11Q: 3 clusters Score -251825.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -251856.921875 Penalty: 2589.366211
	Iteration 12Q: 3 clusters Score -251856.9 nChanged 49
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: -251884.890625 Penalty: 2589.366211
	Iteration 13Q: 3 clusters Score -251884.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -251910.421875 Penalty: 2589.366211
	Iteration 14Q: 3 clusters Score -251910.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -251932.734375 Penalty: 2589.366211
	Iteration 15Q: 3 clusters Score -251932.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -251952.531250 Penalty: 2589.366211
	Iteration 16Q: 3 clusters Score -251952.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -251961.843750 Penalty: 2589.366211
	Iteration 17Q: 3 clusters Score -251961.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -251967.234375 Penalty: 2589.366211
	Iteration 18Q: 3 clusters Score -251967.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -251972.390625 Penalty: 2589.366211
	Iteration 19Q: 3 clusters Score -251972.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -251976.484375 Penalty: 2589.366211
	Iteration 20F: 3 clusters Score -251976.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -251981.765625 Penalty: 2589.366211
	Iteration 21Q: 3 clusters Score -251981.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -251987.937500 Penalty: 2589.366211
	Iteration 22Q: 3 clusters Score -251987.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -251994.062500 Penalty: 2589.366211
	Iteration 23Q: 3 clusters Score -251994.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -252000.468750 Penalty: 2589.366211
	Iteration 24Q: 3 clusters Score -252000.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -252006.031250 Penalty: 2589.366211
	Iteration 25Q: 3 clusters Score -252006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -252013.843750 Penalty: 2589.366211
	Iteration 26Q: 3 clusters Score -252013.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -252019.968750 Penalty: 2589.366211
	Iteration 27Q: 3 clusters Score -252020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -252025.812500 Penalty: 2589.366211
	Iteration 28Q: 3 clusters Score -252025.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -252029.453125 Penalty: 2589.366211
	Iteration 29Q: 3 clusters Score -252029.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -252031.875000 Penalty: 2589.366211
	Iteration 30Q: 3 clusters Score -252031.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -252035.109375 Penalty: 2589.366211
	Iteration 31Q: 3 clusters Score -252035.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -252038.625000 Penalty: 2589.366211
	Iteration 32Q: 3 clusters Score -252038.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -252043.093750 Penalty: 2589.366211
	Iteration 33Q: 3 clusters Score -252043.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -252047.484375 Penalty: 2589.366211
	Iteration 34Q: 3 clusters Score -252047.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -252051.234375 Penalty: 2589.366211
	Iteration 35Q: 3 clusters Score -252051.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -252054.546875 Penalty: 2589.366211
	Iteration 36Q: 3 clusters Score -252054.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -252058.187500 Penalty: 2589.366211
	Iteration 37Q: 3 clusters Score -252058.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -252060.234375 Penalty: 2589.366211
	Iteration 38Q: 3 clusters Score -252060.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -252063.500000 Penalty: 2589.366211
	Iteration 39Q: 3 clusters Score -252063.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -252066.203125 Penalty: 2589.366211
	Iteration 40F: 3 clusters Score -252066.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -252069.062500 Penalty: 2589.366211
	Iteration 41Q: 3 clusters Score -252069.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -252072.531250 Penalty: 2589.366211
	Iteration 42Q: 3 clusters Score -252072.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -252075.406250 Penalty: 2589.366211
	Iteration 43Q: 3 clusters Score -252075.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -252077.265625 Penalty: 2589.366211
	Iteration 44Q: 3 clusters Score -252077.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -252079.953125 Penalty: 2589.366211
	Iteration 45Q: 3 clusters Score -252080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -252082.328125 Penalty: 2589.366211
	Iteration 46Q: 3 clusters Score -252082.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -252083.781250 Penalty: 2589.366211
	Iteration 47Q: 3 clusters Score -252083.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -252086.578125 Penalty: 2589.366211
	Iteration 48Q: 3 clusters Score -252086.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -252089.828125 Penalty: 2589.366211
	Iteration 49Q: 3 clusters Score -252089.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -252092.843750 Penalty: 2589.366211
	Iteration 50Q: 3 clusters Score -252092.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -252100.546875 Penalty: 2589.366211
	Iteration 51Q: 3 clusters Score -252100.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -252104.765625 Penalty: 2589.366211
	Iteration 52Q: 3 clusters Score -252104.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -252111.156250 Penalty: 2589.366211
	Iteration 53Q: 3 clusters Score -252111.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -252115.578125 Penalty: 2589.366211
	Iteration 54Q: 3 clusters Score -252115.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -252119.859375 Penalty: 2589.366211
	Iteration 55Q: 3 clusters Score -252119.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -252124.531250 Penalty: 2589.366211
	Iteration 56Q: 3 clusters Score -252124.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -252128.328125 Penalty: 2589.366211
	Iteration 57Q: 3 clusters Score -252128.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -252132.843750 Penalty: 2589.366211
	Iteration 58Q: 3 clusters Score -252132.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -252134.765625 Penalty: 2589.366211
	Iteration 59Q: 3 clusters Score -252134.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -252139.375000 Penalty: 2589.366211
	Iteration 60F: 3 clusters Score -252139.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -252142.203125 Penalty: 2589.366211
	Iteration 61Q: 3 clusters Score -252142.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -252144.218750 Penalty: 2589.366211
	Iteration 62Q: 3 clusters Score -252144.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -252145.375000 Penalty: 2589.366211
	Iteration 63Q: 3 clusters Score -252145.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -252147.000000 Penalty: 2589.366211
	Iteration 64Q: 3 clusters Score -252147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -252149.734375 Penalty: 2589.366211
	Iteration 65Q: 3 clusters Score -252149.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -252150.171875 Penalty: 2589.366211
	Iteration 66Q: 3 clusters Score -252150.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -252151.546875 Penalty: 2589.366211
	Iteration 67Q: 3 clusters Score -252151.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -252152.953125 Penalty: 2589.366211
	Iteration 68Q: 3 clusters Score -252153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -252153.625000 Penalty: 2589.366211
	Iteration 69Q: 3 clusters Score -252153.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -252153.625000 Penalty: 2589.366211
	Iteration 70F: 3 clusters Score -252153.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Entering Unmasked Estep 
Score: -347127.218750 Penalty: 1340.810669
	Iteration 0F: 2 clusters Score -347127.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -343865.375000 Penalty: 2681.621338
	Iteration 0F: 3 clusters Score -343865.4 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -344743.656250 Penalty: 2681.621338
	Iteration 1F: 3 clusters Score -344743.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -344924.562500 Penalty: 2681.621338
	Iteration 2F: 3 clusters Score -344924.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -345050.687500 Penalty: 2681.621338
	Iteration 3F: 3 clusters Score -345050.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -345138.593750 Penalty: 2681.621338
	Iteration 4Q: 3 clusters Score -345138.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -345222.625000 Penalty: 2681.621338
	Iteration 5Q: 3 clusters Score -345222.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -345305.625000 Penalty: 2681.621338
	Iteration 6Q: 3 clusters Score -345305.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -345380.312500 Penalty: 2681.621338
	Iteration 7Q: 3 clusters Score -345380.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -345446.781250 Penalty: 2681.621338
	Iteration 8Q: 3 clusters Score -345446.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -345487.687500 Penalty: 2681.621338
	Iteration 9Q: 3 clusters Score -345487.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -345515.906250 Penalty: 2681.621338
	Iteration 10Q: 3 clusters Score -345515.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -345533.500000 Penalty: 2681.621338
	Iteration 11Q: 3 clusters Score -345533.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -345551.812500 Penalty: 2681.621338
	Iteration 12Q: 3 clusters Score -345551.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -345567.937500 Penalty: 2681.621338
	Iteration 13Q: 3 clusters Score -345567.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -345579.125000 Penalty: 2681.621338
	Iteration 14Q: 3 clusters Score -345579.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -345588.156250 Penalty: 2681.621338
	Iteration 15Q: 3 clusters Score -345588.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -345600.812500 Penalty: 2681.621338
	Iteration 16Q: 3 clusters Score -345600.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -345610.937500 Penalty: 2681.621338
	Iteration 17Q: 3 clusters Score -345610.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -345620.906250 Penalty: 2681.621338
	Iteration 18Q: 3 clusters Score -345620.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -345627.500000 Penalty: 2681.621338
	Iteration 19Q: 3 clusters Score -345627.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -345634.687500 Penalty: 2681.621338
	Iteration 20F: 3 clusters Score -345634.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -345645.156250 Penalty: 2681.621338
	Iteration 21Q: 3 clusters Score -345645.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -345654.406250 Penalty: 2681.621338
	Iteration 22Q: 3 clusters Score -345654.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -345667.875000 Penalty: 2681.621338
	Iteration 23Q: 3 clusters Score -345667.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -345678.906250 Penalty: 2681.621338
	Iteration 24Q: 3 clusters Score -345678.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -345683.750000 Penalty: 2681.621338
	Iteration 25Q: 3 clusters Score -345683.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -345690.562500 Penalty: 2681.621338
	Iteration 26Q: 3 clusters Score -345690.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -345699.531250 Penalty: 2681.621338
	Iteration 27Q: 3 clusters Score -345699.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -345706.437500 Penalty: 2681.621338
	Iteration 28Q: 3 clusters Score -345706.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -345712.468750 Penalty: 2681.621338
	Iteration 29Q: 3 clusters Score -345712.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -345716.937500 Penalty: 2681.621338
	Iteration 30Q: 3 clusters Score -345716.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -345722.000000 Penalty: 2681.621338
	Iteration 31Q: 3 clusters Score -345722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -345726.406250 Penalty: 2681.621338
	Iteration 32Q: 3 clusters Score -345726.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -345731.875000 Penalty: 2681.621338
	Iteration 33Q: 3 clusters Score -345731.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -345736.468750 Penalty: 2681.621338
	Iteration 34Q: 3 clusters Score -345736.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -345742.656250 Penalty: 2681.621338
	Iteration 35Q: 3 clusters Score -345742.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -345749.531250 Penalty: 2681.621338
	Iteration 36Q: 3 clusters Score -345749.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -345755.062500 Penalty: 2681.621338
	Iteration 37Q: 3 clusters Score -345755.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -345758.500000 Penalty: 2681.621338
	Iteration 38Q: 3 clusters Score -345758.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -345761.937500 Penalty: 2681.621338
	Iteration 39Q: 3 clusters Score -345761.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -345768.593750 Penalty: 2681.621338
	Iteration 40F: 3 clusters Score -345768.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -345777.906250 Penalty: 2681.621338
	Iteration 41Q: 3 clusters Score -345777.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -345784.531250 Penalty: 2681.621338
	Iteration 42Q: 3 clusters Score -345784.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -345789.218750 Penalty: 2681.621338
	Iteration 43Q: 3 clusters Score -345789.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -345792.312500 Penalty: 2681.621338
	Iteration 44Q: 3 clusters Score -345792.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -345793.437500 Penalty: 2681.621338
	Iteration 45Q: 3 clusters Score -345793.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -345796.718750 Penalty: 2681.621338
	Iteration 46Q: 3 clusters Score -345796.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -345801.093750 Penalty: 2681.621338
	Iteration 47Q: 3 clusters Score -345801.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -345805.375000 Penalty: 2681.621338
	Iteration 48Q: 3 clusters Score -345805.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -345807.625000 Penalty: 2681.621338
	Iteration 49Q: 3 clusters Score -345807.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -345810.343750 Penalty: 2681.621338
	Iteration 50Q: 3 clusters Score -345810.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -345813.250000 Penalty: 2681.621338
	Iteration 51Q: 3 clusters Score -345813.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -345814.718750 Penalty: 2681.621338
	Iteration 52Q: 3 clusters Score -345814.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -345816.312500 Penalty: 2681.621338
	Iteration 53Q: 3 clusters Score -345816.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -345819.312500 Penalty: 2681.621338
	Iteration 54Q: 3 clusters Score -345819.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -345820.125000 Penalty: 2681.621338
	Iteration 55Q: 3 clusters Score -345820.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -345825.000000 Penalty: 2681.621338
	Iteration 56Q: 3 clusters Score -345825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -345829.093750 Penalty: 2681.621338
	Iteration 57Q: 3 clusters Score -345829.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -345833.656250 Penalty: 2681.621338
	Iteration 58Q: 3 clusters Score -345833.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -345839.343750 Penalty: 2681.621338
	Iteration 59Q: 3 clusters Score -345839.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -345845.562500 Penalty: 2681.621338
	Iteration 60F: 3 clusters Score -345845.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -345850.781250 Penalty: 2681.621338
	Iteration 61Q: 3 clusters Score -345850.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -345856.843750 Penalty: 2681.621338
	Iteration 62Q: 3 clusters Score -345856.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -345861.500000 Penalty: 2681.621338
	Iteration 63Q: 3 clusters Score -345861.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -345865.312500 Penalty: 2681.621338
	Iteration 64Q: 3 clusters Score -345865.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -345871.093750 Penalty: 2681.621338
	Iteration 65Q: 3 clusters Score -345871.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -345874.593750 Penalty: 2681.621338
	Iteration 66Q: 3 clusters Score -345874.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -345876.625000 Penalty: 2681.621338
	Iteration 67Q: 3 clusters Score -345876.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -345877.156250 Penalty: 2681.621338
	Iteration 68Q: 3 clusters Score -345877.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -345879.156250 Penalty: 2681.621338
	Iteration 69Q: 3 clusters Score -345879.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -345880.093750 Penalty: 2681.621338
	Iteration 70Q: 3 clusters Score -345880.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -345881.937500 Penalty: 2681.621338
	Iteration 71Q: 3 clusters Score -345881.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -345882.031250 Penalty: 2681.621338
	Iteration 72Q: 3 clusters Score -345882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -345882.781250 Penalty: 2681.621338
	Iteration 73Q: 3 clusters Score -345882.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -345883.343750 Penalty: 2681.621338
	Iteration 74Q: 3 clusters Score -345883.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -345883.281250 Penalty: 2681.621338
	Iteration 75Q: 3 clusters Score -345883.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -345883.343750 Penalty: 2681.621338
	Iteration 76Q: 3 clusters Score -345883.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -345883.312500 Penalty: 2681.621338
	Iteration 77Q: 3 clusters Score -345883.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -345884.687500 Penalty: 2681.621338
	Iteration 78Q: 3 clusters Score -345884.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -345885.843750 Penalty: 2681.621338
	Iteration 79Q: 3 clusters Score -345885.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -345887.968750 Penalty: 2681.621338
	Iteration 80F: 3 clusters Score -345888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -345889.062500 Penalty: 2681.621338
	Iteration 81Q: 3 clusters Score -345889.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -345891.125000 Penalty: 2681.621338
	Iteration 82Q: 3 clusters Score -345891.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -345891.437500 Penalty: 2681.621338
	Iteration 83Q: 3 clusters Score -345891.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -345893.500000 Penalty: 2681.621338
	Iteration 84Q: 3 clusters Score -345893.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -345896.000000 Penalty: 2681.621338
	Iteration 85Q: 3 clusters Score -345896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -345899.250000 Penalty: 2681.621338
	Iteration 86Q: 3 clusters Score -345899.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -345901.156250 Penalty: 2681.621338
	Iteration 87Q: 3 clusters Score -345901.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -345903.500000 Penalty: 2681.621338
	Iteration 88Q: 3 clusters Score -345903.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -345905.687500 Penalty: 2681.621338
	Iteration 89Q: 3 clusters Score -345905.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -345906.906250 Penalty: 2681.621338
	Iteration 90Q: 3 clusters Score -345906.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -345909.250000 Penalty: 2681.621338
	Iteration 91Q: 3 clusters Score -345909.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -345910.843750 Penalty: 2681.621338
	Iteration 92Q: 3 clusters Score -345910.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -345913.031250 Penalty: 2681.621338
	Iteration 93Q: 3 clusters Score -345913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -345914.531250 Penalty: 2681.621338
	Iteration 94Q: 3 clusters Score -345914.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -345915.406250 Penalty: 2681.621338
	Iteration 95Q: 3 clusters Score -345915.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -345916.843750 Penalty: 2681.621338
	Iteration 96Q: 3 clusters Score -345916.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -345919.656250 Penalty: 2681.621338
	Iteration 97Q: 3 clusters Score -345919.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -345923.718750 Penalty: 2681.621338
	Iteration 98Q: 3 clusters Score -345923.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -345926.625000 Penalty: 2681.621338
	Iteration 99Q: 3 clusters Score -345926.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -345930.031250 Penalty: 2681.621338
	Iteration 100F: 3 clusters Score -345930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -345933.000000 Penalty: 2681.621338
	Iteration 101Q: 3 clusters Score -345933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -345935.968750 Penalty: 2681.621338
	Iteration 102Q: 3 clusters Score -345936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -345940.687500 Penalty: 2681.621338
	Iteration 103Q: 3 clusters Score -345940.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -345943.593750 Penalty: 2681.621338
	Iteration 104Q: 3 clusters Score -345943.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -345948.843750 Penalty: 2681.621338
	Iteration 105Q: 3 clusters Score -345948.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -345954.437500 Penalty: 2681.621338
	Iteration 106Q: 3 clusters Score -345954.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -345956.781250 Penalty: 2681.621338
	Iteration 107Q: 3 clusters Score -345956.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -345960.156250 Penalty: 2681.621338
	Iteration 108Q: 3 clusters Score -345960.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -345965.187500 Penalty: 2681.621338
	Iteration 109Q: 3 clusters Score -345965.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -345969.125000 Penalty: 2681.621338
	Iteration 110Q: 3 clusters Score -345969.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -345971.406250 Penalty: 2681.621338
	Iteration 111Q: 3 clusters Score -345971.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -345974.718750 Penalty: 2681.621338
	Iteration 112Q: 3 clusters Score -345974.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -345977.437500 Penalty: 2681.621338
	Iteration 113Q: 3 clusters Score -345977.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -345980.187500 Penalty: 2681.621338
	Iteration 114Q: 3 clusters Score -345980.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -345981.437500 Penalty: 2681.621338
	Iteration 115Q: 3 clusters Score -345981.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -345982.937500 Penalty: 2681.621338
	Iteration 116Q: 3 clusters Score -345982.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -345983.781250 Penalty: 2681.621338
	Iteration 117Q: 3 clusters Score -345983.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -345984.875000 Penalty: 2681.621338
	Iteration 118Q: 3 clusters Score -345984.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -345986.562500 Penalty: 2681.621338
	Iteration 119Q: 3 clusters Score -345986.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -345987.125000 Penalty: 2681.621338
	Iteration 120F: 3 clusters Score -345987.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -345988.093750 Penalty: 2681.621338
	Iteration 121Q: 3 clusters Score -345988.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -345988.906250 Penalty: 2681.621338
	Iteration 122Q: 3 clusters Score -345988.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -345989.656250 Penalty: 2681.621338
	Iteration 123Q: 3 clusters Score -345989.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -345990.937500 Penalty: 2681.621338
	Iteration 124Q: 3 clusters Score -345990.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -345992.125000 Penalty: 2681.621338
	Iteration 125Q: 3 clusters Score -345992.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -345993.781250 Penalty: 2681.621338
	Iteration 126Q: 3 clusters Score -345993.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -345993.843750 Penalty: 2681.621338
	Iteration 127Q: 3 clusters Score -345993.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -345994.281250 Penalty: 2681.621338
	Iteration 128Q: 3 clusters Score -345994.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -345994.281250 Penalty: 2681.621338
	Iteration 129F: 3 clusters Score -345994.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Entering Unmasked Estep 
Score: -193750.671875 Penalty: 1249.894165
	Iteration 0F: 2 clusters Score -193750.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -191546.203125 Penalty: 2499.788330
	Iteration 0F: 3 clusters Score -191546.2 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -192097.312500 Penalty: 2499.788330
	Iteration 1F: 3 clusters Score -192097.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -192295.703125 Penalty: 2499.788330
	Iteration 2F: 3 clusters Score -192295.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -192482.906250 Penalty: 2499.788330
	Iteration 3F: 3 clusters Score -192482.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -192644.734375 Penalty: 2499.788330
	Iteration 4F: 3 clusters Score -192644.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -192785.359375 Penalty: 2499.788330
	Iteration 5F: 3 clusters Score -192785.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -192927.703125 Penalty: 2499.788330
	Iteration 6Q: 3 clusters Score -192927.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -193064.203125 Penalty: 2499.788330
	Iteration 7Q: 3 clusters Score -193064.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -193117.781250 Penalty: 2499.788330
	Iteration 8Q: 3 clusters Score -193117.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -193141.171875 Penalty: 2499.788330
	Iteration 9Q: 3 clusters Score -193141.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -193160.093750 Penalty: 2499.788330
	Iteration 10Q: 3 clusters Score -193160.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -193170.843750 Penalty: 2499.788330
	Iteration 11Q: 3 clusters Score -193170.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -193177.078125 Penalty: 2499.788330
	Iteration 12Q: 3 clusters Score -193177.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -193184.609375 Penalty: 2499.788330
	Iteration 13Q: 3 clusters Score -193184.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -193194.640625 Penalty: 2499.788330
	Iteration 14Q: 3 clusters Score -193194.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -193200.218750 Penalty: 2499.788330
	Iteration 15Q: 3 clusters Score -193200.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -193204.000000 Penalty: 2499.788330
	Iteration 16Q: 3 clusters Score -193204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -193207.859375 Penalty: 2499.788330
	Iteration 17Q: 3 clusters Score -193207.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -193209.203125 Penalty: 2499.788330
	Iteration 18Q: 3 clusters Score -193209.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -193209.859375 Penalty: 2499.788330
	Iteration 19Q: 3 clusters Score -193209.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -193209.968750 Penalty: 2499.788330
	Iteration 20F: 3 clusters Score -193210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -193210.718750 Penalty: 2499.788330
	Iteration 21Q: 3 clusters Score -193210.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -193210.718750 Penalty: 2499.788330
	Iteration 22F: 3 clusters Score -193210.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (41221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Entering Unmasked Estep 
Score: -3822949.750000 Penalty: 1726.839233
	Iteration 0F: 2 clusters Score -3822950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -3795290.000000 Penalty: 3453.678467
	Iteration 0F: 3 clusters Score -3795290 nChanged 19312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -3806152.250000 Penalty: 3453.678467
	Iteration 1F: 3 clusters Score -3806152 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -3806545.250000 Penalty: 3453.678467
	Iteration 2Q: 3 clusters Score -3806545 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -3806956.000000 Penalty: 3453.678467
	Iteration 3Q: 3 clusters Score -3806956 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -3807426.750000 Penalty: 3453.678467
	Iteration 4Q: 3 clusters Score -3807427 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -3808117.750000 Penalty: 3453.678467
	Iteration 5Q: 3 clusters Score -3808118 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -3809118.000000 Penalty: 3453.678467
	Iteration 6F: 3 clusters Score -3809118 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -3810543.500000 Penalty: 3453.678467
	Iteration 7F: 3 clusters Score -3810544 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -3812424.750000 Penalty: 3453.678467
	Iteration 8F: 3 clusters Score -3812425 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32064 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -3814616.000000 Penalty: 3453.678467
	Iteration 9F: 3 clusters Score -3814616 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -3816693.750000 Penalty: 3453.678467
	Iteration 10F: 3 clusters Score -3816694 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -3818309.750000 Penalty: 3453.678467
	Iteration 11Q: 3 clusters Score -3818310 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -3819398.750000 Penalty: 3453.678467
	Iteration 12Q: 3 clusters Score -3819399 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3820162.000000 Penalty: 3453.678467
	Iteration 13Q: 3 clusters Score -3820162 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3820669.500000 Penalty: 3453.678467
	Iteration 14Q: 3 clusters Score -3820670 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3820982.500000 Penalty: 3453.678467
	Iteration 15Q: 3 clusters Score -3820982 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3821141.250000 Penalty: 3453.678467
	Iteration 16Q: 3 clusters Score -3821141 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3821240.000000 Penalty: 3453.678467
	Iteration 17Q: 3 clusters Score -3821240 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3821305.750000 Penalty: 3453.678467
	Iteration 18Q: 3 clusters Score -3821306 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3821371.750000 Penalty: 3453.678467
	Iteration 19Q: 3 clusters Score -3821372 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3821397.750000 Penalty: 3453.678467
	Iteration 20F: 3 clusters Score -3821398 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3821424.750000 Penalty: 3453.678467
	Iteration 21Q: 3 clusters Score -3821425 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3821445.750000 Penalty: 3453.678467
	Iteration 22Q: 3 clusters Score -3821446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3821467.250000 Penalty: 3453.678467
	Iteration 23Q: 3 clusters Score -3821467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3821481.000000 Penalty: 3453.678467
	Iteration 24Q: 3 clusters Score -3821481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3821489.500000 Penalty: 3453.678467
	Iteration 25Q: 3 clusters Score -3821490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3821487.750000 Penalty: 3453.678467
	Iteration 26Q: 3 clusters Score -3821488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3821492.750000 Penalty: 3453.678467
	Iteration 27Q: 3 clusters Score -3821493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3821495.250000 Penalty: 3453.678467
	Iteration 28Q: 3 clusters Score -3821495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3821500.250000 Penalty: 3453.678467
	Iteration 29Q: 3 clusters Score -3821500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3821499.750000 Penalty: 3453.678467
	Iteration 30Q: 3 clusters Score -3821500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3821504.000000 Penalty: 3453.678467
	Iteration 31Q: 3 clusters Score -3821504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3821502.000000 Penalty: 3453.678467
	Iteration 32Q: 3 clusters Score -3821502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3821502.000000 Penalty: 3453.678467
	Iteration 33F: 3 clusters Score -3821502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Entering Unmasked Estep 
Score: -231143.484375 Penalty: 1278.280029
	Iteration 0F: 2 clusters Score -231143.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -228689.843750 Penalty: 2556.560059
	Iteration 0F: 3 clusters Score -228689.8 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -229266.000000 Penalty: 2556.560059
	Iteration 1F: 3 clusters Score -229266 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -229395.671875 Penalty: 2556.560059
	Iteration 2F: 3 clusters Score -229395.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -229463.203125 Penalty: 2556.560059
	Iteration 3Q: 3 clusters Score -229463.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -229515.671875 Penalty: 2556.560059
	Iteration 4Q: 3 clusters Score -229515.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -229555.890625 Penalty: 2556.560059
	Iteration 5Q: 3 clusters Score -229555.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -229587.968750 Penalty: 2556.560059
	Iteration 6Q: 3 clusters Score -229588 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -229609.171875 Penalty: 2556.560059
	Iteration 7Q: 3 clusters Score -229609.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -229622.187500 Penalty: 2556.560059
	Iteration 8Q: 3 clusters Score -229622.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -229638.484375 Penalty: 2556.560059
	Iteration 9Q: 3 clusters Score -229638.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -229655.421875 Penalty: 2556.560059
	Iteration 10Q: 3 clusters Score -229655.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -229673.437500 Penalty: 2556.560059
	Iteration 11Q: 3 clusters Score -229673.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -229697.515625 Penalty: 2556.560059
	Iteration 12Q: 3 clusters Score -229697.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -229714.890625 Penalty: 2556.560059
	Iteration 13Q: 3 clusters Score -229714.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -229734.796875 Penalty: 2556.560059
	Iteration 14Q: 3 clusters Score -229734.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -229757.953125 Penalty: 2556.560059
	Iteration 15Q: 3 clusters Score -229758 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -229777.984375 Penalty: 2556.560059
	Iteration 16Q: 3 clusters Score -229778 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -229801.046875 Penalty: 2556.560059
	Iteration 17Q: 3 clusters Score -229801 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -229820.812500 Penalty: 2556.560059
	Iteration 18Q: 3 clusters Score -229820.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -229841.390625 Penalty: 2556.560059
	Iteration 19Q: 3 clusters Score -229841.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -229859.562500 Penalty: 2556.560059
	Iteration 20F: 3 clusters Score -229859.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -229876.062500 Penalty: 2556.560059
	Iteration 21Q: 3 clusters Score -229876.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -229900.890625 Penalty: 2556.560059
	Iteration 22Q: 3 clusters Score -229900.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -229921.406250 Penalty: 2556.560059
	Iteration 23Q: 3 clusters Score -229921.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -229941.046875 Penalty: 2556.560059
	Iteration 24Q: 3 clusters Score -229941 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -229962.875000 Penalty: 2556.560059
	Iteration 25Q: 3 clusters Score -229962.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -229979.921875 Penalty: 2556.560059
	Iteration 26Q: 3 clusters Score -229979.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -229997.500000 Penalty: 2556.560059
	Iteration 27Q: 3 clusters Score -229997.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -230018.718750 Penalty: 2556.560059
	Iteration 28Q: 3 clusters Score -230018.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -230049.968750 Penalty: 2556.560059
	Iteration 29Q: 3 clusters Score -230050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -230067.046875 Penalty: 2556.560059
	Iteration 30Q: 3 clusters Score -230067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -230076.812500 Penalty: 2556.560059
	Iteration 31Q: 3 clusters Score -230076.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -230089.062500 Penalty: 2556.560059
	Iteration 32Q: 3 clusters Score -230089.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -230102.562500 Penalty: 2556.560059
	Iteration 33Q: 3 clusters Score -230102.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -230113.500000 Penalty: 2556.560059
	Iteration 34Q: 3 clusters Score -230113.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -230122.578125 Penalty: 2556.560059
	Iteration 35Q: 3 clusters Score -230122.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -230134.312500 Penalty: 2556.560059
	Iteration 36Q: 3 clusters Score -230134.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -230145.765625 Penalty: 2556.560059
	Iteration 37Q: 3 clusters Score -230145.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -230152.296875 Penalty: 2556.560059
	Iteration 38Q: 3 clusters Score -230152.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -230172.046875 Penalty: 2556.560059
	Iteration 39Q: 3 clusters Score -230172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -230204.765625 Penalty: 2556.560059
	Iteration 40F: 3 clusters Score -230204.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -230239.734375 Penalty: 2556.560059
	Iteration 41Q: 3 clusters Score -230239.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -230286.500000 Penalty: 2556.560059
	Iteration 42Q: 3 clusters Score -230286.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -230342.015625 Penalty: 2556.560059
	Iteration 43Q: 3 clusters Score -230342 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -230429.843750 Penalty: 2556.560059
	Iteration 44Q: 3 clusters Score -230429.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -230508.984375 Penalty: 2556.560059
	Iteration 45Q: 3 clusters Score -230509 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -230545.140625 Penalty: 2556.560059
	Iteration 46Q: 3 clusters Score -230545.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -230574.718750 Penalty: 2556.560059
	Iteration 47Q: 3 clusters Score -230574.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -230608.093750 Penalty: 2556.560059
	Iteration 48Q: 3 clusters Score -230608.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -230643.468750 Penalty: 2556.560059
	Iteration 49Q: 3 clusters Score -230643.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -230660.140625 Penalty: 2556.560059
	Iteration 50Q: 3 clusters Score -230660.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -230668.359375 Penalty: 2556.560059
	Iteration 51Q: 3 clusters Score -230668.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -230677.531250 Penalty: 2556.560059
	Iteration 52Q: 3 clusters Score -230677.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -230684.000000 Penalty: 2556.560059
	Iteration 53Q: 3 clusters Score -230684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -230691.156250 Penalty: 2556.560059
	Iteration 54Q: 3 clusters Score -230691.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -230695.671875 Penalty: 2556.560059
	Iteration 55Q: 3 clusters Score -230695.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -230700.671875 Penalty: 2556.560059
	Iteration 56Q: 3 clusters Score -230700.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -230704.343750 Penalty: 2556.560059
	Iteration 57Q: 3 clusters Score -230704.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -230706.359375 Penalty: 2556.560059
	Iteration 58Q: 3 clusters Score -230706.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -230707.187500 Penalty: 2556.560059
	Iteration 59Q: 3 clusters Score -230707.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -230725.078125 Penalty: 2556.560059
	Iteration 60F: 3 clusters Score -230725.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -230734.453125 Penalty: 2556.560059
	Iteration 61Q: 3 clusters Score -230734.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -230737.406250 Penalty: 2556.560059
	Iteration 62Q: 3 clusters Score -230737.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -230740.718750 Penalty: 2556.560059
	Iteration 63Q: 3 clusters Score -230740.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -230745.015625 Penalty: 2556.560059
	Iteration 64Q: 3 clusters Score -230745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -230745.781250 Penalty: 2556.560059
	Iteration 65Q: 3 clusters Score -230745.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -230747.187500 Penalty: 2556.560059
	Iteration 66Q: 3 clusters Score -230747.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -230750.625000 Penalty: 2556.560059
	Iteration 67Q: 3 clusters Score -230750.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -230752.187500 Penalty: 2556.560059
	Iteration 68Q: 3 clusters Score -230752.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -230753.093750 Penalty: 2556.560059
	Iteration 69Q: 3 clusters Score -230753.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -230753.656250 Penalty: 2556.560059
	Iteration 70Q: 3 clusters Score -230753.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -230753.656250 Penalty: 2556.560059
	Iteration 71F: 3 clusters Score -230753.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -47474.054688 Penalty: 1043.249146
	Iteration 0F: 2 clusters Score -47474.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -46354.257812 Penalty: 2086.498291
	Iteration 0F: 3 clusters Score -46354.26 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -46598.574219 Penalty: 2086.498291
	Iteration 1F: 3 clusters Score -46598.57 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -46712.035156 Penalty: 2086.498291
	Iteration 2F: 3 clusters Score -46712.04 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -46811.074219 Penalty: 2086.498291
	Iteration 3F: 3 clusters Score -46811.07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -46884.316406 Penalty: 2086.498291
	Iteration 4Q: 3 clusters Score -46884.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -46937.589844 Penalty: 2086.498291
	Iteration 5Q: 3 clusters Score -46937.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -46976.843750 Penalty: 2086.498291
	Iteration 6Q: 3 clusters Score -46976.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -47011.082031 Penalty: 2086.498291
	Iteration 7Q: 3 clusters Score -47011.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -47041.171875 Penalty: 2086.498291
	Iteration 8Q: 3 clusters Score -47041.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -47051.253906 Penalty: 2086.498291
	Iteration 9Q: 3 clusters Score -47051.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -47061.792969 Penalty: 2086.498291
	Iteration 10Q: 3 clusters Score -47061.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -47066.949219 Penalty: 2086.498291
	Iteration 11Q: 3 clusters Score -47066.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -47077.691406 Penalty: 2086.498291
	Iteration 12Q: 3 clusters Score -47077.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -47087.109375 Penalty: 2086.498291
	Iteration 13Q: 3 clusters Score -47087.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -47096.363281 Penalty: 2086.498291
	Iteration 14Q: 3 clusters Score -47096.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -47096.363281 Penalty: 2086.498291
	Iteration 15F: 3 clusters Score -47096.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (82016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82016 members 
Entering Unmasked Estep 
Score: -7573480.000000 Penalty: 1838.633789
	Iteration 0F: 2 clusters Score -7573480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -7518306.000000 Penalty: 3677.267578
	Iteration 0F: 3 clusters Score -7518306 nChanged 39118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 40930 members 
Entering Unmasked Estep 
Score: -7540765.000000 Penalty: 3677.267578
	Iteration 1F: 3 clusters Score -7540765 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41214 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -7541213.500000 Penalty: 3677.267578
	Iteration 2Q: 3 clusters Score -7541214 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -7541658.000000 Penalty: 3677.267578
	Iteration 3Q: 3 clusters Score -7541658 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -7542229.500000 Penalty: 3677.267578
	Iteration 4Q: 3 clusters Score -7542230 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -7542898.000000 Penalty: 3677.267578
	Iteration 5Q: 3 clusters Score -7542898 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -7543801.000000 Penalty: 3677.267578
	Iteration 6Q: 3 clusters Score -7543801 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43708 members 
Mstep: Class 2 contains 38308 members 
Entering Unmasked Estep 
Score: -7545182.000000 Penalty: 3677.267578
	Iteration 7Q: 3 clusters Score -7545182 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 36855 members 
Entering Unmasked Estep 
Score: -7547239.000000 Penalty: 3677.267578
	Iteration 8Q: 3 clusters Score -7547239 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47041 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -7550205.000000 Penalty: 3677.267578
	Iteration 9F: 3 clusters Score -7550205 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49159 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -7553779.500000 Penalty: 3677.267578
	Iteration 10F: 3 clusters Score -7553780 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51070 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -7556818.500000 Penalty: 3677.267578
	Iteration 11F: 3 clusters Score -7556818 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52563 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -7558468.500000 Penalty: 3677.267578
	Iteration 12Q: 3 clusters Score -7558468 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53881 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -7559258.500000 Penalty: 3677.267578
	Iteration 13Q: 3 clusters Score -7559258 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55236 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -7559742.000000 Penalty: 3677.267578
	Iteration 14Q: 3 clusters Score -7559742 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56680 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -7560218.500000 Penalty: 3677.267578
	Iteration 15Q: 3 clusters Score -7560218 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58239 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -7560714.000000 Penalty: 3677.267578
	Iteration 16Q: 3 clusters Score -7560714 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59824 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -7561276.000000 Penalty: 3677.267578
	Iteration 17Q: 3 clusters Score -7561276 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61458 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -7561925.000000 Penalty: 3677.267578
	Iteration 18Q: 3 clusters Score -7561925 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63186 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -7562681.500000 Penalty: 3677.267578
	Iteration 19Q: 3 clusters Score -7562682 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65035 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -7563538.500000 Penalty: 3677.267578
	Iteration 20F: 3 clusters Score -7563538 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66971 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -7564559.000000 Penalty: 3677.267578
	Iteration 21Q: 3 clusters Score -7564559 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68938 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -7565715.000000 Penalty: 3677.267578
	Iteration 22Q: 3 clusters Score -7565715 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70844 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -7566954.000000 Penalty: 3677.267578
	Iteration 23Q: 3 clusters Score -7566954 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72663 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -7568191.000000 Penalty: 3677.267578
	Iteration 24Q: 3 clusters Score -7568191 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74233 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -7569352.500000 Penalty: 3677.267578
	Iteration 25Q: 3 clusters Score -7569352 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75533 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -7570354.500000 Penalty: 3677.267578
	Iteration 26Q: 3 clusters Score -7570354 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76588 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -7571238.000000 Penalty: 3677.267578
	Iteration 27Q: 3 clusters Score -7571238 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77362 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -7571807.500000 Penalty: 3677.267578
	Iteration 28Q: 3 clusters Score -7571808 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77896 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -7572121.500000 Penalty: 3677.267578
	Iteration 29Q: 3 clusters Score -7572122 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78271 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -7572327.500000 Penalty: 3677.267578
	Iteration 30Q: 3 clusters Score -7572328 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78552 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -7572432.500000 Penalty: 3677.267578
	Iteration 31Q: 3 clusters Score -7572432 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78785 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -7572547.000000 Penalty: 3677.267578
	Iteration 32Q: 3 clusters Score -7572547 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79009 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -7572637.000000 Penalty: 3677.267578
	Iteration 33Q: 3 clusters Score -7572637 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79193 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -7572718.000000 Penalty: 3677.267578
	Iteration 34Q: 3 clusters Score -7572718 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79343 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -7572770.000000 Penalty: 3677.267578
	Iteration 35Q: 3 clusters Score -7572770 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79450 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -7572798.500000 Penalty: 3677.267578
	Iteration 36Q: 3 clusters Score -7572798 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79522 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -7572806.000000 Penalty: 3677.267578
	Iteration 37Q: 3 clusters Score -7572806 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79572 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -7572802.000000 Penalty: 3677.267578
	Iteration 38Q: 3 clusters Score -7572802 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79608 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -7572810.500000 Penalty: 3677.267578
	Iteration 39Q: 3 clusters Score -7572810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79632 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -7572802.000000 Penalty: 3677.267578
	Iteration 40F: 3 clusters Score -7572802 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79657 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -7572806.500000 Penalty: 3677.267578
	Iteration 41Q: 3 clusters Score -7572806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79686 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -7572805.000000 Penalty: 3677.267578
	Iteration 42Q: 3 clusters Score -7572805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79706 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -7572822.500000 Penalty: 3677.267578
	Iteration 43Q: 3 clusters Score -7572822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79724 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -7572827.000000 Penalty: 3677.267578
	Iteration 44Q: 3 clusters Score -7572827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79741 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -7572835.500000 Penalty: 3677.267578
	Iteration 45Q: 3 clusters Score -7572836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79754 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -7572833.000000 Penalty: 3677.267578
	Iteration 46Q: 3 clusters Score -7572833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79764 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -7572845.000000 Penalty: 3677.267578
	Iteration 47Q: 3 clusters Score -7572845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79774 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -7572850.000000 Penalty: 3677.267578
	Iteration 48Q: 3 clusters Score -7572850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79782 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -7572838.500000 Penalty: 3677.267578
	Iteration 49Q: 3 clusters Score -7572838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79790 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -7572839.500000 Penalty: 3677.267578
	Iteration 50Q: 3 clusters Score -7572840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79797 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -7572840.000000 Penalty: 3677.267578
	Iteration 51Q: 3 clusters Score -7572840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79806 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -7572844.000000 Penalty: 3677.267578
	Iteration 52Q: 3 clusters Score -7572844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79812 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -7572849.000000 Penalty: 3677.267578
	Iteration 53Q: 3 clusters Score -7572849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79822 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -7572846.000000 Penalty: 3677.267578
	Iteration 54Q: 3 clusters Score -7572846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79835 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -7572849.000000 Penalty: 3677.267578
	Iteration 55Q: 3 clusters Score -7572849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79843 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -7572848.000000 Penalty: 3677.267578
	Iteration 56Q: 3 clusters Score -7572848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79848 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -7572845.500000 Penalty: 3677.267578
	Iteration 57Q: 3 clusters Score -7572846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79854 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -7572845.000000 Penalty: 3677.267578
	Iteration 58Q: 3 clusters Score -7572845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79859 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -7572845.500000 Penalty: 3677.267578
	Iteration 59Q: 3 clusters Score -7572846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79863 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -7572851.500000 Penalty: 3677.267578
	Iteration 60F: 3 clusters Score -7572852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79868 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -7572852.000000 Penalty: 3677.267578
	Iteration 61Q: 3 clusters Score -7572852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79873 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -7572844.000000 Penalty: 3677.267578
	Iteration 62Q: 3 clusters Score -7572844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79878 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -7572845.500000 Penalty: 3677.267578
	Iteration 63Q: 3 clusters Score -7572846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79890 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -7572842.000000 Penalty: 3677.267578
	Iteration 64Q: 3 clusters Score -7572842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79902 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -7572843.000000 Penalty: 3677.267578
	Iteration 65Q: 3 clusters Score -7572843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79913 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -7572848.500000 Penalty: 3677.267578
	Iteration 66Q: 3 clusters Score -7572848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79921 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -7572847.000000 Penalty: 3677.267578
	Iteration 67Q: 3 clusters Score -7572847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79925 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -7572844.500000 Penalty: 3677.267578
	Iteration 68Q: 3 clusters Score -7572844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79928 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -7572848.000000 Penalty: 3677.267578
	Iteration 69Q: 3 clusters Score -7572848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79933 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -7572852.000000 Penalty: 3677.267578
	Iteration 70Q: 3 clusters Score -7572852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79936 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -7572861.500000 Penalty: 3677.267578
	Iteration 71Q: 3 clusters Score -7572862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79938 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -7572854.500000 Penalty: 3677.267578
	Iteration 72Q: 3 clusters Score -7572854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79939 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -7572859.500000 Penalty: 3677.267578
	Iteration 73Q: 3 clusters Score -7572860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79939 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -7572859.500000 Penalty: 3677.267578
	Iteration 74F: 3 clusters Score -7572860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27111 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 115327 members 
Mstep: Class 7 contains 124323 members 
Mstep: Class 8 contains 27344 members 
Mstep: Class 9 contains 63666 members 
Mstep: Class 10 contains 15269 members 
Mstep: Class 11 contains 3498 members 
Mstep: Class 12 contains 59748 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39974 members 
Mstep: Class 17 contains 6213 members 
Mstep: Class 18 contains 59420 members 
Mstep: Class 19 contains 6214 members 
Mstep: Class 20 contains 13034 members 
Mstep: Class 21 contains 13698 members 
Mstep: Class 22 contains 6924 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10483 members 
Mstep: Class 26 contains 19110 members 
Mstep: Class 27 contains 73355 members 
Mstep: Class 28 contains 1282 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 3696 members 
Mstep: Class 33 contains 7925 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7221 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8975 members 
Mstep: Class 38 contains 1285 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 11332 members 
Mstep: Class 41 contains 6848 members 
Mstep: Class 42 contains 2465 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2885 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2190 members 
Mstep: Class 47 contains 41221 members 
Mstep: Class 48 contains 2608 members 
Mstep: Class 49 contains 614 members 
Mstep: Class 50 contains 82016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475192.000000 Penalty: 111905.187500
Iteration 319Q: 51 clusters Score -8.447519e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27115 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 115327 members 
Mstep: Class 7 contains 124324 members 
Mstep: Class 8 contains 27344 members 
Mstep: Class 9 contains 63670 members 
Mstep: Class 10 contains 15269 members 
Mstep: Class 11 contains 3498 members 
Mstep: Class 12 contains 59748 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1315 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39977 members 
Mstep: Class 17 contains 6213 members 
Mstep: Class 18 contains 59420 members 
Mstep: Class 19 contains 6215 members 
Mstep: Class 20 contains 13034 members 
Mstep: Class 21 contains 13696 members 
Mstep: Class 22 contains 6923 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10483 members 
Mstep: Class 26 contains 19111 members 
Mstep: Class 27 contains 73352 members 
Mstep: Class 28 contains 1280 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 3680 members 
Mstep: Class 33 contains 7930 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7221 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8976 members 
Mstep: Class 38 contains 1285 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 11374 members 
Mstep: Class 41 contains 6844 members 
Mstep: Class 42 contains 2465 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2885 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2190 members 
Mstep: Class 47 contains 41220 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 614 members 
Mstep: Class 50 contains 81986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475136.000000 Penalty: 111905.187500
Iteration 320F: 51 clusters Score -8.447514e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27122 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 115328 members 
Mstep: Class 7 contains 124327 members 
Mstep: Class 8 contains 27345 members 
Mstep: Class 9 contains 63672 members 
Mstep: Class 10 contains 15270 members 
Mstep: Class 11 contains 3498 members 
Mstep: Class 12 contains 59748 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39976 members 
Mstep: Class 17 contains 6213 members 
Mstep: Class 18 contains 59419 members 
Mstep: Class 19 contains 6212 members 
Mstep: Class 20 contains 13034 members 
Mstep: Class 21 contains 13696 members 
Mstep: Class 22 contains 6923 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10483 members 
Mstep: Class 26 contains 19113 members 
Mstep: Class 27 contains 73347 members 
Mstep: Class 28 contains 1278 members 
Mstep: Class 29 contains 1351 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 3668 members 
Mstep: Class 33 contains 7930 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7222 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8976 members 
Mstep: Class 38 contains 1285 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 11410 members 
Mstep: Class 41 contains 6843 members 
Mstep: Class 42 contains 2465 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2885 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2190 members 
Mstep: Class 47 contains 41218 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 614 members 
Mstep: Class 50 contains 81960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475160.000000 Penalty: 111905.187500
Iteration 321Q: 51 clusters Score -8.447516e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27125 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 115331 members 
Mstep: Class 7 contains 124327 members 
Mstep: Class 8 contains 27349 members 
Mstep: Class 9 contains 63677 members 
Mstep: Class 10 contains 15269 members 
Mstep: Class 11 contains 3498 members 
Mstep: Class 12 contains 59748 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1309 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39978 members 
Mstep: Class 17 contains 6213 members 
Mstep: Class 18 contains 59419 members 
Mstep: Class 19 contains 6210 members 
Mstep: Class 20 contains 13034 members 
Mstep: Class 21 contains 13697 members 
Mstep: Class 22 contains 6920 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10483 members 
Mstep: Class 26 contains 19115 members 
Mstep: Class 27 contains 73343 members 
Mstep: Class 28 contains 1277 members 
Mstep: Class 29 contains 1352 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 3655 members 
Mstep: Class 33 contains 7933 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7221 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8976 members 
Mstep: Class 38 contains 1285 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 11441 members 
Mstep: Class 41 contains 6843 members 
Mstep: Class 42 contains 2465 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2885 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2190 members 
Mstep: Class 47 contains 41214 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 614 members 
Mstep: Class 50 contains 81938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475168.000000 Penalty: 111905.187500
Iteration 322Q: 51 clusters Score -8.447517e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27125 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 115332 members 
Mstep: Class 7 contains 124329 members 
Mstep: Class 8 contains 27350 members 
Mstep: Class 9 contains 63681 members 
Mstep: Class 10 contains 15269 members 
Mstep: Class 11 contains 3498 members 
Mstep: Class 12 contains 59748 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1306 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39979 members 
Mstep: Class 17 contains 6213 members 
Mstep: Class 18 contains 59420 members 
Mstep: Class 19 contains 6209 members 
Mstep: Class 20 contains 13035 members 
Mstep: Class 21 contains 13700 members 
Mstep: Class 22 contains 6917 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10483 members 
Mstep: Class 26 contains 19114 members 
Mstep: Class 27 contains 73336 members 
Mstep: Class 28 contains 1274 members 
Mstep: Class 29 contains 1355 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 3633 members 
Mstep: Class 33 contains 7934 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7220 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8976 members 
Mstep: Class 38 contains 1285 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 11481 members 
Mstep: Class 41 contains 6845 members 
Mstep: Class 42 contains 2465 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2885 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2190 members 
Mstep: Class 47 contains 41209 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 614 members 
Mstep: Class 50 contains 81924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475168.000000 Penalty: 111905.187500
Iteration 323Q: 51 clusters Score -8.447517e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27123 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 115336 members 
Mstep: Class 7 contains 124331 members 
Mstep: Class 8 contains 27353 members 
Mstep: Class 9 contains 63687 members 
Mstep: Class 10 contains 15268 members 
Mstep: Class 11 contains 3498 members 
Mstep: Class 12 contains 59748 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39979 members 
Mstep: Class 17 contains 6213 members 
Mstep: Class 18 contains 59420 members 
Mstep: Class 19 contains 6205 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13699 members 
Mstep: Class 22 contains 6915 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10481 members 
Mstep: Class 26 contains 19117 members 
Mstep: Class 27 contains 73336 members 
Mstep: Class 28 contains 1270 members 
Mstep: Class 29 contains 1358 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 3603 members 
Mstep: Class 33 contains 7937 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7221 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8976 members 
Mstep: Class 38 contains 1285 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 11517 members 
Mstep: Class 41 contains 6846 members 
Mstep: Class 42 contains 2464 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2885 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2190 members 
Mstep: Class 47 contains 41205 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 614 members 
Mstep: Class 50 contains 81915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475168.000000 Penalty: 111905.187500
Iteration 324Q: 51 clusters Score -8.447517e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27131 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 115338 members 
Mstep: Class 7 contains 124329 members 
Mstep: Class 8 contains 27357 members 
Mstep: Class 9 contains 63694 members 
Mstep: Class 10 contains 15267 members 
Mstep: Class 11 contains 3498 members 
Mstep: Class 12 contains 59747 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1303 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39981 members 
Mstep: Class 17 contains 6213 members 
Mstep: Class 18 contains 59420 members 
Mstep: Class 19 contains 6202 members 
Mstep: Class 20 contains 13038 members 
Mstep: Class 21 contains 13700 members 
Mstep: Class 22 contains 6912 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10480 members 
Mstep: Class 26 contains 19125 members 
Mstep: Class 27 contains 73329 members 
Mstep: Class 28 contains 1270 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 3564 members 
Mstep: Class 33 contains 7942 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7220 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8976 members 
Mstep: Class 38 contains 1285 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 11558 members 
Mstep: Class 41 contains 6850 members 
Mstep: Class 42 contains 2462 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2885 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2190 members 
Mstep: Class 47 contains 41203 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 613 members 
Mstep: Class 50 contains 81891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475248.000000 Penalty: 111905.187500
Iteration 325Q: 51 clusters Score -8.447525e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27140 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 115338 members 
Mstep: Class 7 contains 124326 members 
Mstep: Class 8 contains 27360 members 
Mstep: Class 9 contains 63698 members 
Mstep: Class 10 contains 15268 members 
Mstep: Class 11 contains 3498 members 
Mstep: Class 12 contains 59749 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1304 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39983 members 
Mstep: Class 17 contains 6213 members 
Mstep: Class 18 contains 59420 members 
Mstep: Class 19 contains 6199 members 
Mstep: Class 20 contains 13039 members 
Mstep: Class 21 contains 13698 members 
Mstep: Class 22 contains 6909 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10483 members 
Mstep: Class 26 contains 19127 members 
Mstep: Class 27 contains 73322 members 
Mstep: Class 28 contains 1269 members 
Mstep: Class 29 contains 1358 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 3534 members 
Mstep: Class 33 contains 7949 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7221 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8976 members 
Mstep: Class 38 contains 1285 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 11603 members 
Mstep: Class 41 contains 6853 members 
Mstep: Class 42 contains 2461 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2886 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2190 members 
Mstep: Class 47 contains 41202 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 612 members 
Mstep: Class 50 contains 81859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475264.000000 Penalty: 111905.187500
Iteration 326Q: 51 clusters Score -8.447526e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52484 members 
Mstep: Class 3 contains 27148 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 115339 members 
Mstep: Class 7 contains 124328 members 
Mstep: Class 8 contains 27359 members 
Mstep: Class 9 contains 63706 members 
Mstep: Class 10 contains 15267 members 
Mstep: Class 11 contains 3498 members 
Mstep: Class 12 contains 59749 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1303 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39983 members 
Mstep: Class 17 contains 6211 members 
Mstep: Class 18 contains 59420 members 
Mstep: Class 19 contains 6193 members 
Mstep: Class 20 contains 13040 members 
Mstep: Class 21 contains 13698 members 
Mstep: Class 22 contains 6904 members 
Mstep: Class 23 contains 6163 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10484 members 
Mstep: Class 26 contains 19136 members 
Mstep: Class 27 contains 73322 members 
Mstep: Class 28 contains 1269 members 
Mstep: Class 29 contains 1358 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 3505 members 
Mstep: Class 33 contains 7949 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7226 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8977 members 
Mstep: Class 38 contains 1285 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 11665 members 
Mstep: Class 41 contains 6848 members 
Mstep: Class 42 contains 2462 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2885 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41199 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 614 members 
Mstep: Class 50 contains 81812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475248.000000 Penalty: 111905.187500
Iteration 327Q: 51 clusters Score -8.447525e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52485 members 
Mstep: Class 3 contains 27160 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 115340 members 
Mstep: Class 7 contains 124332 members 
Mstep: Class 8 contains 27360 members 
Mstep: Class 9 contains 63717 members 
Mstep: Class 10 contains 15267 members 
Mstep: Class 11 contains 3498 members 
Mstep: Class 12 contains 59749 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39985 members 
Mstep: Class 17 contains 6209 members 
Mstep: Class 18 contains 59420 members 
Mstep: Class 19 contains 6190 members 
Mstep: Class 20 contains 13040 members 
Mstep: Class 21 contains 13701 members 
Mstep: Class 22 contains 6898 members 
Mstep: Class 23 contains 6162 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10485 members 
Mstep: Class 26 contains 19143 members 
Mstep: Class 27 contains 73323 members 
Mstep: Class 28 contains 1268 members 
Mstep: Class 29 contains 1358 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3488 members 
Mstep: Class 33 contains 7949 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7225 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8977 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 11715 members 
Mstep: Class 41 contains 6847 members 
Mstep: Class 42 contains 2462 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2885 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41194 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475240.000000 Penalty: 111905.187500
Iteration 328Q: 51 clusters Score -8.447524e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27163 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 115348 members 
Mstep: Class 7 contains 124333 members 
Mstep: Class 8 contains 27361 members 
Mstep: Class 9 contains 63721 members 
Mstep: Class 10 contains 15266 members 
Mstep: Class 11 contains 3498 members 
Mstep: Class 12 contains 59749 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39988 members 
Mstep: Class 17 contains 6210 members 
Mstep: Class 18 contains 59420 members 
Mstep: Class 19 contains 6187 members 
Mstep: Class 20 contains 13039 members 
Mstep: Class 21 contains 13700 members 
Mstep: Class 22 contains 6899 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10485 members 
Mstep: Class 26 contains 19152 members 
Mstep: Class 27 contains 73321 members 
Mstep: Class 28 contains 1267 members 
Mstep: Class 29 contains 1359 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 7948 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7228 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8977 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 11765 members 
Mstep: Class 41 contains 6848 members 
Mstep: Class 42 contains 2462 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2885 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41192 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475248.000000 Penalty: 111905.187500
Iteration 329Q: 51 clusters Score -8.447525e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27167 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 115352 members 
Mstep: Class 7 contains 124333 members 
Mstep: Class 8 contains 27362 members 
Mstep: Class 9 contains 63731 members 
Mstep: Class 10 contains 15267 members 
Mstep: Class 11 contains 3498 members 
Mstep: Class 12 contains 59750 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39991 members 
Mstep: Class 17 contains 6210 members 
Mstep: Class 18 contains 59419 members 
Mstep: Class 19 contains 6189 members 
Mstep: Class 20 contains 13038 members 
Mstep: Class 21 contains 13702 members 
Mstep: Class 22 contains 6899 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10485 members 
Mstep: Class 26 contains 19155 members 
Mstep: Class 27 contains 73324 members 
Mstep: Class 28 contains 1270 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3455 members 
Mstep: Class 33 contains 7939 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 7230 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8977 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 11823 members 
Mstep: Class 41 contains 6846 members 
Mstep: Class 42 contains 2462 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2885 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41190 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475312.000000 Penalty: 111905.187500
Iteration 330Q: 51 clusters Score -8.447531e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27173 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 115347 members 
Mstep: Class 7 contains 124332 members 
Mstep: Class 8 contains 27362 members 
Mstep: Class 9 contains 63743 members 
Mstep: Class 10 contains 15267 members 
Mstep: Class 11 contains 3498 members 
Mstep: Class 12 contains 59750 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39989 members 
Mstep: Class 17 contains 6212 members 
Mstep: Class 18 contains 59419 members 
Mstep: Class 19 contains 6192 members 
Mstep: Class 20 contains 13038 members 
Mstep: Class 21 contains 13700 members 
Mstep: Class 22 contains 6898 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10484 members 
Mstep: Class 26 contains 19159 members 
Mstep: Class 27 contains 73323 members 
Mstep: Class 28 contains 1267 members 
Mstep: Class 29 contains 1362 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3442 members 
Mstep: Class 33 contains 7934 members 
Mstep: Class 34 contains 1246 members 
Mstep: Class 35 contains 7229 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8978 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 11867 members 
Mstep: Class 41 contains 6844 members 
Mstep: Class 42 contains 2462 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2885 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41189 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475264.000000 Penalty: 111905.187500
Iteration 331Q: 51 clusters Score -8.447526e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27169 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 115344 members 
Mstep: Class 7 contains 124333 members 
Mstep: Class 8 contains 27365 members 
Mstep: Class 9 contains 63749 members 
Mstep: Class 10 contains 15267 members 
Mstep: Class 11 contains 3498 members 
Mstep: Class 12 contains 59750 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39990 members 
Mstep: Class 17 contains 6213 members 
Mstep: Class 18 contains 59419 members 
Mstep: Class 19 contains 6193 members 
Mstep: Class 20 contains 13038 members 
Mstep: Class 21 contains 13696 members 
Mstep: Class 22 contains 6896 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10484 members 
Mstep: Class 26 contains 19160 members 
Mstep: Class 27 contains 73324 members 
Mstep: Class 28 contains 1264 members 
Mstep: Class 29 contains 1362 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3436 members 
Mstep: Class 33 contains 7927 members 
Mstep: Class 34 contains 1246 members 
Mstep: Class 35 contains 7227 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8978 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 11917 members 
Mstep: Class 41 contains 6844 members 
Mstep: Class 42 contains 2462 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2885 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41188 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475272.000000 Penalty: 111905.187500
Iteration 332Q: 51 clusters Score -8.447527e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27171 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 115340 members 
Mstep: Class 7 contains 124338 members 
Mstep: Class 8 contains 27372 members 
Mstep: Class 9 contains 63755 members 
Mstep: Class 10 contains 15267 members 
Mstep: Class 11 contains 3498 members 
Mstep: Class 12 contains 59750 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39988 members 
Mstep: Class 17 contains 6213 members 
Mstep: Class 18 contains 59419 members 
Mstep: Class 19 contains 6194 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13694 members 
Mstep: Class 22 contains 6896 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10483 members 
Mstep: Class 26 contains 19162 members 
Mstep: Class 27 contains 73324 members 
Mstep: Class 28 contains 1260 members 
Mstep: Class 29 contains 1362 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3426 members 
Mstep: Class 33 contains 7923 members 
Mstep: Class 34 contains 1246 members 
Mstep: Class 35 contains 7225 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8978 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 11951 members 
Mstep: Class 41 contains 6843 members 
Mstep: Class 42 contains 2462 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2885 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41188 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475272.000000 Penalty: 111905.187500
Iteration 333Q: 51 clusters Score -8.447527e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27175 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 115338 members 
Mstep: Class 7 contains 124340 members 
Mstep: Class 8 contains 27373 members 
Mstep: Class 9 contains 63761 members 
Mstep: Class 10 contains 15267 members 
Mstep: Class 11 contains 3498 members 
Mstep: Class 12 contains 59750 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39988 members 
Mstep: Class 17 contains 6213 members 
Mstep: Class 18 contains 59419 members 
Mstep: Class 19 contains 6193 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13693 members 
Mstep: Class 22 contains 6896 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10483 members 
Mstep: Class 26 contains 19166 members 
Mstep: Class 27 contains 73327 members 
Mstep: Class 28 contains 1259 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3418 members 
Mstep: Class 33 contains 7921 members 
Mstep: Class 34 contains 1246 members 
Mstep: Class 35 contains 7224 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8978 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1975 members 
Mstep: Class 40 contains 11980 members 
Mstep: Class 41 contains 6842 members 
Mstep: Class 42 contains 2462 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2885 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41186 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475304.000000 Penalty: 111905.187500
Iteration 334Q: 51 clusters Score -8.44753e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27177 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 115337 members 
Mstep: Class 7 contains 124344 members 
Mstep: Class 8 contains 27370 members 
Mstep: Class 9 contains 63762 members 
Mstep: Class 10 contains 15267 members 
Mstep: Class 11 contains 3498 members 
Mstep: Class 12 contains 59750 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39988 members 
Mstep: Class 17 contains 6215 members 
Mstep: Class 18 contains 59421 members 
Mstep: Class 19 contains 6189 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13697 members 
Mstep: Class 22 contains 6895 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10482 members 
Mstep: Class 26 contains 19170 members 
Mstep: Class 27 contains 73321 members 
Mstep: Class 28 contains 1256 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3411 members 
Mstep: Class 33 contains 7918 members 
Mstep: Class 34 contains 1246 members 
Mstep: Class 35 contains 7224 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8978 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 12015 members 
Mstep: Class 41 contains 6841 members 
Mstep: Class 42 contains 2462 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2885 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41181 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475392.000000 Penalty: 111905.187500
Iteration 335Q: 51 clusters Score -8.447539e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27178 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 115336 members 
Mstep: Class 7 contains 124343 members 
Mstep: Class 8 contains 27369 members 
Mstep: Class 9 contains 63762 members 
Mstep: Class 10 contains 15266 members 
Mstep: Class 11 contains 3498 members 
Mstep: Class 12 contains 59750 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39992 members 
Mstep: Class 17 contains 6215 members 
Mstep: Class 18 contains 59422 members 
Mstep: Class 19 contains 6187 members 
Mstep: Class 20 contains 13035 members 
Mstep: Class 21 contains 13692 members 
Mstep: Class 22 contains 6894 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10481 members 
Mstep: Class 26 contains 19175 members 
Mstep: Class 27 contains 73319 members 
Mstep: Class 28 contains 1255 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3406 members 
Mstep: Class 33 contains 7916 members 
Mstep: Class 34 contains 1246 members 
Mstep: Class 35 contains 7224 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8978 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1975 members 
Mstep: Class 40 contains 12034 members 
Mstep: Class 41 contains 6843 members 
Mstep: Class 42 contains 2462 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2885 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41177 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475264.000000 Penalty: 111905.187500
Iteration 336Q: 51 clusters Score -8.447526e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27177 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 115329 members 
Mstep: Class 7 contains 124344 members 
Mstep: Class 8 contains 27370 members 
Mstep: Class 9 contains 63763 members 
Mstep: Class 10 contains 15267 members 
Mstep: Class 11 contains 3497 members 
Mstep: Class 12 contains 59750 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39993 members 
Mstep: Class 17 contains 6216 members 
Mstep: Class 18 contains 59422 members 
Mstep: Class 19 contains 6184 members 
Mstep: Class 20 contains 13035 members 
Mstep: Class 21 contains 13688 members 
Mstep: Class 22 contains 6893 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10481 members 
Mstep: Class 26 contains 19178 members 
Mstep: Class 27 contains 73321 members 
Mstep: Class 28 contains 1252 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3403 members 
Mstep: Class 33 contains 7916 members 
Mstep: Class 34 contains 1246 members 
Mstep: Class 35 contains 7223 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8978 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1975 members 
Mstep: Class 40 contains 12062 members 
Mstep: Class 41 contains 6840 members 
Mstep: Class 42 contains 2462 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2885 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41171 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475240.000000 Penalty: 111905.187500
Iteration 337Q: 51 clusters Score -8.447524e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27184 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 115324 members 
Mstep: Class 7 contains 124345 members 
Mstep: Class 8 contains 27370 members 
Mstep: Class 9 contains 63767 members 
Mstep: Class 10 contains 15266 members 
Mstep: Class 11 contains 3494 members 
Mstep: Class 12 contains 59750 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39994 members 
Mstep: Class 17 contains 6217 members 
Mstep: Class 18 contains 59422 members 
Mstep: Class 19 contains 6183 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13689 members 
Mstep: Class 22 contains 6894 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10483 members 
Mstep: Class 26 contains 19185 members 
Mstep: Class 27 contains 73323 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3400 members 
Mstep: Class 33 contains 7912 members 
Mstep: Class 34 contains 1246 members 
Mstep: Class 35 contains 7224 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8978 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1975 members 
Mstep: Class 40 contains 12075 members 
Mstep: Class 41 contains 6841 members 
Mstep: Class 42 contains 2462 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2885 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41166 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475264.000000 Penalty: 111905.187500
Iteration 338Q: 51 clusters Score -8.447526e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27186 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3288 members 
Mstep: Class 6 contains 115321 members 
Mstep: Class 7 contains 124346 members 
Mstep: Class 8 contains 27371 members 
Mstep: Class 9 contains 63772 members 
Mstep: Class 10 contains 15264 members 
Mstep: Class 11 contains 3490 members 
Mstep: Class 12 contains 59749 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39995 members 
Mstep: Class 17 contains 6218 members 
Mstep: Class 18 contains 59422 members 
Mstep: Class 19 contains 6183 members 
Mstep: Class 20 contains 13037 members 
Mstep: Class 21 contains 13686 members 
Mstep: Class 22 contains 6893 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10483 members 
Mstep: Class 26 contains 19189 members 
Mstep: Class 27 contains 73322 members 
Mstep: Class 28 contains 1252 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3398 members 
Mstep: Class 33 contains 7911 members 
Mstep: Class 34 contains 1246 members 
Mstep: Class 35 contains 7223 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8978 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1975 members 
Mstep: Class 40 contains 12106 members 
Mstep: Class 41 contains 6839 members 
Mstep: Class 42 contains 2462 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2885 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41163 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475296.000000 Penalty: 111905.187500
Iteration 339Q: 51 clusters Score -8.44753e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27189 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3288 members 
Mstep: Class 6 contains 115318 members 
Mstep: Class 7 contains 124344 members 
Mstep: Class 8 contains 27370 members 
Mstep: Class 9 contains 63771 members 
Mstep: Class 10 contains 15260 members 
Mstep: Class 11 contains 3490 members 
Mstep: Class 12 contains 59749 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39997 members 
Mstep: Class 17 contains 6220 members 
Mstep: Class 18 contains 59422 members 
Mstep: Class 19 contains 6177 members 
Mstep: Class 20 contains 13038 members 
Mstep: Class 21 contains 13683 members 
Mstep: Class 22 contains 6894 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10482 members 
Mstep: Class 26 contains 19198 members 
Mstep: Class 27 contains 73321 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3398 members 
Mstep: Class 33 contains 7912 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 7222 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8978 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1975 members 
Mstep: Class 40 contains 12138 members 
Mstep: Class 41 contains 6840 members 
Mstep: Class 42 contains 2462 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41158 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475360.000000 Penalty: 111905.187500
Iteration 340F: 51 clusters Score -8.447536e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27192 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3288 members 
Mstep: Class 6 contains 115314 members 
Mstep: Class 7 contains 124345 members 
Mstep: Class 8 contains 27370 members 
Mstep: Class 9 contains 63775 members 
Mstep: Class 10 contains 15258 members 
Mstep: Class 11 contains 3489 members 
Mstep: Class 12 contains 59748 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39999 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 59422 members 
Mstep: Class 19 contains 6178 members 
Mstep: Class 20 contains 13037 members 
Mstep: Class 21 contains 13682 members 
Mstep: Class 22 contains 6895 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10481 members 
Mstep: Class 26 contains 19205 members 
Mstep: Class 27 contains 73322 members 
Mstep: Class 28 contains 1250 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3397 members 
Mstep: Class 33 contains 7911 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7222 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8978 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1975 members 
Mstep: Class 40 contains 12155 members 
Mstep: Class 41 contains 6842 members 
Mstep: Class 42 contains 2462 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41152 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475472.000000 Penalty: 111905.187500
Iteration 341Q: 51 clusters Score -8.447547e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27191 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3288 members 
Mstep: Class 6 contains 115313 members 
Mstep: Class 7 contains 124349 members 
Mstep: Class 8 contains 27370 members 
Mstep: Class 9 contains 63777 members 
Mstep: Class 10 contains 15257 members 
Mstep: Class 11 contains 3491 members 
Mstep: Class 12 contains 59748 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40000 members 
Mstep: Class 17 contains 6222 members 
Mstep: Class 18 contains 59422 members 
Mstep: Class 19 contains 6174 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13679 members 
Mstep: Class 22 contains 6897 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10480 members 
Mstep: Class 26 contains 19204 members 
Mstep: Class 27 contains 73323 members 
Mstep: Class 28 contains 1247 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3394 members 
Mstep: Class 33 contains 7910 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7221 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8979 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1975 members 
Mstep: Class 40 contains 12188 members 
Mstep: Class 41 contains 6839 members 
Mstep: Class 42 contains 2462 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41149 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475432.000000 Penalty: 111905.187500
Iteration 342Q: 51 clusters Score -8.447543e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27191 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3288 members 
Mstep: Class 6 contains 115307 members 
Mstep: Class 7 contains 124351 members 
Mstep: Class 8 contains 27370 members 
Mstep: Class 9 contains 63785 members 
Mstep: Class 10 contains 15257 members 
Mstep: Class 11 contains 3491 members 
Mstep: Class 12 contains 59747 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40001 members 
Mstep: Class 17 contains 6223 members 
Mstep: Class 18 contains 59422 members 
Mstep: Class 19 contains 6174 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13672 members 
Mstep: Class 22 contains 6896 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10479 members 
Mstep: Class 26 contains 19210 members 
Mstep: Class 27 contains 73334 members 
Mstep: Class 28 contains 1248 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3392 members 
Mstep: Class 33 contains 7911 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7220 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8978 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1974 members 
Mstep: Class 40 contains 12215 members 
Mstep: Class 41 contains 6837 members 
Mstep: Class 42 contains 2462 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41143 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475392.000000 Penalty: 111905.187500
Iteration 343Q: 51 clusters Score -8.447539e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27192 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3288 members 
Mstep: Class 6 contains 115300 members 
Mstep: Class 7 contains 124351 members 
Mstep: Class 8 contains 27371 members 
Mstep: Class 9 contains 63788 members 
Mstep: Class 10 contains 15257 members 
Mstep: Class 11 contains 3491 members 
Mstep: Class 12 contains 59747 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40001 members 
Mstep: Class 17 contains 6223 members 
Mstep: Class 18 contains 59423 members 
Mstep: Class 19 contains 6174 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13671 members 
Mstep: Class 22 contains 6897 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10478 members 
Mstep: Class 26 contains 19212 members 
Mstep: Class 27 contains 73331 members 
Mstep: Class 28 contains 1248 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3390 members 
Mstep: Class 33 contains 7912 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7218 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8976 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1974 members 
Mstep: Class 40 contains 12245 members 
Mstep: Class 41 contains 6836 members 
Mstep: Class 42 contains 2462 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41136 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475392.000000 Penalty: 111905.187500
Iteration 344Q: 51 clusters Score -8.447539e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27194 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115298 members 
Mstep: Class 7 contains 124350 members 
Mstep: Class 8 contains 27371 members 
Mstep: Class 9 contains 63792 members 
Mstep: Class 10 contains 15256 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 59747 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40000 members 
Mstep: Class 17 contains 6223 members 
Mstep: Class 18 contains 59424 members 
Mstep: Class 19 contains 6172 members 
Mstep: Class 20 contains 13035 members 
Mstep: Class 21 contains 13668 members 
Mstep: Class 22 contains 6895 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10479 members 
Mstep: Class 26 contains 19216 members 
Mstep: Class 27 contains 73332 members 
Mstep: Class 28 contains 1246 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3388 members 
Mstep: Class 33 contains 7911 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7216 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8975 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1974 members 
Mstep: Class 40 contains 12269 members 
Mstep: Class 41 contains 6834 members 
Mstep: Class 42 contains 2462 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41131 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475448.000000 Penalty: 111905.187500
Iteration 345Q: 51 clusters Score -8.447545e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27196 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115300 members 
Mstep: Class 7 contains 124346 members 
Mstep: Class 8 contains 27370 members 
Mstep: Class 9 contains 63793 members 
Mstep: Class 10 contains 15256 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 59747 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39999 members 
Mstep: Class 17 contains 6222 members 
Mstep: Class 18 contains 59426 members 
Mstep: Class 19 contains 6172 members 
Mstep: Class 20 contains 13034 members 
Mstep: Class 21 contains 13663 members 
Mstep: Class 22 contains 6892 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10480 members 
Mstep: Class 26 contains 19225 members 
Mstep: Class 27 contains 73336 members 
Mstep: Class 28 contains 1246 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3384 members 
Mstep: Class 33 contains 7908 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7215 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8975 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1974 members 
Mstep: Class 40 contains 12306 members 
Mstep: Class 41 contains 6831 members 
Mstep: Class 42 contains 2462 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41123 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475376.000000 Penalty: 111905.187500
Iteration 346Q: 51 clusters Score -8.447538e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27201 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115302 members 
Mstep: Class 7 contains 124347 members 
Mstep: Class 8 contains 27372 members 
Mstep: Class 9 contains 63793 members 
Mstep: Class 10 contains 15256 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 59747 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39998 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 6170 members 
Mstep: Class 20 contains 13034 members 
Mstep: Class 21 contains 13658 members 
Mstep: Class 22 contains 6890 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10481 members 
Mstep: Class 26 contains 19226 members 
Mstep: Class 27 contains 73339 members 
Mstep: Class 28 contains 1243 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3382 members 
Mstep: Class 33 contains 7904 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7214 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8975 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1974 members 
Mstep: Class 40 contains 12338 members 
Mstep: Class 41 contains 6829 members 
Mstep: Class 42 contains 2462 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41120 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475336.000000 Penalty: 111905.187500
Iteration 347Q: 51 clusters Score -8.447534e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27197 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115300 members 
Mstep: Class 7 contains 124352 members 
Mstep: Class 8 contains 27375 members 
Mstep: Class 9 contains 63794 members 
Mstep: Class 10 contains 15256 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 59747 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39997 members 
Mstep: Class 17 contains 6220 members 
Mstep: Class 18 contains 59432 members 
Mstep: Class 19 contains 6169 members 
Mstep: Class 20 contains 13035 members 
Mstep: Class 21 contains 13654 members 
Mstep: Class 22 contains 6890 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 10481 members 
Mstep: Class 26 contains 19230 members 
Mstep: Class 27 contains 73341 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3383 members 
Mstep: Class 33 contains 7906 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7214 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8976 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1974 members 
Mstep: Class 40 contains 12365 members 
Mstep: Class 41 contains 6828 members 
Mstep: Class 42 contains 2462 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41119 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475240.000000 Penalty: 111905.187500
Iteration 348Q: 51 clusters Score -8.447524e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27195 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115298 members 
Mstep: Class 7 contains 124355 members 
Mstep: Class 8 contains 27379 members 
Mstep: Class 9 contains 63795 members 
Mstep: Class 10 contains 15256 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 59747 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39998 members 
Mstep: Class 17 contains 6220 members 
Mstep: Class 18 contains 59433 members 
Mstep: Class 19 contains 6166 members 
Mstep: Class 20 contains 13035 members 
Mstep: Class 21 contains 13650 members 
Mstep: Class 22 contains 6888 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10483 members 
Mstep: Class 26 contains 19230 members 
Mstep: Class 27 contains 73346 members 
Mstep: Class 28 contains 1236 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3380 members 
Mstep: Class 33 contains 7906 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7212 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8976 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1974 members 
Mstep: Class 40 contains 12389 members 
Mstep: Class 41 contains 6828 members 
Mstep: Class 42 contains 2462 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41119 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475280.000000 Penalty: 111905.187500
Iteration 349Q: 51 clusters Score -8.447528e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27190 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115302 members 
Mstep: Class 7 contains 124359 members 
Mstep: Class 8 contains 27379 members 
Mstep: Class 9 contains 63800 members 
Mstep: Class 10 contains 15256 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 59747 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39997 members 
Mstep: Class 17 contains 6220 members 
Mstep: Class 18 contains 59433 members 
Mstep: Class 19 contains 6160 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13650 members 
Mstep: Class 22 contains 6889 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10485 members 
Mstep: Class 26 contains 19231 members 
Mstep: Class 27 contains 73351 members 
Mstep: Class 28 contains 1233 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3378 members 
Mstep: Class 33 contains 7903 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7210 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8975 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1974 members 
Mstep: Class 40 contains 12421 members 
Mstep: Class 41 contains 6828 members 
Mstep: Class 42 contains 2462 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41117 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475352.000000 Penalty: 111905.187500
Iteration 350Q: 51 clusters Score -8.447535e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27187 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115303 members 
Mstep: Class 7 contains 124363 members 
Mstep: Class 8 contains 27382 members 
Mstep: Class 9 contains 63803 members 
Mstep: Class 10 contains 15255 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 59746 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39999 members 
Mstep: Class 17 contains 6220 members 
Mstep: Class 18 contains 59433 members 
Mstep: Class 19 contains 6153 members 
Mstep: Class 20 contains 13037 members 
Mstep: Class 21 contains 13645 members 
Mstep: Class 22 contains 6888 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10485 members 
Mstep: Class 26 contains 19233 members 
Mstep: Class 27 contains 73359 members 
Mstep: Class 28 contains 1232 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3379 members 
Mstep: Class 33 contains 7905 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7205 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8974 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1974 members 
Mstep: Class 40 contains 12444 members 
Mstep: Class 41 contains 6828 members 
Mstep: Class 42 contains 2462 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41116 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475344.000000 Penalty: 111905.187500
Iteration 351Q: 51 clusters Score -8.447534e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27186 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115307 members 
Mstep: Class 7 contains 124363 members 
Mstep: Class 8 contains 27381 members 
Mstep: Class 9 contains 63808 members 
Mstep: Class 10 contains 15255 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 59745 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 39999 members 
Mstep: Class 17 contains 6220 members 
Mstep: Class 18 contains 59433 members 
Mstep: Class 19 contains 6151 members 
Mstep: Class 20 contains 13037 members 
Mstep: Class 21 contains 13645 members 
Mstep: Class 22 contains 6886 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10485 members 
Mstep: Class 26 contains 19233 members 
Mstep: Class 27 contains 73363 members 
Mstep: Class 28 contains 1227 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3379 members 
Mstep: Class 33 contains 7905 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7205 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8973 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1974 members 
Mstep: Class 40 contains 12471 members 
Mstep: Class 41 contains 6827 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41114 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475464.000000 Penalty: 111905.187500
Iteration 352Q: 51 clusters Score -8.447546e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27183 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115309 members 
Mstep: Class 7 contains 124363 members 
Mstep: Class 8 contains 27380 members 
Mstep: Class 9 contains 63811 members 
Mstep: Class 10 contains 15255 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 59744 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40001 members 
Mstep: Class 17 contains 6220 members 
Mstep: Class 18 contains 59432 members 
Mstep: Class 19 contains 6149 members 
Mstep: Class 20 contains 13038 members 
Mstep: Class 21 contains 13642 members 
Mstep: Class 22 contains 6883 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10485 members 
Mstep: Class 26 contains 19234 members 
Mstep: Class 27 contains 73366 members 
Mstep: Class 28 contains 1222 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3378 members 
Mstep: Class 33 contains 7906 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7203 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8973 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1974 members 
Mstep: Class 40 contains 12496 members 
Mstep: Class 41 contains 6826 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41115 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475448.000000 Penalty: 111905.187500
Iteration 353Q: 51 clusters Score -8.447545e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27183 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115309 members 
Mstep: Class 7 contains 124367 members 
Mstep: Class 8 contains 27383 members 
Mstep: Class 9 contains 63809 members 
Mstep: Class 10 contains 15254 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 59744 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40004 members 
Mstep: Class 17 contains 6220 members 
Mstep: Class 18 contains 59432 members 
Mstep: Class 19 contains 6150 members 
Mstep: Class 20 contains 13038 members 
Mstep: Class 21 contains 13637 members 
Mstep: Class 22 contains 6881 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10486 members 
Mstep: Class 26 contains 19234 members 
Mstep: Class 27 contains 73373 members 
Mstep: Class 28 contains 1218 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3374 members 
Mstep: Class 33 contains 7903 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7200 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8974 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1974 members 
Mstep: Class 40 contains 12512 members 
Mstep: Class 41 contains 6826 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41117 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475376.000000 Penalty: 111905.187500
Iteration 354Q: 51 clusters Score -8.447538e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27185 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115306 members 
Mstep: Class 7 contains 124366 members 
Mstep: Class 8 contains 27384 members 
Mstep: Class 9 contains 63807 members 
Mstep: Class 10 contains 15254 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 59745 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40005 members 
Mstep: Class 17 contains 6220 members 
Mstep: Class 18 contains 59433 members 
Mstep: Class 19 contains 6149 members 
Mstep: Class 20 contains 13038 members 
Mstep: Class 21 contains 13636 members 
Mstep: Class 22 contains 6879 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10487 members 
Mstep: Class 26 contains 19237 members 
Mstep: Class 27 contains 73376 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3370 members 
Mstep: Class 33 contains 7901 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7198 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8973 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1974 members 
Mstep: Class 40 contains 12531 members 
Mstep: Class 41 contains 6829 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41115 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475392.000000 Penalty: 111905.187500
Iteration 355Q: 51 clusters Score -8.447539e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27186 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115304 members 
Mstep: Class 7 contains 124362 members 
Mstep: Class 8 contains 27385 members 
Mstep: Class 9 contains 63803 members 
Mstep: Class 10 contains 15253 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 59745 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40007 members 
Mstep: Class 17 contains 6220 members 
Mstep: Class 18 contains 59433 members 
Mstep: Class 19 contains 6150 members 
Mstep: Class 20 contains 13038 members 
Mstep: Class 21 contains 13635 members 
Mstep: Class 22 contains 6878 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10487 members 
Mstep: Class 26 contains 19241 members 
Mstep: Class 27 contains 73377 members 
Mstep: Class 28 contains 1215 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3366 members 
Mstep: Class 33 contains 7897 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7198 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8973 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1974 members 
Mstep: Class 40 contains 12543 members 
Mstep: Class 41 contains 6831 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41115 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475512.000000 Penalty: 111905.187500
Iteration 356Q: 51 clusters Score -8.447551e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27183 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115300 members 
Mstep: Class 7 contains 124359 members 
Mstep: Class 8 contains 27385 members 
Mstep: Class 9 contains 63807 members 
Mstep: Class 10 contains 15253 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 59745 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40007 members 
Mstep: Class 17 contains 6219 members 
Mstep: Class 18 contains 59433 members 
Mstep: Class 19 contains 6151 members 
Mstep: Class 20 contains 13038 members 
Mstep: Class 21 contains 13635 members 
Mstep: Class 22 contains 6878 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10486 members 
Mstep: Class 26 contains 19241 members 
Mstep: Class 27 contains 73383 members 
Mstep: Class 28 contains 1214 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3364 members 
Mstep: Class 33 contains 7894 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7199 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8973 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1974 members 
Mstep: Class 40 contains 12552 members 
Mstep: Class 41 contains 6829 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41115 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475504.000000 Penalty: 111905.187500
Iteration 357Q: 51 clusters Score -8.44755e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27185 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115300 members 
Mstep: Class 7 contains 124357 members 
Mstep: Class 8 contains 27384 members 
Mstep: Class 9 contains 63804 members 
Mstep: Class 10 contains 15253 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 59745 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40010 members 
Mstep: Class 17 contains 6219 members 
Mstep: Class 18 contains 59433 members 
Mstep: Class 19 contains 6151 members 
Mstep: Class 20 contains 13038 members 
Mstep: Class 21 contains 13636 members 
Mstep: Class 22 contains 6876 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10485 members 
Mstep: Class 26 contains 19242 members 
Mstep: Class 27 contains 73385 members 
Mstep: Class 28 contains 1214 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3363 members 
Mstep: Class 33 contains 7892 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7198 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8973 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1974 members 
Mstep: Class 40 contains 12553 members 
Mstep: Class 41 contains 6831 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41113 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475544.000000 Penalty: 111905.187500
Iteration 358Q: 51 clusters Score -8.447554e+07 nChanged 62
Entering ConstructFrom: 
Score: -84475544.000000 Penalty: 111905.187500
Entering ConstructFrom: 
Trying to split cluster 1 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -103694.585938 Penalty: 1139.468750
	Iteration 0F: 2 clusters Score -103694.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -102148.578125 Penalty: 2278.937500
	Iteration 0F: 3 clusters Score -102148.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -102429.750000 Penalty: 2278.937500
	Iteration 1F: 3 clusters Score -102429.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -102508.351562 Penalty: 2278.937500
	Iteration 2F: 3 clusters Score -102508.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -102534.203125 Penalty: 2278.937500
	Iteration 3Q: 3 clusters Score -102534.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -102553.351562 Penalty: 2278.937500
	Iteration 4Q: 3 clusters Score -102553.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -102566.218750 Penalty: 2278.937500
	Iteration 5Q: 3 clusters Score -102566.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -102572.515625 Penalty: 2278.937500
	Iteration 6Q: 3 clusters Score -102572.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -102580.000000 Penalty: 2278.937500
	Iteration 7Q: 3 clusters Score -102580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -102584.179688 Penalty: 2278.937500
	Iteration 8Q: 3 clusters Score -102584.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -102589.640625 Penalty: 2278.937500
	Iteration 9Q: 3 clusters Score -102589.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -102598.148438 Penalty: 2278.937500
	Iteration 10Q: 3 clusters Score -102598.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -102604.796875 Penalty: 2278.937500
	Iteration 11Q: 3 clusters Score -102604.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -102609.148438 Penalty: 2278.937500
	Iteration 12Q: 3 clusters Score -102609.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -102615.578125 Penalty: 2278.937500
	Iteration 13Q: 3 clusters Score -102615.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -102619.757812 Penalty: 2278.937500
	Iteration 14Q: 3 clusters Score -102619.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -102622.531250 Penalty: 2278.937500
	Iteration 15Q: 3 clusters Score -102622.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -102623.562500 Penalty: 2278.937500
	Iteration 16Q: 3 clusters Score -102623.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -102623.562500 Penalty: 2278.937500
	Iteration 17F: 3 clusters Score -102623.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (52486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52486 members 
Entering Unmasked Estep 
Score: -4696500.500000 Penalty: 1766.098999
	Iteration 0F: 2 clusters Score -4696500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -4661565.500000 Penalty: 3532.197998
	Iteration 0F: 3 clusters Score -4661566 nChanged 24415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -4675576.000000 Penalty: 3532.197998
	Iteration 1F: 3 clusters Score -4675576 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -4676233.500000 Penalty: 3532.197998
	Iteration 2Q: 3 clusters Score -4676234 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -4677365.000000 Penalty: 3532.197998
	Iteration 3Q: 3 clusters Score -4677365 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -4679393.000000 Penalty: 3532.197998
	Iteration 4F: 3 clusters Score -4679393 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -4682722.000000 Penalty: 3532.197998
	Iteration 5F: 3 clusters Score -4682722 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -4686991.000000 Penalty: 3532.197998
	Iteration 6F: 3 clusters Score -4686991 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48375 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -4690872.500000 Penalty: 3532.197998
	Iteration 7F: 3 clusters Score -4690872 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50783 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4693257.000000 Penalty: 3532.197998
	Iteration 8Q: 3 clusters Score -4693257 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51872 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4694325.500000 Penalty: 3532.197998
	Iteration 9Q: 3 clusters Score -4694326 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52222 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4694694.000000 Penalty: 3532.197998
	Iteration 10Q: 3 clusters Score -4694694 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52312 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -4694833.000000 Penalty: 3532.197998
	Iteration 11Q: 3 clusters Score -4694833 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52330 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -4694890.000000 Penalty: 3532.197998
	Iteration 12Q: 3 clusters Score -4694890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52339 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -4694913.000000 Penalty: 3532.197998
	Iteration 13Q: 3 clusters Score -4694913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52346 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -4694931.000000 Penalty: 3532.197998
	Iteration 14Q: 3 clusters Score -4694931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52348 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -4694939.500000 Penalty: 3532.197998
	Iteration 15Q: 3 clusters Score -4694940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52347 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -4694941.500000 Penalty: 3532.197998
	Iteration 16Q: 3 clusters Score -4694942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52347 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -4694941.500000 Penalty: 3532.197998
	Iteration 17F: 3 clusters Score -4694942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Entering Unmasked Estep 
Score: -2518071.500000 Penalty: 1659.193359
	Iteration 0F: 2 clusters Score -2518072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -2499651.000000 Penalty: 3318.386719
	Iteration 0F: 3 clusters Score -2499651 nChanged 12442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -2506695.500000 Penalty: 3318.386719
	Iteration 1F: 3 clusters Score -2506696 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -2507163.250000 Penalty: 3318.386719
	Iteration 2F: 3 clusters Score -2507163 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -2507617.250000 Penalty: 3318.386719
	Iteration 3Q: 3 clusters Score -2507617 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2508064.250000 Penalty: 3318.386719
	Iteration 4Q: 3 clusters Score -2508064 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2508482.000000 Penalty: 3318.386719
	Iteration 5Q: 3 clusters Score -2508482 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2508872.750000 Penalty: 3318.386719
	Iteration 6Q: 3 clusters Score -2508873 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -2509323.250000 Penalty: 3318.386719
	Iteration 7Q: 3 clusters Score -2509323 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2509829.250000 Penalty: 3318.386719
	Iteration 8Q: 3 clusters Score -2509829 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2510408.750000 Penalty: 3318.386719
	Iteration 9Q: 3 clusters Score -2510409 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2511136.000000 Penalty: 3318.386719
	Iteration 10Q: 3 clusters Score -2511136 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2511907.750000 Penalty: 3318.386719
	Iteration 11Q: 3 clusters Score -2511908 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -2512709.250000 Penalty: 3318.386719
	Iteration 12Q: 3 clusters Score -2512709 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -2513439.000000 Penalty: 3318.386719
	Iteration 13Q: 3 clusters Score -2513439 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -2514086.000000 Penalty: 3318.386719
	Iteration 14Q: 3 clusters Score -2514086 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -2514516.750000 Penalty: 3318.386719
	Iteration 15Q: 3 clusters Score -2514517 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -2514805.250000 Penalty: 3318.386719
	Iteration 16Q: 3 clusters Score -2514805 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -2515054.000000 Penalty: 3318.386719
	Iteration 17Q: 3 clusters Score -2515054 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -2515285.000000 Penalty: 3318.386719
	Iteration 18Q: 3 clusters Score -2515285 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -2515492.500000 Penalty: 3318.386719
	Iteration 19Q: 3 clusters Score -2515492 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -2515649.500000 Penalty: 3318.386719
	Iteration 20F: 3 clusters Score -2515650 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -2515780.750000 Penalty: 3318.386719
	Iteration 21Q: 3 clusters Score -2515781 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -2515876.250000 Penalty: 3318.386719
	Iteration 22Q: 3 clusters Score -2515876 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -2515955.500000 Penalty: 3318.386719
	Iteration 23Q: 3 clusters Score -2515956 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -2516033.500000 Penalty: 3318.386719
	Iteration 24Q: 3 clusters Score -2516034 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -2516099.500000 Penalty: 3318.386719
	Iteration 25Q: 3 clusters Score -2516100 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -2516165.000000 Penalty: 3318.386719
	Iteration 26Q: 3 clusters Score -2516165 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -2516214.000000 Penalty: 3318.386719
	Iteration 27Q: 3 clusters Score -2516214 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -2516264.000000 Penalty: 3318.386719
	Iteration 28Q: 3 clusters Score -2516264 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -2516312.750000 Penalty: 3318.386719
	Iteration 29Q: 3 clusters Score -2516313 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -2516341.500000 Penalty: 3318.386719
	Iteration 30Q: 3 clusters Score -2516342 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -2516378.500000 Penalty: 3318.386719
	Iteration 31Q: 3 clusters Score -2516378 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -2516399.250000 Penalty: 3318.386719
	Iteration 32Q: 3 clusters Score -2516399 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -2516429.250000 Penalty: 3318.386719
	Iteration 33Q: 3 clusters Score -2516429 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -2516454.500000 Penalty: 3318.386719
	Iteration 34Q: 3 clusters Score -2516454 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -2516468.750000 Penalty: 3318.386719
	Iteration 35Q: 3 clusters Score -2516469 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -2516490.000000 Penalty: 3318.386719
	Iteration 36Q: 3 clusters Score -2516490 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -2516500.500000 Penalty: 3318.386719
	Iteration 37Q: 3 clusters Score -2516500 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -2516510.750000 Penalty: 3318.386719
	Iteration 38Q: 3 clusters Score -2516511 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -2516523.750000 Penalty: 3318.386719
	Iteration 39Q: 3 clusters Score -2516524 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -2516536.500000 Penalty: 3318.386719
	Iteration 40F: 3 clusters Score -2516536 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -2516545.500000 Penalty: 3318.386719
	Iteration 41Q: 3 clusters Score -2516546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -2516550.000000 Penalty: 3318.386719
	Iteration 42Q: 3 clusters Score -2516550 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -2516556.500000 Penalty: 3318.386719
	Iteration 43Q: 3 clusters Score -2516556 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -2516568.500000 Penalty: 3318.386719
	Iteration 44Q: 3 clusters Score -2516568 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -2516591.250000 Penalty: 3318.386719
	Iteration 45Q: 3 clusters Score -2516591 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -2516603.750000 Penalty: 3318.386719
	Iteration 46Q: 3 clusters Score -2516604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -2516610.000000 Penalty: 3318.386719
	Iteration 47Q: 3 clusters Score -2516610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -2516619.750000 Penalty: 3318.386719
	Iteration 48Q: 3 clusters Score -2516620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -2516627.000000 Penalty: 3318.386719
	Iteration 49Q: 3 clusters Score -2516627 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -2516637.500000 Penalty: 3318.386719
	Iteration 50Q: 3 clusters Score -2516638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -2516645.750000 Penalty: 3318.386719
	Iteration 51Q: 3 clusters Score -2516646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -2516648.000000 Penalty: 3318.386719
	Iteration 52Q: 3 clusters Score -2516648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -2516653.250000 Penalty: 3318.386719
	Iteration 53Q: 3 clusters Score -2516653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -2516658.000000 Penalty: 3318.386719
	Iteration 54Q: 3 clusters Score -2516658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -2516658.750000 Penalty: 3318.386719
	Iteration 55Q: 3 clusters Score -2516659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -2516665.750000 Penalty: 3318.386719
	Iteration 56Q: 3 clusters Score -2516666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -2516676.500000 Penalty: 3318.386719
	Iteration 57Q: 3 clusters Score -2516676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -2516676.000000 Penalty: 3318.386719
	Iteration 58Q: 3 clusters Score -2516676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -2516672.250000 Penalty: 3318.386719
	Iteration 59Q: 3 clusters Score -2516672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -2516680.500000 Penalty: 3318.386719
	Iteration 60F: 3 clusters Score -2516680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -2516678.250000 Penalty: 3318.386719
	Iteration 61Q: 3 clusters Score -2516678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -2516681.500000 Penalty: 3318.386719
	Iteration 62Q: 3 clusters Score -2516682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -2516683.500000 Penalty: 3318.386719
	Iteration 63Q: 3 clusters Score -2516684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -2516691.250000 Penalty: 3318.386719
	Iteration 64Q: 3 clusters Score -2516691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -2516693.500000 Penalty: 3318.386719
	Iteration 65Q: 3 clusters Score -2516694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -2516697.750000 Penalty: 3318.386719
	Iteration 66Q: 3 clusters Score -2516698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -2516703.000000 Penalty: 3318.386719
	Iteration 67Q: 3 clusters Score -2516703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -2516701.500000 Penalty: 3318.386719
	Iteration 68Q: 3 clusters Score -2516702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -2516702.500000 Penalty: 3318.386719
	Iteration 69Q: 3 clusters Score -2516702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -2516702.750000 Penalty: 3318.386719
	Iteration 70Q: 3 clusters Score -2516703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -2516705.250000 Penalty: 3318.386719
	Iteration 71Q: 3 clusters Score -2516705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -2516710.250000 Penalty: 3318.386719
	Iteration 72Q: 3 clusters Score -2516710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -2516711.000000 Penalty: 3318.386719
	Iteration 73Q: 3 clusters Score -2516711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -2516718.500000 Penalty: 3318.386719
	Iteration 74Q: 3 clusters Score -2516718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -2516722.500000 Penalty: 3318.386719
	Iteration 75Q: 3 clusters Score -2516722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -2516723.000000 Penalty: 3318.386719
	Iteration 76Q: 3 clusters Score -2516723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -2516722.750000 Penalty: 3318.386719
	Iteration 77Q: 3 clusters Score -2516723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -2516722.750000 Penalty: 3318.386719
	Iteration 78Q: 3 clusters Score -2516723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -2516724.250000 Penalty: 3318.386719
	Iteration 79Q: 3 clusters Score -2516724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -2516727.250000 Penalty: 3318.386719
	Iteration 80F: 3 clusters Score -2516727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -2516725.500000 Penalty: 3318.386719
	Iteration 81Q: 3 clusters Score -2516726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -2516729.000000 Penalty: 3318.386719
	Iteration 82Q: 3 clusters Score -2516729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -2516729.000000 Penalty: 3318.386719
	Iteration 83F: 3 clusters Score -2516729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Entering Unmasked Estep 
Score: -895118.000000 Penalty: 1511.442627
	Iteration 0F: 2 clusters Score -895118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -887434.687500 Penalty: 3022.885254
	Iteration 0F: 3 clusters Score -887434.7 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -890388.437500 Penalty: 3022.885254
	Iteration 1F: 3 clusters Score -890388.4 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -891151.062500 Penalty: 3022.885254
	Iteration 2F: 3 clusters Score -891151.1 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -891908.750000 Penalty: 3022.885254
	Iteration 3F: 3 clusters Score -891908.8 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -892532.750000 Penalty: 3022.885254
	Iteration 4F: 3 clusters Score -892532.8 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -893014.687500 Penalty: 3022.885254
	Iteration 5F: 3 clusters Score -893014.7 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -893421.187500 Penalty: 3022.885254
	Iteration 6Q: 3 clusters Score -893421.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -893700.937500 Penalty: 3022.885254
	Iteration 7Q: 3 clusters Score -893700.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -893887.187500 Penalty: 3022.885254
	Iteration 8Q: 3 clusters Score -893887.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -894038.625000 Penalty: 3022.885254
	Iteration 9Q: 3 clusters Score -894038.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -894121.812500 Penalty: 3022.885254
	Iteration 10Q: 3 clusters Score -894121.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -894177.250000 Penalty: 3022.885254
	Iteration 11Q: 3 clusters Score -894177.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -894230.000000 Penalty: 3022.885254
	Iteration 12Q: 3 clusters Score -894230 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -894274.687500 Penalty: 3022.885254
	Iteration 13Q: 3 clusters Score -894274.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -894308.312500 Penalty: 3022.885254
	Iteration 14Q: 3 clusters Score -894308.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -894334.000000 Penalty: 3022.885254
	Iteration 15Q: 3 clusters Score -894334 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -894358.875000 Penalty: 3022.885254
	Iteration 16Q: 3 clusters Score -894358.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -894383.500000 Penalty: 3022.885254
	Iteration 17Q: 3 clusters Score -894383.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -894412.125000 Penalty: 3022.885254
	Iteration 18Q: 3 clusters Score -894412.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -894445.625000 Penalty: 3022.885254
	Iteration 19Q: 3 clusters Score -894445.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -894475.750000 Penalty: 3022.885254
	Iteration 20F: 3 clusters Score -894475.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -894498.000000 Penalty: 3022.885254
	Iteration 21Q: 3 clusters Score -894498 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -894515.437500 Penalty: 3022.885254
	Iteration 22Q: 3 clusters Score -894515.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -894527.875000 Penalty: 3022.885254
	Iteration 23Q: 3 clusters Score -894527.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -894539.875000 Penalty: 3022.885254
	Iteration 24Q: 3 clusters Score -894539.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -894548.750000 Penalty: 3022.885254
	Iteration 25Q: 3 clusters Score -894548.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -894555.000000 Penalty: 3022.885254
	Iteration 26Q: 3 clusters Score -894555 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -894567.125000 Penalty: 3022.885254
	Iteration 27Q: 3 clusters Score -894567.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -894574.000000 Penalty: 3022.885254
	Iteration 28Q: 3 clusters Score -894574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -894576.750000 Penalty: 3022.885254
	Iteration 29Q: 3 clusters Score -894576.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -894583.875000 Penalty: 3022.885254
	Iteration 30Q: 3 clusters Score -894583.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -894587.375000 Penalty: 3022.885254
	Iteration 31Q: 3 clusters Score -894587.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -894595.500000 Penalty: 3022.885254
	Iteration 32Q: 3 clusters Score -894595.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -894602.125000 Penalty: 3022.885254
	Iteration 33Q: 3 clusters Score -894602.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -894604.812500 Penalty: 3022.885254
	Iteration 34Q: 3 clusters Score -894604.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -894605.375000 Penalty: 3022.885254
	Iteration 35Q: 3 clusters Score -894605.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -894611.125000 Penalty: 3022.885254
	Iteration 36Q: 3 clusters Score -894611.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -894609.000000 Penalty: 3022.885254
	Iteration 37Q: 3 clusters Score -894609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -894610.875000 Penalty: 3022.885254
	Iteration 38Q: 3 clusters Score -894610.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -894614.125000 Penalty: 3022.885254
	Iteration 39Q: 3 clusters Score -894614.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -894614.250000 Penalty: 3022.885254
	Iteration 40F: 3 clusters Score -894614.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -894614.750000 Penalty: 3022.885254
	Iteration 41Q: 3 clusters Score -894614.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -894616.750000 Penalty: 3022.885254
	Iteration 42Q: 3 clusters Score -894616.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -894618.375000 Penalty: 3022.885254
	Iteration 43Q: 3 clusters Score -894618.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -894620.437500 Penalty: 3022.885254
	Iteration 44Q: 3 clusters Score -894620.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -894622.812500 Penalty: 3022.885254
	Iteration 45Q: 3 clusters Score -894622.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -894622.187500 Penalty: 3022.885254
	Iteration 46Q: 3 clusters Score -894622.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -894623.250000 Penalty: 3022.885254
	Iteration 47Q: 3 clusters Score -894623.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -894620.562500 Penalty: 3022.885254
	Iteration 48Q: 3 clusters Score -894620.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -894620.687500 Penalty: 3022.885254
	Iteration 49Q: 3 clusters Score -894620.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -894621.687500 Penalty: 3022.885254
	Iteration 50Q: 3 clusters Score -894621.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -894621.187500 Penalty: 3022.885254
	Iteration 51Q: 3 clusters Score -894621.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -894622.125000 Penalty: 3022.885254
	Iteration 52Q: 3 clusters Score -894622.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -894622.750000 Penalty: 3022.885254
	Iteration 53Q: 3 clusters Score -894622.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -894622.750000 Penalty: 3022.885254
	Iteration 54F: 3 clusters Score -894622.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Entering Unmasked Estep 
Score: -282097.468750 Penalty: 1315.881226
	Iteration 0F: 2 clusters Score -282097.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -279200.156250 Penalty: 2631.762451
	Iteration 0F: 3 clusters Score -279200.2 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -280043.187500 Penalty: 2631.762451
	Iteration 1F: 3 clusters Score -280043.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -280426.875000 Penalty: 2631.762451
	Iteration 2F: 3 clusters Score -280426.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -280852.218750 Penalty: 2631.762451
	Iteration 3F: 3 clusters Score -280852.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -281120.843750 Penalty: 2631.762451
	Iteration 4F: 3 clusters Score -281120.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -281296.718750 Penalty: 2631.762451
	Iteration 5F: 3 clusters Score -281296.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -281429.375000 Penalty: 2631.762451
	Iteration 6Q: 3 clusters Score -281429.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -281534.906250 Penalty: 2631.762451
	Iteration 7Q: 3 clusters Score -281534.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -281615.500000 Penalty: 2631.762451
	Iteration 8Q: 3 clusters Score -281615.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -281674.968750 Penalty: 2631.762451
	Iteration 9Q: 3 clusters Score -281675 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -281720.468750 Penalty: 2631.762451
	Iteration 10Q: 3 clusters Score -281720.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -281746.781250 Penalty: 2631.762451
	Iteration 11Q: 3 clusters Score -281746.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -281764.343750 Penalty: 2631.762451
	Iteration 12Q: 3 clusters Score -281764.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -281780.031250 Penalty: 2631.762451
	Iteration 13Q: 3 clusters Score -281780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -281803.937500 Penalty: 2631.762451
	Iteration 14Q: 3 clusters Score -281803.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -281836.468750 Penalty: 2631.762451
	Iteration 15Q: 3 clusters Score -281836.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -281856.968750 Penalty: 2631.762451
	Iteration 16Q: 3 clusters Score -281857 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -281873.656250 Penalty: 2631.762451
	Iteration 17Q: 3 clusters Score -281873.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -281887.531250 Penalty: 2631.762451
	Iteration 18Q: 3 clusters Score -281887.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -281906.187500 Penalty: 2631.762451
	Iteration 19Q: 3 clusters Score -281906.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -281921.968750 Penalty: 2631.762451
	Iteration 20F: 3 clusters Score -281922 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -281939.500000 Penalty: 2631.762451
	Iteration 21Q: 3 clusters Score -281939.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -281963.062500 Penalty: 2631.762451
	Iteration 22Q: 3 clusters Score -281963.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -281978.218750 Penalty: 2631.762451
	Iteration 23Q: 3 clusters Score -281978.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -281991.062500 Penalty: 2631.762451
	Iteration 24Q: 3 clusters Score -281991.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -282003.062500 Penalty: 2631.762451
	Iteration 25Q: 3 clusters Score -282003.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -282008.062500 Penalty: 2631.762451
	Iteration 26Q: 3 clusters Score -282008.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -282010.718750 Penalty: 2631.762451
	Iteration 27Q: 3 clusters Score -282010.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -282015.437500 Penalty: 2631.762451
	Iteration 28Q: 3 clusters Score -282015.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -282022.031250 Penalty: 2631.762451
	Iteration 29Q: 3 clusters Score -282022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -282026.843750 Penalty: 2631.762451
	Iteration 30Q: 3 clusters Score -282026.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -282029.687500 Penalty: 2631.762451
	Iteration 31Q: 3 clusters Score -282029.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -282032.500000 Penalty: 2631.762451
	Iteration 32Q: 3 clusters Score -282032.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -282033.875000 Penalty: 2631.762451
	Iteration 33Q: 3 clusters Score -282033.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -282035.000000 Penalty: 2631.762451
	Iteration 34Q: 3 clusters Score -282035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -282036.687500 Penalty: 2631.762451
	Iteration 35Q: 3 clusters Score -282036.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -282037.875000 Penalty: 2631.762451
	Iteration 36Q: 3 clusters Score -282037.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -282040.500000 Penalty: 2631.762451
	Iteration 37Q: 3 clusters Score -282040.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -282041.718750 Penalty: 2631.762451
	Iteration 38Q: 3 clusters Score -282041.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -282044.375000 Penalty: 2631.762451
	Iteration 39Q: 3 clusters Score -282044.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -282045.500000 Penalty: 2631.762451
	Iteration 40F: 3 clusters Score -282045.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -282046.625000 Penalty: 2631.762451
	Iteration 41Q: 3 clusters Score -282046.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -282047.468750 Penalty: 2631.762451
	Iteration 42Q: 3 clusters Score -282047.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -282047.312500 Penalty: 2631.762451
	Iteration 43Q: 3 clusters Score -282047.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -282048.031250 Penalty: 2631.762451
	Iteration 44Q: 3 clusters Score -282048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -282049.187500 Penalty: 2631.762451
	Iteration 45Q: 3 clusters Score -282049.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -282049.718750 Penalty: 2631.762451
	Iteration 46Q: 3 clusters Score -282049.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -282050.281250 Penalty: 2631.762451
	Iteration 47Q: 3 clusters Score -282050.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -282052.500000 Penalty: 2631.762451
	Iteration 48Q: 3 clusters Score -282052.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -282055.406250 Penalty: 2631.762451
	Iteration 49Q: 3 clusters Score -282055.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -282060.312500 Penalty: 2631.762451
	Iteration 50Q: 3 clusters Score -282060.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -282066.406250 Penalty: 2631.762451
	Iteration 51Q: 3 clusters Score -282066.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -282071.750000 Penalty: 2631.762451
	Iteration 52Q: 3 clusters Score -282071.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -282076.843750 Penalty: 2631.762451
	Iteration 53Q: 3 clusters Score -282076.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -282083.781250 Penalty: 2631.762451
	Iteration 54Q: 3 clusters Score -282083.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -282090.687500 Penalty: 2631.762451
	Iteration 55Q: 3 clusters Score -282090.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -282096.968750 Penalty: 2631.762451
	Iteration 56Q: 3 clusters Score -282097 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -282105.125000 Penalty: 2631.762451
	Iteration 57Q: 3 clusters Score -282105.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -282111.687500 Penalty: 2631.762451
	Iteration 58Q: 3 clusters Score -282111.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -282120.406250 Penalty: 2631.762451
	Iteration 59Q: 3 clusters Score -282120.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -282132.937500 Penalty: 2631.762451
	Iteration 60F: 3 clusters Score -282132.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -282144.937500 Penalty: 2631.762451
	Iteration 61Q: 3 clusters Score -282144.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -282158.750000 Penalty: 2631.762451
	Iteration 62Q: 3 clusters Score -282158.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -282174.250000 Penalty: 2631.762451
	Iteration 63Q: 3 clusters Score -282174.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -282192.937500 Penalty: 2631.762451
	Iteration 64Q: 3 clusters Score -282192.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -282211.843750 Penalty: 2631.762451
	Iteration 65Q: 3 clusters Score -282211.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -282224.906250 Penalty: 2631.762451
	Iteration 66Q: 3 clusters Score -282224.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -282234.718750 Penalty: 2631.762451
	Iteration 67Q: 3 clusters Score -282234.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -282244.343750 Penalty: 2631.762451
	Iteration 68Q: 3 clusters Score -282244.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -282249.000000 Penalty: 2631.762451
	Iteration 69Q: 3 clusters Score -282249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -282251.781250 Penalty: 2631.762451
	Iteration 70Q: 3 clusters Score -282251.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -282252.750000 Penalty: 2631.762451
	Iteration 71Q: 3 clusters Score -282252.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -282253.125000 Penalty: 2631.762451
	Iteration 72Q: 3 clusters Score -282253.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -282254.125000 Penalty: 2631.762451
	Iteration 73Q: 3 clusters Score -282254.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -282254.937500 Penalty: 2631.762451
	Iteration 74Q: 3 clusters Score -282254.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -282255.375000 Penalty: 2631.762451
	Iteration 75Q: 3 clusters Score -282255.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -282255.343750 Penalty: 2631.762451
	Iteration 76Q: 3 clusters Score -282255.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -282255.343750 Penalty: 2631.762451
	Iteration 77F: 3 clusters Score -282255.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27185 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 1871 members 
Mstep: Class 6 contains 115300 members 
Mstep: Class 7 contains 124356 members 
Mstep: Class 8 contains 27384 members 
Mstep: Class 9 contains 63805 members 
Mstep: Class 10 contains 15253 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 59745 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40010 members 
Mstep: Class 17 contains 6219 members 
Mstep: Class 18 contains 59433 members 
Mstep: Class 19 contains 6150 members 
Mstep: Class 20 contains 13038 members 
Mstep: Class 21 contains 13636 members 
Mstep: Class 22 contains 6875 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10482 members 
Mstep: Class 26 contains 19243 members 
Mstep: Class 27 contains 73384 members 
Mstep: Class 28 contains 1213 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3362 members 
Mstep: Class 33 contains 7894 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7196 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8973 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1974 members 
Mstep: Class 40 contains 12554 members 
Mstep: Class 41 contains 6831 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41110 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81114 members 
Mstep: Class 51 contains 1416 members 
Entering Unmasked Estep 
Score: -84474712.000000 Penalty: 114143.289062
Splitting cluster 5 changes total score from -84475544.000000 to -84474712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (115300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115300 members 
Entering Unmasked Estep 
Score: -10602855.000000 Penalty: 1893.984985
	Iteration 0F: 2 clusters Score -1.060286e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57604 members 
Mstep: Class 2 contains 57696 members 
Entering Unmasked Estep 
Score: -10525594.000000 Penalty: 3787.969971
	Iteration 0F: 3 clusters Score -1.052559e+07 nChanged 55342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57652 members 
Mstep: Class 2 contains 57648 members 
Entering Unmasked Estep 
Score: -10557538.000000 Penalty: 3787.969971
	Iteration 1F: 3 clusters Score -1.055754e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57542 members 
Mstep: Class 2 contains 57758 members 
Entering Unmasked Estep 
Score: -10558078.000000 Penalty: 3787.969971
	Iteration 2Q: 3 clusters Score -1.055808e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57301 members 
Mstep: Class 2 contains 57999 members 
Entering Unmasked Estep 
Score: -10558570.000000 Penalty: 3787.969971
	Iteration 3Q: 3 clusters Score -1.055857e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56961 members 
Mstep: Class 2 contains 58339 members 
Entering Unmasked Estep 
Score: -10559066.000000 Penalty: 3787.969971
	Iteration 4Q: 3 clusters Score -1.055907e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56404 members 
Mstep: Class 2 contains 58896 members 
Entering Unmasked Estep 
Score: -10559710.000000 Penalty: 3787.969971
	Iteration 5Q: 3 clusters Score -1.055971e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55613 members 
Mstep: Class 2 contains 59687 members 
Entering Unmasked Estep 
Score: -10560462.000000 Penalty: 3787.969971
	Iteration 6Q: 3 clusters Score -1.056046e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54437 members 
Mstep: Class 2 contains 60863 members 
Entering Unmasked Estep 
Score: -10561324.000000 Penalty: 3787.969971
	Iteration 7Q: 3 clusters Score -1.056132e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52611 members 
Mstep: Class 2 contains 62689 members 
Entering Unmasked Estep 
Score: -10562463.000000 Penalty: 3787.969971
	Iteration 8Q: 3 clusters Score -1.056246e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50027 members 
Mstep: Class 2 contains 65273 members 
Entering Unmasked Estep 
Score: -10564347.000000 Penalty: 3787.969971
	Iteration 9Q: 3 clusters Score -1.056435e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46544 members 
Mstep: Class 2 contains 68756 members 
Entering Unmasked Estep 
Score: -10567263.000000 Penalty: 3787.969971
	Iteration 10Q: 3 clusters Score -1.056726e+07 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 73156 members 
Entering Unmasked Estep 
Score: -10571721.000000 Penalty: 3787.969971
	Iteration 11F: 3 clusters Score -1.057172e+07 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 77875 members 
Entering Unmasked Estep 
Score: -10577129.000000 Penalty: 3787.969971
	Iteration 12F: 3 clusters Score -1.057713e+07 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 81920 members 
Entering Unmasked Estep 
Score: -10582137.000000 Penalty: 3787.969971
	Iteration 13F: 3 clusters Score -1.058214e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 85034 members 
Entering Unmasked Estep 
Score: -10585428.000000 Penalty: 3787.969971
	Iteration 14Q: 3 clusters Score -1.058543e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 87478 members 
Entering Unmasked Estep 
Score: -10587254.000000 Penalty: 3787.969971
	Iteration 15Q: 3 clusters Score -1.058725e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 89637 members 
Entering Unmasked Estep 
Score: -10588357.000000 Penalty: 3787.969971
	Iteration 16Q: 3 clusters Score -1.058836e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 91670 members 
Entering Unmasked Estep 
Score: -10589276.000000 Penalty: 3787.969971
	Iteration 17Q: 3 clusters Score -1.058928e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 93703 members 
Entering Unmasked Estep 
Score: -10590173.000000 Penalty: 3787.969971
	Iteration 18Q: 3 clusters Score -1.059017e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 95690 members 
Entering Unmasked Estep 
Score: -10590950.000000 Penalty: 3787.969971
	Iteration 19Q: 3 clusters Score -1.059095e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 97723 members 
Entering Unmasked Estep 
Score: -10591911.000000 Penalty: 3787.969971
	Iteration 20F: 3 clusters Score -1.059191e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 99683 members 
Entering Unmasked Estep 
Score: -10592849.000000 Penalty: 3787.969971
	Iteration 21Q: 3 clusters Score -1.059285e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 101664 members 
Entering Unmasked Estep 
Score: -10593886.000000 Penalty: 3787.969971
	Iteration 22Q: 3 clusters Score -1.059389e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 103560 members 
Entering Unmasked Estep 
Score: -10594785.000000 Penalty: 3787.969971
	Iteration 23Q: 3 clusters Score -1.059478e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 105357 members 
Entering Unmasked Estep 
Score: -10595704.000000 Penalty: 3787.969971
	Iteration 24Q: 3 clusters Score -1.05957e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 107047 members 
Entering Unmasked Estep 
Score: -10596563.000000 Penalty: 3787.969971
	Iteration 25Q: 3 clusters Score -1.059656e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 108543 members 
Entering Unmasked Estep 
Score: -10597357.000000 Penalty: 3787.969971
	Iteration 26Q: 3 clusters Score -1.059736e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 109914 members 
Entering Unmasked Estep 
Score: -10598155.000000 Penalty: 3787.969971
	Iteration 27Q: 3 clusters Score -1.059816e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 111082 members 
Entering Unmasked Estep 
Score: -10598838.000000 Penalty: 3787.969971
	Iteration 28Q: 3 clusters Score -1.059884e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 112023 members 
Entering Unmasked Estep 
Score: -10599399.000000 Penalty: 3787.969971
	Iteration 29Q: 3 clusters Score -1.05994e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 112731 members 
Entering Unmasked Estep 
Score: -10599804.000000 Penalty: 3787.969971
	Iteration 30Q: 3 clusters Score -1.05998e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 113319 members 
Entering Unmasked Estep 
Score: -10600191.000000 Penalty: 3787.969971
	Iteration 31Q: 3 clusters Score -1.060019e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 113779 members 
Entering Unmasked Estep 
Score: -10600464.000000 Penalty: 3787.969971
	Iteration 32Q: 3 clusters Score -1.060046e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 114121 members 
Entering Unmasked Estep 
Score: -10600643.000000 Penalty: 3787.969971
	Iteration 33Q: 3 clusters Score -1.060064e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 114368 members 
Entering Unmasked Estep 
Score: -10600784.000000 Penalty: 3787.969971
	Iteration 34Q: 3 clusters Score -1.060078e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 114519 members 
Entering Unmasked Estep 
Score: -10600857.000000 Penalty: 3787.969971
	Iteration 35Q: 3 clusters Score -1.060086e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 114627 members 
Entering Unmasked Estep 
Score: -10600925.000000 Penalty: 3787.969971
	Iteration 36Q: 3 clusters Score -1.060092e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 114712 members 
Entering Unmasked Estep 
Score: -10600966.000000 Penalty: 3787.969971
	Iteration 37Q: 3 clusters Score -1.060097e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 114777 members 
Entering Unmasked Estep 
Score: -10601016.000000 Penalty: 3787.969971
	Iteration 38Q: 3 clusters Score -1.060102e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 114831 members 
Entering Unmasked Estep 
Score: -10601053.000000 Penalty: 3787.969971
	Iteration 39Q: 3 clusters Score -1.060105e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 114858 members 
Entering Unmasked Estep 
Score: -10601073.000000 Penalty: 3787.969971
	Iteration 40F: 3 clusters Score -1.060107e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 114878 members 
Entering Unmasked Estep 
Score: -10601095.000000 Penalty: 3787.969971
	Iteration 41Q: 3 clusters Score -1.06011e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 114890 members 
Entering Unmasked Estep 
Score: -10601108.000000 Penalty: 3787.969971
	Iteration 42Q: 3 clusters Score -1.060111e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 114900 members 
Entering Unmasked Estep 
Score: -10601120.000000 Penalty: 3787.969971
	Iteration 43Q: 3 clusters Score -1.060112e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 114912 members 
Entering Unmasked Estep 
Score: -10601138.000000 Penalty: 3787.969971
	Iteration 44Q: 3 clusters Score -1.060114e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 114922 members 
Entering Unmasked Estep 
Score: -10601158.000000 Penalty: 3787.969971
	Iteration 45Q: 3 clusters Score -1.060116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 114928 members 
Entering Unmasked Estep 
Score: -10601160.000000 Penalty: 3787.969971
	Iteration 46Q: 3 clusters Score -1.060116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 114933 members 
Entering Unmasked Estep 
Score: -10601164.000000 Penalty: 3787.969971
	Iteration 47Q: 3 clusters Score -1.060116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 114937 members 
Entering Unmasked Estep 
Score: -10601171.000000 Penalty: 3787.969971
	Iteration 48Q: 3 clusters Score -1.060117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 114938 members 
Entering Unmasked Estep 
Score: -10601167.000000 Penalty: 3787.969971
	Iteration 49Q: 3 clusters Score -1.060117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 114939 members 
Entering Unmasked Estep 
Score: -10601167.000000 Penalty: 3787.969971
	Iteration 50Q: 3 clusters Score -1.060117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 114938 members 
Entering Unmasked Estep 
Score: -10601166.000000 Penalty: 3787.969971
	Iteration 51Q: 3 clusters Score -1.060117e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 114938 members 
Entering Unmasked Estep 
Score: -10601166.000000 Penalty: 3787.969971
	Iteration 52F: 3 clusters Score -1.060117e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (124356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124356 members 
Entering Unmasked Estep 
Score: -11790033.000000 Penalty: 1906.271851
	Iteration 0F: 2 clusters Score -1.179003e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62422 members 
Mstep: Class 2 contains 61934 members 
Entering Unmasked Estep 
Score: -11706974.000000 Penalty: 3812.543701
	Iteration 0F: 3 clusters Score -1.170697e+07 nChanged 59753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62625 members 
Mstep: Class 2 contains 61731 members 
Entering Unmasked Estep 
Score: -11743148.000000 Penalty: 3812.543701
	Iteration 1F: 3 clusters Score -1.174315e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62748 members 
Mstep: Class 2 contains 61608 members 
Entering Unmasked Estep 
Score: -11744673.000000 Penalty: 3812.543701
	Iteration 2Q: 3 clusters Score -1.174467e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62997 members 
Mstep: Class 2 contains 61359 members 
Entering Unmasked Estep 
Score: -11746628.000000 Penalty: 3812.543701
	Iteration 3Q: 3 clusters Score -1.174663e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63364 members 
Mstep: Class 2 contains 60992 members 
Entering Unmasked Estep 
Score: -11749041.000000 Penalty: 3812.543701
	Iteration 4Q: 3 clusters Score -1.174904e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63977 members 
Mstep: Class 2 contains 60379 members 
Entering Unmasked Estep 
Score: -11751521.000000 Penalty: 3812.543701
	Iteration 5Q: 3 clusters Score -1.175152e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65017 members 
Mstep: Class 2 contains 59339 members 
Entering Unmasked Estep 
Score: -11754454.000000 Penalty: 3812.543701
	Iteration 6Q: 3 clusters Score -1.175445e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66489 members 
Mstep: Class 2 contains 57867 members 
Entering Unmasked Estep 
Score: -11757482.000000 Penalty: 3812.543701
	Iteration 7F: 3 clusters Score -1.175748e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68428 members 
Mstep: Class 2 contains 55928 members 
Entering Unmasked Estep 
Score: -11760688.000000 Penalty: 3812.543701
	Iteration 8Q: 3 clusters Score -1.176069e+07 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70948 members 
Mstep: Class 2 contains 53408 members 
Entering Unmasked Estep 
Score: -11764002.000000 Penalty: 3812.543701
	Iteration 9Q: 3 clusters Score -1.1764e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73658 members 
Mstep: Class 2 contains 50698 members 
Entering Unmasked Estep 
Score: -11767037.000000 Penalty: 3812.543701
	Iteration 10Q: 3 clusters Score -1.176704e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76348 members 
Mstep: Class 2 contains 48008 members 
Entering Unmasked Estep 
Score: -11769219.000000 Penalty: 3812.543701
	Iteration 11Q: 3 clusters Score -1.176922e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79087 members 
Mstep: Class 2 contains 45269 members 
Entering Unmasked Estep 
Score: -11770619.000000 Penalty: 3812.543701
	Iteration 12Q: 3 clusters Score -1.177062e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81807 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -11771673.000000 Penalty: 3812.543701
	Iteration 13Q: 3 clusters Score -1.177167e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84576 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -11772555.000000 Penalty: 3812.543701
	Iteration 14Q: 3 clusters Score -1.177256e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87476 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -11773379.000000 Penalty: 3812.543701
	Iteration 15Q: 3 clusters Score -1.177338e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90570 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -11774404.000000 Penalty: 3812.543701
	Iteration 16Q: 3 clusters Score -1.17744e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93889 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -11775371.000000 Penalty: 3812.543701
	Iteration 17Q: 3 clusters Score -1.177537e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97337 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -11776444.000000 Penalty: 3812.543701
	Iteration 18Q: 3 clusters Score -1.177644e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101082 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -11777851.000000 Penalty: 3812.543701
	Iteration 19Q: 3 clusters Score -1.177785e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104890 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -11779417.000000 Penalty: 3812.543701
	Iteration 20F: 3 clusters Score -1.177942e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108493 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -11781076.000000 Penalty: 3812.543701
	Iteration 21Q: 3 clusters Score -1.178108e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111917 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -11782713.000000 Penalty: 3812.543701
	Iteration 22Q: 3 clusters Score -1.178271e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114814 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -11784150.000000 Penalty: 3812.543701
	Iteration 23Q: 3 clusters Score -1.178415e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117207 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -11785265.000000 Penalty: 3812.543701
	Iteration 24Q: 3 clusters Score -1.178526e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119112 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -11786166.000000 Penalty: 3812.543701
	Iteration 25Q: 3 clusters Score -1.178617e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120457 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -11786845.000000 Penalty: 3812.543701
	Iteration 26Q: 3 clusters Score -1.178684e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121475 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -11787339.000000 Penalty: 3812.543701
	Iteration 27Q: 3 clusters Score -1.178734e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122161 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -11787646.000000 Penalty: 3812.543701
	Iteration 28Q: 3 clusters Score -1.178765e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122608 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -11787874.000000 Penalty: 3812.543701
	Iteration 29Q: 3 clusters Score -1.178787e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122908 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -11788015.000000 Penalty: 3812.543701
	Iteration 30Q: 3 clusters Score -1.178802e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123098 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -11788104.000000 Penalty: 3812.543701
	Iteration 31Q: 3 clusters Score -1.17881e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123238 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -11788187.000000 Penalty: 3812.543701
	Iteration 32Q: 3 clusters Score -1.178819e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123356 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -11788230.000000 Penalty: 3812.543701
	Iteration 33Q: 3 clusters Score -1.178823e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123439 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -11788278.000000 Penalty: 3812.543701
	Iteration 34Q: 3 clusters Score -1.178828e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123506 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -11788306.000000 Penalty: 3812.543701
	Iteration 35Q: 3 clusters Score -1.178831e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123557 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -11788349.000000 Penalty: 3812.543701
	Iteration 36Q: 3 clusters Score -1.178835e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123598 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -11788361.000000 Penalty: 3812.543701
	Iteration 37Q: 3 clusters Score -1.178836e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123634 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -11788376.000000 Penalty: 3812.543701
	Iteration 38Q: 3 clusters Score -1.178838e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123662 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -11788379.000000 Penalty: 3812.543701
	Iteration 39Q: 3 clusters Score -1.178838e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123678 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -11788407.000000 Penalty: 3812.543701
	Iteration 40F: 3 clusters Score -1.178841e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123685 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -11788411.000000 Penalty: 3812.543701
	Iteration 41Q: 3 clusters Score -1.178841e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123688 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -11788413.000000 Penalty: 3812.543701
	Iteration 42Q: 3 clusters Score -1.178841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123692 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -11788417.000000 Penalty: 3812.543701
	Iteration 43Q: 3 clusters Score -1.178842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123697 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -11788415.000000 Penalty: 3812.543701
	Iteration 44Q: 3 clusters Score -1.178842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123700 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -11788422.000000 Penalty: 3812.543701
	Iteration 45Q: 3 clusters Score -1.178842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123702 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -11788417.000000 Penalty: 3812.543701
	Iteration 46Q: 3 clusters Score -1.178842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123702 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -11788417.000000 Penalty: 3812.543701
	Iteration 47Q: 3 clusters Score -1.178842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123704 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -11788419.000000 Penalty: 3812.543701
	Iteration 48Q: 3 clusters Score -1.178842e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123704 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -11788419.000000 Penalty: 3812.543701
	Iteration 49F: 3 clusters Score -1.178842e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (27384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Entering Unmasked Estep 
Score: -2265775.500000 Penalty: 1660.378540
	Iteration 0F: 2 clusters Score -2265776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -2247345.500000 Penalty: 3320.757080
	Iteration 0F: 3 clusters Score -2247346 nChanged 12462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2254132.250000 Penalty: 3320.757080
	Iteration 1F: 3 clusters Score -2254132 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -2254688.750000 Penalty: 3320.757080
	Iteration 2F: 3 clusters Score -2254689 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -2255305.250000 Penalty: 3320.757080
	Iteration 3F: 3 clusters Score -2255305 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2256040.250000 Penalty: 3320.757080
	Iteration 4F: 3 clusters Score -2256040 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2257005.250000 Penalty: 3320.757080
	Iteration 5F: 3 clusters Score -2257005 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -2258189.250000 Penalty: 3320.757080
	Iteration 6F: 3 clusters Score -2258189 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -2259542.000000 Penalty: 3320.757080
	Iteration 7F: 3 clusters Score -2259542 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -2260932.250000 Penalty: 3320.757080
	Iteration 8F: 3 clusters Score -2260932 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -2262100.250000 Penalty: 3320.757080
	Iteration 9Q: 3 clusters Score -2262100 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -2262976.250000 Penalty: 3320.757080
	Iteration 10Q: 3 clusters Score -2262976 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -2263587.250000 Penalty: 3320.757080
	Iteration 11Q: 3 clusters Score -2263587 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -2263977.750000 Penalty: 3320.757080
	Iteration 12Q: 3 clusters Score -2263978 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -2264228.250000 Penalty: 3320.757080
	Iteration 13Q: 3 clusters Score -2264228 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -2264380.500000 Penalty: 3320.757080
	Iteration 14Q: 3 clusters Score -2264380 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -2264488.750000 Penalty: 3320.757080
	Iteration 15Q: 3 clusters Score -2264489 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -2264582.000000 Penalty: 3320.757080
	Iteration 16Q: 3 clusters Score -2264582 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -2264671.750000 Penalty: 3320.757080
	Iteration 17Q: 3 clusters Score -2264672 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -2264738.500000 Penalty: 3320.757080
	Iteration 18Q: 3 clusters Score -2264738 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -2264794.500000 Penalty: 3320.757080
	Iteration 19Q: 3 clusters Score -2264794 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -2264825.750000 Penalty: 3320.757080
	Iteration 20F: 3 clusters Score -2264826 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -2264856.000000 Penalty: 3320.757080
	Iteration 21Q: 3 clusters Score -2264856 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -2264878.250000 Penalty: 3320.757080
	Iteration 22Q: 3 clusters Score -2264878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -2264887.750000 Penalty: 3320.757080
	Iteration 23Q: 3 clusters Score -2264888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -2264897.000000 Penalty: 3320.757080
	Iteration 24Q: 3 clusters Score -2264897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -2264917.000000 Penalty: 3320.757080
	Iteration 25Q: 3 clusters Score -2264917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -2264954.250000 Penalty: 3320.757080
	Iteration 26Q: 3 clusters Score -2264954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -2264988.500000 Penalty: 3320.757080
	Iteration 27Q: 3 clusters Score -2264988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -2265011.250000 Penalty: 3320.757080
	Iteration 28Q: 3 clusters Score -2265011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -2265029.250000 Penalty: 3320.757080
	Iteration 29Q: 3 clusters Score -2265029 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -2265057.250000 Penalty: 3320.757080
	Iteration 30Q: 3 clusters Score -2265057 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -2265078.500000 Penalty: 3320.757080
	Iteration 31Q: 3 clusters Score -2265078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -2265088.250000 Penalty: 3320.757080
	Iteration 32Q: 3 clusters Score -2265088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -2265089.750000 Penalty: 3320.757080
	Iteration 33Q: 3 clusters Score -2265090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -2265092.750000 Penalty: 3320.757080
	Iteration 34Q: 3 clusters Score -2265093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -2265093.000000 Penalty: 3320.757080
	Iteration 35Q: 3 clusters Score -2265093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -2265095.000000 Penalty: 3320.757080
	Iteration 36Q: 3 clusters Score -2265095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -2265095.000000 Penalty: 3320.757080
	Iteration 37F: 3 clusters Score -2265095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (63805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63805 members 
Entering Unmasked Estep 
Score: -5908592.000000 Penalty: 1797.832886
	Iteration 0F: 2 clusters Score -5908592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -5865862.500000 Penalty: 3595.665771
	Iteration 0F: 3 clusters Score -5865862 nChanged 30282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -5883080.000000 Penalty: 3595.665771
	Iteration 1F: 3 clusters Score -5883080 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -5883538.500000 Penalty: 3595.665771
	Iteration 2Q: 3 clusters Score -5883538 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -5884132.000000 Penalty: 3595.665771
	Iteration 3Q: 3 clusters Score -5884132 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -5884773.000000 Penalty: 3595.665771
	Iteration 4Q: 3 clusters Score -5884773 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -5885516.000000 Penalty: 3595.665771
	Iteration 5Q: 3 clusters Score -5885516 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -5886491.500000 Penalty: 3595.665771
	Iteration 6Q: 3 clusters Score -5886492 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -5887806.000000 Penalty: 3595.665771
	Iteration 7Q: 3 clusters Score -5887806 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -5889517.000000 Penalty: 3595.665771
	Iteration 8Q: 3 clusters Score -5889517 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -5891369.500000 Penalty: 3595.665771
	Iteration 9F: 3 clusters Score -5891370 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -5893346.000000 Penalty: 3595.665771
	Iteration 10F: 3 clusters Score -5893346 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -5895025.000000 Penalty: 3595.665771
	Iteration 11F: 3 clusters Score -5895025 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -5896293.500000 Penalty: 3595.665771
	Iteration 12Q: 3 clusters Score -5896294 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -5897090.500000 Penalty: 3595.665771
	Iteration 13Q: 3 clusters Score -5897090 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -5897671.000000 Penalty: 3595.665771
	Iteration 14Q: 3 clusters Score -5897671 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -5898146.000000 Penalty: 3595.665771
	Iteration 15Q: 3 clusters Score -5898146 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 43876 members 
Entering Unmasked Estep 
Score: -5898527.000000 Penalty: 3595.665771
	Iteration 16Q: 3 clusters Score -5898527 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -5898857.500000 Penalty: 3595.665771
	Iteration 17Q: 3 clusters Score -5898858 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 45761 members 
Entering Unmasked Estep 
Score: -5899189.500000 Penalty: 3595.665771
	Iteration 18Q: 3 clusters Score -5899190 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 46795 members 
Entering Unmasked Estep 
Score: -5899607.000000 Penalty: 3595.665771
	Iteration 19Q: 3 clusters Score -5899607 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 47840 members 
Entering Unmasked Estep 
Score: -5899989.500000 Penalty: 3595.665771
	Iteration 20F: 3 clusters Score -5899990 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
Score: -5900387.000000 Penalty: 3595.665771
	Iteration 21Q: 3 clusters Score -5900387 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 49984 members 
Entering Unmasked Estep 
Score: -5900823.000000 Penalty: 3595.665771
	Iteration 22Q: 3 clusters Score -5900823 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 51055 members 
Entering Unmasked Estep 
Score: -5901319.500000 Penalty: 3595.665771
	Iteration 23Q: 3 clusters Score -5901320 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 52201 members 
Entering Unmasked Estep 
Score: -5901820.000000 Penalty: 3595.665771
	Iteration 24Q: 3 clusters Score -5901820 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 53388 members 
Entering Unmasked Estep 
Score: -5902471.500000 Penalty: 3595.665771
	Iteration 25Q: 3 clusters Score -5902472 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 54617 members 
Entering Unmasked Estep 
Score: -5903082.000000 Penalty: 3595.665771
	Iteration 26Q: 3 clusters Score -5903082 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 55798 members 
Entering Unmasked Estep 
Score: -5903796.000000 Penalty: 3595.665771
	Iteration 27Q: 3 clusters Score -5903796 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 56947 members 
Entering Unmasked Estep 
Score: -5904522.000000 Penalty: 3595.665771
	Iteration 28Q: 3 clusters Score -5904522 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 57984 members 
Entering Unmasked Estep 
Score: -5905210.500000 Penalty: 3595.665771
	Iteration 29Q: 3 clusters Score -5905210 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 58865 members 
Entering Unmasked Estep 
Score: -5905755.500000 Penalty: 3595.665771
	Iteration 30Q: 3 clusters Score -5905756 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 59573 members 
Entering Unmasked Estep 
Score: -5906077.500000 Penalty: 3595.665771
	Iteration 31Q: 3 clusters Score -5906078 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 60135 members 
Entering Unmasked Estep 
Score: -5906404.500000 Penalty: 3595.665771
	Iteration 32Q: 3 clusters Score -5906404 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 60600 members 
Entering Unmasked Estep 
Score: -5906598.000000 Penalty: 3595.665771
	Iteration 33Q: 3 clusters Score -5906598 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 60957 members 
Entering Unmasked Estep 
Score: -5906762.000000 Penalty: 3595.665771
	Iteration 34Q: 3 clusters Score -5906762 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 61258 members 
Entering Unmasked Estep 
Score: -5906867.500000 Penalty: 3595.665771
	Iteration 35Q: 3 clusters Score -5906868 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 61477 members 
Entering Unmasked Estep 
Score: -5906959.000000 Penalty: 3595.665771
	Iteration 36Q: 3 clusters Score -5906959 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 61663 members 
Entering Unmasked Estep 
Score: -5907023.500000 Penalty: 3595.665771
	Iteration 37Q: 3 clusters Score -5907024 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 61804 members 
Entering Unmasked Estep 
Score: -5907067.000000 Penalty: 3595.665771
	Iteration 38Q: 3 clusters Score -5907067 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 61934 members 
Entering Unmasked Estep 
Score: -5907118.500000 Penalty: 3595.665771
	Iteration 39Q: 3 clusters Score -5907118 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 62047 members 
Entering Unmasked Estep 
Score: -5907144.500000 Penalty: 3595.665771
	Iteration 40F: 3 clusters Score -5907144 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 62148 members 
Entering Unmasked Estep 
Score: -5907176.000000 Penalty: 3595.665771
	Iteration 41Q: 3 clusters Score -5907176 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 62214 members 
Entering Unmasked Estep 
Score: -5907208.000000 Penalty: 3595.665771
	Iteration 42Q: 3 clusters Score -5907208 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 62273 members 
Entering Unmasked Estep 
Score: -5907228.500000 Penalty: 3595.665771
	Iteration 43Q: 3 clusters Score -5907228 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 62328 members 
Entering Unmasked Estep 
Score: -5907245.000000 Penalty: 3595.665771
	Iteration 44Q: 3 clusters Score -5907245 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 62375 members 
Entering Unmasked Estep 
Score: -5907266.500000 Penalty: 3595.665771
	Iteration 45Q: 3 clusters Score -5907266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 62410 members 
Entering Unmasked Estep 
Score: -5907277.000000 Penalty: 3595.665771
	Iteration 46Q: 3 clusters Score -5907277 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 62435 members 
Entering Unmasked Estep 
Score: -5907279.000000 Penalty: 3595.665771
	Iteration 47Q: 3 clusters Score -5907279 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 62460 members 
Entering Unmasked Estep 
Score: -5907282.500000 Penalty: 3595.665771
	Iteration 48Q: 3 clusters Score -5907282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 62476 members 
Entering Unmasked Estep 
Score: -5907289.000000 Penalty: 3595.665771
	Iteration 49Q: 3 clusters Score -5907289 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 62487 members 
Entering Unmasked Estep 
Score: -5907298.500000 Penalty: 3595.665771
	Iteration 50Q: 3 clusters Score -5907298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 62497 members 
Entering Unmasked Estep 
Score: -5907309.500000 Penalty: 3595.665771
	Iteration 51Q: 3 clusters Score -5907310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 62501 members 
Entering Unmasked Estep 
Score: -5907304.000000 Penalty: 3595.665771
	Iteration 52Q: 3 clusters Score -5907304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 62505 members 
Entering Unmasked Estep 
Score: -5907305.000000 Penalty: 3595.665771
	Iteration 53Q: 3 clusters Score -5907305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 62509 members 
Entering Unmasked Estep 
Score: -5907313.500000 Penalty: 3595.665771
	Iteration 54Q: 3 clusters Score -5907314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 62514 members 
Entering Unmasked Estep 
Score: -5907305.000000 Penalty: 3595.665771
	Iteration 55Q: 3 clusters Score -5907305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 62522 members 
Entering Unmasked Estep 
Score: -5907302.000000 Penalty: 3595.665771
	Iteration 56Q: 3 clusters Score -5907302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 62528 members 
Entering Unmasked Estep 
Score: -5907302.000000 Penalty: 3595.665771
	Iteration 57Q: 3 clusters Score -5907302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 62530 members 
Entering Unmasked Estep 
Score: -5907306.500000 Penalty: 3595.665771
	Iteration 58Q: 3 clusters Score -5907306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 62534 members 
Entering Unmasked Estep 
Score: -5907296.500000 Penalty: 3595.665771
	Iteration 59Q: 3 clusters Score -5907296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 62539 members 
Entering Unmasked Estep 
Score: -5907297.500000 Penalty: 3595.665771
	Iteration 60F: 3 clusters Score -5907298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 62542 members 
Entering Unmasked Estep 
Score: -5907302.000000 Penalty: 3595.665771
	Iteration 61Q: 3 clusters Score -5907302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 62546 members 
Entering Unmasked Estep 
Score: -5907304.500000 Penalty: 3595.665771
	Iteration 62Q: 3 clusters Score -5907304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 62550 members 
Entering Unmasked Estep 
Score: -5907307.500000 Penalty: 3595.665771
	Iteration 63Q: 3 clusters Score -5907308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 62553 members 
Entering Unmasked Estep 
Score: -5907318.500000 Penalty: 3595.665771
	Iteration 64Q: 3 clusters Score -5907318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 62554 members 
Entering Unmasked Estep 
Score: -5907314.500000 Penalty: 3595.665771
	Iteration 65Q: 3 clusters Score -5907314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 62555 members 
Entering Unmasked Estep 
Score: -5907310.500000 Penalty: 3595.665771
	Iteration 66Q: 3 clusters Score -5907310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 62560 members 
Entering Unmasked Estep 
Score: -5907310.000000 Penalty: 3595.665771
	Iteration 67Q: 3 clusters Score -5907310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 62563 members 
Entering Unmasked Estep 
Score: -5907315.500000 Penalty: 3595.665771
	Iteration 68Q: 3 clusters Score -5907316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 62567 members 
Entering Unmasked Estep 
Score: -5907318.500000 Penalty: 3595.665771
	Iteration 69Q: 3 clusters Score -5907318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 62573 members 
Entering Unmasked Estep 
Score: -5907313.000000 Penalty: 3595.665771
	Iteration 70Q: 3 clusters Score -5907313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 62578 members 
Entering Unmasked Estep 
Score: -5907324.000000 Penalty: 3595.665771
	Iteration 71Q: 3 clusters Score -5907324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 62581 members 
Entering Unmasked Estep 
Score: -5907321.500000 Penalty: 3595.665771
	Iteration 72Q: 3 clusters Score -5907322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 62584 members 
Entering Unmasked Estep 
Score: -5907316.000000 Penalty: 3595.665771
	Iteration 73Q: 3 clusters Score -5907316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 62587 members 
Entering Unmasked Estep 
Score: -5907316.500000 Penalty: 3595.665771
	Iteration 74Q: 3 clusters Score -5907316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 62588 members 
Entering Unmasked Estep 
Score: -5907325.500000 Penalty: 3595.665771
	Iteration 75Q: 3 clusters Score -5907326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 62592 members 
Entering Unmasked Estep 
Score: -5907325.500000 Penalty: 3595.665771
	Iteration 76Q: 3 clusters Score -5907326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 62592 members 
Entering Unmasked Estep 
Score: -5907323.000000 Penalty: 3595.665771
	Iteration 77Q: 3 clusters Score -5907323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 62592 members 
Entering Unmasked Estep 
Score: -5907329.000000 Penalty: 3595.665771
	Iteration 78Q: 3 clusters Score -5907329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 62593 members 
Entering Unmasked Estep 
Score: -5907322.500000 Penalty: 3595.665771
	Iteration 79Q: 3 clusters Score -5907322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 62592 members 
Entering Unmasked Estep 
Score: -5907326.000000 Penalty: 3595.665771
	Iteration 80F: 3 clusters Score -5907326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 62594 members 
Entering Unmasked Estep 
Score: -5907327.000000 Penalty: 3595.665771
	Iteration 81Q: 3 clusters Score -5907327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 62596 members 
Entering Unmasked Estep 
Score: -5907329.500000 Penalty: 3595.665771
	Iteration 82Q: 3 clusters Score -5907330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 62600 members 
Entering Unmasked Estep 
Score: -5907333.000000 Penalty: 3595.665771
	Iteration 83Q: 3 clusters Score -5907333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 62601 members 
Entering Unmasked Estep 
Score: -5907335.000000 Penalty: 3595.665771
	Iteration 84Q: 3 clusters Score -5907335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 62602 members 
Entering Unmasked Estep 
Score: -5907338.000000 Penalty: 3595.665771
	Iteration 85Q: 3 clusters Score -5907338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 62603 members 
Entering Unmasked Estep 
Score: -5907335.500000 Penalty: 3595.665771
	Iteration 86Q: 3 clusters Score -5907336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 62604 members 
Entering Unmasked Estep 
Score: -5907337.000000 Penalty: 3595.665771
	Iteration 87Q: 3 clusters Score -5907337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 62604 members 
Entering Unmasked Estep 
Score: -5907337.000000 Penalty: 3595.665771
	Iteration 88F: 3 clusters Score -5907337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Entering Unmasked Estep 
Score: -1361294.500000 Penalty: 1565.286255
	Iteration 0F: 2 clusters Score -1361294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1350748.625000 Penalty: 3130.572510
	Iteration 0F: 3 clusters Score -1350749 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1354510.125000 Penalty: 3130.572510
	Iteration 1F: 3 clusters Score -1354510 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1355050.000000 Penalty: 3130.572510
	Iteration 2F: 3 clusters Score -1355050 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1355707.000000 Penalty: 3130.572510
	Iteration 3F: 3 clusters Score -1355707 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1356450.250000 Penalty: 3130.572510
	Iteration 4F: 3 clusters Score -1356450 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1357185.250000 Penalty: 3130.572510
	Iteration 5F: 3 clusters Score -1357185 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1357818.125000 Penalty: 3130.572510
	Iteration 6F: 3 clusters Score -1357818 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1358293.125000 Penalty: 3130.572510
	Iteration 7Q: 3 clusters Score -1358293 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1358677.875000 Penalty: 3130.572510
	Iteration 8Q: 3 clusters Score -1358678 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1358992.125000 Penalty: 3130.572510
	Iteration 9Q: 3 clusters Score -1358992 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1359253.125000 Penalty: 3130.572510
	Iteration 10Q: 3 clusters Score -1359253 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1359485.500000 Penalty: 3130.572510
	Iteration 11Q: 3 clusters Score -1359486 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1359707.500000 Penalty: 3130.572510
	Iteration 12Q: 3 clusters Score -1359708 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1359906.750000 Penalty: 3130.572510
	Iteration 13Q: 3 clusters Score -1359907 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1360136.875000 Penalty: 3130.572510
	Iteration 14Q: 3 clusters Score -1360137 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1360362.625000 Penalty: 3130.572510
	Iteration 15Q: 3 clusters Score -1360363 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1360489.625000 Penalty: 3130.572510
	Iteration 16Q: 3 clusters Score -1360490 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1360555.375000 Penalty: 3130.572510
	Iteration 17Q: 3 clusters Score -1360555 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1360592.875000 Penalty: 3130.572510
	Iteration 18Q: 3 clusters Score -1360593 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1360606.375000 Penalty: 3130.572510
	Iteration 19Q: 3 clusters Score -1360606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -1360612.625000 Penalty: 3130.572510
	Iteration 20F: 3 clusters Score -1360613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1360612.875000 Penalty: 3130.572510
	Iteration 21Q: 3 clusters Score -1360613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1360614.500000 Penalty: 3130.572510
	Iteration 22Q: 3 clusters Score -1360614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1360618.750000 Penalty: 3130.572510
	Iteration 23Q: 3 clusters Score -1360619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1360616.875000 Penalty: 3130.572510
	Iteration 24Q: 3 clusters Score -1360617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1360616.875000 Penalty: 3130.572510
	Iteration 25Q: 3 clusters Score -1360617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1360616.625000 Penalty: 3130.572510
	Iteration 26Q: 3 clusters Score -1360617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1360616.625000 Penalty: 3130.572510
	Iteration 27F: 3 clusters Score -1360617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Entering Unmasked Estep 
Score: -303782.687500 Penalty: 1325.712402
	Iteration 0F: 2 clusters Score -303782.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -300780.281250 Penalty: 2651.424805
	Iteration 0F: 3 clusters Score -300780.3 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -301676.875000 Penalty: 2651.424805
	Iteration 1F: 3 clusters Score -301676.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -301942.218750 Penalty: 2651.424805
	Iteration 2F: 3 clusters Score -301942.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -302141.843750 Penalty: 2651.424805
	Iteration 3F: 3 clusters Score -302141.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -302266.968750 Penalty: 2651.424805
	Iteration 4Q: 3 clusters Score -302267 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -302360.500000 Penalty: 2651.424805
	Iteration 5Q: 3 clusters Score -302360.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -302424.187500 Penalty: 2651.424805
	Iteration 6Q: 3 clusters Score -302424.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -302490.281250 Penalty: 2651.424805
	Iteration 7Q: 3 clusters Score -302490.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -302577.968750 Penalty: 2651.424805
	Iteration 8Q: 3 clusters Score -302578 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -302663.156250 Penalty: 2651.424805
	Iteration 9Q: 3 clusters Score -302663.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -302721.312500 Penalty: 2651.424805
	Iteration 10Q: 3 clusters Score -302721.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -302758.531250 Penalty: 2651.424805
	Iteration 11Q: 3 clusters Score -302758.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -302789.375000 Penalty: 2651.424805
	Iteration 12Q: 3 clusters Score -302789.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -302827.250000 Penalty: 2651.424805
	Iteration 13Q: 3 clusters Score -302827.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -302859.375000 Penalty: 2651.424805
	Iteration 14Q: 3 clusters Score -302859.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -302888.625000 Penalty: 2651.424805
	Iteration 15Q: 3 clusters Score -302888.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -302910.500000 Penalty: 2651.424805
	Iteration 16Q: 3 clusters Score -302910.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -302932.625000 Penalty: 2651.424805
	Iteration 17Q: 3 clusters Score -302932.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -302952.312500 Penalty: 2651.424805
	Iteration 18Q: 3 clusters Score -302952.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -302971.500000 Penalty: 2651.424805
	Iteration 19Q: 3 clusters Score -302971.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -302981.218750 Penalty: 2651.424805
	Iteration 20F: 3 clusters Score -302981.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -302989.687500 Penalty: 2651.424805
	Iteration 21Q: 3 clusters Score -302989.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -302995.625000 Penalty: 2651.424805
	Iteration 22Q: 3 clusters Score -302995.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -303000.937500 Penalty: 2651.424805
	Iteration 23Q: 3 clusters Score -303000.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -303005.718750 Penalty: 2651.424805
	Iteration 24Q: 3 clusters Score -303005.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -303011.343750 Penalty: 2651.424805
	Iteration 25Q: 3 clusters Score -303011.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -303015.781250 Penalty: 2651.424805
	Iteration 26Q: 3 clusters Score -303015.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -303017.437500 Penalty: 2651.424805
	Iteration 27Q: 3 clusters Score -303017.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -303018.312500 Penalty: 2651.424805
	Iteration 28Q: 3 clusters Score -303018.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -303019.437500 Penalty: 2651.424805
	Iteration 29Q: 3 clusters Score -303019.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -303021.125000 Penalty: 2651.424805
	Iteration 30Q: 3 clusters Score -303021.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -303022.562500 Penalty: 2651.424805
	Iteration 31Q: 3 clusters Score -303022.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -303023.625000 Penalty: 2651.424805
	Iteration 32Q: 3 clusters Score -303023.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -303024.625000 Penalty: 2651.424805
	Iteration 33Q: 3 clusters Score -303024.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -303024.625000 Penalty: 2651.424805
	Iteration 34F: 3 clusters Score -303024.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (59745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59745 members 
Entering Unmasked Estep 
Score: -5504292.000000 Penalty: 1787.149170
	Iteration 0F: 2 clusters Score -5504292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -5464556.000000 Penalty: 3574.298340
	Iteration 0F: 3 clusters Score -5464556 nChanged 28054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -5480787.000000 Penalty: 3574.298340
	Iteration 1F: 3 clusters Score -5480787 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -5481673.000000 Penalty: 3574.298340
	Iteration 2Q: 3 clusters Score -5481673 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -5483233.000000 Penalty: 3574.298340
	Iteration 3F: 3 clusters Score -5483233 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -5486058.000000 Penalty: 3574.298340
	Iteration 4F: 3 clusters Score -5486058 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -5490626.000000 Penalty: 3574.298340
	Iteration 5F: 3 clusters Score -5490626 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53071 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -5496019.500000 Penalty: 3574.298340
	Iteration 6F: 3 clusters Score -5496020 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57011 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -5500043.000000 Penalty: 3574.298340
	Iteration 7F: 3 clusters Score -5500043 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58831 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5501841.500000 Penalty: 3574.298340
	Iteration 8Q: 3 clusters Score -5501842 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59381 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5502401.000000 Penalty: 3574.298340
	Iteration 9Q: 3 clusters Score -5502401 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59531 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5502594.500000 Penalty: 3574.298340
	Iteration 10Q: 3 clusters Score -5502594 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59569 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -5502667.500000 Penalty: 3574.298340
	Iteration 11Q: 3 clusters Score -5502668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59586 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -5502710.500000 Penalty: 3574.298340
	Iteration 12Q: 3 clusters Score -5502710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59589 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -5502720.500000 Penalty: 3574.298340
	Iteration 13Q: 3 clusters Score -5502720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59595 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -5502743.000000 Penalty: 3574.298340
	Iteration 14Q: 3 clusters Score -5502743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59597 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -5502750.500000 Penalty: 3574.298340
	Iteration 15Q: 3 clusters Score -5502750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59598 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -5502750.000000 Penalty: 3574.298340
	Iteration 16Q: 3 clusters Score -5502750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59598 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -5502750.000000 Penalty: 3574.298340
	Iteration 17F: 3 clusters Score -5502750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -27632.052734 Penalty: 937.352173
	Iteration 0F: 2 clusters Score -27632.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26744.455078 Penalty: 1874.704346
	Iteration 0F: 3 clusters Score -26744.46 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26857.052734 Penalty: 1874.704346
	Iteration 1F: 3 clusters Score -26857.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -26871.587891 Penalty: 1874.704346
	Iteration 2Q: 3 clusters Score -26871.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -26880.882812 Penalty: 1874.704346
	Iteration 3Q: 3 clusters Score -26880.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -26883.640625 Penalty: 1874.704346
	Iteration 4Q: 3 clusters Score -26883.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -26883.640625 Penalty: 1874.704346
	Iteration 5F: 3 clusters Score -26883.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Entering Unmasked Estep 
Score: -91306.273438 Penalty: 1165.144409
	Iteration 0F: 2 clusters Score -91306.27 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 633 members 
Entering Unmasked Estep 
Score: -89723.906250 Penalty: 2330.288818
	Iteration 0F: 3 clusters Score -89723.91 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -90338.359375 Penalty: 2330.288818
	Iteration 1F: 3 clusters Score -90338.36 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -90695.031250 Penalty: 2330.288818
	Iteration 2F: 3 clusters Score -90695.03 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -90863.250000 Penalty: 2330.288818
	Iteration 3F: 3 clusters Score -90863.25 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -90964.000000 Penalty: 2330.288818
	Iteration 4Q: 3 clusters Score -90964 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -91038.164062 Penalty: 2330.288818
	Iteration 5Q: 3 clusters Score -91038.16 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -91092.210938 Penalty: 2330.288818
	Iteration 6Q: 3 clusters Score -91092.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -91131.984375 Penalty: 2330.288818
	Iteration 7Q: 3 clusters Score -91131.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -91168.914062 Penalty: 2330.288818
	Iteration 8Q: 3 clusters Score -91168.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -91189.242188 Penalty: 2330.288818
	Iteration 9Q: 3 clusters Score -91189.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -91221.132812 Penalty: 2330.288818
	Iteration 10Q: 3 clusters Score -91221.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -91273.632812 Penalty: 2330.288818
	Iteration 11Q: 3 clusters Score -91273.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -91321.414062 Penalty: 2330.288818
	Iteration 12Q: 3 clusters Score -91321.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -91378.523438 Penalty: 2330.288818
	Iteration 13Q: 3 clusters Score -91378.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -91422.554688 Penalty: 2330.288818
	Iteration 14Q: 3 clusters Score -91422.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -91446.125000 Penalty: 2330.288818
	Iteration 15Q: 3 clusters Score -91446.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -91474.398438 Penalty: 2330.288818
	Iteration 16Q: 3 clusters Score -91474.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -91490.343750 Penalty: 2330.288818
	Iteration 17Q: 3 clusters Score -91490.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -91501.148438 Penalty: 2330.288818
	Iteration 18Q: 3 clusters Score -91501.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -91510.476562 Penalty: 2330.288818
	Iteration 19Q: 3 clusters Score -91510.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -91522.335938 Penalty: 2330.288818
	Iteration 20F: 3 clusters Score -91522.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -91534.093750 Penalty: 2330.288818
	Iteration 21Q: 3 clusters Score -91534.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -91540.335938 Penalty: 2330.288818
	Iteration 22Q: 3 clusters Score -91540.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -91543.851562 Penalty: 2330.288818
	Iteration 23Q: 3 clusters Score -91543.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -91548.101562 Penalty: 2330.288818
	Iteration 24Q: 3 clusters Score -91548.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -91555.109375 Penalty: 2330.288818
	Iteration 25Q: 3 clusters Score -91555.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -91559.992188 Penalty: 2330.288818
	Iteration 26Q: 3 clusters Score -91559.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -91566.140625 Penalty: 2330.288818
	Iteration 27Q: 3 clusters Score -91566.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -91567.117188 Penalty: 2330.288818
	Iteration 28Q: 3 clusters Score -91567.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -91567.117188 Penalty: 2330.288818
	Iteration 29F: 3 clusters Score -91567.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27185 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115300 members 
Mstep: Class 7 contains 124356 members 
Mstep: Class 8 contains 27384 members 
Mstep: Class 9 contains 63805 members 
Mstep: Class 10 contains 15253 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 59745 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 489 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40010 members 
Mstep: Class 17 contains 6219 members 
Mstep: Class 18 contains 59433 members 
Mstep: Class 19 contains 6150 members 
Mstep: Class 20 contains 13038 members 
Mstep: Class 21 contains 13636 members 
Mstep: Class 22 contains 6875 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10482 members 
Mstep: Class 26 contains 19243 members 
Mstep: Class 27 contains 73384 members 
Mstep: Class 28 contains 1213 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3362 members 
Mstep: Class 33 contains 7894 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7196 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8973 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1974 members 
Mstep: Class 40 contains 12554 members 
Mstep: Class 41 contains 6831 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41110 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81114 members 
Mstep: Class 51 contains 811 members 
Entering Unmasked Estep 
Score: -84474648.000000 Penalty: 114143.289062
Splitting cluster 14 changes total score from -84475544.000000 to -84474648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (2083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Entering Unmasked Estep 
Score: -176946.281250 Penalty: 1241.754150
	Iteration 0F: 2 clusters Score -176946.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -174837.312500 Penalty: 2483.508301
	Iteration 0F: 3 clusters Score -174837.3 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -175326.281250 Penalty: 2483.508301
	Iteration 1F: 3 clusters Score -175326.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -175471.531250 Penalty: 2483.508301
	Iteration 2F: 3 clusters Score -175471.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -175561.343750 Penalty: 2483.508301
	Iteration 3Q: 3 clusters Score -175561.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -175639.890625 Penalty: 2483.508301
	Iteration 4Q: 3 clusters Score -175639.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -175745.828125 Penalty: 2483.508301
	Iteration 5Q: 3 clusters Score -175745.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -175924.656250 Penalty: 2483.508301
	Iteration 6F: 3 clusters Score -175924.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -176104.375000 Penalty: 2483.508301
	Iteration 7F: 3 clusters Score -176104.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -176269.343750 Penalty: 2483.508301
	Iteration 8F: 3 clusters Score -176269.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -176372.703125 Penalty: 2483.508301
	Iteration 9Q: 3 clusters Score -176372.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -176428.468750 Penalty: 2483.508301
	Iteration 10Q: 3 clusters Score -176428.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -176465.015625 Penalty: 2483.508301
	Iteration 11Q: 3 clusters Score -176465 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -176489.062500 Penalty: 2483.508301
	Iteration 12Q: 3 clusters Score -176489.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -176508.156250 Penalty: 2483.508301
	Iteration 13Q: 3 clusters Score -176508.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -176526.187500 Penalty: 2483.508301
	Iteration 14Q: 3 clusters Score -176526.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -176540.062500 Penalty: 2483.508301
	Iteration 15Q: 3 clusters Score -176540.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -176552.796875 Penalty: 2483.508301
	Iteration 16Q: 3 clusters Score -176552.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -176560.765625 Penalty: 2483.508301
	Iteration 17Q: 3 clusters Score -176560.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -176566.656250 Penalty: 2483.508301
	Iteration 18Q: 3 clusters Score -176566.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -176571.312500 Penalty: 2483.508301
	Iteration 19Q: 3 clusters Score -176571.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -176574.953125 Penalty: 2483.508301
	Iteration 20F: 3 clusters Score -176575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -176575.359375 Penalty: 2483.508301
	Iteration 21Q: 3 clusters Score -176575.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -176575.937500 Penalty: 2483.508301
	Iteration 22Q: 3 clusters Score -176575.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -176575.937500 Penalty: 2483.508301
	Iteration 23F: 3 clusters Score -176575.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Entering Unmasked Estep 
Score: -3647206.500000 Penalty: 1721.993774
	Iteration 0F: 2 clusters Score -3647206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -3620549.750000 Penalty: 3443.987549
	Iteration 0F: 3 clusters Score -3620550 nChanged 18621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -3630844.250000 Penalty: 3443.987549
	Iteration 1F: 3 clusters Score -3630844 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -3631304.000000 Penalty: 3443.987549
	Iteration 2Q: 3 clusters Score -3631304 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -3631940.250000 Penalty: 3443.987549
	Iteration 3Q: 3 clusters Score -3631940 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -3632704.000000 Penalty: 3443.987549
	Iteration 4Q: 3 clusters Score -3632704 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -3633636.500000 Penalty: 3443.987549
	Iteration 5Q: 3 clusters Score -3633636 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -3634663.250000 Penalty: 3443.987549
	Iteration 6F: 3 clusters Score -3634663 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -3635741.750000 Penalty: 3443.987549
	Iteration 7F: 3 clusters Score -3635742 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -3636821.500000 Penalty: 3443.987549
	Iteration 8F: 3 clusters Score -3636822 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -3637814.000000 Penalty: 3443.987549
	Iteration 9F: 3 clusters Score -3637814 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -3638662.250000 Penalty: 3443.987549
	Iteration 10Q: 3 clusters Score -3638662 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -3639411.500000 Penalty: 3443.987549
	Iteration 11Q: 3 clusters Score -3639412 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -3640145.500000 Penalty: 3443.987549
	Iteration 12Q: 3 clusters Score -3640146 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -3640907.000000 Penalty: 3443.987549
	Iteration 13Q: 3 clusters Score -3640907 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -3641724.250000 Penalty: 3443.987549
	Iteration 14Q: 3 clusters Score -3641724 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -3642469.250000 Penalty: 3443.987549
	Iteration 15Q: 3 clusters Score -3642469 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -3643094.500000 Penalty: 3443.987549
	Iteration 16Q: 3 clusters Score -3643094 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -3643527.000000 Penalty: 3443.987549
	Iteration 17Q: 3 clusters Score -3643527 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -3643868.500000 Penalty: 3443.987549
	Iteration 18Q: 3 clusters Score -3643868 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -3644166.250000 Penalty: 3443.987549
	Iteration 19Q: 3 clusters Score -3644166 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -3644415.750000 Penalty: 3443.987549
	Iteration 20F: 3 clusters Score -3644416 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -3644659.250000 Penalty: 3443.987549
	Iteration 21Q: 3 clusters Score -3644659 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -3644874.000000 Penalty: 3443.987549
	Iteration 22Q: 3 clusters Score -3644874 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -3645069.000000 Penalty: 3443.987549
	Iteration 23Q: 3 clusters Score -3645069 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -3645227.750000 Penalty: 3443.987549
	Iteration 24Q: 3 clusters Score -3645228 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -3645376.250000 Penalty: 3443.987549
	Iteration 25Q: 3 clusters Score -3645376 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -3645493.250000 Penalty: 3443.987549
	Iteration 26Q: 3 clusters Score -3645493 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -3645590.000000 Penalty: 3443.987549
	Iteration 27Q: 3 clusters Score -3645590 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -3645652.750000 Penalty: 3443.987549
	Iteration 28Q: 3 clusters Score -3645653 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -3645701.750000 Penalty: 3443.987549
	Iteration 29Q: 3 clusters Score -3645702 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -3645749.000000 Penalty: 3443.987549
	Iteration 30Q: 3 clusters Score -3645749 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3645790.000000 Penalty: 3443.987549
	Iteration 31Q: 3 clusters Score -3645790 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3645842.250000 Penalty: 3443.987549
	Iteration 32Q: 3 clusters Score -3645842 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3645914.750000 Penalty: 3443.987549
	Iteration 33Q: 3 clusters Score -3645915 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -3645989.750000 Penalty: 3443.987549
	Iteration 34Q: 3 clusters Score -3645990 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3646076.250000 Penalty: 3443.987549
	Iteration 35Q: 3 clusters Score -3646076 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3646151.750000 Penalty: 3443.987549
	Iteration 36Q: 3 clusters Score -3646152 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3646215.250000 Penalty: 3443.987549
	Iteration 37Q: 3 clusters Score -3646215 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3646262.250000 Penalty: 3443.987549
	Iteration 38Q: 3 clusters Score -3646262 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3646282.500000 Penalty: 3443.987549
	Iteration 39Q: 3 clusters Score -3646282 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3646296.250000 Penalty: 3443.987549
	Iteration 40F: 3 clusters Score -3646296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3646304.250000 Penalty: 3443.987549
	Iteration 41Q: 3 clusters Score -3646304 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38303 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3646310.500000 Penalty: 3443.987549
	Iteration 42Q: 3 clusters Score -3646310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3646327.500000 Penalty: 3443.987549
	Iteration 43Q: 3 clusters Score -3646328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3646328.250000 Penalty: 3443.987549
	Iteration 44Q: 3 clusters Score -3646328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3646337.500000 Penalty: 3443.987549
	Iteration 45Q: 3 clusters Score -3646338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3646346.500000 Penalty: 3443.987549
	Iteration 46Q: 3 clusters Score -3646346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3646342.500000 Penalty: 3443.987549
	Iteration 47Q: 3 clusters Score -3646342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3646353.000000 Penalty: 3443.987549
	Iteration 48Q: 3 clusters Score -3646353 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3646359.250000 Penalty: 3443.987549
	Iteration 49Q: 3 clusters Score -3646359 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3646375.250000 Penalty: 3443.987549
	Iteration 50Q: 3 clusters Score -3646375 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3646384.500000 Penalty: 3443.987549
	Iteration 51Q: 3 clusters Score -3646384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3646384.750000 Penalty: 3443.987549
	Iteration 52Q: 3 clusters Score -3646385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3646390.500000 Penalty: 3443.987549
	Iteration 53Q: 3 clusters Score -3646390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3646394.750000 Penalty: 3443.987549
	Iteration 54Q: 3 clusters Score -3646395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3646399.000000 Penalty: 3443.987549
	Iteration 55Q: 3 clusters Score -3646399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3646395.250000 Penalty: 3443.987549
	Iteration 56Q: 3 clusters Score -3646395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3646396.250000 Penalty: 3443.987549
	Iteration 57Q: 3 clusters Score -3646396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3646396.250000 Penalty: 3443.987549
	Iteration 58F: 3 clusters Score -3646396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Entering Unmasked Estep 
Score: -560559.187500 Penalty: 1419.496704
	Iteration 0F: 2 clusters Score -560559.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -555880.125000 Penalty: 2838.993408
	Iteration 0F: 3 clusters Score -555880.1 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -557319.312500 Penalty: 2838.993408
	Iteration 1F: 3 clusters Score -557319.3 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -557621.250000 Penalty: 2838.993408
	Iteration 2F: 3 clusters Score -557621.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -557867.687500 Penalty: 2838.993408
	Iteration 3F: 3 clusters Score -557867.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -558082.062500 Penalty: 2838.993408
	Iteration 4F: 3 clusters Score -558082.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -558277.500000 Penalty: 2838.993408
	Iteration 5Q: 3 clusters Score -558277.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -558502.437500 Penalty: 2838.993408
	Iteration 6Q: 3 clusters Score -558502.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -558763.187500 Penalty: 2838.993408
	Iteration 7F: 3 clusters Score -558763.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -559025.562500 Penalty: 2838.993408
	Iteration 8Q: 3 clusters Score -559025.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -559273.437500 Penalty: 2838.993408
	Iteration 9Q: 3 clusters Score -559273.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -559573.812500 Penalty: 2838.993408
	Iteration 10Q: 3 clusters Score -559573.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -559927.000000 Penalty: 2838.993408
	Iteration 11Q: 3 clusters Score -559927 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -560271.562500 Penalty: 2838.993408
	Iteration 12Q: 3 clusters Score -560271.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -560529.125000 Penalty: 2838.993408
	Iteration 13Q: 3 clusters Score -560529.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -560647.312500 Penalty: 2838.993408
	Iteration 14Q: 3 clusters Score -560647.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -560696.750000 Penalty: 2838.993408
	Iteration 15Q: 3 clusters Score -560696.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -560716.312500 Penalty: 2838.993408
	Iteration 16Q: 3 clusters Score -560716.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -560720.562500 Penalty: 2838.993408
	Iteration 17Q: 3 clusters Score -560720.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -560728.250000 Penalty: 2838.993408
	Iteration 18Q: 3 clusters Score -560728.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -560732.250000 Penalty: 2838.993408
	Iteration 19Q: 3 clusters Score -560732.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -560735.312500 Penalty: 2838.993408
	Iteration 20F: 3 clusters Score -560735.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -560736.750000 Penalty: 2838.993408
	Iteration 21Q: 3 clusters Score -560736.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -560738.437500 Penalty: 2838.993408
	Iteration 22Q: 3 clusters Score -560738.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -560739.062500 Penalty: 2838.993408
	Iteration 23Q: 3 clusters Score -560739.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -560739.062500 Penalty: 2838.993408
	Iteration 24Q: 3 clusters Score -560739.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -560740.937500 Penalty: 2838.993408
	Iteration 25Q: 3 clusters Score -560740.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -560739.625000 Penalty: 2838.993408
	Iteration 26Q: 3 clusters Score -560739.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -560739.625000 Penalty: 2838.993408
	Iteration 27F: 3 clusters Score -560739.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27185 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115300 members 
Mstep: Class 7 contains 124356 members 
Mstep: Class 8 contains 27384 members 
Mstep: Class 9 contains 63805 members 
Mstep: Class 10 contains 15253 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 59745 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40010 members 
Mstep: Class 17 contains 1177 members 
Mstep: Class 18 contains 59433 members 
Mstep: Class 19 contains 6150 members 
Mstep: Class 20 contains 13038 members 
Mstep: Class 21 contains 13636 members 
Mstep: Class 22 contains 6875 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10482 members 
Mstep: Class 26 contains 19243 members 
Mstep: Class 27 contains 73384 members 
Mstep: Class 28 contains 1213 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3362 members 
Mstep: Class 33 contains 7894 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7196 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8973 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1974 members 
Mstep: Class 40 contains 12554 members 
Mstep: Class 41 contains 6831 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41110 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81114 members 
Mstep: Class 51 contains 5042 members 
Entering Unmasked Estep 
Score: -84474936.000000 Penalty: 114143.289062
Splitting cluster 17 changes total score from -84475544.000000 to -84474936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (59433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59433 members 
Entering Unmasked Estep 
Score: -5459815.500000 Penalty: 1786.298340
	Iteration 0F: 2 clusters Score -5459816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -5420013.500000 Penalty: 3572.596680
	Iteration 0F: 3 clusters Score -5420014 nChanged 28091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -5435892.500000 Penalty: 3572.596680
	Iteration 1F: 3 clusters Score -5435892 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -5436325.000000 Penalty: 3572.596680
	Iteration 2Q: 3 clusters Score -5436325 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -5436749.500000 Penalty: 3572.596680
	Iteration 3Q: 3 clusters Score -5436750 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -5437332.500000 Penalty: 3572.596680
	Iteration 4Q: 3 clusters Score -5437332 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -5438243.000000 Penalty: 3572.596680
	Iteration 5Q: 3 clusters Score -5438243 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -5439841.000000 Penalty: 3572.596680
	Iteration 6F: 3 clusters Score -5439841 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -5442827.000000 Penalty: 3572.596680
	Iteration 7F: 3 clusters Score -5442827 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48342 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -5447292.500000 Penalty: 3572.596680
	Iteration 8F: 3 clusters Score -5447292 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53219 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -5452138.000000 Penalty: 3572.596680
	Iteration 9F: 3 clusters Score -5452138 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56608 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -5455547.000000 Penalty: 3572.596680
	Iteration 10F: 3 clusters Score -5455547 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58369 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5457276.000000 Penalty: 3572.596680
	Iteration 11Q: 3 clusters Score -5457276 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59003 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5457903.000000 Penalty: 3572.596680
	Iteration 12Q: 3 clusters Score -5457903 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59181 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5458096.000000 Penalty: 3572.596680
	Iteration 13Q: 3 clusters Score -5458096 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59229 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -5458164.500000 Penalty: 3572.596680
	Iteration 14Q: 3 clusters Score -5458164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59247 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -5458188.000000 Penalty: 3572.596680
	Iteration 15Q: 3 clusters Score -5458188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59254 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5458203.500000 Penalty: 3572.596680
	Iteration 16Q: 3 clusters Score -5458204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59260 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -5458215.500000 Penalty: 3572.596680
	Iteration 17Q: 3 clusters Score -5458216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59261 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -5458220.000000 Penalty: 3572.596680
	Iteration 18Q: 3 clusters Score -5458220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59262 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -5458221.500000 Penalty: 3572.596680
	Iteration 19Q: 3 clusters Score -5458222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59264 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -5458224.500000 Penalty: 3572.596680
	Iteration 20F: 3 clusters Score -5458224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59266 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -5458223.500000 Penalty: 3572.596680
	Iteration 21Q: 3 clusters Score -5458224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59268 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -5458225.500000 Penalty: 3572.596680
	Iteration 22Q: 3 clusters Score -5458226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59269 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -5458233.000000 Penalty: 3572.596680
	Iteration 23Q: 3 clusters Score -5458233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59270 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -5458238.000000 Penalty: 3572.596680
	Iteration 24Q: 3 clusters Score -5458238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59270 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -5458239.000000 Penalty: 3572.596680
	Iteration 25Q: 3 clusters Score -5458239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59270 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -5458239.000000 Penalty: 3572.596680
	Iteration 26F: 3 clusters Score -5458239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Entering Unmasked Estep 
Score: -549602.625000 Penalty: 1417.683594
	Iteration 0F: 2 clusters Score -549602.6 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 3099 members 
Entering Unmasked Estep 
Score: -544914.625000 Penalty: 2835.367188
	Iteration 0F: 3 clusters Score -544914.6 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -546342.500000 Penalty: 2835.367188
	Iteration 1F: 3 clusters Score -546342.5 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -546637.750000 Penalty: 2835.367188
	Iteration 2F: 3 clusters Score -546637.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -546890.062500 Penalty: 2835.367188
	Iteration 3F: 3 clusters Score -546890.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -547091.000000 Penalty: 2835.367188
	Iteration 4F: 3 clusters Score -547091 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -547225.500000 Penalty: 2835.367188
	Iteration 5Q: 3 clusters Score -547225.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -547328.250000 Penalty: 2835.367188
	Iteration 6Q: 3 clusters Score -547328.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -547412.500000 Penalty: 2835.367188
	Iteration 7Q: 3 clusters Score -547412.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -547489.000000 Penalty: 2835.367188
	Iteration 8Q: 3 clusters Score -547489 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -547555.687500 Penalty: 2835.367188
	Iteration 9Q: 3 clusters Score -547555.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -547615.062500 Penalty: 2835.367188
	Iteration 10Q: 3 clusters Score -547615.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -547663.250000 Penalty: 2835.367188
	Iteration 11Q: 3 clusters Score -547663.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -547698.375000 Penalty: 2835.367188
	Iteration 12Q: 3 clusters Score -547698.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -547736.937500 Penalty: 2835.367188
	Iteration 13Q: 3 clusters Score -547736.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -547775.375000 Penalty: 2835.367188
	Iteration 14Q: 3 clusters Score -547775.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -547823.250000 Penalty: 2835.367188
	Iteration 15Q: 3 clusters Score -547823.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -547859.187500 Penalty: 2835.367188
	Iteration 16Q: 3 clusters Score -547859.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -547891.750000 Penalty: 2835.367188
	Iteration 17Q: 3 clusters Score -547891.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -547911.187500 Penalty: 2835.367188
	Iteration 18Q: 3 clusters Score -547911.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -547925.687500 Penalty: 2835.367188
	Iteration 19Q: 3 clusters Score -547925.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -547940.250000 Penalty: 2835.367188
	Iteration 20F: 3 clusters Score -547940.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -547949.562500 Penalty: 2835.367188
	Iteration 21Q: 3 clusters Score -547949.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -547958.562500 Penalty: 2835.367188
	Iteration 22Q: 3 clusters Score -547958.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -547961.875000 Penalty: 2835.367188
	Iteration 23Q: 3 clusters Score -547961.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -547964.562500 Penalty: 2835.367188
	Iteration 24Q: 3 clusters Score -547964.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -547966.937500 Penalty: 2835.367188
	Iteration 25Q: 3 clusters Score -547966.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -547970.625000 Penalty: 2835.367188
	Iteration 26Q: 3 clusters Score -547970.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -547975.437500 Penalty: 2835.367188
	Iteration 27Q: 3 clusters Score -547975.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -547980.687500 Penalty: 2835.367188
	Iteration 28Q: 3 clusters Score -547980.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -547987.812500 Penalty: 2835.367188
	Iteration 29Q: 3 clusters Score -547987.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -547997.562500 Penalty: 2835.367188
	Iteration 30Q: 3 clusters Score -547997.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -548004.562500 Penalty: 2835.367188
	Iteration 31Q: 3 clusters Score -548004.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -548009.312500 Penalty: 2835.367188
	Iteration 32Q: 3 clusters Score -548009.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -548016.937500 Penalty: 2835.367188
	Iteration 33Q: 3 clusters Score -548016.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -548026.187500 Penalty: 2835.367188
	Iteration 34Q: 3 clusters Score -548026.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -548037.875000 Penalty: 2835.367188
	Iteration 35Q: 3 clusters Score -548037.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -548049.250000 Penalty: 2835.367188
	Iteration 36Q: 3 clusters Score -548049.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -548060.000000 Penalty: 2835.367188
	Iteration 37Q: 3 clusters Score -548060 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -548075.125000 Penalty: 2835.367188
	Iteration 38Q: 3 clusters Score -548075.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -548085.875000 Penalty: 2835.367188
	Iteration 39Q: 3 clusters Score -548085.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -548098.062500 Penalty: 2835.367188
	Iteration 40F: 3 clusters Score -548098.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -548102.187500 Penalty: 2835.367188
	Iteration 41Q: 3 clusters Score -548102.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -548109.250000 Penalty: 2835.367188
	Iteration 42Q: 3 clusters Score -548109.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -548118.250000 Penalty: 2835.367188
	Iteration 43Q: 3 clusters Score -548118.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -548123.250000 Penalty: 2835.367188
	Iteration 44Q: 3 clusters Score -548123.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -548127.562500 Penalty: 2835.367188
	Iteration 45Q: 3 clusters Score -548127.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -548133.750000 Penalty: 2835.367188
	Iteration 46Q: 3 clusters Score -548133.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -548139.187500 Penalty: 2835.367188
	Iteration 47Q: 3 clusters Score -548139.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -548144.875000 Penalty: 2835.367188
	Iteration 48Q: 3 clusters Score -548144.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -548152.375000 Penalty: 2835.367188
	Iteration 49Q: 3 clusters Score -548152.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -548158.562500 Penalty: 2835.367188
	Iteration 50Q: 3 clusters Score -548158.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -548164.125000 Penalty: 2835.367188
	Iteration 51Q: 3 clusters Score -548164.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -548169.062500 Penalty: 2835.367188
	Iteration 52Q: 3 clusters Score -548169.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -548174.250000 Penalty: 2835.367188
	Iteration 53Q: 3 clusters Score -548174.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -548179.062500 Penalty: 2835.367188
	Iteration 54Q: 3 clusters Score -548179.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -548180.625000 Penalty: 2835.367188
	Iteration 55Q: 3 clusters Score -548180.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -548184.625000 Penalty: 2835.367188
	Iteration 56Q: 3 clusters Score -548184.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -548186.187500 Penalty: 2835.367188
	Iteration 57Q: 3 clusters Score -548186.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -548187.375000 Penalty: 2835.367188
	Iteration 58Q: 3 clusters Score -548187.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -548190.375000 Penalty: 2835.367188
	Iteration 59Q: 3 clusters Score -548190.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -548192.312500 Penalty: 2835.367188
	Iteration 60F: 3 clusters Score -548192.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -548194.500000 Penalty: 2835.367188
	Iteration 61Q: 3 clusters Score -548194.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -548198.812500 Penalty: 2835.367188
	Iteration 62Q: 3 clusters Score -548198.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -548200.625000 Penalty: 2835.367188
	Iteration 63Q: 3 clusters Score -548200.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -548204.500000 Penalty: 2835.367188
	Iteration 64Q: 3 clusters Score -548204.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -548207.812500 Penalty: 2835.367188
	Iteration 65Q: 3 clusters Score -548207.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -548208.500000 Penalty: 2835.367188
	Iteration 66Q: 3 clusters Score -548208.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -548209.375000 Penalty: 2835.367188
	Iteration 67Q: 3 clusters Score -548209.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -548209.437500 Penalty: 2835.367188
	Iteration 68Q: 3 clusters Score -548209.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -548210.125000 Penalty: 2835.367188
	Iteration 69Q: 3 clusters Score -548210.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -548212.312500 Penalty: 2835.367188
	Iteration 70Q: 3 clusters Score -548212.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -548211.937500 Penalty: 2835.367188
	Iteration 71Q: 3 clusters Score -548211.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -548212.687500 Penalty: 2835.367188
	Iteration 72Q: 3 clusters Score -548212.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -548212.875000 Penalty: 2835.367188
	Iteration 73Q: 3 clusters Score -548212.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -548212.937500 Penalty: 2835.367188
	Iteration 74Q: 3 clusters Score -548212.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -548213.937500 Penalty: 2835.367188
	Iteration 75Q: 3 clusters Score -548213.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -548214.687500 Penalty: 2835.367188
	Iteration 76Q: 3 clusters Score -548214.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -548218.187500 Penalty: 2835.367188
	Iteration 77Q: 3 clusters Score -548218.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -548218.312500 Penalty: 2835.367188
	Iteration 78Q: 3 clusters Score -548218.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -548219.562500 Penalty: 2835.367188
	Iteration 79Q: 3 clusters Score -548219.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -548219.125000 Penalty: 2835.367188
	Iteration 80F: 3 clusters Score -548219.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Entering Unmasked Estep 
Score: -1091405.125000 Penalty: 1539.788818
	Iteration 0F: 2 clusters Score -1091405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1082272.875000 Penalty: 3079.577637
	Iteration 0F: 3 clusters Score -1082273 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1085620.750000 Penalty: 3079.577637
	Iteration 1F: 3 clusters Score -1085621 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1086175.125000 Penalty: 3079.577637
	Iteration 2F: 3 clusters Score -1086175 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1086806.250000 Penalty: 3079.577637
	Iteration 3F: 3 clusters Score -1086806 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1087392.500000 Penalty: 3079.577637
	Iteration 4F: 3 clusters Score -1087392 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1087896.375000 Penalty: 3079.577637
	Iteration 5F: 3 clusters Score -1087896 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1088265.875000 Penalty: 3079.577637
	Iteration 6F: 3 clusters Score -1088266 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1088530.125000 Penalty: 3079.577637
	Iteration 7Q: 3 clusters Score -1088530 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1088728.000000 Penalty: 3079.577637
	Iteration 8Q: 3 clusters Score -1088728 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1088847.500000 Penalty: 3079.577637
	Iteration 9Q: 3 clusters Score -1088848 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1088927.875000 Penalty: 3079.577637
	Iteration 10Q: 3 clusters Score -1088928 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1088977.250000 Penalty: 3079.577637
	Iteration 11Q: 3 clusters Score -1088977 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1089039.000000 Penalty: 3079.577637
	Iteration 12Q: 3 clusters Score -1089039 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1089093.750000 Penalty: 3079.577637
	Iteration 13Q: 3 clusters Score -1089094 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1089138.000000 Penalty: 3079.577637
	Iteration 14Q: 3 clusters Score -1089138 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1089184.500000 Penalty: 3079.577637
	Iteration 15Q: 3 clusters Score -1089184 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1089239.250000 Penalty: 3079.577637
	Iteration 16Q: 3 clusters Score -1089239 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1089285.125000 Penalty: 3079.577637
	Iteration 17Q: 3 clusters Score -1089285 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1089332.750000 Penalty: 3079.577637
	Iteration 18Q: 3 clusters Score -1089333 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1089369.125000 Penalty: 3079.577637
	Iteration 19Q: 3 clusters Score -1089369 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1089405.375000 Penalty: 3079.577637
	Iteration 20F: 3 clusters Score -1089405 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1089434.000000 Penalty: 3079.577637
	Iteration 21Q: 3 clusters Score -1089434 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1089456.750000 Penalty: 3079.577637
	Iteration 22Q: 3 clusters Score -1089457 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1089469.875000 Penalty: 3079.577637
	Iteration 23Q: 3 clusters Score -1089470 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1089485.375000 Penalty: 3079.577637
	Iteration 24Q: 3 clusters Score -1089485 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1089499.375000 Penalty: 3079.577637
	Iteration 25Q: 3 clusters Score -1089499 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1089515.875000 Penalty: 3079.577637
	Iteration 26Q: 3 clusters Score -1089516 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1089533.625000 Penalty: 3079.577637
	Iteration 27Q: 3 clusters Score -1089534 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1089559.000000 Penalty: 3079.577637
	Iteration 28Q: 3 clusters Score -1089559 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1089591.375000 Penalty: 3079.577637
	Iteration 29Q: 3 clusters Score -1089591 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1089628.875000 Penalty: 3079.577637
	Iteration 30Q: 3 clusters Score -1089629 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1089665.625000 Penalty: 3079.577637
	Iteration 31Q: 3 clusters Score -1089666 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1089691.000000 Penalty: 3079.577637
	Iteration 32Q: 3 clusters Score -1089691 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1089717.375000 Penalty: 3079.577637
	Iteration 33Q: 3 clusters Score -1089717 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1089735.625000 Penalty: 3079.577637
	Iteration 34Q: 3 clusters Score -1089736 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1089754.000000 Penalty: 3079.577637
	Iteration 35Q: 3 clusters Score -1089754 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1089767.000000 Penalty: 3079.577637
	Iteration 36Q: 3 clusters Score -1089767 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1089772.250000 Penalty: 3079.577637
	Iteration 37Q: 3 clusters Score -1089772 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1089775.125000 Penalty: 3079.577637
	Iteration 38Q: 3 clusters Score -1089775 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1089783.375000 Penalty: 3079.577637
	Iteration 39Q: 3 clusters Score -1089783 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1089786.625000 Penalty: 3079.577637
	Iteration 40F: 3 clusters Score -1089787 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1089786.500000 Penalty: 3079.577637
	Iteration 41Q: 3 clusters Score -1089786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1089789.625000 Penalty: 3079.577637
	Iteration 42Q: 3 clusters Score -1089790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1089793.750000 Penalty: 3079.577637
	Iteration 43Q: 3 clusters Score -1089794 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1089797.375000 Penalty: 3079.577637
	Iteration 44Q: 3 clusters Score -1089797 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1089803.125000 Penalty: 3079.577637
	Iteration 45Q: 3 clusters Score -1089803 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1089804.625000 Penalty: 3079.577637
	Iteration 46Q: 3 clusters Score -1089805 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1089808.500000 Penalty: 3079.577637
	Iteration 47Q: 3 clusters Score -1089808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1089809.000000 Penalty: 3079.577637
	Iteration 48Q: 3 clusters Score -1089809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1089811.625000 Penalty: 3079.577637
	Iteration 49Q: 3 clusters Score -1089812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1089814.125000 Penalty: 3079.577637
	Iteration 50Q: 3 clusters Score -1089814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1089814.625000 Penalty: 3079.577637
	Iteration 51Q: 3 clusters Score -1089815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1089816.500000 Penalty: 3079.577637
	Iteration 52Q: 3 clusters Score -1089816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1089817.125000 Penalty: 3079.577637
	Iteration 53Q: 3 clusters Score -1089817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1089818.500000 Penalty: 3079.577637
	Iteration 54Q: 3 clusters Score -1089818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1089816.625000 Penalty: 3079.577637
	Iteration 55Q: 3 clusters Score -1089817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1089818.625000 Penalty: 3079.577637
	Iteration 56Q: 3 clusters Score -1089819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1089818.125000 Penalty: 3079.577637
	Iteration 57Q: 3 clusters Score -1089818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1089819.375000 Penalty: 3079.577637
	Iteration 58Q: 3 clusters Score -1089819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1089820.625000 Penalty: 3079.577637
	Iteration 59Q: 3 clusters Score -1089821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1089820.000000 Penalty: 3079.577637
	Iteration 60F: 3 clusters Score -1089820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1089820.625000 Penalty: 3079.577637
	Iteration 61Q: 3 clusters Score -1089821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1089820.500000 Penalty: 3079.577637
	Iteration 62Q: 3 clusters Score -1089820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1089820.625000 Penalty: 3079.577637
	Iteration 63Q: 3 clusters Score -1089821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1089821.250000 Penalty: 3079.577637
	Iteration 64Q: 3 clusters Score -1089821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1089820.875000 Penalty: 3079.577637
	Iteration 65Q: 3 clusters Score -1089821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1089820.875000 Penalty: 3079.577637
	Iteration 66F: 3 clusters Score -1089821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Entering Unmasked Estep 
Score: -1263445.750000 Penalty: 1547.076172
	Iteration 0F: 2 clusters Score -1263446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1253975.250000 Penalty: 3094.152344
	Iteration 0F: 3 clusters Score -1253975 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1257135.000000 Penalty: 3094.152344
	Iteration 1F: 3 clusters Score -1257135 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1257406.000000 Penalty: 3094.152344
	Iteration 2F: 3 clusters Score -1257406 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1257639.375000 Penalty: 3094.152344
	Iteration 3Q: 3 clusters Score -1257639 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1257851.250000 Penalty: 3094.152344
	Iteration 4Q: 3 clusters Score -1257851 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1258080.500000 Penalty: 3094.152344
	Iteration 5Q: 3 clusters Score -1258080 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1258396.625000 Penalty: 3094.152344
	Iteration 6Q: 3 clusters Score -1258397 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1258826.000000 Penalty: 3094.152344
	Iteration 7F: 3 clusters Score -1258826 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1259346.875000 Penalty: 3094.152344
	Iteration 8F: 3 clusters Score -1259347 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1259989.750000 Penalty: 3094.152344
	Iteration 9F: 3 clusters Score -1259990 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1260634.375000 Penalty: 3094.152344
	Iteration 10F: 3 clusters Score -1260634 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1261141.375000 Penalty: 3094.152344
	Iteration 11Q: 3 clusters Score -1261141 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1261489.125000 Penalty: 3094.152344
	Iteration 12Q: 3 clusters Score -1261489 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1261692.125000 Penalty: 3094.152344
	Iteration 13Q: 3 clusters Score -1261692 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1261860.375000 Penalty: 3094.152344
	Iteration 14Q: 3 clusters Score -1261860 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1261959.500000 Penalty: 3094.152344
	Iteration 15Q: 3 clusters Score -1261960 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1262032.000000 Penalty: 3094.152344
	Iteration 16Q: 3 clusters Score -1262032 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1262082.375000 Penalty: 3094.152344
	Iteration 17Q: 3 clusters Score -1262082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1262101.000000 Penalty: 3094.152344
	Iteration 18Q: 3 clusters Score -1262101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1262113.500000 Penalty: 3094.152344
	Iteration 19Q: 3 clusters Score -1262114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1262118.375000 Penalty: 3094.152344
	Iteration 20F: 3 clusters Score -1262118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1262120.375000 Penalty: 3094.152344
	Iteration 21Q: 3 clusters Score -1262120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1262122.250000 Penalty: 3094.152344
	Iteration 22Q: 3 clusters Score -1262122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1262122.250000 Penalty: 3094.152344
	Iteration 23F: 3 clusters Score -1262122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Entering Unmasked Estep 
Score: -621893.625000 Penalty: 1435.792603
	Iteration 0F: 2 clusters Score -621893.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -616721.250000 Penalty: 2871.585205
	Iteration 0F: 3 clusters Score -616721.2 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -618546.187500 Penalty: 2871.585205
	Iteration 1F: 3 clusters Score -618546.2 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -619008.312500 Penalty: 2871.585205
	Iteration 2F: 3 clusters Score -619008.3 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -619381.312500 Penalty: 2871.585205
	Iteration 3F: 3 clusters Score -619381.3 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -619708.250000 Penalty: 2871.585205
	Iteration 4F: 3 clusters Score -619708.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -619982.000000 Penalty: 2871.585205
	Iteration 5F: 3 clusters Score -619982 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -620179.062500 Penalty: 2871.585205
	Iteration 6Q: 3 clusters Score -620179.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -620328.312500 Penalty: 2871.585205
	Iteration 7Q: 3 clusters Score -620328.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -620438.000000 Penalty: 2871.585205
	Iteration 8Q: 3 clusters Score -620438 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -620528.312500 Penalty: 2871.585205
	Iteration 9Q: 3 clusters Score -620528.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -620589.875000 Penalty: 2871.585205
	Iteration 10Q: 3 clusters Score -620589.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -620637.437500 Penalty: 2871.585205
	Iteration 11Q: 3 clusters Score -620637.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -620683.875000 Penalty: 2871.585205
	Iteration 12Q: 3 clusters Score -620683.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -620741.687500 Penalty: 2871.585205
	Iteration 13Q: 3 clusters Score -620741.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -620799.437500 Penalty: 2871.585205
	Iteration 14Q: 3 clusters Score -620799.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -620840.500000 Penalty: 2871.585205
	Iteration 15Q: 3 clusters Score -620840.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -620874.000000 Penalty: 2871.585205
	Iteration 16Q: 3 clusters Score -620874 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -620895.187500 Penalty: 2871.585205
	Iteration 17Q: 3 clusters Score -620895.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -620912.062500 Penalty: 2871.585205
	Iteration 18Q: 3 clusters Score -620912.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -620931.187500 Penalty: 2871.585205
	Iteration 19Q: 3 clusters Score -620931.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -620942.687500 Penalty: 2871.585205
	Iteration 20F: 3 clusters Score -620942.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -620947.812500 Penalty: 2871.585205
	Iteration 21Q: 3 clusters Score -620947.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -620952.750000 Penalty: 2871.585205
	Iteration 22Q: 3 clusters Score -620952.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -620953.375000 Penalty: 2871.585205
	Iteration 23Q: 3 clusters Score -620953.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -620956.312500 Penalty: 2871.585205
	Iteration 24Q: 3 clusters Score -620956.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -620957.250000 Penalty: 2871.585205
	Iteration 25Q: 3 clusters Score -620957.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -620958.375000 Penalty: 2871.585205
	Iteration 26Q: 3 clusters Score -620958.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -620958.375000 Penalty: 2871.585205
	Iteration 27F: 3 clusters Score -620958.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Entering Unmasked Estep 
Score: -507054.093750 Penalty: 1417.973999
	Iteration 0F: 2 clusters Score -507054.1 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 3110 members 
Entering Unmasked Estep 
Score: -502308.906250 Penalty: 2835.947998
	Iteration 0F: 3 clusters Score -502308.9 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -503740.437500 Penalty: 2835.947998
	Iteration 1F: 3 clusters Score -503740.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -503995.812500 Penalty: 2835.947998
	Iteration 2F: 3 clusters Score -503995.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -504178.656250 Penalty: 2835.947998
	Iteration 3F: 3 clusters Score -504178.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -504358.343750 Penalty: 2835.947998
	Iteration 4F: 3 clusters Score -504358.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -504509.718750 Penalty: 2835.947998
	Iteration 5Q: 3 clusters Score -504509.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -504649.250000 Penalty: 2835.947998
	Iteration 6Q: 3 clusters Score -504649.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -504773.843750 Penalty: 2835.947998
	Iteration 7Q: 3 clusters Score -504773.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -504893.625000 Penalty: 2835.947998
	Iteration 8Q: 3 clusters Score -504893.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -505021.281250 Penalty: 2835.947998
	Iteration 9Q: 3 clusters Score -505021.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -505154.718750 Penalty: 2835.947998
	Iteration 10Q: 3 clusters Score -505154.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -505303.656250 Penalty: 2835.947998
	Iteration 11Q: 3 clusters Score -505303.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -505450.468750 Penalty: 2835.947998
	Iteration 12Q: 3 clusters Score -505450.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -505586.468750 Penalty: 2835.947998
	Iteration 13Q: 3 clusters Score -505586.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -505695.406250 Penalty: 2835.947998
	Iteration 14Q: 3 clusters Score -505695.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -505767.125000 Penalty: 2835.947998
	Iteration 15Q: 3 clusters Score -505767.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -505831.687500 Penalty: 2835.947998
	Iteration 16Q: 3 clusters Score -505831.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -505871.687500 Penalty: 2835.947998
	Iteration 17Q: 3 clusters Score -505871.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -505912.937500 Penalty: 2835.947998
	Iteration 18Q: 3 clusters Score -505912.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -505957.343750 Penalty: 2835.947998
	Iteration 19Q: 3 clusters Score -505957.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -505990.062500 Penalty: 2835.947998
	Iteration 20F: 3 clusters Score -505990.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -506021.031250 Penalty: 2835.947998
	Iteration 21Q: 3 clusters Score -506021 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -506050.781250 Penalty: 2835.947998
	Iteration 22Q: 3 clusters Score -506050.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -506071.500000 Penalty: 2835.947998
	Iteration 23Q: 3 clusters Score -506071.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -506089.031250 Penalty: 2835.947998
	Iteration 24Q: 3 clusters Score -506089 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -506107.375000 Penalty: 2835.947998
	Iteration 25Q: 3 clusters Score -506107.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -506126.875000 Penalty: 2835.947998
	Iteration 26Q: 3 clusters Score -506126.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -506144.187500 Penalty: 2835.947998
	Iteration 27Q: 3 clusters Score -506144.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -506158.312500 Penalty: 2835.947998
	Iteration 28Q: 3 clusters Score -506158.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -506169.468750 Penalty: 2835.947998
	Iteration 29Q: 3 clusters Score -506169.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -506178.125000 Penalty: 2835.947998
	Iteration 30Q: 3 clusters Score -506178.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -506187.437500 Penalty: 2835.947998
	Iteration 31Q: 3 clusters Score -506187.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -506199.687500 Penalty: 2835.947998
	Iteration 32Q: 3 clusters Score -506199.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -506206.562500 Penalty: 2835.947998
	Iteration 33Q: 3 clusters Score -506206.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -506209.375000 Penalty: 2835.947998
	Iteration 34Q: 3 clusters Score -506209.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -506210.875000 Penalty: 2835.947998
	Iteration 35Q: 3 clusters Score -506210.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -506212.625000 Penalty: 2835.947998
	Iteration 36Q: 3 clusters Score -506212.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -506214.000000 Penalty: 2835.947998
	Iteration 37Q: 3 clusters Score -506214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -506215.093750 Penalty: 2835.947998
	Iteration 38Q: 3 clusters Score -506215.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -506214.625000 Penalty: 2835.947998
	Iteration 39Q: 3 clusters Score -506214.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -506216.031250 Penalty: 2835.947998
	Iteration 40F: 3 clusters Score -506216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -506216.500000 Penalty: 2835.947998
	Iteration 41Q: 3 clusters Score -506216.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -506218.812500 Penalty: 2835.947998
	Iteration 42Q: 3 clusters Score -506218.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -506220.000000 Penalty: 2835.947998
	Iteration 43Q: 3 clusters Score -506220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -506221.062500 Penalty: 2835.947998
	Iteration 44Q: 3 clusters Score -506221.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -506222.500000 Penalty: 2835.947998
	Iteration 45Q: 3 clusters Score -506222.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -506223.781250 Penalty: 2835.947998
	Iteration 46Q: 3 clusters Score -506223.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -506223.250000 Penalty: 2835.947998
	Iteration 47Q: 3 clusters Score -506223.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -506223.750000 Penalty: 2835.947998
	Iteration 48Q: 3 clusters Score -506223.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -506223.656250 Penalty: 2835.947998
	Iteration 49Q: 3 clusters Score -506223.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -506223.468750 Penalty: 2835.947998
	Iteration 50Q: 3 clusters Score -506223.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -506225.875000 Penalty: 2835.947998
	Iteration 51Q: 3 clusters Score -506225.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -506225.125000 Penalty: 2835.947998
	Iteration 52Q: 3 clusters Score -506225.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -506224.656250 Penalty: 2835.947998
	Iteration 53Q: 3 clusters Score -506224.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -506224.843750 Penalty: 2835.947998
	Iteration 54Q: 3 clusters Score -506224.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -506224.843750 Penalty: 2835.947998
	Iteration 55F: 3 clusters Score -506224.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Entering Unmasked Estep 
Score: -64459.980469 Penalty: 1084.821289
	Iteration 0F: 2 clusters Score -64459.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -63202.332031 Penalty: 2169.642578
	Iteration 0F: 3 clusters Score -63202.33 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -63499.929688 Penalty: 2169.642578
	Iteration 1F: 3 clusters Score -63499.93 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -63620.816406 Penalty: 2169.642578
	Iteration 2F: 3 clusters Score -63620.82 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -63684.558594 Penalty: 2169.642578
	Iteration 3F: 3 clusters Score -63684.56 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63731.015625 Penalty: 2169.642578
	Iteration 4Q: 3 clusters Score -63731.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -63757.707031 Penalty: 2169.642578
	Iteration 5Q: 3 clusters Score -63757.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -63768.023438 Penalty: 2169.642578
	Iteration 6Q: 3 clusters Score -63768.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -63771.570312 Penalty: 2169.642578
	Iteration 7Q: 3 clusters Score -63771.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -63776.757812 Penalty: 2169.642578
	Iteration 8Q: 3 clusters Score -63776.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -63782.105469 Penalty: 2169.642578
	Iteration 9Q: 3 clusters Score -63782.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -63787.960938 Penalty: 2169.642578
	Iteration 10Q: 3 clusters Score -63787.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -63789.476562 Penalty: 2169.642578
	Iteration 11Q: 3 clusters Score -63789.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -63789.476562 Penalty: 2169.642578
	Iteration 12F: 3 clusters Score -63789.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Entering Unmasked Estep 
Score: -973710.437500 Penalty: 1504.329956
	Iteration 0F: 2 clusters Score -973710.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -966260.437500 Penalty: 3008.659912
	Iteration 0F: 3 clusters Score -966260.4 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -968697.187500 Penalty: 3008.659912
	Iteration 1F: 3 clusters Score -968697.2 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -969086.500000 Penalty: 3008.659912
	Iteration 2F: 3 clusters Score -969086.5 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -969498.937500 Penalty: 3008.659912
	Iteration 3F: 3 clusters Score -969498.9 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -969953.062500 Penalty: 3008.659912
	Iteration 4F: 3 clusters Score -969953.1 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -970407.937500 Penalty: 3008.659912
	Iteration 5F: 3 clusters Score -970407.9 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -970841.437500 Penalty: 3008.659912
	Iteration 6F: 3 clusters Score -970841.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -971207.812500 Penalty: 3008.659912
	Iteration 7F: 3 clusters Score -971207.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -971487.687500 Penalty: 3008.659912
	Iteration 8Q: 3 clusters Score -971487.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -971727.750000 Penalty: 3008.659912
	Iteration 9Q: 3 clusters Score -971727.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -971942.812500 Penalty: 3008.659912
	Iteration 10Q: 3 clusters Score -971942.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -972109.125000 Penalty: 3008.659912
	Iteration 11Q: 3 clusters Score -972109.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -972202.500000 Penalty: 3008.659912
	Iteration 12Q: 3 clusters Score -972202.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -972278.937500 Penalty: 3008.659912
	Iteration 13Q: 3 clusters Score -972278.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -972360.687500 Penalty: 3008.659912
	Iteration 14Q: 3 clusters Score -972360.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -972422.187500 Penalty: 3008.659912
	Iteration 15Q: 3 clusters Score -972422.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -972465.125000 Penalty: 3008.659912
	Iteration 16Q: 3 clusters Score -972465.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -972499.875000 Penalty: 3008.659912
	Iteration 17Q: 3 clusters Score -972499.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -972526.437500 Penalty: 3008.659912
	Iteration 18Q: 3 clusters Score -972526.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -972543.187500 Penalty: 3008.659912
	Iteration 19Q: 3 clusters Score -972543.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -972559.625000 Penalty: 3008.659912
	Iteration 20F: 3 clusters Score -972559.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -972563.312500 Penalty: 3008.659912
	Iteration 21Q: 3 clusters Score -972563.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -972571.812500 Penalty: 3008.659912
	Iteration 22Q: 3 clusters Score -972571.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -972577.187500 Penalty: 3008.659912
	Iteration 23Q: 3 clusters Score -972577.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -972583.625000 Penalty: 3008.659912
	Iteration 24Q: 3 clusters Score -972583.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -972584.125000 Penalty: 3008.659912
	Iteration 25Q: 3 clusters Score -972584.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -972585.750000 Penalty: 3008.659912
	Iteration 26Q: 3 clusters Score -972585.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -972592.062500 Penalty: 3008.659912
	Iteration 27Q: 3 clusters Score -972592.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -972594.562500 Penalty: 3008.659912
	Iteration 28Q: 3 clusters Score -972594.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -972601.812500 Penalty: 3008.659912
	Iteration 29Q: 3 clusters Score -972601.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -972605.250000 Penalty: 3008.659912
	Iteration 30Q: 3 clusters Score -972605.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -972609.687500 Penalty: 3008.659912
	Iteration 31Q: 3 clusters Score -972609.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -972609.187500 Penalty: 3008.659912
	Iteration 32Q: 3 clusters Score -972609.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -972608.062500 Penalty: 3008.659912
	Iteration 33Q: 3 clusters Score -972608.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -972608.437500 Penalty: 3008.659912
	Iteration 34Q: 3 clusters Score -972608.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -972607.937500 Penalty: 3008.659912
	Iteration 35Q: 3 clusters Score -972607.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -972609.187500 Penalty: 3008.659912
	Iteration 36Q: 3 clusters Score -972609.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -972610.187500 Penalty: 3008.659912
	Iteration 37Q: 3 clusters Score -972610.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -972610.937500 Penalty: 3008.659912
	Iteration 38Q: 3 clusters Score -972610.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -972609.812500 Penalty: 3008.659912
	Iteration 39Q: 3 clusters Score -972609.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -972609.812500 Penalty: 3008.659912
	Iteration 40F: 3 clusters Score -972609.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Entering Unmasked Estep 
Score: -1774792.000000 Penalty: 1603.046631
	Iteration 0F: 2 clusters Score -1774792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1761571.625000 Penalty: 3206.093262
	Iteration 0F: 3 clusters Score -1761572 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1766382.125000 Penalty: 3206.093262
	Iteration 1F: 3 clusters Score -1766382 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1766754.500000 Penalty: 3206.093262
	Iteration 2F: 3 clusters Score -1766754 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1767107.250000 Penalty: 3206.093262
	Iteration 3Q: 3 clusters Score -1767107 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1767417.250000 Penalty: 3206.093262
	Iteration 4Q: 3 clusters Score -1767417 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1767765.875000 Penalty: 3206.093262
	Iteration 5Q: 3 clusters Score -1767766 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1768111.875000 Penalty: 3206.093262
	Iteration 6Q: 3 clusters Score -1768112 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1768438.500000 Penalty: 3206.093262
	Iteration 7Q: 3 clusters Score -1768438 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1768729.125000 Penalty: 3206.093262
	Iteration 8Q: 3 clusters Score -1768729 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1768989.375000 Penalty: 3206.093262
	Iteration 9Q: 3 clusters Score -1768989 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1769198.625000 Penalty: 3206.093262
	Iteration 10Q: 3 clusters Score -1769199 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1769397.625000 Penalty: 3206.093262
	Iteration 11Q: 3 clusters Score -1769398 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1769609.625000 Penalty: 3206.093262
	Iteration 12Q: 3 clusters Score -1769610 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1769855.875000 Penalty: 3206.093262
	Iteration 13Q: 3 clusters Score -1769856 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1770102.125000 Penalty: 3206.093262
	Iteration 14Q: 3 clusters Score -1770102 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1770359.625000 Penalty: 3206.093262
	Iteration 15Q: 3 clusters Score -1770360 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1770598.750000 Penalty: 3206.093262
	Iteration 16Q: 3 clusters Score -1770599 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1770816.375000 Penalty: 3206.093262
	Iteration 17Q: 3 clusters Score -1770816 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1771002.875000 Penalty: 3206.093262
	Iteration 18Q: 3 clusters Score -1771003 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -1771161.500000 Penalty: 3206.093262
	Iteration 19Q: 3 clusters Score -1771162 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -1771289.375000 Penalty: 3206.093262
	Iteration 20F: 3 clusters Score -1771289 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -1771411.250000 Penalty: 3206.093262
	Iteration 21Q: 3 clusters Score -1771411 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1771532.625000 Penalty: 3206.093262
	Iteration 22Q: 3 clusters Score -1771533 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -1771655.000000 Penalty: 3206.093262
	Iteration 23Q: 3 clusters Score -1771655 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -1771784.625000 Penalty: 3206.093262
	Iteration 24Q: 3 clusters Score -1771785 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -1771899.875000 Penalty: 3206.093262
	Iteration 25Q: 3 clusters Score -1771900 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -1772003.250000 Penalty: 3206.093262
	Iteration 26Q: 3 clusters Score -1772003 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -1772116.625000 Penalty: 3206.093262
	Iteration 27Q: 3 clusters Score -1772117 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -1772234.625000 Penalty: 3206.093262
	Iteration 28Q: 3 clusters Score -1772235 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -1772365.375000 Penalty: 3206.093262
	Iteration 29Q: 3 clusters Score -1772365 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -1772506.875000 Penalty: 3206.093262
	Iteration 30Q: 3 clusters Score -1772507 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -1772629.250000 Penalty: 3206.093262
	Iteration 31Q: 3 clusters Score -1772629 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -1772748.250000 Penalty: 3206.093262
	Iteration 32Q: 3 clusters Score -1772748 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -1772871.000000 Penalty: 3206.093262
	Iteration 33Q: 3 clusters Score -1772871 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -1772995.625000 Penalty: 3206.093262
	Iteration 34Q: 3 clusters Score -1772996 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -1773092.375000 Penalty: 3206.093262
	Iteration 35Q: 3 clusters Score -1773092 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -1773174.500000 Penalty: 3206.093262
	Iteration 36Q: 3 clusters Score -1773174 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -1773238.000000 Penalty: 3206.093262
	Iteration 37Q: 3 clusters Score -1773238 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -1773280.125000 Penalty: 3206.093262
	Iteration 38Q: 3 clusters Score -1773280 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -1773324.750000 Penalty: 3206.093262
	Iteration 39Q: 3 clusters Score -1773325 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -1773356.125000 Penalty: 3206.093262
	Iteration 40F: 3 clusters Score -1773356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -1773382.125000 Penalty: 3206.093262
	Iteration 41Q: 3 clusters Score -1773382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -1773393.250000 Penalty: 3206.093262
	Iteration 42Q: 3 clusters Score -1773393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -1773401.875000 Penalty: 3206.093262
	Iteration 43Q: 3 clusters Score -1773402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -1773407.875000 Penalty: 3206.093262
	Iteration 44Q: 3 clusters Score -1773408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -1773410.875000 Penalty: 3206.093262
	Iteration 45Q: 3 clusters Score -1773411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -1773414.000000 Penalty: 3206.093262
	Iteration 46Q: 3 clusters Score -1773414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -1773415.375000 Penalty: 3206.093262
	Iteration 47Q: 3 clusters Score -1773415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -1773419.875000 Penalty: 3206.093262
	Iteration 48Q: 3 clusters Score -1773420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -1773423.125000 Penalty: 3206.093262
	Iteration 49Q: 3 clusters Score -1773423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -1773426.000000 Penalty: 3206.093262
	Iteration 50Q: 3 clusters Score -1773426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -1773426.000000 Penalty: 3206.093262
	Iteration 51F: 3 clusters Score -1773426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (73384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73384 members 
Entering Unmasked Estep 
Score: -6721276.000000 Penalty: 1820.562500
	Iteration 0F: 2 clusters Score -6721276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -6672259.000000 Penalty: 3641.125000
	Iteration 0F: 3 clusters Score -6672259 nChanged 34751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -6692598.500000 Penalty: 3641.125000
	Iteration 1F: 3 clusters Score -6692598 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -6693369.000000 Penalty: 3641.125000
	Iteration 2Q: 3 clusters Score -6693369 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -6694293.500000 Penalty: 3641.125000
	Iteration 3Q: 3 clusters Score -6694294 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -6695596.500000 Penalty: 3641.125000
	Iteration 4Q: 3 clusters Score -6695596 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44173 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -6697283.000000 Penalty: 3641.125000
	Iteration 5F: 3 clusters Score -6697283 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -6699533.000000 Penalty: 3641.125000
	Iteration 6F: 3 clusters Score -6699533 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50460 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -6701946.500000 Penalty: 3641.125000
	Iteration 7F: 3 clusters Score -6701946 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54150 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -6704583.000000 Penalty: 3641.125000
	Iteration 8F: 3 clusters Score -6704583 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58021 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -6707387.000000 Penalty: 3641.125000
	Iteration 9F: 3 clusters Score -6707387 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61941 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -6710353.000000 Penalty: 3641.125000
	Iteration 10F: 3 clusters Score -6710353 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65631 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -6713365.500000 Penalty: 3641.125000
	Iteration 11F: 3 clusters Score -6713366 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68654 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -6715950.500000 Penalty: 3641.125000
	Iteration 12Q: 3 clusters Score -6715950 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70712 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -6717660.500000 Penalty: 3641.125000
	Iteration 13Q: 3 clusters Score -6717660 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71902 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -6718682.500000 Penalty: 3641.125000
	Iteration 14Q: 3 clusters Score -6718682 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72532 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -6719195.000000 Penalty: 3641.125000
	Iteration 15Q: 3 clusters Score -6719195 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72807 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6719427.500000 Penalty: 3641.125000
	Iteration 16Q: 3 clusters Score -6719428 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72908 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -6719547.000000 Penalty: 3641.125000
	Iteration 17Q: 3 clusters Score -6719547 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72965 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -6719616.500000 Penalty: 3641.125000
	Iteration 18Q: 3 clusters Score -6719616 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72992 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6719681.000000 Penalty: 3641.125000
	Iteration 19Q: 3 clusters Score -6719681 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73012 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6719724.500000 Penalty: 3641.125000
	Iteration 20F: 3 clusters Score -6719724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73021 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6719749.000000 Penalty: 3641.125000
	Iteration 21Q: 3 clusters Score -6719749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73018 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6719763.000000 Penalty: 3641.125000
	Iteration 22Q: 3 clusters Score -6719763 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73021 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6719774.000000 Penalty: 3641.125000
	Iteration 23Q: 3 clusters Score -6719774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73024 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -6719780.000000 Penalty: 3641.125000
	Iteration 24Q: 3 clusters Score -6719780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73028 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6719786.000000 Penalty: 3641.125000
	Iteration 25Q: 3 clusters Score -6719786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73029 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6719791.000000 Penalty: 3641.125000
	Iteration 26Q: 3 clusters Score -6719791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73029 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6719792.500000 Penalty: 3641.125000
	Iteration 27Q: 3 clusters Score -6719792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73026 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6719790.500000 Penalty: 3641.125000
	Iteration 28Q: 3 clusters Score -6719790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73026 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6719790.500000 Penalty: 3641.125000
	Iteration 29F: 3 clusters Score -6719790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Entering Unmasked Estep 
Score: -95842.109375 Penalty: 1153.888428
	Iteration 0F: 2 clusters Score -95842.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -94264.632812 Penalty: 2307.776855
	Iteration 0F: 3 clusters Score -94264.63 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -94646.460938 Penalty: 2307.776855
	Iteration 1F: 3 clusters Score -94646.46 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -94788.734375 Penalty: 2307.776855
	Iteration 2F: 3 clusters Score -94788.73 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -94886.914062 Penalty: 2307.776855
	Iteration 3F: 3 clusters Score -94886.91 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -94970.484375 Penalty: 2307.776855
	Iteration 4Q: 3 clusters Score -94970.48 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -95029.132812 Penalty: 2307.776855
	Iteration 5Q: 3 clusters Score -95029.13 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -95103.414062 Penalty: 2307.776855
	Iteration 6Q: 3 clusters Score -95103.41 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -95221.976562 Penalty: 2307.776855
	Iteration 7Q: 3 clusters Score -95221.98 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -95294.140625 Penalty: 2307.776855
	Iteration 8Q: 3 clusters Score -95294.14 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -95343.171875 Penalty: 2307.776855
	Iteration 9Q: 3 clusters Score -95343.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -95369.343750 Penalty: 2307.776855
	Iteration 10Q: 3 clusters Score -95369.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -95393.890625 Penalty: 2307.776855
	Iteration 11Q: 3 clusters Score -95393.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -95405.687500 Penalty: 2307.776855
	Iteration 12Q: 3 clusters Score -95405.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -95427.765625 Penalty: 2307.776855
	Iteration 13Q: 3 clusters Score -95427.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -95446.875000 Penalty: 2307.776855
	Iteration 14Q: 3 clusters Score -95446.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -95466.710938 Penalty: 2307.776855
	Iteration 15Q: 3 clusters Score -95466.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -95479.492188 Penalty: 2307.776855
	Iteration 16Q: 3 clusters Score -95479.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -95498.937500 Penalty: 2307.776855
	Iteration 17Q: 3 clusters Score -95498.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -95517.750000 Penalty: 2307.776855
	Iteration 18Q: 3 clusters Score -95517.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -95530.851562 Penalty: 2307.776855
	Iteration 19Q: 3 clusters Score -95530.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -95542.835938 Penalty: 2307.776855
	Iteration 20F: 3 clusters Score -95542.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -95553.421875 Penalty: 2307.776855
	Iteration 21Q: 3 clusters Score -95553.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -95559.593750 Penalty: 2307.776855
	Iteration 22Q: 3 clusters Score -95559.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -95565.015625 Penalty: 2307.776855
	Iteration 23Q: 3 clusters Score -95565.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -95571.257812 Penalty: 2307.776855
	Iteration 24Q: 3 clusters Score -95571.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -95572.890625 Penalty: 2307.776855
	Iteration 25Q: 3 clusters Score -95572.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -95572.890625 Penalty: 2307.776855
	Iteration 26F: 3 clusters Score -95572.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Entering Unmasked Estep 
Score: -93976.484375 Penalty: 1172.595947
	Iteration 0F: 2 clusters Score -93976.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -92382.882812 Penalty: 2345.191895
	Iteration 0F: 3 clusters Score -92382.88 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -92955.679688 Penalty: 2345.191895
	Iteration 1F: 3 clusters Score -92955.68 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -93125.492188 Penalty: 2345.191895
	Iteration 2F: 3 clusters Score -93125.49 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -93246.835938 Penalty: 2345.191895
	Iteration 3F: 3 clusters Score -93246.84 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -93319.468750 Penalty: 2345.191895
	Iteration 4Q: 3 clusters Score -93319.47 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -93366.500000 Penalty: 2345.191895
	Iteration 5Q: 3 clusters Score -93366.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -93399.023438 Penalty: 2345.191895
	Iteration 6Q: 3 clusters Score -93399.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -93417.023438 Penalty: 2345.191895
	Iteration 7Q: 3 clusters Score -93417.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -93431.250000 Penalty: 2345.191895
	Iteration 8Q: 3 clusters Score -93431.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -93442.960938 Penalty: 2345.191895
	Iteration 9Q: 3 clusters Score -93442.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -93453.265625 Penalty: 2345.191895
	Iteration 10Q: 3 clusters Score -93453.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -93455.484375 Penalty: 2345.191895
	Iteration 11Q: 3 clusters Score -93455.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -93456.781250 Penalty: 2345.191895
	Iteration 12Q: 3 clusters Score -93456.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -93457.210938 Penalty: 2345.191895
	Iteration 13Q: 3 clusters Score -93457.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -93457.210938 Penalty: 2345.191895
	Iteration 14F: 3 clusters Score -93457.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Entering Unmasked Estep 
Score: -86431.273438 Penalty: 1124.287964
	Iteration 0F: 2 clusters Score -86431.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -84994.773438 Penalty: 2248.575928
	Iteration 0F: 3 clusters Score -84994.77 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -85271.757812 Penalty: 2248.575928
	Iteration 1F: 3 clusters Score -85271.76 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -85352.492188 Penalty: 2248.575928
	Iteration 2F: 3 clusters Score -85352.49 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -85387.953125 Penalty: 2248.575928
	Iteration 3Q: 3 clusters Score -85387.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -85410.781250 Penalty: 2248.575928
	Iteration 4Q: 3 clusters Score -85410.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -85423.218750 Penalty: 2248.575928
	Iteration 5Q: 3 clusters Score -85423.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -85435.609375 Penalty: 2248.575928
	Iteration 6Q: 3 clusters Score -85435.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -85445.570312 Penalty: 2248.575928
	Iteration 7Q: 3 clusters Score -85445.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -85452.671875 Penalty: 2248.575928
	Iteration 8Q: 3 clusters Score -85452.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -85461.820312 Penalty: 2248.575928
	Iteration 9Q: 3 clusters Score -85461.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -85471.359375 Penalty: 2248.575928
	Iteration 10Q: 3 clusters Score -85471.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -85480.570312 Penalty: 2248.575928
	Iteration 11Q: 3 clusters Score -85480.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -85486.804688 Penalty: 2248.575928
	Iteration 12Q: 3 clusters Score -85486.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -85488.328125 Penalty: 2248.575928
	Iteration 13Q: 3 clusters Score -85488.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -85488.328125 Penalty: 2248.575928
	Iteration 14F: 3 clusters Score -85488.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Entering Unmasked Estep 
Score: -85374.062500 Penalty: 1123.966187
	Iteration 0F: 2 clusters Score -85374.06 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 512 members 
Entering Unmasked Estep 
Score: -83930.406250 Penalty: 2247.932373
	Iteration 0F: 3 clusters Score -83930.41 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -84222.421875 Penalty: 2247.932373
	Iteration 1F: 3 clusters Score -84222.42 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -84316.359375 Penalty: 2247.932373
	Iteration 2F: 3 clusters Score -84316.36 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -84384.882812 Penalty: 2247.932373
	Iteration 3F: 3 clusters Score -84384.88 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -84450.195312 Penalty: 2247.932373
	Iteration 4Q: 3 clusters Score -84450.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -84500.234375 Penalty: 2247.932373
	Iteration 5Q: 3 clusters Score -84500.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -84543.453125 Penalty: 2247.932373
	Iteration 6Q: 3 clusters Score -84543.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -84578.671875 Penalty: 2247.932373
	Iteration 7Q: 3 clusters Score -84578.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -84603.101562 Penalty: 2247.932373
	Iteration 8Q: 3 clusters Score -84603.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -84622.484375 Penalty: 2247.932373
	Iteration 9Q: 3 clusters Score -84622.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -84646.328125 Penalty: 2247.932373
	Iteration 10Q: 3 clusters Score -84646.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -84668.210938 Penalty: 2247.932373
	Iteration 11Q: 3 clusters Score -84668.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -84681.406250 Penalty: 2247.932373
	Iteration 12Q: 3 clusters Score -84681.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -84697.671875 Penalty: 2247.932373
	Iteration 13Q: 3 clusters Score -84697.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -84720.187500 Penalty: 2247.932373
	Iteration 14Q: 3 clusters Score -84720.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -84734.820312 Penalty: 2247.932373
	Iteration 15Q: 3 clusters Score -84734.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -84742.632812 Penalty: 2247.932373
	Iteration 16Q: 3 clusters Score -84742.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -84746.625000 Penalty: 2247.932373
	Iteration 17Q: 3 clusters Score -84746.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -84752.851562 Penalty: 2247.932373
	Iteration 18Q: 3 clusters Score -84752.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -84758.914062 Penalty: 2247.932373
	Iteration 19Q: 3 clusters Score -84758.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -84766.828125 Penalty: 2247.932373
	Iteration 20F: 3 clusters Score -84766.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -84776.539062 Penalty: 2247.932373
	Iteration 21Q: 3 clusters Score -84776.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -84785.242188 Penalty: 2247.932373
	Iteration 22Q: 3 clusters Score -84785.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -84789.546875 Penalty: 2247.932373
	Iteration 23Q: 3 clusters Score -84789.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -84794.539062 Penalty: 2247.932373
	Iteration 24Q: 3 clusters Score -84794.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -84795.507812 Penalty: 2247.932373
	Iteration 25Q: 3 clusters Score -84795.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -84795.507812 Penalty: 2247.932373
	Iteration 26F: 3 clusters Score -84795.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Entering Unmasked Estep 
Score: -288179.343750 Penalty: 1319.547363
	Iteration 0F: 2 clusters Score -288179.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -285260.937500 Penalty: 2639.094727
	Iteration 0F: 3 clusters Score -285260.9 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -286061.093750 Penalty: 2639.094727
	Iteration 1F: 3 clusters Score -286061.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -286309.312500 Penalty: 2639.094727
	Iteration 2F: 3 clusters Score -286309.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -286508.812500 Penalty: 2639.094727
	Iteration 3F: 3 clusters Score -286508.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -286692.218750 Penalty: 2639.094727
	Iteration 4F: 3 clusters Score -286692.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -286858.312500 Penalty: 2639.094727
	Iteration 5F: 3 clusters Score -286858.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -286999.343750 Penalty: 2639.094727
	Iteration 6Q: 3 clusters Score -286999.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -287110.312500 Penalty: 2639.094727
	Iteration 7Q: 3 clusters Score -287110.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -287189.093750 Penalty: 2639.094727
	Iteration 8Q: 3 clusters Score -287189.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -287236.437500 Penalty: 2639.094727
	Iteration 9Q: 3 clusters Score -287236.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -287275.187500 Penalty: 2639.094727
	Iteration 10Q: 3 clusters Score -287275.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -287309.625000 Penalty: 2639.094727
	Iteration 11Q: 3 clusters Score -287309.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -287341.156250 Penalty: 2639.094727
	Iteration 12Q: 3 clusters Score -287341.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -287360.062500 Penalty: 2639.094727
	Iteration 13Q: 3 clusters Score -287360.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -287373.250000 Penalty: 2639.094727
	Iteration 14Q: 3 clusters Score -287373.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -287392.750000 Penalty: 2639.094727
	Iteration 15Q: 3 clusters Score -287392.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -287407.437500 Penalty: 2639.094727
	Iteration 16Q: 3 clusters Score -287407.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -287419.781250 Penalty: 2639.094727
	Iteration 17Q: 3 clusters Score -287419.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -287432.656250 Penalty: 2639.094727
	Iteration 18Q: 3 clusters Score -287432.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -287440.250000 Penalty: 2639.094727
	Iteration 19Q: 3 clusters Score -287440.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -287451.093750 Penalty: 2639.094727
	Iteration 20F: 3 clusters Score -287451.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -287461.906250 Penalty: 2639.094727
	Iteration 21Q: 3 clusters Score -287461.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -287470.718750 Penalty: 2639.094727
	Iteration 22Q: 3 clusters Score -287470.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -287477.875000 Penalty: 2639.094727
	Iteration 23Q: 3 clusters Score -287477.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -287485.156250 Penalty: 2639.094727
	Iteration 24Q: 3 clusters Score -287485.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -287487.906250 Penalty: 2639.094727
	Iteration 25Q: 3 clusters Score -287487.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -287489.531250 Penalty: 2639.094727
	Iteration 26Q: 3 clusters Score -287489.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -287489.687500 Penalty: 2639.094727
	Iteration 27Q: 3 clusters Score -287489.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -287490.750000 Penalty: 2639.094727
	Iteration 28Q: 3 clusters Score -287490.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -287491.500000 Penalty: 2639.094727
	Iteration 29Q: 3 clusters Score -287491.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -287491.500000 Penalty: 2639.094727
	Iteration 30F: 3 clusters Score -287491.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Entering Unmasked Estep 
Score: -728876.000000 Penalty: 1458.251953
	Iteration 0F: 2 clusters Score -728876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -723043.187500 Penalty: 2916.503906
	Iteration 0F: 3 clusters Score -723043.2 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -724900.312500 Penalty: 2916.503906
	Iteration 1F: 3 clusters Score -724900.3 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -725127.562500 Penalty: 2916.503906
	Iteration 2F: 3 clusters Score -725127.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -725275.812500 Penalty: 2916.503906
	Iteration 3Q: 3 clusters Score -725275.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -725376.937500 Penalty: 2916.503906
	Iteration 4Q: 3 clusters Score -725376.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -725461.187500 Penalty: 2916.503906
	Iteration 5Q: 3 clusters Score -725461.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -725543.375000 Penalty: 2916.503906
	Iteration 6Q: 3 clusters Score -725543.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -725630.000000 Penalty: 2916.503906
	Iteration 7Q: 3 clusters Score -725630 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -725717.687500 Penalty: 2916.503906
	Iteration 8Q: 3 clusters Score -725717.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -725806.250000 Penalty: 2916.503906
	Iteration 9Q: 3 clusters Score -725806.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -725914.187500 Penalty: 2916.503906
	Iteration 10Q: 3 clusters Score -725914.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -726032.625000 Penalty: 2916.503906
	Iteration 11Q: 3 clusters Score -726032.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -726151.312500 Penalty: 2916.503906
	Iteration 12Q: 3 clusters Score -726151.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -726271.625000 Penalty: 2916.503906
	Iteration 13Q: 3 clusters Score -726271.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -726376.062500 Penalty: 2916.503906
	Iteration 14Q: 3 clusters Score -726376.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -726462.187500 Penalty: 2916.503906
	Iteration 15Q: 3 clusters Score -726462.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -726556.500000 Penalty: 2916.503906
	Iteration 16Q: 3 clusters Score -726556.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -726645.000000 Penalty: 2916.503906
	Iteration 17Q: 3 clusters Score -726645 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -726708.375000 Penalty: 2916.503906
	Iteration 18Q: 3 clusters Score -726708.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -726752.187500 Penalty: 2916.503906
	Iteration 19Q: 3 clusters Score -726752.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -726796.937500 Penalty: 2916.503906
	Iteration 20F: 3 clusters Score -726796.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -726829.000000 Penalty: 2916.503906
	Iteration 21Q: 3 clusters Score -726829 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -726850.000000 Penalty: 2916.503906
	Iteration 22Q: 3 clusters Score -726850 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -726875.937500 Penalty: 2916.503906
	Iteration 23Q: 3 clusters Score -726875.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -726908.437500 Penalty: 2916.503906
	Iteration 24Q: 3 clusters Score -726908.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -726943.312500 Penalty: 2916.503906
	Iteration 25Q: 3 clusters Score -726943.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -726976.812500 Penalty: 2916.503906
	Iteration 26Q: 3 clusters Score -726976.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -726996.000000 Penalty: 2916.503906
	Iteration 27Q: 3 clusters Score -726996 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -727008.625000 Penalty: 2916.503906
	Iteration 28Q: 3 clusters Score -727008.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -727020.875000 Penalty: 2916.503906
	Iteration 29Q: 3 clusters Score -727020.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -727030.375000 Penalty: 2916.503906
	Iteration 30Q: 3 clusters Score -727030.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -727038.312500 Penalty: 2916.503906
	Iteration 31Q: 3 clusters Score -727038.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -727049.000000 Penalty: 2916.503906
	Iteration 32Q: 3 clusters Score -727049 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -727066.687500 Penalty: 2916.503906
	Iteration 33Q: 3 clusters Score -727066.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -727085.500000 Penalty: 2916.503906
	Iteration 34Q: 3 clusters Score -727085.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -727103.875000 Penalty: 2916.503906
	Iteration 35Q: 3 clusters Score -727103.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -727118.937500 Penalty: 2916.503906
	Iteration 36Q: 3 clusters Score -727118.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -727137.437500 Penalty: 2916.503906
	Iteration 37Q: 3 clusters Score -727137.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -727156.562500 Penalty: 2916.503906
	Iteration 38Q: 3 clusters Score -727156.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -727172.062500 Penalty: 2916.503906
	Iteration 39Q: 3 clusters Score -727172.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -727186.437500 Penalty: 2916.503906
	Iteration 40F: 3 clusters Score -727186.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -727207.375000 Penalty: 2916.503906
	Iteration 41Q: 3 clusters Score -727207.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -727231.187500 Penalty: 2916.503906
	Iteration 42Q: 3 clusters Score -727231.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -727256.187500 Penalty: 2916.503906
	Iteration 43Q: 3 clusters Score -727256.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -727283.875000 Penalty: 2916.503906
	Iteration 44Q: 3 clusters Score -727283.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -727324.687500 Penalty: 2916.503906
	Iteration 45Q: 3 clusters Score -727324.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -727371.625000 Penalty: 2916.503906
	Iteration 46Q: 3 clusters Score -727371.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -727414.750000 Penalty: 2916.503906
	Iteration 47Q: 3 clusters Score -727414.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -727449.500000 Penalty: 2916.503906
	Iteration 48Q: 3 clusters Score -727449.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -727481.000000 Penalty: 2916.503906
	Iteration 49Q: 3 clusters Score -727481 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -727519.312500 Penalty: 2916.503906
	Iteration 50Q: 3 clusters Score -727519.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -727552.187500 Penalty: 2916.503906
	Iteration 51Q: 3 clusters Score -727552.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -727582.687500 Penalty: 2916.503906
	Iteration 52Q: 3 clusters Score -727582.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -727611.687500 Penalty: 2916.503906
	Iteration 53Q: 3 clusters Score -727611.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -727629.500000 Penalty: 2916.503906
	Iteration 54Q: 3 clusters Score -727629.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -727646.500000 Penalty: 2916.503906
	Iteration 55Q: 3 clusters Score -727646.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -727662.750000 Penalty: 2916.503906
	Iteration 56Q: 3 clusters Score -727662.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -727675.562500 Penalty: 2916.503906
	Iteration 57Q: 3 clusters Score -727675.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -727686.187500 Penalty: 2916.503906
	Iteration 58Q: 3 clusters Score -727686.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -727695.562500 Penalty: 2916.503906
	Iteration 59Q: 3 clusters Score -727695.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -727700.062500 Penalty: 2916.503906
	Iteration 60F: 3 clusters Score -727700.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -727701.375000 Penalty: 2916.503906
	Iteration 61Q: 3 clusters Score -727701.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -727704.875000 Penalty: 2916.503906
	Iteration 62Q: 3 clusters Score -727704.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -727708.125000 Penalty: 2916.503906
	Iteration 63Q: 3 clusters Score -727708.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -727713.937500 Penalty: 2916.503906
	Iteration 64Q: 3 clusters Score -727713.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -727722.750000 Penalty: 2916.503906
	Iteration 65Q: 3 clusters Score -727722.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -727734.562500 Penalty: 2916.503906
	Iteration 66Q: 3 clusters Score -727734.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -727744.375000 Penalty: 2916.503906
	Iteration 67Q: 3 clusters Score -727744.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -727749.125000 Penalty: 2916.503906
	Iteration 68Q: 3 clusters Score -727749.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -727754.750000 Penalty: 2916.503906
	Iteration 69Q: 3 clusters Score -727754.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -727761.187500 Penalty: 2916.503906
	Iteration 70Q: 3 clusters Score -727761.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -727763.437500 Penalty: 2916.503906
	Iteration 71Q: 3 clusters Score -727763.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -727765.250000 Penalty: 2916.503906
	Iteration 72Q: 3 clusters Score -727765.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -727767.000000 Penalty: 2916.503906
	Iteration 73Q: 3 clusters Score -727767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -727766.625000 Penalty: 2916.503906
	Iteration 74Q: 3 clusters Score -727766.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -727769.625000 Penalty: 2916.503906
	Iteration 75Q: 3 clusters Score -727769.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -727771.687500 Penalty: 2916.503906
	Iteration 76Q: 3 clusters Score -727771.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -727773.937500 Penalty: 2916.503906
	Iteration 77Q: 3 clusters Score -727773.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -727776.500000 Penalty: 2916.503906
	Iteration 78Q: 3 clusters Score -727776.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -727779.000000 Penalty: 2916.503906
	Iteration 79Q: 3 clusters Score -727779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -727779.000000 Penalty: 2916.503906
	Iteration 80F: 3 clusters Score -727779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Entering Unmasked Estep 
Score: -103144.203125 Penalty: 1157.989136
	Iteration 0F: 2 clusters Score -103144.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -101569.523438 Penalty: 2315.978271
	Iteration 0F: 3 clusters Score -101569.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -101897.687500 Penalty: 2315.978271
	Iteration 1F: 3 clusters Score -101897.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -102023.937500 Penalty: 2315.978271
	Iteration 2F: 3 clusters Score -102023.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -102127.445312 Penalty: 2315.978271
	Iteration 3F: 3 clusters Score -102127.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -102200.812500 Penalty: 2315.978271
	Iteration 4F: 3 clusters Score -102200.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -102246.242188 Penalty: 2315.978271
	Iteration 5Q: 3 clusters Score -102246.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -102317.203125 Penalty: 2315.978271
	Iteration 6Q: 3 clusters Score -102317.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -102393.875000 Penalty: 2315.978271
	Iteration 7Q: 3 clusters Score -102393.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -102431.226562 Penalty: 2315.978271
	Iteration 8Q: 3 clusters Score -102431.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -102455.101562 Penalty: 2315.978271
	Iteration 9Q: 3 clusters Score -102455.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -102475.562500 Penalty: 2315.978271
	Iteration 10Q: 3 clusters Score -102475.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -102486.859375 Penalty: 2315.978271
	Iteration 11Q: 3 clusters Score -102486.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -102491.906250 Penalty: 2315.978271
	Iteration 12Q: 3 clusters Score -102491.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -102496.351562 Penalty: 2315.978271
	Iteration 13Q: 3 clusters Score -102496.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -102498.687500 Penalty: 2315.978271
	Iteration 14Q: 3 clusters Score -102498.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -102499.960938 Penalty: 2315.978271
	Iteration 15Q: 3 clusters Score -102500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -102500.968750 Penalty: 2315.978271
	Iteration 16Q: 3 clusters Score -102501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -102503.703125 Penalty: 2315.978271
	Iteration 17Q: 3 clusters Score -102503.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -102504.117188 Penalty: 2315.978271
	Iteration 18Q: 3 clusters Score -102504.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -102506.656250 Penalty: 2315.978271
	Iteration 19Q: 3 clusters Score -102506.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -102507.687500 Penalty: 2315.978271
	Iteration 20F: 3 clusters Score -102507.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -102508.164062 Penalty: 2315.978271
	Iteration 21Q: 3 clusters Score -102508.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -102508.164062 Penalty: 2315.978271
	Iteration 22F: 3 clusters Score -102508.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Entering Unmasked Estep 
Score: -604956.500000 Penalty: 1443.208130
	Iteration 0F: 2 clusters Score -604956.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -599547.875000 Penalty: 2886.416260
	Iteration 0F: 3 clusters Score -599547.9 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -601220.750000 Penalty: 2886.416260
	Iteration 1F: 3 clusters Score -601220.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -601498.687500 Penalty: 2886.416260
	Iteration 2F: 3 clusters Score -601498.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -601716.187500 Penalty: 2886.416260
	Iteration 3F: 3 clusters Score -601716.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -601876.625000 Penalty: 2886.416260
	Iteration 4Q: 3 clusters Score -601876.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -601995.562500 Penalty: 2886.416260
	Iteration 5Q: 3 clusters Score -601995.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -602081.312500 Penalty: 2886.416260
	Iteration 6Q: 3 clusters Score -602081.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -602168.500000 Penalty: 2886.416260
	Iteration 7Q: 3 clusters Score -602168.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -602247.500000 Penalty: 2886.416260
	Iteration 8Q: 3 clusters Score -602247.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -602330.250000 Penalty: 2886.416260
	Iteration 9Q: 3 clusters Score -602330.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -602428.812500 Penalty: 2886.416260
	Iteration 10Q: 3 clusters Score -602428.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -602539.625000 Penalty: 2886.416260
	Iteration 11Q: 3 clusters Score -602539.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -602650.437500 Penalty: 2886.416260
	Iteration 12Q: 3 clusters Score -602650.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -602772.125000 Penalty: 2886.416260
	Iteration 13Q: 3 clusters Score -602772.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -602887.125000 Penalty: 2886.416260
	Iteration 14Q: 3 clusters Score -602887.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -602998.062500 Penalty: 2886.416260
	Iteration 15Q: 3 clusters Score -602998.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -603113.375000 Penalty: 2886.416260
	Iteration 16Q: 3 clusters Score -603113.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -603211.437500 Penalty: 2886.416260
	Iteration 17Q: 3 clusters Score -603211.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -603292.687500 Penalty: 2886.416260
	Iteration 18Q: 3 clusters Score -603292.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -603361.000000 Penalty: 2886.416260
	Iteration 19Q: 3 clusters Score -603361 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -603425.875000 Penalty: 2886.416260
	Iteration 20F: 3 clusters Score -603425.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -603465.500000 Penalty: 2886.416260
	Iteration 21Q: 3 clusters Score -603465.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -603493.562500 Penalty: 2886.416260
	Iteration 22Q: 3 clusters Score -603493.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -603520.562500 Penalty: 2886.416260
	Iteration 23Q: 3 clusters Score -603520.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -603540.250000 Penalty: 2886.416260
	Iteration 24Q: 3 clusters Score -603540.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -603557.500000 Penalty: 2886.416260
	Iteration 25Q: 3 clusters Score -603557.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -603573.625000 Penalty: 2886.416260
	Iteration 26Q: 3 clusters Score -603573.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -603585.500000 Penalty: 2886.416260
	Iteration 27Q: 3 clusters Score -603585.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -603596.000000 Penalty: 2886.416260
	Iteration 28Q: 3 clusters Score -603596 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -603604.000000 Penalty: 2886.416260
	Iteration 29Q: 3 clusters Score -603604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -603613.500000 Penalty: 2886.416260
	Iteration 30Q: 3 clusters Score -603613.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -603620.750000 Penalty: 2886.416260
	Iteration 31Q: 3 clusters Score -603620.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -603626.687500 Penalty: 2886.416260
	Iteration 32Q: 3 clusters Score -603626.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -603634.312500 Penalty: 2886.416260
	Iteration 33Q: 3 clusters Score -603634.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -603644.375000 Penalty: 2886.416260
	Iteration 34Q: 3 clusters Score -603644.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -603653.312500 Penalty: 2886.416260
	Iteration 35Q: 3 clusters Score -603653.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -603656.937500 Penalty: 2886.416260
	Iteration 36Q: 3 clusters Score -603656.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -603660.750000 Penalty: 2886.416260
	Iteration 37Q: 3 clusters Score -603660.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -603665.625000 Penalty: 2886.416260
	Iteration 38Q: 3 clusters Score -603665.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -603671.812500 Penalty: 2886.416260
	Iteration 39Q: 3 clusters Score -603671.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -603673.625000 Penalty: 2886.416260
	Iteration 40F: 3 clusters Score -603673.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -603680.250000 Penalty: 2886.416260
	Iteration 41Q: 3 clusters Score -603680.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -603684.062500 Penalty: 2886.416260
	Iteration 42Q: 3 clusters Score -603684.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -603689.187500 Penalty: 2886.416260
	Iteration 43Q: 3 clusters Score -603689.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -603691.750000 Penalty: 2886.416260
	Iteration 44Q: 3 clusters Score -603691.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -603699.250000 Penalty: 2886.416260
	Iteration 45Q: 3 clusters Score -603699.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -603706.312500 Penalty: 2886.416260
	Iteration 46Q: 3 clusters Score -603706.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -603713.687500 Penalty: 2886.416260
	Iteration 47Q: 3 clusters Score -603713.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -603721.750000 Penalty: 2886.416260
	Iteration 48Q: 3 clusters Score -603721.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -603730.312500 Penalty: 2886.416260
	Iteration 49Q: 3 clusters Score -603730.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -603738.000000 Penalty: 2886.416260
	Iteration 50Q: 3 clusters Score -603738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -603749.562500 Penalty: 2886.416260
	Iteration 51Q: 3 clusters Score -603749.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -603755.562500 Penalty: 2886.416260
	Iteration 52Q: 3 clusters Score -603755.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -603761.062500 Penalty: 2886.416260
	Iteration 53Q: 3 clusters Score -603761.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -603766.625000 Penalty: 2886.416260
	Iteration 54Q: 3 clusters Score -603766.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -603771.125000 Penalty: 2886.416260
	Iteration 55Q: 3 clusters Score -603771.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -603772.125000 Penalty: 2886.416260
	Iteration 56Q: 3 clusters Score -603772.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -603775.812500 Penalty: 2886.416260
	Iteration 57Q: 3 clusters Score -603775.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -603780.750000 Penalty: 2886.416260
	Iteration 58Q: 3 clusters Score -603780.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -603783.187500 Penalty: 2886.416260
	Iteration 59Q: 3 clusters Score -603783.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -603786.375000 Penalty: 2886.416260
	Iteration 60F: 3 clusters Score -603786.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -603788.562500 Penalty: 2886.416260
	Iteration 61Q: 3 clusters Score -603788.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -603790.625000 Penalty: 2886.416260
	Iteration 62Q: 3 clusters Score -603790.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -603793.187500 Penalty: 2886.416260
	Iteration 63Q: 3 clusters Score -603793.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -603796.687500 Penalty: 2886.416260
	Iteration 64Q: 3 clusters Score -603796.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -603798.062500 Penalty: 2886.416260
	Iteration 65Q: 3 clusters Score -603798.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -603800.937500 Penalty: 2886.416260
	Iteration 66Q: 3 clusters Score -603800.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -603803.062500 Penalty: 2886.416260
	Iteration 67Q: 3 clusters Score -603803.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -603807.250000 Penalty: 2886.416260
	Iteration 68Q: 3 clusters Score -603807.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -603811.562500 Penalty: 2886.416260
	Iteration 69Q: 3 clusters Score -603811.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -603814.187500 Penalty: 2886.416260
	Iteration 70Q: 3 clusters Score -603814.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -603815.437500 Penalty: 2886.416260
	Iteration 71Q: 3 clusters Score -603815.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -603817.437500 Penalty: 2886.416260
	Iteration 72Q: 3 clusters Score -603817.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -603821.687500 Penalty: 2886.416260
	Iteration 73Q: 3 clusters Score -603821.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -603823.437500 Penalty: 2886.416260
	Iteration 74Q: 3 clusters Score -603823.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -603825.500000 Penalty: 2886.416260
	Iteration 75Q: 3 clusters Score -603825.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -603828.250000 Penalty: 2886.416260
	Iteration 76Q: 3 clusters Score -603828.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -603831.312500 Penalty: 2886.416260
	Iteration 77Q: 3 clusters Score -603831.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -603833.062500 Penalty: 2886.416260
	Iteration 78Q: 3 clusters Score -603833.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -603834.187500 Penalty: 2886.416260
	Iteration 79Q: 3 clusters Score -603834.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -603835.250000 Penalty: 2886.416260
	Iteration 80F: 3 clusters Score -603835.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -603835.687500 Penalty: 2886.416260
	Iteration 81Q: 3 clusters Score -603835.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -603839.000000 Penalty: 2886.416260
	Iteration 82Q: 3 clusters Score -603839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -603839.437500 Penalty: 2886.416260
	Iteration 83Q: 3 clusters Score -603839.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -603839.875000 Penalty: 2886.416260
	Iteration 84Q: 3 clusters Score -603839.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -603840.500000 Penalty: 2886.416260
	Iteration 85Q: 3 clusters Score -603840.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -603842.125000 Penalty: 2886.416260
	Iteration 86Q: 3 clusters Score -603842.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -603843.062500 Penalty: 2886.416260
	Iteration 87Q: 3 clusters Score -603843.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -603842.625000 Penalty: 2886.416260
	Iteration 88Q: 3 clusters Score -603842.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -603842.625000 Penalty: 2886.416260
	Iteration 89F: 3 clusters Score -603842.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -70279.257812 Penalty: 1095.334473
	Iteration 0F: 2 clusters Score -70279.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -69007.351562 Penalty: 2190.668945
	Iteration 0F: 3 clusters Score -69007.35 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -69393.046875 Penalty: 2190.668945
	Iteration 1F: 3 clusters Score -69393.05 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -69566.882812 Penalty: 2190.668945
	Iteration 2F: 3 clusters Score -69566.88 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -69673.578125 Penalty: 2190.668945
	Iteration 3F: 3 clusters Score -69673.58 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -69748.171875 Penalty: 2190.668945
	Iteration 4Q: 3 clusters Score -69748.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -69789.484375 Penalty: 2190.668945
	Iteration 5Q: 3 clusters Score -69789.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -69828.562500 Penalty: 2190.668945
	Iteration 6Q: 3 clusters Score -69828.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -69844.812500 Penalty: 2190.668945
	Iteration 7Q: 3 clusters Score -69844.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -69850.953125 Penalty: 2190.668945
	Iteration 8Q: 3 clusters Score -69850.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -69864.359375 Penalty: 2190.668945
	Iteration 9Q: 3 clusters Score -69864.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -69871.757812 Penalty: 2190.668945
	Iteration 10Q: 3 clusters Score -69871.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -69872.968750 Penalty: 2190.668945
	Iteration 11Q: 3 clusters Score -69872.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -69872.968750 Penalty: 2190.668945
	Iteration 12F: 3 clusters Score -69872.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Entering Unmasked Estep 
Score: -793243.937500 Penalty: 1479.071045
	Iteration 0F: 2 clusters Score -793243.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -786708.437500 Penalty: 2958.142090
	Iteration 0F: 3 clusters Score -786708.4 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -788887.500000 Penalty: 2958.142090
	Iteration 1F: 3 clusters Score -788887.5 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -789170.437500 Penalty: 2958.142090
	Iteration 2F: 3 clusters Score -789170.4 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -789422.812500 Penalty: 2958.142090
	Iteration 3F: 3 clusters Score -789422.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -789661.875000 Penalty: 2958.142090
	Iteration 4Q: 3 clusters Score -789661.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -789901.937500 Penalty: 2958.142090
	Iteration 5Q: 3 clusters Score -789901.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -790108.875000 Penalty: 2958.142090
	Iteration 6Q: 3 clusters Score -790108.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -790287.812500 Penalty: 2958.142090
	Iteration 7Q: 3 clusters Score -790287.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -790477.312500 Penalty: 2958.142090
	Iteration 8Q: 3 clusters Score -790477.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -790667.562500 Penalty: 2958.142090
	Iteration 9Q: 3 clusters Score -790667.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -790855.125000 Penalty: 2958.142090
	Iteration 10Q: 3 clusters Score -790855.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -791086.875000 Penalty: 2958.142090
	Iteration 11Q: 3 clusters Score -791086.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -791380.937500 Penalty: 2958.142090
	Iteration 12Q: 3 clusters Score -791380.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -791688.625000 Penalty: 2958.142090
	Iteration 13Q: 3 clusters Score -791688.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -791907.312500 Penalty: 2958.142090
	Iteration 14Q: 3 clusters Score -791907.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -792046.437500 Penalty: 2958.142090
	Iteration 15Q: 3 clusters Score -792046.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -792137.000000 Penalty: 2958.142090
	Iteration 16Q: 3 clusters Score -792137 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -792200.812500 Penalty: 2958.142090
	Iteration 17Q: 3 clusters Score -792200.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -792246.750000 Penalty: 2958.142090
	Iteration 18Q: 3 clusters Score -792246.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -792278.687500 Penalty: 2958.142090
	Iteration 19Q: 3 clusters Score -792278.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -792301.875000 Penalty: 2958.142090
	Iteration 20F: 3 clusters Score -792301.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -792320.500000 Penalty: 2958.142090
	Iteration 21Q: 3 clusters Score -792320.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -792331.562500 Penalty: 2958.142090
	Iteration 22Q: 3 clusters Score -792331.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -792338.375000 Penalty: 2958.142090
	Iteration 23Q: 3 clusters Score -792338.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -792344.875000 Penalty: 2958.142090
	Iteration 24Q: 3 clusters Score -792344.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -792347.187500 Penalty: 2958.142090
	Iteration 25Q: 3 clusters Score -792347.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -792349.375000 Penalty: 2958.142090
	Iteration 26Q: 3 clusters Score -792349.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -792351.562500 Penalty: 2958.142090
	Iteration 27Q: 3 clusters Score -792351.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -792353.875000 Penalty: 2958.142090
	Iteration 28Q: 3 clusters Score -792353.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -792360.000000 Penalty: 2958.142090
	Iteration 29Q: 3 clusters Score -792360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -792361.625000 Penalty: 2958.142090
	Iteration 30Q: 3 clusters Score -792361.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -792368.687500 Penalty: 2958.142090
	Iteration 31Q: 3 clusters Score -792368.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -792375.937500 Penalty: 2958.142090
	Iteration 32Q: 3 clusters Score -792375.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -792381.812500 Penalty: 2958.142090
	Iteration 33Q: 3 clusters Score -792381.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -792389.687500 Penalty: 2958.142090
	Iteration 34Q: 3 clusters Score -792389.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -792397.500000 Penalty: 2958.142090
	Iteration 35Q: 3 clusters Score -792397.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -792403.375000 Penalty: 2958.142090
	Iteration 36Q: 3 clusters Score -792403.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -792407.437500 Penalty: 2958.142090
	Iteration 37Q: 3 clusters Score -792407.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -792414.812500 Penalty: 2958.142090
	Iteration 38Q: 3 clusters Score -792414.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -792421.062500 Penalty: 2958.142090
	Iteration 39Q: 3 clusters Score -792421.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -792430.562500 Penalty: 2958.142090
	Iteration 40F: 3 clusters Score -792430.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -792437.687500 Penalty: 2958.142090
	Iteration 41Q: 3 clusters Score -792437.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -792442.875000 Penalty: 2958.142090
	Iteration 42Q: 3 clusters Score -792442.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -792448.687500 Penalty: 2958.142090
	Iteration 43Q: 3 clusters Score -792448.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -792451.562500 Penalty: 2958.142090
	Iteration 44Q: 3 clusters Score -792451.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -792456.187500 Penalty: 2958.142090
	Iteration 45Q: 3 clusters Score -792456.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -792460.250000 Penalty: 2958.142090
	Iteration 46Q: 3 clusters Score -792460.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -792462.000000 Penalty: 2958.142090
	Iteration 47Q: 3 clusters Score -792462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -792468.937500 Penalty: 2958.142090
	Iteration 48Q: 3 clusters Score -792468.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -792474.875000 Penalty: 2958.142090
	Iteration 49Q: 3 clusters Score -792474.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -792485.187500 Penalty: 2958.142090
	Iteration 50Q: 3 clusters Score -792485.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -792494.187500 Penalty: 2958.142090
	Iteration 51Q: 3 clusters Score -792494.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -792502.687500 Penalty: 2958.142090
	Iteration 52Q: 3 clusters Score -792502.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -792509.750000 Penalty: 2958.142090
	Iteration 53Q: 3 clusters Score -792509.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -792515.562500 Penalty: 2958.142090
	Iteration 54Q: 3 clusters Score -792515.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -792518.187500 Penalty: 2958.142090
	Iteration 55Q: 3 clusters Score -792518.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -792520.312500 Penalty: 2958.142090
	Iteration 56Q: 3 clusters Score -792520.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -792522.750000 Penalty: 2958.142090
	Iteration 57Q: 3 clusters Score -792522.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -792523.875000 Penalty: 2958.142090
	Iteration 58Q: 3 clusters Score -792523.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -792524.625000 Penalty: 2958.142090
	Iteration 59Q: 3 clusters Score -792524.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -792525.437500 Penalty: 2958.142090
	Iteration 60F: 3 clusters Score -792525.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -792525.750000 Penalty: 2958.142090
	Iteration 61Q: 3 clusters Score -792525.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -792527.187500 Penalty: 2958.142090
	Iteration 62Q: 3 clusters Score -792527.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -792529.625000 Penalty: 2958.142090
	Iteration 63Q: 3 clusters Score -792529.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -792529.875000 Penalty: 2958.142090
	Iteration 64Q: 3 clusters Score -792529.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -792532.312500 Penalty: 2958.142090
	Iteration 65Q: 3 clusters Score -792532.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -792532.250000 Penalty: 2958.142090
	Iteration 66Q: 3 clusters Score -792532.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -792533.687500 Penalty: 2958.142090
	Iteration 67Q: 3 clusters Score -792533.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -792532.187500 Penalty: 2958.142090
	Iteration 68Q: 3 clusters Score -792532.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -792533.437500 Penalty: 2958.142090
	Iteration 69Q: 3 clusters Score -792533.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -792535.625000 Penalty: 2958.142090
	Iteration 70Q: 3 clusters Score -792535.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -792536.437500 Penalty: 2958.142090
	Iteration 71Q: 3 clusters Score -792536.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -792538.812500 Penalty: 2958.142090
	Iteration 72Q: 3 clusters Score -792538.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -792540.875000 Penalty: 2958.142090
	Iteration 73Q: 3 clusters Score -792540.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -792540.250000 Penalty: 2958.142090
	Iteration 74Q: 3 clusters Score -792540.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -792539.187500 Penalty: 2958.142090
	Iteration 75Q: 3 clusters Score -792539.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -792540.437500 Penalty: 2958.142090
	Iteration 76Q: 3 clusters Score -792540.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -792540.812500 Penalty: 2958.142090
	Iteration 77Q: 3 clusters Score -792540.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -792541.187500 Penalty: 2958.142090
	Iteration 78Q: 3 clusters Score -792541.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -792540.000000 Penalty: 2958.142090
	Iteration 79Q: 3 clusters Score -792540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -792541.062500 Penalty: 2958.142090
	Iteration 80F: 3 clusters Score -792541.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -792541.562500 Penalty: 2958.142090
	Iteration 81Q: 3 clusters Score -792541.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -792541.937500 Penalty: 2958.142090
	Iteration 82Q: 3 clusters Score -792541.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -792541.937500 Penalty: 2958.142090
	Iteration 83F: 3 clusters Score -792541.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Entering Unmasked Estep 
Score: -110504.703125 Penalty: 1163.384888
	Iteration 0F: 2 clusters Score -110504.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -108852.257812 Penalty: 2326.769775
	Iteration 0F: 3 clusters Score -108852.3 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -109159.367188 Penalty: 2326.769775
	Iteration 1F: 3 clusters Score -109159.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -109259.312500 Penalty: 2326.769775
	Iteration 2F: 3 clusters Score -109259.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -109319.664062 Penalty: 2326.769775
	Iteration 3F: 3 clusters Score -109319.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -109363.671875 Penalty: 2326.769775
	Iteration 4Q: 3 clusters Score -109363.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -109391.257812 Penalty: 2326.769775
	Iteration 5Q: 3 clusters Score -109391.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -109405.796875 Penalty: 2326.769775
	Iteration 6Q: 3 clusters Score -109405.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -109417.828125 Penalty: 2326.769775
	Iteration 7Q: 3 clusters Score -109417.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -109420.906250 Penalty: 2326.769775
	Iteration 8Q: 3 clusters Score -109420.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -109425.414062 Penalty: 2326.769775
	Iteration 9Q: 3 clusters Score -109425.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -109429.570312 Penalty: 2326.769775
	Iteration 10Q: 3 clusters Score -109429.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -109433.023438 Penalty: 2326.769775
	Iteration 11Q: 3 clusters Score -109433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -109438.507812 Penalty: 2326.769775
	Iteration 12Q: 3 clusters Score -109438.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -109443.648438 Penalty: 2326.769775
	Iteration 13Q: 3 clusters Score -109443.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -109452.226562 Penalty: 2326.769775
	Iteration 14Q: 3 clusters Score -109452.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -109462.132812 Penalty: 2326.769775
	Iteration 15Q: 3 clusters Score -109462.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -109466.859375 Penalty: 2326.769775
	Iteration 16Q: 3 clusters Score -109466.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -109473.617188 Penalty: 2326.769775
	Iteration 17Q: 3 clusters Score -109473.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -109483.250000 Penalty: 2326.769775
	Iteration 18Q: 3 clusters Score -109483.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -109490.062500 Penalty: 2326.769775
	Iteration 19Q: 3 clusters Score -109490.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -109498.585938 Penalty: 2326.769775
	Iteration 20F: 3 clusters Score -109498.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -109504.859375 Penalty: 2326.769775
	Iteration 21Q: 3 clusters Score -109504.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -109509.312500 Penalty: 2326.769775
	Iteration 22Q: 3 clusters Score -109509.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -109512.046875 Penalty: 2326.769775
	Iteration 23Q: 3 clusters Score -109512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -109515.906250 Penalty: 2326.769775
	Iteration 24Q: 3 clusters Score -109515.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -109519.632812 Penalty: 2326.769775
	Iteration 25Q: 3 clusters Score -109519.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -109520.039062 Penalty: 2326.769775
	Iteration 26Q: 3 clusters Score -109520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -109521.398438 Penalty: 2326.769775
	Iteration 27Q: 3 clusters Score -109521.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -109524.820312 Penalty: 2326.769775
	Iteration 28Q: 3 clusters Score -109524.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -109527.429688 Penalty: 2326.769775
	Iteration 29Q: 3 clusters Score -109527.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -109529.523438 Penalty: 2326.769775
	Iteration 30Q: 3 clusters Score -109529.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -109531.156250 Penalty: 2326.769775
	Iteration 31Q: 3 clusters Score -109531.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -109532.359375 Penalty: 2326.769775
	Iteration 32Q: 3 clusters Score -109532.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -109532.359375 Penalty: 2326.769775
	Iteration 33F: 3 clusters Score -109532.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Entering Unmasked Estep 
Score: -170599.078125 Penalty: 1233.020264
	Iteration 0F: 2 clusters Score -170599.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -168504.625000 Penalty: 2466.040527
	Iteration 0F: 3 clusters Score -168504.6 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -168930.718750 Penalty: 2466.040527
	Iteration 1F: 3 clusters Score -168930.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -169044.015625 Penalty: 2466.040527
	Iteration 2F: 3 clusters Score -169044 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -169124.015625 Penalty: 2466.040527
	Iteration 3Q: 3 clusters Score -169124 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -169204.140625 Penalty: 2466.040527
	Iteration 4Q: 3 clusters Score -169204.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -169260.296875 Penalty: 2466.040527
	Iteration 5Q: 3 clusters Score -169260.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -169309.781250 Penalty: 2466.040527
	Iteration 6Q: 3 clusters Score -169309.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -169351.140625 Penalty: 2466.040527
	Iteration 7Q: 3 clusters Score -169351.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -169390.421875 Penalty: 2466.040527
	Iteration 8Q: 3 clusters Score -169390.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -169420.875000 Penalty: 2466.040527
	Iteration 9Q: 3 clusters Score -169420.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -169466.265625 Penalty: 2466.040527
	Iteration 10Q: 3 clusters Score -169466.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -169507.156250 Penalty: 2466.040527
	Iteration 11Q: 3 clusters Score -169507.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -169537.937500 Penalty: 2466.040527
	Iteration 12Q: 3 clusters Score -169537.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -169561.171875 Penalty: 2466.040527
	Iteration 13Q: 3 clusters Score -169561.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -169581.578125 Penalty: 2466.040527
	Iteration 14Q: 3 clusters Score -169581.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -169594.953125 Penalty: 2466.040527
	Iteration 15Q: 3 clusters Score -169595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -169605.125000 Penalty: 2466.040527
	Iteration 16Q: 3 clusters Score -169605.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -169609.062500 Penalty: 2466.040527
	Iteration 17Q: 3 clusters Score -169609.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -169616.609375 Penalty: 2466.040527
	Iteration 18Q: 3 clusters Score -169616.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -169622.734375 Penalty: 2466.040527
	Iteration 19Q: 3 clusters Score -169622.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -169630.953125 Penalty: 2466.040527
	Iteration 20F: 3 clusters Score -169631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -169634.906250 Penalty: 2466.040527
	Iteration 21Q: 3 clusters Score -169634.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -169639.796875 Penalty: 2466.040527
	Iteration 22Q: 3 clusters Score -169639.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -169641.890625 Penalty: 2466.040527
	Iteration 23Q: 3 clusters Score -169641.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -169645.125000 Penalty: 2466.040527
	Iteration 24Q: 3 clusters Score -169645.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -169649.156250 Penalty: 2466.040527
	Iteration 25Q: 3 clusters Score -169649.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -169650.062500 Penalty: 2466.040527
	Iteration 26Q: 3 clusters Score -169650.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -169650.515625 Penalty: 2466.040527
	Iteration 27Q: 3 clusters Score -169650.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -169651.156250 Penalty: 2466.040527
	Iteration 28Q: 3 clusters Score -169651.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -169651.296875 Penalty: 2466.040527
	Iteration 29Q: 3 clusters Score -169651.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -169651.296875 Penalty: 2466.040527
	Iteration 30F: 3 clusters Score -169651.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (12554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Entering Unmasked Estep 
Score: -1143321.125000 Penalty: 1533.641602
	Iteration 0F: 2 clusters Score -1143321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1134536.875000 Penalty: 3067.283203
	Iteration 0F: 3 clusters Score -1134537 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1137621.625000 Penalty: 3067.283203
	Iteration 1F: 3 clusters Score -1137622 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1138084.000000 Penalty: 3067.283203
	Iteration 2F: 3 clusters Score -1138084 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1138448.125000 Penalty: 3067.283203
	Iteration 3F: 3 clusters Score -1138448 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1138741.750000 Penalty: 3067.283203
	Iteration 4F: 3 clusters Score -1138742 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1138994.250000 Penalty: 3067.283203
	Iteration 5Q: 3 clusters Score -1138994 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1139221.125000 Penalty: 3067.283203
	Iteration 6Q: 3 clusters Score -1139221 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1139490.250000 Penalty: 3067.283203
	Iteration 7Q: 3 clusters Score -1139490 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1139759.125000 Penalty: 3067.283203
	Iteration 8Q: 3 clusters Score -1139759 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1140016.625000 Penalty: 3067.283203
	Iteration 9Q: 3 clusters Score -1140017 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1140301.125000 Penalty: 3067.283203
	Iteration 10Q: 3 clusters Score -1140301 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1140553.500000 Penalty: 3067.283203
	Iteration 11Q: 3 clusters Score -1140554 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1140746.875000 Penalty: 3067.283203
	Iteration 12Q: 3 clusters Score -1140747 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1140847.125000 Penalty: 3067.283203
	Iteration 13Q: 3 clusters Score -1140847 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1140914.250000 Penalty: 3067.283203
	Iteration 14Q: 3 clusters Score -1140914 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1140957.500000 Penalty: 3067.283203
	Iteration 15Q: 3 clusters Score -1140958 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1140998.250000 Penalty: 3067.283203
	Iteration 16Q: 3 clusters Score -1140998 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1141028.625000 Penalty: 3067.283203
	Iteration 17Q: 3 clusters Score -1141029 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1141067.250000 Penalty: 3067.283203
	Iteration 18Q: 3 clusters Score -1141067 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1141110.125000 Penalty: 3067.283203
	Iteration 19Q: 3 clusters Score -1141110 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1141151.375000 Penalty: 3067.283203
	Iteration 20F: 3 clusters Score -1141151 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1141187.375000 Penalty: 3067.283203
	Iteration 21Q: 3 clusters Score -1141187 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1141216.875000 Penalty: 3067.283203
	Iteration 22Q: 3 clusters Score -1141217 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1141252.250000 Penalty: 3067.283203
	Iteration 23Q: 3 clusters Score -1141252 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1141281.500000 Penalty: 3067.283203
	Iteration 24Q: 3 clusters Score -1141282 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1141308.250000 Penalty: 3067.283203
	Iteration 25Q: 3 clusters Score -1141308 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1141343.250000 Penalty: 3067.283203
	Iteration 26Q: 3 clusters Score -1141343 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1141381.125000 Penalty: 3067.283203
	Iteration 27Q: 3 clusters Score -1141381 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1141431.125000 Penalty: 3067.283203
	Iteration 28Q: 3 clusters Score -1141431 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1141482.500000 Penalty: 3067.283203
	Iteration 29Q: 3 clusters Score -1141482 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1141547.625000 Penalty: 3067.283203
	Iteration 30Q: 3 clusters Score -1141548 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1141612.625000 Penalty: 3067.283203
	Iteration 31Q: 3 clusters Score -1141613 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1141686.875000 Penalty: 3067.283203
	Iteration 32Q: 3 clusters Score -1141687 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1141766.125000 Penalty: 3067.283203
	Iteration 33Q: 3 clusters Score -1141766 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1141848.750000 Penalty: 3067.283203
	Iteration 34Q: 3 clusters Score -1141849 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1141917.250000 Penalty: 3067.283203
	Iteration 35Q: 3 clusters Score -1141917 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1141970.250000 Penalty: 3067.283203
	Iteration 36Q: 3 clusters Score -1141970 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1142009.625000 Penalty: 3067.283203
	Iteration 37Q: 3 clusters Score -1142010 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1142054.875000 Penalty: 3067.283203
	Iteration 38Q: 3 clusters Score -1142055 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1142089.375000 Penalty: 3067.283203
	Iteration 39Q: 3 clusters Score -1142089 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1142134.000000 Penalty: 3067.283203
	Iteration 40F: 3 clusters Score -1142134 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1142164.750000 Penalty: 3067.283203
	Iteration 41Q: 3 clusters Score -1142165 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1142187.000000 Penalty: 3067.283203
	Iteration 42Q: 3 clusters Score -1142187 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1142209.500000 Penalty: 3067.283203
	Iteration 43Q: 3 clusters Score -1142210 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1142230.375000 Penalty: 3067.283203
	Iteration 44Q: 3 clusters Score -1142230 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1142248.375000 Penalty: 3067.283203
	Iteration 45Q: 3 clusters Score -1142248 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1142263.750000 Penalty: 3067.283203
	Iteration 46Q: 3 clusters Score -1142264 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1142272.500000 Penalty: 3067.283203
	Iteration 47Q: 3 clusters Score -1142272 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1142279.875000 Penalty: 3067.283203
	Iteration 48Q: 3 clusters Score -1142280 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1142281.375000 Penalty: 3067.283203
	Iteration 49Q: 3 clusters Score -1142281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1142287.375000 Penalty: 3067.283203
	Iteration 50Q: 3 clusters Score -1142287 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1142291.000000 Penalty: 3067.283203
	Iteration 51Q: 3 clusters Score -1142291 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1142302.625000 Penalty: 3067.283203
	Iteration 52Q: 3 clusters Score -1142303 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1142308.625000 Penalty: 3067.283203
	Iteration 53Q: 3 clusters Score -1142309 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1142308.125000 Penalty: 3067.283203
	Iteration 54Q: 3 clusters Score -1142308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1142313.500000 Penalty: 3067.283203
	Iteration 55Q: 3 clusters Score -1142314 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1142318.625000 Penalty: 3067.283203
	Iteration 56Q: 3 clusters Score -1142319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1142320.000000 Penalty: 3067.283203
	Iteration 57Q: 3 clusters Score -1142320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1142320.250000 Penalty: 3067.283203
	Iteration 58Q: 3 clusters Score -1142320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1142323.375000 Penalty: 3067.283203
	Iteration 59Q: 3 clusters Score -1142323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1142321.875000 Penalty: 3067.283203
	Iteration 60F: 3 clusters Score -1142322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1142321.125000 Penalty: 3067.283203
	Iteration 61Q: 3 clusters Score -1142321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1142322.500000 Penalty: 3067.283203
	Iteration 62Q: 3 clusters Score -1142322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1142322.250000 Penalty: 3067.283203
	Iteration 63Q: 3 clusters Score -1142322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1142322.125000 Penalty: 3067.283203
	Iteration 64Q: 3 clusters Score -1142322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1142320.500000 Penalty: 3067.283203
	Iteration 65Q: 3 clusters Score -1142320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1142321.000000 Penalty: 3067.283203
	Iteration 66Q: 3 clusters Score -1142321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1142323.250000 Penalty: 3067.283203
	Iteration 67Q: 3 clusters Score -1142323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1142325.375000 Penalty: 3067.283203
	Iteration 68Q: 3 clusters Score -1142325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1142324.500000 Penalty: 3067.283203
	Iteration 69Q: 3 clusters Score -1142324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1142325.625000 Penalty: 3067.283203
	Iteration 70Q: 3 clusters Score -1142326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1142327.375000 Penalty: 3067.283203
	Iteration 71Q: 3 clusters Score -1142327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1142328.125000 Penalty: 3067.283203
	Iteration 72Q: 3 clusters Score -1142328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1142328.375000 Penalty: 3067.283203
	Iteration 73Q: 3 clusters Score -1142328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1142326.875000 Penalty: 3067.283203
	Iteration 74Q: 3 clusters Score -1142327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1142327.125000 Penalty: 3067.283203
	Iteration 75Q: 3 clusters Score -1142327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1142327.125000 Penalty: 3067.283203
	Iteration 76F: 3 clusters Score -1142327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Entering Unmasked Estep 
Score: -611879.562500 Penalty: 1434.749268
	Iteration 0F: 2 clusters Score -611879.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -606697.250000 Penalty: 2869.498535
	Iteration 0F: 3 clusters Score -606697.2 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -608336.437500 Penalty: 2869.498535
	Iteration 1F: 3 clusters Score -608336.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -608580.687500 Penalty: 2869.498535
	Iteration 2F: 3 clusters Score -608580.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -608758.187500 Penalty: 2869.498535
	Iteration 3F: 3 clusters Score -608758.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -608914.500000 Penalty: 2869.498535
	Iteration 4Q: 3 clusters Score -608914.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -609069.125000 Penalty: 2869.498535
	Iteration 5Q: 3 clusters Score -609069.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -609232.687500 Penalty: 2869.498535
	Iteration 6Q: 3 clusters Score -609232.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -609432.312500 Penalty: 2869.498535
	Iteration 7Q: 3 clusters Score -609432.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -609666.125000 Penalty: 2869.498535
	Iteration 8Q: 3 clusters Score -609666.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -609923.812500 Penalty: 2869.498535
	Iteration 9Q: 3 clusters Score -609923.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -610130.187500 Penalty: 2869.498535
	Iteration 10Q: 3 clusters Score -610130.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -610285.937500 Penalty: 2869.498535
	Iteration 11Q: 3 clusters Score -610285.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -610427.000000 Penalty: 2869.498535
	Iteration 12Q: 3 clusters Score -610427 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -610554.500000 Penalty: 2869.498535
	Iteration 13Q: 3 clusters Score -610554.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -610641.500000 Penalty: 2869.498535
	Iteration 14Q: 3 clusters Score -610641.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -610694.375000 Penalty: 2869.498535
	Iteration 15Q: 3 clusters Score -610694.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -610737.437500 Penalty: 2869.498535
	Iteration 16Q: 3 clusters Score -610737.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -610795.500000 Penalty: 2869.498535
	Iteration 17Q: 3 clusters Score -610795.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -610855.437500 Penalty: 2869.498535
	Iteration 18Q: 3 clusters Score -610855.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -610904.500000 Penalty: 2869.498535
	Iteration 19Q: 3 clusters Score -610904.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -610943.500000 Penalty: 2869.498535
	Iteration 20F: 3 clusters Score -610943.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -610972.500000 Penalty: 2869.498535
	Iteration 21Q: 3 clusters Score -610972.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -611006.062500 Penalty: 2869.498535
	Iteration 22Q: 3 clusters Score -611006.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -611043.875000 Penalty: 2869.498535
	Iteration 23Q: 3 clusters Score -611043.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -611087.187500 Penalty: 2869.498535
	Iteration 24Q: 3 clusters Score -611087.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -611132.187500 Penalty: 2869.498535
	Iteration 25Q: 3 clusters Score -611132.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -611183.937500 Penalty: 2869.498535
	Iteration 26Q: 3 clusters Score -611183.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -611249.125000 Penalty: 2869.498535
	Iteration 27Q: 3 clusters Score -611249.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -611323.562500 Penalty: 2869.498535
	Iteration 28Q: 3 clusters Score -611323.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -611407.312500 Penalty: 2869.498535
	Iteration 29Q: 3 clusters Score -611407.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -611468.312500 Penalty: 2869.498535
	Iteration 30Q: 3 clusters Score -611468.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -611535.187500 Penalty: 2869.498535
	Iteration 31Q: 3 clusters Score -611535.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -611586.000000 Penalty: 2869.498535
	Iteration 32Q: 3 clusters Score -611586 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -611647.875000 Penalty: 2869.498535
	Iteration 33Q: 3 clusters Score -611647.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -611696.312500 Penalty: 2869.498535
	Iteration 34Q: 3 clusters Score -611696.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -611721.875000 Penalty: 2869.498535
	Iteration 35Q: 3 clusters Score -611721.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -611734.625000 Penalty: 2869.498535
	Iteration 36Q: 3 clusters Score -611734.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -611740.687500 Penalty: 2869.498535
	Iteration 37Q: 3 clusters Score -611740.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -611746.437500 Penalty: 2869.498535
	Iteration 38Q: 3 clusters Score -611746.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -611748.812500 Penalty: 2869.498535
	Iteration 39Q: 3 clusters Score -611748.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -611748.125000 Penalty: 2869.498535
	Iteration 40F: 3 clusters Score -611748.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -611750.500000 Penalty: 2869.498535
	Iteration 41Q: 3 clusters Score -611750.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -611749.937500 Penalty: 2869.498535
	Iteration 42Q: 3 clusters Score -611749.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -611749.937500 Penalty: 2869.498535
	Iteration 43F: 3 clusters Score -611749.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Entering Unmasked Estep 
Score: -189744.531250 Penalty: 1268.984497
	Iteration 0F: 2 clusters Score -189744.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -187355.281250 Penalty: 2537.968994
	Iteration 0F: 3 clusters Score -187355.3 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -187943.703125 Penalty: 2537.968994
	Iteration 1F: 3 clusters Score -187943.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -188117.515625 Penalty: 2537.968994
	Iteration 2F: 3 clusters Score -188117.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -188209.359375 Penalty: 2537.968994
	Iteration 3F: 3 clusters Score -188209.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -188274.031250 Penalty: 2537.968994
	Iteration 4Q: 3 clusters Score -188274 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -188312.093750 Penalty: 2537.968994
	Iteration 5Q: 3 clusters Score -188312.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -188344.812500 Penalty: 2537.968994
	Iteration 6Q: 3 clusters Score -188344.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -188371.031250 Penalty: 2537.968994
	Iteration 7Q: 3 clusters Score -188371 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -188392.828125 Penalty: 2537.968994
	Iteration 8Q: 3 clusters Score -188392.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -188411.718750 Penalty: 2537.968994
	Iteration 9Q: 3 clusters Score -188411.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -188430.031250 Penalty: 2537.968994
	Iteration 10Q: 3 clusters Score -188430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -188441.531250 Penalty: 2537.968994
	Iteration 11Q: 3 clusters Score -188441.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -188453.546875 Penalty: 2537.968994
	Iteration 12Q: 3 clusters Score -188453.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -188468.421875 Penalty: 2537.968994
	Iteration 13Q: 3 clusters Score -188468.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -188484.406250 Penalty: 2537.968994
	Iteration 14Q: 3 clusters Score -188484.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -188500.875000 Penalty: 2537.968994
	Iteration 15Q: 3 clusters Score -188500.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -188509.140625 Penalty: 2537.968994
	Iteration 16Q: 3 clusters Score -188509.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -188512.046875 Penalty: 2537.968994
	Iteration 17Q: 3 clusters Score -188512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -188515.640625 Penalty: 2537.968994
	Iteration 18Q: 3 clusters Score -188515.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -188520.578125 Penalty: 2537.968994
	Iteration 19Q: 3 clusters Score -188520.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -188524.078125 Penalty: 2537.968994
	Iteration 20F: 3 clusters Score -188524.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -188528.031250 Penalty: 2537.968994
	Iteration 21Q: 3 clusters Score -188528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -188529.906250 Penalty: 2537.968994
	Iteration 22Q: 3 clusters Score -188529.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -188531.453125 Penalty: 2537.968994
	Iteration 23Q: 3 clusters Score -188531.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -188534.953125 Penalty: 2537.968994
	Iteration 24Q: 3 clusters Score -188535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -188538.812500 Penalty: 2537.968994
	Iteration 25Q: 3 clusters Score -188538.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -188546.765625 Penalty: 2537.968994
	Iteration 26Q: 3 clusters Score -188546.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -188551.031250 Penalty: 2537.968994
	Iteration 27Q: 3 clusters Score -188551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -188553.453125 Penalty: 2537.968994
	Iteration 28Q: 3 clusters Score -188553.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -188555.703125 Penalty: 2537.968994
	Iteration 29Q: 3 clusters Score -188555.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -188556.984375 Penalty: 2537.968994
	Iteration 30Q: 3 clusters Score -188557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -188560.312500 Penalty: 2537.968994
	Iteration 31Q: 3 clusters Score -188560.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -188565.390625 Penalty: 2537.968994
	Iteration 32Q: 3 clusters Score -188565.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -188570.859375 Penalty: 2537.968994
	Iteration 33Q: 3 clusters Score -188570.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -188573.781250 Penalty: 2537.968994
	Iteration 34Q: 3 clusters Score -188573.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -188576.234375 Penalty: 2537.968994
	Iteration 35Q: 3 clusters Score -188576.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -188578.406250 Penalty: 2537.968994
	Iteration 36Q: 3 clusters Score -188578.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -188579.750000 Penalty: 2537.968994
	Iteration 37Q: 3 clusters Score -188579.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -188581.265625 Penalty: 2537.968994
	Iteration 38Q: 3 clusters Score -188581.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -188584.796875 Penalty: 2537.968994
	Iteration 39Q: 3 clusters Score -188584.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -188588.203125 Penalty: 2537.968994
	Iteration 40F: 3 clusters Score -188588.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -188588.828125 Penalty: 2537.968994
	Iteration 41Q: 3 clusters Score -188588.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -188589.546875 Penalty: 2537.968994
	Iteration 42Q: 3 clusters Score -188589.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -188593.078125 Penalty: 2537.968994
	Iteration 43Q: 3 clusters Score -188593.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -188595.593750 Penalty: 2537.968994
	Iteration 44Q: 3 clusters Score -188595.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -188598.062500 Penalty: 2537.968994
	Iteration 45Q: 3 clusters Score -188598.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -188600.953125 Penalty: 2537.968994
	Iteration 46Q: 3 clusters Score -188601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -188604.406250 Penalty: 2537.968994
	Iteration 47Q: 3 clusters Score -188604.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -188607.343750 Penalty: 2537.968994
	Iteration 48Q: 3 clusters Score -188607.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -188607.906250 Penalty: 2537.968994
	Iteration 49Q: 3 clusters Score -188607.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -188610.437500 Penalty: 2537.968994
	Iteration 50Q: 3 clusters Score -188610.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -188613.281250 Penalty: 2537.968994
	Iteration 51Q: 3 clusters Score -188613.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -188617.187500 Penalty: 2537.968994
	Iteration 52Q: 3 clusters Score -188617.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -188619.718750 Penalty: 2537.968994
	Iteration 53Q: 3 clusters Score -188619.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -188620.578125 Penalty: 2537.968994
	Iteration 54Q: 3 clusters Score -188620.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -188620.968750 Penalty: 2537.968994
	Iteration 55Q: 3 clusters Score -188621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -188622.140625 Penalty: 2537.968994
	Iteration 56Q: 3 clusters Score -188622.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -188623.406250 Penalty: 2537.968994
	Iteration 57Q: 3 clusters Score -188623.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -188624.750000 Penalty: 2537.968994
	Iteration 58Q: 3 clusters Score -188624.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -188627.296875 Penalty: 2537.968994
	Iteration 59Q: 3 clusters Score -188627.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -188629.796875 Penalty: 2537.968994
	Iteration 60F: 3 clusters Score -188629.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -188632.187500 Penalty: 2537.968994
	Iteration 61Q: 3 clusters Score -188632.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -188633.484375 Penalty: 2537.968994
	Iteration 62Q: 3 clusters Score -188633.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -188635.468750 Penalty: 2537.968994
	Iteration 63Q: 3 clusters Score -188635.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -188635.468750 Penalty: 2537.968994
	Iteration 64F: 3 clusters Score -188635.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Entering Unmasked Estep 
Score: -107044.468750 Penalty: 1161.094360
	Iteration 0F: 2 clusters Score -107044.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -105424.320312 Penalty: 2322.188721
	Iteration 0F: 3 clusters Score -105424.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -105759.476562 Penalty: 2322.188721
	Iteration 1F: 3 clusters Score -105759.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -105861.453125 Penalty: 2322.188721
	Iteration 2F: 3 clusters Score -105861.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -105932.890625 Penalty: 2322.188721
	Iteration 3F: 3 clusters Score -105932.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -105975.234375 Penalty: 2322.188721
	Iteration 4Q: 3 clusters Score -105975.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -106013.484375 Penalty: 2322.188721
	Iteration 5Q: 3 clusters Score -106013.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -106061.742188 Penalty: 2322.188721
	Iteration 6Q: 3 clusters Score -106061.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -106110.781250 Penalty: 2322.188721
	Iteration 7Q: 3 clusters Score -106110.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -106153.687500 Penalty: 2322.188721
	Iteration 8Q: 3 clusters Score -106153.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -106173.046875 Penalty: 2322.188721
	Iteration 9Q: 3 clusters Score -106173 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -106198.445312 Penalty: 2322.188721
	Iteration 10Q: 3 clusters Score -106198.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -106219.132812 Penalty: 2322.188721
	Iteration 11Q: 3 clusters Score -106219.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -106237.531250 Penalty: 2322.188721
	Iteration 12Q: 3 clusters Score -106237.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -106249.367188 Penalty: 2322.188721
	Iteration 13Q: 3 clusters Score -106249.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -106254.593750 Penalty: 2322.188721
	Iteration 14Q: 3 clusters Score -106254.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -106261.492188 Penalty: 2322.188721
	Iteration 15Q: 3 clusters Score -106261.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -106267.789062 Penalty: 2322.188721
	Iteration 16Q: 3 clusters Score -106267.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -106275.789062 Penalty: 2322.188721
	Iteration 17Q: 3 clusters Score -106275.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -106279.320312 Penalty: 2322.188721
	Iteration 18Q: 3 clusters Score -106279.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -106283.679688 Penalty: 2322.188721
	Iteration 19Q: 3 clusters Score -106283.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -106286.968750 Penalty: 2322.188721
	Iteration 20F: 3 clusters Score -106287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -106291.539062 Penalty: 2322.188721
	Iteration 21Q: 3 clusters Score -106291.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -106294.367188 Penalty: 2322.188721
	Iteration 22Q: 3 clusters Score -106294.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -106295.390625 Penalty: 2322.188721
	Iteration 23Q: 3 clusters Score -106295.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -106295.390625 Penalty: 2322.188721
	Iteration 24F: 3 clusters Score -106295.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Entering Unmasked Estep 
Score: -253116.875000 Penalty: 1294.626709
	Iteration 0F: 2 clusters Score -253116.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -250438.140625 Penalty: 2589.253418
	Iteration 0F: 3 clusters Score -250438.1 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -251049.687500 Penalty: 2589.253418
	Iteration 1F: 3 clusters Score -251049.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -251175.328125 Penalty: 2589.253418
	Iteration 2F: 3 clusters Score -251175.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -251252.968750 Penalty: 2589.253418
	Iteration 3Q: 3 clusters Score -251253 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -251327.906250 Penalty: 2589.253418
	Iteration 4Q: 3 clusters Score -251327.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -251394.687500 Penalty: 2589.253418
	Iteration 5Q: 3 clusters Score -251394.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -251460.781250 Penalty: 2589.253418
	Iteration 6Q: 3 clusters Score -251460.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -251522.968750 Penalty: 2589.253418
	Iteration 7Q: 3 clusters Score -251523 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -251577.187500 Penalty: 2589.253418
	Iteration 8Q: 3 clusters Score -251577.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -251616.953125 Penalty: 2589.253418
	Iteration 9Q: 3 clusters Score -251617 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -251657.703125 Penalty: 2589.253418
	Iteration 10Q: 3 clusters Score -251657.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -251699.453125 Penalty: 2589.253418
	Iteration 11Q: 3 clusters Score -251699.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -251737.296875 Penalty: 2589.253418
	Iteration 12Q: 3 clusters Score -251737.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -251776.890625 Penalty: 2589.253418
	Iteration 13Q: 3 clusters Score -251776.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -251806.593750 Penalty: 2589.253418
	Iteration 14Q: 3 clusters Score -251806.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -251835.406250 Penalty: 2589.253418
	Iteration 15Q: 3 clusters Score -251835.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -251856.734375 Penalty: 2589.253418
	Iteration 16Q: 3 clusters Score -251856.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -251876.187500 Penalty: 2589.253418
	Iteration 17Q: 3 clusters Score -251876.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -251893.562500 Penalty: 2589.253418
	Iteration 18Q: 3 clusters Score -251893.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -251913.796875 Penalty: 2589.253418
	Iteration 19Q: 3 clusters Score -251913.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -251930.046875 Penalty: 2589.253418
	Iteration 20F: 3 clusters Score -251930 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -251948.156250 Penalty: 2589.253418
	Iteration 21Q: 3 clusters Score -251948.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -251959.015625 Penalty: 2589.253418
	Iteration 22Q: 3 clusters Score -251959 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -251970.062500 Penalty: 2589.253418
	Iteration 23Q: 3 clusters Score -251970.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -251979.921875 Penalty: 2589.253418
	Iteration 24Q: 3 clusters Score -251979.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -251990.718750 Penalty: 2589.253418
	Iteration 25Q: 3 clusters Score -251990.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -251996.703125 Penalty: 2589.253418
	Iteration 26Q: 3 clusters Score -251996.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -251999.437500 Penalty: 2589.253418
	Iteration 27Q: 3 clusters Score -251999.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -252003.734375 Penalty: 2589.253418
	Iteration 28Q: 3 clusters Score -252003.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -252008.562500 Penalty: 2589.253418
	Iteration 29Q: 3 clusters Score -252008.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -252013.265625 Penalty: 2589.253418
	Iteration 30Q: 3 clusters Score -252013.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -252017.578125 Penalty: 2589.253418
	Iteration 31Q: 3 clusters Score -252017.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -252019.093750 Penalty: 2589.253418
	Iteration 32Q: 3 clusters Score -252019.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -252021.218750 Penalty: 2589.253418
	Iteration 33Q: 3 clusters Score -252021.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -252022.906250 Penalty: 2589.253418
	Iteration 34Q: 3 clusters Score -252022.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -252024.562500 Penalty: 2589.253418
	Iteration 35Q: 3 clusters Score -252024.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -252026.078125 Penalty: 2589.253418
	Iteration 36Q: 3 clusters Score -252026.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -252028.609375 Penalty: 2589.253418
	Iteration 37Q: 3 clusters Score -252028.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -252032.109375 Penalty: 2589.253418
	Iteration 38Q: 3 clusters Score -252032.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -252036.546875 Penalty: 2589.253418
	Iteration 39Q: 3 clusters Score -252036.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -252039.812500 Penalty: 2589.253418
	Iteration 40F: 3 clusters Score -252039.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -252046.187500 Penalty: 2589.253418
	Iteration 41Q: 3 clusters Score -252046.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -252049.796875 Penalty: 2589.253418
	Iteration 42Q: 3 clusters Score -252049.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -252059.500000 Penalty: 2589.253418
	Iteration 43Q: 3 clusters Score -252059.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -252072.187500 Penalty: 2589.253418
	Iteration 44Q: 3 clusters Score -252072.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -252076.156250 Penalty: 2589.253418
	Iteration 45Q: 3 clusters Score -252076.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -252080.265625 Penalty: 2589.253418
	Iteration 46Q: 3 clusters Score -252080.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -252084.140625 Penalty: 2589.253418
	Iteration 47Q: 3 clusters Score -252084.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -252089.406250 Penalty: 2589.253418
	Iteration 48Q: 3 clusters Score -252089.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -252093.234375 Penalty: 2589.253418
	Iteration 49Q: 3 clusters Score -252093.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -252097.296875 Penalty: 2589.253418
	Iteration 50Q: 3 clusters Score -252097.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -252101.640625 Penalty: 2589.253418
	Iteration 51Q: 3 clusters Score -252101.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -252109.312500 Penalty: 2589.253418
	Iteration 52Q: 3 clusters Score -252109.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -252122.125000 Penalty: 2589.253418
	Iteration 53Q: 3 clusters Score -252122.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -252143.125000 Penalty: 2589.253418
	Iteration 54Q: 3 clusters Score -252143.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -252169.890625 Penalty: 2589.253418
	Iteration 55Q: 3 clusters Score -252169.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -252185.687500 Penalty: 2589.253418
	Iteration 56Q: 3 clusters Score -252185.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -252206.906250 Penalty: 2589.253418
	Iteration 57Q: 3 clusters Score -252206.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -252222.312500 Penalty: 2589.253418
	Iteration 58Q: 3 clusters Score -252222.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -252229.921875 Penalty: 2589.253418
	Iteration 59Q: 3 clusters Score -252229.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -252233.531250 Penalty: 2589.253418
	Iteration 60F: 3 clusters Score -252233.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -252236.046875 Penalty: 2589.253418
	Iteration 61Q: 3 clusters Score -252236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -252236.843750 Penalty: 2589.253418
	Iteration 62Q: 3 clusters Score -252236.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -252236.843750 Penalty: 2589.253418
	Iteration 63F: 3 clusters Score -252236.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Entering Unmasked Estep 
Score: -347127.218750 Penalty: 1340.810669
	Iteration 0F: 2 clusters Score -347127.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -343915.593750 Penalty: 2681.621338
	Iteration 0F: 3 clusters Score -343915.6 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -344820.343750 Penalty: 2681.621338
	Iteration 1F: 3 clusters Score -344820.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -345091.281250 Penalty: 2681.621338
	Iteration 2F: 3 clusters Score -345091.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -345359.687500 Penalty: 2681.621338
	Iteration 3F: 3 clusters Score -345359.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -345576.906250 Penalty: 2681.621338
	Iteration 4F: 3 clusters Score -345576.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -345728.718750 Penalty: 2681.621338
	Iteration 5F: 3 clusters Score -345728.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -345852.718750 Penalty: 2681.621338
	Iteration 6Q: 3 clusters Score -345852.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -345978.093750 Penalty: 2681.621338
	Iteration 7Q: 3 clusters Score -345978.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -346094.625000 Penalty: 2681.621338
	Iteration 8Q: 3 clusters Score -346094.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -346179.187500 Penalty: 2681.621338
	Iteration 9Q: 3 clusters Score -346179.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -346243.500000 Penalty: 2681.621338
	Iteration 10Q: 3 clusters Score -346243.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -346282.843750 Penalty: 2681.621338
	Iteration 11Q: 3 clusters Score -346282.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -346302.968750 Penalty: 2681.621338
	Iteration 12Q: 3 clusters Score -346303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -346312.343750 Penalty: 2681.621338
	Iteration 13Q: 3 clusters Score -346312.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -346316.656250 Penalty: 2681.621338
	Iteration 14Q: 3 clusters Score -346316.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -346317.968750 Penalty: 2681.621338
	Iteration 15Q: 3 clusters Score -346318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -346319.812500 Penalty: 2681.621338
	Iteration 16Q: 3 clusters Score -346319.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -346322.968750 Penalty: 2681.621338
	Iteration 17Q: 3 clusters Score -346323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -346325.500000 Penalty: 2681.621338
	Iteration 18Q: 3 clusters Score -346325.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -346327.875000 Penalty: 2681.621338
	Iteration 19Q: 3 clusters Score -346327.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -346330.718750 Penalty: 2681.621338
	Iteration 20F: 3 clusters Score -346330.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -346331.031250 Penalty: 2681.621338
	Iteration 21Q: 3 clusters Score -346331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -346331.000000 Penalty: 2681.621338
	Iteration 22Q: 3 clusters Score -346331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -346332.875000 Penalty: 2681.621338
	Iteration 23Q: 3 clusters Score -346332.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -346333.218750 Penalty: 2681.621338
	Iteration 24Q: 3 clusters Score -346333.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -346332.406250 Penalty: 2681.621338
	Iteration 25Q: 3 clusters Score -346332.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -346332.468750 Penalty: 2681.621338
	Iteration 26Q: 3 clusters Score -346332.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -346332.468750 Penalty: 2681.621338
	Iteration 27F: 3 clusters Score -346332.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Entering Unmasked Estep 
Score: -193830.984375 Penalty: 1249.968384
	Iteration 0F: 2 clusters Score -193831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -191653.375000 Penalty: 2499.936768
	Iteration 0F: 3 clusters Score -191653.4 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -192148.250000 Penalty: 2499.936768
	Iteration 1F: 3 clusters Score -192148.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -192285.812500 Penalty: 2499.936768
	Iteration 2F: 3 clusters Score -192285.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -192367.109375 Penalty: 2499.936768
	Iteration 3Q: 3 clusters Score -192367.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -192432.593750 Penalty: 2499.936768
	Iteration 4Q: 3 clusters Score -192432.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -192475.218750 Penalty: 2499.936768
	Iteration 5Q: 3 clusters Score -192475.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -192519.656250 Penalty: 2499.936768
	Iteration 6Q: 3 clusters Score -192519.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -192549.375000 Penalty: 2499.936768
	Iteration 7Q: 3 clusters Score -192549.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -192574.437500 Penalty: 2499.936768
	Iteration 8Q: 3 clusters Score -192574.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -192598.593750 Penalty: 2499.936768
	Iteration 9Q: 3 clusters Score -192598.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -192610.562500 Penalty: 2499.936768
	Iteration 10Q: 3 clusters Score -192610.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -192618.546875 Penalty: 2499.936768
	Iteration 11Q: 3 clusters Score -192618.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -192629.125000 Penalty: 2499.936768
	Iteration 12Q: 3 clusters Score -192629.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -192636.609375 Penalty: 2499.936768
	Iteration 13Q: 3 clusters Score -192636.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -192644.406250 Penalty: 2499.936768
	Iteration 14Q: 3 clusters Score -192644.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -192647.875000 Penalty: 2499.936768
	Iteration 15Q: 3 clusters Score -192647.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -192653.515625 Penalty: 2499.936768
	Iteration 16Q: 3 clusters Score -192653.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -192657.921875 Penalty: 2499.936768
	Iteration 17Q: 3 clusters Score -192657.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -192661.734375 Penalty: 2499.936768
	Iteration 18Q: 3 clusters Score -192661.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -192666.156250 Penalty: 2499.936768
	Iteration 19Q: 3 clusters Score -192666.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -192670.296875 Penalty: 2499.936768
	Iteration 20F: 3 clusters Score -192670.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -192679.171875 Penalty: 2499.936768
	Iteration 21Q: 3 clusters Score -192679.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -192684.328125 Penalty: 2499.936768
	Iteration 22Q: 3 clusters Score -192684.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -192687.781250 Penalty: 2499.936768
	Iteration 23Q: 3 clusters Score -192687.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -192690.359375 Penalty: 2499.936768
	Iteration 24Q: 3 clusters Score -192690.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -192694.093750 Penalty: 2499.936768
	Iteration 25Q: 3 clusters Score -192694.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -192697.250000 Penalty: 2499.936768
	Iteration 26Q: 3 clusters Score -192697.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -192701.656250 Penalty: 2499.936768
	Iteration 27Q: 3 clusters Score -192701.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -192704.921875 Penalty: 2499.936768
	Iteration 28Q: 3 clusters Score -192704.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -192708.781250 Penalty: 2499.936768
	Iteration 29Q: 3 clusters Score -192708.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -192711.296875 Penalty: 2499.936768
	Iteration 30Q: 3 clusters Score -192711.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -192716.484375 Penalty: 2499.936768
	Iteration 31Q: 3 clusters Score -192716.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -192724.421875 Penalty: 2499.936768
	Iteration 32Q: 3 clusters Score -192724.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -192733.875000 Penalty: 2499.936768
	Iteration 33Q: 3 clusters Score -192733.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -192738.703125 Penalty: 2499.936768
	Iteration 34Q: 3 clusters Score -192738.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -192747.921875 Penalty: 2499.936768
	Iteration 35Q: 3 clusters Score -192747.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -192768.781250 Penalty: 2499.936768
	Iteration 36Q: 3 clusters Score -192768.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -192780.968750 Penalty: 2499.936768
	Iteration 37Q: 3 clusters Score -192781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -192789.343750 Penalty: 2499.936768
	Iteration 38Q: 3 clusters Score -192789.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -192798.109375 Penalty: 2499.936768
	Iteration 39Q: 3 clusters Score -192798.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -192812.875000 Penalty: 2499.936768
	Iteration 40F: 3 clusters Score -192812.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -192837.468750 Penalty: 2499.936768
	Iteration 41Q: 3 clusters Score -192837.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -192871.468750 Penalty: 2499.936768
	Iteration 42Q: 3 clusters Score -192871.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -192909.453125 Penalty: 2499.936768
	Iteration 43Q: 3 clusters Score -192909.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -192958.906250 Penalty: 2499.936768
	Iteration 44Q: 3 clusters Score -192958.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -193009.890625 Penalty: 2499.936768
	Iteration 45Q: 3 clusters Score -193009.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -193051.859375 Penalty: 2499.936768
	Iteration 46Q: 3 clusters Score -193051.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -193080.671875 Penalty: 2499.936768
	Iteration 47Q: 3 clusters Score -193080.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -193102.140625 Penalty: 2499.936768
	Iteration 48Q: 3 clusters Score -193102.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -193122.203125 Penalty: 2499.936768
	Iteration 49Q: 3 clusters Score -193122.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -193138.000000 Penalty: 2499.936768
	Iteration 50Q: 3 clusters Score -193138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -193149.000000 Penalty: 2499.936768
	Iteration 51Q: 3 clusters Score -193149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -193155.468750 Penalty: 2499.936768
	Iteration 52Q: 3 clusters Score -193155.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -193159.656250 Penalty: 2499.936768
	Iteration 53Q: 3 clusters Score -193159.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -193161.875000 Penalty: 2499.936768
	Iteration 54Q: 3 clusters Score -193161.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -193164.500000 Penalty: 2499.936768
	Iteration 55Q: 3 clusters Score -193164.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -193165.734375 Penalty: 2499.936768
	Iteration 56Q: 3 clusters Score -193165.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -193166.343750 Penalty: 2499.936768
	Iteration 57Q: 3 clusters Score -193166.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -193166.406250 Penalty: 2499.936768
	Iteration 58Q: 3 clusters Score -193166.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -193166.406250 Penalty: 2499.936768
	Iteration 59F: 3 clusters Score -193166.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (41110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Entering Unmasked Estep 
Score: -3812939.000000 Penalty: 1726.401001
	Iteration 0F: 2 clusters Score -3812939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -3785524.250000 Penalty: 3452.802002
	Iteration 0F: 3 clusters Score -3785524 nChanged 19150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -3796383.750000 Penalty: 3452.802002
	Iteration 1F: 3 clusters Score -3796384 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -3797111.250000 Penalty: 3452.802002
	Iteration 2Q: 3 clusters Score -3797111 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -3798043.500000 Penalty: 3452.802002
	Iteration 3Q: 3 clusters Score -3798044 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -3799324.000000 Penalty: 3452.802002
	Iteration 4F: 3 clusters Score -3799324 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -3801086.250000 Penalty: 3452.802002
	Iteration 5F: 3 clusters Score -3801086 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -3803342.500000 Penalty: 3452.802002
	Iteration 6F: 3 clusters Score -3803342 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -3805856.250000 Penalty: 3452.802002
	Iteration 7F: 3 clusters Score -3805856 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
Score: -3808094.250000 Penalty: 3452.802002
	Iteration 8F: 3 clusters Score -3808094 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -3809618.750000 Penalty: 3452.802002
	Iteration 9Q: 3 clusters Score -3809619 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -3810522.250000 Penalty: 3452.802002
	Iteration 10Q: 3 clusters Score -3810522 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -3810961.250000 Penalty: 3452.802002
	Iteration 11Q: 3 clusters Score -3810961 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -3811163.250000 Penalty: 3452.802002
	Iteration 12Q: 3 clusters Score -3811163 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -3811270.500000 Penalty: 3452.802002
	Iteration 13Q: 3 clusters Score -3811270 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -3811328.500000 Penalty: 3452.802002
	Iteration 14Q: 3 clusters Score -3811328 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -3811358.250000 Penalty: 3452.802002
	Iteration 15Q: 3 clusters Score -3811358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -3811381.250000 Penalty: 3452.802002
	Iteration 16Q: 3 clusters Score -3811381 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -3811401.000000 Penalty: 3452.802002
	Iteration 17Q: 3 clusters Score -3811401 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -3811428.750000 Penalty: 3452.802002
	Iteration 18Q: 3 clusters Score -3811429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 40853 members 
Entering Unmasked Estep 
Score: -3811445.750000 Penalty: 3452.802002
	Iteration 19Q: 3 clusters Score -3811446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -3811459.000000 Penalty: 3452.802002
	Iteration 20F: 3 clusters Score -3811459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -3811465.250000 Penalty: 3452.802002
	Iteration 21Q: 3 clusters Score -3811465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -3811468.250000 Penalty: 3452.802002
	Iteration 22Q: 3 clusters Score -3811468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -3811472.750000 Penalty: 3452.802002
	Iteration 23Q: 3 clusters Score -3811473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -3811473.750000 Penalty: 3452.802002
	Iteration 24Q: 3 clusters Score -3811474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -3811477.750000 Penalty: 3452.802002
	Iteration 25Q: 3 clusters Score -3811478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -3811477.500000 Penalty: 3452.802002
	Iteration 26Q: 3 clusters Score -3811478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -3811482.500000 Penalty: 3452.802002
	Iteration 27Q: 3 clusters Score -3811482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -3811482.500000 Penalty: 3452.802002
	Iteration 28Q: 3 clusters Score -3811482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -3811482.500000 Penalty: 3452.802002
	Iteration 29F: 3 clusters Score -3811482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Entering Unmasked Estep 
Score: -231062.328125 Penalty: 1278.217773
	Iteration 0F: 2 clusters Score -231062.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -228566.093750 Penalty: 2556.435547
	Iteration 0F: 3 clusters Score -228566.1 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -229141.421875 Penalty: 2556.435547
	Iteration 1F: 3 clusters Score -229141.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -229264.312500 Penalty: 2556.435547
	Iteration 2F: 3 clusters Score -229264.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -229334.562500 Penalty: 2556.435547
	Iteration 3F: 3 clusters Score -229334.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -229386.703125 Penalty: 2556.435547
	Iteration 4Q: 3 clusters Score -229386.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -229422.265625 Penalty: 2556.435547
	Iteration 5Q: 3 clusters Score -229422.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -229451.453125 Penalty: 2556.435547
	Iteration 6Q: 3 clusters Score -229451.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -229471.609375 Penalty: 2556.435547
	Iteration 7Q: 3 clusters Score -229471.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -229491.546875 Penalty: 2556.435547
	Iteration 8Q: 3 clusters Score -229491.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -229507.609375 Penalty: 2556.435547
	Iteration 9Q: 3 clusters Score -229507.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -229517.250000 Penalty: 2556.435547
	Iteration 10Q: 3 clusters Score -229517.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -229527.140625 Penalty: 2556.435547
	Iteration 11Q: 3 clusters Score -229527.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -229533.484375 Penalty: 2556.435547
	Iteration 12Q: 3 clusters Score -229533.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -229538.234375 Penalty: 2556.435547
	Iteration 13Q: 3 clusters Score -229538.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -229544.500000 Penalty: 2556.435547
	Iteration 14Q: 3 clusters Score -229544.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -229548.343750 Penalty: 2556.435547
	Iteration 15Q: 3 clusters Score -229548.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -229552.109375 Penalty: 2556.435547
	Iteration 16Q: 3 clusters Score -229552.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -229555.703125 Penalty: 2556.435547
	Iteration 17Q: 3 clusters Score -229555.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -229559.859375 Penalty: 2556.435547
	Iteration 18Q: 3 clusters Score -229559.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -229563.156250 Penalty: 2556.435547
	Iteration 19Q: 3 clusters Score -229563.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -229568.968750 Penalty: 2556.435547
	Iteration 20F: 3 clusters Score -229569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -229571.250000 Penalty: 2556.435547
	Iteration 21Q: 3 clusters Score -229571.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -229574.218750 Penalty: 2556.435547
	Iteration 22Q: 3 clusters Score -229574.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -229578.703125 Penalty: 2556.435547
	Iteration 23Q: 3 clusters Score -229578.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -229585.468750 Penalty: 2556.435547
	Iteration 24Q: 3 clusters Score -229585.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -229596.703125 Penalty: 2556.435547
	Iteration 25Q: 3 clusters Score -229596.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -229604.593750 Penalty: 2556.435547
	Iteration 26Q: 3 clusters Score -229604.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -229612.046875 Penalty: 2556.435547
	Iteration 27Q: 3 clusters Score -229612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -229620.953125 Penalty: 2556.435547
	Iteration 28Q: 3 clusters Score -229621 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -229630.218750 Penalty: 2556.435547
	Iteration 29Q: 3 clusters Score -229630.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -229638.875000 Penalty: 2556.435547
	Iteration 30Q: 3 clusters Score -229638.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -229647.234375 Penalty: 2556.435547
	Iteration 31Q: 3 clusters Score -229647.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -229657.046875 Penalty: 2556.435547
	Iteration 32Q: 3 clusters Score -229657 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -229669.625000 Penalty: 2556.435547
	Iteration 33Q: 3 clusters Score -229669.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -229682.265625 Penalty: 2556.435547
	Iteration 34Q: 3 clusters Score -229682.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -229689.312500 Penalty: 2556.435547
	Iteration 35Q: 3 clusters Score -229689.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -229695.875000 Penalty: 2556.435547
	Iteration 36Q: 3 clusters Score -229695.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -229702.484375 Penalty: 2556.435547
	Iteration 37Q: 3 clusters Score -229702.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -229705.296875 Penalty: 2556.435547
	Iteration 38Q: 3 clusters Score -229705.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -229706.890625 Penalty: 2556.435547
	Iteration 39Q: 3 clusters Score -229706.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -229707.031250 Penalty: 2556.435547
	Iteration 40F: 3 clusters Score -229707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -229707.703125 Penalty: 2556.435547
	Iteration 41Q: 3 clusters Score -229707.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -229708.640625 Penalty: 2556.435547
	Iteration 42Q: 3 clusters Score -229708.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -229711.328125 Penalty: 2556.435547
	Iteration 43Q: 3 clusters Score -229711.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -229714.515625 Penalty: 2556.435547
	Iteration 44Q: 3 clusters Score -229714.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -229717.875000 Penalty: 2556.435547
	Iteration 45Q: 3 clusters Score -229717.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -229728.015625 Penalty: 2556.435547
	Iteration 46Q: 3 clusters Score -229728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -229739.125000 Penalty: 2556.435547
	Iteration 47Q: 3 clusters Score -229739.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -229746.906250 Penalty: 2556.435547
	Iteration 48Q: 3 clusters Score -229746.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -229755.562500 Penalty: 2556.435547
	Iteration 49Q: 3 clusters Score -229755.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -229764.062500 Penalty: 2556.435547
	Iteration 50Q: 3 clusters Score -229764.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -229770.796875 Penalty: 2556.435547
	Iteration 51Q: 3 clusters Score -229770.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -229777.796875 Penalty: 2556.435547
	Iteration 52Q: 3 clusters Score -229777.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -229788.031250 Penalty: 2556.435547
	Iteration 53Q: 3 clusters Score -229788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -229799.906250 Penalty: 2556.435547
	Iteration 54Q: 3 clusters Score -229799.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -229813.203125 Penalty: 2556.435547
	Iteration 55Q: 3 clusters Score -229813.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -229826.921875 Penalty: 2556.435547
	Iteration 56Q: 3 clusters Score -229826.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -229839.250000 Penalty: 2556.435547
	Iteration 57Q: 3 clusters Score -229839.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -229854.593750 Penalty: 2556.435547
	Iteration 58Q: 3 clusters Score -229854.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -229876.093750 Penalty: 2556.435547
	Iteration 59Q: 3 clusters Score -229876.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -229899.750000 Penalty: 2556.435547
	Iteration 60F: 3 clusters Score -229899.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -229924.296875 Penalty: 2556.435547
	Iteration 61Q: 3 clusters Score -229924.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -229946.640625 Penalty: 2556.435547
	Iteration 62Q: 3 clusters Score -229946.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -229970.484375 Penalty: 2556.435547
	Iteration 63Q: 3 clusters Score -229970.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -229992.953125 Penalty: 2556.435547
	Iteration 64Q: 3 clusters Score -229993 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -230018.140625 Penalty: 2556.435547
	Iteration 65Q: 3 clusters Score -230018.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -230050.125000 Penalty: 2556.435547
	Iteration 66Q: 3 clusters Score -230050.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -230078.109375 Penalty: 2556.435547
	Iteration 67Q: 3 clusters Score -230078.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -230109.031250 Penalty: 2556.435547
	Iteration 68Q: 3 clusters Score -230109 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -230146.218750 Penalty: 2556.435547
	Iteration 69Q: 3 clusters Score -230146.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -230177.312500 Penalty: 2556.435547
	Iteration 70Q: 3 clusters Score -230177.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -230217.296875 Penalty: 2556.435547
	Iteration 71Q: 3 clusters Score -230217.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -230273.156250 Penalty: 2556.435547
	Iteration 72Q: 3 clusters Score -230273.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -230367.656250 Penalty: 2556.435547
	Iteration 73Q: 3 clusters Score -230367.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -230484.500000 Penalty: 2556.435547
	Iteration 74Q: 3 clusters Score -230484.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -230566.109375 Penalty: 2556.435547
	Iteration 75Q: 3 clusters Score -230566.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -230606.781250 Penalty: 2556.435547
	Iteration 76Q: 3 clusters Score -230606.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -230631.484375 Penalty: 2556.435547
	Iteration 77Q: 3 clusters Score -230631.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -230653.406250 Penalty: 2556.435547
	Iteration 78Q: 3 clusters Score -230653.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -230673.875000 Penalty: 2556.435547
	Iteration 79Q: 3 clusters Score -230673.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -230693.421875 Penalty: 2556.435547
	Iteration 80F: 3 clusters Score -230693.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -230701.359375 Penalty: 2556.435547
	Iteration 81Q: 3 clusters Score -230701.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -230703.156250 Penalty: 2556.435547
	Iteration 82Q: 3 clusters Score -230703.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -230704.937500 Penalty: 2556.435547
	Iteration 83Q: 3 clusters Score -230704.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -230705.468750 Penalty: 2556.435547
	Iteration 84Q: 3 clusters Score -230705.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -230705.468750 Penalty: 2556.435547
	Iteration 85F: 3 clusters Score -230705.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -47705.164062 Penalty: 1044.041260
	Iteration 0F: 2 clusters Score -47705.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -46585.363281 Penalty: 2088.082520
	Iteration 0F: 3 clusters Score -46585.36 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -46836.933594 Penalty: 2088.082520
	Iteration 1F: 3 clusters Score -46836.93 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -46904.226562 Penalty: 2088.082520
	Iteration 2F: 3 clusters Score -46904.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -46956.804688 Penalty: 2088.082520
	Iteration 3F: 3 clusters Score -46956.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -47003.765625 Penalty: 2088.082520
	Iteration 4Q: 3 clusters Score -47003.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -47057.558594 Penalty: 2088.082520
	Iteration 5Q: 3 clusters Score -47057.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -47107.207031 Penalty: 2088.082520
	Iteration 6Q: 3 clusters Score -47107.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -47163.460938 Penalty: 2088.082520
	Iteration 7Q: 3 clusters Score -47163.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47179.109375 Penalty: 2088.082520
	Iteration 8Q: 3 clusters Score -47179.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -47189.484375 Penalty: 2088.082520
	Iteration 9Q: 3 clusters Score -47189.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -47194.000000 Penalty: 2088.082520
	Iteration 10Q: 3 clusters Score -47194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -47195.164062 Penalty: 2088.082520
	Iteration 11Q: 3 clusters Score -47195.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -47195.164062 Penalty: 2088.082520
	Iteration 12F: 3 clusters Score -47195.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (81114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81114 members 
Entering Unmasked Estep 
Score: -7496722.500000 Penalty: 1836.836792
	Iteration 0F: 2 clusters Score -7496722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -7442221.000000 Penalty: 3673.673584
	Iteration 0F: 3 clusters Score -7442221 nChanged 38668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -7464478.500000 Penalty: 3673.673584
	Iteration 1F: 3 clusters Score -7464478 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -7464982.500000 Penalty: 3673.673584
	Iteration 2Q: 3 clusters Score -7464982 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -7465525.500000 Penalty: 3673.673584
	Iteration 3Q: 3 clusters Score -7465526 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -7466190.500000 Penalty: 3673.673584
	Iteration 4Q: 3 clusters Score -7466190 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -7466917.000000 Penalty: 3673.673584
	Iteration 5Q: 3 clusters Score -7466917 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -7467753.000000 Penalty: 3673.673584
	Iteration 6Q: 3 clusters Score -7467753 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -7468875.000000 Penalty: 3673.673584
	Iteration 7Q: 3 clusters Score -7468875 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -7470254.000000 Penalty: 3673.673584
	Iteration 8Q: 3 clusters Score -7470254 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -7472048.000000 Penalty: 3673.673584
	Iteration 9Q: 3 clusters Score -7472048 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -7474620.000000 Penalty: 3673.673584
	Iteration 10F: 3 clusters Score -7474620 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -7477583.000000 Penalty: 3673.673584
	Iteration 11F: 3 clusters Score -7477583 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -7479793.500000 Penalty: 3673.673584
	Iteration 12F: 3 clusters Score -7479794 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 42885 members 
Entering Unmasked Estep 
Score: -7480890.000000 Penalty: 3673.673584
	Iteration 13Q: 3 clusters Score -7480890 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -7481229.000000 Penalty: 3673.673584
	Iteration 14Q: 3 clusters Score -7481229 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -7481416.500000 Penalty: 3673.673584
	Iteration 15Q: 3 clusters Score -7481416 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 43957 members 
Entering Unmasked Estep 
Score: -7481509.000000 Penalty: 3673.673584
	Iteration 16Q: 3 clusters Score -7481509 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 44288 members 
Entering Unmasked Estep 
Score: -7481594.500000 Penalty: 3673.673584
	Iteration 17Q: 3 clusters Score -7481594 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 44639 members 
Entering Unmasked Estep 
Score: -7481682.500000 Penalty: 3673.673584
	Iteration 18Q: 3 clusters Score -7481682 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -7481738.500000 Penalty: 3673.673584
	Iteration 19Q: 3 clusters Score -7481738 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -7481772.000000 Penalty: 3673.673584
	Iteration 20F: 3 clusters Score -7481772 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 45782 members 
Entering Unmasked Estep 
Score: -7481816.000000 Penalty: 3673.673584
	Iteration 21Q: 3 clusters Score -7481816 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -7481878.500000 Penalty: 3673.673584
	Iteration 22Q: 3 clusters Score -7481878 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -7481886.500000 Penalty: 3673.673584
	Iteration 23Q: 3 clusters Score -7481886 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 47111 members 
Entering Unmasked Estep 
Score: -7481961.500000 Penalty: 3673.673584
	Iteration 24Q: 3 clusters Score -7481962 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 47640 members 
Entering Unmasked Estep 
Score: -7482012.500000 Penalty: 3673.673584
	Iteration 25Q: 3 clusters Score -7482012 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 48192 members 
Entering Unmasked Estep 
Score: -7482102.000000 Penalty: 3673.673584
	Iteration 26Q: 3 clusters Score -7482102 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 48796 members 
Entering Unmasked Estep 
Score: -7482211.500000 Penalty: 3673.673584
	Iteration 27Q: 3 clusters Score -7482212 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 49464 members 
Entering Unmasked Estep 
Score: -7482302.500000 Penalty: 3673.673584
	Iteration 28Q: 3 clusters Score -7482302 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 50208 members 
Entering Unmasked Estep 
Score: -7482424.000000 Penalty: 3673.673584
	Iteration 29Q: 3 clusters Score -7482424 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 51054 members 
Entering Unmasked Estep 
Score: -7482598.500000 Penalty: 3673.673584
	Iteration 30Q: 3 clusters Score -7482598 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 51983 members 
Entering Unmasked Estep 
Score: -7482783.500000 Penalty: 3673.673584
	Iteration 31Q: 3 clusters Score -7482784 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 53033 members 
Entering Unmasked Estep 
Score: -7483014.000000 Penalty: 3673.673584
	Iteration 32Q: 3 clusters Score -7483014 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 54134 members 
Entering Unmasked Estep 
Score: -7483315.000000 Penalty: 3673.673584
	Iteration 33Q: 3 clusters Score -7483315 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 55366 members 
Entering Unmasked Estep 
Score: -7483662.500000 Penalty: 3673.673584
	Iteration 34Q: 3 clusters Score -7483662 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 56717 members 
Entering Unmasked Estep 
Score: -7484066.500000 Penalty: 3673.673584
	Iteration 35Q: 3 clusters Score -7484066 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 58193 members 
Entering Unmasked Estep 
Score: -7484532.000000 Penalty: 3673.673584
	Iteration 36Q: 3 clusters Score -7484532 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 59754 members 
Entering Unmasked Estep 
Score: -7485101.000000 Penalty: 3673.673584
	Iteration 37Q: 3 clusters Score -7485101 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 61328 members 
Entering Unmasked Estep 
Score: -7485682.000000 Penalty: 3673.673584
	Iteration 38Q: 3 clusters Score -7485682 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 62927 members 
Entering Unmasked Estep 
Score: -7486212.500000 Penalty: 3673.673584
	Iteration 39Q: 3 clusters Score -7486212 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 64577 members 
Entering Unmasked Estep 
Score: -7486935.000000 Penalty: 3673.673584
	Iteration 40F: 3 clusters Score -7486935 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 66243 members 
Entering Unmasked Estep 
Score: -7487751.000000 Penalty: 3673.673584
	Iteration 41Q: 3 clusters Score -7487751 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 67986 members 
Entering Unmasked Estep 
Score: -7488658.000000 Penalty: 3673.673584
	Iteration 42Q: 3 clusters Score -7488658 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 69656 members 
Entering Unmasked Estep 
Score: -7489593.500000 Penalty: 3673.673584
	Iteration 43Q: 3 clusters Score -7489594 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 71235 members 
Entering Unmasked Estep 
Score: -7490529.000000 Penalty: 3673.673584
	Iteration 44Q: 3 clusters Score -7490529 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 72620 members 
Entering Unmasked Estep 
Score: -7491467.000000 Penalty: 3673.673584
	Iteration 45Q: 3 clusters Score -7491467 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 73896 members 
Entering Unmasked Estep 
Score: -7492388.000000 Penalty: 3673.673584
	Iteration 46Q: 3 clusters Score -7492388 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 74986 members 
Entering Unmasked Estep 
Score: -7493129.500000 Penalty: 3673.673584
	Iteration 47Q: 3 clusters Score -7493130 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 75902 members 
Entering Unmasked Estep 
Score: -7493723.500000 Penalty: 3673.673584
	Iteration 48Q: 3 clusters Score -7493724 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 76603 members 
Entering Unmasked Estep 
Score: -7494122.000000 Penalty: 3673.673584
	Iteration 49Q: 3 clusters Score -7494122 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 77147 members 
Entering Unmasked Estep 
Score: -7494397.500000 Penalty: 3673.673584
	Iteration 50Q: 3 clusters Score -7494398 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 77591 members 
Entering Unmasked Estep 
Score: -7494636.000000 Penalty: 3673.673584
	Iteration 51Q: 3 clusters Score -7494636 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 77957 members 
Entering Unmasked Estep 
Score: -7494799.000000 Penalty: 3673.673584
	Iteration 52Q: 3 clusters Score -7494799 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 78254 members 
Entering Unmasked Estep 
Score: -7494933.500000 Penalty: 3673.673584
	Iteration 53Q: 3 clusters Score -7494934 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 78498 members 
Entering Unmasked Estep 
Score: -7495065.000000 Penalty: 3673.673584
	Iteration 54Q: 3 clusters Score -7495065 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 78707 members 
Entering Unmasked Estep 
Score: -7495154.000000 Penalty: 3673.673584
	Iteration 55Q: 3 clusters Score -7495154 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 78889 members 
Entering Unmasked Estep 
Score: -7495222.500000 Penalty: 3673.673584
	Iteration 56Q: 3 clusters Score -7495222 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 79028 members 
Entering Unmasked Estep 
Score: -7495267.000000 Penalty: 3673.673584
	Iteration 57Q: 3 clusters Score -7495267 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 79148 members 
Entering Unmasked Estep 
Score: -7495308.000000 Penalty: 3673.673584
	Iteration 58Q: 3 clusters Score -7495308 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 79236 members 
Entering Unmasked Estep 
Score: -7495343.500000 Penalty: 3673.673584
	Iteration 59Q: 3 clusters Score -7495344 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 79313 members 
Entering Unmasked Estep 
Score: -7495383.000000 Penalty: 3673.673584
	Iteration 60F: 3 clusters Score -7495383 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 79369 members 
Entering Unmasked Estep 
Score: -7495391.000000 Penalty: 3673.673584
	Iteration 61Q: 3 clusters Score -7495391 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 79413 members 
Entering Unmasked Estep 
Score: -7495412.000000 Penalty: 3673.673584
	Iteration 62Q: 3 clusters Score -7495412 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 79461 members 
Entering Unmasked Estep 
Score: -7495447.500000 Penalty: 3673.673584
	Iteration 63Q: 3 clusters Score -7495448 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 79499 members 
Entering Unmasked Estep 
Score: -7495460.500000 Penalty: 3673.673584
	Iteration 64Q: 3 clusters Score -7495460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 79534 members 
Entering Unmasked Estep 
Score: -7495469.500000 Penalty: 3673.673584
	Iteration 65Q: 3 clusters Score -7495470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 79567 members 
Entering Unmasked Estep 
Score: -7495479.500000 Penalty: 3673.673584
	Iteration 66Q: 3 clusters Score -7495480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 79588 members 
Entering Unmasked Estep 
Score: -7495483.000000 Penalty: 3673.673584
	Iteration 67Q: 3 clusters Score -7495483 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 79614 members 
Entering Unmasked Estep 
Score: -7495489.500000 Penalty: 3673.673584
	Iteration 68Q: 3 clusters Score -7495490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 79628 members 
Entering Unmasked Estep 
Score: -7495505.000000 Penalty: 3673.673584
	Iteration 69Q: 3 clusters Score -7495505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 79640 members 
Entering Unmasked Estep 
Score: -7495498.500000 Penalty: 3673.673584
	Iteration 70Q: 3 clusters Score -7495498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 79651 members 
Entering Unmasked Estep 
Score: -7495505.000000 Penalty: 3673.673584
	Iteration 71Q: 3 clusters Score -7495505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 79659 members 
Entering Unmasked Estep 
Score: -7495501.500000 Penalty: 3673.673584
	Iteration 72Q: 3 clusters Score -7495502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 79668 members 
Entering Unmasked Estep 
Score: -7495498.500000 Penalty: 3673.673584
	Iteration 73Q: 3 clusters Score -7495498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 79671 members 
Entering Unmasked Estep 
Score: -7495493.500000 Penalty: 3673.673584
	Iteration 74Q: 3 clusters Score -7495494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 79673 members 
Entering Unmasked Estep 
Score: -7495496.500000 Penalty: 3673.673584
	Iteration 75Q: 3 clusters Score -7495496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 79673 members 
Entering Unmasked Estep 
Score: -7495496.500000 Penalty: 3673.673584
	Iteration 76Q: 3 clusters Score -7495496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 79676 members 
Entering Unmasked Estep 
Score: -7495500.000000 Penalty: 3673.673584
	Iteration 77Q: 3 clusters Score -7495500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 79679 members 
Entering Unmasked Estep 
Score: -7495502.000000 Penalty: 3673.673584
	Iteration 78Q: 3 clusters Score -7495502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 79679 members 
Entering Unmasked Estep 
Score: -7495502.000000 Penalty: 3673.673584
	Iteration 79F: 3 clusters Score -7495502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27185 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115300 members 
Mstep: Class 7 contains 124356 members 
Mstep: Class 8 contains 27384 members 
Mstep: Class 9 contains 63805 members 
Mstep: Class 10 contains 15253 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 59745 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40010 members 
Mstep: Class 17 contains 6219 members 
Mstep: Class 18 contains 59433 members 
Mstep: Class 19 contains 6150 members 
Mstep: Class 20 contains 13038 members 
Mstep: Class 21 contains 13636 members 
Mstep: Class 22 contains 6875 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10482 members 
Mstep: Class 26 contains 19243 members 
Mstep: Class 27 contains 73384 members 
Mstep: Class 28 contains 1213 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3362 members 
Mstep: Class 33 contains 7894 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7196 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8973 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1974 members 
Mstep: Class 40 contains 12554 members 
Mstep: Class 41 contains 6831 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41110 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475504.000000 Penalty: 111905.187500
Iteration 359Q: 51 clusters Score -8.44755e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27190 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115300 members 
Mstep: Class 7 contains 124355 members 
Mstep: Class 8 contains 27384 members 
Mstep: Class 9 contains 63802 members 
Mstep: Class 10 contains 15253 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 59745 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40011 members 
Mstep: Class 17 contains 6219 members 
Mstep: Class 18 contains 59433 members 
Mstep: Class 19 contains 6148 members 
Mstep: Class 20 contains 13038 members 
Mstep: Class 21 contains 13636 members 
Mstep: Class 22 contains 6874 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10482 members 
Mstep: Class 26 contains 19244 members 
Mstep: Class 27 contains 73381 members 
Mstep: Class 28 contains 1212 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3361 members 
Mstep: Class 33 contains 7893 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7194 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8973 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1974 members 
Mstep: Class 40 contains 12548 members 
Mstep: Class 41 contains 6832 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41108 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475480.000000 Penalty: 111905.187500
Iteration 360F: 51 clusters Score -8.447548e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27192 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115300 members 
Mstep: Class 7 contains 124356 members 
Mstep: Class 8 contains 27387 members 
Mstep: Class 9 contains 63801 members 
Mstep: Class 10 contains 15253 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 59745 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40013 members 
Mstep: Class 17 contains 6219 members 
Mstep: Class 18 contains 59433 members 
Mstep: Class 19 contains 6150 members 
Mstep: Class 20 contains 13039 members 
Mstep: Class 21 contains 13638 members 
Mstep: Class 22 contains 6876 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10482 members 
Mstep: Class 26 contains 19246 members 
Mstep: Class 27 contains 73379 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3360 members 
Mstep: Class 33 contains 7891 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7190 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8973 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1974 members 
Mstep: Class 40 contains 12545 members 
Mstep: Class 41 contains 6834 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41108 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475488.000000 Penalty: 111905.187500
Iteration 361Q: 51 clusters Score -8.447549e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27193 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115300 members 
Mstep: Class 7 contains 124356 members 
Mstep: Class 8 contains 27391 members 
Mstep: Class 9 contains 63800 members 
Mstep: Class 10 contains 15253 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 59744 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40014 members 
Mstep: Class 17 contains 6219 members 
Mstep: Class 18 contains 59431 members 
Mstep: Class 19 contains 6151 members 
Mstep: Class 20 contains 13039 members 
Mstep: Class 21 contains 13637 members 
Mstep: Class 22 contains 6876 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10482 members 
Mstep: Class 26 contains 19246 members 
Mstep: Class 27 contains 73381 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3361 members 
Mstep: Class 33 contains 7892 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7188 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8973 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12544 members 
Mstep: Class 41 contains 6833 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41108 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475464.000000 Penalty: 111905.187500
Iteration 362Q: 51 clusters Score -8.447546e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27191 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115299 members 
Mstep: Class 7 contains 124357 members 
Mstep: Class 8 contains 27392 members 
Mstep: Class 9 contains 63801 members 
Mstep: Class 10 contains 15253 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 59744 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40015 members 
Mstep: Class 17 contains 6219 members 
Mstep: Class 18 contains 59431 members 
Mstep: Class 19 contains 6151 members 
Mstep: Class 20 contains 13039 members 
Mstep: Class 21 contains 13637 members 
Mstep: Class 22 contains 6873 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10482 members 
Mstep: Class 26 contains 19245 members 
Mstep: Class 27 contains 73380 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3361 members 
Mstep: Class 33 contains 7893 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7186 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8973 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12550 members 
Mstep: Class 41 contains 6833 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41108 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475488.000000 Penalty: 111905.187500
Iteration 363Q: 51 clusters Score -8.447549e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27191 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115299 members 
Mstep: Class 7 contains 124358 members 
Mstep: Class 8 contains 27392 members 
Mstep: Class 9 contains 63803 members 
Mstep: Class 10 contains 15253 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 59744 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40013 members 
Mstep: Class 17 contains 6218 members 
Mstep: Class 18 contains 59432 members 
Mstep: Class 19 contains 6153 members 
Mstep: Class 20 contains 13039 members 
Mstep: Class 21 contains 13636 members 
Mstep: Class 22 contains 6872 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10482 members 
Mstep: Class 26 contains 19244 members 
Mstep: Class 27 contains 73380 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3360 members 
Mstep: Class 33 contains 7892 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7187 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8973 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12558 members 
Mstep: Class 41 contains 6832 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41108 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475488.000000 Penalty: 111905.187500
Iteration 364Q: 51 clusters Score -8.447549e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27193 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 115298 members 
Mstep: Class 7 contains 124360 members 
Mstep: Class 8 contains 27391 members 
Mstep: Class 9 contains 63805 members 
Mstep: Class 10 contains 15253 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 59744 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40015 members 
Mstep: Class 17 contains 6218 members 
Mstep: Class 18 contains 59432 members 
Mstep: Class 19 contains 6154 members 
Mstep: Class 20 contains 13039 members 
Mstep: Class 21 contains 13636 members 
Mstep: Class 22 contains 6872 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10482 members 
Mstep: Class 26 contains 19244 members 
Mstep: Class 27 contains 73377 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3359 members 
Mstep: Class 33 contains 7892 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7186 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8973 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12562 members 
Mstep: Class 41 contains 6832 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41106 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475480.000000 Penalty: 111905.187500
Iteration 365Q: 51 clusters Score -8.447548e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27192 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115299 members 
Mstep: Class 7 contains 124360 members 
Mstep: Class 8 contains 27394 members 
Mstep: Class 9 contains 63808 members 
Mstep: Class 10 contains 15252 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 59744 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40014 members 
Mstep: Class 17 contains 6218 members 
Mstep: Class 18 contains 59432 members 
Mstep: Class 19 contains 6153 members 
Mstep: Class 20 contains 13039 members 
Mstep: Class 21 contains 13635 members 
Mstep: Class 22 contains 6872 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10482 members 
Mstep: Class 26 contains 19244 members 
Mstep: Class 27 contains 73376 members 
Mstep: Class 28 contains 1209 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3359 members 
Mstep: Class 33 contains 7892 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7185 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8973 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12575 members 
Mstep: Class 41 contains 6832 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41103 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475464.000000 Penalty: 111905.187500
Iteration 366Q: 51 clusters Score -8.447546e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27195 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115300 members 
Mstep: Class 7 contains 124360 members 
Mstep: Class 8 contains 27395 members 
Mstep: Class 9 contains 63808 members 
Mstep: Class 10 contains 15252 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 59744 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40013 members 
Mstep: Class 17 contains 6219 members 
Mstep: Class 18 contains 59432 members 
Mstep: Class 19 contains 6151 members 
Mstep: Class 20 contains 13039 members 
Mstep: Class 21 contains 13635 members 
Mstep: Class 22 contains 6872 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10482 members 
Mstep: Class 26 contains 19245 members 
Mstep: Class 27 contains 73374 members 
Mstep: Class 28 contains 1208 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3359 members 
Mstep: Class 33 contains 7892 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7185 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8973 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12584 members 
Mstep: Class 41 contains 6832 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41101 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475472.000000 Penalty: 111905.187500
Iteration 367Q: 51 clusters Score -8.447547e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27197 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115300 members 
Mstep: Class 7 contains 124360 members 
Mstep: Class 8 contains 27396 members 
Mstep: Class 9 contains 63807 members 
Mstep: Class 10 contains 15252 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 59744 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40014 members 
Mstep: Class 17 contains 6220 members 
Mstep: Class 18 contains 59432 members 
Mstep: Class 19 contains 6149 members 
Mstep: Class 20 contains 13039 members 
Mstep: Class 21 contains 13635 members 
Mstep: Class 22 contains 6872 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10482 members 
Mstep: Class 26 contains 19244 members 
Mstep: Class 27 contains 73375 members 
Mstep: Class 28 contains 1206 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3359 members 
Mstep: Class 33 contains 7892 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7184 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8973 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12597 members 
Mstep: Class 41 contains 6832 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41102 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475552.000000 Penalty: 111905.187500
Iteration 368Q: 51 clusters Score -8.447555e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27199 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115299 members 
Mstep: Class 7 contains 124362 members 
Mstep: Class 8 contains 27396 members 
Mstep: Class 9 contains 63808 members 
Mstep: Class 10 contains 15252 members 
Mstep: Class 11 contains 3491 members 
Mstep: Class 12 contains 59744 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40014 members 
Mstep: Class 17 contains 6220 members 
Mstep: Class 18 contains 59432 members 
Mstep: Class 19 contains 6150 members 
Mstep: Class 20 contains 13039 members 
Mstep: Class 21 contains 13636 members 
Mstep: Class 22 contains 6872 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10482 members 
Mstep: Class 26 contains 19245 members 
Mstep: Class 27 contains 73375 members 
Mstep: Class 28 contains 1204 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3358 members 
Mstep: Class 33 contains 7891 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7184 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8973 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12605 members 
Mstep: Class 41 contains 6832 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41101 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475504.000000 Penalty: 111905.187500
Iteration 369Q: 51 clusters Score -8.44755e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27202 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115299 members 
Mstep: Class 7 contains 124364 members 
Mstep: Class 8 contains 27396 members 
Mstep: Class 9 contains 63808 members 
Mstep: Class 10 contains 15252 members 
Mstep: Class 11 contains 3491 members 
Mstep: Class 12 contains 59744 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40014 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 59432 members 
Mstep: Class 19 contains 6147 members 
Mstep: Class 20 contains 13039 members 
Mstep: Class 21 contains 13637 members 
Mstep: Class 22 contains 6874 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10482 members 
Mstep: Class 26 contains 19246 members 
Mstep: Class 27 contains 73375 members 
Mstep: Class 28 contains 1203 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3357 members 
Mstep: Class 33 contains 7891 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7184 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8973 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12621 members 
Mstep: Class 41 contains 6831 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41099 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475424.000000 Penalty: 111905.187500
Iteration 370Q: 51 clusters Score -8.447542e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27201 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115299 members 
Mstep: Class 7 contains 124366 members 
Mstep: Class 8 contains 27396 members 
Mstep: Class 9 contains 63808 members 
Mstep: Class 10 contains 15252 members 
Mstep: Class 11 contains 3491 members 
Mstep: Class 12 contains 59744 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40014 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 59432 members 
Mstep: Class 19 contains 6148 members 
Mstep: Class 20 contains 13039 members 
Mstep: Class 21 contains 13637 members 
Mstep: Class 22 contains 6875 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10482 members 
Mstep: Class 26 contains 19246 members 
Mstep: Class 27 contains 73378 members 
Mstep: Class 28 contains 1202 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3355 members 
Mstep: Class 33 contains 7891 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7184 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8973 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12631 members 
Mstep: Class 41 contains 6830 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41098 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475448.000000 Penalty: 111905.187500
Iteration 371Q: 51 clusters Score -8.447545e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27200 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115301 members 
Mstep: Class 7 contains 124368 members 
Mstep: Class 8 contains 27397 members 
Mstep: Class 9 contains 63810 members 
Mstep: Class 10 contains 15252 members 
Mstep: Class 11 contains 3491 members 
Mstep: Class 12 contains 59744 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40014 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 59432 members 
Mstep: Class 19 contains 6148 members 
Mstep: Class 20 contains 13039 members 
Mstep: Class 21 contains 13637 members 
Mstep: Class 22 contains 6874 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10482 members 
Mstep: Class 26 contains 19246 members 
Mstep: Class 27 contains 73379 members 
Mstep: Class 28 contains 1202 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3355 members 
Mstep: Class 33 contains 7892 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7184 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8973 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12634 members 
Mstep: Class 41 contains 6830 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41096 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475408.000000 Penalty: 111905.187500
Iteration 372Q: 51 clusters Score -8.447541e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27200 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115300 members 
Mstep: Class 7 contains 124371 members 
Mstep: Class 8 contains 27397 members 
Mstep: Class 9 contains 63810 members 
Mstep: Class 10 contains 15252 members 
Mstep: Class 11 contains 3491 members 
Mstep: Class 12 contains 59744 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40016 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 59432 members 
Mstep: Class 19 contains 6148 members 
Mstep: Class 20 contains 13039 members 
Mstep: Class 21 contains 13635 members 
Mstep: Class 22 contains 6873 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10482 members 
Mstep: Class 26 contains 19246 members 
Mstep: Class 27 contains 73378 members 
Mstep: Class 28 contains 1201 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3355 members 
Mstep: Class 33 contains 7894 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7184 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8973 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12639 members 
Mstep: Class 41 contains 6830 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41096 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475376.000000 Penalty: 111905.187500
Iteration 373Q: 51 clusters Score -8.447538e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27202 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115302 members 
Mstep: Class 7 contains 124371 members 
Mstep: Class 8 contains 27396 members 
Mstep: Class 9 contains 63812 members 
Mstep: Class 10 contains 15252 members 
Mstep: Class 11 contains 3491 members 
Mstep: Class 12 contains 59744 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40017 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 59432 members 
Mstep: Class 19 contains 6148 members 
Mstep: Class 20 contains 13038 members 
Mstep: Class 21 contains 13635 members 
Mstep: Class 22 contains 6874 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10483 members 
Mstep: Class 26 contains 19249 members 
Mstep: Class 27 contains 73378 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3355 members 
Mstep: Class 33 contains 7895 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7184 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8973 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12651 members 
Mstep: Class 41 contains 6829 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41095 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 81016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475368.000000 Penalty: 111905.187500
Iteration 374Q: 51 clusters Score -8.447537e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27200 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115302 members 
Mstep: Class 7 contains 124370 members 
Mstep: Class 8 contains 27398 members 
Mstep: Class 9 contains 63813 members 
Mstep: Class 10 contains 15252 members 
Mstep: Class 11 contains 3491 members 
Mstep: Class 12 contains 59744 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40017 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 59432 members 
Mstep: Class 19 contains 6147 members 
Mstep: Class 20 contains 13038 members 
Mstep: Class 21 contains 13635 members 
Mstep: Class 22 contains 6875 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10483 members 
Mstep: Class 26 contains 19253 members 
Mstep: Class 27 contains 73377 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 7895 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7184 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8973 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12667 members 
Mstep: Class 41 contains 6828 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41095 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475312.000000 Penalty: 111905.187500
Iteration 375Q: 51 clusters Score -8.447531e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27201 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115302 members 
Mstep: Class 7 contains 124372 members 
Mstep: Class 8 contains 27398 members 
Mstep: Class 9 contains 63818 members 
Mstep: Class 10 contains 15252 members 
Mstep: Class 11 contains 3491 members 
Mstep: Class 12 contains 59744 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40018 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 59432 members 
Mstep: Class 19 contains 6147 members 
Mstep: Class 20 contains 13037 members 
Mstep: Class 21 contains 13637 members 
Mstep: Class 22 contains 6875 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10484 members 
Mstep: Class 26 contains 19255 members 
Mstep: Class 27 contains 73379 members 
Mstep: Class 28 contains 1196 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 7895 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7183 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8972 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12684 members 
Mstep: Class 41 contains 6828 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41094 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475344.000000 Penalty: 111905.187500
Iteration 376Q: 51 clusters Score -8.447534e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27203 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115300 members 
Mstep: Class 7 contains 124374 members 
Mstep: Class 8 contains 27399 members 
Mstep: Class 9 contains 63821 members 
Mstep: Class 10 contains 15252 members 
Mstep: Class 11 contains 3491 members 
Mstep: Class 12 contains 59744 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40017 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 59432 members 
Mstep: Class 19 contains 6147 members 
Mstep: Class 20 contains 13037 members 
Mstep: Class 21 contains 13636 members 
Mstep: Class 22 contains 6876 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10483 members 
Mstep: Class 26 contains 19257 members 
Mstep: Class 27 contains 73380 members 
Mstep: Class 28 contains 1196 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 7894 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7183 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8972 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12703 members 
Mstep: Class 41 contains 6828 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41093 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475304.000000 Penalty: 111905.187500
Iteration 377Q: 51 clusters Score -8.44753e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27204 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115299 members 
Mstep: Class 7 contains 124373 members 
Mstep: Class 8 contains 27400 members 
Mstep: Class 9 contains 63824 members 
Mstep: Class 10 contains 15252 members 
Mstep: Class 11 contains 3491 members 
Mstep: Class 12 contains 59744 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40017 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 59432 members 
Mstep: Class 19 contains 6147 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13637 members 
Mstep: Class 22 contains 6876 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10483 members 
Mstep: Class 26 contains 19259 members 
Mstep: Class 27 contains 73380 members 
Mstep: Class 28 contains 1195 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 7894 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7182 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8972 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12721 members 
Mstep: Class 41 contains 6827 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41093 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475272.000000 Penalty: 111905.187500
Iteration 378Q: 51 clusters Score -8.447527e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27205 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115299 members 
Mstep: Class 7 contains 124374 members 
Mstep: Class 8 contains 27401 members 
Mstep: Class 9 contains 63825 members 
Mstep: Class 10 contains 15252 members 
Mstep: Class 11 contains 3491 members 
Mstep: Class 12 contains 59745 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40020 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 59432 members 
Mstep: Class 19 contains 6147 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13637 members 
Mstep: Class 22 contains 6876 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10483 members 
Mstep: Class 26 contains 19267 members 
Mstep: Class 27 contains 73377 members 
Mstep: Class 28 contains 1193 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3355 members 
Mstep: Class 33 contains 7895 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7180 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8972 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12728 members 
Mstep: Class 41 contains 6828 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41090 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475256.000000 Penalty: 111905.187500
Iteration 379Q: 51 clusters Score -8.447526e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27207 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115299 members 
Mstep: Class 7 contains 124377 members 
Mstep: Class 8 contains 27403 members 
Mstep: Class 9 contains 63828 members 
Mstep: Class 10 contains 15252 members 
Mstep: Class 11 contains 3491 members 
Mstep: Class 12 contains 59745 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40020 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 59432 members 
Mstep: Class 19 contains 6148 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13637 members 
Mstep: Class 22 contains 6876 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10483 members 
Mstep: Class 26 contains 19268 members 
Mstep: Class 27 contains 73377 members 
Mstep: Class 28 contains 1192 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3353 members 
Mstep: Class 33 contains 7897 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7179 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8972 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12734 members 
Mstep: Class 41 contains 6829 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41090 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475280.000000 Penalty: 111905.187500
Iteration 380F: 51 clusters Score -8.447528e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27212 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115299 members 
Mstep: Class 7 contains 124377 members 
Mstep: Class 8 contains 27403 members 
Mstep: Class 9 contains 63828 members 
Mstep: Class 10 contains 15252 members 
Mstep: Class 11 contains 3491 members 
Mstep: Class 12 contains 59745 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40020 members 
Mstep: Class 17 contains 6220 members 
Mstep: Class 18 contains 59432 members 
Mstep: Class 19 contains 6147 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13638 members 
Mstep: Class 22 contains 6876 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10483 members 
Mstep: Class 26 contains 19268 members 
Mstep: Class 27 contains 73378 members 
Mstep: Class 28 contains 1191 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3353 members 
Mstep: Class 33 contains 7896 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7180 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8972 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12738 members 
Mstep: Class 41 contains 6829 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41089 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475240.000000 Penalty: 111905.187500
Iteration 381Q: 51 clusters Score -8.447524e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27213 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115301 members 
Mstep: Class 7 contains 124377 members 
Mstep: Class 8 contains 27401 members 
Mstep: Class 9 contains 63831 members 
Mstep: Class 10 contains 15252 members 
Mstep: Class 11 contains 3491 members 
Mstep: Class 12 contains 59745 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40020 members 
Mstep: Class 17 contains 6220 members 
Mstep: Class 18 contains 59432 members 
Mstep: Class 19 contains 6146 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13638 members 
Mstep: Class 22 contains 6876 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10484 members 
Mstep: Class 26 contains 19269 members 
Mstep: Class 27 contains 73377 members 
Mstep: Class 28 contains 1191 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3353 members 
Mstep: Class 33 contains 7896 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7182 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8972 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12748 members 
Mstep: Class 41 contains 6829 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41089 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475192.000000 Penalty: 111905.187500
Iteration 382Q: 51 clusters Score -8.447519e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27217 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115301 members 
Mstep: Class 7 contains 124377 members 
Mstep: Class 8 contains 27401 members 
Mstep: Class 9 contains 63831 members 
Mstep: Class 10 contains 15252 members 
Mstep: Class 11 contains 3491 members 
Mstep: Class 12 contains 59745 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40018 members 
Mstep: Class 17 contains 6220 members 
Mstep: Class 18 contains 59432 members 
Mstep: Class 19 contains 6144 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13639 members 
Mstep: Class 22 contains 6874 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10484 members 
Mstep: Class 26 contains 19273 members 
Mstep: Class 27 contains 73380 members 
Mstep: Class 28 contains 1189 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3353 members 
Mstep: Class 33 contains 7895 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7184 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8971 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12765 members 
Mstep: Class 41 contains 6829 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41090 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475200.000000 Penalty: 111905.187500
Iteration 383Q: 51 clusters Score -8.44752e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27216 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115303 members 
Mstep: Class 7 contains 124377 members 
Mstep: Class 8 contains 27401 members 
Mstep: Class 9 contains 63833 members 
Mstep: Class 10 contains 15252 members 
Mstep: Class 11 contains 3491 members 
Mstep: Class 12 contains 59745 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40015 members 
Mstep: Class 17 contains 6220 members 
Mstep: Class 18 contains 59432 members 
Mstep: Class 19 contains 6142 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13639 members 
Mstep: Class 22 contains 6873 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10485 members 
Mstep: Class 26 contains 19272 members 
Mstep: Class 27 contains 73382 members 
Mstep: Class 28 contains 1188 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3354 members 
Mstep: Class 33 contains 7894 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7186 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8971 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12785 members 
Mstep: Class 41 contains 6828 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41089 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475248.000000 Penalty: 111905.187500
Iteration 384Q: 51 clusters Score -8.447525e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27219 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115302 members 
Mstep: Class 7 contains 124378 members 
Mstep: Class 8 contains 27401 members 
Mstep: Class 9 contains 63835 members 
Mstep: Class 10 contains 15252 members 
Mstep: Class 11 contains 3491 members 
Mstep: Class 12 contains 59745 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40014 members 
Mstep: Class 17 contains 6220 members 
Mstep: Class 18 contains 59431 members 
Mstep: Class 19 contains 6142 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13638 members 
Mstep: Class 22 contains 6871 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10485 members 
Mstep: Class 26 contains 19275 members 
Mstep: Class 27 contains 73381 members 
Mstep: Class 28 contains 1188 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3354 members 
Mstep: Class 33 contains 7894 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7186 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8971 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12797 members 
Mstep: Class 41 contains 6829 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41086 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475240.000000 Penalty: 111905.187500
Iteration 385Q: 51 clusters Score -8.447524e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27218 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115303 members 
Mstep: Class 7 contains 124378 members 
Mstep: Class 8 contains 27401 members 
Mstep: Class 9 contains 63838 members 
Mstep: Class 10 contains 15251 members 
Mstep: Class 11 contains 3491 members 
Mstep: Class 12 contains 59745 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40014 members 
Mstep: Class 17 contains 6220 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 6142 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13636 members 
Mstep: Class 22 contains 6871 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10486 members 
Mstep: Class 26 contains 19281 members 
Mstep: Class 27 contains 73381 members 
Mstep: Class 28 contains 1187 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3354 members 
Mstep: Class 33 contains 7894 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7186 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8971 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12812 members 
Mstep: Class 41 contains 6827 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41081 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475312.000000 Penalty: 111905.187500
Iteration 386Q: 51 clusters Score -8.447531e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27216 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115303 members 
Mstep: Class 7 contains 124377 members 
Mstep: Class 8 contains 27401 members 
Mstep: Class 9 contains 63840 members 
Mstep: Class 10 contains 15251 members 
Mstep: Class 11 contains 3490 members 
Mstep: Class 12 contains 59745 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40015 members 
Mstep: Class 17 contains 6220 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 6142 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13634 members 
Mstep: Class 22 contains 6871 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10486 members 
Mstep: Class 26 contains 19283 members 
Mstep: Class 27 contains 73380 members 
Mstep: Class 28 contains 1185 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3354 members 
Mstep: Class 33 contains 7896 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7186 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8972 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12825 members 
Mstep: Class 41 contains 6827 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41083 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475264.000000 Penalty: 111905.187500
Iteration 387Q: 51 clusters Score -8.447526e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27217 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115306 members 
Mstep: Class 7 contains 124378 members 
Mstep: Class 8 contains 27401 members 
Mstep: Class 9 contains 63837 members 
Mstep: Class 10 contains 15250 members 
Mstep: Class 11 contains 3489 members 
Mstep: Class 12 contains 59745 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40015 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 6142 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13631 members 
Mstep: Class 22 contains 6871 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 10488 members 
Mstep: Class 26 contains 19286 members 
Mstep: Class 27 contains 73380 members 
Mstep: Class 28 contains 1185 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3353 members 
Mstep: Class 33 contains 7895 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7186 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8972 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12840 members 
Mstep: Class 41 contains 6827 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41085 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475312.000000 Penalty: 111905.187500
Iteration 388Q: 51 clusters Score -8.447531e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27215 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115307 members 
Mstep: Class 7 contains 124377 members 
Mstep: Class 8 contains 27400 members 
Mstep: Class 9 contains 63839 members 
Mstep: Class 10 contains 15250 members 
Mstep: Class 11 contains 3488 members 
Mstep: Class 12 contains 59745 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40016 members 
Mstep: Class 17 contains 6222 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 6139 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13628 members 
Mstep: Class 22 contains 6870 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10490 members 
Mstep: Class 26 contains 19288 members 
Mstep: Class 27 contains 73382 members 
Mstep: Class 28 contains 1184 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 7894 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7187 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8972 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12854 members 
Mstep: Class 41 contains 6827 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41088 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475352.000000 Penalty: 111905.187500
Iteration 389Q: 51 clusters Score -8.447535e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27220 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115309 members 
Mstep: Class 7 contains 124377 members 
Mstep: Class 8 contains 27400 members 
Mstep: Class 9 contains 63839 members 
Mstep: Class 10 contains 15250 members 
Mstep: Class 11 contains 3488 members 
Mstep: Class 12 contains 59745 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40015 members 
Mstep: Class 17 contains 6222 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13628 members 
Mstep: Class 22 contains 6868 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10491 members 
Mstep: Class 26 contains 19290 members 
Mstep: Class 27 contains 73383 members 
Mstep: Class 28 contains 1181 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 7894 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7187 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8971 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12867 members 
Mstep: Class 41 contains 6827 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41086 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475336.000000 Penalty: 111905.187500
Iteration 390Q: 51 clusters Score -8.447534e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27224 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 115306 members 
Mstep: Class 7 contains 124377 members 
Mstep: Class 8 contains 27401 members 
Mstep: Class 9 contains 63839 members 
Mstep: Class 10 contains 15250 members 
Mstep: Class 11 contains 3488 members 
Mstep: Class 12 contains 59745 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40015 members 
Mstep: Class 17 contains 6222 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13627 members 
Mstep: Class 22 contains 6866 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10492 members 
Mstep: Class 26 contains 19293 members 
Mstep: Class 27 contains 73381 members 
Mstep: Class 28 contains 1180 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 7894 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7187 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8970 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12876 members 
Mstep: Class 41 contains 6828 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41084 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475344.000000 Penalty: 111905.187500
Iteration 391Q: 51 clusters Score -8.447534e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27225 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 115306 members 
Mstep: Class 7 contains 124379 members 
Mstep: Class 8 contains 27401 members 
Mstep: Class 9 contains 63839 members 
Mstep: Class 10 contains 15250 members 
Mstep: Class 11 contains 3488 members 
Mstep: Class 12 contains 59745 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40015 members 
Mstep: Class 17 contains 6222 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13628 members 
Mstep: Class 22 contains 6866 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10493 members 
Mstep: Class 26 contains 19293 members 
Mstep: Class 27 contains 73380 members 
Mstep: Class 28 contains 1180 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 7894 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7187 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8970 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12885 members 
Mstep: Class 41 contains 6828 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41083 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475352.000000 Penalty: 111905.187500
Iteration 392Q: 51 clusters Score -8.447535e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27224 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 115306 members 
Mstep: Class 7 contains 124380 members 
Mstep: Class 8 contains 27403 members 
Mstep: Class 9 contains 63842 members 
Mstep: Class 10 contains 15250 members 
Mstep: Class 11 contains 3488 members 
Mstep: Class 12 contains 59745 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40015 members 
Mstep: Class 17 contains 6222 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13626 members 
Mstep: Class 22 contains 6866 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10494 members 
Mstep: Class 26 contains 19291 members 
Mstep: Class 27 contains 73383 members 
Mstep: Class 28 contains 1179 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 7894 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7187 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8970 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12895 members 
Mstep: Class 41 contains 6829 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41080 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475392.000000 Penalty: 111905.187500
Iteration 393Q: 51 clusters Score -8.447539e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27222 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 115307 members 
Mstep: Class 7 contains 124380 members 
Mstep: Class 8 contains 27404 members 
Mstep: Class 9 contains 63843 members 
Mstep: Class 10 contains 15250 members 
Mstep: Class 11 contains 3488 members 
Mstep: Class 12 contains 59745 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40015 members 
Mstep: Class 17 contains 6222 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13625 members 
Mstep: Class 22 contains 6866 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10494 members 
Mstep: Class 26 contains 19291 members 
Mstep: Class 27 contains 73382 members 
Mstep: Class 28 contains 1178 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 7895 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7187 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8970 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12901 members 
Mstep: Class 41 contains 6831 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41078 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475320.000000 Penalty: 111905.187500
Iteration 394Q: 51 clusters Score -8.447532e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27221 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 115307 members 
Mstep: Class 7 contains 124380 members 
Mstep: Class 8 contains 27403 members 
Mstep: Class 9 contains 63846 members 
Mstep: Class 10 contains 15248 members 
Mstep: Class 11 contains 3488 members 
Mstep: Class 12 contains 59745 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40015 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13623 members 
Mstep: Class 22 contains 6868 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10495 members 
Mstep: Class 26 contains 19290 members 
Mstep: Class 27 contains 73382 members 
Mstep: Class 28 contains 1177 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 7895 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7187 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8970 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12904 members 
Mstep: Class 41 contains 6831 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41079 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475384.000000 Penalty: 111905.187500
Iteration 395Q: 51 clusters Score -8.447538e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27222 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 115306 members 
Mstep: Class 7 contains 124380 members 
Mstep: Class 8 contains 27403 members 
Mstep: Class 9 contains 63846 members 
Mstep: Class 10 contains 15247 members 
Mstep: Class 11 contains 3488 members 
Mstep: Class 12 contains 59746 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40015 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 6134 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13623 members 
Mstep: Class 22 contains 6868 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10496 members 
Mstep: Class 26 contains 19289 members 
Mstep: Class 27 contains 73386 members 
Mstep: Class 28 contains 1176 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 7894 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7188 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8970 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12894 members 
Mstep: Class 41 contains 6831 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41079 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475408.000000 Penalty: 111905.187500
Iteration 396Q: 51 clusters Score -8.447541e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27225 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 115306 members 
Mstep: Class 7 contains 124379 members 
Mstep: Class 8 contains 27403 members 
Mstep: Class 9 contains 63847 members 
Mstep: Class 10 contains 15246 members 
Mstep: Class 11 contains 3488 members 
Mstep: Class 12 contains 59748 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40015 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 6134 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13624 members 
Mstep: Class 22 contains 6868 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10496 members 
Mstep: Class 26 contains 19290 members 
Mstep: Class 27 contains 73385 members 
Mstep: Class 28 contains 1176 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 7893 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7188 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8970 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12891 members 
Mstep: Class 41 contains 6831 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41078 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475376.000000 Penalty: 111905.187500
Iteration 397Q: 51 clusters Score -8.447538e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27224 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 115306 members 
Mstep: Class 7 contains 124379 members 
Mstep: Class 8 contains 27403 members 
Mstep: Class 9 contains 63847 members 
Mstep: Class 10 contains 15245 members 
Mstep: Class 11 contains 3488 members 
Mstep: Class 12 contains 59750 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40016 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 6134 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13624 members 
Mstep: Class 22 contains 6868 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10496 members 
Mstep: Class 26 contains 19290 members 
Mstep: Class 27 contains 73384 members 
Mstep: Class 28 contains 1176 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 7892 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7188 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8970 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12890 members 
Mstep: Class 41 contains 6830 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41078 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475368.000000 Penalty: 111905.187500
Iteration 398Q: 51 clusters Score -8.447537e+07 nChanged 8
Entering ConstructFrom: 
Score: -84475368.000000 Penalty: 111905.187500
Entering ConstructFrom: 
Trying to split cluster 1 (1112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Entering Unmasked Estep 
Score: -103881.671875 Penalty: 1139.761230
	Iteration 0F: 2 clusters Score -103881.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -102363.218750 Penalty: 2279.522461
	Iteration 0F: 3 clusters Score -102363.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -102606.093750 Penalty: 2279.522461
	Iteration 1F: 3 clusters Score -102606.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -102677.054688 Penalty: 2279.522461
	Iteration 2F: 3 clusters Score -102677.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -102727.164062 Penalty: 2279.522461
	Iteration 3Q: 3 clusters Score -102727.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -102750.296875 Penalty: 2279.522461
	Iteration 4Q: 3 clusters Score -102750.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -102771.984375 Penalty: 2279.522461
	Iteration 5Q: 3 clusters Score -102772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -102785.679688 Penalty: 2279.522461
	Iteration 6Q: 3 clusters Score -102785.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -102795.156250 Penalty: 2279.522461
	Iteration 7Q: 3 clusters Score -102795.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -102802.898438 Penalty: 2279.522461
	Iteration 8Q: 3 clusters Score -102802.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -102809.718750 Penalty: 2279.522461
	Iteration 9Q: 3 clusters Score -102809.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -102811.179688 Penalty: 2279.522461
	Iteration 10Q: 3 clusters Score -102811.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -102811.179688 Penalty: 2279.522461
	Iteration 11F: 3 clusters Score -102811.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (52486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52486 members 
Entering Unmasked Estep 
Score: -4696500.500000 Penalty: 1766.098999
	Iteration 0F: 2 clusters Score -4696500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -4661484.000000 Penalty: 3532.197998
	Iteration 0F: 3 clusters Score -4661484 nChanged 24640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -4675400.500000 Penalty: 3532.197998
	Iteration 1F: 3 clusters Score -4675400 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -4676157.500000 Penalty: 3532.197998
	Iteration 2Q: 3 clusters Score -4676158 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -4677179.000000 Penalty: 3532.197998
	Iteration 3Q: 3 clusters Score -4677179 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -4678647.000000 Penalty: 3532.197998
	Iteration 4F: 3 clusters Score -4678647 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -4680585.500000 Penalty: 3532.197998
	Iteration 5F: 3 clusters Score -4680586 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -4682829.500000 Penalty: 3532.197998
	Iteration 6F: 3 clusters Score -4682830 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -4685010.000000 Penalty: 3532.197998
	Iteration 7F: 3 clusters Score -4685010 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -4686831.000000 Penalty: 3532.197998
	Iteration 8F: 3 clusters Score -4686831 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -4687871.500000 Penalty: 3532.197998
	Iteration 9Q: 3 clusters Score -4687872 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -4688394.000000 Penalty: 3532.197998
	Iteration 10Q: 3 clusters Score -4688394 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -4688686.500000 Penalty: 3532.197998
	Iteration 11Q: 3 clusters Score -4688686 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -4688910.000000 Penalty: 3532.197998
	Iteration 12Q: 3 clusters Score -4688910 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -4689051.500000 Penalty: 3532.197998
	Iteration 13Q: 3 clusters Score -4689052 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -4689219.000000 Penalty: 3532.197998
	Iteration 14Q: 3 clusters Score -4689219 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -4689387.500000 Penalty: 3532.197998
	Iteration 15Q: 3 clusters Score -4689388 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -4689638.500000 Penalty: 3532.197998
	Iteration 16Q: 3 clusters Score -4689638 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -4689856.500000 Penalty: 3532.197998
	Iteration 17Q: 3 clusters Score -4689856 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -4690084.500000 Penalty: 3532.197998
	Iteration 18Q: 3 clusters Score -4690084 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
Score: -4690337.500000 Penalty: 3532.197998
	Iteration 19Q: 3 clusters Score -4690338 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -4690627.000000 Penalty: 3532.197998
	Iteration 20F: 3 clusters Score -4690627 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -4690913.500000 Penalty: 3532.197998
	Iteration 21Q: 3 clusters Score -4690914 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -4691222.500000 Penalty: 3532.197998
	Iteration 22Q: 3 clusters Score -4691222 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -4691598.000000 Penalty: 3532.197998
	Iteration 23Q: 3 clusters Score -4691598 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -4692067.500000 Penalty: 3532.197998
	Iteration 24Q: 3 clusters Score -4692068 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 43855 members 
Entering Unmasked Estep 
Score: -4692559.500000 Penalty: 3532.197998
	Iteration 25Q: 3 clusters Score -4692560 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 44889 members 
Entering Unmasked Estep 
Score: -4693153.500000 Penalty: 3532.197998
	Iteration 26Q: 3 clusters Score -4693154 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -4693713.500000 Penalty: 3532.197998
	Iteration 27Q: 3 clusters Score -4693714 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -4694200.500000 Penalty: 3532.197998
	Iteration 28Q: 3 clusters Score -4694200 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -4694667.000000 Penalty: 3532.197998
	Iteration 29Q: 3 clusters Score -4694667 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 48004 members 
Entering Unmasked Estep 
Score: -4695069.000000 Penalty: 3532.197998
	Iteration 30Q: 3 clusters Score -4695069 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 48497 members 
Entering Unmasked Estep 
Score: -4695429.500000 Penalty: 3532.197998
	Iteration 31Q: 3 clusters Score -4695430 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 48882 members 
Entering Unmasked Estep 
Score: -4695653.000000 Penalty: 3532.197998
	Iteration 32Q: 3 clusters Score -4695653 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 49162 members 
Entering Unmasked Estep 
Score: -4695853.500000 Penalty: 3532.197998
	Iteration 33Q: 3 clusters Score -4695854 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 49385 members 
Entering Unmasked Estep 
Score: -4696015.500000 Penalty: 3532.197998
	Iteration 34Q: 3 clusters Score -4696016 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 49547 members 
Entering Unmasked Estep 
Score: -4696096.000000 Penalty: 3532.197998
	Iteration 35Q: 3 clusters Score -4696096 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 49663 members 
Entering Unmasked Estep 
Score: -4696146.000000 Penalty: 3532.197998
	Iteration 36Q: 3 clusters Score -4696146 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 49745 members 
Entering Unmasked Estep 
Score: -4696186.000000 Penalty: 3532.197998
	Iteration 37Q: 3 clusters Score -4696186 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 49810 members 
Entering Unmasked Estep 
Score: -4696200.500000 Penalty: 3532.197998
	Iteration 38Q: 3 clusters Score -4696200 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 49867 members 
Entering Unmasked Estep 
Score: -4696219.000000 Penalty: 3532.197998
	Iteration 39Q: 3 clusters Score -4696219 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 49911 members 
Entering Unmasked Estep 
Score: -4696227.500000 Penalty: 3532.197998
	Iteration 40F: 3 clusters Score -4696228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 49942 members 
Entering Unmasked Estep 
Score: -4696227.000000 Penalty: 3532.197998
	Iteration 41Q: 3 clusters Score -4696227 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 49965 members 
Entering Unmasked Estep 
Score: -4696226.500000 Penalty: 3532.197998
	Iteration 42Q: 3 clusters Score -4696226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 49982 members 
Entering Unmasked Estep 
Score: -4696229.500000 Penalty: 3532.197998
	Iteration 43Q: 3 clusters Score -4696230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 49995 members 
Entering Unmasked Estep 
Score: -4696229.000000 Penalty: 3532.197998
	Iteration 44Q: 3 clusters Score -4696229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 50007 members 
Entering Unmasked Estep 
Score: -4696229.500000 Penalty: 3532.197998
	Iteration 45Q: 3 clusters Score -4696230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 50013 members 
Entering Unmasked Estep 
Score: -4696238.000000 Penalty: 3532.197998
	Iteration 46Q: 3 clusters Score -4696238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 50017 members 
Entering Unmasked Estep 
Score: -4696239.000000 Penalty: 3532.197998
	Iteration 47Q: 3 clusters Score -4696239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 50019 members 
Entering Unmasked Estep 
Score: -4696243.000000 Penalty: 3532.197998
	Iteration 48Q: 3 clusters Score -4696243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 50023 members 
Entering Unmasked Estep 
Score: -4696251.500000 Penalty: 3532.197998
	Iteration 49Q: 3 clusters Score -4696252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 50024 members 
Entering Unmasked Estep 
Score: -4696243.500000 Penalty: 3532.197998
	Iteration 50Q: 3 clusters Score -4696244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 50024 members 
Entering Unmasked Estep 
Score: -4696243.500000 Penalty: 3532.197998
	Iteration 51F: 3 clusters Score -4696244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Entering Unmasked Estep 
Score: -2521725.750000 Penalty: 1659.438232
	Iteration 0F: 2 clusters Score -2521726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -2503318.250000 Penalty: 3318.876465
	Iteration 0F: 3 clusters Score -2503318 nChanged 12501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -2510360.000000 Penalty: 3318.876465
	Iteration 1F: 3 clusters Score -2510360 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -2510699.250000 Penalty: 3318.876465
	Iteration 2Q: 3 clusters Score -2510699 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2511036.000000 Penalty: 3318.876465
	Iteration 3Q: 3 clusters Score -2511036 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2511448.000000 Penalty: 3318.876465
	Iteration 4Q: 3 clusters Score -2511448 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2512046.250000 Penalty: 3318.876465
	Iteration 5Q: 3 clusters Score -2512046 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -2512957.500000 Penalty: 3318.876465
	Iteration 6F: 3 clusters Score -2512958 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2514305.750000 Penalty: 3318.876465
	Iteration 7F: 3 clusters Score -2514306 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -2515959.750000 Penalty: 3318.876465
	Iteration 8F: 3 clusters Score -2515960 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2517632.000000 Penalty: 3318.876465
	Iteration 9F: 3 clusters Score -2517632 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2518916.000000 Penalty: 3318.876465
	Iteration 10Q: 3 clusters Score -2518916 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2519671.250000 Penalty: 3318.876465
	Iteration 11Q: 3 clusters Score -2519671 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2519989.750000 Penalty: 3318.876465
	Iteration 12Q: 3 clusters Score -2519990 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2520124.750000 Penalty: 3318.876465
	Iteration 13Q: 3 clusters Score -2520125 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2520188.500000 Penalty: 3318.876465
	Iteration 14Q: 3 clusters Score -2520188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2520217.750000 Penalty: 3318.876465
	Iteration 15Q: 3 clusters Score -2520218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2520245.250000 Penalty: 3318.876465
	Iteration 16Q: 3 clusters Score -2520245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2520257.750000 Penalty: 3318.876465
	Iteration 17Q: 3 clusters Score -2520258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2520270.500000 Penalty: 3318.876465
	Iteration 18Q: 3 clusters Score -2520270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -2520278.250000 Penalty: 3318.876465
	Iteration 19Q: 3 clusters Score -2520278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -2520287.250000 Penalty: 3318.876465
	Iteration 20F: 3 clusters Score -2520287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2520288.500000 Penalty: 3318.876465
	Iteration 21Q: 3 clusters Score -2520288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -2520289.500000 Penalty: 3318.876465
	Iteration 22Q: 3 clusters Score -2520290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -2520289.500000 Penalty: 3318.876465
	Iteration 23F: 3 clusters Score -2520290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Entering Unmasked Estep 
Score: -895118.000000 Penalty: 1511.442627
	Iteration 0F: 2 clusters Score -895118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -887370.812500 Penalty: 3022.885254
	Iteration 0F: 3 clusters Score -887370.8 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -890572.125000 Penalty: 3022.885254
	Iteration 1F: 3 clusters Score -890572.1 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -891412.187500 Penalty: 3022.885254
	Iteration 2F: 3 clusters Score -891412.2 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -892128.875000 Penalty: 3022.885254
	Iteration 3F: 3 clusters Score -892128.9 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -892749.375000 Penalty: 3022.885254
	Iteration 4F: 3 clusters Score -892749.4 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -893201.125000 Penalty: 3022.885254
	Iteration 5F: 3 clusters Score -893201.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -893471.875000 Penalty: 3022.885254
	Iteration 6Q: 3 clusters Score -893471.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -893613.500000 Penalty: 3022.885254
	Iteration 7Q: 3 clusters Score -893613.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -893675.750000 Penalty: 3022.885254
	Iteration 8Q: 3 clusters Score -893675.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -893715.250000 Penalty: 3022.885254
	Iteration 9Q: 3 clusters Score -893715.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -893737.687500 Penalty: 3022.885254
	Iteration 10Q: 3 clusters Score -893737.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -893765.187500 Penalty: 3022.885254
	Iteration 11Q: 3 clusters Score -893765.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -893787.312500 Penalty: 3022.885254
	Iteration 12Q: 3 clusters Score -893787.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -893804.125000 Penalty: 3022.885254
	Iteration 13Q: 3 clusters Score -893804.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -893814.562500 Penalty: 3022.885254
	Iteration 14Q: 3 clusters Score -893814.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -893823.562500 Penalty: 3022.885254
	Iteration 15Q: 3 clusters Score -893823.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -893832.187500 Penalty: 3022.885254
	Iteration 16Q: 3 clusters Score -893832.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -893839.312500 Penalty: 3022.885254
	Iteration 17Q: 3 clusters Score -893839.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -893840.812500 Penalty: 3022.885254
	Iteration 18Q: 3 clusters Score -893840.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -893847.937500 Penalty: 3022.885254
	Iteration 19Q: 3 clusters Score -893847.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -893848.500000 Penalty: 3022.885254
	Iteration 20F: 3 clusters Score -893848.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -893853.812500 Penalty: 3022.885254
	Iteration 21Q: 3 clusters Score -893853.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -893853.500000 Penalty: 3022.885254
	Iteration 22Q: 3 clusters Score -893853.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -893855.312500 Penalty: 3022.885254
	Iteration 23Q: 3 clusters Score -893855.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -893856.375000 Penalty: 3022.885254
	Iteration 24Q: 3 clusters Score -893856.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -893856.937500 Penalty: 3022.885254
	Iteration 25Q: 3 clusters Score -893856.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -893860.562500 Penalty: 3022.885254
	Iteration 26Q: 3 clusters Score -893860.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -893859.125000 Penalty: 3022.885254
	Iteration 27Q: 3 clusters Score -893859.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -893861.562500 Penalty: 3022.885254
	Iteration 28Q: 3 clusters Score -893861.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -893864.812500 Penalty: 3022.885254
	Iteration 29Q: 3 clusters Score -893864.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -893867.125000 Penalty: 3022.885254
	Iteration 30Q: 3 clusters Score -893867.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -893867.562500 Penalty: 3022.885254
	Iteration 31Q: 3 clusters Score -893867.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -893869.875000 Penalty: 3022.885254
	Iteration 32Q: 3 clusters Score -893869.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -893871.875000 Penalty: 3022.885254
	Iteration 33Q: 3 clusters Score -893871.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -893872.000000 Penalty: 3022.885254
	Iteration 34Q: 3 clusters Score -893872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -893872.125000 Penalty: 3022.885254
	Iteration 35Q: 3 clusters Score -893872.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -893874.875000 Penalty: 3022.885254
	Iteration 36Q: 3 clusters Score -893874.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -893874.812500 Penalty: 3022.885254
	Iteration 37Q: 3 clusters Score -893874.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -893874.750000 Penalty: 3022.885254
	Iteration 38Q: 3 clusters Score -893874.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -893877.062500 Penalty: 3022.885254
	Iteration 39Q: 3 clusters Score -893877.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -893878.500000 Penalty: 3022.885254
	Iteration 40F: 3 clusters Score -893878.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -893878.875000 Penalty: 3022.885254
	Iteration 41Q: 3 clusters Score -893878.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -893878.750000 Penalty: 3022.885254
	Iteration 42Q: 3 clusters Score -893878.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -893877.437500 Penalty: 3022.885254
	Iteration 43Q: 3 clusters Score -893877.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -893877.437500 Penalty: 3022.885254
	Iteration 44F: 3 clusters Score -893877.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Entering Unmasked Estep 
Score: -281932.593750 Penalty: 1315.782349
	Iteration 0F: 2 clusters Score -281932.6 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 1604 members 
Entering Unmasked Estep 
Score: -279009.406250 Penalty: 2631.564697
	Iteration 0F: 3 clusters Score -279009.4 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -279800.625000 Penalty: 2631.564697
	Iteration 1F: 3 clusters Score -279800.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -280068.312500 Penalty: 2631.564697
	Iteration 2F: 3 clusters Score -280068.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -280339.875000 Penalty: 2631.564697
	Iteration 3F: 3 clusters Score -280339.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -280620.937500 Penalty: 2631.564697
	Iteration 4F: 3 clusters Score -280620.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -280821.375000 Penalty: 2631.564697
	Iteration 5F: 3 clusters Score -280821.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -280970.218750 Penalty: 2631.564697
	Iteration 6Q: 3 clusters Score -280970.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -281070.843750 Penalty: 2631.564697
	Iteration 7Q: 3 clusters Score -281070.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -281129.031250 Penalty: 2631.564697
	Iteration 8Q: 3 clusters Score -281129 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -281191.281250 Penalty: 2631.564697
	Iteration 9Q: 3 clusters Score -281191.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -281270.875000 Penalty: 2631.564697
	Iteration 10Q: 3 clusters Score -281270.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -281388.906250 Penalty: 2631.564697
	Iteration 11Q: 3 clusters Score -281388.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -281578.937500 Penalty: 2631.564697
	Iteration 12Q: 3 clusters Score -281578.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -281770.000000 Penalty: 2631.564697
	Iteration 13Q: 3 clusters Score -281770 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -281855.937500 Penalty: 2631.564697
	Iteration 14Q: 3 clusters Score -281855.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -281906.031250 Penalty: 2631.564697
	Iteration 15Q: 3 clusters Score -281906 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -281929.531250 Penalty: 2631.564697
	Iteration 16Q: 3 clusters Score -281929.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -281940.781250 Penalty: 2631.564697
	Iteration 17Q: 3 clusters Score -281940.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -281949.093750 Penalty: 2631.564697
	Iteration 18Q: 3 clusters Score -281949.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -281952.843750 Penalty: 2631.564697
	Iteration 19Q: 3 clusters Score -281952.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -281955.031250 Penalty: 2631.564697
	Iteration 20F: 3 clusters Score -281955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -281955.375000 Penalty: 2631.564697
	Iteration 21Q: 3 clusters Score -281955.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -281956.937500 Penalty: 2631.564697
	Iteration 22Q: 3 clusters Score -281956.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -281959.468750 Penalty: 2631.564697
	Iteration 23Q: 3 clusters Score -281959.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -281959.968750 Penalty: 2631.564697
	Iteration 24Q: 3 clusters Score -281960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -281960.812500 Penalty: 2631.564697
	Iteration 25Q: 3 clusters Score -281960.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -281961.093750 Penalty: 2631.564697
	Iteration 26Q: 3 clusters Score -281961.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -281961.406250 Penalty: 2631.564697
	Iteration 27Q: 3 clusters Score -281961.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -281961.406250 Penalty: 2631.564697
	Iteration 28F: 3 clusters Score -281961.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27226 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 2032 members 
Mstep: Class 6 contains 115306 members 
Mstep: Class 7 contains 124379 members 
Mstep: Class 8 contains 27403 members 
Mstep: Class 9 contains 63847 members 
Mstep: Class 10 contains 15244 members 
Mstep: Class 11 contains 3488 members 
Mstep: Class 12 contains 59750 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40016 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 6134 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13624 members 
Mstep: Class 22 contains 6868 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10496 members 
Mstep: Class 26 contains 19290 members 
Mstep: Class 27 contains 73384 members 
Mstep: Class 28 contains 1176 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 7891 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7187 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8970 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12892 members 
Mstep: Class 41 contains 6830 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41078 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80722 members 
Mstep: Class 51 contains 1253 members 
Entering Unmasked Estep 
Score: -84474520.000000 Penalty: 114143.289062
Splitting cluster 5 changes total score from -84475368.000000 to -84474520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (115306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115306 members 
Entering Unmasked Estep 
Score: -10603417.000000 Penalty: 1893.993530
	Iteration 0F: 2 clusters Score -1.060342e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57550 members 
Mstep: Class 2 contains 57756 members 
Entering Unmasked Estep 
Score: -10526052.000000 Penalty: 3787.987061
	Iteration 0F: 3 clusters Score -1.052605e+07 nChanged 55417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56563 members 
Mstep: Class 2 contains 58743 members 
Entering Unmasked Estep 
Score: -10558260.000000 Penalty: 3787.987061
	Iteration 1F: 3 clusters Score -1.055826e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56225 members 
Mstep: Class 2 contains 59081 members 
Entering Unmasked Estep 
Score: -10558884.000000 Penalty: 3787.987061
	Iteration 2Q: 3 clusters Score -1.055888e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55737 members 
Mstep: Class 2 contains 59569 members 
Entering Unmasked Estep 
Score: -10559741.000000 Penalty: 3787.987061
	Iteration 3Q: 3 clusters Score -1.055974e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55090 members 
Mstep: Class 2 contains 60216 members 
Entering Unmasked Estep 
Score: -10560687.000000 Penalty: 3787.987061
	Iteration 4Q: 3 clusters Score -1.056069e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54182 members 
Mstep: Class 2 contains 61124 members 
Entering Unmasked Estep 
Score: -10562026.000000 Penalty: 3787.987061
	Iteration 5Q: 3 clusters Score -1.056203e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52876 members 
Mstep: Class 2 contains 62430 members 
Entering Unmasked Estep 
Score: -10563703.000000 Penalty: 3787.987061
	Iteration 6Q: 3 clusters Score -1.05637e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50997 members 
Mstep: Class 2 contains 64309 members 
Entering Unmasked Estep 
Score: -10565938.000000 Penalty: 3787.987061
	Iteration 7Q: 3 clusters Score -1.056594e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 67042 members 
Entering Unmasked Estep 
Score: -10568582.000000 Penalty: 3787.987061
	Iteration 8Q: 3 clusters Score -1.056858e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 70758 members 
Entering Unmasked Estep 
Score: -10571791.000000 Penalty: 3787.987061
	Iteration 9F: 3 clusters Score -1.057179e+07 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 75547 members 
Entering Unmasked Estep 
Score: -10575535.000000 Penalty: 3787.987061
	Iteration 10F: 3 clusters Score -1.057554e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 81240 members 
Entering Unmasked Estep 
Score: -10579929.000000 Penalty: 3787.987061
	Iteration 11F: 3 clusters Score -1.057993e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 87418 members 
Entering Unmasked Estep 
Score: -10584551.000000 Penalty: 3787.987061
	Iteration 12F: 3 clusters Score -1.058455e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 93550 members 
Entering Unmasked Estep 
Score: -10588958.000000 Penalty: 3787.987061
	Iteration 13F: 3 clusters Score -1.058896e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 99086 members 
Entering Unmasked Estep 
Score: -10592944.000000 Penalty: 3787.987061
	Iteration 14Q: 3 clusters Score -1.059294e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 103659 members 
Entering Unmasked Estep 
Score: -10596008.000000 Penalty: 3787.987061
	Iteration 15Q: 3 clusters Score -1.059601e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 107036 members 
Entering Unmasked Estep 
Score: -10598092.000000 Penalty: 3787.987061
	Iteration 16Q: 3 clusters Score -1.059809e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 109434 members 
Entering Unmasked Estep 
Score: -10599482.000000 Penalty: 3787.987061
	Iteration 17Q: 3 clusters Score -1.059948e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 111077 members 
Entering Unmasked Estep 
Score: -10600389.000000 Penalty: 3787.987061
	Iteration 18Q: 3 clusters Score -1.060039e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 112142 members 
Entering Unmasked Estep 
Score: -10600943.000000 Penalty: 3787.987061
	Iteration 19Q: 3 clusters Score -1.060094e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 112810 members 
Entering Unmasked Estep 
Score: -10601303.000000 Penalty: 3787.987061
	Iteration 20F: 3 clusters Score -1.06013e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 113244 members 
Entering Unmasked Estep 
Score: -10601711.000000 Penalty: 3787.987061
	Iteration 21Q: 3 clusters Score -1.060171e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 113464 members 
Entering Unmasked Estep 
Score: -10601960.000000 Penalty: 3787.987061
	Iteration 22Q: 3 clusters Score -1.060196e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 113542 members 
Entering Unmasked Estep 
Score: -10602067.000000 Penalty: 3787.987061
	Iteration 23Q: 3 clusters Score -1.060207e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 113592 members 
Entering Unmasked Estep 
Score: -10602129.000000 Penalty: 3787.987061
	Iteration 24Q: 3 clusters Score -1.060213e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 113625 members 
Entering Unmasked Estep 
Score: -10602176.000000 Penalty: 3787.987061
	Iteration 25Q: 3 clusters Score -1.060218e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 113643 members 
Entering Unmasked Estep 
Score: -10602198.000000 Penalty: 3787.987061
	Iteration 26Q: 3 clusters Score -1.06022e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 113658 members 
Entering Unmasked Estep 
Score: -10602195.000000 Penalty: 3787.987061
	Iteration 27Q: 3 clusters Score -1.06022e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 113667 members 
Entering Unmasked Estep 
Score: -10602222.000000 Penalty: 3787.987061
	Iteration 28Q: 3 clusters Score -1.060222e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 113670 members 
Entering Unmasked Estep 
Score: -10602229.000000 Penalty: 3787.987061
	Iteration 29Q: 3 clusters Score -1.060223e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 113674 members 
Entering Unmasked Estep 
Score: -10602238.000000 Penalty: 3787.987061
	Iteration 30Q: 3 clusters Score -1.060224e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 113678 members 
Entering Unmasked Estep 
Score: -10602250.000000 Penalty: 3787.987061
	Iteration 31Q: 3 clusters Score -1.060225e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 113678 members 
Entering Unmasked Estep 
Score: -10602265.000000 Penalty: 3787.987061
	Iteration 32Q: 3 clusters Score -1.060226e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 113680 members 
Entering Unmasked Estep 
Score: -10602272.000000 Penalty: 3787.987061
	Iteration 33Q: 3 clusters Score -1.060227e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 113685 members 
Entering Unmasked Estep 
Score: -10602271.000000 Penalty: 3787.987061
	Iteration 34Q: 3 clusters Score -1.060227e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 113689 members 
Entering Unmasked Estep 
Score: -10602278.000000 Penalty: 3787.987061
	Iteration 35Q: 3 clusters Score -1.060228e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 113689 members 
Entering Unmasked Estep 
Score: -10602280.000000 Penalty: 3787.987061
	Iteration 36Q: 3 clusters Score -1.060228e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 113685 members 
Entering Unmasked Estep 
Score: -10602286.000000 Penalty: 3787.987061
	Iteration 37Q: 3 clusters Score -1.060229e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 113686 members 
Entering Unmasked Estep 
Score: -10602280.000000 Penalty: 3787.987061
	Iteration 38Q: 3 clusters Score -1.060228e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 113691 members 
Entering Unmasked Estep 
Score: -10602285.000000 Penalty: 3787.987061
	Iteration 39Q: 3 clusters Score -1.060228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 113695 members 
Entering Unmasked Estep 
Score: -10602278.000000 Penalty: 3787.987061
	Iteration 40F: 3 clusters Score -1.060228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 113695 members 
Entering Unmasked Estep 
Score: -10602275.000000 Penalty: 3787.987061
	Iteration 41Q: 3 clusters Score -1.060228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 113699 members 
Entering Unmasked Estep 
Score: -10602275.000000 Penalty: 3787.987061
	Iteration 42Q: 3 clusters Score -1.060228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 113697 members 
Entering Unmasked Estep 
Score: -10602272.000000 Penalty: 3787.987061
	Iteration 43Q: 3 clusters Score -1.060227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 113695 members 
Entering Unmasked Estep 
Score: -10602267.000000 Penalty: 3787.987061
	Iteration 44Q: 3 clusters Score -1.060227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 113692 members 
Entering Unmasked Estep 
Score: -10602274.000000 Penalty: 3787.987061
	Iteration 45Q: 3 clusters Score -1.060227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 113691 members 
Entering Unmasked Estep 
Score: -10602283.000000 Penalty: 3787.987061
	Iteration 46Q: 3 clusters Score -1.060228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 113690 members 
Entering Unmasked Estep 
Score: -10602284.000000 Penalty: 3787.987061
	Iteration 47Q: 3 clusters Score -1.060228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 113692 members 
Entering Unmasked Estep 
Score: -10602278.000000 Penalty: 3787.987061
	Iteration 48Q: 3 clusters Score -1.060228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 113694 members 
Entering Unmasked Estep 
Score: -10602275.000000 Penalty: 3787.987061
	Iteration 49Q: 3 clusters Score -1.060228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 113692 members 
Entering Unmasked Estep 
Score: -10602281.000000 Penalty: 3787.987061
	Iteration 50Q: 3 clusters Score -1.060228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 113691 members 
Entering Unmasked Estep 
Score: -10602283.000000 Penalty: 3787.987061
	Iteration 51Q: 3 clusters Score -1.060228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 113688 members 
Entering Unmasked Estep 
Score: -10602285.000000 Penalty: 3787.987061
	Iteration 52Q: 3 clusters Score -1.060228e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 113685 members 
Entering Unmasked Estep 
Score: -10602286.000000 Penalty: 3787.987061
	Iteration 53Q: 3 clusters Score -1.060229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 113687 members 
Entering Unmasked Estep 
Score: -10602287.000000 Penalty: 3787.987061
	Iteration 54Q: 3 clusters Score -1.060229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 113691 members 
Entering Unmasked Estep 
Score: -10602286.000000 Penalty: 3787.987061
	Iteration 55Q: 3 clusters Score -1.060229e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 113698 members 
Entering Unmasked Estep 
Score: -10602289.000000 Penalty: 3787.987061
	Iteration 56Q: 3 clusters Score -1.060229e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 113701 members 
Entering Unmasked Estep 
Score: -10602289.000000 Penalty: 3787.987061
	Iteration 57Q: 3 clusters Score -1.060229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 113705 members 
Entering Unmasked Estep 
Score: -10602288.000000 Penalty: 3787.987061
	Iteration 58Q: 3 clusters Score -1.060229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 113703 members 
Entering Unmasked Estep 
Score: -10602289.000000 Penalty: 3787.987061
	Iteration 59Q: 3 clusters Score -1.060229e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 113703 members 
Entering Unmasked Estep 
Score: -10602291.000000 Penalty: 3787.987061
	Iteration 60F: 3 clusters Score -1.060229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 113703 members 
Entering Unmasked Estep 
Score: -10602299.000000 Penalty: 3787.987061
	Iteration 61Q: 3 clusters Score -1.06023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 113704 members 
Entering Unmasked Estep 
Score: -10602296.000000 Penalty: 3787.987061
	Iteration 62Q: 3 clusters Score -1.06023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 113702 members 
Entering Unmasked Estep 
Score: -10602301.000000 Penalty: 3787.987061
	Iteration 63Q: 3 clusters Score -1.06023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 113697 members 
Entering Unmasked Estep 
Score: -10602300.000000 Penalty: 3787.987061
	Iteration 64Q: 3 clusters Score -1.06023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 113695 members 
Entering Unmasked Estep 
Score: -10602301.000000 Penalty: 3787.987061
	Iteration 65Q: 3 clusters Score -1.06023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 113692 members 
Entering Unmasked Estep 
Score: -10602298.000000 Penalty: 3787.987061
	Iteration 66Q: 3 clusters Score -1.06023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 113689 members 
Entering Unmasked Estep 
Score: -10602308.000000 Penalty: 3787.987061
	Iteration 67Q: 3 clusters Score -1.060231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 113684 members 
Entering Unmasked Estep 
Score: -10602314.000000 Penalty: 3787.987061
	Iteration 68Q: 3 clusters Score -1.060231e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 113684 members 
Entering Unmasked Estep 
Score: -10602317.000000 Penalty: 3787.987061
	Iteration 69Q: 3 clusters Score -1.060232e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 113685 members 
Entering Unmasked Estep 
Score: -10602318.000000 Penalty: 3787.987061
	Iteration 70Q: 3 clusters Score -1.060232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 113687 members 
Entering Unmasked Estep 
Score: -10602312.000000 Penalty: 3787.987061
	Iteration 71Q: 3 clusters Score -1.060231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 113688 members 
Entering Unmasked Estep 
Score: -10602319.000000 Penalty: 3787.987061
	Iteration 72Q: 3 clusters Score -1.060232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 113688 members 
Entering Unmasked Estep 
Score: -10602315.000000 Penalty: 3787.987061
	Iteration 73Q: 3 clusters Score -1.060232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 113689 members 
Entering Unmasked Estep 
Score: -10602314.000000 Penalty: 3787.987061
	Iteration 74Q: 3 clusters Score -1.060231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 113690 members 
Entering Unmasked Estep 
Score: -10602320.000000 Penalty: 3787.987061
	Iteration 75Q: 3 clusters Score -1.060232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 113690 members 
Entering Unmasked Estep 
Score: -10602318.000000 Penalty: 3787.987061
	Iteration 76Q: 3 clusters Score -1.060232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 113689 members 
Entering Unmasked Estep 
Score: -10602320.000000 Penalty: 3787.987061
	Iteration 77Q: 3 clusters Score -1.060232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 113687 members 
Entering Unmasked Estep 
Score: -10602329.000000 Penalty: 3787.987061
	Iteration 78Q: 3 clusters Score -1.060233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 113688 members 
Entering Unmasked Estep 
Score: -10602332.000000 Penalty: 3787.987061
	Iteration 79Q: 3 clusters Score -1.060233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 113688 members 
Entering Unmasked Estep 
Score: -10602331.000000 Penalty: 3787.987061
	Iteration 80F: 3 clusters Score -1.060233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 113689 members 
Entering Unmasked Estep 
Score: -10602330.000000 Penalty: 3787.987061
	Iteration 81Q: 3 clusters Score -1.060233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 113687 members 
Entering Unmasked Estep 
Score: -10602332.000000 Penalty: 3787.987061
	Iteration 82Q: 3 clusters Score -1.060233e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 113687 members 
Entering Unmasked Estep 
Score: -10602332.000000 Penalty: 3787.987061
	Iteration 83F: 3 clusters Score -1.060233e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (124379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124379 members 
Entering Unmasked Estep 
Score: -11792138.000000 Penalty: 1906.301880
	Iteration 0F: 2 clusters Score -1.179214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62179 members 
Mstep: Class 2 contains 62200 members 
Entering Unmasked Estep 
Score: -11709070.000000 Penalty: 3812.603760
	Iteration 0F: 3 clusters Score -1.170907e+07 nChanged 60012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59397 members 
Mstep: Class 2 contains 64982 members 
Entering Unmasked Estep 
Score: -11744883.000000 Penalty: 3812.603760
	Iteration 1F: 3 clusters Score -1.174488e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57372 members 
Mstep: Class 2 contains 67007 members 
Entering Unmasked Estep 
Score: -11746673.000000 Penalty: 3812.603760
	Iteration 2Q: 3 clusters Score -1.174667e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54394 members 
Mstep: Class 2 contains 69985 members 
Entering Unmasked Estep 
Score: -11749498.000000 Penalty: 3812.603760
	Iteration 3F: 3 clusters Score -1.17495e+07 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50368 members 
Mstep: Class 2 contains 74011 members 
Entering Unmasked Estep 
Score: -11753351.000000 Penalty: 3812.603760
	Iteration 4F: 3 clusters Score -1.175335e+07 nChanged 8329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 78830 members 
Entering Unmasked Estep 
Score: -11758253.000000 Penalty: 3812.603760
	Iteration 5F: 3 clusters Score -1.175825e+07 nChanged 8269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 83727 members 
Entering Unmasked Estep 
Score: -11763591.000000 Penalty: 3812.603760
	Iteration 6F: 3 clusters Score -1.176359e+07 nChanged 7671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 88184 members 
Entering Unmasked Estep 
Score: -11769081.000000 Penalty: 3812.603760
	Iteration 7F: 3 clusters Score -1.176908e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 91344 members 
Entering Unmasked Estep 
Score: -11774716.000000 Penalty: 3812.603760
	Iteration 8F: 3 clusters Score -1.177472e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 93135 members 
Entering Unmasked Estep 
Score: -11781227.000000 Penalty: 3812.603760
	Iteration 9Q: 3 clusters Score -1.178123e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 93826 members 
Entering Unmasked Estep 
Score: -11785877.000000 Penalty: 3812.603760
	Iteration 10Q: 3 clusters Score -1.178588e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 94308 members 
Entering Unmasked Estep 
Score: -11787577.000000 Penalty: 3812.603760
	Iteration 11Q: 3 clusters Score -1.178758e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 94823 members 
Entering Unmasked Estep 
Score: -11788251.000000 Penalty: 3812.603760
	Iteration 12Q: 3 clusters Score -1.178825e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 95276 members 
Entering Unmasked Estep 
Score: -11788576.000000 Penalty: 3812.603760
	Iteration 13Q: 3 clusters Score -1.178858e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 95640 members 
Entering Unmasked Estep 
Score: -11788744.000000 Penalty: 3812.603760
	Iteration 14Q: 3 clusters Score -1.178874e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 95941 members 
Entering Unmasked Estep 
Score: -11788838.000000 Penalty: 3812.603760
	Iteration 15Q: 3 clusters Score -1.178884e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 96196 members 
Entering Unmasked Estep 
Score: -11788859.000000 Penalty: 3812.603760
	Iteration 16Q: 3 clusters Score -1.178886e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 96394 members 
Entering Unmasked Estep 
Score: -11788868.000000 Penalty: 3812.603760
	Iteration 17Q: 3 clusters Score -1.178887e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 96591 members 
Entering Unmasked Estep 
Score: -11788881.000000 Penalty: 3812.603760
	Iteration 18Q: 3 clusters Score -1.178888e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 96759 members 
Entering Unmasked Estep 
Score: -11788894.000000 Penalty: 3812.603760
	Iteration 19Q: 3 clusters Score -1.178889e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 96906 members 
Entering Unmasked Estep 
Score: -11788908.000000 Penalty: 3812.603760
	Iteration 20F: 3 clusters Score -1.178891e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 97036 members 
Entering Unmasked Estep 
Score: -11788934.000000 Penalty: 3812.603760
	Iteration 21Q: 3 clusters Score -1.178893e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 97163 members 
Entering Unmasked Estep 
Score: -11788937.000000 Penalty: 3812.603760
	Iteration 22Q: 3 clusters Score -1.178894e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 97271 members 
Entering Unmasked Estep 
Score: -11788948.000000 Penalty: 3812.603760
	Iteration 23Q: 3 clusters Score -1.178895e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 97361 members 
Entering Unmasked Estep 
Score: -11788948.000000 Penalty: 3812.603760
	Iteration 24Q: 3 clusters Score -1.178895e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 97436 members 
Entering Unmasked Estep 
Score: -11788946.000000 Penalty: 3812.603760
	Iteration 25Q: 3 clusters Score -1.178895e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 97494 members 
Entering Unmasked Estep 
Score: -11788939.000000 Penalty: 3812.603760
	Iteration 26Q: 3 clusters Score -1.178894e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 97543 members 
Entering Unmasked Estep 
Score: -11788951.000000 Penalty: 3812.603760
	Iteration 27Q: 3 clusters Score -1.178895e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 97587 members 
Entering Unmasked Estep 
Score: -11788956.000000 Penalty: 3812.603760
	Iteration 28Q: 3 clusters Score -1.178896e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 97624 members 
Entering Unmasked Estep 
Score: -11788968.000000 Penalty: 3812.603760
	Iteration 29Q: 3 clusters Score -1.178897e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 97663 members 
Entering Unmasked Estep 
Score: -11788973.000000 Penalty: 3812.603760
	Iteration 30Q: 3 clusters Score -1.178897e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 97700 members 
Entering Unmasked Estep 
Score: -11788984.000000 Penalty: 3812.603760
	Iteration 31Q: 3 clusters Score -1.178898e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 97730 members 
Entering Unmasked Estep 
Score: -11788997.000000 Penalty: 3812.603760
	Iteration 32Q: 3 clusters Score -1.1789e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 97755 members 
Entering Unmasked Estep 
Score: -11788994.000000 Penalty: 3812.603760
	Iteration 33Q: 3 clusters Score -1.178899e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 97776 members 
Entering Unmasked Estep 
Score: -11789000.000000 Penalty: 3812.603760
	Iteration 34Q: 3 clusters Score -1.1789e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 97793 members 
Entering Unmasked Estep 
Score: -11788995.000000 Penalty: 3812.603760
	Iteration 35Q: 3 clusters Score -1.1789e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 97815 members 
Entering Unmasked Estep 
Score: -11788999.000000 Penalty: 3812.603760
	Iteration 36Q: 3 clusters Score -1.1789e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 97832 members 
Entering Unmasked Estep 
Score: -11789004.000000 Penalty: 3812.603760
	Iteration 37Q: 3 clusters Score -1.1789e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 97844 members 
Entering Unmasked Estep 
Score: -11788992.000000 Penalty: 3812.603760
	Iteration 38Q: 3 clusters Score -1.178899e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 97857 members 
Entering Unmasked Estep 
Score: -11788981.000000 Penalty: 3812.603760
	Iteration 39Q: 3 clusters Score -1.178898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 97868 members 
Entering Unmasked Estep 
Score: -11788984.000000 Penalty: 3812.603760
	Iteration 40F: 3 clusters Score -1.178898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 97879 members 
Entering Unmasked Estep 
Score: -11788996.000000 Penalty: 3812.603760
	Iteration 41Q: 3 clusters Score -1.1789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 97887 members 
Entering Unmasked Estep 
Score: -11788988.000000 Penalty: 3812.603760
	Iteration 42Q: 3 clusters Score -1.178899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 97890 members 
Entering Unmasked Estep 
Score: -11788982.000000 Penalty: 3812.603760
	Iteration 43Q: 3 clusters Score -1.178898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 97893 members 
Entering Unmasked Estep 
Score: -11788988.000000 Penalty: 3812.603760
	Iteration 44Q: 3 clusters Score -1.178899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 97897 members 
Entering Unmasked Estep 
Score: -11788980.000000 Penalty: 3812.603760
	Iteration 45Q: 3 clusters Score -1.178898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 97905 members 
Entering Unmasked Estep 
Score: -11788978.000000 Penalty: 3812.603760
	Iteration 46Q: 3 clusters Score -1.178898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 97912 members 
Entering Unmasked Estep 
Score: -11788982.000000 Penalty: 3812.603760
	Iteration 47Q: 3 clusters Score -1.178898e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 97927 members 
Entering Unmasked Estep 
Score: -11788986.000000 Penalty: 3812.603760
	Iteration 48Q: 3 clusters Score -1.178899e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 97938 members 
Entering Unmasked Estep 
Score: -11788992.000000 Penalty: 3812.603760
	Iteration 49Q: 3 clusters Score -1.178899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 97948 members 
Entering Unmasked Estep 
Score: -11788992.000000 Penalty: 3812.603760
	Iteration 50Q: 3 clusters Score -1.178899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 97956 members 
Entering Unmasked Estep 
Score: -11788995.000000 Penalty: 3812.603760
	Iteration 51Q: 3 clusters Score -1.1789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 97964 members 
Entering Unmasked Estep 
Score: -11788998.000000 Penalty: 3812.603760
	Iteration 52Q: 3 clusters Score -1.1789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 97964 members 
Entering Unmasked Estep 
Score: -11789002.000000 Penalty: 3812.603760
	Iteration 53Q: 3 clusters Score -1.1789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 97965 members 
Entering Unmasked Estep 
Score: -11789007.000000 Penalty: 3812.603760
	Iteration 54Q: 3 clusters Score -1.178901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 97966 members 
Entering Unmasked Estep 
Score: -11789002.000000 Penalty: 3812.603760
	Iteration 55Q: 3 clusters Score -1.1789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 97967 members 
Entering Unmasked Estep 
Score: -11788998.000000 Penalty: 3812.603760
	Iteration 56Q: 3 clusters Score -1.1789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 97968 members 
Entering Unmasked Estep 
Score: -11788999.000000 Penalty: 3812.603760
	Iteration 57Q: 3 clusters Score -1.1789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 97969 members 
Entering Unmasked Estep 
Score: -11789003.000000 Penalty: 3812.603760
	Iteration 58Q: 3 clusters Score -1.1789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 97971 members 
Entering Unmasked Estep 
Score: -11789007.000000 Penalty: 3812.603760
	Iteration 59Q: 3 clusters Score -1.178901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 97974 members 
Entering Unmasked Estep 
Score: -11789004.000000 Penalty: 3812.603760
	Iteration 60F: 3 clusters Score -1.1789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 97979 members 
Entering Unmasked Estep 
Score: -11789005.000000 Penalty: 3812.603760
	Iteration 61Q: 3 clusters Score -1.1789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 97984 members 
Entering Unmasked Estep 
Score: -11789006.000000 Penalty: 3812.603760
	Iteration 62Q: 3 clusters Score -1.178901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 97987 members 
Entering Unmasked Estep 
Score: -11788998.000000 Penalty: 3812.603760
	Iteration 63Q: 3 clusters Score -1.1789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 97992 members 
Entering Unmasked Estep 
Score: -11789003.000000 Penalty: 3812.603760
	Iteration 64Q: 3 clusters Score -1.1789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 97994 members 
Entering Unmasked Estep 
Score: -11788998.000000 Penalty: 3812.603760
	Iteration 65Q: 3 clusters Score -1.1789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 97996 members 
Entering Unmasked Estep 
Score: -11789002.000000 Penalty: 3812.603760
	Iteration 66Q: 3 clusters Score -1.1789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 98000 members 
Entering Unmasked Estep 
Score: -11789008.000000 Penalty: 3812.603760
	Iteration 67Q: 3 clusters Score -1.178901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 98002 members 
Entering Unmasked Estep 
Score: -11789002.000000 Penalty: 3812.603760
	Iteration 68Q: 3 clusters Score -1.1789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 98008 members 
Entering Unmasked Estep 
Score: -11789005.000000 Penalty: 3812.603760
	Iteration 69Q: 3 clusters Score -1.1789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 98011 members 
Entering Unmasked Estep 
Score: -11789017.000000 Penalty: 3812.603760
	Iteration 70Q: 3 clusters Score -1.178902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 98012 members 
Entering Unmasked Estep 
Score: -11789015.000000 Penalty: 3812.603760
	Iteration 71Q: 3 clusters Score -1.178902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 98012 members 
Entering Unmasked Estep 
Score: -11789015.000000 Penalty: 3812.603760
	Iteration 72F: 3 clusters Score -1.178902e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (27403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Entering Unmasked Estep 
Score: -2267319.500000 Penalty: 1660.491211
	Iteration 0F: 2 clusters Score -2267320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -2248838.250000 Penalty: 3320.982422
	Iteration 0F: 3 clusters Score -2248838 nChanged 12605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2256239.250000 Penalty: 3320.982422
	Iteration 1F: 3 clusters Score -2256239 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -2257128.000000 Penalty: 3320.982422
	Iteration 2F: 3 clusters Score -2257128 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -2257944.750000 Penalty: 3320.982422
	Iteration 3F: 3 clusters Score -2257945 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2258713.750000 Penalty: 3320.982422
	Iteration 4F: 3 clusters Score -2258714 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2259493.000000 Penalty: 3320.982422
	Iteration 5F: 3 clusters Score -2259493 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2260253.250000 Penalty: 3320.982422
	Iteration 6F: 3 clusters Score -2260253 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2261002.750000 Penalty: 3320.982422
	Iteration 7Q: 3 clusters Score -2261003 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2261772.250000 Penalty: 3320.982422
	Iteration 8Q: 3 clusters Score -2261772 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -2262480.250000 Penalty: 3320.982422
	Iteration 9Q: 3 clusters Score -2262480 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -2263184.000000 Penalty: 3320.982422
	Iteration 10Q: 3 clusters Score -2263184 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -2263769.500000 Penalty: 3320.982422
	Iteration 11Q: 3 clusters Score -2263770 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -2264281.000000 Penalty: 3320.982422
	Iteration 12Q: 3 clusters Score -2264281 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -2264647.750000 Penalty: 3320.982422
	Iteration 13Q: 3 clusters Score -2264648 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -2264901.500000 Penalty: 3320.982422
	Iteration 14Q: 3 clusters Score -2264902 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -2265118.000000 Penalty: 3320.982422
	Iteration 15Q: 3 clusters Score -2265118 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -2265300.750000 Penalty: 3320.982422
	Iteration 16Q: 3 clusters Score -2265301 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -2265459.750000 Penalty: 3320.982422
	Iteration 17Q: 3 clusters Score -2265460 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -2265562.500000 Penalty: 3320.982422
	Iteration 18Q: 3 clusters Score -2265562 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -2265671.000000 Penalty: 3320.982422
	Iteration 19Q: 3 clusters Score -2265671 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -2265777.000000 Penalty: 3320.982422
	Iteration 20F: 3 clusters Score -2265777 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -2265884.000000 Penalty: 3320.982422
	Iteration 21Q: 3 clusters Score -2265884 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -2265981.000000 Penalty: 3320.982422
	Iteration 22Q: 3 clusters Score -2265981 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -2266056.500000 Penalty: 3320.982422
	Iteration 23Q: 3 clusters Score -2266056 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -2266120.500000 Penalty: 3320.982422
	Iteration 24Q: 3 clusters Score -2266120 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -2266186.250000 Penalty: 3320.982422
	Iteration 25Q: 3 clusters Score -2266186 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -2266242.250000 Penalty: 3320.982422
	Iteration 26Q: 3 clusters Score -2266242 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -2266284.750000 Penalty: 3320.982422
	Iteration 27Q: 3 clusters Score -2266285 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -2266312.750000 Penalty: 3320.982422
	Iteration 28Q: 3 clusters Score -2266313 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -2266340.750000 Penalty: 3320.982422
	Iteration 29Q: 3 clusters Score -2266341 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -2266360.750000 Penalty: 3320.982422
	Iteration 30Q: 3 clusters Score -2266361 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -2266385.000000 Penalty: 3320.982422
	Iteration 31Q: 3 clusters Score -2266385 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -2266403.000000 Penalty: 3320.982422
	Iteration 32Q: 3 clusters Score -2266403 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -2266415.750000 Penalty: 3320.982422
	Iteration 33Q: 3 clusters Score -2266416 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -2266431.750000 Penalty: 3320.982422
	Iteration 34Q: 3 clusters Score -2266432 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -2266441.250000 Penalty: 3320.982422
	Iteration 35Q: 3 clusters Score -2266441 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -2266452.250000 Penalty: 3320.982422
	Iteration 36Q: 3 clusters Score -2266452 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -2266462.250000 Penalty: 3320.982422
	Iteration 37Q: 3 clusters Score -2266462 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -2266476.000000 Penalty: 3320.982422
	Iteration 38Q: 3 clusters Score -2266476 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -2266485.250000 Penalty: 3320.982422
	Iteration 39Q: 3 clusters Score -2266485 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -2266494.500000 Penalty: 3320.982422
	Iteration 40F: 3 clusters Score -2266494 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -2266513.250000 Penalty: 3320.982422
	Iteration 41Q: 3 clusters Score -2266513 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -2266524.750000 Penalty: 3320.982422
	Iteration 42Q: 3 clusters Score -2266525 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -2266536.250000 Penalty: 3320.982422
	Iteration 43Q: 3 clusters Score -2266536 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -2266544.000000 Penalty: 3320.982422
	Iteration 44Q: 3 clusters Score -2266544 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -2266552.750000 Penalty: 3320.982422
	Iteration 45Q: 3 clusters Score -2266553 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -2266557.250000 Penalty: 3320.982422
	Iteration 46Q: 3 clusters Score -2266557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -2266562.500000 Penalty: 3320.982422
	Iteration 47Q: 3 clusters Score -2266562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -2266573.750000 Penalty: 3320.982422
	Iteration 48Q: 3 clusters Score -2266574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -2266577.250000 Penalty: 3320.982422
	Iteration 49Q: 3 clusters Score -2266577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -2266584.000000 Penalty: 3320.982422
	Iteration 50Q: 3 clusters Score -2266584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -2266582.000000 Penalty: 3320.982422
	Iteration 51Q: 3 clusters Score -2266582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -2266584.250000 Penalty: 3320.982422
	Iteration 52Q: 3 clusters Score -2266584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -2266586.500000 Penalty: 3320.982422
	Iteration 53Q: 3 clusters Score -2266586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -2266592.750000 Penalty: 3320.982422
	Iteration 54Q: 3 clusters Score -2266593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -2266594.500000 Penalty: 3320.982422
	Iteration 55Q: 3 clusters Score -2266594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -2266593.250000 Penalty: 3320.982422
	Iteration 56Q: 3 clusters Score -2266593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -2266596.250000 Penalty: 3320.982422
	Iteration 57Q: 3 clusters Score -2266596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -2266599.500000 Penalty: 3320.982422
	Iteration 58Q: 3 clusters Score -2266600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -2266603.750000 Penalty: 3320.982422
	Iteration 59Q: 3 clusters Score -2266604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -2266607.750000 Penalty: 3320.982422
	Iteration 60F: 3 clusters Score -2266608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -2266609.750000 Penalty: 3320.982422
	Iteration 61Q: 3 clusters Score -2266610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -2266612.250000 Penalty: 3320.982422
	Iteration 62Q: 3 clusters Score -2266612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -2266614.000000 Penalty: 3320.982422
	Iteration 63Q: 3 clusters Score -2266614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -2266618.000000 Penalty: 3320.982422
	Iteration 64Q: 3 clusters Score -2266618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -2266617.250000 Penalty: 3320.982422
	Iteration 65Q: 3 clusters Score -2266617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -2266618.250000 Penalty: 3320.982422
	Iteration 66Q: 3 clusters Score -2266618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -2266618.750000 Penalty: 3320.982422
	Iteration 67Q: 3 clusters Score -2266619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -2266621.250000 Penalty: 3320.982422
	Iteration 68Q: 3 clusters Score -2266621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -2266621.000000 Penalty: 3320.982422
	Iteration 69Q: 3 clusters Score -2266621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -2266621.250000 Penalty: 3320.982422
	Iteration 70Q: 3 clusters Score -2266621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -2266625.750000 Penalty: 3320.982422
	Iteration 71Q: 3 clusters Score -2266626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -2266626.750000 Penalty: 3320.982422
	Iteration 72Q: 3 clusters Score -2266627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -2266626.750000 Penalty: 3320.982422
	Iteration 73F: 3 clusters Score -2266627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (63847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63847 members 
Entering Unmasked Estep 
Score: -5912345.500000 Penalty: 1797.939819
	Iteration 0F: 2 clusters Score -5912346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -5869713.500000 Penalty: 3595.879639
	Iteration 0F: 3 clusters Score -5869714 nChanged 30217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -5887217.000000 Penalty: 3595.879639
	Iteration 1F: 3 clusters Score -5887217 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -5887879.500000 Penalty: 3595.879639
	Iteration 2Q: 3 clusters Score -5887880 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -5888712.500000 Penalty: 3595.879639
	Iteration 3Q: 3 clusters Score -5888712 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -5889831.000000 Penalty: 3595.879639
	Iteration 4Q: 3 clusters Score -5889831 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -5891655.500000 Penalty: 3595.879639
	Iteration 5F: 3 clusters Score -5891656 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43794 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -5894451.500000 Penalty: 3595.879639
	Iteration 6F: 3 clusters Score -5894452 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48188 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -5898234.000000 Penalty: 3595.879639
	Iteration 7F: 3 clusters Score -5898234 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52296 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -5902227.000000 Penalty: 3595.879639
	Iteration 8F: 3 clusters Score -5902227 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55438 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -5905268.500000 Penalty: 3595.879639
	Iteration 9F: 3 clusters Score -5905268 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57426 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -5906968.500000 Penalty: 3595.879639
	Iteration 10Q: 3 clusters Score -5906968 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58782 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -5908030.500000 Penalty: 3595.879639
	Iteration 11Q: 3 clusters Score -5908030 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59794 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -5908698.000000 Penalty: 3595.879639
	Iteration 12Q: 3 clusters Score -5908698 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60571 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -5909188.000000 Penalty: 3595.879639
	Iteration 13Q: 3 clusters Score -5909188 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61190 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -5909535.000000 Penalty: 3595.879639
	Iteration 14Q: 3 clusters Score -5909535 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61701 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -5909845.500000 Penalty: 3595.879639
	Iteration 15Q: 3 clusters Score -5909846 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62122 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -5910095.500000 Penalty: 3595.879639
	Iteration 16Q: 3 clusters Score -5910096 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62420 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -5910277.000000 Penalty: 3595.879639
	Iteration 17Q: 3 clusters Score -5910277 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62657 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5910422.000000 Penalty: 3595.879639
	Iteration 18Q: 3 clusters Score -5910422 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62822 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -5910516.000000 Penalty: 3595.879639
	Iteration 19Q: 3 clusters Score -5910516 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62946 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5910589.000000 Penalty: 3595.879639
	Iteration 20F: 3 clusters Score -5910589 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63050 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5910667.000000 Penalty: 3595.879639
	Iteration 21Q: 3 clusters Score -5910667 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63114 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5910704.500000 Penalty: 3595.879639
	Iteration 22Q: 3 clusters Score -5910704 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63165 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5910739.000000 Penalty: 3595.879639
	Iteration 23Q: 3 clusters Score -5910739 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63203 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5910753.500000 Penalty: 3595.879639
	Iteration 24Q: 3 clusters Score -5910754 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63231 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5910784.000000 Penalty: 3595.879639
	Iteration 25Q: 3 clusters Score -5910784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63253 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5910801.500000 Penalty: 3595.879639
	Iteration 26Q: 3 clusters Score -5910802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63267 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5910813.000000 Penalty: 3595.879639
	Iteration 27Q: 3 clusters Score -5910813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63272 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5910821.500000 Penalty: 3595.879639
	Iteration 28Q: 3 clusters Score -5910822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63281 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5910821.000000 Penalty: 3595.879639
	Iteration 29Q: 3 clusters Score -5910821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63288 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5910831.500000 Penalty: 3595.879639
	Iteration 30Q: 3 clusters Score -5910832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63295 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5910834.000000 Penalty: 3595.879639
	Iteration 31Q: 3 clusters Score -5910834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63300 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5910841.000000 Penalty: 3595.879639
	Iteration 32Q: 3 clusters Score -5910841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63308 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5910840.000000 Penalty: 3595.879639
	Iteration 33Q: 3 clusters Score -5910840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63317 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5910852.000000 Penalty: 3595.879639
	Iteration 34Q: 3 clusters Score -5910852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63321 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5910856.500000 Penalty: 3595.879639
	Iteration 35Q: 3 clusters Score -5910856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63324 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5910863.000000 Penalty: 3595.879639
	Iteration 36Q: 3 clusters Score -5910863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63326 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5910862.500000 Penalty: 3595.879639
	Iteration 37Q: 3 clusters Score -5910862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63327 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5910863.000000 Penalty: 3595.879639
	Iteration 38Q: 3 clusters Score -5910863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63330 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5910858.000000 Penalty: 3595.879639
	Iteration 39Q: 3 clusters Score -5910858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63331 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5910861.500000 Penalty: 3595.879639
	Iteration 40F: 3 clusters Score -5910862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Entering Unmasked Estep 
Score: -1360510.375000 Penalty: 1565.190430
	Iteration 0F: 2 clusters Score -1360510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1349912.375000 Penalty: 3130.380859
	Iteration 0F: 3 clusters Score -1349912 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1353499.375000 Penalty: 3130.380859
	Iteration 1F: 3 clusters Score -1353499 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1353832.625000 Penalty: 3130.380859
	Iteration 2F: 3 clusters Score -1353833 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1354150.375000 Penalty: 3130.380859
	Iteration 3Q: 3 clusters Score -1354150 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1354473.750000 Penalty: 3130.380859
	Iteration 4Q: 3 clusters Score -1354474 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1354945.875000 Penalty: 3130.380859
	Iteration 5Q: 3 clusters Score -1354946 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1355559.000000 Penalty: 3130.380859
	Iteration 6F: 3 clusters Score -1355559 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1356206.250000 Penalty: 3130.380859
	Iteration 7F: 3 clusters Score -1356206 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1356840.250000 Penalty: 3130.380859
	Iteration 8F: 3 clusters Score -1356840 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1357444.500000 Penalty: 3130.380859
	Iteration 9F: 3 clusters Score -1357444 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1358070.625000 Penalty: 3130.380859
	Iteration 10F: 3 clusters Score -1358071 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1358646.625000 Penalty: 3130.380859
	Iteration 11Q: 3 clusters Score -1358647 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1359095.625000 Penalty: 3130.380859
	Iteration 12Q: 3 clusters Score -1359096 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1359387.125000 Penalty: 3130.380859
	Iteration 13Q: 3 clusters Score -1359387 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1359584.875000 Penalty: 3130.380859
	Iteration 14Q: 3 clusters Score -1359585 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1359730.250000 Penalty: 3130.380859
	Iteration 15Q: 3 clusters Score -1359730 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1359832.250000 Penalty: 3130.380859
	Iteration 16Q: 3 clusters Score -1359832 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1359909.250000 Penalty: 3130.380859
	Iteration 17Q: 3 clusters Score -1359909 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1359966.375000 Penalty: 3130.380859
	Iteration 18Q: 3 clusters Score -1359966 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1359996.250000 Penalty: 3130.380859
	Iteration 19Q: 3 clusters Score -1359996 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1360022.875000 Penalty: 3130.380859
	Iteration 20F: 3 clusters Score -1360023 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1360045.250000 Penalty: 3130.380859
	Iteration 21Q: 3 clusters Score -1360045 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1360070.875000 Penalty: 3130.380859
	Iteration 22Q: 3 clusters Score -1360071 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1360094.250000 Penalty: 3130.380859
	Iteration 23Q: 3 clusters Score -1360094 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1360114.375000 Penalty: 3130.380859
	Iteration 24Q: 3 clusters Score -1360114 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1360127.750000 Penalty: 3130.380859
	Iteration 25Q: 3 clusters Score -1360128 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1360144.125000 Penalty: 3130.380859
	Iteration 26Q: 3 clusters Score -1360144 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1360159.375000 Penalty: 3130.380859
	Iteration 27Q: 3 clusters Score -1360159 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1360176.000000 Penalty: 3130.380859
	Iteration 28Q: 3 clusters Score -1360176 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1360187.375000 Penalty: 3130.380859
	Iteration 29Q: 3 clusters Score -1360187 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1360198.375000 Penalty: 3130.380859
	Iteration 30Q: 3 clusters Score -1360198 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1360203.375000 Penalty: 3130.380859
	Iteration 31Q: 3 clusters Score -1360203 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1360211.250000 Penalty: 3130.380859
	Iteration 32Q: 3 clusters Score -1360211 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1360212.000000 Penalty: 3130.380859
	Iteration 33Q: 3 clusters Score -1360212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1360218.125000 Penalty: 3130.380859
	Iteration 34Q: 3 clusters Score -1360218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1360218.750000 Penalty: 3130.380859
	Iteration 35Q: 3 clusters Score -1360219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1360221.875000 Penalty: 3130.380859
	Iteration 36Q: 3 clusters Score -1360222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1360228.125000 Penalty: 3130.380859
	Iteration 37Q: 3 clusters Score -1360228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1360225.750000 Penalty: 3130.380859
	Iteration 38Q: 3 clusters Score -1360226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1360227.000000 Penalty: 3130.380859
	Iteration 39Q: 3 clusters Score -1360227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1360229.375000 Penalty: 3130.380859
	Iteration 40F: 3 clusters Score -1360229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1360229.500000 Penalty: 3130.380859
	Iteration 41Q: 3 clusters Score -1360230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1360230.250000 Penalty: 3130.380859
	Iteration 42Q: 3 clusters Score -1360230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1360231.500000 Penalty: 3130.380859
	Iteration 43Q: 3 clusters Score -1360232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1360231.750000 Penalty: 3130.380859
	Iteration 44Q: 3 clusters Score -1360232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1360233.375000 Penalty: 3130.380859
	Iteration 45Q: 3 clusters Score -1360233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1360232.375000 Penalty: 3130.380859
	Iteration 46Q: 3 clusters Score -1360232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1360230.000000 Penalty: 3130.380859
	Iteration 47Q: 3 clusters Score -1360230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1360232.875000 Penalty: 3130.380859
	Iteration 48Q: 3 clusters Score -1360233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1360234.250000 Penalty: 3130.380859
	Iteration 49Q: 3 clusters Score -1360234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1360231.375000 Penalty: 3130.380859
	Iteration 50Q: 3 clusters Score -1360231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1360232.375000 Penalty: 3130.380859
	Iteration 51Q: 3 clusters Score -1360232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1360233.000000 Penalty: 3130.380859
	Iteration 52Q: 3 clusters Score -1360233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1360233.625000 Penalty: 3130.380859
	Iteration 53Q: 3 clusters Score -1360234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1360235.500000 Penalty: 3130.380859
	Iteration 54Q: 3 clusters Score -1360236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1360235.500000 Penalty: 3130.380859
	Iteration 55F: 3 clusters Score -1360236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Entering Unmasked Estep 
Score: -303439.312500 Penalty: 1325.526123
	Iteration 0F: 2 clusters Score -303439.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -300414.031250 Penalty: 2651.052246
	Iteration 0F: 3 clusters Score -300414 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -301195.531250 Penalty: 2651.052246
	Iteration 1F: 3 clusters Score -301195.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -301361.312500 Penalty: 2651.052246
	Iteration 2F: 3 clusters Score -301361.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -301482.125000 Penalty: 2651.052246
	Iteration 3F: 3 clusters Score -301482.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -301587.625000 Penalty: 2651.052246
	Iteration 4Q: 3 clusters Score -301587.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -301731.250000 Penalty: 2651.052246
	Iteration 5Q: 3 clusters Score -301731.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -301886.500000 Penalty: 2651.052246
	Iteration 6Q: 3 clusters Score -301886.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -302020.562500 Penalty: 2651.052246
	Iteration 7Q: 3 clusters Score -302020.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -302127.937500 Penalty: 2651.052246
	Iteration 8Q: 3 clusters Score -302127.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -302216.218750 Penalty: 2651.052246
	Iteration 9Q: 3 clusters Score -302216.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -302287.312500 Penalty: 2651.052246
	Iteration 10Q: 3 clusters Score -302287.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -302350.281250 Penalty: 2651.052246
	Iteration 11Q: 3 clusters Score -302350.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -302410.656250 Penalty: 2651.052246
	Iteration 12Q: 3 clusters Score -302410.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -302456.343750 Penalty: 2651.052246
	Iteration 13Q: 3 clusters Score -302456.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -302493.437500 Penalty: 2651.052246
	Iteration 14Q: 3 clusters Score -302493.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -302539.125000 Penalty: 2651.052246
	Iteration 15Q: 3 clusters Score -302539.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -302577.812500 Penalty: 2651.052246
	Iteration 16Q: 3 clusters Score -302577.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -302606.937500 Penalty: 2651.052246
	Iteration 17Q: 3 clusters Score -302606.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -302634.500000 Penalty: 2651.052246
	Iteration 18Q: 3 clusters Score -302634.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -302660.812500 Penalty: 2651.052246
	Iteration 19Q: 3 clusters Score -302660.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -302679.062500 Penalty: 2651.052246
	Iteration 20F: 3 clusters Score -302679.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -302701.156250 Penalty: 2651.052246
	Iteration 21Q: 3 clusters Score -302701.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -302722.968750 Penalty: 2651.052246
	Iteration 22Q: 3 clusters Score -302723 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -302740.687500 Penalty: 2651.052246
	Iteration 23Q: 3 clusters Score -302740.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -302754.656250 Penalty: 2651.052246
	Iteration 24Q: 3 clusters Score -302754.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -302762.968750 Penalty: 2651.052246
	Iteration 25Q: 3 clusters Score -302763 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -302773.531250 Penalty: 2651.052246
	Iteration 26Q: 3 clusters Score -302773.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -302783.968750 Penalty: 2651.052246
	Iteration 27Q: 3 clusters Score -302784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -302793.843750 Penalty: 2651.052246
	Iteration 28Q: 3 clusters Score -302793.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -302801.531250 Penalty: 2651.052246
	Iteration 29Q: 3 clusters Score -302801.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -302805.375000 Penalty: 2651.052246
	Iteration 30Q: 3 clusters Score -302805.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -302810.593750 Penalty: 2651.052246
	Iteration 31Q: 3 clusters Score -302810.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -302814.656250 Penalty: 2651.052246
	Iteration 32Q: 3 clusters Score -302814.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -302819.000000 Penalty: 2651.052246
	Iteration 33Q: 3 clusters Score -302819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -302822.375000 Penalty: 2651.052246
	Iteration 34Q: 3 clusters Score -302822.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -302826.531250 Penalty: 2651.052246
	Iteration 35Q: 3 clusters Score -302826.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -302828.656250 Penalty: 2651.052246
	Iteration 36Q: 3 clusters Score -302828.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -302832.156250 Penalty: 2651.052246
	Iteration 37Q: 3 clusters Score -302832.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -302833.468750 Penalty: 2651.052246
	Iteration 38Q: 3 clusters Score -302833.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -302833.750000 Penalty: 2651.052246
	Iteration 39Q: 3 clusters Score -302833.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -302834.437500 Penalty: 2651.052246
	Iteration 40F: 3 clusters Score -302834.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -302837.531250 Penalty: 2651.052246
	Iteration 41Q: 3 clusters Score -302837.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -302839.406250 Penalty: 2651.052246
	Iteration 42Q: 3 clusters Score -302839.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -302840.843750 Penalty: 2651.052246
	Iteration 43Q: 3 clusters Score -302840.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -302841.531250 Penalty: 2651.052246
	Iteration 44Q: 3 clusters Score -302841.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -302842.125000 Penalty: 2651.052246
	Iteration 45Q: 3 clusters Score -302842.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -302842.125000 Penalty: 2651.052246
	Iteration 46F: 3 clusters Score -302842.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (59750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59750 members 
Entering Unmasked Estep 
Score: -5504725.500000 Penalty: 1787.162842
	Iteration 0F: 2 clusters Score -5504726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -5464901.000000 Penalty: 3574.325684
	Iteration 0F: 3 clusters Score -5464901 nChanged 28122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -5480601.000000 Penalty: 3574.325684
	Iteration 1F: 3 clusters Score -5480601 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -5481222.000000 Penalty: 3574.325684
	Iteration 2Q: 3 clusters Score -5481222 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -5482021.500000 Penalty: 3574.325684
	Iteration 3Q: 3 clusters Score -5482022 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -5483380.000000 Penalty: 3574.325684
	Iteration 4Q: 3 clusters Score -5483380 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -5486063.000000 Penalty: 3574.325684
	Iteration 5F: 3 clusters Score -5486063 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 47153 members 
Entering Unmasked Estep 
Score: -5490538.000000 Penalty: 3574.325684
	Iteration 6F: 3 clusters Score -5490538 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 52910 members 
Entering Unmasked Estep 
Score: -5496302.000000 Penalty: 3574.325684
	Iteration 7F: 3 clusters Score -5496302 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 57086 members 
Entering Unmasked Estep 
Score: -5500539.500000 Penalty: 3574.325684
	Iteration 8F: 3 clusters Score -5500540 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 58949 members 
Entering Unmasked Estep 
Score: -5502402.500000 Penalty: 3574.325684
	Iteration 9Q: 3 clusters Score -5502402 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 59435 members 
Entering Unmasked Estep 
Score: -5502867.000000 Penalty: 3574.325684
	Iteration 10Q: 3 clusters Score -5502867 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 59563 members 
Entering Unmasked Estep 
Score: -5503065.500000 Penalty: 3574.325684
	Iteration 11Q: 3 clusters Score -5503066 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 59590 members 
Entering Unmasked Estep 
Score: -5503127.000000 Penalty: 3574.325684
	Iteration 12Q: 3 clusters Score -5503127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 59597 members 
Entering Unmasked Estep 
Score: -5503143.500000 Penalty: 3574.325684
	Iteration 13Q: 3 clusters Score -5503144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 59604 members 
Entering Unmasked Estep 
Score: -5503164.500000 Penalty: 3574.325684
	Iteration 14Q: 3 clusters Score -5503164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 59604 members 
Entering Unmasked Estep 
Score: -5503166.500000 Penalty: 3574.325684
	Iteration 15Q: 3 clusters Score -5503166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 59604 members 
Entering Unmasked Estep 
Score: -5503171.500000 Penalty: 3574.325684
	Iteration 16Q: 3 clusters Score -5503172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 59604 members 
Entering Unmasked Estep 
Score: -5503169.500000 Penalty: 3574.325684
	Iteration 17Q: 3 clusters Score -5503170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 59605 members 
Entering Unmasked Estep 
Score: -5503174.500000 Penalty: 3574.325684
	Iteration 18Q: 3 clusters Score -5503174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 59605 members 
Entering Unmasked Estep 
Score: -5503179.500000 Penalty: 3574.325684
	Iteration 19Q: 3 clusters Score -5503180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 59605 members 
Entering Unmasked Estep 
Score: -5503186.500000 Penalty: 3574.325684
	Iteration 20F: 3 clusters Score -5503186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 59607 members 
Entering Unmasked Estep 
Score: -5503185.500000 Penalty: 3574.325684
	Iteration 21Q: 3 clusters Score -5503186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 59608 members 
Entering Unmasked Estep 
Score: -5503189.000000 Penalty: 3574.325684
	Iteration 22Q: 3 clusters Score -5503189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 59608 members 
Entering Unmasked Estep 
Score: -5503189.000000 Penalty: 3574.325684
	Iteration 23F: 3 clusters Score -5503189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -27632.052734 Penalty: 937.352173
	Iteration 0F: 2 clusters Score -27632.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26719.433594 Penalty: 1874.704346
	Iteration 0F: 3 clusters Score -26719.43 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -26807.871094 Penalty: 1874.704346
	Iteration 1F: 3 clusters Score -26807.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26823.695312 Penalty: 1874.704346
	Iteration 2Q: 3 clusters Score -26823.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26824.917969 Penalty: 1874.704346
	Iteration 3Q: 3 clusters Score -26824.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26824.917969 Penalty: 1874.704346
	Iteration 4F: 3 clusters Score -26824.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Entering Unmasked Estep 
Score: -91233.851562 Penalty: 1165.019409
	Iteration 0F: 2 clusters Score -91233.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -89671.835938 Penalty: 2330.038818
	Iteration 0F: 3 clusters Score -89671.84 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -90358.757812 Penalty: 2330.038818
	Iteration 1F: 3 clusters Score -90358.76 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -90693.140625 Penalty: 2330.038818
	Iteration 2F: 3 clusters Score -90693.14 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -90867.804688 Penalty: 2330.038818
	Iteration 3F: 3 clusters Score -90867.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -91022.609375 Penalty: 2330.038818
	Iteration 4Q: 3 clusters Score -91022.61 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -91206.109375 Penalty: 2330.038818
	Iteration 5Q: 3 clusters Score -91206.11 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -91320.015625 Penalty: 2330.038818
	Iteration 6Q: 3 clusters Score -91320.02 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -91393.851562 Penalty: 2330.038818
	Iteration 7Q: 3 clusters Score -91393.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -91441.031250 Penalty: 2330.038818
	Iteration 8Q: 3 clusters Score -91441.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -91468.687500 Penalty: 2330.038818
	Iteration 9Q: 3 clusters Score -91468.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -91480.179688 Penalty: 2330.038818
	Iteration 10Q: 3 clusters Score -91480.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -91492.250000 Penalty: 2330.038818
	Iteration 11Q: 3 clusters Score -91492.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -91503.015625 Penalty: 2330.038818
	Iteration 12Q: 3 clusters Score -91503.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -91510.578125 Penalty: 2330.038818
	Iteration 13Q: 3 clusters Score -91510.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -91515.773438 Penalty: 2330.038818
	Iteration 14Q: 3 clusters Score -91515.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -91521.414062 Penalty: 2330.038818
	Iteration 15Q: 3 clusters Score -91521.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -91525.203125 Penalty: 2330.038818
	Iteration 16Q: 3 clusters Score -91525.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -91527.617188 Penalty: 2330.038818
	Iteration 17Q: 3 clusters Score -91527.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -91528.492188 Penalty: 2330.038818
	Iteration 18Q: 3 clusters Score -91528.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -91530.523438 Penalty: 2330.038818
	Iteration 19Q: 3 clusters Score -91530.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -91533.718750 Penalty: 2330.038818
	Iteration 20F: 3 clusters Score -91533.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -91535.250000 Penalty: 2330.038818
	Iteration 21Q: 3 clusters Score -91535.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -91538.664062 Penalty: 2330.038818
	Iteration 22Q: 3 clusters Score -91538.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -91543.984375 Penalty: 2330.038818
	Iteration 23Q: 3 clusters Score -91543.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -91554.164062 Penalty: 2330.038818
	Iteration 24Q: 3 clusters Score -91554.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -91564.742188 Penalty: 2330.038818
	Iteration 25Q: 3 clusters Score -91564.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -91579.507812 Penalty: 2330.038818
	Iteration 26Q: 3 clusters Score -91579.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -91588.906250 Penalty: 2330.038818
	Iteration 27Q: 3 clusters Score -91588.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -91601.312500 Penalty: 2330.038818
	Iteration 28Q: 3 clusters Score -91601.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -91607.789062 Penalty: 2330.038818
	Iteration 29Q: 3 clusters Score -91607.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -91610.695312 Penalty: 2330.038818
	Iteration 30Q: 3 clusters Score -91610.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -91613.921875 Penalty: 2330.038818
	Iteration 31Q: 3 clusters Score -91613.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -91613.921875 Penalty: 2330.038818
	Iteration 32F: 3 clusters Score -91613.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27226 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 115306 members 
Mstep: Class 7 contains 124379 members 
Mstep: Class 8 contains 27403 members 
Mstep: Class 9 contains 63847 members 
Mstep: Class 10 contains 15244 members 
Mstep: Class 11 contains 3488 members 
Mstep: Class 12 contains 59750 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40016 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 6134 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13624 members 
Mstep: Class 22 contains 6868 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10496 members 
Mstep: Class 26 contains 19290 members 
Mstep: Class 27 contains 73384 members 
Mstep: Class 28 contains 1176 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 7891 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7187 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8970 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12892 members 
Mstep: Class 41 contains 6830 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41078 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80722 members 
Mstep: Class 51 contains 711 members 
Entering Unmasked Estep 
Score: -84474640.000000 Penalty: 114143.289062
Splitting cluster 14 changes total score from -84475368.000000 to -84474640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (2083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Entering Unmasked Estep 
Score: -176946.281250 Penalty: 1241.754150
	Iteration 0F: 2 clusters Score -176946.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -174807.656250 Penalty: 2483.508301
	Iteration 0F: 3 clusters Score -174807.7 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -175318.546875 Penalty: 2483.508301
	Iteration 1F: 3 clusters Score -175318.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -175565.625000 Penalty: 2483.508301
	Iteration 2F: 3 clusters Score -175565.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -175780.328125 Penalty: 2483.508301
	Iteration 3F: 3 clusters Score -175780.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -175937.515625 Penalty: 2483.508301
	Iteration 4F: 3 clusters Score -175937.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -176047.609375 Penalty: 2483.508301
	Iteration 5Q: 3 clusters Score -176047.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -176141.578125 Penalty: 2483.508301
	Iteration 6Q: 3 clusters Score -176141.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -176215.703125 Penalty: 2483.508301
	Iteration 7Q: 3 clusters Score -176215.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -176273.890625 Penalty: 2483.508301
	Iteration 8Q: 3 clusters Score -176273.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -176354.109375 Penalty: 2483.508301
	Iteration 9Q: 3 clusters Score -176354.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -176439.921875 Penalty: 2483.508301
	Iteration 10Q: 3 clusters Score -176439.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -176513.937500 Penalty: 2483.508301
	Iteration 11Q: 3 clusters Score -176513.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -176588.625000 Penalty: 2483.508301
	Iteration 12Q: 3 clusters Score -176588.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -176667.640625 Penalty: 2483.508301
	Iteration 13Q: 3 clusters Score -176667.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -176719.406250 Penalty: 2483.508301
	Iteration 14Q: 3 clusters Score -176719.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -176762.171875 Penalty: 2483.508301
	Iteration 15Q: 3 clusters Score -176762.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -176788.671875 Penalty: 2483.508301
	Iteration 16Q: 3 clusters Score -176788.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -176809.937500 Penalty: 2483.508301
	Iteration 17Q: 3 clusters Score -176809.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -176813.843750 Penalty: 2483.508301
	Iteration 18Q: 3 clusters Score -176813.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -176816.937500 Penalty: 2483.508301
	Iteration 19Q: 3 clusters Score -176816.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -176820.218750 Penalty: 2483.508301
	Iteration 20F: 3 clusters Score -176820.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -176820.843750 Penalty: 2483.508301
	Iteration 21Q: 3 clusters Score -176820.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -176820.843750 Penalty: 2483.508301
	Iteration 22F: 3 clusters Score -176820.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Entering Unmasked Estep 
Score: -3647707.250000 Penalty: 1722.018066
	Iteration 0F: 2 clusters Score -3647707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -3620903.000000 Penalty: 3444.036133
	Iteration 0F: 3 clusters Score -3620903 nChanged 18692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -3631539.750000 Penalty: 3444.036133
	Iteration 1F: 3 clusters Score -3631540 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -3632208.000000 Penalty: 3444.036133
	Iteration 2Q: 3 clusters Score -3632208 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -3632912.750000 Penalty: 3444.036133
	Iteration 3Q: 3 clusters Score -3632913 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -3633691.750000 Penalty: 3444.036133
	Iteration 4Q: 3 clusters Score -3633692 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -3634606.000000 Penalty: 3444.036133
	Iteration 5Q: 3 clusters Score -3634606 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -3635664.750000 Penalty: 3444.036133
	Iteration 6Q: 3 clusters Score -3635665 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -3636945.750000 Penalty: 3444.036133
	Iteration 7F: 3 clusters Score -3636946 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -3638398.250000 Penalty: 3444.036133
	Iteration 8F: 3 clusters Score -3638398 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -3639655.500000 Penalty: 3444.036133
	Iteration 9Q: 3 clusters Score -3639656 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -3640696.000000 Penalty: 3444.036133
	Iteration 10Q: 3 clusters Score -3640696 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -3641437.000000 Penalty: 3444.036133
	Iteration 11Q: 3 clusters Score -3641437 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -3641991.250000 Penalty: 3444.036133
	Iteration 12Q: 3 clusters Score -3641991 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -3642473.750000 Penalty: 3444.036133
	Iteration 13Q: 3 clusters Score -3642474 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -3643004.000000 Penalty: 3444.036133
	Iteration 14Q: 3 clusters Score -3643004 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -3643538.750000 Penalty: 3444.036133
	Iteration 15Q: 3 clusters Score -3643539 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -3644085.250000 Penalty: 3444.036133
	Iteration 16Q: 3 clusters Score -3644085 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -3644569.750000 Penalty: 3444.036133
	Iteration 17Q: 3 clusters Score -3644570 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3644981.750000 Penalty: 3444.036133
	Iteration 18Q: 3 clusters Score -3644982 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3645362.000000 Penalty: 3444.036133
	Iteration 19Q: 3 clusters Score -3645362 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3645649.250000 Penalty: 3444.036133
	Iteration 20F: 3 clusters Score -3645649 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3645867.250000 Penalty: 3444.036133
	Iteration 21Q: 3 clusters Score -3645867 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3645997.750000 Penalty: 3444.036133
	Iteration 22Q: 3 clusters Score -3645998 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3646076.000000 Penalty: 3444.036133
	Iteration 23Q: 3 clusters Score -3646076 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3646138.500000 Penalty: 3444.036133
	Iteration 24Q: 3 clusters Score -3646138 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3646183.500000 Penalty: 3444.036133
	Iteration 25Q: 3 clusters Score -3646184 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3646205.250000 Penalty: 3444.036133
	Iteration 26Q: 3 clusters Score -3646205 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3646223.250000 Penalty: 3444.036133
	Iteration 27Q: 3 clusters Score -3646223 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3646245.750000 Penalty: 3444.036133
	Iteration 28Q: 3 clusters Score -3646246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3646258.500000 Penalty: 3444.036133
	Iteration 29Q: 3 clusters Score -3646258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3646279.750000 Penalty: 3444.036133
	Iteration 30Q: 3 clusters Score -3646280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3646293.750000 Penalty: 3444.036133
	Iteration 31Q: 3 clusters Score -3646294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3646301.500000 Penalty: 3444.036133
	Iteration 32Q: 3 clusters Score -3646302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3646306.500000 Penalty: 3444.036133
	Iteration 33Q: 3 clusters Score -3646306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3646308.500000 Penalty: 3444.036133
	Iteration 34Q: 3 clusters Score -3646308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3646310.750000 Penalty: 3444.036133
	Iteration 35Q: 3 clusters Score -3646311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3646309.750000 Penalty: 3444.036133
	Iteration 36Q: 3 clusters Score -3646310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3646318.250000 Penalty: 3444.036133
	Iteration 37Q: 3 clusters Score -3646318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3646323.750000 Penalty: 3444.036133
	Iteration 38Q: 3 clusters Score -3646324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3646328.000000 Penalty: 3444.036133
	Iteration 39Q: 3 clusters Score -3646328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3646336.250000 Penalty: 3444.036133
	Iteration 40F: 3 clusters Score -3646336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3646353.750000 Penalty: 3444.036133
	Iteration 41Q: 3 clusters Score -3646354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3646358.250000 Penalty: 3444.036133
	Iteration 42Q: 3 clusters Score -3646358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3646363.500000 Penalty: 3444.036133
	Iteration 43Q: 3 clusters Score -3646364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3646366.250000 Penalty: 3444.036133
	Iteration 44Q: 3 clusters Score -3646366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39586 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3646365.750000 Penalty: 3444.036133
	Iteration 45Q: 3 clusters Score -3646366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39587 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3646371.250000 Penalty: 3444.036133
	Iteration 46Q: 3 clusters Score -3646371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3646371.000000 Penalty: 3444.036133
	Iteration 47Q: 3 clusters Score -3646371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3646371.250000 Penalty: 3444.036133
	Iteration 48Q: 3 clusters Score -3646371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3646370.750000 Penalty: 3444.036133
	Iteration 49Q: 3 clusters Score -3646371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3646371.250000 Penalty: 3444.036133
	Iteration 50Q: 3 clusters Score -3646371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3646371.250000 Penalty: 3444.036133
	Iteration 51F: 3 clusters Score -3646371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Entering Unmasked Estep 
Score: -560723.375000 Penalty: 1419.549072
	Iteration 0F: 2 clusters Score -560723.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -555942.937500 Penalty: 2839.098145
	Iteration 0F: 3 clusters Score -555942.9 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -557308.000000 Penalty: 2839.098145
	Iteration 1F: 3 clusters Score -557308 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -557543.437500 Penalty: 2839.098145
	Iteration 2F: 3 clusters Score -557543.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -557744.000000 Penalty: 2839.098145
	Iteration 3F: 3 clusters Score -557744 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -557944.562500 Penalty: 2839.098145
	Iteration 4F: 3 clusters Score -557944.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -558130.875000 Penalty: 2839.098145
	Iteration 5F: 3 clusters Score -558130.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -558317.312500 Penalty: 2839.098145
	Iteration 6Q: 3 clusters Score -558317.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -558549.375000 Penalty: 2839.098145
	Iteration 7F: 3 clusters Score -558549.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -558770.437500 Penalty: 2839.098145
	Iteration 8F: 3 clusters Score -558770.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -558983.937500 Penalty: 2839.098145
	Iteration 9Q: 3 clusters Score -558983.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -559230.562500 Penalty: 2839.098145
	Iteration 10Q: 3 clusters Score -559230.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -559471.312500 Penalty: 2839.098145
	Iteration 11Q: 3 clusters Score -559471.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -559678.937500 Penalty: 2839.098145
	Iteration 12Q: 3 clusters Score -559678.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -559895.875000 Penalty: 2839.098145
	Iteration 13Q: 3 clusters Score -559895.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -560193.750000 Penalty: 2839.098145
	Iteration 14Q: 3 clusters Score -560193.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -560502.750000 Penalty: 2839.098145
	Iteration 15Q: 3 clusters Score -560502.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -560690.687500 Penalty: 2839.098145
	Iteration 16Q: 3 clusters Score -560690.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -560792.625000 Penalty: 2839.098145
	Iteration 17Q: 3 clusters Score -560792.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -560824.625000 Penalty: 2839.098145
	Iteration 18Q: 3 clusters Score -560824.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -560844.437500 Penalty: 2839.098145
	Iteration 19Q: 3 clusters Score -560844.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -560860.250000 Penalty: 2839.098145
	Iteration 20F: 3 clusters Score -560860.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -560867.937500 Penalty: 2839.098145
	Iteration 21Q: 3 clusters Score -560867.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -560876.375000 Penalty: 2839.098145
	Iteration 22Q: 3 clusters Score -560876.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -560885.437500 Penalty: 2839.098145
	Iteration 23Q: 3 clusters Score -560885.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -560892.062500 Penalty: 2839.098145
	Iteration 24Q: 3 clusters Score -560892.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -560898.062500 Penalty: 2839.098145
	Iteration 25Q: 3 clusters Score -560898.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -560903.062500 Penalty: 2839.098145
	Iteration 26Q: 3 clusters Score -560903.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -560905.250000 Penalty: 2839.098145
	Iteration 27Q: 3 clusters Score -560905.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -560906.687500 Penalty: 2839.098145
	Iteration 28Q: 3 clusters Score -560906.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -560908.625000 Penalty: 2839.098145
	Iteration 29Q: 3 clusters Score -560908.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -560909.062500 Penalty: 2839.098145
	Iteration 30Q: 3 clusters Score -560909.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -560909.062500 Penalty: 2839.098145
	Iteration 31F: 3 clusters Score -560909.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27226 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 115306 members 
Mstep: Class 7 contains 124379 members 
Mstep: Class 8 contains 27403 members 
Mstep: Class 9 contains 63847 members 
Mstep: Class 10 contains 15244 members 
Mstep: Class 11 contains 3488 members 
Mstep: Class 12 contains 59750 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40016 members 
Mstep: Class 17 contains 1176 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 6134 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13624 members 
Mstep: Class 22 contains 6868 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10496 members 
Mstep: Class 26 contains 19290 members 
Mstep: Class 27 contains 73384 members 
Mstep: Class 28 contains 1176 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 7891 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7187 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8970 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12892 members 
Mstep: Class 41 contains 6830 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41078 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80722 members 
Mstep: Class 51 contains 5045 members 
Entering Unmasked Estep 
Score: -84474792.000000 Penalty: 114143.289062
Splitting cluster 17 changes total score from -84475368.000000 to -84474792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (59430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59430 members 
Entering Unmasked Estep 
Score: -5459560.500000 Penalty: 1786.290161
	Iteration 0F: 2 clusters Score -5459560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -5419825.000000 Penalty: 3572.580322
	Iteration 0F: 3 clusters Score -5419825 nChanged 27987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -5435493.500000 Penalty: 3572.580322
	Iteration 1F: 3 clusters Score -5435494 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -5435948.500000 Penalty: 3572.580322
	Iteration 2Q: 3 clusters Score -5435948 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -5436323.500000 Penalty: 3572.580322
	Iteration 3Q: 3 clusters Score -5436324 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -5436725.500000 Penalty: 3572.580322
	Iteration 4Q: 3 clusters Score -5436726 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -5437178.000000 Penalty: 3572.580322
	Iteration 5Q: 3 clusters Score -5437178 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -5437732.000000 Penalty: 3572.580322
	Iteration 6Q: 3 clusters Score -5437732 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -5438514.500000 Penalty: 3572.580322
	Iteration 7Q: 3 clusters Score -5438514 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -5439586.000000 Penalty: 3572.580322
	Iteration 8Q: 3 clusters Score -5439586 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -5441339.000000 Penalty: 3572.580322
	Iteration 9F: 3 clusters Score -5441339 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -5444000.500000 Penalty: 3572.580322
	Iteration 10F: 3 clusters Score -5444000 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48482 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -5447519.000000 Penalty: 3572.580322
	Iteration 11F: 3 clusters Score -5447519 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52739 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -5451386.500000 Penalty: 3572.580322
	Iteration 12F: 3 clusters Score -5451386 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56140 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -5454714.500000 Penalty: 3572.580322
	Iteration 13F: 3 clusters Score -5454714 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58148 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5456693.500000 Penalty: 3572.580322
	Iteration 14Q: 3 clusters Score -5456694 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58938 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5457486.500000 Penalty: 3572.580322
	Iteration 15Q: 3 clusters Score -5457486 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59184 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5457743.500000 Penalty: 3572.580322
	Iteration 16Q: 3 clusters Score -5457744 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59250 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -5457863.500000 Penalty: 3572.580322
	Iteration 17Q: 3 clusters Score -5457864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59266 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -5457891.500000 Penalty: 3572.580322
	Iteration 18Q: 3 clusters Score -5457892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59268 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -5457911.000000 Penalty: 3572.580322
	Iteration 19Q: 3 clusters Score -5457911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59272 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -5457913.500000 Penalty: 3572.580322
	Iteration 20F: 3 clusters Score -5457914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59278 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -5457932.000000 Penalty: 3572.580322
	Iteration 21Q: 3 clusters Score -5457932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59276 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -5457942.000000 Penalty: 3572.580322
	Iteration 22Q: 3 clusters Score -5457942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59277 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -5457947.500000 Penalty: 3572.580322
	Iteration 23Q: 3 clusters Score -5457948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59277 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -5457954.500000 Penalty: 3572.580322
	Iteration 24Q: 3 clusters Score -5457954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59277 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -5457956.500000 Penalty: 3572.580322
	Iteration 25Q: 3 clusters Score -5457956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59276 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -5457961.000000 Penalty: 3572.580322
	Iteration 26Q: 3 clusters Score -5457961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59277 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -5457962.500000 Penalty: 3572.580322
	Iteration 27Q: 3 clusters Score -5457962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59279 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -5457959.000000 Penalty: 3572.580322
	Iteration 28Q: 3 clusters Score -5457959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59281 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -5457964.000000 Penalty: 3572.580322
	Iteration 29Q: 3 clusters Score -5457964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59283 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -5457965.500000 Penalty: 3572.580322
	Iteration 30Q: 3 clusters Score -5457966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59284 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -5457968.500000 Penalty: 3572.580322
	Iteration 31Q: 3 clusters Score -5457968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59284 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -5457968.500000 Penalty: 3572.580322
	Iteration 32F: 3 clusters Score -5457968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Entering Unmasked Estep 
Score: -548117.562500 Penalty: 1417.260376
	Iteration 0F: 2 clusters Score -548117.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -543467.375000 Penalty: 2834.520752
	Iteration 0F: 3 clusters Score -543467.4 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -544944.500000 Penalty: 2834.520752
	Iteration 1F: 3 clusters Score -544944.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -545212.000000 Penalty: 2834.520752
	Iteration 2F: 3 clusters Score -545212 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -545432.687500 Penalty: 2834.520752
	Iteration 3F: 3 clusters Score -545432.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -545647.562500 Penalty: 2834.520752
	Iteration 4F: 3 clusters Score -545647.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -545834.062500 Penalty: 2834.520752
	Iteration 5Q: 3 clusters Score -545834.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -546003.750000 Penalty: 2834.520752
	Iteration 6Q: 3 clusters Score -546003.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -546154.687500 Penalty: 2834.520752
	Iteration 7Q: 3 clusters Score -546154.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -546290.937500 Penalty: 2834.520752
	Iteration 8Q: 3 clusters Score -546290.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -546426.000000 Penalty: 2834.520752
	Iteration 9Q: 3 clusters Score -546426 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -546554.875000 Penalty: 2834.520752
	Iteration 10Q: 3 clusters Score -546554.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -546673.875000 Penalty: 2834.520752
	Iteration 11Q: 3 clusters Score -546673.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -546757.875000 Penalty: 2834.520752
	Iteration 12Q: 3 clusters Score -546757.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -546799.062500 Penalty: 2834.520752
	Iteration 13Q: 3 clusters Score -546799.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -546824.187500 Penalty: 2834.520752
	Iteration 14Q: 3 clusters Score -546824.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -546833.750000 Penalty: 2834.520752
	Iteration 15Q: 3 clusters Score -546833.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -546842.125000 Penalty: 2834.520752
	Iteration 16Q: 3 clusters Score -546842.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -546852.062500 Penalty: 2834.520752
	Iteration 17Q: 3 clusters Score -546852.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -546860.375000 Penalty: 2834.520752
	Iteration 18Q: 3 clusters Score -546860.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -546869.312500 Penalty: 2834.520752
	Iteration 19Q: 3 clusters Score -546869.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -546878.062500 Penalty: 2834.520752
	Iteration 20F: 3 clusters Score -546878.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -546883.875000 Penalty: 2834.520752
	Iteration 21Q: 3 clusters Score -546883.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -546891.250000 Penalty: 2834.520752
	Iteration 22Q: 3 clusters Score -546891.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -546899.875000 Penalty: 2834.520752
	Iteration 23Q: 3 clusters Score -546899.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -546908.250000 Penalty: 2834.520752
	Iteration 24Q: 3 clusters Score -546908.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -546916.937500 Penalty: 2834.520752
	Iteration 25Q: 3 clusters Score -546916.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -546921.562500 Penalty: 2834.520752
	Iteration 26Q: 3 clusters Score -546921.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -546926.000000 Penalty: 2834.520752
	Iteration 27Q: 3 clusters Score -546926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -546933.687500 Penalty: 2834.520752
	Iteration 28Q: 3 clusters Score -546933.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -546936.562500 Penalty: 2834.520752
	Iteration 29Q: 3 clusters Score -546936.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -546941.375000 Penalty: 2834.520752
	Iteration 30Q: 3 clusters Score -546941.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -546943.937500 Penalty: 2834.520752
	Iteration 31Q: 3 clusters Score -546943.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -546948.187500 Penalty: 2834.520752
	Iteration 32Q: 3 clusters Score -546948.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -546949.437500 Penalty: 2834.520752
	Iteration 33Q: 3 clusters Score -546949.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -546953.250000 Penalty: 2834.520752
	Iteration 34Q: 3 clusters Score -546953.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -546958.812500 Penalty: 2834.520752
	Iteration 35Q: 3 clusters Score -546958.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -546969.312500 Penalty: 2834.520752
	Iteration 36Q: 3 clusters Score -546969.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -546980.625000 Penalty: 2834.520752
	Iteration 37Q: 3 clusters Score -546980.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -546989.437500 Penalty: 2834.520752
	Iteration 38Q: 3 clusters Score -546989.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -547004.312500 Penalty: 2834.520752
	Iteration 39Q: 3 clusters Score -547004.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -547016.375000 Penalty: 2834.520752
	Iteration 40F: 3 clusters Score -547016.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -547034.125000 Penalty: 2834.520752
	Iteration 41Q: 3 clusters Score -547034.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -547047.687500 Penalty: 2834.520752
	Iteration 42Q: 3 clusters Score -547047.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -547056.625000 Penalty: 2834.520752
	Iteration 43Q: 3 clusters Score -547056.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -547065.812500 Penalty: 2834.520752
	Iteration 44Q: 3 clusters Score -547065.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -547071.187500 Penalty: 2834.520752
	Iteration 45Q: 3 clusters Score -547071.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -547077.375000 Penalty: 2834.520752
	Iteration 46Q: 3 clusters Score -547077.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -547082.250000 Penalty: 2834.520752
	Iteration 47Q: 3 clusters Score -547082.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -547084.812500 Penalty: 2834.520752
	Iteration 48Q: 3 clusters Score -547084.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -547091.437500 Penalty: 2834.520752
	Iteration 49Q: 3 clusters Score -547091.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -547097.562500 Penalty: 2834.520752
	Iteration 50Q: 3 clusters Score -547097.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -547107.375000 Penalty: 2834.520752
	Iteration 51Q: 3 clusters Score -547107.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -547123.125000 Penalty: 2834.520752
	Iteration 52Q: 3 clusters Score -547123.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -547139.000000 Penalty: 2834.520752
	Iteration 53Q: 3 clusters Score -547139 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -547159.000000 Penalty: 2834.520752
	Iteration 54Q: 3 clusters Score -547159 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -547177.812500 Penalty: 2834.520752
	Iteration 55Q: 3 clusters Score -547177.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -547196.187500 Penalty: 2834.520752
	Iteration 56Q: 3 clusters Score -547196.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -547212.750000 Penalty: 2834.520752
	Iteration 57Q: 3 clusters Score -547212.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -547220.937500 Penalty: 2834.520752
	Iteration 58Q: 3 clusters Score -547220.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -547225.375000 Penalty: 2834.520752
	Iteration 59Q: 3 clusters Score -547225.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -547228.812500 Penalty: 2834.520752
	Iteration 60F: 3 clusters Score -547228.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -547230.937500 Penalty: 2834.520752
	Iteration 61Q: 3 clusters Score -547230.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -547232.000000 Penalty: 2834.520752
	Iteration 62Q: 3 clusters Score -547232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -547232.000000 Penalty: 2834.520752
	Iteration 63F: 3 clusters Score -547232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Entering Unmasked Estep 
Score: -1091242.500000 Penalty: 1539.763794
	Iteration 0F: 2 clusters Score -1091242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1082167.375000 Penalty: 3079.527588
	Iteration 0F: 3 clusters Score -1082167 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1085661.000000 Penalty: 3079.527588
	Iteration 1F: 3 clusters Score -1085661 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1086347.750000 Penalty: 3079.527588
	Iteration 2F: 3 clusters Score -1086348 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1087043.125000 Penalty: 3079.527588
	Iteration 3F: 3 clusters Score -1087043 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1087640.500000 Penalty: 3079.527588
	Iteration 4F: 3 clusters Score -1087640 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1088128.875000 Penalty: 3079.527588
	Iteration 5F: 3 clusters Score -1088129 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1088514.375000 Penalty: 3079.527588
	Iteration 6Q: 3 clusters Score -1088514 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1088867.750000 Penalty: 3079.527588
	Iteration 7Q: 3 clusters Score -1088868 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1089139.000000 Penalty: 3079.527588
	Iteration 8Q: 3 clusters Score -1089139 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1089355.375000 Penalty: 3079.527588
	Iteration 9Q: 3 clusters Score -1089355 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1089519.125000 Penalty: 3079.527588
	Iteration 10Q: 3 clusters Score -1089519 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1089668.125000 Penalty: 3079.527588
	Iteration 11Q: 3 clusters Score -1089668 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1089825.625000 Penalty: 3079.527588
	Iteration 12Q: 3 clusters Score -1089826 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1089967.250000 Penalty: 3079.527588
	Iteration 13Q: 3 clusters Score -1089967 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1090092.500000 Penalty: 3079.527588
	Iteration 14Q: 3 clusters Score -1090092 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1090164.500000 Penalty: 3079.527588
	Iteration 15Q: 3 clusters Score -1090164 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1090221.125000 Penalty: 3079.527588
	Iteration 16Q: 3 clusters Score -1090221 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1090270.000000 Penalty: 3079.527588
	Iteration 17Q: 3 clusters Score -1090270 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1090302.750000 Penalty: 3079.527588
	Iteration 18Q: 3 clusters Score -1090303 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1090332.250000 Penalty: 3079.527588
	Iteration 19Q: 3 clusters Score -1090332 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1090350.000000 Penalty: 3079.527588
	Iteration 20F: 3 clusters Score -1090350 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1090369.250000 Penalty: 3079.527588
	Iteration 21Q: 3 clusters Score -1090369 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1090381.625000 Penalty: 3079.527588
	Iteration 22Q: 3 clusters Score -1090382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1090393.500000 Penalty: 3079.527588
	Iteration 23Q: 3 clusters Score -1090394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1090404.375000 Penalty: 3079.527588
	Iteration 24Q: 3 clusters Score -1090404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1090413.000000 Penalty: 3079.527588
	Iteration 25Q: 3 clusters Score -1090413 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1090418.125000 Penalty: 3079.527588
	Iteration 26Q: 3 clusters Score -1090418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1090424.000000 Penalty: 3079.527588
	Iteration 27Q: 3 clusters Score -1090424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1090429.125000 Penalty: 3079.527588
	Iteration 28Q: 3 clusters Score -1090429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1090430.500000 Penalty: 3079.527588
	Iteration 29Q: 3 clusters Score -1090430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1090430.125000 Penalty: 3079.527588
	Iteration 30Q: 3 clusters Score -1090430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1090430.125000 Penalty: 3079.527588
	Iteration 31Q: 3 clusters Score -1090430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1090432.750000 Penalty: 3079.527588
	Iteration 32Q: 3 clusters Score -1090433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1090434.375000 Penalty: 3079.527588
	Iteration 33Q: 3 clusters Score -1090434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1090436.625000 Penalty: 3079.527588
	Iteration 34Q: 3 clusters Score -1090437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1090440.250000 Penalty: 3079.527588
	Iteration 35Q: 3 clusters Score -1090440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1090442.000000 Penalty: 3079.527588
	Iteration 36Q: 3 clusters Score -1090442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1090442.750000 Penalty: 3079.527588
	Iteration 37Q: 3 clusters Score -1090443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1090445.250000 Penalty: 3079.527588
	Iteration 38Q: 3 clusters Score -1090445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1090445.250000 Penalty: 3079.527588
	Iteration 39F: 3 clusters Score -1090445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -1262342.000000 Penalty: 1546.933105
	Iteration 0F: 2 clusters Score -1262342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1252806.125000 Penalty: 3093.866211
	Iteration 0F: 3 clusters Score -1252806 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1256160.875000 Penalty: 3093.866211
	Iteration 1F: 3 clusters Score -1256161 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1256449.625000 Penalty: 3093.866211
	Iteration 2F: 3 clusters Score -1256450 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1256745.375000 Penalty: 3093.866211
	Iteration 3Q: 3 clusters Score -1256745 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1257089.000000 Penalty: 3093.866211
	Iteration 4F: 3 clusters Score -1257089 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1257555.125000 Penalty: 3093.866211
	Iteration 5F: 3 clusters Score -1257555 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1258159.750000 Penalty: 3093.866211
	Iteration 6F: 3 clusters Score -1258160 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1258914.125000 Penalty: 3093.866211
	Iteration 7F: 3 clusters Score -1258914 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1259653.125000 Penalty: 3093.866211
	Iteration 8F: 3 clusters Score -1259653 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1260214.625000 Penalty: 3093.866211
	Iteration 9Q: 3 clusters Score -1260215 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1260560.250000 Penalty: 3093.866211
	Iteration 10Q: 3 clusters Score -1260560 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1260745.250000 Penalty: 3093.866211
	Iteration 11Q: 3 clusters Score -1260745 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1260863.375000 Penalty: 3093.866211
	Iteration 12Q: 3 clusters Score -1260863 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1260922.875000 Penalty: 3093.866211
	Iteration 13Q: 3 clusters Score -1260923 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1260959.875000 Penalty: 3093.866211
	Iteration 14Q: 3 clusters Score -1260960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1260979.000000 Penalty: 3093.866211
	Iteration 15Q: 3 clusters Score -1260979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1260991.875000 Penalty: 3093.866211
	Iteration 16Q: 3 clusters Score -1260992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1261007.375000 Penalty: 3093.866211
	Iteration 17Q: 3 clusters Score -1261007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1261018.750000 Penalty: 3093.866211
	Iteration 18Q: 3 clusters Score -1261019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1261022.875000 Penalty: 3093.866211
	Iteration 19Q: 3 clusters Score -1261023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1261021.375000 Penalty: 3093.866211
	Iteration 20F: 3 clusters Score -1261021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1261023.875000 Penalty: 3093.866211
	Iteration 21Q: 3 clusters Score -1261024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1261023.875000 Penalty: 3093.866211
	Iteration 22F: 3 clusters Score -1261024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Entering Unmasked Estep 
Score: -621214.500000 Penalty: 1435.627075
	Iteration 0F: 2 clusters Score -621214.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -616063.312500 Penalty: 2871.254150
	Iteration 0F: 3 clusters Score -616063.3 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -617592.625000 Penalty: 2871.254150
	Iteration 1F: 3 clusters Score -617592.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -617782.062500 Penalty: 2871.254150
	Iteration 2F: 3 clusters Score -617782.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -617937.875000 Penalty: 2871.254150
	Iteration 3Q: 3 clusters Score -617937.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -618107.625000 Penalty: 2871.254150
	Iteration 4Q: 3 clusters Score -618107.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -618280.562500 Penalty: 2871.254150
	Iteration 5Q: 3 clusters Score -618280.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -618465.437500 Penalty: 2871.254150
	Iteration 6Q: 3 clusters Score -618465.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -618692.125000 Penalty: 2871.254150
	Iteration 7Q: 3 clusters Score -618692.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -618943.187500 Penalty: 2871.254150
	Iteration 8Q: 3 clusters Score -618943.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -619207.875000 Penalty: 2871.254150
	Iteration 9Q: 3 clusters Score -619207.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -619451.625000 Penalty: 2871.254150
	Iteration 10Q: 3 clusters Score -619451.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -619685.062500 Penalty: 2871.254150
	Iteration 11Q: 3 clusters Score -619685.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -619885.687500 Penalty: 2871.254150
	Iteration 12Q: 3 clusters Score -619885.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -620070.500000 Penalty: 2871.254150
	Iteration 13Q: 3 clusters Score -620070.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -620204.937500 Penalty: 2871.254150
	Iteration 14Q: 3 clusters Score -620204.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -620256.750000 Penalty: 2871.254150
	Iteration 15Q: 3 clusters Score -620256.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -620284.187500 Penalty: 2871.254150
	Iteration 16Q: 3 clusters Score -620284.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -620297.062500 Penalty: 2871.254150
	Iteration 17Q: 3 clusters Score -620297.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -620302.562500 Penalty: 2871.254150
	Iteration 18Q: 3 clusters Score -620302.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -620304.062500 Penalty: 2871.254150
	Iteration 19Q: 3 clusters Score -620304.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -620306.250000 Penalty: 2871.254150
	Iteration 20F: 3 clusters Score -620306.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -620308.375000 Penalty: 2871.254150
	Iteration 21Q: 3 clusters Score -620308.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -620309.375000 Penalty: 2871.254150
	Iteration 22Q: 3 clusters Score -620309.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -620311.250000 Penalty: 2871.254150
	Iteration 23Q: 3 clusters Score -620311.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -620311.875000 Penalty: 2871.254150
	Iteration 24Q: 3 clusters Score -620311.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -620311.937500 Penalty: 2871.254150
	Iteration 25Q: 3 clusters Score -620311.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -620312.312500 Penalty: 2871.254150
	Iteration 26Q: 3 clusters Score -620312.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -620312.312500 Penalty: 2871.254150
	Iteration 27F: 3 clusters Score -620312.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Entering Unmasked Estep 
Score: -507054.093750 Penalty: 1417.973999
	Iteration 0F: 2 clusters Score -507054.1 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 3021 members 
Entering Unmasked Estep 
Score: -502386.906250 Penalty: 2835.947998
	Iteration 0F: 3 clusters Score -502386.9 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -503887.312500 Penalty: 2835.947998
	Iteration 1F: 3 clusters Score -503887.3 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -504204.968750 Penalty: 2835.947998
	Iteration 2F: 3 clusters Score -504205 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -504500.312500 Penalty: 2835.947998
	Iteration 3F: 3 clusters Score -504500.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -504759.750000 Penalty: 2835.947998
	Iteration 4F: 3 clusters Score -504759.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -504966.406250 Penalty: 2835.947998
	Iteration 5Q: 3 clusters Score -504966.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -505159.031250 Penalty: 2835.947998
	Iteration 6Q: 3 clusters Score -505159 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -505341.687500 Penalty: 2835.947998
	Iteration 7Q: 3 clusters Score -505341.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -505490.031250 Penalty: 2835.947998
	Iteration 8Q: 3 clusters Score -505490 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -505613.875000 Penalty: 2835.947998
	Iteration 9Q: 3 clusters Score -505613.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -505699.781250 Penalty: 2835.947998
	Iteration 10Q: 3 clusters Score -505699.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -505774.000000 Penalty: 2835.947998
	Iteration 11Q: 3 clusters Score -505774 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -505849.812500 Penalty: 2835.947998
	Iteration 12Q: 3 clusters Score -505849.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -505902.406250 Penalty: 2835.947998
	Iteration 13Q: 3 clusters Score -505902.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -505941.781250 Penalty: 2835.947998
	Iteration 14Q: 3 clusters Score -505941.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -505978.593750 Penalty: 2835.947998
	Iteration 15Q: 3 clusters Score -505978.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -506010.750000 Penalty: 2835.947998
	Iteration 16Q: 3 clusters Score -506010.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -506044.593750 Penalty: 2835.947998
	Iteration 17Q: 3 clusters Score -506044.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -506076.062500 Penalty: 2835.947998
	Iteration 18Q: 3 clusters Score -506076.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -506101.218750 Penalty: 2835.947998
	Iteration 19Q: 3 clusters Score -506101.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -506122.250000 Penalty: 2835.947998
	Iteration 20F: 3 clusters Score -506122.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -506136.656250 Penalty: 2835.947998
	Iteration 21Q: 3 clusters Score -506136.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -506151.843750 Penalty: 2835.947998
	Iteration 22Q: 3 clusters Score -506151.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -506167.093750 Penalty: 2835.947998
	Iteration 23Q: 3 clusters Score -506167.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -506184.781250 Penalty: 2835.947998
	Iteration 24Q: 3 clusters Score -506184.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -506197.500000 Penalty: 2835.947998
	Iteration 25Q: 3 clusters Score -506197.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -506203.625000 Penalty: 2835.947998
	Iteration 26Q: 3 clusters Score -506203.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -506210.218750 Penalty: 2835.947998
	Iteration 27Q: 3 clusters Score -506210.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -506215.250000 Penalty: 2835.947998
	Iteration 28Q: 3 clusters Score -506215.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -506221.156250 Penalty: 2835.947998
	Iteration 29Q: 3 clusters Score -506221.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -506228.843750 Penalty: 2835.947998
	Iteration 30Q: 3 clusters Score -506228.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -506235.312500 Penalty: 2835.947998
	Iteration 31Q: 3 clusters Score -506235.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -506246.187500 Penalty: 2835.947998
	Iteration 32Q: 3 clusters Score -506246.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -506254.625000 Penalty: 2835.947998
	Iteration 33Q: 3 clusters Score -506254.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -506261.281250 Penalty: 2835.947998
	Iteration 34Q: 3 clusters Score -506261.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -506268.687500 Penalty: 2835.947998
	Iteration 35Q: 3 clusters Score -506268.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -506272.718750 Penalty: 2835.947998
	Iteration 36Q: 3 clusters Score -506272.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -506275.625000 Penalty: 2835.947998
	Iteration 37Q: 3 clusters Score -506275.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -506277.093750 Penalty: 2835.947998
	Iteration 38Q: 3 clusters Score -506277.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -506278.500000 Penalty: 2835.947998
	Iteration 39Q: 3 clusters Score -506278.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -506280.343750 Penalty: 2835.947998
	Iteration 40F: 3 clusters Score -506280.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -506282.281250 Penalty: 2835.947998
	Iteration 41Q: 3 clusters Score -506282.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -506283.031250 Penalty: 2835.947998
	Iteration 42Q: 3 clusters Score -506283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -506284.718750 Penalty: 2835.947998
	Iteration 43Q: 3 clusters Score -506284.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -506285.593750 Penalty: 2835.947998
	Iteration 44Q: 3 clusters Score -506285.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -506286.312500 Penalty: 2835.947998
	Iteration 45Q: 3 clusters Score -506286.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -506287.187500 Penalty: 2835.947998
	Iteration 46Q: 3 clusters Score -506287.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -506287.187500 Penalty: 2835.947998
	Iteration 47F: 3 clusters Score -506287.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -64543.308594 Penalty: 1085.026123
	Iteration 0F: 2 clusters Score -64543.31 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 377 members 
Entering Unmasked Estep 
Score: -63258.324219 Penalty: 2170.052246
	Iteration 0F: 3 clusters Score -63258.32 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -63480.203125 Penalty: 2170.052246
	Iteration 1F: 3 clusters Score -63480.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -63544.750000 Penalty: 2170.052246
	Iteration 2F: 3 clusters Score -63544.75 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -63602.742188 Penalty: 2170.052246
	Iteration 3Q: 3 clusters Score -63602.74 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -63630.468750 Penalty: 2170.052246
	Iteration 4Q: 3 clusters Score -63630.47 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -63668.292969 Penalty: 2170.052246
	Iteration 5Q: 3 clusters Score -63668.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -63693.414062 Penalty: 2170.052246
	Iteration 6Q: 3 clusters Score -63693.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -63727.343750 Penalty: 2170.052246
	Iteration 7Q: 3 clusters Score -63727.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -63755.324219 Penalty: 2170.052246
	Iteration 8Q: 3 clusters Score -63755.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -63770.175781 Penalty: 2170.052246
	Iteration 9Q: 3 clusters Score -63770.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -63776.304688 Penalty: 2170.052246
	Iteration 10Q: 3 clusters Score -63776.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -63779.589844 Penalty: 2170.052246
	Iteration 11Q: 3 clusters Score -63779.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -63780.375000 Penalty: 2170.052246
	Iteration 12Q: 3 clusters Score -63780.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -63783.222656 Penalty: 2170.052246
	Iteration 13Q: 3 clusters Score -63783.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -63787.742188 Penalty: 2170.052246
	Iteration 14Q: 3 clusters Score -63787.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -63795.117188 Penalty: 2170.052246
	Iteration 15Q: 3 clusters Score -63795.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -63804.136719 Penalty: 2170.052246
	Iteration 16Q: 3 clusters Score -63804.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -63824.250000 Penalty: 2170.052246
	Iteration 17Q: 3 clusters Score -63824.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -63831.250000 Penalty: 2170.052246
	Iteration 18Q: 3 clusters Score -63831.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -63838.015625 Penalty: 2170.052246
	Iteration 19Q: 3 clusters Score -63838.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -63841.820312 Penalty: 2170.052246
	Iteration 20F: 3 clusters Score -63841.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -63847.660156 Penalty: 2170.052246
	Iteration 21Q: 3 clusters Score -63847.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -63854.656250 Penalty: 2170.052246
	Iteration 22Q: 3 clusters Score -63854.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -63857.242188 Penalty: 2170.052246
	Iteration 23Q: 3 clusters Score -63857.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -63858.046875 Penalty: 2170.052246
	Iteration 24Q: 3 clusters Score -63858.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -63859.632812 Penalty: 2170.052246
	Iteration 25Q: 3 clusters Score -63859.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -63865.968750 Penalty: 2170.052246
	Iteration 26Q: 3 clusters Score -63865.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -63871.746094 Penalty: 2170.052246
	Iteration 27Q: 3 clusters Score -63871.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -63882.730469 Penalty: 2170.052246
	Iteration 28Q: 3 clusters Score -63882.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -63888.144531 Penalty: 2170.052246
	Iteration 29Q: 3 clusters Score -63888.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -63890.765625 Penalty: 2170.052246
	Iteration 30Q: 3 clusters Score -63890.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -63896.417969 Penalty: 2170.052246
	Iteration 31Q: 3 clusters Score -63896.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -63908.156250 Penalty: 2170.052246
	Iteration 32Q: 3 clusters Score -63908.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -63911.832031 Penalty: 2170.052246
	Iteration 33Q: 3 clusters Score -63911.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -63917.730469 Penalty: 2170.052246
	Iteration 34Q: 3 clusters Score -63917.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -63919.097656 Penalty: 2170.052246
	Iteration 35Q: 3 clusters Score -63919.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -63919.097656 Penalty: 2170.052246
	Iteration 36F: 3 clusters Score -63919.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Entering Unmasked Estep 
Score: -975013.562500 Penalty: 1504.546875
	Iteration 0F: 2 clusters Score -975013.6 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 5216 members 
Entering Unmasked Estep 
Score: -967538.812500 Penalty: 3009.093750
	Iteration 0F: 3 clusters Score -967538.8 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -969980.250000 Penalty: 3009.093750
	Iteration 1F: 3 clusters Score -969980.2 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -970234.562500 Penalty: 3009.093750
	Iteration 2F: 3 clusters Score -970234.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -970445.875000 Penalty: 3009.093750
	Iteration 3F: 3 clusters Score -970445.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -970636.937500 Penalty: 3009.093750
	Iteration 4Q: 3 clusters Score -970636.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -970839.187500 Penalty: 3009.093750
	Iteration 5Q: 3 clusters Score -970839.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -971072.812500 Penalty: 3009.093750
	Iteration 6Q: 3 clusters Score -971072.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -971371.812500 Penalty: 3009.093750
	Iteration 7Q: 3 clusters Score -971371.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -971666.062500 Penalty: 3009.093750
	Iteration 8Q: 3 clusters Score -971666.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -971973.875000 Penalty: 3009.093750
	Iteration 9Q: 3 clusters Score -971973.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -972256.937500 Penalty: 3009.093750
	Iteration 10Q: 3 clusters Score -972256.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -972514.625000 Penalty: 3009.093750
	Iteration 11Q: 3 clusters Score -972514.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -972766.625000 Penalty: 3009.093750
	Iteration 12Q: 3 clusters Score -972766.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -972967.687500 Penalty: 3009.093750
	Iteration 13Q: 3 clusters Score -972967.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -973119.000000 Penalty: 3009.093750
	Iteration 14Q: 3 clusters Score -973119 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -973250.312500 Penalty: 3009.093750
	Iteration 15Q: 3 clusters Score -973250.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -973359.000000 Penalty: 3009.093750
	Iteration 16Q: 3 clusters Score -973359 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -973448.000000 Penalty: 3009.093750
	Iteration 17Q: 3 clusters Score -973448 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -973531.500000 Penalty: 3009.093750
	Iteration 18Q: 3 clusters Score -973531.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -973594.812500 Penalty: 3009.093750
	Iteration 19Q: 3 clusters Score -973594.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -973640.937500 Penalty: 3009.093750
	Iteration 20F: 3 clusters Score -973640.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -973667.062500 Penalty: 3009.093750
	Iteration 21Q: 3 clusters Score -973667.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -973690.375000 Penalty: 3009.093750
	Iteration 22Q: 3 clusters Score -973690.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -973708.125000 Penalty: 3009.093750
	Iteration 23Q: 3 clusters Score -973708.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -973730.875000 Penalty: 3009.093750
	Iteration 24Q: 3 clusters Score -973730.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -973745.000000 Penalty: 3009.093750
	Iteration 25Q: 3 clusters Score -973745 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -973763.875000 Penalty: 3009.093750
	Iteration 26Q: 3 clusters Score -973763.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -973785.500000 Penalty: 3009.093750
	Iteration 27Q: 3 clusters Score -973785.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -973805.187500 Penalty: 3009.093750
	Iteration 28Q: 3 clusters Score -973805.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -973822.562500 Penalty: 3009.093750
	Iteration 29Q: 3 clusters Score -973822.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -973846.187500 Penalty: 3009.093750
	Iteration 30Q: 3 clusters Score -973846.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -973859.812500 Penalty: 3009.093750
	Iteration 31Q: 3 clusters Score -973859.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -973874.000000 Penalty: 3009.093750
	Iteration 32Q: 3 clusters Score -973874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -973880.625000 Penalty: 3009.093750
	Iteration 33Q: 3 clusters Score -973880.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -973886.562500 Penalty: 3009.093750
	Iteration 34Q: 3 clusters Score -973886.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -973891.312500 Penalty: 3009.093750
	Iteration 35Q: 3 clusters Score -973891.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -973897.375000 Penalty: 3009.093750
	Iteration 36Q: 3 clusters Score -973897.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -973903.187500 Penalty: 3009.093750
	Iteration 37Q: 3 clusters Score -973903.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -973904.562500 Penalty: 3009.093750
	Iteration 38Q: 3 clusters Score -973904.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -973908.250000 Penalty: 3009.093750
	Iteration 39Q: 3 clusters Score -973908.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -973908.437500 Penalty: 3009.093750
	Iteration 40F: 3 clusters Score -973908.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Entering Unmasked Estep 
Score: -1779001.250000 Penalty: 1603.443115
	Iteration 0F: 2 clusters Score -1779001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1765784.625000 Penalty: 3206.886230
	Iteration 0F: 3 clusters Score -1765785 nChanged 8721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1770530.500000 Penalty: 3206.886230
	Iteration 1F: 3 clusters Score -1770530 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1770875.375000 Penalty: 3206.886230
	Iteration 2F: 3 clusters Score -1770875 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1771186.500000 Penalty: 3206.886230
	Iteration 3Q: 3 clusters Score -1771186 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1771516.875000 Penalty: 3206.886230
	Iteration 4Q: 3 clusters Score -1771517 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1771900.625000 Penalty: 3206.886230
	Iteration 5Q: 3 clusters Score -1771901 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1772381.625000 Penalty: 3206.886230
	Iteration 6Q: 3 clusters Score -1772382 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1773038.500000 Penalty: 3206.886230
	Iteration 7F: 3 clusters Score -1773038 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -1773926.750000 Penalty: 3206.886230
	Iteration 8F: 3 clusters Score -1773927 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -1774906.250000 Penalty: 3206.886230
	Iteration 9F: 3 clusters Score -1774906 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -1775865.250000 Penalty: 3206.886230
	Iteration 10F: 3 clusters Score -1775865 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -1776562.000000 Penalty: 3206.886230
	Iteration 11Q: 3 clusters Score -1776562 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -1776983.875000 Penalty: 3206.886230
	Iteration 12Q: 3 clusters Score -1776984 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -1777217.375000 Penalty: 3206.886230
	Iteration 13Q: 3 clusters Score -1777217 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -1777349.375000 Penalty: 3206.886230
	Iteration 14Q: 3 clusters Score -1777349 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -1777424.000000 Penalty: 3206.886230
	Iteration 15Q: 3 clusters Score -1777424 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -1777483.250000 Penalty: 3206.886230
	Iteration 16Q: 3 clusters Score -1777483 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -1777527.625000 Penalty: 3206.886230
	Iteration 17Q: 3 clusters Score -1777528 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -1777566.000000 Penalty: 3206.886230
	Iteration 18Q: 3 clusters Score -1777566 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -1777590.625000 Penalty: 3206.886230
	Iteration 19Q: 3 clusters Score -1777591 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -1777610.000000 Penalty: 3206.886230
	Iteration 20F: 3 clusters Score -1777610 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -1777629.125000 Penalty: 3206.886230
	Iteration 21Q: 3 clusters Score -1777629 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -1777642.750000 Penalty: 3206.886230
	Iteration 22Q: 3 clusters Score -1777643 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -1777649.375000 Penalty: 3206.886230
	Iteration 23Q: 3 clusters Score -1777649 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -1777656.375000 Penalty: 3206.886230
	Iteration 24Q: 3 clusters Score -1777656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -1777658.625000 Penalty: 3206.886230
	Iteration 25Q: 3 clusters Score -1777659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -1777666.625000 Penalty: 3206.886230
	Iteration 26Q: 3 clusters Score -1777667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -1777666.625000 Penalty: 3206.886230
	Iteration 27Q: 3 clusters Score -1777667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -1777665.750000 Penalty: 3206.886230
	Iteration 28Q: 3 clusters Score -1777666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -1777666.250000 Penalty: 3206.886230
	Iteration 29Q: 3 clusters Score -1777666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -1777668.750000 Penalty: 3206.886230
	Iteration 30Q: 3 clusters Score -1777669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -1777670.000000 Penalty: 3206.886230
	Iteration 31Q: 3 clusters Score -1777670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -1777675.375000 Penalty: 3206.886230
	Iteration 32Q: 3 clusters Score -1777675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -1777679.375000 Penalty: 3206.886230
	Iteration 33Q: 3 clusters Score -1777679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -1777679.375000 Penalty: 3206.886230
	Iteration 34Q: 3 clusters Score -1777679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -1777682.000000 Penalty: 3206.886230
	Iteration 35Q: 3 clusters Score -1777682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -1777682.875000 Penalty: 3206.886230
	Iteration 36Q: 3 clusters Score -1777683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -1777690.000000 Penalty: 3206.886230
	Iteration 37Q: 3 clusters Score -1777690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -1777692.000000 Penalty: 3206.886230
	Iteration 38Q: 3 clusters Score -1777692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -1777698.750000 Penalty: 3206.886230
	Iteration 39Q: 3 clusters Score -1777699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -1777701.375000 Penalty: 3206.886230
	Iteration 40F: 3 clusters Score -1777701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -1777701.000000 Penalty: 3206.886230
	Iteration 41Q: 3 clusters Score -1777701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -1777703.000000 Penalty: 3206.886230
	Iteration 42Q: 3 clusters Score -1777703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -1777705.875000 Penalty: 3206.886230
	Iteration 43Q: 3 clusters Score -1777706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -1777707.500000 Penalty: 3206.886230
	Iteration 44Q: 3 clusters Score -1777708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -1777707.625000 Penalty: 3206.886230
	Iteration 45Q: 3 clusters Score -1777708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -1777708.500000 Penalty: 3206.886230
	Iteration 46Q: 3 clusters Score -1777708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -1777709.125000 Penalty: 3206.886230
	Iteration 47Q: 3 clusters Score -1777709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -1777711.625000 Penalty: 3206.886230
	Iteration 48Q: 3 clusters Score -1777712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -1777711.125000 Penalty: 3206.886230
	Iteration 49Q: 3 clusters Score -1777711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -1777712.625000 Penalty: 3206.886230
	Iteration 50Q: 3 clusters Score -1777713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -1777714.250000 Penalty: 3206.886230
	Iteration 51Q: 3 clusters Score -1777714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -1777713.625000 Penalty: 3206.886230
	Iteration 52Q: 3 clusters Score -1777714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -1777713.625000 Penalty: 3206.886230
	Iteration 53F: 3 clusters Score -1777714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (73384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73384 members 
Entering Unmasked Estep 
Score: -6721197.500000 Penalty: 1820.562500
	Iteration 0F: 2 clusters Score -6721198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -6671957.500000 Penalty: 3641.125000
	Iteration 0F: 3 clusters Score -6671958 nChanged 35003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -6692297.000000 Penalty: 3641.125000
	Iteration 1F: 3 clusters Score -6692297 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -6693013.500000 Penalty: 3641.125000
	Iteration 2Q: 3 clusters Score -6693014 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -6694041.000000 Penalty: 3641.125000
	Iteration 3Q: 3 clusters Score -6694041 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -6695463.000000 Penalty: 3641.125000
	Iteration 4Q: 3 clusters Score -6695463 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -6697471.500000 Penalty: 3641.125000
	Iteration 5F: 3 clusters Score -6697472 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -6700179.000000 Penalty: 3641.125000
	Iteration 6F: 3 clusters Score -6700179 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49393 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -6703342.500000 Penalty: 3641.125000
	Iteration 7F: 3 clusters Score -6703342 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51939 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -6706267.000000 Penalty: 3641.125000
	Iteration 8F: 3 clusters Score -6706267 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53995 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -6708445.500000 Penalty: 3641.125000
	Iteration 9Q: 3 clusters Score -6708446 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55704 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -6709739.500000 Penalty: 3641.125000
	Iteration 10Q: 3 clusters Score -6709740 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57293 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -6710566.500000 Penalty: 3641.125000
	Iteration 11Q: 3 clusters Score -6710566 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58842 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -6711315.500000 Penalty: 3641.125000
	Iteration 12Q: 3 clusters Score -6711316 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60358 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -6712012.000000 Penalty: 3641.125000
	Iteration 13Q: 3 clusters Score -6712012 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61879 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -6712745.500000 Penalty: 3641.125000
	Iteration 14Q: 3 clusters Score -6712746 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63330 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -6713485.000000 Penalty: 3641.125000
	Iteration 15Q: 3 clusters Score -6713485 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64746 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -6714235.500000 Penalty: 3641.125000
	Iteration 16Q: 3 clusters Score -6714236 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66136 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -6715019.500000 Penalty: 3641.125000
	Iteration 17Q: 3 clusters Score -6715020 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67447 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -6715786.500000 Penalty: 3641.125000
	Iteration 18Q: 3 clusters Score -6715786 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68604 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -6716480.000000 Penalty: 3641.125000
	Iteration 19Q: 3 clusters Score -6716480 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69624 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -6717122.000000 Penalty: 3641.125000
	Iteration 20F: 3 clusters Score -6717122 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70565 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -6717685.500000 Penalty: 3641.125000
	Iteration 21Q: 3 clusters Score -6717686 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71375 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -6718242.000000 Penalty: 3641.125000
	Iteration 22Q: 3 clusters Score -6718242 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71977 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -6718643.500000 Penalty: 3641.125000
	Iteration 23Q: 3 clusters Score -6718644 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72427 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -6718994.500000 Penalty: 3641.125000
	Iteration 24Q: 3 clusters Score -6718994 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72696 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6719211.000000 Penalty: 3641.125000
	Iteration 25Q: 3 clusters Score -6719211 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72867 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6719359.000000 Penalty: 3641.125000
	Iteration 26Q: 3 clusters Score -6719359 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72973 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6719460.500000 Penalty: 3641.125000
	Iteration 27Q: 3 clusters Score -6719460 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73035 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6719537.000000 Penalty: 3641.125000
	Iteration 28Q: 3 clusters Score -6719537 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73059 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -6719563.500000 Penalty: 3641.125000
	Iteration 29Q: 3 clusters Score -6719564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73076 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6719584.500000 Penalty: 3641.125000
	Iteration 30Q: 3 clusters Score -6719584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73083 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6719596.000000 Penalty: 3641.125000
	Iteration 31Q: 3 clusters Score -6719596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73087 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6719606.500000 Penalty: 3641.125000
	Iteration 32Q: 3 clusters Score -6719606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73089 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6719608.000000 Penalty: 3641.125000
	Iteration 33Q: 3 clusters Score -6719608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73091 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6719618.500000 Penalty: 3641.125000
	Iteration 34Q: 3 clusters Score -6719618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73095 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -6719622.500000 Penalty: 3641.125000
	Iteration 35Q: 3 clusters Score -6719622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73098 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6719623.500000 Penalty: 3641.125000
	Iteration 36Q: 3 clusters Score -6719624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73099 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6719619.500000 Penalty: 3641.125000
	Iteration 37Q: 3 clusters Score -6719620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73099 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6719619.500000 Penalty: 3641.125000
	Iteration 38F: 3 clusters Score -6719620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -92738.820312 Penalty: 1148.854614
	Iteration 0F: 2 clusters Score -92738.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -91224.796875 Penalty: 2297.709229
	Iteration 0F: 3 clusters Score -91224.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -91501.570312 Penalty: 2297.709229
	Iteration 1F: 3 clusters Score -91501.57 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -91635.851562 Penalty: 2297.709229
	Iteration 2F: 3 clusters Score -91635.85 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -91803.570312 Penalty: 2297.709229
	Iteration 3F: 3 clusters Score -91803.57 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -92001.679688 Penalty: 2297.709229
	Iteration 4F: 3 clusters Score -92001.68 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -92160.296875 Penalty: 2297.709229
	Iteration 5F: 3 clusters Score -92160.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -92277.250000 Penalty: 2297.709229
	Iteration 6F: 3 clusters Score -92277.25 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -92352.617188 Penalty: 2297.709229
	Iteration 7Q: 3 clusters Score -92352.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -92400.796875 Penalty: 2297.709229
	Iteration 8Q: 3 clusters Score -92400.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -92432.382812 Penalty: 2297.709229
	Iteration 9Q: 3 clusters Score -92432.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -92445.242188 Penalty: 2297.709229
	Iteration 10Q: 3 clusters Score -92445.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -92450.367188 Penalty: 2297.709229
	Iteration 11Q: 3 clusters Score -92450.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -92454.250000 Penalty: 2297.709229
	Iteration 12Q: 3 clusters Score -92454.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -92460.257812 Penalty: 2297.709229
	Iteration 13Q: 3 clusters Score -92460.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -92469.718750 Penalty: 2297.709229
	Iteration 14Q: 3 clusters Score -92469.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -92471.906250 Penalty: 2297.709229
	Iteration 15Q: 3 clusters Score -92471.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -92473.687500 Penalty: 2297.709229
	Iteration 16Q: 3 clusters Score -92473.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -92474.070312 Penalty: 2297.709229
	Iteration 17Q: 3 clusters Score -92474.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -92474.539062 Penalty: 2297.709229
	Iteration 18Q: 3 clusters Score -92474.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -92474.539062 Penalty: 2297.709229
	Iteration 19F: 3 clusters Score -92474.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Entering Unmasked Estep 
Score: -93907.195312 Penalty: 1172.476440
	Iteration 0F: 2 clusters Score -93907.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -92298.500000 Penalty: 2344.952881
	Iteration 0F: 3 clusters Score -92298.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -92812.187500 Penalty: 2344.952881
	Iteration 1F: 3 clusters Score -92812.19 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -93019.257812 Penalty: 2344.952881
	Iteration 2F: 3 clusters Score -93019.26 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -93196.796875 Penalty: 2344.952881
	Iteration 3F: 3 clusters Score -93196.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -93291.007812 Penalty: 2344.952881
	Iteration 4Q: 3 clusters Score -93291.01 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -93349.273438 Penalty: 2344.952881
	Iteration 5Q: 3 clusters Score -93349.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -93366.976562 Penalty: 2344.952881
	Iteration 6Q: 3 clusters Score -93366.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -93377.359375 Penalty: 2344.952881
	Iteration 7Q: 3 clusters Score -93377.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -93385.226562 Penalty: 2344.952881
	Iteration 8Q: 3 clusters Score -93385.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -93392.101562 Penalty: 2344.952881
	Iteration 9Q: 3 clusters Score -93392.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -93398.648438 Penalty: 2344.952881
	Iteration 10Q: 3 clusters Score -93398.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -93409.562500 Penalty: 2344.952881
	Iteration 11Q: 3 clusters Score -93409.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -93424.773438 Penalty: 2344.952881
	Iteration 12Q: 3 clusters Score -93424.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -93430.273438 Penalty: 2344.952881
	Iteration 13Q: 3 clusters Score -93430.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -93441.343750 Penalty: 2344.952881
	Iteration 14Q: 3 clusters Score -93441.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -93456.484375 Penalty: 2344.952881
	Iteration 15Q: 3 clusters Score -93456.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -93473.101562 Penalty: 2344.952881
	Iteration 16Q: 3 clusters Score -93473.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -93485.218750 Penalty: 2344.952881
	Iteration 17Q: 3 clusters Score -93485.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -93511.109375 Penalty: 2344.952881
	Iteration 18Q: 3 clusters Score -93511.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -93550.000000 Penalty: 2344.952881
	Iteration 19Q: 3 clusters Score -93550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -93573.710938 Penalty: 2344.952881
	Iteration 20F: 3 clusters Score -93573.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -93591.789062 Penalty: 2344.952881
	Iteration 21Q: 3 clusters Score -93591.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -93608.875000 Penalty: 2344.952881
	Iteration 22Q: 3 clusters Score -93608.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -93612.132812 Penalty: 2344.952881
	Iteration 23Q: 3 clusters Score -93612.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -93612.132812 Penalty: 2344.952881
	Iteration 24F: 3 clusters Score -93612.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Entering Unmasked Estep 
Score: -86431.273438 Penalty: 1124.287964
	Iteration 0F: 2 clusters Score -86431.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -84961.351562 Penalty: 2248.575928
	Iteration 0F: 3 clusters Score -84961.35 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -85217.656250 Penalty: 2248.575928
	Iteration 1F: 3 clusters Score -85217.66 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -85332.992188 Penalty: 2248.575928
	Iteration 2F: 3 clusters Score -85332.99 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -85434.750000 Penalty: 2248.575928
	Iteration 3F: 3 clusters Score -85434.75 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -85504.960938 Penalty: 2248.575928
	Iteration 4Q: 3 clusters Score -85504.96 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -85564.281250 Penalty: 2248.575928
	Iteration 5Q: 3 clusters Score -85564.28 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -85600.812500 Penalty: 2248.575928
	Iteration 6Q: 3 clusters Score -85600.81 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -85639.820312 Penalty: 2248.575928
	Iteration 7Q: 3 clusters Score -85639.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -85662.140625 Penalty: 2248.575928
	Iteration 8Q: 3 clusters Score -85662.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -85678.710938 Penalty: 2248.575928
	Iteration 9Q: 3 clusters Score -85678.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -85706.750000 Penalty: 2248.575928
	Iteration 10Q: 3 clusters Score -85706.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -85722.593750 Penalty: 2248.575928
	Iteration 11Q: 3 clusters Score -85722.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -85731.546875 Penalty: 2248.575928
	Iteration 12Q: 3 clusters Score -85731.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -85738.648438 Penalty: 2248.575928
	Iteration 13Q: 3 clusters Score -85738.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -85742.726562 Penalty: 2248.575928
	Iteration 14Q: 3 clusters Score -85742.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -85744.148438 Penalty: 2248.575928
	Iteration 15Q: 3 clusters Score -85744.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -85744.531250 Penalty: 2248.575928
	Iteration 16Q: 3 clusters Score -85744.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -85746.164062 Penalty: 2248.575928
	Iteration 17Q: 3 clusters Score -85746.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -85749.085938 Penalty: 2248.575928
	Iteration 18Q: 3 clusters Score -85749.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -85752.132812 Penalty: 2248.575928
	Iteration 19Q: 3 clusters Score -85752.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -85755.546875 Penalty: 2248.575928
	Iteration 20F: 3 clusters Score -85755.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -85760.265625 Penalty: 2248.575928
	Iteration 21Q: 3 clusters Score -85760.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -85763.984375 Penalty: 2248.575928
	Iteration 22Q: 3 clusters Score -85763.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -85765.617188 Penalty: 2248.575928
	Iteration 23Q: 3 clusters Score -85765.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -85766.109375 Penalty: 2248.575928
	Iteration 24Q: 3 clusters Score -85766.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -85766.109375 Penalty: 2248.575928
	Iteration 25F: 3 clusters Score -85766.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Entering Unmasked Estep 
Score: -85374.062500 Penalty: 1123.966187
	Iteration 0F: 2 clusters Score -85374.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -83931.406250 Penalty: 2247.932373
	Iteration 0F: 3 clusters Score -83931.41 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -84195.367188 Penalty: 2247.932373
	Iteration 1F: 3 clusters Score -84195.37 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -84268.140625 Penalty: 2247.932373
	Iteration 2F: 3 clusters Score -84268.14 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -84313.078125 Penalty: 2247.932373
	Iteration 3Q: 3 clusters Score -84313.08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -84352.601562 Penalty: 2247.932373
	Iteration 4Q: 3 clusters Score -84352.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -84398.992188 Penalty: 2247.932373
	Iteration 5Q: 3 clusters Score -84398.99 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -84456.742188 Penalty: 2247.932373
	Iteration 6Q: 3 clusters Score -84456.74 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84492.351562 Penalty: 2247.932373
	Iteration 7Q: 3 clusters Score -84492.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -84514.875000 Penalty: 2247.932373
	Iteration 8Q: 3 clusters Score -84514.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -84540.234375 Penalty: 2247.932373
	Iteration 9Q: 3 clusters Score -84540.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -84561.726562 Penalty: 2247.932373
	Iteration 10Q: 3 clusters Score -84561.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -84590.398438 Penalty: 2247.932373
	Iteration 11Q: 3 clusters Score -84590.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -84609.570312 Penalty: 2247.932373
	Iteration 12Q: 3 clusters Score -84609.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -84626.140625 Penalty: 2247.932373
	Iteration 13Q: 3 clusters Score -84626.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -84635.429688 Penalty: 2247.932373
	Iteration 14Q: 3 clusters Score -84635.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -84639.585938 Penalty: 2247.932373
	Iteration 15Q: 3 clusters Score -84639.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -84641.898438 Penalty: 2247.932373
	Iteration 16Q: 3 clusters Score -84641.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -84648.578125 Penalty: 2247.932373
	Iteration 17Q: 3 clusters Score -84648.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -84652.968750 Penalty: 2247.932373
	Iteration 18Q: 3 clusters Score -84652.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -84653.960938 Penalty: 2247.932373
	Iteration 19Q: 3 clusters Score -84653.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -84654.578125 Penalty: 2247.932373
	Iteration 20F: 3 clusters Score -84654.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -287243.750000 Penalty: 1319.014771
	Iteration 0F: 2 clusters Score -287243.8 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 1641 members 
Entering Unmasked Estep 
Score: -284343.125000 Penalty: 2638.029541
	Iteration 0F: 3 clusters Score -284343.1 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -285123.906250 Penalty: 2638.029541
	Iteration 1F: 3 clusters Score -285123.9 nChanged 251
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: -285275.531250 Penalty: 2638.029541
	Iteration 2F: 3 clusters Score -285275.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -285392.593750 Penalty: 2638.029541
	Iteration 3F: 3 clusters Score -285392.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -285496.343750 Penalty: 2638.029541
	Iteration 4Q: 3 clusters Score -285496.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -285596.187500 Penalty: 2638.029541
	Iteration 5Q: 3 clusters Score -285596.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -285676.593750 Penalty: 2638.029541
	Iteration 6Q: 3 clusters Score -285676.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -285762.218750 Penalty: 2638.029541
	Iteration 7Q: 3 clusters Score -285762.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -285858.281250 Penalty: 2638.029541
	Iteration 8Q: 3 clusters Score -285858.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -285988.906250 Penalty: 2638.029541
	Iteration 9Q: 3 clusters Score -285988.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -286125.406250 Penalty: 2638.029541
	Iteration 10Q: 3 clusters Score -286125.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -286275.375000 Penalty: 2638.029541
	Iteration 11Q: 3 clusters Score -286275.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -286371.656250 Penalty: 2638.029541
	Iteration 12Q: 3 clusters Score -286371.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -286433.125000 Penalty: 2638.029541
	Iteration 13Q: 3 clusters Score -286433.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -286469.468750 Penalty: 2638.029541
	Iteration 14Q: 3 clusters Score -286469.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -286497.343750 Penalty: 2638.029541
	Iteration 15Q: 3 clusters Score -286497.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -286519.031250 Penalty: 2638.029541
	Iteration 16Q: 3 clusters Score -286519 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -286535.718750 Penalty: 2638.029541
	Iteration 17Q: 3 clusters Score -286535.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -286546.125000 Penalty: 2638.029541
	Iteration 18Q: 3 clusters Score -286546.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -286553.843750 Penalty: 2638.029541
	Iteration 19Q: 3 clusters Score -286553.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -286569.437500 Penalty: 2638.029541
	Iteration 20F: 3 clusters Score -286569.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -286583.656250 Penalty: 2638.029541
	Iteration 21Q: 3 clusters Score -286583.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -286596.250000 Penalty: 2638.029541
	Iteration 22Q: 3 clusters Score -286596.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -286604.437500 Penalty: 2638.029541
	Iteration 23Q: 3 clusters Score -286604.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -286612.593750 Penalty: 2638.029541
	Iteration 24Q: 3 clusters Score -286612.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -286623.437500 Penalty: 2638.029541
	Iteration 25Q: 3 clusters Score -286623.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -286630.812500 Penalty: 2638.029541
	Iteration 26Q: 3 clusters Score -286630.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -286637.437500 Penalty: 2638.029541
	Iteration 27Q: 3 clusters Score -286637.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -286641.343750 Penalty: 2638.029541
	Iteration 28Q: 3 clusters Score -286641.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -286647.593750 Penalty: 2638.029541
	Iteration 29Q: 3 clusters Score -286647.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -286652.812500 Penalty: 2638.029541
	Iteration 30Q: 3 clusters Score -286652.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -286655.312500 Penalty: 2638.029541
	Iteration 31Q: 3 clusters Score -286655.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -286656.093750 Penalty: 2638.029541
	Iteration 32Q: 3 clusters Score -286656.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -286656.000000 Penalty: 2638.029541
	Iteration 33Q: 3 clusters Score -286656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -286656.906250 Penalty: 2638.029541
	Iteration 34Q: 3 clusters Score -286656.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -286656.906250 Penalty: 2638.029541
	Iteration 35F: 3 clusters Score -286656.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Entering Unmasked Estep 
Score: -728604.125000 Penalty: 1458.190186
	Iteration 0F: 2 clusters Score -728604.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -722728.750000 Penalty: 2916.380371
	Iteration 0F: 3 clusters Score -722728.8 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -724506.875000 Penalty: 2916.380371
	Iteration 1F: 3 clusters Score -724506.9 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -724741.125000 Penalty: 2916.380371
	Iteration 2F: 3 clusters Score -724741.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -724906.125000 Penalty: 2916.380371
	Iteration 3F: 3 clusters Score -724906.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -725051.562500 Penalty: 2916.380371
	Iteration 4Q: 3 clusters Score -725051.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -725195.750000 Penalty: 2916.380371
	Iteration 5Q: 3 clusters Score -725195.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -725325.937500 Penalty: 2916.380371
	Iteration 6Q: 3 clusters Score -725325.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -725450.937500 Penalty: 2916.380371
	Iteration 7Q: 3 clusters Score -725450.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -725591.187500 Penalty: 2916.380371
	Iteration 8Q: 3 clusters Score -725591.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -725748.937500 Penalty: 2916.380371
	Iteration 9Q: 3 clusters Score -725748.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -725917.625000 Penalty: 2916.380371
	Iteration 10Q: 3 clusters Score -725917.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -726125.687500 Penalty: 2916.380371
	Iteration 11Q: 3 clusters Score -726125.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -726358.125000 Penalty: 2916.380371
	Iteration 12Q: 3 clusters Score -726358.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -726595.625000 Penalty: 2916.380371
	Iteration 13Q: 3 clusters Score -726595.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -726779.125000 Penalty: 2916.380371
	Iteration 14Q: 3 clusters Score -726779.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -726933.062500 Penalty: 2916.380371
	Iteration 15Q: 3 clusters Score -726933.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -727040.500000 Penalty: 2916.380371
	Iteration 16Q: 3 clusters Score -727040.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -727119.312500 Penalty: 2916.380371
	Iteration 17Q: 3 clusters Score -727119.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -727167.750000 Penalty: 2916.380371
	Iteration 18Q: 3 clusters Score -727167.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -727203.375000 Penalty: 2916.380371
	Iteration 19Q: 3 clusters Score -727203.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -727234.250000 Penalty: 2916.380371
	Iteration 20F: 3 clusters Score -727234.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -727259.375000 Penalty: 2916.380371
	Iteration 21Q: 3 clusters Score -727259.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -727287.812500 Penalty: 2916.380371
	Iteration 22Q: 3 clusters Score -727287.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -727309.500000 Penalty: 2916.380371
	Iteration 23Q: 3 clusters Score -727309.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -727330.062500 Penalty: 2916.380371
	Iteration 24Q: 3 clusters Score -727330.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -727341.125000 Penalty: 2916.380371
	Iteration 25Q: 3 clusters Score -727341.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -727343.000000 Penalty: 2916.380371
	Iteration 26Q: 3 clusters Score -727343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -727345.000000 Penalty: 2916.380371
	Iteration 27Q: 3 clusters Score -727345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -727348.312500 Penalty: 2916.380371
	Iteration 28Q: 3 clusters Score -727348.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -727351.875000 Penalty: 2916.380371
	Iteration 29Q: 3 clusters Score -727351.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -727353.750000 Penalty: 2916.380371
	Iteration 30Q: 3 clusters Score -727353.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -727356.812500 Penalty: 2916.380371
	Iteration 31Q: 3 clusters Score -727356.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -727356.812500 Penalty: 2916.380371
	Iteration 32F: 3 clusters Score -727356.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Entering Unmasked Estep 
Score: -103144.203125 Penalty: 1157.989136
	Iteration 0F: 2 clusters Score -103144.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -101516.351562 Penalty: 2315.978271
	Iteration 0F: 3 clusters Score -101516.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -101847.695312 Penalty: 2315.978271
	Iteration 1F: 3 clusters Score -101847.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -101963.289062 Penalty: 2315.978271
	Iteration 2F: 3 clusters Score -101963.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -102056.007812 Penalty: 2315.978271
	Iteration 3F: 3 clusters Score -102056 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -102135.640625 Penalty: 2315.978271
	Iteration 4Q: 3 clusters Score -102135.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -102204.531250 Penalty: 2315.978271
	Iteration 5Q: 3 clusters Score -102204.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -102244.398438 Penalty: 2315.978271
	Iteration 6Q: 3 clusters Score -102244.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -102276.210938 Penalty: 2315.978271
	Iteration 7Q: 3 clusters Score -102276.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -102288.976562 Penalty: 2315.978271
	Iteration 8Q: 3 clusters Score -102289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -102303.578125 Penalty: 2315.978271
	Iteration 9Q: 3 clusters Score -102303.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -102313.804688 Penalty: 2315.978271
	Iteration 10Q: 3 clusters Score -102313.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -102317.570312 Penalty: 2315.978271
	Iteration 11Q: 3 clusters Score -102317.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -102320.851562 Penalty: 2315.978271
	Iteration 12Q: 3 clusters Score -102320.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -102323.789062 Penalty: 2315.978271
	Iteration 13Q: 3 clusters Score -102323.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -102325.281250 Penalty: 2315.978271
	Iteration 14Q: 3 clusters Score -102325.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -102326.398438 Penalty: 2315.978271
	Iteration 15Q: 3 clusters Score -102326.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -102326.398438 Penalty: 2315.978271
	Iteration 16F: 3 clusters Score -102326.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Entering Unmasked Estep 
Score: -604244.187500 Penalty: 1443.004639
	Iteration 0F: 2 clusters Score -604244.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -598884.375000 Penalty: 2886.009277
	Iteration 0F: 3 clusters Score -598884.4 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -600426.750000 Penalty: 2886.009277
	Iteration 1F: 3 clusters Score -600426.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -600737.937500 Penalty: 2886.009277
	Iteration 2F: 3 clusters Score -600737.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -600989.562500 Penalty: 2886.009277
	Iteration 3F: 3 clusters Score -600989.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -601181.625000 Penalty: 2886.009277
	Iteration 4F: 3 clusters Score -601181.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -601340.000000 Penalty: 2886.009277
	Iteration 5Q: 3 clusters Score -601340 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -601467.437500 Penalty: 2886.009277
	Iteration 6Q: 3 clusters Score -601467.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -601576.750000 Penalty: 2886.009277
	Iteration 7Q: 3 clusters Score -601576.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -601677.125000 Penalty: 2886.009277
	Iteration 8Q: 3 clusters Score -601677.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -601763.375000 Penalty: 2886.009277
	Iteration 9Q: 3 clusters Score -601763.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -601850.000000 Penalty: 2886.009277
	Iteration 10Q: 3 clusters Score -601850 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -601927.375000 Penalty: 2886.009277
	Iteration 11Q: 3 clusters Score -601927.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -601984.125000 Penalty: 2886.009277
	Iteration 12Q: 3 clusters Score -601984.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -602033.937500 Penalty: 2886.009277
	Iteration 13Q: 3 clusters Score -602033.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -602079.312500 Penalty: 2886.009277
	Iteration 14Q: 3 clusters Score -602079.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -602124.062500 Penalty: 2886.009277
	Iteration 15Q: 3 clusters Score -602124.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -602181.562500 Penalty: 2886.009277
	Iteration 16Q: 3 clusters Score -602181.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -602229.062500 Penalty: 2886.009277
	Iteration 17Q: 3 clusters Score -602229.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -602280.187500 Penalty: 2886.009277
	Iteration 18Q: 3 clusters Score -602280.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -602322.250000 Penalty: 2886.009277
	Iteration 19Q: 3 clusters Score -602322.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -602360.750000 Penalty: 2886.009277
	Iteration 20F: 3 clusters Score -602360.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -602389.375000 Penalty: 2886.009277
	Iteration 21Q: 3 clusters Score -602389.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -602414.000000 Penalty: 2886.009277
	Iteration 22Q: 3 clusters Score -602414 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -602441.062500 Penalty: 2886.009277
	Iteration 23Q: 3 clusters Score -602441.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -602466.625000 Penalty: 2886.009277
	Iteration 24Q: 3 clusters Score -602466.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -602489.500000 Penalty: 2886.009277
	Iteration 25Q: 3 clusters Score -602489.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -602506.812500 Penalty: 2886.009277
	Iteration 26Q: 3 clusters Score -602506.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -602520.500000 Penalty: 2886.009277
	Iteration 27Q: 3 clusters Score -602520.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -602528.937500 Penalty: 2886.009277
	Iteration 28Q: 3 clusters Score -602528.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -602538.875000 Penalty: 2886.009277
	Iteration 29Q: 3 clusters Score -602538.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -602547.062500 Penalty: 2886.009277
	Iteration 30Q: 3 clusters Score -602547.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -602553.375000 Penalty: 2886.009277
	Iteration 31Q: 3 clusters Score -602553.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -602557.875000 Penalty: 2886.009277
	Iteration 32Q: 3 clusters Score -602557.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -602561.937500 Penalty: 2886.009277
	Iteration 33Q: 3 clusters Score -602561.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -602571.062500 Penalty: 2886.009277
	Iteration 34Q: 3 clusters Score -602571.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -602576.937500 Penalty: 2886.009277
	Iteration 35Q: 3 clusters Score -602576.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -602581.125000 Penalty: 2886.009277
	Iteration 36Q: 3 clusters Score -602581.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -602586.937500 Penalty: 2886.009277
	Iteration 37Q: 3 clusters Score -602586.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -602592.312500 Penalty: 2886.009277
	Iteration 38Q: 3 clusters Score -602592.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -602595.625000 Penalty: 2886.009277
	Iteration 39Q: 3 clusters Score -602595.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -602599.937500 Penalty: 2886.009277
	Iteration 40F: 3 clusters Score -602599.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -602601.750000 Penalty: 2886.009277
	Iteration 41Q: 3 clusters Score -602601.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -602601.250000 Penalty: 2886.009277
	Iteration 42Q: 3 clusters Score -602601.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -602604.625000 Penalty: 2886.009277
	Iteration 43Q: 3 clusters Score -602604.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -602604.000000 Penalty: 2886.009277
	Iteration 44Q: 3 clusters Score -602604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -602605.437500 Penalty: 2886.009277
	Iteration 45Q: 3 clusters Score -602605.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -602606.562500 Penalty: 2886.009277
	Iteration 46Q: 3 clusters Score -602606.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -602606.687500 Penalty: 2886.009277
	Iteration 47Q: 3 clusters Score -602606.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -602608.562500 Penalty: 2886.009277
	Iteration 48Q: 3 clusters Score -602608.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -602609.125000 Penalty: 2886.009277
	Iteration 49Q: 3 clusters Score -602609.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -602609.250000 Penalty: 2886.009277
	Iteration 50Q: 3 clusters Score -602609.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -602609.250000 Penalty: 2886.009277
	Iteration 51F: 3 clusters Score -602609.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -70279.257812 Penalty: 1095.334473
	Iteration 0F: 2 clusters Score -70279.26 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 431 members 
Entering Unmasked Estep 
Score: -68913.523438 Penalty: 2190.668945
	Iteration 0F: 3 clusters Score -68913.52 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -69123.218750 Penalty: 2190.668945
	Iteration 1F: 3 clusters Score -69123.22 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -69211.851562 Penalty: 2190.668945
	Iteration 2F: 3 clusters Score -69211.85 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -69262.335938 Penalty: 2190.668945
	Iteration 3Q: 3 clusters Score -69262.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -69305.679688 Penalty: 2190.668945
	Iteration 4Q: 3 clusters Score -69305.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -69331.375000 Penalty: 2190.668945
	Iteration 5Q: 3 clusters Score -69331.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -69359.484375 Penalty: 2190.668945
	Iteration 6Q: 3 clusters Score -69359.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -69395.710938 Penalty: 2190.668945
	Iteration 7Q: 3 clusters Score -69395.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -69469.039062 Penalty: 2190.668945
	Iteration 8Q: 3 clusters Score -69469.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -69632.671875 Penalty: 2190.668945
	Iteration 9Q: 3 clusters Score -69632.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -69686.195312 Penalty: 2190.668945
	Iteration 10Q: 3 clusters Score -69686.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -69724.421875 Penalty: 2190.668945
	Iteration 11Q: 3 clusters Score -69724.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -69766.101562 Penalty: 2190.668945
	Iteration 12Q: 3 clusters Score -69766.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -69799.273438 Penalty: 2190.668945
	Iteration 13Q: 3 clusters Score -69799.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -69822.804688 Penalty: 2190.668945
	Iteration 14Q: 3 clusters Score -69822.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -69840.515625 Penalty: 2190.668945
	Iteration 15Q: 3 clusters Score -69840.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -69852.906250 Penalty: 2190.668945
	Iteration 16Q: 3 clusters Score -69852.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -69861.953125 Penalty: 2190.668945
	Iteration 17Q: 3 clusters Score -69861.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -69867.578125 Penalty: 2190.668945
	Iteration 18Q: 3 clusters Score -69867.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -69871.171875 Penalty: 2190.668945
	Iteration 19Q: 3 clusters Score -69871.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -69875.007812 Penalty: 2190.668945
	Iteration 20F: 3 clusters Score -69875.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -69881.515625 Penalty: 2190.668945
	Iteration 21Q: 3 clusters Score -69881.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -69884.335938 Penalty: 2190.668945
	Iteration 22Q: 3 clusters Score -69884.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -69885.968750 Penalty: 2190.668945
	Iteration 23Q: 3 clusters Score -69885.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -69892.140625 Penalty: 2190.668945
	Iteration 24Q: 3 clusters Score -69892.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -69900.343750 Penalty: 2190.668945
	Iteration 25Q: 3 clusters Score -69900.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -69904.406250 Penalty: 2190.668945
	Iteration 26Q: 3 clusters Score -69904.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -69910.835938 Penalty: 2190.668945
	Iteration 27Q: 3 clusters Score -69910.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -69915.601562 Penalty: 2190.668945
	Iteration 28Q: 3 clusters Score -69915.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69920.921875 Penalty: 2190.668945
	Iteration 29Q: 3 clusters Score -69920.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69922.554688 Penalty: 2190.668945
	Iteration 30Q: 3 clusters Score -69922.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69922.554688 Penalty: 2190.668945
	Iteration 31F: 3 clusters Score -69922.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Entering Unmasked Estep 
Score: -792973.375000 Penalty: 1479.016602
	Iteration 0F: 2 clusters Score -792973.4 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 4439 members 
Entering Unmasked Estep 
Score: -786489.937500 Penalty: 2958.033203
	Iteration 0F: 3 clusters Score -786489.9 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -788534.937500 Penalty: 2958.033203
	Iteration 1F: 3 clusters Score -788534.9 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -788850.562500 Penalty: 2958.033203
	Iteration 2F: 3 clusters Score -788850.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -789187.187500 Penalty: 2958.033203
	Iteration 3F: 3 clusters Score -789187.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -789560.312500 Penalty: 2958.033203
	Iteration 4F: 3 clusters Score -789560.3 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -789969.187500 Penalty: 2958.033203
	Iteration 5F: 3 clusters Score -789969.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -790350.562500 Penalty: 2958.033203
	Iteration 6F: 3 clusters Score -790350.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -790683.312500 Penalty: 2958.033203
	Iteration 7F: 3 clusters Score -790683.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -790964.062500 Penalty: 2958.033203
	Iteration 8Q: 3 clusters Score -790964.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -791183.875000 Penalty: 2958.033203
	Iteration 9Q: 3 clusters Score -791183.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -791378.125000 Penalty: 2958.033203
	Iteration 10Q: 3 clusters Score -791378.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -791506.750000 Penalty: 2958.033203
	Iteration 11Q: 3 clusters Score -791506.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -791598.500000 Penalty: 2958.033203
	Iteration 12Q: 3 clusters Score -791598.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -791669.187500 Penalty: 2958.033203
	Iteration 13Q: 3 clusters Score -791669.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -791718.750000 Penalty: 2958.033203
	Iteration 14Q: 3 clusters Score -791718.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -791753.500000 Penalty: 2958.033203
	Iteration 15Q: 3 clusters Score -791753.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -791782.250000 Penalty: 2958.033203
	Iteration 16Q: 3 clusters Score -791782.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -791802.312500 Penalty: 2958.033203
	Iteration 17Q: 3 clusters Score -791802.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -791824.187500 Penalty: 2958.033203
	Iteration 18Q: 3 clusters Score -791824.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -791848.000000 Penalty: 2958.033203
	Iteration 19Q: 3 clusters Score -791848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -791871.187500 Penalty: 2958.033203
	Iteration 20F: 3 clusters Score -791871.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -791909.937500 Penalty: 2958.033203
	Iteration 21Q: 3 clusters Score -791909.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -791966.937500 Penalty: 2958.033203
	Iteration 22Q: 3 clusters Score -791966.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -792033.437500 Penalty: 2958.033203
	Iteration 23Q: 3 clusters Score -792033.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -792098.312500 Penalty: 2958.033203
	Iteration 24Q: 3 clusters Score -792098.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -792155.062500 Penalty: 2958.033203
	Iteration 25Q: 3 clusters Score -792155.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -792201.062500 Penalty: 2958.033203
	Iteration 26Q: 3 clusters Score -792201.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -792224.687500 Penalty: 2958.033203
	Iteration 27Q: 3 clusters Score -792224.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -792236.125000 Penalty: 2958.033203
	Iteration 28Q: 3 clusters Score -792236.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -792244.375000 Penalty: 2958.033203
	Iteration 29Q: 3 clusters Score -792244.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -792253.562500 Penalty: 2958.033203
	Iteration 30Q: 3 clusters Score -792253.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -792255.750000 Penalty: 2958.033203
	Iteration 31Q: 3 clusters Score -792255.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -792259.500000 Penalty: 2958.033203
	Iteration 32Q: 3 clusters Score -792259.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -792262.250000 Penalty: 2958.033203
	Iteration 33Q: 3 clusters Score -792262.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -792262.250000 Penalty: 2958.033203
	Iteration 34Q: 3 clusters Score -792262.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -792264.437500 Penalty: 2958.033203
	Iteration 35Q: 3 clusters Score -792264.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -792266.312500 Penalty: 2958.033203
	Iteration 36Q: 3 clusters Score -792266.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -792269.687500 Penalty: 2958.033203
	Iteration 37Q: 3 clusters Score -792269.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -792267.687500 Penalty: 2958.033203
	Iteration 38Q: 3 clusters Score -792267.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -792268.062500 Penalty: 2958.033203
	Iteration 39Q: 3 clusters Score -792268.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -792268.812500 Penalty: 2958.033203
	Iteration 40F: 3 clusters Score -792268.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -792268.625000 Penalty: 2958.033203
	Iteration 41Q: 3 clusters Score -792268.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -792268.625000 Penalty: 2958.033203
	Iteration 42F: 3 clusters Score -792268.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Entering Unmasked Estep 
Score: -110504.703125 Penalty: 1163.384888
	Iteration 0F: 2 clusters Score -110504.7 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 661 members 
Entering Unmasked Estep 
Score: -108866.328125 Penalty: 2326.769775
	Iteration 0F: 3 clusters Score -108866.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -109192.429688 Penalty: 2326.769775
	Iteration 1F: 3 clusters Score -109192.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -109266.375000 Penalty: 2326.769775
	Iteration 2F: 3 clusters Score -109266.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -109332.156250 Penalty: 2326.769775
	Iteration 3F: 3 clusters Score -109332.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -109369.296875 Penalty: 2326.769775
	Iteration 4Q: 3 clusters Score -109369.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -109391.476562 Penalty: 2326.769775
	Iteration 5Q: 3 clusters Score -109391.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -109400.664062 Penalty: 2326.769775
	Iteration 6Q: 3 clusters Score -109400.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -109404.414062 Penalty: 2326.769775
	Iteration 7Q: 3 clusters Score -109404.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -109407.101562 Penalty: 2326.769775
	Iteration 8Q: 3 clusters Score -109407.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -109408.562500 Penalty: 2326.769775
	Iteration 9Q: 3 clusters Score -109408.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -109412.148438 Penalty: 2326.769775
	Iteration 10Q: 3 clusters Score -109412.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -109414.031250 Penalty: 2326.769775
	Iteration 11Q: 3 clusters Score -109414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -109417.039062 Penalty: 2326.769775
	Iteration 12Q: 3 clusters Score -109417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -109420.382812 Penalty: 2326.769775
	Iteration 13Q: 3 clusters Score -109420.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -109426.234375 Penalty: 2326.769775
	Iteration 14Q: 3 clusters Score -109426.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -109434.273438 Penalty: 2326.769775
	Iteration 15Q: 3 clusters Score -109434.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -109439.703125 Penalty: 2326.769775
	Iteration 16Q: 3 clusters Score -109439.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -109443.632812 Penalty: 2326.769775
	Iteration 17Q: 3 clusters Score -109443.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -109445.945312 Penalty: 2326.769775
	Iteration 18Q: 3 clusters Score -109445.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -109448.257812 Penalty: 2326.769775
	Iteration 19Q: 3 clusters Score -109448.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -109450.265625 Penalty: 2326.769775
	Iteration 20F: 3 clusters Score -109450.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -109452.968750 Penalty: 2326.769775
	Iteration 21Q: 3 clusters Score -109453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -109454.757812 Penalty: 2326.769775
	Iteration 22Q: 3 clusters Score -109454.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -109455.179688 Penalty: 2326.769775
	Iteration 23Q: 3 clusters Score -109455.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -109455.179688 Penalty: 2326.769775
	Iteration 24F: 3 clusters Score -109455.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Entering Unmasked Estep 
Score: -170522.843750 Penalty: 1232.937866
	Iteration 0F: 2 clusters Score -170522.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -168416.078125 Penalty: 2465.875732
	Iteration 0F: 3 clusters Score -168416.1 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -168856.015625 Penalty: 2465.875732
	Iteration 1F: 3 clusters Score -168856 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -168996.796875 Penalty: 2465.875732
	Iteration 2F: 3 clusters Score -168996.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -169113.234375 Penalty: 2465.875732
	Iteration 3F: 3 clusters Score -169113.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -169210.390625 Penalty: 2465.875732
	Iteration 4F: 3 clusters Score -169210.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -169284.984375 Penalty: 2465.875732
	Iteration 5Q: 3 clusters Score -169285 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -169334.640625 Penalty: 2465.875732
	Iteration 6Q: 3 clusters Score -169334.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -169372.265625 Penalty: 2465.875732
	Iteration 7Q: 3 clusters Score -169372.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -169410.859375 Penalty: 2465.875732
	Iteration 8Q: 3 clusters Score -169410.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -169460.328125 Penalty: 2465.875732
	Iteration 9Q: 3 clusters Score -169460.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -169503.015625 Penalty: 2465.875732
	Iteration 10Q: 3 clusters Score -169503 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -169534.937500 Penalty: 2465.875732
	Iteration 11Q: 3 clusters Score -169534.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -169564.093750 Penalty: 2465.875732
	Iteration 12Q: 3 clusters Score -169564.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -169590.578125 Penalty: 2465.875732
	Iteration 13Q: 3 clusters Score -169590.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -169619.484375 Penalty: 2465.875732
	Iteration 14Q: 3 clusters Score -169619.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -169644.890625 Penalty: 2465.875732
	Iteration 15Q: 3 clusters Score -169644.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -169663.468750 Penalty: 2465.875732
	Iteration 16Q: 3 clusters Score -169663.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -169683.203125 Penalty: 2465.875732
	Iteration 17Q: 3 clusters Score -169683.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -169698.781250 Penalty: 2465.875732
	Iteration 18Q: 3 clusters Score -169698.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -169708.640625 Penalty: 2465.875732
	Iteration 19Q: 3 clusters Score -169708.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -169718.093750 Penalty: 2465.875732
	Iteration 20F: 3 clusters Score -169718.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -169722.125000 Penalty: 2465.875732
	Iteration 21Q: 3 clusters Score -169722.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -169727.687500 Penalty: 2465.875732
	Iteration 22Q: 3 clusters Score -169727.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -169730.890625 Penalty: 2465.875732
	Iteration 23Q: 3 clusters Score -169730.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -169733.453125 Penalty: 2465.875732
	Iteration 24Q: 3 clusters Score -169733.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -169735.609375 Penalty: 2465.875732
	Iteration 25Q: 3 clusters Score -169735.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -169738.421875 Penalty: 2465.875732
	Iteration 26Q: 3 clusters Score -169738.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -169742.281250 Penalty: 2465.875732
	Iteration 27Q: 3 clusters Score -169742.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -169744.468750 Penalty: 2465.875732
	Iteration 28Q: 3 clusters Score -169744.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -169746.453125 Penalty: 2465.875732
	Iteration 29Q: 3 clusters Score -169746.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -169749.265625 Penalty: 2465.875732
	Iteration 30Q: 3 clusters Score -169749.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -169752.140625 Penalty: 2465.875732
	Iteration 31Q: 3 clusters Score -169752.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -169753.671875 Penalty: 2465.875732
	Iteration 32Q: 3 clusters Score -169753.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -169754.296875 Penalty: 2465.875732
	Iteration 33Q: 3 clusters Score -169754.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -169755.031250 Penalty: 2465.875732
	Iteration 34Q: 3 clusters Score -169755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -169755.031250 Penalty: 2465.875732
	Iteration 35F: 3 clusters Score -169755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (12892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Entering Unmasked Estep 
Score: -1173232.625000 Penalty: 1537.958862
	Iteration 0F: 2 clusters Score -1173233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1164205.375000 Penalty: 3075.917725
	Iteration 0F: 3 clusters Score -1164205 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1167435.500000 Penalty: 3075.917725
	Iteration 1F: 3 clusters Score -1167436 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1167787.125000 Penalty: 3075.917725
	Iteration 2F: 3 clusters Score -1167787 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1168118.500000 Penalty: 3075.917725
	Iteration 3F: 3 clusters Score -1168118 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1168438.000000 Penalty: 3075.917725
	Iteration 4F: 3 clusters Score -1168438 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1168729.000000 Penalty: 3075.917725
	Iteration 5Q: 3 clusters Score -1168729 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1169030.375000 Penalty: 3075.917725
	Iteration 6Q: 3 clusters Score -1169030 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1169360.875000 Penalty: 3075.917725
	Iteration 7Q: 3 clusters Score -1169361 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1169693.000000 Penalty: 3075.917725
	Iteration 8Q: 3 clusters Score -1169693 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1170026.500000 Penalty: 3075.917725
	Iteration 9Q: 3 clusters Score -1170026 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1170373.125000 Penalty: 3075.917725
	Iteration 10Q: 3 clusters Score -1170373 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1170740.000000 Penalty: 3075.917725
	Iteration 11Q: 3 clusters Score -1170740 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1171027.125000 Penalty: 3075.917725
	Iteration 12Q: 3 clusters Score -1171027 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1171220.750000 Penalty: 3075.917725
	Iteration 13Q: 3 clusters Score -1171221 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1171365.125000 Penalty: 3075.917725
	Iteration 14Q: 3 clusters Score -1171365 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1171470.625000 Penalty: 3075.917725
	Iteration 15Q: 3 clusters Score -1171471 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1171547.500000 Penalty: 3075.917725
	Iteration 16Q: 3 clusters Score -1171548 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1171617.750000 Penalty: 3075.917725
	Iteration 17Q: 3 clusters Score -1171618 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1171698.500000 Penalty: 3075.917725
	Iteration 18Q: 3 clusters Score -1171698 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1171777.750000 Penalty: 3075.917725
	Iteration 19Q: 3 clusters Score -1171778 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1171883.875000 Penalty: 3075.917725
	Iteration 20F: 3 clusters Score -1171884 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1171968.750000 Penalty: 3075.917725
	Iteration 21Q: 3 clusters Score -1171969 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1172070.250000 Penalty: 3075.917725
	Iteration 22Q: 3 clusters Score -1172070 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1172160.250000 Penalty: 3075.917725
	Iteration 23Q: 3 clusters Score -1172160 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1172225.375000 Penalty: 3075.917725
	Iteration 24Q: 3 clusters Score -1172225 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1172266.875000 Penalty: 3075.917725
	Iteration 25Q: 3 clusters Score -1172267 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1172288.875000 Penalty: 3075.917725
	Iteration 26Q: 3 clusters Score -1172289 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1172307.625000 Penalty: 3075.917725
	Iteration 27Q: 3 clusters Score -1172308 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1172321.000000 Penalty: 3075.917725
	Iteration 28Q: 3 clusters Score -1172321 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1172334.625000 Penalty: 3075.917725
	Iteration 29Q: 3 clusters Score -1172335 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1172343.625000 Penalty: 3075.917725
	Iteration 30Q: 3 clusters Score -1172344 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1172349.625000 Penalty: 3075.917725
	Iteration 31Q: 3 clusters Score -1172350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1172355.500000 Penalty: 3075.917725
	Iteration 32Q: 3 clusters Score -1172356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1172357.375000 Penalty: 3075.917725
	Iteration 33Q: 3 clusters Score -1172357 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1172358.625000 Penalty: 3075.917725
	Iteration 34Q: 3 clusters Score -1172359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1172362.375000 Penalty: 3075.917725
	Iteration 35Q: 3 clusters Score -1172362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1172364.375000 Penalty: 3075.917725
	Iteration 36Q: 3 clusters Score -1172364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1172365.625000 Penalty: 3075.917725
	Iteration 37Q: 3 clusters Score -1172366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1172366.125000 Penalty: 3075.917725
	Iteration 38Q: 3 clusters Score -1172366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1172367.875000 Penalty: 3075.917725
	Iteration 39Q: 3 clusters Score -1172368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1172369.375000 Penalty: 3075.917725
	Iteration 40F: 3 clusters Score -1172369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1172371.125000 Penalty: 3075.917725
	Iteration 41Q: 3 clusters Score -1172371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1172369.625000 Penalty: 3075.917725
	Iteration 42Q: 3 clusters Score -1172370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1172368.750000 Penalty: 3075.917725
	Iteration 43Q: 3 clusters Score -1172369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1172368.750000 Penalty: 3075.917725
	Iteration 44F: 3 clusters Score -1172369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Entering Unmasked Estep 
Score: -611775.562500 Penalty: 1434.725464
	Iteration 0F: 2 clusters Score -611775.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -606643.812500 Penalty: 2869.450928
	Iteration 0F: 3 clusters Score -606643.8 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -608218.062500 Penalty: 2869.450928
	Iteration 1F: 3 clusters Score -608218.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -608512.187500 Penalty: 2869.450928
	Iteration 2F: 3 clusters Score -608512.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -608774.250000 Penalty: 2869.450928
	Iteration 3F: 3 clusters Score -608774.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -609031.250000 Penalty: 2869.450928
	Iteration 4F: 3 clusters Score -609031.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -609294.375000 Penalty: 2869.450928
	Iteration 5F: 3 clusters Score -609294.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -609552.062500 Penalty: 2869.450928
	Iteration 6F: 3 clusters Score -609552.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -609811.812500 Penalty: 2869.450928
	Iteration 7Q: 3 clusters Score -609811.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -610069.437500 Penalty: 2869.450928
	Iteration 8Q: 3 clusters Score -610069.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -610257.000000 Penalty: 2869.450928
	Iteration 9Q: 3 clusters Score -610257 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -610362.500000 Penalty: 2869.450928
	Iteration 10Q: 3 clusters Score -610362.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -610425.625000 Penalty: 2869.450928
	Iteration 11Q: 3 clusters Score -610425.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -610481.062500 Penalty: 2869.450928
	Iteration 12Q: 3 clusters Score -610481.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -610525.375000 Penalty: 2869.450928
	Iteration 13Q: 3 clusters Score -610525.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -610568.375000 Penalty: 2869.450928
	Iteration 14Q: 3 clusters Score -610568.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -610614.375000 Penalty: 2869.450928
	Iteration 15Q: 3 clusters Score -610614.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -610654.500000 Penalty: 2869.450928
	Iteration 16Q: 3 clusters Score -610654.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -610700.000000 Penalty: 2869.450928
	Iteration 17Q: 3 clusters Score -610700 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -610737.937500 Penalty: 2869.450928
	Iteration 18Q: 3 clusters Score -610737.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -610780.937500 Penalty: 2869.450928
	Iteration 19Q: 3 clusters Score -610780.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -610820.562500 Penalty: 2869.450928
	Iteration 20F: 3 clusters Score -610820.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -610865.187500 Penalty: 2869.450928
	Iteration 21Q: 3 clusters Score -610865.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -610911.687500 Penalty: 2869.450928
	Iteration 22Q: 3 clusters Score -610911.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -610953.062500 Penalty: 2869.450928
	Iteration 23Q: 3 clusters Score -610953.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -610988.625000 Penalty: 2869.450928
	Iteration 24Q: 3 clusters Score -610988.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -611023.437500 Penalty: 2869.450928
	Iteration 25Q: 3 clusters Score -611023.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -611062.750000 Penalty: 2869.450928
	Iteration 26Q: 3 clusters Score -611062.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -611131.687500 Penalty: 2869.450928
	Iteration 27Q: 3 clusters Score -611131.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -611208.750000 Penalty: 2869.450928
	Iteration 28Q: 3 clusters Score -611208.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -611294.562500 Penalty: 2869.450928
	Iteration 29Q: 3 clusters Score -611294.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -611363.437500 Penalty: 2869.450928
	Iteration 30Q: 3 clusters Score -611363.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -611416.687500 Penalty: 2869.450928
	Iteration 31Q: 3 clusters Score -611416.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -611468.937500 Penalty: 2869.450928
	Iteration 32Q: 3 clusters Score -611468.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -611525.687500 Penalty: 2869.450928
	Iteration 33Q: 3 clusters Score -611525.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -611578.062500 Penalty: 2869.450928
	Iteration 34Q: 3 clusters Score -611578.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -611599.250000 Penalty: 2869.450928
	Iteration 35Q: 3 clusters Score -611599.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -611615.750000 Penalty: 2869.450928
	Iteration 36Q: 3 clusters Score -611615.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -611626.687500 Penalty: 2869.450928
	Iteration 37Q: 3 clusters Score -611626.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -611629.312500 Penalty: 2869.450928
	Iteration 38Q: 3 clusters Score -611629.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -611633.812500 Penalty: 2869.450928
	Iteration 39Q: 3 clusters Score -611633.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -611633.812500 Penalty: 2869.450928
	Iteration 40F: 3 clusters Score -611633.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -611634.750000 Penalty: 2869.450928
	Iteration 41Q: 3 clusters Score -611634.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -611638.125000 Penalty: 2869.450928
	Iteration 42Q: 3 clusters Score -611638.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -611639.312500 Penalty: 2869.450928
	Iteration 43Q: 3 clusters Score -611639.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -611638.812500 Penalty: 2869.450928
	Iteration 44Q: 3 clusters Score -611638.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -611638.375000 Penalty: 2869.450928
	Iteration 45Q: 3 clusters Score -611638.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -611639.000000 Penalty: 2869.450928
	Iteration 46Q: 3 clusters Score -611639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -611640.937500 Penalty: 2869.450928
	Iteration 47Q: 3 clusters Score -611640.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -611642.437500 Penalty: 2869.450928
	Iteration 48Q: 3 clusters Score -611642.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -611642.437500 Penalty: 2869.450928
	Iteration 49Q: 3 clusters Score -611642.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -611642.500000 Penalty: 2869.450928
	Iteration 50Q: 3 clusters Score -611642.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -611642.500000 Penalty: 2869.450928
	Iteration 51F: 3 clusters Score -611642.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Entering Unmasked Estep 
Score: -189744.531250 Penalty: 1268.984497
	Iteration 0F: 2 clusters Score -189744.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -187383.515625 Penalty: 2537.968994
	Iteration 0F: 3 clusters Score -187383.5 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -187970.937500 Penalty: 2537.968994
	Iteration 1F: 3 clusters Score -187970.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -188136.062500 Penalty: 2537.968994
	Iteration 2F: 3 clusters Score -188136.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -188250.406250 Penalty: 2537.968994
	Iteration 3F: 3 clusters Score -188250.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -188348.750000 Penalty: 2537.968994
	Iteration 4Q: 3 clusters Score -188348.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -188429.765625 Penalty: 2537.968994
	Iteration 5Q: 3 clusters Score -188429.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -188484.640625 Penalty: 2537.968994
	Iteration 6Q: 3 clusters Score -188484.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -188526.828125 Penalty: 2537.968994
	Iteration 7Q: 3 clusters Score -188526.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -188552.250000 Penalty: 2537.968994
	Iteration 8Q: 3 clusters Score -188552.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -188571.750000 Penalty: 2537.968994
	Iteration 9Q: 3 clusters Score -188571.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -188583.796875 Penalty: 2537.968994
	Iteration 10Q: 3 clusters Score -188583.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -188593.328125 Penalty: 2537.968994
	Iteration 11Q: 3 clusters Score -188593.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -188606.265625 Penalty: 2537.968994
	Iteration 12Q: 3 clusters Score -188606.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -188616.125000 Penalty: 2537.968994
	Iteration 13Q: 3 clusters Score -188616.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -188629.265625 Penalty: 2537.968994
	Iteration 14Q: 3 clusters Score -188629.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -188643.046875 Penalty: 2537.968994
	Iteration 15Q: 3 clusters Score -188643 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -188654.531250 Penalty: 2537.968994
	Iteration 16Q: 3 clusters Score -188654.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -188667.093750 Penalty: 2537.968994
	Iteration 17Q: 3 clusters Score -188667.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -188678.265625 Penalty: 2537.968994
	Iteration 18Q: 3 clusters Score -188678.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -188688.843750 Penalty: 2537.968994
	Iteration 19Q: 3 clusters Score -188688.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -188698.796875 Penalty: 2537.968994
	Iteration 20F: 3 clusters Score -188698.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -188707.718750 Penalty: 2537.968994
	Iteration 21Q: 3 clusters Score -188707.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -188713.406250 Penalty: 2537.968994
	Iteration 22Q: 3 clusters Score -188713.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -188718.562500 Penalty: 2537.968994
	Iteration 23Q: 3 clusters Score -188718.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -188721.812500 Penalty: 2537.968994
	Iteration 24Q: 3 clusters Score -188721.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -188724.484375 Penalty: 2537.968994
	Iteration 25Q: 3 clusters Score -188724.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -188725.625000 Penalty: 2537.968994
	Iteration 26Q: 3 clusters Score -188725.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -188727.406250 Penalty: 2537.968994
	Iteration 27Q: 3 clusters Score -188727.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -188729.015625 Penalty: 2537.968994
	Iteration 28Q: 3 clusters Score -188729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -188729.640625 Penalty: 2537.968994
	Iteration 29Q: 3 clusters Score -188729.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -188734.312500 Penalty: 2537.968994
	Iteration 30Q: 3 clusters Score -188734.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -188742.218750 Penalty: 2537.968994
	Iteration 31Q: 3 clusters Score -188742.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -188744.484375 Penalty: 2537.968994
	Iteration 32Q: 3 clusters Score -188744.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -188746.390625 Penalty: 2537.968994
	Iteration 33Q: 3 clusters Score -188746.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -188749.125000 Penalty: 2537.968994
	Iteration 34Q: 3 clusters Score -188749.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -188753.062500 Penalty: 2537.968994
	Iteration 35Q: 3 clusters Score -188753.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -188756.125000 Penalty: 2537.968994
	Iteration 36Q: 3 clusters Score -188756.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -188759.859375 Penalty: 2537.968994
	Iteration 37Q: 3 clusters Score -188759.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -188763.406250 Penalty: 2537.968994
	Iteration 38Q: 3 clusters Score -188763.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -188769.031250 Penalty: 2537.968994
	Iteration 39Q: 3 clusters Score -188769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -188774.203125 Penalty: 2537.968994
	Iteration 40F: 3 clusters Score -188774.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -188779.359375 Penalty: 2537.968994
	Iteration 41Q: 3 clusters Score -188779.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -188784.125000 Penalty: 2537.968994
	Iteration 42Q: 3 clusters Score -188784.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -188787.703125 Penalty: 2537.968994
	Iteration 43Q: 3 clusters Score -188787.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -188796.140625 Penalty: 2537.968994
	Iteration 44Q: 3 clusters Score -188796.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -188802.984375 Penalty: 2537.968994
	Iteration 45Q: 3 clusters Score -188803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -188805.265625 Penalty: 2537.968994
	Iteration 46Q: 3 clusters Score -188805.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -188807.828125 Penalty: 2537.968994
	Iteration 47Q: 3 clusters Score -188807.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -188810.000000 Penalty: 2537.968994
	Iteration 48Q: 3 clusters Score -188810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -188811.031250 Penalty: 2537.968994
	Iteration 49Q: 3 clusters Score -188811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -188813.093750 Penalty: 2537.968994
	Iteration 50Q: 3 clusters Score -188813.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -188816.921875 Penalty: 2537.968994
	Iteration 51Q: 3 clusters Score -188816.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -188819.281250 Penalty: 2537.968994
	Iteration 52Q: 3 clusters Score -188819.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -188819.812500 Penalty: 2537.968994
	Iteration 53Q: 3 clusters Score -188819.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -188820.781250 Penalty: 2537.968994
	Iteration 54Q: 3 clusters Score -188820.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -188822.406250 Penalty: 2537.968994
	Iteration 55Q: 3 clusters Score -188822.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -188823.671875 Penalty: 2537.968994
	Iteration 56Q: 3 clusters Score -188823.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -188824.421875 Penalty: 2537.968994
	Iteration 57Q: 3 clusters Score -188824.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -188824.421875 Penalty: 2537.968994
	Iteration 58F: 3 clusters Score -188824.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Entering Unmasked Estep 
Score: -107044.468750 Penalty: 1161.094360
	Iteration 0F: 2 clusters Score -107044.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -105450.687500 Penalty: 2322.188721
	Iteration 0F: 3 clusters Score -105450.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -105746.640625 Penalty: 2322.188721
	Iteration 1F: 3 clusters Score -105746.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -105873.734375 Penalty: 2322.188721
	Iteration 2F: 3 clusters Score -105873.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -105973.734375 Penalty: 2322.188721
	Iteration 3F: 3 clusters Score -105973.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -106059.414062 Penalty: 2322.188721
	Iteration 4F: 3 clusters Score -106059.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -106148.734375 Penalty: 2322.188721
	Iteration 5Q: 3 clusters Score -106148.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -106245.695312 Penalty: 2322.188721
	Iteration 6Q: 3 clusters Score -106245.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -106321.601562 Penalty: 2322.188721
	Iteration 7Q: 3 clusters Score -106321.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -106348.859375 Penalty: 2322.188721
	Iteration 8Q: 3 clusters Score -106348.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -106363.281250 Penalty: 2322.188721
	Iteration 9Q: 3 clusters Score -106363.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -106370.695312 Penalty: 2322.188721
	Iteration 10Q: 3 clusters Score -106370.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -106376.226562 Penalty: 2322.188721
	Iteration 11Q: 3 clusters Score -106376.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -106383.195312 Penalty: 2322.188721
	Iteration 12Q: 3 clusters Score -106383.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -106390.453125 Penalty: 2322.188721
	Iteration 13Q: 3 clusters Score -106390.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -106391.523438 Penalty: 2322.188721
	Iteration 14Q: 3 clusters Score -106391.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -106392.054688 Penalty: 2322.188721
	Iteration 15Q: 3 clusters Score -106392.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -106392.054688 Penalty: 2322.188721
	Iteration 16F: 3 clusters Score -106392.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Entering Unmasked Estep 
Score: -253116.875000 Penalty: 1294.626709
	Iteration 0F: 2 clusters Score -253116.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -250485.484375 Penalty: 2589.253418
	Iteration 0F: 3 clusters Score -250485.5 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -251221.421875 Penalty: 2589.253418
	Iteration 1F: 3 clusters Score -251221.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -251433.687500 Penalty: 2589.253418
	Iteration 2F: 3 clusters Score -251433.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -251585.125000 Penalty: 2589.253418
	Iteration 3F: 3 clusters Score -251585.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -251683.078125 Penalty: 2589.253418
	Iteration 4F: 3 clusters Score -251683.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -251763.921875 Penalty: 2589.253418
	Iteration 5Q: 3 clusters Score -251763.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -251825.015625 Penalty: 2589.253418
	Iteration 6Q: 3 clusters Score -251825 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -251857.500000 Penalty: 2589.253418
	Iteration 7Q: 3 clusters Score -251857.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -251881.109375 Penalty: 2589.253418
	Iteration 8Q: 3 clusters Score -251881.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -251906.484375 Penalty: 2589.253418
	Iteration 9Q: 3 clusters Score -251906.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -251928.265625 Penalty: 2589.253418
	Iteration 10Q: 3 clusters Score -251928.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -251943.703125 Penalty: 2589.253418
	Iteration 11Q: 3 clusters Score -251943.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -251955.703125 Penalty: 2589.253418
	Iteration 12Q: 3 clusters Score -251955.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -251962.000000 Penalty: 2589.253418
	Iteration 13Q: 3 clusters Score -251962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -251965.812500 Penalty: 2589.253418
	Iteration 14Q: 3 clusters Score -251965.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -251968.375000 Penalty: 2589.253418
	Iteration 15Q: 3 clusters Score -251968.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -251970.890625 Penalty: 2589.253418
	Iteration 16Q: 3 clusters Score -251970.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -251974.328125 Penalty: 2589.253418
	Iteration 17Q: 3 clusters Score -251974.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -251979.203125 Penalty: 2589.253418
	Iteration 18Q: 3 clusters Score -251979.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -251985.359375 Penalty: 2589.253418
	Iteration 19Q: 3 clusters Score -251985.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -251990.562500 Penalty: 2589.253418
	Iteration 20F: 3 clusters Score -251990.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -251993.812500 Penalty: 2589.253418
	Iteration 21Q: 3 clusters Score -251993.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -251997.109375 Penalty: 2589.253418
	Iteration 22Q: 3 clusters Score -251997.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -251999.421875 Penalty: 2589.253418
	Iteration 23Q: 3 clusters Score -251999.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -252001.921875 Penalty: 2589.253418
	Iteration 24Q: 3 clusters Score -252001.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -252002.750000 Penalty: 2589.253418
	Iteration 25Q: 3 clusters Score -252002.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -252005.109375 Penalty: 2589.253418
	Iteration 26Q: 3 clusters Score -252005.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -252006.968750 Penalty: 2589.253418
	Iteration 27Q: 3 clusters Score -252007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -252007.984375 Penalty: 2589.253418
	Iteration 28Q: 3 clusters Score -252008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -252008.609375 Penalty: 2589.253418
	Iteration 29Q: 3 clusters Score -252008.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -252010.906250 Penalty: 2589.253418
	Iteration 30Q: 3 clusters Score -252010.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -252011.843750 Penalty: 2589.253418
	Iteration 31Q: 3 clusters Score -252011.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -252012.640625 Penalty: 2589.253418
	Iteration 32Q: 3 clusters Score -252012.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -252013.531250 Penalty: 2589.253418
	Iteration 33Q: 3 clusters Score -252013.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -252013.906250 Penalty: 2589.253418
	Iteration 34Q: 3 clusters Score -252013.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -252014.421875 Penalty: 2589.253418
	Iteration 35Q: 3 clusters Score -252014.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -252014.906250 Penalty: 2589.253418
	Iteration 36Q: 3 clusters Score -252014.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -252015.484375 Penalty: 2589.253418
	Iteration 37Q: 3 clusters Score -252015.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -252016.203125 Penalty: 2589.253418
	Iteration 38Q: 3 clusters Score -252016.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -252017.406250 Penalty: 2589.253418
	Iteration 39Q: 3 clusters Score -252017.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -252018.281250 Penalty: 2589.253418
	Iteration 40F: 3 clusters Score -252018.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -252019.015625 Penalty: 2589.253418
	Iteration 41Q: 3 clusters Score -252019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -252019.484375 Penalty: 2589.253418
	Iteration 42Q: 3 clusters Score -252019.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -252019.750000 Penalty: 2589.253418
	Iteration 43Q: 3 clusters Score -252019.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -252019.796875 Penalty: 2589.253418
	Iteration 44Q: 3 clusters Score -252019.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -252019.796875 Penalty: 2589.253418
	Iteration 45F: 3 clusters Score -252019.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Entering Unmasked Estep 
Score: -347127.218750 Penalty: 1340.810669
	Iteration 0F: 2 clusters Score -347127.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -343873.968750 Penalty: 2681.621338
	Iteration 0F: 3 clusters Score -343874 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -344745.562500 Penalty: 2681.621338
	Iteration 1F: 3 clusters Score -344745.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -344947.468750 Penalty: 2681.621338
	Iteration 2F: 3 clusters Score -344947.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -345127.343750 Penalty: 2681.621338
	Iteration 3F: 3 clusters Score -345127.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -345282.375000 Penalty: 2681.621338
	Iteration 4F: 3 clusters Score -345282.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -345397.875000 Penalty: 2681.621338
	Iteration 5Q: 3 clusters Score -345397.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -345483.531250 Penalty: 2681.621338
	Iteration 6Q: 3 clusters Score -345483.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -345535.031250 Penalty: 2681.621338
	Iteration 7Q: 3 clusters Score -345535 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -345568.125000 Penalty: 2681.621338
	Iteration 8Q: 3 clusters Score -345568.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -345591.718750 Penalty: 2681.621338
	Iteration 9Q: 3 clusters Score -345591.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -345613.000000 Penalty: 2681.621338
	Iteration 10Q: 3 clusters Score -345613 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -345632.937500 Penalty: 2681.621338
	Iteration 11Q: 3 clusters Score -345632.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -345653.062500 Penalty: 2681.621338
	Iteration 12Q: 3 clusters Score -345653.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -345677.843750 Penalty: 2681.621338
	Iteration 13Q: 3 clusters Score -345677.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -345705.937500 Penalty: 2681.621338
	Iteration 14Q: 3 clusters Score -345705.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -345744.250000 Penalty: 2681.621338
	Iteration 15Q: 3 clusters Score -345744.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -345795.031250 Penalty: 2681.621338
	Iteration 16Q: 3 clusters Score -345795 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -345852.218750 Penalty: 2681.621338
	Iteration 17Q: 3 clusters Score -345852.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -345899.937500 Penalty: 2681.621338
	Iteration 18Q: 3 clusters Score -345899.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -345945.843750 Penalty: 2681.621338
	Iteration 19Q: 3 clusters Score -345945.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -345986.062500 Penalty: 2681.621338
	Iteration 20F: 3 clusters Score -345986.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -346014.031250 Penalty: 2681.621338
	Iteration 21Q: 3 clusters Score -346014 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -346031.687500 Penalty: 2681.621338
	Iteration 22Q: 3 clusters Score -346031.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -346048.437500 Penalty: 2681.621338
	Iteration 23Q: 3 clusters Score -346048.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -346059.500000 Penalty: 2681.621338
	Iteration 24Q: 3 clusters Score -346059.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -346074.093750 Penalty: 2681.621338
	Iteration 25Q: 3 clusters Score -346074.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -346086.406250 Penalty: 2681.621338
	Iteration 26Q: 3 clusters Score -346086.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -346094.437500 Penalty: 2681.621338
	Iteration 27Q: 3 clusters Score -346094.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -346099.218750 Penalty: 2681.621338
	Iteration 28Q: 3 clusters Score -346099.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -346103.562500 Penalty: 2681.621338
	Iteration 29Q: 3 clusters Score -346103.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -346107.750000 Penalty: 2681.621338
	Iteration 30Q: 3 clusters Score -346107.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -346110.093750 Penalty: 2681.621338
	Iteration 31Q: 3 clusters Score -346110.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -346112.312500 Penalty: 2681.621338
	Iteration 32Q: 3 clusters Score -346112.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -346113.562500 Penalty: 2681.621338
	Iteration 33Q: 3 clusters Score -346113.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -346114.406250 Penalty: 2681.621338
	Iteration 34Q: 3 clusters Score -346114.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -346114.531250 Penalty: 2681.621338
	Iteration 35Q: 3 clusters Score -346114.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -346114.593750 Penalty: 2681.621338
	Iteration 36Q: 3 clusters Score -346114.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -346115.312500 Penalty: 2681.621338
	Iteration 37Q: 3 clusters Score -346115.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -346116.937500 Penalty: 2681.621338
	Iteration 38Q: 3 clusters Score -346116.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -346117.375000 Penalty: 2681.621338
	Iteration 39Q: 3 clusters Score -346117.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -346117.375000 Penalty: 2681.621338
	Iteration 40F: 3 clusters Score -346117.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Entering Unmasked Estep 
Score: -193830.984375 Penalty: 1249.968384
	Iteration 0F: 2 clusters Score -193831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -191658.578125 Penalty: 2499.936768
	Iteration 0F: 3 clusters Score -191658.6 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -192146.890625 Penalty: 2499.936768
	Iteration 1F: 3 clusters Score -192146.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -192269.250000 Penalty: 2499.936768
	Iteration 2F: 3 clusters Score -192269.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -192359.093750 Penalty: 2499.936768
	Iteration 3F: 3 clusters Score -192359.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -192426.468750 Penalty: 2499.936768
	Iteration 4Q: 3 clusters Score -192426.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -192480.406250 Penalty: 2499.936768
	Iteration 5Q: 3 clusters Score -192480.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -192531.531250 Penalty: 2499.936768
	Iteration 6Q: 3 clusters Score -192531.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -192578.046875 Penalty: 2499.936768
	Iteration 7Q: 3 clusters Score -192578 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -192633.296875 Penalty: 2499.936768
	Iteration 8Q: 3 clusters Score -192633.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -192686.359375 Penalty: 2499.936768
	Iteration 9Q: 3 clusters Score -192686.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -192724.781250 Penalty: 2499.936768
	Iteration 10Q: 3 clusters Score -192724.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -192751.281250 Penalty: 2499.936768
	Iteration 11Q: 3 clusters Score -192751.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -192766.468750 Penalty: 2499.936768
	Iteration 12Q: 3 clusters Score -192766.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -192774.234375 Penalty: 2499.936768
	Iteration 13Q: 3 clusters Score -192774.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -192779.250000 Penalty: 2499.936768
	Iteration 14Q: 3 clusters Score -192779.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -192782.859375 Penalty: 2499.936768
	Iteration 15Q: 3 clusters Score -192782.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -192786.437500 Penalty: 2499.936768
	Iteration 16Q: 3 clusters Score -192786.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -192787.843750 Penalty: 2499.936768
	Iteration 17Q: 3 clusters Score -192787.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -192789.031250 Penalty: 2499.936768
	Iteration 18Q: 3 clusters Score -192789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -192792.375000 Penalty: 2499.936768
	Iteration 19Q: 3 clusters Score -192792.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -192794.796875 Penalty: 2499.936768
	Iteration 20F: 3 clusters Score -192794.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -192795.515625 Penalty: 2499.936768
	Iteration 21Q: 3 clusters Score -192795.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -192795.609375 Penalty: 2499.936768
	Iteration 22Q: 3 clusters Score -192795.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -192795.765625 Penalty: 2499.936768
	Iteration 23Q: 3 clusters Score -192795.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -192796.062500 Penalty: 2499.936768
	Iteration 24Q: 3 clusters Score -192796.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -192796.062500 Penalty: 2499.936768
	Iteration 25F: 3 clusters Score -192796.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (41078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Entering Unmasked Estep 
Score: -3810067.750000 Penalty: 1726.274536
	Iteration 0F: 2 clusters Score -3810068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -3782513.000000 Penalty: 3452.549072
	Iteration 0F: 3 clusters Score -3782513 nChanged 19117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -3793070.750000 Penalty: 3452.549072
	Iteration 1F: 3 clusters Score -3793071 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -3793390.750000 Penalty: 3452.549072
	Iteration 2Q: 3 clusters Score -3793391 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -3793749.500000 Penalty: 3452.549072
	Iteration 3Q: 3 clusters Score -3793750 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -3794063.750000 Penalty: 3452.549072
	Iteration 4Q: 3 clusters Score -3794064 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -3794425.750000 Penalty: 3452.549072
	Iteration 5Q: 3 clusters Score -3794426 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -3794848.500000 Penalty: 3452.549072
	Iteration 6Q: 3 clusters Score -3794848 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -3795324.750000 Penalty: 3452.549072
	Iteration 7Q: 3 clusters Score -3795325 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -3795941.500000 Penalty: 3452.549072
	Iteration 8Q: 3 clusters Score -3795942 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -3796842.500000 Penalty: 3452.549072
	Iteration 9Q: 3 clusters Score -3796842 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -3798156.250000 Penalty: 3452.549072
	Iteration 10F: 3 clusters Score -3798156 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -3799767.000000 Penalty: 3452.549072
	Iteration 11F: 3 clusters Score -3799767 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -3801527.500000 Penalty: 3452.549072
	Iteration 12F: 3 clusters Score -3801528 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -3802983.750000 Penalty: 3452.549072
	Iteration 13Q: 3 clusters Score -3802984 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -3803994.500000 Penalty: 3452.549072
	Iteration 14Q: 3 clusters Score -3803994 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -3804719.750000 Penalty: 3452.549072
	Iteration 15Q: 3 clusters Score -3804720 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -3805273.750000 Penalty: 3452.549072
	Iteration 16Q: 3 clusters Score -3805274 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -3805784.750000 Penalty: 3452.549072
	Iteration 17Q: 3 clusters Score -3805785 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -3806257.000000 Penalty: 3452.549072
	Iteration 18Q: 3 clusters Score -3806257 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -3806697.750000 Penalty: 3452.549072
	Iteration 19Q: 3 clusters Score -3806698 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -3807083.750000 Penalty: 3452.549072
	Iteration 20F: 3 clusters Score -3807084 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3807437.750000 Penalty: 3452.549072
	Iteration 21Q: 3 clusters Score -3807438 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3807720.250000 Penalty: 3452.549072
	Iteration 22Q: 3 clusters Score -3807720 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3807954.250000 Penalty: 3452.549072
	Iteration 23Q: 3 clusters Score -3807954 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39559 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3808135.500000 Penalty: 3452.549072
	Iteration 24Q: 3 clusters Score -3808136 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3808250.750000 Penalty: 3452.549072
	Iteration 25Q: 3 clusters Score -3808251 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3808361.750000 Penalty: 3452.549072
	Iteration 26Q: 3 clusters Score -3808362 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3808427.750000 Penalty: 3452.549072
	Iteration 27Q: 3 clusters Score -3808428 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3808482.250000 Penalty: 3452.549072
	Iteration 28Q: 3 clusters Score -3808482 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3808532.750000 Penalty: 3452.549072
	Iteration 29Q: 3 clusters Score -3808533 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3808572.500000 Penalty: 3452.549072
	Iteration 30Q: 3 clusters Score -3808572 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3808601.500000 Penalty: 3452.549072
	Iteration 31Q: 3 clusters Score -3808602 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3808621.250000 Penalty: 3452.549072
	Iteration 32Q: 3 clusters Score -3808621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3808627.500000 Penalty: 3452.549072
	Iteration 33Q: 3 clusters Score -3808628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3808632.500000 Penalty: 3452.549072
	Iteration 34Q: 3 clusters Score -3808632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3808642.000000 Penalty: 3452.549072
	Iteration 35Q: 3 clusters Score -3808642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3808641.500000 Penalty: 3452.549072
	Iteration 36Q: 3 clusters Score -3808642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3808644.500000 Penalty: 3452.549072
	Iteration 37Q: 3 clusters Score -3808644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3808646.250000 Penalty: 3452.549072
	Iteration 38Q: 3 clusters Score -3808646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3808655.500000 Penalty: 3452.549072
	Iteration 39Q: 3 clusters Score -3808656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3808656.000000 Penalty: 3452.549072
	Iteration 40F: 3 clusters Score -3808656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3808657.500000 Penalty: 3452.549072
	Iteration 41Q: 3 clusters Score -3808658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3808659.000000 Penalty: 3452.549072
	Iteration 42Q: 3 clusters Score -3808659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3808662.000000 Penalty: 3452.549072
	Iteration 43Q: 3 clusters Score -3808662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3808666.750000 Penalty: 3452.549072
	Iteration 44Q: 3 clusters Score -3808667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3808663.250000 Penalty: 3452.549072
	Iteration 45Q: 3 clusters Score -3808663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3808667.500000 Penalty: 3452.549072
	Iteration 46Q: 3 clusters Score -3808668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3808669.000000 Penalty: 3452.549072
	Iteration 47Q: 3 clusters Score -3808669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3808672.500000 Penalty: 3452.549072
	Iteration 48Q: 3 clusters Score -3808672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3808672.250000 Penalty: 3452.549072
	Iteration 49Q: 3 clusters Score -3808672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3808676.000000 Penalty: 3452.549072
	Iteration 50Q: 3 clusters Score -3808676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3808679.250000 Penalty: 3452.549072
	Iteration 51Q: 3 clusters Score -3808679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3808673.250000 Penalty: 3452.549072
	Iteration 52Q: 3 clusters Score -3808673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3808681.750000 Penalty: 3452.549072
	Iteration 53Q: 3 clusters Score -3808682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3808681.000000 Penalty: 3452.549072
	Iteration 54Q: 3 clusters Score -3808681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3808681.000000 Penalty: 3452.549072
	Iteration 55F: 3 clusters Score -3808681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Entering Unmasked Estep 
Score: -231062.328125 Penalty: 1278.217773
	Iteration 0F: 2 clusters Score -231062.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -228604.218750 Penalty: 2556.435547
	Iteration 0F: 3 clusters Score -228604.2 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -229195.453125 Penalty: 2556.435547
	Iteration 1F: 3 clusters Score -229195.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -229345.093750 Penalty: 2556.435547
	Iteration 2F: 3 clusters Score -229345.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -229425.250000 Penalty: 2556.435547
	Iteration 3F: 3 clusters Score -229425.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -229469.578125 Penalty: 2556.435547
	Iteration 4Q: 3 clusters Score -229469.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -229498.593750 Penalty: 2556.435547
	Iteration 5Q: 3 clusters Score -229498.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -229526.937500 Penalty: 2556.435547
	Iteration 6Q: 3 clusters Score -229526.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -229545.609375 Penalty: 2556.435547
	Iteration 7Q: 3 clusters Score -229545.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -229562.671875 Penalty: 2556.435547
	Iteration 8Q: 3 clusters Score -229562.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -229598.984375 Penalty: 2556.435547
	Iteration 9Q: 3 clusters Score -229599 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -229636.984375 Penalty: 2556.435547
	Iteration 10Q: 3 clusters Score -229637 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -229685.656250 Penalty: 2556.435547
	Iteration 11Q: 3 clusters Score -229685.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -229736.484375 Penalty: 2556.435547
	Iteration 12Q: 3 clusters Score -229736.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -229782.421875 Penalty: 2556.435547
	Iteration 13Q: 3 clusters Score -229782.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -229834.656250 Penalty: 2556.435547
	Iteration 14Q: 3 clusters Score -229834.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -229888.125000 Penalty: 2556.435547
	Iteration 15Q: 3 clusters Score -229888.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -229926.562500 Penalty: 2556.435547
	Iteration 16Q: 3 clusters Score -229926.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -229962.546875 Penalty: 2556.435547
	Iteration 17Q: 3 clusters Score -229962.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -230004.859375 Penalty: 2556.435547
	Iteration 18Q: 3 clusters Score -230004.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -230048.015625 Penalty: 2556.435547
	Iteration 19Q: 3 clusters Score -230048 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -230093.250000 Penalty: 2556.435547
	Iteration 20F: 3 clusters Score -230093.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -230130.671875 Penalty: 2556.435547
	Iteration 21Q: 3 clusters Score -230130.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -230162.781250 Penalty: 2556.435547
	Iteration 22Q: 3 clusters Score -230162.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -230188.046875 Penalty: 2556.435547
	Iteration 23Q: 3 clusters Score -230188 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -230211.250000 Penalty: 2556.435547
	Iteration 24Q: 3 clusters Score -230211.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -230231.953125 Penalty: 2556.435547
	Iteration 25Q: 3 clusters Score -230232 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -230258.296875 Penalty: 2556.435547
	Iteration 26Q: 3 clusters Score -230258.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -230290.578125 Penalty: 2556.435547
	Iteration 27Q: 3 clusters Score -230290.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -230329.156250 Penalty: 2556.435547
	Iteration 28Q: 3 clusters Score -230329.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -230387.250000 Penalty: 2556.435547
	Iteration 29Q: 3 clusters Score -230387.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -230467.437500 Penalty: 2556.435547
	Iteration 30Q: 3 clusters Score -230467.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -230555.375000 Penalty: 2556.435547
	Iteration 31Q: 3 clusters Score -230555.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -230623.046875 Penalty: 2556.435547
	Iteration 32Q: 3 clusters Score -230623 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -230657.828125 Penalty: 2556.435547
	Iteration 33Q: 3 clusters Score -230657.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -230674.171875 Penalty: 2556.435547
	Iteration 34Q: 3 clusters Score -230674.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -230680.609375 Penalty: 2556.435547
	Iteration 35Q: 3 clusters Score -230680.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -230681.453125 Penalty: 2556.435547
	Iteration 36Q: 3 clusters Score -230681.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -230682.375000 Penalty: 2556.435547
	Iteration 37F: 3 clusters Score -230682.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -230683.312500 Penalty: 2556.435547
	Iteration 38Q: 3 clusters Score -230683.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -230683.312500 Penalty: 2556.435547
	Iteration 39F: 3 clusters Score -230683.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -47705.164062 Penalty: 1044.041260
	Iteration 0F: 2 clusters Score -47705.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -46559.167969 Penalty: 2088.082520
	Iteration 0F: 3 clusters Score -46559.17 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -46758.253906 Penalty: 2088.082520
	Iteration 1F: 3 clusters Score -46758.25 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -46825.996094 Penalty: 2088.082520
	Iteration 2F: 3 clusters Score -46826 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -46878.191406 Penalty: 2088.082520
	Iteration 3F: 3 clusters Score -46878.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -46920.007812 Penalty: 2088.082520
	Iteration 4Q: 3 clusters Score -46920.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46969.734375 Penalty: 2088.082520
	Iteration 5Q: 3 clusters Score -46969.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -47014.847656 Penalty: 2088.082520
	Iteration 6Q: 3 clusters Score -47014.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -47051.464844 Penalty: 2088.082520
	Iteration 7Q: 3 clusters Score -47051.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -47089.832031 Penalty: 2088.082520
	Iteration 8Q: 3 clusters Score -47089.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -47113.269531 Penalty: 2088.082520
	Iteration 9Q: 3 clusters Score -47113.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -47129.906250 Penalty: 2088.082520
	Iteration 10Q: 3 clusters Score -47129.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -47142.593750 Penalty: 2088.082520
	Iteration 11Q: 3 clusters Score -47142.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -47156.304688 Penalty: 2088.082520
	Iteration 12Q: 3 clusters Score -47156.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -47165.578125 Penalty: 2088.082520
	Iteration 13Q: 3 clusters Score -47165.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -47168.339844 Penalty: 2088.082520
	Iteration 14Q: 3 clusters Score -47168.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -47169.402344 Penalty: 2088.082520
	Iteration 15F: 3 clusters Score -47169.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -47180.281250 Penalty: 2088.082520
	Iteration 16Q: 3 clusters Score -47180.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -47183.976562 Penalty: 2088.082520
	Iteration 17Q: 3 clusters Score -47183.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -47188.714844 Penalty: 2088.082520
	Iteration 18Q: 3 clusters Score -47188.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -47196.148438 Penalty: 2088.082520
	Iteration 19Q: 3 clusters Score -47196.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -47201.421875 Penalty: 2088.082520
	Iteration 20F: 3 clusters Score -47201.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -47203.617188 Penalty: 2088.082520
	Iteration 21Q: 3 clusters Score -47203.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -47205.929688 Penalty: 2088.082520
	Iteration 22Q: 3 clusters Score -47205.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -47209.707031 Penalty: 2088.082520
	Iteration 23Q: 3 clusters Score -47209.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -47210.964844 Penalty: 2088.082520
	Iteration 24Q: 3 clusters Score -47210.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -47212.359375 Penalty: 2088.082520
	Iteration 25Q: 3 clusters Score -47212.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -47213.867188 Penalty: 2088.082520
	Iteration 26Q: 3 clusters Score -47213.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -47213.867188 Penalty: 2088.082520
	Iteration 27F: 3 clusters Score -47213.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (80722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80722 members 
Entering Unmasked Estep 
Score: -7462291.000000 Penalty: 1836.049438
	Iteration 0F: 2 clusters Score -7462291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -7408408.500000 Penalty: 3672.098877
	Iteration 0F: 3 clusters Score -7408408 nChanged 38418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -7430145.500000 Penalty: 3672.098877
	Iteration 1F: 3 clusters Score -7430146 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -7430770.500000 Penalty: 3672.098877
	Iteration 2Q: 3 clusters Score -7430770 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40729 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -7431253.500000 Penalty: 3672.098877
	Iteration 3Q: 3 clusters Score -7431254 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -7431742.000000 Penalty: 3672.098877
	Iteration 4Q: 3 clusters Score -7431742 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -7432354.500000 Penalty: 3672.098877
	Iteration 5Q: 3 clusters Score -7432354 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -7433018.000000 Penalty: 3672.098877
	Iteration 6Q: 3 clusters Score -7433018 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -7433940.000000 Penalty: 3672.098877
	Iteration 7Q: 3 clusters Score -7433940 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -7435179.000000 Penalty: 3672.098877
	Iteration 8Q: 3 clusters Score -7435179 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -7436992.000000 Penalty: 3672.098877
	Iteration 9Q: 3 clusters Score -7436992 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -7439769.500000 Penalty: 3672.098877
	Iteration 10F: 3 clusters Score -7439770 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -7443118.000000 Penalty: 3672.098877
	Iteration 11F: 3 clusters Score -7443118 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -7445613.000000 Penalty: 3672.098877
	Iteration 12F: 3 clusters Score -7445613 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -7446529.000000 Penalty: 3672.098877
	Iteration 13Q: 3 clusters Score -7446529 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -7446796.000000 Penalty: 3672.098877
	Iteration 14Q: 3 clusters Score -7446796 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -7446889.500000 Penalty: 3672.098877
	Iteration 15Q: 3 clusters Score -7446890 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -7447007.500000 Penalty: 3672.098877
	Iteration 16Q: 3 clusters Score -7447008 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -7447088.000000 Penalty: 3672.098877
	Iteration 17Q: 3 clusters Score -7447088 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7447133 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40440 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7447222 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7447310 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7447360 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -7447419.500000 Penalty: 3672.098877
	Iteration 22Q: 3 clusters Score -7447420 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -7447478.500000 Penalty: 3672.098877
	Iteration 23Q: 3 clusters Score -7447478 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -7447533.500000 Penalty: 3672.098877
	Iteration 24Q: 3 clusters Score -7447534 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -7447590.500000 Penalty: 3672.098877
	Iteration 25Q: 3 clusters Score -7447590 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7447667 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -7447773.500000 Penalty: 3672.098877
	Iteration 27Q: 3 clusters Score -7447774 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -7447883.000000 Penalty: 3672.098877
	Iteration 28Q: 3 clusters Score -7447883 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 42285 members 
Entering Unmasked Estep 
Score: -7447943.000000 Penalty: 3672.098877
	Iteration 29Q: 3 clusters Score -7447943 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -7448057.500000 Penalty: 3672.098877
	Iteration 30Q: 3 clusters Score -7448058 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7448162 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7448320 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7448431 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7448550 nChanged 737
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -7448671.500000 Penalty: 3672.098877
	Iteration 35Q: 3 clusters Score -7448672 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7448827 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7448958 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7449170 nChanged 802
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 47547 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7449298 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 48271 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7449508 nChanged 836
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 49047 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7449686 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 49892 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7449898 nChanged 983
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 50837 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7450102 nChanged 968
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 51779 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7450331 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 52810 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7450620 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 53889 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7450894 nChanged 1148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 55009 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7451243 nChanged 1116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 56117 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7451532 nChanged 1157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 57264 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7451842 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 58397 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7452167 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 59535 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7452498 nChanged 1169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 60700 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7452808 nChanged 1077
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 61777 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7453172 nChanged 1071
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 62840 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7453529 nChanged 1046
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 63884 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7453815 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 64914 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7454085 nChanged 974
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 65888 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7454360 nChanged 955
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 66843 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7454592 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 67738 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7454854 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 68630 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7455129 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 69527 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7455464 nChanged 893
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Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 70420 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7455786 nChanged 945
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 71365 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7456138 nChanged 1001
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 72366 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7456536 nChanged 1010
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 73376 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7456970 nChanged 1054
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6292 members 
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	Iteration 66Q: 3 clusters Score -7457487 nChanged 1067
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5225 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7458102 nChanged 989
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 76484 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7458655 nChanged 892
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Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 77376 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7459168 nChanged 775
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 78149 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7459623 nChanged 606
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Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 78749 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7459963 nChanged 431
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 79178 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7460202 nChanged 313
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Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 79487 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7460368 nChanged 211
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Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 79684 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7460478 nChanged 157
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Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 79829 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7460549 nChanged 105
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Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 79930 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7460603 nChanged 68
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Mstep: Class 1 contains 734 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7460644 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 80036 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7460668 nChanged 52
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Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 80078 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7460692 nChanged 32
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Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 80108 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7460721 nChanged 29
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Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 80133 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7460725 nChanged 29
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Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 80158 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7460742 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 80185 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7460766 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 80205 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7460770 nChanged 12
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Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 80217 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7460783 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 80225 members 
Entering Unmasked Estep 
Score: -7460792.500000 Penalty: 3672.098877
	Iteration 86Q: 3 clusters Score -7460792 nChanged 12
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Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 80237 members 
Entering Unmasked Estep 
Score: -7460803.000000 Penalty: 3672.098877
	Iteration 87Q: 3 clusters Score -7460803 nChanged 14
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Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 80249 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7460809 nChanged 7
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Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 80256 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7460806 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 80264 members 
Entering Unmasked Estep 
Score: -7460818.000000 Penalty: 3672.098877
	Iteration 90Q: 3 clusters Score -7460818 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 80269 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7460825 nChanged 6
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Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 80273 members 
Entering Unmasked Estep 
Score: -7460831.500000 Penalty: 3672.098877
	Iteration 92Q: 3 clusters Score -7460832 nChanged 6
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Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 80279 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7460832 nChanged 3
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Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 80278 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7460831 nChanged 3
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Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 80281 members 
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	Iteration 95Q: 3 clusters Score -7460831 nChanged 3
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Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 80284 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7460832 nChanged 3
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Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 80287 members 
Entering Unmasked Estep 
Score: -7460833.000000 Penalty: 3672.098877
	Iteration 97Q: 3 clusters Score -7460833 nChanged 2
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Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 80289 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7460828 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 431 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7460826 nChanged 1
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Mstep: Class 1 contains 430 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7460830 nChanged 1
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Mstep: Class 1 contains 429 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7460830 nChanged 1
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Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 80294 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7460830 nChanged 2
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Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 80296 members 
Entering Unmasked Estep 
Score: -7460839.500000 Penalty: 3672.098877
	Iteration 103Q: 3 clusters Score -7460840 nChanged 1
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Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 80297 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7460839 nChanged 1
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7460838 nChanged 1
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Mstep: Class 2 contains 80299 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7460838 nChanged 2
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Mstep: Class 2 contains 80301 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7460836 nChanged 2
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Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 80303 members 
Entering Unmasked Estep 
Score: -7460841.500000 Penalty: 3672.098877
	Iteration 108Q: 3 clusters Score -7460842 nChanged 3
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Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 80304 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7460850 nChanged 1
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Entering Unmasked Estep 
Score: -7460846.000000 Penalty: 3672.098877
	Iteration 110Q: 3 clusters Score -7460846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 80303 members 
Entering Unmasked Estep 
Score: -7460846.000000 Penalty: 3672.098877
	Iteration 111F: 3 clusters Score -7460846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27226 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 115306 members 
Mstep: Class 7 contains 124379 members 
Mstep: Class 8 contains 27403 members 
Mstep: Class 9 contains 63847 members 
Mstep: Class 10 contains 15244 members 
Mstep: Class 11 contains 3488 members 
Mstep: Class 12 contains 59750 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40016 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 6134 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13624 members 
Mstep: Class 22 contains 6868 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10496 members 
Mstep: Class 26 contains 19290 members 
Mstep: Class 27 contains 73384 members 
Mstep: Class 28 contains 1176 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 7891 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7187 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8970 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12892 members 
Mstep: Class 41 contains 6830 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41078 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475328.000000 Penalty: 111905.187500
Iteration 399Q: 51 clusters Score -8.447533e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27227 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 115304 members 
Mstep: Class 7 contains 124380 members 
Mstep: Class 8 contains 27401 members 
Mstep: Class 9 contains 63847 members 
Mstep: Class 10 contains 15244 members 
Mstep: Class 11 contains 3488 members 
Mstep: Class 12 contains 59750 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40016 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13624 members 
Mstep: Class 22 contains 6868 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10496 members 
Mstep: Class 26 contains 19290 members 
Mstep: Class 27 contains 73384 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 7892 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7187 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8970 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12892 members 
Mstep: Class 41 contains 6829 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41079 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475376.000000 Penalty: 111905.187500
Iteration 400F: 51 clusters Score -8.447538e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27228 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 115302 members 
Mstep: Class 7 contains 124380 members 
Mstep: Class 8 contains 27401 members 
Mstep: Class 9 contains 63847 members 
Mstep: Class 10 contains 15244 members 
Mstep: Class 11 contains 3488 members 
Mstep: Class 12 contains 59750 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40016 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13624 members 
Mstep: Class 22 contains 6868 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10496 members 
Mstep: Class 26 contains 19290 members 
Mstep: Class 27 contains 73384 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 7894 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7187 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8970 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12891 members 
Mstep: Class 41 contains 6829 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41079 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475368.000000 Penalty: 111905.187500
Iteration 401Q: 51 clusters Score -8.447537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27230 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 115302 members 
Mstep: Class 7 contains 124380 members 
Mstep: Class 8 contains 27401 members 
Mstep: Class 9 contains 63847 members 
Mstep: Class 10 contains 15244 members 
Mstep: Class 11 contains 3488 members 
Mstep: Class 12 contains 59750 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40016 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13624 members 
Mstep: Class 22 contains 6868 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10496 members 
Mstep: Class 26 contains 19290 members 
Mstep: Class 27 contains 73384 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 7894 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7187 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8970 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12891 members 
Mstep: Class 41 contains 6829 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41079 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475376.000000 Penalty: 111905.187500
Iteration 402Q: 51 clusters Score -8.447538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27233 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 115302 members 
Mstep: Class 7 contains 124379 members 
Mstep: Class 8 contains 27401 members 
Mstep: Class 9 contains 63847 members 
Mstep: Class 10 contains 15244 members 
Mstep: Class 11 contains 3488 members 
Mstep: Class 12 contains 59750 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40016 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13624 members 
Mstep: Class 22 contains 6868 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10496 members 
Mstep: Class 26 contains 19290 members 
Mstep: Class 27 contains 73386 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 7894 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7187 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8970 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12891 members 
Mstep: Class 41 contains 6829 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41079 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475376.000000 Penalty: 111905.187500
Iteration 403Q: 51 clusters Score -8.447538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27231 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 115304 members 
Mstep: Class 7 contains 124379 members 
Mstep: Class 8 contains 27401 members 
Mstep: Class 9 contains 63847 members 
Mstep: Class 10 contains 15244 members 
Mstep: Class 11 contains 3488 members 
Mstep: Class 12 contains 59750 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40016 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13624 members 
Mstep: Class 22 contains 6868 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10496 members 
Mstep: Class 26 contains 19290 members 
Mstep: Class 27 contains 73388 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 7894 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7187 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8970 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12891 members 
Mstep: Class 41 contains 6829 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41079 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475352.000000 Penalty: 111905.187500
Iteration 404Q: 51 clusters Score -8.447535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27231 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 115304 members 
Mstep: Class 7 contains 124379 members 
Mstep: Class 8 contains 27401 members 
Mstep: Class 9 contains 63848 members 
Mstep: Class 10 contains 15244 members 
Mstep: Class 11 contains 3488 members 
Mstep: Class 12 contains 59750 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40016 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13624 members 
Mstep: Class 22 contains 6868 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10496 members 
Mstep: Class 26 contains 19290 members 
Mstep: Class 27 contains 73389 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 7894 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7187 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8970 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12891 members 
Mstep: Class 41 contains 6829 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41079 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475360.000000 Penalty: 111905.187500
Iteration 405Q: 51 clusters Score -8.447536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27231 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 115304 members 
Mstep: Class 7 contains 124379 members 
Mstep: Class 8 contains 27401 members 
Mstep: Class 9 contains 63849 members 
Mstep: Class 10 contains 15244 members 
Mstep: Class 11 contains 3488 members 
Mstep: Class 12 contains 59750 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40016 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13624 members 
Mstep: Class 22 contains 6868 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10496 members 
Mstep: Class 26 contains 19290 members 
Mstep: Class 27 contains 73389 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 7894 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7187 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8970 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12891 members 
Mstep: Class 41 contains 6829 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41079 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475360.000000 Penalty: 111905.187500
Iteration 406Q: 51 clusters Score -8.447536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27231 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 115304 members 
Mstep: Class 7 contains 124379 members 
Mstep: Class 8 contains 27401 members 
Mstep: Class 9 contains 63850 members 
Mstep: Class 10 contains 15244 members 
Mstep: Class 11 contains 3488 members 
Mstep: Class 12 contains 59750 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40016 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13624 members 
Mstep: Class 22 contains 6868 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10496 members 
Mstep: Class 26 contains 19290 members 
Mstep: Class 27 contains 73389 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 7894 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7187 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8970 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12891 members 
Mstep: Class 41 contains 6829 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41079 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475352.000000 Penalty: 111905.187500
Iteration 407Q: 51 clusters Score -8.447535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27231 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 115304 members 
Mstep: Class 7 contains 124379 members 
Mstep: Class 8 contains 27401 members 
Mstep: Class 9 contains 63850 members 
Mstep: Class 10 contains 15244 members 
Mstep: Class 11 contains 3488 members 
Mstep: Class 12 contains 59750 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40016 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13624 members 
Mstep: Class 22 contains 6868 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10496 members 
Mstep: Class 26 contains 19290 members 
Mstep: Class 27 contains 73389 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 7894 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7187 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8970 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12891 members 
Mstep: Class 41 contains 6830 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41079 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475352.000000 Penalty: 111905.187500
Iteration 408Q: 51 clusters Score -8.447535e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27231 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 115304 members 
Mstep: Class 7 contains 124379 members 
Mstep: Class 8 contains 27401 members 
Mstep: Class 9 contains 63850 members 
Mstep: Class 10 contains 15244 members 
Mstep: Class 11 contains 3488 members 
Mstep: Class 12 contains 59750 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40016 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13624 members 
Mstep: Class 22 contains 6868 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10496 members 
Mstep: Class 26 contains 19290 members 
Mstep: Class 27 contains 73389 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 7894 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7187 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8970 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12891 members 
Mstep: Class 41 contains 6830 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41079 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475352.000000 Penalty: 111905.187500
Iteration 409F: 51 clusters Score -8.447535e+07 nChanged 0
Entering ConstructFrom: 
Score: -84475352.000000 Penalty: 111905.187500
Entering ConstructFrom: 
Trying to split cluster 1 (1112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Entering Unmasked Estep 
Score: -103881.671875 Penalty: 1139.761230
	Iteration 0F: 2 clusters Score -103881.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -102318.179688 Penalty: 2279.522461
	Iteration 0F: 3 clusters Score -102318.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -102596.953125 Penalty: 2279.522461
	Iteration 1F: 3 clusters Score -102597 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -102675.125000 Penalty: 2279.522461
	Iteration 2F: 3 clusters Score -102675.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -102711.789062 Penalty: 2279.522461
	Iteration 3Q: 3 clusters Score -102711.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -102736.921875 Penalty: 2279.522461
	Iteration 4Q: 3 clusters Score -102736.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -102751.960938 Penalty: 2279.522461
	Iteration 5Q: 3 clusters Score -102752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -102762.789062 Penalty: 2279.522461
	Iteration 6Q: 3 clusters Score -102762.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -102766.843750 Penalty: 2279.522461
	Iteration 7Q: 3 clusters Score -102766.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -102771.015625 Penalty: 2279.522461
	Iteration 8Q: 3 clusters Score -102771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -102773.546875 Penalty: 2279.522461
	Iteration 9Q: 3 clusters Score -102773.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -102775.585938 Penalty: 2279.522461
	Iteration 10Q: 3 clusters Score -102775.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -102780.632812 Penalty: 2279.522461
	Iteration 11Q: 3 clusters Score -102780.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -102782.765625 Penalty: 2279.522461
	Iteration 12Q: 3 clusters Score -102782.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -102782.765625 Penalty: 2279.522461
	Iteration 13F: 3 clusters Score -102782.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (52486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52486 members 
Entering Unmasked Estep 
Score: -4696500.500000 Penalty: 1766.098999
	Iteration 0F: 2 clusters Score -4696500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -4661412.000000 Penalty: 3532.197998
	Iteration 0F: 3 clusters Score -4661412 nChanged 24648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -4675866.000000 Penalty: 3532.197998
	Iteration 1F: 3 clusters Score -4675866 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -4676913.000000 Penalty: 3532.197998
	Iteration 2Q: 3 clusters Score -4676913 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -4678250.000000 Penalty: 3532.197998
	Iteration 3F: 3 clusters Score -4678250 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -4679831.500000 Penalty: 3532.197998
	Iteration 4F: 3 clusters Score -4679832 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -4681779.500000 Penalty: 3532.197998
	Iteration 5F: 3 clusters Score -4681780 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -4683978.500000 Penalty: 3532.197998
	Iteration 6F: 3 clusters Score -4683978 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -4685889.500000 Penalty: 3532.197998
	Iteration 7F: 3 clusters Score -4685890 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -4687240.000000 Penalty: 3532.197998
	Iteration 8Q: 3 clusters Score -4687240 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -4687947.000000 Penalty: 3532.197998
	Iteration 9Q: 3 clusters Score -4687947 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -4688474.000000 Penalty: 3532.197998
	Iteration 10Q: 3 clusters Score -4688474 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -4688954.000000 Penalty: 3532.197998
	Iteration 11Q: 3 clusters Score -4688954 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -4689634.500000 Penalty: 3532.197998
	Iteration 12Q: 3 clusters Score -4689634 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -4690281.000000 Penalty: 3532.197998
	Iteration 13Q: 3 clusters Score -4690281 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -4690723.500000 Penalty: 3532.197998
	Iteration 14Q: 3 clusters Score -4690724 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -4691027.000000 Penalty: 3532.197998
	Iteration 15Q: 3 clusters Score -4691027 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -4691254.000000 Penalty: 3532.197998
	Iteration 16Q: 3 clusters Score -4691254 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -4691434.000000 Penalty: 3532.197998
	Iteration 17Q: 3 clusters Score -4691434 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -4691620.500000 Penalty: 3532.197998
	Iteration 18Q: 3 clusters Score -4691620 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -4691821.000000 Penalty: 3532.197998
	Iteration 19Q: 3 clusters Score -4691821 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -4692017.500000 Penalty: 3532.197998
	Iteration 20F: 3 clusters Score -4692018 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -4692242.500000 Penalty: 3532.197998
	Iteration 21Q: 3 clusters Score -4692242 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -4692500.000000 Penalty: 3532.197998
	Iteration 22Q: 3 clusters Score -4692500 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -4692792.000000 Penalty: 3532.197998
	Iteration 23Q: 3 clusters Score -4692792 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -4693049.000000 Penalty: 3532.197998
	Iteration 24Q: 3 clusters Score -4693049 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -4693312.500000 Penalty: 3532.197998
	Iteration 25Q: 3 clusters Score -4693312 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -4693545.000000 Penalty: 3532.197998
	Iteration 26Q: 3 clusters Score -4693545 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -4693772.000000 Penalty: 3532.197998
	Iteration 27Q: 3 clusters Score -4693772 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -4693953.000000 Penalty: 3532.197998
	Iteration 28Q: 3 clusters Score -4693953 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -4694113.500000 Penalty: 3532.197998
	Iteration 29Q: 3 clusters Score -4694114 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 42983 members 
Entering Unmasked Estep 
Score: -4694243.000000 Penalty: 3532.197998
	Iteration 30Q: 3 clusters Score -4694243 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 43384 members 
Entering Unmasked Estep 
Score: -4694341.500000 Penalty: 3532.197998
	Iteration 31Q: 3 clusters Score -4694342 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -4694448.500000 Penalty: 3532.197998
	Iteration 32Q: 3 clusters Score -4694448 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -4694538.500000 Penalty: 3532.197998
	Iteration 33Q: 3 clusters Score -4694538 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -4694592.500000 Penalty: 3532.197998
	Iteration 34Q: 3 clusters Score -4694592 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 44761 members 
Entering Unmasked Estep 
Score: -4694638.000000 Penalty: 3532.197998
	Iteration 35Q: 3 clusters Score -4694638 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 45034 members 
Entering Unmasked Estep 
Score: -4694697.000000 Penalty: 3532.197998
	Iteration 36Q: 3 clusters Score -4694697 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -4694745.000000 Penalty: 3532.197998
	Iteration 37Q: 3 clusters Score -4694745 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
Score: -4694785.000000 Penalty: 3532.197998
	Iteration 38Q: 3 clusters Score -4694785 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -4694828.000000 Penalty: 3532.197998
	Iteration 39Q: 3 clusters Score -4694828 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -4694856.000000 Penalty: 3532.197998
	Iteration 40F: 3 clusters Score -4694856 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -4694881.000000 Penalty: 3532.197998
	Iteration 41Q: 3 clusters Score -4694881 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
Score: -4694915.000000 Penalty: 3532.197998
	Iteration 42Q: 3 clusters Score -4694915 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 46386 members 
Entering Unmasked Estep 
Score: -4694921.000000 Penalty: 3532.197998
	Iteration 43Q: 3 clusters Score -4694921 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
Score: -4694944.500000 Penalty: 3532.197998
	Iteration 44Q: 3 clusters Score -4694944 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 46719 members 
Entering Unmasked Estep 
Score: -4694984.000000 Penalty: 3532.197998
	Iteration 45Q: 3 clusters Score -4694984 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 46878 members 
Entering Unmasked Estep 
Score: -4695019.500000 Penalty: 3532.197998
	Iteration 46Q: 3 clusters Score -4695020 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 47050 members 
Entering Unmasked Estep 
Score: -4695051.000000 Penalty: 3532.197998
	Iteration 47Q: 3 clusters Score -4695051 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 47214 members 
Entering Unmasked Estep 
Score: -4695089.000000 Penalty: 3532.197998
	Iteration 48Q: 3 clusters Score -4695089 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -4695126.000000 Penalty: 3532.197998
	Iteration 49Q: 3 clusters Score -4695126 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
Score: -4695134.000000 Penalty: 3532.197998
	Iteration 50Q: 3 clusters Score -4695134 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 47651 members 
Entering Unmasked Estep 
Score: -4695160.000000 Penalty: 3532.197998
	Iteration 51Q: 3 clusters Score -4695160 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
Score: -4695181.500000 Penalty: 3532.197998
	Iteration 52Q: 3 clusters Score -4695182 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 47918 members 
Entering Unmasked Estep 
Score: -4695209.000000 Penalty: 3532.197998
	Iteration 53Q: 3 clusters Score -4695209 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 48068 members 
Entering Unmasked Estep 
Score: -4695241.000000 Penalty: 3532.197998
	Iteration 54Q: 3 clusters Score -4695241 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 48201 members 
Entering Unmasked Estep 
Score: -4695280.500000 Penalty: 3532.197998
	Iteration 55Q: 3 clusters Score -4695280 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 48330 members 
Entering Unmasked Estep 
Score: -4695288.500000 Penalty: 3532.197998
	Iteration 56Q: 3 clusters Score -4695288 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 48438 members 
Entering Unmasked Estep 
Score: -4695308.500000 Penalty: 3532.197998
	Iteration 57Q: 3 clusters Score -4695308 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -4695321.500000 Penalty: 3532.197998
	Iteration 58Q: 3 clusters Score -4695322 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 48609 members 
Entering Unmasked Estep 
Score: -4695339.500000 Penalty: 3532.197998
	Iteration 59Q: 3 clusters Score -4695340 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 48670 members 
Entering Unmasked Estep 
Score: -4695341.000000 Penalty: 3532.197998
	Iteration 60F: 3 clusters Score -4695341 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 48740 members 
Entering Unmasked Estep 
Score: -4695335.000000 Penalty: 3532.197998
	Iteration 61Q: 3 clusters Score -4695335 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 48809 members 
Entering Unmasked Estep 
Score: -4695363.000000 Penalty: 3532.197998
	Iteration 62Q: 3 clusters Score -4695363 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 48884 members 
Entering Unmasked Estep 
Score: -4695362.500000 Penalty: 3532.197998
	Iteration 63Q: 3 clusters Score -4695362 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 48960 members 
Entering Unmasked Estep 
Score: -4695403.500000 Penalty: 3532.197998
	Iteration 64Q: 3 clusters Score -4695404 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 49037 members 
Entering Unmasked Estep 
Score: -4695435.000000 Penalty: 3532.197998
	Iteration 65Q: 3 clusters Score -4695435 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -4695457.500000 Penalty: 3532.197998
	Iteration 66Q: 3 clusters Score -4695458 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 49261 members 
Entering Unmasked Estep 
Score: -4695526.000000 Penalty: 3532.197998
	Iteration 67Q: 3 clusters Score -4695526 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 49409 members 
Entering Unmasked Estep 
Score: -4695637.500000 Penalty: 3532.197998
	Iteration 68Q: 3 clusters Score -4695638 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 49564 members 
Entering Unmasked Estep 
Score: -4695772.500000 Penalty: 3532.197998
	Iteration 69Q: 3 clusters Score -4695772 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 49727 members 
Entering Unmasked Estep 
Score: -4695935.000000 Penalty: 3532.197998
	Iteration 70Q: 3 clusters Score -4695935 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 49866 members 
Entering Unmasked Estep 
Score: -4696068.000000 Penalty: 3532.197998
	Iteration 71Q: 3 clusters Score -4696068 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 49958 members 
Entering Unmasked Estep 
Score: -4696156.000000 Penalty: 3532.197998
	Iteration 72Q: 3 clusters Score -4696156 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 50018 members 
Entering Unmasked Estep 
Score: -4696201.000000 Penalty: 3532.197998
	Iteration 73Q: 3 clusters Score -4696201 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 50070 members 
Entering Unmasked Estep 
Score: -4696241.500000 Penalty: 3532.197998
	Iteration 74Q: 3 clusters Score -4696242 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 50103 members 
Entering Unmasked Estep 
Score: -4696242.500000 Penalty: 3532.197998
	Iteration 75Q: 3 clusters Score -4696242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 50119 members 
Entering Unmasked Estep 
Score: -4696250.500000 Penalty: 3532.197998
	Iteration 76Q: 3 clusters Score -4696250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 50129 members 
Entering Unmasked Estep 
Score: -4696254.500000 Penalty: 3532.197998
	Iteration 77Q: 3 clusters Score -4696254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 50139 members 
Entering Unmasked Estep 
Score: -4696255.000000 Penalty: 3532.197998
	Iteration 78Q: 3 clusters Score -4696255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
Score: -4696255.000000 Penalty: 3532.197998
	Iteration 79Q: 3 clusters Score -4696255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 50155 members 
Entering Unmasked Estep 
Score: -4696263.000000 Penalty: 3532.197998
	Iteration 80F: 3 clusters Score -4696263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 50154 members 
Entering Unmasked Estep 
Score: -4696259.500000 Penalty: 3532.197998
	Iteration 81Q: 3 clusters Score -4696260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 50156 members 
Entering Unmasked Estep 
Score: -4696254.500000 Penalty: 3532.197998
	Iteration 82Q: 3 clusters Score -4696254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 50156 members 
Entering Unmasked Estep 
Score: -4696254.500000 Penalty: 3532.197998
	Iteration 83F: 3 clusters Score -4696254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Entering Unmasked Estep 
Score: -2522160.000000 Penalty: 1659.468140
	Iteration 0F: 2 clusters Score -2522160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -2503889.500000 Penalty: 3318.936279
	Iteration 0F: 3 clusters Score -2503890 nChanged 12511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -2510802.750000 Penalty: 3318.936279
	Iteration 1F: 3 clusters Score -2510803 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -2511137.500000 Penalty: 3318.936279
	Iteration 2Q: 3 clusters Score -2511138 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -2511447.750000 Penalty: 3318.936279
	Iteration 3Q: 3 clusters Score -2511448 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2511772.750000 Penalty: 3318.936279
	Iteration 4Q: 3 clusters Score -2511773 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2512127.500000 Penalty: 3318.936279
	Iteration 5Q: 3 clusters Score -2512128 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2512579.500000 Penalty: 3318.936279
	Iteration 6Q: 3 clusters Score -2512580 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2513166.500000 Penalty: 3318.936279
	Iteration 7Q: 3 clusters Score -2513166 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2513985.500000 Penalty: 3318.936279
	Iteration 8F: 3 clusters Score -2513986 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2515103.250000 Penalty: 3318.936279
	Iteration 9F: 3 clusters Score -2515103 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2516452.250000 Penalty: 3318.936279
	Iteration 10F: 3 clusters Score -2516452 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2517764.250000 Penalty: 3318.936279
	Iteration 11F: 3 clusters Score -2517764 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2518929.000000 Penalty: 3318.936279
	Iteration 12Q: 3 clusters Score -2518929 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2519737.500000 Penalty: 3318.936279
	Iteration 13Q: 3 clusters Score -2519738 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2520198.000000 Penalty: 3318.936279
	Iteration 14Q: 3 clusters Score -2520198 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2520419.250000 Penalty: 3318.936279
	Iteration 15Q: 3 clusters Score -2520419 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2520528.500000 Penalty: 3318.936279
	Iteration 16Q: 3 clusters Score -2520528 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2520587.250000 Penalty: 3318.936279
	Iteration 17Q: 3 clusters Score -2520587 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2520606.750000 Penalty: 3318.936279
	Iteration 18Q: 3 clusters Score -2520607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2520625.250000 Penalty: 3318.936279
	Iteration 19Q: 3 clusters Score -2520625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2520636.250000 Penalty: 3318.936279
	Iteration 20F: 3 clusters Score -2520636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2520644.250000 Penalty: 3318.936279
	Iteration 21Q: 3 clusters Score -2520644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2520654.250000 Penalty: 3318.936279
	Iteration 22Q: 3 clusters Score -2520654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2520657.000000 Penalty: 3318.936279
	Iteration 23Q: 3 clusters Score -2520657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2520661.750000 Penalty: 3318.936279
	Iteration 24Q: 3 clusters Score -2520662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2520667.000000 Penalty: 3318.936279
	Iteration 25Q: 3 clusters Score -2520667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2520677.000000 Penalty: 3318.936279
	Iteration 26Q: 3 clusters Score -2520677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2520678.000000 Penalty: 3318.936279
	Iteration 27Q: 3 clusters Score -2520678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2520682.000000 Penalty: 3318.936279
	Iteration 28Q: 3 clusters Score -2520682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2520685.000000 Penalty: 3318.936279
	Iteration 29Q: 3 clusters Score -2520685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2520687.000000 Penalty: 3318.936279
	Iteration 30Q: 3 clusters Score -2520687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2520691.000000 Penalty: 3318.936279
	Iteration 31Q: 3 clusters Score -2520691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2520693.750000 Penalty: 3318.936279
	Iteration 32Q: 3 clusters Score -2520694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2520694.500000 Penalty: 3318.936279
	Iteration 33Q: 3 clusters Score -2520694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2520693.250000 Penalty: 3318.936279
	Iteration 34Q: 3 clusters Score -2520693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2520694.750000 Penalty: 3318.936279
	Iteration 35Q: 3 clusters Score -2520695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2520698.000000 Penalty: 3318.936279
	Iteration 36Q: 3 clusters Score -2520698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2520701.250000 Penalty: 3318.936279
	Iteration 37Q: 3 clusters Score -2520701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2520701.500000 Penalty: 3318.936279
	Iteration 38Q: 3 clusters Score -2520702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2520703.250000 Penalty: 3318.936279
	Iteration 39Q: 3 clusters Score -2520703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2520703.250000 Penalty: 3318.936279
	Iteration 40F: 3 clusters Score -2520703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Entering Unmasked Estep 
Score: -895118.000000 Penalty: 1511.442627
	Iteration 0F: 2 clusters Score -895118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -887374.812500 Penalty: 3022.885254
	Iteration 0F: 3 clusters Score -887374.8 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -890163.812500 Penalty: 3022.885254
	Iteration 1F: 3 clusters Score -890163.8 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -890743.937500 Penalty: 3022.885254
	Iteration 2F: 3 clusters Score -890743.9 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -891396.312500 Penalty: 3022.885254
	Iteration 3F: 3 clusters Score -891396.3 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -891985.687500 Penalty: 3022.885254
	Iteration 4F: 3 clusters Score -891985.7 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -892543.625000 Penalty: 3022.885254
	Iteration 5F: 3 clusters Score -892543.6 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -892992.937500 Penalty: 3022.885254
	Iteration 6F: 3 clusters Score -892992.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -893305.375000 Penalty: 3022.885254
	Iteration 7Q: 3 clusters Score -893305.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -893490.312500 Penalty: 3022.885254
	Iteration 8Q: 3 clusters Score -893490.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -893619.312500 Penalty: 3022.885254
	Iteration 9Q: 3 clusters Score -893619.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -893712.500000 Penalty: 3022.885254
	Iteration 10Q: 3 clusters Score -893712.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -893768.250000 Penalty: 3022.885254
	Iteration 11Q: 3 clusters Score -893768.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -893811.375000 Penalty: 3022.885254
	Iteration 12Q: 3 clusters Score -893811.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -893861.375000 Penalty: 3022.885254
	Iteration 13Q: 3 clusters Score -893861.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -893928.312500 Penalty: 3022.885254
	Iteration 14Q: 3 clusters Score -893928.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -894007.625000 Penalty: 3022.885254
	Iteration 15Q: 3 clusters Score -894007.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -894086.625000 Penalty: 3022.885254
	Iteration 16Q: 3 clusters Score -894086.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -894137.000000 Penalty: 3022.885254
	Iteration 17Q: 3 clusters Score -894137 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -894170.937500 Penalty: 3022.885254
	Iteration 18Q: 3 clusters Score -894170.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -894189.375000 Penalty: 3022.885254
	Iteration 19Q: 3 clusters Score -894189.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -894203.562500 Penalty: 3022.885254
	Iteration 20F: 3 clusters Score -894203.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -894214.812500 Penalty: 3022.885254
	Iteration 21Q: 3 clusters Score -894214.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -894228.125000 Penalty: 3022.885254
	Iteration 22Q: 3 clusters Score -894228.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -894236.812500 Penalty: 3022.885254
	Iteration 23Q: 3 clusters Score -894236.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -894245.875000 Penalty: 3022.885254
	Iteration 24Q: 3 clusters Score -894245.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -894251.375000 Penalty: 3022.885254
	Iteration 25Q: 3 clusters Score -894251.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -894256.937500 Penalty: 3022.885254
	Iteration 26Q: 3 clusters Score -894256.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -894261.000000 Penalty: 3022.885254
	Iteration 27Q: 3 clusters Score -894261 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -894266.000000 Penalty: 3022.885254
	Iteration 28Q: 3 clusters Score -894266 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -894270.062500 Penalty: 3022.885254
	Iteration 29Q: 3 clusters Score -894270.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -894279.875000 Penalty: 3022.885254
	Iteration 30Q: 3 clusters Score -894279.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -894292.125000 Penalty: 3022.885254
	Iteration 31Q: 3 clusters Score -894292.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -894298.750000 Penalty: 3022.885254
	Iteration 32Q: 3 clusters Score -894298.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -894302.812500 Penalty: 3022.885254
	Iteration 33Q: 3 clusters Score -894302.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -894309.500000 Penalty: 3022.885254
	Iteration 34Q: 3 clusters Score -894309.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -894315.687500 Penalty: 3022.885254
	Iteration 35Q: 3 clusters Score -894315.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -894321.062500 Penalty: 3022.885254
	Iteration 36Q: 3 clusters Score -894321.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -894328.500000 Penalty: 3022.885254
	Iteration 37Q: 3 clusters Score -894328.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -894337.625000 Penalty: 3022.885254
	Iteration 38Q: 3 clusters Score -894337.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -894344.625000 Penalty: 3022.885254
	Iteration 39Q: 3 clusters Score -894344.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -894349.062500 Penalty: 3022.885254
	Iteration 40F: 3 clusters Score -894349.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -894358.500000 Penalty: 3022.885254
	Iteration 41Q: 3 clusters Score -894358.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -894367.187500 Penalty: 3022.885254
	Iteration 42Q: 3 clusters Score -894367.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -894374.750000 Penalty: 3022.885254
	Iteration 43Q: 3 clusters Score -894374.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -894382.187500 Penalty: 3022.885254
	Iteration 44Q: 3 clusters Score -894382.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -894387.562500 Penalty: 3022.885254
	Iteration 45Q: 3 clusters Score -894387.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -894396.187500 Penalty: 3022.885254
	Iteration 46Q: 3 clusters Score -894396.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -894404.562500 Penalty: 3022.885254
	Iteration 47Q: 3 clusters Score -894404.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -894417.125000 Penalty: 3022.885254
	Iteration 48Q: 3 clusters Score -894417.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -894425.437500 Penalty: 3022.885254
	Iteration 49Q: 3 clusters Score -894425.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -894431.875000 Penalty: 3022.885254
	Iteration 50Q: 3 clusters Score -894431.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -894440.687500 Penalty: 3022.885254
	Iteration 51Q: 3 clusters Score -894440.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -894447.125000 Penalty: 3022.885254
	Iteration 52Q: 3 clusters Score -894447.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -894453.750000 Penalty: 3022.885254
	Iteration 53Q: 3 clusters Score -894453.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -894460.312500 Penalty: 3022.885254
	Iteration 54Q: 3 clusters Score -894460.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -894465.437500 Penalty: 3022.885254
	Iteration 55Q: 3 clusters Score -894465.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -894466.250000 Penalty: 3022.885254
	Iteration 56Q: 3 clusters Score -894466.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -894474.312500 Penalty: 3022.885254
	Iteration 57Q: 3 clusters Score -894474.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -894479.062500 Penalty: 3022.885254
	Iteration 58Q: 3 clusters Score -894479.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -894486.312500 Penalty: 3022.885254
	Iteration 59Q: 3 clusters Score -894486.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -894492.375000 Penalty: 3022.885254
	Iteration 60F: 3 clusters Score -894492.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -894498.875000 Penalty: 3022.885254
	Iteration 61Q: 3 clusters Score -894498.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -894500.875000 Penalty: 3022.885254
	Iteration 62Q: 3 clusters Score -894500.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -894506.125000 Penalty: 3022.885254
	Iteration 63Q: 3 clusters Score -894506.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -894508.625000 Penalty: 3022.885254
	Iteration 64Q: 3 clusters Score -894508.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -894511.875000 Penalty: 3022.885254
	Iteration 65Q: 3 clusters Score -894511.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -894514.250000 Penalty: 3022.885254
	Iteration 66Q: 3 clusters Score -894514.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -894515.625000 Penalty: 3022.885254
	Iteration 67Q: 3 clusters Score -894515.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -894518.312500 Penalty: 3022.885254
	Iteration 68Q: 3 clusters Score -894518.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -894521.500000 Penalty: 3022.885254
	Iteration 69Q: 3 clusters Score -894521.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -894523.312500 Penalty: 3022.885254
	Iteration 70Q: 3 clusters Score -894523.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -894525.500000 Penalty: 3022.885254
	Iteration 71Q: 3 clusters Score -894525.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -894527.312500 Penalty: 3022.885254
	Iteration 72Q: 3 clusters Score -894527.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -894528.437500 Penalty: 3022.885254
	Iteration 73Q: 3 clusters Score -894528.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -894529.437500 Penalty: 3022.885254
	Iteration 74Q: 3 clusters Score -894529.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -894530.812500 Penalty: 3022.885254
	Iteration 75Q: 3 clusters Score -894530.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -894529.937500 Penalty: 3022.885254
	Iteration 76Q: 3 clusters Score -894529.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -894532.687500 Penalty: 3022.885254
	Iteration 77Q: 3 clusters Score -894532.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -894532.687500 Penalty: 3022.885254
	Iteration 78Q: 3 clusters Score -894532.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -894533.500000 Penalty: 3022.885254
	Iteration 79Q: 3 clusters Score -894533.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -894532.125000 Penalty: 3022.885254
	Iteration 80F: 3 clusters Score -894532.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -894533.312500 Penalty: 3022.885254
	Iteration 81Q: 3 clusters Score -894533.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -894535.937500 Penalty: 3022.885254
	Iteration 82Q: 3 clusters Score -894535.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -894538.437500 Penalty: 3022.885254
	Iteration 83Q: 3 clusters Score -894538.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -894541.125000 Penalty: 3022.885254
	Iteration 84Q: 3 clusters Score -894541.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -894544.125000 Penalty: 3022.885254
	Iteration 85Q: 3 clusters Score -894544.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -894545.875000 Penalty: 3022.885254
	Iteration 86Q: 3 clusters Score -894545.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -894546.125000 Penalty: 3022.885254
	Iteration 87Q: 3 clusters Score -894546.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -894547.875000 Penalty: 3022.885254
	Iteration 88Q: 3 clusters Score -894547.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -894547.437500 Penalty: 3022.885254
	Iteration 89Q: 3 clusters Score -894547.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -894552.000000 Penalty: 3022.885254
	Iteration 90Q: 3 clusters Score -894552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -894552.937500 Penalty: 3022.885254
	Iteration 91Q: 3 clusters Score -894552.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -894557.312500 Penalty: 3022.885254
	Iteration 92Q: 3 clusters Score -894557.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -894563.312500 Penalty: 3022.885254
	Iteration 93Q: 3 clusters Score -894563.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -894566.312500 Penalty: 3022.885254
	Iteration 94Q: 3 clusters Score -894566.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -894567.437500 Penalty: 3022.885254
	Iteration 95Q: 3 clusters Score -894567.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -894568.500000 Penalty: 3022.885254
	Iteration 96Q: 3 clusters Score -894568.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -894568.937500 Penalty: 3022.885254
	Iteration 97Q: 3 clusters Score -894568.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -894573.187500 Penalty: 3022.885254
	Iteration 98Q: 3 clusters Score -894573.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -894575.187500 Penalty: 3022.885254
	Iteration 99Q: 3 clusters Score -894575.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -894578.625000 Penalty: 3022.885254
	Iteration 100F: 3 clusters Score -894578.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -894579.875000 Penalty: 3022.885254
	Iteration 101Q: 3 clusters Score -894579.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -894580.812500 Penalty: 3022.885254
	Iteration 102Q: 3 clusters Score -894580.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -894585.000000 Penalty: 3022.885254
	Iteration 103Q: 3 clusters Score -894585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -894590.437500 Penalty: 3022.885254
	Iteration 104Q: 3 clusters Score -894590.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -894589.750000 Penalty: 3022.885254
	Iteration 105Q: 3 clusters Score -894589.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -894591.812500 Penalty: 3022.885254
	Iteration 106Q: 3 clusters Score -894591.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -894592.125000 Penalty: 3022.885254
	Iteration 107Q: 3 clusters Score -894592.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -894593.250000 Penalty: 3022.885254
	Iteration 108Q: 3 clusters Score -894593.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -894597.312500 Penalty: 3022.885254
	Iteration 109Q: 3 clusters Score -894597.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -894600.625000 Penalty: 3022.885254
	Iteration 110Q: 3 clusters Score -894600.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -894599.750000 Penalty: 3022.885254
	Iteration 111Q: 3 clusters Score -894599.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -894601.437500 Penalty: 3022.885254
	Iteration 112Q: 3 clusters Score -894601.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -894602.875000 Penalty: 3022.885254
	Iteration 113Q: 3 clusters Score -894602.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -894603.500000 Penalty: 3022.885254
	Iteration 114Q: 3 clusters Score -894603.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -894604.437500 Penalty: 3022.885254
	Iteration 115Q: 3 clusters Score -894604.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -894604.125000 Penalty: 3022.885254
	Iteration 116Q: 3 clusters Score -894604.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -894604.500000 Penalty: 3022.885254
	Iteration 117Q: 3 clusters Score -894604.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -894605.750000 Penalty: 3022.885254
	Iteration 118Q: 3 clusters Score -894605.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -894606.812500 Penalty: 3022.885254
	Iteration 119Q: 3 clusters Score -894606.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -894607.812500 Penalty: 3022.885254
	Iteration 120F: 3 clusters Score -894607.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -894607.562500 Penalty: 3022.885254
	Iteration 121Q: 3 clusters Score -894607.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -894609.187500 Penalty: 3022.885254
	Iteration 122Q: 3 clusters Score -894609.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -894609.312500 Penalty: 3022.885254
	Iteration 123Q: 3 clusters Score -894609.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -894610.375000 Penalty: 3022.885254
	Iteration 124Q: 3 clusters Score -894610.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -894610.562500 Penalty: 3022.885254
	Iteration 125Q: 3 clusters Score -894610.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -894609.312500 Penalty: 3022.885254
	Iteration 126Q: 3 clusters Score -894609.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -894609.437500 Penalty: 3022.885254
	Iteration 127Q: 3 clusters Score -894609.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -894611.437500 Penalty: 3022.885254
	Iteration 128Q: 3 clusters Score -894611.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -894612.000000 Penalty: 3022.885254
	Iteration 129Q: 3 clusters Score -894612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -894611.750000 Penalty: 3022.885254
	Iteration 130Q: 3 clusters Score -894611.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -894612.312500 Penalty: 3022.885254
	Iteration 131Q: 3 clusters Score -894612.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -894612.312500 Penalty: 3022.885254
	Iteration 132F: 3 clusters Score -894612.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Entering Unmasked Estep 
Score: -281932.593750 Penalty: 1315.782349
	Iteration 0F: 2 clusters Score -281932.6 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 1610 members 
Entering Unmasked Estep 
Score: -278994.187500 Penalty: 2631.564697
	Iteration 0F: 3 clusters Score -278994.2 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -279807.343750 Penalty: 2631.564697
	Iteration 1F: 3 clusters Score -279807.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -280107.656250 Penalty: 2631.564697
	Iteration 2F: 3 clusters Score -280107.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -280433.937500 Penalty: 2631.564697
	Iteration 3F: 3 clusters Score -280433.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -280705.000000 Penalty: 2631.564697
	Iteration 4F: 3 clusters Score -280705 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -280936.656250 Penalty: 2631.564697
	Iteration 5F: 3 clusters Score -280936.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -281138.593750 Penalty: 2631.564697
	Iteration 6F: 3 clusters Score -281138.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -281297.375000 Penalty: 2631.564697
	Iteration 7Q: 3 clusters Score -281297.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -281426.156250 Penalty: 2631.564697
	Iteration 8Q: 3 clusters Score -281426.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -281537.843750 Penalty: 2631.564697
	Iteration 9Q: 3 clusters Score -281537.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -281644.500000 Penalty: 2631.564697
	Iteration 10Q: 3 clusters Score -281644.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -281727.562500 Penalty: 2631.564697
	Iteration 11Q: 3 clusters Score -281727.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -281791.593750 Penalty: 2631.564697
	Iteration 12Q: 3 clusters Score -281791.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -281835.843750 Penalty: 2631.564697
	Iteration 13Q: 3 clusters Score -281835.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -281877.343750 Penalty: 2631.564697
	Iteration 14Q: 3 clusters Score -281877.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -281936.750000 Penalty: 2631.564697
	Iteration 15Q: 3 clusters Score -281936.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -282010.062500 Penalty: 2631.564697
	Iteration 16Q: 3 clusters Score -282010.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -282070.125000 Penalty: 2631.564697
	Iteration 17Q: 3 clusters Score -282070.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -282089.750000 Penalty: 2631.564697
	Iteration 18Q: 3 clusters Score -282089.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -282101.531250 Penalty: 2631.564697
	Iteration 19Q: 3 clusters Score -282101.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -282110.562500 Penalty: 2631.564697
	Iteration 20F: 3 clusters Score -282110.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -282116.062500 Penalty: 2631.564697
	Iteration 21Q: 3 clusters Score -282116.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -282117.531250 Penalty: 2631.564697
	Iteration 22Q: 3 clusters Score -282117.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -282117.531250 Penalty: 2631.564697
	Iteration 23F: 3 clusters Score -282117.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27231 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 2535 members 
Mstep: Class 6 contains 115304 members 
Mstep: Class 7 contains 124379 members 
Mstep: Class 8 contains 27401 members 
Mstep: Class 9 contains 63850 members 
Mstep: Class 10 contains 15244 members 
Mstep: Class 11 contains 3488 members 
Mstep: Class 12 contains 59750 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40016 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13624 members 
Mstep: Class 22 contains 6868 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10496 members 
Mstep: Class 26 contains 19290 members 
Mstep: Class 27 contains 73389 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 7894 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7187 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8970 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12891 members 
Mstep: Class 41 contains 6830 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41079 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80710 members 
Mstep: Class 51 contains 750 members 
Entering Unmasked Estep 
Score: -84474648.000000 Penalty: 114143.289062
Splitting cluster 5 changes total score from -84475352.000000 to -84474648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (115304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115304 members 
Entering Unmasked Estep 
Score: -10603242.000000 Penalty: 1893.990723
	Iteration 0F: 2 clusters Score -1.060324e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57606 members 
Mstep: Class 2 contains 57698 members 
Entering Unmasked Estep 
Score: -10525799.000000 Penalty: 3787.981445
	Iteration 0F: 3 clusters Score -1.05258e+07 nChanged 55476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58458 members 
Mstep: Class 2 contains 56846 members 
Entering Unmasked Estep 
Score: -10557903.000000 Penalty: 3787.981445
	Iteration 1F: 3 clusters Score -1.05579e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58832 members 
Mstep: Class 2 contains 56472 members 
Entering Unmasked Estep 
Score: -10558625.000000 Penalty: 3787.981445
	Iteration 2Q: 3 clusters Score -1.055862e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59391 members 
Mstep: Class 2 contains 55913 members 
Entering Unmasked Estep 
Score: -10559393.000000 Penalty: 3787.981445
	Iteration 3Q: 3 clusters Score -1.055939e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60149 members 
Mstep: Class 2 contains 55155 members 
Entering Unmasked Estep 
Score: -10560332.000000 Penalty: 3787.981445
	Iteration 4Q: 3 clusters Score -1.056033e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61178 members 
Mstep: Class 2 contains 54126 members 
Entering Unmasked Estep 
Score: -10561337.000000 Penalty: 3787.981445
	Iteration 5Q: 3 clusters Score -1.056134e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62635 members 
Mstep: Class 2 contains 52669 members 
Entering Unmasked Estep 
Score: -10562634.000000 Penalty: 3787.981445
	Iteration 6Q: 3 clusters Score -1.056263e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64719 members 
Mstep: Class 2 contains 50585 members 
Entering Unmasked Estep 
Score: -10564275.000000 Penalty: 3787.981445
	Iteration 7Q: 3 clusters Score -1.056428e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67538 members 
Mstep: Class 2 contains 47766 members 
Entering Unmasked Estep 
Score: -10566189.000000 Penalty: 3787.981445
	Iteration 8Q: 3 clusters Score -1.056619e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71284 members 
Mstep: Class 2 contains 44020 members 
Entering Unmasked Estep 
Score: -10568764.000000 Penalty: 3787.981445
	Iteration 9Q: 3 clusters Score -1.056876e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76157 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -10572193.000000 Penalty: 3787.981445
	Iteration 10F: 3 clusters Score -1.057219e+07 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81888 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -10576283.000000 Penalty: 3787.981445
	Iteration 11F: 3 clusters Score -1.057628e+07 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88061 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -10580617.000000 Penalty: 3787.981445
	Iteration 12F: 3 clusters Score -1.058062e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94211 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -10584901.000000 Penalty: 3787.981445
	Iteration 13F: 3 clusters Score -1.05849e+07 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100111 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -10589353.000000 Penalty: 3787.981445
	Iteration 14F: 3 clusters Score -1.058935e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105441 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -10593518.000000 Penalty: 3787.981445
	Iteration 15Q: 3 clusters Score -1.059352e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109505 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -10596822.000000 Penalty: 3787.981445
	Iteration 16Q: 3 clusters Score -1.059682e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112297 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -10599163.000000 Penalty: 3787.981445
	Iteration 17Q: 3 clusters Score -1.059916e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113851 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -10600428.000000 Penalty: 3787.981445
	Iteration 18Q: 3 clusters Score -1.060043e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114605 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -10601044.000000 Penalty: 3787.981445
	Iteration 19Q: 3 clusters Score -1.060104e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114885 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -10601275.000000 Penalty: 3787.981445
	Iteration 20F: 3 clusters Score -1.060128e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114993 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -10601414.000000 Penalty: 3787.981445
	Iteration 21Q: 3 clusters Score -1.060141e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115032 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -10601464.000000 Penalty: 3787.981445
	Iteration 22Q: 3 clusters Score -1.060146e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115043 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -10601494.000000 Penalty: 3787.981445
	Iteration 23Q: 3 clusters Score -1.060149e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115050 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -10601525.000000 Penalty: 3787.981445
	Iteration 24Q: 3 clusters Score -1.060152e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115056 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -10601552.000000 Penalty: 3787.981445
	Iteration 25Q: 3 clusters Score -1.060155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115057 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -10601561.000000 Penalty: 3787.981445
	Iteration 26Q: 3 clusters Score -1.060156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115058 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -10601567.000000 Penalty: 3787.981445
	Iteration 27Q: 3 clusters Score -1.060157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115057 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -10601570.000000 Penalty: 3787.981445
	Iteration 28Q: 3 clusters Score -1.060157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115057 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -10601568.000000 Penalty: 3787.981445
	Iteration 29Q: 3 clusters Score -1.060157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115061 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -10601578.000000 Penalty: 3787.981445
	Iteration 30Q: 3 clusters Score -1.060158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115064 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -10601577.000000 Penalty: 3787.981445
	Iteration 31Q: 3 clusters Score -1.060158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115064 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -10601586.000000 Penalty: 3787.981445
	Iteration 32Q: 3 clusters Score -1.060159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115061 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -10601578.000000 Penalty: 3787.981445
	Iteration 33Q: 3 clusters Score -1.060158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115061 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -10601578.000000 Penalty: 3787.981445
	Iteration 34F: 3 clusters Score -1.060158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (124379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124379 members 
Entering Unmasked Estep 
Score: -11792136.000000 Penalty: 1906.301880
	Iteration 0F: 2 clusters Score -1.179214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62224 members 
Mstep: Class 2 contains 62155 members 
Entering Unmasked Estep 
Score: -11708910.000000 Penalty: 3812.603760
	Iteration 0F: 3 clusters Score -1.170891e+07 nChanged 59506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60714 members 
Mstep: Class 2 contains 63665 members 
Entering Unmasked Estep 
Score: -11744145.000000 Penalty: 3812.603760
	Iteration 1F: 3 clusters Score -1.174414e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59695 members 
Mstep: Class 2 contains 64684 members 
Entering Unmasked Estep 
Score: -11745096.000000 Penalty: 3812.603760
	Iteration 2Q: 3 clusters Score -1.17451e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58208 members 
Mstep: Class 2 contains 66171 members 
Entering Unmasked Estep 
Score: -11746523.000000 Penalty: 3812.603760
	Iteration 3Q: 3 clusters Score -1.174652e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56016 members 
Mstep: Class 2 contains 68363 members 
Entering Unmasked Estep 
Score: -11748475.000000 Penalty: 3812.603760
	Iteration 4Q: 3 clusters Score -1.174848e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52873 members 
Mstep: Class 2 contains 71506 members 
Entering Unmasked Estep 
Score: -11750980.000000 Penalty: 3812.603760
	Iteration 5Q: 3 clusters Score -1.175098e+07 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48616 members 
Mstep: Class 2 contains 75763 members 
Entering Unmasked Estep 
Score: -11754245.000000 Penalty: 3812.603760
	Iteration 6F: 3 clusters Score -1.175424e+07 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43258 members 
Mstep: Class 2 contains 81121 members 
Entering Unmasked Estep 
Score: -11758433.000000 Penalty: 3812.603760
	Iteration 7F: 3 clusters Score -1.175843e+07 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 87383 members 
Entering Unmasked Estep 
Score: -11762834.000000 Penalty: 3812.603760
	Iteration 8F: 3 clusters Score -1.176283e+07 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 94074 members 
Entering Unmasked Estep 
Score: -11767485.000000 Penalty: 3812.603760
	Iteration 9F: 3 clusters Score -1.176748e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 100711 members 
Entering Unmasked Estep 
Score: -11772026.000000 Penalty: 3812.603760
	Iteration 10F: 3 clusters Score -1.177203e+07 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 106999 members 
Entering Unmasked Estep 
Score: -11776487.000000 Penalty: 3812.603760
	Iteration 11F: 3 clusters Score -1.177649e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 112751 members 
Entering Unmasked Estep 
Score: -11781078.000000 Penalty: 3812.603760
	Iteration 12Q: 3 clusters Score -1.178108e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 117424 members 
Entering Unmasked Estep 
Score: -11785034.000000 Penalty: 3812.603760
	Iteration 13Q: 3 clusters Score -1.178503e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 120716 members 
Entering Unmasked Estep 
Score: -11788062.000000 Penalty: 3812.603760
	Iteration 14Q: 3 clusters Score -1.178806e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 122520 members 
Entering Unmasked Estep 
Score: -11789707.000000 Penalty: 3812.603760
	Iteration 15Q: 3 clusters Score -1.178971e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 123272 members 
Entering Unmasked Estep 
Score: -11790334.000000 Penalty: 3812.603760
	Iteration 16Q: 3 clusters Score -1.179033e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 123555 members 
Entering Unmasked Estep 
Score: -11790620.000000 Penalty: 3812.603760
	Iteration 17Q: 3 clusters Score -1.179062e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 123653 members 
Entering Unmasked Estep 
Score: -11790712.000000 Penalty: 3812.603760
	Iteration 18Q: 3 clusters Score -1.179071e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 123696 members 
Entering Unmasked Estep 
Score: -11790765.000000 Penalty: 3812.603760
	Iteration 19Q: 3 clusters Score -1.179076e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 123716 members 
Entering Unmasked Estep 
Score: -11790780.000000 Penalty: 3812.603760
	Iteration 20F: 3 clusters Score -1.179078e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 123728 members 
Entering Unmasked Estep 
Score: -11790796.000000 Penalty: 3812.603760
	Iteration 21Q: 3 clusters Score -1.17908e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 123740 members 
Entering Unmasked Estep 
Score: -11790794.000000 Penalty: 3812.603760
	Iteration 22Q: 3 clusters Score -1.179079e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 123738 members 
Entering Unmasked Estep 
Score: -11790793.000000 Penalty: 3812.603760
	Iteration 23Q: 3 clusters Score -1.179079e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 123741 members 
Entering Unmasked Estep 
Score: -11790803.000000 Penalty: 3812.603760
	Iteration 24Q: 3 clusters Score -1.17908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 123743 members 
Entering Unmasked Estep 
Score: -11790811.000000 Penalty: 3812.603760
	Iteration 25Q: 3 clusters Score -1.179081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 123745 members 
Entering Unmasked Estep 
Score: -11790811.000000 Penalty: 3812.603760
	Iteration 26Q: 3 clusters Score -1.179081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 123747 members 
Entering Unmasked Estep 
Score: -11790819.000000 Penalty: 3812.603760
	Iteration 27Q: 3 clusters Score -1.179082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 123749 members 
Entering Unmasked Estep 
Score: -11790820.000000 Penalty: 3812.603760
	Iteration 28Q: 3 clusters Score -1.179082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 123751 members 
Entering Unmasked Estep 
Score: -11790828.000000 Penalty: 3812.603760
	Iteration 29Q: 3 clusters Score -1.179083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 123756 members 
Entering Unmasked Estep 
Score: -11790828.000000 Penalty: 3812.603760
	Iteration 30Q: 3 clusters Score -1.179083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 123759 members 
Entering Unmasked Estep 
Score: -11790826.000000 Penalty: 3812.603760
	Iteration 31Q: 3 clusters Score -1.179083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 123757 members 
Entering Unmasked Estep 
Score: -11790822.000000 Penalty: 3812.603760
	Iteration 32Q: 3 clusters Score -1.179082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 123756 members 
Entering Unmasked Estep 
Score: -11790830.000000 Penalty: 3812.603760
	Iteration 33Q: 3 clusters Score -1.179083e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 123757 members 
Entering Unmasked Estep 
Score: -11790825.000000 Penalty: 3812.603760
	Iteration 34Q: 3 clusters Score -1.179082e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 123757 members 
Entering Unmasked Estep 
Score: -11790825.000000 Penalty: 3812.603760
	Iteration 35F: 3 clusters Score -1.179082e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (27401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Entering Unmasked Estep 
Score: -2267152.500000 Penalty: 1660.479492
	Iteration 0F: 2 clusters Score -2267152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -2248654.750000 Penalty: 3320.958984
	Iteration 0F: 3 clusters Score -2248655 nChanged 12558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -2255644.000000 Penalty: 3320.958984
	Iteration 1F: 3 clusters Score -2255644 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2256139.000000 Penalty: 3320.958984
	Iteration 2F: 3 clusters Score -2256139 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2256556.000000 Penalty: 3320.958984
	Iteration 3Q: 3 clusters Score -2256556 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2257002.750000 Penalty: 3320.958984
	Iteration 4Q: 3 clusters Score -2257003 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2257444.000000 Penalty: 3320.958984
	Iteration 5Q: 3 clusters Score -2257444 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -2257932.750000 Penalty: 3320.958984
	Iteration 6Q: 3 clusters Score -2257933 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -2258409.500000 Penalty: 3320.958984
	Iteration 7Q: 3 clusters Score -2258410 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -2258866.750000 Penalty: 3320.958984
	Iteration 8Q: 3 clusters Score -2258867 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -2259275.250000 Penalty: 3320.958984
	Iteration 9Q: 3 clusters Score -2259275 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2259706.250000 Penalty: 3320.958984
	Iteration 10Q: 3 clusters Score -2259706 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -2260176.750000 Penalty: 3320.958984
	Iteration 11Q: 3 clusters Score -2260177 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -2260645.250000 Penalty: 3320.958984
	Iteration 12Q: 3 clusters Score -2260645 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -2261132.250000 Penalty: 3320.958984
	Iteration 13Q: 3 clusters Score -2261132 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2261543.500000 Penalty: 3320.958984
	Iteration 14Q: 3 clusters Score -2261544 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2261871.250000 Penalty: 3320.958984
	Iteration 15Q: 3 clusters Score -2261871 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2262102.250000 Penalty: 3320.958984
	Iteration 16Q: 3 clusters Score -2262102 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2262301.750000 Penalty: 3320.958984
	Iteration 17Q: 3 clusters Score -2262302 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2262444.500000 Penalty: 3320.958984
	Iteration 18Q: 3 clusters Score -2262444 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2262599.750000 Penalty: 3320.958984
	Iteration 19Q: 3 clusters Score -2262600 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2262746.250000 Penalty: 3320.958984
	Iteration 20F: 3 clusters Score -2262746 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2262896.500000 Penalty: 3320.958984
	Iteration 21Q: 3 clusters Score -2262896 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2263028.250000 Penalty: 3320.958984
	Iteration 22Q: 3 clusters Score -2263028 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2263153.500000 Penalty: 3320.958984
	Iteration 23Q: 3 clusters Score -2263154 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2263281.750000 Penalty: 3320.958984
	Iteration 24Q: 3 clusters Score -2263282 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2263397.000000 Penalty: 3320.958984
	Iteration 25Q: 3 clusters Score -2263397 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -2263508.750000 Penalty: 3320.958984
	Iteration 26Q: 3 clusters Score -2263509 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -2263622.500000 Penalty: 3320.958984
	Iteration 27Q: 3 clusters Score -2263622 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -2263736.250000 Penalty: 3320.958984
	Iteration 28Q: 3 clusters Score -2263736 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2263856.000000 Penalty: 3320.958984
	Iteration 29Q: 3 clusters Score -2263856 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2263951.000000 Penalty: 3320.958984
	Iteration 30Q: 3 clusters Score -2263951 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -2264068.250000 Penalty: 3320.958984
	Iteration 31Q: 3 clusters Score -2264068 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -2264181.000000 Penalty: 3320.958984
	Iteration 32Q: 3 clusters Score -2264181 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -2264284.750000 Penalty: 3320.958984
	Iteration 33Q: 3 clusters Score -2264285 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -2264419.500000 Penalty: 3320.958984
	Iteration 34Q: 3 clusters Score -2264420 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2264520.000000 Penalty: 3320.958984
	Iteration 35Q: 3 clusters Score -2264520 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2264628.000000 Penalty: 3320.958984
	Iteration 36Q: 3 clusters Score -2264628 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2264772.000000 Penalty: 3320.958984
	Iteration 37Q: 3 clusters Score -2264772 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2264955.750000 Penalty: 3320.958984
	Iteration 38Q: 3 clusters Score -2264956 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2265138.250000 Penalty: 3320.958984
	Iteration 39Q: 3 clusters Score -2265138 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2265341.250000 Penalty: 3320.958984
	Iteration 40F: 3 clusters Score -2265341 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2265492.250000 Penalty: 3320.958984
	Iteration 41Q: 3 clusters Score -2265492 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2265633.500000 Penalty: 3320.958984
	Iteration 42Q: 3 clusters Score -2265634 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2265772.000000 Penalty: 3320.958984
	Iteration 43Q: 3 clusters Score -2265772 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2265889.750000 Penalty: 3320.958984
	Iteration 44Q: 3 clusters Score -2265890 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2265991.250000 Penalty: 3320.958984
	Iteration 45Q: 3 clusters Score -2265991 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2266048.500000 Penalty: 3320.958984
	Iteration 46Q: 3 clusters Score -2266048 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2266104.250000 Penalty: 3320.958984
	Iteration 47Q: 3 clusters Score -2266104 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2266154.000000 Penalty: 3320.958984
	Iteration 48Q: 3 clusters Score -2266154 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2266198.250000 Penalty: 3320.958984
	Iteration 49Q: 3 clusters Score -2266198 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2266239.750000 Penalty: 3320.958984
	Iteration 50Q: 3 clusters Score -2266240 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2266284.750000 Penalty: 3320.958984
	Iteration 51Q: 3 clusters Score -2266285 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2266311.250000 Penalty: 3320.958984
	Iteration 52Q: 3 clusters Score -2266311 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2266328.750000 Penalty: 3320.958984
	Iteration 53Q: 3 clusters Score -2266329 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2266349.000000 Penalty: 3320.958984
	Iteration 54Q: 3 clusters Score -2266349 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2266361.250000 Penalty: 3320.958984
	Iteration 55Q: 3 clusters Score -2266361 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2266384.000000 Penalty: 3320.958984
	Iteration 56Q: 3 clusters Score -2266384 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2266398.500000 Penalty: 3320.958984
	Iteration 57Q: 3 clusters Score -2266398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2266414.500000 Penalty: 3320.958984
	Iteration 58Q: 3 clusters Score -2266414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2266430.750000 Penalty: 3320.958984
	Iteration 59Q: 3 clusters Score -2266431 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2266455.500000 Penalty: 3320.958984
	Iteration 60F: 3 clusters Score -2266456 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2266482.500000 Penalty: 3320.958984
	Iteration 61Q: 3 clusters Score -2266482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2266503.250000 Penalty: 3320.958984
	Iteration 62Q: 3 clusters Score -2266503 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2266521.250000 Penalty: 3320.958984
	Iteration 63Q: 3 clusters Score -2266521 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2266532.250000 Penalty: 3320.958984
	Iteration 64Q: 3 clusters Score -2266532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2266540.250000 Penalty: 3320.958984
	Iteration 65Q: 3 clusters Score -2266540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2266546.000000 Penalty: 3320.958984
	Iteration 66Q: 3 clusters Score -2266546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2266551.000000 Penalty: 3320.958984
	Iteration 67Q: 3 clusters Score -2266551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2266552.250000 Penalty: 3320.958984
	Iteration 68Q: 3 clusters Score -2266552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2266552.000000 Penalty: 3320.958984
	Iteration 69Q: 3 clusters Score -2266552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2266554.250000 Penalty: 3320.958984
	Iteration 70Q: 3 clusters Score -2266554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2266556.250000 Penalty: 3320.958984
	Iteration 71Q: 3 clusters Score -2266556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2266556.250000 Penalty: 3320.958984
	Iteration 72F: 3 clusters Score -2266556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (63850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63850 members 
Entering Unmasked Estep 
Score: -5912602.500000 Penalty: 1797.947388
	Iteration 0F: 2 clusters Score -5912602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -5870056.500000 Penalty: 3595.894775
	Iteration 0F: 3 clusters Score -5870056 nChanged 30348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -5886978.000000 Penalty: 3595.894775
	Iteration 1F: 3 clusters Score -5886978 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -5887391.000000 Penalty: 3595.894775
	Iteration 2Q: 3 clusters Score -5887391 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -5887774.500000 Penalty: 3595.894775
	Iteration 3Q: 3 clusters Score -5887774 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -5888242.000000 Penalty: 3595.894775
	Iteration 4Q: 3 clusters Score -5888242 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -5888834.000000 Penalty: 3595.894775
	Iteration 5Q: 3 clusters Score -5888834 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -5889565.000000 Penalty: 3595.894775
	Iteration 6Q: 3 clusters Score -5889565 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -5890376.500000 Penalty: 3595.894775
	Iteration 7Q: 3 clusters Score -5890376 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -5891519.000000 Penalty: 3595.894775
	Iteration 8Q: 3 clusters Score -5891519 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -5893003.500000 Penalty: 3595.894775
	Iteration 9Q: 3 clusters Score -5893004 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -5894849.000000 Penalty: 3595.894775
	Iteration 10F: 3 clusters Score -5894849 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -5897030.000000 Penalty: 3595.894775
	Iteration 11F: 3 clusters Score -5897030 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -5899013.500000 Penalty: 3595.894775
	Iteration 12F: 3 clusters Score -5899014 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -5900439.000000 Penalty: 3595.894775
	Iteration 13Q: 3 clusters Score -5900439 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -5901108.000000 Penalty: 3595.894775
	Iteration 14Q: 3 clusters Score -5901108 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -5901391.500000 Penalty: 3595.894775
	Iteration 15Q: 3 clusters Score -5901392 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -5901533.500000 Penalty: 3595.894775
	Iteration 16Q: 3 clusters Score -5901534 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -5901658.500000 Penalty: 3595.894775
	Iteration 17Q: 3 clusters Score -5901658 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -5901747.000000 Penalty: 3595.894775
	Iteration 18Q: 3 clusters Score -5901747 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -5901814.500000 Penalty: 3595.894775
	Iteration 19Q: 3 clusters Score -5901814 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -5901898.000000 Penalty: 3595.894775
	Iteration 20F: 3 clusters Score -5901898 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -5901968.500000 Penalty: 3595.894775
	Iteration 21Q: 3 clusters Score -5901968 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -5902058.500000 Penalty: 3595.894775
	Iteration 22Q: 3 clusters Score -5902058 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -5902107.000000 Penalty: 3595.894775
	Iteration 23Q: 3 clusters Score -5902107 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -5902145.000000 Penalty: 3595.894775
	Iteration 24Q: 3 clusters Score -5902145 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -5902213.500000 Penalty: 3595.894775
	Iteration 25Q: 3 clusters Score -5902214 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -5902234.000000 Penalty: 3595.894775
	Iteration 26Q: 3 clusters Score -5902234 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -5902272.500000 Penalty: 3595.894775
	Iteration 27Q: 3 clusters Score -5902272 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -5902296.500000 Penalty: 3595.894775
	Iteration 28Q: 3 clusters Score -5902296 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -5902341.000000 Penalty: 3595.894775
	Iteration 29Q: 3 clusters Score -5902341 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -5902370.500000 Penalty: 3595.894775
	Iteration 30Q: 3 clusters Score -5902370 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -5902407.000000 Penalty: 3595.894775
	Iteration 31Q: 3 clusters Score -5902407 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -5902478.500000 Penalty: 3595.894775
	Iteration 32Q: 3 clusters Score -5902478 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -5902519.000000 Penalty: 3595.894775
	Iteration 33Q: 3 clusters Score -5902519 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -5902625.500000 Penalty: 3595.894775
	Iteration 34Q: 3 clusters Score -5902626 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -5902730.000000 Penalty: 3595.894775
	Iteration 35Q: 3 clusters Score -5902730 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -5902833.000000 Penalty: 3595.894775
	Iteration 36Q: 3 clusters Score -5902833 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -5902901.000000 Penalty: 3595.894775
	Iteration 37Q: 3 clusters Score -5902901 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -5903002.500000 Penalty: 3595.894775
	Iteration 38Q: 3 clusters Score -5903002 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -5903136.500000 Penalty: 3595.894775
	Iteration 39Q: 3 clusters Score -5903136 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -5903216.000000 Penalty: 3595.894775
	Iteration 40F: 3 clusters Score -5903216 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -5903317.000000 Penalty: 3595.894775
	Iteration 41Q: 3 clusters Score -5903317 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 42961 members 
Entering Unmasked Estep 
Score: -5903463.000000 Penalty: 3595.894775
	Iteration 42Q: 3 clusters Score -5903463 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -5903579.500000 Penalty: 3595.894775
	Iteration 43Q: 3 clusters Score -5903580 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -5903699.500000 Penalty: 3595.894775
	Iteration 44Q: 3 clusters Score -5903700 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
Score: -5903830.000000 Penalty: 3595.894775
	Iteration 45Q: 3 clusters Score -5903830 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -5903964.000000 Penalty: 3595.894775
	Iteration 46Q: 3 clusters Score -5903964 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 45929 members 
Entering Unmasked Estep 
Score: -5904075.000000 Penalty: 3595.894775
	Iteration 47Q: 3 clusters Score -5904075 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 46525 members 
Entering Unmasked Estep 
Score: -5904215.500000 Penalty: 3595.894775
	Iteration 48Q: 3 clusters Score -5904216 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 47149 members 
Entering Unmasked Estep 
Score: -5904334.000000 Penalty: 3595.894775
	Iteration 49Q: 3 clusters Score -5904334 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 47816 members 
Entering Unmasked Estep 
Score: -5904511.000000 Penalty: 3595.894775
	Iteration 50Q: 3 clusters Score -5904511 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 48523 members 
Entering Unmasked Estep 
Score: -5904673.000000 Penalty: 3595.894775
	Iteration 51Q: 3 clusters Score -5904673 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 49295 members 
Entering Unmasked Estep 
Score: -5904879.500000 Penalty: 3595.894775
	Iteration 52Q: 3 clusters Score -5904880 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 50111 members 
Entering Unmasked Estep 
Score: -5905098.000000 Penalty: 3595.894775
	Iteration 53Q: 3 clusters Score -5905098 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 51001 members 
Entering Unmasked Estep 
Score: -5905336.000000 Penalty: 3595.894775
	Iteration 54Q: 3 clusters Score -5905336 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
Score: -5905627.500000 Penalty: 3595.894775
	Iteration 55Q: 3 clusters Score -5905628 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 52879 members 
Entering Unmasked Estep 
Score: -5905940.000000 Penalty: 3595.894775
	Iteration 56Q: 3 clusters Score -5905940 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 53824 members 
Entering Unmasked Estep 
Score: -5906233.000000 Penalty: 3595.894775
	Iteration 57Q: 3 clusters Score -5906233 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 54797 members 
Entering Unmasked Estep 
Score: -5906631.500000 Penalty: 3595.894775
	Iteration 58Q: 3 clusters Score -5906632 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 55753 members 
Entering Unmasked Estep 
Score: -5907012.000000 Penalty: 3595.894775
	Iteration 59Q: 3 clusters Score -5907012 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 56700 members 
Entering Unmasked Estep 
Score: -5907431.500000 Penalty: 3595.894775
	Iteration 60F: 3 clusters Score -5907432 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 57620 members 
Entering Unmasked Estep 
Score: -5907850.500000 Penalty: 3595.894775
	Iteration 61Q: 3 clusters Score -5907850 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 58524 members 
Entering Unmasked Estep 
Score: -5908244.500000 Penalty: 3595.894775
	Iteration 62Q: 3 clusters Score -5908244 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 59397 members 
Entering Unmasked Estep 
Score: -5908707.500000 Penalty: 3595.894775
	Iteration 63Q: 3 clusters Score -5908708 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 60209 members 
Entering Unmasked Estep 
Score: -5909145.000000 Penalty: 3595.894775
	Iteration 64Q: 3 clusters Score -5909145 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 60923 members 
Entering Unmasked Estep 
Score: -5909552.500000 Penalty: 3595.894775
	Iteration 65Q: 3 clusters Score -5909552 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 61519 members 
Entering Unmasked Estep 
Score: -5909868.000000 Penalty: 3595.894775
	Iteration 66Q: 3 clusters Score -5909868 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 62013 members 
Entering Unmasked Estep 
Score: -5910187.500000 Penalty: 3595.894775
	Iteration 67Q: 3 clusters Score -5910188 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 62412 members 
Entering Unmasked Estep 
Score: -5910442.000000 Penalty: 3595.894775
	Iteration 68Q: 3 clusters Score -5910442 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 62684 members 
Entering Unmasked Estep 
Score: -5910614.500000 Penalty: 3595.894775
	Iteration 69Q: 3 clusters Score -5910614 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 62883 members 
Entering Unmasked Estep 
Score: -5910720.000000 Penalty: 3595.894775
	Iteration 70Q: 3 clusters Score -5910720 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 63029 members 
Entering Unmasked Estep 
Score: -5910812.500000 Penalty: 3595.894775
	Iteration 71Q: 3 clusters Score -5910812 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 63145 members 
Entering Unmasked Estep 
Score: -5910871.500000 Penalty: 3595.894775
	Iteration 72Q: 3 clusters Score -5910872 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 63222 members 
Entering Unmasked Estep 
Score: -5910927.000000 Penalty: 3595.894775
	Iteration 73Q: 3 clusters Score -5910927 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 63281 members 
Entering Unmasked Estep 
Score: -5910953.500000 Penalty: 3595.894775
	Iteration 74Q: 3 clusters Score -5910954 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 63320 members 
Entering Unmasked Estep 
Score: -5910978.000000 Penalty: 3595.894775
	Iteration 75Q: 3 clusters Score -5910978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 63350 members 
Entering Unmasked Estep 
Score: -5911002.500000 Penalty: 3595.894775
	Iteration 76Q: 3 clusters Score -5911002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 63379 members 
Entering Unmasked Estep 
Score: -5911034.500000 Penalty: 3595.894775
	Iteration 77Q: 3 clusters Score -5911034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 63394 members 
Entering Unmasked Estep 
Score: -5911037.500000 Penalty: 3595.894775
	Iteration 78Q: 3 clusters Score -5911038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 63408 members 
Entering Unmasked Estep 
Score: -5911057.500000 Penalty: 3595.894775
	Iteration 79Q: 3 clusters Score -5911058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 63416 members 
Entering Unmasked Estep 
Score: -5911059.000000 Penalty: 3595.894775
	Iteration 80F: 3 clusters Score -5911059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 63419 members 
Entering Unmasked Estep 
Score: -5911064.000000 Penalty: 3595.894775
	Iteration 81Q: 3 clusters Score -5911064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 63424 members 
Entering Unmasked Estep 
Score: -5911063.500000 Penalty: 3595.894775
	Iteration 82Q: 3 clusters Score -5911064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 63424 members 
Entering Unmasked Estep 
Score: -5911060.000000 Penalty: 3595.894775
	Iteration 83Q: 3 clusters Score -5911060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 63425 members 
Entering Unmasked Estep 
Score: -5911063.000000 Penalty: 3595.894775
	Iteration 84Q: 3 clusters Score -5911063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 63426 members 
Entering Unmasked Estep 
Score: -5911061.000000 Penalty: 3595.894775
	Iteration 85Q: 3 clusters Score -5911061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 63426 members 
Entering Unmasked Estep 
Score: -5911061.000000 Penalty: 3595.894775
	Iteration 86F: 3 clusters Score -5911061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Entering Unmasked Estep 
Score: -1360510.375000 Penalty: 1565.190430
	Iteration 0F: 2 clusters Score -1360510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1349984.250000 Penalty: 3130.380859
	Iteration 0F: 3 clusters Score -1349984 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1353613.000000 Penalty: 3130.380859
	Iteration 1F: 3 clusters Score -1353613 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1354022.750000 Penalty: 3130.380859
	Iteration 2F: 3 clusters Score -1354023 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1354427.125000 Penalty: 3130.380859
	Iteration 3F: 3 clusters Score -1354427 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1354907.250000 Penalty: 3130.380859
	Iteration 4F: 3 clusters Score -1354907 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1355452.250000 Penalty: 3130.380859
	Iteration 5F: 3 clusters Score -1355452 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1355962.000000 Penalty: 3130.380859
	Iteration 6F: 3 clusters Score -1355962 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1356367.875000 Penalty: 3130.380859
	Iteration 7F: 3 clusters Score -1356368 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1356604.500000 Penalty: 3130.380859
	Iteration 8Q: 3 clusters Score -1356604 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1356767.125000 Penalty: 3130.380859
	Iteration 9Q: 3 clusters Score -1356767 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1356900.875000 Penalty: 3130.380859
	Iteration 10Q: 3 clusters Score -1356901 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1356996.000000 Penalty: 3130.380859
	Iteration 11Q: 3 clusters Score -1356996 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1357089.750000 Penalty: 3130.380859
	Iteration 12Q: 3 clusters Score -1357090 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1357174.625000 Penalty: 3130.380859
	Iteration 13Q: 3 clusters Score -1357175 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1357257.125000 Penalty: 3130.380859
	Iteration 14Q: 3 clusters Score -1357257 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1357328.375000 Penalty: 3130.380859
	Iteration 15Q: 3 clusters Score -1357328 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1357400.125000 Penalty: 3130.380859
	Iteration 16Q: 3 clusters Score -1357400 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1357477.875000 Penalty: 3130.380859
	Iteration 17Q: 3 clusters Score -1357478 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1357559.375000 Penalty: 3130.380859
	Iteration 18Q: 3 clusters Score -1357559 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1357640.625000 Penalty: 3130.380859
	Iteration 19Q: 3 clusters Score -1357641 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1357715.375000 Penalty: 3130.380859
	Iteration 20F: 3 clusters Score -1357715 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1357786.375000 Penalty: 3130.380859
	Iteration 21Q: 3 clusters Score -1357786 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1357852.000000 Penalty: 3130.380859
	Iteration 22Q: 3 clusters Score -1357852 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1357918.375000 Penalty: 3130.380859
	Iteration 23Q: 3 clusters Score -1357918 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1357984.500000 Penalty: 3130.380859
	Iteration 24Q: 3 clusters Score -1357984 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1358061.750000 Penalty: 3130.380859
	Iteration 25Q: 3 clusters Score -1358062 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1358137.000000 Penalty: 3130.380859
	Iteration 26Q: 3 clusters Score -1358137 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1358201.625000 Penalty: 3130.380859
	Iteration 27Q: 3 clusters Score -1358202 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1358273.875000 Penalty: 3130.380859
	Iteration 28Q: 3 clusters Score -1358274 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1358355.500000 Penalty: 3130.380859
	Iteration 29Q: 3 clusters Score -1358356 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1358438.375000 Penalty: 3130.380859
	Iteration 30Q: 3 clusters Score -1358438 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1358511.125000 Penalty: 3130.380859
	Iteration 31Q: 3 clusters Score -1358511 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1358569.500000 Penalty: 3130.380859
	Iteration 32Q: 3 clusters Score -1358570 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1358645.625000 Penalty: 3130.380859
	Iteration 33Q: 3 clusters Score -1358646 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1358724.750000 Penalty: 3130.380859
	Iteration 34Q: 3 clusters Score -1358725 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1358783.125000 Penalty: 3130.380859
	Iteration 35Q: 3 clusters Score -1358783 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1358837.375000 Penalty: 3130.380859
	Iteration 36Q: 3 clusters Score -1358837 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1358891.375000 Penalty: 3130.380859
	Iteration 37Q: 3 clusters Score -1358891 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1358944.375000 Penalty: 3130.380859
	Iteration 38Q: 3 clusters Score -1358944 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1358998.125000 Penalty: 3130.380859
	Iteration 39Q: 3 clusters Score -1358998 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1359041.375000 Penalty: 3130.380859
	Iteration 40F: 3 clusters Score -1359041 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1359075.375000 Penalty: 3130.380859
	Iteration 41Q: 3 clusters Score -1359075 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1359100.375000 Penalty: 3130.380859
	Iteration 42Q: 3 clusters Score -1359100 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1359121.875000 Penalty: 3130.380859
	Iteration 43Q: 3 clusters Score -1359122 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1359142.250000 Penalty: 3130.380859
	Iteration 44Q: 3 clusters Score -1359142 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1359162.750000 Penalty: 3130.380859
	Iteration 45Q: 3 clusters Score -1359163 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1359173.625000 Penalty: 3130.380859
	Iteration 46Q: 3 clusters Score -1359174 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1359187.500000 Penalty: 3130.380859
	Iteration 47Q: 3 clusters Score -1359188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1359196.250000 Penalty: 3130.380859
	Iteration 48Q: 3 clusters Score -1359196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1359206.375000 Penalty: 3130.380859
	Iteration 49Q: 3 clusters Score -1359206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1359211.750000 Penalty: 3130.380859
	Iteration 50Q: 3 clusters Score -1359212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1359221.000000 Penalty: 3130.380859
	Iteration 51Q: 3 clusters Score -1359221 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1359232.625000 Penalty: 3130.380859
	Iteration 52Q: 3 clusters Score -1359233 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1359244.125000 Penalty: 3130.380859
	Iteration 53Q: 3 clusters Score -1359244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1359250.625000 Penalty: 3130.380859
	Iteration 54Q: 3 clusters Score -1359251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1359257.750000 Penalty: 3130.380859
	Iteration 55Q: 3 clusters Score -1359258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1359263.250000 Penalty: 3130.380859
	Iteration 56Q: 3 clusters Score -1359263 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1359268.625000 Penalty: 3130.380859
	Iteration 57Q: 3 clusters Score -1359269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1359270.500000 Penalty: 3130.380859
	Iteration 58Q: 3 clusters Score -1359270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1359272.375000 Penalty: 3130.380859
	Iteration 59Q: 3 clusters Score -1359272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1359274.625000 Penalty: 3130.380859
	Iteration 60F: 3 clusters Score -1359275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1359277.750000 Penalty: 3130.380859
	Iteration 61Q: 3 clusters Score -1359278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1359280.250000 Penalty: 3130.380859
	Iteration 62Q: 3 clusters Score -1359280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1359282.000000 Penalty: 3130.380859
	Iteration 63Q: 3 clusters Score -1359282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1359288.500000 Penalty: 3130.380859
	Iteration 64Q: 3 clusters Score -1359288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1359297.875000 Penalty: 3130.380859
	Iteration 65Q: 3 clusters Score -1359298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1359306.625000 Penalty: 3130.380859
	Iteration 66Q: 3 clusters Score -1359307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1359308.250000 Penalty: 3130.380859
	Iteration 67Q: 3 clusters Score -1359308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1359313.250000 Penalty: 3130.380859
	Iteration 68Q: 3 clusters Score -1359313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1359318.625000 Penalty: 3130.380859
	Iteration 69Q: 3 clusters Score -1359319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1359323.125000 Penalty: 3130.380859
	Iteration 70Q: 3 clusters Score -1359323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1359326.875000 Penalty: 3130.380859
	Iteration 71Q: 3 clusters Score -1359327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1359327.625000 Penalty: 3130.380859
	Iteration 72Q: 3 clusters Score -1359328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1359330.250000 Penalty: 3130.380859
	Iteration 73Q: 3 clusters Score -1359330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1359335.250000 Penalty: 3130.380859
	Iteration 74Q: 3 clusters Score -1359335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1359338.000000 Penalty: 3130.380859
	Iteration 75Q: 3 clusters Score -1359338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1359345.750000 Penalty: 3130.380859
	Iteration 76Q: 3 clusters Score -1359346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1359346.750000 Penalty: 3130.380859
	Iteration 77Q: 3 clusters Score -1359347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1359347.125000 Penalty: 3130.380859
	Iteration 78Q: 3 clusters Score -1359347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1359349.125000 Penalty: 3130.380859
	Iteration 79Q: 3 clusters Score -1359349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1359350.750000 Penalty: 3130.380859
	Iteration 80F: 3 clusters Score -1359351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1359355.125000 Penalty: 3130.380859
	Iteration 81Q: 3 clusters Score -1359355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1359359.250000 Penalty: 3130.380859
	Iteration 82Q: 3 clusters Score -1359359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1359362.375000 Penalty: 3130.380859
	Iteration 83Q: 3 clusters Score -1359362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1359365.625000 Penalty: 3130.380859
	Iteration 84Q: 3 clusters Score -1359366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1359371.000000 Penalty: 3130.380859
	Iteration 85Q: 3 clusters Score -1359371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1359375.375000 Penalty: 3130.380859
	Iteration 86Q: 3 clusters Score -1359375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1359380.625000 Penalty: 3130.380859
	Iteration 87Q: 3 clusters Score -1359381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1359383.625000 Penalty: 3130.380859
	Iteration 88Q: 3 clusters Score -1359384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1359385.750000 Penalty: 3130.380859
	Iteration 89Q: 3 clusters Score -1359386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1359387.875000 Penalty: 3130.380859
	Iteration 90Q: 3 clusters Score -1359388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1359392.625000 Penalty: 3130.380859
	Iteration 91Q: 3 clusters Score -1359393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1359396.500000 Penalty: 3130.380859
	Iteration 92Q: 3 clusters Score -1359396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1359403.000000 Penalty: 3130.380859
	Iteration 93Q: 3 clusters Score -1359403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1359408.250000 Penalty: 3130.380859
	Iteration 94Q: 3 clusters Score -1359408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1359413.750000 Penalty: 3130.380859
	Iteration 95Q: 3 clusters Score -1359414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1359418.875000 Penalty: 3130.380859
	Iteration 96Q: 3 clusters Score -1359419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1359420.250000 Penalty: 3130.380859
	Iteration 97Q: 3 clusters Score -1359420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1359420.875000 Penalty: 3130.380859
	Iteration 98Q: 3 clusters Score -1359421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1359422.625000 Penalty: 3130.380859
	Iteration 99Q: 3 clusters Score -1359423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1359422.375000 Penalty: 3130.380859
	Iteration 100F: 3 clusters Score -1359422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Entering Unmasked Estep 
Score: -303439.312500 Penalty: 1325.526123
	Iteration 0F: 2 clusters Score -303439.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -300466.500000 Penalty: 2651.052246
	Iteration 0F: 3 clusters Score -300466.5 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -301273.187500 Penalty: 2651.052246
	Iteration 1F: 3 clusters Score -301273.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -301548.250000 Penalty: 2651.052246
	Iteration 2F: 3 clusters Score -301548.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -301812.593750 Penalty: 2651.052246
	Iteration 3F: 3 clusters Score -301812.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -301998.875000 Penalty: 2651.052246
	Iteration 4F: 3 clusters Score -301998.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -302156.843750 Penalty: 2651.052246
	Iteration 5F: 3 clusters Score -302156.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -302274.312500 Penalty: 2651.052246
	Iteration 6Q: 3 clusters Score -302274.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -302360.281250 Penalty: 2651.052246
	Iteration 7Q: 3 clusters Score -302360.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -302456.531250 Penalty: 2651.052246
	Iteration 8Q: 3 clusters Score -302456.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -302548.718750 Penalty: 2651.052246
	Iteration 9Q: 3 clusters Score -302548.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -302620.843750 Penalty: 2651.052246
	Iteration 10Q: 3 clusters Score -302620.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -302692.093750 Penalty: 2651.052246
	Iteration 11Q: 3 clusters Score -302692.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -302761.156250 Penalty: 2651.052246
	Iteration 12Q: 3 clusters Score -302761.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -302816.812500 Penalty: 2651.052246
	Iteration 13Q: 3 clusters Score -302816.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -302878.468750 Penalty: 2651.052246
	Iteration 14Q: 3 clusters Score -302878.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -302934.062500 Penalty: 2651.052246
	Iteration 15Q: 3 clusters Score -302934.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -302991.968750 Penalty: 2651.052246
	Iteration 16Q: 3 clusters Score -302992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -303031.343750 Penalty: 2651.052246
	Iteration 17Q: 3 clusters Score -303031.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -303048.625000 Penalty: 2651.052246
	Iteration 18Q: 3 clusters Score -303048.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -303058.250000 Penalty: 2651.052246
	Iteration 19Q: 3 clusters Score -303058.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -303061.562500 Penalty: 2651.052246
	Iteration 20F: 3 clusters Score -303061.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -303061.843750 Penalty: 2651.052246
	Iteration 21Q: 3 clusters Score -303061.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -303062.687500 Penalty: 2651.052246
	Iteration 22Q: 3 clusters Score -303062.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -303065.281250 Penalty: 2651.052246
	Iteration 23Q: 3 clusters Score -303065.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -303066.437500 Penalty: 2651.052246
	Iteration 24Q: 3 clusters Score -303066.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -303068.156250 Penalty: 2651.052246
	Iteration 25Q: 3 clusters Score -303068.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -303070.125000 Penalty: 2651.052246
	Iteration 26Q: 3 clusters Score -303070.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -303070.125000 Penalty: 2651.052246
	Iteration 27F: 3 clusters Score -303070.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (59750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59750 members 
Entering Unmasked Estep 
Score: -5504725.500000 Penalty: 1787.162842
	Iteration 0F: 2 clusters Score -5504726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -5464888.000000 Penalty: 3574.325684
	Iteration 0F: 3 clusters Score -5464888 nChanged 28131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -5480772.500000 Penalty: 3574.325684
	Iteration 1F: 3 clusters Score -5480772 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -5481318.500000 Penalty: 3574.325684
	Iteration 2Q: 3 clusters Score -5481318 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -5482061.000000 Penalty: 3574.325684
	Iteration 3Q: 3 clusters Score -5482061 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -5483394.500000 Penalty: 3574.325684
	Iteration 4Q: 3 clusters Score -5483394 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -5485815.000000 Penalty: 3574.325684
	Iteration 5F: 3 clusters Score -5485815 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -5489779.000000 Penalty: 3574.325684
	Iteration 6F: 3 clusters Score -5489779 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51144 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -5494678.000000 Penalty: 3574.325684
	Iteration 7F: 3 clusters Score -5494678 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55487 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -5498962.500000 Penalty: 3574.325684
	Iteration 8F: 3 clusters Score -5498962 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58056 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -5501490.000000 Penalty: 3574.325684
	Iteration 9Q: 3 clusters Score -5501490 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59140 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5502576.000000 Penalty: 3574.325684
	Iteration 10Q: 3 clusters Score -5502576 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59481 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5502908.000000 Penalty: 3574.325684
	Iteration 11Q: 3 clusters Score -5502908 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59562 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -5503030.000000 Penalty: 3574.325684
	Iteration 12Q: 3 clusters Score -5503030 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59584 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -5503087.000000 Penalty: 3574.325684
	Iteration 13Q: 3 clusters Score -5503087 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59601 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -5503127.000000 Penalty: 3574.325684
	Iteration 14Q: 3 clusters Score -5503127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59603 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -5503137.000000 Penalty: 3574.325684
	Iteration 15Q: 3 clusters Score -5503137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59608 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -5503152.500000 Penalty: 3574.325684
	Iteration 16Q: 3 clusters Score -5503152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -5503164.500000 Penalty: 3574.325684
	Iteration 17Q: 3 clusters Score -5503164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -5503171.000000 Penalty: 3574.325684
	Iteration 18Q: 3 clusters Score -5503171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -5503182.000000 Penalty: 3574.325684
	Iteration 19Q: 3 clusters Score -5503182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59612 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -5503184.000000 Penalty: 3574.325684
	Iteration 20F: 3 clusters Score -5503184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59613 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -5503188.000000 Penalty: 3574.325684
	Iteration 21Q: 3 clusters Score -5503188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59612 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -5503191.000000 Penalty: 3574.325684
	Iteration 22Q: 3 clusters Score -5503191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59613 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -5503194.500000 Penalty: 3574.325684
	Iteration 23Q: 3 clusters Score -5503194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59616 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -5503196.000000 Penalty: 3574.325684
	Iteration 24Q: 3 clusters Score -5503196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59617 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -5503201.500000 Penalty: 3574.325684
	Iteration 25Q: 3 clusters Score -5503202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59617 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -5503201.500000 Penalty: 3574.325684
	Iteration 26F: 3 clusters Score -5503202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -27632.052734 Penalty: 937.352173
	Iteration 0F: 2 clusters Score -27632.05 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 159 members 
Entering Unmasked Estep 
Score: -26719.091797 Penalty: 1874.704346
	Iteration 0F: 3 clusters Score -26719.09 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -26787.023438 Penalty: 1874.704346
	Iteration 1F: 3 clusters Score -26787.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -26816.531250 Penalty: 1874.704346
	Iteration 2Q: 3 clusters Score -26816.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -26836.144531 Penalty: 1874.704346
	Iteration 3Q: 3 clusters Score -26836.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -26843.923828 Penalty: 1874.704346
	Iteration 4Q: 3 clusters Score -26843.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26848.648438 Penalty: 1874.704346
	Iteration 5Q: 3 clusters Score -26848.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26849.095703 Penalty: 1874.704346
	Iteration 6Q: 3 clusters Score -26849.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26849.095703 Penalty: 1874.704346
	Iteration 7F: 3 clusters Score -26849.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Entering Unmasked Estep 
Score: -91233.851562 Penalty: 1165.019409
	Iteration 0F: 2 clusters Score -91233.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -89632.671875 Penalty: 2330.038818
	Iteration 0F: 3 clusters Score -89632.67 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -90224.867188 Penalty: 2330.038818
	Iteration 1F: 3 clusters Score -90224.87 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -90670.289062 Penalty: 2330.038818
	Iteration 2F: 3 clusters Score -90670.29 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -90884.828125 Penalty: 2330.038818
	Iteration 3F: 3 clusters Score -90884.83 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -91004.000000 Penalty: 2330.038818
	Iteration 4F: 3 clusters Score -91004 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -91098.507812 Penalty: 2330.038818
	Iteration 5Q: 3 clusters Score -91098.51 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -91135.648438 Penalty: 2330.038818
	Iteration 6Q: 3 clusters Score -91135.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -91158.734375 Penalty: 2330.038818
	Iteration 7Q: 3 clusters Score -91158.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -91192.085938 Penalty: 2330.038818
	Iteration 8Q: 3 clusters Score -91192.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -91225.914062 Penalty: 2330.038818
	Iteration 9Q: 3 clusters Score -91225.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -91252.937500 Penalty: 2330.038818
	Iteration 10Q: 3 clusters Score -91252.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -91275.554688 Penalty: 2330.038818
	Iteration 11Q: 3 clusters Score -91275.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -91290.039062 Penalty: 2330.038818
	Iteration 12Q: 3 clusters Score -91290.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -91306.796875 Penalty: 2330.038818
	Iteration 13Q: 3 clusters Score -91306.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -91311.421875 Penalty: 2330.038818
	Iteration 14Q: 3 clusters Score -91311.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -91316.390625 Penalty: 2330.038818
	Iteration 15Q: 3 clusters Score -91316.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -91318.507812 Penalty: 2330.038818
	Iteration 16Q: 3 clusters Score -91318.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -91319.812500 Penalty: 2330.038818
	Iteration 17Q: 3 clusters Score -91319.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -91319.812500 Penalty: 2330.038818
	Iteration 18F: 3 clusters Score -91319.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27231 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 115304 members 
Mstep: Class 7 contains 124379 members 
Mstep: Class 8 contains 27401 members 
Mstep: Class 9 contains 63850 members 
Mstep: Class 10 contains 15244 members 
Mstep: Class 11 contains 3488 members 
Mstep: Class 12 contains 59750 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 876 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40016 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13624 members 
Mstep: Class 22 contains 6868 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10496 members 
Mstep: Class 26 contains 19290 members 
Mstep: Class 27 contains 73389 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 7894 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7187 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8970 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12891 members 
Mstep: Class 41 contains 6830 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41079 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 80710 members 
Mstep: Class 51 contains 423 members 
Entering Unmasked Estep 
Score: -84474344.000000 Penalty: 114143.289062
Splitting cluster 14 changes total score from -84475352.000000 to -84474344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (2083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Entering Unmasked Estep 
Score: -176946.281250 Penalty: 1241.754150
	Iteration 0F: 2 clusters Score -176946.3 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 1026 members 
Entering Unmasked Estep 
Score: -174786.453125 Penalty: 2483.508301
	Iteration 0F: 3 clusters Score -174786.5 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -175328.765625 Penalty: 2483.508301
	Iteration 1F: 3 clusters Score -175328.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -175458.234375 Penalty: 2483.508301
	Iteration 2F: 3 clusters Score -175458.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -175541.171875 Penalty: 2483.508301
	Iteration 3F: 3 clusters Score -175541.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -175611.640625 Penalty: 2483.508301
	Iteration 4Q: 3 clusters Score -175611.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -175681.750000 Penalty: 2483.508301
	Iteration 5Q: 3 clusters Score -175681.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -175760.062500 Penalty: 2483.508301
	Iteration 6Q: 3 clusters Score -175760.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -175810.468750 Penalty: 2483.508301
	Iteration 7Q: 3 clusters Score -175810.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -175843.984375 Penalty: 2483.508301
	Iteration 8Q: 3 clusters Score -175844 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -175867.328125 Penalty: 2483.508301
	Iteration 9Q: 3 clusters Score -175867.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -175891.093750 Penalty: 2483.508301
	Iteration 10Q: 3 clusters Score -175891.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -175912.656250 Penalty: 2483.508301
	Iteration 11Q: 3 clusters Score -175912.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -175932.453125 Penalty: 2483.508301
	Iteration 12Q: 3 clusters Score -175932.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -175952.343750 Penalty: 2483.508301
	Iteration 13Q: 3 clusters Score -175952.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -175975.953125 Penalty: 2483.508301
	Iteration 14Q: 3 clusters Score -175976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -175992.640625 Penalty: 2483.508301
	Iteration 15Q: 3 clusters Score -175992.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -176014.546875 Penalty: 2483.508301
	Iteration 16Q: 3 clusters Score -176014.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -176036.093750 Penalty: 2483.508301
	Iteration 17Q: 3 clusters Score -176036.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -176071.140625 Penalty: 2483.508301
	Iteration 18Q: 3 clusters Score -176071.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -176105.906250 Penalty: 2483.508301
	Iteration 19Q: 3 clusters Score -176105.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -176138.562500 Penalty: 2483.508301
	Iteration 20F: 3 clusters Score -176138.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -176180.796875 Penalty: 2483.508301
	Iteration 21Q: 3 clusters Score -176180.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -176215.015625 Penalty: 2483.508301
	Iteration 22Q: 3 clusters Score -176215 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -176242.453125 Penalty: 2483.508301
	Iteration 23Q: 3 clusters Score -176242.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -176271.390625 Penalty: 2483.508301
	Iteration 24Q: 3 clusters Score -176271.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -176302.593750 Penalty: 2483.508301
	Iteration 25Q: 3 clusters Score -176302.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -176335.765625 Penalty: 2483.508301
	Iteration 26Q: 3 clusters Score -176335.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -176363.625000 Penalty: 2483.508301
	Iteration 27Q: 3 clusters Score -176363.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -176386.218750 Penalty: 2483.508301
	Iteration 28Q: 3 clusters Score -176386.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -176396.562500 Penalty: 2483.508301
	Iteration 29Q: 3 clusters Score -176396.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -176404.421875 Penalty: 2483.508301
	Iteration 30Q: 3 clusters Score -176404.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -176415.562500 Penalty: 2483.508301
	Iteration 31Q: 3 clusters Score -176415.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -176426.562500 Penalty: 2483.508301
	Iteration 32Q: 3 clusters Score -176426.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -176434.578125 Penalty: 2483.508301
	Iteration 33Q: 3 clusters Score -176434.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -176440.000000 Penalty: 2483.508301
	Iteration 34Q: 3 clusters Score -176440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -176449.156250 Penalty: 2483.508301
	Iteration 35Q: 3 clusters Score -176449.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -176456.031250 Penalty: 2483.508301
	Iteration 36Q: 3 clusters Score -176456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -176463.687500 Penalty: 2483.508301
	Iteration 37Q: 3 clusters Score -176463.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -176470.390625 Penalty: 2483.508301
	Iteration 38Q: 3 clusters Score -176470.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -176471.984375 Penalty: 2483.508301
	Iteration 39Q: 3 clusters Score -176472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -176472.359375 Penalty: 2483.508301
	Iteration 40F: 3 clusters Score -176472.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -176474.703125 Penalty: 2483.508301
	Iteration 41Q: 3 clusters Score -176474.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -176474.953125 Penalty: 2483.508301
	Iteration 42Q: 3 clusters Score -176475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -176474.953125 Penalty: 2483.508301
	Iteration 43F: 3 clusters Score -176475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Entering Unmasked Estep 
Score: -3647707.250000 Penalty: 1722.018066
	Iteration 0F: 2 clusters Score -3647707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -3621103.750000 Penalty: 3444.036133
	Iteration 0F: 3 clusters Score -3621104 nChanged 18697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -3631776.000000 Penalty: 3444.036133
	Iteration 1F: 3 clusters Score -3631776 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -3632339.000000 Penalty: 3444.036133
	Iteration 2Q: 3 clusters Score -3632339 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -3632857.500000 Penalty: 3444.036133
	Iteration 3Q: 3 clusters Score -3632858 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -3633376.250000 Penalty: 3444.036133
	Iteration 4Q: 3 clusters Score -3633376 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -3633985.000000 Penalty: 3444.036133
	Iteration 5Q: 3 clusters Score -3633985 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -3634731.500000 Penalty: 3444.036133
	Iteration 6Q: 3 clusters Score -3634732 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -3635690.500000 Penalty: 3444.036133
	Iteration 7Q: 3 clusters Score -3635690 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -3636948.750000 Penalty: 3444.036133
	Iteration 8Q: 3 clusters Score -3636949 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -3638415.500000 Penalty: 3444.036133
	Iteration 9F: 3 clusters Score -3638416 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -3639806.250000 Penalty: 3444.036133
	Iteration 10Q: 3 clusters Score -3639806 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -3640873.000000 Penalty: 3444.036133
	Iteration 11Q: 3 clusters Score -3640873 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -3641631.250000 Penalty: 3444.036133
	Iteration 12Q: 3 clusters Score -3641631 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -3642176.250000 Penalty: 3444.036133
	Iteration 13Q: 3 clusters Score -3642176 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -3642684.250000 Penalty: 3444.036133
	Iteration 14Q: 3 clusters Score -3642684 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -3643178.750000 Penalty: 3444.036133
	Iteration 15Q: 3 clusters Score -3643179 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -3643678.000000 Penalty: 3444.036133
	Iteration 16Q: 3 clusters Score -3643678 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -3644141.000000 Penalty: 3444.036133
	Iteration 17Q: 3 clusters Score -3644141 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -3644534.250000 Penalty: 3444.036133
	Iteration 18Q: 3 clusters Score -3644534 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -3644904.500000 Penalty: 3444.036133
	Iteration 19Q: 3 clusters Score -3644904 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -3645232.500000 Penalty: 3444.036133
	Iteration 20F: 3 clusters Score -3645232 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3645512.000000 Penalty: 3444.036133
	Iteration 21Q: 3 clusters Score -3645512 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3645708.000000 Penalty: 3444.036133
	Iteration 22Q: 3 clusters Score -3645708 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38472 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3645864.000000 Penalty: 3444.036133
	Iteration 23Q: 3 clusters Score -3645864 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3645994.500000 Penalty: 3444.036133
	Iteration 24Q: 3 clusters Score -3645994 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3646073.750000 Penalty: 3444.036133
	Iteration 25Q: 3 clusters Score -3646074 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3646125.750000 Penalty: 3444.036133
	Iteration 26Q: 3 clusters Score -3646126 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3646177.750000 Penalty: 3444.036133
	Iteration 27Q: 3 clusters Score -3646178 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3646236.750000 Penalty: 3444.036133
	Iteration 28Q: 3 clusters Score -3646237 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3646289.250000 Penalty: 3444.036133
	Iteration 29Q: 3 clusters Score -3646289 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3646324.250000 Penalty: 3444.036133
	Iteration 30Q: 3 clusters Score -3646324 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3646338.000000 Penalty: 3444.036133
	Iteration 31Q: 3 clusters Score -3646338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3646352.750000 Penalty: 3444.036133
	Iteration 32Q: 3 clusters Score -3646353 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3646371.000000 Penalty: 3444.036133
	Iteration 33Q: 3 clusters Score -3646371 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3646387.500000 Penalty: 3444.036133
	Iteration 34Q: 3 clusters Score -3646388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3646392.500000 Penalty: 3444.036133
	Iteration 35Q: 3 clusters Score -3646392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3646405.500000 Penalty: 3444.036133
	Iteration 36Q: 3 clusters Score -3646406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3646410.750000 Penalty: 3444.036133
	Iteration 37Q: 3 clusters Score -3646411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3646418.250000 Penalty: 3444.036133
	Iteration 38Q: 3 clusters Score -3646418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3646426.000000 Penalty: 3444.036133
	Iteration 39Q: 3 clusters Score -3646426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3646432.000000 Penalty: 3444.036133
	Iteration 40F: 3 clusters Score -3646432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3646438.000000 Penalty: 3444.036133
	Iteration 41Q: 3 clusters Score -3646438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3646441.000000 Penalty: 3444.036133
	Iteration 42Q: 3 clusters Score -3646441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3646447.000000 Penalty: 3444.036133
	Iteration 43Q: 3 clusters Score -3646447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3646452.750000 Penalty: 3444.036133
	Iteration 44Q: 3 clusters Score -3646453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3646458.750000 Penalty: 3444.036133
	Iteration 45Q: 3 clusters Score -3646459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3646462.000000 Penalty: 3444.036133
	Iteration 46Q: 3 clusters Score -3646462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3646463.500000 Penalty: 3444.036133
	Iteration 47Q: 3 clusters Score -3646464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3646470.000000 Penalty: 3444.036133
	Iteration 48Q: 3 clusters Score -3646470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3646477.250000 Penalty: 3444.036133
	Iteration 49Q: 3 clusters Score -3646477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39498 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3646477.500000 Penalty: 3444.036133
	Iteration 50Q: 3 clusters Score -3646478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3646476.000000 Penalty: 3444.036133
	Iteration 51Q: 3 clusters Score -3646476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3646484.750000 Penalty: 3444.036133
	Iteration 52Q: 3 clusters Score -3646485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3646482.000000 Penalty: 3444.036133
	Iteration 53Q: 3 clusters Score -3646482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3646484.250000 Penalty: 3444.036133
	Iteration 54Q: 3 clusters Score -3646484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3646484.250000 Penalty: 3444.036133
	Iteration 55F: 3 clusters Score -3646484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Entering Unmasked Estep 
Score: -560723.375000 Penalty: 1419.549072
	Iteration 0F: 2 clusters Score -560723.4 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 3155 members 
Entering Unmasked Estep 
Score: -556010.687500 Penalty: 2839.098145
	Iteration 0F: 3 clusters Score -556010.7 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -557608.437500 Penalty: 2839.098145
	Iteration 1F: 3 clusters Score -557608.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -558000.187500 Penalty: 2839.098145
	Iteration 2F: 3 clusters Score -558000.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -558321.312500 Penalty: 2839.098145
	Iteration 3F: 3 clusters Score -558321.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -558705.812500 Penalty: 2839.098145
	Iteration 4F: 3 clusters Score -558705.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -559215.750000 Penalty: 2839.098145
	Iteration 5F: 3 clusters Score -559215.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -559796.437500 Penalty: 2839.098145
	Iteration 6F: 3 clusters Score -559796.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -560190.687500 Penalty: 2839.098145
	Iteration 7F: 3 clusters Score -560190.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -560378.687500 Penalty: 2839.098145
	Iteration 8Q: 3 clusters Score -560378.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -560458.437500 Penalty: 2839.098145
	Iteration 9Q: 3 clusters Score -560458.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -560505.500000 Penalty: 2839.098145
	Iteration 10Q: 3 clusters Score -560505.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -560531.312500 Penalty: 2839.098145
	Iteration 11Q: 3 clusters Score -560531.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -560542.312500 Penalty: 2839.098145
	Iteration 12Q: 3 clusters Score -560542.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -560549.937500 Penalty: 2839.098145
	Iteration 13Q: 3 clusters Score -560549.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -560555.750000 Penalty: 2839.098145
	Iteration 14Q: 3 clusters Score -560555.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -560560.500000 Penalty: 2839.098145
	Iteration 15Q: 3 clusters Score -560560.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -560564.125000 Penalty: 2839.098145
	Iteration 16Q: 3 clusters Score -560564.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -560566.687500 Penalty: 2839.098145
	Iteration 17Q: 3 clusters Score -560566.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -560567.125000 Penalty: 2839.098145
	Iteration 18Q: 3 clusters Score -560567.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -560567.875000 Penalty: 2839.098145
	Iteration 19Q: 3 clusters Score -560567.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -560569.687500 Penalty: 2839.098145
	Iteration 20F: 3 clusters Score -560569.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -560570.750000 Penalty: 2839.098145
	Iteration 21Q: 3 clusters Score -560570.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -560571.750000 Penalty: 2839.098145
	Iteration 22Q: 3 clusters Score -560571.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -560572.625000 Penalty: 2839.098145
	Iteration 23Q: 3 clusters Score -560572.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -560572.875000 Penalty: 2839.098145
	Iteration 24Q: 3 clusters Score -560572.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -560572.875000 Penalty: 2839.098145
	Iteration 25F: 3 clusters Score -560572.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (59430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59430 members 
Entering Unmasked Estep 
Score: -5459560.500000 Penalty: 1786.290161
	Iteration 0F: 2 clusters Score -5459560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -5419831.000000 Penalty: 3572.580322
	Iteration 0F: 3 clusters Score -5419831 nChanged 27979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -5436050.500000 Penalty: 3572.580322
	Iteration 1F: 3 clusters Score -5436050 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -5436826.500000 Penalty: 3572.580322
	Iteration 2Q: 3 clusters Score -5436826 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -5438042.000000 Penalty: 3572.580322
	Iteration 3Q: 3 clusters Score -5438042 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -5440272.500000 Penalty: 3572.580322
	Iteration 4F: 3 clusters Score -5440272 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -5444108.500000 Penalty: 3572.580322
	Iteration 5F: 3 clusters Score -5444108 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 50956 members 
Entering Unmasked Estep 
Score: -5449416.000000 Penalty: 3572.580322
	Iteration 6F: 3 clusters Score -5449416 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 55627 members 
Entering Unmasked Estep 
Score: -5454197.500000 Penalty: 3572.580322
	Iteration 7F: 3 clusters Score -5454198 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 58154 members 
Entering Unmasked Estep 
Score: -5456734.000000 Penalty: 3572.580322
	Iteration 8Q: 3 clusters Score -5456734 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 59009 members 
Entering Unmasked Estep 
Score: -5457543.000000 Penalty: 3572.580322
	Iteration 9Q: 3 clusters Score -5457543 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 59232 members 
Entering Unmasked Estep 
Score: -5457802.000000 Penalty: 3572.580322
	Iteration 10Q: 3 clusters Score -5457802 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 59284 members 
Entering Unmasked Estep 
Score: -5457873.500000 Penalty: 3572.580322
	Iteration 11Q: 3 clusters Score -5457874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 59299 members 
Entering Unmasked Estep 
Score: -5457920.500000 Penalty: 3572.580322
	Iteration 12Q: 3 clusters Score -5457920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 59306 members 
Entering Unmasked Estep 
Score: -5457939.000000 Penalty: 3572.580322
	Iteration 13Q: 3 clusters Score -5457939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 59308 members 
Entering Unmasked Estep 
Score: -5457957.500000 Penalty: 3572.580322
	Iteration 14Q: 3 clusters Score -5457958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 59308 members 
Entering Unmasked Estep 
Score: -5457969.500000 Penalty: 3572.580322
	Iteration 15Q: 3 clusters Score -5457970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 59308 members 
Entering Unmasked Estep 
Score: -5457967.500000 Penalty: 3572.580322
	Iteration 16Q: 3 clusters Score -5457968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 59308 members 
Entering Unmasked Estep 
Score: -5457966.500000 Penalty: 3572.580322
	Iteration 17Q: 3 clusters Score -5457966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 59308 members 
Entering Unmasked Estep 
Score: -5457966.500000 Penalty: 3572.580322
	Iteration 18F: 3 clusters Score -5457966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Entering Unmasked Estep 
Score: -548207.312500 Penalty: 1417.286865
	Iteration 0F: 2 clusters Score -548207.3 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 3074 members 
Entering Unmasked Estep 
Score: -543492.687500 Penalty: 2834.573730
	Iteration 0F: 3 clusters Score -543492.7 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -544807.562500 Penalty: 2834.573730
	Iteration 1F: 3 clusters Score -544807.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -544980.750000 Penalty: 2834.573730
	Iteration 2F: 3 clusters Score -544980.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -545111.500000 Penalty: 2834.573730
	Iteration 3Q: 3 clusters Score -545111.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -545229.125000 Penalty: 2834.573730
	Iteration 4Q: 3 clusters Score -545229.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -545336.500000 Penalty: 2834.573730
	Iteration 5Q: 3 clusters Score -545336.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -545452.125000 Penalty: 2834.573730
	Iteration 6Q: 3 clusters Score -545452.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -545569.375000 Penalty: 2834.573730
	Iteration 7Q: 3 clusters Score -545569.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -545689.562500 Penalty: 2834.573730
	Iteration 8Q: 3 clusters Score -545689.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -545796.250000 Penalty: 2834.573730
	Iteration 9Q: 3 clusters Score -545796.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -545916.687500 Penalty: 2834.573730
	Iteration 10Q: 3 clusters Score -545916.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -546043.500000 Penalty: 2834.573730
	Iteration 11Q: 3 clusters Score -546043.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -546182.125000 Penalty: 2834.573730
	Iteration 12Q: 3 clusters Score -546182.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -546330.750000 Penalty: 2834.573730
	Iteration 13Q: 3 clusters Score -546330.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -546450.625000 Penalty: 2834.573730
	Iteration 14Q: 3 clusters Score -546450.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -546551.187500 Penalty: 2834.573730
	Iteration 15Q: 3 clusters Score -546551.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -546632.937500 Penalty: 2834.573730
	Iteration 16Q: 3 clusters Score -546632.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -546706.375000 Penalty: 2834.573730
	Iteration 17Q: 3 clusters Score -546706.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -546764.937500 Penalty: 2834.573730
	Iteration 18Q: 3 clusters Score -546764.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -546806.812500 Penalty: 2834.573730
	Iteration 19Q: 3 clusters Score -546806.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -546849.312500 Penalty: 2834.573730
	Iteration 20F: 3 clusters Score -546849.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -546898.500000 Penalty: 2834.573730
	Iteration 21Q: 3 clusters Score -546898.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -546936.750000 Penalty: 2834.573730
	Iteration 22Q: 3 clusters Score -546936.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -546963.500000 Penalty: 2834.573730
	Iteration 23Q: 3 clusters Score -546963.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -546977.437500 Penalty: 2834.573730
	Iteration 24Q: 3 clusters Score -546977.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -546982.625000 Penalty: 2834.573730
	Iteration 25Q: 3 clusters Score -546982.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -546985.062500 Penalty: 2834.573730
	Iteration 26Q: 3 clusters Score -546985.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -546986.437500 Penalty: 2834.573730
	Iteration 27Q: 3 clusters Score -546986.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -546987.312500 Penalty: 2834.573730
	Iteration 28Q: 3 clusters Score -546987.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -546987.187500 Penalty: 2834.573730
	Iteration 29Q: 3 clusters Score -546987.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -546987.562500 Penalty: 2834.573730
	Iteration 30Q: 3 clusters Score -546987.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -546987.562500 Penalty: 2834.573730
	Iteration 31F: 3 clusters Score -546987.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Entering Unmasked Estep 
Score: -1091242.500000 Penalty: 1539.763794
	Iteration 0F: 2 clusters Score -1091242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1082093.750000 Penalty: 3079.527588
	Iteration 0F: 3 clusters Score -1082094 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1085497.000000 Penalty: 3079.527588
	Iteration 1F: 3 clusters Score -1085497 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1085977.250000 Penalty: 3079.527588
	Iteration 2F: 3 clusters Score -1085977 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1086424.375000 Penalty: 3079.527588
	Iteration 3F: 3 clusters Score -1086424 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1086891.250000 Penalty: 3079.527588
	Iteration 4F: 3 clusters Score -1086891 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1087423.750000 Penalty: 3079.527588
	Iteration 5F: 3 clusters Score -1087424 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1087921.125000 Penalty: 3079.527588
	Iteration 6F: 3 clusters Score -1087921 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1088302.875000 Penalty: 3079.527588
	Iteration 7Q: 3 clusters Score -1088303 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1088598.500000 Penalty: 3079.527588
	Iteration 8Q: 3 clusters Score -1088598 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1088840.625000 Penalty: 3079.527588
	Iteration 9Q: 3 clusters Score -1088841 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1088983.500000 Penalty: 3079.527588
	Iteration 10Q: 3 clusters Score -1088984 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1089079.000000 Penalty: 3079.527588
	Iteration 11Q: 3 clusters Score -1089079 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1089155.000000 Penalty: 3079.527588
	Iteration 12Q: 3 clusters Score -1089155 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1089203.125000 Penalty: 3079.527588
	Iteration 13Q: 3 clusters Score -1089203 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1089245.375000 Penalty: 3079.527588
	Iteration 14Q: 3 clusters Score -1089245 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1089273.875000 Penalty: 3079.527588
	Iteration 15Q: 3 clusters Score -1089274 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1089313.125000 Penalty: 3079.527588
	Iteration 16Q: 3 clusters Score -1089313 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1089335.625000 Penalty: 3079.527588
	Iteration 17Q: 3 clusters Score -1089336 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1089366.500000 Penalty: 3079.527588
	Iteration 18Q: 3 clusters Score -1089366 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1089401.750000 Penalty: 3079.527588
	Iteration 19Q: 3 clusters Score -1089402 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1089435.625000 Penalty: 3079.527588
	Iteration 20F: 3 clusters Score -1089436 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1089465.875000 Penalty: 3079.527588
	Iteration 21Q: 3 clusters Score -1089466 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1089500.750000 Penalty: 3079.527588
	Iteration 22Q: 3 clusters Score -1089501 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1089540.000000 Penalty: 3079.527588
	Iteration 23Q: 3 clusters Score -1089540 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1089571.750000 Penalty: 3079.527588
	Iteration 24Q: 3 clusters Score -1089572 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1089610.750000 Penalty: 3079.527588
	Iteration 25Q: 3 clusters Score -1089611 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1089657.875000 Penalty: 3079.527588
	Iteration 26Q: 3 clusters Score -1089658 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1089695.625000 Penalty: 3079.527588
	Iteration 27Q: 3 clusters Score -1089696 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1089745.125000 Penalty: 3079.527588
	Iteration 28Q: 3 clusters Score -1089745 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1089801.500000 Penalty: 3079.527588
	Iteration 29Q: 3 clusters Score -1089802 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1089858.500000 Penalty: 3079.527588
	Iteration 30Q: 3 clusters Score -1089858 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1089912.625000 Penalty: 3079.527588
	Iteration 31Q: 3 clusters Score -1089913 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1089964.125000 Penalty: 3079.527588
	Iteration 32Q: 3 clusters Score -1089964 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1090024.500000 Penalty: 3079.527588
	Iteration 33Q: 3 clusters Score -1090024 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1090078.875000 Penalty: 3079.527588
	Iteration 34Q: 3 clusters Score -1090079 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1090122.375000 Penalty: 3079.527588
	Iteration 35Q: 3 clusters Score -1090122 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1090168.375000 Penalty: 3079.527588
	Iteration 36Q: 3 clusters Score -1090168 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1090216.375000 Penalty: 3079.527588
	Iteration 37Q: 3 clusters Score -1090216 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1090268.250000 Penalty: 3079.527588
	Iteration 38Q: 3 clusters Score -1090268 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1090296.625000 Penalty: 3079.527588
	Iteration 39Q: 3 clusters Score -1090297 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1090318.875000 Penalty: 3079.527588
	Iteration 40F: 3 clusters Score -1090319 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1090344.500000 Penalty: 3079.527588
	Iteration 41Q: 3 clusters Score -1090344 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1090364.875000 Penalty: 3079.527588
	Iteration 42Q: 3 clusters Score -1090365 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1090388.750000 Penalty: 3079.527588
	Iteration 43Q: 3 clusters Score -1090389 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1090400.500000 Penalty: 3079.527588
	Iteration 44Q: 3 clusters Score -1090400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1090409.875000 Penalty: 3079.527588
	Iteration 45Q: 3 clusters Score -1090410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1090416.500000 Penalty: 3079.527588
	Iteration 46Q: 3 clusters Score -1090416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1090419.625000 Penalty: 3079.527588
	Iteration 47Q: 3 clusters Score -1090420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1090425.875000 Penalty: 3079.527588
	Iteration 48Q: 3 clusters Score -1090426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1090431.625000 Penalty: 3079.527588
	Iteration 49Q: 3 clusters Score -1090432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1090437.500000 Penalty: 3079.527588
	Iteration 50Q: 3 clusters Score -1090438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1090439.500000 Penalty: 3079.527588
	Iteration 51Q: 3 clusters Score -1090440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1090440.375000 Penalty: 3079.527588
	Iteration 52Q: 3 clusters Score -1090440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1090439.750000 Penalty: 3079.527588
	Iteration 53Q: 3 clusters Score -1090440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1090439.875000 Penalty: 3079.527588
	Iteration 54Q: 3 clusters Score -1090440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1090439.875000 Penalty: 3079.527588
	Iteration 55F: 3 clusters Score -1090440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -1262342.000000 Penalty: 1546.933105
	Iteration 0F: 2 clusters Score -1262342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1252786.750000 Penalty: 3093.866211
	Iteration 0F: 3 clusters Score -1252787 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1256002.250000 Penalty: 3093.866211
	Iteration 1F: 3 clusters Score -1256002 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1256292.625000 Penalty: 3093.866211
	Iteration 2F: 3 clusters Score -1256293 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1256541.375000 Penalty: 3093.866211
	Iteration 3Q: 3 clusters Score -1256541 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1256754.875000 Penalty: 3093.866211
	Iteration 4Q: 3 clusters Score -1256755 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1257028.375000 Penalty: 3093.866211
	Iteration 5Q: 3 clusters Score -1257028 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1257363.750000 Penalty: 3093.866211
	Iteration 6Q: 3 clusters Score -1257364 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1257778.000000 Penalty: 3093.866211
	Iteration 7Q: 3 clusters Score -1257778 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1258311.375000 Penalty: 3093.866211
	Iteration 8F: 3 clusters Score -1258311 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1258934.875000 Penalty: 3093.866211
	Iteration 9F: 3 clusters Score -1258935 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1259539.875000 Penalty: 3093.866211
	Iteration 10F: 3 clusters Score -1259540 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1260049.375000 Penalty: 3093.866211
	Iteration 11Q: 3 clusters Score -1260049 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1260424.375000 Penalty: 3093.866211
	Iteration 12Q: 3 clusters Score -1260424 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1260640.250000 Penalty: 3093.866211
	Iteration 13Q: 3 clusters Score -1260640 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1260775.875000 Penalty: 3093.866211
	Iteration 14Q: 3 clusters Score -1260776 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1260867.750000 Penalty: 3093.866211
	Iteration 15Q: 3 clusters Score -1260868 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1260933.500000 Penalty: 3093.866211
	Iteration 16Q: 3 clusters Score -1260934 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1260968.250000 Penalty: 3093.866211
	Iteration 17Q: 3 clusters Score -1260968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1260994.625000 Penalty: 3093.866211
	Iteration 18Q: 3 clusters Score -1260995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1261006.125000 Penalty: 3093.866211
	Iteration 19Q: 3 clusters Score -1261006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1261012.875000 Penalty: 3093.866211
	Iteration 20F: 3 clusters Score -1261013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1261020.500000 Penalty: 3093.866211
	Iteration 21Q: 3 clusters Score -1261020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1261028.500000 Penalty: 3093.866211
	Iteration 22Q: 3 clusters Score -1261028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1261033.625000 Penalty: 3093.866211
	Iteration 23Q: 3 clusters Score -1261034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1261035.500000 Penalty: 3093.866211
	Iteration 24Q: 3 clusters Score -1261036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1261038.250000 Penalty: 3093.866211
	Iteration 25Q: 3 clusters Score -1261038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1261039.250000 Penalty: 3093.866211
	Iteration 26Q: 3 clusters Score -1261039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1261038.500000 Penalty: 3093.866211
	Iteration 27Q: 3 clusters Score -1261038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1261038.500000 Penalty: 3093.866211
	Iteration 28F: 3 clusters Score -1261038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Entering Unmasked Estep 
Score: -621214.500000 Penalty: 1435.627075
	Iteration 0F: 2 clusters Score -621214.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -616038.062500 Penalty: 2871.254150
	Iteration 0F: 3 clusters Score -616038.1 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -617642.375000 Penalty: 2871.254150
	Iteration 1F: 3 clusters Score -617642.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -617914.312500 Penalty: 2871.254150
	Iteration 2F: 3 clusters Score -617914.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -618144.125000 Penalty: 2871.254150
	Iteration 3F: 3 clusters Score -618144.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -618423.187500 Penalty: 2871.254150
	Iteration 4F: 3 clusters Score -618423.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -618725.187500 Penalty: 2871.254150
	Iteration 5F: 3 clusters Score -618725.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -619011.125000 Penalty: 2871.254150
	Iteration 6F: 3 clusters Score -619011.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -619254.937500 Penalty: 2871.254150
	Iteration 7F: 3 clusters Score -619254.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -619497.812500 Penalty: 2871.254150
	Iteration 8Q: 3 clusters Score -619497.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -619743.312500 Penalty: 2871.254150
	Iteration 9Q: 3 clusters Score -619743.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -619950.875000 Penalty: 2871.254150
	Iteration 10Q: 3 clusters Score -619950.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -620098.687500 Penalty: 2871.254150
	Iteration 11Q: 3 clusters Score -620098.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -620179.125000 Penalty: 2871.254150
	Iteration 12Q: 3 clusters Score -620179.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -620222.312500 Penalty: 2871.254150
	Iteration 13Q: 3 clusters Score -620222.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -620254.437500 Penalty: 2871.254150
	Iteration 14Q: 3 clusters Score -620254.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -620274.250000 Penalty: 2871.254150
	Iteration 15Q: 3 clusters Score -620274.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -620291.812500 Penalty: 2871.254150
	Iteration 16Q: 3 clusters Score -620291.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -620298.937500 Penalty: 2871.254150
	Iteration 17Q: 3 clusters Score -620298.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -620302.375000 Penalty: 2871.254150
	Iteration 18Q: 3 clusters Score -620302.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -620306.000000 Penalty: 2871.254150
	Iteration 19Q: 3 clusters Score -620306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -620307.625000 Penalty: 2871.254150
	Iteration 20F: 3 clusters Score -620307.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -620308.437500 Penalty: 2871.254150
	Iteration 21Q: 3 clusters Score -620308.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -620309.687500 Penalty: 2871.254150
	Iteration 22Q: 3 clusters Score -620309.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -620309.625000 Penalty: 2871.254150
	Iteration 23Q: 3 clusters Score -620309.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -620308.375000 Penalty: 2871.254150
	Iteration 24Q: 3 clusters Score -620308.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -620308.375000 Penalty: 2871.254150
	Iteration 25F: 3 clusters Score -620308.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Entering Unmasked Estep 
Score: -507054.093750 Penalty: 1417.973999
	Iteration 0F: 2 clusters Score -507054.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -502323.937500 Penalty: 2835.947998
	Iteration 0F: 3 clusters Score -502323.9 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -503841.000000 Penalty: 2835.947998
	Iteration 1F: 3 clusters Score -503841 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -504189.812500 Penalty: 2835.947998
	Iteration 2F: 3 clusters Score -504189.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -504555.500000 Penalty: 2835.947998
	Iteration 3F: 3 clusters Score -504555.5 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -504892.031250 Penalty: 2835.947998
	Iteration 4F: 3 clusters Score -504892 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -505204.906250 Penalty: 2835.947998
	Iteration 5F: 3 clusters Score -505204.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -505442.156250 Penalty: 2835.947998
	Iteration 6F: 3 clusters Score -505442.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -505591.593750 Penalty: 2835.947998
	Iteration 7Q: 3 clusters Score -505591.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -505720.031250 Penalty: 2835.947998
	Iteration 8Q: 3 clusters Score -505720 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -505792.093750 Penalty: 2835.947998
	Iteration 9Q: 3 clusters Score -505792.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -505834.593750 Penalty: 2835.947998
	Iteration 10Q: 3 clusters Score -505834.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -505863.468750 Penalty: 2835.947998
	Iteration 11Q: 3 clusters Score -505863.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -505892.875000 Penalty: 2835.947998
	Iteration 12Q: 3 clusters Score -505892.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -505918.062500 Penalty: 2835.947998
	Iteration 13Q: 3 clusters Score -505918.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -505936.375000 Penalty: 2835.947998
	Iteration 14Q: 3 clusters Score -505936.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -505950.968750 Penalty: 2835.947998
	Iteration 15Q: 3 clusters Score -505951 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -505960.000000 Penalty: 2835.947998
	Iteration 16Q: 3 clusters Score -505960 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -505967.656250 Penalty: 2835.947998
	Iteration 17Q: 3 clusters Score -505967.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -505972.281250 Penalty: 2835.947998
	Iteration 18Q: 3 clusters Score -505972.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -505975.843750 Penalty: 2835.947998
	Iteration 19Q: 3 clusters Score -505975.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -505982.250000 Penalty: 2835.947998
	Iteration 20F: 3 clusters Score -505982.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -505986.218750 Penalty: 2835.947998
	Iteration 21Q: 3 clusters Score -505986.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -505988.968750 Penalty: 2835.947998
	Iteration 22Q: 3 clusters Score -505989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -505990.187500 Penalty: 2835.947998
	Iteration 23Q: 3 clusters Score -505990.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -505993.250000 Penalty: 2835.947998
	Iteration 24Q: 3 clusters Score -505993.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -505996.968750 Penalty: 2835.947998
	Iteration 25Q: 3 clusters Score -505997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -506000.156250 Penalty: 2835.947998
	Iteration 26Q: 3 clusters Score -506000.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -506008.000000 Penalty: 2835.947998
	Iteration 27Q: 3 clusters Score -506008 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -506016.593750 Penalty: 2835.947998
	Iteration 28Q: 3 clusters Score -506016.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -506024.406250 Penalty: 2835.947998
	Iteration 29Q: 3 clusters Score -506024.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -506036.468750 Penalty: 2835.947998
	Iteration 30Q: 3 clusters Score -506036.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -506050.656250 Penalty: 2835.947998
	Iteration 31Q: 3 clusters Score -506050.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -506064.000000 Penalty: 2835.947998
	Iteration 32Q: 3 clusters Score -506064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -506070.687500 Penalty: 2835.947998
	Iteration 33Q: 3 clusters Score -506070.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -506075.187500 Penalty: 2835.947998
	Iteration 34Q: 3 clusters Score -506075.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -506080.031250 Penalty: 2835.947998
	Iteration 35Q: 3 clusters Score -506080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -506084.250000 Penalty: 2835.947998
	Iteration 36Q: 3 clusters Score -506084.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -506086.000000 Penalty: 2835.947998
	Iteration 37Q: 3 clusters Score -506086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -506087.187500 Penalty: 2835.947998
	Iteration 38Q: 3 clusters Score -506087.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -506089.250000 Penalty: 2835.947998
	Iteration 39Q: 3 clusters Score -506089.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -506089.875000 Penalty: 2835.947998
	Iteration 40F: 3 clusters Score -506089.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -506090.375000 Penalty: 2835.947998
	Iteration 41Q: 3 clusters Score -506090.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -506090.812500 Penalty: 2835.947998
	Iteration 42Q: 3 clusters Score -506090.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -506091.000000 Penalty: 2835.947998
	Iteration 43Q: 3 clusters Score -506091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -506094.187500 Penalty: 2835.947998
	Iteration 44Q: 3 clusters Score -506094.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -506094.937500 Penalty: 2835.947998
	Iteration 45Q: 3 clusters Score -506094.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -506096.562500 Penalty: 2835.947998
	Iteration 46Q: 3 clusters Score -506096.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -506096.062500 Penalty: 2835.947998
	Iteration 47Q: 3 clusters Score -506096.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -506097.437500 Penalty: 2835.947998
	Iteration 48Q: 3 clusters Score -506097.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -506097.375000 Penalty: 2835.947998
	Iteration 49Q: 3 clusters Score -506097.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -506097.187500 Penalty: 2835.947998
	Iteration 50Q: 3 clusters Score -506097.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -506097.187500 Penalty: 2835.947998
	Iteration 51F: 3 clusters Score -506097.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -64543.308594 Penalty: 1085.026123
	Iteration 0F: 2 clusters Score -64543.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -63279.187500 Penalty: 2170.052246
	Iteration 0F: 3 clusters Score -63279.19 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -63522.246094 Penalty: 2170.052246
	Iteration 1F: 3 clusters Score -63522.25 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -63579.757812 Penalty: 2170.052246
	Iteration 2F: 3 clusters Score -63579.76 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -63618.445312 Penalty: 2170.052246
	Iteration 3Q: 3 clusters Score -63618.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -63649.472656 Penalty: 2170.052246
	Iteration 4Q: 3 clusters Score -63649.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -63677.859375 Penalty: 2170.052246
	Iteration 5Q: 3 clusters Score -63677.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -63712.476562 Penalty: 2170.052246
	Iteration 6Q: 3 clusters Score -63712.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -63733.042969 Penalty: 2170.052246
	Iteration 7Q: 3 clusters Score -63733.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -63763.503906 Penalty: 2170.052246
	Iteration 8Q: 3 clusters Score -63763.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -63780.031250 Penalty: 2170.052246
	Iteration 9Q: 3 clusters Score -63780.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -63806.878906 Penalty: 2170.052246
	Iteration 10Q: 3 clusters Score -63806.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -63820.984375 Penalty: 2170.052246
	Iteration 11Q: 3 clusters Score -63820.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -63836.910156 Penalty: 2170.052246
	Iteration 12Q: 3 clusters Score -63836.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -63847.796875 Penalty: 2170.052246
	Iteration 13Q: 3 clusters Score -63847.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -63855.765625 Penalty: 2170.052246
	Iteration 14Q: 3 clusters Score -63855.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -63859.582031 Penalty: 2170.052246
	Iteration 15Q: 3 clusters Score -63859.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -63859.582031 Penalty: 2170.052246
	Iteration 16F: 3 clusters Score -63859.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Entering Unmasked Estep 
Score: -975013.562500 Penalty: 1504.546875
	Iteration 0F: 2 clusters Score -975013.6 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 5293 members 
Entering Unmasked Estep 
Score: -967519.562500 Penalty: 3009.093750
	Iteration 0F: 3 clusters Score -967519.6 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -970179.687500 Penalty: 3009.093750
	Iteration 1F: 3 clusters Score -970179.7 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -970554.750000 Penalty: 3009.093750
	Iteration 2F: 3 clusters Score -970554.8 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -970885.250000 Penalty: 3009.093750
	Iteration 3F: 3 clusters Score -970885.2 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -971235.062500 Penalty: 3009.093750
	Iteration 4F: 3 clusters Score -971235.1 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -971590.375000 Penalty: 3009.093750
	Iteration 5F: 3 clusters Score -971590.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -971932.375000 Penalty: 3009.093750
	Iteration 6F: 3 clusters Score -971932.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -972233.687500 Penalty: 3009.093750
	Iteration 7Q: 3 clusters Score -972233.7 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -972453.375000 Penalty: 3009.093750
	Iteration 8Q: 3 clusters Score -972453.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -972627.687500 Penalty: 3009.093750
	Iteration 9Q: 3 clusters Score -972627.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -972771.437500 Penalty: 3009.093750
	Iteration 10Q: 3 clusters Score -972771.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -972876.062500 Penalty: 3009.093750
	Iteration 11Q: 3 clusters Score -972876.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -972945.187500 Penalty: 3009.093750
	Iteration 12Q: 3 clusters Score -972945.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -973004.812500 Penalty: 3009.093750
	Iteration 13Q: 3 clusters Score -973004.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -973047.562500 Penalty: 3009.093750
	Iteration 14Q: 3 clusters Score -973047.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -973088.437500 Penalty: 3009.093750
	Iteration 15Q: 3 clusters Score -973088.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -973130.500000 Penalty: 3009.093750
	Iteration 16Q: 3 clusters Score -973130.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -973172.750000 Penalty: 3009.093750
	Iteration 17Q: 3 clusters Score -973172.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -973215.437500 Penalty: 3009.093750
	Iteration 18Q: 3 clusters Score -973215.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -973252.437500 Penalty: 3009.093750
	Iteration 19Q: 3 clusters Score -973252.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -973281.500000 Penalty: 3009.093750
	Iteration 20F: 3 clusters Score -973281.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -973315.687500 Penalty: 3009.093750
	Iteration 21Q: 3 clusters Score -973315.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -973350.250000 Penalty: 3009.093750
	Iteration 22Q: 3 clusters Score -973350.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -973378.125000 Penalty: 3009.093750
	Iteration 23Q: 3 clusters Score -973378.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -973397.687500 Penalty: 3009.093750
	Iteration 24Q: 3 clusters Score -973397.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -973416.500000 Penalty: 3009.093750
	Iteration 25Q: 3 clusters Score -973416.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -973435.062500 Penalty: 3009.093750
	Iteration 26Q: 3 clusters Score -973435.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -973451.750000 Penalty: 3009.093750
	Iteration 27Q: 3 clusters Score -973451.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -973466.375000 Penalty: 3009.093750
	Iteration 28Q: 3 clusters Score -973466.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -973481.750000 Penalty: 3009.093750
	Iteration 29Q: 3 clusters Score -973481.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -973496.875000 Penalty: 3009.093750
	Iteration 30Q: 3 clusters Score -973496.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -973515.312500 Penalty: 3009.093750
	Iteration 31Q: 3 clusters Score -973515.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -973535.187500 Penalty: 3009.093750
	Iteration 32Q: 3 clusters Score -973535.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -973557.750000 Penalty: 3009.093750
	Iteration 33Q: 3 clusters Score -973557.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -973581.875000 Penalty: 3009.093750
	Iteration 34Q: 3 clusters Score -973581.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -973602.375000 Penalty: 3009.093750
	Iteration 35Q: 3 clusters Score -973602.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -973625.625000 Penalty: 3009.093750
	Iteration 36Q: 3 clusters Score -973625.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -973655.937500 Penalty: 3009.093750
	Iteration 37Q: 3 clusters Score -973655.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -973678.250000 Penalty: 3009.093750
	Iteration 38Q: 3 clusters Score -973678.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -973702.000000 Penalty: 3009.093750
	Iteration 39Q: 3 clusters Score -973702 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -973735.687500 Penalty: 3009.093750
	Iteration 40F: 3 clusters Score -973735.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -973759.750000 Penalty: 3009.093750
	Iteration 41Q: 3 clusters Score -973759.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -973787.625000 Penalty: 3009.093750
	Iteration 42Q: 3 clusters Score -973787.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -973808.000000 Penalty: 3009.093750
	Iteration 43Q: 3 clusters Score -973808 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -973822.750000 Penalty: 3009.093750
	Iteration 44Q: 3 clusters Score -973822.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -973840.187500 Penalty: 3009.093750
	Iteration 45Q: 3 clusters Score -973840.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -973849.312500 Penalty: 3009.093750
	Iteration 46Q: 3 clusters Score -973849.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -973858.062500 Penalty: 3009.093750
	Iteration 47Q: 3 clusters Score -973858.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -973865.750000 Penalty: 3009.093750
	Iteration 48Q: 3 clusters Score -973865.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -973874.250000 Penalty: 3009.093750
	Iteration 49Q: 3 clusters Score -973874.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -973882.937500 Penalty: 3009.093750
	Iteration 50Q: 3 clusters Score -973882.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -973890.812500 Penalty: 3009.093750
	Iteration 51Q: 3 clusters Score -973890.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -973894.562500 Penalty: 3009.093750
	Iteration 52Q: 3 clusters Score -973894.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -973898.375000 Penalty: 3009.093750
	Iteration 53Q: 3 clusters Score -973898.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -973907.375000 Penalty: 3009.093750
	Iteration 54Q: 3 clusters Score -973907.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -973911.437500 Penalty: 3009.093750
	Iteration 55Q: 3 clusters Score -973911.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -973914.375000 Penalty: 3009.093750
	Iteration 56Q: 3 clusters Score -973914.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -973914.812500 Penalty: 3009.093750
	Iteration 57Q: 3 clusters Score -973914.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -973916.937500 Penalty: 3009.093750
	Iteration 58Q: 3 clusters Score -973916.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -973925.000000 Penalty: 3009.093750
	Iteration 59Q: 3 clusters Score -973925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -973924.937500 Penalty: 3009.093750
	Iteration 60F: 3 clusters Score -973924.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -973927.312500 Penalty: 3009.093750
	Iteration 61Q: 3 clusters Score -973927.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -973929.687500 Penalty: 3009.093750
	Iteration 62Q: 3 clusters Score -973929.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -973929.562500 Penalty: 3009.093750
	Iteration 63Q: 3 clusters Score -973929.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -973930.437500 Penalty: 3009.093750
	Iteration 64Q: 3 clusters Score -973930.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -973930.812500 Penalty: 3009.093750
	Iteration 65Q: 3 clusters Score -973930.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -973932.250000 Penalty: 3009.093750
	Iteration 66Q: 3 clusters Score -973932.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -973934.125000 Penalty: 3009.093750
	Iteration 67Q: 3 clusters Score -973934.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -973933.312500 Penalty: 3009.093750
	Iteration 68Q: 3 clusters Score -973933.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -973934.625000 Penalty: 3009.093750
	Iteration 69Q: 3 clusters Score -973934.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -973936.125000 Penalty: 3009.093750
	Iteration 70Q: 3 clusters Score -973936.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -973935.812500 Penalty: 3009.093750
	Iteration 71Q: 3 clusters Score -973935.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -973936.437500 Penalty: 3009.093750
	Iteration 72Q: 3 clusters Score -973936.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -973936.437500 Penalty: 3009.093750
	Iteration 73F: 3 clusters Score -973936.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Entering Unmasked Estep 
Score: -1779001.250000 Penalty: 1603.443115
	Iteration 0F: 2 clusters Score -1779001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1765787.000000 Penalty: 3206.886230
	Iteration 0F: 3 clusters Score -1765787 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1770476.875000 Penalty: 3206.886230
	Iteration 1F: 3 clusters Score -1770477 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1770807.500000 Penalty: 3206.886230
	Iteration 2F: 3 clusters Score -1770808 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1771097.250000 Penalty: 3206.886230
	Iteration 3Q: 3 clusters Score -1771097 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1771388.625000 Penalty: 3206.886230
	Iteration 4Q: 3 clusters Score -1771389 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1771759.000000 Penalty: 3206.886230
	Iteration 5Q: 3 clusters Score -1771759 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1772293.875000 Penalty: 3206.886230
	Iteration 6F: 3 clusters Score -1772294 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1773099.625000 Penalty: 3206.886230
	Iteration 7F: 3 clusters Score -1773100 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -1774265.000000 Penalty: 3206.886230
	Iteration 8F: 3 clusters Score -1774265 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -1775485.625000 Penalty: 3206.886230
	Iteration 9F: 3 clusters Score -1775486 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -1776393.000000 Penalty: 3206.886230
	Iteration 10F: 3 clusters Score -1776393 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -1776975.875000 Penalty: 3206.886230
	Iteration 11Q: 3 clusters Score -1776976 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -1777277.125000 Penalty: 3206.886230
	Iteration 12Q: 3 clusters Score -1777277 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -1777446.250000 Penalty: 3206.886230
	Iteration 13Q: 3 clusters Score -1777446 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -1777557.250000 Penalty: 3206.886230
	Iteration 14Q: 3 clusters Score -1777557 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -1777628.250000 Penalty: 3206.886230
	Iteration 15Q: 3 clusters Score -1777628 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -1777658.625000 Penalty: 3206.886230
	Iteration 16Q: 3 clusters Score -1777659 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -1777692.375000 Penalty: 3206.886230
	Iteration 17Q: 3 clusters Score -1777692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -1777715.000000 Penalty: 3206.886230
	Iteration 18Q: 3 clusters Score -1777715 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -1777735.375000 Penalty: 3206.886230
	Iteration 19Q: 3 clusters Score -1777735 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -1777749.375000 Penalty: 3206.886230
	Iteration 20F: 3 clusters Score -1777749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -1777753.500000 Penalty: 3206.886230
	Iteration 21Q: 3 clusters Score -1777754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -1777758.375000 Penalty: 3206.886230
	Iteration 22Q: 3 clusters Score -1777758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -1777760.250000 Penalty: 3206.886230
	Iteration 23Q: 3 clusters Score -1777760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -1777760.250000 Penalty: 3206.886230
	Iteration 24F: 3 clusters Score -1777760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (73389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73389 members 
Entering Unmasked Estep 
Score: -6721648.000000 Penalty: 1820.573486
	Iteration 0F: 2 clusters Score -6721648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 36525 members 
Entering Unmasked Estep 
Score: -6672775.500000 Penalty: 3641.146973
	Iteration 0F: 3 clusters Score -6672776 nChanged 34855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -6693063.500000 Penalty: 3641.146973
	Iteration 1F: 3 clusters Score -6693064 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -6694100.500000 Penalty: 3641.146973
	Iteration 2Q: 3 clusters Score -6694100 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -6695652.500000 Penalty: 3641.146973
	Iteration 3Q: 3 clusters Score -6695652 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46873 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -6698064.500000 Penalty: 3641.146973
	Iteration 4F: 3 clusters Score -6698064 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -6701423.000000 Penalty: 3641.146973
	Iteration 5F: 3 clusters Score -6701423 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56498 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -6705407.500000 Penalty: 3641.146973
	Iteration 6F: 3 clusters Score -6705408 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61597 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -6709837.500000 Penalty: 3641.146973
	Iteration 7F: 3 clusters Score -6709838 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66022 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -6713785.000000 Penalty: 3641.146973
	Iteration 8F: 3 clusters Score -6713785 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69301 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -6716713.500000 Penalty: 3641.146973
	Iteration 9Q: 3 clusters Score -6716714 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71278 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -6718463.500000 Penalty: 3641.146973
	Iteration 10Q: 3 clusters Score -6718464 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72276 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -6719298.000000 Penalty: 3641.146973
	Iteration 11Q: 3 clusters Score -6719298 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72710 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6719699.000000 Penalty: 3641.146973
	Iteration 12Q: 3 clusters Score -6719699 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72872 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6719867.000000 Penalty: 3641.146973
	Iteration 13Q: 3 clusters Score -6719867 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72937 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6719978.000000 Penalty: 3641.146973
	Iteration 14Q: 3 clusters Score -6719978 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72972 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6720062.500000 Penalty: 3641.146973
	Iteration 15Q: 3 clusters Score -6720062 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72991 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6720096.000000 Penalty: 3641.146973
	Iteration 16Q: 3 clusters Score -6720096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72998 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6720121.000000 Penalty: 3641.146973
	Iteration 17Q: 3 clusters Score -6720121 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73002 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6720128.000000 Penalty: 3641.146973
	Iteration 18Q: 3 clusters Score -6720128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73004 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -6720137.000000 Penalty: 3641.146973
	Iteration 19Q: 3 clusters Score -6720137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73003 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6720150.000000 Penalty: 3641.146973
	Iteration 20F: 3 clusters Score -6720150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73006 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -6720157.000000 Penalty: 3641.146973
	Iteration 21Q: 3 clusters Score -6720157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73012 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6720165.000000 Penalty: 3641.146973
	Iteration 22Q: 3 clusters Score -6720165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73014 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6720167.500000 Penalty: 3641.146973
	Iteration 23Q: 3 clusters Score -6720168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73015 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -6720174.000000 Penalty: 3641.146973
	Iteration 24Q: 3 clusters Score -6720174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73019 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6720178.000000 Penalty: 3641.146973
	Iteration 25Q: 3 clusters Score -6720178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73020 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6720187.500000 Penalty: 3641.146973
	Iteration 26Q: 3 clusters Score -6720188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73021 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6720181.500000 Penalty: 3641.146973
	Iteration 27Q: 3 clusters Score -6720182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73021 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6720182.000000 Penalty: 3641.146973
	Iteration 28Q: 3 clusters Score -6720182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73024 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -6720184.000000 Penalty: 3641.146973
	Iteration 29Q: 3 clusters Score -6720184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73024 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -6720184.500000 Penalty: 3641.146973
	Iteration 30Q: 3 clusters Score -6720184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73024 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -6720184.500000 Penalty: 3641.146973
	Iteration 31F: 3 clusters Score -6720184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Entering Unmasked Estep 
Score: -92656.703125 Penalty: 1148.716309
	Iteration 0F: 2 clusters Score -92656.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -91071.726562 Penalty: 2297.432617
	Iteration 0F: 3 clusters Score -91071.73 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -91389.625000 Penalty: 2297.432617
	Iteration 1F: 3 clusters Score -91389.62 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -91487.164062 Penalty: 2297.432617
	Iteration 2F: 3 clusters Score -91487.16 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -91586.226562 Penalty: 2297.432617
	Iteration 3F: 3 clusters Score -91586.23 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -91673.960938 Penalty: 2297.432617
	Iteration 4Q: 3 clusters Score -91673.96 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -91808.296875 Penalty: 2297.432617
	Iteration 5F: 3 clusters Score -91808.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -91980.507812 Penalty: 2297.432617
	Iteration 6F: 3 clusters Score -91980.51 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -92158.414062 Penalty: 2297.432617
	Iteration 7F: 3 clusters Score -92158.41 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -92255.289062 Penalty: 2297.432617
	Iteration 8Q: 3 clusters Score -92255.29 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -92314.656250 Penalty: 2297.432617
	Iteration 9Q: 3 clusters Score -92314.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -92346.632812 Penalty: 2297.432617
	Iteration 10Q: 3 clusters Score -92346.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -92360.429688 Penalty: 2297.432617
	Iteration 11Q: 3 clusters Score -92360.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -92368.617188 Penalty: 2297.432617
	Iteration 12Q: 3 clusters Score -92368.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -92371.242188 Penalty: 2297.432617
	Iteration 13Q: 3 clusters Score -92371.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -92371.835938 Penalty: 2297.432617
	Iteration 14Q: 3 clusters Score -92371.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -92372.617188 Penalty: 2297.432617
	Iteration 15Q: 3 clusters Score -92372.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -92373.140625 Penalty: 2297.432617
	Iteration 16Q: 3 clusters Score -92373.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -92374.156250 Penalty: 2297.432617
	Iteration 17Q: 3 clusters Score -92374.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -92374.156250 Penalty: 2297.432617
	Iteration 18F: 3 clusters Score -92374.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Entering Unmasked Estep 
Score: -93907.195312 Penalty: 1172.476440
	Iteration 0F: 2 clusters Score -93907.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -92282.039062 Penalty: 2344.952881
	Iteration 0F: 3 clusters Score -92282.04 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -92817.648438 Penalty: 2344.952881
	Iteration 1F: 3 clusters Score -92817.65 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -93050.070312 Penalty: 2344.952881
	Iteration 2F: 3 clusters Score -93050.07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -93200.960938 Penalty: 2344.952881
	Iteration 3F: 3 clusters Score -93200.96 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -93289.289062 Penalty: 2344.952881
	Iteration 4Q: 3 clusters Score -93289.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -93326.585938 Penalty: 2344.952881
	Iteration 5Q: 3 clusters Score -93326.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -93350.875000 Penalty: 2344.952881
	Iteration 6Q: 3 clusters Score -93350.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -93364.820312 Penalty: 2344.952881
	Iteration 7Q: 3 clusters Score -93364.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -93375.859375 Penalty: 2344.952881
	Iteration 8Q: 3 clusters Score -93375.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -93388.296875 Penalty: 2344.952881
	Iteration 9Q: 3 clusters Score -93388.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -93393.406250 Penalty: 2344.952881
	Iteration 10Q: 3 clusters Score -93393.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -93399.671875 Penalty: 2344.952881
	Iteration 11Q: 3 clusters Score -93399.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -93404.156250 Penalty: 2344.952881
	Iteration 12Q: 3 clusters Score -93404.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -93405.210938 Penalty: 2344.952881
	Iteration 13Q: 3 clusters Score -93405.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -93407.093750 Penalty: 2344.952881
	Iteration 14Q: 3 clusters Score -93407.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -93408.359375 Penalty: 2344.952881
	Iteration 15Q: 3 clusters Score -93408.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -93408.468750 Penalty: 2344.952881
	Iteration 16Q: 3 clusters Score -93408.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -93408.468750 Penalty: 2344.952881
	Iteration 17F: 3 clusters Score -93408.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Entering Unmasked Estep 
Score: -86431.273438 Penalty: 1124.287964
	Iteration 0F: 2 clusters Score -86431.27 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 522 members 
Entering Unmasked Estep 
Score: -84987.945312 Penalty: 2248.575928
	Iteration 0F: 3 clusters Score -84987.95 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -85280.078125 Penalty: 2248.575928
	Iteration 1F: 3 clusters Score -85280.08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -85381.273438 Penalty: 2248.575928
	Iteration 2F: 3 clusters Score -85381.27 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -85436.828125 Penalty: 2248.575928
	Iteration 3Q: 3 clusters Score -85436.83 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -85472.570312 Penalty: 2248.575928
	Iteration 4Q: 3 clusters Score -85472.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -85500.398438 Penalty: 2248.575928
	Iteration 5Q: 3 clusters Score -85500.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -85510.257812 Penalty: 2248.575928
	Iteration 6Q: 3 clusters Score -85510.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -85524.625000 Penalty: 2248.575928
	Iteration 7Q: 3 clusters Score -85524.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -85538.367188 Penalty: 2248.575928
	Iteration 8Q: 3 clusters Score -85538.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -85555.953125 Penalty: 2248.575928
	Iteration 9Q: 3 clusters Score -85555.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -85570.054688 Penalty: 2248.575928
	Iteration 10Q: 3 clusters Score -85570.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -85579.062500 Penalty: 2248.575928
	Iteration 11Q: 3 clusters Score -85579.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -85583.554688 Penalty: 2248.575928
	Iteration 12Q: 3 clusters Score -85583.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -85585.289062 Penalty: 2248.575928
	Iteration 13Q: 3 clusters Score -85585.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -85585.289062 Penalty: 2248.575928
	Iteration 14F: 3 clusters Score -85585.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Entering Unmasked Estep 
Score: -85374.062500 Penalty: 1123.966187
	Iteration 0F: 2 clusters Score -85374.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -83945.125000 Penalty: 2247.932373
	Iteration 0F: 3 clusters Score -83945.12 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -84243.460938 Penalty: 2247.932373
	Iteration 1F: 3 clusters Score -84243.46 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -84347.054688 Penalty: 2247.932373
	Iteration 2F: 3 clusters Score -84347.05 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -84439.429688 Penalty: 2247.932373
	Iteration 3Q: 3 clusters Score -84439.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -84496.382812 Penalty: 2247.932373
	Iteration 4Q: 3 clusters Score -84496.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -84524.453125 Penalty: 2247.932373
	Iteration 5Q: 3 clusters Score -84524.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -84538.351562 Penalty: 2247.932373
	Iteration 6Q: 3 clusters Score -84538.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -84558.554688 Penalty: 2247.932373
	Iteration 7Q: 3 clusters Score -84558.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -84568.242188 Penalty: 2247.932373
	Iteration 8Q: 3 clusters Score -84568.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -84583.234375 Penalty: 2247.932373
	Iteration 9Q: 3 clusters Score -84583.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -84595.179688 Penalty: 2247.932373
	Iteration 10Q: 3 clusters Score -84595.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -84612.789062 Penalty: 2247.932373
	Iteration 11Q: 3 clusters Score -84612.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -84629.148438 Penalty: 2247.932373
	Iteration 12Q: 3 clusters Score -84629.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -84643.781250 Penalty: 2247.932373
	Iteration 13Q: 3 clusters Score -84643.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -84652.023438 Penalty: 2247.932373
	Iteration 14Q: 3 clusters Score -84652.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -84658.570312 Penalty: 2247.932373
	Iteration 15Q: 3 clusters Score -84658.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -84666.000000 Penalty: 2247.932373
	Iteration 16Q: 3 clusters Score -84666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -84670.164062 Penalty: 2247.932373
	Iteration 17Q: 3 clusters Score -84670.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -84674.875000 Penalty: 2247.932373
	Iteration 18Q: 3 clusters Score -84674.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -84677.054688 Penalty: 2247.932373
	Iteration 19Q: 3 clusters Score -84677.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -84679.617188 Penalty: 2247.932373
	Iteration 20F: 3 clusters Score -84679.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -84688.132812 Penalty: 2247.932373
	Iteration 21Q: 3 clusters Score -84688.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -84697.921875 Penalty: 2247.932373
	Iteration 22Q: 3 clusters Score -84697.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -84703.757812 Penalty: 2247.932373
	Iteration 23Q: 3 clusters Score -84703.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -84712.593750 Penalty: 2247.932373
	Iteration 24Q: 3 clusters Score -84712.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -84716.640625 Penalty: 2247.932373
	Iteration 25Q: 3 clusters Score -84716.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -84717.773438 Penalty: 2247.932373
	Iteration 26Q: 3 clusters Score -84717.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -84718.960938 Penalty: 2247.932373
	Iteration 27Q: 3 clusters Score -84718.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -84718.960938 Penalty: 2247.932373
	Iteration 28F: 3 clusters Score -84718.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -287243.750000 Penalty: 1319.014771
	Iteration 0F: 2 clusters Score -287243.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -284331.656250 Penalty: 2638.029541
	Iteration 0F: 3 clusters Score -284331.7 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -285073.000000 Penalty: 2638.029541
	Iteration 1F: 3 clusters Score -285073 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -285340.781250 Penalty: 2638.029541
	Iteration 2F: 3 clusters Score -285340.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -285581.062500 Penalty: 2638.029541
	Iteration 3F: 3 clusters Score -285581.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -285829.062500 Penalty: 2638.029541
	Iteration 4F: 3 clusters Score -285829.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -286043.062500 Penalty: 2638.029541
	Iteration 5F: 3 clusters Score -286043.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -286234.593750 Penalty: 2638.029541
	Iteration 6F: 3 clusters Score -286234.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -286365.281250 Penalty: 2638.029541
	Iteration 7Q: 3 clusters Score -286365.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -286458.593750 Penalty: 2638.029541
	Iteration 8Q: 3 clusters Score -286458.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -286535.062500 Penalty: 2638.029541
	Iteration 9Q: 3 clusters Score -286535.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -286599.937500 Penalty: 2638.029541
	Iteration 10Q: 3 clusters Score -286599.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -286639.250000 Penalty: 2638.029541
	Iteration 11Q: 3 clusters Score -286639.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -286656.531250 Penalty: 2638.029541
	Iteration 12Q: 3 clusters Score -286656.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -286666.125000 Penalty: 2638.029541
	Iteration 13Q: 3 clusters Score -286666.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -286673.968750 Penalty: 2638.029541
	Iteration 14Q: 3 clusters Score -286674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -286680.031250 Penalty: 2638.029541
	Iteration 15Q: 3 clusters Score -286680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -286685.062500 Penalty: 2638.029541
	Iteration 16Q: 3 clusters Score -286685.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -286690.843750 Penalty: 2638.029541
	Iteration 17Q: 3 clusters Score -286690.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -286695.031250 Penalty: 2638.029541
	Iteration 18Q: 3 clusters Score -286695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -286698.156250 Penalty: 2638.029541
	Iteration 19Q: 3 clusters Score -286698.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -286698.968750 Penalty: 2638.029541
	Iteration 20F: 3 clusters Score -286699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -286699.843750 Penalty: 2638.029541
	Iteration 21Q: 3 clusters Score -286699.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -286700.593750 Penalty: 2638.029541
	Iteration 22Q: 3 clusters Score -286700.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -286700.968750 Penalty: 2638.029541
	Iteration 23Q: 3 clusters Score -286701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -286701.687500 Penalty: 2638.029541
	Iteration 24Q: 3 clusters Score -286701.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -286702.343750 Penalty: 2638.029541
	Iteration 25Q: 3 clusters Score -286702.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -286702.562500 Penalty: 2638.029541
	Iteration 26Q: 3 clusters Score -286702.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -286703.875000 Penalty: 2638.029541
	Iteration 27Q: 3 clusters Score -286703.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -286704.312500 Penalty: 2638.029541
	Iteration 28Q: 3 clusters Score -286704.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -286704.500000 Penalty: 2638.029541
	Iteration 29Q: 3 clusters Score -286704.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -286704.500000 Penalty: 2638.029541
	Iteration 30F: 3 clusters Score -286704.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Entering Unmasked Estep 
Score: -728878.375000 Penalty: 1458.251953
	Iteration 0F: 2 clusters Score -728878.4 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 3880 members 
Entering Unmasked Estep 
Score: -723036.625000 Penalty: 2916.503906
	Iteration 0F: 3 clusters Score -723036.6 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -724859.812500 Penalty: 2916.503906
	Iteration 1F: 3 clusters Score -724859.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -725051.062500 Penalty: 2916.503906
	Iteration 2F: 3 clusters Score -725051.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -725185.937500 Penalty: 2916.503906
	Iteration 3Q: 3 clusters Score -725185.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -725300.750000 Penalty: 2916.503906
	Iteration 4Q: 3 clusters Score -725300.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -725431.437500 Penalty: 2916.503906
	Iteration 5Q: 3 clusters Score -725431.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -725592.875000 Penalty: 2916.503906
	Iteration 6Q: 3 clusters Score -725592.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -725768.687500 Penalty: 2916.503906
	Iteration 7Q: 3 clusters Score -725768.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -725981.125000 Penalty: 2916.503906
	Iteration 8Q: 3 clusters Score -725981.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -726215.812500 Penalty: 2916.503906
	Iteration 9Q: 3 clusters Score -726215.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -726485.062500 Penalty: 2916.503906
	Iteration 10Q: 3 clusters Score -726485.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -726767.750000 Penalty: 2916.503906
	Iteration 11Q: 3 clusters Score -726767.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -727032.812500 Penalty: 2916.503906
	Iteration 12Q: 3 clusters Score -727032.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -727223.437500 Penalty: 2916.503906
	Iteration 13Q: 3 clusters Score -727223.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -727347.437500 Penalty: 2916.503906
	Iteration 14Q: 3 clusters Score -727347.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -727437.687500 Penalty: 2916.503906
	Iteration 15Q: 3 clusters Score -727437.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -727494.812500 Penalty: 2916.503906
	Iteration 16Q: 3 clusters Score -727494.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -727541.250000 Penalty: 2916.503906
	Iteration 17Q: 3 clusters Score -727541.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -727576.250000 Penalty: 2916.503906
	Iteration 18Q: 3 clusters Score -727576.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -727603.062500 Penalty: 2916.503906
	Iteration 19Q: 3 clusters Score -727603.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -727627.250000 Penalty: 2916.503906
	Iteration 20F: 3 clusters Score -727627.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -727643.000000 Penalty: 2916.503906
	Iteration 21Q: 3 clusters Score -727643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -727652.562500 Penalty: 2916.503906
	Iteration 22Q: 3 clusters Score -727652.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -727657.625000 Penalty: 2916.503906
	Iteration 23Q: 3 clusters Score -727657.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -727661.312500 Penalty: 2916.503906
	Iteration 24Q: 3 clusters Score -727661.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -727665.250000 Penalty: 2916.503906
	Iteration 25Q: 3 clusters Score -727665.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -727666.500000 Penalty: 2916.503906
	Iteration 26Q: 3 clusters Score -727666.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -727669.500000 Penalty: 2916.503906
	Iteration 27Q: 3 clusters Score -727669.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -727671.000000 Penalty: 2916.503906
	Iteration 28Q: 3 clusters Score -727671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -727671.875000 Penalty: 2916.503906
	Iteration 29Q: 3 clusters Score -727671.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -727673.250000 Penalty: 2916.503906
	Iteration 30Q: 3 clusters Score -727673.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -727673.750000 Penalty: 2916.503906
	Iteration 31Q: 3 clusters Score -727673.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -727673.750000 Penalty: 2916.503906
	Iteration 32F: 3 clusters Score -727673.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Entering Unmasked Estep 
Score: -103144.203125 Penalty: 1157.989136
	Iteration 0F: 2 clusters Score -103144.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -101549.078125 Penalty: 2315.978271
	Iteration 0F: 3 clusters Score -101549.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -101886.093750 Penalty: 2315.978271
	Iteration 1F: 3 clusters Score -101886.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -101992.359375 Penalty: 2315.978271
	Iteration 2F: 3 clusters Score -101992.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -102049.812500 Penalty: 2315.978271
	Iteration 3Q: 3 clusters Score -102049.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -102081.359375 Penalty: 2315.978271
	Iteration 4Q: 3 clusters Score -102081.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -102102.460938 Penalty: 2315.978271
	Iteration 5Q: 3 clusters Score -102102.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -102122.132812 Penalty: 2315.978271
	Iteration 6Q: 3 clusters Score -102122.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -102143.062500 Penalty: 2315.978271
	Iteration 7Q: 3 clusters Score -102143.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -102160.882812 Penalty: 2315.978271
	Iteration 8Q: 3 clusters Score -102160.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -102176.960938 Penalty: 2315.978271
	Iteration 9Q: 3 clusters Score -102177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -102190.804688 Penalty: 2315.978271
	Iteration 10Q: 3 clusters Score -102190.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -102201.718750 Penalty: 2315.978271
	Iteration 11Q: 3 clusters Score -102201.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -102214.492188 Penalty: 2315.978271
	Iteration 12Q: 3 clusters Score -102214.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -102225.593750 Penalty: 2315.978271
	Iteration 13Q: 3 clusters Score -102225.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -102232.453125 Penalty: 2315.978271
	Iteration 14Q: 3 clusters Score -102232.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -102234.898438 Penalty: 2315.978271
	Iteration 15Q: 3 clusters Score -102234.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -102237.335938 Penalty: 2315.978271
	Iteration 16Q: 3 clusters Score -102237.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -102237.843750 Penalty: 2315.978271
	Iteration 17Q: 3 clusters Score -102237.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -102237.843750 Penalty: 2315.978271
	Iteration 18F: 3 clusters Score -102237.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Entering Unmasked Estep 
Score: -604244.187500 Penalty: 1443.004639
	Iteration 0F: 2 clusters Score -604244.2 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 3657 members 
Entering Unmasked Estep 
Score: -598827.312500 Penalty: 2886.009277
	Iteration 0F: 3 clusters Score -598827.3 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -600538.687500 Penalty: 2886.009277
	Iteration 1F: 3 clusters Score -600538.7 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -600807.000000 Penalty: 2886.009277
	Iteration 2F: 3 clusters Score -600807 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -601043.312500 Penalty: 2886.009277
	Iteration 3F: 3 clusters Score -601043.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -601259.750000 Penalty: 2886.009277
	Iteration 4F: 3 clusters Score -601259.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -601461.562500 Penalty: 2886.009277
	Iteration 5Q: 3 clusters Score -601461.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -601682.937500 Penalty: 2886.009277
	Iteration 6Q: 3 clusters Score -601682.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -601868.375000 Penalty: 2886.009277
	Iteration 7Q: 3 clusters Score -601868.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -602010.500000 Penalty: 2886.009277
	Iteration 8Q: 3 clusters Score -602010.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -602154.125000 Penalty: 2886.009277
	Iteration 9Q: 3 clusters Score -602154.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -602248.625000 Penalty: 2886.009277
	Iteration 10Q: 3 clusters Score -602248.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -602341.687500 Penalty: 2886.009277
	Iteration 11Q: 3 clusters Score -602341.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -602441.062500 Penalty: 2886.009277
	Iteration 12Q: 3 clusters Score -602441.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -602524.812500 Penalty: 2886.009277
	Iteration 13Q: 3 clusters Score -602524.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -602599.625000 Penalty: 2886.009277
	Iteration 14Q: 3 clusters Score -602599.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -602681.875000 Penalty: 2886.009277
	Iteration 15Q: 3 clusters Score -602681.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -602742.125000 Penalty: 2886.009277
	Iteration 16Q: 3 clusters Score -602742.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -602786.187500 Penalty: 2886.009277
	Iteration 17Q: 3 clusters Score -602786.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -602821.000000 Penalty: 2886.009277
	Iteration 18Q: 3 clusters Score -602821 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -602857.062500 Penalty: 2886.009277
	Iteration 19Q: 3 clusters Score -602857.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -602883.125000 Penalty: 2886.009277
	Iteration 20F: 3 clusters Score -602883.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -602903.875000 Penalty: 2886.009277
	Iteration 21Q: 3 clusters Score -602903.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -602921.375000 Penalty: 2886.009277
	Iteration 22Q: 3 clusters Score -602921.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -602938.687500 Penalty: 2886.009277
	Iteration 23Q: 3 clusters Score -602938.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -602963.625000 Penalty: 2886.009277
	Iteration 24Q: 3 clusters Score -602963.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -602987.125000 Penalty: 2886.009277
	Iteration 25Q: 3 clusters Score -602987.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -603009.812500 Penalty: 2886.009277
	Iteration 26Q: 3 clusters Score -603009.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -603028.562500 Penalty: 2886.009277
	Iteration 27Q: 3 clusters Score -603028.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -603046.125000 Penalty: 2886.009277
	Iteration 28Q: 3 clusters Score -603046.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -603068.812500 Penalty: 2886.009277
	Iteration 29Q: 3 clusters Score -603068.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -603094.375000 Penalty: 2886.009277
	Iteration 30Q: 3 clusters Score -603094.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -603114.375000 Penalty: 2886.009277
	Iteration 31Q: 3 clusters Score -603114.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -603129.187500 Penalty: 2886.009277
	Iteration 32Q: 3 clusters Score -603129.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -603144.500000 Penalty: 2886.009277
	Iteration 33Q: 3 clusters Score -603144.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -603160.500000 Penalty: 2886.009277
	Iteration 34Q: 3 clusters Score -603160.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -603172.375000 Penalty: 2886.009277
	Iteration 35Q: 3 clusters Score -603172.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -603185.562500 Penalty: 2886.009277
	Iteration 36Q: 3 clusters Score -603185.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -603196.375000 Penalty: 2886.009277
	Iteration 37Q: 3 clusters Score -603196.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -603201.250000 Penalty: 2886.009277
	Iteration 38Q: 3 clusters Score -603201.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -603206.375000 Penalty: 2886.009277
	Iteration 39Q: 3 clusters Score -603206.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -603208.250000 Penalty: 2886.009277
	Iteration 40F: 3 clusters Score -603208.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -603212.000000 Penalty: 2886.009277
	Iteration 41Q: 3 clusters Score -603212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -603213.500000 Penalty: 2886.009277
	Iteration 42Q: 3 clusters Score -603213.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -603215.750000 Penalty: 2886.009277
	Iteration 43Q: 3 clusters Score -603215.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -603216.500000 Penalty: 2886.009277
	Iteration 44Q: 3 clusters Score -603216.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -603215.937500 Penalty: 2886.009277
	Iteration 45Q: 3 clusters Score -603215.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -603216.375000 Penalty: 2886.009277
	Iteration 46Q: 3 clusters Score -603216.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -603219.375000 Penalty: 2886.009277
	Iteration 47Q: 3 clusters Score -603219.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -603220.187500 Penalty: 2886.009277
	Iteration 48Q: 3 clusters Score -603220.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -603222.187500 Penalty: 2886.009277
	Iteration 49Q: 3 clusters Score -603222.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -603223.375000 Penalty: 2886.009277
	Iteration 50Q: 3 clusters Score -603223.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -603225.250000 Penalty: 2886.009277
	Iteration 51Q: 3 clusters Score -603225.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -603226.875000 Penalty: 2886.009277
	Iteration 52Q: 3 clusters Score -603226.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -603226.687500 Penalty: 2886.009277
	Iteration 53Q: 3 clusters Score -603226.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -603227.687500 Penalty: 2886.009277
	Iteration 54Q: 3 clusters Score -603227.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -603227.687500 Penalty: 2886.009277
	Iteration 55F: 3 clusters Score -603227.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -70279.257812 Penalty: 1095.334473
	Iteration 0F: 2 clusters Score -70279.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -68955.976562 Penalty: 2190.668945
	Iteration 0F: 3 clusters Score -68955.98 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -69190.226562 Penalty: 2190.668945
	Iteration 1F: 3 clusters Score -69190.23 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -69281.914062 Penalty: 2190.668945
	Iteration 2F: 3 clusters Score -69281.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -69314.742188 Penalty: 2190.668945
	Iteration 3Q: 3 clusters Score -69314.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -69347.632812 Penalty: 2190.668945
	Iteration 4Q: 3 clusters Score -69347.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -69382.062500 Penalty: 2190.668945
	Iteration 5Q: 3 clusters Score -69382.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -69411.515625 Penalty: 2190.668945
	Iteration 6Q: 3 clusters Score -69411.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -69435.882812 Penalty: 2190.668945
	Iteration 7Q: 3 clusters Score -69435.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -69454.812500 Penalty: 2190.668945
	Iteration 8Q: 3 clusters Score -69454.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -69465.531250 Penalty: 2190.668945
	Iteration 9Q: 3 clusters Score -69465.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -69469.468750 Penalty: 2190.668945
	Iteration 10Q: 3 clusters Score -69469.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -69470.218750 Penalty: 2190.668945
	Iteration 11Q: 3 clusters Score -69470.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -69473.515625 Penalty: 2190.668945
	Iteration 12Q: 3 clusters Score -69473.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -69479.648438 Penalty: 2190.668945
	Iteration 13Q: 3 clusters Score -69479.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -69482.585938 Penalty: 2190.668945
	Iteration 14Q: 3 clusters Score -69482.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -69482.585938 Penalty: 2190.668945
	Iteration 15F: 3 clusters Score -69482.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Entering Unmasked Estep 
Score: -792973.375000 Penalty: 1479.016602
	Iteration 0F: 2 clusters Score -792973.4 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 4436 members 
Entering Unmasked Estep 
Score: -786433.625000 Penalty: 2958.033203
	Iteration 0F: 3 clusters Score -786433.6 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -788600.562500 Penalty: 2958.033203
	Iteration 1F: 3 clusters Score -788600.6 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -788884.562500 Penalty: 2958.033203
	Iteration 2F: 3 clusters Score -788884.6 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -789148.562500 Penalty: 2958.033203
	Iteration 3F: 3 clusters Score -789148.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -789437.500000 Penalty: 2958.033203
	Iteration 4F: 3 clusters Score -789437.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -789771.625000 Penalty: 2958.033203
	Iteration 5F: 3 clusters Score -789771.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -790139.625000 Penalty: 2958.033203
	Iteration 6F: 3 clusters Score -790139.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -790498.625000 Penalty: 2958.033203
	Iteration 7Q: 3 clusters Score -790498.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -790773.125000 Penalty: 2958.033203
	Iteration 8Q: 3 clusters Score -790773.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -790963.375000 Penalty: 2958.033203
	Iteration 9Q: 3 clusters Score -790963.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -791116.937500 Penalty: 2958.033203
	Iteration 10Q: 3 clusters Score -791116.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -791264.250000 Penalty: 2958.033203
	Iteration 11Q: 3 clusters Score -791264.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -791382.750000 Penalty: 2958.033203
	Iteration 12Q: 3 clusters Score -791382.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -791455.562500 Penalty: 2958.033203
	Iteration 13Q: 3 clusters Score -791455.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -791493.625000 Penalty: 2958.033203
	Iteration 14Q: 3 clusters Score -791493.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -791530.625000 Penalty: 2958.033203
	Iteration 15Q: 3 clusters Score -791530.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -791563.625000 Penalty: 2958.033203
	Iteration 16Q: 3 clusters Score -791563.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -791590.875000 Penalty: 2958.033203
	Iteration 17Q: 3 clusters Score -791590.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -791613.562500 Penalty: 2958.033203
	Iteration 18Q: 3 clusters Score -791613.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -791629.750000 Penalty: 2958.033203
	Iteration 19Q: 3 clusters Score -791629.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -791639.125000 Penalty: 2958.033203
	Iteration 20F: 3 clusters Score -791639.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -791646.062500 Penalty: 2958.033203
	Iteration 21Q: 3 clusters Score -791646.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -791646.812500 Penalty: 2958.033203
	Iteration 22Q: 3 clusters Score -791646.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -791650.062500 Penalty: 2958.033203
	Iteration 23Q: 3 clusters Score -791650.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -791653.500000 Penalty: 2958.033203
	Iteration 24Q: 3 clusters Score -791653.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -791657.562500 Penalty: 2958.033203
	Iteration 25Q: 3 clusters Score -791657.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -791659.562500 Penalty: 2958.033203
	Iteration 26Q: 3 clusters Score -791659.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -791660.000000 Penalty: 2958.033203
	Iteration 27Q: 3 clusters Score -791660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -791658.750000 Penalty: 2958.033203
	Iteration 28Q: 3 clusters Score -791658.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -791660.062500 Penalty: 2958.033203
	Iteration 29Q: 3 clusters Score -791660.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -791662.312500 Penalty: 2958.033203
	Iteration 30Q: 3 clusters Score -791662.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -791662.375000 Penalty: 2958.033203
	Iteration 31Q: 3 clusters Score -791662.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -791661.750000 Penalty: 2958.033203
	Iteration 32Q: 3 clusters Score -791661.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -791663.062500 Penalty: 2958.033203
	Iteration 33Q: 3 clusters Score -791663.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -791664.000000 Penalty: 2958.033203
	Iteration 34Q: 3 clusters Score -791664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -791664.437500 Penalty: 2958.033203
	Iteration 35Q: 3 clusters Score -791664.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -791664.437500 Penalty: 2958.033203
	Iteration 36F: 3 clusters Score -791664.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Entering Unmasked Estep 
Score: -110504.703125 Penalty: 1163.384888
	Iteration 0F: 2 clusters Score -110504.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -108882.234375 Penalty: 2326.769775
	Iteration 0F: 3 clusters Score -108882.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -109229.398438 Penalty: 2326.769775
	Iteration 1F: 3 clusters Score -109229.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -109325.359375 Penalty: 2326.769775
	Iteration 2F: 3 clusters Score -109325.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -109386.117188 Penalty: 2326.769775
	Iteration 3Q: 3 clusters Score -109386.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -109431.523438 Penalty: 2326.769775
	Iteration 4Q: 3 clusters Score -109431.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -109466.445312 Penalty: 2326.769775
	Iteration 5Q: 3 clusters Score -109466.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -109505.734375 Penalty: 2326.769775
	Iteration 6Q: 3 clusters Score -109505.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -109545.421875 Penalty: 2326.769775
	Iteration 7Q: 3 clusters Score -109545.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -109569.109375 Penalty: 2326.769775
	Iteration 8Q: 3 clusters Score -109569.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -109590.468750 Penalty: 2326.769775
	Iteration 9Q: 3 clusters Score -109590.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -109605.187500 Penalty: 2326.769775
	Iteration 10Q: 3 clusters Score -109605.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -109613.078125 Penalty: 2326.769775
	Iteration 11Q: 3 clusters Score -109613.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -109622.476562 Penalty: 2326.769775
	Iteration 12Q: 3 clusters Score -109622.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -109628.359375 Penalty: 2326.769775
	Iteration 13Q: 3 clusters Score -109628.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -109630.414062 Penalty: 2326.769775
	Iteration 14Q: 3 clusters Score -109630.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -109633.726562 Penalty: 2326.769775
	Iteration 15Q: 3 clusters Score -109633.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -109635.664062 Penalty: 2326.769775
	Iteration 16Q: 3 clusters Score -109635.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -109638.062500 Penalty: 2326.769775
	Iteration 17Q: 3 clusters Score -109638.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -109638.476562 Penalty: 2326.769775
	Iteration 18Q: 3 clusters Score -109638.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -109638.476562 Penalty: 2326.769775
	Iteration 19F: 3 clusters Score -109638.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Entering Unmasked Estep 
Score: -170522.843750 Penalty: 1232.937866
	Iteration 0F: 2 clusters Score -170522.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -168485.421875 Penalty: 2465.875732
	Iteration 0F: 3 clusters Score -168485.4 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -169020.578125 Penalty: 2465.875732
	Iteration 1F: 3 clusters Score -169020.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -169199.953125 Penalty: 2465.875732
	Iteration 2F: 3 clusters Score -169200 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -169315.421875 Penalty: 2465.875732
	Iteration 3F: 3 clusters Score -169315.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -169399.718750 Penalty: 2465.875732
	Iteration 4F: 3 clusters Score -169399.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -169459.984375 Penalty: 2465.875732
	Iteration 5Q: 3 clusters Score -169460 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -169514.062500 Penalty: 2465.875732
	Iteration 6Q: 3 clusters Score -169514.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -169564.593750 Penalty: 2465.875732
	Iteration 7Q: 3 clusters Score -169564.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -169593.796875 Penalty: 2465.875732
	Iteration 8Q: 3 clusters Score -169593.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -169628.031250 Penalty: 2465.875732
	Iteration 9Q: 3 clusters Score -169628 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -169657.500000 Penalty: 2465.875732
	Iteration 10Q: 3 clusters Score -169657.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -169678.765625 Penalty: 2465.875732
	Iteration 11Q: 3 clusters Score -169678.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -169693.718750 Penalty: 2465.875732
	Iteration 12Q: 3 clusters Score -169693.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -169703.640625 Penalty: 2465.875732
	Iteration 13Q: 3 clusters Score -169703.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -169715.031250 Penalty: 2465.875732
	Iteration 14Q: 3 clusters Score -169715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -169721.562500 Penalty: 2465.875732
	Iteration 15Q: 3 clusters Score -169721.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -169723.937500 Penalty: 2465.875732
	Iteration 16Q: 3 clusters Score -169723.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -169726.843750 Penalty: 2465.875732
	Iteration 17Q: 3 clusters Score -169726.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -169730.734375 Penalty: 2465.875732
	Iteration 18Q: 3 clusters Score -169730.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -169735.421875 Penalty: 2465.875732
	Iteration 19Q: 3 clusters Score -169735.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -169739.843750 Penalty: 2465.875732
	Iteration 20F: 3 clusters Score -169739.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -169743.312500 Penalty: 2465.875732
	Iteration 21Q: 3 clusters Score -169743.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -169745.671875 Penalty: 2465.875732
	Iteration 22Q: 3 clusters Score -169745.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -169748.781250 Penalty: 2465.875732
	Iteration 23Q: 3 clusters Score -169748.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -169751.906250 Penalty: 2465.875732
	Iteration 24Q: 3 clusters Score -169751.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -169754.890625 Penalty: 2465.875732
	Iteration 25Q: 3 clusters Score -169754.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -169756.140625 Penalty: 2465.875732
	Iteration 26Q: 3 clusters Score -169756.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -169757.906250 Penalty: 2465.875732
	Iteration 27Q: 3 clusters Score -169757.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -169760.109375 Penalty: 2465.875732
	Iteration 28Q: 3 clusters Score -169760.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -169762.718750 Penalty: 2465.875732
	Iteration 29Q: 3 clusters Score -169762.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -169763.703125 Penalty: 2465.875732
	Iteration 30Q: 3 clusters Score -169763.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -169764.109375 Penalty: 2465.875732
	Iteration 31Q: 3 clusters Score -169764.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -169764.812500 Penalty: 2465.875732
	Iteration 32Q: 3 clusters Score -169764.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -169765.843750 Penalty: 2465.875732
	Iteration 33Q: 3 clusters Score -169765.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -169765.843750 Penalty: 2465.875732
	Iteration 34F: 3 clusters Score -169765.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (12891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Entering Unmasked Estep 
Score: -1173150.250000 Penalty: 1537.946289
	Iteration 0F: 2 clusters Score -1173150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1164119.625000 Penalty: 3075.892578
	Iteration 0F: 3 clusters Score -1164120 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1167444.500000 Penalty: 3075.892578
	Iteration 1F: 3 clusters Score -1167444 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1167995.500000 Penalty: 3075.892578
	Iteration 2F: 3 clusters Score -1167996 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1168647.250000 Penalty: 3075.892578
	Iteration 3F: 3 clusters Score -1168647 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1169451.375000 Penalty: 3075.892578
	Iteration 4F: 3 clusters Score -1169451 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1170296.250000 Penalty: 3075.892578
	Iteration 5F: 3 clusters Score -1170296 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1170993.375000 Penalty: 3075.892578
	Iteration 6F: 3 clusters Score -1170993 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1171542.875000 Penalty: 3075.892578
	Iteration 7F: 3 clusters Score -1171543 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1171879.500000 Penalty: 3075.892578
	Iteration 8Q: 3 clusters Score -1171880 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1172036.125000 Penalty: 3075.892578
	Iteration 9Q: 3 clusters Score -1172036 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1172112.500000 Penalty: 3075.892578
	Iteration 10Q: 3 clusters Score -1172112 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1172146.875000 Penalty: 3075.892578
	Iteration 11Q: 3 clusters Score -1172147 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1172165.375000 Penalty: 3075.892578
	Iteration 12Q: 3 clusters Score -1172165 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1172173.375000 Penalty: 3075.892578
	Iteration 13Q: 3 clusters Score -1172173 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1172178.500000 Penalty: 3075.892578
	Iteration 14Q: 3 clusters Score -1172178 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1172183.625000 Penalty: 3075.892578
	Iteration 15Q: 3 clusters Score -1172184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1172188.750000 Penalty: 3075.892578
	Iteration 16Q: 3 clusters Score -1172189 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1172191.000000 Penalty: 3075.892578
	Iteration 17Q: 3 clusters Score -1172191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1172193.875000 Penalty: 3075.892578
	Iteration 18Q: 3 clusters Score -1172194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1172196.375000 Penalty: 3075.892578
	Iteration 19Q: 3 clusters Score -1172196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1172195.875000 Penalty: 3075.892578
	Iteration 20F: 3 clusters Score -1172196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1172197.875000 Penalty: 3075.892578
	Iteration 21Q: 3 clusters Score -1172198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1172199.375000 Penalty: 3075.892578
	Iteration 22Q: 3 clusters Score -1172199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1172198.125000 Penalty: 3075.892578
	Iteration 23Q: 3 clusters Score -1172198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1172200.500000 Penalty: 3075.892578
	Iteration 24Q: 3 clusters Score -1172200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1172200.875000 Penalty: 3075.892578
	Iteration 25Q: 3 clusters Score -1172201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1172197.875000 Penalty: 3075.892578
	Iteration 26Q: 3 clusters Score -1172198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1172199.875000 Penalty: 3075.892578
	Iteration 27Q: 3 clusters Score -1172200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1172201.375000 Penalty: 3075.892578
	Iteration 28Q: 3 clusters Score -1172201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1172200.875000 Penalty: 3075.892578
	Iteration 29Q: 3 clusters Score -1172201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1172202.750000 Penalty: 3075.892578
	Iteration 30Q: 3 clusters Score -1172203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1172203.125000 Penalty: 3075.892578
	Iteration 31Q: 3 clusters Score -1172203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1172201.750000 Penalty: 3075.892578
	Iteration 32Q: 3 clusters Score -1172202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1172201.750000 Penalty: 3075.892578
	Iteration 33F: 3 clusters Score -1172202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Entering Unmasked Estep 
Score: -611774.187500 Penalty: 1434.725464
	Iteration 0F: 2 clusters Score -611774.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -606596.500000 Penalty: 2869.450928
	Iteration 0F: 3 clusters Score -606596.5 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -608235.312500 Penalty: 2869.450928
	Iteration 1F: 3 clusters Score -608235.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -608455.937500 Penalty: 2869.450928
	Iteration 2F: 3 clusters Score -608455.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -608643.312500 Penalty: 2869.450928
	Iteration 3F: 3 clusters Score -608643.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -608836.875000 Penalty: 2869.450928
	Iteration 4Q: 3 clusters Score -608836.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -608997.437500 Penalty: 2869.450928
	Iteration 5Q: 3 clusters Score -608997.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -609221.812500 Penalty: 2869.450928
	Iteration 6Q: 3 clusters Score -609221.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -609465.437500 Penalty: 2869.450928
	Iteration 7F: 3 clusters Score -609465.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -609691.125000 Penalty: 2869.450928
	Iteration 8Q: 3 clusters Score -609691.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -609890.250000 Penalty: 2869.450928
	Iteration 9Q: 3 clusters Score -609890.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -610037.687500 Penalty: 2869.450928
	Iteration 10Q: 3 clusters Score -610037.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -610160.312500 Penalty: 2869.450928
	Iteration 11Q: 3 clusters Score -610160.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -610251.312500 Penalty: 2869.450928
	Iteration 12Q: 3 clusters Score -610251.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -610318.437500 Penalty: 2869.450928
	Iteration 13Q: 3 clusters Score -610318.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -610362.062500 Penalty: 2869.450928
	Iteration 14Q: 3 clusters Score -610362.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -610396.250000 Penalty: 2869.450928
	Iteration 15Q: 3 clusters Score -610396.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -610417.000000 Penalty: 2869.450928
	Iteration 16Q: 3 clusters Score -610417 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -610428.312500 Penalty: 2869.450928
	Iteration 17Q: 3 clusters Score -610428.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -610434.500000 Penalty: 2869.450928
	Iteration 18Q: 3 clusters Score -610434.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -610440.625000 Penalty: 2869.450928
	Iteration 19Q: 3 clusters Score -610440.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -610447.187500 Penalty: 2869.450928
	Iteration 20F: 3 clusters Score -610447.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -610454.375000 Penalty: 2869.450928
	Iteration 21Q: 3 clusters Score -610454.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -610459.375000 Penalty: 2869.450928
	Iteration 22Q: 3 clusters Score -610459.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -610463.500000 Penalty: 2869.450928
	Iteration 23Q: 3 clusters Score -610463.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -610465.062500 Penalty: 2869.450928
	Iteration 24Q: 3 clusters Score -610465.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -610465.750000 Penalty: 2869.450928
	Iteration 25Q: 3 clusters Score -610465.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -610468.187500 Penalty: 2869.450928
	Iteration 26Q: 3 clusters Score -610468.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -610469.937500 Penalty: 2869.450928
	Iteration 27Q: 3 clusters Score -610469.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -610471.625000 Penalty: 2869.450928
	Iteration 28Q: 3 clusters Score -610471.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -610471.250000 Penalty: 2869.450928
	Iteration 29Q: 3 clusters Score -610471.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -610473.625000 Penalty: 2869.450928
	Iteration 30Q: 3 clusters Score -610473.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -610474.812500 Penalty: 2869.450928
	Iteration 31Q: 3 clusters Score -610474.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -610478.625000 Penalty: 2869.450928
	Iteration 32Q: 3 clusters Score -610478.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -610478.625000 Penalty: 2869.450928
	Iteration 33Q: 3 clusters Score -610478.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -610479.500000 Penalty: 2869.450928
	Iteration 34Q: 3 clusters Score -610479.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -610481.187500 Penalty: 2869.450928
	Iteration 35Q: 3 clusters Score -610481.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -610481.625000 Penalty: 2869.450928
	Iteration 36Q: 3 clusters Score -610481.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -610483.375000 Penalty: 2869.450928
	Iteration 37Q: 3 clusters Score -610483.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -610483.312500 Penalty: 2869.450928
	Iteration 38Q: 3 clusters Score -610483.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -610483.562500 Penalty: 2869.450928
	Iteration 39Q: 3 clusters Score -610483.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -610484.437500 Penalty: 2869.450928
	Iteration 40F: 3 clusters Score -610484.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -610485.812500 Penalty: 2869.450928
	Iteration 41Q: 3 clusters Score -610485.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -610485.187500 Penalty: 2869.450928
	Iteration 42Q: 3 clusters Score -610485.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -610484.687500 Penalty: 2869.450928
	Iteration 43Q: 3 clusters Score -610484.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -610485.812500 Penalty: 2869.450928
	Iteration 44Q: 3 clusters Score -610485.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -610485.312500 Penalty: 2869.450928
	Iteration 45Q: 3 clusters Score -610485.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -610486.687500 Penalty: 2869.450928
	Iteration 46Q: 3 clusters Score -610486.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -610487.312500 Penalty: 2869.450928
	Iteration 47Q: 3 clusters Score -610487.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -610487.312500 Penalty: 2869.450928
	Iteration 48F: 3 clusters Score -610487.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Entering Unmasked Estep 
Score: -189744.531250 Penalty: 1268.984497
	Iteration 0F: 2 clusters Score -189744.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -187405.375000 Penalty: 2537.968994
	Iteration 0F: 3 clusters Score -187405.4 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -188005.484375 Penalty: 2537.968994
	Iteration 1F: 3 clusters Score -188005.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -188207.640625 Penalty: 2537.968994
	Iteration 2F: 3 clusters Score -188207.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -188338.984375 Penalty: 2537.968994
	Iteration 3F: 3 clusters Score -188339 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -188436.500000 Penalty: 2537.968994
	Iteration 4Q: 3 clusters Score -188436.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -188506.375000 Penalty: 2537.968994
	Iteration 5Q: 3 clusters Score -188506.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -188562.828125 Penalty: 2537.968994
	Iteration 6Q: 3 clusters Score -188562.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -188607.703125 Penalty: 2537.968994
	Iteration 7Q: 3 clusters Score -188607.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -188648.281250 Penalty: 2537.968994
	Iteration 8Q: 3 clusters Score -188648.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -188686.593750 Penalty: 2537.968994
	Iteration 9Q: 3 clusters Score -188686.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -188716.796875 Penalty: 2537.968994
	Iteration 10Q: 3 clusters Score -188716.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -188744.109375 Penalty: 2537.968994
	Iteration 11Q: 3 clusters Score -188744.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -188759.593750 Penalty: 2537.968994
	Iteration 12Q: 3 clusters Score -188759.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -188769.359375 Penalty: 2537.968994
	Iteration 13Q: 3 clusters Score -188769.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -188778.750000 Penalty: 2537.968994
	Iteration 14Q: 3 clusters Score -188778.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -188784.718750 Penalty: 2537.968994
	Iteration 15Q: 3 clusters Score -188784.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -188791.328125 Penalty: 2537.968994
	Iteration 16Q: 3 clusters Score -188791.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -188798.671875 Penalty: 2537.968994
	Iteration 17Q: 3 clusters Score -188798.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -188809.953125 Penalty: 2537.968994
	Iteration 18Q: 3 clusters Score -188810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -188814.375000 Penalty: 2537.968994
	Iteration 19Q: 3 clusters Score -188814.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -188816.796875 Penalty: 2537.968994
	Iteration 20F: 3 clusters Score -188816.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -188817.390625 Penalty: 2537.968994
	Iteration 21Q: 3 clusters Score -188817.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -188817.671875 Penalty: 2537.968994
	Iteration 22Q: 3 clusters Score -188817.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -188817.671875 Penalty: 2537.968994
	Iteration 23F: 3 clusters Score -188817.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Entering Unmasked Estep 
Score: -107044.468750 Penalty: 1161.094360
	Iteration 0F: 2 clusters Score -107044.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -105397.625000 Penalty: 2322.188721
	Iteration 0F: 3 clusters Score -105397.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -105716.039062 Penalty: 2322.188721
	Iteration 1F: 3 clusters Score -105716 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -105835.687500 Penalty: 2322.188721
	Iteration 2F: 3 clusters Score -105835.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -105908.195312 Penalty: 2322.188721
	Iteration 3F: 3 clusters Score -105908.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -105994.710938 Penalty: 2322.188721
	Iteration 4Q: 3 clusters Score -105994.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -106090.960938 Penalty: 2322.188721
	Iteration 5Q: 3 clusters Score -106091 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -106220.062500 Penalty: 2322.188721
	Iteration 6Q: 3 clusters Score -106220.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -106366.218750 Penalty: 2322.188721
	Iteration 7F: 3 clusters Score -106366.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -106481.054688 Penalty: 2322.188721
	Iteration 8Q: 3 clusters Score -106481.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -106563.648438 Penalty: 2322.188721
	Iteration 9Q: 3 clusters Score -106563.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -106627.195312 Penalty: 2322.188721
	Iteration 10Q: 3 clusters Score -106627.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -106648.406250 Penalty: 2322.188721
	Iteration 11Q: 3 clusters Score -106648.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -106656.414062 Penalty: 2322.188721
	Iteration 12Q: 3 clusters Score -106656.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -106661.968750 Penalty: 2322.188721
	Iteration 13Q: 3 clusters Score -106662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -106665.757812 Penalty: 2322.188721
	Iteration 14Q: 3 clusters Score -106665.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -106668.984375 Penalty: 2322.188721
	Iteration 15Q: 3 clusters Score -106669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -106672.656250 Penalty: 2322.188721
	Iteration 16Q: 3 clusters Score -106672.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -106674.585938 Penalty: 2322.188721
	Iteration 17Q: 3 clusters Score -106674.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -106675.523438 Penalty: 2322.188721
	Iteration 18Q: 3 clusters Score -106675.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -106676.281250 Penalty: 2322.188721
	Iteration 19Q: 3 clusters Score -106676.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -106677.203125 Penalty: 2322.188721
	Iteration 20F: 3 clusters Score -106677.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Entering Unmasked Estep 
Score: -253116.875000 Penalty: 1294.626709
	Iteration 0F: 2 clusters Score -253116.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -250488.921875 Penalty: 2589.253418
	Iteration 0F: 3 clusters Score -250488.9 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -251120.062500 Penalty: 2589.253418
	Iteration 1F: 3 clusters Score -251120.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -251277.109375 Penalty: 2589.253418
	Iteration 2F: 3 clusters Score -251277.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -251377.765625 Penalty: 2589.253418
	Iteration 3F: 3 clusters Score -251377.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -251460.625000 Penalty: 2589.253418
	Iteration 4Q: 3 clusters Score -251460.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -251517.593750 Penalty: 2589.253418
	Iteration 5Q: 3 clusters Score -251517.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -251565.390625 Penalty: 2589.253418
	Iteration 6Q: 3 clusters Score -251565.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -251612.906250 Penalty: 2589.253418
	Iteration 7Q: 3 clusters Score -251612.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -251658.765625 Penalty: 2589.253418
	Iteration 8Q: 3 clusters Score -251658.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -251705.000000 Penalty: 2589.253418
	Iteration 9Q: 3 clusters Score -251705 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -251754.500000 Penalty: 2589.253418
	Iteration 10Q: 3 clusters Score -251754.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -251801.421875 Penalty: 2589.253418
	Iteration 11Q: 3 clusters Score -251801.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -251841.781250 Penalty: 2589.253418
	Iteration 12Q: 3 clusters Score -251841.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -251883.109375 Penalty: 2589.253418
	Iteration 13Q: 3 clusters Score -251883.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -251921.421875 Penalty: 2589.253418
	Iteration 14Q: 3 clusters Score -251921.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -251958.437500 Penalty: 2589.253418
	Iteration 15Q: 3 clusters Score -251958.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -251999.796875 Penalty: 2589.253418
	Iteration 16Q: 3 clusters Score -251999.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -252030.125000 Penalty: 2589.253418
	Iteration 17Q: 3 clusters Score -252030.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -252055.000000 Penalty: 2589.253418
	Iteration 18Q: 3 clusters Score -252055 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -252072.578125 Penalty: 2589.253418
	Iteration 19Q: 3 clusters Score -252072.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -252082.734375 Penalty: 2589.253418
	Iteration 20F: 3 clusters Score -252082.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -252089.812500 Penalty: 2589.253418
	Iteration 21Q: 3 clusters Score -252089.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -252097.875000 Penalty: 2589.253418
	Iteration 22Q: 3 clusters Score -252097.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -252109.140625 Penalty: 2589.253418
	Iteration 23Q: 3 clusters Score -252109.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -252114.234375 Penalty: 2589.253418
	Iteration 24Q: 3 clusters Score -252114.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -252117.781250 Penalty: 2589.253418
	Iteration 25Q: 3 clusters Score -252117.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -252122.515625 Penalty: 2589.253418
	Iteration 26Q: 3 clusters Score -252122.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -252126.062500 Penalty: 2589.253418
	Iteration 27Q: 3 clusters Score -252126.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -252129.671875 Penalty: 2589.253418
	Iteration 28Q: 3 clusters Score -252129.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -252132.031250 Penalty: 2589.253418
	Iteration 29Q: 3 clusters Score -252132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -252135.500000 Penalty: 2589.253418
	Iteration 30Q: 3 clusters Score -252135.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -252141.062500 Penalty: 2589.253418
	Iteration 31Q: 3 clusters Score -252141.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -252145.890625 Penalty: 2589.253418
	Iteration 32Q: 3 clusters Score -252145.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -252150.328125 Penalty: 2589.253418
	Iteration 33Q: 3 clusters Score -252150.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -252151.984375 Penalty: 2589.253418
	Iteration 34Q: 3 clusters Score -252152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -252152.875000 Penalty: 2589.253418
	Iteration 35Q: 3 clusters Score -252152.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -252154.625000 Penalty: 2589.253418
	Iteration 36Q: 3 clusters Score -252154.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -252157.343750 Penalty: 2589.253418
	Iteration 37Q: 3 clusters Score -252157.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -252158.031250 Penalty: 2589.253418
	Iteration 38Q: 3 clusters Score -252158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -252157.890625 Penalty: 2589.253418
	Iteration 39Q: 3 clusters Score -252157.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -252158.375000 Penalty: 2589.253418
	Iteration 40F: 3 clusters Score -252158.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -252158.687500 Penalty: 2589.253418
	Iteration 41Q: 3 clusters Score -252158.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -252159.375000 Penalty: 2589.253418
	Iteration 42Q: 3 clusters Score -252159.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -252161.031250 Penalty: 2589.253418
	Iteration 43Q: 3 clusters Score -252161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -252162.015625 Penalty: 2589.253418
	Iteration 44Q: 3 clusters Score -252162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -252162.984375 Penalty: 2589.253418
	Iteration 45Q: 3 clusters Score -252163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -252163.859375 Penalty: 2589.253418
	Iteration 46Q: 3 clusters Score -252163.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -252164.218750 Penalty: 2589.253418
	Iteration 47Q: 3 clusters Score -252164.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -252164.609375 Penalty: 2589.253418
	Iteration 48Q: 3 clusters Score -252164.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -252164.609375 Penalty: 2589.253418
	Iteration 49F: 3 clusters Score -252164.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Entering Unmasked Estep 
Score: -347127.218750 Penalty: 1340.810669
	Iteration 0F: 2 clusters Score -347127.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -343913.781250 Penalty: 2681.621338
	Iteration 0F: 3 clusters Score -343913.8 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -344737.843750 Penalty: 2681.621338
	Iteration 1F: 3 clusters Score -344737.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -344920.718750 Penalty: 2681.621338
	Iteration 2F: 3 clusters Score -344920.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -345054.281250 Penalty: 2681.621338
	Iteration 3F: 3 clusters Score -345054.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -345152.062500 Penalty: 2681.621338
	Iteration 4Q: 3 clusters Score -345152.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -345226.281250 Penalty: 2681.621338
	Iteration 5Q: 3 clusters Score -345226.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -345305.562500 Penalty: 2681.621338
	Iteration 6Q: 3 clusters Score -345305.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -345369.906250 Penalty: 2681.621338
	Iteration 7Q: 3 clusters Score -345369.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -345435.906250 Penalty: 2681.621338
	Iteration 8Q: 3 clusters Score -345435.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -345495.000000 Penalty: 2681.621338
	Iteration 9Q: 3 clusters Score -345495 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -345552.468750 Penalty: 2681.621338
	Iteration 10Q: 3 clusters Score -345552.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -345596.625000 Penalty: 2681.621338
	Iteration 11Q: 3 clusters Score -345596.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -345651.906250 Penalty: 2681.621338
	Iteration 12Q: 3 clusters Score -345651.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -345700.781250 Penalty: 2681.621338
	Iteration 13Q: 3 clusters Score -345700.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -345742.468750 Penalty: 2681.621338
	Iteration 14Q: 3 clusters Score -345742.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -345766.812500 Penalty: 2681.621338
	Iteration 15Q: 3 clusters Score -345766.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -345796.656250 Penalty: 2681.621338
	Iteration 16Q: 3 clusters Score -345796.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -345819.281250 Penalty: 2681.621338
	Iteration 17Q: 3 clusters Score -345819.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -345838.875000 Penalty: 2681.621338
	Iteration 18Q: 3 clusters Score -345838.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -345862.031250 Penalty: 2681.621338
	Iteration 19Q: 3 clusters Score -345862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -345880.843750 Penalty: 2681.621338
	Iteration 20F: 3 clusters Score -345880.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -345895.093750 Penalty: 2681.621338
	Iteration 21Q: 3 clusters Score -345895.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -345901.812500 Penalty: 2681.621338
	Iteration 22Q: 3 clusters Score -345901.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -345907.218750 Penalty: 2681.621338
	Iteration 23Q: 3 clusters Score -345907.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -345912.312500 Penalty: 2681.621338
	Iteration 24Q: 3 clusters Score -345912.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -345916.718750 Penalty: 2681.621338
	Iteration 25Q: 3 clusters Score -345916.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -345923.062500 Penalty: 2681.621338
	Iteration 26Q: 3 clusters Score -345923.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -345926.250000 Penalty: 2681.621338
	Iteration 27Q: 3 clusters Score -345926.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -345929.312500 Penalty: 2681.621338
	Iteration 28Q: 3 clusters Score -345929.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -345932.687500 Penalty: 2681.621338
	Iteration 29Q: 3 clusters Score -345932.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -345938.625000 Penalty: 2681.621338
	Iteration 30Q: 3 clusters Score -345938.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -345942.031250 Penalty: 2681.621338
	Iteration 31Q: 3 clusters Score -345942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -345943.750000 Penalty: 2681.621338
	Iteration 32Q: 3 clusters Score -345943.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -345944.312500 Penalty: 2681.621338
	Iteration 33Q: 3 clusters Score -345944.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -345945.312500 Penalty: 2681.621338
	Iteration 34Q: 3 clusters Score -345945.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -345947.812500 Penalty: 2681.621338
	Iteration 35Q: 3 clusters Score -345947.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -345949.187500 Penalty: 2681.621338
	Iteration 36Q: 3 clusters Score -345949.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -345951.312500 Penalty: 2681.621338
	Iteration 37Q: 3 clusters Score -345951.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -345951.312500 Penalty: 2681.621338
	Iteration 38F: 3 clusters Score -345951.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Entering Unmasked Estep 
Score: -193830.984375 Penalty: 1249.968384
	Iteration 0F: 2 clusters Score -193831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -191601.375000 Penalty: 2499.936768
	Iteration 0F: 3 clusters Score -191601.4 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -192071.906250 Penalty: 2499.936768
	Iteration 1F: 3 clusters Score -192071.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -192202.906250 Penalty: 2499.936768
	Iteration 2F: 3 clusters Score -192202.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -192280.921875 Penalty: 2499.936768
	Iteration 3F: 3 clusters Score -192280.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -192358.734375 Penalty: 2499.936768
	Iteration 4Q: 3 clusters Score -192358.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -192430.984375 Penalty: 2499.936768
	Iteration 5Q: 3 clusters Score -192431 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -192494.593750 Penalty: 2499.936768
	Iteration 6Q: 3 clusters Score -192494.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -192551.718750 Penalty: 2499.936768
	Iteration 7Q: 3 clusters Score -192551.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -192631.546875 Penalty: 2499.936768
	Iteration 8Q: 3 clusters Score -192631.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -192700.187500 Penalty: 2499.936768
	Iteration 9Q: 3 clusters Score -192700.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -192761.000000 Penalty: 2499.936768
	Iteration 10Q: 3 clusters Score -192761 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -192812.093750 Penalty: 2499.936768
	Iteration 11Q: 3 clusters Score -192812.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -192869.875000 Penalty: 2499.936768
	Iteration 12Q: 3 clusters Score -192869.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -192921.359375 Penalty: 2499.936768
	Iteration 13Q: 3 clusters Score -192921.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -192973.343750 Penalty: 2499.936768
	Iteration 14Q: 3 clusters Score -192973.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -193052.921875 Penalty: 2499.936768
	Iteration 15Q: 3 clusters Score -193052.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -193152.265625 Penalty: 2499.936768
	Iteration 16Q: 3 clusters Score -193152.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -193219.781250 Penalty: 2499.936768
	Iteration 17Q: 3 clusters Score -193219.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -193263.359375 Penalty: 2499.936768
	Iteration 18Q: 3 clusters Score -193263.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -193293.203125 Penalty: 2499.936768
	Iteration 19Q: 3 clusters Score -193293.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -193302.468750 Penalty: 2499.936768
	Iteration 20F: 3 clusters Score -193302.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -193312.906250 Penalty: 2499.936768
	Iteration 21Q: 3 clusters Score -193312.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -193323.796875 Penalty: 2499.936768
	Iteration 22Q: 3 clusters Score -193323.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -193328.500000 Penalty: 2499.936768
	Iteration 23Q: 3 clusters Score -193328.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -193332.140625 Penalty: 2499.936768
	Iteration 24Q: 3 clusters Score -193332.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -193333.875000 Penalty: 2499.936768
	Iteration 25Q: 3 clusters Score -193333.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -193334.484375 Penalty: 2499.936768
	Iteration 26Q: 3 clusters Score -193334.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -193334.484375 Penalty: 2499.936768
	Iteration 27F: 3 clusters Score -193334.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (41079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Entering Unmasked Estep 
Score: -3810156.500000 Penalty: 1726.278442
	Iteration 0F: 2 clusters Score -3810156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -3782936.750000 Penalty: 3452.556885
	Iteration 0F: 3 clusters Score -3782937 nChanged 19097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -3794131.000000 Penalty: 3452.556885
	Iteration 1F: 3 clusters Score -3794131 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -3795304.000000 Penalty: 3452.556885
	Iteration 2F: 3 clusters Score -3795304 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -3796756.250000 Penalty: 3452.556885
	Iteration 3F: 3 clusters Score -3796756 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -3798299.000000 Penalty: 3452.556885
	Iteration 4F: 3 clusters Score -3798299 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -3799709.750000 Penalty: 3452.556885
	Iteration 5F: 3 clusters Score -3799710 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -3800923.750000 Penalty: 3452.556885
	Iteration 6F: 3 clusters Score -3800924 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -3802056.250000 Penalty: 3452.556885
	Iteration 7F: 3 clusters Score -3802056 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -3803081.750000 Penalty: 3452.556885
	Iteration 8Q: 3 clusters Score -3803082 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34014 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -3804108.500000 Penalty: 3452.556885
	Iteration 9Q: 3 clusters Score -3804108 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -3805089.750000 Penalty: 3452.556885
	Iteration 10Q: 3 clusters Score -3805090 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -3806001.750000 Penalty: 3452.556885
	Iteration 11Q: 3 clusters Score -3806002 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -3806786.250000 Penalty: 3452.556885
	Iteration 12Q: 3 clusters Score -3806786 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3807426.750000 Penalty: 3452.556885
	Iteration 13Q: 3 clusters Score -3807427 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39661 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3807888.250000 Penalty: 3452.556885
	Iteration 14Q: 3 clusters Score -3807888 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3808217.000000 Penalty: 3452.556885
	Iteration 15Q: 3 clusters Score -3808217 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3808400.250000 Penalty: 3452.556885
	Iteration 16Q: 3 clusters Score -3808400 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3808497.500000 Penalty: 3452.556885
	Iteration 17Q: 3 clusters Score -3808498 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3808552.500000 Penalty: 3452.556885
	Iteration 18Q: 3 clusters Score -3808552 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3808585.250000 Penalty: 3452.556885
	Iteration 19Q: 3 clusters Score -3808585 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3808605.750000 Penalty: 3452.556885
	Iteration 20F: 3 clusters Score -3808606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3808624.000000 Penalty: 3452.556885
	Iteration 21Q: 3 clusters Score -3808624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3808639.250000 Penalty: 3452.556885
	Iteration 22Q: 3 clusters Score -3808639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3808654.000000 Penalty: 3452.556885
	Iteration 23Q: 3 clusters Score -3808654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3808659.500000 Penalty: 3452.556885
	Iteration 24Q: 3 clusters Score -3808660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3808668.250000 Penalty: 3452.556885
	Iteration 25Q: 3 clusters Score -3808668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3808680.500000 Penalty: 3452.556885
	Iteration 26Q: 3 clusters Score -3808680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3808686.750000 Penalty: 3452.556885
	Iteration 27Q: 3 clusters Score -3808687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3808690.750000 Penalty: 3452.556885
	Iteration 28Q: 3 clusters Score -3808691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3808701.000000 Penalty: 3452.556885
	Iteration 29Q: 3 clusters Score -3808701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3808699.750000 Penalty: 3452.556885
	Iteration 30Q: 3 clusters Score -3808700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3808706.250000 Penalty: 3452.556885
	Iteration 31Q: 3 clusters Score -3808706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3808706.000000 Penalty: 3452.556885
	Iteration 32Q: 3 clusters Score -3808706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3808708.750000 Penalty: 3452.556885
	Iteration 33Q: 3 clusters Score -3808709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3808709.000000 Penalty: 3452.556885
	Iteration 34Q: 3 clusters Score -3808709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3808711.250000 Penalty: 3452.556885
	Iteration 35Q: 3 clusters Score -3808711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3808713.500000 Penalty: 3452.556885
	Iteration 36Q: 3 clusters Score -3808714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3808715.250000 Penalty: 3452.556885
	Iteration 37Q: 3 clusters Score -3808715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3808716.250000 Penalty: 3452.556885
	Iteration 38Q: 3 clusters Score -3808716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3808717.750000 Penalty: 3452.556885
	Iteration 39Q: 3 clusters Score -3808718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3808719.750000 Penalty: 3452.556885
	Iteration 40F: 3 clusters Score -3808720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3808719.750000 Penalty: 3452.556885
	Iteration 41Q: 3 clusters Score -3808720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3808720.000000 Penalty: 3452.556885
	Iteration 42Q: 3 clusters Score -3808720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3808721.750000 Penalty: 3452.556885
	Iteration 43Q: 3 clusters Score -3808722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3808721.750000 Penalty: 3452.556885
	Iteration 44F: 3 clusters Score -3808722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Entering Unmasked Estep 
Score: -231062.328125 Penalty: 1278.217773
	Iteration 0F: 2 clusters Score -231062.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -228579.765625 Penalty: 2556.435547
	Iteration 0F: 3 clusters Score -228579.8 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -229141.500000 Penalty: 2556.435547
	Iteration 1F: 3 clusters Score -229141.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -229266.265625 Penalty: 2556.435547
	Iteration 2F: 3 clusters Score -229266.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -229349.265625 Penalty: 2556.435547
	Iteration 3Q: 3 clusters Score -229349.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -229419.859375 Penalty: 2556.435547
	Iteration 4Q: 3 clusters Score -229419.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -229495.187500 Penalty: 2556.435547
	Iteration 5Q: 3 clusters Score -229495.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -229560.500000 Penalty: 2556.435547
	Iteration 6Q: 3 clusters Score -229560.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -229618.031250 Penalty: 2556.435547
	Iteration 7Q: 3 clusters Score -229618 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -229668.796875 Penalty: 2556.435547
	Iteration 8Q: 3 clusters Score -229668.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -229715.046875 Penalty: 2556.435547
	Iteration 9Q: 3 clusters Score -229715 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -229749.359375 Penalty: 2556.435547
	Iteration 10Q: 3 clusters Score -229749.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -229777.281250 Penalty: 2556.435547
	Iteration 11Q: 3 clusters Score -229777.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -229825.546875 Penalty: 2556.435547
	Iteration 12Q: 3 clusters Score -229825.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -229885.109375 Penalty: 2556.435547
	Iteration 13Q: 3 clusters Score -229885.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -229931.781250 Penalty: 2556.435547
	Iteration 14Q: 3 clusters Score -229931.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -229995.125000 Penalty: 2556.435547
	Iteration 15Q: 3 clusters Score -229995.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -230058.375000 Penalty: 2556.435547
	Iteration 16Q: 3 clusters Score -230058.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -230129.843750 Penalty: 2556.435547
	Iteration 17Q: 3 clusters Score -230129.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -230221.359375 Penalty: 2556.435547
	Iteration 18Q: 3 clusters Score -230221.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -230301.703125 Penalty: 2556.435547
	Iteration 19Q: 3 clusters Score -230301.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -230362.437500 Penalty: 2556.435547
	Iteration 20F: 3 clusters Score -230362.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -230423.046875 Penalty: 2556.435547
	Iteration 21Q: 3 clusters Score -230423 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -230454.625000 Penalty: 2556.435547
	Iteration 22Q: 3 clusters Score -230454.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -230481.453125 Penalty: 2556.435547
	Iteration 23Q: 3 clusters Score -230481.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -230508.984375 Penalty: 2556.435547
	Iteration 24Q: 3 clusters Score -230509 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -230525.093750 Penalty: 2556.435547
	Iteration 25Q: 3 clusters Score -230525.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -230545.765625 Penalty: 2556.435547
	Iteration 26Q: 3 clusters Score -230545.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -230560.593750 Penalty: 2556.435547
	Iteration 27Q: 3 clusters Score -230560.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -230573.093750 Penalty: 2556.435547
	Iteration 28Q: 3 clusters Score -230573.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -230590.921875 Penalty: 2556.435547
	Iteration 29Q: 3 clusters Score -230590.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -230605.765625 Penalty: 2556.435547
	Iteration 30Q: 3 clusters Score -230605.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -230616.734375 Penalty: 2556.435547
	Iteration 31Q: 3 clusters Score -230616.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -230630.687500 Penalty: 2556.435547
	Iteration 32Q: 3 clusters Score -230630.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -230642.890625 Penalty: 2556.435547
	Iteration 33Q: 3 clusters Score -230642.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -230649.250000 Penalty: 2556.435547
	Iteration 34Q: 3 clusters Score -230649.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -230659.531250 Penalty: 2556.435547
	Iteration 35Q: 3 clusters Score -230659.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -230667.593750 Penalty: 2556.435547
	Iteration 36Q: 3 clusters Score -230667.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -230676.296875 Penalty: 2556.435547
	Iteration 37Q: 3 clusters Score -230676.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -230688.328125 Penalty: 2556.435547
	Iteration 38Q: 3 clusters Score -230688.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -230693.359375 Penalty: 2556.435547
	Iteration 39Q: 3 clusters Score -230693.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -230699.968750 Penalty: 2556.435547
	Iteration 40F: 3 clusters Score -230700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -230703.531250 Penalty: 2556.435547
	Iteration 41Q: 3 clusters Score -230703.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -230704.562500 Penalty: 2556.435547
	Iteration 42Q: 3 clusters Score -230704.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -230705.968750 Penalty: 2556.435547
	Iteration 43Q: 3 clusters Score -230706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -230708.406250 Penalty: 2556.435547
	Iteration 44Q: 3 clusters Score -230708.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -230714.953125 Penalty: 2556.435547
	Iteration 45Q: 3 clusters Score -230715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -230718.000000 Penalty: 2556.435547
	Iteration 46Q: 3 clusters Score -230718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -230719.828125 Penalty: 2556.435547
	Iteration 47Q: 3 clusters Score -230719.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -230720.312500 Penalty: 2556.435547
	Iteration 48Q: 3 clusters Score -230720.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -230721.109375 Penalty: 2556.435547
	Iteration 49Q: 3 clusters Score -230721.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -230721.859375 Penalty: 2556.435547
	Iteration 50Q: 3 clusters Score -230721.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -230722.234375 Penalty: 2556.435547
	Iteration 51Q: 3 clusters Score -230722.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -230722.234375 Penalty: 2556.435547
	Iteration 52F: 3 clusters Score -230722.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -47705.164062 Penalty: 1044.041260
	Iteration 0F: 2 clusters Score -47705.16 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 314 members 
Entering Unmasked Estep 
Score: -46545.234375 Penalty: 2088.082520
	Iteration 0F: 3 clusters Score -46545.23 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -46740.804688 Penalty: 2088.082520
	Iteration 1F: 3 clusters Score -46740.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -46791.968750 Penalty: 2088.082520
	Iteration 2F: 3 clusters Score -46791.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -46818.796875 Penalty: 2088.082520
	Iteration 3Q: 3 clusters Score -46818.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -46840.750000 Penalty: 2088.082520
	Iteration 4Q: 3 clusters Score -46840.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -46860.367188 Penalty: 2088.082520
	Iteration 5Q: 3 clusters Score -46860.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -46874.117188 Penalty: 2088.082520
	Iteration 6Q: 3 clusters Score -46874.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46895.523438 Penalty: 2088.082520
	Iteration 7Q: 3 clusters Score -46895.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -46936.820312 Penalty: 2088.082520
	Iteration 8Q: 3 clusters Score -46936.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46967.035156 Penalty: 2088.082520
	Iteration 9Q: 3 clusters Score -46967.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -46990.097656 Penalty: 2088.082520
	Iteration 10Q: 3 clusters Score -46990.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -47010.207031 Penalty: 2088.082520
	Iteration 11Q: 3 clusters Score -47010.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -47030.472656 Penalty: 2088.082520
	Iteration 12Q: 3 clusters Score -47030.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -47044.035156 Penalty: 2088.082520
	Iteration 13Q: 3 clusters Score -47044.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -47064.218750 Penalty: 2088.082520
	Iteration 14Q: 3 clusters Score -47064.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -47080.582031 Penalty: 2088.082520
	Iteration 15Q: 3 clusters Score -47080.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -47090.015625 Penalty: 2088.082520
	Iteration 16Q: 3 clusters Score -47090.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47096.101562 Penalty: 2088.082520
	Iteration 17Q: 3 clusters Score -47096.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -47104.675781 Penalty: 2088.082520
	Iteration 18Q: 3 clusters Score -47104.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47121.644531 Penalty: 2088.082520
	Iteration 19Q: 3 clusters Score -47121.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -47170.828125 Penalty: 2088.082520
	Iteration 20F: 3 clusters Score -47170.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -47196.417969 Penalty: 2088.082520
	Iteration 21Q: 3 clusters Score -47196.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -47232.460938 Penalty: 2088.082520
	Iteration 22Q: 3 clusters Score -47232.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -47258.625000 Penalty: 2088.082520
	Iteration 23Q: 3 clusters Score -47258.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -47299.351562 Penalty: 2088.082520
	Iteration 24Q: 3 clusters Score -47299.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -47354.230469 Penalty: 2088.082520
	Iteration 25Q: 3 clusters Score -47354.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -47433.914062 Penalty: 2088.082520
	Iteration 26Q: 3 clusters Score -47433.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -47552.761719 Penalty: 2088.082520
	Iteration 27Q: 3 clusters Score -47552.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -47609.621094 Penalty: 2088.082520
	Iteration 28Q: 3 clusters Score -47609.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -47636.843750 Penalty: 2088.082520
	Iteration 29Q: 3 clusters Score -47636.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -47660.738281 Penalty: 2088.082520
	Iteration 30Q: 3 clusters Score -47660.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -47679.859375 Penalty: 2088.082520
	Iteration 31Q: 3 clusters Score -47679.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -47692.523438 Penalty: 2088.082520
	Iteration 32Q: 3 clusters Score -47692.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -47698.710938 Penalty: 2088.082520
	Iteration 33Q: 3 clusters Score -47698.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -47701.578125 Penalty: 2088.082520
	Iteration 34Q: 3 clusters Score -47701.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -47706.582031 Penalty: 2088.082520
	Iteration 35Q: 3 clusters Score -47706.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -47709.609375 Penalty: 2088.082520
	Iteration 36Q: 3 clusters Score -47709.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -47713.980469 Penalty: 2088.082520
	Iteration 37Q: 3 clusters Score -47713.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -47721.203125 Penalty: 2088.082520
	Iteration 38Q: 3 clusters Score -47721.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -47721.203125 Penalty: 2088.082520
	Iteration 39F: 3 clusters Score -47721.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52486 members 
Mstep: Class 3 contains 27231 members 
Mstep: Class 4 contains 10951 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 115304 members 
Mstep: Class 7 contains 124379 members 
Mstep: Class 8 contains 27401 members 
Mstep: Class 9 contains 63850 members 
Mstep: Class 10 contains 15244 members 
Mstep: Class 11 contains 3488 members 
Mstep: Class 12 contains 59750 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 40016 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 59430 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 13624 members 
Mstep: Class 22 contains 6868 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 10496 members 
Mstep: Class 26 contains 19290 members 
Mstep: Class 27 contains 73389 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 1009 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 7894 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 7187 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 8970 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 12891 members 
Mstep: Class 41 contains 6830 members 
Mstep: Class 42 contains 2463 members 
Mstep: Class 43 contains 1268 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 41079 members 
Mstep: Class 48 contains 2607 members 
Mstep: Class 49 contains 238 members 
Mstep: Class 50 contains 80710 members 
Mstep: Class 51 contains 379 members 
Entering Unmasked Estep 
Score: -84474152.000000 Penalty: 114143.289062
Splitting cluster 49 changes total score from -84475352.000000 to -84474152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (80710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80710 members 
Entering Unmasked Estep 
Score: -7461221.500000 Penalty: 1836.025269
	Iteration 0F: 2 clusters Score -7461222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -7407236.500000 Penalty: 3672.050537
	Iteration 0F: 3 clusters Score -7407236 nChanged 38460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
Score: -7429135.500000 Penalty: 3672.050537
	Iteration 1F: 3 clusters Score -7429136 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37687 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -7429757.000000 Penalty: 3672.050537
	Iteration 2Q: 3 clusters Score -7429757 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 44700 members 
Entering Unmasked Estep 
Score: -7430457.500000 Penalty: 3672.050537
	Iteration 3Q: 3 clusters Score -7430458 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Mstep: Class 2 contains 47172 members 
Entering Unmasked Estep 
Score: -7431496.500000 Penalty: 3672.050537
	Iteration 4Q: 3 clusters Score -7431496 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 50761 members 
Entering Unmasked Estep 
Score: -7433296.500000 Penalty: 3672.050537
	Iteration 5Q: 3 clusters Score -7433296 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 55827 members 
Entering Unmasked Estep 
Score: -7436510.500000 Penalty: 3672.050537
	Iteration 6F: 3 clusters Score -7436510 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 62217 members 
Entering Unmasked Estep 
Score: -7441500.000000 Penalty: 3672.050537
	Iteration 7F: 3 clusters Score -7441500 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 69340 members 
Entering Unmasked Estep 
Score: -7448270.000000 Penalty: 3672.050537
	Iteration 8F: 3 clusters Score -7448270 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 75350 members 
Entering Unmasked Estep 
Score: -7454425.500000 Penalty: 3672.050537
	Iteration 9F: 3 clusters Score -7454426 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 78783 members 
Entering Unmasked Estep 
Score: -7457860.500000 Penalty: 3672.050537
	Iteration 10Q: 3 clusters Score -7457860 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 80066 members 
Entering Unmasked Estep 
Score: -7459079.500000 Penalty: 3672.050537
	Iteration 11Q: 3 clusters Score -7459080 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 80416 members 
Entering Unmasked Estep 
Score: -7459375.000000 Penalty: 3672.050537
	Iteration 12Q: 3 clusters Score -7459375 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 80508 members 
Entering Unmasked Estep 
Score: -7459495.500000 Penalty: 3672.050537
	Iteration 13Q: 3 clusters Score -7459496 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 80530 members 
Entering Unmasked Estep 
Score: -7459537.500000 Penalty: 3672.050537
	Iteration 14Q: 3 clusters Score -7459538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 80537 members 
Entering Unmasked Estep 
Score: -7459569.500000 Penalty: 3672.050537
	Iteration 15Q: 3 clusters Score -7459570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 80544 members 
Entering Unmasked Estep 
Score: -7459582.000000 Penalty: 3672.050537
	Iteration 16Q: 3 clusters Score -7459582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 80549 members 
Entering Unmasked Estep 
Score: -7459593.500000 Penalty: 3672.050537
	Iteration 17Q: 3 clusters Score -7459594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 80553 members 
Entering Unmasked Estep 
Score: -7459593.500000 Penalty: 3672.050537
	Iteration 18Q: 3 clusters Score -7459594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 80554 members 
Entering Unmasked Estep 
Score: -7459592.500000 Penalty: 3672.050537
	Iteration 19Q: 3 clusters Score -7459592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 80554 members 
Entering Unmasked Estep 
Score: -7459592.500000 Penalty: 3672.050537
	Iteration 20F: 3 clusters Score -7459592 nChanged 0
--- Evaluating fit on full set of 2874988 points ---
Entering Unmasked Estep 
Score: -254840720.000000 Penalty: 120831.421875
23->51 Clusters: Score -254840720.000000, best is -254858752.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 958329 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 41633 members 
Mstep: Class 3 contains 41460 members 
Mstep: Class 4 contains 41684 members 
Mstep: Class 5 contains 41545 members 
Mstep: Class 6 contains 41232 members 
Mstep: Class 7 contains 41628 members 
Mstep: Class 8 contains 41671 members 
Mstep: Class 9 contains 41880 members 
Mstep: Class 10 contains 41873 members 
Mstep: Class 11 contains 41848 members 
Mstep: Class 12 contains 41411 members 
Mstep: Class 13 contains 41025 members 
Mstep: Class 14 contains 41657 members 
Mstep: Class 15 contains 42060 members 
Mstep: Class 16 contains 41768 members 
Mstep: Class 17 contains 41994 members 
Mstep: Class 18 contains 41390 members 
Mstep: Class 19 contains 41681 members 
Mstep: Class 20 contains 41737 members 
Mstep: Class 21 contains 41701 members 
Mstep: Class 22 contains 41918 members 
Mstep: Class 23 contains 41854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 937.255371 but Gain 2238.101562
Score: -78551280.000000 Penalty: 49238.285156
Iteration 0F: 23 clusters Score -7.855128e+07 nChanged 911265
Entering Unmasked Mstep 
Mstep: Class 0 contains 677 members 
Mstep: Class 1 contains 65647 members 
Mstep: Class 2 contains 24454 members 
Mstep: Class 3 contains 40335 members 
Mstep: Class 4 contains 34202 members 
Mstep: Class 5 contains 44338 members 
Mstep: Class 6 contains 25860 members 
Mstep: Class 7 contains 32247 members 
Mstep: Class 8 contains 26853 members 
Mstep: Class 9 contains 45908 members 
Mstep: Class 10 contains 72058 members 
Mstep: Class 11 contains 28730 members 
Mstep: Class 12 contains 37193 members 
Mstep: Class 14 contains 50097 members 
Mstep: Class 15 contains 50600 members 
Mstep: Class 16 contains 57369 members 
Mstep: Class 17 contains 85543 members 
Mstep: Class 18 contains 41540 members 
Mstep: Class 19 contains 27373 members 
Mstep: Class 20 contains 26416 members 
Mstep: Class 21 contains 33004 members 
Mstep: Class 22 contains 67345 members 
Mstep: Class 23 contains 40540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81828440.000000 Penalty: 49238.285156
Iteration 1F: 23 clusters Score -8.182844e+07 nChanged 382329
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 72634 members 
Mstep: Class 2 contains 18616 members 
Mstep: Class 3 contains 33321 members 
Mstep: Class 4 contains 23156 members 
Mstep: Class 5 contains 34466 members 
Mstep: Class 6 contains 17498 members 
Mstep: Class 7 contains 22982 members 
Mstep: Class 8 contains 16544 members 
Mstep: Class 9 contains 32160 members 
Mstep: Class 10 contains 105817 members 
Mstep: Class 11 contains 17294 members 
Mstep: Class 12 contains 31339 members 
Mstep: Class 14 contains 35354 members 
Mstep: Class 15 contains 48632 members 
Mstep: Class 16 contains 71331 members 
Mstep: Class 17 contains 142313 members 
Mstep: Class 18 contains 36439 members 
Mstep: Class 19 contains 16502 members 
Mstep: Class 20 contains 18451 members 
Mstep: Class 21 contains 20093 members 
Mstep: Class 22 contains 105546 members 
Mstep: Class 23 contains 37709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -82782080.000000 Penalty: 49238.285156
Iteration 2F: 23 clusters Score -8.278208e+07 nChanged 278030
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 74769 members 
Mstep: Class 2 contains 15717 members 
Mstep: Class 3 contains 31317 members 
Mstep: Class 4 contains 15734 members 
Mstep: Class 5 contains 37312 members 
Mstep: Class 6 contains 13807 members 
Mstep: Class 7 contains 18117 members 
Mstep: Class 8 contains 9192 members 
Mstep: Class 9 contains 21943 members 
Mstep: Class 10 contains 119025 members 
Mstep: Class 11 contains 10821 members 
Mstep: Class 12 contains 26155 members 
Mstep: Class 14 contains 17703 members 
Mstep: Class 15 contains 47755 members 
Mstep: Class 16 contains 71034 members 
Mstep: Class 17 contains 175886 members 
Mstep: Class 18 contains 27387 members 
Mstep: Class 19 contains 15824 members 
Mstep: Class 20 contains 14931 members 
Mstep: Class 21 contains 16845 members 
Mstep: Class 22 contains 138177 members 
Mstep: Class 23 contains 38835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83292776.000000 Penalty: 49238.285156
Iteration 3F: 23 clusters Score -8.329278e+07 nChanged 205923
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 70626 members 
Mstep: Class 2 contains 12933 members 
Mstep: Class 3 contains 31498 members 
Mstep: Class 4 contains 9001 members 
Mstep: Class 5 contains 35584 members 
Mstep: Class 6 contains 11707 members 
Mstep: Class 7 contains 15200 members 
Mstep: Class 8 contains 5802 members 
Mstep: Class 9 contains 13076 members 
Mstep: Class 10 contains 135711 members 
Mstep: Class 11 contains 8833 members 
Mstep: Class 12 contains 19875 members 
Mstep: Class 14 contains 10780 members 
Mstep: Class 15 contains 56642 members 
Mstep: Class 16 contains 63763 members 
Mstep: Class 17 contains 187251 members 
Mstep: Class 18 contains 20767 members 
Mstep: Class 19 contains 17213 members 
Mstep: Class 20 contains 12819 members 
Mstep: Class 21 contains 18542 members 
Mstep: Class 22 contains 165249 members 
Mstep: Class 23 contains 35436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83601896.000000 Penalty: 49238.285156
Iteration 4F: 23 clusters Score -8.36019e+07 nChanged 154234
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 64860 members 
Mstep: Class 2 contains 10401 members 
Mstep: Class 3 contains 33778 members 
Mstep: Class 4 contains 4963 members 
Mstep: Class 5 contains 28527 members 
Mstep: Class 6 contains 10118 members 
Mstep: Class 7 contains 13875 members 
Mstep: Class 8 contains 4515 members 
Mstep: Class 9 contains 7960 members 
Mstep: Class 10 contains 154504 members 
Mstep: Class 11 contains 7806 members 
Mstep: Class 12 contains 15370 members 
Mstep: Class 14 contains 8000 members 
Mstep: Class 15 contains 68859 members 
Mstep: Class 16 contains 57609 members 
Mstep: Class 17 contains 182961 members 
Mstep: Class 18 contains 16514 members 
Mstep: Class 19 contains 18369 members 
Mstep: Class 20 contains 12114 members 
Mstep: Class 21 contains 19034 members 
Mstep: Class 22 contains 187871 members 
Mstep: Class 23 contains 30307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83804760.000000 Penalty: 49238.285156
Iteration 5F: 23 clusters Score -8.380476e+07 nChanged 113990
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 62807 members 
Mstep: Class 2 contains 8250 members 
Mstep: Class 3 contains 39894 members 
Mstep: Class 4 contains 2998 members 
Mstep: Class 5 contains 20331 members 
Mstep: Class 6 contains 9171 members 
Mstep: Class 7 contains 13159 members 
Mstep: Class 8 contains 3892 members 
Mstep: Class 9 contains 5041 members 
Mstep: Class 10 contains 163813 members 
Mstep: Class 11 contains 6828 members 
Mstep: Class 12 contains 12441 members 
Mstep: Class 14 contains 6074 members 
Mstep: Class 15 contains 80114 members 
Mstep: Class 16 contains 56215 members 
Mstep: Class 17 contains 172057 members 
Mstep: Class 18 contains 14485 members 
Mstep: Class 19 contains 19191 members 
Mstep: Class 20 contains 12159 members 
Mstep: Class 21 contains 18080 members 
Mstep: Class 22 contains 204829 members 
Mstep: Class 23 contains 26487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83943848.000000 Penalty: 49238.285156
Iteration 6F: 23 clusters Score -8.394385e+07 nChanged 85213
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 62592 members 
Mstep: Class 2 contains 6713 members 
Mstep: Class 3 contains 45437 members 
Mstep: Class 4 contains 2060 members 
Mstep: Class 5 contains 13291 members 
Mstep: Class 6 contains 8724 members 
Mstep: Class 7 contains 13236 members 
Mstep: Class 8 contains 3527 members 
Mstep: Class 9 contains 3593 members 
Mstep: Class 10 contains 168604 members 
Mstep: Class 11 contains 6199 members 
Mstep: Class 12 contains 10557 members 
Mstep: Class 14 contains 4330 members 
Mstep: Class 15 contains 89569 members 
Mstep: Class 16 contains 56875 members 
Mstep: Class 17 contains 161906 members 
Mstep: Class 18 contains 14514 members 
Mstep: Class 19 contains 19705 members 
Mstep: Class 20 contains 12442 members 
Mstep: Class 21 contains 16441 members 
Mstep: Class 22 contains 213730 members 
Mstep: Class 23 contains 24273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84041056.000000 Penalty: 49238.285156
Iteration 7F: 23 clusters Score -8.404106e+07 nChanged 63927
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 62659 members 
Mstep: Class 2 contains 5937 members 
Mstep: Class 3 contains 46116 members 
Mstep: Class 4 contains 1688 members 
Mstep: Class 5 contains 8252 members 
Mstep: Class 6 contains 8913 members 
Mstep: Class 7 contains 14068 members 
Mstep: Class 8 contains 3249 members 
Mstep: Class 9 contains 2867 members 
Mstep: Class 10 contains 174145 members 
Mstep: Class 11 contains 5792 members 
Mstep: Class 12 contains 9195 members 
Mstep: Class 14 contains 3050 members 
Mstep: Class 15 contains 97526 members 
Mstep: Class 16 contains 58298 members 
Mstep: Class 17 contains 155569 members 
Mstep: Class 18 contains 16160 members 
Mstep: Class 19 contains 20054 members 
Mstep: Class 20 contains 12716 members 
Mstep: Class 21 contains 14756 members 
Mstep: Class 22 contains 214310 members 
Mstep: Class 23 contains 22999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84096800.000000 Penalty: 49238.285156
Iteration 8F: 23 clusters Score -8.40968e+07 nChanged 48336
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 62816 members 
Mstep: Class 2 contains 5677 members 
Mstep: Class 3 contains 45473 members 
Mstep: Class 4 contains 1663 members 
Mstep: Class 5 contains 5168 members 
Mstep: Class 6 contains 9397 members 
Mstep: Class 7 contains 15024 members 
Mstep: Class 8 contains 3159 members 
Mstep: Class 9 contains 2548 members 
Mstep: Class 10 contains 178279 members 
Mstep: Class 11 contains 5487 members 
Mstep: Class 12 contains 8243 members 
Mstep: Class 14 contains 2405 members 
Mstep: Class 15 contains 104861 members 
Mstep: Class 16 contains 60854 members 
Mstep: Class 17 contains 151247 members 
Mstep: Class 18 contains 18244 members 
Mstep: Class 19 contains 20362 members 
Mstep: Class 20 contains 12823 members 
Mstep: Class 21 contains 13678 members 
Mstep: Class 22 contains 208921 members 
Mstep: Class 23 contains 21990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84131088.000000 Penalty: 49238.285156
Iteration 9F: 23 clusters Score -8.413109e+07 nChanged 38200
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 62950 members 
Mstep: Class 2 contains 5755 members 
Mstep: Class 3 contains 44871 members 
Mstep: Class 4 contains 1822 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 9945 members 
Mstep: Class 7 contains 15785 members 
Mstep: Class 8 contains 3200 members 
Mstep: Class 9 contains 2385 members 
Mstep: Class 10 contains 181454 members 
Mstep: Class 11 contains 5261 members 
Mstep: Class 12 contains 7568 members 
Mstep: Class 14 contains 2102 members 
Mstep: Class 15 contains 111879 members 
Mstep: Class 16 contains 64106 members 
Mstep: Class 17 contains 148086 members 
Mstep: Class 18 contains 19944 members 
Mstep: Class 19 contains 20698 members 
Mstep: Class 20 contains 12856 members 
Mstep: Class 21 contains 13139 members 
Mstep: Class 22 contains 200030 members 
Mstep: Class 23 contains 21099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84157280.000000 Penalty: 49238.285156
Iteration 10Q: 23 clusters Score -8.415728e+07 nChanged 32685
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 62993 members 
Mstep: Class 2 contains 6107 members 
Mstep: Class 3 contains 44377 members 
Mstep: Class 4 contains 2147 members 
Mstep: Class 5 contains 2489 members 
Mstep: Class 6 contains 10552 members 
Mstep: Class 7 contains 16413 members 
Mstep: Class 8 contains 3407 members 
Mstep: Class 9 contains 2274 members 
Mstep: Class 10 contains 183904 members 
Mstep: Class 11 contains 5129 members 
Mstep: Class 12 contains 7130 members 
Mstep: Class 14 contains 2002 members 
Mstep: Class 15 contains 118364 members 
Mstep: Class 16 contains 67336 members 
Mstep: Class 17 contains 145921 members 
Mstep: Class 18 contains 21181 members 
Mstep: Class 19 contains 21056 members 
Mstep: Class 20 contains 12844 members 
Mstep: Class 21 contains 12880 members 
Mstep: Class 22 contains 189502 members 
Mstep: Class 23 contains 20310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84180288.000000 Penalty: 49238.285156
Iteration 11Q: 23 clusters Score -8.418029e+07 nChanged 29616
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 62963 members 
Mstep: Class 2 contains 6482 members 
Mstep: Class 3 contains 43955 members 
Mstep: Class 4 contains 2484 members 
Mstep: Class 5 contains 2245 members 
Mstep: Class 6 contains 11221 members 
Mstep: Class 7 contains 16987 members 
Mstep: Class 8 contains 3723 members 
Mstep: Class 9 contains 2191 members 
Mstep: Class 10 contains 185998 members 
Mstep: Class 11 contains 5235 members 
Mstep: Class 12 contains 6793 members 
Mstep: Class 14 contains 1954 members 
Mstep: Class 15 contains 123863 members 
Mstep: Class 16 contains 70287 members 
Mstep: Class 17 contains 144731 members 
Mstep: Class 18 contains 21849 members 
Mstep: Class 19 contains 21460 members 
Mstep: Class 20 contains 12834 members 
Mstep: Class 21 contains 12871 members 
Mstep: Class 22 contains 178634 members 
Mstep: Class 23 contains 19558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84203952.000000 Penalty: 49238.285156
Iteration 12Q: 23 clusters Score -8.420395e+07 nChanged 27318
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 62877 members 
Mstep: Class 2 contains 6817 members 
Mstep: Class 3 contains 43594 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 2495 members 
Mstep: Class 6 contains 11835 members 
Mstep: Class 7 contains 17527 members 
Mstep: Class 8 contains 4149 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 188099 members 
Mstep: Class 11 contains 5449 members 
Mstep: Class 12 contains 6490 members 
Mstep: Class 14 contains 1952 members 
Mstep: Class 15 contains 127550 members 
Mstep: Class 16 contains 72970 members 
Mstep: Class 17 contains 144152 members 
Mstep: Class 18 contains 22088 members 
Mstep: Class 19 contains 21894 members 
Mstep: Class 20 contains 12790 members 
Mstep: Class 21 contains 13045 members 
Mstep: Class 22 contains 168685 members 
Mstep: Class 23 contains 18966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84227448.000000 Penalty: 49238.285156
Iteration 13Q: 23 clusters Score -8.422745e+07 nChanged 25170
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 62686 members 
Mstep: Class 2 contains 7091 members 
Mstep: Class 3 contains 43300 members 
Mstep: Class 4 contains 2966 members 
Mstep: Class 5 contains 3414 members 
Mstep: Class 6 contains 12426 members 
Mstep: Class 7 contains 17818 members 
Mstep: Class 8 contains 4607 members 
Mstep: Class 9 contains 2171 members 
Mstep: Class 10 contains 190076 members 
Mstep: Class 11 contains 5829 members 
Mstep: Class 12 contains 6170 members 
Mstep: Class 14 contains 1977 members 
Mstep: Class 15 contains 129802 members 
Mstep: Class 16 contains 75577 members 
Mstep: Class 17 contains 143778 members 
Mstep: Class 18 contains 22087 members 
Mstep: Class 19 contains 22141 members 
Mstep: Class 20 contains 12674 members 
Mstep: Class 21 contains 13345 members 
Mstep: Class 22 contains 159969 members 
Mstep: Class 23 contains 18414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247144.000000 Penalty: 49238.285156
Iteration 14Q: 23 clusters Score -8.424714e+07 nChanged 22217
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 62393 members 
Mstep: Class 2 contains 7282 members 
Mstep: Class 3 contains 43081 members 
Mstep: Class 4 contains 3134 members 
Mstep: Class 5 contains 4759 members 
Mstep: Class 6 contains 12959 members 
Mstep: Class 7 contains 17755 members 
Mstep: Class 8 contains 5095 members 
Mstep: Class 9 contains 2269 members 
Mstep: Class 10 contains 191415 members 
Mstep: Class 11 contains 6382 members 
Mstep: Class 12 contains 5822 members 
Mstep: Class 14 contains 2024 members 
Mstep: Class 15 contains 131531 members 
Mstep: Class 16 contains 78011 members 
Mstep: Class 17 contains 143181 members 
Mstep: Class 18 contains 21980 members 
Mstep: Class 19 contains 21963 members 
Mstep: Class 20 contains 12548 members 
Mstep: Class 21 contains 13760 members 
Mstep: Class 22 contains 153091 members 
Mstep: Class 23 contains 17882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84261392.000000 Penalty: 49238.285156
Iteration 15Q: 23 clusters Score -8.426139e+07 nChanged 18337
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 61953 members 
Mstep: Class 2 contains 7398 members 
Mstep: Class 3 contains 42919 members 
Mstep: Class 4 contains 3248 members 
Mstep: Class 5 contains 6170 members 
Mstep: Class 6 contains 13461 members 
Mstep: Class 7 contains 17494 members 
Mstep: Class 8 contains 5723 members 
Mstep: Class 9 contains 2406 members 
Mstep: Class 10 contains 192087 members 
Mstep: Class 11 contains 7169 members 
Mstep: Class 12 contains 5369 members 
Mstep: Class 14 contains 2103 members 
Mstep: Class 15 contains 132840 members 
Mstep: Class 16 contains 80226 members 
Mstep: Class 17 contains 142278 members 
Mstep: Class 18 contains 21862 members 
Mstep: Class 19 contains 21699 members 
Mstep: Class 20 contains 12507 members 
Mstep: Class 21 contains 14200 members 
Mstep: Class 22 contains 147809 members 
Mstep: Class 23 contains 17397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84270832.000000 Penalty: 49238.285156
Iteration 16Q: 23 clusters Score -8.427083e+07 nChanged 15084
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 61253 members 
Mstep: Class 2 contains 7512 members 
Mstep: Class 3 contains 42770 members 
Mstep: Class 4 contains 3325 members 
Mstep: Class 5 contains 7493 members 
Mstep: Class 6 contains 13905 members 
Mstep: Class 7 contains 17246 members 
Mstep: Class 8 contains 6484 members 
Mstep: Class 9 contains 2608 members 
Mstep: Class 10 contains 192302 members 
Mstep: Class 11 contains 8233 members 
Mstep: Class 12 contains 4865 members 
Mstep: Class 14 contains 2179 members 
Mstep: Class 15 contains 133931 members 
Mstep: Class 16 contains 82159 members 
Mstep: Class 17 contains 141185 members 
Mstep: Class 18 contains 21749 members 
Mstep: Class 19 contains 21580 members 
Mstep: Class 20 contains 12481 members 
Mstep: Class 21 contains 14656 members 
Mstep: Class 22 contains 143414 members 
Mstep: Class 23 contains 16988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84277648.000000 Penalty: 49238.285156
Iteration 17Q: 23 clusters Score -8.427765e+07 nChanged 12278
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 60323 members 
Mstep: Class 2 contains 7596 members 
Mstep: Class 3 contains 42683 members 
Mstep: Class 4 contains 3365 members 
Mstep: Class 5 contains 8632 members 
Mstep: Class 6 contains 14224 members 
Mstep: Class 7 contains 17017 members 
Mstep: Class 8 contains 7296 members 
Mstep: Class 9 contains 2829 members 
Mstep: Class 10 contains 192286 members 
Mstep: Class 11 contains 9419 members 
Mstep: Class 12 contains 4453 members 
Mstep: Class 14 contains 2254 members 
Mstep: Class 15 contains 134778 members 
Mstep: Class 16 contains 83821 members 
Mstep: Class 17 contains 139972 members 
Mstep: Class 18 contains 21698 members 
Mstep: Class 19 contains 21594 members 
Mstep: Class 20 contains 12465 members 
Mstep: Class 21 contains 14986 members 
Mstep: Class 22 contains 139955 members 
Mstep: Class 23 contains 16672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84283208.000000 Penalty: 49238.285156
Iteration 18Q: 23 clusters Score -8.428321e+07 nChanged 10208
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 59331 members 
Mstep: Class 2 contains 7657 members 
Mstep: Class 3 contains 42620 members 
Mstep: Class 4 contains 3408 members 
Mstep: Class 5 contains 9564 members 
Mstep: Class 6 contains 14433 members 
Mstep: Class 7 contains 16835 members 
Mstep: Class 8 contains 8076 members 
Mstep: Class 9 contains 3010 members 
Mstep: Class 10 contains 192205 members 
Mstep: Class 11 contains 10555 members 
Mstep: Class 12 contains 4195 members 
Mstep: Class 14 contains 2319 members 
Mstep: Class 15 contains 135441 members 
Mstep: Class 16 contains 85327 members 
Mstep: Class 17 contains 138806 members 
Mstep: Class 18 contains 21665 members 
Mstep: Class 19 contains 21654 members 
Mstep: Class 20 contains 12442 members 
Mstep: Class 21 contains 15213 members 
Mstep: Class 22 contains 137142 members 
Mstep: Class 23 contains 16419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84286256.000000 Penalty: 49238.285156
Iteration 19Q: 23 clusters Score -8.428626e+07 nChanged 8550
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 58338 members 
Mstep: Class 2 contains 7699 members 
Mstep: Class 3 contains 42567 members 
Mstep: Class 4 contains 3432 members 
Mstep: Class 5 contains 10293 members 
Mstep: Class 6 contains 14569 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 8692 members 
Mstep: Class 9 contains 3154 members 
Mstep: Class 10 contains 192178 members 
Mstep: Class 11 contains 11619 members 
Mstep: Class 12 contains 4031 members 
Mstep: Class 14 contains 2367 members 
Mstep: Class 15 contains 135923 members 
Mstep: Class 16 contains 86784 members 
Mstep: Class 17 contains 137787 members 
Mstep: Class 18 contains 21636 members 
Mstep: Class 19 contains 21760 members 
Mstep: Class 20 contains 12427 members 
Mstep: Class 21 contains 15423 members 
Mstep: Class 22 contains 134782 members 
Mstep: Class 23 contains 16202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84293184.000000 Penalty: 49238.285156
Iteration 20F: 23 clusters Score -8.429318e+07 nChanged 10104
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 57373 members 
Mstep: Class 2 contains 7791 members 
Mstep: Class 3 contains 42535 members 
Mstep: Class 4 contains 3470 members 
Mstep: Class 5 contains 11983 members 
Mstep: Class 6 contains 14653 members 
Mstep: Class 7 contains 16366 members 
Mstep: Class 8 contains 9424 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 191719 members 
Mstep: Class 11 contains 12756 members 
Mstep: Class 12 contains 3777 members 
Mstep: Class 14 contains 2437 members 
Mstep: Class 15 contains 136449 members 
Mstep: Class 16 contains 87933 members 
Mstep: Class 17 contains 136431 members 
Mstep: Class 18 contains 21614 members 
Mstep: Class 19 contains 21358 members 
Mstep: Class 20 contains 12394 members 
Mstep: Class 21 contains 16189 members 
Mstep: Class 22 contains 132584 members 
Mstep: Class 23 contains 15535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84298392.000000 Penalty: 49238.285156
Iteration 21Q: 23 clusters Score -8.429839e+07 nChanged 9377
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 56472 members 
Mstep: Class 2 contains 7842 members 
Mstep: Class 3 contains 42509 members 
Mstep: Class 4 contains 3523 members 
Mstep: Class 5 contains 13260 members 
Mstep: Class 6 contains 14746 members 
Mstep: Class 7 contains 16162 members 
Mstep: Class 8 contains 10062 members 
Mstep: Class 9 contains 3861 members 
Mstep: Class 10 contains 191368 members 
Mstep: Class 11 contains 13626 members 
Mstep: Class 12 contains 3718 members 
Mstep: Class 14 contains 2517 members 
Mstep: Class 15 contains 136949 members 
Mstep: Class 16 contains 89017 members 
Mstep: Class 17 contains 135158 members 
Mstep: Class 18 contains 21611 members 
Mstep: Class 19 contains 21100 members 
Mstep: Class 20 contains 12378 members 
Mstep: Class 21 contains 16902 members 
Mstep: Class 22 contains 130575 members 
Mstep: Class 23 contains 14963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84303528.000000 Penalty: 49238.285156
Iteration 22Q: 23 clusters Score -8.430353e+07 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 55472 members 
Mstep: Class 2 contains 7870 members 
Mstep: Class 3 contains 42489 members 
Mstep: Class 4 contains 3578 members 
Mstep: Class 5 contains 14434 members 
Mstep: Class 6 contains 14820 members 
Mstep: Class 7 contains 15953 members 
Mstep: Class 8 contains 10654 members 
Mstep: Class 9 contains 4109 members 
Mstep: Class 10 contains 190929 members 
Mstep: Class 11 contains 14594 members 
Mstep: Class 12 contains 3738 members 
Mstep: Class 14 contains 2606 members 
Mstep: Class 15 contains 137398 members 
Mstep: Class 16 contains 89994 members 
Mstep: Class 17 contains 134000 members 
Mstep: Class 18 contains 21649 members 
Mstep: Class 19 contains 20875 members 
Mstep: Class 20 contains 12348 members 
Mstep: Class 21 contains 17562 members 
Mstep: Class 22 contains 128892 members 
Mstep: Class 23 contains 14355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84306240.000000 Penalty: 49238.285156
Iteration 23Q: 23 clusters Score -8.430624e+07 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 54630 members 
Mstep: Class 2 contains 7904 members 
Mstep: Class 3 contains 42463 members 
Mstep: Class 4 contains 3626 members 
Mstep: Class 5 contains 15446 members 
Mstep: Class 6 contains 14847 members 
Mstep: Class 7 contains 15753 members 
Mstep: Class 8 contains 11152 members 
Mstep: Class 9 contains 4297 members 
Mstep: Class 10 contains 190506 members 
Mstep: Class 11 contains 15409 members 
Mstep: Class 12 contains 3755 members 
Mstep: Class 14 contains 2676 members 
Mstep: Class 15 contains 137739 members 
Mstep: Class 16 contains 90856 members 
Mstep: Class 17 contains 133029 members 
Mstep: Class 18 contains 21739 members 
Mstep: Class 19 contains 20698 members 
Mstep: Class 20 contains 12318 members 
Mstep: Class 21 contains 18153 members 
Mstep: Class 22 contains 127437 members 
Mstep: Class 23 contains 13886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84308464.000000 Penalty: 49238.285156
Iteration 24Q: 23 clusters Score -8.430846e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 53961 members 
Mstep: Class 2 contains 7931 members 
Mstep: Class 3 contains 42444 members 
Mstep: Class 4 contains 3673 members 
Mstep: Class 5 contains 16305 members 
Mstep: Class 6 contains 14838 members 
Mstep: Class 7 contains 15597 members 
Mstep: Class 8 contains 11604 members 
Mstep: Class 9 contains 4446 members 
Mstep: Class 10 contains 190144 members 
Mstep: Class 11 contains 16064 members 
Mstep: Class 12 contains 3781 members 
Mstep: Class 14 contains 2765 members 
Mstep: Class 15 contains 138001 members 
Mstep: Class 16 contains 91668 members 
Mstep: Class 17 contains 132183 members 
Mstep: Class 18 contains 21827 members 
Mstep: Class 19 contains 20533 members 
Mstep: Class 20 contains 12276 members 
Mstep: Class 21 contains 18621 members 
Mstep: Class 22 contains 126082 members 
Mstep: Class 23 contains 13575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84309288.000000 Penalty: 49238.285156
Iteration 25Q: 23 clusters Score -8.430929e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 53459 members 
Mstep: Class 2 contains 7964 members 
Mstep: Class 3 contains 42436 members 
Mstep: Class 4 contains 3715 members 
Mstep: Class 5 contains 17076 members 
Mstep: Class 6 contains 14793 members 
Mstep: Class 7 contains 15446 members 
Mstep: Class 8 contains 12010 members 
Mstep: Class 9 contains 4568 members 
Mstep: Class 10 contains 189802 members 
Mstep: Class 11 contains 16548 members 
Mstep: Class 12 contains 3787 members 
Mstep: Class 14 contains 2847 members 
Mstep: Class 15 contains 138156 members 
Mstep: Class 16 contains 92410 members 
Mstep: Class 17 contains 131485 members 
Mstep: Class 18 contains 21914 members 
Mstep: Class 19 contains 20408 members 
Mstep: Class 20 contains 12227 members 
Mstep: Class 21 contains 19084 members 
Mstep: Class 22 contains 124834 members 
Mstep: Class 23 contains 13350 members 
Entering Unmasked Estep 
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Iteration 26Q: 23 clusters Score -8.430988e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 53077 members 
Mstep: Class 2 contains 7989 members 
Mstep: Class 3 contains 42431 members 
Mstep: Class 4 contains 3768 members 
Mstep: Class 5 contains 17737 members 
Mstep: Class 6 contains 14748 members 
Mstep: Class 7 contains 15321 members 
Mstep: Class 8 contains 12315 members 
Mstep: Class 9 contains 4655 members 
Mstep: Class 10 contains 189477 members 
Mstep: Class 11 contains 16913 members 
Mstep: Class 12 contains 3801 members 
Mstep: Class 14 contains 2923 members 
Mstep: Class 15 contains 138289 members 
Mstep: Class 16 contains 93099 members 
Mstep: Class 17 contains 130931 members 
Mstep: Class 18 contains 22004 members 
Mstep: Class 19 contains 20296 members 
Mstep: Class 20 contains 12176 members 
Mstep: Class 21 contains 19491 members 
Mstep: Class 22 contains 123700 members 
Mstep: Class 23 contains 13178 members 
Entering Unmasked Estep 
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Iteration 27Q: 23 clusters Score -8.431051e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 52765 members 
Mstep: Class 2 contains 8015 members 
Mstep: Class 3 contains 42433 members 
Mstep: Class 4 contains 3806 members 
Mstep: Class 5 contains 18259 members 
Mstep: Class 6 contains 14672 members 
Mstep: Class 7 contains 15222 members 
Mstep: Class 8 contains 12559 members 
Mstep: Class 9 contains 4727 members 
Mstep: Class 10 contains 189195 members 
Mstep: Class 11 contains 17213 members 
Mstep: Class 12 contains 3811 members 
Mstep: Class 14 contains 3000 members 
Mstep: Class 15 contains 138414 members 
Mstep: Class 16 contains 93704 members 
Mstep: Class 17 contains 130475 members 
Mstep: Class 18 contains 22087 members 
Mstep: Class 19 contains 20218 members 
Mstep: Class 20 contains 12139 members 
Mstep: Class 21 contains 19869 members 
Mstep: Class 22 contains 122694 members 
Mstep: Class 23 contains 13042 members 
Entering Unmasked Estep 
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Iteration 28Q: 23 clusters Score -8.431096e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 52537 members 
Mstep: Class 2 contains 8038 members 
Mstep: Class 3 contains 42441 members 
Mstep: Class 4 contains 3844 members 
Mstep: Class 5 contains 18691 members 
Mstep: Class 6 contains 14610 members 
Mstep: Class 7 contains 15143 members 
Mstep: Class 8 contains 12731 members 
Mstep: Class 9 contains 4807 members 
Mstep: Class 10 contains 188944 members 
Mstep: Class 11 contains 17435 members 
Mstep: Class 12 contains 3813 members 
Mstep: Class 14 contains 3066 members 
Mstep: Class 15 contains 138488 members 
Mstep: Class 16 contains 94240 members 
Mstep: Class 17 contains 130095 members 
Mstep: Class 18 contains 22185 members 
Mstep: Class 19 contains 20162 members 
Mstep: Class 20 contains 12095 members 
Mstep: Class 21 contains 20202 members 
Mstep: Class 22 contains 121818 members 
Mstep: Class 23 contains 12934 members 
Entering Unmasked Estep 
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Iteration 29Q: 23 clusters Score -8.431122e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 52358 members 
Mstep: Class 2 contains 8072 members 
Mstep: Class 3 contains 42437 members 
Mstep: Class 4 contains 3885 members 
Mstep: Class 5 contains 19062 members 
Mstep: Class 6 contains 14540 members 
Mstep: Class 7 contains 15081 members 
Mstep: Class 8 contains 12878 members 
Mstep: Class 9 contains 4870 members 
Mstep: Class 10 contains 188698 members 
Mstep: Class 11 contains 17609 members 
Mstep: Class 12 contains 3817 members 
Mstep: Class 14 contains 3121 members 
Mstep: Class 15 contains 138557 members 
Mstep: Class 16 contains 94727 members 
Mstep: Class 17 contains 129780 members 
Mstep: Class 18 contains 22306 members 
Mstep: Class 19 contains 20117 members 
Mstep: Class 20 contains 12051 members 
Mstep: Class 21 contains 20482 members 
Mstep: Class 22 contains 121035 members 
Mstep: Class 23 contains 12836 members 
Entering Unmasked Estep 
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Iteration 30Q: 23 clusters Score -8.431163e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 52219 members 
Mstep: Class 2 contains 8100 members 
Mstep: Class 3 contains 42434 members 
Mstep: Class 4 contains 3915 members 
Mstep: Class 5 contains 19352 members 
Mstep: Class 6 contains 14457 members 
Mstep: Class 7 contains 15028 members 
Mstep: Class 8 contains 12994 members 
Mstep: Class 9 contains 4907 members 
Mstep: Class 10 contains 188490 members 
Mstep: Class 11 contains 17743 members 
Mstep: Class 12 contains 3825 members 
Mstep: Class 14 contains 3175 members 
Mstep: Class 15 contains 138593 members 
Mstep: Class 16 contains 95207 members 
Mstep: Class 17 contains 129533 members 
Mstep: Class 18 contains 22419 members 
Mstep: Class 19 contains 20079 members 
Mstep: Class 20 contains 12034 members 
Mstep: Class 21 contains 20750 members 
Mstep: Class 22 contains 120320 members 
Mstep: Class 23 contains 12745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84312016.000000 Penalty: 49238.285156
Iteration 31Q: 23 clusters Score -8.431202e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 52101 members 
Mstep: Class 2 contains 8108 members 
Mstep: Class 3 contains 42435 members 
Mstep: Class 4 contains 3936 members 
Mstep: Class 5 contains 19610 members 
Mstep: Class 6 contains 14357 members 
Mstep: Class 7 contains 14990 members 
Mstep: Class 8 contains 13076 members 
Mstep: Class 9 contains 4936 members 
Mstep: Class 10 contains 188266 members 
Mstep: Class 11 contains 17856 members 
Mstep: Class 12 contains 3826 members 
Mstep: Class 14 contains 3231 members 
Mstep: Class 15 contains 138594 members 
Mstep: Class 16 contains 95690 members 
Mstep: Class 17 contains 129324 members 
Mstep: Class 18 contains 22490 members 
Mstep: Class 19 contains 20037 members 
Mstep: Class 20 contains 12018 members 
Mstep: Class 21 contains 21015 members 
Mstep: Class 22 contains 119743 members 
Mstep: Class 23 contains 12680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84312128.000000 Penalty: 49238.285156
Iteration 32Q: 23 clusters Score -8.431213e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 51999 members 
Mstep: Class 2 contains 8109 members 
Mstep: Class 3 contains 42439 members 
Mstep: Class 4 contains 3957 members 
Mstep: Class 5 contains 19835 members 
Mstep: Class 6 contains 14275 members 
Mstep: Class 7 contains 14965 members 
Mstep: Class 8 contains 13142 members 
Mstep: Class 9 contains 4947 members 
Mstep: Class 10 contains 188082 members 
Mstep: Class 11 contains 17956 members 
Mstep: Class 12 contains 3827 members 
Mstep: Class 14 contains 3276 members 
Mstep: Class 15 contains 138585 members 
Mstep: Class 16 contains 96140 members 
Mstep: Class 17 contains 129165 members 
Mstep: Class 18 contains 22535 members 
Mstep: Class 19 contains 19994 members 
Mstep: Class 20 contains 12012 members 
Mstep: Class 21 contains 21249 members 
Mstep: Class 22 contains 119199 members 
Mstep: Class 23 contains 12631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84312320.000000 Penalty: 49238.285156
Iteration 33Q: 23 clusters Score -8.431232e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 8123 members 
Mstep: Class 3 contains 42447 members 
Mstep: Class 4 contains 3965 members 
Mstep: Class 5 contains 20025 members 
Mstep: Class 6 contains 14184 members 
Mstep: Class 7 contains 14943 members 
Mstep: Class 8 contains 13185 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 187884 members 
Mstep: Class 11 contains 18037 members 
Mstep: Class 12 contains 3835 members 
Mstep: Class 14 contains 3337 members 
Mstep: Class 15 contains 138557 members 
Mstep: Class 16 contains 96555 members 
Mstep: Class 17 contains 129035 members 
Mstep: Class 18 contains 22579 members 
Mstep: Class 19 contains 19973 members 
Mstep: Class 20 contains 12002 members 
Mstep: Class 21 contains 21465 members 
Mstep: Class 22 contains 118724 members 
Mstep: Class 23 contains 12579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84312368.000000 Penalty: 49238.285156
Iteration 34Q: 23 clusters Score -8.431237e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 51866 members 
Mstep: Class 2 contains 8143 members 
Mstep: Class 3 contains 42440 members 
Mstep: Class 4 contains 3979 members 
Mstep: Class 5 contains 20185 members 
Mstep: Class 6 contains 14112 members 
Mstep: Class 7 contains 14913 members 
Mstep: Class 8 contains 13227 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 187729 members 
Mstep: Class 11 contains 18086 members 
Mstep: Class 12 contains 3840 members 
Mstep: Class 14 contains 3388 members 
Mstep: Class 15 contains 138518 members 
Mstep: Class 16 contains 96882 members 
Mstep: Class 17 contains 128901 members 
Mstep: Class 18 contains 22663 members 
Mstep: Class 19 contains 19957 members 
Mstep: Class 20 contains 12000 members 
Mstep: Class 21 contains 21638 members 
Mstep: Class 22 contains 118326 members 
Mstep: Class 23 contains 12540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84312640.000000 Penalty: 49238.285156
Iteration 35Q: 23 clusters Score -8.431264e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 51829 members 
Mstep: Class 2 contains 8162 members 
Mstep: Class 3 contains 42438 members 
Mstep: Class 4 contains 3988 members 
Mstep: Class 5 contains 20315 members 
Mstep: Class 6 contains 14032 members 
Mstep: Class 7 contains 14888 members 
Mstep: Class 8 contains 13274 members 
Mstep: Class 9 contains 5008 members 
Mstep: Class 10 contains 187579 members 
Mstep: Class 11 contains 18121 members 
Mstep: Class 12 contains 3848 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 138474 members 
Mstep: Class 16 contains 97169 members 
Mstep: Class 17 contains 128774 members 
Mstep: Class 18 contains 22743 members 
Mstep: Class 19 contains 19939 members 
Mstep: Class 20 contains 11992 members 
Mstep: Class 21 contains 21818 members 
Mstep: Class 22 contains 118000 members 
Mstep: Class 23 contains 12498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84312584.000000 Penalty: 49238.285156
Iteration 36Q: 23 clusters Score -8.431258e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 8173 members 
Mstep: Class 3 contains 42435 members 
Mstep: Class 4 contains 3990 members 
Mstep: Class 5 contains 20420 members 
Mstep: Class 6 contains 13952 members 
Mstep: Class 7 contains 14876 members 
Mstep: Class 8 contains 13306 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 187407 members 
Mstep: Class 11 contains 18148 members 
Mstep: Class 12 contains 3851 members 
Mstep: Class 14 contains 3477 members 
Mstep: Class 15 contains 138406 members 
Mstep: Class 16 contains 97444 members 
Mstep: Class 17 contains 128690 members 
Mstep: Class 18 contains 22851 members 
Mstep: Class 19 contains 19924 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 21990 members 
Mstep: Class 22 contains 117715 members 
Mstep: Class 23 contains 12459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84312608.000000 Penalty: 49238.285156
Iteration 37Q: 23 clusters Score -8.431261e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 51782 members 
Mstep: Class 2 contains 8183 members 
Mstep: Class 3 contains 42439 members 
Mstep: Class 4 contains 3989 members 
Mstep: Class 5 contains 20522 members 
Mstep: Class 6 contains 13873 members 
Mstep: Class 7 contains 14859 members 
Mstep: Class 8 contains 13340 members 
Mstep: Class 9 contains 5040 members 
Mstep: Class 10 contains 187249 members 
Mstep: Class 11 contains 18167 members 
Mstep: Class 12 contains 3861 members 
Mstep: Class 14 contains 3532 members 
Mstep: Class 15 contains 138318 members 
Mstep: Class 16 contains 97714 members 
Mstep: Class 17 contains 128608 members 
Mstep: Class 18 contains 22965 members 
Mstep: Class 19 contains 19911 members 
Mstep: Class 20 contains 11968 members 
Mstep: Class 21 contains 22150 members 
Mstep: Class 22 contains 117443 members 
Mstep: Class 23 contains 12406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84312544.000000 Penalty: 49238.285156
Iteration 38Q: 23 clusters Score -8.431254e+07 nChanged 1252
Entering ConstructFrom: 
Score: -84312544.000000 Penalty: 49238.285156
Entering ConstructFrom: 
Trying to split cluster 1 (51768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51768 members 
Entering Unmasked Estep 
Score: -4638422.000000 Penalty: 1763.860718
	Iteration 0F: 2 clusters Score -4638422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -4603531.000000 Penalty: 3527.721436
	Iteration 0F: 3 clusters Score -4603531 nChanged 24582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -4618035.500000 Penalty: 3527.721436
	Iteration 1F: 3 clusters Score -4618036 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -4619320.000000 Penalty: 3527.721436
	Iteration 2Q: 3 clusters Score -4619320 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -4621073.000000 Penalty: 3527.721436
	Iteration 3F: 3 clusters Score -4621073 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -4623002.000000 Penalty: 3527.721436
	Iteration 4F: 3 clusters Score -4623002 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -4624778.500000 Penalty: 3527.721436
	Iteration 5F: 3 clusters Score -4624778 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -4626171.000000 Penalty: 3527.721436
	Iteration 6F: 3 clusters Score -4626171 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -4627185.000000 Penalty: 3527.721436
	Iteration 7Q: 3 clusters Score -4627185 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -4628028.000000 Penalty: 3527.721436
	Iteration 8Q: 3 clusters Score -4628028 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -4628901.500000 Penalty: 3527.721436
	Iteration 9Q: 3 clusters Score -4628902 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -4629783.000000 Penalty: 3527.721436
	Iteration 10Q: 3 clusters Score -4629783 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -4630709.000000 Penalty: 3527.721436
	Iteration 11Q: 3 clusters Score -4630709 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -4631503.500000 Penalty: 3527.721436
	Iteration 12Q: 3 clusters Score -4631504 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -4632119.000000 Penalty: 3527.721436
	Iteration 13Q: 3 clusters Score -4632119 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -4632498.500000 Penalty: 3527.721436
	Iteration 14Q: 3 clusters Score -4632498 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37524 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -4632796.500000 Penalty: 3527.721436
	Iteration 15Q: 3 clusters Score -4632796 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -4633106.500000 Penalty: 3527.721436
	Iteration 16Q: 3 clusters Score -4633106 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39231 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -4633490.000000 Penalty: 3527.721436
	Iteration 17Q: 3 clusters Score -4633490 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -4633824.000000 Penalty: 3527.721436
	Iteration 18Q: 3 clusters Score -4633824 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40909 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -4634152.500000 Penalty: 3527.721436
	Iteration 19Q: 3 clusters Score -4634152 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -4634468.000000 Penalty: 3527.721436
	Iteration 20F: 3 clusters Score -4634468 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -4634861.500000 Penalty: 3527.721436
	Iteration 21Q: 3 clusters Score -4634862 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -4635205.500000 Penalty: 3527.721436
	Iteration 22Q: 3 clusters Score -4635206 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -4635497.500000 Penalty: 3527.721436
	Iteration 23Q: 3 clusters Score -4635498 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -4635798.000000 Penalty: 3527.721436
	Iteration 24Q: 3 clusters Score -4635798 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -4636039.500000 Penalty: 3527.721436
	Iteration 25Q: 3 clusters Score -4636040 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46147 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -4636323.000000 Penalty: 3527.721436
	Iteration 26Q: 3 clusters Score -4636323 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -4636636.000000 Penalty: 3527.721436
	Iteration 27Q: 3 clusters Score -4636636 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47287 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -4636951.000000 Penalty: 3527.721436
	Iteration 28Q: 3 clusters Score -4636951 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47770 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -4637237.500000 Penalty: 3527.721436
	Iteration 29Q: 3 clusters Score -4637238 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48159 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -4637527.500000 Penalty: 3527.721436
	Iteration 30Q: 3 clusters Score -4637528 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48478 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -4637775.000000 Penalty: 3527.721436
	Iteration 31Q: 3 clusters Score -4637775 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48725 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -4637958.500000 Penalty: 3527.721436
	Iteration 32Q: 3 clusters Score -4637958 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48919 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -4638082.500000 Penalty: 3527.721436
	Iteration 33Q: 3 clusters Score -4638082 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49058 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -4638152.000000 Penalty: 3527.721436
	Iteration 34Q: 3 clusters Score -4638152 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49177 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -4638200.500000 Penalty: 3527.721436
	Iteration 35Q: 3 clusters Score -4638200 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -4638237.000000 Penalty: 3527.721436
	Iteration 36Q: 3 clusters Score -4638237 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49319 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -4638255.000000 Penalty: 3527.721436
	Iteration 37Q: 3 clusters Score -4638255 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49359 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -4638256.000000 Penalty: 3527.721436
	Iteration 38Q: 3 clusters Score -4638256 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49390 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -4638257.500000 Penalty: 3527.721436
	Iteration 39Q: 3 clusters Score -4638258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49413 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -4638273.500000 Penalty: 3527.721436
	Iteration 40F: 3 clusters Score -4638274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49427 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -4638270.500000 Penalty: 3527.721436
	Iteration 41Q: 3 clusters Score -4638270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49432 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -4638266.500000 Penalty: 3527.721436
	Iteration 42Q: 3 clusters Score -4638266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49437 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -4638270.000000 Penalty: 3527.721436
	Iteration 43Q: 3 clusters Score -4638270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49440 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -4638277.000000 Penalty: 3527.721436
	Iteration 44Q: 3 clusters Score -4638277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49442 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -4638278.500000 Penalty: 3527.721436
	Iteration 45Q: 3 clusters Score -4638278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49442 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -4638278.500000 Penalty: 3527.721436
	Iteration 46F: 3 clusters Score -4638278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Entering Unmasked Estep 
Score: -716740.500000 Penalty: 1464.372559
	Iteration 0F: 2 clusters Score -716740.5 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 4129 members 
Entering Unmasked Estep 
Score: -710802.875000 Penalty: 2928.745117
	Iteration 0F: 3 clusters Score -710802.9 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -713115.750000 Penalty: 2928.745117
	Iteration 1F: 3 clusters Score -713115.8 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -714238.312500 Penalty: 2928.745117
	Iteration 2F: 3 clusters Score -714238.3 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -715940.250000 Penalty: 2928.745117
	Iteration 3F: 3 clusters Score -715940.2 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -716922.625000 Penalty: 2928.745117
	Iteration 4F: 3 clusters Score -716922.6 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -717553.687500 Penalty: 2928.745117
	Iteration 5F: 3 clusters Score -717553.7 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -718029.562500 Penalty: 2928.745117
	Iteration 6F: 3 clusters Score -718029.6 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -718527.937500 Penalty: 2928.745117
	Iteration 7F: 3 clusters Score -718527.9 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -719098.000000 Penalty: 2928.745117
	Iteration 8F: 3 clusters Score -719098 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -719703.562500 Penalty: 2928.745117
	Iteration 9F: 3 clusters Score -719703.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -720257.500000 Penalty: 2928.745117
	Iteration 10F: 3 clusters Score -720257.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -720640.500000 Penalty: 2928.745117
	Iteration 11Q: 3 clusters Score -720640.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -720882.312500 Penalty: 2928.745117
	Iteration 12Q: 3 clusters Score -720882.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -721044.500000 Penalty: 2928.745117
	Iteration 13Q: 3 clusters Score -721044.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -721132.500000 Penalty: 2928.745117
	Iteration 14Q: 3 clusters Score -721132.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -721180.125000 Penalty: 2928.745117
	Iteration 15Q: 3 clusters Score -721180.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -721217.375000 Penalty: 2928.745117
	Iteration 16Q: 3 clusters Score -721217.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -721227.687500 Penalty: 2928.745117
	Iteration 17Q: 3 clusters Score -721227.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -721236.062500 Penalty: 2928.745117
	Iteration 18Q: 3 clusters Score -721236.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -721238.187500 Penalty: 2928.745117
	Iteration 19Q: 3 clusters Score -721238.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -721239.062500 Penalty: 2928.745117
	Iteration 20F: 3 clusters Score -721239.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 6841 members 
Mstep: Class 3 contains 42442 members 
Mstep: Class 4 contains 3991 members 
Mstep: Class 5 contains 20630 members 
Mstep: Class 6 contains 13801 members 
Mstep: Class 7 contains 14831 members 
Mstep: Class 8 contains 13365 members 
Mstep: Class 9 contains 5052 members 
Mstep: Class 10 contains 187123 members 
Mstep: Class 11 contains 18180 members 
Mstep: Class 12 contains 3866 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 3575 members 
Mstep: Class 15 contains 138221 members 
Mstep: Class 16 contains 97947 members 
Mstep: Class 17 contains 128535 members 
Mstep: Class 18 contains 23088 members 
Mstep: Class 19 contains 19901 members 
Mstep: Class 20 contains 11949 members 
Mstep: Class 21 contains 22291 members 
Mstep: Class 22 contains 117194 members 
Mstep: Class 23 contains 12372 members 
Entering Unmasked Estep 
Score: -84316192.000000 Penalty: 51476.386719
Splitting cluster 2 changes total score from -84312544.000000 to -84316192.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 3 (42442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Entering Unmasked Estep 
Score: -3855635.500000 Penalty: 1731.582642
	Iteration 0F: 2 clusters Score -3855636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -3827427.000000 Penalty: 3463.165283
	Iteration 0F: 3 clusters Score -3827427 nChanged 19766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -3838672.750000 Penalty: 3463.165283
	Iteration 1F: 3 clusters Score -3838673 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -3839308.000000 Penalty: 3463.165283
	Iteration 2Q: 3 clusters Score -3839308 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -3839966.500000 Penalty: 3463.165283
	Iteration 3Q: 3 clusters Score -3839966 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -3840551.000000 Penalty: 3463.165283
	Iteration 4Q: 3 clusters Score -3840551 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -3841144.000000 Penalty: 3463.165283
	Iteration 5Q: 3 clusters Score -3841144 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -3841731.500000 Penalty: 3463.165283
	Iteration 6Q: 3 clusters Score -3841732 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -3842328.750000 Penalty: 3463.165283
	Iteration 7Q: 3 clusters Score -3842329 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -3843194.500000 Penalty: 3463.165283
	Iteration 8Q: 3 clusters Score -3843194 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -3844376.250000 Penalty: 3463.165283
	Iteration 9Q: 3 clusters Score -3844376 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -3845898.750000 Penalty: 3463.165283
	Iteration 10F: 3 clusters Score -3845899 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -3847608.750000 Penalty: 3463.165283
	Iteration 11F: 3 clusters Score -3847609 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -3849202.250000 Penalty: 3463.165283
	Iteration 12F: 3 clusters Score -3849202 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -3850336.750000 Penalty: 3463.165283
	Iteration 13Q: 3 clusters Score -3850337 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -3851136.000000 Penalty: 3463.165283
	Iteration 14Q: 3 clusters Score -3851136 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -3851692.000000 Penalty: 3463.165283
	Iteration 15Q: 3 clusters Score -3851692 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -3852132.750000 Penalty: 3463.165283
	Iteration 16Q: 3 clusters Score -3852133 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -3852514.500000 Penalty: 3463.165283
	Iteration 17Q: 3 clusters Score -3852514 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -3852810.250000 Penalty: 3463.165283
	Iteration 18Q: 3 clusters Score -3852810 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -3853033.500000 Penalty: 3463.165283
	Iteration 19Q: 3 clusters Score -3853034 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -3853245.750000 Penalty: 3463.165283
	Iteration 20F: 3 clusters Score -3853246 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -3853467.000000 Penalty: 3463.165283
	Iteration 21Q: 3 clusters Score -3853467 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -3853614.000000 Penalty: 3463.165283
	Iteration 22Q: 3 clusters Score -3853614 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -3853767.250000 Penalty: 3463.165283
	Iteration 23Q: 3 clusters Score -3853767 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -3853928.500000 Penalty: 3463.165283
	Iteration 24Q: 3 clusters Score -3853928 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38877 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -3854089.750000 Penalty: 3463.165283
	Iteration 25Q: 3 clusters Score -3854090 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -3854187.500000 Penalty: 3463.165283
	Iteration 26Q: 3 clusters Score -3854188 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -3854283.750000 Penalty: 3463.165283
	Iteration 27Q: 3 clusters Score -3854284 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -3854339.000000 Penalty: 3463.165283
	Iteration 28Q: 3 clusters Score -3854339 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -3854406.500000 Penalty: 3463.165283
	Iteration 29Q: 3 clusters Score -3854406 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -3854457.000000 Penalty: 3463.165283
	Iteration 30Q: 3 clusters Score -3854457 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -3854492.500000 Penalty: 3463.165283
	Iteration 31Q: 3 clusters Score -3854492 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -3854517.750000 Penalty: 3463.165283
	Iteration 32Q: 3 clusters Score -3854518 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39956 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -3854542.500000 Penalty: 3463.165283
	Iteration 33Q: 3 clusters Score -3854542 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3854569.250000 Penalty: 3463.165283
	Iteration 34Q: 3 clusters Score -3854569 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3854603.250000 Penalty: 3463.165283
	Iteration 35Q: 3 clusters Score -3854603 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3854639.750000 Penalty: 3463.165283
	Iteration 36Q: 3 clusters Score -3854640 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3854659.000000 Penalty: 3463.165283
	Iteration 37Q: 3 clusters Score -3854659 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3854673.500000 Penalty: 3463.165283
	Iteration 38Q: 3 clusters Score -3854674 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -3854685.000000 Penalty: 3463.165283
	Iteration 39Q: 3 clusters Score -3854685 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3854690.500000 Penalty: 3463.165283
	Iteration 40F: 3 clusters Score -3854690 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3854701.750000 Penalty: 3463.165283
	Iteration 41Q: 3 clusters Score -3854702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3854695.000000 Penalty: 3463.165283
	Iteration 42Q: 3 clusters Score -3854695 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3854690.750000 Penalty: 3463.165283
	Iteration 43Q: 3 clusters Score -3854691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40428 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3854697.250000 Penalty: 3463.165283
	Iteration 44Q: 3 clusters Score -3854697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3854696.750000 Penalty: 3463.165283
	Iteration 45Q: 3 clusters Score -3854697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3854699.500000 Penalty: 3463.165283
	Iteration 46Q: 3 clusters Score -3854700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3854703.500000 Penalty: 3463.165283
	Iteration 47Q: 3 clusters Score -3854704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40498 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3854708.000000 Penalty: 3463.165283
	Iteration 48Q: 3 clusters Score -3854708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3854720.500000 Penalty: 3463.165283
	Iteration 49Q: 3 clusters Score -3854720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3854721.250000 Penalty: 3463.165283
	Iteration 50Q: 3 clusters Score -3854721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3854716.750000 Penalty: 3463.165283
	Iteration 51Q: 3 clusters Score -3854717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3854725.250000 Penalty: 3463.165283
	Iteration 52Q: 3 clusters Score -3854725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3854720.750000 Penalty: 3463.165283
	Iteration 53Q: 3 clusters Score -3854721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3854724.000000 Penalty: 3463.165283
	Iteration 54Q: 3 clusters Score -3854724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3854722.000000 Penalty: 3463.165283
	Iteration 55Q: 3 clusters Score -3854722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3854720.750000 Penalty: 3463.165283
	Iteration 56Q: 3 clusters Score -3854721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3854733.250000 Penalty: 3463.165283
	Iteration 57Q: 3 clusters Score -3854733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3854731.500000 Penalty: 3463.165283
	Iteration 58Q: 3 clusters Score -3854732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3854726.500000 Penalty: 3463.165283
	Iteration 59Q: 3 clusters Score -3854726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3854724.750000 Penalty: 3463.165283
	Iteration 60F: 3 clusters Score -3854725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Entering Unmasked Estep 
Score: -365897.343750 Penalty: 1347.416992
	Iteration 0F: 2 clusters Score -365897.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -362619.968750 Penalty: 2694.833984
	Iteration 0F: 3 clusters Score -362620 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -363432.093750 Penalty: 2694.833984
	Iteration 1F: 3 clusters Score -363432.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -363611.687500 Penalty: 2694.833984
	Iteration 2F: 3 clusters Score -363611.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -363770.437500 Penalty: 2694.833984
	Iteration 3F: 3 clusters Score -363770.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -363906.000000 Penalty: 2694.833984
	Iteration 4F: 3 clusters Score -363906 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -364057.343750 Penalty: 2694.833984
	Iteration 5F: 3 clusters Score -364057.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -364216.375000 Penalty: 2694.833984
	Iteration 6Q: 3 clusters Score -364216.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -364342.406250 Penalty: 2694.833984
	Iteration 7Q: 3 clusters Score -364342.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -364449.375000 Penalty: 2694.833984
	Iteration 8Q: 3 clusters Score -364449.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -364543.687500 Penalty: 2694.833984
	Iteration 9Q: 3 clusters Score -364543.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -364626.562500 Penalty: 2694.833984
	Iteration 10Q: 3 clusters Score -364626.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -364689.875000 Penalty: 2694.833984
	Iteration 11Q: 3 clusters Score -364689.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -364739.218750 Penalty: 2694.833984
	Iteration 12Q: 3 clusters Score -364739.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -364778.468750 Penalty: 2694.833984
	Iteration 13Q: 3 clusters Score -364778.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -364815.031250 Penalty: 2694.833984
	Iteration 14Q: 3 clusters Score -364815 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -364853.125000 Penalty: 2694.833984
	Iteration 15Q: 3 clusters Score -364853.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -364894.562500 Penalty: 2694.833984
	Iteration 16Q: 3 clusters Score -364894.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -364936.625000 Penalty: 2694.833984
	Iteration 17Q: 3 clusters Score -364936.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -364973.093750 Penalty: 2694.833984
	Iteration 18Q: 3 clusters Score -364973.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -364995.250000 Penalty: 2694.833984
	Iteration 19Q: 3 clusters Score -364995.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -365010.718750 Penalty: 2694.833984
	Iteration 20F: 3 clusters Score -365010.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -365033.312500 Penalty: 2694.833984
	Iteration 21Q: 3 clusters Score -365033.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -365048.781250 Penalty: 2694.833984
	Iteration 22Q: 3 clusters Score -365048.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -365069.531250 Penalty: 2694.833984
	Iteration 23Q: 3 clusters Score -365069.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -365090.968750 Penalty: 2694.833984
	Iteration 24Q: 3 clusters Score -365091 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -365110.593750 Penalty: 2694.833984
	Iteration 25Q: 3 clusters Score -365110.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -365126.156250 Penalty: 2694.833984
	Iteration 26Q: 3 clusters Score -365126.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -365135.468750 Penalty: 2694.833984
	Iteration 27Q: 3 clusters Score -365135.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -365140.531250 Penalty: 2694.833984
	Iteration 28Q: 3 clusters Score -365140.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -365142.593750 Penalty: 2694.833984
	Iteration 29Q: 3 clusters Score -365142.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -365143.562500 Penalty: 2694.833984
	Iteration 30Q: 3 clusters Score -365143.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -365146.937500 Penalty: 2694.833984
	Iteration 31Q: 3 clusters Score -365146.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -365149.906250 Penalty: 2694.833984
	Iteration 32Q: 3 clusters Score -365149.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -365154.218750 Penalty: 2694.833984
	Iteration 33Q: 3 clusters Score -365154.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -365158.531250 Penalty: 2694.833984
	Iteration 34Q: 3 clusters Score -365158.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -365162.656250 Penalty: 2694.833984
	Iteration 35Q: 3 clusters Score -365162.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -365168.000000 Penalty: 2694.833984
	Iteration 36Q: 3 clusters Score -365168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -365171.437500 Penalty: 2694.833984
	Iteration 37Q: 3 clusters Score -365171.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -365173.156250 Penalty: 2694.833984
	Iteration 38Q: 3 clusters Score -365173.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -365174.781250 Penalty: 2694.833984
	Iteration 39Q: 3 clusters Score -365174.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -365176.312500 Penalty: 2694.833984
	Iteration 40F: 3 clusters Score -365176.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -365176.843750 Penalty: 2694.833984
	Iteration 41Q: 3 clusters Score -365176.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -365177.687500 Penalty: 2694.833984
	Iteration 42Q: 3 clusters Score -365177.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -365178.875000 Penalty: 2694.833984
	Iteration 43Q: 3 clusters Score -365178.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -365179.250000 Penalty: 2694.833984
	Iteration 44Q: 3 clusters Score -365179.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -365178.750000 Penalty: 2694.833984
	Iteration 45Q: 3 clusters Score -365178.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -365178.750000 Penalty: 2694.833984
	Iteration 46F: 3 clusters Score -365178.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Entering Unmasked Estep 
Score: -1897329.625000 Penalty: 1614.356567
	Iteration 0F: 2 clusters Score -1897330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1883215.875000 Penalty: 3228.713135
	Iteration 0F: 3 clusters Score -1883216 nChanged 9419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1888528.750000 Penalty: 3228.713135
	Iteration 1F: 3 clusters Score -1888529 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1889199.000000 Penalty: 3228.713135
	Iteration 2F: 3 clusters Score -1889199 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1890098.750000 Penalty: 3228.713135
	Iteration 3F: 3 clusters Score -1890099 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1891136.625000 Penalty: 3228.713135
	Iteration 4F: 3 clusters Score -1891137 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1892256.875000 Penalty: 3228.713135
	Iteration 5F: 3 clusters Score -1892257 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1893232.750000 Penalty: 3228.713135
	Iteration 6F: 3 clusters Score -1893233 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1894019.375000 Penalty: 3228.713135
	Iteration 7F: 3 clusters Score -1894019 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1894566.750000 Penalty: 3228.713135
	Iteration 8Q: 3 clusters Score -1894567 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1894950.750000 Penalty: 3228.713135
	Iteration 9Q: 3 clusters Score -1894951 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1895272.500000 Penalty: 3228.713135
	Iteration 10Q: 3 clusters Score -1895272 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -1895504.250000 Penalty: 3228.713135
	Iteration 11Q: 3 clusters Score -1895504 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -1895676.625000 Penalty: 3228.713135
	Iteration 12Q: 3 clusters Score -1895677 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -1895798.000000 Penalty: 3228.713135
	Iteration 13Q: 3 clusters Score -1895798 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -1895914.625000 Penalty: 3228.713135
	Iteration 14Q: 3 clusters Score -1895915 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -1896006.625000 Penalty: 3228.713135
	Iteration 15Q: 3 clusters Score -1896007 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -1896092.250000 Penalty: 3228.713135
	Iteration 16Q: 3 clusters Score -1896092 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -1896163.625000 Penalty: 3228.713135
	Iteration 17Q: 3 clusters Score -1896164 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -1896228.125000 Penalty: 3228.713135
	Iteration 18Q: 3 clusters Score -1896228 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -1896288.000000 Penalty: 3228.713135
	Iteration 19Q: 3 clusters Score -1896288 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -1896336.500000 Penalty: 3228.713135
	Iteration 20F: 3 clusters Score -1896336 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -1896380.625000 Penalty: 3228.713135
	Iteration 21Q: 3 clusters Score -1896381 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -1896418.250000 Penalty: 3228.713135
	Iteration 22Q: 3 clusters Score -1896418 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -1896461.375000 Penalty: 3228.713135
	Iteration 23Q: 3 clusters Score -1896461 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -1896500.625000 Penalty: 3228.713135
	Iteration 24Q: 3 clusters Score -1896501 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -1896533.625000 Penalty: 3228.713135
	Iteration 25Q: 3 clusters Score -1896534 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -1896562.000000 Penalty: 3228.713135
	Iteration 26Q: 3 clusters Score -1896562 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -1896592.875000 Penalty: 3228.713135
	Iteration 27Q: 3 clusters Score -1896593 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -1896616.500000 Penalty: 3228.713135
	Iteration 28Q: 3 clusters Score -1896616 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -1896636.375000 Penalty: 3228.713135
	Iteration 29Q: 3 clusters Score -1896636 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -1896656.125000 Penalty: 3228.713135
	Iteration 30Q: 3 clusters Score -1896656 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -1896670.750000 Penalty: 3228.713135
	Iteration 31Q: 3 clusters Score -1896671 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -1896681.625000 Penalty: 3228.713135
	Iteration 32Q: 3 clusters Score -1896682 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -1896691.000000 Penalty: 3228.713135
	Iteration 33Q: 3 clusters Score -1896691 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -1896697.250000 Penalty: 3228.713135
	Iteration 34Q: 3 clusters Score -1896697 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -1896708.875000 Penalty: 3228.713135
	Iteration 35Q: 3 clusters Score -1896709 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -1896712.500000 Penalty: 3228.713135
	Iteration 36Q: 3 clusters Score -1896712 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -1896723.375000 Penalty: 3228.713135
	Iteration 37Q: 3 clusters Score -1896723 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -1896731.750000 Penalty: 3228.713135
	Iteration 38Q: 3 clusters Score -1896732 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -1896734.750000 Penalty: 3228.713135
	Iteration 39Q: 3 clusters Score -1896735 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -1896741.375000 Penalty: 3228.713135
	Iteration 40F: 3 clusters Score -1896741 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -1896742.875000 Penalty: 3228.713135
	Iteration 41Q: 3 clusters Score -1896743 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -1896748.500000 Penalty: 3228.713135
	Iteration 42Q: 3 clusters Score -1896748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -1896750.750000 Penalty: 3228.713135
	Iteration 43Q: 3 clusters Score -1896751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -1896759.125000 Penalty: 3228.713135
	Iteration 44Q: 3 clusters Score -1896759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -1896760.500000 Penalty: 3228.713135
	Iteration 45Q: 3 clusters Score -1896760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -1896758.375000 Penalty: 3228.713135
	Iteration 46Q: 3 clusters Score -1896758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -1896760.250000 Penalty: 3228.713135
	Iteration 47Q: 3 clusters Score -1896760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -1896756.000000 Penalty: 3228.713135
	Iteration 48Q: 3 clusters Score -1896756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -1896759.375000 Penalty: 3228.713135
	Iteration 49Q: 3 clusters Score -1896759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -1896757.500000 Penalty: 3228.713135
	Iteration 50Q: 3 clusters Score -1896758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -1896758.750000 Penalty: 3228.713135
	Iteration 51Q: 3 clusters Score -1896759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -1896763.750000 Penalty: 3228.713135
	Iteration 52Q: 3 clusters Score -1896764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -1896769.125000 Penalty: 3228.713135
	Iteration 53Q: 3 clusters Score -1896769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -1896769.625000 Penalty: 3228.713135
	Iteration 54Q: 3 clusters Score -1896770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -1896771.375000 Penalty: 3228.713135
	Iteration 55Q: 3 clusters Score -1896771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -1896778.625000 Penalty: 3228.713135
	Iteration 56Q: 3 clusters Score -1896779 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -1896783.625000 Penalty: 3228.713135
	Iteration 57Q: 3 clusters Score -1896784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -1896786.125000 Penalty: 3228.713135
	Iteration 58Q: 3 clusters Score -1896786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -1896799.125000 Penalty: 3228.713135
	Iteration 59Q: 3 clusters Score -1896799 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -1896798.750000 Penalty: 3228.713135
	Iteration 60F: 3 clusters Score -1896799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -1896805.125000 Penalty: 3228.713135
	Iteration 61Q: 3 clusters Score -1896805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -1896810.625000 Penalty: 3228.713135
	Iteration 62Q: 3 clusters Score -1896811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -1896819.000000 Penalty: 3228.713135
	Iteration 63Q: 3 clusters Score -1896819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -1896814.750000 Penalty: 3228.713135
	Iteration 64Q: 3 clusters Score -1896815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -1896820.125000 Penalty: 3228.713135
	Iteration 65Q: 3 clusters Score -1896820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -1896822.500000 Penalty: 3228.713135
	Iteration 66Q: 3 clusters Score -1896822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -1896823.375000 Penalty: 3228.713135
	Iteration 67Q: 3 clusters Score -1896823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -1896825.250000 Penalty: 3228.713135
	Iteration 68Q: 3 clusters Score -1896825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -1896825.750000 Penalty: 3228.713135
	Iteration 69Q: 3 clusters Score -1896826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -1896828.750000 Penalty: 3228.713135
	Iteration 70Q: 3 clusters Score -1896829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -1896832.625000 Penalty: 3228.713135
	Iteration 71Q: 3 clusters Score -1896833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -1896830.375000 Penalty: 3228.713135
	Iteration 72Q: 3 clusters Score -1896830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -1896830.750000 Penalty: 3228.713135
	Iteration 73Q: 3 clusters Score -1896831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -1896830.625000 Penalty: 3228.713135
	Iteration 74Q: 3 clusters Score -1896831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -1896830.625000 Penalty: 3228.713135
	Iteration 75F: 3 clusters Score -1896831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Entering Unmasked Estep 
Score: -1132175.000000 Penalty: 1549.030640
	Iteration 0F: 2 clusters Score -1132175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1122512.625000 Penalty: 3098.061279
	Iteration 0F: 3 clusters Score -1122513 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1125997.000000 Penalty: 3098.061279
	Iteration 1F: 3 clusters Score -1125997 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1126399.000000 Penalty: 3098.061279
	Iteration 2F: 3 clusters Score -1126399 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1126766.375000 Penalty: 3098.061279
	Iteration 3F: 3 clusters Score -1126766 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1127092.125000 Penalty: 3098.061279
	Iteration 4F: 3 clusters Score -1127092 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1127396.875000 Penalty: 3098.061279
	Iteration 5Q: 3 clusters Score -1127397 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1127715.250000 Penalty: 3098.061279
	Iteration 6Q: 3 clusters Score -1127715 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1128031.250000 Penalty: 3098.061279
	Iteration 7Q: 3 clusters Score -1128031 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1128347.000000 Penalty: 3098.061279
	Iteration 8Q: 3 clusters Score -1128347 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1128674.250000 Penalty: 3098.061279
	Iteration 9Q: 3 clusters Score -1128674 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1128994.875000 Penalty: 3098.061279
	Iteration 10Q: 3 clusters Score -1128995 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1129310.625000 Penalty: 3098.061279
	Iteration 11Q: 3 clusters Score -1129311 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1129585.875000 Penalty: 3098.061279
	Iteration 12Q: 3 clusters Score -1129586 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1129781.875000 Penalty: 3098.061279
	Iteration 13Q: 3 clusters Score -1129782 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1129936.125000 Penalty: 3098.061279
	Iteration 14Q: 3 clusters Score -1129936 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1130049.000000 Penalty: 3098.061279
	Iteration 15Q: 3 clusters Score -1130049 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1130143.625000 Penalty: 3098.061279
	Iteration 16Q: 3 clusters Score -1130144 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1130207.125000 Penalty: 3098.061279
	Iteration 17Q: 3 clusters Score -1130207 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1130252.250000 Penalty: 3098.061279
	Iteration 18Q: 3 clusters Score -1130252 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1130286.375000 Penalty: 3098.061279
	Iteration 19Q: 3 clusters Score -1130286 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1130309.125000 Penalty: 3098.061279
	Iteration 20F: 3 clusters Score -1130309 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1130336.125000 Penalty: 3098.061279
	Iteration 21Q: 3 clusters Score -1130336 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1130357.750000 Penalty: 3098.061279
	Iteration 22Q: 3 clusters Score -1130358 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1130371.875000 Penalty: 3098.061279
	Iteration 23Q: 3 clusters Score -1130372 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1130391.375000 Penalty: 3098.061279
	Iteration 24Q: 3 clusters Score -1130391 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1130405.875000 Penalty: 3098.061279
	Iteration 25Q: 3 clusters Score -1130406 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1130424.000000 Penalty: 3098.061279
	Iteration 26Q: 3 clusters Score -1130424 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1130432.500000 Penalty: 3098.061279
	Iteration 27Q: 3 clusters Score -1130432 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1130445.750000 Penalty: 3098.061279
	Iteration 28Q: 3 clusters Score -1130446 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1130455.500000 Penalty: 3098.061279
	Iteration 29Q: 3 clusters Score -1130456 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1130464.125000 Penalty: 3098.061279
	Iteration 30Q: 3 clusters Score -1130464 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1130471.250000 Penalty: 3098.061279
	Iteration 31Q: 3 clusters Score -1130471 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1130477.000000 Penalty: 3098.061279
	Iteration 32Q: 3 clusters Score -1130477 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1130488.500000 Penalty: 3098.061279
	Iteration 33Q: 3 clusters Score -1130488 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1130497.500000 Penalty: 3098.061279
	Iteration 34Q: 3 clusters Score -1130498 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1130506.250000 Penalty: 3098.061279
	Iteration 35Q: 3 clusters Score -1130506 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1130515.375000 Penalty: 3098.061279
	Iteration 36Q: 3 clusters Score -1130515 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1130524.250000 Penalty: 3098.061279
	Iteration 37Q: 3 clusters Score -1130524 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1130537.375000 Penalty: 3098.061279
	Iteration 38Q: 3 clusters Score -1130537 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1130553.750000 Penalty: 3098.061279
	Iteration 39Q: 3 clusters Score -1130554 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1130562.625000 Penalty: 3098.061279
	Iteration 40F: 3 clusters Score -1130563 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1130574.750000 Penalty: 3098.061279
	Iteration 41Q: 3 clusters Score -1130575 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1130586.375000 Penalty: 3098.061279
	Iteration 42Q: 3 clusters Score -1130586 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1130601.500000 Penalty: 3098.061279
	Iteration 43Q: 3 clusters Score -1130602 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1130623.625000 Penalty: 3098.061279
	Iteration 44Q: 3 clusters Score -1130624 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1130646.000000 Penalty: 3098.061279
	Iteration 45Q: 3 clusters Score -1130646 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1130667.500000 Penalty: 3098.061279
	Iteration 46Q: 3 clusters Score -1130668 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1130688.375000 Penalty: 3098.061279
	Iteration 47Q: 3 clusters Score -1130688 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1130708.750000 Penalty: 3098.061279
	Iteration 48Q: 3 clusters Score -1130709 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1130727.250000 Penalty: 3098.061279
	Iteration 49Q: 3 clusters Score -1130727 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1130752.000000 Penalty: 3098.061279
	Iteration 50Q: 3 clusters Score -1130752 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1130765.500000 Penalty: 3098.061279
	Iteration 51Q: 3 clusters Score -1130766 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1130781.250000 Penalty: 3098.061279
	Iteration 52Q: 3 clusters Score -1130781 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1130790.500000 Penalty: 3098.061279
	Iteration 53Q: 3 clusters Score -1130790 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1130800.250000 Penalty: 3098.061279
	Iteration 54Q: 3 clusters Score -1130800 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1130813.375000 Penalty: 3098.061279
	Iteration 55Q: 3 clusters Score -1130813 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1130823.000000 Penalty: 3098.061279
	Iteration 56Q: 3 clusters Score -1130823 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1130833.500000 Penalty: 3098.061279
	Iteration 57Q: 3 clusters Score -1130834 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1130846.000000 Penalty: 3098.061279
	Iteration 58Q: 3 clusters Score -1130846 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1130857.250000 Penalty: 3098.061279
	Iteration 59Q: 3 clusters Score -1130857 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1130868.125000 Penalty: 3098.061279
	Iteration 60F: 3 clusters Score -1130868 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1130881.125000 Penalty: 3098.061279
	Iteration 61Q: 3 clusters Score -1130881 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1130894.125000 Penalty: 3098.061279
	Iteration 62Q: 3 clusters Score -1130894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1130904.250000 Penalty: 3098.061279
	Iteration 63Q: 3 clusters Score -1130904 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1130918.875000 Penalty: 3098.061279
	Iteration 64Q: 3 clusters Score -1130919 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1130930.625000 Penalty: 3098.061279
	Iteration 65Q: 3 clusters Score -1130931 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1130940.625000 Penalty: 3098.061279
	Iteration 66Q: 3 clusters Score -1130941 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1130956.250000 Penalty: 3098.061279
	Iteration 67Q: 3 clusters Score -1130956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1130970.250000 Penalty: 3098.061279
	Iteration 68Q: 3 clusters Score -1130970 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1130980.750000 Penalty: 3098.061279
	Iteration 69Q: 3 clusters Score -1130981 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1131001.875000 Penalty: 3098.061279
	Iteration 70Q: 3 clusters Score -1131002 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1131017.875000 Penalty: 3098.061279
	Iteration 71Q: 3 clusters Score -1131018 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1131039.750000 Penalty: 3098.061279
	Iteration 72Q: 3 clusters Score -1131040 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1131060.375000 Penalty: 3098.061279
	Iteration 73Q: 3 clusters Score -1131060 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1131078.125000 Penalty: 3098.061279
	Iteration 74Q: 3 clusters Score -1131078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1131092.875000 Penalty: 3098.061279
	Iteration 75Q: 3 clusters Score -1131093 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1131104.250000 Penalty: 3098.061279
	Iteration 76Q: 3 clusters Score -1131104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1131114.750000 Penalty: 3098.061279
	Iteration 77Q: 3 clusters Score -1131115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1131125.125000 Penalty: 3098.061279
	Iteration 78Q: 3 clusters Score -1131125 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1131138.000000 Penalty: 3098.061279
	Iteration 79Q: 3 clusters Score -1131138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1131146.375000 Penalty: 3098.061279
	Iteration 80F: 3 clusters Score -1131146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1131149.500000 Penalty: 3098.061279
	Iteration 81Q: 3 clusters Score -1131150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1131154.375000 Penalty: 3098.061279
	Iteration 82Q: 3 clusters Score -1131154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1131158.000000 Penalty: 3098.061279
	Iteration 83Q: 3 clusters Score -1131158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1131161.250000 Penalty: 3098.061279
	Iteration 84Q: 3 clusters Score -1131161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1131166.625000 Penalty: 3098.061279
	Iteration 85Q: 3 clusters Score -1131167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1131166.625000 Penalty: 3098.061279
	Iteration 86Q: 3 clusters Score -1131167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1131167.625000 Penalty: 3098.061279
	Iteration 87Q: 3 clusters Score -1131168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1131166.750000 Penalty: 3098.061279
	Iteration 88Q: 3 clusters Score -1131167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1131166.750000 Penalty: 3098.061279
	Iteration 89F: 3 clusters Score -1131167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Entering Unmasked Estep 
Score: -1325116.375000 Penalty: 1560.727173
	Iteration 0F: 2 clusters Score -1325116 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 7419 members 
Entering Unmasked Estep 
Score: -1314848.500000 Penalty: 3121.454346
	Iteration 0F: 3 clusters Score -1314848 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1318438.625000 Penalty: 3121.454346
	Iteration 1F: 3 clusters Score -1318439 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1318802.625000 Penalty: 3121.454346
	Iteration 2F: 3 clusters Score -1318803 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1319177.125000 Penalty: 3121.454346
	Iteration 3F: 3 clusters Score -1319177 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1319622.375000 Penalty: 3121.454346
	Iteration 4F: 3 clusters Score -1319622 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1320198.500000 Penalty: 3121.454346
	Iteration 5F: 3 clusters Score -1320198 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1320930.750000 Penalty: 3121.454346
	Iteration 6F: 3 clusters Score -1320931 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1321766.500000 Penalty: 3121.454346
	Iteration 7F: 3 clusters Score -1321766 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1322613.500000 Penalty: 3121.454346
	Iteration 8F: 3 clusters Score -1322614 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1323406.000000 Penalty: 3121.454346
	Iteration 9F: 3 clusters Score -1323406 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1323950.125000 Penalty: 3121.454346
	Iteration 10Q: 3 clusters Score -1323950 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1324313.375000 Penalty: 3121.454346
	Iteration 11Q: 3 clusters Score -1324313 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1324569.625000 Penalty: 3121.454346
	Iteration 12Q: 3 clusters Score -1324570 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1324751.875000 Penalty: 3121.454346
	Iteration 13Q: 3 clusters Score -1324752 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1324879.625000 Penalty: 3121.454346
	Iteration 14Q: 3 clusters Score -1324880 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1324951.625000 Penalty: 3121.454346
	Iteration 15Q: 3 clusters Score -1324952 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1324994.375000 Penalty: 3121.454346
	Iteration 16Q: 3 clusters Score -1324994 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1325012.250000 Penalty: 3121.454346
	Iteration 17Q: 3 clusters Score -1325012 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1325027.250000 Penalty: 3121.454346
	Iteration 18Q: 3 clusters Score -1325027 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1325039.375000 Penalty: 3121.454346
	Iteration 19Q: 3 clusters Score -1325039 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1325043.250000 Penalty: 3121.454346
	Iteration 20F: 3 clusters Score -1325043 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1325051.000000 Penalty: 3121.454346
	Iteration 21Q: 3 clusters Score -1325051 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1325066.625000 Penalty: 3121.454346
	Iteration 22Q: 3 clusters Score -1325067 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1325076.000000 Penalty: 3121.454346
	Iteration 23Q: 3 clusters Score -1325076 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1325075.625000 Penalty: 3121.454346
	Iteration 24Q: 3 clusters Score -1325076 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1325086.875000 Penalty: 3121.454346
	Iteration 25Q: 3 clusters Score -1325087 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1325091.125000 Penalty: 3121.454346
	Iteration 26Q: 3 clusters Score -1325091 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1325095.375000 Penalty: 3121.454346
	Iteration 27Q: 3 clusters Score -1325095 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1325101.625000 Penalty: 3121.454346
	Iteration 28Q: 3 clusters Score -1325102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1325103.750000 Penalty: 3121.454346
	Iteration 29Q: 3 clusters Score -1325104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1325108.125000 Penalty: 3121.454346
	Iteration 30Q: 3 clusters Score -1325108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1325112.750000 Penalty: 3121.454346
	Iteration 31Q: 3 clusters Score -1325113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1325112.125000 Penalty: 3121.454346
	Iteration 32Q: 3 clusters Score -1325112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1325114.375000 Penalty: 3121.454346
	Iteration 33Q: 3 clusters Score -1325114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1325115.750000 Penalty: 3121.454346
	Iteration 34Q: 3 clusters Score -1325116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1325114.000000 Penalty: 3121.454346
	Iteration 35Q: 3 clusters Score -1325114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1325117.250000 Penalty: 3121.454346
	Iteration 36Q: 3 clusters Score -1325117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1325116.375000 Penalty: 3121.454346
	Iteration 37Q: 3 clusters Score -1325116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1325116.375000 Penalty: 3121.454346
	Iteration 38F: 3 clusters Score -1325116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Entering Unmasked Estep 
Score: -1229404.250000 Penalty: 1543.814209
	Iteration 0F: 2 clusters Score -1229404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1220095.875000 Penalty: 3087.628418
	Iteration 0F: 3 clusters Score -1220096 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1223793.875000 Penalty: 3087.628418
	Iteration 1F: 3 clusters Score -1223794 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1224733.500000 Penalty: 3087.628418
	Iteration 2F: 3 clusters Score -1224734 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1225893.625000 Penalty: 3087.628418
	Iteration 3F: 3 clusters Score -1225894 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1226896.750000 Penalty: 3087.628418
	Iteration 4F: 3 clusters Score -1226897 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1227634.375000 Penalty: 3087.628418
	Iteration 5F: 3 clusters Score -1227634 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1228299.125000 Penalty: 3087.628418
	Iteration 6F: 3 clusters Score -1228299 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1228866.500000 Penalty: 3087.628418
	Iteration 7Q: 3 clusters Score -1228866 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1229369.750000 Penalty: 3087.628418
	Iteration 8Q: 3 clusters Score -1229370 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1229719.500000 Penalty: 3087.628418
	Iteration 9Q: 3 clusters Score -1229720 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1229948.625000 Penalty: 3087.628418
	Iteration 10Q: 3 clusters Score -1229949 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1230082.125000 Penalty: 3087.628418
	Iteration 11Q: 3 clusters Score -1230082 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1230132.500000 Penalty: 3087.628418
	Iteration 12Q: 3 clusters Score -1230132 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1230161.000000 Penalty: 3087.628418
	Iteration 13Q: 3 clusters Score -1230161 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1230185.125000 Penalty: 3087.628418
	Iteration 14Q: 3 clusters Score -1230185 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1230205.875000 Penalty: 3087.628418
	Iteration 15Q: 3 clusters Score -1230206 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1230223.875000 Penalty: 3087.628418
	Iteration 16Q: 3 clusters Score -1230224 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1230231.375000 Penalty: 3087.628418
	Iteration 17Q: 3 clusters Score -1230231 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1230235.125000 Penalty: 3087.628418
	Iteration 18Q: 3 clusters Score -1230235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1230243.625000 Penalty: 3087.628418
	Iteration 19Q: 3 clusters Score -1230244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1230245.875000 Penalty: 3087.628418
	Iteration 20F: 3 clusters Score -1230246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1230248.000000 Penalty: 3087.628418
	Iteration 21Q: 3 clusters Score -1230248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1230248.625000 Penalty: 3087.628418
	Iteration 22Q: 3 clusters Score -1230249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1230250.375000 Penalty: 3087.628418
	Iteration 23Q: 3 clusters Score -1230250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1230252.500000 Penalty: 3087.628418
	Iteration 24Q: 3 clusters Score -1230252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1230252.625000 Penalty: 3087.628418
	Iteration 25Q: 3 clusters Score -1230253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1230252.125000 Penalty: 3087.628418
	Iteration 26Q: 3 clusters Score -1230252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1230252.875000 Penalty: 3087.628418
	Iteration 27Q: 3 clusters Score -1230253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1230253.750000 Penalty: 3087.628418
	Iteration 28Q: 3 clusters Score -1230254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1230255.750000 Penalty: 3087.628418
	Iteration 29Q: 3 clusters Score -1230256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1230254.500000 Penalty: 3087.628418
	Iteration 30Q: 3 clusters Score -1230254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1230254.500000 Penalty: 3087.628418
	Iteration 31F: 3 clusters Score -1230254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 6841 members 
Mstep: Class 3 contains 42442 members 
Mstep: Class 4 contains 3991 members 
Mstep: Class 5 contains 20630 members 
Mstep: Class 6 contains 13801 members 
Mstep: Class 7 contains 14831 members 
Mstep: Class 8 contains 11055 members 
Mstep: Class 9 contains 5052 members 
Mstep: Class 10 contains 187123 members 
Mstep: Class 11 contains 18180 members 
Mstep: Class 12 contains 3866 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 3575 members 
Mstep: Class 15 contains 138221 members 
Mstep: Class 16 contains 97947 members 
Mstep: Class 17 contains 128535 members 
Mstep: Class 18 contains 23088 members 
Mstep: Class 19 contains 19901 members 
Mstep: Class 20 contains 11949 members 
Mstep: Class 21 contains 22291 members 
Mstep: Class 22 contains 117194 members 
Mstep: Class 23 contains 12372 members 
Mstep: Class 24 contains 2310 members 
Entering Unmasked Estep 
Score: -84316416.000000 Penalty: 53714.492188
Splitting cluster 8 changes total score from -84312544.000000 to -84316416.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (5052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Entering Unmasked Estep 
Score: -448747.906250 Penalty: 1385.725098
	Iteration 0F: 2 clusters Score -448747.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -444763.156250 Penalty: 2771.450195
	Iteration 0F: 3 clusters Score -444763.2 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -445959.281250 Penalty: 2771.450195
	Iteration 1F: 3 clusters Score -445959.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -446190.093750 Penalty: 2771.450195
	Iteration 2F: 3 clusters Score -446190.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -446328.281250 Penalty: 2771.450195
	Iteration 3F: 3 clusters Score -446328.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -446430.593750 Penalty: 2771.450195
	Iteration 4Q: 3 clusters Score -446430.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -446524.343750 Penalty: 2771.450195
	Iteration 5Q: 3 clusters Score -446524.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -446626.937500 Penalty: 2771.450195
	Iteration 6Q: 3 clusters Score -446626.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -446742.250000 Penalty: 2771.450195
	Iteration 7Q: 3 clusters Score -446742.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -446870.500000 Penalty: 2771.450195
	Iteration 8Q: 3 clusters Score -446870.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -447026.031250 Penalty: 2771.450195
	Iteration 9Q: 3 clusters Score -447026 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -447171.875000 Penalty: 2771.450195
	Iteration 10Q: 3 clusters Score -447171.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -447321.218750 Penalty: 2771.450195
	Iteration 11Q: 3 clusters Score -447321.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -447430.093750 Penalty: 2771.450195
	Iteration 12Q: 3 clusters Score -447430.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -447502.093750 Penalty: 2771.450195
	Iteration 13Q: 3 clusters Score -447502.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -447564.281250 Penalty: 2771.450195
	Iteration 14Q: 3 clusters Score -447564.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -447625.000000 Penalty: 2771.450195
	Iteration 15Q: 3 clusters Score -447625 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -447666.656250 Penalty: 2771.450195
	Iteration 16Q: 3 clusters Score -447666.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -447695.718750 Penalty: 2771.450195
	Iteration 17Q: 3 clusters Score -447695.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -447711.687500 Penalty: 2771.450195
	Iteration 18Q: 3 clusters Score -447711.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -447723.312500 Penalty: 2771.450195
	Iteration 19Q: 3 clusters Score -447723.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -447735.562500 Penalty: 2771.450195
	Iteration 20F: 3 clusters Score -447735.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -447759.062500 Penalty: 2771.450195
	Iteration 21Q: 3 clusters Score -447759.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -447784.906250 Penalty: 2771.450195
	Iteration 22Q: 3 clusters Score -447784.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -447823.125000 Penalty: 2771.450195
	Iteration 23Q: 3 clusters Score -447823.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -447889.906250 Penalty: 2771.450195
	Iteration 24Q: 3 clusters Score -447889.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -447983.500000 Penalty: 2771.450195
	Iteration 25Q: 3 clusters Score -447983.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -448048.531250 Penalty: 2771.450195
	Iteration 26Q: 3 clusters Score -448048.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -448076.625000 Penalty: 2771.450195
	Iteration 27Q: 3 clusters Score -448076.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -448091.656250 Penalty: 2771.450195
	Iteration 28Q: 3 clusters Score -448091.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -448100.125000 Penalty: 2771.450195
	Iteration 29Q: 3 clusters Score -448100.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -448106.562500 Penalty: 2771.450195
	Iteration 30Q: 3 clusters Score -448106.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -448112.875000 Penalty: 2771.450195
	Iteration 31Q: 3 clusters Score -448112.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -448116.312500 Penalty: 2771.450195
	Iteration 32Q: 3 clusters Score -448116.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -448119.312500 Penalty: 2771.450195
	Iteration 33Q: 3 clusters Score -448119.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -448123.000000 Penalty: 2771.450195
	Iteration 34Q: 3 clusters Score -448123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -448123.750000 Penalty: 2771.450195
	Iteration 35Q: 3 clusters Score -448123.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -448125.750000 Penalty: 2771.450195
	Iteration 36Q: 3 clusters Score -448125.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -448126.281250 Penalty: 2771.450195
	Iteration 37Q: 3 clusters Score -448126.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -448127.625000 Penalty: 2771.450195
	Iteration 38Q: 3 clusters Score -448127.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -448129.187500 Penalty: 2771.450195
	Iteration 39Q: 3 clusters Score -448129.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -448128.843750 Penalty: 2771.450195
	Iteration 40F: 3 clusters Score -448128.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (187123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187123 members 
Entering Unmasked Estep 
Score: -16916186.000000 Penalty: 1972.672241
	Iteration 0F: 2 clusters Score -1.691619e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93753 members 
Mstep: Class 2 contains 93370 members 
Entering Unmasked Estep 
Score: -16790466.000000 Penalty: 3945.344482
	Iteration 0F: 3 clusters Score -1.679047e+07 nChanged 90804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95255 members 
Mstep: Class 2 contains 91868 members 
Entering Unmasked Estep 
Score: -16845750.000000 Penalty: 3945.344482
	Iteration 1F: 3 clusters Score -1.684575e+07 nChanged 7957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95328 members 
Mstep: Class 2 contains 91795 members 
Entering Unmasked Estep 
Score: -16849138.000000 Penalty: 3945.344482
	Iteration 2Q: 3 clusters Score -1.684914e+07 nChanged 9795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95759 members 
Mstep: Class 2 contains 91364 members 
Entering Unmasked Estep 
Score: -16854892.000000 Penalty: 3945.344482
	Iteration 3F: 3 clusters Score -1.685489e+07 nChanged 11927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97396 members 
Mstep: Class 2 contains 89727 members 
Entering Unmasked Estep 
Score: -16863226.000000 Penalty: 3945.344482
	Iteration 4F: 3 clusters Score -1.686323e+07 nChanged 13375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101371 members 
Mstep: Class 2 contains 85752 members 
Entering Unmasked Estep 
Score: -16873876.000000 Penalty: 3945.344482
	Iteration 5F: 3 clusters Score -1.687388e+07 nChanged 14323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108036 members 
Mstep: Class 2 contains 79087 members 
Entering Unmasked Estep 
Score: -16886864.000000 Penalty: 3945.344482
	Iteration 6F: 3 clusters Score -1.688686e+07 nChanged 14642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116666 members 
Mstep: Class 2 contains 70457 members 
Entering Unmasked Estep 
Score: -16901434.000000 Penalty: 3945.344482
	Iteration 7F: 3 clusters Score -1.690143e+07 nChanged 13771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125489 members 
Mstep: Class 2 contains 61634 members 
Entering Unmasked Estep 
Score: -16918844.000000 Penalty: 3945.344482
	Iteration 8F: 3 clusters Score -1.691884e+07 nChanged 10579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131698 members 
Mstep: Class 2 contains 55425 members 
Entering Unmasked Estep 
Score: -16937704.000000 Penalty: 3945.344482
	Iteration 9F: 3 clusters Score -1.69377e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134096 members 
Mstep: Class 2 contains 53027 members 
Entering Unmasked Estep 
Score: -16946660.000000 Penalty: 3945.344482
	Iteration 10Q: 3 clusters Score -1.694666e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135012 members 
Mstep: Class 2 contains 52111 members 
Entering Unmasked Estep 
Score: -16948448.000000 Penalty: 3945.344482
	Iteration 11Q: 3 clusters Score -1.694845e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135545 members 
Mstep: Class 2 contains 51578 members 
Entering Unmasked Estep 
Score: -16948878.000000 Penalty: 3945.344482
	Iteration 12Q: 3 clusters Score -1.694888e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135894 members 
Mstep: Class 2 contains 51229 members 
Entering Unmasked Estep 
Score: -16949014.000000 Penalty: 3945.344482
	Iteration 13Q: 3 clusters Score -1.694901e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136135 members 
Mstep: Class 2 contains 50988 members 
Entering Unmasked Estep 
Score: -16949066.000000 Penalty: 3945.344482
	Iteration 14Q: 3 clusters Score -1.694907e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136274 members 
Mstep: Class 2 contains 50849 members 
Entering Unmasked Estep 
Score: -16949066.000000 Penalty: 3945.344482
	Iteration 15Q: 3 clusters Score -1.694907e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136366 members 
Mstep: Class 2 contains 50757 members 
Entering Unmasked Estep 
Score: -16949064.000000 Penalty: 3945.344482
	Iteration 16Q: 3 clusters Score -1.694906e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136426 members 
Mstep: Class 2 contains 50697 members 
Entering Unmasked Estep 
Score: -16949064.000000 Penalty: 3945.344482
	Iteration 17Q: 3 clusters Score -1.694906e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136472 members 
Mstep: Class 2 contains 50651 members 
Entering Unmasked Estep 
Score: -16949072.000000 Penalty: 3945.344482
	Iteration 18Q: 3 clusters Score -1.694907e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136497 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -16949066.000000 Penalty: 3945.344482
	Iteration 19Q: 3 clusters Score -1.694907e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136508 members 
Mstep: Class 2 contains 50615 members 
Entering Unmasked Estep 
Score: -16949056.000000 Penalty: 3945.344482
	Iteration 20F: 3 clusters Score -1.694906e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136519 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
Score: -16949050.000000 Penalty: 3945.344482
	Iteration 21Q: 3 clusters Score -1.694905e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136530 members 
Mstep: Class 2 contains 50593 members 
Entering Unmasked Estep 
Score: -16949064.000000 Penalty: 3945.344482
	Iteration 22Q: 3 clusters Score -1.694906e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136536 members 
Mstep: Class 2 contains 50587 members 
Entering Unmasked Estep 
Score: -16949060.000000 Penalty: 3945.344482
	Iteration 23Q: 3 clusters Score -1.694906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136540 members 
Mstep: Class 2 contains 50583 members 
Entering Unmasked Estep 
Score: -16949060.000000 Penalty: 3945.344482
	Iteration 24Q: 3 clusters Score -1.694906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136543 members 
Mstep: Class 2 contains 50580 members 
Entering Unmasked Estep 
Score: -16949064.000000 Penalty: 3945.344482
	Iteration 25Q: 3 clusters Score -1.694906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136544 members 
Mstep: Class 2 contains 50579 members 
Entering Unmasked Estep 
Score: -16949066.000000 Penalty: 3945.344482
	Iteration 26Q: 3 clusters Score -1.694907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136545 members 
Mstep: Class 2 contains 50578 members 
Entering Unmasked Estep 
Score: -16949060.000000 Penalty: 3945.344482
	Iteration 27Q: 3 clusters Score -1.694906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136545 members 
Mstep: Class 2 contains 50578 members 
Entering Unmasked Estep 
Score: -16949060.000000 Penalty: 3945.344482
	Iteration 28F: 3 clusters Score -1.694906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 6841 members 
Mstep: Class 3 contains 42442 members 
Mstep: Class 4 contains 3991 members 
Mstep: Class 5 contains 20630 members 
Mstep: Class 6 contains 13801 members 
Mstep: Class 7 contains 14831 members 
Mstep: Class 8 contains 11055 members 
Mstep: Class 9 contains 5052 members 
Mstep: Class 10 contains 136545 members 
Mstep: Class 11 contains 18180 members 
Mstep: Class 12 contains 3866 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 3575 members 
Mstep: Class 15 contains 138221 members 
Mstep: Class 16 contains 97947 members 
Mstep: Class 17 contains 128535 members 
Mstep: Class 18 contains 23088 members 
Mstep: Class 19 contains 19901 members 
Mstep: Class 20 contains 11949 members 
Mstep: Class 21 contains 22291 members 
Mstep: Class 22 contains 117194 members 
Mstep: Class 23 contains 12372 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 50578 members 
Entering Unmasked Estep 
Score: -84349472.000000 Penalty: 55952.593750
Splitting cluster 10 changes total score from -84312544.000000 to -84349472.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (18180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Entering Unmasked Estep 
Score: -1472206.875000 Penalty: 1593.812622
	Iteration 0F: 2 clusters Score -1472207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1459809.000000 Penalty: 3187.625244
	Iteration 0F: 3 clusters Score -1459809 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1465125.500000 Penalty: 3187.625244
	Iteration 1F: 3 clusters Score -1465126 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1466478.000000 Penalty: 3187.625244
	Iteration 2F: 3 clusters Score -1466478 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1467875.750000 Penalty: 3187.625244
	Iteration 3F: 3 clusters Score -1467876 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1469103.250000 Penalty: 3187.625244
	Iteration 4F: 3 clusters Score -1469103 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1469935.375000 Penalty: 3187.625244
	Iteration 5F: 3 clusters Score -1469935 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1470345.125000 Penalty: 3187.625244
	Iteration 6Q: 3 clusters Score -1470345 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1470582.375000 Penalty: 3187.625244
	Iteration 7Q: 3 clusters Score -1470582 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1470729.625000 Penalty: 3187.625244
	Iteration 8Q: 3 clusters Score -1470730 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1470856.500000 Penalty: 3187.625244
	Iteration 9Q: 3 clusters Score -1470856 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1470961.875000 Penalty: 3187.625244
	Iteration 10Q: 3 clusters Score -1470962 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1471056.750000 Penalty: 3187.625244
	Iteration 11Q: 3 clusters Score -1471057 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1471145.000000 Penalty: 3187.625244
	Iteration 12Q: 3 clusters Score -1471145 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1471235.250000 Penalty: 3187.625244
	Iteration 13Q: 3 clusters Score -1471235 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1471302.250000 Penalty: 3187.625244
	Iteration 14Q: 3 clusters Score -1471302 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1471366.000000 Penalty: 3187.625244
	Iteration 15Q: 3 clusters Score -1471366 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1471443.250000 Penalty: 3187.625244
	Iteration 16Q: 3 clusters Score -1471443 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1471496.125000 Penalty: 3187.625244
	Iteration 17Q: 3 clusters Score -1471496 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1471545.000000 Penalty: 3187.625244
	Iteration 18Q: 3 clusters Score -1471545 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1471598.000000 Penalty: 3187.625244
	Iteration 19Q: 3 clusters Score -1471598 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1471653.500000 Penalty: 3187.625244
	Iteration 20F: 3 clusters Score -1471654 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1471688.125000 Penalty: 3187.625244
	Iteration 21Q: 3 clusters Score -1471688 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1471714.000000 Penalty: 3187.625244
	Iteration 22Q: 3 clusters Score -1471714 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1471724.500000 Penalty: 3187.625244
	Iteration 23Q: 3 clusters Score -1471724 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1471745.250000 Penalty: 3187.625244
	Iteration 24Q: 3 clusters Score -1471745 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1471759.750000 Penalty: 3187.625244
	Iteration 25Q: 3 clusters Score -1471760 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1471776.125000 Penalty: 3187.625244
	Iteration 26Q: 3 clusters Score -1471776 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1471788.750000 Penalty: 3187.625244
	Iteration 27Q: 3 clusters Score -1471789 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1471801.000000 Penalty: 3187.625244
	Iteration 28Q: 3 clusters Score -1471801 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1471812.250000 Penalty: 3187.625244
	Iteration 29Q: 3 clusters Score -1471812 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1471836.000000 Penalty: 3187.625244
	Iteration 30Q: 3 clusters Score -1471836 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1471862.125000 Penalty: 3187.625244
	Iteration 31Q: 3 clusters Score -1471862 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -1471878.625000 Penalty: 3187.625244
	Iteration 32Q: 3 clusters Score -1471879 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -1471898.375000 Penalty: 3187.625244
	Iteration 33Q: 3 clusters Score -1471898 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1471926.500000 Penalty: 3187.625244
	Iteration 34Q: 3 clusters Score -1471926 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -1471969.750000 Penalty: 3187.625244
	Iteration 35Q: 3 clusters Score -1471970 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -1472000.625000 Penalty: 3187.625244
	Iteration 36Q: 3 clusters Score -1472001 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -1472022.625000 Penalty: 3187.625244
	Iteration 37Q: 3 clusters Score -1472023 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -1472037.125000 Penalty: 3187.625244
	Iteration 38Q: 3 clusters Score -1472037 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1472043.875000 Penalty: 3187.625244
	Iteration 39Q: 3 clusters Score -1472044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -1472052.375000 Penalty: 3187.625244
	Iteration 40F: 3 clusters Score -1472052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -1472057.750000 Penalty: 3187.625244
	Iteration 41Q: 3 clusters Score -1472058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -1472060.750000 Penalty: 3187.625244
	Iteration 42Q: 3 clusters Score -1472061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1472061.500000 Penalty: 3187.625244
	Iteration 43Q: 3 clusters Score -1472062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -1472063.250000 Penalty: 3187.625244
	Iteration 44Q: 3 clusters Score -1472063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -1472065.000000 Penalty: 3187.625244
	Iteration 45Q: 3 clusters Score -1472065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -1472067.375000 Penalty: 3187.625244
	Iteration 46Q: 3 clusters Score -1472067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -1472065.250000 Penalty: 3187.625244
	Iteration 47Q: 3 clusters Score -1472065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -1472065.000000 Penalty: 3187.625244
	Iteration 48Q: 3 clusters Score -1472065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -1472066.250000 Penalty: 3187.625244
	Iteration 49Q: 3 clusters Score -1472066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -1472068.625000 Penalty: 3187.625244
	Iteration 50Q: 3 clusters Score -1472069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -1472067.000000 Penalty: 3187.625244
	Iteration 51Q: 3 clusters Score -1472067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1472073.750000 Penalty: 3187.625244
	Iteration 52Q: 3 clusters Score -1472074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -1472072.875000 Penalty: 3187.625244
	Iteration 53Q: 3 clusters Score -1472073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -1472077.875000 Penalty: 3187.625244
	Iteration 54Q: 3 clusters Score -1472078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1472079.750000 Penalty: 3187.625244
	Iteration 55Q: 3 clusters Score -1472080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1472079.875000 Penalty: 3187.625244
	Iteration 56Q: 3 clusters Score -1472080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -1472079.125000 Penalty: 3187.625244
	Iteration 57Q: 3 clusters Score -1472079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1472079.000000 Penalty: 3187.625244
	Iteration 58Q: 3 clusters Score -1472079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -1472080.250000 Penalty: 3187.625244
	Iteration 59Q: 3 clusters Score -1472080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -1472080.500000 Penalty: 3187.625244
	Iteration 60F: 3 clusters Score -1472080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -1472078.875000 Penalty: 3187.625244
	Iteration 61Q: 3 clusters Score -1472079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -1472080.375000 Penalty: 3187.625244
	Iteration 62Q: 3 clusters Score -1472080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -1472084.375000 Penalty: 3187.625244
	Iteration 63Q: 3 clusters Score -1472084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -1472082.625000 Penalty: 3187.625244
	Iteration 64Q: 3 clusters Score -1472083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -1472082.625000 Penalty: 3187.625244
	Iteration 65F: 3 clusters Score -1472083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Entering Unmasked Estep 
Score: -263987.093750 Penalty: 1342.245972
	Iteration 0F: 2 clusters Score -263987.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -260782.406250 Penalty: 2684.491943
	Iteration 0F: 3 clusters Score -260782.4 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -262340.031250 Penalty: 2684.491943
	Iteration 1F: 3 clusters Score -262340 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -263585.031250 Penalty: 2684.491943
	Iteration 2F: 3 clusters Score -263585 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -265202.156250 Penalty: 2684.491943
	Iteration 3F: 3 clusters Score -265202.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -266117.468750 Penalty: 2684.491943
	Iteration 4F: 3 clusters Score -266117.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -266575.062500 Penalty: 2684.491943
	Iteration 5F: 3 clusters Score -266575.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -266856.656250 Penalty: 2684.491943
	Iteration 6Q: 3 clusters Score -266856.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -266975.875000 Penalty: 2684.491943
	Iteration 7Q: 3 clusters Score -266975.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -267054.812500 Penalty: 2684.491943
	Iteration 8Q: 3 clusters Score -267054.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -267117.000000 Penalty: 2684.491943
	Iteration 9Q: 3 clusters Score -267117 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -267158.250000 Penalty: 2684.491943
	Iteration 10Q: 3 clusters Score -267158.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -267177.875000 Penalty: 2684.491943
	Iteration 11Q: 3 clusters Score -267177.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -267188.031250 Penalty: 2684.491943
	Iteration 12Q: 3 clusters Score -267188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -267198.843750 Penalty: 2684.491943
	Iteration 13Q: 3 clusters Score -267198.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -267205.031250 Penalty: 2684.491943
	Iteration 14Q: 3 clusters Score -267205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -267206.468750 Penalty: 2684.491943
	Iteration 15Q: 3 clusters Score -267206.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -267208.031250 Penalty: 2684.491943
	Iteration 16Q: 3 clusters Score -267208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -267210.343750 Penalty: 2684.491943
	Iteration 17Q: 3 clusters Score -267210.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -267211.156250 Penalty: 2684.491943
	Iteration 18Q: 3 clusters Score -267211.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -267211.468750 Penalty: 2684.491943
	Iteration 19Q: 3 clusters Score -267211.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -267213.500000 Penalty: 2684.491943
	Iteration 20F: 3 clusters Score -267213.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -267216.812500 Penalty: 2684.491943
	Iteration 21Q: 3 clusters Score -267216.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -267220.593750 Penalty: 2684.491943
	Iteration 22Q: 3 clusters Score -267220.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -267222.968750 Penalty: 2684.491943
	Iteration 23Q: 3 clusters Score -267223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -267223.531250 Penalty: 2684.491943
	Iteration 24Q: 3 clusters Score -267223.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -267223.687500 Penalty: 2684.491943
	Iteration 25Q: 3 clusters Score -267223.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -267224.218750 Penalty: 2684.491943
	Iteration 26Q: 3 clusters Score -267224.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -267224.468750 Penalty: 2684.491943
	Iteration 27Q: 3 clusters Score -267224.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -267224.468750 Penalty: 2684.491943
	Iteration 28F: 3 clusters Score -267224.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 6841 members 
Mstep: Class 3 contains 42442 members 
Mstep: Class 4 contains 3991 members 
Mstep: Class 5 contains 20630 members 
Mstep: Class 6 contains 13801 members 
Mstep: Class 7 contains 14831 members 
Mstep: Class 8 contains 11055 members 
Mstep: Class 9 contains 5052 members 
Mstep: Class 10 contains 136545 members 
Mstep: Class 11 contains 18180 members 
Mstep: Class 12 contains 1480 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 3575 members 
Mstep: Class 15 contains 138221 members 
Mstep: Class 16 contains 97947 members 
Mstep: Class 17 contains 128535 members 
Mstep: Class 18 contains 23088 members 
Mstep: Class 19 contains 19901 members 
Mstep: Class 20 contains 11949 members 
Mstep: Class 21 contains 22291 members 
Mstep: Class 22 contains 117194 members 
Mstep: Class 23 contains 12372 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 50578 members 
Mstep: Class 26 contains 2386 members 
Entering Unmasked Estep 
Score: -84351800.000000 Penalty: 58190.699219
Splitting cluster 12 changes total score from -84312544.000000 to -84351800.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 14 (3575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Entering Unmasked Estep 
Score: -314288.625000 Penalty: 1329.529663
	Iteration 0F: 2 clusters Score -314288.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -311172.500000 Penalty: 2659.059326
	Iteration 0F: 3 clusters Score -311172.5 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -311963.500000 Penalty: 2659.059326
	Iteration 1F: 3 clusters Score -311963.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -312132.593750 Penalty: 2659.059326
	Iteration 2F: 3 clusters Score -312132.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -312249.250000 Penalty: 2659.059326
	Iteration 3F: 3 clusters Score -312249.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -312342.187500 Penalty: 2659.059326
	Iteration 4Q: 3 clusters Score -312342.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -312436.500000 Penalty: 2659.059326
	Iteration 5Q: 3 clusters Score -312436.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -312523.937500 Penalty: 2659.059326
	Iteration 6Q: 3 clusters Score -312523.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -312609.125000 Penalty: 2659.059326
	Iteration 7Q: 3 clusters Score -312609.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -312694.906250 Penalty: 2659.059326
	Iteration 8Q: 3 clusters Score -312694.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -312788.593750 Penalty: 2659.059326
	Iteration 9Q: 3 clusters Score -312788.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -312886.437500 Penalty: 2659.059326
	Iteration 10Q: 3 clusters Score -312886.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -312994.562500 Penalty: 2659.059326
	Iteration 11Q: 3 clusters Score -312994.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -313077.500000 Penalty: 2659.059326
	Iteration 12Q: 3 clusters Score -313077.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -313155.750000 Penalty: 2659.059326
	Iteration 13Q: 3 clusters Score -313155.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -313214.468750 Penalty: 2659.059326
	Iteration 14Q: 3 clusters Score -313214.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -313262.343750 Penalty: 2659.059326
	Iteration 15Q: 3 clusters Score -313262.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -313296.906250 Penalty: 2659.059326
	Iteration 16Q: 3 clusters Score -313296.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -313326.218750 Penalty: 2659.059326
	Iteration 17Q: 3 clusters Score -313326.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -313348.937500 Penalty: 2659.059326
	Iteration 18Q: 3 clusters Score -313348.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -313367.656250 Penalty: 2659.059326
	Iteration 19Q: 3 clusters Score -313367.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -313377.375000 Penalty: 2659.059326
	Iteration 20F: 3 clusters Score -313377.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -313381.843750 Penalty: 2659.059326
	Iteration 21Q: 3 clusters Score -313381.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -313385.343750 Penalty: 2659.059326
	Iteration 22Q: 3 clusters Score -313385.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -313387.468750 Penalty: 2659.059326
	Iteration 23Q: 3 clusters Score -313387.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -313387.468750 Penalty: 2659.059326
	Iteration 24Q: 3 clusters Score -313387.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -313389.437500 Penalty: 2659.059326
	Iteration 25Q: 3 clusters Score -313389.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -313389.906250 Penalty: 2659.059326
	Iteration 26Q: 3 clusters Score -313389.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -313389.968750 Penalty: 2659.059326
	Iteration 27Q: 3 clusters Score -313390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -313391.437500 Penalty: 2659.059326
	Iteration 28Q: 3 clusters Score -313391.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -313391.437500 Penalty: 2659.059326
	Iteration 29F: 3 clusters Score -313391.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (138221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138221 members 
Entering Unmasked Estep 
Score: -12647136.000000 Penalty: 1923.448975
	Iteration 0F: 2 clusters Score -1.264714e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69114 members 
Mstep: Class 2 contains 69107 members 
Entering Unmasked Estep 
Score: -12555031.000000 Penalty: 3846.897949
	Iteration 0F: 3 clusters Score -1.255503e+07 nChanged 66537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67399 members 
Mstep: Class 2 contains 70822 members 
Entering Unmasked Estep 
Score: -12594641.000000 Penalty: 3846.897949
	Iteration 1F: 3 clusters Score -1.259464e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65801 members 
Mstep: Class 2 contains 72420 members 
Entering Unmasked Estep 
Score: -12596569.000000 Penalty: 3846.897949
	Iteration 2Q: 3 clusters Score -1.259657e+07 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63325 members 
Mstep: Class 2 contains 74896 members 
Entering Unmasked Estep 
Score: -12599498.000000 Penalty: 3846.897949
	Iteration 3Q: 3 clusters Score -1.25995e+07 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59706 members 
Mstep: Class 2 contains 78515 members 
Entering Unmasked Estep 
Score: -12603422.000000 Penalty: 3846.897949
	Iteration 4F: 3 clusters Score -1.260342e+07 nChanged 8947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54969 members 
Mstep: Class 2 contains 83252 members 
Entering Unmasked Estep 
Score: -12608346.000000 Penalty: 3846.897949
	Iteration 5F: 3 clusters Score -1.260835e+07 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49611 members 
Mstep: Class 2 contains 88610 members 
Entering Unmasked Estep 
Score: -12613462.000000 Penalty: 3846.897949
	Iteration 6F: 3 clusters Score -1.261346e+07 nChanged 8359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44126 members 
Mstep: Class 2 contains 94095 members 
Entering Unmasked Estep 
Score: -12617895.000000 Penalty: 3846.897949
	Iteration 7F: 3 clusters Score -1.26179e+07 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 99509 members 
Entering Unmasked Estep 
Score: -12621466.000000 Penalty: 3846.897949
	Iteration 8F: 3 clusters Score -1.262147e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 105007 members 
Entering Unmasked Estep 
Score: -12624529.000000 Penalty: 3846.897949
	Iteration 9Q: 3 clusters Score -1.262453e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 110564 members 
Entering Unmasked Estep 
Score: -12627555.000000 Penalty: 3846.897949
	Iteration 10Q: 3 clusters Score -1.262756e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 116071 members 
Entering Unmasked Estep 
Score: -12630760.000000 Penalty: 3846.897949
	Iteration 11Q: 3 clusters Score -1.263076e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 121543 members 
Entering Unmasked Estep 
Score: -12634277.000000 Penalty: 3846.897949
	Iteration 12Q: 3 clusters Score -1.263428e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 126399 members 
Entering Unmasked Estep 
Score: -12637580.000000 Penalty: 3846.897949
	Iteration 13Q: 3 clusters Score -1.263758e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 130285 members 
Entering Unmasked Estep 
Score: -12640319.000000 Penalty: 3846.897949
	Iteration 14Q: 3 clusters Score -1.264032e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 133196 members 
Entering Unmasked Estep 
Score: -12642439.000000 Penalty: 3846.897949
	Iteration 15Q: 3 clusters Score -1.264244e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 135075 members 
Entering Unmasked Estep 
Score: -12643812.000000 Penalty: 3846.897949
	Iteration 16Q: 3 clusters Score -1.264381e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 136155 members 
Entering Unmasked Estep 
Score: -12644557.000000 Penalty: 3846.897949
	Iteration 17Q: 3 clusters Score -1.264456e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 136717 members 
Entering Unmasked Estep 
Score: -12644949.000000 Penalty: 3846.897949
	Iteration 18Q: 3 clusters Score -1.264495e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 137027 members 
Entering Unmasked Estep 
Score: -12645232.000000 Penalty: 3846.897949
	Iteration 19Q: 3 clusters Score -1.264523e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 137194 members 
Entering Unmasked Estep 
Score: -12645429.000000 Penalty: 3846.897949
	Iteration 20F: 3 clusters Score -1.264543e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 137276 members 
Entering Unmasked Estep 
Score: -12645514.000000 Penalty: 3846.897949
	Iteration 21Q: 3 clusters Score -1.264551e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 137335 members 
Entering Unmasked Estep 
Score: -12645563.000000 Penalty: 3846.897949
	Iteration 22Q: 3 clusters Score -1.264556e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 137370 members 
Entering Unmasked Estep 
Score: -12645596.000000 Penalty: 3846.897949
	Iteration 23Q: 3 clusters Score -1.26456e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 137398 members 
Entering Unmasked Estep 
Score: -12645614.000000 Penalty: 3846.897949
	Iteration 24Q: 3 clusters Score -1.264561e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 137427 members 
Entering Unmasked Estep 
Score: -12645625.000000 Penalty: 3846.897949
	Iteration 25Q: 3 clusters Score -1.264562e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 137449 members 
Entering Unmasked Estep 
Score: -12645651.000000 Penalty: 3846.897949
	Iteration 26Q: 3 clusters Score -1.264565e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 137465 members 
Entering Unmasked Estep 
Score: -12645667.000000 Penalty: 3846.897949
	Iteration 27Q: 3 clusters Score -1.264567e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 137481 members 
Entering Unmasked Estep 
Score: -12645666.000000 Penalty: 3846.897949
	Iteration 28Q: 3 clusters Score -1.264567e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 137496 members 
Entering Unmasked Estep 
Score: -12645676.000000 Penalty: 3846.897949
	Iteration 29Q: 3 clusters Score -1.264568e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 137507 members 
Entering Unmasked Estep 
Score: -12645695.000000 Penalty: 3846.897949
	Iteration 30Q: 3 clusters Score -1.26457e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 137510 members 
Entering Unmasked Estep 
Score: -12645686.000000 Penalty: 3846.897949
	Iteration 31Q: 3 clusters Score -1.264569e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 137519 members 
Entering Unmasked Estep 
Score: -12645709.000000 Penalty: 3846.897949
	Iteration 32Q: 3 clusters Score -1.264571e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 137527 members 
Entering Unmasked Estep 
Score: -12645703.000000 Penalty: 3846.897949
	Iteration 33Q: 3 clusters Score -1.26457e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 137536 members 
Entering Unmasked Estep 
Score: -12645710.000000 Penalty: 3846.897949
	Iteration 34Q: 3 clusters Score -1.264571e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 137537 members 
Entering Unmasked Estep 
Score: -12645712.000000 Penalty: 3846.897949
	Iteration 35Q: 3 clusters Score -1.264571e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 137539 members 
Entering Unmasked Estep 
Score: -12645711.000000 Penalty: 3846.897949
	Iteration 36Q: 3 clusters Score -1.264571e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 137539 members 
Entering Unmasked Estep 
Score: -12645711.000000 Penalty: 3846.897949
	Iteration 37Q: 3 clusters Score -1.264571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 137536 members 
Entering Unmasked Estep 
Score: -12645708.000000 Penalty: 3846.897949
	Iteration 38Q: 3 clusters Score -1.264571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 137537 members 
Entering Unmasked Estep 
Score: -12645724.000000 Penalty: 3846.897949
	Iteration 39Q: 3 clusters Score -1.264572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 137538 members 
Entering Unmasked Estep 
Score: -12645713.000000 Penalty: 3846.897949
	Iteration 40F: 3 clusters Score -1.264571e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 137542 members 
Entering Unmasked Estep 
Score: -12645724.000000 Penalty: 3846.897949
	Iteration 41Q: 3 clusters Score -1.264572e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 137546 members 
Entering Unmasked Estep 
Score: -12645728.000000 Penalty: 3846.897949
	Iteration 42Q: 3 clusters Score -1.264573e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 137548 members 
Entering Unmasked Estep 
Score: -12645724.000000 Penalty: 3846.897949
	Iteration 43Q: 3 clusters Score -1.264572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 137551 members 
Entering Unmasked Estep 
Score: -12645737.000000 Penalty: 3846.897949
	Iteration 44Q: 3 clusters Score -1.264574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 137553 members 
Entering Unmasked Estep 
Score: -12645741.000000 Penalty: 3846.897949
	Iteration 45Q: 3 clusters Score -1.264574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 137553 members 
Entering Unmasked Estep 
Score: -12645751.000000 Penalty: 3846.897949
	Iteration 46Q: 3 clusters Score -1.264575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 137556 members 
Entering Unmasked Estep 
Score: -12645754.000000 Penalty: 3846.897949
	Iteration 47Q: 3 clusters Score -1.264575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 137558 members 
Entering Unmasked Estep 
Score: -12645758.000000 Penalty: 3846.897949
	Iteration 48Q: 3 clusters Score -1.264576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 137557 members 
Entering Unmasked Estep 
Score: -12645752.000000 Penalty: 3846.897949
	Iteration 49Q: 3 clusters Score -1.264575e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 137557 members 
Entering Unmasked Estep 
Score: -12645752.000000 Penalty: 3846.897949
	Iteration 50F: 3 clusters Score -1.264575e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (97947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97947 members 
Entering Unmasked Estep 
Score: -9018079.000000 Penalty: 1867.479492
	Iteration 0F: 2 clusters Score -9018079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 48825 members 
Entering Unmasked Estep 
Score: -8952440.000000 Penalty: 3734.958984
	Iteration 0F: 3 clusters Score -8952440 nChanged 46764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52136 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -8980080.000000 Penalty: 3734.958984
	Iteration 1F: 3 clusters Score -8980080 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53834 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -8982246.000000 Penalty: 3734.958984
	Iteration 2Q: 3 clusters Score -8982246 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56293 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -8985487.000000 Penalty: 3734.958984
	Iteration 3F: 3 clusters Score -8985487 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59544 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -8989317.000000 Penalty: 3734.958984
	Iteration 4F: 3 clusters Score -8989317 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63410 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -8993389.000000 Penalty: 3734.958984
	Iteration 5F: 3 clusters Score -8993389 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67700 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -8997164.000000 Penalty: 3734.958984
	Iteration 6F: 3 clusters Score -8997164 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72081 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -9000750.000000 Penalty: 3734.958984
	Iteration 7F: 3 clusters Score -9000750 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76292 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -9004086.000000 Penalty: 3734.958984
	Iteration 8Q: 3 clusters Score -9004086 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80023 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -9007210.000000 Penalty: 3734.958984
	Iteration 9Q: 3 clusters Score -9007210 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83096 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -9009961.000000 Penalty: 3734.958984
	Iteration 10Q: 3 clusters Score -9009961 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85551 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -9012192.000000 Penalty: 3734.958984
	Iteration 11Q: 3 clusters Score -9012192 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87402 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -9013931.000000 Penalty: 3734.958984
	Iteration 12Q: 3 clusters Score -9013931 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88830 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -9015217.000000 Penalty: 3734.958984
	Iteration 13Q: 3 clusters Score -9015217 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89896 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -9016059.000000 Penalty: 3734.958984
	Iteration 14Q: 3 clusters Score -9016059 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90655 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -9016629.000000 Penalty: 3734.958984
	Iteration 15Q: 3 clusters Score -9016629 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91226 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -9016932.000000 Penalty: 3734.958984
	Iteration 16Q: 3 clusters Score -9016932 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91705 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -9017160.000000 Penalty: 3734.958984
	Iteration 17Q: 3 clusters Score -9017160 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92065 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -9017311.000000 Penalty: 3734.958984
	Iteration 18Q: 3 clusters Score -9017311 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92352 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -9017394.000000 Penalty: 3734.958984
	Iteration 19Q: 3 clusters Score -9017394 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92622 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -9017449.000000 Penalty: 3734.958984
	Iteration 20F: 3 clusters Score -9017449 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92863 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -9017533.000000 Penalty: 3734.958984
	Iteration 21Q: 3 clusters Score -9017533 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93068 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -9017568.000000 Penalty: 3734.958984
	Iteration 22Q: 3 clusters Score -9017568 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93227 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -9017612.000000 Penalty: 3734.958984
	Iteration 23Q: 3 clusters Score -9017612 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93346 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -9017610.000000 Penalty: 3734.958984
	Iteration 24Q: 3 clusters Score -9017610 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93444 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -9017644.000000 Penalty: 3734.958984
	Iteration 25Q: 3 clusters Score -9017644 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93531 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -9017655.000000 Penalty: 3734.958984
	Iteration 26Q: 3 clusters Score -9017655 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93603 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -9017689.000000 Penalty: 3734.958984
	Iteration 27Q: 3 clusters Score -9017689 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93665 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -9017692.000000 Penalty: 3734.958984
	Iteration 28Q: 3 clusters Score -9017692 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93717 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -9017684.000000 Penalty: 3734.958984
	Iteration 29Q: 3 clusters Score -9017684 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93769 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -9017707.000000 Penalty: 3734.958984
	Iteration 30Q: 3 clusters Score -9017707 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93802 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -9017716.000000 Penalty: 3734.958984
	Iteration 31Q: 3 clusters Score -9017716 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93832 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -9017717.000000 Penalty: 3734.958984
	Iteration 32Q: 3 clusters Score -9017717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93848 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -9017714.000000 Penalty: 3734.958984
	Iteration 33Q: 3 clusters Score -9017714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93866 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -9017719.000000 Penalty: 3734.958984
	Iteration 34Q: 3 clusters Score -9017719 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93889 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -9017711.000000 Penalty: 3734.958984
	Iteration 35Q: 3 clusters Score -9017711 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93912 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -9017718.000000 Penalty: 3734.958984
	Iteration 36Q: 3 clusters Score -9017718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93932 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -9017727.000000 Penalty: 3734.958984
	Iteration 37Q: 3 clusters Score -9017727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93949 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -9017722.000000 Penalty: 3734.958984
	Iteration 38Q: 3 clusters Score -9017722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93975 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -9017710.000000 Penalty: 3734.958984
	Iteration 39Q: 3 clusters Score -9017710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93990 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -9017709.000000 Penalty: 3734.958984
	Iteration 40F: 3 clusters Score -9017709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94009 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -9017705.000000 Penalty: 3734.958984
	Iteration 41Q: 3 clusters Score -9017705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94015 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -9017711.000000 Penalty: 3734.958984
	Iteration 42Q: 3 clusters Score -9017711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94023 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -9017702.000000 Penalty: 3734.958984
	Iteration 43Q: 3 clusters Score -9017702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94028 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -9017704.000000 Penalty: 3734.958984
	Iteration 44Q: 3 clusters Score -9017704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94030 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -9017707.000000 Penalty: 3734.958984
	Iteration 45Q: 3 clusters Score -9017707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94032 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -9017707.000000 Penalty: 3734.958984
	Iteration 46Q: 3 clusters Score -9017707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94034 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -9017715.000000 Penalty: 3734.958984
	Iteration 47Q: 3 clusters Score -9017715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94035 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -9017709.000000 Penalty: 3734.958984
	Iteration 48Q: 3 clusters Score -9017709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94035 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -9017709.000000 Penalty: 3734.958984
	Iteration 49F: 3 clusters Score -9017709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (128535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128535 members 
Entering Unmasked Estep 
Score: -12175239.000000 Penalty: 1911.642822
	Iteration 0F: 2 clusters Score -1.217524e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64411 members 
Mstep: Class 2 contains 64124 members 
Entering Unmasked Estep 
Score: -12089281.000000 Penalty: 3823.285645
	Iteration 0F: 3 clusters Score -1.208928e+07 nChanged 61755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66164 members 
Mstep: Class 2 contains 62371 members 
Entering Unmasked Estep 
Score: -12125566.000000 Penalty: 3823.285645
	Iteration 1F: 3 clusters Score -1.212557e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67355 members 
Mstep: Class 2 contains 61180 members 
Entering Unmasked Estep 
Score: -12126420.000000 Penalty: 3823.285645
	Iteration 2Q: 3 clusters Score -1.212642e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69174 members 
Mstep: Class 2 contains 59361 members 
Entering Unmasked Estep 
Score: -12127454.000000 Penalty: 3823.285645
	Iteration 3Q: 3 clusters Score -1.212745e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71993 members 
Mstep: Class 2 contains 56542 members 
Entering Unmasked Estep 
Score: -12129088.000000 Penalty: 3823.285645
	Iteration 4Q: 3 clusters Score -1.212909e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76204 members 
Mstep: Class 2 contains 52331 members 
Entering Unmasked Estep 
Score: -12131603.000000 Penalty: 3823.285645
	Iteration 5Q: 3 clusters Score -1.21316e+07 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81861 members 
Mstep: Class 2 contains 46674 members 
Entering Unmasked Estep 
Score: -12135520.000000 Penalty: 3823.285645
	Iteration 6F: 3 clusters Score -1.213552e+07 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88898 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -12141199.000000 Penalty: 3823.285645
	Iteration 7F: 3 clusters Score -1.21412e+07 nChanged 8354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96486 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -12147880.000000 Penalty: 3823.285645
	Iteration 8F: 3 clusters Score -1.214788e+07 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103414 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -12153734.000000 Penalty: 3823.285645
	Iteration 9F: 3 clusters Score -1.215373e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109145 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -12158271.000000 Penalty: 3823.285645
	Iteration 10Q: 3 clusters Score -1.215827e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113729 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -12161779.000000 Penalty: 3823.285645
	Iteration 11Q: 3 clusters Score -1.216178e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117552 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -12164673.000000 Penalty: 3823.285645
	Iteration 12Q: 3 clusters Score -1.216467e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120701 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -12167217.000000 Penalty: 3823.285645
	Iteration 13Q: 3 clusters Score -1.216722e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123354 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -12169357.000000 Penalty: 3823.285645
	Iteration 14Q: 3 clusters Score -1.216936e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125306 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -12170915.000000 Penalty: 3823.285645
	Iteration 15Q: 3 clusters Score -1.217092e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126693 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -12172081.000000 Penalty: 3823.285645
	Iteration 16Q: 3 clusters Score -1.217208e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127536 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -12172844.000000 Penalty: 3823.285645
	Iteration 17Q: 3 clusters Score -1.217284e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127961 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -12173205.000000 Penalty: 3823.285645
	Iteration 18Q: 3 clusters Score -1.21732e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128157 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -12173379.000000 Penalty: 3823.285645
	Iteration 19Q: 3 clusters Score -1.217338e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128235 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -12173471.000000 Penalty: 3823.285645
	Iteration 20F: 3 clusters Score -1.217347e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128271 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -12173518.000000 Penalty: 3823.285645
	Iteration 21Q: 3 clusters Score -1.217352e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128299 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -12173553.000000 Penalty: 3823.285645
	Iteration 22Q: 3 clusters Score -1.217355e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128307 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -12173558.000000 Penalty: 3823.285645
	Iteration 23Q: 3 clusters Score -1.217356e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128316 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -12173568.000000 Penalty: 3823.285645
	Iteration 24Q: 3 clusters Score -1.217357e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128326 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -12173600.000000 Penalty: 3823.285645
	Iteration 25Q: 3 clusters Score -1.21736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128328 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -12173597.000000 Penalty: 3823.285645
	Iteration 26Q: 3 clusters Score -1.21736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128328 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -12173597.000000 Penalty: 3823.285645
	Iteration 27F: 3 clusters Score -1.21736e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (23088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Entering Unmasked Estep 
Score: -2079589.875000 Penalty: 1632.648682
	Iteration 0F: 2 clusters Score -2079590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2063943.500000 Penalty: 3265.297363
	Iteration 0F: 3 clusters Score -2063944 nChanged 10551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2069953.625000 Penalty: 3265.297363
	Iteration 1F: 3 clusters Score -2069954 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -2070523.375000 Penalty: 3265.297363
	Iteration 2F: 3 clusters Score -2070523 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -2071248.625000 Penalty: 3265.297363
	Iteration 3F: 3 clusters Score -2071249 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2072145.625000 Penalty: 3265.297363
	Iteration 4F: 3 clusters Score -2072146 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -2073183.625000 Penalty: 3265.297363
	Iteration 5F: 3 clusters Score -2073184 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2074274.125000 Penalty: 3265.297363
	Iteration 6F: 3 clusters Score -2074274 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2075226.875000 Penalty: 3265.297363
	Iteration 7F: 3 clusters Score -2075227 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -2075934.750000 Penalty: 3265.297363
	Iteration 8Q: 3 clusters Score -2075935 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2076461.500000 Penalty: 3265.297363
	Iteration 9Q: 3 clusters Score -2076462 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -2076857.750000 Penalty: 3265.297363
	Iteration 10Q: 3 clusters Score -2076858 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2077102.750000 Penalty: 3265.297363
	Iteration 11Q: 3 clusters Score -2077103 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2077250.625000 Penalty: 3265.297363
	Iteration 12Q: 3 clusters Score -2077251 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -2077354.000000 Penalty: 3265.297363
	Iteration 13Q: 3 clusters Score -2077354 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -2077439.125000 Penalty: 3265.297363
	Iteration 14Q: 3 clusters Score -2077439 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2077494.125000 Penalty: 3265.297363
	Iteration 15Q: 3 clusters Score -2077494 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -2077545.125000 Penalty: 3265.297363
	Iteration 16Q: 3 clusters Score -2077545 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -2077596.000000 Penalty: 3265.297363
	Iteration 17Q: 3 clusters Score -2077596 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2077625.125000 Penalty: 3265.297363
	Iteration 18Q: 3 clusters Score -2077625 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -2077656.375000 Penalty: 3265.297363
	Iteration 19Q: 3 clusters Score -2077656 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -2077688.375000 Penalty: 3265.297363
	Iteration 20F: 3 clusters Score -2077688 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -2077711.625000 Penalty: 3265.297363
	Iteration 21Q: 3 clusters Score -2077712 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -2077720.750000 Penalty: 3265.297363
	Iteration 22Q: 3 clusters Score -2077721 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -2077728.125000 Penalty: 3265.297363
	Iteration 23Q: 3 clusters Score -2077728 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -2077740.375000 Penalty: 3265.297363
	Iteration 24Q: 3 clusters Score -2077740 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -2077747.500000 Penalty: 3265.297363
	Iteration 25Q: 3 clusters Score -2077748 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -2077753.250000 Penalty: 3265.297363
	Iteration 26Q: 3 clusters Score -2077753 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2077753.875000 Penalty: 3265.297363
	Iteration 27Q: 3 clusters Score -2077754 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -2077759.125000 Penalty: 3265.297363
	Iteration 28Q: 3 clusters Score -2077759 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2077761.625000 Penalty: 3265.297363
	Iteration 29Q: 3 clusters Score -2077762 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -2077769.000000 Penalty: 3265.297363
	Iteration 30Q: 3 clusters Score -2077769 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2077773.375000 Penalty: 3265.297363
	Iteration 31Q: 3 clusters Score -2077773 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2077775 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2077779 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2077784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2077792.625000 Penalty: 3265.297363
	Iteration 35Q: 3 clusters Score -2077793 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2077793 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2077802.000000 Penalty: 3265.297363
	Iteration 37Q: 3 clusters Score -2077802 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2077800.000000 Penalty: 3265.297363
	Iteration 38Q: 3 clusters Score -2077800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2077803 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2077796.375000 Penalty: 3265.297363
	Iteration 40F: 3 clusters Score -2077796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2077800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2077799 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2077802.375000 Penalty: 3265.297363
	Iteration 43Q: 3 clusters Score -2077802 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -2077808.625000 Penalty: 3265.297363
	Iteration 44Q: 3 clusters Score -2077809 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2077816.125000 Penalty: 3265.297363
	Iteration 45Q: 3 clusters Score -2077816 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2077817 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2077818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2077816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2077815.750000 Penalty: 3265.297363
	Iteration 49Q: 3 clusters Score -2077816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2077817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -2077820.500000 Penalty: 3265.297363
	Iteration 51Q: 3 clusters Score -2077820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2077821 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -2077823.125000 Penalty: 3265.297363
	Iteration 53Q: 3 clusters Score -2077823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -2077827.000000 Penalty: 3265.297363
	Iteration 54Q: 3 clusters Score -2077827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2077826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2077823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2077823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2077822.500000 Penalty: 3265.297363
	Iteration 58Q: 3 clusters Score -2077822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2077828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -2077825.250000 Penalty: 3265.297363
	Iteration 60F: 3 clusters Score -2077825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2077826.750000 Penalty: 3265.297363
	Iteration 61Q: 3 clusters Score -2077827 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2077830.625000 Penalty: 3265.297363
	Iteration 62Q: 3 clusters Score -2077831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2077834.000000 Penalty: 3265.297363
	Iteration 63Q: 3 clusters Score -2077834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2077832.125000 Penalty: 3265.297363
	Iteration 64Q: 3 clusters Score -2077832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -2077834.625000 Penalty: 3265.297363
	Iteration 65Q: 3 clusters Score -2077835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -2077838.250000 Penalty: 3265.297363
	Iteration 66Q: 3 clusters Score -2077838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2077831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2077831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -2077827.500000 Penalty: 3265.297363
	Iteration 69Q: 3 clusters Score -2077828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2077828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2077834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2077834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2077834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -2077837.250000 Penalty: 3265.297363
	Iteration 74Q: 3 clusters Score -2077837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -2077838.875000 Penalty: 3265.297363
	Iteration 75Q: 3 clusters Score -2077839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -2077841.875000 Penalty: 3265.297363
	Iteration 76Q: 3 clusters Score -2077842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2077839 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2077839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2077839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -2077842.250000 Penalty: 3265.297363
	Iteration 80F: 3 clusters Score -2077842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2077838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -2077836.875000 Penalty: 3265.297363
	Iteration 82Q: 3 clusters Score -2077837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2077837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2077840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2077838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2077838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2077839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2077840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2077839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2077841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2077842.000000 Penalty: 3265.297363
	Iteration 91Q: 3 clusters Score -2077842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2077842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2077841.625000 Penalty: 3265.297363
	Iteration 93Q: 3 clusters Score -2077842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2077839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2077840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2077843.000000 Penalty: 3265.297363
	Iteration 96Q: 3 clusters Score -2077843 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2077847 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2077840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2077850 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2077859.500000 Penalty: 3265.297363
	Iteration 100F: 3 clusters Score -2077860 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2077865 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2077871 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2077880 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2077881 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2077895 nChanged 79
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Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2077901 nChanged 85
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Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2077920 nChanged 107
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Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2077938 nChanged 125
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2077974 nChanged 126
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Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2077990 nChanged 117
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2078017 nChanged 105
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Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2078035 nChanged 104
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Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2078061 nChanged 131
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Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2078090 nChanged 145
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Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2078129 nChanged 147
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -2078171.000000 Penalty: 3265.297363
	Iteration 116Q: 3 clusters Score -2078171 nChanged 157
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2078211 nChanged 163
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Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2078247 nChanged 175
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Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2078296 nChanged 199
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Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2078343.750000 Penalty: 3265.297363
	Iteration 120F: 3 clusters Score -2078344 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -2078425.500000 Penalty: 3265.297363
	Iteration 121Q: 3 clusters Score -2078426 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -2078494.500000 Penalty: 3265.297363
	Iteration 122Q: 3 clusters Score -2078494 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -2078571.500000 Penalty: 3265.297363
	Iteration 123Q: 3 clusters Score -2078572 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2078634.750000 Penalty: 3265.297363
	Iteration 124Q: 3 clusters Score -2078635 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -2078697.625000 Penalty: 3265.297363
	Iteration 125Q: 3 clusters Score -2078698 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -2078746.625000 Penalty: 3265.297363
	Iteration 126Q: 3 clusters Score -2078747 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -2078793.375000 Penalty: 3265.297363
	Iteration 127Q: 3 clusters Score -2078793 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -2078843.500000 Penalty: 3265.297363
	Iteration 128Q: 3 clusters Score -2078844 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -2078879.500000 Penalty: 3265.297363
	Iteration 129Q: 3 clusters Score -2078880 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -2078908.500000 Penalty: 3265.297363
	Iteration 130Q: 3 clusters Score -2078908 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -2078948.125000 Penalty: 3265.297363
	Iteration 131Q: 3 clusters Score -2078948 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -2078992.125000 Penalty: 3265.297363
	Iteration 132Q: 3 clusters Score -2078992 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -2079014.625000 Penalty: 3265.297363
	Iteration 133Q: 3 clusters Score -2079015 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -2079060.125000 Penalty: 3265.297363
	Iteration 134Q: 3 clusters Score -2079060 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -2079101.875000 Penalty: 3265.297363
	Iteration 135Q: 3 clusters Score -2079102 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -2079138.625000 Penalty: 3265.297363
	Iteration 136Q: 3 clusters Score -2079139 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -2079172.750000 Penalty: 3265.297363
	Iteration 137Q: 3 clusters Score -2079173 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -2079203.250000 Penalty: 3265.297363
	Iteration 138Q: 3 clusters Score -2079203 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -2079234.375000 Penalty: 3265.297363
	Iteration 139Q: 3 clusters Score -2079234 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -2079244.875000 Penalty: 3265.297363
	Iteration 140F: 3 clusters Score -2079245 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -2079263.125000 Penalty: 3265.297363
	Iteration 141Q: 3 clusters Score -2079263 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -2079273.125000 Penalty: 3265.297363
	Iteration 142Q: 3 clusters Score -2079273 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -2079283.500000 Penalty: 3265.297363
	Iteration 143Q: 3 clusters Score -2079284 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -2079294.875000 Penalty: 3265.297363
	Iteration 144Q: 3 clusters Score -2079295 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -2079303.125000 Penalty: 3265.297363
	Iteration 145Q: 3 clusters Score -2079303 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -2079315.125000 Penalty: 3265.297363
	Iteration 146Q: 3 clusters Score -2079315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -2079319.375000 Penalty: 3265.297363
	Iteration 147Q: 3 clusters Score -2079319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -2079317.500000 Penalty: 3265.297363
	Iteration 148Q: 3 clusters Score -2079318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -2079321.875000 Penalty: 3265.297363
	Iteration 149Q: 3 clusters Score -2079322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -2079319.000000 Penalty: 3265.297363
	Iteration 150Q: 3 clusters Score -2079319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -2079320.250000 Penalty: 3265.297363
	Iteration 151Q: 3 clusters Score -2079320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -2079320.750000 Penalty: 3265.297363
	Iteration 152Q: 3 clusters Score -2079321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -2079322.750000 Penalty: 3265.297363
	Iteration 153Q: 3 clusters Score -2079323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -2079323.875000 Penalty: 3265.297363
	Iteration 154Q: 3 clusters Score -2079324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -2079325.750000 Penalty: 3265.297363
	Iteration 155Q: 3 clusters Score -2079326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -2079325.250000 Penalty: 3265.297363
	Iteration 156Q: 3 clusters Score -2079325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -2079326.000000 Penalty: 3265.297363
	Iteration 157Q: 3 clusters Score -2079326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -2079328.500000 Penalty: 3265.297363
	Iteration 158Q: 3 clusters Score -2079328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -2079331.250000 Penalty: 3265.297363
	Iteration 159Q: 3 clusters Score -2079331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -2079331.500000 Penalty: 3265.297363
	Iteration 160F: 3 clusters Score -2079332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -2079330.125000 Penalty: 3265.297363
	Iteration 161Q: 3 clusters Score -2079330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -2079333.000000 Penalty: 3265.297363
	Iteration 162Q: 3 clusters Score -2079333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -2079333.250000 Penalty: 3265.297363
	Iteration 163Q: 3 clusters Score -2079333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -2079338.375000 Penalty: 3265.297363
	Iteration 164Q: 3 clusters Score -2079338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -2079336.625000 Penalty: 3265.297363
	Iteration 165Q: 3 clusters Score -2079337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -2079335.250000 Penalty: 3265.297363
	Iteration 166Q: 3 clusters Score -2079335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -2079337.125000 Penalty: 3265.297363
	Iteration 167Q: 3 clusters Score -2079337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -2079338.875000 Penalty: 3265.297363
	Iteration 168Q: 3 clusters Score -2079339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -2079340.375000 Penalty: 3265.297363
	Iteration 169Q: 3 clusters Score -2079340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -2079343.125000 Penalty: 3265.297363
	Iteration 170Q: 3 clusters Score -2079343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -2079346.500000 Penalty: 3265.297363
	Iteration 171Q: 3 clusters Score -2079346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -2079344.875000 Penalty: 3265.297363
	Iteration 172Q: 3 clusters Score -2079345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -2079346.875000 Penalty: 3265.297363
	Iteration 173Q: 3 clusters Score -2079347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -2079346.875000 Penalty: 3265.297363
	Iteration 174F: 3 clusters Score -2079347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Entering Unmasked Estep 
Score: -1690002.250000 Penalty: 1608.510376
	Iteration 0F: 2 clusters Score -1690002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1676419.250000 Penalty: 3217.020752
	Iteration 0F: 3 clusters Score -1676419 nChanged 9191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1683598.750000 Penalty: 3217.020752
	Iteration 1F: 3 clusters Score -1683599 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1686146.750000 Penalty: 3217.020752
	Iteration 2F: 3 clusters Score -1686147 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1689322.375000 Penalty: 3217.020752
	Iteration 3F: 3 clusters Score -1689322 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1691900.375000 Penalty: 3217.020752
	Iteration 4F: 3 clusters Score -1691900 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1693358.750000 Penalty: 3217.020752
	Iteration 5F: 3 clusters Score -1693359 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -1693942.250000 Penalty: 3217.020752
	Iteration 6Q: 3 clusters Score -1693942 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -1694172.000000 Penalty: 3217.020752
	Iteration 7Q: 3 clusters Score -1694172 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -1694274.375000 Penalty: 3217.020752
	Iteration 8Q: 3 clusters Score -1694274 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -1694324.250000 Penalty: 3217.020752
	Iteration 9Q: 3 clusters Score -1694324 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -1694374.000000 Penalty: 3217.020752
	Iteration 10Q: 3 clusters Score -1694374 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1694395.375000 Penalty: 3217.020752
	Iteration 11Q: 3 clusters Score -1694395 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -1694414.375000 Penalty: 3217.020752
	Iteration 12Q: 3 clusters Score -1694414 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -1694437.625000 Penalty: 3217.020752
	Iteration 13Q: 3 clusters Score -1694438 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -1694464.625000 Penalty: 3217.020752
	Iteration 14Q: 3 clusters Score -1694465 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -1694479.375000 Penalty: 3217.020752
	Iteration 15Q: 3 clusters Score -1694479 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -1694496.250000 Penalty: 3217.020752
	Iteration 16Q: 3 clusters Score -1694496 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -1694507.125000 Penalty: 3217.020752
	Iteration 17Q: 3 clusters Score -1694507 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -1694514.500000 Penalty: 3217.020752
	Iteration 18Q: 3 clusters Score -1694514 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -1694534.125000 Penalty: 3217.020752
	Iteration 19Q: 3 clusters Score -1694534 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -1694539.250000 Penalty: 3217.020752
	Iteration 20F: 3 clusters Score -1694539 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -1694545.000000 Penalty: 3217.020752
	Iteration 21Q: 3 clusters Score -1694545 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -1694547.125000 Penalty: 3217.020752
	Iteration 22Q: 3 clusters Score -1694547 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -1694547.750000 Penalty: 3217.020752
	Iteration 23Q: 3 clusters Score -1694548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -1694553.375000 Penalty: 3217.020752
	Iteration 24Q: 3 clusters Score -1694553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -1694556.500000 Penalty: 3217.020752
	Iteration 25Q: 3 clusters Score -1694556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -1694562.125000 Penalty: 3217.020752
	Iteration 26Q: 3 clusters Score -1694562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -1694560.000000 Penalty: 3217.020752
	Iteration 27Q: 3 clusters Score -1694560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -1694560.375000 Penalty: 3217.020752
	Iteration 28Q: 3 clusters Score -1694560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -1694557.625000 Penalty: 3217.020752
	Iteration 29Q: 3 clusters Score -1694558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -1694564.250000 Penalty: 3217.020752
	Iteration 30Q: 3 clusters Score -1694564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -1694566.750000 Penalty: 3217.020752
	Iteration 31Q: 3 clusters Score -1694567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -1694566.625000 Penalty: 3217.020752
	Iteration 32Q: 3 clusters Score -1694567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -1694568.000000 Penalty: 3217.020752
	Iteration 33Q: 3 clusters Score -1694568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -1694568.625000 Penalty: 3217.020752
	Iteration 34Q: 3 clusters Score -1694569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -1694573.250000 Penalty: 3217.020752
	Iteration 35Q: 3 clusters Score -1694573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -1694572.875000 Penalty: 3217.020752
	Iteration 36Q: 3 clusters Score -1694573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -1694571.000000 Penalty: 3217.020752
	Iteration 37Q: 3 clusters Score -1694571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -1694572.375000 Penalty: 3217.020752
	Iteration 38Q: 3 clusters Score -1694572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -1694572.250000 Penalty: 3217.020752
	Iteration 39Q: 3 clusters Score -1694572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -1694570.875000 Penalty: 3217.020752
	Iteration 40F: 3 clusters Score -1694571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 6841 members 
Mstep: Class 3 contains 42442 members 
Mstep: Class 4 contains 3991 members 
Mstep: Class 5 contains 20630 members 
Mstep: Class 6 contains 13801 members 
Mstep: Class 7 contains 14831 members 
Mstep: Class 8 contains 11055 members 
Mstep: Class 9 contains 5052 members 
Mstep: Class 10 contains 136545 members 
Mstep: Class 11 contains 18180 members 
Mstep: Class 12 contains 1480 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 3575 members 
Mstep: Class 15 contains 138221 members 
Mstep: Class 16 contains 97947 members 
Mstep: Class 17 contains 128535 members 
Mstep: Class 18 contains 23088 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 11949 members 
Mstep: Class 21 contains 22291 members 
Mstep: Class 22 contains 117194 members 
Mstep: Class 23 contains 12372 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 50578 members 
Mstep: Class 26 contains 2386 members 
Mstep: Class 27 contains 16214 members 
Entering Unmasked Estep 
Score: -84355672.000000 Penalty: 60428.800781
Splitting cluster 19 changes total score from -84312544.000000 to -84355672.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 20 (11949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Entering Unmasked Estep 
Score: -1006381.437500 Penalty: 1525.615479
	Iteration 0F: 2 clusters Score -1006381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -998109.375000 Penalty: 3051.230957
	Iteration 0F: 3 clusters Score -998109.4 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1002415.500000 Penalty: 3051.230957
	Iteration 1F: 3 clusters Score -1002416 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1004281.937500 Penalty: 3051.230957
	Iteration 2F: 3 clusters Score -1004282 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1006030.062500 Penalty: 3051.230957
	Iteration 3F: 3 clusters Score -1006030 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1007291.562500 Penalty: 3051.230957
	Iteration 4F: 3 clusters Score -1007292 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1008077.250000 Penalty: 3051.230957
	Iteration 5F: 3 clusters Score -1008077 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1008583.687500 Penalty: 3051.230957
	Iteration 6Q: 3 clusters Score -1008584 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1008882.500000 Penalty: 3051.230957
	Iteration 7Q: 3 clusters Score -1008882 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1009103.562500 Penalty: 3051.230957
	Iteration 8Q: 3 clusters Score -1009104 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1009264.687500 Penalty: 3051.230957
	Iteration 9Q: 3 clusters Score -1009265 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1009380.312500 Penalty: 3051.230957
	Iteration 10Q: 3 clusters Score -1009380 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1009484.875000 Penalty: 3051.230957
	Iteration 11Q: 3 clusters Score -1009485 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1009581.062500 Penalty: 3051.230957
	Iteration 12Q: 3 clusters Score -1009581 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1009641.812500 Penalty: 3051.230957
	Iteration 13Q: 3 clusters Score -1009642 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1009697.437500 Penalty: 3051.230957
	Iteration 14Q: 3 clusters Score -1009697 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1009757.250000 Penalty: 3051.230957
	Iteration 15Q: 3 clusters Score -1009757 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1009807.625000 Penalty: 3051.230957
	Iteration 16Q: 3 clusters Score -1009808 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1009852.250000 Penalty: 3051.230957
	Iteration 17Q: 3 clusters Score -1009852 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1009875.562500 Penalty: 3051.230957
	Iteration 18Q: 3 clusters Score -1009876 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1009896.375000 Penalty: 3051.230957
	Iteration 19Q: 3 clusters Score -1009896 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1009913.937500 Penalty: 3051.230957
	Iteration 20F: 3 clusters Score -1009914 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1009939.500000 Penalty: 3051.230957
	Iteration 21Q: 3 clusters Score -1009940 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1009953.062500 Penalty: 3051.230957
	Iteration 22Q: 3 clusters Score -1009953 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1009972.375000 Penalty: 3051.230957
	Iteration 23Q: 3 clusters Score -1009972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1009981.937500 Penalty: 3051.230957
	Iteration 24Q: 3 clusters Score -1009982 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1009995.000000 Penalty: 3051.230957
	Iteration 25Q: 3 clusters Score -1009995 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1010007.875000 Penalty: 3051.230957
	Iteration 26Q: 3 clusters Score -1010008 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1010019.687500 Penalty: 3051.230957
	Iteration 27Q: 3 clusters Score -1010020 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1010025.812500 Penalty: 3051.230957
	Iteration 28Q: 3 clusters Score -1010026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1010034.125000 Penalty: 3051.230957
	Iteration 29Q: 3 clusters Score -1010034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1010038.687500 Penalty: 3051.230957
	Iteration 30Q: 3 clusters Score -1010039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1010042.687500 Penalty: 3051.230957
	Iteration 31Q: 3 clusters Score -1010043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1010046.312500 Penalty: 3051.230957
	Iteration 32Q: 3 clusters Score -1010046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1010052.875000 Penalty: 3051.230957
	Iteration 33Q: 3 clusters Score -1010053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1010057.125000 Penalty: 3051.230957
	Iteration 34Q: 3 clusters Score -1010057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1010059.562500 Penalty: 3051.230957
	Iteration 35Q: 3 clusters Score -1010060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1010062.375000 Penalty: 3051.230957
	Iteration 36Q: 3 clusters Score -1010062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1010067.875000 Penalty: 3051.230957
	Iteration 37Q: 3 clusters Score -1010068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1010070.187500 Penalty: 3051.230957
	Iteration 38Q: 3 clusters Score -1010070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1010081.750000 Penalty: 3051.230957
	Iteration 39Q: 3 clusters Score -1010082 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1010091.062500 Penalty: 3051.230957
	Iteration 40F: 3 clusters Score -1010091 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1010095.437500 Penalty: 3051.230957
	Iteration 41Q: 3 clusters Score -1010095 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1010104.937500 Penalty: 3051.230957
	Iteration 42Q: 3 clusters Score -1010105 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1010112.625000 Penalty: 3051.230957
	Iteration 43Q: 3 clusters Score -1010113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1010113.687500 Penalty: 3051.230957
	Iteration 44Q: 3 clusters Score -1010114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1010119.125000 Penalty: 3051.230957
	Iteration 45Q: 3 clusters Score -1010119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1010120.187500 Penalty: 3051.230957
	Iteration 46Q: 3 clusters Score -1010120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1010121.812500 Penalty: 3051.230957
	Iteration 47Q: 3 clusters Score -1010122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1010123.000000 Penalty: 3051.230957
	Iteration 48Q: 3 clusters Score -1010123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1010124.000000 Penalty: 3051.230957
	Iteration 49Q: 3 clusters Score -1010124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1010122.875000 Penalty: 3051.230957
	Iteration 50Q: 3 clusters Score -1010123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1010122.500000 Penalty: 3051.230957
	Iteration 51Q: 3 clusters Score -1010122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1010127.562500 Penalty: 3051.230957
	Iteration 52Q: 3 clusters Score -1010128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1010125.187500 Penalty: 3051.230957
	Iteration 53Q: 3 clusters Score -1010125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1010129.812500 Penalty: 3051.230957
	Iteration 54Q: 3 clusters Score -1010130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1010133.375000 Penalty: 3051.230957
	Iteration 55Q: 3 clusters Score -1010133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1010136.062500 Penalty: 3051.230957
	Iteration 56Q: 3 clusters Score -1010136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1010139.437500 Penalty: 3051.230957
	Iteration 57Q: 3 clusters Score -1010139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1010141.812500 Penalty: 3051.230957
	Iteration 58Q: 3 clusters Score -1010142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1010146.125000 Penalty: 3051.230957
	Iteration 59Q: 3 clusters Score -1010146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1010147.562500 Penalty: 3051.230957
	Iteration 60F: 3 clusters Score -1010148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1010153.625000 Penalty: 3051.230957
	Iteration 61Q: 3 clusters Score -1010154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1010160.125000 Penalty: 3051.230957
	Iteration 62Q: 3 clusters Score -1010160 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1010173.812500 Penalty: 3051.230957
	Iteration 63Q: 3 clusters Score -1010174 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1010199.750000 Penalty: 3051.230957
	Iteration 64Q: 3 clusters Score -1010200 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1010244.125000 Penalty: 3051.230957
	Iteration 65Q: 3 clusters Score -1010244 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1010316.500000 Penalty: 3051.230957
	Iteration 66Q: 3 clusters Score -1010316 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1010417.750000 Penalty: 3051.230957
	Iteration 67Q: 3 clusters Score -1010418 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1010500.187500 Penalty: 3051.230957
	Iteration 68Q: 3 clusters Score -1010500 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1010525.062500 Penalty: 3051.230957
	Iteration 69Q: 3 clusters Score -1010525 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1010537.062500 Penalty: 3051.230957
	Iteration 70Q: 3 clusters Score -1010537 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1010543.125000 Penalty: 3051.230957
	Iteration 71Q: 3 clusters Score -1010543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1010545.187500 Penalty: 3051.230957
	Iteration 72Q: 3 clusters Score -1010545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1010547.812500 Penalty: 3051.230957
	Iteration 73Q: 3 clusters Score -1010548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1010549.812500 Penalty: 3051.230957
	Iteration 74Q: 3 clusters Score -1010550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1010551.937500 Penalty: 3051.230957
	Iteration 75Q: 3 clusters Score -1010552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1010553.812500 Penalty: 3051.230957
	Iteration 76Q: 3 clusters Score -1010554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1010551.437500 Penalty: 3051.230957
	Iteration 77Q: 3 clusters Score -1010551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1010552.375000 Penalty: 3051.230957
	Iteration 78Q: 3 clusters Score -1010552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1010555.750000 Penalty: 3051.230957
	Iteration 79Q: 3 clusters Score -1010556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1010556.625000 Penalty: 3051.230957
	Iteration 80F: 3 clusters Score -1010557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1010556.687500 Penalty: 3051.230957
	Iteration 81Q: 3 clusters Score -1010557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1010556.250000 Penalty: 3051.230957
	Iteration 82Q: 3 clusters Score -1010556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1010556.250000 Penalty: 3051.230957
	Iteration 83F: 3 clusters Score -1010556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 6841 members 
Mstep: Class 3 contains 42442 members 
Mstep: Class 4 contains 3991 members 
Mstep: Class 5 contains 20630 members 
Mstep: Class 6 contains 13801 members 
Mstep: Class 7 contains 14831 members 
Mstep: Class 8 contains 11055 members 
Mstep: Class 9 contains 5052 members 
Mstep: Class 10 contains 136545 members 
Mstep: Class 11 contains 18180 members 
Mstep: Class 12 contains 1480 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 3575 members 
Mstep: Class 15 contains 138221 members 
Mstep: Class 16 contains 97947 members 
Mstep: Class 17 contains 128535 members 
Mstep: Class 18 contains 23088 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 9050 members 
Mstep: Class 21 contains 22291 members 
Mstep: Class 22 contains 117194 members 
Mstep: Class 23 contains 12372 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 50578 members 
Mstep: Class 26 contains 2386 members 
Mstep: Class 27 contains 16214 members 
Mstep: Class 28 contains 2899 members 
Entering Unmasked Estep 
Score: -84359112.000000 Penalty: 62666.906250
Splitting cluster 20 changes total score from -84312544.000000 to -84359112.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 21 (22291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Entering Unmasked Estep 
Score: -1833341.125000 Penalty: 1626.939941
	Iteration 0F: 2 clusters Score -1833341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1818283.875000 Penalty: 3253.879883
	Iteration 0F: 3 clusters Score -1818284 nChanged 10099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1824077.625000 Penalty: 3253.879883
	Iteration 1F: 3 clusters Score -1824078 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1824911.500000 Penalty: 3253.879883
	Iteration 2F: 3 clusters Score -1824912 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1825913.000000 Penalty: 3253.879883
	Iteration 3F: 3 clusters Score -1825913 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1827195.000000 Penalty: 3253.879883
	Iteration 4F: 3 clusters Score -1827195 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1828618.000000 Penalty: 3253.879883
	Iteration 5F: 3 clusters Score -1828618 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1829749.750000 Penalty: 3253.879883
	Iteration 6F: 3 clusters Score -1829750 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1830521.000000 Penalty: 3253.879883
	Iteration 7F: 3 clusters Score -1830521 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1831024.500000 Penalty: 3253.879883
	Iteration 8Q: 3 clusters Score -1831024 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1831434.625000 Penalty: 3253.879883
	Iteration 9Q: 3 clusters Score -1831435 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1831784.625000 Penalty: 3253.879883
	Iteration 10Q: 3 clusters Score -1831785 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1832051.250000 Penalty: 3253.879883
	Iteration 11Q: 3 clusters Score -1832051 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1832252.500000 Penalty: 3253.879883
	Iteration 12Q: 3 clusters Score -1832252 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1832381.625000 Penalty: 3253.879883
	Iteration 13Q: 3 clusters Score -1832382 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1832482.125000 Penalty: 3253.879883
	Iteration 14Q: 3 clusters Score -1832482 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1832553.125000 Penalty: 3253.879883
	Iteration 15Q: 3 clusters Score -1832553 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1832609.500000 Penalty: 3253.879883
	Iteration 16Q: 3 clusters Score -1832610 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1832648.000000 Penalty: 3253.879883
	Iteration 17Q: 3 clusters Score -1832648 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1832682.625000 Penalty: 3253.879883
	Iteration 18Q: 3 clusters Score -1832683 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1832699.875000 Penalty: 3253.879883
	Iteration 19Q: 3 clusters Score -1832700 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1832718.000000 Penalty: 3253.879883
	Iteration 20F: 3 clusters Score -1832718 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1832733.375000 Penalty: 3253.879883
	Iteration 21Q: 3 clusters Score -1832733 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1832753.750000 Penalty: 3253.879883
	Iteration 22Q: 3 clusters Score -1832754 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1832770.625000 Penalty: 3253.879883
	Iteration 23Q: 3 clusters Score -1832771 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1832783.000000 Penalty: 3253.879883
	Iteration 24Q: 3 clusters Score -1832783 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1832802.875000 Penalty: 3253.879883
	Iteration 25Q: 3 clusters Score -1832803 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1832827.625000 Penalty: 3253.879883
	Iteration 26Q: 3 clusters Score -1832828 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1832843.625000 Penalty: 3253.879883
	Iteration 27Q: 3 clusters Score -1832844 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1832866.875000 Penalty: 3253.879883
	Iteration 28Q: 3 clusters Score -1832867 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1832882.375000 Penalty: 3253.879883
	Iteration 29Q: 3 clusters Score -1832882 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1832908.500000 Penalty: 3253.879883
	Iteration 30Q: 3 clusters Score -1832908 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1832939.375000 Penalty: 3253.879883
	Iteration 31Q: 3 clusters Score -1832939 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1832982.625000 Penalty: 3253.879883
	Iteration 32Q: 3 clusters Score -1832983 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1833013.250000 Penalty: 3253.879883
	Iteration 33Q: 3 clusters Score -1833013 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1833048.500000 Penalty: 3253.879883
	Iteration 34Q: 3 clusters Score -1833048 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1833070.125000 Penalty: 3253.879883
	Iteration 35Q: 3 clusters Score -1833070 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -1833116.750000 Penalty: 3253.879883
	Iteration 36Q: 3 clusters Score -1833117 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1833156.625000 Penalty: 3253.879883
	Iteration 37Q: 3 clusters Score -1833157 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1833194.000000 Penalty: 3253.879883
	Iteration 38Q: 3 clusters Score -1833194 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1833227.250000 Penalty: 3253.879883
	Iteration 39Q: 3 clusters Score -1833227 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -1833273.625000 Penalty: 3253.879883
	Iteration 40F: 3 clusters Score -1833274 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -1833311.875000 Penalty: 3253.879883
	Iteration 41Q: 3 clusters Score -1833312 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -1833331.250000 Penalty: 3253.879883
	Iteration 42Q: 3 clusters Score -1833331 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -1833353.750000 Penalty: 3253.879883
	Iteration 43Q: 3 clusters Score -1833354 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -1833374.500000 Penalty: 3253.879883
	Iteration 44Q: 3 clusters Score -1833374 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -1833393.000000 Penalty: 3253.879883
	Iteration 45Q: 3 clusters Score -1833393 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -1833402.250000 Penalty: 3253.879883
	Iteration 46Q: 3 clusters Score -1833402 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -1833407.250000 Penalty: 3253.879883
	Iteration 47Q: 3 clusters Score -1833407 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -1833430.125000 Penalty: 3253.879883
	Iteration 48Q: 3 clusters Score -1833430 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -1833433.625000 Penalty: 3253.879883
	Iteration 49Q: 3 clusters Score -1833434 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -1833457.375000 Penalty: 3253.879883
	Iteration 50Q: 3 clusters Score -1833457 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -1833477.125000 Penalty: 3253.879883
	Iteration 51Q: 3 clusters Score -1833477 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -1833484.875000 Penalty: 3253.879883
	Iteration 52Q: 3 clusters Score -1833485 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -1833489.500000 Penalty: 3253.879883
	Iteration 53Q: 3 clusters Score -1833490 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -1833502.750000 Penalty: 3253.879883
	Iteration 54Q: 3 clusters Score -1833503 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -1833511.750000 Penalty: 3253.879883
	Iteration 55Q: 3 clusters Score -1833512 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -1833513.750000 Penalty: 3253.879883
	Iteration 56Q: 3 clusters Score -1833514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -1833516.250000 Penalty: 3253.879883
	Iteration 57Q: 3 clusters Score -1833516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -1833515.500000 Penalty: 3253.879883
	Iteration 58Q: 3 clusters Score -1833516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -1833514.250000 Penalty: 3253.879883
	Iteration 59Q: 3 clusters Score -1833514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -1833519.125000 Penalty: 3253.879883
	Iteration 60F: 3 clusters Score -1833519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -1833520.500000 Penalty: 3253.879883
	Iteration 61Q: 3 clusters Score -1833520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -1833526.375000 Penalty: 3253.879883
	Iteration 62Q: 3 clusters Score -1833526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -1833533.375000 Penalty: 3253.879883
	Iteration 63Q: 3 clusters Score -1833533 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -1833536.125000 Penalty: 3253.879883
	Iteration 64Q: 3 clusters Score -1833536 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -1833551.000000 Penalty: 3253.879883
	Iteration 65Q: 3 clusters Score -1833551 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -1833561.125000 Penalty: 3253.879883
	Iteration 66Q: 3 clusters Score -1833561 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -1833583.750000 Penalty: 3253.879883
	Iteration 67Q: 3 clusters Score -1833584 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -1833598.875000 Penalty: 3253.879883
	Iteration 68Q: 3 clusters Score -1833599 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -1833628.250000 Penalty: 3253.879883
	Iteration 69Q: 3 clusters Score -1833628 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -1833647.250000 Penalty: 3253.879883
	Iteration 70Q: 3 clusters Score -1833647 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -1833668.750000 Penalty: 3253.879883
	Iteration 71Q: 3 clusters Score -1833669 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -1833699.750000 Penalty: 3253.879883
	Iteration 72Q: 3 clusters Score -1833700 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -1833721.375000 Penalty: 3253.879883
	Iteration 73Q: 3 clusters Score -1833721 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -1833743.250000 Penalty: 3253.879883
	Iteration 74Q: 3 clusters Score -1833743 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -1833766.000000 Penalty: 3253.879883
	Iteration 75Q: 3 clusters Score -1833766 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -1833773.000000 Penalty: 3253.879883
	Iteration 76Q: 3 clusters Score -1833773 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -1833791.000000 Penalty: 3253.879883
	Iteration 77Q: 3 clusters Score -1833791 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -1833800.000000 Penalty: 3253.879883
	Iteration 78Q: 3 clusters Score -1833800 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -1833800.625000 Penalty: 3253.879883
	Iteration 79Q: 3 clusters Score -1833801 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -1833809.000000 Penalty: 3253.879883
	Iteration 80F: 3 clusters Score -1833809 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -1833810.875000 Penalty: 3253.879883
	Iteration 81Q: 3 clusters Score -1833811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -1833819.000000 Penalty: 3253.879883
	Iteration 82Q: 3 clusters Score -1833819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -1833816.250000 Penalty: 3253.879883
	Iteration 83Q: 3 clusters Score -1833816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -1833818.375000 Penalty: 3253.879883
	Iteration 84Q: 3 clusters Score -1833818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -1833817.750000 Penalty: 3253.879883
	Iteration 85Q: 3 clusters Score -1833818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -1833817.500000 Penalty: 3253.879883
	Iteration 86Q: 3 clusters Score -1833818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -1833817.250000 Penalty: 3253.879883
	Iteration 87Q: 3 clusters Score -1833817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -1833819.250000 Penalty: 3253.879883
	Iteration 88Q: 3 clusters Score -1833819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -1833819.375000 Penalty: 3253.879883
	Iteration 89Q: 3 clusters Score -1833819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -1833819.375000 Penalty: 3253.879883
	Iteration 90F: 3 clusters Score -1833819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 6841 members 
Mstep: Class 3 contains 42442 members 
Mstep: Class 4 contains 3991 members 
Mstep: Class 5 contains 20630 members 
Mstep: Class 6 contains 13801 members 
Mstep: Class 7 contains 14831 members 
Mstep: Class 8 contains 11055 members 
Mstep: Class 9 contains 5052 members 
Mstep: Class 10 contains 136545 members 
Mstep: Class 11 contains 18180 members 
Mstep: Class 12 contains 1480 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 3575 members 
Mstep: Class 15 contains 138221 members 
Mstep: Class 16 contains 97947 members 
Mstep: Class 17 contains 128535 members 
Mstep: Class 18 contains 23088 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 9050 members 
Mstep: Class 21 contains 5052 members 
Mstep: Class 22 contains 117194 members 
Mstep: Class 23 contains 12372 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 50578 members 
Mstep: Class 26 contains 2386 members 
Mstep: Class 27 contains 16214 members 
Mstep: Class 28 contains 2899 members 
Mstep: Class 29 contains 17239 members 
Entering Unmasked Estep 
Score: -84358744.000000 Penalty: 64905.007812
Splitting cluster 21 changes total score from -84312544.000000 to -84358744.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 22 (117194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117194 members 
Entering Unmasked Estep 
Score: -10660139.000000 Penalty: 1896.632690
	Iteration 0F: 2 clusters Score -1.066014e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58453 members 
Mstep: Class 2 contains 58741 members 
Entering Unmasked Estep 
Score: -10581537.000000 Penalty: 3793.265381
	Iteration 0F: 3 clusters Score -1.058154e+07 nChanged 56056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58011 members 
Mstep: Class 2 contains 59183 members 
Entering Unmasked Estep 
Score: -10614770.000000 Penalty: 3793.265381
	Iteration 1F: 3 clusters Score -1.061477e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57767 members 
Mstep: Class 2 contains 59427 members 
Entering Unmasked Estep 
Score: -10616467.000000 Penalty: 3793.265381
	Iteration 2Q: 3 clusters Score -1.061647e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57693 members 
Mstep: Class 2 contains 59501 members 
Entering Unmasked Estep 
Score: -10618915.000000 Penalty: 3793.265381
	Iteration 3Q: 3 clusters Score -1.061892e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57749 members 
Mstep: Class 2 contains 59445 members 
Entering Unmasked Estep 
Score: -10622301.000000 Penalty: 3793.265381
	Iteration 4F: 3 clusters Score -1.06223e+07 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57781 members 
Mstep: Class 2 contains 59413 members 
Entering Unmasked Estep 
Score: -10626788.000000 Penalty: 3793.265381
	Iteration 5F: 3 clusters Score -1.062679e+07 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57283 members 
Mstep: Class 2 contains 59911 members 
Entering Unmasked Estep 
Score: -10632146.000000 Penalty: 3793.265381
	Iteration 6F: 3 clusters Score -1.063215e+07 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55982 members 
Mstep: Class 2 contains 61212 members 
Entering Unmasked Estep 
Score: -10638554.000000 Penalty: 3793.265381
	Iteration 7F: 3 clusters Score -1.063855e+07 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53882 members 
Mstep: Class 2 contains 63312 members 
Entering Unmasked Estep 
Score: -10647314.000000 Penalty: 3793.265381
	Iteration 8F: 3 clusters Score -1.064731e+07 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51645 members 
Mstep: Class 2 contains 65549 members 
Entering Unmasked Estep 
Score: -10658232.000000 Penalty: 3793.265381
	Iteration 9F: 3 clusters Score -1.065823e+07 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50183 members 
Mstep: Class 2 contains 67011 members 
Entering Unmasked Estep 
Score: -10668024.000000 Penalty: 3793.265381
	Iteration 10F: 3 clusters Score -1.066802e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50027 members 
Mstep: Class 2 contains 67167 members 
Entering Unmasked Estep 
Score: -10672469.000000 Penalty: 3793.265381
	Iteration 11Q: 3 clusters Score -1.067247e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50634 members 
Mstep: Class 2 contains 66560 members 
Entering Unmasked Estep 
Score: -10674574.000000 Penalty: 3793.265381
	Iteration 12Q: 3 clusters Score -1.067457e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51628 members 
Mstep: Class 2 contains 65566 members 
Entering Unmasked Estep 
Score: -10676086.000000 Penalty: 3793.265381
	Iteration 13Q: 3 clusters Score -1.067609e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52812 members 
Mstep: Class 2 contains 64382 members 
Entering Unmasked Estep 
Score: -10677629.000000 Penalty: 3793.265381
	Iteration 14Q: 3 clusters Score -1.067763e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53890 members 
Mstep: Class 2 contains 63304 members 
Entering Unmasked Estep 
Score: -10678553.000000 Penalty: 3793.265381
	Iteration 15Q: 3 clusters Score -1.067855e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54670 members 
Mstep: Class 2 contains 62524 members 
Entering Unmasked Estep 
Score: -10678978.000000 Penalty: 3793.265381
	Iteration 16Q: 3 clusters Score -1.067898e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55222 members 
Mstep: Class 2 contains 61972 members 
Entering Unmasked Estep 
Score: -10679084.000000 Penalty: 3793.265381
	Iteration 17Q: 3 clusters Score -1.067908e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55578 members 
Mstep: Class 2 contains 61616 members 
Entering Unmasked Estep 
Score: -10679142.000000 Penalty: 3793.265381
	Iteration 18Q: 3 clusters Score -1.067914e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55806 members 
Mstep: Class 2 contains 61388 members 
Entering Unmasked Estep 
Score: -10679169.000000 Penalty: 3793.265381
	Iteration 19Q: 3 clusters Score -1.067917e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55930 members 
Mstep: Class 2 contains 61264 members 
Entering Unmasked Estep 
Score: -10679168.000000 Penalty: 3793.265381
	Iteration 20F: 3 clusters Score -1.067917e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56010 members 
Mstep: Class 2 contains 61184 members 
Entering Unmasked Estep 
Score: -10679177.000000 Penalty: 3793.265381
	Iteration 21Q: 3 clusters Score -1.067918e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56058 members 
Mstep: Class 2 contains 61136 members 
Entering Unmasked Estep 
Score: -10679188.000000 Penalty: 3793.265381
	Iteration 22Q: 3 clusters Score -1.067919e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56087 members 
Mstep: Class 2 contains 61107 members 
Entering Unmasked Estep 
Score: -10679192.000000 Penalty: 3793.265381
	Iteration 23Q: 3 clusters Score -1.067919e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56110 members 
Mstep: Class 2 contains 61084 members 
Entering Unmasked Estep 
Score: -10679180.000000 Penalty: 3793.265381
	Iteration 24Q: 3 clusters Score -1.067918e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56127 members 
Mstep: Class 2 contains 61067 members 
Entering Unmasked Estep 
Score: -10679175.000000 Penalty: 3793.265381
	Iteration 25Q: 3 clusters Score -1.067918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56136 members 
Mstep: Class 2 contains 61058 members 
Entering Unmasked Estep 
Score: -10679165.000000 Penalty: 3793.265381
	Iteration 26Q: 3 clusters Score -1.067916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56140 members 
Mstep: Class 2 contains 61054 members 
Entering Unmasked Estep 
Score: -10679172.000000 Penalty: 3793.265381
	Iteration 27Q: 3 clusters Score -1.067917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56141 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
Score: -10679174.000000 Penalty: 3793.265381
	Iteration 28Q: 3 clusters Score -1.067917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56142 members 
Mstep: Class 2 contains 61052 members 
Entering Unmasked Estep 
Score: -10679175.000000 Penalty: 3793.265381
	Iteration 29Q: 3 clusters Score -1.067918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56144 members 
Mstep: Class 2 contains 61050 members 
Entering Unmasked Estep 
Score: -10679173.000000 Penalty: 3793.265381
	Iteration 30Q: 3 clusters Score -1.067917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56146 members 
Mstep: Class 2 contains 61048 members 
Entering Unmasked Estep 
Score: -10679177.000000 Penalty: 3793.265381
	Iteration 31Q: 3 clusters Score -1.067918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56146 members 
Mstep: Class 2 contains 61048 members 
Entering Unmasked Estep 
Score: -10679177.000000 Penalty: 3793.265381
	Iteration 32F: 3 clusters Score -1.067918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 6841 members 
Mstep: Class 3 contains 42442 members 
Mstep: Class 4 contains 3991 members 
Mstep: Class 5 contains 20630 members 
Mstep: Class 6 contains 13801 members 
Mstep: Class 7 contains 14831 members 
Mstep: Class 8 contains 11055 members 
Mstep: Class 9 contains 5052 members 
Mstep: Class 10 contains 136545 members 
Mstep: Class 11 contains 18180 members 
Mstep: Class 12 contains 1480 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 3575 members 
Mstep: Class 15 contains 138221 members 
Mstep: Class 16 contains 97947 members 
Mstep: Class 17 contains 128535 members 
Mstep: Class 18 contains 23088 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 9050 members 
Mstep: Class 21 contains 5052 members 
Mstep: Class 22 contains 56146 members 
Mstep: Class 23 contains 12372 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 50578 members 
Mstep: Class 26 contains 2386 members 
Mstep: Class 27 contains 16214 members 
Mstep: Class 28 contains 2899 members 
Mstep: Class 29 contains 17239 members 
Mstep: Class 30 contains 61048 members 
Entering Unmasked Estep 
Score: -84378336.000000 Penalty: 67143.117188
Splitting cluster 22 changes total score from -84312544.000000 to -84378336.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 23 (12372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Entering Unmasked Estep 
Score: -1022580.437500 Penalty: 1531.268555
	Iteration 0F: 2 clusters Score -1022580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1014008.187500 Penalty: 3062.537109
	Iteration 0F: 3 clusters Score -1014008 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1019600.687500 Penalty: 3062.537109
	Iteration 1F: 3 clusters Score -1019601 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1023314.187500 Penalty: 3062.537109
	Iteration 2F: 3 clusters Score -1023314 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1026767.750000 Penalty: 3062.537109
	Iteration 3F: 3 clusters Score -1026768 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1027964.500000 Penalty: 3062.537109
	Iteration 4F: 3 clusters Score -1027964 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1028341.687500 Penalty: 3062.537109
	Iteration 5Q: 3 clusters Score -1028342 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1028553.812500 Penalty: 3062.537109
	Iteration 6Q: 3 clusters Score -1028554 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1028704.437500 Penalty: 3062.537109
	Iteration 7Q: 3 clusters Score -1028704 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1028810.625000 Penalty: 3062.537109
	Iteration 8Q: 3 clusters Score -1028811 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1028897.562500 Penalty: 3062.537109
	Iteration 9Q: 3 clusters Score -1028898 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1028968.312500 Penalty: 3062.537109
	Iteration 10Q: 3 clusters Score -1028968 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1029005.875000 Penalty: 3062.537109
	Iteration 11Q: 3 clusters Score -1029006 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1029031.875000 Penalty: 3062.537109
	Iteration 12Q: 3 clusters Score -1029032 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1029058.812500 Penalty: 3062.537109
	Iteration 13Q: 3 clusters Score -1029059 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1029080.875000 Penalty: 3062.537109
	Iteration 14Q: 3 clusters Score -1029081 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1029106.187500 Penalty: 3062.537109
	Iteration 15Q: 3 clusters Score -1029106 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1029129.500000 Penalty: 3062.537109
	Iteration 16Q: 3 clusters Score -1029130 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1029144.625000 Penalty: 3062.537109
	Iteration 17Q: 3 clusters Score -1029145 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1029148.437500 Penalty: 3062.537109
	Iteration 18Q: 3 clusters Score -1029148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1029153.125000 Penalty: 3062.537109
	Iteration 19Q: 3 clusters Score -1029153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1029156.500000 Penalty: 3062.537109
	Iteration 20F: 3 clusters Score -1029156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1029158.437500 Penalty: 3062.537109
	Iteration 21Q: 3 clusters Score -1029158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1029158.375000 Penalty: 3062.537109
	Iteration 22Q: 3 clusters Score -1029158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1029157.000000 Penalty: 3062.537109
	Iteration 23Q: 3 clusters Score -1029157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1029158.062500 Penalty: 3062.537109
	Iteration 24Q: 3 clusters Score -1029158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1029158.437500 Penalty: 3062.537109
	Iteration 25Q: 3 clusters Score -1029158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1029158.437500 Penalty: 3062.537109
	Iteration 26F: 3 clusters Score -1029158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 6841 members 
Mstep: Class 3 contains 42442 members 
Mstep: Class 4 contains 3991 members 
Mstep: Class 5 contains 20630 members 
Mstep: Class 6 contains 13801 members 
Mstep: Class 7 contains 14831 members 
Mstep: Class 8 contains 11055 members 
Mstep: Class 9 contains 5052 members 
Mstep: Class 10 contains 136545 members 
Mstep: Class 11 contains 18180 members 
Mstep: Class 12 contains 1480 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 3575 members 
Mstep: Class 15 contains 138221 members 
Mstep: Class 16 contains 97947 members 
Mstep: Class 17 contains 128535 members 
Mstep: Class 18 contains 23088 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 9050 members 
Mstep: Class 21 contains 5052 members 
Mstep: Class 22 contains 56146 members 
Mstep: Class 23 contains 9137 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 50578 members 
Mstep: Class 26 contains 2386 members 
Mstep: Class 27 contains 16214 members 
Mstep: Class 28 contains 2899 members 
Mstep: Class 29 contains 17239 members 
Mstep: Class 30 contains 61048 members 
Mstep: Class 31 contains 3235 members 
Entering Unmasked Estep 
Score: -84384112.000000 Penalty: 69381.218750
Splitting cluster 23 changes total score from -84312544.000000 to -84384112.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 6841 members 
Mstep: Class 3 contains 42442 members 
Mstep: Class 4 contains 3991 members 
Mstep: Class 5 contains 20630 members 
Mstep: Class 6 contains 13801 members 
Mstep: Class 7 contains 14831 members 
Mstep: Class 8 contains 11055 members 
Mstep: Class 9 contains 5052 members 
Mstep: Class 10 contains 136545 members 
Mstep: Class 11 contains 18180 members 
Mstep: Class 12 contains 1480 members 
Mstep: Class 14 contains 3575 members 
Mstep: Class 15 contains 138221 members 
Mstep: Class 16 contains 97947 members 
Mstep: Class 17 contains 128535 members 
Mstep: Class 18 contains 23088 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 9050 members 
Mstep: Class 21 contains 5052 members 
Mstep: Class 22 contains 56146 members 
Mstep: Class 23 contains 9137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84400184.000000 Penalty: 69381.218750
Iteration 39Q: 32 clusters Score -8.440018e+07 nChanged 24276
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 7336 members 
Mstep: Class 3 contains 42396 members 
Mstep: Class 4 contains 3987 members 
Mstep: Class 5 contains 21520 members 
Mstep: Class 6 contains 14019 members 
Mstep: Class 7 contains 15136 members 
Mstep: Class 8 contains 11091 members 
Mstep: Class 9 contains 5051 members 
Mstep: Class 10 contains 136115 members 
Mstep: Class 11 contains 18183 members 
Mstep: Class 12 contains 1676 members 
Mstep: Class 13 contains 1264 members 
Mstep: Class 14 contains 3256 members 
Mstep: Class 15 contains 137170 members 
Mstep: Class 16 contains 97958 members 
Mstep: Class 17 contains 128405 members 
Mstep: Class 18 contains 22974 members 
Mstep: Class 19 contains 3851 members 
Mstep: Class 20 contains 9103 members 
Mstep: Class 21 contains 5235 members 
Mstep: Class 22 contains 59967 members 
Mstep: Class 23 contains 10074 members 
Mstep: Class 24 contains 2155 members 
Mstep: Class 25 contains 47661 members 
Mstep: Class 26 contains 2251 members 
Mstep: Class 27 contains 15738 members 
Mstep: Class 28 contains 2937 members 
Mstep: Class 29 contains 16845 members 
Mstep: Class 30 contains 60190 members 
Mstep: Class 31 contains 3021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84412360.000000 Penalty: 69381.218750
Iteration 40F: 32 clusters Score -8.441236e+07 nChanged 15909
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51736 members 
Mstep: Class 2 contains 7583 members 
Mstep: Class 3 contains 42315 members 
Mstep: Class 4 contains 3967 members 
Mstep: Class 5 contains 21133 members 
Mstep: Class 6 contains 13843 members 
Mstep: Class 7 contains 15181 members 
Mstep: Class 8 contains 11130 members 
Mstep: Class 9 contains 5052 members 
Mstep: Class 10 contains 135475 members 
Mstep: Class 11 contains 18092 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 1384 members 
Mstep: Class 14 contains 3068 members 
Mstep: Class 15 contains 135560 members 
Mstep: Class 16 contains 97655 members 
Mstep: Class 17 contains 128285 members 
Mstep: Class 18 contains 22751 members 
Mstep: Class 19 contains 3894 members 
Mstep: Class 20 contains 9014 members 
Mstep: Class 21 contains 5360 members 
Mstep: Class 22 contains 61487 members 
Mstep: Class 23 contains 10199 members 
Mstep: Class 24 contains 2456 members 
Mstep: Class 25 contains 47407 members 
Mstep: Class 26 contains 2467 members 
Mstep: Class 27 contains 16088 members 
Mstep: Class 28 contains 3058 members 
Mstep: Class 29 contains 17906 members 
Mstep: Class 30 contains 60112 members 
Mstep: Class 31 contains 2937 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 32 clusters Score -8.441602e+07 nChanged 9635
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51698 members 
Mstep: Class 2 contains 7786 members 
Mstep: Class 3 contains 42261 members 
Mstep: Class 4 contains 3952 members 
Mstep: Class 5 contains 20980 members 
Mstep: Class 6 contains 13675 members 
Mstep: Class 7 contains 15191 members 
Mstep: Class 8 contains 11165 members 
Mstep: Class 9 contains 5061 members 
Mstep: Class 10 contains 134976 members 
Mstep: Class 11 contains 18090 members 
Mstep: Class 12 contains 1768 members 
Mstep: Class 13 contains 1448 members 
Mstep: Class 14 contains 2951 members 
Mstep: Class 15 contains 134100 members 
Mstep: Class 16 contains 97489 members 
Mstep: Class 17 contains 128181 members 
Mstep: Class 18 contains 22582 members 
Mstep: Class 19 contains 3939 members 
Mstep: Class 20 contains 8957 members 
Mstep: Class 21 contains 5530 members 
Mstep: Class 22 contains 62661 members 
Mstep: Class 23 contains 10337 members 
Mstep: Class 24 contains 2700 members 
Mstep: Class 25 contains 47076 members 
Mstep: Class 26 contains 2557 members 
Mstep: Class 27 contains 16228 members 
Mstep: Class 28 contains 3151 members 
Mstep: Class 29 contains 18802 members 
Mstep: Class 30 contains 60148 members 
Mstep: Class 31 contains 2881 members 
Entering Unmasked Estep 
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Iteration 42Q: 32 clusters Score -8.441786e+07 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51651 members 
Mstep: Class 2 contains 7918 members 
Mstep: Class 3 contains 42210 members 
Mstep: Class 4 contains 3929 members 
Mstep: Class 5 contains 20902 members 
Mstep: Class 6 contains 13534 members 
Mstep: Class 7 contains 15179 members 
Mstep: Class 8 contains 11213 members 
Mstep: Class 9 contains 5074 members 
Mstep: Class 10 contains 134647 members 
Mstep: Class 11 contains 18123 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 1472 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 132806 members 
Mstep: Class 16 contains 97463 members 
Mstep: Class 17 contains 128076 members 
Mstep: Class 18 contains 22472 members 
Mstep: Class 19 contains 3977 members 
Mstep: Class 20 contains 8918 members 
Mstep: Class 21 contains 5648 members 
Mstep: Class 22 contains 63599 members 
Mstep: Class 23 contains 10426 members 
Mstep: Class 24 contains 2937 members 
Mstep: Class 25 contains 46773 members 
Mstep: Class 26 contains 2589 members 
Mstep: Class 27 contains 16283 members 
Mstep: Class 28 contains 3242 members 
Mstep: Class 29 contains 19566 members 
Mstep: Class 30 contains 60193 members 
Mstep: Class 31 contains 2819 members 
Entering Unmasked Estep 
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Iteration 43Q: 32 clusters Score -8.441945e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51615 members 
Mstep: Class 2 contains 8023 members 
Mstep: Class 3 contains 42170 members 
Mstep: Class 4 contains 3907 members 
Mstep: Class 5 contains 20855 members 
Mstep: Class 6 contains 13405 members 
Mstep: Class 7 contains 15156 members 
Mstep: Class 8 contains 11255 members 
Mstep: Class 9 contains 5080 members 
Mstep: Class 10 contains 134382 members 
Mstep: Class 11 contains 18150 members 
Mstep: Class 12 contains 1839 members 
Mstep: Class 13 contains 1491 members 
Mstep: Class 14 contains 2820 members 
Mstep: Class 15 contains 131667 members 
Mstep: Class 16 contains 97451 members 
Mstep: Class 17 contains 127997 members 
Mstep: Class 18 contains 22408 members 
Mstep: Class 19 contains 4016 members 
Mstep: Class 20 contains 8873 members 
Mstep: Class 21 contains 5750 members 
Mstep: Class 22 contains 64409 members 
Mstep: Class 23 contains 10442 members 
Mstep: Class 24 contains 3190 members 
Mstep: Class 25 contains 46487 members 
Mstep: Class 26 contains 2608 members 
Mstep: Class 27 contains 16327 members 
Mstep: Class 28 contains 3338 members 
Mstep: Class 29 contains 20220 members 
Mstep: Class 30 contains 60223 members 
Mstep: Class 31 contains 2767 members 
Entering Unmasked Estep 
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Iteration 44Q: 32 clusters Score -8.442059e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51597 members 
Mstep: Class 2 contains 8122 members 
Mstep: Class 3 contains 42132 members 
Mstep: Class 4 contains 3912 members 
Mstep: Class 5 contains 20833 members 
Mstep: Class 6 contains 13256 members 
Mstep: Class 7 contains 15132 members 
Mstep: Class 8 contains 11285 members 
Mstep: Class 9 contains 5094 members 
Mstep: Class 10 contains 134145 members 
Mstep: Class 11 contains 18163 members 
Mstep: Class 12 contains 1867 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 2781 members 
Mstep: Class 15 contains 130658 members 
Mstep: Class 16 contains 97471 members 
Mstep: Class 17 contains 127905 members 
Mstep: Class 18 contains 22372 members 
Mstep: Class 19 contains 4038 members 
Mstep: Class 20 contains 8824 members 
Mstep: Class 21 contains 5852 members 
Mstep: Class 22 contains 65074 members 
Mstep: Class 23 contains 10438 members 
Mstep: Class 24 contains 3430 members 
Mstep: Class 25 contains 46222 members 
Mstep: Class 26 contains 2614 members 
Mstep: Class 27 contains 16373 members 
Mstep: Class 28 contains 3450 members 
Mstep: Class 29 contains 20848 members 
Mstep: Class 30 contains 60251 members 
Mstep: Class 31 contains 2690 members 
Entering Unmasked Estep 
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Iteration 45Q: 32 clusters Score -8.442156e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51584 members 
Mstep: Class 2 contains 8185 members 
Mstep: Class 3 contains 42102 members 
Mstep: Class 4 contains 3919 members 
Mstep: Class 5 contains 20842 members 
Mstep: Class 6 contains 13099 members 
Mstep: Class 7 contains 15095 members 
Mstep: Class 8 contains 11314 members 
Mstep: Class 9 contains 5108 members 
Mstep: Class 10 contains 133927 members 
Mstep: Class 11 contains 18171 members 
Mstep: Class 12 contains 1894 members 
Mstep: Class 13 contains 1491 members 
Mstep: Class 14 contains 2757 members 
Mstep: Class 15 contains 129754 members 
Mstep: Class 16 contains 97482 members 
Mstep: Class 17 contains 127825 members 
Mstep: Class 18 contains 22339 members 
Mstep: Class 19 contains 4059 members 
Mstep: Class 20 contains 8780 members 
Mstep: Class 21 contains 5973 members 
Mstep: Class 22 contains 65701 members 
Mstep: Class 23 contains 10462 members 
Mstep: Class 24 contains 3662 members 
Mstep: Class 25 contains 45958 members 
Mstep: Class 26 contains 2619 members 
Mstep: Class 27 contains 16389 members 
Mstep: Class 28 contains 3517 members 
Mstep: Class 29 contains 21421 members 
Mstep: Class 30 contains 60245 members 
Mstep: Class 31 contains 2647 members 
Entering Unmasked Estep 
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Iteration 46Q: 32 clusters Score -8.442201e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51570 members 
Mstep: Class 2 contains 8235 members 
Mstep: Class 3 contains 42070 members 
Mstep: Class 4 contains 3943 members 
Mstep: Class 5 contains 20874 members 
Mstep: Class 6 contains 12922 members 
Mstep: Class 7 contains 15066 members 
Mstep: Class 8 contains 11337 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 133767 members 
Mstep: Class 11 contains 18187 members 
Mstep: Class 12 contains 1920 members 
Mstep: Class 13 contains 1487 members 
Mstep: Class 14 contains 2738 members 
Mstep: Class 15 contains 128973 members 
Mstep: Class 16 contains 97507 members 
Mstep: Class 17 contains 127770 members 
Mstep: Class 18 contains 22332 members 
Mstep: Class 19 contains 4073 members 
Mstep: Class 20 contains 8732 members 
Mstep: Class 21 contains 6074 members 
Mstep: Class 22 contains 66210 members 
Mstep: Class 23 contains 10459 members 
Mstep: Class 24 contains 3870 members 
Mstep: Class 25 contains 45726 members 
Mstep: Class 26 contains 2620 members 
Mstep: Class 27 contains 16407 members 
Mstep: Class 28 contains 3571 members 
Mstep: Class 29 contains 21914 members 
Mstep: Class 30 contains 60228 members 
Mstep: Class 31 contains 2625 members 
Entering Unmasked Estep 
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Iteration 47Q: 32 clusters Score -8.442231e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51563 members 
Mstep: Class 2 contains 8283 members 
Mstep: Class 3 contains 42042 members 
Mstep: Class 4 contains 3952 members 
Mstep: Class 5 contains 20925 members 
Mstep: Class 6 contains 12769 members 
Mstep: Class 7 contains 15035 members 
Mstep: Class 8 contains 11344 members 
Mstep: Class 9 contains 5128 members 
Mstep: Class 10 contains 133627 members 
Mstep: Class 11 contains 18195 members 
Mstep: Class 12 contains 1942 members 
Mstep: Class 13 contains 1489 members 
Mstep: Class 14 contains 2721 members 
Mstep: Class 15 contains 128294 members 
Mstep: Class 16 contains 97542 members 
Mstep: Class 17 contains 127732 members 
Mstep: Class 18 contains 22350 members 
Mstep: Class 19 contains 4080 members 
Mstep: Class 20 contains 8698 members 
Mstep: Class 21 contains 6159 members 
Mstep: Class 22 contains 66644 members 
Mstep: Class 23 contains 10463 members 
Mstep: Class 24 contains 4039 members 
Mstep: Class 25 contains 45452 members 
Mstep: Class 26 contains 2622 members 
Mstep: Class 27 contains 16426 members 
Mstep: Class 28 contains 3613 members 
Mstep: Class 29 contains 22368 members 
Mstep: Class 30 contains 60209 members 
Mstep: Class 31 contains 2615 members 
Entering Unmasked Estep 
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Iteration 48Q: 32 clusters Score -8.44227e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51561 members 
Mstep: Class 2 contains 8321 members 
Mstep: Class 3 contains 42011 members 
Mstep: Class 4 contains 3971 members 
Mstep: Class 5 contains 20982 members 
Mstep: Class 6 contains 12600 members 
Mstep: Class 7 contains 15007 members 
Mstep: Class 8 contains 11343 members 
Mstep: Class 9 contains 5138 members 
Mstep: Class 10 contains 133534 members 
Mstep: Class 11 contains 18195 members 
Mstep: Class 12 contains 1953 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 2706 members 
Mstep: Class 15 contains 127675 members 
Mstep: Class 16 contains 97512 members 
Mstep: Class 17 contains 127707 members 
Mstep: Class 18 contains 22412 members 
Mstep: Class 19 contains 4094 members 
Mstep: Class 20 contains 8671 members 
Mstep: Class 21 contains 6259 members 
Mstep: Class 22 contains 67016 members 
Mstep: Class 23 contains 10464 members 
Mstep: Class 24 contains 4175 members 
Mstep: Class 25 contains 45222 members 
Mstep: Class 26 contains 2620 members 
Mstep: Class 27 contains 16441 members 
Mstep: Class 28 contains 3653 members 
Mstep: Class 29 contains 22783 members 
Mstep: Class 30 contains 60197 members 
Mstep: Class 31 contains 2605 members 
Entering Unmasked Estep 
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Iteration 49Q: 32 clusters Score -8.44229e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51556 members 
Mstep: Class 2 contains 8351 members 
Mstep: Class 3 contains 41984 members 
Mstep: Class 4 contains 3990 members 
Mstep: Class 5 contains 21057 members 
Mstep: Class 6 contains 12469 members 
Mstep: Class 7 contains 14990 members 
Mstep: Class 8 contains 11337 members 
Mstep: Class 9 contains 5152 members 
Mstep: Class 10 contains 133436 members 
Mstep: Class 11 contains 18199 members 
Mstep: Class 12 contains 1966 members 
Mstep: Class 13 contains 1494 members 
Mstep: Class 14 contains 2683 members 
Mstep: Class 15 contains 127118 members 
Mstep: Class 16 contains 97518 members 
Mstep: Class 17 contains 127679 members 
Mstep: Class 18 contains 22497 members 
Mstep: Class 19 contains 4100 members 
Mstep: Class 20 contains 8629 members 
Mstep: Class 21 contains 6365 members 
Mstep: Class 22 contains 67333 members 
Mstep: Class 23 contains 10457 members 
Mstep: Class 24 contains 4303 members 
Mstep: Class 25 contains 44984 members 
Mstep: Class 26 contains 2614 members 
Mstep: Class 27 contains 16451 members 
Mstep: Class 28 contains 3720 members 
Mstep: Class 29 contains 23096 members 
Mstep: Class 30 contains 60201 members 
Mstep: Class 31 contains 2592 members 
Entering Unmasked Estep 
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Iteration 50Q: 32 clusters Score -8.442309e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51548 members 
Mstep: Class 2 contains 8385 members 
Mstep: Class 3 contains 41956 members 
Mstep: Class 4 contains 4014 members 
Mstep: Class 5 contains 21153 members 
Mstep: Class 6 contains 12341 members 
Mstep: Class 7 contains 14968 members 
Mstep: Class 8 contains 11321 members 
Mstep: Class 9 contains 5166 members 
Mstep: Class 10 contains 133329 members 
Mstep: Class 11 contains 18207 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 13 contains 1498 members 
Mstep: Class 14 contains 2683 members 
Mstep: Class 15 contains 126646 members 
Mstep: Class 16 contains 97500 members 
Mstep: Class 17 contains 127661 members 
Mstep: Class 18 contains 22602 members 
Mstep: Class 19 contains 4107 members 
Mstep: Class 20 contains 8568 members 
Mstep: Class 21 contains 6448 members 
Mstep: Class 22 contains 67587 members 
Mstep: Class 23 contains 10433 members 
Mstep: Class 24 contains 4425 members 
Mstep: Class 25 contains 44763 members 
Mstep: Class 26 contains 2612 members 
Mstep: Class 27 contains 16453 members 
Mstep: Class 28 contains 3796 members 
Mstep: Class 29 contains 23383 members 
Mstep: Class 30 contains 60205 members 
Mstep: Class 31 contains 2589 members 
Entering Unmasked Estep 
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Iteration 51Q: 32 clusters Score -8.442344e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51543 members 
Mstep: Class 2 contains 8417 members 
Mstep: Class 3 contains 41936 members 
Mstep: Class 4 contains 4033 members 
Mstep: Class 5 contains 21227 members 
Mstep: Class 6 contains 12238 members 
Mstep: Class 7 contains 14954 members 
Mstep: Class 8 contains 11304 members 
Mstep: Class 9 contains 5175 members 
Mstep: Class 10 contains 133241 members 
Mstep: Class 11 contains 18210 members 
Mstep: Class 12 contains 1973 members 
Mstep: Class 13 contains 1498 members 
Mstep: Class 14 contains 2674 members 
Mstep: Class 15 contains 126197 members 
Mstep: Class 16 contains 97495 members 
Mstep: Class 17 contains 127636 members 
Mstep: Class 18 contains 22772 members 
Mstep: Class 19 contains 4109 members 
Mstep: Class 20 contains 8493 members 
Mstep: Class 21 contains 6522 members 
Mstep: Class 22 contains 67805 members 
Mstep: Class 23 contains 10426 members 
Mstep: Class 24 contains 4517 members 
Mstep: Class 25 contains 44555 members 
Mstep: Class 26 contains 2614 members 
Mstep: Class 27 contains 16452 members 
Mstep: Class 28 contains 3878 members 
Mstep: Class 29 contains 23630 members 
Mstep: Class 30 contains 60208 members 
Mstep: Class 31 contains 2589 members 
Entering Unmasked Estep 
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Iteration 52Q: 32 clusters Score -8.442367e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51540 members 
Mstep: Class 2 contains 8443 members 
Mstep: Class 3 contains 41927 members 
Mstep: Class 4 contains 4048 members 
Mstep: Class 5 contains 21272 members 
Mstep: Class 6 contains 12123 members 
Mstep: Class 7 contains 14944 members 
Mstep: Class 8 contains 11284 members 
Mstep: Class 9 contains 5187 members 
Mstep: Class 10 contains 133153 members 
Mstep: Class 11 contains 18212 members 
Mstep: Class 12 contains 1978 members 
Mstep: Class 13 contains 1497 members 
Mstep: Class 14 contains 2663 members 
Mstep: Class 15 contains 125808 members 
Mstep: Class 16 contains 97457 members 
Mstep: Class 17 contains 127611 members 
Mstep: Class 18 contains 22969 members 
Mstep: Class 19 contains 4116 members 
Mstep: Class 20 contains 8395 members 
Mstep: Class 21 contains 6595 members 
Mstep: Class 22 contains 67986 members 
Mstep: Class 23 contains 10413 members 
Mstep: Class 24 contains 4616 members 
Mstep: Class 25 contains 44375 members 
Mstep: Class 26 contains 2617 members 
Mstep: Class 27 contains 16453 members 
Mstep: Class 28 contains 3983 members 
Mstep: Class 29 contains 23856 members 
Mstep: Class 30 contains 60210 members 
Mstep: Class 31 contains 2590 members 
Entering Unmasked Estep 
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Iteration 53Q: 32 clusters Score -8.442406e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51538 members 
Mstep: Class 2 contains 8465 members 
Mstep: Class 3 contains 41907 members 
Mstep: Class 4 contains 4082 members 
Mstep: Class 5 contains 21310 members 
Mstep: Class 6 contains 12029 members 
Mstep: Class 7 contains 14930 members 
Mstep: Class 8 contains 11255 members 
Mstep: Class 9 contains 5189 members 
Mstep: Class 10 contains 133088 members 
Mstep: Class 11 contains 18215 members 
Mstep: Class 12 contains 1978 members 
Mstep: Class 13 contains 1497 members 
Mstep: Class 14 contains 2664 members 
Mstep: Class 15 contains 125436 members 
Mstep: Class 16 contains 97346 members 
Mstep: Class 17 contains 127588 members 
Mstep: Class 18 contains 23211 members 
Mstep: Class 19 contains 4126 members 
Mstep: Class 20 contains 8284 members 
Mstep: Class 21 contains 6643 members 
Mstep: Class 22 contains 68138 members 
Mstep: Class 23 contains 10387 members 
Mstep: Class 24 contains 4715 members 
Mstep: Class 25 contains 44234 members 
Mstep: Class 26 contains 2613 members 
Mstep: Class 27 contains 16453 members 
Mstep: Class 28 contains 4137 members 
Mstep: Class 29 contains 24050 members 
Mstep: Class 30 contains 60215 members 
Mstep: Class 31 contains 2598 members 
Entering Unmasked Estep 
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Iteration 54Q: 32 clusters Score -8.442466e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51536 members 
Mstep: Class 2 contains 8473 members 
Mstep: Class 3 contains 41898 members 
Mstep: Class 4 contains 4131 members 
Mstep: Class 5 contains 21325 members 
Mstep: Class 6 contains 11940 members 
Mstep: Class 7 contains 14920 members 
Mstep: Class 8 contains 11234 members 
Mstep: Class 9 contains 5196 members 
Mstep: Class 10 contains 133019 members 
Mstep: Class 11 contains 18216 members 
Mstep: Class 12 contains 1978 members 
Mstep: Class 13 contains 1497 members 
Mstep: Class 14 contains 2676 members 
Mstep: Class 15 contains 125083 members 
Mstep: Class 16 contains 97196 members 
Mstep: Class 17 contains 127546 members 
Mstep: Class 18 contains 23520 members 
Mstep: Class 19 contains 4131 members 
Mstep: Class 20 contains 8145 members 
Mstep: Class 21 contains 6693 members 
Mstep: Class 22 contains 68251 members 
Mstep: Class 23 contains 10366 members 
Mstep: Class 24 contains 4803 members 
Mstep: Class 25 contains 44110 members 
Mstep: Class 26 contains 2602 members 
Mstep: Class 27 contains 16463 members 
Mstep: Class 28 contains 4327 members 
Mstep: Class 29 contains 24207 members 
Mstep: Class 30 contains 60234 members 
Mstep: Class 31 contains 2605 members 
Entering Unmasked Estep 
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Iteration 55Q: 32 clusters Score -8.442495e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51535 members 
Mstep: Class 2 contains 8483 members 
Mstep: Class 3 contains 41886 members 
Mstep: Class 4 contains 4172 members 
Mstep: Class 5 contains 21354 members 
Mstep: Class 6 contains 11851 members 
Mstep: Class 7 contains 14917 members 
Mstep: Class 8 contains 11209 members 
Mstep: Class 9 contains 5207 members 
Mstep: Class 10 contains 132951 members 
Mstep: Class 11 contains 18216 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 1497 members 
Mstep: Class 14 contains 2688 members 
Mstep: Class 15 contains 124749 members 
Mstep: Class 16 contains 96986 members 
Mstep: Class 17 contains 127461 members 
Mstep: Class 18 contains 23906 members 
Mstep: Class 19 contains 4137 members 
Mstep: Class 20 contains 8002 members 
Mstep: Class 21 contains 6739 members 
Mstep: Class 22 contains 68352 members 
Mstep: Class 23 contains 10367 members 
Mstep: Class 24 contains 4885 members 
Mstep: Class 25 contains 43993 members 
Mstep: Class 26 contains 2595 members 
Mstep: Class 27 contains 16462 members 
Mstep: Class 28 contains 4521 members 
Mstep: Class 29 contains 24364 members 
Mstep: Class 30 contains 60247 members 
Mstep: Class 31 contains 2609 members 
Entering Unmasked Estep 
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Iteration 56Q: 32 clusters Score -8.442538e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51534 members 
Mstep: Class 2 contains 8482 members 
Mstep: Class 3 contains 41860 members 
Mstep: Class 4 contains 4211 members 
Mstep: Class 5 contains 21380 members 
Mstep: Class 6 contains 11760 members 
Mstep: Class 7 contains 14909 members 
Mstep: Class 8 contains 11189 members 
Mstep: Class 9 contains 5216 members 
Mstep: Class 10 contains 132876 members 
Mstep: Class 11 contains 18217 members 
Mstep: Class 12 contains 1988 members 
Mstep: Class 13 contains 1497 members 
Mstep: Class 14 contains 2696 members 
Mstep: Class 15 contains 124408 members 
Mstep: Class 16 contains 96751 members 
Mstep: Class 17 contains 127382 members 
Mstep: Class 18 contains 24378 members 
Mstep: Class 19 contains 4136 members 
Mstep: Class 20 contains 7892 members 
Mstep: Class 21 contains 6785 members 
Mstep: Class 22 contains 68446 members 
Mstep: Class 23 contains 10362 members 
Mstep: Class 24 contains 4975 members 
Mstep: Class 25 contains 43884 members 
Mstep: Class 26 contains 2581 members 
Mstep: Class 27 contains 16466 members 
Mstep: Class 28 contains 4685 members 
Mstep: Class 29 contains 24506 members 
Mstep: Class 30 contains 60259 members 
Mstep: Class 31 contains 2610 members 
Entering Unmasked Estep 
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Iteration 57Q: 32 clusters Score -8.442594e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51533 members 
Mstep: Class 2 contains 8491 members 
Mstep: Class 3 contains 41851 members 
Mstep: Class 4 contains 4259 members 
Mstep: Class 5 contains 21422 members 
Mstep: Class 6 contains 11677 members 
Mstep: Class 7 contains 14902 members 
Mstep: Class 8 contains 11160 members 
Mstep: Class 9 contains 5222 members 
Mstep: Class 10 contains 132791 members 
Mstep: Class 11 contains 18216 members 
Mstep: Class 12 contains 1993 members 
Mstep: Class 13 contains 1497 members 
Mstep: Class 14 contains 2706 members 
Mstep: Class 15 contains 124101 members 
Mstep: Class 16 contains 96456 members 
Mstep: Class 17 contains 127276 members 
Mstep: Class 18 contains 24904 members 
Mstep: Class 19 contains 4139 members 
Mstep: Class 20 contains 7788 members 
Mstep: Class 21 contains 6821 members 
Mstep: Class 22 contains 68535 members 
Mstep: Class 23 contains 10347 members 
Mstep: Class 24 contains 5067 members 
Mstep: Class 25 contains 43780 members 
Mstep: Class 26 contains 2581 members 
Mstep: Class 27 contains 16462 members 
Mstep: Class 28 contains 4819 members 
Mstep: Class 29 contains 24647 members 
Mstep: Class 30 contains 60267 members 
Mstep: Class 31 contains 2611 members 
Entering Unmasked Estep 
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Iteration 58Q: 32 clusters Score -8.442624e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51527 members 
Mstep: Class 2 contains 8492 members 
Mstep: Class 3 contains 41830 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 21448 members 
Mstep: Class 6 contains 11605 members 
Mstep: Class 7 contains 14900 members 
Mstep: Class 8 contains 11140 members 
Mstep: Class 9 contains 5227 members 
Mstep: Class 10 contains 132709 members 
Mstep: Class 11 contains 18221 members 
Mstep: Class 12 contains 2000 members 
Mstep: Class 13 contains 1497 members 
Mstep: Class 14 contains 2708 members 
Mstep: Class 15 contains 123787 members 
Mstep: Class 16 contains 96164 members 
Mstep: Class 17 contains 127177 members 
Mstep: Class 18 contains 25481 members 
Mstep: Class 19 contains 4146 members 
Mstep: Class 20 contains 7723 members 
Mstep: Class 21 contains 6853 members 
Mstep: Class 22 contains 68603 members 
Mstep: Class 23 contains 10338 members 
Mstep: Class 24 contains 5128 members 
Mstep: Class 25 contains 43707 members 
Mstep: Class 26 contains 2583 members 
Mstep: Class 27 contains 16457 members 
Mstep: Class 28 contains 4913 members 
Mstep: Class 29 contains 24761 members 
Mstep: Class 30 contains 60270 members 
Mstep: Class 31 contains 2611 members 
Entering Unmasked Estep 
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Iteration 59Q: 32 clusters Score -8.442649e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51522 members 
Mstep: Class 2 contains 8490 members 
Mstep: Class 3 contains 41802 members 
Mstep: Class 4 contains 4387 members 
Mstep: Class 5 contains 21473 members 
Mstep: Class 6 contains 11530 members 
Mstep: Class 7 contains 14895 members 
Mstep: Class 8 contains 11117 members 
Mstep: Class 9 contains 5234 members 
Mstep: Class 10 contains 132595 members 
Mstep: Class 11 contains 18226 members 
Mstep: Class 12 contains 2003 members 
Mstep: Class 13 contains 1495 members 
Mstep: Class 14 contains 2705 members 
Mstep: Class 15 contains 123483 members 
Mstep: Class 16 contains 95880 members 
Mstep: Class 17 contains 127096 members 
Mstep: Class 18 contains 26068 members 
Mstep: Class 19 contains 4148 members 
Mstep: Class 20 contains 7694 members 
Mstep: Class 21 contains 6900 members 
Mstep: Class 22 contains 68671 members 
Mstep: Class 23 contains 10331 members 
Mstep: Class 24 contains 5186 members 
Mstep: Class 25 contains 43642 members 
Mstep: Class 26 contains 2577 members 
Mstep: Class 27 contains 16454 members 
Mstep: Class 28 contains 4977 members 
Mstep: Class 29 contains 24857 members 
Mstep: Class 30 contains 60272 members 
Mstep: Class 31 contains 2611 members 
Entering Unmasked Estep 
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Iteration 60F: 32 clusters Score -8.442733e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51518 members 
Mstep: Class 2 contains 8483 members 
Mstep: Class 3 contains 41769 members 
Mstep: Class 4 contains 4456 members 
Mstep: Class 5 contains 21486 members 
Mstep: Class 6 contains 11456 members 
Mstep: Class 7 contains 14886 members 
Mstep: Class 8 contains 11109 members 
Mstep: Class 9 contains 5239 members 
Mstep: Class 10 contains 132464 members 
Mstep: Class 11 contains 18229 members 
Mstep: Class 12 contains 1998 members 
Mstep: Class 13 contains 1495 members 
Mstep: Class 14 contains 2687 members 
Mstep: Class 15 contains 123205 members 
Mstep: Class 16 contains 95553 members 
Mstep: Class 17 contains 126993 members 
Mstep: Class 18 contains 26625 members 
Mstep: Class 19 contains 4150 members 
Mstep: Class 20 contains 7657 members 
Mstep: Class 21 contains 6961 members 
Mstep: Class 22 contains 68753 members 
Mstep: Class 23 contains 10296 members 
Mstep: Class 24 contains 5348 members 
Mstep: Class 25 contains 43582 members 
Mstep: Class 26 contains 2575 members 
Mstep: Class 27 contains 16433 members 
Mstep: Class 28 contains 5104 members 
Mstep: Class 29 contains 24931 members 
Mstep: Class 30 contains 60279 members 
Mstep: Class 31 contains 2601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84427432.000000 Penalty: 69381.218750
Iteration 61Q: 32 clusters Score -8.442743e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51515 members 
Mstep: Class 2 contains 8492 members 
Mstep: Class 3 contains 41735 members 
Mstep: Class 4 contains 4528 members 
Mstep: Class 5 contains 21491 members 
Mstep: Class 6 contains 11381 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 11111 members 
Mstep: Class 9 contains 5246 members 
Mstep: Class 10 contains 132308 members 
Mstep: Class 11 contains 18235 members 
Mstep: Class 12 contains 2007 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 2670 members 
Mstep: Class 15 contains 122916 members 
Mstep: Class 16 contains 95202 members 
Mstep: Class 17 contains 126883 members 
Mstep: Class 18 contains 27195 members 
Mstep: Class 19 contains 4151 members 
Mstep: Class 20 contains 7634 members 
Mstep: Class 21 contains 7022 members 
Mstep: Class 22 contains 68858 members 
Mstep: Class 23 contains 10273 members 
Mstep: Class 24 contains 5485 members 
Mstep: Class 25 contains 43534 members 
Mstep: Class 26 contains 2568 members 
Mstep: Class 27 contains 16421 members 
Mstep: Class 28 contains 5192 members 
Mstep: Class 29 contains 25009 members 
Mstep: Class 30 contains 60280 members 
Mstep: Class 31 contains 2599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84427688.000000 Penalty: 69381.218750
Iteration 62Q: 32 clusters Score -8.442769e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51511 members 
Mstep: Class 2 contains 8488 members 
Mstep: Class 3 contains 41711 members 
Mstep: Class 4 contains 4603 members 
Mstep: Class 5 contains 21509 members 
Mstep: Class 6 contains 11309 members 
Mstep: Class 7 contains 14885 members 
Mstep: Class 8 contains 11101 members 
Mstep: Class 9 contains 5256 members 
Mstep: Class 10 contains 132141 members 
Mstep: Class 11 contains 18238 members 
Mstep: Class 12 contains 2013 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 2658 members 
Mstep: Class 15 contains 122683 members 
Mstep: Class 16 contains 94886 members 
Mstep: Class 17 contains 126768 members 
Mstep: Class 18 contains 27781 members 
Mstep: Class 19 contains 4152 members 
Mstep: Class 20 contains 7606 members 
Mstep: Class 21 contains 7074 members 
Mstep: Class 22 contains 68948 members 
Mstep: Class 23 contains 10259 members 
Mstep: Class 24 contains 5583 members 
Mstep: Class 25 contains 43478 members 
Mstep: Class 26 contains 2570 members 
Mstep: Class 27 contains 16412 members 
Mstep: Class 28 contains 5256 members 
Mstep: Class 29 contains 25074 members 
Mstep: Class 30 contains 60274 members 
Mstep: Class 31 contains 2601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84428008.000000 Penalty: 69381.218750
Iteration 63Q: 32 clusters Score -8.442801e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51505 members 
Mstep: Class 2 contains 8491 members 
Mstep: Class 3 contains 41689 members 
Mstep: Class 4 contains 4686 members 
Mstep: Class 5 contains 21525 members 
Mstep: Class 6 contains 11224 members 
Mstep: Class 7 contains 14884 members 
Mstep: Class 8 contains 11094 members 
Mstep: Class 9 contains 5265 members 
Mstep: Class 10 contains 131958 members 
Mstep: Class 11 contains 18242 members 
Mstep: Class 12 contains 2027 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 2648 members 
Mstep: Class 15 contains 122419 members 
Mstep: Class 16 contains 94609 members 
Mstep: Class 17 contains 126648 members 
Mstep: Class 18 contains 28371 members 
Mstep: Class 19 contains 4154 members 
Mstep: Class 20 contains 7607 members 
Mstep: Class 21 contains 7133 members 
Mstep: Class 22 contains 69016 members 
Mstep: Class 23 contains 10248 members 
Mstep: Class 24 contains 5661 members 
Mstep: Class 25 contains 43425 members 
Mstep: Class 26 contains 2562 members 
Mstep: Class 27 contains 16403 members 
Mstep: Class 28 contains 5310 members 
Mstep: Class 29 contains 25154 members 
Mstep: Class 30 contains 60268 members 
Mstep: Class 31 contains 2602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84428152.000000 Penalty: 69381.218750
Iteration 64Q: 32 clusters Score -8.442815e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51496 members 
Mstep: Class 2 contains 8496 members 
Mstep: Class 3 contains 41673 members 
Mstep: Class 4 contains 4759 members 
Mstep: Class 5 contains 21565 members 
Mstep: Class 6 contains 11157 members 
Mstep: Class 7 contains 14878 members 
Mstep: Class 8 contains 11075 members 
Mstep: Class 9 contains 5267 members 
Mstep: Class 10 contains 131748 members 
Mstep: Class 11 contains 18251 members 
Mstep: Class 12 contains 2043 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 2652 members 
Mstep: Class 15 contains 122166 members 
Mstep: Class 16 contains 94316 members 
Mstep: Class 17 contains 126543 members 
Mstep: Class 18 contains 28978 members 
Mstep: Class 19 contains 4157 members 
Mstep: Class 20 contains 7615 members 
Mstep: Class 21 contains 7188 members 
Mstep: Class 22 contains 69088 members 
Mstep: Class 23 contains 10226 members 
Mstep: Class 24 contains 5707 members 
Mstep: Class 25 contains 43373 members 
Mstep: Class 26 contains 2550 members 
Mstep: Class 27 contains 16389 members 
Mstep: Class 28 contains 5360 members 
Mstep: Class 29 contains 25241 members 
Mstep: Class 30 contains 60268 members 
Mstep: Class 31 contains 2603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84428512.000000 Penalty: 69381.218750
Iteration 65Q: 32 clusters Score -8.442851e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51492 members 
Mstep: Class 2 contains 8502 members 
Mstep: Class 3 contains 41653 members 
Mstep: Class 4 contains 4826 members 
Mstep: Class 5 contains 21593 members 
Mstep: Class 6 contains 11089 members 
Mstep: Class 7 contains 14876 members 
Mstep: Class 8 contains 11065 members 
Mstep: Class 9 contains 5268 members 
Mstep: Class 10 contains 131571 members 
Mstep: Class 11 contains 18254 members 
Mstep: Class 12 contains 2067 members 
Mstep: Class 13 contains 1494 members 
Mstep: Class 14 contains 2649 members 
Mstep: Class 15 contains 121934 members 
Mstep: Class 16 contains 94045 members 
Mstep: Class 17 contains 126449 members 
Mstep: Class 18 contains 29512 members 
Mstep: Class 19 contains 4156 members 
Mstep: Class 20 contains 7636 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 69155 members 
Mstep: Class 23 contains 10208 members 
Mstep: Class 24 contains 5756 members 
Mstep: Class 25 contains 43332 members 
Mstep: Class 26 contains 2544 members 
Mstep: Class 27 contains 16377 members 
Mstep: Class 28 contains 5397 members 
Mstep: Class 29 contains 25299 members 
Mstep: Class 30 contains 60267 members 
Mstep: Class 31 contains 2604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84428584.000000 Penalty: 69381.218750
Iteration 66Q: 32 clusters Score -8.442858e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51488 members 
Mstep: Class 2 contains 8497 members 
Mstep: Class 3 contains 41628 members 
Mstep: Class 4 contains 4906 members 
Mstep: Class 5 contains 21623 members 
Mstep: Class 6 contains 11022 members 
Mstep: Class 7 contains 14874 members 
Mstep: Class 8 contains 11056 members 
Mstep: Class 9 contains 5275 members 
Mstep: Class 10 contains 131421 members 
Mstep: Class 11 contains 18259 members 
Mstep: Class 12 contains 2076 members 
Mstep: Class 13 contains 1494 members 
Mstep: Class 14 contains 2646 members 
Mstep: Class 15 contains 121722 members 
Mstep: Class 16 contains 93768 members 
Mstep: Class 17 contains 126359 members 
Mstep: Class 18 contains 30012 members 
Mstep: Class 19 contains 4155 members 
Mstep: Class 20 contains 7672 members 
Mstep: Class 21 contains 7324 members 
Mstep: Class 22 contains 69215 members 
Mstep: Class 23 contains 10190 members 
Mstep: Class 24 contains 5794 members 
Mstep: Class 25 contains 43299 members 
Mstep: Class 26 contains 2535 members 
Mstep: Class 27 contains 16356 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 25359 members 
Mstep: Class 30 contains 60259 members 
Mstep: Class 31 contains 2607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84428728.000000 Penalty: 69381.218750
Iteration 67Q: 32 clusters Score -8.442873e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51485 members 
Mstep: Class 2 contains 8495 members 
Mstep: Class 3 contains 41607 members 
Mstep: Class 4 contains 4974 members 
Mstep: Class 5 contains 21659 members 
Mstep: Class 6 contains 10972 members 
Mstep: Class 7 contains 14866 members 
Mstep: Class 8 contains 11042 members 
Mstep: Class 9 contains 5281 members 
Mstep: Class 10 contains 131243 members 
Mstep: Class 11 contains 18264 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 1494 members 
Mstep: Class 14 contains 2654 members 
Mstep: Class 15 contains 121515 members 
Mstep: Class 16 contains 93473 members 
Mstep: Class 17 contains 126284 members 
Mstep: Class 18 contains 30542 members 
Mstep: Class 19 contains 4156 members 
Mstep: Class 20 contains 7703 members 
Mstep: Class 21 contains 7385 members 
Mstep: Class 22 contains 69282 members 
Mstep: Class 23 contains 10177 members 
Mstep: Class 24 contains 5825 members 
Mstep: Class 25 contains 43260 members 
Mstep: Class 26 contains 2520 members 
Mstep: Class 27 contains 16336 members 
Mstep: Class 28 contains 5470 members 
Mstep: Class 29 contains 25404 members 
Mstep: Class 30 contains 60258 members 
Mstep: Class 31 contains 2607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84428832.000000 Penalty: 69381.218750
Iteration 68Q: 32 clusters Score -8.442883e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51481 members 
Mstep: Class 2 contains 8489 members 
Mstep: Class 3 contains 41583 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 21680 members 
Mstep: Class 6 contains 10928 members 
Mstep: Class 7 contains 14865 members 
Mstep: Class 8 contains 11039 members 
Mstep: Class 9 contains 5289 members 
Mstep: Class 10 contains 131071 members 
Mstep: Class 11 contains 18266 members 
Mstep: Class 12 contains 2094 members 
Mstep: Class 13 contains 1494 members 
Mstep: Class 14 contains 2667 members 
Mstep: Class 15 contains 121287 members 
Mstep: Class 16 contains 93205 members 
Mstep: Class 17 contains 126206 members 
Mstep: Class 18 contains 31061 members 
Mstep: Class 19 contains 4157 members 
Mstep: Class 20 contains 7731 members 
Mstep: Class 21 contains 7434 members 
Mstep: Class 22 contains 69363 members 
Mstep: Class 23 contains 10157 members 
Mstep: Class 24 contains 5846 members 
Mstep: Class 25 contains 43223 members 
Mstep: Class 26 contains 2507 members 
Mstep: Class 27 contains 16327 members 
Mstep: Class 28 contains 5510 members 
Mstep: Class 29 contains 25447 members 
Mstep: Class 30 contains 60254 members 
Mstep: Class 31 contains 2609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84429056.000000 Penalty: 69381.218750
Iteration 69Q: 32 clusters Score -8.442906e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51479 members 
Mstep: Class 2 contains 8483 members 
Mstep: Class 3 contains 41567 members 
Mstep: Class 4 contains 5136 members 
Mstep: Class 5 contains 21712 members 
Mstep: Class 6 contains 10876 members 
Mstep: Class 7 contains 14869 members 
Mstep: Class 8 contains 11035 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 10 contains 130912 members 
Mstep: Class 11 contains 18268 members 
Mstep: Class 12 contains 2103 members 
Mstep: Class 13 contains 1494 members 
Mstep: Class 14 contains 2679 members 
Mstep: Class 15 contains 121053 members 
Mstep: Class 16 contains 92929 members 
Mstep: Class 17 contains 126131 members 
Mstep: Class 18 contains 31555 members 
Mstep: Class 19 contains 4160 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 7493 members 
Mstep: Class 22 contains 69414 members 
Mstep: Class 23 contains 10140 members 
Mstep: Class 24 contains 5865 members 
Mstep: Class 25 contains 43193 members 
Mstep: Class 26 contains 2494 members 
Mstep: Class 27 contains 16324 members 
Mstep: Class 28 contains 5534 members 
Mstep: Class 29 contains 25498 members 
Mstep: Class 30 contains 60252 members 
Mstep: Class 31 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84429304.000000 Penalty: 69381.218750
Iteration 70Q: 32 clusters Score -8.44293e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51475 members 
Mstep: Class 2 contains 8474 members 
Mstep: Class 3 contains 41534 members 
Mstep: Class 4 contains 5198 members 
Mstep: Class 5 contains 21737 members 
Mstep: Class 6 contains 10835 members 
Mstep: Class 7 contains 14872 members 
Mstep: Class 8 contains 11027 members 
Mstep: Class 9 contains 5302 members 
Mstep: Class 10 contains 130758 members 
Mstep: Class 11 contains 18270 members 
Mstep: Class 12 contains 2114 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 2689 members 
Mstep: Class 15 contains 120817 members 
Mstep: Class 16 contains 92677 members 
Mstep: Class 17 contains 126084 members 
Mstep: Class 18 contains 32014 members 
Mstep: Class 19 contains 4162 members 
Mstep: Class 20 contains 7806 members 
Mstep: Class 21 contains 7554 members 
Mstep: Class 22 contains 69498 members 
Mstep: Class 23 contains 10126 members 
Mstep: Class 24 contains 5891 members 
Mstep: Class 25 contains 43170 members 
Mstep: Class 26 contains 2482 members 
Mstep: Class 27 contains 16313 members 
Mstep: Class 28 contains 5551 members 
Mstep: Class 29 contains 25537 members 
Mstep: Class 30 contains 60248 members 
Mstep: Class 31 contains 2613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84429192.000000 Penalty: 69381.218750
Iteration 71Q: 32 clusters Score -8.442919e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51469 members 
Mstep: Class 2 contains 8463 members 
Mstep: Class 3 contains 41510 members 
Mstep: Class 4 contains 5273 members 
Mstep: Class 5 contains 21770 members 
Mstep: Class 6 contains 10792 members 
Mstep: Class 7 contains 14871 members 
Mstep: Class 8 contains 11012 members 
Mstep: Class 9 contains 5306 members 
Mstep: Class 10 contains 130585 members 
Mstep: Class 11 contains 18275 members 
Mstep: Class 12 contains 2120 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 2700 members 
Mstep: Class 15 contains 120614 members 
Mstep: Class 16 contains 92436 members 
Mstep: Class 17 contains 126054 members 
Mstep: Class 18 contains 32431 members 
Mstep: Class 19 contains 4164 members 
Mstep: Class 20 contains 7844 members 
Mstep: Class 21 contains 7615 members 
Mstep: Class 22 contains 69565 members 
Mstep: Class 23 contains 10115 members 
Mstep: Class 24 contains 5913 members 
Mstep: Class 25 contains 43146 members 
Mstep: Class 26 contains 2475 members 
Mstep: Class 27 contains 16308 members 
Mstep: Class 28 contains 5564 members 
Mstep: Class 29 contains 25573 members 
Mstep: Class 30 contains 60251 members 
Mstep: Class 31 contains 2614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84429080.000000 Penalty: 69381.218750
Iteration 72Q: 32 clusters Score -8.442908e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51463 members 
Mstep: Class 2 contains 8456 members 
Mstep: Class 3 contains 41476 members 
Mstep: Class 4 contains 5323 members 
Mstep: Class 5 contains 21800 members 
Mstep: Class 6 contains 10756 members 
Mstep: Class 7 contains 14872 members 
Mstep: Class 8 contains 11006 members 
Mstep: Class 9 contains 5312 members 
Mstep: Class 10 contains 130420 members 
Mstep: Class 11 contains 18279 members 
Mstep: Class 12 contains 2123 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 2711 members 
Mstep: Class 15 contains 120414 members 
Mstep: Class 16 contains 92215 members 
Mstep: Class 17 contains 126004 members 
Mstep: Class 18 contains 32869 members 
Mstep: Class 19 contains 4169 members 
Mstep: Class 20 contains 7872 members 
Mstep: Class 21 contains 7664 members 
Mstep: Class 22 contains 69639 members 
Mstep: Class 23 contains 10101 members 
Mstep: Class 24 contains 5928 members 
Mstep: Class 25 contains 43118 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 16308 members 
Mstep: Class 28 contains 5575 members 
Mstep: Class 29 contains 25616 members 
Mstep: Class 30 contains 60252 members 
Mstep: Class 31 contains 2615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84429304.000000 Penalty: 69381.218750
Iteration 73Q: 32 clusters Score -8.44293e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 8450 members 
Mstep: Class 3 contains 41452 members 
Mstep: Class 4 contains 5360 members 
Mstep: Class 5 contains 21832 members 
Mstep: Class 6 contains 10732 members 
Mstep: Class 7 contains 14874 members 
Mstep: Class 8 contains 11014 members 
Mstep: Class 9 contains 5314 members 
Mstep: Class 10 contains 130268 members 
Mstep: Class 11 contains 18282 members 
Mstep: Class 12 contains 2124 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 2737 members 
Mstep: Class 15 contains 120235 members 
Mstep: Class 16 contains 91989 members 
Mstep: Class 17 contains 125955 members 
Mstep: Class 18 contains 33278 members 
Mstep: Class 19 contains 4170 members 
Mstep: Class 20 contains 7902 members 
Mstep: Class 21 contains 7699 members 
Mstep: Class 22 contains 69714 members 
Mstep: Class 23 contains 10092 members 
Mstep: Class 24 contains 5938 members 
Mstep: Class 25 contains 43094 members 
Mstep: Class 26 contains 2470 members 
Mstep: Class 27 contains 16301 members 
Mstep: Class 28 contains 5586 members 
Mstep: Class 29 contains 25639 members 
Mstep: Class 30 contains 60252 members 
Mstep: Class 31 contains 2615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84429264.000000 Penalty: 69381.218750
Iteration 74Q: 32 clusters Score -8.442926e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51459 members 
Mstep: Class 2 contains 8445 members 
Mstep: Class 3 contains 41426 members 
Mstep: Class 4 contains 5394 members 
Mstep: Class 5 contains 21860 members 
Mstep: Class 6 contains 10687 members 
Mstep: Class 7 contains 14876 members 
Mstep: Class 8 contains 11016 members 
Mstep: Class 9 contains 5318 members 
Mstep: Class 10 contains 130139 members 
Mstep: Class 11 contains 18283 members 
Mstep: Class 12 contains 2123 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 2752 members 
Mstep: Class 15 contains 120048 members 
Mstep: Class 16 contains 91769 members 
Mstep: Class 17 contains 125930 members 
Mstep: Class 18 contains 33667 members 
Mstep: Class 19 contains 4175 members 
Mstep: Class 20 contains 7919 members 
Mstep: Class 21 contains 7736 members 
Mstep: Class 22 contains 69787 members 
Mstep: Class 23 contains 10088 members 
Mstep: Class 24 contains 5952 members 
Mstep: Class 25 contains 43068 members 
Mstep: Class 26 contains 2470 members 
Mstep: Class 27 contains 16303 members 
Mstep: Class 28 contains 5596 members 
Mstep: Class 29 contains 25676 members 
Mstep: Class 30 contains 60250 members 
Mstep: Class 31 contains 2616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84429568.000000 Penalty: 69381.218750
Iteration 75Q: 32 clusters Score -8.442957e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51459 members 
Mstep: Class 2 contains 8442 members 
Mstep: Class 3 contains 41409 members 
Mstep: Class 4 contains 5421 members 
Mstep: Class 5 contains 21885 members 
Mstep: Class 6 contains 10645 members 
Mstep: Class 7 contains 14877 members 
Mstep: Class 8 contains 11007 members 
Mstep: Class 9 contains 5328 members 
Mstep: Class 10 contains 129977 members 
Mstep: Class 11 contains 18283 members 
Mstep: Class 12 contains 2124 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 2797 members 
Mstep: Class 15 contains 119882 members 
Mstep: Class 16 contains 91539 members 
Mstep: Class 17 contains 125888 members 
Mstep: Class 18 contains 34088 members 
Mstep: Class 19 contains 4175 members 
Mstep: Class 20 contains 7936 members 
Mstep: Class 21 contains 7763 members 
Mstep: Class 22 contains 69851 members 
Mstep: Class 23 contains 10085 members 
Mstep: Class 24 contains 5967 members 
Mstep: Class 25 contains 43040 members 
Mstep: Class 26 contains 2467 members 
Mstep: Class 27 contains 16305 members 
Mstep: Class 28 contains 5608 members 
Mstep: Class 29 contains 25716 members 
Mstep: Class 30 contains 60248 members 
Mstep: Class 31 contains 2616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84429760.000000 Penalty: 69381.218750
Iteration 76Q: 32 clusters Score -8.442976e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51459 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 41382 members 
Mstep: Class 4 contains 5451 members 
Mstep: Class 5 contains 21917 members 
Mstep: Class 6 contains 10591 members 
Mstep: Class 7 contains 14876 members 
Mstep: Class 8 contains 11010 members 
Mstep: Class 9 contains 5342 members 
Mstep: Class 10 contains 129852 members 
Mstep: Class 11 contains 18283 members 
Mstep: Class 12 contains 2127 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 2827 members 
Mstep: Class 15 contains 119746 members 
Mstep: Class 16 contains 91317 members 
Mstep: Class 17 contains 125855 members 
Mstep: Class 18 contains 34473 members 
Mstep: Class 19 contains 4178 members 
Mstep: Class 20 contains 7951 members 
Mstep: Class 21 contains 7792 members 
Mstep: Class 22 contains 69895 members 
Mstep: Class 23 contains 10082 members 
Mstep: Class 24 contains 5975 members 
Mstep: Class 25 contains 43013 members 
Mstep: Class 26 contains 2466 members 
Mstep: Class 27 contains 16299 members 
Mstep: Class 28 contains 5621 members 
Mstep: Class 29 contains 25757 members 
Mstep: Class 30 contains 60239 members 
Mstep: Class 31 contains 2616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84429864.000000 Penalty: 69381.218750
Iteration 77Q: 32 clusters Score -8.442986e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51459 members 
Mstep: Class 2 contains 8432 members 
Mstep: Class 3 contains 41354 members 
Mstep: Class 4 contains 5488 members 
Mstep: Class 5 contains 21947 members 
Mstep: Class 6 contains 10548 members 
Mstep: Class 7 contains 14876 members 
Mstep: Class 8 contains 11013 members 
Mstep: Class 9 contains 5350 members 
Mstep: Class 10 contains 129744 members 
Mstep: Class 11 contains 18284 members 
Mstep: Class 12 contains 2130 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 2839 members 
Mstep: Class 15 contains 119572 members 
Mstep: Class 16 contains 91079 members 
Mstep: Class 17 contains 125812 members 
Mstep: Class 18 contains 34867 members 
Mstep: Class 19 contains 4178 members 
Mstep: Class 20 contains 7961 members 
Mstep: Class 21 contains 7843 members 
Mstep: Class 22 contains 69963 members 
Mstep: Class 23 contains 10079 members 
Mstep: Class 24 contains 5986 members 
Mstep: Class 25 contains 42996 members 
Mstep: Class 26 contains 2469 members 
Mstep: Class 27 contains 16293 members 
Mstep: Class 28 contains 5636 members 
Mstep: Class 29 contains 25779 members 
Mstep: Class 30 contains 60236 members 
Mstep: Class 31 contains 2616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84429936.000000 Penalty: 69381.218750
Iteration 78Q: 32 clusters Score -8.442994e+07 nChanged 1064
Entering ConstructFrom: 
Score: -84429936.000000 Penalty: 69381.218750
Entering ConstructFrom: 
Trying to split cluster 1 (51457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51457 members 
Entering Unmasked Estep 
Score: -4612518.000000 Penalty: 1762.881592
	Iteration 0F: 2 clusters Score -4612518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -4578061.000000 Penalty: 3525.763184
	Iteration 0F: 3 clusters Score -4578061 nChanged 24118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -4591774.000000 Penalty: 3525.763184
	Iteration 1F: 3 clusters Score -4591774 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -4592316.500000 Penalty: 3525.763184
	Iteration 2Q: 3 clusters Score -4592316 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -4592938.000000 Penalty: 3525.763184
	Iteration 3Q: 3 clusters Score -4592938 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -4593646.000000 Penalty: 3525.763184
	Iteration 4Q: 3 clusters Score -4593646 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -4594619.500000 Penalty: 3525.763184
	Iteration 5Q: 3 clusters Score -4594620 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 28593 members 
Entering Unmasked Estep 
Score: -4595785.500000 Penalty: 3525.763184
	Iteration 6F: 3 clusters Score -4595786 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -4597295.500000 Penalty: 3525.763184
	Iteration 7F: 3 clusters Score -4597296 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -4599214.000000 Penalty: 3525.763184
	Iteration 8F: 3 clusters Score -4599214 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -4601471.000000 Penalty: 3525.763184
	Iteration 9F: 3 clusters Score -4601471 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 36862 members 
Entering Unmasked Estep 
Score: -4603668.500000 Penalty: 3525.763184
	Iteration 10F: 3 clusters Score -4603668 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -4605358.000000 Penalty: 3525.763184
	Iteration 11Q: 3 clusters Score -4605358 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -4606471.500000 Penalty: 3525.763184
	Iteration 12Q: 3 clusters Score -4606472 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -4607276.000000 Penalty: 3525.763184
	Iteration 13Q: 3 clusters Score -4607276 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 42896 members 
Entering Unmasked Estep 
Score: -4607991.500000 Penalty: 3525.763184
	Iteration 14Q: 3 clusters Score -4607992 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -4608729.000000 Penalty: 3525.763184
	Iteration 15Q: 3 clusters Score -4608729 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 45195 members 
Entering Unmasked Estep 
Score: -4609347.000000 Penalty: 3525.763184
	Iteration 16Q: 3 clusters Score -4609347 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -4609902.500000 Penalty: 3525.763184
	Iteration 17Q: 3 clusters Score -4609902 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -4610389.000000 Penalty: 3525.763184
	Iteration 18Q: 3 clusters Score -4610389 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 47491 members 
Entering Unmasked Estep 
Score: -4610868.000000 Penalty: 3525.763184
	Iteration 19Q: 3 clusters Score -4610868 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 47981 members 
Entering Unmasked Estep 
Score: -4611292.500000 Penalty: 3525.763184
	Iteration 20F: 3 clusters Score -4611292 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 48357 members 
Entering Unmasked Estep 
Score: -4611747.500000 Penalty: 3525.763184
	Iteration 21Q: 3 clusters Score -4611748 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 48610 members 
Entering Unmasked Estep 
Score: -4612020.000000 Penalty: 3525.763184
	Iteration 22Q: 3 clusters Score -4612020 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 48776 members 
Entering Unmasked Estep 
Score: -4612168.500000 Penalty: 3525.763184
	Iteration 23Q: 3 clusters Score -4612168 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 48892 members 
Entering Unmasked Estep 
Score: -4612227.500000 Penalty: 3525.763184
	Iteration 24Q: 3 clusters Score -4612228 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
Score: -4612294.000000 Penalty: 3525.763184
	Iteration 25Q: 3 clusters Score -4612294 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 49032 members 
Entering Unmasked Estep 
Score: -4612319.000000 Penalty: 3525.763184
	Iteration 26Q: 3 clusters Score -4612319 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 49070 members 
Entering Unmasked Estep 
Score: -4612316.500000 Penalty: 3525.763184
	Iteration 27Q: 3 clusters Score -4612316 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 49099 members 
Entering Unmasked Estep 
Score: -4612332.500000 Penalty: 3525.763184
	Iteration 28Q: 3 clusters Score -4612332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 49121 members 
Entering Unmasked Estep 
Score: -4612327.500000 Penalty: 3525.763184
	Iteration 29Q: 3 clusters Score -4612328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -4612332.000000 Penalty: 3525.763184
	Iteration 30Q: 3 clusters Score -4612332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 49144 members 
Entering Unmasked Estep 
Score: -4612334.500000 Penalty: 3525.763184
	Iteration 31Q: 3 clusters Score -4612334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 49148 members 
Entering Unmasked Estep 
Score: -4612338.500000 Penalty: 3525.763184
	Iteration 32Q: 3 clusters Score -4612338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 49151 members 
Entering Unmasked Estep 
Score: -4612342.500000 Penalty: 3525.763184
	Iteration 33Q: 3 clusters Score -4612342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 49153 members 
Entering Unmasked Estep 
Score: -4612342.000000 Penalty: 3525.763184
	Iteration 34Q: 3 clusters Score -4612342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 49155 members 
Entering Unmasked Estep 
Score: -4612342.000000 Penalty: 3525.763184
	Iteration 35Q: 3 clusters Score -4612342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 49156 members 
Entering Unmasked Estep 
Score: -4612341.500000 Penalty: 3525.763184
	Iteration 36Q: 3 clusters Score -4612342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 49157 members 
Entering Unmasked Estep 
Score: -4612343.000000 Penalty: 3525.763184
	Iteration 37Q: 3 clusters Score -4612343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 49158 members 
Entering Unmasked Estep 
Score: -4612344.500000 Penalty: 3525.763184
	Iteration 38Q: 3 clusters Score -4612344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -4612344.000000 Penalty: 3525.763184
	Iteration 39Q: 3 clusters Score -4612344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -4612344.000000 Penalty: 3525.763184
	Iteration 40F: 3 clusters Score -4612344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Entering Unmasked Estep 
Score: -750887.500000 Penalty: 1468.946533
	Iteration 0F: 2 clusters Score -750887.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -744630.375000 Penalty: 2937.893066
	Iteration 0F: 3 clusters Score -744630.4 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -746591.687500 Penalty: 2937.893066
	Iteration 1F: 3 clusters Score -746591.7 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -747054.687500 Penalty: 2937.893066
	Iteration 2F: 3 clusters Score -747054.7 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -747879.187500 Penalty: 2937.893066
	Iteration 3F: 3 clusters Score -747879.2 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -748956.437500 Penalty: 2937.893066
	Iteration 4F: 3 clusters Score -748956.4 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -749895.875000 Penalty: 2937.893066
	Iteration 5F: 3 clusters Score -749895.9 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -750424.812500 Penalty: 2937.893066
	Iteration 6F: 3 clusters Score -750424.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -750625.750000 Penalty: 2937.893066
	Iteration 7Q: 3 clusters Score -750625.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -750716.375000 Penalty: 2937.893066
	Iteration 8Q: 3 clusters Score -750716.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -750770.812500 Penalty: 2937.893066
	Iteration 9Q: 3 clusters Score -750770.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -750805.750000 Penalty: 2937.893066
	Iteration 10Q: 3 clusters Score -750805.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -750824.437500 Penalty: 2937.893066
	Iteration 11Q: 3 clusters Score -750824.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -750839.437500 Penalty: 2937.893066
	Iteration 12Q: 3 clusters Score -750839.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -750852.937500 Penalty: 2937.893066
	Iteration 13Q: 3 clusters Score -750852.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -750864.062500 Penalty: 2937.893066
	Iteration 14Q: 3 clusters Score -750864.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -750875.750000 Penalty: 2937.893066
	Iteration 15Q: 3 clusters Score -750875.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -750884.375000 Penalty: 2937.893066
	Iteration 16Q: 3 clusters Score -750884.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -750896.750000 Penalty: 2937.893066
	Iteration 17Q: 3 clusters Score -750896.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -750901.875000 Penalty: 2937.893066
	Iteration 18Q: 3 clusters Score -750901.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -750908.187500 Penalty: 2937.893066
	Iteration 19Q: 3 clusters Score -750908.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -750910.562500 Penalty: 2937.893066
	Iteration 20F: 3 clusters Score -750910.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -750915.375000 Penalty: 2937.893066
	Iteration 21Q: 3 clusters Score -750915.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -750918.312500 Penalty: 2937.893066
	Iteration 22Q: 3 clusters Score -750918.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -750925.062500 Penalty: 2937.893066
	Iteration 23Q: 3 clusters Score -750925.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -750929.562500 Penalty: 2937.893066
	Iteration 24Q: 3 clusters Score -750929.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -750932.250000 Penalty: 2937.893066
	Iteration 25Q: 3 clusters Score -750932.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -750934.875000 Penalty: 2937.893066
	Iteration 26Q: 3 clusters Score -750934.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -750938.750000 Penalty: 2937.893066
	Iteration 27Q: 3 clusters Score -750938.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -750940.875000 Penalty: 2937.893066
	Iteration 28Q: 3 clusters Score -750940.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -750943.562500 Penalty: 2937.893066
	Iteration 29Q: 3 clusters Score -750943.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -750942.312500 Penalty: 2937.893066
	Iteration 30Q: 3 clusters Score -750942.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -750942.250000 Penalty: 2937.893066
	Iteration 31Q: 3 clusters Score -750942.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -750940.750000 Penalty: 2937.893066
	Iteration 32Q: 3 clusters Score -750940.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -750940.500000 Penalty: 2937.893066
	Iteration 33Q: 3 clusters Score -750940.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -750942.125000 Penalty: 2937.893066
	Iteration 34Q: 3 clusters Score -750942.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -750942.875000 Penalty: 2937.893066
	Iteration 35Q: 3 clusters Score -750942.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -750942.500000 Penalty: 2937.893066
	Iteration 36Q: 3 clusters Score -750942.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -750943.062500 Penalty: 2937.893066
	Iteration 37Q: 3 clusters Score -750943.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -750943.187500 Penalty: 2937.893066
	Iteration 38Q: 3 clusters Score -750943.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -750944.875000 Penalty: 2937.893066
	Iteration 39Q: 3 clusters Score -750944.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -750944.000000 Penalty: 2937.893066
	Iteration 40F: 3 clusters Score -750944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -750944.312500 Penalty: 2937.893066
	Iteration 41Q: 3 clusters Score -750944.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -750944.062500 Penalty: 2937.893066
	Iteration 42Q: 3 clusters Score -750944.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -750944.437500 Penalty: 2937.893066
	Iteration 43Q: 3 clusters Score -750944.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -750944.437500 Penalty: 2937.893066
	Iteration 44F: 3 clusters Score -750944.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 41325 members 
Mstep: Class 4 contains 5523 members 
Mstep: Class 5 contains 21979 members 
Mstep: Class 6 contains 10498 members 
Mstep: Class 7 contains 14879 members 
Mstep: Class 8 contains 11009 members 
Mstep: Class 9 contains 5359 members 
Mstep: Class 10 contains 129638 members 
Mstep: Class 11 contains 18284 members 
Mstep: Class 12 contains 2133 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 2862 members 
Mstep: Class 15 contains 119388 members 
Mstep: Class 16 contains 90875 members 
Mstep: Class 17 contains 125787 members 
Mstep: Class 18 contains 35245 members 
Mstep: Class 19 contains 4176 members 
Mstep: Class 20 contains 7969 members 
Mstep: Class 21 contains 7893 members 
Mstep: Class 22 contains 70008 members 
Mstep: Class 23 contains 10077 members 
Mstep: Class 24 contains 5994 members 
Mstep: Class 25 contains 42974 members 
Mstep: Class 26 contains 2474 members 
Mstep: Class 27 contains 16290 members 
Mstep: Class 28 contains 5646 members 
Mstep: Class 29 contains 25807 members 
Mstep: Class 30 contains 60233 members 
Mstep: Class 31 contains 2616 members 
Mstep: Class 32 contains 6917 members 
Entering Unmasked Estep 
Score: -84428752.000000 Penalty: 71619.320312
Splitting cluster 2 changes total score from -84429936.000000 to -84428752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (41325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Entering Unmasked Estep 
Score: -3758012.500000 Penalty: 1727.248657
	Iteration 0F: 2 clusters Score -3758012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -3730344.250000 Penalty: 3454.497314
	Iteration 0F: 3 clusters Score -3730344 nChanged 19337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -3741157.500000 Penalty: 3454.497314
	Iteration 1F: 3 clusters Score -3741158 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -3741860.750000 Penalty: 3454.497314
	Iteration 2Q: 3 clusters Score -3741861 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -3742658.000000 Penalty: 3454.497314
	Iteration 3Q: 3 clusters Score -3742658 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -3743604.000000 Penalty: 3454.497314
	Iteration 4Q: 3 clusters Score -3743604 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -3744595.750000 Penalty: 3454.497314
	Iteration 5Q: 3 clusters Score -3744596 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -3745666.000000 Penalty: 3454.497314
	Iteration 6Q: 3 clusters Score -3745666 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -3746834.750000 Penalty: 3454.497314
	Iteration 7F: 3 clusters Score -3746835 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -3748042.000000 Penalty: 3454.497314
	Iteration 8F: 3 clusters Score -3748042 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -3749033.000000 Penalty: 3454.497314
	Iteration 9Q: 3 clusters Score -3749033 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -3749805.000000 Penalty: 3454.497314
	Iteration 10Q: 3 clusters Score -3749805 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -3750384.000000 Penalty: 3454.497314
	Iteration 11Q: 3 clusters Score -3750384 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -3750874.000000 Penalty: 3454.497314
	Iteration 12Q: 3 clusters Score -3750874 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -3751291.500000 Penalty: 3454.497314
	Iteration 13Q: 3 clusters Score -3751292 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -3751688.250000 Penalty: 3454.497314
	Iteration 14Q: 3 clusters Score -3751688 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -3752113.250000 Penalty: 3454.497314
	Iteration 15Q: 3 clusters Score -3752113 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -3752544.000000 Penalty: 3454.497314
	Iteration 16Q: 3 clusters Score -3752544 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -3752972.500000 Penalty: 3454.497314
	Iteration 17Q: 3 clusters Score -3752972 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34318 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -3753414.000000 Penalty: 3454.497314
	Iteration 18Q: 3 clusters Score -3753414 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -3753873.000000 Penalty: 3454.497314
	Iteration 19Q: 3 clusters Score -3753873 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -3754332.250000 Penalty: 3454.497314
	Iteration 20F: 3 clusters Score -3754332 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -3754782.250000 Penalty: 3454.497314
	Iteration 21Q: 3 clusters Score -3754782 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -3755199.750000 Penalty: 3454.497314
	Iteration 22Q: 3 clusters Score -3755200 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -3755571.500000 Penalty: 3454.497314
	Iteration 23Q: 3 clusters Score -3755572 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -3755848.000000 Penalty: 3454.497314
	Iteration 24Q: 3 clusters Score -3755848 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -3756080.000000 Penalty: 3454.497314
	Iteration 25Q: 3 clusters Score -3756080 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3756244.500000 Penalty: 3454.497314
	Iteration 26Q: 3 clusters Score -3756244 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3756377.500000 Penalty: 3454.497314
	Iteration 27Q: 3 clusters Score -3756378 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3756482.750000 Penalty: 3454.497314
	Iteration 28Q: 3 clusters Score -3756483 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3756547.250000 Penalty: 3454.497314
	Iteration 29Q: 3 clusters Score -3756547 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3756593.500000 Penalty: 3454.497314
	Iteration 30Q: 3 clusters Score -3756594 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3756620.000000 Penalty: 3454.497314
	Iteration 31Q: 3 clusters Score -3756620 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3756644.000000 Penalty: 3454.497314
	Iteration 32Q: 3 clusters Score -3756644 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3756662.000000 Penalty: 3454.497314
	Iteration 33Q: 3 clusters Score -3756662 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3756677.500000 Penalty: 3454.497314
	Iteration 34Q: 3 clusters Score -3756678 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3756687.750000 Penalty: 3454.497314
	Iteration 35Q: 3 clusters Score -3756688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3756695.250000 Penalty: 3454.497314
	Iteration 36Q: 3 clusters Score -3756695 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3756708.750000 Penalty: 3454.497314
	Iteration 37Q: 3 clusters Score -3756709 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3756722.000000 Penalty: 3454.497314
	Iteration 38Q: 3 clusters Score -3756722 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3756730.000000 Penalty: 3454.497314
	Iteration 39Q: 3 clusters Score -3756730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3756735.000000 Penalty: 3454.497314
	Iteration 40F: 3 clusters Score -3756735 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3756741.250000 Penalty: 3454.497314
	Iteration 41Q: 3 clusters Score -3756741 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3756747.750000 Penalty: 3454.497314
	Iteration 42Q: 3 clusters Score -3756748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3756751.500000 Penalty: 3454.497314
	Iteration 43Q: 3 clusters Score -3756752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3756755.250000 Penalty: 3454.497314
	Iteration 44Q: 3 clusters Score -3756755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3756754.750000 Penalty: 3454.497314
	Iteration 45Q: 3 clusters Score -3756755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3756758.500000 Penalty: 3454.497314
	Iteration 46Q: 3 clusters Score -3756758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3756765.750000 Penalty: 3454.497314
	Iteration 47Q: 3 clusters Score -3756766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3756766.500000 Penalty: 3454.497314
	Iteration 48Q: 3 clusters Score -3756766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3756762.750000 Penalty: 3454.497314
	Iteration 49Q: 3 clusters Score -3756763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3756771.250000 Penalty: 3454.497314
	Iteration 50Q: 3 clusters Score -3756771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3756771.250000 Penalty: 3454.497314
	Iteration 51Q: 3 clusters Score -3756771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3756768.500000 Penalty: 3454.497314
	Iteration 52Q: 3 clusters Score -3756768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3756767.250000 Penalty: 3454.497314
	Iteration 53Q: 3 clusters Score -3756767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3756771.000000 Penalty: 3454.497314
	Iteration 54Q: 3 clusters Score -3756771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3756778.000000 Penalty: 3454.497314
	Iteration 55Q: 3 clusters Score -3756778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3756782.000000 Penalty: 3454.497314
	Iteration 56Q: 3 clusters Score -3756782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3756786.750000 Penalty: 3454.497314
	Iteration 57Q: 3 clusters Score -3756787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3756786.250000 Penalty: 3454.497314
	Iteration 58Q: 3 clusters Score -3756786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3756789.500000 Penalty: 3454.497314
	Iteration 59Q: 3 clusters Score -3756790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3756793.000000 Penalty: 3454.497314
	Iteration 60F: 3 clusters Score -3756793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3756794.000000 Penalty: 3454.497314
	Iteration 61Q: 3 clusters Score -3756794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3756796.250000 Penalty: 3454.497314
	Iteration 62Q: 3 clusters Score -3756796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3756794.750000 Penalty: 3454.497314
	Iteration 63Q: 3 clusters Score -3756795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3756793.000000 Penalty: 3454.497314
	Iteration 64Q: 3 clusters Score -3756793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3756794.750000 Penalty: 3454.497314
	Iteration 65Q: 3 clusters Score -3756795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3756795.750000 Penalty: 3454.497314
	Iteration 66Q: 3 clusters Score -3756796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3756795.750000 Penalty: 3454.497314
	Iteration 67F: 3 clusters Score -3756796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -506006.093750 Penalty: 1400.209961
	Iteration 0F: 2 clusters Score -506006.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -501730.968750 Penalty: 2800.419922
	Iteration 0F: 3 clusters Score -501731 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -503103.625000 Penalty: 2800.419922
	Iteration 1F: 3 clusters Score -503103.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -503407.187500 Penalty: 2800.419922
	Iteration 2F: 3 clusters Score -503407.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -503667.593750 Penalty: 2800.419922
	Iteration 3F: 3 clusters Score -503667.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -503882.437500 Penalty: 2800.419922
	Iteration 4F: 3 clusters Score -503882.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -504095.906250 Penalty: 2800.419922
	Iteration 5F: 3 clusters Score -504095.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -504286.062500 Penalty: 2800.419922
	Iteration 6Q: 3 clusters Score -504286.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -504456.812500 Penalty: 2800.419922
	Iteration 7Q: 3 clusters Score -504456.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -504623.562500 Penalty: 2800.419922
	Iteration 8Q: 3 clusters Score -504623.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -504746.562500 Penalty: 2800.419922
	Iteration 9Q: 3 clusters Score -504746.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -504856.656250 Penalty: 2800.419922
	Iteration 10Q: 3 clusters Score -504856.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -504954.812500 Penalty: 2800.419922
	Iteration 11Q: 3 clusters Score -504954.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -505021.906250 Penalty: 2800.419922
	Iteration 12Q: 3 clusters Score -505021.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -505066.562500 Penalty: 2800.419922
	Iteration 13Q: 3 clusters Score -505066.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -505104.031250 Penalty: 2800.419922
	Iteration 14Q: 3 clusters Score -505104 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -505122.375000 Penalty: 2800.419922
	Iteration 15Q: 3 clusters Score -505122.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -505137.562500 Penalty: 2800.419922
	Iteration 16Q: 3 clusters Score -505137.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -505144.406250 Penalty: 2800.419922
	Iteration 17Q: 3 clusters Score -505144.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -505147.875000 Penalty: 2800.419922
	Iteration 18Q: 3 clusters Score -505147.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -505150.968750 Penalty: 2800.419922
	Iteration 19Q: 3 clusters Score -505151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -505161.875000 Penalty: 2800.419922
	Iteration 20F: 3 clusters Score -505161.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -505163.843750 Penalty: 2800.419922
	Iteration 21Q: 3 clusters Score -505163.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -505166.218750 Penalty: 2800.419922
	Iteration 22Q: 3 clusters Score -505166.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -505170.750000 Penalty: 2800.419922
	Iteration 23Q: 3 clusters Score -505170.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -505172.437500 Penalty: 2800.419922
	Iteration 24Q: 3 clusters Score -505172.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -505174.125000 Penalty: 2800.419922
	Iteration 25Q: 3 clusters Score -505174.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -505174.687500 Penalty: 2800.419922
	Iteration 26Q: 3 clusters Score -505174.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -505174.687500 Penalty: 2800.419922
	Iteration 27F: 3 clusters Score -505174.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Entering Unmasked Estep 
Score: -2024010.375000 Penalty: 1624.649414
	Iteration 0F: 2 clusters Score -2024010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2008990.750000 Penalty: 3249.298828
	Iteration 0F: 3 clusters Score -2008991 nChanged 10089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2014644.625000 Penalty: 3249.298828
	Iteration 1F: 3 clusters Score -2014645 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -2014994.500000 Penalty: 3249.298828
	Iteration 2Q: 3 clusters Score -2014994 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2015270.250000 Penalty: 3249.298828
	Iteration 3Q: 3 clusters Score -2015270 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -2015551.875000 Penalty: 3249.298828
	Iteration 4Q: 3 clusters Score -2015552 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2015814.875000 Penalty: 3249.298828
	Iteration 5Q: 3 clusters Score -2015815 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2016128.875000 Penalty: 3249.298828
	Iteration 6Q: 3 clusters Score -2016129 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -2016591.375000 Penalty: 3249.298828
	Iteration 7Q: 3 clusters Score -2016591 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -2017204.750000 Penalty: 3249.298828
	Iteration 8Q: 3 clusters Score -2017205 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2017938.125000 Penalty: 3249.298828
	Iteration 9Q: 3 clusters Score -2017938 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2018743.625000 Penalty: 3249.298828
	Iteration 10Q: 3 clusters Score -2018744 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -2019461.250000 Penalty: 3249.298828
	Iteration 11Q: 3 clusters Score -2019461 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -2019953.250000 Penalty: 3249.298828
	Iteration 12Q: 3 clusters Score -2019953 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -2020236.875000 Penalty: 3249.298828
	Iteration 13Q: 3 clusters Score -2020237 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2020410.250000 Penalty: 3249.298828
	Iteration 14Q: 3 clusters Score -2020410 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -2020540.000000 Penalty: 3249.298828
	Iteration 15Q: 3 clusters Score -2020540 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2020649.125000 Penalty: 3249.298828
	Iteration 16Q: 3 clusters Score -2020649 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2020745.875000 Penalty: 3249.298828
	Iteration 17Q: 3 clusters Score -2020746 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2020864.500000 Penalty: 3249.298828
	Iteration 18Q: 3 clusters Score -2020864 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -2020995.500000 Penalty: 3249.298828
	Iteration 19Q: 3 clusters Score -2020996 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2021129.875000 Penalty: 3249.298828
	Iteration 20F: 3 clusters Score -2021130 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -2021267.125000 Penalty: 3249.298828
	Iteration 21Q: 3 clusters Score -2021267 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -2021421.625000 Penalty: 3249.298828
	Iteration 22Q: 3 clusters Score -2021422 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -2021573.375000 Penalty: 3249.298828
	Iteration 23Q: 3 clusters Score -2021573 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -2021721.375000 Penalty: 3249.298828
	Iteration 24Q: 3 clusters Score -2021721 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -2021865.125000 Penalty: 3249.298828
	Iteration 25Q: 3 clusters Score -2021865 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -2022007.625000 Penalty: 3249.298828
	Iteration 26Q: 3 clusters Score -2022008 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -2022137.500000 Penalty: 3249.298828
	Iteration 27Q: 3 clusters Score -2022138 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -2022232.125000 Penalty: 3249.298828
	Iteration 28Q: 3 clusters Score -2022232 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -2022300.625000 Penalty: 3249.298828
	Iteration 29Q: 3 clusters Score -2022301 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -2022357.250000 Penalty: 3249.298828
	Iteration 30Q: 3 clusters Score -2022357 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -2022403.750000 Penalty: 3249.298828
	Iteration 31Q: 3 clusters Score -2022404 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -2022443.250000 Penalty: 3249.298828
	Iteration 32Q: 3 clusters Score -2022443 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -2022469.125000 Penalty: 3249.298828
	Iteration 33Q: 3 clusters Score -2022469 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -2022500.875000 Penalty: 3249.298828
	Iteration 34Q: 3 clusters Score -2022501 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -2022517.750000 Penalty: 3249.298828
	Iteration 35Q: 3 clusters Score -2022518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -2022535.125000 Penalty: 3249.298828
	Iteration 36Q: 3 clusters Score -2022535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -2022543.000000 Penalty: 3249.298828
	Iteration 37Q: 3 clusters Score -2022543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -2022552.125000 Penalty: 3249.298828
	Iteration 38Q: 3 clusters Score -2022552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -2022558.750000 Penalty: 3249.298828
	Iteration 39Q: 3 clusters Score -2022559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -2022563.625000 Penalty: 3249.298828
	Iteration 40F: 3 clusters Score -2022564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -2022570.375000 Penalty: 3249.298828
	Iteration 41Q: 3 clusters Score -2022570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -2022572.750000 Penalty: 3249.298828
	Iteration 42Q: 3 clusters Score -2022573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -2022578.750000 Penalty: 3249.298828
	Iteration 43Q: 3 clusters Score -2022579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -2022583.000000 Penalty: 3249.298828
	Iteration 44Q: 3 clusters Score -2022583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -2022587.375000 Penalty: 3249.298828
	Iteration 45Q: 3 clusters Score -2022587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -2022588.625000 Penalty: 3249.298828
	Iteration 46Q: 3 clusters Score -2022589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -2022591.500000 Penalty: 3249.298828
	Iteration 47Q: 3 clusters Score -2022592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -2022595.250000 Penalty: 3249.298828
	Iteration 48Q: 3 clusters Score -2022595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -2022593.375000 Penalty: 3249.298828
	Iteration 49Q: 3 clusters Score -2022593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -2022592.500000 Penalty: 3249.298828
	Iteration 50Q: 3 clusters Score -2022592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -2022596.375000 Penalty: 3249.298828
	Iteration 51Q: 3 clusters Score -2022596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -2022596.375000 Penalty: 3249.298828
	Iteration 52F: 3 clusters Score -2022596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Entering Unmasked Estep 
Score: -869112.812500 Penalty: 1504.577759
	Iteration 0F: 2 clusters Score -869112.8 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 5264 members 
Entering Unmasked Estep 
Score: -861603.937500 Penalty: 3009.155518
	Iteration 0F: 3 clusters Score -861603.9 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -864113.750000 Penalty: 3009.155518
	Iteration 1F: 3 clusters Score -864113.8 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -864411.562500 Penalty: 3009.155518
	Iteration 2F: 3 clusters Score -864411.6 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -864670.625000 Penalty: 3009.155518
	Iteration 3F: 3 clusters Score -864670.6 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -864903.375000 Penalty: 3009.155518
	Iteration 4Q: 3 clusters Score -864903.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -865119.937500 Penalty: 3009.155518
	Iteration 5Q: 3 clusters Score -865119.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -865314.250000 Penalty: 3009.155518
	Iteration 6Q: 3 clusters Score -865314.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -865495.687500 Penalty: 3009.155518
	Iteration 7Q: 3 clusters Score -865495.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -865665.625000 Penalty: 3009.155518
	Iteration 8Q: 3 clusters Score -865665.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -865820.625000 Penalty: 3009.155518
	Iteration 9Q: 3 clusters Score -865820.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -865979.062500 Penalty: 3009.155518
	Iteration 10Q: 3 clusters Score -865979.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -866115.687500 Penalty: 3009.155518
	Iteration 11Q: 3 clusters Score -866115.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -866237.062500 Penalty: 3009.155518
	Iteration 12Q: 3 clusters Score -866237.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -866342.562500 Penalty: 3009.155518
	Iteration 13Q: 3 clusters Score -866342.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -866449.000000 Penalty: 3009.155518
	Iteration 14Q: 3 clusters Score -866449 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -866541.937500 Penalty: 3009.155518
	Iteration 15Q: 3 clusters Score -866541.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -866622.000000 Penalty: 3009.155518
	Iteration 16Q: 3 clusters Score -866622 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -866687.812500 Penalty: 3009.155518
	Iteration 17Q: 3 clusters Score -866687.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -866757.250000 Penalty: 3009.155518
	Iteration 18Q: 3 clusters Score -866757.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -866812.875000 Penalty: 3009.155518
	Iteration 19Q: 3 clusters Score -866812.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -866861.000000 Penalty: 3009.155518
	Iteration 20F: 3 clusters Score -866861 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -866895.250000 Penalty: 3009.155518
	Iteration 21Q: 3 clusters Score -866895.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -866922.937500 Penalty: 3009.155518
	Iteration 22Q: 3 clusters Score -866922.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -866948.500000 Penalty: 3009.155518
	Iteration 23Q: 3 clusters Score -866948.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -866968.625000 Penalty: 3009.155518
	Iteration 24Q: 3 clusters Score -866968.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -866987.312500 Penalty: 3009.155518
	Iteration 25Q: 3 clusters Score -866987.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -867002.687500 Penalty: 3009.155518
	Iteration 26Q: 3 clusters Score -867002.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -867024.500000 Penalty: 3009.155518
	Iteration 27Q: 3 clusters Score -867024.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -867045.812500 Penalty: 3009.155518
	Iteration 28Q: 3 clusters Score -867045.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -867065.312500 Penalty: 3009.155518
	Iteration 29Q: 3 clusters Score -867065.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -867083.625000 Penalty: 3009.155518
	Iteration 30Q: 3 clusters Score -867083.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -867106.500000 Penalty: 3009.155518
	Iteration 31Q: 3 clusters Score -867106.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -867127.812500 Penalty: 3009.155518
	Iteration 32Q: 3 clusters Score -867127.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -867142.437500 Penalty: 3009.155518
	Iteration 33Q: 3 clusters Score -867142.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -867158.562500 Penalty: 3009.155518
	Iteration 34Q: 3 clusters Score -867158.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -867170.375000 Penalty: 3009.155518
	Iteration 35Q: 3 clusters Score -867170.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -867184.437500 Penalty: 3009.155518
	Iteration 36Q: 3 clusters Score -867184.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -867194.437500 Penalty: 3009.155518
	Iteration 37Q: 3 clusters Score -867194.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -867202.062500 Penalty: 3009.155518
	Iteration 38Q: 3 clusters Score -867202.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -867208.625000 Penalty: 3009.155518
	Iteration 39Q: 3 clusters Score -867208.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -867209.937500 Penalty: 3009.155518
	Iteration 40F: 3 clusters Score -867209.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -867215.062500 Penalty: 3009.155518
	Iteration 41Q: 3 clusters Score -867215.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -867220.625000 Penalty: 3009.155518
	Iteration 42Q: 3 clusters Score -867220.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -867225.937500 Penalty: 3009.155518
	Iteration 43Q: 3 clusters Score -867225.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -867227.375000 Penalty: 3009.155518
	Iteration 44Q: 3 clusters Score -867227.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -867232.000000 Penalty: 3009.155518
	Iteration 45Q: 3 clusters Score -867232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -867234.187500 Penalty: 3009.155518
	Iteration 46Q: 3 clusters Score -867234.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -867238.187500 Penalty: 3009.155518
	Iteration 47Q: 3 clusters Score -867238.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -867242.750000 Penalty: 3009.155518
	Iteration 48Q: 3 clusters Score -867242.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -867244.187500 Penalty: 3009.155518
	Iteration 49Q: 3 clusters Score -867244.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -867246.562500 Penalty: 3009.155518
	Iteration 50Q: 3 clusters Score -867246.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -867251.187500 Penalty: 3009.155518
	Iteration 51Q: 3 clusters Score -867251.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -867249.125000 Penalty: 3009.155518
	Iteration 52Q: 3 clusters Score -867249.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -867250.062500 Penalty: 3009.155518
	Iteration 53Q: 3 clusters Score -867250.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -867254.062500 Penalty: 3009.155518
	Iteration 54Q: 3 clusters Score -867254.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -867253.875000 Penalty: 3009.155518
	Iteration 55Q: 3 clusters Score -867253.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -867259.937500 Penalty: 3009.155518
	Iteration 56Q: 3 clusters Score -867259.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -867266.000000 Penalty: 3009.155518
	Iteration 57Q: 3 clusters Score -867266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -867271.875000 Penalty: 3009.155518
	Iteration 58Q: 3 clusters Score -867271.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -867278.875000 Penalty: 3009.155518
	Iteration 59Q: 3 clusters Score -867278.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -867283.375000 Penalty: 3009.155518
	Iteration 60F: 3 clusters Score -867283.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -867290.312500 Penalty: 3009.155518
	Iteration 61Q: 3 clusters Score -867290.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -867297.062500 Penalty: 3009.155518
	Iteration 62Q: 3 clusters Score -867297.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -867304.250000 Penalty: 3009.155518
	Iteration 63Q: 3 clusters Score -867304.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -867308.687500 Penalty: 3009.155518
	Iteration 64Q: 3 clusters Score -867308.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -867317.125000 Penalty: 3009.155518
	Iteration 65Q: 3 clusters Score -867317.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -867325.062500 Penalty: 3009.155518
	Iteration 66Q: 3 clusters Score -867325.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -867333.875000 Penalty: 3009.155518
	Iteration 67Q: 3 clusters Score -867333.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -867344.562500 Penalty: 3009.155518
	Iteration 68Q: 3 clusters Score -867344.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -867356.437500 Penalty: 3009.155518
	Iteration 69Q: 3 clusters Score -867356.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -867378.437500 Penalty: 3009.155518
	Iteration 70Q: 3 clusters Score -867378.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -867401.562500 Penalty: 3009.155518
	Iteration 71Q: 3 clusters Score -867401.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -867421.250000 Penalty: 3009.155518
	Iteration 72Q: 3 clusters Score -867421.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -867451.562500 Penalty: 3009.155518
	Iteration 73Q: 3 clusters Score -867451.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -867473.875000 Penalty: 3009.155518
	Iteration 74Q: 3 clusters Score -867473.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -867500.250000 Penalty: 3009.155518
	Iteration 75Q: 3 clusters Score -867500.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -867524.312500 Penalty: 3009.155518
	Iteration 76Q: 3 clusters Score -867524.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -867550.312500 Penalty: 3009.155518
	Iteration 77Q: 3 clusters Score -867550.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -867570.375000 Penalty: 3009.155518
	Iteration 78Q: 3 clusters Score -867570.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -867597.062500 Penalty: 3009.155518
	Iteration 79Q: 3 clusters Score -867597.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -867612.062500 Penalty: 3009.155518
	Iteration 80F: 3 clusters Score -867612.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -867628.812500 Penalty: 3009.155518
	Iteration 81Q: 3 clusters Score -867628.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -867640.937500 Penalty: 3009.155518
	Iteration 82Q: 3 clusters Score -867640.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -867654.125000 Penalty: 3009.155518
	Iteration 83Q: 3 clusters Score -867654.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -867660.937500 Penalty: 3009.155518
	Iteration 84Q: 3 clusters Score -867660.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -867673.562500 Penalty: 3009.155518
	Iteration 85Q: 3 clusters Score -867673.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -867682.562500 Penalty: 3009.155518
	Iteration 86Q: 3 clusters Score -867682.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -867691.625000 Penalty: 3009.155518
	Iteration 87Q: 3 clusters Score -867691.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -867697.437500 Penalty: 3009.155518
	Iteration 88Q: 3 clusters Score -867697.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -867703.812500 Penalty: 3009.155518
	Iteration 89Q: 3 clusters Score -867703.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -867706.000000 Penalty: 3009.155518
	Iteration 90Q: 3 clusters Score -867706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -867708.125000 Penalty: 3009.155518
	Iteration 91Q: 3 clusters Score -867708.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -867709.250000 Penalty: 3009.155518
	Iteration 92Q: 3 clusters Score -867709.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -867711.500000 Penalty: 3009.155518
	Iteration 93Q: 3 clusters Score -867711.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -867710.500000 Penalty: 3009.155518
	Iteration 94Q: 3 clusters Score -867710.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -867710.375000 Penalty: 3009.155518
	Iteration 95Q: 3 clusters Score -867710.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -867712.312500 Penalty: 3009.155518
	Iteration 96Q: 3 clusters Score -867712.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -867713.812500 Penalty: 3009.155518
	Iteration 97Q: 3 clusters Score -867713.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -867716.562500 Penalty: 3009.155518
	Iteration 98Q: 3 clusters Score -867716.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -867716.687500 Penalty: 3009.155518
	Iteration 99Q: 3 clusters Score -867716.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -867719.250000 Penalty: 3009.155518
	Iteration 100F: 3 clusters Score -867719.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -867722.062500 Penalty: 3009.155518
	Iteration 101Q: 3 clusters Score -867722.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -867725.812500 Penalty: 3009.155518
	Iteration 102Q: 3 clusters Score -867725.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -867727.875000 Penalty: 3009.155518
	Iteration 103Q: 3 clusters Score -867727.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -867731.375000 Penalty: 3009.155518
	Iteration 104Q: 3 clusters Score -867731.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -867733.750000 Penalty: 3009.155518
	Iteration 105Q: 3 clusters Score -867733.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -867738.500000 Penalty: 3009.155518
	Iteration 106Q: 3 clusters Score -867738.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -867740.250000 Penalty: 3009.155518
	Iteration 107Q: 3 clusters Score -867740.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -867743.312500 Penalty: 3009.155518
	Iteration 108Q: 3 clusters Score -867743.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -867745.812500 Penalty: 3009.155518
	Iteration 109Q: 3 clusters Score -867745.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -867750.000000 Penalty: 3009.155518
	Iteration 110Q: 3 clusters Score -867750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -867752.687500 Penalty: 3009.155518
	Iteration 111Q: 3 clusters Score -867752.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -867759.125000 Penalty: 3009.155518
	Iteration 112Q: 3 clusters Score -867759.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -867761.750000 Penalty: 3009.155518
	Iteration 113Q: 3 clusters Score -867761.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -867766.125000 Penalty: 3009.155518
	Iteration 114Q: 3 clusters Score -867766.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -867773.062500 Penalty: 3009.155518
	Iteration 115Q: 3 clusters Score -867773.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -867780.062500 Penalty: 3009.155518
	Iteration 116Q: 3 clusters Score -867780.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -867783.375000 Penalty: 3009.155518
	Iteration 117Q: 3 clusters Score -867783.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -867791.062500 Penalty: 3009.155518
	Iteration 118Q: 3 clusters Score -867791.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -867797.437500 Penalty: 3009.155518
	Iteration 119Q: 3 clusters Score -867797.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -867802.062500 Penalty: 3009.155518
	Iteration 120F: 3 clusters Score -867802.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -867808.000000 Penalty: 3009.155518
	Iteration 121Q: 3 clusters Score -867808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -867810.937500 Penalty: 3009.155518
	Iteration 122Q: 3 clusters Score -867810.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -867814.312500 Penalty: 3009.155518
	Iteration 123Q: 3 clusters Score -867814.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -867816.125000 Penalty: 3009.155518
	Iteration 124Q: 3 clusters Score -867816.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -867816.562500 Penalty: 3009.155518
	Iteration 125Q: 3 clusters Score -867816.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -867821.062500 Penalty: 3009.155518
	Iteration 126Q: 3 clusters Score -867821.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -867827.312500 Penalty: 3009.155518
	Iteration 127Q: 3 clusters Score -867827.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -867831.750000 Penalty: 3009.155518
	Iteration 128Q: 3 clusters Score -867831.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -867836.937500 Penalty: 3009.155518
	Iteration 129Q: 3 clusters Score -867836.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -867843.687500 Penalty: 3009.155518
	Iteration 130Q: 3 clusters Score -867843.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -867851.062500 Penalty: 3009.155518
	Iteration 131Q: 3 clusters Score -867851.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -867861.000000 Penalty: 3009.155518
	Iteration 132Q: 3 clusters Score -867861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -867868.312500 Penalty: 3009.155518
	Iteration 133Q: 3 clusters Score -867868.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -867872.625000 Penalty: 3009.155518
	Iteration 134Q: 3 clusters Score -867872.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -867875.562500 Penalty: 3009.155518
	Iteration 135Q: 3 clusters Score -867875.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -867874.937500 Penalty: 3009.155518
	Iteration 136Q: 3 clusters Score -867874.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -867877.062500 Penalty: 3009.155518
	Iteration 137Q: 3 clusters Score -867877.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -867879.187500 Penalty: 3009.155518
	Iteration 138Q: 3 clusters Score -867879.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -867879.000000 Penalty: 3009.155518
	Iteration 139Q: 3 clusters Score -867879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -867881.312500 Penalty: 3009.155518
	Iteration 140F: 3 clusters Score -867881.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -867882.562500 Penalty: 3009.155518
	Iteration 141Q: 3 clusters Score -867882.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -867883.500000 Penalty: 3009.155518
	Iteration 142Q: 3 clusters Score -867883.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -867883.937500 Penalty: 3009.155518
	Iteration 143Q: 3 clusters Score -867883.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -867883.937500 Penalty: 3009.155518
	Iteration 144F: 3 clusters Score -867883.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Entering Unmasked Estep 
Score: -1330557.250000 Penalty: 1561.252197
	Iteration 0F: 2 clusters Score -1330557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1320245.500000 Penalty: 3122.504395
	Iteration 0F: 3 clusters Score -1320246 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1323934.500000 Penalty: 3122.504395
	Iteration 1F: 3 clusters Score -1323934 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1324331.250000 Penalty: 3122.504395
	Iteration 2F: 3 clusters Score -1324331 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1324728.625000 Penalty: 3122.504395
	Iteration 3F: 3 clusters Score -1324729 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1325167.750000 Penalty: 3122.504395
	Iteration 4F: 3 clusters Score -1325168 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1325676.000000 Penalty: 3122.504395
	Iteration 5F: 3 clusters Score -1325676 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1326270.000000 Penalty: 3122.504395
	Iteration 6F: 3 clusters Score -1326270 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1327018.375000 Penalty: 3122.504395
	Iteration 7F: 3 clusters Score -1327018 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1327827.750000 Penalty: 3122.504395
	Iteration 8F: 3 clusters Score -1327828 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1328577.125000 Penalty: 3122.504395
	Iteration 9F: 3 clusters Score -1328577 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1329074.000000 Penalty: 3122.504395
	Iteration 10Q: 3 clusters Score -1329074 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1329376.250000 Penalty: 3122.504395
	Iteration 11Q: 3 clusters Score -1329376 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1329565.750000 Penalty: 3122.504395
	Iteration 12Q: 3 clusters Score -1329566 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1329665.875000 Penalty: 3122.504395
	Iteration 13Q: 3 clusters Score -1329666 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1329733.875000 Penalty: 3122.504395
	Iteration 14Q: 3 clusters Score -1329734 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1329780.000000 Penalty: 3122.504395
	Iteration 15Q: 3 clusters Score -1329780 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1329807.625000 Penalty: 3122.504395
	Iteration 16Q: 3 clusters Score -1329808 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1329835.875000 Penalty: 3122.504395
	Iteration 17Q: 3 clusters Score -1329836 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1329861.000000 Penalty: 3122.504395
	Iteration 18Q: 3 clusters Score -1329861 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1329888.750000 Penalty: 3122.504395
	Iteration 19Q: 3 clusters Score -1329889 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1329909.125000 Penalty: 3122.504395
	Iteration 20F: 3 clusters Score -1329909 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1329917.000000 Penalty: 3122.504395
	Iteration 21Q: 3 clusters Score -1329917 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1329930.125000 Penalty: 3122.504395
	Iteration 22Q: 3 clusters Score -1329930 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1329939.625000 Penalty: 3122.504395
	Iteration 23Q: 3 clusters Score -1329940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1329947.000000 Penalty: 3122.504395
	Iteration 24Q: 3 clusters Score -1329947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1329949.125000 Penalty: 3122.504395
	Iteration 25Q: 3 clusters Score -1329949 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1329952.750000 Penalty: 3122.504395
	Iteration 26Q: 3 clusters Score -1329953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1329953.125000 Penalty: 3122.504395
	Iteration 27Q: 3 clusters Score -1329953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1329955.125000 Penalty: 3122.504395
	Iteration 28Q: 3 clusters Score -1329955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1329960.125000 Penalty: 3122.504395
	Iteration 29Q: 3 clusters Score -1329960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1329961.375000 Penalty: 3122.504395
	Iteration 30Q: 3 clusters Score -1329961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1329963.875000 Penalty: 3122.504395
	Iteration 31Q: 3 clusters Score -1329964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1329963.625000 Penalty: 3122.504395
	Iteration 32Q: 3 clusters Score -1329964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1329970.000000 Penalty: 3122.504395
	Iteration 33Q: 3 clusters Score -1329970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1329968.250000 Penalty: 3122.504395
	Iteration 34Q: 3 clusters Score -1329968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1329967.875000 Penalty: 3122.504395
	Iteration 35Q: 3 clusters Score -1329968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1329970.000000 Penalty: 3122.504395
	Iteration 36Q: 3 clusters Score -1329970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1329967.250000 Penalty: 3122.504395
	Iteration 37Q: 3 clusters Score -1329967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1329967.250000 Penalty: 3122.504395
	Iteration 38F: 3 clusters Score -1329967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Entering Unmasked Estep 
Score: -1023239.562500 Penalty: 1512.301025
	Iteration 0F: 2 clusters Score -1023240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1015552.812500 Penalty: 3024.602051
	Iteration 0F: 3 clusters Score -1015553 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1018170.750000 Penalty: 3024.602051
	Iteration 1F: 3 clusters Score -1018171 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1018453.562500 Penalty: 3024.602051
	Iteration 2F: 3 clusters Score -1018454 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1018705.250000 Penalty: 3024.602051
	Iteration 3Q: 3 clusters Score -1018705 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1018918.250000 Penalty: 3024.602051
	Iteration 4Q: 3 clusters Score -1018918 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1019104.937500 Penalty: 3024.602051
	Iteration 5Q: 3 clusters Score -1019105 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1019280.687500 Penalty: 3024.602051
	Iteration 6Q: 3 clusters Score -1019281 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1019460.687500 Penalty: 3024.602051
	Iteration 7Q: 3 clusters Score -1019461 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1019648.062500 Penalty: 3024.602051
	Iteration 8Q: 3 clusters Score -1019648 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1019842.250000 Penalty: 3024.602051
	Iteration 9Q: 3 clusters Score -1019842 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1020043.750000 Penalty: 3024.602051
	Iteration 10Q: 3 clusters Score -1020044 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1020275.312500 Penalty: 3024.602051
	Iteration 11Q: 3 clusters Score -1020275 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1020484.375000 Penalty: 3024.602051
	Iteration 12Q: 3 clusters Score -1020484 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1020690.125000 Penalty: 3024.602051
	Iteration 13Q: 3 clusters Score -1020690 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1020880.187500 Penalty: 3024.602051
	Iteration 14Q: 3 clusters Score -1020880 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1021028.062500 Penalty: 3024.602051
	Iteration 15Q: 3 clusters Score -1021028 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1021137.562500 Penalty: 3024.602051
	Iteration 16Q: 3 clusters Score -1021138 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1021228.187500 Penalty: 3024.602051
	Iteration 17Q: 3 clusters Score -1021228 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1021315.375000 Penalty: 3024.602051
	Iteration 18Q: 3 clusters Score -1021315 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1021414.875000 Penalty: 3024.602051
	Iteration 19Q: 3 clusters Score -1021415 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1021529.687500 Penalty: 3024.602051
	Iteration 20F: 3 clusters Score -1021530 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1021630.062500 Penalty: 3024.602051
	Iteration 21Q: 3 clusters Score -1021630 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1021736.562500 Penalty: 3024.602051
	Iteration 22Q: 3 clusters Score -1021737 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1021832.625000 Penalty: 3024.602051
	Iteration 23Q: 3 clusters Score -1021833 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1021915.625000 Penalty: 3024.602051
	Iteration 24Q: 3 clusters Score -1021916 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1021975.500000 Penalty: 3024.602051
	Iteration 25Q: 3 clusters Score -1021976 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1022021.812500 Penalty: 3024.602051
	Iteration 26Q: 3 clusters Score -1022022 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1022050.250000 Penalty: 3024.602051
	Iteration 27Q: 3 clusters Score -1022050 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1022070.375000 Penalty: 3024.602051
	Iteration 28Q: 3 clusters Score -1022070 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1022084.312500 Penalty: 3024.602051
	Iteration 29Q: 3 clusters Score -1022084 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1022092.875000 Penalty: 3024.602051
	Iteration 30Q: 3 clusters Score -1022093 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1022107.437500 Penalty: 3024.602051
	Iteration 31Q: 3 clusters Score -1022107 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1022117.187500 Penalty: 3024.602051
	Iteration 32Q: 3 clusters Score -1022117 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1022127.312500 Penalty: 3024.602051
	Iteration 33Q: 3 clusters Score -1022127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1022135.187500 Penalty: 3024.602051
	Iteration 34Q: 3 clusters Score -1022135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1022140.687500 Penalty: 3024.602051
	Iteration 35Q: 3 clusters Score -1022141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1022146.062500 Penalty: 3024.602051
	Iteration 36Q: 3 clusters Score -1022146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1022148.000000 Penalty: 3024.602051
	Iteration 37Q: 3 clusters Score -1022148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1022150.062500 Penalty: 3024.602051
	Iteration 38Q: 3 clusters Score -1022150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1022153.500000 Penalty: 3024.602051
	Iteration 39Q: 3 clusters Score -1022154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1022157.812500 Penalty: 3024.602051
	Iteration 40F: 3 clusters Score -1022158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1022160.687500 Penalty: 3024.602051
	Iteration 41Q: 3 clusters Score -1022161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1022166.250000 Penalty: 3024.602051
	Iteration 42Q: 3 clusters Score -1022166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1022170.500000 Penalty: 3024.602051
	Iteration 43Q: 3 clusters Score -1022170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1022171.062500 Penalty: 3024.602051
	Iteration 44Q: 3 clusters Score -1022171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1022172.625000 Penalty: 3024.602051
	Iteration 45Q: 3 clusters Score -1022173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1022175.187500 Penalty: 3024.602051
	Iteration 46Q: 3 clusters Score -1022175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1022175.562500 Penalty: 3024.602051
	Iteration 47Q: 3 clusters Score -1022176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1022173.875000 Penalty: 3024.602051
	Iteration 48Q: 3 clusters Score -1022174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1022175.062500 Penalty: 3024.602051
	Iteration 49Q: 3 clusters Score -1022175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1022175.812500 Penalty: 3024.602051
	Iteration 50Q: 3 clusters Score -1022176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1022177.250000 Penalty: 3024.602051
	Iteration 51Q: 3 clusters Score -1022177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1022179.562500 Penalty: 3024.602051
	Iteration 52Q: 3 clusters Score -1022180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1022179.812500 Penalty: 3024.602051
	Iteration 53Q: 3 clusters Score -1022180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1022182.062500 Penalty: 3024.602051
	Iteration 54Q: 3 clusters Score -1022182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1022182.500000 Penalty: 3024.602051
	Iteration 55Q: 3 clusters Score -1022182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1022182.500000 Penalty: 3024.602051
	Iteration 56F: 3 clusters Score -1022182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Entering Unmasked Estep 
Score: -475494.000000 Penalty: 1395.311523
	Iteration 0F: 2 clusters Score -475494 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 2634 members 
Entering Unmasked Estep 
Score: -471278.593750 Penalty: 2790.623047
	Iteration 0F: 3 clusters Score -471278.6 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -472544.031250 Penalty: 2790.623047
	Iteration 1F: 3 clusters Score -472544 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -472817.781250 Penalty: 2790.623047
	Iteration 2F: 3 clusters Score -472817.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -473062.812500 Penalty: 2790.623047
	Iteration 3F: 3 clusters Score -473062.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -473321.375000 Penalty: 2790.623047
	Iteration 4F: 3 clusters Score -473321.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -473592.375000 Penalty: 2790.623047
	Iteration 5F: 3 clusters Score -473592.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -473866.750000 Penalty: 2790.623047
	Iteration 6F: 3 clusters Score -473866.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -474111.500000 Penalty: 2790.623047
	Iteration 7F: 3 clusters Score -474111.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -474301.531250 Penalty: 2790.623047
	Iteration 8Q: 3 clusters Score -474301.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -474417.968750 Penalty: 2790.623047
	Iteration 9Q: 3 clusters Score -474418 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -474499.843750 Penalty: 2790.623047
	Iteration 10Q: 3 clusters Score -474499.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -474551.812500 Penalty: 2790.623047
	Iteration 11Q: 3 clusters Score -474551.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -474586.062500 Penalty: 2790.623047
	Iteration 12Q: 3 clusters Score -474586.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -474610.843750 Penalty: 2790.623047
	Iteration 13Q: 3 clusters Score -474610.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -474625.875000 Penalty: 2790.623047
	Iteration 14Q: 3 clusters Score -474625.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -474639.875000 Penalty: 2790.623047
	Iteration 15Q: 3 clusters Score -474639.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -474648.375000 Penalty: 2790.623047
	Iteration 16Q: 3 clusters Score -474648.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -474653.843750 Penalty: 2790.623047
	Iteration 17Q: 3 clusters Score -474653.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -474659.750000 Penalty: 2790.623047
	Iteration 18Q: 3 clusters Score -474659.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -474661.531250 Penalty: 2790.623047
	Iteration 19Q: 3 clusters Score -474661.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -474662.625000 Penalty: 2790.623047
	Iteration 20F: 3 clusters Score -474662.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -474664.625000 Penalty: 2790.623047
	Iteration 21Q: 3 clusters Score -474664.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -474664.906250 Penalty: 2790.623047
	Iteration 22Q: 3 clusters Score -474664.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -474665.281250 Penalty: 2790.623047
	Iteration 23Q: 3 clusters Score -474665.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -474666.312500 Penalty: 2790.623047
	Iteration 24Q: 3 clusters Score -474666.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -474666.437500 Penalty: 2790.623047
	Iteration 25Q: 3 clusters Score -474666.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -474666.750000 Penalty: 2790.623047
	Iteration 26Q: 3 clusters Score -474666.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -474667.375000 Penalty: 2790.623047
	Iteration 27Q: 3 clusters Score -474667.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -474667.375000 Penalty: 2790.623047
	Iteration 28F: 3 clusters Score -474667.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (129638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129638 members 
Entering Unmasked Estep 
Score: -11793000.000000 Penalty: 1913.031372
	Iteration 0F: 2 clusters Score -1.1793e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65048 members 
Mstep: Class 2 contains 64590 members 
Entering Unmasked Estep 
Score: -11706063.000000 Penalty: 3826.062744
	Iteration 0F: 3 clusters Score -1.170606e+07 nChanged 62216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68268 members 
Mstep: Class 2 contains 61370 members 
Entering Unmasked Estep 
Score: -11742903.000000 Penalty: 3826.062744
	Iteration 1F: 3 clusters Score -1.17429e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70368 members 
Mstep: Class 2 contains 59270 members 
Entering Unmasked Estep 
Score: -11743936.000000 Penalty: 3826.062744
	Iteration 2Q: 3 clusters Score -1.174394e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73753 members 
Mstep: Class 2 contains 55885 members 
Entering Unmasked Estep 
Score: -11745584.000000 Penalty: 3826.062744
	Iteration 3Q: 3 clusters Score -1.174558e+07 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78900 members 
Mstep: Class 2 contains 50738 members 
Entering Unmasked Estep 
Score: -11748349.000000 Penalty: 3826.062744
	Iteration 4Q: 3 clusters Score -1.174835e+07 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86136 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -11753072.000000 Penalty: 3826.062744
	Iteration 5F: 3 clusters Score -1.175307e+07 nChanged 9697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95567 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -11760293.000000 Penalty: 3826.062744
	Iteration 6F: 3 clusters Score -1.176029e+07 nChanged 10674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106085 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -11769536.000000 Penalty: 3826.062744
	Iteration 7F: 3 clusters Score -1.176954e+07 nChanged 9450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115495 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -11778314.000000 Penalty: 3826.062744
	Iteration 8F: 3 clusters Score -1.177831e+07 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122353 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -11784850.000000 Penalty: 3826.062744
	Iteration 9F: 3 clusters Score -1.178485e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126379 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -11788657.000000 Penalty: 3826.062744
	Iteration 10Q: 3 clusters Score -1.178866e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128286 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -11790239.000000 Penalty: 3826.062744
	Iteration 11Q: 3 clusters Score -1.179024e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129022 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -11790848.000000 Penalty: 3826.062744
	Iteration 12Q: 3 clusters Score -1.179085e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129291 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -11791115.000000 Penalty: 3826.062744
	Iteration 13Q: 3 clusters Score -1.179112e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129381 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -11791226.000000 Penalty: 3826.062744
	Iteration 14Q: 3 clusters Score -1.179123e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129414 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -11791289.000000 Penalty: 3826.062744
	Iteration 15Q: 3 clusters Score -1.179129e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129430 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -11791330.000000 Penalty: 3826.062744
	Iteration 16Q: 3 clusters Score -1.179133e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129433 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -11791352.000000 Penalty: 3826.062744
	Iteration 17Q: 3 clusters Score -1.179135e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129442 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -11791361.000000 Penalty: 3826.062744
	Iteration 18Q: 3 clusters Score -1.179136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129443 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -11791367.000000 Penalty: 3826.062744
	Iteration 19Q: 3 clusters Score -1.179137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129445 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -11791374.000000 Penalty: 3826.062744
	Iteration 20F: 3 clusters Score -1.179137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129448 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -11791380.000000 Penalty: 3826.062744
	Iteration 21Q: 3 clusters Score -1.179138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129450 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -11791382.000000 Penalty: 3826.062744
	Iteration 22Q: 3 clusters Score -1.179138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129447 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -11791380.000000 Penalty: 3826.062744
	Iteration 23Q: 3 clusters Score -1.179138e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129447 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -11791380.000000 Penalty: 3826.062744
	Iteration 24F: 3 clusters Score -1.179138e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Entering Unmasked Estep 
Score: -1483892.375000 Penalty: 1594.739502
	Iteration 0F: 2 clusters Score -1483892 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 9111 members 
Entering Unmasked Estep 
Score: -1471382.875000 Penalty: 3189.479004
	Iteration 0F: 3 clusters Score -1471383 nChanged 8188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1476074.000000 Penalty: 3189.479004
	Iteration 1F: 3 clusters Score -1476074 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1476831.500000 Penalty: 3189.479004
	Iteration 2F: 3 clusters Score -1476832 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1477712.000000 Penalty: 3189.479004
	Iteration 3F: 3 clusters Score -1477712 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1478687.375000 Penalty: 3189.479004
	Iteration 4F: 3 clusters Score -1478687 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1479556.875000 Penalty: 3189.479004
	Iteration 5F: 3 clusters Score -1479557 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1480246.250000 Penalty: 3189.479004
	Iteration 6F: 3 clusters Score -1480246 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1480748.250000 Penalty: 3189.479004
	Iteration 7F: 3 clusters Score -1480748 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1481116.625000 Penalty: 3189.479004
	Iteration 8Q: 3 clusters Score -1481117 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1481392.250000 Penalty: 3189.479004
	Iteration 9Q: 3 clusters Score -1481392 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1481600.125000 Penalty: 3189.479004
	Iteration 10Q: 3 clusters Score -1481600 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1481785.750000 Penalty: 3189.479004
	Iteration 11Q: 3 clusters Score -1481786 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1481961.375000 Penalty: 3189.479004
	Iteration 12Q: 3 clusters Score -1481961 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1482117.750000 Penalty: 3189.479004
	Iteration 13Q: 3 clusters Score -1482118 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1482229.750000 Penalty: 3189.479004
	Iteration 14Q: 3 clusters Score -1482230 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1482296.500000 Penalty: 3189.479004
	Iteration 15Q: 3 clusters Score -1482296 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1482355.250000 Penalty: 3189.479004
	Iteration 16Q: 3 clusters Score -1482355 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1482399.250000 Penalty: 3189.479004
	Iteration 17Q: 3 clusters Score -1482399 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1482444.500000 Penalty: 3189.479004
	Iteration 18Q: 3 clusters Score -1482444 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1482493.250000 Penalty: 3189.479004
	Iteration 19Q: 3 clusters Score -1482493 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1482529.375000 Penalty: 3189.479004
	Iteration 20F: 3 clusters Score -1482529 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1482559.750000 Penalty: 3189.479004
	Iteration 21Q: 3 clusters Score -1482560 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1482591.000000 Penalty: 3189.479004
	Iteration 22Q: 3 clusters Score -1482591 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1482617.875000 Penalty: 3189.479004
	Iteration 23Q: 3 clusters Score -1482618 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1482640.875000 Penalty: 3189.479004
	Iteration 24Q: 3 clusters Score -1482641 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1482659.750000 Penalty: 3189.479004
	Iteration 25Q: 3 clusters Score -1482660 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1482680.000000 Penalty: 3189.479004
	Iteration 26Q: 3 clusters Score -1482680 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1482696.625000 Penalty: 3189.479004
	Iteration 27Q: 3 clusters Score -1482697 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1482703.500000 Penalty: 3189.479004
	Iteration 28Q: 3 clusters Score -1482704 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1482715.750000 Penalty: 3189.479004
	Iteration 29Q: 3 clusters Score -1482716 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1482721.000000 Penalty: 3189.479004
	Iteration 30Q: 3 clusters Score -1482721 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1482736.500000 Penalty: 3189.479004
	Iteration 31Q: 3 clusters Score -1482736 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1482749.500000 Penalty: 3189.479004
	Iteration 32Q: 3 clusters Score -1482750 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1482753.875000 Penalty: 3189.479004
	Iteration 33Q: 3 clusters Score -1482754 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1482764.500000 Penalty: 3189.479004
	Iteration 34Q: 3 clusters Score -1482764 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1482775.875000 Penalty: 3189.479004
	Iteration 35Q: 3 clusters Score -1482776 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1482787.375000 Penalty: 3189.479004
	Iteration 36Q: 3 clusters Score -1482787 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1482794.500000 Penalty: 3189.479004
	Iteration 37Q: 3 clusters Score -1482794 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1482806.875000 Penalty: 3189.479004
	Iteration 38Q: 3 clusters Score -1482807 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1482817.125000 Penalty: 3189.479004
	Iteration 39Q: 3 clusters Score -1482817 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1482824.375000 Penalty: 3189.479004
	Iteration 40F: 3 clusters Score -1482824 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1482837.500000 Penalty: 3189.479004
	Iteration 41Q: 3 clusters Score -1482838 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1482834.500000 Penalty: 3189.479004
	Iteration 42Q: 3 clusters Score -1482834 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1482842.000000 Penalty: 3189.479004
	Iteration 43Q: 3 clusters Score -1482842 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1482850.625000 Penalty: 3189.479004
	Iteration 44Q: 3 clusters Score -1482851 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1482869.625000 Penalty: 3189.479004
	Iteration 45Q: 3 clusters Score -1482870 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1482877.625000 Penalty: 3189.479004
	Iteration 46Q: 3 clusters Score -1482878 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1482887.500000 Penalty: 3189.479004
	Iteration 47Q: 3 clusters Score -1482888 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1482909.625000 Penalty: 3189.479004
	Iteration 48Q: 3 clusters Score -1482910 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1482925.875000 Penalty: 3189.479004
	Iteration 49Q: 3 clusters Score -1482926 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1482940.875000 Penalty: 3189.479004
	Iteration 50Q: 3 clusters Score -1482941 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1482945.750000 Penalty: 3189.479004
	Iteration 51Q: 3 clusters Score -1482946 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1482948.500000 Penalty: 3189.479004
	Iteration 52Q: 3 clusters Score -1482948 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1482949.875000 Penalty: 3189.479004
	Iteration 53Q: 3 clusters Score -1482950 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1482954.500000 Penalty: 3189.479004
	Iteration 54Q: 3 clusters Score -1482954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1482962.875000 Penalty: 3189.479004
	Iteration 55Q: 3 clusters Score -1482963 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1482966.500000 Penalty: 3189.479004
	Iteration 56Q: 3 clusters Score -1482966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1482974.750000 Penalty: 3189.479004
	Iteration 57Q: 3 clusters Score -1482975 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1482979.250000 Penalty: 3189.479004
	Iteration 58Q: 3 clusters Score -1482979 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1482980.875000 Penalty: 3189.479004
	Iteration 59Q: 3 clusters Score -1482981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1482987.000000 Penalty: 3189.479004
	Iteration 60F: 3 clusters Score -1482987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1482988.875000 Penalty: 3189.479004
	Iteration 61Q: 3 clusters Score -1482989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1482989.250000 Penalty: 3189.479004
	Iteration 62Q: 3 clusters Score -1482989 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1482990.000000 Penalty: 3189.479004
	Iteration 63Q: 3 clusters Score -1482990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1482991.125000 Penalty: 3189.479004
	Iteration 64Q: 3 clusters Score -1482991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1482994.250000 Penalty: 3189.479004
	Iteration 65Q: 3 clusters Score -1482994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1482992.125000 Penalty: 3189.479004
	Iteration 66Q: 3 clusters Score -1482992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1482991.375000 Penalty: 3189.479004
	Iteration 67Q: 3 clusters Score -1482991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1482993.750000 Penalty: 3189.479004
	Iteration 68Q: 3 clusters Score -1482994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1482997.500000 Penalty: 3189.479004
	Iteration 69Q: 3 clusters Score -1482998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1482998.125000 Penalty: 3189.479004
	Iteration 70Q: 3 clusters Score -1482998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1483002.125000 Penalty: 3189.479004
	Iteration 71Q: 3 clusters Score -1483002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1483000.125000 Penalty: 3189.479004
	Iteration 72Q: 3 clusters Score -1483000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1483002.500000 Penalty: 3189.479004
	Iteration 73Q: 3 clusters Score -1483002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1483005.500000 Penalty: 3189.479004
	Iteration 74Q: 3 clusters Score -1483006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1483004.125000 Penalty: 3189.479004
	Iteration 75Q: 3 clusters Score -1483004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1483003.750000 Penalty: 3189.479004
	Iteration 76Q: 3 clusters Score -1483004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1483007.125000 Penalty: 3189.479004
	Iteration 77Q: 3 clusters Score -1483007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1483007.500000 Penalty: 3189.479004
	Iteration 78Q: 3 clusters Score -1483008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1483007.125000 Penalty: 3189.479004
	Iteration 79Q: 3 clusters Score -1483007 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1483011.000000 Penalty: 3189.479004
	Iteration 80F: 3 clusters Score -1483011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1483008.875000 Penalty: 3189.479004
	Iteration 81Q: 3 clusters Score -1483009 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1483020.875000 Penalty: 3189.479004
	Iteration 82Q: 3 clusters Score -1483021 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1483022.375000 Penalty: 3189.479004
	Iteration 83Q: 3 clusters Score -1483022 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1483026.000000 Penalty: 3189.479004
	Iteration 84Q: 3 clusters Score -1483026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1483027.125000 Penalty: 3189.479004
	Iteration 85Q: 3 clusters Score -1483027 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1483029.000000 Penalty: 3189.479004
	Iteration 86Q: 3 clusters Score -1483029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1483027.875000 Penalty: 3189.479004
	Iteration 87Q: 3 clusters Score -1483028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1483033.375000 Penalty: 3189.479004
	Iteration 88Q: 3 clusters Score -1483033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1483033.000000 Penalty: 3189.479004
	Iteration 89Q: 3 clusters Score -1483033 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1483034.750000 Penalty: 3189.479004
	Iteration 90Q: 3 clusters Score -1483035 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1483040.625000 Penalty: 3189.479004
	Iteration 91Q: 3 clusters Score -1483041 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1483040.500000 Penalty: 3189.479004
	Iteration 92Q: 3 clusters Score -1483040 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1483045.875000 Penalty: 3189.479004
	Iteration 93Q: 3 clusters Score -1483046 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1483047.000000 Penalty: 3189.479004
	Iteration 94Q: 3 clusters Score -1483047 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1483052.000000 Penalty: 3189.479004
	Iteration 95Q: 3 clusters Score -1483052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1483054.500000 Penalty: 3189.479004
	Iteration 96Q: 3 clusters Score -1483054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1483056.125000 Penalty: 3189.479004
	Iteration 97Q: 3 clusters Score -1483056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1483059.125000 Penalty: 3189.479004
	Iteration 98Q: 3 clusters Score -1483059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1483063.500000 Penalty: 3189.479004
	Iteration 99Q: 3 clusters Score -1483064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1483064.750000 Penalty: 3189.479004
	Iteration 100F: 3 clusters Score -1483065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1483064.125000 Penalty: 3189.479004
	Iteration 101Q: 3 clusters Score -1483064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1483064.375000 Penalty: 3189.479004
	Iteration 102Q: 3 clusters Score -1483064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1483064.625000 Penalty: 3189.479004
	Iteration 103Q: 3 clusters Score -1483065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1483065.625000 Penalty: 3189.479004
	Iteration 104Q: 3 clusters Score -1483066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1483065.875000 Penalty: 3189.479004
	Iteration 105Q: 3 clusters Score -1483066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1483066.000000 Penalty: 3189.479004
	Iteration 106Q: 3 clusters Score -1483066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1483067.500000 Penalty: 3189.479004
	Iteration 107Q: 3 clusters Score -1483068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1483069.250000 Penalty: 3189.479004
	Iteration 108Q: 3 clusters Score -1483069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1483070.750000 Penalty: 3189.479004
	Iteration 109Q: 3 clusters Score -1483071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1483071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1483072.625000 Penalty: 3189.479004
	Iteration 111Q: 3 clusters Score -1483073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1483075.875000 Penalty: 3189.479004
	Iteration 112Q: 3 clusters Score -1483076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1483078.625000 Penalty: 3189.479004
	Iteration 113Q: 3 clusters Score -1483079 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1483077.750000 Penalty: 3189.479004
	Iteration 114Q: 3 clusters Score -1483078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1483080.125000 Penalty: 3189.479004
	Iteration 115Q: 3 clusters Score -1483080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1483080.000000 Penalty: 3189.479004
	Iteration 116Q: 3 clusters Score -1483080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1483084.750000 Penalty: 3189.479004
	Iteration 117Q: 3 clusters Score -1483085 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1483084.000000 Penalty: 3189.479004
	Iteration 118Q: 3 clusters Score -1483084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1483085.500000 Penalty: 3189.479004
	Iteration 119Q: 3 clusters Score -1483086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1483094.250000 Penalty: 3189.479004
	Iteration 120F: 3 clusters Score -1483094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1483092.375000 Penalty: 3189.479004
	Iteration 121Q: 3 clusters Score -1483092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1483095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1483093.250000 Penalty: 3189.479004
	Iteration 123Q: 3 clusters Score -1483093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1483097.250000 Penalty: 3189.479004
	Iteration 124Q: 3 clusters Score -1483097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1483097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1483099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1483099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1483101.000000 Penalty: 3189.479004
	Iteration 128Q: 3 clusters Score -1483101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1483102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1483102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1483100.250000 Penalty: 3189.479004
	Iteration 131Q: 3 clusters Score -1483100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1483103.000000 Penalty: 3189.479004
	Iteration 132Q: 3 clusters Score -1483103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1483104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1483105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1483102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1483102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1483103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1483106.625000 Penalty: 3189.479004
	Iteration 138Q: 3 clusters Score -1483107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1483105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1483108.125000 Penalty: 3189.479004
	Iteration 140F: 3 clusters Score -1483108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1483105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1483103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1483108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1483107.250000 Penalty: 3189.479004
	Iteration 144Q: 3 clusters Score -1483107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1483110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1483109.375000 Penalty: 3189.479004
	Iteration 146Q: 3 clusters Score -1483109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1483115.000000 Penalty: 3189.479004
	Iteration 147Q: 3 clusters Score -1483115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1483118.125000 Penalty: 3189.479004
	Iteration 148Q: 3 clusters Score -1483118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1483123.125000 Penalty: 3189.479004
	Iteration 149Q: 3 clusters Score -1483123 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1483126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1483133.125000 Penalty: 3189.479004
	Iteration 151Q: 3 clusters Score -1483133 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1483132.250000 Penalty: 3189.479004
	Iteration 152Q: 3 clusters Score -1483132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1483131 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1483134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1483138.125000 Penalty: 3189.479004
	Iteration 155Q: 3 clusters Score -1483138 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1483135.125000 Penalty: 3189.479004
	Iteration 156Q: 3 clusters Score -1483135 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1483143.625000 Penalty: 3189.479004
	Iteration 157Q: 3 clusters Score -1483144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1483150.750000 Penalty: 3189.479004
	Iteration 158Q: 3 clusters Score -1483151 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1483153.875000 Penalty: 3189.479004
	Iteration 159Q: 3 clusters Score -1483154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1483157.000000 Penalty: 3189.479004
	Iteration 160F: 3 clusters Score -1483157 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1483167.750000 Penalty: 3189.479004
	Iteration 161Q: 3 clusters Score -1483168 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1483170.000000 Penalty: 3189.479004
	Iteration 162Q: 3 clusters Score -1483170 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1483182.125000 Penalty: 3189.479004
	Iteration 163Q: 3 clusters Score -1483182 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1483183.125000 Penalty: 3189.479004
	Iteration 164Q: 3 clusters Score -1483183 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1483190.500000 Penalty: 3189.479004
	Iteration 165Q: 3 clusters Score -1483190 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1483193.500000 Penalty: 3189.479004
	Iteration 166Q: 3 clusters Score -1483194 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1483206.750000 Penalty: 3189.479004
	Iteration 167Q: 3 clusters Score -1483207 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1483211.125000 Penalty: 3189.479004
	Iteration 168Q: 3 clusters Score -1483211 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1483217.500000 Penalty: 3189.479004
	Iteration 169Q: 3 clusters Score -1483218 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1483223.750000 Penalty: 3189.479004
	Iteration 170Q: 3 clusters Score -1483224 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1483225.625000 Penalty: 3189.479004
	Iteration 171Q: 3 clusters Score -1483226 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1483229.000000 Penalty: 3189.479004
	Iteration 172Q: 3 clusters Score -1483229 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1483230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1483228.250000 Penalty: 3189.479004
	Iteration 174Q: 3 clusters Score -1483228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1483234.125000 Penalty: 3189.479004
	Iteration 175Q: 3 clusters Score -1483234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1483238.375000 Penalty: 3189.479004
	Iteration 176Q: 3 clusters Score -1483238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1483239.750000 Penalty: 3189.479004
	Iteration 177Q: 3 clusters Score -1483240 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1483246.125000 Penalty: 3189.479004
	Iteration 178Q: 3 clusters Score -1483246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1483245.625000 Penalty: 3189.479004
	Iteration 179Q: 3 clusters Score -1483246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1483250.750000 Penalty: 3189.479004
	Iteration 180F: 3 clusters Score -1483251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1483253.125000 Penalty: 3189.479004
	Iteration 181Q: 3 clusters Score -1483253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1483256.625000 Penalty: 3189.479004
	Iteration 182Q: 3 clusters Score -1483257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1483255.875000 Penalty: 3189.479004
	Iteration 183Q: 3 clusters Score -1483256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -1483255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1483254.125000 Penalty: 3189.479004
	Iteration 185Q: 3 clusters Score -1483254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -1483256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1483264.375000 Penalty: 3189.479004
	Iteration 187Q: 3 clusters Score -1483264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -1483266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1483264.250000 Penalty: 3189.479004
	Iteration 189Q: 3 clusters Score -1483264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1483270.125000 Penalty: 3189.479004
	Iteration 190Q: 3 clusters Score -1483270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1483270.875000 Penalty: 3189.479004
	Iteration 191Q: 3 clusters Score -1483271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1483273.250000 Penalty: 3189.479004
	Iteration 192Q: 3 clusters Score -1483273 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1483272.875000 Penalty: 3189.479004
	Iteration 193Q: 3 clusters Score -1483273 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1483281.125000 Penalty: 3189.479004
	Iteration 194Q: 3 clusters Score -1483281 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1483282.625000 Penalty: 3189.479004
	Iteration 195Q: 3 clusters Score -1483283 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1483287.000000 Penalty: 3189.479004
	Iteration 196Q: 3 clusters Score -1483287 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1483286.750000 Penalty: 3189.479004
	Iteration 197Q: 3 clusters Score -1483287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1483288.375000 Penalty: 3189.479004
	Iteration 198Q: 3 clusters Score -1483288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1483287.500000 Penalty: 3189.479004
	Iteration 199Q: 3 clusters Score -1483288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1483290.125000 Penalty: 3189.479004
	Iteration 200F: 3 clusters Score -1483290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1483291.875000 Penalty: 3189.479004
	Iteration 201Q: 3 clusters Score -1483292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1483293.500000 Penalty: 3189.479004
	Iteration 202Q: 3 clusters Score -1483294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1483294.625000 Penalty: 3189.479004
	Iteration 203Q: 3 clusters Score -1483295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1483294.875000 Penalty: 3189.479004
	Iteration 204Q: 3 clusters Score -1483295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1483295.500000 Penalty: 3189.479004
	Iteration 205Q: 3 clusters Score -1483296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1483294.750000 Penalty: 3189.479004
	Iteration 206Q: 3 clusters Score -1483295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1483297.625000 Penalty: 3189.479004
	Iteration 207Q: 3 clusters Score -1483298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1483299.375000 Penalty: 3189.479004
	Iteration 208Q: 3 clusters Score -1483299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1483301.750000 Penalty: 3189.479004
	Iteration 209Q: 3 clusters Score -1483302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1483305.375000 Penalty: 3189.479004
	Iteration 210Q: 3 clusters Score -1483305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1483301.000000 Penalty: 3189.479004
	Iteration 211Q: 3 clusters Score -1483301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1483304.125000 Penalty: 3189.479004
	Iteration 212Q: 3 clusters Score -1483304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1483305.375000 Penalty: 3189.479004
	Iteration 213Q: 3 clusters Score -1483305 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1483305.875000 Penalty: 3189.479004
	Iteration 214Q: 3 clusters Score -1483306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1483309.125000 Penalty: 3189.479004
	Iteration 215Q: 3 clusters Score -1483309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1483311.000000 Penalty: 3189.479004
	Iteration 216Q: 3 clusters Score -1483311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1483314.000000 Penalty: 3189.479004
	Iteration 217Q: 3 clusters Score -1483314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1483315.625000 Penalty: 3189.479004
	Iteration 218Q: 3 clusters Score -1483316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1483315.125000 Penalty: 3189.479004
	Iteration 219Q: 3 clusters Score -1483315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1483314.375000 Penalty: 3189.479004
	Iteration 220F: 3 clusters Score -1483314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1483315.125000 Penalty: 3189.479004
	Iteration 221Q: 3 clusters Score -1483315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1483317.250000 Penalty: 3189.479004
	Iteration 222Q: 3 clusters Score -1483317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1483314.625000 Penalty: 3189.479004
	Iteration 223Q: 3 clusters Score -1483315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1483313.625000 Penalty: 3189.479004
	Iteration 224Q: 3 clusters Score -1483314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1483314.000000 Penalty: 3189.479004
	Iteration 225Q: 3 clusters Score -1483314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1483315.500000 Penalty: 3189.479004
	Iteration 226Q: 3 clusters Score -1483316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1483318.125000 Penalty: 3189.479004
	Iteration 227Q: 3 clusters Score -1483318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1483316.250000 Penalty: 3189.479004
	Iteration 228Q: 3 clusters Score -1483316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1483321.375000 Penalty: 3189.479004
	Iteration 229Q: 3 clusters Score -1483321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1483322.875000 Penalty: 3189.479004
	Iteration 230Q: 3 clusters Score -1483323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1483320.625000 Penalty: 3189.479004
	Iteration 231Q: 3 clusters Score -1483321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1483321.250000 Penalty: 3189.479004
	Iteration 232Q: 3 clusters Score -1483321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1483320.000000 Penalty: 3189.479004
	Iteration 233Q: 3 clusters Score -1483320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1483323.000000 Penalty: 3189.479004
	Iteration 234Q: 3 clusters Score -1483323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1483323.125000 Penalty: 3189.479004
	Iteration 235Q: 3 clusters Score -1483323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1483323.750000 Penalty: 3189.479004
	Iteration 236Q: 3 clusters Score -1483324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1483323.125000 Penalty: 3189.479004
	Iteration 237Q: 3 clusters Score -1483323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1483325.250000 Penalty: 3189.479004
	Iteration 238Q: 3 clusters Score -1483325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1483325.750000 Penalty: 3189.479004
	Iteration 239Q: 3 clusters Score -1483326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1483327.625000 Penalty: 3189.479004
	Iteration 240F: 3 clusters Score -1483328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1483325.125000 Penalty: 3189.479004
	Iteration 241Q: 3 clusters Score -1483325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1483331.375000 Penalty: 3189.479004
	Iteration 242Q: 3 clusters Score -1483331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1483333.625000 Penalty: 3189.479004
	Iteration 243Q: 3 clusters Score -1483334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1483336.500000 Penalty: 3189.479004
	Iteration 244Q: 3 clusters Score -1483336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1483336.000000 Penalty: 3189.479004
	Iteration 245Q: 3 clusters Score -1483336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1483335.375000 Penalty: 3189.479004
	Iteration 246Q: 3 clusters Score -1483335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1483340.750000 Penalty: 3189.479004
	Iteration 247Q: 3 clusters Score -1483341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1483339.750000 Penalty: 3189.479004
	Iteration 248Q: 3 clusters Score -1483340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1483339.750000 Penalty: 3189.479004
	Iteration 249Q: 3 clusters Score -1483340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1483340.125000 Penalty: 3189.479004
	Iteration 250Q: 3 clusters Score -1483340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1483336.875000 Penalty: 3189.479004
	Iteration 251Q: 3 clusters Score -1483337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1483338.875000 Penalty: 3189.479004
	Iteration 252Q: 3 clusters Score -1483339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1483342.125000 Penalty: 3189.479004
	Iteration 253Q: 3 clusters Score -1483342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1483343.500000 Penalty: 3189.479004
	Iteration 254Q: 3 clusters Score -1483344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1483339.875000 Penalty: 3189.479004
	Iteration 255Q: 3 clusters Score -1483340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1483344.250000 Penalty: 3189.479004
	Iteration 256Q: 3 clusters Score -1483344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1483346.125000 Penalty: 3189.479004
	Iteration 257Q: 3 clusters Score -1483346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1483344.125000 Penalty: 3189.479004
	Iteration 258Q: 3 clusters Score -1483344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1483342.875000 Penalty: 3189.479004
	Iteration 259Q: 3 clusters Score -1483343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1483343.375000 Penalty: 3189.479004
	Iteration 260F: 3 clusters Score -1483343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1483347.125000 Penalty: 3189.479004
	Iteration 261Q: 3 clusters Score -1483347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1483347.250000 Penalty: 3189.479004
	Iteration 262Q: 3 clusters Score -1483347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1483346.375000 Penalty: 3189.479004
	Iteration 263Q: 3 clusters Score -1483346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1483346.875000 Penalty: 3189.479004
	Iteration 264Q: 3 clusters Score -1483347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1483346.500000 Penalty: 3189.479004
	Iteration 265Q: 3 clusters Score -1483346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1483347.625000 Penalty: 3189.479004
	Iteration 266Q: 3 clusters Score -1483348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1483344.750000 Penalty: 3189.479004
	Iteration 267Q: 3 clusters Score -1483345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1483349.125000 Penalty: 3189.479004
	Iteration 268Q: 3 clusters Score -1483349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1483349.375000 Penalty: 3189.479004
	Iteration 269Q: 3 clusters Score -1483349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1483347.750000 Penalty: 3189.479004
	Iteration 270Q: 3 clusters Score -1483348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1483349.125000 Penalty: 3189.479004
	Iteration 271Q: 3 clusters Score -1483349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1483348.375000 Penalty: 3189.479004
	Iteration 272Q: 3 clusters Score -1483348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1483351.375000 Penalty: 3189.479004
	Iteration 273Q: 3 clusters Score -1483351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1483348.250000 Penalty: 3189.479004
	Iteration 274Q: 3 clusters Score -1483348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1483350.250000 Penalty: 3189.479004
	Iteration 275Q: 3 clusters Score -1483350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1483346.375000 Penalty: 3189.479004
	Iteration 276Q: 3 clusters Score -1483346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1483345.500000 Penalty: 3189.479004
	Iteration 277Q: 3 clusters Score -1483346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1483347.375000 Penalty: 3189.479004
	Iteration 278Q: 3 clusters Score -1483347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1483348.375000 Penalty: 3189.479004
	Iteration 279Q: 3 clusters Score -1483348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1483348.250000 Penalty: 3189.479004
	Iteration 280F: 3 clusters Score -1483348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1483347.625000 Penalty: 3189.479004
	Iteration 281Q: 3 clusters Score -1483348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1483347.625000 Penalty: 3189.479004
	Iteration 282F: 3 clusters Score -1483348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Entering Unmasked Estep 
Score: -154169.234375 Penalty: 1245.608765
	Iteration 0F: 2 clusters Score -154169.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -152063.234375 Penalty: 2491.217529
	Iteration 0F: 3 clusters Score -152063.2 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -152823.046875 Penalty: 2491.217529
	Iteration 1F: 3 clusters Score -152823 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -153215.093750 Penalty: 2491.217529
	Iteration 2F: 3 clusters Score -153215.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -153566.046875 Penalty: 2491.217529
	Iteration 3F: 3 clusters Score -153566 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -153925.843750 Penalty: 2491.217529
	Iteration 4F: 3 clusters Score -153925.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -154343.500000 Penalty: 2491.217529
	Iteration 5F: 3 clusters Score -154343.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -154729.406250 Penalty: 2491.217529
	Iteration 6F: 3 clusters Score -154729.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -155009.265625 Penalty: 2491.217529
	Iteration 7F: 3 clusters Score -155009.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -155162.187500 Penalty: 2491.217529
	Iteration 8Q: 3 clusters Score -155162.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -155267.093750 Penalty: 2491.217529
	Iteration 9Q: 3 clusters Score -155267.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -155336.171875 Penalty: 2491.217529
	Iteration 10Q: 3 clusters Score -155336.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -155379.906250 Penalty: 2491.217529
	Iteration 11Q: 3 clusters Score -155379.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -155398.078125 Penalty: 2491.217529
	Iteration 12Q: 3 clusters Score -155398.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -155406.218750 Penalty: 2491.217529
	Iteration 13Q: 3 clusters Score -155406.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -155412.312500 Penalty: 2491.217529
	Iteration 14Q: 3 clusters Score -155412.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -155412.515625 Penalty: 2491.217529
	Iteration 15Q: 3 clusters Score -155412.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -155414.109375 Penalty: 2491.217529
	Iteration 16F: 3 clusters Score -155414.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -155419.359375 Penalty: 2491.217529
	Iteration 17Q: 3 clusters Score -155419.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -155420.312500 Penalty: 2491.217529
	Iteration 18Q: 3 clusters Score -155420.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -155422.531250 Penalty: 2491.217529
	Iteration 19Q: 3 clusters Score -155422.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -155424.953125 Penalty: 2491.217529
	Iteration 20F: 3 clusters Score -155425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -155427.234375 Penalty: 2491.217529
	Iteration 21Q: 3 clusters Score -155427.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -155428.140625 Penalty: 2491.217529
	Iteration 22Q: 3 clusters Score -155428.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -155430.093750 Penalty: 2491.217529
	Iteration 23Q: 3 clusters Score -155430.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -155431.859375 Penalty: 2491.217529
	Iteration 24Q: 3 clusters Score -155431.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -155434.000000 Penalty: 2491.217529
	Iteration 25Q: 3 clusters Score -155434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -155435.296875 Penalty: 2491.217529
	Iteration 26Q: 3 clusters Score -155435.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -155437.296875 Penalty: 2491.217529
	Iteration 27Q: 3 clusters Score -155437.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -155441.093750 Penalty: 2491.217529
	Iteration 28Q: 3 clusters Score -155441.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -155445.343750 Penalty: 2491.217529
	Iteration 29Q: 3 clusters Score -155445.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -155451.234375 Penalty: 2491.217529
	Iteration 30Q: 3 clusters Score -155451.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -155460.015625 Penalty: 2491.217529
	Iteration 31Q: 3 clusters Score -155460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -155470.765625 Penalty: 2491.217529
	Iteration 32Q: 3 clusters Score -155470.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -155476.921875 Penalty: 2491.217529
	Iteration 33Q: 3 clusters Score -155476.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -155495.546875 Penalty: 2491.217529
	Iteration 34Q: 3 clusters Score -155495.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -155507.875000 Penalty: 2491.217529
	Iteration 35Q: 3 clusters Score -155507.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -155520.265625 Penalty: 2491.217529
	Iteration 36Q: 3 clusters Score -155520.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -155524.171875 Penalty: 2491.217529
	Iteration 37Q: 3 clusters Score -155524.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -155531.984375 Penalty: 2491.217529
	Iteration 38Q: 3 clusters Score -155532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -155540.687500 Penalty: 2491.217529
	Iteration 39Q: 3 clusters Score -155540.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -155543.046875 Penalty: 2491.217529
	Iteration 40F: 3 clusters Score -155543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -155548.562500 Penalty: 2491.217529
	Iteration 41Q: 3 clusters Score -155548.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -155569.218750 Penalty: 2491.217529
	Iteration 42Q: 3 clusters Score -155569.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -155590.750000 Penalty: 2491.217529
	Iteration 43Q: 3 clusters Score -155590.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -155609.140625 Penalty: 2491.217529
	Iteration 44Q: 3 clusters Score -155609.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -155658.312500 Penalty: 2491.217529
	Iteration 45Q: 3 clusters Score -155658.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -155690.640625 Penalty: 2491.217529
	Iteration 46Q: 3 clusters Score -155690.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -155711.078125 Penalty: 2491.217529
	Iteration 47Q: 3 clusters Score -155711.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -155720.890625 Penalty: 2491.217529
	Iteration 48Q: 3 clusters Score -155720.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -155727.843750 Penalty: 2491.217529
	Iteration 49Q: 3 clusters Score -155727.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -155732.031250 Penalty: 2491.217529
	Iteration 50Q: 3 clusters Score -155732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -155737.312500 Penalty: 2491.217529
	Iteration 51Q: 3 clusters Score -155737.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -155748.328125 Penalty: 2491.217529
	Iteration 52Q: 3 clusters Score -155748.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -155765.734375 Penalty: 2491.217529
	Iteration 53Q: 3 clusters Score -155765.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -155797.156250 Penalty: 2491.217529
	Iteration 54Q: 3 clusters Score -155797.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -155820.515625 Penalty: 2491.217529
	Iteration 55Q: 3 clusters Score -155820.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -155844.203125 Penalty: 2491.217529
	Iteration 56Q: 3 clusters Score -155844.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -155858.687500 Penalty: 2491.217529
	Iteration 57Q: 3 clusters Score -155858.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -155869.171875 Penalty: 2491.217529
	Iteration 58Q: 3 clusters Score -155869.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -155875.000000 Penalty: 2491.217529
	Iteration 59Q: 3 clusters Score -155875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -155875.703125 Penalty: 2491.217529
	Iteration 60F: 3 clusters Score -155875.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -155880.265625 Penalty: 2491.217529
	Iteration 61Q: 3 clusters Score -155880.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -155886.203125 Penalty: 2491.217529
	Iteration 62Q: 3 clusters Score -155886.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -155893.156250 Penalty: 2491.217529
	Iteration 63Q: 3 clusters Score -155893.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -155893.828125 Penalty: 2491.217529
	Iteration 64Q: 3 clusters Score -155893.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -155893.828125 Penalty: 2491.217529
	Iteration 65F: 3 clusters Score -155893.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 8431 members 
Mstep: Class 3 contains 41325 members 
Mstep: Class 4 contains 5523 members 
Mstep: Class 5 contains 21979 members 
Mstep: Class 6 contains 10498 members 
Mstep: Class 7 contains 14879 members 
Mstep: Class 8 contains 11009 members 
Mstep: Class 9 contains 5359 members 
Mstep: Class 10 contains 129638 members 
Mstep: Class 11 contains 18284 members 
Mstep: Class 12 contains 556 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 2862 members 
Mstep: Class 15 contains 119388 members 
Mstep: Class 16 contains 90875 members 
Mstep: Class 17 contains 125787 members 
Mstep: Class 18 contains 35245 members 
Mstep: Class 19 contains 4176 members 
Mstep: Class 20 contains 7969 members 
Mstep: Class 21 contains 7893 members 
Mstep: Class 22 contains 70008 members 
Mstep: Class 23 contains 10077 members 
Mstep: Class 24 contains 5994 members 
Mstep: Class 25 contains 42974 members 
Mstep: Class 26 contains 2474 members 
Mstep: Class 27 contains 16290 members 
Mstep: Class 28 contains 5646 members 
Mstep: Class 29 contains 25807 members 
Mstep: Class 30 contains 60233 members 
Mstep: Class 31 contains 2616 members 
Mstep: Class 32 contains 1577 members 
Entering Unmasked Estep 
Score: -84430488.000000 Penalty: 71619.320312
Splitting cluster 12 changes total score from -84429936.000000 to -84430488.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 13 (1492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Entering Unmasked Estep 
Score: -133764.265625 Penalty: 1187.529297
	Iteration 0F: 2 clusters Score -133764.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -131994.218750 Penalty: 2375.058594
	Iteration 0F: 3 clusters Score -131994.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -132334.046875 Penalty: 2375.058594
	Iteration 1F: 3 clusters Score -132334 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -132406.515625 Penalty: 2375.058594
	Iteration 2F: 3 clusters Score -132406.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -132459.796875 Penalty: 2375.058594
	Iteration 3Q: 3 clusters Score -132459.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -132498.812500 Penalty: 2375.058594
	Iteration 4Q: 3 clusters Score -132498.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -132529.796875 Penalty: 2375.058594
	Iteration 5Q: 3 clusters Score -132529.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -132547.734375 Penalty: 2375.058594
	Iteration 6Q: 3 clusters Score -132547.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -132560.281250 Penalty: 2375.058594
	Iteration 7Q: 3 clusters Score -132560.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -132571.718750 Penalty: 2375.058594
	Iteration 8Q: 3 clusters Score -132571.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -132578.000000 Penalty: 2375.058594
	Iteration 9Q: 3 clusters Score -132578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -132582.109375 Penalty: 2375.058594
	Iteration 10Q: 3 clusters Score -132582.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -132587.015625 Penalty: 2375.058594
	Iteration 11Q: 3 clusters Score -132587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -132593.187500 Penalty: 2375.058594
	Iteration 12Q: 3 clusters Score -132593.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -132598.734375 Penalty: 2375.058594
	Iteration 13Q: 3 clusters Score -132598.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -132605.125000 Penalty: 2375.058594
	Iteration 14Q: 3 clusters Score -132605.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -132616.000000 Penalty: 2375.058594
	Iteration 15Q: 3 clusters Score -132616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -132625.281250 Penalty: 2375.058594
	Iteration 16Q: 3 clusters Score -132625.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -132635.203125 Penalty: 2375.058594
	Iteration 17Q: 3 clusters Score -132635.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -132645.046875 Penalty: 2375.058594
	Iteration 18Q: 3 clusters Score -132645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -132652.656250 Penalty: 2375.058594
	Iteration 19Q: 3 clusters Score -132652.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -132661.625000 Penalty: 2375.058594
	Iteration 20F: 3 clusters Score -132661.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -132672.296875 Penalty: 2375.058594
	Iteration 21Q: 3 clusters Score -132672.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -132683.046875 Penalty: 2375.058594
	Iteration 22Q: 3 clusters Score -132683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -132691.328125 Penalty: 2375.058594
	Iteration 23Q: 3 clusters Score -132691.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -132702.765625 Penalty: 2375.058594
	Iteration 24Q: 3 clusters Score -132702.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -132712.890625 Penalty: 2375.058594
	Iteration 25Q: 3 clusters Score -132712.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -132726.296875 Penalty: 2375.058594
	Iteration 26Q: 3 clusters Score -132726.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -132734.578125 Penalty: 2375.058594
	Iteration 27Q: 3 clusters Score -132734.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -132742.250000 Penalty: 2375.058594
	Iteration 28Q: 3 clusters Score -132742.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -132748.187500 Penalty: 2375.058594
	Iteration 29Q: 3 clusters Score -132748.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -132756.046875 Penalty: 2375.058594
	Iteration 30Q: 3 clusters Score -132756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -132764.187500 Penalty: 2375.058594
	Iteration 31Q: 3 clusters Score -132764.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -132768.578125 Penalty: 2375.058594
	Iteration 32Q: 3 clusters Score -132768.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -132771.546875 Penalty: 2375.058594
	Iteration 33Q: 3 clusters Score -132771.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -132776.359375 Penalty: 2375.058594
	Iteration 34Q: 3 clusters Score -132776.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -132779.812500 Penalty: 2375.058594
	Iteration 35Q: 3 clusters Score -132779.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -132782.500000 Penalty: 2375.058594
	Iteration 36Q: 3 clusters Score -132782.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -132784.921875 Penalty: 2375.058594
	Iteration 37Q: 3 clusters Score -132784.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -132785.937500 Penalty: 2375.058594
	Iteration 38Q: 3 clusters Score -132785.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -132788.250000 Penalty: 2375.058594
	Iteration 39Q: 3 clusters Score -132788.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -132791.312500 Penalty: 2375.058594
	Iteration 40F: 3 clusters Score -132791.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -132793.203125 Penalty: 2375.058594
	Iteration 41Q: 3 clusters Score -132793.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -132796.015625 Penalty: 2375.058594
	Iteration 42Q: 3 clusters Score -132796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -132796.265625 Penalty: 2375.058594
	Iteration 43Q: 3 clusters Score -132796.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -132796.265625 Penalty: 2375.058594
	Iteration 44F: 3 clusters Score -132796.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Entering Unmasked Estep 
Score: -248368.843750 Penalty: 1293.382324
	Iteration 0F: 2 clusters Score -248368.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -245698.140625 Penalty: 2586.764648
	Iteration 0F: 3 clusters Score -245698.1 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -246357.328125 Penalty: 2586.764648
	Iteration 1F: 3 clusters Score -246357.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -246513.937500 Penalty: 2586.764648
	Iteration 2F: 3 clusters Score -246513.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -246613.421875 Penalty: 2586.764648
	Iteration 3F: 3 clusters Score -246613.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -246689.609375 Penalty: 2586.764648
	Iteration 4Q: 3 clusters Score -246689.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -246759.109375 Penalty: 2586.764648
	Iteration 5Q: 3 clusters Score -246759.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -246815.453125 Penalty: 2586.764648
	Iteration 6Q: 3 clusters Score -246815.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -246864.750000 Penalty: 2586.764648
	Iteration 7Q: 3 clusters Score -246864.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -246903.015625 Penalty: 2586.764648
	Iteration 8Q: 3 clusters Score -246903 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -246939.156250 Penalty: 2586.764648
	Iteration 9Q: 3 clusters Score -246939.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -246973.875000 Penalty: 2586.764648
	Iteration 10Q: 3 clusters Score -246973.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -246999.312500 Penalty: 2586.764648
	Iteration 11Q: 3 clusters Score -246999.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -247022.953125 Penalty: 2586.764648
	Iteration 12Q: 3 clusters Score -247023 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -247050.468750 Penalty: 2586.764648
	Iteration 13Q: 3 clusters Score -247050.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -247087.140625 Penalty: 2586.764648
	Iteration 14Q: 3 clusters Score -247087.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -247115.265625 Penalty: 2586.764648
	Iteration 15Q: 3 clusters Score -247115.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -247139.781250 Penalty: 2586.764648
	Iteration 16Q: 3 clusters Score -247139.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -247165.578125 Penalty: 2586.764648
	Iteration 17Q: 3 clusters Score -247165.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -247192.328125 Penalty: 2586.764648
	Iteration 18Q: 3 clusters Score -247192.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -247212.531250 Penalty: 2586.764648
	Iteration 19Q: 3 clusters Score -247212.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -247234.625000 Penalty: 2586.764648
	Iteration 20F: 3 clusters Score -247234.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -247246.406250 Penalty: 2586.764648
	Iteration 21Q: 3 clusters Score -247246.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -247254.593750 Penalty: 2586.764648
	Iteration 22Q: 3 clusters Score -247254.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -247259.968750 Penalty: 2586.764648
	Iteration 23Q: 3 clusters Score -247260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -247267.156250 Penalty: 2586.764648
	Iteration 24Q: 3 clusters Score -247267.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -247272.546875 Penalty: 2586.764648
	Iteration 25Q: 3 clusters Score -247272.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -247278.734375 Penalty: 2586.764648
	Iteration 26Q: 3 clusters Score -247278.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -247285.703125 Penalty: 2586.764648
	Iteration 27Q: 3 clusters Score -247285.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -247295.453125 Penalty: 2586.764648
	Iteration 28Q: 3 clusters Score -247295.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -247305.703125 Penalty: 2586.764648
	Iteration 29Q: 3 clusters Score -247305.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -247313.906250 Penalty: 2586.764648
	Iteration 30Q: 3 clusters Score -247313.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -247323.093750 Penalty: 2586.764648
	Iteration 31Q: 3 clusters Score -247323.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -247336.500000 Penalty: 2586.764648
	Iteration 32Q: 3 clusters Score -247336.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -247345.234375 Penalty: 2586.764648
	Iteration 33Q: 3 clusters Score -247345.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -247353.093750 Penalty: 2586.764648
	Iteration 34Q: 3 clusters Score -247353.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -247358.812500 Penalty: 2586.764648
	Iteration 35Q: 3 clusters Score -247358.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -247366.453125 Penalty: 2586.764648
	Iteration 36Q: 3 clusters Score -247366.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -247370.687500 Penalty: 2586.764648
	Iteration 37Q: 3 clusters Score -247370.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -247374.250000 Penalty: 2586.764648
	Iteration 38Q: 3 clusters Score -247374.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -247376.250000 Penalty: 2586.764648
	Iteration 39Q: 3 clusters Score -247376.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -247378.625000 Penalty: 2586.764648
	Iteration 40F: 3 clusters Score -247378.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -247380.750000 Penalty: 2586.764648
	Iteration 41Q: 3 clusters Score -247380.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -247385.140625 Penalty: 2586.764648
	Iteration 42Q: 3 clusters Score -247385.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -247390.531250 Penalty: 2586.764648
	Iteration 43Q: 3 clusters Score -247390.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -247398.671875 Penalty: 2586.764648
	Iteration 44Q: 3 clusters Score -247398.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -247407.140625 Penalty: 2586.764648
	Iteration 45Q: 3 clusters Score -247407.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -247414.203125 Penalty: 2586.764648
	Iteration 46Q: 3 clusters Score -247414.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -247419.281250 Penalty: 2586.764648
	Iteration 47Q: 3 clusters Score -247419.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -247422.968750 Penalty: 2586.764648
	Iteration 48Q: 3 clusters Score -247423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -247425.578125 Penalty: 2586.764648
	Iteration 49Q: 3 clusters Score -247425.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -247426.359375 Penalty: 2586.764648
	Iteration 50Q: 3 clusters Score -247426.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -247428.312500 Penalty: 2586.764648
	Iteration 51Q: 3 clusters Score -247428.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -247429.328125 Penalty: 2586.764648
	Iteration 52Q: 3 clusters Score -247429.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -247429.875000 Penalty: 2586.764648
	Iteration 53Q: 3 clusters Score -247429.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -247431.328125 Penalty: 2586.764648
	Iteration 54Q: 3 clusters Score -247431.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -247433.265625 Penalty: 2586.764648
	Iteration 55Q: 3 clusters Score -247433.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -247434.015625 Penalty: 2586.764648
	Iteration 56Q: 3 clusters Score -247434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -247436.578125 Penalty: 2586.764648
	Iteration 57Q: 3 clusters Score -247436.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -247441.171875 Penalty: 2586.764648
	Iteration 58Q: 3 clusters Score -247441.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -247444.062500 Penalty: 2586.764648
	Iteration 59Q: 3 clusters Score -247444.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -247446.140625 Penalty: 2586.764648
	Iteration 60F: 3 clusters Score -247446.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -247448.031250 Penalty: 2586.764648
	Iteration 61Q: 3 clusters Score -247448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -247449.890625 Penalty: 2586.764648
	Iteration 62Q: 3 clusters Score -247449.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -247453.125000 Penalty: 2586.764648
	Iteration 63Q: 3 clusters Score -247453.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -247457.890625 Penalty: 2586.764648
	Iteration 64Q: 3 clusters Score -247457.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -247460.765625 Penalty: 2586.764648
	Iteration 65Q: 3 clusters Score -247460.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -247467.640625 Penalty: 2586.764648
	Iteration 66Q: 3 clusters Score -247467.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -247476.625000 Penalty: 2586.764648
	Iteration 67Q: 3 clusters Score -247476.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -247483.390625 Penalty: 2586.764648
	Iteration 68Q: 3 clusters Score -247483.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -247490.796875 Penalty: 2586.764648
	Iteration 69Q: 3 clusters Score -247490.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -247496.515625 Penalty: 2586.764648
	Iteration 70Q: 3 clusters Score -247496.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -247499.250000 Penalty: 2586.764648
	Iteration 71Q: 3 clusters Score -247499.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -247500.796875 Penalty: 2586.764648
	Iteration 72Q: 3 clusters Score -247500.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -247502.515625 Penalty: 2586.764648
	Iteration 73Q: 3 clusters Score -247502.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -247502.578125 Penalty: 2586.764648
	Iteration 74Q: 3 clusters Score -247502.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -247503.453125 Penalty: 2586.764648
	Iteration 75Q: 3 clusters Score -247503.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -247503.984375 Penalty: 2586.764648
	Iteration 76Q: 3 clusters Score -247504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -247504.484375 Penalty: 2586.764648
	Iteration 77Q: 3 clusters Score -247504.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -247504.484375 Penalty: 2586.764648
	Iteration 78F: 3 clusters Score -247504.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (119388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119388 members 
Entering Unmasked Estep 
Score: -10968024.000000 Penalty: 1899.646729
	Iteration 0F: 2 clusters Score -1.096802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59586 members 
Mstep: Class 2 contains 59802 members 
Entering Unmasked Estep 
Score: -10888109.000000 Penalty: 3799.293457
	Iteration 0F: 3 clusters Score -1.088811e+07 nChanged 57230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58480 members 
Mstep: Class 2 contains 60908 members 
Entering Unmasked Estep 
Score: -10921851.000000 Penalty: 3799.293457
	Iteration 1F: 3 clusters Score -1.092185e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57998 members 
Mstep: Class 2 contains 61390 members 
Entering Unmasked Estep 
Score: -10922978.000000 Penalty: 3799.293457
	Iteration 2Q: 3 clusters Score -1.092298e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57469 members 
Mstep: Class 2 contains 61919 members 
Entering Unmasked Estep 
Score: -10924759.000000 Penalty: 3799.293457
	Iteration 3Q: 3 clusters Score -1.092476e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56835 members 
Mstep: Class 2 contains 62553 members 
Entering Unmasked Estep 
Score: -10927241.000000 Penalty: 3799.293457
	Iteration 4Q: 3 clusters Score -1.092724e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55754 members 
Mstep: Class 2 contains 63634 members 
Entering Unmasked Estep 
Score: -10930803.000000 Penalty: 3799.293457
	Iteration 5F: 3 clusters Score -1.09308e+07 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54023 members 
Mstep: Class 2 contains 65365 members 
Entering Unmasked Estep 
Score: -10935022.000000 Penalty: 3799.293457
	Iteration 6F: 3 clusters Score -1.093502e+07 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51421 members 
Mstep: Class 2 contains 67967 members 
Entering Unmasked Estep 
Score: -10939224.000000 Penalty: 3799.293457
	Iteration 7F: 3 clusters Score -1.093922e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 71360 members 
Entering Unmasked Estep 
Score: -10942797.000000 Penalty: 3799.293457
	Iteration 8F: 3 clusters Score -1.09428e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 75583 members 
Entering Unmasked Estep 
Score: -10945986.000000 Penalty: 3799.293457
	Iteration 9F: 3 clusters Score -1.094599e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 80395 members 
Entering Unmasked Estep 
Score: -10949249.000000 Penalty: 3799.293457
	Iteration 10Q: 3 clusters Score -1.094925e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 85660 members 
Entering Unmasked Estep 
Score: -10952977.000000 Penalty: 3799.293457
	Iteration 11Q: 3 clusters Score -1.095298e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 90809 members 
Entering Unmasked Estep 
Score: -10956968.000000 Penalty: 3799.293457
	Iteration 12Q: 3 clusters Score -1.095697e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 94942 members 
Entering Unmasked Estep 
Score: -10960186.000000 Penalty: 3799.293457
	Iteration 13Q: 3 clusters Score -1.096019e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 97863 members 
Entering Unmasked Estep 
Score: -10961950.000000 Penalty: 3799.293457
	Iteration 14Q: 3 clusters Score -1.096195e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 100150 members 
Entering Unmasked Estep 
Score: -10963145.000000 Penalty: 3799.293457
	Iteration 15Q: 3 clusters Score -1.096314e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 101887 members 
Entering Unmasked Estep 
Score: -10963793.000000 Penalty: 3799.293457
	Iteration 16Q: 3 clusters Score -1.096379e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 103337 members 
Entering Unmasked Estep 
Score: -10964228.000000 Penalty: 3799.293457
	Iteration 17Q: 3 clusters Score -1.096423e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 104599 members 
Entering Unmasked Estep 
Score: -10964590.000000 Penalty: 3799.293457
	Iteration 18Q: 3 clusters Score -1.096459e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 105733 members 
Entering Unmasked Estep 
Score: -10964923.000000 Penalty: 3799.293457
	Iteration 19Q: 3 clusters Score -1.096492e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 106764 members 
Entering Unmasked Estep 
Score: -10965131.000000 Penalty: 3799.293457
	Iteration 20F: 3 clusters Score -1.096513e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 107731 members 
Entering Unmasked Estep 
Score: -10965417.000000 Penalty: 3799.293457
	Iteration 21Q: 3 clusters Score -1.096542e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 108588 members 
Entering Unmasked Estep 
Score: -10965632.000000 Penalty: 3799.293457
	Iteration 22Q: 3 clusters Score -1.096563e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 109342 members 
Entering Unmasked Estep 
Score: -10965770.000000 Penalty: 3799.293457
	Iteration 23Q: 3 clusters Score -1.096577e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 110037 members 
Entering Unmasked Estep 
Score: -10965965.000000 Penalty: 3799.293457
	Iteration 24Q: 3 clusters Score -1.096596e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 110692 members 
Entering Unmasked Estep 
Score: -10966113.000000 Penalty: 3799.293457
	Iteration 25Q: 3 clusters Score -1.096611e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 111263 members 
Entering Unmasked Estep 
Score: -10966233.000000 Penalty: 3799.293457
	Iteration 26Q: 3 clusters Score -1.096623e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 111762 members 
Entering Unmasked Estep 
Score: -10966353.000000 Penalty: 3799.293457
	Iteration 27Q: 3 clusters Score -1.096635e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 112241 members 
Entering Unmasked Estep 
Score: -10966447.000000 Penalty: 3799.293457
	Iteration 28Q: 3 clusters Score -1.096645e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 112663 members 
Entering Unmasked Estep 
Score: -10966517.000000 Penalty: 3799.293457
	Iteration 29Q: 3 clusters Score -1.096652e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 113015 members 
Entering Unmasked Estep 
Score: -10966543.000000 Penalty: 3799.293457
	Iteration 30Q: 3 clusters Score -1.096654e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 113321 members 
Entering Unmasked Estep 
Score: -10966592.000000 Penalty: 3799.293457
	Iteration 31Q: 3 clusters Score -1.096659e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 113580 members 
Entering Unmasked Estep 
Score: -10966635.000000 Penalty: 3799.293457
	Iteration 32Q: 3 clusters Score -1.096664e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 113776 members 
Entering Unmasked Estep 
Score: -10966670.000000 Penalty: 3799.293457
	Iteration 33Q: 3 clusters Score -1.096667e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 113972 members 
Entering Unmasked Estep 
Score: -10966702.000000 Penalty: 3799.293457
	Iteration 34Q: 3 clusters Score -1.09667e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 114147 members 
Entering Unmasked Estep 
Score: -10966724.000000 Penalty: 3799.293457
	Iteration 35Q: 3 clusters Score -1.096672e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 114313 members 
Entering Unmasked Estep 
Score: -10966754.000000 Penalty: 3799.293457
	Iteration 36Q: 3 clusters Score -1.096675e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 114461 members 
Entering Unmasked Estep 
Score: -10966788.000000 Penalty: 3799.293457
	Iteration 37Q: 3 clusters Score -1.096679e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 114613 members 
Entering Unmasked Estep 
Score: -10966827.000000 Penalty: 3799.293457
	Iteration 38Q: 3 clusters Score -1.096683e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 114767 members 
Entering Unmasked Estep 
Score: -10966884.000000 Penalty: 3799.293457
	Iteration 39Q: 3 clusters Score -1.096688e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 114887 members 
Entering Unmasked Estep 
Score: -10966910.000000 Penalty: 3799.293457
	Iteration 40F: 3 clusters Score -1.096691e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 114996 members 
Entering Unmasked Estep 
Score: -10966942.000000 Penalty: 3799.293457
	Iteration 41Q: 3 clusters Score -1.096694e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 115096 members 
Entering Unmasked Estep 
Score: -10966950.000000 Penalty: 3799.293457
	Iteration 42Q: 3 clusters Score -1.096695e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 115173 members 
Entering Unmasked Estep 
Score: -10966961.000000 Penalty: 3799.293457
	Iteration 43Q: 3 clusters Score -1.096696e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 115232 members 
Entering Unmasked Estep 
Score: -10966969.000000 Penalty: 3799.293457
	Iteration 44Q: 3 clusters Score -1.096697e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 115289 members 
Entering Unmasked Estep 
Score: -10966967.000000 Penalty: 3799.293457
	Iteration 45Q: 3 clusters Score -1.096697e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 115335 members 
Entering Unmasked Estep 
Score: -10966980.000000 Penalty: 3799.293457
	Iteration 46Q: 3 clusters Score -1.096698e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 115377 members 
Entering Unmasked Estep 
Score: -10966988.000000 Penalty: 3799.293457
	Iteration 47Q: 3 clusters Score -1.096699e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 115413 members 
Entering Unmasked Estep 
Score: -10966996.000000 Penalty: 3799.293457
	Iteration 48Q: 3 clusters Score -1.0967e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 115447 members 
Entering Unmasked Estep 
Score: -10967000.000000 Penalty: 3799.293457
	Iteration 49Q: 3 clusters Score -1.0967e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 115477 members 
Entering Unmasked Estep 
Score: -10966994.000000 Penalty: 3799.293457
	Iteration 50Q: 3 clusters Score -1.096699e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 115504 members 
Entering Unmasked Estep 
Score: -10967004.000000 Penalty: 3799.293457
	Iteration 51Q: 3 clusters Score -1.0967e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 115538 members 
Entering Unmasked Estep 
Score: -10967010.000000 Penalty: 3799.293457
	Iteration 52Q: 3 clusters Score -1.096701e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 115569 members 
Entering Unmasked Estep 
Score: -10967000.000000 Penalty: 3799.293457
	Iteration 53Q: 3 clusters Score -1.0967e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 115603 members 
Entering Unmasked Estep 
Score: -10967006.000000 Penalty: 3799.293457
	Iteration 54Q: 3 clusters Score -1.096701e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 115636 members 
Entering Unmasked Estep 
Score: -10967001.000000 Penalty: 3799.293457
	Iteration 55Q: 3 clusters Score -1.0967e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 115674 members 
Entering Unmasked Estep 
Score: -10967012.000000 Penalty: 3799.293457
	Iteration 56Q: 3 clusters Score -1.096701e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 115701 members 
Entering Unmasked Estep 
Score: -10967010.000000 Penalty: 3799.293457
	Iteration 57Q: 3 clusters Score -1.096701e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 115728 members 
Entering Unmasked Estep 
Score: -10967028.000000 Penalty: 3799.293457
	Iteration 58Q: 3 clusters Score -1.096703e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 115753 members 
Entering Unmasked Estep 
Score: -10967003.000000 Penalty: 3799.293457
	Iteration 59Q: 3 clusters Score -1.0967e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 115786 members 
Entering Unmasked Estep 
Score: -10967016.000000 Penalty: 3799.293457
	Iteration 60F: 3 clusters Score -1.096702e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 115830 members 
Entering Unmasked Estep 
Score: -10967041.000000 Penalty: 3799.293457
	Iteration 61Q: 3 clusters Score -1.096704e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 115867 members 
Entering Unmasked Estep 
Score: -10967042.000000 Penalty: 3799.293457
	Iteration 62Q: 3 clusters Score -1.096704e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 115909 members 
Entering Unmasked Estep 
Score: -10967057.000000 Penalty: 3799.293457
	Iteration 63Q: 3 clusters Score -1.096706e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 115942 members 
Entering Unmasked Estep 
Score: -10967067.000000 Penalty: 3799.293457
	Iteration 64Q: 3 clusters Score -1.096707e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 115970 members 
Entering Unmasked Estep 
Score: -10967076.000000 Penalty: 3799.293457
	Iteration 65Q: 3 clusters Score -1.096708e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 115995 members 
Entering Unmasked Estep 
Score: -10967070.000000 Penalty: 3799.293457
	Iteration 66Q: 3 clusters Score -1.096707e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 116015 members 
Entering Unmasked Estep 
Score: -10967063.000000 Penalty: 3799.293457
	Iteration 67Q: 3 clusters Score -1.096706e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 116041 members 
Entering Unmasked Estep 
Score: -10967067.000000 Penalty: 3799.293457
	Iteration 68Q: 3 clusters Score -1.096707e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 116061 members 
Entering Unmasked Estep 
Score: -10967065.000000 Penalty: 3799.293457
	Iteration 69Q: 3 clusters Score -1.096706e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 116089 members 
Entering Unmasked Estep 
Score: -10967084.000000 Penalty: 3799.293457
	Iteration 70Q: 3 clusters Score -1.096708e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 116119 members 
Entering Unmasked Estep 
Score: -10967081.000000 Penalty: 3799.293457
	Iteration 71Q: 3 clusters Score -1.096708e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 116140 members 
Entering Unmasked Estep 
Score: -10967088.000000 Penalty: 3799.293457
	Iteration 72Q: 3 clusters Score -1.096709e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 116152 members 
Entering Unmasked Estep 
Score: -10967083.000000 Penalty: 3799.293457
	Iteration 73Q: 3 clusters Score -1.096708e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 116173 members 
Entering Unmasked Estep 
Score: -10967082.000000 Penalty: 3799.293457
	Iteration 74Q: 3 clusters Score -1.096708e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 116198 members 
Entering Unmasked Estep 
Score: -10967091.000000 Penalty: 3799.293457
	Iteration 75Q: 3 clusters Score -1.096709e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 116217 members 
Entering Unmasked Estep 
Score: -10967101.000000 Penalty: 3799.293457
	Iteration 76Q: 3 clusters Score -1.09671e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 116237 members 
Entering Unmasked Estep 
Score: -10967091.000000 Penalty: 3799.293457
	Iteration 77Q: 3 clusters Score -1.096709e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 116249 members 
Entering Unmasked Estep 
Score: -10967099.000000 Penalty: 3799.293457
	Iteration 78Q: 3 clusters Score -1.09671e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 116252 members 
Entering Unmasked Estep 
Score: -10967109.000000 Penalty: 3799.293457
	Iteration 79Q: 3 clusters Score -1.096711e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 116259 members 
Entering Unmasked Estep 
Score: -10967108.000000 Penalty: 3799.293457
	Iteration 80F: 3 clusters Score -1.096711e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 116263 members 
Entering Unmasked Estep 
Score: -10967118.000000 Penalty: 3799.293457
	Iteration 81Q: 3 clusters Score -1.096712e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 116275 members 
Entering Unmasked Estep 
Score: -10967108.000000 Penalty: 3799.293457
	Iteration 82Q: 3 clusters Score -1.096711e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 116283 members 
Entering Unmasked Estep 
Score: -10967118.000000 Penalty: 3799.293457
	Iteration 83Q: 3 clusters Score -1.096712e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 116291 members 
Entering Unmasked Estep 
Score: -10967114.000000 Penalty: 3799.293457
	Iteration 84Q: 3 clusters Score -1.096711e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 116297 members 
Entering Unmasked Estep 
Score: -10967110.000000 Penalty: 3799.293457
	Iteration 85Q: 3 clusters Score -1.096711e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 116302 members 
Entering Unmasked Estep 
Score: -10967119.000000 Penalty: 3799.293457
	Iteration 86Q: 3 clusters Score -1.096712e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 116306 members 
Entering Unmasked Estep 
Score: -10967111.000000 Penalty: 3799.293457
	Iteration 87Q: 3 clusters Score -1.096711e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 116310 members 
Entering Unmasked Estep 
Score: -10967115.000000 Penalty: 3799.293457
	Iteration 88Q: 3 clusters Score -1.096712e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 116318 members 
Entering Unmasked Estep 
Score: -10967109.000000 Penalty: 3799.293457
	Iteration 89Q: 3 clusters Score -1.096711e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 116326 members 
Entering Unmasked Estep 
Score: -10967122.000000 Penalty: 3799.293457
	Iteration 90Q: 3 clusters Score -1.096712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 116332 members 
Entering Unmasked Estep 
Score: -10967125.000000 Penalty: 3799.293457
	Iteration 91Q: 3 clusters Score -1.096712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 116338 members 
Entering Unmasked Estep 
Score: -10967116.000000 Penalty: 3799.293457
	Iteration 92Q: 3 clusters Score -1.096712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 116342 members 
Entering Unmasked Estep 
Score: -10967122.000000 Penalty: 3799.293457
	Iteration 93Q: 3 clusters Score -1.096712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 116348 members 
Entering Unmasked Estep 
Score: -10967118.000000 Penalty: 3799.293457
	Iteration 94Q: 3 clusters Score -1.096712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 116352 members 
Entering Unmasked Estep 
Score: -10967117.000000 Penalty: 3799.293457
	Iteration 95Q: 3 clusters Score -1.096712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 116351 members 
Entering Unmasked Estep 
Score: -10967119.000000 Penalty: 3799.293457
	Iteration 96Q: 3 clusters Score -1.096712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 116354 members 
Entering Unmasked Estep 
Score: -10967118.000000 Penalty: 3799.293457
	Iteration 97Q: 3 clusters Score -1.096712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 116357 members 
Entering Unmasked Estep 
Score: -10967130.000000 Penalty: 3799.293457
	Iteration 98Q: 3 clusters Score -1.096713e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 116361 members 
Entering Unmasked Estep 
Score: -10967129.000000 Penalty: 3799.293457
	Iteration 99Q: 3 clusters Score -1.096713e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 116372 members 
Entering Unmasked Estep 
Score: -10967142.000000 Penalty: 3799.293457
	Iteration 100F: 3 clusters Score -1.096714e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 116381 members 
Entering Unmasked Estep 
Score: -10967147.000000 Penalty: 3799.293457
	Iteration 101Q: 3 clusters Score -1.096715e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 116389 members 
Entering Unmasked Estep 
Score: -10967144.000000 Penalty: 3799.293457
	Iteration 102Q: 3 clusters Score -1.096714e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 116399 members 
Entering Unmasked Estep 
Score: -10967141.000000 Penalty: 3799.293457
	Iteration 103Q: 3 clusters Score -1.096714e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 116402 members 
Entering Unmasked Estep 
Score: -10967149.000000 Penalty: 3799.293457
	Iteration 104Q: 3 clusters Score -1.096715e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 116411 members 
Entering Unmasked Estep 
Score: -10967157.000000 Penalty: 3799.293457
	Iteration 105Q: 3 clusters Score -1.096716e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 116413 members 
Entering Unmasked Estep 
Score: -10967150.000000 Penalty: 3799.293457
	Iteration 106Q: 3 clusters Score -1.096715e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 116416 members 
Entering Unmasked Estep 
Score: -10967156.000000 Penalty: 3799.293457
	Iteration 107Q: 3 clusters Score -1.096716e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 116421 members 
Entering Unmasked Estep 
Score: -10967155.000000 Penalty: 3799.293457
	Iteration 108Q: 3 clusters Score -1.096716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 116425 members 
Entering Unmasked Estep 
Score: -10967152.000000 Penalty: 3799.293457
	Iteration 109Q: 3 clusters Score -1.096715e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 116426 members 
Entering Unmasked Estep 
Score: -10967156.000000 Penalty: 3799.293457
	Iteration 110Q: 3 clusters Score -1.096716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 116424 members 
Entering Unmasked Estep 
Score: -10967152.000000 Penalty: 3799.293457
	Iteration 111Q: 3 clusters Score -1.096715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 116422 members 
Entering Unmasked Estep 
Score: -10967146.000000 Penalty: 3799.293457
	Iteration 112Q: 3 clusters Score -1.096715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 116423 members 
Entering Unmasked Estep 
Score: -10967146.000000 Penalty: 3799.293457
	Iteration 113Q: 3 clusters Score -1.096715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 116422 members 
Entering Unmasked Estep 
Score: -10967142.000000 Penalty: 3799.293457
	Iteration 114Q: 3 clusters Score -1.096714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 116421 members 
Entering Unmasked Estep 
Score: -10967142.000000 Penalty: 3799.293457
	Iteration 115Q: 3 clusters Score -1.096714e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 116421 members 
Entering Unmasked Estep 
Score: -10967143.000000 Penalty: 3799.293457
	Iteration 116Q: 3 clusters Score -1.096714e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 116423 members 
Entering Unmasked Estep 
Score: -10967142.000000 Penalty: 3799.293457
	Iteration 117Q: 3 clusters Score -1.096714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 116426 members 
Entering Unmasked Estep 
Score: -10967144.000000 Penalty: 3799.293457
	Iteration 118Q: 3 clusters Score -1.096714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 116429 members 
Entering Unmasked Estep 
Score: -10967149.000000 Penalty: 3799.293457
	Iteration 119Q: 3 clusters Score -1.096715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 116429 members 
Entering Unmasked Estep 
Score: -10967150.000000 Penalty: 3799.293457
	Iteration 120F: 3 clusters Score -1.096715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 116430 members 
Entering Unmasked Estep 
Score: -10967148.000000 Penalty: 3799.293457
	Iteration 121Q: 3 clusters Score -1.096715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 116431 members 
Entering Unmasked Estep 
Score: -10967147.000000 Penalty: 3799.293457
	Iteration 122Q: 3 clusters Score -1.096715e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 116431 members 
Entering Unmasked Estep 
Score: -10967147.000000 Penalty: 3799.293457
	Iteration 123F: 3 clusters Score -1.096715e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (90875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90875 members 
Entering Unmasked Estep 
Score: -8373209.000000 Penalty: 1855.301514
	Iteration 0F: 2 clusters Score -8373209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
Score: -8312060.500000 Penalty: 3710.603027
	Iteration 0F: 3 clusters Score -8312060 nChanged 43501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 47767 members 
Entering Unmasked Estep 
Score: -8337272.500000 Penalty: 3710.603027
	Iteration 1F: 3 clusters Score -8337272 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 49109 members 
Entering Unmasked Estep 
Score: -8338047.500000 Penalty: 3710.603027
	Iteration 2Q: 3 clusters Score -8338048 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -8338948.000000 Penalty: 3710.603027
	Iteration 3Q: 3 clusters Score -8338948 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 53919 members 
Entering Unmasked Estep 
Score: -8340477.000000 Penalty: 3710.603027
	Iteration 4Q: 3 clusters Score -8340477 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 57867 members 
Entering Unmasked Estep 
Score: -8342926.500000 Penalty: 3710.603027
	Iteration 5Q: 3 clusters Score -8342926 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 63344 members 
Entering Unmasked Estep 
Score: -8347028.000000 Penalty: 3710.603027
	Iteration 6F: 3 clusters Score -8347028 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 70078 members 
Entering Unmasked Estep 
Score: -8352880.000000 Penalty: 3710.603027
	Iteration 7F: 3 clusters Score -8352880 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 76871 members 
Entering Unmasked Estep 
Score: -8359200.500000 Penalty: 3710.603027
	Iteration 8F: 3 clusters Score -8359200 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 82659 members 
Entering Unmasked Estep 
Score: -8364672.500000 Penalty: 3710.603027
	Iteration 9F: 3 clusters Score -8364672 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 86529 members 
Entering Unmasked Estep 
Score: -8368103.000000 Penalty: 3710.603027
	Iteration 10Q: 3 clusters Score -8368103 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 88726 members 
Entering Unmasked Estep 
Score: -8369968.000000 Penalty: 3710.603027
	Iteration 11Q: 3 clusters Score -8369968 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 89764 members 
Entering Unmasked Estep 
Score: -8370914.000000 Penalty: 3710.603027
	Iteration 12Q: 3 clusters Score -8370914 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 90170 members 
Entering Unmasked Estep 
Score: -8371254.500000 Penalty: 3710.603027
	Iteration 13Q: 3 clusters Score -8371254 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 90350 members 
Entering Unmasked Estep 
Score: -8371412.500000 Penalty: 3710.603027
	Iteration 14Q: 3 clusters Score -8371412 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 90436 members 
Entering Unmasked Estep 
Score: -8371472.500000 Penalty: 3710.603027
	Iteration 15Q: 3 clusters Score -8371472 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 90470 members 
Entering Unmasked Estep 
Score: -8371501.000000 Penalty: 3710.603027
	Iteration 16Q: 3 clusters Score -8371501 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 90488 members 
Entering Unmasked Estep 
Score: -8371515.500000 Penalty: 3710.603027
	Iteration 17Q: 3 clusters Score -8371516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 90500 members 
Entering Unmasked Estep 
Score: -8371532.500000 Penalty: 3710.603027
	Iteration 18Q: 3 clusters Score -8371532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 90514 members 
Entering Unmasked Estep 
Score: -8371547.000000 Penalty: 3710.603027
	Iteration 19Q: 3 clusters Score -8371547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 90523 members 
Entering Unmasked Estep 
Score: -8371560.000000 Penalty: 3710.603027
	Iteration 20F: 3 clusters Score -8371560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 90526 members 
Entering Unmasked Estep 
Score: -8371569.000000 Penalty: 3710.603027
	Iteration 21Q: 3 clusters Score -8371569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 90531 members 
Entering Unmasked Estep 
Score: -8371571.000000 Penalty: 3710.603027
	Iteration 22Q: 3 clusters Score -8371571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 90533 members 
Entering Unmasked Estep 
Score: -8371572.000000 Penalty: 3710.603027
	Iteration 23Q: 3 clusters Score -8371572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 90538 members 
Entering Unmasked Estep 
Score: -8371570.500000 Penalty: 3710.603027
	Iteration 24Q: 3 clusters Score -8371570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 90543 members 
Entering Unmasked Estep 
Score: -8371577.500000 Penalty: 3710.603027
	Iteration 25Q: 3 clusters Score -8371578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 90545 members 
Entering Unmasked Estep 
Score: -8371574.500000 Penalty: 3710.603027
	Iteration 26Q: 3 clusters Score -8371574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 90545 members 
Entering Unmasked Estep 
Score: -8371574.500000 Penalty: 3710.603027
	Iteration 27F: 3 clusters Score -8371574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (125787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125787 members 
Entering Unmasked Estep 
Score: -11925200.000000 Penalty: 1908.130981
	Iteration 0F: 2 clusters Score -1.19252e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62964 members 
Mstep: Class 2 contains 62823 members 
Entering Unmasked Estep 
Score: -11840877.000000 Penalty: 3816.261963
	Iteration 0F: 3 clusters Score -1.184088e+07 nChanged 60369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63211 members 
Mstep: Class 2 contains 62576 members 
Entering Unmasked Estep 
Score: -11876342.000000 Penalty: 3816.261963
	Iteration 1F: 3 clusters Score -1.187634e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63063 members 
Mstep: Class 2 contains 62724 members 
Entering Unmasked Estep 
Score: -11877518.000000 Penalty: 3816.261963
	Iteration 2Q: 3 clusters Score -1.187752e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62666 members 
Mstep: Class 2 contains 63121 members 
Entering Unmasked Estep 
Score: -11879436.000000 Penalty: 3816.261963
	Iteration 3Q: 3 clusters Score -1.187944e+07 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62090 members 
Mstep: Class 2 contains 63697 members 
Entering Unmasked Estep 
Score: -11882491.000000 Penalty: 3816.261963
	Iteration 4Q: 3 clusters Score -1.188249e+07 nChanged 7416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61248 members 
Mstep: Class 2 contains 64539 members 
Entering Unmasked Estep 
Score: -11886989.000000 Penalty: 3816.261963
	Iteration 5F: 3 clusters Score -1.188699e+07 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60322 members 
Mstep: Class 2 contains 65465 members 
Entering Unmasked Estep 
Score: -11892661.000000 Penalty: 3816.261963
	Iteration 6F: 3 clusters Score -1.189266e+07 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59312 members 
Mstep: Class 2 contains 66475 members 
Entering Unmasked Estep 
Score: -11898477.000000 Penalty: 3816.261963
	Iteration 7F: 3 clusters Score -1.189848e+07 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58312 members 
Mstep: Class 2 contains 67475 members 
Entering Unmasked Estep 
Score: -11902947.000000 Penalty: 3816.261963
	Iteration 8F: 3 clusters Score -1.190295e+07 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57310 members 
Mstep: Class 2 contains 68477 members 
Entering Unmasked Estep 
Score: -11906028.000000 Penalty: 3816.261963
	Iteration 9Q: 3 clusters Score -1.190603e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55894 members 
Mstep: Class 2 contains 69893 members 
Entering Unmasked Estep 
Score: -11908847.000000 Penalty: 3816.261963
	Iteration 10Q: 3 clusters Score -1.190885e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54010 members 
Mstep: Class 2 contains 71777 members 
Entering Unmasked Estep 
Score: -11911657.000000 Penalty: 3816.261963
	Iteration 11Q: 3 clusters Score -1.191166e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 74057 members 
Entering Unmasked Estep 
Score: -11914077.000000 Penalty: 3816.261963
	Iteration 12Q: 3 clusters Score -1.191408e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49161 members 
Mstep: Class 2 contains 76626 members 
Entering Unmasked Estep 
Score: -11916062.000000 Penalty: 3816.261963
	Iteration 13Q: 3 clusters Score -1.191606e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46675 members 
Mstep: Class 2 contains 79112 members 
Entering Unmasked Estep 
Score: -11917534.000000 Penalty: 3816.261963
	Iteration 14Q: 3 clusters Score -1.191753e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 81441 members 
Entering Unmasked Estep 
Score: -11918713.000000 Penalty: 3816.261963
	Iteration 15Q: 3 clusters Score -1.191871e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 83513 members 
Entering Unmasked Estep 
Score: -11919571.000000 Penalty: 3816.261963
	Iteration 16Q: 3 clusters Score -1.191957e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 85373 members 
Entering Unmasked Estep 
Score: -11920323.000000 Penalty: 3816.261963
	Iteration 17Q: 3 clusters Score -1.192032e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 86933 members 
Entering Unmasked Estep 
Score: -11920795.000000 Penalty: 3816.261963
	Iteration 18Q: 3 clusters Score -1.19208e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 88302 members 
Entering Unmasked Estep 
Score: -11921190.000000 Penalty: 3816.261963
	Iteration 19Q: 3 clusters Score -1.192119e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 89490 members 
Entering Unmasked Estep 
Score: -11921439.000000 Penalty: 3816.261963
	Iteration 20F: 3 clusters Score -1.192144e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 90480 members 
Entering Unmasked Estep 
Score: -11921657.000000 Penalty: 3816.261963
	Iteration 21Q: 3 clusters Score -1.192166e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 91374 members 
Entering Unmasked Estep 
Score: -11921826.000000 Penalty: 3816.261963
	Iteration 22Q: 3 clusters Score -1.192183e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 92109 members 
Entering Unmasked Estep 
Score: -11921922.000000 Penalty: 3816.261963
	Iteration 23Q: 3 clusters Score -1.192192e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 92689 members 
Entering Unmasked Estep 
Score: -11921982.000000 Penalty: 3816.261963
	Iteration 24Q: 3 clusters Score -1.192198e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 93176 members 
Entering Unmasked Estep 
Score: -11922025.000000 Penalty: 3816.261963
	Iteration 25Q: 3 clusters Score -1.192202e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 93613 members 
Entering Unmasked Estep 
Score: -11922100.000000 Penalty: 3816.261963
	Iteration 26Q: 3 clusters Score -1.19221e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 93980 members 
Entering Unmasked Estep 
Score: -11922113.000000 Penalty: 3816.261963
	Iteration 27Q: 3 clusters Score -1.192211e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 94334 members 
Entering Unmasked Estep 
Score: -11922151.000000 Penalty: 3816.261963
	Iteration 28Q: 3 clusters Score -1.192215e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 94651 members 
Entering Unmasked Estep 
Score: -11922133.000000 Penalty: 3816.261963
	Iteration 29Q: 3 clusters Score -1.192213e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 94936 members 
Entering Unmasked Estep 
Score: -11922153.000000 Penalty: 3816.261963
	Iteration 30Q: 3 clusters Score -1.192215e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 95198 members 
Entering Unmasked Estep 
Score: -11922166.000000 Penalty: 3816.261963
	Iteration 31Q: 3 clusters Score -1.192217e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 95449 members 
Entering Unmasked Estep 
Score: -11922173.000000 Penalty: 3816.261963
	Iteration 32Q: 3 clusters Score -1.192217e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 95663 members 
Entering Unmasked Estep 
Score: -11922216.000000 Penalty: 3816.261963
	Iteration 33Q: 3 clusters Score -1.192222e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 95882 members 
Entering Unmasked Estep 
Score: -11922221.000000 Penalty: 3816.261963
	Iteration 34Q: 3 clusters Score -1.192222e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 96079 members 
Entering Unmasked Estep 
Score: -11922218.000000 Penalty: 3816.261963
	Iteration 35Q: 3 clusters Score -1.192222e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 96243 members 
Entering Unmasked Estep 
Score: -11922207.000000 Penalty: 3816.261963
	Iteration 36Q: 3 clusters Score -1.192221e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 96378 members 
Entering Unmasked Estep 
Score: -11922177.000000 Penalty: 3816.261963
	Iteration 37Q: 3 clusters Score -1.192218e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 96489 members 
Entering Unmasked Estep 
Score: -11922189.000000 Penalty: 3816.261963
	Iteration 38Q: 3 clusters Score -1.192219e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 96576 members 
Entering Unmasked Estep 
Score: -11922220.000000 Penalty: 3816.261963
	Iteration 39Q: 3 clusters Score -1.192222e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 96642 members 
Entering Unmasked Estep 
Score: -11922229.000000 Penalty: 3816.261963
	Iteration 40F: 3 clusters Score -1.192223e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 96693 members 
Entering Unmasked Estep 
Score: -11922226.000000 Penalty: 3816.261963
	Iteration 41Q: 3 clusters Score -1.192223e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 96733 members 
Entering Unmasked Estep 
Score: -11922223.000000 Penalty: 3816.261963
	Iteration 42Q: 3 clusters Score -1.192222e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 96779 members 
Entering Unmasked Estep 
Score: -11922241.000000 Penalty: 3816.261963
	Iteration 43Q: 3 clusters Score -1.192224e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 96820 members 
Entering Unmasked Estep 
Score: -11922244.000000 Penalty: 3816.261963
	Iteration 44Q: 3 clusters Score -1.192224e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 96857 members 
Entering Unmasked Estep 
Score: -11922243.000000 Penalty: 3816.261963
	Iteration 45Q: 3 clusters Score -1.192224e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 96883 members 
Entering Unmasked Estep 
Score: -11922235.000000 Penalty: 3816.261963
	Iteration 46Q: 3 clusters Score -1.192224e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 96908 members 
Entering Unmasked Estep 
Score: -11922235.000000 Penalty: 3816.261963
	Iteration 47Q: 3 clusters Score -1.192224e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 96936 members 
Entering Unmasked Estep 
Score: -11922221.000000 Penalty: 3816.261963
	Iteration 48Q: 3 clusters Score -1.192222e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 96967 members 
Entering Unmasked Estep 
Score: -11922233.000000 Penalty: 3816.261963
	Iteration 49Q: 3 clusters Score -1.192223e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 96995 members 
Entering Unmasked Estep 
Score: -11922249.000000 Penalty: 3816.261963
	Iteration 50Q: 3 clusters Score -1.192225e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 97027 members 
Entering Unmasked Estep 
Score: -11922244.000000 Penalty: 3816.261963
	Iteration 51Q: 3 clusters Score -1.192224e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 97057 members 
Entering Unmasked Estep 
Score: -11922242.000000 Penalty: 3816.261963
	Iteration 52Q: 3 clusters Score -1.192224e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 97084 members 
Entering Unmasked Estep 
Score: -11922272.000000 Penalty: 3816.261963
	Iteration 53Q: 3 clusters Score -1.192227e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 97110 members 
Entering Unmasked Estep 
Score: -11922278.000000 Penalty: 3816.261963
	Iteration 54Q: 3 clusters Score -1.192228e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 97136 members 
Entering Unmasked Estep 
Score: -11922260.000000 Penalty: 3816.261963
	Iteration 55Q: 3 clusters Score -1.192226e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 97159 members 
Entering Unmasked Estep 
Score: -11922259.000000 Penalty: 3816.261963
	Iteration 56Q: 3 clusters Score -1.192226e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 97182 members 
Entering Unmasked Estep 
Score: -11922259.000000 Penalty: 3816.261963
	Iteration 57Q: 3 clusters Score -1.192226e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 97206 members 
Entering Unmasked Estep 
Score: -11922261.000000 Penalty: 3816.261963
	Iteration 58Q: 3 clusters Score -1.192226e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 97235 members 
Entering Unmasked Estep 
Score: -11922255.000000 Penalty: 3816.261963
	Iteration 59Q: 3 clusters Score -1.192226e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 97255 members 
Entering Unmasked Estep 
Score: -11922251.000000 Penalty: 3816.261963
	Iteration 60F: 3 clusters Score -1.192225e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 97274 members 
Entering Unmasked Estep 
Score: -11922256.000000 Penalty: 3816.261963
	Iteration 61Q: 3 clusters Score -1.192226e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 97290 members 
Entering Unmasked Estep 
Score: -11922256.000000 Penalty: 3816.261963
	Iteration 62Q: 3 clusters Score -1.192226e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 97310 members 
Entering Unmasked Estep 
Score: -11922271.000000 Penalty: 3816.261963
	Iteration 63Q: 3 clusters Score -1.192227e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 97320 members 
Entering Unmasked Estep 
Score: -11922265.000000 Penalty: 3816.261963
	Iteration 64Q: 3 clusters Score -1.192226e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 97329 members 
Entering Unmasked Estep 
Score: -11922265.000000 Penalty: 3816.261963
	Iteration 65Q: 3 clusters Score -1.192226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 97335 members 
Entering Unmasked Estep 
Score: -11922266.000000 Penalty: 3816.261963
	Iteration 66Q: 3 clusters Score -1.192227e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 97346 members 
Entering Unmasked Estep 
Score: -11922255.000000 Penalty: 3816.261963
	Iteration 67Q: 3 clusters Score -1.192226e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 97357 members 
Entering Unmasked Estep 
Score: -11922257.000000 Penalty: 3816.261963
	Iteration 68Q: 3 clusters Score -1.192226e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 97368 members 
Entering Unmasked Estep 
Score: -11922259.000000 Penalty: 3816.261963
	Iteration 69Q: 3 clusters Score -1.192226e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 97383 members 
Entering Unmasked Estep 
Score: -11922265.000000 Penalty: 3816.261963
	Iteration 70Q: 3 clusters Score -1.192226e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 97398 members 
Entering Unmasked Estep 
Score: -11922265.000000 Penalty: 3816.261963
	Iteration 71Q: 3 clusters Score -1.192226e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 97412 members 
Entering Unmasked Estep 
Score: -11922259.000000 Penalty: 3816.261963
	Iteration 72Q: 3 clusters Score -1.192226e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 97429 members 
Entering Unmasked Estep 
Score: -11922261.000000 Penalty: 3816.261963
	Iteration 73Q: 3 clusters Score -1.192226e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 97455 members 
Entering Unmasked Estep 
Score: -11922248.000000 Penalty: 3816.261963
	Iteration 74Q: 3 clusters Score -1.192225e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 97480 members 
Entering Unmasked Estep 
Score: -11922256.000000 Penalty: 3816.261963
	Iteration 75Q: 3 clusters Score -1.192226e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 97506 members 
Entering Unmasked Estep 
Score: -11922251.000000 Penalty: 3816.261963
	Iteration 76Q: 3 clusters Score -1.192225e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 97524 members 
Entering Unmasked Estep 
Score: -11922259.000000 Penalty: 3816.261963
	Iteration 77Q: 3 clusters Score -1.192226e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 97539 members 
Entering Unmasked Estep 
Score: -11922267.000000 Penalty: 3816.261963
	Iteration 78Q: 3 clusters Score -1.192227e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 97552 members 
Entering Unmasked Estep 
Score: -11922272.000000 Penalty: 3816.261963
	Iteration 79Q: 3 clusters Score -1.192227e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 97565 members 
Entering Unmasked Estep 
Score: -11922271.000000 Penalty: 3816.261963
	Iteration 80F: 3 clusters Score -1.192227e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 97575 members 
Entering Unmasked Estep 
Score: -11922270.000000 Penalty: 3816.261963
	Iteration 81Q: 3 clusters Score -1.192227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 97582 members 
Entering Unmasked Estep 
Score: -11922265.000000 Penalty: 3816.261963
	Iteration 82Q: 3 clusters Score -1.192226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 97588 members 
Entering Unmasked Estep 
Score: -11922271.000000 Penalty: 3816.261963
	Iteration 83Q: 3 clusters Score -1.192227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 97593 members 
Entering Unmasked Estep 
Score: -11922272.000000 Penalty: 3816.261963
	Iteration 84Q: 3 clusters Score -1.192227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 97599 members 
Entering Unmasked Estep 
Score: -11922268.000000 Penalty: 3816.261963
	Iteration 85Q: 3 clusters Score -1.192227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 97606 members 
Entering Unmasked Estep 
Score: -11922261.000000 Penalty: 3816.261963
	Iteration 86Q: 3 clusters Score -1.192226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 97611 members 
Entering Unmasked Estep 
Score: -11922266.000000 Penalty: 3816.261963
	Iteration 87Q: 3 clusters Score -1.192227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 97614 members 
Entering Unmasked Estep 
Score: -11922253.000000 Penalty: 3816.261963
	Iteration 88Q: 3 clusters Score -1.192225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 97617 members 
Entering Unmasked Estep 
Score: -11922264.000000 Penalty: 3816.261963
	Iteration 89Q: 3 clusters Score -1.192226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 97618 members 
Entering Unmasked Estep 
Score: -11922262.000000 Penalty: 3816.261963
	Iteration 90Q: 3 clusters Score -1.192226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 97618 members 
Entering Unmasked Estep 
Score: -11922262.000000 Penalty: 3816.261963
	Iteration 91F: 3 clusters Score -1.192226e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (35245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Entering Unmasked Estep 
Score: -3220146.250000 Penalty: 1701.387939
	Iteration 0F: 2 clusters Score -3220146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -3196511.500000 Penalty: 3402.775879
	Iteration 0F: 3 clusters Score -3196512 nChanged 16430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -3205754.750000 Penalty: 3402.775879
	Iteration 1F: 3 clusters Score -3205755 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -3206361.500000 Penalty: 3402.775879
	Iteration 2Q: 3 clusters Score -3206362 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -3207168.250000 Penalty: 3402.775879
	Iteration 3F: 3 clusters Score -3207168 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -3208456.500000 Penalty: 3402.775879
	Iteration 4F: 3 clusters Score -3208456 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -3210324.750000 Penalty: 3402.775879
	Iteration 5F: 3 clusters Score -3210325 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -3212733.500000 Penalty: 3402.775879
	Iteration 6F: 3 clusters Score -3212734 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -3215033.250000 Penalty: 3402.775879
	Iteration 7F: 3 clusters Score -3215033 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -3216702.250000 Penalty: 3402.775879
	Iteration 8Q: 3 clusters Score -3216702 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -3217707.750000 Penalty: 3402.775879
	Iteration 9Q: 3 clusters Score -3217708 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3218154.500000 Penalty: 3402.775879
	Iteration 10Q: 3 clusters Score -3218154 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3218365.500000 Penalty: 3402.775879
	Iteration 11Q: 3 clusters Score -3218366 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3218489.750000 Penalty: 3402.775879
	Iteration 12Q: 3 clusters Score -3218490 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3218577.500000 Penalty: 3402.775879
	Iteration 13Q: 3 clusters Score -3218578 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3218631.250000 Penalty: 3402.775879
	Iteration 14Q: 3 clusters Score -3218631 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3218670.750000 Penalty: 3402.775879
	Iteration 15Q: 3 clusters Score -3218671 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3218689.750000 Penalty: 3402.775879
	Iteration 16Q: 3 clusters Score -3218690 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3218715.000000 Penalty: 3402.775879
	Iteration 17Q: 3 clusters Score -3218715 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3218748.500000 Penalty: 3402.775879
	Iteration 18Q: 3 clusters Score -3218748 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3218762.000000 Penalty: 3402.775879
	Iteration 19Q: 3 clusters Score -3218762 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3218779.250000 Penalty: 3402.775879
	Iteration 20F: 3 clusters Score -3218779 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3218798.500000 Penalty: 3402.775879
	Iteration 21Q: 3 clusters Score -3218798 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3218808.500000 Penalty: 3402.775879
	Iteration 22Q: 3 clusters Score -3218808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3218816.500000 Penalty: 3402.775879
	Iteration 23Q: 3 clusters Score -3218816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3218828.500000 Penalty: 3402.775879
	Iteration 24Q: 3 clusters Score -3218828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3218846.000000 Penalty: 3402.775879
	Iteration 25Q: 3 clusters Score -3218846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3218853.000000 Penalty: 3402.775879
	Iteration 26Q: 3 clusters Score -3218853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3218857.000000 Penalty: 3402.775879
	Iteration 27Q: 3 clusters Score -3218857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3218863.250000 Penalty: 3402.775879
	Iteration 28Q: 3 clusters Score -3218863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3218866.500000 Penalty: 3402.775879
	Iteration 29Q: 3 clusters Score -3218866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3218867.000000 Penalty: 3402.775879
	Iteration 30Q: 3 clusters Score -3218867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3218865.250000 Penalty: 3402.775879
	Iteration 31Q: 3 clusters Score -3218865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3218868.000000 Penalty: 3402.775879
	Iteration 32Q: 3 clusters Score -3218868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3218866.500000 Penalty: 3402.775879
	Iteration 33Q: 3 clusters Score -3218866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3218868.250000 Penalty: 3402.775879
	Iteration 34Q: 3 clusters Score -3218868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3218870.750000 Penalty: 3402.775879
	Iteration 35Q: 3 clusters Score -3218871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3218874.000000 Penalty: 3402.775879
	Iteration 36Q: 3 clusters Score -3218874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3218874.500000 Penalty: 3402.775879
	Iteration 37Q: 3 clusters Score -3218874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3218874.500000 Penalty: 3402.775879
	Iteration 38F: 3 clusters Score -3218874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Entering Unmasked Estep 
Score: -341804.093750 Penalty: 1354.780273
	Iteration 0F: 2 clusters Score -341804.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -338379.531250 Penalty: 2709.560547
	Iteration 0F: 3 clusters Score -338379.5 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -339530.875000 Penalty: 2709.560547
	Iteration 1F: 3 clusters Score -339530.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -339937.718750 Penalty: 2709.560547
	Iteration 2F: 3 clusters Score -339937.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -340332.812500 Penalty: 2709.560547
	Iteration 3F: 3 clusters Score -340332.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -340750.781250 Penalty: 2709.560547
	Iteration 4F: 3 clusters Score -340750.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -341102.375000 Penalty: 2709.560547
	Iteration 5F: 3 clusters Score -341102.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -341294.625000 Penalty: 2709.560547
	Iteration 6F: 3 clusters Score -341294.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -341424.906250 Penalty: 2709.560547
	Iteration 7Q: 3 clusters Score -341424.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -341570.312500 Penalty: 2709.560547
	Iteration 8Q: 3 clusters Score -341570.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -341762.625000 Penalty: 2709.560547
	Iteration 9Q: 3 clusters Score -341762.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -342025.250000 Penalty: 2709.560547
	Iteration 10Q: 3 clusters Score -342025.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -342207.562500 Penalty: 2709.560547
	Iteration 11Q: 3 clusters Score -342207.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -342280.312500 Penalty: 2709.560547
	Iteration 12Q: 3 clusters Score -342280.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -342321.437500 Penalty: 2709.560547
	Iteration 13Q: 3 clusters Score -342321.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -342336.781250 Penalty: 2709.560547
	Iteration 14Q: 3 clusters Score -342336.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -342347.031250 Penalty: 2709.560547
	Iteration 15Q: 3 clusters Score -342347 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -342357.843750 Penalty: 2709.560547
	Iteration 16Q: 3 clusters Score -342357.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -342367.000000 Penalty: 2709.560547
	Iteration 17Q: 3 clusters Score -342367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -342373.062500 Penalty: 2709.560547
	Iteration 18Q: 3 clusters Score -342373.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -342377.500000 Penalty: 2709.560547
	Iteration 19Q: 3 clusters Score -342377.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -342378.656250 Penalty: 2709.560547
	Iteration 20F: 3 clusters Score -342378.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -342378.937500 Penalty: 2709.560547
	Iteration 21Q: 3 clusters Score -342378.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -342379.156250 Penalty: 2709.560547
	Iteration 22Q: 3 clusters Score -342379.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -342379.156250 Penalty: 2709.560547
	Iteration 23F: 3 clusters Score -342379.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 8431 members 
Mstep: Class 3 contains 41325 members 
Mstep: Class 4 contains 5523 members 
Mstep: Class 5 contains 21979 members 
Mstep: Class 6 contains 10498 members 
Mstep: Class 7 contains 14879 members 
Mstep: Class 8 contains 11009 members 
Mstep: Class 9 contains 5359 members 
Mstep: Class 10 contains 129638 members 
Mstep: Class 11 contains 18284 members 
Mstep: Class 12 contains 556 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 2862 members 
Mstep: Class 15 contains 119388 members 
Mstep: Class 16 contains 90875 members 
Mstep: Class 17 contains 125787 members 
Mstep: Class 18 contains 35245 members 
Mstep: Class 19 contains 2481 members 
Mstep: Class 20 contains 7969 members 
Mstep: Class 21 contains 7893 members 
Mstep: Class 22 contains 70008 members 
Mstep: Class 23 contains 10077 members 
Mstep: Class 24 contains 5994 members 
Mstep: Class 25 contains 42974 members 
Mstep: Class 26 contains 2474 members 
Mstep: Class 27 contains 16290 members 
Mstep: Class 28 contains 5646 members 
Mstep: Class 29 contains 25807 members 
Mstep: Class 30 contains 60233 members 
Mstep: Class 31 contains 2616 members 
Mstep: Class 32 contains 1577 members 
Mstep: Class 33 contains 1695 members 
Entering Unmasked Estep 
Score: -84430224.000000 Penalty: 73857.421875
Splitting cluster 19 changes total score from -84429936.000000 to -84430224.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 20 (7969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Entering Unmasked Estep 
Score: -684457.687500 Penalty: 1459.788574
	Iteration 0F: 2 clusters Score -684457.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -678693.875000 Penalty: 2919.577148
	Iteration 0F: 3 clusters Score -678693.9 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -681422.500000 Penalty: 2919.577148
	Iteration 1F: 3 clusters Score -681422.5 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -683141.625000 Penalty: 2919.577148
	Iteration 2F: 3 clusters Score -683141.6 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -684492.687500 Penalty: 2919.577148
	Iteration 3F: 3 clusters Score -684492.7 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -685189.812500 Penalty: 2919.577148
	Iteration 4F: 3 clusters Score -685189.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -685447.875000 Penalty: 2919.577148
	Iteration 5Q: 3 clusters Score -685447.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -685582.375000 Penalty: 2919.577148
	Iteration 6Q: 3 clusters Score -685582.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -685660.500000 Penalty: 2919.577148
	Iteration 7Q: 3 clusters Score -685660.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -685711.250000 Penalty: 2919.577148
	Iteration 8Q: 3 clusters Score -685711.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -685754.187500 Penalty: 2919.577148
	Iteration 9Q: 3 clusters Score -685754.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -685806.250000 Penalty: 2919.577148
	Iteration 10Q: 3 clusters Score -685806.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -685844.312500 Penalty: 2919.577148
	Iteration 11Q: 3 clusters Score -685844.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -685875.000000 Penalty: 2919.577148
	Iteration 12Q: 3 clusters Score -685875 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -685906.625000 Penalty: 2919.577148
	Iteration 13Q: 3 clusters Score -685906.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -685947.250000 Penalty: 2919.577148
	Iteration 14Q: 3 clusters Score -685947.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -685980.125000 Penalty: 2919.577148
	Iteration 15Q: 3 clusters Score -685980.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -686008.625000 Penalty: 2919.577148
	Iteration 16Q: 3 clusters Score -686008.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -686032.625000 Penalty: 2919.577148
	Iteration 17Q: 3 clusters Score -686032.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -686059.812500 Penalty: 2919.577148
	Iteration 18Q: 3 clusters Score -686059.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -686080.812500 Penalty: 2919.577148
	Iteration 19Q: 3 clusters Score -686080.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -686093.187500 Penalty: 2919.577148
	Iteration 20F: 3 clusters Score -686093.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -686102.062500 Penalty: 2919.577148
	Iteration 21Q: 3 clusters Score -686102.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -686110.000000 Penalty: 2919.577148
	Iteration 22Q: 3 clusters Score -686110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -686115.187500 Penalty: 2919.577148
	Iteration 23Q: 3 clusters Score -686115.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -686122.875000 Penalty: 2919.577148
	Iteration 24Q: 3 clusters Score -686122.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -686132.312500 Penalty: 2919.577148
	Iteration 25Q: 3 clusters Score -686132.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -686141.375000 Penalty: 2919.577148
	Iteration 26Q: 3 clusters Score -686141.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -686145.750000 Penalty: 2919.577148
	Iteration 27Q: 3 clusters Score -686145.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -686147.812500 Penalty: 2919.577148
	Iteration 28Q: 3 clusters Score -686147.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -686153.125000 Penalty: 2919.577148
	Iteration 29Q: 3 clusters Score -686153.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -686155.250000 Penalty: 2919.577148
	Iteration 30Q: 3 clusters Score -686155.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -686157.750000 Penalty: 2919.577148
	Iteration 31Q: 3 clusters Score -686157.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -686163.187500 Penalty: 2919.577148
	Iteration 32Q: 3 clusters Score -686163.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -686166.187500 Penalty: 2919.577148
	Iteration 33Q: 3 clusters Score -686166.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -686168.750000 Penalty: 2919.577148
	Iteration 34Q: 3 clusters Score -686168.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -686171.562500 Penalty: 2919.577148
	Iteration 35Q: 3 clusters Score -686171.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -686174.500000 Penalty: 2919.577148
	Iteration 36Q: 3 clusters Score -686174.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -686175.937500 Penalty: 2919.577148
	Iteration 37Q: 3 clusters Score -686175.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -686176.625000 Penalty: 2919.577148
	Iteration 38Q: 3 clusters Score -686176.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -686176.812500 Penalty: 2919.577148
	Iteration 39Q: 3 clusters Score -686176.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -686177.312500 Penalty: 2919.577148
	Iteration 40F: 3 clusters Score -686177.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -686178.500000 Penalty: 2919.577148
	Iteration 41Q: 3 clusters Score -686178.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -686178.500000 Penalty: 2919.577148
	Iteration 42F: 3 clusters Score -686178.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 8431 members 
Mstep: Class 3 contains 41325 members 
Mstep: Class 4 contains 5523 members 
Mstep: Class 5 contains 21979 members 
Mstep: Class 6 contains 10498 members 
Mstep: Class 7 contains 14879 members 
Mstep: Class 8 contains 11009 members 
Mstep: Class 9 contains 5359 members 
Mstep: Class 10 contains 129638 members 
Mstep: Class 11 contains 18284 members 
Mstep: Class 12 contains 556 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 2862 members 
Mstep: Class 15 contains 119388 members 
Mstep: Class 16 contains 90875 members 
Mstep: Class 17 contains 125787 members 
Mstep: Class 18 contains 35245 members 
Mstep: Class 19 contains 2481 members 
Mstep: Class 20 contains 5389 members 
Mstep: Class 21 contains 7893 members 
Mstep: Class 22 contains 70008 members 
Mstep: Class 23 contains 10077 members 
Mstep: Class 24 contains 5994 members 
Mstep: Class 25 contains 42974 members 
Mstep: Class 26 contains 2474 members 
Mstep: Class 27 contains 16290 members 
Mstep: Class 28 contains 5646 members 
Mstep: Class 29 contains 25807 members 
Mstep: Class 30 contains 60233 members 
Mstep: Class 31 contains 2616 members 
Mstep: Class 32 contains 1577 members 
Mstep: Class 33 contains 1695 members 
Mstep: Class 34 contains 2580 members 
Entering Unmasked Estep 
Score: -84431224.000000 Penalty: 76095.531250
Splitting cluster 20 changes total score from -84429936.000000 to -84431224.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 21 (7893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Entering Unmasked Estep 
Score: -658111.750000 Penalty: 1458.231445
	Iteration 0F: 2 clusters Score -658111.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -652406.500000 Penalty: 2916.462891
	Iteration 0F: 3 clusters Score -652406.5 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -654486.750000 Penalty: 2916.462891
	Iteration 1F: 3 clusters Score -654486.8 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -654900.687500 Penalty: 2916.462891
	Iteration 2F: 3 clusters Score -654900.7 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -655172.187500 Penalty: 2916.462891
	Iteration 3F: 3 clusters Score -655172.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -655370.187500 Penalty: 2916.462891
	Iteration 4F: 3 clusters Score -655370.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -655536.812500 Penalty: 2916.462891
	Iteration 5Q: 3 clusters Score -655536.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -655720.312500 Penalty: 2916.462891
	Iteration 6Q: 3 clusters Score -655720.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -655927.375000 Penalty: 2916.462891
	Iteration 7Q: 3 clusters Score -655927.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -656139.312500 Penalty: 2916.462891
	Iteration 8Q: 3 clusters Score -656139.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -656319.750000 Penalty: 2916.462891
	Iteration 9Q: 3 clusters Score -656319.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -656509.125000 Penalty: 2916.462891
	Iteration 10Q: 3 clusters Score -656509.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -656673.375000 Penalty: 2916.462891
	Iteration 11Q: 3 clusters Score -656673.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -656838.375000 Penalty: 2916.462891
	Iteration 12Q: 3 clusters Score -656838.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -656973.500000 Penalty: 2916.462891
	Iteration 13Q: 3 clusters Score -656973.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -657088.312500 Penalty: 2916.462891
	Iteration 14Q: 3 clusters Score -657088.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -657187.062500 Penalty: 2916.462891
	Iteration 15Q: 3 clusters Score -657187.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -657277.875000 Penalty: 2916.462891
	Iteration 16Q: 3 clusters Score -657277.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -657351.437500 Penalty: 2916.462891
	Iteration 17Q: 3 clusters Score -657351.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -657412.562500 Penalty: 2916.462891
	Iteration 18Q: 3 clusters Score -657412.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -657457.687500 Penalty: 2916.462891
	Iteration 19Q: 3 clusters Score -657457.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -657489.500000 Penalty: 2916.462891
	Iteration 20F: 3 clusters Score -657489.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -657518.375000 Penalty: 2916.462891
	Iteration 21Q: 3 clusters Score -657518.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -657537.812500 Penalty: 2916.462891
	Iteration 22Q: 3 clusters Score -657537.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -657546.937500 Penalty: 2916.462891
	Iteration 23Q: 3 clusters Score -657546.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -657552.562500 Penalty: 2916.462891
	Iteration 24Q: 3 clusters Score -657552.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -657556.187500 Penalty: 2916.462891
	Iteration 25Q: 3 clusters Score -657556.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -657557.875000 Penalty: 2916.462891
	Iteration 26Q: 3 clusters Score -657557.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -657558.812500 Penalty: 2916.462891
	Iteration 27Q: 3 clusters Score -657558.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -657558.812500 Penalty: 2916.462891
	Iteration 28F: 3 clusters Score -657558.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (70008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70008 members 
Entering Unmasked Estep 
Score: -6459405.000000 Penalty: 1812.909180
	Iteration 0F: 2 clusters Score -6459405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -6412424.500000 Penalty: 3625.818359
	Iteration 0F: 3 clusters Score -6412424 nChanged 33244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -6431796.000000 Penalty: 3625.818359
	Iteration 1F: 3 clusters Score -6431796 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -6432717.000000 Penalty: 3625.818359
	Iteration 2Q: 3 clusters Score -6432717 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -6434097.500000 Penalty: 3625.818359
	Iteration 3Q: 3 clusters Score -6434098 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -6436148.000000 Penalty: 3625.818359
	Iteration 4F: 3 clusters Score -6436148 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -6438537.000000 Penalty: 3625.818359
	Iteration 5F: 3 clusters Score -6438537 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45374 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -6441043.000000 Penalty: 3625.818359
	Iteration 6F: 3 clusters Score -6441043 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47930 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -6443175.500000 Penalty: 3625.818359
	Iteration 7F: 3 clusters Score -6443176 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50510 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -6445282.000000 Penalty: 3625.818359
	Iteration 8F: 3 clusters Score -6445282 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53027 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -6447250.000000 Penalty: 3625.818359
	Iteration 9Q: 3 clusters Score -6447250 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55382 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -6449128.000000 Penalty: 3625.818359
	Iteration 10Q: 3 clusters Score -6449128 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57469 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -6450852.500000 Penalty: 3625.818359
	Iteration 11Q: 3 clusters Score -6450852 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59158 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -6452150.000000 Penalty: 3625.818359
	Iteration 12Q: 3 clusters Score -6452150 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60582 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -6453073.500000 Penalty: 3625.818359
	Iteration 13Q: 3 clusters Score -6453074 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61774 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -6453766.000000 Penalty: 3625.818359
	Iteration 14Q: 3 clusters Score -6453766 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62870 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -6454282.000000 Penalty: 3625.818359
	Iteration 15Q: 3 clusters Score -6454282 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63836 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -6454741.000000 Penalty: 3625.818359
	Iteration 16Q: 3 clusters Score -6454741 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64740 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -6455219.500000 Penalty: 3625.818359
	Iteration 17Q: 3 clusters Score -6455220 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65565 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -6455634.000000 Penalty: 3625.818359
	Iteration 18Q: 3 clusters Score -6455634 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66365 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -6456051.000000 Penalty: 3625.818359
	Iteration 19Q: 3 clusters Score -6456051 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67046 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -6456436.000000 Penalty: 3625.818359
	Iteration 20F: 3 clusters Score -6456436 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67601 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -6456702.000000 Penalty: 3625.818359
	Iteration 21Q: 3 clusters Score -6456702 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68066 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -6456951.500000 Penalty: 3625.818359
	Iteration 22Q: 3 clusters Score -6456952 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68444 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -6457148.500000 Penalty: 3625.818359
	Iteration 23Q: 3 clusters Score -6457148 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68747 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -6457326.000000 Penalty: 3625.818359
	Iteration 24Q: 3 clusters Score -6457326 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68970 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -6457471.500000 Penalty: 3625.818359
	Iteration 25Q: 3 clusters Score -6457472 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69126 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -6457581.000000 Penalty: 3625.818359
	Iteration 26Q: 3 clusters Score -6457581 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69236 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -6457642.000000 Penalty: 3625.818359
	Iteration 27Q: 3 clusters Score -6457642 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69321 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -6457693.500000 Penalty: 3625.818359
	Iteration 28Q: 3 clusters Score -6457694 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69374 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -6457734.500000 Penalty: 3625.818359
	Iteration 29Q: 3 clusters Score -6457734 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69407 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6457766.500000 Penalty: 3625.818359
	Iteration 30Q: 3 clusters Score -6457766 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69443 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6457794.000000 Penalty: 3625.818359
	Iteration 31Q: 3 clusters Score -6457794 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69465 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6457805.000000 Penalty: 3625.818359
	Iteration 32Q: 3 clusters Score -6457805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69480 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6457821.500000 Penalty: 3625.818359
	Iteration 33Q: 3 clusters Score -6457822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69488 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6457841.000000 Penalty: 3625.818359
	Iteration 34Q: 3 clusters Score -6457841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69492 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -6457843.500000 Penalty: 3625.818359
	Iteration 35Q: 3 clusters Score -6457844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69495 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6457844.000000 Penalty: 3625.818359
	Iteration 36Q: 3 clusters Score -6457844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69502 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -6457857.000000 Penalty: 3625.818359
	Iteration 37Q: 3 clusters Score -6457857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69505 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -6457863.000000 Penalty: 3625.818359
	Iteration 38Q: 3 clusters Score -6457863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69507 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6457864.500000 Penalty: 3625.818359
	Iteration 39Q: 3 clusters Score -6457864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69511 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -6457864.500000 Penalty: 3625.818359
	Iteration 40F: 3 clusters Score -6457864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69513 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -6457863.500000 Penalty: 3625.818359
	Iteration 41Q: 3 clusters Score -6457864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69517 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6457865.500000 Penalty: 3625.818359
	Iteration 42Q: 3 clusters Score -6457866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69521 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -6457866.000000 Penalty: 3625.818359
	Iteration 43Q: 3 clusters Score -6457866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69527 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6457872.500000 Penalty: 3625.818359
	Iteration 44Q: 3 clusters Score -6457872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69530 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -6457879.500000 Penalty: 3625.818359
	Iteration 45Q: 3 clusters Score -6457880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69532 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -6457887.000000 Penalty: 3625.818359
	Iteration 46Q: 3 clusters Score -6457887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69533 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -6457895.500000 Penalty: 3625.818359
	Iteration 47Q: 3 clusters Score -6457896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69539 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6457894.500000 Penalty: 3625.818359
	Iteration 48Q: 3 clusters Score -6457894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69539 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6457894.500000 Penalty: 3625.818359
	Iteration 49F: 3 clusters Score -6457894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Entering Unmasked Estep 
Score: -873906.062500 Penalty: 1497.926758
	Iteration 0F: 2 clusters Score -873906.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -866683.625000 Penalty: 2995.853516
	Iteration 0F: 3 clusters Score -866683.6 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -869739.500000 Penalty: 2995.853516
	Iteration 1F: 3 clusters Score -869739.5 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -870608.062500 Penalty: 2995.853516
	Iteration 2F: 3 clusters Score -870608.1 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -871269.625000 Penalty: 2995.853516
	Iteration 3F: 3 clusters Score -871269.6 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -871776.000000 Penalty: 2995.853516
	Iteration 4F: 3 clusters Score -871776 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -872199.437500 Penalty: 2995.853516
	Iteration 5F: 3 clusters Score -872199.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -872587.750000 Penalty: 2995.853516
	Iteration 6F: 3 clusters Score -872587.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -872925.125000 Penalty: 2995.853516
	Iteration 7Q: 3 clusters Score -872925.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -873206.562500 Penalty: 2995.853516
	Iteration 8Q: 3 clusters Score -873206.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -873444.187500 Penalty: 2995.853516
	Iteration 9Q: 3 clusters Score -873444.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -873656.437500 Penalty: 2995.853516
	Iteration 10Q: 3 clusters Score -873656.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -873806.312500 Penalty: 2995.853516
	Iteration 11Q: 3 clusters Score -873806.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -873897.562500 Penalty: 2995.853516
	Iteration 12Q: 3 clusters Score -873897.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -873955.687500 Penalty: 2995.853516
	Iteration 13Q: 3 clusters Score -873955.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -873994.812500 Penalty: 2995.853516
	Iteration 14Q: 3 clusters Score -873994.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -874023.062500 Penalty: 2995.853516
	Iteration 15Q: 3 clusters Score -874023.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -874047.812500 Penalty: 2995.853516
	Iteration 16Q: 3 clusters Score -874047.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -874056.562500 Penalty: 2995.853516
	Iteration 17Q: 3 clusters Score -874056.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -874064.250000 Penalty: 2995.853516
	Iteration 18Q: 3 clusters Score -874064.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -874067.312500 Penalty: 2995.853516
	Iteration 19Q: 3 clusters Score -874067.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -874074.125000 Penalty: 2995.853516
	Iteration 20F: 3 clusters Score -874074.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -874081.875000 Penalty: 2995.853516
	Iteration 21Q: 3 clusters Score -874081.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -874083.312500 Penalty: 2995.853516
	Iteration 22Q: 3 clusters Score -874083.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -874083.937500 Penalty: 2995.853516
	Iteration 23Q: 3 clusters Score -874083.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -874086.625000 Penalty: 2995.853516
	Iteration 24Q: 3 clusters Score -874086.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -874087.625000 Penalty: 2995.853516
	Iteration 25Q: 3 clusters Score -874087.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -874087.062500 Penalty: 2995.853516
	Iteration 26Q: 3 clusters Score -874087.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -874088.750000 Penalty: 2995.853516
	Iteration 27Q: 3 clusters Score -874088.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -874087.375000 Penalty: 2995.853516
	Iteration 28Q: 3 clusters Score -874087.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -874087.375000 Penalty: 2995.853516
	Iteration 29F: 3 clusters Score -874087.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 8431 members 
Mstep: Class 3 contains 41325 members 
Mstep: Class 4 contains 5523 members 
Mstep: Class 5 contains 21979 members 
Mstep: Class 6 contains 10498 members 
Mstep: Class 7 contains 14879 members 
Mstep: Class 8 contains 11009 members 
Mstep: Class 9 contains 5359 members 
Mstep: Class 10 contains 129638 members 
Mstep: Class 11 contains 18284 members 
Mstep: Class 12 contains 556 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 2862 members 
Mstep: Class 15 contains 119388 members 
Mstep: Class 16 contains 90875 members 
Mstep: Class 17 contains 125787 members 
Mstep: Class 18 contains 35245 members 
Mstep: Class 19 contains 2481 members 
Mstep: Class 20 contains 5389 members 
Mstep: Class 21 contains 7893 members 
Mstep: Class 22 contains 70008 members 
Mstep: Class 23 contains 8706 members 
Mstep: Class 24 contains 5994 members 
Mstep: Class 25 contains 42974 members 
Mstep: Class 26 contains 2474 members 
Mstep: Class 27 contains 16290 members 
Mstep: Class 28 contains 5646 members 
Mstep: Class 29 contains 25807 members 
Mstep: Class 30 contains 60233 members 
Mstep: Class 31 contains 2616 members 
Mstep: Class 32 contains 1577 members 
Mstep: Class 33 contains 1695 members 
Mstep: Class 34 contains 2580 members 
Mstep: Class 35 contains 1371 members 
Entering Unmasked Estep 
Score: -84430768.000000 Penalty: 78333.632812
Splitting cluster 23 changes total score from -84429936.000000 to -84430768.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 24 (5994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Entering Unmasked Estep 
Score: -544631.750000 Penalty: 1413.508545
	Iteration 0F: 2 clusters Score -544631.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -540016.562500 Penalty: 2827.017090
	Iteration 0F: 3 clusters Score -540016.6 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -541373.937500 Penalty: 2827.017090
	Iteration 1F: 3 clusters Score -541373.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -541770.625000 Penalty: 2827.017090
	Iteration 2F: 3 clusters Score -541770.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -542379.062500 Penalty: 2827.017090
	Iteration 3F: 3 clusters Score -542379.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -542970.375000 Penalty: 2827.017090
	Iteration 4F: 3 clusters Score -542970.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -543440.937500 Penalty: 2827.017090
	Iteration 5F: 3 clusters Score -543440.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -543808.000000 Penalty: 2827.017090
	Iteration 6F: 3 clusters Score -543808 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -544063.812500 Penalty: 2827.017090
	Iteration 7F: 3 clusters Score -544063.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -544255.125000 Penalty: 2827.017090
	Iteration 8Q: 3 clusters Score -544255.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -544391.187500 Penalty: 2827.017090
	Iteration 9Q: 3 clusters Score -544391.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -544481.750000 Penalty: 2827.017090
	Iteration 10Q: 3 clusters Score -544481.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -544551.375000 Penalty: 2827.017090
	Iteration 11Q: 3 clusters Score -544551.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -544612.812500 Penalty: 2827.017090
	Iteration 12Q: 3 clusters Score -544612.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -544663.875000 Penalty: 2827.017090
	Iteration 13Q: 3 clusters Score -544663.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -544695.937500 Penalty: 2827.017090
	Iteration 14Q: 3 clusters Score -544695.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -544718.125000 Penalty: 2827.017090
	Iteration 15Q: 3 clusters Score -544718.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -544743.375000 Penalty: 2827.017090
	Iteration 16Q: 3 clusters Score -544743.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -544774.750000 Penalty: 2827.017090
	Iteration 17Q: 3 clusters Score -544774.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -544791.125000 Penalty: 2827.017090
	Iteration 18Q: 3 clusters Score -544791.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -544799.875000 Penalty: 2827.017090
	Iteration 19Q: 3 clusters Score -544799.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -544810.250000 Penalty: 2827.017090
	Iteration 20F: 3 clusters Score -544810.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -544819.375000 Penalty: 2827.017090
	Iteration 21Q: 3 clusters Score -544819.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -544823.187500 Penalty: 2827.017090
	Iteration 22Q: 3 clusters Score -544823.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -544822.937500 Penalty: 2827.017090
	Iteration 23Q: 3 clusters Score -544822.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -544822.937500 Penalty: 2827.017090
	Iteration 24F: 3 clusters Score -544822.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 8431 members 
Mstep: Class 3 contains 41325 members 
Mstep: Class 4 contains 5523 members 
Mstep: Class 5 contains 21979 members 
Mstep: Class 6 contains 10498 members 
Mstep: Class 7 contains 14879 members 
Mstep: Class 8 contains 11009 members 
Mstep: Class 9 contains 5359 members 
Mstep: Class 10 contains 129638 members 
Mstep: Class 11 contains 18284 members 
Mstep: Class 12 contains 556 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 2862 members 
Mstep: Class 15 contains 119388 members 
Mstep: Class 16 contains 90875 members 
Mstep: Class 17 contains 125787 members 
Mstep: Class 18 contains 35245 members 
Mstep: Class 19 contains 2481 members 
Mstep: Class 20 contains 5389 members 
Mstep: Class 21 contains 7893 members 
Mstep: Class 22 contains 70008 members 
Mstep: Class 23 contains 8706 members 
Mstep: Class 24 contains 464 members 
Mstep: Class 25 contains 42974 members 
Mstep: Class 26 contains 2474 members 
Mstep: Class 27 contains 16290 members 
Mstep: Class 28 contains 5646 members 
Mstep: Class 29 contains 25807 members 
Mstep: Class 30 contains 60233 members 
Mstep: Class 31 contains 2616 members 
Mstep: Class 32 contains 1577 members 
Mstep: Class 33 contains 1695 members 
Mstep: Class 34 contains 2580 members 
Mstep: Class 35 contains 1371 members 
Mstep: Class 36 contains 5530 members 
Entering Unmasked Estep 
Score: -84430040.000000 Penalty: 80571.734375
Splitting cluster 24 changes total score from -84429936.000000 to -84430040.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 25 (42974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Entering Unmasked Estep 
Score: -3981861.750000 Penalty: 1733.606934
	Iteration 0F: 2 clusters Score -3981862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -3953289.500000 Penalty: 3467.213867
	Iteration 0F: 3 clusters Score -3953290 nChanged 19930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -3964108.250000 Penalty: 3467.213867
	Iteration 1F: 3 clusters Score -3964108 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -3964612.000000 Penalty: 3467.213867
	Iteration 2Q: 3 clusters Score -3964612 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -3965184.250000 Penalty: 3467.213867
	Iteration 3Q: 3 clusters Score -3965184 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -3966001.250000 Penalty: 3467.213867
	Iteration 4Q: 3 clusters Score -3966001 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -3967228.750000 Penalty: 3467.213867
	Iteration 5F: 3 clusters Score -3967229 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -3968906.000000 Penalty: 3467.213867
	Iteration 6F: 3 clusters Score -3968906 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -3970876.000000 Penalty: 3467.213867
	Iteration 7F: 3 clusters Score -3970876 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -3972725.500000 Penalty: 3467.213867
	Iteration 8F: 3 clusters Score -3972726 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -3974319.500000 Penalty: 3467.213867
	Iteration 9F: 3 clusters Score -3974320 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -3975757.750000 Penalty: 3467.213867
	Iteration 10Q: 3 clusters Score -3975758 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -3976955.000000 Penalty: 3467.213867
	Iteration 11Q: 3 clusters Score -3976955 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -3978109.500000 Penalty: 3467.213867
	Iteration 12Q: 3 clusters Score -3978110 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -3979192.250000 Penalty: 3467.213867
	Iteration 13Q: 3 clusters Score -3979192 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -3980084.000000 Penalty: 3467.213867
	Iteration 14Q: 3 clusters Score -3980084 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39970 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -3980619.750000 Penalty: 3467.213867
	Iteration 15Q: 3 clusters Score -3980620 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -3980878.500000 Penalty: 3467.213867
	Iteration 16Q: 3 clusters Score -3980878 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -3981027.500000 Penalty: 3467.213867
	Iteration 17Q: 3 clusters Score -3981028 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -3981094.750000 Penalty: 3467.213867
	Iteration 18Q: 3 clusters Score -3981095 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -3981143.750000 Penalty: 3467.213867
	Iteration 19Q: 3 clusters Score -3981144 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -3981172.000000 Penalty: 3467.213867
	Iteration 20F: 3 clusters Score -3981172 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -3981182.500000 Penalty: 3467.213867
	Iteration 21Q: 3 clusters Score -3981182 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -3981191.000000 Penalty: 3467.213867
	Iteration 22Q: 3 clusters Score -3981191 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -3981195.500000 Penalty: 3467.213867
	Iteration 23Q: 3 clusters Score -3981196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3981203.750000 Penalty: 3467.213867
	Iteration 24Q: 3 clusters Score -3981204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -3981210.000000 Penalty: 3467.213867
	Iteration 25Q: 3 clusters Score -3981210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3981212.750000 Penalty: 3467.213867
	Iteration 26Q: 3 clusters Score -3981213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3981213.500000 Penalty: 3467.213867
	Iteration 27Q: 3 clusters Score -3981214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3981212.500000 Penalty: 3467.213867
	Iteration 28Q: 3 clusters Score -3981212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3981217.750000 Penalty: 3467.213867
	Iteration 29Q: 3 clusters Score -3981218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3981215.500000 Penalty: 3467.213867
	Iteration 30Q: 3 clusters Score -3981216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -3981210.250000 Penalty: 3467.213867
	Iteration 31Q: 3 clusters Score -3981210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3981219.000000 Penalty: 3467.213867
	Iteration 32Q: 3 clusters Score -3981219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3981218.500000 Penalty: 3467.213867
	Iteration 33Q: 3 clusters Score -3981218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3981216.500000 Penalty: 3467.213867
	Iteration 34Q: 3 clusters Score -3981216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -3981215.500000 Penalty: 3467.213867
	Iteration 35Q: 3 clusters Score -3981216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -3981219.500000 Penalty: 3467.213867
	Iteration 36Q: 3 clusters Score -3981220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -3981220.250000 Penalty: 3467.213867
	Iteration 37Q: 3 clusters Score -3981220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -3981222.750000 Penalty: 3467.213867
	Iteration 38Q: 3 clusters Score -3981223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -3981223.500000 Penalty: 3467.213867
	Iteration 39Q: 3 clusters Score -3981224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3981221.250000 Penalty: 3467.213867
	Iteration 40F: 3 clusters Score -3981221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3981226.750000 Penalty: 3467.213867
	Iteration 41Q: 3 clusters Score -3981227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -3981231.250000 Penalty: 3467.213867
	Iteration 42Q: 3 clusters Score -3981231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3981228.750000 Penalty: 3467.213867
	Iteration 43Q: 3 clusters Score -3981229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -3981231.500000 Penalty: 3467.213867
	Iteration 44Q: 3 clusters Score -3981232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3981226.250000 Penalty: 3467.213867
	Iteration 45Q: 3 clusters Score -3981226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -3981225.750000 Penalty: 3467.213867
	Iteration 46Q: 3 clusters Score -3981226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3981225.250000 Penalty: 3467.213867
	Iteration 47Q: 3 clusters Score -3981225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -3981224.000000 Penalty: 3467.213867
	Iteration 48Q: 3 clusters Score -3981224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3981221.000000 Penalty: 3467.213867
	Iteration 49Q: 3 clusters Score -3981221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3981221.000000 Penalty: 3467.213867
	Iteration 50F: 3 clusters Score -3981221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Entering Unmasked Estep 
Score: -170867.218750 Penalty: 1269.708618
	Iteration 0F: 2 clusters Score -170867.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -168579.453125 Penalty: 2539.417236
	Iteration 0F: 3 clusters Score -168579.5 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -169839.546875 Penalty: 2539.417236
	Iteration 1F: 3 clusters Score -169839.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -170408.187500 Penalty: 2539.417236
	Iteration 2F: 3 clusters Score -170408.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -170815.984375 Penalty: 2539.417236
	Iteration 3F: 3 clusters Score -170816 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -171043.843750 Penalty: 2539.417236
	Iteration 4F: 3 clusters Score -171043.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -171183.343750 Penalty: 2539.417236
	Iteration 5F: 3 clusters Score -171183.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -171262.171875 Penalty: 2539.417236
	Iteration 6Q: 3 clusters Score -171262.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -171308.140625 Penalty: 2539.417236
	Iteration 7Q: 3 clusters Score -171308.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -171336.750000 Penalty: 2539.417236
	Iteration 8Q: 3 clusters Score -171336.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -171351.937500 Penalty: 2539.417236
	Iteration 9Q: 3 clusters Score -171351.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -171369.312500 Penalty: 2539.417236
	Iteration 10Q: 3 clusters Score -171369.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -171384.703125 Penalty: 2539.417236
	Iteration 11Q: 3 clusters Score -171384.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -171396.937500 Penalty: 2539.417236
	Iteration 12Q: 3 clusters Score -171396.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -171407.250000 Penalty: 2539.417236
	Iteration 13Q: 3 clusters Score -171407.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -171418.000000 Penalty: 2539.417236
	Iteration 14Q: 3 clusters Score -171418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -171427.375000 Penalty: 2539.417236
	Iteration 15Q: 3 clusters Score -171427.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -171431.531250 Penalty: 2539.417236
	Iteration 16Q: 3 clusters Score -171431.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -171437.968750 Penalty: 2539.417236
	Iteration 17Q: 3 clusters Score -171438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -171444.031250 Penalty: 2539.417236
	Iteration 18Q: 3 clusters Score -171444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -171456.640625 Penalty: 2539.417236
	Iteration 19Q: 3 clusters Score -171456.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -171477.125000 Penalty: 2539.417236
	Iteration 20F: 3 clusters Score -171477.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -171511.718750 Penalty: 2539.417236
	Iteration 21Q: 3 clusters Score -171511.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -171534.281250 Penalty: 2539.417236
	Iteration 22Q: 3 clusters Score -171534.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -171567.609375 Penalty: 2539.417236
	Iteration 23Q: 3 clusters Score -171567.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -171611.562500 Penalty: 2539.417236
	Iteration 24Q: 3 clusters Score -171611.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -171654.843750 Penalty: 2539.417236
	Iteration 25Q: 3 clusters Score -171654.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -171735.312500 Penalty: 2539.417236
	Iteration 26Q: 3 clusters Score -171735.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -171826.812500 Penalty: 2539.417236
	Iteration 27Q: 3 clusters Score -171826.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -171869.500000 Penalty: 2539.417236
	Iteration 28Q: 3 clusters Score -171869.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -171893.687500 Penalty: 2539.417236
	Iteration 29Q: 3 clusters Score -171893.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -171904.953125 Penalty: 2539.417236
	Iteration 30Q: 3 clusters Score -171905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -171911.562500 Penalty: 2539.417236
	Iteration 31Q: 3 clusters Score -171911.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -171914.843750 Penalty: 2539.417236
	Iteration 32Q: 3 clusters Score -171914.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -171916.109375 Penalty: 2539.417236
	Iteration 33Q: 3 clusters Score -171916.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -171917.234375 Penalty: 2539.417236
	Iteration 34Q: 3 clusters Score -171917.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -171919.515625 Penalty: 2539.417236
	Iteration 35Q: 3 clusters Score -171919.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -171920.453125 Penalty: 2539.417236
	Iteration 36Q: 3 clusters Score -171920.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -171921.343750 Penalty: 2539.417236
	Iteration 37Q: 3 clusters Score -171921.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -171921.343750 Penalty: 2539.417236
	Iteration 38F: 3 clusters Score -171921.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 8431 members 
Mstep: Class 3 contains 41325 members 
Mstep: Class 4 contains 5523 members 
Mstep: Class 5 contains 21979 members 
Mstep: Class 6 contains 10498 members 
Mstep: Class 7 contains 14879 members 
Mstep: Class 8 contains 11009 members 
Mstep: Class 9 contains 5359 members 
Mstep: Class 10 contains 129638 members 
Mstep: Class 11 contains 18284 members 
Mstep: Class 12 contains 556 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 2862 members 
Mstep: Class 15 contains 119388 members 
Mstep: Class 16 contains 90875 members 
Mstep: Class 17 contains 125787 members 
Mstep: Class 18 contains 35245 members 
Mstep: Class 19 contains 2481 members 
Mstep: Class 20 contains 5389 members 
Mstep: Class 21 contains 7893 members 
Mstep: Class 22 contains 70008 members 
Mstep: Class 23 contains 8706 members 
Mstep: Class 24 contains 464 members 
Mstep: Class 25 contains 42974 members 
Mstep: Class 26 contains 1616 members 
Mstep: Class 27 contains 16290 members 
Mstep: Class 28 contains 5646 members 
Mstep: Class 29 contains 25807 members 
Mstep: Class 30 contains 60233 members 
Mstep: Class 31 contains 2616 members 
Mstep: Class 32 contains 1577 members 
Mstep: Class 33 contains 1695 members 
Mstep: Class 34 contains 2580 members 
Mstep: Class 35 contains 1371 members 
Mstep: Class 36 contains 5530 members 
Mstep: Class 37 contains 858 members 
Entering Unmasked Estep 
Score: -84430128.000000 Penalty: 82809.843750
Splitting cluster 26 changes total score from -84429936.000000 to -84430128.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 27 (16290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Entering Unmasked Estep 
Score: -1417163.000000 Penalty: 1575.974854
	Iteration 0F: 2 clusters Score -1417163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1406105.375000 Penalty: 3151.949707
	Iteration 0F: 3 clusters Score -1406105 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1410522.750000 Penalty: 3151.949707
	Iteration 1F: 3 clusters Score -1410523 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1411631.625000 Penalty: 3151.949707
	Iteration 2F: 3 clusters Score -1411632 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1412891.500000 Penalty: 3151.949707
	Iteration 3F: 3 clusters Score -1412892 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1414053.875000 Penalty: 3151.949707
	Iteration 4F: 3 clusters Score -1414054 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1415055.250000 Penalty: 3151.949707
	Iteration 5F: 3 clusters Score -1415055 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1415969.875000 Penalty: 3151.949707
	Iteration 6F: 3 clusters Score -1415970 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1416746.875000 Penalty: 3151.949707
	Iteration 7F: 3 clusters Score -1416747 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1417305.250000 Penalty: 3151.949707
	Iteration 8Q: 3 clusters Score -1417305 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1417798.375000 Penalty: 3151.949707
	Iteration 9Q: 3 clusters Score -1417798 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1418138.000000 Penalty: 3151.949707
	Iteration 10Q: 3 clusters Score -1418138 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1418383.500000 Penalty: 3151.949707
	Iteration 11Q: 3 clusters Score -1418384 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1418543.250000 Penalty: 3151.949707
	Iteration 12Q: 3 clusters Score -1418543 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1418622.625000 Penalty: 3151.949707
	Iteration 13Q: 3 clusters Score -1418623 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1418669.000000 Penalty: 3151.949707
	Iteration 14Q: 3 clusters Score -1418669 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1418698.125000 Penalty: 3151.949707
	Iteration 15Q: 3 clusters Score -1418698 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1418716.000000 Penalty: 3151.949707
	Iteration 16Q: 3 clusters Score -1418716 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1418731.750000 Penalty: 3151.949707
	Iteration 17Q: 3 clusters Score -1418732 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1418746.750000 Penalty: 3151.949707
	Iteration 18Q: 3 clusters Score -1418747 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1418756.625000 Penalty: 3151.949707
	Iteration 19Q: 3 clusters Score -1418757 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1418762.250000 Penalty: 3151.949707
	Iteration 20F: 3 clusters Score -1418762 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1418767.875000 Penalty: 3151.949707
	Iteration 21Q: 3 clusters Score -1418768 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1418777.125000 Penalty: 3151.949707
	Iteration 22Q: 3 clusters Score -1418777 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1418785.250000 Penalty: 3151.949707
	Iteration 23Q: 3 clusters Score -1418785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1418784.000000 Penalty: 3151.949707
	Iteration 24Q: 3 clusters Score -1418784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1418787.625000 Penalty: 3151.949707
	Iteration 25Q: 3 clusters Score -1418788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1418789.125000 Penalty: 3151.949707
	Iteration 26Q: 3 clusters Score -1418789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1418787.000000 Penalty: 3151.949707
	Iteration 27Q: 3 clusters Score -1418787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1418787.375000 Penalty: 3151.949707
	Iteration 28Q: 3 clusters Score -1418787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1418789.875000 Penalty: 3151.949707
	Iteration 29Q: 3 clusters Score -1418790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1418790.500000 Penalty: 3151.949707
	Iteration 30Q: 3 clusters Score -1418790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1418790.375000 Penalty: 3151.949707
	Iteration 31Q: 3 clusters Score -1418790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1418789.250000 Penalty: 3151.949707
	Iteration 32Q: 3 clusters Score -1418789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1418790.000000 Penalty: 3151.949707
	Iteration 33Q: 3 clusters Score -1418790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1418789.375000 Penalty: 3151.949707
	Iteration 34Q: 3 clusters Score -1418789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1418788.250000 Penalty: 3151.949707
	Iteration 35Q: 3 clusters Score -1418788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1418790.875000 Penalty: 3151.949707
	Iteration 36Q: 3 clusters Score -1418791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1418792.125000 Penalty: 3151.949707
	Iteration 37Q: 3 clusters Score -1418792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1418797.125000 Penalty: 3151.949707
	Iteration 38Q: 3 clusters Score -1418797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1418796.500000 Penalty: 3151.949707
	Iteration 39Q: 3 clusters Score -1418796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1418797.750000 Penalty: 3151.949707
	Iteration 40F: 3 clusters Score -1418798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1418801.500000 Penalty: 3151.949707
	Iteration 41Q: 3 clusters Score -1418802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1418799.375000 Penalty: 3151.949707
	Iteration 42Q: 3 clusters Score -1418799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1418800.250000 Penalty: 3151.949707
	Iteration 43Q: 3 clusters Score -1418800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1418802.000000 Penalty: 3151.949707
	Iteration 44Q: 3 clusters Score -1418802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1418801.750000 Penalty: 3151.949707
	Iteration 45Q: 3 clusters Score -1418802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1418801.750000 Penalty: 3151.949707
	Iteration 46F: 3 clusters Score -1418802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 8431 members 
Mstep: Class 3 contains 41325 members 
Mstep: Class 4 contains 5523 members 
Mstep: Class 5 contains 21979 members 
Mstep: Class 6 contains 10498 members 
Mstep: Class 7 contains 14879 members 
Mstep: Class 8 contains 11009 members 
Mstep: Class 9 contains 5359 members 
Mstep: Class 10 contains 129638 members 
Mstep: Class 11 contains 18284 members 
Mstep: Class 12 contains 556 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 2862 members 
Mstep: Class 15 contains 119388 members 
Mstep: Class 16 contains 90875 members 
Mstep: Class 17 contains 125787 members 
Mstep: Class 18 contains 35245 members 
Mstep: Class 19 contains 2481 members 
Mstep: Class 20 contains 5389 members 
Mstep: Class 21 contains 7893 members 
Mstep: Class 22 contains 70008 members 
Mstep: Class 23 contains 8706 members 
Mstep: Class 24 contains 464 members 
Mstep: Class 25 contains 42974 members 
Mstep: Class 26 contains 1616 members 
Mstep: Class 27 contains 3879 members 
Mstep: Class 28 contains 5646 members 
Mstep: Class 29 contains 25807 members 
Mstep: Class 30 contains 60233 members 
Mstep: Class 31 contains 2616 members 
Mstep: Class 32 contains 1577 members 
Mstep: Class 33 contains 1695 members 
Mstep: Class 34 contains 2580 members 
Mstep: Class 35 contains 1371 members 
Mstep: Class 36 contains 5530 members 
Mstep: Class 37 contains 858 members 
Mstep: Class 38 contains 12411 members 
Entering Unmasked Estep 
Score: -84430944.000000 Penalty: 85047.945312
Splitting cluster 27 changes total score from -84429936.000000 to -84430944.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 28 (5646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Entering Unmasked Estep 
Score: -482443.375000 Penalty: 1403.789185
	Iteration 0F: 2 clusters Score -482443.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -478088.687500 Penalty: 2807.578369
	Iteration 0F: 3 clusters Score -478088.7 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -479602.906250 Penalty: 2807.578369
	Iteration 1F: 3 clusters Score -479602.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -480196.406250 Penalty: 2807.578369
	Iteration 2F: 3 clusters Score -480196.4 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -481002.843750 Penalty: 2807.578369
	Iteration 3F: 3 clusters Score -481002.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -481902.750000 Penalty: 2807.578369
	Iteration 4F: 3 clusters Score -481902.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -482631.875000 Penalty: 2807.578369
	Iteration 5F: 3 clusters Score -482631.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -483140.593750 Penalty: 2807.578369
	Iteration 6F: 3 clusters Score -483140.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -483599.593750 Penalty: 2807.578369
	Iteration 7Q: 3 clusters Score -483599.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -483854.093750 Penalty: 2807.578369
	Iteration 8Q: 3 clusters Score -483854.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -484027.468750 Penalty: 2807.578369
	Iteration 9Q: 3 clusters Score -484027.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -484099.781250 Penalty: 2807.578369
	Iteration 10Q: 3 clusters Score -484099.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -484117.062500 Penalty: 2807.578369
	Iteration 11Q: 3 clusters Score -484117.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -484119.218750 Penalty: 2807.578369
	Iteration 12Q: 3 clusters Score -484119.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -484120.281250 Penalty: 2807.578369
	Iteration 13Q: 3 clusters Score -484120.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -484121.093750 Penalty: 2807.578369
	Iteration 14Q: 3 clusters Score -484121.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -484121.781250 Penalty: 2807.578369
	Iteration 15Q: 3 clusters Score -484121.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -484121.656250 Penalty: 2807.578369
	Iteration 16Q: 3 clusters Score -484121.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -484121.656250 Penalty: 2807.578369
	Iteration 17F: 3 clusters Score -484121.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 8431 members 
Mstep: Class 3 contains 41325 members 
Mstep: Class 4 contains 5523 members 
Mstep: Class 5 contains 21979 members 
Mstep: Class 6 contains 10498 members 
Mstep: Class 7 contains 14879 members 
Mstep: Class 8 contains 11009 members 
Mstep: Class 9 contains 5359 members 
Mstep: Class 10 contains 129638 members 
Mstep: Class 11 contains 18284 members 
Mstep: Class 12 contains 556 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 2862 members 
Mstep: Class 15 contains 119388 members 
Mstep: Class 16 contains 90875 members 
Mstep: Class 17 contains 125787 members 
Mstep: Class 18 contains 35245 members 
Mstep: Class 19 contains 2481 members 
Mstep: Class 20 contains 5389 members 
Mstep: Class 21 contains 7893 members 
Mstep: Class 22 contains 70008 members 
Mstep: Class 23 contains 8706 members 
Mstep: Class 24 contains 464 members 
Mstep: Class 25 contains 42974 members 
Mstep: Class 26 contains 1616 members 
Mstep: Class 27 contains 3879 members 
Mstep: Class 28 contains 1528 members 
Mstep: Class 29 contains 25807 members 
Mstep: Class 30 contains 60233 members 
Mstep: Class 31 contains 2616 members 
Mstep: Class 32 contains 1577 members 
Mstep: Class 33 contains 1695 members 
Mstep: Class 34 contains 2580 members 
Mstep: Class 35 contains 1371 members 
Mstep: Class 36 contains 5530 members 
Mstep: Class 37 contains 858 members 
Mstep: Class 38 contains 12411 members 
Mstep: Class 39 contains 4118 members 
Entering Unmasked Estep 
Score: -84431840.000000 Penalty: 87286.046875
Splitting cluster 28 changes total score from -84429936.000000 to -84431840.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 29 (25807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Entering Unmasked Estep 
Score: -2130848.750000 Penalty: 1650.740234
	Iteration 0F: 2 clusters Score -2130849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -2113467.250000 Penalty: 3301.480469
	Iteration 0F: 3 clusters Score -2113467 nChanged 11755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2120085.750000 Penalty: 3301.480469
	Iteration 1F: 3 clusters Score -2120086 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2120640.250000 Penalty: 3301.480469
	Iteration 2F: 3 clusters Score -2120640 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2121198.000000 Penalty: 3301.480469
	Iteration 3F: 3 clusters Score -2121198 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2121855.250000 Penalty: 3301.480469
	Iteration 4F: 3 clusters Score -2121855 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2122606.750000 Penalty: 3301.480469
	Iteration 5F: 3 clusters Score -2122607 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2123475.750000 Penalty: 3301.480469
	Iteration 6F: 3 clusters Score -2123476 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2124402.750000 Penalty: 3301.480469
	Iteration 7F: 3 clusters Score -2124403 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -2125387.250000 Penalty: 3301.480469
	Iteration 8F: 3 clusters Score -2125387 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -2126407.000000 Penalty: 3301.480469
	Iteration 9F: 3 clusters Score -2126407 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -2127343.750000 Penalty: 3301.480469
	Iteration 10Q: 3 clusters Score -2127344 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2128075.000000 Penalty: 3301.480469
	Iteration 11Q: 3 clusters Score -2128075 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2128615.250000 Penalty: 3301.480469
	Iteration 12Q: 3 clusters Score -2128615 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2128968.000000 Penalty: 3301.480469
	Iteration 13Q: 3 clusters Score -2128968 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2129188.250000 Penalty: 3301.480469
	Iteration 14Q: 3 clusters Score -2129188 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2129341.000000 Penalty: 3301.480469
	Iteration 15Q: 3 clusters Score -2129341 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2129451.500000 Penalty: 3301.480469
	Iteration 16Q: 3 clusters Score -2129452 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2129535.000000 Penalty: 3301.480469
	Iteration 17Q: 3 clusters Score -2129535 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2129589.500000 Penalty: 3301.480469
	Iteration 18Q: 3 clusters Score -2129590 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2129628.250000 Penalty: 3301.480469
	Iteration 19Q: 3 clusters Score -2129628 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2129670.000000 Penalty: 3301.480469
	Iteration 20F: 3 clusters Score -2129670 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2129701.750000 Penalty: 3301.480469
	Iteration 21Q: 3 clusters Score -2129702 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2129733.000000 Penalty: 3301.480469
	Iteration 22Q: 3 clusters Score -2129733 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2129744.750000 Penalty: 3301.480469
	Iteration 23Q: 3 clusters Score -2129745 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2129754.750000 Penalty: 3301.480469
	Iteration 24Q: 3 clusters Score -2129755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2129761.250000 Penalty: 3301.480469
	Iteration 25Q: 3 clusters Score -2129761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2129760.500000 Penalty: 3301.480469
	Iteration 26Q: 3 clusters Score -2129760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2129769.000000 Penalty: 3301.480469
	Iteration 27Q: 3 clusters Score -2129769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2129772.750000 Penalty: 3301.480469
	Iteration 28Q: 3 clusters Score -2129773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2129780.500000 Penalty: 3301.480469
	Iteration 29Q: 3 clusters Score -2129780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2129778.500000 Penalty: 3301.480469
	Iteration 30Q: 3 clusters Score -2129778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2129777.500000 Penalty: 3301.480469
	Iteration 31Q: 3 clusters Score -2129778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2129780.500000 Penalty: 3301.480469
	Iteration 32Q: 3 clusters Score -2129780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2129781.250000 Penalty: 3301.480469
	Iteration 33Q: 3 clusters Score -2129781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2129780.250000 Penalty: 3301.480469
	Iteration 34Q: 3 clusters Score -2129780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2129780.750000 Penalty: 3301.480469
	Iteration 35Q: 3 clusters Score -2129781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2129780.000000 Penalty: 3301.480469
	Iteration 36Q: 3 clusters Score -2129780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2129780.000000 Penalty: 3301.480469
	Iteration 37F: 3 clusters Score -2129780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (60233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60233 members 
Entering Unmasked Estep 
Score: -5529982.000000 Penalty: 1788.471069
	Iteration 0F: 2 clusters Score -5529982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -5489897.500000 Penalty: 3576.942139
	Iteration 0F: 3 clusters Score -5489898 nChanged 28402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -5505911.500000 Penalty: 3576.942139
	Iteration 1F: 3 clusters Score -5505912 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -5506546.500000 Penalty: 3576.942139
	Iteration 2Q: 3 clusters Score -5506546 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -5507480.000000 Penalty: 3576.942139
	Iteration 3Q: 3 clusters Score -5507480 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -5509127.500000 Penalty: 3576.942139
	Iteration 4F: 3 clusters Score -5509128 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -5511763.500000 Penalty: 3576.942139
	Iteration 5F: 3 clusters Score -5511764 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46009 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -5515477.500000 Penalty: 3576.942139
	Iteration 6F: 3 clusters Score -5515478 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50809 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -5519794.000000 Penalty: 3576.942139
	Iteration 7F: 3 clusters Score -5519794 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54795 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -5523467.500000 Penalty: 3576.942139
	Iteration 8F: 3 clusters Score -5523468 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57491 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -5525994.000000 Penalty: 3576.942139
	Iteration 9Q: 3 clusters Score -5525994 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58968 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5527358.000000 Penalty: 3576.942139
	Iteration 10Q: 3 clusters Score -5527358 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59617 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5527973.000000 Penalty: 3576.942139
	Iteration 11Q: 3 clusters Score -5527973 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59872 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5528208.500000 Penalty: 3576.942139
	Iteration 12Q: 3 clusters Score -5528208 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59946 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5528309.500000 Penalty: 3576.942139
	Iteration 13Q: 3 clusters Score -5528310 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59977 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5528365.500000 Penalty: 3576.942139
	Iteration 14Q: 3 clusters Score -5528366 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59991 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5528409.000000 Penalty: 3576.942139
	Iteration 15Q: 3 clusters Score -5528409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59999 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5528449.500000 Penalty: 3576.942139
	Iteration 16Q: 3 clusters Score -5528450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59999 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5528464.000000 Penalty: 3576.942139
	Iteration 17Q: 3 clusters Score -5528464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60002 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5528478.500000 Penalty: 3576.942139
	Iteration 18Q: 3 clusters Score -5528478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60002 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5528488.500000 Penalty: 3576.942139
	Iteration 19Q: 3 clusters Score -5528488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60002 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5528497.500000 Penalty: 3576.942139
	Iteration 20F: 3 clusters Score -5528498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60003 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5528502.000000 Penalty: 3576.942139
	Iteration 21Q: 3 clusters Score -5528502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60002 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5528507.000000 Penalty: 3576.942139
	Iteration 22Q: 3 clusters Score -5528507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60002 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5528507.000000 Penalty: 3576.942139
	Iteration 23F: 3 clusters Score -5528507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Entering Unmasked Estep 
Score: -214710.171875 Penalty: 1278.777832
	Iteration 0F: 2 clusters Score -214710.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -212196.875000 Penalty: 2557.555664
	Iteration 0F: 3 clusters Score -212196.9 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -213153.859375 Penalty: 2557.555664
	Iteration 1F: 3 clusters Score -213153.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -213853.406250 Penalty: 2557.555664
	Iteration 2F: 3 clusters Score -213853.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -214550.609375 Penalty: 2557.555664
	Iteration 3F: 3 clusters Score -214550.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -215175.640625 Penalty: 2557.555664
	Iteration 4F: 3 clusters Score -215175.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -215601.031250 Penalty: 2557.555664
	Iteration 5F: 3 clusters Score -215601 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -215732.328125 Penalty: 2557.555664
	Iteration 6Q: 3 clusters Score -215732.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -215765.234375 Penalty: 2557.555664
	Iteration 7Q: 3 clusters Score -215765.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -215773.375000 Penalty: 2557.555664
	Iteration 8Q: 3 clusters Score -215773.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -215776.140625 Penalty: 2557.555664
	Iteration 9Q: 3 clusters Score -215776.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -215779.140625 Penalty: 2557.555664
	Iteration 10Q: 3 clusters Score -215779.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -215782.046875 Penalty: 2557.555664
	Iteration 11Q: 3 clusters Score -215782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -215785.203125 Penalty: 2557.555664
	Iteration 12Q: 3 clusters Score -215785.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -215786.484375 Penalty: 2557.555664
	Iteration 13Q: 3 clusters Score -215786.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -215786.843750 Penalty: 2557.555664
	Iteration 14Q: 3 clusters Score -215786.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -215786.859375 Penalty: 2557.555664
	Iteration 15Q: 3 clusters Score -215786.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -215786.859375 Penalty: 2557.555664
	Iteration 16Q: 3 clusters Score -215786.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -215786.859375 Penalty: 2557.555664
	Iteration 17F: 3 clusters Score -215786.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 8431 members 
Mstep: Class 3 contains 41325 members 
Mstep: Class 4 contains 5523 members 
Mstep: Class 5 contains 21979 members 
Mstep: Class 6 contains 10498 members 
Mstep: Class 7 contains 14879 members 
Mstep: Class 8 contains 11009 members 
Mstep: Class 9 contains 5359 members 
Mstep: Class 10 contains 129638 members 
Mstep: Class 11 contains 18284 members 
Mstep: Class 12 contains 556 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 2862 members 
Mstep: Class 15 contains 119388 members 
Mstep: Class 16 contains 90875 members 
Mstep: Class 17 contains 125787 members 
Mstep: Class 18 contains 35245 members 
Mstep: Class 19 contains 2481 members 
Mstep: Class 20 contains 5389 members 
Mstep: Class 21 contains 7893 members 
Mstep: Class 22 contains 70008 members 
Mstep: Class 23 contains 8706 members 
Mstep: Class 24 contains 464 members 
Mstep: Class 25 contains 42974 members 
Mstep: Class 26 contains 1616 members 
Mstep: Class 27 contains 3879 members 
Mstep: Class 28 contains 1528 members 
Mstep: Class 29 contains 25807 members 
Mstep: Class 30 contains 60233 members 
Mstep: Class 31 contains 1291 members 
Mstep: Class 32 contains 1577 members 
Mstep: Class 33 contains 1695 members 
Mstep: Class 34 contains 2580 members 
Mstep: Class 35 contains 1371 members 
Mstep: Class 36 contains 5530 members 
Mstep: Class 37 contains 858 members 
Mstep: Class 38 contains 12411 members 
Mstep: Class 39 contains 4118 members 
Mstep: Class 40 contains 1325 members 
Entering Unmasked Estep 
Score: -84431880.000000 Penalty: 89524.148438
Splitting cluster 31 changes total score from -84429936.000000 to -84431880.000000
So it's getting split into cluster 40.
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 8431 members 
Mstep: Class 3 contains 41325 members 
Mstep: Class 4 contains 5523 members 
Mstep: Class 5 contains 21979 members 
Mstep: Class 6 contains 10498 members 
Mstep: Class 7 contains 14879 members 
Mstep: Class 8 contains 11009 members 
Mstep: Class 9 contains 5359 members 
Mstep: Class 10 contains 129638 members 
Mstep: Class 11 contains 18284 members 
Mstep: Class 12 contains 556 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 2862 members 
Mstep: Class 15 contains 119388 members 
Mstep: Class 16 contains 90875 members 
Mstep: Class 17 contains 125787 members 
Mstep: Class 18 contains 35245 members 
Mstep: Class 19 contains 2481 members 
Mstep: Class 20 contains 5389 members 
Mstep: Class 21 contains 7893 members 
Mstep: Class 22 contains 70008 members 
Mstep: Class 23 contains 8706 members 
Mstep: Class 24 contains 464 members 
Mstep: Class 25 contains 42974 members 
Mstep: Class 26 contains 1616 members 
Mstep: Class 27 contains 3879 members 
Mstep: Class 28 contains 1528 members 
Mstep: Class 29 contains 25807 members 
Mstep: Class 30 contains 60233 members 
Mstep: Class 31 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84434800.000000 Penalty: 89524.148438
Iteration 79Q: 41 clusters Score -8.44348e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51456 members 
Mstep: Class 2 contains 8422 members 
Mstep: Class 3 contains 41306 members 
Mstep: Class 4 contains 5560 members 
Mstep: Class 5 contains 22057 members 
Mstep: Class 6 contains 10503 members 
Mstep: Class 7 contains 14883 members 
Mstep: Class 8 contains 11020 members 
Mstep: Class 9 contains 5362 members 
Mstep: Class 10 contains 129687 members 
Mstep: Class 11 contains 18244 members 
Mstep: Class 12 contains 576 members 
Mstep: Class 13 contains 1505 members 
Mstep: Class 14 contains 2897 members 
Mstep: Class 15 contains 119129 members 
Mstep: Class 16 contains 90761 members 
Mstep: Class 17 contains 125756 members 
Mstep: Class 18 contains 35448 members 
Mstep: Class 19 contains 2614 members 
Mstep: Class 20 contains 5772 members 
Mstep: Class 21 contains 7939 members 
Mstep: Class 22 contains 69983 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 42977 members 
Mstep: Class 26 contains 1685 members 
Mstep: Class 27 contains 4073 members 
Mstep: Class 28 contains 1533 members 
Mstep: Class 29 contains 25999 members 
Mstep: Class 30 contains 60224 members 
Mstep: Class 31 contains 1307 members 
Mstep: Class 32 contains 1520 members 
Mstep: Class 33 contains 1692 members 
Mstep: Class 34 contains 2445 members 
Mstep: Class 35 contains 1304 members 
Mstep: Class 36 contains 5348 members 
Mstep: Class 37 contains 857 members 
Mstep: Class 38 contains 11954 members 
Mstep: Class 39 contains 4011 members 
Mstep: Class 40 contains 1279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84437080.000000 Penalty: 89524.148438
Iteration 80F: 41 clusters Score -8.443708e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51441 members 
Mstep: Class 2 contains 8416 members 
Mstep: Class 3 contains 41258 members 
Mstep: Class 4 contains 5572 members 
Mstep: Class 5 contains 22052 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10988 members 
Mstep: Class 9 contains 5364 members 
Mstep: Class 10 contains 129525 members 
Mstep: Class 11 contains 18217 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1502 members 
Mstep: Class 14 contains 2924 members 
Mstep: Class 15 contains 118857 members 
Mstep: Class 16 contains 90407 members 
Mstep: Class 17 contains 125643 members 
Mstep: Class 18 contains 35710 members 
Mstep: Class 19 contains 2668 members 
Mstep: Class 20 contains 5852 members 
Mstep: Class 21 contains 7974 members 
Mstep: Class 22 contains 69976 members 
Mstep: Class 23 contains 8650 members 
Mstep: Class 24 contains 485 members 
Mstep: Class 25 contains 42947 members 
Mstep: Class 26 contains 1668 members 
Mstep: Class 27 contains 4174 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 25999 members 
Mstep: Class 30 contains 60210 members 
Mstep: Class 31 contains 1292 members 
Mstep: Class 32 contains 1602 members 
Mstep: Class 33 contains 1690 members 
Mstep: Class 34 contains 2428 members 
Mstep: Class 35 contains 1380 members 
Mstep: Class 36 contains 5665 members 
Mstep: Class 37 contains 1009 members 
Mstep: Class 38 contains 11922 members 
Mstep: Class 39 contains 4170 members 
Mstep: Class 40 contains 1302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84438480.000000 Penalty: 89524.148438
Iteration 81Q: 41 clusters Score -8.443848e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51421 members 
Mstep: Class 2 contains 8406 members 
Mstep: Class 3 contains 41206 members 
Mstep: Class 4 contains 5596 members 
Mstep: Class 5 contains 22064 members 
Mstep: Class 6 contains 10306 members 
Mstep: Class 7 contains 14896 members 
Mstep: Class 8 contains 10954 members 
Mstep: Class 9 contains 5376 members 
Mstep: Class 10 contains 129410 members 
Mstep: Class 11 contains 18229 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1511 members 
Mstep: Class 14 contains 2958 members 
Mstep: Class 15 contains 118626 members 
Mstep: Class 16 contains 90050 members 
Mstep: Class 17 contains 125547 members 
Mstep: Class 18 contains 36004 members 
Mstep: Class 19 contains 2757 members 
Mstep: Class 20 contains 5916 members 
Mstep: Class 21 contains 8026 members 
Mstep: Class 22 contains 69951 members 
Mstep: Class 23 contains 8621 members 
Mstep: Class 24 contains 489 members 
Mstep: Class 25 contains 42909 members 
Mstep: Class 26 contains 1642 members 
Mstep: Class 27 contains 4243 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 26071 members 
Mstep: Class 30 contains 60186 members 
Mstep: Class 31 contains 1288 members 
Mstep: Class 32 contains 1640 members 
Mstep: Class 33 contains 1692 members 
Mstep: Class 34 contains 2412 members 
Mstep: Class 35 contains 1414 members 
Mstep: Class 36 contains 5895 members 
Mstep: Class 37 contains 1093 members 
Mstep: Class 38 contains 11837 members 
Mstep: Class 39 contains 4260 members 
Mstep: Class 40 contains 1309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84438608.000000 Penalty: 89524.148438
Iteration 82Q: 41 clusters Score -8.443861e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 8392 members 
Mstep: Class 3 contains 41145 members 
Mstep: Class 4 contains 5630 members 
Mstep: Class 5 contains 22083 members 
Mstep: Class 6 contains 10230 members 
Mstep: Class 7 contains 14893 members 
Mstep: Class 8 contains 10942 members 
Mstep: Class 9 contains 5394 members 
Mstep: Class 10 contains 129302 members 
Mstep: Class 11 contains 18235 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1515 members 
Mstep: Class 14 contains 2999 members 
Mstep: Class 15 contains 118436 members 
Mstep: Class 16 contains 89745 members 
Mstep: Class 17 contains 125455 members 
Mstep: Class 18 contains 36288 members 
Mstep: Class 19 contains 2852 members 
Mstep: Class 20 contains 5972 members 
Mstep: Class 21 contains 8082 members 
Mstep: Class 22 contains 69976 members 
Mstep: Class 23 contains 8588 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 42873 members 
Mstep: Class 26 contains 1613 members 
Mstep: Class 27 contains 4286 members 
Mstep: Class 28 contains 1537 members 
Mstep: Class 29 contains 26145 members 
Mstep: Class 30 contains 60170 members 
Mstep: Class 31 contains 1281 members 
Mstep: Class 32 contains 1653 members 
Mstep: Class 33 contains 1691 members 
Mstep: Class 34 contains 2393 members 
Mstep: Class 35 contains 1431 members 
Mstep: Class 36 contains 6071 members 
Mstep: Class 37 contains 1136 members 
Mstep: Class 38 contains 11780 members 
Mstep: Class 39 contains 4316 members 
Mstep: Class 40 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84439024.000000 Penalty: 89524.148438
Iteration 83Q: 41 clusters Score -8.443902e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51400 members 
Mstep: Class 2 contains 8372 members 
Mstep: Class 3 contains 41109 members 
Mstep: Class 4 contains 5673 members 
Mstep: Class 5 contains 22092 members 
Mstep: Class 6 contains 10135 members 
Mstep: Class 7 contains 14892 members 
Mstep: Class 8 contains 10939 members 
Mstep: Class 9 contains 5396 members 
Mstep: Class 10 contains 129197 members 
Mstep: Class 11 contains 18245 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3046 members 
Mstep: Class 15 contains 118282 members 
Mstep: Class 16 contains 89490 members 
Mstep: Class 17 contains 125396 members 
Mstep: Class 18 contains 36511 members 
Mstep: Class 19 contains 2959 members 
Mstep: Class 20 contains 6036 members 
Mstep: Class 21 contains 8144 members 
Mstep: Class 22 contains 69985 members 
Mstep: Class 23 contains 8573 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 42846 members 
Mstep: Class 26 contains 1573 members 
Mstep: Class 27 contains 4310 members 
Mstep: Class 28 contains 1545 members 
Mstep: Class 29 contains 26197 members 
Mstep: Class 30 contains 60154 members 
Mstep: Class 31 contains 1276 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 1690 members 
Mstep: Class 34 contains 2372 members 
Mstep: Class 35 contains 1444 members 
Mstep: Class 36 contains 6237 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 11711 members 
Mstep: Class 39 contains 4355 members 
Mstep: Class 40 contains 1316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84439400.000000 Penalty: 89524.148438
Iteration 84Q: 41 clusters Score -8.44394e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51392 members 
Mstep: Class 2 contains 8354 members 
Mstep: Class 3 contains 41061 members 
Mstep: Class 4 contains 5703 members 
Mstep: Class 5 contains 22109 members 
Mstep: Class 6 contains 10064 members 
Mstep: Class 7 contains 14896 members 
Mstep: Class 8 contains 10935 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 129122 members 
Mstep: Class 11 contains 18253 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1521 members 
Mstep: Class 14 contains 3088 members 
Mstep: Class 15 contains 118142 members 
Mstep: Class 16 contains 89243 members 
Mstep: Class 17 contains 125355 members 
Mstep: Class 18 contains 36716 members 
Mstep: Class 19 contains 3054 members 
Mstep: Class 20 contains 6081 members 
Mstep: Class 21 contains 8203 members 
Mstep: Class 22 contains 70002 members 
Mstep: Class 23 contains 8558 members 
Mstep: Class 24 contains 504 members 
Mstep: Class 25 contains 42825 members 
Mstep: Class 26 contains 1545 members 
Mstep: Class 27 contains 4320 members 
Mstep: Class 28 contains 1550 members 
Mstep: Class 29 contains 26243 members 
Mstep: Class 30 contains 60141 members 
Mstep: Class 31 contains 1270 members 
Mstep: Class 32 contains 1673 members 
Mstep: Class 33 contains 1689 members 
Mstep: Class 34 contains 2344 members 
Mstep: Class 35 contains 1454 members 
Mstep: Class 36 contains 6376 members 
Mstep: Class 37 contains 1201 members 
Mstep: Class 38 contains 11654 members 
Mstep: Class 39 contains 4383 members 
Mstep: Class 40 contains 1316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84439832.000000 Penalty: 89524.148438
Iteration 85Q: 41 clusters Score -8.443983e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51387 members 
Mstep: Class 2 contains 8338 members 
Mstep: Class 3 contains 41015 members 
Mstep: Class 4 contains 5727 members 
Mstep: Class 5 contains 22132 members 
Mstep: Class 6 contains 9993 members 
Mstep: Class 7 contains 14901 members 
Mstep: Class 8 contains 10935 members 
Mstep: Class 9 contains 5404 members 
Mstep: Class 10 contains 129048 members 
Mstep: Class 11 contains 18256 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1522 members 
Mstep: Class 14 contains 3138 members 
Mstep: Class 15 contains 118033 members 
Mstep: Class 16 contains 89028 members 
Mstep: Class 17 contains 125304 members 
Mstep: Class 18 contains 36885 members 
Mstep: Class 19 contains 3127 members 
Mstep: Class 20 contains 6132 members 
Mstep: Class 21 contains 8261 members 
Mstep: Class 22 contains 70031 members 
Mstep: Class 23 contains 8554 members 
Mstep: Class 24 contains 507 members 
Mstep: Class 25 contains 42798 members 
Mstep: Class 26 contains 1518 members 
Mstep: Class 27 contains 4332 members 
Mstep: Class 28 contains 1552 members 
Mstep: Class 29 contains 26291 members 
Mstep: Class 30 contains 60130 members 
Mstep: Class 31 contains 1267 members 
Mstep: Class 32 contains 1684 members 
Mstep: Class 33 contains 1691 members 
Mstep: Class 34 contains 2320 members 
Mstep: Class 35 contains 1465 members 
Mstep: Class 36 contains 6501 members 
Mstep: Class 37 contains 1220 members 
Mstep: Class 38 contains 11606 members 
Mstep: Class 39 contains 4392 members 
Mstep: Class 40 contains 1317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84440096.000000 Penalty: 89524.148438
Iteration 86Q: 41 clusters Score -8.44401e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51383 members 
Mstep: Class 2 contains 8319 members 
Mstep: Class 3 contains 40960 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 22153 members 
Mstep: Class 6 contains 9929 members 
Mstep: Class 7 contains 14903 members 
Mstep: Class 8 contains 10932 members 
Mstep: Class 9 contains 5401 members 
Mstep: Class 10 contains 128988 members 
Mstep: Class 11 contains 18255 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1520 members 
Mstep: Class 14 contains 3183 members 
Mstep: Class 15 contains 117935 members 
Mstep: Class 16 contains 88818 members 
Mstep: Class 17 contains 125273 members 
Mstep: Class 18 contains 37079 members 
Mstep: Class 19 contains 3211 members 
Mstep: Class 20 contains 6174 members 
Mstep: Class 21 contains 8331 members 
Mstep: Class 22 contains 70060 members 
Mstep: Class 23 contains 8558 members 
Mstep: Class 24 contains 503 members 
Mstep: Class 25 contains 42776 members 
Mstep: Class 26 contains 1493 members 
Mstep: Class 27 contains 4337 members 
Mstep: Class 28 contains 1556 members 
Mstep: Class 29 contains 26329 members 
Mstep: Class 30 contains 60120 members 
Mstep: Class 31 contains 1266 members 
Mstep: Class 32 contains 1703 members 
Mstep: Class 33 contains 1691 members 
Mstep: Class 34 contains 2299 members 
Mstep: Class 35 contains 1472 members 
Mstep: Class 36 contains 6595 members 
Mstep: Class 37 contains 1235 members 
Mstep: Class 38 contains 11542 members 
Mstep: Class 39 contains 4395 members 
Mstep: Class 40 contains 1315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84440184.000000 Penalty: 89524.148438
Iteration 87Q: 41 clusters Score -8.444018e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51381 members 
Mstep: Class 2 contains 8302 members 
Mstep: Class 3 contains 40901 members 
Mstep: Class 4 contains 5764 members 
Mstep: Class 5 contains 22176 members 
Mstep: Class 6 contains 9881 members 
Mstep: Class 7 contains 14906 members 
Mstep: Class 8 contains 10931 members 
Mstep: Class 9 contains 5399 members 
Mstep: Class 10 contains 128921 members 
Mstep: Class 11 contains 18257 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1520 members 
Mstep: Class 14 contains 3193 members 
Mstep: Class 15 contains 117840 members 
Mstep: Class 16 contains 88630 members 
Mstep: Class 17 contains 125249 members 
Mstep: Class 18 contains 37295 members 
Mstep: Class 19 contains 3281 members 
Mstep: Class 20 contains 6209 members 
Mstep: Class 21 contains 8407 members 
Mstep: Class 22 contains 70077 members 
Mstep: Class 23 contains 8557 members 
Mstep: Class 24 contains 501 members 
Mstep: Class 25 contains 42750 members 
Mstep: Class 26 contains 1471 members 
Mstep: Class 27 contains 4353 members 
Mstep: Class 28 contains 1563 members 
Mstep: Class 29 contains 26368 members 
Mstep: Class 30 contains 60108 members 
Mstep: Class 31 contains 1266 members 
Mstep: Class 32 contains 1712 members 
Mstep: Class 33 contains 1689 members 
Mstep: Class 34 contains 2277 members 
Mstep: Class 35 contains 1480 members 
Mstep: Class 36 contains 6680 members 
Mstep: Class 37 contains 1250 members 
Mstep: Class 38 contains 11484 members 
Mstep: Class 39 contains 4400 members 
Mstep: Class 40 contains 1313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84440200.000000 Penalty: 89524.148438
Iteration 88Q: 41 clusters Score -8.44402e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51380 members 
Mstep: Class 2 contains 8296 members 
Mstep: Class 3 contains 40855 members 
Mstep: Class 4 contains 5774 members 
Mstep: Class 5 contains 22202 members 
Mstep: Class 6 contains 9826 members 
Mstep: Class 7 contains 14908 members 
Mstep: Class 8 contains 10933 members 
Mstep: Class 9 contains 5392 members 
Mstep: Class 10 contains 128855 members 
Mstep: Class 11 contains 18258 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1518 members 
Mstep: Class 14 contains 3194 members 
Mstep: Class 15 contains 117749 members 
Mstep: Class 16 contains 88454 members 
Mstep: Class 17 contains 125233 members 
Mstep: Class 18 contains 37478 members 
Mstep: Class 19 contains 3342 members 
Mstep: Class 20 contains 6242 members 
Mstep: Class 21 contains 8495 members 
Mstep: Class 22 contains 70084 members 
Mstep: Class 23 contains 8555 members 
Mstep: Class 24 contains 503 members 
Mstep: Class 25 contains 42722 members 
Mstep: Class 26 contains 1454 members 
Mstep: Class 27 contains 4359 members 
Mstep: Class 28 contains 1569 members 
Mstep: Class 29 contains 26422 members 
Mstep: Class 30 contains 60094 members 
Mstep: Class 31 contains 1269 members 
Mstep: Class 32 contains 1722 members 
Mstep: Class 33 contains 1684 members 
Mstep: Class 34 contains 2253 members 
Mstep: Class 35 contains 1485 members 
Mstep: Class 36 contains 6774 members 
Mstep: Class 37 contains 1263 members 
Mstep: Class 38 contains 11431 members 
Mstep: Class 39 contains 4405 members 
Mstep: Class 40 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84440352.000000 Penalty: 89524.148438
Iteration 89Q: 41 clusters Score -8.444035e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51380 members 
Mstep: Class 2 contains 8289 members 
Mstep: Class 3 contains 40795 members 
Mstep: Class 4 contains 5786 members 
Mstep: Class 5 contains 22229 members 
Mstep: Class 6 contains 9801 members 
Mstep: Class 7 contains 14909 members 
Mstep: Class 8 contains 10933 members 
Mstep: Class 9 contains 5401 members 
Mstep: Class 10 contains 128800 members 
Mstep: Class 11 contains 18260 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3202 members 
Mstep: Class 15 contains 117664 members 
Mstep: Class 16 contains 88285 members 
Mstep: Class 17 contains 125207 members 
Mstep: Class 18 contains 37637 members 
Mstep: Class 19 contains 3383 members 
Mstep: Class 20 contains 6255 members 
Mstep: Class 21 contains 8560 members 
Mstep: Class 22 contains 70119 members 
Mstep: Class 23 contains 8561 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 42699 members 
Mstep: Class 26 contains 1440 members 
Mstep: Class 27 contains 4362 members 
Mstep: Class 28 contains 1579 members 
Mstep: Class 29 contains 26473 members 
Mstep: Class 30 contains 60079 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 1725 members 
Mstep: Class 33 contains 1682 members 
Mstep: Class 34 contains 2226 members 
Mstep: Class 35 contains 1490 members 
Mstep: Class 36 contains 6848 members 
Mstep: Class 37 contains 1283 members 
Mstep: Class 38 contains 11388 members 
Mstep: Class 39 contains 4408 members 
Mstep: Class 40 contains 1309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84440576.000000 Penalty: 89524.148438
Iteration 90Q: 41 clusters Score -8.444058e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51380 members 
Mstep: Class 2 contains 8279 members 
Mstep: Class 3 contains 40759 members 
Mstep: Class 4 contains 5800 members 
Mstep: Class 5 contains 22260 members 
Mstep: Class 6 contains 9760 members 
Mstep: Class 7 contains 14912 members 
Mstep: Class 8 contains 10934 members 
Mstep: Class 9 contains 5399 members 
Mstep: Class 10 contains 128756 members 
Mstep: Class 11 contains 18260 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3203 members 
Mstep: Class 15 contains 117588 members 
Mstep: Class 16 contains 88103 members 
Mstep: Class 17 contains 125198 members 
Mstep: Class 18 contains 37797 members 
Mstep: Class 19 contains 3412 members 
Mstep: Class 20 contains 6273 members 
Mstep: Class 21 contains 8625 members 
Mstep: Class 22 contains 70149 members 
Mstep: Class 23 contains 8561 members 
Mstep: Class 24 contains 510 members 
Mstep: Class 25 contains 42672 members 
Mstep: Class 26 contains 1427 members 
Mstep: Class 27 contains 4367 members 
Mstep: Class 28 contains 1587 members 
Mstep: Class 29 contains 26508 members 
Mstep: Class 30 contains 60075 members 
Mstep: Class 31 contains 1275 members 
Mstep: Class 32 contains 1729 members 
Mstep: Class 33 contains 1683 members 
Mstep: Class 34 contains 2191 members 
Mstep: Class 35 contains 1494 members 
Mstep: Class 36 contains 6926 members 
Mstep: Class 37 contains 1311 members 
Mstep: Class 38 contains 11351 members 
Mstep: Class 39 contains 4404 members 
Mstep: Class 40 contains 1307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84440968.000000 Penalty: 89524.148438
Iteration 91Q: 41 clusters Score -8.444097e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51380 members 
Mstep: Class 2 contains 8274 members 
Mstep: Class 3 contains 40711 members 
Mstep: Class 4 contains 5829 members 
Mstep: Class 5 contains 22287 members 
Mstep: Class 6 contains 9730 members 
Mstep: Class 7 contains 14916 members 
Mstep: Class 8 contains 10926 members 
Mstep: Class 9 contains 5398 members 
Mstep: Class 10 contains 128718 members 
Mstep: Class 11 contains 18260 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3204 members 
Mstep: Class 15 contains 117523 members 
Mstep: Class 16 contains 87944 members 
Mstep: Class 17 contains 125181 members 
Mstep: Class 18 contains 37949 members 
Mstep: Class 19 contains 3448 members 
Mstep: Class 20 contains 6309 members 
Mstep: Class 21 contains 8681 members 
Mstep: Class 22 contains 70168 members 
Mstep: Class 23 contains 8567 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 42646 members 
Mstep: Class 26 contains 1413 members 
Mstep: Class 27 contains 4372 members 
Mstep: Class 28 contains 1597 members 
Mstep: Class 29 contains 26546 members 
Mstep: Class 30 contains 60065 members 
Mstep: Class 31 contains 1276 members 
Mstep: Class 32 contains 1726 members 
Mstep: Class 33 contains 1682 members 
Mstep: Class 34 contains 2145 members 
Mstep: Class 35 contains 1493 members 
Mstep: Class 36 contains 6990 members 
Mstep: Class 37 contains 1340 members 
Mstep: Class 38 contains 11315 members 
Mstep: Class 39 contains 4395 members 
Mstep: Class 40 contains 1307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84441208.000000 Penalty: 89524.148438
Iteration 92Q: 41 clusters Score -8.444121e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51380 members 
Mstep: Class 2 contains 8266 members 
Mstep: Class 3 contains 40667 members 
Mstep: Class 4 contains 5851 members 
Mstep: Class 5 contains 22306 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 14917 members 
Mstep: Class 8 contains 10918 members 
Mstep: Class 9 contains 5394 members 
Mstep: Class 10 contains 128686 members 
Mstep: Class 11 contains 18260 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3203 members 
Mstep: Class 15 contains 117470 members 
Mstep: Class 16 contains 87814 members 
Mstep: Class 17 contains 125164 members 
Mstep: Class 18 contains 38073 members 
Mstep: Class 19 contains 3476 members 
Mstep: Class 20 contains 6348 members 
Mstep: Class 21 contains 8741 members 
Mstep: Class 22 contains 70187 members 
Mstep: Class 23 contains 8566 members 
Mstep: Class 24 contains 517 members 
Mstep: Class 25 contains 42637 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 4379 members 
Mstep: Class 28 contains 1609 members 
Mstep: Class 29 contains 26583 members 
Mstep: Class 30 contains 60059 members 
Mstep: Class 31 contains 1277 members 
Mstep: Class 32 contains 1727 members 
Mstep: Class 33 contains 1679 members 
Mstep: Class 34 contains 2104 members 
Mstep: Class 35 contains 1493 members 
Mstep: Class 36 contains 7042 members 
Mstep: Class 37 contains 1350 members 
Mstep: Class 38 contains 11287 members 
Mstep: Class 39 contains 4395 members 
Mstep: Class 40 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84441424.000000 Penalty: 89524.148438
Iteration 93Q: 41 clusters Score -8.444142e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51380 members 
Mstep: Class 2 contains 8264 members 
Mstep: Class 3 contains 40638 members 
Mstep: Class 4 contains 5864 members 
Mstep: Class 5 contains 22319 members 
Mstep: Class 6 contains 9619 members 
Mstep: Class 7 contains 14918 members 
Mstep: Class 8 contains 10910 members 
Mstep: Class 9 contains 5403 members 
Mstep: Class 10 contains 128664 members 
Mstep: Class 11 contains 18259 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3203 members 
Mstep: Class 15 contains 117404 members 
Mstep: Class 16 contains 87692 members 
Mstep: Class 17 contains 125149 members 
Mstep: Class 18 contains 38207 members 
Mstep: Class 19 contains 3498 members 
Mstep: Class 20 contains 6374 members 
Mstep: Class 21 contains 8812 members 
Mstep: Class 22 contains 70200 members 
Mstep: Class 23 contains 8561 members 
Mstep: Class 24 contains 518 members 
Mstep: Class 25 contains 42625 members 
Mstep: Class 26 contains 1394 members 
Mstep: Class 27 contains 4376 members 
Mstep: Class 28 contains 1617 members 
Mstep: Class 29 contains 26638 members 
Mstep: Class 30 contains 60053 members 
Mstep: Class 31 contains 1276 members 
Mstep: Class 32 contains 1728 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 2077 members 
Mstep: Class 35 contains 1495 members 
Mstep: Class 36 contains 7089 members 
Mstep: Class 37 contains 1359 members 
Mstep: Class 38 contains 11262 members 
Mstep: Class 39 contains 4401 members 
Mstep: Class 40 contains 1303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84441480.000000 Penalty: 89524.148438
Iteration 94Q: 41 clusters Score -8.444148e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51380 members 
Mstep: Class 2 contains 8264 members 
Mstep: Class 3 contains 40610 members 
Mstep: Class 4 contains 5871 members 
Mstep: Class 5 contains 22333 members 
Mstep: Class 6 contains 9543 members 
Mstep: Class 7 contains 14924 members 
Mstep: Class 8 contains 10910 members 
Mstep: Class 9 contains 5407 members 
Mstep: Class 10 contains 128644 members 
Mstep: Class 11 contains 18258 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3203 members 
Mstep: Class 15 contains 117353 members 
Mstep: Class 16 contains 87586 members 
Mstep: Class 17 contains 125126 members 
Mstep: Class 18 contains 38339 members 
Mstep: Class 19 contains 3512 members 
Mstep: Class 20 contains 6397 members 
Mstep: Class 21 contains 8864 members 
Mstep: Class 22 contains 70206 members 
Mstep: Class 23 contains 8553 members 
Mstep: Class 24 contains 519 members 
Mstep: Class 25 contains 42611 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 4381 members 
Mstep: Class 28 contains 1626 members 
Mstep: Class 29 contains 26701 members 
Mstep: Class 30 contains 60045 members 
Mstep: Class 31 contains 1275 members 
Mstep: Class 32 contains 1728 members 
Mstep: Class 33 contains 1675 members 
Mstep: Class 34 contains 2059 members 
Mstep: Class 35 contains 1501 members 
Mstep: Class 36 contains 7134 members 
Mstep: Class 37 contains 1358 members 
Mstep: Class 38 contains 11231 members 
Mstep: Class 39 contains 4404 members 
Mstep: Class 40 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84441528.000000 Penalty: 89524.148438
Iteration 95Q: 41 clusters Score -8.444153e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51380 members 
Mstep: Class 2 contains 8261 members 
Mstep: Class 3 contains 40585 members 
Mstep: Class 4 contains 5877 members 
Mstep: Class 5 contains 22347 members 
Mstep: Class 6 contains 9482 members 
Mstep: Class 7 contains 14933 members 
Mstep: Class 8 contains 10904 members 
Mstep: Class 9 contains 5408 members 
Mstep: Class 10 contains 128634 members 
Mstep: Class 11 contains 18255 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3207 members 
Mstep: Class 15 contains 117303 members 
Mstep: Class 16 contains 87477 members 
Mstep: Class 17 contains 125118 members 
Mstep: Class 18 contains 38439 members 
Mstep: Class 19 contains 3526 members 
Mstep: Class 20 contains 6418 members 
Mstep: Class 21 contains 8918 members 
Mstep: Class 22 contains 70229 members 
Mstep: Class 23 contains 8545 members 
Mstep: Class 24 contains 519 members 
Mstep: Class 25 contains 42601 members 
Mstep: Class 26 contains 1389 members 
Mstep: Class 27 contains 4381 members 
Mstep: Class 28 contains 1630 members 
Mstep: Class 29 contains 26729 members 
Mstep: Class 30 contains 60044 members 
Mstep: Class 31 contains 1275 members 
Mstep: Class 32 contains 1729 members 
Mstep: Class 33 contains 1674 members 
Mstep: Class 34 contains 2048 members 
Mstep: Class 35 contains 1506 members 
Mstep: Class 36 contains 7176 members 
Mstep: Class 37 contains 1358 members 
Mstep: Class 38 contains 11211 members 
Mstep: Class 39 contains 4404 members 
Mstep: Class 40 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84441600.000000 Penalty: 89524.148438
Iteration 96Q: 41 clusters Score -8.44416e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51379 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 40567 members 
Mstep: Class 4 contains 5887 members 
Mstep: Class 5 contains 22361 members 
Mstep: Class 6 contains 9429 members 
Mstep: Class 7 contains 14930 members 
Mstep: Class 8 contains 10899 members 
Mstep: Class 9 contains 5415 members 
Mstep: Class 10 contains 128631 members 
Mstep: Class 11 contains 18256 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1516 members 
Mstep: Class 14 contains 3199 members 
Mstep: Class 15 contains 117248 members 
Mstep: Class 16 contains 87352 members 
Mstep: Class 17 contains 125116 members 
Mstep: Class 18 contains 38524 members 
Mstep: Class 19 contains 3535 members 
Mstep: Class 20 contains 6436 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 70255 members 
Mstep: Class 23 contains 8539 members 
Mstep: Class 24 contains 519 members 
Mstep: Class 25 contains 42582 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 4379 members 
Mstep: Class 28 contains 1632 members 
Mstep: Class 29 contains 26776 members 
Mstep: Class 30 contains 60039 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 1728 members 
Mstep: Class 33 contains 1673 members 
Mstep: Class 34 contains 2041 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 7213 members 
Mstep: Class 37 contains 1359 members 
Mstep: Class 38 contains 11198 members 
Mstep: Class 39 contains 4408 members 
Mstep: Class 40 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84441704.000000 Penalty: 89524.148438
Iteration 97Q: 41 clusters Score -8.44417e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51379 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 40549 members 
Mstep: Class 4 contains 5896 members 
Mstep: Class 5 contains 22375 members 
Mstep: Class 6 contains 9372 members 
Mstep: Class 7 contains 14928 members 
Mstep: Class 8 contains 10900 members 
Mstep: Class 9 contains 5416 members 
Mstep: Class 10 contains 128625 members 
Mstep: Class 11 contains 18257 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1515 members 
Mstep: Class 14 contains 3197 members 
Mstep: Class 15 contains 117200 members 
Mstep: Class 16 contains 87239 members 
Mstep: Class 17 contains 125103 members 
Mstep: Class 18 contains 38625 members 
Mstep: Class 19 contains 3543 members 
Mstep: Class 20 contains 6449 members 
Mstep: Class 21 contains 9033 members 
Mstep: Class 22 contains 70271 members 
Mstep: Class 23 contains 8531 members 
Mstep: Class 24 contains 518 members 
Mstep: Class 25 contains 42569 members 
Mstep: Class 26 contains 1393 members 
Mstep: Class 27 contains 4378 members 
Mstep: Class 28 contains 1634 members 
Mstep: Class 29 contains 26817 members 
Mstep: Class 30 contains 60037 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1726 members 
Mstep: Class 33 contains 1672 members 
Mstep: Class 34 contains 2035 members 
Mstep: Class 35 contains 1515 members 
Mstep: Class 36 contains 7247 members 
Mstep: Class 37 contains 1363 members 
Mstep: Class 38 contains 11184 members 
Mstep: Class 39 contains 4415 members 
Mstep: Class 40 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84441728.000000 Penalty: 89524.148438
Iteration 98Q: 41 clusters Score -8.444173e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51379 members 
Mstep: Class 2 contains 8255 members 
Mstep: Class 3 contains 40534 members 
Mstep: Class 4 contains 5906 members 
Mstep: Class 5 contains 22388 members 
Mstep: Class 6 contains 9302 members 
Mstep: Class 7 contains 14927 members 
Mstep: Class 8 contains 10898 members 
Mstep: Class 9 contains 5419 members 
Mstep: Class 10 contains 128610 members 
Mstep: Class 11 contains 18259 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1516 members 
Mstep: Class 14 contains 3199 members 
Mstep: Class 15 contains 117170 members 
Mstep: Class 16 contains 87159 members 
Mstep: Class 17 contains 125098 members 
Mstep: Class 18 contains 38701 members 
Mstep: Class 19 contains 3555 members 
Mstep: Class 20 contains 6455 members 
Mstep: Class 21 contains 9089 members 
Mstep: Class 22 contains 70281 members 
Mstep: Class 23 contains 8523 members 
Mstep: Class 24 contains 519 members 
Mstep: Class 25 contains 42556 members 
Mstep: Class 26 contains 1392 members 
Mstep: Class 27 contains 4377 members 
Mstep: Class 28 contains 1635 members 
Mstep: Class 29 contains 26860 members 
Mstep: Class 30 contains 60033 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1724 members 
Mstep: Class 33 contains 1672 members 
Mstep: Class 34 contains 2029 members 
Mstep: Class 35 contains 1519 members 
Mstep: Class 36 contains 7269 members 
Mstep: Class 37 contains 1368 members 
Mstep: Class 38 contains 11169 members 
Mstep: Class 39 contains 4419 members 
Mstep: Class 40 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84441696.000000 Penalty: 89524.148438
Iteration 99Q: 41 clusters Score -8.44417e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51378 members 
Mstep: Class 2 contains 8249 members 
Mstep: Class 3 contains 40514 members 
Mstep: Class 4 contains 5913 members 
Mstep: Class 5 contains 22400 members 
Mstep: Class 6 contains 9243 members 
Mstep: Class 7 contains 14923 members 
Mstep: Class 8 contains 10899 members 
Mstep: Class 9 contains 5421 members 
Mstep: Class 10 contains 128595 members 
Mstep: Class 11 contains 18260 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1516 members 
Mstep: Class 14 contains 3199 members 
Mstep: Class 15 contains 117144 members 
Mstep: Class 16 contains 87097 members 
Mstep: Class 17 contains 125088 members 
Mstep: Class 18 contains 38771 members 
Mstep: Class 19 contains 3566 members 
Mstep: Class 20 contains 6462 members 
Mstep: Class 21 contains 9143 members 
Mstep: Class 22 contains 70295 members 
Mstep: Class 23 contains 8518 members 
Mstep: Class 24 contains 520 members 
Mstep: Class 25 contains 42542 members 
Mstep: Class 26 contains 1393 members 
Mstep: Class 27 contains 4379 members 
Mstep: Class 28 contains 1636 members 
Mstep: Class 29 contains 26898 members 
Mstep: Class 30 contains 60027 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1723 members 
Mstep: Class 33 contains 1673 members 
Mstep: Class 34 contains 2025 members 
Mstep: Class 35 contains 1522 members 
Mstep: Class 36 contains 7289 members 
Mstep: Class 37 contains 1368 members 
Mstep: Class 38 contains 11152 members 
Mstep: Class 39 contains 4423 members 
Mstep: Class 40 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84441704.000000 Penalty: 89524.148438
Iteration 100F: 41 clusters Score -8.44417e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 8245 members 
Mstep: Class 3 contains 40492 members 
Mstep: Class 4 contains 5916 members 
Mstep: Class 5 contains 22421 members 
Mstep: Class 6 contains 9197 members 
Mstep: Class 7 contains 14922 members 
Mstep: Class 8 contains 10897 members 
Mstep: Class 9 contains 5430 members 
Mstep: Class 10 contains 128586 members 
Mstep: Class 11 contains 18263 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1516 members 
Mstep: Class 14 contains 3196 members 
Mstep: Class 15 contains 117122 members 
Mstep: Class 16 contains 87023 members 
Mstep: Class 17 contains 125076 members 
Mstep: Class 18 contains 38832 members 
Mstep: Class 19 contains 3580 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 9192 members 
Mstep: Class 22 contains 70309 members 
Mstep: Class 23 contains 8514 members 
Mstep: Class 24 contains 520 members 
Mstep: Class 25 contains 42522 members 
Mstep: Class 26 contains 1393 members 
Mstep: Class 27 contains 4379 members 
Mstep: Class 28 contains 1638 members 
Mstep: Class 29 contains 26930 members 
Mstep: Class 30 contains 60026 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 1726 members 
Mstep: Class 33 contains 1673 members 
Mstep: Class 34 contains 2021 members 
Mstep: Class 35 contains 1525 members 
Mstep: Class 36 contains 7315 members 
Mstep: Class 37 contains 1365 members 
Mstep: Class 38 contains 11129 members 
Mstep: Class 39 contains 4423 members 
Mstep: Class 40 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84441824.000000 Penalty: 89524.148438
Iteration 101Q: 41 clusters Score -8.444182e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 8243 members 
Mstep: Class 3 contains 40481 members 
Mstep: Class 4 contains 5929 members 
Mstep: Class 5 contains 22438 members 
Mstep: Class 6 contains 9154 members 
Mstep: Class 7 contains 14921 members 
Mstep: Class 8 contains 10893 members 
Mstep: Class 9 contains 5438 members 
Mstep: Class 10 contains 128571 members 
Mstep: Class 11 contains 18263 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1516 members 
Mstep: Class 14 contains 3192 members 
Mstep: Class 15 contains 117109 members 
Mstep: Class 16 contains 86936 members 
Mstep: Class 17 contains 125068 members 
Mstep: Class 18 contains 38891 members 
Mstep: Class 19 contains 3595 members 
Mstep: Class 20 contains 6480 members 
Mstep: Class 21 contains 9242 members 
Mstep: Class 22 contains 70322 members 
Mstep: Class 23 contains 8513 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 42502 members 
Mstep: Class 26 contains 1394 members 
Mstep: Class 27 contains 4381 members 
Mstep: Class 28 contains 1639 members 
Mstep: Class 29 contains 26951 members 
Mstep: Class 30 contains 60025 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1727 members 
Mstep: Class 33 contains 1674 members 
Mstep: Class 34 contains 2018 members 
Mstep: Class 35 contains 1528 members 
Mstep: Class 36 contains 7338 members 
Mstep: Class 37 contains 1363 members 
Mstep: Class 38 contains 11106 members 
Mstep: Class 39 contains 4425 members 
Mstep: Class 40 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84441928.000000 Penalty: 89524.148438
Iteration 102Q: 41 clusters Score -8.444193e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 8241 members 
Mstep: Class 3 contains 40474 members 
Mstep: Class 4 contains 5937 members 
Mstep: Class 5 contains 22464 members 
Mstep: Class 6 contains 9102 members 
Mstep: Class 7 contains 14918 members 
Mstep: Class 8 contains 10886 members 
Mstep: Class 9 contains 5448 members 
Mstep: Class 10 contains 128563 members 
Mstep: Class 11 contains 18263 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1516 members 
Mstep: Class 14 contains 3182 members 
Mstep: Class 15 contains 117097 members 
Mstep: Class 16 contains 86839 members 
Mstep: Class 17 contains 125056 members 
Mstep: Class 18 contains 38947 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 6486 members 
Mstep: Class 21 contains 9287 members 
Mstep: Class 22 contains 70334 members 
Mstep: Class 23 contains 8509 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 42490 members 
Mstep: Class 26 contains 1392 members 
Mstep: Class 27 contains 4384 members 
Mstep: Class 28 contains 1639 members 
Mstep: Class 29 contains 26991 members 
Mstep: Class 30 contains 60021 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 1727 members 
Mstep: Class 33 contains 1674 members 
Mstep: Class 34 contains 2015 members 
Mstep: Class 35 contains 1530 members 
Mstep: Class 36 contains 7369 members 
Mstep: Class 37 contains 1365 members 
Mstep: Class 38 contains 11079 members 
Mstep: Class 39 contains 4431 members 
Mstep: Class 40 contains 1303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84441864.000000 Penalty: 89524.148438
Iteration 103Q: 41 clusters Score -8.444186e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 8241 members 
Mstep: Class 3 contains 40466 members 
Mstep: Class 4 contains 5946 members 
Mstep: Class 5 contains 22491 members 
Mstep: Class 6 contains 9044 members 
Mstep: Class 7 contains 14917 members 
Mstep: Class 8 contains 10883 members 
Mstep: Class 9 contains 5451 members 
Mstep: Class 10 contains 128549 members 
Mstep: Class 11 contains 18263 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1516 members 
Mstep: Class 14 contains 3178 members 
Mstep: Class 15 contains 117090 members 
Mstep: Class 16 contains 86760 members 
Mstep: Class 17 contains 125058 members 
Mstep: Class 18 contains 38996 members 
Mstep: Class 19 contains 3629 members 
Mstep: Class 20 contains 6491 members 
Mstep: Class 21 contains 9324 members 
Mstep: Class 22 contains 70350 members 
Mstep: Class 23 contains 8508 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 42474 members 
Mstep: Class 26 contains 1387 members 
Mstep: Class 27 contains 4386 members 
Mstep: Class 28 contains 1641 members 
Mstep: Class 29 contains 27010 members 
Mstep: Class 30 contains 60021 members 
Mstep: Class 31 contains 1275 members 
Mstep: Class 32 contains 1727 members 
Mstep: Class 33 contains 1674 members 
Mstep: Class 34 contains 2012 members 
Mstep: Class 35 contains 1533 members 
Mstep: Class 36 contains 7397 members 
Mstep: Class 37 contains 1363 members 
Mstep: Class 38 contains 11056 members 
Mstep: Class 39 contains 4434 members 
Mstep: Class 40 contains 1302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84441960.000000 Penalty: 89524.148438
Iteration 104Q: 41 clusters Score -8.444196e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 8238 members 
Mstep: Class 3 contains 40459 members 
Mstep: Class 4 contains 5954 members 
Mstep: Class 5 contains 22517 members 
Mstep: Class 6 contains 9011 members 
Mstep: Class 7 contains 14918 members 
Mstep: Class 8 contains 10884 members 
Mstep: Class 9 contains 5452 members 
Mstep: Class 10 contains 128533 members 
Mstep: Class 11 contains 18264 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1516 members 
Mstep: Class 14 contains 3172 members 
Mstep: Class 15 contains 117074 members 
Mstep: Class 16 contains 86693 members 
Mstep: Class 17 contains 125053 members 
Mstep: Class 18 contains 39038 members 
Mstep: Class 19 contains 3631 members 
Mstep: Class 20 contains 6499 members 
Mstep: Class 21 contains 9348 members 
Mstep: Class 22 contains 70357 members 
Mstep: Class 23 contains 8508 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 42463 members 
Mstep: Class 26 contains 1385 members 
Mstep: Class 27 contains 4390 members 
Mstep: Class 28 contains 1641 members 
Mstep: Class 29 contains 27046 members 
Mstep: Class 30 contains 60017 members 
Mstep: Class 31 contains 1275 members 
Mstep: Class 32 contains 1729 members 
Mstep: Class 33 contains 1674 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 1533 members 
Mstep: Class 36 contains 7414 members 
Mstep: Class 37 contains 1362 members 
Mstep: Class 38 contains 11042 members 
Mstep: Class 39 contains 4439 members 
Mstep: Class 40 contains 1302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84441952.000000 Penalty: 89524.148438
Iteration 105Q: 41 clusters Score -8.444195e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 8238 members 
Mstep: Class 3 contains 40452 members 
Mstep: Class 4 contains 5959 members 
Mstep: Class 5 contains 22540 members 
Mstep: Class 6 contains 8977 members 
Mstep: Class 7 contains 14917 members 
Mstep: Class 8 contains 10885 members 
Mstep: Class 9 contains 5452 members 
Mstep: Class 10 contains 128511 members 
Mstep: Class 11 contains 18266 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1516 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 117060 members 
Mstep: Class 16 contains 86620 members 
Mstep: Class 17 contains 125050 members 
Mstep: Class 18 contains 39080 members 
Mstep: Class 19 contains 3635 members 
Mstep: Class 20 contains 6503 members 
Mstep: Class 21 contains 9382 members 
Mstep: Class 22 contains 70370 members 
Mstep: Class 23 contains 8507 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 42452 members 
Mstep: Class 26 contains 1383 members 
Mstep: Class 27 contains 4392 members 
Mstep: Class 28 contains 1642 members 
Mstep: Class 29 contains 27081 members 
Mstep: Class 30 contains 60011 members 
Mstep: Class 31 contains 1275 members 
Mstep: Class 32 contains 1732 members 
Mstep: Class 33 contains 1674 members 
Mstep: Class 34 contains 2010 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 7436 members 
Mstep: Class 37 contains 1362 members 
Mstep: Class 38 contains 11031 members 
Mstep: Class 39 contains 4438 members 
Mstep: Class 40 contains 1302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84441880.000000 Penalty: 89524.148438
Iteration 106Q: 41 clusters Score -8.444188e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 8234 members 
Mstep: Class 3 contains 40442 members 
Mstep: Class 4 contains 5967 members 
Mstep: Class 5 contains 22556 members 
Mstep: Class 6 contains 8946 members 
Mstep: Class 7 contains 14915 members 
Mstep: Class 8 contains 10885 members 
Mstep: Class 9 contains 5451 members 
Mstep: Class 10 contains 128494 members 
Mstep: Class 11 contains 18266 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1516 members 
Mstep: Class 14 contains 3164 members 
Mstep: Class 15 contains 117038 members 
Mstep: Class 16 contains 86561 members 
Mstep: Class 17 contains 125050 members 
Mstep: Class 18 contains 39125 members 
Mstep: Class 19 contains 3635 members 
Mstep: Class 20 contains 6503 members 
Mstep: Class 21 contains 9407 members 
Mstep: Class 22 contains 70384 members 
Mstep: Class 23 contains 8504 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 42444 members 
Mstep: Class 26 contains 1385 members 
Mstep: Class 27 contains 4392 members 
Mstep: Class 28 contains 1643 members 
Mstep: Class 29 contains 27115 members 
Mstep: Class 30 contains 60009 members 
Mstep: Class 31 contains 1275 members 
Mstep: Class 32 contains 1738 members 
Mstep: Class 33 contains 1674 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 1538 members 
Mstep: Class 36 contains 7452 members 
Mstep: Class 37 contains 1358 members 
Mstep: Class 38 contains 11023 members 
Mstep: Class 39 contains 4440 members 
Mstep: Class 40 contains 1302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84441864.000000 Penalty: 89524.148438
Iteration 107Q: 41 clusters Score -8.444186e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 8232 members 
Mstep: Class 3 contains 40430 members 
Mstep: Class 4 contains 5972 members 
Mstep: Class 5 contains 22568 members 
Mstep: Class 6 contains 8916 members 
Mstep: Class 7 contains 14912 members 
Mstep: Class 8 contains 10887 members 
Mstep: Class 9 contains 5451 members 
Mstep: Class 10 contains 128479 members 
Mstep: Class 11 contains 18266 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1516 members 
Mstep: Class 14 contains 3164 members 
Mstep: Class 15 contains 117026 members 
Mstep: Class 16 contains 86509 members 
Mstep: Class 17 contains 125050 members 
Mstep: Class 18 contains 39165 members 
Mstep: Class 19 contains 3635 members 
Mstep: Class 20 contains 6502 members 
Mstep: Class 21 contains 9432 members 
Mstep: Class 22 contains 70392 members 
Mstep: Class 23 contains 8504 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 42437 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 4391 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 27141 members 
Mstep: Class 30 contains 60006 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 1742 members 
Mstep: Class 33 contains 1674 members 
Mstep: Class 34 contains 2009 members 
Mstep: Class 35 contains 1539 members 
Mstep: Class 36 contains 7469 members 
Mstep: Class 37 contains 1358 members 
Mstep: Class 38 contains 11020 members 
Mstep: Class 39 contains 4440 members 
Mstep: Class 40 contains 1302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84441944.000000 Penalty: 89524.148438
Iteration 108Q: 41 clusters Score -8.444194e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 8230 members 
Mstep: Class 3 contains 40427 members 
Mstep: Class 4 contains 5973 members 
Mstep: Class 5 contains 22585 members 
Mstep: Class 6 contains 8869 members 
Mstep: Class 7 contains 14910 members 
Mstep: Class 8 contains 10889 members 
Mstep: Class 9 contains 5448 members 
Mstep: Class 10 contains 128471 members 
Mstep: Class 11 contains 18268 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1516 members 
Mstep: Class 14 contains 3166 members 
Mstep: Class 15 contains 117018 members 
Mstep: Class 16 contains 86459 members 
Mstep: Class 17 contains 125055 members 
Mstep: Class 18 contains 39201 members 
Mstep: Class 19 contains 3637 members 
Mstep: Class 20 contains 6502 members 
Mstep: Class 21 contains 9452 members 
Mstep: Class 22 contains 70399 members 
Mstep: Class 23 contains 8501 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 42424 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 4390 members 
Mstep: Class 28 contains 1645 members 
Mstep: Class 29 contains 27174 members 
Mstep: Class 30 contains 60006 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 1742 members 
Mstep: Class 33 contains 1674 members 
Mstep: Class 34 contains 2009 members 
Mstep: Class 35 contains 1538 members 
Mstep: Class 36 contains 7487 members 
Mstep: Class 37 contains 1358 members 
Mstep: Class 38 contains 11014 members 
Mstep: Class 39 contains 4444 members 
Mstep: Class 40 contains 1303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84441848.000000 Penalty: 89524.148438
Iteration 109Q: 41 clusters Score -8.444185e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51376 members 
Mstep: Class 2 contains 8230 members 
Mstep: Class 3 contains 40423 members 
Mstep: Class 4 contains 5977 members 
Mstep: Class 5 contains 22601 members 
Mstep: Class 6 contains 8826 members 
Mstep: Class 7 contains 14911 members 
Mstep: Class 8 contains 10891 members 
Mstep: Class 9 contains 5448 members 
Mstep: Class 10 contains 128463 members 
Mstep: Class 11 contains 18270 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1516 members 
Mstep: Class 14 contains 3171 members 
Mstep: Class 15 contains 117004 members 
Mstep: Class 16 contains 86405 members 
Mstep: Class 17 contains 125048 members 
Mstep: Class 18 contains 39251 members 
Mstep: Class 19 contains 3638 members 
Mstep: Class 20 contains 6503 members 
Mstep: Class 21 contains 9465 members 
Mstep: Class 22 contains 70401 members 
Mstep: Class 23 contains 8500 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 42412 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 4391 members 
Mstep: Class 28 contains 1646 members 
Mstep: Class 29 contains 27202 members 
Mstep: Class 30 contains 60007 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 1740 members 
Mstep: Class 33 contains 1674 members 
Mstep: Class 34 contains 2009 members 
Mstep: Class 35 contains 1538 members 
Mstep: Class 36 contains 7507 members 
Mstep: Class 37 contains 1356 members 
Mstep: Class 38 contains 11014 members 
Mstep: Class 39 contains 4442 members 
Mstep: Class 40 contains 1303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84441912.000000 Penalty: 89524.148438
Iteration 110Q: 41 clusters Score -8.444191e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51376 members 
Mstep: Class 2 contains 8230 members 
Mstep: Class 3 contains 40419 members 
Mstep: Class 4 contains 5975 members 
Mstep: Class 5 contains 22621 members 
Mstep: Class 6 contains 8789 members 
Mstep: Class 7 contains 14909 members 
Mstep: Class 8 contains 10893 members 
Mstep: Class 9 contains 5454 members 
Mstep: Class 10 contains 128457 members 
Mstep: Class 11 contains 18269 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1516 members 
Mstep: Class 14 contains 3170 members 
Mstep: Class 15 contains 116982 members 
Mstep: Class 16 contains 86351 members 
Mstep: Class 17 contains 125036 members 
Mstep: Class 18 contains 39304 members 
Mstep: Class 19 contains 3638 members 
Mstep: Class 20 contains 6503 members 
Mstep: Class 21 contains 9483 members 
Mstep: Class 22 contains 70408 members 
Mstep: Class 23 contains 8501 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 42402 members 
Mstep: Class 26 contains 1391 members 
Mstep: Class 27 contains 4391 members 
Mstep: Class 28 contains 1646 members 
Mstep: Class 29 contains 27229 members 
Mstep: Class 30 contains 60004 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 1738 members 
Mstep: Class 33 contains 1674 members 
Mstep: Class 34 contains 2009 members 
Mstep: Class 35 contains 1538 members 
Mstep: Class 36 contains 7519 members 
Mstep: Class 37 contains 1358 members 
Mstep: Class 38 contains 11012 members 
Mstep: Class 39 contains 4449 members 
Mstep: Class 40 contains 1303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442104.000000 Penalty: 89524.148438
Iteration 111Q: 41 clusters Score -8.44421e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 8228 members 
Mstep: Class 3 contains 40409 members 
Mstep: Class 4 contains 5977 members 
Mstep: Class 5 contains 22647 members 
Mstep: Class 6 contains 8754 members 
Mstep: Class 7 contains 14906 members 
Mstep: Class 8 contains 10893 members 
Mstep: Class 9 contains 5455 members 
Mstep: Class 10 contains 128438 members 
Mstep: Class 11 contains 18269 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3174 members 
Mstep: Class 15 contains 116963 members 
Mstep: Class 16 contains 86298 members 
Mstep: Class 17 contains 125035 members 
Mstep: Class 18 contains 39351 members 
Mstep: Class 19 contains 3639 members 
Mstep: Class 20 contains 6503 members 
Mstep: Class 21 contains 9500 members 
Mstep: Class 22 contains 70413 members 
Mstep: Class 23 contains 8500 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 42391 members 
Mstep: Class 26 contains 1393 members 
Mstep: Class 27 contains 4391 members 
Mstep: Class 28 contains 1646 members 
Mstep: Class 29 contains 27262 members 
Mstep: Class 30 contains 60003 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 1739 members 
Mstep: Class 33 contains 1674 members 
Mstep: Class 34 contains 2009 members 
Mstep: Class 35 contains 1539 members 
Mstep: Class 36 contains 7533 members 
Mstep: Class 37 contains 1355 members 
Mstep: Class 38 contains 11009 members 
Mstep: Class 39 contains 4455 members 
Mstep: Class 40 contains 1303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442168.000000 Penalty: 89524.148438
Iteration 112Q: 41 clusters Score -8.444217e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 8226 members 
Mstep: Class 3 contains 40405 members 
Mstep: Class 4 contains 5981 members 
Mstep: Class 5 contains 22663 members 
Mstep: Class 6 contains 8715 members 
Mstep: Class 7 contains 14907 members 
Mstep: Class 8 contains 10891 members 
Mstep: Class 9 contains 5456 members 
Mstep: Class 10 contains 128423 members 
Mstep: Class 11 contains 18269 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3182 members 
Mstep: Class 15 contains 116947 members 
Mstep: Class 16 contains 86258 members 
Mstep: Class 17 contains 125032 members 
Mstep: Class 18 contains 39387 members 
Mstep: Class 19 contains 3638 members 
Mstep: Class 20 contains 6504 members 
Mstep: Class 21 contains 9515 members 
Mstep: Class 22 contains 70419 members 
Mstep: Class 23 contains 8500 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 42385 members 
Mstep: Class 26 contains 1397 members 
Mstep: Class 27 contains 4391 members 
Mstep: Class 28 contains 1646 members 
Mstep: Class 29 contains 27288 members 
Mstep: Class 30 contains 60003 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 1740 members 
Mstep: Class 33 contains 1674 members 
Mstep: Class 34 contains 2009 members 
Mstep: Class 35 contains 1540 members 
Mstep: Class 36 contains 7541 members 
Mstep: Class 37 contains 1351 members 
Mstep: Class 38 contains 11008 members 
Mstep: Class 39 contains 4458 members 
Mstep: Class 40 contains 1303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442064.000000 Penalty: 89524.148438
Iteration 113Q: 41 clusters Score -8.444206e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 8225 members 
Mstep: Class 3 contains 40399 members 
Mstep: Class 4 contains 5984 members 
Mstep: Class 5 contains 22677 members 
Mstep: Class 6 contains 8679 members 
Mstep: Class 7 contains 14904 members 
Mstep: Class 8 contains 10891 members 
Mstep: Class 9 contains 5458 members 
Mstep: Class 10 contains 128398 members 
Mstep: Class 11 contains 18269 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3187 members 
Mstep: Class 15 contains 116925 members 
Mstep: Class 16 contains 86212 members 
Mstep: Class 17 contains 125027 members 
Mstep: Class 18 contains 39431 members 
Mstep: Class 19 contains 3636 members 
Mstep: Class 20 contains 6504 members 
Mstep: Class 21 contains 9540 members 
Mstep: Class 22 contains 70429 members 
Mstep: Class 23 contains 8498 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 42376 members 
Mstep: Class 26 contains 1403 members 
Mstep: Class 27 contains 4392 members 
Mstep: Class 28 contains 1646 members 
Mstep: Class 29 contains 27312 members 
Mstep: Class 30 contains 60007 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 1743 members 
Mstep: Class 33 contains 1674 members 
Mstep: Class 34 contains 2009 members 
Mstep: Class 35 contains 1542 members 
Mstep: Class 36 contains 7552 members 
Mstep: Class 37 contains 1350 members 
Mstep: Class 38 contains 11007 members 
Mstep: Class 39 contains 4462 members 
Mstep: Class 40 contains 1303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442064.000000 Penalty: 89524.148438
Iteration 114Q: 41 clusters Score -8.444206e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 8223 members 
Mstep: Class 3 contains 40393 members 
Mstep: Class 4 contains 5984 members 
Mstep: Class 5 contains 22691 members 
Mstep: Class 6 contains 8650 members 
Mstep: Class 7 contains 14904 members 
Mstep: Class 8 contains 10891 members 
Mstep: Class 9 contains 5460 members 
Mstep: Class 10 contains 128364 members 
Mstep: Class 11 contains 18266 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3199 members 
Mstep: Class 15 contains 116911 members 
Mstep: Class 16 contains 86179 members 
Mstep: Class 17 contains 125023 members 
Mstep: Class 18 contains 39472 members 
Mstep: Class 19 contains 3635 members 
Mstep: Class 20 contains 6506 members 
Mstep: Class 21 contains 9555 members 
Mstep: Class 22 contains 70432 members 
Mstep: Class 23 contains 8500 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42371 members 
Mstep: Class 26 contains 1408 members 
Mstep: Class 27 contains 4392 members 
Mstep: Class 28 contains 1646 members 
Mstep: Class 29 contains 27334 members 
Mstep: Class 30 contains 60007 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 1746 members 
Mstep: Class 33 contains 1675 members 
Mstep: Class 34 contains 2009 members 
Mstep: Class 35 contains 1542 members 
Mstep: Class 36 contains 7559 members 
Mstep: Class 37 contains 1348 members 
Mstep: Class 38 contains 11005 members 
Mstep: Class 39 contains 4466 members 
Mstep: Class 40 contains 1303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84441992.000000 Penalty: 89524.148438
Iteration 115Q: 41 clusters Score -8.444199e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51378 members 
Mstep: Class 2 contains 8220 members 
Mstep: Class 3 contains 40380 members 
Mstep: Class 4 contains 5985 members 
Mstep: Class 5 contains 22705 members 
Mstep: Class 6 contains 8623 members 
Mstep: Class 7 contains 14899 members 
Mstep: Class 8 contains 10890 members 
Mstep: Class 9 contains 5464 members 
Mstep: Class 10 contains 128334 members 
Mstep: Class 11 contains 18265 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3210 members 
Mstep: Class 15 contains 116892 members 
Mstep: Class 16 contains 86162 members 
Mstep: Class 17 contains 125015 members 
Mstep: Class 18 contains 39513 members 
Mstep: Class 19 contains 3636 members 
Mstep: Class 20 contains 6507 members 
Mstep: Class 21 contains 9568 members 
Mstep: Class 22 contains 70440 members 
Mstep: Class 23 contains 8502 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42362 members 
Mstep: Class 26 contains 1414 members 
Mstep: Class 27 contains 4391 members 
Mstep: Class 28 contains 1646 members 
Mstep: Class 29 contains 27358 members 
Mstep: Class 30 contains 60007 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 1746 members 
Mstep: Class 33 contains 1674 members 
Mstep: Class 34 contains 2009 members 
Mstep: Class 35 contains 1542 members 
Mstep: Class 36 contains 7569 members 
Mstep: Class 37 contains 1347 members 
Mstep: Class 38 contains 11000 members 
Mstep: Class 39 contains 4470 members 
Mstep: Class 40 contains 1303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442048.000000 Penalty: 89524.148438
Iteration 116Q: 41 clusters Score -8.444205e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51375 members 
Mstep: Class 2 contains 8215 members 
Mstep: Class 3 contains 40366 members 
Mstep: Class 4 contains 5986 members 
Mstep: Class 5 contains 22719 members 
Mstep: Class 6 contains 8609 members 
Mstep: Class 7 contains 14898 members 
Mstep: Class 8 contains 10889 members 
Mstep: Class 9 contains 5464 members 
Mstep: Class 10 contains 128310 members 
Mstep: Class 11 contains 18269 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3216 members 
Mstep: Class 15 contains 116877 members 
Mstep: Class 16 contains 86146 members 
Mstep: Class 17 contains 125011 members 
Mstep: Class 18 contains 39539 members 
Mstep: Class 19 contains 3637 members 
Mstep: Class 20 contains 6509 members 
Mstep: Class 21 contains 9585 members 
Mstep: Class 22 contains 70445 members 
Mstep: Class 23 contains 8502 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42358 members 
Mstep: Class 26 contains 1415 members 
Mstep: Class 27 contains 4391 members 
Mstep: Class 28 contains 1647 members 
Mstep: Class 29 contains 27380 members 
Mstep: Class 30 contains 60005 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 1748 members 
Mstep: Class 33 contains 1674 members 
Mstep: Class 34 contains 2009 members 
Mstep: Class 35 contains 1542 members 
Mstep: Class 36 contains 7574 members 
Mstep: Class 37 contains 1347 members 
Mstep: Class 38 contains 10996 members 
Mstep: Class 39 contains 4470 members 
Mstep: Class 40 contains 1303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442168.000000 Penalty: 89524.148438
Iteration 117Q: 41 clusters Score -8.444217e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51374 members 
Mstep: Class 2 contains 8212 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 5986 members 
Mstep: Class 5 contains 22731 members 
Mstep: Class 6 contains 8599 members 
Mstep: Class 7 contains 14900 members 
Mstep: Class 8 contains 10887 members 
Mstep: Class 9 contains 5466 members 
Mstep: Class 10 contains 128287 members 
Mstep: Class 11 contains 18270 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3221 members 
Mstep: Class 15 contains 116858 members 
Mstep: Class 16 contains 86143 members 
Mstep: Class 17 contains 125008 members 
Mstep: Class 18 contains 39554 members 
Mstep: Class 19 contains 3639 members 
Mstep: Class 20 contains 6509 members 
Mstep: Class 21 contains 9604 members 
Mstep: Class 22 contains 70452 members 
Mstep: Class 23 contains 8501 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42350 members 
Mstep: Class 26 contains 1416 members 
Mstep: Class 27 contains 4393 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27387 members 
Mstep: Class 30 contains 60005 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 1748 members 
Mstep: Class 33 contains 1674 members 
Mstep: Class 34 contains 2009 members 
Mstep: Class 35 contains 1542 members 
Mstep: Class 36 contains 7577 members 
Mstep: Class 37 contains 1347 members 
Mstep: Class 38 contains 10994 members 
Mstep: Class 39 contains 4470 members 
Mstep: Class 40 contains 1303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442272.000000 Penalty: 89524.148438
Iteration 118Q: 41 clusters Score -8.444227e+07 nChanged 205
Entering ConstructFrom: 
Score: -84442272.000000 Penalty: 89524.148438
Entering ConstructFrom: 
Trying to split cluster 1 (51373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Entering Unmasked Estep 
Score: -4605527.500000 Penalty: 1762.615967
	Iteration 0F: 2 clusters Score -4605528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -4571431.500000 Penalty: 3525.231934
	Iteration 0F: 3 clusters Score -4571432 nChanged 24096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -4585373.500000 Penalty: 3525.231934
	Iteration 1F: 3 clusters Score -4585374 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -4586095.000000 Penalty: 3525.231934
	Iteration 2Q: 3 clusters Score -4586095 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -4586986.000000 Penalty: 3525.231934
	Iteration 3Q: 3 clusters Score -4586986 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -4588173.500000 Penalty: 3525.231934
	Iteration 4F: 3 clusters Score -4588174 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -4589767.500000 Penalty: 3525.231934
	Iteration 5F: 3 clusters Score -4589768 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -4591894.500000 Penalty: 3525.231934
	Iteration 6F: 3 clusters Score -4591894 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -4594300.500000 Penalty: 3525.231934
	Iteration 7F: 3 clusters Score -4594300 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -4596555.000000 Penalty: 3525.231934
	Iteration 8F: 3 clusters Score -4596555 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -4598097.500000 Penalty: 3525.231934
	Iteration 9Q: 3 clusters Score -4598098 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -4599013.000000 Penalty: 3525.231934
	Iteration 10Q: 3 clusters Score -4599013 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -4599587.500000 Penalty: 3525.231934
	Iteration 11Q: 3 clusters Score -4599588 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -4600072.500000 Penalty: 3525.231934
	Iteration 12Q: 3 clusters Score -4600072 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -4600547.500000 Penalty: 3525.231934
	Iteration 13Q: 3 clusters Score -4600548 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -4600978.000000 Penalty: 3525.231934
	Iteration 14Q: 3 clusters Score -4600978 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -4601415.500000 Penalty: 3525.231934
	Iteration 15Q: 3 clusters Score -4601416 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44140 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -4601802.000000 Penalty: 3525.231934
	Iteration 16Q: 3 clusters Score -4601802 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44944 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -4602229.500000 Penalty: 3525.231934
	Iteration 17Q: 3 clusters Score -4602230 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -4602589.500000 Penalty: 3525.231934
	Iteration 18Q: 3 clusters Score -4602590 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46294 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -4602874.000000 Penalty: 3525.231934
	Iteration 19Q: 3 clusters Score -4602874 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46842 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -4603133.000000 Penalty: 3525.231934
	Iteration 20F: 3 clusters Score -4603133 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -4603414.000000 Penalty: 3525.231934
	Iteration 21Q: 3 clusters Score -4603414 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47800 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -4603650.500000 Penalty: 3525.231934
	Iteration 22Q: 3 clusters Score -4603650 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -4603865.000000 Penalty: 3525.231934
	Iteration 23Q: 3 clusters Score -4603865 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -4604032.000000 Penalty: 3525.231934
	Iteration 24Q: 3 clusters Score -4604032 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48721 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -4604175.000000 Penalty: 3525.231934
	Iteration 25Q: 3 clusters Score -4604175 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -4604302.000000 Penalty: 3525.231934
	Iteration 26Q: 3 clusters Score -4604302 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -4604380.500000 Penalty: 3525.231934
	Iteration 27Q: 3 clusters Score -4604380 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49202 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -4604494.000000 Penalty: 3525.231934
	Iteration 28Q: 3 clusters Score -4604494 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49300 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -4604632.500000 Penalty: 3525.231934
	Iteration 29Q: 3 clusters Score -4604632 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49390 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4604938.000000 Penalty: 3525.231934
	Iteration 30Q: 3 clusters Score -4604938 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49424 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -4605209.000000 Penalty: 3525.231934
	Iteration 31Q: 3 clusters Score -4605209 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49443 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -4605290.000000 Penalty: 3525.231934
	Iteration 32Q: 3 clusters Score -4605290 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49446 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4605314.500000 Penalty: 3525.231934
	Iteration 33Q: 3 clusters Score -4605314 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49445 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -4605324.500000 Penalty: 3525.231934
	Iteration 34Q: 3 clusters Score -4605324 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49424 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -4605344.000000 Penalty: 3525.231934
	Iteration 35Q: 3 clusters Score -4605344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49401 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4605344.500000 Penalty: 3525.231934
	Iteration 36Q: 3 clusters Score -4605344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4605349.000000 Penalty: 3525.231934
	Iteration 37Q: 3 clusters Score -4605349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49375 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4605348.500000 Penalty: 3525.231934
	Iteration 38Q: 3 clusters Score -4605348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49369 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -4605360.500000 Penalty: 3525.231934
	Iteration 39Q: 3 clusters Score -4605360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49362 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -4605357.000000 Penalty: 3525.231934
	Iteration 40F: 3 clusters Score -4605357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4605351.000000 Penalty: 3525.231934
	Iteration 41Q: 3 clusters Score -4605351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49355 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -4605360.500000 Penalty: 3525.231934
	Iteration 42Q: 3 clusters Score -4605360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49353 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4605360.000000 Penalty: 3525.231934
	Iteration 43Q: 3 clusters Score -4605360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49349 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -4605363.000000 Penalty: 3525.231934
	Iteration 44Q: 3 clusters Score -4605363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49347 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -4605365.500000 Penalty: 3525.231934
	Iteration 45Q: 3 clusters Score -4605366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49346 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -4605364.000000 Penalty: 3525.231934
	Iteration 46Q: 3 clusters Score -4605364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49346 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -4605364.000000 Penalty: 3525.231934
	Iteration 47F: 3 clusters Score -4605364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Entering Unmasked Estep 
Score: -731183.375000 Penalty: 1464.590454
	Iteration 0F: 2 clusters Score -731183.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -725137.125000 Penalty: 2929.180908
	Iteration 0F: 3 clusters Score -725137.1 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -727268.500000 Penalty: 2929.180908
	Iteration 1F: 3 clusters Score -727268.5 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -728204.750000 Penalty: 2929.180908
	Iteration 2F: 3 clusters Score -728204.8 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -729358.250000 Penalty: 2929.180908
	Iteration 3F: 3 clusters Score -729358.2 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -730274.062500 Penalty: 2929.180908
	Iteration 4F: 3 clusters Score -730274.1 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -730697.062500 Penalty: 2929.180908
	Iteration 5F: 3 clusters Score -730697.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -730866.000000 Penalty: 2929.180908
	Iteration 6Q: 3 clusters Score -730866 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -730945.687500 Penalty: 2929.180908
	Iteration 7Q: 3 clusters Score -730945.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -730990.687500 Penalty: 2929.180908
	Iteration 8Q: 3 clusters Score -730990.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -731026.062500 Penalty: 2929.180908
	Iteration 9Q: 3 clusters Score -731026.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -731039.375000 Penalty: 2929.180908
	Iteration 10Q: 3 clusters Score -731039.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -731050.062500 Penalty: 2929.180908
	Iteration 11Q: 3 clusters Score -731050.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -731059.750000 Penalty: 2929.180908
	Iteration 12Q: 3 clusters Score -731059.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -731069.687500 Penalty: 2929.180908
	Iteration 13Q: 3 clusters Score -731069.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -731076.125000 Penalty: 2929.180908
	Iteration 14Q: 3 clusters Score -731076.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -731081.000000 Penalty: 2929.180908
	Iteration 15Q: 3 clusters Score -731081 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -731083.812500 Penalty: 2929.180908
	Iteration 16Q: 3 clusters Score -731083.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -731088.812500 Penalty: 2929.180908
	Iteration 17Q: 3 clusters Score -731088.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -731093.062500 Penalty: 2929.180908
	Iteration 18Q: 3 clusters Score -731093.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -731096.437500 Penalty: 2929.180908
	Iteration 19Q: 3 clusters Score -731096.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -731099.937500 Penalty: 2929.180908
	Iteration 20F: 3 clusters Score -731099.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -731102.000000 Penalty: 2929.180908
	Iteration 21Q: 3 clusters Score -731102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -731109.125000 Penalty: 2929.180908
	Iteration 22Q: 3 clusters Score -731109.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -731112.312500 Penalty: 2929.180908
	Iteration 23Q: 3 clusters Score -731112.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -731117.375000 Penalty: 2929.180908
	Iteration 24Q: 3 clusters Score -731117.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -731116.125000 Penalty: 2929.180908
	Iteration 25Q: 3 clusters Score -731116.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -731116.437500 Penalty: 2929.180908
	Iteration 26Q: 3 clusters Score -731116.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -731116.250000 Penalty: 2929.180908
	Iteration 27Q: 3 clusters Score -731116.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -731115.875000 Penalty: 2929.180908
	Iteration 28Q: 3 clusters Score -731115.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -731115.812500 Penalty: 2929.180908
	Iteration 29Q: 3 clusters Score -731115.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -731115.937500 Penalty: 2929.180908
	Iteration 30Q: 3 clusters Score -731115.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -731115.937500 Penalty: 2929.180908
	Iteration 31Q: 3 clusters Score -731115.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -731115.937500 Penalty: 2929.180908
	Iteration 32F: 3 clusters Score -731115.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (40361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Entering Unmasked Estep 
Score: -3676199.000000 Penalty: 1723.413208
	Iteration 0F: 2 clusters Score -3676199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -3649145.250000 Penalty: 3446.826416
	Iteration 0F: 3 clusters Score -3649145 nChanged 18908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -3659924.250000 Penalty: 3446.826416
	Iteration 1F: 3 clusters Score -3659924 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -3660540.250000 Penalty: 3446.826416
	Iteration 2Q: 3 clusters Score -3660540 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -3661309.000000 Penalty: 3446.826416
	Iteration 3Q: 3 clusters Score -3661309 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -3662301.750000 Penalty: 3446.826416
	Iteration 4F: 3 clusters Score -3662302 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -3663514.500000 Penalty: 3446.826416
	Iteration 5F: 3 clusters Score -3663514 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -3664892.500000 Penalty: 3446.826416
	Iteration 6F: 3 clusters Score -3664892 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -3666381.750000 Penalty: 3446.826416
	Iteration 7F: 3 clusters Score -3666382 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -3667722.000000 Penalty: 3446.826416
	Iteration 8F: 3 clusters Score -3667722 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -3668835.000000 Penalty: 3446.826416
	Iteration 9Q: 3 clusters Score -3668835 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -3669786.000000 Penalty: 3446.826416
	Iteration 10Q: 3 clusters Score -3669786 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -3670615.250000 Penalty: 3446.826416
	Iteration 11Q: 3 clusters Score -3670615 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -3671283.500000 Penalty: 3446.826416
	Iteration 12Q: 3 clusters Score -3671284 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -3671765.250000 Penalty: 3446.826416
	Iteration 13Q: 3 clusters Score -3671765 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -3672125.500000 Penalty: 3446.826416
	Iteration 14Q: 3 clusters Score -3672126 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -3672482.500000 Penalty: 3446.826416
	Iteration 15Q: 3 clusters Score -3672482 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -3672784.250000 Penalty: 3446.826416
	Iteration 16Q: 3 clusters Score -3672784 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -3673069.750000 Penalty: 3446.826416
	Iteration 17Q: 3 clusters Score -3673070 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -3673384.000000 Penalty: 3446.826416
	Iteration 18Q: 3 clusters Score -3673384 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -3673679.750000 Penalty: 3446.826416
	Iteration 19Q: 3 clusters Score -3673680 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -3673964.250000 Penalty: 3446.826416
	Iteration 20F: 3 clusters Score -3673964 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -3674230.250000 Penalty: 3446.826416
	Iteration 21Q: 3 clusters Score -3674230 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -3674483.000000 Penalty: 3446.826416
	Iteration 22Q: 3 clusters Score -3674483 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -3674680.000000 Penalty: 3446.826416
	Iteration 23Q: 3 clusters Score -3674680 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -3674846.750000 Penalty: 3446.826416
	Iteration 24Q: 3 clusters Score -3674847 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -3674995.750000 Penalty: 3446.826416
	Iteration 25Q: 3 clusters Score -3674996 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -3675090.000000 Penalty: 3446.826416
	Iteration 26Q: 3 clusters Score -3675090 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -3675154.250000 Penalty: 3446.826416
	Iteration 27Q: 3 clusters Score -3675154 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -3675174.750000 Penalty: 3446.826416
	Iteration 28Q: 3 clusters Score -3675175 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -3675204.750000 Penalty: 3446.826416
	Iteration 29Q: 3 clusters Score -3675205 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -3675233.500000 Penalty: 3446.826416
	Iteration 30Q: 3 clusters Score -3675234 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -3675250.750000 Penalty: 3446.826416
	Iteration 31Q: 3 clusters Score -3675251 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -3675265.500000 Penalty: 3446.826416
	Iteration 32Q: 3 clusters Score -3675266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -3675269.250000 Penalty: 3446.826416
	Iteration 33Q: 3 clusters Score -3675269 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -3675285.250000 Penalty: 3446.826416
	Iteration 34Q: 3 clusters Score -3675285 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -3675290.500000 Penalty: 3446.826416
	Iteration 35Q: 3 clusters Score -3675290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -3675285.000000 Penalty: 3446.826416
	Iteration 36Q: 3 clusters Score -3675285 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -3675291.750000 Penalty: 3446.826416
	Iteration 37Q: 3 clusters Score -3675292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -3675295.000000 Penalty: 3446.826416
	Iteration 38Q: 3 clusters Score -3675295 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -3675299.500000 Penalty: 3446.826416
	Iteration 39Q: 3 clusters Score -3675300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -3675318.750000 Penalty: 3446.826416
	Iteration 40F: 3 clusters Score -3675319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -3675332.000000 Penalty: 3446.826416
	Iteration 41Q: 3 clusters Score -3675332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 38698 members 
Entering Unmasked Estep 
Score: -3675332.000000 Penalty: 3446.826416
	Iteration 42Q: 3 clusters Score -3675332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -3675338.750000 Penalty: 3446.826416
	Iteration 43Q: 3 clusters Score -3675339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -3675344.500000 Penalty: 3446.826416
	Iteration 44Q: 3 clusters Score -3675344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -3675345.500000 Penalty: 3446.826416
	Iteration 45Q: 3 clusters Score -3675346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -3675349.500000 Penalty: 3446.826416
	Iteration 46Q: 3 clusters Score -3675350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -3675346.750000 Penalty: 3446.826416
	Iteration 47Q: 3 clusters Score -3675347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 38743 members 
Entering Unmasked Estep 
Score: -3675356.250000 Penalty: 3446.826416
	Iteration 48Q: 3 clusters Score -3675356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -3675355.500000 Penalty: 3446.826416
	Iteration 49Q: 3 clusters Score -3675356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -3675356.000000 Penalty: 3446.826416
	Iteration 50Q: 3 clusters Score -3675356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -3675357.500000 Penalty: 3446.826416
	Iteration 51Q: 3 clusters Score -3675358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -3675360.500000 Penalty: 3446.826416
	Iteration 52Q: 3 clusters Score -3675360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -3675361.000000 Penalty: 3446.826416
	Iteration 53Q: 3 clusters Score -3675361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -3675357.500000 Penalty: 3446.826416
	Iteration 54Q: 3 clusters Score -3675358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -3675358.000000 Penalty: 3446.826416
	Iteration 55Q: 3 clusters Score -3675358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -3675358.000000 Penalty: 3446.826416
	Iteration 56F: 3 clusters Score -3675358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Entering Unmasked Estep 
Score: -549146.500000 Penalty: 1413.345825
	Iteration 0F: 2 clusters Score -549146.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -544590.000000 Penalty: 2826.691650
	Iteration 0F: 3 clusters Score -544590 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -546033.937500 Penalty: 2826.691650
	Iteration 1F: 3 clusters Score -546033.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -546316.625000 Penalty: 2826.691650
	Iteration 2F: 3 clusters Score -546316.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -546542.937500 Penalty: 2826.691650
	Iteration 3F: 3 clusters Score -546542.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -546747.875000 Penalty: 2826.691650
	Iteration 4F: 3 clusters Score -546747.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -546927.500000 Penalty: 2826.691650
	Iteration 5F: 3 clusters Score -546927.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -547100.500000 Penalty: 2826.691650
	Iteration 6Q: 3 clusters Score -547100.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -547267.437500 Penalty: 2826.691650
	Iteration 7Q: 3 clusters Score -547267.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -547420.687500 Penalty: 2826.691650
	Iteration 8Q: 3 clusters Score -547420.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -547549.000000 Penalty: 2826.691650
	Iteration 9Q: 3 clusters Score -547549 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -547648.625000 Penalty: 2826.691650
	Iteration 10Q: 3 clusters Score -547648.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -547726.125000 Penalty: 2826.691650
	Iteration 11Q: 3 clusters Score -547726.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -547787.937500 Penalty: 2826.691650
	Iteration 12Q: 3 clusters Score -547787.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -547832.562500 Penalty: 2826.691650
	Iteration 13Q: 3 clusters Score -547832.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -547866.687500 Penalty: 2826.691650
	Iteration 14Q: 3 clusters Score -547866.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -547893.750000 Penalty: 2826.691650
	Iteration 15Q: 3 clusters Score -547893.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -547918.312500 Penalty: 2826.691650
	Iteration 16Q: 3 clusters Score -547918.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -547938.937500 Penalty: 2826.691650
	Iteration 17Q: 3 clusters Score -547938.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -547965.437500 Penalty: 2826.691650
	Iteration 18Q: 3 clusters Score -547965.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -547989.687500 Penalty: 2826.691650
	Iteration 19Q: 3 clusters Score -547989.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -548010.500000 Penalty: 2826.691650
	Iteration 20F: 3 clusters Score -548010.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -548030.625000 Penalty: 2826.691650
	Iteration 21Q: 3 clusters Score -548030.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -548045.937500 Penalty: 2826.691650
	Iteration 22Q: 3 clusters Score -548045.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -548058.500000 Penalty: 2826.691650
	Iteration 23Q: 3 clusters Score -548058.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -548071.875000 Penalty: 2826.691650
	Iteration 24Q: 3 clusters Score -548071.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -548080.625000 Penalty: 2826.691650
	Iteration 25Q: 3 clusters Score -548080.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -548086.000000 Penalty: 2826.691650
	Iteration 26Q: 3 clusters Score -548086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -548088.312500 Penalty: 2826.691650
	Iteration 27Q: 3 clusters Score -548088.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -548093.000000 Penalty: 2826.691650
	Iteration 28Q: 3 clusters Score -548093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -548096.062500 Penalty: 2826.691650
	Iteration 29Q: 3 clusters Score -548096.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -548099.062500 Penalty: 2826.691650
	Iteration 30Q: 3 clusters Score -548099.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -548101.437500 Penalty: 2826.691650
	Iteration 31Q: 3 clusters Score -548101.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -548103.562500 Penalty: 2826.691650
	Iteration 32Q: 3 clusters Score -548103.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -548105.687500 Penalty: 2826.691650
	Iteration 33Q: 3 clusters Score -548105.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -548107.875000 Penalty: 2826.691650
	Iteration 34Q: 3 clusters Score -548107.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -548110.375000 Penalty: 2826.691650
	Iteration 35Q: 3 clusters Score -548110.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -548114.187500 Penalty: 2826.691650
	Iteration 36Q: 3 clusters Score -548114.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -548118.562500 Penalty: 2826.691650
	Iteration 37Q: 3 clusters Score -548118.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -548125.687500 Penalty: 2826.691650
	Iteration 38Q: 3 clusters Score -548125.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -548137.437500 Penalty: 2826.691650
	Iteration 39Q: 3 clusters Score -548137.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -548142.250000 Penalty: 2826.691650
	Iteration 40F: 3 clusters Score -548142.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -548147.625000 Penalty: 2826.691650
	Iteration 41Q: 3 clusters Score -548147.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -548149.125000 Penalty: 2826.691650
	Iteration 42Q: 3 clusters Score -548149.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -548150.750000 Penalty: 2826.691650
	Iteration 43Q: 3 clusters Score -548150.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -548152.312500 Penalty: 2826.691650
	Iteration 44Q: 3 clusters Score -548152.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -548157.000000 Penalty: 2826.691650
	Iteration 45Q: 3 clusters Score -548157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -548159.437500 Penalty: 2826.691650
	Iteration 46Q: 3 clusters Score -548159.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -548163.062500 Penalty: 2826.691650
	Iteration 47Q: 3 clusters Score -548163.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -548165.000000 Penalty: 2826.691650
	Iteration 48Q: 3 clusters Score -548165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -548169.000000 Penalty: 2826.691650
	Iteration 49Q: 3 clusters Score -548169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -548172.312500 Penalty: 2826.691650
	Iteration 50Q: 3 clusters Score -548172.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -548175.062500 Penalty: 2826.691650
	Iteration 51Q: 3 clusters Score -548175.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -548177.125000 Penalty: 2826.691650
	Iteration 52Q: 3 clusters Score -548177.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -548178.500000 Penalty: 2826.691650
	Iteration 53Q: 3 clusters Score -548178.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -548179.312500 Penalty: 2826.691650
	Iteration 54Q: 3 clusters Score -548179.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -548178.937500 Penalty: 2826.691650
	Iteration 55Q: 3 clusters Score -548178.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -548178.500000 Penalty: 2826.691650
	Iteration 56Q: 3 clusters Score -548178.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -548178.125000 Penalty: 2826.691650
	Iteration 57Q: 3 clusters Score -548178.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -548179.437500 Penalty: 2826.691650
	Iteration 58Q: 3 clusters Score -548179.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -548181.375000 Penalty: 2826.691650
	Iteration 59Q: 3 clusters Score -548181.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -548181.750000 Penalty: 2826.691650
	Iteration 60F: 3 clusters Score -548181.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -548181.687500 Penalty: 2826.691650
	Iteration 61Q: 3 clusters Score -548181.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -548182.250000 Penalty: 2826.691650
	Iteration 62Q: 3 clusters Score -548182.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -548182.562500 Penalty: 2826.691650
	Iteration 63Q: 3 clusters Score -548182.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -548184.875000 Penalty: 2826.691650
	Iteration 64Q: 3 clusters Score -548184.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -548186.437500 Penalty: 2826.691650
	Iteration 65Q: 3 clusters Score -548186.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -548186.625000 Penalty: 2826.691650
	Iteration 66Q: 3 clusters Score -548186.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -548187.562500 Penalty: 2826.691650
	Iteration 67Q: 3 clusters Score -548187.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -548187.562500 Penalty: 2826.691650
	Iteration 68F: 3 clusters Score -548187.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Entering Unmasked Estep 
Score: -2093570.750000 Penalty: 1630.194946
	Iteration 0F: 2 clusters Score -2093571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -2078060.125000 Penalty: 3260.389893
	Iteration 0F: 3 clusters Score -2078060 nChanged 10314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2083863.750000 Penalty: 3260.389893
	Iteration 1F: 3 clusters Score -2083864 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2084283.875000 Penalty: 3260.389893
	Iteration 2F: 3 clusters Score -2084284 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2084718.875000 Penalty: 3260.389893
	Iteration 3Q: 3 clusters Score -2084719 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2085237.250000 Penalty: 3260.389893
	Iteration 4Q: 3 clusters Score -2085237 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2085880.125000 Penalty: 3260.389893
	Iteration 5Q: 3 clusters Score -2085880 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -2086603.750000 Penalty: 3260.389893
	Iteration 6F: 3 clusters Score -2086604 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -2087316.875000 Penalty: 3260.389893
	Iteration 7Q: 3 clusters Score -2087317 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -2087967.375000 Penalty: 3260.389893
	Iteration 8Q: 3 clusters Score -2087967 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -2088544.000000 Penalty: 3260.389893
	Iteration 9Q: 3 clusters Score -2088544 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2088982.125000 Penalty: 3260.389893
	Iteration 10Q: 3 clusters Score -2088982 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2089266.000000 Penalty: 3260.389893
	Iteration 11Q: 3 clusters Score -2089266 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2089422.750000 Penalty: 3260.389893
	Iteration 12Q: 3 clusters Score -2089423 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2089540.375000 Penalty: 3260.389893
	Iteration 13Q: 3 clusters Score -2089540 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -2089632.125000 Penalty: 3260.389893
	Iteration 14Q: 3 clusters Score -2089632 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2089719.000000 Penalty: 3260.389893
	Iteration 15Q: 3 clusters Score -2089719 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -2089809.625000 Penalty: 3260.389893
	Iteration 16Q: 3 clusters Score -2089810 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -2089907.250000 Penalty: 3260.389893
	Iteration 17Q: 3 clusters Score -2089907 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -2090019.500000 Penalty: 3260.389893
	Iteration 18Q: 3 clusters Score -2090020 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2090139.875000 Penalty: 3260.389893
	Iteration 19Q: 3 clusters Score -2090140 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -2090270.125000 Penalty: 3260.389893
	Iteration 20F: 3 clusters Score -2090270 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -2090398.250000 Penalty: 3260.389893
	Iteration 21Q: 3 clusters Score -2090398 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -2090542.625000 Penalty: 3260.389893
	Iteration 22Q: 3 clusters Score -2090543 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -2090718.125000 Penalty: 3260.389893
	Iteration 23Q: 3 clusters Score -2090718 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -2090891.750000 Penalty: 3260.389893
	Iteration 24Q: 3 clusters Score -2090892 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -2091075.375000 Penalty: 3260.389893
	Iteration 25Q: 3 clusters Score -2091075 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -2091251.375000 Penalty: 3260.389893
	Iteration 26Q: 3 clusters Score -2091251 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -2091436.500000 Penalty: 3260.389893
	Iteration 27Q: 3 clusters Score -2091436 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -2091573.250000 Penalty: 3260.389893
	Iteration 28Q: 3 clusters Score -2091573 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -2091662.750000 Penalty: 3260.389893
	Iteration 29Q: 3 clusters Score -2091663 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -2091755.000000 Penalty: 3260.389893
	Iteration 30Q: 3 clusters Score -2091755 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -2091852.500000 Penalty: 3260.389893
	Iteration 31Q: 3 clusters Score -2091852 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -2091930.625000 Penalty: 3260.389893
	Iteration 32Q: 3 clusters Score -2091931 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -2091994.625000 Penalty: 3260.389893
	Iteration 33Q: 3 clusters Score -2091995 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -2092037.625000 Penalty: 3260.389893
	Iteration 34Q: 3 clusters Score -2092038 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -2092064.625000 Penalty: 3260.389893
	Iteration 35Q: 3 clusters Score -2092065 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -2092090.250000 Penalty: 3260.389893
	Iteration 36Q: 3 clusters Score -2092090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -2092112.625000 Penalty: 3260.389893
	Iteration 37Q: 3 clusters Score -2092113 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -2092123.250000 Penalty: 3260.389893
	Iteration 38Q: 3 clusters Score -2092123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -2092126.875000 Penalty: 3260.389893
	Iteration 39Q: 3 clusters Score -2092127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -2092136.875000 Penalty: 3260.389893
	Iteration 40F: 3 clusters Score -2092137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -2092143.875000 Penalty: 3260.389893
	Iteration 41Q: 3 clusters Score -2092144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -2092150.250000 Penalty: 3260.389893
	Iteration 42Q: 3 clusters Score -2092150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -2092163.125000 Penalty: 3260.389893
	Iteration 43Q: 3 clusters Score -2092163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -2092173.750000 Penalty: 3260.389893
	Iteration 44Q: 3 clusters Score -2092174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -2092182.875000 Penalty: 3260.389893
	Iteration 45Q: 3 clusters Score -2092183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -2092185.750000 Penalty: 3260.389893
	Iteration 46Q: 3 clusters Score -2092186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -2092187.250000 Penalty: 3260.389893
	Iteration 47Q: 3 clusters Score -2092187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -2092190.500000 Penalty: 3260.389893
	Iteration 48Q: 3 clusters Score -2092190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -2092192.625000 Penalty: 3260.389893
	Iteration 49Q: 3 clusters Score -2092193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -2092198.375000 Penalty: 3260.389893
	Iteration 50Q: 3 clusters Score -2092198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -2092202.375000 Penalty: 3260.389893
	Iteration 51Q: 3 clusters Score -2092202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -2092203.000000 Penalty: 3260.389893
	Iteration 52Q: 3 clusters Score -2092203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -2092202.750000 Penalty: 3260.389893
	Iteration 53Q: 3 clusters Score -2092203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -2092202.750000 Penalty: 3260.389893
	Iteration 54F: 3 clusters Score -2092203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Entering Unmasked Estep 
Score: -717662.000000 Penalty: 1471.869019
	Iteration 0F: 2 clusters Score -717662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -711476.062500 Penalty: 2943.738037
	Iteration 0F: 3 clusters Score -711476.1 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -713506.125000 Penalty: 2943.738037
	Iteration 1F: 3 clusters Score -713506.1 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -713859.375000 Penalty: 2943.738037
	Iteration 2F: 3 clusters Score -713859.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -714152.062500 Penalty: 2943.738037
	Iteration 3F: 3 clusters Score -714152.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -714443.375000 Penalty: 2943.738037
	Iteration 4F: 3 clusters Score -714443.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -714744.875000 Penalty: 2943.738037
	Iteration 5F: 3 clusters Score -714744.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -715001.187500 Penalty: 2943.738037
	Iteration 6Q: 3 clusters Score -715001.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -715211.375000 Penalty: 2943.738037
	Iteration 7Q: 3 clusters Score -715211.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -715365.875000 Penalty: 2943.738037
	Iteration 8Q: 3 clusters Score -715365.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -715476.000000 Penalty: 2943.738037
	Iteration 9Q: 3 clusters Score -715476 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -715536.062500 Penalty: 2943.738037
	Iteration 10Q: 3 clusters Score -715536.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -715574.125000 Penalty: 2943.738037
	Iteration 11Q: 3 clusters Score -715574.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -715598.125000 Penalty: 2943.738037
	Iteration 12Q: 3 clusters Score -715598.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -715613.500000 Penalty: 2943.738037
	Iteration 13Q: 3 clusters Score -715613.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -715635.625000 Penalty: 2943.738037
	Iteration 14Q: 3 clusters Score -715635.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -715659.312500 Penalty: 2943.738037
	Iteration 15Q: 3 clusters Score -715659.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -715678.875000 Penalty: 2943.738037
	Iteration 16Q: 3 clusters Score -715678.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -715704.375000 Penalty: 2943.738037
	Iteration 17Q: 3 clusters Score -715704.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -715726.750000 Penalty: 2943.738037
	Iteration 18Q: 3 clusters Score -715726.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -715747.062500 Penalty: 2943.738037
	Iteration 19Q: 3 clusters Score -715747.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -715757.687500 Penalty: 2943.738037
	Iteration 20F: 3 clusters Score -715757.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -715768.562500 Penalty: 2943.738037
	Iteration 21Q: 3 clusters Score -715768.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -715779.812500 Penalty: 2943.738037
	Iteration 22Q: 3 clusters Score -715779.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -715785.812500 Penalty: 2943.738037
	Iteration 23Q: 3 clusters Score -715785.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -715797.625000 Penalty: 2943.738037
	Iteration 24Q: 3 clusters Score -715797.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -715808.250000 Penalty: 2943.738037
	Iteration 25Q: 3 clusters Score -715808.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -715816.187500 Penalty: 2943.738037
	Iteration 26Q: 3 clusters Score -715816.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -715825.187500 Penalty: 2943.738037
	Iteration 27Q: 3 clusters Score -715825.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -715830.375000 Penalty: 2943.738037
	Iteration 28Q: 3 clusters Score -715830.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -715836.375000 Penalty: 2943.738037
	Iteration 29Q: 3 clusters Score -715836.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -715839.312500 Penalty: 2943.738037
	Iteration 30Q: 3 clusters Score -715839.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -715844.937500 Penalty: 2943.738037
	Iteration 31Q: 3 clusters Score -715844.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -715848.625000 Penalty: 2943.738037
	Iteration 32Q: 3 clusters Score -715848.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -715853.375000 Penalty: 2943.738037
	Iteration 33Q: 3 clusters Score -715853.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -715856.000000 Penalty: 2943.738037
	Iteration 34Q: 3 clusters Score -715856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -715859.125000 Penalty: 2943.738037
	Iteration 35Q: 3 clusters Score -715859.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -715861.562500 Penalty: 2943.738037
	Iteration 36Q: 3 clusters Score -715861.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -715866.687500 Penalty: 2943.738037
	Iteration 37Q: 3 clusters Score -715866.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -715870.562500 Penalty: 2943.738037
	Iteration 38Q: 3 clusters Score -715870.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -715875.375000 Penalty: 2943.738037
	Iteration 39Q: 3 clusters Score -715875.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -715880.312500 Penalty: 2943.738037
	Iteration 40F: 3 clusters Score -715880.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -715884.875000 Penalty: 2943.738037
	Iteration 41Q: 3 clusters Score -715884.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -715890.000000 Penalty: 2943.738037
	Iteration 42Q: 3 clusters Score -715890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -715895.062500 Penalty: 2943.738037
	Iteration 43Q: 3 clusters Score -715895.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -715901.812500 Penalty: 2943.738037
	Iteration 44Q: 3 clusters Score -715901.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -715906.500000 Penalty: 2943.738037
	Iteration 45Q: 3 clusters Score -715906.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -715914.437500 Penalty: 2943.738037
	Iteration 46Q: 3 clusters Score -715914.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -715917.187500 Penalty: 2943.738037
	Iteration 47Q: 3 clusters Score -715917.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -715923.125000 Penalty: 2943.738037
	Iteration 48Q: 3 clusters Score -715923.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -715924.312500 Penalty: 2943.738037
	Iteration 49Q: 3 clusters Score -715924.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -715927.187500 Penalty: 2943.738037
	Iteration 50Q: 3 clusters Score -715927.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -715928.437500 Penalty: 2943.738037
	Iteration 51Q: 3 clusters Score -715928.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -715931.375000 Penalty: 2943.738037
	Iteration 52Q: 3 clusters Score -715931.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -715934.250000 Penalty: 2943.738037
	Iteration 53Q: 3 clusters Score -715934.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -715941.500000 Penalty: 2943.738037
	Iteration 54Q: 3 clusters Score -715941.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -715944.312500 Penalty: 2943.738037
	Iteration 55Q: 3 clusters Score -715944.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -715950.000000 Penalty: 2943.738037
	Iteration 56Q: 3 clusters Score -715950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -715955.375000 Penalty: 2943.738037
	Iteration 57Q: 3 clusters Score -715955.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -715965.125000 Penalty: 2943.738037
	Iteration 58Q: 3 clusters Score -715965.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -715976.625000 Penalty: 2943.738037
	Iteration 59Q: 3 clusters Score -715976.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -715993.062500 Penalty: 2943.738037
	Iteration 60F: 3 clusters Score -715993.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -716008.250000 Penalty: 2943.738037
	Iteration 61Q: 3 clusters Score -716008.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -716020.375000 Penalty: 2943.738037
	Iteration 62Q: 3 clusters Score -716020.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -716032.437500 Penalty: 2943.738037
	Iteration 63Q: 3 clusters Score -716032.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -716040.437500 Penalty: 2943.738037
	Iteration 64Q: 3 clusters Score -716040.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -716053.375000 Penalty: 2943.738037
	Iteration 65Q: 3 clusters Score -716053.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -716061.562500 Penalty: 2943.738037
	Iteration 66Q: 3 clusters Score -716061.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -716069.750000 Penalty: 2943.738037
	Iteration 67Q: 3 clusters Score -716069.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -716078.062500 Penalty: 2943.738037
	Iteration 68Q: 3 clusters Score -716078.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -716086.062500 Penalty: 2943.738037
	Iteration 69Q: 3 clusters Score -716086.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -716089.625000 Penalty: 2943.738037
	Iteration 70Q: 3 clusters Score -716089.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -716097.125000 Penalty: 2943.738037
	Iteration 71Q: 3 clusters Score -716097.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -716095.437500 Penalty: 2943.738037
	Iteration 72Q: 3 clusters Score -716095.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -716102.375000 Penalty: 2943.738037
	Iteration 73Q: 3 clusters Score -716102.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -716106.750000 Penalty: 2943.738037
	Iteration 74Q: 3 clusters Score -716106.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -716109.875000 Penalty: 2943.738037
	Iteration 75Q: 3 clusters Score -716109.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -716111.437500 Penalty: 2943.738037
	Iteration 76Q: 3 clusters Score -716111.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -716114.687500 Penalty: 2943.738037
	Iteration 77Q: 3 clusters Score -716114.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -716114.812500 Penalty: 2943.738037
	Iteration 78Q: 3 clusters Score -716114.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -716117.000000 Penalty: 2943.738037
	Iteration 79Q: 3 clusters Score -716117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -716118.625000 Penalty: 2943.738037
	Iteration 80F: 3 clusters Score -716118.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -716120.687500 Penalty: 2943.738037
	Iteration 81Q: 3 clusters Score -716120.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -716122.062500 Penalty: 2943.738037
	Iteration 82Q: 3 clusters Score -716122.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -716127.750000 Penalty: 2943.738037
	Iteration 83Q: 3 clusters Score -716127.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -716129.125000 Penalty: 2943.738037
	Iteration 84Q: 3 clusters Score -716129.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -716131.187500 Penalty: 2943.738037
	Iteration 85Q: 3 clusters Score -716131.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -716135.312500 Penalty: 2943.738037
	Iteration 86Q: 3 clusters Score -716135.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -716133.750000 Penalty: 2943.738037
	Iteration 87Q: 3 clusters Score -716133.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -716137.437500 Penalty: 2943.738037
	Iteration 88Q: 3 clusters Score -716137.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -716136.625000 Penalty: 2943.738037
	Iteration 89Q: 3 clusters Score -716136.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -716139.687500 Penalty: 2943.738037
	Iteration 90Q: 3 clusters Score -716139.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -716140.000000 Penalty: 2943.738037
	Iteration 91Q: 3 clusters Score -716140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -716141.437500 Penalty: 2943.738037
	Iteration 92Q: 3 clusters Score -716141.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -716140.812500 Penalty: 2943.738037
	Iteration 93Q: 3 clusters Score -716140.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -716140.812500 Penalty: 2943.738037
	Iteration 94F: 3 clusters Score -716140.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Entering Unmasked Estep 
Score: -1332117.625000 Penalty: 1561.448730
	Iteration 0F: 2 clusters Score -1332118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1321806.375000 Penalty: 3122.897461
	Iteration 0F: 3 clusters Score -1321806 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1325615.625000 Penalty: 3122.897461
	Iteration 1F: 3 clusters Score -1325616 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1325973.625000 Penalty: 3122.897461
	Iteration 2F: 3 clusters Score -1325974 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1326251.625000 Penalty: 3122.897461
	Iteration 3Q: 3 clusters Score -1326252 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1326535.250000 Penalty: 3122.897461
	Iteration 4Q: 3 clusters Score -1326535 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1326837.500000 Penalty: 3122.897461
	Iteration 5Q: 3 clusters Score -1326838 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1327157.500000 Penalty: 3122.897461
	Iteration 6Q: 3 clusters Score -1327158 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1327519.875000 Penalty: 3122.897461
	Iteration 7Q: 3 clusters Score -1327520 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1327857.125000 Penalty: 3122.897461
	Iteration 8Q: 3 clusters Score -1327857 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1328249.375000 Penalty: 3122.897461
	Iteration 9Q: 3 clusters Score -1328249 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1328701.500000 Penalty: 3122.897461
	Iteration 10Q: 3 clusters Score -1328702 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1329237.750000 Penalty: 3122.897461
	Iteration 11Q: 3 clusters Score -1329238 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1329923.250000 Penalty: 3122.897461
	Iteration 12Q: 3 clusters Score -1329923 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1330585.250000 Penalty: 3122.897461
	Iteration 13Q: 3 clusters Score -1330585 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1331057.875000 Penalty: 3122.897461
	Iteration 14Q: 3 clusters Score -1331058 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1331310.875000 Penalty: 3122.897461
	Iteration 15Q: 3 clusters Score -1331311 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1331458.125000 Penalty: 3122.897461
	Iteration 16Q: 3 clusters Score -1331458 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1331564.500000 Penalty: 3122.897461
	Iteration 17Q: 3 clusters Score -1331564 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1331649.875000 Penalty: 3122.897461
	Iteration 18Q: 3 clusters Score -1331650 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1331716.750000 Penalty: 3122.897461
	Iteration 19Q: 3 clusters Score -1331717 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1331770.250000 Penalty: 3122.897461
	Iteration 20F: 3 clusters Score -1331770 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1331813.875000 Penalty: 3122.897461
	Iteration 21Q: 3 clusters Score -1331814 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1331838.750000 Penalty: 3122.897461
	Iteration 22Q: 3 clusters Score -1331839 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1331856.125000 Penalty: 3122.897461
	Iteration 23Q: 3 clusters Score -1331856 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1331875.500000 Penalty: 3122.897461
	Iteration 24Q: 3 clusters Score -1331876 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1331886.500000 Penalty: 3122.897461
	Iteration 25Q: 3 clusters Score -1331886 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1331903.250000 Penalty: 3122.897461
	Iteration 26Q: 3 clusters Score -1331903 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1331906.625000 Penalty: 3122.897461
	Iteration 27Q: 3 clusters Score -1331907 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1331912.750000 Penalty: 3122.897461
	Iteration 28Q: 3 clusters Score -1331913 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1331917.750000 Penalty: 3122.897461
	Iteration 29Q: 3 clusters Score -1331918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1331926.250000 Penalty: 3122.897461
	Iteration 30Q: 3 clusters Score -1331926 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1331928.000000 Penalty: 3122.897461
	Iteration 31Q: 3 clusters Score -1331928 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1331935.375000 Penalty: 3122.897461
	Iteration 32Q: 3 clusters Score -1331935 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1331935.125000 Penalty: 3122.897461
	Iteration 33Q: 3 clusters Score -1331935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1331942.625000 Penalty: 3122.897461
	Iteration 34Q: 3 clusters Score -1331943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1331943.125000 Penalty: 3122.897461
	Iteration 35Q: 3 clusters Score -1331943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1331943.625000 Penalty: 3122.897461
	Iteration 36Q: 3 clusters Score -1331944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1331946.125000 Penalty: 3122.897461
	Iteration 37Q: 3 clusters Score -1331946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1331949.125000 Penalty: 3122.897461
	Iteration 38Q: 3 clusters Score -1331949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1331950.125000 Penalty: 3122.897461
	Iteration 39Q: 3 clusters Score -1331950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1331952.875000 Penalty: 3122.897461
	Iteration 40F: 3 clusters Score -1331953 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1331957.625000 Penalty: 3122.897461
	Iteration 41Q: 3 clusters Score -1331958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1331957.000000 Penalty: 3122.897461
	Iteration 42Q: 3 clusters Score -1331957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1331955.625000 Penalty: 3122.897461
	Iteration 43Q: 3 clusters Score -1331956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1331956.875000 Penalty: 3122.897461
	Iteration 44Q: 3 clusters Score -1331957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1331957.000000 Penalty: 3122.897461
	Iteration 45Q: 3 clusters Score -1331957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1331955.250000 Penalty: 3122.897461
	Iteration 46Q: 3 clusters Score -1331955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1331957.375000 Penalty: 3122.897461
	Iteration 47Q: 3 clusters Score -1331957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1331955.750000 Penalty: 3122.897461
	Iteration 48Q: 3 clusters Score -1331956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1331957.750000 Penalty: 3122.897461
	Iteration 49Q: 3 clusters Score -1331958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1331960.375000 Penalty: 3122.897461
	Iteration 50Q: 3 clusters Score -1331960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1331960.000000 Penalty: 3122.897461
	Iteration 51Q: 3 clusters Score -1331960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1331962.375000 Penalty: 3122.897461
	Iteration 52Q: 3 clusters Score -1331962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1331964.750000 Penalty: 3122.897461
	Iteration 53Q: 3 clusters Score -1331965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1331964.125000 Penalty: 3122.897461
	Iteration 54Q: 3 clusters Score -1331964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1331962.875000 Penalty: 3122.897461
	Iteration 55Q: 3 clusters Score -1331963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1331961.000000 Penalty: 3122.897461
	Iteration 56Q: 3 clusters Score -1331961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1331962.500000 Penalty: 3122.897461
	Iteration 57Q: 3 clusters Score -1331962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1331961.250000 Penalty: 3122.897461
	Iteration 58Q: 3 clusters Score -1331961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1331958.625000 Penalty: 3122.897461
	Iteration 59Q: 3 clusters Score -1331959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1331960.625000 Penalty: 3122.897461
	Iteration 60F: 3 clusters Score -1331961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1331959.750000 Penalty: 3122.897461
	Iteration 61Q: 3 clusters Score -1331960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1331961.250000 Penalty: 3122.897461
	Iteration 62Q: 3 clusters Score -1331961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1331961.125000 Penalty: 3122.897461
	Iteration 63Q: 3 clusters Score -1331961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1331961.125000 Penalty: 3122.897461
	Iteration 64F: 3 clusters Score -1331961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Entering Unmasked Estep 
Score: -1012353.625000 Penalty: 1510.550049
	Iteration 0F: 2 clusters Score -1012354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1004708.312500 Penalty: 3021.100098
	Iteration 0F: 3 clusters Score -1004708 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1007146.875000 Penalty: 3021.100098
	Iteration 1F: 3 clusters Score -1007147 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1007518.375000 Penalty: 3021.100098
	Iteration 2F: 3 clusters Score -1007518 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1007902.062500 Penalty: 3021.100098
	Iteration 3F: 3 clusters Score -1007902 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1008319.625000 Penalty: 3021.100098
	Iteration 4F: 3 clusters Score -1008320 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1008791.812500 Penalty: 3021.100098
	Iteration 5F: 3 clusters Score -1008792 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1009248.562500 Penalty: 3021.100098
	Iteration 6F: 3 clusters Score -1009249 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1009660.750000 Penalty: 3021.100098
	Iteration 7F: 3 clusters Score -1009661 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1009996.187500 Penalty: 3021.100098
	Iteration 8Q: 3 clusters Score -1009996 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1010235.937500 Penalty: 3021.100098
	Iteration 9Q: 3 clusters Score -1010236 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1010395.187500 Penalty: 3021.100098
	Iteration 10Q: 3 clusters Score -1010395 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1010528.812500 Penalty: 3021.100098
	Iteration 11Q: 3 clusters Score -1010529 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1010629.250000 Penalty: 3021.100098
	Iteration 12Q: 3 clusters Score -1010629 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1010725.437500 Penalty: 3021.100098
	Iteration 13Q: 3 clusters Score -1010725 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1010811.812500 Penalty: 3021.100098
	Iteration 14Q: 3 clusters Score -1010812 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1010880.125000 Penalty: 3021.100098
	Iteration 15Q: 3 clusters Score -1010880 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1010930.437500 Penalty: 3021.100098
	Iteration 16Q: 3 clusters Score -1010930 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1010978.687500 Penalty: 3021.100098
	Iteration 17Q: 3 clusters Score -1010979 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1011017.687500 Penalty: 3021.100098
	Iteration 18Q: 3 clusters Score -1011018 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1011041.750000 Penalty: 3021.100098
	Iteration 19Q: 3 clusters Score -1011042 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1011064.187500 Penalty: 3021.100098
	Iteration 20F: 3 clusters Score -1011064 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1011081.187500 Penalty: 3021.100098
	Iteration 21Q: 3 clusters Score -1011081 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1011098.625000 Penalty: 3021.100098
	Iteration 22Q: 3 clusters Score -1011099 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1011103.687500 Penalty: 3021.100098
	Iteration 23Q: 3 clusters Score -1011104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1011107.750000 Penalty: 3021.100098
	Iteration 24Q: 3 clusters Score -1011108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1011110.437500 Penalty: 3021.100098
	Iteration 25Q: 3 clusters Score -1011110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1011112.687500 Penalty: 3021.100098
	Iteration 26Q: 3 clusters Score -1011113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1011115.125000 Penalty: 3021.100098
	Iteration 27Q: 3 clusters Score -1011115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1011116.750000 Penalty: 3021.100098
	Iteration 28Q: 3 clusters Score -1011117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1011119.125000 Penalty: 3021.100098
	Iteration 29Q: 3 clusters Score -1011119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1011119.562500 Penalty: 3021.100098
	Iteration 30Q: 3 clusters Score -1011120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1011122.750000 Penalty: 3021.100098
	Iteration 31Q: 3 clusters Score -1011123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1011122.687500 Penalty: 3021.100098
	Iteration 32Q: 3 clusters Score -1011123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1011124.062500 Penalty: 3021.100098
	Iteration 33Q: 3 clusters Score -1011124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1011124.937500 Penalty: 3021.100098
	Iteration 34Q: 3 clusters Score -1011125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1011126.000000 Penalty: 3021.100098
	Iteration 35Q: 3 clusters Score -1011126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1011128.625000 Penalty: 3021.100098
	Iteration 36Q: 3 clusters Score -1011129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1011134.875000 Penalty: 3021.100098
	Iteration 37Q: 3 clusters Score -1011135 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1011145.500000 Penalty: 3021.100098
	Iteration 38Q: 3 clusters Score -1011146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1011150.750000 Penalty: 3021.100098
	Iteration 39Q: 3 clusters Score -1011151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1011153.000000 Penalty: 3021.100098
	Iteration 40F: 3 clusters Score -1011153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1011155.062500 Penalty: 3021.100098
	Iteration 41Q: 3 clusters Score -1011155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1011159.937500 Penalty: 3021.100098
	Iteration 42Q: 3 clusters Score -1011160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1011163.250000 Penalty: 3021.100098
	Iteration 43Q: 3 clusters Score -1011163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1011170.687500 Penalty: 3021.100098
	Iteration 44Q: 3 clusters Score -1011171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1011173.312500 Penalty: 3021.100098
	Iteration 45Q: 3 clusters Score -1011173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1011179.000000 Penalty: 3021.100098
	Iteration 46Q: 3 clusters Score -1011179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1011180.812500 Penalty: 3021.100098
	Iteration 47Q: 3 clusters Score -1011181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1011182.062500 Penalty: 3021.100098
	Iteration 48Q: 3 clusters Score -1011182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1011186.125000 Penalty: 3021.100098
	Iteration 49Q: 3 clusters Score -1011186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1011185.125000 Penalty: 3021.100098
	Iteration 50Q: 3 clusters Score -1011185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1011187.687500 Penalty: 3021.100098
	Iteration 51Q: 3 clusters Score -1011188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1011189.937500 Penalty: 3021.100098
	Iteration 52Q: 3 clusters Score -1011190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1011197.062500 Penalty: 3021.100098
	Iteration 53Q: 3 clusters Score -1011197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1011203.687500 Penalty: 3021.100098
	Iteration 54Q: 3 clusters Score -1011204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1011209.750000 Penalty: 3021.100098
	Iteration 55Q: 3 clusters Score -1011210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1011218.187500 Penalty: 3021.100098
	Iteration 56Q: 3 clusters Score -1011218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1011222.187500 Penalty: 3021.100098
	Iteration 57Q: 3 clusters Score -1011222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1011225.562500 Penalty: 3021.100098
	Iteration 58Q: 3 clusters Score -1011226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1011234.312500 Penalty: 3021.100098
	Iteration 59Q: 3 clusters Score -1011234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1011246.062500 Penalty: 3021.100098
	Iteration 60F: 3 clusters Score -1011246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1011252.437500 Penalty: 3021.100098
	Iteration 61Q: 3 clusters Score -1011252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1011256.750000 Penalty: 3021.100098
	Iteration 62Q: 3 clusters Score -1011257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1011260.500000 Penalty: 3021.100098
	Iteration 63Q: 3 clusters Score -1011260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1011263.062500 Penalty: 3021.100098
	Iteration 64Q: 3 clusters Score -1011263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1011264.687500 Penalty: 3021.100098
	Iteration 65Q: 3 clusters Score -1011265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1011265.125000 Penalty: 3021.100098
	Iteration 66Q: 3 clusters Score -1011265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1011268.062500 Penalty: 3021.100098
	Iteration 67Q: 3 clusters Score -1011268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1011273.000000 Penalty: 3021.100098
	Iteration 68Q: 3 clusters Score -1011273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1011276.250000 Penalty: 3021.100098
	Iteration 69Q: 3 clusters Score -1011276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1011281.500000 Penalty: 3021.100098
	Iteration 70Q: 3 clusters Score -1011282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1011284.500000 Penalty: 3021.100098
	Iteration 71Q: 3 clusters Score -1011284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1011288.937500 Penalty: 3021.100098
	Iteration 72Q: 3 clusters Score -1011289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1011292.625000 Penalty: 3021.100098
	Iteration 73Q: 3 clusters Score -1011293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1011292.750000 Penalty: 3021.100098
	Iteration 74Q: 3 clusters Score -1011293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1011294.562500 Penalty: 3021.100098
	Iteration 75Q: 3 clusters Score -1011295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1011296.125000 Penalty: 3021.100098
	Iteration 76Q: 3 clusters Score -1011296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1011298.000000 Penalty: 3021.100098
	Iteration 77Q: 3 clusters Score -1011298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1011299.500000 Penalty: 3021.100098
	Iteration 78Q: 3 clusters Score -1011300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1011299.875000 Penalty: 3021.100098
	Iteration 79Q: 3 clusters Score -1011300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1011301.500000 Penalty: 3021.100098
	Iteration 80F: 3 clusters Score -1011302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1011301.750000 Penalty: 3021.100098
	Iteration 81Q: 3 clusters Score -1011302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1011301.750000 Penalty: 3021.100098
	Iteration 82F: 3 clusters Score -1011302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Entering Unmasked Estep 
Score: -486968.343750 Penalty: 1398.702393
	Iteration 0F: 2 clusters Score -486968.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -482729.125000 Penalty: 2797.404785
	Iteration 0F: 3 clusters Score -482729.1 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -483879.656250 Penalty: 2797.404785
	Iteration 1F: 3 clusters Score -483879.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -484064.750000 Penalty: 2797.404785
	Iteration 2F: 3 clusters Score -484064.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -484177.968750 Penalty: 2797.404785
	Iteration 3Q: 3 clusters Score -484178 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -484289.125000 Penalty: 2797.404785
	Iteration 4Q: 3 clusters Score -484289.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -484410.093750 Penalty: 2797.404785
	Iteration 5Q: 3 clusters Score -484410.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -484515.312500 Penalty: 2797.404785
	Iteration 6Q: 3 clusters Score -484515.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -484617.125000 Penalty: 2797.404785
	Iteration 7Q: 3 clusters Score -484617.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -484726.437500 Penalty: 2797.404785
	Iteration 8Q: 3 clusters Score -484726.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -484872.718750 Penalty: 2797.404785
	Iteration 9Q: 3 clusters Score -484872.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -485015.781250 Penalty: 2797.404785
	Iteration 10Q: 3 clusters Score -485015.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -485150.875000 Penalty: 2797.404785
	Iteration 11Q: 3 clusters Score -485150.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -485278.125000 Penalty: 2797.404785
	Iteration 12Q: 3 clusters Score -485278.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -485403.593750 Penalty: 2797.404785
	Iteration 13Q: 3 clusters Score -485403.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -485502.468750 Penalty: 2797.404785
	Iteration 14Q: 3 clusters Score -485502.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -485592.531250 Penalty: 2797.404785
	Iteration 15Q: 3 clusters Score -485592.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -485669.781250 Penalty: 2797.404785
	Iteration 16Q: 3 clusters Score -485669.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -485704.343750 Penalty: 2797.404785
	Iteration 17Q: 3 clusters Score -485704.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -485726.656250 Penalty: 2797.404785
	Iteration 18Q: 3 clusters Score -485726.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -485753.093750 Penalty: 2797.404785
	Iteration 19Q: 3 clusters Score -485753.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -485774.968750 Penalty: 2797.404785
	Iteration 20F: 3 clusters Score -485775 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -485790.281250 Penalty: 2797.404785
	Iteration 21Q: 3 clusters Score -485790.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -485806.218750 Penalty: 2797.404785
	Iteration 22Q: 3 clusters Score -485806.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -485813.500000 Penalty: 2797.404785
	Iteration 23Q: 3 clusters Score -485813.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -485821.812500 Penalty: 2797.404785
	Iteration 24Q: 3 clusters Score -485821.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -485827.093750 Penalty: 2797.404785
	Iteration 25Q: 3 clusters Score -485827.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -485830.812500 Penalty: 2797.404785
	Iteration 26Q: 3 clusters Score -485830.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -485833.125000 Penalty: 2797.404785
	Iteration 27Q: 3 clusters Score -485833.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -485833.750000 Penalty: 2797.404785
	Iteration 28Q: 3 clusters Score -485833.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -485835.500000 Penalty: 2797.404785
	Iteration 29Q: 3 clusters Score -485835.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -485836.562500 Penalty: 2797.404785
	Iteration 30Q: 3 clusters Score -485836.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -485838.406250 Penalty: 2797.404785
	Iteration 31Q: 3 clusters Score -485838.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -485838.937500 Penalty: 2797.404785
	Iteration 32Q: 3 clusters Score -485838.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -485840.781250 Penalty: 2797.404785
	Iteration 33Q: 3 clusters Score -485840.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -485844.125000 Penalty: 2797.404785
	Iteration 34Q: 3 clusters Score -485844.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -485844.968750 Penalty: 2797.404785
	Iteration 35Q: 3 clusters Score -485845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -485846.875000 Penalty: 2797.404785
	Iteration 36Q: 3 clusters Score -485846.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -485848.906250 Penalty: 2797.404785
	Iteration 37Q: 3 clusters Score -485848.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -485848.906250 Penalty: 2797.404785
	Iteration 38F: 3 clusters Score -485848.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (128270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128270 members 
Entering Unmasked Estep 
Score: -11672705.000000 Penalty: 1911.307495
	Iteration 0F: 2 clusters Score -1.16727e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64247 members 
Mstep: Class 2 contains 64023 members 
Entering Unmasked Estep 
Score: -11586753.000000 Penalty: 3822.614990
	Iteration 0F: 3 clusters Score -1.158675e+07 nChanged 61572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67863 members 
Mstep: Class 2 contains 60407 members 
Entering Unmasked Estep 
Score: -11623485.000000 Penalty: 3822.614990
	Iteration 1F: 3 clusters Score -1.162348e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70650 members 
Mstep: Class 2 contains 57620 members 
Entering Unmasked Estep 
Score: -11625044.000000 Penalty: 3822.614990
	Iteration 2Q: 3 clusters Score -1.162504e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74853 members 
Mstep: Class 2 contains 53417 members 
Entering Unmasked Estep 
Score: -11627576.000000 Penalty: 3822.614990
	Iteration 3Q: 3 clusters Score -1.162758e+07 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80677 members 
Mstep: Class 2 contains 47593 members 
Entering Unmasked Estep 
Score: -11631772.000000 Penalty: 3822.614990
	Iteration 4F: 3 clusters Score -1.163177e+07 nChanged 8840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87943 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -11637008.000000 Penalty: 3822.614990
	Iteration 5F: 3 clusters Score -1.163701e+07 nChanged 9215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96082 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -11643236.000000 Penalty: 3822.614990
	Iteration 6F: 3 clusters Score -1.164324e+07 nChanged 8980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104454 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -11650034.000000 Penalty: 3822.614990
	Iteration 7F: 3 clusters Score -1.165003e+07 nChanged 7985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112265 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -11656568.000000 Penalty: 3822.614990
	Iteration 8F: 3 clusters Score -1.165657e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118860 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -11662306.000000 Penalty: 3822.614990
	Iteration 9F: 3 clusters Score -1.166231e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123560 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -11666681.000000 Penalty: 3822.614990
	Iteration 10Q: 3 clusters Score -1.166668e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126350 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -11669304.000000 Penalty: 3822.614990
	Iteration 11Q: 3 clusters Score -1.16693e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127544 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -11670461.000000 Penalty: 3822.614990
	Iteration 12Q: 3 clusters Score -1.167046e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127912 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -11670813.000000 Penalty: 3822.614990
	Iteration 13Q: 3 clusters Score -1.167081e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128009 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -11670939.000000 Penalty: 3822.614990
	Iteration 14Q: 3 clusters Score -1.167094e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128039 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -11670982.000000 Penalty: 3822.614990
	Iteration 15Q: 3 clusters Score -1.167098e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128045 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -11671003.000000 Penalty: 3822.614990
	Iteration 16Q: 3 clusters Score -1.1671e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128047 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -11671032.000000 Penalty: 3822.614990
	Iteration 17Q: 3 clusters Score -1.167103e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128055 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -11671043.000000 Penalty: 3822.614990
	Iteration 18Q: 3 clusters Score -1.167104e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128062 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -11671054.000000 Penalty: 3822.614990
	Iteration 19Q: 3 clusters Score -1.167105e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128063 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -11671060.000000 Penalty: 3822.614990
	Iteration 20F: 3 clusters Score -1.167106e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128064 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -11671072.000000 Penalty: 3822.614990
	Iteration 21Q: 3 clusters Score -1.167107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128062 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -11671077.000000 Penalty: 3822.614990
	Iteration 22Q: 3 clusters Score -1.167108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128062 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -11671077.000000 Penalty: 3822.614990
	Iteration 23F: 3 clusters Score -1.167108e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Entering Unmasked Estep 
Score: -1484172.500000 Penalty: 1594.650635
	Iteration 0F: 2 clusters Score -1484172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1471656.500000 Penalty: 3189.301270
	Iteration 0F: 3 clusters Score -1471656 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1476597.500000 Penalty: 3189.301270
	Iteration 1F: 3 clusters Score -1476598 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1477499.750000 Penalty: 3189.301270
	Iteration 2F: 3 clusters Score -1477500 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1478518.375000 Penalty: 3189.301270
	Iteration 3F: 3 clusters Score -1478518 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1479469.500000 Penalty: 3189.301270
	Iteration 4F: 3 clusters Score -1479470 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1480247.000000 Penalty: 3189.301270
	Iteration 5F: 3 clusters Score -1480247 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1480839.750000 Penalty: 3189.301270
	Iteration 6F: 3 clusters Score -1480840 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1481403.875000 Penalty: 3189.301270
	Iteration 7Q: 3 clusters Score -1481404 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1481898.750000 Penalty: 3189.301270
	Iteration 8Q: 3 clusters Score -1481899 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1482313.750000 Penalty: 3189.301270
	Iteration 9Q: 3 clusters Score -1482314 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1482684.875000 Penalty: 3189.301270
	Iteration 10Q: 3 clusters Score -1482685 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1483080.250000 Penalty: 3189.301270
	Iteration 11Q: 3 clusters Score -1483080 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1483401.250000 Penalty: 3189.301270
	Iteration 12Q: 3 clusters Score -1483401 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1483626.000000 Penalty: 3189.301270
	Iteration 13Q: 3 clusters Score -1483626 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1483786.750000 Penalty: 3189.301270
	Iteration 14Q: 3 clusters Score -1483787 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1483915.375000 Penalty: 3189.301270
	Iteration 15Q: 3 clusters Score -1483915 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1483992.875000 Penalty: 3189.301270
	Iteration 16Q: 3 clusters Score -1483993 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1484066.000000 Penalty: 3189.301270
	Iteration 17Q: 3 clusters Score -1484066 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1484121.625000 Penalty: 3189.301270
	Iteration 18Q: 3 clusters Score -1484122 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1484155.375000 Penalty: 3189.301270
	Iteration 19Q: 3 clusters Score -1484155 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1484187.375000 Penalty: 3189.301270
	Iteration 20F: 3 clusters Score -1484187 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1484204.625000 Penalty: 3189.301270
	Iteration 21Q: 3 clusters Score -1484205 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1484231.875000 Penalty: 3189.301270
	Iteration 22Q: 3 clusters Score -1484232 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1484253.125000 Penalty: 3189.301270
	Iteration 23Q: 3 clusters Score -1484253 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1484264.000000 Penalty: 3189.301270
	Iteration 24Q: 3 clusters Score -1484264 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1484282.375000 Penalty: 3189.301270
	Iteration 25Q: 3 clusters Score -1484282 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1484295.250000 Penalty: 3189.301270
	Iteration 26Q: 3 clusters Score -1484295 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1484302.125000 Penalty: 3189.301270
	Iteration 27Q: 3 clusters Score -1484302 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1484316.875000 Penalty: 3189.301270
	Iteration 28Q: 3 clusters Score -1484317 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1484324.125000 Penalty: 3189.301270
	Iteration 29Q: 3 clusters Score -1484324 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1484331.625000 Penalty: 3189.301270
	Iteration 30Q: 3 clusters Score -1484332 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1484342.500000 Penalty: 3189.301270
	Iteration 31Q: 3 clusters Score -1484342 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1484350.625000 Penalty: 3189.301270
	Iteration 32Q: 3 clusters Score -1484351 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1484366.250000 Penalty: 3189.301270
	Iteration 33Q: 3 clusters Score -1484366 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1484377.625000 Penalty: 3189.301270
	Iteration 34Q: 3 clusters Score -1484378 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1484391.250000 Penalty: 3189.301270
	Iteration 35Q: 3 clusters Score -1484391 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1484396.000000 Penalty: 3189.301270
	Iteration 36Q: 3 clusters Score -1484396 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1484409.375000 Penalty: 3189.301270
	Iteration 37Q: 3 clusters Score -1484409 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1484425.375000 Penalty: 3189.301270
	Iteration 38Q: 3 clusters Score -1484425 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1484441.875000 Penalty: 3189.301270
	Iteration 39Q: 3 clusters Score -1484442 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1484461.500000 Penalty: 3189.301270
	Iteration 40F: 3 clusters Score -1484462 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1484484.375000 Penalty: 3189.301270
	Iteration 41Q: 3 clusters Score -1484484 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1484501.375000 Penalty: 3189.301270
	Iteration 42Q: 3 clusters Score -1484501 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1484507.750000 Penalty: 3189.301270
	Iteration 43Q: 3 clusters Score -1484508 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1484523.125000 Penalty: 3189.301270
	Iteration 44Q: 3 clusters Score -1484523 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1484535.125000 Penalty: 3189.301270
	Iteration 45Q: 3 clusters Score -1484535 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1484552.500000 Penalty: 3189.301270
	Iteration 46Q: 3 clusters Score -1484552 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1484570.375000 Penalty: 3189.301270
	Iteration 47Q: 3 clusters Score -1484570 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1484576.500000 Penalty: 3189.301270
	Iteration 48Q: 3 clusters Score -1484576 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1484585.625000 Penalty: 3189.301270
	Iteration 49Q: 3 clusters Score -1484586 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1484592.625000 Penalty: 3189.301270
	Iteration 50Q: 3 clusters Score -1484593 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1484596.500000 Penalty: 3189.301270
	Iteration 51Q: 3 clusters Score -1484596 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1484609.750000 Penalty: 3189.301270
	Iteration 52Q: 3 clusters Score -1484610 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1484610.375000 Penalty: 3189.301270
	Iteration 53Q: 3 clusters Score -1484610 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1484615.750000 Penalty: 3189.301270
	Iteration 54Q: 3 clusters Score -1484616 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1484623.625000 Penalty: 3189.301270
	Iteration 55Q: 3 clusters Score -1484624 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1484638.250000 Penalty: 3189.301270
	Iteration 56Q: 3 clusters Score -1484638 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1484646.375000 Penalty: 3189.301270
	Iteration 57Q: 3 clusters Score -1484646 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1484644.375000 Penalty: 3189.301270
	Iteration 58Q: 3 clusters Score -1484644 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1484647.875000 Penalty: 3189.301270
	Iteration 59Q: 3 clusters Score -1484648 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1484647.500000 Penalty: 3189.301270
	Iteration 60F: 3 clusters Score -1484648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1484654.375000 Penalty: 3189.301270
	Iteration 61Q: 3 clusters Score -1484654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1484660.000000 Penalty: 3189.301270
	Iteration 62Q: 3 clusters Score -1484660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1484658.250000 Penalty: 3189.301270
	Iteration 63Q: 3 clusters Score -1484658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1484661.875000 Penalty: 3189.301270
	Iteration 64Q: 3 clusters Score -1484662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1484665.500000 Penalty: 3189.301270
	Iteration 65Q: 3 clusters Score -1484666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1484668.000000 Penalty: 3189.301270
	Iteration 66Q: 3 clusters Score -1484668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1484668.250000 Penalty: 3189.301270
	Iteration 67Q: 3 clusters Score -1484668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1484663.625000 Penalty: 3189.301270
	Iteration 68Q: 3 clusters Score -1484664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1484666.625000 Penalty: 3189.301270
	Iteration 69Q: 3 clusters Score -1484667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1484667.000000 Penalty: 3189.301270
	Iteration 70Q: 3 clusters Score -1484667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1484668.250000 Penalty: 3189.301270
	Iteration 71Q: 3 clusters Score -1484668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1484669.000000 Penalty: 3189.301270
	Iteration 72Q: 3 clusters Score -1484669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1484667.250000 Penalty: 3189.301270
	Iteration 73Q: 3 clusters Score -1484667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1484667.250000 Penalty: 3189.301270
	Iteration 74F: 3 clusters Score -1484667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 8208 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 5988 members 
Mstep: Class 5 contains 22742 members 
Mstep: Class 6 contains 8584 members 
Mstep: Class 7 contains 14897 members 
Mstep: Class 8 contains 10891 members 
Mstep: Class 9 contains 5472 members 
Mstep: Class 10 contains 128270 members 
Mstep: Class 11 contains 13536 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 116848 members 
Mstep: Class 16 contains 86143 members 
Mstep: Class 17 contains 124999 members 
Mstep: Class 18 contains 39558 members 
Mstep: Class 19 contains 3645 members 
Mstep: Class 20 contains 6509 members 
Mstep: Class 21 contains 9617 members 
Mstep: Class 22 contains 70460 members 
Mstep: Class 23 contains 8500 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42343 members 
Mstep: Class 26 contains 1418 members 
Mstep: Class 27 contains 4396 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27393 members 
Mstep: Class 30 contains 60004 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 1747 members 
Mstep: Class 33 contains 1674 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1542 members 
Mstep: Class 36 contains 7579 members 
Mstep: Class 37 contains 1346 members 
Mstep: Class 38 contains 10990 members 
Mstep: Class 39 contains 4471 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 4738 members 
Entering Unmasked Estep 
Score: -84442136.000000 Penalty: 91762.257812
Splitting cluster 11 changes total score from -84442272.000000 to -84442136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -46802.531250 Penalty: 1034.271973
	Iteration 0F: 2 clusters Score -46802.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -45690.269531 Penalty: 2068.543945
	Iteration 0F: 3 clusters Score -45690.27 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -45924.648438 Penalty: 2068.543945
	Iteration 1F: 3 clusters Score -45924.65 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46064.589844 Penalty: 2068.543945
	Iteration 2F: 3 clusters Score -46064.59 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -46227.156250 Penalty: 2068.543945
	Iteration 3F: 3 clusters Score -46227.16 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -46324.015625 Penalty: 2068.543945
	Iteration 4F: 3 clusters Score -46324.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46378.949219 Penalty: 2068.543945
	Iteration 5Q: 3 clusters Score -46378.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -46443.656250 Penalty: 2068.543945
	Iteration 6Q: 3 clusters Score -46443.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -46567.890625 Penalty: 2068.543945
	Iteration 7Q: 3 clusters Score -46567.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -46758.070312 Penalty: 2068.543945
	Iteration 8Q: 3 clusters Score -46758.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -46785.125000 Penalty: 2068.543945
	Iteration 9Q: 3 clusters Score -46785.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46793.449219 Penalty: 2068.543945
	Iteration 10Q: 3 clusters Score -46793.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -46800.484375 Penalty: 2068.543945
	Iteration 11Q: 3 clusters Score -46800.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -46800.484375 Penalty: 2068.543945
	Iteration 12F: 3 clusters Score -46800.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Entering Unmasked Estep 
Score: -136075.546875 Penalty: 1190.229614
	Iteration 0F: 2 clusters Score -136075.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -134295.015625 Penalty: 2380.459229
	Iteration 0F: 3 clusters Score -134295 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -134649.468750 Penalty: 2380.459229
	Iteration 1F: 3 clusters Score -134649.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -134726.906250 Penalty: 2380.459229
	Iteration 2F: 3 clusters Score -134726.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -134771.937500 Penalty: 2380.459229
	Iteration 3Q: 3 clusters Score -134771.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -134793.875000 Penalty: 2380.459229
	Iteration 4Q: 3 clusters Score -134793.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -134813.828125 Penalty: 2380.459229
	Iteration 5Q: 3 clusters Score -134813.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -134836.062500 Penalty: 2380.459229
	Iteration 6Q: 3 clusters Score -134836.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -134849.781250 Penalty: 2380.459229
	Iteration 7Q: 3 clusters Score -134849.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -134859.687500 Penalty: 2380.459229
	Iteration 8Q: 3 clusters Score -134859.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -134866.234375 Penalty: 2380.459229
	Iteration 9Q: 3 clusters Score -134866.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -134870.875000 Penalty: 2380.459229
	Iteration 10Q: 3 clusters Score -134870.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -134871.203125 Penalty: 2380.459229
	Iteration 11Q: 3 clusters Score -134871.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -134873.343750 Penalty: 2380.459229
	Iteration 12Q: 3 clusters Score -134873.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -134874.359375 Penalty: 2380.459229
	Iteration 13Q: 3 clusters Score -134874.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -134874.359375 Penalty: 2380.459229
	Iteration 14F: 3 clusters Score -134874.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Entering Unmasked Estep 
Score: -278530.250000 Penalty: 1312.786865
	Iteration 0F: 2 clusters Score -278530.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -275680.906250 Penalty: 2625.573730
	Iteration 0F: 3 clusters Score -275680.9 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -276312.125000 Penalty: 2625.573730
	Iteration 1F: 3 clusters Score -276312.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -276435.531250 Penalty: 2625.573730
	Iteration 2F: 3 clusters Score -276435.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -276528.218750 Penalty: 2625.573730
	Iteration 3Q: 3 clusters Score -276528.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -276609.625000 Penalty: 2625.573730
	Iteration 4Q: 3 clusters Score -276609.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -276687.687500 Penalty: 2625.573730
	Iteration 5Q: 3 clusters Score -276687.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -276763.375000 Penalty: 2625.573730
	Iteration 6Q: 3 clusters Score -276763.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -276868.187500 Penalty: 2625.573730
	Iteration 7Q: 3 clusters Score -276868.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -276960.468750 Penalty: 2625.573730
	Iteration 8Q: 3 clusters Score -276960.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -277045.500000 Penalty: 2625.573730
	Iteration 9Q: 3 clusters Score -277045.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -277116.781250 Penalty: 2625.573730
	Iteration 10Q: 3 clusters Score -277116.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -277194.562500 Penalty: 2625.573730
	Iteration 11Q: 3 clusters Score -277194.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -277245.593750 Penalty: 2625.573730
	Iteration 12Q: 3 clusters Score -277245.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -277278.812500 Penalty: 2625.573730
	Iteration 13Q: 3 clusters Score -277278.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -277303.906250 Penalty: 2625.573730
	Iteration 14Q: 3 clusters Score -277303.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -277325.531250 Penalty: 2625.573730
	Iteration 15Q: 3 clusters Score -277325.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -277361.968750 Penalty: 2625.573730
	Iteration 16Q: 3 clusters Score -277362 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -277402.750000 Penalty: 2625.573730
	Iteration 17Q: 3 clusters Score -277402.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -277442.031250 Penalty: 2625.573730
	Iteration 18Q: 3 clusters Score -277442 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -277472.562500 Penalty: 2625.573730
	Iteration 19Q: 3 clusters Score -277472.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -277500.312500 Penalty: 2625.573730
	Iteration 20F: 3 clusters Score -277500.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -277522.562500 Penalty: 2625.573730
	Iteration 21Q: 3 clusters Score -277522.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -277532.562500 Penalty: 2625.573730
	Iteration 22Q: 3 clusters Score -277532.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -277542.687500 Penalty: 2625.573730
	Iteration 23Q: 3 clusters Score -277542.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -277549.625000 Penalty: 2625.573730
	Iteration 24Q: 3 clusters Score -277549.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -277553.093750 Penalty: 2625.573730
	Iteration 25Q: 3 clusters Score -277553.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -277554.937500 Penalty: 2625.573730
	Iteration 26Q: 3 clusters Score -277554.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -277556.437500 Penalty: 2625.573730
	Iteration 27Q: 3 clusters Score -277556.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -277557.843750 Penalty: 2625.573730
	Iteration 28Q: 3 clusters Score -277557.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -277559.562500 Penalty: 2625.573730
	Iteration 29Q: 3 clusters Score -277559.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -277561.375000 Penalty: 2625.573730
	Iteration 30Q: 3 clusters Score -277561.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -277562.218750 Penalty: 2625.573730
	Iteration 31Q: 3 clusters Score -277562.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -277562.218750 Penalty: 2625.573730
	Iteration 32F: 3 clusters Score -277562.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (116848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116848 members 
Entering Unmasked Estep 
Score: -10742878.000000 Penalty: 1896.152344
	Iteration 0F: 2 clusters Score -1.074288e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58440 members 
Mstep: Class 2 contains 58408 members 
Entering Unmasked Estep 
Score: -10664229.000000 Penalty: 3792.304688
	Iteration 0F: 3 clusters Score -1.066423e+07 nChanged 56459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60189 members 
Mstep: Class 2 contains 56659 members 
Entering Unmasked Estep 
Score: -10696804.000000 Penalty: 3792.304688
	Iteration 1F: 3 clusters Score -1.06968e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61272 members 
Mstep: Class 2 contains 55576 members 
Entering Unmasked Estep 
Score: -10697442.000000 Penalty: 3792.304688
	Iteration 2Q: 3 clusters Score -1.069744e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62930 members 
Mstep: Class 2 contains 53918 members 
Entering Unmasked Estep 
Score: -10698289.000000 Penalty: 3792.304688
	Iteration 3Q: 3 clusters Score -1.069829e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65586 members 
Mstep: Class 2 contains 51262 members 
Entering Unmasked Estep 
Score: -10699623.000000 Penalty: 3792.304688
	Iteration 4Q: 3 clusters Score -1.069962e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69639 members 
Mstep: Class 2 contains 47209 members 
Entering Unmasked Estep 
Score: -10701890.000000 Penalty: 3792.304688
	Iteration 5Q: 3 clusters Score -1.070189e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75592 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -10705660.000000 Penalty: 3792.304688
	Iteration 6F: 3 clusters Score -1.070566e+07 nChanged 8233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83283 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -10711601.000000 Penalty: 3792.304688
	Iteration 7F: 3 clusters Score -1.07116e+07 nChanged 9172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92143 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -10719413.000000 Penalty: 3792.304688
	Iteration 8F: 3 clusters Score -1.071941e+07 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100528 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -10727268.000000 Penalty: 3792.304688
	Iteration 9F: 3 clusters Score -1.072727e+07 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107122 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -10733164.000000 Penalty: 3792.304688
	Iteration 10F: 3 clusters Score -1.073316e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111484 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -10737086.000000 Penalty: 3792.304688
	Iteration 11Q: 3 clusters Score -1.073709e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114120 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -10739244.000000 Penalty: 3792.304688
	Iteration 12Q: 3 clusters Score -1.073924e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115491 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -10740296.000000 Penalty: 3792.304688
	Iteration 13Q: 3 clusters Score -1.07403e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116076 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -10740796.000000 Penalty: 3792.304688
	Iteration 14Q: 3 clusters Score -1.07408e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116304 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -10740982.000000 Penalty: 3792.304688
	Iteration 15Q: 3 clusters Score -1.074098e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116406 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -10741074.000000 Penalty: 3792.304688
	Iteration 16Q: 3 clusters Score -1.074107e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116463 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -10741132.000000 Penalty: 3792.304688
	Iteration 17Q: 3 clusters Score -1.074113e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116492 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -10741146.000000 Penalty: 3792.304688
	Iteration 18Q: 3 clusters Score -1.074115e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116503 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -10741165.000000 Penalty: 3792.304688
	Iteration 19Q: 3 clusters Score -1.074116e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116516 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -10741191.000000 Penalty: 3792.304688
	Iteration 20F: 3 clusters Score -1.074119e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116521 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -10741203.000000 Penalty: 3792.304688
	Iteration 21Q: 3 clusters Score -1.07412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116527 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -10741204.000000 Penalty: 3792.304688
	Iteration 22Q: 3 clusters Score -1.07412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116529 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -10741207.000000 Penalty: 3792.304688
	Iteration 23Q: 3 clusters Score -1.074121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116530 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -10741214.000000 Penalty: 3792.304688
	Iteration 24Q: 3 clusters Score -1.074121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116533 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -10741206.000000 Penalty: 3792.304688
	Iteration 25Q: 3 clusters Score -1.074121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116535 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -10741210.000000 Penalty: 3792.304688
	Iteration 26Q: 3 clusters Score -1.074121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116536 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -10741214.000000 Penalty: 3792.304688
	Iteration 27Q: 3 clusters Score -1.074121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116536 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -10741220.000000 Penalty: 3792.304688
	Iteration 28Q: 3 clusters Score -1.074122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116536 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -10741228.000000 Penalty: 3792.304688
	Iteration 29Q: 3 clusters Score -1.074123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116538 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -10741235.000000 Penalty: 3792.304688
	Iteration 30Q: 3 clusters Score -1.074124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116536 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -10741231.000000 Penalty: 3792.304688
	Iteration 31Q: 3 clusters Score -1.074123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116536 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -10741231.000000 Penalty: 3792.304688
	Iteration 32F: 3 clusters Score -1.074123e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (86143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86143 members 
Entering Unmasked Estep 
Score: -7944888.000000 Penalty: 1846.611572
	Iteration 0F: 2 clusters Score -7944888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -7887303.500000 Penalty: 3693.223145
	Iteration 0F: 3 clusters Score -7887304 nChanged 41217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46613 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -7911101.500000 Penalty: 3693.223145
	Iteration 1F: 3 clusters Score -7911102 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -7912223.000000 Penalty: 3693.223145
	Iteration 2Q: 3 clusters Score -7912223 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51668 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -7913945.000000 Penalty: 3693.223145
	Iteration 3Q: 3 clusters Score -7913945 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55975 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -7916813.000000 Penalty: 3693.223145
	Iteration 4F: 3 clusters Score -7916813 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61655 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -7921341.500000 Penalty: 3693.223145
	Iteration 5F: 3 clusters Score -7921342 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68180 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -7927381.500000 Penalty: 3693.223145
	Iteration 6F: 3 clusters Score -7927382 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74168 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -7933085.000000 Penalty: 3693.223145
	Iteration 7F: 3 clusters Score -7933085 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78576 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -7937393.500000 Penalty: 3693.223145
	Iteration 8F: 3 clusters Score -7937394 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81190 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -7940091.000000 Penalty: 3693.223145
	Iteration 9Q: 3 clusters Score -7940091 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82428 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -7941573.500000 Penalty: 3693.223145
	Iteration 10Q: 3 clusters Score -7941574 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83014 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -7942298.000000 Penalty: 3693.223145
	Iteration 11Q: 3 clusters Score -7942298 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83378 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -7942693.500000 Penalty: 3693.223145
	Iteration 12Q: 3 clusters Score -7942694 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83666 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -7942985.000000 Penalty: 3693.223145
	Iteration 13Q: 3 clusters Score -7942985 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83878 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -7943157.500000 Penalty: 3693.223145
	Iteration 14Q: 3 clusters Score -7943158 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84018 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -7943219.000000 Penalty: 3693.223145
	Iteration 15Q: 3 clusters Score -7943219 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84122 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -7943232.500000 Penalty: 3693.223145
	Iteration 16Q: 3 clusters Score -7943232 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84208 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -7943280.500000 Penalty: 3693.223145
	Iteration 17Q: 3 clusters Score -7943280 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84281 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -7943300.000000 Penalty: 3693.223145
	Iteration 18Q: 3 clusters Score -7943300 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84361 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -7943331.000000 Penalty: 3693.223145
	Iteration 19Q: 3 clusters Score -7943331 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84416 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -7943350.000000 Penalty: 3693.223145
	Iteration 20F: 3 clusters Score -7943350 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84471 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -7943364.500000 Penalty: 3693.223145
	Iteration 21Q: 3 clusters Score -7943364 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84509 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -7943365.500000 Penalty: 3693.223145
	Iteration 22Q: 3 clusters Score -7943366 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84540 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -7943377.000000 Penalty: 3693.223145
	Iteration 23Q: 3 clusters Score -7943377 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84575 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -7943377.500000 Penalty: 3693.223145
	Iteration 24Q: 3 clusters Score -7943378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84598 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -7943389.000000 Penalty: 3693.223145
	Iteration 25Q: 3 clusters Score -7943389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84615 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -7943395.500000 Penalty: 3693.223145
	Iteration 26Q: 3 clusters Score -7943396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84627 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -7943399.500000 Penalty: 3693.223145
	Iteration 27Q: 3 clusters Score -7943400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84633 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -7943398.000000 Penalty: 3693.223145
	Iteration 28Q: 3 clusters Score -7943398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84636 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -7943401.000000 Penalty: 3693.223145
	Iteration 29Q: 3 clusters Score -7943401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84641 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -7943400.500000 Penalty: 3693.223145
	Iteration 30Q: 3 clusters Score -7943400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84645 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -7943399.000000 Penalty: 3693.223145
	Iteration 31Q: 3 clusters Score -7943399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84651 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -7943402.500000 Penalty: 3693.223145
	Iteration 32Q: 3 clusters Score -7943402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84660 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -7943406.500000 Penalty: 3693.223145
	Iteration 33Q: 3 clusters Score -7943406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84662 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -7943404.000000 Penalty: 3693.223145
	Iteration 34Q: 3 clusters Score -7943404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84665 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -7943406.000000 Penalty: 3693.223145
	Iteration 35Q: 3 clusters Score -7943406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84670 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -7943401.000000 Penalty: 3693.223145
	Iteration 36Q: 3 clusters Score -7943401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84675 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -7943399.500000 Penalty: 3693.223145
	Iteration 37Q: 3 clusters Score -7943400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84674 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -7943400.500000 Penalty: 3693.223145
	Iteration 38Q: 3 clusters Score -7943400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84674 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -7943400.500000 Penalty: 3693.223145
	Iteration 39F: 3 clusters Score -7943400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (124999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124999 members 
Entering Unmasked Estep 
Score: -11853456.000000 Penalty: 1907.109985
	Iteration 0F: 2 clusters Score -1.185346e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62519 members 
Mstep: Class 2 contains 62480 members 
Entering Unmasked Estep 
Score: -11769999.000000 Penalty: 3814.219971
	Iteration 0F: 3 clusters Score -1.177e+07 nChanged 60005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62572 members 
Mstep: Class 2 contains 62427 members 
Entering Unmasked Estep 
Score: -11804780.000000 Penalty: 3814.219971
	Iteration 1F: 3 clusters Score -1.180478e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62318 members 
Mstep: Class 2 contains 62681 members 
Entering Unmasked Estep 
Score: -11805660.000000 Penalty: 3814.219971
	Iteration 2Q: 3 clusters Score -1.180566e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61859 members 
Mstep: Class 2 contains 63140 members 
Entering Unmasked Estep 
Score: -11807089.000000 Penalty: 3814.219971
	Iteration 3Q: 3 clusters Score -1.180709e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61285 members 
Mstep: Class 2 contains 63714 members 
Entering Unmasked Estep 
Score: -11808923.000000 Penalty: 3814.219971
	Iteration 4Q: 3 clusters Score -1.180892e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60424 members 
Mstep: Class 2 contains 64575 members 
Entering Unmasked Estep 
Score: -11811275.000000 Penalty: 3814.219971
	Iteration 5Q: 3 clusters Score -1.181128e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59357 members 
Mstep: Class 2 contains 65642 members 
Entering Unmasked Estep 
Score: -11814235.000000 Penalty: 3814.219971
	Iteration 6F: 3 clusters Score -1.181424e+07 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58228 members 
Mstep: Class 2 contains 66771 members 
Entering Unmasked Estep 
Score: -11817809.000000 Penalty: 3814.219971
	Iteration 7F: 3 clusters Score -1.181781e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57195 members 
Mstep: Class 2 contains 67804 members 
Entering Unmasked Estep 
Score: -11821476.000000 Penalty: 3814.219971
	Iteration 8F: 3 clusters Score -1.182148e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56407 members 
Mstep: Class 2 contains 68592 members 
Entering Unmasked Estep 
Score: -11825235.000000 Penalty: 3814.219971
	Iteration 9F: 3 clusters Score -1.182524e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55942 members 
Mstep: Class 2 contains 69057 members 
Entering Unmasked Estep 
Score: -11828394.000000 Penalty: 3814.219971
	Iteration 10Q: 3 clusters Score -1.182839e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55594 members 
Mstep: Class 2 contains 69405 members 
Entering Unmasked Estep 
Score: -11830874.000000 Penalty: 3814.219971
	Iteration 11Q: 3 clusters Score -1.183087e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55108 members 
Mstep: Class 2 contains 69891 members 
Entering Unmasked Estep 
Score: -11832445.000000 Penalty: 3814.219971
	Iteration 12Q: 3 clusters Score -1.183244e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54528 members 
Mstep: Class 2 contains 70471 members 
Entering Unmasked Estep 
Score: -11833790.000000 Penalty: 3814.219971
	Iteration 13Q: 3 clusters Score -1.183379e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53824 members 
Mstep: Class 2 contains 71175 members 
Entering Unmasked Estep 
Score: -11834942.000000 Penalty: 3814.219971
	Iteration 14Q: 3 clusters Score -1.183494e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53076 members 
Mstep: Class 2 contains 71923 members 
Entering Unmasked Estep 
Score: -11836195.000000 Penalty: 3814.219971
	Iteration 15Q: 3 clusters Score -1.18362e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52273 members 
Mstep: Class 2 contains 72726 members 
Entering Unmasked Estep 
Score: -11837556.000000 Penalty: 3814.219971
	Iteration 16Q: 3 clusters Score -1.183756e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51420 members 
Mstep: Class 2 contains 73579 members 
Entering Unmasked Estep 
Score: -11838918.000000 Penalty: 3814.219971
	Iteration 17Q: 3 clusters Score -1.183892e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50517 members 
Mstep: Class 2 contains 74482 members 
Entering Unmasked Estep 
Score: -11840175.000000 Penalty: 3814.219971
	Iteration 18Q: 3 clusters Score -1.184018e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49400 members 
Mstep: Class 2 contains 75599 members 
Entering Unmasked Estep 
Score: -11841559.000000 Penalty: 3814.219971
	Iteration 19Q: 3 clusters Score -1.184156e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 77002 members 
Entering Unmasked Estep 
Score: -11842712.000000 Penalty: 3814.219971
	Iteration 20F: 3 clusters Score -1.184271e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46493 members 
Mstep: Class 2 contains 78506 members 
Entering Unmasked Estep 
Score: -11843906.000000 Penalty: 3814.219971
	Iteration 21Q: 3 clusters Score -1.184391e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 80039 members 
Entering Unmasked Estep 
Score: -11844963.000000 Penalty: 3814.219971
	Iteration 22Q: 3 clusters Score -1.184496e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43353 members 
Mstep: Class 2 contains 81646 members 
Entering Unmasked Estep 
Score: -11845931.000000 Penalty: 3814.219971
	Iteration 23Q: 3 clusters Score -1.184593e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41817 members 
Mstep: Class 2 contains 83182 members 
Entering Unmasked Estep 
Score: -11846843.000000 Penalty: 3814.219971
	Iteration 24Q: 3 clusters Score -1.184684e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 84657 members 
Entering Unmasked Estep 
Score: -11847696.000000 Penalty: 3814.219971
	Iteration 25Q: 3 clusters Score -1.18477e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 86076 members 
Entering Unmasked Estep 
Score: -11848338.000000 Penalty: 3814.219971
	Iteration 26Q: 3 clusters Score -1.184834e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 87400 members 
Entering Unmasked Estep 
Score: -11848950.000000 Penalty: 3814.219971
	Iteration 27Q: 3 clusters Score -1.184895e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 88580 members 
Entering Unmasked Estep 
Score: -11849390.000000 Penalty: 3814.219971
	Iteration 28Q: 3 clusters Score -1.184939e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 89610 members 
Entering Unmasked Estep 
Score: -11849713.000000 Penalty: 3814.219971
	Iteration 29Q: 3 clusters Score -1.184971e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 90527 members 
Entering Unmasked Estep 
Score: -11849970.000000 Penalty: 3814.219971
	Iteration 30Q: 3 clusters Score -1.184997e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 91310 members 
Entering Unmasked Estep 
Score: -11850126.000000 Penalty: 3814.219971
	Iteration 31Q: 3 clusters Score -1.185013e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 91935 members 
Entering Unmasked Estep 
Score: -11850235.000000 Penalty: 3814.219971
	Iteration 32Q: 3 clusters Score -1.185024e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 92463 members 
Entering Unmasked Estep 
Score: -11850316.000000 Penalty: 3814.219971
	Iteration 33Q: 3 clusters Score -1.185032e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 92910 members 
Entering Unmasked Estep 
Score: -11850383.000000 Penalty: 3814.219971
	Iteration 34Q: 3 clusters Score -1.185038e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 93296 members 
Entering Unmasked Estep 
Score: -11850422.000000 Penalty: 3814.219971
	Iteration 35Q: 3 clusters Score -1.185042e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 93645 members 
Entering Unmasked Estep 
Score: -11850446.000000 Penalty: 3814.219971
	Iteration 36Q: 3 clusters Score -1.185045e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 93974 members 
Entering Unmasked Estep 
Score: -11850461.000000 Penalty: 3814.219971
	Iteration 37Q: 3 clusters Score -1.185046e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 94300 members 
Entering Unmasked Estep 
Score: -11850472.000000 Penalty: 3814.219971
	Iteration 38Q: 3 clusters Score -1.185047e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 94613 members 
Entering Unmasked Estep 
Score: -11850498.000000 Penalty: 3814.219971
	Iteration 39Q: 3 clusters Score -1.18505e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 94873 members 
Entering Unmasked Estep 
Score: -11850526.000000 Penalty: 3814.219971
	Iteration 40F: 3 clusters Score -1.185053e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 95123 members 
Entering Unmasked Estep 
Score: -11850522.000000 Penalty: 3814.219971
	Iteration 41Q: 3 clusters Score -1.185052e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 95332 members 
Entering Unmasked Estep 
Score: -11850552.000000 Penalty: 3814.219971
	Iteration 42Q: 3 clusters Score -1.185055e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 95503 members 
Entering Unmasked Estep 
Score: -11850574.000000 Penalty: 3814.219971
	Iteration 43Q: 3 clusters Score -1.185057e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 95641 members 
Entering Unmasked Estep 
Score: -11850550.000000 Penalty: 3814.219971
	Iteration 44Q: 3 clusters Score -1.185055e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 95767 members 
Entering Unmasked Estep 
Score: -11850552.000000 Penalty: 3814.219971
	Iteration 45Q: 3 clusters Score -1.185055e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 95888 members 
Entering Unmasked Estep 
Score: -11850568.000000 Penalty: 3814.219971
	Iteration 46Q: 3 clusters Score -1.185057e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 95994 members 
Entering Unmasked Estep 
Score: -11850568.000000 Penalty: 3814.219971
	Iteration 47Q: 3 clusters Score -1.185057e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 96072 members 
Entering Unmasked Estep 
Score: -11850581.000000 Penalty: 3814.219971
	Iteration 48Q: 3 clusters Score -1.185058e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 96149 members 
Entering Unmasked Estep 
Score: -11850575.000000 Penalty: 3814.219971
	Iteration 49Q: 3 clusters Score -1.185058e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 96213 members 
Entering Unmasked Estep 
Score: -11850569.000000 Penalty: 3814.219971
	Iteration 50Q: 3 clusters Score -1.185057e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 96281 members 
Entering Unmasked Estep 
Score: -11850549.000000 Penalty: 3814.219971
	Iteration 51Q: 3 clusters Score -1.185055e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 96354 members 
Entering Unmasked Estep 
Score: -11850573.000000 Penalty: 3814.219971
	Iteration 52Q: 3 clusters Score -1.185057e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 96429 members 
Entering Unmasked Estep 
Score: -11850575.000000 Penalty: 3814.219971
	Iteration 53Q: 3 clusters Score -1.185058e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 96500 members 
Entering Unmasked Estep 
Score: -11850577.000000 Penalty: 3814.219971
	Iteration 54Q: 3 clusters Score -1.185058e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 96566 members 
Entering Unmasked Estep 
Score: -11850596.000000 Penalty: 3814.219971
	Iteration 55Q: 3 clusters Score -1.18506e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 96626 members 
Entering Unmasked Estep 
Score: -11850567.000000 Penalty: 3814.219971
	Iteration 56Q: 3 clusters Score -1.185057e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 96671 members 
Entering Unmasked Estep 
Score: -11850560.000000 Penalty: 3814.219971
	Iteration 57Q: 3 clusters Score -1.185056e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 96714 members 
Entering Unmasked Estep 
Score: -11850569.000000 Penalty: 3814.219971
	Iteration 58Q: 3 clusters Score -1.185057e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 96753 members 
Entering Unmasked Estep 
Score: -11850557.000000 Penalty: 3814.219971
	Iteration 59Q: 3 clusters Score -1.185056e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 96794 members 
Entering Unmasked Estep 
Score: -11850568.000000 Penalty: 3814.219971
	Iteration 60F: 3 clusters Score -1.185057e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 96834 members 
Entering Unmasked Estep 
Score: -11850567.000000 Penalty: 3814.219971
	Iteration 61Q: 3 clusters Score -1.185057e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 96875 members 
Entering Unmasked Estep 
Score: -11850587.000000 Penalty: 3814.219971
	Iteration 62Q: 3 clusters Score -1.185059e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 96906 members 
Entering Unmasked Estep 
Score: -11850587.000000 Penalty: 3814.219971
	Iteration 63Q: 3 clusters Score -1.185059e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 96942 members 
Entering Unmasked Estep 
Score: -11850582.000000 Penalty: 3814.219971
	Iteration 64Q: 3 clusters Score -1.185058e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 96971 members 
Entering Unmasked Estep 
Score: -11850583.000000 Penalty: 3814.219971
	Iteration 65Q: 3 clusters Score -1.185058e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 96998 members 
Entering Unmasked Estep 
Score: -11850580.000000 Penalty: 3814.219971
	Iteration 66Q: 3 clusters Score -1.185058e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 97021 members 
Entering Unmasked Estep 
Score: -11850577.000000 Penalty: 3814.219971
	Iteration 67Q: 3 clusters Score -1.185058e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 97041 members 
Entering Unmasked Estep 
Score: -11850584.000000 Penalty: 3814.219971
	Iteration 68Q: 3 clusters Score -1.185058e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 97068 members 
Entering Unmasked Estep 
Score: -11850574.000000 Penalty: 3814.219971
	Iteration 69Q: 3 clusters Score -1.185057e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 97093 members 
Entering Unmasked Estep 
Score: -11850589.000000 Penalty: 3814.219971
	Iteration 70Q: 3 clusters Score -1.185059e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 97106 members 
Entering Unmasked Estep 
Score: -11850604.000000 Penalty: 3814.219971
	Iteration 71Q: 3 clusters Score -1.18506e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 97117 members 
Entering Unmasked Estep 
Score: -11850598.000000 Penalty: 3814.219971
	Iteration 72Q: 3 clusters Score -1.18506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 97125 members 
Entering Unmasked Estep 
Score: -11850596.000000 Penalty: 3814.219971
	Iteration 73Q: 3 clusters Score -1.18506e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 97135 members 
Entering Unmasked Estep 
Score: -11850596.000000 Penalty: 3814.219971
	Iteration 74Q: 3 clusters Score -1.18506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 97142 members 
Entering Unmasked Estep 
Score: -11850589.000000 Penalty: 3814.219971
	Iteration 75Q: 3 clusters Score -1.185059e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 97148 members 
Entering Unmasked Estep 
Score: -11850594.000000 Penalty: 3814.219971
	Iteration 76Q: 3 clusters Score -1.185059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 97152 members 
Entering Unmasked Estep 
Score: -11850593.000000 Penalty: 3814.219971
	Iteration 77Q: 3 clusters Score -1.185059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 97154 members 
Entering Unmasked Estep 
Score: -11850597.000000 Penalty: 3814.219971
	Iteration 78Q: 3 clusters Score -1.18506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 97156 members 
Entering Unmasked Estep 
Score: -11850599.000000 Penalty: 3814.219971
	Iteration 79Q: 3 clusters Score -1.18506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 97159 members 
Entering Unmasked Estep 
Score: -11850602.000000 Penalty: 3814.219971
	Iteration 80F: 3 clusters Score -1.18506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 97161 members 
Entering Unmasked Estep 
Score: -11850598.000000 Penalty: 3814.219971
	Iteration 81Q: 3 clusters Score -1.18506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 97162 members 
Entering Unmasked Estep 
Score: -11850600.000000 Penalty: 3814.219971
	Iteration 82Q: 3 clusters Score -1.18506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 97163 members 
Entering Unmasked Estep 
Score: -11850607.000000 Penalty: 3814.219971
	Iteration 83Q: 3 clusters Score -1.185061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 97164 members 
Entering Unmasked Estep 
Score: -11850608.000000 Penalty: 3814.219971
	Iteration 84Q: 3 clusters Score -1.185061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 97165 members 
Entering Unmasked Estep 
Score: -11850607.000000 Penalty: 3814.219971
	Iteration 85Q: 3 clusters Score -1.185061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 97166 members 
Entering Unmasked Estep 
Score: -11850610.000000 Penalty: 3814.219971
	Iteration 86Q: 3 clusters Score -1.185061e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 97166 members 
Entering Unmasked Estep 
Score: -11850610.000000 Penalty: 3814.219971
	Iteration 87F: 3 clusters Score -1.185061e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (39558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Entering Unmasked Estep 
Score: -3614840.750000 Penalty: 1720.147583
	Iteration 0F: 2 clusters Score -3614841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -3588281.500000 Penalty: 3440.295166
	Iteration 0F: 3 clusters Score -3588282 nChanged 18371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -3598493.750000 Penalty: 3440.295166
	Iteration 1F: 3 clusters Score -3598494 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -3598908.500000 Penalty: 3440.295166
	Iteration 2Q: 3 clusters Score -3598908 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -3599455.250000 Penalty: 3440.295166
	Iteration 3Q: 3 clusters Score -3599455 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -3600324.000000 Penalty: 3440.295166
	Iteration 4Q: 3 clusters Score -3600324 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -3601489.750000 Penalty: 3440.295166
	Iteration 5Q: 3 clusters Score -3601490 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -3602899 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -3604482 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -3606044 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -3607582 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -3608878 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3609724 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -3610234 nChanged 962
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3610510 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3610680 nChanged 492
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Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3610801 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3610888 nChanged 349
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3610952 nChanged 315
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3610992 nChanged 319
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3611044 nChanged 313
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -3611104.500000 Penalty: 3440.295166
	Iteration 20F: 3 clusters Score -3611104 nChanged 312
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Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -3611159.000000 Penalty: 3440.295166
	Iteration 21Q: 3 clusters Score -3611159 nChanged 349
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3611220 nChanged 357
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Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3611299 nChanged 373
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3611358 nChanged 362
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Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3611414 nChanged 360
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3611485 nChanged 389
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Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3611568 nChanged 393
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3611652 nChanged 381
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3611704 nChanged 371
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3611753 nChanged 345
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Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3611847 nChanged 382
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Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3611910 nChanged 369
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Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3611997 nChanged 375
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Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3612082 nChanged 421
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Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3612188 nChanged 445
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Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3612295 nChanged 419
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Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3612390 nChanged 425
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Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 25050 members 
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	Iteration 38Q: 3 clusters Score -3612476 nChanged 446
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Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 25494 members 
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	Iteration 39Q: 3 clusters Score -3612604 nChanged 477
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Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3612776 nChanged 473
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Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3612923 nChanged 470
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Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3613085 nChanged 446
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Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3613235 nChanged 455
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Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 27811 members 
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	Iteration 44Q: 3 clusters Score -3613406 nChanged 401
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Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3613532 nChanged 398
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Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3613660 nChanged 372
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Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 28972 members 
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	Iteration 47Q: 3 clusters Score -3613788 nChanged 353
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Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 29325 members 
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	Iteration 48Q: 3 clusters Score -3613893 nChanged 295
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Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3613947 nChanged 291
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3614036 nChanged 291
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Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3614110 nChanged 273
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Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3614186 nChanged 251
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Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3614244 nChanged 236
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Mstep: Class 1 contains 8606 members 
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	Iteration 54Q: 3 clusters Score -3614292 nChanged 196
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Mstep: Class 1 contains 8412 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3614309 nChanged 166
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Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3614332 nChanged 153
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Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 31463 members 
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	Iteration 57Q: 3 clusters Score -3614369 nChanged 135
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Mstep: Class 1 contains 7960 members 
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	Iteration 58Q: 3 clusters Score -3614373 nChanged 106
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Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3614378 nChanged 113
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Mstep: Class 1 contains 7741 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3614416 nChanged 110
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Mstep: Class 1 contains 7631 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3614446 nChanged 97
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Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 32024 members 
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	Iteration 62Q: 3 clusters Score -3614452 nChanged 95
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Mstep: Class 1 contains 7439 members 
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	Iteration 63Q: 3 clusters Score -3614463 nChanged 92
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Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 32211 members 
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	Iteration 64Q: 3 clusters Score -3614472 nChanged 74
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Mstep: Class 1 contains 7273 members 
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	Iteration 65Q: 3 clusters Score -3614480 nChanged 62
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Mstep: Class 1 contains 7211 members 
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	Iteration 66Q: 3 clusters Score -3614480 nChanged 49
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Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 32396 members 
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	Iteration 67Q: 3 clusters Score -3614471 nChanged 37
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Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 32433 members 
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	Iteration 68Q: 3 clusters Score -3614469 nChanged 41
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Mstep: Class 1 contains 7086 members 
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	Iteration 69Q: 3 clusters Score -3614478 nChanged 53
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Mstep: Class 1 contains 7033 members 
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	Iteration 70Q: 3 clusters Score -3614487 nChanged 57
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Mstep: Class 1 contains 6976 members 
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	Iteration 71Q: 3 clusters Score -3614502 nChanged 55
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Mstep: Class 1 contains 6921 members 
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	Iteration 72Q: 3 clusters Score -3614506 nChanged 52
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Mstep: Class 1 contains 6869 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3614522 nChanged 46
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Mstep: Class 1 contains 6823 members 
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	Iteration 74Q: 3 clusters Score -3614535 nChanged 49
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Mstep: Class 1 contains 6776 members 
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	Iteration 75Q: 3 clusters Score -3614543 nChanged 46
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Mstep: Class 1 contains 6730 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3614549 nChanged 48
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Mstep: Class 1 contains 6684 members 
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	Iteration 77Q: 3 clusters Score -3614536 nChanged 47
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Mstep: Class 1 contains 6637 members 
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	Iteration 78Q: 3 clusters Score -3614546 nChanged 44
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Mstep: Class 1 contains 6593 members 
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	Iteration 79Q: 3 clusters Score -3614556 nChanged 41
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Mstep: Class 1 contains 6552 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3614562 nChanged 45
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Mstep: Class 1 contains 6507 members 
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	Iteration 81Q: 3 clusters Score -3614574 nChanged 37
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Mstep: Class 1 contains 6472 members 
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	Iteration 82Q: 3 clusters Score -3614572 nChanged 39
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Mstep: Class 1 contains 6433 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3614569 nChanged 33
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Mstep: Class 1 contains 6400 members 
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	Iteration 84Q: 3 clusters Score -3614574 nChanged 23
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Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 33181 members 
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	Iteration 85Q: 3 clusters Score -3614577 nChanged 16
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Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 33197 members 
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	Iteration 86Q: 3 clusters Score -3614578 nChanged 12
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Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 33209 members 
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	Iteration 87Q: 3 clusters Score -3614582 nChanged 10
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Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 33217 members 
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	Iteration 88Q: 3 clusters Score -3614586 nChanged 12
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	Iteration 89Q: 3 clusters Score -3614582 nChanged 6
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	Iteration 90Q: 3 clusters Score -3614581 nChanged 3
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Mstep: Class 1 contains 6320 members 
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	Iteration 91Q: 3 clusters Score -3614580 nChanged 2
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	Iteration 92Q: 3 clusters Score -3614578 nChanged 2
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	Iteration 93Q: 3 clusters Score -3614579 nChanged 3
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	Iteration 94Q: 3 clusters Score -3614574 nChanged 3
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	Iteration 95Q: 3 clusters Score -3614572 nChanged 4
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Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3614577 nChanged 6
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3614582 nChanged 6
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	Iteration 98Q: 3 clusters Score -3614582 nChanged 6
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Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -3614577.500000 Penalty: 3440.295166
	Iteration 99Q: 3 clusters Score -3614578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -3614577.000000 Penalty: 3440.295166
	Iteration 100F: 3 clusters Score -3614577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -3614586.500000 Penalty: 3440.295166
	Iteration 101Q: 3 clusters Score -3614586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -3614590.500000 Penalty: 3440.295166
	Iteration 102Q: 3 clusters Score -3614590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -3614592.250000 Penalty: 3440.295166
	Iteration 103Q: 3 clusters Score -3614592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -3614591.750000 Penalty: 3440.295166
	Iteration 104Q: 3 clusters Score -3614592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -3614592.750000 Penalty: 3440.295166
	Iteration 105Q: 3 clusters Score -3614593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -3614592.000000 Penalty: 3440.295166
	Iteration 106Q: 3 clusters Score -3614592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -3614594.500000 Penalty: 3440.295166
	Iteration 107Q: 3 clusters Score -3614594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -3614597.750000 Penalty: 3440.295166
	Iteration 108Q: 3 clusters Score -3614598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -3614594.500000 Penalty: 3440.295166
	Iteration 109Q: 3 clusters Score -3614594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -3614594.500000 Penalty: 3440.295166
	Iteration 110Q: 3 clusters Score -3614594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -3614594.000000 Penalty: 3440.295166
	Iteration 111Q: 3 clusters Score -3614594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -3614594.250000 Penalty: 3440.295166
	Iteration 112Q: 3 clusters Score -3614594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -3614593.000000 Penalty: 3440.295166
	Iteration 113Q: 3 clusters Score -3614593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -3614594.250000 Penalty: 3440.295166
	Iteration 114Q: 3 clusters Score -3614594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -3614594.250000 Penalty: 3440.295166
	Iteration 115F: 3 clusters Score -3614594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Entering Unmasked Estep 
Score: -291194.656250 Penalty: 1332.680664
	Iteration 0F: 2 clusters Score -291194.7 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 1799 members 
Entering Unmasked Estep 
Score: -288051.875000 Penalty: 2665.361328
	Iteration 0F: 3 clusters Score -288051.9 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -289019.781250 Penalty: 2665.361328
	Iteration 1F: 3 clusters Score -289019.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -289448.281250 Penalty: 2665.361328
	Iteration 2F: 3 clusters Score -289448.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -289857.218750 Penalty: 2665.361328
	Iteration 3F: 3 clusters Score -289857.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -290170.281250 Penalty: 2665.361328
	Iteration 4F: 3 clusters Score -290170.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -290379.562500 Penalty: 2665.361328
	Iteration 5F: 3 clusters Score -290379.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -290551.406250 Penalty: 2665.361328
	Iteration 6Q: 3 clusters Score -290551.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -290697.000000 Penalty: 2665.361328
	Iteration 7Q: 3 clusters Score -290697 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -290817.000000 Penalty: 2665.361328
	Iteration 8Q: 3 clusters Score -290817 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -290915.062500 Penalty: 2665.361328
	Iteration 9Q: 3 clusters Score -290915.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -290992.375000 Penalty: 2665.361328
	Iteration 10Q: 3 clusters Score -290992.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -291048.812500 Penalty: 2665.361328
	Iteration 11Q: 3 clusters Score -291048.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -291083.375000 Penalty: 2665.361328
	Iteration 12Q: 3 clusters Score -291083.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -291108.156250 Penalty: 2665.361328
	Iteration 13Q: 3 clusters Score -291108.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -291125.593750 Penalty: 2665.361328
	Iteration 14Q: 3 clusters Score -291125.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -291141.406250 Penalty: 2665.361328
	Iteration 15Q: 3 clusters Score -291141.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -291155.281250 Penalty: 2665.361328
	Iteration 16Q: 3 clusters Score -291155.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -291171.531250 Penalty: 2665.361328
	Iteration 17Q: 3 clusters Score -291171.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -291183.000000 Penalty: 2665.361328
	Iteration 18Q: 3 clusters Score -291183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -291197.281250 Penalty: 2665.361328
	Iteration 19Q: 3 clusters Score -291197.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -291209.468750 Penalty: 2665.361328
	Iteration 20F: 3 clusters Score -291209.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -291224.218750 Penalty: 2665.361328
	Iteration 21Q: 3 clusters Score -291224.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -291232.093750 Penalty: 2665.361328
	Iteration 22Q: 3 clusters Score -291232.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -291238.500000 Penalty: 2665.361328
	Iteration 23Q: 3 clusters Score -291238.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -291246.156250 Penalty: 2665.361328
	Iteration 24Q: 3 clusters Score -291246.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -291256.906250 Penalty: 2665.361328
	Iteration 25Q: 3 clusters Score -291256.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -291267.500000 Penalty: 2665.361328
	Iteration 26Q: 3 clusters Score -291267.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -291271.312500 Penalty: 2665.361328
	Iteration 27Q: 3 clusters Score -291271.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -291277.156250 Penalty: 2665.361328
	Iteration 28Q: 3 clusters Score -291277.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -291284.468750 Penalty: 2665.361328
	Iteration 29Q: 3 clusters Score -291284.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -291289.531250 Penalty: 2665.361328
	Iteration 30Q: 3 clusters Score -291289.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -291295.906250 Penalty: 2665.361328
	Iteration 31Q: 3 clusters Score -291295.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -291300.125000 Penalty: 2665.361328
	Iteration 32Q: 3 clusters Score -291300.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -291306.781250 Penalty: 2665.361328
	Iteration 33Q: 3 clusters Score -291306.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -291310.187500 Penalty: 2665.361328
	Iteration 34Q: 3 clusters Score -291310.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -291314.750000 Penalty: 2665.361328
	Iteration 35Q: 3 clusters Score -291314.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -291320.312500 Penalty: 2665.361328
	Iteration 36Q: 3 clusters Score -291320.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -291326.343750 Penalty: 2665.361328
	Iteration 37Q: 3 clusters Score -291326.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -291328.218750 Penalty: 2665.361328
	Iteration 38Q: 3 clusters Score -291328.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -291328.937500 Penalty: 2665.361328
	Iteration 39Q: 3 clusters Score -291328.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -291328.937500 Penalty: 2665.361328
	Iteration 40F: 3 clusters Score -291328.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 8208 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 5988 members 
Mstep: Class 5 contains 22742 members 
Mstep: Class 6 contains 8584 members 
Mstep: Class 7 contains 14897 members 
Mstep: Class 8 contains 10891 members 
Mstep: Class 9 contains 5472 members 
Mstep: Class 10 contains 128270 members 
Mstep: Class 11 contains 18274 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 116848 members 
Mstep: Class 16 contains 86143 members 
Mstep: Class 17 contains 124999 members 
Mstep: Class 18 contains 39558 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 6509 members 
Mstep: Class 21 contains 9617 members 
Mstep: Class 22 contains 70460 members 
Mstep: Class 23 contains 8500 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42343 members 
Mstep: Class 26 contains 1418 members 
Mstep: Class 27 contains 4396 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27393 members 
Mstep: Class 30 contains 60004 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 1747 members 
Mstep: Class 33 contains 1674 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1542 members 
Mstep: Class 36 contains 7579 members 
Mstep: Class 37 contains 1346 members 
Mstep: Class 38 contains 10990 members 
Mstep: Class 39 contains 4471 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 2622 members 
Entering Unmasked Estep 
Score: -84441536.000000 Penalty: 91762.257812
Splitting cluster 19 changes total score from -84442272.000000 to -84441536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (6509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Entering Unmasked Estep 
Score: -578167.000000 Penalty: 1426.902954
	Iteration 0F: 2 clusters Score -578167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -573266.250000 Penalty: 2853.805908
	Iteration 0F: 3 clusters Score -573266.2 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -574771.312500 Penalty: 2853.805908
	Iteration 1F: 3 clusters Score -574771.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -574997.000000 Penalty: 2853.805908
	Iteration 2F: 3 clusters Score -574997 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -575180.187500 Penalty: 2853.805908
	Iteration 3F: 3 clusters Score -575180.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -575366.125000 Penalty: 2853.805908
	Iteration 4Q: 3 clusters Score -575366.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -575582.875000 Penalty: 2853.805908
	Iteration 5F: 3 clusters Score -575582.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -575840.812500 Penalty: 2853.805908
	Iteration 6F: 3 clusters Score -575840.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -576123.687500 Penalty: 2853.805908
	Iteration 7F: 3 clusters Score -576123.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -576362.625000 Penalty: 2853.805908
	Iteration 8Q: 3 clusters Score -576362.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -576566.750000 Penalty: 2853.805908
	Iteration 9Q: 3 clusters Score -576566.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -576733.625000 Penalty: 2853.805908
	Iteration 10Q: 3 clusters Score -576733.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -576858.125000 Penalty: 2853.805908
	Iteration 11Q: 3 clusters Score -576858.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -576961.937500 Penalty: 2853.805908
	Iteration 12Q: 3 clusters Score -576961.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -577057.437500 Penalty: 2853.805908
	Iteration 13Q: 3 clusters Score -577057.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -577147.875000 Penalty: 2853.805908
	Iteration 14Q: 3 clusters Score -577147.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -577245.062500 Penalty: 2853.805908
	Iteration 15Q: 3 clusters Score -577245.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -577330.000000 Penalty: 2853.805908
	Iteration 16Q: 3 clusters Score -577330 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -577403.125000 Penalty: 2853.805908
	Iteration 17Q: 3 clusters Score -577403.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -577458.250000 Penalty: 2853.805908
	Iteration 18Q: 3 clusters Score -577458.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -577492.625000 Penalty: 2853.805908
	Iteration 19Q: 3 clusters Score -577492.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -577518.750000 Penalty: 2853.805908
	Iteration 20F: 3 clusters Score -577518.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -577536.875000 Penalty: 2853.805908
	Iteration 21Q: 3 clusters Score -577536.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -577549.937500 Penalty: 2853.805908
	Iteration 22Q: 3 clusters Score -577549.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -577568.625000 Penalty: 2853.805908
	Iteration 23Q: 3 clusters Score -577568.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -577587.937500 Penalty: 2853.805908
	Iteration 24Q: 3 clusters Score -577587.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -577623.375000 Penalty: 2853.805908
	Iteration 25Q: 3 clusters Score -577623.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -577647.500000 Penalty: 2853.805908
	Iteration 26Q: 3 clusters Score -577647.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -577662.125000 Penalty: 2853.805908
	Iteration 27Q: 3 clusters Score -577662.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -577677.812500 Penalty: 2853.805908
	Iteration 28Q: 3 clusters Score -577677.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -577682.687500 Penalty: 2853.805908
	Iteration 29Q: 3 clusters Score -577682.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -577684.500000 Penalty: 2853.805908
	Iteration 30Q: 3 clusters Score -577684.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -577686.437500 Penalty: 2853.805908
	Iteration 31Q: 3 clusters Score -577686.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -577688.250000 Penalty: 2853.805908
	Iteration 32Q: 3 clusters Score -577688.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -577691.187500 Penalty: 2853.805908
	Iteration 33Q: 3 clusters Score -577691.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -577693.625000 Penalty: 2853.805908
	Iteration 34Q: 3 clusters Score -577693.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -577694.875000 Penalty: 2853.805908
	Iteration 35Q: 3 clusters Score -577694.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -577696.125000 Penalty: 2853.805908
	Iteration 36Q: 3 clusters Score -577696.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -577697.500000 Penalty: 2853.805908
	Iteration 37Q: 3 clusters Score -577697.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -577697.875000 Penalty: 2853.805908
	Iteration 38Q: 3 clusters Score -577697.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -577699.187500 Penalty: 2853.805908
	Iteration 39Q: 3 clusters Score -577699.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -577699.812500 Penalty: 2853.805908
	Iteration 40F: 3 clusters Score -577699.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -577701.625000 Penalty: 2853.805908
	Iteration 41Q: 3 clusters Score -577701.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -577702.062500 Penalty: 2853.805908
	Iteration 42Q: 3 clusters Score -577702.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -577701.937500 Penalty: 2853.805908
	Iteration 43Q: 3 clusters Score -577701.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -577701.937500 Penalty: 2853.805908
	Iteration 44F: 3 clusters Score -577701.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Entering Unmasked Estep 
Score: -799995.062500 Penalty: 1490.334229
	Iteration 0F: 2 clusters Score -799995.1 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 4829 members 
Entering Unmasked Estep 
Score: -793146.312500 Penalty: 2980.668457
	Iteration 0F: 3 clusters Score -793146.3 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -795533.000000 Penalty: 2980.668457
	Iteration 1F: 3 clusters Score -795533 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -795977.750000 Penalty: 2980.668457
	Iteration 2F: 3 clusters Score -795977.8 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -796460.250000 Penalty: 2980.668457
	Iteration 3F: 3 clusters Score -796460.2 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -796980.750000 Penalty: 2980.668457
	Iteration 4F: 3 clusters Score -796980.8 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -797381.812500 Penalty: 2980.668457
	Iteration 5F: 3 clusters Score -797381.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -797705.562500 Penalty: 2980.668457
	Iteration 6F: 3 clusters Score -797705.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -797979.187500 Penalty: 2980.668457
	Iteration 7Q: 3 clusters Score -797979.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -798171.125000 Penalty: 2980.668457
	Iteration 8Q: 3 clusters Score -798171.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -798309.562500 Penalty: 2980.668457
	Iteration 9Q: 3 clusters Score -798309.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -798414.187500 Penalty: 2980.668457
	Iteration 10Q: 3 clusters Score -798414.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -798492.625000 Penalty: 2980.668457
	Iteration 11Q: 3 clusters Score -798492.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -798547.687500 Penalty: 2980.668457
	Iteration 12Q: 3 clusters Score -798547.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -798583.062500 Penalty: 2980.668457
	Iteration 13Q: 3 clusters Score -798583.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -798606.625000 Penalty: 2980.668457
	Iteration 14Q: 3 clusters Score -798606.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -798630.062500 Penalty: 2980.668457
	Iteration 15Q: 3 clusters Score -798630.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -798647.187500 Penalty: 2980.668457
	Iteration 16Q: 3 clusters Score -798647.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -798663.000000 Penalty: 2980.668457
	Iteration 17Q: 3 clusters Score -798663 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -798671.625000 Penalty: 2980.668457
	Iteration 18Q: 3 clusters Score -798671.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -798679.562500 Penalty: 2980.668457
	Iteration 19Q: 3 clusters Score -798679.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -798688.187500 Penalty: 2980.668457
	Iteration 20F: 3 clusters Score -798688.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -798695.500000 Penalty: 2980.668457
	Iteration 21Q: 3 clusters Score -798695.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -798694.562500 Penalty: 2980.668457
	Iteration 22Q: 3 clusters Score -798694.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -798698.562500 Penalty: 2980.668457
	Iteration 23Q: 3 clusters Score -798698.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -798702.687500 Penalty: 2980.668457
	Iteration 24Q: 3 clusters Score -798702.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -798703.375000 Penalty: 2980.668457
	Iteration 25Q: 3 clusters Score -798703.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -798703.562500 Penalty: 2980.668457
	Iteration 26Q: 3 clusters Score -798703.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -798706.750000 Penalty: 2980.668457
	Iteration 27Q: 3 clusters Score -798706.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -798705.812500 Penalty: 2980.668457
	Iteration 28Q: 3 clusters Score -798705.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -798705.937500 Penalty: 2980.668457
	Iteration 29Q: 3 clusters Score -798705.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -798705.187500 Penalty: 2980.668457
	Iteration 30Q: 3 clusters Score -798705.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -798705.500000 Penalty: 2980.668457
	Iteration 31Q: 3 clusters Score -798705.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -798705.500000 Penalty: 2980.668457
	Iteration 32F: 3 clusters Score -798705.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (70460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70460 members 
Entering Unmasked Estep 
Score: -6502445.000000 Penalty: 1813.955078
	Iteration 0F: 2 clusters Score -6502445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -6455799.500000 Penalty: 3627.910156
	Iteration 0F: 3 clusters Score -6455800 nChanged 33145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -6475316.500000 Penalty: 3627.910156
	Iteration 1F: 3 clusters Score -6475316 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -6477147.500000 Penalty: 3627.910156
	Iteration 2F: 3 clusters Score -6477148 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 49177 members 
Entering Unmasked Estep 
Score: -6480379.000000 Penalty: 3627.910156
	Iteration 3F: 3 clusters Score -6480379 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 55432 members 
Entering Unmasked Estep 
Score: -6485572.500000 Penalty: 3627.910156
	Iteration 4F: 3 clusters Score -6485572 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 62106 members 
Entering Unmasked Estep 
Score: -6492246.500000 Penalty: 3627.910156
	Iteration 5F: 3 clusters Score -6492246 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 67057 members 
Entering Unmasked Estep 
Score: -6497388.500000 Penalty: 3627.910156
	Iteration 6F: 3 clusters Score -6497388 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 69395 members 
Entering Unmasked Estep 
Score: -6499778.500000 Penalty: 3627.910156
	Iteration 7Q: 3 clusters Score -6499778 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 70141 members 
Entering Unmasked Estep 
Score: -6500503.000000 Penalty: 3627.910156
	Iteration 8Q: 3 clusters Score -6500503 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 70297 members 
Entering Unmasked Estep 
Score: -6500743.500000 Penalty: 3627.910156
	Iteration 9Q: 3 clusters Score -6500744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 70328 members 
Entering Unmasked Estep 
Score: -6500807.000000 Penalty: 3627.910156
	Iteration 10Q: 3 clusters Score -6500807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 70330 members 
Entering Unmasked Estep 
Score: -6500831.000000 Penalty: 3627.910156
	Iteration 11Q: 3 clusters Score -6500831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 70331 members 
Entering Unmasked Estep 
Score: -6500840.500000 Penalty: 3627.910156
	Iteration 12Q: 3 clusters Score -6500840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 70332 members 
Entering Unmasked Estep 
Score: -6500857.500000 Penalty: 3627.910156
	Iteration 13Q: 3 clusters Score -6500858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 70336 members 
Entering Unmasked Estep 
Score: -6500860.000000 Penalty: 3627.910156
	Iteration 14Q: 3 clusters Score -6500860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 70336 members 
Entering Unmasked Estep 
Score: -6500870.000000 Penalty: 3627.910156
	Iteration 15Q: 3 clusters Score -6500870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 70334 members 
Entering Unmasked Estep 
Score: -6500876.000000 Penalty: 3627.910156
	Iteration 16Q: 3 clusters Score -6500876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 70335 members 
Entering Unmasked Estep 
Score: -6500873.500000 Penalty: 3627.910156
	Iteration 17Q: 3 clusters Score -6500874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 70336 members 
Entering Unmasked Estep 
Score: -6500872.000000 Penalty: 3627.910156
	Iteration 18Q: 3 clusters Score -6500872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 70336 members 
Entering Unmasked Estep 
Score: -6500872.000000 Penalty: 3627.910156
	Iteration 19F: 3 clusters Score -6500872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Entering Unmasked Estep 
Score: -748090.000000 Penalty: 1470.270874
	Iteration 0F: 2 clusters Score -748090 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 4254 members 
Entering Unmasked Estep 
Score: -741846.500000 Penalty: 2940.541748
	Iteration 0F: 3 clusters Score -741846.5 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -743817.125000 Penalty: 2940.541748
	Iteration 1F: 3 clusters Score -743817.1 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -744109.125000 Penalty: 2940.541748
	Iteration 2F: 3 clusters Score -744109.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -744460.437500 Penalty: 2940.541748
	Iteration 3F: 3 clusters Score -744460.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -745023.937500 Penalty: 2940.541748
	Iteration 4F: 3 clusters Score -745023.9 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -745852.250000 Penalty: 2940.541748
	Iteration 5F: 3 clusters Score -745852.2 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -746726.187500 Penalty: 2940.541748
	Iteration 6F: 3 clusters Score -746726.2 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -747392.437500 Penalty: 2940.541748
	Iteration 7F: 3 clusters Score -747392.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -747778.750000 Penalty: 2940.541748
	Iteration 8F: 3 clusters Score -747778.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -747965.875000 Penalty: 2940.541748
	Iteration 9Q: 3 clusters Score -747965.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -748089.625000 Penalty: 2940.541748
	Iteration 10Q: 3 clusters Score -748089.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -748156.250000 Penalty: 2940.541748
	Iteration 11Q: 3 clusters Score -748156.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -748190.625000 Penalty: 2940.541748
	Iteration 12Q: 3 clusters Score -748190.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -748211.437500 Penalty: 2940.541748
	Iteration 13Q: 3 clusters Score -748211.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -748227.687500 Penalty: 2940.541748
	Iteration 14Q: 3 clusters Score -748227.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -748243.562500 Penalty: 2940.541748
	Iteration 15Q: 3 clusters Score -748243.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -748254.312500 Penalty: 2940.541748
	Iteration 16Q: 3 clusters Score -748254.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -748262.875000 Penalty: 2940.541748
	Iteration 17Q: 3 clusters Score -748262.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -748274.937500 Penalty: 2940.541748
	Iteration 18Q: 3 clusters Score -748274.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -748284.437500 Penalty: 2940.541748
	Iteration 19Q: 3 clusters Score -748284.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -748295.187500 Penalty: 2940.541748
	Iteration 20F: 3 clusters Score -748295.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -748301.750000 Penalty: 2940.541748
	Iteration 21Q: 3 clusters Score -748301.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -748308.937500 Penalty: 2940.541748
	Iteration 22Q: 3 clusters Score -748308.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -748318.000000 Penalty: 2940.541748
	Iteration 23Q: 3 clusters Score -748318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -748327.562500 Penalty: 2940.541748
	Iteration 24Q: 3 clusters Score -748327.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -748335.437500 Penalty: 2940.541748
	Iteration 25Q: 3 clusters Score -748335.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -748340.500000 Penalty: 2940.541748
	Iteration 26Q: 3 clusters Score -748340.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -748347.000000 Penalty: 2940.541748
	Iteration 27Q: 3 clusters Score -748347 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -748351.937500 Penalty: 2940.541748
	Iteration 28Q: 3 clusters Score -748351.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -748353.937500 Penalty: 2940.541748
	Iteration 29Q: 3 clusters Score -748353.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -748353.625000 Penalty: 2940.541748
	Iteration 30Q: 3 clusters Score -748353.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -748352.687500 Penalty: 2940.541748
	Iteration 31Q: 3 clusters Score -748352.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -748353.500000 Penalty: 2940.541748
	Iteration 32Q: 3 clusters Score -748353.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -748354.687500 Penalty: 2940.541748
	Iteration 33Q: 3 clusters Score -748354.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -748356.500000 Penalty: 2940.541748
	Iteration 34Q: 3 clusters Score -748356.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -748356.437500 Penalty: 2940.541748
	Iteration 35Q: 3 clusters Score -748356.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -748356.625000 Penalty: 2940.541748
	Iteration 36Q: 3 clusters Score -748356.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -748356.937500 Penalty: 2940.541748
	Iteration 37Q: 3 clusters Score -748356.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -748357.562500 Penalty: 2940.541748
	Iteration 38Q: 3 clusters Score -748357.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -748358.000000 Penalty: 2940.541748
	Iteration 39Q: 3 clusters Score -748358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -748357.750000 Penalty: 2940.541748
	Iteration 40F: 3 clusters Score -748357.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -748359.562500 Penalty: 2940.541748
	Iteration 41Q: 3 clusters Score -748359.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -748359.312500 Penalty: 2940.541748
	Iteration 42Q: 3 clusters Score -748359.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -748358.750000 Penalty: 2940.541748
	Iteration 43Q: 3 clusters Score -748358.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -748358.750000 Penalty: 2940.541748
	Iteration 44F: 3 clusters Score -748358.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 8208 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 5988 members 
Mstep: Class 5 contains 22742 members 
Mstep: Class 6 contains 8584 members 
Mstep: Class 7 contains 14897 members 
Mstep: Class 8 contains 10891 members 
Mstep: Class 9 contains 5472 members 
Mstep: Class 10 contains 128270 members 
Mstep: Class 11 contains 18274 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 116848 members 
Mstep: Class 16 contains 86143 members 
Mstep: Class 17 contains 124999 members 
Mstep: Class 18 contains 39558 members 
Mstep: Class 19 contains 3645 members 
Mstep: Class 20 contains 6509 members 
Mstep: Class 21 contains 9617 members 
Mstep: Class 22 contains 70460 members 
Mstep: Class 23 contains 4897 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42343 members 
Mstep: Class 26 contains 1418 members 
Mstep: Class 27 contains 4396 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27393 members 
Mstep: Class 30 contains 60004 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 1747 members 
Mstep: Class 33 contains 1674 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1542 members 
Mstep: Class 36 contains 7579 members 
Mstep: Class 37 contains 1346 members 
Mstep: Class 38 contains 10990 members 
Mstep: Class 39 contains 4471 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 3603 members 
Entering Unmasked Estep 
Score: -84441824.000000 Penalty: 91762.257812
Splitting cluster 23 changes total score from -84442272.000000 to -84441824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -44228.828125 Penalty: 1018.111450
	Iteration 0F: 2 clusters Score -44228.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -43140.437500 Penalty: 2036.222900
	Iteration 0F: 3 clusters Score -43140.44 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -43305.570312 Penalty: 2036.222900
	Iteration 1F: 3 clusters Score -43305.57 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -43351.839844 Penalty: 2036.222900
	Iteration 2F: 3 clusters Score -43351.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -43376.207031 Penalty: 2036.222900
	Iteration 3Q: 3 clusters Score -43376.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -43400.761719 Penalty: 2036.222900
	Iteration 4Q: 3 clusters Score -43400.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -43408.152344 Penalty: 2036.222900
	Iteration 5Q: 3 clusters Score -43408.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -43410.929688 Penalty: 2036.222900
	Iteration 6Q: 3 clusters Score -43410.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -43410.929688 Penalty: 2036.222900
	Iteration 7F: 3 clusters Score -43410.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (42343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Entering Unmasked Estep 
Score: -3925184.000000 Penalty: 1731.203247
	Iteration 0F: 2 clusters Score -3925184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -3896785.500000 Penalty: 3462.406494
	Iteration 0F: 3 clusters Score -3896786 nChanged 19746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -3908070.250000 Penalty: 3462.406494
	Iteration 1F: 3 clusters Score -3908070 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -3908804.000000 Penalty: 3462.406494
	Iteration 2Q: 3 clusters Score -3908804 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -3909727.750000 Penalty: 3462.406494
	Iteration 3F: 3 clusters Score -3909728 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -3911057.000000 Penalty: 3462.406494
	Iteration 4F: 3 clusters Score -3911057 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -3912611.000000 Penalty: 3462.406494
	Iteration 5F: 3 clusters Score -3912611 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -3914171.500000 Penalty: 3462.406494
	Iteration 6F: 3 clusters Score -3914172 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -3915492.500000 Penalty: 3462.406494
	Iteration 7F: 3 clusters Score -3915492 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -3916540.250000 Penalty: 3462.406494
	Iteration 8Q: 3 clusters Score -3916540 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -3917432.250000 Penalty: 3462.406494
	Iteration 9Q: 3 clusters Score -3917432 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -3918246.750000 Penalty: 3462.406494
	Iteration 10Q: 3 clusters Score -3918247 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -3918999.500000 Penalty: 3462.406494
	Iteration 11Q: 3 clusters Score -3919000 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -3919745.000000 Penalty: 3462.406494
	Iteration 12Q: 3 clusters Score -3919745 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -3920454.250000 Penalty: 3462.406494
	Iteration 13Q: 3 clusters Score -3920454 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -3921087.500000 Penalty: 3462.406494
	Iteration 14Q: 3 clusters Score -3921088 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -3921591.750000 Penalty: 3462.406494
	Iteration 15Q: 3 clusters Score -3921592 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -3922079.750000 Penalty: 3462.406494
	Iteration 16Q: 3 clusters Score -3922080 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -3922480.750000 Penalty: 3462.406494
	Iteration 17Q: 3 clusters Score -3922481 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -3922802.250000 Penalty: 3462.406494
	Iteration 18Q: 3 clusters Score -3922802 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -3923070.500000 Penalty: 3462.406494
	Iteration 19Q: 3 clusters Score -3923070 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -3923364.000000 Penalty: 3462.406494
	Iteration 20F: 3 clusters Score -3923364 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -3923617.750000 Penalty: 3462.406494
	Iteration 21Q: 3 clusters Score -3923618 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -3923821.500000 Penalty: 3462.406494
	Iteration 22Q: 3 clusters Score -3923822 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -3923987.500000 Penalty: 3462.406494
	Iteration 23Q: 3 clusters Score -3923988 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38793 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -3924124.250000 Penalty: 3462.406494
	Iteration 24Q: 3 clusters Score -3924124 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -3924224.250000 Penalty: 3462.406494
	Iteration 25Q: 3 clusters Score -3924224 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -3924290.250000 Penalty: 3462.406494
	Iteration 26Q: 3 clusters Score -3924290 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -3924355.500000 Penalty: 3462.406494
	Iteration 27Q: 3 clusters Score -3924356 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -3924404.000000 Penalty: 3462.406494
	Iteration 28Q: 3 clusters Score -3924404 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -3924434.750000 Penalty: 3462.406494
	Iteration 29Q: 3 clusters Score -3924435 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39548 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -3924462.750000 Penalty: 3462.406494
	Iteration 30Q: 3 clusters Score -3924463 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -3924487.500000 Penalty: 3462.406494
	Iteration 31Q: 3 clusters Score -3924488 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -3924488.000000 Penalty: 3462.406494
	Iteration 32Q: 3 clusters Score -3924488 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -3924503.250000 Penalty: 3462.406494
	Iteration 33Q: 3 clusters Score -3924503 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -3924506.000000 Penalty: 3462.406494
	Iteration 34Q: 3 clusters Score -3924506 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3924515.000000 Penalty: 3462.406494
	Iteration 35Q: 3 clusters Score -3924515 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -3924510.750000 Penalty: 3462.406494
	Iteration 36Q: 3 clusters Score -3924511 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -3924515.250000 Penalty: 3462.406494
	Iteration 37Q: 3 clusters Score -3924515 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -3924516.000000 Penalty: 3462.406494
	Iteration 38Q: 3 clusters Score -3924516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3924523.500000 Penalty: 3462.406494
	Iteration 39Q: 3 clusters Score -3924524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3924521.750000 Penalty: 3462.406494
	Iteration 40F: 3 clusters Score -3924522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3924518.750000 Penalty: 3462.406494
	Iteration 41Q: 3 clusters Score -3924519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3924519.750000 Penalty: 3462.406494
	Iteration 42Q: 3 clusters Score -3924520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3924517.000000 Penalty: 3462.406494
	Iteration 43Q: 3 clusters Score -3924517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3924520.250000 Penalty: 3462.406494
	Iteration 44Q: 3 clusters Score -3924520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3924525.000000 Penalty: 3462.406494
	Iteration 45Q: 3 clusters Score -3924525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -3924529.500000 Penalty: 3462.406494
	Iteration 46Q: 3 clusters Score -3924530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -3924535.750000 Penalty: 3462.406494
	Iteration 47Q: 3 clusters Score -3924536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -3924538.250000 Penalty: 3462.406494
	Iteration 48Q: 3 clusters Score -3924538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -3924537.500000 Penalty: 3462.406494
	Iteration 49Q: 3 clusters Score -3924538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3924538.000000 Penalty: 3462.406494
	Iteration 50Q: 3 clusters Score -3924538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3924538.000000 Penalty: 3462.406494
	Iteration 51F: 3 clusters Score -3924538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Entering Unmasked Estep 
Score: -99156.906250 Penalty: 1179.262939
	Iteration 0F: 2 clusters Score -99156.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -97558.351562 Penalty: 2358.525879
	Iteration 0F: 3 clusters Score -97558.35 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -98089.953125 Penalty: 2358.525879
	Iteration 1F: 3 clusters Score -98089.95 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -98445.062500 Penalty: 2358.525879
	Iteration 2F: 3 clusters Score -98445.06 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -98887.523438 Penalty: 2358.525879
	Iteration 3F: 3 clusters Score -98887.52 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -99140.171875 Penalty: 2358.525879
	Iteration 4F: 3 clusters Score -99140.17 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -99222.484375 Penalty: 2358.525879
	Iteration 5Q: 3 clusters Score -99222.48 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -99266.109375 Penalty: 2358.525879
	Iteration 6Q: 3 clusters Score -99266.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -99294.390625 Penalty: 2358.525879
	Iteration 7Q: 3 clusters Score -99294.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -99312.796875 Penalty: 2358.525879
	Iteration 8Q: 3 clusters Score -99312.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -99342.343750 Penalty: 2358.525879
	Iteration 9Q: 3 clusters Score -99342.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -99362.500000 Penalty: 2358.525879
	Iteration 10Q: 3 clusters Score -99362.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -99379.531250 Penalty: 2358.525879
	Iteration 11Q: 3 clusters Score -99379.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -99390.710938 Penalty: 2358.525879
	Iteration 12Q: 3 clusters Score -99390.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -99404.398438 Penalty: 2358.525879
	Iteration 13Q: 3 clusters Score -99404.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -99430.195312 Penalty: 2358.525879
	Iteration 14Q: 3 clusters Score -99430.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -99448.515625 Penalty: 2358.525879
	Iteration 15Q: 3 clusters Score -99448.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -99458.445312 Penalty: 2358.525879
	Iteration 16Q: 3 clusters Score -99458.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -99464.179688 Penalty: 2358.525879
	Iteration 17Q: 3 clusters Score -99464.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -99471.398438 Penalty: 2358.525879
	Iteration 18Q: 3 clusters Score -99471.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -99476.437500 Penalty: 2358.525879
	Iteration 19Q: 3 clusters Score -99476.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -99477.968750 Penalty: 2358.525879
	Iteration 20F: 3 clusters Score -99477.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -99478.757812 Penalty: 2358.525879
	Iteration 21Q: 3 clusters Score -99478.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -99478.757812 Penalty: 2358.525879
	Iteration 22F: 3 clusters Score -99478.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 8208 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 5988 members 
Mstep: Class 5 contains 22742 members 
Mstep: Class 6 contains 8584 members 
Mstep: Class 7 contains 14897 members 
Mstep: Class 8 contains 10891 members 
Mstep: Class 9 contains 5472 members 
Mstep: Class 10 contains 128270 members 
Mstep: Class 11 contains 18274 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 116848 members 
Mstep: Class 16 contains 86143 members 
Mstep: Class 17 contains 124999 members 
Mstep: Class 18 contains 39558 members 
Mstep: Class 19 contains 3645 members 
Mstep: Class 20 contains 6509 members 
Mstep: Class 21 contains 9617 members 
Mstep: Class 22 contains 70460 members 
Mstep: Class 23 contains 8500 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42343 members 
Mstep: Class 26 contains 586 members 
Mstep: Class 27 contains 4396 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27393 members 
Mstep: Class 30 contains 60004 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 1747 members 
Mstep: Class 33 contains 1674 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1542 members 
Mstep: Class 36 contains 7579 members 
Mstep: Class 37 contains 1346 members 
Mstep: Class 38 contains 10990 members 
Mstep: Class 39 contains 4471 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 832 members 
Entering Unmasked Estep 
Score: -84441488.000000 Penalty: 91762.257812
Splitting cluster 26 changes total score from -84442272.000000 to -84441488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (4396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Entering Unmasked Estep 
Score: -387245.125000 Penalty: 1363.123169
	Iteration 0F: 2 clusters Score -387245.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -383606.781250 Penalty: 2726.246338
	Iteration 0F: 3 clusters Score -383606.8 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -384651.562500 Penalty: 2726.246338
	Iteration 1F: 3 clusters Score -384651.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -384929.718750 Penalty: 2726.246338
	Iteration 2F: 3 clusters Score -384929.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -385149.437500 Penalty: 2726.246338
	Iteration 3F: 3 clusters Score -385149.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -385298.593750 Penalty: 2726.246338
	Iteration 4F: 3 clusters Score -385298.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -385413.718750 Penalty: 2726.246338
	Iteration 5Q: 3 clusters Score -385413.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -385520.093750 Penalty: 2726.246338
	Iteration 6Q: 3 clusters Score -385520.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -385594.250000 Penalty: 2726.246338
	Iteration 7Q: 3 clusters Score -385594.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -385653.000000 Penalty: 2726.246338
	Iteration 8Q: 3 clusters Score -385653 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -385701.875000 Penalty: 2726.246338
	Iteration 9Q: 3 clusters Score -385701.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -385744.718750 Penalty: 2726.246338
	Iteration 10Q: 3 clusters Score -385744.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -385785.906250 Penalty: 2726.246338
	Iteration 11Q: 3 clusters Score -385785.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -385825.625000 Penalty: 2726.246338
	Iteration 12Q: 3 clusters Score -385825.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -385859.843750 Penalty: 2726.246338
	Iteration 13Q: 3 clusters Score -385859.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -385902.906250 Penalty: 2726.246338
	Iteration 14Q: 3 clusters Score -385902.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -385951.437500 Penalty: 2726.246338
	Iteration 15Q: 3 clusters Score -385951.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -386003.687500 Penalty: 2726.246338
	Iteration 16Q: 3 clusters Score -386003.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -386043.500000 Penalty: 2726.246338
	Iteration 17Q: 3 clusters Score -386043.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -386076.968750 Penalty: 2726.246338
	Iteration 18Q: 3 clusters Score -386077 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -386102.312500 Penalty: 2726.246338
	Iteration 19Q: 3 clusters Score -386102.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -386119.656250 Penalty: 2726.246338
	Iteration 20F: 3 clusters Score -386119.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -386135.875000 Penalty: 2726.246338
	Iteration 21Q: 3 clusters Score -386135.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -386159.125000 Penalty: 2726.246338
	Iteration 22Q: 3 clusters Score -386159.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -386178.218750 Penalty: 2726.246338
	Iteration 23Q: 3 clusters Score -386178.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -386199.062500 Penalty: 2726.246338
	Iteration 24Q: 3 clusters Score -386199.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -386218.375000 Penalty: 2726.246338
	Iteration 25Q: 3 clusters Score -386218.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -386237.968750 Penalty: 2726.246338
	Iteration 26Q: 3 clusters Score -386238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -386251.750000 Penalty: 2726.246338
	Iteration 27Q: 3 clusters Score -386251.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -386263.343750 Penalty: 2726.246338
	Iteration 28Q: 3 clusters Score -386263.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -386272.562500 Penalty: 2726.246338
	Iteration 29Q: 3 clusters Score -386272.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -386282.968750 Penalty: 2726.246338
	Iteration 30Q: 3 clusters Score -386283 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -386291.156250 Penalty: 2726.246338
	Iteration 31Q: 3 clusters Score -386291.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -386296.875000 Penalty: 2726.246338
	Iteration 32Q: 3 clusters Score -386296.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -386302.906250 Penalty: 2726.246338
	Iteration 33Q: 3 clusters Score -386302.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -386306.312500 Penalty: 2726.246338
	Iteration 34Q: 3 clusters Score -386306.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -386311.343750 Penalty: 2726.246338
	Iteration 35Q: 3 clusters Score -386311.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -386316.875000 Penalty: 2726.246338
	Iteration 36Q: 3 clusters Score -386316.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -386319.718750 Penalty: 2726.246338
	Iteration 37Q: 3 clusters Score -386319.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -386322.812500 Penalty: 2726.246338
	Iteration 38Q: 3 clusters Score -386322.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -386325.500000 Penalty: 2726.246338
	Iteration 39Q: 3 clusters Score -386325.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -386327.843750 Penalty: 2726.246338
	Iteration 40F: 3 clusters Score -386327.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -386331.000000 Penalty: 2726.246338
	Iteration 41Q: 3 clusters Score -386331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -386332.906250 Penalty: 2726.246338
	Iteration 42Q: 3 clusters Score -386332.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -386334.937500 Penalty: 2726.246338
	Iteration 43Q: 3 clusters Score -386334.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -386337.875000 Penalty: 2726.246338
	Iteration 44Q: 3 clusters Score -386337.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -386339.156250 Penalty: 2726.246338
	Iteration 45Q: 3 clusters Score -386339.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -386340.406250 Penalty: 2726.246338
	Iteration 46Q: 3 clusters Score -386340.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -386340.781250 Penalty: 2726.246338
	Iteration 47Q: 3 clusters Score -386340.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -386341.156250 Penalty: 2726.246338
	Iteration 48Q: 3 clusters Score -386341.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -386341.437500 Penalty: 2726.246338
	Iteration 49Q: 3 clusters Score -386341.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -386342.781250 Penalty: 2726.246338
	Iteration 50Q: 3 clusters Score -386342.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -386341.875000 Penalty: 2726.246338
	Iteration 51Q: 3 clusters Score -386341.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -386341.875000 Penalty: 2726.246338
	Iteration 52F: 3 clusters Score -386341.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Entering Unmasked Estep 
Score: -142259.609375 Penalty: 1203.787720
	Iteration 0F: 2 clusters Score -142259.6 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 820 members 
Entering Unmasked Estep 
Score: -140433.484375 Penalty: 2407.575439
	Iteration 0F: 3 clusters Score -140433.5 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -140816.578125 Penalty: 2407.575439
	Iteration 1F: 3 clusters Score -140816.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -140922.125000 Penalty: 2407.575439
	Iteration 2F: 3 clusters Score -140922.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -140991.562500 Penalty: 2407.575439
	Iteration 3Q: 3 clusters Score -140991.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -141042.500000 Penalty: 2407.575439
	Iteration 4Q: 3 clusters Score -141042.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -141088.406250 Penalty: 2407.575439
	Iteration 5Q: 3 clusters Score -141088.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -141135.859375 Penalty: 2407.575439
	Iteration 6Q: 3 clusters Score -141135.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -141188.656250 Penalty: 2407.575439
	Iteration 7Q: 3 clusters Score -141188.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -141247.468750 Penalty: 2407.575439
	Iteration 8Q: 3 clusters Score -141247.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -141354.468750 Penalty: 2407.575439
	Iteration 9Q: 3 clusters Score -141354.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -141555.015625 Penalty: 2407.575439
	Iteration 10Q: 3 clusters Score -141555 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -141891.781250 Penalty: 2407.575439
	Iteration 11Q: 3 clusters Score -141891.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -142074.015625 Penalty: 2407.575439
	Iteration 12Q: 3 clusters Score -142074 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -142163.531250 Penalty: 2407.575439
	Iteration 13Q: 3 clusters Score -142163.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -142194.140625 Penalty: 2407.575439
	Iteration 14Q: 3 clusters Score -142194.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -142214.531250 Penalty: 2407.575439
	Iteration 15Q: 3 clusters Score -142214.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -142233.859375 Penalty: 2407.575439
	Iteration 16Q: 3 clusters Score -142233.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -142249.328125 Penalty: 2407.575439
	Iteration 17Q: 3 clusters Score -142249.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -142261.578125 Penalty: 2407.575439
	Iteration 18Q: 3 clusters Score -142261.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -142280.046875 Penalty: 2407.575439
	Iteration 19Q: 3 clusters Score -142280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -142302.703125 Penalty: 2407.575439
	Iteration 20F: 3 clusters Score -142302.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -142325.062500 Penalty: 2407.575439
	Iteration 21Q: 3 clusters Score -142325.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -142357.703125 Penalty: 2407.575439
	Iteration 22Q: 3 clusters Score -142357.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -142413.468750 Penalty: 2407.575439
	Iteration 23Q: 3 clusters Score -142413.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -142482.203125 Penalty: 2407.575439
	Iteration 24Q: 3 clusters Score -142482.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -142552.453125 Penalty: 2407.575439
	Iteration 25Q: 3 clusters Score -142552.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -142592.406250 Penalty: 2407.575439
	Iteration 26Q: 3 clusters Score -142592.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -142622.250000 Penalty: 2407.575439
	Iteration 27Q: 3 clusters Score -142622.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -142634.312500 Penalty: 2407.575439
	Iteration 28Q: 3 clusters Score -142634.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -142642.953125 Penalty: 2407.575439
	Iteration 29Q: 3 clusters Score -142643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -142651.031250 Penalty: 2407.575439
	Iteration 30Q: 3 clusters Score -142651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -142652.171875 Penalty: 2407.575439
	Iteration 31Q: 3 clusters Score -142652.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -142652.171875 Penalty: 2407.575439
	Iteration 32F: 3 clusters Score -142652.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 8208 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 5988 members 
Mstep: Class 5 contains 22742 members 
Mstep: Class 6 contains 8584 members 
Mstep: Class 7 contains 14897 members 
Mstep: Class 8 contains 10891 members 
Mstep: Class 9 contains 5472 members 
Mstep: Class 10 contains 128270 members 
Mstep: Class 11 contains 18274 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 116848 members 
Mstep: Class 16 contains 86143 members 
Mstep: Class 17 contains 124999 members 
Mstep: Class 18 contains 39558 members 
Mstep: Class 19 contains 3645 members 
Mstep: Class 20 contains 6509 members 
Mstep: Class 21 contains 9617 members 
Mstep: Class 22 contains 70460 members 
Mstep: Class 23 contains 8500 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42343 members 
Mstep: Class 26 contains 1418 members 
Mstep: Class 27 contains 4396 members 
Mstep: Class 28 contains 1173 members 
Mstep: Class 29 contains 27393 members 
Mstep: Class 30 contains 60004 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 1747 members 
Mstep: Class 33 contains 1674 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1542 members 
Mstep: Class 36 contains 7579 members 
Mstep: Class 37 contains 1346 members 
Mstep: Class 38 contains 10990 members 
Mstep: Class 39 contains 4471 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 476 members 
Entering Unmasked Estep 
Score: -84441720.000000 Penalty: 91762.257812
Splitting cluster 28 changes total score from -84442272.000000 to -84441720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (27393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Entering Unmasked Estep 
Score: -2264348.500000 Penalty: 1660.431885
	Iteration 0F: 2 clusters Score -2264348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2245878.250000 Penalty: 3320.863770
	Iteration 0F: 3 clusters Score -2245878 nChanged 12569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2253315.250000 Penalty: 3320.863770
	Iteration 1F: 3 clusters Score -2253315 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -2254059.500000 Penalty: 3320.863770
	Iteration 2F: 3 clusters Score -2254060 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -2254850.750000 Penalty: 3320.863770
	Iteration 3F: 3 clusters Score -2254851 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -2255605.500000 Penalty: 3320.863770
	Iteration 4F: 3 clusters Score -2255606 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -2256344.750000 Penalty: 3320.863770
	Iteration 5F: 3 clusters Score -2256345 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -2257138.250000 Penalty: 3320.863770
	Iteration 6F: 3 clusters Score -2257138 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -2257921.000000 Penalty: 3320.863770
	Iteration 7F: 3 clusters Score -2257921 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -2258658.500000 Penalty: 3320.863770
	Iteration 8Q: 3 clusters Score -2258658 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2259377.000000 Penalty: 3320.863770
	Iteration 9Q: 3 clusters Score -2259377 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -2260059.000000 Penalty: 3320.863770
	Iteration 10Q: 3 clusters Score -2260059 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -2260667.750000 Penalty: 3320.863770
	Iteration 11Q: 3 clusters Score -2260668 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -2261188.750000 Penalty: 3320.863770
	Iteration 12Q: 3 clusters Score -2261189 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -2261575.750000 Penalty: 3320.863770
	Iteration 13Q: 3 clusters Score -2261576 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -2261877.500000 Penalty: 3320.863770
	Iteration 14Q: 3 clusters Score -2261878 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -2262088.500000 Penalty: 3320.863770
	Iteration 15Q: 3 clusters Score -2262088 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -2262254.000000 Penalty: 3320.863770
	Iteration 16Q: 3 clusters Score -2262254 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -2262412.500000 Penalty: 3320.863770
	Iteration 17Q: 3 clusters Score -2262412 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -2262559.500000 Penalty: 3320.863770
	Iteration 18Q: 3 clusters Score -2262560 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -2262692.250000 Penalty: 3320.863770
	Iteration 19Q: 3 clusters Score -2262692 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -2262802.500000 Penalty: 3320.863770
	Iteration 20F: 3 clusters Score -2262802 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -2262890.500000 Penalty: 3320.863770
	Iteration 21Q: 3 clusters Score -2262890 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -2263005.500000 Penalty: 3320.863770
	Iteration 22Q: 3 clusters Score -2263006 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -2263102.000000 Penalty: 3320.863770
	Iteration 23Q: 3 clusters Score -2263102 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -2263209.000000 Penalty: 3320.863770
	Iteration 24Q: 3 clusters Score -2263209 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -2263315.250000 Penalty: 3320.863770
	Iteration 25Q: 3 clusters Score -2263315 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -2263397.500000 Penalty: 3320.863770
	Iteration 26Q: 3 clusters Score -2263398 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -2263461.500000 Penalty: 3320.863770
	Iteration 27Q: 3 clusters Score -2263462 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -2263510.000000 Penalty: 3320.863770
	Iteration 28Q: 3 clusters Score -2263510 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -2263552.250000 Penalty: 3320.863770
	Iteration 29Q: 3 clusters Score -2263552 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -2263578.000000 Penalty: 3320.863770
	Iteration 30Q: 3 clusters Score -2263578 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -2263602.250000 Penalty: 3320.863770
	Iteration 31Q: 3 clusters Score -2263602 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -2263635.000000 Penalty: 3320.863770
	Iteration 32Q: 3 clusters Score -2263635 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -2263657.750000 Penalty: 3320.863770
	Iteration 33Q: 3 clusters Score -2263658 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -2263675.250000 Penalty: 3320.863770
	Iteration 34Q: 3 clusters Score -2263675 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -2263699.000000 Penalty: 3320.863770
	Iteration 35Q: 3 clusters Score -2263699 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -2263732.000000 Penalty: 3320.863770
	Iteration 36Q: 3 clusters Score -2263732 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -2263745.750000 Penalty: 3320.863770
	Iteration 37Q: 3 clusters Score -2263746 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -2263757.500000 Penalty: 3320.863770
	Iteration 38Q: 3 clusters Score -2263758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -2263763.250000 Penalty: 3320.863770
	Iteration 39Q: 3 clusters Score -2263763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -2263774.750000 Penalty: 3320.863770
	Iteration 40F: 3 clusters Score -2263775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -2263773.000000 Penalty: 3320.863770
	Iteration 41Q: 3 clusters Score -2263773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -2263778.250000 Penalty: 3320.863770
	Iteration 42Q: 3 clusters Score -2263778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -2263786.250000 Penalty: 3320.863770
	Iteration 43Q: 3 clusters Score -2263786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -2263782.250000 Penalty: 3320.863770
	Iteration 44Q: 3 clusters Score -2263782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -2263785.250000 Penalty: 3320.863770
	Iteration 45Q: 3 clusters Score -2263785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -2263787.750000 Penalty: 3320.863770
	Iteration 46Q: 3 clusters Score -2263788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -2263789.250000 Penalty: 3320.863770
	Iteration 47Q: 3 clusters Score -2263789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -2263795.500000 Penalty: 3320.863770
	Iteration 48Q: 3 clusters Score -2263796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -2263796.500000 Penalty: 3320.863770
	Iteration 49Q: 3 clusters Score -2263796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -2263796.250000 Penalty: 3320.863770
	Iteration 50Q: 3 clusters Score -2263796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -2263798.000000 Penalty: 3320.863770
	Iteration 51Q: 3 clusters Score -2263798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -2263801.750000 Penalty: 3320.863770
	Iteration 52Q: 3 clusters Score -2263802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -2263803.000000 Penalty: 3320.863770
	Iteration 53Q: 3 clusters Score -2263803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -2263805.250000 Penalty: 3320.863770
	Iteration 54Q: 3 clusters Score -2263805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -2263801.750000 Penalty: 3320.863770
	Iteration 55Q: 3 clusters Score -2263802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -2263804.250000 Penalty: 3320.863770
	Iteration 56Q: 3 clusters Score -2263804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -2263803.000000 Penalty: 3320.863770
	Iteration 57Q: 3 clusters Score -2263803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -2263805.000000 Penalty: 3320.863770
	Iteration 58Q: 3 clusters Score -2263805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -2263804.750000 Penalty: 3320.863770
	Iteration 59Q: 3 clusters Score -2263805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -2263805.500000 Penalty: 3320.863770
	Iteration 60F: 3 clusters Score -2263806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -2263806.000000 Penalty: 3320.863770
	Iteration 61Q: 3 clusters Score -2263806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -2263805.000000 Penalty: 3320.863770
	Iteration 62Q: 3 clusters Score -2263805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -2263810.500000 Penalty: 3320.863770
	Iteration 63Q: 3 clusters Score -2263810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -2263808.750000 Penalty: 3320.863770
	Iteration 64Q: 3 clusters Score -2263809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -2263811.000000 Penalty: 3320.863770
	Iteration 65Q: 3 clusters Score -2263811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -2263812.500000 Penalty: 3320.863770
	Iteration 66Q: 3 clusters Score -2263812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -2263812.500000 Penalty: 3320.863770
	Iteration 67F: 3 clusters Score -2263812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (60004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60004 members 
Entering Unmasked Estep 
Score: -5510278.000000 Penalty: 1787.852051
	Iteration 0F: 2 clusters Score -5510278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -5470423.000000 Penalty: 3575.704102
	Iteration 0F: 3 clusters Score -5470423 nChanged 28177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -5486691.000000 Penalty: 3575.704102
	Iteration 1F: 3 clusters Score -5486691 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -5487673.500000 Penalty: 3575.704102
	Iteration 2Q: 3 clusters Score -5487674 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -5489345.500000 Penalty: 3575.704102
	Iteration 3F: 3 clusters Score -5489346 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -5491966.000000 Penalty: 3575.704102
	Iteration 4F: 3 clusters Score -5491966 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 46566 members 
Entering Unmasked Estep 
Score: -5495864.500000 Penalty: 3575.704102
	Iteration 5F: 3 clusters Score -5495864 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 51427 members 
Entering Unmasked Estep 
Score: -5500377.500000 Penalty: 3575.704102
	Iteration 6F: 3 clusters Score -5500378 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 55413 members 
Entering Unmasked Estep 
Score: -5504292.500000 Penalty: 3575.704102
	Iteration 7F: 3 clusters Score -5504292 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 57927 members 
Entering Unmasked Estep 
Score: -5506728.000000 Penalty: 3575.704102
	Iteration 8Q: 3 clusters Score -5506728 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 59199 members 
Entering Unmasked Estep 
Score: -5508012.000000 Penalty: 3575.704102
	Iteration 9Q: 3 clusters Score -5508012 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 59623 members 
Entering Unmasked Estep 
Score: -5508422.500000 Penalty: 3575.704102
	Iteration 10Q: 3 clusters Score -5508422 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 59736 members 
Entering Unmasked Estep 
Score: -5508566.500000 Penalty: 3575.704102
	Iteration 11Q: 3 clusters Score -5508566 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 59774 members 
Entering Unmasked Estep 
Score: -5508632.500000 Penalty: 3575.704102
	Iteration 12Q: 3 clusters Score -5508632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 59788 members 
Entering Unmasked Estep 
Score: -5508658.500000 Penalty: 3575.704102
	Iteration 13Q: 3 clusters Score -5508658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 59795 members 
Entering Unmasked Estep 
Score: -5508684.500000 Penalty: 3575.704102
	Iteration 14Q: 3 clusters Score -5508684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 59805 members 
Entering Unmasked Estep 
Score: -5508707.000000 Penalty: 3575.704102
	Iteration 15Q: 3 clusters Score -5508707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 59814 members 
Entering Unmasked Estep 
Score: -5508715.000000 Penalty: 3575.704102
	Iteration 16Q: 3 clusters Score -5508715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 59815 members 
Entering Unmasked Estep 
Score: -5508727.500000 Penalty: 3575.704102
	Iteration 17Q: 3 clusters Score -5508728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 59816 members 
Entering Unmasked Estep 
Score: -5508727.000000 Penalty: 3575.704102
	Iteration 18Q: 3 clusters Score -5508727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 59817 members 
Entering Unmasked Estep 
Score: -5508731.000000 Penalty: 3575.704102
	Iteration 19Q: 3 clusters Score -5508731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 59818 members 
Entering Unmasked Estep 
Score: -5508732.500000 Penalty: 3575.704102
	Iteration 20F: 3 clusters Score -5508732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 59820 members 
Entering Unmasked Estep 
Score: -5508736.000000 Penalty: 3575.704102
	Iteration 21Q: 3 clusters Score -5508736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 59822 members 
Entering Unmasked Estep 
Score: -5508740.000000 Penalty: 3575.704102
	Iteration 22Q: 3 clusters Score -5508740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 59821 members 
Entering Unmasked Estep 
Score: -5508740.500000 Penalty: 3575.704102
	Iteration 23Q: 3 clusters Score -5508740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 59821 members 
Entering Unmasked Estep 
Score: -5508740.500000 Penalty: 3575.704102
	Iteration 24F: 3 clusters Score -5508740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Entering Unmasked Estep 
Score: -105420.781250 Penalty: 1161.606201
	Iteration 0F: 2 clusters Score -105420.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -103793.906250 Penalty: 2323.212402
	Iteration 0F: 3 clusters Score -103793.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -104119.171875 Penalty: 2323.212402
	Iteration 1F: 3 clusters Score -104119.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -104253.171875 Penalty: 2323.212402
	Iteration 2F: 3 clusters Score -104253.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -104367.585938 Penalty: 2323.212402
	Iteration 3F: 3 clusters Score -104367.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -104457.398438 Penalty: 2323.212402
	Iteration 4F: 3 clusters Score -104457.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -104508.625000 Penalty: 2323.212402
	Iteration 5Q: 3 clusters Score -104508.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -104547.625000 Penalty: 2323.212402
	Iteration 6Q: 3 clusters Score -104547.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -104583.203125 Penalty: 2323.212402
	Iteration 7Q: 3 clusters Score -104583.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -104607.781250 Penalty: 2323.212402
	Iteration 8Q: 3 clusters Score -104607.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -104627.984375 Penalty: 2323.212402
	Iteration 9Q: 3 clusters Score -104628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -104648.281250 Penalty: 2323.212402
	Iteration 10Q: 3 clusters Score -104648.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -104669.039062 Penalty: 2323.212402
	Iteration 11Q: 3 clusters Score -104669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -104684.601562 Penalty: 2323.212402
	Iteration 12Q: 3 clusters Score -104684.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -104702.953125 Penalty: 2323.212402
	Iteration 13Q: 3 clusters Score -104703 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -104722.734375 Penalty: 2323.212402
	Iteration 14Q: 3 clusters Score -104722.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -104744.078125 Penalty: 2323.212402
	Iteration 15Q: 3 clusters Score -104744.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -104780.367188 Penalty: 2323.212402
	Iteration 16Q: 3 clusters Score -104780.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -104816.132812 Penalty: 2323.212402
	Iteration 17Q: 3 clusters Score -104816.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -104885.492188 Penalty: 2323.212402
	Iteration 18Q: 3 clusters Score -104885.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -105020.851562 Penalty: 2323.212402
	Iteration 19Q: 3 clusters Score -105020.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -105188.085938 Penalty: 2323.212402
	Iteration 20F: 3 clusters Score -105188.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -105328.945312 Penalty: 2323.212402
	Iteration 21Q: 3 clusters Score -105328.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -105360.304688 Penalty: 2323.212402
	Iteration 22Q: 3 clusters Score -105360.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -105368.929688 Penalty: 2323.212402
	Iteration 23Q: 3 clusters Score -105368.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -105369.804688 Penalty: 2323.212402
	Iteration 24Q: 3 clusters Score -105369.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -105370.148438 Penalty: 2323.212402
	Iteration 25Q: 3 clusters Score -105370.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -105372.437500 Penalty: 2323.212402
	Iteration 26Q: 3 clusters Score -105372.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -105372.640625 Penalty: 2323.212402
	Iteration 27Q: 3 clusters Score -105372.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -105373.562500 Penalty: 2323.212402
	Iteration 28Q: 3 clusters Score -105373.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -105373.562500 Penalty: 2323.212402
	Iteration 29F: 3 clusters Score -105373.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Entering Unmasked Estep 
Score: -124178.765625 Penalty: 1213.168945
	Iteration 0F: 2 clusters Score -124178.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -122274.039062 Penalty: 2426.337891
	Iteration 0F: 3 clusters Score -122274 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -122808.484375 Penalty: 2426.337891
	Iteration 1F: 3 clusters Score -122808.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -123007.351562 Penalty: 2426.337891
	Iteration 2F: 3 clusters Score -123007.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -123146.507812 Penalty: 2426.337891
	Iteration 3F: 3 clusters Score -123146.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -123275.257812 Penalty: 2426.337891
	Iteration 4F: 3 clusters Score -123275.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -123383.703125 Penalty: 2426.337891
	Iteration 5Q: 3 clusters Score -123383.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -123460.296875 Penalty: 2426.337891
	Iteration 6Q: 3 clusters Score -123460.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -123518.648438 Penalty: 2426.337891
	Iteration 7Q: 3 clusters Score -123518.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -123563.101562 Penalty: 2426.337891
	Iteration 8Q: 3 clusters Score -123563.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -123599.429688 Penalty: 2426.337891
	Iteration 9Q: 3 clusters Score -123599.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -123614.023438 Penalty: 2426.337891
	Iteration 10Q: 3 clusters Score -123614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -123635.335938 Penalty: 2426.337891
	Iteration 11Q: 3 clusters Score -123635.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -123658.125000 Penalty: 2426.337891
	Iteration 12Q: 3 clusters Score -123658.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -123676.890625 Penalty: 2426.337891
	Iteration 13Q: 3 clusters Score -123676.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -123712.062500 Penalty: 2426.337891
	Iteration 14Q: 3 clusters Score -123712.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -123749.640625 Penalty: 2426.337891
	Iteration 15Q: 3 clusters Score -123749.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -123767.484375 Penalty: 2426.337891
	Iteration 16Q: 3 clusters Score -123767.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -123782.710938 Penalty: 2426.337891
	Iteration 17Q: 3 clusters Score -123782.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -123792.835938 Penalty: 2426.337891
	Iteration 18Q: 3 clusters Score -123792.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -123798.281250 Penalty: 2426.337891
	Iteration 19Q: 3 clusters Score -123798.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -123818.718750 Penalty: 2426.337891
	Iteration 20F: 3 clusters Score -123818.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -123859.242188 Penalty: 2426.337891
	Iteration 21Q: 3 clusters Score -123859.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -123910.906250 Penalty: 2426.337891
	Iteration 22Q: 3 clusters Score -123910.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -123951.406250 Penalty: 2426.337891
	Iteration 23Q: 3 clusters Score -123951.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -123989.914062 Penalty: 2426.337891
	Iteration 24Q: 3 clusters Score -123989.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -124052.203125 Penalty: 2426.337891
	Iteration 25Q: 3 clusters Score -124052.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -124094.601562 Penalty: 2426.337891
	Iteration 26Q: 3 clusters Score -124094.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -124128.812500 Penalty: 2426.337891
	Iteration 27Q: 3 clusters Score -124128.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -124151.007812 Penalty: 2426.337891
	Iteration 28Q: 3 clusters Score -124151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -124165.234375 Penalty: 2426.337891
	Iteration 29Q: 3 clusters Score -124165.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -124172.085938 Penalty: 2426.337891
	Iteration 30Q: 3 clusters Score -124172.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -124178.632812 Penalty: 2426.337891
	Iteration 31Q: 3 clusters Score -124178.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -124185.710938 Penalty: 2426.337891
	Iteration 32Q: 3 clusters Score -124185.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -124187.375000 Penalty: 2426.337891
	Iteration 33Q: 3 clusters Score -124187.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -124189.101562 Penalty: 2426.337891
	Iteration 34Q: 3 clusters Score -124189.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -124190.875000 Penalty: 2426.337891
	Iteration 35Q: 3 clusters Score -124190.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -124192.218750 Penalty: 2426.337891
	Iteration 36Q: 3 clusters Score -124192.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -124192.992188 Penalty: 2426.337891
	Iteration 37Q: 3 clusters Score -124193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -124192.992188 Penalty: 2426.337891
	Iteration 38F: 3 clusters Score -124193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 8208 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 5988 members 
Mstep: Class 5 contains 22742 members 
Mstep: Class 6 contains 8584 members 
Mstep: Class 7 contains 14897 members 
Mstep: Class 8 contains 10891 members 
Mstep: Class 9 contains 5472 members 
Mstep: Class 10 contains 128270 members 
Mstep: Class 11 contains 18274 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 116848 members 
Mstep: Class 16 contains 86143 members 
Mstep: Class 17 contains 124999 members 
Mstep: Class 18 contains 39558 members 
Mstep: Class 19 contains 3645 members 
Mstep: Class 20 contains 6509 members 
Mstep: Class 21 contains 9617 members 
Mstep: Class 22 contains 70460 members 
Mstep: Class 23 contains 8500 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42343 members 
Mstep: Class 26 contains 1418 members 
Mstep: Class 27 contains 4396 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27393 members 
Mstep: Class 30 contains 60004 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 793 members 
Mstep: Class 33 contains 1674 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1542 members 
Mstep: Class 36 contains 7579 members 
Mstep: Class 37 contains 1346 members 
Mstep: Class 38 contains 10990 members 
Mstep: Class 39 contains 4471 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 954 members 
Entering Unmasked Estep 
Score: -84441288.000000 Penalty: 91762.257812
Splitting cluster 32 changes total score from -84442272.000000 to -84441288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (1674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Entering Unmasked Estep 
Score: -143602.531250 Penalty: 1206.232788
	Iteration 0F: 2 clusters Score -143602.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -141716.718750 Penalty: 2412.465576
	Iteration 0F: 3 clusters Score -141716.7 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -142134.531250 Penalty: 2412.465576
	Iteration 1F: 3 clusters Score -142134.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -142287.828125 Penalty: 2412.465576
	Iteration 2F: 3 clusters Score -142287.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -142418.562500 Penalty: 2412.465576
	Iteration 3F: 3 clusters Score -142418.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -142536.000000 Penalty: 2412.465576
	Iteration 4F: 3 clusters Score -142536 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -142593.312500 Penalty: 2412.465576
	Iteration 5Q: 3 clusters Score -142593.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -142637.953125 Penalty: 2412.465576
	Iteration 6Q: 3 clusters Score -142638 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -142685.093750 Penalty: 2412.465576
	Iteration 7Q: 3 clusters Score -142685.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -142716.187500 Penalty: 2412.465576
	Iteration 8Q: 3 clusters Score -142716.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -142739.062500 Penalty: 2412.465576
	Iteration 9Q: 3 clusters Score -142739.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -142762.984375 Penalty: 2412.465576
	Iteration 10Q: 3 clusters Score -142763 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -142781.953125 Penalty: 2412.465576
	Iteration 11Q: 3 clusters Score -142782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -142794.203125 Penalty: 2412.465576
	Iteration 12Q: 3 clusters Score -142794.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -142806.125000 Penalty: 2412.465576
	Iteration 13Q: 3 clusters Score -142806.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -142818.671875 Penalty: 2412.465576
	Iteration 14Q: 3 clusters Score -142818.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -142836.515625 Penalty: 2412.465576
	Iteration 15Q: 3 clusters Score -142836.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -142857.140625 Penalty: 2412.465576
	Iteration 16Q: 3 clusters Score -142857.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -142880.578125 Penalty: 2412.465576
	Iteration 17Q: 3 clusters Score -142880.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -142905.500000 Penalty: 2412.465576
	Iteration 18Q: 3 clusters Score -142905.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -142936.156250 Penalty: 2412.465576
	Iteration 19Q: 3 clusters Score -142936.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -142969.656250 Penalty: 2412.465576
	Iteration 20F: 3 clusters Score -142969.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -142999.062500 Penalty: 2412.465576
	Iteration 21Q: 3 clusters Score -142999.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -143013.687500 Penalty: 2412.465576
	Iteration 22Q: 3 clusters Score -143013.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -143019.265625 Penalty: 2412.465576
	Iteration 23Q: 3 clusters Score -143019.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -143020.250000 Penalty: 2412.465576
	Iteration 24Q: 3 clusters Score -143020.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -143020.250000 Penalty: 2412.465576
	Iteration 25F: 3 clusters Score -143020.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -170934.968750 Penalty: 1235.714355
	Iteration 0F: 2 clusters Score -170935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -168860.906250 Penalty: 2471.428711
	Iteration 0F: 3 clusters Score -168860.9 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -169367.265625 Penalty: 2471.428711
	Iteration 1F: 3 clusters Score -169367.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -169588.703125 Penalty: 2471.428711
	Iteration 2F: 3 clusters Score -169588.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -169817.437500 Penalty: 2471.428711
	Iteration 3F: 3 clusters Score -169817.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -170067.187500 Penalty: 2471.428711
	Iteration 4F: 3 clusters Score -170067.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -170257.375000 Penalty: 2471.428711
	Iteration 5F: 3 clusters Score -170257.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -170332.140625 Penalty: 2471.428711
	Iteration 6Q: 3 clusters Score -170332.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -170408.984375 Penalty: 2471.428711
	Iteration 7Q: 3 clusters Score -170409 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -170495.203125 Penalty: 2471.428711
	Iteration 8Q: 3 clusters Score -170495.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -170599.218750 Penalty: 2471.428711
	Iteration 9Q: 3 clusters Score -170599.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -170684.796875 Penalty: 2471.428711
	Iteration 10Q: 3 clusters Score -170684.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -170745.781250 Penalty: 2471.428711
	Iteration 11Q: 3 clusters Score -170745.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -170786.906250 Penalty: 2471.428711
	Iteration 12Q: 3 clusters Score -170786.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -170833.828125 Penalty: 2471.428711
	Iteration 13Q: 3 clusters Score -170833.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -170871.484375 Penalty: 2471.428711
	Iteration 14Q: 3 clusters Score -170871.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -170903.843750 Penalty: 2471.428711
	Iteration 15Q: 3 clusters Score -170903.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -170920.046875 Penalty: 2471.428711
	Iteration 16Q: 3 clusters Score -170920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -170930.843750 Penalty: 2471.428711
	Iteration 17Q: 3 clusters Score -170930.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -170939.781250 Penalty: 2471.428711
	Iteration 18Q: 3 clusters Score -170939.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -170943.031250 Penalty: 2471.428711
	Iteration 19Q: 3 clusters Score -170943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -170947.062500 Penalty: 2471.428711
	Iteration 20F: 3 clusters Score -170947.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -170947.828125 Penalty: 2471.428711
	Iteration 21Q: 3 clusters Score -170947.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -170948.140625 Penalty: 2471.428711
	Iteration 22Q: 3 clusters Score -170948.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -170948.140625 Penalty: 2471.428711
	Iteration 23F: 3 clusters Score -170948.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 8208 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 5988 members 
Mstep: Class 5 contains 22742 members 
Mstep: Class 6 contains 8584 members 
Mstep: Class 7 contains 14897 members 
Mstep: Class 8 contains 10891 members 
Mstep: Class 9 contains 5472 members 
Mstep: Class 10 contains 128270 members 
Mstep: Class 11 contains 18274 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 116848 members 
Mstep: Class 16 contains 86143 members 
Mstep: Class 17 contains 124999 members 
Mstep: Class 18 contains 39558 members 
Mstep: Class 19 contains 3645 members 
Mstep: Class 20 contains 6509 members 
Mstep: Class 21 contains 9617 members 
Mstep: Class 22 contains 70460 members 
Mstep: Class 23 contains 8500 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42343 members 
Mstep: Class 26 contains 1418 members 
Mstep: Class 27 contains 4396 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27393 members 
Mstep: Class 30 contains 60004 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 1747 members 
Mstep: Class 33 contains 1674 members 
Mstep: Class 34 contains 805 members 
Mstep: Class 35 contains 1542 members 
Mstep: Class 36 contains 7579 members 
Mstep: Class 37 contains 1346 members 
Mstep: Class 38 contains 10990 members 
Mstep: Class 39 contains 4471 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 1202 members 
Entering Unmasked Estep 
Score: -84441280.000000 Penalty: 91762.257812
Splitting cluster 34 changes total score from -84442272.000000 to -84441280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (1542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Entering Unmasked Estep 
Score: -131836.953125 Penalty: 1192.885742
	Iteration 0F: 2 clusters Score -131837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -130048.570312 Penalty: 2385.771484
	Iteration 0F: 3 clusters Score -130048.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -130387.843750 Penalty: 2385.771484
	Iteration 1F: 3 clusters Score -130387.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -130489.734375 Penalty: 2385.771484
	Iteration 2F: 3 clusters Score -130489.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -130559.875000 Penalty: 2385.771484
	Iteration 3F: 3 clusters Score -130559.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -130603.851562 Penalty: 2385.771484
	Iteration 4Q: 3 clusters Score -130603.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -130639.484375 Penalty: 2385.771484
	Iteration 5Q: 3 clusters Score -130639.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -130677.125000 Penalty: 2385.771484
	Iteration 6Q: 3 clusters Score -130677.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -130717.960938 Penalty: 2385.771484
	Iteration 7Q: 3 clusters Score -130718 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -130753.468750 Penalty: 2385.771484
	Iteration 8Q: 3 clusters Score -130753.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -130789.539062 Penalty: 2385.771484
	Iteration 9Q: 3 clusters Score -130789.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -130827.171875 Penalty: 2385.771484
	Iteration 10Q: 3 clusters Score -130827.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -130865.257812 Penalty: 2385.771484
	Iteration 11Q: 3 clusters Score -130865.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -130903.953125 Penalty: 2385.771484
	Iteration 12Q: 3 clusters Score -130904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -130925.281250 Penalty: 2385.771484
	Iteration 13Q: 3 clusters Score -130925.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -130943.578125 Penalty: 2385.771484
	Iteration 14Q: 3 clusters Score -130943.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -130955.945312 Penalty: 2385.771484
	Iteration 15Q: 3 clusters Score -130955.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -130966.632812 Penalty: 2385.771484
	Iteration 16Q: 3 clusters Score -130966.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -130975.765625 Penalty: 2385.771484
	Iteration 17Q: 3 clusters Score -130975.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -130987.562500 Penalty: 2385.771484
	Iteration 18Q: 3 clusters Score -130987.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -131005.914062 Penalty: 2385.771484
	Iteration 19Q: 3 clusters Score -131005.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -131027.609375 Penalty: 2385.771484
	Iteration 20F: 3 clusters Score -131027.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -131053.375000 Penalty: 2385.771484
	Iteration 21Q: 3 clusters Score -131053.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -131075.437500 Penalty: 2385.771484
	Iteration 22Q: 3 clusters Score -131075.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -131092.718750 Penalty: 2385.771484
	Iteration 23Q: 3 clusters Score -131092.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -131102.734375 Penalty: 2385.771484
	Iteration 24Q: 3 clusters Score -131102.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -131113.640625 Penalty: 2385.771484
	Iteration 25Q: 3 clusters Score -131113.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -131120.546875 Penalty: 2385.771484
	Iteration 26Q: 3 clusters Score -131120.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -131124.234375 Penalty: 2385.771484
	Iteration 27Q: 3 clusters Score -131124.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -131130.046875 Penalty: 2385.771484
	Iteration 28Q: 3 clusters Score -131130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -131136.812500 Penalty: 2385.771484
	Iteration 29Q: 3 clusters Score -131136.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -131144.468750 Penalty: 2385.771484
	Iteration 30Q: 3 clusters Score -131144.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -131155.234375 Penalty: 2385.771484
	Iteration 31Q: 3 clusters Score -131155.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -131165.046875 Penalty: 2385.771484
	Iteration 32Q: 3 clusters Score -131165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -131182.203125 Penalty: 2385.771484
	Iteration 33Q: 3 clusters Score -131182.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -131214.234375 Penalty: 2385.771484
	Iteration 34Q: 3 clusters Score -131214.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -131275.234375 Penalty: 2385.771484
	Iteration 35Q: 3 clusters Score -131275.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -131360.640625 Penalty: 2385.771484
	Iteration 36Q: 3 clusters Score -131360.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -131428.062500 Penalty: 2385.771484
	Iteration 37Q: 3 clusters Score -131428.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -131456.843750 Penalty: 2385.771484
	Iteration 38Q: 3 clusters Score -131456.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -131470.828125 Penalty: 2385.771484
	Iteration 39Q: 3 clusters Score -131470.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -131476.296875 Penalty: 2385.771484
	Iteration 40F: 3 clusters Score -131476.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -131480.375000 Penalty: 2385.771484
	Iteration 41Q: 3 clusters Score -131480.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -131482.515625 Penalty: 2385.771484
	Iteration 42Q: 3 clusters Score -131482.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -131483.750000 Penalty: 2385.771484
	Iteration 43Q: 3 clusters Score -131483.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -131483.750000 Penalty: 2385.771484
	Iteration 44F: 3 clusters Score -131483.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (7579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Entering Unmasked Estep 
Score: -700106.687500 Penalty: 1451.634766
	Iteration 0F: 2 clusters Score -700106.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -694507.687500 Penalty: 2903.269531
	Iteration 0F: 3 clusters Score -694507.7 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -696212.875000 Penalty: 2903.269531
	Iteration 1F: 3 clusters Score -696212.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -696432.437500 Penalty: 2903.269531
	Iteration 2F: 3 clusters Score -696432.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -696570.812500 Penalty: 2903.269531
	Iteration 3Q: 3 clusters Score -696570.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -696665.750000 Penalty: 2903.269531
	Iteration 4Q: 3 clusters Score -696665.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -696752.000000 Penalty: 2903.269531
	Iteration 5Q: 3 clusters Score -696752 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -696817.437500 Penalty: 2903.269531
	Iteration 6Q: 3 clusters Score -696817.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -696866.125000 Penalty: 2903.269531
	Iteration 7Q: 3 clusters Score -696866.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -696898.687500 Penalty: 2903.269531
	Iteration 8Q: 3 clusters Score -696898.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -696928.625000 Penalty: 2903.269531
	Iteration 9Q: 3 clusters Score -696928.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -696959.250000 Penalty: 2903.269531
	Iteration 10Q: 3 clusters Score -696959.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -697000.875000 Penalty: 2903.269531
	Iteration 11Q: 3 clusters Score -697000.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -697047.875000 Penalty: 2903.269531
	Iteration 12Q: 3 clusters Score -697047.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -697096.125000 Penalty: 2903.269531
	Iteration 13Q: 3 clusters Score -697096.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -697143.437500 Penalty: 2903.269531
	Iteration 14Q: 3 clusters Score -697143.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -697193.187500 Penalty: 2903.269531
	Iteration 15Q: 3 clusters Score -697193.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -697242.562500 Penalty: 2903.269531
	Iteration 16Q: 3 clusters Score -697242.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -697295.687500 Penalty: 2903.269531
	Iteration 17Q: 3 clusters Score -697295.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -697353.125000 Penalty: 2903.269531
	Iteration 18Q: 3 clusters Score -697353.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -697410.687500 Penalty: 2903.269531
	Iteration 19Q: 3 clusters Score -697410.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -697481.750000 Penalty: 2903.269531
	Iteration 20F: 3 clusters Score -697481.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -697535.937500 Penalty: 2903.269531
	Iteration 21Q: 3 clusters Score -697535.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -697592.875000 Penalty: 2903.269531
	Iteration 22Q: 3 clusters Score -697592.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -697670.000000 Penalty: 2903.269531
	Iteration 23Q: 3 clusters Score -697670 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -697738.937500 Penalty: 2903.269531
	Iteration 24Q: 3 clusters Score -697738.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -697799.687500 Penalty: 2903.269531
	Iteration 25Q: 3 clusters Score -697799.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -697862.812500 Penalty: 2903.269531
	Iteration 26Q: 3 clusters Score -697862.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -697934.250000 Penalty: 2903.269531
	Iteration 27Q: 3 clusters Score -697934.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -698017.187500 Penalty: 2903.269531
	Iteration 28Q: 3 clusters Score -698017.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -698101.312500 Penalty: 2903.269531
	Iteration 29Q: 3 clusters Score -698101.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -698209.062500 Penalty: 2903.269531
	Iteration 30Q: 3 clusters Score -698209.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -698317.687500 Penalty: 2903.269531
	Iteration 31Q: 3 clusters Score -698317.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -698404.187500 Penalty: 2903.269531
	Iteration 32Q: 3 clusters Score -698404.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -698477.312500 Penalty: 2903.269531
	Iteration 33Q: 3 clusters Score -698477.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -698526.562500 Penalty: 2903.269531
	Iteration 34Q: 3 clusters Score -698526.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -698560.750000 Penalty: 2903.269531
	Iteration 35Q: 3 clusters Score -698560.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -698603.250000 Penalty: 2903.269531
	Iteration 36Q: 3 clusters Score -698603.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -698633.875000 Penalty: 2903.269531
	Iteration 37Q: 3 clusters Score -698633.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -698654.312500 Penalty: 2903.269531
	Iteration 38Q: 3 clusters Score -698654.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -698668.250000 Penalty: 2903.269531
	Iteration 39Q: 3 clusters Score -698668.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -698679.375000 Penalty: 2903.269531
	Iteration 40F: 3 clusters Score -698679.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -698692.375000 Penalty: 2903.269531
	Iteration 41Q: 3 clusters Score -698692.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -698705.562500 Penalty: 2903.269531
	Iteration 42Q: 3 clusters Score -698705.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -698721.875000 Penalty: 2903.269531
	Iteration 43Q: 3 clusters Score -698721.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -698734.562500 Penalty: 2903.269531
	Iteration 44Q: 3 clusters Score -698734.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -698744.437500 Penalty: 2903.269531
	Iteration 45Q: 3 clusters Score -698744.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -698752.875000 Penalty: 2903.269531
	Iteration 46Q: 3 clusters Score -698752.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -698760.562500 Penalty: 2903.269531
	Iteration 47Q: 3 clusters Score -698760.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -698764.937500 Penalty: 2903.269531
	Iteration 48Q: 3 clusters Score -698764.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -698772.437500 Penalty: 2903.269531
	Iteration 49Q: 3 clusters Score -698772.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -698778.625000 Penalty: 2903.269531
	Iteration 50Q: 3 clusters Score -698778.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -698780.000000 Penalty: 2903.269531
	Iteration 51Q: 3 clusters Score -698780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -698785.437500 Penalty: 2903.269531
	Iteration 52Q: 3 clusters Score -698785.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -698788.125000 Penalty: 2903.269531
	Iteration 53Q: 3 clusters Score -698788.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -698792.000000 Penalty: 2903.269531
	Iteration 54Q: 3 clusters Score -698792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -698793.875000 Penalty: 2903.269531
	Iteration 55Q: 3 clusters Score -698793.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -698794.312500 Penalty: 2903.269531
	Iteration 56Q: 3 clusters Score -698794.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -698796.187500 Penalty: 2903.269531
	Iteration 57Q: 3 clusters Score -698796.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -698797.187500 Penalty: 2903.269531
	Iteration 58Q: 3 clusters Score -698797.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -698797.187500 Penalty: 2903.269531
	Iteration 59F: 3 clusters Score -698797.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -99344.835938 Penalty: 1170.795044
	Iteration 0F: 2 clusters Score -99344.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -97708.343750 Penalty: 2341.590088
	Iteration 0F: 3 clusters Score -97708.34 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -98334.640625 Penalty: 2341.590088
	Iteration 1F: 3 clusters Score -98334.64 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -98772.398438 Penalty: 2341.590088
	Iteration 2F: 3 clusters Score -98772.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -99295.781250 Penalty: 2341.590088
	Iteration 3F: 3 clusters Score -99295.78 nChanged 90
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: -99591.140625 Penalty: 2341.590088
	Iteration 4F: 3 clusters Score -99591.14 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -99709.242188 Penalty: 2341.590088
	Iteration 5Q: 3 clusters Score -99709.24 nChanged 32
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: -99756.906250 Penalty: 2341.590088
	Iteration 6Q: 3 clusters Score -99756.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -99773.195312 Penalty: 2341.590088
	Iteration 7Q: 3 clusters Score -99773.2 nChanged 9
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: -99782.359375 Penalty: 2341.590088
	Iteration 8Q: 3 clusters Score -99782.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -99786.015625 Penalty: 2341.590088
	Iteration 9Q: 3 clusters Score -99786.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -99786.015625 Penalty: 2341.590088
	Iteration 10F: 3 clusters Score -99786.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 8208 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 5988 members 
Mstep: Class 5 contains 22742 members 
Mstep: Class 6 contains 8584 members 
Mstep: Class 7 contains 14897 members 
Mstep: Class 8 contains 10891 members 
Mstep: Class 9 contains 5472 members 
Mstep: Class 10 contains 128270 members 
Mstep: Class 11 contains 18274 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 116848 members 
Mstep: Class 16 contains 86143 members 
Mstep: Class 17 contains 124999 members 
Mstep: Class 18 contains 39558 members 
Mstep: Class 19 contains 3645 members 
Mstep: Class 20 contains 6509 members 
Mstep: Class 21 contains 9617 members 
Mstep: Class 22 contains 70460 members 
Mstep: Class 23 contains 8500 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42343 members 
Mstep: Class 26 contains 1418 members 
Mstep: Class 27 contains 4396 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27393 members 
Mstep: Class 30 contains 60004 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 1747 members 
Mstep: Class 33 contains 1674 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1542 members 
Mstep: Class 36 contains 7579 members 
Mstep: Class 37 contains 597 members 
Mstep: Class 38 contains 10990 members 
Mstep: Class 39 contains 4471 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 749 members 
Entering Unmasked Estep 
Score: -84441624.000000 Penalty: 91762.257812
Splitting cluster 37 changes total score from -84442272.000000 to -84441624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (10990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Entering Unmasked Estep 
Score: -971293.500000 Penalty: 1512.020386
	Iteration 0F: 2 clusters Score -971293.5 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 5545 members 
Entering Unmasked Estep 
Score: -963568.875000 Penalty: 3024.040771
	Iteration 0F: 3 clusters Score -963568.9 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -966431.000000 Penalty: 3024.040771
	Iteration 1F: 3 clusters Score -966431 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -967134.312500 Penalty: 3024.040771
	Iteration 2F: 3 clusters Score -967134.3 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -967929.625000 Penalty: 3024.040771
	Iteration 3F: 3 clusters Score -967929.6 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -968670.687500 Penalty: 3024.040771
	Iteration 4F: 3 clusters Score -968670.7 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -969326.375000 Penalty: 3024.040771
	Iteration 5F: 3 clusters Score -969326.4 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -969878.687500 Penalty: 3024.040771
	Iteration 6F: 3 clusters Score -969878.7 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -970257.000000 Penalty: 3024.040771
	Iteration 7Q: 3 clusters Score -970257 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -970520.875000 Penalty: 3024.040771
	Iteration 8Q: 3 clusters Score -970520.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -970728.687500 Penalty: 3024.040771
	Iteration 9Q: 3 clusters Score -970728.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -970891.187500 Penalty: 3024.040771
	Iteration 10Q: 3 clusters Score -970891.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -971017.375000 Penalty: 3024.040771
	Iteration 11Q: 3 clusters Score -971017.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -971128.625000 Penalty: 3024.040771
	Iteration 12Q: 3 clusters Score -971128.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -971235.187500 Penalty: 3024.040771
	Iteration 13Q: 3 clusters Score -971235.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -971339.750000 Penalty: 3024.040771
	Iteration 14Q: 3 clusters Score -971339.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -971417.812500 Penalty: 3024.040771
	Iteration 15Q: 3 clusters Score -971417.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -971483.000000 Penalty: 3024.040771
	Iteration 16Q: 3 clusters Score -971483 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -971527.937500 Penalty: 3024.040771
	Iteration 17Q: 3 clusters Score -971527.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -971564.125000 Penalty: 3024.040771
	Iteration 18Q: 3 clusters Score -971564.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -971592.500000 Penalty: 3024.040771
	Iteration 19Q: 3 clusters Score -971592.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -971619.062500 Penalty: 3024.040771
	Iteration 20F: 3 clusters Score -971619.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -971633.937500 Penalty: 3024.040771
	Iteration 21Q: 3 clusters Score -971633.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -971640.062500 Penalty: 3024.040771
	Iteration 22Q: 3 clusters Score -971640.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -971641.062500 Penalty: 3024.040771
	Iteration 23Q: 3 clusters Score -971641.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -971642.562500 Penalty: 3024.040771
	Iteration 24Q: 3 clusters Score -971642.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -971643.125000 Penalty: 3024.040771
	Iteration 25Q: 3 clusters Score -971643.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -971642.750000 Penalty: 3024.040771
	Iteration 26Q: 3 clusters Score -971642.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -971643.500000 Penalty: 3024.040771
	Iteration 27Q: 3 clusters Score -971643.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -971644.625000 Penalty: 3024.040771
	Iteration 28Q: 3 clusters Score -971644.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -971645.875000 Penalty: 3024.040771
	Iteration 29Q: 3 clusters Score -971645.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -971644.562500 Penalty: 3024.040771
	Iteration 30Q: 3 clusters Score -971644.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -971644.500000 Penalty: 3024.040771
	Iteration 31Q: 3 clusters Score -971644.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -971644.500000 Penalty: 3024.040771
	Iteration 32F: 3 clusters Score -971644.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 8208 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 5988 members 
Mstep: Class 5 contains 22742 members 
Mstep: Class 6 contains 8584 members 
Mstep: Class 7 contains 14897 members 
Mstep: Class 8 contains 10891 members 
Mstep: Class 9 contains 5472 members 
Mstep: Class 10 contains 128270 members 
Mstep: Class 11 contains 18274 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 116848 members 
Mstep: Class 16 contains 86143 members 
Mstep: Class 17 contains 124999 members 
Mstep: Class 18 contains 39558 members 
Mstep: Class 19 contains 3645 members 
Mstep: Class 20 contains 6509 members 
Mstep: Class 21 contains 9617 members 
Mstep: Class 22 contains 70460 members 
Mstep: Class 23 contains 8500 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42343 members 
Mstep: Class 26 contains 1418 members 
Mstep: Class 27 contains 4396 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27393 members 
Mstep: Class 30 contains 60004 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 1747 members 
Mstep: Class 33 contains 1674 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1542 members 
Mstep: Class 36 contains 7579 members 
Mstep: Class 37 contains 1346 members 
Mstep: Class 38 contains 7195 members 
Mstep: Class 39 contains 4471 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 3795 members 
Entering Unmasked Estep 
Score: -84441976.000000 Penalty: 91762.257812
Splitting cluster 38 changes total score from -84442272.000000 to -84441976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (4471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Entering Unmasked Estep 
Score: -385234.968750 Penalty: 1365.872070
	Iteration 0F: 2 clusters Score -385235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -381549.375000 Penalty: 2731.744141
	Iteration 0F: 3 clusters Score -381549.4 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -382644.875000 Penalty: 2731.744141
	Iteration 1F: 3 clusters Score -382644.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -382878.875000 Penalty: 2731.744141
	Iteration 2F: 3 clusters Score -382878.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -383077.062500 Penalty: 2731.744141
	Iteration 3F: 3 clusters Score -383077.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -383290.250000 Penalty: 2731.744141
	Iteration 4F: 3 clusters Score -383290.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -383558.500000 Penalty: 2731.744141
	Iteration 5F: 3 clusters Score -383558.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -383859.531250 Penalty: 2731.744141
	Iteration 6F: 3 clusters Score -383859.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -384235.031250 Penalty: 2731.744141
	Iteration 7F: 3 clusters Score -384235 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -384546.718750 Penalty: 2731.744141
	Iteration 8F: 3 clusters Score -384546.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -384750.906250 Penalty: 2731.744141
	Iteration 9Q: 3 clusters Score -384750.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -384880.187500 Penalty: 2731.744141
	Iteration 10Q: 3 clusters Score -384880.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -384948.406250 Penalty: 2731.744141
	Iteration 11Q: 3 clusters Score -384948.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -384982.500000 Penalty: 2731.744141
	Iteration 12Q: 3 clusters Score -384982.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -385008.062500 Penalty: 2731.744141
	Iteration 13Q: 3 clusters Score -385008.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -385034.875000 Penalty: 2731.744141
	Iteration 14Q: 3 clusters Score -385034.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -385068.281250 Penalty: 2731.744141
	Iteration 15Q: 3 clusters Score -385068.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -385125.343750 Penalty: 2731.744141
	Iteration 16Q: 3 clusters Score -385125.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -385201.750000 Penalty: 2731.744141
	Iteration 17Q: 3 clusters Score -385201.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -385315.781250 Penalty: 2731.744141
	Iteration 18Q: 3 clusters Score -385315.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -385457.593750 Penalty: 2731.744141
	Iteration 19Q: 3 clusters Score -385457.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -385548.281250 Penalty: 2731.744141
	Iteration 20F: 3 clusters Score -385548.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -385606.625000 Penalty: 2731.744141
	Iteration 21Q: 3 clusters Score -385606.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -385630.406250 Penalty: 2731.744141
	Iteration 22Q: 3 clusters Score -385630.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -385640.843750 Penalty: 2731.744141
	Iteration 23Q: 3 clusters Score -385640.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -385645.375000 Penalty: 2731.744141
	Iteration 24Q: 3 clusters Score -385645.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -385648.781250 Penalty: 2731.744141
	Iteration 25Q: 3 clusters Score -385648.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -385650.812500 Penalty: 2731.744141
	Iteration 26Q: 3 clusters Score -385650.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -385652.718750 Penalty: 2731.744141
	Iteration 27Q: 3 clusters Score -385652.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -385655.218750 Penalty: 2731.744141
	Iteration 28Q: 3 clusters Score -385655.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -385657.000000 Penalty: 2731.744141
	Iteration 29Q: 3 clusters Score -385657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -385657.906250 Penalty: 2731.744141
	Iteration 30Q: 3 clusters Score -385657.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -385659.656250 Penalty: 2731.744141
	Iteration 31Q: 3 clusters Score -385659.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -385661.500000 Penalty: 2731.744141
	Iteration 32Q: 3 clusters Score -385661.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -385661.500000 Penalty: 2731.744141
	Iteration 33F: 3 clusters Score -385661.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 8208 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 5988 members 
Mstep: Class 5 contains 22742 members 
Mstep: Class 6 contains 8584 members 
Mstep: Class 7 contains 14897 members 
Mstep: Class 8 contains 10891 members 
Mstep: Class 9 contains 5472 members 
Mstep: Class 10 contains 128270 members 
Mstep: Class 11 contains 18274 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 116848 members 
Mstep: Class 16 contains 86143 members 
Mstep: Class 17 contains 124999 members 
Mstep: Class 18 contains 39558 members 
Mstep: Class 19 contains 3645 members 
Mstep: Class 20 contains 6509 members 
Mstep: Class 21 contains 9617 members 
Mstep: Class 22 contains 70460 members 
Mstep: Class 23 contains 8500 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42343 members 
Mstep: Class 26 contains 1418 members 
Mstep: Class 27 contains 4396 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27393 members 
Mstep: Class 30 contains 60004 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 1747 members 
Mstep: Class 33 contains 1674 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1542 members 
Mstep: Class 36 contains 7579 members 
Mstep: Class 37 contains 1346 members 
Mstep: Class 38 contains 10990 members 
Mstep: Class 39 contains 1365 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 3106 members 
Entering Unmasked Estep 
Score: -84441816.000000 Penalty: 91762.257812
Splitting cluster 39 changes total score from -84442272.000000 to -84441816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (1303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Entering Unmasked Estep 
Score: -110597.835938 Penalty: 1165.519043
	Iteration 0F: 2 clusters Score -110597.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -108983.093750 Penalty: 2331.038086
	Iteration 0F: 3 clusters Score -108983.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -109302.156250 Penalty: 2331.038086
	Iteration 1F: 3 clusters Score -109302.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -109408.367188 Penalty: 2331.038086
	Iteration 2F: 3 clusters Score -109408.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -109522.343750 Penalty: 2331.038086
	Iteration 3F: 3 clusters Score -109522.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -109657.203125 Penalty: 2331.038086
	Iteration 4F: 3 clusters Score -109657.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -109850.421875 Penalty: 2331.038086
	Iteration 5F: 3 clusters Score -109850.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -110111.492188 Penalty: 2331.038086
	Iteration 6F: 3 clusters Score -110111.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -110318.968750 Penalty: 2331.038086
	Iteration 7Q: 3 clusters Score -110319 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -110400.703125 Penalty: 2331.038086
	Iteration 8Q: 3 clusters Score -110400.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -110428.031250 Penalty: 2331.038086
	Iteration 9Q: 3 clusters Score -110428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -110445.296875 Penalty: 2331.038086
	Iteration 10Q: 3 clusters Score -110445.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -110462.140625 Penalty: 2331.038086
	Iteration 11Q: 3 clusters Score -110462.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -110470.750000 Penalty: 2331.038086
	Iteration 12Q: 3 clusters Score -110470.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -110481.929688 Penalty: 2331.038086
	Iteration 13Q: 3 clusters Score -110481.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -110486.632812 Penalty: 2331.038086
	Iteration 14Q: 3 clusters Score -110486.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -110488.093750 Penalty: 2331.038086
	Iteration 15Q: 3 clusters Score -110488.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -110489.429688 Penalty: 2331.038086
	Iteration 16Q: 3 clusters Score -110489.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -110495.507812 Penalty: 2331.038086
	Iteration 17Q: 3 clusters Score -110495.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -110497.109375 Penalty: 2331.038086
	Iteration 18Q: 3 clusters Score -110497.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -110498.593750 Penalty: 2331.038086
	Iteration 19Q: 3 clusters Score -110498.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -110498.593750 Penalty: 2331.038086
	Iteration 20F: 3 clusters Score -110498.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 8208 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 5988 members 
Mstep: Class 5 contains 22742 members 
Mstep: Class 6 contains 8584 members 
Mstep: Class 7 contains 14897 members 
Mstep: Class 8 contains 10891 members 
Mstep: Class 9 contains 5472 members 
Mstep: Class 10 contains 128270 members 
Mstep: Class 11 contains 18274 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 116848 members 
Mstep: Class 16 contains 86143 members 
Mstep: Class 17 contains 124999 members 
Mstep: Class 18 contains 39558 members 
Mstep: Class 19 contains 3645 members 
Mstep: Class 20 contains 6509 members 
Mstep: Class 21 contains 9617 members 
Mstep: Class 22 contains 70460 members 
Mstep: Class 23 contains 8500 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42343 members 
Mstep: Class 26 contains 1418 members 
Mstep: Class 27 contains 4396 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27393 members 
Mstep: Class 30 contains 60004 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 1747 members 
Mstep: Class 33 contains 1674 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1542 members 
Mstep: Class 36 contains 7579 members 
Mstep: Class 37 contains 1346 members 
Mstep: Class 38 contains 10990 members 
Mstep: Class 39 contains 4471 members 
Mstep: Class 40 contains 1303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442288.000000 Penalty: 89524.148438
Iteration 119Q: 41 clusters Score -8.444229e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51372 members 
Mstep: Class 2 contains 8206 members 
Mstep: Class 3 contains 40358 members 
Mstep: Class 4 contains 5989 members 
Mstep: Class 5 contains 22753 members 
Mstep: Class 6 contains 8567 members 
Mstep: Class 7 contains 14895 members 
Mstep: Class 8 contains 10891 members 
Mstep: Class 9 contains 5472 members 
Mstep: Class 10 contains 128260 members 
Mstep: Class 11 contains 18276 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3226 members 
Mstep: Class 15 contains 116840 members 
Mstep: Class 16 contains 86154 members 
Mstep: Class 17 contains 124994 members 
Mstep: Class 18 contains 39560 members 
Mstep: Class 19 contains 3646 members 
Mstep: Class 20 contains 6511 members 
Mstep: Class 21 contains 9625 members 
Mstep: Class 22 contains 70464 members 
Mstep: Class 23 contains 8500 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42334 members 
Mstep: Class 26 contains 1418 members 
Mstep: Class 27 contains 4397 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27401 members 
Mstep: Class 30 contains 60005 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 1747 members 
Mstep: Class 33 contains 1674 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1542 members 
Mstep: Class 36 contains 7581 members 
Mstep: Class 37 contains 1350 members 
Mstep: Class 38 contains 10986 members 
Mstep: Class 39 contains 4473 members 
Mstep: Class 40 contains 1303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442240.000000 Penalty: 89524.148438
Iteration 120F: 41 clusters Score -8.444224e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51368 members 
Mstep: Class 2 contains 8207 members 
Mstep: Class 3 contains 40356 members 
Mstep: Class 4 contains 5991 members 
Mstep: Class 5 contains 22760 members 
Mstep: Class 6 contains 8557 members 
Mstep: Class 7 contains 14893 members 
Mstep: Class 8 contains 10891 members 
Mstep: Class 9 contains 5471 members 
Mstep: Class 10 contains 128248 members 
Mstep: Class 11 contains 18279 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3226 members 
Mstep: Class 15 contains 116826 members 
Mstep: Class 16 contains 86153 members 
Mstep: Class 17 contains 124995 members 
Mstep: Class 18 contains 39562 members 
Mstep: Class 19 contains 3649 members 
Mstep: Class 20 contains 6513 members 
Mstep: Class 21 contains 9632 members 
Mstep: Class 22 contains 70478 members 
Mstep: Class 23 contains 8499 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42326 members 
Mstep: Class 26 contains 1419 members 
Mstep: Class 27 contains 4398 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27411 members 
Mstep: Class 30 contains 60005 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 1747 members 
Mstep: Class 33 contains 1675 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1543 members 
Mstep: Class 36 contains 7586 members 
Mstep: Class 37 contains 1350 members 
Mstep: Class 38 contains 10980 members 
Mstep: Class 39 contains 4473 members 
Mstep: Class 40 contains 1303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442232.000000 Penalty: 89524.148438
Iteration 121Q: 41 clusters Score -8.444223e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8205 members 
Mstep: Class 3 contains 40356 members 
Mstep: Class 4 contains 5991 members 
Mstep: Class 5 contains 22769 members 
Mstep: Class 6 contains 8551 members 
Mstep: Class 7 contains 14891 members 
Mstep: Class 8 contains 10891 members 
Mstep: Class 9 contains 5471 members 
Mstep: Class 10 contains 128235 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3229 members 
Mstep: Class 15 contains 116820 members 
Mstep: Class 16 contains 86150 members 
Mstep: Class 17 contains 124994 members 
Mstep: Class 18 contains 39563 members 
Mstep: Class 19 contains 3650 members 
Mstep: Class 20 contains 6517 members 
Mstep: Class 21 contains 9636 members 
Mstep: Class 22 contains 70489 members 
Mstep: Class 23 contains 8495 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42321 members 
Mstep: Class 26 contains 1419 members 
Mstep: Class 27 contains 4399 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27418 members 
Mstep: Class 30 contains 60003 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 1746 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 7593 members 
Mstep: Class 37 contains 1350 members 
Mstep: Class 38 contains 10975 members 
Mstep: Class 39 contains 4473 members 
Mstep: Class 40 contains 1303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442232.000000 Penalty: 89524.148438
Iteration 122Q: 41 clusters Score -8.444223e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8202 members 
Mstep: Class 3 contains 40358 members 
Mstep: Class 4 contains 5992 members 
Mstep: Class 5 contains 22781 members 
Mstep: Class 6 contains 8553 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10893 members 
Mstep: Class 9 contains 5467 members 
Mstep: Class 10 contains 128220 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3231 members 
Mstep: Class 15 contains 116817 members 
Mstep: Class 16 contains 86138 members 
Mstep: Class 17 contains 124993 members 
Mstep: Class 18 contains 39565 members 
Mstep: Class 19 contains 3652 members 
Mstep: Class 20 contains 6518 members 
Mstep: Class 21 contains 9641 members 
Mstep: Class 22 contains 70498 members 
Mstep: Class 23 contains 8494 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42315 members 
Mstep: Class 26 contains 1419 members 
Mstep: Class 27 contains 4399 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27421 members 
Mstep: Class 30 contains 60002 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 1746 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 7598 members 
Mstep: Class 37 contains 1352 members 
Mstep: Class 38 contains 10972 members 
Mstep: Class 39 contains 4474 members 
Mstep: Class 40 contains 1303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442192.000000 Penalty: 89524.148438
Iteration 123Q: 41 clusters Score -8.444219e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8199 members 
Mstep: Class 3 contains 40355 members 
Mstep: Class 4 contains 5992 members 
Mstep: Class 5 contains 22794 members 
Mstep: Class 6 contains 8549 members 
Mstep: Class 7 contains 14891 members 
Mstep: Class 8 contains 10892 members 
Mstep: Class 9 contains 5467 members 
Mstep: Class 10 contains 128207 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3233 members 
Mstep: Class 15 contains 116810 members 
Mstep: Class 16 contains 86128 members 
Mstep: Class 17 contains 124996 members 
Mstep: Class 18 contains 39575 members 
Mstep: Class 19 contains 3655 members 
Mstep: Class 20 contains 6518 members 
Mstep: Class 21 contains 9645 members 
Mstep: Class 22 contains 70506 members 
Mstep: Class 23 contains 8492 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42311 members 
Mstep: Class 26 contains 1419 members 
Mstep: Class 27 contains 4399 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27424 members 
Mstep: Class 30 contains 59999 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1747 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 7603 members 
Mstep: Class 37 contains 1352 members 
Mstep: Class 38 contains 10965 members 
Mstep: Class 39 contains 4475 members 
Mstep: Class 40 contains 1303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442216.000000 Penalty: 89524.148438
Iteration 124Q: 41 clusters Score -8.444222e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8199 members 
Mstep: Class 3 contains 40353 members 
Mstep: Class 4 contains 5992 members 
Mstep: Class 5 contains 22803 members 
Mstep: Class 6 contains 8546 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10893 members 
Mstep: Class 9 contains 5466 members 
Mstep: Class 10 contains 128195 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3231 members 
Mstep: Class 15 contains 116801 members 
Mstep: Class 16 contains 86129 members 
Mstep: Class 17 contains 124998 members 
Mstep: Class 18 contains 39580 members 
Mstep: Class 19 contains 3656 members 
Mstep: Class 20 contains 6519 members 
Mstep: Class 21 contains 9650 members 
Mstep: Class 22 contains 70513 members 
Mstep: Class 23 contains 8493 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42307 members 
Mstep: Class 26 contains 1419 members 
Mstep: Class 27 contains 4400 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27426 members 
Mstep: Class 30 contains 59998 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1747 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 7606 members 
Mstep: Class 37 contains 1352 members 
Mstep: Class 38 contains 10962 members 
Mstep: Class 39 contains 4475 members 
Mstep: Class 40 contains 1303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442296.000000 Penalty: 89524.148438
Iteration 125Q: 41 clusters Score -8.44423e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8199 members 
Mstep: Class 3 contains 40353 members 
Mstep: Class 4 contains 5992 members 
Mstep: Class 5 contains 22810 members 
Mstep: Class 6 contains 8544 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10894 members 
Mstep: Class 9 contains 5466 members 
Mstep: Class 10 contains 128190 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3230 members 
Mstep: Class 15 contains 116790 members 
Mstep: Class 16 contains 86119 members 
Mstep: Class 17 contains 124999 members 
Mstep: Class 18 contains 39593 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6518 members 
Mstep: Class 21 contains 9651 members 
Mstep: Class 22 contains 70519 members 
Mstep: Class 23 contains 8493 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 42304 members 
Mstep: Class 26 contains 1419 members 
Mstep: Class 27 contains 4400 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27425 members 
Mstep: Class 30 contains 59998 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1747 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 7609 members 
Mstep: Class 37 contains 1352 members 
Mstep: Class 38 contains 10962 members 
Mstep: Class 39 contains 4475 members 
Mstep: Class 40 contains 1303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442312.000000 Penalty: 89524.148438
Iteration 126Q: 41 clusters Score -8.444231e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8199 members 
Mstep: Class 3 contains 40351 members 
Mstep: Class 4 contains 5994 members 
Mstep: Class 5 contains 22818 members 
Mstep: Class 6 contains 8539 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10894 members 
Mstep: Class 9 contains 5465 members 
Mstep: Class 10 contains 128181 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3232 members 
Mstep: Class 15 contains 116782 members 
Mstep: Class 16 contains 86112 members 
Mstep: Class 17 contains 124998 members 
Mstep: Class 18 contains 39607 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6516 members 
Mstep: Class 21 contains 9652 members 
Mstep: Class 22 contains 70525 members 
Mstep: Class 23 contains 8493 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 42300 members 
Mstep: Class 26 contains 1419 members 
Mstep: Class 27 contains 4401 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27427 members 
Mstep: Class 30 contains 59997 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1747 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 7614 members 
Mstep: Class 37 contains 1353 members 
Mstep: Class 38 contains 10960 members 
Mstep: Class 39 contains 4475 members 
Mstep: Class 40 contains 1303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442336.000000 Penalty: 89524.148438
Iteration 127Q: 41 clusters Score -8.444234e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8197 members 
Mstep: Class 3 contains 40352 members 
Mstep: Class 4 contains 5998 members 
Mstep: Class 5 contains 22832 members 
Mstep: Class 6 contains 8535 members 
Mstep: Class 7 contains 14888 members 
Mstep: Class 8 contains 10894 members 
Mstep: Class 9 contains 5464 members 
Mstep: Class 10 contains 128174 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3233 members 
Mstep: Class 15 contains 116767 members 
Mstep: Class 16 contains 86104 members 
Mstep: Class 17 contains 124996 members 
Mstep: Class 18 contains 39621 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6517 members 
Mstep: Class 21 contains 9653 members 
Mstep: Class 22 contains 70528 members 
Mstep: Class 23 contains 8493 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 42294 members 
Mstep: Class 26 contains 1419 members 
Mstep: Class 27 contains 4403 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27432 members 
Mstep: Class 30 contains 59996 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1747 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 7616 members 
Mstep: Class 37 contains 1354 members 
Mstep: Class 38 contains 10958 members 
Mstep: Class 39 contains 4475 members 
Mstep: Class 40 contains 1303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442328.000000 Penalty: 89524.148438
Iteration 128Q: 41 clusters Score -8.444233e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8197 members 
Mstep: Class 3 contains 40353 members 
Mstep: Class 4 contains 6002 members 
Mstep: Class 5 contains 22844 members 
Mstep: Class 6 contains 8530 members 
Mstep: Class 7 contains 14888 members 
Mstep: Class 8 contains 10892 members 
Mstep: Class 9 contains 5464 members 
Mstep: Class 10 contains 128165 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3234 members 
Mstep: Class 15 contains 116755 members 
Mstep: Class 16 contains 86096 members 
Mstep: Class 17 contains 124995 members 
Mstep: Class 18 contains 39633 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6518 members 
Mstep: Class 21 contains 9653 members 
Mstep: Class 22 contains 70527 members 
Mstep: Class 23 contains 8493 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 42290 members 
Mstep: Class 26 contains 1419 members 
Mstep: Class 27 contains 4405 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27435 members 
Mstep: Class 30 contains 59996 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1747 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 7619 members 
Mstep: Class 37 contains 1356 members 
Mstep: Class 38 contains 10958 members 
Mstep: Class 39 contains 4475 members 
Mstep: Class 40 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442288.000000 Penalty: 89524.148438
Iteration 129Q: 41 clusters Score -8.444229e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8197 members 
Mstep: Class 3 contains 40352 members 
Mstep: Class 4 contains 6004 members 
Mstep: Class 5 contains 22856 members 
Mstep: Class 6 contains 8526 members 
Mstep: Class 7 contains 14886 members 
Mstep: Class 8 contains 10891 members 
Mstep: Class 9 contains 5466 members 
Mstep: Class 10 contains 128161 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3235 members 
Mstep: Class 15 contains 116752 members 
Mstep: Class 16 contains 86094 members 
Mstep: Class 17 contains 124996 members 
Mstep: Class 18 contains 39638 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6520 members 
Mstep: Class 21 contains 9652 members 
Mstep: Class 22 contains 70527 members 
Mstep: Class 23 contains 8491 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 42282 members 
Mstep: Class 26 contains 1419 members 
Mstep: Class 27 contains 4406 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27436 members 
Mstep: Class 30 contains 59996 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1747 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 7618 members 
Mstep: Class 37 contains 1356 members 
Mstep: Class 38 contains 10958 members 
Mstep: Class 39 contains 4476 members 
Mstep: Class 40 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442280.000000 Penalty: 89524.148438
Iteration 130Q: 41 clusters Score -8.444228e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8197 members 
Mstep: Class 3 contains 40353 members 
Mstep: Class 4 contains 6007 members 
Mstep: Class 5 contains 22873 members 
Mstep: Class 6 contains 8525 members 
Mstep: Class 7 contains 14886 members 
Mstep: Class 8 contains 10891 members 
Mstep: Class 9 contains 5467 members 
Mstep: Class 10 contains 128147 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3236 members 
Mstep: Class 15 contains 116742 members 
Mstep: Class 16 contains 86076 members 
Mstep: Class 17 contains 124994 members 
Mstep: Class 18 contains 39650 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6520 members 
Mstep: Class 21 contains 9652 members 
Mstep: Class 22 contains 70533 members 
Mstep: Class 23 contains 8493 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 42280 members 
Mstep: Class 26 contains 1419 members 
Mstep: Class 27 contains 4407 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27433 members 
Mstep: Class 30 contains 59997 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1747 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 7623 members 
Mstep: Class 37 contains 1356 members 
Mstep: Class 38 contains 10958 members 
Mstep: Class 39 contains 4476 members 
Mstep: Class 40 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442392.000000 Penalty: 89524.148438
Iteration 131Q: 41 clusters Score -8.444239e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8196 members 
Mstep: Class 3 contains 40355 members 
Mstep: Class 4 contains 6007 members 
Mstep: Class 5 contains 22881 members 
Mstep: Class 6 contains 8524 members 
Mstep: Class 7 contains 14888 members 
Mstep: Class 8 contains 10891 members 
Mstep: Class 9 contains 5469 members 
Mstep: Class 10 contains 128138 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3235 members 
Mstep: Class 15 contains 116734 members 
Mstep: Class 16 contains 86055 members 
Mstep: Class 17 contains 124994 members 
Mstep: Class 18 contains 39667 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6522 members 
Mstep: Class 21 contains 9652 members 
Mstep: Class 22 contains 70534 members 
Mstep: Class 23 contains 8494 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 42276 members 
Mstep: Class 26 contains 1419 members 
Mstep: Class 27 contains 4408 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27435 members 
Mstep: Class 30 contains 59998 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1747 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 7631 members 
Mstep: Class 37 contains 1356 members 
Mstep: Class 38 contains 10956 members 
Mstep: Class 39 contains 4476 members 
Mstep: Class 40 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442416.000000 Penalty: 89524.148438
Iteration 132Q: 41 clusters Score -8.444242e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8193 members 
Mstep: Class 3 contains 40355 members 
Mstep: Class 4 contains 6006 members 
Mstep: Class 5 contains 22890 members 
Mstep: Class 6 contains 8523 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 10890 members 
Mstep: Class 9 contains 5470 members 
Mstep: Class 10 contains 128131 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3235 members 
Mstep: Class 15 contains 116727 members 
Mstep: Class 16 contains 86039 members 
Mstep: Class 17 contains 124992 members 
Mstep: Class 18 contains 39678 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6521 members 
Mstep: Class 21 contains 9652 members 
Mstep: Class 22 contains 70539 members 
Mstep: Class 23 contains 8497 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 42272 members 
Mstep: Class 26 contains 1419 members 
Mstep: Class 27 contains 4409 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27437 members 
Mstep: Class 30 contains 60000 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1747 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 7643 members 
Mstep: Class 37 contains 1356 members 
Mstep: Class 38 contains 10954 members 
Mstep: Class 39 contains 4476 members 
Mstep: Class 40 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442520.000000 Penalty: 89524.148438
Iteration 133Q: 41 clusters Score -8.444252e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8185 members 
Mstep: Class 3 contains 40356 members 
Mstep: Class 4 contains 6007 members 
Mstep: Class 5 contains 22898 members 
Mstep: Class 6 contains 8522 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 10889 members 
Mstep: Class 9 contains 5475 members 
Mstep: Class 10 contains 128123 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3235 members 
Mstep: Class 15 contains 116720 members 
Mstep: Class 16 contains 86026 members 
Mstep: Class 17 contains 124985 members 
Mstep: Class 18 contains 39686 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6522 members 
Mstep: Class 21 contains 9652 members 
Mstep: Class 22 contains 70550 members 
Mstep: Class 23 contains 8500 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 42270 members 
Mstep: Class 26 contains 1419 members 
Mstep: Class 27 contains 4408 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27436 members 
Mstep: Class 30 contains 60001 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1747 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 7655 members 
Mstep: Class 37 contains 1356 members 
Mstep: Class 38 contains 10953 members 
Mstep: Class 39 contains 4475 members 
Mstep: Class 40 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442576.000000 Penalty: 89524.148438
Iteration 134Q: 41 clusters Score -8.444258e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8179 members 
Mstep: Class 3 contains 40356 members 
Mstep: Class 4 contains 6008 members 
Mstep: Class 5 contains 22900 members 
Mstep: Class 6 contains 8520 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 10889 members 
Mstep: Class 9 contains 5480 members 
Mstep: Class 10 contains 128115 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3234 members 
Mstep: Class 15 contains 116714 members 
Mstep: Class 16 contains 86022 members 
Mstep: Class 17 contains 124985 members 
Mstep: Class 18 contains 39687 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6523 members 
Mstep: Class 21 contains 9652 members 
Mstep: Class 22 contains 70558 members 
Mstep: Class 23 contains 8501 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 42268 members 
Mstep: Class 26 contains 1419 members 
Mstep: Class 27 contains 4408 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27435 members 
Mstep: Class 30 contains 60002 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1748 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 7663 members 
Mstep: Class 37 contains 1357 members 
Mstep: Class 38 contains 10953 members 
Mstep: Class 39 contains 4475 members 
Mstep: Class 40 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442512.000000 Penalty: 89524.148438
Iteration 135Q: 41 clusters Score -8.444251e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8175 members 
Mstep: Class 3 contains 40356 members 
Mstep: Class 4 contains 6008 members 
Mstep: Class 5 contains 22902 members 
Mstep: Class 6 contains 8516 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 10888 members 
Mstep: Class 9 contains 5481 members 
Mstep: Class 10 contains 128106 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3234 members 
Mstep: Class 15 contains 116711 members 
Mstep: Class 16 contains 86027 members 
Mstep: Class 17 contains 124983 members 
Mstep: Class 18 contains 39687 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6523 members 
Mstep: Class 21 contains 9654 members 
Mstep: Class 22 contains 70558 members 
Mstep: Class 23 contains 8502 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 42267 members 
Mstep: Class 26 contains 1419 members 
Mstep: Class 27 contains 4408 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27438 members 
Mstep: Class 30 contains 60002 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1750 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 7670 members 
Mstep: Class 37 contains 1357 members 
Mstep: Class 38 contains 10954 members 
Mstep: Class 39 contains 4475 members 
Mstep: Class 40 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442496.000000 Penalty: 89524.148438
Iteration 136Q: 41 clusters Score -8.44425e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8171 members 
Mstep: Class 3 contains 40355 members 
Mstep: Class 4 contains 6009 members 
Mstep: Class 5 contains 22903 members 
Mstep: Class 6 contains 8514 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 10888 members 
Mstep: Class 9 contains 5483 members 
Mstep: Class 10 contains 128090 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3234 members 
Mstep: Class 15 contains 116709 members 
Mstep: Class 16 contains 86042 members 
Mstep: Class 17 contains 124982 members 
Mstep: Class 18 contains 39682 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6524 members 
Mstep: Class 21 contains 9655 members 
Mstep: Class 22 contains 70557 members 
Mstep: Class 23 contains 8505 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 42268 members 
Mstep: Class 26 contains 1419 members 
Mstep: Class 27 contains 4408 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27438 members 
Mstep: Class 30 contains 60002 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1750 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 7674 members 
Mstep: Class 37 contains 1359 members 
Mstep: Class 38 contains 10955 members 
Mstep: Class 39 contains 4475 members 
Mstep: Class 40 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442544.000000 Penalty: 89524.148438
Iteration 137Q: 41 clusters Score -8.444254e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8168 members 
Mstep: Class 3 contains 40354 members 
Mstep: Class 4 contains 6010 members 
Mstep: Class 5 contains 22907 members 
Mstep: Class 6 contains 8511 members 
Mstep: Class 7 contains 14886 members 
Mstep: Class 8 contains 10888 members 
Mstep: Class 9 contains 5484 members 
Mstep: Class 10 contains 128076 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3234 members 
Mstep: Class 15 contains 116701 members 
Mstep: Class 16 contains 86057 members 
Mstep: Class 17 contains 124981 members 
Mstep: Class 18 contains 39676 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6529 members 
Mstep: Class 21 contains 9657 members 
Mstep: Class 22 contains 70560 members 
Mstep: Class 23 contains 8506 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42265 members 
Mstep: Class 26 contains 1419 members 
Mstep: Class 27 contains 4407 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27443 members 
Mstep: Class 30 contains 60002 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1750 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 7677 members 
Mstep: Class 37 contains 1359 members 
Mstep: Class 38 contains 10957 members 
Mstep: Class 39 contains 4475 members 
Mstep: Class 40 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442552.000000 Penalty: 89524.148438
Iteration 138Q: 41 clusters Score -8.444255e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8168 members 
Mstep: Class 3 contains 40356 members 
Mstep: Class 4 contains 6008 members 
Mstep: Class 5 contains 22915 members 
Mstep: Class 6 contains 8510 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 10887 members 
Mstep: Class 9 contains 5485 members 
Mstep: Class 10 contains 128068 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3234 members 
Mstep: Class 15 contains 116686 members 
Mstep: Class 16 contains 86057 members 
Mstep: Class 17 contains 124981 members 
Mstep: Class 18 contains 39679 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6536 members 
Mstep: Class 21 contains 9657 members 
Mstep: Class 22 contains 70564 members 
Mstep: Class 23 contains 8507 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42264 members 
Mstep: Class 26 contains 1419 members 
Mstep: Class 27 contains 4408 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27440 members 
Mstep: Class 30 contains 60002 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1752 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 7679 members 
Mstep: Class 37 contains 1359 members 
Mstep: Class 38 contains 10956 members 
Mstep: Class 39 contains 4475 members 
Mstep: Class 40 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442504.000000 Penalty: 89524.148438
Iteration 139Q: 41 clusters Score -8.44425e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8167 members 
Mstep: Class 3 contains 40355 members 
Mstep: Class 4 contains 6009 members 
Mstep: Class 5 contains 22921 members 
Mstep: Class 6 contains 8507 members 
Mstep: Class 7 contains 14888 members 
Mstep: Class 8 contains 10887 members 
Mstep: Class 9 contains 5485 members 
Mstep: Class 10 contains 128068 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3234 members 
Mstep: Class 15 contains 116671 members 
Mstep: Class 16 contains 86056 members 
Mstep: Class 17 contains 124978 members 
Mstep: Class 18 contains 39682 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6540 members 
Mstep: Class 21 contains 9657 members 
Mstep: Class 22 contains 70566 members 
Mstep: Class 23 contains 8508 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42261 members 
Mstep: Class 26 contains 1419 members 
Mstep: Class 27 contains 4409 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27443 members 
Mstep: Class 30 contains 60003 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1753 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 7683 members 
Mstep: Class 37 contains 1359 members 
Mstep: Class 38 contains 10955 members 
Mstep: Class 39 contains 4475 members 
Mstep: Class 40 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442472.000000 Penalty: 89524.148438
Iteration 140F: 41 clusters Score -8.444247e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8166 members 
Mstep: Class 3 contains 40354 members 
Mstep: Class 4 contains 6010 members 
Mstep: Class 5 contains 22927 members 
Mstep: Class 6 contains 8510 members 
Mstep: Class 7 contains 14888 members 
Mstep: Class 8 contains 10886 members 
Mstep: Class 9 contains 5485 members 
Mstep: Class 10 contains 128067 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3234 members 
Mstep: Class 15 contains 116661 members 
Mstep: Class 16 contains 86066 members 
Mstep: Class 17 contains 124979 members 
Mstep: Class 18 contains 39669 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6540 members 
Mstep: Class 21 contains 9657 members 
Mstep: Class 22 contains 70568 members 
Mstep: Class 23 contains 8512 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42260 members 
Mstep: Class 26 contains 1419 members 
Mstep: Class 27 contains 4410 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27445 members 
Mstep: Class 30 contains 60002 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1753 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 7684 members 
Mstep: Class 37 contains 1359 members 
Mstep: Class 38 contains 10954 members 
Mstep: Class 39 contains 4474 members 
Mstep: Class 40 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442600.000000 Penalty: 89524.148438
Iteration 141Q: 41 clusters Score -8.44426e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8161 members 
Mstep: Class 3 contains 40352 members 
Mstep: Class 4 contains 6010 members 
Mstep: Class 5 contains 22929 members 
Mstep: Class 6 contains 8512 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10885 members 
Mstep: Class 9 contains 5485 members 
Mstep: Class 10 contains 128063 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3234 members 
Mstep: Class 15 contains 116645 members 
Mstep: Class 16 contains 86091 members 
Mstep: Class 17 contains 124975 members 
Mstep: Class 18 contains 39662 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6544 members 
Mstep: Class 21 contains 9657 members 
Mstep: Class 22 contains 70571 members 
Mstep: Class 23 contains 8511 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42257 members 
Mstep: Class 26 contains 1419 members 
Mstep: Class 27 contains 4410 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27446 members 
Mstep: Class 30 contains 60001 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1754 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1545 members 
Mstep: Class 36 contains 7688 members 
Mstep: Class 37 contains 1360 members 
Mstep: Class 38 contains 10954 members 
Mstep: Class 39 contains 4473 members 
Mstep: Class 40 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442552.000000 Penalty: 89524.148438
Iteration 142Q: 41 clusters Score -8.444255e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8159 members 
Mstep: Class 3 contains 40352 members 
Mstep: Class 4 contains 6010 members 
Mstep: Class 5 contains 22931 members 
Mstep: Class 6 contains 8512 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10886 members 
Mstep: Class 9 contains 5485 members 
Mstep: Class 10 contains 128061 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3234 members 
Mstep: Class 15 contains 116635 members 
Mstep: Class 16 contains 86113 members 
Mstep: Class 17 contains 124969 members 
Mstep: Class 18 contains 39643 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6549 members 
Mstep: Class 21 contains 9657 members 
Mstep: Class 22 contains 70571 members 
Mstep: Class 23 contains 8512 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42257 members 
Mstep: Class 26 contains 1419 members 
Mstep: Class 27 contains 4410 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27450 members 
Mstep: Class 30 contains 60000 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1754 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1545 members 
Mstep: Class 36 contains 7692 members 
Mstep: Class 37 contains 1362 members 
Mstep: Class 38 contains 10954 members 
Mstep: Class 39 contains 4472 members 
Mstep: Class 40 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442520.000000 Penalty: 89524.148438
Iteration 143Q: 41 clusters Score -8.444252e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8159 members 
Mstep: Class 3 contains 40352 members 
Mstep: Class 4 contains 6014 members 
Mstep: Class 5 contains 22932 members 
Mstep: Class 6 contains 8513 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10886 members 
Mstep: Class 9 contains 5485 members 
Mstep: Class 10 contains 128058 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3234 members 
Mstep: Class 15 contains 116619 members 
Mstep: Class 16 contains 86138 members 
Mstep: Class 17 contains 124965 members 
Mstep: Class 18 contains 39614 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 21 contains 9657 members 
Mstep: Class 22 contains 70576 members 
Mstep: Class 23 contains 8512 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42257 members 
Mstep: Class 26 contains 1419 members 
Mstep: Class 27 contains 4410 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27452 members 
Mstep: Class 30 contains 59999 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1755 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1545 members 
Mstep: Class 36 contains 7697 members 
Mstep: Class 37 contains 1363 members 
Mstep: Class 38 contains 10954 members 
Mstep: Class 39 contains 4471 members 
Mstep: Class 40 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442488.000000 Penalty: 89524.148438
Iteration 144Q: 41 clusters Score -8.444249e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8156 members 
Mstep: Class 3 contains 40350 members 
Mstep: Class 4 contains 6019 members 
Mstep: Class 5 contains 22932 members 
Mstep: Class 6 contains 8514 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10887 members 
Mstep: Class 9 contains 5485 members 
Mstep: Class 10 contains 128053 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3234 members 
Mstep: Class 15 contains 116606 members 
Mstep: Class 16 contains 86176 members 
Mstep: Class 17 contains 124967 members 
Mstep: Class 18 contains 39572 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6568 members 
Mstep: Class 21 contains 9657 members 
Mstep: Class 22 contains 70577 members 
Mstep: Class 23 contains 8511 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42257 members 
Mstep: Class 26 contains 1419 members 
Mstep: Class 27 contains 4410 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27456 members 
Mstep: Class 30 contains 59998 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1755 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1545 members 
Mstep: Class 36 contains 7702 members 
Mstep: Class 37 contains 1363 members 
Mstep: Class 38 contains 10954 members 
Mstep: Class 39 contains 4471 members 
Mstep: Class 40 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442496.000000 Penalty: 89524.148438
Iteration 145Q: 41 clusters Score -8.44425e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8152 members 
Mstep: Class 3 contains 40347 members 
Mstep: Class 4 contains 6024 members 
Mstep: Class 5 contains 22937 members 
Mstep: Class 6 contains 8517 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10887 members 
Mstep: Class 9 contains 5486 members 
Mstep: Class 10 contains 128049 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3234 members 
Mstep: Class 15 contains 116584 members 
Mstep: Class 16 contains 86212 members 
Mstep: Class 17 contains 124965 members 
Mstep: Class 18 contains 39553 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6568 members 
Mstep: Class 21 contains 9657 members 
Mstep: Class 22 contains 70572 members 
Mstep: Class 23 contains 8513 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42257 members 
Mstep: Class 26 contains 1419 members 
Mstep: Class 27 contains 4410 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27460 members 
Mstep: Class 30 contains 59999 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1755 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1545 members 
Mstep: Class 36 contains 7702 members 
Mstep: Class 37 contains 1365 members 
Mstep: Class 38 contains 10954 members 
Mstep: Class 39 contains 4471 members 
Mstep: Class 40 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442536.000000 Penalty: 89524.148438
Iteration 146Q: 41 clusters Score -8.444254e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8151 members 
Mstep: Class 3 contains 40346 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 22942 members 
Mstep: Class 6 contains 8518 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10888 members 
Mstep: Class 9 contains 5487 members 
Mstep: Class 10 contains 128035 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3234 members 
Mstep: Class 15 contains 116562 members 
Mstep: Class 16 contains 86248 members 
Mstep: Class 17 contains 124966 members 
Mstep: Class 18 contains 39532 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6569 members 
Mstep: Class 21 contains 9657 members 
Mstep: Class 22 contains 70573 members 
Mstep: Class 23 contains 8514 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42259 members 
Mstep: Class 26 contains 1419 members 
Mstep: Class 27 contains 4410 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27463 members 
Mstep: Class 30 contains 59998 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1755 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1545 members 
Mstep: Class 36 contains 7701 members 
Mstep: Class 37 contains 1367 members 
Mstep: Class 38 contains 10954 members 
Mstep: Class 39 contains 4471 members 
Mstep: Class 40 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442576.000000 Penalty: 89524.148438
Iteration 147Q: 41 clusters Score -8.444258e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8149 members 
Mstep: Class 3 contains 40346 members 
Mstep: Class 4 contains 6031 members 
Mstep: Class 5 contains 22949 members 
Mstep: Class 6 contains 8516 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10887 members 
Mstep: Class 9 contains 5487 members 
Mstep: Class 10 contains 128028 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3234 members 
Mstep: Class 15 contains 116541 members 
Mstep: Class 16 contains 86275 members 
Mstep: Class 17 contains 124958 members 
Mstep: Class 18 contains 39526 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6572 members 
Mstep: Class 21 contains 9657 members 
Mstep: Class 22 contains 70577 members 
Mstep: Class 23 contains 8515 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42258 members 
Mstep: Class 26 contains 1419 members 
Mstep: Class 27 contains 4410 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27467 members 
Mstep: Class 30 contains 59999 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1755 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1545 members 
Mstep: Class 36 contains 7700 members 
Mstep: Class 37 contains 1368 members 
Mstep: Class 38 contains 10954 members 
Mstep: Class 39 contains 4471 members 
Mstep: Class 40 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442472.000000 Penalty: 89524.148438
Iteration 148Q: 41 clusters Score -8.444247e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8146 members 
Mstep: Class 3 contains 40345 members 
Mstep: Class 4 contains 6035 members 
Mstep: Class 5 contains 22956 members 
Mstep: Class 6 contains 8512 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10886 members 
Mstep: Class 9 contains 5488 members 
Mstep: Class 10 contains 128020 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3235 members 
Mstep: Class 15 contains 116521 members 
Mstep: Class 16 contains 86287 members 
Mstep: Class 17 contains 124949 members 
Mstep: Class 18 contains 39528 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 21 contains 9657 members 
Mstep: Class 22 contains 70584 members 
Mstep: Class 23 contains 8515 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42261 members 
Mstep: Class 26 contains 1419 members 
Mstep: Class 27 contains 4410 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27469 members 
Mstep: Class 30 contains 59999 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1755 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1545 members 
Mstep: Class 36 contains 7703 members 
Mstep: Class 37 contains 1369 members 
Mstep: Class 38 contains 10954 members 
Mstep: Class 39 contains 4471 members 
Mstep: Class 40 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442544.000000 Penalty: 89524.148438
Iteration 149Q: 41 clusters Score -8.444254e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8142 members 
Mstep: Class 3 contains 40343 members 
Mstep: Class 4 contains 6038 members 
Mstep: Class 5 contains 22962 members 
Mstep: Class 6 contains 8508 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10885 members 
Mstep: Class 9 contains 5490 members 
Mstep: Class 10 contains 128012 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3236 members 
Mstep: Class 15 contains 116500 members 
Mstep: Class 16 contains 86303 members 
Mstep: Class 17 contains 124940 members 
Mstep: Class 18 contains 39533 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 21 contains 9658 members 
Mstep: Class 22 contains 70590 members 
Mstep: Class 23 contains 8515 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42264 members 
Mstep: Class 26 contains 1419 members 
Mstep: Class 27 contains 4410 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27473 members 
Mstep: Class 30 contains 60000 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1755 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1545 members 
Mstep: Class 36 contains 7704 members 
Mstep: Class 37 contains 1369 members 
Mstep: Class 38 contains 10954 members 
Mstep: Class 39 contains 4471 members 
Mstep: Class 40 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442520.000000 Penalty: 89524.148438
Iteration 150Q: 41 clusters Score -8.444252e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8138 members 
Mstep: Class 3 contains 40341 members 
Mstep: Class 4 contains 6042 members 
Mstep: Class 5 contains 22964 members 
Mstep: Class 6 contains 8503 members 
Mstep: Class 7 contains 14888 members 
Mstep: Class 8 contains 10887 members 
Mstep: Class 9 contains 5491 members 
Mstep: Class 10 contains 128010 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3236 members 
Mstep: Class 15 contains 116482 members 
Mstep: Class 16 contains 86322 members 
Mstep: Class 17 contains 124935 members 
Mstep: Class 18 contains 39526 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6576 members 
Mstep: Class 21 contains 9658 members 
Mstep: Class 22 contains 70589 members 
Mstep: Class 23 contains 8516 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42272 members 
Mstep: Class 26 contains 1420 members 
Mstep: Class 27 contains 4410 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27478 members 
Mstep: Class 30 contains 59999 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1756 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1545 members 
Mstep: Class 36 contains 7706 members 
Mstep: Class 37 contains 1368 members 
Mstep: Class 38 contains 10954 members 
Mstep: Class 39 contains 4471 members 
Mstep: Class 40 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442400.000000 Penalty: 89524.148438
Iteration 151Q: 41 clusters Score -8.44424e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8137 members 
Mstep: Class 3 contains 40341 members 
Mstep: Class 4 contains 6047 members 
Mstep: Class 5 contains 22966 members 
Mstep: Class 6 contains 8503 members 
Mstep: Class 7 contains 14888 members 
Mstep: Class 8 contains 10886 members 
Mstep: Class 9 contains 5492 members 
Mstep: Class 10 contains 128007 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3236 members 
Mstep: Class 15 contains 116464 members 
Mstep: Class 16 contains 86338 members 
Mstep: Class 17 contains 124927 members 
Mstep: Class 18 contains 39523 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6577 members 
Mstep: Class 21 contains 9658 members 
Mstep: Class 22 contains 70594 members 
Mstep: Class 23 contains 8517 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42273 members 
Mstep: Class 26 contains 1420 members 
Mstep: Class 27 contains 4410 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27478 members 
Mstep: Class 30 contains 59999 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1756 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1545 members 
Mstep: Class 36 contains 7708 members 
Mstep: Class 37 contains 1369 members 
Mstep: Class 38 contains 10953 members 
Mstep: Class 39 contains 4471 members 
Mstep: Class 40 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442392.000000 Penalty: 89524.148438
Iteration 152Q: 41 clusters Score -8.444239e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8136 members 
Mstep: Class 3 contains 40341 members 
Mstep: Class 4 contains 6053 members 
Mstep: Class 5 contains 22966 members 
Mstep: Class 6 contains 8501 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10885 members 
Mstep: Class 9 contains 5492 members 
Mstep: Class 10 contains 128001 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3236 members 
Mstep: Class 15 contains 116454 members 
Mstep: Class 16 contains 86349 members 
Mstep: Class 17 contains 124922 members 
Mstep: Class 18 contains 39516 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6579 members 
Mstep: Class 21 contains 9658 members 
Mstep: Class 22 contains 70601 members 
Mstep: Class 23 contains 8517 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42274 members 
Mstep: Class 26 contains 1420 members 
Mstep: Class 27 contains 4410 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27479 members 
Mstep: Class 30 contains 60000 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1756 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1545 members 
Mstep: Class 36 contains 7709 members 
Mstep: Class 37 contains 1371 members 
Mstep: Class 38 contains 10952 members 
Mstep: Class 39 contains 4471 members 
Mstep: Class 40 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442360.000000 Penalty: 89524.148438
Iteration 153Q: 41 clusters Score -8.444236e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 40342 members 
Mstep: Class 4 contains 6055 members 
Mstep: Class 5 contains 22968 members 
Mstep: Class 6 contains 8498 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10883 members 
Mstep: Class 9 contains 5492 members 
Mstep: Class 10 contains 127993 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3236 members 
Mstep: Class 15 contains 116437 members 
Mstep: Class 16 contains 86370 members 
Mstep: Class 17 contains 124924 members 
Mstep: Class 18 contains 39508 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6583 members 
Mstep: Class 21 contains 9658 members 
Mstep: Class 22 contains 70604 members 
Mstep: Class 23 contains 8516 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42274 members 
Mstep: Class 26 contains 1420 members 
Mstep: Class 27 contains 4410 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27482 members 
Mstep: Class 30 contains 60000 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1756 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1545 members 
Mstep: Class 36 contains 7711 members 
Mstep: Class 37 contains 1372 members 
Mstep: Class 38 contains 10952 members 
Mstep: Class 39 contains 4472 members 
Mstep: Class 40 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442432.000000 Penalty: 89524.148438
Iteration 154Q: 41 clusters Score -8.444243e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8129 members 
Mstep: Class 3 contains 40341 members 
Mstep: Class 4 contains 6059 members 
Mstep: Class 5 contains 22971 members 
Mstep: Class 6 contains 8494 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10884 members 
Mstep: Class 9 contains 5493 members 
Mstep: Class 10 contains 127980 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3236 members 
Mstep: Class 15 contains 116419 members 
Mstep: Class 16 contains 86399 members 
Mstep: Class 17 contains 124922 members 
Mstep: Class 18 contains 39497 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6592 members 
Mstep: Class 21 contains 9659 members 
Mstep: Class 22 contains 70607 members 
Mstep: Class 23 contains 8516 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42271 members 
Mstep: Class 26 contains 1420 members 
Mstep: Class 27 contains 4410 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27485 members 
Mstep: Class 30 contains 59999 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1756 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1545 members 
Mstep: Class 36 contains 7712 members 
Mstep: Class 37 contains 1374 members 
Mstep: Class 38 contains 10952 members 
Mstep: Class 39 contains 4472 members 
Mstep: Class 40 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442456.000000 Penalty: 89524.148438
Iteration 155Q: 41 clusters Score -8.444246e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8128 members 
Mstep: Class 3 contains 40339 members 
Mstep: Class 4 contains 6062 members 
Mstep: Class 5 contains 22975 members 
Mstep: Class 6 contains 8494 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10885 members 
Mstep: Class 9 contains 5495 members 
Mstep: Class 10 contains 127975 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3236 members 
Mstep: Class 15 contains 116398 members 
Mstep: Class 16 contains 86439 members 
Mstep: Class 17 contains 124922 members 
Mstep: Class 18 contains 39462 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6603 members 
Mstep: Class 21 contains 9661 members 
Mstep: Class 22 contains 70615 members 
Mstep: Class 23 contains 8516 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 42268 members 
Mstep: Class 26 contains 1420 members 
Mstep: Class 27 contains 4410 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27483 members 
Mstep: Class 30 contains 59999 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1756 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1545 members 
Mstep: Class 36 contains 7712 members 
Mstep: Class 37 contains 1374 members 
Mstep: Class 38 contains 10950 members 
Mstep: Class 39 contains 4472 members 
Mstep: Class 40 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442560.000000 Penalty: 89524.148438
Iteration 156Q: 41 clusters Score -8.444256e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8128 members 
Mstep: Class 3 contains 40337 members 
Mstep: Class 4 contains 6060 members 
Mstep: Class 5 contains 22976 members 
Mstep: Class 6 contains 8490 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10887 members 
Mstep: Class 9 contains 5495 members 
Mstep: Class 10 contains 127972 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3236 members 
Mstep: Class 15 contains 116386 members 
Mstep: Class 16 contains 86478 members 
Mstep: Class 17 contains 124919 members 
Mstep: Class 18 contains 39430 members 
Mstep: Class 19 contains 3656 members 
Mstep: Class 20 contains 6609 members 
Mstep: Class 21 contains 9662 members 
Mstep: Class 22 contains 70617 members 
Mstep: Class 23 contains 8516 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 42268 members 
Mstep: Class 26 contains 1420 members 
Mstep: Class 27 contains 4410 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27486 members 
Mstep: Class 30 contains 59999 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1756 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1545 members 
Mstep: Class 36 contains 7714 members 
Mstep: Class 37 contains 1375 members 
Mstep: Class 38 contains 10951 members 
Mstep: Class 39 contains 4472 members 
Mstep: Class 40 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442640.000000 Penalty: 89524.148438
Iteration 157Q: 41 clusters Score -8.444264e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8125 members 
Mstep: Class 3 contains 40335 members 
Mstep: Class 4 contains 6073 members 
Mstep: Class 5 contains 22976 members 
Mstep: Class 6 contains 8487 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10884 members 
Mstep: Class 9 contains 5493 members 
Mstep: Class 10 contains 127966 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3236 members 
Mstep: Class 15 contains 116367 members 
Mstep: Class 16 contains 86525 members 
Mstep: Class 17 contains 124918 members 
Mstep: Class 18 contains 39379 members 
Mstep: Class 19 contains 3656 members 
Mstep: Class 20 contains 6615 members 
Mstep: Class 21 contains 9662 members 
Mstep: Class 22 contains 70627 members 
Mstep: Class 23 contains 8517 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 42270 members 
Mstep: Class 26 contains 1420 members 
Mstep: Class 27 contains 4410 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27495 members 
Mstep: Class 30 contains 59999 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1756 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1545 members 
Mstep: Class 36 contains 7716 members 
Mstep: Class 37 contains 1375 members 
Mstep: Class 38 contains 10951 members 
Mstep: Class 39 contains 4472 members 
Mstep: Class 40 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442568.000000 Penalty: 89524.148438
Iteration 158Q: 41 clusters Score -8.444257e+07 nChanged 218
Entering ConstructFrom: 
Score: -84442568.000000 Penalty: 89524.148438
Entering ConstructFrom: 
Trying to split cluster 1 (51366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51366 members 
Entering Unmasked Estep 
Score: -4604956.000000 Penalty: 1762.593994
	Iteration 0F: 2 clusters Score -4604956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -4570716.500000 Penalty: 3525.187988
	Iteration 0F: 3 clusters Score -4570716 nChanged 24095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -4584864.500000 Penalty: 3525.187988
	Iteration 1F: 3 clusters Score -4584864 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -4585861.500000 Penalty: 3525.187988
	Iteration 2Q: 3 clusters Score -4585862 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -4587307.500000 Penalty: 3525.187988
	Iteration 3F: 3 clusters Score -4587308 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -4589592.000000 Penalty: 3525.187988
	Iteration 4F: 3 clusters Score -4589592 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -4592743.500000 Penalty: 3525.187988
	Iteration 5F: 3 clusters Score -4592744 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -4595927.500000 Penalty: 3525.187988
	Iteration 6F: 3 clusters Score -4595928 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -4598619.000000 Penalty: 3525.187988
	Iteration 7F: 3 clusters Score -4598619 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -4600429.500000 Penalty: 3525.187988
	Iteration 8Q: 3 clusters Score -4600430 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -4601515.500000 Penalty: 3525.187988
	Iteration 9Q: 3 clusters Score -4601516 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
Score: -4602135.000000 Penalty: 3525.187988
	Iteration 10Q: 3 clusters Score -4602135 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 47636 members 
Entering Unmasked Estep 
Score: -4602510.000000 Penalty: 3525.187988
	Iteration 11Q: 3 clusters Score -4602510 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 48097 members 
Entering Unmasked Estep 
Score: -4602820.000000 Penalty: 3525.187988
	Iteration 12Q: 3 clusters Score -4602820 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 48466 members 
Entering Unmasked Estep 
Score: -4603063.000000 Penalty: 3525.187988
	Iteration 13Q: 3 clusters Score -4603063 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 48747 members 
Entering Unmasked Estep 
Score: -4603226.500000 Penalty: 3525.187988
	Iteration 14Q: 3 clusters Score -4603226 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 48960 members 
Entering Unmasked Estep 
Score: -4603347.000000 Penalty: 3525.187988
	Iteration 15Q: 3 clusters Score -4603347 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -4603424.000000 Penalty: 3525.187988
	Iteration 16Q: 3 clusters Score -4603424 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 49280 members 
Entering Unmasked Estep 
Score: -4603478.000000 Penalty: 3525.187988
	Iteration 17Q: 3 clusters Score -4603478 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 49394 members 
Entering Unmasked Estep 
Score: -4603509.000000 Penalty: 3525.187988
	Iteration 18Q: 3 clusters Score -4603509 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 49472 members 
Entering Unmasked Estep 
Score: -4603543.000000 Penalty: 3525.187988
	Iteration 19Q: 3 clusters Score -4603543 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 49543 members 
Entering Unmasked Estep 
Score: -4603553.500000 Penalty: 3525.187988
	Iteration 20F: 3 clusters Score -4603554 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 49596 members 
Entering Unmasked Estep 
Score: -4603567.500000 Penalty: 3525.187988
	Iteration 21Q: 3 clusters Score -4603568 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 49648 members 
Entering Unmasked Estep 
Score: -4603584.500000 Penalty: 3525.187988
	Iteration 22Q: 3 clusters Score -4603584 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 49702 members 
Entering Unmasked Estep 
Score: -4603603.000000 Penalty: 3525.187988
	Iteration 23Q: 3 clusters Score -4603603 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 49749 members 
Entering Unmasked Estep 
Score: -4603610.500000 Penalty: 3525.187988
	Iteration 24Q: 3 clusters Score -4603610 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 49801 members 
Entering Unmasked Estep 
Score: -4603632.500000 Penalty: 3525.187988
	Iteration 25Q: 3 clusters Score -4603632 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 49849 members 
Entering Unmasked Estep 
Score: -4603637.500000 Penalty: 3525.187988
	Iteration 26Q: 3 clusters Score -4603638 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 49880 members 
Entering Unmasked Estep 
Score: -4603639.000000 Penalty: 3525.187988
	Iteration 27Q: 3 clusters Score -4603639 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 49902 members 
Entering Unmasked Estep 
Score: -4603641.000000 Penalty: 3525.187988
	Iteration 28Q: 3 clusters Score -4603641 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 49934 members 
Entering Unmasked Estep 
Score: -4603645.000000 Penalty: 3525.187988
	Iteration 29Q: 3 clusters Score -4603645 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 49961 members 
Entering Unmasked Estep 
Score: -4603648.000000 Penalty: 3525.187988
	Iteration 30Q: 3 clusters Score -4603648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 49986 members 
Entering Unmasked Estep 
Score: -4603659.500000 Penalty: 3525.187988
	Iteration 31Q: 3 clusters Score -4603660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -4603666.000000 Penalty: 3525.187988
	Iteration 32Q: 3 clusters Score -4603666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 50040 members 
Entering Unmasked Estep 
Score: -4603673.000000 Penalty: 3525.187988
	Iteration 33Q: 3 clusters Score -4603673 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 50065 members 
Entering Unmasked Estep 
Score: -4603664.500000 Penalty: 3525.187988
	Iteration 34Q: 3 clusters Score -4603664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 50090 members 
Entering Unmasked Estep 
Score: -4603680.000000 Penalty: 3525.187988
	Iteration 35Q: 3 clusters Score -4603680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 50112 members 
Entering Unmasked Estep 
Score: -4603682.500000 Penalty: 3525.187988
	Iteration 36Q: 3 clusters Score -4603682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 50133 members 
Entering Unmasked Estep 
Score: -4603688.500000 Penalty: 3525.187988
	Iteration 37Q: 3 clusters Score -4603688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 50151 members 
Entering Unmasked Estep 
Score: -4603693.000000 Penalty: 3525.187988
	Iteration 38Q: 3 clusters Score -4603693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 50161 members 
Entering Unmasked Estep 
Score: -4603696.000000 Penalty: 3525.187988
	Iteration 39Q: 3 clusters Score -4603696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 50167 members 
Entering Unmasked Estep 
Score: -4603697.500000 Penalty: 3525.187988
	Iteration 40F: 3 clusters Score -4603698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 50173 members 
Entering Unmasked Estep 
Score: -4603701.500000 Penalty: 3525.187988
	Iteration 41Q: 3 clusters Score -4603702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 50177 members 
Entering Unmasked Estep 
Score: -4603702.000000 Penalty: 3525.187988
	Iteration 42Q: 3 clusters Score -4603702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 50181 members 
Entering Unmasked Estep 
Score: -4603694.000000 Penalty: 3525.187988
	Iteration 43Q: 3 clusters Score -4603694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 50182 members 
Entering Unmasked Estep 
Score: -4603694.500000 Penalty: 3525.187988
	Iteration 44Q: 3 clusters Score -4603694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 50187 members 
Entering Unmasked Estep 
Score: -4603699.000000 Penalty: 3525.187988
	Iteration 45Q: 3 clusters Score -4603699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 50193 members 
Entering Unmasked Estep 
Score: -4603701.500000 Penalty: 3525.187988
	Iteration 46Q: 3 clusters Score -4603702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 50194 members 
Entering Unmasked Estep 
Score: -4603698.000000 Penalty: 3525.187988
	Iteration 47Q: 3 clusters Score -4603698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 50194 members 
Entering Unmasked Estep 
Score: -4603698.000000 Penalty: 3525.187988
	Iteration 48F: 3 clusters Score -4603698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Entering Unmasked Estep 
Score: -723178.812500 Penalty: 1462.838867
	Iteration 0F: 2 clusters Score -723178.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -717242.375000 Penalty: 2925.677734
	Iteration 0F: 3 clusters Score -717242.4 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -719080.875000 Penalty: 2925.677734
	Iteration 1F: 3 clusters Score -719080.9 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -719439.062500 Penalty: 2925.677734
	Iteration 2F: 3 clusters Score -719439.1 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -720149.000000 Penalty: 2925.677734
	Iteration 3F: 3 clusters Score -720149 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -721297.875000 Penalty: 2925.677734
	Iteration 4F: 3 clusters Score -721297.9 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -722158.437500 Penalty: 2925.677734
	Iteration 5F: 3 clusters Score -722158.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -722626.312500 Penalty: 2925.677734
	Iteration 6F: 3 clusters Score -722626.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -722829.000000 Penalty: 2925.677734
	Iteration 7Q: 3 clusters Score -722829 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -722931.812500 Penalty: 2925.677734
	Iteration 8Q: 3 clusters Score -722931.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -722990.062500 Penalty: 2925.677734
	Iteration 9Q: 3 clusters Score -722990.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -723029.000000 Penalty: 2925.677734
	Iteration 10Q: 3 clusters Score -723029 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -723058.687500 Penalty: 2925.677734
	Iteration 11Q: 3 clusters Score -723058.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -723069.812500 Penalty: 2925.677734
	Iteration 12Q: 3 clusters Score -723069.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -723076.375000 Penalty: 2925.677734
	Iteration 13Q: 3 clusters Score -723076.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -723084.125000 Penalty: 2925.677734
	Iteration 14Q: 3 clusters Score -723084.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -723088.125000 Penalty: 2925.677734
	Iteration 15Q: 3 clusters Score -723088.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -723090.812500 Penalty: 2925.677734
	Iteration 16Q: 3 clusters Score -723090.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -723092.937500 Penalty: 2925.677734
	Iteration 17Q: 3 clusters Score -723092.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -723092.062500 Penalty: 2925.677734
	Iteration 18Q: 3 clusters Score -723092.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -723094.312500 Penalty: 2925.677734
	Iteration 19Q: 3 clusters Score -723094.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -723098.062500 Penalty: 2925.677734
	Iteration 20F: 3 clusters Score -723098.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -723097.875000 Penalty: 2925.677734
	Iteration 21Q: 3 clusters Score -723097.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -723100.250000 Penalty: 2925.677734
	Iteration 22Q: 3 clusters Score -723100.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -723102.125000 Penalty: 2925.677734
	Iteration 23Q: 3 clusters Score -723102.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -723104.000000 Penalty: 2925.677734
	Iteration 24Q: 3 clusters Score -723104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -723105.250000 Penalty: 2925.677734
	Iteration 25Q: 3 clusters Score -723105.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -723105.375000 Penalty: 2925.677734
	Iteration 26Q: 3 clusters Score -723105.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -723105.250000 Penalty: 2925.677734
	Iteration 27Q: 3 clusters Score -723105.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -723105.250000 Penalty: 2925.677734
	Iteration 28F: 3 clusters Score -723105.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (40336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Entering Unmasked Estep 
Score: -3674016.000000 Penalty: 1723.312378
	Iteration 0F: 2 clusters Score -3674016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -3646986.750000 Penalty: 3446.624756
	Iteration 0F: 3 clusters Score -3646987 nChanged 18795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -3658151.000000 Penalty: 3446.624756
	Iteration 1F: 3 clusters Score -3658151 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -3659479.500000 Penalty: 3446.624756
	Iteration 2F: 3 clusters Score -3659480 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -3661372.500000 Penalty: 3446.624756
	Iteration 3F: 3 clusters Score -3661372 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -3663444.500000 Penalty: 3446.624756
	Iteration 4F: 3 clusters Score -3663444 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -3665205.250000 Penalty: 3446.624756
	Iteration 5F: 3 clusters Score -3665205 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -3666738.250000 Penalty: 3446.624756
	Iteration 6F: 3 clusters Score -3666738 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -3668043.000000 Penalty: 3446.624756
	Iteration 7Q: 3 clusters Score -3668043 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -3669315.500000 Penalty: 3446.624756
	Iteration 8Q: 3 clusters Score -3669316 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 35250 members 
Entering Unmasked Estep 
Score: -3670314.000000 Penalty: 3446.624756
	Iteration 9Q: 3 clusters Score -3670314 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -3671097.000000 Penalty: 3446.624756
	Iteration 10Q: 3 clusters Score -3671097 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -3671668.000000 Penalty: 3446.624756
	Iteration 11Q: 3 clusters Score -3671668 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -3672031.500000 Penalty: 3446.624756
	Iteration 12Q: 3 clusters Score -3672032 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -3672223.250000 Penalty: 3446.624756
	Iteration 13Q: 3 clusters Score -3672223 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -3672314.250000 Penalty: 3446.624756
	Iteration 14Q: 3 clusters Score -3672314 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -3672409.250000 Penalty: 3446.624756
	Iteration 15Q: 3 clusters Score -3672409 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -3672510.250000 Penalty: 3446.624756
	Iteration 16Q: 3 clusters Score -3672510 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -3672619.250000 Penalty: 3446.624756
	Iteration 17Q: 3 clusters Score -3672619 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
Score: -3672748.250000 Penalty: 3446.624756
	Iteration 18Q: 3 clusters Score -3672748 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -3672859.250000 Penalty: 3446.624756
	Iteration 19Q: 3 clusters Score -3672859 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -3672954.500000 Penalty: 3446.624756
	Iteration 20F: 3 clusters Score -3672954 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -3673025.500000 Penalty: 3446.624756
	Iteration 21Q: 3 clusters Score -3673026 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -3673071.750000 Penalty: 3446.624756
	Iteration 22Q: 3 clusters Score -3673072 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -3673093.750000 Penalty: 3446.624756
	Iteration 23Q: 3 clusters Score -3673094 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -3673115.750000 Penalty: 3446.624756
	Iteration 24Q: 3 clusters Score -3673116 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -3673121.500000 Penalty: 3446.624756
	Iteration 25Q: 3 clusters Score -3673122 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -3673131.750000 Penalty: 3446.624756
	Iteration 26Q: 3 clusters Score -3673132 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -3673135.250000 Penalty: 3446.624756
	Iteration 27Q: 3 clusters Score -3673135 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -3673140.250000 Penalty: 3446.624756
	Iteration 28Q: 3 clusters Score -3673140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -3673141.000000 Penalty: 3446.624756
	Iteration 29Q: 3 clusters Score -3673141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -3673150.500000 Penalty: 3446.624756
	Iteration 30Q: 3 clusters Score -3673150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -3673155.000000 Penalty: 3446.624756
	Iteration 31Q: 3 clusters Score -3673155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -3673147.250000 Penalty: 3446.624756
	Iteration 32Q: 3 clusters Score -3673147 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -3673163.500000 Penalty: 3446.624756
	Iteration 33Q: 3 clusters Score -3673164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -3673168.750000 Penalty: 3446.624756
	Iteration 34Q: 3 clusters Score -3673169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -3673187.000000 Penalty: 3446.624756
	Iteration 35Q: 3 clusters Score -3673187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -3673189.000000 Penalty: 3446.624756
	Iteration 36Q: 3 clusters Score -3673189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -3673188.500000 Penalty: 3446.624756
	Iteration 37Q: 3 clusters Score -3673188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -3673187.250000 Penalty: 3446.624756
	Iteration 38Q: 3 clusters Score -3673187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -3673192.000000 Penalty: 3446.624756
	Iteration 39Q: 3 clusters Score -3673192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -3673189.250000 Penalty: 3446.624756
	Iteration 40F: 3 clusters Score -3673189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -3673190.500000 Penalty: 3446.624756
	Iteration 41Q: 3 clusters Score -3673190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -3673189.500000 Penalty: 3446.624756
	Iteration 42Q: 3 clusters Score -3673190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -3673189.500000 Penalty: 3446.624756
	Iteration 43F: 3 clusters Score -3673190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Entering Unmasked Estep 
Score: -558271.500000 Penalty: 1415.983765
	Iteration 0F: 2 clusters Score -558271.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -553598.687500 Penalty: 2831.967529
	Iteration 0F: 3 clusters Score -553598.7 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -555004.500000 Penalty: 2831.967529
	Iteration 1F: 3 clusters Score -555004.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -555211.625000 Penalty: 2831.967529
	Iteration 2F: 3 clusters Score -555211.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -555341.062500 Penalty: 2831.967529
	Iteration 3Q: 3 clusters Score -555341.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -555442.625000 Penalty: 2831.967529
	Iteration 4Q: 3 clusters Score -555442.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -555522.125000 Penalty: 2831.967529
	Iteration 5Q: 3 clusters Score -555522.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -555600.312500 Penalty: 2831.967529
	Iteration 6Q: 3 clusters Score -555600.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -555680.875000 Penalty: 2831.967529
	Iteration 7Q: 3 clusters Score -555680.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -555758.375000 Penalty: 2831.967529
	Iteration 8Q: 3 clusters Score -555758.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -555835.187500 Penalty: 2831.967529
	Iteration 9Q: 3 clusters Score -555835.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -555924.937500 Penalty: 2831.967529
	Iteration 10Q: 3 clusters Score -555924.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -556023.250000 Penalty: 2831.967529
	Iteration 11Q: 3 clusters Score -556023.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -556153.625000 Penalty: 2831.967529
	Iteration 12Q: 3 clusters Score -556153.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -556311.250000 Penalty: 2831.967529
	Iteration 13Q: 3 clusters Score -556311.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -556465.937500 Penalty: 2831.967529
	Iteration 14Q: 3 clusters Score -556465.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -556630.812500 Penalty: 2831.967529
	Iteration 15Q: 3 clusters Score -556630.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -556774.187500 Penalty: 2831.967529
	Iteration 16Q: 3 clusters Score -556774.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -556950.062500 Penalty: 2831.967529
	Iteration 17Q: 3 clusters Score -556950.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -557135.687500 Penalty: 2831.967529
	Iteration 18Q: 3 clusters Score -557135.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -557299.500000 Penalty: 2831.967529
	Iteration 19Q: 3 clusters Score -557299.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -557435.187500 Penalty: 2831.967529
	Iteration 20F: 3 clusters Score -557435.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -557556.437500 Penalty: 2831.967529
	Iteration 21Q: 3 clusters Score -557556.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -557651.625000 Penalty: 2831.967529
	Iteration 22Q: 3 clusters Score -557651.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -557725.250000 Penalty: 2831.967529
	Iteration 23Q: 3 clusters Score -557725.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -557790.625000 Penalty: 2831.967529
	Iteration 24Q: 3 clusters Score -557790.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -557846.375000 Penalty: 2831.967529
	Iteration 25Q: 3 clusters Score -557846.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -557869.500000 Penalty: 2831.967529
	Iteration 26Q: 3 clusters Score -557869.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -557880.937500 Penalty: 2831.967529
	Iteration 27Q: 3 clusters Score -557880.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -557892.687500 Penalty: 2831.967529
	Iteration 28Q: 3 clusters Score -557892.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -557904.062500 Penalty: 2831.967529
	Iteration 29Q: 3 clusters Score -557904.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -557910.750000 Penalty: 2831.967529
	Iteration 30Q: 3 clusters Score -557910.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -557912.000000 Penalty: 2831.967529
	Iteration 31Q: 3 clusters Score -557912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -557915.812500 Penalty: 2831.967529
	Iteration 32Q: 3 clusters Score -557915.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -557918.812500 Penalty: 2831.967529
	Iteration 33Q: 3 clusters Score -557918.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -557921.750000 Penalty: 2831.967529
	Iteration 34Q: 3 clusters Score -557921.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -557922.812500 Penalty: 2831.967529
	Iteration 35Q: 3 clusters Score -557922.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -557923.625000 Penalty: 2831.967529
	Iteration 36Q: 3 clusters Score -557923.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -557924.687500 Penalty: 2831.967529
	Iteration 37Q: 3 clusters Score -557924.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -557926.062500 Penalty: 2831.967529
	Iteration 38Q: 3 clusters Score -557926.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -557926.750000 Penalty: 2831.967529
	Iteration 39Q: 3 clusters Score -557926.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -557926.750000 Penalty: 2831.967529
	Iteration 40F: 3 clusters Score -557926.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -557928.250000 Penalty: 2831.967529
	Iteration 41Q: 3 clusters Score -557928.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -557928.375000 Penalty: 2831.967529
	Iteration 42Q: 3 clusters Score -557928.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -557928.250000 Penalty: 2831.967529
	Iteration 43Q: 3 clusters Score -557928.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -557929.125000 Penalty: 2831.967529
	Iteration 44Q: 3 clusters Score -557929.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -557929.187500 Penalty: 2831.967529
	Iteration 45Q: 3 clusters Score -557929.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -557929.187500 Penalty: 2831.967529
	Iteration 46F: 3 clusters Score -557929.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Entering Unmasked Estep 
Score: -2115107.000000 Penalty: 1631.879639
	Iteration 0F: 2 clusters Score -2115107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2099522.000000 Penalty: 3263.759277
	Iteration 0F: 3 clusters Score -2099522 nChanged 10393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2105134.250000 Penalty: 3263.759277
	Iteration 1F: 3 clusters Score -2105134 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2105467.500000 Penalty: 3263.759277
	Iteration 2Q: 3 clusters Score -2105468 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2105753.250000 Penalty: 3263.759277
	Iteration 3Q: 3 clusters Score -2105753 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2105985.250000 Penalty: 3263.759277
	Iteration 4Q: 3 clusters Score -2105985 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2106211.500000 Penalty: 3263.759277
	Iteration 5Q: 3 clusters Score -2106212 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -2106443.250000 Penalty: 3263.759277
	Iteration 6Q: 3 clusters Score -2106443 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2106692.500000 Penalty: 3263.759277
	Iteration 7Q: 3 clusters Score -2106692 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2107004.250000 Penalty: 3263.759277
	Iteration 8Q: 3 clusters Score -2107004 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2107423.500000 Penalty: 3263.759277
	Iteration 9Q: 3 clusters Score -2107424 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2108021.750000 Penalty: 3263.759277
	Iteration 10Q: 3 clusters Score -2108022 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -2108794.250000 Penalty: 3263.759277
	Iteration 11F: 3 clusters Score -2108794 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2109831.000000 Penalty: 3263.759277
	Iteration 12F: 3 clusters Score -2109831 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2110999.750000 Penalty: 3263.759277
	Iteration 13F: 3 clusters Score -2111000 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2112060.750000 Penalty: 3263.759277
	Iteration 14F: 3 clusters Score -2112061 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2112811.000000 Penalty: 3263.759277
	Iteration 15Q: 3 clusters Score -2112811 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2113222.500000 Penalty: 3263.759277
	Iteration 16Q: 3 clusters Score -2113222 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2113434.250000 Penalty: 3263.759277
	Iteration 17Q: 3 clusters Score -2113434 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2113530.500000 Penalty: 3263.759277
	Iteration 18Q: 3 clusters Score -2113530 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2113604.250000 Penalty: 3263.759277
	Iteration 19Q: 3 clusters Score -2113604 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2113646.750000 Penalty: 3263.759277
	Iteration 20F: 3 clusters Score -2113647 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2113679.000000 Penalty: 3263.759277
	Iteration 21Q: 3 clusters Score -2113679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2113697.750000 Penalty: 3263.759277
	Iteration 22Q: 3 clusters Score -2113698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2113711.000000 Penalty: 3263.759277
	Iteration 23Q: 3 clusters Score -2113711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2113721.000000 Penalty: 3263.759277
	Iteration 24Q: 3 clusters Score -2113721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2113730.000000 Penalty: 3263.759277
	Iteration 25Q: 3 clusters Score -2113730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2113733.500000 Penalty: 3263.759277
	Iteration 26Q: 3 clusters Score -2113734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2113733.000000 Penalty: 3263.759277
	Iteration 27Q: 3 clusters Score -2113733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2113738.500000 Penalty: 3263.759277
	Iteration 28Q: 3 clusters Score -2113738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2113738.500000 Penalty: 3263.759277
	Iteration 29Q: 3 clusters Score -2113738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2113739.250000 Penalty: 3263.759277
	Iteration 30Q: 3 clusters Score -2113739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2113739.250000 Penalty: 3263.759277
	Iteration 31F: 3 clusters Score -2113739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Entering Unmasked Estep 
Score: -709188.312500 Penalty: 1469.926514
	Iteration 0F: 2 clusters Score -709188.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -702909.562500 Penalty: 2939.853027
	Iteration 0F: 3 clusters Score -702909.6 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -705000.187500 Penalty: 2939.853027
	Iteration 1F: 3 clusters Score -705000.2 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -705398.062500 Penalty: 2939.853027
	Iteration 2F: 3 clusters Score -705398.1 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -705801.000000 Penalty: 2939.853027
	Iteration 3F: 3 clusters Score -705801 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -706132.375000 Penalty: 2939.853027
	Iteration 4F: 3 clusters Score -706132.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -706399.375000 Penalty: 2939.853027
	Iteration 5F: 3 clusters Score -706399.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -706588.750000 Penalty: 2939.853027
	Iteration 6Q: 3 clusters Score -706588.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -706768.937500 Penalty: 2939.853027
	Iteration 7Q: 3 clusters Score -706768.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -706955.875000 Penalty: 2939.853027
	Iteration 8Q: 3 clusters Score -706955.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -707106.812500 Penalty: 2939.853027
	Iteration 9Q: 3 clusters Score -707106.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -707233.312500 Penalty: 2939.853027
	Iteration 10Q: 3 clusters Score -707233.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -707339.875000 Penalty: 2939.853027
	Iteration 11Q: 3 clusters Score -707339.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -707420.812500 Penalty: 2939.853027
	Iteration 12Q: 3 clusters Score -707420.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -707480.625000 Penalty: 2939.853027
	Iteration 13Q: 3 clusters Score -707480.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -707539.312500 Penalty: 2939.853027
	Iteration 14Q: 3 clusters Score -707539.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -707582.812500 Penalty: 2939.853027
	Iteration 15Q: 3 clusters Score -707582.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -707617.250000 Penalty: 2939.853027
	Iteration 16Q: 3 clusters Score -707617.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -707638.375000 Penalty: 2939.853027
	Iteration 17Q: 3 clusters Score -707638.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -707659.875000 Penalty: 2939.853027
	Iteration 18Q: 3 clusters Score -707659.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -707688.062500 Penalty: 2939.853027
	Iteration 19Q: 3 clusters Score -707688.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -707711.437500 Penalty: 2939.853027
	Iteration 20F: 3 clusters Score -707711.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -707724.062500 Penalty: 2939.853027
	Iteration 21Q: 3 clusters Score -707724.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -707737.000000 Penalty: 2939.853027
	Iteration 22Q: 3 clusters Score -707737 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -707743.875000 Penalty: 2939.853027
	Iteration 23Q: 3 clusters Score -707743.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -707755.687500 Penalty: 2939.853027
	Iteration 24Q: 3 clusters Score -707755.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -707765.125000 Penalty: 2939.853027
	Iteration 25Q: 3 clusters Score -707765.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -707770.875000 Penalty: 2939.853027
	Iteration 26Q: 3 clusters Score -707770.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -707776.375000 Penalty: 2939.853027
	Iteration 27Q: 3 clusters Score -707776.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -707784.625000 Penalty: 2939.853027
	Iteration 28Q: 3 clusters Score -707784.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -707793.750000 Penalty: 2939.853027
	Iteration 29Q: 3 clusters Score -707793.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -707806.750000 Penalty: 2939.853027
	Iteration 30Q: 3 clusters Score -707806.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -707822.750000 Penalty: 2939.853027
	Iteration 31Q: 3 clusters Score -707822.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -707845.750000 Penalty: 2939.853027
	Iteration 32Q: 3 clusters Score -707845.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -707862.437500 Penalty: 2939.853027
	Iteration 33Q: 3 clusters Score -707862.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -707877.937500 Penalty: 2939.853027
	Iteration 34Q: 3 clusters Score -707877.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -707897.750000 Penalty: 2939.853027
	Iteration 35Q: 3 clusters Score -707897.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -707923.312500 Penalty: 2939.853027
	Iteration 36Q: 3 clusters Score -707923.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -707943.437500 Penalty: 2939.853027
	Iteration 37Q: 3 clusters Score -707943.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -707961.312500 Penalty: 2939.853027
	Iteration 38Q: 3 clusters Score -707961.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -707975.625000 Penalty: 2939.853027
	Iteration 39Q: 3 clusters Score -707975.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -707989.937500 Penalty: 2939.853027
	Iteration 40F: 3 clusters Score -707989.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -708001.687500 Penalty: 2939.853027
	Iteration 41Q: 3 clusters Score -708001.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -708010.437500 Penalty: 2939.853027
	Iteration 42Q: 3 clusters Score -708010.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -708018.187500 Penalty: 2939.853027
	Iteration 43Q: 3 clusters Score -708018.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -708028.312500 Penalty: 2939.853027
	Iteration 44Q: 3 clusters Score -708028.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -708036.062500 Penalty: 2939.853027
	Iteration 45Q: 3 clusters Score -708036.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -708038.625000 Penalty: 2939.853027
	Iteration 46Q: 3 clusters Score -708038.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -708043.375000 Penalty: 2939.853027
	Iteration 47Q: 3 clusters Score -708043.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -708048.687500 Penalty: 2939.853027
	Iteration 48Q: 3 clusters Score -708048.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -708051.875000 Penalty: 2939.853027
	Iteration 49Q: 3 clusters Score -708051.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -708053.937500 Penalty: 2939.853027
	Iteration 50Q: 3 clusters Score -708053.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -708057.062500 Penalty: 2939.853027
	Iteration 51Q: 3 clusters Score -708057.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -708057.562500 Penalty: 2939.853027
	Iteration 52Q: 3 clusters Score -708057.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -708058.250000 Penalty: 2939.853027
	Iteration 53Q: 3 clusters Score -708058.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -708061.875000 Penalty: 2939.853027
	Iteration 54Q: 3 clusters Score -708061.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -708064.062500 Penalty: 2939.853027
	Iteration 55Q: 3 clusters Score -708064.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -708067.750000 Penalty: 2939.853027
	Iteration 56Q: 3 clusters Score -708067.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -708071.062500 Penalty: 2939.853027
	Iteration 57Q: 3 clusters Score -708071.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -708072.750000 Penalty: 2939.853027
	Iteration 58Q: 3 clusters Score -708072.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -708076.375000 Penalty: 2939.853027
	Iteration 59Q: 3 clusters Score -708076.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -708080.750000 Penalty: 2939.853027
	Iteration 60F: 3 clusters Score -708080.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -708084.687500 Penalty: 2939.853027
	Iteration 61Q: 3 clusters Score -708084.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -708090.312500 Penalty: 2939.853027
	Iteration 62Q: 3 clusters Score -708090.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -708100.562500 Penalty: 2939.853027
	Iteration 63Q: 3 clusters Score -708100.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -708109.375000 Penalty: 2939.853027
	Iteration 64Q: 3 clusters Score -708109.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -708124.375000 Penalty: 2939.853027
	Iteration 65Q: 3 clusters Score -708124.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -708135.437500 Penalty: 2939.853027
	Iteration 66Q: 3 clusters Score -708135.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -708144.187500 Penalty: 2939.853027
	Iteration 67Q: 3 clusters Score -708144.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -708152.375000 Penalty: 2939.853027
	Iteration 68Q: 3 clusters Score -708152.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -708161.937500 Penalty: 2939.853027
	Iteration 69Q: 3 clusters Score -708161.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -708166.500000 Penalty: 2939.853027
	Iteration 70Q: 3 clusters Score -708166.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -708170.437500 Penalty: 2939.853027
	Iteration 71Q: 3 clusters Score -708170.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -708177.937500 Penalty: 2939.853027
	Iteration 72Q: 3 clusters Score -708177.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -708182.062500 Penalty: 2939.853027
	Iteration 73Q: 3 clusters Score -708182.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -708187.125000 Penalty: 2939.853027
	Iteration 74Q: 3 clusters Score -708187.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -708190.437500 Penalty: 2939.853027
	Iteration 75Q: 3 clusters Score -708190.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -708192.937500 Penalty: 2939.853027
	Iteration 76Q: 3 clusters Score -708192.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -708193.187500 Penalty: 2939.853027
	Iteration 77Q: 3 clusters Score -708193.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -708194.062500 Penalty: 2939.853027
	Iteration 78Q: 3 clusters Score -708194.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -708193.875000 Penalty: 2939.853027
	Iteration 79Q: 3 clusters Score -708193.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -708194.625000 Penalty: 2939.853027
	Iteration 80F: 3 clusters Score -708194.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -708196.125000 Penalty: 2939.853027
	Iteration 81Q: 3 clusters Score -708196.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -708196.125000 Penalty: 2939.853027
	Iteration 82F: 3 clusters Score -708196.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Entering Unmasked Estep 
Score: -1331425.125000 Penalty: 1561.361450
	Iteration 0F: 2 clusters Score -1331425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1321057.750000 Penalty: 3122.722900
	Iteration 0F: 3 clusters Score -1321058 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1324665.250000 Penalty: 3122.722900
	Iteration 1F: 3 clusters Score -1324665 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1325038.000000 Penalty: 3122.722900
	Iteration 2F: 3 clusters Score -1325038 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1325427.625000 Penalty: 3122.722900
	Iteration 3F: 3 clusters Score -1325428 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1325966.375000 Penalty: 3122.722900
	Iteration 4F: 3 clusters Score -1325966 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1326638.250000 Penalty: 3122.722900
	Iteration 5F: 3 clusters Score -1326638 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1327380.250000 Penalty: 3122.722900
	Iteration 6F: 3 clusters Score -1327380 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1328113.000000 Penalty: 3122.722900
	Iteration 7F: 3 clusters Score -1328113 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1328785.625000 Penalty: 3122.722900
	Iteration 8F: 3 clusters Score -1328786 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1329349.750000 Penalty: 3122.722900
	Iteration 9Q: 3 clusters Score -1329350 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1329776.125000 Penalty: 3122.722900
	Iteration 10Q: 3 clusters Score -1329776 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1330047.000000 Penalty: 3122.722900
	Iteration 11Q: 3 clusters Score -1330047 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1330221.500000 Penalty: 3122.722900
	Iteration 12Q: 3 clusters Score -1330222 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1330329.750000 Penalty: 3122.722900
	Iteration 13Q: 3 clusters Score -1330330 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1330417.375000 Penalty: 3122.722900
	Iteration 14Q: 3 clusters Score -1330417 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1330479.125000 Penalty: 3122.722900
	Iteration 15Q: 3 clusters Score -1330479 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1330545.125000 Penalty: 3122.722900
	Iteration 16Q: 3 clusters Score -1330545 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1330588.000000 Penalty: 3122.722900
	Iteration 17Q: 3 clusters Score -1330588 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1330620.375000 Penalty: 3122.722900
	Iteration 18Q: 3 clusters Score -1330620 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1330642.375000 Penalty: 3122.722900
	Iteration 19Q: 3 clusters Score -1330642 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1330668.750000 Penalty: 3122.722900
	Iteration 20F: 3 clusters Score -1330669 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1330698.500000 Penalty: 3122.722900
	Iteration 21Q: 3 clusters Score -1330698 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1330719.375000 Penalty: 3122.722900
	Iteration 22Q: 3 clusters Score -1330719 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1330744.500000 Penalty: 3122.722900
	Iteration 23Q: 3 clusters Score -1330744 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1330763.500000 Penalty: 3122.722900
	Iteration 24Q: 3 clusters Score -1330764 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1330797.125000 Penalty: 3122.722900
	Iteration 25Q: 3 clusters Score -1330797 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1330823.375000 Penalty: 3122.722900
	Iteration 26Q: 3 clusters Score -1330823 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1330852.875000 Penalty: 3122.722900
	Iteration 27Q: 3 clusters Score -1330853 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1330876.375000 Penalty: 3122.722900
	Iteration 28Q: 3 clusters Score -1330876 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1330897.625000 Penalty: 3122.722900
	Iteration 29Q: 3 clusters Score -1330898 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1330918.375000 Penalty: 3122.722900
	Iteration 30Q: 3 clusters Score -1330918 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1330939.500000 Penalty: 3122.722900
	Iteration 31Q: 3 clusters Score -1330940 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1330963.250000 Penalty: 3122.722900
	Iteration 32Q: 3 clusters Score -1330963 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1330996.875000 Penalty: 3122.722900
	Iteration 33Q: 3 clusters Score -1330997 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1331043.125000 Penalty: 3122.722900
	Iteration 34Q: 3 clusters Score -1331043 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1331087.500000 Penalty: 3122.722900
	Iteration 35Q: 3 clusters Score -1331088 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1331126.250000 Penalty: 3122.722900
	Iteration 36Q: 3 clusters Score -1331126 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1331152.875000 Penalty: 3122.722900
	Iteration 37Q: 3 clusters Score -1331153 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1331172.250000 Penalty: 3122.722900
	Iteration 38Q: 3 clusters Score -1331172 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1331193.125000 Penalty: 3122.722900
	Iteration 39Q: 3 clusters Score -1331193 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1331213.250000 Penalty: 3122.722900
	Iteration 40F: 3 clusters Score -1331213 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1331224.125000 Penalty: 3122.722900
	Iteration 41Q: 3 clusters Score -1331224 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1331228.875000 Penalty: 3122.722900
	Iteration 42Q: 3 clusters Score -1331229 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1331237.875000 Penalty: 3122.722900
	Iteration 43Q: 3 clusters Score -1331238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1331243.000000 Penalty: 3122.722900
	Iteration 44Q: 3 clusters Score -1331243 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1331246.750000 Penalty: 3122.722900
	Iteration 45Q: 3 clusters Score -1331247 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1331256.000000 Penalty: 3122.722900
	Iteration 46Q: 3 clusters Score -1331256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1331258.375000 Penalty: 3122.722900
	Iteration 47Q: 3 clusters Score -1331258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1331259.375000 Penalty: 3122.722900
	Iteration 48Q: 3 clusters Score -1331259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1331257.375000 Penalty: 3122.722900
	Iteration 49Q: 3 clusters Score -1331257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1331257.000000 Penalty: 3122.722900
	Iteration 50Q: 3 clusters Score -1331257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1331259.625000 Penalty: 3122.722900
	Iteration 51Q: 3 clusters Score -1331260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1331260.500000 Penalty: 3122.722900
	Iteration 52Q: 3 clusters Score -1331260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1331262.875000 Penalty: 3122.722900
	Iteration 53Q: 3 clusters Score -1331263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1331262.375000 Penalty: 3122.722900
	Iteration 54Q: 3 clusters Score -1331262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1331266.000000 Penalty: 3122.722900
	Iteration 55Q: 3 clusters Score -1331266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1331265.000000 Penalty: 3122.722900
	Iteration 56Q: 3 clusters Score -1331265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1331264.375000 Penalty: 3122.722900
	Iteration 57Q: 3 clusters Score -1331264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1331266.625000 Penalty: 3122.722900
	Iteration 58Q: 3 clusters Score -1331267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1331267.875000 Penalty: 3122.722900
	Iteration 59Q: 3 clusters Score -1331268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1331265.250000 Penalty: 3122.722900
	Iteration 60F: 3 clusters Score -1331265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1331266.250000 Penalty: 3122.722900
	Iteration 61Q: 3 clusters Score -1331266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1331266.250000 Penalty: 3122.722900
	Iteration 62F: 3 clusters Score -1331266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Entering Unmasked Estep 
Score: -1011502.312500 Penalty: 1510.415649
	Iteration 0F: 2 clusters Score -1011502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1003871.750000 Penalty: 3020.831299
	Iteration 0F: 3 clusters Score -1003872 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1006365.562500 Penalty: 3020.831299
	Iteration 1F: 3 clusters Score -1006366 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1006594.187500 Penalty: 3020.831299
	Iteration 2F: 3 clusters Score -1006594 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1006743.750000 Penalty: 3020.831299
	Iteration 3Q: 3 clusters Score -1006744 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1006870.062500 Penalty: 3020.831299
	Iteration 4Q: 3 clusters Score -1006870 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1006971.000000 Penalty: 3020.831299
	Iteration 5Q: 3 clusters Score -1006971 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1007070.750000 Penalty: 3020.831299
	Iteration 6Q: 3 clusters Score -1007071 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1007171.812500 Penalty: 3020.831299
	Iteration 7Q: 3 clusters Score -1007172 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1007277.125000 Penalty: 3020.831299
	Iteration 8Q: 3 clusters Score -1007277 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1007371.562500 Penalty: 3020.831299
	Iteration 9Q: 3 clusters Score -1007372 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1007496.250000 Penalty: 3020.831299
	Iteration 10Q: 3 clusters Score -1007496 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1007694.937500 Penalty: 3020.831299
	Iteration 11Q: 3 clusters Score -1007695 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1007970.750000 Penalty: 3020.831299
	Iteration 12Q: 3 clusters Score -1007971 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1008307.187500 Penalty: 3020.831299
	Iteration 13Q: 3 clusters Score -1008307 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1008649.000000 Penalty: 3020.831299
	Iteration 14Q: 3 clusters Score -1008649 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1009003.562500 Penalty: 3020.831299
	Iteration 15Q: 3 clusters Score -1009004 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1009298.687500 Penalty: 3020.831299
	Iteration 16Q: 3 clusters Score -1009299 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1009552.250000 Penalty: 3020.831299
	Iteration 17Q: 3 clusters Score -1009552 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1009733.250000 Penalty: 3020.831299
	Iteration 18Q: 3 clusters Score -1009733 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1009845.562500 Penalty: 3020.831299
	Iteration 19Q: 3 clusters Score -1009846 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1009926.750000 Penalty: 3020.831299
	Iteration 20F: 3 clusters Score -1009927 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1010000.000000 Penalty: 3020.831299
	Iteration 21Q: 3 clusters Score -1010000 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1010069.250000 Penalty: 3020.831299
	Iteration 22Q: 3 clusters Score -1010069 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1010110.000000 Penalty: 3020.831299
	Iteration 23Q: 3 clusters Score -1010110 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1010141.812500 Penalty: 3020.831299
	Iteration 24Q: 3 clusters Score -1010142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1010162.812500 Penalty: 3020.831299
	Iteration 25Q: 3 clusters Score -1010163 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1010179.750000 Penalty: 3020.831299
	Iteration 26Q: 3 clusters Score -1010180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1010192.000000 Penalty: 3020.831299
	Iteration 27Q: 3 clusters Score -1010192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1010196.937500 Penalty: 3020.831299
	Iteration 28Q: 3 clusters Score -1010197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1010202.250000 Penalty: 3020.831299
	Iteration 29Q: 3 clusters Score -1010202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1010207.187500 Penalty: 3020.831299
	Iteration 30Q: 3 clusters Score -1010207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1010211.562500 Penalty: 3020.831299
	Iteration 31Q: 3 clusters Score -1010212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1010215.125000 Penalty: 3020.831299
	Iteration 32Q: 3 clusters Score -1010215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1010215.125000 Penalty: 3020.831299
	Iteration 33F: 3 clusters Score -1010215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Entering Unmasked Estep 
Score: -489179.343750 Penalty: 1399.354492
	Iteration 0F: 2 clusters Score -489179.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -484828.812500 Penalty: 2798.708984
	Iteration 0F: 3 clusters Score -484828.8 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -486113.343750 Penalty: 2798.708984
	Iteration 1F: 3 clusters Score -486113.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -486311.687500 Penalty: 2798.708984
	Iteration 2F: 3 clusters Score -486311.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -486466.625000 Penalty: 2798.708984
	Iteration 3F: 3 clusters Score -486466.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -486592.656250 Penalty: 2798.708984
	Iteration 4Q: 3 clusters Score -486592.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -486709.968750 Penalty: 2798.708984
	Iteration 5Q: 3 clusters Score -486710 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -486812.031250 Penalty: 2798.708984
	Iteration 6Q: 3 clusters Score -486812 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -486923.781250 Penalty: 2798.708984
	Iteration 7Q: 3 clusters Score -486923.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -487020.031250 Penalty: 2798.708984
	Iteration 8Q: 3 clusters Score -487020 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -487111.937500 Penalty: 2798.708984
	Iteration 9Q: 3 clusters Score -487111.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -487203.093750 Penalty: 2798.708984
	Iteration 10Q: 3 clusters Score -487203.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -487306.187500 Penalty: 2798.708984
	Iteration 11Q: 3 clusters Score -487306.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -487436.531250 Penalty: 2798.708984
	Iteration 12Q: 3 clusters Score -487436.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -487562.281250 Penalty: 2798.708984
	Iteration 13Q: 3 clusters Score -487562.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -487696.593750 Penalty: 2798.708984
	Iteration 14Q: 3 clusters Score -487696.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -487820.406250 Penalty: 2798.708984
	Iteration 15Q: 3 clusters Score -487820.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -487910.968750 Penalty: 2798.708984
	Iteration 16Q: 3 clusters Score -487911 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -487971.906250 Penalty: 2798.708984
	Iteration 17Q: 3 clusters Score -487971.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -488008.343750 Penalty: 2798.708984
	Iteration 18Q: 3 clusters Score -488008.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -488042.187500 Penalty: 2798.708984
	Iteration 19Q: 3 clusters Score -488042.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -488072.343750 Penalty: 2798.708984
	Iteration 20F: 3 clusters Score -488072.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -488103.218750 Penalty: 2798.708984
	Iteration 21Q: 3 clusters Score -488103.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -488133.406250 Penalty: 2798.708984
	Iteration 22Q: 3 clusters Score -488133.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -488155.218750 Penalty: 2798.708984
	Iteration 23Q: 3 clusters Score -488155.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -488170.562500 Penalty: 2798.708984
	Iteration 24Q: 3 clusters Score -488170.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -488183.312500 Penalty: 2798.708984
	Iteration 25Q: 3 clusters Score -488183.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -488197.406250 Penalty: 2798.708984
	Iteration 26Q: 3 clusters Score -488197.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -488208.500000 Penalty: 2798.708984
	Iteration 27Q: 3 clusters Score -488208.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -488215.500000 Penalty: 2798.708984
	Iteration 28Q: 3 clusters Score -488215.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -488223.812500 Penalty: 2798.708984
	Iteration 29Q: 3 clusters Score -488223.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -488227.687500 Penalty: 2798.708984
	Iteration 30Q: 3 clusters Score -488227.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -488233.593750 Penalty: 2798.708984
	Iteration 31Q: 3 clusters Score -488233.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -488238.093750 Penalty: 2798.708984
	Iteration 32Q: 3 clusters Score -488238.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -488239.687500 Penalty: 2798.708984
	Iteration 33Q: 3 clusters Score -488239.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -488240.187500 Penalty: 2798.708984
	Iteration 34Q: 3 clusters Score -488240.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -488243.687500 Penalty: 2798.708984
	Iteration 35Q: 3 clusters Score -488243.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -488245.156250 Penalty: 2798.708984
	Iteration 36Q: 3 clusters Score -488245.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -488246.593750 Penalty: 2798.708984
	Iteration 37Q: 3 clusters Score -488246.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -488248.875000 Penalty: 2798.708984
	Iteration 38Q: 3 clusters Score -488248.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -488250.031250 Penalty: 2798.708984
	Iteration 39Q: 3 clusters Score -488250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -488251.281250 Penalty: 2798.708984
	Iteration 40F: 3 clusters Score -488251.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -488252.750000 Penalty: 2798.708984
	Iteration 41Q: 3 clusters Score -488252.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -488253.406250 Penalty: 2798.708984
	Iteration 42Q: 3 clusters Score -488253.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -488255.562500 Penalty: 2798.708984
	Iteration 43Q: 3 clusters Score -488255.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -488255.531250 Penalty: 2798.708984
	Iteration 44Q: 3 clusters Score -488255.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -488255.843750 Penalty: 2798.708984
	Iteration 45Q: 3 clusters Score -488255.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -488256.781250 Penalty: 2798.708984
	Iteration 46Q: 3 clusters Score -488256.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -488256.781250 Penalty: 2798.708984
	Iteration 47Q: 3 clusters Score -488256.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -488256.781250 Penalty: 2798.708984
	Iteration 48F: 3 clusters Score -488256.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (127957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127957 members 
Entering Unmasked Estep 
Score: -11645098.000000 Penalty: 1910.910645
	Iteration 0F: 2 clusters Score -1.16451e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63789 members 
Mstep: Class 2 contains 64168 members 
Entering Unmasked Estep 
Score: -11559807.000000 Penalty: 3821.821289
	Iteration 0F: 3 clusters Score -1.155981e+07 nChanged 61322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56765 members 
Mstep: Class 2 contains 71192 members 
Entering Unmasked Estep 
Score: -11597845.000000 Penalty: 3821.821289
	Iteration 1F: 3 clusters Score -1.159784e+07 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52698 members 
Mstep: Class 2 contains 75259 members 
Entering Unmasked Estep 
Score: -11600946.000000 Penalty: 3821.821289
	Iteration 2F: 3 clusters Score -1.160095e+07 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 80679 members 
Entering Unmasked Estep 
Score: -11605448.000000 Penalty: 3821.821289
	Iteration 3F: 3 clusters Score -1.160545e+07 nChanged 8789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 87058 members 
Entering Unmasked Estep 
Score: -11610555.000000 Penalty: 3821.821289
	Iteration 4F: 3 clusters Score -1.161056e+07 nChanged 8683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 93827 members 
Entering Unmasked Estep 
Score: -11615874.000000 Penalty: 3821.821289
	Iteration 5F: 3 clusters Score -1.161587e+07 nChanged 8104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 100849 members 
Entering Unmasked Estep 
Score: -11621182.000000 Penalty: 3821.821289
	Iteration 6F: 3 clusters Score -1.162118e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 107663 members 
Entering Unmasked Estep 
Score: -11626285.000000 Penalty: 3821.821289
	Iteration 7F: 3 clusters Score -1.162628e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 114017 members 
Entering Unmasked Estep 
Score: -11631336.000000 Penalty: 3821.821289
	Iteration 8F: 3 clusters Score -1.163134e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 119464 members 
Entering Unmasked Estep 
Score: -11636127.000000 Penalty: 3821.821289
	Iteration 9Q: 3 clusters Score -1.163613e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 123502 members 
Entering Unmasked Estep 
Score: -11639813.000000 Penalty: 3821.821289
	Iteration 10Q: 3 clusters Score -1.163981e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 125848 members 
Entering Unmasked Estep 
Score: -11641795.000000 Penalty: 3821.821289
	Iteration 11Q: 3 clusters Score -1.16418e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 126939 members 
Entering Unmasked Estep 
Score: -11642775.000000 Penalty: 3821.821289
	Iteration 12Q: 3 clusters Score -1.164278e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 127335 members 
Entering Unmasked Estep 
Score: -11643124.000000 Penalty: 3821.821289
	Iteration 13Q: 3 clusters Score -1.164312e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 127493 members 
Entering Unmasked Estep 
Score: -11643282.000000 Penalty: 3821.821289
	Iteration 14Q: 3 clusters Score -1.164328e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 127557 members 
Entering Unmasked Estep 
Score: -11643377.000000 Penalty: 3821.821289
	Iteration 15Q: 3 clusters Score -1.164338e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 127578 members 
Entering Unmasked Estep 
Score: -11643423.000000 Penalty: 3821.821289
	Iteration 16Q: 3 clusters Score -1.164342e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 127593 members 
Entering Unmasked Estep 
Score: -11643474.000000 Penalty: 3821.821289
	Iteration 17Q: 3 clusters Score -1.164347e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 127600 members 
Entering Unmasked Estep 
Score: -11643500.000000 Penalty: 3821.821289
	Iteration 18Q: 3 clusters Score -1.16435e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 127607 members 
Entering Unmasked Estep 
Score: -11643513.000000 Penalty: 3821.821289
	Iteration 19Q: 3 clusters Score -1.164351e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 127616 members 
Entering Unmasked Estep 
Score: -11643532.000000 Penalty: 3821.821289
	Iteration 20F: 3 clusters Score -1.164353e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 127619 members 
Entering Unmasked Estep 
Score: -11643538.000000 Penalty: 3821.821289
	Iteration 21Q: 3 clusters Score -1.164354e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 127621 members 
Entering Unmasked Estep 
Score: -11643555.000000 Penalty: 3821.821289
	Iteration 22Q: 3 clusters Score -1.164356e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 127619 members 
Entering Unmasked Estep 
Score: -11643564.000000 Penalty: 3821.821289
	Iteration 23Q: 3 clusters Score -1.164356e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 127614 members 
Entering Unmasked Estep 
Score: -11643579.000000 Penalty: 3821.821289
	Iteration 24Q: 3 clusters Score -1.164358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 127615 members 
Entering Unmasked Estep 
Score: -11643590.000000 Penalty: 3821.821289
	Iteration 25Q: 3 clusters Score -1.164359e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 127616 members 
Entering Unmasked Estep 
Score: -11643599.000000 Penalty: 3821.821289
	Iteration 26Q: 3 clusters Score -1.16436e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 127616 members 
Entering Unmasked Estep 
Score: -11643625.000000 Penalty: 3821.821289
	Iteration 27Q: 3 clusters Score -1.164362e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 127612 members 
Entering Unmasked Estep 
Score: -11643612.000000 Penalty: 3821.821289
	Iteration 28Q: 3 clusters Score -1.164361e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 127612 members 
Entering Unmasked Estep 
Score: -11643626.000000 Penalty: 3821.821289
	Iteration 29Q: 3 clusters Score -1.164363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 127616 members 
Entering Unmasked Estep 
Score: -11643627.000000 Penalty: 3821.821289
	Iteration 30Q: 3 clusters Score -1.164363e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 127617 members 
Entering Unmasked Estep 
Score: -11643639.000000 Penalty: 3821.821289
	Iteration 31Q: 3 clusters Score -1.164364e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 127622 members 
Entering Unmasked Estep 
Score: -11643678.000000 Penalty: 3821.821289
	Iteration 32Q: 3 clusters Score -1.164368e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 127619 members 
Entering Unmasked Estep 
Score: -11643683.000000 Penalty: 3821.821289
	Iteration 33Q: 3 clusters Score -1.164368e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 127610 members 
Entering Unmasked Estep 
Score: -11643695.000000 Penalty: 3821.821289
	Iteration 34Q: 3 clusters Score -1.16437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 127609 members 
Entering Unmasked Estep 
Score: -11643696.000000 Penalty: 3821.821289
	Iteration 35Q: 3 clusters Score -1.16437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 127604 members 
Entering Unmasked Estep 
Score: -11643710.000000 Penalty: 3821.821289
	Iteration 36Q: 3 clusters Score -1.164371e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 127604 members 
Entering Unmasked Estep 
Score: -11643723.000000 Penalty: 3821.821289
	Iteration 37Q: 3 clusters Score -1.164372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 127603 members 
Entering Unmasked Estep 
Score: -11643721.000000 Penalty: 3821.821289
	Iteration 38Q: 3 clusters Score -1.164372e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 127599 members 
Entering Unmasked Estep 
Score: -11643729.000000 Penalty: 3821.821289
	Iteration 39Q: 3 clusters Score -1.164373e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 127592 members 
Entering Unmasked Estep 
Score: -11643735.000000 Penalty: 3821.821289
	Iteration 40F: 3 clusters Score -1.164374e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 127581 members 
Entering Unmasked Estep 
Score: -11643736.000000 Penalty: 3821.821289
	Iteration 41Q: 3 clusters Score -1.164374e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 127578 members 
Entering Unmasked Estep 
Score: -11643750.000000 Penalty: 3821.821289
	Iteration 42Q: 3 clusters Score -1.164375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 127577 members 
Entering Unmasked Estep 
Score: -11643757.000000 Penalty: 3821.821289
	Iteration 43Q: 3 clusters Score -1.164376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 127575 members 
Entering Unmasked Estep 
Score: -11643754.000000 Penalty: 3821.821289
	Iteration 44Q: 3 clusters Score -1.164375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 127574 members 
Entering Unmasked Estep 
Score: -11643754.000000 Penalty: 3821.821289
	Iteration 45Q: 3 clusters Score -1.164375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 127574 members 
Entering Unmasked Estep 
Score: -11643754.000000 Penalty: 3821.821289
	Iteration 46F: 3 clusters Score -1.164375e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Entering Unmasked Estep 
Score: -1484751.750000 Penalty: 1594.712891
	Iteration 0F: 2 clusters Score -1484752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1472208.125000 Penalty: 3189.425781
	Iteration 0F: 3 clusters Score -1472208 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1477047.375000 Penalty: 3189.425781
	Iteration 1F: 3 clusters Score -1477047 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1477999.875000 Penalty: 3189.425781
	Iteration 2F: 3 clusters Score -1478000 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1479316.375000 Penalty: 3189.425781
	Iteration 3F: 3 clusters Score -1479316 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1480658.875000 Penalty: 3189.425781
	Iteration 4F: 3 clusters Score -1480659 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1481835.625000 Penalty: 3189.425781
	Iteration 5F: 3 clusters Score -1481836 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1482631.500000 Penalty: 3189.425781
	Iteration 6F: 3 clusters Score -1482632 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1483142.500000 Penalty: 3189.425781
	Iteration 7Q: 3 clusters Score -1483142 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1483461.500000 Penalty: 3189.425781
	Iteration 8Q: 3 clusters Score -1483462 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1483674.375000 Penalty: 3189.425781
	Iteration 9Q: 3 clusters Score -1483674 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1483828.250000 Penalty: 3189.425781
	Iteration 10Q: 3 clusters Score -1483828 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1483939.500000 Penalty: 3189.425781
	Iteration 11Q: 3 clusters Score -1483940 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1484024.375000 Penalty: 3189.425781
	Iteration 12Q: 3 clusters Score -1484024 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1484083.500000 Penalty: 3189.425781
	Iteration 13Q: 3 clusters Score -1484084 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1484109.000000 Penalty: 3189.425781
	Iteration 14Q: 3 clusters Score -1484109 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1484139.375000 Penalty: 3189.425781
	Iteration 15Q: 3 clusters Score -1484139 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1484166.875000 Penalty: 3189.425781
	Iteration 16Q: 3 clusters Score -1484167 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1484189.125000 Penalty: 3189.425781
	Iteration 17Q: 3 clusters Score -1484189 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1484209.125000 Penalty: 3189.425781
	Iteration 18Q: 3 clusters Score -1484209 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1484224.250000 Penalty: 3189.425781
	Iteration 19Q: 3 clusters Score -1484224 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1484245.125000 Penalty: 3189.425781
	Iteration 20F: 3 clusters Score -1484245 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1484266.500000 Penalty: 3189.425781
	Iteration 21Q: 3 clusters Score -1484266 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1484275.625000 Penalty: 3189.425781
	Iteration 22Q: 3 clusters Score -1484276 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1484289.375000 Penalty: 3189.425781
	Iteration 23Q: 3 clusters Score -1484289 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1484310.750000 Penalty: 3189.425781
	Iteration 24Q: 3 clusters Score -1484311 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1484324.125000 Penalty: 3189.425781
	Iteration 25Q: 3 clusters Score -1484324 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1484336.750000 Penalty: 3189.425781
	Iteration 26Q: 3 clusters Score -1484337 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1484348.750000 Penalty: 3189.425781
	Iteration 27Q: 3 clusters Score -1484349 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1484362.875000 Penalty: 3189.425781
	Iteration 28Q: 3 clusters Score -1484363 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -1484381.625000 Penalty: 3189.425781
	Iteration 29Q: 3 clusters Score -1484382 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1484403.625000 Penalty: 3189.425781
	Iteration 30Q: 3 clusters Score -1484404 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -1484425.000000 Penalty: 3189.425781
	Iteration 31Q: 3 clusters Score -1484425 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1484442.375000 Penalty: 3189.425781
	Iteration 32Q: 3 clusters Score -1484442 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1484453.500000 Penalty: 3189.425781
	Iteration 33Q: 3 clusters Score -1484454 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1484469.750000 Penalty: 3189.425781
	Iteration 34Q: 3 clusters Score -1484470 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1484480.875000 Penalty: 3189.425781
	Iteration 35Q: 3 clusters Score -1484481 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1484499.125000 Penalty: 3189.425781
	Iteration 36Q: 3 clusters Score -1484499 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -1484523.500000 Penalty: 3189.425781
	Iteration 37Q: 3 clusters Score -1484524 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1484547.875000 Penalty: 3189.425781
	Iteration 38Q: 3 clusters Score -1484548 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1484574.125000 Penalty: 3189.425781
	Iteration 39Q: 3 clusters Score -1484574 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1484597.500000 Penalty: 3189.425781
	Iteration 40F: 3 clusters Score -1484598 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1484615.375000 Penalty: 3189.425781
	Iteration 41Q: 3 clusters Score -1484615 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1484627.625000 Penalty: 3189.425781
	Iteration 42Q: 3 clusters Score -1484628 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1484637.875000 Penalty: 3189.425781
	Iteration 43Q: 3 clusters Score -1484638 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1484649.375000 Penalty: 3189.425781
	Iteration 44Q: 3 clusters Score -1484649 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -1484653.375000 Penalty: 3189.425781
	Iteration 45Q: 3 clusters Score -1484653 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1484655.750000 Penalty: 3189.425781
	Iteration 46Q: 3 clusters Score -1484656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1484656.875000 Penalty: 3189.425781
	Iteration 47Q: 3 clusters Score -1484657 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1484658.125000 Penalty: 3189.425781
	Iteration 48Q: 3 clusters Score -1484658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1484662.500000 Penalty: 3189.425781
	Iteration 49Q: 3 clusters Score -1484662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1484667.250000 Penalty: 3189.425781
	Iteration 50Q: 3 clusters Score -1484667 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1484669.500000 Penalty: 3189.425781
	Iteration 51Q: 3 clusters Score -1484670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1484672.375000 Penalty: 3189.425781
	Iteration 52Q: 3 clusters Score -1484672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1484672.250000 Penalty: 3189.425781
	Iteration 53Q: 3 clusters Score -1484672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1484674.500000 Penalty: 3189.425781
	Iteration 54Q: 3 clusters Score -1484674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -1484676.875000 Penalty: 3189.425781
	Iteration 55Q: 3 clusters Score -1484677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1484678.875000 Penalty: 3189.425781
	Iteration 56Q: 3 clusters Score -1484679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1484677.875000 Penalty: 3189.425781
	Iteration 57Q: 3 clusters Score -1484678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1484676.125000 Penalty: 3189.425781
	Iteration 58Q: 3 clusters Score -1484676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1484677.750000 Penalty: 3189.425781
	Iteration 59Q: 3 clusters Score -1484678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1484677.875000 Penalty: 3189.425781
	Iteration 60F: 3 clusters Score -1484678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1484678.375000 Penalty: 3189.425781
	Iteration 61Q: 3 clusters Score -1484678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1484681.375000 Penalty: 3189.425781
	Iteration 62Q: 3 clusters Score -1484681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1484679.875000 Penalty: 3189.425781
	Iteration 63Q: 3 clusters Score -1484680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1484680.750000 Penalty: 3189.425781
	Iteration 64Q: 3 clusters Score -1484681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1484681.125000 Penalty: 3189.425781
	Iteration 65Q: 3 clusters Score -1484681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1484681.125000 Penalty: 3189.425781
	Iteration 66F: 3 clusters Score -1484681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -46802.531250 Penalty: 1034.271973
	Iteration 0F: 2 clusters Score -46802.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -45675.078125 Penalty: 2068.543945
	Iteration 0F: 3 clusters Score -45675.08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -45867.320312 Penalty: 2068.543945
	Iteration 1F: 3 clusters Score -45867.32 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -45924.445312 Penalty: 2068.543945
	Iteration 2F: 3 clusters Score -45924.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -45988.703125 Penalty: 2068.543945
	Iteration 3Q: 3 clusters Score -45988.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -46043.976562 Penalty: 2068.543945
	Iteration 4Q: 3 clusters Score -46043.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -46122.957031 Penalty: 2068.543945
	Iteration 5Q: 3 clusters Score -46122.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -46213.273438 Penalty: 2068.543945
	Iteration 6Q: 3 clusters Score -46213.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -46291.984375 Penalty: 2068.543945
	Iteration 7Q: 3 clusters Score -46291.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -46335.203125 Penalty: 2068.543945
	Iteration 8Q: 3 clusters Score -46335.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -46368.910156 Penalty: 2068.543945
	Iteration 9Q: 3 clusters Score -46368.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -46376.265625 Penalty: 2068.543945
	Iteration 10Q: 3 clusters Score -46376.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -46379.968750 Penalty: 2068.543945
	Iteration 11Q: 3 clusters Score -46379.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -46380.039062 Penalty: 2068.543945
	Iteration 12F: 3 clusters Score -46380.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -46381.792969 Penalty: 2068.543945
	Iteration 13Q: 3 clusters Score -46381.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -46382.703125 Penalty: 2068.543945
	Iteration 14Q: 3 clusters Score -46382.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -46382.703125 Penalty: 2068.543945
	Iteration 15F: 3 clusters Score -46382.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Entering Unmasked Estep 
Score: -136075.546875 Penalty: 1190.229614
	Iteration 0F: 2 clusters Score -136075.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -134320.453125 Penalty: 2380.459229
	Iteration 0F: 3 clusters Score -134320.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -134635.890625 Penalty: 2380.459229
	Iteration 1F: 3 clusters Score -134635.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -134702.359375 Penalty: 2380.459229
	Iteration 2F: 3 clusters Score -134702.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -134751.281250 Penalty: 2380.459229
	Iteration 3Q: 3 clusters Score -134751.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -134790.843750 Penalty: 2380.459229
	Iteration 4Q: 3 clusters Score -134790.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -134817.328125 Penalty: 2380.459229
	Iteration 5Q: 3 clusters Score -134817.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -134827.734375 Penalty: 2380.459229
	Iteration 6Q: 3 clusters Score -134827.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -134834.984375 Penalty: 2380.459229
	Iteration 7Q: 3 clusters Score -134835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -134840.968750 Penalty: 2380.459229
	Iteration 8Q: 3 clusters Score -134841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -134845.609375 Penalty: 2380.459229
	Iteration 9Q: 3 clusters Score -134845.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -134847.968750 Penalty: 2380.459229
	Iteration 10Q: 3 clusters Score -134848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -134851.234375 Penalty: 2380.459229
	Iteration 11Q: 3 clusters Score -134851.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -134853.828125 Penalty: 2380.459229
	Iteration 12Q: 3 clusters Score -134853.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -134854.765625 Penalty: 2380.459229
	Iteration 13Q: 3 clusters Score -134854.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -134855.609375 Penalty: 2380.459229
	Iteration 14Q: 3 clusters Score -134855.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -134856.281250 Penalty: 2380.459229
	Iteration 15Q: 3 clusters Score -134856.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -134857.578125 Penalty: 2380.459229
	Iteration 16Q: 3 clusters Score -134857.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -134859.234375 Penalty: 2380.459229
	Iteration 17Q: 3 clusters Score -134859.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -134860.468750 Penalty: 2380.459229
	Iteration 18Q: 3 clusters Score -134860.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -134861.312500 Penalty: 2380.459229
	Iteration 19Q: 3 clusters Score -134861.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -134861.375000 Penalty: 2380.459229
	Iteration 20F: 3 clusters Score -134861.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Entering Unmasked Estep 
Score: -279519.062500 Penalty: 1313.390381
	Iteration 0F: 2 clusters Score -279519.1 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 1565 members 
Entering Unmasked Estep 
Score: -276657.781250 Penalty: 2626.780762
	Iteration 0F: 3 clusters Score -276657.8 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -277410.437500 Penalty: 2626.780762
	Iteration 1F: 3 clusters Score -277410.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -277539.468750 Penalty: 2626.780762
	Iteration 2F: 3 clusters Score -277539.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -277620.875000 Penalty: 2626.780762
	Iteration 3Q: 3 clusters Score -277620.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -277674.937500 Penalty: 2626.780762
	Iteration 4Q: 3 clusters Score -277674.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -277714.562500 Penalty: 2626.780762
	Iteration 5Q: 3 clusters Score -277714.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -277753.437500 Penalty: 2626.780762
	Iteration 6Q: 3 clusters Score -277753.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -277790.093750 Penalty: 2626.780762
	Iteration 7Q: 3 clusters Score -277790.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -277816.781250 Penalty: 2626.780762
	Iteration 8Q: 3 clusters Score -277816.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -277838.656250 Penalty: 2626.780762
	Iteration 9Q: 3 clusters Score -277838.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -277870.781250 Penalty: 2626.780762
	Iteration 10Q: 3 clusters Score -277870.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -277896.531250 Penalty: 2626.780762
	Iteration 11Q: 3 clusters Score -277896.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -277919.656250 Penalty: 2626.780762
	Iteration 12Q: 3 clusters Score -277919.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -277941.062500 Penalty: 2626.780762
	Iteration 13Q: 3 clusters Score -277941.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -277964.656250 Penalty: 2626.780762
	Iteration 14Q: 3 clusters Score -277964.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -277990.531250 Penalty: 2626.780762
	Iteration 15Q: 3 clusters Score -277990.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -278032.031250 Penalty: 2626.780762
	Iteration 16Q: 3 clusters Score -278032 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -278062.031250 Penalty: 2626.780762
	Iteration 17Q: 3 clusters Score -278062 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -278088.406250 Penalty: 2626.780762
	Iteration 18Q: 3 clusters Score -278088.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -278127.656250 Penalty: 2626.780762
	Iteration 19Q: 3 clusters Score -278127.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -278172.406250 Penalty: 2626.780762
	Iteration 20F: 3 clusters Score -278172.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -278218.187500 Penalty: 2626.780762
	Iteration 21Q: 3 clusters Score -278218.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -278268.531250 Penalty: 2626.780762
	Iteration 22Q: 3 clusters Score -278268.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -278312.968750 Penalty: 2626.780762
	Iteration 23Q: 3 clusters Score -278313 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -278343.843750 Penalty: 2626.780762
	Iteration 24Q: 3 clusters Score -278343.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -278374.687500 Penalty: 2626.780762
	Iteration 25Q: 3 clusters Score -278374.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -278401.187500 Penalty: 2626.780762
	Iteration 26Q: 3 clusters Score -278401.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -278422.625000 Penalty: 2626.780762
	Iteration 27Q: 3 clusters Score -278422.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -278437.812500 Penalty: 2626.780762
	Iteration 28Q: 3 clusters Score -278437.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -278453.062500 Penalty: 2626.780762
	Iteration 29Q: 3 clusters Score -278453.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -278469.625000 Penalty: 2626.780762
	Iteration 30Q: 3 clusters Score -278469.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -278478.406250 Penalty: 2626.780762
	Iteration 31Q: 3 clusters Score -278478.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -278483.968750 Penalty: 2626.780762
	Iteration 32Q: 3 clusters Score -278484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -278487.125000 Penalty: 2626.780762
	Iteration 33Q: 3 clusters Score -278487.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -278491.312500 Penalty: 2626.780762
	Iteration 34Q: 3 clusters Score -278491.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -278495.031250 Penalty: 2626.780762
	Iteration 35Q: 3 clusters Score -278495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -278497.531250 Penalty: 2626.780762
	Iteration 36Q: 3 clusters Score -278497.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -278498.687500 Penalty: 2626.780762
	Iteration 37Q: 3 clusters Score -278498.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -278500.093750 Penalty: 2626.780762
	Iteration 38Q: 3 clusters Score -278500.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -278502.937500 Penalty: 2626.780762
	Iteration 39Q: 3 clusters Score -278502.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -278503.843750 Penalty: 2626.780762
	Iteration 40F: 3 clusters Score -278503.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -278505.593750 Penalty: 2626.780762
	Iteration 41Q: 3 clusters Score -278505.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -278506.125000 Penalty: 2626.780762
	Iteration 42Q: 3 clusters Score -278506.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -278506.125000 Penalty: 2626.780762
	Iteration 43F: 3 clusters Score -278506.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (116350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116350 members 
Entering Unmasked Estep 
Score: -10698206.000000 Penalty: 1895.458252
	Iteration 0F: 2 clusters Score -1.069821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58362 members 
Mstep: Class 2 contains 57988 members 
Entering Unmasked Estep 
Score: -10620221.000000 Penalty: 3790.916504
	Iteration 0F: 3 clusters Score -1.062022e+07 nChanged 55875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60561 members 
Mstep: Class 2 contains 55789 members 
Entering Unmasked Estep 
Score: -10652571.000000 Penalty: 3790.916504
	Iteration 1F: 3 clusters Score -1.065257e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62380 members 
Mstep: Class 2 contains 53970 members 
Entering Unmasked Estep 
Score: -10653379.000000 Penalty: 3790.916504
	Iteration 2Q: 3 clusters Score -1.065338e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65305 members 
Mstep: Class 2 contains 51045 members 
Entering Unmasked Estep 
Score: -10654674.000000 Penalty: 3790.916504
	Iteration 3Q: 3 clusters Score -1.065467e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69868 members 
Mstep: Class 2 contains 46482 members 
Entering Unmasked Estep 
Score: -10657043.000000 Penalty: 3790.916504
	Iteration 4Q: 3 clusters Score -1.065704e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76564 members 
Mstep: Class 2 contains 39786 members 
Entering Unmasked Estep 
Score: -10661367.000000 Penalty: 3790.916504
	Iteration 5F: 3 clusters Score -1.066137e+07 nChanged 9104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85410 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -10668413.000000 Penalty: 3790.916504
	Iteration 6F: 3 clusters Score -1.066841e+07 nChanged 9946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95176 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -10677280.000000 Penalty: 3790.916504
	Iteration 7F: 3 clusters Score -1.067728e+07 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103766 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -10685518.000000 Penalty: 3790.916504
	Iteration 8F: 3 clusters Score -1.068552e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109753 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -10691146.000000 Penalty: 3790.916504
	Iteration 9F: 3 clusters Score -1.069115e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113122 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -10694131.000000 Penalty: 3790.916504
	Iteration 10Q: 3 clusters Score -1.069413e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114657 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -10695417.000000 Penalty: 3790.916504
	Iteration 11Q: 3 clusters Score -1.069542e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115288 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -10695995.000000 Penalty: 3790.916504
	Iteration 12Q: 3 clusters Score -1.0696e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115569 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -10696326.000000 Penalty: 3790.916504
	Iteration 13Q: 3 clusters Score -1.069633e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115682 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -10696476.000000 Penalty: 3790.916504
	Iteration 14Q: 3 clusters Score -1.069648e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115734 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -10696550.000000 Penalty: 3790.916504
	Iteration 15Q: 3 clusters Score -1.069655e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115775 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -10696584.000000 Penalty: 3790.916504
	Iteration 16Q: 3 clusters Score -1.069658e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115803 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -10696641.000000 Penalty: 3790.916504
	Iteration 17Q: 3 clusters Score -1.069664e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115824 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -10696665.000000 Penalty: 3790.916504
	Iteration 18Q: 3 clusters Score -1.069666e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115844 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -10696672.000000 Penalty: 3790.916504
	Iteration 19Q: 3 clusters Score -1.069667e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115855 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -10696695.000000 Penalty: 3790.916504
	Iteration 20F: 3 clusters Score -1.06967e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115863 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -10696696.000000 Penalty: 3790.916504
	Iteration 21Q: 3 clusters Score -1.06967e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115865 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -10696701.000000 Penalty: 3790.916504
	Iteration 22Q: 3 clusters Score -1.06967e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115867 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -10696695.000000 Penalty: 3790.916504
	Iteration 23Q: 3 clusters Score -1.06967e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115873 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -10696705.000000 Penalty: 3790.916504
	Iteration 24Q: 3 clusters Score -1.06967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115874 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -10696708.000000 Penalty: 3790.916504
	Iteration 25Q: 3 clusters Score -1.069671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115876 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -10696707.000000 Penalty: 3790.916504
	Iteration 26Q: 3 clusters Score -1.069671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115879 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -10696708.000000 Penalty: 3790.916504
	Iteration 27Q: 3 clusters Score -1.069671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115880 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -10696716.000000 Penalty: 3790.916504
	Iteration 28Q: 3 clusters Score -1.069672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115881 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -10696720.000000 Penalty: 3790.916504
	Iteration 29Q: 3 clusters Score -1.069672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115880 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -10696720.000000 Penalty: 3790.916504
	Iteration 30Q: 3 clusters Score -1.069672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115880 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -10696720.000000 Penalty: 3790.916504
	Iteration 31F: 3 clusters Score -1.069672e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (86559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86559 members 
Entering Unmasked Estep 
Score: -7981734.000000 Penalty: 1847.394531
	Iteration 0F: 2 clusters Score -7981734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43212 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -7923694.500000 Penalty: 3694.789062
	Iteration 0F: 3 clusters Score -7923694 nChanged 41250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -7947754.000000 Penalty: 3694.789062
	Iteration 1F: 3 clusters Score -7947754 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -7948595.500000 Penalty: 3694.789062
	Iteration 2Q: 3 clusters Score -7948596 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -7949659.500000 Penalty: 3694.789062
	Iteration 3Q: 3 clusters Score -7949660 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
Score: -7950808.000000 Penalty: 3694.789062
	Iteration 4Q: 3 clusters Score -7950808 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42760 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -7952224.000000 Penalty: 3694.789062
	Iteration 5Q: 3 clusters Score -7952224 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42716 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -7953834.000000 Penalty: 3694.789062
	Iteration 6Q: 3 clusters Score -7953834 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -7955823.500000 Penalty: 3694.789062
	Iteration 7Q: 3 clusters Score -7955824 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 44137 members 
Entering Unmasked Estep 
Score: -7958259.500000 Penalty: 3694.789062
	Iteration 8F: 3 clusters Score -7958260 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -7960969.500000 Penalty: 3694.789062
	Iteration 9F: 3 clusters Score -7960970 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -7963449.000000 Penalty: 3694.789062
	Iteration 10F: 3 clusters Score -7963449 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -7965512.000000 Penalty: 3694.789062
	Iteration 11Q: 3 clusters Score -7965512 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -7967135.500000 Penalty: 3694.789062
	Iteration 12Q: 3 clusters Score -7967136 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
Score: -7968131.500000 Penalty: 3694.789062
	Iteration 13Q: 3 clusters Score -7968132 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -7968760.000000 Penalty: 3694.789062
	Iteration 14Q: 3 clusters Score -7968760 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45973 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -7969167.500000 Penalty: 3694.789062
	Iteration 15Q: 3 clusters Score -7969168 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47066 members 
Mstep: Class 2 contains 39493 members 
Entering Unmasked Estep 
Score: -7969488.000000 Penalty: 3694.789062
	Iteration 16Q: 3 clusters Score -7969488 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 38300 members 
Entering Unmasked Estep 
Score: -7969833.500000 Penalty: 3694.789062
	Iteration 17Q: 3 clusters Score -7969834 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -7970226.500000 Penalty: 3694.789062
	Iteration 18Q: 3 clusters Score -7970226 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -7970726.000000 Penalty: 3694.789062
	Iteration 19Q: 3 clusters Score -7970726 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52531 members 
Mstep: Class 2 contains 34028 members 
Entering Unmasked Estep 
Score: -7971369.000000 Penalty: 3694.789062
	Iteration 20F: 3 clusters Score -7971369 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54278 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -7972054.000000 Penalty: 3694.789062
	Iteration 21Q: 3 clusters Score -7972054 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56127 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -7972751.000000 Penalty: 3694.789062
	Iteration 22Q: 3 clusters Score -7972751 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58023 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -7973507.500000 Penalty: 3694.789062
	Iteration 23Q: 3 clusters Score -7973508 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59902 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -7974315.000000 Penalty: 3694.789062
	Iteration 24Q: 3 clusters Score -7974315 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61770 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -7975030.500000 Penalty: 3694.789062
	Iteration 25Q: 3 clusters Score -7975030 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63608 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -7975772.500000 Penalty: 3694.789062
	Iteration 26Q: 3 clusters Score -7975772 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65338 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -7976408.500000 Penalty: 3694.789062
	Iteration 27Q: 3 clusters Score -7976408 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67041 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -7977090.500000 Penalty: 3694.789062
	Iteration 28Q: 3 clusters Score -7977090 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68558 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -7977657.500000 Penalty: 3694.789062
	Iteration 29Q: 3 clusters Score -7977658 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69933 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -7978125.000000 Penalty: 3694.789062
	Iteration 30Q: 3 clusters Score -7978125 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71207 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -7978590.500000 Penalty: 3694.789062
	Iteration 31Q: 3 clusters Score -7978590 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72341 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -7978930.500000 Penalty: 3694.789062
	Iteration 32Q: 3 clusters Score -7978930 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -7979287.500000 Penalty: 3694.789062
	Iteration 33Q: 3 clusters Score -7979288 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74346 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -7979612.000000 Penalty: 3694.789062
	Iteration 34Q: 3 clusters Score -7979612 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75185 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -7979882.500000 Penalty: 3694.789062
	Iteration 35Q: 3 clusters Score -7979882 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75887 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -7980098.500000 Penalty: 3694.789062
	Iteration 36Q: 3 clusters Score -7980098 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76562 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -7980274.000000 Penalty: 3694.789062
	Iteration 37Q: 3 clusters Score -7980274 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77142 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -7980455.000000 Penalty: 3694.789062
	Iteration 38Q: 3 clusters Score -7980455 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77641 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -7980606.000000 Penalty: 3694.789062
	Iteration 39Q: 3 clusters Score -7980606 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78048 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -7980840.000000 Penalty: 3694.789062
	Iteration 40F: 3 clusters Score -7980840 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78476 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -7981150.000000 Penalty: 3694.789062
	Iteration 41Q: 3 clusters Score -7981150 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78883 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -7981491.500000 Penalty: 3694.789062
	Iteration 42Q: 3 clusters Score -7981492 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79251 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -7981977.000000 Penalty: 3694.789062
	Iteration 43Q: 3 clusters Score -7981977 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79507 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -7982396.500000 Penalty: 3694.789062
	Iteration 44Q: 3 clusters Score -7982396 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79722 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -7982604.500000 Penalty: 3694.789062
	Iteration 45Q: 3 clusters Score -7982604 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79841 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -7982652.500000 Penalty: 3694.789062
	Iteration 46Q: 3 clusters Score -7982652 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79925 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -7982666.500000 Penalty: 3694.789062
	Iteration 47Q: 3 clusters Score -7982666 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79994 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -7982663.000000 Penalty: 3694.789062
	Iteration 48Q: 3 clusters Score -7982663 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80045 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -7982668.000000 Penalty: 3694.789062
	Iteration 49Q: 3 clusters Score -7982668 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80075 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -7982672.500000 Penalty: 3694.789062
	Iteration 50Q: 3 clusters Score -7982672 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80097 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -7982676.500000 Penalty: 3694.789062
	Iteration 51Q: 3 clusters Score -7982676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80113 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -7982670.000000 Penalty: 3694.789062
	Iteration 52Q: 3 clusters Score -7982670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80121 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -7982668.000000 Penalty: 3694.789062
	Iteration 53Q: 3 clusters Score -7982668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80130 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -7982676.000000 Penalty: 3694.789062
	Iteration 54Q: 3 clusters Score -7982676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80138 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -7982675.500000 Penalty: 3694.789062
	Iteration 55Q: 3 clusters Score -7982676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80141 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -7982671.000000 Penalty: 3694.789062
	Iteration 56Q: 3 clusters Score -7982671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80142 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -7982677.000000 Penalty: 3694.789062
	Iteration 57Q: 3 clusters Score -7982677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80143 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -7982677.000000 Penalty: 3694.789062
	Iteration 58Q: 3 clusters Score -7982677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80143 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -7982677.000000 Penalty: 3694.789062
	Iteration 59F: 3 clusters Score -7982677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8120 members 
Mstep: Class 3 contains 40336 members 
Mstep: Class 4 contains 6086 members 
Mstep: Class 5 contains 22979 members 
Mstep: Class 6 contains 8482 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10882 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 127957 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3237 members 
Mstep: Class 15 contains 116350 members 
Mstep: Class 16 contains 80143 members 
Mstep: Class 17 contains 124920 members 
Mstep: Class 18 contains 39329 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6627 members 
Mstep: Class 21 contains 9662 members 
Mstep: Class 22 contains 70636 members 
Mstep: Class 23 contains 8519 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 42274 members 
Mstep: Class 26 contains 1420 members 
Mstep: Class 27 contains 4410 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27496 members 
Mstep: Class 30 contains 59998 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1756 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1545 members 
Mstep: Class 36 contains 7720 members 
Mstep: Class 37 contains 1376 members 
Mstep: Class 38 contains 10951 members 
Mstep: Class 39 contains 4472 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 6416 members 
Entering Unmasked Estep 
Score: -84443448.000000 Penalty: 91762.257812
Splitting cluster 16 changes total score from -84442568.000000 to -84443448.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 17 (124920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124920 members 
Entering Unmasked Estep 
Score: -11846210.000000 Penalty: 1907.007202
	Iteration 0F: 2 clusters Score -1.184621e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62580 members 
Mstep: Class 2 contains 62340 members 
Entering Unmasked Estep 
Score: -11762589.000000 Penalty: 3814.014404
	Iteration 0F: 3 clusters Score -1.176259e+07 nChanged 59956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64878 members 
Mstep: Class 2 contains 60042 members 
Entering Unmasked Estep 
Score: -11797435.000000 Penalty: 3814.014404
	Iteration 1F: 3 clusters Score -1.179744e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66335 members 
Mstep: Class 2 contains 58585 members 
Entering Unmasked Estep 
Score: -11798072.000000 Penalty: 3814.014404
	Iteration 2Q: 3 clusters Score -1.179807e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68644 members 
Mstep: Class 2 contains 56276 members 
Entering Unmasked Estep 
Score: -11798902.000000 Penalty: 3814.014404
	Iteration 3Q: 3 clusters Score -1.17989e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72047 members 
Mstep: Class 2 contains 52873 members 
Entering Unmasked Estep 
Score: -11800283.000000 Penalty: 3814.014404
	Iteration 4Q: 3 clusters Score -1.180028e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77143 members 
Mstep: Class 2 contains 47777 members 
Entering Unmasked Estep 
Score: -11802762.000000 Penalty: 3814.014404
	Iteration 5Q: 3 clusters Score -1.180276e+07 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84431 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -11807221.000000 Penalty: 3814.014404
	Iteration 6F: 3 clusters Score -1.180722e+07 nChanged 9684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93987 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -11814664.000000 Penalty: 3814.014404
	Iteration 7F: 3 clusters Score -1.181466e+07 nChanged 11106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105067 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -11825146.000000 Penalty: 3814.014404
	Iteration 8F: 3 clusters Score -1.182515e+07 nChanged 9636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114687 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -11834827.000000 Penalty: 3814.014404
	Iteration 9F: 3 clusters Score -1.183483e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120709 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -11840728.000000 Penalty: 3814.014404
	Iteration 10Q: 3 clusters Score -1.184073e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123341 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -11843274.000000 Penalty: 3814.014404
	Iteration 11Q: 3 clusters Score -1.184327e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124257 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -11844047.000000 Penalty: 3814.014404
	Iteration 12Q: 3 clusters Score -1.184405e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124552 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -11844317.000000 Penalty: 3814.014404
	Iteration 13Q: 3 clusters Score -1.184432e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124636 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -11844392.000000 Penalty: 3814.014404
	Iteration 14Q: 3 clusters Score -1.184439e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124666 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -11844431.000000 Penalty: 3814.014404
	Iteration 15Q: 3 clusters Score -1.184443e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124682 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -11844454.000000 Penalty: 3814.014404
	Iteration 16Q: 3 clusters Score -1.184445e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124687 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -11844474.000000 Penalty: 3814.014404
	Iteration 17Q: 3 clusters Score -1.184447e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124692 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -11844492.000000 Penalty: 3814.014404
	Iteration 18Q: 3 clusters Score -1.184449e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124699 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -11844507.000000 Penalty: 3814.014404
	Iteration 19Q: 3 clusters Score -1.184451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124701 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -11844510.000000 Penalty: 3814.014404
	Iteration 20F: 3 clusters Score -1.184451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124704 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -11844502.000000 Penalty: 3814.014404
	Iteration 21Q: 3 clusters Score -1.18445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124702 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -11844516.000000 Penalty: 3814.014404
	Iteration 22Q: 3 clusters Score -1.184452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124704 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -11844519.000000 Penalty: 3814.014404
	Iteration 23Q: 3 clusters Score -1.184452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124708 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -11844519.000000 Penalty: 3814.014404
	Iteration 24Q: 3 clusters Score -1.184452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124711 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -11844530.000000 Penalty: 3814.014404
	Iteration 25Q: 3 clusters Score -1.184453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124716 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -11844528.000000 Penalty: 3814.014404
	Iteration 26Q: 3 clusters Score -1.184453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124719 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -11844534.000000 Penalty: 3814.014404
	Iteration 27Q: 3 clusters Score -1.184453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124719 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -11844545.000000 Penalty: 3814.014404
	Iteration 28Q: 3 clusters Score -1.184454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124720 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -11844550.000000 Penalty: 3814.014404
	Iteration 29Q: 3 clusters Score -1.184455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124721 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -11844545.000000 Penalty: 3814.014404
	Iteration 30Q: 3 clusters Score -1.184454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124721 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -11844545.000000 Penalty: 3814.014404
	Iteration 31F: 3 clusters Score -1.184454e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (39329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Entering Unmasked Estep 
Score: -3594783.750000 Penalty: 1719.204102
	Iteration 0F: 2 clusters Score -3594784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -3568508.000000 Penalty: 3438.408203
	Iteration 0F: 3 clusters Score -3568508 nChanged 18320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -3578926.000000 Penalty: 3438.408203
	Iteration 1F: 3 clusters Score -3578926 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -3579807.000000 Penalty: 3438.408203
	Iteration 2Q: 3 clusters Score -3579807 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -3581109.750000 Penalty: 3438.408203
	Iteration 3F: 3 clusters Score -3581110 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -3582904.000000 Penalty: 3438.408203
	Iteration 4F: 3 clusters Score -3582904 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -3584905.750000 Penalty: 3438.408203
	Iteration 5F: 3 clusters Score -3584906 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -3587024.750000 Penalty: 3438.408203
	Iteration 6F: 3 clusters Score -3587025 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -3588823.750000 Penalty: 3438.408203
	Iteration 7F: 3 clusters Score -3588824 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -3590054.750000 Penalty: 3438.408203
	Iteration 8Q: 3 clusters Score -3590055 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -3590734.250000 Penalty: 3438.408203
	Iteration 9Q: 3 clusters Score -3590734 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -3591079.500000 Penalty: 3438.408203
	Iteration 10Q: 3 clusters Score -3591080 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -3591320.000000 Penalty: 3438.408203
	Iteration 11Q: 3 clusters Score -3591320 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -3591499.500000 Penalty: 3438.408203
	Iteration 12Q: 3 clusters Score -3591500 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -3591674.750000 Penalty: 3438.408203
	Iteration 13Q: 3 clusters Score -3591675 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -3591845.000000 Penalty: 3438.408203
	Iteration 14Q: 3 clusters Score -3591845 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -3591986.000000 Penalty: 3438.408203
	Iteration 15Q: 3 clusters Score -3591986 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -3592143.000000 Penalty: 3438.408203
	Iteration 16Q: 3 clusters Score -3592143 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -3592299.250000 Penalty: 3438.408203
	Iteration 17Q: 3 clusters Score -3592299 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -3592485.000000 Penalty: 3438.408203
	Iteration 18Q: 3 clusters Score -3592485 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -3592671.000000 Penalty: 3438.408203
	Iteration 19Q: 3 clusters Score -3592671 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -3592820.500000 Penalty: 3438.408203
	Iteration 20F: 3 clusters Score -3592820 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -3592997.250000 Penalty: 3438.408203
	Iteration 21Q: 3 clusters Score -3592997 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -3593203.500000 Penalty: 3438.408203
	Iteration 22Q: 3 clusters Score -3593204 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -3593365.250000 Penalty: 3438.408203
	Iteration 23Q: 3 clusters Score -3593365 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -3593511.500000 Penalty: 3438.408203
	Iteration 24Q: 3 clusters Score -3593512 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -3593629.750000 Penalty: 3438.408203
	Iteration 25Q: 3 clusters Score -3593630 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -3593729.250000 Penalty: 3438.408203
	Iteration 26Q: 3 clusters Score -3593729 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -3593838.750000 Penalty: 3438.408203
	Iteration 27Q: 3 clusters Score -3593839 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -3593925.000000 Penalty: 3438.408203
	Iteration 28Q: 3 clusters Score -3593925 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -3593984.500000 Penalty: 3438.408203
	Iteration 29Q: 3 clusters Score -3593984 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -3594055.000000 Penalty: 3438.408203
	Iteration 30Q: 3 clusters Score -3594055 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -3594079.000000 Penalty: 3438.408203
	Iteration 31Q: 3 clusters Score -3594079 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -3594109.750000 Penalty: 3438.408203
	Iteration 32Q: 3 clusters Score -3594110 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -3594130.500000 Penalty: 3438.408203
	Iteration 33Q: 3 clusters Score -3594130 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -3594147.500000 Penalty: 3438.408203
	Iteration 34Q: 3 clusters Score -3594148 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -3594153.750000 Penalty: 3438.408203
	Iteration 35Q: 3 clusters Score -3594154 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -3594166.500000 Penalty: 3438.408203
	Iteration 36Q: 3 clusters Score -3594166 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -3594186.000000 Penalty: 3438.408203
	Iteration 37Q: 3 clusters Score -3594186 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -3594200.500000 Penalty: 3438.408203
	Iteration 38Q: 3 clusters Score -3594200 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -3594203.750000 Penalty: 3438.408203
	Iteration 39Q: 3 clusters Score -3594204 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -3594218.750000 Penalty: 3438.408203
	Iteration 40F: 3 clusters Score -3594219 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -3594219.000000 Penalty: 3438.408203
	Iteration 41Q: 3 clusters Score -3594219 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -3594229.500000 Penalty: 3438.408203
	Iteration 42Q: 3 clusters Score -3594230 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -3594241.750000 Penalty: 3438.408203
	Iteration 43Q: 3 clusters Score -3594242 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -3594266.250000 Penalty: 3438.408203
	Iteration 44Q: 3 clusters Score -3594266 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -3594269.750000 Penalty: 3438.408203
	Iteration 45Q: 3 clusters Score -3594270 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -3594272.500000 Penalty: 3438.408203
	Iteration 46Q: 3 clusters Score -3594272 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -3594276.750000 Penalty: 3438.408203
	Iteration 47Q: 3 clusters Score -3594277 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -3594276.750000 Penalty: 3438.408203
	Iteration 48Q: 3 clusters Score -3594277 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -3594280.500000 Penalty: 3438.408203
	Iteration 49Q: 3 clusters Score -3594280 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -3594286.750000 Penalty: 3438.408203
	Iteration 50Q: 3 clusters Score -3594287 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -3594290.000000 Penalty: 3438.408203
	Iteration 51Q: 3 clusters Score -3594290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -3594284.500000 Penalty: 3438.408203
	Iteration 52Q: 3 clusters Score -3594284 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -3594280.000000 Penalty: 3438.408203
	Iteration 53Q: 3 clusters Score -3594280 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -3594293.000000 Penalty: 3438.408203
	Iteration 54Q: 3 clusters Score -3594293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -3594293.500000 Penalty: 3438.408203
	Iteration 55Q: 3 clusters Score -3594294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -3594295.500000 Penalty: 3438.408203
	Iteration 56Q: 3 clusters Score -3594296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -3594295.500000 Penalty: 3438.408203
	Iteration 57Q: 3 clusters Score -3594296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -3594300.750000 Penalty: 3438.408203
	Iteration 58Q: 3 clusters Score -3594301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -3594297.500000 Penalty: 3438.408203
	Iteration 59Q: 3 clusters Score -3594298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -3594301.000000 Penalty: 3438.408203
	Iteration 60F: 3 clusters Score -3594301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -3594301.500000 Penalty: 3438.408203
	Iteration 61Q: 3 clusters Score -3594302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -3594300.750000 Penalty: 3438.408203
	Iteration 62Q: 3 clusters Score -3594301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -3594301.500000 Penalty: 3438.408203
	Iteration 63Q: 3 clusters Score -3594302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -3594304.750000 Penalty: 3438.408203
	Iteration 64Q: 3 clusters Score -3594305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -3594303.750000 Penalty: 3438.408203
	Iteration 65Q: 3 clusters Score -3594304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -3594302.750000 Penalty: 3438.408203
	Iteration 66Q: 3 clusters Score -3594303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -3594303.750000 Penalty: 3438.408203
	Iteration 67Q: 3 clusters Score -3594304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -3594305.500000 Penalty: 3438.408203
	Iteration 68Q: 3 clusters Score -3594306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -3594304.000000 Penalty: 3438.408203
	Iteration 69Q: 3 clusters Score -3594304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -3594304.000000 Penalty: 3438.408203
	Iteration 70Q: 3 clusters Score -3594304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -3594298.250000 Penalty: 3438.408203
	Iteration 71Q: 3 clusters Score -3594298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -3594303.500000 Penalty: 3438.408203
	Iteration 72Q: 3 clusters Score -3594304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -3594300.750000 Penalty: 3438.408203
	Iteration 73Q: 3 clusters Score -3594301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -3594300.750000 Penalty: 3438.408203
	Iteration 74F: 3 clusters Score -3594301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Entering Unmasked Estep 
Score: -292121.468750 Penalty: 1333.214722
	Iteration 0F: 2 clusters Score -292121.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -288961.375000 Penalty: 2666.429443
	Iteration 0F: 3 clusters Score -288961.4 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -289891.687500 Penalty: 2666.429443
	Iteration 1F: 3 clusters Score -289891.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -290211.312500 Penalty: 2666.429443
	Iteration 2F: 3 clusters Score -290211.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -290473.218750 Penalty: 2666.429443
	Iteration 3F: 3 clusters Score -290473.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -290724.843750 Penalty: 2666.429443
	Iteration 4F: 3 clusters Score -290724.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -290906.781250 Penalty: 2666.429443
	Iteration 5F: 3 clusters Score -290906.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -291037.093750 Penalty: 2666.429443
	Iteration 6Q: 3 clusters Score -291037.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -291128.187500 Penalty: 2666.429443
	Iteration 7Q: 3 clusters Score -291128.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -291209.875000 Penalty: 2666.429443
	Iteration 8Q: 3 clusters Score -291209.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -291312.531250 Penalty: 2666.429443
	Iteration 9Q: 3 clusters Score -291312.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -291432.343750 Penalty: 2666.429443
	Iteration 10Q: 3 clusters Score -291432.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -291528.062500 Penalty: 2666.429443
	Iteration 11Q: 3 clusters Score -291528.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -291582.500000 Penalty: 2666.429443
	Iteration 12Q: 3 clusters Score -291582.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -291607.437500 Penalty: 2666.429443
	Iteration 13Q: 3 clusters Score -291607.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -291619.718750 Penalty: 2666.429443
	Iteration 14Q: 3 clusters Score -291619.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -291628.468750 Penalty: 2666.429443
	Iteration 15Q: 3 clusters Score -291628.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -291639.375000 Penalty: 2666.429443
	Iteration 16Q: 3 clusters Score -291639.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -291649.187500 Penalty: 2666.429443
	Iteration 17Q: 3 clusters Score -291649.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -291655.375000 Penalty: 2666.429443
	Iteration 18Q: 3 clusters Score -291655.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -291663.750000 Penalty: 2666.429443
	Iteration 19Q: 3 clusters Score -291663.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -291671.562500 Penalty: 2666.429443
	Iteration 20F: 3 clusters Score -291671.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -291675.531250 Penalty: 2666.429443
	Iteration 21Q: 3 clusters Score -291675.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -291679.968750 Penalty: 2666.429443
	Iteration 22Q: 3 clusters Score -291680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -291689.156250 Penalty: 2666.429443
	Iteration 23Q: 3 clusters Score -291689.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -291694.750000 Penalty: 2666.429443
	Iteration 24Q: 3 clusters Score -291694.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -291697.343750 Penalty: 2666.429443
	Iteration 25Q: 3 clusters Score -291697.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -291699.906250 Penalty: 2666.429443
	Iteration 26Q: 3 clusters Score -291699.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -291701.812500 Penalty: 2666.429443
	Iteration 27Q: 3 clusters Score -291701.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -291703.156250 Penalty: 2666.429443
	Iteration 28Q: 3 clusters Score -291703.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -291704.156250 Penalty: 2666.429443
	Iteration 29Q: 3 clusters Score -291704.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -291704.625000 Penalty: 2666.429443
	Iteration 30Q: 3 clusters Score -291704.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -291704.625000 Penalty: 2666.429443
	Iteration 31F: 3 clusters Score -291704.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -588632.062500 Penalty: 1429.822388
	Iteration 0F: 2 clusters Score -588632.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -583652.125000 Penalty: 2859.644775
	Iteration 0F: 3 clusters Score -583652.1 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -585242.125000 Penalty: 2859.644775
	Iteration 1F: 3 clusters Score -585242.1 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -585585.687500 Penalty: 2859.644775
	Iteration 2F: 3 clusters Score -585585.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -585834.875000 Penalty: 2859.644775
	Iteration 3F: 3 clusters Score -585834.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -586099.375000 Penalty: 2859.644775
	Iteration 4F: 3 clusters Score -586099.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -586348.625000 Penalty: 2859.644775
	Iteration 5F: 3 clusters Score -586348.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -586558.625000 Penalty: 2859.644775
	Iteration 6Q: 3 clusters Score -586558.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -586761.062500 Penalty: 2859.644775
	Iteration 7Q: 3 clusters Score -586761.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -586955.750000 Penalty: 2859.644775
	Iteration 8Q: 3 clusters Score -586955.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -587136.187500 Penalty: 2859.644775
	Iteration 9Q: 3 clusters Score -587136.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -587312.687500 Penalty: 2859.644775
	Iteration 10Q: 3 clusters Score -587312.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -587480.812500 Penalty: 2859.644775
	Iteration 11Q: 3 clusters Score -587480.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -587616.062500 Penalty: 2859.644775
	Iteration 12Q: 3 clusters Score -587616.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -587721.687500 Penalty: 2859.644775
	Iteration 13Q: 3 clusters Score -587721.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -587801.625000 Penalty: 2859.644775
	Iteration 14Q: 3 clusters Score -587801.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -587869.812500 Penalty: 2859.644775
	Iteration 15Q: 3 clusters Score -587869.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -587916.312500 Penalty: 2859.644775
	Iteration 16Q: 3 clusters Score -587916.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -587937.625000 Penalty: 2859.644775
	Iteration 17Q: 3 clusters Score -587937.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -587947.937500 Penalty: 2859.644775
	Iteration 18Q: 3 clusters Score -587947.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -587952.250000 Penalty: 2859.644775
	Iteration 19Q: 3 clusters Score -587952.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -587956.687500 Penalty: 2859.644775
	Iteration 20F: 3 clusters Score -587956.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -587959.062500 Penalty: 2859.644775
	Iteration 21Q: 3 clusters Score -587959.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -587962.125000 Penalty: 2859.644775
	Iteration 22Q: 3 clusters Score -587962.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -587966.875000 Penalty: 2859.644775
	Iteration 23Q: 3 clusters Score -587966.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -587972.187500 Penalty: 2859.644775
	Iteration 24Q: 3 clusters Score -587972.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -587974.875000 Penalty: 2859.644775
	Iteration 25Q: 3 clusters Score -587974.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -587976.312500 Penalty: 2859.644775
	Iteration 26Q: 3 clusters Score -587976.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -587976.437500 Penalty: 2859.644775
	Iteration 27Q: 3 clusters Score -587976.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -587977.750000 Penalty: 2859.644775
	Iteration 28Q: 3 clusters Score -587977.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -587978.000000 Penalty: 2859.644775
	Iteration 29Q: 3 clusters Score -587978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -587978.000000 Penalty: 2859.644775
	Iteration 30F: 3 clusters Score -587978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Entering Unmasked Estep 
Score: -803699.750000 Penalty: 1491.092773
	Iteration 0F: 2 clusters Score -803699.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -796786.500000 Penalty: 2982.185547
	Iteration 0F: 3 clusters Score -796786.5 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -799123.562500 Penalty: 2982.185547
	Iteration 1F: 3 clusters Score -799123.6 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -799623.812500 Penalty: 2982.185547
	Iteration 2F: 3 clusters Score -799623.8 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -800101.875000 Penalty: 2982.185547
	Iteration 3F: 3 clusters Score -800101.9 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -800603.375000 Penalty: 2982.185547
	Iteration 4F: 3 clusters Score -800603.4 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -801061.250000 Penalty: 2982.185547
	Iteration 5F: 3 clusters Score -801061.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -801452.062500 Penalty: 2982.185547
	Iteration 6F: 3 clusters Score -801452.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -801724.812500 Penalty: 2982.185547
	Iteration 7Q: 3 clusters Score -801724.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -801933.875000 Penalty: 2982.185547
	Iteration 8Q: 3 clusters Score -801933.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -802093.562500 Penalty: 2982.185547
	Iteration 9Q: 3 clusters Score -802093.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -802213.750000 Penalty: 2982.185547
	Iteration 10Q: 3 clusters Score -802213.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -802294.375000 Penalty: 2982.185547
	Iteration 11Q: 3 clusters Score -802294.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -802360.687500 Penalty: 2982.185547
	Iteration 12Q: 3 clusters Score -802360.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -802432.437500 Penalty: 2982.185547
	Iteration 13Q: 3 clusters Score -802432.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -802507.250000 Penalty: 2982.185547
	Iteration 14Q: 3 clusters Score -802507.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -802562.125000 Penalty: 2982.185547
	Iteration 15Q: 3 clusters Score -802562.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -802609.562500 Penalty: 2982.185547
	Iteration 16Q: 3 clusters Score -802609.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -802656.125000 Penalty: 2982.185547
	Iteration 17Q: 3 clusters Score -802656.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -802708.812500 Penalty: 2982.185547
	Iteration 18Q: 3 clusters Score -802708.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -802773.125000 Penalty: 2982.185547
	Iteration 19Q: 3 clusters Score -802773.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -802829.000000 Penalty: 2982.185547
	Iteration 20F: 3 clusters Score -802829 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -802878.375000 Penalty: 2982.185547
	Iteration 21Q: 3 clusters Score -802878.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -802930.812500 Penalty: 2982.185547
	Iteration 22Q: 3 clusters Score -802930.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -802980.000000 Penalty: 2982.185547
	Iteration 23Q: 3 clusters Score -802980 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -803014.750000 Penalty: 2982.185547
	Iteration 24Q: 3 clusters Score -803014.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -803050.250000 Penalty: 2982.185547
	Iteration 25Q: 3 clusters Score -803050.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -803075.187500 Penalty: 2982.185547
	Iteration 26Q: 3 clusters Score -803075.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -803090.687500 Penalty: 2982.185547
	Iteration 27Q: 3 clusters Score -803090.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -803112.437500 Penalty: 2982.185547
	Iteration 28Q: 3 clusters Score -803112.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -803129.687500 Penalty: 2982.185547
	Iteration 29Q: 3 clusters Score -803129.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -803143.000000 Penalty: 2982.185547
	Iteration 30Q: 3 clusters Score -803143 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -803155.250000 Penalty: 2982.185547
	Iteration 31Q: 3 clusters Score -803155.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -803163.687500 Penalty: 2982.185547
	Iteration 32Q: 3 clusters Score -803163.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -803172.937500 Penalty: 2982.185547
	Iteration 33Q: 3 clusters Score -803172.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -803182.375000 Penalty: 2982.185547
	Iteration 34Q: 3 clusters Score -803182.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -803190.687500 Penalty: 2982.185547
	Iteration 35Q: 3 clusters Score -803190.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -803194.312500 Penalty: 2982.185547
	Iteration 36Q: 3 clusters Score -803194.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -803198.250000 Penalty: 2982.185547
	Iteration 37Q: 3 clusters Score -803198.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -803201.500000 Penalty: 2982.185547
	Iteration 38Q: 3 clusters Score -803201.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -803204.687500 Penalty: 2982.185547
	Iteration 39Q: 3 clusters Score -803204.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -803206.687500 Penalty: 2982.185547
	Iteration 40F: 3 clusters Score -803206.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -803207.000000 Penalty: 2982.185547
	Iteration 41Q: 3 clusters Score -803207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -803209.500000 Penalty: 2982.185547
	Iteration 42Q: 3 clusters Score -803209.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -803209.625000 Penalty: 2982.185547
	Iteration 43Q: 3 clusters Score -803209.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -803211.125000 Penalty: 2982.185547
	Iteration 44Q: 3 clusters Score -803211.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -803211.812500 Penalty: 2982.185547
	Iteration 45Q: 3 clusters Score -803211.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -803211.812500 Penalty: 2982.185547
	Iteration 46F: 3 clusters Score -803211.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (70636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70636 members 
Entering Unmasked Estep 
Score: -6518525.500000 Penalty: 1814.360596
	Iteration 0F: 2 clusters Score -6518526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -6471358.000000 Penalty: 3628.721191
	Iteration 0F: 3 clusters Score -6471358 nChanged 33500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -6490917.000000 Penalty: 3628.721191
	Iteration 1F: 3 clusters Score -6490917 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -6492227.500000 Penalty: 3628.721191
	Iteration 2Q: 3 clusters Score -6492228 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -6494126.000000 Penalty: 3628.721191
	Iteration 3F: 3 clusters Score -6494126 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -6496469.000000 Penalty: 3628.721191
	Iteration 4F: 3 clusters Score -6496469 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -6499062.000000 Penalty: 3628.721191
	Iteration 5F: 3 clusters Score -6499062 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -6501363.500000 Penalty: 3628.721191
	Iteration 6F: 3 clusters Score -6501364 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -6503304.500000 Penalty: 3628.721191
	Iteration 7F: 3 clusters Score -6503304 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -6504919.000000 Penalty: 3628.721191
	Iteration 8Q: 3 clusters Score -6504919 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -6506364.500000 Penalty: 3628.721191
	Iteration 9Q: 3 clusters Score -6506364 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -6507683.000000 Penalty: 3628.721191
	Iteration 10Q: 3 clusters Score -6507683 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -6508950.500000 Penalty: 3628.721191
	Iteration 11Q: 3 clusters Score -6508950 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49205 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -6510069.500000 Penalty: 3628.721191
	Iteration 12Q: 3 clusters Score -6510070 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51431 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -6511095.000000 Penalty: 3628.721191
	Iteration 13Q: 3 clusters Score -6511095 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53580 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -6512134.000000 Penalty: 3628.721191
	Iteration 14Q: 3 clusters Score -6512134 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55624 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -6513096.000000 Penalty: 3628.721191
	Iteration 15Q: 3 clusters Score -6513096 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57490 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -6513931.500000 Penalty: 3628.721191
	Iteration 16Q: 3 clusters Score -6513932 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59164 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -6514651.500000 Penalty: 3628.721191
	Iteration 17Q: 3 clusters Score -6514652 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60629 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -6515228.500000 Penalty: 3628.721191
	Iteration 18Q: 3 clusters Score -6515228 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61875 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -6515720.000000 Penalty: 3628.721191
	Iteration 19Q: 3 clusters Score -6515720 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62936 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -6516085.000000 Penalty: 3628.721191
	Iteration 20F: 3 clusters Score -6516085 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63797 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -6516393.000000 Penalty: 3628.721191
	Iteration 21Q: 3 clusters Score -6516393 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64471 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -6516609.000000 Penalty: 3628.721191
	Iteration 22Q: 3 clusters Score -6516609 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65113 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -6516817.000000 Penalty: 3628.721191
	Iteration 23Q: 3 clusters Score -6516817 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65627 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -6516973.500000 Penalty: 3628.721191
	Iteration 24Q: 3 clusters Score -6516974 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66052 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -6517031.500000 Penalty: 3628.721191
	Iteration 25Q: 3 clusters Score -6517032 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66429 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -6517133.000000 Penalty: 3628.721191
	Iteration 26Q: 3 clusters Score -6517133 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66731 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -6517187.500000 Penalty: 3628.721191
	Iteration 27Q: 3 clusters Score -6517188 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66980 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -6517228.000000 Penalty: 3628.721191
	Iteration 28Q: 3 clusters Score -6517228 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67191 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -6517264.000000 Penalty: 3628.721191
	Iteration 29Q: 3 clusters Score -6517264 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67376 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -6517324.000000 Penalty: 3628.721191
	Iteration 30Q: 3 clusters Score -6517324 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67543 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -6517386.500000 Penalty: 3628.721191
	Iteration 31Q: 3 clusters Score -6517386 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67700 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -6517394.000000 Penalty: 3628.721191
	Iteration 32Q: 3 clusters Score -6517394 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67839 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -6517440.500000 Penalty: 3628.721191
	Iteration 33Q: 3 clusters Score -6517440 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67960 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -6517456.000000 Penalty: 3628.721191
	Iteration 34Q: 3 clusters Score -6517456 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68061 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -6517478.000000 Penalty: 3628.721191
	Iteration 35Q: 3 clusters Score -6517478 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68152 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -6517486.500000 Penalty: 3628.721191
	Iteration 36Q: 3 clusters Score -6517486 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68225 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -6517501.500000 Penalty: 3628.721191
	Iteration 37Q: 3 clusters Score -6517502 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68305 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -6517510.500000 Penalty: 3628.721191
	Iteration 38Q: 3 clusters Score -6517510 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68363 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -6517515.500000 Penalty: 3628.721191
	Iteration 39Q: 3 clusters Score -6517516 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68412 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -6517528.000000 Penalty: 3628.721191
	Iteration 40F: 3 clusters Score -6517528 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68457 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -6517546.000000 Penalty: 3628.721191
	Iteration 41Q: 3 clusters Score -6517546 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68491 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -6517548.000000 Penalty: 3628.721191
	Iteration 42Q: 3 clusters Score -6517548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68511 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -6517568.000000 Penalty: 3628.721191
	Iteration 43Q: 3 clusters Score -6517568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68533 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -6517559.000000 Penalty: 3628.721191
	Iteration 44Q: 3 clusters Score -6517559 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68553 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -6517562.500000 Penalty: 3628.721191
	Iteration 45Q: 3 clusters Score -6517562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68569 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -6517563.500000 Penalty: 3628.721191
	Iteration 46Q: 3 clusters Score -6517564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68580 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -6517568.500000 Penalty: 3628.721191
	Iteration 47Q: 3 clusters Score -6517568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68589 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -6517565.000000 Penalty: 3628.721191
	Iteration 48Q: 3 clusters Score -6517565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68595 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -6517574.500000 Penalty: 3628.721191
	Iteration 49Q: 3 clusters Score -6517574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68601 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -6517561.000000 Penalty: 3628.721191
	Iteration 50Q: 3 clusters Score -6517561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68606 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -6517569.000000 Penalty: 3628.721191
	Iteration 51Q: 3 clusters Score -6517569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68613 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -6517571.000000 Penalty: 3628.721191
	Iteration 52Q: 3 clusters Score -6517571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68622 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -6517570.000000 Penalty: 3628.721191
	Iteration 53Q: 3 clusters Score -6517570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68632 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -6517571.500000 Penalty: 3628.721191
	Iteration 54Q: 3 clusters Score -6517572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68641 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -6517571.500000 Penalty: 3628.721191
	Iteration 55Q: 3 clusters Score -6517572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68658 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -6517572.000000 Penalty: 3628.721191
	Iteration 56Q: 3 clusters Score -6517572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68672 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -6517573.500000 Penalty: 3628.721191
	Iteration 57Q: 3 clusters Score -6517574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68682 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -6517580.500000 Penalty: 3628.721191
	Iteration 58Q: 3 clusters Score -6517580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68687 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -6517586.000000 Penalty: 3628.721191
	Iteration 59Q: 3 clusters Score -6517586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68696 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -6517587.000000 Penalty: 3628.721191
	Iteration 60F: 3 clusters Score -6517587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68703 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -6517582.000000 Penalty: 3628.721191
	Iteration 61Q: 3 clusters Score -6517582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68710 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -6517575.500000 Penalty: 3628.721191
	Iteration 62Q: 3 clusters Score -6517576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68714 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -6517585.000000 Penalty: 3628.721191
	Iteration 63Q: 3 clusters Score -6517585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68718 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -6517584.000000 Penalty: 3628.721191
	Iteration 64Q: 3 clusters Score -6517584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68723 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -6517579.000000 Penalty: 3628.721191
	Iteration 65Q: 3 clusters Score -6517579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68726 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -6517584.000000 Penalty: 3628.721191
	Iteration 66Q: 3 clusters Score -6517584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68729 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -6517584.500000 Penalty: 3628.721191
	Iteration 67Q: 3 clusters Score -6517584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68733 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -6517575.000000 Penalty: 3628.721191
	Iteration 68Q: 3 clusters Score -6517575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68735 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -6517572.500000 Penalty: 3628.721191
	Iteration 69Q: 3 clusters Score -6517572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68736 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -6517574.000000 Penalty: 3628.721191
	Iteration 70Q: 3 clusters Score -6517574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68736 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -6517574.000000 Penalty: 3628.721191
	Iteration 71F: 3 clusters Score -6517574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Entering Unmasked Estep 
Score: -750121.750000 Penalty: 1470.633911
	Iteration 0F: 2 clusters Score -750121.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -743973.937500 Penalty: 2941.267822
	Iteration 0F: 3 clusters Score -743973.9 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -746264.625000 Penalty: 2941.267822
	Iteration 1F: 3 clusters Score -746264.6 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -746957.812500 Penalty: 2941.267822
	Iteration 2F: 3 clusters Score -746957.8 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -747604.562500 Penalty: 2941.267822
	Iteration 3F: 3 clusters Score -747604.6 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -748231.812500 Penalty: 2941.267822
	Iteration 4F: 3 clusters Score -748231.8 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -748946.062500 Penalty: 2941.267822
	Iteration 5F: 3 clusters Score -748946.1 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -749533.250000 Penalty: 2941.267822
	Iteration 6F: 3 clusters Score -749533.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -749907.062500 Penalty: 2941.267822
	Iteration 7F: 3 clusters Score -749907.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -750152.000000 Penalty: 2941.267822
	Iteration 8Q: 3 clusters Score -750152 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -750322.875000 Penalty: 2941.267822
	Iteration 9Q: 3 clusters Score -750322.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -750431.812500 Penalty: 2941.267822
	Iteration 10Q: 3 clusters Score -750431.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -750503.312500 Penalty: 2941.267822
	Iteration 11Q: 3 clusters Score -750503.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -750555.000000 Penalty: 2941.267822
	Iteration 12Q: 3 clusters Score -750555 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -750598.000000 Penalty: 2941.267822
	Iteration 13Q: 3 clusters Score -750598 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -750641.937500 Penalty: 2941.267822
	Iteration 14Q: 3 clusters Score -750641.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -750672.687500 Penalty: 2941.267822
	Iteration 15Q: 3 clusters Score -750672.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -750713.812500 Penalty: 2941.267822
	Iteration 16Q: 3 clusters Score -750713.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -750757.625000 Penalty: 2941.267822
	Iteration 17Q: 3 clusters Score -750757.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -750798.812500 Penalty: 2941.267822
	Iteration 18Q: 3 clusters Score -750798.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -750840.750000 Penalty: 2941.267822
	Iteration 19Q: 3 clusters Score -750840.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -750880.312500 Penalty: 2941.267822
	Iteration 20F: 3 clusters Score -750880.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -750906.062500 Penalty: 2941.267822
	Iteration 21Q: 3 clusters Score -750906.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -750913.812500 Penalty: 2941.267822
	Iteration 22Q: 3 clusters Score -750913.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -750922.125000 Penalty: 2941.267822
	Iteration 23Q: 3 clusters Score -750922.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -750928.125000 Penalty: 2941.267822
	Iteration 24Q: 3 clusters Score -750928.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -750931.312500 Penalty: 2941.267822
	Iteration 25Q: 3 clusters Score -750931.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -750930.875000 Penalty: 2941.267822
	Iteration 26Q: 3 clusters Score -750930.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -750930.812500 Penalty: 2941.267822
	Iteration 27Q: 3 clusters Score -750930.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -750933.812500 Penalty: 2941.267822
	Iteration 28Q: 3 clusters Score -750933.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -750932.562500 Penalty: 2941.267822
	Iteration 29Q: 3 clusters Score -750932.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -750934.125000 Penalty: 2941.267822
	Iteration 30Q: 3 clusters Score -750934.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -750933.437500 Penalty: 2941.267822
	Iteration 31Q: 3 clusters Score -750933.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -750932.812500 Penalty: 2941.267822
	Iteration 32Q: 3 clusters Score -750932.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -750933.625000 Penalty: 2941.267822
	Iteration 33Q: 3 clusters Score -750933.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -750933.625000 Penalty: 2941.267822
	Iteration 34F: 3 clusters Score -750933.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8120 members 
Mstep: Class 3 contains 40336 members 
Mstep: Class 4 contains 6086 members 
Mstep: Class 5 contains 22979 members 
Mstep: Class 6 contains 8482 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10882 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 127957 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3237 members 
Mstep: Class 15 contains 116350 members 
Mstep: Class 16 contains 80143 members 
Mstep: Class 17 contains 124920 members 
Mstep: Class 18 contains 39329 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6627 members 
Mstep: Class 21 contains 9662 members 
Mstep: Class 22 contains 70636 members 
Mstep: Class 23 contains 2076 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 42274 members 
Mstep: Class 26 contains 1420 members 
Mstep: Class 27 contains 4410 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27496 members 
Mstep: Class 30 contains 59998 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1756 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1545 members 
Mstep: Class 36 contains 7720 members 
Mstep: Class 37 contains 1376 members 
Mstep: Class 38 contains 10951 members 
Mstep: Class 39 contains 4472 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 6416 members 
Mstep: Class 42 contains 6443 members 
Entering Unmasked Estep 
Score: -84443536.000000 Penalty: 94000.359375
Splitting cluster 23 changes total score from -84442568.000000 to -84443536.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 24 (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: -44320.890625 Penalty: 1018.420105
	Iteration 0F: 2 clusters Score -44320.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43227.109375 Penalty: 2036.840210
	Iteration 0F: 3 clusters Score -43227.11 nChanged 137
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: -43394.488281 Penalty: 2036.840210
	Iteration 1F: 3 clusters Score -43394.49 nChanged 26
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: -43431.457031 Penalty: 2036.840210
	Iteration 2Q: 3 clusters Score -43431.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -43443.972656 Penalty: 2036.840210
	Iteration 3Q: 3 clusters Score -43443.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -43454.160156 Penalty: 2036.840210
	Iteration 4Q: 3 clusters Score -43454.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -43465.933594 Penalty: 2036.840210
	Iteration 5Q: 3 clusters Score -43465.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -43475.015625 Penalty: 2036.840210
	Iteration 6Q: 3 clusters Score -43475.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -43479.718750 Penalty: 2036.840210
	Iteration 7Q: 3 clusters Score -43479.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -43481.808594 Penalty: 2036.840210
	Iteration 8Q: 3 clusters Score -43481.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -43483.839844 Penalty: 2036.840210
	Iteration 9Q: 3 clusters Score -43483.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -43483.839844 Penalty: 2036.840210
	Iteration 10F: 3 clusters Score -43483.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (42274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Entering Unmasked Estep 
Score: -3919083.000000 Penalty: 1730.938232
	Iteration 0F: 2 clusters Score -3919083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -3890839.500000 Penalty: 3461.876465
	Iteration 0F: 3 clusters Score -3890840 nChanged 19608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -3902028.750000 Penalty: 3461.876465
	Iteration 1F: 3 clusters Score -3902029 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -3902911.000000 Penalty: 3461.876465
	Iteration 2F: 3 clusters Score -3902911 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -3904363.250000 Penalty: 3461.876465
	Iteration 3F: 3 clusters Score -3904363 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -3906670.250000 Penalty: 3461.876465
	Iteration 4F: 3 clusters Score -3906670 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -3909757.000000 Penalty: 3461.876465
	Iteration 5F: 3 clusters Score -3909757 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -3912792.000000 Penalty: 3461.876465
	Iteration 6F: 3 clusters Score -3912792 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -3915042.250000 Penalty: 3461.876465
	Iteration 7F: 3 clusters Score -3915042 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3916336.750000 Penalty: 3461.876465
	Iteration 8Q: 3 clusters Score -3916337 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3916947.750000 Penalty: 3461.876465
	Iteration 9Q: 3 clusters Score -3916948 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3917256.000000 Penalty: 3461.876465
	Iteration 10Q: 3 clusters Score -3917256 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3917395.000000 Penalty: 3461.876465
	Iteration 11Q: 3 clusters Score -3917395 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3917476.750000 Penalty: 3461.876465
	Iteration 12Q: 3 clusters Score -3917477 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3917513.750000 Penalty: 3461.876465
	Iteration 13Q: 3 clusters Score -3917514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3917537.250000 Penalty: 3461.876465
	Iteration 14Q: 3 clusters Score -3917537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3917557.500000 Penalty: 3461.876465
	Iteration 15Q: 3 clusters Score -3917558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3917569.500000 Penalty: 3461.876465
	Iteration 16Q: 3 clusters Score -3917570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3917577.000000 Penalty: 3461.876465
	Iteration 17Q: 3 clusters Score -3917577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3917581.250000 Penalty: 3461.876465
	Iteration 18Q: 3 clusters Score -3917581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3917595.250000 Penalty: 3461.876465
	Iteration 19Q: 3 clusters Score -3917595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3917595.500000 Penalty: 3461.876465
	Iteration 20F: 3 clusters Score -3917596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3917602.250000 Penalty: 3461.876465
	Iteration 21Q: 3 clusters Score -3917602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3917602.000000 Penalty: 3461.876465
	Iteration 22Q: 3 clusters Score -3917602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3917608.750000 Penalty: 3461.876465
	Iteration 23Q: 3 clusters Score -3917609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3917606.500000 Penalty: 3461.876465
	Iteration 24Q: 3 clusters Score -3917606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3917606.500000 Penalty: 3461.876465
	Iteration 25F: 3 clusters Score -3917606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Entering Unmasked Estep 
Score: -99305.406250 Penalty: 1179.492065
	Iteration 0F: 2 clusters Score -99305.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -97668.023438 Penalty: 2358.984131
	Iteration 0F: 3 clusters Score -97668.02 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -98177.601562 Penalty: 2358.984131
	Iteration 1F: 3 clusters Score -98177.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -98459.226562 Penalty: 2358.984131
	Iteration 2F: 3 clusters Score -98459.23 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -98739.578125 Penalty: 2358.984131
	Iteration 3F: 3 clusters Score -98739.58 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -98866.703125 Penalty: 2358.984131
	Iteration 4F: 3 clusters Score -98866.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -98924.851562 Penalty: 2358.984131
	Iteration 5Q: 3 clusters Score -98924.85 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -98997.601562 Penalty: 2358.984131
	Iteration 6Q: 3 clusters Score -98997.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -99063.656250 Penalty: 2358.984131
	Iteration 7Q: 3 clusters Score -99063.66 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -99164.226562 Penalty: 2358.984131
	Iteration 8Q: 3 clusters Score -99164.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -99239.062500 Penalty: 2358.984131
	Iteration 9Q: 3 clusters Score -99239.06 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -99328.148438 Penalty: 2358.984131
	Iteration 10Q: 3 clusters Score -99328.15 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -99423.937500 Penalty: 2358.984131
	Iteration 11Q: 3 clusters Score -99423.94 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -99508.640625 Penalty: 2358.984131
	Iteration 12Q: 3 clusters Score -99508.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -99552.117188 Penalty: 2358.984131
	Iteration 13Q: 3 clusters Score -99552.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -99566.265625 Penalty: 2358.984131
	Iteration 14Q: 3 clusters Score -99566.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -99573.140625 Penalty: 2358.984131
	Iteration 15Q: 3 clusters Score -99573.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -99579.742188 Penalty: 2358.984131
	Iteration 16Q: 3 clusters Score -99579.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -99587.414062 Penalty: 2358.984131
	Iteration 17Q: 3 clusters Score -99587.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -99597.898438 Penalty: 2358.984131
	Iteration 18Q: 3 clusters Score -99597.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -99606.218750 Penalty: 2358.984131
	Iteration 19Q: 3 clusters Score -99606.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -99624.375000 Penalty: 2358.984131
	Iteration 20F: 3 clusters Score -99624.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -99640.398438 Penalty: 2358.984131
	Iteration 21Q: 3 clusters Score -99640.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -99650.656250 Penalty: 2358.984131
	Iteration 22Q: 3 clusters Score -99650.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -99655.203125 Penalty: 2358.984131
	Iteration 23Q: 3 clusters Score -99655.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -99660.187500 Penalty: 2358.984131
	Iteration 24Q: 3 clusters Score -99660.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -99665.539062 Penalty: 2358.984131
	Iteration 25Q: 3 clusters Score -99665.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -99675.710938 Penalty: 2358.984131
	Iteration 26Q: 3 clusters Score -99675.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -99681.070312 Penalty: 2358.984131
	Iteration 27Q: 3 clusters Score -99681.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -99687.171875 Penalty: 2358.984131
	Iteration 28Q: 3 clusters Score -99687.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -99692.843750 Penalty: 2358.984131
	Iteration 29Q: 3 clusters Score -99692.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -99694.140625 Penalty: 2358.984131
	Iteration 30Q: 3 clusters Score -99694.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -99695.679688 Penalty: 2358.984131
	Iteration 31Q: 3 clusters Score -99695.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -99695.679688 Penalty: 2358.984131
	Iteration 32F: 3 clusters Score -99695.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8120 members 
Mstep: Class 3 contains 40336 members 
Mstep: Class 4 contains 6086 members 
Mstep: Class 5 contains 22979 members 
Mstep: Class 6 contains 8482 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10882 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 127957 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3237 members 
Mstep: Class 15 contains 116350 members 
Mstep: Class 16 contains 80143 members 
Mstep: Class 17 contains 124920 members 
Mstep: Class 18 contains 39329 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6627 members 
Mstep: Class 21 contains 9662 members 
Mstep: Class 22 contains 70636 members 
Mstep: Class 23 contains 2076 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 42274 members 
Mstep: Class 26 contains 816 members 
Mstep: Class 27 contains 4410 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27496 members 
Mstep: Class 30 contains 59998 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1756 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1545 members 
Mstep: Class 36 contains 7720 members 
Mstep: Class 37 contains 1376 members 
Mstep: Class 38 contains 10951 members 
Mstep: Class 39 contains 4472 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 6416 members 
Mstep: Class 42 contains 6443 members 
Mstep: Class 43 contains 604 members 
Entering Unmasked Estep 
Score: -84442792.000000 Penalty: 96238.460938
Splitting cluster 26 changes total score from -84442568.000000 to -84442792.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 27 (4410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Entering Unmasked Estep 
Score: -388508.843750 Penalty: 1363.639893
	Iteration 0F: 2 clusters Score -388508.8 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 2182 members 
Entering Unmasked Estep 
Score: -384913.843750 Penalty: 2727.279785
	Iteration 0F: 3 clusters Score -384913.8 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -386016.312500 Penalty: 2727.279785
	Iteration 1F: 3 clusters Score -386016.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -386331.937500 Penalty: 2727.279785
	Iteration 2F: 3 clusters Score -386331.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -386559.156250 Penalty: 2727.279785
	Iteration 3F: 3 clusters Score -386559.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -386712.406250 Penalty: 2727.279785
	Iteration 4F: 3 clusters Score -386712.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -386825.343750 Penalty: 2727.279785
	Iteration 5Q: 3 clusters Score -386825.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -386935.562500 Penalty: 2727.279785
	Iteration 6Q: 3 clusters Score -386935.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -387050.968750 Penalty: 2727.279785
	Iteration 7Q: 3 clusters Score -387051 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -387160.250000 Penalty: 2727.279785
	Iteration 8Q: 3 clusters Score -387160.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -387266.937500 Penalty: 2727.279785
	Iteration 9Q: 3 clusters Score -387266.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -387357.312500 Penalty: 2727.279785
	Iteration 10Q: 3 clusters Score -387357.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -387423.437500 Penalty: 2727.279785
	Iteration 11Q: 3 clusters Score -387423.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -387465.218750 Penalty: 2727.279785
	Iteration 12Q: 3 clusters Score -387465.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -387497.937500 Penalty: 2727.279785
	Iteration 13Q: 3 clusters Score -387497.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -387520.781250 Penalty: 2727.279785
	Iteration 14Q: 3 clusters Score -387520.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -387530.062500 Penalty: 2727.279785
	Iteration 15Q: 3 clusters Score -387530.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -387535.218750 Penalty: 2727.279785
	Iteration 16Q: 3 clusters Score -387535.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -387538.250000 Penalty: 2727.279785
	Iteration 17Q: 3 clusters Score -387538.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -387540.781250 Penalty: 2727.279785
	Iteration 18Q: 3 clusters Score -387540.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -387541.218750 Penalty: 2727.279785
	Iteration 19Q: 3 clusters Score -387541.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -387542.906250 Penalty: 2727.279785
	Iteration 20F: 3 clusters Score -387542.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -387544.000000 Penalty: 2727.279785
	Iteration 21Q: 3 clusters Score -387544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -387544.187500 Penalty: 2727.279785
	Iteration 22Q: 3 clusters Score -387544.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -387545.218750 Penalty: 2727.279785
	Iteration 23Q: 3 clusters Score -387545.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -387544.375000 Penalty: 2727.279785
	Iteration 24Q: 3 clusters Score -387544.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -387544.937500 Penalty: 2727.279785
	Iteration 25Q: 3 clusters Score -387544.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -387544.718750 Penalty: 2727.279785
	Iteration 26Q: 3 clusters Score -387544.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -387545.281250 Penalty: 2727.279785
	Iteration 27Q: 3 clusters Score -387545.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -387546.312500 Penalty: 2727.279785
	Iteration 28Q: 3 clusters Score -387546.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -387546.750000 Penalty: 2727.279785
	Iteration 29Q: 3 clusters Score -387546.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -387547.093750 Penalty: 2727.279785
	Iteration 30Q: 3 clusters Score -387547.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -387548.500000 Penalty: 2727.279785
	Iteration 31Q: 3 clusters Score -387548.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -387548.500000 Penalty: 2727.279785
	Iteration 32F: 3 clusters Score -387548.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Entering Unmasked Estep 
Score: -142259.609375 Penalty: 1203.787720
	Iteration 0F: 2 clusters Score -142259.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -140379.718750 Penalty: 2407.575439
	Iteration 0F: 3 clusters Score -140379.7 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -140748.156250 Penalty: 2407.575439
	Iteration 1F: 3 clusters Score -140748.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -140873.328125 Penalty: 2407.575439
	Iteration 2F: 3 clusters Score -140873.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -140942.796875 Penalty: 2407.575439
	Iteration 3F: 3 clusters Score -140942.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -141015.828125 Penalty: 2407.575439
	Iteration 4Q: 3 clusters Score -141015.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -141091.609375 Penalty: 2407.575439
	Iteration 5Q: 3 clusters Score -141091.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -141144.281250 Penalty: 2407.575439
	Iteration 6Q: 3 clusters Score -141144.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -141197.875000 Penalty: 2407.575439
	Iteration 7Q: 3 clusters Score -141197.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -141266.484375 Penalty: 2407.575439
	Iteration 8Q: 3 clusters Score -141266.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -141366.468750 Penalty: 2407.575439
	Iteration 9Q: 3 clusters Score -141366.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -141514.390625 Penalty: 2407.575439
	Iteration 10Q: 3 clusters Score -141514.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -141665.296875 Penalty: 2407.575439
	Iteration 11Q: 3 clusters Score -141665.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -141840.421875 Penalty: 2407.575439
	Iteration 12F: 3 clusters Score -141840.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -142044.875000 Penalty: 2407.575439
	Iteration 13F: 3 clusters Score -142044.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -142189.843750 Penalty: 2407.575439
	Iteration 14F: 3 clusters Score -142189.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -142305.234375 Penalty: 2407.575439
	Iteration 15Q: 3 clusters Score -142305.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -142385.921875 Penalty: 2407.575439
	Iteration 16Q: 3 clusters Score -142385.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -142459.984375 Penalty: 2407.575439
	Iteration 17Q: 3 clusters Score -142460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -142535.078125 Penalty: 2407.575439
	Iteration 18Q: 3 clusters Score -142535.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -142580.468750 Penalty: 2407.575439
	Iteration 19Q: 3 clusters Score -142580.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -142609.062500 Penalty: 2407.575439
	Iteration 20F: 3 clusters Score -142609.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -142626.859375 Penalty: 2407.575439
	Iteration 21Q: 3 clusters Score -142626.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -142636.343750 Penalty: 2407.575439
	Iteration 22Q: 3 clusters Score -142636.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -142645.921875 Penalty: 2407.575439
	Iteration 23Q: 3 clusters Score -142645.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -142651.031250 Penalty: 2407.575439
	Iteration 24Q: 3 clusters Score -142651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -142652.171875 Penalty: 2407.575439
	Iteration 25Q: 3 clusters Score -142652.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -142652.171875 Penalty: 2407.575439
	Iteration 26F: 3 clusters Score -142652.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8120 members 
Mstep: Class 3 contains 40336 members 
Mstep: Class 4 contains 6086 members 
Mstep: Class 5 contains 22979 members 
Mstep: Class 6 contains 8482 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10882 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 127957 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3237 members 
Mstep: Class 15 contains 116350 members 
Mstep: Class 16 contains 80143 members 
Mstep: Class 17 contains 124920 members 
Mstep: Class 18 contains 39329 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6627 members 
Mstep: Class 21 contains 9662 members 
Mstep: Class 22 contains 70636 members 
Mstep: Class 23 contains 2076 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 42274 members 
Mstep: Class 26 contains 816 members 
Mstep: Class 27 contains 4410 members 
Mstep: Class 28 contains 476 members 
Mstep: Class 29 contains 27496 members 
Mstep: Class 30 contains 59998 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1756 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1545 members 
Mstep: Class 36 contains 7720 members 
Mstep: Class 37 contains 1376 members 
Mstep: Class 38 contains 10951 members 
Mstep: Class 39 contains 4472 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 6416 members 
Mstep: Class 42 contains 6443 members 
Mstep: Class 43 contains 604 members 
Mstep: Class 44 contains 1173 members 
Entering Unmasked Estep 
Score: -84442240.000000 Penalty: 98476.570312
Splitting cluster 28 changes total score from -84442568.000000 to -84442240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (27496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Entering Unmasked Estep 
Score: -2272999.750000 Penalty: 1661.041870
	Iteration 0F: 2 clusters Score -2273000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2254470.500000 Penalty: 3322.083740
	Iteration 0F: 3 clusters Score -2254470 nChanged 12664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -2261953.750000 Penalty: 3322.083740
	Iteration 1F: 3 clusters Score -2261954 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2262937.750000 Penalty: 3322.083740
	Iteration 2F: 3 clusters Score -2262938 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2264124.250000 Penalty: 3322.083740
	Iteration 3F: 3 clusters Score -2264124 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2265362.750000 Penalty: 3322.083740
	Iteration 4F: 3 clusters Score -2265363 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2266462.000000 Penalty: 3322.083740
	Iteration 5F: 3 clusters Score -2266462 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2267312.250000 Penalty: 3322.083740
	Iteration 6F: 3 clusters Score -2267312 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2267912.500000 Penalty: 3322.083740
	Iteration 7Q: 3 clusters Score -2267912 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2268362.250000 Penalty: 3322.083740
	Iteration 8Q: 3 clusters Score -2268362 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2268776.250000 Penalty: 3322.083740
	Iteration 9Q: 3 clusters Score -2268776 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -2269069.000000 Penalty: 3322.083740
	Iteration 10Q: 3 clusters Score -2269069 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2269287.500000 Penalty: 3322.083740
	Iteration 11Q: 3 clusters Score -2269288 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -2269467.750000 Penalty: 3322.083740
	Iteration 12Q: 3 clusters Score -2269468 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2269612.000000 Penalty: 3322.083740
	Iteration 13Q: 3 clusters Score -2269612 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2269745.500000 Penalty: 3322.083740
	Iteration 14Q: 3 clusters Score -2269746 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -2269896.250000 Penalty: 3322.083740
	Iteration 15Q: 3 clusters Score -2269896 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -2270040.000000 Penalty: 3322.083740
	Iteration 16Q: 3 clusters Score -2270040 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -2270166.750000 Penalty: 3322.083740
	Iteration 17Q: 3 clusters Score -2270167 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2270290.500000 Penalty: 3322.083740
	Iteration 18Q: 3 clusters Score -2270290 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -2270374.500000 Penalty: 3322.083740
	Iteration 19Q: 3 clusters Score -2270374 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2270484.750000 Penalty: 3322.083740
	Iteration 20F: 3 clusters Score -2270485 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2270599.000000 Penalty: 3322.083740
	Iteration 21Q: 3 clusters Score -2270599 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2270712.000000 Penalty: 3322.083740
	Iteration 22Q: 3 clusters Score -2270712 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2270832.000000 Penalty: 3322.083740
	Iteration 23Q: 3 clusters Score -2270832 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2270926.750000 Penalty: 3322.083740
	Iteration 24Q: 3 clusters Score -2270927 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2271055.250000 Penalty: 3322.083740
	Iteration 25Q: 3 clusters Score -2271055 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2271163.500000 Penalty: 3322.083740
	Iteration 26Q: 3 clusters Score -2271164 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2271259.500000 Penalty: 3322.083740
	Iteration 27Q: 3 clusters Score -2271260 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2271342.750000 Penalty: 3322.083740
	Iteration 28Q: 3 clusters Score -2271343 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2271395.750000 Penalty: 3322.083740
	Iteration 29Q: 3 clusters Score -2271396 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2271451.750000 Penalty: 3322.083740
	Iteration 30Q: 3 clusters Score -2271452 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2271475.000000 Penalty: 3322.083740
	Iteration 31Q: 3 clusters Score -2271475 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2271501.750000 Penalty: 3322.083740
	Iteration 32Q: 3 clusters Score -2271502 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2271519.250000 Penalty: 3322.083740
	Iteration 33Q: 3 clusters Score -2271519 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2271550.250000 Penalty: 3322.083740
	Iteration 34Q: 3 clusters Score -2271550 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2271563.500000 Penalty: 3322.083740
	Iteration 35Q: 3 clusters Score -2271564 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2271567.000000 Penalty: 3322.083740
	Iteration 36Q: 3 clusters Score -2271567 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2271578.000000 Penalty: 3322.083740
	Iteration 37Q: 3 clusters Score -2271578 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2271583.000000 Penalty: 3322.083740
	Iteration 38Q: 3 clusters Score -2271583 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2271597.500000 Penalty: 3322.083740
	Iteration 39Q: 3 clusters Score -2271598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2271604.250000 Penalty: 3322.083740
	Iteration 40F: 3 clusters Score -2271604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2271603.250000 Penalty: 3322.083740
	Iteration 41Q: 3 clusters Score -2271603 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2271612.000000 Penalty: 3322.083740
	Iteration 42Q: 3 clusters Score -2271612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2271615.750000 Penalty: 3322.083740
	Iteration 43Q: 3 clusters Score -2271616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2271617.750000 Penalty: 3322.083740
	Iteration 44Q: 3 clusters Score -2271618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2271619.750000 Penalty: 3322.083740
	Iteration 45Q: 3 clusters Score -2271620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2271621.500000 Penalty: 3322.083740
	Iteration 46Q: 3 clusters Score -2271622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2271625.500000 Penalty: 3322.083740
	Iteration 47Q: 3 clusters Score -2271626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2271626.500000 Penalty: 3322.083740
	Iteration 48Q: 3 clusters Score -2271626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2271635.750000 Penalty: 3322.083740
	Iteration 49Q: 3 clusters Score -2271636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2271636.750000 Penalty: 3322.083740
	Iteration 50Q: 3 clusters Score -2271637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2271639.500000 Penalty: 3322.083740
	Iteration 51Q: 3 clusters Score -2271640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2271647.250000 Penalty: 3322.083740
	Iteration 52Q: 3 clusters Score -2271647 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2271642.500000 Penalty: 3322.083740
	Iteration 53Q: 3 clusters Score -2271642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2271639.500000 Penalty: 3322.083740
	Iteration 54Q: 3 clusters Score -2271640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2271647.000000 Penalty: 3322.083740
	Iteration 55Q: 3 clusters Score -2271647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2271643.750000 Penalty: 3322.083740
	Iteration 56Q: 3 clusters Score -2271644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2271645.750000 Penalty: 3322.083740
	Iteration 57Q: 3 clusters Score -2271646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2271646.500000 Penalty: 3322.083740
	Iteration 58Q: 3 clusters Score -2271646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2271643.750000 Penalty: 3322.083740
	Iteration 59Q: 3 clusters Score -2271644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2271643.250000 Penalty: 3322.083740
	Iteration 60F: 3 clusters Score -2271643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2271644.000000 Penalty: 3322.083740
	Iteration 61Q: 3 clusters Score -2271644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2271645.000000 Penalty: 3322.083740
	Iteration 62Q: 3 clusters Score -2271645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2271643.750000 Penalty: 3322.083740
	Iteration 63Q: 3 clusters Score -2271644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2271646.250000 Penalty: 3322.083740
	Iteration 64Q: 3 clusters Score -2271646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2271647.750000 Penalty: 3322.083740
	Iteration 65Q: 3 clusters Score -2271648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2271647.750000 Penalty: 3322.083740
	Iteration 66Q: 3 clusters Score -2271648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2271648.250000 Penalty: 3322.083740
	Iteration 67Q: 3 clusters Score -2271648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2271651.500000 Penalty: 3322.083740
	Iteration 68Q: 3 clusters Score -2271652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2271653.250000 Penalty: 3322.083740
	Iteration 69Q: 3 clusters Score -2271653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2271654.500000 Penalty: 3322.083740
	Iteration 70Q: 3 clusters Score -2271654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2271656.500000 Penalty: 3322.083740
	Iteration 71Q: 3 clusters Score -2271656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2271656.750000 Penalty: 3322.083740
	Iteration 72Q: 3 clusters Score -2271657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2271655.750000 Penalty: 3322.083740
	Iteration 73Q: 3 clusters Score -2271656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2271659.750000 Penalty: 3322.083740
	Iteration 74Q: 3 clusters Score -2271660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2271657.250000 Penalty: 3322.083740
	Iteration 75Q: 3 clusters Score -2271657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2271662.250000 Penalty: 3322.083740
	Iteration 76Q: 3 clusters Score -2271662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2271664.500000 Penalty: 3322.083740
	Iteration 77Q: 3 clusters Score -2271664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2271673.000000 Penalty: 3322.083740
	Iteration 78Q: 3 clusters Score -2271673 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2271678.500000 Penalty: 3322.083740
	Iteration 79Q: 3 clusters Score -2271678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2271685.750000 Penalty: 3322.083740
	Iteration 80F: 3 clusters Score -2271686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2271689.750000 Penalty: 3322.083740
	Iteration 81Q: 3 clusters Score -2271690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2271693.250000 Penalty: 3322.083740
	Iteration 82Q: 3 clusters Score -2271693 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2271691.250000 Penalty: 3322.083740
	Iteration 83Q: 3 clusters Score -2271691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2271692.500000 Penalty: 3322.083740
	Iteration 84Q: 3 clusters Score -2271692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2271698.750000 Penalty: 3322.083740
	Iteration 85Q: 3 clusters Score -2271699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2271702.750000 Penalty: 3322.083740
	Iteration 86Q: 3 clusters Score -2271703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2271705.500000 Penalty: 3322.083740
	Iteration 87Q: 3 clusters Score -2271706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2271705.250000 Penalty: 3322.083740
	Iteration 88Q: 3 clusters Score -2271705 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2271706.500000 Penalty: 3322.083740
	Iteration 89Q: 3 clusters Score -2271706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2271705.750000 Penalty: 3322.083740
	Iteration 90Q: 3 clusters Score -2271706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2271713.250000 Penalty: 3322.083740
	Iteration 91Q: 3 clusters Score -2271713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2271719.750000 Penalty: 3322.083740
	Iteration 92Q: 3 clusters Score -2271720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2271727.000000 Penalty: 3322.083740
	Iteration 93Q: 3 clusters Score -2271727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2271728.000000 Penalty: 3322.083740
	Iteration 94Q: 3 clusters Score -2271728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2271736.500000 Penalty: 3322.083740
	Iteration 95Q: 3 clusters Score -2271736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2271737.750000 Penalty: 3322.083740
	Iteration 96Q: 3 clusters Score -2271738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2271742.750000 Penalty: 3322.083740
	Iteration 97Q: 3 clusters Score -2271743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2271749.750000 Penalty: 3322.083740
	Iteration 98Q: 3 clusters Score -2271750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2271746.000000 Penalty: 3322.083740
	Iteration 99Q: 3 clusters Score -2271746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2271753.750000 Penalty: 3322.083740
	Iteration 100F: 3 clusters Score -2271754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2271752.500000 Penalty: 3322.083740
	Iteration 101Q: 3 clusters Score -2271752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2271753.000000 Penalty: 3322.083740
	Iteration 102Q: 3 clusters Score -2271753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2271756.500000 Penalty: 3322.083740
	Iteration 103Q: 3 clusters Score -2271756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2271763.000000 Penalty: 3322.083740
	Iteration 104Q: 3 clusters Score -2271763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2271766.250000 Penalty: 3322.083740
	Iteration 105Q: 3 clusters Score -2271766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2271768.500000 Penalty: 3322.083740
	Iteration 106Q: 3 clusters Score -2271768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2271768.000000 Penalty: 3322.083740
	Iteration 107Q: 3 clusters Score -2271768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2271767.250000 Penalty: 3322.083740
	Iteration 108Q: 3 clusters Score -2271767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2271768.750000 Penalty: 3322.083740
	Iteration 109Q: 3 clusters Score -2271769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2271776.500000 Penalty: 3322.083740
	Iteration 110Q: 3 clusters Score -2271776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2271777.250000 Penalty: 3322.083740
	Iteration 111Q: 3 clusters Score -2271777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2271780.250000 Penalty: 3322.083740
	Iteration 112Q: 3 clusters Score -2271780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2271781.000000 Penalty: 3322.083740
	Iteration 113Q: 3 clusters Score -2271781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2271781.000000 Penalty: 3322.083740
	Iteration 114Q: 3 clusters Score -2271781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2271781.250000 Penalty: 3322.083740
	Iteration 115Q: 3 clusters Score -2271781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2271779.500000 Penalty: 3322.083740
	Iteration 116Q: 3 clusters Score -2271780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2271779.250000 Penalty: 3322.083740
	Iteration 117Q: 3 clusters Score -2271779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2271778.500000 Penalty: 3322.083740
	Iteration 118Q: 3 clusters Score -2271778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2271782.250000 Penalty: 3322.083740
	Iteration 119Q: 3 clusters Score -2271782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2271782.250000 Penalty: 3322.083740
	Iteration 120F: 3 clusters Score -2271782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (59998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59998 members 
Entering Unmasked Estep 
Score: -5509792.000000 Penalty: 1787.835815
	Iteration 0F: 2 clusters Score -5509792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -5469559.000000 Penalty: 3575.671631
	Iteration 0F: 3 clusters Score -5469559 nChanged 28438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -5485912.000000 Penalty: 3575.671631
	Iteration 1F: 3 clusters Score -5485912 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -5486483.500000 Penalty: 3575.671631
	Iteration 2Q: 3 clusters Score -5486484 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -5487206.500000 Penalty: 3575.671631
	Iteration 3Q: 3 clusters Score -5487206 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -5488193.000000 Penalty: 3575.671631
	Iteration 4Q: 3 clusters Score -5488193 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -5489618.000000 Penalty: 3575.671631
	Iteration 5F: 3 clusters Score -5489618 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40663 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -5491575.000000 Penalty: 3575.671631
	Iteration 6F: 3 clusters Score -5491575 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -5494340.000000 Penalty: 3575.671631
	Iteration 7F: 3 clusters Score -5494340 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -5497840.000000 Penalty: 3575.671631
	Iteration 8F: 3 clusters Score -5497840 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52740 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -5501403.000000 Penalty: 3575.671631
	Iteration 9F: 3 clusters Score -5501403 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56019 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -5504495.000000 Penalty: 3575.671631
	Iteration 10F: 3 clusters Score -5504495 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58107 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -5506505.500000 Penalty: 3575.671631
	Iteration 11Q: 3 clusters Score -5506506 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59157 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5507493.500000 Penalty: 3575.671631
	Iteration 12Q: 3 clusters Score -5507494 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59556 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5507914.000000 Penalty: 3575.671631
	Iteration 13Q: 3 clusters Score -5507914 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59698 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5508097.000000 Penalty: 3575.671631
	Iteration 14Q: 3 clusters Score -5508097 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59759 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5508174.500000 Penalty: 3575.671631
	Iteration 15Q: 3 clusters Score -5508174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59782 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5508208.500000 Penalty: 3575.671631
	Iteration 16Q: 3 clusters Score -5508208 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59792 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5508235.500000 Penalty: 3575.671631
	Iteration 17Q: 3 clusters Score -5508236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59796 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -5508240.500000 Penalty: 3575.671631
	Iteration 18Q: 3 clusters Score -5508240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59798 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5508243.000000 Penalty: 3575.671631
	Iteration 19Q: 3 clusters Score -5508243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59798 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5508248.500000 Penalty: 3575.671631
	Iteration 20F: 3 clusters Score -5508248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59800 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5508252.000000 Penalty: 3575.671631
	Iteration 21Q: 3 clusters Score -5508252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59803 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5508253.000000 Penalty: 3575.671631
	Iteration 22Q: 3 clusters Score -5508253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59807 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -5508259.500000 Penalty: 3575.671631
	Iteration 23Q: 3 clusters Score -5508260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59807 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -5508263.000000 Penalty: 3575.671631
	Iteration 24Q: 3 clusters Score -5508263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59809 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -5508264.000000 Penalty: 3575.671631
	Iteration 25Q: 3 clusters Score -5508264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59808 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -5508262.000000 Penalty: 3575.671631
	Iteration 26Q: 3 clusters Score -5508262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59808 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -5508262.000000 Penalty: 3575.671631
	Iteration 27F: 3 clusters Score -5508262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Entering Unmasked Estep 
Score: -105503.671875 Penalty: 1161.733887
	Iteration 0F: 2 clusters Score -105503.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -103869.343750 Penalty: 2323.467773
	Iteration 0F: 3 clusters Score -103869.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -104168.031250 Penalty: 2323.467773
	Iteration 1F: 3 clusters Score -104168 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -104299.453125 Penalty: 2323.467773
	Iteration 2F: 3 clusters Score -104299.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -104411.398438 Penalty: 2323.467773
	Iteration 3F: 3 clusters Score -104411.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -104479.054688 Penalty: 2323.467773
	Iteration 4Q: 3 clusters Score -104479.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -104525.546875 Penalty: 2323.467773
	Iteration 5Q: 3 clusters Score -104525.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -104559.289062 Penalty: 2323.467773
	Iteration 6Q: 3 clusters Score -104559.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -104587.898438 Penalty: 2323.467773
	Iteration 7Q: 3 clusters Score -104587.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -104620.085938 Penalty: 2323.467773
	Iteration 8Q: 3 clusters Score -104620.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -104657.250000 Penalty: 2323.467773
	Iteration 9Q: 3 clusters Score -104657.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -104682.343750 Penalty: 2323.467773
	Iteration 10Q: 3 clusters Score -104682.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -104695.265625 Penalty: 2323.467773
	Iteration 11Q: 3 clusters Score -104695.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -104704.226562 Penalty: 2323.467773
	Iteration 12Q: 3 clusters Score -104704.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -104710.570312 Penalty: 2323.467773
	Iteration 13Q: 3 clusters Score -104710.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -104719.039062 Penalty: 2323.467773
	Iteration 14Q: 3 clusters Score -104719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -104724.351562 Penalty: 2323.467773
	Iteration 15Q: 3 clusters Score -104724.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -104731.539062 Penalty: 2323.467773
	Iteration 16Q: 3 clusters Score -104731.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -104738.218750 Penalty: 2323.467773
	Iteration 17Q: 3 clusters Score -104738.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -104739.890625 Penalty: 2323.467773
	Iteration 18Q: 3 clusters Score -104739.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -104741.039062 Penalty: 2323.467773
	Iteration 19Q: 3 clusters Score -104741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -104743.992188 Penalty: 2323.467773
	Iteration 20F: 3 clusters Score -104744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -104746.992188 Penalty: 2323.467773
	Iteration 21Q: 3 clusters Score -104747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -104748.539062 Penalty: 2323.467773
	Iteration 22Q: 3 clusters Score -104748.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -104750.554688 Penalty: 2323.467773
	Iteration 23Q: 3 clusters Score -104750.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -104756.421875 Penalty: 2323.467773
	Iteration 24Q: 3 clusters Score -104756.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -104762.429688 Penalty: 2323.467773
	Iteration 25Q: 3 clusters Score -104762.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -104776.117188 Penalty: 2323.467773
	Iteration 26Q: 3 clusters Score -104776.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -104789.406250 Penalty: 2323.467773
	Iteration 27Q: 3 clusters Score -104789.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -104792.085938 Penalty: 2323.467773
	Iteration 28Q: 3 clusters Score -104792.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -104797.000000 Penalty: 2323.467773
	Iteration 29Q: 3 clusters Score -104797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -104799.195312 Penalty: 2323.467773
	Iteration 30Q: 3 clusters Score -104799.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -104800.000000 Penalty: 2323.467773
	Iteration 31Q: 3 clusters Score -104800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -104801.812500 Penalty: 2323.467773
	Iteration 32Q: 3 clusters Score -104801.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -104804.710938 Penalty: 2323.467773
	Iteration 33Q: 3 clusters Score -104804.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -104809.382812 Penalty: 2323.467773
	Iteration 34Q: 3 clusters Score -104809.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -104811.304688 Penalty: 2323.467773
	Iteration 35Q: 3 clusters Score -104811.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -104812.179688 Penalty: 2323.467773
	Iteration 36Q: 3 clusters Score -104812.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -104813.851562 Penalty: 2323.467773
	Iteration 37Q: 3 clusters Score -104813.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -104813.851562 Penalty: 2323.467773
	Iteration 38F: 3 clusters Score -104813.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Entering Unmasked Estep 
Score: -124846.335938 Penalty: 1214.004028
	Iteration 0F: 2 clusters Score -124846.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -122904.976562 Penalty: 2428.008057
	Iteration 0F: 3 clusters Score -122905 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -123410.812500 Penalty: 2428.008057
	Iteration 1F: 3 clusters Score -123410.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -123689.390625 Penalty: 2428.008057
	Iteration 2F: 3 clusters Score -123689.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -123815.289062 Penalty: 2428.008057
	Iteration 3F: 3 clusters Score -123815.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -123904.812500 Penalty: 2428.008057
	Iteration 4F: 3 clusters Score -123904.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -123970.718750 Penalty: 2428.008057
	Iteration 5Q: 3 clusters Score -123970.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -124013.218750 Penalty: 2428.008057
	Iteration 6Q: 3 clusters Score -124013.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -124052.203125 Penalty: 2428.008057
	Iteration 7Q: 3 clusters Score -124052.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -124083.664062 Penalty: 2428.008057
	Iteration 8Q: 3 clusters Score -124083.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -124111.640625 Penalty: 2428.008057
	Iteration 9Q: 3 clusters Score -124111.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -124139.960938 Penalty: 2428.008057
	Iteration 10Q: 3 clusters Score -124140 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -124173.593750 Penalty: 2428.008057
	Iteration 11Q: 3 clusters Score -124173.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -124203.851562 Penalty: 2428.008057
	Iteration 12Q: 3 clusters Score -124203.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -124254.375000 Penalty: 2428.008057
	Iteration 13Q: 3 clusters Score -124254.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -124296.812500 Penalty: 2428.008057
	Iteration 14Q: 3 clusters Score -124296.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -124347.109375 Penalty: 2428.008057
	Iteration 15Q: 3 clusters Score -124347.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -124391.429688 Penalty: 2428.008057
	Iteration 16Q: 3 clusters Score -124391.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -124431.554688 Penalty: 2428.008057
	Iteration 17Q: 3 clusters Score -124431.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -124474.796875 Penalty: 2428.008057
	Iteration 18Q: 3 clusters Score -124474.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -124523.750000 Penalty: 2428.008057
	Iteration 19Q: 3 clusters Score -124523.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -124570.203125 Penalty: 2428.008057
	Iteration 20F: 3 clusters Score -124570.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -124605.453125 Penalty: 2428.008057
	Iteration 21Q: 3 clusters Score -124605.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -124627.015625 Penalty: 2428.008057
	Iteration 22Q: 3 clusters Score -124627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -124640.515625 Penalty: 2428.008057
	Iteration 23Q: 3 clusters Score -124640.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -124661.632812 Penalty: 2428.008057
	Iteration 24Q: 3 clusters Score -124661.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -124683.421875 Penalty: 2428.008057
	Iteration 25Q: 3 clusters Score -124683.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -124701.312500 Penalty: 2428.008057
	Iteration 26Q: 3 clusters Score -124701.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -124708.085938 Penalty: 2428.008057
	Iteration 27Q: 3 clusters Score -124708.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -124716.085938 Penalty: 2428.008057
	Iteration 28Q: 3 clusters Score -124716.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -124733.039062 Penalty: 2428.008057
	Iteration 29Q: 3 clusters Score -124733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -124754.046875 Penalty: 2428.008057
	Iteration 30Q: 3 clusters Score -124754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -124770.601562 Penalty: 2428.008057
	Iteration 31Q: 3 clusters Score -124770.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -124786.789062 Penalty: 2428.008057
	Iteration 32Q: 3 clusters Score -124786.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -124791.906250 Penalty: 2428.008057
	Iteration 33Q: 3 clusters Score -124791.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -124794.664062 Penalty: 2428.008057
	Iteration 34Q: 3 clusters Score -124794.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -124801.226562 Penalty: 2428.008057
	Iteration 35Q: 3 clusters Score -124801.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -124805.531250 Penalty: 2428.008057
	Iteration 36Q: 3 clusters Score -124805.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -124816.039062 Penalty: 2428.008057
	Iteration 37Q: 3 clusters Score -124816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -124824.398438 Penalty: 2428.008057
	Iteration 38Q: 3 clusters Score -124824.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -124831.882812 Penalty: 2428.008057
	Iteration 39Q: 3 clusters Score -124831.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -124839.437500 Penalty: 2428.008057
	Iteration 40F: 3 clusters Score -124839.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -124842.242188 Penalty: 2428.008057
	Iteration 41Q: 3 clusters Score -124842.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -124845.296875 Penalty: 2428.008057
	Iteration 42Q: 3 clusters Score -124845.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -124845.929688 Penalty: 2428.008057
	Iteration 43Q: 3 clusters Score -124845.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -124846.328125 Penalty: 2428.008057
	Iteration 44Q: 3 clusters Score -124846.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -124846.507812 Penalty: 2428.008057
	Iteration 45Q: 3 clusters Score -124846.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -124846.507812 Penalty: 2428.008057
	Iteration 46F: 3 clusters Score -124846.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8120 members 
Mstep: Class 3 contains 40336 members 
Mstep: Class 4 contains 6086 members 
Mstep: Class 5 contains 22979 members 
Mstep: Class 6 contains 8482 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10882 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 127957 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3237 members 
Mstep: Class 15 contains 116350 members 
Mstep: Class 16 contains 80143 members 
Mstep: Class 17 contains 124920 members 
Mstep: Class 18 contains 39329 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6627 members 
Mstep: Class 21 contains 9662 members 
Mstep: Class 22 contains 70636 members 
Mstep: Class 23 contains 2076 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 42274 members 
Mstep: Class 26 contains 816 members 
Mstep: Class 27 contains 4410 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27496 members 
Mstep: Class 30 contains 59998 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1545 members 
Mstep: Class 36 contains 7720 members 
Mstep: Class 37 contains 1376 members 
Mstep: Class 38 contains 10951 members 
Mstep: Class 39 contains 4472 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 6416 members 
Mstep: Class 42 contains 6443 members 
Mstep: Class 43 contains 604 members 
Mstep: Class 44 contains 1360 members 
Entering Unmasked Estep 
Score: -84441752.000000 Penalty: 98476.570312
Splitting cluster 32 changes total score from -84442568.000000 to -84441752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (1677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Entering Unmasked Estep 
Score: -143862.890625 Penalty: 1206.523804
	Iteration 0F: 2 clusters Score -143862.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -141961.953125 Penalty: 2413.047607
	Iteration 0F: 3 clusters Score -141962 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -142379.000000 Penalty: 2413.047607
	Iteration 1F: 3 clusters Score -142379 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -142506.781250 Penalty: 2413.047607
	Iteration 2F: 3 clusters Score -142506.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -142555.187500 Penalty: 2413.047607
	Iteration 3Q: 3 clusters Score -142555.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -142606.453125 Penalty: 2413.047607
	Iteration 4Q: 3 clusters Score -142606.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -142649.843750 Penalty: 2413.047607
	Iteration 5Q: 3 clusters Score -142649.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -142692.796875 Penalty: 2413.047607
	Iteration 6Q: 3 clusters Score -142692.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -142724.875000 Penalty: 2413.047607
	Iteration 7Q: 3 clusters Score -142724.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -142743.921875 Penalty: 2413.047607
	Iteration 8Q: 3 clusters Score -142743.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -142763.828125 Penalty: 2413.047607
	Iteration 9Q: 3 clusters Score -142763.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -142774.609375 Penalty: 2413.047607
	Iteration 10Q: 3 clusters Score -142774.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -142785.656250 Penalty: 2413.047607
	Iteration 11Q: 3 clusters Score -142785.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -142794.171875 Penalty: 2413.047607
	Iteration 12Q: 3 clusters Score -142794.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -142797.468750 Penalty: 2413.047607
	Iteration 13Q: 3 clusters Score -142797.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -142801.781250 Penalty: 2413.047607
	Iteration 14Q: 3 clusters Score -142801.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -142806.515625 Penalty: 2413.047607
	Iteration 15Q: 3 clusters Score -142806.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -142807.671875 Penalty: 2413.047607
	Iteration 16Q: 3 clusters Score -142807.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -142811.781250 Penalty: 2413.047607
	Iteration 17Q: 3 clusters Score -142811.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -142814.218750 Penalty: 2413.047607
	Iteration 18Q: 3 clusters Score -142814.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -142819.578125 Penalty: 2413.047607
	Iteration 19Q: 3 clusters Score -142819.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -142824.640625 Penalty: 2413.047607
	Iteration 20F: 3 clusters Score -142824.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -142827.156250 Penalty: 2413.047607
	Iteration 21Q: 3 clusters Score -142827.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -142828.296875 Penalty: 2413.047607
	Iteration 22Q: 3 clusters Score -142828.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -142830.421875 Penalty: 2413.047607
	Iteration 23Q: 3 clusters Score -142830.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -142833.109375 Penalty: 2413.047607
	Iteration 24Q: 3 clusters Score -142833.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -142834.750000 Penalty: 2413.047607
	Iteration 25Q: 3 clusters Score -142834.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -142835.625000 Penalty: 2413.047607
	Iteration 26Q: 3 clusters Score -142835.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -142835.812500 Penalty: 2413.047607
	Iteration 27Q: 3 clusters Score -142835.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -142836.250000 Penalty: 2413.047607
	Iteration 28Q: 3 clusters Score -142836.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -142836.531250 Penalty: 2413.047607
	Iteration 29Q: 3 clusters Score -142836.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -142836.531250 Penalty: 2413.047607
	Iteration 30F: 3 clusters Score -142836.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -170934.968750 Penalty: 1235.714355
	Iteration 0F: 2 clusters Score -170935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -168875.515625 Penalty: 2471.428711
	Iteration 0F: 3 clusters Score -168875.5 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -169480.750000 Penalty: 2471.428711
	Iteration 1F: 3 clusters Score -169480.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -169778.421875 Penalty: 2471.428711
	Iteration 2F: 3 clusters Score -169778.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -170040.625000 Penalty: 2471.428711
	Iteration 3F: 3 clusters Score -170040.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -170228.703125 Penalty: 2471.428711
	Iteration 4F: 3 clusters Score -170228.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -170372.671875 Penalty: 2471.428711
	Iteration 5F: 3 clusters Score -170372.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -170497.234375 Penalty: 2471.428711
	Iteration 6Q: 3 clusters Score -170497.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -170565.687500 Penalty: 2471.428711
	Iteration 7Q: 3 clusters Score -170565.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -170597.328125 Penalty: 2471.428711
	Iteration 8Q: 3 clusters Score -170597.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -170620.140625 Penalty: 2471.428711
	Iteration 9Q: 3 clusters Score -170620.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -170645.187500 Penalty: 2471.428711
	Iteration 10Q: 3 clusters Score -170645.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -170666.531250 Penalty: 2471.428711
	Iteration 11Q: 3 clusters Score -170666.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -170681.687500 Penalty: 2471.428711
	Iteration 12Q: 3 clusters Score -170681.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -170707.125000 Penalty: 2471.428711
	Iteration 13Q: 3 clusters Score -170707.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -170738.062500 Penalty: 2471.428711
	Iteration 14Q: 3 clusters Score -170738.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -170764.968750 Penalty: 2471.428711
	Iteration 15Q: 3 clusters Score -170765 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -170797.203125 Penalty: 2471.428711
	Iteration 16Q: 3 clusters Score -170797.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -170835.593750 Penalty: 2471.428711
	Iteration 17Q: 3 clusters Score -170835.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -170886.343750 Penalty: 2471.428711
	Iteration 18Q: 3 clusters Score -170886.3 nChanged 38
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: -170920.531250 Penalty: 2471.428711
	Iteration 19Q: 3 clusters Score -170920.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -170936.468750 Penalty: 2471.428711
	Iteration 20F: 3 clusters Score -170936.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -170946.390625 Penalty: 2471.428711
	Iteration 21Q: 3 clusters Score -170946.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -170954.125000 Penalty: 2471.428711
	Iteration 22Q: 3 clusters Score -170954.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -170955.828125 Penalty: 2471.428711
	Iteration 23Q: 3 clusters Score -170955.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -170957.953125 Penalty: 2471.428711
	Iteration 24Q: 3 clusters Score -170958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -170959.593750 Penalty: 2471.428711
	Iteration 25Q: 3 clusters Score -170959.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -170960.609375 Penalty: 2471.428711
	Iteration 26Q: 3 clusters Score -170960.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -170960.531250 Penalty: 2471.428711
	Iteration 27Q: 3 clusters Score -170960.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -170960.531250 Penalty: 2471.428711
	Iteration 28F: 3 clusters Score -170960.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8120 members 
Mstep: Class 3 contains 40336 members 
Mstep: Class 4 contains 6086 members 
Mstep: Class 5 contains 22979 members 
Mstep: Class 6 contains 8482 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10882 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 127957 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3237 members 
Mstep: Class 15 contains 116350 members 
Mstep: Class 16 contains 80143 members 
Mstep: Class 17 contains 124920 members 
Mstep: Class 18 contains 39329 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6627 members 
Mstep: Class 21 contains 9662 members 
Mstep: Class 22 contains 70636 members 
Mstep: Class 23 contains 2076 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 42274 members 
Mstep: Class 26 contains 816 members 
Mstep: Class 27 contains 4410 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27496 members 
Mstep: Class 30 contains 59998 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1756 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 1211 members 
Mstep: Class 35 contains 1545 members 
Mstep: Class 36 contains 7720 members 
Mstep: Class 37 contains 1376 members 
Mstep: Class 38 contains 10951 members 
Mstep: Class 39 contains 4472 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 6416 members 
Mstep: Class 42 contains 6443 members 
Mstep: Class 43 contains 604 members 
Mstep: Class 44 contains 796 members 
Entering Unmasked Estep 
Score: -84441808.000000 Penalty: 98476.570312
Splitting cluster 34 changes total score from -84442568.000000 to -84441808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (1545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Entering Unmasked Estep 
Score: -132104.203125 Penalty: 1193.201660
	Iteration 0F: 2 clusters Score -132104.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -130341.023438 Penalty: 2386.403320
	Iteration 0F: 3 clusters Score -130341 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -130681.085938 Penalty: 2386.403320
	Iteration 1F: 3 clusters Score -130681.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -130754.187500 Penalty: 2386.403320
	Iteration 2F: 3 clusters Score -130754.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -130821.554688 Penalty: 2386.403320
	Iteration 3Q: 3 clusters Score -130821.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -130883.593750 Penalty: 2386.403320
	Iteration 4Q: 3 clusters Score -130883.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -130924.203125 Penalty: 2386.403320
	Iteration 5Q: 3 clusters Score -130924.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -130962.468750 Penalty: 2386.403320
	Iteration 6Q: 3 clusters Score -130962.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -131000.187500 Penalty: 2386.403320
	Iteration 7Q: 3 clusters Score -131000.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -131030.882812 Penalty: 2386.403320
	Iteration 8Q: 3 clusters Score -131030.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -131055.164062 Penalty: 2386.403320
	Iteration 9Q: 3 clusters Score -131055.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -131076.875000 Penalty: 2386.403320
	Iteration 10Q: 3 clusters Score -131076.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -131105.406250 Penalty: 2386.403320
	Iteration 11Q: 3 clusters Score -131105.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -131133.578125 Penalty: 2386.403320
	Iteration 12Q: 3 clusters Score -131133.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -131165.484375 Penalty: 2386.403320
	Iteration 13Q: 3 clusters Score -131165.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -131191.171875 Penalty: 2386.403320
	Iteration 14Q: 3 clusters Score -131191.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -131217.328125 Penalty: 2386.403320
	Iteration 15Q: 3 clusters Score -131217.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -131231.062500 Penalty: 2386.403320
	Iteration 16Q: 3 clusters Score -131231.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -131238.671875 Penalty: 2386.403320
	Iteration 17Q: 3 clusters Score -131238.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -131255.781250 Penalty: 2386.403320
	Iteration 18Q: 3 clusters Score -131255.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -131269.218750 Penalty: 2386.403320
	Iteration 19Q: 3 clusters Score -131269.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -131279.687500 Penalty: 2386.403320
	Iteration 20F: 3 clusters Score -131279.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -131289.359375 Penalty: 2386.403320
	Iteration 21Q: 3 clusters Score -131289.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -131303.015625 Penalty: 2386.403320
	Iteration 22Q: 3 clusters Score -131303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -131325.734375 Penalty: 2386.403320
	Iteration 23Q: 3 clusters Score -131325.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -131352.375000 Penalty: 2386.403320
	Iteration 24Q: 3 clusters Score -131352.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -131365.843750 Penalty: 2386.403320
	Iteration 25Q: 3 clusters Score -131365.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -131374.562500 Penalty: 2386.403320
	Iteration 26Q: 3 clusters Score -131374.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -131380.578125 Penalty: 2386.403320
	Iteration 27Q: 3 clusters Score -131380.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -131385.531250 Penalty: 2386.403320
	Iteration 28Q: 3 clusters Score -131385.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -131391.828125 Penalty: 2386.403320
	Iteration 29Q: 3 clusters Score -131391.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -131396.250000 Penalty: 2386.403320
	Iteration 30Q: 3 clusters Score -131396.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -131400.203125 Penalty: 2386.403320
	Iteration 31Q: 3 clusters Score -131400.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -131404.796875 Penalty: 2386.403320
	Iteration 32Q: 3 clusters Score -131404.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -131407.171875 Penalty: 2386.403320
	Iteration 33Q: 3 clusters Score -131407.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -131411.562500 Penalty: 2386.403320
	Iteration 34Q: 3 clusters Score -131411.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -131412.906250 Penalty: 2386.403320
	Iteration 35Q: 3 clusters Score -131412.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -131414.062500 Penalty: 2386.403320
	Iteration 36Q: 3 clusters Score -131414.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -131416.875000 Penalty: 2386.403320
	Iteration 37Q: 3 clusters Score -131416.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -131418.453125 Penalty: 2386.403320
	Iteration 38Q: 3 clusters Score -131418.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -131418.750000 Penalty: 2386.403320
	Iteration 39Q: 3 clusters Score -131418.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -131420.921875 Penalty: 2386.403320
	Iteration 40F: 3 clusters Score -131420.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -713340.187500 Penalty: 1454.630005
	Iteration 0F: 2 clusters Score -713340.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -707597.937500 Penalty: 2909.260010
	Iteration 0F: 3 clusters Score -707597.9 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -709379.625000 Penalty: 2909.260010
	Iteration 1F: 3 clusters Score -709379.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -709701.062500 Penalty: 2909.260010
	Iteration 2F: 3 clusters Score -709701.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -710017.125000 Penalty: 2909.260010
	Iteration 3F: 3 clusters Score -710017.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -710350.875000 Penalty: 2909.260010
	Iteration 4F: 3 clusters Score -710350.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -710720.312500 Penalty: 2909.260010
	Iteration 5F: 3 clusters Score -710720.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -711117.875000 Penalty: 2909.260010
	Iteration 6F: 3 clusters Score -711117.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -711455.500000 Penalty: 2909.260010
	Iteration 7F: 3 clusters Score -711455.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -711705.625000 Penalty: 2909.260010
	Iteration 8Q: 3 clusters Score -711705.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -711864.312500 Penalty: 2909.260010
	Iteration 9Q: 3 clusters Score -711864.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -711962.250000 Penalty: 2909.260010
	Iteration 10Q: 3 clusters Score -711962.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -712039.000000 Penalty: 2909.260010
	Iteration 11Q: 3 clusters Score -712039 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -712082.937500 Penalty: 2909.260010
	Iteration 12Q: 3 clusters Score -712082.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -712105.687500 Penalty: 2909.260010
	Iteration 13Q: 3 clusters Score -712105.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -712122.187500 Penalty: 2909.260010
	Iteration 14Q: 3 clusters Score -712122.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -712137.437500 Penalty: 2909.260010
	Iteration 15Q: 3 clusters Score -712137.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -712145.187500 Penalty: 2909.260010
	Iteration 16Q: 3 clusters Score -712145.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -712149.187500 Penalty: 2909.260010
	Iteration 17Q: 3 clusters Score -712149.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -712152.812500 Penalty: 2909.260010
	Iteration 18Q: 3 clusters Score -712152.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -712152.937500 Penalty: 2909.260010
	Iteration 19Q: 3 clusters Score -712152.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -712152.687500 Penalty: 2909.260010
	Iteration 20F: 3 clusters Score -712152.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Entering Unmasked Estep 
Score: -101739.015625 Penalty: 1174.377075
	Iteration 0F: 2 clusters Score -101739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -100119.195312 Penalty: 2348.754150
	Iteration 0F: 3 clusters Score -100119.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -100680.718750 Penalty: 2348.754150
	Iteration 1F: 3 clusters Score -100680.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -100877.828125 Penalty: 2348.754150
	Iteration 2F: 3 clusters Score -100877.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -100998.132812 Penalty: 2348.754150
	Iteration 3F: 3 clusters Score -100998.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -101100.226562 Penalty: 2348.754150
	Iteration 4Q: 3 clusters Score -101100.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -101251.382812 Penalty: 2348.754150
	Iteration 5Q: 3 clusters Score -101251.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -101409.710938 Penalty: 2348.754150
	Iteration 6Q: 3 clusters Score -101409.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -101565.843750 Penalty: 2348.754150
	Iteration 7Q: 3 clusters Score -101565.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -101650.046875 Penalty: 2348.754150
	Iteration 8Q: 3 clusters Score -101650 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -101741.367188 Penalty: 2348.754150
	Iteration 9Q: 3 clusters Score -101741.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -101825.859375 Penalty: 2348.754150
	Iteration 10Q: 3 clusters Score -101825.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -101885.539062 Penalty: 2348.754150
	Iteration 11Q: 3 clusters Score -101885.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -101924.750000 Penalty: 2348.754150
	Iteration 12Q: 3 clusters Score -101924.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -101969.250000 Penalty: 2348.754150
	Iteration 13Q: 3 clusters Score -101969.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -101998.085938 Penalty: 2348.754150
	Iteration 14Q: 3 clusters Score -101998.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -102020.796875 Penalty: 2348.754150
	Iteration 15Q: 3 clusters Score -102020.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -102030.390625 Penalty: 2348.754150
	Iteration 16Q: 3 clusters Score -102030.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -102036.484375 Penalty: 2348.754150
	Iteration 17Q: 3 clusters Score -102036.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -102039.562500 Penalty: 2348.754150
	Iteration 18Q: 3 clusters Score -102039.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -102044.242188 Penalty: 2348.754150
	Iteration 19Q: 3 clusters Score -102044.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -102053.109375 Penalty: 2348.754150
	Iteration 20F: 3 clusters Score -102053.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -102065.765625 Penalty: 2348.754150
	Iteration 21Q: 3 clusters Score -102065.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -102088.820312 Penalty: 2348.754150
	Iteration 22Q: 3 clusters Score -102088.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -102095.351562 Penalty: 2348.754150
	Iteration 23Q: 3 clusters Score -102095.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -102100.882812 Penalty: 2348.754150
	Iteration 24Q: 3 clusters Score -102100.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -102104.734375 Penalty: 2348.754150
	Iteration 25Q: 3 clusters Score -102104.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -102106.796875 Penalty: 2348.754150
	Iteration 26Q: 3 clusters Score -102106.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -102108.171875 Penalty: 2348.754150
	Iteration 27Q: 3 clusters Score -102108.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -102109.007812 Penalty: 2348.754150
	Iteration 28Q: 3 clusters Score -102109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -102114.531250 Penalty: 2348.754150
	Iteration 29Q: 3 clusters Score -102114.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -102117.828125 Penalty: 2348.754150
	Iteration 30Q: 3 clusters Score -102117.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -102117.828125 Penalty: 2348.754150
	Iteration 31F: 3 clusters Score -102117.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8120 members 
Mstep: Class 3 contains 40336 members 
Mstep: Class 4 contains 6086 members 
Mstep: Class 5 contains 22979 members 
Mstep: Class 6 contains 8482 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10882 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 127957 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3237 members 
Mstep: Class 15 contains 116350 members 
Mstep: Class 16 contains 80143 members 
Mstep: Class 17 contains 124920 members 
Mstep: Class 18 contains 39329 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6627 members 
Mstep: Class 21 contains 9662 members 
Mstep: Class 22 contains 70636 members 
Mstep: Class 23 contains 2076 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 42274 members 
Mstep: Class 26 contains 816 members 
Mstep: Class 27 contains 4410 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27496 members 
Mstep: Class 30 contains 59998 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1756 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1545 members 
Mstep: Class 36 contains 7720 members 
Mstep: Class 37 contains 617 members 
Mstep: Class 38 contains 10951 members 
Mstep: Class 39 contains 4472 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 6416 members 
Mstep: Class 42 contains 6443 members 
Mstep: Class 43 contains 604 members 
Mstep: Class 44 contains 759 members 
Entering Unmasked Estep 
Score: -84442072.000000 Penalty: 98476.570312
Splitting cluster 37 changes total score from -84442568.000000 to -84442072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (10951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Entering Unmasked Estep 
Score: -968016.250000 Penalty: 1511.442627
	Iteration 0F: 2 clusters Score -968016.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -960254.937500 Penalty: 3022.885254
	Iteration 0F: 3 clusters Score -960254.9 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -963188.937500 Penalty: 3022.885254
	Iteration 1F: 3 clusters Score -963188.9 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -963847.250000 Penalty: 3022.885254
	Iteration 2F: 3 clusters Score -963847.2 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -964647.187500 Penalty: 3022.885254
	Iteration 3F: 3 clusters Score -964647.2 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -965377.750000 Penalty: 3022.885254
	Iteration 4F: 3 clusters Score -965377.8 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -965965.750000 Penalty: 3022.885254
	Iteration 5F: 3 clusters Score -965965.8 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -966427.937500 Penalty: 3022.885254
	Iteration 6F: 3 clusters Score -966427.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -966760.562500 Penalty: 3022.885254
	Iteration 7Q: 3 clusters Score -966760.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -967017.000000 Penalty: 3022.885254
	Iteration 8Q: 3 clusters Score -967017 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -967245.812500 Penalty: 3022.885254
	Iteration 9Q: 3 clusters Score -967245.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -967444.062500 Penalty: 3022.885254
	Iteration 10Q: 3 clusters Score -967444.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -967645.750000 Penalty: 3022.885254
	Iteration 11Q: 3 clusters Score -967645.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -967828.000000 Penalty: 3022.885254
	Iteration 12Q: 3 clusters Score -967828 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -967986.812500 Penalty: 3022.885254
	Iteration 13Q: 3 clusters Score -967986.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -968106.687500 Penalty: 3022.885254
	Iteration 14Q: 3 clusters Score -968106.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -968178.062500 Penalty: 3022.885254
	Iteration 15Q: 3 clusters Score -968178.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -968213.062500 Penalty: 3022.885254
	Iteration 16Q: 3 clusters Score -968213.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -968245.437500 Penalty: 3022.885254
	Iteration 17Q: 3 clusters Score -968245.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -968265.812500 Penalty: 3022.885254
	Iteration 18Q: 3 clusters Score -968265.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -968279.812500 Penalty: 3022.885254
	Iteration 19Q: 3 clusters Score -968279.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -968292.812500 Penalty: 3022.885254
	Iteration 20F: 3 clusters Score -968292.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -968307.125000 Penalty: 3022.885254
	Iteration 21Q: 3 clusters Score -968307.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -968319.062500 Penalty: 3022.885254
	Iteration 22Q: 3 clusters Score -968319.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -968327.937500 Penalty: 3022.885254
	Iteration 23Q: 3 clusters Score -968327.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -968337.000000 Penalty: 3022.885254
	Iteration 24Q: 3 clusters Score -968337 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -968348.500000 Penalty: 3022.885254
	Iteration 25Q: 3 clusters Score -968348.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -968361.937500 Penalty: 3022.885254
	Iteration 26Q: 3 clusters Score -968361.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -968370.187500 Penalty: 3022.885254
	Iteration 27Q: 3 clusters Score -968370.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -968375.812500 Penalty: 3022.885254
	Iteration 28Q: 3 clusters Score -968375.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -968380.500000 Penalty: 3022.885254
	Iteration 29Q: 3 clusters Score -968380.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -968383.875000 Penalty: 3022.885254
	Iteration 30Q: 3 clusters Score -968383.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -968385.250000 Penalty: 3022.885254
	Iteration 31Q: 3 clusters Score -968385.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -968391.437500 Penalty: 3022.885254
	Iteration 32Q: 3 clusters Score -968391.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -968390.125000 Penalty: 3022.885254
	Iteration 33Q: 3 clusters Score -968390.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -968389.750000 Penalty: 3022.885254
	Iteration 34Q: 3 clusters Score -968389.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -968394.062500 Penalty: 3022.885254
	Iteration 35Q: 3 clusters Score -968394.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -968395.562500 Penalty: 3022.885254
	Iteration 36Q: 3 clusters Score -968395.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -968397.000000 Penalty: 3022.885254
	Iteration 37Q: 3 clusters Score -968397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -968399.375000 Penalty: 3022.885254
	Iteration 38Q: 3 clusters Score -968399.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -968398.625000 Penalty: 3022.885254
	Iteration 39Q: 3 clusters Score -968398.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -968398.625000 Penalty: 3022.885254
	Iteration 40F: 3 clusters Score -968398.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -968400.625000 Penalty: 3022.885254
	Iteration 41Q: 3 clusters Score -968400.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -968400.312500 Penalty: 3022.885254
	Iteration 42Q: 3 clusters Score -968400.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -968401.562500 Penalty: 3022.885254
	Iteration 43Q: 3 clusters Score -968401.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -968403.375000 Penalty: 3022.885254
	Iteration 44Q: 3 clusters Score -968403.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -968404.875000 Penalty: 3022.885254
	Iteration 45Q: 3 clusters Score -968404.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -968405.187500 Penalty: 3022.885254
	Iteration 46Q: 3 clusters Score -968405.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -968406.250000 Penalty: 3022.885254
	Iteration 47Q: 3 clusters Score -968406.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -968407.750000 Penalty: 3022.885254
	Iteration 48Q: 3 clusters Score -968407.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -968409.625000 Penalty: 3022.885254
	Iteration 49Q: 3 clusters Score -968409.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -968412.250000 Penalty: 3022.885254
	Iteration 50Q: 3 clusters Score -968412.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -968416.187500 Penalty: 3022.885254
	Iteration 51Q: 3 clusters Score -968416.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -968414.000000 Penalty: 3022.885254
	Iteration 52Q: 3 clusters Score -968414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -968413.312500 Penalty: 3022.885254
	Iteration 53Q: 3 clusters Score -968413.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -968413.750000 Penalty: 3022.885254
	Iteration 54Q: 3 clusters Score -968413.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -968413.750000 Penalty: 3022.885254
	Iteration 55F: 3 clusters Score -968413.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8120 members 
Mstep: Class 3 contains 40336 members 
Mstep: Class 4 contains 6086 members 
Mstep: Class 5 contains 22979 members 
Mstep: Class 6 contains 8482 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10882 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 127957 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3237 members 
Mstep: Class 15 contains 116350 members 
Mstep: Class 16 contains 80143 members 
Mstep: Class 17 contains 124920 members 
Mstep: Class 18 contains 39329 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6627 members 
Mstep: Class 21 contains 9662 members 
Mstep: Class 22 contains 70636 members 
Mstep: Class 23 contains 2076 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 42274 members 
Mstep: Class 26 contains 816 members 
Mstep: Class 27 contains 4410 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27496 members 
Mstep: Class 30 contains 59998 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1756 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1545 members 
Mstep: Class 36 contains 7720 members 
Mstep: Class 37 contains 1376 members 
Mstep: Class 38 contains 4869 members 
Mstep: Class 39 contains 4472 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 6416 members 
Mstep: Class 42 contains 6443 members 
Mstep: Class 43 contains 604 members 
Mstep: Class 44 contains 6082 members 
Entering Unmasked Estep 
Score: -84442568.000000 Penalty: 98476.570312
Splitting cluster 38 changes total score from -84442568.000000 to -84442568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (4472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Entering Unmasked Estep 
Score: -385321.625000 Penalty: 1365.908569
	Iteration 0F: 2 clusters Score -385321.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -381657.562500 Penalty: 2731.817139
	Iteration 0F: 3 clusters Score -381657.6 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -382740.656250 Penalty: 2731.817139
	Iteration 1F: 3 clusters Score -382740.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -383074.000000 Penalty: 2731.817139
	Iteration 2F: 3 clusters Score -383074 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -383363.156250 Penalty: 2731.817139
	Iteration 3F: 3 clusters Score -383363.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -383651.156250 Penalty: 2731.817139
	Iteration 4F: 3 clusters Score -383651.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -383963.062500 Penalty: 2731.817139
	Iteration 5F: 3 clusters Score -383963.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -384394.187500 Penalty: 2731.817139
	Iteration 6F: 3 clusters Score -384394.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -384756.093750 Penalty: 2731.817139
	Iteration 7F: 3 clusters Score -384756.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -385016.812500 Penalty: 2731.817139
	Iteration 8F: 3 clusters Score -385016.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -385193.093750 Penalty: 2731.817139
	Iteration 9Q: 3 clusters Score -385193.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -385291.312500 Penalty: 2731.817139
	Iteration 10Q: 3 clusters Score -385291.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -385349.000000 Penalty: 2731.817139
	Iteration 11Q: 3 clusters Score -385349 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -385386.968750 Penalty: 2731.817139
	Iteration 12Q: 3 clusters Score -385387 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -385411.156250 Penalty: 2731.817139
	Iteration 13Q: 3 clusters Score -385411.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -385432.593750 Penalty: 2731.817139
	Iteration 14Q: 3 clusters Score -385432.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -385454.718750 Penalty: 2731.817139
	Iteration 15Q: 3 clusters Score -385454.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -385472.343750 Penalty: 2731.817139
	Iteration 16Q: 3 clusters Score -385472.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -385507.718750 Penalty: 2731.817139
	Iteration 17Q: 3 clusters Score -385507.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -385554.500000 Penalty: 2731.817139
	Iteration 18Q: 3 clusters Score -385554.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -385614.625000 Penalty: 2731.817139
	Iteration 19Q: 3 clusters Score -385614.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -385675.718750 Penalty: 2731.817139
	Iteration 20F: 3 clusters Score -385675.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -385718.968750 Penalty: 2731.817139
	Iteration 21Q: 3 clusters Score -385719 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -385742.187500 Penalty: 2731.817139
	Iteration 22Q: 3 clusters Score -385742.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -385749.718750 Penalty: 2731.817139
	Iteration 23Q: 3 clusters Score -385749.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -385754.875000 Penalty: 2731.817139
	Iteration 24Q: 3 clusters Score -385754.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -385757.062500 Penalty: 2731.817139
	Iteration 25Q: 3 clusters Score -385757.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -385757.000000 Penalty: 2731.817139
	Iteration 26Q: 3 clusters Score -385757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -385757.000000 Penalty: 2731.817139
	Iteration 27Q: 3 clusters Score -385757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -385758.406250 Penalty: 2731.817139
	Iteration 28Q: 3 clusters Score -385758.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -385758.500000 Penalty: 2731.817139
	Iteration 29Q: 3 clusters Score -385758.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -385758.281250 Penalty: 2731.817139
	Iteration 30Q: 3 clusters Score -385758.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -385758.281250 Penalty: 2731.817139
	Iteration 31F: 3 clusters Score -385758.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8120 members 
Mstep: Class 3 contains 40336 members 
Mstep: Class 4 contains 6086 members 
Mstep: Class 5 contains 22979 members 
Mstep: Class 6 contains 8482 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10882 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 127957 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3237 members 
Mstep: Class 15 contains 116350 members 
Mstep: Class 16 contains 80143 members 
Mstep: Class 17 contains 124920 members 
Mstep: Class 18 contains 39329 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6627 members 
Mstep: Class 21 contains 9662 members 
Mstep: Class 22 contains 70636 members 
Mstep: Class 23 contains 2076 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 42274 members 
Mstep: Class 26 contains 816 members 
Mstep: Class 27 contains 4410 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27496 members 
Mstep: Class 30 contains 59998 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1756 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1545 members 
Mstep: Class 36 contains 7720 members 
Mstep: Class 37 contains 1376 members 
Mstep: Class 38 contains 10951 members 
Mstep: Class 39 contains 1248 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 6416 members 
Mstep: Class 42 contains 6443 members 
Mstep: Class 43 contains 604 members 
Mstep: Class 44 contains 3224 members 
Entering Unmasked Estep 
Score: -84442456.000000 Penalty: 98476.570312
Splitting cluster 39 changes total score from -84442568.000000 to -84442456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (1305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Entering Unmasked Estep 
Score: -110758.554688 Penalty: 1165.768188
	Iteration 0F: 2 clusters Score -110758.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -109175.445312 Penalty: 2331.536377
	Iteration 0F: 3 clusters Score -109175.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -109509.304688 Penalty: 2331.536377
	Iteration 1F: 3 clusters Score -109509.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -109591.164062 Penalty: 2331.536377
	Iteration 2F: 3 clusters Score -109591.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -109661.687500 Penalty: 2331.536377
	Iteration 3Q: 3 clusters Score -109661.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -109758.234375 Penalty: 2331.536377
	Iteration 4Q: 3 clusters Score -109758.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -109933.500000 Penalty: 2331.536377
	Iteration 5Q: 3 clusters Score -109933.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -110119.476562 Penalty: 2331.536377
	Iteration 6F: 3 clusters Score -110119.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -110207.070312 Penalty: 2331.536377
	Iteration 7Q: 3 clusters Score -110207.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -110284.500000 Penalty: 2331.536377
	Iteration 8Q: 3 clusters Score -110284.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -110354.773438 Penalty: 2331.536377
	Iteration 9Q: 3 clusters Score -110354.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -110421.726562 Penalty: 2331.536377
	Iteration 10Q: 3 clusters Score -110421.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -110489.445312 Penalty: 2331.536377
	Iteration 11Q: 3 clusters Score -110489.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -110565.750000 Penalty: 2331.536377
	Iteration 12Q: 3 clusters Score -110565.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -110588.187500 Penalty: 2331.536377
	Iteration 13Q: 3 clusters Score -110588.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -110596.601562 Penalty: 2331.536377
	Iteration 14Q: 3 clusters Score -110596.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -110606.656250 Penalty: 2331.536377
	Iteration 15Q: 3 clusters Score -110606.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -110612.609375 Penalty: 2331.536377
	Iteration 16Q: 3 clusters Score -110612.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -110613.437500 Penalty: 2331.536377
	Iteration 17Q: 3 clusters Score -110613.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -110613.437500 Penalty: 2331.536377
	Iteration 18F: 3 clusters Score -110613.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 8120 members 
Mstep: Class 3 contains 40336 members 
Mstep: Class 4 contains 6086 members 
Mstep: Class 5 contains 22979 members 
Mstep: Class 6 contains 8482 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10882 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 127957 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 3237 members 
Mstep: Class 15 contains 116350 members 
Mstep: Class 16 contains 80143 members 
Mstep: Class 17 contains 124920 members 
Mstep: Class 18 contains 39329 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6627 members 
Mstep: Class 21 contains 9662 members 
Mstep: Class 22 contains 70636 members 
Mstep: Class 23 contains 2076 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 42274 members 
Mstep: Class 26 contains 816 members 
Mstep: Class 27 contains 4410 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27496 members 
Mstep: Class 30 contains 59998 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 1756 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1545 members 
Mstep: Class 36 contains 7720 members 
Mstep: Class 37 contains 1376 members 
Mstep: Class 38 contains 10951 members 
Mstep: Class 39 contains 4472 members 
Mstep: Class 40 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444168.000000 Penalty: 96238.460938
Iteration 159Q: 44 clusters Score -8.444417e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 7951 members 
Mstep: Class 3 contains 40332 members 
Mstep: Class 4 contains 6072 members 
Mstep: Class 5 contains 23005 members 
Mstep: Class 6 contains 8478 members 
Mstep: Class 7 contains 14892 members 
Mstep: Class 8 contains 10886 members 
Mstep: Class 9 contains 5496 members 
Mstep: Class 10 contains 127954 members 
Mstep: Class 11 contains 18271 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1523 members 
Mstep: Class 14 contains 3236 members 
Mstep: Class 15 contains 116413 members 
Mstep: Class 16 contains 79913 members 
Mstep: Class 17 contains 124897 members 
Mstep: Class 18 contains 39171 members 
Mstep: Class 19 contains 3648 members 
Mstep: Class 20 contains 6656 members 
Mstep: Class 21 contains 9666 members 
Mstep: Class 22 contains 71043 members 
Mstep: Class 23 contains 2142 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 42572 members 
Mstep: Class 26 contains 871 members 
Mstep: Class 27 contains 4405 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27647 members 
Mstep: Class 30 contains 60016 members 
Mstep: Class 31 contains 1268 members 
Mstep: Class 32 contains 1766 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 1492 members 
Mstep: Class 36 contains 7687 members 
Mstep: Class 37 contains 1384 members 
Mstep: Class 38 contains 10953 members 
Mstep: Class 39 contains 4487 members 
Mstep: Class 40 contains 1313 members 
Mstep: Class 41 contains 6275 members 
Mstep: Class 42 contains 6147 members 
Mstep: Class 43 contains 585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84446160.000000 Penalty: 96238.460938
Iteration 160F: 44 clusters Score -8.444616e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51361 members 
Mstep: Class 2 contains 7827 members 
Mstep: Class 3 contains 40322 members 
Mstep: Class 4 contains 6052 members 
Mstep: Class 5 contains 22995 members 
Mstep: Class 6 contains 8463 members 
Mstep: Class 7 contains 14890 members 
Mstep: Class 8 contains 10884 members 
Mstep: Class 9 contains 5501 members 
Mstep: Class 10 contains 127897 members 
Mstep: Class 11 contains 18232 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1532 members 
Mstep: Class 14 contains 3235 members 
Mstep: Class 15 contains 116238 members 
Mstep: Class 16 contains 79686 members 
Mstep: Class 17 contains 124883 members 
Mstep: Class 18 contains 39026 members 
Mstep: Class 19 contains 3640 members 
Mstep: Class 20 contains 6684 members 
Mstep: Class 21 contains 9664 members 
Mstep: Class 22 contains 70835 members 
Mstep: Class 23 contains 2222 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 42288 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 4402 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 27626 members 
Mstep: Class 30 contains 59907 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 1758 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 2006 members 
Mstep: Class 35 contains 1424 members 
Mstep: Class 36 contains 7656 members 
Mstep: Class 37 contains 1376 members 
Mstep: Class 38 contains 10946 members 
Mstep: Class 39 contains 4439 members 
Mstep: Class 40 contains 1314 members 
Mstep: Class 41 contains 7302 members 
Mstep: Class 42 contains 6545 members 
Mstep: Class 43 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84447520.000000 Penalty: 96238.460938
Iteration 161Q: 44 clusters Score -8.444752e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51354 members 
Mstep: Class 2 contains 7772 members 
Mstep: Class 3 contains 40324 members 
Mstep: Class 4 contains 6041 members 
Mstep: Class 5 contains 23000 members 
Mstep: Class 6 contains 8437 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 10890 members 
Mstep: Class 9 contains 5505 members 
Mstep: Class 10 contains 127873 members 
Mstep: Class 11 contains 18236 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1529 members 
Mstep: Class 14 contains 3234 members 
Mstep: Class 15 contains 116080 members 
Mstep: Class 16 contains 79581 members 
Mstep: Class 17 contains 124854 members 
Mstep: Class 18 contains 38906 members 
Mstep: Class 19 contains 3645 members 
Mstep: Class 20 contains 6719 members 
Mstep: Class 21 contains 9667 members 
Mstep: Class 22 contains 70665 members 
Mstep: Class 23 contains 2302 members 
Mstep: Class 24 contains 530 members 
Mstep: Class 25 contains 41966 members 
Mstep: Class 26 contains 907 members 
Mstep: Class 27 contains 4396 members 
Mstep: Class 28 contains 1650 members 
Mstep: Class 29 contains 27630 members 
Mstep: Class 30 contains 59872 members 
Mstep: Class 31 contains 1268 members 
Mstep: Class 32 contains 1759 members 
Mstep: Class 33 contains 1675 members 
Mstep: Class 34 contains 2004 members 
Mstep: Class 35 contains 1367 members 
Mstep: Class 36 contains 7646 members 
Mstep: Class 37 contains 1384 members 
Mstep: Class 38 contains 10942 members 
Mstep: Class 39 contains 4422 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 8098 members 
Mstep: Class 42 contains 6727 members 
Mstep: Class 43 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448104.000000 Penalty: 96238.460938
Iteration 162Q: 44 clusters Score -8.44481e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51354 members 
Mstep: Class 2 contains 7736 members 
Mstep: Class 3 contains 40322 members 
Mstep: Class 4 contains 6037 members 
Mstep: Class 5 contains 23008 members 
Mstep: Class 6 contains 8427 members 
Mstep: Class 7 contains 14891 members 
Mstep: Class 8 contains 10894 members 
Mstep: Class 9 contains 5506 members 
Mstep: Class 10 contains 127849 members 
Mstep: Class 11 contains 18236 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1527 members 
Mstep: Class 14 contains 3234 members 
Mstep: Class 15 contains 115973 members 
Mstep: Class 16 contains 79515 members 
Mstep: Class 17 contains 124818 members 
Mstep: Class 18 contains 38782 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 6760 members 
Mstep: Class 21 contains 9667 members 
Mstep: Class 22 contains 70493 members 
Mstep: Class 23 contains 2372 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 41624 members 
Mstep: Class 26 contains 913 members 
Mstep: Class 27 contains 4394 members 
Mstep: Class 28 contains 1650 members 
Mstep: Class 29 contains 27656 members 
Mstep: Class 30 contains 59854 members 
Mstep: Class 31 contains 1268 members 
Mstep: Class 32 contains 1763 members 
Mstep: Class 33 contains 1675 members 
Mstep: Class 34 contains 2003 members 
Mstep: Class 35 contains 1325 members 
Mstep: Class 36 contains 7645 members 
Mstep: Class 37 contains 1376 members 
Mstep: Class 38 contains 10937 members 
Mstep: Class 39 contains 4411 members 
Mstep: Class 40 contains 1318 members 
Mstep: Class 41 contains 8833 members 
Mstep: Class 42 contains 6815 members 
Mstep: Class 43 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448784.000000 Penalty: 96238.460938
Iteration 163Q: 44 clusters Score -8.444878e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51354 members 
Mstep: Class 2 contains 7716 members 
Mstep: Class 3 contains 40316 members 
Mstep: Class 4 contains 6042 members 
Mstep: Class 5 contains 23028 members 
Mstep: Class 6 contains 8420 members 
Mstep: Class 7 contains 14896 members 
Mstep: Class 8 contains 10895 members 
Mstep: Class 9 contains 5510 members 
Mstep: Class 10 contains 127849 members 
Mstep: Class 11 contains 18237 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 3235 members 
Mstep: Class 15 contains 115867 members 
Mstep: Class 16 contains 79467 members 
Mstep: Class 17 contains 124802 members 
Mstep: Class 18 contains 38629 members 
Mstep: Class 19 contains 3660 members 
Mstep: Class 20 contains 6808 members 
Mstep: Class 21 contains 9670 members 
Mstep: Class 22 contains 70358 members 
Mstep: Class 23 contains 2408 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 41266 members 
Mstep: Class 26 contains 926 members 
Mstep: Class 27 contains 4403 members 
Mstep: Class 28 contains 1650 members 
Mstep: Class 29 contains 27673 members 
Mstep: Class 30 contains 59854 members 
Mstep: Class 31 contains 1270 members 
Mstep: Class 32 contains 1767 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 1294 members 
Mstep: Class 36 contains 7656 members 
Mstep: Class 37 contains 1360 members 
Mstep: Class 38 contains 10933 members 
Mstep: Class 39 contains 4402 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 9492 members 
Mstep: Class 42 contains 6880 members 
Mstep: Class 43 contains 699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449248.000000 Penalty: 96238.460938
Iteration 164Q: 44 clusters Score -8.444925e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51355 members 
Mstep: Class 2 contains 7698 members 
Mstep: Class 3 contains 40312 members 
Mstep: Class 4 contains 6050 members 
Mstep: Class 5 contains 23029 members 
Mstep: Class 6 contains 8418 members 
Mstep: Class 7 contains 14898 members 
Mstep: Class 8 contains 10892 members 
Mstep: Class 9 contains 5510 members 
Mstep: Class 10 contains 127868 members 
Mstep: Class 11 contains 18236 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1524 members 
Mstep: Class 14 contains 3235 members 
Mstep: Class 15 contains 115759 members 
Mstep: Class 16 contains 79467 members 
Mstep: Class 17 contains 124792 members 
Mstep: Class 18 contains 38500 members 
Mstep: Class 19 contains 3664 members 
Mstep: Class 20 contains 6851 members 
Mstep: Class 21 contains 9678 members 
Mstep: Class 22 contains 70240 members 
Mstep: Class 23 contains 2445 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 40975 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 4408 members 
Mstep: Class 28 contains 1650 members 
Mstep: Class 29 contains 27673 members 
Mstep: Class 30 contains 59858 members 
Mstep: Class 31 contains 1270 members 
Mstep: Class 32 contains 1766 members 
Mstep: Class 33 contains 1678 members 
Mstep: Class 34 contains 2001 members 
Mstep: Class 35 contains 1290 members 
Mstep: Class 36 contains 7659 members 
Mstep: Class 37 contains 1356 members 
Mstep: Class 38 contains 10919 members 
Mstep: Class 39 contains 4404 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 10013 members 
Mstep: Class 42 contains 6922 members 
Mstep: Class 43 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449480.000000 Penalty: 96238.460938
Iteration 165Q: 44 clusters Score -8.444948e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51353 members 
Mstep: Class 2 contains 7686 members 
Mstep: Class 3 contains 40313 members 
Mstep: Class 4 contains 6062 members 
Mstep: Class 5 contains 23033 members 
Mstep: Class 6 contains 8416 members 
Mstep: Class 7 contains 14898 members 
Mstep: Class 8 contains 10897 members 
Mstep: Class 9 contains 5510 members 
Mstep: Class 10 contains 127872 members 
Mstep: Class 11 contains 18238 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1522 members 
Mstep: Class 14 contains 3234 members 
Mstep: Class 15 contains 115640 members 
Mstep: Class 16 contains 79488 members 
Mstep: Class 17 contains 124779 members 
Mstep: Class 18 contains 38408 members 
Mstep: Class 19 contains 3679 members 
Mstep: Class 20 contains 6882 members 
Mstep: Class 21 contains 9661 members 
Mstep: Class 22 contains 70145 members 
Mstep: Class 23 contains 2489 members 
Mstep: Class 24 contains 532 members 
Mstep: Class 25 contains 40734 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 4409 members 
Mstep: Class 28 contains 1650 members 
Mstep: Class 29 contains 27683 members 
Mstep: Class 30 contains 59856 members 
Mstep: Class 31 contains 1270 members 
Mstep: Class 32 contains 1766 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 2000 members 
Mstep: Class 35 contains 1289 members 
Mstep: Class 36 contains 7652 members 
Mstep: Class 37 contains 1346 members 
Mstep: Class 38 contains 10902 members 
Mstep: Class 39 contains 4406 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 10472 members 
Mstep: Class 42 contains 6940 members 
Mstep: Class 43 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449928.000000 Penalty: 96238.460938
Iteration 166Q: 44 clusters Score -8.444993e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51353 members 
Mstep: Class 2 contains 7674 members 
Mstep: Class 3 contains 40310 members 
Mstep: Class 4 contains 6077 members 
Mstep: Class 5 contains 23028 members 
Mstep: Class 6 contains 8412 members 
Mstep: Class 7 contains 14895 members 
Mstep: Class 8 contains 10899 members 
Mstep: Class 9 contains 5513 members 
Mstep: Class 10 contains 127847 members 
Mstep: Class 11 contains 18240 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1522 members 
Mstep: Class 14 contains 3235 members 
Mstep: Class 15 contains 115529 members 
Mstep: Class 16 contains 79524 members 
Mstep: Class 17 contains 124756 members 
Mstep: Class 18 contains 38349 members 
Mstep: Class 19 contains 3682 members 
Mstep: Class 20 contains 6916 members 
Mstep: Class 21 contains 9643 members 
Mstep: Class 22 contains 70034 members 
Mstep: Class 23 contains 2539 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 40531 members 
Mstep: Class 26 contains 935 members 
Mstep: Class 27 contains 4407 members 
Mstep: Class 28 contains 1650 members 
Mstep: Class 29 contains 27691 members 
Mstep: Class 30 contains 59854 members 
Mstep: Class 31 contains 1271 members 
Mstep: Class 32 contains 1765 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 2000 members 
Mstep: Class 35 contains 1288 members 
Mstep: Class 36 contains 7656 members 
Mstep: Class 37 contains 1345 members 
Mstep: Class 38 contains 10896 members 
Mstep: Class 39 contains 4405 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 10892 members 
Mstep: Class 42 contains 6950 members 
Mstep: Class 43 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450400.000000 Penalty: 96238.460938
Iteration 167Q: 44 clusters Score -8.44504e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7667 members 
Mstep: Class 3 contains 40300 members 
Mstep: Class 4 contains 6092 members 
Mstep: Class 5 contains 23025 members 
Mstep: Class 6 contains 8407 members 
Mstep: Class 7 contains 14899 members 
Mstep: Class 8 contains 10905 members 
Mstep: Class 9 contains 5519 members 
Mstep: Class 10 contains 127819 members 
Mstep: Class 11 contains 18245 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1524 members 
Mstep: Class 14 contains 3237 members 
Mstep: Class 15 contains 115437 members 
Mstep: Class 16 contains 79537 members 
Mstep: Class 17 contains 124740 members 
Mstep: Class 18 contains 38286 members 
Mstep: Class 19 contains 3683 members 
Mstep: Class 20 contains 6950 members 
Mstep: Class 21 contains 9634 members 
Mstep: Class 22 contains 69957 members 
Mstep: Class 23 contains 2592 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 40377 members 
Mstep: Class 26 contains 937 members 
Mstep: Class 27 contains 4403 members 
Mstep: Class 28 contains 1650 members 
Mstep: Class 29 contains 27684 members 
Mstep: Class 30 contains 59849 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 1767 members 
Mstep: Class 33 contains 1678 members 
Mstep: Class 34 contains 1999 members 
Mstep: Class 35 contains 1283 members 
Mstep: Class 36 contains 7663 members 
Mstep: Class 37 contains 1339 members 
Mstep: Class 38 contains 10892 members 
Mstep: Class 39 contains 4401 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 11237 members 
Mstep: Class 42 contains 6953 members 
Mstep: Class 43 contains 703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450848.000000 Penalty: 96238.460938
Iteration 168Q: 44 clusters Score -8.445085e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7662 members 
Mstep: Class 3 contains 40293 members 
Mstep: Class 4 contains 6110 members 
Mstep: Class 5 contains 23021 members 
Mstep: Class 6 contains 8404 members 
Mstep: Class 7 contains 14898 members 
Mstep: Class 8 contains 10909 members 
Mstep: Class 9 contains 5522 members 
Mstep: Class 10 contains 127787 members 
Mstep: Class 11 contains 18249 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1525 members 
Mstep: Class 14 contains 3243 members 
Mstep: Class 15 contains 115363 members 
Mstep: Class 16 contains 79594 members 
Mstep: Class 17 contains 124722 members 
Mstep: Class 18 contains 38179 members 
Mstep: Class 19 contains 3690 members 
Mstep: Class 20 contains 6986 members 
Mstep: Class 21 contains 9631 members 
Mstep: Class 22 contains 69875 members 
Mstep: Class 23 contains 2632 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 40233 members 
Mstep: Class 26 contains 939 members 
Mstep: Class 27 contains 4405 members 
Mstep: Class 28 contains 1650 members 
Mstep: Class 29 contains 27694 members 
Mstep: Class 30 contains 59857 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1770 members 
Mstep: Class 33 contains 1678 members 
Mstep: Class 34 contains 1997 members 
Mstep: Class 35 contains 1266 members 
Mstep: Class 36 contains 7672 members 
Mstep: Class 37 contains 1338 members 
Mstep: Class 38 contains 10888 members 
Mstep: Class 39 contains 4395 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 11537 members 
Mstep: Class 42 contains 6955 members 
Mstep: Class 43 contains 698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450920.000000 Penalty: 96238.460938
Iteration 169Q: 44 clusters Score -8.445092e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51350 members 
Mstep: Class 2 contains 7662 members 
Mstep: Class 3 contains 40278 members 
Mstep: Class 4 contains 6123 members 
Mstep: Class 5 contains 23019 members 
Mstep: Class 6 contains 8405 members 
Mstep: Class 7 contains 14897 members 
Mstep: Class 8 contains 10907 members 
Mstep: Class 9 contains 5526 members 
Mstep: Class 10 contains 127741 members 
Mstep: Class 11 contains 18253 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 3249 members 
Mstep: Class 15 contains 115304 members 
Mstep: Class 16 contains 79676 members 
Mstep: Class 17 contains 124697 members 
Mstep: Class 18 contains 38100 members 
Mstep: Class 19 contains 3695 members 
Mstep: Class 20 contains 7004 members 
Mstep: Class 21 contains 9633 members 
Mstep: Class 22 contains 69807 members 
Mstep: Class 23 contains 2667 members 
Mstep: Class 24 contains 535 members 
Mstep: Class 25 contains 40106 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 4404 members 
Mstep: Class 28 contains 1650 members 
Mstep: Class 29 contains 27697 members 
Mstep: Class 30 contains 59856 members 
Mstep: Class 31 contains 1281 members 
Mstep: Class 32 contains 1776 members 
Mstep: Class 33 contains 1679 members 
Mstep: Class 34 contains 1998 members 
Mstep: Class 35 contains 1254 members 
Mstep: Class 36 contains 7688 members 
Mstep: Class 37 contains 1329 members 
Mstep: Class 38 contains 10884 members 
Mstep: Class 39 contains 4390 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 11780 members 
Mstep: Class 42 contains 6960 members 
Mstep: Class 43 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84451152.000000 Penalty: 96238.460938
Iteration 170Q: 44 clusters Score -8.445115e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51350 members 
Mstep: Class 2 contains 7661 members 
Mstep: Class 3 contains 40263 members 
Mstep: Class 4 contains 6136 members 
Mstep: Class 5 contains 23028 members 
Mstep: Class 6 contains 8400 members 
Mstep: Class 7 contains 14897 members 
Mstep: Class 8 contains 10908 members 
Mstep: Class 9 contains 5527 members 
Mstep: Class 10 contains 127696 members 
Mstep: Class 11 contains 18254 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1536 members 
Mstep: Class 14 contains 3249 members 
Mstep: Class 15 contains 115253 members 
Mstep: Class 16 contains 79777 members 
Mstep: Class 17 contains 124673 members 
Mstep: Class 18 contains 38001 members 
Mstep: Class 19 contains 3697 members 
Mstep: Class 20 contains 7024 members 
Mstep: Class 21 contains 9636 members 
Mstep: Class 22 contains 69751 members 
Mstep: Class 23 contains 2693 members 
Mstep: Class 24 contains 535 members 
Mstep: Class 25 contains 39993 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 4403 members 
Mstep: Class 28 contains 1650 members 
Mstep: Class 29 contains 27701 members 
Mstep: Class 30 contains 59859 members 
Mstep: Class 31 contains 1281 members 
Mstep: Class 32 contains 1779 members 
Mstep: Class 33 contains 1679 members 
Mstep: Class 34 contains 1997 members 
Mstep: Class 35 contains 1245 members 
Mstep: Class 36 contains 7688 members 
Mstep: Class 37 contains 1333 members 
Mstep: Class 38 contains 10883 members 
Mstep: Class 39 contains 4387 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 11990 members 
Mstep: Class 42 contains 6972 members 
Mstep: Class 43 contains 702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84451112.000000 Penalty: 96238.460938
Iteration 171Q: 44 clusters Score -8.445111e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51350 members 
Mstep: Class 2 contains 7666 members 
Mstep: Class 3 contains 40253 members 
Mstep: Class 4 contains 6156 members 
Mstep: Class 5 contains 23035 members 
Mstep: Class 6 contains 8401 members 
Mstep: Class 7 contains 14895 members 
Mstep: Class 8 contains 10913 members 
Mstep: Class 9 contains 5530 members 
Mstep: Class 10 contains 127660 members 
Mstep: Class 11 contains 18254 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1542 members 
Mstep: Class 14 contains 3250 members 
Mstep: Class 15 contains 115197 members 
Mstep: Class 16 contains 79860 members 
Mstep: Class 17 contains 124655 members 
Mstep: Class 18 contains 37897 members 
Mstep: Class 19 contains 3699 members 
Mstep: Class 20 contains 7043 members 
Mstep: Class 21 contains 9644 members 
Mstep: Class 22 contains 69708 members 
Mstep: Class 23 contains 2708 members 
Mstep: Class 24 contains 535 members 
Mstep: Class 25 contains 39894 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 4407 members 
Mstep: Class 28 contains 1650 members 
Mstep: Class 29 contains 27695 members 
Mstep: Class 30 contains 59860 members 
Mstep: Class 31 contains 1281 members 
Mstep: Class 32 contains 1775 members 
Mstep: Class 33 contains 1679 members 
Mstep: Class 34 contains 1997 members 
Mstep: Class 35 contains 1254 members 
Mstep: Class 36 contains 7695 members 
Mstep: Class 37 contains 1336 members 
Mstep: Class 38 contains 10881 members 
Mstep: Class 39 contains 4384 members 
Mstep: Class 40 contains 1318 members 
Mstep: Class 41 contains 12178 members 
Mstep: Class 42 contains 6967 members 
Mstep: Class 43 contains 702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84451552.000000 Penalty: 96238.460938
Iteration 172Q: 44 clusters Score -8.445155e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51350 members 
Mstep: Class 2 contains 7670 members 
Mstep: Class 3 contains 40241 members 
Mstep: Class 4 contains 6178 members 
Mstep: Class 5 contains 23057 members 
Mstep: Class 6 contains 8396 members 
Mstep: Class 7 contains 14897 members 
Mstep: Class 8 contains 10915 members 
Mstep: Class 9 contains 5527 members 
Mstep: Class 10 contains 127635 members 
Mstep: Class 11 contains 18254 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1547 members 
Mstep: Class 14 contains 3250 members 
Mstep: Class 15 contains 115143 members 
Mstep: Class 16 contains 79930 members 
Mstep: Class 17 contains 124633 members 
Mstep: Class 18 contains 37832 members 
Mstep: Class 19 contains 3700 members 
Mstep: Class 20 contains 7067 members 
Mstep: Class 21 contains 9649 members 
Mstep: Class 22 contains 69668 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 535 members 
Mstep: Class 25 contains 39813 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 4408 members 
Mstep: Class 28 contains 1650 members 
Mstep: Class 29 contains 27678 members 
Mstep: Class 30 contains 59862 members 
Mstep: Class 31 contains 1282 members 
Mstep: Class 32 contains 1774 members 
Mstep: Class 33 contains 1678 members 
Mstep: Class 34 contains 1996 members 
Mstep: Class 35 contains 1243 members 
Mstep: Class 36 contains 7698 members 
Mstep: Class 37 contains 1338 members 
Mstep: Class 38 contains 10873 members 
Mstep: Class 39 contains 4384 members 
Mstep: Class 40 contains 1319 members 
Mstep: Class 41 contains 12339 members 
Mstep: Class 42 contains 6968 members 
Mstep: Class 43 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84451696.000000 Penalty: 96238.460938
Iteration 173Q: 44 clusters Score -8.44517e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51350 members 
Mstep: Class 2 contains 7671 members 
Mstep: Class 3 contains 40232 members 
Mstep: Class 4 contains 6214 members 
Mstep: Class 5 contains 23074 members 
Mstep: Class 6 contains 8389 members 
Mstep: Class 7 contains 14902 members 
Mstep: Class 8 contains 10919 members 
Mstep: Class 9 contains 5527 members 
Mstep: Class 10 contains 127621 members 
Mstep: Class 11 contains 18256 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1549 members 
Mstep: Class 14 contains 3250 members 
Mstep: Class 15 contains 115086 members 
Mstep: Class 16 contains 79994 members 
Mstep: Class 17 contains 124619 members 
Mstep: Class 18 contains 37698 members 
Mstep: Class 19 contains 3694 members 
Mstep: Class 20 contains 7088 members 
Mstep: Class 21 contains 9655 members 
Mstep: Class 22 contains 69634 members 
Mstep: Class 23 contains 2729 members 
Mstep: Class 24 contains 535 members 
Mstep: Class 25 contains 39746 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 4416 members 
Mstep: Class 28 contains 1650 members 
Mstep: Class 29 contains 27680 members 
Mstep: Class 30 contains 59867 members 
Mstep: Class 31 contains 1281 members 
Mstep: Class 32 contains 1778 members 
Mstep: Class 33 contains 1678 members 
Mstep: Class 34 contains 1995 members 
Mstep: Class 35 contains 1239 members 
Mstep: Class 36 contains 7704 members 
Mstep: Class 37 contains 1343 members 
Mstep: Class 38 contains 10868 members 
Mstep: Class 39 contains 4382 members 
Mstep: Class 40 contains 1320 members 
Mstep: Class 41 contains 12500 members 
Mstep: Class 42 contains 6965 members 
Mstep: Class 43 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84451608.000000 Penalty: 96238.460938
Iteration 174Q: 44 clusters Score -8.445161e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51350 members 
Mstep: Class 2 contains 7671 members 
Mstep: Class 3 contains 40228 members 
Mstep: Class 4 contains 6247 members 
Mstep: Class 5 contains 23079 members 
Mstep: Class 6 contains 8383 members 
Mstep: Class 7 contains 14903 members 
Mstep: Class 8 contains 10923 members 
Mstep: Class 9 contains 5530 members 
Mstep: Class 10 contains 127613 members 
Mstep: Class 11 contains 18257 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1555 members 
Mstep: Class 14 contains 3249 members 
Mstep: Class 15 contains 115052 members 
Mstep: Class 16 contains 80120 members 
Mstep: Class 17 contains 124599 members 
Mstep: Class 18 contains 37503 members 
Mstep: Class 19 contains 3693 members 
Mstep: Class 20 contains 7110 members 
Mstep: Class 21 contains 9660 members 
Mstep: Class 22 contains 69607 members 
Mstep: Class 23 contains 2737 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 39696 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 4419 members 
Mstep: Class 28 contains 1650 members 
Mstep: Class 29 contains 27690 members 
Mstep: Class 30 contains 59868 members 
Mstep: Class 31 contains 1280 members 
Mstep: Class 32 contains 1781 members 
Mstep: Class 33 contains 1678 members 
Mstep: Class 34 contains 1994 members 
Mstep: Class 35 contains 1236 members 
Mstep: Class 36 contains 7715 members 
Mstep: Class 37 contains 1344 members 
Mstep: Class 38 contains 10864 members 
Mstep: Class 39 contains 4378 members 
Mstep: Class 40 contains 1320 members 
Mstep: Class 41 contains 12619 members 
Mstep: Class 42 contains 6963 members 
Mstep: Class 43 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84451864.000000 Penalty: 96238.460938
Iteration 175Q: 44 clusters Score -8.445186e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7673 members 
Mstep: Class 3 contains 40220 members 
Mstep: Class 4 contains 6293 members 
Mstep: Class 5 contains 23085 members 
Mstep: Class 6 contains 8381 members 
Mstep: Class 7 contains 14901 members 
Mstep: Class 8 contains 10925 members 
Mstep: Class 9 contains 5533 members 
Mstep: Class 10 contains 127593 members 
Mstep: Class 11 contains 18256 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1561 members 
Mstep: Class 14 contains 3249 members 
Mstep: Class 15 contains 115018 members 
Mstep: Class 16 contains 80223 members 
Mstep: Class 17 contains 124574 members 
Mstep: Class 18 contains 37354 members 
Mstep: Class 19 contains 3692 members 
Mstep: Class 20 contains 7122 members 
Mstep: Class 21 contains 9664 members 
Mstep: Class 22 contains 69587 members 
Mstep: Class 23 contains 2745 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 39650 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 4422 members 
Mstep: Class 28 contains 1651 members 
Mstep: Class 29 contains 27699 members 
Mstep: Class 30 contains 59865 members 
Mstep: Class 31 contains 1280 members 
Mstep: Class 32 contains 1779 members 
Mstep: Class 33 contains 1678 members 
Mstep: Class 34 contains 1994 members 
Mstep: Class 35 contains 1231 members 
Mstep: Class 36 contains 7724 members 
Mstep: Class 37 contains 1351 members 
Mstep: Class 38 contains 10863 members 
Mstep: Class 39 contains 4377 members 
Mstep: Class 40 contains 1320 members 
Mstep: Class 41 contains 12716 members 
Mstep: Class 42 contains 6964 members 
Mstep: Class 43 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84451792.000000 Penalty: 96238.460938
Iteration 176Q: 44 clusters Score -8.445179e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7672 members 
Mstep: Class 3 contains 40217 members 
Mstep: Class 4 contains 6329 members 
Mstep: Class 5 contains 23080 members 
Mstep: Class 6 contains 8373 members 
Mstep: Class 7 contains 14902 members 
Mstep: Class 8 contains 10921 members 
Mstep: Class 9 contains 5539 members 
Mstep: Class 10 contains 127575 members 
Mstep: Class 11 contains 18256 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1568 members 
Mstep: Class 14 contains 3249 members 
Mstep: Class 15 contains 114985 members 
Mstep: Class 16 contains 80346 members 
Mstep: Class 17 contains 124563 members 
Mstep: Class 18 contains 37218 members 
Mstep: Class 19 contains 3690 members 
Mstep: Class 20 contains 7141 members 
Mstep: Class 21 contains 9665 members 
Mstep: Class 22 contains 69568 members 
Mstep: Class 23 contains 2744 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 39606 members 
Mstep: Class 26 contains 942 members 
Mstep: Class 27 contains 4420 members 
Mstep: Class 28 contains 1651 members 
Mstep: Class 29 contains 27714 members 
Mstep: Class 30 contains 59859 members 
Mstep: Class 31 contains 1281 members 
Mstep: Class 32 contains 1779 members 
Mstep: Class 33 contains 1678 members 
Mstep: Class 34 contains 1994 members 
Mstep: Class 35 contains 1232 members 
Mstep: Class 36 contains 7735 members 
Mstep: Class 37 contains 1353 members 
Mstep: Class 38 contains 10862 members 
Mstep: Class 39 contains 4378 members 
Mstep: Class 40 contains 1320 members 
Mstep: Class 41 contains 12789 members 
Mstep: Class 42 contains 6960 members 
Mstep: Class 43 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84451696.000000 Penalty: 96238.460938
Iteration 177Q: 44 clusters Score -8.44517e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7676 members 
Mstep: Class 3 contains 40216 members 
Mstep: Class 4 contains 6367 members 
Mstep: Class 5 contains 23079 members 
Mstep: Class 6 contains 8366 members 
Mstep: Class 7 contains 14902 members 
Mstep: Class 8 contains 10923 members 
Mstep: Class 9 contains 5542 members 
Mstep: Class 10 contains 127559 members 
Mstep: Class 11 contains 18256 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1574 members 
Mstep: Class 14 contains 3250 members 
Mstep: Class 15 contains 114952 members 
Mstep: Class 16 contains 80453 members 
Mstep: Class 17 contains 124556 members 
Mstep: Class 18 contains 37098 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 7161 members 
Mstep: Class 21 contains 9663 members 
Mstep: Class 22 contains 69522 members 
Mstep: Class 23 contains 2745 members 
Mstep: Class 24 contains 535 members 
Mstep: Class 25 contains 39575 members 
Mstep: Class 26 contains 945 members 
Mstep: Class 27 contains 4417 members 
Mstep: Class 28 contains 1651 members 
Mstep: Class 29 contains 27722 members 
Mstep: Class 30 contains 59858 members 
Mstep: Class 31 contains 1281 members 
Mstep: Class 32 contains 1777 members 
Mstep: Class 33 contains 1678 members 
Mstep: Class 34 contains 1995 members 
Mstep: Class 35 contains 1231 members 
Mstep: Class 36 contains 7743 members 
Mstep: Class 37 contains 1354 members 
Mstep: Class 38 contains 10862 members 
Mstep: Class 39 contains 4375 members 
Mstep: Class 40 contains 1320 members 
Mstep: Class 41 contains 12858 members 
Mstep: Class 42 contains 6964 members 
Mstep: Class 43 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84451864.000000 Penalty: 96238.460938
Iteration 178Q: 44 clusters Score -8.445186e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7685 members 
Mstep: Class 3 contains 40216 members 
Mstep: Class 4 contains 6407 members 
Mstep: Class 5 contains 23087 members 
Mstep: Class 6 contains 8362 members 
Mstep: Class 7 contains 14906 members 
Mstep: Class 8 contains 10926 members 
Mstep: Class 9 contains 5545 members 
Mstep: Class 10 contains 127535 members 
Mstep: Class 11 contains 18255 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1579 members 
Mstep: Class 14 contains 3250 members 
Mstep: Class 15 contains 114927 members 
Mstep: Class 16 contains 80540 members 
Mstep: Class 17 contains 124551 members 
Mstep: Class 18 contains 36968 members 
Mstep: Class 19 contains 3685 members 
Mstep: Class 20 contains 7181 members 
Mstep: Class 21 contains 9666 members 
Mstep: Class 22 contains 69494 members 
Mstep: Class 23 contains 2742 members 
Mstep: Class 24 contains 536 members 
Mstep: Class 25 contains 39536 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 4418 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 27735 members 
Mstep: Class 30 contains 59856 members 
Mstep: Class 31 contains 1281 members 
Mstep: Class 32 contains 1775 members 
Mstep: Class 33 contains 1678 members 
Mstep: Class 34 contains 1995 members 
Mstep: Class 35 contains 1233 members 
Mstep: Class 36 contains 7755 members 
Mstep: Class 37 contains 1353 members 
Mstep: Class 38 contains 10860 members 
Mstep: Class 39 contains 4371 members 
Mstep: Class 40 contains 1320 members 
Mstep: Class 41 contains 12917 members 
Mstep: Class 42 contains 6964 members 
Mstep: Class 43 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84452080.000000 Penalty: 96238.460938
Iteration 179Q: 44 clusters Score -8.445208e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7695 members 
Mstep: Class 3 contains 40208 members 
Mstep: Class 4 contains 6440 members 
Mstep: Class 5 contains 23094 members 
Mstep: Class 6 contains 8358 members 
Mstep: Class 7 contains 14906 members 
Mstep: Class 8 contains 10932 members 
Mstep: Class 9 contains 5543 members 
Mstep: Class 10 contains 127516 members 
Mstep: Class 11 contains 18255 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 14 contains 3251 members 
Mstep: Class 15 contains 114900 members 
Mstep: Class 16 contains 80645 members 
Mstep: Class 17 contains 124540 members 
Mstep: Class 18 contains 36853 members 
Mstep: Class 19 contains 3684 members 
Mstep: Class 20 contains 7201 members 
Mstep: Class 21 contains 9669 members 
Mstep: Class 22 contains 69455 members 
Mstep: Class 23 contains 2739 members 
Mstep: Class 24 contains 537 members 
Mstep: Class 25 contains 39500 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 4418 members 
Mstep: Class 28 contains 1653 members 
Mstep: Class 29 contains 27747 members 
Mstep: Class 30 contains 59854 members 
Mstep: Class 31 contains 1281 members 
Mstep: Class 32 contains 1774 members 
Mstep: Class 33 contains 1678 members 
Mstep: Class 34 contains 1994 members 
Mstep: Class 35 contains 1233 members 
Mstep: Class 36 contains 7761 members 
Mstep: Class 37 contains 1354 members 
Mstep: Class 38 contains 10860 members 
Mstep: Class 39 contains 4370 members 
Mstep: Class 40 contains 1320 members 
Mstep: Class 41 contains 12968 members 
Mstep: Class 42 contains 6971 members 
Mstep: Class 43 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84452128.000000 Penalty: 96238.460938
Iteration 180F: 44 clusters Score -8.445213e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7704 members 
Mstep: Class 3 contains 40201 members 
Mstep: Class 4 contains 6468 members 
Mstep: Class 5 contains 23104 members 
Mstep: Class 6 contains 8362 members 
Mstep: Class 7 contains 14906 members 
Mstep: Class 8 contains 10935 members 
Mstep: Class 9 contains 5540 members 
Mstep: Class 10 contains 127488 members 
Mstep: Class 11 contains 18255 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1591 members 
Mstep: Class 14 contains 3253 members 
Mstep: Class 15 contains 114884 members 
Mstep: Class 16 contains 80740 members 
Mstep: Class 17 contains 124521 members 
Mstep: Class 18 contains 36742 members 
Mstep: Class 19 contains 3682 members 
Mstep: Class 20 contains 7216 members 
Mstep: Class 21 contains 9612 members 
Mstep: Class 22 contains 69424 members 
Mstep: Class 23 contains 2737 members 
Mstep: Class 24 contains 537 members 
Mstep: Class 25 contains 39467 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 4419 members 
Mstep: Class 28 contains 1653 members 
Mstep: Class 29 contains 27755 members 
Mstep: Class 30 contains 59852 members 
Mstep: Class 31 contains 1281 members 
Mstep: Class 32 contains 1773 members 
Mstep: Class 33 contains 1678 members 
Mstep: Class 34 contains 1993 members 
Mstep: Class 35 contains 1297 members 
Mstep: Class 36 contains 7770 members 
Mstep: Class 37 contains 1351 members 
Mstep: Class 38 contains 10856 members 
Mstep: Class 39 contains 4370 members 
Mstep: Class 40 contains 1320 members 
Mstep: Class 41 contains 13025 members 
Mstep: Class 42 contains 6980 members 
Mstep: Class 43 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84452352.000000 Penalty: 96238.460938
Iteration 181Q: 44 clusters Score -8.445235e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7705 members 
Mstep: Class 3 contains 40204 members 
Mstep: Class 4 contains 6499 members 
Mstep: Class 5 contains 23105 members 
Mstep: Class 6 contains 8358 members 
Mstep: Class 7 contains 14905 members 
Mstep: Class 8 contains 10944 members 
Mstep: Class 9 contains 5539 members 
Mstep: Class 10 contains 127471 members 
Mstep: Class 11 contains 18255 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1595 members 
Mstep: Class 14 contains 3253 members 
Mstep: Class 15 contains 114858 members 
Mstep: Class 16 contains 80853 members 
Mstep: Class 17 contains 124507 members 
Mstep: Class 18 contains 36614 members 
Mstep: Class 19 contains 3681 members 
Mstep: Class 20 contains 7233 members 
Mstep: Class 21 contains 9590 members 
Mstep: Class 22 contains 69398 members 
Mstep: Class 23 contains 2736 members 
Mstep: Class 24 contains 537 members 
Mstep: Class 25 contains 39432 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 4420 members 
Mstep: Class 28 contains 1653 members 
Mstep: Class 29 contains 27767 members 
Mstep: Class 30 contains 59848 members 
Mstep: Class 31 contains 1281 members 
Mstep: Class 32 contains 1775 members 
Mstep: Class 33 contains 1678 members 
Mstep: Class 34 contains 1993 members 
Mstep: Class 35 contains 1319 members 
Mstep: Class 36 contains 7773 members 
Mstep: Class 37 contains 1351 members 
Mstep: Class 38 contains 10860 members 
Mstep: Class 39 contains 4370 members 
Mstep: Class 40 contains 1320 members 
Mstep: Class 41 contains 13076 members 
Mstep: Class 42 contains 6986 members 
Mstep: Class 43 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84452408.000000 Penalty: 96238.460938
Iteration 182Q: 44 clusters Score -8.445241e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7708 members 
Mstep: Class 3 contains 40203 members 
Mstep: Class 4 contains 6540 members 
Mstep: Class 5 contains 23112 members 
Mstep: Class 6 contains 8350 members 
Mstep: Class 7 contains 14900 members 
Mstep: Class 8 contains 10949 members 
Mstep: Class 9 contains 5542 members 
Mstep: Class 10 contains 127441 members 
Mstep: Class 11 contains 18255 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1599 members 
Mstep: Class 14 contains 3255 members 
Mstep: Class 15 contains 114830 members 
Mstep: Class 16 contains 80958 members 
Mstep: Class 17 contains 124491 members 
Mstep: Class 18 contains 36483 members 
Mstep: Class 19 contains 3682 members 
Mstep: Class 20 contains 7257 members 
Mstep: Class 21 contains 9576 members 
Mstep: Class 22 contains 69374 members 
Mstep: Class 23 contains 2739 members 
Mstep: Class 24 contains 537 members 
Mstep: Class 25 contains 39393 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 4418 members 
Mstep: Class 28 contains 1653 members 
Mstep: Class 29 contains 27780 members 
Mstep: Class 30 contains 59846 members 
Mstep: Class 31 contains 1280 members 
Mstep: Class 32 contains 1776 members 
Mstep: Class 33 contains 1678 members 
Mstep: Class 34 contains 1994 members 
Mstep: Class 35 contains 1336 members 
Mstep: Class 36 contains 7785 members 
Mstep: Class 37 contains 1356 members 
Mstep: Class 38 contains 10858 members 
Mstep: Class 39 contains 4370 members 
Mstep: Class 40 contains 1320 members 
Mstep: Class 41 contains 13122 members 
Mstep: Class 42 contains 6995 members 
Mstep: Class 43 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84452424.000000 Penalty: 96238.460938
Iteration 183Q: 44 clusters Score -8.445242e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7708 members 
Mstep: Class 3 contains 40203 members 
Mstep: Class 4 contains 6580 members 
Mstep: Class 5 contains 23117 members 
Mstep: Class 6 contains 8343 members 
Mstep: Class 7 contains 14898 members 
Mstep: Class 8 contains 10950 members 
Mstep: Class 9 contains 5546 members 
Mstep: Class 10 contains 127416 members 
Mstep: Class 11 contains 18257 members 
Mstep: Class 12 contains 582 members 
Mstep: Class 13 contains 1599 members 
Mstep: Class 14 contains 3262 members 
Mstep: Class 15 contains 114809 members 
Mstep: Class 16 contains 81074 members 
Mstep: Class 17 contains 124490 members 
Mstep: Class 18 contains 36336 members 
Mstep: Class 19 contains 3685 members 
Mstep: Class 20 contains 7280 members 
Mstep: Class 21 contains 9564 members 
Mstep: Class 22 contains 69332 members 
Mstep: Class 23 contains 2743 members 
Mstep: Class 24 contains 537 members 
Mstep: Class 25 contains 39359 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 4414 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 27795 members 
Mstep: Class 30 contains 59844 members 
Mstep: Class 31 contains 1280 members 
Mstep: Class 32 contains 1777 members 
Mstep: Class 33 contains 1678 members 
Mstep: Class 34 contains 1993 members 
Mstep: Class 35 contains 1344 members 
Mstep: Class 36 contains 7802 members 
Mstep: Class 37 contains 1356 members 
Mstep: Class 38 contains 10857 members 
Mstep: Class 39 contains 4367 members 
Mstep: Class 40 contains 1320 members 
Mstep: Class 41 contains 13168 members 
Mstep: Class 42 contains 7002 members 
Mstep: Class 43 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84452448.000000 Penalty: 96238.460938
Iteration 184Q: 44 clusters Score -8.445245e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7705 members 
Mstep: Class 3 contains 40198 members 
Mstep: Class 4 contains 6639 members 
Mstep: Class 5 contains 23120 members 
Mstep: Class 6 contains 8335 members 
Mstep: Class 7 contains 14897 members 
Mstep: Class 8 contains 10950 members 
Mstep: Class 9 contains 5543 members 
Mstep: Class 10 contains 127398 members 
Mstep: Class 11 contains 18257 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 1601 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 114768 members 
Mstep: Class 16 contains 81198 members 
Mstep: Class 17 contains 124487 members 
Mstep: Class 18 contains 36171 members 
Mstep: Class 19 contains 3688 members 
Mstep: Class 20 contains 7310 members 
Mstep: Class 21 contains 9551 members 
Mstep: Class 22 contains 69301 members 
Mstep: Class 23 contains 2746 members 
Mstep: Class 24 contains 537 members 
Mstep: Class 25 contains 39339 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 4415 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 27814 members 
Mstep: Class 30 contains 59845 members 
Mstep: Class 31 contains 1280 members 
Mstep: Class 32 contains 1777 members 
Mstep: Class 33 contains 1678 members 
Mstep: Class 34 contains 1994 members 
Mstep: Class 35 contains 1348 members 
Mstep: Class 36 contains 7815 members 
Mstep: Class 37 contains 1357 members 
Mstep: Class 38 contains 10855 members 
Mstep: Class 39 contains 4368 members 
Mstep: Class 40 contains 1319 members 
Mstep: Class 41 contains 13205 members 
Mstep: Class 42 contains 7007 members 
Mstep: Class 43 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84452504.000000 Penalty: 96238.460938
Iteration 185Q: 44 clusters Score -8.44525e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7709 members 
Mstep: Class 3 contains 40202 members 
Mstep: Class 4 contains 6690 members 
Mstep: Class 5 contains 23120 members 
Mstep: Class 6 contains 8329 members 
Mstep: Class 7 contains 14892 members 
Mstep: Class 8 contains 10949 members 
Mstep: Class 9 contains 5544 members 
Mstep: Class 10 contains 127372 members 
Mstep: Class 11 contains 18257 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 1601 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 114734 members 
Mstep: Class 16 contains 81301 members 
Mstep: Class 17 contains 124483 members 
Mstep: Class 18 contains 36038 members 
Mstep: Class 19 contains 3690 members 
Mstep: Class 20 contains 7328 members 
Mstep: Class 21 contains 9539 members 
Mstep: Class 22 contains 69279 members 
Mstep: Class 23 contains 2755 members 
Mstep: Class 24 contains 537 members 
Mstep: Class 25 contains 39323 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 4414 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 27827 members 
Mstep: Class 30 contains 59846 members 
Mstep: Class 31 contains 1280 members 
Mstep: Class 32 contains 1779 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 1995 members 
Mstep: Class 35 contains 1348 members 
Mstep: Class 36 contains 7829 members 
Mstep: Class 37 contains 1357 members 
Mstep: Class 38 contains 10863 members 
Mstep: Class 39 contains 4371 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 13230 members 
Mstep: Class 42 contains 7007 members 
Mstep: Class 43 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84452440.000000 Penalty: 96238.460938
Iteration 186Q: 44 clusters Score -8.445244e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7709 members 
Mstep: Class 3 contains 40203 members 
Mstep: Class 4 contains 6759 members 
Mstep: Class 5 contains 23129 members 
Mstep: Class 6 contains 8323 members 
Mstep: Class 7 contains 14885 members 
Mstep: Class 8 contains 10947 members 
Mstep: Class 9 contains 5544 members 
Mstep: Class 10 contains 127350 members 
Mstep: Class 11 contains 18255 members 
Mstep: Class 12 contains 586 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3274 members 
Mstep: Class 15 contains 114701 members 
Mstep: Class 16 contains 81394 members 
Mstep: Class 17 contains 124473 members 
Mstep: Class 18 contains 35913 members 
Mstep: Class 19 contains 3693 members 
Mstep: Class 20 contains 7334 members 
Mstep: Class 21 contains 9526 members 
Mstep: Class 22 contains 69265 members 
Mstep: Class 23 contains 2758 members 
Mstep: Class 24 contains 538 members 
Mstep: Class 25 contains 39305 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 4412 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 27845 members 
Mstep: Class 30 contains 59846 members 
Mstep: Class 31 contains 1280 members 
Mstep: Class 32 contains 1779 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 1995 members 
Mstep: Class 35 contains 1349 members 
Mstep: Class 36 contains 7838 members 
Mstep: Class 37 contains 1359 members 
Mstep: Class 38 contains 10873 members 
Mstep: Class 39 contains 4372 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 13256 members 
Mstep: Class 42 contains 7006 members 
Mstep: Class 43 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84452696.000000 Penalty: 96238.460938
Iteration 187Q: 44 clusters Score -8.44527e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7709 members 
Mstep: Class 3 contains 40206 members 
Mstep: Class 4 contains 6845 members 
Mstep: Class 5 contains 23131 members 
Mstep: Class 6 contains 8321 members 
Mstep: Class 7 contains 14885 members 
Mstep: Class 8 contains 10949 members 
Mstep: Class 9 contains 5547 members 
Mstep: Class 10 contains 127339 members 
Mstep: Class 11 contains 18254 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3275 members 
Mstep: Class 15 contains 114677 members 
Mstep: Class 16 contains 81487 members 
Mstep: Class 17 contains 124454 members 
Mstep: Class 18 contains 35752 members 
Mstep: Class 19 contains 3696 members 
Mstep: Class 20 contains 7339 members 
Mstep: Class 21 contains 9503 members 
Mstep: Class 22 contains 69241 members 
Mstep: Class 23 contains 2758 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 39294 members 
Mstep: Class 26 contains 949 members 
Mstep: Class 27 contains 4415 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 27859 members 
Mstep: Class 30 contains 59846 members 
Mstep: Class 31 contains 1280 members 
Mstep: Class 32 contains 1780 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 1995 members 
Mstep: Class 35 contains 1351 members 
Mstep: Class 36 contains 7854 members 
Mstep: Class 37 contains 1360 members 
Mstep: Class 38 contains 10879 members 
Mstep: Class 39 contains 4371 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 13289 members 
Mstep: Class 42 contains 7006 members 
Mstep: Class 43 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84452768.000000 Penalty: 96238.460938
Iteration 188Q: 44 clusters Score -8.445277e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7709 members 
Mstep: Class 3 contains 40211 members 
Mstep: Class 4 contains 6907 members 
Mstep: Class 5 contains 23126 members 
Mstep: Class 6 contains 8322 members 
Mstep: Class 7 contains 14883 members 
Mstep: Class 8 contains 10944 members 
Mstep: Class 9 contains 5547 members 
Mstep: Class 10 contains 127315 members 
Mstep: Class 11 contains 18254 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3287 members 
Mstep: Class 15 contains 114663 members 
Mstep: Class 16 contains 81597 members 
Mstep: Class 17 contains 124451 members 
Mstep: Class 18 contains 35580 members 
Mstep: Class 19 contains 3703 members 
Mstep: Class 20 contains 7335 members 
Mstep: Class 21 contains 9493 members 
Mstep: Class 22 contains 69211 members 
Mstep: Class 23 contains 2758 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 39283 members 
Mstep: Class 26 contains 949 members 
Mstep: Class 27 contains 4418 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 27877 members 
Mstep: Class 30 contains 59844 members 
Mstep: Class 31 contains 1280 members 
Mstep: Class 32 contains 1780 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 1995 members 
Mstep: Class 35 contains 1351 members 
Mstep: Class 36 contains 7881 members 
Mstep: Class 37 contains 1358 members 
Mstep: Class 38 contains 10881 members 
Mstep: Class 39 contains 4372 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 13323 members 
Mstep: Class 42 contains 7007 members 
Mstep: Class 43 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84452760.000000 Penalty: 96238.460938
Iteration 189Q: 44 clusters Score -8.445276e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7712 members 
Mstep: Class 3 contains 40218 members 
Mstep: Class 4 contains 6950 members 
Mstep: Class 5 contains 23121 members 
Mstep: Class 6 contains 8316 members 
Mstep: Class 7 contains 14883 members 
Mstep: Class 8 contains 10948 members 
Mstep: Class 9 contains 5547 members 
Mstep: Class 10 contains 127303 members 
Mstep: Class 11 contains 18254 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3290 members 
Mstep: Class 15 contains 114659 members 
Mstep: Class 16 contains 81707 members 
Mstep: Class 17 contains 124448 members 
Mstep: Class 18 contains 35406 members 
Mstep: Class 19 contains 3703 members 
Mstep: Class 20 contains 7341 members 
Mstep: Class 21 contains 9496 members 
Mstep: Class 22 contains 69188 members 
Mstep: Class 23 contains 2758 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 39268 members 
Mstep: Class 26 contains 950 members 
Mstep: Class 27 contains 4422 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 27900 members 
Mstep: Class 30 contains 59841 members 
Mstep: Class 31 contains 1280 members 
Mstep: Class 32 contains 1780 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 1995 members 
Mstep: Class 35 contains 1351 members 
Mstep: Class 36 contains 7898 members 
Mstep: Class 37 contains 1358 members 
Mstep: Class 38 contains 10883 members 
Mstep: Class 39 contains 4369 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 13347 members 
Mstep: Class 42 contains 7005 members 
Mstep: Class 43 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84452848.000000 Penalty: 96238.460938
Iteration 190Q: 44 clusters Score -8.445285e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7715 members 
Mstep: Class 3 contains 40225 members 
Mstep: Class 4 contains 6998 members 
Mstep: Class 5 contains 23118 members 
Mstep: Class 6 contains 8311 members 
Mstep: Class 7 contains 14881 members 
Mstep: Class 8 contains 10953 members 
Mstep: Class 9 contains 5550 members 
Mstep: Class 10 contains 127304 members 
Mstep: Class 11 contains 18254 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3292 members 
Mstep: Class 15 contains 114652 members 
Mstep: Class 16 contains 81798 members 
Mstep: Class 17 contains 124442 members 
Mstep: Class 18 contains 35247 members 
Mstep: Class 19 contains 3705 members 
Mstep: Class 20 contains 7340 members 
Mstep: Class 21 contains 9493 members 
Mstep: Class 22 contains 69159 members 
Mstep: Class 23 contains 2759 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 39261 members 
Mstep: Class 26 contains 950 members 
Mstep: Class 27 contains 4421 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 27914 members 
Mstep: Class 30 contains 59843 members 
Mstep: Class 31 contains 1280 members 
Mstep: Class 32 contains 1781 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 1995 members 
Mstep: Class 35 contains 1351 members 
Mstep: Class 36 contains 7917 members 
Mstep: Class 37 contains 1357 members 
Mstep: Class 38 contains 10885 members 
Mstep: Class 39 contains 4369 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 13372 members 
Mstep: Class 42 contains 7003 members 
Mstep: Class 43 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84452824.000000 Penalty: 96238.460938
Iteration 191Q: 44 clusters Score -8.445282e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7711 members 
Mstep: Class 3 contains 40236 members 
Mstep: Class 4 contains 7044 members 
Mstep: Class 5 contains 23117 members 
Mstep: Class 6 contains 8302 members 
Mstep: Class 7 contains 14878 members 
Mstep: Class 8 contains 10955 members 
Mstep: Class 9 contains 5551 members 
Mstep: Class 10 contains 127288 members 
Mstep: Class 11 contains 18254 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3293 members 
Mstep: Class 15 contains 114645 members 
Mstep: Class 16 contains 81889 members 
Mstep: Class 17 contains 124429 members 
Mstep: Class 18 contains 35108 members 
Mstep: Class 19 contains 3706 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 9503 members 
Mstep: Class 22 contains 69131 members 
Mstep: Class 23 contains 2759 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 39257 members 
Mstep: Class 26 contains 950 members 
Mstep: Class 27 contains 4423 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 27924 members 
Mstep: Class 30 contains 59842 members 
Mstep: Class 31 contains 1280 members 
Mstep: Class 32 contains 1781 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 1995 members 
Mstep: Class 35 contains 1351 members 
Mstep: Class 36 contains 7946 members 
Mstep: Class 37 contains 1357 members 
Mstep: Class 38 contains 10884 members 
Mstep: Class 39 contains 4367 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 13388 members 
Mstep: Class 42 contains 7006 members 
Mstep: Class 43 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84452816.000000 Penalty: 96238.460938
Iteration 192Q: 44 clusters Score -8.445282e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7713 members 
Mstep: Class 3 contains 40243 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 23122 members 
Mstep: Class 6 contains 8299 members 
Mstep: Class 7 contains 14876 members 
Mstep: Class 8 contains 10957 members 
Mstep: Class 9 contains 5555 members 
Mstep: Class 10 contains 127289 members 
Mstep: Class 11 contains 18254 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3294 members 
Mstep: Class 15 contains 114637 members 
Mstep: Class 16 contains 81972 members 
Mstep: Class 17 contains 124412 members 
Mstep: Class 18 contains 34978 members 
Mstep: Class 19 contains 3706 members 
Mstep: Class 20 contains 7351 members 
Mstep: Class 21 contains 9502 members 
Mstep: Class 22 contains 69112 members 
Mstep: Class 23 contains 2760 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 39252 members 
Mstep: Class 26 contains 950 members 
Mstep: Class 27 contains 4424 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 27925 members 
Mstep: Class 30 contains 59843 members 
Mstep: Class 31 contains 1280 members 
Mstep: Class 32 contains 1781 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 1995 members 
Mstep: Class 35 contains 1351 members 
Mstep: Class 36 contains 7951 members 
Mstep: Class 37 contains 1357 members 
Mstep: Class 38 contains 10885 members 
Mstep: Class 39 contains 4366 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 13399 members 
Mstep: Class 42 contains 7007 members 
Mstep: Class 43 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84452760.000000 Penalty: 96238.460938
Iteration 193Q: 44 clusters Score -8.445276e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7712 members 
Mstep: Class 3 contains 40251 members 
Mstep: Class 4 contains 7132 members 
Mstep: Class 5 contains 23118 members 
Mstep: Class 6 contains 8297 members 
Mstep: Class 7 contains 14876 members 
Mstep: Class 8 contains 10956 members 
Mstep: Class 9 contains 5557 members 
Mstep: Class 10 contains 127293 members 
Mstep: Class 11 contains 18254 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3294 members 
Mstep: Class 15 contains 114632 members 
Mstep: Class 16 contains 82063 members 
Mstep: Class 17 contains 124404 members 
Mstep: Class 18 contains 34853 members 
Mstep: Class 19 contains 3706 members 
Mstep: Class 20 contains 7355 members 
Mstep: Class 21 contains 9500 members 
Mstep: Class 22 contains 69088 members 
Mstep: Class 23 contains 2760 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 39249 members 
Mstep: Class 26 contains 950 members 
Mstep: Class 27 contains 4424 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 27930 members 
Mstep: Class 30 contains 59846 members 
Mstep: Class 31 contains 1280 members 
Mstep: Class 32 contains 1781 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 1994 members 
Mstep: Class 35 contains 1351 members 
Mstep: Class 36 contains 7957 members 
Mstep: Class 37 contains 1358 members 
Mstep: Class 38 contains 10886 members 
Mstep: Class 39 contains 4370 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 13410 members 
Mstep: Class 42 contains 7007 members 
Mstep: Class 43 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84452768.000000 Penalty: 96238.460938
Iteration 194Q: 44 clusters Score -8.445277e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7709 members 
Mstep: Class 3 contains 40255 members 
Mstep: Class 4 contains 7191 members 
Mstep: Class 5 contains 23114 members 
Mstep: Class 6 contains 8293 members 
Mstep: Class 7 contains 14876 members 
Mstep: Class 8 contains 10955 members 
Mstep: Class 9 contains 5558 members 
Mstep: Class 10 contains 127301 members 
Mstep: Class 11 contains 18254 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3293 members 
Mstep: Class 15 contains 114641 members 
Mstep: Class 16 contains 82129 members 
Mstep: Class 17 contains 124397 members 
Mstep: Class 18 contains 34712 members 
Mstep: Class 19 contains 3706 members 
Mstep: Class 20 contains 7365 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 69066 members 
Mstep: Class 23 contains 2760 members 
Mstep: Class 24 contains 541 members 
Mstep: Class 25 contains 39248 members 
Mstep: Class 26 contains 950 members 
Mstep: Class 27 contains 4424 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 27937 members 
Mstep: Class 30 contains 59846 members 
Mstep: Class 31 contains 1280 members 
Mstep: Class 32 contains 1781 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 1994 members 
Mstep: Class 35 contains 1351 members 
Mstep: Class 36 contains 7958 members 
Mstep: Class 37 contains 1358 members 
Mstep: Class 38 contains 10887 members 
Mstep: Class 39 contains 4371 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 13423 members 
Mstep: Class 42 contains 7011 members 
Mstep: Class 43 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84452792.000000 Penalty: 96238.460938
Iteration 195Q: 44 clusters Score -8.445279e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7710 members 
Mstep: Class 3 contains 40262 members 
Mstep: Class 4 contains 7242 members 
Mstep: Class 5 contains 23110 members 
Mstep: Class 6 contains 8290 members 
Mstep: Class 7 contains 14875 members 
Mstep: Class 8 contains 10955 members 
Mstep: Class 9 contains 5560 members 
Mstep: Class 10 contains 127306 members 
Mstep: Class 11 contains 18254 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3293 members 
Mstep: Class 15 contains 114638 members 
Mstep: Class 16 contains 82194 members 
Mstep: Class 17 contains 124392 members 
Mstep: Class 18 contains 34581 members 
Mstep: Class 19 contains 3706 members 
Mstep: Class 20 contains 7373 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 69051 members 
Mstep: Class 23 contains 2760 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 39244 members 
Mstep: Class 26 contains 950 members 
Mstep: Class 27 contains 4424 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 27946 members 
Mstep: Class 30 contains 59844 members 
Mstep: Class 31 contains 1280 members 
Mstep: Class 32 contains 1781 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 1994 members 
Mstep: Class 35 contains 1351 members 
Mstep: Class 36 contains 7962 members 
Mstep: Class 37 contains 1358 members 
Mstep: Class 38 contains 10887 members 
Mstep: Class 39 contains 4373 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 13435 members 
Mstep: Class 42 contains 7012 members 
Mstep: Class 43 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84452952.000000 Penalty: 96238.460938
Iteration 196Q: 44 clusters Score -8.445295e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7711 members 
Mstep: Class 3 contains 40267 members 
Mstep: Class 4 contains 7305 members 
Mstep: Class 5 contains 23110 members 
Mstep: Class 6 contains 8292 members 
Mstep: Class 7 contains 14874 members 
Mstep: Class 8 contains 10955 members 
Mstep: Class 9 contains 5563 members 
Mstep: Class 10 contains 127308 members 
Mstep: Class 11 contains 18254 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3293 members 
Mstep: Class 15 contains 114639 members 
Mstep: Class 16 contains 82253 members 
Mstep: Class 17 contains 124389 members 
Mstep: Class 18 contains 34432 members 
Mstep: Class 19 contains 3706 members 
Mstep: Class 20 contains 7375 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 69042 members 
Mstep: Class 23 contains 2760 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 39244 members 
Mstep: Class 26 contains 950 members 
Mstep: Class 27 contains 4424 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 27956 members 
Mstep: Class 30 contains 59846 members 
Mstep: Class 31 contains 1280 members 
Mstep: Class 32 contains 1781 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 1994 members 
Mstep: Class 35 contains 1352 members 
Mstep: Class 36 contains 7968 members 
Mstep: Class 37 contains 1357 members 
Mstep: Class 38 contains 10887 members 
Mstep: Class 39 contains 4373 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 13440 members 
Mstep: Class 42 contains 7013 members 
Mstep: Class 43 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84452960.000000 Penalty: 96238.460938
Iteration 197Q: 44 clusters Score -8.445296e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7712 members 
Mstep: Class 3 contains 40275 members 
Mstep: Class 4 contains 7369 members 
Mstep: Class 5 contains 23111 members 
Mstep: Class 6 contains 8286 members 
Mstep: Class 7 contains 14874 members 
Mstep: Class 8 contains 10955 members 
Mstep: Class 9 contains 5565 members 
Mstep: Class 10 contains 127313 members 
Mstep: Class 11 contains 18254 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3293 members 
Mstep: Class 15 contains 114641 members 
Mstep: Class 16 contains 82306 members 
Mstep: Class 17 contains 124395 members 
Mstep: Class 18 contains 34292 members 
Mstep: Class 19 contains 3706 members 
Mstep: Class 20 contains 7374 members 
Mstep: Class 21 contains 9497 members 
Mstep: Class 22 contains 69031 members 
Mstep: Class 23 contains 2760 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 39239 members 
Mstep: Class 26 contains 950 members 
Mstep: Class 27 contains 4424 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 27964 members 
Mstep: Class 30 contains 59847 members 
Mstep: Class 31 contains 1280 members 
Mstep: Class 32 contains 1781 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 1994 members 
Mstep: Class 35 contains 1352 members 
Mstep: Class 36 contains 7976 members 
Mstep: Class 37 contains 1357 members 
Mstep: Class 38 contains 10887 members 
Mstep: Class 39 contains 4372 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 13445 members 
Mstep: Class 42 contains 7014 members 
Mstep: Class 43 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453000.000000 Penalty: 96238.460938
Iteration 198Q: 44 clusters Score -8.4453e+07 nChanged 334
Entering ConstructFrom: 
Score: -84453000.000000 Penalty: 96238.460938
Entering ConstructFrom: 
Trying to split cluster 1 (51351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51351 members 
Entering Unmasked Estep 
Score: -4603673.500000 Penalty: 1762.546387
	Iteration 0F: 2 clusters Score -4603674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -4569232.500000 Penalty: 3525.092773
	Iteration 0F: 3 clusters Score -4569232 nChanged 24092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -4582973.000000 Penalty: 3525.092773
	Iteration 1F: 3 clusters Score -4582973 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -4583676.000000 Penalty: 3525.092773
	Iteration 2Q: 3 clusters Score -4583676 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 13073 members 
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Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 12112 members 
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Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 10592 members 
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Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 9945 members 
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Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4601372 nChanged 553
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Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4601574 nChanged 473
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Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4601740 nChanged 424
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Mstep: Class 1 contains 43389 members 
Mstep: Class 2 contains 7962 members 
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	Iteration 17Q: 3 clusters Score -4601848 nChanged 363
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Mstep: Class 1 contains 43750 members 
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	Iteration 18Q: 3 clusters Score -4601946 nChanged 321
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Mstep: Class 1 contains 44071 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 7000 members 
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	Iteration 20F: 3 clusters Score -4602096 nChanged 254
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Mstep: Class 1 contains 44605 members 
Mstep: Class 2 contains 6746 members 
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	Iteration 21Q: 3 clusters Score -4602132 nChanged 219
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Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 6529 members 
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	Iteration 22Q: 3 clusters Score -4602175 nChanged 218
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Mstep: Class 1 contains 45040 members 
Mstep: Class 2 contains 6311 members 
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	Iteration 23Q: 3 clusters Score -4602230 nChanged 197
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Mstep: Class 1 contains 45235 members 
Mstep: Class 2 contains 6116 members 
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	Iteration 24Q: 3 clusters Score -4602264 nChanged 160
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Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 5958 members 
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Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4602310 nChanged 133
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Entering Unmasked Estep 
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Mstep: Class 1 contains 46215 members 
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	Iteration 32Q: 3 clusters Score -4602398 nChanged 94
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	Iteration 33Q: 3 clusters Score -4602414 nChanged 94
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Mstep: Class 1 contains 46494 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4602436 nChanged 90
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Mstep: Class 1 contains 46584 members 
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	Iteration 36Q: 3 clusters Score -4602448 nChanged 78
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	Iteration 37Q: 3 clusters Score -4602451 nChanged 74
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	Iteration 38Q: 3 clusters Score -4602452 nChanged 84
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	Iteration 39Q: 3 clusters Score -4602474 nChanged 72
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	Iteration 40F: 3 clusters Score -4602486 nChanged 66
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	Iteration 41Q: 3 clusters Score -4602510 nChanged 41
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	Iteration 42Q: 3 clusters Score -4602502 nChanged 39
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Mstep: Class 1 contains 47028 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4602514 nChanged 30
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4602528 nChanged 26
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Mstep: Class 1 contains 47214 members 
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	Iteration 49Q: 3 clusters Score -4602526 nChanged 26
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Mstep: Class 1 contains 47240 members 
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	Iteration 50Q: 3 clusters Score -4602535 nChanged 26
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	Iteration 51Q: 3 clusters Score -4602536 nChanged 21
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	Iteration 52Q: 3 clusters Score -4602542 nChanged 26
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	Iteration 53Q: 3 clusters Score -4602540 nChanged 28
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	Iteration 56Q: 3 clusters Score -4602546 nChanged 24
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	Iteration 57Q: 3 clusters Score -4602556 nChanged 22
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	Iteration 58Q: 3 clusters Score -4602550 nChanged 19
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	Iteration 59Q: 3 clusters Score -4602555 nChanged 26
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	Iteration 60F: 3 clusters Score -4602563 nChanged 21
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	Iteration 61Q: 3 clusters Score -4602560 nChanged 28
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	Iteration 62Q: 3 clusters Score -4602570 nChanged 25
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	Iteration 63Q: 3 clusters Score -4602573 nChanged 28
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	Iteration 64Q: 3 clusters Score -4602576 nChanged 29
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	Iteration 65Q: 3 clusters Score -4602574 nChanged 29
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	Iteration 66Q: 3 clusters Score -4602578 nChanged 31
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	Iteration 67Q: 3 clusters Score -4602572 nChanged 34
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	Iteration 68Q: 3 clusters Score -4602574 nChanged 45
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	Iteration 69Q: 3 clusters Score -4602574 nChanged 51
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	Iteration 70Q: 3 clusters Score -4602588 nChanged 56
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	Iteration 72Q: 3 clusters Score -4602626 nChanged 58
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	Iteration 73Q: 3 clusters Score -4602624 nChanged 65
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	Iteration 74Q: 3 clusters Score -4602644 nChanged 78
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	Iteration 75Q: 3 clusters Score -4602674 nChanged 76
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	Iteration 78Q: 3 clusters Score -4602748 nChanged 116
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	Iteration 79Q: 3 clusters Score -4602816 nChanged 127
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	Iteration 86Q: 3 clusters Score -4603470 nChanged 52
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	Iteration 87Q: 3 clusters Score -4603478 nChanged 38
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	Iteration 88Q: 3 clusters Score -4603492 nChanged 22
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	Iteration 90Q: 3 clusters Score -4603489 nChanged 10
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	Iteration 91Q: 3 clusters Score -4603494 nChanged 6
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	Iteration 92Q: 3 clusters Score -4603493 nChanged 5
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	Iteration 93Q: 3 clusters Score -4603495 nChanged 3
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	Iteration 95Q: 3 clusters Score -4603492 nChanged 1
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Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -4603494.000000 Penalty: 3525.092773
	Iteration 96Q: 3 clusters Score -4603494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49184 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -4603494.000000 Penalty: 3525.092773
	Iteration 97F: 3 clusters Score -4603494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Entering Unmasked Estep 
Score: -687758.937500 Penalty: 1454.419434
	Iteration 0F: 2 clusters Score -687758.9 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 3860 members 
Entering Unmasked Estep 
Score: -682065.312500 Penalty: 2908.838867
	Iteration 0F: 3 clusters Score -682065.3 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -683826.812500 Penalty: 2908.838867
	Iteration 1F: 3 clusters Score -683826.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -684177.750000 Penalty: 2908.838867
	Iteration 2F: 3 clusters Score -684177.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -684529.750000 Penalty: 2908.838867
	Iteration 3F: 3 clusters Score -684529.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -684880.875000 Penalty: 2908.838867
	Iteration 4F: 3 clusters Score -684880.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -685231.375000 Penalty: 2908.838867
	Iteration 5F: 3 clusters Score -685231.4 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -685636.000000 Penalty: 2908.838867
	Iteration 6F: 3 clusters Score -685636 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -686044.375000 Penalty: 2908.838867
	Iteration 7F: 3 clusters Score -686044.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -686396.000000 Penalty: 2908.838867
	Iteration 8F: 3 clusters Score -686396 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -686630.625000 Penalty: 2908.838867
	Iteration 9Q: 3 clusters Score -686630.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -686757.062500 Penalty: 2908.838867
	Iteration 10Q: 3 clusters Score -686757.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -686827.812500 Penalty: 2908.838867
	Iteration 11Q: 3 clusters Score -686827.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -686876.312500 Penalty: 2908.838867
	Iteration 12Q: 3 clusters Score -686876.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -686905.187500 Penalty: 2908.838867
	Iteration 13Q: 3 clusters Score -686905.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -686925.375000 Penalty: 2908.838867
	Iteration 14Q: 3 clusters Score -686925.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -686943.500000 Penalty: 2908.838867
	Iteration 15Q: 3 clusters Score -686943.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -686953.437500 Penalty: 2908.838867
	Iteration 16Q: 3 clusters Score -686953.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -686961.687500 Penalty: 2908.838867
	Iteration 17Q: 3 clusters Score -686961.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -686972.500000 Penalty: 2908.838867
	Iteration 18Q: 3 clusters Score -686972.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -686979.000000 Penalty: 2908.838867
	Iteration 19Q: 3 clusters Score -686979 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -686987.875000 Penalty: 2908.838867
	Iteration 20F: 3 clusters Score -686987.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -686991.812500 Penalty: 2908.838867
	Iteration 21Q: 3 clusters Score -686991.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -686997.062500 Penalty: 2908.838867
	Iteration 22Q: 3 clusters Score -686997.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -687003.437500 Penalty: 2908.838867
	Iteration 23Q: 3 clusters Score -687003.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -687006.437500 Penalty: 2908.838867
	Iteration 24Q: 3 clusters Score -687006.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -687013.937500 Penalty: 2908.838867
	Iteration 25Q: 3 clusters Score -687013.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -687018.750000 Penalty: 2908.838867
	Iteration 26Q: 3 clusters Score -687018.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -687022.687500 Penalty: 2908.838867
	Iteration 27Q: 3 clusters Score -687022.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -687025.437500 Penalty: 2908.838867
	Iteration 28Q: 3 clusters Score -687025.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -687027.000000 Penalty: 2908.838867
	Iteration 29Q: 3 clusters Score -687027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -687028.000000 Penalty: 2908.838867
	Iteration 30Q: 3 clusters Score -687028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -687030.000000 Penalty: 2908.838867
	Iteration 31Q: 3 clusters Score -687030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -687031.812500 Penalty: 2908.838867
	Iteration 32Q: 3 clusters Score -687031.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -687034.250000 Penalty: 2908.838867
	Iteration 33Q: 3 clusters Score -687034.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -687036.875000 Penalty: 2908.838867
	Iteration 34Q: 3 clusters Score -687036.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -687039.312500 Penalty: 2908.838867
	Iteration 35Q: 3 clusters Score -687039.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -687042.062500 Penalty: 2908.838867
	Iteration 36Q: 3 clusters Score -687042.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -687042.750000 Penalty: 2908.838867
	Iteration 37Q: 3 clusters Score -687042.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -687043.187500 Penalty: 2908.838867
	Iteration 38Q: 3 clusters Score -687043.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -687043.000000 Penalty: 2908.838867
	Iteration 39Q: 3 clusters Score -687043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -687044.062500 Penalty: 2908.838867
	Iteration 40F: 3 clusters Score -687044.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -687043.562500 Penalty: 2908.838867
	Iteration 41Q: 3 clusters Score -687043.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -687042.812500 Penalty: 2908.838867
	Iteration 42Q: 3 clusters Score -687042.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -687044.562500 Penalty: 2908.838867
	Iteration 43Q: 3 clusters Score -687044.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -687046.500000 Penalty: 2908.838867
	Iteration 44Q: 3 clusters Score -687046.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -687045.375000 Penalty: 2908.838867
	Iteration 45Q: 3 clusters Score -687045.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -687047.937500 Penalty: 2908.838867
	Iteration 46Q: 3 clusters Score -687047.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -687048.750000 Penalty: 2908.838867
	Iteration 47Q: 3 clusters Score -687048.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -687051.125000 Penalty: 2908.838867
	Iteration 48Q: 3 clusters Score -687051.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -687052.062500 Penalty: 2908.838867
	Iteration 49Q: 3 clusters Score -687052.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -687053.812500 Penalty: 2908.838867
	Iteration 50Q: 3 clusters Score -687053.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -687053.562500 Penalty: 2908.838867
	Iteration 51Q: 3 clusters Score -687053.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -687052.937500 Penalty: 2908.838867
	Iteration 52Q: 3 clusters Score -687052.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -687054.187500 Penalty: 2908.838867
	Iteration 53Q: 3 clusters Score -687054.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -687054.437500 Penalty: 2908.838867
	Iteration 54Q: 3 clusters Score -687054.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -687055.250000 Penalty: 2908.838867
	Iteration 55Q: 3 clusters Score -687055.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -687054.500000 Penalty: 2908.838867
	Iteration 56Q: 3 clusters Score -687054.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -687055.250000 Penalty: 2908.838867
	Iteration 57Q: 3 clusters Score -687055.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -687055.250000 Penalty: 2908.838867
	Iteration 58F: 3 clusters Score -687055.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (40284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Entering Unmasked Estep 
Score: -3669429.000000 Penalty: 1723.102783
	Iteration 0F: 2 clusters Score -3669429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -3642571.250000 Penalty: 3446.205566
	Iteration 0F: 3 clusters Score -3642571 nChanged 18749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -3653144.000000 Penalty: 3446.205566
	Iteration 1F: 3 clusters Score -3653144 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -3653657.000000 Penalty: 3446.205566
	Iteration 2Q: 3 clusters Score -3653657 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -3654172.500000 Penalty: 3446.205566
	Iteration 3Q: 3 clusters Score -3654172 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -3654758.000000 Penalty: 3446.205566
	Iteration 4Q: 3 clusters Score -3654758 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -3655386.750000 Penalty: 3446.205566
	Iteration 5Q: 3 clusters Score -3655387 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -3656130.000000 Penalty: 3446.205566
	Iteration 6Q: 3 clusters Score -3656130 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -3657080.500000 Penalty: 3446.205566
	Iteration 7Q: 3 clusters Score -3657080 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -3658253.750000 Penalty: 3446.205566
	Iteration 8F: 3 clusters Score -3658254 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -3659547.000000 Penalty: 3446.205566
	Iteration 9F: 3 clusters Score -3659547 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -3660688.500000 Penalty: 3446.205566
	Iteration 10Q: 3 clusters Score -3660688 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -3661484.250000 Penalty: 3446.205566
	Iteration 11Q: 3 clusters Score -3661484 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -3661853.750000 Penalty: 3446.205566
	Iteration 12Q: 3 clusters Score -3661854 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -3662117.750000 Penalty: 3446.205566
	Iteration 13Q: 3 clusters Score -3662118 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -3662331.250000 Penalty: 3446.205566
	Iteration 14Q: 3 clusters Score -3662331 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -3662554.750000 Penalty: 3446.205566
	Iteration 15Q: 3 clusters Score -3662555 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -3662778.500000 Penalty: 3446.205566
	Iteration 16Q: 3 clusters Score -3662778 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -3663045.000000 Penalty: 3446.205566
	Iteration 17Q: 3 clusters Score -3663045 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -3663368.750000 Penalty: 3446.205566
	Iteration 18Q: 3 clusters Score -3663369 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -3663728.750000 Penalty: 3446.205566
	Iteration 19Q: 3 clusters Score -3663729 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -3664115.000000 Penalty: 3446.205566
	Iteration 20F: 3 clusters Score -3664115 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -3664491.500000 Penalty: 3446.205566
	Iteration 21Q: 3 clusters Score -3664492 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -3664979.000000 Penalty: 3446.205566
	Iteration 22Q: 3 clusters Score -3664979 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -3665421.750000 Penalty: 3446.205566
	Iteration 23Q: 3 clusters Score -3665422 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -3665858.250000 Penalty: 3446.205566
	Iteration 24Q: 3 clusters Score -3665858 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -3666259.500000 Penalty: 3446.205566
	Iteration 25Q: 3 clusters Score -3666260 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -3666619.250000 Penalty: 3446.205566
	Iteration 26Q: 3 clusters Score -3666619 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -3666938.750000 Penalty: 3446.205566
	Iteration 27Q: 3 clusters Score -3666939 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -3667174.750000 Penalty: 3446.205566
	Iteration 28Q: 3 clusters Score -3667175 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -3667343.500000 Penalty: 3446.205566
	Iteration 29Q: 3 clusters Score -3667344 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -3667459.250000 Penalty: 3446.205566
	Iteration 30Q: 3 clusters Score -3667459 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -3667546.250000 Penalty: 3446.205566
	Iteration 31Q: 3 clusters Score -3667546 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -3667623.000000 Penalty: 3446.205566
	Iteration 32Q: 3 clusters Score -3667623 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -3667713.000000 Penalty: 3446.205566
	Iteration 33Q: 3 clusters Score -3667713 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -3667750.500000 Penalty: 3446.205566
	Iteration 34Q: 3 clusters Score -3667750 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -3667794.500000 Penalty: 3446.205566
	Iteration 35Q: 3 clusters Score -3667794 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -3667852.000000 Penalty: 3446.205566
	Iteration 36Q: 3 clusters Score -3667852 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -3667898.000000 Penalty: 3446.205566
	Iteration 37Q: 3 clusters Score -3667898 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -3667938.250000 Penalty: 3446.205566
	Iteration 38Q: 3 clusters Score -3667938 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -3667981.000000 Penalty: 3446.205566
	Iteration 39Q: 3 clusters Score -3667981 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -3668017.500000 Penalty: 3446.205566
	Iteration 40F: 3 clusters Score -3668018 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -3668101.500000 Penalty: 3446.205566
	Iteration 41Q: 3 clusters Score -3668102 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -3668187.500000 Penalty: 3446.205566
	Iteration 42Q: 3 clusters Score -3668188 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 38263 members 
Entering Unmasked Estep 
Score: -3668285.750000 Penalty: 3446.205566
	Iteration 43Q: 3 clusters Score -3668286 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -3668369.250000 Penalty: 3446.205566
	Iteration 44Q: 3 clusters Score -3668369 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -3668427.750000 Penalty: 3446.205566
	Iteration 45Q: 3 clusters Score -3668428 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -3668476.500000 Penalty: 3446.205566
	Iteration 46Q: 3 clusters Score -3668476 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -3668501.250000 Penalty: 3446.205566
	Iteration 47Q: 3 clusters Score -3668501 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 38505 members 
Entering Unmasked Estep 
Score: -3668514.500000 Penalty: 3446.205566
	Iteration 48Q: 3 clusters Score -3668514 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -3668523.750000 Penalty: 3446.205566
	Iteration 49Q: 3 clusters Score -3668524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -3668531.000000 Penalty: 3446.205566
	Iteration 50Q: 3 clusters Score -3668531 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -3668533.500000 Penalty: 3446.205566
	Iteration 51Q: 3 clusters Score -3668534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -3668541.250000 Penalty: 3446.205566
	Iteration 52Q: 3 clusters Score -3668541 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -3668549.000000 Penalty: 3446.205566
	Iteration 53Q: 3 clusters Score -3668549 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -3668555.000000 Penalty: 3446.205566
	Iteration 54Q: 3 clusters Score -3668555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -3668560.250000 Penalty: 3446.205566
	Iteration 55Q: 3 clusters Score -3668560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -3668565.250000 Penalty: 3446.205566
	Iteration 56Q: 3 clusters Score -3668565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -3668560.250000 Penalty: 3446.205566
	Iteration 57Q: 3 clusters Score -3668560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -3668569.500000 Penalty: 3446.205566
	Iteration 58Q: 3 clusters Score -3668570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -3668574.750000 Penalty: 3446.205566
	Iteration 59Q: 3 clusters Score -3668575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -3668574.250000 Penalty: 3446.205566
	Iteration 60F: 3 clusters Score -3668574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -3668576.250000 Penalty: 3446.205566
	Iteration 61Q: 3 clusters Score -3668576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -3668574.500000 Penalty: 3446.205566
	Iteration 62Q: 3 clusters Score -3668574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -3668570.750000 Penalty: 3446.205566
	Iteration 63Q: 3 clusters Score -3668571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -3668570.750000 Penalty: 3446.205566
	Iteration 64F: 3 clusters Score -3668571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Entering Unmasked Estep 
Score: -678333.125000 Penalty: 1448.408203
	Iteration 0F: 2 clusters Score -678333.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -672909.625000 Penalty: 2896.816406
	Iteration 0F: 3 clusters Score -672909.6 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -674746.625000 Penalty: 2896.816406
	Iteration 1F: 3 clusters Score -674746.6 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -675052.375000 Penalty: 2896.816406
	Iteration 2F: 3 clusters Score -675052.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -675269.000000 Penalty: 2896.816406
	Iteration 3F: 3 clusters Score -675269 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -675443.875000 Penalty: 2896.816406
	Iteration 4Q: 3 clusters Score -675443.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -675604.125000 Penalty: 2896.816406
	Iteration 5Q: 3 clusters Score -675604.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -675749.000000 Penalty: 2896.816406
	Iteration 6Q: 3 clusters Score -675749 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -675880.125000 Penalty: 2896.816406
	Iteration 7Q: 3 clusters Score -675880.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -676021.062500 Penalty: 2896.816406
	Iteration 8Q: 3 clusters Score -676021.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -676139.000000 Penalty: 2896.816406
	Iteration 9Q: 3 clusters Score -676139 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -676241.000000 Penalty: 2896.816406
	Iteration 10Q: 3 clusters Score -676241 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -676326.312500 Penalty: 2896.816406
	Iteration 11Q: 3 clusters Score -676326.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -676397.875000 Penalty: 2896.816406
	Iteration 12Q: 3 clusters Score -676397.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -676469.062500 Penalty: 2896.816406
	Iteration 13Q: 3 clusters Score -676469.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -676539.562500 Penalty: 2896.816406
	Iteration 14Q: 3 clusters Score -676539.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -676611.437500 Penalty: 2896.816406
	Iteration 15Q: 3 clusters Score -676611.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -676684.500000 Penalty: 2896.816406
	Iteration 16Q: 3 clusters Score -676684.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -676775.625000 Penalty: 2896.816406
	Iteration 17Q: 3 clusters Score -676775.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -676868.000000 Penalty: 2896.816406
	Iteration 18Q: 3 clusters Score -676868 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -676951.687500 Penalty: 2896.816406
	Iteration 19Q: 3 clusters Score -676951.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -677000.625000 Penalty: 2896.816406
	Iteration 20F: 3 clusters Score -677000.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -677029.875000 Penalty: 2896.816406
	Iteration 21Q: 3 clusters Score -677029.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -677050.500000 Penalty: 2896.816406
	Iteration 22Q: 3 clusters Score -677050.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -677076.500000 Penalty: 2896.816406
	Iteration 23Q: 3 clusters Score -677076.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -677115.625000 Penalty: 2896.816406
	Iteration 24Q: 3 clusters Score -677115.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -677143.312500 Penalty: 2896.816406
	Iteration 25Q: 3 clusters Score -677143.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -677163.125000 Penalty: 2896.816406
	Iteration 26Q: 3 clusters Score -677163.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -677181.187500 Penalty: 2896.816406
	Iteration 27Q: 3 clusters Score -677181.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -677200.562500 Penalty: 2896.816406
	Iteration 28Q: 3 clusters Score -677200.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -677218.687500 Penalty: 2896.816406
	Iteration 29Q: 3 clusters Score -677218.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -677227.937500 Penalty: 2896.816406
	Iteration 30Q: 3 clusters Score -677227.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -677233.000000 Penalty: 2896.816406
	Iteration 31Q: 3 clusters Score -677233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -677238.312500 Penalty: 2896.816406
	Iteration 32Q: 3 clusters Score -677238.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -677240.875000 Penalty: 2896.816406
	Iteration 33Q: 3 clusters Score -677240.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -677241.250000 Penalty: 2896.816406
	Iteration 34Q: 3 clusters Score -677241.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -677243.375000 Penalty: 2896.816406
	Iteration 35Q: 3 clusters Score -677243.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -677244.312500 Penalty: 2896.816406
	Iteration 36Q: 3 clusters Score -677244.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -677243.375000 Penalty: 2896.816406
	Iteration 37Q: 3 clusters Score -677243.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -677245.937500 Penalty: 2896.816406
	Iteration 38Q: 3 clusters Score -677245.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -677245.937500 Penalty: 2896.816406
	Iteration 39F: 3 clusters Score -677245.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Entering Unmasked Estep 
Score: -2126999.750000 Penalty: 1632.845581
	Iteration 0F: 2 clusters Score -2127000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -2111247.750000 Penalty: 3265.691162
	Iteration 0F: 3 clusters Score -2111248 nChanged 10635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2117065.250000 Penalty: 3265.691162
	Iteration 1F: 3 clusters Score -2117065 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -2117363.250000 Penalty: 3265.691162
	Iteration 2Q: 3 clusters Score -2117363 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2117595.000000 Penalty: 3265.691162
	Iteration 3Q: 3 clusters Score -2117595 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2117770.250000 Penalty: 3265.691162
	Iteration 4Q: 3 clusters Score -2117770 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2117934.000000 Penalty: 3265.691162
	Iteration 5Q: 3 clusters Score -2117934 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2118112.000000 Penalty: 3265.691162
	Iteration 6Q: 3 clusters Score -2118112 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2118352.500000 Penalty: 3265.691162
	Iteration 7Q: 3 clusters Score -2118352 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2118680.750000 Penalty: 3265.691162
	Iteration 8Q: 3 clusters Score -2118681 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2119177.750000 Penalty: 3265.691162
	Iteration 9Q: 3 clusters Score -2119178 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -2119942.750000 Penalty: 3265.691162
	Iteration 10F: 3 clusters Score -2119943 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2121076.750000 Penalty: 3265.691162
	Iteration 11F: 3 clusters Score -2121077 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2122480.250000 Penalty: 3265.691162
	Iteration 12F: 3 clusters Score -2122480 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2123831.500000 Penalty: 3265.691162
	Iteration 13F: 3 clusters Score -2123832 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2124734.750000 Penalty: 3265.691162
	Iteration 14Q: 3 clusters Score -2124735 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2125170.000000 Penalty: 3265.691162
	Iteration 15Q: 3 clusters Score -2125170 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2125362.500000 Penalty: 3265.691162
	Iteration 16Q: 3 clusters Score -2125362 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2125453.250000 Penalty: 3265.691162
	Iteration 17Q: 3 clusters Score -2125453 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2125498.000000 Penalty: 3265.691162
	Iteration 18Q: 3 clusters Score -2125498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2125539.000000 Penalty: 3265.691162
	Iteration 19Q: 3 clusters Score -2125539 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2125574.000000 Penalty: 3265.691162
	Iteration 20F: 3 clusters Score -2125574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2125580.750000 Penalty: 3265.691162
	Iteration 21Q: 3 clusters Score -2125581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2125595.000000 Penalty: 3265.691162
	Iteration 22Q: 3 clusters Score -2125595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2125602.500000 Penalty: 3265.691162
	Iteration 23Q: 3 clusters Score -2125602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2125602.000000 Penalty: 3265.691162
	Iteration 24Q: 3 clusters Score -2125602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2125602.000000 Penalty: 3265.691162
	Iteration 25F: 3 clusters Score -2125602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Entering Unmasked Estep 
Score: -693462.625000 Penalty: 1466.127441
	Iteration 0F: 2 clusters Score -693462.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -687379.937500 Penalty: 2932.254883
	Iteration 0F: 3 clusters Score -687379.9 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -689388.687500 Penalty: 2932.254883
	Iteration 1F: 3 clusters Score -689388.7 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -689666.750000 Penalty: 2932.254883
	Iteration 2F: 3 clusters Score -689666.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -689905.250000 Penalty: 2932.254883
	Iteration 3F: 3 clusters Score -689905.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -690129.437500 Penalty: 2932.254883
	Iteration 4F: 3 clusters Score -690129.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -690326.500000 Penalty: 2932.254883
	Iteration 5Q: 3 clusters Score -690326.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -690493.625000 Penalty: 2932.254883
	Iteration 6Q: 3 clusters Score -690493.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -690622.500000 Penalty: 2932.254883
	Iteration 7Q: 3 clusters Score -690622.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -690733.000000 Penalty: 2932.254883
	Iteration 8Q: 3 clusters Score -690733 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -690855.187500 Penalty: 2932.254883
	Iteration 9Q: 3 clusters Score -690855.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -690987.125000 Penalty: 2932.254883
	Iteration 10Q: 3 clusters Score -690987.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -691112.625000 Penalty: 2932.254883
	Iteration 11Q: 3 clusters Score -691112.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -691212.125000 Penalty: 2932.254883
	Iteration 12Q: 3 clusters Score -691212.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -691317.187500 Penalty: 2932.254883
	Iteration 13Q: 3 clusters Score -691317.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -691411.062500 Penalty: 2932.254883
	Iteration 14Q: 3 clusters Score -691411.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -691498.000000 Penalty: 2932.254883
	Iteration 15Q: 3 clusters Score -691498 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -691564.562500 Penalty: 2932.254883
	Iteration 16Q: 3 clusters Score -691564.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -691615.562500 Penalty: 2932.254883
	Iteration 17Q: 3 clusters Score -691615.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -691652.812500 Penalty: 2932.254883
	Iteration 18Q: 3 clusters Score -691652.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -691690.750000 Penalty: 2932.254883
	Iteration 19Q: 3 clusters Score -691690.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -691714.375000 Penalty: 2932.254883
	Iteration 20F: 3 clusters Score -691714.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -691739.437500 Penalty: 2932.254883
	Iteration 21Q: 3 clusters Score -691739.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -691750.875000 Penalty: 2932.254883
	Iteration 22Q: 3 clusters Score -691750.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -691758.437500 Penalty: 2932.254883
	Iteration 23Q: 3 clusters Score -691758.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -691767.312500 Penalty: 2932.254883
	Iteration 24Q: 3 clusters Score -691767.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -691771.812500 Penalty: 2932.254883
	Iteration 25Q: 3 clusters Score -691771.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -691778.750000 Penalty: 2932.254883
	Iteration 26Q: 3 clusters Score -691778.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -691787.000000 Penalty: 2932.254883
	Iteration 27Q: 3 clusters Score -691787 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -691795.937500 Penalty: 2932.254883
	Iteration 28Q: 3 clusters Score -691795.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -691804.375000 Penalty: 2932.254883
	Iteration 29Q: 3 clusters Score -691804.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -691815.812500 Penalty: 2932.254883
	Iteration 30Q: 3 clusters Score -691815.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -691821.312500 Penalty: 2932.254883
	Iteration 31Q: 3 clusters Score -691821.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -691828.312500 Penalty: 2932.254883
	Iteration 32Q: 3 clusters Score -691828.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -691836.375000 Penalty: 2932.254883
	Iteration 33Q: 3 clusters Score -691836.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -691840.812500 Penalty: 2932.254883
	Iteration 34Q: 3 clusters Score -691840.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -691845.125000 Penalty: 2932.254883
	Iteration 35Q: 3 clusters Score -691845.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -691848.937500 Penalty: 2932.254883
	Iteration 36Q: 3 clusters Score -691848.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -691852.437500 Penalty: 2932.254883
	Iteration 37Q: 3 clusters Score -691852.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -691856.312500 Penalty: 2932.254883
	Iteration 38Q: 3 clusters Score -691856.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -691858.687500 Penalty: 2932.254883
	Iteration 39Q: 3 clusters Score -691858.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -691865.812500 Penalty: 2932.254883
	Iteration 40F: 3 clusters Score -691865.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -691874.437500 Penalty: 2932.254883
	Iteration 41Q: 3 clusters Score -691874.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -691887.875000 Penalty: 2932.254883
	Iteration 42Q: 3 clusters Score -691887.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -691900.187500 Penalty: 2932.254883
	Iteration 43Q: 3 clusters Score -691900.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -691912.562500 Penalty: 2932.254883
	Iteration 44Q: 3 clusters Score -691912.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -691929.062500 Penalty: 2932.254883
	Iteration 45Q: 3 clusters Score -691929.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -691946.937500 Penalty: 2932.254883
	Iteration 46Q: 3 clusters Score -691946.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -691954.062500 Penalty: 2932.254883
	Iteration 47Q: 3 clusters Score -691954.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -691967.375000 Penalty: 2932.254883
	Iteration 48Q: 3 clusters Score -691967.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -691974.750000 Penalty: 2932.254883
	Iteration 49Q: 3 clusters Score -691974.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -691989.125000 Penalty: 2932.254883
	Iteration 50Q: 3 clusters Score -691989.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -692000.250000 Penalty: 2932.254883
	Iteration 51Q: 3 clusters Score -692000.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -692008.562500 Penalty: 2932.254883
	Iteration 52Q: 3 clusters Score -692008.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -692015.500000 Penalty: 2932.254883
	Iteration 53Q: 3 clusters Score -692015.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -692027.312500 Penalty: 2932.254883
	Iteration 54Q: 3 clusters Score -692027.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -692036.875000 Penalty: 2932.254883
	Iteration 55Q: 3 clusters Score -692036.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -692042.562500 Penalty: 2932.254883
	Iteration 56Q: 3 clusters Score -692042.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -692053.500000 Penalty: 2932.254883
	Iteration 57Q: 3 clusters Score -692053.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -692061.312500 Penalty: 2932.254883
	Iteration 58Q: 3 clusters Score -692061.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -692072.625000 Penalty: 2932.254883
	Iteration 59Q: 3 clusters Score -692072.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -692085.750000 Penalty: 2932.254883
	Iteration 60F: 3 clusters Score -692085.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -692103.500000 Penalty: 2932.254883
	Iteration 61Q: 3 clusters Score -692103.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -692120.187500 Penalty: 2932.254883
	Iteration 62Q: 3 clusters Score -692120.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -692139.562500 Penalty: 2932.254883
	Iteration 63Q: 3 clusters Score -692139.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -692159.062500 Penalty: 2932.254883
	Iteration 64Q: 3 clusters Score -692159.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -692175.125000 Penalty: 2932.254883
	Iteration 65Q: 3 clusters Score -692175.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -692192.000000 Penalty: 2932.254883
	Iteration 66Q: 3 clusters Score -692192 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -692207.187500 Penalty: 2932.254883
	Iteration 67Q: 3 clusters Score -692207.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -692221.375000 Penalty: 2932.254883
	Iteration 68Q: 3 clusters Score -692221.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -692231.187500 Penalty: 2932.254883
	Iteration 69Q: 3 clusters Score -692231.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -692238.375000 Penalty: 2932.254883
	Iteration 70Q: 3 clusters Score -692238.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -692241.312500 Penalty: 2932.254883
	Iteration 71Q: 3 clusters Score -692241.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -692243.500000 Penalty: 2932.254883
	Iteration 72Q: 3 clusters Score -692243.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -692245.687500 Penalty: 2932.254883
	Iteration 73Q: 3 clusters Score -692245.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -692248.562500 Penalty: 2932.254883
	Iteration 74Q: 3 clusters Score -692248.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -692249.250000 Penalty: 2932.254883
	Iteration 75Q: 3 clusters Score -692249.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -692249.562500 Penalty: 2932.254883
	Iteration 76Q: 3 clusters Score -692249.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -692250.625000 Penalty: 2932.254883
	Iteration 77Q: 3 clusters Score -692250.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -692250.875000 Penalty: 2932.254883
	Iteration 78Q: 3 clusters Score -692250.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -692250.687500 Penalty: 2932.254883
	Iteration 79Q: 3 clusters Score -692250.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -692251.062500 Penalty: 2932.254883
	Iteration 80F: 3 clusters Score -692251.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -692251.125000 Penalty: 2932.254883
	Iteration 81Q: 3 clusters Score -692251.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -692251.937500 Penalty: 2932.254883
	Iteration 82Q: 3 clusters Score -692251.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -692251.875000 Penalty: 2932.254883
	Iteration 83Q: 3 clusters Score -692251.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -692255.875000 Penalty: 2932.254883
	Iteration 84Q: 3 clusters Score -692255.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -692261.375000 Penalty: 2932.254883
	Iteration 85Q: 3 clusters Score -692261.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -692268.312500 Penalty: 2932.254883
	Iteration 86Q: 3 clusters Score -692268.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -692275.375000 Penalty: 2932.254883
	Iteration 87Q: 3 clusters Score -692275.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -692281.312500 Penalty: 2932.254883
	Iteration 88Q: 3 clusters Score -692281.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -692291.812500 Penalty: 2932.254883
	Iteration 89Q: 3 clusters Score -692291.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -692299.750000 Penalty: 2932.254883
	Iteration 90Q: 3 clusters Score -692299.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -692311.062500 Penalty: 2932.254883
	Iteration 91Q: 3 clusters Score -692311.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -692322.125000 Penalty: 2932.254883
	Iteration 92Q: 3 clusters Score -692322.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -692331.375000 Penalty: 2932.254883
	Iteration 93Q: 3 clusters Score -692331.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -692339.437500 Penalty: 2932.254883
	Iteration 94Q: 3 clusters Score -692339.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -692348.750000 Penalty: 2932.254883
	Iteration 95Q: 3 clusters Score -692348.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -692355.687500 Penalty: 2932.254883
	Iteration 96Q: 3 clusters Score -692355.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -692363.187500 Penalty: 2932.254883
	Iteration 97Q: 3 clusters Score -692363.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -692368.625000 Penalty: 2932.254883
	Iteration 98Q: 3 clusters Score -692368.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -692371.562500 Penalty: 2932.254883
	Iteration 99Q: 3 clusters Score -692371.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -692374.750000 Penalty: 2932.254883
	Iteration 100F: 3 clusters Score -692374.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -692374.875000 Penalty: 2932.254883
	Iteration 101Q: 3 clusters Score -692374.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -692377.125000 Penalty: 2932.254883
	Iteration 102Q: 3 clusters Score -692377.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -692379.062500 Penalty: 2932.254883
	Iteration 103Q: 3 clusters Score -692379.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -692379.875000 Penalty: 2932.254883
	Iteration 104Q: 3 clusters Score -692379.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -692379.875000 Penalty: 2932.254883
	Iteration 105F: 3 clusters Score -692379.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Entering Unmasked Estep 
Score: -1330065.000000 Penalty: 1561.197632
	Iteration 0F: 2 clusters Score -1330065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1319794.250000 Penalty: 3122.395264
	Iteration 0F: 3 clusters Score -1319794 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1323584.875000 Penalty: 3122.395264
	Iteration 1F: 3 clusters Score -1323585 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1324186.500000 Penalty: 3122.395264
	Iteration 2F: 3 clusters Score -1324186 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1324859.000000 Penalty: 3122.395264
	Iteration 3F: 3 clusters Score -1324859 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1325626.875000 Penalty: 3122.395264
	Iteration 4F: 3 clusters Score -1325627 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1326419.625000 Penalty: 3122.395264
	Iteration 5F: 3 clusters Score -1326420 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1327164.125000 Penalty: 3122.395264
	Iteration 6F: 3 clusters Score -1327164 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1327758.625000 Penalty: 3122.395264
	Iteration 7F: 3 clusters Score -1327759 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1328151.875000 Penalty: 3122.395264
	Iteration 8Q: 3 clusters Score -1328152 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1328408.000000 Penalty: 3122.395264
	Iteration 9Q: 3 clusters Score -1328408 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1328554.250000 Penalty: 3122.395264
	Iteration 10Q: 3 clusters Score -1328554 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1328635.750000 Penalty: 3122.395264
	Iteration 11Q: 3 clusters Score -1328636 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1328674.250000 Penalty: 3122.395264
	Iteration 12Q: 3 clusters Score -1328674 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1328689.250000 Penalty: 3122.395264
	Iteration 13Q: 3 clusters Score -1328689 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1328710.000000 Penalty: 3122.395264
	Iteration 14Q: 3 clusters Score -1328710 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1328723.375000 Penalty: 3122.395264
	Iteration 15Q: 3 clusters Score -1328723 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1328740.125000 Penalty: 3122.395264
	Iteration 16Q: 3 clusters Score -1328740 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1328755.000000 Penalty: 3122.395264
	Iteration 17Q: 3 clusters Score -1328755 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1328758.750000 Penalty: 3122.395264
	Iteration 18Q: 3 clusters Score -1328759 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1328763.500000 Penalty: 3122.395264
	Iteration 19Q: 3 clusters Score -1328764 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1328769.500000 Penalty: 3122.395264
	Iteration 20F: 3 clusters Score -1328770 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1328783.375000 Penalty: 3122.395264
	Iteration 21Q: 3 clusters Score -1328783 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1328795.000000 Penalty: 3122.395264
	Iteration 22Q: 3 clusters Score -1328795 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1328811.625000 Penalty: 3122.395264
	Iteration 23Q: 3 clusters Score -1328812 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1328828.750000 Penalty: 3122.395264
	Iteration 24Q: 3 clusters Score -1328829 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1328845.000000 Penalty: 3122.395264
	Iteration 25Q: 3 clusters Score -1328845 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1328855.500000 Penalty: 3122.395264
	Iteration 26Q: 3 clusters Score -1328856 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1328859.375000 Penalty: 3122.395264
	Iteration 27Q: 3 clusters Score -1328859 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1328866.875000 Penalty: 3122.395264
	Iteration 28Q: 3 clusters Score -1328867 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1328872.875000 Penalty: 3122.395264
	Iteration 29Q: 3 clusters Score -1328873 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1328875.500000 Penalty: 3122.395264
	Iteration 30Q: 3 clusters Score -1328876 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1328885.250000 Penalty: 3122.395264
	Iteration 31Q: 3 clusters Score -1328885 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1328893.125000 Penalty: 3122.395264
	Iteration 32Q: 3 clusters Score -1328893 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1328895.625000 Penalty: 3122.395264
	Iteration 33Q: 3 clusters Score -1328896 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1328898.250000 Penalty: 3122.395264
	Iteration 34Q: 3 clusters Score -1328898 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1328904.500000 Penalty: 3122.395264
	Iteration 35Q: 3 clusters Score -1328904 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1328910.625000 Penalty: 3122.395264
	Iteration 36Q: 3 clusters Score -1328911 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1328914.625000 Penalty: 3122.395264
	Iteration 37Q: 3 clusters Score -1328915 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1328913.750000 Penalty: 3122.395264
	Iteration 38Q: 3 clusters Score -1328914 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1328922.750000 Penalty: 3122.395264
	Iteration 39Q: 3 clusters Score -1328923 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1328926.750000 Penalty: 3122.395264
	Iteration 40F: 3 clusters Score -1328927 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1328931.000000 Penalty: 3122.395264
	Iteration 41Q: 3 clusters Score -1328931 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1328934.750000 Penalty: 3122.395264
	Iteration 42Q: 3 clusters Score -1328935 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1328933.000000 Penalty: 3122.395264
	Iteration 43Q: 3 clusters Score -1328933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1328938.125000 Penalty: 3122.395264
	Iteration 44Q: 3 clusters Score -1328938 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1328937.000000 Penalty: 3122.395264
	Iteration 45Q: 3 clusters Score -1328937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1328933.250000 Penalty: 3122.395264
	Iteration 46Q: 3 clusters Score -1328933 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1328935.875000 Penalty: 3122.395264
	Iteration 47Q: 3 clusters Score -1328936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1328939.375000 Penalty: 3122.395264
	Iteration 48Q: 3 clusters Score -1328939 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1328942.000000 Penalty: 3122.395264
	Iteration 49Q: 3 clusters Score -1328942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1328947.500000 Penalty: 3122.395264
	Iteration 50Q: 3 clusters Score -1328948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1328946.250000 Penalty: 3122.395264
	Iteration 51Q: 3 clusters Score -1328946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1328947.750000 Penalty: 3122.395264
	Iteration 52Q: 3 clusters Score -1328948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1328950.000000 Penalty: 3122.395264
	Iteration 53Q: 3 clusters Score -1328950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1328953.125000 Penalty: 3122.395264
	Iteration 54Q: 3 clusters Score -1328953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1328956.250000 Penalty: 3122.395264
	Iteration 55Q: 3 clusters Score -1328956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1328955.250000 Penalty: 3122.395264
	Iteration 56Q: 3 clusters Score -1328955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1328957.250000 Penalty: 3122.395264
	Iteration 57Q: 3 clusters Score -1328957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1328956.000000 Penalty: 3122.395264
	Iteration 58Q: 3 clusters Score -1328956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1328961.375000 Penalty: 3122.395264
	Iteration 59Q: 3 clusters Score -1328961 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1328963.125000 Penalty: 3122.395264
	Iteration 60F: 3 clusters Score -1328963 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1328971.750000 Penalty: 3122.395264
	Iteration 61Q: 3 clusters Score -1328972 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1328971.500000 Penalty: 3122.395264
	Iteration 62Q: 3 clusters Score -1328972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1328975.375000 Penalty: 3122.395264
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Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1329897.875000 Penalty: 3122.395264
	Iteration 156Q: 3 clusters Score -1329898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1329899.375000 Penalty: 3122.395264
	Iteration 157Q: 3 clusters Score -1329899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1329904.000000 Penalty: 3122.395264
	Iteration 158Q: 3 clusters Score -1329904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1329903.750000 Penalty: 3122.395264
	Iteration 159Q: 3 clusters Score -1329904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1329904.125000 Penalty: 3122.395264
	Iteration 160F: 3 clusters Score -1329904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1329902.250000 Penalty: 3122.395264
	Iteration 161Q: 3 clusters Score -1329902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1329903.625000 Penalty: 3122.395264
	Iteration 162Q: 3 clusters Score -1329904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1329903.625000 Penalty: 3122.395264
	Iteration 163F: 3 clusters Score -1329904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Entering Unmasked Estep 
Score: -1017686.125000 Penalty: 1511.502075
	Iteration 0F: 2 clusters Score -1017686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1009911.625000 Penalty: 3023.004150
	Iteration 0F: 3 clusters Score -1009912 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1012577.687500 Penalty: 3023.004150
	Iteration 1F: 3 clusters Score -1012578 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1012913.187500 Penalty: 3023.004150
	Iteration 2F: 3 clusters Score -1012913 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1013163.187500 Penalty: 3023.004150
	Iteration 3F: 3 clusters Score -1013163 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1013347.687500 Penalty: 3023.004150
	Iteration 4Q: 3 clusters Score -1013348 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1013477.187500 Penalty: 3023.004150
	Iteration 5Q: 3 clusters Score -1013477 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1013593.625000 Penalty: 3023.004150
	Iteration 6Q: 3 clusters Score -1013594 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1013705.812500 Penalty: 3023.004150
	Iteration 7Q: 3 clusters Score -1013706 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1013822.937500 Penalty: 3023.004150
	Iteration 8Q: 3 clusters Score -1013823 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1013928.625000 Penalty: 3023.004150
	Iteration 9Q: 3 clusters Score -1013929 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1014039.500000 Penalty: 3023.004150
	Iteration 10Q: 3 clusters Score -1014040 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1014139.125000 Penalty: 3023.004150
	Iteration 11Q: 3 clusters Score -1014139 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1014219.750000 Penalty: 3023.004150
	Iteration 12Q: 3 clusters Score -1014220 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1014315.500000 Penalty: 3023.004150
	Iteration 13Q: 3 clusters Score -1014316 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1014418.875000 Penalty: 3023.004150
	Iteration 14Q: 3 clusters Score -1014419 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1014514.312500 Penalty: 3023.004150
	Iteration 15Q: 3 clusters Score -1014514 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1014616.875000 Penalty: 3023.004150
	Iteration 16Q: 3 clusters Score -1014617 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1014785.875000 Penalty: 3023.004150
	Iteration 17Q: 3 clusters Score -1014786 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1015004.875000 Penalty: 3023.004150
	Iteration 18Q: 3 clusters Score -1015005 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1015238.062500 Penalty: 3023.004150
	Iteration 19Q: 3 clusters Score -1015238 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1015462.125000 Penalty: 3023.004150
	Iteration 20F: 3 clusters Score -1015462 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1015650.062500 Penalty: 3023.004150
	Iteration 21Q: 3 clusters Score -1015650 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1015782.375000 Penalty: 3023.004150
	Iteration 22Q: 3 clusters Score -1015782 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1015876.000000 Penalty: 3023.004150
	Iteration 23Q: 3 clusters Score -1015876 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1015943.937500 Penalty: 3023.004150
	Iteration 24Q: 3 clusters Score -1015944 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1016018.875000 Penalty: 3023.004150
	Iteration 25Q: 3 clusters Score -1016019 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1016085.500000 Penalty: 3023.004150
	Iteration 26Q: 3 clusters Score -1016086 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1016145.187500 Penalty: 3023.004150
	Iteration 27Q: 3 clusters Score -1016145 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1016204.375000 Penalty: 3023.004150
	Iteration 28Q: 3 clusters Score -1016204 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1016258.375000 Penalty: 3023.004150
	Iteration 29Q: 3 clusters Score -1016258 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1016301.750000 Penalty: 3023.004150
	Iteration 30Q: 3 clusters Score -1016302 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1016341.125000 Penalty: 3023.004150
	Iteration 31Q: 3 clusters Score -1016341 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1016364.687500 Penalty: 3023.004150
	Iteration 32Q: 3 clusters Score -1016365 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1016378.562500 Penalty: 3023.004150
	Iteration 33Q: 3 clusters Score -1016379 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1016386.750000 Penalty: 3023.004150
	Iteration 34Q: 3 clusters Score -1016387 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1016396.562500 Penalty: 3023.004150
	Iteration 35Q: 3 clusters Score -1016397 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1016403.125000 Penalty: 3023.004150
	Iteration 36Q: 3 clusters Score -1016403 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1016414.625000 Penalty: 3023.004150
	Iteration 37Q: 3 clusters Score -1016415 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1016423.687500 Penalty: 3023.004150
	Iteration 38Q: 3 clusters Score -1016424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1016433.750000 Penalty: 3023.004150
	Iteration 39Q: 3 clusters Score -1016434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1016445.937500 Penalty: 3023.004150
	Iteration 40F: 3 clusters Score -1016446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1016457.250000 Penalty: 3023.004150
	Iteration 41Q: 3 clusters Score -1016457 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1016475.937500 Penalty: 3023.004150
	Iteration 42Q: 3 clusters Score -1016476 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1016484.187500 Penalty: 3023.004150
	Iteration 43Q: 3 clusters Score -1016484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1016493.375000 Penalty: 3023.004150
	Iteration 44Q: 3 clusters Score -1016493 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1016506.125000 Penalty: 3023.004150
	Iteration 45Q: 3 clusters Score -1016506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1016513.750000 Penalty: 3023.004150
	Iteration 46Q: 3 clusters Score -1016514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1016518.562500 Penalty: 3023.004150
	Iteration 47Q: 3 clusters Score -1016519 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1016527.187500 Penalty: 3023.004150
	Iteration 48Q: 3 clusters Score -1016527 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1016535.750000 Penalty: 3023.004150
	Iteration 49Q: 3 clusters Score -1016536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1016545.937500 Penalty: 3023.004150
	Iteration 50Q: 3 clusters Score -1016546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1016554.125000 Penalty: 3023.004150
	Iteration 51Q: 3 clusters Score -1016554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1016560.937500 Penalty: 3023.004150
	Iteration 52Q: 3 clusters Score -1016561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1016564.250000 Penalty: 3023.004150
	Iteration 53Q: 3 clusters Score -1016564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1016567.625000 Penalty: 3023.004150
	Iteration 54Q: 3 clusters Score -1016568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1016568.562500 Penalty: 3023.004150
	Iteration 55Q: 3 clusters Score -1016569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1016573.750000 Penalty: 3023.004150
	Iteration 56Q: 3 clusters Score -1016574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1016574.687500 Penalty: 3023.004150
	Iteration 57Q: 3 clusters Score -1016575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1016577.250000 Penalty: 3023.004150
	Iteration 58Q: 3 clusters Score -1016577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1016579.437500 Penalty: 3023.004150
	Iteration 59Q: 3 clusters Score -1016579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1016580.500000 Penalty: 3023.004150
	Iteration 60F: 3 clusters Score -1016580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1016581.000000 Penalty: 3023.004150
	Iteration 61Q: 3 clusters Score -1016581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1016584.625000 Penalty: 3023.004150
	Iteration 62Q: 3 clusters Score -1016585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1016584.312500 Penalty: 3023.004150
	Iteration 63Q: 3 clusters Score -1016584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1016583.000000 Penalty: 3023.004150
	Iteration 64Q: 3 clusters Score -1016583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1016586.125000 Penalty: 3023.004150
	Iteration 65Q: 3 clusters Score -1016586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1016587.312500 Penalty: 3023.004150
	Iteration 66Q: 3 clusters Score -1016587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1016587.187500 Penalty: 3023.004150
	Iteration 67Q: 3 clusters Score -1016587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1016587.187500 Penalty: 3023.004150
	Iteration 68F: 3 clusters Score -1016587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Entering Unmasked Estep 
Score: -495798.125000 Penalty: 1401.499390
	Iteration 0F: 2 clusters Score -495798.1 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 2767 members 
Entering Unmasked Estep 
Score: -491553.562500 Penalty: 2802.998779
	Iteration 0F: 3 clusters Score -491553.6 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -492723.093750 Penalty: 2802.998779
	Iteration 1F: 3 clusters Score -492723.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -493007.937500 Penalty: 2802.998779
	Iteration 2F: 3 clusters Score -493007.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -493275.187500 Penalty: 2802.998779
	Iteration 3F: 3 clusters Score -493275.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -493514.718750 Penalty: 2802.998779
	Iteration 4F: 3 clusters Score -493514.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -493772.843750 Penalty: 2802.998779
	Iteration 5F: 3 clusters Score -493772.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -494014.812500 Penalty: 2802.998779
	Iteration 6F: 3 clusters Score -494014.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -494213.218750 Penalty: 2802.998779
	Iteration 7Q: 3 clusters Score -494213.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -494357.625000 Penalty: 2802.998779
	Iteration 8Q: 3 clusters Score -494357.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -494460.406250 Penalty: 2802.998779
	Iteration 9Q: 3 clusters Score -494460.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -494526.656250 Penalty: 2802.998779
	Iteration 10Q: 3 clusters Score -494526.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -494564.593750 Penalty: 2802.998779
	Iteration 11Q: 3 clusters Score -494564.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -494592.406250 Penalty: 2802.998779
	Iteration 12Q: 3 clusters Score -494592.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -494607.250000 Penalty: 2802.998779
	Iteration 13Q: 3 clusters Score -494607.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -494619.687500 Penalty: 2802.998779
	Iteration 14Q: 3 clusters Score -494619.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -494628.656250 Penalty: 2802.998779
	Iteration 15Q: 3 clusters Score -494628.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -494636.000000 Penalty: 2802.998779
	Iteration 16Q: 3 clusters Score -494636 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -494645.218750 Penalty: 2802.998779
	Iteration 17Q: 3 clusters Score -494645.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -494653.531250 Penalty: 2802.998779
	Iteration 18Q: 3 clusters Score -494653.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -494659.125000 Penalty: 2802.998779
	Iteration 19Q: 3 clusters Score -494659.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -494663.031250 Penalty: 2802.998779
	Iteration 20F: 3 clusters Score -494663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -494665.968750 Penalty: 2802.998779
	Iteration 21Q: 3 clusters Score -494666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -494668.656250 Penalty: 2802.998779
	Iteration 22Q: 3 clusters Score -494668.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -494671.875000 Penalty: 2802.998779
	Iteration 23Q: 3 clusters Score -494671.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -494675.562500 Penalty: 2802.998779
	Iteration 24Q: 3 clusters Score -494675.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -494676.531250 Penalty: 2802.998779
	Iteration 25Q: 3 clusters Score -494676.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -494678.187500 Penalty: 2802.998779
	Iteration 26Q: 3 clusters Score -494678.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -494679.406250 Penalty: 2802.998779
	Iteration 27Q: 3 clusters Score -494679.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -494681.343750 Penalty: 2802.998779
	Iteration 28Q: 3 clusters Score -494681.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -494684.312500 Penalty: 2802.998779
	Iteration 29Q: 3 clusters Score -494684.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -494687.812500 Penalty: 2802.998779
	Iteration 30Q: 3 clusters Score -494687.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -494691.343750 Penalty: 2802.998779
	Iteration 31Q: 3 clusters Score -494691.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -494693.937500 Penalty: 2802.998779
	Iteration 32Q: 3 clusters Score -494693.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -494696.593750 Penalty: 2802.998779
	Iteration 33Q: 3 clusters Score -494696.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -494696.687500 Penalty: 2802.998779
	Iteration 34Q: 3 clusters Score -494696.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -494697.750000 Penalty: 2802.998779
	Iteration 35Q: 3 clusters Score -494697.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -494698.031250 Penalty: 2802.998779
	Iteration 36Q: 3 clusters Score -494698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -494700.281250 Penalty: 2802.998779
	Iteration 37Q: 3 clusters Score -494700.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -494701.468750 Penalty: 2802.998779
	Iteration 38Q: 3 clusters Score -494701.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -494702.218750 Penalty: 2802.998779
	Iteration 39Q: 3 clusters Score -494702.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -494702.968750 Penalty: 2802.998779
	Iteration 40F: 3 clusters Score -494703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (127299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127299 members 
Entering Unmasked Estep 
Score: -11587176.000000 Penalty: 1910.072876
	Iteration 0F: 2 clusters Score -1.158718e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 63705 members 
Entering Unmasked Estep 
Score: -11501659.000000 Penalty: 3820.145752
	Iteration 0F: 3 clusters Score -1.150166e+07 nChanged 61290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61992 members 
Mstep: Class 2 contains 65307 members 
Entering Unmasked Estep 
Score: -11538104.000000 Penalty: 3820.145752
	Iteration 1F: 3 clusters Score -1.15381e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60443 members 
Mstep: Class 2 contains 66856 members 
Entering Unmasked Estep 
Score: -11539635.000000 Penalty: 3820.145752
	Iteration 2Q: 3 clusters Score -1.153964e+07 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57989 members 
Mstep: Class 2 contains 69310 members 
Entering Unmasked Estep 
Score: -11541930.000000 Penalty: 3820.145752
	Iteration 3Q: 3 clusters Score -1.154193e+07 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54322 members 
Mstep: Class 2 contains 72977 members 
Entering Unmasked Estep 
Score: -11545330.000000 Penalty: 3820.145752
	Iteration 4F: 3 clusters Score -1.154533e+07 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49548 members 
Mstep: Class 2 contains 77751 members 
Entering Unmasked Estep 
Score: -11549835.000000 Penalty: 3820.145752
	Iteration 5F: 3 clusters Score -1.154984e+07 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 83284 members 
Entering Unmasked Estep 
Score: -11554215.000000 Penalty: 3820.145752
	Iteration 6F: 3 clusters Score -1.155422e+07 nChanged 7929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 89289 members 
Entering Unmasked Estep 
Score: -11558590.000000 Penalty: 3820.145752
	Iteration 7F: 3 clusters Score -1.155859e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 95615 members 
Entering Unmasked Estep 
Score: -11562651.000000 Penalty: 3820.145752
	Iteration 8F: 3 clusters Score -1.156265e+07 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 102137 members 
Entering Unmasked Estep 
Score: -11566834.000000 Penalty: 3820.145752
	Iteration 9F: 3 clusters Score -1.156683e+07 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 108778 members 
Entering Unmasked Estep 
Score: -11571658.000000 Penalty: 3820.145752
	Iteration 10F: 3 clusters Score -1.157166e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 114801 members 
Entering Unmasked Estep 
Score: -11576223.000000 Penalty: 3820.145752
	Iteration 11Q: 3 clusters Score -1.157622e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 119749 members 
Entering Unmasked Estep 
Score: -11580159.000000 Penalty: 3820.145752
	Iteration 12Q: 3 clusters Score -1.158016e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 123051 members 
Entering Unmasked Estep 
Score: -11582726.000000 Penalty: 3820.145752
	Iteration 13Q: 3 clusters Score -1.158273e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 124943 members 
Entering Unmasked Estep 
Score: -11584095.000000 Penalty: 3820.145752
	Iteration 14Q: 3 clusters Score -1.15841e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 125894 members 
Entering Unmasked Estep 
Score: -11584804.000000 Penalty: 3820.145752
	Iteration 15Q: 3 clusters Score -1.15848e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 126311 members 
Entering Unmasked Estep 
Score: -11585167.000000 Penalty: 3820.145752
	Iteration 16Q: 3 clusters Score -1.158517e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 126487 members 
Entering Unmasked Estep 
Score: -11585386.000000 Penalty: 3820.145752
	Iteration 17Q: 3 clusters Score -1.158539e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 126576 members 
Entering Unmasked Estep 
Score: -11585481.000000 Penalty: 3820.145752
	Iteration 18Q: 3 clusters Score -1.158548e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 126629 members 
Entering Unmasked Estep 
Score: -11585537.000000 Penalty: 3820.145752
	Iteration 19Q: 3 clusters Score -1.158554e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 126652 members 
Entering Unmasked Estep 
Score: -11585597.000000 Penalty: 3820.145752
	Iteration 20F: 3 clusters Score -1.15856e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 126674 members 
Entering Unmasked Estep 
Score: -11585640.000000 Penalty: 3820.145752
	Iteration 21Q: 3 clusters Score -1.158564e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 126696 members 
Entering Unmasked Estep 
Score: -11585685.000000 Penalty: 3820.145752
	Iteration 22Q: 3 clusters Score -1.158568e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 126717 members 
Entering Unmasked Estep 
Score: -11585730.000000 Penalty: 3820.145752
	Iteration 23Q: 3 clusters Score -1.158573e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 126733 members 
Entering Unmasked Estep 
Score: -11585762.000000 Penalty: 3820.145752
	Iteration 24Q: 3 clusters Score -1.158576e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 126740 members 
Entering Unmasked Estep 
Score: -11585792.000000 Penalty: 3820.145752
	Iteration 25Q: 3 clusters Score -1.158579e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 126747 members 
Entering Unmasked Estep 
Score: -11585808.000000 Penalty: 3820.145752
	Iteration 26Q: 3 clusters Score -1.158581e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 126758 members 
Entering Unmasked Estep 
Score: -11585842.000000 Penalty: 3820.145752
	Iteration 27Q: 3 clusters Score -1.158584e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 126759 members 
Entering Unmasked Estep 
Score: -11585871.000000 Penalty: 3820.145752
	Iteration 28Q: 3 clusters Score -1.158587e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 126758 members 
Entering Unmasked Estep 
Score: -11585895.000000 Penalty: 3820.145752
	Iteration 29Q: 3 clusters Score -1.15859e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 126753 members 
Entering Unmasked Estep 
Score: -11585910.000000 Penalty: 3820.145752
	Iteration 30Q: 3 clusters Score -1.158591e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 126749 members 
Entering Unmasked Estep 
Score: -11585915.000000 Penalty: 3820.145752
	Iteration 31Q: 3 clusters Score -1.158592e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 126746 members 
Entering Unmasked Estep 
Score: -11585916.000000 Penalty: 3820.145752
	Iteration 32Q: 3 clusters Score -1.158592e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 126742 members 
Entering Unmasked Estep 
Score: -11585931.000000 Penalty: 3820.145752
	Iteration 33Q: 3 clusters Score -1.158593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 126742 members 
Entering Unmasked Estep 
Score: -11585937.000000 Penalty: 3820.145752
	Iteration 34Q: 3 clusters Score -1.158594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 126742 members 
Entering Unmasked Estep 
Score: -11585942.000000 Penalty: 3820.145752
	Iteration 35Q: 3 clusters Score -1.158594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 126742 members 
Entering Unmasked Estep 
Score: -11585947.000000 Penalty: 3820.145752
	Iteration 36Q: 3 clusters Score -1.158595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 126735 members 
Entering Unmasked Estep 
Score: -11585944.000000 Penalty: 3820.145752
	Iteration 37Q: 3 clusters Score -1.158594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 126735 members 
Entering Unmasked Estep 
Score: -11585954.000000 Penalty: 3820.145752
	Iteration 38Q: 3 clusters Score -1.158595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 126734 members 
Entering Unmasked Estep 
Score: -11585952.000000 Penalty: 3820.145752
	Iteration 39Q: 3 clusters Score -1.158595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 126734 members 
Entering Unmasked Estep 
Score: -11585954.000000 Penalty: 3820.145752
	Iteration 40F: 3 clusters Score -1.158595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 126734 members 
Entering Unmasked Estep 
Score: -11585960.000000 Penalty: 3820.145752
	Iteration 41Q: 3 clusters Score -1.158596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 126733 members 
Entering Unmasked Estep 
Score: -11585959.000000 Penalty: 3820.145752
	Iteration 42Q: 3 clusters Score -1.158596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 126733 members 
Entering Unmasked Estep 
Score: -11585959.000000 Penalty: 3820.145752
	Iteration 43Q: 3 clusters Score -1.158596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 126733 members 
Entering Unmasked Estep 
Score: -11585959.000000 Penalty: 3820.145752
	Iteration 44F: 3 clusters Score -1.158596e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Entering Unmasked Estep 
Score: -1482853.375000 Penalty: 1594.472656
	Iteration 0F: 2 clusters Score -1482853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1470342.375000 Penalty: 3188.945312
	Iteration 0F: 3 clusters Score -1470342 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1475846.875000 Penalty: 3188.945312
	Iteration 1F: 3 clusters Score -1475847 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1477150.000000 Penalty: 3188.945312
	Iteration 2F: 3 clusters Score -1477150 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1478310.750000 Penalty: 3188.945312
	Iteration 3F: 3 clusters Score -1478311 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1479196.250000 Penalty: 3188.945312
	Iteration 4F: 3 clusters Score -1479196 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1479709.875000 Penalty: 3188.945312
	Iteration 5F: 3 clusters Score -1479710 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1479988.750000 Penalty: 3188.945312
	Iteration 6Q: 3 clusters Score -1479989 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1480158.000000 Penalty: 3188.945312
	Iteration 7Q: 3 clusters Score -1480158 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1480287.250000 Penalty: 3188.945312
	Iteration 8Q: 3 clusters Score -1480287 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1480404.750000 Penalty: 3188.945312
	Iteration 9Q: 3 clusters Score -1480405 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1480584.750000 Penalty: 3188.945312
	Iteration 10Q: 3 clusters Score -1480585 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1480902.875000 Penalty: 3188.945312
	Iteration 11Q: 3 clusters Score -1480903 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1481209.625000 Penalty: 3188.945312
	Iteration 12Q: 3 clusters Score -1481210 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1481382.375000 Penalty: 3188.945312
	Iteration 13Q: 3 clusters Score -1481382 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1481494.625000 Penalty: 3188.945312
	Iteration 14Q: 3 clusters Score -1481495 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1481577.125000 Penalty: 3188.945312
	Iteration 15Q: 3 clusters Score -1481577 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1481642.250000 Penalty: 3188.945312
	Iteration 16Q: 3 clusters Score -1481642 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1481701.125000 Penalty: 3188.945312
	Iteration 17Q: 3 clusters Score -1481701 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1481742.625000 Penalty: 3188.945312
	Iteration 18Q: 3 clusters Score -1481743 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1481781.750000 Penalty: 3188.945312
	Iteration 19Q: 3 clusters Score -1481782 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1481819.125000 Penalty: 3188.945312
	Iteration 20F: 3 clusters Score -1481819 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1481838.500000 Penalty: 3188.945312
	Iteration 21Q: 3 clusters Score -1481838 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1481871.000000 Penalty: 3188.945312
	Iteration 22Q: 3 clusters Score -1481871 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1481892.250000 Penalty: 3188.945312
	Iteration 23Q: 3 clusters Score -1481892 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1481919.500000 Penalty: 3188.945312
	Iteration 24Q: 3 clusters Score -1481920 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1481947.750000 Penalty: 3188.945312
	Iteration 25Q: 3 clusters Score -1481948 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1481964.750000 Penalty: 3188.945312
	Iteration 26Q: 3 clusters Score -1481965 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1481977.375000 Penalty: 3188.945312
	Iteration 27Q: 3 clusters Score -1481977 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1481986.875000 Penalty: 3188.945312
	Iteration 28Q: 3 clusters Score -1481987 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1481994.500000 Penalty: 3188.945312
	Iteration 29Q: 3 clusters Score -1481994 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1482006.125000 Penalty: 3188.945312
	Iteration 30Q: 3 clusters Score -1482006 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1482011.000000 Penalty: 3188.945312
	Iteration 31Q: 3 clusters Score -1482011 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1482017.000000 Penalty: 3188.945312
	Iteration 32Q: 3 clusters Score -1482017 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1482019.000000 Penalty: 3188.945312
	Iteration 33Q: 3 clusters Score -1482019 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1482026.625000 Penalty: 3188.945312
	Iteration 34Q: 3 clusters Score -1482027 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1482030.625000 Penalty: 3188.945312
	Iteration 35Q: 3 clusters Score -1482031 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1482033.375000 Penalty: 3188.945312
	Iteration 36Q: 3 clusters Score -1482033 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1482036.250000 Penalty: 3188.945312
	Iteration 37Q: 3 clusters Score -1482036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1482042.750000 Penalty: 3188.945312
	Iteration 38Q: 3 clusters Score -1482043 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1482046.125000 Penalty: 3188.945312
	Iteration 39Q: 3 clusters Score -1482046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1482050.625000 Penalty: 3188.945312
	Iteration 40F: 3 clusters Score -1482051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1482057.000000 Penalty: 3188.945312
	Iteration 41Q: 3 clusters Score -1482057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1482057.500000 Penalty: 3188.945312
	Iteration 42Q: 3 clusters Score -1482058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1482062.625000 Penalty: 3188.945312
	Iteration 43Q: 3 clusters Score -1482063 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1482059.500000 Penalty: 3188.945312
	Iteration 44Q: 3 clusters Score -1482060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1482059.750000 Penalty: 3188.945312
	Iteration 45Q: 3 clusters Score -1482060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1482062.375000 Penalty: 3188.945312
	Iteration 46Q: 3 clusters Score -1482062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1482071.625000 Penalty: 3188.945312
	Iteration 47Q: 3 clusters Score -1482072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1482074.125000 Penalty: 3188.945312
	Iteration 48Q: 3 clusters Score -1482074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1482078.500000 Penalty: 3188.945312
	Iteration 49Q: 3 clusters Score -1482078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1482077.375000 Penalty: 3188.945312
	Iteration 50Q: 3 clusters Score -1482077 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1482079.625000 Penalty: 3188.945312
	Iteration 51Q: 3 clusters Score -1482080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1482082.375000 Penalty: 3188.945312
	Iteration 52Q: 3 clusters Score -1482082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1482083.250000 Penalty: 3188.945312
	Iteration 53Q: 3 clusters Score -1482083 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1482090.375000 Penalty: 3188.945312
	Iteration 54Q: 3 clusters Score -1482090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1482090.625000 Penalty: 3188.945312
	Iteration 55Q: 3 clusters Score -1482091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1482092.500000 Penalty: 3188.945312
	Iteration 56Q: 3 clusters Score -1482092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1482099.375000 Penalty: 3188.945312
	Iteration 57Q: 3 clusters Score -1482099 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1482100.000000 Penalty: 3188.945312
	Iteration 58Q: 3 clusters Score -1482100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1482104.625000 Penalty: 3188.945312
	Iteration 59Q: 3 clusters Score -1482105 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1482112.750000 Penalty: 3188.945312
	Iteration 60F: 3 clusters Score -1482113 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1482112.750000 Penalty: 3188.945312
	Iteration 61Q: 3 clusters Score -1482113 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1482122.875000 Penalty: 3188.945312
	Iteration 62Q: 3 clusters Score -1482123 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1482127.750000 Penalty: 3188.945312
	Iteration 63Q: 3 clusters Score -1482128 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1482135.750000 Penalty: 3188.945312
	Iteration 64Q: 3 clusters Score -1482136 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1482150.375000 Penalty: 3188.945312
	Iteration 65Q: 3 clusters Score -1482150 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1482160.000000 Penalty: 3188.945312
	Iteration 66Q: 3 clusters Score -1482160 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1482179.000000 Penalty: 3188.945312
	Iteration 67Q: 3 clusters Score -1482179 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1482189.125000 Penalty: 3188.945312
	Iteration 68Q: 3 clusters Score -1482189 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1482195.625000 Penalty: 3188.945312
	Iteration 69Q: 3 clusters Score -1482196 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1482211.125000 Penalty: 3188.945312
	Iteration 70Q: 3 clusters Score -1482211 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1482219.875000 Penalty: 3188.945312
	Iteration 71Q: 3 clusters Score -1482220 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1482223.500000 Penalty: 3188.945312
	Iteration 72Q: 3 clusters Score -1482224 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1482236.500000 Penalty: 3188.945312
	Iteration 73Q: 3 clusters Score -1482236 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1482235.125000 Penalty: 3188.945312
	Iteration 74Q: 3 clusters Score -1482235 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1482242.500000 Penalty: 3188.945312
	Iteration 75Q: 3 clusters Score -1482242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1482245.625000 Penalty: 3188.945312
	Iteration 76Q: 3 clusters Score -1482246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1482247.500000 Penalty: 3188.945312
	Iteration 77Q: 3 clusters Score -1482248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1482249.750000 Penalty: 3188.945312
	Iteration 78Q: 3 clusters Score -1482250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1482249.750000 Penalty: 3188.945312
	Iteration 79Q: 3 clusters Score -1482250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1482249.125000 Penalty: 3188.945312
	Iteration 80F: 3 clusters Score -1482249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1482250.750000 Penalty: 3188.945312
	Iteration 81Q: 3 clusters Score -1482251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1482251.125000 Penalty: 3188.945312
	Iteration 82Q: 3 clusters Score -1482251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1482253.125000 Penalty: 3188.945312
	Iteration 83Q: 3 clusters Score -1482253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1482253.750000 Penalty: 3188.945312
	Iteration 84Q: 3 clusters Score -1482254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1482253.625000 Penalty: 3188.945312
	Iteration 85Q: 3 clusters Score -1482254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1482253.375000 Penalty: 3188.945312
	Iteration 86Q: 3 clusters Score -1482253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1482255.375000 Penalty: 3188.945312
	Iteration 87Q: 3 clusters Score -1482255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1482257.250000 Penalty: 3188.945312
	Iteration 88Q: 3 clusters Score -1482257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1482255.875000 Penalty: 3188.945312
	Iteration 89Q: 3 clusters Score -1482256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1482254.875000 Penalty: 3188.945312
	Iteration 90Q: 3 clusters Score -1482255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1482254.375000 Penalty: 3188.945312
	Iteration 91Q: 3 clusters Score -1482254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1482254.375000 Penalty: 3188.945312
	Iteration 92Q: 3 clusters Score -1482254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1482261.500000 Penalty: 3188.945312
	Iteration 93Q: 3 clusters Score -1482262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1482260.250000 Penalty: 3188.945312
	Iteration 94Q: 3 clusters Score -1482260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1482263.625000 Penalty: 3188.945312
	Iteration 95Q: 3 clusters Score -1482264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1482262.625000 Penalty: 3188.945312
	Iteration 96Q: 3 clusters Score -1482263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1482261.625000 Penalty: 3188.945312
	Iteration 97Q: 3 clusters Score -1482262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1482266.625000 Penalty: 3188.945312
	Iteration 98Q: 3 clusters Score -1482267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1482264.875000 Penalty: 3188.945312
	Iteration 99Q: 3 clusters Score -1482265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1482269.125000 Penalty: 3188.945312
	Iteration 100F: 3 clusters Score -1482269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1482268.500000 Penalty: 3188.945312
	Iteration 101Q: 3 clusters Score -1482268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1482269.500000 Penalty: 3188.945312
	Iteration 102Q: 3 clusters Score -1482270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1482269.500000 Penalty: 3188.945312
	Iteration 103F: 3 clusters Score -1482270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Entering Unmasked Estep 
Score: -47240.214844 Penalty: 1035.941528
	Iteration 0F: 2 clusters Score -47240.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -46100.925781 Penalty: 2071.883057
	Iteration 0F: 3 clusters Score -46100.93 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -46305.292969 Penalty: 2071.883057
	Iteration 1F: 3 clusters Score -46305.29 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -46416.082031 Penalty: 2071.883057
	Iteration 2F: 3 clusters Score -46416.08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -46545.761719 Penalty: 2071.883057
	Iteration 3F: 3 clusters Score -46545.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -46664.113281 Penalty: 2071.883057
	Iteration 4Q: 3 clusters Score -46664.11 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -46751.460938 Penalty: 2071.883057
	Iteration 5F: 3 clusters Score -46751.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -46798.667969 Penalty: 2071.883057
	Iteration 6Q: 3 clusters Score -46798.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -46830.273438 Penalty: 2071.883057
	Iteration 7Q: 3 clusters Score -46830.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -46838.792969 Penalty: 2071.883057
	Iteration 8Q: 3 clusters Score -46838.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -46842.539062 Penalty: 2071.883057
	Iteration 9Q: 3 clusters Score -46842.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -46848.218750 Penalty: 2071.883057
	Iteration 10Q: 3 clusters Score -46848.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -46851.054688 Penalty: 2071.883057
	Iteration 11Q: 3 clusters Score -46851.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -46852.132812 Penalty: 2071.883057
	Iteration 12Q: 3 clusters Score -46852.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -46852.132812 Penalty: 2071.883057
	Iteration 13F: 3 clusters Score -46852.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Entering Unmasked Estep 
Score: -143322.281250 Penalty: 1198.885864
	Iteration 0F: 2 clusters Score -143322.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -141533.031250 Penalty: 2397.771729
	Iteration 0F: 3 clusters Score -141533 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -141879.921875 Penalty: 2397.771729
	Iteration 1F: 3 clusters Score -141879.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -141958.828125 Penalty: 2397.771729
	Iteration 2F: 3 clusters Score -141958.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -142009.546875 Penalty: 2397.771729
	Iteration 3Q: 3 clusters Score -142009.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -142040.218750 Penalty: 2397.771729
	Iteration 4Q: 3 clusters Score -142040.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -142052.765625 Penalty: 2397.771729
	Iteration 5Q: 3 clusters Score -142052.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -142062.515625 Penalty: 2397.771729
	Iteration 6Q: 3 clusters Score -142062.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -142069.359375 Penalty: 2397.771729
	Iteration 7Q: 3 clusters Score -142069.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -142072.437500 Penalty: 2397.771729
	Iteration 8Q: 3 clusters Score -142072.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -142073.703125 Penalty: 2397.771729
	Iteration 9Q: 3 clusters Score -142073.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -142074.765625 Penalty: 2397.771729
	Iteration 10Q: 3 clusters Score -142074.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -142074.984375 Penalty: 2397.771729
	Iteration 11Q: 3 clusters Score -142075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -142075.109375 Penalty: 2397.771729
	Iteration 12Q: 3 clusters Score -142075.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -142075.109375 Penalty: 2397.771729
	Iteration 13F: 3 clusters Score -142075.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Entering Unmasked Estep 
Score: -284461.000000 Penalty: 1316.226929
	Iteration 0F: 2 clusters Score -284461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -281544.500000 Penalty: 2632.453857
	Iteration 0F: 3 clusters Score -281544.5 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -282327.531250 Penalty: 2632.453857
	Iteration 1F: 3 clusters Score -282327.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -282515.250000 Penalty: 2632.453857
	Iteration 2F: 3 clusters Score -282515.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -282651.375000 Penalty: 2632.453857
	Iteration 3F: 3 clusters Score -282651.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -282749.562500 Penalty: 2632.453857
	Iteration 4Q: 3 clusters Score -282749.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -282826.656250 Penalty: 2632.453857
	Iteration 5Q: 3 clusters Score -282826.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -282887.062500 Penalty: 2632.453857
	Iteration 6Q: 3 clusters Score -282887.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -282929.468750 Penalty: 2632.453857
	Iteration 7Q: 3 clusters Score -282929.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -282955.781250 Penalty: 2632.453857
	Iteration 8Q: 3 clusters Score -282955.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -282975.843750 Penalty: 2632.453857
	Iteration 9Q: 3 clusters Score -282975.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -282989.906250 Penalty: 2632.453857
	Iteration 10Q: 3 clusters Score -282989.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -283001.218750 Penalty: 2632.453857
	Iteration 11Q: 3 clusters Score -283001.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -283013.218750 Penalty: 2632.453857
	Iteration 12Q: 3 clusters Score -283013.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -283020.093750 Penalty: 2632.453857
	Iteration 13Q: 3 clusters Score -283020.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -283026.406250 Penalty: 2632.453857
	Iteration 14Q: 3 clusters Score -283026.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -283035.343750 Penalty: 2632.453857
	Iteration 15Q: 3 clusters Score -283035.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -283044.375000 Penalty: 2632.453857
	Iteration 16Q: 3 clusters Score -283044.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -283051.406250 Penalty: 2632.453857
	Iteration 17Q: 3 clusters Score -283051.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -283059.187500 Penalty: 2632.453857
	Iteration 18Q: 3 clusters Score -283059.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -283064.843750 Penalty: 2632.453857
	Iteration 19Q: 3 clusters Score -283064.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -283068.468750 Penalty: 2632.453857
	Iteration 20F: 3 clusters Score -283068.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -283071.593750 Penalty: 2632.453857
	Iteration 21Q: 3 clusters Score -283071.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -283076.281250 Penalty: 2632.453857
	Iteration 22Q: 3 clusters Score -283076.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -283079.625000 Penalty: 2632.453857
	Iteration 23Q: 3 clusters Score -283079.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -283082.468750 Penalty: 2632.453857
	Iteration 24Q: 3 clusters Score -283082.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -283084.687500 Penalty: 2632.453857
	Iteration 25Q: 3 clusters Score -283084.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -283087.468750 Penalty: 2632.453857
	Iteration 26Q: 3 clusters Score -283087.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -283090.250000 Penalty: 2632.453857
	Iteration 27Q: 3 clusters Score -283090.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -283092.468750 Penalty: 2632.453857
	Iteration 28Q: 3 clusters Score -283092.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -283094.500000 Penalty: 2632.453857
	Iteration 29Q: 3 clusters Score -283094.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -283097.218750 Penalty: 2632.453857
	Iteration 30Q: 3 clusters Score -283097.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -283100.375000 Penalty: 2632.453857
	Iteration 31Q: 3 clusters Score -283100.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -283105.187500 Penalty: 2632.453857
	Iteration 32Q: 3 clusters Score -283105.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -283107.906250 Penalty: 2632.453857
	Iteration 33Q: 3 clusters Score -283107.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -283113.156250 Penalty: 2632.453857
	Iteration 34Q: 3 clusters Score -283113.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -283118.937500 Penalty: 2632.453857
	Iteration 35Q: 3 clusters Score -283118.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -283125.593750 Penalty: 2632.453857
	Iteration 36Q: 3 clusters Score -283125.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -283129.375000 Penalty: 2632.453857
	Iteration 37Q: 3 clusters Score -283129.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -283136.062500 Penalty: 2632.453857
	Iteration 38Q: 3 clusters Score -283136.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -283143.562500 Penalty: 2632.453857
	Iteration 39Q: 3 clusters Score -283143.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -283148.656250 Penalty: 2632.453857
	Iteration 40F: 3 clusters Score -283148.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -283155.375000 Penalty: 2632.453857
	Iteration 41Q: 3 clusters Score -283155.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -283162.375000 Penalty: 2632.453857
	Iteration 42Q: 3 clusters Score -283162.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -283168.406250 Penalty: 2632.453857
	Iteration 43Q: 3 clusters Score -283168.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -283173.968750 Penalty: 2632.453857
	Iteration 44Q: 3 clusters Score -283174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -283180.937500 Penalty: 2632.453857
	Iteration 45Q: 3 clusters Score -283180.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -283188.531250 Penalty: 2632.453857
	Iteration 46Q: 3 clusters Score -283188.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -283199.750000 Penalty: 2632.453857
	Iteration 47Q: 3 clusters Score -283199.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -283215.343750 Penalty: 2632.453857
	Iteration 48Q: 3 clusters Score -283215.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -283235.843750 Penalty: 2632.453857
	Iteration 49Q: 3 clusters Score -283235.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -283264.781250 Penalty: 2632.453857
	Iteration 50Q: 3 clusters Score -283264.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -283291.375000 Penalty: 2632.453857
	Iteration 51Q: 3 clusters Score -283291.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -283306.875000 Penalty: 2632.453857
	Iteration 52Q: 3 clusters Score -283306.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -283322.875000 Penalty: 2632.453857
	Iteration 53Q: 3 clusters Score -283322.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -283340.531250 Penalty: 2632.453857
	Iteration 54Q: 3 clusters Score -283340.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -283360.718750 Penalty: 2632.453857
	Iteration 55Q: 3 clusters Score -283360.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -283381.687500 Penalty: 2632.453857
	Iteration 56Q: 3 clusters Score -283381.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -283400.375000 Penalty: 2632.453857
	Iteration 57Q: 3 clusters Score -283400.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -283414.343750 Penalty: 2632.453857
	Iteration 58Q: 3 clusters Score -283414.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -283429.937500 Penalty: 2632.453857
	Iteration 59Q: 3 clusters Score -283429.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -283446.687500 Penalty: 2632.453857
	Iteration 60F: 3 clusters Score -283446.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -283461.125000 Penalty: 2632.453857
	Iteration 61Q: 3 clusters Score -283461.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -283474.562500 Penalty: 2632.453857
	Iteration 62Q: 3 clusters Score -283474.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -283487.812500 Penalty: 2632.453857
	Iteration 63Q: 3 clusters Score -283487.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -283496.937500 Penalty: 2632.453857
	Iteration 64Q: 3 clusters Score -283496.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -283501.656250 Penalty: 2632.453857
	Iteration 65Q: 3 clusters Score -283501.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -283505.437500 Penalty: 2632.453857
	Iteration 66Q: 3 clusters Score -283505.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -283509.031250 Penalty: 2632.453857
	Iteration 67Q: 3 clusters Score -283509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -283510.875000 Penalty: 2632.453857
	Iteration 68Q: 3 clusters Score -283510.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -283513.031250 Penalty: 2632.453857
	Iteration 69Q: 3 clusters Score -283513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -283514.687500 Penalty: 2632.453857
	Iteration 70Q: 3 clusters Score -283514.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -283516.750000 Penalty: 2632.453857
	Iteration 71Q: 3 clusters Score -283516.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -283519.500000 Penalty: 2632.453857
	Iteration 72Q: 3 clusters Score -283519.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -283520.343750 Penalty: 2632.453857
	Iteration 73Q: 3 clusters Score -283520.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -283521.437500 Penalty: 2632.453857
	Iteration 74Q: 3 clusters Score -283521.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -283522.718750 Penalty: 2632.453857
	Iteration 75Q: 3 clusters Score -283522.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -283523.687500 Penalty: 2632.453857
	Iteration 76Q: 3 clusters Score -283523.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -283526.375000 Penalty: 2632.453857
	Iteration 77Q: 3 clusters Score -283526.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -283527.875000 Penalty: 2632.453857
	Iteration 78Q: 3 clusters Score -283527.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -283530.531250 Penalty: 2632.453857
	Iteration 79Q: 3 clusters Score -283530.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -283531.812500 Penalty: 2632.453857
	Iteration 80F: 3 clusters Score -283531.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -283532.437500 Penalty: 2632.453857
	Iteration 81Q: 3 clusters Score -283532.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -283532.968750 Penalty: 2632.453857
	Iteration 82Q: 3 clusters Score -283533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -283534.218750 Penalty: 2632.453857
	Iteration 83Q: 3 clusters Score -283534.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -283534.250000 Penalty: 2632.453857
	Iteration 84Q: 3 clusters Score -283534.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -283535.156250 Penalty: 2632.453857
	Iteration 85Q: 3 clusters Score -283535.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -283535.812500 Penalty: 2632.453857
	Iteration 86Q: 3 clusters Score -283535.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -283537.062500 Penalty: 2632.453857
	Iteration 87Q: 3 clusters Score -283537.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -283537.062500 Penalty: 2632.453857
	Iteration 88F: 3 clusters Score -283537.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (114638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114638 members 
Entering Unmasked Estep 
Score: -10544337.000000 Penalty: 1893.049316
	Iteration 0F: 2 clusters Score -1.054434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57338 members 
Mstep: Class 2 contains 57300 members 
Entering Unmasked Estep 
Score: -10467765.000000 Penalty: 3786.098633
	Iteration 0F: 3 clusters Score -1.046776e+07 nChanged 54873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57533 members 
Mstep: Class 2 contains 57105 members 
Entering Unmasked Estep 
Score: -10499096.000000 Penalty: 3786.098633
	Iteration 1F: 3 clusters Score -1.04991e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57854 members 
Mstep: Class 2 contains 56784 members 
Entering Unmasked Estep 
Score: -10499714.000000 Penalty: 3786.098633
	Iteration 2Q: 3 clusters Score -1.049971e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58403 members 
Mstep: Class 2 contains 56235 members 
Entering Unmasked Estep 
Score: -10500342.000000 Penalty: 3786.098633
	Iteration 3Q: 3 clusters Score -1.050034e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59156 members 
Mstep: Class 2 contains 55482 members 
Entering Unmasked Estep 
Score: -10501032.000000 Penalty: 3786.098633
	Iteration 4Q: 3 clusters Score -1.050103e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60246 members 
Mstep: Class 2 contains 54392 members 
Entering Unmasked Estep 
Score: -10501828.000000 Penalty: 3786.098633
	Iteration 5Q: 3 clusters Score -1.050183e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61973 members 
Mstep: Class 2 contains 52665 members 
Entering Unmasked Estep 
Score: -10502807.000000 Penalty: 3786.098633
	Iteration 6Q: 3 clusters Score -1.050281e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64387 members 
Mstep: Class 2 contains 50251 members 
Entering Unmasked Estep 
Score: -10504312.000000 Penalty: 3786.098633
	Iteration 7Q: 3 clusters Score -1.050431e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67901 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -10506380.000000 Penalty: 3786.098633
	Iteration 8Q: 3 clusters Score -1.050638e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72592 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -10509546.000000 Penalty: 3786.098633
	Iteration 9Q: 3 clusters Score -1.050955e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78570 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -10514224.000000 Penalty: 3786.098633
	Iteration 10F: 3 clusters Score -1.051422e+07 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85275 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -10520027.000000 Penalty: 3786.098633
	Iteration 11F: 3 clusters Score -1.052003e+07 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91707 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -10525805.000000 Penalty: 3786.098633
	Iteration 12F: 3 clusters Score -1.05258e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97142 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -10530721.000000 Penalty: 3786.098633
	Iteration 13F: 3 clusters Score -1.053072e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101223 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -10534109.000000 Penalty: 3786.098633
	Iteration 14Q: 3 clusters Score -1.053411e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104243 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -10536308.000000 Penalty: 3786.098633
	Iteration 15Q: 3 clusters Score -1.053631e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106530 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -10537772.000000 Penalty: 3786.098633
	Iteration 16Q: 3 clusters Score -1.053777e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108415 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -10538981.000000 Penalty: 3786.098633
	Iteration 17Q: 3 clusters Score -1.053898e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109973 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -10539940.000000 Penalty: 3786.098633
	Iteration 18Q: 3 clusters Score -1.053994e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111244 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -10540718.000000 Penalty: 3786.098633
	Iteration 19Q: 3 clusters Score -1.054072e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112217 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -10541302.000000 Penalty: 3786.098633
	Iteration 20F: 3 clusters Score -1.05413e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112937 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -10541788.000000 Penalty: 3786.098633
	Iteration 21Q: 3 clusters Score -1.054179e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113405 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -10542060.000000 Penalty: 3786.098633
	Iteration 22Q: 3 clusters Score -1.054206e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113704 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -10542228.000000 Penalty: 3786.098633
	Iteration 23Q: 3 clusters Score -1.054223e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113907 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -10542322.000000 Penalty: 3786.098633
	Iteration 24Q: 3 clusters Score -1.054232e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114029 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -10542407.000000 Penalty: 3786.098633
	Iteration 25Q: 3 clusters Score -1.054241e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114107 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -10542500.000000 Penalty: 3786.098633
	Iteration 26Q: 3 clusters Score -1.05425e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114161 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -10542546.000000 Penalty: 3786.098633
	Iteration 27Q: 3 clusters Score -1.054255e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114197 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -10542569.000000 Penalty: 3786.098633
	Iteration 28Q: 3 clusters Score -1.054257e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114218 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -10542589.000000 Penalty: 3786.098633
	Iteration 29Q: 3 clusters Score -1.054259e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114234 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -10542610.000000 Penalty: 3786.098633
	Iteration 30Q: 3 clusters Score -1.054261e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114246 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -10542634.000000 Penalty: 3786.098633
	Iteration 31Q: 3 clusters Score -1.054263e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114256 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -10542632.000000 Penalty: 3786.098633
	Iteration 32Q: 3 clusters Score -1.054263e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114262 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -10542640.000000 Penalty: 3786.098633
	Iteration 33Q: 3 clusters Score -1.054264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114262 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -10542634.000000 Penalty: 3786.098633
	Iteration 34Q: 3 clusters Score -1.054263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114263 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -10542635.000000 Penalty: 3786.098633
	Iteration 35Q: 3 clusters Score -1.054264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114265 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -10542636.000000 Penalty: 3786.098633
	Iteration 36Q: 3 clusters Score -1.054264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114268 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -10542635.000000 Penalty: 3786.098633
	Iteration 37Q: 3 clusters Score -1.054264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114270 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -10542639.000000 Penalty: 3786.098633
	Iteration 38Q: 3 clusters Score -1.054264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114272 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -10542637.000000 Penalty: 3786.098633
	Iteration 39Q: 3 clusters Score -1.054264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114274 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -10542638.000000 Penalty: 3786.098633
	Iteration 40F: 3 clusters Score -1.054264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114277 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -10542636.000000 Penalty: 3786.098633
	Iteration 41Q: 3 clusters Score -1.054264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114280 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -10542637.000000 Penalty: 3786.098633
	Iteration 42Q: 3 clusters Score -1.054264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114284 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -10542638.000000 Penalty: 3786.098633
	Iteration 43Q: 3 clusters Score -1.054264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114287 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -10542651.000000 Penalty: 3786.098633
	Iteration 44Q: 3 clusters Score -1.054265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114290 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -10542659.000000 Penalty: 3786.098633
	Iteration 45Q: 3 clusters Score -1.054266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114294 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -10542660.000000 Penalty: 3786.098633
	Iteration 46Q: 3 clusters Score -1.054266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114297 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -10542660.000000 Penalty: 3786.098633
	Iteration 47Q: 3 clusters Score -1.054266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114300 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -10542664.000000 Penalty: 3786.098633
	Iteration 48Q: 3 clusters Score -1.054266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114303 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -10542662.000000 Penalty: 3786.098633
	Iteration 49Q: 3 clusters Score -1.054266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114306 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -10542672.000000 Penalty: 3786.098633
	Iteration 50Q: 3 clusters Score -1.054267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114307 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -10542674.000000 Penalty: 3786.098633
	Iteration 51Q: 3 clusters Score -1.054267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114308 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -10542670.000000 Penalty: 3786.098633
	Iteration 52Q: 3 clusters Score -1.054267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114310 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -10542670.000000 Penalty: 3786.098633
	Iteration 53Q: 3 clusters Score -1.054267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114314 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -10542665.000000 Penalty: 3786.098633
	Iteration 54Q: 3 clusters Score -1.054266e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114314 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -10542665.000000 Penalty: 3786.098633
	Iteration 55F: 3 clusters Score -1.054266e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (82347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82347 members 
Entering Unmasked Estep 
Score: -7606411.000000 Penalty: 1839.288208
	Iteration 0F: 2 clusters Score -7606411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -7551299.000000 Penalty: 3678.576416
	Iteration 0F: 3 clusters Score -7551299 nChanged 39328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -7574160.000000 Penalty: 3678.576416
	Iteration 1F: 3 clusters Score -7574160 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 42748 members 
Entering Unmasked Estep 
Score: -7575028.500000 Penalty: 3678.576416
	Iteration 2Q: 3 clusters Score -7575028 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -7576459.500000 Penalty: 3678.576416
	Iteration 3Q: 3 clusters Score -7576460 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 44992 members 
Entering Unmasked Estep 
Score: -7578524.500000 Penalty: 3678.576416
	Iteration 4Q: 3 clusters Score -7578524 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
Score: -7581803.000000 Penalty: 3678.576416
	Iteration 5F: 3 clusters Score -7581803 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 49199 members 
Entering Unmasked Estep 
Score: -7585987.500000 Penalty: 3678.576416
	Iteration 6F: 3 clusters Score -7585988 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 51518 members 
Entering Unmasked Estep 
Score: -7590058.500000 Penalty: 3678.576416
	Iteration 7F: 3 clusters Score -7590058 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 53341 members 
Entering Unmasked Estep 
Score: -7592804.000000 Penalty: 3678.576416
	Iteration 8F: 3 clusters Score -7592804 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 54852 members 
Entering Unmasked Estep 
Score: -7594188.000000 Penalty: 3678.576416
	Iteration 9Q: 3 clusters Score -7594188 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 56231 members 
Entering Unmasked Estep 
Score: -7594955.500000 Penalty: 3678.576416
	Iteration 10Q: 3 clusters Score -7594956 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 57647 members 
Entering Unmasked Estep 
Score: -7595615.500000 Penalty: 3678.576416
	Iteration 11Q: 3 clusters Score -7595616 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 59126 members 
Entering Unmasked Estep 
Score: -7596181.000000 Penalty: 3678.576416
	Iteration 12Q: 3 clusters Score -7596181 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 60587 members 
Entering Unmasked Estep 
Score: -7596806.500000 Penalty: 3678.576416
	Iteration 13Q: 3 clusters Score -7596806 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 62036 members 
Entering Unmasked Estep 
Score: -7597423.000000 Penalty: 3678.576416
	Iteration 14Q: 3 clusters Score -7597423 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 63447 members 
Entering Unmasked Estep 
Score: -7597995.500000 Penalty: 3678.576416
	Iteration 15Q: 3 clusters Score -7597996 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 64905 members 
Entering Unmasked Estep 
Score: -7598663.000000 Penalty: 3678.576416
	Iteration 16Q: 3 clusters Score -7598663 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 66443 members 
Entering Unmasked Estep 
Score: -7599379.000000 Penalty: 3678.576416
	Iteration 17Q: 3 clusters Score -7599379 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 68017 members 
Entering Unmasked Estep 
Score: -7600225.000000 Penalty: 3678.576416
	Iteration 18Q: 3 clusters Score -7600225 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 69607 members 
Entering Unmasked Estep 
Score: -7601178.000000 Penalty: 3678.576416
	Iteration 19Q: 3 clusters Score -7601178 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 71122 members 
Entering Unmasked Estep 
Score: -7602172.500000 Penalty: 3678.576416
	Iteration 20F: 3 clusters Score -7602172 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 72502 members 
Entering Unmasked Estep 
Score: -7603210.500000 Penalty: 3678.576416
	Iteration 21Q: 3 clusters Score -7603210 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 73689 members 
Entering Unmasked Estep 
Score: -7604077.000000 Penalty: 3678.576416
	Iteration 22Q: 3 clusters Score -7604077 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 74610 members 
Entering Unmasked Estep 
Score: -7604692.000000 Penalty: 3678.576416
	Iteration 23Q: 3 clusters Score -7604692 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 75346 members 
Entering Unmasked Estep 
Score: -7605086.000000 Penalty: 3678.576416
	Iteration 24Q: 3 clusters Score -7605086 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 75930 members 
Entering Unmasked Estep 
Score: -7605388.000000 Penalty: 3678.576416
	Iteration 25Q: 3 clusters Score -7605388 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 76375 members 
Entering Unmasked Estep 
Score: -7605570.000000 Penalty: 3678.576416
	Iteration 26Q: 3 clusters Score -7605570 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 76715 members 
Entering Unmasked Estep 
Score: -7605652.000000 Penalty: 3678.576416
	Iteration 27Q: 3 clusters Score -7605652 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 77009 members 
Entering Unmasked Estep 
Score: -7605735.000000 Penalty: 3678.576416
	Iteration 28Q: 3 clusters Score -7605735 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 77267 members 
Entering Unmasked Estep 
Score: -7605763.000000 Penalty: 3678.576416
	Iteration 29Q: 3 clusters Score -7605763 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 77477 members 
Entering Unmasked Estep 
Score: -7605809.500000 Penalty: 3678.576416
	Iteration 30Q: 3 clusters Score -7605810 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 77665 members 
Entering Unmasked Estep 
Score: -7605854.500000 Penalty: 3678.576416
	Iteration 31Q: 3 clusters Score -7605854 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 77822 members 
Entering Unmasked Estep 
Score: -7605895.500000 Penalty: 3678.576416
	Iteration 32Q: 3 clusters Score -7605896 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 77952 members 
Entering Unmasked Estep 
Score: -7605941.500000 Penalty: 3678.576416
	Iteration 33Q: 3 clusters Score -7605942 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 78080 members 
Entering Unmasked Estep 
Score: -7605954.500000 Penalty: 3678.576416
	Iteration 34Q: 3 clusters Score -7605954 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 78178 members 
Entering Unmasked Estep 
Score: -7605943.500000 Penalty: 3678.576416
	Iteration 35Q: 3 clusters Score -7605944 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 78259 members 
Entering Unmasked Estep 
Score: -7605975.000000 Penalty: 3678.576416
	Iteration 36Q: 3 clusters Score -7605975 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 78335 members 
Entering Unmasked Estep 
Score: -7605982.500000 Penalty: 3678.576416
	Iteration 37Q: 3 clusters Score -7605982 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 78394 members 
Entering Unmasked Estep 
Score: -7605997.500000 Penalty: 3678.576416
	Iteration 38Q: 3 clusters Score -7605998 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 78446 members 
Entering Unmasked Estep 
Score: -7606007.000000 Penalty: 3678.576416
	Iteration 39Q: 3 clusters Score -7606007 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 78479 members 
Entering Unmasked Estep 
Score: -7606007.500000 Penalty: 3678.576416
	Iteration 40F: 3 clusters Score -7606008 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 78511 members 
Entering Unmasked Estep 
Score: -7606013.500000 Penalty: 3678.576416
	Iteration 41Q: 3 clusters Score -7606014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 78544 members 
Entering Unmasked Estep 
Score: -7606000.500000 Penalty: 3678.576416
	Iteration 42Q: 3 clusters Score -7606000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 78579 members 
Entering Unmasked Estep 
Score: -7606009.500000 Penalty: 3678.576416
	Iteration 43Q: 3 clusters Score -7606010 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 78618 members 
Entering Unmasked Estep 
Score: -7606009.000000 Penalty: 3678.576416
	Iteration 44Q: 3 clusters Score -7606009 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 78652 members 
Entering Unmasked Estep 
Score: -7606016.500000 Penalty: 3678.576416
	Iteration 45Q: 3 clusters Score -7606016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 78680 members 
Entering Unmasked Estep 
Score: -7606029.500000 Penalty: 3678.576416
	Iteration 46Q: 3 clusters Score -7606030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 78709 members 
Entering Unmasked Estep 
Score: -7606019.500000 Penalty: 3678.576416
	Iteration 47Q: 3 clusters Score -7606020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 78731 members 
Entering Unmasked Estep 
Score: -7606030.500000 Penalty: 3678.576416
	Iteration 48Q: 3 clusters Score -7606030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 78751 members 
Entering Unmasked Estep 
Score: -7606038.500000 Penalty: 3678.576416
	Iteration 49Q: 3 clusters Score -7606038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 78768 members 
Entering Unmasked Estep 
Score: -7606038.500000 Penalty: 3678.576416
	Iteration 50Q: 3 clusters Score -7606038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 78781 members 
Entering Unmasked Estep 
Score: -7606045.500000 Penalty: 3678.576416
	Iteration 51Q: 3 clusters Score -7606046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 78783 members 
Entering Unmasked Estep 
Score: -7606043.000000 Penalty: 3678.576416
	Iteration 52Q: 3 clusters Score -7606043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 78784 members 
Entering Unmasked Estep 
Score: -7606042.500000 Penalty: 3678.576416
	Iteration 53Q: 3 clusters Score -7606042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 78784 members 
Entering Unmasked Estep 
Score: -7606042.500000 Penalty: 3678.576416
	Iteration 54F: 3 clusters Score -7606042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (124391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124391 members 
Entering Unmasked Estep 
Score: -11796989.000000 Penalty: 1906.317505
	Iteration 0F: 2 clusters Score -1.179699e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62182 members 
Mstep: Class 2 contains 62209 members 
Entering Unmasked Estep 
Score: -11713621.000000 Penalty: 3812.635010
	Iteration 0F: 3 clusters Score -1.171362e+07 nChanged 59839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62019 members 
Mstep: Class 2 contains 62372 members 
Entering Unmasked Estep 
Score: -11749393.000000 Penalty: 3812.635010
	Iteration 1F: 3 clusters Score -1.174939e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62040 members 
Mstep: Class 2 contains 62351 members 
Entering Unmasked Estep 
Score: -11750311.000000 Penalty: 3812.635010
	Iteration 2Q: 3 clusters Score -1.175031e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62132 members 
Mstep: Class 2 contains 62259 members 
Entering Unmasked Estep 
Score: -11751422.000000 Penalty: 3812.635010
	Iteration 3Q: 3 clusters Score -1.175142e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62193 members 
Mstep: Class 2 contains 62198 members 
Entering Unmasked Estep 
Score: -11752935.000000 Penalty: 3812.635010
	Iteration 4Q: 3 clusters Score -1.175294e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62211 members 
Mstep: Class 2 contains 62180 members 
Entering Unmasked Estep 
Score: -11754843.000000 Penalty: 3812.635010
	Iteration 5Q: 3 clusters Score -1.175484e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62057 members 
Mstep: Class 2 contains 62334 members 
Entering Unmasked Estep 
Score: -11756995.000000 Penalty: 3812.635010
	Iteration 6Q: 3 clusters Score -1.1757e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61565 members 
Mstep: Class 2 contains 62826 members 
Entering Unmasked Estep 
Score: -11759647.000000 Penalty: 3812.635010
	Iteration 7Q: 3 clusters Score -1.175965e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60694 members 
Mstep: Class 2 contains 63697 members 
Entering Unmasked Estep 
Score: -11762997.000000 Penalty: 3812.635010
	Iteration 8Q: 3 clusters Score -1.1763e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59530 members 
Mstep: Class 2 contains 64861 members 
Entering Unmasked Estep 
Score: -11766797.000000 Penalty: 3812.635010
	Iteration 9F: 3 clusters Score -1.17668e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58271 members 
Mstep: Class 2 contains 66120 members 
Entering Unmasked Estep 
Score: -11770191.000000 Penalty: 3812.635010
	Iteration 10Q: 3 clusters Score -1.177019e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57172 members 
Mstep: Class 2 contains 67219 members 
Entering Unmasked Estep 
Score: -11772329.000000 Penalty: 3812.635010
	Iteration 11Q: 3 clusters Score -1.177233e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56186 members 
Mstep: Class 2 contains 68205 members 
Entering Unmasked Estep 
Score: -11773241.000000 Penalty: 3812.635010
	Iteration 12Q: 3 clusters Score -1.177324e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55351 members 
Mstep: Class 2 contains 69040 members 
Entering Unmasked Estep 
Score: -11773564.000000 Penalty: 3812.635010
	Iteration 13Q: 3 clusters Score -1.177356e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54415 members 
Mstep: Class 2 contains 69976 members 
Entering Unmasked Estep 
Score: -11773756.000000 Penalty: 3812.635010
	Iteration 14Q: 3 clusters Score -1.177376e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53447 members 
Mstep: Class 2 contains 70944 members 
Entering Unmasked Estep 
Score: -11773951.000000 Penalty: 3812.635010
	Iteration 15Q: 3 clusters Score -1.177395e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 71964 members 
Entering Unmasked Estep 
Score: -11774175.000000 Penalty: 3812.635010
	Iteration 16Q: 3 clusters Score -1.177418e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51375 members 
Mstep: Class 2 contains 73016 members 
Entering Unmasked Estep 
Score: -11774341.000000 Penalty: 3812.635010
	Iteration 17Q: 3 clusters Score -1.177434e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50206 members 
Mstep: Class 2 contains 74185 members 
Entering Unmasked Estep 
Score: -11774611.000000 Penalty: 3812.635010
	Iteration 18Q: 3 clusters Score -1.177461e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48938 members 
Mstep: Class 2 contains 75453 members 
Entering Unmasked Estep 
Score: -11774919.000000 Penalty: 3812.635010
	Iteration 19Q: 3 clusters Score -1.177492e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Mstep: Class 2 contains 76915 members 
Entering Unmasked Estep 
Score: -11775227.000000 Penalty: 3812.635010
	Iteration 20F: 3 clusters Score -1.177523e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 78430 members 
Entering Unmasked Estep 
Score: -11775527.000000 Penalty: 3812.635010
	Iteration 21Q: 3 clusters Score -1.177553e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 80026 members 
Entering Unmasked Estep 
Score: -11775934.000000 Penalty: 3812.635010
	Iteration 22Q: 3 clusters Score -1.177593e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42628 members 
Mstep: Class 2 contains 81763 members 
Entering Unmasked Estep 
Score: -11776429.000000 Penalty: 3812.635010
	Iteration 23Q: 3 clusters Score -1.177643e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 83638 members 
Entering Unmasked Estep 
Score: -11776995.000000 Penalty: 3812.635010
	Iteration 24Q: 3 clusters Score -1.1777e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 85627 members 
Entering Unmasked Estep 
Score: -11777738.000000 Penalty: 3812.635010
	Iteration 25Q: 3 clusters Score -1.177774e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 87716 members 
Entering Unmasked Estep 
Score: -11778525.000000 Penalty: 3812.635010
	Iteration 26Q: 3 clusters Score -1.177852e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 89876 members 
Entering Unmasked Estep 
Score: -11779322.000000 Penalty: 3812.635010
	Iteration 27Q: 3 clusters Score -1.177932e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 92144 members 
Entering Unmasked Estep 
Score: -11780120.000000 Penalty: 3812.635010
	Iteration 28Q: 3 clusters Score -1.178012e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 94522 members 
Entering Unmasked Estep 
Score: -11781116.000000 Penalty: 3812.635010
	Iteration 29Q: 3 clusters Score -1.178112e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 96953 members 
Entering Unmasked Estep 
Score: -11782013.000000 Penalty: 3812.635010
	Iteration 30Q: 3 clusters Score -1.178201e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 99396 members 
Entering Unmasked Estep 
Score: -11783140.000000 Penalty: 3812.635010
	Iteration 31Q: 3 clusters Score -1.178314e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 101878 members 
Entering Unmasked Estep 
Score: -11784381.000000 Penalty: 3812.635010
	Iteration 32Q: 3 clusters Score -1.178438e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 104353 members 
Entering Unmasked Estep 
Score: -11785626.000000 Penalty: 3812.635010
	Iteration 33Q: 3 clusters Score -1.178563e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 106750 members 
Entering Unmasked Estep 
Score: -11786914.000000 Penalty: 3812.635010
	Iteration 34Q: 3 clusters Score -1.178691e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 108952 members 
Entering Unmasked Estep 
Score: -11788083.000000 Penalty: 3812.635010
	Iteration 35Q: 3 clusters Score -1.178808e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 110952 members 
Entering Unmasked Estep 
Score: -11789060.000000 Penalty: 3812.635010
	Iteration 36Q: 3 clusters Score -1.178906e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 112754 members 
Entering Unmasked Estep 
Score: -11790006.000000 Penalty: 3812.635010
	Iteration 37Q: 3 clusters Score -1.179001e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 114348 members 
Entering Unmasked Estep 
Score: -11790732.000000 Penalty: 3812.635010
	Iteration 38Q: 3 clusters Score -1.179073e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 115719 members 
Entering Unmasked Estep 
Score: -11791446.000000 Penalty: 3812.635010
	Iteration 39Q: 3 clusters Score -1.179145e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 116892 members 
Entering Unmasked Estep 
Score: -11792052.000000 Penalty: 3812.635010
	Iteration 40F: 3 clusters Score -1.179205e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 118061 members 
Entering Unmasked Estep 
Score: -11792729.000000 Penalty: 3812.635010
	Iteration 41Q: 3 clusters Score -1.179273e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 119053 members 
Entering Unmasked Estep 
Score: -11793258.000000 Penalty: 3812.635010
	Iteration 42Q: 3 clusters Score -1.179326e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 119853 members 
Entering Unmasked Estep 
Score: -11793701.000000 Penalty: 3812.635010
	Iteration 43Q: 3 clusters Score -1.17937e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 120527 members 
Entering Unmasked Estep 
Score: -11794050.000000 Penalty: 3812.635010
	Iteration 44Q: 3 clusters Score -1.179405e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 121062 members 
Entering Unmasked Estep 
Score: -11794316.000000 Penalty: 3812.635010
	Iteration 45Q: 3 clusters Score -1.179432e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 121511 members 
Entering Unmasked Estep 
Score: -11794526.000000 Penalty: 3812.635010
	Iteration 46Q: 3 clusters Score -1.179453e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 121868 members 
Entering Unmasked Estep 
Score: -11794698.000000 Penalty: 3812.635010
	Iteration 47Q: 3 clusters Score -1.17947e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 122155 members 
Entering Unmasked Estep 
Score: -11794766.000000 Penalty: 3812.635010
	Iteration 48Q: 3 clusters Score -1.179477e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 122386 members 
Entering Unmasked Estep 
Score: -11794867.000000 Penalty: 3812.635010
	Iteration 49Q: 3 clusters Score -1.179487e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 122581 members 
Entering Unmasked Estep 
Score: -11794980.000000 Penalty: 3812.635010
	Iteration 50Q: 3 clusters Score -1.179498e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 122748 members 
Entering Unmasked Estep 
Score: -11795086.000000 Penalty: 3812.635010
	Iteration 51Q: 3 clusters Score -1.179509e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 122884 members 
Entering Unmasked Estep 
Score: -11795141.000000 Penalty: 3812.635010
	Iteration 52Q: 3 clusters Score -1.179514e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 122996 members 
Entering Unmasked Estep 
Score: -11795161.000000 Penalty: 3812.635010
	Iteration 53Q: 3 clusters Score -1.179516e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 123072 members 
Entering Unmasked Estep 
Score: -11795185.000000 Penalty: 3812.635010
	Iteration 54Q: 3 clusters Score -1.179518e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 123134 members 
Entering Unmasked Estep 
Score: -11795214.000000 Penalty: 3812.635010
	Iteration 55Q: 3 clusters Score -1.179521e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 123188 members 
Entering Unmasked Estep 
Score: -11795226.000000 Penalty: 3812.635010
	Iteration 56Q: 3 clusters Score -1.179523e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 123239 members 
Entering Unmasked Estep 
Score: -11795248.000000 Penalty: 3812.635010
	Iteration 57Q: 3 clusters Score -1.179525e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 123287 members 
Entering Unmasked Estep 
Score: -11795259.000000 Penalty: 3812.635010
	Iteration 58Q: 3 clusters Score -1.179526e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 123322 members 
Entering Unmasked Estep 
Score: -11795277.000000 Penalty: 3812.635010
	Iteration 59Q: 3 clusters Score -1.179528e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 123360 members 
Entering Unmasked Estep 
Score: -11795306.000000 Penalty: 3812.635010
	Iteration 60F: 3 clusters Score -1.179531e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 123399 members 
Entering Unmasked Estep 
Score: -11795331.000000 Penalty: 3812.635010
	Iteration 61Q: 3 clusters Score -1.179533e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 123432 members 
Entering Unmasked Estep 
Score: -11795346.000000 Penalty: 3812.635010
	Iteration 62Q: 3 clusters Score -1.179535e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 123447 members 
Entering Unmasked Estep 
Score: -11795351.000000 Penalty: 3812.635010
	Iteration 63Q: 3 clusters Score -1.179535e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 123462 members 
Entering Unmasked Estep 
Score: -11795351.000000 Penalty: 3812.635010
	Iteration 64Q: 3 clusters Score -1.179535e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 123479 members 
Entering Unmasked Estep 
Score: -11795354.000000 Penalty: 3812.635010
	Iteration 65Q: 3 clusters Score -1.179535e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 123498 members 
Entering Unmasked Estep 
Score: -11795364.000000 Penalty: 3812.635010
	Iteration 66Q: 3 clusters Score -1.179536e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 123512 members 
Entering Unmasked Estep 
Score: -11795360.000000 Penalty: 3812.635010
	Iteration 67Q: 3 clusters Score -1.179536e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 123521 members 
Entering Unmasked Estep 
Score: -11795370.000000 Penalty: 3812.635010
	Iteration 68Q: 3 clusters Score -1.179537e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 123531 members 
Entering Unmasked Estep 
Score: -11795371.000000 Penalty: 3812.635010
	Iteration 69Q: 3 clusters Score -1.179537e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 123543 members 
Entering Unmasked Estep 
Score: -11795366.000000 Penalty: 3812.635010
	Iteration 70Q: 3 clusters Score -1.179537e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 123557 members 
Entering Unmasked Estep 
Score: -11795363.000000 Penalty: 3812.635010
	Iteration 71Q: 3 clusters Score -1.179536e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 123566 members 
Entering Unmasked Estep 
Score: -11795369.000000 Penalty: 3812.635010
	Iteration 72Q: 3 clusters Score -1.179537e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 123580 members 
Entering Unmasked Estep 
Score: -11795384.000000 Penalty: 3812.635010
	Iteration 73Q: 3 clusters Score -1.179538e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 123591 members 
Entering Unmasked Estep 
Score: -11795386.000000 Penalty: 3812.635010
	Iteration 74Q: 3 clusters Score -1.179539e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 123603 members 
Entering Unmasked Estep 
Score: -11795399.000000 Penalty: 3812.635010
	Iteration 75Q: 3 clusters Score -1.17954e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 123611 members 
Entering Unmasked Estep 
Score: -11795398.000000 Penalty: 3812.635010
	Iteration 76Q: 3 clusters Score -1.17954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 123616 members 
Entering Unmasked Estep 
Score: -11795393.000000 Penalty: 3812.635010
	Iteration 77Q: 3 clusters Score -1.179539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 123619 members 
Entering Unmasked Estep 
Score: -11795389.000000 Penalty: 3812.635010
	Iteration 78Q: 3 clusters Score -1.179539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 123621 members 
Entering Unmasked Estep 
Score: -11795393.000000 Penalty: 3812.635010
	Iteration 79Q: 3 clusters Score -1.179539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 123623 members 
Entering Unmasked Estep 
Score: -11795386.000000 Penalty: 3812.635010
	Iteration 80F: 3 clusters Score -1.179539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 123626 members 
Entering Unmasked Estep 
Score: -11795388.000000 Penalty: 3812.635010
	Iteration 81Q: 3 clusters Score -1.179539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 123631 members 
Entering Unmasked Estep 
Score: -11795395.000000 Penalty: 3812.635010
	Iteration 82Q: 3 clusters Score -1.17954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 123632 members 
Entering Unmasked Estep 
Score: -11795400.000000 Penalty: 3812.635010
	Iteration 83Q: 3 clusters Score -1.17954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 123634 members 
Entering Unmasked Estep 
Score: -11795400.000000 Penalty: 3812.635010
	Iteration 84Q: 3 clusters Score -1.17954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 123636 members 
Entering Unmasked Estep 
Score: -11795402.000000 Penalty: 3812.635010
	Iteration 85Q: 3 clusters Score -1.17954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 123638 members 
Entering Unmasked Estep 
Score: -11795402.000000 Penalty: 3812.635010
	Iteration 86Q: 3 clusters Score -1.17954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 123640 members 
Entering Unmasked Estep 
Score: -11795402.000000 Penalty: 3812.635010
	Iteration 87Q: 3 clusters Score -1.17954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 123642 members 
Entering Unmasked Estep 
Score: -11795405.000000 Penalty: 3812.635010
	Iteration 88Q: 3 clusters Score -1.17954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 123645 members 
Entering Unmasked Estep 
Score: -11795403.000000 Penalty: 3812.635010
	Iteration 89Q: 3 clusters Score -1.17954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 123648 members 
Entering Unmasked Estep 
Score: -11795403.000000 Penalty: 3812.635010
	Iteration 90Q: 3 clusters Score -1.17954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 123651 members 
Entering Unmasked Estep 
Score: -11795406.000000 Penalty: 3812.635010
	Iteration 91Q: 3 clusters Score -1.179541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 123651 members 
Entering Unmasked Estep 
Score: -11795404.000000 Penalty: 3812.635010
	Iteration 92Q: 3 clusters Score -1.17954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 123653 members 
Entering Unmasked Estep 
Score: -11795403.000000 Penalty: 3812.635010
	Iteration 93Q: 3 clusters Score -1.17954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 123655 members 
Entering Unmasked Estep 
Score: -11795422.000000 Penalty: 3812.635010
	Iteration 94Q: 3 clusters Score -1.179542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 123658 members 
Entering Unmasked Estep 
Score: -11795412.000000 Penalty: 3812.635010
	Iteration 95Q: 3 clusters Score -1.179541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 123661 members 
Entering Unmasked Estep 
Score: -11795408.000000 Penalty: 3812.635010
	Iteration 96Q: 3 clusters Score -1.179541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 123664 members 
Entering Unmasked Estep 
Score: -11795408.000000 Penalty: 3812.635010
	Iteration 97Q: 3 clusters Score -1.179541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 123665 members 
Entering Unmasked Estep 
Score: -11795415.000000 Penalty: 3812.635010
	Iteration 98Q: 3 clusters Score -1.179542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 123668 members 
Entering Unmasked Estep 
Score: -11795420.000000 Penalty: 3812.635010
	Iteration 99Q: 3 clusters Score -1.179542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 123669 members 
Entering Unmasked Estep 
Score: -11795420.000000 Penalty: 3812.635010
	Iteration 100F: 3 clusters Score -1.179542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 123669 members 
Entering Unmasked Estep 
Score: -11795428.000000 Penalty: 3812.635010
	Iteration 101Q: 3 clusters Score -1.179543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 123670 members 
Entering Unmasked Estep 
Score: -11795430.000000 Penalty: 3812.635010
	Iteration 102Q: 3 clusters Score -1.179543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 123671 members 
Entering Unmasked Estep 
Score: -11795433.000000 Penalty: 3812.635010
	Iteration 103Q: 3 clusters Score -1.179543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 123671 members 
Entering Unmasked Estep 
Score: -11795423.000000 Penalty: 3812.635010
	Iteration 104Q: 3 clusters Score -1.179542e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 123671 members 
Entering Unmasked Estep 
Score: -11795423.000000 Penalty: 3812.635010
	Iteration 105F: 3 clusters Score -1.179542e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Entering Unmasked Estep 
Score: -3140721.750000 Penalty: 1696.444580
	Iteration 0F: 2 clusters Score -3140722 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 17184 members 
Entering Unmasked Estep 
Score: -3117685.000000 Penalty: 3392.889160
	Iteration 0F: 3 clusters Score -3117685 nChanged 15866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -3126630.250000 Penalty: 3392.889160
	Iteration 1F: 3 clusters Score -3126630 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -3127068.000000 Penalty: 3392.889160
	Iteration 2Q: 3 clusters Score -3127068 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -3127517.750000 Penalty: 3392.889160
	Iteration 3Q: 3 clusters Score -3127518 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -3127985.500000 Penalty: 3392.889160
	Iteration 4Q: 3 clusters Score -3127986 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -3128564.750000 Penalty: 3392.889160
	Iteration 5Q: 3 clusters Score -3128565 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -3129272.500000 Penalty: 3392.889160
	Iteration 6Q: 3 clusters Score -3129272 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -3130147.000000 Penalty: 3392.889160
	Iteration 7Q: 3 clusters Score -3130147 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -3131162.000000 Penalty: 3392.889160
	Iteration 8F: 3 clusters Score -3131162 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -3132375.250000 Penalty: 3392.889160
	Iteration 9F: 3 clusters Score -3132375 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -3133588.500000 Penalty: 3392.889160
	Iteration 10F: 3 clusters Score -3133588 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -3134565.000000 Penalty: 3392.889160
	Iteration 11Q: 3 clusters Score -3134565 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -3135372.500000 Penalty: 3392.889160
	Iteration 12Q: 3 clusters Score -3135372 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -3136024.000000 Penalty: 3392.889160
	Iteration 13Q: 3 clusters Score -3136024 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -3136494.000000 Penalty: 3392.889160
	Iteration 14Q: 3 clusters Score -3136494 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -3136913.500000 Penalty: 3392.889160
	Iteration 15Q: 3 clusters Score -3136914 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -3137324.000000 Penalty: 3392.889160
	Iteration 16Q: 3 clusters Score -3137324 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -3137718.750000 Penalty: 3392.889160
	Iteration 17Q: 3 clusters Score -3137719 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -3138037.500000 Penalty: 3392.889160
	Iteration 18Q: 3 clusters Score -3138038 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -3138351.500000 Penalty: 3392.889160
	Iteration 19Q: 3 clusters Score -3138352 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -3138601.000000 Penalty: 3392.889160
	Iteration 20F: 3 clusters Score -3138601 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -3138772.750000 Penalty: 3392.889160
	Iteration 21Q: 3 clusters Score -3138773 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -3138910.750000 Penalty: 3392.889160
	Iteration 22Q: 3 clusters Score -3138911 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -3139015.250000 Penalty: 3392.889160
	Iteration 23Q: 3 clusters Score -3139015 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -3139076.000000 Penalty: 3392.889160
	Iteration 24Q: 3 clusters Score -3139076 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -3139130.000000 Penalty: 3392.889160
	Iteration 25Q: 3 clusters Score -3139130 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -3139176.500000 Penalty: 3392.889160
	Iteration 26Q: 3 clusters Score -3139176 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -3139211.000000 Penalty: 3392.889160
	Iteration 27Q: 3 clusters Score -3139211 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -3139228.000000 Penalty: 3392.889160
	Iteration 28Q: 3 clusters Score -3139228 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -3139255.000000 Penalty: 3392.889160
	Iteration 29Q: 3 clusters Score -3139255 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -3139282.250000 Penalty: 3392.889160
	Iteration 30Q: 3 clusters Score -3139282 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -3139304.000000 Penalty: 3392.889160
	Iteration 31Q: 3 clusters Score -3139304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -3139320.250000 Penalty: 3392.889160
	Iteration 32Q: 3 clusters Score -3139320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -3139326.500000 Penalty: 3392.889160
	Iteration 33Q: 3 clusters Score -3139326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -3139329.750000 Penalty: 3392.889160
	Iteration 34Q: 3 clusters Score -3139330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -3139336.250000 Penalty: 3392.889160
	Iteration 35Q: 3 clusters Score -3139336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -3139339.000000 Penalty: 3392.889160
	Iteration 36Q: 3 clusters Score -3139339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -3139339.250000 Penalty: 3392.889160
	Iteration 37Q: 3 clusters Score -3139339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -3139343.500000 Penalty: 3392.889160
	Iteration 38Q: 3 clusters Score -3139344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -3139353.750000 Penalty: 3392.889160
	Iteration 39Q: 3 clusters Score -3139354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -3139359.250000 Penalty: 3392.889160
	Iteration 40F: 3 clusters Score -3139359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -3139366.750000 Penalty: 3392.889160
	Iteration 41Q: 3 clusters Score -3139367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
Score: -3139373.250000 Penalty: 3392.889160
	Iteration 42Q: 3 clusters Score -3139373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -3139375.500000 Penalty: 3392.889160
	Iteration 43Q: 3 clusters Score -3139376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -3139378.500000 Penalty: 3392.889160
	Iteration 44Q: 3 clusters Score -3139378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -3139383.250000 Penalty: 3392.889160
	Iteration 45Q: 3 clusters Score -3139383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -3139390.750000 Penalty: 3392.889160
	Iteration 46Q: 3 clusters Score -3139391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -3139388.250000 Penalty: 3392.889160
	Iteration 47Q: 3 clusters Score -3139388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -3139391.000000 Penalty: 3392.889160
	Iteration 48Q: 3 clusters Score -3139391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -3139393.250000 Penalty: 3392.889160
	Iteration 49Q: 3 clusters Score -3139393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -3139395.000000 Penalty: 3392.889160
	Iteration 50Q: 3 clusters Score -3139395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -3139394.750000 Penalty: 3392.889160
	Iteration 51Q: 3 clusters Score -3139395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -3139393.000000 Penalty: 3392.889160
	Iteration 52Q: 3 clusters Score -3139393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -3139393.000000 Penalty: 3392.889160
	Iteration 53F: 3 clusters Score -3139393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Entering Unmasked Estep 
Score: -295816.718750 Penalty: 1335.377686
	Iteration 0F: 2 clusters Score -295816.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -292633.312500 Penalty: 2670.755371
	Iteration 0F: 3 clusters Score -292633.3 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -293636.843750 Penalty: 2670.755371
	Iteration 1F: 3 clusters Score -293636.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -293900.750000 Penalty: 2670.755371
	Iteration 2F: 3 clusters Score -293900.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -294081.718750 Penalty: 2670.755371
	Iteration 3F: 3 clusters Score -294081.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -294215.781250 Penalty: 2670.755371
	Iteration 4Q: 3 clusters Score -294215.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -294335.687500 Penalty: 2670.755371
	Iteration 5Q: 3 clusters Score -294335.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -294462.875000 Penalty: 2670.755371
	Iteration 6Q: 3 clusters Score -294462.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -294612.718750 Penalty: 2670.755371
	Iteration 7Q: 3 clusters Score -294612.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -294778.406250 Penalty: 2670.755371
	Iteration 8Q: 3 clusters Score -294778.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -294977.812500 Penalty: 2670.755371
	Iteration 9Q: 3 clusters Score -294977.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -295166.968750 Penalty: 2670.755371
	Iteration 10Q: 3 clusters Score -295167 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -295342.281250 Penalty: 2670.755371
	Iteration 11Q: 3 clusters Score -295342.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -295508.625000 Penalty: 2670.755371
	Iteration 12Q: 3 clusters Score -295508.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -295692.468750 Penalty: 2670.755371
	Iteration 13Q: 3 clusters Score -295692.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -295851.093750 Penalty: 2670.755371
	Iteration 14Q: 3 clusters Score -295851.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -295936.468750 Penalty: 2670.755371
	Iteration 15Q: 3 clusters Score -295936.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -295985.312500 Penalty: 2670.755371
	Iteration 16Q: 3 clusters Score -295985.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -296025.718750 Penalty: 2670.755371
	Iteration 17Q: 3 clusters Score -296025.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -296059.968750 Penalty: 2670.755371
	Iteration 18Q: 3 clusters Score -296060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -296086.875000 Penalty: 2670.755371
	Iteration 19Q: 3 clusters Score -296086.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -296112.875000 Penalty: 2670.755371
	Iteration 20F: 3 clusters Score -296112.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -296134.812500 Penalty: 2670.755371
	Iteration 21Q: 3 clusters Score -296134.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -296150.250000 Penalty: 2670.755371
	Iteration 22Q: 3 clusters Score -296150.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -296161.031250 Penalty: 2670.755371
	Iteration 23Q: 3 clusters Score -296161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -296165.343750 Penalty: 2670.755371
	Iteration 24Q: 3 clusters Score -296165.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -296171.125000 Penalty: 2670.755371
	Iteration 25Q: 3 clusters Score -296171.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -296173.656250 Penalty: 2670.755371
	Iteration 26Q: 3 clusters Score -296173.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -296175.656250 Penalty: 2670.755371
	Iteration 27Q: 3 clusters Score -296175.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -296180.906250 Penalty: 2670.755371
	Iteration 28Q: 3 clusters Score -296180.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -296182.968750 Penalty: 2670.755371
	Iteration 29Q: 3 clusters Score -296183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -296183.593750 Penalty: 2670.755371
	Iteration 30Q: 3 clusters Score -296183.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -296184.375000 Penalty: 2670.755371
	Iteration 31Q: 3 clusters Score -296184.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -296184.375000 Penalty: 2670.755371
	Iteration 32F: 3 clusters Score -296184.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7710 members 
Mstep: Class 3 contains 40284 members 
Mstep: Class 4 contains 7430 members 
Mstep: Class 5 contains 23116 members 
Mstep: Class 6 contains 8286 members 
Mstep: Class 7 contains 14874 members 
Mstep: Class 8 contains 10955 members 
Mstep: Class 9 contains 5567 members 
Mstep: Class 10 contains 127299 members 
Mstep: Class 11 contains 18254 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3294 members 
Mstep: Class 15 contains 114638 members 
Mstep: Class 16 contains 82347 members 
Mstep: Class 17 contains 124391 members 
Mstep: Class 18 contains 34189 members 
Mstep: Class 19 contains 3012 members 
Mstep: Class 20 contains 7370 members 
Mstep: Class 21 contains 9496 members 
Mstep: Class 22 contains 69029 members 
Mstep: Class 23 contains 2760 members 
Mstep: Class 24 contains 541 members 
Mstep: Class 25 contains 39232 members 
Mstep: Class 26 contains 950 members 
Mstep: Class 27 contains 4424 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 27963 members 
Mstep: Class 30 contains 59849 members 
Mstep: Class 31 contains 1280 members 
Mstep: Class 32 contains 1782 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 1993 members 
Mstep: Class 35 contains 1352 members 
Mstep: Class 36 contains 7984 members 
Mstep: Class 37 contains 1359 members 
Mstep: Class 38 contains 10887 members 
Mstep: Class 39 contains 4371 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 13456 members 
Mstep: Class 42 contains 7015 members 
Mstep: Class 43 contains 708 members 
Mstep: Class 44 contains 694 members 
Entering Unmasked Estep 
Score: -84452640.000000 Penalty: 98476.570312
Splitting cluster 19 changes total score from -84453000.000000 to -84452640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (7370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Entering Unmasked Estep 
Score: -654286.625000 Penalty: 1447.090698
	Iteration 0F: 2 clusters Score -654286.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -648813.812500 Penalty: 2894.181396
	Iteration 0F: 3 clusters Score -648813.8 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -650588.562500 Penalty: 2894.181396
	Iteration 1F: 3 clusters Score -650588.6 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -650899.687500 Penalty: 2894.181396
	Iteration 2F: 3 clusters Score -650899.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -651167.187500 Penalty: 2894.181396
	Iteration 3F: 3 clusters Score -651167.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -651427.187500 Penalty: 2894.181396
	Iteration 4F: 3 clusters Score -651427.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -651698.125000 Penalty: 2894.181396
	Iteration 5F: 3 clusters Score -651698.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -652005.125000 Penalty: 2894.181396
	Iteration 6F: 3 clusters Score -652005.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -652383.625000 Penalty: 2894.181396
	Iteration 7F: 3 clusters Score -652383.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -652758.687500 Penalty: 2894.181396
	Iteration 8F: 3 clusters Score -652758.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -653057.625000 Penalty: 2894.181396
	Iteration 9Q: 3 clusters Score -653057.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -653246.812500 Penalty: 2894.181396
	Iteration 10Q: 3 clusters Score -653246.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -653370.000000 Penalty: 2894.181396
	Iteration 11Q: 3 clusters Score -653370 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -653440.375000 Penalty: 2894.181396
	Iteration 12Q: 3 clusters Score -653440.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -653479.687500 Penalty: 2894.181396
	Iteration 13Q: 3 clusters Score -653479.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -653507.062500 Penalty: 2894.181396
	Iteration 14Q: 3 clusters Score -653507.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -653523.687500 Penalty: 2894.181396
	Iteration 15Q: 3 clusters Score -653523.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -653534.750000 Penalty: 2894.181396
	Iteration 16Q: 3 clusters Score -653534.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -653544.312500 Penalty: 2894.181396
	Iteration 17Q: 3 clusters Score -653544.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -653547.875000 Penalty: 2894.181396
	Iteration 18Q: 3 clusters Score -653547.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -653551.937500 Penalty: 2894.181396
	Iteration 19Q: 3 clusters Score -653551.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -653553.437500 Penalty: 2894.181396
	Iteration 20F: 3 clusters Score -653553.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -653555.437500 Penalty: 2894.181396
	Iteration 21Q: 3 clusters Score -653555.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -653556.000000 Penalty: 2894.181396
	Iteration 22Q: 3 clusters Score -653556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -653558.062500 Penalty: 2894.181396
	Iteration 23Q: 3 clusters Score -653558.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -653559.062500 Penalty: 2894.181396
	Iteration 24Q: 3 clusters Score -653559.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -653558.312500 Penalty: 2894.181396
	Iteration 25Q: 3 clusters Score -653558.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -653559.375000 Penalty: 2894.181396
	Iteration 26Q: 3 clusters Score -653559.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -653560.062500 Penalty: 2894.181396
	Iteration 27Q: 3 clusters Score -653560.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -653559.062500 Penalty: 2894.181396
	Iteration 28Q: 3 clusters Score -653559.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -653560.000000 Penalty: 2894.181396
	Iteration 29Q: 3 clusters Score -653560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -653561.187500 Penalty: 2894.181396
	Iteration 30Q: 3 clusters Score -653561.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -653564.500000 Penalty: 2894.181396
	Iteration 31Q: 3 clusters Score -653564.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -653564.750000 Penalty: 2894.181396
	Iteration 32Q: 3 clusters Score -653564.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -653564.750000 Penalty: 2894.181396
	Iteration 33F: 3 clusters Score -653564.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Entering Unmasked Estep 
Score: -791302.562500 Penalty: 1488.276611
	Iteration 0F: 2 clusters Score -791302.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -784557.750000 Penalty: 2976.553223
	Iteration 0F: 3 clusters Score -784557.8 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -787014.437500 Penalty: 2976.553223
	Iteration 1F: 3 clusters Score -787014.4 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -787520.000000 Penalty: 2976.553223
	Iteration 2F: 3 clusters Score -787520 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -788030.875000 Penalty: 2976.553223
	Iteration 3F: 3 clusters Score -788030.9 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -788485.000000 Penalty: 2976.553223
	Iteration 4F: 3 clusters Score -788485 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -788886.625000 Penalty: 2976.553223
	Iteration 5F: 3 clusters Score -788886.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -789234.187500 Penalty: 2976.553223
	Iteration 6F: 3 clusters Score -789234.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -789441.125000 Penalty: 2976.553223
	Iteration 7Q: 3 clusters Score -789441.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -789609.687500 Penalty: 2976.553223
	Iteration 8Q: 3 clusters Score -789609.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -789739.187500 Penalty: 2976.553223
	Iteration 9Q: 3 clusters Score -789739.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -789849.500000 Penalty: 2976.553223
	Iteration 10Q: 3 clusters Score -789849.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -789934.875000 Penalty: 2976.553223
	Iteration 11Q: 3 clusters Score -789934.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -789994.812500 Penalty: 2976.553223
	Iteration 12Q: 3 clusters Score -789994.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -790037.625000 Penalty: 2976.553223
	Iteration 13Q: 3 clusters Score -790037.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -790063.187500 Penalty: 2976.553223
	Iteration 14Q: 3 clusters Score -790063.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -790081.875000 Penalty: 2976.553223
	Iteration 15Q: 3 clusters Score -790081.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -790092.687500 Penalty: 2976.553223
	Iteration 16Q: 3 clusters Score -790092.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -790101.875000 Penalty: 2976.553223
	Iteration 17Q: 3 clusters Score -790101.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -790106.750000 Penalty: 2976.553223
	Iteration 18Q: 3 clusters Score -790106.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -790110.375000 Penalty: 2976.553223
	Iteration 19Q: 3 clusters Score -790110.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -790115.625000 Penalty: 2976.553223
	Iteration 20F: 3 clusters Score -790115.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -790120.437500 Penalty: 2976.553223
	Iteration 21Q: 3 clusters Score -790120.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -790127.812500 Penalty: 2976.553223
	Iteration 22Q: 3 clusters Score -790127.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -790132.687500 Penalty: 2976.553223
	Iteration 23Q: 3 clusters Score -790132.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -790136.500000 Penalty: 2976.553223
	Iteration 24Q: 3 clusters Score -790136.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -790139.187500 Penalty: 2976.553223
	Iteration 25Q: 3 clusters Score -790139.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -790142.437500 Penalty: 2976.553223
	Iteration 26Q: 3 clusters Score -790142.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -790143.250000 Penalty: 2976.553223
	Iteration 27Q: 3 clusters Score -790143.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -790146.625000 Penalty: 2976.553223
	Iteration 28Q: 3 clusters Score -790146.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -790147.812500 Penalty: 2976.553223
	Iteration 29Q: 3 clusters Score -790147.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -790151.437500 Penalty: 2976.553223
	Iteration 30Q: 3 clusters Score -790151.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -790154.937500 Penalty: 2976.553223
	Iteration 31Q: 3 clusters Score -790154.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -790159.000000 Penalty: 2976.553223
	Iteration 32Q: 3 clusters Score -790159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -790159.125000 Penalty: 2976.553223
	Iteration 33Q: 3 clusters Score -790159.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -790160.875000 Penalty: 2976.553223
	Iteration 34Q: 3 clusters Score -790160.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -790166.437500 Penalty: 2976.553223
	Iteration 35Q: 3 clusters Score -790166.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -790168.687500 Penalty: 2976.553223
	Iteration 36Q: 3 clusters Score -790168.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -790168.000000 Penalty: 2976.553223
	Iteration 37Q: 3 clusters Score -790168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -790168.812500 Penalty: 2976.553223
	Iteration 38Q: 3 clusters Score -790168.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -790167.437500 Penalty: 2976.553223
	Iteration 39Q: 3 clusters Score -790167.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -790169.937500 Penalty: 2976.553223
	Iteration 40F: 3 clusters Score -790169.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -790169.500000 Penalty: 2976.553223
	Iteration 41Q: 3 clusters Score -790169.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -790170.875000 Penalty: 2976.553223
	Iteration 42Q: 3 clusters Score -790170.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -790171.437500 Penalty: 2976.553223
	Iteration 43Q: 3 clusters Score -790171.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -790173.000000 Penalty: 2976.553223
	Iteration 44Q: 3 clusters Score -790173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -790172.187500 Penalty: 2976.553223
	Iteration 45Q: 3 clusters Score -790172.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -790172.187500 Penalty: 2976.553223
	Iteration 46Q: 3 clusters Score -790172.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -790173.312500 Penalty: 2976.553223
	Iteration 47Q: 3 clusters Score -790173.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -790173.125000 Penalty: 2976.553223
	Iteration 48Q: 3 clusters Score -790173.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -790174.000000 Penalty: 2976.553223
	Iteration 49Q: 3 clusters Score -790174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -790175.062500 Penalty: 2976.553223
	Iteration 50Q: 3 clusters Score -790175.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -790175.062500 Penalty: 2976.553223
	Iteration 51F: 3 clusters Score -790175.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (69029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69029 members 
Entering Unmasked Estep 
Score: -6376793.500000 Penalty: 1810.620728
	Iteration 0F: 2 clusters Score -6376794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -6331018.000000 Penalty: 3621.241455
	Iteration 0F: 3 clusters Score -6331018 nChanged 32422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -6349937.000000 Penalty: 3621.241455
	Iteration 1F: 3 clusters Score -6349937 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -6351301.500000 Penalty: 3621.241455
	Iteration 2Q: 3 clusters Score -6351302 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -6353375.500000 Penalty: 3621.241455
	Iteration 3F: 3 clusters Score -6353376 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -6356179.500000 Penalty: 3621.241455
	Iteration 4F: 3 clusters Score -6356180 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49614 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -6359496.000000 Penalty: 3621.241455
	Iteration 5F: 3 clusters Score -6359496 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53728 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -6362889.500000 Penalty: 3621.241455
	Iteration 6F: 3 clusters Score -6362890 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57778 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -6366193.000000 Penalty: 3621.241455
	Iteration 7F: 3 clusters Score -6366193 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61420 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -6369253.500000 Penalty: 3621.241455
	Iteration 8F: 3 clusters Score -6369254 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64297 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -6371685.000000 Penalty: 3621.241455
	Iteration 9Q: 3 clusters Score -6371685 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66210 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -6373304.500000 Penalty: 3621.241455
	Iteration 10Q: 3 clusters Score -6373304 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67351 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -6374305.500000 Penalty: 3621.241455
	Iteration 11Q: 3 clusters Score -6374306 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67900 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -6374747.000000 Penalty: 3621.241455
	Iteration 12Q: 3 clusters Score -6374747 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68175 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -6375043.000000 Penalty: 3621.241455
	Iteration 13Q: 3 clusters Score -6375043 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68301 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6375178.500000 Penalty: 3621.241455
	Iteration 14Q: 3 clusters Score -6375178 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68365 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -6375253.000000 Penalty: 3621.241455
	Iteration 15Q: 3 clusters Score -6375253 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68399 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6375283.000000 Penalty: 3621.241455
	Iteration 16Q: 3 clusters Score -6375283 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68409 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6375293.000000 Penalty: 3621.241455
	Iteration 17Q: 3 clusters Score -6375293 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68421 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -6375306.000000 Penalty: 3621.241455
	Iteration 18Q: 3 clusters Score -6375306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68422 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -6375306.000000 Penalty: 3621.241455
	Iteration 19Q: 3 clusters Score -6375306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68427 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6375316.000000 Penalty: 3621.241455
	Iteration 20F: 3 clusters Score -6375316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68431 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6375318.500000 Penalty: 3621.241455
	Iteration 21Q: 3 clusters Score -6375318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68436 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6375321.000000 Penalty: 3621.241455
	Iteration 22Q: 3 clusters Score -6375321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68442 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6375319.500000 Penalty: 3621.241455
	Iteration 23Q: 3 clusters Score -6375320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68444 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6375315.000000 Penalty: 3621.241455
	Iteration 24Q: 3 clusters Score -6375315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68446 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6375315.500000 Penalty: 3621.241455
	Iteration 25Q: 3 clusters Score -6375316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68445 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -6375321.000000 Penalty: 3621.241455
	Iteration 26Q: 3 clusters Score -6375321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68446 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6375324.000000 Penalty: 3621.241455
	Iteration 27Q: 3 clusters Score -6375324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68449 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6375323.500000 Penalty: 3621.241455
	Iteration 28Q: 3 clusters Score -6375324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68450 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -6375332.000000 Penalty: 3621.241455
	Iteration 29Q: 3 clusters Score -6375332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68449 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6375332.500000 Penalty: 3621.241455
	Iteration 30Q: 3 clusters Score -6375332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68449 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6375335.000000 Penalty: 3621.241455
	Iteration 31Q: 3 clusters Score -6375335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68448 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6375331.000000 Penalty: 3621.241455
	Iteration 32Q: 3 clusters Score -6375331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68448 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6375334.500000 Penalty: 3621.241455
	Iteration 33Q: 3 clusters Score -6375334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68449 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6375330.500000 Penalty: 3621.241455
	Iteration 34Q: 3 clusters Score -6375330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68449 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6375330.500000 Penalty: 3621.241455
	Iteration 35Q: 3 clusters Score -6375330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68449 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6375330.500000 Penalty: 3621.241455
	Iteration 36F: 3 clusters Score -6375330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Entering Unmasked Estep 
Score: -241867.171875 Penalty: 1287.485229
	Iteration 0F: 2 clusters Score -241867.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -239261.375000 Penalty: 2574.970459
	Iteration 0F: 3 clusters Score -239261.4 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -239895.546875 Penalty: 2574.970459
	Iteration 1F: 3 clusters Score -239895.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -240042.765625 Penalty: 2574.970459
	Iteration 2F: 3 clusters Score -240042.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -240174.875000 Penalty: 2574.970459
	Iteration 3F: 3 clusters Score -240174.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -240293.375000 Penalty: 2574.970459
	Iteration 4F: 3 clusters Score -240293.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -240391.484375 Penalty: 2574.970459
	Iteration 5Q: 3 clusters Score -240391.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -240478.812500 Penalty: 2574.970459
	Iteration 6Q: 3 clusters Score -240478.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -240550.921875 Penalty: 2574.970459
	Iteration 7Q: 3 clusters Score -240550.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -240618.015625 Penalty: 2574.970459
	Iteration 8Q: 3 clusters Score -240618 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -240665.890625 Penalty: 2574.970459
	Iteration 9Q: 3 clusters Score -240665.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -240707.453125 Penalty: 2574.970459
	Iteration 10Q: 3 clusters Score -240707.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -240739.140625 Penalty: 2574.970459
	Iteration 11Q: 3 clusters Score -240739.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -240764.906250 Penalty: 2574.970459
	Iteration 12Q: 3 clusters Score -240764.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -240787.890625 Penalty: 2574.970459
	Iteration 13Q: 3 clusters Score -240787.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -240799.468750 Penalty: 2574.970459
	Iteration 14Q: 3 clusters Score -240799.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -240806.359375 Penalty: 2574.970459
	Iteration 15Q: 3 clusters Score -240806.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -240813.125000 Penalty: 2574.970459
	Iteration 16Q: 3 clusters Score -240813.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -240825.546875 Penalty: 2574.970459
	Iteration 17Q: 3 clusters Score -240825.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -240835.265625 Penalty: 2574.970459
	Iteration 18Q: 3 clusters Score -240835.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -240843.109375 Penalty: 2574.970459
	Iteration 19Q: 3 clusters Score -240843.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -240846.421875 Penalty: 2574.970459
	Iteration 20F: 3 clusters Score -240846.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -240849.937500 Penalty: 2574.970459
	Iteration 21Q: 3 clusters Score -240849.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -240853.312500 Penalty: 2574.970459
	Iteration 22Q: 3 clusters Score -240853.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -240856.390625 Penalty: 2574.970459
	Iteration 23Q: 3 clusters Score -240856.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -240858.156250 Penalty: 2574.970459
	Iteration 24Q: 3 clusters Score -240858.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -240861.156250 Penalty: 2574.970459
	Iteration 25Q: 3 clusters Score -240861.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -240862.890625 Penalty: 2574.970459
	Iteration 26Q: 3 clusters Score -240862.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -240864.125000 Penalty: 2574.970459
	Iteration 27Q: 3 clusters Score -240864.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -240866.765625 Penalty: 2574.970459
	Iteration 28Q: 3 clusters Score -240866.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -240868.109375 Penalty: 2574.970459
	Iteration 29Q: 3 clusters Score -240868.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -240870.531250 Penalty: 2574.970459
	Iteration 30Q: 3 clusters Score -240870.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -240871.781250 Penalty: 2574.970459
	Iteration 31Q: 3 clusters Score -240871.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -240872.359375 Penalty: 2574.970459
	Iteration 32Q: 3 clusters Score -240872.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -240872.359375 Penalty: 2574.970459
	Iteration 33F: 3 clusters Score -240872.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -45513.109375 Penalty: 1022.680664
	Iteration 0F: 2 clusters Score -45513.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -44379.812500 Penalty: 2045.361328
	Iteration 0F: 3 clusters Score -44379.81 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -44564.347656 Penalty: 2045.361328
	Iteration 1F: 3 clusters Score -44564.35 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -44620.328125 Penalty: 2045.361328
	Iteration 2F: 3 clusters Score -44620.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -44641.835938 Penalty: 2045.361328
	Iteration 3Q: 3 clusters Score -44641.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -44652.261719 Penalty: 2045.361328
	Iteration 4Q: 3 clusters Score -44652.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -44657.843750 Penalty: 2045.361328
	Iteration 5Q: 3 clusters Score -44657.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -44660.144531 Penalty: 2045.361328
	Iteration 6Q: 3 clusters Score -44660.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -44664.363281 Penalty: 2045.361328
	Iteration 7Q: 3 clusters Score -44664.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -44664.648438 Penalty: 2045.361328
	Iteration 8Q: 3 clusters Score -44664.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -44664.648438 Penalty: 2045.361328
	Iteration 9F: 3 clusters Score -44664.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (39232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Entering Unmasked Estep 
Score: -3645276.000000 Penalty: 1718.802734
	Iteration 0F: 2 clusters Score -3645276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -3619003.250000 Penalty: 3437.605469
	Iteration 0F: 3 clusters Score -3619003 nChanged 18330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -3629165.500000 Penalty: 3437.605469
	Iteration 1F: 3 clusters Score -3629166 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -3629524.250000 Penalty: 3437.605469
	Iteration 2Q: 3 clusters Score -3629524 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -3629834.000000 Penalty: 3437.605469
	Iteration 3Q: 3 clusters Score -3629834 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -3630151.500000 Penalty: 3437.605469
	Iteration 4Q: 3 clusters Score -3630152 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -3630515.250000 Penalty: 3437.605469
	Iteration 5Q: 3 clusters Score -3630515 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -3630946.500000 Penalty: 3437.605469
	Iteration 6Q: 3 clusters Score -3630946 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -3631518.500000 Penalty: 3437.605469
	Iteration 7Q: 3 clusters Score -3631518 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -3632158.750000 Penalty: 3437.605469
	Iteration 8Q: 3 clusters Score -3632159 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -3632980.000000 Penalty: 3437.605469
	Iteration 9Q: 3 clusters Score -3632980 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -3633940.500000 Penalty: 3437.605469
	Iteration 10Q: 3 clusters Score -3633940 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -3635098.500000 Penalty: 3437.605469
	Iteration 11Q: 3 clusters Score -3635098 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -3636502.000000 Penalty: 3437.605469
	Iteration 12F: 3 clusters Score -3636502 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -3637925.750000 Penalty: 3437.605469
	Iteration 13Q: 3 clusters Score -3637926 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -3639190.500000 Penalty: 3437.605469
	Iteration 14Q: 3 clusters Score -3639190 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -3640335.500000 Penalty: 3437.605469
	Iteration 15Q: 3 clusters Score -3640336 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -3641210.750000 Penalty: 3437.605469
	Iteration 16Q: 3 clusters Score -3641211 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -3641869.500000 Penalty: 3437.605469
	Iteration 17Q: 3 clusters Score -3641870 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -3642364.500000 Penalty: 3437.605469
	Iteration 18Q: 3 clusters Score -3642364 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -3642764.750000 Penalty: 3437.605469
	Iteration 19Q: 3 clusters Score -3642765 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -3643072.500000 Penalty: 3437.605469
	Iteration 20F: 3 clusters Score -3643072 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
Score: -3643307.000000 Penalty: 3437.605469
	Iteration 21Q: 3 clusters Score -3643307 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -3643469.250000 Penalty: 3437.605469
	Iteration 22Q: 3 clusters Score -3643469 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
Score: -3643567.250000 Penalty: 3437.605469
	Iteration 23Q: 3 clusters Score -3643567 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -3643613.750000 Penalty: 3437.605469
	Iteration 24Q: 3 clusters Score -3643614 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -3643665.750000 Penalty: 3437.605469
	Iteration 25Q: 3 clusters Score -3643666 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
Score: -3643692.250000 Penalty: 3437.605469
	Iteration 26Q: 3 clusters Score -3643692 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -3643712.500000 Penalty: 3437.605469
	Iteration 27Q: 3 clusters Score -3643712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -3643730.250000 Penalty: 3437.605469
	Iteration 28Q: 3 clusters Score -3643730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -3643745.750000 Penalty: 3437.605469
	Iteration 29Q: 3 clusters Score -3643746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
Score: -3643751.250000 Penalty: 3437.605469
	Iteration 30Q: 3 clusters Score -3643751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -3643761.500000 Penalty: 3437.605469
	Iteration 31Q: 3 clusters Score -3643762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -3643761.750000 Penalty: 3437.605469
	Iteration 32Q: 3 clusters Score -3643762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -3643770.250000 Penalty: 3437.605469
	Iteration 33Q: 3 clusters Score -3643770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -3643773.250000 Penalty: 3437.605469
	Iteration 34Q: 3 clusters Score -3643773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
Score: -3643777.750000 Penalty: 3437.605469
	Iteration 35Q: 3 clusters Score -3643778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -3643781.500000 Penalty: 3437.605469
	Iteration 36Q: 3 clusters Score -3643782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -3643785.500000 Penalty: 3437.605469
	Iteration 37Q: 3 clusters Score -3643786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -3643785.500000 Penalty: 3437.605469
	Iteration 38Q: 3 clusters Score -3643786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 38876 members 
Entering Unmasked Estep 
Score: -3643787.750000 Penalty: 3437.605469
	Iteration 39Q: 3 clusters Score -3643788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -3643788.500000 Penalty: 3437.605469
	Iteration 40F: 3 clusters Score -3643788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -3643789.750000 Penalty: 3437.605469
	Iteration 41Q: 3 clusters Score -3643790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -3643789.750000 Penalty: 3437.605469
	Iteration 42F: 3 clusters Score -3643790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Entering Unmasked Estep 
Score: -68723.187500 Penalty: 1114.175049
	Iteration 0F: 2 clusters Score -68723.19 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 448 members 
Entering Unmasked Estep 
Score: -67311.460938 Penalty: 2228.350098
	Iteration 0F: 3 clusters Score -67311.46 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -67557.515625 Penalty: 2228.350098
	Iteration 1F: 3 clusters Score -67557.52 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -67645.468750 Penalty: 2228.350098
	Iteration 2F: 3 clusters Score -67645.47 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -67701.257812 Penalty: 2228.350098
	Iteration 3Q: 3 clusters Score -67701.26 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -67755.093750 Penalty: 2228.350098
	Iteration 4Q: 3 clusters Score -67755.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -67817.640625 Penalty: 2228.350098
	Iteration 5Q: 3 clusters Score -67817.64 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -67908.054688 Penalty: 2228.350098
	Iteration 6Q: 3 clusters Score -67908.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -68022.476562 Penalty: 2228.350098
	Iteration 7Q: 3 clusters Score -68022.48 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -68106.875000 Penalty: 2228.350098
	Iteration 8Q: 3 clusters Score -68106.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -68185.500000 Penalty: 2228.350098
	Iteration 9Q: 3 clusters Score -68185.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -68250.945312 Penalty: 2228.350098
	Iteration 10Q: 3 clusters Score -68250.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -68280.039062 Penalty: 2228.350098
	Iteration 11Q: 3 clusters Score -68280.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -68315.140625 Penalty: 2228.350098
	Iteration 12Q: 3 clusters Score -68315.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -68369.156250 Penalty: 2228.350098
	Iteration 13Q: 3 clusters Score -68369.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -68423.179688 Penalty: 2228.350098
	Iteration 14Q: 3 clusters Score -68423.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -68454.593750 Penalty: 2228.350098
	Iteration 15Q: 3 clusters Score -68454.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -68465.882812 Penalty: 2228.350098
	Iteration 16Q: 3 clusters Score -68465.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -68470.867188 Penalty: 2228.350098
	Iteration 17Q: 3 clusters Score -68470.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -68475.328125 Penalty: 2228.350098
	Iteration 18F: 3 clusters Score -68475.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -68482.164062 Penalty: 2228.350098
	Iteration 19Q: 3 clusters Score -68482.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -68485.007812 Penalty: 2228.350098
	Iteration 20F: 3 clusters Score -68485.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -68487.382812 Penalty: 2228.350098
	Iteration 21Q: 3 clusters Score -68487.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -68490.609375 Penalty: 2228.350098
	Iteration 22Q: 3 clusters Score -68490.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -68491.296875 Penalty: 2228.350098
	Iteration 23Q: 3 clusters Score -68491.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -68491.296875 Penalty: 2228.350098
	Iteration 24F: 3 clusters Score -68491.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Entering Unmasked Estep 
Score: -389907.593750 Penalty: 1364.154907
	Iteration 0F: 2 clusters Score -389907.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -386300.031250 Penalty: 2728.309814
	Iteration 0F: 3 clusters Score -386300 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -387411.375000 Penalty: 2728.309814
	Iteration 1F: 3 clusters Score -387411.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -387745.812500 Penalty: 2728.309814
	Iteration 2F: 3 clusters Score -387745.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -387991.187500 Penalty: 2728.309814
	Iteration 3F: 3 clusters Score -387991.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -388197.906250 Penalty: 2728.309814
	Iteration 4F: 3 clusters Score -388197.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -388369.031250 Penalty: 2728.309814
	Iteration 5Q: 3 clusters Score -388369 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -388502.656250 Penalty: 2728.309814
	Iteration 6Q: 3 clusters Score -388502.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -388610.812500 Penalty: 2728.309814
	Iteration 7Q: 3 clusters Score -388610.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -388730.062500 Penalty: 2728.309814
	Iteration 8Q: 3 clusters Score -388730.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -388811.906250 Penalty: 2728.309814
	Iteration 9Q: 3 clusters Score -388811.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -388855.312500 Penalty: 2728.309814
	Iteration 10Q: 3 clusters Score -388855.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -388893.093750 Penalty: 2728.309814
	Iteration 11Q: 3 clusters Score -388893.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -388919.468750 Penalty: 2728.309814
	Iteration 12Q: 3 clusters Score -388919.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -388941.281250 Penalty: 2728.309814
	Iteration 13Q: 3 clusters Score -388941.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -388958.843750 Penalty: 2728.309814
	Iteration 14Q: 3 clusters Score -388958.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -388974.812500 Penalty: 2728.309814
	Iteration 15Q: 3 clusters Score -388974.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -388991.093750 Penalty: 2728.309814
	Iteration 16Q: 3 clusters Score -388991.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -389004.125000 Penalty: 2728.309814
	Iteration 17Q: 3 clusters Score -389004.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -389009.781250 Penalty: 2728.309814
	Iteration 18Q: 3 clusters Score -389009.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -389015.031250 Penalty: 2728.309814
	Iteration 19Q: 3 clusters Score -389015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -389019.125000 Penalty: 2728.309814
	Iteration 20F: 3 clusters Score -389019.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -389023.625000 Penalty: 2728.309814
	Iteration 21Q: 3 clusters Score -389023.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -389027.625000 Penalty: 2728.309814
	Iteration 22Q: 3 clusters Score -389027.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -389029.593750 Penalty: 2728.309814
	Iteration 23Q: 3 clusters Score -389029.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -389031.250000 Penalty: 2728.309814
	Iteration 24Q: 3 clusters Score -389031.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -389033.187500 Penalty: 2728.309814
	Iteration 25Q: 3 clusters Score -389033.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -389034.156250 Penalty: 2728.309814
	Iteration 26Q: 3 clusters Score -389034.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -389035.781250 Penalty: 2728.309814
	Iteration 27Q: 3 clusters Score -389035.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -389038.000000 Penalty: 2728.309814
	Iteration 28Q: 3 clusters Score -389038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -389039.031250 Penalty: 2728.309814
	Iteration 29Q: 3 clusters Score -389039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -389039.750000 Penalty: 2728.309814
	Iteration 30Q: 3 clusters Score -389039.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -389040.375000 Penalty: 2728.309814
	Iteration 31Q: 3 clusters Score -389040.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -389040.812500 Penalty: 2728.309814
	Iteration 32Q: 3 clusters Score -389040.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -389041.156250 Penalty: 2728.309814
	Iteration 33Q: 3 clusters Score -389041.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -389041.156250 Penalty: 2728.309814
	Iteration 34F: 3 clusters Score -389041.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Entering Unmasked Estep 
Score: -142693.046875 Penalty: 1204.279663
	Iteration 0F: 2 clusters Score -142693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -140872.734375 Penalty: 2408.559326
	Iteration 0F: 3 clusters Score -140872.7 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -141359.781250 Penalty: 2408.559326
	Iteration 1F: 3 clusters Score -141359.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -141578.343750 Penalty: 2408.559326
	Iteration 2F: 3 clusters Score -141578.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -141752.718750 Penalty: 2408.559326
	Iteration 3F: 3 clusters Score -141752.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -142077.421875 Penalty: 2408.559326
	Iteration 4F: 3 clusters Score -142077.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -142409.171875 Penalty: 2408.559326
	Iteration 5F: 3 clusters Score -142409.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -142551.578125 Penalty: 2408.559326
	Iteration 6Q: 3 clusters Score -142551.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -142639.328125 Penalty: 2408.559326
	Iteration 7Q: 3 clusters Score -142639.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -142690.312500 Penalty: 2408.559326
	Iteration 8Q: 3 clusters Score -142690.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -142737.000000 Penalty: 2408.559326
	Iteration 9Q: 3 clusters Score -142737 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -142790.000000 Penalty: 2408.559326
	Iteration 10Q: 3 clusters Score -142790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -142828.718750 Penalty: 2408.559326
	Iteration 11Q: 3 clusters Score -142828.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -142871.859375 Penalty: 2408.559326
	Iteration 12Q: 3 clusters Score -142871.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -142910.500000 Penalty: 2408.559326
	Iteration 13Q: 3 clusters Score -142910.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -142958.187500 Penalty: 2408.559326
	Iteration 14Q: 3 clusters Score -142958.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -142998.187500 Penalty: 2408.559326
	Iteration 15Q: 3 clusters Score -142998.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -143030.609375 Penalty: 2408.559326
	Iteration 16Q: 3 clusters Score -143030.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -143048.484375 Penalty: 2408.559326
	Iteration 17Q: 3 clusters Score -143048.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -143058.531250 Penalty: 2408.559326
	Iteration 18Q: 3 clusters Score -143058.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -143069.765625 Penalty: 2408.559326
	Iteration 19Q: 3 clusters Score -143069.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -143078.375000 Penalty: 2408.559326
	Iteration 20F: 3 clusters Score -143078.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -143087.562500 Penalty: 2408.559326
	Iteration 21Q: 3 clusters Score -143087.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -143089.953125 Penalty: 2408.559326
	Iteration 22Q: 3 clusters Score -143090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -143089.953125 Penalty: 2408.559326
	Iteration 23F: 3 clusters Score -143090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7710 members 
Mstep: Class 3 contains 40284 members 
Mstep: Class 4 contains 7430 members 
Mstep: Class 5 contains 23116 members 
Mstep: Class 6 contains 8286 members 
Mstep: Class 7 contains 14874 members 
Mstep: Class 8 contains 10955 members 
Mstep: Class 9 contains 5567 members 
Mstep: Class 10 contains 127299 members 
Mstep: Class 11 contains 18254 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3294 members 
Mstep: Class 15 contains 114638 members 
Mstep: Class 16 contains 82347 members 
Mstep: Class 17 contains 124391 members 
Mstep: Class 18 contains 34189 members 
Mstep: Class 19 contains 3706 members 
Mstep: Class 20 contains 7370 members 
Mstep: Class 21 contains 9496 members 
Mstep: Class 22 contains 69029 members 
Mstep: Class 23 contains 2760 members 
Mstep: Class 24 contains 541 members 
Mstep: Class 25 contains 39232 members 
Mstep: Class 26 contains 950 members 
Mstep: Class 27 contains 4424 members 
Mstep: Class 28 contains 476 members 
Mstep: Class 29 contains 27963 members 
Mstep: Class 30 contains 59849 members 
Mstep: Class 31 contains 1280 members 
Mstep: Class 32 contains 1782 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 1993 members 
Mstep: Class 35 contains 1352 members 
Mstep: Class 36 contains 7984 members 
Mstep: Class 37 contains 1359 members 
Mstep: Class 38 contains 10887 members 
Mstep: Class 39 contains 4371 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 13456 members 
Mstep: Class 42 contains 7015 members 
Mstep: Class 43 contains 708 members 
Mstep: Class 44 contains 1178 members 
Entering Unmasked Estep 
Score: -84452624.000000 Penalty: 98476.570312
Splitting cluster 28 changes total score from -84453000.000000 to -84452624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (27963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Entering Unmasked Estep 
Score: -2312702.000000 Penalty: 1663.778687
	Iteration 0F: 2 clusters Score -2312702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -2293837.750000 Penalty: 3327.557373
	Iteration 0F: 3 clusters Score -2293838 nChanged 12911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -2301105.000000 Penalty: 3327.557373
	Iteration 1F: 3 clusters Score -2301105 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -2301709.500000 Penalty: 3327.557373
	Iteration 2F: 3 clusters Score -2301710 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2302368.500000 Penalty: 3327.557373
	Iteration 3F: 3 clusters Score -2302368 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -2303107.750000 Penalty: 3327.557373
	Iteration 4F: 3 clusters Score -2303108 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -2303919.000000 Penalty: 3327.557373
	Iteration 5F: 3 clusters Score -2303919 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2304700.500000 Penalty: 3327.557373
	Iteration 6F: 3 clusters Score -2304700 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2305424.250000 Penalty: 3327.557373
	Iteration 7F: 3 clusters Score -2305424 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -2306123.000000 Penalty: 3327.557373
	Iteration 8Q: 3 clusters Score -2306123 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -2306837.500000 Penalty: 3327.557373
	Iteration 9Q: 3 clusters Score -2306838 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2307502.250000 Penalty: 3327.557373
	Iteration 10Q: 3 clusters Score -2307502 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -2308074.000000 Penalty: 3327.557373
	Iteration 11Q: 3 clusters Score -2308074 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -2308494.000000 Penalty: 3327.557373
	Iteration 12Q: 3 clusters Score -2308494 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -2308812.250000 Penalty: 3327.557373
	Iteration 13Q: 3 clusters Score -2308812 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -2309049.750000 Penalty: 3327.557373
	Iteration 14Q: 3 clusters Score -2309050 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -2309269.750000 Penalty: 3327.557373
	Iteration 15Q: 3 clusters Score -2309270 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -2309496.750000 Penalty: 3327.557373
	Iteration 16Q: 3 clusters Score -2309497 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -2309717.000000 Penalty: 3327.557373
	Iteration 17Q: 3 clusters Score -2309717 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -2309893.500000 Penalty: 3327.557373
	Iteration 18Q: 3 clusters Score -2309894 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -2310091.750000 Penalty: 3327.557373
	Iteration 19Q: 3 clusters Score -2310092 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -2310273.250000 Penalty: 3327.557373
	Iteration 20F: 3 clusters Score -2310273 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -2310451.250000 Penalty: 3327.557373
	Iteration 21Q: 3 clusters Score -2310451 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -2310607.250000 Penalty: 3327.557373
	Iteration 22Q: 3 clusters Score -2310607 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -2310747.000000 Penalty: 3327.557373
	Iteration 23Q: 3 clusters Score -2310747 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -2310862.500000 Penalty: 3327.557373
	Iteration 24Q: 3 clusters Score -2310862 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -2310980.250000 Penalty: 3327.557373
	Iteration 25Q: 3 clusters Score -2310980 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -2311115.500000 Penalty: 3327.557373
	Iteration 26Q: 3 clusters Score -2311116 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -2311242.500000 Penalty: 3327.557373
	Iteration 27Q: 3 clusters Score -2311242 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -2311360.500000 Penalty: 3327.557373
	Iteration 28Q: 3 clusters Score -2311360 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -2311483.000000 Penalty: 3327.557373
	Iteration 29Q: 3 clusters Score -2311483 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -2311594.500000 Penalty: 3327.557373
	Iteration 30Q: 3 clusters Score -2311594 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -2311687.750000 Penalty: 3327.557373
	Iteration 31Q: 3 clusters Score -2311688 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -2311759.500000 Penalty: 3327.557373
	Iteration 32Q: 3 clusters Score -2311760 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -2311807.000000 Penalty: 3327.557373
	Iteration 33Q: 3 clusters Score -2311807 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -2311842.000000 Penalty: 3327.557373
	Iteration 34Q: 3 clusters Score -2311842 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -2311864.750000 Penalty: 3327.557373
	Iteration 35Q: 3 clusters Score -2311865 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -2311881.000000 Penalty: 3327.557373
	Iteration 36Q: 3 clusters Score -2311881 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -2311884.250000 Penalty: 3327.557373
	Iteration 37Q: 3 clusters Score -2311884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -2311896.750000 Penalty: 3327.557373
	Iteration 38Q: 3 clusters Score -2311897 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -2311908.750000 Penalty: 3327.557373
	Iteration 39Q: 3 clusters Score -2311909 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -2311916.250000 Penalty: 3327.557373
	Iteration 40F: 3 clusters Score -2311916 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -2311927.750000 Penalty: 3327.557373
	Iteration 41Q: 3 clusters Score -2311928 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -2311936.000000 Penalty: 3327.557373
	Iteration 42Q: 3 clusters Score -2311936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -2311937.500000 Penalty: 3327.557373
	Iteration 43Q: 3 clusters Score -2311938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -2311940.250000 Penalty: 3327.557373
	Iteration 44Q: 3 clusters Score -2311940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -2311948.250000 Penalty: 3327.557373
	Iteration 45Q: 3 clusters Score -2311948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -2311951.750000 Penalty: 3327.557373
	Iteration 46Q: 3 clusters Score -2311952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -2311954.500000 Penalty: 3327.557373
	Iteration 47Q: 3 clusters Score -2311954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -2311955.750000 Penalty: 3327.557373
	Iteration 48Q: 3 clusters Score -2311956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -2311964.000000 Penalty: 3327.557373
	Iteration 49Q: 3 clusters Score -2311964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -2311967.500000 Penalty: 3327.557373
	Iteration 50Q: 3 clusters Score -2311968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -2311966.250000 Penalty: 3327.557373
	Iteration 51Q: 3 clusters Score -2311966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -2311969.250000 Penalty: 3327.557373
	Iteration 52Q: 3 clusters Score -2311969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -2311966.250000 Penalty: 3327.557373
	Iteration 53Q: 3 clusters Score -2311966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -2311966.250000 Penalty: 3327.557373
	Iteration 54F: 3 clusters Score -2311966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (59849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59849 members 
Entering Unmasked Estep 
Score: -5496941.000000 Penalty: 1787.431763
	Iteration 0F: 2 clusters Score -5496941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -5457069.000000 Penalty: 3574.863525
	Iteration 0F: 3 clusters Score -5457069 nChanged 28193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -5472906.500000 Penalty: 3574.863525
	Iteration 1F: 3 clusters Score -5472906 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -5473425.500000 Penalty: 3574.863525
	Iteration 2Q: 3 clusters Score -5473426 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -5474140.000000 Penalty: 3574.863525
	Iteration 3Q: 3 clusters Score -5474140 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -5475375.000000 Penalty: 3574.863525
	Iteration 4Q: 3 clusters Score -5475375 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -5477299.500000 Penalty: 3574.863525
	Iteration 5F: 3 clusters Score -5477300 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -5480534.500000 Penalty: 3574.863525
	Iteration 6F: 3 clusters Score -5480534 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 49323 members 
Entering Unmasked Estep 
Score: -5484841.000000 Penalty: 3574.863525
	Iteration 7F: 3 clusters Score -5484841 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 53867 members 
Entering Unmasked Estep 
Score: -5489229.000000 Penalty: 3574.863525
	Iteration 8F: 3 clusters Score -5489229 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 57157 members 
Entering Unmasked Estep 
Score: -5492630.500000 Penalty: 3574.863525
	Iteration 9F: 3 clusters Score -5492630 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 58948 members 
Entering Unmasked Estep 
Score: -5494439.500000 Penalty: 3574.863525
	Iteration 10Q: 3 clusters Score -5494440 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 59517 members 
Entering Unmasked Estep 
Score: -5494998.500000 Penalty: 3574.863525
	Iteration 11Q: 3 clusters Score -5494998 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 59654 members 
Entering Unmasked Estep 
Score: -5495194.000000 Penalty: 3574.863525
	Iteration 12Q: 3 clusters Score -5495194 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 59682 members 
Entering Unmasked Estep 
Score: -5495251.500000 Penalty: 3574.863525
	Iteration 13Q: 3 clusters Score -5495252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 59694 members 
Entering Unmasked Estep 
Score: -5495269.500000 Penalty: 3574.863525
	Iteration 14Q: 3 clusters Score -5495270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 59699 members 
Entering Unmasked Estep 
Score: -5495281.000000 Penalty: 3574.863525
	Iteration 15Q: 3 clusters Score -5495281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 59701 members 
Entering Unmasked Estep 
Score: -5495286.000000 Penalty: 3574.863525
	Iteration 16Q: 3 clusters Score -5495286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 59700 members 
Entering Unmasked Estep 
Score: -5495287.500000 Penalty: 3574.863525
	Iteration 17Q: 3 clusters Score -5495288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 59698 members 
Entering Unmasked Estep 
Score: -5495290.000000 Penalty: 3574.863525
	Iteration 18Q: 3 clusters Score -5495290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 59701 members 
Entering Unmasked Estep 
Score: -5495295.500000 Penalty: 3574.863525
	Iteration 19Q: 3 clusters Score -5495296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 59703 members 
Entering Unmasked Estep 
Score: -5495301.500000 Penalty: 3574.863525
	Iteration 20F: 3 clusters Score -5495302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 59702 members 
Entering Unmasked Estep 
Score: -5495302.000000 Penalty: 3574.863525
	Iteration 21Q: 3 clusters Score -5495302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 59702 members 
Entering Unmasked Estep 
Score: -5495302.000000 Penalty: 3574.863525
	Iteration 22F: 3 clusters Score -5495302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Entering Unmasked Estep 
Score: -106130.093750 Penalty: 1162.625000
	Iteration 0F: 2 clusters Score -106130.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -104500.062500 Penalty: 2325.250000
	Iteration 0F: 3 clusters Score -104500.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -104851.648438 Penalty: 2325.250000
	Iteration 1F: 3 clusters Score -104851.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -104952.687500 Penalty: 2325.250000
	Iteration 2F: 3 clusters Score -104952.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -105005.812500 Penalty: 2325.250000
	Iteration 3Q: 3 clusters Score -105005.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -105038.070312 Penalty: 2325.250000
	Iteration 4Q: 3 clusters Score -105038.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -105080.851562 Penalty: 2325.250000
	Iteration 5Q: 3 clusters Score -105080.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -105116.078125 Penalty: 2325.250000
	Iteration 6Q: 3 clusters Score -105116.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -105153.695312 Penalty: 2325.250000
	Iteration 7Q: 3 clusters Score -105153.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -105187.187500 Penalty: 2325.250000
	Iteration 8Q: 3 clusters Score -105187.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -105210.273438 Penalty: 2325.250000
	Iteration 9Q: 3 clusters Score -105210.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -105221.882812 Penalty: 2325.250000
	Iteration 10Q: 3 clusters Score -105221.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -105228.140625 Penalty: 2325.250000
	Iteration 11Q: 3 clusters Score -105228.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -105233.500000 Penalty: 2325.250000
	Iteration 12Q: 3 clusters Score -105233.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -105235.343750 Penalty: 2325.250000
	Iteration 13Q: 3 clusters Score -105235.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -105238.398438 Penalty: 2325.250000
	Iteration 14Q: 3 clusters Score -105238.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -105241.460938 Penalty: 2325.250000
	Iteration 15Q: 3 clusters Score -105241.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -105243.250000 Penalty: 2325.250000
	Iteration 16Q: 3 clusters Score -105243.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -105243.250000 Penalty: 2325.250000
	Iteration 17F: 3 clusters Score -105243.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Entering Unmasked Estep 
Score: -126669.406250 Penalty: 1216.392456
	Iteration 0F: 2 clusters Score -126669.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -124741.031250 Penalty: 2432.784912
	Iteration 0F: 3 clusters Score -124741 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -125203.046875 Penalty: 2432.784912
	Iteration 1F: 3 clusters Score -125203 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -125406.062500 Penalty: 2432.784912
	Iteration 2F: 3 clusters Score -125406.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -125540.179688 Penalty: 2432.784912
	Iteration 3F: 3 clusters Score -125540.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -125655.289062 Penalty: 2432.784912
	Iteration 4F: 3 clusters Score -125655.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -125732.218750 Penalty: 2432.784912
	Iteration 5Q: 3 clusters Score -125732.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -125797.710938 Penalty: 2432.784912
	Iteration 6Q: 3 clusters Score -125797.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -125845.164062 Penalty: 2432.784912
	Iteration 7Q: 3 clusters Score -125845.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -125879.468750 Penalty: 2432.784912
	Iteration 8Q: 3 clusters Score -125879.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -125905.257812 Penalty: 2432.784912
	Iteration 9Q: 3 clusters Score -125905.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -125934.046875 Penalty: 2432.784912
	Iteration 10Q: 3 clusters Score -125934 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -125947.007812 Penalty: 2432.784912
	Iteration 11Q: 3 clusters Score -125947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -125953.679688 Penalty: 2432.784912
	Iteration 12Q: 3 clusters Score -125953.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -125963.648438 Penalty: 2432.784912
	Iteration 13Q: 3 clusters Score -125963.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -125980.843750 Penalty: 2432.784912
	Iteration 14Q: 3 clusters Score -125980.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -125997.531250 Penalty: 2432.784912
	Iteration 15Q: 3 clusters Score -125997.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -126008.687500 Penalty: 2432.784912
	Iteration 16Q: 3 clusters Score -126008.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -126017.070312 Penalty: 2432.784912
	Iteration 17Q: 3 clusters Score -126017.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -126022.242188 Penalty: 2432.784912
	Iteration 18Q: 3 clusters Score -126022.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -126032.273438 Penalty: 2432.784912
	Iteration 19Q: 3 clusters Score -126032.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -126044.679688 Penalty: 2432.784912
	Iteration 20F: 3 clusters Score -126044.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -126052.156250 Penalty: 2432.784912
	Iteration 21Q: 3 clusters Score -126052.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -126062.726562 Penalty: 2432.784912
	Iteration 22Q: 3 clusters Score -126062.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -126070.023438 Penalty: 2432.784912
	Iteration 23Q: 3 clusters Score -126070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -126074.945312 Penalty: 2432.784912
	Iteration 24Q: 3 clusters Score -126074.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -126080.695312 Penalty: 2432.784912
	Iteration 25Q: 3 clusters Score -126080.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -126086.953125 Penalty: 2432.784912
	Iteration 26Q: 3 clusters Score -126087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -126090.695312 Penalty: 2432.784912
	Iteration 27Q: 3 clusters Score -126090.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -126094.437500 Penalty: 2432.784912
	Iteration 28Q: 3 clusters Score -126094.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -126095.921875 Penalty: 2432.784912
	Iteration 29Q: 3 clusters Score -126095.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -126096.375000 Penalty: 2432.784912
	Iteration 30Q: 3 clusters Score -126096.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -126096.312500 Penalty: 2432.784912
	Iteration 31Q: 3 clusters Score -126096.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -126096.312500 Penalty: 2432.784912
	Iteration 32F: 3 clusters Score -126096.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Entering Unmasked Estep 
Score: -143759.500000 Penalty: 1206.426880
	Iteration 0F: 2 clusters Score -143759.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -141854.687500 Penalty: 2412.853760
	Iteration 0F: 3 clusters Score -141854.7 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -142280.437500 Penalty: 2412.853760
	Iteration 1F: 3 clusters Score -142280.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -142381.218750 Penalty: 2412.853760
	Iteration 2F: 3 clusters Score -142381.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -142473.734375 Penalty: 2412.853760
	Iteration 3F: 3 clusters Score -142473.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -142551.828125 Penalty: 2412.853760
	Iteration 4Q: 3 clusters Score -142551.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -142614.156250 Penalty: 2412.853760
	Iteration 5Q: 3 clusters Score -142614.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -142675.500000 Penalty: 2412.853760
	Iteration 6Q: 3 clusters Score -142675.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -142736.484375 Penalty: 2412.853760
	Iteration 7Q: 3 clusters Score -142736.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -142804.296875 Penalty: 2412.853760
	Iteration 8Q: 3 clusters Score -142804.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -142851.750000 Penalty: 2412.853760
	Iteration 9Q: 3 clusters Score -142851.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -142894.687500 Penalty: 2412.853760
	Iteration 10Q: 3 clusters Score -142894.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -142939.640625 Penalty: 2412.853760
	Iteration 11Q: 3 clusters Score -142939.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -142976.468750 Penalty: 2412.853760
	Iteration 12Q: 3 clusters Score -142976.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -143017.671875 Penalty: 2412.853760
	Iteration 13Q: 3 clusters Score -143017.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -143036.359375 Penalty: 2412.853760
	Iteration 14Q: 3 clusters Score -143036.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -143051.250000 Penalty: 2412.853760
	Iteration 15Q: 3 clusters Score -143051.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -143061.718750 Penalty: 2412.853760
	Iteration 16Q: 3 clusters Score -143061.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -143075.828125 Penalty: 2412.853760
	Iteration 17Q: 3 clusters Score -143075.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -143081.125000 Penalty: 2412.853760
	Iteration 18Q: 3 clusters Score -143081.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -143085.703125 Penalty: 2412.853760
	Iteration 19Q: 3 clusters Score -143085.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -143091.421875 Penalty: 2412.853760
	Iteration 20F: 3 clusters Score -143091.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -143097.250000 Penalty: 2412.853760
	Iteration 21Q: 3 clusters Score -143097.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -143101.718750 Penalty: 2412.853760
	Iteration 22Q: 3 clusters Score -143101.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -143107.187500 Penalty: 2412.853760
	Iteration 23Q: 3 clusters Score -143107.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -143112.968750 Penalty: 2412.853760
	Iteration 24Q: 3 clusters Score -143113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -143116.812500 Penalty: 2412.853760
	Iteration 25Q: 3 clusters Score -143116.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -143121.953125 Penalty: 2412.853760
	Iteration 26Q: 3 clusters Score -143122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -143126.156250 Penalty: 2412.853760
	Iteration 27Q: 3 clusters Score -143126.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -143130.171875 Penalty: 2412.853760
	Iteration 28Q: 3 clusters Score -143130.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -143134.531250 Penalty: 2412.853760
	Iteration 29Q: 3 clusters Score -143134.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -143140.234375 Penalty: 2412.853760
	Iteration 30Q: 3 clusters Score -143140.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -143143.296875 Penalty: 2412.853760
	Iteration 31Q: 3 clusters Score -143143.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -143147.703125 Penalty: 2412.853760
	Iteration 32Q: 3 clusters Score -143147.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -143154.234375 Penalty: 2412.853760
	Iteration 33Q: 3 clusters Score -143154.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -143161.093750 Penalty: 2412.853760
	Iteration 34Q: 3 clusters Score -143161.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -143167.500000 Penalty: 2412.853760
	Iteration 35Q: 3 clusters Score -143167.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -143170.750000 Penalty: 2412.853760
	Iteration 36Q: 3 clusters Score -143170.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -143172.250000 Penalty: 2412.853760
	Iteration 37Q: 3 clusters Score -143172.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -143172.937500 Penalty: 2412.853760
	Iteration 38Q: 3 clusters Score -143172.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -143174.468750 Penalty: 2412.853760
	Iteration 39Q: 3 clusters Score -143174.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -143175.984375 Penalty: 2412.853760
	Iteration 40F: 3 clusters Score -143176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -143176.515625 Penalty: 2412.853760
	Iteration 41Q: 3 clusters Score -143176.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -143178.390625 Penalty: 2412.853760
	Iteration 42Q: 3 clusters Score -143178.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -143180.515625 Penalty: 2412.853760
	Iteration 43Q: 3 clusters Score -143180.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -143186.015625 Penalty: 2412.853760
	Iteration 44Q: 3 clusters Score -143186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -143192.843750 Penalty: 2412.853760
	Iteration 45Q: 3 clusters Score -143192.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -143198.578125 Penalty: 2412.853760
	Iteration 46Q: 3 clusters Score -143198.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -143199.843750 Penalty: 2412.853760
	Iteration 47Q: 3 clusters Score -143199.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -143199.843750 Penalty: 2412.853760
	Iteration 48F: 3 clusters Score -143199.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Entering Unmasked Estep 
Score: -169778.796875 Penalty: 1234.576904
	Iteration 0F: 2 clusters Score -169778.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -167701.984375 Penalty: 2469.153809
	Iteration 0F: 3 clusters Score -167702 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -168139.562500 Penalty: 2469.153809
	Iteration 1F: 3 clusters Score -168139.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -168264.218750 Penalty: 2469.153809
	Iteration 2F: 3 clusters Score -168264.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -168350.468750 Penalty: 2469.153809
	Iteration 3F: 3 clusters Score -168350.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -168460.968750 Penalty: 2469.153809
	Iteration 4Q: 3 clusters Score -168461 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -168575.125000 Penalty: 2469.153809
	Iteration 5F: 3 clusters Score -168575.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -168705.796875 Penalty: 2469.153809
	Iteration 6F: 3 clusters Score -168705.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -168825.421875 Penalty: 2469.153809
	Iteration 7F: 3 clusters Score -168825.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -168939.343750 Penalty: 2469.153809
	Iteration 8Q: 3 clusters Score -168939.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -169057.093750 Penalty: 2469.153809
	Iteration 9Q: 3 clusters Score -169057.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -169152.718750 Penalty: 2469.153809
	Iteration 10Q: 3 clusters Score -169152.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -169206.531250 Penalty: 2469.153809
	Iteration 11Q: 3 clusters Score -169206.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -169239.484375 Penalty: 2469.153809
	Iteration 12Q: 3 clusters Score -169239.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -169277.671875 Penalty: 2469.153809
	Iteration 13Q: 3 clusters Score -169277.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -169302.484375 Penalty: 2469.153809
	Iteration 14Q: 3 clusters Score -169302.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -169327.906250 Penalty: 2469.153809
	Iteration 15Q: 3 clusters Score -169327.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -169345.593750 Penalty: 2469.153809
	Iteration 16Q: 3 clusters Score -169345.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -169358.125000 Penalty: 2469.153809
	Iteration 17Q: 3 clusters Score -169358.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -169362.640625 Penalty: 2469.153809
	Iteration 18Q: 3 clusters Score -169362.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -169366.781250 Penalty: 2469.153809
	Iteration 19Q: 3 clusters Score -169366.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -169376.390625 Penalty: 2469.153809
	Iteration 20F: 3 clusters Score -169376.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -169382.875000 Penalty: 2469.153809
	Iteration 21Q: 3 clusters Score -169382.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -169389.109375 Penalty: 2469.153809
	Iteration 22Q: 3 clusters Score -169389.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -169397.484375 Penalty: 2469.153809
	Iteration 23Q: 3 clusters Score -169397.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -169411.234375 Penalty: 2469.153809
	Iteration 24Q: 3 clusters Score -169411.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -169426.125000 Penalty: 2469.153809
	Iteration 25Q: 3 clusters Score -169426.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -169432.531250 Penalty: 2469.153809
	Iteration 26Q: 3 clusters Score -169432.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -169437.140625 Penalty: 2469.153809
	Iteration 27Q: 3 clusters Score -169437.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -169441.656250 Penalty: 2469.153809
	Iteration 28Q: 3 clusters Score -169441.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -169443.312500 Penalty: 2469.153809
	Iteration 29Q: 3 clusters Score -169443.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -169446.250000 Penalty: 2469.153809
	Iteration 30Q: 3 clusters Score -169446.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -169449.687500 Penalty: 2469.153809
	Iteration 31Q: 3 clusters Score -169449.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -169453.531250 Penalty: 2469.153809
	Iteration 32Q: 3 clusters Score -169453.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -169455.703125 Penalty: 2469.153809
	Iteration 33Q: 3 clusters Score -169455.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -169456.937500 Penalty: 2469.153809
	Iteration 34Q: 3 clusters Score -169456.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -169458.906250 Penalty: 2469.153809
	Iteration 35Q: 3 clusters Score -169458.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -169459.031250 Penalty: 2469.153809
	Iteration 36Q: 3 clusters Score -169459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -169459.281250 Penalty: 2469.153809
	Iteration 37Q: 3 clusters Score -169459.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -169459.281250 Penalty: 2469.153809
	Iteration 38F: 3 clusters Score -169459.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Entering Unmasked Estep 
Score: -116215.187500 Penalty: 1171.517822
	Iteration 0F: 2 clusters Score -116215.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -114585.976562 Penalty: 2343.035645
	Iteration 0F: 3 clusters Score -114586 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -114909.554688 Penalty: 2343.035645
	Iteration 1F: 3 clusters Score -114909.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -114999.718750 Penalty: 2343.035645
	Iteration 2F: 3 clusters Score -114999.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -115085.617188 Penalty: 2343.035645
	Iteration 3Q: 3 clusters Score -115085.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -115178.179688 Penalty: 2343.035645
	Iteration 4Q: 3 clusters Score -115178.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -115278.984375 Penalty: 2343.035645
	Iteration 5Q: 3 clusters Score -115279 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -115366.312500 Penalty: 2343.035645
	Iteration 6Q: 3 clusters Score -115366.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -115448.250000 Penalty: 2343.035645
	Iteration 7Q: 3 clusters Score -115448.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -115490.726562 Penalty: 2343.035645
	Iteration 8Q: 3 clusters Score -115490.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -115502.179688 Penalty: 2343.035645
	Iteration 9Q: 3 clusters Score -115502.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -115514.250000 Penalty: 2343.035645
	Iteration 10Q: 3 clusters Score -115514.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -115521.593750 Penalty: 2343.035645
	Iteration 11Q: 3 clusters Score -115521.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -115525.882812 Penalty: 2343.035645
	Iteration 12Q: 3 clusters Score -115525.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -115527.382812 Penalty: 2343.035645
	Iteration 13Q: 3 clusters Score -115527.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -115527.906250 Penalty: 2343.035645
	Iteration 14Q: 3 clusters Score -115527.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -115527.906250 Penalty: 2343.035645
	Iteration 15F: 3 clusters Score -115527.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (7984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Entering Unmasked Estep 
Score: -736440.437500 Penalty: 1460.094238
	Iteration 0F: 2 clusters Score -736440.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -730582.562500 Penalty: 2920.188477
	Iteration 0F: 3 clusters Score -730582.6 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -732431.000000 Penalty: 2920.188477
	Iteration 1F: 3 clusters Score -732431 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -732723.687500 Penalty: 2920.188477
	Iteration 2F: 3 clusters Score -732723.7 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -732940.750000 Penalty: 2920.188477
	Iteration 3F: 3 clusters Score -732940.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -733115.687500 Penalty: 2920.188477
	Iteration 4F: 3 clusters Score -733115.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -733264.437500 Penalty: 2920.188477
	Iteration 5Q: 3 clusters Score -733264.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -733372.750000 Penalty: 2920.188477
	Iteration 6Q: 3 clusters Score -733372.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -733459.000000 Penalty: 2920.188477
	Iteration 7Q: 3 clusters Score -733459 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -733541.812500 Penalty: 2920.188477
	Iteration 8Q: 3 clusters Score -733541.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -733618.437500 Penalty: 2920.188477
	Iteration 9Q: 3 clusters Score -733618.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -733691.875000 Penalty: 2920.188477
	Iteration 10Q: 3 clusters Score -733691.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -733783.750000 Penalty: 2920.188477
	Iteration 11Q: 3 clusters Score -733783.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -733872.937500 Penalty: 2920.188477
	Iteration 12Q: 3 clusters Score -733872.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -733965.375000 Penalty: 2920.188477
	Iteration 13Q: 3 clusters Score -733965.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -734075.312500 Penalty: 2920.188477
	Iteration 14Q: 3 clusters Score -734075.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -734215.687500 Penalty: 2920.188477
	Iteration 15Q: 3 clusters Score -734215.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -734348.937500 Penalty: 2920.188477
	Iteration 16Q: 3 clusters Score -734348.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -734485.625000 Penalty: 2920.188477
	Iteration 17Q: 3 clusters Score -734485.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -734616.687500 Penalty: 2920.188477
	Iteration 18Q: 3 clusters Score -734616.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -734718.937500 Penalty: 2920.188477
	Iteration 19Q: 3 clusters Score -734718.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -734810.500000 Penalty: 2920.188477
	Iteration 20F: 3 clusters Score -734810.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -734891.500000 Penalty: 2920.188477
	Iteration 21Q: 3 clusters Score -734891.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -734953.812500 Penalty: 2920.188477
	Iteration 22Q: 3 clusters Score -734953.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -734994.312500 Penalty: 2920.188477
	Iteration 23Q: 3 clusters Score -734994.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -735023.125000 Penalty: 2920.188477
	Iteration 24Q: 3 clusters Score -735023.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -735051.125000 Penalty: 2920.188477
	Iteration 25Q: 3 clusters Score -735051.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -735070.562500 Penalty: 2920.188477
	Iteration 26Q: 3 clusters Score -735070.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -735099.250000 Penalty: 2920.188477
	Iteration 27Q: 3 clusters Score -735099.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -735120.437500 Penalty: 2920.188477
	Iteration 28Q: 3 clusters Score -735120.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -735146.062500 Penalty: 2920.188477
	Iteration 29Q: 3 clusters Score -735146.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -735164.187500 Penalty: 2920.188477
	Iteration 30Q: 3 clusters Score -735164.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -735175.687500 Penalty: 2920.188477
	Iteration 31Q: 3 clusters Score -735175.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -735183.500000 Penalty: 2920.188477
	Iteration 32Q: 3 clusters Score -735183.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -735188.312500 Penalty: 2920.188477
	Iteration 33Q: 3 clusters Score -735188.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -735195.937500 Penalty: 2920.188477
	Iteration 34Q: 3 clusters Score -735195.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -735200.062500 Penalty: 2920.188477
	Iteration 35Q: 3 clusters Score -735200.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -735202.187500 Penalty: 2920.188477
	Iteration 36Q: 3 clusters Score -735202.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -735202.812500 Penalty: 2920.188477
	Iteration 37Q: 3 clusters Score -735202.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -735205.250000 Penalty: 2920.188477
	Iteration 38Q: 3 clusters Score -735205.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -735206.125000 Penalty: 2920.188477
	Iteration 39Q: 3 clusters Score -735206.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -735205.500000 Penalty: 2920.188477
	Iteration 40F: 3 clusters Score -735205.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Entering Unmasked Estep 
Score: -101323.171875 Penalty: 1172.356934
	Iteration 0F: 2 clusters Score -101323.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -99694.437500 Penalty: 2344.713867
	Iteration 0F: 3 clusters Score -99694.44 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -100124.648438 Penalty: 2344.713867
	Iteration 1F: 3 clusters Score -100124.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -100351.039062 Penalty: 2344.713867
	Iteration 2F: 3 clusters Score -100351 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -100544.929688 Penalty: 2344.713867
	Iteration 3F: 3 clusters Score -100544.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -100745.132812 Penalty: 2344.713867
	Iteration 4F: 3 clusters Score -100745.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -100887.500000 Penalty: 2344.713867
	Iteration 5F: 3 clusters Score -100887.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -100968.343750 Penalty: 2344.713867
	Iteration 6Q: 3 clusters Score -100968.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -101016.507812 Penalty: 2344.713867
	Iteration 7Q: 3 clusters Score -101016.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -101044.656250 Penalty: 2344.713867
	Iteration 8Q: 3 clusters Score -101044.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -101071.015625 Penalty: 2344.713867
	Iteration 9Q: 3 clusters Score -101071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -101094.328125 Penalty: 2344.713867
	Iteration 10Q: 3 clusters Score -101094.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -101110.468750 Penalty: 2344.713867
	Iteration 11Q: 3 clusters Score -101110.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -101124.507812 Penalty: 2344.713867
	Iteration 12Q: 3 clusters Score -101124.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -101139.320312 Penalty: 2344.713867
	Iteration 13Q: 3 clusters Score -101139.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -101159.335938 Penalty: 2344.713867
	Iteration 14Q: 3 clusters Score -101159.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -101166.117188 Penalty: 2344.713867
	Iteration 15Q: 3 clusters Score -101166.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -101174.914062 Penalty: 2344.713867
	Iteration 16Q: 3 clusters Score -101174.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -101185.500000 Penalty: 2344.713867
	Iteration 17Q: 3 clusters Score -101185.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -101195.117188 Penalty: 2344.713867
	Iteration 18Q: 3 clusters Score -101195.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -101200.851562 Penalty: 2344.713867
	Iteration 19Q: 3 clusters Score -101200.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -101204.117188 Penalty: 2344.713867
	Iteration 20F: 3 clusters Score -101204.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -101206.015625 Penalty: 2344.713867
	Iteration 21Q: 3 clusters Score -101206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -101208.304688 Penalty: 2344.713867
	Iteration 22Q: 3 clusters Score -101208.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -101211.953125 Penalty: 2344.713867
	Iteration 23Q: 3 clusters Score -101212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -101213.539062 Penalty: 2344.713867
	Iteration 24Q: 3 clusters Score -101213.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -101213.539062 Penalty: 2344.713867
	Iteration 25F: 3 clusters Score -101213.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (10887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Entering Unmasked Estep 
Score: -962468.500000 Penalty: 1510.490234
	Iteration 0F: 2 clusters Score -962468.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -954705.062500 Penalty: 3020.980469
	Iteration 0F: 3 clusters Score -954705.1 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -957473.687500 Penalty: 3020.980469
	Iteration 1F: 3 clusters Score -957473.7 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -957994.812500 Penalty: 3020.980469
	Iteration 2F: 3 clusters Score -957994.8 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -958514.375000 Penalty: 3020.980469
	Iteration 3F: 3 clusters Score -958514.4 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -959061.687500 Penalty: 3020.980469
	Iteration 4F: 3 clusters Score -959061.7 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -959683.250000 Penalty: 3020.980469
	Iteration 5F: 3 clusters Score -959683.2 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -960304.562500 Penalty: 3020.980469
	Iteration 6F: 3 clusters Score -960304.6 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -960864.750000 Penalty: 3020.980469
	Iteration 7F: 3 clusters Score -960864.8 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -961304.062500 Penalty: 3020.980469
	Iteration 8Q: 3 clusters Score -961304.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -961649.812500 Penalty: 3020.980469
	Iteration 9Q: 3 clusters Score -961649.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -961886.062500 Penalty: 3020.980469
	Iteration 10Q: 3 clusters Score -961886.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -962054.437500 Penalty: 3020.980469
	Iteration 11Q: 3 clusters Score -962054.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -962186.937500 Penalty: 3020.980469
	Iteration 12Q: 3 clusters Score -962186.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -962305.375000 Penalty: 3020.980469
	Iteration 13Q: 3 clusters Score -962305.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -962441.125000 Penalty: 3020.980469
	Iteration 14Q: 3 clusters Score -962441.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -962632.125000 Penalty: 3020.980469
	Iteration 15Q: 3 clusters Score -962632.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -962846.375000 Penalty: 3020.980469
	Iteration 16Q: 3 clusters Score -962846.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -963056.562500 Penalty: 3020.980469
	Iteration 17Q: 3 clusters Score -963056.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -963199.937500 Penalty: 3020.980469
	Iteration 18Q: 3 clusters Score -963199.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -963275.437500 Penalty: 3020.980469
	Iteration 19Q: 3 clusters Score -963275.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -963313.625000 Penalty: 3020.980469
	Iteration 20F: 3 clusters Score -963313.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -963328.000000 Penalty: 3020.980469
	Iteration 21Q: 3 clusters Score -963328 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -963335.375000 Penalty: 3020.980469
	Iteration 22Q: 3 clusters Score -963335.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -963339.812500 Penalty: 3020.980469
	Iteration 23Q: 3 clusters Score -963339.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -963340.875000 Penalty: 3020.980469
	Iteration 24Q: 3 clusters Score -963340.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -963343.000000 Penalty: 3020.980469
	Iteration 25Q: 3 clusters Score -963343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -963343.562500 Penalty: 3020.980469
	Iteration 26Q: 3 clusters Score -963343.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -963343.625000 Penalty: 3020.980469
	Iteration 27Q: 3 clusters Score -963343.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -963343.437500 Penalty: 3020.980469
	Iteration 28Q: 3 clusters Score -963343.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -963345.750000 Penalty: 3020.980469
	Iteration 29Q: 3 clusters Score -963345.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -963346.750000 Penalty: 3020.980469
	Iteration 30Q: 3 clusters Score -963346.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -963346.937500 Penalty: 3020.980469
	Iteration 31Q: 3 clusters Score -963346.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -963347.312500 Penalty: 3020.980469
	Iteration 32Q: 3 clusters Score -963347.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -963349.125000 Penalty: 3020.980469
	Iteration 33Q: 3 clusters Score -963349.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -963350.187500 Penalty: 3020.980469
	Iteration 34Q: 3 clusters Score -963350.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -963350.000000 Penalty: 3020.980469
	Iteration 35Q: 3 clusters Score -963350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -963351.250000 Penalty: 3020.980469
	Iteration 36Q: 3 clusters Score -963351.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -963349.000000 Penalty: 3020.980469
	Iteration 37Q: 3 clusters Score -963349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -963349.750000 Penalty: 3020.980469
	Iteration 38Q: 3 clusters Score -963349.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -963352.062500 Penalty: 3020.980469
	Iteration 39Q: 3 clusters Score -963352.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -963354.062500 Penalty: 3020.980469
	Iteration 40F: 3 clusters Score -963354.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -963354.062500 Penalty: 3020.980469
	Iteration 41Q: 3 clusters Score -963354.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -963361.687500 Penalty: 3020.980469
	Iteration 42Q: 3 clusters Score -963361.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -963363.000000 Penalty: 3020.980469
	Iteration 43Q: 3 clusters Score -963363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -963361.187500 Penalty: 3020.980469
	Iteration 44Q: 3 clusters Score -963361.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -963365.312500 Penalty: 3020.980469
	Iteration 45Q: 3 clusters Score -963365.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -963362.500000 Penalty: 3020.980469
	Iteration 46Q: 3 clusters Score -963362.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -963362.500000 Penalty: 3020.980469
	Iteration 47F: 3 clusters Score -963362.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7710 members 
Mstep: Class 3 contains 40284 members 
Mstep: Class 4 contains 7430 members 
Mstep: Class 5 contains 23116 members 
Mstep: Class 6 contains 8286 members 
Mstep: Class 7 contains 14874 members 
Mstep: Class 8 contains 10955 members 
Mstep: Class 9 contains 5567 members 
Mstep: Class 10 contains 127299 members 
Mstep: Class 11 contains 18254 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3294 members 
Mstep: Class 15 contains 114638 members 
Mstep: Class 16 contains 82347 members 
Mstep: Class 17 contains 124391 members 
Mstep: Class 18 contains 34189 members 
Mstep: Class 19 contains 3706 members 
Mstep: Class 20 contains 7370 members 
Mstep: Class 21 contains 9496 members 
Mstep: Class 22 contains 69029 members 
Mstep: Class 23 contains 2760 members 
Mstep: Class 24 contains 541 members 
Mstep: Class 25 contains 39232 members 
Mstep: Class 26 contains 950 members 
Mstep: Class 27 contains 4424 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 27963 members 
Mstep: Class 30 contains 59849 members 
Mstep: Class 31 contains 1280 members 
Mstep: Class 32 contains 1782 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 1993 members 
Mstep: Class 35 contains 1352 members 
Mstep: Class 36 contains 7984 members 
Mstep: Class 37 contains 1359 members 
Mstep: Class 38 contains 7060 members 
Mstep: Class 39 contains 4371 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 13456 members 
Mstep: Class 42 contains 7015 members 
Mstep: Class 43 contains 708 members 
Mstep: Class 44 contains 3827 members 
Entering Unmasked Estep 
Score: -84453320.000000 Penalty: 98476.570312
Splitting cluster 38 changes total score from -84453000.000000 to -84453320.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 39 (4371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Entering Unmasked Estep 
Score: -376300.031250 Penalty: 1362.196289
	Iteration 0F: 2 clusters Score -376300 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 2141 members 
Entering Unmasked Estep 
Score: -372754.437500 Penalty: 2724.392578
	Iteration 0F: 3 clusters Score -372754.4 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -374011.125000 Penalty: 2724.392578
	Iteration 1F: 3 clusters Score -374011.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -374509.062500 Penalty: 2724.392578
	Iteration 2F: 3 clusters Score -374509.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -374939.843750 Penalty: 2724.392578
	Iteration 3F: 3 clusters Score -374939.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -375281.437500 Penalty: 2724.392578
	Iteration 4F: 3 clusters Score -375281.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -375511.000000 Penalty: 2724.392578
	Iteration 5F: 3 clusters Score -375511 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -375675.781250 Penalty: 2724.392578
	Iteration 6Q: 3 clusters Score -375675.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -375833.125000 Penalty: 2724.392578
	Iteration 7Q: 3 clusters Score -375833.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -375964.625000 Penalty: 2724.392578
	Iteration 8Q: 3 clusters Score -375964.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -376049.406250 Penalty: 2724.392578
	Iteration 9Q: 3 clusters Score -376049.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -376092.843750 Penalty: 2724.392578
	Iteration 10Q: 3 clusters Score -376092.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -376116.187500 Penalty: 2724.392578
	Iteration 11Q: 3 clusters Score -376116.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -376133.562500 Penalty: 2724.392578
	Iteration 12Q: 3 clusters Score -376133.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -376147.250000 Penalty: 2724.392578
	Iteration 13Q: 3 clusters Score -376147.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -376158.906250 Penalty: 2724.392578
	Iteration 14Q: 3 clusters Score -376158.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -376173.343750 Penalty: 2724.392578
	Iteration 15Q: 3 clusters Score -376173.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -376194.218750 Penalty: 2724.392578
	Iteration 16Q: 3 clusters Score -376194.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -376218.281250 Penalty: 2724.392578
	Iteration 17Q: 3 clusters Score -376218.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -376245.562500 Penalty: 2724.392578
	Iteration 18Q: 3 clusters Score -376245.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -376275.906250 Penalty: 2724.392578
	Iteration 19Q: 3 clusters Score -376275.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -376310.656250 Penalty: 2724.392578
	Iteration 20F: 3 clusters Score -376310.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -376345.218750 Penalty: 2724.392578
	Iteration 21Q: 3 clusters Score -376345.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -376385.718750 Penalty: 2724.392578
	Iteration 22Q: 3 clusters Score -376385.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -376420.406250 Penalty: 2724.392578
	Iteration 23Q: 3 clusters Score -376420.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -376461.718750 Penalty: 2724.392578
	Iteration 24Q: 3 clusters Score -376461.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -376496.093750 Penalty: 2724.392578
	Iteration 25Q: 3 clusters Score -376496.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -376534.250000 Penalty: 2724.392578
	Iteration 26Q: 3 clusters Score -376534.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -376557.156250 Penalty: 2724.392578
	Iteration 27Q: 3 clusters Score -376557.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -376574.750000 Penalty: 2724.392578
	Iteration 28Q: 3 clusters Score -376574.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -376593.250000 Penalty: 2724.392578
	Iteration 29Q: 3 clusters Score -376593.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -376617.625000 Penalty: 2724.392578
	Iteration 30Q: 3 clusters Score -376617.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -376646.437500 Penalty: 2724.392578
	Iteration 31Q: 3 clusters Score -376646.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -376675.750000 Penalty: 2724.392578
	Iteration 32Q: 3 clusters Score -376675.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -376701.625000 Penalty: 2724.392578
	Iteration 33Q: 3 clusters Score -376701.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -376714.281250 Penalty: 2724.392578
	Iteration 34Q: 3 clusters Score -376714.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -376725.031250 Penalty: 2724.392578
	Iteration 35Q: 3 clusters Score -376725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -376731.500000 Penalty: 2724.392578
	Iteration 36Q: 3 clusters Score -376731.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -376733.281250 Penalty: 2724.392578
	Iteration 37Q: 3 clusters Score -376733.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -376735.500000 Penalty: 2724.392578
	Iteration 38Q: 3 clusters Score -376735.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -376734.812500 Penalty: 2724.392578
	Iteration 39Q: 3 clusters Score -376734.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -376734.812500 Penalty: 2724.392578
	Iteration 40F: 3 clusters Score -376734.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7710 members 
Mstep: Class 3 contains 40284 members 
Mstep: Class 4 contains 7430 members 
Mstep: Class 5 contains 23116 members 
Mstep: Class 6 contains 8286 members 
Mstep: Class 7 contains 14874 members 
Mstep: Class 8 contains 10955 members 
Mstep: Class 9 contains 5567 members 
Mstep: Class 10 contains 127299 members 
Mstep: Class 11 contains 18254 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3294 members 
Mstep: Class 15 contains 114638 members 
Mstep: Class 16 contains 82347 members 
Mstep: Class 17 contains 124391 members 
Mstep: Class 18 contains 34189 members 
Mstep: Class 19 contains 3706 members 
Mstep: Class 20 contains 7370 members 
Mstep: Class 21 contains 9496 members 
Mstep: Class 22 contains 69029 members 
Mstep: Class 23 contains 2760 members 
Mstep: Class 24 contains 541 members 
Mstep: Class 25 contains 39232 members 
Mstep: Class 26 contains 950 members 
Mstep: Class 27 contains 4424 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 27963 members 
Mstep: Class 30 contains 59849 members 
Mstep: Class 31 contains 1280 members 
Mstep: Class 32 contains 1782 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 1993 members 
Mstep: Class 35 contains 1352 members 
Mstep: Class 36 contains 7984 members 
Mstep: Class 37 contains 1359 members 
Mstep: Class 38 contains 7060 members 
Mstep: Class 39 contains 1202 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 13456 members 
Mstep: Class 42 contains 7015 members 
Mstep: Class 43 contains 708 members 
Mstep: Class 44 contains 3827 members 
Mstep: Class 45 contains 3169 members 
Entering Unmasked Estep 
Score: -84452952.000000 Penalty: 100714.671875
Splitting cluster 39 changes total score from -84453000.000000 to -84452952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (1317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Entering Unmasked Estep 
Score: -111785.507812 Penalty: 1167.255615
	Iteration 0F: 2 clusters Score -111785.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -110122.132812 Penalty: 2334.511230
	Iteration 0F: 3 clusters Score -110122.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -110468.539062 Penalty: 2334.511230
	Iteration 1F: 3 clusters Score -110468.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -110655.648438 Penalty: 2334.511230
	Iteration 2F: 3 clusters Score -110655.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -110840.437500 Penalty: 2334.511230
	Iteration 3F: 3 clusters Score -110840.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -111018.812500 Penalty: 2334.511230
	Iteration 4F: 3 clusters Score -111018.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -111235.203125 Penalty: 2334.511230
	Iteration 5Q: 3 clusters Score -111235.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -111417.281250 Penalty: 2334.511230
	Iteration 6Q: 3 clusters Score -111417.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -111536.718750 Penalty: 2334.511230
	Iteration 7Q: 3 clusters Score -111536.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -111562.734375 Penalty: 2334.511230
	Iteration 8Q: 3 clusters Score -111562.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -111573.960938 Penalty: 2334.511230
	Iteration 9Q: 3 clusters Score -111574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -111578.937500 Penalty: 2334.511230
	Iteration 10Q: 3 clusters Score -111578.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -111580.968750 Penalty: 2334.511230
	Iteration 11Q: 3 clusters Score -111581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -111581.906250 Penalty: 2334.511230
	Iteration 12Q: 3 clusters Score -111581.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -111583.421875 Penalty: 2334.511230
	Iteration 13Q: 3 clusters Score -111583.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -111583.890625 Penalty: 2334.511230
	Iteration 14Q: 3 clusters Score -111583.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -111583.890625 Penalty: 2334.511230
	Iteration 15F: 3 clusters Score -111583.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (13456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Entering Unmasked Estep 
Score: -1249210.750000 Penalty: 1544.916748
	Iteration 0F: 2 clusters Score -1249211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1239712.625000 Penalty: 3089.833496
	Iteration 0F: 3 clusters Score -1239713 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1242951.000000 Penalty: 3089.833496
	Iteration 1F: 3 clusters Score -1242951 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1243176.500000 Penalty: 3089.833496
	Iteration 2Q: 3 clusters Score -1243176 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1243376.125000 Penalty: 3089.833496
	Iteration 3Q: 3 clusters Score -1243376 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1243588.625000 Penalty: 3089.833496
	Iteration 4Q: 3 clusters Score -1243589 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1243806.000000 Penalty: 3089.833496
	Iteration 5Q: 3 clusters Score -1243806 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1244028.750000 Penalty: 3089.833496
	Iteration 6Q: 3 clusters Score -1244029 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1244265.250000 Penalty: 3089.833496
	Iteration 7Q: 3 clusters Score -1244265 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1244546.375000 Penalty: 3089.833496
	Iteration 8Q: 3 clusters Score -1244546 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1244857.000000 Penalty: 3089.833496
	Iteration 9Q: 3 clusters Score -1244857 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1245227.625000 Penalty: 3089.833496
	Iteration 10Q: 3 clusters Score -1245228 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1245666.500000 Penalty: 3089.833496
	Iteration 11Q: 3 clusters Score -1245666 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1246099.250000 Penalty: 3089.833496
	Iteration 12Q: 3 clusters Score -1246099 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1246467.000000 Penalty: 3089.833496
	Iteration 13Q: 3 clusters Score -1246467 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1246732.000000 Penalty: 3089.833496
	Iteration 14Q: 3 clusters Score -1246732 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1246949.625000 Penalty: 3089.833496
	Iteration 15Q: 3 clusters Score -1246950 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1247119.125000 Penalty: 3089.833496
	Iteration 16Q: 3 clusters Score -1247119 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1247239.500000 Penalty: 3089.833496
	Iteration 17Q: 3 clusters Score -1247240 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1247354.750000 Penalty: 3089.833496
	Iteration 18Q: 3 clusters Score -1247355 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1247432.125000 Penalty: 3089.833496
	Iteration 19Q: 3 clusters Score -1247432 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1247485.875000 Penalty: 3089.833496
	Iteration 20F: 3 clusters Score -1247486 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1247548.500000 Penalty: 3089.833496
	Iteration 21Q: 3 clusters Score -1247548 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1247589.375000 Penalty: 3089.833496
	Iteration 22Q: 3 clusters Score -1247589 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1247628.875000 Penalty: 3089.833496
	Iteration 23Q: 3 clusters Score -1247629 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1247659.250000 Penalty: 3089.833496
	Iteration 24Q: 3 clusters Score -1247659 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1247690.250000 Penalty: 3089.833496
	Iteration 25Q: 3 clusters Score -1247690 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1247723.250000 Penalty: 3089.833496
	Iteration 26Q: 3 clusters Score -1247723 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1247732.625000 Penalty: 3089.833496
	Iteration 27Q: 3 clusters Score -1247733 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1247747.375000 Penalty: 3089.833496
	Iteration 28Q: 3 clusters Score -1247747 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1247764.625000 Penalty: 3089.833496
	Iteration 29Q: 3 clusters Score -1247765 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1247776.625000 Penalty: 3089.833496
	Iteration 30Q: 3 clusters Score -1247777 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1247789.500000 Penalty: 3089.833496
	Iteration 31Q: 3 clusters Score -1247790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1247799.250000 Penalty: 3089.833496
	Iteration 32Q: 3 clusters Score -1247799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1247804.625000 Penalty: 3089.833496
	Iteration 33Q: 3 clusters Score -1247805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1247814.625000 Penalty: 3089.833496
	Iteration 34Q: 3 clusters Score -1247815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1247820.000000 Penalty: 3089.833496
	Iteration 35Q: 3 clusters Score -1247820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1247821.875000 Penalty: 3089.833496
	Iteration 36Q: 3 clusters Score -1247822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1247824.500000 Penalty: 3089.833496
	Iteration 37Q: 3 clusters Score -1247824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1247825.875000 Penalty: 3089.833496
	Iteration 38Q: 3 clusters Score -1247826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1247827.375000 Penalty: 3089.833496
	Iteration 39Q: 3 clusters Score -1247827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1247829.250000 Penalty: 3089.833496
	Iteration 40F: 3 clusters Score -1247829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1247835.000000 Penalty: 3089.833496
	Iteration 41Q: 3 clusters Score -1247835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1247837.500000 Penalty: 3089.833496
	Iteration 42Q: 3 clusters Score -1247838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1247839.125000 Penalty: 3089.833496
	Iteration 43Q: 3 clusters Score -1247839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1247839.125000 Penalty: 3089.833496
	Iteration 44F: 3 clusters Score -1247839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Entering Unmasked Estep 
Score: -627852.000000 Penalty: 1439.068481
	Iteration 0F: 2 clusters Score -627852 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 3496 members 
Entering Unmasked Estep 
Score: -622620.812500 Penalty: 2878.136963
	Iteration 0F: 3 clusters Score -622620.8 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -624330.250000 Penalty: 2878.136963
	Iteration 1F: 3 clusters Score -624330.2 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -624772.750000 Penalty: 2878.136963
	Iteration 2F: 3 clusters Score -624772.8 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -625273.500000 Penalty: 2878.136963
	Iteration 3F: 3 clusters Score -625273.5 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -625894.750000 Penalty: 2878.136963
	Iteration 4F: 3 clusters Score -625894.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -626406.437500 Penalty: 2878.136963
	Iteration 5F: 3 clusters Score -626406.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -626750.687500 Penalty: 2878.136963
	Iteration 6F: 3 clusters Score -626750.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -627129.562500 Penalty: 2878.136963
	Iteration 7Q: 3 clusters Score -627129.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -627632.812500 Penalty: 2878.136963
	Iteration 8Q: 3 clusters Score -627632.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -627840.062500 Penalty: 2878.136963
	Iteration 9Q: 3 clusters Score -627840.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -627917.500000 Penalty: 2878.136963
	Iteration 10Q: 3 clusters Score -627917.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -627973.187500 Penalty: 2878.136963
	Iteration 11Q: 3 clusters Score -627973.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -628006.875000 Penalty: 2878.136963
	Iteration 12Q: 3 clusters Score -628006.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -628035.937500 Penalty: 2878.136963
	Iteration 13Q: 3 clusters Score -628035.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -628060.062500 Penalty: 2878.136963
	Iteration 14Q: 3 clusters Score -628060.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -628075.125000 Penalty: 2878.136963
	Iteration 15Q: 3 clusters Score -628075.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -628092.937500 Penalty: 2878.136963
	Iteration 16Q: 3 clusters Score -628092.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -628111.875000 Penalty: 2878.136963
	Iteration 17Q: 3 clusters Score -628111.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -628125.875000 Penalty: 2878.136963
	Iteration 18Q: 3 clusters Score -628125.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -628139.500000 Penalty: 2878.136963
	Iteration 19Q: 3 clusters Score -628139.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -628148.312500 Penalty: 2878.136963
	Iteration 20F: 3 clusters Score -628148.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -628158.500000 Penalty: 2878.136963
	Iteration 21Q: 3 clusters Score -628158.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -628165.375000 Penalty: 2878.136963
	Iteration 22Q: 3 clusters Score -628165.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -628175.625000 Penalty: 2878.136963
	Iteration 23Q: 3 clusters Score -628175.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -628184.500000 Penalty: 2878.136963
	Iteration 24Q: 3 clusters Score -628184.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -628191.312500 Penalty: 2878.136963
	Iteration 25Q: 3 clusters Score -628191.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -628197.187500 Penalty: 2878.136963
	Iteration 26Q: 3 clusters Score -628197.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -628202.250000 Penalty: 2878.136963
	Iteration 27Q: 3 clusters Score -628202.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -628207.937500 Penalty: 2878.136963
	Iteration 28Q: 3 clusters Score -628207.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -628210.812500 Penalty: 2878.136963
	Iteration 29Q: 3 clusters Score -628210.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -628213.500000 Penalty: 2878.136963
	Iteration 30Q: 3 clusters Score -628213.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -628215.312500 Penalty: 2878.136963
	Iteration 31Q: 3 clusters Score -628215.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -628215.937500 Penalty: 2878.136963
	Iteration 32Q: 3 clusters Score -628215.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -628220.187500 Penalty: 2878.136963
	Iteration 33Q: 3 clusters Score -628220.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -628223.000000 Penalty: 2878.136963
	Iteration 34Q: 3 clusters Score -628223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -628223.812500 Penalty: 2878.136963
	Iteration 35Q: 3 clusters Score -628223.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -628223.375000 Penalty: 2878.136963
	Iteration 36Q: 3 clusters Score -628223.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -628223.312500 Penalty: 2878.136963
	Iteration 37Q: 3 clusters Score -628223.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -628226.375000 Penalty: 2878.136963
	Iteration 38Q: 3 clusters Score -628226.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -628228.562500 Penalty: 2878.136963
	Iteration 39Q: 3 clusters Score -628228.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -628228.875000 Penalty: 2878.136963
	Iteration 40F: 3 clusters Score -628228.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -628231.937500 Penalty: 2878.136963
	Iteration 41Q: 3 clusters Score -628231.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -628233.500000 Penalty: 2878.136963
	Iteration 42Q: 3 clusters Score -628233.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -628233.812500 Penalty: 2878.136963
	Iteration 43Q: 3 clusters Score -628233.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -628235.437500 Penalty: 2878.136963
	Iteration 44Q: 3 clusters Score -628235.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -628239.125000 Penalty: 2878.136963
	Iteration 45Q: 3 clusters Score -628239.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -628242.250000 Penalty: 2878.136963
	Iteration 46Q: 3 clusters Score -628242.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -628247.062500 Penalty: 2878.136963
	Iteration 47Q: 3 clusters Score -628247.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -628255.375000 Penalty: 2878.136963
	Iteration 48Q: 3 clusters Score -628255.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -628265.187500 Penalty: 2878.136963
	Iteration 49Q: 3 clusters Score -628265.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -628278.312500 Penalty: 2878.136963
	Iteration 50Q: 3 clusters Score -628278.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -628284.375000 Penalty: 2878.136963
	Iteration 51Q: 3 clusters Score -628284.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -628289.500000 Penalty: 2878.136963
	Iteration 52Q: 3 clusters Score -628289.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -628295.125000 Penalty: 2878.136963
	Iteration 53Q: 3 clusters Score -628295.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -628299.250000 Penalty: 2878.136963
	Iteration 54Q: 3 clusters Score -628299.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -628303.937500 Penalty: 2878.136963
	Iteration 55Q: 3 clusters Score -628303.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -628307.312500 Penalty: 2878.136963
	Iteration 56Q: 3 clusters Score -628307.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -628309.437500 Penalty: 2878.136963
	Iteration 57Q: 3 clusters Score -628309.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -628309.750000 Penalty: 2878.136963
	Iteration 58Q: 3 clusters Score -628309.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -628311.187500 Penalty: 2878.136963
	Iteration 59Q: 3 clusters Score -628311.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -628311.500000 Penalty: 2878.136963
	Iteration 60F: 3 clusters Score -628311.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -628311.187500 Penalty: 2878.136963
	Iteration 61Q: 3 clusters Score -628311.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -628310.687500 Penalty: 2878.136963
	Iteration 62Q: 3 clusters Score -628310.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -628310.937500 Penalty: 2878.136963
	Iteration 63Q: 3 clusters Score -628310.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -628310.750000 Penalty: 2878.136963
	Iteration 64Q: 3 clusters Score -628310.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -628311.562500 Penalty: 2878.136963
	Iteration 65Q: 3 clusters Score -628311.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -628311.562500 Penalty: 2878.136963
	Iteration 66F: 3 clusters Score -628311.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7710 members 
Mstep: Class 3 contains 40284 members 
Mstep: Class 4 contains 7430 members 
Mstep: Class 5 contains 23116 members 
Mstep: Class 6 contains 8286 members 
Mstep: Class 7 contains 14874 members 
Mstep: Class 8 contains 10955 members 
Mstep: Class 9 contains 5567 members 
Mstep: Class 10 contains 127299 members 
Mstep: Class 11 contains 18254 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3294 members 
Mstep: Class 15 contains 114638 members 
Mstep: Class 16 contains 82347 members 
Mstep: Class 17 contains 124391 members 
Mstep: Class 18 contains 34189 members 
Mstep: Class 19 contains 3706 members 
Mstep: Class 20 contains 7370 members 
Mstep: Class 21 contains 9496 members 
Mstep: Class 22 contains 69029 members 
Mstep: Class 23 contains 2760 members 
Mstep: Class 24 contains 541 members 
Mstep: Class 25 contains 39232 members 
Mstep: Class 26 contains 950 members 
Mstep: Class 27 contains 4424 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 27963 members 
Mstep: Class 30 contains 59849 members 
Mstep: Class 31 contains 1280 members 
Mstep: Class 32 contains 1782 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 1993 members 
Mstep: Class 35 contains 1352 members 
Mstep: Class 36 contains 7984 members 
Mstep: Class 37 contains 1359 members 
Mstep: Class 38 contains 7060 members 
Mstep: Class 39 contains 4371 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 13456 members 
Mstep: Class 42 contains 1696 members 
Mstep: Class 43 contains 708 members 
Mstep: Class 44 contains 3827 members 
Mstep: Class 45 contains 5319 members 
Entering Unmasked Estep 
Score: -84452960.000000 Penalty: 100714.671875
Splitting cluster 42 changes total score from -84453000.000000 to -84452960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Entering Unmasked Estep 
Score: -50131.683594 Penalty: 1066.397217
	Iteration 0F: 2 clusters Score -50131.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -48985.785156 Penalty: 2132.794434
	Iteration 0F: 3 clusters Score -48985.79 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -49471.625000 Penalty: 2132.794434
	Iteration 1F: 3 clusters Score -49471.62 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -49708.617188 Penalty: 2132.794434
	Iteration 2F: 3 clusters Score -49708.62 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -49890.226562 Penalty: 2132.794434
	Iteration 3F: 3 clusters Score -49890.23 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -50043.824219 Penalty: 2132.794434
	Iteration 4F: 3 clusters Score -50043.82 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -50129.613281 Penalty: 2132.794434
	Iteration 5Q: 3 clusters Score -50129.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -50237.421875 Penalty: 2132.794434
	Iteration 6Q: 3 clusters Score -50237.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -50276.468750 Penalty: 2132.794434
	Iteration 7Q: 3 clusters Score -50276.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -50291.875000 Penalty: 2132.794434
	Iteration 8Q: 3 clusters Score -50291.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -50304.394531 Penalty: 2132.794434
	Iteration 9Q: 3 clusters Score -50304.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -50311.082031 Penalty: 2132.794434
	Iteration 10Q: 3 clusters Score -50311.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -50312.195312 Penalty: 2132.794434
	Iteration 11Q: 3 clusters Score -50312.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -50313.843750 Penalty: 2132.794434
	Iteration 12Q: 3 clusters Score -50313.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -50313.843750 Penalty: 2132.794434
	Iteration 13F: 3 clusters Score -50313.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7710 members 
Mstep: Class 3 contains 40284 members 
Mstep: Class 4 contains 7430 members 
Mstep: Class 5 contains 23116 members 
Mstep: Class 6 contains 8286 members 
Mstep: Class 7 contains 14874 members 
Mstep: Class 8 contains 10955 members 
Mstep: Class 9 contains 5567 members 
Mstep: Class 10 contains 127299 members 
Mstep: Class 11 contains 18254 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3294 members 
Mstep: Class 15 contains 114638 members 
Mstep: Class 16 contains 82347 members 
Mstep: Class 17 contains 124391 members 
Mstep: Class 18 contains 34189 members 
Mstep: Class 19 contains 3706 members 
Mstep: Class 20 contains 7370 members 
Mstep: Class 21 contains 9496 members 
Mstep: Class 22 contains 69029 members 
Mstep: Class 23 contains 2760 members 
Mstep: Class 24 contains 541 members 
Mstep: Class 25 contains 39232 members 
Mstep: Class 26 contains 950 members 
Mstep: Class 27 contains 4424 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 27963 members 
Mstep: Class 30 contains 59849 members 
Mstep: Class 31 contains 1280 members 
Mstep: Class 32 contains 1782 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 1993 members 
Mstep: Class 35 contains 1352 members 
Mstep: Class 36 contains 7984 members 
Mstep: Class 37 contains 1359 members 
Mstep: Class 38 contains 7060 members 
Mstep: Class 39 contains 4371 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 13456 members 
Mstep: Class 42 contains 7015 members 
Mstep: Class 43 contains 396 members 
Mstep: Class 44 contains 3827 members 
Mstep: Class 45 contains 312 members 
Entering Unmasked Estep 
Score: -84452296.000000 Penalty: 100714.671875
Splitting cluster 43 changes total score from -84453000.000000 to -84452296.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7710 members 
Mstep: Class 3 contains 40284 members 
Mstep: Class 4 contains 7430 members 
Mstep: Class 5 contains 23116 members 
Mstep: Class 6 contains 8286 members 
Mstep: Class 7 contains 14874 members 
Mstep: Class 8 contains 10955 members 
Mstep: Class 9 contains 5567 members 
Mstep: Class 10 contains 127299 members 
Mstep: Class 11 contains 18254 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3294 members 
Mstep: Class 15 contains 114638 members 
Mstep: Class 16 contains 82347 members 
Mstep: Class 17 contains 124391 members 
Mstep: Class 18 contains 34189 members 
Mstep: Class 19 contains 3706 members 
Mstep: Class 20 contains 7370 members 
Mstep: Class 21 contains 9496 members 
Mstep: Class 22 contains 69029 members 
Mstep: Class 23 contains 2760 members 
Mstep: Class 24 contains 541 members 
Mstep: Class 25 contains 39232 members 
Mstep: Class 26 contains 950 members 
Mstep: Class 27 contains 4424 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 27963 members 
Mstep: Class 30 contains 59849 members 
Mstep: Class 31 contains 1280 members 
Mstep: Class 32 contains 1782 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 1993 members 
Mstep: Class 35 contains 1352 members 
Mstep: Class 36 contains 7984 members 
Mstep: Class 37 contains 1359 members 
Mstep: Class 38 contains 7060 members 
Mstep: Class 39 contains 4371 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 13456 members 
Mstep: Class 42 contains 7015 members 
Mstep: Class 43 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453744.000000 Penalty: 98476.570312
Iteration 199Q: 45 clusters Score -8.445374e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7707 members 
Mstep: Class 3 contains 40287 members 
Mstep: Class 4 contains 7502 members 
Mstep: Class 5 contains 23057 members 
Mstep: Class 6 contains 8296 members 
Mstep: Class 7 contains 14874 members 
Mstep: Class 8 contains 10950 members 
Mstep: Class 9 contains 5571 members 
Mstep: Class 10 contains 127219 members 
Mstep: Class 11 contains 18254 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3294 members 
Mstep: Class 15 contains 114627 members 
Mstep: Class 16 contains 82395 members 
Mstep: Class 17 contains 124383 members 
Mstep: Class 18 contains 34094 members 
Mstep: Class 19 contains 3801 members 
Mstep: Class 20 contains 7370 members 
Mstep: Class 21 contains 9440 members 
Mstep: Class 22 contains 69031 members 
Mstep: Class 23 contains 2756 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 39221 members 
Mstep: Class 26 contains 950 members 
Mstep: Class 27 contains 4352 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 27949 members 
Mstep: Class 30 contains 59850 members 
Mstep: Class 31 contains 1280 members 
Mstep: Class 32 contains 1782 members 
Mstep: Class 33 contains 1718 members 
Mstep: Class 34 contains 1992 members 
Mstep: Class 35 contains 1352 members 
Mstep: Class 36 contains 7991 members 
Mstep: Class 37 contains 1356 members 
Mstep: Class 38 contains 7288 members 
Mstep: Class 39 contains 4368 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 13467 members 
Mstep: Class 42 contains 7014 members 
Mstep: Class 43 contains 708 members 
Mstep: Class 44 contains 3729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84454056.000000 Penalty: 98476.570312
Iteration 200F: 45 clusters Score -8.445406e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7704 members 
Mstep: Class 3 contains 40289 members 
Mstep: Class 4 contains 7570 members 
Mstep: Class 5 contains 23034 members 
Mstep: Class 6 contains 8306 members 
Mstep: Class 7 contains 14873 members 
Mstep: Class 8 contains 10950 members 
Mstep: Class 9 contains 5569 members 
Mstep: Class 10 contains 127176 members 
Mstep: Class 11 contains 18254 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3298 members 
Mstep: Class 15 contains 114604 members 
Mstep: Class 16 contains 82436 members 
Mstep: Class 17 contains 124367 members 
Mstep: Class 18 contains 34006 members 
Mstep: Class 19 contains 3833 members 
Mstep: Class 20 contains 7372 members 
Mstep: Class 21 contains 9387 members 
Mstep: Class 22 contains 69018 members 
Mstep: Class 23 contains 2757 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 39215 members 
Mstep: Class 26 contains 952 members 
Mstep: Class 27 contains 4293 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 27941 members 
Mstep: Class 30 contains 59849 members 
Mstep: Class 31 contains 1280 members 
Mstep: Class 32 contains 1782 members 
Mstep: Class 33 contains 1712 members 
Mstep: Class 34 contains 1992 members 
Mstep: Class 35 contains 1351 members 
Mstep: Class 36 contains 7991 members 
Mstep: Class 37 contains 1356 members 
Mstep: Class 38 contains 7439 members 
Mstep: Class 39 contains 4369 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 13478 members 
Mstep: Class 42 contains 7016 members 
Mstep: Class 43 contains 708 members 
Mstep: Class 44 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84454024.000000 Penalty: 98476.570312
Iteration 201Q: 45 clusters Score -8.445402e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7701 members 
Mstep: Class 3 contains 40294 members 
Mstep: Class 4 contains 7633 members 
Mstep: Class 5 contains 23009 members 
Mstep: Class 6 contains 8312 members 
Mstep: Class 7 contains 14871 members 
Mstep: Class 8 contains 10948 members 
Mstep: Class 9 contains 5571 members 
Mstep: Class 10 contains 127126 members 
Mstep: Class 11 contains 18255 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3302 members 
Mstep: Class 15 contains 114594 members 
Mstep: Class 16 contains 82478 members 
Mstep: Class 17 contains 124361 members 
Mstep: Class 18 contains 33897 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 7367 members 
Mstep: Class 21 contains 9346 members 
Mstep: Class 22 contains 69019 members 
Mstep: Class 23 contains 2757 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 39217 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 4235 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 27942 members 
Mstep: Class 30 contains 59849 members 
Mstep: Class 31 contains 1280 members 
Mstep: Class 32 contains 1784 members 
Mstep: Class 33 contains 1710 members 
Mstep: Class 34 contains 1991 members 
Mstep: Class 35 contains 1351 members 
Mstep: Class 36 contains 7994 members 
Mstep: Class 37 contains 1357 members 
Mstep: Class 38 contains 7583 members 
Mstep: Class 39 contains 4369 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 13490 members 
Mstep: Class 42 contains 7014 members 
Mstep: Class 43 contains 709 members 
Mstep: Class 44 contains 3756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84454328.000000 Penalty: 98476.570312
Iteration 202Q: 45 clusters Score -8.445433e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7700 members 
Mstep: Class 3 contains 40299 members 
Mstep: Class 4 contains 7691 members 
Mstep: Class 5 contains 22985 members 
Mstep: Class 6 contains 8316 members 
Mstep: Class 7 contains 14870 members 
Mstep: Class 8 contains 10945 members 
Mstep: Class 9 contains 5572 members 
Mstep: Class 10 contains 127075 members 
Mstep: Class 11 contains 18255 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3304 members 
Mstep: Class 15 contains 114582 members 
Mstep: Class 16 contains 82510 members 
Mstep: Class 17 contains 124363 members 
Mstep: Class 18 contains 33807 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 7367 members 
Mstep: Class 21 contains 9315 members 
Mstep: Class 22 contains 69026 members 
Mstep: Class 23 contains 2758 members 
Mstep: Class 24 contains 541 members 
Mstep: Class 25 contains 39213 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 4172 members 
Mstep: Class 28 contains 1655 members 
Mstep: Class 29 contains 27935 members 
Mstep: Class 30 contains 59850 members 
Mstep: Class 31 contains 1280 members 
Mstep: Class 32 contains 1787 members 
Mstep: Class 33 contains 1712 members 
Mstep: Class 34 contains 1989 members 
Mstep: Class 35 contains 1353 members 
Mstep: Class 36 contains 7996 members 
Mstep: Class 37 contains 1356 members 
Mstep: Class 38 contains 7713 members 
Mstep: Class 39 contains 4369 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 13498 members 
Mstep: Class 42 contains 7013 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 3765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84454384.000000 Penalty: 98476.570312
Iteration 203Q: 45 clusters Score -8.445438e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7698 members 
Mstep: Class 3 contains 40302 members 
Mstep: Class 4 contains 7759 members 
Mstep: Class 5 contains 22953 members 
Mstep: Class 6 contains 8316 members 
Mstep: Class 7 contains 14868 members 
Mstep: Class 8 contains 10942 members 
Mstep: Class 9 contains 5571 members 
Mstep: Class 10 contains 127054 members 
Mstep: Class 11 contains 18254 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3306 members 
Mstep: Class 15 contains 114572 members 
Mstep: Class 16 contains 82536 members 
Mstep: Class 17 contains 124357 members 
Mstep: Class 18 contains 33734 members 
Mstep: Class 19 contains 3884 members 
Mstep: Class 20 contains 7362 members 
Mstep: Class 21 contains 9287 members 
Mstep: Class 22 contains 69019 members 
Mstep: Class 23 contains 2760 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 39208 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 4117 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 27928 members 
Mstep: Class 30 contains 59851 members 
Mstep: Class 31 contains 1280 members 
Mstep: Class 32 contains 1790 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 1987 members 
Mstep: Class 35 contains 1352 members 
Mstep: Class 36 contains 8002 members 
Mstep: Class 37 contains 1351 members 
Mstep: Class 38 contains 7838 members 
Mstep: Class 39 contains 4367 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 13504 members 
Mstep: Class 42 contains 7016 members 
Mstep: Class 43 contains 709 members 
Mstep: Class 44 contains 3764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84454624.000000 Penalty: 98476.570312
Iteration 204Q: 45 clusters Score -8.445462e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 40305 members 
Mstep: Class 4 contains 7828 members 
Mstep: Class 5 contains 22940 members 
Mstep: Class 6 contains 8317 members 
Mstep: Class 7 contains 14867 members 
Mstep: Class 8 contains 10937 members 
Mstep: Class 9 contains 5570 members 
Mstep: Class 10 contains 127043 members 
Mstep: Class 11 contains 18254 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3312 members 
Mstep: Class 15 contains 114553 members 
Mstep: Class 16 contains 82568 members 
Mstep: Class 17 contains 124353 members 
Mstep: Class 18 contains 33662 members 
Mstep: Class 19 contains 3881 members 
Mstep: Class 20 contains 7353 members 
Mstep: Class 21 contains 9265 members 
Mstep: Class 22 contains 69014 members 
Mstep: Class 23 contains 2765 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 39202 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 4057 members 
Mstep: Class 28 contains 1659 members 
Mstep: Class 29 contains 27926 members 
Mstep: Class 30 contains 59851 members 
Mstep: Class 31 contains 1280 members 
Mstep: Class 32 contains 1791 members 
Mstep: Class 33 contains 1728 members 
Mstep: Class 34 contains 1987 members 
Mstep: Class 35 contains 1351 members 
Mstep: Class 36 contains 8008 members 
Mstep: Class 37 contains 1350 members 
Mstep: Class 38 contains 7930 members 
Mstep: Class 39 contains 4365 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 13507 members 
Mstep: Class 42 contains 7012 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 3771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84454592.000000 Penalty: 98476.570312
Iteration 205Q: 45 clusters Score -8.445459e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7697 members 
Mstep: Class 3 contains 40307 members 
Mstep: Class 4 contains 7882 members 
Mstep: Class 5 contains 22931 members 
Mstep: Class 6 contains 8318 members 
Mstep: Class 7 contains 14871 members 
Mstep: Class 8 contains 10937 members 
Mstep: Class 9 contains 5575 members 
Mstep: Class 10 contains 127027 members 
Mstep: Class 11 contains 18253 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3311 members 
Mstep: Class 15 contains 114545 members 
Mstep: Class 16 contains 82583 members 
Mstep: Class 17 contains 124351 members 
Mstep: Class 18 contains 33594 members 
Mstep: Class 19 contains 3883 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 9259 members 
Mstep: Class 22 contains 69010 members 
Mstep: Class 23 contains 2769 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 39197 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 4013 members 
Mstep: Class 28 contains 1661 members 
Mstep: Class 29 contains 27922 members 
Mstep: Class 30 contains 59850 members 
Mstep: Class 31 contains 1280 members 
Mstep: Class 32 contains 1792 members 
Mstep: Class 33 contains 1732 members 
Mstep: Class 34 contains 1987 members 
Mstep: Class 35 contains 1352 members 
Mstep: Class 36 contains 8011 members 
Mstep: Class 37 contains 1348 members 
Mstep: Class 38 contains 7994 members 
Mstep: Class 39 contains 4362 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 13511 members 
Mstep: Class 42 contains 7010 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 3782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84454736.000000 Penalty: 98476.570312
Iteration 206Q: 45 clusters Score -8.445474e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 40309 members 
Mstep: Class 4 contains 7955 members 
Mstep: Class 5 contains 22915 members 
Mstep: Class 6 contains 8318 members 
Mstep: Class 7 contains 14873 members 
Mstep: Class 8 contains 10933 members 
Mstep: Class 9 contains 5575 members 
Mstep: Class 10 contains 127015 members 
Mstep: Class 11 contains 18253 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3312 members 
Mstep: Class 15 contains 114544 members 
Mstep: Class 16 contains 82588 members 
Mstep: Class 17 contains 124353 members 
Mstep: Class 18 contains 33537 members 
Mstep: Class 19 contains 3881 members 
Mstep: Class 20 contains 7330 members 
Mstep: Class 21 contains 9235 members 
Mstep: Class 22 contains 69006 members 
Mstep: Class 23 contains 2772 members 
Mstep: Class 24 contains 541 members 
Mstep: Class 25 contains 39197 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 3966 members 
Mstep: Class 28 contains 1664 members 
Mstep: Class 29 contains 27920 members 
Mstep: Class 30 contains 59849 members 
Mstep: Class 31 contains 1280 members 
Mstep: Class 32 contains 1792 members 
Mstep: Class 33 contains 1737 members 
Mstep: Class 34 contains 1987 members 
Mstep: Class 35 contains 1355 members 
Mstep: Class 36 contains 8011 members 
Mstep: Class 37 contains 1348 members 
Mstep: Class 38 contains 8067 members 
Mstep: Class 39 contains 4358 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 13514 members 
Mstep: Class 42 contains 7010 members 
Mstep: Class 43 contains 720 members 
Mstep: Class 44 contains 3791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84454800.000000 Penalty: 98476.570312
Iteration 207Q: 45 clusters Score -8.44548e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 40311 members 
Mstep: Class 4 contains 8021 members 
Mstep: Class 5 contains 22905 members 
Mstep: Class 6 contains 8315 members 
Mstep: Class 7 contains 14876 members 
Mstep: Class 8 contains 10933 members 
Mstep: Class 9 contains 5572 members 
Mstep: Class 10 contains 127011 members 
Mstep: Class 11 contains 18252 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3314 members 
Mstep: Class 15 contains 114532 members 
Mstep: Class 16 contains 82599 members 
Mstep: Class 17 contains 124354 members 
Mstep: Class 18 contains 33478 members 
Mstep: Class 19 contains 3900 members 
Mstep: Class 20 contains 7321 members 
Mstep: Class 21 contains 9227 members 
Mstep: Class 22 contains 69002 members 
Mstep: Class 23 contains 2777 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 39197 members 
Mstep: Class 26 contains 965 members 
Mstep: Class 27 contains 3915 members 
Mstep: Class 28 contains 1666 members 
Mstep: Class 29 contains 27918 members 
Mstep: Class 30 contains 59850 members 
Mstep: Class 31 contains 1279 members 
Mstep: Class 32 contains 1792 members 
Mstep: Class 33 contains 1741 members 
Mstep: Class 34 contains 1987 members 
Mstep: Class 35 contains 1357 members 
Mstep: Class 36 contains 8010 members 
Mstep: Class 37 contains 1349 members 
Mstep: Class 38 contains 8114 members 
Mstep: Class 39 contains 4355 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 13516 members 
Mstep: Class 42 contains 7007 members 
Mstep: Class 43 contains 719 members 
Mstep: Class 44 contains 3797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84454856.000000 Penalty: 98476.570312
Iteration 208Q: 45 clusters Score -8.445486e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7691 members 
Mstep: Class 3 contains 40311 members 
Mstep: Class 4 contains 8074 members 
Mstep: Class 5 contains 22892 members 
Mstep: Class 6 contains 8315 members 
Mstep: Class 7 contains 14878 members 
Mstep: Class 8 contains 10932 members 
Mstep: Class 9 contains 5573 members 
Mstep: Class 10 contains 127021 members 
Mstep: Class 11 contains 18252 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3316 members 
Mstep: Class 15 contains 114522 members 
Mstep: Class 16 contains 82607 members 
Mstep: Class 17 contains 124352 members 
Mstep: Class 18 contains 33436 members 
Mstep: Class 19 contains 3905 members 
Mstep: Class 20 contains 7310 members 
Mstep: Class 21 contains 9206 members 
Mstep: Class 22 contains 69000 members 
Mstep: Class 23 contains 2781 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 39194 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 3857 members 
Mstep: Class 28 contains 1669 members 
Mstep: Class 29 contains 27920 members 
Mstep: Class 30 contains 59851 members 
Mstep: Class 31 contains 1279 members 
Mstep: Class 32 contains 1793 members 
Mstep: Class 33 contains 1744 members 
Mstep: Class 34 contains 1987 members 
Mstep: Class 35 contains 1356 members 
Mstep: Class 36 contains 8013 members 
Mstep: Class 37 contains 1350 members 
Mstep: Class 38 contains 8180 members 
Mstep: Class 39 contains 4352 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 13516 members 
Mstep: Class 42 contains 7005 members 
Mstep: Class 43 contains 718 members 
Mstep: Class 44 contains 3803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455048.000000 Penalty: 98476.570312
Iteration 209Q: 45 clusters Score -8.445505e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7689 members 
Mstep: Class 3 contains 40306 members 
Mstep: Class 4 contains 8134 members 
Mstep: Class 5 contains 22885 members 
Mstep: Class 6 contains 8315 members 
Mstep: Class 7 contains 14876 members 
Mstep: Class 8 contains 10932 members 
Mstep: Class 9 contains 5576 members 
Mstep: Class 10 contains 127016 members 
Mstep: Class 11 contains 18252 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3316 members 
Mstep: Class 15 contains 114515 members 
Mstep: Class 16 contains 82592 members 
Mstep: Class 17 contains 124355 members 
Mstep: Class 18 contains 33387 members 
Mstep: Class 19 contains 3907 members 
Mstep: Class 20 contains 7308 members 
Mstep: Class 21 contains 9199 members 
Mstep: Class 22 contains 68998 members 
Mstep: Class 23 contains 2783 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 39192 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 3810 members 
Mstep: Class 28 contains 1672 members 
Mstep: Class 29 contains 27926 members 
Mstep: Class 30 contains 59850 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1793 members 
Mstep: Class 33 contains 1748 members 
Mstep: Class 34 contains 1987 members 
Mstep: Class 35 contains 1356 members 
Mstep: Class 36 contains 8024 members 
Mstep: Class 37 contains 1350 members 
Mstep: Class 38 contains 8241 members 
Mstep: Class 39 contains 4349 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 13515 members 
Mstep: Class 42 contains 7004 members 
Mstep: Class 43 contains 719 members 
Mstep: Class 44 contains 3805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455208.000000 Penalty: 98476.570312
Iteration 210Q: 45 clusters Score -8.445521e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7688 members 
Mstep: Class 3 contains 40303 members 
Mstep: Class 4 contains 8186 members 
Mstep: Class 5 contains 22873 members 
Mstep: Class 6 contains 8312 members 
Mstep: Class 7 contains 14878 members 
Mstep: Class 8 contains 10931 members 
Mstep: Class 9 contains 5580 members 
Mstep: Class 10 contains 127009 members 
Mstep: Class 11 contains 18253 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3315 members 
Mstep: Class 15 contains 114516 members 
Mstep: Class 16 contains 82589 members 
Mstep: Class 17 contains 124358 members 
Mstep: Class 18 contains 33341 members 
Mstep: Class 19 contains 3914 members 
Mstep: Class 20 contains 7304 members 
Mstep: Class 21 contains 9196 members 
Mstep: Class 22 contains 68994 members 
Mstep: Class 23 contains 2787 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 39193 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 1675 members 
Mstep: Class 29 contains 27930 members 
Mstep: Class 30 contains 59849 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1792 members 
Mstep: Class 33 contains 1753 members 
Mstep: Class 34 contains 1987 members 
Mstep: Class 35 contains 1355 members 
Mstep: Class 36 contains 8022 members 
Mstep: Class 37 contains 1350 members 
Mstep: Class 38 contains 8277 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 13514 members 
Mstep: Class 42 contains 7002 members 
Mstep: Class 43 contains 719 members 
Mstep: Class 44 contains 3811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455176.000000 Penalty: 98476.570312
Iteration 211Q: 45 clusters Score -8.445518e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7689 members 
Mstep: Class 3 contains 40305 members 
Mstep: Class 4 contains 8237 members 
Mstep: Class 5 contains 22867 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 14874 members 
Mstep: Class 8 contains 10929 members 
Mstep: Class 9 contains 5580 members 
Mstep: Class 10 contains 127007 members 
Mstep: Class 11 contains 18253 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3317 members 
Mstep: Class 15 contains 114515 members 
Mstep: Class 16 contains 82592 members 
Mstep: Class 17 contains 124355 members 
Mstep: Class 18 contains 33290 members 
Mstep: Class 19 contains 3923 members 
Mstep: Class 20 contains 7296 members 
Mstep: Class 21 contains 9188 members 
Mstep: Class 22 contains 68992 members 
Mstep: Class 23 contains 2791 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 39191 members 
Mstep: Class 26 contains 970 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 1676 members 
Mstep: Class 29 contains 27937 members 
Mstep: Class 30 contains 59849 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1791 members 
Mstep: Class 33 contains 1758 members 
Mstep: Class 34 contains 1987 members 
Mstep: Class 35 contains 1355 members 
Mstep: Class 36 contains 8022 members 
Mstep: Class 37 contains 1352 members 
Mstep: Class 38 contains 8305 members 
Mstep: Class 39 contains 4348 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 13514 members 
Mstep: Class 42 contains 7000 members 
Mstep: Class 43 contains 718 members 
Mstep: Class 44 contains 3819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455184.000000 Penalty: 98476.570312
Iteration 212Q: 45 clusters Score -8.445518e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7686 members 
Mstep: Class 3 contains 40310 members 
Mstep: Class 4 contains 8292 members 
Mstep: Class 5 contains 22862 members 
Mstep: Class 6 contains 8305 members 
Mstep: Class 7 contains 14875 members 
Mstep: Class 8 contains 10928 members 
Mstep: Class 9 contains 5584 members 
Mstep: Class 10 contains 127013 members 
Mstep: Class 11 contains 18253 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3317 members 
Mstep: Class 15 contains 114515 members 
Mstep: Class 16 contains 82575 members 
Mstep: Class 17 contains 124355 members 
Mstep: Class 18 contains 33254 members 
Mstep: Class 19 contains 3934 members 
Mstep: Class 20 contains 7283 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 68995 members 
Mstep: Class 23 contains 2797 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 39191 members 
Mstep: Class 26 contains 971 members 
Mstep: Class 27 contains 3719 members 
Mstep: Class 28 contains 1676 members 
Mstep: Class 29 contains 27930 members 
Mstep: Class 30 contains 59849 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1792 members 
Mstep: Class 33 contains 1764 members 
Mstep: Class 34 contains 1987 members 
Mstep: Class 35 contains 1355 members 
Mstep: Class 36 contains 8021 members 
Mstep: Class 37 contains 1353 members 
Mstep: Class 38 contains 8323 members 
Mstep: Class 39 contains 4349 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 13514 members 
Mstep: Class 42 contains 7001 members 
Mstep: Class 43 contains 718 members 
Mstep: Class 44 contains 3827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455240.000000 Penalty: 98476.570312
Iteration 213Q: 45 clusters Score -8.445524e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7684 members 
Mstep: Class 3 contains 40315 members 
Mstep: Class 4 contains 8347 members 
Mstep: Class 5 contains 22851 members 
Mstep: Class 6 contains 8304 members 
Mstep: Class 7 contains 14876 members 
Mstep: Class 8 contains 10926 members 
Mstep: Class 9 contains 5586 members 
Mstep: Class 10 contains 127012 members 
Mstep: Class 11 contains 18253 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3318 members 
Mstep: Class 15 contains 114520 members 
Mstep: Class 16 contains 82568 members 
Mstep: Class 17 contains 124363 members 
Mstep: Class 18 contains 33196 members 
Mstep: Class 19 contains 3942 members 
Mstep: Class 20 contains 7275 members 
Mstep: Class 21 contains 9167 members 
Mstep: Class 22 contains 68993 members 
Mstep: Class 23 contains 2800 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 39189 members 
Mstep: Class 26 contains 974 members 
Mstep: Class 27 contains 3694 members 
Mstep: Class 28 contains 1676 members 
Mstep: Class 29 contains 27930 members 
Mstep: Class 30 contains 59849 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1793 members 
Mstep: Class 33 contains 1767 members 
Mstep: Class 34 contains 1987 members 
Mstep: Class 35 contains 1355 members 
Mstep: Class 36 contains 8022 members 
Mstep: Class 37 contains 1355 members 
Mstep: Class 38 contains 8346 members 
Mstep: Class 39 contains 4350 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 13515 members 
Mstep: Class 42 contains 7000 members 
Mstep: Class 43 contains 718 members 
Mstep: Class 44 contains 3834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455296.000000 Penalty: 98476.570312
Iteration 214Q: 45 clusters Score -8.44553e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7682 members 
Mstep: Class 3 contains 40319 members 
Mstep: Class 4 contains 8386 members 
Mstep: Class 5 contains 22840 members 
Mstep: Class 6 contains 8302 members 
Mstep: Class 7 contains 14876 members 
Mstep: Class 8 contains 10925 members 
Mstep: Class 9 contains 5588 members 
Mstep: Class 10 contains 127005 members 
Mstep: Class 11 contains 18253 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3318 members 
Mstep: Class 15 contains 114524 members 
Mstep: Class 16 contains 82580 members 
Mstep: Class 17 contains 124375 members 
Mstep: Class 18 contains 33143 members 
Mstep: Class 19 contains 3950 members 
Mstep: Class 20 contains 7270 members 
Mstep: Class 21 contains 9165 members 
Mstep: Class 22 contains 68993 members 
Mstep: Class 23 contains 2801 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 39185 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 3673 members 
Mstep: Class 28 contains 1676 members 
Mstep: Class 29 contains 27932 members 
Mstep: Class 30 contains 59849 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1793 members 
Mstep: Class 33 contains 1769 members 
Mstep: Class 34 contains 1987 members 
Mstep: Class 35 contains 1355 members 
Mstep: Class 36 contains 8019 members 
Mstep: Class 37 contains 1356 members 
Mstep: Class 38 contains 8368 members 
Mstep: Class 39 contains 4350 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 13513 members 
Mstep: Class 42 contains 6999 members 
Mstep: Class 43 contains 718 members 
Mstep: Class 44 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455104.000000 Penalty: 98476.570312
Iteration 215Q: 45 clusters Score -8.44551e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7682 members 
Mstep: Class 3 contains 40318 members 
Mstep: Class 4 contains 8426 members 
Mstep: Class 5 contains 22824 members 
Mstep: Class 6 contains 8304 members 
Mstep: Class 7 contains 14878 members 
Mstep: Class 8 contains 10923 members 
Mstep: Class 9 contains 5592 members 
Mstep: Class 10 contains 127011 members 
Mstep: Class 11 contains 18253 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3318 members 
Mstep: Class 15 contains 114525 members 
Mstep: Class 16 contains 82590 members 
Mstep: Class 17 contains 124384 members 
Mstep: Class 18 contains 33104 members 
Mstep: Class 19 contains 3956 members 
Mstep: Class 20 contains 7257 members 
Mstep: Class 21 contains 9158 members 
Mstep: Class 22 contains 68993 members 
Mstep: Class 23 contains 2804 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 39180 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 3642 members 
Mstep: Class 28 contains 1676 members 
Mstep: Class 29 contains 27932 members 
Mstep: Class 30 contains 59848 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1793 members 
Mstep: Class 33 contains 1769 members 
Mstep: Class 34 contains 1987 members 
Mstep: Class 35 contains 1355 members 
Mstep: Class 36 contains 8020 members 
Mstep: Class 37 contains 1357 members 
Mstep: Class 38 contains 8393 members 
Mstep: Class 39 contains 4350 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 13514 members 
Mstep: Class 42 contains 7000 members 
Mstep: Class 43 contains 718 members 
Mstep: Class 44 contains 3840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455136.000000 Penalty: 98476.570312
Iteration 216Q: 45 clusters Score -8.445514e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7681 members 
Mstep: Class 3 contains 40318 members 
Mstep: Class 4 contains 8473 members 
Mstep: Class 5 contains 22814 members 
Mstep: Class 6 contains 8304 members 
Mstep: Class 7 contains 14878 members 
Mstep: Class 8 contains 10920 members 
Mstep: Class 9 contains 5598 members 
Mstep: Class 10 contains 127012 members 
Mstep: Class 11 contains 18253 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3317 members 
Mstep: Class 15 contains 114521 members 
Mstep: Class 16 contains 82596 members 
Mstep: Class 17 contains 124395 members 
Mstep: Class 18 contains 33075 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 7246 members 
Mstep: Class 21 contains 9156 members 
Mstep: Class 22 contains 68984 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 39180 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 3614 members 
Mstep: Class 28 contains 1676 members 
Mstep: Class 29 contains 27928 members 
Mstep: Class 30 contains 59848 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1792 members 
Mstep: Class 33 contains 1771 members 
Mstep: Class 34 contains 1987 members 
Mstep: Class 35 contains 1356 members 
Mstep: Class 36 contains 8016 members 
Mstep: Class 37 contains 1355 members 
Mstep: Class 38 contains 8417 members 
Mstep: Class 39 contains 4350 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13515 members 
Mstep: Class 42 contains 6998 members 
Mstep: Class 43 contains 718 members 
Mstep: Class 44 contains 3844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455280.000000 Penalty: 98476.570312
Iteration 217Q: 45 clusters Score -8.445528e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7681 members 
Mstep: Class 3 contains 40319 members 
Mstep: Class 4 contains 8530 members 
Mstep: Class 5 contains 22799 members 
Mstep: Class 6 contains 8304 members 
Mstep: Class 7 contains 14880 members 
Mstep: Class 8 contains 10918 members 
Mstep: Class 9 contains 5604 members 
Mstep: Class 10 contains 127006 members 
Mstep: Class 11 contains 18253 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3319 members 
Mstep: Class 15 contains 114516 members 
Mstep: Class 16 contains 82588 members 
Mstep: Class 17 contains 124402 members 
Mstep: Class 18 contains 33039 members 
Mstep: Class 19 contains 3958 members 
Mstep: Class 20 contains 7237 members 
Mstep: Class 21 contains 9159 members 
Mstep: Class 22 contains 68970 members 
Mstep: Class 23 contains 2811 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 39179 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 3584 members 
Mstep: Class 28 contains 1676 members 
Mstep: Class 29 contains 27932 members 
Mstep: Class 30 contains 59847 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1792 members 
Mstep: Class 33 contains 1775 members 
Mstep: Class 34 contains 1987 members 
Mstep: Class 35 contains 1356 members 
Mstep: Class 36 contains 8015 members 
Mstep: Class 37 contains 1355 members 
Mstep: Class 38 contains 8441 members 
Mstep: Class 39 contains 4350 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13522 members 
Mstep: Class 42 contains 6998 members 
Mstep: Class 43 contains 719 members 
Mstep: Class 44 contains 3853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455208.000000 Penalty: 98476.570312
Iteration 218Q: 45 clusters Score -8.445521e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7679 members 
Mstep: Class 3 contains 40322 members 
Mstep: Class 4 contains 8595 members 
Mstep: Class 5 contains 22775 members 
Mstep: Class 6 contains 8302 members 
Mstep: Class 7 contains 14882 members 
Mstep: Class 8 contains 10911 members 
Mstep: Class 9 contains 5609 members 
Mstep: Class 10 contains 126998 members 
Mstep: Class 11 contains 18254 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3323 members 
Mstep: Class 15 contains 114516 members 
Mstep: Class 16 contains 82560 members 
Mstep: Class 17 contains 124405 members 
Mstep: Class 18 contains 33004 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 7228 members 
Mstep: Class 21 contains 9156 members 
Mstep: Class 22 contains 68972 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 39181 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 3550 members 
Mstep: Class 28 contains 1676 members 
Mstep: Class 29 contains 27933 members 
Mstep: Class 30 contains 59846 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1791 members 
Mstep: Class 33 contains 1776 members 
Mstep: Class 34 contains 1987 members 
Mstep: Class 35 contains 1356 members 
Mstep: Class 36 contains 8025 members 
Mstep: Class 37 contains 1354 members 
Mstep: Class 38 contains 8477 members 
Mstep: Class 39 contains 4351 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13525 members 
Mstep: Class 42 contains 6997 members 
Mstep: Class 43 contains 719 members 
Mstep: Class 44 contains 3864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455304.000000 Penalty: 98476.570312
Iteration 219Q: 45 clusters Score -8.44553e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51353 members 
Mstep: Class 2 contains 7675 members 
Mstep: Class 3 contains 40323 members 
Mstep: Class 4 contains 8669 members 
Mstep: Class 5 contains 22760 members 
Mstep: Class 6 contains 8303 members 
Mstep: Class 7 contains 14882 members 
Mstep: Class 8 contains 10906 members 
Mstep: Class 9 contains 5617 members 
Mstep: Class 10 contains 126990 members 
Mstep: Class 11 contains 18253 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3326 members 
Mstep: Class 15 contains 114518 members 
Mstep: Class 16 contains 82535 members 
Mstep: Class 17 contains 124406 members 
Mstep: Class 18 contains 32975 members 
Mstep: Class 19 contains 3958 members 
Mstep: Class 20 contains 7210 members 
Mstep: Class 21 contains 9152 members 
Mstep: Class 22 contains 68967 members 
Mstep: Class 23 contains 2816 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 39180 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 3525 members 
Mstep: Class 28 contains 1676 members 
Mstep: Class 29 contains 27932 members 
Mstep: Class 30 contains 59846 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1791 members 
Mstep: Class 33 contains 1776 members 
Mstep: Class 34 contains 1986 members 
Mstep: Class 35 contains 1356 members 
Mstep: Class 36 contains 8028 members 
Mstep: Class 37 contains 1353 members 
Mstep: Class 38 contains 8507 members 
Mstep: Class 39 contains 4352 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13529 members 
Mstep: Class 42 contains 6997 members 
Mstep: Class 43 contains 719 members 
Mstep: Class 44 contains 3879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455376.000000 Penalty: 98476.570312
Iteration 220F: 45 clusters Score -8.445538e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51353 members 
Mstep: Class 2 contains 7676 members 
Mstep: Class 3 contains 40321 members 
Mstep: Class 4 contains 8749 members 
Mstep: Class 5 contains 22742 members 
Mstep: Class 6 contains 8303 members 
Mstep: Class 7 contains 14883 members 
Mstep: Class 8 contains 10903 members 
Mstep: Class 9 contains 5621 members 
Mstep: Class 10 contains 126988 members 
Mstep: Class 11 contains 18254 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3328 members 
Mstep: Class 15 contains 114518 members 
Mstep: Class 16 contains 82503 members 
Mstep: Class 17 contains 124399 members 
Mstep: Class 18 contains 32945 members 
Mstep: Class 19 contains 3952 members 
Mstep: Class 20 contains 7193 members 
Mstep: Class 21 contains 9146 members 
Mstep: Class 22 contains 68966 members 
Mstep: Class 23 contains 2821 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 39179 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 1676 members 
Mstep: Class 29 contains 27936 members 
Mstep: Class 30 contains 59845 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1792 members 
Mstep: Class 33 contains 1776 members 
Mstep: Class 34 contains 1986 members 
Mstep: Class 35 contains 1356 members 
Mstep: Class 36 contains 8033 members 
Mstep: Class 37 contains 1353 members 
Mstep: Class 38 contains 8539 members 
Mstep: Class 39 contains 4354 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13534 members 
Mstep: Class 42 contains 6996 members 
Mstep: Class 43 contains 719 members 
Mstep: Class 44 contains 3892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455408.000000 Penalty: 98476.570312
Iteration 221Q: 45 clusters Score -8.445541e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7674 members 
Mstep: Class 3 contains 40320 members 
Mstep: Class 4 contains 8840 members 
Mstep: Class 5 contains 22728 members 
Mstep: Class 6 contains 8302 members 
Mstep: Class 7 contains 14885 members 
Mstep: Class 8 contains 10900 members 
Mstep: Class 9 contains 5624 members 
Mstep: Class 10 contains 126982 members 
Mstep: Class 11 contains 18255 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3329 members 
Mstep: Class 15 contains 114520 members 
Mstep: Class 16 contains 82471 members 
Mstep: Class 17 contains 124396 members 
Mstep: Class 18 contains 32908 members 
Mstep: Class 19 contains 3953 members 
Mstep: Class 20 contains 7172 members 
Mstep: Class 21 contains 9142 members 
Mstep: Class 22 contains 68970 members 
Mstep: Class 23 contains 2824 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 39175 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 3476 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 27936 members 
Mstep: Class 30 contains 59845 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1792 members 
Mstep: Class 33 contains 1775 members 
Mstep: Class 34 contains 1986 members 
Mstep: Class 35 contains 1356 members 
Mstep: Class 36 contains 8037 members 
Mstep: Class 37 contains 1352 members 
Mstep: Class 38 contains 8567 members 
Mstep: Class 39 contains 4356 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13535 members 
Mstep: Class 42 contains 6996 members 
Mstep: Class 43 contains 719 members 
Mstep: Class 44 contains 3899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455480.000000 Penalty: 98476.570312
Iteration 222Q: 45 clusters Score -8.445548e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7672 members 
Mstep: Class 3 contains 40320 members 
Mstep: Class 4 contains 8908 members 
Mstep: Class 5 contains 22719 members 
Mstep: Class 6 contains 8302 members 
Mstep: Class 7 contains 14885 members 
Mstep: Class 8 contains 10898 members 
Mstep: Class 9 contains 5630 members 
Mstep: Class 10 contains 126973 members 
Mstep: Class 11 contains 18256 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3328 members 
Mstep: Class 15 contains 114519 members 
Mstep: Class 16 contains 82440 members 
Mstep: Class 17 contains 124394 members 
Mstep: Class 18 contains 32885 members 
Mstep: Class 19 contains 3946 members 
Mstep: Class 20 contains 7159 members 
Mstep: Class 21 contains 9141 members 
Mstep: Class 22 contains 68971 members 
Mstep: Class 23 contains 2825 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 39174 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 27937 members 
Mstep: Class 30 contains 59844 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1792 members 
Mstep: Class 33 contains 1774 members 
Mstep: Class 34 contains 1985 members 
Mstep: Class 35 contains 1357 members 
Mstep: Class 36 contains 8042 members 
Mstep: Class 37 contains 1353 members 
Mstep: Class 38 contains 8600 members 
Mstep: Class 39 contains 4356 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13534 members 
Mstep: Class 42 contains 6995 members 
Mstep: Class 43 contains 719 members 
Mstep: Class 44 contains 3906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455456.000000 Penalty: 98476.570312
Iteration 223Q: 45 clusters Score -8.445546e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7673 members 
Mstep: Class 3 contains 40321 members 
Mstep: Class 4 contains 8986 members 
Mstep: Class 5 contains 22705 members 
Mstep: Class 6 contains 8301 members 
Mstep: Class 7 contains 14886 members 
Mstep: Class 8 contains 10896 members 
Mstep: Class 9 contains 5632 members 
Mstep: Class 10 contains 126966 members 
Mstep: Class 11 contains 18256 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3330 members 
Mstep: Class 15 contains 114527 members 
Mstep: Class 16 contains 82407 members 
Mstep: Class 17 contains 124392 members 
Mstep: Class 18 contains 32873 members 
Mstep: Class 19 contains 3945 members 
Mstep: Class 20 contains 7134 members 
Mstep: Class 21 contains 9135 members 
Mstep: Class 22 contains 68965 members 
Mstep: Class 23 contains 2826 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 39174 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 3439 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 27938 members 
Mstep: Class 30 contains 59843 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1792 members 
Mstep: Class 33 contains 1773 members 
Mstep: Class 34 contains 1984 members 
Mstep: Class 35 contains 1357 members 
Mstep: Class 36 contains 8044 members 
Mstep: Class 37 contains 1353 members 
Mstep: Class 38 contains 8626 members 
Mstep: Class 39 contains 4357 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13534 members 
Mstep: Class 42 contains 6993 members 
Mstep: Class 43 contains 719 members 
Mstep: Class 44 contains 3915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455616.000000 Penalty: 98476.570312
Iteration 224Q: 45 clusters Score -8.445562e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7674 members 
Mstep: Class 3 contains 40323 members 
Mstep: Class 4 contains 9070 members 
Mstep: Class 5 contains 22688 members 
Mstep: Class 6 contains 8300 members 
Mstep: Class 7 contains 14884 members 
Mstep: Class 8 contains 10892 members 
Mstep: Class 9 contains 5630 members 
Mstep: Class 10 contains 126951 members 
Mstep: Class 11 contains 18256 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3333 members 
Mstep: Class 15 contains 114533 members 
Mstep: Class 16 contains 82375 members 
Mstep: Class 17 contains 124397 members 
Mstep: Class 18 contains 32864 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 7112 members 
Mstep: Class 21 contains 9127 members 
Mstep: Class 22 contains 68964 members 
Mstep: Class 23 contains 2829 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 39174 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 3415 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 27937 members 
Mstep: Class 30 contains 59841 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1792 members 
Mstep: Class 33 contains 1773 members 
Mstep: Class 34 contains 1984 members 
Mstep: Class 35 contains 1357 members 
Mstep: Class 36 contains 8047 members 
Mstep: Class 37 contains 1352 members 
Mstep: Class 38 contains 8655 members 
Mstep: Class 39 contains 4357 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13533 members 
Mstep: Class 42 contains 6991 members 
Mstep: Class 43 contains 719 members 
Mstep: Class 44 contains 3925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455480.000000 Penalty: 98476.570312
Iteration 225Q: 45 clusters Score -8.445548e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7675 members 
Mstep: Class 3 contains 40323 members 
Mstep: Class 4 contains 9175 members 
Mstep: Class 5 contains 22675 members 
Mstep: Class 6 contains 8300 members 
Mstep: Class 7 contains 14883 members 
Mstep: Class 8 contains 10889 members 
Mstep: Class 9 contains 5632 members 
Mstep: Class 10 contains 126929 members 
Mstep: Class 11 contains 18256 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3336 members 
Mstep: Class 15 contains 114536 members 
Mstep: Class 16 contains 82339 members 
Mstep: Class 17 contains 124397 members 
Mstep: Class 18 contains 32850 members 
Mstep: Class 19 contains 3947 members 
Mstep: Class 20 contains 7082 members 
Mstep: Class 21 contains 9122 members 
Mstep: Class 22 contains 68963 members 
Mstep: Class 23 contains 2830 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 39172 members 
Mstep: Class 26 contains 975 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 27935 members 
Mstep: Class 30 contains 59842 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1792 members 
Mstep: Class 33 contains 1773 members 
Mstep: Class 34 contains 1984 members 
Mstep: Class 35 contains 1357 members 
Mstep: Class 36 contains 8047 members 
Mstep: Class 37 contains 1351 members 
Mstep: Class 38 contains 8679 members 
Mstep: Class 39 contains 4356 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13530 members 
Mstep: Class 42 contains 6990 members 
Mstep: Class 43 contains 719 members 
Mstep: Class 44 contains 3937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455440.000000 Penalty: 98476.570312
Iteration 226Q: 45 clusters Score -8.445544e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7676 members 
Mstep: Class 3 contains 40324 members 
Mstep: Class 4 contains 9293 members 
Mstep: Class 5 contains 22657 members 
Mstep: Class 6 contains 8302 members 
Mstep: Class 7 contains 14883 members 
Mstep: Class 8 contains 10885 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 126923 members 
Mstep: Class 11 contains 18256 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3341 members 
Mstep: Class 15 contains 114543 members 
Mstep: Class 16 contains 82285 members 
Mstep: Class 17 contains 124396 members 
Mstep: Class 18 contains 32828 members 
Mstep: Class 19 contains 3947 members 
Mstep: Class 20 contains 7052 members 
Mstep: Class 21 contains 9112 members 
Mstep: Class 22 contains 68958 members 
Mstep: Class 23 contains 2831 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 39172 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 3381 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27934 members 
Mstep: Class 30 contains 59842 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1793 members 
Mstep: Class 33 contains 1773 members 
Mstep: Class 34 contains 1985 members 
Mstep: Class 35 contains 1356 members 
Mstep: Class 36 contains 8046 members 
Mstep: Class 37 contains 1351 members 
Mstep: Class 38 contains 8692 members 
Mstep: Class 39 contains 4356 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13531 members 
Mstep: Class 42 contains 6992 members 
Mstep: Class 43 contains 719 members 
Mstep: Class 44 contains 3948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455568.000000 Penalty: 98476.570312
Iteration 227Q: 45 clusters Score -8.445557e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7673 members 
Mstep: Class 3 contains 40325 members 
Mstep: Class 4 contains 9397 members 
Mstep: Class 5 contains 22647 members 
Mstep: Class 6 contains 8302 members 
Mstep: Class 7 contains 14882 members 
Mstep: Class 8 contains 10881 members 
Mstep: Class 9 contains 5637 members 
Mstep: Class 10 contains 126910 members 
Mstep: Class 11 contains 18256 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3343 members 
Mstep: Class 15 contains 114545 members 
Mstep: Class 16 contains 82231 members 
Mstep: Class 17 contains 124400 members 
Mstep: Class 18 contains 32815 members 
Mstep: Class 19 contains 3956 members 
Mstep: Class 20 contains 7026 members 
Mstep: Class 21 contains 9108 members 
Mstep: Class 22 contains 68954 members 
Mstep: Class 23 contains 2831 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 39174 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 3365 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27934 members 
Mstep: Class 30 contains 59842 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1795 members 
Mstep: Class 33 contains 1773 members 
Mstep: Class 34 contains 1985 members 
Mstep: Class 35 contains 1356 members 
Mstep: Class 36 contains 8049 members 
Mstep: Class 37 contains 1348 members 
Mstep: Class 38 contains 8700 members 
Mstep: Class 39 contains 4357 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13531 members 
Mstep: Class 42 contains 6992 members 
Mstep: Class 43 contains 719 members 
Mstep: Class 44 contains 3958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455568.000000 Penalty: 98476.570312
Iteration 228Q: 45 clusters Score -8.445557e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7673 members 
Mstep: Class 3 contains 40326 members 
Mstep: Class 4 contains 9491 members 
Mstep: Class 5 contains 22643 members 
Mstep: Class 6 contains 8302 members 
Mstep: Class 7 contains 14882 members 
Mstep: Class 8 contains 10880 members 
Mstep: Class 9 contains 5644 members 
Mstep: Class 10 contains 126904 members 
Mstep: Class 11 contains 18256 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3348 members 
Mstep: Class 15 contains 114548 members 
Mstep: Class 16 contains 82186 members 
Mstep: Class 17 contains 124404 members 
Mstep: Class 18 contains 32801 members 
Mstep: Class 19 contains 3956 members 
Mstep: Class 20 contains 6998 members 
Mstep: Class 21 contains 9099 members 
Mstep: Class 22 contains 68939 members 
Mstep: Class 23 contains 2831 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 39171 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 3346 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27934 members 
Mstep: Class 30 contains 59841 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1795 members 
Mstep: Class 33 contains 1773 members 
Mstep: Class 34 contains 1985 members 
Mstep: Class 35 contains 1356 members 
Mstep: Class 36 contains 8052 members 
Mstep: Class 37 contains 1345 members 
Mstep: Class 38 contains 8714 members 
Mstep: Class 39 contains 4358 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13531 members 
Mstep: Class 42 contains 6992 members 
Mstep: Class 43 contains 719 members 
Mstep: Class 44 contains 3974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455528.000000 Penalty: 98476.570312
Iteration 229Q: 45 clusters Score -8.445553e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7670 members 
Mstep: Class 3 contains 40330 members 
Mstep: Class 4 contains 9597 members 
Mstep: Class 5 contains 22634 members 
Mstep: Class 6 contains 8303 members 
Mstep: Class 7 contains 14883 members 
Mstep: Class 8 contains 10875 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 126904 members 
Mstep: Class 11 contains 18256 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 114550 members 
Mstep: Class 16 contains 82132 members 
Mstep: Class 17 contains 124408 members 
Mstep: Class 18 contains 32787 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 6962 members 
Mstep: Class 21 contains 9092 members 
Mstep: Class 22 contains 68933 members 
Mstep: Class 23 contains 2831 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 39164 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 3329 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27930 members 
Mstep: Class 30 contains 59842 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1795 members 
Mstep: Class 33 contains 1774 members 
Mstep: Class 34 contains 1984 members 
Mstep: Class 35 contains 1355 members 
Mstep: Class 36 contains 8052 members 
Mstep: Class 37 contains 1345 members 
Mstep: Class 38 contains 8729 members 
Mstep: Class 39 contains 4358 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13532 members 
Mstep: Class 42 contains 6994 members 
Mstep: Class 43 contains 719 members 
Mstep: Class 44 contains 3988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455584.000000 Penalty: 98476.570312
Iteration 230Q: 45 clusters Score -8.445558e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7666 members 
Mstep: Class 3 contains 40331 members 
Mstep: Class 4 contains 9722 members 
Mstep: Class 5 contains 22624 members 
Mstep: Class 6 contains 8305 members 
Mstep: Class 7 contains 14883 members 
Mstep: Class 8 contains 10875 members 
Mstep: Class 9 contains 5656 members 
Mstep: Class 10 contains 126901 members 
Mstep: Class 11 contains 18256 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3346 members 
Mstep: Class 15 contains 114549 members 
Mstep: Class 16 contains 82054 members 
Mstep: Class 17 contains 124413 members 
Mstep: Class 18 contains 32763 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 6946 members 
Mstep: Class 21 contains 9087 members 
Mstep: Class 22 contains 68932 members 
Mstep: Class 23 contains 2832 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 39163 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 3314 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27928 members 
Mstep: Class 30 contains 59844 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1795 members 
Mstep: Class 33 contains 1774 members 
Mstep: Class 34 contains 1983 members 
Mstep: Class 35 contains 1355 members 
Mstep: Class 36 contains 8052 members 
Mstep: Class 37 contains 1339 members 
Mstep: Class 38 contains 8746 members 
Mstep: Class 39 contains 4357 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13534 members 
Mstep: Class 42 contains 6992 members 
Mstep: Class 43 contains 719 members 
Mstep: Class 44 contains 4000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455648.000000 Penalty: 98476.570312
Iteration 231Q: 45 clusters Score -8.445565e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7657 members 
Mstep: Class 3 contains 40335 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 22615 members 
Mstep: Class 6 contains 8303 members 
Mstep: Class 7 contains 14882 members 
Mstep: Class 8 contains 10872 members 
Mstep: Class 9 contains 5662 members 
Mstep: Class 10 contains 126888 members 
Mstep: Class 11 contains 18256 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3348 members 
Mstep: Class 15 contains 114545 members 
Mstep: Class 16 contains 81958 members 
Mstep: Class 17 contains 124424 members 
Mstep: Class 18 contains 32743 members 
Mstep: Class 19 contains 3958 members 
Mstep: Class 20 contains 6915 members 
Mstep: Class 21 contains 9082 members 
Mstep: Class 22 contains 68925 members 
Mstep: Class 23 contains 2833 members 
Mstep: Class 24 contains 541 members 
Mstep: Class 25 contains 39161 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 3300 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27931 members 
Mstep: Class 30 contains 59844 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1795 members 
Mstep: Class 33 contains 1774 members 
Mstep: Class 34 contains 1982 members 
Mstep: Class 35 contains 1355 members 
Mstep: Class 36 contains 8055 members 
Mstep: Class 37 contains 1341 members 
Mstep: Class 38 contains 8766 members 
Mstep: Class 39 contains 4358 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13536 members 
Mstep: Class 42 contains 6991 members 
Mstep: Class 43 contains 720 members 
Mstep: Class 44 contains 4011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455728.000000 Penalty: 98476.570312
Iteration 232Q: 45 clusters Score -8.445573e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7653 members 
Mstep: Class 3 contains 40340 members 
Mstep: Class 4 contains 10043 members 
Mstep: Class 5 contains 22606 members 
Mstep: Class 6 contains 8303 members 
Mstep: Class 7 contains 14880 members 
Mstep: Class 8 contains 10870 members 
Mstep: Class 9 contains 5668 members 
Mstep: Class 10 contains 126890 members 
Mstep: Class 11 contains 18256 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3346 members 
Mstep: Class 15 contains 114552 members 
Mstep: Class 16 contains 81843 members 
Mstep: Class 17 contains 124433 members 
Mstep: Class 18 contains 32724 members 
Mstep: Class 19 contains 3959 members 
Mstep: Class 20 contains 6887 members 
Mstep: Class 21 contains 9077 members 
Mstep: Class 22 contains 68916 members 
Mstep: Class 23 contains 2835 members 
Mstep: Class 24 contains 541 members 
Mstep: Class 25 contains 39159 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 3292 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27922 members 
Mstep: Class 30 contains 59843 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1795 members 
Mstep: Class 33 contains 1773 members 
Mstep: Class 34 contains 1982 members 
Mstep: Class 35 contains 1356 members 
Mstep: Class 36 contains 8053 members 
Mstep: Class 37 contains 1342 members 
Mstep: Class 38 contains 8778 members 
Mstep: Class 39 contains 4356 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13533 members 
Mstep: Class 42 contains 6989 members 
Mstep: Class 43 contains 721 members 
Mstep: Class 44 contains 4023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455728.000000 Penalty: 98476.570312
Iteration 233Q: 45 clusters Score -8.445573e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7651 members 
Mstep: Class 3 contains 40344 members 
Mstep: Class 4 contains 10208 members 
Mstep: Class 5 contains 22604 members 
Mstep: Class 6 contains 8304 members 
Mstep: Class 7 contains 14879 members 
Mstep: Class 8 contains 10867 members 
Mstep: Class 9 contains 5674 members 
Mstep: Class 10 contains 126878 members 
Mstep: Class 11 contains 18256 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3344 members 
Mstep: Class 15 contains 114559 members 
Mstep: Class 16 contains 81742 members 
Mstep: Class 17 contains 124437 members 
Mstep: Class 18 contains 32697 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 6859 members 
Mstep: Class 21 contains 9074 members 
Mstep: Class 22 contains 68909 members 
Mstep: Class 23 contains 2836 members 
Mstep: Class 24 contains 541 members 
Mstep: Class 25 contains 39158 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 3286 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27915 members 
Mstep: Class 30 contains 59844 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1794 members 
Mstep: Class 33 contains 1773 members 
Mstep: Class 34 contains 1982 members 
Mstep: Class 35 contains 1357 members 
Mstep: Class 36 contains 8050 members 
Mstep: Class 37 contains 1345 members 
Mstep: Class 38 contains 8777 members 
Mstep: Class 39 contains 4355 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13533 members 
Mstep: Class 42 contains 6987 members 
Mstep: Class 43 contains 722 members 
Mstep: Class 44 contains 4036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455672.000000 Penalty: 98476.570312
Iteration 234Q: 45 clusters Score -8.445567e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7646 members 
Mstep: Class 3 contains 40347 members 
Mstep: Class 4 contains 10404 members 
Mstep: Class 5 contains 22589 members 
Mstep: Class 6 contains 8303 members 
Mstep: Class 7 contains 14878 members 
Mstep: Class 8 contains 10866 members 
Mstep: Class 9 contains 5680 members 
Mstep: Class 10 contains 126871 members 
Mstep: Class 11 contains 18256 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3343 members 
Mstep: Class 15 contains 114553 members 
Mstep: Class 16 contains 81597 members 
Mstep: Class 17 contains 124442 members 
Mstep: Class 18 contains 32680 members 
Mstep: Class 19 contains 3966 members 
Mstep: Class 20 contains 6843 members 
Mstep: Class 21 contains 9070 members 
Mstep: Class 22 contains 68905 members 
Mstep: Class 23 contains 2837 members 
Mstep: Class 24 contains 541 members 
Mstep: Class 25 contains 39160 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 3281 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27913 members 
Mstep: Class 30 contains 59844 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1795 members 
Mstep: Class 33 contains 1771 members 
Mstep: Class 34 contains 1983 members 
Mstep: Class 35 contains 1358 members 
Mstep: Class 36 contains 8048 members 
Mstep: Class 37 contains 1344 members 
Mstep: Class 38 contains 8787 members 
Mstep: Class 39 contains 4355 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13531 members 
Mstep: Class 42 contains 6985 members 
Mstep: Class 43 contains 722 members 
Mstep: Class 44 contains 4045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455848.000000 Penalty: 98476.570312
Iteration 235Q: 45 clusters Score -8.445585e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7641 members 
Mstep: Class 3 contains 40352 members 
Mstep: Class 4 contains 10615 members 
Mstep: Class 5 contains 22577 members 
Mstep: Class 6 contains 8305 members 
Mstep: Class 7 contains 14877 members 
Mstep: Class 8 contains 10870 members 
Mstep: Class 9 contains 5683 members 
Mstep: Class 10 contains 126873 members 
Mstep: Class 11 contains 18256 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3343 members 
Mstep: Class 15 contains 114550 members 
Mstep: Class 16 contains 81431 members 
Mstep: Class 17 contains 124449 members 
Mstep: Class 18 contains 32664 members 
Mstep: Class 19 contains 3963 members 
Mstep: Class 20 contains 6822 members 
Mstep: Class 21 contains 9067 members 
Mstep: Class 22 contains 68899 members 
Mstep: Class 23 contains 2839 members 
Mstep: Class 24 contains 541 members 
Mstep: Class 25 contains 39159 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 3273 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27905 members 
Mstep: Class 30 contains 59843 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1797 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1984 members 
Mstep: Class 35 contains 1358 members 
Mstep: Class 36 contains 8046 members 
Mstep: Class 37 contains 1342 members 
Mstep: Class 38 contains 8807 members 
Mstep: Class 39 contains 4350 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13531 members 
Mstep: Class 42 contains 6984 members 
Mstep: Class 43 contains 722 members 
Mstep: Class 44 contains 4051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455832.000000 Penalty: 98476.570312
Iteration 236Q: 45 clusters Score -8.445583e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7635 members 
Mstep: Class 3 contains 40356 members 
Mstep: Class 4 contains 10802 members 
Mstep: Class 5 contains 22575 members 
Mstep: Class 6 contains 8304 members 
Mstep: Class 7 contains 14876 members 
Mstep: Class 8 contains 10870 members 
Mstep: Class 9 contains 5690 members 
Mstep: Class 10 contains 126870 members 
Mstep: Class 11 contains 18256 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3345 members 
Mstep: Class 15 contains 114565 members 
Mstep: Class 16 contains 81266 members 
Mstep: Class 17 contains 124459 members 
Mstep: Class 18 contains 32636 members 
Mstep: Class 19 contains 3963 members 
Mstep: Class 20 contains 6811 members 
Mstep: Class 21 contains 9062 members 
Mstep: Class 22 contains 68896 members 
Mstep: Class 23 contains 2840 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 39156 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27903 members 
Mstep: Class 30 contains 59843 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1797 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1984 members 
Mstep: Class 35 contains 1358 members 
Mstep: Class 36 contains 8044 members 
Mstep: Class 37 contains 1339 members 
Mstep: Class 38 contains 8817 members 
Mstep: Class 39 contains 4346 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13538 members 
Mstep: Class 42 contains 6980 members 
Mstep: Class 43 contains 722 members 
Mstep: Class 44 contains 4059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84456064.000000 Penalty: 98476.570312
Iteration 237Q: 45 clusters Score -8.445606e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7619 members 
Mstep: Class 3 contains 40355 members 
Mstep: Class 4 contains 10993 members 
Mstep: Class 5 contains 22576 members 
Mstep: Class 6 contains 8298 members 
Mstep: Class 7 contains 14875 members 
Mstep: Class 8 contains 10870 members 
Mstep: Class 9 contains 5698 members 
Mstep: Class 10 contains 126872 members 
Mstep: Class 11 contains 18256 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3348 members 
Mstep: Class 15 contains 114578 members 
Mstep: Class 16 contains 81091 members 
Mstep: Class 17 contains 124481 members 
Mstep: Class 18 contains 32606 members 
Mstep: Class 19 contains 3964 members 
Mstep: Class 20 contains 6801 members 
Mstep: Class 21 contains 9054 members 
Mstep: Class 22 contains 68896 members 
Mstep: Class 23 contains 2840 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 39155 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 3260 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27908 members 
Mstep: Class 30 contains 59841 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1797 members 
Mstep: Class 33 contains 1769 members 
Mstep: Class 34 contains 1984 members 
Mstep: Class 35 contains 1358 members 
Mstep: Class 36 contains 8047 members 
Mstep: Class 37 contains 1336 members 
Mstep: Class 38 contains 8815 members 
Mstep: Class 39 contains 4345 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13542 members 
Mstep: Class 42 contains 6979 members 
Mstep: Class 43 contains 722 members 
Mstep: Class 44 contains 4068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84456000.000000 Penalty: 98476.570312
Iteration 238Q: 45 clusters Score -8.4456e+07 nChanged 502
Entering ConstructFrom: 
Score: -84456000.000000 Penalty: 98476.570312
Entering ConstructFrom: 
Trying to split cluster 1 (51352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51352 members 
Entering Unmasked Estep 
Score: -4603761.500000 Penalty: 1762.549683
	Iteration 0F: 2 clusters Score -4603762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -4569167.000000 Penalty: 3525.099365
	Iteration 0F: 3 clusters Score -4569167 nChanged 24137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -4582916.500000 Penalty: 3525.099365
	Iteration 1F: 3 clusters Score -4582916 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -4583491.500000 Penalty: 3525.099365
	Iteration 2Q: 3 clusters Score -4583492 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -4584304.500000 Penalty: 3525.099365
	Iteration 3Q: 3 clusters Score -4584304 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -4585468.500000 Penalty: 3525.099365
	Iteration 4Q: 3 clusters Score -4585468 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -4587160.500000 Penalty: 3525.099365
	Iteration 5F: 3 clusters Score -4587160 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -4589319.000000 Penalty: 3525.099365
	Iteration 6F: 3 clusters Score -4589319 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -4591791.500000 Penalty: 3525.099365
	Iteration 7F: 3 clusters Score -4591792 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -4594226.000000 Penalty: 3525.099365
	Iteration 8F: 3 clusters Score -4594226 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
Score: -4596523.500000 Penalty: 3525.099365
	Iteration 9F: 3 clusters Score -4596524 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -4598547.000000 Penalty: 3525.099365
	Iteration 10Q: 3 clusters Score -4598547 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 45751 members 
Entering Unmasked Estep 
Score: -4600294.000000 Penalty: 3525.099365
	Iteration 11Q: 3 clusters Score -4600294 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 46900 members 
Entering Unmasked Estep 
Score: -4601660.000000 Penalty: 3525.099365
	Iteration 12Q: 3 clusters Score -4601660 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 47575 members 
Entering Unmasked Estep 
Score: -4602553.500000 Penalty: 3525.099365
	Iteration 13Q: 3 clusters Score -4602554 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 47998 members 
Entering Unmasked Estep 
Score: -4603046.000000 Penalty: 3525.099365
	Iteration 14Q: 3 clusters Score -4603046 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 48296 members 
Entering Unmasked Estep 
Score: -4603305.500000 Penalty: 3525.099365
	Iteration 15Q: 3 clusters Score -4603306 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -4603422.000000 Penalty: 3525.099365
	Iteration 16Q: 3 clusters Score -4603422 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 48662 members 
Entering Unmasked Estep 
Score: -4603483.000000 Penalty: 3525.099365
	Iteration 17Q: 3 clusters Score -4603483 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 48783 members 
Entering Unmasked Estep 
Score: -4603527.500000 Penalty: 3525.099365
	Iteration 18Q: 3 clusters Score -4603528 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 48861 members 
Entering Unmasked Estep 
Score: -4603564.000000 Penalty: 3525.099365
	Iteration 19Q: 3 clusters Score -4603564 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 48910 members 
Entering Unmasked Estep 
Score: -4603575.000000 Penalty: 3525.099365
	Iteration 20F: 3 clusters Score -4603575 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 48945 members 
Entering Unmasked Estep 
Score: -4603577.500000 Penalty: 3525.099365
	Iteration 21Q: 3 clusters Score -4603578 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -4603570.000000 Penalty: 3525.099365
	Iteration 22Q: 3 clusters Score -4603570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 49000 members 
Entering Unmasked Estep 
Score: -4603584.500000 Penalty: 3525.099365
	Iteration 23Q: 3 clusters Score -4603584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 49018 members 
Entering Unmasked Estep 
Score: -4603574.000000 Penalty: 3525.099365
	Iteration 24Q: 3 clusters Score -4603574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 49023 members 
Entering Unmasked Estep 
Score: -4603567.000000 Penalty: 3525.099365
	Iteration 25Q: 3 clusters Score -4603567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 49023 members 
Entering Unmasked Estep 
Score: -4603567.000000 Penalty: 3525.099365
	Iteration 26F: 3 clusters Score -4603567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Entering Unmasked Estep 
Score: -678443.312500 Penalty: 1452.212524
	Iteration 0F: 2 clusters Score -678443.3 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 3843 members 
Entering Unmasked Estep 
Score: -672824.000000 Penalty: 2904.425049
	Iteration 0F: 3 clusters Score -672824 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -674498.312500 Penalty: 2904.425049
	Iteration 1F: 3 clusters Score -674498.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -674684.250000 Penalty: 2904.425049
	Iteration 2F: 3 clusters Score -674684.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -674822.687500 Penalty: 2904.425049
	Iteration 3Q: 3 clusters Score -674822.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -674946.562500 Penalty: 2904.425049
	Iteration 4Q: 3 clusters Score -674946.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -675086.250000 Penalty: 2904.425049
	Iteration 5Q: 3 clusters Score -675086.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -675297.250000 Penalty: 2904.425049
	Iteration 6Q: 3 clusters Score -675297.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -675720.875000 Penalty: 2904.425049
	Iteration 7F: 3 clusters Score -675720.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -676290.250000 Penalty: 2904.425049
	Iteration 8F: 3 clusters Score -676290.2 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -676860.250000 Penalty: 2904.425049
	Iteration 9F: 3 clusters Score -676860.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -677277.312500 Penalty: 2904.425049
	Iteration 10F: 3 clusters Score -677277.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -677501.875000 Penalty: 2904.425049
	Iteration 11Q: 3 clusters Score -677501.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -677616.000000 Penalty: 2904.425049
	Iteration 12Q: 3 clusters Score -677616 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -677670.312500 Penalty: 2904.425049
	Iteration 13Q: 3 clusters Score -677670.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -677708.062500 Penalty: 2904.425049
	Iteration 14Q: 3 clusters Score -677708.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -677730.062500 Penalty: 2904.425049
	Iteration 15Q: 3 clusters Score -677730.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -677745.812500 Penalty: 2904.425049
	Iteration 16Q: 3 clusters Score -677745.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -677754.437500 Penalty: 2904.425049
	Iteration 17Q: 3 clusters Score -677754.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -677763.062500 Penalty: 2904.425049
	Iteration 18Q: 3 clusters Score -677763.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -677766.562500 Penalty: 2904.425049
	Iteration 19Q: 3 clusters Score -677766.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -677770.312500 Penalty: 2904.425049
	Iteration 20F: 3 clusters Score -677770.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -677772.187500 Penalty: 2904.425049
	Iteration 21Q: 3 clusters Score -677772.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -677774.750000 Penalty: 2904.425049
	Iteration 22Q: 3 clusters Score -677774.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -677779.000000 Penalty: 2904.425049
	Iteration 23Q: 3 clusters Score -677779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -677782.125000 Penalty: 2904.425049
	Iteration 24Q: 3 clusters Score -677782.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -677784.750000 Penalty: 2904.425049
	Iteration 25Q: 3 clusters Score -677784.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -677786.500000 Penalty: 2904.425049
	Iteration 26Q: 3 clusters Score -677786.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -677787.687500 Penalty: 2904.425049
	Iteration 27Q: 3 clusters Score -677787.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -677789.437500 Penalty: 2904.425049
	Iteration 28Q: 3 clusters Score -677789.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -677789.875000 Penalty: 2904.425049
	Iteration 29Q: 3 clusters Score -677789.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -677790.187500 Penalty: 2904.425049
	Iteration 30Q: 3 clusters Score -677790.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -677790.625000 Penalty: 2904.425049
	Iteration 31Q: 3 clusters Score -677790.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -677792.375000 Penalty: 2904.425049
	Iteration 32Q: 3 clusters Score -677792.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -677793.500000 Penalty: 2904.425049
	Iteration 33Q: 3 clusters Score -677793.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -677794.312500 Penalty: 2904.425049
	Iteration 34Q: 3 clusters Score -677794.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -677794.812500 Penalty: 2904.425049
	Iteration 35Q: 3 clusters Score -677794.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -677794.812500 Penalty: 2904.425049
	Iteration 36F: 3 clusters Score -677794.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (40354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Entering Unmasked Estep 
Score: -3675628.250000 Penalty: 1723.385010
	Iteration 0F: 2 clusters Score -3675628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -3648738.750000 Penalty: 3446.770020
	Iteration 0F: 3 clusters Score -3648739 nChanged 18732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -3659535.500000 Penalty: 3446.770020
	Iteration 1F: 3 clusters Score -3659536 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -3660255.750000 Penalty: 3446.770020
	Iteration 2Q: 3 clusters Score -3660256 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -3661099.500000 Penalty: 3446.770020
	Iteration 3F: 3 clusters Score -3661100 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -3662076.750000 Penalty: 3446.770020
	Iteration 4F: 3 clusters Score -3662077 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -3663071.000000 Penalty: 3446.770020
	Iteration 5F: 3 clusters Score -3663071 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -3664072.500000 Penalty: 3446.770020
	Iteration 6F: 3 clusters Score -3664072 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -3664958.250000 Penalty: 3446.770020
	Iteration 7Q: 3 clusters Score -3664958 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -3665732.000000 Penalty: 3446.770020
	Iteration 8Q: 3 clusters Score -3665732 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -3666414.750000 Penalty: 3446.770020
	Iteration 9Q: 3 clusters Score -3666415 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -3667015.500000 Penalty: 3446.770020
	Iteration 10Q: 3 clusters Score -3667016 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -3667624.000000 Penalty: 3446.770020
	Iteration 11Q: 3 clusters Score -3667624 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -3668201.250000 Penalty: 3446.770020
	Iteration 12Q: 3 clusters Score -3668201 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -3668836.750000 Penalty: 3446.770020
	Iteration 13Q: 3 clusters Score -3668837 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -3669629.000000 Penalty: 3446.770020
	Iteration 14Q: 3 clusters Score -3669629 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -3670526.250000 Penalty: 3446.770020
	Iteration 15Q: 3 clusters Score -3670526 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -3671469.500000 Penalty: 3446.770020
	Iteration 16Q: 3 clusters Score -3671470 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -3672290.750000 Penalty: 3446.770020
	Iteration 17Q: 3 clusters Score -3672291 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -3672917.500000 Penalty: 3446.770020
	Iteration 18Q: 3 clusters Score -3672918 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -3673424.250000 Penalty: 3446.770020
	Iteration 19Q: 3 clusters Score -3673424 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -3673710.000000 Penalty: 3446.770020
	Iteration 20F: 3 clusters Score -3673710 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -3673868.250000 Penalty: 3446.770020
	Iteration 21Q: 3 clusters Score -3673868 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -3673972.250000 Penalty: 3446.770020
	Iteration 22Q: 3 clusters Score -3673972 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -3674066.000000 Penalty: 3446.770020
	Iteration 23Q: 3 clusters Score -3674066 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3674154.000000 Penalty: 3446.770020
	Iteration 24Q: 3 clusters Score -3674154 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3674274.500000 Penalty: 3446.770020
	Iteration 25Q: 3 clusters Score -3674274 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3674390.500000 Penalty: 3446.770020
	Iteration 26Q: 3 clusters Score -3674390 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3674477.250000 Penalty: 3446.770020
	Iteration 27Q: 3 clusters Score -3674477 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3674570.750000 Penalty: 3446.770020
	Iteration 28Q: 3 clusters Score -3674571 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -3674618.500000 Penalty: 3446.770020
	Iteration 29Q: 3 clusters Score -3674618 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3674657.500000 Penalty: 3446.770020
	Iteration 30Q: 3 clusters Score -3674658 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3674676.250000 Penalty: 3446.770020
	Iteration 31Q: 3 clusters Score -3674676 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3674699.750000 Penalty: 3446.770020
	Iteration 32Q: 3 clusters Score -3674700 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3674706.750000 Penalty: 3446.770020
	Iteration 33Q: 3 clusters Score -3674707 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3674709.750000 Penalty: 3446.770020
	Iteration 34Q: 3 clusters Score -3674710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3674710.000000 Penalty: 3446.770020
	Iteration 35Q: 3 clusters Score -3674710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3674717.250000 Penalty: 3446.770020
	Iteration 36Q: 3 clusters Score -3674717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3674724.750000 Penalty: 3446.770020
	Iteration 37Q: 3 clusters Score -3674725 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3674730.750000 Penalty: 3446.770020
	Iteration 38Q: 3 clusters Score -3674731 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3674737.250000 Penalty: 3446.770020
	Iteration 39Q: 3 clusters Score -3674737 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3674737.750000 Penalty: 3446.770020
	Iteration 40F: 3 clusters Score -3674738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3674743.250000 Penalty: 3446.770020
	Iteration 41Q: 3 clusters Score -3674743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3674750.250000 Penalty: 3446.770020
	Iteration 42Q: 3 clusters Score -3674750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3674749.750000 Penalty: 3446.770020
	Iteration 43Q: 3 clusters Score -3674750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3674747.500000 Penalty: 3446.770020
	Iteration 44Q: 3 clusters Score -3674748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3674746.500000 Penalty: 3446.770020
	Iteration 45Q: 3 clusters Score -3674746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3674747.000000 Penalty: 3446.770020
	Iteration 46Q: 3 clusters Score -3674747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3674750.500000 Penalty: 3446.770020
	Iteration 47Q: 3 clusters Score -3674750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3674753.000000 Penalty: 3446.770020
	Iteration 48Q: 3 clusters Score -3674753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3674751.750000 Penalty: 3446.770020
	Iteration 49Q: 3 clusters Score -3674752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3674753.750000 Penalty: 3446.770020
	Iteration 50Q: 3 clusters Score -3674754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3674753.750000 Penalty: 3446.770020
	Iteration 51F: 3 clusters Score -3674754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Entering Unmasked Estep 
Score: -1015871.125000 Penalty: 1514.951050
	Iteration 0F: 2 clusters Score -1015871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1007927.500000 Penalty: 3029.902100
	Iteration 0F: 3 clusters Score -1007928 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1010781.687500 Penalty: 3029.902100
	Iteration 1F: 3 clusters Score -1010782 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1011151.937500 Penalty: 3029.902100
	Iteration 2F: 3 clusters Score -1011152 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1011518.000000 Penalty: 3029.902100
	Iteration 3F: 3 clusters Score -1011518 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1011896.187500 Penalty: 3029.902100
	Iteration 4F: 3 clusters Score -1011896 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1012276.750000 Penalty: 3029.902100
	Iteration 5F: 3 clusters Score -1012277 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1012616.250000 Penalty: 3029.902100
	Iteration 6Q: 3 clusters Score -1012616 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1012929.000000 Penalty: 3029.902100
	Iteration 7Q: 3 clusters Score -1012929 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1013236.125000 Penalty: 3029.902100
	Iteration 8Q: 3 clusters Score -1013236 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1013503.937500 Penalty: 3029.902100
	Iteration 9Q: 3 clusters Score -1013504 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1013702.625000 Penalty: 3029.902100
	Iteration 10Q: 3 clusters Score -1013703 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1013853.437500 Penalty: 3029.902100
	Iteration 11Q: 3 clusters Score -1013853 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1013953.625000 Penalty: 3029.902100
	Iteration 12Q: 3 clusters Score -1013954 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1014018.375000 Penalty: 3029.902100
	Iteration 13Q: 3 clusters Score -1014018 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1014061.437500 Penalty: 3029.902100
	Iteration 14Q: 3 clusters Score -1014061 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1014102.000000 Penalty: 3029.902100
	Iteration 15Q: 3 clusters Score -1014102 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1014125.875000 Penalty: 3029.902100
	Iteration 16Q: 3 clusters Score -1014126 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1014154.125000 Penalty: 3029.902100
	Iteration 17Q: 3 clusters Score -1014154 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1014177.375000 Penalty: 3029.902100
	Iteration 18Q: 3 clusters Score -1014177 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1014200.375000 Penalty: 3029.902100
	Iteration 19Q: 3 clusters Score -1014200 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1014213.437500 Penalty: 3029.902100
	Iteration 20F: 3 clusters Score -1014213 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1014225.312500 Penalty: 3029.902100
	Iteration 21Q: 3 clusters Score -1014225 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1014230.000000 Penalty: 3029.902100
	Iteration 22Q: 3 clusters Score -1014230 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1014237.875000 Penalty: 3029.902100
	Iteration 23Q: 3 clusters Score -1014238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1014244.437500 Penalty: 3029.902100
	Iteration 24Q: 3 clusters Score -1014244 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1014251.875000 Penalty: 3029.902100
	Iteration 25Q: 3 clusters Score -1014252 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1014258.937500 Penalty: 3029.902100
	Iteration 26Q: 3 clusters Score -1014259 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1014268.250000 Penalty: 3029.902100
	Iteration 27Q: 3 clusters Score -1014268 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1014284.437500 Penalty: 3029.902100
	Iteration 28Q: 3 clusters Score -1014284 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1014300.062500 Penalty: 3029.902100
	Iteration 29Q: 3 clusters Score -1014300 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1014317.000000 Penalty: 3029.902100
	Iteration 30Q: 3 clusters Score -1014317 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1014339.125000 Penalty: 3029.902100
	Iteration 31Q: 3 clusters Score -1014339 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1014348.562500 Penalty: 3029.902100
	Iteration 32Q: 3 clusters Score -1014349 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1014358.625000 Penalty: 3029.902100
	Iteration 33Q: 3 clusters Score -1014359 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1014369.500000 Penalty: 3029.902100
	Iteration 34Q: 3 clusters Score -1014370 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1014382.687500 Penalty: 3029.902100
	Iteration 35Q: 3 clusters Score -1014383 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1014401.000000 Penalty: 3029.902100
	Iteration 36Q: 3 clusters Score -1014401 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1014409.437500 Penalty: 3029.902100
	Iteration 37Q: 3 clusters Score -1014409 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1014427.500000 Penalty: 3029.902100
	Iteration 38Q: 3 clusters Score -1014428 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1014442.812500 Penalty: 3029.902100
	Iteration 39Q: 3 clusters Score -1014443 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1014465.062500 Penalty: 3029.902100
	Iteration 40F: 3 clusters Score -1014465 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1014478.750000 Penalty: 3029.902100
	Iteration 41Q: 3 clusters Score -1014479 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1014487.625000 Penalty: 3029.902100
	Iteration 42Q: 3 clusters Score -1014488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1014495.062500 Penalty: 3029.902100
	Iteration 43Q: 3 clusters Score -1014495 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1014498.187500 Penalty: 3029.902100
	Iteration 44Q: 3 clusters Score -1014498 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1014503.187500 Penalty: 3029.902100
	Iteration 45Q: 3 clusters Score -1014503 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1014511.687500 Penalty: 3029.902100
	Iteration 46Q: 3 clusters Score -1014512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1014516.062500 Penalty: 3029.902100
	Iteration 47Q: 3 clusters Score -1014516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1014520.937500 Penalty: 3029.902100
	Iteration 48Q: 3 clusters Score -1014521 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1014528.437500 Penalty: 3029.902100
	Iteration 49Q: 3 clusters Score -1014528 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1014535.625000 Penalty: 3029.902100
	Iteration 50Q: 3 clusters Score -1014536 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1014543.750000 Penalty: 3029.902100
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1014555 nChanged 31
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Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1014561 nChanged 29
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Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1014570 nChanged 19
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Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1014568 nChanged 8
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Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1014568 nChanged 11
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Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1014572 nChanged 11
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Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1014573 nChanged 10
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Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1014574 nChanged 13
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Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1014576 nChanged 13
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Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1014578 nChanged 9
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Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1014580 nChanged 10
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Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1014585 nChanged 11
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Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1014588 nChanged 5
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1014588 nChanged 3
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Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 7818 members 
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	Iteration 74Q: 3 clusters Score -1014592 nChanged 9
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Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 7817 members 
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Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 7822 members 
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Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 7833 members 
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Mstep: Class 1 contains 3342 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3332 members 
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Mstep: Class 1 contains 3325 members 
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Mstep: Class 1 contains 3304 members 
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Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 7918 members 
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Mstep: Class 2 contains 7937 members 
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Mstep: Class 1 contains 3242 members 
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Mstep: Class 1 contains 3179 members 
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	Iteration 108Q: 3 clusters Score -1014734 nChanged 28
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	Iteration 126Q: 3 clusters Score -1014804 nChanged 20
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	Iteration 129Q: 3 clusters Score -1014815 nChanged 14
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	Iteration 132Q: 3 clusters Score -1014820 nChanged 8
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	Iteration 134Q: 3 clusters Score -1014825 nChanged 11
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	Iteration 135Q: 3 clusters Score -1014825 nChanged 12
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	Iteration 136Q: 3 clusters Score -1014828 nChanged 8
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	Iteration 137Q: 3 clusters Score -1014829 nChanged 8
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	Iteration 138Q: 3 clusters Score -1014830 nChanged 10
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	Iteration 139Q: 3 clusters Score -1014829 nChanged 6
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	Iteration 140F: 3 clusters Score -1014830 nChanged 3
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	Iteration 141Q: 3 clusters Score -1014830 nChanged 3
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	Iteration 142Q: 3 clusters Score -1014830 nChanged 3
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	Iteration 143Q: 3 clusters Score -1014834 nChanged 5
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	Iteration 144Q: 3 clusters Score -1014834 nChanged 2
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Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1014832.250000 Penalty: 3029.902100
	Iteration 145Q: 3 clusters Score -1014832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1014833.250000 Penalty: 3029.902100
	Iteration 146Q: 3 clusters Score -1014833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1014833.250000 Penalty: 3029.902100
	Iteration 147F: 3 clusters Score -1014833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Entering Unmasked Estep 
Score: -2079179.875000 Penalty: 1628.997192
	Iteration 0F: 2 clusters Score -2079180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -2063960.750000 Penalty: 3257.994385
	Iteration 0F: 3 clusters Score -2063961 nChanged 10152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2069525.875000 Penalty: 3257.994385
	Iteration 1F: 3 clusters Score -2069526 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -2070065.625000 Penalty: 3257.994385
	Iteration 2F: 3 clusters Score -2070066 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2070777.125000 Penalty: 3257.994385
	Iteration 3F: 3 clusters Score -2070777 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2071778.750000 Penalty: 3257.994385
	Iteration 4F: 3 clusters Score -2071779 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -2073096.625000 Penalty: 3257.994385
	Iteration 5F: 3 clusters Score -2073097 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2074707.000000 Penalty: 3257.994385
	Iteration 6F: 3 clusters Score -2074707 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -2076133.875000 Penalty: 3257.994385
	Iteration 7F: 3 clusters Score -2076134 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -2077014.000000 Penalty: 3257.994385
	Iteration 8Q: 3 clusters Score -2077014 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -2077415.625000 Penalty: 3257.994385
	Iteration 9Q: 3 clusters Score -2077416 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -2077587.375000 Penalty: 3257.994385
	Iteration 10Q: 3 clusters Score -2077587 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -2077677.500000 Penalty: 3257.994385
	Iteration 11Q: 3 clusters Score -2077678 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -2077710.000000 Penalty: 3257.994385
	Iteration 12Q: 3 clusters Score -2077710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -2077733.625000 Penalty: 3257.994385
	Iteration 13Q: 3 clusters Score -2077734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -2077747.875000 Penalty: 3257.994385
	Iteration 14Q: 3 clusters Score -2077748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -2077758.000000 Penalty: 3257.994385
	Iteration 15Q: 3 clusters Score -2077758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -2077767.875000 Penalty: 3257.994385
	Iteration 16Q: 3 clusters Score -2077768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -2077774.000000 Penalty: 3257.994385
	Iteration 17Q: 3 clusters Score -2077774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -2077776.375000 Penalty: 3257.994385
	Iteration 18Q: 3 clusters Score -2077776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -2077777.125000 Penalty: 3257.994385
	Iteration 19Q: 3 clusters Score -2077777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -2077777.375000 Penalty: 3257.994385
	Iteration 20F: 3 clusters Score -2077777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Entering Unmasked Estep 
Score: -694518.750000 Penalty: 1466.343018
	Iteration 0F: 2 clusters Score -694518.8 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 4120 members 
Entering Unmasked Estep 
Score: -688425.125000 Penalty: 2932.686035
	Iteration 0F: 3 clusters Score -688425.1 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -690439.062500 Penalty: 2932.686035
	Iteration 1F: 3 clusters Score -690439.1 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -690759.750000 Penalty: 2932.686035
	Iteration 2F: 3 clusters Score -690759.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -691061.375000 Penalty: 2932.686035
	Iteration 3F: 3 clusters Score -691061.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -691321.812500 Penalty: 2932.686035
	Iteration 4F: 3 clusters Score -691321.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -691552.250000 Penalty: 2932.686035
	Iteration 5F: 3 clusters Score -691552.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -691751.625000 Penalty: 2932.686035
	Iteration 6Q: 3 clusters Score -691751.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -691932.437500 Penalty: 2932.686035
	Iteration 7Q: 3 clusters Score -691932.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -692104.687500 Penalty: 2932.686035
	Iteration 8Q: 3 clusters Score -692104.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -692253.437500 Penalty: 2932.686035
	Iteration 9Q: 3 clusters Score -692253.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -692376.437500 Penalty: 2932.686035
	Iteration 10Q: 3 clusters Score -692376.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -692500.125000 Penalty: 2932.686035
	Iteration 11Q: 3 clusters Score -692500.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -692576.187500 Penalty: 2932.686035
	Iteration 12Q: 3 clusters Score -692576.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -692625.562500 Penalty: 2932.686035
	Iteration 13Q: 3 clusters Score -692625.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -692676.812500 Penalty: 2932.686035
	Iteration 14Q: 3 clusters Score -692676.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -692714.437500 Penalty: 2932.686035
	Iteration 15Q: 3 clusters Score -692714.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -692743.750000 Penalty: 2932.686035
	Iteration 16Q: 3 clusters Score -692743.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -692768.937500 Penalty: 2932.686035
	Iteration 17Q: 3 clusters Score -692768.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -692785.750000 Penalty: 2932.686035
	Iteration 18Q: 3 clusters Score -692785.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -692807.375000 Penalty: 2932.686035
	Iteration 19Q: 3 clusters Score -692807.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -692824.187500 Penalty: 2932.686035
	Iteration 20F: 3 clusters Score -692824.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -692845.375000 Penalty: 2932.686035
	Iteration 21Q: 3 clusters Score -692845.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -692867.062500 Penalty: 2932.686035
	Iteration 22Q: 3 clusters Score -692867.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -692881.750000 Penalty: 2932.686035
	Iteration 23Q: 3 clusters Score -692881.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -692895.687500 Penalty: 2932.686035
	Iteration 24Q: 3 clusters Score -692895.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -692908.687500 Penalty: 2932.686035
	Iteration 25Q: 3 clusters Score -692908.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -692918.937500 Penalty: 2932.686035
	Iteration 26Q: 3 clusters Score -692918.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -692930.312500 Penalty: 2932.686035
	Iteration 27Q: 3 clusters Score -692930.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -692939.125000 Penalty: 2932.686035
	Iteration 28Q: 3 clusters Score -692939.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -692947.625000 Penalty: 2932.686035
	Iteration 29Q: 3 clusters Score -692947.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -692954.562500 Penalty: 2932.686035
	Iteration 30Q: 3 clusters Score -692954.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -692962.500000 Penalty: 2932.686035
	Iteration 31Q: 3 clusters Score -692962.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -692966.875000 Penalty: 2932.686035
	Iteration 32Q: 3 clusters Score -692966.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -692971.562500 Penalty: 2932.686035
	Iteration 33Q: 3 clusters Score -692971.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -692976.875000 Penalty: 2932.686035
	Iteration 34Q: 3 clusters Score -692976.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -692981.500000 Penalty: 2932.686035
	Iteration 35Q: 3 clusters Score -692981.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -692986.250000 Penalty: 2932.686035
	Iteration 36Q: 3 clusters Score -692986.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -692989.187500 Penalty: 2932.686035
	Iteration 37Q: 3 clusters Score -692989.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -692995.437500 Penalty: 2932.686035
	Iteration 38Q: 3 clusters Score -692995.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -692999.687500 Penalty: 2932.686035
	Iteration 39Q: 3 clusters Score -692999.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -693006.937500 Penalty: 2932.686035
	Iteration 40F: 3 clusters Score -693006.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -693015.625000 Penalty: 2932.686035
	Iteration 41Q: 3 clusters Score -693015.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -693022.187500 Penalty: 2932.686035
	Iteration 42Q: 3 clusters Score -693022.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -693028.500000 Penalty: 2932.686035
	Iteration 43Q: 3 clusters Score -693028.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -693032.687500 Penalty: 2932.686035
	Iteration 44Q: 3 clusters Score -693032.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -693035.000000 Penalty: 2932.686035
	Iteration 45Q: 3 clusters Score -693035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -693038.125000 Penalty: 2932.686035
	Iteration 46Q: 3 clusters Score -693038.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -693043.125000 Penalty: 2932.686035
	Iteration 47Q: 3 clusters Score -693043.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -693046.812500 Penalty: 2932.686035
	Iteration 48Q: 3 clusters Score -693046.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -693056.062500 Penalty: 2932.686035
	Iteration 49Q: 3 clusters Score -693056.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -693065.750000 Penalty: 2932.686035
	Iteration 50Q: 3 clusters Score -693065.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -693068.062500 Penalty: 2932.686035
	Iteration 51Q: 3 clusters Score -693068.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -693070.312500 Penalty: 2932.686035
	Iteration 52Q: 3 clusters Score -693070.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -693071.937500 Penalty: 2932.686035
	Iteration 53Q: 3 clusters Score -693071.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -693072.500000 Penalty: 2932.686035
	Iteration 54Q: 3 clusters Score -693072.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -693073.562500 Penalty: 2932.686035
	Iteration 55Q: 3 clusters Score -693073.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -693072.937500 Penalty: 2932.686035
	Iteration 56Q: 3 clusters Score -693072.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -693074.250000 Penalty: 2932.686035
	Iteration 57Q: 3 clusters Score -693074.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -693077.250000 Penalty: 2932.686035
	Iteration 58Q: 3 clusters Score -693077.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -693077.375000 Penalty: 2932.686035
	Iteration 59Q: 3 clusters Score -693077.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -693077.375000 Penalty: 2932.686035
	Iteration 60F: 3 clusters Score -693077.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -693076.125000 Penalty: 2932.686035
	Iteration 61Q: 3 clusters Score -693076.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -693077.437500 Penalty: 2932.686035
	Iteration 62Q: 3 clusters Score -693077.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -693078.500000 Penalty: 2932.686035
	Iteration 63Q: 3 clusters Score -693078.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -693079.875000 Penalty: 2932.686035
	Iteration 64Q: 3 clusters Score -693079.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -693079.062500 Penalty: 2932.686035
	Iteration 65Q: 3 clusters Score -693079.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -693079.062500 Penalty: 2932.686035
	Iteration 66F: 3 clusters Score -693079.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Entering Unmasked Estep 
Score: -1330080.500000 Penalty: 1561.208496
	Iteration 0F: 2 clusters Score -1330080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1319824.625000 Penalty: 3122.416992
	Iteration 0F: 3 clusters Score -1319825 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1323453.625000 Penalty: 3122.416992
	Iteration 1F: 3 clusters Score -1323454 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1323858.875000 Penalty: 3122.416992
	Iteration 2F: 3 clusters Score -1323859 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1324260.750000 Penalty: 3122.416992
	Iteration 3F: 3 clusters Score -1324261 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1324740.875000 Penalty: 3122.416992
	Iteration 4F: 3 clusters Score -1324741 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1325293.625000 Penalty: 3122.416992
	Iteration 5F: 3 clusters Score -1325294 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1325940.750000 Penalty: 3122.416992
	Iteration 6F: 3 clusters Score -1325941 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1326645.750000 Penalty: 3122.416992
	Iteration 7F: 3 clusters Score -1326646 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1327289.250000 Penalty: 3122.416992
	Iteration 8Q: 3 clusters Score -1327289 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1327784.125000 Penalty: 3122.416992
	Iteration 9Q: 3 clusters Score -1327784 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1328086.750000 Penalty: 3122.416992
	Iteration 10Q: 3 clusters Score -1328087 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1328257.125000 Penalty: 3122.416992
	Iteration 11Q: 3 clusters Score -1328257 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1328398.750000 Penalty: 3122.416992
	Iteration 12Q: 3 clusters Score -1328399 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1328477.500000 Penalty: 3122.416992
	Iteration 13Q: 3 clusters Score -1328478 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1328532.125000 Penalty: 3122.416992
	Iteration 14Q: 3 clusters Score -1328532 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1328571.125000 Penalty: 3122.416992
	Iteration 15Q: 3 clusters Score -1328571 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1328598.625000 Penalty: 3122.416992
	Iteration 16Q: 3 clusters Score -1328599 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1328622.000000 Penalty: 3122.416992
	Iteration 17Q: 3 clusters Score -1328622 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1328645.875000 Penalty: 3122.416992
	Iteration 18Q: 3 clusters Score -1328646 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1328668.000000 Penalty: 3122.416992
	Iteration 19Q: 3 clusters Score -1328668 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1328682.875000 Penalty: 3122.416992
	Iteration 20F: 3 clusters Score -1328683 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1328700.125000 Penalty: 3122.416992
	Iteration 21Q: 3 clusters Score -1328700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1328714.000000 Penalty: 3122.416992
	Iteration 22Q: 3 clusters Score -1328714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1328720.875000 Penalty: 3122.416992
	Iteration 23Q: 3 clusters Score -1328721 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1328732.875000 Penalty: 3122.416992
	Iteration 24Q: 3 clusters Score -1328733 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1328743.125000 Penalty: 3122.416992
	Iteration 25Q: 3 clusters Score -1328743 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1328754.375000 Penalty: 3122.416992
	Iteration 26Q: 3 clusters Score -1328754 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1328772.625000 Penalty: 3122.416992
	Iteration 27Q: 3 clusters Score -1328773 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1328777.750000 Penalty: 3122.416992
	Iteration 28Q: 3 clusters Score -1328778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1328784.250000 Penalty: 3122.416992
	Iteration 29Q: 3 clusters Score -1328784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1328790.500000 Penalty: 3122.416992
	Iteration 30Q: 3 clusters Score -1328790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1328793.375000 Penalty: 3122.416992
	Iteration 31Q: 3 clusters Score -1328793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1328797.500000 Penalty: 3122.416992
	Iteration 32Q: 3 clusters Score -1328798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1328804.500000 Penalty: 3122.416992
	Iteration 33Q: 3 clusters Score -1328804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1328808.250000 Penalty: 3122.416992
	Iteration 34Q: 3 clusters Score -1328808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1328810.625000 Penalty: 3122.416992
	Iteration 35Q: 3 clusters Score -1328811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1328813.500000 Penalty: 3122.416992
	Iteration 36Q: 3 clusters Score -1328814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1328818.125000 Penalty: 3122.416992
	Iteration 37Q: 3 clusters Score -1328818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1328824.000000 Penalty: 3122.416992
	Iteration 38Q: 3 clusters Score -1328824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1328826.000000 Penalty: 3122.416992
	Iteration 39Q: 3 clusters Score -1328826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1328826.750000 Penalty: 3122.416992
	Iteration 40F: 3 clusters Score -1328827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1328828.625000 Penalty: 3122.416992
	Iteration 41Q: 3 clusters Score -1328829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1328833.750000 Penalty: 3122.416992
	Iteration 42Q: 3 clusters Score -1328834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1328835.375000 Penalty: 3122.416992
	Iteration 43Q: 3 clusters Score -1328835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1328835.125000 Penalty: 3122.416992
	Iteration 44Q: 3 clusters Score -1328835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1328835.750000 Penalty: 3122.416992
	Iteration 45Q: 3 clusters Score -1328836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1328835.875000 Penalty: 3122.416992
	Iteration 46Q: 3 clusters Score -1328836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1328836.375000 Penalty: 3122.416992
	Iteration 47Q: 3 clusters Score -1328836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1328835.750000 Penalty: 3122.416992
	Iteration 48Q: 3 clusters Score -1328836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1328835.125000 Penalty: 3122.416992
	Iteration 49Q: 3 clusters Score -1328835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1328835.125000 Penalty: 3122.416992
	Iteration 50F: 3 clusters Score -1328835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Entering Unmasked Estep 
Score: -1009822.875000 Penalty: 1510.251221
	Iteration 0F: 2 clusters Score -1009823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1002025.625000 Penalty: 3020.502441
	Iteration 0F: 3 clusters Score -1002026 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1004435.812500 Penalty: 3020.502441
	Iteration 1F: 3 clusters Score -1004436 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1004637.625000 Penalty: 3020.502441
	Iteration 2Q: 3 clusters Score -1004638 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1004847.000000 Penalty: 3020.502441
	Iteration 3Q: 3 clusters Score -1004847 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1005049.062500 Penalty: 3020.502441
	Iteration 4Q: 3 clusters Score -1005049 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1005279.500000 Penalty: 3020.502441
	Iteration 5Q: 3 clusters Score -1005280 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1005535.375000 Penalty: 3020.502441
	Iteration 6Q: 3 clusters Score -1005535 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1005831.375000 Penalty: 3020.502441
	Iteration 7F: 3 clusters Score -1005831 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1006212.937500 Penalty: 3020.502441
	Iteration 8F: 3 clusters Score -1006213 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1006665.062500 Penalty: 3020.502441
	Iteration 9F: 3 clusters Score -1006665 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1007176.375000 Penalty: 3020.502441
	Iteration 10F: 3 clusters Score -1007176 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1007633.875000 Penalty: 3020.502441
	Iteration 11F: 3 clusters Score -1007634 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1007987.625000 Penalty: 3020.502441
	Iteration 12Q: 3 clusters Score -1007988 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1008214.562500 Penalty: 3020.502441
	Iteration 13Q: 3 clusters Score -1008215 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1008372.125000 Penalty: 3020.502441
	Iteration 14Q: 3 clusters Score -1008372 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1008470.625000 Penalty: 3020.502441
	Iteration 15Q: 3 clusters Score -1008471 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1008522.375000 Penalty: 3020.502441
	Iteration 16Q: 3 clusters Score -1008522 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1008550.562500 Penalty: 3020.502441
	Iteration 17Q: 3 clusters Score -1008551 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1008571.375000 Penalty: 3020.502441
	Iteration 18Q: 3 clusters Score -1008571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1008580.937500 Penalty: 3020.502441
	Iteration 19Q: 3 clusters Score -1008581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1008585.812500 Penalty: 3020.502441
	Iteration 20F: 3 clusters Score -1008586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1008584.812500 Penalty: 3020.502441
	Iteration 21Q: 3 clusters Score -1008585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1008587.125000 Penalty: 3020.502441
	Iteration 22Q: 3 clusters Score -1008587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1008589.937500 Penalty: 3020.502441
	Iteration 23Q: 3 clusters Score -1008590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1008595.000000 Penalty: 3020.502441
	Iteration 24Q: 3 clusters Score -1008595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1008598.375000 Penalty: 3020.502441
	Iteration 25Q: 3 clusters Score -1008598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1008600.937500 Penalty: 3020.502441
	Iteration 26Q: 3 clusters Score -1008601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1008602.062500 Penalty: 3020.502441
	Iteration 27Q: 3 clusters Score -1008602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1008604.562500 Penalty: 3020.502441
	Iteration 28Q: 3 clusters Score -1008605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1008604.375000 Penalty: 3020.502441
	Iteration 29Q: 3 clusters Score -1008604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1008603.500000 Penalty: 3020.502441
	Iteration 30Q: 3 clusters Score -1008604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1008603.500000 Penalty: 3020.502441
	Iteration 31F: 3 clusters Score -1008604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Entering Unmasked Estep 
Score: -507637.687500 Penalty: 1405.421509
	Iteration 0F: 2 clusters Score -507637.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -503220.750000 Penalty: 2810.843018
	Iteration 0F: 3 clusters Score -503220.8 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -504517.500000 Penalty: 2810.843018
	Iteration 1F: 3 clusters Score -504517.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -504713.718750 Penalty: 2810.843018
	Iteration 2F: 3 clusters Score -504713.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -504856.531250 Penalty: 2810.843018
	Iteration 3Q: 3 clusters Score -504856.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -504992.125000 Penalty: 2810.843018
	Iteration 4Q: 3 clusters Score -504992.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -505126.375000 Penalty: 2810.843018
	Iteration 5Q: 3 clusters Score -505126.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -505256.875000 Penalty: 2810.843018
	Iteration 6Q: 3 clusters Score -505256.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -505397.687500 Penalty: 2810.843018
	Iteration 7Q: 3 clusters Score -505397.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -505542.781250 Penalty: 2810.843018
	Iteration 8Q: 3 clusters Score -505542.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -505678.156250 Penalty: 2810.843018
	Iteration 9Q: 3 clusters Score -505678.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -505813.406250 Penalty: 2810.843018
	Iteration 10Q: 3 clusters Score -505813.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -505944.031250 Penalty: 2810.843018
	Iteration 11Q: 3 clusters Score -505944 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -506041.968750 Penalty: 2810.843018
	Iteration 12Q: 3 clusters Score -506042 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -506131.968750 Penalty: 2810.843018
	Iteration 13Q: 3 clusters Score -506132 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -506208.062500 Penalty: 2810.843018
	Iteration 14Q: 3 clusters Score -506208.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -506277.000000 Penalty: 2810.843018
	Iteration 15Q: 3 clusters Score -506277 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -506328.312500 Penalty: 2810.843018
	Iteration 16Q: 3 clusters Score -506328.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -506359.937500 Penalty: 2810.843018
	Iteration 17Q: 3 clusters Score -506359.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -506377.218750 Penalty: 2810.843018
	Iteration 18Q: 3 clusters Score -506377.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -506397.375000 Penalty: 2810.843018
	Iteration 19Q: 3 clusters Score -506397.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -506416.000000 Penalty: 2810.843018
	Iteration 20F: 3 clusters Score -506416 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -506435.093750 Penalty: 2810.843018
	Iteration 21Q: 3 clusters Score -506435.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -506447.312500 Penalty: 2810.843018
	Iteration 22Q: 3 clusters Score -506447.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -506454.031250 Penalty: 2810.843018
	Iteration 23Q: 3 clusters Score -506454 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -506463.718750 Penalty: 2810.843018
	Iteration 24Q: 3 clusters Score -506463.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -506468.906250 Penalty: 2810.843018
	Iteration 25Q: 3 clusters Score -506468.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -506473.406250 Penalty: 2810.843018
	Iteration 26Q: 3 clusters Score -506473.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -506477.718750 Penalty: 2810.843018
	Iteration 27Q: 3 clusters Score -506477.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -506481.937500 Penalty: 2810.843018
	Iteration 28Q: 3 clusters Score -506481.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -506489.218750 Penalty: 2810.843018
	Iteration 29Q: 3 clusters Score -506489.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -506491.500000 Penalty: 2810.843018
	Iteration 30Q: 3 clusters Score -506491.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -506495.093750 Penalty: 2810.843018
	Iteration 31Q: 3 clusters Score -506495.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -506499.000000 Penalty: 2810.843018
	Iteration 32Q: 3 clusters Score -506499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -506501.531250 Penalty: 2810.843018
	Iteration 33Q: 3 clusters Score -506501.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -506502.437500 Penalty: 2810.843018
	Iteration 34Q: 3 clusters Score -506502.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -506504.562500 Penalty: 2810.843018
	Iteration 35Q: 3 clusters Score -506504.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -506505.625000 Penalty: 2810.843018
	Iteration 36Q: 3 clusters Score -506505.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -506506.093750 Penalty: 2810.843018
	Iteration 37Q: 3 clusters Score -506506.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -506505.937500 Penalty: 2810.843018
	Iteration 38Q: 3 clusters Score -506505.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -506505.937500 Penalty: 2810.843018
	Iteration 39F: 3 clusters Score -506505.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (126857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126857 members 
Entering Unmasked Estep 
Score: -11548229.000000 Penalty: 1909.507446
	Iteration 0F: 2 clusters Score -1.154823e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63384 members 
Mstep: Class 2 contains 63473 members 
Entering Unmasked Estep 
Score: -11463343.000000 Penalty: 3819.014893
	Iteration 0F: 3 clusters Score -1.146334e+07 nChanged 61010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60976 members 
Mstep: Class 2 contains 65881 members 
Entering Unmasked Estep 
Score: -11499039.000000 Penalty: 3819.014893
	Iteration 1F: 3 clusters Score -1.149904e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59132 members 
Mstep: Class 2 contains 67725 members 
Entering Unmasked Estep 
Score: -11500151.000000 Penalty: 3819.014893
	Iteration 2Q: 3 clusters Score -1.150015e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56168 members 
Mstep: Class 2 contains 70689 members 
Entering Unmasked Estep 
Score: -11501963.000000 Penalty: 3819.014893
	Iteration 3Q: 3 clusters Score -1.150196e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51745 members 
Mstep: Class 2 contains 75112 members 
Entering Unmasked Estep 
Score: -11504762.000000 Penalty: 3819.014893
	Iteration 4F: 3 clusters Score -1.150476e+07 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 81228 members 
Entering Unmasked Estep 
Score: -11508956.000000 Penalty: 3819.014893
	Iteration 5F: 3 clusters Score -1.150896e+07 nChanged 8894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 88774 members 
Entering Unmasked Estep 
Score: -11514491.000000 Penalty: 3819.014893
	Iteration 6F: 3 clusters Score -1.151449e+07 nChanged 9070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 97072 members 
Entering Unmasked Estep 
Score: -11521124.000000 Penalty: 3819.014893
	Iteration 7F: 3 clusters Score -1.152112e+07 nChanged 8798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 105586 members 
Entering Unmasked Estep 
Score: -11528059.000000 Penalty: 3819.014893
	Iteration 8F: 3 clusters Score -1.152806e+07 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 113222 members 
Entering Unmasked Estep 
Score: -11534771.000000 Penalty: 3819.014893
	Iteration 9F: 3 clusters Score -1.153477e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 119076 members 
Entering Unmasked Estep 
Score: -11540077.000000 Penalty: 3819.014893
	Iteration 10Q: 3 clusters Score -1.154008e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 122842 members 
Entering Unmasked Estep 
Score: -11543642.000000 Penalty: 3819.014893
	Iteration 11Q: 3 clusters Score -1.154364e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 124784 members 
Entering Unmasked Estep 
Score: -11545319.000000 Penalty: 3819.014893
	Iteration 12Q: 3 clusters Score -1.154532e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 125593 members 
Entering Unmasked Estep 
Score: -11546047.000000 Penalty: 3819.014893
	Iteration 13Q: 3 clusters Score -1.154605e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 125905 members 
Entering Unmasked Estep 
Score: -11546400.000000 Penalty: 3819.014893
	Iteration 14Q: 3 clusters Score -1.15464e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 126010 members 
Entering Unmasked Estep 
Score: -11546594.000000 Penalty: 3819.014893
	Iteration 15Q: 3 clusters Score -1.154659e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 126053 members 
Entering Unmasked Estep 
Score: -11546682.000000 Penalty: 3819.014893
	Iteration 16Q: 3 clusters Score -1.154668e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 126072 members 
Entering Unmasked Estep 
Score: -11546736.000000 Penalty: 3819.014893
	Iteration 17Q: 3 clusters Score -1.154674e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 126088 members 
Entering Unmasked Estep 
Score: -11546763.000000 Penalty: 3819.014893
	Iteration 18Q: 3 clusters Score -1.154676e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 126093 members 
Entering Unmasked Estep 
Score: -11546812.000000 Penalty: 3819.014893
	Iteration 19Q: 3 clusters Score -1.154681e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 126095 members 
Entering Unmasked Estep 
Score: -11546813.000000 Penalty: 3819.014893
	Iteration 20F: 3 clusters Score -1.154681e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 126090 members 
Entering Unmasked Estep 
Score: -11546838.000000 Penalty: 3819.014893
	Iteration 21Q: 3 clusters Score -1.154684e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 126082 members 
Entering Unmasked Estep 
Score: -11546859.000000 Penalty: 3819.014893
	Iteration 22Q: 3 clusters Score -1.154686e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 126079 members 
Entering Unmasked Estep 
Score: -11546877.000000 Penalty: 3819.014893
	Iteration 23Q: 3 clusters Score -1.154688e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 126079 members 
Entering Unmasked Estep 
Score: -11546882.000000 Penalty: 3819.014893
	Iteration 24Q: 3 clusters Score -1.154688e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 126081 members 
Entering Unmasked Estep 
Score: -11546892.000000 Penalty: 3819.014893
	Iteration 25Q: 3 clusters Score -1.154689e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 126080 members 
Entering Unmasked Estep 
Score: -11546898.000000 Penalty: 3819.014893
	Iteration 26Q: 3 clusters Score -1.15469e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 126084 members 
Entering Unmasked Estep 
Score: -11546897.000000 Penalty: 3819.014893
	Iteration 27Q: 3 clusters Score -1.15469e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 126084 members 
Entering Unmasked Estep 
Score: -11546907.000000 Penalty: 3819.014893
	Iteration 28Q: 3 clusters Score -1.154691e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 126081 members 
Entering Unmasked Estep 
Score: -11546906.000000 Penalty: 3819.014893
	Iteration 29Q: 3 clusters Score -1.154691e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 126077 members 
Entering Unmasked Estep 
Score: -11546923.000000 Penalty: 3819.014893
	Iteration 30Q: 3 clusters Score -1.154692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 126074 members 
Entering Unmasked Estep 
Score: -11546919.000000 Penalty: 3819.014893
	Iteration 31Q: 3 clusters Score -1.154692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 126073 members 
Entering Unmasked Estep 
Score: -11546922.000000 Penalty: 3819.014893
	Iteration 32Q: 3 clusters Score -1.154692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 126075 members 
Entering Unmasked Estep 
Score: -11546928.000000 Penalty: 3819.014893
	Iteration 33Q: 3 clusters Score -1.154693e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 126081 members 
Entering Unmasked Estep 
Score: -11546940.000000 Penalty: 3819.014893
	Iteration 34Q: 3 clusters Score -1.154694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 126082 members 
Entering Unmasked Estep 
Score: -11546944.000000 Penalty: 3819.014893
	Iteration 35Q: 3 clusters Score -1.154694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 126084 members 
Entering Unmasked Estep 
Score: -11546934.000000 Penalty: 3819.014893
	Iteration 36Q: 3 clusters Score -1.154693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 126084 members 
Entering Unmasked Estep 
Score: -11546934.000000 Penalty: 3819.014893
	Iteration 37Q: 3 clusters Score -1.154693e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 126084 members 
Entering Unmasked Estep 
Score: -11546934.000000 Penalty: 3819.014893
	Iteration 38F: 3 clusters Score -1.154693e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Entering Unmasked Estep 
Score: -1482988.000000 Penalty: 1594.490479
	Iteration 0F: 2 clusters Score -1482988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1470479.500000 Penalty: 3188.980957
	Iteration 0F: 3 clusters Score -1470480 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1475405.875000 Penalty: 3188.980957
	Iteration 1F: 3 clusters Score -1475406 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1476409.625000 Penalty: 3188.980957
	Iteration 2F: 3 clusters Score -1476410 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1477566.750000 Penalty: 3188.980957
	Iteration 3F: 3 clusters Score -1477567 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1478735.000000 Penalty: 3188.980957
	Iteration 4F: 3 clusters Score -1478735 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1479672.875000 Penalty: 3188.980957
	Iteration 5F: 3 clusters Score -1479673 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1480309.875000 Penalty: 3188.980957
	Iteration 6F: 3 clusters Score -1480310 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1480779.125000 Penalty: 3188.980957
	Iteration 7Q: 3 clusters Score -1480779 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -1481211.375000 Penalty: 3188.980957
	Iteration 8Q: 3 clusters Score -1481211 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -1481599.375000 Penalty: 3188.980957
	Iteration 9Q: 3 clusters Score -1481599 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1481901.625000 Penalty: 3188.980957
	Iteration 10Q: 3 clusters Score -1481902 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1482146.125000 Penalty: 3188.980957
	Iteration 11Q: 3 clusters Score -1482146 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1482327.250000 Penalty: 3188.980957
	Iteration 12Q: 3 clusters Score -1482327 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1482491.625000 Penalty: 3188.980957
	Iteration 13Q: 3 clusters Score -1482492 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1482767.625000 Penalty: 3188.980957
	Iteration 14Q: 3 clusters Score -1482768 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1483052.125000 Penalty: 3188.980957
	Iteration 15Q: 3 clusters Score -1483052 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1483211.750000 Penalty: 3188.980957
	Iteration 16Q: 3 clusters Score -1483212 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -1483286.000000 Penalty: 3188.980957
	Iteration 17Q: 3 clusters Score -1483286 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1483311.750000 Penalty: 3188.980957
	Iteration 18Q: 3 clusters Score -1483312 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1483336.000000 Penalty: 3188.980957
	Iteration 19Q: 3 clusters Score -1483336 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1483350.750000 Penalty: 3188.980957
	Iteration 20F: 3 clusters Score -1483351 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -1483359.625000 Penalty: 3188.980957
	Iteration 21Q: 3 clusters Score -1483360 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1483372.125000 Penalty: 3188.980957
	Iteration 22Q: 3 clusters Score -1483372 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -1483382.500000 Penalty: 3188.980957
	Iteration 23Q: 3 clusters Score -1483382 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -1483385.250000 Penalty: 3188.980957
	Iteration 24Q: 3 clusters Score -1483385 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1483386.875000 Penalty: 3188.980957
	Iteration 25Q: 3 clusters Score -1483387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -1483389.375000 Penalty: 3188.980957
	Iteration 26Q: 3 clusters Score -1483389 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -1483396.500000 Penalty: 3188.980957
	Iteration 27Q: 3 clusters Score -1483396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -1483395.750000 Penalty: 3188.980957
	Iteration 28Q: 3 clusters Score -1483396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -1483399.250000 Penalty: 3188.980957
	Iteration 29Q: 3 clusters Score -1483399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1483398.125000 Penalty: 3188.980957
	Iteration 30Q: 3 clusters Score -1483398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -1483400.750000 Penalty: 3188.980957
	Iteration 31Q: 3 clusters Score -1483401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1483400.500000 Penalty: 3188.980957
	Iteration 32Q: 3 clusters Score -1483400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -1483398.500000 Penalty: 3188.980957
	Iteration 33Q: 3 clusters Score -1483398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -1483400.375000 Penalty: 3188.980957
	Iteration 34Q: 3 clusters Score -1483400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -1483397.000000 Penalty: 3188.980957
	Iteration 35Q: 3 clusters Score -1483397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1483398.500000 Penalty: 3188.980957
	Iteration 36Q: 3 clusters Score -1483398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1483399.500000 Penalty: 3188.980957
	Iteration 37Q: 3 clusters Score -1483400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -1483402.375000 Penalty: 3188.980957
	Iteration 38Q: 3 clusters Score -1483402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1483402.750000 Penalty: 3188.980957
	Iteration 39Q: 3 clusters Score -1483403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1483407.875000 Penalty: 3188.980957
	Iteration 40F: 3 clusters Score -1483408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1483409.125000 Penalty: 3188.980957
	Iteration 41Q: 3 clusters Score -1483409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1483408.625000 Penalty: 3188.980957
	Iteration 42Q: 3 clusters Score -1483409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -1483408.000000 Penalty: 3188.980957
	Iteration 43Q: 3 clusters Score -1483408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1483404.750000 Penalty: 3188.980957
	Iteration 44Q: 3 clusters Score -1483405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1483409.375000 Penalty: 3188.980957
	Iteration 45Q: 3 clusters Score -1483409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1483407.000000 Penalty: 3188.980957
	Iteration 46Q: 3 clusters Score -1483407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1483406.875000 Penalty: 3188.980957
	Iteration 47Q: 3 clusters Score -1483407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1483409.375000 Penalty: 3188.980957
	Iteration 48Q: 3 clusters Score -1483409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -1483408.750000 Penalty: 3188.980957
	Iteration 49Q: 3 clusters Score -1483409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -1483409.625000 Penalty: 3188.980957
	Iteration 50Q: 3 clusters Score -1483410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -1483410.750000 Penalty: 3188.980957
	Iteration 51Q: 3 clusters Score -1483411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1483409.125000 Penalty: 3188.980957
	Iteration 52Q: 3 clusters Score -1483409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -1483410.625000 Penalty: 3188.980957
	Iteration 53Q: 3 clusters Score -1483411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -1483410.625000 Penalty: 3188.980957
	Iteration 54F: 3 clusters Score -1483411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7606 members 
Mstep: Class 3 contains 40354 members 
Mstep: Class 4 contains 11190 members 
Mstep: Class 5 contains 22575 members 
Mstep: Class 6 contains 8297 members 
Mstep: Class 7 contains 14875 members 
Mstep: Class 8 contains 10871 members 
Mstep: Class 9 contains 5703 members 
Mstep: Class 10 contains 126857 members 
Mstep: Class 11 contains 3758 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 114579 members 
Mstep: Class 16 contains 80912 members 
Mstep: Class 17 contains 124492 members 
Mstep: Class 18 contains 32585 members 
Mstep: Class 19 contains 3965 members 
Mstep: Class 20 contains 6792 members 
Mstep: Class 21 contains 9051 members 
Mstep: Class 22 contains 68898 members 
Mstep: Class 23 contains 2840 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 39155 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 3259 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27912 members 
Mstep: Class 30 contains 59840 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1797 members 
Mstep: Class 33 contains 1769 members 
Mstep: Class 34 contains 1984 members 
Mstep: Class 35 contains 1358 members 
Mstep: Class 36 contains 8053 members 
Mstep: Class 37 contains 1335 members 
Mstep: Class 38 contains 8819 members 
Mstep: Class 39 contains 4344 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13547 members 
Mstep: Class 42 contains 6981 members 
Mstep: Class 43 contains 722 members 
Mstep: Class 44 contains 4072 members 
Mstep: Class 45 contains 14498 members 
Entering Unmasked Estep 
Score: -84456112.000000 Penalty: 100714.671875
Splitting cluster 11 changes total score from -84456000.000000 to -84456112.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 12 (587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Entering Unmasked Estep 
Score: -47240.214844 Penalty: 1035.941528
	Iteration 0F: 2 clusters Score -47240.21 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 272 members 
Entering Unmasked Estep 
Score: -46102.832031 Penalty: 2071.883057
	Iteration 0F: 3 clusters Score -46102.83 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -46360.500000 Penalty: 2071.883057
	Iteration 1F: 3 clusters Score -46360.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46510.957031 Penalty: 2071.883057
	Iteration 2F: 3 clusters Score -46510.96 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46636.789062 Penalty: 2071.883057
	Iteration 3F: 3 clusters Score -46636.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -46726.015625 Penalty: 2071.883057
	Iteration 4F: 3 clusters Score -46726.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -46774.441406 Penalty: 2071.883057
	Iteration 5Q: 3 clusters Score -46774.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -46802.062500 Penalty: 2071.883057
	Iteration 6Q: 3 clusters Score -46802.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -46825.929688 Penalty: 2071.883057
	Iteration 7Q: 3 clusters Score -46825.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -46836.527344 Penalty: 2071.883057
	Iteration 8Q: 3 clusters Score -46836.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -46853.960938 Penalty: 2071.883057
	Iteration 9Q: 3 clusters Score -46853.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -46864.535156 Penalty: 2071.883057
	Iteration 10Q: 3 clusters Score -46864.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -46872.781250 Penalty: 2071.883057
	Iteration 11Q: 3 clusters Score -46872.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -46872.781250 Penalty: 2071.883057
	Iteration 12F: 3 clusters Score -46872.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Entering Unmasked Estep 
Score: -143322.281250 Penalty: 1198.885864
	Iteration 0F: 2 clusters Score -143322.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -141505.968750 Penalty: 2397.771729
	Iteration 0F: 3 clusters Score -141506 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -141857.156250 Penalty: 2397.771729
	Iteration 1F: 3 clusters Score -141857.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -141934.203125 Penalty: 2397.771729
	Iteration 2F: 3 clusters Score -141934.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -141973.921875 Penalty: 2397.771729
	Iteration 3Q: 3 clusters Score -141973.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -141998.562500 Penalty: 2397.771729
	Iteration 4Q: 3 clusters Score -141998.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -142013.562500 Penalty: 2397.771729
	Iteration 5Q: 3 clusters Score -142013.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -142024.453125 Penalty: 2397.771729
	Iteration 6Q: 3 clusters Score -142024.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -142031.484375 Penalty: 2397.771729
	Iteration 7Q: 3 clusters Score -142031.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -142037.421875 Penalty: 2397.771729
	Iteration 8Q: 3 clusters Score -142037.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -142046.265625 Penalty: 2397.771729
	Iteration 9Q: 3 clusters Score -142046.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -142055.062500 Penalty: 2397.771729
	Iteration 10Q: 3 clusters Score -142055.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -142063.609375 Penalty: 2397.771729
	Iteration 11Q: 3 clusters Score -142063.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -142073.500000 Penalty: 2397.771729
	Iteration 12Q: 3 clusters Score -142073.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -142079.765625 Penalty: 2397.771729
	Iteration 13Q: 3 clusters Score -142079.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -142084.734375 Penalty: 2397.771729
	Iteration 14Q: 3 clusters Score -142084.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -142089.296875 Penalty: 2397.771729
	Iteration 15Q: 3 clusters Score -142089.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -142094.562500 Penalty: 2397.771729
	Iteration 16Q: 3 clusters Score -142094.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -142100.093750 Penalty: 2397.771729
	Iteration 17Q: 3 clusters Score -142100.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -142106.687500 Penalty: 2397.771729
	Iteration 18Q: 3 clusters Score -142106.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -142114.031250 Penalty: 2397.771729
	Iteration 19Q: 3 clusters Score -142114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -142115.468750 Penalty: 2397.771729
	Iteration 20F: 3 clusters Score -142115.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -142115.984375 Penalty: 2397.771729
	Iteration 21Q: 3 clusters Score -142116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -142115.984375 Penalty: 2397.771729
	Iteration 22F: 3 clusters Score -142116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Entering Unmasked Estep 
Score: -289384.500000 Penalty: 1319.063232
	Iteration 0F: 2 clusters Score -289384.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -286429.687500 Penalty: 2638.126465
	Iteration 0F: 3 clusters Score -286429.7 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -287156.093750 Penalty: 2638.126465
	Iteration 1F: 3 clusters Score -287156.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -287300.625000 Penalty: 2638.126465
	Iteration 2F: 3 clusters Score -287300.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -287406.906250 Penalty: 2638.126465
	Iteration 3F: 3 clusters Score -287406.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -287522.812500 Penalty: 2638.126465
	Iteration 4Q: 3 clusters Score -287522.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -287622.250000 Penalty: 2638.126465
	Iteration 5Q: 3 clusters Score -287622.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -287739.187500 Penalty: 2638.126465
	Iteration 6Q: 3 clusters Score -287739.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -287858.875000 Penalty: 2638.126465
	Iteration 7Q: 3 clusters Score -287858.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -287977.687500 Penalty: 2638.126465
	Iteration 8Q: 3 clusters Score -287977.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -288074.437500 Penalty: 2638.126465
	Iteration 9Q: 3 clusters Score -288074.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -288150.812500 Penalty: 2638.126465
	Iteration 10Q: 3 clusters Score -288150.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -288225.656250 Penalty: 2638.126465
	Iteration 11Q: 3 clusters Score -288225.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -288279.718750 Penalty: 2638.126465
	Iteration 12Q: 3 clusters Score -288279.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -288307.281250 Penalty: 2638.126465
	Iteration 13Q: 3 clusters Score -288307.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -288329.125000 Penalty: 2638.126465
	Iteration 14Q: 3 clusters Score -288329.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -288342.218750 Penalty: 2638.126465
	Iteration 15Q: 3 clusters Score -288342.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -288359.031250 Penalty: 2638.126465
	Iteration 16Q: 3 clusters Score -288359 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -288381.031250 Penalty: 2638.126465
	Iteration 17Q: 3 clusters Score -288381 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -288403.500000 Penalty: 2638.126465
	Iteration 18Q: 3 clusters Score -288403.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -288418.750000 Penalty: 2638.126465
	Iteration 19Q: 3 clusters Score -288418.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -288428.125000 Penalty: 2638.126465
	Iteration 20F: 3 clusters Score -288428.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -288444.125000 Penalty: 2638.126465
	Iteration 21Q: 3 clusters Score -288444.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -288456.562500 Penalty: 2638.126465
	Iteration 22Q: 3 clusters Score -288456.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -288466.343750 Penalty: 2638.126465
	Iteration 23Q: 3 clusters Score -288466.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -288475.250000 Penalty: 2638.126465
	Iteration 24Q: 3 clusters Score -288475.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -288480.468750 Penalty: 2638.126465
	Iteration 25Q: 3 clusters Score -288480.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -288483.281250 Penalty: 2638.126465
	Iteration 26Q: 3 clusters Score -288483.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -288486.406250 Penalty: 2638.126465
	Iteration 27Q: 3 clusters Score -288486.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -288488.500000 Penalty: 2638.126465
	Iteration 28Q: 3 clusters Score -288488.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -288492.031250 Penalty: 2638.126465
	Iteration 29Q: 3 clusters Score -288492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -288494.625000 Penalty: 2638.126465
	Iteration 30Q: 3 clusters Score -288494.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -288497.718750 Penalty: 2638.126465
	Iteration 31Q: 3 clusters Score -288497.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -288500.562500 Penalty: 2638.126465
	Iteration 32Q: 3 clusters Score -288500.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -288508.156250 Penalty: 2638.126465
	Iteration 33Q: 3 clusters Score -288508.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -288518.500000 Penalty: 2638.126465
	Iteration 34Q: 3 clusters Score -288518.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -288527.531250 Penalty: 2638.126465
	Iteration 35Q: 3 clusters Score -288527.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -288542.937500 Penalty: 2638.126465
	Iteration 36Q: 3 clusters Score -288542.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -288559.062500 Penalty: 2638.126465
	Iteration 37Q: 3 clusters Score -288559.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -288577.031250 Penalty: 2638.126465
	Iteration 38Q: 3 clusters Score -288577 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -288595.156250 Penalty: 2638.126465
	Iteration 39Q: 3 clusters Score -288595.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -288608.031250 Penalty: 2638.126465
	Iteration 40F: 3 clusters Score -288608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -288617.531250 Penalty: 2638.126465
	Iteration 41Q: 3 clusters Score -288617.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -288622.968750 Penalty: 2638.126465
	Iteration 42Q: 3 clusters Score -288623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -288629.062500 Penalty: 2638.126465
	Iteration 43Q: 3 clusters Score -288629.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -288632.312500 Penalty: 2638.126465
	Iteration 44Q: 3 clusters Score -288632.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -288635.562500 Penalty: 2638.126465
	Iteration 45Q: 3 clusters Score -288635.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -288638.125000 Penalty: 2638.126465
	Iteration 46Q: 3 clusters Score -288638.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -288640.062500 Penalty: 2638.126465
	Iteration 47Q: 3 clusters Score -288640.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -288642.093750 Penalty: 2638.126465
	Iteration 48Q: 3 clusters Score -288642.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -288644.562500 Penalty: 2638.126465
	Iteration 49Q: 3 clusters Score -288644.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -288646.625000 Penalty: 2638.126465
	Iteration 50Q: 3 clusters Score -288646.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -288649.250000 Penalty: 2638.126465
	Iteration 51Q: 3 clusters Score -288649.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -288654.250000 Penalty: 2638.126465
	Iteration 52Q: 3 clusters Score -288654.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -288656.968750 Penalty: 2638.126465
	Iteration 53Q: 3 clusters Score -288657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -288660.656250 Penalty: 2638.126465
	Iteration 54Q: 3 clusters Score -288660.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -288664.218750 Penalty: 2638.126465
	Iteration 55Q: 3 clusters Score -288664.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -288667.375000 Penalty: 2638.126465
	Iteration 56Q: 3 clusters Score -288667.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -288672.281250 Penalty: 2638.126465
	Iteration 57Q: 3 clusters Score -288672.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -288675.250000 Penalty: 2638.126465
	Iteration 58Q: 3 clusters Score -288675.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -288677.000000 Penalty: 2638.126465
	Iteration 59Q: 3 clusters Score -288677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -288677.937500 Penalty: 2638.126465
	Iteration 60F: 3 clusters Score -288677.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -288678.375000 Penalty: 2638.126465
	Iteration 61Q: 3 clusters Score -288678.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -288679.218750 Penalty: 2638.126465
	Iteration 62Q: 3 clusters Score -288679.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -288680.625000 Penalty: 2638.126465
	Iteration 63Q: 3 clusters Score -288680.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -288682.937500 Penalty: 2638.126465
	Iteration 64Q: 3 clusters Score -288682.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -288684.406250 Penalty: 2638.126465
	Iteration 65Q: 3 clusters Score -288684.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -288685.531250 Penalty: 2638.126465
	Iteration 66Q: 3 clusters Score -288685.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -288685.781250 Penalty: 2638.126465
	Iteration 67Q: 3 clusters Score -288685.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -288685.781250 Penalty: 2638.126465
	Iteration 68F: 3 clusters Score -288685.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (114579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114579 members 
Entering Unmasked Estep 
Score: -10538615.000000 Penalty: 1892.965820
	Iteration 0F: 2 clusters Score -1.053862e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57108 members 
Mstep: Class 2 contains 57471 members 
Entering Unmasked Estep 
Score: -10462024.000000 Penalty: 3785.931641
	Iteration 0F: 3 clusters Score -1.046202e+07 nChanged 54902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54936 members 
Mstep: Class 2 contains 59643 members 
Entering Unmasked Estep 
Score: -10494622.000000 Penalty: 3785.931641
	Iteration 1F: 3 clusters Score -1.049462e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53410 members 
Mstep: Class 2 contains 61169 members 
Entering Unmasked Estep 
Score: -10495847.000000 Penalty: 3785.931641
	Iteration 2Q: 3 clusters Score -1.049585e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51258 members 
Mstep: Class 2 contains 63321 members 
Entering Unmasked Estep 
Score: -10497582.000000 Penalty: 3785.931641
	Iteration 3Q: 3 clusters Score -1.049758e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 66387 members 
Entering Unmasked Estep 
Score: -10499752.000000 Penalty: 3785.931641
	Iteration 4Q: 3 clusters Score -1.049975e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 70569 members 
Entering Unmasked Estep 
Score: -10502967.000000 Penalty: 3785.931641
	Iteration 5F: 3 clusters Score -1.050297e+07 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 75725 members 
Entering Unmasked Estep 
Score: -10507305.000000 Penalty: 3785.931641
	Iteration 6F: 3 clusters Score -1.05073e+07 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 81561 members 
Entering Unmasked Estep 
Score: -10512831.000000 Penalty: 3785.931641
	Iteration 7F: 3 clusters Score -1.051283e+07 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 87179 members 
Entering Unmasked Estep 
Score: -10518354.000000 Penalty: 3785.931641
	Iteration 8F: 3 clusters Score -1.051835e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 91669 members 
Entering Unmasked Estep 
Score: -10522820.000000 Penalty: 3785.931641
	Iteration 9F: 3 clusters Score -1.052282e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 95065 members 
Entering Unmasked Estep 
Score: -10525673.000000 Penalty: 3785.931641
	Iteration 10Q: 3 clusters Score -1.052567e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 97810 members 
Entering Unmasked Estep 
Score: -10527451.000000 Penalty: 3785.931641
	Iteration 11Q: 3 clusters Score -1.052745e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 100178 members 
Entering Unmasked Estep 
Score: -10528865.000000 Penalty: 3785.931641
	Iteration 12Q: 3 clusters Score -1.052886e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 102344 members 
Entering Unmasked Estep 
Score: -10530093.000000 Penalty: 3785.931641
	Iteration 13Q: 3 clusters Score -1.053009e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 104356 members 
Entering Unmasked Estep 
Score: -10531162.000000 Penalty: 3785.931641
	Iteration 14Q: 3 clusters Score -1.053116e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 106228 members 
Entering Unmasked Estep 
Score: -10532208.000000 Penalty: 3785.931641
	Iteration 15Q: 3 clusters Score -1.053221e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 107907 members 
Entering Unmasked Estep 
Score: -10533205.000000 Penalty: 3785.931641
	Iteration 16Q: 3 clusters Score -1.05332e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 109341 members 
Entering Unmasked Estep 
Score: -10533995.000000 Penalty: 3785.931641
	Iteration 17Q: 3 clusters Score -1.0534e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 110589 members 
Entering Unmasked Estep 
Score: -10534738.000000 Penalty: 3785.931641
	Iteration 18Q: 3 clusters Score -1.053474e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 111586 members 
Entering Unmasked Estep 
Score: -10535334.000000 Penalty: 3785.931641
	Iteration 19Q: 3 clusters Score -1.053533e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 112390 members 
Entering Unmasked Estep 
Score: -10535814.000000 Penalty: 3785.931641
	Iteration 20F: 3 clusters Score -1.053581e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 112957 members 
Entering Unmasked Estep 
Score: -10536156.000000 Penalty: 3785.931641
	Iteration 21Q: 3 clusters Score -1.053616e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 113340 members 
Entering Unmasked Estep 
Score: -10536377.000000 Penalty: 3785.931641
	Iteration 22Q: 3 clusters Score -1.053638e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 113631 members 
Entering Unmasked Estep 
Score: -10536550.000000 Penalty: 3785.931641
	Iteration 23Q: 3 clusters Score -1.053655e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 113821 members 
Entering Unmasked Estep 
Score: -10536694.000000 Penalty: 3785.931641
	Iteration 24Q: 3 clusters Score -1.053669e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 113923 members 
Entering Unmasked Estep 
Score: -10536775.000000 Penalty: 3785.931641
	Iteration 25Q: 3 clusters Score -1.053678e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 113991 members 
Entering Unmasked Estep 
Score: -10536813.000000 Penalty: 3785.931641
	Iteration 26Q: 3 clusters Score -1.053681e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 114055 members 
Entering Unmasked Estep 
Score: -10536866.000000 Penalty: 3785.931641
	Iteration 27Q: 3 clusters Score -1.053687e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 114101 members 
Entering Unmasked Estep 
Score: -10536883.000000 Penalty: 3785.931641
	Iteration 28Q: 3 clusters Score -1.053688e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 114133 members 
Entering Unmasked Estep 
Score: -10536900.000000 Penalty: 3785.931641
	Iteration 29Q: 3 clusters Score -1.05369e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 114143 members 
Entering Unmasked Estep 
Score: -10536923.000000 Penalty: 3785.931641
	Iteration 30Q: 3 clusters Score -1.053692e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 114151 members 
Entering Unmasked Estep 
Score: -10536931.000000 Penalty: 3785.931641
	Iteration 31Q: 3 clusters Score -1.053693e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 114161 members 
Entering Unmasked Estep 
Score: -10536953.000000 Penalty: 3785.931641
	Iteration 32Q: 3 clusters Score -1.053695e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 114173 members 
Entering Unmasked Estep 
Score: -10536974.000000 Penalty: 3785.931641
	Iteration 33Q: 3 clusters Score -1.053697e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 114182 members 
Entering Unmasked Estep 
Score: -10536973.000000 Penalty: 3785.931641
	Iteration 34Q: 3 clusters Score -1.053697e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 114188 members 
Entering Unmasked Estep 
Score: -10536982.000000 Penalty: 3785.931641
	Iteration 35Q: 3 clusters Score -1.053698e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 114195 members 
Entering Unmasked Estep 
Score: -10536986.000000 Penalty: 3785.931641
	Iteration 36Q: 3 clusters Score -1.053699e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 114201 members 
Entering Unmasked Estep 
Score: -10536985.000000 Penalty: 3785.931641
	Iteration 37Q: 3 clusters Score -1.053698e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 114203 members 
Entering Unmasked Estep 
Score: -10536986.000000 Penalty: 3785.931641
	Iteration 38Q: 3 clusters Score -1.053699e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 114206 members 
Entering Unmasked Estep 
Score: -10536996.000000 Penalty: 3785.931641
	Iteration 39Q: 3 clusters Score -1.0537e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 114209 members 
Entering Unmasked Estep 
Score: -10537005.000000 Penalty: 3785.931641
	Iteration 40F: 3 clusters Score -1.0537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 114210 members 
Entering Unmasked Estep 
Score: -10537010.000000 Penalty: 3785.931641
	Iteration 41Q: 3 clusters Score -1.053701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 114211 members 
Entering Unmasked Estep 
Score: -10537009.000000 Penalty: 3785.931641
	Iteration 42Q: 3 clusters Score -1.053701e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 114211 members 
Entering Unmasked Estep 
Score: -10537009.000000 Penalty: 3785.931641
	Iteration 43F: 3 clusters Score -1.053701e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (80912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80912 members 
Entering Unmasked Estep 
Score: -7481322.500000 Penalty: 1836.431519
	Iteration 0F: 2 clusters Score -7481322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -7427232.000000 Penalty: 3672.863037
	Iteration 0F: 3 clusters Score -7427232 nChanged 38418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -7449293.000000 Penalty: 3672.863037
	Iteration 1F: 3 clusters Score -7449293 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -7449824.500000 Penalty: 3672.863037
	Iteration 2Q: 3 clusters Score -7449824 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 41238 members 
Entering Unmasked Estep 
Score: -7450405.500000 Penalty: 3672.863037
	Iteration 3Q: 3 clusters Score -7450406 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
Score: -7451022.500000 Penalty: 3672.863037
	Iteration 4Q: 3 clusters Score -7451022 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 42587 members 
Entering Unmasked Estep 
Score: -7451730.000000 Penalty: 3672.863037
	Iteration 5Q: 3 clusters Score -7451730 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -7452555.500000 Penalty: 3672.863037
	Iteration 6Q: 3 clusters Score -7452556 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 46297 members 
Entering Unmasked Estep 
Score: -7453855.000000 Penalty: 3672.863037
	Iteration 7Q: 3 clusters Score -7453855 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Mstep: Class 2 contains 49482 members 
Entering Unmasked Estep 
Score: -7456055.000000 Penalty: 3672.863037
	Iteration 8Q: 3 clusters Score -7456055 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 53562 members 
Entering Unmasked Estep 
Score: -7459632.500000 Penalty: 3672.863037
	Iteration 9F: 3 clusters Score -7459632 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 58080 members 
Entering Unmasked Estep 
Score: -7464265.000000 Penalty: 3672.863037
	Iteration 10F: 3 clusters Score -7464265 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 61835 members 
Entering Unmasked Estep 
Score: -7468360.500000 Penalty: 3672.863037
	Iteration 11F: 3 clusters Score -7468360 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 64608 members 
Entering Unmasked Estep 
Score: -7471005.000000 Penalty: 3672.863037
	Iteration 12Q: 3 clusters Score -7471005 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 66792 members 
Entering Unmasked Estep 
Score: -7472583.500000 Penalty: 3672.863037
	Iteration 13Q: 3 clusters Score -7472584 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 68667 members 
Entering Unmasked Estep 
Score: -7473673.000000 Penalty: 3672.863037
	Iteration 14Q: 3 clusters Score -7473673 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 70351 members 
Entering Unmasked Estep 
Score: -7474667.500000 Penalty: 3672.863037
	Iteration 15Q: 3 clusters Score -7474668 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 71894 members 
Entering Unmasked Estep 
Score: -7475568.000000 Penalty: 3672.863037
	Iteration 16Q: 3 clusters Score -7475568 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 73187 members 
Entering Unmasked Estep 
Score: -7476377.000000 Penalty: 3672.863037
	Iteration 17Q: 3 clusters Score -7476377 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 74322 members 
Entering Unmasked Estep 
Score: -7477035.500000 Penalty: 3672.863037
	Iteration 18Q: 3 clusters Score -7477036 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 75293 members 
Entering Unmasked Estep 
Score: -7477569.500000 Penalty: 3672.863037
	Iteration 19Q: 3 clusters Score -7477570 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 76119 members 
Entering Unmasked Estep 
Score: -7478060.000000 Penalty: 3672.863037
	Iteration 20F: 3 clusters Score -7478060 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 76798 members 
Entering Unmasked Estep 
Score: -7478395.500000 Penalty: 3672.863037
	Iteration 21Q: 3 clusters Score -7478396 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 77351 members 
Entering Unmasked Estep 
Score: -7478676.500000 Penalty: 3672.863037
	Iteration 22Q: 3 clusters Score -7478676 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 77833 members 
Entering Unmasked Estep 
Score: -7478922.000000 Penalty: 3672.863037
	Iteration 23Q: 3 clusters Score -7478922 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 78210 members 
Entering Unmasked Estep 
Score: -7479099.000000 Penalty: 3672.863037
	Iteration 24Q: 3 clusters Score -7479099 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 78527 members 
Entering Unmasked Estep 
Score: -7479258.000000 Penalty: 3672.863037
	Iteration 25Q: 3 clusters Score -7479258 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 78801 members 
Entering Unmasked Estep 
Score: -7479391.000000 Penalty: 3672.863037
	Iteration 26Q: 3 clusters Score -7479391 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 79019 members 
Entering Unmasked Estep 
Score: -7479464.500000 Penalty: 3672.863037
	Iteration 27Q: 3 clusters Score -7479464 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 79174 members 
Entering Unmasked Estep 
Score: -7479524.000000 Penalty: 3672.863037
	Iteration 28Q: 3 clusters Score -7479524 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 79296 members 
Entering Unmasked Estep 
Score: -7479582.000000 Penalty: 3672.863037
	Iteration 29Q: 3 clusters Score -7479582 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 79393 members 
Entering Unmasked Estep 
Score: -7479608.000000 Penalty: 3672.863037
	Iteration 30Q: 3 clusters Score -7479608 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 79478 members 
Entering Unmasked Estep 
Score: -7479651.000000 Penalty: 3672.863037
	Iteration 31Q: 3 clusters Score -7479651 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 79557 members 
Entering Unmasked Estep 
Score: -7479689.000000 Penalty: 3672.863037
	Iteration 32Q: 3 clusters Score -7479689 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 79630 members 
Entering Unmasked Estep 
Score: -7479718.000000 Penalty: 3672.863037
	Iteration 33Q: 3 clusters Score -7479718 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 79687 members 
Entering Unmasked Estep 
Score: -7479731.000000 Penalty: 3672.863037
	Iteration 34Q: 3 clusters Score -7479731 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 79748 members 
Entering Unmasked Estep 
Score: -7479776.500000 Penalty: 3672.863037
	Iteration 35Q: 3 clusters Score -7479776 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 79795 members 
Entering Unmasked Estep 
Score: -7479792.500000 Penalty: 3672.863037
	Iteration 36Q: 3 clusters Score -7479792 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 79835 members 
Entering Unmasked Estep 
Score: -7479815.000000 Penalty: 3672.863037
	Iteration 37Q: 3 clusters Score -7479815 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 79863 members 
Entering Unmasked Estep 
Score: -7479816.000000 Penalty: 3672.863037
	Iteration 38Q: 3 clusters Score -7479816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 79884 members 
Entering Unmasked Estep 
Score: -7479828.000000 Penalty: 3672.863037
	Iteration 39Q: 3 clusters Score -7479828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 79897 members 
Entering Unmasked Estep 
Score: -7479830.000000 Penalty: 3672.863037
	Iteration 40F: 3 clusters Score -7479830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 79907 members 
Entering Unmasked Estep 
Score: -7479846.000000 Penalty: 3672.863037
	Iteration 41Q: 3 clusters Score -7479846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 79914 members 
Entering Unmasked Estep 
Score: -7479839.000000 Penalty: 3672.863037
	Iteration 42Q: 3 clusters Score -7479839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 79923 members 
Entering Unmasked Estep 
Score: -7479845.000000 Penalty: 3672.863037
	Iteration 43Q: 3 clusters Score -7479845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 79931 members 
Entering Unmasked Estep 
Score: -7479844.500000 Penalty: 3672.863037
	Iteration 44Q: 3 clusters Score -7479844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 79938 members 
Entering Unmasked Estep 
Score: -7479856.000000 Penalty: 3672.863037
	Iteration 45Q: 3 clusters Score -7479856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 79946 members 
Entering Unmasked Estep 
Score: -7479848.500000 Penalty: 3672.863037
	Iteration 46Q: 3 clusters Score -7479848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 79958 members 
Entering Unmasked Estep 
Score: -7479855.000000 Penalty: 3672.863037
	Iteration 47Q: 3 clusters Score -7479855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 79964 members 
Entering Unmasked Estep 
Score: -7479854.000000 Penalty: 3672.863037
	Iteration 48Q: 3 clusters Score -7479854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 79968 members 
Entering Unmasked Estep 
Score: -7479858.500000 Penalty: 3672.863037
	Iteration 49Q: 3 clusters Score -7479858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 79969 members 
Entering Unmasked Estep 
Score: -7479859.500000 Penalty: 3672.863037
	Iteration 50Q: 3 clusters Score -7479860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 79970 members 
Entering Unmasked Estep 
Score: -7479859.000000 Penalty: 3672.863037
	Iteration 51Q: 3 clusters Score -7479859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 79973 members 
Entering Unmasked Estep 
Score: -7479864.500000 Penalty: 3672.863037
	Iteration 52Q: 3 clusters Score -7479864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 79982 members 
Entering Unmasked Estep 
Score: -7479876.000000 Penalty: 3672.863037
	Iteration 53Q: 3 clusters Score -7479876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 79989 members 
Entering Unmasked Estep 
Score: -7479880.500000 Penalty: 3672.863037
	Iteration 54Q: 3 clusters Score -7479880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 79992 members 
Entering Unmasked Estep 
Score: -7479881.000000 Penalty: 3672.863037
	Iteration 55Q: 3 clusters Score -7479881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 79993 members 
Entering Unmasked Estep 
Score: -7479874.000000 Penalty: 3672.863037
	Iteration 56Q: 3 clusters Score -7479874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 79996 members 
Entering Unmasked Estep 
Score: -7479872.500000 Penalty: 3672.863037
	Iteration 57Q: 3 clusters Score -7479872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 79998 members 
Entering Unmasked Estep 
Score: -7479879.500000 Penalty: 3672.863037
	Iteration 58Q: 3 clusters Score -7479880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 80000 members 
Entering Unmasked Estep 
Score: -7479888.500000 Penalty: 3672.863037
	Iteration 59Q: 3 clusters Score -7479888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 80002 members 
Entering Unmasked Estep 
Score: -7479887.500000 Penalty: 3672.863037
	Iteration 60F: 3 clusters Score -7479888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 80007 members 
Entering Unmasked Estep 
Score: -7479891.500000 Penalty: 3672.863037
	Iteration 61Q: 3 clusters Score -7479892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 80010 members 
Entering Unmasked Estep 
Score: -7479897.500000 Penalty: 3672.863037
	Iteration 62Q: 3 clusters Score -7479898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 80013 members 
Entering Unmasked Estep 
Score: -7479899.000000 Penalty: 3672.863037
	Iteration 63Q: 3 clusters Score -7479899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 80020 members 
Entering Unmasked Estep 
Score: -7479893.500000 Penalty: 3672.863037
	Iteration 64Q: 3 clusters Score -7479894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 80021 members 
Entering Unmasked Estep 
Score: -7479895.000000 Penalty: 3672.863037
	Iteration 65Q: 3 clusters Score -7479895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 80022 members 
Entering Unmasked Estep 
Score: -7479897.500000 Penalty: 3672.863037
	Iteration 66Q: 3 clusters Score -7479898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 80024 members 
Entering Unmasked Estep 
Score: -7479898.000000 Penalty: 3672.863037
	Iteration 67Q: 3 clusters Score -7479898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 80027 members 
Entering Unmasked Estep 
Score: -7479887.000000 Penalty: 3672.863037
	Iteration 68Q: 3 clusters Score -7479887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 80028 members 
Entering Unmasked Estep 
Score: -7479888.500000 Penalty: 3672.863037
	Iteration 69Q: 3 clusters Score -7479888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 80028 members 
Entering Unmasked Estep 
Score: -7479890.500000 Penalty: 3672.863037
	Iteration 70Q: 3 clusters Score -7479890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 80031 members 
Entering Unmasked Estep 
Score: -7479893.500000 Penalty: 3672.863037
	Iteration 71Q: 3 clusters Score -7479894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 80034 members 
Entering Unmasked Estep 
Score: -7479894.000000 Penalty: 3672.863037
	Iteration 72Q: 3 clusters Score -7479894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 80036 members 
Entering Unmasked Estep 
Score: -7479889.000000 Penalty: 3672.863037
	Iteration 73Q: 3 clusters Score -7479889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 80039 members 
Entering Unmasked Estep 
Score: -7479901.500000 Penalty: 3672.863037
	Iteration 74Q: 3 clusters Score -7479902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 80042 members 
Entering Unmasked Estep 
Score: -7479899.500000 Penalty: 3672.863037
	Iteration 75Q: 3 clusters Score -7479900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 80048 members 
Entering Unmasked Estep 
Score: -7479902.000000 Penalty: 3672.863037
	Iteration 76Q: 3 clusters Score -7479902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 80051 members 
Entering Unmasked Estep 
Score: -7479907.000000 Penalty: 3672.863037
	Iteration 77Q: 3 clusters Score -7479907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 80052 members 
Entering Unmasked Estep 
Score: -7479903.500000 Penalty: 3672.863037
	Iteration 78Q: 3 clusters Score -7479904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 80053 members 
Entering Unmasked Estep 
Score: -7479905.500000 Penalty: 3672.863037
	Iteration 79Q: 3 clusters Score -7479906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 80054 members 
Entering Unmasked Estep 
Score: -7479908.500000 Penalty: 3672.863037
	Iteration 80F: 3 clusters Score -7479908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 80056 members 
Entering Unmasked Estep 
Score: -7479906.500000 Penalty: 3672.863037
	Iteration 81Q: 3 clusters Score -7479906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 80057 members 
Entering Unmasked Estep 
Score: -7479909.500000 Penalty: 3672.863037
	Iteration 82Q: 3 clusters Score -7479910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 80057 members 
Entering Unmasked Estep 
Score: -7479909.500000 Penalty: 3672.863037
	Iteration 83F: 3 clusters Score -7479910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (124492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124492 members 
Entering Unmasked Estep 
Score: -11805865.000000 Penalty: 1906.449463
	Iteration 0F: 2 clusters Score -1.180586e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62175 members 
Mstep: Class 2 contains 62317 members 
Entering Unmasked Estep 
Score: -11722337.000000 Penalty: 3812.898926
	Iteration 0F: 3 clusters Score -1.172234e+07 nChanged 59811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60694 members 
Mstep: Class 2 contains 63798 members 
Entering Unmasked Estep 
Score: -11757377.000000 Penalty: 3812.898926
	Iteration 1F: 3 clusters Score -1.175738e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59748 members 
Mstep: Class 2 contains 64744 members 
Entering Unmasked Estep 
Score: -11758145.000000 Penalty: 3812.898926
	Iteration 2Q: 3 clusters Score -1.175814e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58332 members 
Mstep: Class 2 contains 66160 members 
Entering Unmasked Estep 
Score: -11759019.000000 Penalty: 3812.898926
	Iteration 3Q: 3 clusters Score -1.175902e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56217 members 
Mstep: Class 2 contains 68275 members 
Entering Unmasked Estep 
Score: -11760358.000000 Penalty: 3812.898926
	Iteration 4Q: 3 clusters Score -1.176036e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53154 members 
Mstep: Class 2 contains 71338 members 
Entering Unmasked Estep 
Score: -11762068.000000 Penalty: 3812.898926
	Iteration 5Q: 3 clusters Score -1.176207e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48874 members 
Mstep: Class 2 contains 75618 members 
Entering Unmasked Estep 
Score: -11765082.000000 Penalty: 3812.898926
	Iteration 6Q: 3 clusters Score -1.176508e+07 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 81214 members 
Entering Unmasked Estep 
Score: -11769702.000000 Penalty: 3812.898926
	Iteration 7F: 3 clusters Score -1.17697e+07 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 87666 members 
Entering Unmasked Estep 
Score: -11775768.000000 Penalty: 3812.898926
	Iteration 8F: 3 clusters Score -1.177577e+07 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 93722 members 
Entering Unmasked Estep 
Score: -11781993.000000 Penalty: 3812.898926
	Iteration 9F: 3 clusters Score -1.178199e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 98528 members 
Entering Unmasked Estep 
Score: -11786649.000000 Penalty: 3812.898926
	Iteration 10F: 3 clusters Score -1.178665e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 102210 members 
Entering Unmasked Estep 
Score: -11789574.000000 Penalty: 3812.898926
	Iteration 11Q: 3 clusters Score -1.178957e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 105416 members 
Entering Unmasked Estep 
Score: -11791640.000000 Penalty: 3812.898926
	Iteration 12Q: 3 clusters Score -1.179164e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 108335 members 
Entering Unmasked Estep 
Score: -11793366.000000 Penalty: 3812.898926
	Iteration 13Q: 3 clusters Score -1.179337e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 111079 members 
Entering Unmasked Estep 
Score: -11794979.000000 Penalty: 3812.898926
	Iteration 14Q: 3 clusters Score -1.179498e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 113564 members 
Entering Unmasked Estep 
Score: -11796481.000000 Penalty: 3812.898926
	Iteration 15Q: 3 clusters Score -1.179648e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 115903 members 
Entering Unmasked Estep 
Score: -11797967.000000 Penalty: 3812.898926
	Iteration 16Q: 3 clusters Score -1.179797e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 117980 members 
Entering Unmasked Estep 
Score: -11799416.000000 Penalty: 3812.898926
	Iteration 17Q: 3 clusters Score -1.179942e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 119750 members 
Entering Unmasked Estep 
Score: -11800771.000000 Penalty: 3812.898926
	Iteration 18Q: 3 clusters Score -1.180077e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 121149 members 
Entering Unmasked Estep 
Score: -11801766.000000 Penalty: 3812.898926
	Iteration 19Q: 3 clusters Score -1.180177e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 122207 members 
Entering Unmasked Estep 
Score: -11802539.000000 Penalty: 3812.898926
	Iteration 20F: 3 clusters Score -1.180254e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 122954 members 
Entering Unmasked Estep 
Score: -11803073.000000 Penalty: 3812.898926
	Iteration 21Q: 3 clusters Score -1.180307e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 123444 members 
Entering Unmasked Estep 
Score: -11803433.000000 Penalty: 3812.898926
	Iteration 22Q: 3 clusters Score -1.180343e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 123749 members 
Entering Unmasked Estep 
Score: -11803676.000000 Penalty: 3812.898926
	Iteration 23Q: 3 clusters Score -1.180368e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 123931 members 
Entering Unmasked Estep 
Score: -11803870.000000 Penalty: 3812.898926
	Iteration 24Q: 3 clusters Score -1.180387e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 124035 members 
Entering Unmasked Estep 
Score: -11803985.000000 Penalty: 3812.898926
	Iteration 25Q: 3 clusters Score -1.180398e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 124095 members 
Entering Unmasked Estep 
Score: -11804045.000000 Penalty: 3812.898926
	Iteration 26Q: 3 clusters Score -1.180404e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 124127 members 
Entering Unmasked Estep 
Score: -11804064.000000 Penalty: 3812.898926
	Iteration 27Q: 3 clusters Score -1.180406e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 124152 members 
Entering Unmasked Estep 
Score: -11804098.000000 Penalty: 3812.898926
	Iteration 28Q: 3 clusters Score -1.18041e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 124168 members 
Entering Unmasked Estep 
Score: -11804117.000000 Penalty: 3812.898926
	Iteration 29Q: 3 clusters Score -1.180412e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 124180 members 
Entering Unmasked Estep 
Score: -11804134.000000 Penalty: 3812.898926
	Iteration 30Q: 3 clusters Score -1.180413e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 124195 members 
Entering Unmasked Estep 
Score: -11804149.000000 Penalty: 3812.898926
	Iteration 31Q: 3 clusters Score -1.180415e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 124201 members 
Entering Unmasked Estep 
Score: -11804152.000000 Penalty: 3812.898926
	Iteration 32Q: 3 clusters Score -1.180415e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 124209 members 
Entering Unmasked Estep 
Score: -11804157.000000 Penalty: 3812.898926
	Iteration 33Q: 3 clusters Score -1.180416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 124214 members 
Entering Unmasked Estep 
Score: -11804160.000000 Penalty: 3812.898926
	Iteration 34Q: 3 clusters Score -1.180416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 124218 members 
Entering Unmasked Estep 
Score: -11804159.000000 Penalty: 3812.898926
	Iteration 35Q: 3 clusters Score -1.180416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 124223 members 
Entering Unmasked Estep 
Score: -11804163.000000 Penalty: 3812.898926
	Iteration 36Q: 3 clusters Score -1.180416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 124224 members 
Entering Unmasked Estep 
Score: -11804167.000000 Penalty: 3812.898926
	Iteration 37Q: 3 clusters Score -1.180417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 124226 members 
Entering Unmasked Estep 
Score: -11804170.000000 Penalty: 3812.898926
	Iteration 38Q: 3 clusters Score -1.180417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 124228 members 
Entering Unmasked Estep 
Score: -11804170.000000 Penalty: 3812.898926
	Iteration 39Q: 3 clusters Score -1.180417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 124229 members 
Entering Unmasked Estep 
Score: -11804175.000000 Penalty: 3812.898926
	Iteration 40F: 3 clusters Score -1.180418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 124228 members 
Entering Unmasked Estep 
Score: -11804169.000000 Penalty: 3812.898926
	Iteration 41Q: 3 clusters Score -1.180417e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 124228 members 
Entering Unmasked Estep 
Score: -11804169.000000 Penalty: 3812.898926
	Iteration 42F: 3 clusters Score -1.180417e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Entering Unmasked Estep 
Score: -2999299.500000 Penalty: 1688.636230
	Iteration 0F: 2 clusters Score -2999300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -2977358.750000 Penalty: 3377.272461
	Iteration 0F: 3 clusters Score -2977359 nChanged 15178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -2985853.000000 Penalty: 3377.272461
	Iteration 1F: 3 clusters Score -2985853 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2986330.500000 Penalty: 3377.272461
	Iteration 2Q: 3 clusters Score -2986330 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2986857.250000 Penalty: 3377.272461
	Iteration 3Q: 3 clusters Score -2986857 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -2987471.750000 Penalty: 3377.272461
	Iteration 4Q: 3 clusters Score -2987472 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -2988267.250000 Penalty: 3377.272461
	Iteration 5F: 3 clusters Score -2988267 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -2989361.250000 Penalty: 3377.272461
	Iteration 6F: 3 clusters Score -2989361 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -2990784.500000 Penalty: 3377.272461
	Iteration 7F: 3 clusters Score -2990784 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -2992385.000000 Penalty: 3377.272461
	Iteration 8F: 3 clusters Score -2992385 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -2993933.250000 Penalty: 3377.272461
	Iteration 9F: 3 clusters Score -2993933 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -2995117.500000 Penalty: 3377.272461
	Iteration 10Q: 3 clusters Score -2995118 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -2995933.750000 Penalty: 3377.272461
	Iteration 11Q: 3 clusters Score -2995934 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 29732 members 
Entering Unmasked Estep 
Score: -2996479.500000 Penalty: 3377.272461
	Iteration 12Q: 3 clusters Score -2996480 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -2996846.000000 Penalty: 3377.272461
	Iteration 13Q: 3 clusters Score -2996846 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -2997113.250000 Penalty: 3377.272461
	Iteration 14Q: 3 clusters Score -2997113 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -2997270.750000 Penalty: 3377.272461
	Iteration 15Q: 3 clusters Score -2997271 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -2997392.500000 Penalty: 3377.272461
	Iteration 16Q: 3 clusters Score -2997392 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -2997488.750000 Penalty: 3377.272461
	Iteration 17Q: 3 clusters Score -2997489 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -2997572.000000 Penalty: 3377.272461
	Iteration 18Q: 3 clusters Score -2997572 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -2997623.250000 Penalty: 3377.272461
	Iteration 19Q: 3 clusters Score -2997623 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -2997660.750000 Penalty: 3377.272461
	Iteration 20F: 3 clusters Score -2997661 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -2997689.250000 Penalty: 3377.272461
	Iteration 21Q: 3 clusters Score -2997689 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -2997711.500000 Penalty: 3377.272461
	Iteration 22Q: 3 clusters Score -2997712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -2997724.250000 Penalty: 3377.272461
	Iteration 23Q: 3 clusters Score -2997724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -2997732.750000 Penalty: 3377.272461
	Iteration 24Q: 3 clusters Score -2997733 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -2997744.000000 Penalty: 3377.272461
	Iteration 25Q: 3 clusters Score -2997744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -2997762.250000 Penalty: 3377.272461
	Iteration 26Q: 3 clusters Score -2997762 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -2997780.750000 Penalty: 3377.272461
	Iteration 27Q: 3 clusters Score -2997781 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -2997801.000000 Penalty: 3377.272461
	Iteration 28Q: 3 clusters Score -2997801 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -2997818.250000 Penalty: 3377.272461
	Iteration 29Q: 3 clusters Score -2997818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -2997825.000000 Penalty: 3377.272461
	Iteration 30Q: 3 clusters Score -2997825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -2997832.500000 Penalty: 3377.272461
	Iteration 31Q: 3 clusters Score -2997832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -2997838.750000 Penalty: 3377.272461
	Iteration 32Q: 3 clusters Score -2997839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -2997842.750000 Penalty: 3377.272461
	Iteration 33Q: 3 clusters Score -2997843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -2997850.000000 Penalty: 3377.272461
	Iteration 34Q: 3 clusters Score -2997850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -2997855.500000 Penalty: 3377.272461
	Iteration 35Q: 3 clusters Score -2997856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -2997863.250000 Penalty: 3377.272461
	Iteration 36Q: 3 clusters Score -2997863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -2997867.000000 Penalty: 3377.272461
	Iteration 37Q: 3 clusters Score -2997867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -2997873.500000 Penalty: 3377.272461
	Iteration 38Q: 3 clusters Score -2997874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -2997882.000000 Penalty: 3377.272461
	Iteration 39Q: 3 clusters Score -2997882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -2997879.250000 Penalty: 3377.272461
	Iteration 40F: 3 clusters Score -2997879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -2997885.000000 Penalty: 3377.272461
	Iteration 41Q: 3 clusters Score -2997885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -2997893.250000 Penalty: 3377.272461
	Iteration 42Q: 3 clusters Score -2997893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -2997895.000000 Penalty: 3377.272461
	Iteration 43Q: 3 clusters Score -2997895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -2997895.000000 Penalty: 3377.272461
	Iteration 44Q: 3 clusters Score -2997895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -2997897.500000 Penalty: 3377.272461
	Iteration 45Q: 3 clusters Score -2997898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -2997898.500000 Penalty: 3377.272461
	Iteration 46Q: 3 clusters Score -2997898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -2997896.000000 Penalty: 3377.272461
	Iteration 47Q: 3 clusters Score -2997896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -2997896.000000 Penalty: 3377.272461
	Iteration 48F: 3 clusters Score -2997896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Entering Unmasked Estep 
Score: -317708.187500 Penalty: 1346.354980
	Iteration 0F: 2 clusters Score -317708.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -314384.625000 Penalty: 2692.709961
	Iteration 0F: 3 clusters Score -314384.6 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -315498.093750 Penalty: 2692.709961
	Iteration 1F: 3 clusters Score -315498.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -315924.281250 Penalty: 2692.709961
	Iteration 2F: 3 clusters Score -315924.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -316238.312500 Penalty: 2692.709961
	Iteration 3F: 3 clusters Score -316238.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -316454.562500 Penalty: 2692.709961
	Iteration 4F: 3 clusters Score -316454.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -316632.312500 Penalty: 2692.709961
	Iteration 5Q: 3 clusters Score -316632.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -316783.656250 Penalty: 2692.709961
	Iteration 6Q: 3 clusters Score -316783.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -316925.718750 Penalty: 2692.709961
	Iteration 7Q: 3 clusters Score -316925.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -317063.625000 Penalty: 2692.709961
	Iteration 8Q: 3 clusters Score -317063.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -317193.468750 Penalty: 2692.709961
	Iteration 9Q: 3 clusters Score -317193.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -317300.687500 Penalty: 2692.709961
	Iteration 10Q: 3 clusters Score -317300.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -317407.750000 Penalty: 2692.709961
	Iteration 11Q: 3 clusters Score -317407.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -317516.906250 Penalty: 2692.709961
	Iteration 12Q: 3 clusters Score -317516.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -317595.718750 Penalty: 2692.709961
	Iteration 13Q: 3 clusters Score -317595.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -317666.812500 Penalty: 2692.709961
	Iteration 14Q: 3 clusters Score -317666.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -317739.156250 Penalty: 2692.709961
	Iteration 15Q: 3 clusters Score -317739.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -317799.312500 Penalty: 2692.709961
	Iteration 16Q: 3 clusters Score -317799.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -317849.375000 Penalty: 2692.709961
	Iteration 17Q: 3 clusters Score -317849.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -317886.531250 Penalty: 2692.709961
	Iteration 18Q: 3 clusters Score -317886.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -317910.093750 Penalty: 2692.709961
	Iteration 19Q: 3 clusters Score -317910.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -317926.968750 Penalty: 2692.709961
	Iteration 20F: 3 clusters Score -317927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -317947.062500 Penalty: 2692.709961
	Iteration 21Q: 3 clusters Score -317947.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -317968.468750 Penalty: 2692.709961
	Iteration 22Q: 3 clusters Score -317968.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -317981.437500 Penalty: 2692.709961
	Iteration 23Q: 3 clusters Score -317981.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -317991.187500 Penalty: 2692.709961
	Iteration 24Q: 3 clusters Score -317991.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -317997.812500 Penalty: 2692.709961
	Iteration 25Q: 3 clusters Score -317997.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -318001.125000 Penalty: 2692.709961
	Iteration 26Q: 3 clusters Score -318001.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -318003.156250 Penalty: 2692.709961
	Iteration 27Q: 3 clusters Score -318003.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -318005.281250 Penalty: 2692.709961
	Iteration 28Q: 3 clusters Score -318005.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -318005.843750 Penalty: 2692.709961
	Iteration 29Q: 3 clusters Score -318005.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -318006.687500 Penalty: 2692.709961
	Iteration 30Q: 3 clusters Score -318006.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -318006.937500 Penalty: 2692.709961
	Iteration 31Q: 3 clusters Score -318006.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -318006.937500 Penalty: 2692.709961
	Iteration 32F: 3 clusters Score -318006.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7606 members 
Mstep: Class 3 contains 40354 members 
Mstep: Class 4 contains 11190 members 
Mstep: Class 5 contains 22575 members 
Mstep: Class 6 contains 8297 members 
Mstep: Class 7 contains 14875 members 
Mstep: Class 8 contains 10871 members 
Mstep: Class 9 contains 5703 members 
Mstep: Class 10 contains 126857 members 
Mstep: Class 11 contains 3758 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 114579 members 
Mstep: Class 16 contains 80912 members 
Mstep: Class 17 contains 124492 members 
Mstep: Class 18 contains 32585 members 
Mstep: Class 19 contains 3184 members 
Mstep: Class 20 contains 6792 members 
Mstep: Class 21 contains 9051 members 
Mstep: Class 22 contains 68898 members 
Mstep: Class 23 contains 2840 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 39155 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 3259 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27912 members 
Mstep: Class 30 contains 59840 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1797 members 
Mstep: Class 33 contains 1769 members 
Mstep: Class 34 contains 1984 members 
Mstep: Class 35 contains 1358 members 
Mstep: Class 36 contains 8053 members 
Mstep: Class 37 contains 1335 members 
Mstep: Class 38 contains 8819 members 
Mstep: Class 39 contains 4344 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13547 members 
Mstep: Class 42 contains 6981 members 
Mstep: Class 43 contains 722 members 
Mstep: Class 44 contains 4072 members 
Mstep: Class 45 contains 14498 members 
Mstep: Class 46 contains 781 members 
Entering Unmasked Estep 
Score: -84455632.000000 Penalty: 102952.773438
Splitting cluster 19 changes total score from -84456000.000000 to -84455632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (6792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Entering Unmasked Estep 
Score: -603627.000000 Penalty: 1433.818848
	Iteration 0F: 2 clusters Score -603627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -598533.812500 Penalty: 2867.637695
	Iteration 0F: 3 clusters Score -598533.8 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -600048.375000 Penalty: 2867.637695
	Iteration 1F: 3 clusters Score -600048.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -600254.437500 Penalty: 2867.637695
	Iteration 2F: 3 clusters Score -600254.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -600409.937500 Penalty: 2867.637695
	Iteration 3Q: 3 clusters Score -600409.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -600549.937500 Penalty: 2867.637695
	Iteration 4Q: 3 clusters Score -600549.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -600680.812500 Penalty: 2867.637695
	Iteration 5Q: 3 clusters Score -600680.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -600841.625000 Penalty: 2867.637695
	Iteration 6Q: 3 clusters Score -600841.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -601036.125000 Penalty: 2867.637695
	Iteration 7Q: 3 clusters Score -601036.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -601279.062500 Penalty: 2867.637695
	Iteration 8Q: 3 clusters Score -601279.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -601567.062500 Penalty: 2867.637695
	Iteration 9F: 3 clusters Score -601567.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -601848.437500 Penalty: 2867.637695
	Iteration 10Q: 3 clusters Score -601848.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -602091.750000 Penalty: 2867.637695
	Iteration 11Q: 3 clusters Score -602091.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -602264.625000 Penalty: 2867.637695
	Iteration 12Q: 3 clusters Score -602264.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -602373.562500 Penalty: 2867.637695
	Iteration 13Q: 3 clusters Score -602373.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -602458.125000 Penalty: 2867.637695
	Iteration 14Q: 3 clusters Score -602458.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -602514.250000 Penalty: 2867.637695
	Iteration 15Q: 3 clusters Score -602514.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -602557.437500 Penalty: 2867.637695
	Iteration 16Q: 3 clusters Score -602557.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -602599.187500 Penalty: 2867.637695
	Iteration 17Q: 3 clusters Score -602599.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -602635.687500 Penalty: 2867.637695
	Iteration 18Q: 3 clusters Score -602635.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -602667.875000 Penalty: 2867.637695
	Iteration 19Q: 3 clusters Score -602667.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -602697.312500 Penalty: 2867.637695
	Iteration 20F: 3 clusters Score -602697.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -602718.812500 Penalty: 2867.637695
	Iteration 21Q: 3 clusters Score -602718.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -602727.187500 Penalty: 2867.637695
	Iteration 22Q: 3 clusters Score -602727.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -602733.625000 Penalty: 2867.637695
	Iteration 23Q: 3 clusters Score -602733.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -602740.125000 Penalty: 2867.637695
	Iteration 24Q: 3 clusters Score -602740.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -602744.687500 Penalty: 2867.637695
	Iteration 25Q: 3 clusters Score -602744.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -602747.250000 Penalty: 2867.637695
	Iteration 26Q: 3 clusters Score -602747.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -602748.812500 Penalty: 2867.637695
	Iteration 27Q: 3 clusters Score -602748.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -602752.500000 Penalty: 2867.637695
	Iteration 28Q: 3 clusters Score -602752.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -602753.187500 Penalty: 2867.637695
	Iteration 29Q: 3 clusters Score -602753.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -602755.562500 Penalty: 2867.637695
	Iteration 30Q: 3 clusters Score -602755.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -602759.812500 Penalty: 2867.637695
	Iteration 31Q: 3 clusters Score -602759.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -602762.375000 Penalty: 2867.637695
	Iteration 32Q: 3 clusters Score -602762.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -602762.937500 Penalty: 2867.637695
	Iteration 33Q: 3 clusters Score -602762.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -602762.937500 Penalty: 2867.637695
	Iteration 34F: 3 clusters Score -602762.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Entering Unmasked Estep 
Score: -755044.000000 Penalty: 1480.477539
	Iteration 0F: 2 clusters Score -755044 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 4515 members 
Entering Unmasked Estep 
Score: -748442.750000 Penalty: 2960.955078
	Iteration 0F: 3 clusters Score -748442.8 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -750538.187500 Penalty: 2960.955078
	Iteration 1F: 3 clusters Score -750538.2 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -750811.375000 Penalty: 2960.955078
	Iteration 2F: 3 clusters Score -750811.4 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -751045.437500 Penalty: 2960.955078
	Iteration 3F: 3 clusters Score -751045.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -751271.312500 Penalty: 2960.955078
	Iteration 4F: 3 clusters Score -751271.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -751528.000000 Penalty: 2960.955078
	Iteration 5Q: 3 clusters Score -751528 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -751790.062500 Penalty: 2960.955078
	Iteration 6Q: 3 clusters Score -751790.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -752094.812500 Penalty: 2960.955078
	Iteration 7Q: 3 clusters Score -752094.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -752406.562500 Penalty: 2960.955078
	Iteration 8Q: 3 clusters Score -752406.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -752633.375000 Penalty: 2960.955078
	Iteration 9Q: 3 clusters Score -752633.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -752834.875000 Penalty: 2960.955078
	Iteration 10Q: 3 clusters Score -752834.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -753033.500000 Penalty: 2960.955078
	Iteration 11Q: 3 clusters Score -753033.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -753203.937500 Penalty: 2960.955078
	Iteration 12Q: 3 clusters Score -753203.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -753333.750000 Penalty: 2960.955078
	Iteration 13Q: 3 clusters Score -753333.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -753435.062500 Penalty: 2960.955078
	Iteration 14Q: 3 clusters Score -753435.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -753507.062500 Penalty: 2960.955078
	Iteration 15Q: 3 clusters Score -753507.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -753572.437500 Penalty: 2960.955078
	Iteration 16Q: 3 clusters Score -753572.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -753629.312500 Penalty: 2960.955078
	Iteration 17Q: 3 clusters Score -753629.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -753673.750000 Penalty: 2960.955078
	Iteration 18Q: 3 clusters Score -753673.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -753710.812500 Penalty: 2960.955078
	Iteration 19Q: 3 clusters Score -753710.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -753744.875000 Penalty: 2960.955078
	Iteration 20F: 3 clusters Score -753744.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -753773.937500 Penalty: 2960.955078
	Iteration 21Q: 3 clusters Score -753773.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -753798.312500 Penalty: 2960.955078
	Iteration 22Q: 3 clusters Score -753798.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -753824.687500 Penalty: 2960.955078
	Iteration 23Q: 3 clusters Score -753824.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -753840.875000 Penalty: 2960.955078
	Iteration 24Q: 3 clusters Score -753840.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -753854.875000 Penalty: 2960.955078
	Iteration 25Q: 3 clusters Score -753854.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -753865.062500 Penalty: 2960.955078
	Iteration 26Q: 3 clusters Score -753865.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -753878.062500 Penalty: 2960.955078
	Iteration 27Q: 3 clusters Score -753878.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -753899.687500 Penalty: 2960.955078
	Iteration 28Q: 3 clusters Score -753899.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -753918.250000 Penalty: 2960.955078
	Iteration 29Q: 3 clusters Score -753918.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -753943.187500 Penalty: 2960.955078
	Iteration 30Q: 3 clusters Score -753943.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -753959.187500 Penalty: 2960.955078
	Iteration 31Q: 3 clusters Score -753959.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -753973.250000 Penalty: 2960.955078
	Iteration 32Q: 3 clusters Score -753973.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -753983.500000 Penalty: 2960.955078
	Iteration 33Q: 3 clusters Score -753983.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -753992.250000 Penalty: 2960.955078
	Iteration 34Q: 3 clusters Score -753992.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -754003.812500 Penalty: 2960.955078
	Iteration 35Q: 3 clusters Score -754003.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -754022.687500 Penalty: 2960.955078
	Iteration 36Q: 3 clusters Score -754022.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -754037.437500 Penalty: 2960.955078
	Iteration 37Q: 3 clusters Score -754037.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -754051.000000 Penalty: 2960.955078
	Iteration 38Q: 3 clusters Score -754051 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -754062.812500 Penalty: 2960.955078
	Iteration 39Q: 3 clusters Score -754062.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -754073.250000 Penalty: 2960.955078
	Iteration 40F: 3 clusters Score -754073.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -754075.062500 Penalty: 2960.955078
	Iteration 41Q: 3 clusters Score -754075.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -754076.812500 Penalty: 2960.955078
	Iteration 42Q: 3 clusters Score -754076.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -754078.687500 Penalty: 2960.955078
	Iteration 43Q: 3 clusters Score -754078.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -754078.062500 Penalty: 2960.955078
	Iteration 44Q: 3 clusters Score -754078.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -754078.687500 Penalty: 2960.955078
	Iteration 45Q: 3 clusters Score -754078.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -754078.187500 Penalty: 2960.955078
	Iteration 46Q: 3 clusters Score -754078.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -754078.125000 Penalty: 2960.955078
	Iteration 47Q: 3 clusters Score -754078.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -754080.812500 Penalty: 2960.955078
	Iteration 48Q: 3 clusters Score -754080.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -754081.687500 Penalty: 2960.955078
	Iteration 49Q: 3 clusters Score -754081.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -754081.687500 Penalty: 2960.955078
	Iteration 50F: 3 clusters Score -754081.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (68898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68898 members 
Entering Unmasked Estep 
Score: -6364792.000000 Penalty: 1810.312256
	Iteration 0F: 2 clusters Score -6364792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -6318914.000000 Penalty: 3620.624512
	Iteration 0F: 3 clusters Score -6318914 nChanged 32494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -6337877.500000 Penalty: 3620.624512
	Iteration 1F: 3 clusters Score -6337878 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -6339039.000000 Penalty: 3620.624512
	Iteration 2Q: 3 clusters Score -6339039 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -6340539.500000 Penalty: 3620.624512
	Iteration 3Q: 3 clusters Score -6340540 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -6342440.000000 Penalty: 3620.624512
	Iteration 4F: 3 clusters Score -6342440 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -6344495.500000 Penalty: 3620.624512
	Iteration 5F: 3 clusters Score -6344496 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -6346837.500000 Penalty: 3620.624512
	Iteration 6F: 3 clusters Score -6346838 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -6348966.500000 Penalty: 3620.624512
	Iteration 7F: 3 clusters Score -6348966 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -6350957.500000 Penalty: 3620.624512
	Iteration 8F: 3 clusters Score -6350958 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -6352757.000000 Penalty: 3620.624512
	Iteration 9Q: 3 clusters Score -6352757 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -6354417.500000 Penalty: 3620.624512
	Iteration 10Q: 3 clusters Score -6354418 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48446 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -6355890.000000 Penalty: 3620.624512
	Iteration 11Q: 3 clusters Score -6355890 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -6357234.500000 Penalty: 3620.624512
	Iteration 12Q: 3 clusters Score -6357234 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52927 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -6358350.000000 Penalty: 3620.624512
	Iteration 13Q: 3 clusters Score -6358350 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54926 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -6359464.500000 Penalty: 3620.624512
	Iteration 14Q: 3 clusters Score -6359464 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56698 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -6360256.500000 Penalty: 3620.624512
	Iteration 15Q: 3 clusters Score -6360256 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58269 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -6361068.500000 Penalty: 3620.624512
	Iteration 16Q: 3 clusters Score -6361068 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59632 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -6361621.500000 Penalty: 3620.624512
	Iteration 17Q: 3 clusters Score -6361622 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60698 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -6362008.500000 Penalty: 3620.624512
	Iteration 18Q: 3 clusters Score -6362008 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61609 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -6362321.000000 Penalty: 3620.624512
	Iteration 19Q: 3 clusters Score -6362321 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62403 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -6362588.000000 Penalty: 3620.624512
	Iteration 20F: 3 clusters Score -6362588 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63100 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -6362825.000000 Penalty: 3620.624512
	Iteration 21Q: 3 clusters Score -6362825 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63698 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -6363020.500000 Penalty: 3620.624512
	Iteration 22Q: 3 clusters Score -6363020 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64223 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -6363136.500000 Penalty: 3620.624512
	Iteration 23Q: 3 clusters Score -6363136 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64656 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -6363241.500000 Penalty: 3620.624512
	Iteration 24Q: 3 clusters Score -6363242 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65012 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -6363349.000000 Penalty: 3620.624512
	Iteration 25Q: 3 clusters Score -6363349 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65280 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -6363400.000000 Penalty: 3620.624512
	Iteration 26Q: 3 clusters Score -6363400 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65530 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -6363455.500000 Penalty: 3620.624512
	Iteration 27Q: 3 clusters Score -6363456 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65752 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -6363525.000000 Penalty: 3620.624512
	Iteration 28Q: 3 clusters Score -6363525 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65932 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -6363573.500000 Penalty: 3620.624512
	Iteration 29Q: 3 clusters Score -6363574 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66100 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -6363629.500000 Penalty: 3620.624512
	Iteration 30Q: 3 clusters Score -6363630 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66246 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -6363642.500000 Penalty: 3620.624512
	Iteration 31Q: 3 clusters Score -6363642 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66375 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -6363674.000000 Penalty: 3620.624512
	Iteration 32Q: 3 clusters Score -6363674 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66489 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -6363701.500000 Penalty: 3620.624512
	Iteration 33Q: 3 clusters Score -6363702 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66582 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -6363717.000000 Penalty: 3620.624512
	Iteration 34Q: 3 clusters Score -6363717 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66654 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -6363722.500000 Penalty: 3620.624512
	Iteration 35Q: 3 clusters Score -6363722 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66730 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -6363737.500000 Penalty: 3620.624512
	Iteration 36Q: 3 clusters Score -6363738 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66793 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -6363748.000000 Penalty: 3620.624512
	Iteration 37Q: 3 clusters Score -6363748 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66858 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -6363769.500000 Penalty: 3620.624512
	Iteration 38Q: 3 clusters Score -6363770 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66897 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -6363793.500000 Penalty: 3620.624512
	Iteration 39Q: 3 clusters Score -6363794 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66932 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -6363809.500000 Penalty: 3620.624512
	Iteration 40F: 3 clusters Score -6363810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66959 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -6363809.500000 Penalty: 3620.624512
	Iteration 41Q: 3 clusters Score -6363810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66985 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -6363814.500000 Penalty: 3620.624512
	Iteration 42Q: 3 clusters Score -6363814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67004 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -6363811.000000 Penalty: 3620.624512
	Iteration 43Q: 3 clusters Score -6363811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67020 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -6363822.500000 Penalty: 3620.624512
	Iteration 44Q: 3 clusters Score -6363822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67032 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -6363815.500000 Penalty: 3620.624512
	Iteration 45Q: 3 clusters Score -6363816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67046 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -6363813.000000 Penalty: 3620.624512
	Iteration 46Q: 3 clusters Score -6363813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67058 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -6363826.000000 Penalty: 3620.624512
	Iteration 47Q: 3 clusters Score -6363826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67076 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -6363828.500000 Penalty: 3620.624512
	Iteration 48Q: 3 clusters Score -6363828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67087 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -6363825.500000 Penalty: 3620.624512
	Iteration 49Q: 3 clusters Score -6363826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67098 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -6363830.000000 Penalty: 3620.624512
	Iteration 50Q: 3 clusters Score -6363830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67107 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -6363825.500000 Penalty: 3620.624512
	Iteration 51Q: 3 clusters Score -6363826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67116 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -6363832.000000 Penalty: 3620.624512
	Iteration 52Q: 3 clusters Score -6363832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67125 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -6363837.500000 Penalty: 3620.624512
	Iteration 53Q: 3 clusters Score -6363838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67131 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -6363842.000000 Penalty: 3620.624512
	Iteration 54Q: 3 clusters Score -6363842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67137 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -6363841.500000 Penalty: 3620.624512
	Iteration 55Q: 3 clusters Score -6363842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67142 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -6363839.500000 Penalty: 3620.624512
	Iteration 56Q: 3 clusters Score -6363840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67148 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -6363838.000000 Penalty: 3620.624512
	Iteration 57Q: 3 clusters Score -6363838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67153 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -6363840.500000 Penalty: 3620.624512
	Iteration 58Q: 3 clusters Score -6363840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67162 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -6363825.500000 Penalty: 3620.624512
	Iteration 59Q: 3 clusters Score -6363826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67173 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6363822.500000 Penalty: 3620.624512
	Iteration 60F: 3 clusters Score -6363822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67178 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -6363829.500000 Penalty: 3620.624512
	Iteration 61Q: 3 clusters Score -6363830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67183 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -6363833.500000 Penalty: 3620.624512
	Iteration 62Q: 3 clusters Score -6363834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67190 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -6363838.000000 Penalty: 3620.624512
	Iteration 63Q: 3 clusters Score -6363838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67194 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -6363837.500000 Penalty: 3620.624512
	Iteration 64Q: 3 clusters Score -6363838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67195 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -6363833.500000 Penalty: 3620.624512
	Iteration 65Q: 3 clusters Score -6363834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67198 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -6363835.500000 Penalty: 3620.624512
	Iteration 66Q: 3 clusters Score -6363836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67198 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -6363835.500000 Penalty: 3620.624512
	Iteration 67F: 3 clusters Score -6363836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Entering Unmasked Estep 
Score: -248553.296875 Penalty: 1292.128418
	Iteration 0F: 2 clusters Score -248553.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -245933.296875 Penalty: 2584.256836
	Iteration 0F: 3 clusters Score -245933.3 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -246572.125000 Penalty: 2584.256836
	Iteration 1F: 3 clusters Score -246572.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -246773.640625 Penalty: 2584.256836
	Iteration 2F: 3 clusters Score -246773.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -246918.562500 Penalty: 2584.256836
	Iteration 3F: 3 clusters Score -246918.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -247058.531250 Penalty: 2584.256836
	Iteration 4F: 3 clusters Score -247058.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -247186.203125 Penalty: 2584.256836
	Iteration 5F: 3 clusters Score -247186.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -247277.046875 Penalty: 2584.256836
	Iteration 6Q: 3 clusters Score -247277 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -247345.437500 Penalty: 2584.256836
	Iteration 7Q: 3 clusters Score -247345.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -247394.718750 Penalty: 2584.256836
	Iteration 8Q: 3 clusters Score -247394.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -247434.203125 Penalty: 2584.256836
	Iteration 9Q: 3 clusters Score -247434.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -247464.781250 Penalty: 2584.256836
	Iteration 10Q: 3 clusters Score -247464.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -247482.703125 Penalty: 2584.256836
	Iteration 11Q: 3 clusters Score -247482.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -247498.125000 Penalty: 2584.256836
	Iteration 12Q: 3 clusters Score -247498.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -247506.140625 Penalty: 2584.256836
	Iteration 13Q: 3 clusters Score -247506.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -247511.687500 Penalty: 2584.256836
	Iteration 14Q: 3 clusters Score -247511.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -247515.078125 Penalty: 2584.256836
	Iteration 15Q: 3 clusters Score -247515.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -247518.187500 Penalty: 2584.256836
	Iteration 16Q: 3 clusters Score -247518.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -247520.828125 Penalty: 2584.256836
	Iteration 17Q: 3 clusters Score -247520.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -247521.796875 Penalty: 2584.256836
	Iteration 18Q: 3 clusters Score -247521.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -247523.296875 Penalty: 2584.256836
	Iteration 19Q: 3 clusters Score -247523.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -247523.953125 Penalty: 2584.256836
	Iteration 20F: 3 clusters Score -247524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -247525.484375 Penalty: 2584.256836
	Iteration 21Q: 3 clusters Score -247525.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -247526.531250 Penalty: 2584.256836
	Iteration 22Q: 3 clusters Score -247526.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -247528.078125 Penalty: 2584.256836
	Iteration 23Q: 3 clusters Score -247528.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -247528.875000 Penalty: 2584.256836
	Iteration 24Q: 3 clusters Score -247528.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -247529.937500 Penalty: 2584.256836
	Iteration 25Q: 3 clusters Score -247529.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -247530.281250 Penalty: 2584.256836
	Iteration 26Q: 3 clusters Score -247530.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -247531.156250 Penalty: 2584.256836
	Iteration 27Q: 3 clusters Score -247531.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -247532.390625 Penalty: 2584.256836
	Iteration 28Q: 3 clusters Score -247532.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -247533.812500 Penalty: 2584.256836
	Iteration 29Q: 3 clusters Score -247533.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -247537.312500 Penalty: 2584.256836
	Iteration 30Q: 3 clusters Score -247537.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -247539.265625 Penalty: 2584.256836
	Iteration 31Q: 3 clusters Score -247539.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -247541.046875 Penalty: 2584.256836
	Iteration 32Q: 3 clusters Score -247541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -247543.734375 Penalty: 2584.256836
	Iteration 33Q: 3 clusters Score -247543.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -247546.140625 Penalty: 2584.256836
	Iteration 34Q: 3 clusters Score -247546.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -247546.703125 Penalty: 2584.256836
	Iteration 35Q: 3 clusters Score -247546.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -247547.687500 Penalty: 2584.256836
	Iteration 36Q: 3 clusters Score -247547.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -247547.984375 Penalty: 2584.256836
	Iteration 37Q: 3 clusters Score -247548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -247547.984375 Penalty: 2584.256836
	Iteration 38F: 3 clusters Score -247548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -45620.015625 Penalty: 1022.980774
	Iteration 0F: 2 clusters Score -45620.02 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 283 members 
Entering Unmasked Estep 
Score: -44519.781250 Penalty: 2045.961548
	Iteration 0F: 3 clusters Score -44519.78 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -44671.835938 Penalty: 2045.961548
	Iteration 1F: 3 clusters Score -44671.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -44718.941406 Penalty: 2045.961548
	Iteration 2F: 3 clusters Score -44718.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -44738.523438 Penalty: 2045.961548
	Iteration 3Q: 3 clusters Score -44738.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -44756.644531 Penalty: 2045.961548
	Iteration 4Q: 3 clusters Score -44756.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -44764.859375 Penalty: 2045.961548
	Iteration 5Q: 3 clusters Score -44764.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -44773.835938 Penalty: 2045.961548
	Iteration 6Q: 3 clusters Score -44773.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -44778.765625 Penalty: 2045.961548
	Iteration 7Q: 3 clusters Score -44778.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -44779.894531 Penalty: 2045.961548
	Iteration 8Q: 3 clusters Score -44779.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -44779.894531 Penalty: 2045.961548
	Iteration 9F: 3 clusters Score -44779.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (39155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Entering Unmasked Estep 
Score: -3638243.250000 Penalty: 1718.483521
	Iteration 0F: 2 clusters Score -3638243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -3612026.750000 Penalty: 3436.967041
	Iteration 0F: 3 clusters Score -3612027 nChanged 18273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -3621986.500000 Penalty: 3436.967041
	Iteration 1F: 3 clusters Score -3621986 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -3622401.250000 Penalty: 3436.967041
	Iteration 2Q: 3 clusters Score -3622401 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -3622807.250000 Penalty: 3436.967041
	Iteration 3Q: 3 clusters Score -3622807 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -3623243.250000 Penalty: 3436.967041
	Iteration 4Q: 3 clusters Score -3623243 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -3623687.500000 Penalty: 3436.967041
	Iteration 5Q: 3 clusters Score -3623688 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -3624242.750000 Penalty: 3436.967041
	Iteration 6Q: 3 clusters Score -3624243 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -3624849.500000 Penalty: 3436.967041
	Iteration 7Q: 3 clusters Score -3624850 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -3625680.750000 Penalty: 3436.967041
	Iteration 8Q: 3 clusters Score -3625681 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -3626734.750000 Penalty: 3436.967041
	Iteration 9Q: 3 clusters Score -3626735 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -3628004.500000 Penalty: 3436.967041
	Iteration 10F: 3 clusters Score -3628004 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -3629329.250000 Penalty: 3436.967041
	Iteration 11F: 3 clusters Score -3629329 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -3630682.000000 Penalty: 3436.967041
	Iteration 12Q: 3 clusters Score -3630682 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -3631854.500000 Penalty: 3436.967041
	Iteration 13Q: 3 clusters Score -3631854 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -3632830.250000 Penalty: 3436.967041
	Iteration 14Q: 3 clusters Score -3632830 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -3633528.750000 Penalty: 3436.967041
	Iteration 15Q: 3 clusters Score -3633529 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -3634044.500000 Penalty: 3436.967041
	Iteration 16Q: 3 clusters Score -3634044 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -3634567.250000 Penalty: 3436.967041
	Iteration 17Q: 3 clusters Score -3634567 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -3634997.750000 Penalty: 3436.967041
	Iteration 18Q: 3 clusters Score -3634998 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -3635391.500000 Penalty: 3436.967041
	Iteration 19Q: 3 clusters Score -3635392 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -3635746.250000 Penalty: 3436.967041
	Iteration 20F: 3 clusters Score -3635746 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -3636039.500000 Penalty: 3436.967041
	Iteration 21Q: 3 clusters Score -3636040 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -3636266.250000 Penalty: 3436.967041
	Iteration 22Q: 3 clusters Score -3636266 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -3636426.750000 Penalty: 3436.967041
	Iteration 23Q: 3 clusters Score -3636427 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -3636514.500000 Penalty: 3436.967041
	Iteration 24Q: 3 clusters Score -3636514 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -3636587.000000 Penalty: 3436.967041
	Iteration 25Q: 3 clusters Score -3636587 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -3636633.250000 Penalty: 3436.967041
	Iteration 26Q: 3 clusters Score -3636633 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -3636657.500000 Penalty: 3436.967041
	Iteration 27Q: 3 clusters Score -3636658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -3636679.250000 Penalty: 3436.967041
	Iteration 28Q: 3 clusters Score -3636679 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -3636696.250000 Penalty: 3436.967041
	Iteration 29Q: 3 clusters Score -3636696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
Score: -3636707.500000 Penalty: 3436.967041
	Iteration 30Q: 3 clusters Score -3636708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -3636723.000000 Penalty: 3436.967041
	Iteration 31Q: 3 clusters Score -3636723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -3636732.500000 Penalty: 3436.967041
	Iteration 32Q: 3 clusters Score -3636732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -3636741.750000 Penalty: 3436.967041
	Iteration 33Q: 3 clusters Score -3636742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -3636747.250000 Penalty: 3436.967041
	Iteration 34Q: 3 clusters Score -3636747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -3636747.250000 Penalty: 3436.967041
	Iteration 35F: 3 clusters Score -3636747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Entering Unmasked Estep 
Score: -70728.835938 Penalty: 1118.562622
	Iteration 0F: 2 clusters Score -70728.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -69330.195312 Penalty: 2237.125244
	Iteration 0F: 3 clusters Score -69330.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -69604.453125 Penalty: 2237.125244
	Iteration 1F: 3 clusters Score -69604.45 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -69741.445312 Penalty: 2237.125244
	Iteration 2F: 3 clusters Score -69741.45 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -69864.796875 Penalty: 2237.125244
	Iteration 3F: 3 clusters Score -69864.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -69966.695312 Penalty: 2237.125244
	Iteration 4Q: 3 clusters Score -69966.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -70062.031250 Penalty: 2237.125244
	Iteration 5Q: 3 clusters Score -70062.03 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -70133.273438 Penalty: 2237.125244
	Iteration 6Q: 3 clusters Score -70133.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -70184.132812 Penalty: 2237.125244
	Iteration 7Q: 3 clusters Score -70184.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -70211.617188 Penalty: 2237.125244
	Iteration 8Q: 3 clusters Score -70211.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -70231.179688 Penalty: 2237.125244
	Iteration 9Q: 3 clusters Score -70231.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -70249.976562 Penalty: 2237.125244
	Iteration 10Q: 3 clusters Score -70249.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -70271.515625 Penalty: 2237.125244
	Iteration 11Q: 3 clusters Score -70271.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -70283.703125 Penalty: 2237.125244
	Iteration 12Q: 3 clusters Score -70283.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -70295.625000 Penalty: 2237.125244
	Iteration 13Q: 3 clusters Score -70295.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -70303.109375 Penalty: 2237.125244
	Iteration 14Q: 3 clusters Score -70303.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -70308.851562 Penalty: 2237.125244
	Iteration 15Q: 3 clusters Score -70308.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -70312.671875 Penalty: 2237.125244
	Iteration 16Q: 3 clusters Score -70312.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -70318.414062 Penalty: 2237.125244
	Iteration 17Q: 3 clusters Score -70318.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -70322.406250 Penalty: 2237.125244
	Iteration 18Q: 3 clusters Score -70322.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -70323.109375 Penalty: 2237.125244
	Iteration 19Q: 3 clusters Score -70323.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -70323.492188 Penalty: 2237.125244
	Iteration 20F: 3 clusters Score -70323.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -70326.296875 Penalty: 2237.125244
	Iteration 21Q: 3 clusters Score -70326.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -70326.296875 Penalty: 2237.125244
	Iteration 22F: 3 clusters Score -70326.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Entering Unmasked Estep 
Score: -287653.062500 Penalty: 1314.490967
	Iteration 0F: 2 clusters Score -287653.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -284742.437500 Penalty: 2628.981934
	Iteration 0F: 3 clusters Score -284742.4 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -285526.593750 Penalty: 2628.981934
	Iteration 1F: 3 clusters Score -285526.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -285766.562500 Penalty: 2628.981934
	Iteration 2F: 3 clusters Score -285766.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -285999.718750 Penalty: 2628.981934
	Iteration 3F: 3 clusters Score -285999.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -286239.750000 Penalty: 2628.981934
	Iteration 4F: 3 clusters Score -286239.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -286445.718750 Penalty: 2628.981934
	Iteration 5F: 3 clusters Score -286445.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -286563.875000 Penalty: 2628.981934
	Iteration 6Q: 3 clusters Score -286563.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -286655.281250 Penalty: 2628.981934
	Iteration 7Q: 3 clusters Score -286655.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -286715.968750 Penalty: 2628.981934
	Iteration 8Q: 3 clusters Score -286716 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -286751.968750 Penalty: 2628.981934
	Iteration 9Q: 3 clusters Score -286752 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -286781.093750 Penalty: 2628.981934
	Iteration 10Q: 3 clusters Score -286781.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -286795.343750 Penalty: 2628.981934
	Iteration 11Q: 3 clusters Score -286795.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -286804.812500 Penalty: 2628.981934
	Iteration 12Q: 3 clusters Score -286804.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -286813.000000 Penalty: 2628.981934
	Iteration 13Q: 3 clusters Score -286813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -286817.187500 Penalty: 2628.981934
	Iteration 14Q: 3 clusters Score -286817.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -286820.812500 Penalty: 2628.981934
	Iteration 15Q: 3 clusters Score -286820.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -286822.656250 Penalty: 2628.981934
	Iteration 16Q: 3 clusters Score -286822.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -286824.156250 Penalty: 2628.981934
	Iteration 17Q: 3 clusters Score -286824.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -286824.906250 Penalty: 2628.981934
	Iteration 18Q: 3 clusters Score -286824.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -286825.000000 Penalty: 2628.981934
	Iteration 19Q: 3 clusters Score -286825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -286825.375000 Penalty: 2628.981934
	Iteration 20F: 3 clusters Score -286825.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -286825.843750 Penalty: 2628.981934
	Iteration 21Q: 3 clusters Score -286825.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -286825.843750 Penalty: 2628.981934
	Iteration 22F: 3 clusters Score -286825.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Entering Unmasked Estep 
Score: -144787.609375 Penalty: 1206.620605
	Iteration 0F: 2 clusters Score -144787.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -142920.468750 Penalty: 2413.241211
	Iteration 0F: 3 clusters Score -142920.5 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -143335.656250 Penalty: 2413.241211
	Iteration 1F: 3 clusters Score -143335.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -143490.062500 Penalty: 2413.241211
	Iteration 2F: 3 clusters Score -143490.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -143618.015625 Penalty: 2413.241211
	Iteration 3F: 3 clusters Score -143618 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -143720.937500 Penalty: 2413.241211
	Iteration 4F: 3 clusters Score -143720.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -143790.140625 Penalty: 2413.241211
	Iteration 5Q: 3 clusters Score -143790.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -143838.500000 Penalty: 2413.241211
	Iteration 6Q: 3 clusters Score -143838.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -143872.500000 Penalty: 2413.241211
	Iteration 7Q: 3 clusters Score -143872.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -143902.531250 Penalty: 2413.241211
	Iteration 8Q: 3 clusters Score -143902.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -143935.718750 Penalty: 2413.241211
	Iteration 9Q: 3 clusters Score -143935.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -143955.578125 Penalty: 2413.241211
	Iteration 10Q: 3 clusters Score -143955.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -143964.718750 Penalty: 2413.241211
	Iteration 11Q: 3 clusters Score -143964.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -143983.296875 Penalty: 2413.241211
	Iteration 12Q: 3 clusters Score -143983.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -143993.265625 Penalty: 2413.241211
	Iteration 13Q: 3 clusters Score -143993.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -144002.937500 Penalty: 2413.241211
	Iteration 14Q: 3 clusters Score -144002.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -144006.687500 Penalty: 2413.241211
	Iteration 15Q: 3 clusters Score -144006.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -144012.140625 Penalty: 2413.241211
	Iteration 16Q: 3 clusters Score -144012.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -144022.843750 Penalty: 2413.241211
	Iteration 17Q: 3 clusters Score -144022.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -144036.343750 Penalty: 2413.241211
	Iteration 18Q: 3 clusters Score -144036.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -144046.281250 Penalty: 2413.241211
	Iteration 19Q: 3 clusters Score -144046.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -144056.109375 Penalty: 2413.241211
	Iteration 20F: 3 clusters Score -144056.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -144060.062500 Penalty: 2413.241211
	Iteration 21Q: 3 clusters Score -144060.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -144064.000000 Penalty: 2413.241211
	Iteration 22Q: 3 clusters Score -144064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -144069.265625 Penalty: 2413.241211
	Iteration 23Q: 3 clusters Score -144069.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -144071.000000 Penalty: 2413.241211
	Iteration 24Q: 3 clusters Score -144071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -144074.109375 Penalty: 2413.241211
	Iteration 25Q: 3 clusters Score -144074.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -144077.625000 Penalty: 2413.241211
	Iteration 26Q: 3 clusters Score -144077.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -144080.468750 Penalty: 2413.241211
	Iteration 27Q: 3 clusters Score -144080.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -144080.828125 Penalty: 2413.241211
	Iteration 28Q: 3 clusters Score -144080.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -144080.984375 Penalty: 2413.241211
	Iteration 29Q: 3 clusters Score -144081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -144080.984375 Penalty: 2413.241211
	Iteration 30F: 3 clusters Score -144081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (27912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Entering Unmasked Estep 
Score: -2308637.750000 Penalty: 1663.481934
	Iteration 0F: 2 clusters Score -2308638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -2289819.500000 Penalty: 3326.963867
	Iteration 0F: 3 clusters Score -2289820 nChanged 12794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -2297129.000000 Penalty: 3326.963867
	Iteration 1F: 3 clusters Score -2297129 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -2297987.000000 Penalty: 3326.963867
	Iteration 2F: 3 clusters Score -2297987 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2298956.000000 Penalty: 3326.963867
	Iteration 3F: 3 clusters Score -2298956 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2299989.500000 Penalty: 3326.963867
	Iteration 4F: 3 clusters Score -2299990 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -2301092.750000 Penalty: 3326.963867
	Iteration 5F: 3 clusters Score -2301093 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -2302057.500000 Penalty: 3326.963867
	Iteration 6F: 3 clusters Score -2302058 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -2302955.750000 Penalty: 3326.963867
	Iteration 7F: 3 clusters Score -2302956 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -2303722.000000 Penalty: 3326.963867
	Iteration 8Q: 3 clusters Score -2303722 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -2304375.750000 Penalty: 3326.963867
	Iteration 9Q: 3 clusters Score -2304376 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -2304942.000000 Penalty: 3326.963867
	Iteration 10Q: 3 clusters Score -2304942 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -2305371.000000 Penalty: 3326.963867
	Iteration 11Q: 3 clusters Score -2305371 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -2305698.250000 Penalty: 3326.963867
	Iteration 12Q: 3 clusters Score -2305698 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -2305998.000000 Penalty: 3326.963867
	Iteration 13Q: 3 clusters Score -2305998 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -2306274.500000 Penalty: 3326.963867
	Iteration 14Q: 3 clusters Score -2306274 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -2306537.750000 Penalty: 3326.963867
	Iteration 15Q: 3 clusters Score -2306538 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -2306784.750000 Penalty: 3326.963867
	Iteration 16Q: 3 clusters Score -2306785 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -2306997.000000 Penalty: 3326.963867
	Iteration 17Q: 3 clusters Score -2306997 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -2307201.000000 Penalty: 3326.963867
	Iteration 18Q: 3 clusters Score -2307201 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -2307358.500000 Penalty: 3326.963867
	Iteration 19Q: 3 clusters Score -2307358 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -2307499.000000 Penalty: 3326.963867
	Iteration 20F: 3 clusters Score -2307499 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -2307608.250000 Penalty: 3326.963867
	Iteration 21Q: 3 clusters Score -2307608 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -2307679.250000 Penalty: 3326.963867
	Iteration 22Q: 3 clusters Score -2307679 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -2307731.250000 Penalty: 3326.963867
	Iteration 23Q: 3 clusters Score -2307731 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -2307774.500000 Penalty: 3326.963867
	Iteration 24Q: 3 clusters Score -2307774 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -2307809.250000 Penalty: 3326.963867
	Iteration 25Q: 3 clusters Score -2307809 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -2307836.750000 Penalty: 3326.963867
	Iteration 26Q: 3 clusters Score -2307837 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -2307854.250000 Penalty: 3326.963867
	Iteration 27Q: 3 clusters Score -2307854 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -2307867.750000 Penalty: 3326.963867
	Iteration 28Q: 3 clusters Score -2307868 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -2307876.250000 Penalty: 3326.963867
	Iteration 29Q: 3 clusters Score -2307876 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -2307883.500000 Penalty: 3326.963867
	Iteration 30Q: 3 clusters Score -2307884 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -2307891.750000 Penalty: 3326.963867
	Iteration 31Q: 3 clusters Score -2307892 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -2307903.750000 Penalty: 3326.963867
	Iteration 32Q: 3 clusters Score -2307904 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -2307909.000000 Penalty: 3326.963867
	Iteration 33Q: 3 clusters Score -2307909 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -2307915.000000 Penalty: 3326.963867
	Iteration 34Q: 3 clusters Score -2307915 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -2307921.500000 Penalty: 3326.963867
	Iteration 35Q: 3 clusters Score -2307922 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -2307930.000000 Penalty: 3326.963867
	Iteration 36Q: 3 clusters Score -2307930 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -2307944.500000 Penalty: 3326.963867
	Iteration 37Q: 3 clusters Score -2307944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -2307951.500000 Penalty: 3326.963867
	Iteration 38Q: 3 clusters Score -2307952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -2307953.250000 Penalty: 3326.963867
	Iteration 39Q: 3 clusters Score -2307953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -2307953.500000 Penalty: 3326.963867
	Iteration 40F: 3 clusters Score -2307954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -2307954.250000 Penalty: 3326.963867
	Iteration 41Q: 3 clusters Score -2307954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -2307956.000000 Penalty: 3326.963867
	Iteration 42Q: 3 clusters Score -2307956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -2307956.250000 Penalty: 3326.963867
	Iteration 43Q: 3 clusters Score -2307956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -2307957.500000 Penalty: 3326.963867
	Iteration 44Q: 3 clusters Score -2307958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -2307958.500000 Penalty: 3326.963867
	Iteration 45Q: 3 clusters Score -2307958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -2307957.500000 Penalty: 3326.963867
	Iteration 46Q: 3 clusters Score -2307958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -2307959.250000 Penalty: 3326.963867
	Iteration 47Q: 3 clusters Score -2307959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -2307962.250000 Penalty: 3326.963867
	Iteration 48Q: 3 clusters Score -2307962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -2307962.750000 Penalty: 3326.963867
	Iteration 49Q: 3 clusters Score -2307963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -2307965.000000 Penalty: 3326.963867
	Iteration 50Q: 3 clusters Score -2307965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -2307963.750000 Penalty: 3326.963867
	Iteration 51Q: 3 clusters Score -2307964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -2307966.500000 Penalty: 3326.963867
	Iteration 52Q: 3 clusters Score -2307966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -2307965.750000 Penalty: 3326.963867
	Iteration 53Q: 3 clusters Score -2307966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -2307966.250000 Penalty: 3326.963867
	Iteration 54Q: 3 clusters Score -2307966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -2307966.750000 Penalty: 3326.963867
	Iteration 55Q: 3 clusters Score -2307967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -2307966.750000 Penalty: 3326.963867
	Iteration 56F: 3 clusters Score -2307967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (59840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59840 members 
Entering Unmasked Estep 
Score: -5496179.000000 Penalty: 1787.407349
	Iteration 0F: 2 clusters Score -5496179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -5456326.000000 Penalty: 3574.814697
	Iteration 0F: 3 clusters Score -5456326 nChanged 28236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -5472366.000000 Penalty: 3574.814697
	Iteration 1F: 3 clusters Score -5472366 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -5472944.500000 Penalty: 3574.814697
	Iteration 2Q: 3 clusters Score -5472944 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -5473761.500000 Penalty: 3574.814697
	Iteration 3Q: 3 clusters Score -5473762 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -5474950.500000 Penalty: 3574.814697
	Iteration 4Q: 3 clusters Score -5474950 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -5476787.500000 Penalty: 3574.814697
	Iteration 5F: 3 clusters Score -5476788 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -5479653.000000 Penalty: 3574.814697
	Iteration 6F: 3 clusters Score -5479653 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 47101 members 
Entering Unmasked Estep 
Score: -5483547.000000 Penalty: 3574.814697
	Iteration 7F: 3 clusters Score -5483547 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 51687 members 
Entering Unmasked Estep 
Score: -5487656.500000 Penalty: 3574.814697
	Iteration 8F: 3 clusters Score -5487656 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 55329 members 
Entering Unmasked Estep 
Score: -5490986.500000 Penalty: 3574.814697
	Iteration 9F: 3 clusters Score -5490986 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 57602 members 
Entering Unmasked Estep 
Score: -5492910.500000 Penalty: 3574.814697
	Iteration 10Q: 3 clusters Score -5492910 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 58706 members 
Entering Unmasked Estep 
Score: -5493822.500000 Penalty: 3574.814697
	Iteration 11Q: 3 clusters Score -5493822 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 59179 members 
Entering Unmasked Estep 
Score: -5494234.000000 Penalty: 3574.814697
	Iteration 12Q: 3 clusters Score -5494234 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 59376 members 
Entering Unmasked Estep 
Score: -5494409.500000 Penalty: 3574.814697
	Iteration 13Q: 3 clusters Score -5494410 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 59469 members 
Entering Unmasked Estep 
Score: -5494500.500000 Penalty: 3574.814697
	Iteration 14Q: 3 clusters Score -5494500 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 59509 members 
Entering Unmasked Estep 
Score: -5494555.500000 Penalty: 3574.814697
	Iteration 15Q: 3 clusters Score -5494556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 59532 members 
Entering Unmasked Estep 
Score: -5494592.500000 Penalty: 3574.814697
	Iteration 16Q: 3 clusters Score -5494592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 59545 members 
Entering Unmasked Estep 
Score: -5494613.000000 Penalty: 3574.814697
	Iteration 17Q: 3 clusters Score -5494613 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 59553 members 
Entering Unmasked Estep 
Score: -5494636.000000 Penalty: 3574.814697
	Iteration 18Q: 3 clusters Score -5494636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 59558 members 
Entering Unmasked Estep 
Score: -5494650.500000 Penalty: 3574.814697
	Iteration 19Q: 3 clusters Score -5494650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 59565 members 
Entering Unmasked Estep 
Score: -5494656.500000 Penalty: 3574.814697
	Iteration 20F: 3 clusters Score -5494656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 59566 members 
Entering Unmasked Estep 
Score: -5494655.500000 Penalty: 3574.814697
	Iteration 21Q: 3 clusters Score -5494656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 59567 members 
Entering Unmasked Estep 
Score: -5494658.500000 Penalty: 3574.814697
	Iteration 22Q: 3 clusters Score -5494658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 59567 members 
Entering Unmasked Estep 
Score: -5494660.500000 Penalty: 3574.814697
	Iteration 23Q: 3 clusters Score -5494660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 59569 members 
Entering Unmasked Estep 
Score: -5494659.000000 Penalty: 3574.814697
	Iteration 24Q: 3 clusters Score -5494659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 59573 members 
Entering Unmasked Estep 
Score: -5494663.500000 Penalty: 3574.814697
	Iteration 25Q: 3 clusters Score -5494664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 59577 members 
Entering Unmasked Estep 
Score: -5494670.000000 Penalty: 3574.814697
	Iteration 26Q: 3 clusters Score -5494670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 59576 members 
Entering Unmasked Estep 
Score: -5494669.500000 Penalty: 3574.814697
	Iteration 27Q: 3 clusters Score -5494670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 59576 members 
Entering Unmasked Estep 
Score: -5494669.500000 Penalty: 3574.814697
	Iteration 28F: 3 clusters Score -5494670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Entering Unmasked Estep 
Score: -105965.460938 Penalty: 1162.370972
	Iteration 0F: 2 clusters Score -105965.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -104339.156250 Penalty: 2324.741943
	Iteration 0F: 3 clusters Score -104339.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -104633.453125 Penalty: 2324.741943
	Iteration 1F: 3 clusters Score -104633.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -104743.351562 Penalty: 2324.741943
	Iteration 2F: 3 clusters Score -104743.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -104817.789062 Penalty: 2324.741943
	Iteration 3F: 3 clusters Score -104817.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -104863.140625 Penalty: 2324.741943
	Iteration 4Q: 3 clusters Score -104863.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -104892.375000 Penalty: 2324.741943
	Iteration 5Q: 3 clusters Score -104892.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -104915.304688 Penalty: 2324.741943
	Iteration 6Q: 3 clusters Score -104915.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -104942.140625 Penalty: 2324.741943
	Iteration 7Q: 3 clusters Score -104942.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -104965.953125 Penalty: 2324.741943
	Iteration 8Q: 3 clusters Score -104966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -105004.523438 Penalty: 2324.741943
	Iteration 9Q: 3 clusters Score -105004.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -105073.750000 Penalty: 2324.741943
	Iteration 10Q: 3 clusters Score -105073.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -105130.890625 Penalty: 2324.741943
	Iteration 11Q: 3 clusters Score -105130.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -105162.085938 Penalty: 2324.741943
	Iteration 12Q: 3 clusters Score -105162.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -105197.414062 Penalty: 2324.741943
	Iteration 13Q: 3 clusters Score -105197.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -105230.984375 Penalty: 2324.741943
	Iteration 14Q: 3 clusters Score -105231 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -105282.679688 Penalty: 2324.741943
	Iteration 15Q: 3 clusters Score -105282.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -105338.250000 Penalty: 2324.741943
	Iteration 16Q: 3 clusters Score -105338.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -105437.703125 Penalty: 2324.741943
	Iteration 17Q: 3 clusters Score -105437.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -105543.296875 Penalty: 2324.741943
	Iteration 18Q: 3 clusters Score -105543.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -105678.554688 Penalty: 2324.741943
	Iteration 19Q: 3 clusters Score -105678.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -105738.992188 Penalty: 2324.741943
	Iteration 20F: 3 clusters Score -105739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -105756.945312 Penalty: 2324.741943
	Iteration 21Q: 3 clusters Score -105756.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -105774.109375 Penalty: 2324.741943
	Iteration 22Q: 3 clusters Score -105774.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -105777.515625 Penalty: 2324.741943
	Iteration 23Q: 3 clusters Score -105777.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -105780.226562 Penalty: 2324.741943
	Iteration 24Q: 3 clusters Score -105780.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -105781.656250 Penalty: 2324.741943
	Iteration 25Q: 3 clusters Score -105781.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -105783.671875 Penalty: 2324.741943
	Iteration 26Q: 3 clusters Score -105783.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -105787.328125 Penalty: 2324.741943
	Iteration 27Q: 3 clusters Score -105787.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -105789.507812 Penalty: 2324.741943
	Iteration 28Q: 3 clusters Score -105789.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -105792.562500 Penalty: 2324.741943
	Iteration 29Q: 3 clusters Score -105792.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -105793.359375 Penalty: 2324.741943
	Iteration 30Q: 3 clusters Score -105793.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -105793.359375 Penalty: 2324.741943
	Iteration 31F: 3 clusters Score -105793.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Entering Unmasked Estep 
Score: -127700.351562 Penalty: 1217.754517
	Iteration 0F: 2 clusters Score -127700.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -125795.875000 Penalty: 2435.509033
	Iteration 0F: 3 clusters Score -125795.9 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -126421.875000 Penalty: 2435.509033
	Iteration 1F: 3 clusters Score -126421.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -126755.585938 Penalty: 2435.509033
	Iteration 2F: 3 clusters Score -126755.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -127017.640625 Penalty: 2435.509033
	Iteration 3F: 3 clusters Score -127017.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -127228.960938 Penalty: 2435.509033
	Iteration 4F: 3 clusters Score -127229 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -127349.453125 Penalty: 2435.509033
	Iteration 5Q: 3 clusters Score -127349.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -127412.085938 Penalty: 2435.509033
	Iteration 6Q: 3 clusters Score -127412.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -127456.656250 Penalty: 2435.509033
	Iteration 7Q: 3 clusters Score -127456.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -127482.578125 Penalty: 2435.509033
	Iteration 8Q: 3 clusters Score -127482.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -127496.726562 Penalty: 2435.509033
	Iteration 9Q: 3 clusters Score -127496.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -127513.171875 Penalty: 2435.509033
	Iteration 10Q: 3 clusters Score -127513.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -127540.570312 Penalty: 2435.509033
	Iteration 11Q: 3 clusters Score -127540.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -127582.851562 Penalty: 2435.509033
	Iteration 12Q: 3 clusters Score -127582.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -127616.742188 Penalty: 2435.509033
	Iteration 13Q: 3 clusters Score -127616.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -127638.414062 Penalty: 2435.509033
	Iteration 14Q: 3 clusters Score -127638.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -127645.789062 Penalty: 2435.509033
	Iteration 15Q: 3 clusters Score -127645.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -127651.421875 Penalty: 2435.509033
	Iteration 16Q: 3 clusters Score -127651.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -127656.226562 Penalty: 2435.509033
	Iteration 17Q: 3 clusters Score -127656.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -127662.617188 Penalty: 2435.509033
	Iteration 18Q: 3 clusters Score -127662.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -127668.273438 Penalty: 2435.509033
	Iteration 19Q: 3 clusters Score -127668.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -127672.679688 Penalty: 2435.509033
	Iteration 20F: 3 clusters Score -127672.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -127681.867188 Penalty: 2435.509033
	Iteration 21Q: 3 clusters Score -127681.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -127689.351562 Penalty: 2435.509033
	Iteration 22Q: 3 clusters Score -127689.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -127691.898438 Penalty: 2435.509033
	Iteration 23Q: 3 clusters Score -127691.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -127693.273438 Penalty: 2435.509033
	Iteration 24Q: 3 clusters Score -127693.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -127693.273438 Penalty: 2435.509033
	Iteration 25F: 3 clusters Score -127693.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -152055.531250 Penalty: 1215.202637
	Iteration 0F: 2 clusters Score -152055.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -150144.671875 Penalty: 2430.405273
	Iteration 0F: 3 clusters Score -150144.7 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -150558.421875 Penalty: 2430.405273
	Iteration 1F: 3 clusters Score -150558.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -150726.078125 Penalty: 2430.405273
	Iteration 2F: 3 clusters Score -150726.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -150866.109375 Penalty: 2430.405273
	Iteration 3F: 3 clusters Score -150866.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -150987.000000 Penalty: 2430.405273
	Iteration 4F: 3 clusters Score -150987 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -151080.234375 Penalty: 2430.405273
	Iteration 5Q: 3 clusters Score -151080.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -151144.109375 Penalty: 2430.405273
	Iteration 6Q: 3 clusters Score -151144.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -151181.906250 Penalty: 2430.405273
	Iteration 7Q: 3 clusters Score -151181.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -151205.828125 Penalty: 2430.405273
	Iteration 8Q: 3 clusters Score -151205.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -151227.781250 Penalty: 2430.405273
	Iteration 9Q: 3 clusters Score -151227.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -151251.406250 Penalty: 2430.405273
	Iteration 10Q: 3 clusters Score -151251.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -151275.921875 Penalty: 2430.405273
	Iteration 11Q: 3 clusters Score -151275.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -151299.187500 Penalty: 2430.405273
	Iteration 12Q: 3 clusters Score -151299.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -151320.859375 Penalty: 2430.405273
	Iteration 13Q: 3 clusters Score -151320.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -151360.812500 Penalty: 2430.405273
	Iteration 14Q: 3 clusters Score -151360.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -151394.921875 Penalty: 2430.405273
	Iteration 15Q: 3 clusters Score -151394.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -151429.968750 Penalty: 2430.405273
	Iteration 16Q: 3 clusters Score -151430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -151454.656250 Penalty: 2430.405273
	Iteration 17Q: 3 clusters Score -151454.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -151477.218750 Penalty: 2430.405273
	Iteration 18Q: 3 clusters Score -151477.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -151499.578125 Penalty: 2430.405273
	Iteration 19Q: 3 clusters Score -151499.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -151516.125000 Penalty: 2430.405273
	Iteration 20F: 3 clusters Score -151516.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -151526.250000 Penalty: 2430.405273
	Iteration 21Q: 3 clusters Score -151526.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -151531.906250 Penalty: 2430.405273
	Iteration 22Q: 3 clusters Score -151531.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -151539.906250 Penalty: 2430.405273
	Iteration 23Q: 3 clusters Score -151539.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -151542.015625 Penalty: 2430.405273
	Iteration 24Q: 3 clusters Score -151542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -151542.015625 Penalty: 2430.405273
	Iteration 25F: 3 clusters Score -151542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Entering Unmasked Estep 
Score: -169067.109375 Penalty: 1233.841431
	Iteration 0F: 2 clusters Score -169067.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -166992.609375 Penalty: 2467.682861
	Iteration 0F: 3 clusters Score -166992.6 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -167488.234375 Penalty: 2467.682861
	Iteration 1F: 3 clusters Score -167488.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -167662.531250 Penalty: 2467.682861
	Iteration 2F: 3 clusters Score -167662.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -167821.609375 Penalty: 2467.682861
	Iteration 3F: 3 clusters Score -167821.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -168012.531250 Penalty: 2467.682861
	Iteration 4F: 3 clusters Score -168012.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -168225.781250 Penalty: 2467.682861
	Iteration 5F: 3 clusters Score -168225.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -168409.515625 Penalty: 2467.682861
	Iteration 6F: 3 clusters Score -168409.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -168552.375000 Penalty: 2467.682861
	Iteration 7F: 3 clusters Score -168552.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -168622.421875 Penalty: 2467.682861
	Iteration 8Q: 3 clusters Score -168622.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -168664.906250 Penalty: 2467.682861
	Iteration 9Q: 3 clusters Score -168664.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -168695.828125 Penalty: 2467.682861
	Iteration 10Q: 3 clusters Score -168695.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -168714.078125 Penalty: 2467.682861
	Iteration 11Q: 3 clusters Score -168714.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -168722.296875 Penalty: 2467.682861
	Iteration 12Q: 3 clusters Score -168722.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -168727.937500 Penalty: 2467.682861
	Iteration 13Q: 3 clusters Score -168727.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -168731.296875 Penalty: 2467.682861
	Iteration 14Q: 3 clusters Score -168731.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -168734.671875 Penalty: 2467.682861
	Iteration 15Q: 3 clusters Score -168734.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -168736.093750 Penalty: 2467.682861
	Iteration 16Q: 3 clusters Score -168736.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -168739.015625 Penalty: 2467.682861
	Iteration 17Q: 3 clusters Score -168739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -168743.968750 Penalty: 2467.682861
	Iteration 18Q: 3 clusters Score -168744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -168747.531250 Penalty: 2467.682861
	Iteration 19Q: 3 clusters Score -168747.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -168750.078125 Penalty: 2467.682861
	Iteration 20F: 3 clusters Score -168750.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -168753.015625 Penalty: 2467.682861
	Iteration 21Q: 3 clusters Score -168753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -168759.546875 Penalty: 2467.682861
	Iteration 22Q: 3 clusters Score -168759.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -168765.500000 Penalty: 2467.682861
	Iteration 23Q: 3 clusters Score -168765.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -168769.875000 Penalty: 2467.682861
	Iteration 24Q: 3 clusters Score -168769.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -168776.562500 Penalty: 2467.682861
	Iteration 25Q: 3 clusters Score -168776.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -168780.890625 Penalty: 2467.682861
	Iteration 26Q: 3 clusters Score -168780.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -168785.765625 Penalty: 2467.682861
	Iteration 27Q: 3 clusters Score -168785.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -168793.750000 Penalty: 2467.682861
	Iteration 28Q: 3 clusters Score -168793.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -168808.421875 Penalty: 2467.682861
	Iteration 29Q: 3 clusters Score -168808.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -168818.859375 Penalty: 2467.682861
	Iteration 30Q: 3 clusters Score -168818.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -168831.953125 Penalty: 2467.682861
	Iteration 31Q: 3 clusters Score -168832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -168856.734375 Penalty: 2467.682861
	Iteration 32Q: 3 clusters Score -168856.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -168871.890625 Penalty: 2467.682861
	Iteration 33Q: 3 clusters Score -168871.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -168884.734375 Penalty: 2467.682861
	Iteration 34Q: 3 clusters Score -168884.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -168910.781250 Penalty: 2467.682861
	Iteration 35Q: 3 clusters Score -168910.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -168953.828125 Penalty: 2467.682861
	Iteration 36Q: 3 clusters Score -168953.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -168995.875000 Penalty: 2467.682861
	Iteration 37Q: 3 clusters Score -168995.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -169034.281250 Penalty: 2467.682861
	Iteration 38Q: 3 clusters Score -169034.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -169055.812500 Penalty: 2467.682861
	Iteration 39Q: 3 clusters Score -169055.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -169070.953125 Penalty: 2467.682861
	Iteration 40F: 3 clusters Score -169071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -169079.390625 Penalty: 2467.682861
	Iteration 41Q: 3 clusters Score -169079.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -169083.734375 Penalty: 2467.682861
	Iteration 42Q: 3 clusters Score -169083.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -169087.203125 Penalty: 2467.682861
	Iteration 43Q: 3 clusters Score -169087.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -169088.515625 Penalty: 2467.682861
	Iteration 44Q: 3 clusters Score -169088.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -169088.578125 Penalty: 2467.682861
	Iteration 45Q: 3 clusters Score -169088.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -169088.734375 Penalty: 2467.682861
	Iteration 46Q: 3 clusters Score -169088.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -169090.093750 Penalty: 2467.682861
	Iteration 47Q: 3 clusters Score -169090.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -169091.953125 Penalty: 2467.682861
	Iteration 48Q: 3 clusters Score -169092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -169092.000000 Penalty: 2467.682861
	Iteration 49Q: 3 clusters Score -169092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -169092.000000 Penalty: 2467.682861
	Iteration 50F: 3 clusters Score -169092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7606 members 
Mstep: Class 3 contains 40354 members 
Mstep: Class 4 contains 11190 members 
Mstep: Class 5 contains 22575 members 
Mstep: Class 6 contains 8297 members 
Mstep: Class 7 contains 14875 members 
Mstep: Class 8 contains 10871 members 
Mstep: Class 9 contains 5703 members 
Mstep: Class 10 contains 126857 members 
Mstep: Class 11 contains 3758 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 114579 members 
Mstep: Class 16 contains 80912 members 
Mstep: Class 17 contains 124492 members 
Mstep: Class 18 contains 32585 members 
Mstep: Class 19 contains 3965 members 
Mstep: Class 20 contains 6792 members 
Mstep: Class 21 contains 9051 members 
Mstep: Class 22 contains 68898 members 
Mstep: Class 23 contains 2840 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 39155 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 3259 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27912 members 
Mstep: Class 30 contains 59840 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1797 members 
Mstep: Class 33 contains 1769 members 
Mstep: Class 34 contains 1190 members 
Mstep: Class 35 contains 1358 members 
Mstep: Class 36 contains 8053 members 
Mstep: Class 37 contains 1335 members 
Mstep: Class 38 contains 8819 members 
Mstep: Class 39 contains 4344 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13547 members 
Mstep: Class 42 contains 6981 members 
Mstep: Class 43 contains 722 members 
Mstep: Class 44 contains 4072 members 
Mstep: Class 45 contains 14498 members 
Mstep: Class 46 contains 794 members 
Entering Unmasked Estep 
Score: -84455080.000000 Penalty: 102952.773438
Splitting cluster 34 changes total score from -84456000.000000 to -84455080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (1358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Entering Unmasked Estep 
Score: -116696.796875 Penalty: 1172.237427
	Iteration 0F: 2 clusters Score -116696.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -115038.265625 Penalty: 2344.474854
	Iteration 0F: 3 clusters Score -115038.3 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -115404.789062 Penalty: 2344.474854
	Iteration 1F: 3 clusters Score -115404.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -115520.679688 Penalty: 2344.474854
	Iteration 2F: 3 clusters Score -115520.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -115585.390625 Penalty: 2344.474854
	Iteration 3Q: 3 clusters Score -115585.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -115634.007812 Penalty: 2344.474854
	Iteration 4Q: 3 clusters Score -115634 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -115675.429688 Penalty: 2344.474854
	Iteration 5Q: 3 clusters Score -115675.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -115718.687500 Penalty: 2344.474854
	Iteration 6Q: 3 clusters Score -115718.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -115755.429688 Penalty: 2344.474854
	Iteration 7Q: 3 clusters Score -115755.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -115787.992188 Penalty: 2344.474854
	Iteration 8Q: 3 clusters Score -115788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -115808.179688 Penalty: 2344.474854
	Iteration 9Q: 3 clusters Score -115808.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -115836.015625 Penalty: 2344.474854
	Iteration 10Q: 3 clusters Score -115836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -115856.867188 Penalty: 2344.474854
	Iteration 11Q: 3 clusters Score -115856.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -115872.578125 Penalty: 2344.474854
	Iteration 12Q: 3 clusters Score -115872.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -115886.875000 Penalty: 2344.474854
	Iteration 13Q: 3 clusters Score -115886.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -115897.648438 Penalty: 2344.474854
	Iteration 14Q: 3 clusters Score -115897.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -115906.953125 Penalty: 2344.474854
	Iteration 15Q: 3 clusters Score -115907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -115916.898438 Penalty: 2344.474854
	Iteration 16Q: 3 clusters Score -115916.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -115919.750000 Penalty: 2344.474854
	Iteration 17Q: 3 clusters Score -115919.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -115925.023438 Penalty: 2344.474854
	Iteration 18Q: 3 clusters Score -115925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -115926.921875 Penalty: 2344.474854
	Iteration 19Q: 3 clusters Score -115926.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -115930.906250 Penalty: 2344.474854
	Iteration 20F: 3 clusters Score -115930.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -115936.023438 Penalty: 2344.474854
	Iteration 21Q: 3 clusters Score -115936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -115941.539062 Penalty: 2344.474854
	Iteration 22Q: 3 clusters Score -115941.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -115945.492188 Penalty: 2344.474854
	Iteration 23Q: 3 clusters Score -115945.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -115948.992188 Penalty: 2344.474854
	Iteration 24Q: 3 clusters Score -115949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -115949.312500 Penalty: 2344.474854
	Iteration 25Q: 3 clusters Score -115949.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -115951.039062 Penalty: 2344.474854
	Iteration 26Q: 3 clusters Score -115951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -115952.796875 Penalty: 2344.474854
	Iteration 27Q: 3 clusters Score -115952.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -115952.796875 Penalty: 2344.474854
	Iteration 28F: 3 clusters Score -115952.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (8053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Entering Unmasked Estep 
Score: -743559.750000 Penalty: 1461.492554
	Iteration 0F: 2 clusters Score -743559.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -737720.437500 Penalty: 2922.985107
	Iteration 0F: 3 clusters Score -737720.4 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -739591.125000 Penalty: 2922.985107
	Iteration 1F: 3 clusters Score -739591.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -739869.187500 Penalty: 2922.985107
	Iteration 2F: 3 clusters Score -739869.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -740152.250000 Penalty: 2922.985107
	Iteration 3F: 3 clusters Score -740152.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -740424.125000 Penalty: 2922.985107
	Iteration 4F: 3 clusters Score -740424.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -740692.625000 Penalty: 2922.985107
	Iteration 5F: 3 clusters Score -740692.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -740933.125000 Penalty: 2922.985107
	Iteration 6Q: 3 clusters Score -740933.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -741146.750000 Penalty: 2922.985107
	Iteration 7Q: 3 clusters Score -741146.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -741313.937500 Penalty: 2922.985107
	Iteration 8Q: 3 clusters Score -741313.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -741455.187500 Penalty: 2922.985107
	Iteration 9Q: 3 clusters Score -741455.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -741570.625000 Penalty: 2922.985107
	Iteration 10Q: 3 clusters Score -741570.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -741672.750000 Penalty: 2922.985107
	Iteration 11Q: 3 clusters Score -741672.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -741753.562500 Penalty: 2922.985107
	Iteration 12Q: 3 clusters Score -741753.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -741822.187500 Penalty: 2922.985107
	Iteration 13Q: 3 clusters Score -741822.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -741870.250000 Penalty: 2922.985107
	Iteration 14Q: 3 clusters Score -741870.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -741902.875000 Penalty: 2922.985107
	Iteration 15Q: 3 clusters Score -741902.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -741935.000000 Penalty: 2922.985107
	Iteration 16Q: 3 clusters Score -741935 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -741957.937500 Penalty: 2922.985107
	Iteration 17Q: 3 clusters Score -741957.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -741982.937500 Penalty: 2922.985107
	Iteration 18Q: 3 clusters Score -741982.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -742002.437500 Penalty: 2922.985107
	Iteration 19Q: 3 clusters Score -742002.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -742018.812500 Penalty: 2922.985107
	Iteration 20F: 3 clusters Score -742018.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -742040.312500 Penalty: 2922.985107
	Iteration 21Q: 3 clusters Score -742040.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -742052.750000 Penalty: 2922.985107
	Iteration 22Q: 3 clusters Score -742052.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -742067.562500 Penalty: 2922.985107
	Iteration 23Q: 3 clusters Score -742067.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -742082.812500 Penalty: 2922.985107
	Iteration 24Q: 3 clusters Score -742082.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -742095.125000 Penalty: 2922.985107
	Iteration 25Q: 3 clusters Score -742095.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -742115.937500 Penalty: 2922.985107
	Iteration 26Q: 3 clusters Score -742115.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -742131.687500 Penalty: 2922.985107
	Iteration 27Q: 3 clusters Score -742131.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -742147.312500 Penalty: 2922.985107
	Iteration 28Q: 3 clusters Score -742147.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -742161.562500 Penalty: 2922.985107
	Iteration 29Q: 3 clusters Score -742161.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -742174.375000 Penalty: 2922.985107
	Iteration 30Q: 3 clusters Score -742174.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -742183.562500 Penalty: 2922.985107
	Iteration 31Q: 3 clusters Score -742183.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -742193.750000 Penalty: 2922.985107
	Iteration 32Q: 3 clusters Score -742193.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -742201.562500 Penalty: 2922.985107
	Iteration 33Q: 3 clusters Score -742201.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -742214.250000 Penalty: 2922.985107
	Iteration 34Q: 3 clusters Score -742214.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -742231.250000 Penalty: 2922.985107
	Iteration 35Q: 3 clusters Score -742231.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -742247.437500 Penalty: 2922.985107
	Iteration 36Q: 3 clusters Score -742247.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -742267.187500 Penalty: 2922.985107
	Iteration 37Q: 3 clusters Score -742267.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -742283.250000 Penalty: 2922.985107
	Iteration 38Q: 3 clusters Score -742283.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -742303.750000 Penalty: 2922.985107
	Iteration 39Q: 3 clusters Score -742303.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -742324.000000 Penalty: 2922.985107
	Iteration 40F: 3 clusters Score -742324 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -742342.312500 Penalty: 2922.985107
	Iteration 41Q: 3 clusters Score -742342.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -742359.187500 Penalty: 2922.985107
	Iteration 42Q: 3 clusters Score -742359.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -742373.625000 Penalty: 2922.985107
	Iteration 43Q: 3 clusters Score -742373.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -742381.375000 Penalty: 2922.985107
	Iteration 44Q: 3 clusters Score -742381.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -742385.500000 Penalty: 2922.985107
	Iteration 45Q: 3 clusters Score -742385.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -742394.875000 Penalty: 2922.985107
	Iteration 46Q: 3 clusters Score -742394.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -742404.062500 Penalty: 2922.985107
	Iteration 47Q: 3 clusters Score -742404.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -742413.375000 Penalty: 2922.985107
	Iteration 48Q: 3 clusters Score -742413.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -742419.687500 Penalty: 2922.985107
	Iteration 49Q: 3 clusters Score -742419.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -742423.000000 Penalty: 2922.985107
	Iteration 50Q: 3 clusters Score -742423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -742424.437500 Penalty: 2922.985107
	Iteration 51Q: 3 clusters Score -742424.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -742423.875000 Penalty: 2922.985107
	Iteration 52Q: 3 clusters Score -742423.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -742427.187500 Penalty: 2922.985107
	Iteration 53Q: 3 clusters Score -742427.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -742428.937500 Penalty: 2922.985107
	Iteration 54Q: 3 clusters Score -742428.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -742428.937500 Penalty: 2922.985107
	Iteration 55Q: 3 clusters Score -742428.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -742429.437500 Penalty: 2922.985107
	Iteration 56Q: 3 clusters Score -742429.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -742429.062500 Penalty: 2922.985107
	Iteration 57Q: 3 clusters Score -742429.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -742429.500000 Penalty: 2922.985107
	Iteration 58Q: 3 clusters Score -742429.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -742429.625000 Penalty: 2922.985107
	Iteration 59Q: 3 clusters Score -742429.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -742430.312500 Penalty: 2922.985107
	Iteration 60F: 3 clusters Score -742430.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -742430.000000 Penalty: 2922.985107
	Iteration 61Q: 3 clusters Score -742430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -742430.250000 Penalty: 2922.985107
	Iteration 62Q: 3 clusters Score -742430.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -742430.875000 Penalty: 2922.985107
	Iteration 63Q: 3 clusters Score -742430.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -742430.875000 Penalty: 2922.985107
	Iteration 64F: 3 clusters Score -742430.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Entering Unmasked Estep 
Score: -99413.625000 Penalty: 1169.461548
	Iteration 0F: 2 clusters Score -99413.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -97800.718750 Penalty: 2338.923096
	Iteration 0F: 3 clusters Score -97800.72 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -98259.156250 Penalty: 2338.923096
	Iteration 1F: 3 clusters Score -98259.16 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -98515.085938 Penalty: 2338.923096
	Iteration 2F: 3 clusters Score -98515.09 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -98796.085938 Penalty: 2338.923096
	Iteration 3F: 3 clusters Score -98796.09 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -99021.968750 Penalty: 2338.923096
	Iteration 4F: 3 clusters Score -99021.97 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -99167.445312 Penalty: 2338.923096
	Iteration 5F: 3 clusters Score -99167.45 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -99230.953125 Penalty: 2338.923096
	Iteration 6Q: 3 clusters Score -99230.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -99277.828125 Penalty: 2338.923096
	Iteration 7Q: 3 clusters Score -99277.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -99315.476562 Penalty: 2338.923096
	Iteration 8Q: 3 clusters Score -99315.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -99338.718750 Penalty: 2338.923096
	Iteration 9Q: 3 clusters Score -99338.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -99349.093750 Penalty: 2338.923096
	Iteration 10Q: 3 clusters Score -99349.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -99357.937500 Penalty: 2338.923096
	Iteration 11Q: 3 clusters Score -99357.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -99365.570312 Penalty: 2338.923096
	Iteration 12Q: 3 clusters Score -99365.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -99368.531250 Penalty: 2338.923096
	Iteration 13Q: 3 clusters Score -99368.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -99373.242188 Penalty: 2338.923096
	Iteration 14Q: 3 clusters Score -99373.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -99376.484375 Penalty: 2338.923096
	Iteration 15Q: 3 clusters Score -99376.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -99381.265625 Penalty: 2338.923096
	Iteration 16Q: 3 clusters Score -99381.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -99381.976562 Penalty: 2338.923096
	Iteration 17Q: 3 clusters Score -99381.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -99381.976562 Penalty: 2338.923096
	Iteration 18F: 3 clusters Score -99381.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Entering Unmasked Estep 
Score: -780482.312500 Penalty: 1476.257812
	Iteration 0F: 2 clusters Score -780482.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -774063.625000 Penalty: 2952.515625
	Iteration 0F: 3 clusters Score -774063.6 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -776457.875000 Penalty: 2952.515625
	Iteration 1F: 3 clusters Score -776457.9 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -776941.250000 Penalty: 2952.515625
	Iteration 2F: 3 clusters Score -776941.2 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -777369.312500 Penalty: 2952.515625
	Iteration 3F: 3 clusters Score -777369.3 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -777754.562500 Penalty: 2952.515625
	Iteration 4F: 3 clusters Score -777754.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -778123.562500 Penalty: 2952.515625
	Iteration 5F: 3 clusters Score -778123.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -778553.500000 Penalty: 2952.515625
	Iteration 6F: 3 clusters Score -778553.5 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -779033.625000 Penalty: 2952.515625
	Iteration 7F: 3 clusters Score -779033.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -779415.437500 Penalty: 2952.515625
	Iteration 8F: 3 clusters Score -779415.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -779741.000000 Penalty: 2952.515625
	Iteration 9Q: 3 clusters Score -779741 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -780062.500000 Penalty: 2952.515625
	Iteration 10Q: 3 clusters Score -780062.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -780319.000000 Penalty: 2952.515625
	Iteration 11Q: 3 clusters Score -780319 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -780512.250000 Penalty: 2952.515625
	Iteration 12Q: 3 clusters Score -780512.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -780669.687500 Penalty: 2952.515625
	Iteration 13Q: 3 clusters Score -780669.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -780743.875000 Penalty: 2952.515625
	Iteration 14Q: 3 clusters Score -780743.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -780783.250000 Penalty: 2952.515625
	Iteration 15Q: 3 clusters Score -780783.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -780795.687500 Penalty: 2952.515625
	Iteration 16Q: 3 clusters Score -780795.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -780807.125000 Penalty: 2952.515625
	Iteration 17Q: 3 clusters Score -780807.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -780813.500000 Penalty: 2952.515625
	Iteration 18Q: 3 clusters Score -780813.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -780817.125000 Penalty: 2952.515625
	Iteration 19Q: 3 clusters Score -780817.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -780818.000000 Penalty: 2952.515625
	Iteration 20F: 3 clusters Score -780818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -780819.250000 Penalty: 2952.515625
	Iteration 21Q: 3 clusters Score -780819.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -780818.812500 Penalty: 2952.515625
	Iteration 22Q: 3 clusters Score -780818.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -780818.937500 Penalty: 2952.515625
	Iteration 23Q: 3 clusters Score -780818.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -780820.312500 Penalty: 2952.515625
	Iteration 24Q: 3 clusters Score -780820.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -780819.687500 Penalty: 2952.515625
	Iteration 25Q: 3 clusters Score -780819.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -780820.250000 Penalty: 2952.515625
	Iteration 26Q: 3 clusters Score -780820.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -780820.562500 Penalty: 2952.515625
	Iteration 27Q: 3 clusters Score -780820.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -780821.437500 Penalty: 2952.515625
	Iteration 28Q: 3 clusters Score -780821.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -780821.437500 Penalty: 2952.515625
	Iteration 29F: 3 clusters Score -780821.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7606 members 
Mstep: Class 3 contains 40354 members 
Mstep: Class 4 contains 11190 members 
Mstep: Class 5 contains 22575 members 
Mstep: Class 6 contains 8297 members 
Mstep: Class 7 contains 14875 members 
Mstep: Class 8 contains 10871 members 
Mstep: Class 9 contains 5703 members 
Mstep: Class 10 contains 126857 members 
Mstep: Class 11 contains 3758 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 114579 members 
Mstep: Class 16 contains 80912 members 
Mstep: Class 17 contains 124492 members 
Mstep: Class 18 contains 32585 members 
Mstep: Class 19 contains 3965 members 
Mstep: Class 20 contains 6792 members 
Mstep: Class 21 contains 9051 members 
Mstep: Class 22 contains 68898 members 
Mstep: Class 23 contains 2840 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 39155 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 3259 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27912 members 
Mstep: Class 30 contains 59840 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1797 members 
Mstep: Class 33 contains 1769 members 
Mstep: Class 34 contains 1984 members 
Mstep: Class 35 contains 1358 members 
Mstep: Class 36 contains 8053 members 
Mstep: Class 37 contains 1335 members 
Mstep: Class 38 contains 5092 members 
Mstep: Class 39 contains 4344 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13547 members 
Mstep: Class 42 contains 6981 members 
Mstep: Class 43 contains 722 members 
Mstep: Class 44 contains 4072 members 
Mstep: Class 45 contains 14498 members 
Mstep: Class 46 contains 3727 members 
Entering Unmasked Estep 
Score: -84455736.000000 Penalty: 102952.773438
Splitting cluster 38 changes total score from -84456000.000000 to -84455736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (4344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Entering Unmasked Estep 
Score: -373876.468750 Penalty: 1361.189453
	Iteration 0F: 2 clusters Score -373876.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -370308.468750 Penalty: 2722.378906
	Iteration 0F: 3 clusters Score -370308.5 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -371315.375000 Penalty: 2722.378906
	Iteration 1F: 3 clusters Score -371315.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -371547.781250 Penalty: 2722.378906
	Iteration 2F: 3 clusters Score -371547.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -371718.062500 Penalty: 2722.378906
	Iteration 3F: 3 clusters Score -371718.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -371837.687500 Penalty: 2722.378906
	Iteration 4Q: 3 clusters Score -371837.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -371930.062500 Penalty: 2722.378906
	Iteration 5Q: 3 clusters Score -371930.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -372012.531250 Penalty: 2722.378906
	Iteration 6Q: 3 clusters Score -372012.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -372106.437500 Penalty: 2722.378906
	Iteration 7Q: 3 clusters Score -372106.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -372209.156250 Penalty: 2722.378906
	Iteration 8Q: 3 clusters Score -372209.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -372364.687500 Penalty: 2722.378906
	Iteration 9Q: 3 clusters Score -372364.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -372576.343750 Penalty: 2722.378906
	Iteration 10Q: 3 clusters Score -372576.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -372825.250000 Penalty: 2722.378906
	Iteration 11Q: 3 clusters Score -372825.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -373081.406250 Penalty: 2722.378906
	Iteration 12Q: 3 clusters Score -373081.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -373283.000000 Penalty: 2722.378906
	Iteration 13Q: 3 clusters Score -373283 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -373441.375000 Penalty: 2722.378906
	Iteration 14Q: 3 clusters Score -373441.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -373566.500000 Penalty: 2722.378906
	Iteration 15Q: 3 clusters Score -373566.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -373693.750000 Penalty: 2722.378906
	Iteration 16Q: 3 clusters Score -373693.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -373790.000000 Penalty: 2722.378906
	Iteration 17Q: 3 clusters Score -373790 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -373850.406250 Penalty: 2722.378906
	Iteration 18Q: 3 clusters Score -373850.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -373940.375000 Penalty: 2722.378906
	Iteration 19Q: 3 clusters Score -373940.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -374018.312500 Penalty: 2722.378906
	Iteration 20F: 3 clusters Score -374018.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -374065.593750 Penalty: 2722.378906
	Iteration 21Q: 3 clusters Score -374065.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -374137.281250 Penalty: 2722.378906
	Iteration 22Q: 3 clusters Score -374137.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -374213.156250 Penalty: 2722.378906
	Iteration 23Q: 3 clusters Score -374213.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -374264.468750 Penalty: 2722.378906
	Iteration 24Q: 3 clusters Score -374264.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -374275.906250 Penalty: 2722.378906
	Iteration 25Q: 3 clusters Score -374275.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -374285.093750 Penalty: 2722.378906
	Iteration 26Q: 3 clusters Score -374285.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -374290.187500 Penalty: 2722.378906
	Iteration 27Q: 3 clusters Score -374290.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -374294.718750 Penalty: 2722.378906
	Iteration 28Q: 3 clusters Score -374294.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -374297.187500 Penalty: 2722.378906
	Iteration 29Q: 3 clusters Score -374297.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -374302.281250 Penalty: 2722.378906
	Iteration 30Q: 3 clusters Score -374302.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -374305.812500 Penalty: 2722.378906
	Iteration 31Q: 3 clusters Score -374305.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -374308.062500 Penalty: 2722.378906
	Iteration 32Q: 3 clusters Score -374308.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -374309.875000 Penalty: 2722.378906
	Iteration 33Q: 3 clusters Score -374309.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -374311.718750 Penalty: 2722.378906
	Iteration 34Q: 3 clusters Score -374311.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -374311.968750 Penalty: 2722.378906
	Iteration 35Q: 3 clusters Score -374312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -374313.000000 Penalty: 2722.378906
	Iteration 36Q: 3 clusters Score -374313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -374313.750000 Penalty: 2722.378906
	Iteration 37Q: 3 clusters Score -374313.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -374314.093750 Penalty: 2722.378906
	Iteration 38Q: 3 clusters Score -374314.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -374315.906250 Penalty: 2722.378906
	Iteration 39Q: 3 clusters Score -374315.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -374316.406250 Penalty: 2722.378906
	Iteration 40F: 3 clusters Score -374316.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7606 members 
Mstep: Class 3 contains 40354 members 
Mstep: Class 4 contains 11190 members 
Mstep: Class 5 contains 22575 members 
Mstep: Class 6 contains 8297 members 
Mstep: Class 7 contains 14875 members 
Mstep: Class 8 contains 10871 members 
Mstep: Class 9 contains 5703 members 
Mstep: Class 10 contains 126857 members 
Mstep: Class 11 contains 3758 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 114579 members 
Mstep: Class 16 contains 80912 members 
Mstep: Class 17 contains 124492 members 
Mstep: Class 18 contains 32585 members 
Mstep: Class 19 contains 3965 members 
Mstep: Class 20 contains 6792 members 
Mstep: Class 21 contains 9051 members 
Mstep: Class 22 contains 68898 members 
Mstep: Class 23 contains 2840 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 39155 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 3259 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27912 members 
Mstep: Class 30 contains 59840 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1797 members 
Mstep: Class 33 contains 1769 members 
Mstep: Class 34 contains 1984 members 
Mstep: Class 35 contains 1358 members 
Mstep: Class 36 contains 8053 members 
Mstep: Class 37 contains 1335 members 
Mstep: Class 38 contains 8819 members 
Mstep: Class 39 contains 1291 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13547 members 
Mstep: Class 42 contains 6981 members 
Mstep: Class 43 contains 722 members 
Mstep: Class 44 contains 4072 members 
Mstep: Class 45 contains 14498 members 
Mstep: Class 46 contains 3053 members 
Entering Unmasked Estep 
Score: -84455680.000000 Penalty: 102952.773438
Splitting cluster 39 changes total score from -84456000.000000 to -84455680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (1316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Entering Unmasked Estep 
Score: -111711.414062 Penalty: 1167.132202
	Iteration 0F: 2 clusters Score -111711.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -110070.828125 Penalty: 2334.264404
	Iteration 0F: 3 clusters Score -110070.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -110482.257812 Penalty: 2334.264404
	Iteration 1F: 3 clusters Score -110482.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -110712.531250 Penalty: 2334.264404
	Iteration 2F: 3 clusters Score -110712.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -110941.289062 Penalty: 2334.264404
	Iteration 3F: 3 clusters Score -110941.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -111322.960938 Penalty: 2334.264404
	Iteration 4F: 3 clusters Score -111323 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -111711.531250 Penalty: 2334.264404
	Iteration 5F: 3 clusters Score -111711.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -111868.179688 Penalty: 2334.264404
	Iteration 6Q: 3 clusters Score -111868.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -111909.687500 Penalty: 2334.264404
	Iteration 7Q: 3 clusters Score -111909.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -111923.304688 Penalty: 2334.264404
	Iteration 8Q: 3 clusters Score -111923.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -111923.789062 Penalty: 2334.264404
	Iteration 9Q: 3 clusters Score -111923.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -111923.789062 Penalty: 2334.264404
	Iteration 10F: 3 clusters Score -111923.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7606 members 
Mstep: Class 3 contains 40354 members 
Mstep: Class 4 contains 11190 members 
Mstep: Class 5 contains 22575 members 
Mstep: Class 6 contains 8297 members 
Mstep: Class 7 contains 14875 members 
Mstep: Class 8 contains 10871 members 
Mstep: Class 9 contains 5703 members 
Mstep: Class 10 contains 126857 members 
Mstep: Class 11 contains 3758 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 114579 members 
Mstep: Class 16 contains 80912 members 
Mstep: Class 17 contains 124492 members 
Mstep: Class 18 contains 32585 members 
Mstep: Class 19 contains 3965 members 
Mstep: Class 20 contains 6792 members 
Mstep: Class 21 contains 9051 members 
Mstep: Class 22 contains 68898 members 
Mstep: Class 23 contains 2840 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 39155 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 3259 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27912 members 
Mstep: Class 30 contains 59840 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1797 members 
Mstep: Class 33 contains 1769 members 
Mstep: Class 34 contains 1984 members 
Mstep: Class 35 contains 1358 members 
Mstep: Class 36 contains 8053 members 
Mstep: Class 37 contains 1335 members 
Mstep: Class 38 contains 8819 members 
Mstep: Class 39 contains 4344 members 
Mstep: Class 40 contains 577 members 
Mstep: Class 41 contains 13547 members 
Mstep: Class 42 contains 6981 members 
Mstep: Class 43 contains 722 members 
Mstep: Class 44 contains 4072 members 
Mstep: Class 45 contains 14498 members 
Mstep: Class 46 contains 739 members 
Entering Unmasked Estep 
Score: -84455264.000000 Penalty: 102952.773438
Splitting cluster 40 changes total score from -84456000.000000 to -84455264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (13547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Entering Unmasked Estep 
Score: -1257316.000000 Penalty: 1546.012085
	Iteration 0F: 2 clusters Score -1257316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1247847.500000 Penalty: 3092.024170
	Iteration 0F: 3 clusters Score -1247848 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1250980.625000 Penalty: 3092.024170
	Iteration 1F: 3 clusters Score -1250981 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1251242.500000 Penalty: 3092.024170
	Iteration 2F: 3 clusters Score -1251242 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1251502.375000 Penalty: 3092.024170
	Iteration 3F: 3 clusters Score -1251502 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1251793.000000 Penalty: 3092.024170
	Iteration 4Q: 3 clusters Score -1251793 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1252164.500000 Penalty: 3092.024170
	Iteration 5F: 3 clusters Score -1252164 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1252650.500000 Penalty: 3092.024170
	Iteration 6F: 3 clusters Score -1252650 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1253263.375000 Penalty: 3092.024170
	Iteration 7F: 3 clusters Score -1253263 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1253924.625000 Penalty: 3092.024170
	Iteration 8F: 3 clusters Score -1253925 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1254551.875000 Penalty: 3092.024170
	Iteration 9F: 3 clusters Score -1254552 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1255059.625000 Penalty: 3092.024170
	Iteration 10Q: 3 clusters Score -1255060 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1255422.000000 Penalty: 3092.024170
	Iteration 11Q: 3 clusters Score -1255422 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1255614.125000 Penalty: 3092.024170
	Iteration 12Q: 3 clusters Score -1255614 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1255735.000000 Penalty: 3092.024170
	Iteration 13Q: 3 clusters Score -1255735 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1255830.250000 Penalty: 3092.024170
	Iteration 14Q: 3 clusters Score -1255830 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1255878.750000 Penalty: 3092.024170
	Iteration 15Q: 3 clusters Score -1255879 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1255924.125000 Penalty: 3092.024170
	Iteration 16Q: 3 clusters Score -1255924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1255947.000000 Penalty: 3092.024170
	Iteration 17Q: 3 clusters Score -1255947 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1255959.625000 Penalty: 3092.024170
	Iteration 18Q: 3 clusters Score -1255960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1255973.500000 Penalty: 3092.024170
	Iteration 19Q: 3 clusters Score -1255974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1255983.375000 Penalty: 3092.024170
	Iteration 20F: 3 clusters Score -1255983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1255984.875000 Penalty: 3092.024170
	Iteration 21Q: 3 clusters Score -1255985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1255986.000000 Penalty: 3092.024170
	Iteration 22Q: 3 clusters Score -1255986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1255989.000000 Penalty: 3092.024170
	Iteration 23Q: 3 clusters Score -1255989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1255995.000000 Penalty: 3092.024170
	Iteration 24Q: 3 clusters Score -1255995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1255995.875000 Penalty: 3092.024170
	Iteration 25Q: 3 clusters Score -1255996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1255999.125000 Penalty: 3092.024170
	Iteration 26Q: 3 clusters Score -1255999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1256001.000000 Penalty: 3092.024170
	Iteration 27Q: 3 clusters Score -1256001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1256001.375000 Penalty: 3092.024170
	Iteration 28Q: 3 clusters Score -1256001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1256002.875000 Penalty: 3092.024170
	Iteration 29Q: 3 clusters Score -1256003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1256002.875000 Penalty: 3092.024170
	Iteration 30F: 3 clusters Score -1256003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Entering Unmasked Estep 
Score: -624919.375000 Penalty: 1438.278931
	Iteration 0F: 2 clusters Score -624919.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -619639.375000 Penalty: 2876.557861
	Iteration 0F: 3 clusters Score -619639.4 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -621377.000000 Penalty: 2876.557861
	Iteration 1F: 3 clusters Score -621377 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -621922.812500 Penalty: 2876.557861
	Iteration 2F: 3 clusters Score -621922.8 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -622679.500000 Penalty: 2876.557861
	Iteration 3F: 3 clusters Score -622679.5 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -623426.000000 Penalty: 2876.557861
	Iteration 4F: 3 clusters Score -623426 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -624059.000000 Penalty: 2876.557861
	Iteration 5F: 3 clusters Score -624059 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -624556.875000 Penalty: 2876.557861
	Iteration 6F: 3 clusters Score -624556.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -624861.687500 Penalty: 2876.557861
	Iteration 7Q: 3 clusters Score -624861.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -625014.437500 Penalty: 2876.557861
	Iteration 8Q: 3 clusters Score -625014.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -625085.000000 Penalty: 2876.557861
	Iteration 9Q: 3 clusters Score -625085 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -625125.750000 Penalty: 2876.557861
	Iteration 10Q: 3 clusters Score -625125.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -625160.250000 Penalty: 2876.557861
	Iteration 11Q: 3 clusters Score -625160.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -625186.875000 Penalty: 2876.557861
	Iteration 12Q: 3 clusters Score -625186.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -625214.500000 Penalty: 2876.557861
	Iteration 13Q: 3 clusters Score -625214.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -625233.125000 Penalty: 2876.557861
	Iteration 14Q: 3 clusters Score -625233.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -625245.937500 Penalty: 2876.557861
	Iteration 15Q: 3 clusters Score -625245.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -625256.625000 Penalty: 2876.557861
	Iteration 16Q: 3 clusters Score -625256.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -625267.000000 Penalty: 2876.557861
	Iteration 17Q: 3 clusters Score -625267 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -625272.812500 Penalty: 2876.557861
	Iteration 18Q: 3 clusters Score -625272.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -625279.375000 Penalty: 2876.557861
	Iteration 19Q: 3 clusters Score -625279.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -625283.937500 Penalty: 2876.557861
	Iteration 20F: 3 clusters Score -625283.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -625287.250000 Penalty: 2876.557861
	Iteration 21Q: 3 clusters Score -625287.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -625290.250000 Penalty: 2876.557861
	Iteration 22Q: 3 clusters Score -625290.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -625295.875000 Penalty: 2876.557861
	Iteration 23Q: 3 clusters Score -625295.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -625299.875000 Penalty: 2876.557861
	Iteration 24Q: 3 clusters Score -625299.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -625304.437500 Penalty: 2876.557861
	Iteration 25Q: 3 clusters Score -625304.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -625307.437500 Penalty: 2876.557861
	Iteration 26Q: 3 clusters Score -625307.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -625312.000000 Penalty: 2876.557861
	Iteration 27Q: 3 clusters Score -625312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -625319.750000 Penalty: 2876.557861
	Iteration 28Q: 3 clusters Score -625319.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -625326.000000 Penalty: 2876.557861
	Iteration 29Q: 3 clusters Score -625326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -625335.312500 Penalty: 2876.557861
	Iteration 30Q: 3 clusters Score -625335.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -625341.437500 Penalty: 2876.557861
	Iteration 31Q: 3 clusters Score -625341.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -625346.687500 Penalty: 2876.557861
	Iteration 32Q: 3 clusters Score -625346.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -625351.375000 Penalty: 2876.557861
	Iteration 33Q: 3 clusters Score -625351.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -625357.562500 Penalty: 2876.557861
	Iteration 34Q: 3 clusters Score -625357.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -625357.937500 Penalty: 2876.557861
	Iteration 35Q: 3 clusters Score -625357.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -625362.250000 Penalty: 2876.557861
	Iteration 36Q: 3 clusters Score -625362.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -625366.312500 Penalty: 2876.557861
	Iteration 37Q: 3 clusters Score -625366.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -625367.687500 Penalty: 2876.557861
	Iteration 38Q: 3 clusters Score -625367.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -625369.625000 Penalty: 2876.557861
	Iteration 39Q: 3 clusters Score -625369.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -625371.687500 Penalty: 2876.557861
	Iteration 40F: 3 clusters Score -625371.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -625371.562500 Penalty: 2876.557861
	Iteration 41Q: 3 clusters Score -625371.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -625372.875000 Penalty: 2876.557861
	Iteration 42Q: 3 clusters Score -625372.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -625372.812500 Penalty: 2876.557861
	Iteration 43Q: 3 clusters Score -625372.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -625372.437500 Penalty: 2876.557861
	Iteration 44Q: 3 clusters Score -625372.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -625373.625000 Penalty: 2876.557861
	Iteration 45Q: 3 clusters Score -625373.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -625373.625000 Penalty: 2876.557861
	Iteration 46F: 3 clusters Score -625373.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7606 members 
Mstep: Class 3 contains 40354 members 
Mstep: Class 4 contains 11190 members 
Mstep: Class 5 contains 22575 members 
Mstep: Class 6 contains 8297 members 
Mstep: Class 7 contains 14875 members 
Mstep: Class 8 contains 10871 members 
Mstep: Class 9 contains 5703 members 
Mstep: Class 10 contains 126857 members 
Mstep: Class 11 contains 3758 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 114579 members 
Mstep: Class 16 contains 80912 members 
Mstep: Class 17 contains 124492 members 
Mstep: Class 18 contains 32585 members 
Mstep: Class 19 contains 3965 members 
Mstep: Class 20 contains 6792 members 
Mstep: Class 21 contains 9051 members 
Mstep: Class 22 contains 68898 members 
Mstep: Class 23 contains 2840 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 39155 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 3259 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27912 members 
Mstep: Class 30 contains 59840 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1797 members 
Mstep: Class 33 contains 1769 members 
Mstep: Class 34 contains 1984 members 
Mstep: Class 35 contains 1358 members 
Mstep: Class 36 contains 8053 members 
Mstep: Class 37 contains 1335 members 
Mstep: Class 38 contains 8819 members 
Mstep: Class 39 contains 4344 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13547 members 
Mstep: Class 42 contains 1684 members 
Mstep: Class 43 contains 722 members 
Mstep: Class 44 contains 4072 members 
Mstep: Class 45 contains 14498 members 
Mstep: Class 46 contains 5297 members 
Entering Unmasked Estep 
Score: -84455760.000000 Penalty: 102952.773438
Splitting cluster 42 changes total score from -84456000.000000 to -84455760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -51192.492188 Penalty: 1069.579102
	Iteration 0F: 2 clusters Score -51192.49 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 368 members 
Entering Unmasked Estep 
Score: -50044.429688 Penalty: 2139.158203
	Iteration 0F: 3 clusters Score -50044.43 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -50346.917969 Penalty: 2139.158203
	Iteration 1F: 3 clusters Score -50346.92 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -50425.789062 Penalty: 2139.158203
	Iteration 2F: 3 clusters Score -50425.79 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -50482.574219 Penalty: 2139.158203
	Iteration 3Q: 3 clusters Score -50482.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -50534.156250 Penalty: 2139.158203
	Iteration 4Q: 3 clusters Score -50534.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -50591.128906 Penalty: 2139.158203
	Iteration 5Q: 3 clusters Score -50591.13 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -50670.738281 Penalty: 2139.158203
	Iteration 6Q: 3 clusters Score -50670.74 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -50749.554688 Penalty: 2139.158203
	Iteration 7Q: 3 clusters Score -50749.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -50813.667969 Penalty: 2139.158203
	Iteration 8Q: 3 clusters Score -50813.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -50888.183594 Penalty: 2139.158203
	Iteration 9Q: 3 clusters Score -50888.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -50930.585938 Penalty: 2139.158203
	Iteration 10Q: 3 clusters Score -50930.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -50944.785156 Penalty: 2139.158203
	Iteration 11Q: 3 clusters Score -50944.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -50951.683594 Penalty: 2139.158203
	Iteration 12Q: 3 clusters Score -50951.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -50954.613281 Penalty: 2139.158203
	Iteration 13Q: 3 clusters Score -50954.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -50961.609375 Penalty: 2139.158203
	Iteration 14Q: 3 clusters Score -50961.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -50972.621094 Penalty: 2139.158203
	Iteration 15Q: 3 clusters Score -50972.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -50983.281250 Penalty: 2139.158203
	Iteration 16Q: 3 clusters Score -50983.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -50988.632812 Penalty: 2139.158203
	Iteration 17Q: 3 clusters Score -50988.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -51001.519531 Penalty: 2139.158203
	Iteration 18Q: 3 clusters Score -51001.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -51006.402344 Penalty: 2139.158203
	Iteration 19Q: 3 clusters Score -51006.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -51014.492188 Penalty: 2139.158203
	Iteration 20F: 3 clusters Score -51014.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -51025.402344 Penalty: 2139.158203
	Iteration 21Q: 3 clusters Score -51025.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -51034.796875 Penalty: 2139.158203
	Iteration 22Q: 3 clusters Score -51034.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -51039.226562 Penalty: 2139.158203
	Iteration 23Q: 3 clusters Score -51039.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -51040.429688 Penalty: 2139.158203
	Iteration 24Q: 3 clusters Score -51040.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -51040.429688 Penalty: 2139.158203
	Iteration 25F: 3 clusters Score -51040.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Entering Unmasked Estep 
Score: -367484.031250 Penalty: 1350.682129
	Iteration 0F: 2 clusters Score -367484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -364045.406250 Penalty: 2701.364258
	Iteration 0F: 3 clusters Score -364045.4 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -365003.312500 Penalty: 2701.364258
	Iteration 1F: 3 clusters Score -365003.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -365185.781250 Penalty: 2701.364258
	Iteration 2F: 3 clusters Score -365185.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -365290.281250 Penalty: 2701.364258
	Iteration 3F: 3 clusters Score -365290.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -365360.031250 Penalty: 2701.364258
	Iteration 4Q: 3 clusters Score -365360 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -365421.781250 Penalty: 2701.364258
	Iteration 5Q: 3 clusters Score -365421.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -365485.562500 Penalty: 2701.364258
	Iteration 6Q: 3 clusters Score -365485.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -365534.625000 Penalty: 2701.364258
	Iteration 7Q: 3 clusters Score -365534.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -365571.187500 Penalty: 2701.364258
	Iteration 8Q: 3 clusters Score -365571.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -365601.812500 Penalty: 2701.364258
	Iteration 9Q: 3 clusters Score -365601.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -365637.312500 Penalty: 2701.364258
	Iteration 10Q: 3 clusters Score -365637.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -365671.468750 Penalty: 2701.364258
	Iteration 11Q: 3 clusters Score -365671.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -365706.250000 Penalty: 2701.364258
	Iteration 12Q: 3 clusters Score -365706.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -365747.468750 Penalty: 2701.364258
	Iteration 13Q: 3 clusters Score -365747.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -365779.906250 Penalty: 2701.364258
	Iteration 14Q: 3 clusters Score -365779.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -365812.531250 Penalty: 2701.364258
	Iteration 15Q: 3 clusters Score -365812.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -365851.937500 Penalty: 2701.364258
	Iteration 16Q: 3 clusters Score -365851.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -365899.531250 Penalty: 2701.364258
	Iteration 17Q: 3 clusters Score -365899.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -365958.187500 Penalty: 2701.364258
	Iteration 18Q: 3 clusters Score -365958.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -366023.750000 Penalty: 2701.364258
	Iteration 19Q: 3 clusters Score -366023.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -366085.000000 Penalty: 2701.364258
	Iteration 20F: 3 clusters Score -366085 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -366131.937500 Penalty: 2701.364258
	Iteration 21Q: 3 clusters Score -366131.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -366175.218750 Penalty: 2701.364258
	Iteration 22Q: 3 clusters Score -366175.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -366215.000000 Penalty: 2701.364258
	Iteration 23Q: 3 clusters Score -366215 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -366247.187500 Penalty: 2701.364258
	Iteration 24Q: 3 clusters Score -366247.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -366280.875000 Penalty: 2701.364258
	Iteration 25Q: 3 clusters Score -366280.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -366305.000000 Penalty: 2701.364258
	Iteration 26Q: 3 clusters Score -366305 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -366326.812500 Penalty: 2701.364258
	Iteration 27Q: 3 clusters Score -366326.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -366342.718750 Penalty: 2701.364258
	Iteration 28Q: 3 clusters Score -366342.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -366366.406250 Penalty: 2701.364258
	Iteration 29Q: 3 clusters Score -366366.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -366386.843750 Penalty: 2701.364258
	Iteration 30Q: 3 clusters Score -366386.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -366403.781250 Penalty: 2701.364258
	Iteration 31Q: 3 clusters Score -366403.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -366424.406250 Penalty: 2701.364258
	Iteration 32Q: 3 clusters Score -366424.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -366447.656250 Penalty: 2701.364258
	Iteration 33Q: 3 clusters Score -366447.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -366468.312500 Penalty: 2701.364258
	Iteration 34Q: 3 clusters Score -366468.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -366481.281250 Penalty: 2701.364258
	Iteration 35Q: 3 clusters Score -366481.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -366494.500000 Penalty: 2701.364258
	Iteration 36Q: 3 clusters Score -366494.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -366506.062500 Penalty: 2701.364258
	Iteration 37Q: 3 clusters Score -366506.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -366515.531250 Penalty: 2701.364258
	Iteration 38Q: 3 clusters Score -366515.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -366522.437500 Penalty: 2701.364258
	Iteration 39Q: 3 clusters Score -366522.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -366528.125000 Penalty: 2701.364258
	Iteration 40F: 3 clusters Score -366528.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -366534.125000 Penalty: 2701.364258
	Iteration 41Q: 3 clusters Score -366534.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -366543.531250 Penalty: 2701.364258
	Iteration 42Q: 3 clusters Score -366543.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -366555.937500 Penalty: 2701.364258
	Iteration 43Q: 3 clusters Score -366555.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -366569.031250 Penalty: 2701.364258
	Iteration 44Q: 3 clusters Score -366569 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -366582.781250 Penalty: 2701.364258
	Iteration 45Q: 3 clusters Score -366582.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -366592.343750 Penalty: 2701.364258
	Iteration 46Q: 3 clusters Score -366592.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -366601.843750 Penalty: 2701.364258
	Iteration 47Q: 3 clusters Score -366601.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -366605.437500 Penalty: 2701.364258
	Iteration 48Q: 3 clusters Score -366605.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -366610.125000 Penalty: 2701.364258
	Iteration 49Q: 3 clusters Score -366610.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -366616.312500 Penalty: 2701.364258
	Iteration 50Q: 3 clusters Score -366616.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -366619.156250 Penalty: 2701.364258
	Iteration 51Q: 3 clusters Score -366619.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -366619.468750 Penalty: 2701.364258
	Iteration 52Q: 3 clusters Score -366619.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -366620.625000 Penalty: 2701.364258
	Iteration 53Q: 3 clusters Score -366620.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -366621.031250 Penalty: 2701.364258
	Iteration 54Q: 3 clusters Score -366621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -366621.906250 Penalty: 2701.364258
	Iteration 55Q: 3 clusters Score -366621.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -366622.625000 Penalty: 2701.364258
	Iteration 56Q: 3 clusters Score -366622.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -366622.875000 Penalty: 2701.364258
	Iteration 57Q: 3 clusters Score -366622.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -366624.562500 Penalty: 2701.364258
	Iteration 58Q: 3 clusters Score -366624.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -366625.750000 Penalty: 2701.364258
	Iteration 59Q: 3 clusters Score -366625.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -366626.281250 Penalty: 2701.364258
	Iteration 60F: 3 clusters Score -366626.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -366627.125000 Penalty: 2701.364258
	Iteration 61Q: 3 clusters Score -366627.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -366628.093750 Penalty: 2701.364258
	Iteration 62Q: 3 clusters Score -366628.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -366628.875000 Penalty: 2701.364258
	Iteration 63Q: 3 clusters Score -366628.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -366629.656250 Penalty: 2701.364258
	Iteration 64Q: 3 clusters Score -366629.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -366630.656250 Penalty: 2701.364258
	Iteration 65Q: 3 clusters Score -366630.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -366631.781250 Penalty: 2701.364258
	Iteration 66Q: 3 clusters Score -366631.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -366633.468750 Penalty: 2701.364258
	Iteration 67Q: 3 clusters Score -366633.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -366635.781250 Penalty: 2701.364258
	Iteration 68Q: 3 clusters Score -366635.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -366638.875000 Penalty: 2701.364258
	Iteration 69Q: 3 clusters Score -366638.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -366641.843750 Penalty: 2701.364258
	Iteration 70Q: 3 clusters Score -366641.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -366644.718750 Penalty: 2701.364258
	Iteration 71Q: 3 clusters Score -366644.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -366647.593750 Penalty: 2701.364258
	Iteration 72Q: 3 clusters Score -366647.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -366650.468750 Penalty: 2701.364258
	Iteration 73Q: 3 clusters Score -366650.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -366652.468750 Penalty: 2701.364258
	Iteration 74Q: 3 clusters Score -366652.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -366653.750000 Penalty: 2701.364258
	Iteration 75Q: 3 clusters Score -366653.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -366653.656250 Penalty: 2701.364258
	Iteration 76Q: 3 clusters Score -366653.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -366654.687500 Penalty: 2701.364258
	Iteration 77Q: 3 clusters Score -366654.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -366654.500000 Penalty: 2701.364258
	Iteration 78Q: 3 clusters Score -366654.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -366656.281250 Penalty: 2701.364258
	Iteration 79Q: 3 clusters Score -366656.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -366656.687500 Penalty: 2701.364258
	Iteration 80F: 3 clusters Score -366656.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -366657.687500 Penalty: 2701.364258
	Iteration 81Q: 3 clusters Score -366657.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -366657.500000 Penalty: 2701.364258
	Iteration 82Q: 3 clusters Score -366657.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -366657.500000 Penalty: 2701.364258
	Iteration 83F: 3 clusters Score -366657.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7606 members 
Mstep: Class 3 contains 40354 members 
Mstep: Class 4 contains 11190 members 
Mstep: Class 5 contains 22575 members 
Mstep: Class 6 contains 8297 members 
Mstep: Class 7 contains 14875 members 
Mstep: Class 8 contains 10871 members 
Mstep: Class 9 contains 5703 members 
Mstep: Class 10 contains 126857 members 
Mstep: Class 11 contains 3758 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 114579 members 
Mstep: Class 16 contains 80912 members 
Mstep: Class 17 contains 124492 members 
Mstep: Class 18 contains 32585 members 
Mstep: Class 19 contains 3965 members 
Mstep: Class 20 contains 6792 members 
Mstep: Class 21 contains 9051 members 
Mstep: Class 22 contains 68898 members 
Mstep: Class 23 contains 2840 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 39155 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 3259 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27912 members 
Mstep: Class 30 contains 59840 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1797 members 
Mstep: Class 33 contains 1769 members 
Mstep: Class 34 contains 1984 members 
Mstep: Class 35 contains 1358 members 
Mstep: Class 36 contains 8053 members 
Mstep: Class 37 contains 1335 members 
Mstep: Class 38 contains 8819 members 
Mstep: Class 39 contains 4344 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13547 members 
Mstep: Class 42 contains 6981 members 
Mstep: Class 43 contains 722 members 
Mstep: Class 44 contains 4072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84456504.000000 Penalty: 100714.671875
Iteration 239Q: 46 clusters Score -8.44565e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51699 members 
Mstep: Class 2 contains 7592 members 
Mstep: Class 3 contains 40355 members 
Mstep: Class 4 contains 11370 members 
Mstep: Class 5 contains 22577 members 
Mstep: Class 6 contains 8297 members 
Mstep: Class 7 contains 14875 members 
Mstep: Class 8 contains 10867 members 
Mstep: Class 9 contains 5726 members 
Mstep: Class 10 contains 126849 members 
Mstep: Class 11 contains 3841 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3351 members 
Mstep: Class 15 contains 114577 members 
Mstep: Class 16 contains 80775 members 
Mstep: Class 17 contains 124506 members 
Mstep: Class 18 contains 32546 members 
Mstep: Class 19 contains 3969 members 
Mstep: Class 20 contains 6777 members 
Mstep: Class 21 contains 9049 members 
Mstep: Class 22 contains 68894 members 
Mstep: Class 23 contains 2840 members 
Mstep: Class 24 contains 541 members 
Mstep: Class 25 contains 39152 members 
Mstep: Class 26 contains 1003 members 
Mstep: Class 27 contains 3254 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27910 members 
Mstep: Class 30 contains 59838 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1799 members 
Mstep: Class 33 contains 1769 members 
Mstep: Class 34 contains 1984 members 
Mstep: Class 35 contains 1358 members 
Mstep: Class 36 contains 8059 members 
Mstep: Class 37 contains 1334 members 
Mstep: Class 38 contains 8824 members 
Mstep: Class 39 contains 4344 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13555 members 
Mstep: Class 42 contains 6980 members 
Mstep: Class 43 contains 734 members 
Mstep: Class 44 contains 4074 members 
Mstep: Class 45 contains 14023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84456656.000000 Penalty: 100714.671875
Iteration 240F: 46 clusters Score -8.445666e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51717 members 
Mstep: Class 2 contains 7584 members 
Mstep: Class 3 contains 40358 members 
Mstep: Class 4 contains 11510 members 
Mstep: Class 5 contains 22582 members 
Mstep: Class 6 contains 8298 members 
Mstep: Class 7 contains 14875 members 
Mstep: Class 8 contains 10864 members 
Mstep: Class 9 contains 5751 members 
Mstep: Class 10 contains 126852 members 
Mstep: Class 11 contains 3880 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 114569 members 
Mstep: Class 16 contains 80633 members 
Mstep: Class 17 contains 124526 members 
Mstep: Class 18 contains 32529 members 
Mstep: Class 19 contains 3965 members 
Mstep: Class 20 contains 6767 members 
Mstep: Class 21 contains 9041 members 
Mstep: Class 22 contains 68889 members 
Mstep: Class 23 contains 2840 members 
Mstep: Class 24 contains 541 members 
Mstep: Class 25 contains 39150 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 3252 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27909 members 
Mstep: Class 30 contains 59838 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1797 members 
Mstep: Class 33 contains 1769 members 
Mstep: Class 34 contains 1984 members 
Mstep: Class 35 contains 1358 members 
Mstep: Class 36 contains 8062 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8822 members 
Mstep: Class 39 contains 4342 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13558 members 
Mstep: Class 42 contains 6975 members 
Mstep: Class 43 contains 730 members 
Mstep: Class 44 contains 4077 members 
Mstep: Class 45 contains 13983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84456680.000000 Penalty: 100714.671875
Iteration 241Q: 46 clusters Score -8.445668e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51746 members 
Mstep: Class 2 contains 7572 members 
Mstep: Class 3 contains 40358 members 
Mstep: Class 4 contains 11622 members 
Mstep: Class 5 contains 22580 members 
Mstep: Class 6 contains 8303 members 
Mstep: Class 7 contains 14876 members 
Mstep: Class 8 contains 10860 members 
Mstep: Class 9 contains 5778 members 
Mstep: Class 10 contains 126857 members 
Mstep: Class 11 contains 3912 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 114567 members 
Mstep: Class 16 contains 80519 members 
Mstep: Class 17 contains 124533 members 
Mstep: Class 18 contains 32509 members 
Mstep: Class 19 contains 3965 members 
Mstep: Class 20 contains 6758 members 
Mstep: Class 21 contains 9035 members 
Mstep: Class 22 contains 68883 members 
Mstep: Class 23 contains 2840 members 
Mstep: Class 24 contains 541 members 
Mstep: Class 25 contains 39146 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 3246 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27911 members 
Mstep: Class 30 contains 59839 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1797 members 
Mstep: Class 33 contains 1769 members 
Mstep: Class 34 contains 1985 members 
Mstep: Class 35 contains 1358 members 
Mstep: Class 36 contains 8068 members 
Mstep: Class 37 contains 1334 members 
Mstep: Class 38 contains 8824 members 
Mstep: Class 39 contains 4340 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13561 members 
Mstep: Class 42 contains 6976 members 
Mstep: Class 43 contains 731 members 
Mstep: Class 44 contains 4081 members 
Mstep: Class 45 contains 13919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84456664.000000 Penalty: 100714.671875
Iteration 242Q: 46 clusters Score -8.445666e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51766 members 
Mstep: Class 2 contains 7563 members 
Mstep: Class 3 contains 40357 members 
Mstep: Class 4 contains 11745 members 
Mstep: Class 5 contains 22576 members 
Mstep: Class 6 contains 8308 members 
Mstep: Class 7 contains 14875 members 
Mstep: Class 8 contains 10862 members 
Mstep: Class 9 contains 5792 members 
Mstep: Class 10 contains 126851 members 
Mstep: Class 11 contains 3944 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 114570 members 
Mstep: Class 16 contains 80399 members 
Mstep: Class 17 contains 124550 members 
Mstep: Class 18 contains 32476 members 
Mstep: Class 19 contains 3972 members 
Mstep: Class 20 contains 6747 members 
Mstep: Class 21 contains 9034 members 
Mstep: Class 22 contains 68891 members 
Mstep: Class 23 contains 2842 members 
Mstep: Class 24 contains 541 members 
Mstep: Class 25 contains 39147 members 
Mstep: Class 26 contains 1019 members 
Mstep: Class 27 contains 3238 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27908 members 
Mstep: Class 30 contains 59836 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1797 members 
Mstep: Class 33 contains 1769 members 
Mstep: Class 34 contains 1985 members 
Mstep: Class 35 contains 1358 members 
Mstep: Class 36 contains 8065 members 
Mstep: Class 37 contains 1335 members 
Mstep: Class 38 contains 8831 members 
Mstep: Class 39 contains 4340 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13571 members 
Mstep: Class 42 contains 6976 members 
Mstep: Class 43 contains 728 members 
Mstep: Class 44 contains 4082 members 
Mstep: Class 45 contains 13868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84456624.000000 Penalty: 100714.671875
Iteration 243Q: 46 clusters Score -8.445662e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51775 members 
Mstep: Class 2 contains 7555 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 11866 members 
Mstep: Class 5 contains 22576 members 
Mstep: Class 6 contains 8306 members 
Mstep: Class 7 contains 14877 members 
Mstep: Class 8 contains 10862 members 
Mstep: Class 9 contains 5801 members 
Mstep: Class 10 contains 126855 members 
Mstep: Class 11 contains 3984 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 114568 members 
Mstep: Class 16 contains 80272 members 
Mstep: Class 17 contains 124572 members 
Mstep: Class 18 contains 32457 members 
Mstep: Class 19 contains 3976 members 
Mstep: Class 20 contains 6739 members 
Mstep: Class 21 contains 9029 members 
Mstep: Class 22 contains 68884 members 
Mstep: Class 23 contains 2843 members 
Mstep: Class 24 contains 541 members 
Mstep: Class 25 contains 39146 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 3234 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27906 members 
Mstep: Class 30 contains 59834 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1799 members 
Mstep: Class 33 contains 1769 members 
Mstep: Class 34 contains 1985 members 
Mstep: Class 35 contains 1357 members 
Mstep: Class 36 contains 8066 members 
Mstep: Class 37 contains 1333 members 
Mstep: Class 38 contains 8839 members 
Mstep: Class 39 contains 4339 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13584 members 
Mstep: Class 42 contains 6976 members 
Mstep: Class 43 contains 725 members 
Mstep: Class 44 contains 4083 members 
Mstep: Class 45 contains 13820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84456840.000000 Penalty: 100714.671875
Iteration 244Q: 46 clusters Score -8.445684e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51777 members 
Mstep: Class 2 contains 7541 members 
Mstep: Class 3 contains 40362 members 
Mstep: Class 4 contains 11992 members 
Mstep: Class 5 contains 22566 members 
Mstep: Class 6 contains 8307 members 
Mstep: Class 7 contains 14879 members 
Mstep: Class 8 contains 10859 members 
Mstep: Class 9 contains 5814 members 
Mstep: Class 10 contains 126856 members 
Mstep: Class 11 contains 4021 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 114569 members 
Mstep: Class 16 contains 80158 members 
Mstep: Class 17 contains 124593 members 
Mstep: Class 18 contains 32433 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 6731 members 
Mstep: Class 21 contains 9030 members 
Mstep: Class 22 contains 68887 members 
Mstep: Class 23 contains 2845 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 39143 members 
Mstep: Class 26 contains 1022 members 
Mstep: Class 27 contains 3230 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27905 members 
Mstep: Class 30 contains 59833 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1799 members 
Mstep: Class 33 contains 1769 members 
Mstep: Class 34 contains 1985 members 
Mstep: Class 35 contains 1356 members 
Mstep: Class 36 contains 8061 members 
Mstep: Class 37 contains 1333 members 
Mstep: Class 38 contains 8848 members 
Mstep: Class 39 contains 4339 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13589 members 
Mstep: Class 42 contains 6974 members 
Mstep: Class 43 contains 720 members 
Mstep: Class 44 contains 4083 members 
Mstep: Class 45 contains 13783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84456960.000000 Penalty: 100714.671875
Iteration 245Q: 46 clusters Score -8.445696e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51786 members 
Mstep: Class 2 contains 7530 members 
Mstep: Class 3 contains 40363 members 
Mstep: Class 4 contains 12128 members 
Mstep: Class 5 contains 22562 members 
Mstep: Class 6 contains 8307 members 
Mstep: Class 7 contains 14876 members 
Mstep: Class 8 contains 10856 members 
Mstep: Class 9 contains 5832 members 
Mstep: Class 10 contains 126851 members 
Mstep: Class 11 contains 4060 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3354 members 
Mstep: Class 15 contains 114568 members 
Mstep: Class 16 contains 80038 members 
Mstep: Class 17 contains 124605 members 
Mstep: Class 18 contains 32406 members 
Mstep: Class 19 contains 3982 members 
Mstep: Class 20 contains 6727 members 
Mstep: Class 21 contains 9025 members 
Mstep: Class 22 contains 68886 members 
Mstep: Class 23 contains 2846 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 39143 members 
Mstep: Class 26 contains 1025 members 
Mstep: Class 27 contains 3226 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27904 members 
Mstep: Class 30 contains 59833 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1799 members 
Mstep: Class 33 contains 1769 members 
Mstep: Class 34 contains 1984 members 
Mstep: Class 35 contains 1356 members 
Mstep: Class 36 contains 8053 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8860 members 
Mstep: Class 39 contains 4338 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13597 members 
Mstep: Class 42 contains 6977 members 
Mstep: Class 43 contains 718 members 
Mstep: Class 44 contains 4084 members 
Mstep: Class 45 contains 13736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84456960.000000 Penalty: 100714.671875
Iteration 246Q: 46 clusters Score -8.445696e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51803 members 
Mstep: Class 2 contains 7519 members 
Mstep: Class 3 contains 40362 members 
Mstep: Class 4 contains 12255 members 
Mstep: Class 5 contains 22554 members 
Mstep: Class 6 contains 8306 members 
Mstep: Class 7 contains 14875 members 
Mstep: Class 8 contains 10855 members 
Mstep: Class 9 contains 5849 members 
Mstep: Class 10 contains 126847 members 
Mstep: Class 11 contains 4089 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3354 members 
Mstep: Class 15 contains 114560 members 
Mstep: Class 16 contains 79926 members 
Mstep: Class 17 contains 124621 members 
Mstep: Class 18 contains 32390 members 
Mstep: Class 19 contains 3985 members 
Mstep: Class 20 contains 6724 members 
Mstep: Class 21 contains 9024 members 
Mstep: Class 22 contains 68884 members 
Mstep: Class 23 contains 2849 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 39141 members 
Mstep: Class 26 contains 1022 members 
Mstep: Class 27 contains 3223 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27908 members 
Mstep: Class 30 contains 59831 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1800 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1984 members 
Mstep: Class 35 contains 1356 members 
Mstep: Class 36 contains 8054 members 
Mstep: Class 37 contains 1330 members 
Mstep: Class 38 contains 8867 members 
Mstep: Class 39 contains 4336 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13598 members 
Mstep: Class 42 contains 6977 members 
Mstep: Class 43 contains 713 members 
Mstep: Class 44 contains 4085 members 
Mstep: Class 45 contains 13696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457208.000000 Penalty: 100714.671875
Iteration 247Q: 46 clusters Score -8.445721e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51816 members 
Mstep: Class 2 contains 7500 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 12370 members 
Mstep: Class 5 contains 22549 members 
Mstep: Class 6 contains 8305 members 
Mstep: Class 7 contains 14875 members 
Mstep: Class 8 contains 10863 members 
Mstep: Class 9 contains 5870 members 
Mstep: Class 10 contains 126842 members 
Mstep: Class 11 contains 4123 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 114560 members 
Mstep: Class 16 contains 79840 members 
Mstep: Class 17 contains 124623 members 
Mstep: Class 18 contains 32363 members 
Mstep: Class 19 contains 3985 members 
Mstep: Class 20 contains 6726 members 
Mstep: Class 21 contains 9024 members 
Mstep: Class 22 contains 68874 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 39139 members 
Mstep: Class 26 contains 1024 members 
Mstep: Class 27 contains 3222 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27911 members 
Mstep: Class 30 contains 59832 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1801 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1983 members 
Mstep: Class 35 contains 1357 members 
Mstep: Class 36 contains 8055 members 
Mstep: Class 37 contains 1329 members 
Mstep: Class 38 contains 8870 members 
Mstep: Class 39 contains 4334 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13598 members 
Mstep: Class 42 contains 6976 members 
Mstep: Class 43 contains 715 members 
Mstep: Class 44 contains 4087 members 
Mstep: Class 45 contains 13648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457104.000000 Penalty: 100714.671875
Iteration 248Q: 46 clusters Score -8.44571e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51828 members 
Mstep: Class 2 contains 7491 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 12480 members 
Mstep: Class 5 contains 22548 members 
Mstep: Class 6 contains 8303 members 
Mstep: Class 7 contains 14876 members 
Mstep: Class 8 contains 10873 members 
Mstep: Class 9 contains 5881 members 
Mstep: Class 10 contains 126833 members 
Mstep: Class 11 contains 4156 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3350 members 
Mstep: Class 15 contains 114561 members 
Mstep: Class 16 contains 79764 members 
Mstep: Class 17 contains 124625 members 
Mstep: Class 18 contains 32347 members 
Mstep: Class 19 contains 3982 members 
Mstep: Class 20 contains 6721 members 
Mstep: Class 21 contains 9017 members 
Mstep: Class 22 contains 68859 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 39137 members 
Mstep: Class 26 contains 1024 members 
Mstep: Class 27 contains 3221 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27910 members 
Mstep: Class 30 contains 59830 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1801 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1983 members 
Mstep: Class 35 contains 1357 members 
Mstep: Class 36 contains 8055 members 
Mstep: Class 37 contains 1329 members 
Mstep: Class 38 contains 8878 members 
Mstep: Class 39 contains 4332 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13600 members 
Mstep: Class 42 contains 6976 members 
Mstep: Class 43 contains 714 members 
Mstep: Class 44 contains 4091 members 
Mstep: Class 45 contains 13607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457184.000000 Penalty: 100714.671875
Iteration 249Q: 46 clusters Score -8.445718e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51840 members 
Mstep: Class 2 contains 7482 members 
Mstep: Class 3 contains 40362 members 
Mstep: Class 4 contains 12570 members 
Mstep: Class 5 contains 22554 members 
Mstep: Class 6 contains 8304 members 
Mstep: Class 7 contains 14881 members 
Mstep: Class 8 contains 10878 members 
Mstep: Class 9 contains 5892 members 
Mstep: Class 10 contains 126824 members 
Mstep: Class 11 contains 4188 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3350 members 
Mstep: Class 15 contains 114555 members 
Mstep: Class 16 contains 79698 members 
Mstep: Class 17 contains 124635 members 
Mstep: Class 18 contains 32333 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6712 members 
Mstep: Class 21 contains 9016 members 
Mstep: Class 22 contains 68856 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 39134 members 
Mstep: Class 26 contains 1025 members 
Mstep: Class 27 contains 3220 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27902 members 
Mstep: Class 30 contains 59830 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1803 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1983 members 
Mstep: Class 35 contains 1357 members 
Mstep: Class 36 contains 8051 members 
Mstep: Class 37 contains 1328 members 
Mstep: Class 38 contains 8885 members 
Mstep: Class 39 contains 4329 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13602 members 
Mstep: Class 42 contains 6974 members 
Mstep: Class 43 contains 706 members 
Mstep: Class 44 contains 4092 members 
Mstep: Class 45 contains 13567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457248.000000 Penalty: 100714.671875
Iteration 250Q: 46 clusters Score -8.445725e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51843 members 
Mstep: Class 2 contains 7477 members 
Mstep: Class 3 contains 40363 members 
Mstep: Class 4 contains 12634 members 
Mstep: Class 5 contains 22557 members 
Mstep: Class 6 contains 8300 members 
Mstep: Class 7 contains 14882 members 
Mstep: Class 8 contains 10886 members 
Mstep: Class 9 contains 5906 members 
Mstep: Class 10 contains 126818 members 
Mstep: Class 11 contains 4215 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3350 members 
Mstep: Class 15 contains 114551 members 
Mstep: Class 16 contains 79642 members 
Mstep: Class 17 contains 124646 members 
Mstep: Class 18 contains 32330 members 
Mstep: Class 19 contains 3981 members 
Mstep: Class 20 contains 6704 members 
Mstep: Class 21 contains 9015 members 
Mstep: Class 22 contains 68848 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 39129 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 3220 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27897 members 
Mstep: Class 30 contains 59830 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1805 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1983 members 
Mstep: Class 35 contains 1357 members 
Mstep: Class 36 contains 8044 members 
Mstep: Class 37 contains 1328 members 
Mstep: Class 38 contains 8889 members 
Mstep: Class 39 contains 4326 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13608 members 
Mstep: Class 42 contains 6973 members 
Mstep: Class 43 contains 707 members 
Mstep: Class 44 contains 4095 members 
Mstep: Class 45 contains 13536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457144.000000 Penalty: 100714.671875
Iteration 251Q: 46 clusters Score -8.445714e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51851 members 
Mstep: Class 2 contains 7472 members 
Mstep: Class 3 contains 40362 members 
Mstep: Class 4 contains 12685 members 
Mstep: Class 5 contains 22558 members 
Mstep: Class 6 contains 8301 members 
Mstep: Class 7 contains 14883 members 
Mstep: Class 8 contains 10893 members 
Mstep: Class 9 contains 5922 members 
Mstep: Class 10 contains 126811 members 
Mstep: Class 11 contains 4236 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3350 members 
Mstep: Class 15 contains 114546 members 
Mstep: Class 16 contains 79595 members 
Mstep: Class 17 contains 124648 members 
Mstep: Class 18 contains 32326 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 6695 members 
Mstep: Class 21 contains 9016 members 
Mstep: Class 22 contains 68844 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 39128 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 3220 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27895 members 
Mstep: Class 30 contains 59829 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1806 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1983 members 
Mstep: Class 35 contains 1357 members 
Mstep: Class 36 contains 8040 members 
Mstep: Class 37 contains 1327 members 
Mstep: Class 38 contains 8889 members 
Mstep: Class 39 contains 4323 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13616 members 
Mstep: Class 42 contains 6975 members 
Mstep: Class 43 contains 705 members 
Mstep: Class 44 contains 4097 members 
Mstep: Class 45 contains 13509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457296.000000 Penalty: 100714.671875
Iteration 252Q: 46 clusters Score -8.44573e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51858 members 
Mstep: Class 2 contains 7463 members 
Mstep: Class 3 contains 40363 members 
Mstep: Class 4 contains 12743 members 
Mstep: Class 5 contains 22561 members 
Mstep: Class 6 contains 8299 members 
Mstep: Class 7 contains 14885 members 
Mstep: Class 8 contains 10897 members 
Mstep: Class 9 contains 5945 members 
Mstep: Class 10 contains 126805 members 
Mstep: Class 11 contains 4253 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3351 members 
Mstep: Class 15 contains 114540 members 
Mstep: Class 16 contains 79543 members 
Mstep: Class 17 contains 124647 members 
Mstep: Class 18 contains 32323 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 6689 members 
Mstep: Class 21 contains 9017 members 
Mstep: Class 22 contains 68839 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 39126 members 
Mstep: Class 26 contains 1027 members 
Mstep: Class 27 contains 3220 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27898 members 
Mstep: Class 30 contains 59828 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1806 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1983 members 
Mstep: Class 35 contains 1357 members 
Mstep: Class 36 contains 8035 members 
Mstep: Class 37 contains 1328 members 
Mstep: Class 38 contains 8887 members 
Mstep: Class 39 contains 4319 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13622 members 
Mstep: Class 42 contains 6973 members 
Mstep: Class 43 contains 705 members 
Mstep: Class 44 contains 4100 members 
Mstep: Class 45 contains 13486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457320.000000 Penalty: 100714.671875
Iteration 253Q: 46 clusters Score -8.445732e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 7456 members 
Mstep: Class 3 contains 40366 members 
Mstep: Class 4 contains 12799 members 
Mstep: Class 5 contains 22562 members 
Mstep: Class 6 contains 8294 members 
Mstep: Class 7 contains 14886 members 
Mstep: Class 8 contains 10896 members 
Mstep: Class 9 contains 5960 members 
Mstep: Class 10 contains 126793 members 
Mstep: Class 11 contains 4272 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 114543 members 
Mstep: Class 16 contains 79516 members 
Mstep: Class 17 contains 124648 members 
Mstep: Class 18 contains 32309 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 6687 members 
Mstep: Class 21 contains 9016 members 
Mstep: Class 22 contains 68827 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 39125 members 
Mstep: Class 26 contains 1027 members 
Mstep: Class 27 contains 3220 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27899 members 
Mstep: Class 30 contains 59829 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1806 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1983 members 
Mstep: Class 35 contains 1357 members 
Mstep: Class 36 contains 8032 members 
Mstep: Class 37 contains 1326 members 
Mstep: Class 38 contains 8886 members 
Mstep: Class 39 contains 4316 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13623 members 
Mstep: Class 42 contains 6975 members 
Mstep: Class 43 contains 708 members 
Mstep: Class 44 contains 4101 members 
Mstep: Class 45 contains 13463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457456.000000 Penalty: 100714.671875
Iteration 254Q: 46 clusters Score -8.445746e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51870 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 40367 members 
Mstep: Class 4 contains 12842 members 
Mstep: Class 5 contains 22557 members 
Mstep: Class 6 contains 8295 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 10897 members 
Mstep: Class 9 contains 5970 members 
Mstep: Class 10 contains 126786 members 
Mstep: Class 11 contains 4293 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 114548 members 
Mstep: Class 16 contains 79479 members 
Mstep: Class 17 contains 124648 members 
Mstep: Class 18 contains 32308 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 6687 members 
Mstep: Class 21 contains 9016 members 
Mstep: Class 22 contains 68815 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 39126 members 
Mstep: Class 26 contains 1027 members 
Mstep: Class 27 contains 3220 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27896 members 
Mstep: Class 30 contains 59828 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1806 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1983 members 
Mstep: Class 35 contains 1357 members 
Mstep: Class 36 contains 8033 members 
Mstep: Class 37 contains 1329 members 
Mstep: Class 38 contains 8888 members 
Mstep: Class 39 contains 4312 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13625 members 
Mstep: Class 42 contains 6975 members 
Mstep: Class 43 contains 711 members 
Mstep: Class 44 contains 4102 members 
Mstep: Class 45 contains 13436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457456.000000 Penalty: 100714.671875
Iteration 255Q: 46 clusters Score -8.445746e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51873 members 
Mstep: Class 2 contains 7443 members 
Mstep: Class 3 contains 40365 members 
Mstep: Class 4 contains 12886 members 
Mstep: Class 5 contains 22554 members 
Mstep: Class 6 contains 8296 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 10898 members 
Mstep: Class 9 contains 5991 members 
Mstep: Class 10 contains 126785 members 
Mstep: Class 11 contains 4305 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 114549 members 
Mstep: Class 16 contains 79443 members 
Mstep: Class 17 contains 124638 members 
Mstep: Class 18 contains 32305 members 
Mstep: Class 19 contains 3981 members 
Mstep: Class 20 contains 6691 members 
Mstep: Class 21 contains 9015 members 
Mstep: Class 22 contains 68811 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 39124 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27891 members 
Mstep: Class 30 contains 59827 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1806 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1982 members 
Mstep: Class 35 contains 1357 members 
Mstep: Class 36 contains 8031 members 
Mstep: Class 37 contains 1327 members 
Mstep: Class 38 contains 8890 members 
Mstep: Class 39 contains 4308 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13630 members 
Mstep: Class 42 contains 6976 members 
Mstep: Class 43 contains 713 members 
Mstep: Class 44 contains 4103 members 
Mstep: Class 45 contains 13420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457464.000000 Penalty: 100714.671875
Iteration 256Q: 46 clusters Score -8.445746e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51880 members 
Mstep: Class 2 contains 7439 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 12914 members 
Mstep: Class 5 contains 22555 members 
Mstep: Class 6 contains 8295 members 
Mstep: Class 7 contains 14886 members 
Mstep: Class 8 contains 10900 members 
Mstep: Class 9 contains 6006 members 
Mstep: Class 10 contains 126777 members 
Mstep: Class 11 contains 4315 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3356 members 
Mstep: Class 15 contains 114548 members 
Mstep: Class 16 contains 79413 members 
Mstep: Class 17 contains 124642 members 
Mstep: Class 18 contains 32310 members 
Mstep: Class 19 contains 3981 members 
Mstep: Class 20 contains 6693 members 
Mstep: Class 21 contains 9013 members 
Mstep: Class 22 contains 68800 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 39118 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27893 members 
Mstep: Class 30 contains 59827 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1805 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1982 members 
Mstep: Class 35 contains 1358 members 
Mstep: Class 36 contains 8030 members 
Mstep: Class 37 contains 1325 members 
Mstep: Class 38 contains 8893 members 
Mstep: Class 39 contains 4305 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13638 members 
Mstep: Class 42 contains 6977 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4103 members 
Mstep: Class 45 contains 13404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457408.000000 Penalty: 100714.671875
Iteration 257Q: 46 clusters Score -8.445741e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51888 members 
Mstep: Class 2 contains 7438 members 
Mstep: Class 3 contains 40358 members 
Mstep: Class 4 contains 12945 members 
Mstep: Class 5 contains 22553 members 
Mstep: Class 6 contains 8292 members 
Mstep: Class 7 contains 14886 members 
Mstep: Class 8 contains 10903 members 
Mstep: Class 9 contains 6020 members 
Mstep: Class 10 contains 126778 members 
Mstep: Class 11 contains 4322 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114546 members 
Mstep: Class 16 contains 79378 members 
Mstep: Class 17 contains 124647 members 
Mstep: Class 18 contains 32301 members 
Mstep: Class 19 contains 3982 members 
Mstep: Class 20 contains 6692 members 
Mstep: Class 21 contains 9009 members 
Mstep: Class 22 contains 68794 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 39119 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27893 members 
Mstep: Class 30 contains 59827 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1806 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1982 members 
Mstep: Class 35 contains 1358 members 
Mstep: Class 36 contains 8033 members 
Mstep: Class 37 contains 1325 members 
Mstep: Class 38 contains 8895 members 
Mstep: Class 39 contains 4304 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13638 members 
Mstep: Class 42 contains 6979 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4103 members 
Mstep: Class 45 contains 13390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457376.000000 Penalty: 100714.671875
Iteration 258Q: 46 clusters Score -8.445738e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51895 members 
Mstep: Class 2 contains 7434 members 
Mstep: Class 3 contains 40358 members 
Mstep: Class 4 contains 12965 members 
Mstep: Class 5 contains 22555 members 
Mstep: Class 6 contains 8289 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 10906 members 
Mstep: Class 9 contains 6033 members 
Mstep: Class 10 contains 126775 members 
Mstep: Class 11 contains 4328 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3359 members 
Mstep: Class 15 contains 114545 members 
Mstep: Class 16 contains 79339 members 
Mstep: Class 17 contains 124653 members 
Mstep: Class 18 contains 32305 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6691 members 
Mstep: Class 21 contains 9001 members 
Mstep: Class 22 contains 68788 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 39117 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27900 members 
Mstep: Class 30 contains 59827 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1806 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1982 members 
Mstep: Class 35 contains 1357 members 
Mstep: Class 36 contains 8038 members 
Mstep: Class 37 contains 1326 members 
Mstep: Class 38 contains 8896 members 
Mstep: Class 39 contains 4303 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13642 members 
Mstep: Class 42 contains 6979 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4103 members 
Mstep: Class 45 contains 13377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457352.000000 Penalty: 100714.671875
Iteration 259Q: 46 clusters Score -8.445735e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51898 members 
Mstep: Class 2 contains 7429 members 
Mstep: Class 3 contains 40356 members 
Mstep: Class 4 contains 12987 members 
Mstep: Class 5 contains 22555 members 
Mstep: Class 6 contains 8288 members 
Mstep: Class 7 contains 14888 members 
Mstep: Class 8 contains 10909 members 
Mstep: Class 9 contains 6039 members 
Mstep: Class 10 contains 126776 members 
Mstep: Class 11 contains 4336 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114547 members 
Mstep: Class 16 contains 79307 members 
Mstep: Class 17 contains 124663 members 
Mstep: Class 18 contains 32299 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6690 members 
Mstep: Class 21 contains 8999 members 
Mstep: Class 22 contains 68778 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39117 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27901 members 
Mstep: Class 30 contains 59828 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1806 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1982 members 
Mstep: Class 35 contains 1358 members 
Mstep: Class 36 contains 8044 members 
Mstep: Class 37 contains 1327 members 
Mstep: Class 38 contains 8897 members 
Mstep: Class 39 contains 4303 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13646 members 
Mstep: Class 42 contains 6980 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4103 members 
Mstep: Class 45 contains 13366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457408.000000 Penalty: 100714.671875
Iteration 260F: 46 clusters Score -8.445741e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51902 members 
Mstep: Class 2 contains 7424 members 
Mstep: Class 3 contains 40356 members 
Mstep: Class 4 contains 13013 members 
Mstep: Class 5 contains 22555 members 
Mstep: Class 6 contains 8287 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 10914 members 
Mstep: Class 9 contains 6048 members 
Mstep: Class 10 contains 126775 members 
Mstep: Class 11 contains 4342 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114545 members 
Mstep: Class 16 contains 79278 members 
Mstep: Class 17 contains 124679 members 
Mstep: Class 18 contains 32292 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6687 members 
Mstep: Class 21 contains 8998 members 
Mstep: Class 22 contains 68773 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 39117 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27895 members 
Mstep: Class 30 contains 59829 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1806 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1982 members 
Mstep: Class 35 contains 1359 members 
Mstep: Class 36 contains 8043 members 
Mstep: Class 37 contains 1329 members 
Mstep: Class 38 contains 8898 members 
Mstep: Class 39 contains 4303 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13648 members 
Mstep: Class 42 contains 6980 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4103 members 
Mstep: Class 45 contains 13356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457528.000000 Penalty: 100714.671875
Iteration 261Q: 46 clusters Score -8.445753e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51904 members 
Mstep: Class 2 contains 7423 members 
Mstep: Class 3 contains 40358 members 
Mstep: Class 4 contains 13049 members 
Mstep: Class 5 contains 22555 members 
Mstep: Class 6 contains 8287 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 10918 members 
Mstep: Class 9 contains 6057 members 
Mstep: Class 10 contains 126771 members 
Mstep: Class 11 contains 4348 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114546 members 
Mstep: Class 16 contains 79239 members 
Mstep: Class 17 contains 124689 members 
Mstep: Class 18 contains 32281 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6686 members 
Mstep: Class 21 contains 8997 members 
Mstep: Class 22 contains 68763 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39117 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27890 members 
Mstep: Class 30 contains 59828 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1806 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1982 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8046 members 
Mstep: Class 37 contains 1329 members 
Mstep: Class 38 contains 8901 members 
Mstep: Class 39 contains 4304 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13649 members 
Mstep: Class 42 contains 6981 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4103 members 
Mstep: Class 45 contains 13347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457504.000000 Penalty: 100714.671875
Iteration 262Q: 46 clusters Score -8.44575e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51904 members 
Mstep: Class 2 contains 7423 members 
Mstep: Class 3 contains 40359 members 
Mstep: Class 4 contains 13086 members 
Mstep: Class 5 contains 22548 members 
Mstep: Class 6 contains 8287 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 10917 members 
Mstep: Class 9 contains 6066 members 
Mstep: Class 10 contains 126771 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3357 members 
Mstep: Class 15 contains 114547 members 
Mstep: Class 16 contains 79205 members 
Mstep: Class 17 contains 124703 members 
Mstep: Class 18 contains 32269 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6680 members 
Mstep: Class 21 contains 8994 members 
Mstep: Class 22 contains 68760 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39117 members 
Mstep: Class 26 contains 1030 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27890 members 
Mstep: Class 30 contains 59827 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1805 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1982 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8047 members 
Mstep: Class 37 contains 1329 members 
Mstep: Class 38 contains 8902 members 
Mstep: Class 39 contains 4304 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13653 members 
Mstep: Class 42 contains 6981 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4103 members 
Mstep: Class 45 contains 13342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457520.000000 Penalty: 100714.671875
Iteration 263Q: 46 clusters Score -8.445752e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51907 members 
Mstep: Class 2 contains 7423 members 
Mstep: Class 3 contains 40357 members 
Mstep: Class 4 contains 13104 members 
Mstep: Class 5 contains 22544 members 
Mstep: Class 6 contains 8287 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 10917 members 
Mstep: Class 9 contains 6081 members 
Mstep: Class 10 contains 126762 members 
Mstep: Class 11 contains 4357 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3357 members 
Mstep: Class 15 contains 114546 members 
Mstep: Class 16 contains 79187 members 
Mstep: Class 17 contains 124712 members 
Mstep: Class 18 contains 32256 members 
Mstep: Class 19 contains 3984 members 
Mstep: Class 20 contains 6678 members 
Mstep: Class 21 contains 8994 members 
Mstep: Class 22 contains 68764 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39116 members 
Mstep: Class 26 contains 1031 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27892 members 
Mstep: Class 30 contains 59827 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1805 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1982 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8047 members 
Mstep: Class 37 contains 1329 members 
Mstep: Class 38 contains 8903 members 
Mstep: Class 39 contains 4305 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13652 members 
Mstep: Class 42 contains 6981 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4103 members 
Mstep: Class 45 contains 13334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457408.000000 Penalty: 100714.671875
Iteration 264Q: 46 clusters Score -8.445741e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51909 members 
Mstep: Class 2 contains 7423 members 
Mstep: Class 3 contains 40356 members 
Mstep: Class 4 contains 13117 members 
Mstep: Class 5 contains 22545 members 
Mstep: Class 6 contains 8286 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 10920 members 
Mstep: Class 9 contains 6097 members 
Mstep: Class 10 contains 126760 members 
Mstep: Class 11 contains 4359 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3357 members 
Mstep: Class 15 contains 114549 members 
Mstep: Class 16 contains 79160 members 
Mstep: Class 17 contains 124728 members 
Mstep: Class 18 contains 32236 members 
Mstep: Class 19 contains 3986 members 
Mstep: Class 20 contains 6676 members 
Mstep: Class 21 contains 8993 members 
Mstep: Class 22 contains 68766 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39117 members 
Mstep: Class 26 contains 1030 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27892 members 
Mstep: Class 30 contains 59825 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1805 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1982 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8047 members 
Mstep: Class 37 contains 1330 members 
Mstep: Class 38 contains 8904 members 
Mstep: Class 39 contains 4305 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13650 members 
Mstep: Class 42 contains 6981 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4103 members 
Mstep: Class 45 contains 13330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457456.000000 Penalty: 100714.671875
Iteration 265Q: 46 clusters Score -8.445746e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51914 members 
Mstep: Class 2 contains 7423 members 
Mstep: Class 3 contains 40356 members 
Mstep: Class 4 contains 13126 members 
Mstep: Class 5 contains 22541 members 
Mstep: Class 6 contains 8288 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 10914 members 
Mstep: Class 9 contains 6127 members 
Mstep: Class 10 contains 126758 members 
Mstep: Class 11 contains 4358 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3357 members 
Mstep: Class 15 contains 114551 members 
Mstep: Class 16 contains 79133 members 
Mstep: Class 17 contains 124744 members 
Mstep: Class 18 contains 32221 members 
Mstep: Class 19 contains 3986 members 
Mstep: Class 20 contains 6675 members 
Mstep: Class 21 contains 8992 members 
Mstep: Class 22 contains 68763 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39118 members 
Mstep: Class 26 contains 1030 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27892 members 
Mstep: Class 30 contains 59824 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1805 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1982 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8049 members 
Mstep: Class 37 contains 1330 members 
Mstep: Class 38 contains 8904 members 
Mstep: Class 39 contains 4305 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13648 members 
Mstep: Class 42 contains 6981 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4103 members 
Mstep: Class 45 contains 13326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457440.000000 Penalty: 100714.671875
Iteration 266Q: 46 clusters Score -8.445744e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51915 members 
Mstep: Class 2 contains 7423 members 
Mstep: Class 3 contains 40356 members 
Mstep: Class 4 contains 13149 members 
Mstep: Class 5 contains 22537 members 
Mstep: Class 6 contains 8291 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 10909 members 
Mstep: Class 9 contains 6146 members 
Mstep: Class 10 contains 126759 members 
Mstep: Class 11 contains 4360 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3357 members 
Mstep: Class 15 contains 114556 members 
Mstep: Class 16 contains 79105 members 
Mstep: Class 17 contains 124754 members 
Mstep: Class 18 contains 32198 members 
Mstep: Class 19 contains 3986 members 
Mstep: Class 20 contains 6672 members 
Mstep: Class 21 contains 8990 members 
Mstep: Class 22 contains 68765 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39118 members 
Mstep: Class 26 contains 1030 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27893 members 
Mstep: Class 30 contains 59825 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1805 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1982 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8048 members 
Mstep: Class 37 contains 1330 members 
Mstep: Class 38 contains 8905 members 
Mstep: Class 39 contains 4305 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13647 members 
Mstep: Class 42 contains 6982 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4103 members 
Mstep: Class 45 contains 13323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457416.000000 Penalty: 100714.671875
Iteration 267Q: 46 clusters Score -8.445742e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51916 members 
Mstep: Class 2 contains 7421 members 
Mstep: Class 3 contains 40357 members 
Mstep: Class 4 contains 13159 members 
Mstep: Class 5 contains 22538 members 
Mstep: Class 6 contains 8292 members 
Mstep: Class 7 contains 14885 members 
Mstep: Class 8 contains 10903 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 126755 members 
Mstep: Class 11 contains 4364 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114554 members 
Mstep: Class 16 contains 79088 members 
Mstep: Class 17 contains 124768 members 
Mstep: Class 18 contains 32187 members 
Mstep: Class 19 contains 3986 members 
Mstep: Class 20 contains 6665 members 
Mstep: Class 21 contains 8990 members 
Mstep: Class 22 contains 68766 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39119 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27893 members 
Mstep: Class 30 contains 59824 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1805 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1982 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8048 members 
Mstep: Class 37 contains 1331 members 
Mstep: Class 38 contains 8907 members 
Mstep: Class 39 contains 4305 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13648 members 
Mstep: Class 42 contains 6982 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4103 members 
Mstep: Class 45 contains 13319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457616.000000 Penalty: 100714.671875
Iteration 268Q: 46 clusters Score -8.445762e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51918 members 
Mstep: Class 2 contains 7421 members 
Mstep: Class 3 contains 40358 members 
Mstep: Class 4 contains 13176 members 
Mstep: Class 5 contains 22538 members 
Mstep: Class 6 contains 8290 members 
Mstep: Class 7 contains 14884 members 
Mstep: Class 8 contains 10903 members 
Mstep: Class 9 contains 6183 members 
Mstep: Class 10 contains 126754 members 
Mstep: Class 11 contains 4366 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114556 members 
Mstep: Class 16 contains 79067 members 
Mstep: Class 17 contains 124775 members 
Mstep: Class 18 contains 32176 members 
Mstep: Class 19 contains 3986 members 
Mstep: Class 20 contains 6660 members 
Mstep: Class 21 contains 8990 members 
Mstep: Class 22 contains 68764 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39119 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27892 members 
Mstep: Class 30 contains 59824 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1805 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1982 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8045 members 
Mstep: Class 37 contains 1331 members 
Mstep: Class 38 contains 8908 members 
Mstep: Class 39 contains 4304 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13648 members 
Mstep: Class 42 contains 6983 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4103 members 
Mstep: Class 45 contains 13315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457608.000000 Penalty: 100714.671875
Iteration 269Q: 46 clusters Score -8.445761e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51919 members 
Mstep: Class 2 contains 7422 members 
Mstep: Class 3 contains 40357 members 
Mstep: Class 4 contains 13195 members 
Mstep: Class 5 contains 22537 members 
Mstep: Class 6 contains 8290 members 
Mstep: Class 7 contains 14884 members 
Mstep: Class 8 contains 10904 members 
Mstep: Class 9 contains 6192 members 
Mstep: Class 10 contains 126752 members 
Mstep: Class 11 contains 4367 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114559 members 
Mstep: Class 16 contains 79041 members 
Mstep: Class 17 contains 124782 members 
Mstep: Class 18 contains 32172 members 
Mstep: Class 19 contains 3986 members 
Mstep: Class 20 contains 6658 members 
Mstep: Class 21 contains 8990 members 
Mstep: Class 22 contains 68764 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39120 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27891 members 
Mstep: Class 30 contains 59824 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1805 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1982 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8042 members 
Mstep: Class 37 contains 1331 members 
Mstep: Class 38 contains 8909 members 
Mstep: Class 39 contains 4304 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13646 members 
Mstep: Class 42 contains 6983 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4103 members 
Mstep: Class 45 contains 13313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457544.000000 Penalty: 100714.671875
Iteration 270Q: 46 clusters Score -8.445754e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51918 members 
Mstep: Class 2 contains 7417 members 
Mstep: Class 3 contains 40359 members 
Mstep: Class 4 contains 13206 members 
Mstep: Class 5 contains 22532 members 
Mstep: Class 6 contains 8286 members 
Mstep: Class 7 contains 14884 members 
Mstep: Class 8 contains 10906 members 
Mstep: Class 9 contains 6200 members 
Mstep: Class 10 contains 126752 members 
Mstep: Class 11 contains 4368 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114559 members 
Mstep: Class 16 contains 79028 members 
Mstep: Class 17 contains 124789 members 
Mstep: Class 18 contains 32173 members 
Mstep: Class 19 contains 3986 members 
Mstep: Class 20 contains 6656 members 
Mstep: Class 21 contains 8990 members 
Mstep: Class 22 contains 68762 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39120 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27893 members 
Mstep: Class 30 contains 59824 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1805 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1982 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8043 members 
Mstep: Class 37 contains 1331 members 
Mstep: Class 38 contains 8908 members 
Mstep: Class 39 contains 4304 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13646 members 
Mstep: Class 42 contains 6980 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4104 members 
Mstep: Class 45 contains 13313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457520.000000 Penalty: 100714.671875
Iteration 271Q: 46 clusters Score -8.445752e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7415 members 
Mstep: Class 3 contains 40360 members 
Mstep: Class 4 contains 13213 members 
Mstep: Class 5 contains 22532 members 
Mstep: Class 6 contains 8284 members 
Mstep: Class 7 contains 14884 members 
Mstep: Class 8 contains 10906 members 
Mstep: Class 9 contains 6208 members 
Mstep: Class 10 contains 126749 members 
Mstep: Class 11 contains 4370 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114559 members 
Mstep: Class 16 contains 79003 members 
Mstep: Class 17 contains 124804 members 
Mstep: Class 18 contains 32175 members 
Mstep: Class 19 contains 3985 members 
Mstep: Class 20 contains 6656 members 
Mstep: Class 21 contains 8991 members 
Mstep: Class 22 contains 68759 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39119 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27893 members 
Mstep: Class 30 contains 59824 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1805 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1982 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8044 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8908 members 
Mstep: Class 39 contains 4304 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13646 members 
Mstep: Class 42 contains 6978 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4107 members 
Mstep: Class 45 contains 13312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457680.000000 Penalty: 100714.671875
Iteration 272Q: 46 clusters Score -8.445768e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7413 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 13219 members 
Mstep: Class 5 contains 22530 members 
Mstep: Class 6 contains 8285 members 
Mstep: Class 7 contains 14884 members 
Mstep: Class 8 contains 10904 members 
Mstep: Class 9 contains 6227 members 
Mstep: Class 10 contains 126750 members 
Mstep: Class 11 contains 4372 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114560 members 
Mstep: Class 16 contains 78971 members 
Mstep: Class 17 contains 124814 members 
Mstep: Class 18 contains 32173 members 
Mstep: Class 19 contains 3984 members 
Mstep: Class 20 contains 6656 members 
Mstep: Class 21 contains 8991 members 
Mstep: Class 22 contains 68756 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39118 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27897 members 
Mstep: Class 30 contains 59824 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1805 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1982 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8045 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8904 members 
Mstep: Class 39 contains 4304 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13646 members 
Mstep: Class 42 contains 6978 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4112 members 
Mstep: Class 45 contains 13310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457672.000000 Penalty: 100714.671875
Iteration 273Q: 46 clusters Score -8.445767e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7414 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 13231 members 
Mstep: Class 5 contains 22532 members 
Mstep: Class 6 contains 8285 members 
Mstep: Class 7 contains 14885 members 
Mstep: Class 8 contains 10903 members 
Mstep: Class 9 contains 6248 members 
Mstep: Class 10 contains 126750 members 
Mstep: Class 11 contains 4373 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114562 members 
Mstep: Class 16 contains 78941 members 
Mstep: Class 17 contains 124815 members 
Mstep: Class 18 contains 32171 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6655 members 
Mstep: Class 21 contains 8990 members 
Mstep: Class 22 contains 68755 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39117 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27896 members 
Mstep: Class 30 contains 59824 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1805 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1981 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8046 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8902 members 
Mstep: Class 39 contains 4304 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13644 members 
Mstep: Class 42 contains 6978 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4115 members 
Mstep: Class 45 contains 13309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457680.000000 Penalty: 100714.671875
Iteration 274Q: 46 clusters Score -8.445768e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7414 members 
Mstep: Class 3 contains 40359 members 
Mstep: Class 4 contains 13249 members 
Mstep: Class 5 contains 22532 members 
Mstep: Class 6 contains 8287 members 
Mstep: Class 7 contains 14886 members 
Mstep: Class 8 contains 10906 members 
Mstep: Class 9 contains 6257 members 
Mstep: Class 10 contains 126747 members 
Mstep: Class 11 contains 4374 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114564 members 
Mstep: Class 16 contains 78920 members 
Mstep: Class 17 contains 124818 members 
Mstep: Class 18 contains 32166 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6652 members 
Mstep: Class 21 contains 8990 members 
Mstep: Class 22 contains 68755 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39112 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27894 members 
Mstep: Class 30 contains 59823 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1805 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1982 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8047 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8901 members 
Mstep: Class 39 contains 4304 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13644 members 
Mstep: Class 42 contains 6978 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4118 members 
Mstep: Class 45 contains 13308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457592.000000 Penalty: 100714.671875
Iteration 275Q: 46 clusters Score -8.445759e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 40360 members 
Mstep: Class 4 contains 13245 members 
Mstep: Class 5 contains 22536 members 
Mstep: Class 6 contains 8287 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 10906 members 
Mstep: Class 9 contains 6265 members 
Mstep: Class 10 contains 126742 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114567 members 
Mstep: Class 16 contains 78918 members 
Mstep: Class 17 contains 124826 members 
Mstep: Class 18 contains 32160 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6651 members 
Mstep: Class 21 contains 8989 members 
Mstep: Class 22 contains 68755 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39107 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27895 members 
Mstep: Class 30 contains 59823 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1805 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1981 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8046 members 
Mstep: Class 37 contains 1331 members 
Mstep: Class 38 contains 8899 members 
Mstep: Class 39 contains 4304 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13647 members 
Mstep: Class 42 contains 6978 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457632.000000 Penalty: 100714.671875
Iteration 276Q: 46 clusters Score -8.445763e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 40360 members 
Mstep: Class 4 contains 13253 members 
Mstep: Class 5 contains 22536 members 
Mstep: Class 6 contains 8289 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 10902 members 
Mstep: Class 9 contains 6281 members 
Mstep: Class 10 contains 126743 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114570 members 
Mstep: Class 16 contains 78902 members 
Mstep: Class 17 contains 124825 members 
Mstep: Class 18 contains 32153 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 8988 members 
Mstep: Class 22 contains 68756 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39105 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27898 members 
Mstep: Class 30 contains 59823 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1805 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1979 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8046 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8900 members 
Mstep: Class 39 contains 4304 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13649 members 
Mstep: Class 42 contains 6977 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457576.000000 Penalty: 100714.671875
Iteration 277Q: 46 clusters Score -8.445758e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7413 members 
Mstep: Class 3 contains 40360 members 
Mstep: Class 4 contains 13272 members 
Mstep: Class 5 contains 22535 members 
Mstep: Class 6 contains 8286 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 10897 members 
Mstep: Class 9 contains 6289 members 
Mstep: Class 10 contains 126743 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114569 members 
Mstep: Class 16 contains 78881 members 
Mstep: Class 17 contains 124834 members 
Mstep: Class 18 contains 32149 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6645 members 
Mstep: Class 21 contains 8988 members 
Mstep: Class 22 contains 68755 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39105 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27899 members 
Mstep: Class 30 contains 59823 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1806 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1976 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8045 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8900 members 
Mstep: Class 39 contains 4304 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13652 members 
Mstep: Class 42 contains 6977 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457608.000000 Penalty: 100714.671875
Iteration 278Q: 46 clusters Score -8.445761e+07 nChanged 89
Entering ConstructFrom: 
Score: -84457608.000000 Penalty: 100714.671875
Entering ConstructFrom: 
Trying to split cluster 1 (51917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51917 members 
Entering Unmasked Estep 
Score: -4649494.500000 Penalty: 1764.327759
	Iteration 0F: 2 clusters Score -4649494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -4614876.000000 Penalty: 3528.655518
	Iteration 0F: 3 clusters Score -4614876 nChanged 24385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -4629023.000000 Penalty: 3528.655518
	Iteration 1F: 3 clusters Score -4629023 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -4630224.000000 Penalty: 3528.655518
	Iteration 2F: 3 clusters Score -4630224 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -4631972.000000 Penalty: 3528.655518
	Iteration 3F: 3 clusters Score -4631972 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -4634201.500000 Penalty: 3528.655518
	Iteration 4F: 3 clusters Score -4634202 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -4636475.000000 Penalty: 3528.655518
	Iteration 5F: 3 clusters Score -4636475 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -4638539.000000 Penalty: 3528.655518
	Iteration 6F: 3 clusters Score -4638539 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -4640304.000000 Penalty: 3528.655518
	Iteration 7F: 3 clusters Score -4640304 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -4641975.000000 Penalty: 3528.655518
	Iteration 8Q: 3 clusters Score -4641975 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -4643445.500000 Penalty: 3528.655518
	Iteration 9Q: 3 clusters Score -4643446 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -4644762.000000 Penalty: 3528.655518
	Iteration 10Q: 3 clusters Score -4644762 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -4645806.500000 Penalty: 3528.655518
	Iteration 11Q: 3 clusters Score -4645806 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44428 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -4646495.000000 Penalty: 3528.655518
	Iteration 12Q: 3 clusters Score -4646495 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45265 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -4647010.000000 Penalty: 3528.655518
	Iteration 13Q: 3 clusters Score -4647010 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -4647438.500000 Penalty: 3528.655518
	Iteration 14Q: 3 clusters Score -4647438 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46639 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -4647814.500000 Penalty: 3528.655518
	Iteration 15Q: 3 clusters Score -4647814 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47180 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -4648103.500000 Penalty: 3528.655518
	Iteration 16Q: 3 clusters Score -4648104 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47661 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -4648404.500000 Penalty: 3528.655518
	Iteration 17Q: 3 clusters Score -4648404 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -4648680.000000 Penalty: 3528.655518
	Iteration 18Q: 3 clusters Score -4648680 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -4648921.500000 Penalty: 3528.655518
	Iteration 19Q: 3 clusters Score -4648922 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -4649089.500000 Penalty: 3528.655518
	Iteration 20F: 3 clusters Score -4649090 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -4649226.000000 Penalty: 3528.655518
	Iteration 21Q: 3 clusters Score -4649226 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49101 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -4649301.500000 Penalty: 3528.655518
	Iteration 22Q: 3 clusters Score -4649302 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49233 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -4649363.000000 Penalty: 3528.655518
	Iteration 23Q: 3 clusters Score -4649363 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -4649394.500000 Penalty: 3528.655518
	Iteration 24Q: 3 clusters Score -4649394 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49360 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -4649399.000000 Penalty: 3528.655518
	Iteration 25Q: 3 clusters Score -4649399 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49393 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -4649402.000000 Penalty: 3528.655518
	Iteration 26Q: 3 clusters Score -4649402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49417 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -4649416.000000 Penalty: 3528.655518
	Iteration 27Q: 3 clusters Score -4649416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49444 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -4649417.000000 Penalty: 3528.655518
	Iteration 28Q: 3 clusters Score -4649417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49456 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -4649418.000000 Penalty: 3528.655518
	Iteration 29Q: 3 clusters Score -4649418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49466 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -4649428.000000 Penalty: 3528.655518
	Iteration 30Q: 3 clusters Score -4649428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49472 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -4649432.000000 Penalty: 3528.655518
	Iteration 31Q: 3 clusters Score -4649432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49474 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -4649430.500000 Penalty: 3528.655518
	Iteration 32Q: 3 clusters Score -4649430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49479 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -4649429.500000 Penalty: 3528.655518
	Iteration 33Q: 3 clusters Score -4649430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4649427.500000 Penalty: 3528.655518
	Iteration 34Q: 3 clusters Score -4649428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49489 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -4649419.000000 Penalty: 3528.655518
	Iteration 35Q: 3 clusters Score -4649419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49490 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -4649417.000000 Penalty: 3528.655518
	Iteration 36Q: 3 clusters Score -4649417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49490 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -4649417.000000 Penalty: 3528.655518
	Iteration 37F: 3 clusters Score -4649417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Entering Unmasked Estep 
Score: -661061.062500 Penalty: 1447.992188
	Iteration 0F: 2 clusters Score -661061.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -655625.000000 Penalty: 2895.984375
	Iteration 0F: 3 clusters Score -655625 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -657516.125000 Penalty: 2895.984375
	Iteration 1F: 3 clusters Score -657516.1 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -657951.312500 Penalty: 2895.984375
	Iteration 2F: 3 clusters Score -657951.3 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -658409.375000 Penalty: 2895.984375
	Iteration 3F: 3 clusters Score -658409.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -658920.750000 Penalty: 2895.984375
	Iteration 4F: 3 clusters Score -658920.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -659336.625000 Penalty: 2895.984375
	Iteration 5F: 3 clusters Score -659336.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -659662.062500 Penalty: 2895.984375
	Iteration 6F: 3 clusters Score -659662.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -659893.000000 Penalty: 2895.984375
	Iteration 7Q: 3 clusters Score -659893 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -660034.500000 Penalty: 2895.984375
	Iteration 8Q: 3 clusters Score -660034.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -660114.062500 Penalty: 2895.984375
	Iteration 9Q: 3 clusters Score -660114.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -660153.187500 Penalty: 2895.984375
	Iteration 10Q: 3 clusters Score -660153.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -660180.750000 Penalty: 2895.984375
	Iteration 11Q: 3 clusters Score -660180.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -660200.125000 Penalty: 2895.984375
	Iteration 12Q: 3 clusters Score -660200.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -660216.562500 Penalty: 2895.984375
	Iteration 13Q: 3 clusters Score -660216.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -660228.812500 Penalty: 2895.984375
	Iteration 14Q: 3 clusters Score -660228.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -660238.687500 Penalty: 2895.984375
	Iteration 15Q: 3 clusters Score -660238.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -660245.125000 Penalty: 2895.984375
	Iteration 16Q: 3 clusters Score -660245.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -660251.312500 Penalty: 2895.984375
	Iteration 17Q: 3 clusters Score -660251.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -660253.937500 Penalty: 2895.984375
	Iteration 18Q: 3 clusters Score -660253.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -660258.250000 Penalty: 2895.984375
	Iteration 19Q: 3 clusters Score -660258.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -660261.687500 Penalty: 2895.984375
	Iteration 20F: 3 clusters Score -660261.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -660264.375000 Penalty: 2895.984375
	Iteration 21Q: 3 clusters Score -660264.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -660268.125000 Penalty: 2895.984375
	Iteration 22Q: 3 clusters Score -660268.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -660269.687500 Penalty: 2895.984375
	Iteration 23Q: 3 clusters Score -660269.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -660276.000000 Penalty: 2895.984375
	Iteration 24Q: 3 clusters Score -660276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -660276.312500 Penalty: 2895.984375
	Iteration 25Q: 3 clusters Score -660276.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -660276.750000 Penalty: 2895.984375
	Iteration 26Q: 3 clusters Score -660276.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -660278.625000 Penalty: 2895.984375
	Iteration 27Q: 3 clusters Score -660278.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -660280.437500 Penalty: 2895.984375
	Iteration 28Q: 3 clusters Score -660280.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -660280.625000 Penalty: 2895.984375
	Iteration 29Q: 3 clusters Score -660280.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -660281.562500 Penalty: 2895.984375
	Iteration 30Q: 3 clusters Score -660281.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -660285.500000 Penalty: 2895.984375
	Iteration 31Q: 3 clusters Score -660285.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -660288.562500 Penalty: 2895.984375
	Iteration 32Q: 3 clusters Score -660288.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -660286.312500 Penalty: 2895.984375
	Iteration 33Q: 3 clusters Score -660286.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -660288.312500 Penalty: 2895.984375
	Iteration 34Q: 3 clusters Score -660288.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -660290.812500 Penalty: 2895.984375
	Iteration 35Q: 3 clusters Score -660290.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -660289.187500 Penalty: 2895.984375
	Iteration 36Q: 3 clusters Score -660289.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -660289.687500 Penalty: 2895.984375
	Iteration 37Q: 3 clusters Score -660289.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -660289.437500 Penalty: 2895.984375
	Iteration 38Q: 3 clusters Score -660289.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -660289.937500 Penalty: 2895.984375
	Iteration 39Q: 3 clusters Score -660289.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -660289.937500 Penalty: 2895.984375
	Iteration 40F: 3 clusters Score -660289.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (40359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Entering Unmasked Estep 
Score: -3676159.000000 Penalty: 1723.405151
	Iteration 0F: 2 clusters Score -3676159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -3649212.750000 Penalty: 3446.810303
	Iteration 0F: 3 clusters Score -3649213 nChanged 18806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -3659497.500000 Penalty: 3446.810303
	Iteration 1F: 3 clusters Score -3659498 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -3659937.250000 Penalty: 3446.810303
	Iteration 2Q: 3 clusters Score -3659937 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -3660476.000000 Penalty: 3446.810303
	Iteration 3Q: 3 clusters Score -3660476 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -3661298.500000 Penalty: 3446.810303
	Iteration 4Q: 3 clusters Score -3661298 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -3662579.500000 Penalty: 3446.810303
	Iteration 5F: 3 clusters Score -3662580 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -3664592.500000 Penalty: 3446.810303
	Iteration 6F: 3 clusters Score -3664592 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31993 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -3667117.500000 Penalty: 3446.810303
	Iteration 7F: 3 clusters Score -3667118 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -3669675.250000 Penalty: 3446.810303
	Iteration 8F: 3 clusters Score -3669675 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -3671729.750000 Penalty: 3446.810303
	Iteration 9F: 3 clusters Score -3671730 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3673140.500000 Penalty: 3446.810303
	Iteration 10Q: 3 clusters Score -3673140 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3673981.250000 Penalty: 3446.810303
	Iteration 11Q: 3 clusters Score -3673981 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3674390.250000 Penalty: 3446.810303
	Iteration 12Q: 3 clusters Score -3674390 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3674537.500000 Penalty: 3446.810303
	Iteration 13Q: 3 clusters Score -3674538 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39970 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3674607.250000 Penalty: 3446.810303
	Iteration 14Q: 3 clusters Score -3674607 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3674642.000000 Penalty: 3446.810303
	Iteration 15Q: 3 clusters Score -3674642 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3674669.000000 Penalty: 3446.810303
	Iteration 16Q: 3 clusters Score -3674669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3674683.000000 Penalty: 3446.810303
	Iteration 17Q: 3 clusters Score -3674683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3674687.000000 Penalty: 3446.810303
	Iteration 18Q: 3 clusters Score -3674687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3674692.250000 Penalty: 3446.810303
	Iteration 19Q: 3 clusters Score -3674692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3674705.500000 Penalty: 3446.810303
	Iteration 20F: 3 clusters Score -3674706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3674711.250000 Penalty: 3446.810303
	Iteration 21Q: 3 clusters Score -3674711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3674718.250000 Penalty: 3446.810303
	Iteration 22Q: 3 clusters Score -3674718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3674729.250000 Penalty: 3446.810303
	Iteration 23Q: 3 clusters Score -3674729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3674734.000000 Penalty: 3446.810303
	Iteration 24Q: 3 clusters Score -3674734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3674735.250000 Penalty: 3446.810303
	Iteration 25Q: 3 clusters Score -3674735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3674736.250000 Penalty: 3446.810303
	Iteration 26Q: 3 clusters Score -3674736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3674735.250000 Penalty: 3446.810303
	Iteration 27Q: 3 clusters Score -3674735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3674733.750000 Penalty: 3446.810303
	Iteration 28Q: 3 clusters Score -3674734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3674737.750000 Penalty: 3446.810303
	Iteration 29Q: 3 clusters Score -3674738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3674740.250000 Penalty: 3446.810303
	Iteration 30Q: 3 clusters Score -3674740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40030 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3674740.000000 Penalty: 3446.810303
	Iteration 31Q: 3 clusters Score -3674740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3674742.500000 Penalty: 3446.810303
	Iteration 32Q: 3 clusters Score -3674742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3674742.500000 Penalty: 3446.810303
	Iteration 33F: 3 clusters Score -3674742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Entering Unmasked Estep 
Score: -1208558.750000 Penalty: 1542.924194
	Iteration 0F: 2 clusters Score -1208559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1199328.375000 Penalty: 3085.848389
	Iteration 0F: 3 clusters Score -1199328 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1202621.250000 Penalty: 3085.848389
	Iteration 1F: 3 clusters Score -1202621 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1203051.375000 Penalty: 3085.848389
	Iteration 2F: 3 clusters Score -1203051 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1203448.625000 Penalty: 3085.848389
	Iteration 3F: 3 clusters Score -1203449 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1203810.000000 Penalty: 3085.848389
	Iteration 4F: 3 clusters Score -1203810 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1204138.500000 Penalty: 3085.848389
	Iteration 5F: 3 clusters Score -1204138 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1204421.000000 Penalty: 3085.848389
	Iteration 6Q: 3 clusters Score -1204421 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1204664.125000 Penalty: 3085.848389
	Iteration 7Q: 3 clusters Score -1204664 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1204900.875000 Penalty: 3085.848389
	Iteration 8Q: 3 clusters Score -1204901 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1205138.250000 Penalty: 3085.848389
	Iteration 9Q: 3 clusters Score -1205138 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1205361.500000 Penalty: 3085.848389
	Iteration 10Q: 3 clusters Score -1205362 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1205567.750000 Penalty: 3085.848389
	Iteration 11Q: 3 clusters Score -1205568 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1205750.375000 Penalty: 3085.848389
	Iteration 12Q: 3 clusters Score -1205750 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1205868.375000 Penalty: 3085.848389
	Iteration 13Q: 3 clusters Score -1205868 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1205961.625000 Penalty: 3085.848389
	Iteration 14Q: 3 clusters Score -1205962 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1206038.875000 Penalty: 3085.848389
	Iteration 15Q: 3 clusters Score -1206039 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1206102.750000 Penalty: 3085.848389
	Iteration 16Q: 3 clusters Score -1206103 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1206160.875000 Penalty: 3085.848389
	Iteration 17Q: 3 clusters Score -1206161 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1206211.250000 Penalty: 3085.848389
	Iteration 18Q: 3 clusters Score -1206211 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1206258.125000 Penalty: 3085.848389
	Iteration 19Q: 3 clusters Score -1206258 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1206322.875000 Penalty: 3085.848389
	Iteration 20F: 3 clusters Score -1206323 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1206375.000000 Penalty: 3085.848389
	Iteration 21Q: 3 clusters Score -1206375 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1206418.250000 Penalty: 3085.848389
	Iteration 22Q: 3 clusters Score -1206418 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1206448.625000 Penalty: 3085.848389
	Iteration 23Q: 3 clusters Score -1206449 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1206480.000000 Penalty: 3085.848389
	Iteration 24Q: 3 clusters Score -1206480 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1206527.375000 Penalty: 3085.848389
	Iteration 25Q: 3 clusters Score -1206527 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1206570.250000 Penalty: 3085.848389
	Iteration 26Q: 3 clusters Score -1206570 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1206619.125000 Penalty: 3085.848389
	Iteration 27Q: 3 clusters Score -1206619 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1206663.250000 Penalty: 3085.848389
	Iteration 28Q: 3 clusters Score -1206663 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1206704.250000 Penalty: 3085.848389
	Iteration 29Q: 3 clusters Score -1206704 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1206746.875000 Penalty: 3085.848389
	Iteration 30Q: 3 clusters Score -1206747 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1206789.875000 Penalty: 3085.848389
	Iteration 31Q: 3 clusters Score -1206790 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1206832.000000 Penalty: 3085.848389
	Iteration 32Q: 3 clusters Score -1206832 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1206874.375000 Penalty: 3085.848389
	Iteration 33Q: 3 clusters Score -1206874 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1206902.625000 Penalty: 3085.848389
	Iteration 34Q: 3 clusters Score -1206903 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1206927.500000 Penalty: 3085.848389
	Iteration 35Q: 3 clusters Score -1206928 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1206949.250000 Penalty: 3085.848389
	Iteration 36Q: 3 clusters Score -1206949 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1206973.000000 Penalty: 3085.848389
	Iteration 37Q: 3 clusters Score -1206973 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1206996.125000 Penalty: 3085.848389
	Iteration 38Q: 3 clusters Score -1206996 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1207030.000000 Penalty: 3085.848389
	Iteration 39Q: 3 clusters Score -1207030 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1207061.875000 Penalty: 3085.848389
	Iteration 40F: 3 clusters Score -1207062 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1207094.625000 Penalty: 3085.848389
	Iteration 41Q: 3 clusters Score -1207095 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1207122.375000 Penalty: 3085.848389
	Iteration 42Q: 3 clusters Score -1207122 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1207153.625000 Penalty: 3085.848389
	Iteration 43Q: 3 clusters Score -1207154 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1207173.250000 Penalty: 3085.848389
	Iteration 44Q: 3 clusters Score -1207173 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1207191.625000 Penalty: 3085.848389
	Iteration 45Q: 3 clusters Score -1207192 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1207214.750000 Penalty: 3085.848389
	Iteration 46Q: 3 clusters Score -1207215 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1207232.500000 Penalty: 3085.848389
	Iteration 47Q: 3 clusters Score -1207232 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1207242.625000 Penalty: 3085.848389
	Iteration 48Q: 3 clusters Score -1207243 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1207256.625000 Penalty: 3085.848389
	Iteration 49Q: 3 clusters Score -1207257 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1207273.875000 Penalty: 3085.848389
	Iteration 50Q: 3 clusters Score -1207274 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1207296.875000 Penalty: 3085.848389
	Iteration 51Q: 3 clusters Score -1207297 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1207314.125000 Penalty: 3085.848389
	Iteration 52Q: 3 clusters Score -1207314 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1207339.000000 Penalty: 3085.848389
	Iteration 53Q: 3 clusters Score -1207339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1207355.250000 Penalty: 3085.848389
	Iteration 54Q: 3 clusters Score -1207355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1207367.500000 Penalty: 3085.848389
	Iteration 55Q: 3 clusters Score -1207368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1207378.375000 Penalty: 3085.848389
	Iteration 56Q: 3 clusters Score -1207378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1207385.750000 Penalty: 3085.848389
	Iteration 57Q: 3 clusters Score -1207386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1207392.875000 Penalty: 3085.848389
	Iteration 58Q: 3 clusters Score -1207393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1207393.375000 Penalty: 3085.848389
	Iteration 59Q: 3 clusters Score -1207393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1207395.875000 Penalty: 3085.848389
	Iteration 60F: 3 clusters Score -1207396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1207396.500000 Penalty: 3085.848389
	Iteration 61Q: 3 clusters Score -1207396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1207396.750000 Penalty: 3085.848389
	Iteration 62Q: 3 clusters Score -1207397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1207397.375000 Penalty: 3085.848389
	Iteration 63Q: 3 clusters Score -1207397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1207396.875000 Penalty: 3085.848389
	Iteration 64Q: 3 clusters Score -1207397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1207401.000000 Penalty: 3085.848389
	Iteration 65Q: 3 clusters Score -1207401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1207403.375000 Penalty: 3085.848389
	Iteration 66Q: 3 clusters Score -1207403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1207404.250000 Penalty: 3085.848389
	Iteration 67Q: 3 clusters Score -1207404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1207404.625000 Penalty: 3085.848389
	Iteration 68Q: 3 clusters Score -1207405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1207404.250000 Penalty: 3085.848389
	Iteration 69Q: 3 clusters Score -1207404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1207404.250000 Penalty: 3085.848389
	Iteration 70F: 3 clusters Score -1207404 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: -2075178.000000 Penalty: 1628.680298
	Iteration 0F: 2 clusters Score -2075178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -2059849.250000 Penalty: 3257.360596
	Iteration 0F: 3 clusters Score -2059849 nChanged 10253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2065464.375000 Penalty: 3257.360596
	Iteration 1F: 3 clusters Score -2065464 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2065753.125000 Penalty: 3257.360596
	Iteration 2Q: 3 clusters Score -2065753 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2066067.875000 Penalty: 3257.360596
	Iteration 3Q: 3 clusters Score -2066068 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2066380.250000 Penalty: 3257.360596
	Iteration 4Q: 3 clusters Score -2066380 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2066715.375000 Penalty: 3257.360596
	Iteration 5Q: 3 clusters Score -2066715 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2067119.375000 Penalty: 3257.360596
	Iteration 6Q: 3 clusters Score -2067119 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -2067673.750000 Penalty: 3257.360596
	Iteration 7Q: 3 clusters Score -2067674 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2068375.500000 Penalty: 3257.360596
	Iteration 8F: 3 clusters Score -2068376 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2069205.625000 Penalty: 3257.360596
	Iteration 9F: 3 clusters Score -2069206 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -2070121.625000 Penalty: 3257.360596
	Iteration 10F: 3 clusters Score -2070122 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2071022.500000 Penalty: 3257.360596
	Iteration 11Q: 3 clusters Score -2071022 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2071823.875000 Penalty: 3257.360596
	Iteration 12Q: 3 clusters Score -2071824 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2072436.750000 Penalty: 3257.360596
	Iteration 13Q: 3 clusters Score -2072437 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2072851.375000 Penalty: 3257.360596
	Iteration 14Q: 3 clusters Score -2072851 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2073148.125000 Penalty: 3257.360596
	Iteration 15Q: 3 clusters Score -2073148 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2073374.125000 Penalty: 3257.360596
	Iteration 16Q: 3 clusters Score -2073374 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2073509.500000 Penalty: 3257.360596
	Iteration 17Q: 3 clusters Score -2073510 nChanged 114
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: -2073585.250000 Penalty: 3257.360596
	Iteration 18Q: 3 clusters Score -2073585 nChanged 90
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: -2073646.875000 Penalty: 3257.360596
	Iteration 19Q: 3 clusters Score -2073647 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2073687.250000 Penalty: 3257.360596
	Iteration 20F: 3 clusters Score -2073687 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2073698.875000 Penalty: 3257.360596
	Iteration 21Q: 3 clusters Score -2073699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2073711.750000 Penalty: 3257.360596
	Iteration 22Q: 3 clusters Score -2073712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2073725.125000 Penalty: 3257.360596
	Iteration 23Q: 3 clusters Score -2073725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2073738.500000 Penalty: 3257.360596
	Iteration 24Q: 3 clusters Score -2073738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2073746.875000 Penalty: 3257.360596
	Iteration 25Q: 3 clusters Score -2073747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2073749.125000 Penalty: 3257.360596
	Iteration 26Q: 3 clusters Score -2073749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2073752.250000 Penalty: 3257.360596
	Iteration 27Q: 3 clusters Score -2073752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2073750.875000 Penalty: 3257.360596
	Iteration 28Q: 3 clusters Score -2073751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2073751.375000 Penalty: 3257.360596
	Iteration 29Q: 3 clusters Score -2073751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2073753.875000 Penalty: 3257.360596
	Iteration 30Q: 3 clusters Score -2073754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2073753.625000 Penalty: 3257.360596
	Iteration 31Q: 3 clusters Score -2073754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2073753.625000 Penalty: 3257.360596
	Iteration 32F: 3 clusters Score -2073754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Entering Unmasked Estep 
Score: -693614.437500 Penalty: 1466.127441
	Iteration 0F: 2 clusters Score -693614.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -687542.500000 Penalty: 2932.254883
	Iteration 0F: 3 clusters Score -687542.5 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -689571.687500 Penalty: 2932.254883
	Iteration 1F: 3 clusters Score -689571.7 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -689871.875000 Penalty: 2932.254883
	Iteration 2F: 3 clusters Score -689871.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -690140.500000 Penalty: 2932.254883
	Iteration 3F: 3 clusters Score -690140.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -690378.937500 Penalty: 2932.254883
	Iteration 4F: 3 clusters Score -690378.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -690600.875000 Penalty: 2932.254883
	Iteration 5Q: 3 clusters Score -690600.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -690777.000000 Penalty: 2932.254883
	Iteration 6Q: 3 clusters Score -690777 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -690924.875000 Penalty: 2932.254883
	Iteration 7Q: 3 clusters Score -690924.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -691058.875000 Penalty: 2932.254883
	Iteration 8Q: 3 clusters Score -691058.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -691170.187500 Penalty: 2932.254883
	Iteration 9Q: 3 clusters Score -691170.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -691262.625000 Penalty: 2932.254883
	Iteration 10Q: 3 clusters Score -691262.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -691346.625000 Penalty: 2932.254883
	Iteration 11Q: 3 clusters Score -691346.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -691418.125000 Penalty: 2932.254883
	Iteration 12Q: 3 clusters Score -691418.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -691465.562500 Penalty: 2932.254883
	Iteration 13Q: 3 clusters Score -691465.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -691499.062500 Penalty: 2932.254883
	Iteration 14Q: 3 clusters Score -691499.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -691527.750000 Penalty: 2932.254883
	Iteration 15Q: 3 clusters Score -691527.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -691559.375000 Penalty: 2932.254883
	Iteration 16Q: 3 clusters Score -691559.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -691600.500000 Penalty: 2932.254883
	Iteration 17Q: 3 clusters Score -691600.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -691639.812500 Penalty: 2932.254883
	Iteration 18Q: 3 clusters Score -691639.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -691669.812500 Penalty: 2932.254883
	Iteration 19Q: 3 clusters Score -691669.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -691695.625000 Penalty: 2932.254883
	Iteration 20F: 3 clusters Score -691695.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -691722.187500 Penalty: 2932.254883
	Iteration 21Q: 3 clusters Score -691722.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -691748.625000 Penalty: 2932.254883
	Iteration 22Q: 3 clusters Score -691748.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -691767.500000 Penalty: 2932.254883
	Iteration 23Q: 3 clusters Score -691767.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -691782.875000 Penalty: 2932.254883
	Iteration 24Q: 3 clusters Score -691782.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -691802.250000 Penalty: 2932.254883
	Iteration 25Q: 3 clusters Score -691802.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -691815.000000 Penalty: 2932.254883
	Iteration 26Q: 3 clusters Score -691815 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -691825.187500 Penalty: 2932.254883
	Iteration 27Q: 3 clusters Score -691825.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -691830.500000 Penalty: 2932.254883
	Iteration 28Q: 3 clusters Score -691830.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -691835.500000 Penalty: 2932.254883
	Iteration 29Q: 3 clusters Score -691835.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -691842.625000 Penalty: 2932.254883
	Iteration 30Q: 3 clusters Score -691842.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -691845.625000 Penalty: 2932.254883
	Iteration 31Q: 3 clusters Score -691845.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -691850.812500 Penalty: 2932.254883
	Iteration 32Q: 3 clusters Score -691850.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -691854.937500 Penalty: 2932.254883
	Iteration 33Q: 3 clusters Score -691854.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -691857.312500 Penalty: 2932.254883
	Iteration 34Q: 3 clusters Score -691857.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -691863.000000 Penalty: 2932.254883
	Iteration 35Q: 3 clusters Score -691863 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -691867.187500 Penalty: 2932.254883
	Iteration 36Q: 3 clusters Score -691867.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -691873.187500 Penalty: 2932.254883
	Iteration 37Q: 3 clusters Score -691873.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -691880.625000 Penalty: 2932.254883
	Iteration 38Q: 3 clusters Score -691880.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -691889.000000 Penalty: 2932.254883
	Iteration 39Q: 3 clusters Score -691889 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -691900.187500 Penalty: 2932.254883
	Iteration 40F: 3 clusters Score -691900.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -691908.625000 Penalty: 2932.254883
	Iteration 41Q: 3 clusters Score -691908.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -691920.437500 Penalty: 2932.254883
	Iteration 42Q: 3 clusters Score -691920.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -691932.187500 Penalty: 2932.254883
	Iteration 43Q: 3 clusters Score -691932.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -691942.250000 Penalty: 2932.254883
	Iteration 44Q: 3 clusters Score -691942.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -691951.437500 Penalty: 2932.254883
	Iteration 45Q: 3 clusters Score -691951.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -691960.062500 Penalty: 2932.254883
	Iteration 46Q: 3 clusters Score -691960.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -691965.812500 Penalty: 2932.254883
	Iteration 47Q: 3 clusters Score -691965.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -691970.437500 Penalty: 2932.254883
	Iteration 48Q: 3 clusters Score -691970.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -691973.937500 Penalty: 2932.254883
	Iteration 49Q: 3 clusters Score -691973.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -691974.250000 Penalty: 2932.254883
	Iteration 50Q: 3 clusters Score -691974.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -691976.000000 Penalty: 2932.254883
	Iteration 51Q: 3 clusters Score -691976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -691977.000000 Penalty: 2932.254883
	Iteration 52Q: 3 clusters Score -691977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -691977.187500 Penalty: 2932.254883
	Iteration 53Q: 3 clusters Score -691977.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -691978.250000 Penalty: 2932.254883
	Iteration 54Q: 3 clusters Score -691978.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -691979.187500 Penalty: 2932.254883
	Iteration 55Q: 3 clusters Score -691979.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -691980.187500 Penalty: 2932.254883
	Iteration 56Q: 3 clusters Score -691980.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -691980.125000 Penalty: 2932.254883
	Iteration 57Q: 3 clusters Score -691980.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -691981.812500 Penalty: 2932.254883
	Iteration 58Q: 3 clusters Score -691981.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -691982.812500 Penalty: 2932.254883
	Iteration 59Q: 3 clusters Score -691982.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -691987.937500 Penalty: 2932.254883
	Iteration 60F: 3 clusters Score -691987.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -691990.500000 Penalty: 2932.254883
	Iteration 61Q: 3 clusters Score -691990.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -691991.562500 Penalty: 2932.254883
	Iteration 62Q: 3 clusters Score -691991.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -691994.062500 Penalty: 2932.254883
	Iteration 63Q: 3 clusters Score -691994.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -691996.812500 Penalty: 2932.254883
	Iteration 64Q: 3 clusters Score -691996.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -691999.625000 Penalty: 2932.254883
	Iteration 65Q: 3 clusters Score -691999.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -692000.375000 Penalty: 2932.254883
	Iteration 66Q: 3 clusters Score -692000.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -692002.000000 Penalty: 2932.254883
	Iteration 67Q: 3 clusters Score -692002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -692006.750000 Penalty: 2932.254883
	Iteration 68Q: 3 clusters Score -692006.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -692008.500000 Penalty: 2932.254883
	Iteration 69Q: 3 clusters Score -692008.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -692009.312500 Penalty: 2932.254883
	Iteration 70Q: 3 clusters Score -692009.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -692011.062500 Penalty: 2932.254883
	Iteration 71Q: 3 clusters Score -692011.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -692010.625000 Penalty: 2932.254883
	Iteration 72Q: 3 clusters Score -692010.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -692011.937500 Penalty: 2932.254883
	Iteration 73Q: 3 clusters Score -692011.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -692011.750000 Penalty: 2932.254883
	Iteration 74Q: 3 clusters Score -692011.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -692013.812500 Penalty: 2932.254883
	Iteration 75Q: 3 clusters Score -692013.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -692015.125000 Penalty: 2932.254883
	Iteration 76Q: 3 clusters Score -692015.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -692014.125000 Penalty: 2932.254883
	Iteration 77Q: 3 clusters Score -692014.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -692015.937500 Penalty: 2932.254883
	Iteration 78Q: 3 clusters Score -692015.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -692016.312500 Penalty: 2932.254883
	Iteration 79Q: 3 clusters Score -692016.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -692017.062500 Penalty: 2932.254883
	Iteration 80F: 3 clusters Score -692017.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -692017.437500 Penalty: 2932.254883
	Iteration 81Q: 3 clusters Score -692017.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -692017.437500 Penalty: 2932.254883
	Iteration 82F: 3 clusters Score -692017.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Entering Unmasked Estep 
Score: -1331058.375000 Penalty: 1561.339600
	Iteration 0F: 2 clusters Score -1331058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1320714.000000 Penalty: 3122.679199
	Iteration 0F: 3 clusters Score -1320714 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1324358.375000 Penalty: 3122.679199
	Iteration 1F: 3 clusters Score -1324358 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1324769.000000 Penalty: 3122.679199
	Iteration 2F: 3 clusters Score -1324769 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1325207.000000 Penalty: 3122.679199
	Iteration 3F: 3 clusters Score -1325207 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1325648.500000 Penalty: 3122.679199
	Iteration 4F: 3 clusters Score -1325648 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1326007.750000 Penalty: 3122.679199
	Iteration 5F: 3 clusters Score -1326008 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1326321.875000 Penalty: 3122.679199
	Iteration 6Q: 3 clusters Score -1326322 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1326605.625000 Penalty: 3122.679199
	Iteration 7Q: 3 clusters Score -1326606 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1326878.750000 Penalty: 3122.679199
	Iteration 8Q: 3 clusters Score -1326879 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1327157.500000 Penalty: 3122.679199
	Iteration 9Q: 3 clusters Score -1327158 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1327449.500000 Penalty: 3122.679199
	Iteration 10Q: 3 clusters Score -1327450 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1327737.750000 Penalty: 3122.679199
	Iteration 11Q: 3 clusters Score -1327738 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1327991.875000 Penalty: 3122.679199
	Iteration 12Q: 3 clusters Score -1327992 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1328259.375000 Penalty: 3122.679199
	Iteration 13Q: 3 clusters Score -1328259 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1328521.375000 Penalty: 3122.679199
	Iteration 14Q: 3 clusters Score -1328521 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1328747.875000 Penalty: 3122.679199
	Iteration 15Q: 3 clusters Score -1328748 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1328931.000000 Penalty: 3122.679199
	Iteration 16Q: 3 clusters Score -1328931 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1329096.500000 Penalty: 3122.679199
	Iteration 17Q: 3 clusters Score -1329096 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1329233.000000 Penalty: 3122.679199
	Iteration 18Q: 3 clusters Score -1329233 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1329322.000000 Penalty: 3122.679199
	Iteration 19Q: 3 clusters Score -1329322 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1329401.250000 Penalty: 3122.679199
	Iteration 20F: 3 clusters Score -1329401 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1329462.000000 Penalty: 3122.679199
	Iteration 21Q: 3 clusters Score -1329462 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1329514.500000 Penalty: 3122.679199
	Iteration 22Q: 3 clusters Score -1329514 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1329551.625000 Penalty: 3122.679199
	Iteration 23Q: 3 clusters Score -1329552 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1329570.250000 Penalty: 3122.679199
	Iteration 24Q: 3 clusters Score -1329570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1329582.250000 Penalty: 3122.679199
	Iteration 25Q: 3 clusters Score -1329582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1329600.750000 Penalty: 3122.679199
	Iteration 26Q: 3 clusters Score -1329601 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1329616.375000 Penalty: 3122.679199
	Iteration 27Q: 3 clusters Score -1329616 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -1329643.625000 Penalty: 3122.679199
	Iteration 28Q: 3 clusters Score -1329644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1329669.125000 Penalty: 3122.679199
	Iteration 29Q: 3 clusters Score -1329669 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1329696.750000 Penalty: 3122.679199
	Iteration 30Q: 3 clusters Score -1329697 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1329717.875000 Penalty: 3122.679199
	Iteration 31Q: 3 clusters Score -1329718 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -1329743.250000 Penalty: 3122.679199
	Iteration 32Q: 3 clusters Score -1329743 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1329757.125000 Penalty: 3122.679199
	Iteration 33Q: 3 clusters Score -1329757 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1329767.000000 Penalty: 3122.679199
	Iteration 34Q: 3 clusters Score -1329767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1329769.375000 Penalty: 3122.679199
	Iteration 35Q: 3 clusters Score -1329769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1329777.875000 Penalty: 3122.679199
	Iteration 36Q: 3 clusters Score -1329778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1329780.750000 Penalty: 3122.679199
	Iteration 37Q: 3 clusters Score -1329781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1329779.625000 Penalty: 3122.679199
	Iteration 38Q: 3 clusters Score -1329780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -1329782.125000 Penalty: 3122.679199
	Iteration 39Q: 3 clusters Score -1329782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1329785.000000 Penalty: 3122.679199
	Iteration 40F: 3 clusters Score -1329785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -1329787.125000 Penalty: 3122.679199
	Iteration 41Q: 3 clusters Score -1329787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -1329788.000000 Penalty: 3122.679199
	Iteration 42Q: 3 clusters Score -1329788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -1329788.000000 Penalty: 3122.679199
	Iteration 43F: 3 clusters Score -1329788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Entering Unmasked Estep 
Score: -1011525.937500 Penalty: 1510.579834
	Iteration 0F: 2 clusters Score -1011526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1003721.125000 Penalty: 3021.159668
	Iteration 0F: 3 clusters Score -1003721 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1006213.500000 Penalty: 3021.159668
	Iteration 1F: 3 clusters Score -1006214 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1006476.625000 Penalty: 3021.159668
	Iteration 2F: 3 clusters Score -1006477 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1006692.437500 Penalty: 3021.159668
	Iteration 3Q: 3 clusters Score -1006692 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1006890.375000 Penalty: 3021.159668
	Iteration 4Q: 3 clusters Score -1006890 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1007100.875000 Penalty: 3021.159668
	Iteration 5Q: 3 clusters Score -1007101 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1007332.812500 Penalty: 3021.159668
	Iteration 6Q: 3 clusters Score -1007333 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1007596.625000 Penalty: 3021.159668
	Iteration 7Q: 3 clusters Score -1007597 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1007928.812500 Penalty: 3021.159668
	Iteration 8Q: 3 clusters Score -1007929 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1008364.812500 Penalty: 3021.159668
	Iteration 9Q: 3 clusters Score -1008365 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1008736.375000 Penalty: 3021.159668
	Iteration 10Q: 3 clusters Score -1008736 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1009030.937500 Penalty: 3021.159668
	Iteration 11Q: 3 clusters Score -1009031 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1009271.562500 Penalty: 3021.159668
	Iteration 12Q: 3 clusters Score -1009272 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1009486.125000 Penalty: 3021.159668
	Iteration 13Q: 3 clusters Score -1009486 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1009640.875000 Penalty: 3021.159668
	Iteration 14Q: 3 clusters Score -1009641 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1009752.750000 Penalty: 3021.159668
	Iteration 15Q: 3 clusters Score -1009753 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1009839.312500 Penalty: 3021.159668
	Iteration 16Q: 3 clusters Score -1009839 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1009907.125000 Penalty: 3021.159668
	Iteration 17Q: 3 clusters Score -1009907 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1009964.312500 Penalty: 3021.159668
	Iteration 18Q: 3 clusters Score -1009964 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1010005.125000 Penalty: 3021.159668
	Iteration 19Q: 3 clusters Score -1010005 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1010042.625000 Penalty: 3021.159668
	Iteration 20F: 3 clusters Score -1010043 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1010075.250000 Penalty: 3021.159668
	Iteration 21Q: 3 clusters Score -1010075 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1010104.125000 Penalty: 3021.159668
	Iteration 22Q: 3 clusters Score -1010104 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1010133.062500 Penalty: 3021.159668
	Iteration 23Q: 3 clusters Score -1010133 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1010153.000000 Penalty: 3021.159668
	Iteration 24Q: 3 clusters Score -1010153 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1010163.125000 Penalty: 3021.159668
	Iteration 25Q: 3 clusters Score -1010163 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1010180.562500 Penalty: 3021.159668
	Iteration 26Q: 3 clusters Score -1010181 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1010197.937500 Penalty: 3021.159668
	Iteration 27Q: 3 clusters Score -1010198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1010215.937500 Penalty: 3021.159668
	Iteration 28Q: 3 clusters Score -1010216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1010226.062500 Penalty: 3021.159668
	Iteration 29Q: 3 clusters Score -1010226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1010234.875000 Penalty: 3021.159668
	Iteration 30Q: 3 clusters Score -1010235 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1010242.500000 Penalty: 3021.159668
	Iteration 31Q: 3 clusters Score -1010242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1010248.250000 Penalty: 3021.159668
	Iteration 32Q: 3 clusters Score -1010248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1010252.562500 Penalty: 3021.159668
	Iteration 33Q: 3 clusters Score -1010253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1010254.500000 Penalty: 3021.159668
	Iteration 34Q: 3 clusters Score -1010254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1010254.750000 Penalty: 3021.159668
	Iteration 35Q: 3 clusters Score -1010255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1010255.687500 Penalty: 3021.159668
	Iteration 36Q: 3 clusters Score -1010256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1010257.250000 Penalty: 3021.159668
	Iteration 37Q: 3 clusters Score -1010257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1010259.125000 Penalty: 3021.159668
	Iteration 38Q: 3 clusters Score -1010259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1010263.187500 Penalty: 3021.159668
	Iteration 39Q: 3 clusters Score -1010263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1010266.812500 Penalty: 3021.159668
	Iteration 40F: 3 clusters Score -1010267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1010270.750000 Penalty: 3021.159668
	Iteration 41Q: 3 clusters Score -1010271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1010273.062500 Penalty: 3021.159668
	Iteration 42Q: 3 clusters Score -1010273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1010279.625000 Penalty: 3021.159668
	Iteration 43Q: 3 clusters Score -1010280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1010281.687500 Penalty: 3021.159668
	Iteration 44Q: 3 clusters Score -1010282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1010286.500000 Penalty: 3021.159668
	Iteration 45Q: 3 clusters Score -1010286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1010285.875000 Penalty: 3021.159668
	Iteration 46Q: 3 clusters Score -1010286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1010290.375000 Penalty: 3021.159668
	Iteration 47Q: 3 clusters Score -1010290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1010294.937500 Penalty: 3021.159668
	Iteration 48Q: 3 clusters Score -1010295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1010298.125000 Penalty: 3021.159668
	Iteration 49Q: 3 clusters Score -1010298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1010303.812500 Penalty: 3021.159668
	Iteration 50Q: 3 clusters Score -1010304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1010305.312500 Penalty: 3021.159668
	Iteration 51Q: 3 clusters Score -1010305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1010307.500000 Penalty: 3021.159668
	Iteration 52Q: 3 clusters Score -1010308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1010309.750000 Penalty: 3021.159668
	Iteration 53Q: 3 clusters Score -1010310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1010313.125000 Penalty: 3021.159668
	Iteration 54Q: 3 clusters Score -1010313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1010314.687500 Penalty: 3021.159668
	Iteration 55Q: 3 clusters Score -1010315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1010315.500000 Penalty: 3021.159668
	Iteration 56Q: 3 clusters Score -1010316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1010315.437500 Penalty: 3021.159668
	Iteration 57Q: 3 clusters Score -1010315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1010315.250000 Penalty: 3021.159668
	Iteration 58Q: 3 clusters Score -1010315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1010315.250000 Penalty: 3021.159668
	Iteration 59F: 3 clusters Score -1010315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Entering Unmasked Estep 
Score: -559874.812500 Penalty: 1421.393066
	Iteration 0F: 2 clusters Score -559874.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -555152.125000 Penalty: 2842.786133
	Iteration 0F: 3 clusters Score -555152.1 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -556552.937500 Penalty: 2842.786133
	Iteration 1F: 3 clusters Score -556552.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -556792.125000 Penalty: 2842.786133
	Iteration 2F: 3 clusters Score -556792.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -556976.312500 Penalty: 2842.786133
	Iteration 3F: 3 clusters Score -556976.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -557126.062500 Penalty: 2842.786133
	Iteration 4Q: 3 clusters Score -557126.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -557279.875000 Penalty: 2842.786133
	Iteration 5Q: 3 clusters Score -557279.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -557462.687500 Penalty: 2842.786133
	Iteration 6Q: 3 clusters Score -557462.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -557651.875000 Penalty: 2842.786133
	Iteration 7Q: 3 clusters Score -557651.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -557874.937500 Penalty: 2842.786133
	Iteration 8Q: 3 clusters Score -557874.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -558117.875000 Penalty: 2842.786133
	Iteration 9Q: 3 clusters Score -558117.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -558299.375000 Penalty: 2842.786133
	Iteration 10Q: 3 clusters Score -558299.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -558432.312500 Penalty: 2842.786133
	Iteration 11Q: 3 clusters Score -558432.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -558523.187500 Penalty: 2842.786133
	Iteration 12Q: 3 clusters Score -558523.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -558606.562500 Penalty: 2842.786133
	Iteration 13Q: 3 clusters Score -558606.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -558681.687500 Penalty: 2842.786133
	Iteration 14Q: 3 clusters Score -558681.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -558740.375000 Penalty: 2842.786133
	Iteration 15Q: 3 clusters Score -558740.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -558775.125000 Penalty: 2842.786133
	Iteration 16Q: 3 clusters Score -558775.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -558795.687500 Penalty: 2842.786133
	Iteration 17Q: 3 clusters Score -558795.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -558803.625000 Penalty: 2842.786133
	Iteration 18Q: 3 clusters Score -558803.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -558813.750000 Penalty: 2842.786133
	Iteration 19Q: 3 clusters Score -558813.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -558823.625000 Penalty: 2842.786133
	Iteration 20F: 3 clusters Score -558823.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -558838.000000 Penalty: 2842.786133
	Iteration 21Q: 3 clusters Score -558838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -558849.312500 Penalty: 2842.786133
	Iteration 22Q: 3 clusters Score -558849.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -558860.312500 Penalty: 2842.786133
	Iteration 23Q: 3 clusters Score -558860.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -558866.125000 Penalty: 2842.786133
	Iteration 24Q: 3 clusters Score -558866.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -558872.500000 Penalty: 2842.786133
	Iteration 25Q: 3 clusters Score -558872.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -558873.875000 Penalty: 2842.786133
	Iteration 26Q: 3 clusters Score -558873.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -558876.500000 Penalty: 2842.786133
	Iteration 27Q: 3 clusters Score -558876.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -558876.875000 Penalty: 2842.786133
	Iteration 28Q: 3 clusters Score -558876.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -558879.062500 Penalty: 2842.786133
	Iteration 29Q: 3 clusters Score -558879.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -558880.375000 Penalty: 2842.786133
	Iteration 30Q: 3 clusters Score -558880.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -558882.687500 Penalty: 2842.786133
	Iteration 31Q: 3 clusters Score -558882.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -558885.125000 Penalty: 2842.786133
	Iteration 32Q: 3 clusters Score -558885.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -558890.812500 Penalty: 2842.786133
	Iteration 33Q: 3 clusters Score -558890.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -558892.125000 Penalty: 2842.786133
	Iteration 34Q: 3 clusters Score -558892.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -558897.312500 Penalty: 2842.786133
	Iteration 35Q: 3 clusters Score -558897.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -558898.312500 Penalty: 2842.786133
	Iteration 36Q: 3 clusters Score -558898.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -558900.375000 Penalty: 2842.786133
	Iteration 37Q: 3 clusters Score -558900.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -558905.562500 Penalty: 2842.786133
	Iteration 38Q: 3 clusters Score -558905.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -558909.437500 Penalty: 2842.786133
	Iteration 39Q: 3 clusters Score -558909.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -558911.750000 Penalty: 2842.786133
	Iteration 40F: 3 clusters Score -558911.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -558915.500000 Penalty: 2842.786133
	Iteration 41Q: 3 clusters Score -558915.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -558919.875000 Penalty: 2842.786133
	Iteration 42Q: 3 clusters Score -558919.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -558923.312500 Penalty: 2842.786133
	Iteration 43Q: 3 clusters Score -558923.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -558926.812500 Penalty: 2842.786133
	Iteration 44Q: 3 clusters Score -558926.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -558928.500000 Penalty: 2842.786133
	Iteration 45Q: 3 clusters Score -558928.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -558930.187500 Penalty: 2842.786133
	Iteration 46Q: 3 clusters Score -558930.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -558929.625000 Penalty: 2842.786133
	Iteration 47Q: 3 clusters Score -558929.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -558930.625000 Penalty: 2842.786133
	Iteration 48Q: 3 clusters Score -558930.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -558930.187500 Penalty: 2842.786133
	Iteration 49Q: 3 clusters Score -558930.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -558930.875000 Penalty: 2842.786133
	Iteration 50Q: 3 clusters Score -558930.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -558931.625000 Penalty: 2842.786133
	Iteration 51Q: 3 clusters Score -558931.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -558933.187500 Penalty: 2842.786133
	Iteration 52Q: 3 clusters Score -558933.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -558934.500000 Penalty: 2842.786133
	Iteration 53Q: 3 clusters Score -558934.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -558936.937500 Penalty: 2842.786133
	Iteration 54Q: 3 clusters Score -558936.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -558939.812500 Penalty: 2842.786133
	Iteration 55Q: 3 clusters Score -558939.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -558940.250000 Penalty: 2842.786133
	Iteration 56Q: 3 clusters Score -558940.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -558941.187500 Penalty: 2842.786133
	Iteration 57Q: 3 clusters Score -558941.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -558941.437500 Penalty: 2842.786133
	Iteration 58Q: 3 clusters Score -558941.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -558941.062500 Penalty: 2842.786133
	Iteration 59Q: 3 clusters Score -558941.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -558941.062500 Penalty: 2842.786133
	Iteration 60F: 3 clusters Score -558941.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (126743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126743 members 
Entering Unmasked Estep 
Score: -11538080.000000 Penalty: 1909.361572
	Iteration 0F: 2 clusters Score -1.153808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63537 members 
Mstep: Class 2 contains 63206 members 
Entering Unmasked Estep 
Score: -11453216.000000 Penalty: 3818.723145
	Iteration 0F: 3 clusters Score -1.145322e+07 nChanged 60647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66084 members 
Mstep: Class 2 contains 60659 members 
Entering Unmasked Estep 
Score: -11488705.000000 Penalty: 3818.723145
	Iteration 1F: 3 clusters Score -1.14887e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67583 members 
Mstep: Class 2 contains 59160 members 
Entering Unmasked Estep 
Score: -11489331.000000 Penalty: 3818.723145
	Iteration 2Q: 3 clusters Score -1.148933e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69933 members 
Mstep: Class 2 contains 56810 members 
Entering Unmasked Estep 
Score: -11490159.000000 Penalty: 3818.723145
	Iteration 3Q: 3 clusters Score -1.149016e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73529 members 
Mstep: Class 2 contains 53214 members 
Entering Unmasked Estep 
Score: -11491738.000000 Penalty: 3818.723145
	Iteration 4Q: 3 clusters Score -1.149174e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79010 members 
Mstep: Class 2 contains 47733 members 
Entering Unmasked Estep 
Score: -11494477.000000 Penalty: 3818.723145
	Iteration 5Q: 3 clusters Score -1.149448e+07 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86854 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -11499426.000000 Penalty: 3818.723145
	Iteration 6F: 3 clusters Score -1.149943e+07 nChanged 10559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97393 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -11508059.000000 Penalty: 3818.723145
	Iteration 7F: 3 clusters Score -1.150806e+07 nChanged 11728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109113 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -11519096.000000 Penalty: 3818.723145
	Iteration 8F: 3 clusters Score -1.15191e+07 nChanged 9676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118789 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -11528837.000000 Penalty: 3818.723145
	Iteration 9F: 3 clusters Score -1.152884e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124027 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -11533854.000000 Penalty: 3818.723145
	Iteration 10Q: 3 clusters Score -1.153385e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125938 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -11535635.000000 Penalty: 3818.723145
	Iteration 11Q: 3 clusters Score -1.153564e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126421 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -11536086.000000 Penalty: 3818.723145
	Iteration 12Q: 3 clusters Score -1.153609e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126546 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -11536230.000000 Penalty: 3818.723145
	Iteration 13Q: 3 clusters Score -1.153623e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126577 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -11536303.000000 Penalty: 3818.723145
	Iteration 14Q: 3 clusters Score -1.15363e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126587 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11536340.000000 Penalty: 3818.723145
	Iteration 15Q: 3 clusters Score -1.153634e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126593 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11536353.000000 Penalty: 3818.723145
	Iteration 16Q: 3 clusters Score -1.153635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126594 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11536356.000000 Penalty: 3818.723145
	Iteration 17Q: 3 clusters Score -1.153636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126595 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11536369.000000 Penalty: 3818.723145
	Iteration 18Q: 3 clusters Score -1.153637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126597 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11536373.000000 Penalty: 3818.723145
	Iteration 19Q: 3 clusters Score -1.153637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126599 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11536374.000000 Penalty: 3818.723145
	Iteration 20F: 3 clusters Score -1.153637e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Entering Unmasked Estep 
Score: -364118.187500 Penalty: 1362.345093
	Iteration 0F: 2 clusters Score -364118.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -360554.156250 Penalty: 2724.690186
	Iteration 0F: 3 clusters Score -360554.2 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -361488.625000 Penalty: 2724.690186
	Iteration 1F: 3 clusters Score -361488.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -361701.218750 Penalty: 2724.690186
	Iteration 2F: 3 clusters Score -361701.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -361843.656250 Penalty: 2724.690186
	Iteration 3F: 3 clusters Score -361843.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -361957.750000 Penalty: 2724.690186
	Iteration 4Q: 3 clusters Score -361957.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -362073.250000 Penalty: 2724.690186
	Iteration 5Q: 3 clusters Score -362073.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -362178.250000 Penalty: 2724.690186
	Iteration 6Q: 3 clusters Score -362178.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -362301.562500 Penalty: 2724.690186
	Iteration 7Q: 3 clusters Score -362301.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -362416.968750 Penalty: 2724.690186
	Iteration 8Q: 3 clusters Score -362417 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -362510.812500 Penalty: 2724.690186
	Iteration 9Q: 3 clusters Score -362510.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -362575.593750 Penalty: 2724.690186
	Iteration 10Q: 3 clusters Score -362575.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -362635.031250 Penalty: 2724.690186
	Iteration 11Q: 3 clusters Score -362635 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -362687.406250 Penalty: 2724.690186
	Iteration 12Q: 3 clusters Score -362687.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -362728.000000 Penalty: 2724.690186
	Iteration 13Q: 3 clusters Score -362728 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -362775.031250 Penalty: 2724.690186
	Iteration 14Q: 3 clusters Score -362775 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -362823.531250 Penalty: 2724.690186
	Iteration 15Q: 3 clusters Score -362823.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -362869.968750 Penalty: 2724.690186
	Iteration 16Q: 3 clusters Score -362870 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -362903.218750 Penalty: 2724.690186
	Iteration 17Q: 3 clusters Score -362903.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -362934.406250 Penalty: 2724.690186
	Iteration 18Q: 3 clusters Score -362934.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -362960.500000 Penalty: 2724.690186
	Iteration 19Q: 3 clusters Score -362960.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -362978.406250 Penalty: 2724.690186
	Iteration 20F: 3 clusters Score -362978.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -362990.781250 Penalty: 2724.690186
	Iteration 21Q: 3 clusters Score -362990.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -363005.000000 Penalty: 2724.690186
	Iteration 22Q: 3 clusters Score -363005 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -363017.531250 Penalty: 2724.690186
	Iteration 23Q: 3 clusters Score -363017.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -363030.750000 Penalty: 2724.690186
	Iteration 24Q: 3 clusters Score -363030.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -363039.156250 Penalty: 2724.690186
	Iteration 25Q: 3 clusters Score -363039.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -363046.781250 Penalty: 2724.690186
	Iteration 26Q: 3 clusters Score -363046.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -363051.437500 Penalty: 2724.690186
	Iteration 27Q: 3 clusters Score -363051.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -363056.812500 Penalty: 2724.690186
	Iteration 28Q: 3 clusters Score -363056.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -363060.437500 Penalty: 2724.690186
	Iteration 29Q: 3 clusters Score -363060.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -363064.312500 Penalty: 2724.690186
	Iteration 30Q: 3 clusters Score -363064.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -363067.593750 Penalty: 2724.690186
	Iteration 31Q: 3 clusters Score -363067.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -363068.343750 Penalty: 2724.690186
	Iteration 32Q: 3 clusters Score -363068.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -363069.593750 Penalty: 2724.690186
	Iteration 33Q: 3 clusters Score -363069.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -363073.718750 Penalty: 2724.690186
	Iteration 34Q: 3 clusters Score -363073.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -363079.812500 Penalty: 2724.690186
	Iteration 35Q: 3 clusters Score -363079.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -363083.562500 Penalty: 2724.690186
	Iteration 36Q: 3 clusters Score -363083.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -363085.687500 Penalty: 2724.690186
	Iteration 37Q: 3 clusters Score -363085.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -363086.093750 Penalty: 2724.690186
	Iteration 38Q: 3 clusters Score -363086.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -363086.093750 Penalty: 2724.690186
	Iteration 39F: 3 clusters Score -363086.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Entering Unmasked Estep 
Score: -47240.214844 Penalty: 1035.941528
	Iteration 0F: 2 clusters Score -47240.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46099.089844 Penalty: 2071.883057
	Iteration 0F: 3 clusters Score -46099.09 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -46271.644531 Penalty: 2071.883057
	Iteration 1F: 3 clusters Score -46271.64 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -46343.722656 Penalty: 2071.883057
	Iteration 2F: 3 clusters Score -46343.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -46379.351562 Penalty: 2071.883057
	Iteration 3Q: 3 clusters Score -46379.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -46398.347656 Penalty: 2071.883057
	Iteration 4Q: 3 clusters Score -46398.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -46416.324219 Penalty: 2071.883057
	Iteration 5Q: 3 clusters Score -46416.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -46427.140625 Penalty: 2071.883057
	Iteration 6Q: 3 clusters Score -46427.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -46449.535156 Penalty: 2071.883057
	Iteration 7Q: 3 clusters Score -46449.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -46470.421875 Penalty: 2071.883057
	Iteration 8Q: 3 clusters Score -46470.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -46507.046875 Penalty: 2071.883057
	Iteration 9Q: 3 clusters Score -46507.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -46532.000000 Penalty: 2071.883057
	Iteration 10Q: 3 clusters Score -46532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -46563.867188 Penalty: 2071.883057
	Iteration 11Q: 3 clusters Score -46563.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -46585.824219 Penalty: 2071.883057
	Iteration 12Q: 3 clusters Score -46585.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -46620.679688 Penalty: 2071.883057
	Iteration 13Q: 3 clusters Score -46620.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -46646.132812 Penalty: 2071.883057
	Iteration 14Q: 3 clusters Score -46646.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -46679.445312 Penalty: 2071.883057
	Iteration 15Q: 3 clusters Score -46679.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -46728.265625 Penalty: 2071.883057
	Iteration 16Q: 3 clusters Score -46728.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46808.281250 Penalty: 2071.883057
	Iteration 17Q: 3 clusters Score -46808.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46906.730469 Penalty: 2071.883057
	Iteration 18Q: 3 clusters Score -46906.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -47097.039062 Penalty: 2071.883057
	Iteration 19Q: 3 clusters Score -47097.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47164.949219 Penalty: 2071.883057
	Iteration 20F: 3 clusters Score -47164.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47199.457031 Penalty: 2071.883057
	Iteration 21Q: 3 clusters Score -47199.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47215.273438 Penalty: 2071.883057
	Iteration 22Q: 3 clusters Score -47215.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47222.714844 Penalty: 2071.883057
	Iteration 23Q: 3 clusters Score -47222.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47227.746094 Penalty: 2071.883057
	Iteration 24Q: 3 clusters Score -47227.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -47232.621094 Penalty: 2071.883057
	Iteration 25Q: 3 clusters Score -47232.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -47232.621094 Penalty: 2071.883057
	Iteration 26F: 3 clusters Score -47232.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Entering Unmasked Estep 
Score: -143322.281250 Penalty: 1198.885864
	Iteration 0F: 2 clusters Score -143322.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -141499.218750 Penalty: 2397.771729
	Iteration 0F: 3 clusters Score -141499.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -141860.421875 Penalty: 2397.771729
	Iteration 1F: 3 clusters Score -141860.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -141942.390625 Penalty: 2397.771729
	Iteration 2F: 3 clusters Score -141942.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -141994.203125 Penalty: 2397.771729
	Iteration 3Q: 3 clusters Score -141994.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -142024.921875 Penalty: 2397.771729
	Iteration 4Q: 3 clusters Score -142024.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -142047.906250 Penalty: 2397.771729
	Iteration 5Q: 3 clusters Score -142047.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -142067.312500 Penalty: 2397.771729
	Iteration 6Q: 3 clusters Score -142067.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -142088.500000 Penalty: 2397.771729
	Iteration 7Q: 3 clusters Score -142088.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -142105.031250 Penalty: 2397.771729
	Iteration 8Q: 3 clusters Score -142105 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -142117.296875 Penalty: 2397.771729
	Iteration 9Q: 3 clusters Score -142117.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -142122.093750 Penalty: 2397.771729
	Iteration 10Q: 3 clusters Score -142122.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -142127.828125 Penalty: 2397.771729
	Iteration 11Q: 3 clusters Score -142127.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -142134.875000 Penalty: 2397.771729
	Iteration 12Q: 3 clusters Score -142134.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -142137.984375 Penalty: 2397.771729
	Iteration 13Q: 3 clusters Score -142138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -142139.921875 Penalty: 2397.771729
	Iteration 14Q: 3 clusters Score -142139.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -142140.734375 Penalty: 2397.771729
	Iteration 15Q: 3 clusters Score -142140.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -142141.093750 Penalty: 2397.771729
	Iteration 16Q: 3 clusters Score -142141.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -142141.281250 Penalty: 2397.771729
	Iteration 17Q: 3 clusters Score -142141.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -142142.593750 Penalty: 2397.771729
	Iteration 18Q: 3 clusters Score -142142.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -142142.921875 Penalty: 2397.771729
	Iteration 19Q: 3 clusters Score -142142.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -142143.062500 Penalty: 2397.771729
	Iteration 20F: 3 clusters Score -142143.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -142143.750000 Penalty: 2397.771729
	Iteration 21Q: 3 clusters Score -142143.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -142144.046875 Penalty: 2397.771729
	Iteration 22Q: 3 clusters Score -142144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -142144.265625 Penalty: 2397.771729
	Iteration 23Q: 3 clusters Score -142144.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -142144.265625 Penalty: 2397.771729
	Iteration 24F: 3 clusters Score -142144.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Entering Unmasked Estep 
Score: -289925.625000 Penalty: 1319.353882
	Iteration 0F: 2 clusters Score -289925.6 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 1642 members 
Entering Unmasked Estep 
Score: -287026.218750 Penalty: 2638.707764
	Iteration 0F: 3 clusters Score -287026.2 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -287769.156250 Penalty: 2638.707764
	Iteration 1F: 3 clusters Score -287769.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -287969.687500 Penalty: 2638.707764
	Iteration 2F: 3 clusters Score -287969.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -288143.625000 Penalty: 2638.707764
	Iteration 3F: 3 clusters Score -288143.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -288278.812500 Penalty: 2638.707764
	Iteration 4F: 3 clusters Score -288278.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -288372.437500 Penalty: 2638.707764
	Iteration 5Q: 3 clusters Score -288372.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -288455.031250 Penalty: 2638.707764
	Iteration 6Q: 3 clusters Score -288455 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -288521.718750 Penalty: 2638.707764
	Iteration 7Q: 3 clusters Score -288521.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -288586.562500 Penalty: 2638.707764
	Iteration 8Q: 3 clusters Score -288586.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -288663.843750 Penalty: 2638.707764
	Iteration 9Q: 3 clusters Score -288663.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -288751.437500 Penalty: 2638.707764
	Iteration 10Q: 3 clusters Score -288751.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -288841.031250 Penalty: 2638.707764
	Iteration 11Q: 3 clusters Score -288841 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -288894.656250 Penalty: 2638.707764
	Iteration 12Q: 3 clusters Score -288894.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -288942.437500 Penalty: 2638.707764
	Iteration 13Q: 3 clusters Score -288942.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -288991.312500 Penalty: 2638.707764
	Iteration 14Q: 3 clusters Score -288991.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -289031.468750 Penalty: 2638.707764
	Iteration 15Q: 3 clusters Score -289031.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -289059.750000 Penalty: 2638.707764
	Iteration 16Q: 3 clusters Score -289059.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -289087.875000 Penalty: 2638.707764
	Iteration 17Q: 3 clusters Score -289087.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -289112.281250 Penalty: 2638.707764
	Iteration 18Q: 3 clusters Score -289112.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -289129.093750 Penalty: 2638.707764
	Iteration 19Q: 3 clusters Score -289129.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -289144.562500 Penalty: 2638.707764
	Iteration 20F: 3 clusters Score -289144.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -289160.843750 Penalty: 2638.707764
	Iteration 21Q: 3 clusters Score -289160.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -289169.718750 Penalty: 2638.707764
	Iteration 22Q: 3 clusters Score -289169.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -289177.875000 Penalty: 2638.707764
	Iteration 23Q: 3 clusters Score -289177.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -289184.281250 Penalty: 2638.707764
	Iteration 24Q: 3 clusters Score -289184.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -289186.812500 Penalty: 2638.707764
	Iteration 25Q: 3 clusters Score -289186.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -289190.593750 Penalty: 2638.707764
	Iteration 26Q: 3 clusters Score -289190.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -289190.843750 Penalty: 2638.707764
	Iteration 27Q: 3 clusters Score -289190.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -289191.750000 Penalty: 2638.707764
	Iteration 28Q: 3 clusters Score -289191.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -289191.750000 Penalty: 2638.707764
	Iteration 29F: 3 clusters Score -289191.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (114569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114569 members 
Entering Unmasked Estep 
Score: -10537854.000000 Penalty: 1892.951538
	Iteration 0F: 2 clusters Score -1.053785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57344 members 
Mstep: Class 2 contains 57225 members 
Entering Unmasked Estep 
Score: -10460878.000000 Penalty: 3785.903076
	Iteration 0F: 3 clusters Score -1.046088e+07 nChanged 55157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56617 members 
Mstep: Class 2 contains 57952 members 
Entering Unmasked Estep 
Score: -10494087.000000 Penalty: 3785.903076
	Iteration 1F: 3 clusters Score -1.049409e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55588 members 
Mstep: Class 2 contains 58981 members 
Entering Unmasked Estep 
Score: -10495818.000000 Penalty: 3785.903076
	Iteration 2Q: 3 clusters Score -1.049582e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54046 members 
Mstep: Class 2 contains 60523 members 
Entering Unmasked Estep 
Score: -10498448.000000 Penalty: 3785.903076
	Iteration 3F: 3 clusters Score -1.049845e+07 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52221 members 
Mstep: Class 2 contains 62348 members 
Entering Unmasked Estep 
Score: -10501634.000000 Penalty: 3785.903076
	Iteration 4F: 3 clusters Score -1.050163e+07 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50349 members 
Mstep: Class 2 contains 64220 members 
Entering Unmasked Estep 
Score: -10505211.000000 Penalty: 3785.903076
	Iteration 5F: 3 clusters Score -1.050521e+07 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48618 members 
Mstep: Class 2 contains 65951 members 
Entering Unmasked Estep 
Score: -10508211.000000 Penalty: 3785.903076
	Iteration 6F: 3 clusters Score -1.050821e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 67580 members 
Entering Unmasked Estep 
Score: -10510537.000000 Penalty: 3785.903076
	Iteration 7F: 3 clusters Score -1.051054e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 69071 members 
Entering Unmasked Estep 
Score: -10511900.000000 Penalty: 3785.903076
	Iteration 8Q: 3 clusters Score -1.05119e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 70512 members 
Entering Unmasked Estep 
Score: -10512842.000000 Penalty: 3785.903076
	Iteration 9Q: 3 clusters Score -1.051284e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 72082 members 
Entering Unmasked Estep 
Score: -10513452.000000 Penalty: 3785.903076
	Iteration 10Q: 3 clusters Score -1.051345e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 73856 members 
Entering Unmasked Estep 
Score: -10513932.000000 Penalty: 3785.903076
	Iteration 11Q: 3 clusters Score -1.051393e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 75937 members 
Entering Unmasked Estep 
Score: -10514458.000000 Penalty: 3785.903076
	Iteration 12Q: 3 clusters Score -1.051446e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 78364 members 
Entering Unmasked Estep 
Score: -10515133.000000 Penalty: 3785.903076
	Iteration 13Q: 3 clusters Score -1.051513e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 81184 members 
Entering Unmasked Estep 
Score: -10515977.000000 Penalty: 3785.903076
	Iteration 14Q: 3 clusters Score -1.051598e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 84503 members 
Entering Unmasked Estep 
Score: -10517128.000000 Penalty: 3785.903076
	Iteration 15Q: 3 clusters Score -1.051713e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 88236 members 
Entering Unmasked Estep 
Score: -10518585.000000 Penalty: 3785.903076
	Iteration 16Q: 3 clusters Score -1.051858e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 92332 members 
Entering Unmasked Estep 
Score: -10520596.000000 Penalty: 3785.903076
	Iteration 17Q: 3 clusters Score -1.05206e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 96646 members 
Entering Unmasked Estep 
Score: -10522987.000000 Penalty: 3785.903076
	Iteration 18Q: 3 clusters Score -1.052299e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 101002 members 
Entering Unmasked Estep 
Score: -10525794.000000 Penalty: 3785.903076
	Iteration 19Q: 3 clusters Score -1.052579e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 105089 members 
Entering Unmasked Estep 
Score: -10528856.000000 Penalty: 3785.903076
	Iteration 20F: 3 clusters Score -1.052886e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 108542 members 
Entering Unmasked Estep 
Score: -10531660.000000 Penalty: 3785.903076
	Iteration 21Q: 3 clusters Score -1.053166e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 110978 members 
Entering Unmasked Estep 
Score: -10533618.000000 Penalty: 3785.903076
	Iteration 22Q: 3 clusters Score -1.053362e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 112439 members 
Entering Unmasked Estep 
Score: -10534904.000000 Penalty: 3785.903076
	Iteration 23Q: 3 clusters Score -1.05349e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 113198 members 
Entering Unmasked Estep 
Score: -10535599.000000 Penalty: 3785.903076
	Iteration 24Q: 3 clusters Score -1.05356e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 113542 members 
Entering Unmasked Estep 
Score: -10535954.000000 Penalty: 3785.903076
	Iteration 25Q: 3 clusters Score -1.053595e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 113702 members 
Entering Unmasked Estep 
Score: -10536162.000000 Penalty: 3785.903076
	Iteration 26Q: 3 clusters Score -1.053616e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 113788 members 
Entering Unmasked Estep 
Score: -10536235.000000 Penalty: 3785.903076
	Iteration 27Q: 3 clusters Score -1.053624e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 113839 members 
Entering Unmasked Estep 
Score: -10536299.000000 Penalty: 3785.903076
	Iteration 28Q: 3 clusters Score -1.05363e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 113879 members 
Entering Unmasked Estep 
Score: -10536347.000000 Penalty: 3785.903076
	Iteration 29Q: 3 clusters Score -1.053635e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 113903 members 
Entering Unmasked Estep 
Score: -10536382.000000 Penalty: 3785.903076
	Iteration 30Q: 3 clusters Score -1.053638e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 113923 members 
Entering Unmasked Estep 
Score: -10536385.000000 Penalty: 3785.903076
	Iteration 31Q: 3 clusters Score -1.053638e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 113930 members 
Entering Unmasked Estep 
Score: -10536397.000000 Penalty: 3785.903076
	Iteration 32Q: 3 clusters Score -1.05364e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 113937 members 
Entering Unmasked Estep 
Score: -10536404.000000 Penalty: 3785.903076
	Iteration 33Q: 3 clusters Score -1.05364e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 113944 members 
Entering Unmasked Estep 
Score: -10536403.000000 Penalty: 3785.903076
	Iteration 34Q: 3 clusters Score -1.05364e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 113950 members 
Entering Unmasked Estep 
Score: -10536409.000000 Penalty: 3785.903076
	Iteration 35Q: 3 clusters Score -1.053641e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 113951 members 
Entering Unmasked Estep 
Score: -10536407.000000 Penalty: 3785.903076
	Iteration 36Q: 3 clusters Score -1.053641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 113949 members 
Entering Unmasked Estep 
Score: -10536411.000000 Penalty: 3785.903076
	Iteration 37Q: 3 clusters Score -1.053641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 113952 members 
Entering Unmasked Estep 
Score: -10536410.000000 Penalty: 3785.903076
	Iteration 38Q: 3 clusters Score -1.053641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 113952 members 
Entering Unmasked Estep 
Score: -10536405.000000 Penalty: 3785.903076
	Iteration 39Q: 3 clusters Score -1.05364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 113954 members 
Entering Unmasked Estep 
Score: -10536403.000000 Penalty: 3785.903076
	Iteration 40F: 3 clusters Score -1.05364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 113956 members 
Entering Unmasked Estep 
Score: -10536415.000000 Penalty: 3785.903076
	Iteration 41Q: 3 clusters Score -1.053642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 113956 members 
Entering Unmasked Estep 
Score: -10536415.000000 Penalty: 3785.903076
	Iteration 42F: 3 clusters Score -1.053642e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (78869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78869 members 
Entering Unmasked Estep 
Score: -7298696.500000 Penalty: 1832.275757
	Iteration 0F: 2 clusters Score -7298696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -7245840.500000 Penalty: 3664.551514
	Iteration 0F: 3 clusters Score -7245840 nChanged 37398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -7267414.000000 Penalty: 3664.551514
	Iteration 1F: 3 clusters Score -7267414 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -7267905.500000 Penalty: 3664.551514
	Iteration 2Q: 3 clusters Score -7267906 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -7268382.500000 Penalty: 3664.551514
	Iteration 3Q: 3 clusters Score -7268382 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -7268845.000000 Penalty: 3664.551514
	Iteration 4Q: 3 clusters Score -7268845 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -7269314.500000 Penalty: 3664.551514
	Iteration 5Q: 3 clusters Score -7269314 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -7269840.000000 Penalty: 3664.551514
	Iteration 6Q: 3 clusters Score -7269840 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
Score: -7270489.500000 Penalty: 3664.551514
	Iteration 7Q: 3 clusters Score -7270490 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 40959 members 
Entering Unmasked Estep 
Score: -7271214.000000 Penalty: 3664.551514
	Iteration 8Q: 3 clusters Score -7271214 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -7272275.000000 Penalty: 3664.551514
	Iteration 9Q: 3 clusters Score -7272275 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 41998 members 
Entering Unmasked Estep 
Score: -7273813.500000 Penalty: 3664.551514
	Iteration 10Q: 3 clusters Score -7273814 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -7276024.000000 Penalty: 3664.551514
	Iteration 11Q: 3 clusters Score -7276024 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -7279068.000000 Penalty: 3664.551514
	Iteration 12F: 3 clusters Score -7279068 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -7281900.000000 Penalty: 3664.551514
	Iteration 13F: 3 clusters Score -7281900 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -7283456.500000 Penalty: 3664.551514
	Iteration 14Q: 3 clusters Score -7283456 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -7283975.000000 Penalty: 3664.551514
	Iteration 15Q: 3 clusters Score -7283975 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -7284127.500000 Penalty: 3664.551514
	Iteration 16Q: 3 clusters Score -7284128 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -7284270.000000 Penalty: 3664.551514
	Iteration 17Q: 3 clusters Score -7284270 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -7284335.500000 Penalty: 3664.551514
	Iteration 18Q: 3 clusters Score -7284336 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 44358 members 
Entering Unmasked Estep 
Score: -7284368.500000 Penalty: 3664.551514
	Iteration 19Q: 3 clusters Score -7284368 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -7284435.000000 Penalty: 3664.551514
	Iteration 20F: 3 clusters Score -7284435 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -7284513.000000 Penalty: 3664.551514
	Iteration 21Q: 3 clusters Score -7284513 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 45428 members 
Entering Unmasked Estep 
Score: -7284564.500000 Penalty: 3664.551514
	Iteration 22Q: 3 clusters Score -7284564 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 45821 members 
Entering Unmasked Estep 
Score: -7284652.000000 Penalty: 3664.551514
	Iteration 23Q: 3 clusters Score -7284652 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 46245 members 
Entering Unmasked Estep 
Score: -7284712.500000 Penalty: 3664.551514
	Iteration 24Q: 3 clusters Score -7284712 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -7284800.500000 Penalty: 3664.551514
	Iteration 25Q: 3 clusters Score -7284800 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 47189 members 
Entering Unmasked Estep 
Score: -7284858.000000 Penalty: 3664.551514
	Iteration 26Q: 3 clusters Score -7284858 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 47709 members 
Entering Unmasked Estep 
Score: -7284905.000000 Penalty: 3664.551514
	Iteration 27Q: 3 clusters Score -7284905 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 48229 members 
Entering Unmasked Estep 
Score: -7284951.000000 Penalty: 3664.551514
	Iteration 28Q: 3 clusters Score -7284951 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 48777 members 
Entering Unmasked Estep 
Score: -7285002.500000 Penalty: 3664.551514
	Iteration 29Q: 3 clusters Score -7285002 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 49340 members 
Entering Unmasked Estep 
Score: -7285100.500000 Penalty: 3664.551514
	Iteration 30Q: 3 clusters Score -7285100 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 49920 members 
Entering Unmasked Estep 
Score: -7285206.500000 Penalty: 3664.551514
	Iteration 31Q: 3 clusters Score -7285206 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 50578 members 
Entering Unmasked Estep 
Score: -7285314.500000 Penalty: 3664.551514
	Iteration 32Q: 3 clusters Score -7285314 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 51268 members 
Entering Unmasked Estep 
Score: -7285402.500000 Penalty: 3664.551514
	Iteration 33Q: 3 clusters Score -7285402 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 52009 members 
Entering Unmasked Estep 
Score: -7285543.500000 Penalty: 3664.551514
	Iteration 34Q: 3 clusters Score -7285544 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 52770 members 
Entering Unmasked Estep 
Score: -7285716.500000 Penalty: 3664.551514
	Iteration 35Q: 3 clusters Score -7285716 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 53581 members 
Entering Unmasked Estep 
Score: -7285801.000000 Penalty: 3664.551514
	Iteration 36Q: 3 clusters Score -7285801 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 54483 members 
Entering Unmasked Estep 
Score: -7285991.000000 Penalty: 3664.551514
	Iteration 37Q: 3 clusters Score -7285991 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 55476 members 
Entering Unmasked Estep 
Score: -7286229.000000 Penalty: 3664.551514
	Iteration 38Q: 3 clusters Score -7286229 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 56507 members 
Entering Unmasked Estep 
Score: -7286490.000000 Penalty: 3664.551514
	Iteration 39Q: 3 clusters Score -7286490 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 57612 members 
Entering Unmasked Estep 
Score: -7286738.500000 Penalty: 3664.551514
	Iteration 40F: 3 clusters Score -7286738 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 58714 members 
Entering Unmasked Estep 
Score: -7287059.000000 Penalty: 3664.551514
	Iteration 41Q: 3 clusters Score -7287059 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 59836 members 
Entering Unmasked Estep 
Score: -7287407.500000 Penalty: 3664.551514
	Iteration 42Q: 3 clusters Score -7287408 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 61071 members 
Entering Unmasked Estep 
Score: -7287761.500000 Penalty: 3664.551514
	Iteration 43Q: 3 clusters Score -7287762 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 62346 members 
Entering Unmasked Estep 
Score: -7288174.000000 Penalty: 3664.551514
	Iteration 44Q: 3 clusters Score -7288174 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 63684 members 
Entering Unmasked Estep 
Score: -7288697.500000 Penalty: 3664.551514
	Iteration 45Q: 3 clusters Score -7288698 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 65100 members 
Entering Unmasked Estep 
Score: -7289289.500000 Penalty: 3664.551514
	Iteration 46Q: 3 clusters Score -7289290 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 66557 members 
Entering Unmasked Estep 
Score: -7289947.500000 Penalty: 3664.551514
	Iteration 47Q: 3 clusters Score -7289948 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 67957 members 
Entering Unmasked Estep 
Score: -7290621.000000 Penalty: 3664.551514
	Iteration 48Q: 3 clusters Score -7290621 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 69407 members 
Entering Unmasked Estep 
Score: -7291376.500000 Penalty: 3664.551514
	Iteration 49Q: 3 clusters Score -7291376 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 70775 members 
Entering Unmasked Estep 
Score: -7292195.000000 Penalty: 3664.551514
	Iteration 50Q: 3 clusters Score -7292195 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 72045 members 
Entering Unmasked Estep 
Score: -7292987.000000 Penalty: 3664.551514
	Iteration 51Q: 3 clusters Score -7292987 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 73221 members 
Entering Unmasked Estep 
Score: -7293743.500000 Penalty: 3664.551514
	Iteration 52Q: 3 clusters Score -7293744 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 74214 members 
Entering Unmasked Estep 
Score: -7294428.500000 Penalty: 3664.551514
	Iteration 53Q: 3 clusters Score -7294428 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 75034 members 
Entering Unmasked Estep 
Score: -7294995.000000 Penalty: 3664.551514
	Iteration 54Q: 3 clusters Score -7294995 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 75689 members 
Entering Unmasked Estep 
Score: -7295492.000000 Penalty: 3664.551514
	Iteration 55Q: 3 clusters Score -7295492 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 76207 members 
Entering Unmasked Estep 
Score: -7295884.500000 Penalty: 3664.551514
	Iteration 56Q: 3 clusters Score -7295884 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 76603 members 
Entering Unmasked Estep 
Score: -7296191.500000 Penalty: 3664.551514
	Iteration 57Q: 3 clusters Score -7296192 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 76881 members 
Entering Unmasked Estep 
Score: -7296425.500000 Penalty: 3664.551514
	Iteration 58Q: 3 clusters Score -7296426 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 77088 members 
Entering Unmasked Estep 
Score: -7296573.000000 Penalty: 3664.551514
	Iteration 59Q: 3 clusters Score -7296573 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 77251 members 
Entering Unmasked Estep 
Score: -7296686.000000 Penalty: 3664.551514
	Iteration 60F: 3 clusters Score -7296686 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 77367 members 
Entering Unmasked Estep 
Score: -7296763.500000 Penalty: 3664.551514
	Iteration 61Q: 3 clusters Score -7296764 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 77468 members 
Entering Unmasked Estep 
Score: -7296833.500000 Penalty: 3664.551514
	Iteration 62Q: 3 clusters Score -7296834 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 77542 members 
Entering Unmasked Estep 
Score: -7296865.500000 Penalty: 3664.551514
	Iteration 63Q: 3 clusters Score -7296866 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 77604 members 
Entering Unmasked Estep 
Score: -7296903.500000 Penalty: 3664.551514
	Iteration 64Q: 3 clusters Score -7296904 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 77654 members 
Entering Unmasked Estep 
Score: -7296921.500000 Penalty: 3664.551514
	Iteration 65Q: 3 clusters Score -7296922 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 77700 members 
Entering Unmasked Estep 
Score: -7296928.000000 Penalty: 3664.551514
	Iteration 66Q: 3 clusters Score -7296928 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 77743 members 
Entering Unmasked Estep 
Score: -7296953.500000 Penalty: 3664.551514
	Iteration 67Q: 3 clusters Score -7296954 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 77780 members 
Entering Unmasked Estep 
Score: -7296959.500000 Penalty: 3664.551514
	Iteration 68Q: 3 clusters Score -7296960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 77808 members 
Entering Unmasked Estep 
Score: -7296973.000000 Penalty: 3664.551514
	Iteration 69Q: 3 clusters Score -7296973 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 77828 members 
Entering Unmasked Estep 
Score: -7296979.000000 Penalty: 3664.551514
	Iteration 70Q: 3 clusters Score -7296979 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 77852 members 
Entering Unmasked Estep 
Score: -7296993.000000 Penalty: 3664.551514
	Iteration 71Q: 3 clusters Score -7296993 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 77871 members 
Entering Unmasked Estep 
Score: -7296997.500000 Penalty: 3664.551514
	Iteration 72Q: 3 clusters Score -7296998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 77889 members 
Entering Unmasked Estep 
Score: -7296999.500000 Penalty: 3664.551514
	Iteration 73Q: 3 clusters Score -7297000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 77901 members 
Entering Unmasked Estep 
Score: -7297004.500000 Penalty: 3664.551514
	Iteration 74Q: 3 clusters Score -7297004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 77922 members 
Entering Unmasked Estep 
Score: -7297008.000000 Penalty: 3664.551514
	Iteration 75Q: 3 clusters Score -7297008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 77937 members 
Entering Unmasked Estep 
Score: -7297024.500000 Penalty: 3664.551514
	Iteration 76Q: 3 clusters Score -7297024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 77949 members 
Entering Unmasked Estep 
Score: -7297023.500000 Penalty: 3664.551514
	Iteration 77Q: 3 clusters Score -7297024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 77961 members 
Entering Unmasked Estep 
Score: -7297020.500000 Penalty: 3664.551514
	Iteration 78Q: 3 clusters Score -7297020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 77968 members 
Entering Unmasked Estep 
Score: -7297030.500000 Penalty: 3664.551514
	Iteration 79Q: 3 clusters Score -7297030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 77976 members 
Entering Unmasked Estep 
Score: -7297035.500000 Penalty: 3664.551514
	Iteration 80F: 3 clusters Score -7297036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 77979 members 
Entering Unmasked Estep 
Score: -7297033.000000 Penalty: 3664.551514
	Iteration 81Q: 3 clusters Score -7297033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 77983 members 
Entering Unmasked Estep 
Score: -7297039.500000 Penalty: 3664.551514
	Iteration 82Q: 3 clusters Score -7297040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 77986 members 
Entering Unmasked Estep 
Score: -7297036.500000 Penalty: 3664.551514
	Iteration 83Q: 3 clusters Score -7297036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 77992 members 
Entering Unmasked Estep 
Score: -7297042.500000 Penalty: 3664.551514
	Iteration 84Q: 3 clusters Score -7297042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 77998 members 
Entering Unmasked Estep 
Score: -7297045.500000 Penalty: 3664.551514
	Iteration 85Q: 3 clusters Score -7297046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 78000 members 
Entering Unmasked Estep 
Score: -7297049.000000 Penalty: 3664.551514
	Iteration 86Q: 3 clusters Score -7297049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 78001 members 
Entering Unmasked Estep 
Score: -7297052.000000 Penalty: 3664.551514
	Iteration 87Q: 3 clusters Score -7297052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 78002 members 
Entering Unmasked Estep 
Score: -7297052.000000 Penalty: 3664.551514
	Iteration 88Q: 3 clusters Score -7297052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 78004 members 
Entering Unmasked Estep 
Score: -7297051.500000 Penalty: 3664.551514
	Iteration 89Q: 3 clusters Score -7297052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 78009 members 
Entering Unmasked Estep 
Score: -7297051.000000 Penalty: 3664.551514
	Iteration 90Q: 3 clusters Score -7297051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 78012 members 
Entering Unmasked Estep 
Score: -7297054.500000 Penalty: 3664.551514
	Iteration 91Q: 3 clusters Score -7297054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 78016 members 
Entering Unmasked Estep 
Score: -7297058.000000 Penalty: 3664.551514
	Iteration 92Q: 3 clusters Score -7297058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 78015 members 
Entering Unmasked Estep 
Score: -7297060.000000 Penalty: 3664.551514
	Iteration 93Q: 3 clusters Score -7297060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 78014 members 
Entering Unmasked Estep 
Score: -7297059.000000 Penalty: 3664.551514
	Iteration 94Q: 3 clusters Score -7297059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 78013 members 
Entering Unmasked Estep 
Score: -7297054.500000 Penalty: 3664.551514
	Iteration 95Q: 3 clusters Score -7297054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 78013 members 
Entering Unmasked Estep 
Score: -7297054.500000 Penalty: 3664.551514
	Iteration 96F: 3 clusters Score -7297054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (124841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124841 members 
Entering Unmasked Estep 
Score: -11837281.000000 Penalty: 1906.904419
	Iteration 0F: 2 clusters Score -1.183728e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62315 members 
Mstep: Class 2 contains 62526 members 
Entering Unmasked Estep 
Score: -11753850.000000 Penalty: 3813.808838
	Iteration 0F: 3 clusters Score -1.175385e+07 nChanged 59916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59625 members 
Mstep: Class 2 contains 65216 members 
Entering Unmasked Estep 
Score: -11788608.000000 Penalty: 3813.808838
	Iteration 1F: 3 clusters Score -1.178861e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57805 members 
Mstep: Class 2 contains 67036 members 
Entering Unmasked Estep 
Score: -11789618.000000 Penalty: 3813.808838
	Iteration 2Q: 3 clusters Score -1.178962e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55014 members 
Mstep: Class 2 contains 69827 members 
Entering Unmasked Estep 
Score: -11790915.000000 Penalty: 3813.808838
	Iteration 3Q: 3 clusters Score -1.179092e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50870 members 
Mstep: Class 2 contains 73971 members 
Entering Unmasked Estep 
Score: -11793033.000000 Penalty: 3813.808838
	Iteration 4Q: 3 clusters Score -1.179303e+07 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 79945 members 
Entering Unmasked Estep 
Score: -11796576.000000 Penalty: 3813.808838
	Iteration 5F: 3 clusters Score -1.179658e+07 nChanged 8575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 87940 members 
Entering Unmasked Estep 
Score: -11802214.000000 Penalty: 3813.808838
	Iteration 6F: 3 clusters Score -1.180221e+07 nChanged 9939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 97645 members 
Entering Unmasked Estep 
Score: -11810433.000000 Penalty: 3813.808838
	Iteration 7F: 3 clusters Score -1.181043e+07 nChanged 9972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 107507 members 
Entering Unmasked Estep 
Score: -11819715.000000 Penalty: 3813.808838
	Iteration 8F: 3 clusters Score -1.181972e+07 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 115424 members 
Entering Unmasked Estep 
Score: -11827292.000000 Penalty: 3813.808838
	Iteration 9F: 3 clusters Score -1.182729e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 120304 members 
Entering Unmasked Estep 
Score: -11831811.000000 Penalty: 3813.808838
	Iteration 10Q: 3 clusters Score -1.183181e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 122719 members 
Entering Unmasked Estep 
Score: -11833992.000000 Penalty: 3813.808838
	Iteration 11Q: 3 clusters Score -1.183399e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 123749 members 
Entering Unmasked Estep 
Score: -11834900.000000 Penalty: 3813.808838
	Iteration 12Q: 3 clusters Score -1.18349e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 124157 members 
Entering Unmasked Estep 
Score: -11835307.000000 Penalty: 3813.808838
	Iteration 13Q: 3 clusters Score -1.183531e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 124316 members 
Entering Unmasked Estep 
Score: -11835513.000000 Penalty: 3813.808838
	Iteration 14Q: 3 clusters Score -1.183551e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 124385 members 
Entering Unmasked Estep 
Score: -11835620.000000 Penalty: 3813.808838
	Iteration 15Q: 3 clusters Score -1.183562e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 124412 members 
Entering Unmasked Estep 
Score: -11835681.000000 Penalty: 3813.808838
	Iteration 16Q: 3 clusters Score -1.183568e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 124428 members 
Entering Unmasked Estep 
Score: -11835732.000000 Penalty: 3813.808838
	Iteration 17Q: 3 clusters Score -1.183573e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 124432 members 
Entering Unmasked Estep 
Score: -11835748.000000 Penalty: 3813.808838
	Iteration 18Q: 3 clusters Score -1.183575e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 124427 members 
Entering Unmasked Estep 
Score: -11835770.000000 Penalty: 3813.808838
	Iteration 19Q: 3 clusters Score -1.183577e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 124432 members 
Entering Unmasked Estep 
Score: -11835792.000000 Penalty: 3813.808838
	Iteration 20F: 3 clusters Score -1.183579e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 124433 members 
Entering Unmasked Estep 
Score: -11835810.000000 Penalty: 3813.808838
	Iteration 21Q: 3 clusters Score -1.183581e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 124424 members 
Entering Unmasked Estep 
Score: -11835814.000000 Penalty: 3813.808838
	Iteration 22Q: 3 clusters Score -1.183581e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 124425 members 
Entering Unmasked Estep 
Score: -11835833.000000 Penalty: 3813.808838
	Iteration 23Q: 3 clusters Score -1.183583e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 124426 members 
Entering Unmasked Estep 
Score: -11835837.000000 Penalty: 3813.808838
	Iteration 24Q: 3 clusters Score -1.183584e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 124421 members 
Entering Unmasked Estep 
Score: -11835848.000000 Penalty: 3813.808838
	Iteration 25Q: 3 clusters Score -1.183585e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 124414 members 
Entering Unmasked Estep 
Score: -11835856.000000 Penalty: 3813.808838
	Iteration 26Q: 3 clusters Score -1.183586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 124411 members 
Entering Unmasked Estep 
Score: -11835846.000000 Penalty: 3813.808838
	Iteration 27Q: 3 clusters Score -1.183585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 124409 members 
Entering Unmasked Estep 
Score: -11835852.000000 Penalty: 3813.808838
	Iteration 28Q: 3 clusters Score -1.183585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 124406 members 
Entering Unmasked Estep 
Score: -11835852.000000 Penalty: 3813.808838
	Iteration 29Q: 3 clusters Score -1.183585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 124405 members 
Entering Unmasked Estep 
Score: -11835855.000000 Penalty: 3813.808838
	Iteration 30Q: 3 clusters Score -1.183586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 124405 members 
Entering Unmasked Estep 
Score: -11835857.000000 Penalty: 3813.808838
	Iteration 31Q: 3 clusters Score -1.183586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 124407 members 
Entering Unmasked Estep 
Score: -11835861.000000 Penalty: 3813.808838
	Iteration 32Q: 3 clusters Score -1.183586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 124413 members 
Entering Unmasked Estep 
Score: -11835875.000000 Penalty: 3813.808838
	Iteration 33Q: 3 clusters Score -1.183588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 124416 members 
Entering Unmasked Estep 
Score: -11835878.000000 Penalty: 3813.808838
	Iteration 34Q: 3 clusters Score -1.183588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 124418 members 
Entering Unmasked Estep 
Score: -11835873.000000 Penalty: 3813.808838
	Iteration 35Q: 3 clusters Score -1.183587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 124419 members 
Entering Unmasked Estep 
Score: -11835867.000000 Penalty: 3813.808838
	Iteration 36Q: 3 clusters Score -1.183587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 124418 members 
Entering Unmasked Estep 
Score: -11835867.000000 Penalty: 3813.808838
	Iteration 37Q: 3 clusters Score -1.183587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 124416 members 
Entering Unmasked Estep 
Score: -11835865.000000 Penalty: 3813.808838
	Iteration 38Q: 3 clusters Score -1.183586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 124417 members 
Entering Unmasked Estep 
Score: -11835880.000000 Penalty: 3813.808838
	Iteration 39Q: 3 clusters Score -1.183588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 124413 members 
Entering Unmasked Estep 
Score: -11835881.000000 Penalty: 3813.808838
	Iteration 40F: 3 clusters Score -1.183588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 124412 members 
Entering Unmasked Estep 
Score: -11835882.000000 Penalty: 3813.808838
	Iteration 41Q: 3 clusters Score -1.183588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 124411 members 
Entering Unmasked Estep 
Score: -11835877.000000 Penalty: 3813.808838
	Iteration 42Q: 3 clusters Score -1.183588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 124411 members 
Entering Unmasked Estep 
Score: -11835878.000000 Penalty: 3813.808838
	Iteration 43Q: 3 clusters Score -1.183588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 124411 members 
Entering Unmasked Estep 
Score: -11835883.000000 Penalty: 3813.808838
	Iteration 44Q: 3 clusters Score -1.183588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 124412 members 
Entering Unmasked Estep 
Score: -11835885.000000 Penalty: 3813.808838
	Iteration 45Q: 3 clusters Score -1.183588e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 124414 members 
Entering Unmasked Estep 
Score: -11835906.000000 Penalty: 3813.808838
	Iteration 46Q: 3 clusters Score -1.183591e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 124411 members 
Entering Unmasked Estep 
Score: -11835913.000000 Penalty: 3813.808838
	Iteration 47Q: 3 clusters Score -1.183591e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 124409 members 
Entering Unmasked Estep 
Score: -11835909.000000 Penalty: 3813.808838
	Iteration 48Q: 3 clusters Score -1.183591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 124406 members 
Entering Unmasked Estep 
Score: -11835907.000000 Penalty: 3813.808838
	Iteration 49Q: 3 clusters Score -1.183591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 124406 members 
Entering Unmasked Estep 
Score: -11835910.000000 Penalty: 3813.808838
	Iteration 50Q: 3 clusters Score -1.183591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 124403 members 
Entering Unmasked Estep 
Score: -11835917.000000 Penalty: 3813.808838
	Iteration 51Q: 3 clusters Score -1.183592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 124403 members 
Entering Unmasked Estep 
Score: -11835913.000000 Penalty: 3813.808838
	Iteration 52Q: 3 clusters Score -1.183591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 124405 members 
Entering Unmasked Estep 
Score: -11835910.000000 Penalty: 3813.808838
	Iteration 53Q: 3 clusters Score -1.183591e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 124405 members 
Entering Unmasked Estep 
Score: -11835910.000000 Penalty: 3813.808838
	Iteration 54F: 3 clusters Score -1.183591e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Entering Unmasked Estep 
Score: -2959726.000000 Penalty: 1686.421997
	Iteration 0F: 2 clusters Score -2959726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2938081.500000 Penalty: 3372.843994
	Iteration 0F: 3 clusters Score -2938082 nChanged 14847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -2946458.500000 Penalty: 3372.843994
	Iteration 1F: 3 clusters Score -2946458 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -2946995.500000 Penalty: 3372.843994
	Iteration 2Q: 3 clusters Score -2946996 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2947804.250000 Penalty: 3372.843994
	Iteration 3F: 3 clusters Score -2947804 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -2949178.000000 Penalty: 3372.843994
	Iteration 4F: 3 clusters Score -2949178 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -2951366.750000 Penalty: 3372.843994
	Iteration 5F: 3 clusters Score -2951367 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -2953956.500000 Penalty: 3372.843994
	Iteration 6F: 3 clusters Score -2953956 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2956123.750000 Penalty: 3372.843994
	Iteration 7F: 3 clusters Score -2956124 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2957297.750000 Penalty: 3372.843994
	Iteration 8Q: 3 clusters Score -2957298 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2957802.500000 Penalty: 3372.843994
	Iteration 9Q: 3 clusters Score -2957802 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2958013.500000 Penalty: 3372.843994
	Iteration 10Q: 3 clusters Score -2958014 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2958115.250000 Penalty: 3372.843994
	Iteration 11Q: 3 clusters Score -2958115 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2958152.250000 Penalty: 3372.843994
	Iteration 12Q: 3 clusters Score -2958152 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2958191.250000 Penalty: 3372.843994
	Iteration 13Q: 3 clusters Score -2958191 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2958220.250000 Penalty: 3372.843994
	Iteration 14Q: 3 clusters Score -2958220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2958241.250000 Penalty: 3372.843994
	Iteration 15Q: 3 clusters Score -2958241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2958247.500000 Penalty: 3372.843994
	Iteration 16Q: 3 clusters Score -2958248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2958256.000000 Penalty: 3372.843994
	Iteration 17Q: 3 clusters Score -2958256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2958260.750000 Penalty: 3372.843994
	Iteration 18Q: 3 clusters Score -2958261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2958272.000000 Penalty: 3372.843994
	Iteration 19Q: 3 clusters Score -2958272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2958274.750000 Penalty: 3372.843994
	Iteration 20F: 3 clusters Score -2958275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2958271.500000 Penalty: 3372.843994
	Iteration 21Q: 3 clusters Score -2958272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2958271.500000 Penalty: 3372.843994
	Iteration 22F: 3 clusters Score -2958272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Entering Unmasked Estep 
Score: -318983.562500 Penalty: 1347.090942
	Iteration 0F: 2 clusters Score -318983.6 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 2010 members 
Entering Unmasked Estep 
Score: -315679.406250 Penalty: 2694.181885
	Iteration 0F: 3 clusters Score -315679.4 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -316745.125000 Penalty: 2694.181885
	Iteration 1F: 3 clusters Score -316745.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -317070.593750 Penalty: 2694.181885
	Iteration 2F: 3 clusters Score -317070.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -317346.718750 Penalty: 2694.181885
	Iteration 3F: 3 clusters Score -317346.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -317570.031250 Penalty: 2694.181885
	Iteration 4F: 3 clusters Score -317570 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -317720.281250 Penalty: 2694.181885
	Iteration 5Q: 3 clusters Score -317720.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -317823.218750 Penalty: 2694.181885
	Iteration 6Q: 3 clusters Score -317823.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -317881.937500 Penalty: 2694.181885
	Iteration 7Q: 3 clusters Score -317881.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -317930.156250 Penalty: 2694.181885
	Iteration 8Q: 3 clusters Score -317930.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -317977.281250 Penalty: 2694.181885
	Iteration 9Q: 3 clusters Score -317977.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -318012.843750 Penalty: 2694.181885
	Iteration 10Q: 3 clusters Score -318012.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -318052.437500 Penalty: 2694.181885
	Iteration 11Q: 3 clusters Score -318052.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -318097.312500 Penalty: 2694.181885
	Iteration 12Q: 3 clusters Score -318097.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -318158.843750 Penalty: 2694.181885
	Iteration 13Q: 3 clusters Score -318158.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -318238.937500 Penalty: 2694.181885
	Iteration 14Q: 3 clusters Score -318238.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -318319.562500 Penalty: 2694.181885
	Iteration 15Q: 3 clusters Score -318319.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -318440.312500 Penalty: 2694.181885
	Iteration 16Q: 3 clusters Score -318440.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -318552.437500 Penalty: 2694.181885
	Iteration 17Q: 3 clusters Score -318552.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -318643.593750 Penalty: 2694.181885
	Iteration 18Q: 3 clusters Score -318643.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -318746.468750 Penalty: 2694.181885
	Iteration 19Q: 3 clusters Score -318746.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -318887.687500 Penalty: 2694.181885
	Iteration 20F: 3 clusters Score -318887.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -319028.406250 Penalty: 2694.181885
	Iteration 21Q: 3 clusters Score -319028.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -319102.250000 Penalty: 2694.181885
	Iteration 22Q: 3 clusters Score -319102.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -319140.281250 Penalty: 2694.181885
	Iteration 23Q: 3 clusters Score -319140.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -319176.125000 Penalty: 2694.181885
	Iteration 24Q: 3 clusters Score -319176.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -319201.312500 Penalty: 2694.181885
	Iteration 25Q: 3 clusters Score -319201.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -319225.406250 Penalty: 2694.181885
	Iteration 26Q: 3 clusters Score -319225.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -319247.937500 Penalty: 2694.181885
	Iteration 27Q: 3 clusters Score -319247.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -319258.500000 Penalty: 2694.181885
	Iteration 28Q: 3 clusters Score -319258.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -319269.906250 Penalty: 2694.181885
	Iteration 29Q: 3 clusters Score -319269.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -319277.593750 Penalty: 2694.181885
	Iteration 30Q: 3 clusters Score -319277.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -319281.187500 Penalty: 2694.181885
	Iteration 31Q: 3 clusters Score -319281.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -319286.437500 Penalty: 2694.181885
	Iteration 32Q: 3 clusters Score -319286.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -319288.375000 Penalty: 2694.181885
	Iteration 33Q: 3 clusters Score -319288.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -319289.875000 Penalty: 2694.181885
	Iteration 34Q: 3 clusters Score -319289.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -319292.343750 Penalty: 2694.181885
	Iteration 35Q: 3 clusters Score -319292.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -319297.468750 Penalty: 2694.181885
	Iteration 36Q: 3 clusters Score -319297.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -319300.250000 Penalty: 2694.181885
	Iteration 37Q: 3 clusters Score -319300.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -319302.843750 Penalty: 2694.181885
	Iteration 38Q: 3 clusters Score -319302.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -319304.250000 Penalty: 2694.181885
	Iteration 39Q: 3 clusters Score -319304.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -319304.500000 Penalty: 2694.181885
	Iteration 40F: 3 clusters Score -319304.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -319304.906250 Penalty: 2694.181885
	Iteration 41Q: 3 clusters Score -319304.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -319305.656250 Penalty: 2694.181885
	Iteration 42Q: 3 clusters Score -319305.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -319307.593750 Penalty: 2694.181885
	Iteration 43Q: 3 clusters Score -319307.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -319307.906250 Penalty: 2694.181885
	Iteration 44Q: 3 clusters Score -319307.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -319307.906250 Penalty: 2694.181885
	Iteration 45F: 3 clusters Score -319307.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7411 members 
Mstep: Class 3 contains 40359 members 
Mstep: Class 4 contains 13292 members 
Mstep: Class 5 contains 22531 members 
Mstep: Class 6 contains 8286 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 10893 members 
Mstep: Class 9 contains 6292 members 
Mstep: Class 10 contains 126743 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114569 members 
Mstep: Class 16 contains 78869 members 
Mstep: Class 17 contains 124841 members 
Mstep: Class 18 contains 32144 members 
Mstep: Class 19 contains 3231 members 
Mstep: Class 20 contains 6643 members 
Mstep: Class 21 contains 8988 members 
Mstep: Class 22 contains 68750 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39104 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27900 members 
Mstep: Class 30 contains 59823 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1806 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1976 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8046 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8900 members 
Mstep: Class 39 contains 4303 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13657 members 
Mstep: Class 42 contains 6977 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 13307 members 
Mstep: Class 46 contains 752 members 
Entering Unmasked Estep 
Score: -84457000.000000 Penalty: 102952.773438
Splitting cluster 19 changes total score from -84457608.000000 to -84457000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (6643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Entering Unmasked Estep 
Score: -590445.187500 Penalty: 1430.214355
	Iteration 0F: 2 clusters Score -590445.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -585382.750000 Penalty: 2860.428711
	Iteration 0F: 3 clusters Score -585382.8 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -586899.062500 Penalty: 2860.428711
	Iteration 1F: 3 clusters Score -586899.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -587097.812500 Penalty: 2860.428711
	Iteration 2F: 3 clusters Score -587097.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -587248.625000 Penalty: 2860.428711
	Iteration 3Q: 3 clusters Score -587248.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -587408.687500 Penalty: 2860.428711
	Iteration 4Q: 3 clusters Score -587408.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -587581.250000 Penalty: 2860.428711
	Iteration 5Q: 3 clusters Score -587581.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -587804.437500 Penalty: 2860.428711
	Iteration 6Q: 3 clusters Score -587804.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -588063.625000 Penalty: 2860.428711
	Iteration 7F: 3 clusters Score -588063.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -588392.125000 Penalty: 2860.428711
	Iteration 8F: 3 clusters Score -588392.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -588728.312500 Penalty: 2860.428711
	Iteration 9F: 3 clusters Score -588728.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -588986.437500 Penalty: 2860.428711
	Iteration 10F: 3 clusters Score -588986.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -589147.500000 Penalty: 2860.428711
	Iteration 11Q: 3 clusters Score -589147.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -589285.187500 Penalty: 2860.428711
	Iteration 12Q: 3 clusters Score -589285.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -589411.500000 Penalty: 2860.428711
	Iteration 13Q: 3 clusters Score -589411.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -589525.250000 Penalty: 2860.428711
	Iteration 14Q: 3 clusters Score -589525.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -589619.625000 Penalty: 2860.428711
	Iteration 15Q: 3 clusters Score -589619.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -589685.500000 Penalty: 2860.428711
	Iteration 16Q: 3 clusters Score -589685.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -589736.000000 Penalty: 2860.428711
	Iteration 17Q: 3 clusters Score -589736 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -589780.250000 Penalty: 2860.428711
	Iteration 18Q: 3 clusters Score -589780.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -589821.187500 Penalty: 2860.428711
	Iteration 19Q: 3 clusters Score -589821.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -589863.312500 Penalty: 2860.428711
	Iteration 20F: 3 clusters Score -589863.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -589899.562500 Penalty: 2860.428711
	Iteration 21Q: 3 clusters Score -589899.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -589923.312500 Penalty: 2860.428711
	Iteration 22Q: 3 clusters Score -589923.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -589933.625000 Penalty: 2860.428711
	Iteration 23Q: 3 clusters Score -589933.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -589938.875000 Penalty: 2860.428711
	Iteration 24Q: 3 clusters Score -589938.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -589943.062500 Penalty: 2860.428711
	Iteration 25Q: 3 clusters Score -589943.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -589944.437500 Penalty: 2860.428711
	Iteration 26Q: 3 clusters Score -589944.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -589945.625000 Penalty: 2860.428711
	Iteration 27Q: 3 clusters Score -589945.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -589946.437500 Penalty: 2860.428711
	Iteration 28Q: 3 clusters Score -589946.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -589948.562500 Penalty: 2860.428711
	Iteration 29Q: 3 clusters Score -589948.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -589950.625000 Penalty: 2860.428711
	Iteration 30Q: 3 clusters Score -589950.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -589952.250000 Penalty: 2860.428711
	Iteration 31Q: 3 clusters Score -589952.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -589952.875000 Penalty: 2860.428711
	Iteration 32Q: 3 clusters Score -589952.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -589954.937500 Penalty: 2860.428711
	Iteration 33Q: 3 clusters Score -589954.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -589955.750000 Penalty: 2860.428711
	Iteration 34Q: 3 clusters Score -589955.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -589956.625000 Penalty: 2860.428711
	Iteration 35Q: 3 clusters Score -589956.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -589956.062500 Penalty: 2860.428711
	Iteration 36Q: 3 clusters Score -589956.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -589957.812500 Penalty: 2860.428711
	Iteration 37Q: 3 clusters Score -589957.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -589959.187500 Penalty: 2860.428711
	Iteration 38Q: 3 clusters Score -589959.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -589957.500000 Penalty: 2860.428711
	Iteration 39Q: 3 clusters Score -589957.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -589959.437500 Penalty: 2860.428711
	Iteration 40F: 3 clusters Score -589959.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -589959.500000 Penalty: 2860.428711
	Iteration 41Q: 3 clusters Score -589959.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -589961.000000 Penalty: 2860.428711
	Iteration 42Q: 3 clusters Score -589961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -589961.000000 Penalty: 2860.428711
	Iteration 43F: 3 clusters Score -589961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Entering Unmasked Estep 
Score: -750048.250000 Penalty: 1479.342407
	Iteration 0F: 2 clusters Score -750048.2 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 4454 members 
Entering Unmasked Estep 
Score: -743530.187500 Penalty: 2958.684814
	Iteration 0F: 3 clusters Score -743530.2 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -745593.625000 Penalty: 2958.684814
	Iteration 1F: 3 clusters Score -745593.6 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -745887.187500 Penalty: 2958.684814
	Iteration 2F: 3 clusters Score -745887.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -746149.375000 Penalty: 2958.684814
	Iteration 3F: 3 clusters Score -746149.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -746395.500000 Penalty: 2958.684814
	Iteration 4F: 3 clusters Score -746395.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -746632.687500 Penalty: 2958.684814
	Iteration 5Q: 3 clusters Score -746632.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -746850.312500 Penalty: 2958.684814
	Iteration 6Q: 3 clusters Score -746850.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -747044.625000 Penalty: 2958.684814
	Iteration 7Q: 3 clusters Score -747044.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -747207.062500 Penalty: 2958.684814
	Iteration 8Q: 3 clusters Score -747207.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -747334.250000 Penalty: 2958.684814
	Iteration 9Q: 3 clusters Score -747334.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -747438.312500 Penalty: 2958.684814
	Iteration 10Q: 3 clusters Score -747438.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -747542.125000 Penalty: 2958.684814
	Iteration 11Q: 3 clusters Score -747542.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -747643.375000 Penalty: 2958.684814
	Iteration 12Q: 3 clusters Score -747643.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -747744.125000 Penalty: 2958.684814
	Iteration 13Q: 3 clusters Score -747744.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -747840.812500 Penalty: 2958.684814
	Iteration 14Q: 3 clusters Score -747840.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -747932.000000 Penalty: 2958.684814
	Iteration 15Q: 3 clusters Score -747932 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -748016.875000 Penalty: 2958.684814
	Iteration 16Q: 3 clusters Score -748016.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -748112.375000 Penalty: 2958.684814
	Iteration 17Q: 3 clusters Score -748112.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -748218.437500 Penalty: 2958.684814
	Iteration 18Q: 3 clusters Score -748218.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -748333.625000 Penalty: 2958.684814
	Iteration 19Q: 3 clusters Score -748333.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -748436.062500 Penalty: 2958.684814
	Iteration 20F: 3 clusters Score -748436.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -748531.312500 Penalty: 2958.684814
	Iteration 21Q: 3 clusters Score -748531.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -748611.937500 Penalty: 2958.684814
	Iteration 22Q: 3 clusters Score -748611.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -748687.875000 Penalty: 2958.684814
	Iteration 23Q: 3 clusters Score -748687.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -748746.875000 Penalty: 2958.684814
	Iteration 24Q: 3 clusters Score -748746.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -748807.000000 Penalty: 2958.684814
	Iteration 25Q: 3 clusters Score -748807 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -748855.437500 Penalty: 2958.684814
	Iteration 26Q: 3 clusters Score -748855.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -748899.937500 Penalty: 2958.684814
	Iteration 27Q: 3 clusters Score -748899.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -748939.687500 Penalty: 2958.684814
	Iteration 28Q: 3 clusters Score -748939.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -748965.375000 Penalty: 2958.684814
	Iteration 29Q: 3 clusters Score -748965.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -748991.312500 Penalty: 2958.684814
	Iteration 30Q: 3 clusters Score -748991.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -749005.812500 Penalty: 2958.684814
	Iteration 31Q: 3 clusters Score -749005.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -749014.750000 Penalty: 2958.684814
	Iteration 32Q: 3 clusters Score -749014.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -749023.750000 Penalty: 2958.684814
	Iteration 33Q: 3 clusters Score -749023.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -749034.062500 Penalty: 2958.684814
	Iteration 34Q: 3 clusters Score -749034.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -749040.437500 Penalty: 2958.684814
	Iteration 35Q: 3 clusters Score -749040.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -749046.875000 Penalty: 2958.684814
	Iteration 36Q: 3 clusters Score -749046.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -749050.687500 Penalty: 2958.684814
	Iteration 37Q: 3 clusters Score -749050.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -749052.812500 Penalty: 2958.684814
	Iteration 38Q: 3 clusters Score -749052.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -749055.187500 Penalty: 2958.684814
	Iteration 39Q: 3 clusters Score -749055.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -749056.125000 Penalty: 2958.684814
	Iteration 40F: 3 clusters Score -749056.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -749055.250000 Penalty: 2958.684814
	Iteration 41Q: 3 clusters Score -749055.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -749057.875000 Penalty: 2958.684814
	Iteration 42Q: 3 clusters Score -749057.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -749059.875000 Penalty: 2958.684814
	Iteration 43Q: 3 clusters Score -749059.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -749059.312500 Penalty: 2958.684814
	Iteration 44Q: 3 clusters Score -749059.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -749059.562500 Penalty: 2958.684814
	Iteration 45Q: 3 clusters Score -749059.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -749061.937500 Penalty: 2958.684814
	Iteration 46Q: 3 clusters Score -749061.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -749064.750000 Penalty: 2958.684814
	Iteration 47Q: 3 clusters Score -749064.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -749066.625000 Penalty: 2958.684814
	Iteration 48Q: 3 clusters Score -749066.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -749067.250000 Penalty: 2958.684814
	Iteration 49Q: 3 clusters Score -749067.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -749068.250000 Penalty: 2958.684814
	Iteration 50Q: 3 clusters Score -749068.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -749070.125000 Penalty: 2958.684814
	Iteration 51Q: 3 clusters Score -749070.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -749072.500000 Penalty: 2958.684814
	Iteration 52Q: 3 clusters Score -749072.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -749075.000000 Penalty: 2958.684814
	Iteration 53Q: 3 clusters Score -749075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -749077.187500 Penalty: 2958.684814
	Iteration 54Q: 3 clusters Score -749077.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -749078.500000 Penalty: 2958.684814
	Iteration 55Q: 3 clusters Score -749078.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -749079.812500 Penalty: 2958.684814
	Iteration 56Q: 3 clusters Score -749079.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -749080.250000 Penalty: 2958.684814
	Iteration 57Q: 3 clusters Score -749080.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -749082.062500 Penalty: 2958.684814
	Iteration 58Q: 3 clusters Score -749082.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -749081.187500 Penalty: 2958.684814
	Iteration 59Q: 3 clusters Score -749081.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -749081.687500 Penalty: 2958.684814
	Iteration 60F: 3 clusters Score -749081.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -749082.750000 Penalty: 2958.684814
	Iteration 61Q: 3 clusters Score -749082.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -749084.000000 Penalty: 2958.684814
	Iteration 62Q: 3 clusters Score -749084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -749083.125000 Penalty: 2958.684814
	Iteration 63Q: 3 clusters Score -749083.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -749085.312500 Penalty: 2958.684814
	Iteration 64Q: 3 clusters Score -749085.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -749087.437500 Penalty: 2958.684814
	Iteration 65Q: 3 clusters Score -749087.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -749090.250000 Penalty: 2958.684814
	Iteration 66Q: 3 clusters Score -749090.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -749093.125000 Penalty: 2958.684814
	Iteration 67Q: 3 clusters Score -749093.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -749093.562500 Penalty: 2958.684814
	Iteration 68Q: 3 clusters Score -749093.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -749096.937500 Penalty: 2958.684814
	Iteration 69Q: 3 clusters Score -749096.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -749098.812500 Penalty: 2958.684814
	Iteration 70Q: 3 clusters Score -749098.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -749099.500000 Penalty: 2958.684814
	Iteration 71Q: 3 clusters Score -749099.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -749098.437500 Penalty: 2958.684814
	Iteration 72Q: 3 clusters Score -749098.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -749099.437500 Penalty: 2958.684814
	Iteration 73Q: 3 clusters Score -749099.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -749100.250000 Penalty: 2958.684814
	Iteration 74Q: 3 clusters Score -749100.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -749100.187500 Penalty: 2958.684814
	Iteration 75Q: 3 clusters Score -749100.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -749101.500000 Penalty: 2958.684814
	Iteration 76Q: 3 clusters Score -749101.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -749101.500000 Penalty: 2958.684814
	Iteration 77F: 3 clusters Score -749101.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (68750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68750 members 
Entering Unmasked Estep 
Score: -6351952.500000 Penalty: 1809.962769
	Iteration 0F: 2 clusters Score -6351952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -6305935.000000 Penalty: 3619.925537
	Iteration 0F: 3 clusters Score -6305935 nChanged 32664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -6324548.500000 Penalty: 3619.925537
	Iteration 1F: 3 clusters Score -6324548 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -6325080.000000 Penalty: 3619.925537
	Iteration 2Q: 3 clusters Score -6325080 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -6325610.000000 Penalty: 3619.925537
	Iteration 3Q: 3 clusters Score -6325610 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -6326290.500000 Penalty: 3619.925537
	Iteration 4Q: 3 clusters Score -6326290 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -6327189.500000 Penalty: 3619.925537
	Iteration 5Q: 3 clusters Score -6327190 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38500 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -6328437.500000 Penalty: 3619.925537
	Iteration 6Q: 3 clusters Score -6328438 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -6329962.500000 Penalty: 3619.925537
	Iteration 7F: 3 clusters Score -6329962 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -6331893.500000 Penalty: 3619.925537
	Iteration 8F: 3 clusters Score -6331894 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -6333894.500000 Penalty: 3619.925537
	Iteration 9F: 3 clusters Score -6333894 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48886 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -6335911.500000 Penalty: 3619.925537
	Iteration 10F: 3 clusters Score -6335912 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52117 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -6338080.500000 Penalty: 3619.925537
	Iteration 11F: 3 clusters Score -6338080 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55427 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -6340325.500000 Penalty: 3619.925537
	Iteration 12F: 3 clusters Score -6340326 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58745 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -6342855.500000 Penalty: 3619.925537
	Iteration 13Q: 3 clusters Score -6342856 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61669 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -6345215.000000 Penalty: 3619.925537
	Iteration 14Q: 3 clusters Score -6345215 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64025 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -6347158.000000 Penalty: 3619.925537
	Iteration 15Q: 3 clusters Score -6347158 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65615 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -6348468.000000 Penalty: 3619.925537
	Iteration 16Q: 3 clusters Score -6348468 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66595 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -6349234.000000 Penalty: 3619.925537
	Iteration 17Q: 3 clusters Score -6349234 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67192 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -6349677.000000 Penalty: 3619.925537
	Iteration 18Q: 3 clusters Score -6349677 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67553 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -6349894.000000 Penalty: 3619.925537
	Iteration 19Q: 3 clusters Score -6349894 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67806 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -6350056.000000 Penalty: 3619.925537
	Iteration 20F: 3 clusters Score -6350056 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67962 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6350173.000000 Penalty: 3619.925537
	Iteration 21Q: 3 clusters Score -6350173 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68058 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6350250.500000 Penalty: 3619.925537
	Iteration 22Q: 3 clusters Score -6350250 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68136 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6350315.500000 Penalty: 3619.925537
	Iteration 23Q: 3 clusters Score -6350316 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68182 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -6350354.000000 Penalty: 3619.925537
	Iteration 24Q: 3 clusters Score -6350354 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68215 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6350383.000000 Penalty: 3619.925537
	Iteration 25Q: 3 clusters Score -6350383 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68237 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6350402.000000 Penalty: 3619.925537
	Iteration 26Q: 3 clusters Score -6350402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68258 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6350421.500000 Penalty: 3619.925537
	Iteration 27Q: 3 clusters Score -6350422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68273 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -6350425.000000 Penalty: 3619.925537
	Iteration 28Q: 3 clusters Score -6350425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68282 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6350445.000000 Penalty: 3619.925537
	Iteration 29Q: 3 clusters Score -6350445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68292 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6350450.000000 Penalty: 3619.925537
	Iteration 30Q: 3 clusters Score -6350450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68297 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -6350454.500000 Penalty: 3619.925537
	Iteration 31Q: 3 clusters Score -6350454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68299 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6350457.000000 Penalty: 3619.925537
	Iteration 32Q: 3 clusters Score -6350457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68297 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -6350459.500000 Penalty: 3619.925537
	Iteration 33Q: 3 clusters Score -6350460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68297 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -6350459.500000 Penalty: 3619.925537
	Iteration 34F: 3 clusters Score -6350460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Entering Unmasked Estep 
Score: -249490.578125 Penalty: 1292.756592
	Iteration 0F: 2 clusters Score -249490.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -246878.093750 Penalty: 2585.513184
	Iteration 0F: 3 clusters Score -246878.1 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -247477.437500 Penalty: 2585.513184
	Iteration 1F: 3 clusters Score -247477.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -247590.203125 Penalty: 2585.513184
	Iteration 2F: 3 clusters Score -247590.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -247654.671875 Penalty: 2585.513184
	Iteration 3Q: 3 clusters Score -247654.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -247699.812500 Penalty: 2585.513184
	Iteration 4Q: 3 clusters Score -247699.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -247763.156250 Penalty: 2585.513184
	Iteration 5Q: 3 clusters Score -247763.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -247817.734375 Penalty: 2585.513184
	Iteration 6Q: 3 clusters Score -247817.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -247870.093750 Penalty: 2585.513184
	Iteration 7Q: 3 clusters Score -247870.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -247931.312500 Penalty: 2585.513184
	Iteration 8Q: 3 clusters Score -247931.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -247995.437500 Penalty: 2585.513184
	Iteration 9Q: 3 clusters Score -247995.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -248061.734375 Penalty: 2585.513184
	Iteration 10Q: 3 clusters Score -248061.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -248119.937500 Penalty: 2585.513184
	Iteration 11Q: 3 clusters Score -248119.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -248171.921875 Penalty: 2585.513184
	Iteration 12Q: 3 clusters Score -248171.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -248219.250000 Penalty: 2585.513184
	Iteration 13Q: 3 clusters Score -248219.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -248257.640625 Penalty: 2585.513184
	Iteration 14Q: 3 clusters Score -248257.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -248297.843750 Penalty: 2585.513184
	Iteration 15Q: 3 clusters Score -248297.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -248325.015625 Penalty: 2585.513184
	Iteration 16Q: 3 clusters Score -248325 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -248341.984375 Penalty: 2585.513184
	Iteration 17Q: 3 clusters Score -248342 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -248364.171875 Penalty: 2585.513184
	Iteration 18Q: 3 clusters Score -248364.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -248386.796875 Penalty: 2585.513184
	Iteration 19Q: 3 clusters Score -248386.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -248401.703125 Penalty: 2585.513184
	Iteration 20F: 3 clusters Score -248401.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -248420.593750 Penalty: 2585.513184
	Iteration 21Q: 3 clusters Score -248420.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -248432.343750 Penalty: 2585.513184
	Iteration 22Q: 3 clusters Score -248432.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -248445.234375 Penalty: 2585.513184
	Iteration 23Q: 3 clusters Score -248445.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -248456.171875 Penalty: 2585.513184
	Iteration 24Q: 3 clusters Score -248456.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -248461.359375 Penalty: 2585.513184
	Iteration 25Q: 3 clusters Score -248461.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -248467.734375 Penalty: 2585.513184
	Iteration 26Q: 3 clusters Score -248467.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -248473.390625 Penalty: 2585.513184
	Iteration 27Q: 3 clusters Score -248473.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -248479.546875 Penalty: 2585.513184
	Iteration 28Q: 3 clusters Score -248479.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -248483.843750 Penalty: 2585.513184
	Iteration 29Q: 3 clusters Score -248483.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -248486.281250 Penalty: 2585.513184
	Iteration 30Q: 3 clusters Score -248486.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -248487.656250 Penalty: 2585.513184
	Iteration 31Q: 3 clusters Score -248487.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -248488.015625 Penalty: 2585.513184
	Iteration 32Q: 3 clusters Score -248488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -248489.109375 Penalty: 2585.513184
	Iteration 33Q: 3 clusters Score -248489.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -248491.765625 Penalty: 2585.513184
	Iteration 34Q: 3 clusters Score -248491.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -248493.781250 Penalty: 2585.513184
	Iteration 35Q: 3 clusters Score -248493.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -248495.015625 Penalty: 2585.513184
	Iteration 36Q: 3 clusters Score -248495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -248496.109375 Penalty: 2585.513184
	Iteration 37Q: 3 clusters Score -248496.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -248497.484375 Penalty: 2585.513184
	Iteration 38Q: 3 clusters Score -248497.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -248498.453125 Penalty: 2585.513184
	Iteration 39Q: 3 clusters Score -248498.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -248498.453125 Penalty: 2585.513184
	Iteration 40F: 3 clusters Score -248498.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -45808.515625 Penalty: 1023.579224
	Iteration 0F: 2 clusters Score -45808.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -44687.261719 Penalty: 2047.158447
	Iteration 0F: 3 clusters Score -44687.26 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -44872.281250 Penalty: 2047.158447
	Iteration 1F: 3 clusters Score -44872.28 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -44912.261719 Penalty: 2047.158447
	Iteration 2F: 3 clusters Score -44912.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -44923.640625 Penalty: 2047.158447
	Iteration 3Q: 3 clusters Score -44923.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -44929.261719 Penalty: 2047.158447
	Iteration 4Q: 3 clusters Score -44929.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -44930.765625 Penalty: 2047.158447
	Iteration 5Q: 3 clusters Score -44930.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -44931.281250 Penalty: 2047.158447
	Iteration 6Q: 3 clusters Score -44931.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -44931.281250 Penalty: 2047.158447
	Iteration 7F: 3 clusters Score -44931.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (39104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Entering Unmasked Estep 
Score: -3633525.750000 Penalty: 1718.271851
	Iteration 0F: 2 clusters Score -3633526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -3607347.250000 Penalty: 3436.543701
	Iteration 0F: 3 clusters Score -3607347 nChanged 18245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -3617922.250000 Penalty: 3436.543701
	Iteration 1F: 3 clusters Score -3617922 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -3618968.500000 Penalty: 3436.543701
	Iteration 2F: 3 clusters Score -3618968 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -3620795.500000 Penalty: 3436.543701
	Iteration 3F: 3 clusters Score -3620796 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -3623794.500000 Penalty: 3436.543701
	Iteration 4F: 3 clusters Score -3623794 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -3627394.750000 Penalty: 3436.543701
	Iteration 5F: 3 clusters Score -3627395 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3630114.750000 Penalty: 3436.543701
	Iteration 6F: 3 clusters Score -3630115 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3631310.500000 Penalty: 3436.543701
	Iteration 7Q: 3 clusters Score -3631310 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3631722.000000 Penalty: 3436.543701
	Iteration 8Q: 3 clusters Score -3631722 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3631879.250000 Penalty: 3436.543701
	Iteration 9Q: 3 clusters Score -3631879 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3631944.250000 Penalty: 3436.543701
	Iteration 10Q: 3 clusters Score -3631944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38883 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3631979.250000 Penalty: 3436.543701
	Iteration 11Q: 3 clusters Score -3631979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3632006.750000 Penalty: 3436.543701
	Iteration 12Q: 3 clusters Score -3632007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3632018.000000 Penalty: 3436.543701
	Iteration 13Q: 3 clusters Score -3632018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -3632025.250000 Penalty: 3436.543701
	Iteration 14Q: 3 clusters Score -3632025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -3632037.250000 Penalty: 3436.543701
	Iteration 15Q: 3 clusters Score -3632037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -3632045.000000 Penalty: 3436.543701
	Iteration 16Q: 3 clusters Score -3632045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -3632052.000000 Penalty: 3436.543701
	Iteration 17Q: 3 clusters Score -3632052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3632055.000000 Penalty: 3436.543701
	Iteration 18Q: 3 clusters Score -3632055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -3632055.250000 Penalty: 3436.543701
	Iteration 19Q: 3 clusters Score -3632055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -3632058.250000 Penalty: 3436.543701
	Iteration 20F: 3 clusters Score -3632058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -3632057.250000 Penalty: 3436.543701
	Iteration 21Q: 3 clusters Score -3632057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -3632057.250000 Penalty: 3436.543701
	Iteration 22F: 3 clusters Score -3632057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Entering Unmasked Estep 
Score: -74427.742188 Penalty: 1127.155640
	Iteration 0F: 2 clusters Score -74427.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -72954.617188 Penalty: 2254.311279
	Iteration 0F: 3 clusters Score -72954.62 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -73344.890625 Penalty: 2254.311279
	Iteration 1F: 3 clusters Score -73344.89 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -73490.265625 Penalty: 2254.311279
	Iteration 2F: 3 clusters Score -73490.27 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -73578.031250 Penalty: 2254.311279
	Iteration 3F: 3 clusters Score -73578.03 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -73671.765625 Penalty: 2254.311279
	Iteration 4Q: 3 clusters Score -73671.77 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -73730.609375 Penalty: 2254.311279
	Iteration 5Q: 3 clusters Score -73730.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -73772.445312 Penalty: 2254.311279
	Iteration 6Q: 3 clusters Score -73772.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -73806.648438 Penalty: 2254.311279
	Iteration 7Q: 3 clusters Score -73806.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -73838.390625 Penalty: 2254.311279
	Iteration 8Q: 3 clusters Score -73838.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -73861.296875 Penalty: 2254.311279
	Iteration 9Q: 3 clusters Score -73861.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -73893.570312 Penalty: 2254.311279
	Iteration 10Q: 3 clusters Score -73893.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -73917.429688 Penalty: 2254.311279
	Iteration 11Q: 3 clusters Score -73917.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -73941.031250 Penalty: 2254.311279
	Iteration 12Q: 3 clusters Score -73941.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -73965.812500 Penalty: 2254.311279
	Iteration 13Q: 3 clusters Score -73965.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -73984.671875 Penalty: 2254.311279
	Iteration 14Q: 3 clusters Score -73984.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -74003.039062 Penalty: 2254.311279
	Iteration 15Q: 3 clusters Score -74003.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -74019.664062 Penalty: 2254.311279
	Iteration 16Q: 3 clusters Score -74019.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -74036.671875 Penalty: 2254.311279
	Iteration 17Q: 3 clusters Score -74036.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -74055.578125 Penalty: 2254.311279
	Iteration 18Q: 3 clusters Score -74055.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -74064.289062 Penalty: 2254.311279
	Iteration 19Q: 3 clusters Score -74064.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -74070.960938 Penalty: 2254.311279
	Iteration 20F: 3 clusters Score -74070.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -74075.625000 Penalty: 2254.311279
	Iteration 21Q: 3 clusters Score -74075.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74083.242188 Penalty: 2254.311279
	Iteration 22Q: 3 clusters Score -74083.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -74098.828125 Penalty: 2254.311279
	Iteration 23Q: 3 clusters Score -74098.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -74122.507812 Penalty: 2254.311279
	Iteration 24Q: 3 clusters Score -74122.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -74133.437500 Penalty: 2254.311279
	Iteration 25Q: 3 clusters Score -74133.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -74148.843750 Penalty: 2254.311279
	Iteration 26Q: 3 clusters Score -74148.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -74180.453125 Penalty: 2254.311279
	Iteration 27Q: 3 clusters Score -74180.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -74208.625000 Penalty: 2254.311279
	Iteration 28Q: 3 clusters Score -74208.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -74242.273438 Penalty: 2254.311279
	Iteration 29Q: 3 clusters Score -74242.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -74258.343750 Penalty: 2254.311279
	Iteration 30Q: 3 clusters Score -74258.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -74263.085938 Penalty: 2254.311279
	Iteration 31Q: 3 clusters Score -74263.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -74263.085938 Penalty: 2254.311279
	Iteration 32F: 3 clusters Score -74263.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Entering Unmasked Estep 
Score: -284200.312500 Penalty: 1312.484253
	Iteration 0F: 2 clusters Score -284200.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -281300.500000 Penalty: 2624.968506
	Iteration 0F: 3 clusters Score -281300.5 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -282014.437500 Penalty: 2624.968506
	Iteration 1F: 3 clusters Score -282014.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -282211.000000 Penalty: 2624.968506
	Iteration 2F: 3 clusters Score -282211 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -282360.500000 Penalty: 2624.968506
	Iteration 3F: 3 clusters Score -282360.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -282537.250000 Penalty: 2624.968506
	Iteration 4F: 3 clusters Score -282537.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -282703.656250 Penalty: 2624.968506
	Iteration 5F: 3 clusters Score -282703.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -282851.656250 Penalty: 2624.968506
	Iteration 6Q: 3 clusters Score -282851.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -282983.625000 Penalty: 2624.968506
	Iteration 7Q: 3 clusters Score -282983.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -283078.062500 Penalty: 2624.968506
	Iteration 8Q: 3 clusters Score -283078.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -283144.187500 Penalty: 2624.968506
	Iteration 9Q: 3 clusters Score -283144.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -283190.531250 Penalty: 2624.968506
	Iteration 10Q: 3 clusters Score -283190.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -283229.812500 Penalty: 2624.968506
	Iteration 11Q: 3 clusters Score -283229.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -283259.750000 Penalty: 2624.968506
	Iteration 12Q: 3 clusters Score -283259.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -283280.500000 Penalty: 2624.968506
	Iteration 13Q: 3 clusters Score -283280.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -283297.812500 Penalty: 2624.968506
	Iteration 14Q: 3 clusters Score -283297.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -283312.093750 Penalty: 2624.968506
	Iteration 15Q: 3 clusters Score -283312.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -283322.093750 Penalty: 2624.968506
	Iteration 16Q: 3 clusters Score -283322.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -283332.718750 Penalty: 2624.968506
	Iteration 17Q: 3 clusters Score -283332.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -283342.781250 Penalty: 2624.968506
	Iteration 18Q: 3 clusters Score -283342.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -283348.593750 Penalty: 2624.968506
	Iteration 19Q: 3 clusters Score -283348.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -283352.281250 Penalty: 2624.968506
	Iteration 20F: 3 clusters Score -283352.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -283355.750000 Penalty: 2624.968506
	Iteration 21Q: 3 clusters Score -283355.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -283361.125000 Penalty: 2624.968506
	Iteration 22Q: 3 clusters Score -283361.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -283366.625000 Penalty: 2624.968506
	Iteration 23Q: 3 clusters Score -283366.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -283372.437500 Penalty: 2624.968506
	Iteration 24Q: 3 clusters Score -283372.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -283376.500000 Penalty: 2624.968506
	Iteration 25Q: 3 clusters Score -283376.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -283379.000000 Penalty: 2624.968506
	Iteration 26Q: 3 clusters Score -283379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -283381.687500 Penalty: 2624.968506
	Iteration 27Q: 3 clusters Score -283381.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -283385.531250 Penalty: 2624.968506
	Iteration 28Q: 3 clusters Score -283385.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -283388.312500 Penalty: 2624.968506
	Iteration 29Q: 3 clusters Score -283388.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -283390.781250 Penalty: 2624.968506
	Iteration 30Q: 3 clusters Score -283390.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -283392.281250 Penalty: 2624.968506
	Iteration 31Q: 3 clusters Score -283392.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -283393.906250 Penalty: 2624.968506
	Iteration 32Q: 3 clusters Score -283393.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -283394.906250 Penalty: 2624.968506
	Iteration 33Q: 3 clusters Score -283394.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -283394.687500 Penalty: 2624.968506
	Iteration 34Q: 3 clusters Score -283394.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -283394.687500 Penalty: 2624.968506
	Iteration 35F: 3 clusters Score -283394.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Entering Unmasked Estep 
Score: -144787.609375 Penalty: 1206.620605
	Iteration 0F: 2 clusters Score -144787.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -142911.734375 Penalty: 2413.241211
	Iteration 0F: 3 clusters Score -142911.7 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -143289.984375 Penalty: 2413.241211
	Iteration 1F: 3 clusters Score -143290 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -143445.484375 Penalty: 2413.241211
	Iteration 2F: 3 clusters Score -143445.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -143600.640625 Penalty: 2413.241211
	Iteration 3F: 3 clusters Score -143600.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -143762.218750 Penalty: 2413.241211
	Iteration 4F: 3 clusters Score -143762.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -144008.640625 Penalty: 2413.241211
	Iteration 5F: 3 clusters Score -144008.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -144302.296875 Penalty: 2413.241211
	Iteration 6F: 3 clusters Score -144302.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -144640.687500 Penalty: 2413.241211
	Iteration 7F: 3 clusters Score -144640.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -144809.921875 Penalty: 2413.241211
	Iteration 8F: 3 clusters Score -144809.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -144902.765625 Penalty: 2413.241211
	Iteration 9Q: 3 clusters Score -144902.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -144934.921875 Penalty: 2413.241211
	Iteration 10Q: 3 clusters Score -144934.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -144947.046875 Penalty: 2413.241211
	Iteration 11Q: 3 clusters Score -144947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -144952.046875 Penalty: 2413.241211
	Iteration 12Q: 3 clusters Score -144952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -144955.781250 Penalty: 2413.241211
	Iteration 13Q: 3 clusters Score -144955.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -144959.656250 Penalty: 2413.241211
	Iteration 14Q: 3 clusters Score -144959.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -144960.843750 Penalty: 2413.241211
	Iteration 15Q: 3 clusters Score -144960.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -144960.843750 Penalty: 2413.241211
	Iteration 16F: 3 clusters Score -144960.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7411 members 
Mstep: Class 3 contains 40359 members 
Mstep: Class 4 contains 13292 members 
Mstep: Class 5 contains 22531 members 
Mstep: Class 6 contains 8286 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 10893 members 
Mstep: Class 9 contains 6292 members 
Mstep: Class 10 contains 126743 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114569 members 
Mstep: Class 16 contains 78869 members 
Mstep: Class 17 contains 124841 members 
Mstep: Class 18 contains 32144 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6643 members 
Mstep: Class 21 contains 8988 members 
Mstep: Class 22 contains 68750 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39104 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1009 members 
Mstep: Class 29 contains 27900 members 
Mstep: Class 30 contains 59823 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1806 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1976 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8046 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8900 members 
Mstep: Class 39 contains 4303 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13657 members 
Mstep: Class 42 contains 6977 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 13307 members 
Mstep: Class 46 contains 669 members 
Entering Unmasked Estep 
Score: -84456632.000000 Penalty: 102952.773438
Splitting cluster 28 changes total score from -84457608.000000 to -84456632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (27900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Entering Unmasked Estep 
Score: -2307935.000000 Penalty: 1663.411987
	Iteration 0F: 2 clusters Score -2307935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -2289145.250000 Penalty: 3326.823975
	Iteration 0F: 3 clusters Score -2289145 nChanged 12812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2296861.000000 Penalty: 3326.823975
	Iteration 1F: 3 clusters Score -2296861 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2297730.000000 Penalty: 3326.823975
	Iteration 2F: 3 clusters Score -2297730 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -2298712.000000 Penalty: 3326.823975
	Iteration 3F: 3 clusters Score -2298712 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2299764.750000 Penalty: 3326.823975
	Iteration 4F: 3 clusters Score -2299765 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -2300783.750000 Penalty: 3326.823975
	Iteration 5F: 3 clusters Score -2300784 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2301685.000000 Penalty: 3326.823975
	Iteration 6F: 3 clusters Score -2301685 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2302323.250000 Penalty: 3326.823975
	Iteration 7Q: 3 clusters Score -2302323 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2302789.000000 Penalty: 3326.823975
	Iteration 8Q: 3 clusters Score -2302789 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2303186.250000 Penalty: 3326.823975
	Iteration 9Q: 3 clusters Score -2303186 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2303524.500000 Penalty: 3326.823975
	Iteration 10Q: 3 clusters Score -2303524 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2303821.750000 Penalty: 3326.823975
	Iteration 11Q: 3 clusters Score -2303822 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2304061.750000 Penalty: 3326.823975
	Iteration 12Q: 3 clusters Score -2304062 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2304261.000000 Penalty: 3326.823975
	Iteration 13Q: 3 clusters Score -2304261 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2304411.500000 Penalty: 3326.823975
	Iteration 14Q: 3 clusters Score -2304412 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -2304531.250000 Penalty: 3326.823975
	Iteration 15Q: 3 clusters Score -2304531 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -2304683.750000 Penalty: 3326.823975
	Iteration 16Q: 3 clusters Score -2304684 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2304796.750000 Penalty: 3326.823975
	Iteration 17Q: 3 clusters Score -2304797 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -2304891.500000 Penalty: 3326.823975
	Iteration 18Q: 3 clusters Score -2304892 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -2304959.000000 Penalty: 3326.823975
	Iteration 19Q: 3 clusters Score -2304959 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -2305039.500000 Penalty: 3326.823975
	Iteration 20F: 3 clusters Score -2305040 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -2305093.250000 Penalty: 3326.823975
	Iteration 21Q: 3 clusters Score -2305093 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2305142.000000 Penalty: 3326.823975
	Iteration 22Q: 3 clusters Score -2305142 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -2305192.500000 Penalty: 3326.823975
	Iteration 23Q: 3 clusters Score -2305192 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2305234.500000 Penalty: 3326.823975
	Iteration 24Q: 3 clusters Score -2305234 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -2305304.750000 Penalty: 3326.823975
	Iteration 25Q: 3 clusters Score -2305305 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -2305372.250000 Penalty: 3326.823975
	Iteration 26Q: 3 clusters Score -2305372 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2305478.000000 Penalty: 3326.823975
	Iteration 27Q: 3 clusters Score -2305478 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -2305577.000000 Penalty: 3326.823975
	Iteration 28Q: 3 clusters Score -2305577 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2305680.750000 Penalty: 3326.823975
	Iteration 29Q: 3 clusters Score -2305681 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -2305787.750000 Penalty: 3326.823975
	Iteration 30Q: 3 clusters Score -2305788 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2305893.500000 Penalty: 3326.823975
	Iteration 31Q: 3 clusters Score -2305894 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -2306008.000000 Penalty: 3326.823975
	Iteration 32Q: 3 clusters Score -2306008 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2306088.500000 Penalty: 3326.823975
	Iteration 33Q: 3 clusters Score -2306088 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2306158.000000 Penalty: 3326.823975
	Iteration 34Q: 3 clusters Score -2306158 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -2306222.250000 Penalty: 3326.823975
	Iteration 35Q: 3 clusters Score -2306222 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2306266.750000 Penalty: 3326.823975
	Iteration 36Q: 3 clusters Score -2306267 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2306297.000000 Penalty: 3326.823975
	Iteration 37Q: 3 clusters Score -2306297 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2306335.000000 Penalty: 3326.823975
	Iteration 38Q: 3 clusters Score -2306335 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2306351.000000 Penalty: 3326.823975
	Iteration 39Q: 3 clusters Score -2306351 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2306375.250000 Penalty: 3326.823975
	Iteration 40F: 3 clusters Score -2306375 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2306385.500000 Penalty: 3326.823975
	Iteration 41Q: 3 clusters Score -2306386 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2306391.250000 Penalty: 3326.823975
	Iteration 42Q: 3 clusters Score -2306391 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2306405.250000 Penalty: 3326.823975
	Iteration 43Q: 3 clusters Score -2306405 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2306415.000000 Penalty: 3326.823975
	Iteration 44Q: 3 clusters Score -2306415 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2306429.500000 Penalty: 3326.823975
	Iteration 45Q: 3 clusters Score -2306430 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2306438.000000 Penalty: 3326.823975
	Iteration 46Q: 3 clusters Score -2306438 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2306445.750000 Penalty: 3326.823975
	Iteration 47Q: 3 clusters Score -2306446 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2306444.750000 Penalty: 3326.823975
	Iteration 48Q: 3 clusters Score -2306445 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2306454.750000 Penalty: 3326.823975
	Iteration 49Q: 3 clusters Score -2306455 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2306461.750000 Penalty: 3326.823975
	Iteration 50Q: 3 clusters Score -2306462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2306468.250000 Penalty: 3326.823975
	Iteration 51Q: 3 clusters Score -2306468 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2306475.000000 Penalty: 3326.823975
	Iteration 52Q: 3 clusters Score -2306475 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2306480.500000 Penalty: 3326.823975
	Iteration 53Q: 3 clusters Score -2306480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2306481.500000 Penalty: 3326.823975
	Iteration 54Q: 3 clusters Score -2306482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2306492.500000 Penalty: 3326.823975
	Iteration 55Q: 3 clusters Score -2306492 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2306496.750000 Penalty: 3326.823975
	Iteration 56Q: 3 clusters Score -2306497 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2306500.750000 Penalty: 3326.823975
	Iteration 57Q: 3 clusters Score -2306501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2306503.750000 Penalty: 3326.823975
	Iteration 58Q: 3 clusters Score -2306504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2306504.000000 Penalty: 3326.823975
	Iteration 59Q: 3 clusters Score -2306504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2306505.000000 Penalty: 3326.823975
	Iteration 60F: 3 clusters Score -2306505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2306507.250000 Penalty: 3326.823975
	Iteration 61Q: 3 clusters Score -2306507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2306505.000000 Penalty: 3326.823975
	Iteration 62Q: 3 clusters Score -2306505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2306506.500000 Penalty: 3326.823975
	Iteration 63Q: 3 clusters Score -2306506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2306504.500000 Penalty: 3326.823975
	Iteration 64Q: 3 clusters Score -2306504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2306508.000000 Penalty: 3326.823975
	Iteration 65Q: 3 clusters Score -2306508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2306508.000000 Penalty: 3326.823975
	Iteration 66Q: 3 clusters Score -2306508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2306509.500000 Penalty: 3326.823975
	Iteration 67Q: 3 clusters Score -2306510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2306510.750000 Penalty: 3326.823975
	Iteration 68Q: 3 clusters Score -2306511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2306511.500000 Penalty: 3326.823975
	Iteration 69Q: 3 clusters Score -2306512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2306512.000000 Penalty: 3326.823975
	Iteration 70Q: 3 clusters Score -2306512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2306516.000000 Penalty: 3326.823975
	Iteration 71Q: 3 clusters Score -2306516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2306519.000000 Penalty: 3326.823975
	Iteration 72Q: 3 clusters Score -2306519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2306524.250000 Penalty: 3326.823975
	Iteration 73Q: 3 clusters Score -2306524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2306527.000000 Penalty: 3326.823975
	Iteration 74Q: 3 clusters Score -2306527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2306524.500000 Penalty: 3326.823975
	Iteration 75Q: 3 clusters Score -2306524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2306523.250000 Penalty: 3326.823975
	Iteration 76Q: 3 clusters Score -2306523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2306521.250000 Penalty: 3326.823975
	Iteration 77Q: 3 clusters Score -2306521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2306524.000000 Penalty: 3326.823975
	Iteration 78Q: 3 clusters Score -2306524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2306531.000000 Penalty: 3326.823975
	Iteration 79Q: 3 clusters Score -2306531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2306535.250000 Penalty: 3326.823975
	Iteration 80F: 3 clusters Score -2306535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2306538.500000 Penalty: 3326.823975
	Iteration 81Q: 3 clusters Score -2306538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2306539.750000 Penalty: 3326.823975
	Iteration 82Q: 3 clusters Score -2306540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2306538.250000 Penalty: 3326.823975
	Iteration 83Q: 3 clusters Score -2306538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2306544.000000 Penalty: 3326.823975
	Iteration 84Q: 3 clusters Score -2306544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2306550.500000 Penalty: 3326.823975
	Iteration 85Q: 3 clusters Score -2306550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2306553.750000 Penalty: 3326.823975
	Iteration 86Q: 3 clusters Score -2306554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2306556.750000 Penalty: 3326.823975
	Iteration 87Q: 3 clusters Score -2306557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2306553.500000 Penalty: 3326.823975
	Iteration 88Q: 3 clusters Score -2306554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2306558.000000 Penalty: 3326.823975
	Iteration 89Q: 3 clusters Score -2306558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2306553.500000 Penalty: 3326.823975
	Iteration 90Q: 3 clusters Score -2306554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2306559.000000 Penalty: 3326.823975
	Iteration 91Q: 3 clusters Score -2306559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2306561.000000 Penalty: 3326.823975
	Iteration 92Q: 3 clusters Score -2306561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2306557.750000 Penalty: 3326.823975
	Iteration 93Q: 3 clusters Score -2306558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2306555.250000 Penalty: 3326.823975
	Iteration 94Q: 3 clusters Score -2306555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2306560.750000 Penalty: 3326.823975
	Iteration 95Q: 3 clusters Score -2306561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2306561.250000 Penalty: 3326.823975
	Iteration 96Q: 3 clusters Score -2306561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2306560.750000 Penalty: 3326.823975
	Iteration 97Q: 3 clusters Score -2306561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2306560.750000 Penalty: 3326.823975
	Iteration 98F: 3 clusters Score -2306561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (59823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59823 members 
Entering Unmasked Estep 
Score: -5494662.000000 Penalty: 1787.361084
	Iteration 0F: 2 clusters Score -5494662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -5454628.500000 Penalty: 3574.722168
	Iteration 0F: 3 clusters Score -5454628 nChanged 28375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -5471524.500000 Penalty: 3574.722168
	Iteration 1F: 3 clusters Score -5471524 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -5472267.000000 Penalty: 3574.722168
	Iteration 2Q: 3 clusters Score -5472267 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -5473263.500000 Penalty: 3574.722168
	Iteration 3Q: 3 clusters Score -5473264 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -5474522.000000 Penalty: 3574.722168
	Iteration 4F: 3 clusters Score -5474522 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -5476352.000000 Penalty: 3574.722168
	Iteration 5F: 3 clusters Score -5476352 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -5478893.500000 Penalty: 3574.722168
	Iteration 6F: 3 clusters Score -5478894 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 47944 members 
Entering Unmasked Estep 
Score: -5482249.000000 Penalty: 3574.722168
	Iteration 7F: 3 clusters Score -5482249 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 52156 members 
Entering Unmasked Estep 
Score: -5485978.500000 Penalty: 3574.722168
	Iteration 8F: 3 clusters Score -5485978 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 55590 members 
Entering Unmasked Estep 
Score: -5489227.500000 Penalty: 3574.722168
	Iteration 9F: 3 clusters Score -5489228 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 57783 members 
Entering Unmasked Estep 
Score: -5491321.000000 Penalty: 3574.722168
	Iteration 10Q: 3 clusters Score -5491321 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 58877 members 
Entering Unmasked Estep 
Score: -5492353.500000 Penalty: 3574.722168
	Iteration 11Q: 3 clusters Score -5492354 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 59312 members 
Entering Unmasked Estep 
Score: -5492740.500000 Penalty: 3574.722168
	Iteration 12Q: 3 clusters Score -5492740 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 59464 members 
Entering Unmasked Estep 
Score: -5492885.000000 Penalty: 3574.722168
	Iteration 13Q: 3 clusters Score -5492885 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 59528 members 
Entering Unmasked Estep 
Score: -5492967.500000 Penalty: 3574.722168
	Iteration 14Q: 3 clusters Score -5492968 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 59572 members 
Entering Unmasked Estep 
Score: -5493021.500000 Penalty: 3574.722168
	Iteration 15Q: 3 clusters Score -5493022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 59591 members 
Entering Unmasked Estep 
Score: -5493051.500000 Penalty: 3574.722168
	Iteration 16Q: 3 clusters Score -5493052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 59599 members 
Entering Unmasked Estep 
Score: -5493060.500000 Penalty: 3574.722168
	Iteration 17Q: 3 clusters Score -5493060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 59602 members 
Entering Unmasked Estep 
Score: -5493065.500000 Penalty: 3574.722168
	Iteration 18Q: 3 clusters Score -5493066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 59607 members 
Entering Unmasked Estep 
Score: -5493075.000000 Penalty: 3574.722168
	Iteration 19Q: 3 clusters Score -5493075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 59610 members 
Entering Unmasked Estep 
Score: -5493073.500000 Penalty: 3574.722168
	Iteration 20F: 3 clusters Score -5493074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 59612 members 
Entering Unmasked Estep 
Score: -5493082.000000 Penalty: 3574.722168
	Iteration 21Q: 3 clusters Score -5493082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 59612 members 
Entering Unmasked Estep 
Score: -5493082.000000 Penalty: 3574.722168
	Iteration 22Q: 3 clusters Score -5493082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 59612 members 
Entering Unmasked Estep 
Score: -5493081.000000 Penalty: 3574.722168
	Iteration 23Q: 3 clusters Score -5493081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 59615 members 
Entering Unmasked Estep 
Score: -5493089.000000 Penalty: 3574.722168
	Iteration 24Q: 3 clusters Score -5493089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 59616 members 
Entering Unmasked Estep 
Score: -5493087.000000 Penalty: 3574.722168
	Iteration 25Q: 3 clusters Score -5493087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 59616 members 
Entering Unmasked Estep 
Score: -5493090.500000 Penalty: 3574.722168
	Iteration 26Q: 3 clusters Score -5493090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 59617 members 
Entering Unmasked Estep 
Score: -5493089.500000 Penalty: 3574.722168
	Iteration 27Q: 3 clusters Score -5493090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 59617 members 
Entering Unmasked Estep 
Score: -5493089.500000 Penalty: 3574.722168
	Iteration 28F: 3 clusters Score -5493090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Entering Unmasked Estep 
Score: -105965.460938 Penalty: 1162.370972
	Iteration 0F: 2 clusters Score -105965.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -104358.453125 Penalty: 2324.741943
	Iteration 0F: 3 clusters Score -104358.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -104673.390625 Penalty: 2324.741943
	Iteration 1F: 3 clusters Score -104673.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -104770.742188 Penalty: 2324.741943
	Iteration 2F: 3 clusters Score -104770.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -104838.328125 Penalty: 2324.741943
	Iteration 3F: 3 clusters Score -104838.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -104892.078125 Penalty: 2324.741943
	Iteration 4Q: 3 clusters Score -104892.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -104950.984375 Penalty: 2324.741943
	Iteration 5Q: 3 clusters Score -104951 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -105001.195312 Penalty: 2324.741943
	Iteration 6Q: 3 clusters Score -105001.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -105026.968750 Penalty: 2324.741943
	Iteration 7Q: 3 clusters Score -105027 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -105052.039062 Penalty: 2324.741943
	Iteration 8Q: 3 clusters Score -105052 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -105088.328125 Penalty: 2324.741943
	Iteration 9Q: 3 clusters Score -105088.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -105117.132812 Penalty: 2324.741943
	Iteration 10Q: 3 clusters Score -105117.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -105129.523438 Penalty: 2324.741943
	Iteration 11Q: 3 clusters Score -105129.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -105136.679688 Penalty: 2324.741943
	Iteration 12Q: 3 clusters Score -105136.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -105141.304688 Penalty: 2324.741943
	Iteration 13Q: 3 clusters Score -105141.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -105141.929688 Penalty: 2324.741943
	Iteration 14Q: 3 clusters Score -105141.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -105143.054688 Penalty: 2324.741943
	Iteration 15Q: 3 clusters Score -105143.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -105146.570312 Penalty: 2324.741943
	Iteration 16Q: 3 clusters Score -105146.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -105155.132812 Penalty: 2324.741943
	Iteration 17Q: 3 clusters Score -105155.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -105163.437500 Penalty: 2324.741943
	Iteration 18Q: 3 clusters Score -105163.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -105173.718750 Penalty: 2324.741943
	Iteration 19Q: 3 clusters Score -105173.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -105185.617188 Penalty: 2324.741943
	Iteration 20F: 3 clusters Score -105185.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -105193.968750 Penalty: 2324.741943
	Iteration 21Q: 3 clusters Score -105194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -105206.914062 Penalty: 2324.741943
	Iteration 22Q: 3 clusters Score -105206.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -105212.382812 Penalty: 2324.741943
	Iteration 23Q: 3 clusters Score -105212.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -105219.445312 Penalty: 2324.741943
	Iteration 24Q: 3 clusters Score -105219.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -105227.273438 Penalty: 2324.741943
	Iteration 25Q: 3 clusters Score -105227.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -105234.921875 Penalty: 2324.741943
	Iteration 26Q: 3 clusters Score -105234.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -105247.140625 Penalty: 2324.741943
	Iteration 27Q: 3 clusters Score -105247.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -105261.617188 Penalty: 2324.741943
	Iteration 28Q: 3 clusters Score -105261.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -105274.640625 Penalty: 2324.741943
	Iteration 29Q: 3 clusters Score -105274.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -105287.226562 Penalty: 2324.741943
	Iteration 30Q: 3 clusters Score -105287.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -105299.640625 Penalty: 2324.741943
	Iteration 31Q: 3 clusters Score -105299.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -105312.421875 Penalty: 2324.741943
	Iteration 32Q: 3 clusters Score -105312.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -105330.726562 Penalty: 2324.741943
	Iteration 33Q: 3 clusters Score -105330.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -105345.296875 Penalty: 2324.741943
	Iteration 34Q: 3 clusters Score -105345.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -105362.031250 Penalty: 2324.741943
	Iteration 35Q: 3 clusters Score -105362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -105376.710938 Penalty: 2324.741943
	Iteration 36Q: 3 clusters Score -105376.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -105403.578125 Penalty: 2324.741943
	Iteration 37Q: 3 clusters Score -105403.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -105436.070312 Penalty: 2324.741943
	Iteration 38Q: 3 clusters Score -105436.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -105469.773438 Penalty: 2324.741943
	Iteration 39Q: 3 clusters Score -105469.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -105526.859375 Penalty: 2324.741943
	Iteration 40F: 3 clusters Score -105526.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -105622.585938 Penalty: 2324.741943
	Iteration 41Q: 3 clusters Score -105622.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -105786.437500 Penalty: 2324.741943
	Iteration 42Q: 3 clusters Score -105786.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -105934.742188 Penalty: 2324.741943
	Iteration 43Q: 3 clusters Score -105934.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -106031.617188 Penalty: 2324.741943
	Iteration 44Q: 3 clusters Score -106031.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -106048.117188 Penalty: 2324.741943
	Iteration 45Q: 3 clusters Score -106048.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -106049.406250 Penalty: 2324.741943
	Iteration 46Q: 3 clusters Score -106049.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -106052.687500 Penalty: 2324.741943
	Iteration 47Q: 3 clusters Score -106052.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -106053.210938 Penalty: 2324.741943
	Iteration 48Q: 3 clusters Score -106053.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -106053.210938 Penalty: 2324.741943
	Iteration 49F: 3 clusters Score -106053.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7411 members 
Mstep: Class 3 contains 40359 members 
Mstep: Class 4 contains 13292 members 
Mstep: Class 5 contains 22531 members 
Mstep: Class 6 contains 8286 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 10893 members 
Mstep: Class 9 contains 6292 members 
Mstep: Class 10 contains 126743 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114569 members 
Mstep: Class 16 contains 78869 members 
Mstep: Class 17 contains 124841 members 
Mstep: Class 18 contains 32144 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6643 members 
Mstep: Class 21 contains 8988 members 
Mstep: Class 22 contains 68750 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39104 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27900 members 
Mstep: Class 30 contains 59823 members 
Mstep: Class 31 contains 752 members 
Mstep: Class 32 contains 1806 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1976 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8046 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8900 members 
Mstep: Class 39 contains 4303 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13657 members 
Mstep: Class 42 contains 6977 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 13307 members 
Mstep: Class 46 contains 526 members 
Entering Unmasked Estep 
Score: -84456520.000000 Penalty: 102952.773438
Splitting cluster 31 changes total score from -84457608.000000 to -84456520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (1806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Entering Unmasked Estep 
Score: -128322.171875 Penalty: 1218.566406
	Iteration 0F: 2 clusters Score -128322.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -126368.218750 Penalty: 2437.132812
	Iteration 0F: 3 clusters Score -126368.2 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -127056.125000 Penalty: 2437.132812
	Iteration 1F: 3 clusters Score -127056.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -127351.976562 Penalty: 2437.132812
	Iteration 2F: 3 clusters Score -127352 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -127527.351562 Penalty: 2437.132812
	Iteration 3F: 3 clusters Score -127527.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -127665.992188 Penalty: 2437.132812
	Iteration 4F: 3 clusters Score -127666 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -127786.265625 Penalty: 2437.132812
	Iteration 5Q: 3 clusters Score -127786.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -127844.851562 Penalty: 2437.132812
	Iteration 6Q: 3 clusters Score -127844.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -127905.656250 Penalty: 2437.132812
	Iteration 7Q: 3 clusters Score -127905.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -127956.179688 Penalty: 2437.132812
	Iteration 8Q: 3 clusters Score -127956.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -127986.304688 Penalty: 2437.132812
	Iteration 9Q: 3 clusters Score -127986.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -128009.109375 Penalty: 2437.132812
	Iteration 10Q: 3 clusters Score -128009.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -128029.296875 Penalty: 2437.132812
	Iteration 11Q: 3 clusters Score -128029.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -128044.609375 Penalty: 2437.132812
	Iteration 12Q: 3 clusters Score -128044.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -128058.617188 Penalty: 2437.132812
	Iteration 13Q: 3 clusters Score -128058.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -128073.140625 Penalty: 2437.132812
	Iteration 14Q: 3 clusters Score -128073.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -128085.632812 Penalty: 2437.132812
	Iteration 15Q: 3 clusters Score -128085.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -128099.250000 Penalty: 2437.132812
	Iteration 16Q: 3 clusters Score -128099.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -128108.164062 Penalty: 2437.132812
	Iteration 17Q: 3 clusters Score -128108.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -128111.929688 Penalty: 2437.132812
	Iteration 18Q: 3 clusters Score -128111.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -128113.781250 Penalty: 2437.132812
	Iteration 19Q: 3 clusters Score -128113.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -128117.054688 Penalty: 2437.132812
	Iteration 20F: 3 clusters Score -128117.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -128119.867188 Penalty: 2437.132812
	Iteration 21Q: 3 clusters Score -128119.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -128121.617188 Penalty: 2437.132812
	Iteration 22Q: 3 clusters Score -128121.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -128122.445312 Penalty: 2437.132812
	Iteration 23Q: 3 clusters Score -128122.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -128123.921875 Penalty: 2437.132812
	Iteration 24Q: 3 clusters Score -128123.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -128125.187500 Penalty: 2437.132812
	Iteration 25Q: 3 clusters Score -128125.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -128127.742188 Penalty: 2437.132812
	Iteration 26Q: 3 clusters Score -128127.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -128128.906250 Penalty: 2437.132812
	Iteration 27Q: 3 clusters Score -128128.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -128130.117188 Penalty: 2437.132812
	Iteration 28Q: 3 clusters Score -128130.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -128133.953125 Penalty: 2437.132812
	Iteration 29Q: 3 clusters Score -128134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -128138.554688 Penalty: 2437.132812
	Iteration 30Q: 3 clusters Score -128138.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -128142.648438 Penalty: 2437.132812
	Iteration 31Q: 3 clusters Score -128142.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -128144.875000 Penalty: 2437.132812
	Iteration 32Q: 3 clusters Score -128144.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -128149.726562 Penalty: 2437.132812
	Iteration 33Q: 3 clusters Score -128149.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -128158.507812 Penalty: 2437.132812
	Iteration 34Q: 3 clusters Score -128158.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -128172.765625 Penalty: 2437.132812
	Iteration 35Q: 3 clusters Score -128172.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -128181.515625 Penalty: 2437.132812
	Iteration 36Q: 3 clusters Score -128181.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -128190.726562 Penalty: 2437.132812
	Iteration 37Q: 3 clusters Score -128190.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -128196.726562 Penalty: 2437.132812
	Iteration 38Q: 3 clusters Score -128196.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -128206.429688 Penalty: 2437.132812
	Iteration 39Q: 3 clusters Score -128206.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -128212.414062 Penalty: 2437.132812
	Iteration 40F: 3 clusters Score -128212.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -128215.515625 Penalty: 2437.132812
	Iteration 41Q: 3 clusters Score -128215.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -128217.062500 Penalty: 2437.132812
	Iteration 42Q: 3 clusters Score -128217.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -128218.828125 Penalty: 2437.132812
	Iteration 43Q: 3 clusters Score -128218.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -128219.171875 Penalty: 2437.132812
	Iteration 44Q: 3 clusters Score -128219.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -128219.171875 Penalty: 2437.132812
	Iteration 45F: 3 clusters Score -128219.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -152120.000000 Penalty: 1215.294434
	Iteration 0F: 2 clusters Score -152120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -150184.140625 Penalty: 2430.588867
	Iteration 0F: 3 clusters Score -150184.1 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -150599.125000 Penalty: 2430.588867
	Iteration 1F: 3 clusters Score -150599.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -150705.218750 Penalty: 2430.588867
	Iteration 2F: 3 clusters Score -150705.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -150765.906250 Penalty: 2430.588867
	Iteration 3Q: 3 clusters Score -150765.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -150804.343750 Penalty: 2430.588867
	Iteration 4Q: 3 clusters Score -150804.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -150834.781250 Penalty: 2430.588867
	Iteration 5Q: 3 clusters Score -150834.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -150854.046875 Penalty: 2430.588867
	Iteration 6Q: 3 clusters Score -150854 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -150878.234375 Penalty: 2430.588867
	Iteration 7Q: 3 clusters Score -150878.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -150899.546875 Penalty: 2430.588867
	Iteration 8Q: 3 clusters Score -150899.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -150916.546875 Penalty: 2430.588867
	Iteration 9Q: 3 clusters Score -150916.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -150927.515625 Penalty: 2430.588867
	Iteration 10Q: 3 clusters Score -150927.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -150940.031250 Penalty: 2430.588867
	Iteration 11Q: 3 clusters Score -150940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -150956.500000 Penalty: 2430.588867
	Iteration 12Q: 3 clusters Score -150956.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -150979.906250 Penalty: 2430.588867
	Iteration 13Q: 3 clusters Score -150979.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -151000.593750 Penalty: 2430.588867
	Iteration 14Q: 3 clusters Score -151000.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -151023.296875 Penalty: 2430.588867
	Iteration 15Q: 3 clusters Score -151023.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -151043.125000 Penalty: 2430.588867
	Iteration 16Q: 3 clusters Score -151043.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -151053.921875 Penalty: 2430.588867
	Iteration 17Q: 3 clusters Score -151053.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -151062.906250 Penalty: 2430.588867
	Iteration 18Q: 3 clusters Score -151062.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -151072.031250 Penalty: 2430.588867
	Iteration 19Q: 3 clusters Score -151072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -151078.421875 Penalty: 2430.588867
	Iteration 20F: 3 clusters Score -151078.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -151085.750000 Penalty: 2430.588867
	Iteration 21Q: 3 clusters Score -151085.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -151093.687500 Penalty: 2430.588867
	Iteration 22Q: 3 clusters Score -151093.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -151099.250000 Penalty: 2430.588867
	Iteration 23Q: 3 clusters Score -151099.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -151106.390625 Penalty: 2430.588867
	Iteration 24Q: 3 clusters Score -151106.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -151110.953125 Penalty: 2430.588867
	Iteration 25Q: 3 clusters Score -151111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -151112.359375 Penalty: 2430.588867
	Iteration 26Q: 3 clusters Score -151112.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -151114.171875 Penalty: 2430.588867
	Iteration 27Q: 3 clusters Score -151114.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -151114.171875 Penalty: 2430.588867
	Iteration 28F: 3 clusters Score -151114.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Entering Unmasked Estep 
Score: -168408.468750 Penalty: 1233.184814
	Iteration 0F: 2 clusters Score -168408.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -166406.843750 Penalty: 2466.369629
	Iteration 0F: 3 clusters Score -166406.8 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -167165.531250 Penalty: 2466.369629
	Iteration 1F: 3 clusters Score -167165.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -167491.281250 Penalty: 2466.369629
	Iteration 2F: 3 clusters Score -167491.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -167791.078125 Penalty: 2466.369629
	Iteration 3F: 3 clusters Score -167791.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -168000.640625 Penalty: 2466.369629
	Iteration 4F: 3 clusters Score -168000.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -168135.390625 Penalty: 2466.369629
	Iteration 5F: 3 clusters Score -168135.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -168236.296875 Penalty: 2466.369629
	Iteration 6Q: 3 clusters Score -168236.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -168308.750000 Penalty: 2466.369629
	Iteration 7Q: 3 clusters Score -168308.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -168344.812500 Penalty: 2466.369629
	Iteration 8Q: 3 clusters Score -168344.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -168367.015625 Penalty: 2466.369629
	Iteration 9Q: 3 clusters Score -168367 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -168383.296875 Penalty: 2466.369629
	Iteration 10Q: 3 clusters Score -168383.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -168393.953125 Penalty: 2466.369629
	Iteration 11Q: 3 clusters Score -168394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -168403.171875 Penalty: 2466.369629
	Iteration 12Q: 3 clusters Score -168403.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -168408.515625 Penalty: 2466.369629
	Iteration 13Q: 3 clusters Score -168408.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -168414.281250 Penalty: 2466.369629
	Iteration 14Q: 3 clusters Score -168414.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -168417.484375 Penalty: 2466.369629
	Iteration 15Q: 3 clusters Score -168417.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -168421.140625 Penalty: 2466.369629
	Iteration 16Q: 3 clusters Score -168421.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -168422.500000 Penalty: 2466.369629
	Iteration 17Q: 3 clusters Score -168422.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -168424.343750 Penalty: 2466.369629
	Iteration 18Q: 3 clusters Score -168424.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -168424.906250 Penalty: 2466.369629
	Iteration 19Q: 3 clusters Score -168424.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -168426.062500 Penalty: 2466.369629
	Iteration 20F: 3 clusters Score -168426.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -168426.828125 Penalty: 2466.369629
	Iteration 21Q: 3 clusters Score -168426.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -168426.968750 Penalty: 2466.369629
	Iteration 22Q: 3 clusters Score -168427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -168428.296875 Penalty: 2466.369629
	Iteration 23Q: 3 clusters Score -168428.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -168428.328125 Penalty: 2466.369629
	Iteration 24Q: 3 clusters Score -168428.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -168428.328125 Penalty: 2466.369629
	Iteration 25F: 3 clusters Score -168428.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7411 members 
Mstep: Class 3 contains 40359 members 
Mstep: Class 4 contains 13292 members 
Mstep: Class 5 contains 22531 members 
Mstep: Class 6 contains 8286 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 10893 members 
Mstep: Class 9 contains 6292 members 
Mstep: Class 10 contains 126743 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114569 members 
Mstep: Class 16 contains 78869 members 
Mstep: Class 17 contains 124841 members 
Mstep: Class 18 contains 32144 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6643 members 
Mstep: Class 21 contains 8988 members 
Mstep: Class 22 contains 68750 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39104 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27900 members 
Mstep: Class 30 contains 59823 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1806 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1155 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8046 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8900 members 
Mstep: Class 39 contains 4303 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13657 members 
Mstep: Class 42 contains 6977 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 13307 members 
Mstep: Class 46 contains 821 members 
Entering Unmasked Estep 
Score: -84456488.000000 Penalty: 102952.773438
Splitting cluster 34 changes total score from -84457608.000000 to -84456488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (1360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Entering Unmasked Estep 
Score: -116839.023438 Penalty: 1172.476440
	Iteration 0F: 2 clusters Score -116839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -115163.804688 Penalty: 2344.952881
	Iteration 0F: 3 clusters Score -115163.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -115480.304688 Penalty: 2344.952881
	Iteration 1F: 3 clusters Score -115480.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -115569.570312 Penalty: 2344.952881
	Iteration 2F: 3 clusters Score -115569.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -115628.445312 Penalty: 2344.952881
	Iteration 3Q: 3 clusters Score -115628.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -115668.312500 Penalty: 2344.952881
	Iteration 4Q: 3 clusters Score -115668.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -115706.664062 Penalty: 2344.952881
	Iteration 5Q: 3 clusters Score -115706.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -115748.960938 Penalty: 2344.952881
	Iteration 6Q: 3 clusters Score -115749 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -115805.039062 Penalty: 2344.952881
	Iteration 7Q: 3 clusters Score -115805 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -115845.437500 Penalty: 2344.952881
	Iteration 8Q: 3 clusters Score -115845.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -115883.796875 Penalty: 2344.952881
	Iteration 9Q: 3 clusters Score -115883.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -115921.359375 Penalty: 2344.952881
	Iteration 10Q: 3 clusters Score -115921.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -115952.656250 Penalty: 2344.952881
	Iteration 11Q: 3 clusters Score -115952.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -115970.328125 Penalty: 2344.952881
	Iteration 12Q: 3 clusters Score -115970.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -115980.687500 Penalty: 2344.952881
	Iteration 13Q: 3 clusters Score -115980.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -115985.515625 Penalty: 2344.952881
	Iteration 14Q: 3 clusters Score -115985.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -115989.835938 Penalty: 2344.952881
	Iteration 15Q: 3 clusters Score -115989.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -116007.773438 Penalty: 2344.952881
	Iteration 16Q: 3 clusters Score -116007.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -116019.484375 Penalty: 2344.952881
	Iteration 17Q: 3 clusters Score -116019.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -116030.906250 Penalty: 2344.952881
	Iteration 18Q: 3 clusters Score -116030.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -116040.242188 Penalty: 2344.952881
	Iteration 19Q: 3 clusters Score -116040.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -116048.968750 Penalty: 2344.952881
	Iteration 20F: 3 clusters Score -116049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -116061.000000 Penalty: 2344.952881
	Iteration 21Q: 3 clusters Score -116061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -116065.609375 Penalty: 2344.952881
	Iteration 22Q: 3 clusters Score -116065.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -116073.273438 Penalty: 2344.952881
	Iteration 23Q: 3 clusters Score -116073.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -116077.335938 Penalty: 2344.952881
	Iteration 24Q: 3 clusters Score -116077.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -116078.976562 Penalty: 2344.952881
	Iteration 25Q: 3 clusters Score -116079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -116079.328125 Penalty: 2344.952881
	Iteration 26Q: 3 clusters Score -116079.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -116079.328125 Penalty: 2344.952881
	Iteration 27F: 3 clusters Score -116079.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (8046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Entering Unmasked Estep 
Score: -743078.875000 Penalty: 1461.351196
	Iteration 0F: 2 clusters Score -743078.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -737128.687500 Penalty: 2922.702393
	Iteration 0F: 3 clusters Score -737128.7 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -738965.500000 Penalty: 2922.702393
	Iteration 1F: 3 clusters Score -738965.5 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -739194.687500 Penalty: 2922.702393
	Iteration 2F: 3 clusters Score -739194.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -739406.437500 Penalty: 2922.702393
	Iteration 3F: 3 clusters Score -739406.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -739603.250000 Penalty: 2922.702393
	Iteration 4F: 3 clusters Score -739603.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -739796.875000 Penalty: 2922.702393
	Iteration 5Q: 3 clusters Score -739796.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -740028.375000 Penalty: 2922.702393
	Iteration 6Q: 3 clusters Score -740028.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -740282.375000 Penalty: 2922.702393
	Iteration 7F: 3 clusters Score -740282.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -740528.125000 Penalty: 2922.702393
	Iteration 8Q: 3 clusters Score -740528.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -740758.562500 Penalty: 2922.702393
	Iteration 9Q: 3 clusters Score -740758.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -740991.937500 Penalty: 2922.702393
	Iteration 10Q: 3 clusters Score -740991.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -741213.187500 Penalty: 2922.702393
	Iteration 11Q: 3 clusters Score -741213.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -741398.500000 Penalty: 2922.702393
	Iteration 12Q: 3 clusters Score -741398.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -741513.812500 Penalty: 2922.702393
	Iteration 13Q: 3 clusters Score -741513.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -741580.687500 Penalty: 2922.702393
	Iteration 14Q: 3 clusters Score -741580.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -741621.750000 Penalty: 2922.702393
	Iteration 15Q: 3 clusters Score -741621.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -741658.687500 Penalty: 2922.702393
	Iteration 16Q: 3 clusters Score -741658.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -741707.875000 Penalty: 2922.702393
	Iteration 17Q: 3 clusters Score -741707.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -741732.125000 Penalty: 2922.702393
	Iteration 18Q: 3 clusters Score -741732.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -741752.625000 Penalty: 2922.702393
	Iteration 19Q: 3 clusters Score -741752.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -741771.750000 Penalty: 2922.702393
	Iteration 20F: 3 clusters Score -741771.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -741799.437500 Penalty: 2922.702393
	Iteration 21Q: 3 clusters Score -741799.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -741825.312500 Penalty: 2922.702393
	Iteration 22Q: 3 clusters Score -741825.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -741844.562500 Penalty: 2922.702393
	Iteration 23Q: 3 clusters Score -741844.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -741860.187500 Penalty: 2922.702393
	Iteration 24Q: 3 clusters Score -741860.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -741877.812500 Penalty: 2922.702393
	Iteration 25Q: 3 clusters Score -741877.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -741885.125000 Penalty: 2922.702393
	Iteration 26Q: 3 clusters Score -741885.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -741889.062500 Penalty: 2922.702393
	Iteration 27Q: 3 clusters Score -741889.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -741892.812500 Penalty: 2922.702393
	Iteration 28Q: 3 clusters Score -741892.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -741896.062500 Penalty: 2922.702393
	Iteration 29Q: 3 clusters Score -741896.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -741899.125000 Penalty: 2922.702393
	Iteration 30Q: 3 clusters Score -741899.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -741902.187500 Penalty: 2922.702393
	Iteration 31Q: 3 clusters Score -741902.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -741906.187500 Penalty: 2922.702393
	Iteration 32Q: 3 clusters Score -741906.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -741906.687500 Penalty: 2922.702393
	Iteration 33Q: 3 clusters Score -741906.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -741906.937500 Penalty: 2922.702393
	Iteration 34Q: 3 clusters Score -741906.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -741907.437500 Penalty: 2922.702393
	Iteration 35Q: 3 clusters Score -741907.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -741907.625000 Penalty: 2922.702393
	Iteration 36Q: 3 clusters Score -741907.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -741908.812500 Penalty: 2922.702393
	Iteration 37Q: 3 clusters Score -741908.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -741909.625000 Penalty: 2922.702393
	Iteration 38Q: 3 clusters Score -741909.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -741910.625000 Penalty: 2922.702393
	Iteration 39Q: 3 clusters Score -741910.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -741911.812500 Penalty: 2922.702393
	Iteration 40F: 3 clusters Score -741911.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -741914.250000 Penalty: 2922.702393
	Iteration 41Q: 3 clusters Score -741914.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -741915.062500 Penalty: 2922.702393
	Iteration 42Q: 3 clusters Score -741915.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -741916.187500 Penalty: 2922.702393
	Iteration 43Q: 3 clusters Score -741916.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -741916.062500 Penalty: 2922.702393
	Iteration 44Q: 3 clusters Score -741916.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -741917.187500 Penalty: 2922.702393
	Iteration 45Q: 3 clusters Score -741917.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -741916.750000 Penalty: 2922.702393
	Iteration 46Q: 3 clusters Score -741916.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -741918.000000 Penalty: 2922.702393
	Iteration 47Q: 3 clusters Score -741918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -741918.937500 Penalty: 2922.702393
	Iteration 48Q: 3 clusters Score -741918.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -741918.937500 Penalty: 2922.702393
	Iteration 49F: 3 clusters Score -741918.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Entering Unmasked Estep 
Score: -99238.187500 Penalty: 1169.096069
	Iteration 0F: 2 clusters Score -99238.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -97685.140625 Penalty: 2338.192139
	Iteration 0F: 3 clusters Score -97685.14 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -98113.117188 Penalty: 2338.192139
	Iteration 1F: 3 clusters Score -98113.12 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -98246.593750 Penalty: 2338.192139
	Iteration 2F: 3 clusters Score -98246.59 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -98317.984375 Penalty: 2338.192139
	Iteration 3Q: 3 clusters Score -98317.98 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -98351.445312 Penalty: 2338.192139
	Iteration 4Q: 3 clusters Score -98351.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -98373.289062 Penalty: 2338.192139
	Iteration 5Q: 3 clusters Score -98373.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -98403.992188 Penalty: 2338.192139
	Iteration 6Q: 3 clusters Score -98403.99 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -98445.414062 Penalty: 2338.192139
	Iteration 7Q: 3 clusters Score -98445.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -98482.843750 Penalty: 2338.192139
	Iteration 8Q: 3 clusters Score -98482.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -98506.257812 Penalty: 2338.192139
	Iteration 9Q: 3 clusters Score -98506.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -98526.945312 Penalty: 2338.192139
	Iteration 10Q: 3 clusters Score -98526.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -98572.250000 Penalty: 2338.192139
	Iteration 11Q: 3 clusters Score -98572.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -98614.335938 Penalty: 2338.192139
	Iteration 12Q: 3 clusters Score -98614.34 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -98666.828125 Penalty: 2338.192139
	Iteration 13Q: 3 clusters Score -98666.83 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -98709.062500 Penalty: 2338.192139
	Iteration 14Q: 3 clusters Score -98709.06 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -98746.843750 Penalty: 2338.192139
	Iteration 15Q: 3 clusters Score -98746.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -98771.117188 Penalty: 2338.192139
	Iteration 16Q: 3 clusters Score -98771.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -98794.664062 Penalty: 2338.192139
	Iteration 17Q: 3 clusters Score -98794.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -98852.820312 Penalty: 2338.192139
	Iteration 18Q: 3 clusters Score -98852.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -98907.179688 Penalty: 2338.192139
	Iteration 19Q: 3 clusters Score -98907.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -98983.796875 Penalty: 2338.192139
	Iteration 20F: 3 clusters Score -98983.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -99079.070312 Penalty: 2338.192139
	Iteration 21Q: 3 clusters Score -99079.07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -99139.250000 Penalty: 2338.192139
	Iteration 22Q: 3 clusters Score -99139.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -99181.375000 Penalty: 2338.192139
	Iteration 23Q: 3 clusters Score -99181.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -99251.437500 Penalty: 2338.192139
	Iteration 24Q: 3 clusters Score -99251.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -99331.515625 Penalty: 2338.192139
	Iteration 25Q: 3 clusters Score -99331.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -99366.679688 Penalty: 2338.192139
	Iteration 26Q: 3 clusters Score -99366.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -99396.031250 Penalty: 2338.192139
	Iteration 27Q: 3 clusters Score -99396.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -99414.218750 Penalty: 2338.192139
	Iteration 28Q: 3 clusters Score -99414.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -99429.062500 Penalty: 2338.192139
	Iteration 29Q: 3 clusters Score -99429.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -99442.937500 Penalty: 2338.192139
	Iteration 30Q: 3 clusters Score -99442.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -99455.632812 Penalty: 2338.192139
	Iteration 31Q: 3 clusters Score -99455.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -99460.789062 Penalty: 2338.192139
	Iteration 32Q: 3 clusters Score -99460.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -99470.703125 Penalty: 2338.192139
	Iteration 33Q: 3 clusters Score -99470.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -99474.304688 Penalty: 2338.192139
	Iteration 34Q: 3 clusters Score -99474.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -99475.304688 Penalty: 2338.192139
	Iteration 35Q: 3 clusters Score -99475.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -99475.835938 Penalty: 2338.192139
	Iteration 36Q: 3 clusters Score -99475.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -99476.421875 Penalty: 2338.192139
	Iteration 37Q: 3 clusters Score -99476.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -99477.070312 Penalty: 2338.192139
	Iteration 38Q: 3 clusters Score -99477.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -99479.882812 Penalty: 2338.192139
	Iteration 39Q: 3 clusters Score -99479.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -99480.609375 Penalty: 2338.192139
	Iteration 40F: 3 clusters Score -99480.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7411 members 
Mstep: Class 3 contains 40359 members 
Mstep: Class 4 contains 13292 members 
Mstep: Class 5 contains 22531 members 
Mstep: Class 6 contains 8286 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 10893 members 
Mstep: Class 9 contains 6292 members 
Mstep: Class 10 contains 126743 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114569 members 
Mstep: Class 16 contains 78869 members 
Mstep: Class 17 contains 124841 members 
Mstep: Class 18 contains 32144 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6643 members 
Mstep: Class 21 contains 8988 members 
Mstep: Class 22 contains 68750 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39104 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27900 members 
Mstep: Class 30 contains 59823 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1806 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1976 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8046 members 
Mstep: Class 37 contains 710 members 
Mstep: Class 38 contains 8900 members 
Mstep: Class 39 contains 4303 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13657 members 
Mstep: Class 42 contains 6977 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 13307 members 
Mstep: Class 46 contains 622 members 
Entering Unmasked Estep 
Score: -84456672.000000 Penalty: 102952.773438
Splitting cluster 37 changes total score from -84457608.000000 to -84456672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (8900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Entering Unmasked Estep 
Score: -787414.687500 Penalty: 1477.743530
	Iteration 0F: 2 clusters Score -787414.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -780955.625000 Penalty: 2955.487061
	Iteration 0F: 3 clusters Score -780955.6 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -782979.687500 Penalty: 2955.487061
	Iteration 1F: 3 clusters Score -782979.7 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -783236.875000 Penalty: 2955.487061
	Iteration 2F: 3 clusters Score -783236.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -783436.812500 Penalty: 2955.487061
	Iteration 3F: 3 clusters Score -783436.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -783646.812500 Penalty: 2955.487061
	Iteration 4Q: 3 clusters Score -783646.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -783907.500000 Penalty: 2955.487061
	Iteration 5Q: 3 clusters Score -783907.5 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -784236.250000 Penalty: 2955.487061
	Iteration 6F: 3 clusters Score -784236.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -784677.562500 Penalty: 2955.487061
	Iteration 7F: 3 clusters Score -784677.6 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -785190.562500 Penalty: 2955.487061
	Iteration 8F: 3 clusters Score -785190.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -785641.125000 Penalty: 2955.487061
	Iteration 9F: 3 clusters Score -785641.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -785994.250000 Penalty: 2955.487061
	Iteration 10F: 3 clusters Score -785994.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -786275.250000 Penalty: 2955.487061
	Iteration 11Q: 3 clusters Score -786275.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -786491.500000 Penalty: 2955.487061
	Iteration 12Q: 3 clusters Score -786491.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -786659.562500 Penalty: 2955.487061
	Iteration 13Q: 3 clusters Score -786659.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -786783.500000 Penalty: 2955.487061
	Iteration 14Q: 3 clusters Score -786783.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -786840.937500 Penalty: 2955.487061
	Iteration 15Q: 3 clusters Score -786840.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -786894.000000 Penalty: 2955.487061
	Iteration 16Q: 3 clusters Score -786894 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -786936.000000 Penalty: 2955.487061
	Iteration 17Q: 3 clusters Score -786936 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -786957.937500 Penalty: 2955.487061
	Iteration 18Q: 3 clusters Score -786957.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -786973.562500 Penalty: 2955.487061
	Iteration 19Q: 3 clusters Score -786973.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -786983.812500 Penalty: 2955.487061
	Iteration 20F: 3 clusters Score -786983.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -786993.625000 Penalty: 2955.487061
	Iteration 21Q: 3 clusters Score -786993.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -787004.812500 Penalty: 2955.487061
	Iteration 22Q: 3 clusters Score -787004.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -787009.812500 Penalty: 2955.487061
	Iteration 23Q: 3 clusters Score -787009.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -787018.625000 Penalty: 2955.487061
	Iteration 24Q: 3 clusters Score -787018.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -787029.000000 Penalty: 2955.487061
	Iteration 25Q: 3 clusters Score -787029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -787030.750000 Penalty: 2955.487061
	Iteration 26Q: 3 clusters Score -787030.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -787035.562500 Penalty: 2955.487061
	Iteration 27Q: 3 clusters Score -787035.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -787035.062500 Penalty: 2955.487061
	Iteration 28Q: 3 clusters Score -787035.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -787035.187500 Penalty: 2955.487061
	Iteration 29Q: 3 clusters Score -787035.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -787036.937500 Penalty: 2955.487061
	Iteration 30Q: 3 clusters Score -787036.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -787036.937500 Penalty: 2955.487061
	Iteration 31F: 3 clusters Score -787036.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Entering Unmasked Estep 
Score: -370283.593750 Penalty: 1359.648438
	Iteration 0F: 2 clusters Score -370283.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -366731.156250 Penalty: 2719.296875
	Iteration 0F: 3 clusters Score -366731.2 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -367777.031250 Penalty: 2719.296875
	Iteration 1F: 3 clusters Score -367777 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -368095.500000 Penalty: 2719.296875
	Iteration 2F: 3 clusters Score -368095.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -368374.437500 Penalty: 2719.296875
	Iteration 3F: 3 clusters Score -368374.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -368605.218750 Penalty: 2719.296875
	Iteration 4F: 3 clusters Score -368605.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -368831.906250 Penalty: 2719.296875
	Iteration 5F: 3 clusters Score -368831.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -369042.656250 Penalty: 2719.296875
	Iteration 6F: 3 clusters Score -369042.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -369207.906250 Penalty: 2719.296875
	Iteration 7Q: 3 clusters Score -369207.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -369352.500000 Penalty: 2719.296875
	Iteration 8Q: 3 clusters Score -369352.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -369450.656250 Penalty: 2719.296875
	Iteration 9Q: 3 clusters Score -369450.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -369519.687500 Penalty: 2719.296875
	Iteration 10Q: 3 clusters Score -369519.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -369568.656250 Penalty: 2719.296875
	Iteration 11Q: 3 clusters Score -369568.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -369620.281250 Penalty: 2719.296875
	Iteration 12Q: 3 clusters Score -369620.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -369667.312500 Penalty: 2719.296875
	Iteration 13Q: 3 clusters Score -369667.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -369687.343750 Penalty: 2719.296875
	Iteration 14Q: 3 clusters Score -369687.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -369697.656250 Penalty: 2719.296875
	Iteration 15Q: 3 clusters Score -369697.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -369710.625000 Penalty: 2719.296875
	Iteration 16Q: 3 clusters Score -369710.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -369715.218750 Penalty: 2719.296875
	Iteration 17Q: 3 clusters Score -369715.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -369718.437500 Penalty: 2719.296875
	Iteration 18Q: 3 clusters Score -369718.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -369721.500000 Penalty: 2719.296875
	Iteration 19Q: 3 clusters Score -369721.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -369723.593750 Penalty: 2719.296875
	Iteration 20F: 3 clusters Score -369723.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -369725.593750 Penalty: 2719.296875
	Iteration 21Q: 3 clusters Score -369725.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -369725.093750 Penalty: 2719.296875
	Iteration 22Q: 3 clusters Score -369725.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -369725.468750 Penalty: 2719.296875
	Iteration 23Q: 3 clusters Score -369725.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -369725.593750 Penalty: 2719.296875
	Iteration 24Q: 3 clusters Score -369725.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -369725.406250 Penalty: 2719.296875
	Iteration 25Q: 3 clusters Score -369725.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -369725.406250 Penalty: 2719.296875
	Iteration 26F: 3 clusters Score -369725.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Entering Unmasked Estep 
Score: -111711.414062 Penalty: 1167.132202
	Iteration 0F: 2 clusters Score -111711.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -110083.375000 Penalty: 2334.264404
	Iteration 0F: 3 clusters Score -110083.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -110430.578125 Penalty: 2334.264404
	Iteration 1F: 3 clusters Score -110430.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -110532.054688 Penalty: 2334.264404
	Iteration 2F: 3 clusters Score -110532.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -110595.781250 Penalty: 2334.264404
	Iteration 3Q: 3 clusters Score -110595.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -110665.632812 Penalty: 2334.264404
	Iteration 4Q: 3 clusters Score -110665.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -110773.109375 Penalty: 2334.264404
	Iteration 5Q: 3 clusters Score -110773.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -110937.976562 Penalty: 2334.264404
	Iteration 6Q: 3 clusters Score -110938 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -111147.625000 Penalty: 2334.264404
	Iteration 7Q: 3 clusters Score -111147.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -111372.125000 Penalty: 2334.264404
	Iteration 8F: 3 clusters Score -111372.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -111495.554688 Penalty: 2334.264404
	Iteration 9Q: 3 clusters Score -111495.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -111527.289062 Penalty: 2334.264404
	Iteration 10Q: 3 clusters Score -111527.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -111555.960938 Penalty: 2334.264404
	Iteration 11Q: 3 clusters Score -111556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -111574.421875 Penalty: 2334.264404
	Iteration 12Q: 3 clusters Score -111574.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -111584.281250 Penalty: 2334.264404
	Iteration 13Q: 3 clusters Score -111584.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -111589.601562 Penalty: 2334.264404
	Iteration 14Q: 3 clusters Score -111589.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -111596.812500 Penalty: 2334.264404
	Iteration 15Q: 3 clusters Score -111596.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -111601.164062 Penalty: 2334.264404
	Iteration 16Q: 3 clusters Score -111601.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -111602.546875 Penalty: 2334.264404
	Iteration 17Q: 3 clusters Score -111602.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -111603.062500 Penalty: 2334.264404
	Iteration 18Q: 3 clusters Score -111603.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -111603.617188 Penalty: 2334.264404
	Iteration 19Q: 3 clusters Score -111603.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -111605.070312 Penalty: 2334.264404
	Iteration 20F: 3 clusters Score -111605.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -111606.507812 Penalty: 2334.264404
	Iteration 21Q: 3 clusters Score -111606.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -111608.085938 Penalty: 2334.264404
	Iteration 22Q: 3 clusters Score -111608.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -111609.242188 Penalty: 2334.264404
	Iteration 23Q: 3 clusters Score -111609.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -111611.445312 Penalty: 2334.264404
	Iteration 24Q: 3 clusters Score -111611.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -111611.820312 Penalty: 2334.264404
	Iteration 25Q: 3 clusters Score -111611.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -111611.820312 Penalty: 2334.264404
	Iteration 26F: 3 clusters Score -111611.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (13657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Entering Unmasked Estep 
Score: -1267059.750000 Penalty: 1547.326294
	Iteration 0F: 2 clusters Score -1267060 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 6814 members 
Entering Unmasked Estep 
Score: -1257487.375000 Penalty: 3094.652588
	Iteration 0F: 3 clusters Score -1257487 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1260725.750000 Penalty: 3094.652588
	Iteration 1F: 3 clusters Score -1260726 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1260921.250000 Penalty: 3094.652588
	Iteration 2Q: 3 clusters Score -1260921 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1261080.500000 Penalty: 3094.652588
	Iteration 3Q: 3 clusters Score -1261080 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1261221.750000 Penalty: 3094.652588
	Iteration 4Q: 3 clusters Score -1261222 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1261352.625000 Penalty: 3094.652588
	Iteration 5Q: 3 clusters Score -1261353 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1261501.500000 Penalty: 3094.652588
	Iteration 6Q: 3 clusters Score -1261502 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1261655.375000 Penalty: 3094.652588
	Iteration 7Q: 3 clusters Score -1261655 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1261875.250000 Penalty: 3094.652588
	Iteration 8Q: 3 clusters Score -1261875 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1262164.625000 Penalty: 3094.652588
	Iteration 9Q: 3 clusters Score -1262165 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1262598.875000 Penalty: 3094.652588
	Iteration 10Q: 3 clusters Score -1262599 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1263160.000000 Penalty: 3094.652588
	Iteration 11F: 3 clusters Score -1263160 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1263827.750000 Penalty: 3094.652588
	Iteration 12F: 3 clusters Score -1263828 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1264451.500000 Penalty: 3094.652588
	Iteration 13F: 3 clusters Score -1264452 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1264913.875000 Penalty: 3094.652588
	Iteration 14Q: 3 clusters Score -1264914 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1265242.500000 Penalty: 3094.652588
	Iteration 15Q: 3 clusters Score -1265242 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1265441.625000 Penalty: 3094.652588
	Iteration 16Q: 3 clusters Score -1265442 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1265552.875000 Penalty: 3094.652588
	Iteration 17Q: 3 clusters Score -1265553 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1265618.125000 Penalty: 3094.652588
	Iteration 18Q: 3 clusters Score -1265618 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1265657.125000 Penalty: 3094.652588
	Iteration 19Q: 3 clusters Score -1265657 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1265685.375000 Penalty: 3094.652588
	Iteration 20F: 3 clusters Score -1265685 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1265703.375000 Penalty: 3094.652588
	Iteration 21Q: 3 clusters Score -1265703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1265713.875000 Penalty: 3094.652588
	Iteration 22Q: 3 clusters Score -1265714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1265720.875000 Penalty: 3094.652588
	Iteration 23Q: 3 clusters Score -1265721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1265726.750000 Penalty: 3094.652588
	Iteration 24Q: 3 clusters Score -1265727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1265729.000000 Penalty: 3094.652588
	Iteration 25Q: 3 clusters Score -1265729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1265734.000000 Penalty: 3094.652588
	Iteration 26Q: 3 clusters Score -1265734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1265737.500000 Penalty: 3094.652588
	Iteration 27Q: 3 clusters Score -1265738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1265738.875000 Penalty: 3094.652588
	Iteration 28Q: 3 clusters Score -1265739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1265739.625000 Penalty: 3094.652588
	Iteration 29Q: 3 clusters Score -1265740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1265739.625000 Penalty: 3094.652588
	Iteration 30F: 3 clusters Score -1265740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Entering Unmasked Estep 
Score: -624596.750000 Penalty: 1438.185791
	Iteration 0F: 2 clusters Score -624596.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -619373.062500 Penalty: 2876.371582
	Iteration 0F: 3 clusters Score -619373.1 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -620993.625000 Penalty: 2876.371582
	Iteration 1F: 3 clusters Score -620993.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -621328.375000 Penalty: 2876.371582
	Iteration 2F: 3 clusters Score -621328.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -621694.312500 Penalty: 2876.371582
	Iteration 3F: 3 clusters Score -621694.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -622001.562500 Penalty: 2876.371582
	Iteration 4F: 3 clusters Score -622001.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -622266.250000 Penalty: 2876.371582
	Iteration 5F: 3 clusters Score -622266.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -622440.250000 Penalty: 2876.371582
	Iteration 6Q: 3 clusters Score -622440.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -622596.000000 Penalty: 2876.371582
	Iteration 7Q: 3 clusters Score -622596 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -622747.062500 Penalty: 2876.371582
	Iteration 8Q: 3 clusters Score -622747.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -622892.437500 Penalty: 2876.371582
	Iteration 9Q: 3 clusters Score -622892.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -623009.375000 Penalty: 2876.371582
	Iteration 10Q: 3 clusters Score -623009.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -623104.125000 Penalty: 2876.371582
	Iteration 11Q: 3 clusters Score -623104.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -623164.687500 Penalty: 2876.371582
	Iteration 12Q: 3 clusters Score -623164.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -623206.812500 Penalty: 2876.371582
	Iteration 13Q: 3 clusters Score -623206.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -623243.687500 Penalty: 2876.371582
	Iteration 14Q: 3 clusters Score -623243.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -623272.000000 Penalty: 2876.371582
	Iteration 15Q: 3 clusters Score -623272 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -623299.000000 Penalty: 2876.371582
	Iteration 16Q: 3 clusters Score -623299 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -623314.312500 Penalty: 2876.371582
	Iteration 17Q: 3 clusters Score -623314.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -623326.437500 Penalty: 2876.371582
	Iteration 18Q: 3 clusters Score -623326.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -623334.250000 Penalty: 2876.371582
	Iteration 19Q: 3 clusters Score -623334.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -623340.250000 Penalty: 2876.371582
	Iteration 20F: 3 clusters Score -623340.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -623342.375000 Penalty: 2876.371582
	Iteration 21Q: 3 clusters Score -623342.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -623344.750000 Penalty: 2876.371582
	Iteration 22Q: 3 clusters Score -623344.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -623348.875000 Penalty: 2876.371582
	Iteration 23Q: 3 clusters Score -623348.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -623351.500000 Penalty: 2876.371582
	Iteration 24Q: 3 clusters Score -623351.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -623351.687500 Penalty: 2876.371582
	Iteration 25Q: 3 clusters Score -623351.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -623352.812500 Penalty: 2876.371582
	Iteration 26Q: 3 clusters Score -623352.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -623355.062500 Penalty: 2876.371582
	Iteration 27Q: 3 clusters Score -623355.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -623356.187500 Penalty: 2876.371582
	Iteration 28Q: 3 clusters Score -623356.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -623358.812500 Penalty: 2876.371582
	Iteration 29Q: 3 clusters Score -623358.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -623360.187500 Penalty: 2876.371582
	Iteration 30Q: 3 clusters Score -623360.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -623359.562500 Penalty: 2876.371582
	Iteration 31Q: 3 clusters Score -623359.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -623360.875000 Penalty: 2876.371582
	Iteration 32Q: 3 clusters Score -623360.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -623361.875000 Penalty: 2876.371582
	Iteration 33Q: 3 clusters Score -623361.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -623362.687500 Penalty: 2876.371582
	Iteration 34Q: 3 clusters Score -623362.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -623364.687500 Penalty: 2876.371582
	Iteration 35Q: 3 clusters Score -623364.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -623365.437500 Penalty: 2876.371582
	Iteration 36Q: 3 clusters Score -623365.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -623366.250000 Penalty: 2876.371582
	Iteration 37Q: 3 clusters Score -623366.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -623366.250000 Penalty: 2876.371582
	Iteration 38F: 3 clusters Score -623366.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Entering Unmasked Estep 
Score: -51017.667969 Penalty: 1067.312622
	Iteration 0F: 2 clusters Score -51017.67 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 349 members 
Entering Unmasked Estep 
Score: -49841.730469 Penalty: 2134.625244
	Iteration 0F: 3 clusters Score -49841.73 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -50263.859375 Penalty: 2134.625244
	Iteration 1F: 3 clusters Score -50263.86 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -50408.984375 Penalty: 2134.625244
	Iteration 2F: 3 clusters Score -50408.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -50486.753906 Penalty: 2134.625244
	Iteration 3F: 3 clusters Score -50486.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50549.019531 Penalty: 2134.625244
	Iteration 4Q: 3 clusters Score -50549.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50597.363281 Penalty: 2134.625244
	Iteration 5Q: 3 clusters Score -50597.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50631.363281 Penalty: 2134.625244
	Iteration 6Q: 3 clusters Score -50631.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50651.902344 Penalty: 2134.625244
	Iteration 7Q: 3 clusters Score -50651.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50665.722656 Penalty: 2134.625244
	Iteration 8Q: 3 clusters Score -50665.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50678.718750 Penalty: 2134.625244
	Iteration 9Q: 3 clusters Score -50678.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50707.933594 Penalty: 2134.625244
	Iteration 10Q: 3 clusters Score -50707.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50724.105469 Penalty: 2134.625244
	Iteration 11Q: 3 clusters Score -50724.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50726.718750 Penalty: 2134.625244
	Iteration 12Q: 3 clusters Score -50726.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50726.882812 Penalty: 2134.625244
	Iteration 13F: 3 clusters Score -50726.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50731.074219 Penalty: 2134.625244
	Iteration 14Q: 3 clusters Score -50731.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50733.500000 Penalty: 2134.625244
	Iteration 15Q: 3 clusters Score -50733.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50734.546875 Penalty: 2134.625244
	Iteration 16Q: 3 clusters Score -50734.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50736.050781 Penalty: 2134.625244
	Iteration 17Q: 3 clusters Score -50736.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50738.753906 Penalty: 2134.625244
	Iteration 18Q: 3 clusters Score -50738.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50741.992188 Penalty: 2134.625244
	Iteration 19Q: 3 clusters Score -50741.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -50747.937500 Penalty: 2134.625244
	Iteration 20F: 3 clusters Score -50747.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50750.175781 Penalty: 2134.625244
	Iteration 21Q: 3 clusters Score -50750.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50750.652344 Penalty: 2134.625244
	Iteration 22Q: 3 clusters Score -50750.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50750.652344 Penalty: 2134.625244
	Iteration 23F: 3 clusters Score -50750.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Entering Unmasked Estep 
Score: -371707.875000 Penalty: 1352.586426
	Iteration 0F: 2 clusters Score -371707.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -368308.437500 Penalty: 2705.172852
	Iteration 0F: 3 clusters Score -368308.4 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -369226.750000 Penalty: 2705.172852
	Iteration 1F: 3 clusters Score -369226.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -369417.218750 Penalty: 2705.172852
	Iteration 2F: 3 clusters Score -369417.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -369567.875000 Penalty: 2705.172852
	Iteration 3F: 3 clusters Score -369567.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -369688.531250 Penalty: 2705.172852
	Iteration 4Q: 3 clusters Score -369688.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -369787.750000 Penalty: 2705.172852
	Iteration 5Q: 3 clusters Score -369787.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -369859.875000 Penalty: 2705.172852
	Iteration 6Q: 3 clusters Score -369859.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -369912.281250 Penalty: 2705.172852
	Iteration 7Q: 3 clusters Score -369912.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -369953.250000 Penalty: 2705.172852
	Iteration 8Q: 3 clusters Score -369953.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -369993.375000 Penalty: 2705.172852
	Iteration 9Q: 3 clusters Score -369993.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -370039.750000 Penalty: 2705.172852
	Iteration 10Q: 3 clusters Score -370039.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -370079.281250 Penalty: 2705.172852
	Iteration 11Q: 3 clusters Score -370079.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -370115.312500 Penalty: 2705.172852
	Iteration 12Q: 3 clusters Score -370115.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -370169.125000 Penalty: 2705.172852
	Iteration 13Q: 3 clusters Score -370169.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -370231.031250 Penalty: 2705.172852
	Iteration 14Q: 3 clusters Score -370231 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -370291.437500 Penalty: 2705.172852
	Iteration 15Q: 3 clusters Score -370291.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -370358.531250 Penalty: 2705.172852
	Iteration 16Q: 3 clusters Score -370358.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -370420.312500 Penalty: 2705.172852
	Iteration 17Q: 3 clusters Score -370420.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -370485.750000 Penalty: 2705.172852
	Iteration 18Q: 3 clusters Score -370485.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -370546.218750 Penalty: 2705.172852
	Iteration 19Q: 3 clusters Score -370546.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -370600.187500 Penalty: 2705.172852
	Iteration 20F: 3 clusters Score -370600.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -370629.062500 Penalty: 2705.172852
	Iteration 21Q: 3 clusters Score -370629.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -370658.250000 Penalty: 2705.172852
	Iteration 22Q: 3 clusters Score -370658.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -370683.812500 Penalty: 2705.172852
	Iteration 23Q: 3 clusters Score -370683.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -370703.125000 Penalty: 2705.172852
	Iteration 24Q: 3 clusters Score -370703.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -370718.781250 Penalty: 2705.172852
	Iteration 25Q: 3 clusters Score -370718.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -370729.656250 Penalty: 2705.172852
	Iteration 26Q: 3 clusters Score -370729.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -370735.312500 Penalty: 2705.172852
	Iteration 27Q: 3 clusters Score -370735.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -370744.968750 Penalty: 2705.172852
	Iteration 28Q: 3 clusters Score -370745 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -370764.687500 Penalty: 2705.172852
	Iteration 29Q: 3 clusters Score -370764.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -370783.687500 Penalty: 2705.172852
	Iteration 30Q: 3 clusters Score -370783.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -370810.687500 Penalty: 2705.172852
	Iteration 31Q: 3 clusters Score -370810.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -370848.906250 Penalty: 2705.172852
	Iteration 32Q: 3 clusters Score -370848.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -370885.218750 Penalty: 2705.172852
	Iteration 33Q: 3 clusters Score -370885.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -370911.218750 Penalty: 2705.172852
	Iteration 34Q: 3 clusters Score -370911.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -370922.406250 Penalty: 2705.172852
	Iteration 35Q: 3 clusters Score -370922.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -370931.218750 Penalty: 2705.172852
	Iteration 36Q: 3 clusters Score -370931.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -370941.156250 Penalty: 2705.172852
	Iteration 37Q: 3 clusters Score -370941.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -370947.125000 Penalty: 2705.172852
	Iteration 38Q: 3 clusters Score -370947.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -370953.656250 Penalty: 2705.172852
	Iteration 39Q: 3 clusters Score -370953.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -370956.968750 Penalty: 2705.172852
	Iteration 40F: 3 clusters Score -370957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -370960.906250 Penalty: 2705.172852
	Iteration 41Q: 3 clusters Score -370960.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -370962.218750 Penalty: 2705.172852
	Iteration 42Q: 3 clusters Score -370962.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -370962.531250 Penalty: 2705.172852
	Iteration 43Q: 3 clusters Score -370962.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -370963.687500 Penalty: 2705.172852
	Iteration 44Q: 3 clusters Score -370963.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -370964.125000 Penalty: 2705.172852
	Iteration 45Q: 3 clusters Score -370964.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -370964.281250 Penalty: 2705.172852
	Iteration 46Q: 3 clusters Score -370964.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -370964.281250 Penalty: 2705.172852
	Iteration 47F: 3 clusters Score -370964.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (13307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Entering Unmasked Estep 
Score: -1083097.125000 Penalty: 1543.107300
	Iteration 0F: 2 clusters Score -1083097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1073806.625000 Penalty: 3086.214600
	Iteration 0F: 3 clusters Score -1073807 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1077418.750000 Penalty: 3086.214600
	Iteration 1F: 3 clusters Score -1077419 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1078125.125000 Penalty: 3086.214600
	Iteration 2F: 3 clusters Score -1078125 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1078796.750000 Penalty: 3086.214600
	Iteration 3F: 3 clusters Score -1078797 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1079401.750000 Penalty: 3086.214600
	Iteration 4F: 3 clusters Score -1079402 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1079940.125000 Penalty: 3086.214600
	Iteration 5F: 3 clusters Score -1079940 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1080383.625000 Penalty: 3086.214600
	Iteration 6F: 3 clusters Score -1080384 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1080722.875000 Penalty: 3086.214600
	Iteration 7Q: 3 clusters Score -1080723 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1080964.125000 Penalty: 3086.214600
	Iteration 8Q: 3 clusters Score -1080964 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1081115.500000 Penalty: 3086.214600
	Iteration 9Q: 3 clusters Score -1081116 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1081213.875000 Penalty: 3086.214600
	Iteration 10Q: 3 clusters Score -1081214 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1081288.875000 Penalty: 3086.214600
	Iteration 11Q: 3 clusters Score -1081289 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1081349.625000 Penalty: 3086.214600
	Iteration 12Q: 3 clusters Score -1081350 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1081394.000000 Penalty: 3086.214600
	Iteration 13Q: 3 clusters Score -1081394 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1081424.750000 Penalty: 3086.214600
	Iteration 14Q: 3 clusters Score -1081425 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1081449.625000 Penalty: 3086.214600
	Iteration 15Q: 3 clusters Score -1081450 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1081473.625000 Penalty: 3086.214600
	Iteration 16Q: 3 clusters Score -1081474 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1081498.125000 Penalty: 3086.214600
	Iteration 17Q: 3 clusters Score -1081498 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1081524.500000 Penalty: 3086.214600
	Iteration 18Q: 3 clusters Score -1081524 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1081536.375000 Penalty: 3086.214600
	Iteration 19Q: 3 clusters Score -1081536 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1081546.250000 Penalty: 3086.214600
	Iteration 20F: 3 clusters Score -1081546 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1081562.125000 Penalty: 3086.214600
	Iteration 21Q: 3 clusters Score -1081562 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1081577.250000 Penalty: 3086.214600
	Iteration 22Q: 3 clusters Score -1081577 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1081592.750000 Penalty: 3086.214600
	Iteration 23Q: 3 clusters Score -1081593 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1081602.500000 Penalty: 3086.214600
	Iteration 24Q: 3 clusters Score -1081602 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1081614.500000 Penalty: 3086.214600
	Iteration 25Q: 3 clusters Score -1081614 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1081622.250000 Penalty: 3086.214600
	Iteration 26Q: 3 clusters Score -1081622 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1081638.750000 Penalty: 3086.214600
	Iteration 27Q: 3 clusters Score -1081639 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1081652.000000 Penalty: 3086.214600
	Iteration 28Q: 3 clusters Score -1081652 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1081667.250000 Penalty: 3086.214600
	Iteration 29Q: 3 clusters Score -1081667 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1081680.625000 Penalty: 3086.214600
	Iteration 30Q: 3 clusters Score -1081681 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1081690.375000 Penalty: 3086.214600
	Iteration 31Q: 3 clusters Score -1081690 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1081700.500000 Penalty: 3086.214600
	Iteration 32Q: 3 clusters Score -1081700 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1081710.875000 Penalty: 3086.214600
	Iteration 33Q: 3 clusters Score -1081711 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1081721.500000 Penalty: 3086.214600
	Iteration 34Q: 3 clusters Score -1081722 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1081732.250000 Penalty: 3086.214600
	Iteration 35Q: 3 clusters Score -1081732 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1081740.250000 Penalty: 3086.214600
	Iteration 36Q: 3 clusters Score -1081740 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1081746.250000 Penalty: 3086.214600
	Iteration 37Q: 3 clusters Score -1081746 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1081753.625000 Penalty: 3086.214600
	Iteration 38Q: 3 clusters Score -1081754 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1081766.250000 Penalty: 3086.214600
	Iteration 39Q: 3 clusters Score -1081766 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1081775.875000 Penalty: 3086.214600
	Iteration 40F: 3 clusters Score -1081776 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1081783.250000 Penalty: 3086.214600
	Iteration 41Q: 3 clusters Score -1081783 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1081792.375000 Penalty: 3086.214600
	Iteration 42Q: 3 clusters Score -1081792 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1081805.625000 Penalty: 3086.214600
	Iteration 43Q: 3 clusters Score -1081806 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1081831.500000 Penalty: 3086.214600
	Iteration 44Q: 3 clusters Score -1081832 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1081870.125000 Penalty: 3086.214600
	Iteration 45Q: 3 clusters Score -1081870 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1081906.000000 Penalty: 3086.214600
	Iteration 46Q: 3 clusters Score -1081906 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1081939.625000 Penalty: 3086.214600
	Iteration 47Q: 3 clusters Score -1081940 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1081979.625000 Penalty: 3086.214600
	Iteration 48Q: 3 clusters Score -1081980 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1082027.750000 Penalty: 3086.214600
	Iteration 49Q: 3 clusters Score -1082028 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1082081.625000 Penalty: 3086.214600
	Iteration 50Q: 3 clusters Score -1082082 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1082124.875000 Penalty: 3086.214600
	Iteration 51Q: 3 clusters Score -1082125 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1082156.875000 Penalty: 3086.214600
	Iteration 52Q: 3 clusters Score -1082157 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1082181.750000 Penalty: 3086.214600
	Iteration 53Q: 3 clusters Score -1082182 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1082212.000000 Penalty: 3086.214600
	Iteration 54Q: 3 clusters Score -1082212 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1082233.875000 Penalty: 3086.214600
	Iteration 55Q: 3 clusters Score -1082234 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1082257.750000 Penalty: 3086.214600
	Iteration 56Q: 3 clusters Score -1082258 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1082284.750000 Penalty: 3086.214600
	Iteration 57Q: 3 clusters Score -1082285 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1082303.000000 Penalty: 3086.214600
	Iteration 58Q: 3 clusters Score -1082303 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1082314.375000 Penalty: 3086.214600
	Iteration 59Q: 3 clusters Score -1082314 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1082330.875000 Penalty: 3086.214600
	Iteration 60F: 3 clusters Score -1082331 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1082349.125000 Penalty: 3086.214600
	Iteration 61Q: 3 clusters Score -1082349 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1082373.000000 Penalty: 3086.214600
	Iteration 62Q: 3 clusters Score -1082373 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1082393.500000 Penalty: 3086.214600
	Iteration 63Q: 3 clusters Score -1082394 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1082402.875000 Penalty: 3086.214600
	Iteration 64Q: 3 clusters Score -1082403 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1082414.250000 Penalty: 3086.214600
	Iteration 65Q: 3 clusters Score -1082414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1082420.750000 Penalty: 3086.214600
	Iteration 66Q: 3 clusters Score -1082421 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1082424.375000 Penalty: 3086.214600
	Iteration 67Q: 3 clusters Score -1082424 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1082435.125000 Penalty: 3086.214600
	Iteration 68Q: 3 clusters Score -1082435 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1082440.500000 Penalty: 3086.214600
	Iteration 69Q: 3 clusters Score -1082440 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1082445.000000 Penalty: 3086.214600
	Iteration 70Q: 3 clusters Score -1082445 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1082451.875000 Penalty: 3086.214600
	Iteration 71Q: 3 clusters Score -1082452 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1082460.125000 Penalty: 3086.214600
	Iteration 72Q: 3 clusters Score -1082460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1082464.750000 Penalty: 3086.214600
	Iteration 73Q: 3 clusters Score -1082465 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1082475.750000 Penalty: 3086.214600
	Iteration 74Q: 3 clusters Score -1082476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1082478.625000 Penalty: 3086.214600
	Iteration 75Q: 3 clusters Score -1082479 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1082482.500000 Penalty: 3086.214600
	Iteration 76Q: 3 clusters Score -1082482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1082483.375000 Penalty: 3086.214600
	Iteration 77Q: 3 clusters Score -1082483 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1082490.375000 Penalty: 3086.214600
	Iteration 78Q: 3 clusters Score -1082490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1082491.875000 Penalty: 3086.214600
	Iteration 79Q: 3 clusters Score -1082492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1082496.750000 Penalty: 3086.214600
	Iteration 80F: 3 clusters Score -1082497 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1082500.375000 Penalty: 3086.214600
	Iteration 81Q: 3 clusters Score -1082500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1082502.250000 Penalty: 3086.214600
	Iteration 82Q: 3 clusters Score -1082502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1082505.500000 Penalty: 3086.214600
	Iteration 83Q: 3 clusters Score -1082506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1082507.000000 Penalty: 3086.214600
	Iteration 84Q: 3 clusters Score -1082507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1082511.250000 Penalty: 3086.214600
	Iteration 85Q: 3 clusters Score -1082511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1082514.000000 Penalty: 3086.214600
	Iteration 86Q: 3 clusters Score -1082514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1082518.375000 Penalty: 3086.214600
	Iteration 87Q: 3 clusters Score -1082518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1082516.375000 Penalty: 3086.214600
	Iteration 88Q: 3 clusters Score -1082516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1082520.500000 Penalty: 3086.214600
	Iteration 89Q: 3 clusters Score -1082520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1082522.625000 Penalty: 3086.214600
	Iteration 90Q: 3 clusters Score -1082523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1082525.125000 Penalty: 3086.214600
	Iteration 91Q: 3 clusters Score -1082525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1082527.125000 Penalty: 3086.214600
	Iteration 92Q: 3 clusters Score -1082527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1082525.125000 Penalty: 3086.214600
	Iteration 93Q: 3 clusters Score -1082525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1082524.625000 Penalty: 3086.214600
	Iteration 94Q: 3 clusters Score -1082525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1082527.125000 Penalty: 3086.214600
	Iteration 95Q: 3 clusters Score -1082527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1082523.500000 Penalty: 3086.214600
	Iteration 96Q: 3 clusters Score -1082524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1082526.125000 Penalty: 3086.214600
	Iteration 97Q: 3 clusters Score -1082526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1082526.500000 Penalty: 3086.214600
	Iteration 98Q: 3 clusters Score -1082526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1082526.500000 Penalty: 3086.214600
	Iteration 99F: 3 clusters Score -1082526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7411 members 
Mstep: Class 3 contains 40359 members 
Mstep: Class 4 contains 13292 members 
Mstep: Class 5 contains 22531 members 
Mstep: Class 6 contains 8286 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 10893 members 
Mstep: Class 9 contains 6292 members 
Mstep: Class 10 contains 126743 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114569 members 
Mstep: Class 16 contains 78869 members 
Mstep: Class 17 contains 124841 members 
Mstep: Class 18 contains 32144 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6643 members 
Mstep: Class 21 contains 8988 members 
Mstep: Class 22 contains 68750 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39104 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27900 members 
Mstep: Class 30 contains 59823 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1806 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1976 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8046 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8900 members 
Mstep: Class 39 contains 4303 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13657 members 
Mstep: Class 42 contains 6977 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457488.000000 Penalty: 100714.671875
Iteration 279Q: 46 clusters Score -8.445749e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7410 members 
Mstep: Class 3 contains 40359 members 
Mstep: Class 4 contains 13318 members 
Mstep: Class 5 contains 22529 members 
Mstep: Class 6 contains 8286 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 10894 members 
Mstep: Class 9 contains 6298 members 
Mstep: Class 10 contains 126747 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114567 members 
Mstep: Class 16 contains 78852 members 
Mstep: Class 17 contains 124842 members 
Mstep: Class 18 contains 32137 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6637 members 
Mstep: Class 21 contains 8988 members 
Mstep: Class 22 contains 68748 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39104 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27898 members 
Mstep: Class 30 contains 59824 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1806 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1976 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8046 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8899 members 
Mstep: Class 39 contains 4303 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13658 members 
Mstep: Class 42 contains 6977 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457520.000000 Penalty: 100714.671875
Iteration 280F: 46 clusters Score -8.445752e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 40357 members 
Mstep: Class 4 contains 13337 members 
Mstep: Class 5 contains 22533 members 
Mstep: Class 6 contains 8287 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10895 members 
Mstep: Class 9 contains 6304 members 
Mstep: Class 10 contains 126747 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114566 members 
Mstep: Class 16 contains 78832 members 
Mstep: Class 17 contains 124840 members 
Mstep: Class 18 contains 32131 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6636 members 
Mstep: Class 21 contains 8988 members 
Mstep: Class 22 contains 68749 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39105 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27898 members 
Mstep: Class 30 contains 59824 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1806 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1976 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8046 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8899 members 
Mstep: Class 39 contains 4303 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13656 members 
Mstep: Class 42 contains 6977 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457488.000000 Penalty: 100714.671875
Iteration 281Q: 46 clusters Score -8.445749e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 40357 members 
Mstep: Class 4 contains 13356 members 
Mstep: Class 5 contains 22531 members 
Mstep: Class 6 contains 8288 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10893 members 
Mstep: Class 9 contains 6313 members 
Mstep: Class 10 contains 126746 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114567 members 
Mstep: Class 16 contains 78814 members 
Mstep: Class 17 contains 124845 members 
Mstep: Class 18 contains 32121 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6632 members 
Mstep: Class 21 contains 8988 members 
Mstep: Class 22 contains 68752 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39106 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27898 members 
Mstep: Class 30 contains 59824 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1806 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1976 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8045 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8901 members 
Mstep: Class 39 contains 4303 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13654 members 
Mstep: Class 42 contains 6977 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457464.000000 Penalty: 100714.671875
Iteration 282Q: 46 clusters Score -8.445746e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7405 members 
Mstep: Class 3 contains 40357 members 
Mstep: Class 4 contains 13363 members 
Mstep: Class 5 contains 22529 members 
Mstep: Class 6 contains 8288 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10892 members 
Mstep: Class 9 contains 6318 members 
Mstep: Class 10 contains 126748 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114567 members 
Mstep: Class 16 contains 78801 members 
Mstep: Class 17 contains 124849 members 
Mstep: Class 18 contains 32117 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6630 members 
Mstep: Class 21 contains 8988 members 
Mstep: Class 22 contains 68759 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39108 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27899 members 
Mstep: Class 30 contains 59824 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1806 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1976 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8044 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8902 members 
Mstep: Class 39 contains 4303 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13651 members 
Mstep: Class 42 contains 6977 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457504.000000 Penalty: 100714.671875
Iteration 283Q: 46 clusters Score -8.44575e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7404 members 
Mstep: Class 3 contains 40357 members 
Mstep: Class 4 contains 13362 members 
Mstep: Class 5 contains 22529 members 
Mstep: Class 6 contains 8288 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10893 members 
Mstep: Class 9 contains 6328 members 
Mstep: Class 10 contains 126752 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114568 members 
Mstep: Class 16 contains 78791 members 
Mstep: Class 17 contains 124851 members 
Mstep: Class 18 contains 32113 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6629 members 
Mstep: Class 21 contains 8988 members 
Mstep: Class 22 contains 68759 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39109 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27901 members 
Mstep: Class 30 contains 59824 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1806 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1976 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8042 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8902 members 
Mstep: Class 39 contains 4303 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13649 members 
Mstep: Class 42 contains 6977 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457440.000000 Penalty: 100714.671875
Iteration 284Q: 46 clusters Score -8.445744e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7404 members 
Mstep: Class 3 contains 40357 members 
Mstep: Class 4 contains 13372 members 
Mstep: Class 5 contains 22529 members 
Mstep: Class 6 contains 8289 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10892 members 
Mstep: Class 9 contains 6335 members 
Mstep: Class 10 contains 126754 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114568 members 
Mstep: Class 16 contains 78776 members 
Mstep: Class 17 contains 124858 members 
Mstep: Class 18 contains 32110 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6627 members 
Mstep: Class 21 contains 8988 members 
Mstep: Class 22 contains 68755 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39109 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27901 members 
Mstep: Class 30 contains 59824 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1806 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1976 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8040 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8902 members 
Mstep: Class 39 contains 4303 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13649 members 
Mstep: Class 42 contains 6977 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457528.000000 Penalty: 100714.671875
Iteration 285Q: 46 clusters Score -8.445753e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7404 members 
Mstep: Class 3 contains 40357 members 
Mstep: Class 4 contains 13382 members 
Mstep: Class 5 contains 22528 members 
Mstep: Class 6 contains 8290 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10889 members 
Mstep: Class 9 contains 6344 members 
Mstep: Class 10 contains 126754 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114569 members 
Mstep: Class 16 contains 78762 members 
Mstep: Class 17 contains 124859 members 
Mstep: Class 18 contains 32106 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6626 members 
Mstep: Class 21 contains 8988 members 
Mstep: Class 22 contains 68758 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39111 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27902 members 
Mstep: Class 30 contains 59824 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1806 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1975 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8038 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8902 members 
Mstep: Class 39 contains 4303 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13647 members 
Mstep: Class 42 contains 6977 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457488.000000 Penalty: 100714.671875
Iteration 286Q: 46 clusters Score -8.445749e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7404 members 
Mstep: Class 3 contains 40357 members 
Mstep: Class 4 contains 13386 members 
Mstep: Class 5 contains 22527 members 
Mstep: Class 6 contains 8293 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10885 members 
Mstep: Class 9 contains 6350 members 
Mstep: Class 10 contains 126752 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114569 members 
Mstep: Class 16 contains 78755 members 
Mstep: Class 17 contains 124869 members 
Mstep: Class 18 contains 32100 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6624 members 
Mstep: Class 21 contains 8988 members 
Mstep: Class 22 contains 68758 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39111 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27902 members 
Mstep: Class 30 contains 59824 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1806 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1974 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8037 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8902 members 
Mstep: Class 39 contains 4303 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13648 members 
Mstep: Class 42 contains 6977 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457576.000000 Penalty: 100714.671875
Iteration 287Q: 46 clusters Score -8.445758e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7404 members 
Mstep: Class 3 contains 40356 members 
Mstep: Class 4 contains 13393 members 
Mstep: Class 5 contains 22527 members 
Mstep: Class 6 contains 8294 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10883 members 
Mstep: Class 9 contains 6356 members 
Mstep: Class 10 contains 126749 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114571 members 
Mstep: Class 16 contains 78746 members 
Mstep: Class 17 contains 124877 members 
Mstep: Class 18 contains 32095 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6622 members 
Mstep: Class 21 contains 8987 members 
Mstep: Class 22 contains 68758 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39111 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27905 members 
Mstep: Class 30 contains 59824 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1806 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1973 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8035 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8902 members 
Mstep: Class 39 contains 4302 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13648 members 
Mstep: Class 42 contains 6977 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457592.000000 Penalty: 100714.671875
Iteration 288Q: 46 clusters Score -8.445759e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7404 members 
Mstep: Class 3 contains 40357 members 
Mstep: Class 4 contains 13401 members 
Mstep: Class 5 contains 22527 members 
Mstep: Class 6 contains 8296 members 
Mstep: Class 7 contains 14888 members 
Mstep: Class 8 contains 10882 members 
Mstep: Class 9 contains 6363 members 
Mstep: Class 10 contains 126745 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114569 members 
Mstep: Class 16 contains 78737 members 
Mstep: Class 17 contains 124884 members 
Mstep: Class 18 contains 32093 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6621 members 
Mstep: Class 21 contains 8988 members 
Mstep: Class 22 contains 68760 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39110 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27904 members 
Mstep: Class 30 contains 59824 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1805 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1971 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8034 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8902 members 
Mstep: Class 39 contains 4302 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13647 members 
Mstep: Class 42 contains 6976 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457568.000000 Penalty: 100714.671875
Iteration 289Q: 46 clusters Score -8.445757e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7404 members 
Mstep: Class 3 contains 40357 members 
Mstep: Class 4 contains 13403 members 
Mstep: Class 5 contains 22527 members 
Mstep: Class 6 contains 8297 members 
Mstep: Class 7 contains 14888 members 
Mstep: Class 8 contains 10880 members 
Mstep: Class 9 contains 6372 members 
Mstep: Class 10 contains 126747 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114569 members 
Mstep: Class 16 contains 78727 members 
Mstep: Class 17 contains 124889 members 
Mstep: Class 18 contains 32086 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6623 members 
Mstep: Class 21 contains 8989 members 
Mstep: Class 22 contains 68763 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39109 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27903 members 
Mstep: Class 30 contains 59824 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1805 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1971 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8032 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8902 members 
Mstep: Class 39 contains 4300 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13647 members 
Mstep: Class 42 contains 6976 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457680.000000 Penalty: 100714.671875
Iteration 290Q: 46 clusters Score -8.445768e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7402 members 
Mstep: Class 3 contains 40356 members 
Mstep: Class 4 contains 13417 members 
Mstep: Class 5 contains 22527 members 
Mstep: Class 6 contains 8299 members 
Mstep: Class 7 contains 14888 members 
Mstep: Class 8 contains 10880 members 
Mstep: Class 9 contains 6375 members 
Mstep: Class 10 contains 126749 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114570 members 
Mstep: Class 16 contains 78709 members 
Mstep: Class 17 contains 124895 members 
Mstep: Class 18 contains 32079 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6617 members 
Mstep: Class 21 contains 8989 members 
Mstep: Class 22 contains 68762 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39109 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27903 members 
Mstep: Class 30 contains 59824 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1805 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1971 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8033 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8902 members 
Mstep: Class 39 contains 4301 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13651 members 
Mstep: Class 42 contains 6977 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457632.000000 Penalty: 100714.671875
Iteration 291Q: 46 clusters Score -8.445763e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7401 members 
Mstep: Class 3 contains 40357 members 
Mstep: Class 4 contains 13426 members 
Mstep: Class 5 contains 22528 members 
Mstep: Class 6 contains 8299 members 
Mstep: Class 7 contains 14888 members 
Mstep: Class 8 contains 10883 members 
Mstep: Class 9 contains 6379 members 
Mstep: Class 10 contains 126752 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114570 members 
Mstep: Class 16 contains 78687 members 
Mstep: Class 17 contains 124903 members 
Mstep: Class 18 contains 32073 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6613 members 
Mstep: Class 21 contains 8989 members 
Mstep: Class 22 contains 68762 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39110 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27904 members 
Mstep: Class 30 contains 59824 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1805 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1971 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8035 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8902 members 
Mstep: Class 39 contains 4300 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13651 members 
Mstep: Class 42 contains 6978 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457640.000000 Penalty: 100714.671875
Iteration 292Q: 46 clusters Score -8.445764e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7401 members 
Mstep: Class 3 contains 40357 members 
Mstep: Class 4 contains 13424 members 
Mstep: Class 5 contains 22529 members 
Mstep: Class 6 contains 8299 members 
Mstep: Class 7 contains 14888 members 
Mstep: Class 8 contains 10883 members 
Mstep: Class 9 contains 6388 members 
Mstep: Class 10 contains 126756 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114570 members 
Mstep: Class 16 contains 78665 members 
Mstep: Class 17 contains 124909 members 
Mstep: Class 18 contains 32073 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6613 members 
Mstep: Class 21 contains 8990 members 
Mstep: Class 22 contains 68763 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39110 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27904 members 
Mstep: Class 30 contains 59824 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1805 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1971 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8037 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8902 members 
Mstep: Class 39 contains 4299 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13652 members 
Mstep: Class 42 contains 6978 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457648.000000 Penalty: 100714.671875
Iteration 293Q: 46 clusters Score -8.445765e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7399 members 
Mstep: Class 3 contains 40358 members 
Mstep: Class 4 contains 13419 members 
Mstep: Class 5 contains 22526 members 
Mstep: Class 6 contains 8299 members 
Mstep: Class 7 contains 14888 members 
Mstep: Class 8 contains 10882 members 
Mstep: Class 9 contains 6402 members 
Mstep: Class 10 contains 126762 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114569 members 
Mstep: Class 16 contains 78646 members 
Mstep: Class 17 contains 124921 members 
Mstep: Class 18 contains 32076 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6611 members 
Mstep: Class 21 contains 8990 members 
Mstep: Class 22 contains 68760 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39109 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27903 members 
Mstep: Class 30 contains 59824 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1805 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1971 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8039 members 
Mstep: Class 37 contains 1333 members 
Mstep: Class 38 contains 8902 members 
Mstep: Class 39 contains 4297 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13652 members 
Mstep: Class 42 contains 6979 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457672.000000 Penalty: 100714.671875
Iteration 294Q: 46 clusters Score -8.445767e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7400 members 
Mstep: Class 3 contains 40359 members 
Mstep: Class 4 contains 13416 members 
Mstep: Class 5 contains 22528 members 
Mstep: Class 6 contains 8300 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10883 members 
Mstep: Class 9 contains 6423 members 
Mstep: Class 10 contains 126764 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114567 members 
Mstep: Class 16 contains 78629 members 
Mstep: Class 17 contains 124916 members 
Mstep: Class 18 contains 32079 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6604 members 
Mstep: Class 21 contains 8990 members 
Mstep: Class 22 contains 68762 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39107 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 27900 members 
Mstep: Class 30 contains 59824 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1805 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1971 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8040 members 
Mstep: Class 37 contains 1334 members 
Mstep: Class 38 contains 8902 members 
Mstep: Class 39 contains 4297 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13654 members 
Mstep: Class 42 contains 6979 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457568.000000 Penalty: 100714.671875
Iteration 295Q: 46 clusters Score -8.445757e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7396 members 
Mstep: Class 3 contains 40358 members 
Mstep: Class 4 contains 13394 members 
Mstep: Class 5 contains 22528 members 
Mstep: Class 6 contains 8301 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10882 members 
Mstep: Class 9 contains 6456 members 
Mstep: Class 10 contains 126764 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114566 members 
Mstep: Class 16 contains 78626 members 
Mstep: Class 17 contains 124919 members 
Mstep: Class 18 contains 32076 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6596 members 
Mstep: Class 21 contains 8990 members 
Mstep: Class 22 contains 68765 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39106 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27901 members 
Mstep: Class 30 contains 59824 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1805 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1971 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8040 members 
Mstep: Class 37 contains 1334 members 
Mstep: Class 38 contains 8902 members 
Mstep: Class 39 contains 4297 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13656 members 
Mstep: Class 42 contains 6979 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457536.000000 Penalty: 100714.671875
Iteration 296Q: 46 clusters Score -8.445754e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7397 members 
Mstep: Class 3 contains 40359 members 
Mstep: Class 4 contains 13384 members 
Mstep: Class 5 contains 22528 members 
Mstep: Class 6 contains 8299 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10881 members 
Mstep: Class 9 contains 6475 members 
Mstep: Class 10 contains 126764 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114569 members 
Mstep: Class 16 contains 78616 members 
Mstep: Class 17 contains 124923 members 
Mstep: Class 18 contains 32079 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6589 members 
Mstep: Class 21 contains 8989 members 
Mstep: Class 22 contains 68763 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39105 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27902 members 
Mstep: Class 30 contains 59824 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1805 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1971 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8042 members 
Mstep: Class 37 contains 1334 members 
Mstep: Class 38 contains 8902 members 
Mstep: Class 39 contains 4295 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13658 members 
Mstep: Class 42 contains 6979 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457600.000000 Penalty: 100714.671875
Iteration 297Q: 46 clusters Score -8.44576e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7397 members 
Mstep: Class 3 contains 40360 members 
Mstep: Class 4 contains 13366 members 
Mstep: Class 5 contains 22529 members 
Mstep: Class 6 contains 8298 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10877 members 
Mstep: Class 9 contains 6496 members 
Mstep: Class 10 contains 126767 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114568 members 
Mstep: Class 16 contains 78606 members 
Mstep: Class 17 contains 124927 members 
Mstep: Class 18 contains 32083 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6584 members 
Mstep: Class 21 contains 8989 members 
Mstep: Class 22 contains 68763 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 39107 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27903 members 
Mstep: Class 30 contains 59825 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1805 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1971 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8044 members 
Mstep: Class 37 contains 1333 members 
Mstep: Class 38 contains 8902 members 
Mstep: Class 39 contains 4293 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13660 members 
Mstep: Class 42 contains 6979 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457744.000000 Penalty: 100714.671875
Iteration 298Q: 46 clusters Score -8.445774e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7395 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 13349 members 
Mstep: Class 5 contains 22530 members 
Mstep: Class 6 contains 8301 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10874 members 
Mstep: Class 9 contains 6516 members 
Mstep: Class 10 contains 126772 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114565 members 
Mstep: Class 16 contains 78603 members 
Mstep: Class 17 contains 124933 members 
Mstep: Class 18 contains 32080 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6581 members 
Mstep: Class 21 contains 8990 members 
Mstep: Class 22 contains 68760 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 39107 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27903 members 
Mstep: Class 30 contains 59825 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1805 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1971 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8043 members 
Mstep: Class 37 contains 1333 members 
Mstep: Class 38 contains 8902 members 
Mstep: Class 39 contains 4293 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13660 members 
Mstep: Class 42 contains 6979 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457816.000000 Penalty: 100714.671875
Iteration 299Q: 46 clusters Score -8.445782e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7394 members 
Mstep: Class 3 contains 40363 members 
Mstep: Class 4 contains 13341 members 
Mstep: Class 5 contains 22530 members 
Mstep: Class 6 contains 8302 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10873 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 126772 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114565 members 
Mstep: Class 16 contains 78603 members 
Mstep: Class 17 contains 124942 members 
Mstep: Class 18 contains 32072 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6576 members 
Mstep: Class 21 contains 8990 members 
Mstep: Class 22 contains 68759 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39107 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27901 members 
Mstep: Class 30 contains 59825 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1805 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1970 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8043 members 
Mstep: Class 37 contains 1333 members 
Mstep: Class 38 contains 8902 members 
Mstep: Class 39 contains 4292 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13660 members 
Mstep: Class 42 contains 6979 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457752.000000 Penalty: 100714.671875
Iteration 300F: 46 clusters Score -8.445775e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7392 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 13324 members 
Mstep: Class 5 contains 22530 members 
Mstep: Class 6 contains 8302 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10870 members 
Mstep: Class 9 contains 6557 members 
Mstep: Class 10 contains 126771 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114568 members 
Mstep: Class 16 contains 78603 members 
Mstep: Class 17 contains 124942 members 
Mstep: Class 18 contains 32069 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 21 contains 8990 members 
Mstep: Class 22 contains 68759 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39107 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27902 members 
Mstep: Class 30 contains 59825 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1970 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8044 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8902 members 
Mstep: Class 39 contains 4292 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13660 members 
Mstep: Class 42 contains 6979 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457784.000000 Penalty: 100714.671875
Iteration 301Q: 46 clusters Score -8.445778e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7392 members 
Mstep: Class 3 contains 40362 members 
Mstep: Class 4 contains 13306 members 
Mstep: Class 5 contains 22530 members 
Mstep: Class 6 contains 8302 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10866 members 
Mstep: Class 9 contains 6578 members 
Mstep: Class 10 contains 126771 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114571 members 
Mstep: Class 16 contains 78601 members 
Mstep: Class 17 contains 124946 members 
Mstep: Class 18 contains 32070 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6570 members 
Mstep: Class 21 contains 8990 members 
Mstep: Class 22 contains 68757 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39107 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27902 members 
Mstep: Class 30 contains 59825 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8045 members 
Mstep: Class 37 contains 1333 members 
Mstep: Class 38 contains 8902 members 
Mstep: Class 39 contains 4291 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13661 members 
Mstep: Class 42 contains 6979 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457736.000000 Penalty: 100714.671875
Iteration 302Q: 46 clusters Score -8.445774e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7392 members 
Mstep: Class 3 contains 40362 members 
Mstep: Class 4 contains 13293 members 
Mstep: Class 5 contains 22526 members 
Mstep: Class 6 contains 8301 members 
Mstep: Class 7 contains 14890 members 
Mstep: Class 8 contains 10861 members 
Mstep: Class 9 contains 6595 members 
Mstep: Class 10 contains 126770 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114574 members 
Mstep: Class 16 contains 78599 members 
Mstep: Class 17 contains 124956 members 
Mstep: Class 18 contains 32068 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6569 members 
Mstep: Class 21 contains 8990 members 
Mstep: Class 22 contains 68753 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39108 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27901 members 
Mstep: Class 30 contains 59826 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8045 members 
Mstep: Class 37 contains 1333 members 
Mstep: Class 38 contains 8902 members 
Mstep: Class 39 contains 4291 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13662 members 
Mstep: Class 42 contains 6979 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457768.000000 Penalty: 100714.671875
Iteration 303Q: 46 clusters Score -8.445777e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7392 members 
Mstep: Class 3 contains 40362 members 
Mstep: Class 4 contains 13281 members 
Mstep: Class 5 contains 22526 members 
Mstep: Class 6 contains 8301 members 
Mstep: Class 7 contains 14890 members 
Mstep: Class 8 contains 10857 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 126772 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114576 members 
Mstep: Class 16 contains 78597 members 
Mstep: Class 17 contains 124952 members 
Mstep: Class 18 contains 32063 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6566 members 
Mstep: Class 21 contains 8991 members 
Mstep: Class 22 contains 68754 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39108 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27902 members 
Mstep: Class 30 contains 59826 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8045 members 
Mstep: Class 37 contains 1333 members 
Mstep: Class 38 contains 8902 members 
Mstep: Class 39 contains 4290 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13663 members 
Mstep: Class 42 contains 6979 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457760.000000 Penalty: 100714.671875
Iteration 304Q: 46 clusters Score -8.445776e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7392 members 
Mstep: Class 3 contains 40362 members 
Mstep: Class 4 contains 13270 members 
Mstep: Class 5 contains 22525 members 
Mstep: Class 6 contains 8302 members 
Mstep: Class 7 contains 14890 members 
Mstep: Class 8 contains 10858 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 126771 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114576 members 
Mstep: Class 16 contains 78604 members 
Mstep: Class 17 contains 124945 members 
Mstep: Class 18 contains 32063 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6563 members 
Mstep: Class 21 contains 8990 members 
Mstep: Class 22 contains 68750 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39107 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27901 members 
Mstep: Class 30 contains 59826 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8044 members 
Mstep: Class 37 contains 1333 members 
Mstep: Class 38 contains 8902 members 
Mstep: Class 39 contains 4289 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13664 members 
Mstep: Class 42 contains 6979 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457760.000000 Penalty: 100714.671875
Iteration 305Q: 46 clusters Score -8.445776e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7391 members 
Mstep: Class 3 contains 40362 members 
Mstep: Class 4 contains 13267 members 
Mstep: Class 5 contains 22526 members 
Mstep: Class 6 contains 8300 members 
Mstep: Class 7 contains 14890 members 
Mstep: Class 8 contains 10858 members 
Mstep: Class 9 contains 6651 members 
Mstep: Class 10 contains 126771 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114578 members 
Mstep: Class 16 contains 78608 members 
Mstep: Class 17 contains 124942 members 
Mstep: Class 18 contains 32060 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6560 members 
Mstep: Class 21 contains 8990 members 
Mstep: Class 22 contains 68750 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39104 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27900 members 
Mstep: Class 30 contains 59826 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8041 members 
Mstep: Class 37 contains 1333 members 
Mstep: Class 38 contains 8903 members 
Mstep: Class 39 contains 4290 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13666 members 
Mstep: Class 42 contains 6979 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457784.000000 Penalty: 100714.671875
Iteration 306Q: 46 clusters Score -8.445778e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7391 members 
Mstep: Class 3 contains 40362 members 
Mstep: Class 4 contains 13270 members 
Mstep: Class 5 contains 22526 members 
Mstep: Class 6 contains 8299 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10856 members 
Mstep: Class 9 contains 6661 members 
Mstep: Class 10 contains 126770 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114579 members 
Mstep: Class 16 contains 78605 members 
Mstep: Class 17 contains 124944 members 
Mstep: Class 18 contains 32056 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 21 contains 8990 members 
Mstep: Class 22 contains 68749 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39103 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27899 members 
Mstep: Class 30 contains 59826 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8039 members 
Mstep: Class 37 contains 1333 members 
Mstep: Class 38 contains 8904 members 
Mstep: Class 39 contains 4290 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13668 members 
Mstep: Class 42 contains 6979 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457768.000000 Penalty: 100714.671875
Iteration 307Q: 46 clusters Score -8.445777e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7390 members 
Mstep: Class 3 contains 40362 members 
Mstep: Class 4 contains 13269 members 
Mstep: Class 5 contains 22525 members 
Mstep: Class 6 contains 8299 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10856 members 
Mstep: Class 9 contains 6669 members 
Mstep: Class 10 contains 126770 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114585 members 
Mstep: Class 16 contains 78601 members 
Mstep: Class 17 contains 124943 members 
Mstep: Class 18 contains 32054 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6556 members 
Mstep: Class 21 contains 8990 members 
Mstep: Class 22 contains 68746 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39102 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27899 members 
Mstep: Class 30 contains 59826 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8039 members 
Mstep: Class 37 contains 1334 members 
Mstep: Class 38 contains 8904 members 
Mstep: Class 39 contains 4289 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13669 members 
Mstep: Class 42 contains 6979 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4121 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457808.000000 Penalty: 100714.671875
Iteration 308Q: 46 clusters Score -8.445781e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7389 members 
Mstep: Class 3 contains 40362 members 
Mstep: Class 4 contains 13268 members 
Mstep: Class 5 contains 22525 members 
Mstep: Class 6 contains 8299 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10857 members 
Mstep: Class 9 contains 6668 members 
Mstep: Class 10 contains 126768 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114589 members 
Mstep: Class 16 contains 78598 members 
Mstep: Class 17 contains 124948 members 
Mstep: Class 18 contains 32052 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6557 members 
Mstep: Class 21 contains 8990 members 
Mstep: Class 22 contains 68745 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39102 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27900 members 
Mstep: Class 30 contains 59826 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8039 members 
Mstep: Class 37 contains 1334 members 
Mstep: Class 38 contains 8903 members 
Mstep: Class 39 contains 4289 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13668 members 
Mstep: Class 42 contains 6979 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4122 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457848.000000 Penalty: 100714.671875
Iteration 309Q: 46 clusters Score -8.445785e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7389 members 
Mstep: Class 3 contains 40362 members 
Mstep: Class 4 contains 13271 members 
Mstep: Class 5 contains 22525 members 
Mstep: Class 6 contains 8298 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10856 members 
Mstep: Class 9 contains 6671 members 
Mstep: Class 10 contains 126768 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114590 members 
Mstep: Class 16 contains 78589 members 
Mstep: Class 17 contains 124953 members 
Mstep: Class 18 contains 32052 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 21 contains 8990 members 
Mstep: Class 22 contains 68745 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39102 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3220 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27900 members 
Mstep: Class 30 contains 59826 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8038 members 
Mstep: Class 37 contains 1334 members 
Mstep: Class 38 contains 8902 members 
Mstep: Class 39 contains 4288 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13668 members 
Mstep: Class 42 contains 6979 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4122 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457848.000000 Penalty: 100714.671875
Iteration 310Q: 46 clusters Score -8.445785e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7389 members 
Mstep: Class 3 contains 40362 members 
Mstep: Class 4 contains 13276 members 
Mstep: Class 5 contains 22525 members 
Mstep: Class 6 contains 8298 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 10854 members 
Mstep: Class 9 contains 6671 members 
Mstep: Class 10 contains 126766 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114592 members 
Mstep: Class 16 contains 78576 members 
Mstep: Class 17 contains 124958 members 
Mstep: Class 18 contains 32054 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6559 members 
Mstep: Class 21 contains 8990 members 
Mstep: Class 22 contains 68745 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39102 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3220 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27901 members 
Mstep: Class 30 contains 59826 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8039 members 
Mstep: Class 37 contains 1333 members 
Mstep: Class 38 contains 8903 members 
Mstep: Class 39 contains 4288 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13668 members 
Mstep: Class 42 contains 6979 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4122 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457856.000000 Penalty: 100714.671875
Iteration 311Q: 46 clusters Score -8.445786e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7389 members 
Mstep: Class 3 contains 40362 members 
Mstep: Class 4 contains 13285 members 
Mstep: Class 5 contains 22525 members 
Mstep: Class 6 contains 8295 members 
Mstep: Class 7 contains 14890 members 
Mstep: Class 8 contains 10852 members 
Mstep: Class 9 contains 6672 members 
Mstep: Class 10 contains 126767 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114592 members 
Mstep: Class 16 contains 78566 members 
Mstep: Class 17 contains 124959 members 
Mstep: Class 18 contains 32055 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6559 members 
Mstep: Class 21 contains 8990 members 
Mstep: Class 22 contains 68745 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39102 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3220 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27901 members 
Mstep: Class 30 contains 59826 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8039 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8903 members 
Mstep: Class 39 contains 4288 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13669 members 
Mstep: Class 42 contains 6980 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4122 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457920.000000 Penalty: 100714.671875
Iteration 312Q: 46 clusters Score -8.445792e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7389 members 
Mstep: Class 3 contains 40362 members 
Mstep: Class 4 contains 13292 members 
Mstep: Class 5 contains 22525 members 
Mstep: Class 6 contains 8294 members 
Mstep: Class 7 contains 14890 members 
Mstep: Class 8 contains 10853 members 
Mstep: Class 9 contains 6670 members 
Mstep: Class 10 contains 126767 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114594 members 
Mstep: Class 16 contains 78558 members 
Mstep: Class 17 contains 124963 members 
Mstep: Class 18 contains 32054 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 21 contains 8990 members 
Mstep: Class 22 contains 68746 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39102 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3220 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27899 members 
Mstep: Class 30 contains 59825 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8040 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8903 members 
Mstep: Class 39 contains 4288 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13669 members 
Mstep: Class 42 contains 6981 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4122 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457848.000000 Penalty: 100714.671875
Iteration 313Q: 46 clusters Score -8.445785e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7389 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 13296 members 
Mstep: Class 5 contains 22525 members 
Mstep: Class 6 contains 8294 members 
Mstep: Class 7 contains 14890 members 
Mstep: Class 8 contains 10853 members 
Mstep: Class 9 contains 6672 members 
Mstep: Class 10 contains 126766 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114594 members 
Mstep: Class 16 contains 78556 members 
Mstep: Class 17 contains 124963 members 
Mstep: Class 18 contains 32051 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 21 contains 8990 members 
Mstep: Class 22 contains 68748 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39101 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3220 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27899 members 
Mstep: Class 30 contains 59825 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8040 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8903 members 
Mstep: Class 39 contains 4287 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13669 members 
Mstep: Class 42 contains 6982 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4122 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457832.000000 Penalty: 100714.671875
Iteration 314Q: 46 clusters Score -8.445783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7389 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 13297 members 
Mstep: Class 5 contains 22525 members 
Mstep: Class 6 contains 8294 members 
Mstep: Class 7 contains 14890 members 
Mstep: Class 8 contains 10853 members 
Mstep: Class 9 contains 6672 members 
Mstep: Class 10 contains 126766 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114595 members 
Mstep: Class 16 contains 78555 members 
Mstep: Class 17 contains 124964 members 
Mstep: Class 18 contains 32049 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 21 contains 8990 members 
Mstep: Class 22 contains 68749 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39101 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3220 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27898 members 
Mstep: Class 30 contains 59825 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8040 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8903 members 
Mstep: Class 39 contains 4287 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13669 members 
Mstep: Class 42 contains 6982 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4122 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457816.000000 Penalty: 100714.671875
Iteration 315Q: 46 clusters Score -8.445782e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7389 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 13299 members 
Mstep: Class 5 contains 22524 members 
Mstep: Class 6 contains 8294 members 
Mstep: Class 7 contains 14890 members 
Mstep: Class 8 contains 10853 members 
Mstep: Class 9 contains 6672 members 
Mstep: Class 10 contains 126767 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114595 members 
Mstep: Class 16 contains 78554 members 
Mstep: Class 17 contains 124964 members 
Mstep: Class 18 contains 32049 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 21 contains 8990 members 
Mstep: Class 22 contains 68746 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39102 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3220 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27899 members 
Mstep: Class 30 contains 59826 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8040 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8903 members 
Mstep: Class 39 contains 4287 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13669 members 
Mstep: Class 42 contains 6981 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4122 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457832.000000 Penalty: 100714.671875
Iteration 316Q: 46 clusters Score -8.445783e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7389 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 13300 members 
Mstep: Class 5 contains 22523 members 
Mstep: Class 6 contains 8294 members 
Mstep: Class 7 contains 14890 members 
Mstep: Class 8 contains 10853 members 
Mstep: Class 9 contains 6672 members 
Mstep: Class 10 contains 126767 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114596 members 
Mstep: Class 16 contains 78553 members 
Mstep: Class 17 contains 124965 members 
Mstep: Class 18 contains 32046 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 21 contains 8990 members 
Mstep: Class 22 contains 68748 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39103 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3220 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27901 members 
Mstep: Class 30 contains 59825 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8040 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8903 members 
Mstep: Class 39 contains 4287 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13668 members 
Mstep: Class 42 contains 6980 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4122 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457856.000000 Penalty: 100714.671875
Iteration 317Q: 46 clusters Score -8.445786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7389 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 13300 members 
Mstep: Class 5 contains 22524 members 
Mstep: Class 6 contains 8294 members 
Mstep: Class 7 contains 14890 members 
Mstep: Class 8 contains 10853 members 
Mstep: Class 9 contains 6672 members 
Mstep: Class 10 contains 126765 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114597 members 
Mstep: Class 16 contains 78555 members 
Mstep: Class 17 contains 124965 members 
Mstep: Class 18 contains 32046 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 21 contains 8989 members 
Mstep: Class 22 contains 68747 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39103 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3220 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27901 members 
Mstep: Class 30 contains 59825 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8040 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8903 members 
Mstep: Class 39 contains 4286 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13669 members 
Mstep: Class 42 contains 6980 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4122 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457824.000000 Penalty: 100714.671875
Iteration 318Q: 46 clusters Score -8.445782e+07 nChanged 4
Entering ConstructFrom: 
Score: -84457824.000000 Penalty: 100714.671875
Entering ConstructFrom: 
Trying to split cluster 1 (51917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51917 members 
Entering Unmasked Estep 
Score: -4649494.500000 Penalty: 1764.327759
	Iteration 0F: 2 clusters Score -4649494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -4614561.500000 Penalty: 3528.655518
	Iteration 0F: 3 clusters Score -4614562 nChanged 24652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -4628868.000000 Penalty: 3528.655518
	Iteration 1F: 3 clusters Score -4628868 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -4629641.500000 Penalty: 3528.655518
	Iteration 2Q: 3 clusters Score -4629642 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -4630757.500000 Penalty: 3528.655518
	Iteration 3Q: 3 clusters Score -4630758 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -4632198.500000 Penalty: 3528.655518
	Iteration 4F: 3 clusters Score -4632198 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -4634009.500000 Penalty: 3528.655518
	Iteration 5F: 3 clusters Score -4634010 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -4636059.500000 Penalty: 3528.655518
	Iteration 6F: 3 clusters Score -4636060 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -4638064.000000 Penalty: 3528.655518
	Iteration 7F: 3 clusters Score -4638064 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -4639821.500000 Penalty: 3528.655518
	Iteration 8F: 3 clusters Score -4639822 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -4641231.500000 Penalty: 3528.655518
	Iteration 9Q: 3 clusters Score -4641232 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -4642230.000000 Penalty: 3528.655518
	Iteration 10Q: 3 clusters Score -4642230 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -4642849.000000 Penalty: 3528.655518
	Iteration 11Q: 3 clusters Score -4642849 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -4643201.000000 Penalty: 3528.655518
	Iteration 12Q: 3 clusters Score -4643201 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -4643452.500000 Penalty: 3528.655518
	Iteration 13Q: 3 clusters Score -4643452 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -4643624.500000 Penalty: 3528.655518
	Iteration 14Q: 3 clusters Score -4643624 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -4643777.500000 Penalty: 3528.655518
	Iteration 15Q: 3 clusters Score -4643778 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -4643883.000000 Penalty: 3528.655518
	Iteration 16Q: 3 clusters Score -4643883 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -4644040.500000 Penalty: 3528.655518
	Iteration 17Q: 3 clusters Score -4644040 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -4644148.500000 Penalty: 3528.655518
	Iteration 18Q: 3 clusters Score -4644148 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -4644216.500000 Penalty: 3528.655518
	Iteration 19Q: 3 clusters Score -4644216 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -4644250.500000 Penalty: 3528.655518
	Iteration 20F: 3 clusters Score -4644250 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -4644297.000000 Penalty: 3528.655518
	Iteration 21Q: 3 clusters Score -4644297 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -4644347.500000 Penalty: 3528.655518
	Iteration 22Q: 3 clusters Score -4644348 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -4644377.000000 Penalty: 3528.655518
	Iteration 23Q: 3 clusters Score -4644377 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -4644395.000000 Penalty: 3528.655518
	Iteration 24Q: 3 clusters Score -4644395 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -4644396.000000 Penalty: 3528.655518
	Iteration 25Q: 3 clusters Score -4644396 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -4644405.000000 Penalty: 3528.655518
	Iteration 26Q: 3 clusters Score -4644405 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -4644408.500000 Penalty: 3528.655518
	Iteration 27Q: 3 clusters Score -4644408 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -4644431.500000 Penalty: 3528.655518
	Iteration 28Q: 3 clusters Score -4644432 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -4644439.500000 Penalty: 3528.655518
	Iteration 29Q: 3 clusters Score -4644440 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -4644433.000000 Penalty: 3528.655518
	Iteration 30Q: 3 clusters Score -4644433 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -4644444.500000 Penalty: 3528.655518
	Iteration 31Q: 3 clusters Score -4644444 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -4644442.500000 Penalty: 3528.655518
	Iteration 32Q: 3 clusters Score -4644442 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -4644432.000000 Penalty: 3528.655518
	Iteration 33Q: 3 clusters Score -4644432 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -4644430.500000 Penalty: 3528.655518
	Iteration 34Q: 3 clusters Score -4644430 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -4644454.500000 Penalty: 3528.655518
	Iteration 35Q: 3 clusters Score -4644454 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -4644459.000000 Penalty: 3528.655518
	Iteration 36Q: 3 clusters Score -4644459 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -4644445.500000 Penalty: 3528.655518
	Iteration 37Q: 3 clusters Score -4644446 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -4644450.000000 Penalty: 3528.655518
	Iteration 38Q: 3 clusters Score -4644450 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -4644451.500000 Penalty: 3528.655518
	Iteration 39Q: 3 clusters Score -4644452 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -4644456.000000 Penalty: 3528.655518
	Iteration 40F: 3 clusters Score -4644456 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -4644450.500000 Penalty: 3528.655518
	Iteration 41Q: 3 clusters Score -4644450 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -4644447.500000 Penalty: 3528.655518
	Iteration 42Q: 3 clusters Score -4644448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -4644448.500000 Penalty: 3528.655518
	Iteration 43Q: 3 clusters Score -4644448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -4644456.000000 Penalty: 3528.655518
	Iteration 44Q: 3 clusters Score -4644456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -4644461.500000 Penalty: 3528.655518
	Iteration 45Q: 3 clusters Score -4644462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -4644463.500000 Penalty: 3528.655518
	Iteration 46Q: 3 clusters Score -4644464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -4644470.000000 Penalty: 3528.655518
	Iteration 47Q: 3 clusters Score -4644470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -4644463.000000 Penalty: 3528.655518
	Iteration 48Q: 3 clusters Score -4644463 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -4644466.000000 Penalty: 3528.655518
	Iteration 49Q: 3 clusters Score -4644466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -4644468.000000 Penalty: 3528.655518
	Iteration 50Q: 3 clusters Score -4644468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -4644469.000000 Penalty: 3528.655518
	Iteration 51Q: 3 clusters Score -4644469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -4644465.000000 Penalty: 3528.655518
	Iteration 52Q: 3 clusters Score -4644465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -4644473.000000 Penalty: 3528.655518
	Iteration 53Q: 3 clusters Score -4644473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -4644469.500000 Penalty: 3528.655518
	Iteration 54Q: 3 clusters Score -4644470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -4644472.000000 Penalty: 3528.655518
	Iteration 55Q: 3 clusters Score -4644472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -4644473.500000 Penalty: 3528.655518
	Iteration 56Q: 3 clusters Score -4644474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -4644472.500000 Penalty: 3528.655518
	Iteration 57Q: 3 clusters Score -4644472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -4644469.000000 Penalty: 3528.655518
	Iteration 58Q: 3 clusters Score -4644469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -4644469.500000 Penalty: 3528.655518
	Iteration 59Q: 3 clusters Score -4644470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -4644470.000000 Penalty: 3528.655518
	Iteration 60F: 3 clusters Score -4644470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Entering Unmasked Estep 
Score: -659158.562500 Penalty: 1447.508911
	Iteration 0F: 2 clusters Score -659158.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -653686.000000 Penalty: 2895.017822
	Iteration 0F: 3 clusters Score -653686 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -655520.625000 Penalty: 2895.017822
	Iteration 1F: 3 clusters Score -655520.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -655966.125000 Penalty: 2895.017822
	Iteration 2F: 3 clusters Score -655966.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -656386.250000 Penalty: 2895.017822
	Iteration 3F: 3 clusters Score -656386.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -656753.312500 Penalty: 2895.017822
	Iteration 4F: 3 clusters Score -656753.3 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -657066.375000 Penalty: 2895.017822
	Iteration 5F: 3 clusters Score -657066.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -657332.625000 Penalty: 2895.017822
	Iteration 6F: 3 clusters Score -657332.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -657576.750000 Penalty: 2895.017822
	Iteration 7Q: 3 clusters Score -657576.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -657784.187500 Penalty: 2895.017822
	Iteration 8Q: 3 clusters Score -657784.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -657954.375000 Penalty: 2895.017822
	Iteration 9Q: 3 clusters Score -657954.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -658067.937500 Penalty: 2895.017822
	Iteration 10Q: 3 clusters Score -658067.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -658144.437500 Penalty: 2895.017822
	Iteration 11Q: 3 clusters Score -658144.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -658197.437500 Penalty: 2895.017822
	Iteration 12Q: 3 clusters Score -658197.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -658227.250000 Penalty: 2895.017822
	Iteration 13Q: 3 clusters Score -658227.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -658246.187500 Penalty: 2895.017822
	Iteration 14Q: 3 clusters Score -658246.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -658260.375000 Penalty: 2895.017822
	Iteration 15Q: 3 clusters Score -658260.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -658274.500000 Penalty: 2895.017822
	Iteration 16Q: 3 clusters Score -658274.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -658282.812500 Penalty: 2895.017822
	Iteration 17Q: 3 clusters Score -658282.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -658287.437500 Penalty: 2895.017822
	Iteration 18Q: 3 clusters Score -658287.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -658290.125000 Penalty: 2895.017822
	Iteration 19Q: 3 clusters Score -658290.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -658295.437500 Penalty: 2895.017822
	Iteration 20F: 3 clusters Score -658295.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -658298.625000 Penalty: 2895.017822
	Iteration 21Q: 3 clusters Score -658298.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -658300.250000 Penalty: 2895.017822
	Iteration 22Q: 3 clusters Score -658300.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -658300.812500 Penalty: 2895.017822
	Iteration 23Q: 3 clusters Score -658300.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -658301.062500 Penalty: 2895.017822
	Iteration 24Q: 3 clusters Score -658301.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -658305.000000 Penalty: 2895.017822
	Iteration 25Q: 3 clusters Score -658305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -658305.937500 Penalty: 2895.017822
	Iteration 26Q: 3 clusters Score -658305.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -658306.562500 Penalty: 2895.017822
	Iteration 27Q: 3 clusters Score -658306.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -658307.187500 Penalty: 2895.017822
	Iteration 28Q: 3 clusters Score -658307.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -658307.375000 Penalty: 2895.017822
	Iteration 29Q: 3 clusters Score -658307.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -658311.062500 Penalty: 2895.017822
	Iteration 30Q: 3 clusters Score -658311.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -658313.125000 Penalty: 2895.017822
	Iteration 31Q: 3 clusters Score -658313.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -658313.375000 Penalty: 2895.017822
	Iteration 32Q: 3 clusters Score -658313.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -658315.937500 Penalty: 2895.017822
	Iteration 33Q: 3 clusters Score -658315.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -658317.187500 Penalty: 2895.017822
	Iteration 34Q: 3 clusters Score -658317.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -658316.812500 Penalty: 2895.017822
	Iteration 35Q: 3 clusters Score -658316.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -658319.250000 Penalty: 2895.017822
	Iteration 36Q: 3 clusters Score -658319.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -658320.687500 Penalty: 2895.017822
	Iteration 37Q: 3 clusters Score -658320.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -658322.375000 Penalty: 2895.017822
	Iteration 38Q: 3 clusters Score -658322.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -658323.250000 Penalty: 2895.017822
	Iteration 39Q: 3 clusters Score -658323.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -658325.562500 Penalty: 2895.017822
	Iteration 40F: 3 clusters Score -658325.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -658325.937500 Penalty: 2895.017822
	Iteration 41Q: 3 clusters Score -658325.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -658326.125000 Penalty: 2895.017822
	Iteration 42Q: 3 clusters Score -658326.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -658326.750000 Penalty: 2895.017822
	Iteration 43Q: 3 clusters Score -658326.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -658326.937500 Penalty: 2895.017822
	Iteration 44Q: 3 clusters Score -658326.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -658327.750000 Penalty: 2895.017822
	Iteration 45Q: 3 clusters Score -658327.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -658327.750000 Penalty: 2895.017822
	Iteration 46Q: 3 clusters Score -658327.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -658327.875000 Penalty: 2895.017822
	Iteration 47Q: 3 clusters Score -658327.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -658330.562500 Penalty: 2895.017822
	Iteration 48Q: 3 clusters Score -658330.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -658332.125000 Penalty: 2895.017822
	Iteration 49Q: 3 clusters Score -658332.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -658332.937500 Penalty: 2895.017822
	Iteration 50Q: 3 clusters Score -658332.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -658336.625000 Penalty: 2895.017822
	Iteration 51Q: 3 clusters Score -658336.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -658336.750000 Penalty: 2895.017822
	Iteration 52Q: 3 clusters Score -658336.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -658337.687500 Penalty: 2895.017822
	Iteration 53Q: 3 clusters Score -658337.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -658338.187500 Penalty: 2895.017822
	Iteration 54Q: 3 clusters Score -658338.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -658338.687500 Penalty: 2895.017822
	Iteration 55Q: 3 clusters Score -658338.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -658338.687500 Penalty: 2895.017822
	Iteration 56F: 3 clusters Score -658338.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (40361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Entering Unmasked Estep 
Score: -3676336.750000 Penalty: 1723.413208
	Iteration 0F: 2 clusters Score -3676337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -3649365.250000 Penalty: 3446.826416
	Iteration 0F: 3 clusters Score -3649365 nChanged 18847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -3659729.750000 Penalty: 3446.826416
	Iteration 1F: 3 clusters Score -3659730 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -3660191.000000 Penalty: 3446.826416
	Iteration 2Q: 3 clusters Score -3660191 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -3660676.250000 Penalty: 3446.826416
	Iteration 3Q: 3 clusters Score -3660676 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -3661217.250000 Penalty: 3446.826416
	Iteration 4Q: 3 clusters Score -3661217 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -3661876.250000 Penalty: 3446.826416
	Iteration 5Q: 3 clusters Score -3661876 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -3662639.000000 Penalty: 3446.826416
	Iteration 6Q: 3 clusters Score -3662639 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -3663472.250000 Penalty: 3446.826416
	Iteration 7Q: 3 clusters Score -3663472 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -3664476.750000 Penalty: 3446.826416
	Iteration 8Q: 3 clusters Score -3664477 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -3665729.500000 Penalty: 3446.826416
	Iteration 9Q: 3 clusters Score -3665730 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -3667088.000000 Penalty: 3446.826416
	Iteration 10F: 3 clusters Score -3667088 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -3668361.750000 Penalty: 3446.826416
	Iteration 11Q: 3 clusters Score -3668362 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -3669468.000000 Penalty: 3446.826416
	Iteration 12Q: 3 clusters Score -3669468 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -3670489.750000 Penalty: 3446.826416
	Iteration 13Q: 3 clusters Score -3670490 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -3671355.250000 Penalty: 3446.826416
	Iteration 14Q: 3 clusters Score -3671355 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -3672059.250000 Penalty: 3446.826416
	Iteration 15Q: 3 clusters Score -3672059 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -3672761.250000 Penalty: 3446.826416
	Iteration 16Q: 3 clusters Score -3672761 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -3673368.500000 Penalty: 3446.826416
	Iteration 17Q: 3 clusters Score -3673368 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -3673868.500000 Penalty: 3446.826416
	Iteration 18Q: 3 clusters Score -3673868 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -3674298.250000 Penalty: 3446.826416
	Iteration 19Q: 3 clusters Score -3674298 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -3674570.000000 Penalty: 3446.826416
	Iteration 20F: 3 clusters Score -3674570 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -3674732.500000 Penalty: 3446.826416
	Iteration 21Q: 3 clusters Score -3674732 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -3674862.750000 Penalty: 3446.826416
	Iteration 22Q: 3 clusters Score -3674863 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -3674937.250000 Penalty: 3446.826416
	Iteration 23Q: 3 clusters Score -3674937 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -3675020.500000 Penalty: 3446.826416
	Iteration 24Q: 3 clusters Score -3675020 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -3675048.500000 Penalty: 3446.826416
	Iteration 25Q: 3 clusters Score -3675048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -3675076.750000 Penalty: 3446.826416
	Iteration 26Q: 3 clusters Score -3675077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -3675089.250000 Penalty: 3446.826416
	Iteration 27Q: 3 clusters Score -3675089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -3675091.500000 Penalty: 3446.826416
	Iteration 28Q: 3 clusters Score -3675092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -3675104.500000 Penalty: 3446.826416
	Iteration 29Q: 3 clusters Score -3675104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -3675111.250000 Penalty: 3446.826416
	Iteration 30Q: 3 clusters Score -3675111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -3675113.750000 Penalty: 3446.826416
	Iteration 31Q: 3 clusters Score -3675114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -3675117.750000 Penalty: 3446.826416
	Iteration 32Q: 3 clusters Score -3675118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -3675131.250000 Penalty: 3446.826416
	Iteration 33Q: 3 clusters Score -3675131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -3675141.500000 Penalty: 3446.826416
	Iteration 34Q: 3 clusters Score -3675142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -3675148.000000 Penalty: 3446.826416
	Iteration 35Q: 3 clusters Score -3675148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -3675151.500000 Penalty: 3446.826416
	Iteration 36Q: 3 clusters Score -3675152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -3675155.500000 Penalty: 3446.826416
	Iteration 37Q: 3 clusters Score -3675156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -3675158.000000 Penalty: 3446.826416
	Iteration 38Q: 3 clusters Score -3675158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -3675157.000000 Penalty: 3446.826416
	Iteration 39Q: 3 clusters Score -3675157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -3675155.500000 Penalty: 3446.826416
	Iteration 40F: 3 clusters Score -3675156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Entering Unmasked Estep 
Score: -1209764.000000 Penalty: 1543.034058
	Iteration 0F: 2 clusters Score -1209764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1200506.875000 Penalty: 3086.068115
	Iteration 0F: 3 clusters Score -1200507 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1203744.125000 Penalty: 3086.068115
	Iteration 1F: 3 clusters Score -1203744 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1204143.750000 Penalty: 3086.068115
	Iteration 2F: 3 clusters Score -1204144 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1204480.625000 Penalty: 3086.068115
	Iteration 3F: 3 clusters Score -1204481 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1204787.000000 Penalty: 3086.068115
	Iteration 4Q: 3 clusters Score -1204787 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1205077.625000 Penalty: 3086.068115
	Iteration 5Q: 3 clusters Score -1205078 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1205350.125000 Penalty: 3086.068115
	Iteration 6Q: 3 clusters Score -1205350 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1205608.125000 Penalty: 3086.068115
	Iteration 7Q: 3 clusters Score -1205608 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1205860.875000 Penalty: 3086.068115
	Iteration 8Q: 3 clusters Score -1205861 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1206108.750000 Penalty: 3086.068115
	Iteration 9Q: 3 clusters Score -1206109 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1206340.750000 Penalty: 3086.068115
	Iteration 10Q: 3 clusters Score -1206341 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1206554.000000 Penalty: 3086.068115
	Iteration 11Q: 3 clusters Score -1206554 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1206791.875000 Penalty: 3086.068115
	Iteration 12Q: 3 clusters Score -1206792 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1206989.875000 Penalty: 3086.068115
	Iteration 13Q: 3 clusters Score -1206990 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1207141.625000 Penalty: 3086.068115
	Iteration 14Q: 3 clusters Score -1207142 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1207306.625000 Penalty: 3086.068115
	Iteration 15Q: 3 clusters Score -1207307 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1207433.875000 Penalty: 3086.068115
	Iteration 16Q: 3 clusters Score -1207434 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1207551.875000 Penalty: 3086.068115
	Iteration 17Q: 3 clusters Score -1207552 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1207648.375000 Penalty: 3086.068115
	Iteration 18Q: 3 clusters Score -1207648 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1207721.250000 Penalty: 3086.068115
	Iteration 19Q: 3 clusters Score -1207721 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1207792.125000 Penalty: 3086.068115
	Iteration 20F: 3 clusters Score -1207792 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1207848.250000 Penalty: 3086.068115
	Iteration 21Q: 3 clusters Score -1207848 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1207904.125000 Penalty: 3086.068115
	Iteration 22Q: 3 clusters Score -1207904 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1207961.250000 Penalty: 3086.068115
	Iteration 23Q: 3 clusters Score -1207961 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1208022.500000 Penalty: 3086.068115
	Iteration 24Q: 3 clusters Score -1208022 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1208072.000000 Penalty: 3086.068115
	Iteration 25Q: 3 clusters Score -1208072 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1208121.000000 Penalty: 3086.068115
	Iteration 26Q: 3 clusters Score -1208121 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1208162.250000 Penalty: 3086.068115
	Iteration 27Q: 3 clusters Score -1208162 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1208199.375000 Penalty: 3086.068115
	Iteration 28Q: 3 clusters Score -1208199 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1208239.375000 Penalty: 3086.068115
	Iteration 29Q: 3 clusters Score -1208239 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1208283.625000 Penalty: 3086.068115
	Iteration 30Q: 3 clusters Score -1208284 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1208310.750000 Penalty: 3086.068115
	Iteration 31Q: 3 clusters Score -1208311 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1208327.750000 Penalty: 3086.068115
	Iteration 32Q: 3 clusters Score -1208328 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1208342.250000 Penalty: 3086.068115
	Iteration 33Q: 3 clusters Score -1208342 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1208359.500000 Penalty: 3086.068115
	Iteration 34Q: 3 clusters Score -1208360 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1208374.875000 Penalty: 3086.068115
	Iteration 35Q: 3 clusters Score -1208375 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1208390.125000 Penalty: 3086.068115
	Iteration 36Q: 3 clusters Score -1208390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1208399.750000 Penalty: 3086.068115
	Iteration 37Q: 3 clusters Score -1208400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1208413.500000 Penalty: 3086.068115
	Iteration 38Q: 3 clusters Score -1208414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1208424.000000 Penalty: 3086.068115
	Iteration 39Q: 3 clusters Score -1208424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1208438.875000 Penalty: 3086.068115
	Iteration 40F: 3 clusters Score -1208439 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1208454.500000 Penalty: 3086.068115
	Iteration 41Q: 3 clusters Score -1208454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1208471.125000 Penalty: 3086.068115
	Iteration 42Q: 3 clusters Score -1208471 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1208476.375000 Penalty: 3086.068115
	Iteration 43Q: 3 clusters Score -1208476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1208482.125000 Penalty: 3086.068115
	Iteration 44Q: 3 clusters Score -1208482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1208486.500000 Penalty: 3086.068115
	Iteration 45Q: 3 clusters Score -1208486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1208491.250000 Penalty: 3086.068115
	Iteration 46Q: 3 clusters Score -1208491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1208494.125000 Penalty: 3086.068115
	Iteration 47Q: 3 clusters Score -1208494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1208500.625000 Penalty: 3086.068115
	Iteration 48Q: 3 clusters Score -1208501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1208507.125000 Penalty: 3086.068115
	Iteration 49Q: 3 clusters Score -1208507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1208510.750000 Penalty: 3086.068115
	Iteration 50Q: 3 clusters Score -1208511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1208516.625000 Penalty: 3086.068115
	Iteration 51Q: 3 clusters Score -1208517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1208521.750000 Penalty: 3086.068115
	Iteration 52Q: 3 clusters Score -1208522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1208525.750000 Penalty: 3086.068115
	Iteration 53Q: 3 clusters Score -1208526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1208528.125000 Penalty: 3086.068115
	Iteration 54Q: 3 clusters Score -1208528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1208529.625000 Penalty: 3086.068115
	Iteration 55Q: 3 clusters Score -1208530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1208532.000000 Penalty: 3086.068115
	Iteration 56Q: 3 clusters Score -1208532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1208531.875000 Penalty: 3086.068115
	Iteration 57Q: 3 clusters Score -1208532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1208530.625000 Penalty: 3086.068115
	Iteration 58Q: 3 clusters Score -1208531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1208531.500000 Penalty: 3086.068115
	Iteration 59Q: 3 clusters Score -1208532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1208532.375000 Penalty: 3086.068115
	Iteration 60F: 3 clusters Score -1208532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Entering Unmasked Estep 
Score: -2074462.250000 Penalty: 1628.629761
	Iteration 0F: 2 clusters Score -2074462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -2059070.500000 Penalty: 3257.259521
	Iteration 0F: 3 clusters Score -2059070 nChanged 10198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2064616.125000 Penalty: 3257.259521
	Iteration 1F: 3 clusters Score -2064616 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2064990.375000 Penalty: 3257.259521
	Iteration 2F: 3 clusters Score -2064990 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2065343.125000 Penalty: 3257.259521
	Iteration 3Q: 3 clusters Score -2065343 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -2065688.125000 Penalty: 3257.259521
	Iteration 4Q: 3 clusters Score -2065688 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2066084.250000 Penalty: 3257.259521
	Iteration 5Q: 3 clusters Score -2066084 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -2066546.625000 Penalty: 3257.259521
	Iteration 6Q: 3 clusters Score -2066547 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2067062.250000 Penalty: 3257.259521
	Iteration 7Q: 3 clusters Score -2067062 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -2067567.000000 Penalty: 3257.259521
	Iteration 8Q: 3 clusters Score -2067567 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -2068068.375000 Penalty: 3257.259521
	Iteration 9Q: 3 clusters Score -2068068 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2068549.625000 Penalty: 3257.259521
	Iteration 10Q: 3 clusters Score -2068550 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -2069086.625000 Penalty: 3257.259521
	Iteration 11Q: 3 clusters Score -2069087 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2069639.625000 Penalty: 3257.259521
	Iteration 12Q: 3 clusters Score -2069640 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -2070199.875000 Penalty: 3257.259521
	Iteration 13Q: 3 clusters Score -2070200 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -2070758.000000 Penalty: 3257.259521
	Iteration 14Q: 3 clusters Score -2070758 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -2071301.375000 Penalty: 3257.259521
	Iteration 15Q: 3 clusters Score -2071301 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -2071721.875000 Penalty: 3257.259521
	Iteration 16Q: 3 clusters Score -2071722 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -2072041.750000 Penalty: 3257.259521
	Iteration 17Q: 3 clusters Score -2072042 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -2072273.000000 Penalty: 3257.259521
	Iteration 18Q: 3 clusters Score -2072273 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -2072445.500000 Penalty: 3257.259521
	Iteration 19Q: 3 clusters Score -2072446 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -2072579.750000 Penalty: 3257.259521
	Iteration 20F: 3 clusters Score -2072580 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -2072710.000000 Penalty: 3257.259521
	Iteration 21Q: 3 clusters Score -2072710 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -2072828.125000 Penalty: 3257.259521
	Iteration 22Q: 3 clusters Score -2072828 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -2072898.875000 Penalty: 3257.259521
	Iteration 23Q: 3 clusters Score -2072899 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -2072945.250000 Penalty: 3257.259521
	Iteration 24Q: 3 clusters Score -2072945 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -2072977.500000 Penalty: 3257.259521
	Iteration 25Q: 3 clusters Score -2072978 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -2073013.000000 Penalty: 3257.259521
	Iteration 26Q: 3 clusters Score -2073013 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -2073034.500000 Penalty: 3257.259521
	Iteration 27Q: 3 clusters Score -2073034 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -2073051.625000 Penalty: 3257.259521
	Iteration 28Q: 3 clusters Score -2073052 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -2073066.375000 Penalty: 3257.259521
	Iteration 29Q: 3 clusters Score -2073066 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -2073083.875000 Penalty: 3257.259521
	Iteration 30Q: 3 clusters Score -2073084 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -2073096.125000 Penalty: 3257.259521
	Iteration 31Q: 3 clusters Score -2073096 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -2073110.000000 Penalty: 3257.259521
	Iteration 32Q: 3 clusters Score -2073110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -2073116.125000 Penalty: 3257.259521
	Iteration 33Q: 3 clusters Score -2073116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -2073127.250000 Penalty: 3257.259521
	Iteration 34Q: 3 clusters Score -2073127 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -2073132.000000 Penalty: 3257.259521
	Iteration 35Q: 3 clusters Score -2073132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -2073139.375000 Penalty: 3257.259521
	Iteration 36Q: 3 clusters Score -2073139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -2073143.000000 Penalty: 3257.259521
	Iteration 37Q: 3 clusters Score -2073143 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -2073146.500000 Penalty: 3257.259521
	Iteration 38Q: 3 clusters Score -2073146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -2073151.000000 Penalty: 3257.259521
	Iteration 39Q: 3 clusters Score -2073151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -2073153.750000 Penalty: 3257.259521
	Iteration 40F: 3 clusters Score -2073154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -2073157.125000 Penalty: 3257.259521
	Iteration 41Q: 3 clusters Score -2073157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -2073157.375000 Penalty: 3257.259521
	Iteration 42Q: 3 clusters Score -2073157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -2073160.625000 Penalty: 3257.259521
	Iteration 43Q: 3 clusters Score -2073161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -2073159.625000 Penalty: 3257.259521
	Iteration 44Q: 3 clusters Score -2073160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -2073160.125000 Penalty: 3257.259521
	Iteration 45Q: 3 clusters Score -2073160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -2073160.125000 Penalty: 3257.259521
	Iteration 46F: 3 clusters Score -2073160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Entering Unmasked Estep 
Score: -694322.000000 Penalty: 1466.284302
	Iteration 0F: 2 clusters Score -694322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -688230.187500 Penalty: 2932.568604
	Iteration 0F: 3 clusters Score -688230.2 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -690179.937500 Penalty: 2932.568604
	Iteration 1F: 3 clusters Score -690179.9 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -690532.312500 Penalty: 2932.568604
	Iteration 2F: 3 clusters Score -690532.3 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -690878.562500 Penalty: 2932.568604
	Iteration 3F: 3 clusters Score -690878.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -691156.625000 Penalty: 2932.568604
	Iteration 4F: 3 clusters Score -691156.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -691376.750000 Penalty: 2932.568604
	Iteration 5Q: 3 clusters Score -691376.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -691559.875000 Penalty: 2932.568604
	Iteration 6Q: 3 clusters Score -691559.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -691718.812500 Penalty: 2932.568604
	Iteration 7Q: 3 clusters Score -691718.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -691850.250000 Penalty: 2932.568604
	Iteration 8Q: 3 clusters Score -691850.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -691953.875000 Penalty: 2932.568604
	Iteration 9Q: 3 clusters Score -691953.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -692020.625000 Penalty: 2932.568604
	Iteration 10Q: 3 clusters Score -692020.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -692076.937500 Penalty: 2932.568604
	Iteration 11Q: 3 clusters Score -692076.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -692123.500000 Penalty: 2932.568604
	Iteration 12Q: 3 clusters Score -692123.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -692168.312500 Penalty: 2932.568604
	Iteration 13Q: 3 clusters Score -692168.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -692211.937500 Penalty: 2932.568604
	Iteration 14Q: 3 clusters Score -692211.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -692279.125000 Penalty: 2932.568604
	Iteration 15Q: 3 clusters Score -692279.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -692346.750000 Penalty: 2932.568604
	Iteration 16Q: 3 clusters Score -692346.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -692410.062500 Penalty: 2932.568604
	Iteration 17Q: 3 clusters Score -692410.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -692481.187500 Penalty: 2932.568604
	Iteration 18Q: 3 clusters Score -692481.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -692543.562500 Penalty: 2932.568604
	Iteration 19Q: 3 clusters Score -692543.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -692588.437500 Penalty: 2932.568604
	Iteration 20F: 3 clusters Score -692588.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -692620.812500 Penalty: 2932.568604
	Iteration 21Q: 3 clusters Score -692620.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -692643.250000 Penalty: 2932.568604
	Iteration 22Q: 3 clusters Score -692643.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -692660.812500 Penalty: 2932.568604
	Iteration 23Q: 3 clusters Score -692660.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -692678.625000 Penalty: 2932.568604
	Iteration 24Q: 3 clusters Score -692678.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -692693.000000 Penalty: 2932.568604
	Iteration 25Q: 3 clusters Score -692693 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -692702.375000 Penalty: 2932.568604
	Iteration 26Q: 3 clusters Score -692702.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -692713.250000 Penalty: 2932.568604
	Iteration 27Q: 3 clusters Score -692713.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -692724.000000 Penalty: 2932.568604
	Iteration 28Q: 3 clusters Score -692724 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -692734.000000 Penalty: 2932.568604
	Iteration 29Q: 3 clusters Score -692734 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -692742.375000 Penalty: 2932.568604
	Iteration 30Q: 3 clusters Score -692742.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -692755.062500 Penalty: 2932.568604
	Iteration 31Q: 3 clusters Score -692755.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -692760.625000 Penalty: 2932.568604
	Iteration 32Q: 3 clusters Score -692760.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -692766.312500 Penalty: 2932.568604
	Iteration 33Q: 3 clusters Score -692766.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -692771.187500 Penalty: 2932.568604
	Iteration 34Q: 3 clusters Score -692771.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -692772.937500 Penalty: 2932.568604
	Iteration 35Q: 3 clusters Score -692772.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -692777.375000 Penalty: 2932.568604
	Iteration 36Q: 3 clusters Score -692777.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -692778.625000 Penalty: 2932.568604
	Iteration 37Q: 3 clusters Score -692778.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -692785.250000 Penalty: 2932.568604
	Iteration 38Q: 3 clusters Score -692785.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -692793.625000 Penalty: 2932.568604
	Iteration 39Q: 3 clusters Score -692793.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -692798.250000 Penalty: 2932.568604
	Iteration 40F: 3 clusters Score -692798.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -692803.000000 Penalty: 2932.568604
	Iteration 41Q: 3 clusters Score -692803 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -692810.750000 Penalty: 2932.568604
	Iteration 42Q: 3 clusters Score -692810.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -692821.437500 Penalty: 2932.568604
	Iteration 43Q: 3 clusters Score -692821.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -692832.812500 Penalty: 2932.568604
	Iteration 44Q: 3 clusters Score -692832.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -692838.500000 Penalty: 2932.568604
	Iteration 45Q: 3 clusters Score -692838.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -692848.437500 Penalty: 2932.568604
	Iteration 46Q: 3 clusters Score -692848.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -692859.062500 Penalty: 2932.568604
	Iteration 47Q: 3 clusters Score -692859.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -692865.687500 Penalty: 2932.568604
	Iteration 48Q: 3 clusters Score -692865.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -692869.625000 Penalty: 2932.568604
	Iteration 49Q: 3 clusters Score -692869.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -692874.437500 Penalty: 2932.568604
	Iteration 50Q: 3 clusters Score -692874.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -692877.750000 Penalty: 2932.568604
	Iteration 51Q: 3 clusters Score -692877.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -692881.375000 Penalty: 2932.568604
	Iteration 52Q: 3 clusters Score -692881.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -692884.062500 Penalty: 2932.568604
	Iteration 53Q: 3 clusters Score -692884.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -692889.625000 Penalty: 2932.568604
	Iteration 54Q: 3 clusters Score -692889.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -692894.437500 Penalty: 2932.568604
	Iteration 55Q: 3 clusters Score -692894.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -692900.750000 Penalty: 2932.568604
	Iteration 56Q: 3 clusters Score -692900.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -692905.687500 Penalty: 2932.568604
	Iteration 57Q: 3 clusters Score -692905.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -692910.062500 Penalty: 2932.568604
	Iteration 58Q: 3 clusters Score -692910.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -692916.812500 Penalty: 2932.568604
	Iteration 59Q: 3 clusters Score -692916.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -692924.187500 Penalty: 2932.568604
	Iteration 60F: 3 clusters Score -692924.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -692933.437500 Penalty: 2932.568604
	Iteration 61Q: 3 clusters Score -692933.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -692943.437500 Penalty: 2932.568604
	Iteration 62Q: 3 clusters Score -692943.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -692953.812500 Penalty: 2932.568604
	Iteration 63Q: 3 clusters Score -692953.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -692959.562500 Penalty: 2932.568604
	Iteration 64Q: 3 clusters Score -692959.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -692964.875000 Penalty: 2932.568604
	Iteration 65Q: 3 clusters Score -692964.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -692968.312500 Penalty: 2932.568604
	Iteration 66Q: 3 clusters Score -692968.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -692969.312500 Penalty: 2932.568604
	Iteration 67Q: 3 clusters Score -692969.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -692968.937500 Penalty: 2932.568604
	Iteration 68Q: 3 clusters Score -692968.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -692969.625000 Penalty: 2932.568604
	Iteration 69Q: 3 clusters Score -692969.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -692969.250000 Penalty: 2932.568604
	Iteration 70Q: 3 clusters Score -692969.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -692969.250000 Penalty: 2932.568604
	Iteration 71F: 3 clusters Score -692969.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Entering Unmasked Estep 
Score: -1331309.875000 Penalty: 1561.372314
	Iteration 0F: 2 clusters Score -1331310 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 7458 members 
Entering Unmasked Estep 
Score: -1321023.000000 Penalty: 3122.744629
	Iteration 0F: 3 clusters Score -1321023 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1324658.500000 Penalty: 3122.744629
	Iteration 1F: 3 clusters Score -1324658 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1325006.500000 Penalty: 3122.744629
	Iteration 2F: 3 clusters Score -1325006 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1325359.375000 Penalty: 3122.744629
	Iteration 3F: 3 clusters Score -1325359 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1325778.875000 Penalty: 3122.744629
	Iteration 4Q: 3 clusters Score -1325779 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1326316.250000 Penalty: 3122.744629
	Iteration 5F: 3 clusters Score -1326316 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1326980.875000 Penalty: 3122.744629
	Iteration 6F: 3 clusters Score -1326981 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1327792.250000 Penalty: 3122.744629
	Iteration 7F: 3 clusters Score -1327792 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1328714.625000 Penalty: 3122.744629
	Iteration 8F: 3 clusters Score -1328715 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1329602.875000 Penalty: 3122.744629
	Iteration 9F: 3 clusters Score -1329603 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1330220.875000 Penalty: 3122.744629
	Iteration 10F: 3 clusters Score -1330221 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1330545.625000 Penalty: 3122.744629
	Iteration 11Q: 3 clusters Score -1330546 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1330710.750000 Penalty: 3122.744629
	Iteration 12Q: 3 clusters Score -1330711 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1330802.125000 Penalty: 3122.744629
	Iteration 13Q: 3 clusters Score -1330802 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1330848.500000 Penalty: 3122.744629
	Iteration 14Q: 3 clusters Score -1330848 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1330888.625000 Penalty: 3122.744629
	Iteration 15Q: 3 clusters Score -1330889 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1330925.125000 Penalty: 3122.744629
	Iteration 16Q: 3 clusters Score -1330925 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1330951.125000 Penalty: 3122.744629
	Iteration 17Q: 3 clusters Score -1330951 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1330974.250000 Penalty: 3122.744629
	Iteration 18Q: 3 clusters Score -1330974 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1330990.125000 Penalty: 3122.744629
	Iteration 19Q: 3 clusters Score -1330990 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1331001.375000 Penalty: 3122.744629
	Iteration 20F: 3 clusters Score -1331001 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1331019.750000 Penalty: 3122.744629
	Iteration 21Q: 3 clusters Score -1331020 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1331036.875000 Penalty: 3122.744629
	Iteration 22Q: 3 clusters Score -1331037 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1331051.875000 Penalty: 3122.744629
	Iteration 23Q: 3 clusters Score -1331052 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1331067.250000 Penalty: 3122.744629
	Iteration 24Q: 3 clusters Score -1331067 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1331071.000000 Penalty: 3122.744629
	Iteration 25Q: 3 clusters Score -1331071 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1331079.500000 Penalty: 3122.744629
	Iteration 26Q: 3 clusters Score -1331080 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1331085.625000 Penalty: 3122.744629
	Iteration 27Q: 3 clusters Score -1331086 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1331100.125000 Penalty: 3122.744629
	Iteration 28Q: 3 clusters Score -1331100 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1331106.125000 Penalty: 3122.744629
	Iteration 29Q: 3 clusters Score -1331106 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1331111.625000 Penalty: 3122.744629
	Iteration 30Q: 3 clusters Score -1331112 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1331116.875000 Penalty: 3122.744629
	Iteration 31Q: 3 clusters Score -1331117 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1331122.375000 Penalty: 3122.744629
	Iteration 32Q: 3 clusters Score -1331122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1331126.500000 Penalty: 3122.744629
	Iteration 33Q: 3 clusters Score -1331126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1331126.500000 Penalty: 3122.744629
	Iteration 34Q: 3 clusters Score -1331126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1331128.000000 Penalty: 3122.744629
	Iteration 35Q: 3 clusters Score -1331128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1331128.000000 Penalty: 3122.744629
	Iteration 36Q: 3 clusters Score -1331128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1331132.375000 Penalty: 3122.744629
	Iteration 37Q: 3 clusters Score -1331132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1331131.875000 Penalty: 3122.744629
	Iteration 38Q: 3 clusters Score -1331132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1331134.250000 Penalty: 3122.744629
	Iteration 39Q: 3 clusters Score -1331134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1331136.625000 Penalty: 3122.744629
	Iteration 40F: 3 clusters Score -1331137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1331135.500000 Penalty: 3122.744629
	Iteration 41Q: 3 clusters Score -1331136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1331135.125000 Penalty: 3122.744629
	Iteration 42Q: 3 clusters Score -1331135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1331138.500000 Penalty: 3122.744629
	Iteration 43Q: 3 clusters Score -1331138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1331138.250000 Penalty: 3122.744629
	Iteration 44Q: 3 clusters Score -1331138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1331142.750000 Penalty: 3122.744629
	Iteration 45Q: 3 clusters Score -1331143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1331142.750000 Penalty: 3122.744629
	Iteration 46Q: 3 clusters Score -1331143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1331144.375000 Penalty: 3122.744629
	Iteration 47Q: 3 clusters Score -1331144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1331146.375000 Penalty: 3122.744629
	Iteration 48Q: 3 clusters Score -1331146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1331147.375000 Penalty: 3122.744629
	Iteration 49Q: 3 clusters Score -1331147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1331143.375000 Penalty: 3122.744629
	Iteration 50Q: 3 clusters Score -1331143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1331145.375000 Penalty: 3122.744629
	Iteration 51Q: 3 clusters Score -1331145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1331143.625000 Penalty: 3122.744629
	Iteration 52Q: 3 clusters Score -1331144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1331146.375000 Penalty: 3122.744629
	Iteration 53Q: 3 clusters Score -1331146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1331146.000000 Penalty: 3122.744629
	Iteration 54Q: 3 clusters Score -1331146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1331148.125000 Penalty: 3122.744629
	Iteration 55Q: 3 clusters Score -1331148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1331147.000000 Penalty: 3122.744629
	Iteration 56Q: 3 clusters Score -1331147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1331147.375000 Penalty: 3122.744629
	Iteration 57Q: 3 clusters Score -1331147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1331149.000000 Penalty: 3122.744629
	Iteration 58Q: 3 clusters Score -1331149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1331150.750000 Penalty: 3122.744629
	Iteration 59Q: 3 clusters Score -1331151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1331152.000000 Penalty: 3122.744629
	Iteration 60F: 3 clusters Score -1331152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1331149.750000 Penalty: 3122.744629
	Iteration 61Q: 3 clusters Score -1331150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1331151.750000 Penalty: 3122.744629
	Iteration 62Q: 3 clusters Score -1331152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1331151.250000 Penalty: 3122.744629
	Iteration 63Q: 3 clusters Score -1331151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1331150.375000 Penalty: 3122.744629
	Iteration 64Q: 3 clusters Score -1331150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1331149.250000 Penalty: 3122.744629
	Iteration 65Q: 3 clusters Score -1331149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1331149.250000 Penalty: 3122.744629
	Iteration 66F: 3 clusters Score -1331149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -1007727.062500 Penalty: 1509.982056
	Iteration 0F: 2 clusters Score -1007727 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 5467 members 
Entering Unmasked Estep 
Score: -999919.750000 Penalty: 3019.964111
	Iteration 0F: 3 clusters Score -999919.8 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1002535.375000 Penalty: 3019.964111
	Iteration 1F: 3 clusters Score -1002535 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1002813.437500 Penalty: 3019.964111
	Iteration 2F: 3 clusters Score -1002813 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1003069.937500 Penalty: 3019.964111
	Iteration 3Q: 3 clusters Score -1003070 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1003381.375000 Penalty: 3019.964111
	Iteration 4Q: 3 clusters Score -1003381 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1003740.750000 Penalty: 3019.964111
	Iteration 5F: 3 clusters Score -1003741 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1004111.437500 Penalty: 3019.964111
	Iteration 6F: 3 clusters Score -1004111 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1004459.750000 Penalty: 3019.964111
	Iteration 7Q: 3 clusters Score -1004460 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1004800.937500 Penalty: 3019.964111
	Iteration 8Q: 3 clusters Score -1004801 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1005090.187500 Penalty: 3019.964111
	Iteration 9Q: 3 clusters Score -1005090 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1005310.125000 Penalty: 3019.964111
	Iteration 10Q: 3 clusters Score -1005310 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1005472.875000 Penalty: 3019.964111
	Iteration 11Q: 3 clusters Score -1005473 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1005599.312500 Penalty: 3019.964111
	Iteration 12Q: 3 clusters Score -1005599 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1005709.687500 Penalty: 3019.964111
	Iteration 13Q: 3 clusters Score -1005710 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1005807.750000 Penalty: 3019.964111
	Iteration 14Q: 3 clusters Score -1005808 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1005885.437500 Penalty: 3019.964111
	Iteration 15Q: 3 clusters Score -1005885 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1005961.250000 Penalty: 3019.964111
	Iteration 16Q: 3 clusters Score -1005961 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1006023.625000 Penalty: 3019.964111
	Iteration 17Q: 3 clusters Score -1006024 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1006073.750000 Penalty: 3019.964111
	Iteration 18Q: 3 clusters Score -1006074 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1006115.062500 Penalty: 3019.964111
	Iteration 19Q: 3 clusters Score -1006115 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1006150.562500 Penalty: 3019.964111
	Iteration 20F: 3 clusters Score -1006151 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1006189.625000 Penalty: 3019.964111
	Iteration 21Q: 3 clusters Score -1006190 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1006222.125000 Penalty: 3019.964111
	Iteration 22Q: 3 clusters Score -1006222 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1006259.750000 Penalty: 3019.964111
	Iteration 23Q: 3 clusters Score -1006260 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1006292.125000 Penalty: 3019.964111
	Iteration 24Q: 3 clusters Score -1006292 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1006325.625000 Penalty: 3019.964111
	Iteration 25Q: 3 clusters Score -1006326 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1006351.687500 Penalty: 3019.964111
	Iteration 26Q: 3 clusters Score -1006352 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1006376.437500 Penalty: 3019.964111
	Iteration 27Q: 3 clusters Score -1006376 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1006393.250000 Penalty: 3019.964111
	Iteration 28Q: 3 clusters Score -1006393 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1006410.875000 Penalty: 3019.964111
	Iteration 29Q: 3 clusters Score -1006411 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1006422.437500 Penalty: 3019.964111
	Iteration 30Q: 3 clusters Score -1006422 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1006431.687500 Penalty: 3019.964111
	Iteration 31Q: 3 clusters Score -1006432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1006437.812500 Penalty: 3019.964111
	Iteration 32Q: 3 clusters Score -1006438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1006442.562500 Penalty: 3019.964111
	Iteration 33Q: 3 clusters Score -1006443 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1006448.750000 Penalty: 3019.964111
	Iteration 34Q: 3 clusters Score -1006449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1006452.000000 Penalty: 3019.964111
	Iteration 35Q: 3 clusters Score -1006452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1006458.875000 Penalty: 3019.964111
	Iteration 36Q: 3 clusters Score -1006459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1006461.875000 Penalty: 3019.964111
	Iteration 37Q: 3 clusters Score -1006462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1006461.562500 Penalty: 3019.964111
	Iteration 38Q: 3 clusters Score -1006462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1006463.250000 Penalty: 3019.964111
	Iteration 39Q: 3 clusters Score -1006463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1006464.187500 Penalty: 3019.964111
	Iteration 40F: 3 clusters Score -1006464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1006464.625000 Penalty: 3019.964111
	Iteration 41Q: 3 clusters Score -1006465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1006467.062500 Penalty: 3019.964111
	Iteration 42Q: 3 clusters Score -1006467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1006466.375000 Penalty: 3019.964111
	Iteration 43Q: 3 clusters Score -1006466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1006467.375000 Penalty: 3019.964111
	Iteration 44Q: 3 clusters Score -1006467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1006467.375000 Penalty: 3019.964111
	Iteration 45F: 3 clusters Score -1006467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Entering Unmasked Estep 
Score: -594121.750000 Penalty: 1430.922119
	Iteration 0F: 2 clusters Score -594121.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -589094.312500 Penalty: 2861.844238
	Iteration 0F: 3 clusters Score -589094.3 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -590565.750000 Penalty: 2861.844238
	Iteration 1F: 3 clusters Score -590565.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -590807.375000 Penalty: 2861.844238
	Iteration 2F: 3 clusters Score -590807.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -590988.187500 Penalty: 2861.844238
	Iteration 3F: 3 clusters Score -590988.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -591174.187500 Penalty: 2861.844238
	Iteration 4Q: 3 clusters Score -591174.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -591376.250000 Penalty: 2861.844238
	Iteration 5F: 3 clusters Score -591376.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -591600.187500 Penalty: 2861.844238
	Iteration 6Q: 3 clusters Score -591600.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -591834.562500 Penalty: 2861.844238
	Iteration 7Q: 3 clusters Score -591834.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -592055.625000 Penalty: 2861.844238
	Iteration 8Q: 3 clusters Score -592055.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -592234.187500 Penalty: 2861.844238
	Iteration 9Q: 3 clusters Score -592234.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -592379.562500 Penalty: 2861.844238
	Iteration 10Q: 3 clusters Score -592379.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -592513.250000 Penalty: 2861.844238
	Iteration 11Q: 3 clusters Score -592513.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -592599.625000 Penalty: 2861.844238
	Iteration 12Q: 3 clusters Score -592599.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -592668.812500 Penalty: 2861.844238
	Iteration 13Q: 3 clusters Score -592668.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -592712.625000 Penalty: 2861.844238
	Iteration 14Q: 3 clusters Score -592712.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -592741.937500 Penalty: 2861.844238
	Iteration 15Q: 3 clusters Score -592741.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -592756.250000 Penalty: 2861.844238
	Iteration 16Q: 3 clusters Score -592756.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -592769.125000 Penalty: 2861.844238
	Iteration 17Q: 3 clusters Score -592769.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -592777.875000 Penalty: 2861.844238
	Iteration 18Q: 3 clusters Score -592777.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -592783.812500 Penalty: 2861.844238
	Iteration 19Q: 3 clusters Score -592783.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -592787.375000 Penalty: 2861.844238
	Iteration 20F: 3 clusters Score -592787.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -592788.750000 Penalty: 2861.844238
	Iteration 21Q: 3 clusters Score -592788.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -592790.250000 Penalty: 2861.844238
	Iteration 22Q: 3 clusters Score -592790.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -592793.000000 Penalty: 2861.844238
	Iteration 23Q: 3 clusters Score -592793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -592794.937500 Penalty: 2861.844238
	Iteration 24Q: 3 clusters Score -592794.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -592795.500000 Penalty: 2861.844238
	Iteration 25Q: 3 clusters Score -592795.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -592795.562500 Penalty: 2861.844238
	Iteration 26Q: 3 clusters Score -592795.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -592796.562500 Penalty: 2861.844238
	Iteration 27Q: 3 clusters Score -592796.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -592795.687500 Penalty: 2861.844238
	Iteration 28Q: 3 clusters Score -592795.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -592796.125000 Penalty: 2861.844238
	Iteration 29Q: 3 clusters Score -592796.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -592796.125000 Penalty: 2861.844238
	Iteration 30F: 3 clusters Score -592796.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (126763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126763 members 
Entering Unmasked Estep 
Score: -11539848.000000 Penalty: 1909.387085
	Iteration 0F: 2 clusters Score -1.153985e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63362 members 
Mstep: Class 2 contains 63401 members 
Entering Unmasked Estep 
Score: -11454812.000000 Penalty: 3818.774170
	Iteration 0F: 3 clusters Score -1.145481e+07 nChanged 61238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65076 members 
Mstep: Class 2 contains 61687 members 
Entering Unmasked Estep 
Score: -11491324.000000 Penalty: 3818.774170
	Iteration 1F: 3 clusters Score -1.149132e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66482 members 
Mstep: Class 2 contains 60281 members 
Entering Unmasked Estep 
Score: -11492682.000000 Penalty: 3818.774170
	Iteration 2Q: 3 clusters Score -1.149268e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68726 members 
Mstep: Class 2 contains 58037 members 
Entering Unmasked Estep 
Score: -11494620.000000 Penalty: 3818.774170
	Iteration 3Q: 3 clusters Score -1.149462e+07 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71914 members 
Mstep: Class 2 contains 54849 members 
Entering Unmasked Estep 
Score: -11497515.000000 Penalty: 3818.774170
	Iteration 4F: 3 clusters Score -1.149752e+07 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75891 members 
Mstep: Class 2 contains 50872 members 
Entering Unmasked Estep 
Score: -11501009.000000 Penalty: 3818.774170
	Iteration 5F: 3 clusters Score -1.150101e+07 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80500 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -11504815.000000 Penalty: 3818.774170
	Iteration 6F: 3 clusters Score -1.150482e+07 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85546 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -11508623.000000 Penalty: 3818.774170
	Iteration 7F: 3 clusters Score -1.150862e+07 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90993 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -11512203.000000 Penalty: 3818.774170
	Iteration 8F: 3 clusters Score -1.15122e+07 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96963 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -11516060.000000 Penalty: 3818.774170
	Iteration 9F: 3 clusters Score -1.151606e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103222 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -11520166.000000 Penalty: 3818.774170
	Iteration 10F: 3 clusters Score -1.152017e+07 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109647 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -11524872.000000 Penalty: 3818.774170
	Iteration 11F: 3 clusters Score -1.152487e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115405 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -11529505.000000 Penalty: 3818.774170
	Iteration 12Q: 3 clusters Score -1.15295e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120054 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -11533388.000000 Penalty: 3818.774170
	Iteration 13Q: 3 clusters Score -1.153339e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123109 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -11535745.000000 Penalty: 3818.774170
	Iteration 14Q: 3 clusters Score -1.153574e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124788 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -11536957.000000 Penalty: 3818.774170
	Iteration 15Q: 3 clusters Score -1.153696e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125586 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -11537579.000000 Penalty: 3818.774170
	Iteration 16Q: 3 clusters Score -1.153758e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125923 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -11537866.000000 Penalty: 3818.774170
	Iteration 17Q: 3 clusters Score -1.153787e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126066 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -11538019.000000 Penalty: 3818.774170
	Iteration 18Q: 3 clusters Score -1.153802e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126139 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -11538140.000000 Penalty: 3818.774170
	Iteration 19Q: 3 clusters Score -1.153814e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126169 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -11538196.000000 Penalty: 3818.774170
	Iteration 20F: 3 clusters Score -1.15382e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126201 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -11538263.000000 Penalty: 3818.774170
	Iteration 21Q: 3 clusters Score -1.153826e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126222 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -11538285.000000 Penalty: 3818.774170
	Iteration 22Q: 3 clusters Score -1.153828e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126230 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -11538317.000000 Penalty: 3818.774170
	Iteration 23Q: 3 clusters Score -1.153832e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126231 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -11538337.000000 Penalty: 3818.774170
	Iteration 24Q: 3 clusters Score -1.153834e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126229 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -11538352.000000 Penalty: 3818.774170
	Iteration 25Q: 3 clusters Score -1.153835e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126228 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -11538355.000000 Penalty: 3818.774170
	Iteration 26Q: 3 clusters Score -1.153836e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126226 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -11538379.000000 Penalty: 3818.774170
	Iteration 27Q: 3 clusters Score -1.153838e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126222 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -11538397.000000 Penalty: 3818.774170
	Iteration 28Q: 3 clusters Score -1.15384e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126223 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -11538426.000000 Penalty: 3818.774170
	Iteration 29Q: 3 clusters Score -1.153843e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126225 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -11538430.000000 Penalty: 3818.774170
	Iteration 30Q: 3 clusters Score -1.153843e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126227 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -11538443.000000 Penalty: 3818.774170
	Iteration 31Q: 3 clusters Score -1.153844e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126229 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -11538469.000000 Penalty: 3818.774170
	Iteration 32Q: 3 clusters Score -1.153847e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126233 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -11538483.000000 Penalty: 3818.774170
	Iteration 33Q: 3 clusters Score -1.153848e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126227 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -11538489.000000 Penalty: 3818.774170
	Iteration 34Q: 3 clusters Score -1.153849e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126229 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -11538511.000000 Penalty: 3818.774170
	Iteration 35Q: 3 clusters Score -1.153851e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126233 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -11538525.000000 Penalty: 3818.774170
	Iteration 36Q: 3 clusters Score -1.153852e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126236 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -11538526.000000 Penalty: 3818.774170
	Iteration 37Q: 3 clusters Score -1.153853e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126227 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -11538540.000000 Penalty: 3818.774170
	Iteration 38Q: 3 clusters Score -1.153854e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126229 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -11538532.000000 Penalty: 3818.774170
	Iteration 39Q: 3 clusters Score -1.153853e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126229 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -11538547.000000 Penalty: 3818.774170
	Iteration 40F: 3 clusters Score -1.153855e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126229 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -11538562.000000 Penalty: 3818.774170
	Iteration 41Q: 3 clusters Score -1.153856e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126219 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -11538560.000000 Penalty: 3818.774170
	Iteration 42Q: 3 clusters Score -1.153856e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126220 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -11538560.000000 Penalty: 3818.774170
	Iteration 43Q: 3 clusters Score -1.153856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126216 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -11538555.000000 Penalty: 3818.774170
	Iteration 44Q: 3 clusters Score -1.153856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126211 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -11538567.000000 Penalty: 3818.774170
	Iteration 45Q: 3 clusters Score -1.153857e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126208 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -11538576.000000 Penalty: 3818.774170
	Iteration 46Q: 3 clusters Score -1.153858e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126207 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -11538579.000000 Penalty: 3818.774170
	Iteration 47Q: 3 clusters Score -1.153858e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126209 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -11538589.000000 Penalty: 3818.774170
	Iteration 48Q: 3 clusters Score -1.153859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126206 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -11538586.000000 Penalty: 3818.774170
	Iteration 49Q: 3 clusters Score -1.153859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126203 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -11538585.000000 Penalty: 3818.774170
	Iteration 50Q: 3 clusters Score -1.153858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126205 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -11538590.000000 Penalty: 3818.774170
	Iteration 51Q: 3 clusters Score -1.153859e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126199 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -11538587.000000 Penalty: 3818.774170
	Iteration 52Q: 3 clusters Score -1.153859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126196 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -11538587.000000 Penalty: 3818.774170
	Iteration 53Q: 3 clusters Score -1.153859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126195 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -11538592.000000 Penalty: 3818.774170
	Iteration 54Q: 3 clusters Score -1.153859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126193 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -11538585.000000 Penalty: 3818.774170
	Iteration 55Q: 3 clusters Score -1.153858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126191 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -11538594.000000 Penalty: 3818.774170
	Iteration 56Q: 3 clusters Score -1.153859e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126192 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -11538604.000000 Penalty: 3818.774170
	Iteration 57Q: 3 clusters Score -1.15386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126189 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -11538614.000000 Penalty: 3818.774170
	Iteration 58Q: 3 clusters Score -1.153861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126186 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -11538616.000000 Penalty: 3818.774170
	Iteration 59Q: 3 clusters Score -1.153862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126189 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -11538624.000000 Penalty: 3818.774170
	Iteration 60F: 3 clusters Score -1.153862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126188 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -11538620.000000 Penalty: 3818.774170
	Iteration 61Q: 3 clusters Score -1.153862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126188 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -11538624.000000 Penalty: 3818.774170
	Iteration 62Q: 3 clusters Score -1.153862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126187 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -11538623.000000 Penalty: 3818.774170
	Iteration 63Q: 3 clusters Score -1.153862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126186 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -11538621.000000 Penalty: 3818.774170
	Iteration 64Q: 3 clusters Score -1.153862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126186 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -11538621.000000 Penalty: 3818.774170
	Iteration 65F: 3 clusters Score -1.153862e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Entering Unmasked Estep 
Score: -364118.187500 Penalty: 1362.345093
	Iteration 0F: 2 clusters Score -364118.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -360554.812500 Penalty: 2724.690186
	Iteration 0F: 3 clusters Score -360554.8 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -361646.500000 Penalty: 2724.690186
	Iteration 1F: 3 clusters Score -361646.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -361899.031250 Penalty: 2724.690186
	Iteration 2F: 3 clusters Score -361899 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -362094.375000 Penalty: 2724.690186
	Iteration 3F: 3 clusters Score -362094.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -362240.500000 Penalty: 2724.690186
	Iteration 4Q: 3 clusters Score -362240.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -362359.125000 Penalty: 2724.690186
	Iteration 5Q: 3 clusters Score -362359.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -362460.593750 Penalty: 2724.690186
	Iteration 6Q: 3 clusters Score -362460.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -362568.656250 Penalty: 2724.690186
	Iteration 7Q: 3 clusters Score -362568.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -362658.125000 Penalty: 2724.690186
	Iteration 8Q: 3 clusters Score -362658.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -362743.843750 Penalty: 2724.690186
	Iteration 9Q: 3 clusters Score -362743.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -362825.500000 Penalty: 2724.690186
	Iteration 10Q: 3 clusters Score -362825.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -362912.187500 Penalty: 2724.690186
	Iteration 11Q: 3 clusters Score -362912.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -362978.031250 Penalty: 2724.690186
	Iteration 12Q: 3 clusters Score -362978 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -363021.687500 Penalty: 2724.690186
	Iteration 13Q: 3 clusters Score -363021.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -363046.218750 Penalty: 2724.690186
	Iteration 14Q: 3 clusters Score -363046.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -363069.125000 Penalty: 2724.690186
	Iteration 15Q: 3 clusters Score -363069.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -363096.562500 Penalty: 2724.690186
	Iteration 16Q: 3 clusters Score -363096.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -363116.937500 Penalty: 2724.690186
	Iteration 17Q: 3 clusters Score -363116.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -363128.750000 Penalty: 2724.690186
	Iteration 18Q: 3 clusters Score -363128.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -363138.562500 Penalty: 2724.690186
	Iteration 19Q: 3 clusters Score -363138.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -363142.343750 Penalty: 2724.690186
	Iteration 20F: 3 clusters Score -363142.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -363147.968750 Penalty: 2724.690186
	Iteration 21Q: 3 clusters Score -363148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -363153.625000 Penalty: 2724.690186
	Iteration 22Q: 3 clusters Score -363153.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -363156.375000 Penalty: 2724.690186
	Iteration 23Q: 3 clusters Score -363156.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -363158.218750 Penalty: 2724.690186
	Iteration 24Q: 3 clusters Score -363158.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -363160.187500 Penalty: 2724.690186
	Iteration 25Q: 3 clusters Score -363160.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -363161.093750 Penalty: 2724.690186
	Iteration 26Q: 3 clusters Score -363161.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -363162.656250 Penalty: 2724.690186
	Iteration 27Q: 3 clusters Score -363162.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -363163.187500 Penalty: 2724.690186
	Iteration 28Q: 3 clusters Score -363163.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -363163.937500 Penalty: 2724.690186
	Iteration 29Q: 3 clusters Score -363163.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -363163.937500 Penalty: 2724.690186
	Iteration 30F: 3 clusters Score -363163.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Entering Unmasked Estep 
Score: -47240.214844 Penalty: 1035.941528
	Iteration 0F: 2 clusters Score -47240.21 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 285 members 
Entering Unmasked Estep 
Score: -46112.257812 Penalty: 2071.883057
	Iteration 0F: 3 clusters Score -46112.26 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -46289.730469 Penalty: 2071.883057
	Iteration 1F: 3 clusters Score -46289.73 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -46354.394531 Penalty: 2071.883057
	Iteration 2F: 3 clusters Score -46354.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -46383.535156 Penalty: 2071.883057
	Iteration 3Q: 3 clusters Score -46383.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -46436.726562 Penalty: 2071.883057
	Iteration 4Q: 3 clusters Score -46436.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46523.210938 Penalty: 2071.883057
	Iteration 5Q: 3 clusters Score -46523.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -46672.261719 Penalty: 2071.883057
	Iteration 6F: 3 clusters Score -46672.26 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -46784.414062 Penalty: 2071.883057
	Iteration 7F: 3 clusters Score -46784.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -46869.664062 Penalty: 2071.883057
	Iteration 8Q: 3 clusters Score -46869.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -46915.402344 Penalty: 2071.883057
	Iteration 9Q: 3 clusters Score -46915.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47024.457031 Penalty: 2071.883057
	Iteration 10Q: 3 clusters Score -47024.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47147.875000 Penalty: 2071.883057
	Iteration 11Q: 3 clusters Score -47147.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -47188.996094 Penalty: 2071.883057
	Iteration 12Q: 3 clusters Score -47189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -47216.960938 Penalty: 2071.883057
	Iteration 13Q: 3 clusters Score -47216.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47228.429688 Penalty: 2071.883057
	Iteration 14Q: 3 clusters Score -47228.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47232.832031 Penalty: 2071.883057
	Iteration 15Q: 3 clusters Score -47232.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47232.832031 Penalty: 2071.883057
	Iteration 16F: 3 clusters Score -47232.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Entering Unmasked Estep 
Score: -143322.281250 Penalty: 1198.885864
	Iteration 0F: 2 clusters Score -143322.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -141478.796875 Penalty: 2397.771729
	Iteration 0F: 3 clusters Score -141478.8 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -141931.265625 Penalty: 2397.771729
	Iteration 1F: 3 clusters Score -141931.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -142043.390625 Penalty: 2397.771729
	Iteration 2F: 3 clusters Score -142043.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -142119.000000 Penalty: 2397.771729
	Iteration 3Q: 3 clusters Score -142119 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -142164.859375 Penalty: 2397.771729
	Iteration 4Q: 3 clusters Score -142164.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -142195.812500 Penalty: 2397.771729
	Iteration 5Q: 3 clusters Score -142195.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -142225.953125 Penalty: 2397.771729
	Iteration 6Q: 3 clusters Score -142226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -142251.390625 Penalty: 2397.771729
	Iteration 7Q: 3 clusters Score -142251.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -142268.671875 Penalty: 2397.771729
	Iteration 8Q: 3 clusters Score -142268.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -142281.093750 Penalty: 2397.771729
	Iteration 9Q: 3 clusters Score -142281.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -142294.531250 Penalty: 2397.771729
	Iteration 10Q: 3 clusters Score -142294.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -142306.796875 Penalty: 2397.771729
	Iteration 11Q: 3 clusters Score -142306.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -142314.015625 Penalty: 2397.771729
	Iteration 12Q: 3 clusters Score -142314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -142319.593750 Penalty: 2397.771729
	Iteration 13Q: 3 clusters Score -142319.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -142321.750000 Penalty: 2397.771729
	Iteration 14Q: 3 clusters Score -142321.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -142323.671875 Penalty: 2397.771729
	Iteration 15Q: 3 clusters Score -142323.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -142325.750000 Penalty: 2397.771729
	Iteration 16Q: 3 clusters Score -142325.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -142327.859375 Penalty: 2397.771729
	Iteration 17Q: 3 clusters Score -142327.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -142327.859375 Penalty: 2397.771729
	Iteration 18F: 3 clusters Score -142327.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Entering Unmasked Estep 
Score: -289925.625000 Penalty: 1319.353882
	Iteration 0F: 2 clusters Score -289925.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -286946.750000 Penalty: 2638.707764
	Iteration 0F: 3 clusters Score -286946.8 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -287761.218750 Penalty: 2638.707764
	Iteration 1F: 3 clusters Score -287761.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -287945.812500 Penalty: 2638.707764
	Iteration 2F: 3 clusters Score -287945.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -288060.718750 Penalty: 2638.707764
	Iteration 3F: 3 clusters Score -288060.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -288152.187500 Penalty: 2638.707764
	Iteration 4Q: 3 clusters Score -288152.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -288227.875000 Penalty: 2638.707764
	Iteration 5Q: 3 clusters Score -288227.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -288296.718750 Penalty: 2638.707764
	Iteration 6Q: 3 clusters Score -288296.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -288378.156250 Penalty: 2638.707764
	Iteration 7Q: 3 clusters Score -288378.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -288443.343750 Penalty: 2638.707764
	Iteration 8Q: 3 clusters Score -288443.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -288501.281250 Penalty: 2638.707764
	Iteration 9Q: 3 clusters Score -288501.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -288562.187500 Penalty: 2638.707764
	Iteration 10Q: 3 clusters Score -288562.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -288616.343750 Penalty: 2638.707764
	Iteration 11Q: 3 clusters Score -288616.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -288653.218750 Penalty: 2638.707764
	Iteration 12Q: 3 clusters Score -288653.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -288683.156250 Penalty: 2638.707764
	Iteration 13Q: 3 clusters Score -288683.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -288698.375000 Penalty: 2638.707764
	Iteration 14Q: 3 clusters Score -288698.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -288712.156250 Penalty: 2638.707764
	Iteration 15Q: 3 clusters Score -288712.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -288728.656250 Penalty: 2638.707764
	Iteration 16Q: 3 clusters Score -288728.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -288744.812500 Penalty: 2638.707764
	Iteration 17Q: 3 clusters Score -288744.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -288768.656250 Penalty: 2638.707764
	Iteration 18Q: 3 clusters Score -288768.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -288791.062500 Penalty: 2638.707764
	Iteration 19Q: 3 clusters Score -288791.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -288812.843750 Penalty: 2638.707764
	Iteration 20F: 3 clusters Score -288812.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -288833.968750 Penalty: 2638.707764
	Iteration 21Q: 3 clusters Score -288834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -288846.750000 Penalty: 2638.707764
	Iteration 22Q: 3 clusters Score -288846.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -288857.468750 Penalty: 2638.707764
	Iteration 23Q: 3 clusters Score -288857.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -288868.031250 Penalty: 2638.707764
	Iteration 24Q: 3 clusters Score -288868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -288879.312500 Penalty: 2638.707764
	Iteration 25Q: 3 clusters Score -288879.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -288887.187500 Penalty: 2638.707764
	Iteration 26Q: 3 clusters Score -288887.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -288892.812500 Penalty: 2638.707764
	Iteration 27Q: 3 clusters Score -288892.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -288902.062500 Penalty: 2638.707764
	Iteration 28Q: 3 clusters Score -288902.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -288907.093750 Penalty: 2638.707764
	Iteration 29Q: 3 clusters Score -288907.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -288911.843750 Penalty: 2638.707764
	Iteration 30Q: 3 clusters Score -288911.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -288915.000000 Penalty: 2638.707764
	Iteration 31Q: 3 clusters Score -288915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -288917.125000 Penalty: 2638.707764
	Iteration 32Q: 3 clusters Score -288917.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -288921.156250 Penalty: 2638.707764
	Iteration 33Q: 3 clusters Score -288921.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -288924.281250 Penalty: 2638.707764
	Iteration 34Q: 3 clusters Score -288924.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -288926.437500 Penalty: 2638.707764
	Iteration 35Q: 3 clusters Score -288926.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -288928.781250 Penalty: 2638.707764
	Iteration 36Q: 3 clusters Score -288928.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -288932.718750 Penalty: 2638.707764
	Iteration 37Q: 3 clusters Score -288932.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -288935.406250 Penalty: 2638.707764
	Iteration 38Q: 3 clusters Score -288935.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -288937.562500 Penalty: 2638.707764
	Iteration 39Q: 3 clusters Score -288937.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -288939.000000 Penalty: 2638.707764
	Iteration 40F: 3 clusters Score -288939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -288939.968750 Penalty: 2638.707764
	Iteration 41Q: 3 clusters Score -288940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -288941.531250 Penalty: 2638.707764
	Iteration 42Q: 3 clusters Score -288941.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -288942.468750 Penalty: 2638.707764
	Iteration 43Q: 3 clusters Score -288942.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -288943.562500 Penalty: 2638.707764
	Iteration 44Q: 3 clusters Score -288943.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -288945.750000 Penalty: 2638.707764
	Iteration 45Q: 3 clusters Score -288945.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -288945.875000 Penalty: 2638.707764
	Iteration 46Q: 3 clusters Score -288945.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -288947.312500 Penalty: 2638.707764
	Iteration 47Q: 3 clusters Score -288947.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -288947.468750 Penalty: 2638.707764
	Iteration 48Q: 3 clusters Score -288947.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -288947.468750 Penalty: 2638.707764
	Iteration 49F: 3 clusters Score -288947.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (114597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114597 members 
Entering Unmasked Estep 
Score: -10540399.000000 Penalty: 1892.991211
	Iteration 0F: 2 clusters Score -1.05404e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57317 members 
Mstep: Class 2 contains 57280 members 
Entering Unmasked Estep 
Score: -10463348.000000 Penalty: 3785.982422
	Iteration 0F: 3 clusters Score -1.046335e+07 nChanged 55224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58971 members 
Mstep: Class 2 contains 55626 members 
Entering Unmasked Estep 
Score: -10496072.000000 Penalty: 3785.982422
	Iteration 1F: 3 clusters Score -1.049607e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60453 members 
Mstep: Class 2 contains 54144 members 
Entering Unmasked Estep 
Score: -10497495.000000 Penalty: 3785.982422
	Iteration 2Q: 3 clusters Score -1.04975e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62840 members 
Mstep: Class 2 contains 51757 members 
Entering Unmasked Estep 
Score: -10499664.000000 Penalty: 3785.982422
	Iteration 3Q: 3 clusters Score -1.049966e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66325 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -10502990.000000 Penalty: 3785.982422
	Iteration 4F: 3 clusters Score -1.050299e+07 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70804 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -10507524.000000 Penalty: 3785.982422
	Iteration 5F: 3 clusters Score -1.050752e+07 nChanged 7821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75685 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -10512233.000000 Penalty: 3785.982422
	Iteration 6F: 3 clusters Score -1.051223e+07 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80535 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -10515977.000000 Penalty: 3785.982422
	Iteration 7F: 3 clusters Score -1.051598e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85425 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -10519323.000000 Penalty: 3785.982422
	Iteration 8F: 3 clusters Score -1.051932e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90179 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -10521904.000000 Penalty: 3785.982422
	Iteration 9Q: 3 clusters Score -1.05219e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94858 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -10524763.000000 Penalty: 3785.982422
	Iteration 10Q: 3 clusters Score -1.052476e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99411 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -10527905.000000 Penalty: 3785.982422
	Iteration 11Q: 3 clusters Score -1.05279e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103601 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -10530982.000000 Penalty: 3785.982422
	Iteration 12Q: 3 clusters Score -1.053098e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106967 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -10533826.000000 Penalty: 3785.982422
	Iteration 13Q: 3 clusters Score -1.053383e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109216 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -10535720.000000 Penalty: 3785.982422
	Iteration 14Q: 3 clusters Score -1.053572e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110690 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -10536983.000000 Penalty: 3785.982422
	Iteration 15Q: 3 clusters Score -1.053698e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111571 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -10537745.000000 Penalty: 3785.982422
	Iteration 16Q: 3 clusters Score -1.053774e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112102 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -10538172.000000 Penalty: 3785.982422
	Iteration 17Q: 3 clusters Score -1.053817e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112470 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -10538443.000000 Penalty: 3785.982422
	Iteration 18Q: 3 clusters Score -1.053844e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112742 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -10538566.000000 Penalty: 3785.982422
	Iteration 19Q: 3 clusters Score -1.053857e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112943 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -10538662.000000 Penalty: 3785.982422
	Iteration 20F: 3 clusters Score -1.053866e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113104 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -10538750.000000 Penalty: 3785.982422
	Iteration 21Q: 3 clusters Score -1.053875e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113237 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -10538797.000000 Penalty: 3785.982422
	Iteration 22Q: 3 clusters Score -1.05388e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113349 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -10538852.000000 Penalty: 3785.982422
	Iteration 23Q: 3 clusters Score -1.053885e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113438 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -10538899.000000 Penalty: 3785.982422
	Iteration 24Q: 3 clusters Score -1.05389e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113499 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -10538917.000000 Penalty: 3785.982422
	Iteration 25Q: 3 clusters Score -1.053892e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113546 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -10538938.000000 Penalty: 3785.982422
	Iteration 26Q: 3 clusters Score -1.053894e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113589 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -10538941.000000 Penalty: 3785.982422
	Iteration 27Q: 3 clusters Score -1.053894e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113622 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -10538946.000000 Penalty: 3785.982422
	Iteration 28Q: 3 clusters Score -1.053895e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113649 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -10538963.000000 Penalty: 3785.982422
	Iteration 29Q: 3 clusters Score -1.053896e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113676 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -10538969.000000 Penalty: 3785.982422
	Iteration 30Q: 3 clusters Score -1.053897e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113688 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -10538965.000000 Penalty: 3785.982422
	Iteration 31Q: 3 clusters Score -1.053896e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113696 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -10538972.000000 Penalty: 3785.982422
	Iteration 32Q: 3 clusters Score -1.053897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113704 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -10538986.000000 Penalty: 3785.982422
	Iteration 33Q: 3 clusters Score -1.053899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113706 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -10538979.000000 Penalty: 3785.982422
	Iteration 34Q: 3 clusters Score -1.053898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113709 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -10538982.000000 Penalty: 3785.982422
	Iteration 35Q: 3 clusters Score -1.053898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113713 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -10538978.000000 Penalty: 3785.982422
	Iteration 36Q: 3 clusters Score -1.053898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113717 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -10538984.000000 Penalty: 3785.982422
	Iteration 37Q: 3 clusters Score -1.053898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113724 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -10538984.000000 Penalty: 3785.982422
	Iteration 38Q: 3 clusters Score -1.053898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113728 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -10538993.000000 Penalty: 3785.982422
	Iteration 39Q: 3 clusters Score -1.053899e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113737 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -10538994.000000 Penalty: 3785.982422
	Iteration 40F: 3 clusters Score -1.053899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113740 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -10538990.000000 Penalty: 3785.982422
	Iteration 41Q: 3 clusters Score -1.053899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113742 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -10538987.000000 Penalty: 3785.982422
	Iteration 42Q: 3 clusters Score -1.053899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113742 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -10538993.000000 Penalty: 3785.982422
	Iteration 43Q: 3 clusters Score -1.053899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113744 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -10539000.000000 Penalty: 3785.982422
	Iteration 44Q: 3 clusters Score -1.0539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113745 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -10539000.000000 Penalty: 3785.982422
	Iteration 45Q: 3 clusters Score -1.0539e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113745 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -10539000.000000 Penalty: 3785.982422
	Iteration 46F: 3 clusters Score -1.0539e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (78555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78555 members 
Entering Unmasked Estep 
Score: -7270200.500000 Penalty: 1831.627563
	Iteration 0F: 2 clusters Score -7270200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -7217709.000000 Penalty: 3663.255127
	Iteration 0F: 3 clusters Score -7217709 nChanged 37406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -7238820.500000 Penalty: 3663.255127
	Iteration 1F: 3 clusters Score -7238820 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -7239365.500000 Penalty: 3663.255127
	Iteration 2Q: 3 clusters Score -7239366 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -7239967.500000 Penalty: 3663.255127
	Iteration 3Q: 3 clusters Score -7239968 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 41695 members 
Entering Unmasked Estep 
Score: -7240740.000000 Penalty: 3663.255127
	Iteration 4Q: 3 clusters Score -7240740 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 43020 members 
Entering Unmasked Estep 
Score: -7241797.000000 Penalty: 3663.255127
	Iteration 5Q: 3 clusters Score -7241797 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 44865 members 
Entering Unmasked Estep 
Score: -7243420.500000 Penalty: 3663.255127
	Iteration 6Q: 3 clusters Score -7243420 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 47236 members 
Entering Unmasked Estep 
Score: -7245774.000000 Penalty: 3663.255127
	Iteration 7F: 3 clusters Score -7245774 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 49956 members 
Entering Unmasked Estep 
Score: -7249019.500000 Penalty: 3663.255127
	Iteration 8F: 3 clusters Score -7249020 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 52664 members 
Entering Unmasked Estep 
Score: -7252629.500000 Penalty: 3663.255127
	Iteration 9F: 3 clusters Score -7252630 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 54819 members 
Entering Unmasked Estep 
Score: -7255278.000000 Penalty: 3663.255127
	Iteration 10F: 3 clusters Score -7255278 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 56529 members 
Entering Unmasked Estep 
Score: -7256864.500000 Penalty: 3663.255127
	Iteration 11Q: 3 clusters Score -7256864 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 58043 members 
Entering Unmasked Estep 
Score: -7257638.500000 Penalty: 3663.255127
	Iteration 12Q: 3 clusters Score -7257638 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 59559 members 
Entering Unmasked Estep 
Score: -7258231.000000 Penalty: 3663.255127
	Iteration 13Q: 3 clusters Score -7258231 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 61056 members 
Entering Unmasked Estep 
Score: -7258780.500000 Penalty: 3663.255127
	Iteration 14Q: 3 clusters Score -7258780 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 62571 members 
Entering Unmasked Estep 
Score: -7259351.500000 Penalty: 3663.255127
	Iteration 15Q: 3 clusters Score -7259352 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 64212 members 
Entering Unmasked Estep 
Score: -7260052.500000 Penalty: 3663.255127
	Iteration 16Q: 3 clusters Score -7260052 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 65777 members 
Entering Unmasked Estep 
Score: -7260770.000000 Penalty: 3663.255127
	Iteration 17Q: 3 clusters Score -7260770 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 67341 members 
Entering Unmasked Estep 
Score: -7261532.000000 Penalty: 3663.255127
	Iteration 18Q: 3 clusters Score -7261532 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 68892 members 
Entering Unmasked Estep 
Score: -7262272.000000 Penalty: 3663.255127
	Iteration 19Q: 3 clusters Score -7262272 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 70409 members 
Entering Unmasked Estep 
Score: -7263144.500000 Penalty: 3663.255127
	Iteration 20F: 3 clusters Score -7263144 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 71850 members 
Entering Unmasked Estep 
Score: -7263947.000000 Penalty: 3663.255127
	Iteration 21Q: 3 clusters Score -7263947 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 73173 members 
Entering Unmasked Estep 
Score: -7264794.500000 Penalty: 3663.255127
	Iteration 22Q: 3 clusters Score -7264794 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 74435 members 
Entering Unmasked Estep 
Score: -7265614.500000 Penalty: 3663.255127
	Iteration 23Q: 3 clusters Score -7265614 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 75546 members 
Entering Unmasked Estep 
Score: -7266431.000000 Penalty: 3663.255127
	Iteration 24Q: 3 clusters Score -7266431 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 76463 members 
Entering Unmasked Estep 
Score: -7267108.500000 Penalty: 3663.255127
	Iteration 25Q: 3 clusters Score -7267108 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 77175 members 
Entering Unmasked Estep 
Score: -7267702.500000 Penalty: 3663.255127
	Iteration 26Q: 3 clusters Score -7267702 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 77617 members 
Entering Unmasked Estep 
Score: -7268028.500000 Penalty: 3663.255127
	Iteration 27Q: 3 clusters Score -7268028 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 77869 members 
Entering Unmasked Estep 
Score: -7268213.500000 Penalty: 3663.255127
	Iteration 28Q: 3 clusters Score -7268214 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 78013 members 
Entering Unmasked Estep 
Score: -7268331.000000 Penalty: 3663.255127
	Iteration 29Q: 3 clusters Score -7268331 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 78110 members 
Entering Unmasked Estep 
Score: -7268418.000000 Penalty: 3663.255127
	Iteration 30Q: 3 clusters Score -7268418 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 78166 members 
Entering Unmasked Estep 
Score: -7268471.500000 Penalty: 3663.255127
	Iteration 31Q: 3 clusters Score -7268472 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 78196 members 
Entering Unmasked Estep 
Score: -7268513.500000 Penalty: 3663.255127
	Iteration 32Q: 3 clusters Score -7268514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 78222 members 
Entering Unmasked Estep 
Score: -7268533.500000 Penalty: 3663.255127
	Iteration 33Q: 3 clusters Score -7268534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 78239 members 
Entering Unmasked Estep 
Score: -7268554.500000 Penalty: 3663.255127
	Iteration 34Q: 3 clusters Score -7268554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 78252 members 
Entering Unmasked Estep 
Score: -7268560.000000 Penalty: 3663.255127
	Iteration 35Q: 3 clusters Score -7268560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 78258 members 
Entering Unmasked Estep 
Score: -7268569.000000 Penalty: 3663.255127
	Iteration 36Q: 3 clusters Score -7268569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 78259 members 
Entering Unmasked Estep 
Score: -7268573.500000 Penalty: 3663.255127
	Iteration 37Q: 3 clusters Score -7268574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 78265 members 
Entering Unmasked Estep 
Score: -7268586.500000 Penalty: 3663.255127
	Iteration 38Q: 3 clusters Score -7268586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 78270 members 
Entering Unmasked Estep 
Score: -7268587.000000 Penalty: 3663.255127
	Iteration 39Q: 3 clusters Score -7268587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 78274 members 
Entering Unmasked Estep 
Score: -7268592.500000 Penalty: 3663.255127
	Iteration 40F: 3 clusters Score -7268592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 78275 members 
Entering Unmasked Estep 
Score: -7268590.000000 Penalty: 3663.255127
	Iteration 41Q: 3 clusters Score -7268590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 78276 members 
Entering Unmasked Estep 
Score: -7268593.500000 Penalty: 3663.255127
	Iteration 42Q: 3 clusters Score -7268594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 78277 members 
Entering Unmasked Estep 
Score: -7268592.500000 Penalty: 3663.255127
	Iteration 43Q: 3 clusters Score -7268592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 78281 members 
Entering Unmasked Estep 
Score: -7268597.000000 Penalty: 3663.255127
	Iteration 44Q: 3 clusters Score -7268597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 78281 members 
Entering Unmasked Estep 
Score: -7268596.500000 Penalty: 3663.255127
	Iteration 45Q: 3 clusters Score -7268596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 78281 members 
Entering Unmasked Estep 
Score: -7268596.500000 Penalty: 3663.255127
	Iteration 46F: 3 clusters Score -7268596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (124965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124965 members 
Entering Unmasked Estep 
Score: -11848482.000000 Penalty: 1907.065796
	Iteration 0F: 2 clusters Score -1.184848e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62346 members 
Mstep: Class 2 contains 62619 members 
Entering Unmasked Estep 
Score: -11764692.000000 Penalty: 3814.131592
	Iteration 0F: 3 clusters Score -1.176469e+07 nChanged 60121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59633 members 
Mstep: Class 2 contains 65332 members 
Entering Unmasked Estep 
Score: -11799416.000000 Penalty: 3814.131592
	Iteration 1F: 3 clusters Score -1.179942e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57829 members 
Mstep: Class 2 contains 67136 members 
Entering Unmasked Estep 
Score: -11800078.000000 Penalty: 3814.131592
	Iteration 2Q: 3 clusters Score -1.180008e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 69931 members 
Entering Unmasked Estep 
Score: -11801012.000000 Penalty: 3814.131592
	Iteration 3Q: 3 clusters Score -1.180101e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50697 members 
Mstep: Class 2 contains 74268 members 
Entering Unmasked Estep 
Score: -11802778.000000 Penalty: 3814.131592
	Iteration 4Q: 3 clusters Score -1.180278e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 80710 members 
Entering Unmasked Estep 
Score: -11806092.000000 Penalty: 3814.131592
	Iteration 5F: 3 clusters Score -1.180609e+07 nChanged 9351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 89851 members 
Entering Unmasked Estep 
Score: -11812647.000000 Penalty: 3814.131592
	Iteration 6F: 3 clusters Score -1.181265e+07 nChanged 11481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 101220 members 
Entering Unmasked Estep 
Score: -11822873.000000 Penalty: 3814.131592
	Iteration 7F: 3 clusters Score -1.182287e+07 nChanged 10902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 112088 members 
Entering Unmasked Estep 
Score: -11833928.000000 Penalty: 3814.131592
	Iteration 8F: 3 clusters Score -1.183393e+07 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 119538 members 
Entering Unmasked Estep 
Score: -11841340.000000 Penalty: 3814.131592
	Iteration 9F: 3 clusters Score -1.184134e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 123118 members 
Entering Unmasked Estep 
Score: -11844967.000000 Penalty: 3814.131592
	Iteration 10Q: 3 clusters Score -1.184497e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 124374 members 
Entering Unmasked Estep 
Score: -11846286.000000 Penalty: 3814.131592
	Iteration 11Q: 3 clusters Score -1.184629e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 124687 members 
Entering Unmasked Estep 
Score: -11846625.000000 Penalty: 3814.131592
	Iteration 12Q: 3 clusters Score -1.184662e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 124749 members 
Entering Unmasked Estep 
Score: -11846716.000000 Penalty: 3814.131592
	Iteration 13Q: 3 clusters Score -1.184672e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 124773 members 
Entering Unmasked Estep 
Score: -11846769.000000 Penalty: 3814.131592
	Iteration 14Q: 3 clusters Score -1.184677e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 124789 members 
Entering Unmasked Estep 
Score: -11846817.000000 Penalty: 3814.131592
	Iteration 15Q: 3 clusters Score -1.184682e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 124794 members 
Entering Unmasked Estep 
Score: -11846839.000000 Penalty: 3814.131592
	Iteration 16Q: 3 clusters Score -1.184684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 124798 members 
Entering Unmasked Estep 
Score: -11846860.000000 Penalty: 3814.131592
	Iteration 17Q: 3 clusters Score -1.184686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 124803 members 
Entering Unmasked Estep 
Score: -11846860.000000 Penalty: 3814.131592
	Iteration 18Q: 3 clusters Score -1.184686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 124806 members 
Entering Unmasked Estep 
Score: -11846870.000000 Penalty: 3814.131592
	Iteration 19Q: 3 clusters Score -1.184687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 124808 members 
Entering Unmasked Estep 
Score: -11846866.000000 Penalty: 3814.131592
	Iteration 20F: 3 clusters Score -1.184687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 124810 members 
Entering Unmasked Estep 
Score: -11846877.000000 Penalty: 3814.131592
	Iteration 21Q: 3 clusters Score -1.184688e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 124810 members 
Entering Unmasked Estep 
Score: -11846877.000000 Penalty: 3814.131592
	Iteration 22F: 3 clusters Score -1.184688e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Entering Unmasked Estep 
Score: -2951206.500000 Penalty: 1685.925781
	Iteration 0F: 2 clusters Score -2951206 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 16038 members 
Entering Unmasked Estep 
Score: -2929577.500000 Penalty: 3371.851562
	Iteration 0F: 3 clusters Score -2929578 nChanged 14885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -2938102.250000 Penalty: 3371.851562
	Iteration 1F: 3 clusters Score -2938102 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2938592.750000 Penalty: 3371.851562
	Iteration 2Q: 3 clusters Score -2938593 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2939100.750000 Penalty: 3371.851562
	Iteration 3Q: 3 clusters Score -2939101 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2939689.500000 Penalty: 3371.851562
	Iteration 4Q: 3 clusters Score -2939690 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -2940356.000000 Penalty: 3371.851562
	Iteration 5Q: 3 clusters Score -2940356 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -2941162.750000 Penalty: 3371.851562
	Iteration 6F: 3 clusters Score -2941163 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -2942121.250000 Penalty: 3371.851562
	Iteration 7F: 3 clusters Score -2942121 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -2943227.000000 Penalty: 3371.851562
	Iteration 8F: 3 clusters Score -2943227 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -2944367.000000 Penalty: 3371.851562
	Iteration 9Q: 3 clusters Score -2944367 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -2945468.250000 Penalty: 3371.851562
	Iteration 10Q: 3 clusters Score -2945468 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -2946190.000000 Penalty: 3371.851562
	Iteration 11Q: 3 clusters Score -2946190 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -2946660.750000 Penalty: 3371.851562
	Iteration 12Q: 3 clusters Score -2946661 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -2946923.250000 Penalty: 3371.851562
	Iteration 13Q: 3 clusters Score -2946923 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -2947123.500000 Penalty: 3371.851562
	Iteration 14Q: 3 clusters Score -2947124 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -2947335.750000 Penalty: 3371.851562
	Iteration 15Q: 3 clusters Score -2947336 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -2947517.750000 Penalty: 3371.851562
	Iteration 16Q: 3 clusters Score -2947518 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -2947699.500000 Penalty: 3371.851562
	Iteration 17Q: 3 clusters Score -2947700 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -2947865.750000 Penalty: 3371.851562
	Iteration 18Q: 3 clusters Score -2947866 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -2948016.000000 Penalty: 3371.851562
	Iteration 19Q: 3 clusters Score -2948016 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -2948167.750000 Penalty: 3371.851562
	Iteration 20F: 3 clusters Score -2948168 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -2948326.000000 Penalty: 3371.851562
	Iteration 21Q: 3 clusters Score -2948326 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -2948463.000000 Penalty: 3371.851562
	Iteration 22Q: 3 clusters Score -2948463 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -2948616.250000 Penalty: 3371.851562
	Iteration 23Q: 3 clusters Score -2948616 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -2948755.500000 Penalty: 3371.851562
	Iteration 24Q: 3 clusters Score -2948756 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -2948885.750000 Penalty: 3371.851562
	Iteration 25Q: 3 clusters Score -2948886 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -2948978.750000 Penalty: 3371.851562
	Iteration 26Q: 3 clusters Score -2948979 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -2949092.750000 Penalty: 3371.851562
	Iteration 27Q: 3 clusters Score -2949093 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -2949173.750000 Penalty: 3371.851562
	Iteration 28Q: 3 clusters Score -2949174 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -2949242.250000 Penalty: 3371.851562
	Iteration 29Q: 3 clusters Score -2949242 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -2949292.500000 Penalty: 3371.851562
	Iteration 30Q: 3 clusters Score -2949292 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -2949345.000000 Penalty: 3371.851562
	Iteration 31Q: 3 clusters Score -2949345 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -2949395.750000 Penalty: 3371.851562
	Iteration 32Q: 3 clusters Score -2949396 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -2949423.000000 Penalty: 3371.851562
	Iteration 33Q: 3 clusters Score -2949423 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -2949453.000000 Penalty: 3371.851562
	Iteration 34Q: 3 clusters Score -2949453 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -2949467.250000 Penalty: 3371.851562
	Iteration 35Q: 3 clusters Score -2949467 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -2949478.500000 Penalty: 3371.851562
	Iteration 36Q: 3 clusters Score -2949478 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -2949496.500000 Penalty: 3371.851562
	Iteration 37Q: 3 clusters Score -2949496 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -2949508.750000 Penalty: 3371.851562
	Iteration 38Q: 3 clusters Score -2949509 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -2949526.000000 Penalty: 3371.851562
	Iteration 39Q: 3 clusters Score -2949526 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -2949530.500000 Penalty: 3371.851562
	Iteration 40F: 3 clusters Score -2949530 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -2949539.250000 Penalty: 3371.851562
	Iteration 41Q: 3 clusters Score -2949539 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -2949545.000000 Penalty: 3371.851562
	Iteration 42Q: 3 clusters Score -2949545 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -2949551.500000 Penalty: 3371.851562
	Iteration 43Q: 3 clusters Score -2949552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -2949566.000000 Penalty: 3371.851562
	Iteration 44Q: 3 clusters Score -2949566 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -2949575.750000 Penalty: 3371.851562
	Iteration 45Q: 3 clusters Score -2949576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -2949577.750000 Penalty: 3371.851562
	Iteration 46Q: 3 clusters Score -2949578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -2949583.000000 Penalty: 3371.851562
	Iteration 47Q: 3 clusters Score -2949583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -2949585.750000 Penalty: 3371.851562
	Iteration 48Q: 3 clusters Score -2949586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -2949589.250000 Penalty: 3371.851562
	Iteration 49Q: 3 clusters Score -2949589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -2949597.750000 Penalty: 3371.851562
	Iteration 50Q: 3 clusters Score -2949598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -2949598.500000 Penalty: 3371.851562
	Iteration 51Q: 3 clusters Score -2949598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -2949600.000000 Penalty: 3371.851562
	Iteration 52Q: 3 clusters Score -2949600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -2949603.500000 Penalty: 3371.851562
	Iteration 53Q: 3 clusters Score -2949604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -2949613.500000 Penalty: 3371.851562
	Iteration 54Q: 3 clusters Score -2949614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -2949620.000000 Penalty: 3371.851562
	Iteration 55Q: 3 clusters Score -2949620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -2949627.750000 Penalty: 3371.851562
	Iteration 56Q: 3 clusters Score -2949628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -2949639.750000 Penalty: 3371.851562
	Iteration 57Q: 3 clusters Score -2949640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -2949638.250000 Penalty: 3371.851562
	Iteration 58Q: 3 clusters Score -2949638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -2949645.500000 Penalty: 3371.851562
	Iteration 59Q: 3 clusters Score -2949646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -2949644.000000 Penalty: 3371.851562
	Iteration 60F: 3 clusters Score -2949644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -2949647.500000 Penalty: 3371.851562
	Iteration 61Q: 3 clusters Score -2949648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -2949649.750000 Penalty: 3371.851562
	Iteration 62Q: 3 clusters Score -2949650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -2949652.250000 Penalty: 3371.851562
	Iteration 63Q: 3 clusters Score -2949652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -2949660.750000 Penalty: 3371.851562
	Iteration 64Q: 3 clusters Score -2949661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -2949660.500000 Penalty: 3371.851562
	Iteration 65Q: 3 clusters Score -2949660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -2949671.500000 Penalty: 3371.851562
	Iteration 66Q: 3 clusters Score -2949672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -2949677.750000 Penalty: 3371.851562
	Iteration 67Q: 3 clusters Score -2949678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -2949683.250000 Penalty: 3371.851562
	Iteration 68Q: 3 clusters Score -2949683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -2949688.750000 Penalty: 3371.851562
	Iteration 69Q: 3 clusters Score -2949689 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -2949695.500000 Penalty: 3371.851562
	Iteration 70Q: 3 clusters Score -2949696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 31146 members 
Entering Unmasked Estep 
Score: -2949704.750000 Penalty: 3371.851562
	Iteration 71Q: 3 clusters Score -2949705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -2949704.500000 Penalty: 3371.851562
	Iteration 72Q: 3 clusters Score -2949704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -2949704.250000 Penalty: 3371.851562
	Iteration 73Q: 3 clusters Score -2949704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -2949705.250000 Penalty: 3371.851562
	Iteration 74Q: 3 clusters Score -2949705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -2949701.000000 Penalty: 3371.851562
	Iteration 75Q: 3 clusters Score -2949701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -2949707.000000 Penalty: 3371.851562
	Iteration 76Q: 3 clusters Score -2949707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -2949718.000000 Penalty: 3371.851562
	Iteration 77Q: 3 clusters Score -2949718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -2949723.500000 Penalty: 3371.851562
	Iteration 78Q: 3 clusters Score -2949724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -2949725.500000 Penalty: 3371.851562
	Iteration 79Q: 3 clusters Score -2949726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -2949729.500000 Penalty: 3371.851562
	Iteration 80F: 3 clusters Score -2949730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -2949732.750000 Penalty: 3371.851562
	Iteration 81Q: 3 clusters Score -2949733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -2949735.250000 Penalty: 3371.851562
	Iteration 82Q: 3 clusters Score -2949735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -2949737.000000 Penalty: 3371.851562
	Iteration 83Q: 3 clusters Score -2949737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -2949748.500000 Penalty: 3371.851562
	Iteration 84Q: 3 clusters Score -2949748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -2949755.000000 Penalty: 3371.851562
	Iteration 85Q: 3 clusters Score -2949755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -2949761.750000 Penalty: 3371.851562
	Iteration 86Q: 3 clusters Score -2949762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -2949764.000000 Penalty: 3371.851562
	Iteration 87Q: 3 clusters Score -2949764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -2949766.250000 Penalty: 3371.851562
	Iteration 88Q: 3 clusters Score -2949766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -2949766.750000 Penalty: 3371.851562
	Iteration 89Q: 3 clusters Score -2949767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -2949764.500000 Penalty: 3371.851562
	Iteration 90Q: 3 clusters Score -2949764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -2949766.750000 Penalty: 3371.851562
	Iteration 91Q: 3 clusters Score -2949767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -2949767.500000 Penalty: 3371.851562
	Iteration 92Q: 3 clusters Score -2949768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -2949772.000000 Penalty: 3371.851562
	Iteration 93Q: 3 clusters Score -2949772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -2949773.750000 Penalty: 3371.851562
	Iteration 94Q: 3 clusters Score -2949774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -2949769.000000 Penalty: 3371.851562
	Iteration 95Q: 3 clusters Score -2949769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -2949770.750000 Penalty: 3371.851562
	Iteration 96Q: 3 clusters Score -2949771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -2949770.250000 Penalty: 3371.851562
	Iteration 97Q: 3 clusters Score -2949770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -2949771.750000 Penalty: 3371.851562
	Iteration 98Q: 3 clusters Score -2949772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -2949773.500000 Penalty: 3371.851562
	Iteration 99Q: 3 clusters Score -2949774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -2949773.500000 Penalty: 3371.851562
	Iteration 100F: 3 clusters Score -2949774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -2949779.250000 Penalty: 3371.851562
	Iteration 101Q: 3 clusters Score -2949779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -2949776.500000 Penalty: 3371.851562
	Iteration 102Q: 3 clusters Score -2949776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -2949775.250000 Penalty: 3371.851562
	Iteration 103Q: 3 clusters Score -2949775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -2949775.250000 Penalty: 3371.851562
	Iteration 104F: 3 clusters Score -2949775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Entering Unmasked Estep 
Score: -318983.562500 Penalty: 1347.090942
	Iteration 0F: 2 clusters Score -318983.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -315654.531250 Penalty: 2694.181885
	Iteration 0F: 3 clusters Score -315654.5 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -316560.875000 Penalty: 2694.181885
	Iteration 1F: 3 clusters Score -316560.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -316807.531250 Penalty: 2694.181885
	Iteration 2F: 3 clusters Score -316807.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -317110.750000 Penalty: 2694.181885
	Iteration 3F: 3 clusters Score -317110.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -317461.968750 Penalty: 2694.181885
	Iteration 4F: 3 clusters Score -317462 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -317741.687500 Penalty: 2694.181885
	Iteration 5F: 3 clusters Score -317741.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -317942.187500 Penalty: 2694.181885
	Iteration 6F: 3 clusters Score -317942.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -318096.906250 Penalty: 2694.181885
	Iteration 7Q: 3 clusters Score -318096.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -318288.156250 Penalty: 2694.181885
	Iteration 8Q: 3 clusters Score -318288.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -318467.937500 Penalty: 2694.181885
	Iteration 9Q: 3 clusters Score -318467.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -318611.187500 Penalty: 2694.181885
	Iteration 10Q: 3 clusters Score -318611.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -318698.062500 Penalty: 2694.181885
	Iteration 11Q: 3 clusters Score -318698.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -318746.468750 Penalty: 2694.181885
	Iteration 12Q: 3 clusters Score -318746.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -318773.406250 Penalty: 2694.181885
	Iteration 13Q: 3 clusters Score -318773.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -318803.437500 Penalty: 2694.181885
	Iteration 14Q: 3 clusters Score -318803.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -318825.343750 Penalty: 2694.181885
	Iteration 15Q: 3 clusters Score -318825.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -318847.031250 Penalty: 2694.181885
	Iteration 16Q: 3 clusters Score -318847 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -318864.906250 Penalty: 2694.181885
	Iteration 17Q: 3 clusters Score -318864.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -318874.156250 Penalty: 2694.181885
	Iteration 18Q: 3 clusters Score -318874.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -318878.218750 Penalty: 2694.181885
	Iteration 19Q: 3 clusters Score -318878.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -318882.093750 Penalty: 2694.181885
	Iteration 20F: 3 clusters Score -318882.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -318885.937500 Penalty: 2694.181885
	Iteration 21Q: 3 clusters Score -318885.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -318889.250000 Penalty: 2694.181885
	Iteration 22Q: 3 clusters Score -318889.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -318890.156250 Penalty: 2694.181885
	Iteration 23Q: 3 clusters Score -318890.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -318891.125000 Penalty: 2694.181885
	Iteration 24Q: 3 clusters Score -318891.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -318890.937500 Penalty: 2694.181885
	Iteration 25Q: 3 clusters Score -318890.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -318890.937500 Penalty: 2694.181885
	Iteration 26F: 3 clusters Score -318890.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Entering Unmasked Estep 
Score: -582822.062500 Penalty: 1428.121582
	Iteration 0F: 2 clusters Score -582822.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -577802.875000 Penalty: 2856.243164
	Iteration 0F: 3 clusters Score -577802.9 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -579360.312500 Penalty: 2856.243164
	Iteration 1F: 3 clusters Score -579360.3 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -579654.000000 Penalty: 2856.243164
	Iteration 2F: 3 clusters Score -579654 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -579958.875000 Penalty: 2856.243164
	Iteration 3F: 3 clusters Score -579958.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -580297.562500 Penalty: 2856.243164
	Iteration 4F: 3 clusters Score -580297.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -580650.875000 Penalty: 2856.243164
	Iteration 5F: 3 clusters Score -580650.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -581013.812500 Penalty: 2856.243164
	Iteration 6F: 3 clusters Score -581013.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -581322.250000 Penalty: 2856.243164
	Iteration 7F: 3 clusters Score -581322.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -581553.812500 Penalty: 2856.243164
	Iteration 8Q: 3 clusters Score -581553.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -581735.812500 Penalty: 2856.243164
	Iteration 9Q: 3 clusters Score -581735.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -581894.250000 Penalty: 2856.243164
	Iteration 10Q: 3 clusters Score -581894.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -582040.312500 Penalty: 2856.243164
	Iteration 11Q: 3 clusters Score -582040.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -582153.500000 Penalty: 2856.243164
	Iteration 12Q: 3 clusters Score -582153.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -582234.937500 Penalty: 2856.243164
	Iteration 13Q: 3 clusters Score -582234.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -582285.187500 Penalty: 2856.243164
	Iteration 14Q: 3 clusters Score -582285.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -582311.312500 Penalty: 2856.243164
	Iteration 15Q: 3 clusters Score -582311.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -582329.062500 Penalty: 2856.243164
	Iteration 16Q: 3 clusters Score -582329.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -582342.875000 Penalty: 2856.243164
	Iteration 17Q: 3 clusters Score -582342.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -582347.062500 Penalty: 2856.243164
	Iteration 18Q: 3 clusters Score -582347.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -582347.812500 Penalty: 2856.243164
	Iteration 19Q: 3 clusters Score -582347.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -582350.750000 Penalty: 2856.243164
	Iteration 20F: 3 clusters Score -582350.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -582352.062500 Penalty: 2856.243164
	Iteration 21Q: 3 clusters Score -582352.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -582351.875000 Penalty: 2856.243164
	Iteration 22Q: 3 clusters Score -582351.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -582351.812500 Penalty: 2856.243164
	Iteration 23Q: 3 clusters Score -582351.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -582351.812500 Penalty: 2856.243164
	Iteration 24F: 3 clusters Score -582351.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Entering Unmasked Estep 
Score: -750129.125000 Penalty: 1479.360474
	Iteration 0F: 2 clusters Score -750129.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -743556.687500 Penalty: 2958.720947
	Iteration 0F: 3 clusters Score -743556.7 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -745856.500000 Penalty: 2958.720947
	Iteration 1F: 3 clusters Score -745856.5 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -746357.562500 Penalty: 2958.720947
	Iteration 2F: 3 clusters Score -746357.6 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -746795.625000 Penalty: 2958.720947
	Iteration 3F: 3 clusters Score -746795.6 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -747183.750000 Penalty: 2958.720947
	Iteration 4F: 3 clusters Score -747183.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -747493.437500 Penalty: 2958.720947
	Iteration 5F: 3 clusters Score -747493.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -747781.312500 Penalty: 2958.720947
	Iteration 6Q: 3 clusters Score -747781.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -748025.250000 Penalty: 2958.720947
	Iteration 7Q: 3 clusters Score -748025.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -748175.000000 Penalty: 2958.720947
	Iteration 8Q: 3 clusters Score -748175 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -748267.125000 Penalty: 2958.720947
	Iteration 9Q: 3 clusters Score -748267.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -748325.062500 Penalty: 2958.720947
	Iteration 10Q: 3 clusters Score -748325.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -748364.125000 Penalty: 2958.720947
	Iteration 11Q: 3 clusters Score -748364.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -748398.625000 Penalty: 2958.720947
	Iteration 12Q: 3 clusters Score -748398.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -748422.750000 Penalty: 2958.720947
	Iteration 13Q: 3 clusters Score -748422.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -748444.125000 Penalty: 2958.720947
	Iteration 14Q: 3 clusters Score -748444.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -748466.250000 Penalty: 2958.720947
	Iteration 15Q: 3 clusters Score -748466.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -748480.250000 Penalty: 2958.720947
	Iteration 16Q: 3 clusters Score -748480.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -748498.062500 Penalty: 2958.720947
	Iteration 17Q: 3 clusters Score -748498.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -748509.125000 Penalty: 2958.720947
	Iteration 18Q: 3 clusters Score -748509.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -748520.500000 Penalty: 2958.720947
	Iteration 19Q: 3 clusters Score -748520.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -748535.000000 Penalty: 2958.720947
	Iteration 20F: 3 clusters Score -748535 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -748552.000000 Penalty: 2958.720947
	Iteration 21Q: 3 clusters Score -748552 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -748565.500000 Penalty: 2958.720947
	Iteration 22Q: 3 clusters Score -748565.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -748589.937500 Penalty: 2958.720947
	Iteration 23Q: 3 clusters Score -748589.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -748621.312500 Penalty: 2958.720947
	Iteration 24Q: 3 clusters Score -748621.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -748658.625000 Penalty: 2958.720947
	Iteration 25Q: 3 clusters Score -748658.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -748697.750000 Penalty: 2958.720947
	Iteration 26Q: 3 clusters Score -748697.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -748738.312500 Penalty: 2958.720947
	Iteration 27Q: 3 clusters Score -748738.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -748773.250000 Penalty: 2958.720947
	Iteration 28Q: 3 clusters Score -748773.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -748803.375000 Penalty: 2958.720947
	Iteration 29Q: 3 clusters Score -748803.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -748823.000000 Penalty: 2958.720947
	Iteration 30Q: 3 clusters Score -748823 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -748840.812500 Penalty: 2958.720947
	Iteration 31Q: 3 clusters Score -748840.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -748861.000000 Penalty: 2958.720947
	Iteration 32Q: 3 clusters Score -748861 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -748880.250000 Penalty: 2958.720947
	Iteration 33Q: 3 clusters Score -748880.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -748889.875000 Penalty: 2958.720947
	Iteration 34Q: 3 clusters Score -748889.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -748907.250000 Penalty: 2958.720947
	Iteration 35Q: 3 clusters Score -748907.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -748919.750000 Penalty: 2958.720947
	Iteration 36Q: 3 clusters Score -748919.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -748930.812500 Penalty: 2958.720947
	Iteration 37Q: 3 clusters Score -748930.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -748938.250000 Penalty: 2958.720947
	Iteration 38Q: 3 clusters Score -748938.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -748942.500000 Penalty: 2958.720947
	Iteration 39Q: 3 clusters Score -748942.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -748947.625000 Penalty: 2958.720947
	Iteration 40F: 3 clusters Score -748947.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -748952.812500 Penalty: 2958.720947
	Iteration 41Q: 3 clusters Score -748952.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -748955.937500 Penalty: 2958.720947
	Iteration 42Q: 3 clusters Score -748955.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -748959.625000 Penalty: 2958.720947
	Iteration 43Q: 3 clusters Score -748959.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -748961.812500 Penalty: 2958.720947
	Iteration 44Q: 3 clusters Score -748961.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -748967.750000 Penalty: 2958.720947
	Iteration 45Q: 3 clusters Score -748967.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -748970.937500 Penalty: 2958.720947
	Iteration 46Q: 3 clusters Score -748970.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -748974.062500 Penalty: 2958.720947
	Iteration 47Q: 3 clusters Score -748974.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -748974.937500 Penalty: 2958.720947
	Iteration 48Q: 3 clusters Score -748974.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -748974.937500 Penalty: 2958.720947
	Iteration 49Q: 3 clusters Score -748974.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -748973.812500 Penalty: 2958.720947
	Iteration 50Q: 3 clusters Score -748973.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -748976.875000 Penalty: 2958.720947
	Iteration 51Q: 3 clusters Score -748976.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -748976.312500 Penalty: 2958.720947
	Iteration 52Q: 3 clusters Score -748976.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -748975.437500 Penalty: 2958.720947
	Iteration 53Q: 3 clusters Score -748975.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -748978.187500 Penalty: 2958.720947
	Iteration 54Q: 3 clusters Score -748978.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -748980.937500 Penalty: 2958.720947
	Iteration 55Q: 3 clusters Score -748980.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -748984.875000 Penalty: 2958.720947
	Iteration 56Q: 3 clusters Score -748984.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -748987.312500 Penalty: 2958.720947
	Iteration 57Q: 3 clusters Score -748987.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -748990.062500 Penalty: 2958.720947
	Iteration 58Q: 3 clusters Score -748990.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -748993.937500 Penalty: 2958.720947
	Iteration 59Q: 3 clusters Score -748993.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -748998.625000 Penalty: 2958.720947
	Iteration 60F: 3 clusters Score -748998.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -749004.062500 Penalty: 2958.720947
	Iteration 61Q: 3 clusters Score -749004.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -749008.375000 Penalty: 2958.720947
	Iteration 62Q: 3 clusters Score -749008.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -749010.750000 Penalty: 2958.720947
	Iteration 63Q: 3 clusters Score -749010.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -749012.562500 Penalty: 2958.720947
	Iteration 64Q: 3 clusters Score -749012.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -749013.062500 Penalty: 2958.720947
	Iteration 65Q: 3 clusters Score -749013.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -749014.187500 Penalty: 2958.720947
	Iteration 66Q: 3 clusters Score -749014.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -749016.062500 Penalty: 2958.720947
	Iteration 67Q: 3 clusters Score -749016.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -749014.625000 Penalty: 2958.720947
	Iteration 68Q: 3 clusters Score -749014.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -749015.937500 Penalty: 2958.720947
	Iteration 69Q: 3 clusters Score -749015.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -749016.062500 Penalty: 2958.720947
	Iteration 70Q: 3 clusters Score -749016.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -749018.562500 Penalty: 2958.720947
	Iteration 71Q: 3 clusters Score -749018.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -749019.062500 Penalty: 2958.720947
	Iteration 72Q: 3 clusters Score -749019.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -749019.437500 Penalty: 2958.720947
	Iteration 73Q: 3 clusters Score -749019.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -749018.937500 Penalty: 2958.720947
	Iteration 74Q: 3 clusters Score -749018.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -749018.937500 Penalty: 2958.720947
	Iteration 75F: 3 clusters Score -749018.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (68748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68748 members 
Entering Unmasked Estep 
Score: -6351873.000000 Penalty: 1809.957886
	Iteration 0F: 2 clusters Score -6351873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -6306027.000000 Penalty: 3619.915771
	Iteration 0F: 3 clusters Score -6306027 nChanged 32438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -6324884.500000 Penalty: 3619.915771
	Iteration 1F: 3 clusters Score -6324884 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 33489 members 
Entering Unmasked Estep 
Score: -6325470.000000 Penalty: 3619.915771
	Iteration 2Q: 3 clusters Score -6325470 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -6326276.000000 Penalty: 3619.915771
	Iteration 3Q: 3 clusters Score -6326276 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -6327395.000000 Penalty: 3619.915771
	Iteration 4Q: 3 clusters Score -6327395 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -6328930.000000 Penalty: 3619.915771
	Iteration 5Q: 3 clusters Score -6328930 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -6331244.000000 Penalty: 3619.915771
	Iteration 6F: 3 clusters Score -6331244 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -6334151.500000 Penalty: 3619.915771
	Iteration 7F: 3 clusters Score -6334152 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -6337288.500000 Penalty: 3619.915771
	Iteration 8F: 3 clusters Score -6337288 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48230 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -6339682.500000 Penalty: 3619.915771
	Iteration 9F: 3 clusters Score -6339682 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49887 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -6341190.500000 Penalty: 3619.915771
	Iteration 10Q: 3 clusters Score -6341190 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51382 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -6342179.000000 Penalty: 3619.915771
	Iteration 11Q: 3 clusters Score -6342179 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52852 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -6342842.500000 Penalty: 3619.915771
	Iteration 12Q: 3 clusters Score -6342842 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54246 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -6343440.000000 Penalty: 3619.915771
	Iteration 13Q: 3 clusters Score -6343440 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -6343999.500000 Penalty: 3619.915771
	Iteration 14Q: 3 clusters Score -6344000 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56819 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -6344568.000000 Penalty: 3619.915771
	Iteration 15Q: 3 clusters Score -6344568 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58042 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -6345138.000000 Penalty: 3619.915771
	Iteration 16Q: 3 clusters Score -6345138 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -6345688.500000 Penalty: 3619.915771
	Iteration 17Q: 3 clusters Score -6345688 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60375 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -6346208.000000 Penalty: 3619.915771
	Iteration 18Q: 3 clusters Score -6346208 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61415 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -6346669.000000 Penalty: 3619.915771
	Iteration 19Q: 3 clusters Score -6346669 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62373 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -6347135.000000 Penalty: 3619.915771
	Iteration 20F: 3 clusters Score -6347135 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63317 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -6347602.500000 Penalty: 3619.915771
	Iteration 21Q: 3 clusters Score -6347602 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64118 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -6347963.000000 Penalty: 3619.915771
	Iteration 22Q: 3 clusters Score -6347963 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64855 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -6348351.500000 Penalty: 3619.915771
	Iteration 23Q: 3 clusters Score -6348352 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65503 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -6348684.000000 Penalty: 3619.915771
	Iteration 24Q: 3 clusters Score -6348684 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66053 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -6348982.500000 Penalty: 3619.915771
	Iteration 25Q: 3 clusters Score -6348982 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66490 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -6349201.000000 Penalty: 3619.915771
	Iteration 26Q: 3 clusters Score -6349201 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66842 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -6349446.500000 Penalty: 3619.915771
	Iteration 27Q: 3 clusters Score -6349446 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67142 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6349601.500000 Penalty: 3619.915771
	Iteration 28Q: 3 clusters Score -6349602 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67380 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -6349721.500000 Penalty: 3619.915771
	Iteration 29Q: 3 clusters Score -6349722 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67571 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -6349806.500000 Penalty: 3619.915771
	Iteration 30Q: 3 clusters Score -6349806 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67718 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -6349886.500000 Penalty: 3619.915771
	Iteration 31Q: 3 clusters Score -6349886 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67852 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -6349967.500000 Penalty: 3619.915771
	Iteration 32Q: 3 clusters Score -6349968 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67973 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -6350049.500000 Penalty: 3619.915771
	Iteration 33Q: 3 clusters Score -6350050 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68075 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -6350124.500000 Penalty: 3619.915771
	Iteration 34Q: 3 clusters Score -6350124 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68138 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -6350161.000000 Penalty: 3619.915771
	Iteration 35Q: 3 clusters Score -6350161 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68181 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6350198.500000 Penalty: 3619.915771
	Iteration 36Q: 3 clusters Score -6350198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68207 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -6350216.000000 Penalty: 3619.915771
	Iteration 37Q: 3 clusters Score -6350216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68229 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -6350236.500000 Penalty: 3619.915771
	Iteration 38Q: 3 clusters Score -6350236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68250 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6350250.000000 Penalty: 3619.915771
	Iteration 39Q: 3 clusters Score -6350250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68266 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -6350274.000000 Penalty: 3619.915771
	Iteration 40F: 3 clusters Score -6350274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68275 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6350278.500000 Penalty: 3619.915771
	Iteration 41Q: 3 clusters Score -6350278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68285 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -6350285.000000 Penalty: 3619.915771
	Iteration 42Q: 3 clusters Score -6350285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68291 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -6350287.000000 Penalty: 3619.915771
	Iteration 43Q: 3 clusters Score -6350287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68296 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6350294.500000 Penalty: 3619.915771
	Iteration 44Q: 3 clusters Score -6350294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68300 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6350300.000000 Penalty: 3619.915771
	Iteration 45Q: 3 clusters Score -6350300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68306 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -6350286.500000 Penalty: 3619.915771
	Iteration 46Q: 3 clusters Score -6350286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68307 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -6350286.000000 Penalty: 3619.915771
	Iteration 47Q: 3 clusters Score -6350286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68308 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6350291.500000 Penalty: 3619.915771
	Iteration 48Q: 3 clusters Score -6350292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68311 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6350293.500000 Penalty: 3619.915771
	Iteration 49Q: 3 clusters Score -6350294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68314 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -6350295.500000 Penalty: 3619.915771
	Iteration 50Q: 3 clusters Score -6350296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68314 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -6350295.500000 Penalty: 3619.915771
	Iteration 51F: 3 clusters Score -6350296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Entering Unmasked Estep 
Score: -249404.031250 Penalty: 1292.699585
	Iteration 0F: 2 clusters Score -249404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -246804.781250 Penalty: 2585.399170
	Iteration 0F: 3 clusters Score -246804.8 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -247468.828125 Penalty: 2585.399170
	Iteration 1F: 3 clusters Score -247468.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -247658.171875 Penalty: 2585.399170
	Iteration 2F: 3 clusters Score -247658.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -247810.703125 Penalty: 2585.399170
	Iteration 3F: 3 clusters Score -247810.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -247926.562500 Penalty: 2585.399170
	Iteration 4F: 3 clusters Score -247926.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -248018.593750 Penalty: 2585.399170
	Iteration 5Q: 3 clusters Score -248018.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -248088.328125 Penalty: 2585.399170
	Iteration 6Q: 3 clusters Score -248088.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -248143.203125 Penalty: 2585.399170
	Iteration 7Q: 3 clusters Score -248143.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -248185.875000 Penalty: 2585.399170
	Iteration 8Q: 3 clusters Score -248185.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -248217.328125 Penalty: 2585.399170
	Iteration 9Q: 3 clusters Score -248217.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -248240.671875 Penalty: 2585.399170
	Iteration 10Q: 3 clusters Score -248240.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -248256.015625 Penalty: 2585.399170
	Iteration 11Q: 3 clusters Score -248256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -248269.343750 Penalty: 2585.399170
	Iteration 12Q: 3 clusters Score -248269.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -248280.750000 Penalty: 2585.399170
	Iteration 13Q: 3 clusters Score -248280.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -248287.875000 Penalty: 2585.399170
	Iteration 14Q: 3 clusters Score -248287.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -248290.828125 Penalty: 2585.399170
	Iteration 15Q: 3 clusters Score -248290.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -248293.921875 Penalty: 2585.399170
	Iteration 16Q: 3 clusters Score -248293.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -248295.906250 Penalty: 2585.399170
	Iteration 17Q: 3 clusters Score -248295.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -248297.468750 Penalty: 2585.399170
	Iteration 18Q: 3 clusters Score -248297.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -248300.484375 Penalty: 2585.399170
	Iteration 19Q: 3 clusters Score -248300.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -248303.468750 Penalty: 2585.399170
	Iteration 20F: 3 clusters Score -248303.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -248306.406250 Penalty: 2585.399170
	Iteration 21Q: 3 clusters Score -248306.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -248309.859375 Penalty: 2585.399170
	Iteration 22Q: 3 clusters Score -248309.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -248314.187500 Penalty: 2585.399170
	Iteration 23Q: 3 clusters Score -248314.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -248317.937500 Penalty: 2585.399170
	Iteration 24Q: 3 clusters Score -248317.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -248319.484375 Penalty: 2585.399170
	Iteration 25Q: 3 clusters Score -248319.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -248320.921875 Penalty: 2585.399170
	Iteration 26Q: 3 clusters Score -248320.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -248322.656250 Penalty: 2585.399170
	Iteration 27Q: 3 clusters Score -248322.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -248323.375000 Penalty: 2585.399170
	Iteration 28Q: 3 clusters Score -248323.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -248323.531250 Penalty: 2585.399170
	Iteration 29Q: 3 clusters Score -248323.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -248325.953125 Penalty: 2585.399170
	Iteration 30Q: 3 clusters Score -248326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -248328.062500 Penalty: 2585.399170
	Iteration 31Q: 3 clusters Score -248328.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -248328.546875 Penalty: 2585.399170
	Iteration 32Q: 3 clusters Score -248328.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -248329.421875 Penalty: 2585.399170
	Iteration 33Q: 3 clusters Score -248329.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -248330.203125 Penalty: 2585.399170
	Iteration 34Q: 3 clusters Score -248330.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -248330.812500 Penalty: 2585.399170
	Iteration 35Q: 3 clusters Score -248330.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -248331.656250 Penalty: 2585.399170
	Iteration 36Q: 3 clusters Score -248331.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -248333.609375 Penalty: 2585.399170
	Iteration 37Q: 3 clusters Score -248333.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -248334.203125 Penalty: 2585.399170
	Iteration 38Q: 3 clusters Score -248334.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -248335.281250 Penalty: 2585.399170
	Iteration 39Q: 3 clusters Score -248335.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -248335.734375 Penalty: 2585.399170
	Iteration 40F: 3 clusters Score -248335.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -248336.031250 Penalty: 2585.399170
	Iteration 41Q: 3 clusters Score -248336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -248336.671875 Penalty: 2585.399170
	Iteration 42Q: 3 clusters Score -248336.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -248337.046875 Penalty: 2585.399170
	Iteration 43Q: 3 clusters Score -248337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -248337.437500 Penalty: 2585.399170
	Iteration 44Q: 3 clusters Score -248337.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -248337.750000 Penalty: 2585.399170
	Iteration 45Q: 3 clusters Score -248337.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -248338.250000 Penalty: 2585.399170
	Iteration 46Q: 3 clusters Score -248338.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -248338.250000 Penalty: 2585.399170
	Iteration 47F: 3 clusters Score -248338.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -45986.089844 Penalty: 1024.175537
	Iteration 0F: 2 clusters Score -45986.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44858.453125 Penalty: 2048.351074
	Iteration 0F: 3 clusters Score -44858.45 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45020.324219 Penalty: 2048.351074
	Iteration 1F: 3 clusters Score -45020.32 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -45066.578125 Penalty: 2048.351074
	Iteration 2F: 3 clusters Score -45066.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -45099.371094 Penalty: 2048.351074
	Iteration 3Q: 3 clusters Score -45099.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -45116.601562 Penalty: 2048.351074
	Iteration 4Q: 3 clusters Score -45116.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -45119.585938 Penalty: 2048.351074
	Iteration 5Q: 3 clusters Score -45119.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -45124.796875 Penalty: 2048.351074
	Iteration 6Q: 3 clusters Score -45124.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45131.078125 Penalty: 2048.351074
	Iteration 7Q: 3 clusters Score -45131.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -45135.804688 Penalty: 2048.351074
	Iteration 8Q: 3 clusters Score -45135.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -45139.273438 Penalty: 2048.351074
	Iteration 9Q: 3 clusters Score -45139.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -45145.636719 Penalty: 2048.351074
	Iteration 10Q: 3 clusters Score -45145.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -45150.308594 Penalty: 2048.351074
	Iteration 11Q: 3 clusters Score -45150.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -45152.761719 Penalty: 2048.351074
	Iteration 12Q: 3 clusters Score -45152.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -45155.589844 Penalty: 2048.351074
	Iteration 13Q: 3 clusters Score -45155.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -45155.589844 Penalty: 2048.351074
	Iteration 14F: 3 clusters Score -45155.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (39103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Entering Unmasked Estep 
Score: -3633423.250000 Penalty: 1718.267578
	Iteration 0F: 2 clusters Score -3633423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -3607338.000000 Penalty: 3436.535156
	Iteration 0F: 3 clusters Score -3607338 nChanged 18104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -3617313.500000 Penalty: 3436.535156
	Iteration 1F: 3 clusters Score -3617314 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -3617765.250000 Penalty: 3436.535156
	Iteration 2Q: 3 clusters Score -3617765 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -3618326.000000 Penalty: 3436.535156
	Iteration 3Q: 3 clusters Score -3618326 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -3619108.000000 Penalty: 3436.535156
	Iteration 4Q: 3 clusters Score -3619108 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -3620423.250000 Penalty: 3436.535156
	Iteration 5F: 3 clusters Score -3620423 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -3622466.250000 Penalty: 3436.535156
	Iteration 6F: 3 clusters Score -3622466 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -3625263.250000 Penalty: 3436.535156
	Iteration 7F: 3 clusters Score -3625263 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -3628025.000000 Penalty: 3436.535156
	Iteration 8F: 3 clusters Score -3628025 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3629926.000000 Penalty: 3436.535156
	Iteration 9F: 3 clusters Score -3629926 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3631010.000000 Penalty: 3436.535156
	Iteration 10Q: 3 clusters Score -3631010 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3631479.750000 Penalty: 3436.535156
	Iteration 11Q: 3 clusters Score -3631480 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3631678.500000 Penalty: 3436.535156
	Iteration 12Q: 3 clusters Score -3631678 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3631796.000000 Penalty: 3436.535156
	Iteration 13Q: 3 clusters Score -3631796 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3631859.500000 Penalty: 3436.535156
	Iteration 14Q: 3 clusters Score -3631860 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3631889.250000 Penalty: 3436.535156
	Iteration 15Q: 3 clusters Score -3631889 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3631920.000000 Penalty: 3436.535156
	Iteration 16Q: 3 clusters Score -3631920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3631934.250000 Penalty: 3436.535156
	Iteration 17Q: 3 clusters Score -3631934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3631947.250000 Penalty: 3436.535156
	Iteration 18Q: 3 clusters Score -3631947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3631960.750000 Penalty: 3436.535156
	Iteration 19Q: 3 clusters Score -3631961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -3631970.500000 Penalty: 3436.535156
	Iteration 20F: 3 clusters Score -3631970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -3631972.000000 Penalty: 3436.535156
	Iteration 21Q: 3 clusters Score -3631972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -3631982.500000 Penalty: 3436.535156
	Iteration 22Q: 3 clusters Score -3631982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -3631987.000000 Penalty: 3436.535156
	Iteration 23Q: 3 clusters Score -3631987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3631985.500000 Penalty: 3436.535156
	Iteration 24Q: 3 clusters Score -3631986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3631988.750000 Penalty: 3436.535156
	Iteration 25Q: 3 clusters Score -3631989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3631990.000000 Penalty: 3436.535156
	Iteration 26Q: 3 clusters Score -3631990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3631990.000000 Penalty: 3436.535156
	Iteration 27F: 3 clusters Score -3631990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Entering Unmasked Estep 
Score: -74427.742188 Penalty: 1127.155640
	Iteration 0F: 2 clusters Score -74427.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -72950.281250 Penalty: 2254.311279
	Iteration 0F: 3 clusters Score -72950.28 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -73315.234375 Penalty: 2254.311279
	Iteration 1F: 3 clusters Score -73315.23 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -73444.984375 Penalty: 2254.311279
	Iteration 2F: 3 clusters Score -73444.98 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -73557.687500 Penalty: 2254.311279
	Iteration 3F: 3 clusters Score -73557.69 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -73679.414062 Penalty: 2254.311279
	Iteration 4F: 3 clusters Score -73679.41 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -73761.484375 Penalty: 2254.311279
	Iteration 5Q: 3 clusters Score -73761.48 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -73828.007812 Penalty: 2254.311279
	Iteration 6Q: 3 clusters Score -73828.01 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -73882.351562 Penalty: 2254.311279
	Iteration 7Q: 3 clusters Score -73882.35 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -73934.234375 Penalty: 2254.311279
	Iteration 8Q: 3 clusters Score -73934.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -73971.226562 Penalty: 2254.311279
	Iteration 9Q: 3 clusters Score -73971.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -74007.015625 Penalty: 2254.311279
	Iteration 10Q: 3 clusters Score -74007.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -74032.171875 Penalty: 2254.311279
	Iteration 11Q: 3 clusters Score -74032.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -74054.640625 Penalty: 2254.311279
	Iteration 12Q: 3 clusters Score -74054.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -74079.757812 Penalty: 2254.311279
	Iteration 13Q: 3 clusters Score -74079.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -74097.312500 Penalty: 2254.311279
	Iteration 14Q: 3 clusters Score -74097.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -74107.726562 Penalty: 2254.311279
	Iteration 15Q: 3 clusters Score -74107.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -74111.148438 Penalty: 2254.311279
	Iteration 16Q: 3 clusters Score -74111.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -74115.312500 Penalty: 2254.311279
	Iteration 17Q: 3 clusters Score -74115.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -74118.234375 Penalty: 2254.311279
	Iteration 18Q: 3 clusters Score -74118.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -74118.968750 Penalty: 2254.311279
	Iteration 19Q: 3 clusters Score -74118.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -74118.968750 Penalty: 2254.311279
	Iteration 20F: 3 clusters Score -74118.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Entering Unmasked Estep 
Score: -284290.093750 Penalty: 1312.534790
	Iteration 0F: 2 clusters Score -284290.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -281476.125000 Penalty: 2625.069580
	Iteration 0F: 3 clusters Score -281476.1 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -282191.218750 Penalty: 2625.069580
	Iteration 1F: 3 clusters Score -282191.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -282404.000000 Penalty: 2625.069580
	Iteration 2F: 3 clusters Score -282404 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -282656.968750 Penalty: 2625.069580
	Iteration 3F: 3 clusters Score -282657 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -282905.250000 Penalty: 2625.069580
	Iteration 4F: 3 clusters Score -282905.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -283169.906250 Penalty: 2625.069580
	Iteration 5F: 3 clusters Score -283169.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -283490.656250 Penalty: 2625.069580
	Iteration 6F: 3 clusters Score -283490.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -283806.406250 Penalty: 2625.069580
	Iteration 7F: 3 clusters Score -283806.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -284099.000000 Penalty: 2625.069580
	Iteration 8F: 3 clusters Score -284099 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -284311.968750 Penalty: 2625.069580
	Iteration 9Q: 3 clusters Score -284312 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -284603.625000 Penalty: 2625.069580
	Iteration 10Q: 3 clusters Score -284603.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -284953.218750 Penalty: 2625.069580
	Iteration 11Q: 3 clusters Score -284953.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -285027.968750 Penalty: 2625.069580
	Iteration 12Q: 3 clusters Score -285028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -285045.593750 Penalty: 2625.069580
	Iteration 13Q: 3 clusters Score -285045.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -285048.781250 Penalty: 2625.069580
	Iteration 14Q: 3 clusters Score -285048.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -285050.781250 Penalty: 2625.069580
	Iteration 15Q: 3 clusters Score -285050.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -285052.062500 Penalty: 2625.069580
	Iteration 16Q: 3 clusters Score -285052.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -285053.937500 Penalty: 2625.069580
	Iteration 17Q: 3 clusters Score -285053.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -285055.750000 Penalty: 2625.069580
	Iteration 18Q: 3 clusters Score -285055.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -285058.031250 Penalty: 2625.069580
	Iteration 19Q: 3 clusters Score -285058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -285059.593750 Penalty: 2625.069580
	Iteration 20F: 3 clusters Score -285059.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -285060.031250 Penalty: 2625.069580
	Iteration 21Q: 3 clusters Score -285060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -285060.062500 Penalty: 2625.069580
	Iteration 22Q: 3 clusters Score -285060.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -285059.781250 Penalty: 2625.069580
	Iteration 23Q: 3 clusters Score -285059.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -285059.781250 Penalty: 2625.069580
	Iteration 24F: 3 clusters Score -285059.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7389 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 13301 members 
Mstep: Class 5 contains 22524 members 
Mstep: Class 6 contains 8294 members 
Mstep: Class 7 contains 14890 members 
Mstep: Class 8 contains 10853 members 
Mstep: Class 9 contains 6672 members 
Mstep: Class 10 contains 126763 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114597 members 
Mstep: Class 16 contains 78555 members 
Mstep: Class 17 contains 124965 members 
Mstep: Class 18 contains 32046 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 21 contains 8989 members 
Mstep: Class 22 contains 68748 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39103 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 1269 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27901 members 
Mstep: Class 30 contains 59825 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8040 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8903 members 
Mstep: Class 39 contains 4286 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13669 members 
Mstep: Class 42 contains 6980 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4122 members 
Mstep: Class 45 contains 13307 members 
Mstep: Class 46 contains 1951 members 
Entering Unmasked Estep 
Score: -84457656.000000 Penalty: 102952.773438
Splitting cluster 27 changes total score from -84457824.000000 to -84457656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (1679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Entering Unmasked Estep 
Score: -144877.546875 Penalty: 1206.717529
	Iteration 0F: 2 clusters Score -144877.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -142981.703125 Penalty: 2413.435059
	Iteration 0F: 3 clusters Score -142981.7 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -143370.296875 Penalty: 2413.435059
	Iteration 1F: 3 clusters Score -143370.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -143473.218750 Penalty: 2413.435059
	Iteration 2F: 3 clusters Score -143473.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -143524.203125 Penalty: 2413.435059
	Iteration 3Q: 3 clusters Score -143524.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -143569.625000 Penalty: 2413.435059
	Iteration 4Q: 3 clusters Score -143569.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -143621.687500 Penalty: 2413.435059
	Iteration 5Q: 3 clusters Score -143621.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -143684.093750 Penalty: 2413.435059
	Iteration 6Q: 3 clusters Score -143684.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -143758.953125 Penalty: 2413.435059
	Iteration 7Q: 3 clusters Score -143759 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -143852.765625 Penalty: 2413.435059
	Iteration 8Q: 3 clusters Score -143852.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -143954.125000 Penalty: 2413.435059
	Iteration 9Q: 3 clusters Score -143954.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -144083.937500 Penalty: 2413.435059
	Iteration 10Q: 3 clusters Score -144083.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -144273.156250 Penalty: 2413.435059
	Iteration 11Q: 3 clusters Score -144273.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -144492.906250 Penalty: 2413.435059
	Iteration 12F: 3 clusters Score -144492.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -144647.890625 Penalty: 2413.435059
	Iteration 13F: 3 clusters Score -144647.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -144755.406250 Penalty: 2413.435059
	Iteration 14Q: 3 clusters Score -144755.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -144857.515625 Penalty: 2413.435059
	Iteration 15Q: 3 clusters Score -144857.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -144929.656250 Penalty: 2413.435059
	Iteration 16Q: 3 clusters Score -144929.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -144965.953125 Penalty: 2413.435059
	Iteration 17Q: 3 clusters Score -144966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -144984.921875 Penalty: 2413.435059
	Iteration 18Q: 3 clusters Score -144984.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -145004.578125 Penalty: 2413.435059
	Iteration 19Q: 3 clusters Score -145004.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -145015.875000 Penalty: 2413.435059
	Iteration 20F: 3 clusters Score -145015.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -145022.421875 Penalty: 2413.435059
	Iteration 21Q: 3 clusters Score -145022.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -145030.640625 Penalty: 2413.435059
	Iteration 22Q: 3 clusters Score -145030.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -145040.765625 Penalty: 2413.435059
	Iteration 23Q: 3 clusters Score -145040.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -145053.718750 Penalty: 2413.435059
	Iteration 24Q: 3 clusters Score -145053.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -145057.421875 Penalty: 2413.435059
	Iteration 25Q: 3 clusters Score -145057.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -145062.015625 Penalty: 2413.435059
	Iteration 26Q: 3 clusters Score -145062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -145064.734375 Penalty: 2413.435059
	Iteration 27Q: 3 clusters Score -145064.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -145066.265625 Penalty: 2413.435059
	Iteration 28Q: 3 clusters Score -145066.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -145066.796875 Penalty: 2413.435059
	Iteration 29Q: 3 clusters Score -145066.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -145067.125000 Penalty: 2413.435059
	Iteration 30Q: 3 clusters Score -145067.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -145067.125000 Penalty: 2413.435059
	Iteration 31F: 3 clusters Score -145067.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7389 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 13301 members 
Mstep: Class 5 contains 22524 members 
Mstep: Class 6 contains 8294 members 
Mstep: Class 7 contains 14890 members 
Mstep: Class 8 contains 10853 members 
Mstep: Class 9 contains 6672 members 
Mstep: Class 10 contains 126763 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114597 members 
Mstep: Class 16 contains 78555 members 
Mstep: Class 17 contains 124965 members 
Mstep: Class 18 contains 32046 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 21 contains 8989 members 
Mstep: Class 22 contains 68748 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39103 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3220 members 
Mstep: Class 28 contains 954 members 
Mstep: Class 29 contains 27901 members 
Mstep: Class 30 contains 59825 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8040 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8903 members 
Mstep: Class 39 contains 4286 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13669 members 
Mstep: Class 42 contains 6980 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4122 members 
Mstep: Class 45 contains 13307 members 
Mstep: Class 46 contains 725 members 
Entering Unmasked Estep 
Score: -84456992.000000 Penalty: 102952.773438
Splitting cluster 28 changes total score from -84457824.000000 to -84456992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (27901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Entering Unmasked Estep 
Score: -2307971.750000 Penalty: 1663.417847
	Iteration 0F: 2 clusters Score -2307972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2289040.500000 Penalty: 3326.835693
	Iteration 0F: 3 clusters Score -2289040 nChanged 12817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -2296127.500000 Penalty: 3326.835693
	Iteration 1F: 3 clusters Score -2296128 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -2296868.250000 Penalty: 3326.835693
	Iteration 2F: 3 clusters Score -2296868 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -2297784.750000 Penalty: 3326.835693
	Iteration 3F: 3 clusters Score -2297785 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2298699.750000 Penalty: 3326.835693
	Iteration 4F: 3 clusters Score -2298700 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -2299533.750000 Penalty: 3326.835693
	Iteration 5F: 3 clusters Score -2299534 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -2300289.000000 Penalty: 3326.835693
	Iteration 6F: 3 clusters Score -2300289 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -2300896.250000 Penalty: 3326.835693
	Iteration 7Q: 3 clusters Score -2300896 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -2301390.000000 Penalty: 3326.835693
	Iteration 8Q: 3 clusters Score -2301390 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2301848.250000 Penalty: 3326.835693
	Iteration 9Q: 3 clusters Score -2301848 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2302248.000000 Penalty: 3326.835693
	Iteration 10Q: 3 clusters Score -2302248 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -2302640.500000 Penalty: 3326.835693
	Iteration 11Q: 3 clusters Score -2302640 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -2302963.750000 Penalty: 3326.835693
	Iteration 12Q: 3 clusters Score -2302964 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -2303232.250000 Penalty: 3326.835693
	Iteration 13Q: 3 clusters Score -2303232 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2303473.500000 Penalty: 3326.835693
	Iteration 14Q: 3 clusters Score -2303474 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -2303673.500000 Penalty: 3326.835693
	Iteration 15Q: 3 clusters Score -2303674 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -2303838.500000 Penalty: 3326.835693
	Iteration 16Q: 3 clusters Score -2303838 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2303959.000000 Penalty: 3326.835693
	Iteration 17Q: 3 clusters Score -2303959 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -2304033.500000 Penalty: 3326.835693
	Iteration 18Q: 3 clusters Score -2304034 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -2304082.000000 Penalty: 3326.835693
	Iteration 19Q: 3 clusters Score -2304082 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -2304120.250000 Penalty: 3326.835693
	Iteration 20F: 3 clusters Score -2304120 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -2304170.250000 Penalty: 3326.835693
	Iteration 21Q: 3 clusters Score -2304170 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -2304191.500000 Penalty: 3326.835693
	Iteration 22Q: 3 clusters Score -2304192 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -2304223.750000 Penalty: 3326.835693
	Iteration 23Q: 3 clusters Score -2304224 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -2304251.500000 Penalty: 3326.835693
	Iteration 24Q: 3 clusters Score -2304252 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -2304267.000000 Penalty: 3326.835693
	Iteration 25Q: 3 clusters Score -2304267 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -2304302.500000 Penalty: 3326.835693
	Iteration 26Q: 3 clusters Score -2304302 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -2304331.750000 Penalty: 3326.835693
	Iteration 27Q: 3 clusters Score -2304332 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -2304355.500000 Penalty: 3326.835693
	Iteration 28Q: 3 clusters Score -2304356 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -2304391.750000 Penalty: 3326.835693
	Iteration 29Q: 3 clusters Score -2304392 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -2304433.500000 Penalty: 3326.835693
	Iteration 30Q: 3 clusters Score -2304434 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -2304458.750000 Penalty: 3326.835693
	Iteration 31Q: 3 clusters Score -2304459 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -2304488.250000 Penalty: 3326.835693
	Iteration 32Q: 3 clusters Score -2304488 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -2304522.500000 Penalty: 3326.835693
	Iteration 33Q: 3 clusters Score -2304522 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -2304568.000000 Penalty: 3326.835693
	Iteration 34Q: 3 clusters Score -2304568 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -2304633.000000 Penalty: 3326.835693
	Iteration 35Q: 3 clusters Score -2304633 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -2304697.500000 Penalty: 3326.835693
	Iteration 36Q: 3 clusters Score -2304698 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -2304744.000000 Penalty: 3326.835693
	Iteration 37Q: 3 clusters Score -2304744 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -2304809.750000 Penalty: 3326.835693
	Iteration 38Q: 3 clusters Score -2304810 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -2304866.500000 Penalty: 3326.835693
	Iteration 39Q: 3 clusters Score -2304866 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -2304953.750000 Penalty: 3326.835693
	Iteration 40F: 3 clusters Score -2304954 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -2305044.000000 Penalty: 3326.835693
	Iteration 41Q: 3 clusters Score -2305044 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -2305128.500000 Penalty: 3326.835693
	Iteration 42Q: 3 clusters Score -2305128 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -2305234.250000 Penalty: 3326.835693
	Iteration 43Q: 3 clusters Score -2305234 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -2305336.000000 Penalty: 3326.835693
	Iteration 44Q: 3 clusters Score -2305336 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -2305455.000000 Penalty: 3326.835693
	Iteration 45Q: 3 clusters Score -2305455 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -2305594.750000 Penalty: 3326.835693
	Iteration 46Q: 3 clusters Score -2305595 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -2305774.500000 Penalty: 3326.835693
	Iteration 47Q: 3 clusters Score -2305774 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -2305943.250000 Penalty: 3326.835693
	Iteration 48Q: 3 clusters Score -2305943 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -2306130.750000 Penalty: 3326.835693
	Iteration 49Q: 3 clusters Score -2306131 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -2306285.250000 Penalty: 3326.835693
	Iteration 50Q: 3 clusters Score -2306285 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -2306420.750000 Penalty: 3326.835693
	Iteration 51Q: 3 clusters Score -2306421 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -2306531.250000 Penalty: 3326.835693
	Iteration 52Q: 3 clusters Score -2306531 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -2306628.750000 Penalty: 3326.835693
	Iteration 53Q: 3 clusters Score -2306629 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -2306728.500000 Penalty: 3326.835693
	Iteration 54Q: 3 clusters Score -2306728 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -2306807.500000 Penalty: 3326.835693
	Iteration 55Q: 3 clusters Score -2306808 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -2306880.500000 Penalty: 3326.835693
	Iteration 56Q: 3 clusters Score -2306880 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -2306925.250000 Penalty: 3326.835693
	Iteration 57Q: 3 clusters Score -2306925 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -2306970.750000 Penalty: 3326.835693
	Iteration 58Q: 3 clusters Score -2306971 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -2307003.000000 Penalty: 3326.835693
	Iteration 59Q: 3 clusters Score -2307003 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -2307033.500000 Penalty: 3326.835693
	Iteration 60F: 3 clusters Score -2307034 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -2307046.500000 Penalty: 3326.835693
	Iteration 61Q: 3 clusters Score -2307046 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -2307056.000000 Penalty: 3326.835693
	Iteration 62Q: 3 clusters Score -2307056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -2307065.500000 Penalty: 3326.835693
	Iteration 63Q: 3 clusters Score -2307066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -2307070.750000 Penalty: 3326.835693
	Iteration 64Q: 3 clusters Score -2307071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -2307075.750000 Penalty: 3326.835693
	Iteration 65Q: 3 clusters Score -2307076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -2307078.250000 Penalty: 3326.835693
	Iteration 66Q: 3 clusters Score -2307078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -2307086.750000 Penalty: 3326.835693
	Iteration 67Q: 3 clusters Score -2307087 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -2307092.750000 Penalty: 3326.835693
	Iteration 68Q: 3 clusters Score -2307093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -2307093.000000 Penalty: 3326.835693
	Iteration 69Q: 3 clusters Score -2307093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -2307098.500000 Penalty: 3326.835693
	Iteration 70Q: 3 clusters Score -2307098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -2307101.750000 Penalty: 3326.835693
	Iteration 71Q: 3 clusters Score -2307102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -2307098.750000 Penalty: 3326.835693
	Iteration 72Q: 3 clusters Score -2307099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -2307103.750000 Penalty: 3326.835693
	Iteration 73Q: 3 clusters Score -2307104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -2307105.000000 Penalty: 3326.835693
	Iteration 74Q: 3 clusters Score -2307105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -2307108.750000 Penalty: 3326.835693
	Iteration 75Q: 3 clusters Score -2307109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -2307113.000000 Penalty: 3326.835693
	Iteration 76Q: 3 clusters Score -2307113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -2307117.500000 Penalty: 3326.835693
	Iteration 77Q: 3 clusters Score -2307118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -2307119.500000 Penalty: 3326.835693
	Iteration 78Q: 3 clusters Score -2307120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -2307121.500000 Penalty: 3326.835693
	Iteration 79Q: 3 clusters Score -2307122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -2307124.250000 Penalty: 3326.835693
	Iteration 80F: 3 clusters Score -2307124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -2307122.000000 Penalty: 3326.835693
	Iteration 81Q: 3 clusters Score -2307122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -2307124.250000 Penalty: 3326.835693
	Iteration 82Q: 3 clusters Score -2307124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -2307129.250000 Penalty: 3326.835693
	Iteration 83Q: 3 clusters Score -2307129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -2307133.250000 Penalty: 3326.835693
	Iteration 84Q: 3 clusters Score -2307133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -2307137.000000 Penalty: 3326.835693
	Iteration 85Q: 3 clusters Score -2307137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -2307141.750000 Penalty: 3326.835693
	Iteration 86Q: 3 clusters Score -2307142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -2307144.000000 Penalty: 3326.835693
	Iteration 87Q: 3 clusters Score -2307144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -2307144.000000 Penalty: 3326.835693
	Iteration 88Q: 3 clusters Score -2307144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -2307144.250000 Penalty: 3326.835693
	Iteration 89Q: 3 clusters Score -2307144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -2307149.250000 Penalty: 3326.835693
	Iteration 90Q: 3 clusters Score -2307149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -2307151.750000 Penalty: 3326.835693
	Iteration 91Q: 3 clusters Score -2307152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -2307150.750000 Penalty: 3326.835693
	Iteration 92Q: 3 clusters Score -2307151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -2307150.750000 Penalty: 3326.835693
	Iteration 93F: 3 clusters Score -2307151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (59825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59825 members 
Entering Unmasked Estep 
Score: -5494840.000000 Penalty: 1787.366577
	Iteration 0F: 2 clusters Score -5494840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -5454899.000000 Penalty: 3574.733154
	Iteration 0F: 3 clusters Score -5454899 nChanged 28239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -5470817.000000 Penalty: 3574.733154
	Iteration 1F: 3 clusters Score -5470817 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -5471305.500000 Penalty: 3574.733154
	Iteration 2Q: 3 clusters Score -5471306 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -5471844.500000 Penalty: 3574.733154
	Iteration 3Q: 3 clusters Score -5471844 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -5472510.500000 Penalty: 3574.733154
	Iteration 4Q: 3 clusters Score -5472510 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -5473518.500000 Penalty: 3574.733154
	Iteration 5Q: 3 clusters Score -5473518 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -5475330.000000 Penalty: 3574.733154
	Iteration 6F: 3 clusters Score -5475330 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -5478594.000000 Penalty: 3574.733154
	Iteration 7F: 3 clusters Score -5478594 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49483 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -5483220.500000 Penalty: 3574.733154
	Iteration 8F: 3 clusters Score -5483220 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54426 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -5488070.500000 Penalty: 3574.733154
	Iteration 9F: 3 clusters Score -5488070 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57579 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -5491195.500000 Penalty: 3574.733154
	Iteration 10F: 3 clusters Score -5491196 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58986 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5492501.500000 Penalty: 3574.733154
	Iteration 11Q: 3 clusters Score -5492502 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59466 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5492963.000000 Penalty: 3574.733154
	Iteration 12Q: 3 clusters Score -5492963 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59594 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5493113.500000 Penalty: 3574.733154
	Iteration 13Q: 3 clusters Score -5493114 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59638 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5493171.000000 Penalty: 3574.733154
	Iteration 14Q: 3 clusters Score -5493171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59645 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -5493195.500000 Penalty: 3574.733154
	Iteration 15Q: 3 clusters Score -5493196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59650 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -5493208.500000 Penalty: 3574.733154
	Iteration 16Q: 3 clusters Score -5493208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59654 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -5493214.500000 Penalty: 3574.733154
	Iteration 17Q: 3 clusters Score -5493214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59654 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -5493218.000000 Penalty: 3574.733154
	Iteration 18Q: 3 clusters Score -5493218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59657 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -5493227.000000 Penalty: 3574.733154
	Iteration 19Q: 3 clusters Score -5493227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59660 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -5493233.000000 Penalty: 3574.733154
	Iteration 20F: 3 clusters Score -5493233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59660 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -5493233.000000 Penalty: 3574.733154
	Iteration 21Q: 3 clusters Score -5493233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59662 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -5493237.000000 Penalty: 3574.733154
	Iteration 22Q: 3 clusters Score -5493237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59664 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -5493241.500000 Penalty: 3574.733154
	Iteration 23Q: 3 clusters Score -5493242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59664 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -5493241.500000 Penalty: 3574.733154
	Iteration 24F: 3 clusters Score -5493242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Entering Unmasked Estep 
Score: -105965.460938 Penalty: 1162.370972
	Iteration 0F: 2 clusters Score -105965.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -104342.375000 Penalty: 2324.741943
	Iteration 0F: 3 clusters Score -104342.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -104675.210938 Penalty: 2324.741943
	Iteration 1F: 3 clusters Score -104675.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -104790.578125 Penalty: 2324.741943
	Iteration 2F: 3 clusters Score -104790.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -104880.437500 Penalty: 2324.741943
	Iteration 3F: 3 clusters Score -104880.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -104975.718750 Penalty: 2324.741943
	Iteration 4F: 3 clusters Score -104975.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -105082.914062 Penalty: 2324.741943
	Iteration 5Q: 3 clusters Score -105082.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -105174.539062 Penalty: 2324.741943
	Iteration 6Q: 3 clusters Score -105174.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -105227.351562 Penalty: 2324.741943
	Iteration 7Q: 3 clusters Score -105227.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -105279.273438 Penalty: 2324.741943
	Iteration 8Q: 3 clusters Score -105279.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -105346.914062 Penalty: 2324.741943
	Iteration 9Q: 3 clusters Score -105346.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -105467.679688 Penalty: 2324.741943
	Iteration 10Q: 3 clusters Score -105467.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -105624.429688 Penalty: 2324.741943
	Iteration 11Q: 3 clusters Score -105624.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -105747.914062 Penalty: 2324.741943
	Iteration 12Q: 3 clusters Score -105747.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -105780.054688 Penalty: 2324.741943
	Iteration 13Q: 3 clusters Score -105780.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -105789.812500 Penalty: 2324.741943
	Iteration 14Q: 3 clusters Score -105789.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -105796.062500 Penalty: 2324.741943
	Iteration 15Q: 3 clusters Score -105796.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -105798.734375 Penalty: 2324.741943
	Iteration 16Q: 3 clusters Score -105798.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -105806.453125 Penalty: 2324.741943
	Iteration 17Q: 3 clusters Score -105806.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -105810.609375 Penalty: 2324.741943
	Iteration 18Q: 3 clusters Score -105810.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -105814.367188 Penalty: 2324.741943
	Iteration 19Q: 3 clusters Score -105814.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -105816.765625 Penalty: 2324.741943
	Iteration 20F: 3 clusters Score -105816.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -105819.101562 Penalty: 2324.741943
	Iteration 21Q: 3 clusters Score -105819.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -105822.210938 Penalty: 2324.741943
	Iteration 22Q: 3 clusters Score -105822.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -105824.875000 Penalty: 2324.741943
	Iteration 23Q: 3 clusters Score -105824.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -105826.140625 Penalty: 2324.741943
	Iteration 24Q: 3 clusters Score -105826.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -105827.515625 Penalty: 2324.741943
	Iteration 25Q: 3 clusters Score -105827.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -105829.148438 Penalty: 2324.741943
	Iteration 26Q: 3 clusters Score -105829.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -105834.757812 Penalty: 2324.741943
	Iteration 27Q: 3 clusters Score -105834.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -105843.250000 Penalty: 2324.741943
	Iteration 28Q: 3 clusters Score -105843.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -105852.812500 Penalty: 2324.741943
	Iteration 29Q: 3 clusters Score -105852.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -105870.554688 Penalty: 2324.741943
	Iteration 30Q: 3 clusters Score -105870.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -105903.148438 Penalty: 2324.741943
	Iteration 31Q: 3 clusters Score -105903.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -105955.742188 Penalty: 2324.741943
	Iteration 32Q: 3 clusters Score -105955.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -106010.406250 Penalty: 2324.741943
	Iteration 33Q: 3 clusters Score -106010.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -106030.195312 Penalty: 2324.741943
	Iteration 34Q: 3 clusters Score -106030.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -106036.812500 Penalty: 2324.741943
	Iteration 35Q: 3 clusters Score -106036.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -106043.765625 Penalty: 2324.741943
	Iteration 36Q: 3 clusters Score -106043.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -106043.765625 Penalty: 2324.741943
	Iteration 37F: 3 clusters Score -106043.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7389 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 13301 members 
Mstep: Class 5 contains 22524 members 
Mstep: Class 6 contains 8294 members 
Mstep: Class 7 contains 14890 members 
Mstep: Class 8 contains 10853 members 
Mstep: Class 9 contains 6672 members 
Mstep: Class 10 contains 126763 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114597 members 
Mstep: Class 16 contains 78555 members 
Mstep: Class 17 contains 124965 members 
Mstep: Class 18 contains 32046 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 21 contains 8989 members 
Mstep: Class 22 contains 68748 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39103 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3220 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27901 members 
Mstep: Class 30 contains 59825 members 
Mstep: Class 31 contains 744 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8040 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8903 members 
Mstep: Class 39 contains 4286 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13669 members 
Mstep: Class 42 contains 6980 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4122 members 
Mstep: Class 45 contains 13307 members 
Mstep: Class 46 contains 534 members 
Entering Unmasked Estep 
Score: -84456848.000000 Penalty: 102952.773438
Splitting cluster 31 changes total score from -84457824.000000 to -84456848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (1804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Entering Unmasked Estep 
Score: -128169.953125 Penalty: 1218.386230
	Iteration 0F: 2 clusters Score -128170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -126269.734375 Penalty: 2436.772461
	Iteration 0F: 3 clusters Score -126269.7 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -126958.812500 Penalty: 2436.772461
	Iteration 1F: 3 clusters Score -126958.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -127251.304688 Penalty: 2436.772461
	Iteration 2F: 3 clusters Score -127251.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -127464.945312 Penalty: 2436.772461
	Iteration 3F: 3 clusters Score -127464.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -127566.453125 Penalty: 2436.772461
	Iteration 4F: 3 clusters Score -127566.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -127661.171875 Penalty: 2436.772461
	Iteration 5Q: 3 clusters Score -127661.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -127718.578125 Penalty: 2436.772461
	Iteration 6Q: 3 clusters Score -127718.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -127791.156250 Penalty: 2436.772461
	Iteration 7Q: 3 clusters Score -127791.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -127836.914062 Penalty: 2436.772461
	Iteration 8Q: 3 clusters Score -127836.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -127857.117188 Penalty: 2436.772461
	Iteration 9Q: 3 clusters Score -127857.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -127863.281250 Penalty: 2436.772461
	Iteration 10Q: 3 clusters Score -127863.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -127868.218750 Penalty: 2436.772461
	Iteration 11Q: 3 clusters Score -127868.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -127871.585938 Penalty: 2436.772461
	Iteration 12Q: 3 clusters Score -127871.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -127874.101562 Penalty: 2436.772461
	Iteration 13Q: 3 clusters Score -127874.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -127875.117188 Penalty: 2436.772461
	Iteration 14Q: 3 clusters Score -127875.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -127875.117188 Penalty: 2436.772461
	Iteration 15F: 3 clusters Score -127875.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -152120.000000 Penalty: 1215.294434
	Iteration 0F: 2 clusters Score -152120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -150174.078125 Penalty: 2430.588867
	Iteration 0F: 3 clusters Score -150174.1 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -150620.109375 Penalty: 2430.588867
	Iteration 1F: 3 clusters Score -150620.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -150751.734375 Penalty: 2430.588867
	Iteration 2F: 3 clusters Score -150751.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -150841.156250 Penalty: 2430.588867
	Iteration 3F: 3 clusters Score -150841.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -150911.453125 Penalty: 2430.588867
	Iteration 4Q: 3 clusters Score -150911.5 nChanged 70
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: -150981.593750 Penalty: 2430.588867
	Iteration 5Q: 3 clusters Score -150981.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -151034.187500 Penalty: 2430.588867
	Iteration 6Q: 3 clusters Score -151034.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -151089.453125 Penalty: 2430.588867
	Iteration 7Q: 3 clusters Score -151089.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -151125.750000 Penalty: 2430.588867
	Iteration 8Q: 3 clusters Score -151125.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -151155.171875 Penalty: 2430.588867
	Iteration 9Q: 3 clusters Score -151155.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -151177.828125 Penalty: 2430.588867
	Iteration 10Q: 3 clusters Score -151177.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -151192.421875 Penalty: 2430.588867
	Iteration 11Q: 3 clusters Score -151192.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -151210.703125 Penalty: 2430.588867
	Iteration 12Q: 3 clusters Score -151210.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -151223.046875 Penalty: 2430.588867
	Iteration 13Q: 3 clusters Score -151223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -151234.843750 Penalty: 2430.588867
	Iteration 14Q: 3 clusters Score -151234.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -151244.671875 Penalty: 2430.588867
	Iteration 15Q: 3 clusters Score -151244.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -151249.500000 Penalty: 2430.588867
	Iteration 16Q: 3 clusters Score -151249.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -151253.718750 Penalty: 2430.588867
	Iteration 17Q: 3 clusters Score -151253.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -151254.734375 Penalty: 2430.588867
	Iteration 18Q: 3 clusters Score -151254.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -151255.203125 Penalty: 2430.588867
	Iteration 19Q: 3 clusters Score -151255.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -151255.203125 Penalty: 2430.588867
	Iteration 20F: 3 clusters Score -151255.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Entering Unmasked Estep 
Score: -167816.484375 Penalty: 1232.608154
	Iteration 0F: 2 clusters Score -167816.5 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 963 members 
Entering Unmasked Estep 
Score: -165802.484375 Penalty: 2465.216309
	Iteration 0F: 3 clusters Score -165802.5 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -166544.968750 Penalty: 2465.216309
	Iteration 1F: 3 clusters Score -166545 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -166999.171875 Penalty: 2465.216309
	Iteration 2F: 3 clusters Score -166999.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -167249.500000 Penalty: 2465.216309
	Iteration 3F: 3 clusters Score -167249.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -167388.671875 Penalty: 2465.216309
	Iteration 4F: 3 clusters Score -167388.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -167495.843750 Penalty: 2465.216309
	Iteration 5Q: 3 clusters Score -167495.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -167582.812500 Penalty: 2465.216309
	Iteration 6Q: 3 clusters Score -167582.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -167642.640625 Penalty: 2465.216309
	Iteration 7Q: 3 clusters Score -167642.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -167687.484375 Penalty: 2465.216309
	Iteration 8Q: 3 clusters Score -167687.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -167714.515625 Penalty: 2465.216309
	Iteration 9Q: 3 clusters Score -167714.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -167735.234375 Penalty: 2465.216309
	Iteration 10Q: 3 clusters Score -167735.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -167753.500000 Penalty: 2465.216309
	Iteration 11Q: 3 clusters Score -167753.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -167769.578125 Penalty: 2465.216309
	Iteration 12Q: 3 clusters Score -167769.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -167784.750000 Penalty: 2465.216309
	Iteration 13Q: 3 clusters Score -167784.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -167798.640625 Penalty: 2465.216309
	Iteration 14Q: 3 clusters Score -167798.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -167805.312500 Penalty: 2465.216309
	Iteration 15Q: 3 clusters Score -167805.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -167807.859375 Penalty: 2465.216309
	Iteration 16Q: 3 clusters Score -167807.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -167810.718750 Penalty: 2465.216309
	Iteration 17Q: 3 clusters Score -167810.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -167811.531250 Penalty: 2465.216309
	Iteration 18Q: 3 clusters Score -167811.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -167812.031250 Penalty: 2465.216309
	Iteration 19Q: 3 clusters Score -167812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -167812.796875 Penalty: 2465.216309
	Iteration 20F: 3 clusters Score -167812.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Entering Unmasked Estep 
Score: -116839.023438 Penalty: 1172.476440
	Iteration 0F: 2 clusters Score -116839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -115151.203125 Penalty: 2344.952881
	Iteration 0F: 3 clusters Score -115151.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -115486.937500 Penalty: 2344.952881
	Iteration 1F: 3 clusters Score -115486.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -115586.468750 Penalty: 2344.952881
	Iteration 2F: 3 clusters Score -115586.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -115638.914062 Penalty: 2344.952881
	Iteration 3Q: 3 clusters Score -115638.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -115676.781250 Penalty: 2344.952881
	Iteration 4Q: 3 clusters Score -115676.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -115707.085938 Penalty: 2344.952881
	Iteration 5Q: 3 clusters Score -115707.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -115747.882812 Penalty: 2344.952881
	Iteration 6Q: 3 clusters Score -115747.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -115803.859375 Penalty: 2344.952881
	Iteration 7Q: 3 clusters Score -115803.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -115844.250000 Penalty: 2344.952881
	Iteration 8Q: 3 clusters Score -115844.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -115877.937500 Penalty: 2344.952881
	Iteration 9Q: 3 clusters Score -115877.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -115898.531250 Penalty: 2344.952881
	Iteration 10Q: 3 clusters Score -115898.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -115916.546875 Penalty: 2344.952881
	Iteration 11Q: 3 clusters Score -115916.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -115932.593750 Penalty: 2344.952881
	Iteration 12Q: 3 clusters Score -115932.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -115943.117188 Penalty: 2344.952881
	Iteration 13Q: 3 clusters Score -115943.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -115950.968750 Penalty: 2344.952881
	Iteration 14Q: 3 clusters Score -115951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -115959.640625 Penalty: 2344.952881
	Iteration 15Q: 3 clusters Score -115959.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -115969.648438 Penalty: 2344.952881
	Iteration 16Q: 3 clusters Score -115969.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -115978.953125 Penalty: 2344.952881
	Iteration 17Q: 3 clusters Score -115979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -115984.789062 Penalty: 2344.952881
	Iteration 18Q: 3 clusters Score -115984.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -115990.359375 Penalty: 2344.952881
	Iteration 19Q: 3 clusters Score -115990.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -115992.531250 Penalty: 2344.952881
	Iteration 20F: 3 clusters Score -115992.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -115992.835938 Penalty: 2344.952881
	Iteration 21Q: 3 clusters Score -115992.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -115993.000000 Penalty: 2344.952881
	Iteration 22Q: 3 clusters Score -115993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -115993.671875 Penalty: 2344.952881
	Iteration 23Q: 3 clusters Score -115993.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -115995.281250 Penalty: 2344.952881
	Iteration 24Q: 3 clusters Score -115995.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -115999.023438 Penalty: 2344.952881
	Iteration 25Q: 3 clusters Score -115999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -116002.781250 Penalty: 2344.952881
	Iteration 26Q: 3 clusters Score -116002.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -116005.218750 Penalty: 2344.952881
	Iteration 27Q: 3 clusters Score -116005.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -116005.906250 Penalty: 2344.952881
	Iteration 28Q: 3 clusters Score -116005.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -116006.609375 Penalty: 2344.952881
	Iteration 29Q: 3 clusters Score -116006.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -116007.710938 Penalty: 2344.952881
	Iteration 30Q: 3 clusters Score -116007.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -116008.562500 Penalty: 2344.952881
	Iteration 31Q: 3 clusters Score -116008.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -116008.656250 Penalty: 2344.952881
	Iteration 32Q: 3 clusters Score -116008.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -116010.796875 Penalty: 2344.952881
	Iteration 33Q: 3 clusters Score -116010.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -116012.234375 Penalty: 2344.952881
	Iteration 34Q: 3 clusters Score -116012.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -116012.234375 Penalty: 2344.952881
	Iteration 35F: 3 clusters Score -116012.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (8040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Entering Unmasked Estep 
Score: -742612.375000 Penalty: 1461.229980
	Iteration 0F: 2 clusters Score -742612.4 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 4077 members 
Entering Unmasked Estep 
Score: -736637.625000 Penalty: 2922.459961
	Iteration 0F: 3 clusters Score -736637.6 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -738436.687500 Penalty: 2922.459961
	Iteration 1F: 3 clusters Score -738436.7 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -738735.125000 Penalty: 2922.459961
	Iteration 2F: 3 clusters Score -738735.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -738992.125000 Penalty: 2922.459961
	Iteration 3F: 3 clusters Score -738992.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -739252.375000 Penalty: 2922.459961
	Iteration 4F: 3 clusters Score -739252.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -739525.125000 Penalty: 2922.459961
	Iteration 5F: 3 clusters Score -739525.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -739847.250000 Penalty: 2922.459961
	Iteration 6F: 3 clusters Score -739847.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -740199.687500 Penalty: 2922.459961
	Iteration 7F: 3 clusters Score -740199.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -740525.562500 Penalty: 2922.459961
	Iteration 8Q: 3 clusters Score -740525.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -740801.937500 Penalty: 2922.459961
	Iteration 9Q: 3 clusters Score -740801.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -740994.250000 Penalty: 2922.459961
	Iteration 10Q: 3 clusters Score -740994.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -741122.937500 Penalty: 2922.459961
	Iteration 11Q: 3 clusters Score -741122.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -741219.375000 Penalty: 2922.459961
	Iteration 12Q: 3 clusters Score -741219.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -741280.875000 Penalty: 2922.459961
	Iteration 13Q: 3 clusters Score -741280.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -741320.312500 Penalty: 2922.459961
	Iteration 14Q: 3 clusters Score -741320.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -741345.312500 Penalty: 2922.459961
	Iteration 15Q: 3 clusters Score -741345.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -741373.250000 Penalty: 2922.459961
	Iteration 16Q: 3 clusters Score -741373.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -741401.875000 Penalty: 2922.459961
	Iteration 17Q: 3 clusters Score -741401.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -741414.562500 Penalty: 2922.459961
	Iteration 18Q: 3 clusters Score -741414.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -741427.875000 Penalty: 2922.459961
	Iteration 19Q: 3 clusters Score -741427.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -741435.750000 Penalty: 2922.459961
	Iteration 20F: 3 clusters Score -741435.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -741439.562500 Penalty: 2922.459961
	Iteration 21Q: 3 clusters Score -741439.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -741443.500000 Penalty: 2922.459961
	Iteration 22Q: 3 clusters Score -741443.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -741444.062500 Penalty: 2922.459961
	Iteration 23Q: 3 clusters Score -741444.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -741444.437500 Penalty: 2922.459961
	Iteration 24Q: 3 clusters Score -741444.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -741446.062500 Penalty: 2922.459961
	Iteration 25Q: 3 clusters Score -741446.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -741449.250000 Penalty: 2922.459961
	Iteration 26Q: 3 clusters Score -741449.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -741451.687500 Penalty: 2922.459961
	Iteration 27Q: 3 clusters Score -741451.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -741452.312500 Penalty: 2922.459961
	Iteration 28Q: 3 clusters Score -741452.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -741452.062500 Penalty: 2922.459961
	Iteration 29Q: 3 clusters Score -741452.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -741452.062500 Penalty: 2922.459961
	Iteration 30F: 3 clusters Score -741452.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Entering Unmasked Estep 
Score: -99241.101562 Penalty: 1169.096069
	Iteration 0F: 2 clusters Score -99241.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -97635.320312 Penalty: 2338.192139
	Iteration 0F: 3 clusters Score -97635.32 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -98352.640625 Penalty: 2338.192139
	Iteration 1F: 3 clusters Score -98352.64 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -98821.148438 Penalty: 2338.192139
	Iteration 2F: 3 clusters Score -98821.15 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -99014.742188 Penalty: 2338.192139
	Iteration 3F: 3 clusters Score -99014.74 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -99132.687500 Penalty: 2338.192139
	Iteration 4F: 3 clusters Score -99132.69 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -99221.031250 Penalty: 2338.192139
	Iteration 5Q: 3 clusters Score -99221.03 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -99263.929688 Penalty: 2338.192139
	Iteration 6Q: 3 clusters Score -99263.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -99296.406250 Penalty: 2338.192139
	Iteration 7Q: 3 clusters Score -99296.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -99327.093750 Penalty: 2338.192139
	Iteration 8Q: 3 clusters Score -99327.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -99360.570312 Penalty: 2338.192139
	Iteration 9Q: 3 clusters Score -99360.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -99392.445312 Penalty: 2338.192139
	Iteration 10Q: 3 clusters Score -99392.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -99415.656250 Penalty: 2338.192139
	Iteration 11Q: 3 clusters Score -99415.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -99431.046875 Penalty: 2338.192139
	Iteration 12Q: 3 clusters Score -99431.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -99443.718750 Penalty: 2338.192139
	Iteration 13Q: 3 clusters Score -99443.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -99456.851562 Penalty: 2338.192139
	Iteration 14Q: 3 clusters Score -99456.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -99466.312500 Penalty: 2338.192139
	Iteration 15Q: 3 clusters Score -99466.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -99472.984375 Penalty: 2338.192139
	Iteration 16Q: 3 clusters Score -99472.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -99473.976562 Penalty: 2338.192139
	Iteration 17Q: 3 clusters Score -99473.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -99474.476562 Penalty: 2338.192139
	Iteration 18Q: 3 clusters Score -99474.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -99474.476562 Penalty: 2338.192139
	Iteration 19F: 3 clusters Score -99474.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7389 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 13301 members 
Mstep: Class 5 contains 22524 members 
Mstep: Class 6 contains 8294 members 
Mstep: Class 7 contains 14890 members 
Mstep: Class 8 contains 10853 members 
Mstep: Class 9 contains 6672 members 
Mstep: Class 10 contains 126763 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114597 members 
Mstep: Class 16 contains 78555 members 
Mstep: Class 17 contains 124965 members 
Mstep: Class 18 contains 32046 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 21 contains 8989 members 
Mstep: Class 22 contains 68748 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39103 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3220 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27901 members 
Mstep: Class 30 contains 59825 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8040 members 
Mstep: Class 37 contains 588 members 
Mstep: Class 38 contains 8903 members 
Mstep: Class 39 contains 4286 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13669 members 
Mstep: Class 42 contains 6980 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4122 members 
Mstep: Class 45 contains 13307 members 
Mstep: Class 46 contains 744 members 
Entering Unmasked Estep 
Score: -84456952.000000 Penalty: 102952.773438
Splitting cluster 37 changes total score from -84457824.000000 to -84456952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (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: -787667.750000 Penalty: 1477.798340
	Iteration 0F: 2 clusters Score -787667.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -781266.125000 Penalty: 2955.596680
	Iteration 0F: 3 clusters Score -781266.1 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -783681.375000 Penalty: 2955.596680
	Iteration 1F: 3 clusters Score -783681.4 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -784359.062500 Penalty: 2955.596680
	Iteration 2F: 3 clusters Score -784359.1 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -785099.000000 Penalty: 2955.596680
	Iteration 3F: 3 clusters Score -785099 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -785808.187500 Penalty: 2955.596680
	Iteration 4F: 3 clusters Score -785808.2 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -786398.750000 Penalty: 2955.596680
	Iteration 5F: 3 clusters Score -786398.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -786861.500000 Penalty: 2955.596680
	Iteration 6F: 3 clusters Score -786861.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -787194.000000 Penalty: 2955.596680
	Iteration 7Q: 3 clusters Score -787194 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -787470.562500 Penalty: 2955.596680
	Iteration 8Q: 3 clusters Score -787470.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -787651.125000 Penalty: 2955.596680
	Iteration 9Q: 3 clusters Score -787651.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -787802.562500 Penalty: 2955.596680
	Iteration 10Q: 3 clusters Score -787802.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -787888.937500 Penalty: 2955.596680
	Iteration 11Q: 3 clusters Score -787888.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -787945.687500 Penalty: 2955.596680
	Iteration 12Q: 3 clusters Score -787945.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -787977.000000 Penalty: 2955.596680
	Iteration 13Q: 3 clusters Score -787977 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -787999.750000 Penalty: 2955.596680
	Iteration 14Q: 3 clusters Score -787999.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -788013.625000 Penalty: 2955.596680
	Iteration 15Q: 3 clusters Score -788013.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -788026.937500 Penalty: 2955.596680
	Iteration 16Q: 3 clusters Score -788026.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -788034.187500 Penalty: 2955.596680
	Iteration 17Q: 3 clusters Score -788034.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -788038.812500 Penalty: 2955.596680
	Iteration 18Q: 3 clusters Score -788038.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -788041.562500 Penalty: 2955.596680
	Iteration 19Q: 3 clusters Score -788041.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -788046.312500 Penalty: 2955.596680
	Iteration 20F: 3 clusters Score -788046.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -788051.187500 Penalty: 2955.596680
	Iteration 21Q: 3 clusters Score -788051.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -788054.875000 Penalty: 2955.596680
	Iteration 22Q: 3 clusters Score -788054.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -788057.937500 Penalty: 2955.596680
	Iteration 23Q: 3 clusters Score -788057.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -788060.500000 Penalty: 2955.596680
	Iteration 24Q: 3 clusters Score -788060.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -788061.875000 Penalty: 2955.596680
	Iteration 25Q: 3 clusters Score -788061.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -788063.687500 Penalty: 2955.596680
	Iteration 26Q: 3 clusters Score -788063.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -788064.500000 Penalty: 2955.596680
	Iteration 27Q: 3 clusters Score -788064.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -788067.187500 Penalty: 2955.596680
	Iteration 28Q: 3 clusters Score -788067.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -788067.875000 Penalty: 2955.596680
	Iteration 29Q: 3 clusters Score -788067.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -788067.250000 Penalty: 2955.596680
	Iteration 30Q: 3 clusters Score -788067.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -788067.500000 Penalty: 2955.596680
	Iteration 31Q: 3 clusters Score -788067.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -788068.875000 Penalty: 2955.596680
	Iteration 32Q: 3 clusters Score -788068.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -788068.437500 Penalty: 2955.596680
	Iteration 33Q: 3 clusters Score -788068.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -788068.375000 Penalty: 2955.596680
	Iteration 34Q: 3 clusters Score -788068.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -788073.750000 Penalty: 2955.596680
	Iteration 35Q: 3 clusters Score -788073.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -788076.875000 Penalty: 2955.596680
	Iteration 36Q: 3 clusters Score -788076.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -788079.062500 Penalty: 2955.596680
	Iteration 37Q: 3 clusters Score -788079.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -788080.937500 Penalty: 2955.596680
	Iteration 38Q: 3 clusters Score -788080.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -788082.187500 Penalty: 2955.596680
	Iteration 39Q: 3 clusters Score -788082.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -788082.750000 Penalty: 2955.596680
	Iteration 40F: 3 clusters Score -788082.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -788082.250000 Penalty: 2955.596680
	Iteration 41Q: 3 clusters Score -788082.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -788084.000000 Penalty: 2955.596680
	Iteration 42Q: 3 clusters Score -788084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -788083.312500 Penalty: 2955.596680
	Iteration 43Q: 3 clusters Score -788083.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -788086.250000 Penalty: 2955.596680
	Iteration 44Q: 3 clusters Score -788086.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -788084.125000 Penalty: 2955.596680
	Iteration 45Q: 3 clusters Score -788084.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -788087.437500 Penalty: 2955.596680
	Iteration 46Q: 3 clusters Score -788087.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -788087.875000 Penalty: 2955.596680
	Iteration 47Q: 3 clusters Score -788087.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -788086.312500 Penalty: 2955.596680
	Iteration 48Q: 3 clusters Score -788086.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -788089.000000 Penalty: 2955.596680
	Iteration 49Q: 3 clusters Score -788089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -788089.937500 Penalty: 2955.596680
	Iteration 50Q: 3 clusters Score -788089.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -788090.562500 Penalty: 2955.596680
	Iteration 51Q: 3 clusters Score -788090.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -788093.062500 Penalty: 2955.596680
	Iteration 52Q: 3 clusters Score -788093.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -788092.437500 Penalty: 2955.596680
	Iteration 53Q: 3 clusters Score -788092.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -788096.000000 Penalty: 2955.596680
	Iteration 54Q: 3 clusters Score -788096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -788095.125000 Penalty: 2955.596680
	Iteration 55Q: 3 clusters Score -788095.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -788096.750000 Penalty: 2955.596680
	Iteration 56Q: 3 clusters Score -788096.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -788095.937500 Penalty: 2955.596680
	Iteration 57Q: 3 clusters Score -788095.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -788098.750000 Penalty: 2955.596680
	Iteration 58Q: 3 clusters Score -788098.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -788100.812500 Penalty: 2955.596680
	Iteration 59Q: 3 clusters Score -788100.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -788101.250000 Penalty: 2955.596680
	Iteration 60F: 3 clusters Score -788101.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -788100.000000 Penalty: 2955.596680
	Iteration 61Q: 3 clusters Score -788100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -788099.500000 Penalty: 2955.596680
	Iteration 62Q: 3 clusters Score -788099.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -788099.687500 Penalty: 2955.596680
	Iteration 63Q: 3 clusters Score -788099.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -788099.812500 Penalty: 2955.596680
	Iteration 64Q: 3 clusters Score -788099.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -788101.437500 Penalty: 2955.596680
	Iteration 65Q: 3 clusters Score -788101.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -788101.937500 Penalty: 2955.596680
	Iteration 66Q: 3 clusters Score -788101.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -788104.375000 Penalty: 2955.596680
	Iteration 67Q: 3 clusters Score -788104.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -788104.000000 Penalty: 2955.596680
	Iteration 68Q: 3 clusters Score -788104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -788106.250000 Penalty: 2955.596680
	Iteration 69Q: 3 clusters Score -788106.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -788104.562500 Penalty: 2955.596680
	Iteration 70Q: 3 clusters Score -788104.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -788105.437500 Penalty: 2955.596680
	Iteration 71Q: 3 clusters Score -788105.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -788109.125000 Penalty: 2955.596680
	Iteration 72Q: 3 clusters Score -788109.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -788108.125000 Penalty: 2955.596680
	Iteration 73Q: 3 clusters Score -788108.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -788109.312500 Penalty: 2955.596680
	Iteration 74Q: 3 clusters Score -788109.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -788111.687500 Penalty: 2955.596680
	Iteration 75Q: 3 clusters Score -788111.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -788112.000000 Penalty: 2955.596680
	Iteration 76Q: 3 clusters Score -788112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -788111.937500 Penalty: 2955.596680
	Iteration 77Q: 3 clusters Score -788111.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -788114.562500 Penalty: 2955.596680
	Iteration 78Q: 3 clusters Score -788114.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -788115.562500 Penalty: 2955.596680
	Iteration 79Q: 3 clusters Score -788115.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -788115.812500 Penalty: 2955.596680
	Iteration 80F: 3 clusters Score -788115.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -788116.937500 Penalty: 2955.596680
	Iteration 81Q: 3 clusters Score -788116.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -788119.937500 Penalty: 2955.596680
	Iteration 82Q: 3 clusters Score -788119.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -788120.812500 Penalty: 2955.596680
	Iteration 83Q: 3 clusters Score -788120.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -788122.312500 Penalty: 2955.596680
	Iteration 84Q: 3 clusters Score -788122.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -788123.562500 Penalty: 2955.596680
	Iteration 85Q: 3 clusters Score -788123.6 nChanged 5
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: -788125.375000 Penalty: 2955.596680
	Iteration 86Q: 3 clusters Score -788125.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -788125.937500 Penalty: 2955.596680
	Iteration 87Q: 3 clusters Score -788125.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -788126.875000 Penalty: 2955.596680
	Iteration 88Q: 3 clusters Score -788126.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -788128.312500 Penalty: 2955.596680
	Iteration 89Q: 3 clusters Score -788128.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -788127.187500 Penalty: 2955.596680
	Iteration 90Q: 3 clusters Score -788127.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -788129.000000 Penalty: 2955.596680
	Iteration 91Q: 3 clusters Score -788129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -788128.437500 Penalty: 2955.596680
	Iteration 92Q: 3 clusters Score -788128.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -788130.500000 Penalty: 2955.596680
	Iteration 93Q: 3 clusters Score -788130.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -788129.062500 Penalty: 2955.596680
	Iteration 94Q: 3 clusters Score -788129.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -788129.062500 Penalty: 2955.596680
	Iteration 95F: 3 clusters Score -788129.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7389 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 13301 members 
Mstep: Class 5 contains 22524 members 
Mstep: Class 6 contains 8294 members 
Mstep: Class 7 contains 14890 members 
Mstep: Class 8 contains 10853 members 
Mstep: Class 9 contains 6672 members 
Mstep: Class 10 contains 126763 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114597 members 
Mstep: Class 16 contains 78555 members 
Mstep: Class 17 contains 124965 members 
Mstep: Class 18 contains 32046 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 21 contains 8989 members 
Mstep: Class 22 contains 68748 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39103 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3220 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27901 members 
Mstep: Class 30 contains 59825 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8040 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 2683 members 
Mstep: Class 39 contains 4286 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13669 members 
Mstep: Class 42 contains 6980 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4122 members 
Mstep: Class 45 contains 13307 members 
Mstep: Class 46 contains 6220 members 
Entering Unmasked Estep 
Score: -84457576.000000 Penalty: 102952.773438
Splitting cluster 38 changes total score from -84457824.000000 to -84457576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (4286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Entering Unmasked Estep 
Score: -368757.750000 Penalty: 1359.005249
	Iteration 0F: 2 clusters Score -368757.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -365279.968750 Penalty: 2718.010498
	Iteration 0F: 3 clusters Score -365280 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -366278.843750 Penalty: 2718.010498
	Iteration 1F: 3 clusters Score -366278.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -366588.937500 Penalty: 2718.010498
	Iteration 2F: 3 clusters Score -366588.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -366854.375000 Penalty: 2718.010498
	Iteration 3F: 3 clusters Score -366854.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -367074.406250 Penalty: 2718.010498
	Iteration 4F: 3 clusters Score -367074.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -367256.156250 Penalty: 2718.010498
	Iteration 5Q: 3 clusters Score -367256.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -367401.375000 Penalty: 2718.010498
	Iteration 6Q: 3 clusters Score -367401.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -367499.656250 Penalty: 2718.010498
	Iteration 7Q: 3 clusters Score -367499.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -367592.156250 Penalty: 2718.010498
	Iteration 8Q: 3 clusters Score -367592.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -367665.281250 Penalty: 2718.010498
	Iteration 9Q: 3 clusters Score -367665.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -367725.718750 Penalty: 2718.010498
	Iteration 10Q: 3 clusters Score -367725.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -367782.093750 Penalty: 2718.010498
	Iteration 11Q: 3 clusters Score -367782.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -367844.593750 Penalty: 2718.010498
	Iteration 12Q: 3 clusters Score -367844.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -367873.312500 Penalty: 2718.010498
	Iteration 13Q: 3 clusters Score -367873.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -367898.343750 Penalty: 2718.010498
	Iteration 14Q: 3 clusters Score -367898.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -367917.312500 Penalty: 2718.010498
	Iteration 15Q: 3 clusters Score -367917.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -367936.312500 Penalty: 2718.010498
	Iteration 16Q: 3 clusters Score -367936.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -367951.875000 Penalty: 2718.010498
	Iteration 17Q: 3 clusters Score -367951.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -367965.375000 Penalty: 2718.010498
	Iteration 18Q: 3 clusters Score -367965.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -367974.968750 Penalty: 2718.010498
	Iteration 19Q: 3 clusters Score -367975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -367984.656250 Penalty: 2718.010498
	Iteration 20F: 3 clusters Score -367984.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -367996.062500 Penalty: 2718.010498
	Iteration 21Q: 3 clusters Score -367996.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -368005.718750 Penalty: 2718.010498
	Iteration 22Q: 3 clusters Score -368005.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -368009.312500 Penalty: 2718.010498
	Iteration 23Q: 3 clusters Score -368009.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -368011.125000 Penalty: 2718.010498
	Iteration 24Q: 3 clusters Score -368011.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -368013.250000 Penalty: 2718.010498
	Iteration 25Q: 3 clusters Score -368013.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -368016.250000 Penalty: 2718.010498
	Iteration 26Q: 3 clusters Score -368016.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -368018.718750 Penalty: 2718.010498
	Iteration 27Q: 3 clusters Score -368018.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -368020.062500 Penalty: 2718.010498
	Iteration 28Q: 3 clusters Score -368020.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -368019.312500 Penalty: 2718.010498
	Iteration 29Q: 3 clusters Score -368019.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -368021.812500 Penalty: 2718.010498
	Iteration 30Q: 3 clusters Score -368021.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -368022.531250 Penalty: 2718.010498
	Iteration 31Q: 3 clusters Score -368022.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -368022.531250 Penalty: 2718.010498
	Iteration 32F: 3 clusters Score -368022.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Entering Unmasked Estep 
Score: -111711.414062 Penalty: 1167.132202
	Iteration 0F: 2 clusters Score -111711.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -110071.953125 Penalty: 2334.264404
	Iteration 0F: 3 clusters Score -110072 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -110423.648438 Penalty: 2334.264404
	Iteration 1F: 3 clusters Score -110423.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -110577.968750 Penalty: 2334.264404
	Iteration 2F: 3 clusters Score -110578 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -110696.296875 Penalty: 2334.264404
	Iteration 3F: 3 clusters Score -110696.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -110834.890625 Penalty: 2334.264404
	Iteration 4F: 3 clusters Score -110834.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -110967.625000 Penalty: 2334.264404
	Iteration 5F: 3 clusters Score -110967.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -111062.320312 Penalty: 2334.264404
	Iteration 6Q: 3 clusters Score -111062.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -111137.078125 Penalty: 2334.264404
	Iteration 7Q: 3 clusters Score -111137.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -111189.625000 Penalty: 2334.264404
	Iteration 8Q: 3 clusters Score -111189.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -111233.171875 Penalty: 2334.264404
	Iteration 9Q: 3 clusters Score -111233.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -111263.257812 Penalty: 2334.264404
	Iteration 10Q: 3 clusters Score -111263.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -111291.781250 Penalty: 2334.264404
	Iteration 11Q: 3 clusters Score -111291.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -111330.609375 Penalty: 2334.264404
	Iteration 12Q: 3 clusters Score -111330.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -111366.546875 Penalty: 2334.264404
	Iteration 13Q: 3 clusters Score -111366.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -111407.570312 Penalty: 2334.264404
	Iteration 14Q: 3 clusters Score -111407.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -111447.984375 Penalty: 2334.264404
	Iteration 15Q: 3 clusters Score -111448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -111472.742188 Penalty: 2334.264404
	Iteration 16Q: 3 clusters Score -111472.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -111511.882812 Penalty: 2334.264404
	Iteration 17Q: 3 clusters Score -111511.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -111524.789062 Penalty: 2334.264404
	Iteration 18Q: 3 clusters Score -111524.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -111533.554688 Penalty: 2334.264404
	Iteration 19Q: 3 clusters Score -111533.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -111540.195312 Penalty: 2334.264404
	Iteration 20F: 3 clusters Score -111540.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -111542.695312 Penalty: 2334.264404
	Iteration 21Q: 3 clusters Score -111542.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -111546.101562 Penalty: 2334.264404
	Iteration 22Q: 3 clusters Score -111546.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -111551.304688 Penalty: 2334.264404
	Iteration 23Q: 3 clusters Score -111551.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -111559.921875 Penalty: 2334.264404
	Iteration 24Q: 3 clusters Score -111559.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -111567.742188 Penalty: 2334.264404
	Iteration 25Q: 3 clusters Score -111567.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -111579.445312 Penalty: 2334.264404
	Iteration 26Q: 3 clusters Score -111579.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -111588.039062 Penalty: 2334.264404
	Iteration 27Q: 3 clusters Score -111588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -111604.390625 Penalty: 2334.264404
	Iteration 28Q: 3 clusters Score -111604.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -111628.703125 Penalty: 2334.264404
	Iteration 29Q: 3 clusters Score -111628.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -111653.062500 Penalty: 2334.264404
	Iteration 30Q: 3 clusters Score -111653.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -111676.968750 Penalty: 2334.264404
	Iteration 31Q: 3 clusters Score -111677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -111711.085938 Penalty: 2334.264404
	Iteration 32Q: 3 clusters Score -111711.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -111745.156250 Penalty: 2334.264404
	Iteration 33Q: 3 clusters Score -111745.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -111760.125000 Penalty: 2334.264404
	Iteration 34Q: 3 clusters Score -111760.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -111772.000000 Penalty: 2334.264404
	Iteration 35Q: 3 clusters Score -111772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -111782.781250 Penalty: 2334.264404
	Iteration 36Q: 3 clusters Score -111782.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -111785.726562 Penalty: 2334.264404
	Iteration 37Q: 3 clusters Score -111785.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -111788.476562 Penalty: 2334.264404
	Iteration 38Q: 3 clusters Score -111788.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -111790.273438 Penalty: 2334.264404
	Iteration 39Q: 3 clusters Score -111790.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -111790.710938 Penalty: 2334.264404
	Iteration 40F: 3 clusters Score -111790.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7389 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 13301 members 
Mstep: Class 5 contains 22524 members 
Mstep: Class 6 contains 8294 members 
Mstep: Class 7 contains 14890 members 
Mstep: Class 8 contains 10853 members 
Mstep: Class 9 contains 6672 members 
Mstep: Class 10 contains 126763 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114597 members 
Mstep: Class 16 contains 78555 members 
Mstep: Class 17 contains 124965 members 
Mstep: Class 18 contains 32046 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 21 contains 8989 members 
Mstep: Class 22 contains 68748 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39103 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3220 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27901 members 
Mstep: Class 30 contains 59825 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8040 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8903 members 
Mstep: Class 39 contains 4286 members 
Mstep: Class 40 contains 368 members 
Mstep: Class 41 contains 13669 members 
Mstep: Class 42 contains 6980 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4122 members 
Mstep: Class 45 contains 13307 members 
Mstep: Class 46 contains 948 members 
Entering Unmasked Estep 
Score: -84456744.000000 Penalty: 102952.773438
Splitting cluster 40 changes total score from -84457824.000000 to -84456744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (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: -1268175.125000 Penalty: 1547.468872
	Iteration 0F: 2 clusters Score -1268175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1258643.875000 Penalty: 3094.937744
	Iteration 0F: 3 clusters Score -1258644 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1262007.500000 Penalty: 3094.937744
	Iteration 1F: 3 clusters Score -1262008 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1262338.000000 Penalty: 3094.937744
	Iteration 2F: 3 clusters Score -1262338 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1262611.375000 Penalty: 3094.937744
	Iteration 3F: 3 clusters Score -1262611 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1262887.625000 Penalty: 3094.937744
	Iteration 4Q: 3 clusters Score -1262888 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1263204.875000 Penalty: 3094.937744
	Iteration 5Q: 3 clusters Score -1263205 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1263609.625000 Penalty: 3094.937744
	Iteration 6Q: 3 clusters Score -1263610 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1264067.250000 Penalty: 3094.937744
	Iteration 7Q: 3 clusters Score -1264067 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1264521.750000 Penalty: 3094.937744
	Iteration 8Q: 3 clusters Score -1264522 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1264931.500000 Penalty: 3094.937744
	Iteration 9Q: 3 clusters Score -1264932 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1265217.000000 Penalty: 3094.937744
	Iteration 10Q: 3 clusters Score -1265217 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1265347.500000 Penalty: 3094.937744
	Iteration 11Q: 3 clusters Score -1265348 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1265431.375000 Penalty: 3094.937744
	Iteration 12Q: 3 clusters Score -1265431 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1265486.750000 Penalty: 3094.937744
	Iteration 13Q: 3 clusters Score -1265487 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1265538.625000 Penalty: 3094.937744
	Iteration 14Q: 3 clusters Score -1265539 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1265582.125000 Penalty: 3094.937744
	Iteration 15Q: 3 clusters Score -1265582 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1265628.000000 Penalty: 3094.937744
	Iteration 16Q: 3 clusters Score -1265628 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1265666.500000 Penalty: 3094.937744
	Iteration 17Q: 3 clusters Score -1265666 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1265708.125000 Penalty: 3094.937744
	Iteration 18Q: 3 clusters Score -1265708 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1265744.375000 Penalty: 3094.937744
	Iteration 19Q: 3 clusters Score -1265744 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1265785.625000 Penalty: 3094.937744
	Iteration 20F: 3 clusters Score -1265786 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1265831.000000 Penalty: 3094.937744
	Iteration 21Q: 3 clusters Score -1265831 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1265884.500000 Penalty: 3094.937744
	Iteration 22Q: 3 clusters Score -1265884 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1265938.000000 Penalty: 3094.937744
	Iteration 23Q: 3 clusters Score -1265938 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1265986.125000 Penalty: 3094.937744
	Iteration 24Q: 3 clusters Score -1265986 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1266029.625000 Penalty: 3094.937744
	Iteration 25Q: 3 clusters Score -1266030 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1266061.375000 Penalty: 3094.937744
	Iteration 26Q: 3 clusters Score -1266061 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1266097.250000 Penalty: 3094.937744
	Iteration 27Q: 3 clusters Score -1266097 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1266138.250000 Penalty: 3094.937744
	Iteration 28Q: 3 clusters Score -1266138 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1266175.250000 Penalty: 3094.937744
	Iteration 29Q: 3 clusters Score -1266175 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1266211.000000 Penalty: 3094.937744
	Iteration 30Q: 3 clusters Score -1266211 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1266252.750000 Penalty: 3094.937744
	Iteration 31Q: 3 clusters Score -1266253 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1266286.125000 Penalty: 3094.937744
	Iteration 32Q: 3 clusters Score -1266286 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1266313.375000 Penalty: 3094.937744
	Iteration 33Q: 3 clusters Score -1266313 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1266342.250000 Penalty: 3094.937744
	Iteration 34Q: 3 clusters Score -1266342 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1266373.875000 Penalty: 3094.937744
	Iteration 35Q: 3 clusters Score -1266374 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1266408.000000 Penalty: 3094.937744
	Iteration 36Q: 3 clusters Score -1266408 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1266431.625000 Penalty: 3094.937744
	Iteration 37Q: 3 clusters Score -1266432 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1266447.625000 Penalty: 3094.937744
	Iteration 38Q: 3 clusters Score -1266448 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1266479.625000 Penalty: 3094.937744
	Iteration 39Q: 3 clusters Score -1266480 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1266512.875000 Penalty: 3094.937744
	Iteration 40F: 3 clusters Score -1266513 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1266541.625000 Penalty: 3094.937744
	Iteration 41Q: 3 clusters Score -1266542 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1266556.875000 Penalty: 3094.937744
	Iteration 42Q: 3 clusters Score -1266557 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1266574.875000 Penalty: 3094.937744
	Iteration 43Q: 3 clusters Score -1266575 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1266588.875000 Penalty: 3094.937744
	Iteration 44Q: 3 clusters Score -1266589 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1266606.625000 Penalty: 3094.937744
	Iteration 45Q: 3 clusters Score -1266607 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1266622.750000 Penalty: 3094.937744
	Iteration 46Q: 3 clusters Score -1266623 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1266632.250000 Penalty: 3094.937744
	Iteration 47Q: 3 clusters Score -1266632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1266641.750000 Penalty: 3094.937744
	Iteration 48Q: 3 clusters Score -1266642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1266643.125000 Penalty: 3094.937744
	Iteration 49Q: 3 clusters Score -1266643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1266650.000000 Penalty: 3094.937744
	Iteration 50Q: 3 clusters Score -1266650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1266657.125000 Penalty: 3094.937744
	Iteration 51Q: 3 clusters Score -1266657 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1266663.625000 Penalty: 3094.937744
	Iteration 52Q: 3 clusters Score -1266664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1266669.500000 Penalty: 3094.937744
	Iteration 53Q: 3 clusters Score -1266670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1266673.875000 Penalty: 3094.937744
	Iteration 54Q: 3 clusters Score -1266674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1266682.375000 Penalty: 3094.937744
	Iteration 55Q: 3 clusters Score -1266682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1266699.125000 Penalty: 3094.937744
	Iteration 56Q: 3 clusters Score -1266699 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1266708.000000 Penalty: 3094.937744
	Iteration 57Q: 3 clusters Score -1266708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1266718.875000 Penalty: 3094.937744
	Iteration 58Q: 3 clusters Score -1266719 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1266726.875000 Penalty: 3094.937744
	Iteration 59Q: 3 clusters Score -1266727 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1266743.000000 Penalty: 3094.937744
	Iteration 60F: 3 clusters Score -1266743 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1266745.750000 Penalty: 3094.937744
	Iteration 61Q: 3 clusters Score -1266746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1266748.000000 Penalty: 3094.937744
	Iteration 62Q: 3 clusters Score -1266748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1266756.500000 Penalty: 3094.937744
	Iteration 63Q: 3 clusters Score -1266756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1266761.750000 Penalty: 3094.937744
	Iteration 64Q: 3 clusters Score -1266762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1266769.000000 Penalty: 3094.937744
	Iteration 65Q: 3 clusters Score -1266769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1266774.750000 Penalty: 3094.937744
	Iteration 66Q: 3 clusters Score -1266775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1266776.125000 Penalty: 3094.937744
	Iteration 67Q: 3 clusters Score -1266776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1266778.125000 Penalty: 3094.937744
	Iteration 68Q: 3 clusters Score -1266778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1266780.375000 Penalty: 3094.937744
	Iteration 69Q: 3 clusters Score -1266780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1266783.875000 Penalty: 3094.937744
	Iteration 70Q: 3 clusters Score -1266784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1266787.000000 Penalty: 3094.937744
	Iteration 71Q: 3 clusters Score -1266787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1266787.375000 Penalty: 3094.937744
	Iteration 72Q: 3 clusters Score -1266787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1266798.625000 Penalty: 3094.937744
	Iteration 73Q: 3 clusters Score -1266799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1266800.625000 Penalty: 3094.937744
	Iteration 74Q: 3 clusters Score -1266801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1266801.250000 Penalty: 3094.937744
	Iteration 75Q: 3 clusters Score -1266801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1266800.500000 Penalty: 3094.937744
	Iteration 76Q: 3 clusters Score -1266800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1266800.500000 Penalty: 3094.937744
	Iteration 77Q: 3 clusters Score -1266800 nChanged 2
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: -1266800.750000 Penalty: 3094.937744
	Iteration 78Q: 3 clusters Score -1266801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1266802.625000 Penalty: 3094.937744
	Iteration 79Q: 3 clusters Score -1266803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1266804.750000 Penalty: 3094.937744
	Iteration 80F: 3 clusters Score -1266805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1266803.125000 Penalty: 3094.937744
	Iteration 81Q: 3 clusters Score -1266803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1266802.750000 Penalty: 3094.937744
	Iteration 82Q: 3 clusters Score -1266803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1266804.125000 Penalty: 3094.937744
	Iteration 83Q: 3 clusters Score -1266804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1266804.125000 Penalty: 3094.937744
	Iteration 84F: 3 clusters Score -1266804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Entering Unmasked Estep 
Score: -624881.812500 Penalty: 1438.255737
	Iteration 0F: 2 clusters Score -624881.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -619605.812500 Penalty: 2876.511475
	Iteration 0F: 3 clusters Score -619605.8 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -621341.312500 Penalty: 2876.511475
	Iteration 1F: 3 clusters Score -621341.3 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -621743.000000 Penalty: 2876.511475
	Iteration 2F: 3 clusters Score -621743 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -622070.250000 Penalty: 2876.511475
	Iteration 3F: 3 clusters Score -622070.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -622383.062500 Penalty: 2876.511475
	Iteration 4F: 3 clusters Score -622383.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -622698.500000 Penalty: 2876.511475
	Iteration 5F: 3 clusters Score -622698.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -623028.375000 Penalty: 2876.511475
	Iteration 6F: 3 clusters Score -623028.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -623360.375000 Penalty: 2876.511475
	Iteration 7F: 3 clusters Score -623360.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -623680.562500 Penalty: 2876.511475
	Iteration 8Q: 3 clusters Score -623680.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -623993.000000 Penalty: 2876.511475
	Iteration 9Q: 3 clusters Score -623993 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -624278.500000 Penalty: 2876.511475
	Iteration 10Q: 3 clusters Score -624278.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -624567.000000 Penalty: 2876.511475
	Iteration 11Q: 3 clusters Score -624567 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -624716.625000 Penalty: 2876.511475
	Iteration 12Q: 3 clusters Score -624716.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -624854.625000 Penalty: 2876.511475
	Iteration 13Q: 3 clusters Score -624854.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -625010.500000 Penalty: 2876.511475
	Iteration 14Q: 3 clusters Score -625010.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -625151.375000 Penalty: 2876.511475
	Iteration 15Q: 3 clusters Score -625151.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -625232.437500 Penalty: 2876.511475
	Iteration 16Q: 3 clusters Score -625232.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -625275.625000 Penalty: 2876.511475
	Iteration 17Q: 3 clusters Score -625275.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -625302.312500 Penalty: 2876.511475
	Iteration 18Q: 3 clusters Score -625302.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -625318.437500 Penalty: 2876.511475
	Iteration 19Q: 3 clusters Score -625318.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -625324.687500 Penalty: 2876.511475
	Iteration 20F: 3 clusters Score -625324.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -625329.687500 Penalty: 2876.511475
	Iteration 21Q: 3 clusters Score -625329.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -625331.812500 Penalty: 2876.511475
	Iteration 22Q: 3 clusters Score -625331.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -625333.500000 Penalty: 2876.511475
	Iteration 23Q: 3 clusters Score -625333.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -625332.625000 Penalty: 2876.511475
	Iteration 24Q: 3 clusters Score -625332.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -625332.625000 Penalty: 2876.511475
	Iteration 25F: 3 clusters Score -625332.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7389 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 13301 members 
Mstep: Class 5 contains 22524 members 
Mstep: Class 6 contains 8294 members 
Mstep: Class 7 contains 14890 members 
Mstep: Class 8 contains 10853 members 
Mstep: Class 9 contains 6672 members 
Mstep: Class 10 contains 126763 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114597 members 
Mstep: Class 16 contains 78555 members 
Mstep: Class 17 contains 124965 members 
Mstep: Class 18 contains 32046 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 21 contains 8989 members 
Mstep: Class 22 contains 68748 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39103 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3220 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27901 members 
Mstep: Class 30 contains 59825 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8040 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8903 members 
Mstep: Class 39 contains 4286 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13669 members 
Mstep: Class 42 contains 5461 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4122 members 
Mstep: Class 45 contains 13307 members 
Mstep: Class 46 contains 1519 members 
Entering Unmasked Estep 
Score: -84457384.000000 Penalty: 102952.773438
Splitting cluster 42 changes total score from -84457824.000000 to -84457384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Entering Unmasked Estep 
Score: -51017.667969 Penalty: 1067.312622
	Iteration 0F: 2 clusters Score -51017.67 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 353 members 
Entering Unmasked Estep 
Score: -49893.335938 Penalty: 2134.625244
	Iteration 0F: 3 clusters Score -49893.34 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -50212.113281 Penalty: 2134.625244
	Iteration 1F: 3 clusters Score -50212.11 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -50362.988281 Penalty: 2134.625244
	Iteration 2F: 3 clusters Score -50362.99 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -50486.628906 Penalty: 2134.625244
	Iteration 3F: 3 clusters Score -50486.63 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -50640.335938 Penalty: 2134.625244
	Iteration 4F: 3 clusters Score -50640.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -50740.437500 Penalty: 2134.625244
	Iteration 5Q: 3 clusters Score -50740.44 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -50821.226562 Penalty: 2134.625244
	Iteration 6Q: 3 clusters Score -50821.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -50866.792969 Penalty: 2134.625244
	Iteration 7Q: 3 clusters Score -50866.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -50887.183594 Penalty: 2134.625244
	Iteration 8Q: 3 clusters Score -50887.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -50916.710938 Penalty: 2134.625244
	Iteration 9Q: 3 clusters Score -50916.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -50943.761719 Penalty: 2134.625244
	Iteration 10Q: 3 clusters Score -50943.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -50981.898438 Penalty: 2134.625244
	Iteration 11Q: 3 clusters Score -50981.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -51007.125000 Penalty: 2134.625244
	Iteration 12Q: 3 clusters Score -51007.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -51023.617188 Penalty: 2134.625244
	Iteration 13Q: 3 clusters Score -51023.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -51041.593750 Penalty: 2134.625244
	Iteration 14Q: 3 clusters Score -51041.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -51051.601562 Penalty: 2134.625244
	Iteration 15Q: 3 clusters Score -51051.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -51059.281250 Penalty: 2134.625244
	Iteration 16Q: 3 clusters Score -51059.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -51070.207031 Penalty: 2134.625244
	Iteration 17Q: 3 clusters Score -51070.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -51084.320312 Penalty: 2134.625244
	Iteration 18Q: 3 clusters Score -51084.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -51094.929688 Penalty: 2134.625244
	Iteration 19Q: 3 clusters Score -51094.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -51101.421875 Penalty: 2134.625244
	Iteration 20F: 3 clusters Score -51101.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -51102.179688 Penalty: 2134.625244
	Iteration 21Q: 3 clusters Score -51102.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -51102.179688 Penalty: 2134.625244
	Iteration 22F: 3 clusters Score -51102.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7389 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 13301 members 
Mstep: Class 5 contains 22524 members 
Mstep: Class 6 contains 8294 members 
Mstep: Class 7 contains 14890 members 
Mstep: Class 8 contains 10853 members 
Mstep: Class 9 contains 6672 members 
Mstep: Class 10 contains 126763 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114597 members 
Mstep: Class 16 contains 78555 members 
Mstep: Class 17 contains 124965 members 
Mstep: Class 18 contains 32046 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 21 contains 8989 members 
Mstep: Class 22 contains 68748 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39103 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3220 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27901 members 
Mstep: Class 30 contains 59825 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8040 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8903 members 
Mstep: Class 39 contains 4286 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13669 members 
Mstep: Class 42 contains 6980 members 
Mstep: Class 43 contains 313 members 
Mstep: Class 44 contains 4122 members 
Mstep: Class 45 contains 13307 members 
Mstep: Class 46 contains 399 members 
Entering Unmasked Estep 
Score: -84456704.000000 Penalty: 102952.773438
Splitting cluster 43 changes total score from -84457824.000000 to -84456704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (4122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Entering Unmasked Estep 
Score: -371887.593750 Penalty: 1352.665283
	Iteration 0F: 2 clusters Score -371887.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -368433.187500 Penalty: 2705.330566
	Iteration 0F: 3 clusters Score -368433.2 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -369343.031250 Penalty: 2705.330566
	Iteration 1F: 3 clusters Score -369343 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -369527.093750 Penalty: 2705.330566
	Iteration 2F: 3 clusters Score -369527.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -369700.468750 Penalty: 2705.330566
	Iteration 3F: 3 clusters Score -369700.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -369890.531250 Penalty: 2705.330566
	Iteration 4F: 3 clusters Score -369890.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -370067.031250 Penalty: 2705.330566
	Iteration 5F: 3 clusters Score -370067 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -370202.093750 Penalty: 2705.330566
	Iteration 6F: 3 clusters Score -370202.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -370316.843750 Penalty: 2705.330566
	Iteration 7Q: 3 clusters Score -370316.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -370442.156250 Penalty: 2705.330566
	Iteration 8Q: 3 clusters Score -370442.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -370552.687500 Penalty: 2705.330566
	Iteration 9Q: 3 clusters Score -370552.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -370649.250000 Penalty: 2705.330566
	Iteration 10Q: 3 clusters Score -370649.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -370730.156250 Penalty: 2705.330566
	Iteration 11Q: 3 clusters Score -370730.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -370819.312500 Penalty: 2705.330566
	Iteration 12Q: 3 clusters Score -370819.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -370907.875000 Penalty: 2705.330566
	Iteration 13Q: 3 clusters Score -370907.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -370965.375000 Penalty: 2705.330566
	Iteration 14Q: 3 clusters Score -370965.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -371008.000000 Penalty: 2705.330566
	Iteration 15Q: 3 clusters Score -371008 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -371041.625000 Penalty: 2705.330566
	Iteration 16Q: 3 clusters Score -371041.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -371069.406250 Penalty: 2705.330566
	Iteration 17Q: 3 clusters Score -371069.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -371083.156250 Penalty: 2705.330566
	Iteration 18Q: 3 clusters Score -371083.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -371094.906250 Penalty: 2705.330566
	Iteration 19Q: 3 clusters Score -371094.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -371104.750000 Penalty: 2705.330566
	Iteration 20F: 3 clusters Score -371104.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -371112.875000 Penalty: 2705.330566
	Iteration 21Q: 3 clusters Score -371112.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -371115.156250 Penalty: 2705.330566
	Iteration 22Q: 3 clusters Score -371115.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -371117.312500 Penalty: 2705.330566
	Iteration 23Q: 3 clusters Score -371117.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -371117.093750 Penalty: 2705.330566
	Iteration 24Q: 3 clusters Score -371117.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -371119.500000 Penalty: 2705.330566
	Iteration 25Q: 3 clusters Score -371119.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -371120.062500 Penalty: 2705.330566
	Iteration 26Q: 3 clusters Score -371120.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -371120.687500 Penalty: 2705.330566
	Iteration 27Q: 3 clusters Score -371120.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -371121.093750 Penalty: 2705.330566
	Iteration 28Q: 3 clusters Score -371121.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -371121.906250 Penalty: 2705.330566
	Iteration 29Q: 3 clusters Score -371121.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -371121.906250 Penalty: 2705.330566
	Iteration 30F: 3 clusters Score -371121.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (13307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Entering Unmasked Estep 
Score: -1083097.125000 Penalty: 1543.107300
	Iteration 0F: 2 clusters Score -1083097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1073837.625000 Penalty: 3086.214600
	Iteration 0F: 3 clusters Score -1073838 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1077533.875000 Penalty: 3086.214600
	Iteration 1F: 3 clusters Score -1077534 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1078287.250000 Penalty: 3086.214600
	Iteration 2F: 3 clusters Score -1078287 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1079013.125000 Penalty: 3086.214600
	Iteration 3F: 3 clusters Score -1079013 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1079606.250000 Penalty: 3086.214600
	Iteration 4F: 3 clusters Score -1079606 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1080025.875000 Penalty: 3086.214600
	Iteration 5F: 3 clusters Score -1080026 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1080292.875000 Penalty: 3086.214600
	Iteration 6Q: 3 clusters Score -1080293 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1080481.125000 Penalty: 3086.214600
	Iteration 7Q: 3 clusters Score -1080481 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1080617.625000 Penalty: 3086.214600
	Iteration 8Q: 3 clusters Score -1080618 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1080737.000000 Penalty: 3086.214600
	Iteration 9Q: 3 clusters Score -1080737 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1080838.750000 Penalty: 3086.214600
	Iteration 10Q: 3 clusters Score -1080839 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1080912.875000 Penalty: 3086.214600
	Iteration 11Q: 3 clusters Score -1080913 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1080986.375000 Penalty: 3086.214600
	Iteration 12Q: 3 clusters Score -1080986 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1081061.500000 Penalty: 3086.214600
	Iteration 13Q: 3 clusters Score -1081062 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1081125.875000 Penalty: 3086.214600
	Iteration 14Q: 3 clusters Score -1081126 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1081180.000000 Penalty: 3086.214600
	Iteration 15Q: 3 clusters Score -1081180 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1081231.750000 Penalty: 3086.214600
	Iteration 16Q: 3 clusters Score -1081232 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1081288.000000 Penalty: 3086.214600
	Iteration 17Q: 3 clusters Score -1081288 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1081336.500000 Penalty: 3086.214600
	Iteration 18Q: 3 clusters Score -1081336 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1081393.000000 Penalty: 3086.214600
	Iteration 19Q: 3 clusters Score -1081393 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1081446.625000 Penalty: 3086.214600
	Iteration 20F: 3 clusters Score -1081447 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1081496.375000 Penalty: 3086.214600
	Iteration 21Q: 3 clusters Score -1081496 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1081565.125000 Penalty: 3086.214600
	Iteration 22Q: 3 clusters Score -1081565 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1081634.125000 Penalty: 3086.214600
	Iteration 23Q: 3 clusters Score -1081634 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1081703.375000 Penalty: 3086.214600
	Iteration 24Q: 3 clusters Score -1081703 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1081780.250000 Penalty: 3086.214600
	Iteration 25Q: 3 clusters Score -1081780 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1081853.000000 Penalty: 3086.214600
	Iteration 26Q: 3 clusters Score -1081853 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1081926.375000 Penalty: 3086.214600
	Iteration 27Q: 3 clusters Score -1081926 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1081999.875000 Penalty: 3086.214600
	Iteration 28Q: 3 clusters Score -1082000 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1082070.125000 Penalty: 3086.214600
	Iteration 29Q: 3 clusters Score -1082070 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1082120.000000 Penalty: 3086.214600
	Iteration 30Q: 3 clusters Score -1082120 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1082172.625000 Penalty: 3086.214600
	Iteration 31Q: 3 clusters Score -1082173 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1082206.375000 Penalty: 3086.214600
	Iteration 32Q: 3 clusters Score -1082206 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1082231.750000 Penalty: 3086.214600
	Iteration 33Q: 3 clusters Score -1082232 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1082257.000000 Penalty: 3086.214600
	Iteration 34Q: 3 clusters Score -1082257 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1082271.750000 Penalty: 3086.214600
	Iteration 35Q: 3 clusters Score -1082272 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1082290.125000 Penalty: 3086.214600
	Iteration 36Q: 3 clusters Score -1082290 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1082307.750000 Penalty: 3086.214600
	Iteration 37Q: 3 clusters Score -1082308 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1082326.750000 Penalty: 3086.214600
	Iteration 38Q: 3 clusters Score -1082327 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1082339.250000 Penalty: 3086.214600
	Iteration 39Q: 3 clusters Score -1082339 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1082349.875000 Penalty: 3086.214600
	Iteration 40F: 3 clusters Score -1082350 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1082362.625000 Penalty: 3086.214600
	Iteration 41Q: 3 clusters Score -1082363 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1082371.125000 Penalty: 3086.214600
	Iteration 42Q: 3 clusters Score -1082371 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1082377.500000 Penalty: 3086.214600
	Iteration 43Q: 3 clusters Score -1082378 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1082386.750000 Penalty: 3086.214600
	Iteration 44Q: 3 clusters Score -1082387 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1082396.000000 Penalty: 3086.214600
	Iteration 45Q: 3 clusters Score -1082396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1082400.125000 Penalty: 3086.214600
	Iteration 46Q: 3 clusters Score -1082400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1082401.875000 Penalty: 3086.214600
	Iteration 47Q: 3 clusters Score -1082402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1082407.750000 Penalty: 3086.214600
	Iteration 48Q: 3 clusters Score -1082408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1082411.625000 Penalty: 3086.214600
	Iteration 49Q: 3 clusters Score -1082412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1082412.750000 Penalty: 3086.214600
	Iteration 50Q: 3 clusters Score -1082413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1082414.500000 Penalty: 3086.214600
	Iteration 51Q: 3 clusters Score -1082414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1082415.875000 Penalty: 3086.214600
	Iteration 52Q: 3 clusters Score -1082416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1082415.500000 Penalty: 3086.214600
	Iteration 53Q: 3 clusters Score -1082416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1082420.500000 Penalty: 3086.214600
	Iteration 54Q: 3 clusters Score -1082420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1082422.125000 Penalty: 3086.214600
	Iteration 55Q: 3 clusters Score -1082422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1082424.875000 Penalty: 3086.214600
	Iteration 56Q: 3 clusters Score -1082425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1082428.500000 Penalty: 3086.214600
	Iteration 57Q: 3 clusters Score -1082428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1082432.375000 Penalty: 3086.214600
	Iteration 58Q: 3 clusters Score -1082432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1082437.000000 Penalty: 3086.214600
	Iteration 59Q: 3 clusters Score -1082437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1082440.875000 Penalty: 3086.214600
	Iteration 60F: 3 clusters Score -1082441 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1082445.250000 Penalty: 3086.214600
	Iteration 61Q: 3 clusters Score -1082445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1082443.625000 Penalty: 3086.214600
	Iteration 62Q: 3 clusters Score -1082444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1082445.875000 Penalty: 3086.214600
	Iteration 63Q: 3 clusters Score -1082446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1082450.250000 Penalty: 3086.214600
	Iteration 64Q: 3 clusters Score -1082450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1082452.625000 Penalty: 3086.214600
	Iteration 65Q: 3 clusters Score -1082453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1082456.500000 Penalty: 3086.214600
	Iteration 66Q: 3 clusters Score -1082456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1082454.625000 Penalty: 3086.214600
	Iteration 67Q: 3 clusters Score -1082455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1082453.250000 Penalty: 3086.214600
	Iteration 68Q: 3 clusters Score -1082453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1082453.750000 Penalty: 3086.214600
	Iteration 69Q: 3 clusters Score -1082454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1082455.375000 Penalty: 3086.214600
	Iteration 70Q: 3 clusters Score -1082455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1082454.500000 Penalty: 3086.214600
	Iteration 71Q: 3 clusters Score -1082454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1082453.875000 Penalty: 3086.214600
	Iteration 72Q: 3 clusters Score -1082454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1082455.375000 Penalty: 3086.214600
	Iteration 73Q: 3 clusters Score -1082455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1082456.500000 Penalty: 3086.214600
	Iteration 74Q: 3 clusters Score -1082456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1082456.625000 Penalty: 3086.214600
	Iteration 75Q: 3 clusters Score -1082457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1082456.625000 Penalty: 3086.214600
	Iteration 76F: 3 clusters Score -1082457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7389 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 13301 members 
Mstep: Class 5 contains 22524 members 
Mstep: Class 6 contains 8294 members 
Mstep: Class 7 contains 14890 members 
Mstep: Class 8 contains 10853 members 
Mstep: Class 9 contains 6672 members 
Mstep: Class 10 contains 126763 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114597 members 
Mstep: Class 16 contains 78555 members 
Mstep: Class 17 contains 124965 members 
Mstep: Class 18 contains 32046 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 21 contains 8989 members 
Mstep: Class 22 contains 68748 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39103 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3220 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27901 members 
Mstep: Class 30 contains 59825 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8040 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8903 members 
Mstep: Class 39 contains 4286 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13669 members 
Mstep: Class 42 contains 6980 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4122 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457800.000000 Penalty: 100714.671875
Iteration 319Q: 46 clusters Score -8.44578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7389 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 13302 members 
Mstep: Class 5 contains 22524 members 
Mstep: Class 6 contains 8294 members 
Mstep: Class 7 contains 14890 members 
Mstep: Class 8 contains 10853 members 
Mstep: Class 9 contains 6672 members 
Mstep: Class 10 contains 126763 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114597 members 
Mstep: Class 16 contains 78553 members 
Mstep: Class 17 contains 124965 members 
Mstep: Class 18 contains 32046 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 21 contains 8989 members 
Mstep: Class 22 contains 68748 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39103 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3220 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27901 members 
Mstep: Class 30 contains 59825 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 1360 members 
Mstep: Class 36 contains 8040 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8903 members 
Mstep: Class 39 contains 4286 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13669 members 
Mstep: Class 42 contains 6981 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4122 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457824.000000 Penalty: 100714.671875
Iteration 320F: 46 clusters Score -8.445782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7389 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 13302 members 
Mstep: Class 5 contains 22524 members 
Mstep: Class 6 contains 8294 members 
Mstep: Class 7 contains 14890 members 
Mstep: Class 8 contains 10853 members 
Mstep: Class 9 contains 6672 members 
Mstep: Class 10 contains 126763 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114597 members 
Mstep: Class 16 contains 78551 members 
Mstep: Class 17 contains 124965 members 
Mstep: Class 18 contains 32046 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 21 contains 8989 members 
Mstep: Class 22 contains 68748 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39103 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3220 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27901 members 
Mstep: Class 30 contains 59825 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 1359 members 
Mstep: Class 36 contains 8040 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8903 members 
Mstep: Class 39 contains 4286 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13670 members 
Mstep: Class 42 contains 6983 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4122 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457824.000000 Penalty: 100714.671875
Iteration 321Q: 46 clusters Score -8.445782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7389 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 13302 members 
Mstep: Class 5 contains 22524 members 
Mstep: Class 6 contains 8294 members 
Mstep: Class 7 contains 14890 members 
Mstep: Class 8 contains 10853 members 
Mstep: Class 9 contains 6672 members 
Mstep: Class 10 contains 126763 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114597 members 
Mstep: Class 16 contains 78551 members 
Mstep: Class 17 contains 124965 members 
Mstep: Class 18 contains 32046 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 21 contains 8989 members 
Mstep: Class 22 contains 68746 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39103 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3220 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27901 members 
Mstep: Class 30 contains 59824 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 1359 members 
Mstep: Class 36 contains 8040 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8903 members 
Mstep: Class 39 contains 4286 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13671 members 
Mstep: Class 42 contains 6985 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4122 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457808.000000 Penalty: 100714.671875
Iteration 322Q: 46 clusters Score -8.445781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7389 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 13302 members 
Mstep: Class 5 contains 22524 members 
Mstep: Class 6 contains 8294 members 
Mstep: Class 7 contains 14890 members 
Mstep: Class 8 contains 10853 members 
Mstep: Class 9 contains 6672 members 
Mstep: Class 10 contains 126763 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114597 members 
Mstep: Class 16 contains 78550 members 
Mstep: Class 17 contains 124965 members 
Mstep: Class 18 contains 32046 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 21 contains 8989 members 
Mstep: Class 22 contains 68745 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39103 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3220 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27901 members 
Mstep: Class 30 contains 59824 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 1359 members 
Mstep: Class 36 contains 8040 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8903 members 
Mstep: Class 39 contains 4286 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13672 members 
Mstep: Class 42 contains 6986 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4122 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457808.000000 Penalty: 100714.671875
Iteration 323Q: 46 clusters Score -8.445781e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7389 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 13302 members 
Mstep: Class 5 contains 22524 members 
Mstep: Class 6 contains 8294 members 
Mstep: Class 7 contains 14890 members 
Mstep: Class 8 contains 10853 members 
Mstep: Class 9 contains 6672 members 
Mstep: Class 10 contains 126763 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114597 members 
Mstep: Class 16 contains 78550 members 
Mstep: Class 17 contains 124965 members 
Mstep: Class 18 contains 32046 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 21 contains 8989 members 
Mstep: Class 22 contains 68745 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39103 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3220 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27901 members 
Mstep: Class 30 contains 59824 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 1359 members 
Mstep: Class 36 contains 8040 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8903 members 
Mstep: Class 39 contains 4286 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13672 members 
Mstep: Class 42 contains 6986 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4122 members 
Mstep: Class 45 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457808.000000 Penalty: 100714.671875
Iteration 324F: 46 clusters Score -8.445781e+07 nChanged 0
Entering ConstructFrom: 
Score: -84457808.000000 Penalty: 100714.671875
Entering ConstructFrom: 
Trying to split cluster 1 (51917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51917 members 
Entering Unmasked Estep 
Score: -4649494.500000 Penalty: 1764.327759
	Iteration 0F: 2 clusters Score -4649494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -4614708.000000 Penalty: 3528.655518
	Iteration 0F: 3 clusters Score -4614708 nChanged 24555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -4628293.500000 Penalty: 3528.655518
	Iteration 1F: 3 clusters Score -4628294 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -4628730.000000 Penalty: 3528.655518
	Iteration 2Q: 3 clusters Score -4628730 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -4629243.500000 Penalty: 3528.655518
	Iteration 3Q: 3 clusters Score -4629244 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -4629722.000000 Penalty: 3528.655518
	Iteration 4Q: 3 clusters Score -4629722 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -4630263.000000 Penalty: 3528.655518
	Iteration 5Q: 3 clusters Score -4630263 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -4630883.000000 Penalty: 3528.655518
	Iteration 6Q: 3 clusters Score -4630883 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -4631656.500000 Penalty: 3528.655518
	Iteration 7Q: 3 clusters Score -4631656 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -4632450.500000 Penalty: 3528.655518
	Iteration 8Q: 3 clusters Score -4632450 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -4633241.500000 Penalty: 3528.655518
	Iteration 9Q: 3 clusters Score -4633242 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -4633897.500000 Penalty: 3528.655518
	Iteration 10Q: 3 clusters Score -4633898 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -4634452.500000 Penalty: 3528.655518
	Iteration 11Q: 3 clusters Score -4634452 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -4634980.500000 Penalty: 3528.655518
	Iteration 12Q: 3 clusters Score -4634980 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -4635397.000000 Penalty: 3528.655518
	Iteration 13Q: 3 clusters Score -4635397 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -4635798.000000 Penalty: 3528.655518
	Iteration 14Q: 3 clusters Score -4635798 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -4636253.500000 Penalty: 3528.655518
	Iteration 15Q: 3 clusters Score -4636254 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -4636784.000000 Penalty: 3528.655518
	Iteration 16Q: 3 clusters Score -4636784 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -4637456.000000 Penalty: 3528.655518
	Iteration 17Q: 3 clusters Score -4637456 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -4638402.000000 Penalty: 3528.655518
	Iteration 18Q: 3 clusters Score -4638402 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -4639759.000000 Penalty: 3528.655518
	Iteration 19Q: 3 clusters Score -4639759 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -4641421.000000 Penalty: 3528.655518
	Iteration 20F: 3 clusters Score -4641421 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -4643136.000000 Penalty: 3528.655518
	Iteration 21Q: 3 clusters Score -4643136 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -4644452.500000 Penalty: 3528.655518
	Iteration 22Q: 3 clusters Score -4644452 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44405 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -4645456.000000 Penalty: 3528.655518
	Iteration 23Q: 3 clusters Score -4645456 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -4646264.500000 Penalty: 3528.655518
	Iteration 24Q: 3 clusters Score -4646264 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46598 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -4646949.500000 Penalty: 3528.655518
	Iteration 25Q: 3 clusters Score -4646950 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47395 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -4647518.500000 Penalty: 3528.655518
	Iteration 26Q: 3 clusters Score -4647518 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48019 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -4647995.500000 Penalty: 3528.655518
	Iteration 27Q: 3 clusters Score -4647996 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -4648592.000000 Penalty: 3528.655518
	Iteration 28Q: 3 clusters Score -4648592 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48837 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -4649048.500000 Penalty: 3528.655518
	Iteration 29Q: 3 clusters Score -4649048 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49034 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -4649189.000000 Penalty: 3528.655518
	Iteration 30Q: 3 clusters Score -4649189 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49168 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -4649303.500000 Penalty: 3528.655518
	Iteration 31Q: 3 clusters Score -4649304 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49278 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -4649336.000000 Penalty: 3528.655518
	Iteration 32Q: 3 clusters Score -4649336 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49359 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -4649374.000000 Penalty: 3528.655518
	Iteration 33Q: 3 clusters Score -4649374 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -4649385.500000 Penalty: 3528.655518
	Iteration 34Q: 3 clusters Score -4649386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49434 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -4649412.500000 Penalty: 3528.655518
	Iteration 35Q: 3 clusters Score -4649412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49455 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -4649414.500000 Penalty: 3528.655518
	Iteration 36Q: 3 clusters Score -4649414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49472 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -4649419.500000 Penalty: 3528.655518
	Iteration 37Q: 3 clusters Score -4649420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49483 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -4649417.000000 Penalty: 3528.655518
	Iteration 38Q: 3 clusters Score -4649417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49493 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -4649415.000000 Penalty: 3528.655518
	Iteration 39Q: 3 clusters Score -4649415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49504 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -4649416.000000 Penalty: 3528.655518
	Iteration 40F: 3 clusters Score -4649416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49514 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -4649423.500000 Penalty: 3528.655518
	Iteration 41Q: 3 clusters Score -4649424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49522 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -4649428.000000 Penalty: 3528.655518
	Iteration 42Q: 3 clusters Score -4649428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49525 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -4649430.000000 Penalty: 3528.655518
	Iteration 43Q: 3 clusters Score -4649430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49525 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -4649430.000000 Penalty: 3528.655518
	Iteration 44F: 3 clusters Score -4649430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Entering Unmasked Estep 
Score: -659158.562500 Penalty: 1447.508911
	Iteration 0F: 2 clusters Score -659158.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -653610.437500 Penalty: 2895.017822
	Iteration 0F: 3 clusters Score -653610.4 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -655352.062500 Penalty: 2895.017822
	Iteration 1F: 3 clusters Score -655352.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -655589.062500 Penalty: 2895.017822
	Iteration 2F: 3 clusters Score -655589.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -655778.250000 Penalty: 2895.017822
	Iteration 3F: 3 clusters Score -655778.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -655968.687500 Penalty: 2895.017822
	Iteration 4Q: 3 clusters Score -655968.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -656276.125000 Penalty: 2895.017822
	Iteration 5Q: 3 clusters Score -656276.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -656697.125000 Penalty: 2895.017822
	Iteration 6F: 3 clusters Score -656697.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -657126.125000 Penalty: 2895.017822
	Iteration 7F: 3 clusters Score -657126.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -657483.687500 Penalty: 2895.017822
	Iteration 8F: 3 clusters Score -657483.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -657768.062500 Penalty: 2895.017822
	Iteration 9F: 3 clusters Score -657768.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -657958.187500 Penalty: 2895.017822
	Iteration 10Q: 3 clusters Score -657958.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -658072.250000 Penalty: 2895.017822
	Iteration 11Q: 3 clusters Score -658072.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -658159.062500 Penalty: 2895.017822
	Iteration 12Q: 3 clusters Score -658159.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -658218.125000 Penalty: 2895.017822
	Iteration 13Q: 3 clusters Score -658218.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -658267.187500 Penalty: 2895.017822
	Iteration 14Q: 3 clusters Score -658267.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -658299.562500 Penalty: 2895.017822
	Iteration 15Q: 3 clusters Score -658299.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -658319.062500 Penalty: 2895.017822
	Iteration 16Q: 3 clusters Score -658319.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -658329.812500 Penalty: 2895.017822
	Iteration 17Q: 3 clusters Score -658329.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -658338.250000 Penalty: 2895.017822
	Iteration 18Q: 3 clusters Score -658338.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -658343.437500 Penalty: 2895.017822
	Iteration 19Q: 3 clusters Score -658343.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -658349.250000 Penalty: 2895.017822
	Iteration 20F: 3 clusters Score -658349.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -658352.750000 Penalty: 2895.017822
	Iteration 21Q: 3 clusters Score -658352.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -658353.937500 Penalty: 2895.017822
	Iteration 22Q: 3 clusters Score -658353.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -658358.312500 Penalty: 2895.017822
	Iteration 23Q: 3 clusters Score -658358.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -658362.375000 Penalty: 2895.017822
	Iteration 24Q: 3 clusters Score -658362.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -658366.750000 Penalty: 2895.017822
	Iteration 25Q: 3 clusters Score -658366.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -658368.062500 Penalty: 2895.017822
	Iteration 26Q: 3 clusters Score -658368.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -658368.125000 Penalty: 2895.017822
	Iteration 27Q: 3 clusters Score -658368.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -658369.437500 Penalty: 2895.017822
	Iteration 28Q: 3 clusters Score -658369.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -658372.812500 Penalty: 2895.017822
	Iteration 29Q: 3 clusters Score -658372.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -658375.437500 Penalty: 2895.017822
	Iteration 30Q: 3 clusters Score -658375.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -658378.062500 Penalty: 2895.017822
	Iteration 31Q: 3 clusters Score -658378.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -658379.687500 Penalty: 2895.017822
	Iteration 32Q: 3 clusters Score -658379.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -658380.437500 Penalty: 2895.017822
	Iteration 33Q: 3 clusters Score -658380.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -658382.062500 Penalty: 2895.017822
	Iteration 34Q: 3 clusters Score -658382.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -658382.500000 Penalty: 2895.017822
	Iteration 35Q: 3 clusters Score -658382.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -658384.875000 Penalty: 2895.017822
	Iteration 36Q: 3 clusters Score -658384.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -658385.687500 Penalty: 2895.017822
	Iteration 37Q: 3 clusters Score -658385.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -658385.937500 Penalty: 2895.017822
	Iteration 38Q: 3 clusters Score -658385.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -658387.062500 Penalty: 2895.017822
	Iteration 39Q: 3 clusters Score -658387.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -658387.062500 Penalty: 2895.017822
	Iteration 40F: 3 clusters Score -658387.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (40361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Entering Unmasked Estep 
Score: -3676336.750000 Penalty: 1723.413208
	Iteration 0F: 2 clusters Score -3676337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -3649308.750000 Penalty: 3446.826416
	Iteration 0F: 3 clusters Score -3649309 nChanged 18818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -3659927.250000 Penalty: 3446.826416
	Iteration 1F: 3 clusters Score -3659927 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -3660601.750000 Penalty: 3446.826416
	Iteration 2Q: 3 clusters Score -3660602 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -3661538.500000 Penalty: 3446.826416
	Iteration 3Q: 3 clusters Score -3661538 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -3662825.750000 Penalty: 3446.826416
	Iteration 4F: 3 clusters Score -3662826 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -3664513.750000 Penalty: 3446.826416
	Iteration 5F: 3 clusters Score -3664514 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -3666644.250000 Penalty: 3446.826416
	Iteration 6F: 3 clusters Score -3666644 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -3669062.000000 Penalty: 3446.826416
	Iteration 7F: 3 clusters Score -3669062 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -3671381.750000 Penalty: 3446.826416
	Iteration 8F: 3 clusters Score -3671382 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -3672972.750000 Penalty: 3446.826416
	Iteration 9Q: 3 clusters Score -3672973 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3673869.750000 Penalty: 3446.826416
	Iteration 10Q: 3 clusters Score -3673870 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3674284.000000 Penalty: 3446.826416
	Iteration 11Q: 3 clusters Score -3674284 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3674504.750000 Penalty: 3446.826416
	Iteration 12Q: 3 clusters Score -3674505 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3674657.500000 Penalty: 3446.826416
	Iteration 13Q: 3 clusters Score -3674658 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3674747.250000 Penalty: 3446.826416
	Iteration 14Q: 3 clusters Score -3674747 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3674783.750000 Penalty: 3446.826416
	Iteration 15Q: 3 clusters Score -3674784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3674816.000000 Penalty: 3446.826416
	Iteration 16Q: 3 clusters Score -3674816 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3674840.750000 Penalty: 3446.826416
	Iteration 17Q: 3 clusters Score -3674841 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3674862.000000 Penalty: 3446.826416
	Iteration 18Q: 3 clusters Score -3674862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3674872.750000 Penalty: 3446.826416
	Iteration 19Q: 3 clusters Score -3674873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3674880.750000 Penalty: 3446.826416
	Iteration 20F: 3 clusters Score -3674881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3674889.250000 Penalty: 3446.826416
	Iteration 21Q: 3 clusters Score -3674889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3674893.750000 Penalty: 3446.826416
	Iteration 22Q: 3 clusters Score -3674894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3674901.250000 Penalty: 3446.826416
	Iteration 23Q: 3 clusters Score -3674901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3674904.250000 Penalty: 3446.826416
	Iteration 24Q: 3 clusters Score -3674904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3674905.750000 Penalty: 3446.826416
	Iteration 25Q: 3 clusters Score -3674906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3674905.500000 Penalty: 3446.826416
	Iteration 26Q: 3 clusters Score -3674906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3674904.250000 Penalty: 3446.826416
	Iteration 27Q: 3 clusters Score -3674904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3674904.250000 Penalty: 3446.826416
	Iteration 28F: 3 clusters Score -3674904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -1209858.000000 Penalty: 1543.046265
	Iteration 0F: 2 clusters Score -1209858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1200597.000000 Penalty: 3086.092529
	Iteration 0F: 3 clusters Score -1200597 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1203913.125000 Penalty: 3086.092529
	Iteration 1F: 3 clusters Score -1203913 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1204296.000000 Penalty: 3086.092529
	Iteration 2F: 3 clusters Score -1204296 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1204580.000000 Penalty: 3086.092529
	Iteration 3F: 3 clusters Score -1204580 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1204878.125000 Penalty: 3086.092529
	Iteration 4F: 3 clusters Score -1204878 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1205192.625000 Penalty: 3086.092529
	Iteration 5F: 3 clusters Score -1205193 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1205520.625000 Penalty: 3086.092529
	Iteration 6Q: 3 clusters Score -1205521 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1205885.000000 Penalty: 3086.092529
	Iteration 7Q: 3 clusters Score -1205885 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1206264.875000 Penalty: 3086.092529
	Iteration 8Q: 3 clusters Score -1206265 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1206645.875000 Penalty: 3086.092529
	Iteration 9Q: 3 clusters Score -1206646 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1207021.375000 Penalty: 3086.092529
	Iteration 10Q: 3 clusters Score -1207021 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1207409.875000 Penalty: 3086.092529
	Iteration 11Q: 3 clusters Score -1207410 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1207713.250000 Penalty: 3086.092529
	Iteration 12Q: 3 clusters Score -1207713 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1207962.875000 Penalty: 3086.092529
	Iteration 13Q: 3 clusters Score -1207963 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1208145.250000 Penalty: 3086.092529
	Iteration 14Q: 3 clusters Score -1208145 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1208285.875000 Penalty: 3086.092529
	Iteration 15Q: 3 clusters Score -1208286 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1208395.250000 Penalty: 3086.092529
	Iteration 16Q: 3 clusters Score -1208395 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1208478.000000 Penalty: 3086.092529
	Iteration 17Q: 3 clusters Score -1208478 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1208530.375000 Penalty: 3086.092529
	Iteration 18Q: 3 clusters Score -1208530 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1208583.250000 Penalty: 3086.092529
	Iteration 19Q: 3 clusters Score -1208583 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1208635.125000 Penalty: 3086.092529
	Iteration 20F: 3 clusters Score -1208635 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1208682.125000 Penalty: 3086.092529
	Iteration 21Q: 3 clusters Score -1208682 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1208717.500000 Penalty: 3086.092529
	Iteration 22Q: 3 clusters Score -1208718 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1208745.250000 Penalty: 3086.092529
	Iteration 23Q: 3 clusters Score -1208745 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1208774.250000 Penalty: 3086.092529
	Iteration 24Q: 3 clusters Score -1208774 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1208792.375000 Penalty: 3086.092529
	Iteration 25Q: 3 clusters Score -1208792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1208806.375000 Penalty: 3086.092529
	Iteration 26Q: 3 clusters Score -1208806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1208815.875000 Penalty: 3086.092529
	Iteration 27Q: 3 clusters Score -1208816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1208818.250000 Penalty: 3086.092529
	Iteration 28Q: 3 clusters Score -1208818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1208818.500000 Penalty: 3086.092529
	Iteration 29Q: 3 clusters Score -1208818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1208819.375000 Penalty: 3086.092529
	Iteration 30Q: 3 clusters Score -1208819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1208819.375000 Penalty: 3086.092529
	Iteration 31F: 3 clusters Score -1208819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Entering Unmasked Estep 
Score: -2074462.250000 Penalty: 1628.629761
	Iteration 0F: 2 clusters Score -2074462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -2059229.625000 Penalty: 3257.259521
	Iteration 0F: 3 clusters Score -2059230 nChanged 10190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -2064722.125000 Penalty: 3257.259521
	Iteration 1F: 3 clusters Score -2064722 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2065073.375000 Penalty: 3257.259521
	Iteration 2Q: 3 clusters Score -2065073 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2065427.250000 Penalty: 3257.259521
	Iteration 3Q: 3 clusters Score -2065427 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2065895.500000 Penalty: 3257.259521
	Iteration 4Q: 3 clusters Score -2065896 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2066474.625000 Penalty: 3257.259521
	Iteration 5Q: 3 clusters Score -2066475 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2067185.000000 Penalty: 3257.259521
	Iteration 6F: 3 clusters Score -2067185 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2068035.750000 Penalty: 3257.259521
	Iteration 7F: 3 clusters Score -2068036 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -2068909.625000 Penalty: 3257.259521
	Iteration 8F: 3 clusters Score -2068910 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2069687.875000 Penalty: 3257.259521
	Iteration 9Q: 3 clusters Score -2069688 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2070291.250000 Penalty: 3257.259521
	Iteration 10Q: 3 clusters Score -2070291 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2070749.750000 Penalty: 3257.259521
	Iteration 11Q: 3 clusters Score -2070750 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -2071140.375000 Penalty: 3257.259521
	Iteration 12Q: 3 clusters Score -2071140 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2071449.500000 Penalty: 3257.259521
	Iteration 13Q: 3 clusters Score -2071450 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2071721.750000 Penalty: 3257.259521
	Iteration 14Q: 3 clusters Score -2071722 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2071962.125000 Penalty: 3257.259521
	Iteration 15Q: 3 clusters Score -2071962 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2072127.375000 Penalty: 3257.259521
	Iteration 16Q: 3 clusters Score -2072127 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2072303.875000 Penalty: 3257.259521
	Iteration 17Q: 3 clusters Score -2072304 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2072480.000000 Penalty: 3257.259521
	Iteration 18Q: 3 clusters Score -2072480 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2072601.500000 Penalty: 3257.259521
	Iteration 19Q: 3 clusters Score -2072602 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2072702.375000 Penalty: 3257.259521
	Iteration 20F: 3 clusters Score -2072702 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2072775.250000 Penalty: 3257.259521
	Iteration 21Q: 3 clusters Score -2072775 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2072828.625000 Penalty: 3257.259521
	Iteration 22Q: 3 clusters Score -2072829 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2072872.000000 Penalty: 3257.259521
	Iteration 23Q: 3 clusters Score -2072872 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2072903.500000 Penalty: 3257.259521
	Iteration 24Q: 3 clusters Score -2072904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2072924.500000 Penalty: 3257.259521
	Iteration 25Q: 3 clusters Score -2072924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2072937.125000 Penalty: 3257.259521
	Iteration 26Q: 3 clusters Score -2072937 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2072953.125000 Penalty: 3257.259521
	Iteration 27Q: 3 clusters Score -2072953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2072960.375000 Penalty: 3257.259521
	Iteration 28Q: 3 clusters Score -2072960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2072968.250000 Penalty: 3257.259521
	Iteration 29Q: 3 clusters Score -2072968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2072970.625000 Penalty: 3257.259521
	Iteration 30Q: 3 clusters Score -2072971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2072978.375000 Penalty: 3257.259521
	Iteration 31Q: 3 clusters Score -2072978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2072981.875000 Penalty: 3257.259521
	Iteration 32Q: 3 clusters Score -2072982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2072987.000000 Penalty: 3257.259521
	Iteration 33Q: 3 clusters Score -2072987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2072989.500000 Penalty: 3257.259521
	Iteration 34Q: 3 clusters Score -2072990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2072993.250000 Penalty: 3257.259521
	Iteration 35Q: 3 clusters Score -2072993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2073001.125000 Penalty: 3257.259521
	Iteration 36Q: 3 clusters Score -2073001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2073005.125000 Penalty: 3257.259521
	Iteration 37Q: 3 clusters Score -2073005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2073015.750000 Penalty: 3257.259521
	Iteration 38Q: 3 clusters Score -2073016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2073018.750000 Penalty: 3257.259521
	Iteration 39Q: 3 clusters Score -2073019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2073024.500000 Penalty: 3257.259521
	Iteration 40F: 3 clusters Score -2073024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2073031.000000 Penalty: 3257.259521
	Iteration 41Q: 3 clusters Score -2073031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2073034.500000 Penalty: 3257.259521
	Iteration 42Q: 3 clusters Score -2073034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2073038.000000 Penalty: 3257.259521
	Iteration 43Q: 3 clusters Score -2073038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2073040.500000 Penalty: 3257.259521
	Iteration 44Q: 3 clusters Score -2073040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2073046.625000 Penalty: 3257.259521
	Iteration 45Q: 3 clusters Score -2073047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2073046.375000 Penalty: 3257.259521
	Iteration 46Q: 3 clusters Score -2073046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2073051.375000 Penalty: 3257.259521
	Iteration 47Q: 3 clusters Score -2073051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2073054.250000 Penalty: 3257.259521
	Iteration 48Q: 3 clusters Score -2073054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2073059.000000 Penalty: 3257.259521
	Iteration 49Q: 3 clusters Score -2073059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2073059.500000 Penalty: 3257.259521
	Iteration 50Q: 3 clusters Score -2073060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2073059.500000 Penalty: 3257.259521
	Iteration 51F: 3 clusters Score -2073060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Entering Unmasked Estep 
Score: -694322.000000 Penalty: 1466.284302
	Iteration 0F: 2 clusters Score -694322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -688341.312500 Penalty: 2932.568604
	Iteration 0F: 3 clusters Score -688341.3 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -690302.562500 Penalty: 2932.568604
	Iteration 1F: 3 clusters Score -690302.6 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -690625.750000 Penalty: 2932.568604
	Iteration 2F: 3 clusters Score -690625.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -690937.937500 Penalty: 2932.568604
	Iteration 3F: 3 clusters Score -690937.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -691242.687500 Penalty: 2932.568604
	Iteration 4F: 3 clusters Score -691242.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -691518.125000 Penalty: 2932.568604
	Iteration 5F: 3 clusters Score -691518.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -691795.562500 Penalty: 2932.568604
	Iteration 6Q: 3 clusters Score -691795.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -692032.625000 Penalty: 2932.568604
	Iteration 7Q: 3 clusters Score -692032.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -692292.625000 Penalty: 2932.568604
	Iteration 8Q: 3 clusters Score -692292.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -692506.375000 Penalty: 2932.568604
	Iteration 9Q: 3 clusters Score -692506.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -692643.875000 Penalty: 2932.568604
	Iteration 10Q: 3 clusters Score -692643.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -692737.500000 Penalty: 2932.568604
	Iteration 11Q: 3 clusters Score -692737.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -692807.687500 Penalty: 2932.568604
	Iteration 12Q: 3 clusters Score -692807.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -692854.625000 Penalty: 2932.568604
	Iteration 13Q: 3 clusters Score -692854.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -692889.062500 Penalty: 2932.568604
	Iteration 14Q: 3 clusters Score -692889.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -692923.875000 Penalty: 2932.568604
	Iteration 15Q: 3 clusters Score -692923.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -692943.250000 Penalty: 2932.568604
	Iteration 16Q: 3 clusters Score -692943.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -692963.500000 Penalty: 2932.568604
	Iteration 17Q: 3 clusters Score -692963.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -692979.250000 Penalty: 2932.568604
	Iteration 18Q: 3 clusters Score -692979.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -692994.312500 Penalty: 2932.568604
	Iteration 19Q: 3 clusters Score -692994.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -693006.125000 Penalty: 2932.568604
	Iteration 20F: 3 clusters Score -693006.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -693013.812500 Penalty: 2932.568604
	Iteration 21Q: 3 clusters Score -693013.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -693022.062500 Penalty: 2932.568604
	Iteration 22Q: 3 clusters Score -693022.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -693029.312500 Penalty: 2932.568604
	Iteration 23Q: 3 clusters Score -693029.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -693033.375000 Penalty: 2932.568604
	Iteration 24Q: 3 clusters Score -693033.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -693036.000000 Penalty: 2932.568604
	Iteration 25Q: 3 clusters Score -693036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -693042.437500 Penalty: 2932.568604
	Iteration 26Q: 3 clusters Score -693042.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -693043.312500 Penalty: 2932.568604
	Iteration 27Q: 3 clusters Score -693043.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -693047.937500 Penalty: 2932.568604
	Iteration 28Q: 3 clusters Score -693047.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -693052.875000 Penalty: 2932.568604
	Iteration 29Q: 3 clusters Score -693052.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -693059.062500 Penalty: 2932.568604
	Iteration 30Q: 3 clusters Score -693059.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -693065.375000 Penalty: 2932.568604
	Iteration 31Q: 3 clusters Score -693065.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -693069.937500 Penalty: 2932.568604
	Iteration 32Q: 3 clusters Score -693069.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -693072.875000 Penalty: 2932.568604
	Iteration 33Q: 3 clusters Score -693072.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -693073.562500 Penalty: 2932.568604
	Iteration 34Q: 3 clusters Score -693073.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -693075.187500 Penalty: 2932.568604
	Iteration 35Q: 3 clusters Score -693075.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -693077.750000 Penalty: 2932.568604
	Iteration 36Q: 3 clusters Score -693077.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -693079.375000 Penalty: 2932.568604
	Iteration 37Q: 3 clusters Score -693079.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -693080.312500 Penalty: 2932.568604
	Iteration 38Q: 3 clusters Score -693080.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -693081.687500 Penalty: 2932.568604
	Iteration 39Q: 3 clusters Score -693081.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -693084.625000 Penalty: 2932.568604
	Iteration 40F: 3 clusters Score -693084.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -693082.000000 Penalty: 2932.568604
	Iteration 41Q: 3 clusters Score -693082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -693086.125000 Penalty: 2932.568604
	Iteration 42Q: 3 clusters Score -693086.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -693084.562500 Penalty: 2932.568604
	Iteration 43Q: 3 clusters Score -693084.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -693085.375000 Penalty: 2932.568604
	Iteration 44Q: 3 clusters Score -693085.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -693087.062500 Penalty: 2932.568604
	Iteration 45Q: 3 clusters Score -693087.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -693087.125000 Penalty: 2932.568604
	Iteration 46Q: 3 clusters Score -693087.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -693086.125000 Penalty: 2932.568604
	Iteration 47Q: 3 clusters Score -693086.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -693086.937500 Penalty: 2932.568604
	Iteration 48Q: 3 clusters Score -693086.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -693087.625000 Penalty: 2932.568604
	Iteration 49Q: 3 clusters Score -693087.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -693088.312500 Penalty: 2932.568604
	Iteration 50Q: 3 clusters Score -693088.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -693088.250000 Penalty: 2932.568604
	Iteration 51Q: 3 clusters Score -693088.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -693088.437500 Penalty: 2932.568604
	Iteration 52Q: 3 clusters Score -693088.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -693089.375000 Penalty: 2932.568604
	Iteration 53Q: 3 clusters Score -693089.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -693088.875000 Penalty: 2932.568604
	Iteration 54Q: 3 clusters Score -693088.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -693089.625000 Penalty: 2932.568604
	Iteration 55Q: 3 clusters Score -693089.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -693089.625000 Penalty: 2932.568604
	Iteration 56Q: 3 clusters Score -693089.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -693090.500000 Penalty: 2932.568604
	Iteration 57Q: 3 clusters Score -693090.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -693090.687500 Penalty: 2932.568604
	Iteration 58Q: 3 clusters Score -693090.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -693090.562500 Penalty: 2932.568604
	Iteration 59Q: 3 clusters Score -693090.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -693090.750000 Penalty: 2932.568604
	Iteration 60F: 3 clusters Score -693090.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -693091.437500 Penalty: 2932.568604
	Iteration 61Q: 3 clusters Score -693091.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -693093.562500 Penalty: 2932.568604
	Iteration 62Q: 3 clusters Score -693093.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -693092.000000 Penalty: 2932.568604
	Iteration 63Q: 3 clusters Score -693092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -693092.000000 Penalty: 2932.568604
	Iteration 64F: 3 clusters Score -693092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Entering Unmasked Estep 
Score: -1331309.875000 Penalty: 1561.372314
	Iteration 0F: 2 clusters Score -1331310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1321037.125000 Penalty: 3122.744629
	Iteration 0F: 3 clusters Score -1321037 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1324539.000000 Penalty: 3122.744629
	Iteration 1F: 3 clusters Score -1324539 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1324862.875000 Penalty: 3122.744629
	Iteration 2F: 3 clusters Score -1324863 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1325158.375000 Penalty: 3122.744629
	Iteration 3Q: 3 clusters Score -1325158 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1325463.500000 Penalty: 3122.744629
	Iteration 4Q: 3 clusters Score -1325464 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1325864.000000 Penalty: 3122.744629
	Iteration 5Q: 3 clusters Score -1325864 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1326408.000000 Penalty: 3122.744629
	Iteration 6F: 3 clusters Score -1326408 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1327039.125000 Penalty: 3122.744629
	Iteration 7F: 3 clusters Score -1327039 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1327714.125000 Penalty: 3122.744629
	Iteration 8F: 3 clusters Score -1327714 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1328345.250000 Penalty: 3122.744629
	Iteration 9F: 3 clusters Score -1328345 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1328882.125000 Penalty: 3122.744629
	Iteration 10Q: 3 clusters Score -1328882 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1329286.625000 Penalty: 3122.744629
	Iteration 11Q: 3 clusters Score -1329287 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -1329538.875000 Penalty: 3122.744629
	Iteration 12Q: 3 clusters Score -1329539 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1329712.625000 Penalty: 3122.744629
	Iteration 13Q: 3 clusters Score -1329713 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1329812.500000 Penalty: 3122.744629
	Iteration 14Q: 3 clusters Score -1329812 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1329873.750000 Penalty: 3122.744629
	Iteration 15Q: 3 clusters Score -1329874 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1329905.625000 Penalty: 3122.744629
	Iteration 16Q: 3 clusters Score -1329906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -1329918.625000 Penalty: 3122.744629
	Iteration 17Q: 3 clusters Score -1329919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -1329928.500000 Penalty: 3122.744629
	Iteration 18Q: 3 clusters Score -1329928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -1329933.875000 Penalty: 3122.744629
	Iteration 19Q: 3 clusters Score -1329934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1329938.000000 Penalty: 3122.744629
	Iteration 20F: 3 clusters Score -1329938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1329938.250000 Penalty: 3122.744629
	Iteration 21Q: 3 clusters Score -1329938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -1329940.875000 Penalty: 3122.744629
	Iteration 22Q: 3 clusters Score -1329941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1329944.125000 Penalty: 3122.744629
	Iteration 23Q: 3 clusters Score -1329944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -1329947.000000 Penalty: 3122.744629
	Iteration 24Q: 3 clusters Score -1329947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -1329948.250000 Penalty: 3122.744629
	Iteration 25Q: 3 clusters Score -1329948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -1329952.500000 Penalty: 3122.744629
	Iteration 26Q: 3 clusters Score -1329952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -1329952.125000 Penalty: 3122.744629
	Iteration 27Q: 3 clusters Score -1329952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -1329953.750000 Penalty: 3122.744629
	Iteration 28Q: 3 clusters Score -1329954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -1329956.875000 Penalty: 3122.744629
	Iteration 29Q: 3 clusters Score -1329957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1329961.875000 Penalty: 3122.744629
	Iteration 30Q: 3 clusters Score -1329962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1329963.625000 Penalty: 3122.744629
	Iteration 31Q: 3 clusters Score -1329964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1329965.000000 Penalty: 3122.744629
	Iteration 32Q: 3 clusters Score -1329965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1329966.250000 Penalty: 3122.744629
	Iteration 33Q: 3 clusters Score -1329966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1329965.625000 Penalty: 3122.744629
	Iteration 34Q: 3 clusters Score -1329966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -1329966.750000 Penalty: 3122.744629
	Iteration 35Q: 3 clusters Score -1329967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1329968.125000 Penalty: 3122.744629
	Iteration 36Q: 3 clusters Score -1329968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1329968.125000 Penalty: 3122.744629
	Iteration 37F: 3 clusters Score -1329968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -1007727.062500 Penalty: 1509.982056
	Iteration 0F: 2 clusters Score -1007727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -999988.187500 Penalty: 3019.964111
	Iteration 0F: 3 clusters Score -999988.2 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1002472.250000 Penalty: 3019.964111
	Iteration 1F: 3 clusters Score -1002472 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1002712.500000 Penalty: 3019.964111
	Iteration 2F: 3 clusters Score -1002712 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1002888.437500 Penalty: 3019.964111
	Iteration 3Q: 3 clusters Score -1002888 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1003030.937500 Penalty: 3019.964111
	Iteration 4Q: 3 clusters Score -1003031 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1003146.937500 Penalty: 3019.964111
	Iteration 5Q: 3 clusters Score -1003147 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1003251.812500 Penalty: 3019.964111
	Iteration 6Q: 3 clusters Score -1003252 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1003347.000000 Penalty: 3019.964111
	Iteration 7Q: 3 clusters Score -1003347 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1003433.187500 Penalty: 3019.964111
	Iteration 8Q: 3 clusters Score -1003433 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1003531.375000 Penalty: 3019.964111
	Iteration 9Q: 3 clusters Score -1003531 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1003641.437500 Penalty: 3019.964111
	Iteration 10Q: 3 clusters Score -1003641 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1003778.312500 Penalty: 3019.964111
	Iteration 11Q: 3 clusters Score -1003778 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1003955.187500 Penalty: 3019.964111
	Iteration 12Q: 3 clusters Score -1003955 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1004157.125000 Penalty: 3019.964111
	Iteration 13Q: 3 clusters Score -1004157 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1004378.500000 Penalty: 3019.964111
	Iteration 14Q: 3 clusters Score -1004378 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1004637.625000 Penalty: 3019.964111
	Iteration 15Q: 3 clusters Score -1004638 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1004907.375000 Penalty: 3019.964111
	Iteration 16Q: 3 clusters Score -1004907 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1005152.125000 Penalty: 3019.964111
	Iteration 17Q: 3 clusters Score -1005152 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1005370.500000 Penalty: 3019.964111
	Iteration 18Q: 3 clusters Score -1005370 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1005589.437500 Penalty: 3019.964111
	Iteration 19Q: 3 clusters Score -1005589 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1005769.562500 Penalty: 3019.964111
	Iteration 20F: 3 clusters Score -1005770 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1005900.937500 Penalty: 3019.964111
	Iteration 21Q: 3 clusters Score -1005901 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1006010.187500 Penalty: 3019.964111
	Iteration 22Q: 3 clusters Score -1006010 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1006103.875000 Penalty: 3019.964111
	Iteration 23Q: 3 clusters Score -1006104 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1006177.187500 Penalty: 3019.964111
	Iteration 24Q: 3 clusters Score -1006177 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1006218.312500 Penalty: 3019.964111
	Iteration 25Q: 3 clusters Score -1006218 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1006261.125000 Penalty: 3019.964111
	Iteration 26Q: 3 clusters Score -1006261 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1006294.062500 Penalty: 3019.964111
	Iteration 27Q: 3 clusters Score -1006294 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1006323.812500 Penalty: 3019.964111
	Iteration 28Q: 3 clusters Score -1006324 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1006358.062500 Penalty: 3019.964111
	Iteration 29Q: 3 clusters Score -1006358 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1006381.687500 Penalty: 3019.964111
	Iteration 30Q: 3 clusters Score -1006382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1006398.500000 Penalty: 3019.964111
	Iteration 31Q: 3 clusters Score -1006398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1006409.562500 Penalty: 3019.964111
	Iteration 32Q: 3 clusters Score -1006410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1006426.125000 Penalty: 3019.964111
	Iteration 33Q: 3 clusters Score -1006426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1006432.312500 Penalty: 3019.964111
	Iteration 34Q: 3 clusters Score -1006432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1006439.187500 Penalty: 3019.964111
	Iteration 35Q: 3 clusters Score -1006439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1006444.500000 Penalty: 3019.964111
	Iteration 36Q: 3 clusters Score -1006444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1006448.375000 Penalty: 3019.964111
	Iteration 37Q: 3 clusters Score -1006448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1006450.937500 Penalty: 3019.964111
	Iteration 38Q: 3 clusters Score -1006451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1006453.187500 Penalty: 3019.964111
	Iteration 39Q: 3 clusters Score -1006453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1006456.687500 Penalty: 3019.964111
	Iteration 40F: 3 clusters Score -1006457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1006459.437500 Penalty: 3019.964111
	Iteration 41Q: 3 clusters Score -1006459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1006463.687500 Penalty: 3019.964111
	Iteration 42Q: 3 clusters Score -1006464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1006464.437500 Penalty: 3019.964111
	Iteration 43Q: 3 clusters Score -1006464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1006466.187500 Penalty: 3019.964111
	Iteration 44Q: 3 clusters Score -1006466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1006467.437500 Penalty: 3019.964111
	Iteration 45Q: 3 clusters Score -1006467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1006467.750000 Penalty: 3019.964111
	Iteration 46Q: 3 clusters Score -1006468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1006469.312500 Penalty: 3019.964111
	Iteration 47Q: 3 clusters Score -1006469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1006469.875000 Penalty: 3019.964111
	Iteration 48Q: 3 clusters Score -1006470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1006471.125000 Penalty: 3019.964111
	Iteration 49Q: 3 clusters Score -1006471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1006472.375000 Penalty: 3019.964111
	Iteration 50Q: 3 clusters Score -1006472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1006472.375000 Penalty: 3019.964111
	Iteration 51Q: 3 clusters Score -1006472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1006472.375000 Penalty: 3019.964111
	Iteration 52F: 3 clusters Score -1006472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Entering Unmasked Estep 
Score: -594121.750000 Penalty: 1430.922119
	Iteration 0F: 2 clusters Score -594121.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -589062.500000 Penalty: 2861.844238
	Iteration 0F: 3 clusters Score -589062.5 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -590698.125000 Penalty: 2861.844238
	Iteration 1F: 3 clusters Score -590698.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -591089.375000 Penalty: 2861.844238
	Iteration 2F: 3 clusters Score -591089.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -591404.000000 Penalty: 2861.844238
	Iteration 3F: 3 clusters Score -591404 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -591667.937500 Penalty: 2861.844238
	Iteration 4F: 3 clusters Score -591667.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -591915.000000 Penalty: 2861.844238
	Iteration 5F: 3 clusters Score -591915 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -592123.250000 Penalty: 2861.844238
	Iteration 6Q: 3 clusters Score -592123.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -592316.500000 Penalty: 2861.844238
	Iteration 7Q: 3 clusters Score -592316.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -592477.937500 Penalty: 2861.844238
	Iteration 8Q: 3 clusters Score -592477.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -592577.062500 Penalty: 2861.844238
	Iteration 9Q: 3 clusters Score -592577.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -592647.437500 Penalty: 2861.844238
	Iteration 10Q: 3 clusters Score -592647.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -592697.500000 Penalty: 2861.844238
	Iteration 11Q: 3 clusters Score -592697.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -592722.062500 Penalty: 2861.844238
	Iteration 12Q: 3 clusters Score -592722.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -592741.562500 Penalty: 2861.844238
	Iteration 13Q: 3 clusters Score -592741.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -592753.937500 Penalty: 2861.844238
	Iteration 14Q: 3 clusters Score -592753.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -592763.187500 Penalty: 2861.844238
	Iteration 15Q: 3 clusters Score -592763.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -592768.562500 Penalty: 2861.844238
	Iteration 16Q: 3 clusters Score -592768.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -592775.187500 Penalty: 2861.844238
	Iteration 17Q: 3 clusters Score -592775.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -592782.000000 Penalty: 2861.844238
	Iteration 18Q: 3 clusters Score -592782 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -592786.500000 Penalty: 2861.844238
	Iteration 19Q: 3 clusters Score -592786.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -592791.500000 Penalty: 2861.844238
	Iteration 20F: 3 clusters Score -592791.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -592794.125000 Penalty: 2861.844238
	Iteration 21Q: 3 clusters Score -592794.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -592799.875000 Penalty: 2861.844238
	Iteration 22Q: 3 clusters Score -592799.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -592804.062500 Penalty: 2861.844238
	Iteration 23Q: 3 clusters Score -592804.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -592806.250000 Penalty: 2861.844238
	Iteration 24Q: 3 clusters Score -592806.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -592808.375000 Penalty: 2861.844238
	Iteration 25Q: 3 clusters Score -592808.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -592810.062500 Penalty: 2861.844238
	Iteration 26Q: 3 clusters Score -592810.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -592811.250000 Penalty: 2861.844238
	Iteration 27Q: 3 clusters Score -592811.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -592811.500000 Penalty: 2861.844238
	Iteration 28Q: 3 clusters Score -592811.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -592812.062500 Penalty: 2861.844238
	Iteration 29Q: 3 clusters Score -592812.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -592812.437500 Penalty: 2861.844238
	Iteration 30Q: 3 clusters Score -592812.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -592812.687500 Penalty: 2861.844238
	Iteration 31Q: 3 clusters Score -592812.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -592813.687500 Penalty: 2861.844238
	Iteration 32Q: 3 clusters Score -592813.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -592813.875000 Penalty: 2861.844238
	Iteration 33Q: 3 clusters Score -592813.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -592813.437500 Penalty: 2861.844238
	Iteration 34Q: 3 clusters Score -592813.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -592813.250000 Penalty: 2861.844238
	Iteration 35Q: 3 clusters Score -592813.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -592814.187500 Penalty: 2861.844238
	Iteration 36Q: 3 clusters Score -592814.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -592814.187500 Penalty: 2861.844238
	Iteration 37F: 3 clusters Score -592814.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (126763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126763 members 
Entering Unmasked Estep 
Score: -11539848.000000 Penalty: 1909.387085
	Iteration 0F: 2 clusters Score -1.153985e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63430 members 
Mstep: Class 2 contains 63333 members 
Entering Unmasked Estep 
Score: -11454841.000000 Penalty: 3818.774170
	Iteration 0F: 3 clusters Score -1.145484e+07 nChanged 60912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64016 members 
Mstep: Class 2 contains 62747 members 
Entering Unmasked Estep 
Score: -11489840.000000 Penalty: 3818.774170
	Iteration 1F: 3 clusters Score -1.148984e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64407 members 
Mstep: Class 2 contains 62356 members 
Entering Unmasked Estep 
Score: -11490444.000000 Penalty: 3818.774170
	Iteration 2Q: 3 clusters Score -1.149044e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64967 members 
Mstep: Class 2 contains 61796 members 
Entering Unmasked Estep 
Score: -11491052.000000 Penalty: 3818.774170
	Iteration 3Q: 3 clusters Score -1.149105e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65807 members 
Mstep: Class 2 contains 60956 members 
Entering Unmasked Estep 
Score: -11491967.000000 Penalty: 3818.774170
	Iteration 4Q: 3 clusters Score -1.149197e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67185 members 
Mstep: Class 2 contains 59578 members 
Entering Unmasked Estep 
Score: -11493347.000000 Penalty: 3818.774170
	Iteration 5Q: 3 clusters Score -1.149335e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69313 members 
Mstep: Class 2 contains 57450 members 
Entering Unmasked Estep 
Score: -11495468.000000 Penalty: 3818.774170
	Iteration 6Q: 3 clusters Score -1.149547e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72385 members 
Mstep: Class 2 contains 54378 members 
Entering Unmasked Estep 
Score: -11498756.000000 Penalty: 3818.774170
	Iteration 7Q: 3 clusters Score -1.149876e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76126 members 
Mstep: Class 2 contains 50637 members 
Entering Unmasked Estep 
Score: -11503560.000000 Penalty: 3818.774170
	Iteration 8F: 3 clusters Score -1.150356e+07 nChanged 7867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80121 members 
Mstep: Class 2 contains 46642 members 
Entering Unmasked Estep 
Score: -11509650.000000 Penalty: 3818.774170
	Iteration 9F: 3 clusters Score -1.150965e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83523 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -11515080.000000 Penalty: 3818.774170
	Iteration 10F: 3 clusters Score -1.151508e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86150 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -11518976.000000 Penalty: 3818.774170
	Iteration 11F: 3 clusters Score -1.151898e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88374 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -11520849.000000 Penalty: 3818.774170
	Iteration 12Q: 3 clusters Score -1.152085e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90420 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
Score: -11522381.000000 Penalty: 3818.774170
	Iteration 13Q: 3 clusters Score -1.152238e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92365 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -11523866.000000 Penalty: 3818.774170
	Iteration 14Q: 3 clusters Score -1.152387e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94197 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -11525367.000000 Penalty: 3818.774170
	Iteration 15Q: 3 clusters Score -1.152537e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95857 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -11526840.000000 Penalty: 3818.774170
	Iteration 16Q: 3 clusters Score -1.152684e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97329 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -11528157.000000 Penalty: 3818.774170
	Iteration 17Q: 3 clusters Score -1.152816e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98636 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -11529099.000000 Penalty: 3818.774170
	Iteration 18Q: 3 clusters Score -1.15291e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99765 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -11529862.000000 Penalty: 3818.774170
	Iteration 19Q: 3 clusters Score -1.152986e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100787 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -11530467.000000 Penalty: 3818.774170
	Iteration 20F: 3 clusters Score -1.153047e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101787 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -11530967.000000 Penalty: 3818.774170
	Iteration 21Q: 3 clusters Score -1.153097e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102821 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -11531356.000000 Penalty: 3818.774170
	Iteration 22Q: 3 clusters Score -1.153136e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103777 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -11531790.000000 Penalty: 3818.774170
	Iteration 23Q: 3 clusters Score -1.153179e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104740 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -11532132.000000 Penalty: 3818.774170
	Iteration 24Q: 3 clusters Score -1.153213e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105648 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -11532442.000000 Penalty: 3818.774170
	Iteration 25Q: 3 clusters Score -1.153244e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106553 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -11532796.000000 Penalty: 3818.774170
	Iteration 26Q: 3 clusters Score -1.15328e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107486 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -11533080.000000 Penalty: 3818.774170
	Iteration 27Q: 3 clusters Score -1.153308e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108413 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -11533412.000000 Penalty: 3818.774170
	Iteration 28Q: 3 clusters Score -1.153341e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109330 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -11533713.000000 Penalty: 3818.774170
	Iteration 29Q: 3 clusters Score -1.153371e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110212 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -11533934.000000 Penalty: 3818.774170
	Iteration 30Q: 3 clusters Score -1.153393e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111069 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -11534104.000000 Penalty: 3818.774170
	Iteration 31Q: 3 clusters Score -1.15341e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111892 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -11534297.000000 Penalty: 3818.774170
	Iteration 32Q: 3 clusters Score -1.15343e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112699 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -11534501.000000 Penalty: 3818.774170
	Iteration 33Q: 3 clusters Score -1.15345e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113537 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -11534693.000000 Penalty: 3818.774170
	Iteration 34Q: 3 clusters Score -1.153469e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114417 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -11534939.000000 Penalty: 3818.774170
	Iteration 35Q: 3 clusters Score -1.153494e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115296 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -11535178.000000 Penalty: 3818.774170
	Iteration 36Q: 3 clusters Score -1.153518e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116168 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -11535440.000000 Penalty: 3818.774170
	Iteration 37Q: 3 clusters Score -1.153544e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117013 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -11535695.000000 Penalty: 3818.774170
	Iteration 38Q: 3 clusters Score -1.15357e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117840 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -11535991.000000 Penalty: 3818.774170
	Iteration 39Q: 3 clusters Score -1.153599e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118610 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -11536314.000000 Penalty: 3818.774170
	Iteration 40F: 3 clusters Score -1.153631e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119360 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -11536569.000000 Penalty: 3818.774170
	Iteration 41Q: 3 clusters Score -1.153657e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120048 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -11536752.000000 Penalty: 3818.774170
	Iteration 42Q: 3 clusters Score -1.153675e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120692 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -11536877.000000 Penalty: 3818.774170
	Iteration 43Q: 3 clusters Score -1.153688e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121237 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -11537073.000000 Penalty: 3818.774170
	Iteration 44Q: 3 clusters Score -1.153707e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121748 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -11537240.000000 Penalty: 3818.774170
	Iteration 45Q: 3 clusters Score -1.153724e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122187 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -11537414.000000 Penalty: 3818.774170
	Iteration 46Q: 3 clusters Score -1.153741e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122580 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -11537542.000000 Penalty: 3818.774170
	Iteration 47Q: 3 clusters Score -1.153754e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122936 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -11537666.000000 Penalty: 3818.774170
	Iteration 48Q: 3 clusters Score -1.153767e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123271 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -11537806.000000 Penalty: 3818.774170
	Iteration 49Q: 3 clusters Score -1.153781e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123564 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -11537882.000000 Penalty: 3818.774170
	Iteration 50Q: 3 clusters Score -1.153788e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123795 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -11537967.000000 Penalty: 3818.774170
	Iteration 51Q: 3 clusters Score -1.153797e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123988 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -11538022.000000 Penalty: 3818.774170
	Iteration 52Q: 3 clusters Score -1.153802e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124162 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -11538087.000000 Penalty: 3818.774170
	Iteration 53Q: 3 clusters Score -1.153809e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124317 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -11538151.000000 Penalty: 3818.774170
	Iteration 54Q: 3 clusters Score -1.153815e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124456 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -11538207.000000 Penalty: 3818.774170
	Iteration 55Q: 3 clusters Score -1.153821e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124568 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -11538231.000000 Penalty: 3818.774170
	Iteration 56Q: 3 clusters Score -1.153823e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124677 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -11538279.000000 Penalty: 3818.774170
	Iteration 57Q: 3 clusters Score -1.153828e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124767 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -11538295.000000 Penalty: 3818.774170
	Iteration 58Q: 3 clusters Score -1.15383e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124839 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -11538324.000000 Penalty: 3818.774170
	Iteration 59Q: 3 clusters Score -1.153832e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124904 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -11538332.000000 Penalty: 3818.774170
	Iteration 60F: 3 clusters Score -1.153833e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124951 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -11538353.000000 Penalty: 3818.774170
	Iteration 61Q: 3 clusters Score -1.153835e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124979 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -11538351.000000 Penalty: 3818.774170
	Iteration 62Q: 3 clusters Score -1.153835e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125002 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -11538360.000000 Penalty: 3818.774170
	Iteration 63Q: 3 clusters Score -1.153836e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125017 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -11538376.000000 Penalty: 3818.774170
	Iteration 64Q: 3 clusters Score -1.153838e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125035 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -11538381.000000 Penalty: 3818.774170
	Iteration 65Q: 3 clusters Score -1.153838e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125050 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -11538377.000000 Penalty: 3818.774170
	Iteration 66Q: 3 clusters Score -1.153838e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125065 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -11538387.000000 Penalty: 3818.774170
	Iteration 67Q: 3 clusters Score -1.153839e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125084 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -11538388.000000 Penalty: 3818.774170
	Iteration 68Q: 3 clusters Score -1.153839e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125097 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -11538391.000000 Penalty: 3818.774170
	Iteration 69Q: 3 clusters Score -1.153839e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125111 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -11538392.000000 Penalty: 3818.774170
	Iteration 70Q: 3 clusters Score -1.153839e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125122 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -11538394.000000 Penalty: 3818.774170
	Iteration 71Q: 3 clusters Score -1.153839e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125134 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -11538397.000000 Penalty: 3818.774170
	Iteration 72Q: 3 clusters Score -1.15384e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125145 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -11538399.000000 Penalty: 3818.774170
	Iteration 73Q: 3 clusters Score -1.15384e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125154 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -11538400.000000 Penalty: 3818.774170
	Iteration 74Q: 3 clusters Score -1.15384e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125166 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -11538416.000000 Penalty: 3818.774170
	Iteration 75Q: 3 clusters Score -1.153842e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125181 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -11538429.000000 Penalty: 3818.774170
	Iteration 76Q: 3 clusters Score -1.153843e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125194 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -11538419.000000 Penalty: 3818.774170
	Iteration 77Q: 3 clusters Score -1.153842e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125203 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -11538413.000000 Penalty: 3818.774170
	Iteration 78Q: 3 clusters Score -1.153841e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125214 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -11538420.000000 Penalty: 3818.774170
	Iteration 79Q: 3 clusters Score -1.153842e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125225 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -11538417.000000 Penalty: 3818.774170
	Iteration 80F: 3 clusters Score -1.153842e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125238 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -11538412.000000 Penalty: 3818.774170
	Iteration 81Q: 3 clusters Score -1.153841e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125244 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -11538419.000000 Penalty: 3818.774170
	Iteration 82Q: 3 clusters Score -1.153842e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125254 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -11538433.000000 Penalty: 3818.774170
	Iteration 83Q: 3 clusters Score -1.153843e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125267 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -11538431.000000 Penalty: 3818.774170
	Iteration 84Q: 3 clusters Score -1.153843e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125276 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -11538437.000000 Penalty: 3818.774170
	Iteration 85Q: 3 clusters Score -1.153844e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125294 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -11538441.000000 Penalty: 3818.774170
	Iteration 86Q: 3 clusters Score -1.153844e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125310 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -11538456.000000 Penalty: 3818.774170
	Iteration 87Q: 3 clusters Score -1.153846e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125319 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -11538449.000000 Penalty: 3818.774170
	Iteration 88Q: 3 clusters Score -1.153845e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125325 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -11538459.000000 Penalty: 3818.774170
	Iteration 89Q: 3 clusters Score -1.153846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125328 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -11538459.000000 Penalty: 3818.774170
	Iteration 90Q: 3 clusters Score -1.153846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125333 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -11538467.000000 Penalty: 3818.774170
	Iteration 91Q: 3 clusters Score -1.153847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125336 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -11538464.000000 Penalty: 3818.774170
	Iteration 92Q: 3 clusters Score -1.153846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125337 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -11538461.000000 Penalty: 3818.774170
	Iteration 93Q: 3 clusters Score -1.153846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125338 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -11538465.000000 Penalty: 3818.774170
	Iteration 94Q: 3 clusters Score -1.153846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125339 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -11538466.000000 Penalty: 3818.774170
	Iteration 95Q: 3 clusters Score -1.153847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125341 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -11538465.000000 Penalty: 3818.774170
	Iteration 96Q: 3 clusters Score -1.153846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125341 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -11538469.000000 Penalty: 3818.774170
	Iteration 97Q: 3 clusters Score -1.153847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125341 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -11538469.000000 Penalty: 3818.774170
	Iteration 98F: 3 clusters Score -1.153847e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Entering Unmasked Estep 
Score: -364118.187500 Penalty: 1362.345093
	Iteration 0F: 2 clusters Score -364118.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -360538.625000 Penalty: 2724.690186
	Iteration 0F: 3 clusters Score -360538.6 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -361511.500000 Penalty: 2724.690186
	Iteration 1F: 3 clusters Score -361511.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -361669.843750 Penalty: 2724.690186
	Iteration 2F: 3 clusters Score -361669.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -361804.968750 Penalty: 2724.690186
	Iteration 3F: 3 clusters Score -361805 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -361912.312500 Penalty: 2724.690186
	Iteration 4Q: 3 clusters Score -361912.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -362013.437500 Penalty: 2724.690186
	Iteration 5Q: 3 clusters Score -362013.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -362114.968750 Penalty: 2724.690186
	Iteration 6Q: 3 clusters Score -362115 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -362222.468750 Penalty: 2724.690186
	Iteration 7Q: 3 clusters Score -362222.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -362328.593750 Penalty: 2724.690186
	Iteration 8Q: 3 clusters Score -362328.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -362417.250000 Penalty: 2724.690186
	Iteration 9Q: 3 clusters Score -362417.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -362501.468750 Penalty: 2724.690186
	Iteration 10Q: 3 clusters Score -362501.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -362595.312500 Penalty: 2724.690186
	Iteration 11Q: 3 clusters Score -362595.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -362680.781250 Penalty: 2724.690186
	Iteration 12Q: 3 clusters Score -362680.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -362756.812500 Penalty: 2724.690186
	Iteration 13Q: 3 clusters Score -362756.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -362821.906250 Penalty: 2724.690186
	Iteration 14Q: 3 clusters Score -362821.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -362859.093750 Penalty: 2724.690186
	Iteration 15Q: 3 clusters Score -362859.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -362898.093750 Penalty: 2724.690186
	Iteration 16Q: 3 clusters Score -362898.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -362931.437500 Penalty: 2724.690186
	Iteration 17Q: 3 clusters Score -362931.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -362963.468750 Penalty: 2724.690186
	Iteration 18Q: 3 clusters Score -362963.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -362987.937500 Penalty: 2724.690186
	Iteration 19Q: 3 clusters Score -362987.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -363012.187500 Penalty: 2724.690186
	Iteration 20F: 3 clusters Score -363012.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -363026.562500 Penalty: 2724.690186
	Iteration 21Q: 3 clusters Score -363026.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -363045.187500 Penalty: 2724.690186
	Iteration 22Q: 3 clusters Score -363045.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -363059.656250 Penalty: 2724.690186
	Iteration 23Q: 3 clusters Score -363059.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -363068.687500 Penalty: 2724.690186
	Iteration 24Q: 3 clusters Score -363068.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -363079.812500 Penalty: 2724.690186
	Iteration 25Q: 3 clusters Score -363079.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -363090.031250 Penalty: 2724.690186
	Iteration 26Q: 3 clusters Score -363090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -363095.187500 Penalty: 2724.690186
	Iteration 27Q: 3 clusters Score -363095.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -363100.875000 Penalty: 2724.690186
	Iteration 28Q: 3 clusters Score -363100.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -363103.312500 Penalty: 2724.690186
	Iteration 29Q: 3 clusters Score -363103.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -363105.343750 Penalty: 2724.690186
	Iteration 30Q: 3 clusters Score -363105.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -363106.531250 Penalty: 2724.690186
	Iteration 31Q: 3 clusters Score -363106.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -363106.531250 Penalty: 2724.690186
	Iteration 32F: 3 clusters Score -363106.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Entering Unmasked Estep 
Score: -47240.214844 Penalty: 1035.941528
	Iteration 0F: 2 clusters Score -47240.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -46080.683594 Penalty: 2071.883057
	Iteration 0F: 3 clusters Score -46080.68 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46257.320312 Penalty: 2071.883057
	Iteration 1F: 3 clusters Score -46257.32 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46346.027344 Penalty: 2071.883057
	Iteration 2F: 3 clusters Score -46346.03 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -46443.257812 Penalty: 2071.883057
	Iteration 3F: 3 clusters Score -46443.26 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -46569.707031 Penalty: 2071.883057
	Iteration 4F: 3 clusters Score -46569.71 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -46693.484375 Penalty: 2071.883057
	Iteration 5F: 3 clusters Score -46693.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -46799.437500 Penalty: 2071.883057
	Iteration 6Q: 3 clusters Score -46799.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -46944.742188 Penalty: 2071.883057
	Iteration 7Q: 3 clusters Score -46944.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -47124.703125 Penalty: 2071.883057
	Iteration 8Q: 3 clusters Score -47124.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -47212.515625 Penalty: 2071.883057
	Iteration 9Q: 3 clusters Score -47212.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -47233.332031 Penalty: 2071.883057
	Iteration 10Q: 3 clusters Score -47233.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -47251.558594 Penalty: 2071.883057
	Iteration 11Q: 3 clusters Score -47251.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -47258.449219 Penalty: 2071.883057
	Iteration 12Q: 3 clusters Score -47258.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -47259.554688 Penalty: 2071.883057
	Iteration 13Q: 3 clusters Score -47259.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -47259.554688 Penalty: 2071.883057
	Iteration 14F: 3 clusters Score -47259.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7389 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 13302 members 
Mstep: Class 5 contains 22524 members 
Mstep: Class 6 contains 8294 members 
Mstep: Class 7 contains 14890 members 
Mstep: Class 8 contains 10853 members 
Mstep: Class 9 contains 6672 members 
Mstep: Class 10 contains 126763 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114597 members 
Mstep: Class 16 contains 78550 members 
Mstep: Class 17 contains 124965 members 
Mstep: Class 18 contains 32046 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 21 contains 8989 members 
Mstep: Class 22 contains 68745 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39103 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3220 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27901 members 
Mstep: Class 30 contains 59824 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 1359 members 
Mstep: Class 36 contains 8040 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8903 members 
Mstep: Class 39 contains 4286 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13672 members 
Mstep: Class 42 contains 6986 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4122 members 
Mstep: Class 45 contains 13307 members 
Mstep: Class 46 contains 358 members 
Entering Unmasked Estep 
Score: -84456688.000000 Penalty: 102952.773438
Splitting cluster 12 changes total score from -84457808.000000 to -84456688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (1600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Entering Unmasked Estep 
Score: -143322.281250 Penalty: 1198.885864
	Iteration 0F: 2 clusters Score -143322.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -141465.640625 Penalty: 2397.771729
	Iteration 0F: 3 clusters Score -141465.6 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -141827.828125 Penalty: 2397.771729
	Iteration 1F: 3 clusters Score -141827.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -141924.484375 Penalty: 2397.771729
	Iteration 2F: 3 clusters Score -141924.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -141980.046875 Penalty: 2397.771729
	Iteration 3Q: 3 clusters Score -141980 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -142022.031250 Penalty: 2397.771729
	Iteration 4Q: 3 clusters Score -142022 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -142058.843750 Penalty: 2397.771729
	Iteration 5Q: 3 clusters Score -142058.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -142076.625000 Penalty: 2397.771729
	Iteration 6Q: 3 clusters Score -142076.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -142092.187500 Penalty: 2397.771729
	Iteration 7Q: 3 clusters Score -142092.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -142102.234375 Penalty: 2397.771729
	Iteration 8Q: 3 clusters Score -142102.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -142109.125000 Penalty: 2397.771729
	Iteration 9Q: 3 clusters Score -142109.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -142114.109375 Penalty: 2397.771729
	Iteration 10Q: 3 clusters Score -142114.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -142118.906250 Penalty: 2397.771729
	Iteration 11Q: 3 clusters Score -142118.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -142120.921875 Penalty: 2397.771729
	Iteration 12Q: 3 clusters Score -142120.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -142122.531250 Penalty: 2397.771729
	Iteration 13Q: 3 clusters Score -142122.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -142123.031250 Penalty: 2397.771729
	Iteration 14Q: 3 clusters Score -142123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -142124.250000 Penalty: 2397.771729
	Iteration 15Q: 3 clusters Score -142124.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -142124.953125 Penalty: 2397.771729
	Iteration 16Q: 3 clusters Score -142125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -142126.609375 Penalty: 2397.771729
	Iteration 17Q: 3 clusters Score -142126.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -142126.718750 Penalty: 2397.771729
	Iteration 18Q: 3 clusters Score -142126.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -142126.718750 Penalty: 2397.771729
	Iteration 19F: 3 clusters Score -142126.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Entering Unmasked Estep 
Score: -289925.625000 Penalty: 1319.353882
	Iteration 0F: 2 clusters Score -289925.6 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 1683 members 
Entering Unmasked Estep 
Score: -286980.125000 Penalty: 2638.707764
	Iteration 0F: 3 clusters Score -286980.1 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -287779.218750 Penalty: 2638.707764
	Iteration 1F: 3 clusters Score -287779.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -288009.218750 Penalty: 2638.707764
	Iteration 2F: 3 clusters Score -288009.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -288186.062500 Penalty: 2638.707764
	Iteration 3F: 3 clusters Score -288186.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -288300.718750 Penalty: 2638.707764
	Iteration 4Q: 3 clusters Score -288300.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -288384.812500 Penalty: 2638.707764
	Iteration 5Q: 3 clusters Score -288384.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -288459.687500 Penalty: 2638.707764
	Iteration 6Q: 3 clusters Score -288459.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -288518.593750 Penalty: 2638.707764
	Iteration 7Q: 3 clusters Score -288518.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -288563.187500 Penalty: 2638.707764
	Iteration 8Q: 3 clusters Score -288563.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -288600.156250 Penalty: 2638.707764
	Iteration 9Q: 3 clusters Score -288600.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -288625.718750 Penalty: 2638.707764
	Iteration 10Q: 3 clusters Score -288625.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -288641.375000 Penalty: 2638.707764
	Iteration 11Q: 3 clusters Score -288641.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -288656.375000 Penalty: 2638.707764
	Iteration 12Q: 3 clusters Score -288656.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -288662.375000 Penalty: 2638.707764
	Iteration 13Q: 3 clusters Score -288662.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -288670.750000 Penalty: 2638.707764
	Iteration 14Q: 3 clusters Score -288670.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -288675.187500 Penalty: 2638.707764
	Iteration 15Q: 3 clusters Score -288675.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -288678.968750 Penalty: 2638.707764
	Iteration 16Q: 3 clusters Score -288679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -288684.281250 Penalty: 2638.707764
	Iteration 17Q: 3 clusters Score -288684.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -288691.468750 Penalty: 2638.707764
	Iteration 18Q: 3 clusters Score -288691.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -288698.156250 Penalty: 2638.707764
	Iteration 19Q: 3 clusters Score -288698.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -288703.218750 Penalty: 2638.707764
	Iteration 20F: 3 clusters Score -288703.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -288707.031250 Penalty: 2638.707764
	Iteration 21Q: 3 clusters Score -288707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -288711.562500 Penalty: 2638.707764
	Iteration 22Q: 3 clusters Score -288711.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -288715.500000 Penalty: 2638.707764
	Iteration 23Q: 3 clusters Score -288715.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -288718.125000 Penalty: 2638.707764
	Iteration 24Q: 3 clusters Score -288718.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -288723.062500 Penalty: 2638.707764
	Iteration 25Q: 3 clusters Score -288723.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -288726.625000 Penalty: 2638.707764
	Iteration 26Q: 3 clusters Score -288726.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -288733.656250 Penalty: 2638.707764
	Iteration 27Q: 3 clusters Score -288733.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -288741.406250 Penalty: 2638.707764
	Iteration 28Q: 3 clusters Score -288741.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -288749.687500 Penalty: 2638.707764
	Iteration 29Q: 3 clusters Score -288749.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -288756.593750 Penalty: 2638.707764
	Iteration 30Q: 3 clusters Score -288756.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -288763.593750 Penalty: 2638.707764
	Iteration 31Q: 3 clusters Score -288763.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -288769.531250 Penalty: 2638.707764
	Iteration 32Q: 3 clusters Score -288769.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -288773.375000 Penalty: 2638.707764
	Iteration 33Q: 3 clusters Score -288773.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -288778.937500 Penalty: 2638.707764
	Iteration 34Q: 3 clusters Score -288778.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -288784.875000 Penalty: 2638.707764
	Iteration 35Q: 3 clusters Score -288784.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -288792.531250 Penalty: 2638.707764
	Iteration 36Q: 3 clusters Score -288792.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -288795.187500 Penalty: 2638.707764
	Iteration 37Q: 3 clusters Score -288795.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -288802.562500 Penalty: 2638.707764
	Iteration 38Q: 3 clusters Score -288802.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -288806.906250 Penalty: 2638.707764
	Iteration 39Q: 3 clusters Score -288806.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -288810.218750 Penalty: 2638.707764
	Iteration 40F: 3 clusters Score -288810.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -288813.968750 Penalty: 2638.707764
	Iteration 41Q: 3 clusters Score -288814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -288816.531250 Penalty: 2638.707764
	Iteration 42Q: 3 clusters Score -288816.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -288820.093750 Penalty: 2638.707764
	Iteration 43Q: 3 clusters Score -288820.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -288821.468750 Penalty: 2638.707764
	Iteration 44Q: 3 clusters Score -288821.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -288823.125000 Penalty: 2638.707764
	Iteration 45Q: 3 clusters Score -288823.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -288826.281250 Penalty: 2638.707764
	Iteration 46Q: 3 clusters Score -288826.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -288828.625000 Penalty: 2638.707764
	Iteration 47Q: 3 clusters Score -288828.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -288831.343750 Penalty: 2638.707764
	Iteration 48Q: 3 clusters Score -288831.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -288833.906250 Penalty: 2638.707764
	Iteration 49Q: 3 clusters Score -288833.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -288836.562500 Penalty: 2638.707764
	Iteration 50Q: 3 clusters Score -288836.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -288838.093750 Penalty: 2638.707764
	Iteration 51Q: 3 clusters Score -288838.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -288839.968750 Penalty: 2638.707764
	Iteration 52Q: 3 clusters Score -288840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -288841.718750 Penalty: 2638.707764
	Iteration 53Q: 3 clusters Score -288841.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -288842.843750 Penalty: 2638.707764
	Iteration 54Q: 3 clusters Score -288842.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -288843.500000 Penalty: 2638.707764
	Iteration 55Q: 3 clusters Score -288843.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -288844.781250 Penalty: 2638.707764
	Iteration 56Q: 3 clusters Score -288844.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -288847.531250 Penalty: 2638.707764
	Iteration 57Q: 3 clusters Score -288847.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -288849.656250 Penalty: 2638.707764
	Iteration 58Q: 3 clusters Score -288849.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -288850.093750 Penalty: 2638.707764
	Iteration 59Q: 3 clusters Score -288850.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -288852.218750 Penalty: 2638.707764
	Iteration 60F: 3 clusters Score -288852.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -288854.968750 Penalty: 2638.707764
	Iteration 61Q: 3 clusters Score -288855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -288855.875000 Penalty: 2638.707764
	Iteration 62Q: 3 clusters Score -288855.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -288857.718750 Penalty: 2638.707764
	Iteration 63Q: 3 clusters Score -288857.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -288859.468750 Penalty: 2638.707764
	Iteration 64Q: 3 clusters Score -288859.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -288861.437500 Penalty: 2638.707764
	Iteration 65Q: 3 clusters Score -288861.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -288864.687500 Penalty: 2638.707764
	Iteration 66Q: 3 clusters Score -288864.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -288867.875000 Penalty: 2638.707764
	Iteration 67Q: 3 clusters Score -288867.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -288873.218750 Penalty: 2638.707764
	Iteration 68Q: 3 clusters Score -288873.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -288876.750000 Penalty: 2638.707764
	Iteration 69Q: 3 clusters Score -288876.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -288878.781250 Penalty: 2638.707764
	Iteration 70Q: 3 clusters Score -288878.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -288881.281250 Penalty: 2638.707764
	Iteration 71Q: 3 clusters Score -288881.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -288884.000000 Penalty: 2638.707764
	Iteration 72Q: 3 clusters Score -288884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -288884.437500 Penalty: 2638.707764
	Iteration 73Q: 3 clusters Score -288884.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -288886.000000 Penalty: 2638.707764
	Iteration 74Q: 3 clusters Score -288886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -288887.250000 Penalty: 2638.707764
	Iteration 75Q: 3 clusters Score -288887.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -288888.781250 Penalty: 2638.707764
	Iteration 76Q: 3 clusters Score -288888.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -288889.718750 Penalty: 2638.707764
	Iteration 77Q: 3 clusters Score -288889.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -288891.093750 Penalty: 2638.707764
	Iteration 78Q: 3 clusters Score -288891.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -288891.218750 Penalty: 2638.707764
	Iteration 79Q: 3 clusters Score -288891.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -288891.406250 Penalty: 2638.707764
	Iteration 80F: 3 clusters Score -288891.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (114597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114597 members 
Entering Unmasked Estep 
Score: -10540407.000000 Penalty: 1892.991211
	Iteration 0F: 2 clusters Score -1.054041e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57073 members 
Mstep: Class 2 contains 57524 members 
Entering Unmasked Estep 
Score: -10463658.000000 Penalty: 3785.982422
	Iteration 0F: 3 clusters Score -1.046366e+07 nChanged 54862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54749 members 
Mstep: Class 2 contains 59848 members 
Entering Unmasked Estep 
Score: -10495420.000000 Penalty: 3785.982422
	Iteration 1F: 3 clusters Score -1.049542e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53088 members 
Mstep: Class 2 contains 61509 members 
Entering Unmasked Estep 
Score: -10496301.000000 Penalty: 3785.982422
	Iteration 2Q: 3 clusters Score -1.04963e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50510 members 
Mstep: Class 2 contains 64087 members 
Entering Unmasked Estep 
Score: -10497425.000000 Penalty: 3785.982422
	Iteration 3Q: 3 clusters Score -1.049742e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 68061 members 
Entering Unmasked Estep 
Score: -10499342.000000 Penalty: 3785.982422
	Iteration 4Q: 3 clusters Score -1.049934e+07 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 73955 members 
Entering Unmasked Estep 
Score: -10502823.000000 Penalty: 3785.982422
	Iteration 5F: 3 clusters Score -1.050282e+07 nChanged 8548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 82273 members 
Entering Unmasked Estep 
Score: -10508943.000000 Penalty: 3785.982422
	Iteration 6F: 3 clusters Score -1.050894e+07 nChanged 10117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 92258 members 
Entering Unmasked Estep 
Score: -10517992.000000 Penalty: 3785.982422
	Iteration 7F: 3 clusters Score -1.051799e+07 nChanged 9607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 101799 members 
Entering Unmasked Estep 
Score: -10527413.000000 Penalty: 3785.982422
	Iteration 8F: 3 clusters Score -1.052741e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 108194 members 
Entering Unmasked Estep 
Score: -10533602.000000 Penalty: 3785.982422
	Iteration 9F: 3 clusters Score -1.05336e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 111464 members 
Entering Unmasked Estep 
Score: -10536548.000000 Penalty: 3785.982422
	Iteration 10Q: 3 clusters Score -1.053655e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 112977 members 
Entering Unmasked Estep 
Score: -10537818.000000 Penalty: 3785.982422
	Iteration 11Q: 3 clusters Score -1.053782e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 113637 members 
Entering Unmasked Estep 
Score: -10538333.000000 Penalty: 3785.982422
	Iteration 12Q: 3 clusters Score -1.053833e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 113907 members 
Entering Unmasked Estep 
Score: -10538571.000000 Penalty: 3785.982422
	Iteration 13Q: 3 clusters Score -1.053857e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 114004 members 
Entering Unmasked Estep 
Score: -10538668.000000 Penalty: 3785.982422
	Iteration 14Q: 3 clusters Score -1.053867e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 114060 members 
Entering Unmasked Estep 
Score: -10538751.000000 Penalty: 3785.982422
	Iteration 15Q: 3 clusters Score -1.053875e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 114084 members 
Entering Unmasked Estep 
Score: -10538772.000000 Penalty: 3785.982422
	Iteration 16Q: 3 clusters Score -1.053877e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 114098 members 
Entering Unmasked Estep 
Score: -10538795.000000 Penalty: 3785.982422
	Iteration 17Q: 3 clusters Score -1.05388e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 114109 members 
Entering Unmasked Estep 
Score: -10538818.000000 Penalty: 3785.982422
	Iteration 18Q: 3 clusters Score -1.053882e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 114120 members 
Entering Unmasked Estep 
Score: -10538829.000000 Penalty: 3785.982422
	Iteration 19Q: 3 clusters Score -1.053883e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 114128 members 
Entering Unmasked Estep 
Score: -10538836.000000 Penalty: 3785.982422
	Iteration 20F: 3 clusters Score -1.053884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 114134 members 
Entering Unmasked Estep 
Score: -10538832.000000 Penalty: 3785.982422
	Iteration 21Q: 3 clusters Score -1.053883e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 114137 members 
Entering Unmasked Estep 
Score: -10538835.000000 Penalty: 3785.982422
	Iteration 22Q: 3 clusters Score -1.053884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 114141 members 
Entering Unmasked Estep 
Score: -10538847.000000 Penalty: 3785.982422
	Iteration 23Q: 3 clusters Score -1.053885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 114141 members 
Entering Unmasked Estep 
Score: -10538848.000000 Penalty: 3785.982422
	Iteration 24Q: 3 clusters Score -1.053885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 114142 members 
Entering Unmasked Estep 
Score: -10538854.000000 Penalty: 3785.982422
	Iteration 25Q: 3 clusters Score -1.053885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 114144 members 
Entering Unmasked Estep 
Score: -10538855.000000 Penalty: 3785.982422
	Iteration 26Q: 3 clusters Score -1.053886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 114149 members 
Entering Unmasked Estep 
Score: -10538848.000000 Penalty: 3785.982422
	Iteration 27Q: 3 clusters Score -1.053885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 114152 members 
Entering Unmasked Estep 
Score: -10538854.000000 Penalty: 3785.982422
	Iteration 28Q: 3 clusters Score -1.053885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 114154 members 
Entering Unmasked Estep 
Score: -10538862.000000 Penalty: 3785.982422
	Iteration 29Q: 3 clusters Score -1.053886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 114153 members 
Entering Unmasked Estep 
Score: -10538864.000000 Penalty: 3785.982422
	Iteration 30Q: 3 clusters Score -1.053886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 114152 members 
Entering Unmasked Estep 
Score: -10538867.000000 Penalty: 3785.982422
	Iteration 31Q: 3 clusters Score -1.053887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 114150 members 
Entering Unmasked Estep 
Score: -10538876.000000 Penalty: 3785.982422
	Iteration 32Q: 3 clusters Score -1.053888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 114149 members 
Entering Unmasked Estep 
Score: -10538879.000000 Penalty: 3785.982422
	Iteration 33Q: 3 clusters Score -1.053888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 114148 members 
Entering Unmasked Estep 
Score: -10538877.000000 Penalty: 3785.982422
	Iteration 34Q: 3 clusters Score -1.053888e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 114148 members 
Entering Unmasked Estep 
Score: -10538877.000000 Penalty: 3785.982422
	Iteration 35F: 3 clusters Score -1.053888e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (78550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78550 members 
Entering Unmasked Estep 
Score: -7269760.000000 Penalty: 1831.617310
	Iteration 0F: 2 clusters Score -7269760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -7217128.000000 Penalty: 3663.234619
	Iteration 0F: 3 clusters Score -7217128 nChanged 37270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -7238414.500000 Penalty: 3663.234619
	Iteration 1F: 3 clusters Score -7238414 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 37106 members 
Entering Unmasked Estep 
Score: -7238991.500000 Penalty: 3663.234619
	Iteration 2Q: 3 clusters Score -7238992 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -7239602.000000 Penalty: 3663.234619
	Iteration 3Q: 3 clusters Score -7239602 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -7240304.500000 Penalty: 3663.234619
	Iteration 4Q: 3 clusters Score -7240304 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -7241363.000000 Penalty: 3663.234619
	Iteration 5Q: 3 clusters Score -7241363 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49647 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -7243035.000000 Penalty: 3663.234619
	Iteration 6Q: 3 clusters Score -7243035 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54214 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -7245950.500000 Penalty: 3663.234619
	Iteration 7F: 3 clusters Score -7245950 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60175 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -7250759.000000 Penalty: 3663.234619
	Iteration 8F: 3 clusters Score -7250759 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66578 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -7256670.500000 Penalty: 3663.234619
	Iteration 9F: 3 clusters Score -7256670 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71917 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -7261765.500000 Penalty: 3663.234619
	Iteration 10F: 3 clusters Score -7261766 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75443 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -7265261.500000 Penalty: 3663.234619
	Iteration 11Q: 3 clusters Score -7265262 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77292 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -7267016.500000 Penalty: 3663.234619
	Iteration 12Q: 3 clusters Score -7267016 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78009 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -7267682.000000 Penalty: 3663.234619
	Iteration 13Q: 3 clusters Score -7267682 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78224 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7267886.000000 Penalty: 3663.234619
	Iteration 14Q: 3 clusters Score -7267886 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78295 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -7267964.000000 Penalty: 3663.234619
	Iteration 15Q: 3 clusters Score -7267964 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78332 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7267998.500000 Penalty: 3663.234619
	Iteration 16Q: 3 clusters Score -7267998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78354 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -7268029.500000 Penalty: 3663.234619
	Iteration 17Q: 3 clusters Score -7268030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78366 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -7268047.500000 Penalty: 3663.234619
	Iteration 18Q: 3 clusters Score -7268048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78374 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -7268065.500000 Penalty: 3663.234619
	Iteration 19Q: 3 clusters Score -7268066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78378 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -7268071.500000 Penalty: 3663.234619
	Iteration 20F: 3 clusters Score -7268072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78385 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -7268082.000000 Penalty: 3663.234619
	Iteration 21Q: 3 clusters Score -7268082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78390 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -7268092.000000 Penalty: 3663.234619
	Iteration 22Q: 3 clusters Score -7268092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78390 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -7268095.500000 Penalty: 3663.234619
	Iteration 23Q: 3 clusters Score -7268096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78390 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -7268097.500000 Penalty: 3663.234619
	Iteration 24Q: 3 clusters Score -7268098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78392 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -7268099.500000 Penalty: 3663.234619
	Iteration 25Q: 3 clusters Score -7268100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78393 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -7268102.000000 Penalty: 3663.234619
	Iteration 26Q: 3 clusters Score -7268102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78393 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -7268106.000000 Penalty: 3663.234619
	Iteration 27Q: 3 clusters Score -7268106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78392 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -7268102.000000 Penalty: 3663.234619
	Iteration 28Q: 3 clusters Score -7268102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78393 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -7268109.000000 Penalty: 3663.234619
	Iteration 29Q: 3 clusters Score -7268109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78393 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -7268109.000000 Penalty: 3663.234619
	Iteration 30F: 3 clusters Score -7268109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (124965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124965 members 
Entering Unmasked Estep 
Score: -11848482.000000 Penalty: 1907.065796
	Iteration 0F: 2 clusters Score -1.184848e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62717 members 
Mstep: Class 2 contains 62248 members 
Entering Unmasked Estep 
Score: -11764752.000000 Penalty: 3814.131592
	Iteration 0F: 3 clusters Score -1.176475e+07 nChanged 60160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68961 members 
Mstep: Class 2 contains 56004 members 
Entering Unmasked Estep 
Score: -11800796.000000 Penalty: 3814.131592
	Iteration 1F: 3 clusters Score -1.18008e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72934 members 
Mstep: Class 2 contains 52031 members 
Entering Unmasked Estep 
Score: -11803116.000000 Penalty: 3814.131592
	Iteration 2Q: 3 clusters Score -1.180312e+07 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78615 members 
Mstep: Class 2 contains 46350 members 
Entering Unmasked Estep 
Score: -11806757.000000 Penalty: 3814.131592
	Iteration 3F: 3 clusters Score -1.180676e+07 nChanged 8715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86168 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -11812387.000000 Penalty: 3814.131592
	Iteration 4F: 3 clusters Score -1.181239e+07 nChanged 9907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95265 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -11819895.000000 Penalty: 3814.131592
	Iteration 5F: 3 clusters Score -1.18199e+07 nChanged 9650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104497 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -11828106.000000 Penalty: 3814.131592
	Iteration 6F: 3 clusters Score -1.182811e+07 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112328 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -11835158.000000 Penalty: 3814.131592
	Iteration 7F: 3 clusters Score -1.183516e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118030 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -11840319.000000 Penalty: 3814.131592
	Iteration 8Q: 3 clusters Score -1.184032e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121674 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -11843833.000000 Penalty: 3814.131592
	Iteration 9Q: 3 clusters Score -1.184383e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123538 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -11845652.000000 Penalty: 3814.131592
	Iteration 10Q: 3 clusters Score -1.184565e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124225 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -11846258.000000 Penalty: 3814.131592
	Iteration 11Q: 3 clusters Score -1.184626e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124479 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -11846527.000000 Penalty: 3814.131592
	Iteration 12Q: 3 clusters Score -1.184653e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124565 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -11846644.000000 Penalty: 3814.131592
	Iteration 13Q: 3 clusters Score -1.184664e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124616 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -11846712.000000 Penalty: 3814.131592
	Iteration 14Q: 3 clusters Score -1.184671e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124645 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -11846767.000000 Penalty: 3814.131592
	Iteration 15Q: 3 clusters Score -1.184677e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124674 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -11846809.000000 Penalty: 3814.131592
	Iteration 16Q: 3 clusters Score -1.184681e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124679 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -11846832.000000 Penalty: 3814.131592
	Iteration 17Q: 3 clusters Score -1.184683e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124679 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -11846837.000000 Penalty: 3814.131592
	Iteration 18Q: 3 clusters Score -1.184684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124678 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -11846834.000000 Penalty: 3814.131592
	Iteration 19Q: 3 clusters Score -1.184683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124678 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -11846837.000000 Penalty: 3814.131592
	Iteration 20F: 3 clusters Score -1.184684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124680 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -11846838.000000 Penalty: 3814.131592
	Iteration 21Q: 3 clusters Score -1.184684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124680 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -11846838.000000 Penalty: 3814.131592
	Iteration 22F: 3 clusters Score -1.184684e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Entering Unmasked Estep 
Score: -2951200.750000 Penalty: 1685.925781
	Iteration 0F: 2 clusters Score -2951201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2929517.500000 Penalty: 3371.851562
	Iteration 0F: 3 clusters Score -2929518 nChanged 14819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -2938165.500000 Penalty: 3371.851562
	Iteration 1F: 3 clusters Score -2938166 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2938774.000000 Penalty: 3371.851562
	Iteration 2F: 3 clusters Score -2938774 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2939350.250000 Penalty: 3371.851562
	Iteration 3Q: 3 clusters Score -2939350 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -2939937.250000 Penalty: 3371.851562
	Iteration 4Q: 3 clusters Score -2939937 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -2940622.750000 Penalty: 3371.851562
	Iteration 5Q: 3 clusters Score -2940623 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -2941415.000000 Penalty: 3371.851562
	Iteration 6Q: 3 clusters Score -2941415 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -2942397.250000 Penalty: 3371.851562
	Iteration 7Q: 3 clusters Score -2942397 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -2943442.500000 Penalty: 3371.851562
	Iteration 8Q: 3 clusters Score -2943442 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -2944447.000000 Penalty: 3371.851562
	Iteration 9Q: 3 clusters Score -2944447 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -2945304.250000 Penalty: 3371.851562
	Iteration 10Q: 3 clusters Score -2945304 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -2945967.250000 Penalty: 3371.851562
	Iteration 11Q: 3 clusters Score -2945967 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -2946445.250000 Penalty: 3371.851562
	Iteration 12Q: 3 clusters Score -2946445 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -2946838.250000 Penalty: 3371.851562
	Iteration 13Q: 3 clusters Score -2946838 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -2947138.500000 Penalty: 3371.851562
	Iteration 14Q: 3 clusters Score -2947138 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -2947433.000000 Penalty: 3371.851562
	Iteration 15Q: 3 clusters Score -2947433 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -2947722.500000 Penalty: 3371.851562
	Iteration 16Q: 3 clusters Score -2947722 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -2947991.500000 Penalty: 3371.851562
	Iteration 17Q: 3 clusters Score -2947992 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -2948246.250000 Penalty: 3371.851562
	Iteration 18Q: 3 clusters Score -2948246 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -2948485.250000 Penalty: 3371.851562
	Iteration 19Q: 3 clusters Score -2948485 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -2948699.750000 Penalty: 3371.851562
	Iteration 20F: 3 clusters Score -2948700 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -2948886.750000 Penalty: 3371.851562
	Iteration 21Q: 3 clusters Score -2948887 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -2949030.750000 Penalty: 3371.851562
	Iteration 22Q: 3 clusters Score -2949031 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -2949169.750000 Penalty: 3371.851562
	Iteration 23Q: 3 clusters Score -2949170 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -2949269.750000 Penalty: 3371.851562
	Iteration 24Q: 3 clusters Score -2949270 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -2949351.250000 Penalty: 3371.851562
	Iteration 25Q: 3 clusters Score -2949351 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -2949419.250000 Penalty: 3371.851562
	Iteration 26Q: 3 clusters Score -2949419 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -2949456.750000 Penalty: 3371.851562
	Iteration 27Q: 3 clusters Score -2949457 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -2949495.500000 Penalty: 3371.851562
	Iteration 28Q: 3 clusters Score -2949496 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -2949525.750000 Penalty: 3371.851562
	Iteration 29Q: 3 clusters Score -2949526 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -2949546.000000 Penalty: 3371.851562
	Iteration 30Q: 3 clusters Score -2949546 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -2949579.500000 Penalty: 3371.851562
	Iteration 31Q: 3 clusters Score -2949580 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -2949596.000000 Penalty: 3371.851562
	Iteration 32Q: 3 clusters Score -2949596 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -2949632.500000 Penalty: 3371.851562
	Iteration 33Q: 3 clusters Score -2949632 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -2949660.500000 Penalty: 3371.851562
	Iteration 34Q: 3 clusters Score -2949660 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -2949689.500000 Penalty: 3371.851562
	Iteration 35Q: 3 clusters Score -2949690 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -2949709.750000 Penalty: 3371.851562
	Iteration 36Q: 3 clusters Score -2949710 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -2949727.250000 Penalty: 3371.851562
	Iteration 37Q: 3 clusters Score -2949727 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -2949747.000000 Penalty: 3371.851562
	Iteration 38Q: 3 clusters Score -2949747 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -2949757.500000 Penalty: 3371.851562
	Iteration 39Q: 3 clusters Score -2949758 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -2949773.750000 Penalty: 3371.851562
	Iteration 40F: 3 clusters Score -2949774 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -2949787.000000 Penalty: 3371.851562
	Iteration 41Q: 3 clusters Score -2949787 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -2949792.500000 Penalty: 3371.851562
	Iteration 42Q: 3 clusters Score -2949792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -2949801.750000 Penalty: 3371.851562
	Iteration 43Q: 3 clusters Score -2949802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -2949810.000000 Penalty: 3371.851562
	Iteration 44Q: 3 clusters Score -2949810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -2949814.000000 Penalty: 3371.851562
	Iteration 45Q: 3 clusters Score -2949814 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -2949817.750000 Penalty: 3371.851562
	Iteration 46Q: 3 clusters Score -2949818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -2949823.000000 Penalty: 3371.851562
	Iteration 47Q: 3 clusters Score -2949823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -2949828.500000 Penalty: 3371.851562
	Iteration 48Q: 3 clusters Score -2949828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -2949836.500000 Penalty: 3371.851562
	Iteration 49Q: 3 clusters Score -2949836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -2949839.000000 Penalty: 3371.851562
	Iteration 50Q: 3 clusters Score -2949839 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -2949842.500000 Penalty: 3371.851562
	Iteration 51Q: 3 clusters Score -2949842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -2949849.750000 Penalty: 3371.851562
	Iteration 52Q: 3 clusters Score -2949850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -2949855.250000 Penalty: 3371.851562
	Iteration 53Q: 3 clusters Score -2949855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -2949862.250000 Penalty: 3371.851562
	Iteration 54Q: 3 clusters Score -2949862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -2949872.000000 Penalty: 3371.851562
	Iteration 55Q: 3 clusters Score -2949872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -2949873.750000 Penalty: 3371.851562
	Iteration 56Q: 3 clusters Score -2949874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -2949879.250000 Penalty: 3371.851562
	Iteration 57Q: 3 clusters Score -2949879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -2949880.750000 Penalty: 3371.851562
	Iteration 58Q: 3 clusters Score -2949881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -2949884.250000 Penalty: 3371.851562
	Iteration 59Q: 3 clusters Score -2949884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -2949890.000000 Penalty: 3371.851562
	Iteration 60F: 3 clusters Score -2949890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -2949891.250000 Penalty: 3371.851562
	Iteration 61Q: 3 clusters Score -2949891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -2949892.500000 Penalty: 3371.851562
	Iteration 62Q: 3 clusters Score -2949892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -2949894.500000 Penalty: 3371.851562
	Iteration 63Q: 3 clusters Score -2949894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -2949900.000000 Penalty: 3371.851562
	Iteration 64Q: 3 clusters Score -2949900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -2949902.000000 Penalty: 3371.851562
	Iteration 65Q: 3 clusters Score -2949902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -2949904.500000 Penalty: 3371.851562
	Iteration 66Q: 3 clusters Score -2949904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -2949910.500000 Penalty: 3371.851562
	Iteration 67Q: 3 clusters Score -2949910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -2949916.250000 Penalty: 3371.851562
	Iteration 68Q: 3 clusters Score -2949916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -2949918.500000 Penalty: 3371.851562
	Iteration 69Q: 3 clusters Score -2949918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -2949917.250000 Penalty: 3371.851562
	Iteration 70Q: 3 clusters Score -2949917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -2949922.250000 Penalty: 3371.851562
	Iteration 71Q: 3 clusters Score -2949922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -2949921.250000 Penalty: 3371.851562
	Iteration 72Q: 3 clusters Score -2949921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -2949921.250000 Penalty: 3371.851562
	Iteration 73F: 3 clusters Score -2949921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Entering Unmasked Estep 
Score: -318983.562500 Penalty: 1347.090942
	Iteration 0F: 2 clusters Score -318983.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -315611.281250 Penalty: 2694.181885
	Iteration 0F: 3 clusters Score -315611.3 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -316516.593750 Penalty: 2694.181885
	Iteration 1F: 3 clusters Score -316516.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -316735.437500 Penalty: 2694.181885
	Iteration 2F: 3 clusters Score -316735.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -316945.843750 Penalty: 2694.181885
	Iteration 3F: 3 clusters Score -316945.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -317162.375000 Penalty: 2694.181885
	Iteration 4F: 3 clusters Score -317162.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -317381.000000 Penalty: 2694.181885
	Iteration 5F: 3 clusters Score -317381 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -317589.718750 Penalty: 2694.181885
	Iteration 6F: 3 clusters Score -317589.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -317757.343750 Penalty: 2694.181885
	Iteration 7Q: 3 clusters Score -317757.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -317886.031250 Penalty: 2694.181885
	Iteration 8Q: 3 clusters Score -317886 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -317974.218750 Penalty: 2694.181885
	Iteration 9Q: 3 clusters Score -317974.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -318037.250000 Penalty: 2694.181885
	Iteration 10Q: 3 clusters Score -318037.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -318073.187500 Penalty: 2694.181885
	Iteration 11Q: 3 clusters Score -318073.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -318103.406250 Penalty: 2694.181885
	Iteration 12Q: 3 clusters Score -318103.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -318132.593750 Penalty: 2694.181885
	Iteration 13Q: 3 clusters Score -318132.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -318162.656250 Penalty: 2694.181885
	Iteration 14Q: 3 clusters Score -318162.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -318212.093750 Penalty: 2694.181885
	Iteration 15Q: 3 clusters Score -318212.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -318254.281250 Penalty: 2694.181885
	Iteration 16Q: 3 clusters Score -318254.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -318309.062500 Penalty: 2694.181885
	Iteration 17Q: 3 clusters Score -318309.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -318363.312500 Penalty: 2694.181885
	Iteration 18Q: 3 clusters Score -318363.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -318401.031250 Penalty: 2694.181885
	Iteration 19Q: 3 clusters Score -318401 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -318426.781250 Penalty: 2694.181885
	Iteration 20F: 3 clusters Score -318426.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -318456.031250 Penalty: 2694.181885
	Iteration 21Q: 3 clusters Score -318456 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -318483.437500 Penalty: 2694.181885
	Iteration 22Q: 3 clusters Score -318483.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -318517.812500 Penalty: 2694.181885
	Iteration 23Q: 3 clusters Score -318517.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -318546.750000 Penalty: 2694.181885
	Iteration 24Q: 3 clusters Score -318546.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -318569.218750 Penalty: 2694.181885
	Iteration 25Q: 3 clusters Score -318569.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -318584.093750 Penalty: 2694.181885
	Iteration 26Q: 3 clusters Score -318584.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -318591.812500 Penalty: 2694.181885
	Iteration 27Q: 3 clusters Score -318591.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -318599.500000 Penalty: 2694.181885
	Iteration 28Q: 3 clusters Score -318599.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -318607.593750 Penalty: 2694.181885
	Iteration 29Q: 3 clusters Score -318607.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -318617.000000 Penalty: 2694.181885
	Iteration 30Q: 3 clusters Score -318617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -318628.343750 Penalty: 2694.181885
	Iteration 31Q: 3 clusters Score -318628.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -318636.718750 Penalty: 2694.181885
	Iteration 32Q: 3 clusters Score -318636.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -318643.562500 Penalty: 2694.181885
	Iteration 33Q: 3 clusters Score -318643.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -318653.781250 Penalty: 2694.181885
	Iteration 34Q: 3 clusters Score -318653.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -318661.687500 Penalty: 2694.181885
	Iteration 35Q: 3 clusters Score -318661.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -318663.093750 Penalty: 2694.181885
	Iteration 36Q: 3 clusters Score -318663.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -318665.750000 Penalty: 2694.181885
	Iteration 37Q: 3 clusters Score -318665.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -318666.031250 Penalty: 2694.181885
	Iteration 38Q: 3 clusters Score -318666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -318666.812500 Penalty: 2694.181885
	Iteration 39Q: 3 clusters Score -318666.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -318670.000000 Penalty: 2694.181885
	Iteration 40F: 3 clusters Score -318670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -318673.125000 Penalty: 2694.181885
	Iteration 41Q: 3 clusters Score -318673.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -318673.781250 Penalty: 2694.181885
	Iteration 42Q: 3 clusters Score -318673.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -318674.843750 Penalty: 2694.181885
	Iteration 43Q: 3 clusters Score -318674.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -318676.031250 Penalty: 2694.181885
	Iteration 44Q: 3 clusters Score -318676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -318677.062500 Penalty: 2694.181885
	Iteration 45Q: 3 clusters Score -318677.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -318677.906250 Penalty: 2694.181885
	Iteration 46Q: 3 clusters Score -318677.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -318679.468750 Penalty: 2694.181885
	Iteration 47Q: 3 clusters Score -318679.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -318680.281250 Penalty: 2694.181885
	Iteration 48Q: 3 clusters Score -318680.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -318680.687500 Penalty: 2694.181885
	Iteration 49Q: 3 clusters Score -318680.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -318681.718750 Penalty: 2694.181885
	Iteration 50Q: 3 clusters Score -318681.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -318681.906250 Penalty: 2694.181885
	Iteration 51Q: 3 clusters Score -318681.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -318681.906250 Penalty: 2694.181885
	Iteration 52F: 3 clusters Score -318681.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Entering Unmasked Estep 
Score: -582822.062500 Penalty: 1428.121582
	Iteration 0F: 2 clusters Score -582822.1 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 3304 members 
Entering Unmasked Estep 
Score: -577779.875000 Penalty: 2856.243164
	Iteration 0F: 3 clusters Score -577779.9 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -579234.062500 Penalty: 2856.243164
	Iteration 1F: 3 clusters Score -579234.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -579503.187500 Penalty: 2856.243164
	Iteration 2F: 3 clusters Score -579503.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -579741.625000 Penalty: 2856.243164
	Iteration 3F: 3 clusters Score -579741.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -579935.312500 Penalty: 2856.243164
	Iteration 4F: 3 clusters Score -579935.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -580116.812500 Penalty: 2856.243164
	Iteration 5Q: 3 clusters Score -580116.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -580286.312500 Penalty: 2856.243164
	Iteration 6Q: 3 clusters Score -580286.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -580467.125000 Penalty: 2856.243164
	Iteration 7Q: 3 clusters Score -580467.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -580653.500000 Penalty: 2856.243164
	Iteration 8Q: 3 clusters Score -580653.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -580844.500000 Penalty: 2856.243164
	Iteration 9Q: 3 clusters Score -580844.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -581001.437500 Penalty: 2856.243164
	Iteration 10Q: 3 clusters Score -581001.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -581160.687500 Penalty: 2856.243164
	Iteration 11Q: 3 clusters Score -581160.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -581308.250000 Penalty: 2856.243164
	Iteration 12Q: 3 clusters Score -581308.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -581436.937500 Penalty: 2856.243164
	Iteration 13Q: 3 clusters Score -581436.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -581555.812500 Penalty: 2856.243164
	Iteration 14Q: 3 clusters Score -581555.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -581673.250000 Penalty: 2856.243164
	Iteration 15Q: 3 clusters Score -581673.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -581782.187500 Penalty: 2856.243164
	Iteration 16Q: 3 clusters Score -581782.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -581872.375000 Penalty: 2856.243164
	Iteration 17Q: 3 clusters Score -581872.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -581981.500000 Penalty: 2856.243164
	Iteration 18Q: 3 clusters Score -581981.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -582069.812500 Penalty: 2856.243164
	Iteration 19Q: 3 clusters Score -582069.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -582150.750000 Penalty: 2856.243164
	Iteration 20F: 3 clusters Score -582150.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -582220.187500 Penalty: 2856.243164
	Iteration 21Q: 3 clusters Score -582220.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -582271.750000 Penalty: 2856.243164
	Iteration 22Q: 3 clusters Score -582271.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -582295.375000 Penalty: 2856.243164
	Iteration 23Q: 3 clusters Score -582295.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -582310.375000 Penalty: 2856.243164
	Iteration 24Q: 3 clusters Score -582310.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -582326.062500 Penalty: 2856.243164
	Iteration 25Q: 3 clusters Score -582326.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -582336.750000 Penalty: 2856.243164
	Iteration 26Q: 3 clusters Score -582336.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -582347.437500 Penalty: 2856.243164
	Iteration 27Q: 3 clusters Score -582347.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -582355.750000 Penalty: 2856.243164
	Iteration 28Q: 3 clusters Score -582355.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -582362.000000 Penalty: 2856.243164
	Iteration 29Q: 3 clusters Score -582362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -582365.687500 Penalty: 2856.243164
	Iteration 30Q: 3 clusters Score -582365.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -582367.437500 Penalty: 2856.243164
	Iteration 31Q: 3 clusters Score -582367.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -582370.062500 Penalty: 2856.243164
	Iteration 32Q: 3 clusters Score -582370.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -582374.812500 Penalty: 2856.243164
	Iteration 33Q: 3 clusters Score -582374.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -582376.687500 Penalty: 2856.243164
	Iteration 34Q: 3 clusters Score -582376.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -582377.687500 Penalty: 2856.243164
	Iteration 35Q: 3 clusters Score -582377.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -582377.812500 Penalty: 2856.243164
	Iteration 36Q: 3 clusters Score -582377.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -582377.812500 Penalty: 2856.243164
	Iteration 37F: 3 clusters Score -582377.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Entering Unmasked Estep 
Score: -750129.125000 Penalty: 1479.360474
	Iteration 0F: 2 clusters Score -750129.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -743651.687500 Penalty: 2958.720947
	Iteration 0F: 3 clusters Score -743651.7 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -745696.562500 Penalty: 2958.720947
	Iteration 1F: 3 clusters Score -745696.6 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -745984.312500 Penalty: 2958.720947
	Iteration 2F: 3 clusters Score -745984.3 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -746233.687500 Penalty: 2958.720947
	Iteration 3F: 3 clusters Score -746233.7 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -746469.875000 Penalty: 2958.720947
	Iteration 4F: 3 clusters Score -746469.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -746714.562500 Penalty: 2958.720947
	Iteration 5Q: 3 clusters Score -746714.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -746972.062500 Penalty: 2958.720947
	Iteration 6Q: 3 clusters Score -746972.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -747242.000000 Penalty: 2958.720947
	Iteration 7Q: 3 clusters Score -747242 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -747499.312500 Penalty: 2958.720947
	Iteration 8Q: 3 clusters Score -747499.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -747721.187500 Penalty: 2958.720947
	Iteration 9Q: 3 clusters Score -747721.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -747892.500000 Penalty: 2958.720947
	Iteration 10Q: 3 clusters Score -747892.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -748077.875000 Penalty: 2958.720947
	Iteration 11Q: 3 clusters Score -748077.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -748239.375000 Penalty: 2958.720947
	Iteration 12Q: 3 clusters Score -748239.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -748380.000000 Penalty: 2958.720947
	Iteration 13Q: 3 clusters Score -748380 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -748507.250000 Penalty: 2958.720947
	Iteration 14Q: 3 clusters Score -748507.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -748629.000000 Penalty: 2958.720947
	Iteration 15Q: 3 clusters Score -748629 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -748705.250000 Penalty: 2958.720947
	Iteration 16Q: 3 clusters Score -748705.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -748749.187500 Penalty: 2958.720947
	Iteration 17Q: 3 clusters Score -748749.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -748777.062500 Penalty: 2958.720947
	Iteration 18Q: 3 clusters Score -748777.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -748808.375000 Penalty: 2958.720947
	Iteration 19Q: 3 clusters Score -748808.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -748831.250000 Penalty: 2958.720947
	Iteration 20F: 3 clusters Score -748831.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -748850.312500 Penalty: 2958.720947
	Iteration 21Q: 3 clusters Score -748850.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -748871.062500 Penalty: 2958.720947
	Iteration 22Q: 3 clusters Score -748871.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -748882.687500 Penalty: 2958.720947
	Iteration 23Q: 3 clusters Score -748882.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -748893.562500 Penalty: 2958.720947
	Iteration 24Q: 3 clusters Score -748893.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -748902.250000 Penalty: 2958.720947
	Iteration 25Q: 3 clusters Score -748902.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -748912.312500 Penalty: 2958.720947
	Iteration 26Q: 3 clusters Score -748912.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -748915.562500 Penalty: 2958.720947
	Iteration 27Q: 3 clusters Score -748915.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -748921.250000 Penalty: 2958.720947
	Iteration 28Q: 3 clusters Score -748921.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -748924.125000 Penalty: 2958.720947
	Iteration 29Q: 3 clusters Score -748924.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -748926.562500 Penalty: 2958.720947
	Iteration 30Q: 3 clusters Score -748926.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -748930.000000 Penalty: 2958.720947
	Iteration 31Q: 3 clusters Score -748930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -748930.687500 Penalty: 2958.720947
	Iteration 32Q: 3 clusters Score -748930.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -748933.812500 Penalty: 2958.720947
	Iteration 33Q: 3 clusters Score -748933.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -748934.937500 Penalty: 2958.720947
	Iteration 34Q: 3 clusters Score -748934.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -748936.875000 Penalty: 2958.720947
	Iteration 35Q: 3 clusters Score -748936.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -748935.812500 Penalty: 2958.720947
	Iteration 36Q: 3 clusters Score -748935.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -748935.062500 Penalty: 2958.720947
	Iteration 37Q: 3 clusters Score -748935.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -748935.625000 Penalty: 2958.720947
	Iteration 38Q: 3 clusters Score -748935.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -748936.500000 Penalty: 2958.720947
	Iteration 39Q: 3 clusters Score -748936.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -748936.625000 Penalty: 2958.720947
	Iteration 40F: 3 clusters Score -748936.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (68745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68745 members 
Entering Unmasked Estep 
Score: -6351604.500000 Penalty: 1809.950928
	Iteration 0F: 2 clusters Score -6351604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -6305503.000000 Penalty: 3619.901855
	Iteration 0F: 3 clusters Score -6305503 nChanged 32421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -6324498.000000 Penalty: 3619.901855
	Iteration 1F: 3 clusters Score -6324498 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -6325672.500000 Penalty: 3619.901855
	Iteration 2Q: 3 clusters Score -6325672 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -6327457.000000 Penalty: 3619.901855
	Iteration 3F: 3 clusters Score -6327457 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46112 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -6330087.000000 Penalty: 3619.901855
	Iteration 4F: 3 clusters Score -6330087 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50613 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -6333721.000000 Penalty: 3619.901855
	Iteration 5F: 3 clusters Score -6333721 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55622 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -6338007.500000 Penalty: 3619.901855
	Iteration 6F: 3 clusters Score -6338008 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60450 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -6342510.000000 Penalty: 3619.901855
	Iteration 7F: 3 clusters Score -6342510 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64280 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -6346109.500000 Penalty: 3619.901855
	Iteration 8F: 3 clusters Score -6346110 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66595 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -6348220.500000 Penalty: 3619.901855
	Iteration 9Q: 3 clusters Score -6348220 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67735 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -6349255.000000 Penalty: 3619.901855
	Iteration 10Q: 3 clusters Score -6349255 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68218 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6349665.000000 Penalty: 3619.901855
	Iteration 11Q: 3 clusters Score -6349665 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68379 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6349796.500000 Penalty: 3619.901855
	Iteration 12Q: 3 clusters Score -6349796 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68450 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6349866.000000 Penalty: 3619.901855
	Iteration 13Q: 3 clusters Score -6349866 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68485 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -6349913.500000 Penalty: 3619.901855
	Iteration 14Q: 3 clusters Score -6349914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68504 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6349932.000000 Penalty: 3619.901855
	Iteration 15Q: 3 clusters Score -6349932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68516 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6349946.500000 Penalty: 3619.901855
	Iteration 16Q: 3 clusters Score -6349946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68528 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6349970.000000 Penalty: 3619.901855
	Iteration 17Q: 3 clusters Score -6349970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68536 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6349991.000000 Penalty: 3619.901855
	Iteration 18Q: 3 clusters Score -6349991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68541 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6349998.500000 Penalty: 3619.901855
	Iteration 19Q: 3 clusters Score -6349998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68542 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6350010.500000 Penalty: 3619.901855
	Iteration 20F: 3 clusters Score -6350010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68545 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -6350009.000000 Penalty: 3619.901855
	Iteration 21Q: 3 clusters Score -6350009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68545 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -6350011.500000 Penalty: 3619.901855
	Iteration 22Q: 3 clusters Score -6350012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68544 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -6350008.000000 Penalty: 3619.901855
	Iteration 23Q: 3 clusters Score -6350008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68544 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -6350008.000000 Penalty: 3619.901855
	Iteration 24F: 3 clusters Score -6350008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Entering Unmasked Estep 
Score: -249404.031250 Penalty: 1292.699585
	Iteration 0F: 2 clusters Score -249404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -246798.796875 Penalty: 2585.399170
	Iteration 0F: 3 clusters Score -246798.8 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -247393.406250 Penalty: 2585.399170
	Iteration 1F: 3 clusters Score -247393.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -247556.515625 Penalty: 2585.399170
	Iteration 2F: 3 clusters Score -247556.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -247672.343750 Penalty: 2585.399170
	Iteration 3F: 3 clusters Score -247672.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -247743.640625 Penalty: 2585.399170
	Iteration 4Q: 3 clusters Score -247743.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -247797.250000 Penalty: 2585.399170
	Iteration 5Q: 3 clusters Score -247797.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -247842.296875 Penalty: 2585.399170
	Iteration 6Q: 3 clusters Score -247842.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -247888.812500 Penalty: 2585.399170
	Iteration 7Q: 3 clusters Score -247888.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -247945.296875 Penalty: 2585.399170
	Iteration 8Q: 3 clusters Score -247945.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -248002.875000 Penalty: 2585.399170
	Iteration 9Q: 3 clusters Score -248002.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -248048.500000 Penalty: 2585.399170
	Iteration 10Q: 3 clusters Score -248048.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -248096.312500 Penalty: 2585.399170
	Iteration 11Q: 3 clusters Score -248096.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -248146.218750 Penalty: 2585.399170
	Iteration 12Q: 3 clusters Score -248146.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -248174.234375 Penalty: 2585.399170
	Iteration 13Q: 3 clusters Score -248174.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -248207.875000 Penalty: 2585.399170
	Iteration 14Q: 3 clusters Score -248207.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -248234.500000 Penalty: 2585.399170
	Iteration 15Q: 3 clusters Score -248234.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -248254.156250 Penalty: 2585.399170
	Iteration 16Q: 3 clusters Score -248254.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -248273.812500 Penalty: 2585.399170
	Iteration 17Q: 3 clusters Score -248273.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -248285.125000 Penalty: 2585.399170
	Iteration 18Q: 3 clusters Score -248285.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -248292.500000 Penalty: 2585.399170
	Iteration 19Q: 3 clusters Score -248292.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -248299.000000 Penalty: 2585.399170
	Iteration 20F: 3 clusters Score -248299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -248301.343750 Penalty: 2585.399170
	Iteration 21Q: 3 clusters Score -248301.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -248302.734375 Penalty: 2585.399170
	Iteration 22Q: 3 clusters Score -248302.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -248304.984375 Penalty: 2585.399170
	Iteration 23Q: 3 clusters Score -248305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -248308.093750 Penalty: 2585.399170
	Iteration 24Q: 3 clusters Score -248308.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -248312.921875 Penalty: 2585.399170
	Iteration 25Q: 3 clusters Score -248312.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -248316.250000 Penalty: 2585.399170
	Iteration 26Q: 3 clusters Score -248316.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -248319.906250 Penalty: 2585.399170
	Iteration 27Q: 3 clusters Score -248319.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -248322.093750 Penalty: 2585.399170
	Iteration 28Q: 3 clusters Score -248322.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -248322.921875 Penalty: 2585.399170
	Iteration 29Q: 3 clusters Score -248322.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -248323.718750 Penalty: 2585.399170
	Iteration 30Q: 3 clusters Score -248323.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -248325.046875 Penalty: 2585.399170
	Iteration 31Q: 3 clusters Score -248325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -248325.953125 Penalty: 2585.399170
	Iteration 32Q: 3 clusters Score -248326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -248325.484375 Penalty: 2585.399170
	Iteration 33Q: 3 clusters Score -248325.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -248326.765625 Penalty: 2585.399170
	Iteration 34Q: 3 clusters Score -248326.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -248328.890625 Penalty: 2585.399170
	Iteration 35Q: 3 clusters Score -248328.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -248331.156250 Penalty: 2585.399170
	Iteration 36Q: 3 clusters Score -248331.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -248333.312500 Penalty: 2585.399170
	Iteration 37Q: 3 clusters Score -248333.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -248334.656250 Penalty: 2585.399170
	Iteration 38Q: 3 clusters Score -248334.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -248337.437500 Penalty: 2585.399170
	Iteration 39Q: 3 clusters Score -248337.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -248339.343750 Penalty: 2585.399170
	Iteration 40F: 3 clusters Score -248339.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -248340.015625 Penalty: 2585.399170
	Iteration 41Q: 3 clusters Score -248340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -248340.937500 Penalty: 2585.399170
	Iteration 42Q: 3 clusters Score -248340.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -248341.000000 Penalty: 2585.399170
	Iteration 43Q: 3 clusters Score -248341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -248341.000000 Penalty: 2585.399170
	Iteration 44F: 3 clusters Score -248341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -45986.089844 Penalty: 1024.175537
	Iteration 0F: 2 clusters Score -45986.09 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 292 members 
Entering Unmasked Estep 
Score: -44864.527344 Penalty: 2048.351074
	Iteration 0F: 3 clusters Score -44864.53 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -45042.386719 Penalty: 2048.351074
	Iteration 1F: 3 clusters Score -45042.39 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -45109.527344 Penalty: 2048.351074
	Iteration 2F: 3 clusters Score -45109.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -45132.960938 Penalty: 2048.351074
	Iteration 3Q: 3 clusters Score -45132.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -45141.714844 Penalty: 2048.351074
	Iteration 4Q: 3 clusters Score -45141.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -45146.558594 Penalty: 2048.351074
	Iteration 5Q: 3 clusters Score -45146.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -45148.714844 Penalty: 2048.351074
	Iteration 6Q: 3 clusters Score -45148.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -45150.031250 Penalty: 2048.351074
	Iteration 7Q: 3 clusters Score -45150.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -45151.628906 Penalty: 2048.351074
	Iteration 8Q: 3 clusters Score -45151.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -45151.628906 Penalty: 2048.351074
	Iteration 9F: 3 clusters Score -45151.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (39103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Entering Unmasked Estep 
Score: -3633423.250000 Penalty: 1718.267578
	Iteration 0F: 2 clusters Score -3633423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -3607089.000000 Penalty: 3436.535156
	Iteration 0F: 3 clusters Score -3607089 nChanged 18298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -3617480.250000 Penalty: 3436.535156
	Iteration 1F: 3 clusters Score -3617480 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -3617926.750000 Penalty: 3436.535156
	Iteration 2Q: 3 clusters Score -3617927 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -3618422.750000 Penalty: 3436.535156
	Iteration 3Q: 3 clusters Score -3618423 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -3618944.500000 Penalty: 3436.535156
	Iteration 4Q: 3 clusters Score -3618944 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -3619597.250000 Penalty: 3436.535156
	Iteration 5Q: 3 clusters Score -3619597 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -3620410.500000 Penalty: 3436.535156
	Iteration 6Q: 3 clusters Score -3620410 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -3621407.500000 Penalty: 3436.535156
	Iteration 7Q: 3 clusters Score -3621408 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -3622548.500000 Penalty: 3436.535156
	Iteration 8Q: 3 clusters Score -3622548 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -3623843.250000 Penalty: 3436.535156
	Iteration 9Q: 3 clusters Score -3623843 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -3625248.000000 Penalty: 3436.535156
	Iteration 10F: 3 clusters Score -3625248 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -3626594.250000 Penalty: 3436.535156
	Iteration 11F: 3 clusters Score -3626594 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -3627741.500000 Penalty: 3436.535156
	Iteration 12Q: 3 clusters Score -3627742 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -3628801.750000 Penalty: 3436.535156
	Iteration 13Q: 3 clusters Score -3628802 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -3629649.500000 Penalty: 3436.535156
	Iteration 14Q: 3 clusters Score -3629650 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -3630332.250000 Penalty: 3436.535156
	Iteration 15Q: 3 clusters Score -3630332 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -3630818.750000 Penalty: 3436.535156
	Iteration 16Q: 3 clusters Score -3630819 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3631145.000000 Penalty: 3436.535156
	Iteration 17Q: 3 clusters Score -3631145 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3631358.250000 Penalty: 3436.535156
	Iteration 18Q: 3 clusters Score -3631358 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3631527.500000 Penalty: 3436.535156
	Iteration 19Q: 3 clusters Score -3631528 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3631655.500000 Penalty: 3436.535156
	Iteration 20F: 3 clusters Score -3631656 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3631757.500000 Penalty: 3436.535156
	Iteration 21Q: 3 clusters Score -3631758 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3631813.000000 Penalty: 3436.535156
	Iteration 22Q: 3 clusters Score -3631813 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3631851.750000 Penalty: 3436.535156
	Iteration 23Q: 3 clusters Score -3631852 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3631883.000000 Penalty: 3436.535156
	Iteration 24Q: 3 clusters Score -3631883 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3631900.500000 Penalty: 3436.535156
	Iteration 25Q: 3 clusters Score -3631900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3631912.000000 Penalty: 3436.535156
	Iteration 26Q: 3 clusters Score -3631912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3631922.000000 Penalty: 3436.535156
	Iteration 27Q: 3 clusters Score -3631922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3631936.500000 Penalty: 3436.535156
	Iteration 28Q: 3 clusters Score -3631936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38500 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3631945.500000 Penalty: 3436.535156
	Iteration 29Q: 3 clusters Score -3631946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3631950.250000 Penalty: 3436.535156
	Iteration 30Q: 3 clusters Score -3631950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3631954.250000 Penalty: 3436.535156
	Iteration 31Q: 3 clusters Score -3631954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3631967.500000 Penalty: 3436.535156
	Iteration 32Q: 3 clusters Score -3631968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38549 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3631974.000000 Penalty: 3436.535156
	Iteration 33Q: 3 clusters Score -3631974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3631974.000000 Penalty: 3436.535156
	Iteration 34Q: 3 clusters Score -3631974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3631977.500000 Penalty: 3436.535156
	Iteration 35Q: 3 clusters Score -3631978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3631982.500000 Penalty: 3436.535156
	Iteration 36Q: 3 clusters Score -3631982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3631982.750000 Penalty: 3436.535156
	Iteration 37Q: 3 clusters Score -3631983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3631985.000000 Penalty: 3436.535156
	Iteration 38Q: 3 clusters Score -3631985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3631985.500000 Penalty: 3436.535156
	Iteration 39Q: 3 clusters Score -3631986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3631988.500000 Penalty: 3436.535156
	Iteration 40F: 3 clusters Score -3631988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3631991.500000 Penalty: 3436.535156
	Iteration 41Q: 3 clusters Score -3631992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3631995.500000 Penalty: 3436.535156
	Iteration 42Q: 3 clusters Score -3631996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3632000.500000 Penalty: 3436.535156
	Iteration 43Q: 3 clusters Score -3632000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3632002.500000 Penalty: 3436.535156
	Iteration 44Q: 3 clusters Score -3632002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3632004.250000 Penalty: 3436.535156
	Iteration 45Q: 3 clusters Score -3632004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3632004.250000 Penalty: 3436.535156
	Iteration 46Q: 3 clusters Score -3632004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3632003.750000 Penalty: 3436.535156
	Iteration 47Q: 3 clusters Score -3632004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3632002.250000 Penalty: 3436.535156
	Iteration 48Q: 3 clusters Score -3632002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3632002.250000 Penalty: 3436.535156
	Iteration 49F: 3 clusters Score -3632002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Entering Unmasked Estep 
Score: -74427.742188 Penalty: 1127.155640
	Iteration 0F: 2 clusters Score -74427.74 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 527 members 
Entering Unmasked Estep 
Score: -73012.468750 Penalty: 2254.311279
	Iteration 0F: 3 clusters Score -73012.47 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -73395.421875 Penalty: 2254.311279
	Iteration 1F: 3 clusters Score -73395.42 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -73549.828125 Penalty: 2254.311279
	Iteration 2F: 3 clusters Score -73549.83 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -73685.632812 Penalty: 2254.311279
	Iteration 3F: 3 clusters Score -73685.63 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -73780.093750 Penalty: 2254.311279
	Iteration 4F: 3 clusters Score -73780.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -73851.617188 Penalty: 2254.311279
	Iteration 5Q: 3 clusters Score -73851.62 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -73914.179688 Penalty: 2254.311279
	Iteration 6Q: 3 clusters Score -73914.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -73949.164062 Penalty: 2254.311279
	Iteration 7Q: 3 clusters Score -73949.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -73972.289062 Penalty: 2254.311279
	Iteration 8Q: 3 clusters Score -73972.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -73999.546875 Penalty: 2254.311279
	Iteration 9Q: 3 clusters Score -73999.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -74018.398438 Penalty: 2254.311279
	Iteration 10Q: 3 clusters Score -74018.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -74029.617188 Penalty: 2254.311279
	Iteration 11Q: 3 clusters Score -74029.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -74038.835938 Penalty: 2254.311279
	Iteration 12Q: 3 clusters Score -74038.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -74042.710938 Penalty: 2254.311279
	Iteration 13Q: 3 clusters Score -74042.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -74048.632812 Penalty: 2254.311279
	Iteration 14Q: 3 clusters Score -74048.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -74053.492188 Penalty: 2254.311279
	Iteration 15Q: 3 clusters Score -74053.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -74056.445312 Penalty: 2254.311279
	Iteration 16Q: 3 clusters Score -74056.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -74059.500000 Penalty: 2254.311279
	Iteration 17Q: 3 clusters Score -74059.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -74060.328125 Penalty: 2254.311279
	Iteration 18Q: 3 clusters Score -74060.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -74062.203125 Penalty: 2254.311279
	Iteration 19Q: 3 clusters Score -74062.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -74068.078125 Penalty: 2254.311279
	Iteration 20F: 3 clusters Score -74068.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -74071.820312 Penalty: 2254.311279
	Iteration 21Q: 3 clusters Score -74071.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -74077.984375 Penalty: 2254.311279
	Iteration 22Q: 3 clusters Score -74077.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -74084.664062 Penalty: 2254.311279
	Iteration 23Q: 3 clusters Score -74084.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -74092.328125 Penalty: 2254.311279
	Iteration 24Q: 3 clusters Score -74092.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -74099.921875 Penalty: 2254.311279
	Iteration 25Q: 3 clusters Score -74099.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -74105.851562 Penalty: 2254.311279
	Iteration 26Q: 3 clusters Score -74105.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -74112.750000 Penalty: 2254.311279
	Iteration 27Q: 3 clusters Score -74112.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -74118.546875 Penalty: 2254.311279
	Iteration 28Q: 3 clusters Score -74118.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -74120.921875 Penalty: 2254.311279
	Iteration 29Q: 3 clusters Score -74120.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -74124.367188 Penalty: 2254.311279
	Iteration 30Q: 3 clusters Score -74124.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -74127.375000 Penalty: 2254.311279
	Iteration 31Q: 3 clusters Score -74127.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -74130.671875 Penalty: 2254.311279
	Iteration 32Q: 3 clusters Score -74130.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -74135.078125 Penalty: 2254.311279
	Iteration 33Q: 3 clusters Score -74135.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -74135.687500 Penalty: 2254.311279
	Iteration 34Q: 3 clusters Score -74135.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -74136.242188 Penalty: 2254.311279
	Iteration 35Q: 3 clusters Score -74136.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -74137.109375 Penalty: 2254.311279
	Iteration 36Q: 3 clusters Score -74137.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -74137.585938 Penalty: 2254.311279
	Iteration 37Q: 3 clusters Score -74137.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -74138.234375 Penalty: 2254.311279
	Iteration 38Q: 3 clusters Score -74138.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -74138.867188 Penalty: 2254.311279
	Iteration 39Q: 3 clusters Score -74138.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -74139.695312 Penalty: 2254.311279
	Iteration 40F: 3 clusters Score -74139.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -74140.890625 Penalty: 2254.311279
	Iteration 41Q: 3 clusters Score -74140.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -74141.984375 Penalty: 2254.311279
	Iteration 42Q: 3 clusters Score -74141.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -74144.500000 Penalty: 2254.311279
	Iteration 43Q: 3 clusters Score -74144.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -74148.429688 Penalty: 2254.311279
	Iteration 44Q: 3 clusters Score -74148.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -74150.976562 Penalty: 2254.311279
	Iteration 45Q: 3 clusters Score -74150.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -74151.859375 Penalty: 2254.311279
	Iteration 46Q: 3 clusters Score -74151.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -74151.859375 Penalty: 2254.311279
	Iteration 47F: 3 clusters Score -74151.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Entering Unmasked Estep 
Score: -284290.093750 Penalty: 1312.534790
	Iteration 0F: 2 clusters Score -284290.1 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 1603 members 
Entering Unmasked Estep 
Score: -281395.093750 Penalty: 2625.069580
	Iteration 0F: 3 clusters Score -281395.1 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -282085.406250 Penalty: 2625.069580
	Iteration 1F: 3 clusters Score -282085.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -282218.062500 Penalty: 2625.069580
	Iteration 2F: 3 clusters Score -282218.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -282306.000000 Penalty: 2625.069580
	Iteration 3Q: 3 clusters Score -282306 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -282376.156250 Penalty: 2625.069580
	Iteration 4Q: 3 clusters Score -282376.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -282435.843750 Penalty: 2625.069580
	Iteration 5Q: 3 clusters Score -282435.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -282487.656250 Penalty: 2625.069580
	Iteration 6Q: 3 clusters Score -282487.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -282552.500000 Penalty: 2625.069580
	Iteration 7Q: 3 clusters Score -282552.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -282645.468750 Penalty: 2625.069580
	Iteration 8Q: 3 clusters Score -282645.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -282730.406250 Penalty: 2625.069580
	Iteration 9Q: 3 clusters Score -282730.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -282808.906250 Penalty: 2625.069580
	Iteration 10Q: 3 clusters Score -282808.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -282902.281250 Penalty: 2625.069580
	Iteration 11Q: 3 clusters Score -282902.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -283004.531250 Penalty: 2625.069580
	Iteration 12Q: 3 clusters Score -283004.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -283096.406250 Penalty: 2625.069580
	Iteration 13Q: 3 clusters Score -283096.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -283202.562500 Penalty: 2625.069580
	Iteration 14Q: 3 clusters Score -283202.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -283305.718750 Penalty: 2625.069580
	Iteration 15Q: 3 clusters Score -283305.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -283459.750000 Penalty: 2625.069580
	Iteration 16Q: 3 clusters Score -283459.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -283717.031250 Penalty: 2625.069580
	Iteration 17Q: 3 clusters Score -283717 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -284171.281250 Penalty: 2625.069580
	Iteration 18Q: 3 clusters Score -284171.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -284548.968750 Penalty: 2625.069580
	Iteration 19Q: 3 clusters Score -284549 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -284747.312500 Penalty: 2625.069580
	Iteration 20F: 3 clusters Score -284747.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -284825.343750 Penalty: 2625.069580
	Iteration 21Q: 3 clusters Score -284825.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -284859.156250 Penalty: 2625.069580
	Iteration 22Q: 3 clusters Score -284859.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -284889.093750 Penalty: 2625.069580
	Iteration 23Q: 3 clusters Score -284889.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -284951.187500 Penalty: 2625.069580
	Iteration 24Q: 3 clusters Score -284951.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -284997.875000 Penalty: 2625.069580
	Iteration 25Q: 3 clusters Score -284997.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -285026.187500 Penalty: 2625.069580
	Iteration 26Q: 3 clusters Score -285026.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -285039.312500 Penalty: 2625.069580
	Iteration 27Q: 3 clusters Score -285039.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -285046.656250 Penalty: 2625.069580
	Iteration 28Q: 3 clusters Score -285046.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -285048.593750 Penalty: 2625.069580
	Iteration 29Q: 3 clusters Score -285048.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -285049.968750 Penalty: 2625.069580
	Iteration 30Q: 3 clusters Score -285050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -285052.187500 Penalty: 2625.069580
	Iteration 31Q: 3 clusters Score -285052.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -285055.343750 Penalty: 2625.069580
	Iteration 32Q: 3 clusters Score -285055.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -285057.500000 Penalty: 2625.069580
	Iteration 33Q: 3 clusters Score -285057.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -285057.718750 Penalty: 2625.069580
	Iteration 34Q: 3 clusters Score -285057.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -285057.718750 Penalty: 2625.069580
	Iteration 35F: 3 clusters Score -285057.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7389 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 13302 members 
Mstep: Class 5 contains 22524 members 
Mstep: Class 6 contains 8294 members 
Mstep: Class 7 contains 14890 members 
Mstep: Class 8 contains 10853 members 
Mstep: Class 9 contains 6672 members 
Mstep: Class 10 contains 126763 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114597 members 
Mstep: Class 16 contains 78550 members 
Mstep: Class 17 contains 124965 members 
Mstep: Class 18 contains 32046 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 21 contains 8989 members 
Mstep: Class 22 contains 68745 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39103 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 1273 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27901 members 
Mstep: Class 30 contains 59824 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 1359 members 
Mstep: Class 36 contains 8040 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8903 members 
Mstep: Class 39 contains 4286 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13672 members 
Mstep: Class 42 contains 6986 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4122 members 
Mstep: Class 45 contains 13307 members 
Mstep: Class 46 contains 1947 members 
Entering Unmasked Estep 
Score: -84457656.000000 Penalty: 102952.773438
Splitting cluster 27 changes total score from -84457808.000000 to -84457656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (1679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Entering Unmasked Estep 
Score: -144877.546875 Penalty: 1206.717529
	Iteration 0F: 2 clusters Score -144877.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -143009.578125 Penalty: 2413.435059
	Iteration 0F: 3 clusters Score -143009.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -143353.109375 Penalty: 2413.435059
	Iteration 1F: 3 clusters Score -143353.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -143458.484375 Penalty: 2413.435059
	Iteration 2F: 3 clusters Score -143458.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -143531.109375 Penalty: 2413.435059
	Iteration 3F: 3 clusters Score -143531.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -143602.218750 Penalty: 2413.435059
	Iteration 4Q: 3 clusters Score -143602.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -143670.359375 Penalty: 2413.435059
	Iteration 5Q: 3 clusters Score -143670.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -143746.687500 Penalty: 2413.435059
	Iteration 6Q: 3 clusters Score -143746.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -143805.843750 Penalty: 2413.435059
	Iteration 7Q: 3 clusters Score -143805.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -143870.703125 Penalty: 2413.435059
	Iteration 8Q: 3 clusters Score -143870.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -143945.671875 Penalty: 2413.435059
	Iteration 9Q: 3 clusters Score -143945.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -144033.421875 Penalty: 2413.435059
	Iteration 10Q: 3 clusters Score -144033.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -144270.078125 Penalty: 2413.435059
	Iteration 11Q: 3 clusters Score -144270.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -144635.484375 Penalty: 2413.435059
	Iteration 12F: 3 clusters Score -144635.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -144777.875000 Penalty: 2413.435059
	Iteration 13Q: 3 clusters Score -144777.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -144843.656250 Penalty: 2413.435059
	Iteration 14Q: 3 clusters Score -144843.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -144887.750000 Penalty: 2413.435059
	Iteration 15Q: 3 clusters Score -144887.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -144920.187500 Penalty: 2413.435059
	Iteration 16Q: 3 clusters Score -144920.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -144973.765625 Penalty: 2413.435059
	Iteration 17Q: 3 clusters Score -144973.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -145029.468750 Penalty: 2413.435059
	Iteration 18Q: 3 clusters Score -145029.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -145091.906250 Penalty: 2413.435059
	Iteration 19Q: 3 clusters Score -145091.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -145156.625000 Penalty: 2413.435059
	Iteration 20F: 3 clusters Score -145156.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -145195.265625 Penalty: 2413.435059
	Iteration 21Q: 3 clusters Score -145195.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -145219.812500 Penalty: 2413.435059
	Iteration 22Q: 3 clusters Score -145219.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -145238.687500 Penalty: 2413.435059
	Iteration 23Q: 3 clusters Score -145238.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -145251.984375 Penalty: 2413.435059
	Iteration 24Q: 3 clusters Score -145252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -145269.437500 Penalty: 2413.435059
	Iteration 25Q: 3 clusters Score -145269.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -145277.453125 Penalty: 2413.435059
	Iteration 26Q: 3 clusters Score -145277.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -145284.718750 Penalty: 2413.435059
	Iteration 27Q: 3 clusters Score -145284.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -145288.406250 Penalty: 2413.435059
	Iteration 28Q: 3 clusters Score -145288.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -145290.718750 Penalty: 2413.435059
	Iteration 29Q: 3 clusters Score -145290.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -145290.718750 Penalty: 2413.435059
	Iteration 30F: 3 clusters Score -145290.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7389 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 13302 members 
Mstep: Class 5 contains 22524 members 
Mstep: Class 6 contains 8294 members 
Mstep: Class 7 contains 14890 members 
Mstep: Class 8 contains 10853 members 
Mstep: Class 9 contains 6672 members 
Mstep: Class 10 contains 126763 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114597 members 
Mstep: Class 16 contains 78550 members 
Mstep: Class 17 contains 124965 members 
Mstep: Class 18 contains 32046 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 21 contains 8989 members 
Mstep: Class 22 contains 68745 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39103 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3220 members 
Mstep: Class 28 contains 477 members 
Mstep: Class 29 contains 27901 members 
Mstep: Class 30 contains 59824 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 1359 members 
Mstep: Class 36 contains 8040 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8903 members 
Mstep: Class 39 contains 4286 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13672 members 
Mstep: Class 42 contains 6986 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4122 members 
Mstep: Class 45 contains 13307 members 
Mstep: Class 46 contains 1202 members 
Entering Unmasked Estep 
Score: -84457256.000000 Penalty: 102952.773438
Splitting cluster 28 changes total score from -84457808.000000 to -84457256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (27901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Entering Unmasked Estep 
Score: -2307971.750000 Penalty: 1663.417847
	Iteration 0F: 2 clusters Score -2307972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -2289125.000000 Penalty: 3326.835693
	Iteration 0F: 3 clusters Score -2289125 nChanged 12832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -2296827.250000 Penalty: 3326.835693
	Iteration 1F: 3 clusters Score -2296827 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -2297611.000000 Penalty: 3326.835693
	Iteration 2F: 3 clusters Score -2297611 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -2298495.500000 Penalty: 3326.835693
	Iteration 3F: 3 clusters Score -2298496 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2299473.500000 Penalty: 3326.835693
	Iteration 4F: 3 clusters Score -2299474 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -2300398.750000 Penalty: 3326.835693
	Iteration 5F: 3 clusters Score -2300399 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2301274.000000 Penalty: 3326.835693
	Iteration 6F: 3 clusters Score -2301274 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2301986.250000 Penalty: 3326.835693
	Iteration 7Q: 3 clusters Score -2301986 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2302641.750000 Penalty: 3326.835693
	Iteration 8Q: 3 clusters Score -2302642 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2303211.000000 Penalty: 3326.835693
	Iteration 9Q: 3 clusters Score -2303211 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2303659.000000 Penalty: 3326.835693
	Iteration 10Q: 3 clusters Score -2303659 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -2304052.500000 Penalty: 3326.835693
	Iteration 11Q: 3 clusters Score -2304052 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -2304375.500000 Penalty: 3326.835693
	Iteration 12Q: 3 clusters Score -2304376 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -2304723.750000 Penalty: 3326.835693
	Iteration 13Q: 3 clusters Score -2304724 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -2305070.250000 Penalty: 3326.835693
	Iteration 14Q: 3 clusters Score -2305070 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -2305453.500000 Penalty: 3326.835693
	Iteration 15Q: 3 clusters Score -2305454 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -2305835.500000 Penalty: 3326.835693
	Iteration 16Q: 3 clusters Score -2305836 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2306124.500000 Penalty: 3326.835693
	Iteration 17Q: 3 clusters Score -2306124 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2306365.750000 Penalty: 3326.835693
	Iteration 18Q: 3 clusters Score -2306366 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2306514.250000 Penalty: 3326.835693
	Iteration 19Q: 3 clusters Score -2306514 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -2306617.000000 Penalty: 3326.835693
	Iteration 20F: 3 clusters Score -2306617 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2306704.750000 Penalty: 3326.835693
	Iteration 21Q: 3 clusters Score -2306705 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2306766.250000 Penalty: 3326.835693
	Iteration 22Q: 3 clusters Score -2306766 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2306825.500000 Penalty: 3326.835693
	Iteration 23Q: 3 clusters Score -2306826 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -2306888.500000 Penalty: 3326.835693
	Iteration 24Q: 3 clusters Score -2306888 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2306918.000000 Penalty: 3326.835693
	Iteration 25Q: 3 clusters Score -2306918 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2306959.500000 Penalty: 3326.835693
	Iteration 26Q: 3 clusters Score -2306960 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2306987.000000 Penalty: 3326.835693
	Iteration 27Q: 3 clusters Score -2306987 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2307023.500000 Penalty: 3326.835693
	Iteration 28Q: 3 clusters Score -2307024 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2307050.500000 Penalty: 3326.835693
	Iteration 29Q: 3 clusters Score -2307050 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2307069.000000 Penalty: 3326.835693
	Iteration 30Q: 3 clusters Score -2307069 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2307081.250000 Penalty: 3326.835693
	Iteration 31Q: 3 clusters Score -2307081 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2307103.500000 Penalty: 3326.835693
	Iteration 32Q: 3 clusters Score -2307104 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2307111.500000 Penalty: 3326.835693
	Iteration 33Q: 3 clusters Score -2307112 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2307133.250000 Penalty: 3326.835693
	Iteration 34Q: 3 clusters Score -2307133 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2307144.000000 Penalty: 3326.835693
	Iteration 35Q: 3 clusters Score -2307144 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2307160.500000 Penalty: 3326.835693
	Iteration 36Q: 3 clusters Score -2307160 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2307178.000000 Penalty: 3326.835693
	Iteration 37Q: 3 clusters Score -2307178 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2307203.500000 Penalty: 3326.835693
	Iteration 38Q: 3 clusters Score -2307204 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2307238.250000 Penalty: 3326.835693
	Iteration 39Q: 3 clusters Score -2307238 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2307273.250000 Penalty: 3326.835693
	Iteration 40F: 3 clusters Score -2307273 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2307318.500000 Penalty: 3326.835693
	Iteration 41Q: 3 clusters Score -2307318 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2307358.250000 Penalty: 3326.835693
	Iteration 42Q: 3 clusters Score -2307358 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2307378.250000 Penalty: 3326.835693
	Iteration 43Q: 3 clusters Score -2307378 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2307384.000000 Penalty: 3326.835693
	Iteration 44Q: 3 clusters Score -2307384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2307394.500000 Penalty: 3326.835693
	Iteration 45Q: 3 clusters Score -2307394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2307404.750000 Penalty: 3326.835693
	Iteration 46Q: 3 clusters Score -2307405 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2307413.500000 Penalty: 3326.835693
	Iteration 47Q: 3 clusters Score -2307414 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2307428.250000 Penalty: 3326.835693
	Iteration 48Q: 3 clusters Score -2307428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2307437.000000 Penalty: 3326.835693
	Iteration 49Q: 3 clusters Score -2307437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2307433.000000 Penalty: 3326.835693
	Iteration 50Q: 3 clusters Score -2307433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2307436.000000 Penalty: 3326.835693
	Iteration 51Q: 3 clusters Score -2307436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2307444.750000 Penalty: 3326.835693
	Iteration 52Q: 3 clusters Score -2307445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2307453.750000 Penalty: 3326.835693
	Iteration 53Q: 3 clusters Score -2307454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2307458.750000 Penalty: 3326.835693
	Iteration 54Q: 3 clusters Score -2307459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2307459.750000 Penalty: 3326.835693
	Iteration 55Q: 3 clusters Score -2307460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2307459.500000 Penalty: 3326.835693
	Iteration 56Q: 3 clusters Score -2307460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2307459.750000 Penalty: 3326.835693
	Iteration 57Q: 3 clusters Score -2307460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2307458.500000 Penalty: 3326.835693
	Iteration 58Q: 3 clusters Score -2307458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2307459.000000 Penalty: 3326.835693
	Iteration 59Q: 3 clusters Score -2307459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2307459.000000 Penalty: 3326.835693
	Iteration 60F: 3 clusters Score -2307459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (59824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59824 members 
Entering Unmasked Estep 
Score: -5494759.500000 Penalty: 1787.363892
	Iteration 0F: 2 clusters Score -5494760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -5454918.000000 Penalty: 3574.727783
	Iteration 0F: 3 clusters Score -5454918 nChanged 28214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -5471025.500000 Penalty: 3574.727783
	Iteration 1F: 3 clusters Score -5471026 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -5471878.500000 Penalty: 3574.727783
	Iteration 2Q: 3 clusters Score -5471878 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -5473016.000000 Penalty: 3574.727783
	Iteration 3Q: 3 clusters Score -5473016 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -5474443.000000 Penalty: 3574.727783
	Iteration 4F: 3 clusters Score -5474443 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -5475861.000000 Penalty: 3574.727783
	Iteration 5F: 3 clusters Score -5475861 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -5477442.000000 Penalty: 3574.727783
	Iteration 6F: 3 clusters Score -5477442 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -5478947.000000 Penalty: 3574.727783
	Iteration 7F: 3 clusters Score -5478947 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -5480578.500000 Penalty: 3574.727783
	Iteration 8Q: 3 clusters Score -5480578 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -5482245.000000 Penalty: 3574.727783
	Iteration 9Q: 3 clusters Score -5482245 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47837 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -5484124.000000 Penalty: 3574.727783
	Iteration 10Q: 3 clusters Score -5484124 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50479 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -5486149.500000 Penalty: 3574.727783
	Iteration 11Q: 3 clusters Score -5486150 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52835 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -5488016.500000 Penalty: 3574.727783
	Iteration 12Q: 3 clusters Score -5488016 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54722 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -5489537.500000 Penalty: 3574.727783
	Iteration 13Q: 3 clusters Score -5489538 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56142 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -5490635.000000 Penalty: 3574.727783
	Iteration 14Q: 3 clusters Score -5490635 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57160 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -5491447.500000 Penalty: 3574.727783
	Iteration 15Q: 3 clusters Score -5491448 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57910 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -5492019.000000 Penalty: 3574.727783
	Iteration 16Q: 3 clusters Score -5492019 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58448 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -5492440.500000 Penalty: 3574.727783
	Iteration 17Q: 3 clusters Score -5492440 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58780 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -5492696.500000 Penalty: 3574.727783
	Iteration 18Q: 3 clusters Score -5492696 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59008 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5492844.000000 Penalty: 3574.727783
	Iteration 19Q: 3 clusters Score -5492844 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59155 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5492968.500000 Penalty: 3574.727783
	Iteration 20F: 3 clusters Score -5492968 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59257 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5493059.000000 Penalty: 3574.727783
	Iteration 21Q: 3 clusters Score -5493059 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59319 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5493115.000000 Penalty: 3574.727783
	Iteration 22Q: 3 clusters Score -5493115 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59362 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5493157.000000 Penalty: 3574.727783
	Iteration 23Q: 3 clusters Score -5493157 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59390 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5493167.500000 Penalty: 3574.727783
	Iteration 24Q: 3 clusters Score -5493168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59415 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5493192.000000 Penalty: 3574.727783
	Iteration 25Q: 3 clusters Score -5493192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59430 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5493210.500000 Penalty: 3574.727783
	Iteration 26Q: 3 clusters Score -5493210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59439 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5493219.500000 Penalty: 3574.727783
	Iteration 27Q: 3 clusters Score -5493220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59447 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5493237.500000 Penalty: 3574.727783
	Iteration 28Q: 3 clusters Score -5493238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59452 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5493235.500000 Penalty: 3574.727783
	Iteration 29Q: 3 clusters Score -5493236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59457 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5493242.500000 Penalty: 3574.727783
	Iteration 30Q: 3 clusters Score -5493242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59463 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5493245.500000 Penalty: 3574.727783
	Iteration 31Q: 3 clusters Score -5493246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59468 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5493246.500000 Penalty: 3574.727783
	Iteration 32Q: 3 clusters Score -5493246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59469 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5493251.000000 Penalty: 3574.727783
	Iteration 33Q: 3 clusters Score -5493251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59472 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -5493258.500000 Penalty: 3574.727783
	Iteration 34Q: 3 clusters Score -5493258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59473 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5493255.500000 Penalty: 3574.727783
	Iteration 35Q: 3 clusters Score -5493256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59474 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5493255.000000 Penalty: 3574.727783
	Iteration 36Q: 3 clusters Score -5493255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59474 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5493255.000000 Penalty: 3574.727783
	Iteration 37F: 3 clusters Score -5493255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Entering Unmasked Estep 
Score: -105965.460938 Penalty: 1162.370972
	Iteration 0F: 2 clusters Score -105965.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -104374.671875 Penalty: 2324.741943
	Iteration 0F: 3 clusters Score -104374.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -104708.835938 Penalty: 2324.741943
	Iteration 1F: 3 clusters Score -104708.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -104860.476562 Penalty: 2324.741943
	Iteration 2F: 3 clusters Score -104860.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -104933.375000 Penalty: 2324.741943
	Iteration 3F: 3 clusters Score -104933.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -104995.320312 Penalty: 2324.741943
	Iteration 4Q: 3 clusters Score -104995.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -105028.546875 Penalty: 2324.741943
	Iteration 5Q: 3 clusters Score -105028.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -105051.195312 Penalty: 2324.741943
	Iteration 6Q: 3 clusters Score -105051.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -105080.960938 Penalty: 2324.741943
	Iteration 7Q: 3 clusters Score -105081 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -105113.601562 Penalty: 2324.741943
	Iteration 8Q: 3 clusters Score -105113.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -105142.695312 Penalty: 2324.741943
	Iteration 9Q: 3 clusters Score -105142.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -105165.398438 Penalty: 2324.741943
	Iteration 10Q: 3 clusters Score -105165.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -105192.765625 Penalty: 2324.741943
	Iteration 11Q: 3 clusters Score -105192.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -105206.812500 Penalty: 2324.741943
	Iteration 12Q: 3 clusters Score -105206.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -105216.351562 Penalty: 2324.741943
	Iteration 13Q: 3 clusters Score -105216.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -105224.304688 Penalty: 2324.741943
	Iteration 14Q: 3 clusters Score -105224.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -105230.164062 Penalty: 2324.741943
	Iteration 15Q: 3 clusters Score -105230.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -105241.109375 Penalty: 2324.741943
	Iteration 16Q: 3 clusters Score -105241.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -105247.679688 Penalty: 2324.741943
	Iteration 17Q: 3 clusters Score -105247.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -105249.000000 Penalty: 2324.741943
	Iteration 18Q: 3 clusters Score -105249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -105249.000000 Penalty: 2324.741943
	Iteration 19F: 3 clusters Score -105249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Entering Unmasked Estep 
Score: -128169.953125 Penalty: 1218.386230
	Iteration 0F: 2 clusters Score -128170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -126220.203125 Penalty: 2436.772461
	Iteration 0F: 3 clusters Score -126220.2 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -126844.460938 Penalty: 2436.772461
	Iteration 1F: 3 clusters Score -126844.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -127029.546875 Penalty: 2436.772461
	Iteration 2F: 3 clusters Score -127029.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -127171.367188 Penalty: 2436.772461
	Iteration 3F: 3 clusters Score -127171.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -127247.593750 Penalty: 2436.772461
	Iteration 4Q: 3 clusters Score -127247.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -127290.617188 Penalty: 2436.772461
	Iteration 5Q: 3 clusters Score -127290.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -127319.921875 Penalty: 2436.772461
	Iteration 6Q: 3 clusters Score -127319.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -127344.328125 Penalty: 2436.772461
	Iteration 7Q: 3 clusters Score -127344.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -127363.484375 Penalty: 2436.772461
	Iteration 8Q: 3 clusters Score -127363.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -127381.476562 Penalty: 2436.772461
	Iteration 9Q: 3 clusters Score -127381.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -127407.101562 Penalty: 2436.772461
	Iteration 10Q: 3 clusters Score -127407.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -127415.156250 Penalty: 2436.772461
	Iteration 11Q: 3 clusters Score -127415.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -127420.414062 Penalty: 2436.772461
	Iteration 12Q: 3 clusters Score -127420.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -127423.679688 Penalty: 2436.772461
	Iteration 13Q: 3 clusters Score -127423.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -127425.195312 Penalty: 2436.772461
	Iteration 14Q: 3 clusters Score -127425.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -127426.531250 Penalty: 2436.772461
	Iteration 15Q: 3 clusters Score -127426.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -127427.328125 Penalty: 2436.772461
	Iteration 16Q: 3 clusters Score -127427.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -127428.531250 Penalty: 2436.772461
	Iteration 17Q: 3 clusters Score -127428.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -127429.296875 Penalty: 2436.772461
	Iteration 18Q: 3 clusters Score -127429.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -127429.789062 Penalty: 2436.772461
	Iteration 19Q: 3 clusters Score -127429.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -127430.242188 Penalty: 2436.772461
	Iteration 20F: 3 clusters Score -127430.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -127430.781250 Penalty: 2436.772461
	Iteration 21Q: 3 clusters Score -127430.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -127431.742188 Penalty: 2436.772461
	Iteration 22Q: 3 clusters Score -127431.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -127432.367188 Penalty: 2436.772461
	Iteration 23Q: 3 clusters Score -127432.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -127433.585938 Penalty: 2436.772461
	Iteration 24Q: 3 clusters Score -127433.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -127439.843750 Penalty: 2436.772461
	Iteration 25Q: 3 clusters Score -127439.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -127464.695312 Penalty: 2436.772461
	Iteration 26Q: 3 clusters Score -127464.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -127479.273438 Penalty: 2436.772461
	Iteration 27Q: 3 clusters Score -127479.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -127483.421875 Penalty: 2436.772461
	Iteration 28Q: 3 clusters Score -127483.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -127488.148438 Penalty: 2436.772461
	Iteration 29Q: 3 clusters Score -127488.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -127489.804688 Penalty: 2436.772461
	Iteration 30Q: 3 clusters Score -127489.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -127491.039062 Penalty: 2436.772461
	Iteration 31Q: 3 clusters Score -127491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -127492.453125 Penalty: 2436.772461
	Iteration 32Q: 3 clusters Score -127492.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -127492.812500 Penalty: 2436.772461
	Iteration 33Q: 3 clusters Score -127492.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -127493.718750 Penalty: 2436.772461
	Iteration 34Q: 3 clusters Score -127493.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -127494.320312 Penalty: 2436.772461
	Iteration 35Q: 3 clusters Score -127494.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -127494.656250 Penalty: 2436.772461
	Iteration 36Q: 3 clusters Score -127494.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -127496.101562 Penalty: 2436.772461
	Iteration 37Q: 3 clusters Score -127496.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -127497.468750 Penalty: 2436.772461
	Iteration 38Q: 3 clusters Score -127497.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -127498.281250 Penalty: 2436.772461
	Iteration 39Q: 3 clusters Score -127498.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -127502.843750 Penalty: 2436.772461
	Iteration 40F: 3 clusters Score -127502.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -127504.562500 Penalty: 2436.772461
	Iteration 41Q: 3 clusters Score -127504.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -127506.328125 Penalty: 2436.772461
	Iteration 42Q: 3 clusters Score -127506.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -127508.054688 Penalty: 2436.772461
	Iteration 43Q: 3 clusters Score -127508.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -127510.859375 Penalty: 2436.772461
	Iteration 44Q: 3 clusters Score -127510.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -127512.234375 Penalty: 2436.772461
	Iteration 45Q: 3 clusters Score -127512.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -127513.078125 Penalty: 2436.772461
	Iteration 46Q: 3 clusters Score -127513.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -127513.679688 Penalty: 2436.772461
	Iteration 47Q: 3 clusters Score -127513.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -127514.656250 Penalty: 2436.772461
	Iteration 48Q: 3 clusters Score -127514.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -127515.468750 Penalty: 2436.772461
	Iteration 49Q: 3 clusters Score -127515.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -127516.507812 Penalty: 2436.772461
	Iteration 50Q: 3 clusters Score -127516.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -127516.593750 Penalty: 2436.772461
	Iteration 51Q: 3 clusters Score -127516.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -127516.593750 Penalty: 2436.772461
	Iteration 52F: 3 clusters Score -127516.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -152120.000000 Penalty: 1215.294434
	Iteration 0F: 2 clusters Score -152120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -150186.421875 Penalty: 2430.588867
	Iteration 0F: 3 clusters Score -150186.4 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -150613.375000 Penalty: 2430.588867
	Iteration 1F: 3 clusters Score -150613.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -150742.765625 Penalty: 2430.588867
	Iteration 2F: 3 clusters Score -150742.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -150841.296875 Penalty: 2430.588867
	Iteration 3F: 3 clusters Score -150841.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -150928.671875 Penalty: 2430.588867
	Iteration 4Q: 3 clusters Score -150928.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -151003.062500 Penalty: 2430.588867
	Iteration 5Q: 3 clusters Score -151003.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -151048.765625 Penalty: 2430.588867
	Iteration 6Q: 3 clusters Score -151048.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -151082.515625 Penalty: 2430.588867
	Iteration 7Q: 3 clusters Score -151082.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -151106.828125 Penalty: 2430.588867
	Iteration 8Q: 3 clusters Score -151106.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -151121.750000 Penalty: 2430.588867
	Iteration 9Q: 3 clusters Score -151121.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -151134.000000 Penalty: 2430.588867
	Iteration 10Q: 3 clusters Score -151134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -151141.031250 Penalty: 2430.588867
	Iteration 11Q: 3 clusters Score -151141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -151146.265625 Penalty: 2430.588867
	Iteration 12Q: 3 clusters Score -151146.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -151153.421875 Penalty: 2430.588867
	Iteration 13Q: 3 clusters Score -151153.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -151161.218750 Penalty: 2430.588867
	Iteration 14Q: 3 clusters Score -151161.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -151165.984375 Penalty: 2430.588867
	Iteration 15Q: 3 clusters Score -151166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -151169.843750 Penalty: 2430.588867
	Iteration 16Q: 3 clusters Score -151169.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -151174.187500 Penalty: 2430.588867
	Iteration 17Q: 3 clusters Score -151174.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -151175.718750 Penalty: 2430.588867
	Iteration 18Q: 3 clusters Score -151175.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -151175.796875 Penalty: 2430.588867
	Iteration 19Q: 3 clusters Score -151175.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -151176.125000 Penalty: 2430.588867
	Iteration 20F: 3 clusters Score -151176.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -151176.453125 Penalty: 2430.588867
	Iteration 21Q: 3 clusters Score -151176.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -151178.890625 Penalty: 2430.588867
	Iteration 22Q: 3 clusters Score -151178.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -151181.312500 Penalty: 2430.588867
	Iteration 23Q: 3 clusters Score -151181.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -151188.671875 Penalty: 2430.588867
	Iteration 24Q: 3 clusters Score -151188.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -151192.546875 Penalty: 2430.588867
	Iteration 25Q: 3 clusters Score -151192.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -151193.656250 Penalty: 2430.588867
	Iteration 26Q: 3 clusters Score -151193.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -151198.500000 Penalty: 2430.588867
	Iteration 27Q: 3 clusters Score -151198.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -151206.125000 Penalty: 2430.588867
	Iteration 28Q: 3 clusters Score -151206.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -151211.609375 Penalty: 2430.588867
	Iteration 29Q: 3 clusters Score -151211.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -151217.515625 Penalty: 2430.588867
	Iteration 30Q: 3 clusters Score -151217.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -151221.031250 Penalty: 2430.588867
	Iteration 31Q: 3 clusters Score -151221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -151225.890625 Penalty: 2430.588867
	Iteration 32Q: 3 clusters Score -151225.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -151227.312500 Penalty: 2430.588867
	Iteration 33Q: 3 clusters Score -151227.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -151227.937500 Penalty: 2430.588867
	Iteration 34Q: 3 clusters Score -151227.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -151228.468750 Penalty: 2430.588867
	Iteration 35Q: 3 clusters Score -151228.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -151229.109375 Penalty: 2430.588867
	Iteration 36Q: 3 clusters Score -151229.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -151229.109375 Penalty: 2430.588867
	Iteration 37F: 3 clusters Score -151229.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Entering Unmasked Estep 
Score: -167816.484375 Penalty: 1232.608154
	Iteration 0F: 2 clusters Score -167816.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -165750.234375 Penalty: 2465.216309
	Iteration 0F: 3 clusters Score -165750.2 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -166190.406250 Penalty: 2465.216309
	Iteration 1F: 3 clusters Score -166190.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -166363.703125 Penalty: 2465.216309
	Iteration 2F: 3 clusters Score -166363.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -166499.390625 Penalty: 2465.216309
	Iteration 3F: 3 clusters Score -166499.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -166590.062500 Penalty: 2465.216309
	Iteration 4F: 3 clusters Score -166590.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -166674.296875 Penalty: 2465.216309
	Iteration 5Q: 3 clusters Score -166674.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -166748.859375 Penalty: 2465.216309
	Iteration 6Q: 3 clusters Score -166748.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -166823.250000 Penalty: 2465.216309
	Iteration 7Q: 3 clusters Score -166823.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -166926.406250 Penalty: 2465.216309
	Iteration 8Q: 3 clusters Score -166926.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -167050.296875 Penalty: 2465.216309
	Iteration 9Q: 3 clusters Score -167050.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -167146.078125 Penalty: 2465.216309
	Iteration 10Q: 3 clusters Score -167146.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -167211.109375 Penalty: 2465.216309
	Iteration 11Q: 3 clusters Score -167211.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -167260.296875 Penalty: 2465.216309
	Iteration 12Q: 3 clusters Score -167260.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -167292.500000 Penalty: 2465.216309
	Iteration 13Q: 3 clusters Score -167292.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -167324.906250 Penalty: 2465.216309
	Iteration 14Q: 3 clusters Score -167324.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -167347.562500 Penalty: 2465.216309
	Iteration 15Q: 3 clusters Score -167347.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -167358.812500 Penalty: 2465.216309
	Iteration 16Q: 3 clusters Score -167358.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -167372.218750 Penalty: 2465.216309
	Iteration 17Q: 3 clusters Score -167372.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -167382.609375 Penalty: 2465.216309
	Iteration 18Q: 3 clusters Score -167382.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -167391.062500 Penalty: 2465.216309
	Iteration 19Q: 3 clusters Score -167391.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -167411.328125 Penalty: 2465.216309
	Iteration 20F: 3 clusters Score -167411.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -167426.687500 Penalty: 2465.216309
	Iteration 21Q: 3 clusters Score -167426.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -167443.265625 Penalty: 2465.216309
	Iteration 22Q: 3 clusters Score -167443.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -167452.296875 Penalty: 2465.216309
	Iteration 23Q: 3 clusters Score -167452.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -167457.281250 Penalty: 2465.216309
	Iteration 24Q: 3 clusters Score -167457.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -167459.781250 Penalty: 2465.216309
	Iteration 25Q: 3 clusters Score -167459.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -167462.078125 Penalty: 2465.216309
	Iteration 26Q: 3 clusters Score -167462.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -167463.796875 Penalty: 2465.216309
	Iteration 27Q: 3 clusters Score -167463.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -167465.484375 Penalty: 2465.216309
	Iteration 28Q: 3 clusters Score -167465.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -167467.656250 Penalty: 2465.216309
	Iteration 29Q: 3 clusters Score -167467.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -167468.281250 Penalty: 2465.216309
	Iteration 30Q: 3 clusters Score -167468.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -167468.875000 Penalty: 2465.216309
	Iteration 31Q: 3 clusters Score -167468.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -167468.875000 Penalty: 2465.216309
	Iteration 32F: 3 clusters Score -167468.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Entering Unmasked Estep 
Score: -116749.484375 Penalty: 1172.356934
	Iteration 0F: 2 clusters Score -116749.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -115097.695312 Penalty: 2344.713867
	Iteration 0F: 3 clusters Score -115097.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -115420.617188 Penalty: 2344.713867
	Iteration 1F: 3 clusters Score -115420.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -115536.976562 Penalty: 2344.713867
	Iteration 2F: 3 clusters Score -115537 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -115606.273438 Penalty: 2344.713867
	Iteration 3F: 3 clusters Score -115606.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -115669.414062 Penalty: 2344.713867
	Iteration 4Q: 3 clusters Score -115669.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -115748.484375 Penalty: 2344.713867
	Iteration 5Q: 3 clusters Score -115748.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -115830.515625 Penalty: 2344.713867
	Iteration 6Q: 3 clusters Score -115830.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -115915.281250 Penalty: 2344.713867
	Iteration 7Q: 3 clusters Score -115915.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -116000.156250 Penalty: 2344.713867
	Iteration 8Q: 3 clusters Score -116000.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -116088.132812 Penalty: 2344.713867
	Iteration 9Q: 3 clusters Score -116088.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -116143.250000 Penalty: 2344.713867
	Iteration 10Q: 3 clusters Score -116143.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -116191.726562 Penalty: 2344.713867
	Iteration 11Q: 3 clusters Score -116191.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -116230.976562 Penalty: 2344.713867
	Iteration 12Q: 3 clusters Score -116231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -116258.226562 Penalty: 2344.713867
	Iteration 13Q: 3 clusters Score -116258.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -116272.078125 Penalty: 2344.713867
	Iteration 14Q: 3 clusters Score -116272.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -116278.117188 Penalty: 2344.713867
	Iteration 15Q: 3 clusters Score -116278.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -116285.187500 Penalty: 2344.713867
	Iteration 16Q: 3 clusters Score -116285.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -116290.210938 Penalty: 2344.713867
	Iteration 17Q: 3 clusters Score -116290.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -116299.648438 Penalty: 2344.713867
	Iteration 18Q: 3 clusters Score -116299.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -116307.875000 Penalty: 2344.713867
	Iteration 19Q: 3 clusters Score -116307.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -116309.734375 Penalty: 2344.713867
	Iteration 20F: 3 clusters Score -116309.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -116312.093750 Penalty: 2344.713867
	Iteration 21Q: 3 clusters Score -116312.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -116312.093750 Penalty: 2344.713867
	Iteration 22F: 3 clusters Score -116312.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (8040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Entering Unmasked Estep 
Score: -742612.375000 Penalty: 1461.229980
	Iteration 0F: 2 clusters Score -742612.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -736764.625000 Penalty: 2922.459961
	Iteration 0F: 3 clusters Score -736764.6 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -738511.000000 Penalty: 2922.459961
	Iteration 1F: 3 clusters Score -738511 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -738721.250000 Penalty: 2922.459961
	Iteration 2F: 3 clusters Score -738721.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -738876.562500 Penalty: 2922.459961
	Iteration 3Q: 3 clusters Score -738876.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -739003.500000 Penalty: 2922.459961
	Iteration 4Q: 3 clusters Score -739003.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -739102.500000 Penalty: 2922.459961
	Iteration 5Q: 3 clusters Score -739102.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -739190.437500 Penalty: 2922.459961
	Iteration 6Q: 3 clusters Score -739190.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -739280.875000 Penalty: 2922.459961
	Iteration 7Q: 3 clusters Score -739280.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -739392.562500 Penalty: 2922.459961
	Iteration 8Q: 3 clusters Score -739392.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -739504.812500 Penalty: 2922.459961
	Iteration 9Q: 3 clusters Score -739504.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -739620.125000 Penalty: 2922.459961
	Iteration 10Q: 3 clusters Score -739620.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -739746.125000 Penalty: 2922.459961
	Iteration 11Q: 3 clusters Score -739746.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -739883.250000 Penalty: 2922.459961
	Iteration 12Q: 3 clusters Score -739883.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -740018.437500 Penalty: 2922.459961
	Iteration 13Q: 3 clusters Score -740018.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -740126.250000 Penalty: 2922.459961
	Iteration 14Q: 3 clusters Score -740126.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -740223.875000 Penalty: 2922.459961
	Iteration 15Q: 3 clusters Score -740223.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -740332.312500 Penalty: 2922.459961
	Iteration 16Q: 3 clusters Score -740332.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -740454.375000 Penalty: 2922.459961
	Iteration 17Q: 3 clusters Score -740454.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -740570.187500 Penalty: 2922.459961
	Iteration 18Q: 3 clusters Score -740570.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -740658.125000 Penalty: 2922.459961
	Iteration 19Q: 3 clusters Score -740658.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -740737.625000 Penalty: 2922.459961
	Iteration 20F: 3 clusters Score -740737.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -740812.812500 Penalty: 2922.459961
	Iteration 21Q: 3 clusters Score -740812.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -740889.125000 Penalty: 2922.459961
	Iteration 22Q: 3 clusters Score -740889.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -740953.187500 Penalty: 2922.459961
	Iteration 23Q: 3 clusters Score -740953.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -741010.875000 Penalty: 2922.459961
	Iteration 24Q: 3 clusters Score -741010.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -741076.437500 Penalty: 2922.459961
	Iteration 25Q: 3 clusters Score -741076.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -741119.375000 Penalty: 2922.459961
	Iteration 26Q: 3 clusters Score -741119.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -741148.187500 Penalty: 2922.459961
	Iteration 27Q: 3 clusters Score -741148.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -741176.562500 Penalty: 2922.459961
	Iteration 28Q: 3 clusters Score -741176.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -741205.875000 Penalty: 2922.459961
	Iteration 29Q: 3 clusters Score -741205.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -741231.812500 Penalty: 2922.459961
	Iteration 30Q: 3 clusters Score -741231.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -741252.250000 Penalty: 2922.459961
	Iteration 31Q: 3 clusters Score -741252.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -741283.000000 Penalty: 2922.459961
	Iteration 32Q: 3 clusters Score -741283 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -741302.625000 Penalty: 2922.459961
	Iteration 33Q: 3 clusters Score -741302.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -741316.562500 Penalty: 2922.459961
	Iteration 34Q: 3 clusters Score -741316.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -741328.937500 Penalty: 2922.459961
	Iteration 35Q: 3 clusters Score -741328.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -741343.062500 Penalty: 2922.459961
	Iteration 36Q: 3 clusters Score -741343.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -741353.000000 Penalty: 2922.459961
	Iteration 37Q: 3 clusters Score -741353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -741359.625000 Penalty: 2922.459961
	Iteration 38Q: 3 clusters Score -741359.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -741364.625000 Penalty: 2922.459961
	Iteration 39Q: 3 clusters Score -741364.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -741369.125000 Penalty: 2922.459961
	Iteration 40F: 3 clusters Score -741369.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -741377.562500 Penalty: 2922.459961
	Iteration 41Q: 3 clusters Score -741377.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -741382.750000 Penalty: 2922.459961
	Iteration 42Q: 3 clusters Score -741382.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -741386.812500 Penalty: 2922.459961
	Iteration 43Q: 3 clusters Score -741386.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -741394.812500 Penalty: 2922.459961
	Iteration 44Q: 3 clusters Score -741394.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -741395.750000 Penalty: 2922.459961
	Iteration 45Q: 3 clusters Score -741395.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -741403.687500 Penalty: 2922.459961
	Iteration 46Q: 3 clusters Score -741403.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -741412.312500 Penalty: 2922.459961
	Iteration 47Q: 3 clusters Score -741412.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -741415.937500 Penalty: 2922.459961
	Iteration 48Q: 3 clusters Score -741415.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -741423.500000 Penalty: 2922.459961
	Iteration 49Q: 3 clusters Score -741423.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -741428.750000 Penalty: 2922.459961
	Iteration 50Q: 3 clusters Score -741428.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -741431.687500 Penalty: 2922.459961
	Iteration 51Q: 3 clusters Score -741431.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -741433.125000 Penalty: 2922.459961
	Iteration 52Q: 3 clusters Score -741433.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -741435.062500 Penalty: 2922.459961
	Iteration 53Q: 3 clusters Score -741435.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -741436.875000 Penalty: 2922.459961
	Iteration 54Q: 3 clusters Score -741436.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -741437.437500 Penalty: 2922.459961
	Iteration 55Q: 3 clusters Score -741437.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -741441.312500 Penalty: 2922.459961
	Iteration 56Q: 3 clusters Score -741441.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -741444.312500 Penalty: 2922.459961
	Iteration 57Q: 3 clusters Score -741444.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -741446.625000 Penalty: 2922.459961
	Iteration 58Q: 3 clusters Score -741446.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -741446.937500 Penalty: 2922.459961
	Iteration 59Q: 3 clusters Score -741446.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -741448.500000 Penalty: 2922.459961
	Iteration 60F: 3 clusters Score -741448.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -741451.812500 Penalty: 2922.459961
	Iteration 61Q: 3 clusters Score -741451.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -741455.625000 Penalty: 2922.459961
	Iteration 62Q: 3 clusters Score -741455.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -741455.937500 Penalty: 2922.459961
	Iteration 63Q: 3 clusters Score -741455.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -741460.687500 Penalty: 2922.459961
	Iteration 64Q: 3 clusters Score -741460.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -741460.812500 Penalty: 2922.459961
	Iteration 65Q: 3 clusters Score -741460.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -741461.812500 Penalty: 2922.459961
	Iteration 66Q: 3 clusters Score -741461.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -741464.312500 Penalty: 2922.459961
	Iteration 67Q: 3 clusters Score -741464.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -741469.687500 Penalty: 2922.459961
	Iteration 68Q: 3 clusters Score -741469.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -741476.062500 Penalty: 2922.459961
	Iteration 69Q: 3 clusters Score -741476.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -741478.437500 Penalty: 2922.459961
	Iteration 70Q: 3 clusters Score -741478.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -741483.062500 Penalty: 2922.459961
	Iteration 71Q: 3 clusters Score -741483.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -741485.250000 Penalty: 2922.459961
	Iteration 72Q: 3 clusters Score -741485.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -741484.375000 Penalty: 2922.459961
	Iteration 73Q: 3 clusters Score -741484.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -741486.750000 Penalty: 2922.459961
	Iteration 74Q: 3 clusters Score -741486.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -741487.500000 Penalty: 2922.459961
	Iteration 75Q: 3 clusters Score -741487.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -741488.500000 Penalty: 2922.459961
	Iteration 76Q: 3 clusters Score -741488.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -741488.875000 Penalty: 2922.459961
	Iteration 77Q: 3 clusters Score -741488.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -741490.750000 Penalty: 2922.459961
	Iteration 78Q: 3 clusters Score -741490.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -741490.750000 Penalty: 2922.459961
	Iteration 79F: 3 clusters Score -741490.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Entering Unmasked Estep 
Score: -99241.101562 Penalty: 1169.096069
	Iteration 0F: 2 clusters Score -99241.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -97623.476562 Penalty: 2338.192139
	Iteration 0F: 3 clusters Score -97623.48 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -98053.437500 Penalty: 2338.192139
	Iteration 1F: 3 clusters Score -98053.44 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -98237.773438 Penalty: 2338.192139
	Iteration 2F: 3 clusters Score -98237.77 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -98308.851562 Penalty: 2338.192139
	Iteration 3F: 3 clusters Score -98308.85 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -98339.671875 Penalty: 2338.192139
	Iteration 4Q: 3 clusters Score -98339.67 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -98363.585938 Penalty: 2338.192139
	Iteration 5Q: 3 clusters Score -98363.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -98387.710938 Penalty: 2338.192139
	Iteration 6Q: 3 clusters Score -98387.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -98406.875000 Penalty: 2338.192139
	Iteration 7Q: 3 clusters Score -98406.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -98424.460938 Penalty: 2338.192139
	Iteration 8Q: 3 clusters Score -98424.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -98436.039062 Penalty: 2338.192139
	Iteration 9Q: 3 clusters Score -98436.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -98444.218750 Penalty: 2338.192139
	Iteration 10Q: 3 clusters Score -98444.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -98451.593750 Penalty: 2338.192139
	Iteration 11Q: 3 clusters Score -98451.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -98454.726562 Penalty: 2338.192139
	Iteration 12Q: 3 clusters Score -98454.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -98455.742188 Penalty: 2338.192139
	Iteration 13Q: 3 clusters Score -98455.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -98456.890625 Penalty: 2338.192139
	Iteration 14Q: 3 clusters Score -98456.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -98458.437500 Penalty: 2338.192139
	Iteration 15Q: 3 clusters Score -98458.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -98459.250000 Penalty: 2338.192139
	Iteration 16Q: 3 clusters Score -98459.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -98460.109375 Penalty: 2338.192139
	Iteration 17Q: 3 clusters Score -98460.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -98460.109375 Penalty: 2338.192139
	Iteration 18F: 3 clusters Score -98460.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -787667.750000 Penalty: 1477.798340
	Iteration 0F: 2 clusters Score -787667.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -781203.875000 Penalty: 2955.596680
	Iteration 0F: 3 clusters Score -781203.9 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -783453.625000 Penalty: 2955.596680
	Iteration 1F: 3 clusters Score -783453.6 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -783813.687500 Penalty: 2955.596680
	Iteration 2F: 3 clusters Score -783813.7 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -784068.000000 Penalty: 2955.596680
	Iteration 3F: 3 clusters Score -784068 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -784281.187500 Penalty: 2955.596680
	Iteration 4Q: 3 clusters Score -784281.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -784487.375000 Penalty: 2955.596680
	Iteration 5Q: 3 clusters Score -784487.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -784735.750000 Penalty: 2955.596680
	Iteration 6Q: 3 clusters Score -784735.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -785004.312500 Penalty: 2955.596680
	Iteration 7Q: 3 clusters Score -785004.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -785374.562500 Penalty: 2955.596680
	Iteration 8F: 3 clusters Score -785374.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -785802.875000 Penalty: 2955.596680
	Iteration 9F: 3 clusters Score -785802.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -786281.187500 Penalty: 2955.596680
	Iteration 10F: 3 clusters Score -786281.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -786740.187500 Penalty: 2955.596680
	Iteration 11F: 3 clusters Score -786740.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -787133.687500 Penalty: 2955.596680
	Iteration 12Q: 3 clusters Score -787133.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -787466.375000 Penalty: 2955.596680
	Iteration 13Q: 3 clusters Score -787466.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -787656.062500 Penalty: 2955.596680
	Iteration 14Q: 3 clusters Score -787656.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -787781.812500 Penalty: 2955.596680
	Iteration 15Q: 3 clusters Score -787781.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -787867.062500 Penalty: 2955.596680
	Iteration 16Q: 3 clusters Score -787867.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -787925.125000 Penalty: 2955.596680
	Iteration 17Q: 3 clusters Score -787925.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -787959.375000 Penalty: 2955.596680
	Iteration 18Q: 3 clusters Score -787959.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -787976.562500 Penalty: 2955.596680
	Iteration 19Q: 3 clusters Score -787976.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -787991.250000 Penalty: 2955.596680
	Iteration 20F: 3 clusters Score -787991.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -787998.125000 Penalty: 2955.596680
	Iteration 21Q: 3 clusters Score -787998.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -788002.375000 Penalty: 2955.596680
	Iteration 22Q: 3 clusters Score -788002.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -788010.500000 Penalty: 2955.596680
	Iteration 23Q: 3 clusters Score -788010.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -788014.875000 Penalty: 2955.596680
	Iteration 24Q: 3 clusters Score -788014.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -788020.375000 Penalty: 2955.596680
	Iteration 25Q: 3 clusters Score -788020.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -788025.375000 Penalty: 2955.596680
	Iteration 26Q: 3 clusters Score -788025.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -788029.125000 Penalty: 2955.596680
	Iteration 27Q: 3 clusters Score -788029.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -788028.937500 Penalty: 2955.596680
	Iteration 28Q: 3 clusters Score -788028.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -788032.187500 Penalty: 2955.596680
	Iteration 29Q: 3 clusters Score -788032.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -788032.687500 Penalty: 2955.596680
	Iteration 30Q: 3 clusters Score -788032.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -788035.250000 Penalty: 2955.596680
	Iteration 31Q: 3 clusters Score -788035.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -788036.625000 Penalty: 2955.596680
	Iteration 32Q: 3 clusters Score -788036.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -788039.437500 Penalty: 2955.596680
	Iteration 33Q: 3 clusters Score -788039.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -788040.812500 Penalty: 2955.596680
	Iteration 34Q: 3 clusters Score -788040.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -788042.500000 Penalty: 2955.596680
	Iteration 35Q: 3 clusters Score -788042.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -788044.562500 Penalty: 2955.596680
	Iteration 36Q: 3 clusters Score -788044.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -788046.687500 Penalty: 2955.596680
	Iteration 37Q: 3 clusters Score -788046.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -788046.437500 Penalty: 2955.596680
	Iteration 38Q: 3 clusters Score -788046.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -788048.625000 Penalty: 2955.596680
	Iteration 39Q: 3 clusters Score -788048.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -788048.625000 Penalty: 2955.596680
	Iteration 40F: 3 clusters Score -788048.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -788048.875000 Penalty: 2955.596680
	Iteration 41Q: 3 clusters Score -788048.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -788050.000000 Penalty: 2955.596680
	Iteration 42Q: 3 clusters Score -788050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -788049.625000 Penalty: 2955.596680
	Iteration 43Q: 3 clusters Score -788049.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -788052.812500 Penalty: 2955.596680
	Iteration 44Q: 3 clusters Score -788052.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -788052.500000 Penalty: 2955.596680
	Iteration 45Q: 3 clusters Score -788052.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -788052.250000 Penalty: 2955.596680
	Iteration 46Q: 3 clusters Score -788052.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -788052.062500 Penalty: 2955.596680
	Iteration 47Q: 3 clusters Score -788052.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -788054.812500 Penalty: 2955.596680
	Iteration 48Q: 3 clusters Score -788054.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -788056.000000 Penalty: 2955.596680
	Iteration 49Q: 3 clusters Score -788056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -788057.500000 Penalty: 2955.596680
	Iteration 50Q: 3 clusters Score -788057.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -788061.250000 Penalty: 2955.596680
	Iteration 51Q: 3 clusters Score -788061.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -788062.000000 Penalty: 2955.596680
	Iteration 52Q: 3 clusters Score -788062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -788062.437500 Penalty: 2955.596680
	Iteration 53Q: 3 clusters Score -788062.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -788063.250000 Penalty: 2955.596680
	Iteration 54Q: 3 clusters Score -788063.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -788063.000000 Penalty: 2955.596680
	Iteration 55Q: 3 clusters Score -788063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -788066.250000 Penalty: 2955.596680
	Iteration 56Q: 3 clusters Score -788066.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -788070.812500 Penalty: 2955.596680
	Iteration 57Q: 3 clusters Score -788070.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -788072.187500 Penalty: 2955.596680
	Iteration 58Q: 3 clusters Score -788072.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -788075.187500 Penalty: 2955.596680
	Iteration 59Q: 3 clusters Score -788075.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -788077.875000 Penalty: 2955.596680
	Iteration 60F: 3 clusters Score -788077.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -788080.750000 Penalty: 2955.596680
	Iteration 61Q: 3 clusters Score -788080.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -788084.000000 Penalty: 2955.596680
	Iteration 62Q: 3 clusters Score -788084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -788083.937500 Penalty: 2955.596680
	Iteration 63Q: 3 clusters Score -788083.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -788083.937500 Penalty: 2955.596680
	Iteration 64Q: 3 clusters Score -788083.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -788083.562500 Penalty: 2955.596680
	Iteration 65Q: 3 clusters Score -788083.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -788083.250000 Penalty: 2955.596680
	Iteration 66Q: 3 clusters Score -788083.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -788083.125000 Penalty: 2955.596680
	Iteration 67Q: 3 clusters Score -788083.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -788082.375000 Penalty: 2955.596680
	Iteration 68Q: 3 clusters Score -788082.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -788082.687500 Penalty: 2955.596680
	Iteration 69Q: 3 clusters Score -788082.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -788084.625000 Penalty: 2955.596680
	Iteration 70Q: 3 clusters Score -788084.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -788084.812500 Penalty: 2955.596680
	Iteration 71Q: 3 clusters Score -788084.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -788084.437500 Penalty: 2955.596680
	Iteration 72Q: 3 clusters Score -788084.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -788085.437500 Penalty: 2955.596680
	Iteration 73Q: 3 clusters Score -788085.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -788087.625000 Penalty: 2955.596680
	Iteration 74Q: 3 clusters Score -788087.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -788090.750000 Penalty: 2955.596680
	Iteration 75Q: 3 clusters Score -788090.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -788090.812500 Penalty: 2955.596680
	Iteration 76Q: 3 clusters Score -788090.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -788091.000000 Penalty: 2955.596680
	Iteration 77Q: 3 clusters Score -788091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -788090.625000 Penalty: 2955.596680
	Iteration 78Q: 3 clusters Score -788090.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -788094.625000 Penalty: 2955.596680
	Iteration 79Q: 3 clusters Score -788094.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -788096.687500 Penalty: 2955.596680
	Iteration 80F: 3 clusters Score -788096.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -788098.875000 Penalty: 2955.596680
	Iteration 81Q: 3 clusters Score -788098.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -788098.937500 Penalty: 2955.596680
	Iteration 82Q: 3 clusters Score -788098.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -788099.625000 Penalty: 2955.596680
	Iteration 83Q: 3 clusters Score -788099.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -788099.375000 Penalty: 2955.596680
	Iteration 84Q: 3 clusters Score -788099.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -788099.500000 Penalty: 2955.596680
	Iteration 85Q: 3 clusters Score -788099.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -788099.500000 Penalty: 2955.596680
	Iteration 86F: 3 clusters Score -788099.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7389 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 13302 members 
Mstep: Class 5 contains 22524 members 
Mstep: Class 6 contains 8294 members 
Mstep: Class 7 contains 14890 members 
Mstep: Class 8 contains 10853 members 
Mstep: Class 9 contains 6672 members 
Mstep: Class 10 contains 126763 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114597 members 
Mstep: Class 16 contains 78550 members 
Mstep: Class 17 contains 124965 members 
Mstep: Class 18 contains 32046 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 21 contains 8989 members 
Mstep: Class 22 contains 68745 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39103 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3220 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27901 members 
Mstep: Class 30 contains 59824 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 1359 members 
Mstep: Class 36 contains 8040 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 2875 members 
Mstep: Class 39 contains 4286 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13672 members 
Mstep: Class 42 contains 6986 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4122 members 
Mstep: Class 45 contains 13307 members 
Mstep: Class 46 contains 6028 members 
Entering Unmasked Estep 
Score: -84457512.000000 Penalty: 102952.773438
Splitting cluster 38 changes total score from -84457808.000000 to -84457512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (4286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Entering Unmasked Estep 
Score: -368757.750000 Penalty: 1359.005249
	Iteration 0F: 2 clusters Score -368757.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -365211.281250 Penalty: 2718.010498
	Iteration 0F: 3 clusters Score -365211.3 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -366193.343750 Penalty: 2718.010498
	Iteration 1F: 3 clusters Score -366193.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -366506.125000 Penalty: 2718.010498
	Iteration 2F: 3 clusters Score -366506.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -366843.718750 Penalty: 2718.010498
	Iteration 3F: 3 clusters Score -366843.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -367167.937500 Penalty: 2718.010498
	Iteration 4F: 3 clusters Score -367167.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -367497.781250 Penalty: 2718.010498
	Iteration 5F: 3 clusters Score -367497.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -367824.281250 Penalty: 2718.010498
	Iteration 6F: 3 clusters Score -367824.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -368031.218750 Penalty: 2718.010498
	Iteration 7F: 3 clusters Score -368031.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -368142.718750 Penalty: 2718.010498
	Iteration 8Q: 3 clusters Score -368142.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -368212.781250 Penalty: 2718.010498
	Iteration 9Q: 3 clusters Score -368212.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -368277.656250 Penalty: 2718.010498
	Iteration 10Q: 3 clusters Score -368277.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -368316.875000 Penalty: 2718.010498
	Iteration 11Q: 3 clusters Score -368316.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -368336.562500 Penalty: 2718.010498
	Iteration 12Q: 3 clusters Score -368336.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -368349.593750 Penalty: 2718.010498
	Iteration 13Q: 3 clusters Score -368349.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -368359.187500 Penalty: 2718.010498
	Iteration 14Q: 3 clusters Score -368359.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -368369.593750 Penalty: 2718.010498
	Iteration 15Q: 3 clusters Score -368369.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -368377.312500 Penalty: 2718.010498
	Iteration 16Q: 3 clusters Score -368377.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -368382.406250 Penalty: 2718.010498
	Iteration 17Q: 3 clusters Score -368382.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -368390.468750 Penalty: 2718.010498
	Iteration 18Q: 3 clusters Score -368390.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -368404.125000 Penalty: 2718.010498
	Iteration 19Q: 3 clusters Score -368404.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -368418.937500 Penalty: 2718.010498
	Iteration 20F: 3 clusters Score -368418.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -368435.656250 Penalty: 2718.010498
	Iteration 21Q: 3 clusters Score -368435.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -368451.031250 Penalty: 2718.010498
	Iteration 22Q: 3 clusters Score -368451 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -368472.750000 Penalty: 2718.010498
	Iteration 23Q: 3 clusters Score -368472.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -368504.343750 Penalty: 2718.010498
	Iteration 24Q: 3 clusters Score -368504.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -368543.875000 Penalty: 2718.010498
	Iteration 25Q: 3 clusters Score -368543.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -368586.812500 Penalty: 2718.010498
	Iteration 26Q: 3 clusters Score -368586.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -368646.968750 Penalty: 2718.010498
	Iteration 27Q: 3 clusters Score -368647 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -368779.343750 Penalty: 2718.010498
	Iteration 28Q: 3 clusters Score -368779.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -368876.375000 Penalty: 2718.010498
	Iteration 29Q: 3 clusters Score -368876.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -368947.937500 Penalty: 2718.010498
	Iteration 30Q: 3 clusters Score -368947.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -368986.812500 Penalty: 2718.010498
	Iteration 31Q: 3 clusters Score -368986.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -369013.312500 Penalty: 2718.010498
	Iteration 32Q: 3 clusters Score -369013.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -369036.843750 Penalty: 2718.010498
	Iteration 33Q: 3 clusters Score -369036.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -369065.656250 Penalty: 2718.010498
	Iteration 34Q: 3 clusters Score -369065.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -369095.625000 Penalty: 2718.010498
	Iteration 35Q: 3 clusters Score -369095.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -369130.812500 Penalty: 2718.010498
	Iteration 36Q: 3 clusters Score -369130.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -369155.500000 Penalty: 2718.010498
	Iteration 37Q: 3 clusters Score -369155.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -369166.093750 Penalty: 2718.010498
	Iteration 38Q: 3 clusters Score -369166.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -369170.843750 Penalty: 2718.010498
	Iteration 39Q: 3 clusters Score -369170.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -369175.687500 Penalty: 2718.010498
	Iteration 40F: 3 clusters Score -369175.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -369178.625000 Penalty: 2718.010498
	Iteration 41Q: 3 clusters Score -369178.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -369180.500000 Penalty: 2718.010498
	Iteration 42Q: 3 clusters Score -369180.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -369181.562500 Penalty: 2718.010498
	Iteration 43Q: 3 clusters Score -369181.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -369182.375000 Penalty: 2718.010498
	Iteration 44Q: 3 clusters Score -369182.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -369183.125000 Penalty: 2718.010498
	Iteration 45Q: 3 clusters Score -369183.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -369183.375000 Penalty: 2718.010498
	Iteration 46Q: 3 clusters Score -369183.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -369185.187500 Penalty: 2718.010498
	Iteration 47Q: 3 clusters Score -369185.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -369186.656250 Penalty: 2718.010498
	Iteration 48Q: 3 clusters Score -369186.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -369187.312500 Penalty: 2718.010498
	Iteration 49Q: 3 clusters Score -369187.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -369187.843750 Penalty: 2718.010498
	Iteration 50Q: 3 clusters Score -369187.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -369187.156250 Penalty: 2718.010498
	Iteration 51Q: 3 clusters Score -369187.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -369187.156250 Penalty: 2718.010498
	Iteration 52F: 3 clusters Score -369187.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7389 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 13302 members 
Mstep: Class 5 contains 22524 members 
Mstep: Class 6 contains 8294 members 
Mstep: Class 7 contains 14890 members 
Mstep: Class 8 contains 10853 members 
Mstep: Class 9 contains 6672 members 
Mstep: Class 10 contains 126763 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114597 members 
Mstep: Class 16 contains 78550 members 
Mstep: Class 17 contains 124965 members 
Mstep: Class 18 contains 32046 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 21 contains 8989 members 
Mstep: Class 22 contains 68745 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39103 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3220 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27901 members 
Mstep: Class 30 contains 59824 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 1359 members 
Mstep: Class 36 contains 8040 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8903 members 
Mstep: Class 39 contains 3105 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13672 members 
Mstep: Class 42 contains 6986 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4122 members 
Mstep: Class 45 contains 13307 members 
Mstep: Class 46 contains 1181 members 
Entering Unmasked Estep 
Score: -84457448.000000 Penalty: 102952.773438
Splitting cluster 39 changes total score from -84457808.000000 to -84457448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (1316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Entering Unmasked Estep 
Score: -111711.414062 Penalty: 1167.132202
	Iteration 0F: 2 clusters Score -111711.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -110056.382812 Penalty: 2334.264404
	Iteration 0F: 3 clusters Score -110056.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -110461.929688 Penalty: 2334.264404
	Iteration 1F: 3 clusters Score -110461.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -110635.398438 Penalty: 2334.264404
	Iteration 2F: 3 clusters Score -110635.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -110817.640625 Penalty: 2334.264404
	Iteration 3F: 3 clusters Score -110817.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -110977.937500 Penalty: 2334.264404
	Iteration 4F: 3 clusters Score -110977.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -111109.125000 Penalty: 2334.264404
	Iteration 5Q: 3 clusters Score -111109.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -111161.820312 Penalty: 2334.264404
	Iteration 6Q: 3 clusters Score -111161.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -111220.710938 Penalty: 2334.264404
	Iteration 7Q: 3 clusters Score -111220.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -111257.648438 Penalty: 2334.264404
	Iteration 8Q: 3 clusters Score -111257.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -111287.492188 Penalty: 2334.264404
	Iteration 9Q: 3 clusters Score -111287.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -111312.867188 Penalty: 2334.264404
	Iteration 10Q: 3 clusters Score -111312.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -111347.070312 Penalty: 2334.264404
	Iteration 11Q: 3 clusters Score -111347.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -111372.132812 Penalty: 2334.264404
	Iteration 12Q: 3 clusters Score -111372.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -111403.156250 Penalty: 2334.264404
	Iteration 13Q: 3 clusters Score -111403.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -111422.601562 Penalty: 2334.264404
	Iteration 14Q: 3 clusters Score -111422.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -111469.687500 Penalty: 2334.264404
	Iteration 15Q: 3 clusters Score -111469.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -111506.937500 Penalty: 2334.264404
	Iteration 16Q: 3 clusters Score -111506.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -111518.328125 Penalty: 2334.264404
	Iteration 17Q: 3 clusters Score -111518.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -111521.234375 Penalty: 2334.264404
	Iteration 18Q: 3 clusters Score -111521.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -111522.148438 Penalty: 2334.264404
	Iteration 19Q: 3 clusters Score -111522.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -111523.343750 Penalty: 2334.264404
	Iteration 20F: 3 clusters Score -111523.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -111525.867188 Penalty: 2334.264404
	Iteration 21Q: 3 clusters Score -111525.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -111526.781250 Penalty: 2334.264404
	Iteration 22Q: 3 clusters Score -111526.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -111527.179688 Penalty: 2334.264404
	Iteration 23Q: 3 clusters Score -111527.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -111527.179688 Penalty: 2334.264404
	Iteration 24F: 3 clusters Score -111527.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -1268446.875000 Penalty: 1547.504639
	Iteration 0F: 2 clusters Score -1268447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1258899.750000 Penalty: 3095.009277
	Iteration 0F: 3 clusters Score -1258900 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1262132.500000 Penalty: 3095.009277
	Iteration 1F: 3 clusters Score -1262132 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1262501.750000 Penalty: 3095.009277
	Iteration 2F: 3 clusters Score -1262502 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1262949.500000 Penalty: 3095.009277
	Iteration 3F: 3 clusters Score -1262950 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1263449.625000 Penalty: 3095.009277
	Iteration 4F: 3 clusters Score -1263450 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1263926.500000 Penalty: 3095.009277
	Iteration 5F: 3 clusters Score -1263926 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1264450.500000 Penalty: 3095.009277
	Iteration 6F: 3 clusters Score -1264450 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1265040.500000 Penalty: 3095.009277
	Iteration 7F: 3 clusters Score -1265040 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1265571.125000 Penalty: 3095.009277
	Iteration 8Q: 3 clusters Score -1265571 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1266039.875000 Penalty: 3095.009277
	Iteration 9Q: 3 clusters Score -1266040 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1266395.625000 Penalty: 3095.009277
	Iteration 10Q: 3 clusters Score -1266396 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1266608.375000 Penalty: 3095.009277
	Iteration 11Q: 3 clusters Score -1266608 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1266711.500000 Penalty: 3095.009277
	Iteration 12Q: 3 clusters Score -1266712 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1266788.750000 Penalty: 3095.009277
	Iteration 13Q: 3 clusters Score -1266789 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1266840.250000 Penalty: 3095.009277
	Iteration 14Q: 3 clusters Score -1266840 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1266879.125000 Penalty: 3095.009277
	Iteration 15Q: 3 clusters Score -1266879 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1266914.125000 Penalty: 3095.009277
	Iteration 16Q: 3 clusters Score -1266914 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1266937.375000 Penalty: 3095.009277
	Iteration 17Q: 3 clusters Score -1266937 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1266953.500000 Penalty: 3095.009277
	Iteration 18Q: 3 clusters Score -1266954 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1266971.625000 Penalty: 3095.009277
	Iteration 19Q: 3 clusters Score -1266972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1266987.125000 Penalty: 3095.009277
	Iteration 20F: 3 clusters Score -1266987 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1267006.875000 Penalty: 3095.009277
	Iteration 21Q: 3 clusters Score -1267007 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1267021.750000 Penalty: 3095.009277
	Iteration 22Q: 3 clusters Score -1267022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1267035.375000 Penalty: 3095.009277
	Iteration 23Q: 3 clusters Score -1267035 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1267045.625000 Penalty: 3095.009277
	Iteration 24Q: 3 clusters Score -1267046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1267055.375000 Penalty: 3095.009277
	Iteration 25Q: 3 clusters Score -1267055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1267062.250000 Penalty: 3095.009277
	Iteration 26Q: 3 clusters Score -1267062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1267069.125000 Penalty: 3095.009277
	Iteration 27Q: 3 clusters Score -1267069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1267072.625000 Penalty: 3095.009277
	Iteration 28Q: 3 clusters Score -1267073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1267075.375000 Penalty: 3095.009277
	Iteration 29Q: 3 clusters Score -1267075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1267076.500000 Penalty: 3095.009277
	Iteration 30Q: 3 clusters Score -1267076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1267080.000000 Penalty: 3095.009277
	Iteration 31Q: 3 clusters Score -1267080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1267082.375000 Penalty: 3095.009277
	Iteration 32Q: 3 clusters Score -1267082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1267082.875000 Penalty: 3095.009277
	Iteration 33Q: 3 clusters Score -1267083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1267089.375000 Penalty: 3095.009277
	Iteration 34Q: 3 clusters Score -1267089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1267088.000000 Penalty: 3095.009277
	Iteration 35Q: 3 clusters Score -1267088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1267086.625000 Penalty: 3095.009277
	Iteration 36Q: 3 clusters Score -1267087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1267086.875000 Penalty: 3095.009277
	Iteration 37Q: 3 clusters Score -1267087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1267089.000000 Penalty: 3095.009277
	Iteration 38Q: 3 clusters Score -1267089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1267088.250000 Penalty: 3095.009277
	Iteration 39Q: 3 clusters Score -1267088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1267086.750000 Penalty: 3095.009277
	Iteration 40F: 3 clusters Score -1267087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1267086.500000 Penalty: 3095.009277
	Iteration 41Q: 3 clusters Score -1267086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1267087.250000 Penalty: 3095.009277
	Iteration 42Q: 3 clusters Score -1267087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1267092.375000 Penalty: 3095.009277
	Iteration 43Q: 3 clusters Score -1267092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1267095.125000 Penalty: 3095.009277
	Iteration 44Q: 3 clusters Score -1267095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1267098.250000 Penalty: 3095.009277
	Iteration 45Q: 3 clusters Score -1267098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1267098.625000 Penalty: 3095.009277
	Iteration 46Q: 3 clusters Score -1267099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1267099.375000 Penalty: 3095.009277
	Iteration 47Q: 3 clusters Score -1267099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1267099.500000 Penalty: 3095.009277
	Iteration 48Q: 3 clusters Score -1267100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1267103.375000 Penalty: 3095.009277
	Iteration 49Q: 3 clusters Score -1267103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1267110.250000 Penalty: 3095.009277
	Iteration 50Q: 3 clusters Score -1267110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1267112.625000 Penalty: 3095.009277
	Iteration 51Q: 3 clusters Score -1267113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1267114.375000 Penalty: 3095.009277
	Iteration 52Q: 3 clusters Score -1267114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1267116.125000 Penalty: 3095.009277
	Iteration 53Q: 3 clusters Score -1267116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1267117.750000 Penalty: 3095.009277
	Iteration 54Q: 3 clusters Score -1267118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1267119.875000 Penalty: 3095.009277
	Iteration 55Q: 3 clusters Score -1267120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1267121.875000 Penalty: 3095.009277
	Iteration 56Q: 3 clusters Score -1267122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1267124.625000 Penalty: 3095.009277
	Iteration 57Q: 3 clusters Score -1267125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1267127.125000 Penalty: 3095.009277
	Iteration 58Q: 3 clusters Score -1267127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1267127.500000 Penalty: 3095.009277
	Iteration 59Q: 3 clusters Score -1267128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1267127.875000 Penalty: 3095.009277
	Iteration 60F: 3 clusters Score -1267128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1267130.500000 Penalty: 3095.009277
	Iteration 61Q: 3 clusters Score -1267130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1267129.500000 Penalty: 3095.009277
	Iteration 62Q: 3 clusters Score -1267130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1267130.375000 Penalty: 3095.009277
	Iteration 63Q: 3 clusters Score -1267130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1267131.125000 Penalty: 3095.009277
	Iteration 64Q: 3 clusters Score -1267131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1267131.125000 Penalty: 3095.009277
	Iteration 65F: 3 clusters Score -1267131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Entering Unmasked Estep 
Score: -625415.562500 Penalty: 1438.395386
	Iteration 0F: 2 clusters Score -625415.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -620147.812500 Penalty: 2876.790771
	Iteration 0F: 3 clusters Score -620147.8 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -621810.375000 Penalty: 2876.790771
	Iteration 1F: 3 clusters Score -621810.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -622122.625000 Penalty: 2876.790771
	Iteration 2F: 3 clusters Score -622122.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -622436.062500 Penalty: 2876.790771
	Iteration 3F: 3 clusters Score -622436.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -622821.812500 Penalty: 2876.790771
	Iteration 4F: 3 clusters Score -622821.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -623405.375000 Penalty: 2876.790771
	Iteration 5F: 3 clusters Score -623405.4 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -624107.687500 Penalty: 2876.790771
	Iteration 6F: 3 clusters Score -624107.7 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -624826.812500 Penalty: 2876.790771
	Iteration 7F: 3 clusters Score -624826.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -625220.625000 Penalty: 2876.790771
	Iteration 8F: 3 clusters Score -625220.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -625447.000000 Penalty: 2876.790771
	Iteration 9Q: 3 clusters Score -625447 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -625557.875000 Penalty: 2876.790771
	Iteration 10Q: 3 clusters Score -625557.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -625609.437500 Penalty: 2876.790771
	Iteration 11Q: 3 clusters Score -625609.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -625636.062500 Penalty: 2876.790771
	Iteration 12Q: 3 clusters Score -625636.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -625651.562500 Penalty: 2876.790771
	Iteration 13Q: 3 clusters Score -625651.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -625671.875000 Penalty: 2876.790771
	Iteration 14Q: 3 clusters Score -625671.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -625689.500000 Penalty: 2876.790771
	Iteration 15Q: 3 clusters Score -625689.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -625705.937500 Penalty: 2876.790771
	Iteration 16Q: 3 clusters Score -625705.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -625721.437500 Penalty: 2876.790771
	Iteration 17Q: 3 clusters Score -625721.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -625732.062500 Penalty: 2876.790771
	Iteration 18Q: 3 clusters Score -625732.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -625739.625000 Penalty: 2876.790771
	Iteration 19Q: 3 clusters Score -625739.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -625749.562500 Penalty: 2876.790771
	Iteration 20F: 3 clusters Score -625749.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -625758.187500 Penalty: 2876.790771
	Iteration 21Q: 3 clusters Score -625758.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -625764.000000 Penalty: 2876.790771
	Iteration 22Q: 3 clusters Score -625764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -625766.375000 Penalty: 2876.790771
	Iteration 23Q: 3 clusters Score -625766.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -625767.312500 Penalty: 2876.790771
	Iteration 24Q: 3 clusters Score -625767.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -625769.687500 Penalty: 2876.790771
	Iteration 25Q: 3 clusters Score -625769.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -625769.625000 Penalty: 2876.790771
	Iteration 26Q: 3 clusters Score -625769.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -625770.812500 Penalty: 2876.790771
	Iteration 27Q: 3 clusters Score -625770.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -625770.687500 Penalty: 2876.790771
	Iteration 28Q: 3 clusters Score -625770.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -625770.250000 Penalty: 2876.790771
	Iteration 29Q: 3 clusters Score -625770.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -625771.187500 Penalty: 2876.790771
	Iteration 30Q: 3 clusters Score -625771.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -625772.375000 Penalty: 2876.790771
	Iteration 31Q: 3 clusters Score -625772.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -625772.625000 Penalty: 2876.790771
	Iteration 32Q: 3 clusters Score -625772.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -625773.000000 Penalty: 2876.790771
	Iteration 33Q: 3 clusters Score -625773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -625772.312500 Penalty: 2876.790771
	Iteration 34Q: 3 clusters Score -625772.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -625773.312500 Penalty: 2876.790771
	Iteration 35Q: 3 clusters Score -625773.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -625773.250000 Penalty: 2876.790771
	Iteration 36Q: 3 clusters Score -625773.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -625773.937500 Penalty: 2876.790771
	Iteration 37Q: 3 clusters Score -625773.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -625774.750000 Penalty: 2876.790771
	Iteration 38Q: 3 clusters Score -625774.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -625774.750000 Penalty: 2876.790771
	Iteration 39Q: 3 clusters Score -625774.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -625776.375000 Penalty: 2876.790771
	Iteration 40F: 3 clusters Score -625776.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -625777.875000 Penalty: 2876.790771
	Iteration 41Q: 3 clusters Score -625777.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -625779.687500 Penalty: 2876.790771
	Iteration 42Q: 3 clusters Score -625779.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -625781.812500 Penalty: 2876.790771
	Iteration 43Q: 3 clusters Score -625781.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -625784.062500 Penalty: 2876.790771
	Iteration 44Q: 3 clusters Score -625784.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -625787.000000 Penalty: 2876.790771
	Iteration 45Q: 3 clusters Score -625787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -625788.687500 Penalty: 2876.790771
	Iteration 46Q: 3 clusters Score -625788.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -625792.250000 Penalty: 2876.790771
	Iteration 47Q: 3 clusters Score -625792.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -625794.125000 Penalty: 2876.790771
	Iteration 48Q: 3 clusters Score -625794.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -625796.812500 Penalty: 2876.790771
	Iteration 49Q: 3 clusters Score -625796.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -625800.750000 Penalty: 2876.790771
	Iteration 50Q: 3 clusters Score -625800.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -625807.500000 Penalty: 2876.790771
	Iteration 51Q: 3 clusters Score -625807.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -625814.312500 Penalty: 2876.790771
	Iteration 52Q: 3 clusters Score -625814.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -625823.750000 Penalty: 2876.790771
	Iteration 53Q: 3 clusters Score -625823.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -625832.125000 Penalty: 2876.790771
	Iteration 54Q: 3 clusters Score -625832.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -625842.625000 Penalty: 2876.790771
	Iteration 55Q: 3 clusters Score -625842.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -625848.500000 Penalty: 2876.790771
	Iteration 56Q: 3 clusters Score -625848.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -625850.812500 Penalty: 2876.790771
	Iteration 57Q: 3 clusters Score -625850.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -625855.500000 Penalty: 2876.790771
	Iteration 58Q: 3 clusters Score -625855.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -625862.375000 Penalty: 2876.790771
	Iteration 59Q: 3 clusters Score -625862.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -625864.062500 Penalty: 2876.790771
	Iteration 60F: 3 clusters Score -625864.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -625865.500000 Penalty: 2876.790771
	Iteration 61Q: 3 clusters Score -625865.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -625865.875000 Penalty: 2876.790771
	Iteration 62Q: 3 clusters Score -625865.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -625868.375000 Penalty: 2876.790771
	Iteration 63Q: 3 clusters Score -625868.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -625867.812500 Penalty: 2876.790771
	Iteration 64Q: 3 clusters Score -625867.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -625867.812500 Penalty: 2876.790771
	Iteration 65F: 3 clusters Score -625867.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 7389 members 
Mstep: Class 3 contains 40361 members 
Mstep: Class 4 contains 13302 members 
Mstep: Class 5 contains 22524 members 
Mstep: Class 6 contains 8294 members 
Mstep: Class 7 contains 14890 members 
Mstep: Class 8 contains 10853 members 
Mstep: Class 9 contains 6672 members 
Mstep: Class 10 contains 126763 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 114597 members 
Mstep: Class 16 contains 78550 members 
Mstep: Class 17 contains 124965 members 
Mstep: Class 18 contains 32046 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 21 contains 8989 members 
Mstep: Class 22 contains 68745 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 39103 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 3220 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 27901 members 
Mstep: Class 30 contains 59824 members 
Mstep: Class 31 contains 1278 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 1359 members 
Mstep: Class 36 contains 8040 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 8903 members 
Mstep: Class 39 contains 4286 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 13672 members 
Mstep: Class 42 contains 5292 members 
Mstep: Class 43 contains 712 members 
Mstep: Class 44 contains 4122 members 
Mstep: Class 45 contains 13307 members 
Mstep: Class 46 contains 1694 members 
Entering Unmasked Estep 
Score: -84457424.000000 Penalty: 102952.773438
Splitting cluster 42 changes total score from -84457808.000000 to -84457424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Entering Unmasked Estep 
Score: -51017.667969 Penalty: 1067.312622
	Iteration 0F: 2 clusters Score -51017.67 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 354 members 
Entering Unmasked Estep 
Score: -49909.132812 Penalty: 2134.625244
	Iteration 0F: 3 clusters Score -49909.13 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -50238.839844 Penalty: 2134.625244
	Iteration 1F: 3 clusters Score -50238.84 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50333.054688 Penalty: 2134.625244
	Iteration 2F: 3 clusters Score -50333.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50435.296875 Penalty: 2134.625244
	Iteration 3Q: 3 clusters Score -50435.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50531.128906 Penalty: 2134.625244
	Iteration 4Q: 3 clusters Score -50531.13 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50690.593750 Penalty: 2134.625244
	Iteration 5Q: 3 clusters Score -50690.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50796.972656 Penalty: 2134.625244
	Iteration 6Q: 3 clusters Score -50796.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50857.203125 Penalty: 2134.625244
	Iteration 7Q: 3 clusters Score -50857.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50872.265625 Penalty: 2134.625244
	Iteration 8Q: 3 clusters Score -50872.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50887.464844 Penalty: 2134.625244
	Iteration 9Q: 3 clusters Score -50887.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50897.410156 Penalty: 2134.625244
	Iteration 10Q: 3 clusters Score -50897.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50899.660156 Penalty: 2134.625244
	Iteration 11Q: 3 clusters Score -50899.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50902.117188 Penalty: 2134.625244
	Iteration 12Q: 3 clusters Score -50902.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -50903.601562 Penalty: 2134.625244
	Iteration 13Q: 3 clusters Score -50903.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50906.613281 Penalty: 2134.625244
	Iteration 14Q: 3 clusters Score -50906.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -50906.976562 Penalty: 2134.625244
	Iteration 15Q: 3 clusters Score -50906.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -50906.976562 Penalty: 2134.625244
	Iteration 16F: 3 clusters Score -50906.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Entering Unmasked Estep 
Score: -371887.593750 Penalty: 1352.665283
	Iteration 0F: 2 clusters Score -371887.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -368482.000000 Penalty: 2705.330566
	Iteration 0F: 3 clusters Score -368482 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -369451.187500 Penalty: 2705.330566
	Iteration 1F: 3 clusters Score -369451.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -369671.781250 Penalty: 2705.330566
	Iteration 2F: 3 clusters Score -369671.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -369865.281250 Penalty: 2705.330566
	Iteration 3F: 3 clusters Score -369865.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -370081.531250 Penalty: 2705.330566
	Iteration 4F: 3 clusters Score -370081.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -370273.375000 Penalty: 2705.330566
	Iteration 5F: 3 clusters Score -370273.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -370456.812500 Penalty: 2705.330566
	Iteration 6Q: 3 clusters Score -370456.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -370638.375000 Penalty: 2705.330566
	Iteration 7Q: 3 clusters Score -370638.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -370810.437500 Penalty: 2705.330566
	Iteration 8Q: 3 clusters Score -370810.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -370925.312500 Penalty: 2705.330566
	Iteration 9Q: 3 clusters Score -370925.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -371000.281250 Penalty: 2705.330566
	Iteration 10Q: 3 clusters Score -371000.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -371035.406250 Penalty: 2705.330566
	Iteration 11Q: 3 clusters Score -371035.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -371056.000000 Penalty: 2705.330566
	Iteration 12Q: 3 clusters Score -371056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -371070.218750 Penalty: 2705.330566
	Iteration 13Q: 3 clusters Score -371070.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -371080.031250 Penalty: 2705.330566
	Iteration 14Q: 3 clusters Score -371080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -371089.593750 Penalty: 2705.330566
	Iteration 15Q: 3 clusters Score -371089.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -371097.656250 Penalty: 2705.330566
	Iteration 16Q: 3 clusters Score -371097.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -371101.968750 Penalty: 2705.330566
	Iteration 17Q: 3 clusters Score -371102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -371109.625000 Penalty: 2705.330566
	Iteration 18Q: 3 clusters Score -371109.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -371111.750000 Penalty: 2705.330566
	Iteration 19Q: 3 clusters Score -371111.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -371116.125000 Penalty: 2705.330566
	Iteration 20F: 3 clusters Score -371116.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -371116.875000 Penalty: 2705.330566
	Iteration 21Q: 3 clusters Score -371116.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -371118.062500 Penalty: 2705.330566
	Iteration 22Q: 3 clusters Score -371118.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -371118.093750 Penalty: 2705.330566
	Iteration 23Q: 3 clusters Score -371118.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -371118.093750 Penalty: 2705.330566
	Iteration 24F: 3 clusters Score -371118.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (13307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Entering Unmasked Estep 
Score: -1083097.125000 Penalty: 1543.107300
	Iteration 0F: 2 clusters Score -1083097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1073865.750000 Penalty: 3086.214600
	Iteration 0F: 3 clusters Score -1073866 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1077051.625000 Penalty: 3086.214600
	Iteration 1F: 3 clusters Score -1077052 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1077619.000000 Penalty: 3086.214600
	Iteration 2F: 3 clusters Score -1077619 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1078297.375000 Penalty: 3086.214600
	Iteration 3F: 3 clusters Score -1078297 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1078999.500000 Penalty: 3086.214600
	Iteration 4F: 3 clusters Score -1079000 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1079639.000000 Penalty: 3086.214600
	Iteration 5F: 3 clusters Score -1079639 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1080107.375000 Penalty: 3086.214600
	Iteration 6F: 3 clusters Score -1080107 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1080442.750000 Penalty: 3086.214600
	Iteration 7Q: 3 clusters Score -1080443 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1080689.875000 Penalty: 3086.214600
	Iteration 8Q: 3 clusters Score -1080690 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1080878.500000 Penalty: 3086.214600
	Iteration 9Q: 3 clusters Score -1080878 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1081024.500000 Penalty: 3086.214600
	Iteration 10Q: 3 clusters Score -1081024 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1081142.250000 Penalty: 3086.214600
	Iteration 11Q: 3 clusters Score -1081142 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1081261.750000 Penalty: 3086.214600
	Iteration 12Q: 3 clusters Score -1081262 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1081379.875000 Penalty: 3086.214600
	Iteration 13Q: 3 clusters Score -1081380 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1081477.625000 Penalty: 3086.214600
	Iteration 14Q: 3 clusters Score -1081478 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1081566.125000 Penalty: 3086.214600
	Iteration 15Q: 3 clusters Score -1081566 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1081631.250000 Penalty: 3086.214600
	Iteration 16Q: 3 clusters Score -1081631 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1081672.125000 Penalty: 3086.214600
	Iteration 17Q: 3 clusters Score -1081672 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1081703.125000 Penalty: 3086.214600
	Iteration 18Q: 3 clusters Score -1081703 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1081728.750000 Penalty: 3086.214600
	Iteration 19Q: 3 clusters Score -1081729 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1081751.375000 Penalty: 3086.214600
	Iteration 20F: 3 clusters Score -1081751 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1081776.375000 Penalty: 3086.214600
	Iteration 21Q: 3 clusters Score -1081776 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1081795.375000 Penalty: 3086.214600
	Iteration 22Q: 3 clusters Score -1081795 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1081813.125000 Penalty: 3086.214600
	Iteration 23Q: 3 clusters Score -1081813 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1081826.625000 Penalty: 3086.214600
	Iteration 24Q: 3 clusters Score -1081827 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1081847.625000 Penalty: 3086.214600
	Iteration 25Q: 3 clusters Score -1081848 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1081862.875000 Penalty: 3086.214600
	Iteration 26Q: 3 clusters Score -1081863 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1081872.375000 Penalty: 3086.214600
	Iteration 27Q: 3 clusters Score -1081872 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1081890.250000 Penalty: 3086.214600
	Iteration 28Q: 3 clusters Score -1081890 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1081914.000000 Penalty: 3086.214600
	Iteration 29Q: 3 clusters Score -1081914 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1081940.875000 Penalty: 3086.214600
	Iteration 30Q: 3 clusters Score -1081941 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1081965.375000 Penalty: 3086.214600
	Iteration 31Q: 3 clusters Score -1081965 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1081985.125000 Penalty: 3086.214600
	Iteration 32Q: 3 clusters Score -1081985 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1082003.000000 Penalty: 3086.214600
	Iteration 33Q: 3 clusters Score -1082003 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1082018.750000 Penalty: 3086.214600
	Iteration 34Q: 3 clusters Score -1082019 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1082032.500000 Penalty: 3086.214600
	Iteration 35Q: 3 clusters Score -1082032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1082042.125000 Penalty: 3086.214600
	Iteration 36Q: 3 clusters Score -1082042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1082048.500000 Penalty: 3086.214600
	Iteration 37Q: 3 clusters Score -1082048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1082052.875000 Penalty: 3086.214600
	Iteration 38Q: 3 clusters Score -1082053 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1082059.750000 Penalty: 3086.214600
	Iteration 39Q: 3 clusters Score -1082060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1082061.375000 Penalty: 3086.214600
	Iteration 40F: 3 clusters Score -1082061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1082066.750000 Penalty: 3086.214600
	Iteration 41Q: 3 clusters Score -1082067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1082070.500000 Penalty: 3086.214600
	Iteration 42Q: 3 clusters Score -1082070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1082074.750000 Penalty: 3086.214600
	Iteration 43Q: 3 clusters Score -1082075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1082080.750000 Penalty: 3086.214600
	Iteration 44Q: 3 clusters Score -1082081 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1082084.500000 Penalty: 3086.214600
	Iteration 45Q: 3 clusters Score -1082084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1082091.750000 Penalty: 3086.214600
	Iteration 46Q: 3 clusters Score -1082092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1082094.250000 Penalty: 3086.214600
	Iteration 47Q: 3 clusters Score -1082094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1082098.375000 Penalty: 3086.214600
	Iteration 48Q: 3 clusters Score -1082098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1082100.375000 Penalty: 3086.214600
	Iteration 49Q: 3 clusters Score -1082100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1082106.250000 Penalty: 3086.214600
	Iteration 50Q: 3 clusters Score -1082106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1082112.000000 Penalty: 3086.214600
	Iteration 51Q: 3 clusters Score -1082112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1082121.250000 Penalty: 3086.214600
	Iteration 52Q: 3 clusters Score -1082121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1082128.500000 Penalty: 3086.214600
	Iteration 53Q: 3 clusters Score -1082128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1082139.500000 Penalty: 3086.214600
	Iteration 54Q: 3 clusters Score -1082140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1082147.750000 Penalty: 3086.214600
	Iteration 55Q: 3 clusters Score -1082148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1082156.875000 Penalty: 3086.214600
	Iteration 56Q: 3 clusters Score -1082157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1082162.375000 Penalty: 3086.214600
	Iteration 57Q: 3 clusters Score -1082162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1082163.875000 Penalty: 3086.214600
	Iteration 58Q: 3 clusters Score -1082164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1082167.625000 Penalty: 3086.214600
	Iteration 59Q: 3 clusters Score -1082168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1082174.375000 Penalty: 3086.214600
	Iteration 60F: 3 clusters Score -1082174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1082178.500000 Penalty: 3086.214600
	Iteration 61Q: 3 clusters Score -1082178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1082181.500000 Penalty: 3086.214600
	Iteration 62Q: 3 clusters Score -1082182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1082181.750000 Penalty: 3086.214600
	Iteration 63Q: 3 clusters Score -1082182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1082185.875000 Penalty: 3086.214600
	Iteration 64Q: 3 clusters Score -1082186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1082188.125000 Penalty: 3086.214600
	Iteration 65Q: 3 clusters Score -1082188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1082189.250000 Penalty: 3086.214600
	Iteration 66Q: 3 clusters Score -1082189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1082190.250000 Penalty: 3086.214600
	Iteration 67Q: 3 clusters Score -1082190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1082189.750000 Penalty: 3086.214600
	Iteration 68Q: 3 clusters Score -1082190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1082189.750000 Penalty: 3086.214600
	Iteration 69F: 3 clusters Score -1082190 nChanged 0
--- Evaluating fit on full set of 2874988 points ---
Entering Unmasked Estep 
Score: -253704656.000000 Penalty: 108748.273438
24->46 Clusters: Score -253704656.000000, best is -254858752.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 958329 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 39955 members 
Mstep: Class 3 contains 39913 members 
Mstep: Class 4 contains 40220 members 
Mstep: Class 5 contains 40170 members 
Mstep: Class 6 contains 40036 members 
Mstep: Class 7 contains 39828 members 
Mstep: Class 8 contains 39637 members 
Mstep: Class 9 contains 39794 members 
Mstep: Class 10 contains 39490 members 
Mstep: Class 11 contains 39955 members 
Mstep: Class 12 contains 39948 members 
Mstep: Class 13 contains 40282 members 
Mstep: Class 14 contains 39647 members 
Mstep: Class 15 contains 40048 members 
Mstep: Class 16 contains 39970 members 
Mstep: Class 17 contains 40137 members 
Mstep: Class 18 contains 39827 members 
Mstep: Class 19 contains 40050 members 
Mstep: Class 20 contains 39855 members 
Mstep: Class 21 contains 39834 members 
Mstep: Class 22 contains 40090 members 
Mstep: Class 23 contains 39907 members 
Mstep: Class 24 contains 39937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 686.961060 but Gain 2238.105469
Score: -78541104.000000 Penalty: 51476.386719
Iteration 0F: 24 clusters Score -7.85411e+07 nChanged 913350
Entering Unmasked Mstep 
Mstep: Class 0 contains 683 members 
Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 18246 members 
Mstep: Class 3 contains 39406 members 
Mstep: Class 4 contains 66618 members 
Mstep: Class 5 contains 25619 members 
Mstep: Class 6 contains 37739 members 
Mstep: Class 7 contains 35038 members 
Mstep: Class 8 contains 20953 members 
Mstep: Class 9 contains 68430 members 
Mstep: Class 10 contains 37883 members 
Mstep: Class 11 contains 29811 members 
Mstep: Class 12 contains 58185 members 
Mstep: Class 13 contains 90459 members 
Mstep: Class 14 contains 60709 members 
Mstep: Class 15 contains 34083 members 
Mstep: Class 16 contains 38002 members 
Mstep: Class 17 contains 31660 members 
Mstep: Class 18 contains 38024 members 
Mstep: Class 19 contains 51820 members 
Mstep: Class 20 contains 22618 members 
Mstep: Class 21 contains 48766 members 
Mstep: Class 22 contains 27620 members 
Mstep: Class 23 contains 37308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81927968.000000 Penalty: 51476.386719
Iteration 1F: 24 clusters Score -8.192797e+07 nChanged 365964
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 48771 members 
Mstep: Class 2 contains 7059 members 
Mstep: Class 3 contains 43076 members 
Mstep: Class 4 contains 76058 members 
Mstep: Class 5 contains 24013 members 
Mstep: Class 6 contains 29458 members 
Mstep: Class 7 contains 52852 members 
Mstep: Class 8 contains 13866 members 
Mstep: Class 9 contains 109742 members 
Mstep: Class 10 contains 29249 members 
Mstep: Class 11 contains 24382 members 
Mstep: Class 12 contains 41198 members 
Mstep: Class 13 contains 114707 members 
Mstep: Class 14 contains 65053 members 
Mstep: Class 15 contains 54990 members 
Mstep: Class 16 contains 31990 members 
Mstep: Class 17 contains 22928 members 
Mstep: Class 18 contains 32979 members 
Mstep: Class 19 contains 49519 members 
Mstep: Class 20 contains 19218 members 
Mstep: Class 21 contains 27230 members 
Mstep: Class 22 contains 13188 members 
Mstep: Class 23 contains 26737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -82845456.000000 Penalty: 51476.386719
Iteration 2F: 24 clusters Score -8.284546e+07 nChanged 266380
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 48439 members 
Mstep: Class 2 contains 4700 members 
Mstep: Class 3 contains 51672 members 
Mstep: Class 4 contains 67259 members 
Mstep: Class 5 contains 21068 members 
Mstep: Class 6 contains 22179 members 
Mstep: Class 7 contains 63533 members 
Mstep: Class 8 contains 10010 members 
Mstep: Class 9 contains 134314 members 
Mstep: Class 10 contains 28987 members 
Mstep: Class 11 contains 23950 members 
Mstep: Class 12 contains 31164 members 
Mstep: Class 13 contains 104641 members 
Mstep: Class 14 contains 65358 members 
Mstep: Class 15 contains 89243 members 
Mstep: Class 16 contains 28313 members 
Mstep: Class 17 contains 20831 members 
Mstep: Class 18 contains 33255 members 
Mstep: Class 19 contains 47732 members 
Mstep: Class 20 contains 16301 members 
Mstep: Class 21 contains 14261 members 
Mstep: Class 22 contains 8877 members 
Mstep: Class 23 contains 22226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83338736.000000 Penalty: 51476.386719
Iteration 3F: 24 clusters Score -8.333874e+07 nChanged 202549
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 44869 members 
Mstep: Class 2 contains 4439 members 
Mstep: Class 3 contains 63742 members 
Mstep: Class 4 contains 51867 members 
Mstep: Class 5 contains 17173 members 
Mstep: Class 6 contains 18030 members 
Mstep: Class 7 contains 65103 members 
Mstep: Class 8 contains 10067 members 
Mstep: Class 9 contains 152247 members 
Mstep: Class 10 contains 34260 members 
Mstep: Class 11 contains 24290 members 
Mstep: Class 12 contains 29761 members 
Mstep: Class 13 contains 78716 members 
Mstep: Class 14 contains 64405 members 
Mstep: Class 15 contains 119534 members 
Mstep: Class 16 contains 23754 members 
Mstep: Class 17 contains 22350 members 
Mstep: Class 18 contains 32596 members 
Mstep: Class 19 contains 49512 members 
Mstep: Class 20 contains 13921 members 
Mstep: Class 21 contains 11270 members 
Mstep: Class 22 contains 7755 members 
Mstep: Class 23 contains 18654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83625632.000000 Penalty: 51476.386719
Iteration 4F: 24 clusters Score -8.362563e+07 nChanged 155625
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 4523 members 
Mstep: Class 3 contains 72921 members 
Mstep: Class 4 contains 35720 members 
Mstep: Class 5 contains 14441 members 
Mstep: Class 6 contains 16342 members 
Mstep: Class 7 contains 65220 members 
Mstep: Class 8 contains 11323 members 
Mstep: Class 9 contains 167071 members 
Mstep: Class 10 contains 37105 members 
Mstep: Class 11 contains 23881 members 
Mstep: Class 12 contains 33187 members 
Mstep: Class 13 contains 57697 members 
Mstep: Class 14 contains 62231 members 
Mstep: Class 15 contains 142226 members 
Mstep: Class 16 contains 20387 members 
Mstep: Class 17 contains 26786 members 
Mstep: Class 18 contains 31864 members 
Mstep: Class 19 contains 52420 members 
Mstep: Class 20 contains 11530 members 
Mstep: Class 21 contains 11144 members 
Mstep: Class 22 contains 7255 members 
Mstep: Class 23 contains 14861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83810672.000000 Penalty: 51476.386719
Iteration 5F: 24 clusters Score -8.381067e+07 nChanged 118721
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 4847 members 
Mstep: Class 3 contains 77501 members 
Mstep: Class 4 contains 22610 members 
Mstep: Class 5 contains 12339 members 
Mstep: Class 6 contains 15121 members 
Mstep: Class 7 contains 65108 members 
Mstep: Class 8 contains 12564 members 
Mstep: Class 9 contains 174237 members 
Mstep: Class 10 contains 38170 members 
Mstep: Class 11 contains 23166 members 
Mstep: Class 12 contains 40825 members 
Mstep: Class 13 contains 45712 members 
Mstep: Class 14 contains 59502 members 
Mstep: Class 15 contains 160466 members 
Mstep: Class 16 contains 19073 members 
Mstep: Class 17 contains 31949 members 
Mstep: Class 18 contains 30813 members 
Mstep: Class 19 contains 53955 members 
Mstep: Class 20 contains 8918 members 
Mstep: Class 21 contains 12449 members 
Mstep: Class 22 contains 6879 members 
Mstep: Class 23 contains 11838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83935464.000000 Penalty: 51476.386719
Iteration 6F: 24 clusters Score -8.393546e+07 nChanged 90927
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 5266 members 
Mstep: Class 3 contains 79548 members 
Mstep: Class 4 contains 14324 members 
Mstep: Class 5 contains 11217 members 
Mstep: Class 6 contains 14164 members 
Mstep: Class 7 contains 64973 members 
Mstep: Class 8 contains 12961 members 
Mstep: Class 9 contains 172448 members 
Mstep: Class 10 contains 38891 members 
Mstep: Class 11 contains 22355 members 
Mstep: Class 12 contains 48688 members 
Mstep: Class 13 contains 40375 members 
Mstep: Class 14 contains 56895 members 
Mstep: Class 15 contains 176104 members 
Mstep: Class 16 contains 19458 members 
Mstep: Class 17 contains 36074 members 
Mstep: Class 18 contains 29399 members 
Mstep: Class 19 contains 53519 members 
Mstep: Class 20 contains 6864 members 
Mstep: Class 21 contains 14307 members 
Mstep: Class 22 contains 6661 members 
Mstep: Class 23 contains 10090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84020960.000000 Penalty: 51476.386719
Iteration 7F: 24 clusters Score -8.402096e+07 nChanged 72560
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 5845 members 
Mstep: Class 3 contains 80500 members 
Mstep: Class 4 contains 9736 members 
Mstep: Class 5 contains 10726 members 
Mstep: Class 6 contains 13200 members 
Mstep: Class 7 contains 64775 members 
Mstep: Class 8 contains 12900 members 
Mstep: Class 9 contains 165063 members 
Mstep: Class 10 contains 40832 members 
Mstep: Class 11 contains 21568 members 
Mstep: Class 12 contains 55902 members 
Mstep: Class 13 contains 37312 members 
Mstep: Class 14 contains 54287 members 
Mstep: Class 15 contains 189104 members 
Mstep: Class 16 contains 21191 members 
Mstep: Class 17 contains 38994 members 
Mstep: Class 18 contains 27948 members 
Mstep: Class 19 contains 52076 members 
Mstep: Class 20 contains 5491 members 
Mstep: Class 21 contains 15970 members 
Mstep: Class 22 contains 6593 members 
Mstep: Class 23 contains 9069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84087152.000000 Penalty: 51476.386719
Iteration 8F: 24 clusters Score -8.408715e+07 nChanged 59823
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 6398 members 
Mstep: Class 3 contains 80992 members 
Mstep: Class 4 contains 7039 members 
Mstep: Class 5 contains 10460 members 
Mstep: Class 6 contains 12230 members 
Mstep: Class 7 contains 64564 members 
Mstep: Class 8 contains 12815 members 
Mstep: Class 9 contains 156628 members 
Mstep: Class 10 contains 44532 members 
Mstep: Class 11 contains 20860 members 
Mstep: Class 12 contains 61325 members 
Mstep: Class 13 contains 35619 members 
Mstep: Class 14 contains 51282 members 
Mstep: Class 15 contains 198892 members 
Mstep: Class 16 contains 23608 members 
Mstep: Class 17 contains 40916 members 
Mstep: Class 18 contains 26709 members 
Mstep: Class 19 contains 50478 members 
Mstep: Class 20 contains 4801 members 
Mstep: Class 21 contains 17073 members 
Mstep: Class 22 contains 6536 members 
Mstep: Class 23 contains 8476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140680.000000 Penalty: 51476.386719
Iteration 9F: 24 clusters Score -8.414068e+07 nChanged 50003
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 6837 members 
Mstep: Class 3 contains 81163 members 
Mstep: Class 4 contains 5208 members 
Mstep: Class 5 contains 10316 members 
Mstep: Class 6 contains 11488 members 
Mstep: Class 7 contains 64306 members 
Mstep: Class 8 contains 12695 members 
Mstep: Class 9 contains 149587 members 
Mstep: Class 10 contains 49141 members 
Mstep: Class 11 contains 20274 members 
Mstep: Class 12 contains 64820 members 
Mstep: Class 13 contains 35404 members 
Mstep: Class 14 contains 48454 members 
Mstep: Class 15 contains 205456 members 
Mstep: Class 16 contains 25896 members 
Mstep: Class 17 contains 42040 members 
Mstep: Class 18 contains 25819 members 
Mstep: Class 19 contains 49220 members 
Mstep: Class 20 contains 4468 members 
Mstep: Class 21 contains 17660 members 
Mstep: Class 22 contains 6413 members 
Mstep: Class 23 contains 8136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84178328.000000 Penalty: 51476.386719
Iteration 10F: 24 clusters Score -8.417833e+07 nChanged 41077
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 7185 members 
Mstep: Class 3 contains 81119 members 
Mstep: Class 4 contains 3974 members 
Mstep: Class 5 contains 10255 members 
Mstep: Class 6 contains 11037 members 
Mstep: Class 7 contains 64029 members 
Mstep: Class 8 contains 12511 members 
Mstep: Class 9 contains 144658 members 
Mstep: Class 10 contains 54005 members 
Mstep: Class 11 contains 19811 members 
Mstep: Class 12 contains 66829 members 
Mstep: Class 13 contains 35856 members 
Mstep: Class 14 contains 46214 members 
Mstep: Class 15 contains 209452 members 
Mstep: Class 16 contains 27778 members 
Mstep: Class 17 contains 42492 members 
Mstep: Class 18 contains 25090 members 
Mstep: Class 19 contains 48422 members 
Mstep: Class 20 contains 4344 members 
Mstep: Class 21 contains 17916 members 
Mstep: Class 22 contains 6286 members 
Mstep: Class 23 contains 7989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84204432.000000 Penalty: 51476.386719
Iteration 11Q: 24 clusters Score -8.420443e+07 nChanged 33258
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 7507 members 
Mstep: Class 3 contains 80824 members 
Mstep: Class 4 contains 3085 members 
Mstep: Class 5 contains 10167 members 
Mstep: Class 6 contains 10735 members 
Mstep: Class 7 contains 63736 members 
Mstep: Class 8 contains 12327 members 
Mstep: Class 9 contains 141501 members 
Mstep: Class 10 contains 58564 members 
Mstep: Class 11 contains 19545 members 
Mstep: Class 12 contains 67720 members 
Mstep: Class 13 contains 36481 members 
Mstep: Class 14 contains 44604 members 
Mstep: Class 15 contains 211508 members 
Mstep: Class 16 contains 29435 members 
Mstep: Class 17 contains 42676 members 
Mstep: Class 18 contains 24480 members 
Mstep: Class 19 contains 48015 members 
Mstep: Class 20 contains 4362 members 
Mstep: Class 21 contains 17963 members 
Mstep: Class 22 contains 6174 members 
Mstep: Class 23 contains 7953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84219800.000000 Penalty: 51476.386719
Iteration 12Q: 24 clusters Score -8.42198e+07 nChanged 27141
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 7840 members 
Mstep: Class 3 contains 80239 members 
Mstep: Class 4 contains 2497 members 
Mstep: Class 5 contains 10012 members 
Mstep: Class 6 contains 10474 members 
Mstep: Class 7 contains 63431 members 
Mstep: Class 8 contains 12214 members 
Mstep: Class 9 contains 139434 members 
Mstep: Class 10 contains 62565 members 
Mstep: Class 11 contains 19476 members 
Mstep: Class 12 contains 67994 members 
Mstep: Class 13 contains 36944 members 
Mstep: Class 14 contains 43483 members 
Mstep: Class 15 contains 212433 members 
Mstep: Class 16 contains 31106 members 
Mstep: Class 17 contains 42701 members 
Mstep: Class 18 contains 23932 members 
Mstep: Class 19 contains 47874 members 
Mstep: Class 20 contains 4524 members 
Mstep: Class 21 contains 17941 members 
Mstep: Class 22 contains 5976 members 
Mstep: Class 23 contains 8012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84231568.000000 Penalty: 51476.386719
Iteration 13Q: 24 clusters Score -8.423157e+07 nChanged 22474
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 8274 members 
Mstep: Class 3 contains 79559 members 
Mstep: Class 4 contains 2160 members 
Mstep: Class 5 contains 9753 members 
Mstep: Class 6 contains 10247 members 
Mstep: Class 7 contains 63110 members 
Mstep: Class 8 contains 12126 members 
Mstep: Class 9 contains 137898 members 
Mstep: Class 10 contains 66144 members 
Mstep: Class 11 contains 19465 members 
Mstep: Class 12 contains 67974 members 
Mstep: Class 13 contains 37254 members 
Mstep: Class 14 contains 42652 members 
Mstep: Class 15 contains 212455 members 
Mstep: Class 16 contains 32793 members 
Mstep: Class 17 contains 42693 members 
Mstep: Class 18 contains 23375 members 
Mstep: Class 19 contains 47853 members 
Mstep: Class 20 contains 4817 members 
Mstep: Class 21 contains 17870 members 
Mstep: Class 22 contains 5820 members 
Mstep: Class 23 contains 8156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84240344.000000 Penalty: 51476.386719
Iteration 14Q: 24 clusters Score -8.424034e+07 nChanged 19107
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 8645 members 
Mstep: Class 3 contains 78819 members 
Mstep: Class 4 contains 1949 members 
Mstep: Class 5 contains 9511 members 
Mstep: Class 6 contains 10054 members 
Mstep: Class 7 contains 62754 members 
Mstep: Class 8 contains 12055 members 
Mstep: Class 9 contains 136543 members 
Mstep: Class 10 contains 69262 members 
Mstep: Class 11 contains 19529 members 
Mstep: Class 12 contains 67831 members 
Mstep: Class 13 contains 37334 members 
Mstep: Class 14 contains 42080 members 
Mstep: Class 15 contains 212045 members 
Mstep: Class 16 contains 34492 members 
Mstep: Class 17 contains 42666 members 
Mstep: Class 18 contains 22818 members 
Mstep: Class 19 contains 47942 members 
Mstep: Class 20 contains 5241 members 
Mstep: Class 21 contains 17818 members 
Mstep: Class 22 contains 5652 members 
Mstep: Class 23 contains 8341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84247792.000000 Penalty: 51476.386719
Iteration 15Q: 24 clusters Score -8.424779e+07 nChanged 16546
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 8893 members 
Mstep: Class 3 contains 78070 members 
Mstep: Class 4 contains 1802 members 
Mstep: Class 5 contains 9285 members 
Mstep: Class 6 contains 9879 members 
Mstep: Class 7 contains 62430 members 
Mstep: Class 8 contains 12020 members 
Mstep: Class 9 contains 135346 members 
Mstep: Class 10 contains 71968 members 
Mstep: Class 11 contains 19621 members 
Mstep: Class 12 contains 67649 members 
Mstep: Class 13 contains 37153 members 
Mstep: Class 14 contains 41653 members 
Mstep: Class 15 contains 211357 members 
Mstep: Class 16 contains 36145 members 
Mstep: Class 17 contains 42591 members 
Mstep: Class 18 contains 22258 members 
Mstep: Class 19 contains 48082 members 
Mstep: Class 20 contains 5797 members 
Mstep: Class 21 contains 17787 members 
Mstep: Class 22 contains 5505 members 
Mstep: Class 23 contains 8611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84253280.000000 Penalty: 51476.386719
Iteration 16Q: 24 clusters Score -8.425328e+07 nChanged 14583
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 9049 members 
Mstep: Class 3 contains 77360 members 
Mstep: Class 4 contains 1701 members 
Mstep: Class 5 contains 9070 members 
Mstep: Class 6 contains 9737 members 
Mstep: Class 7 contains 62158 members 
Mstep: Class 8 contains 11964 members 
Mstep: Class 9 contains 134316 members 
Mstep: Class 10 contains 74376 members 
Mstep: Class 11 contains 19726 members 
Mstep: Class 12 contains 67401 members 
Mstep: Class 13 contains 36803 members 
Mstep: Class 14 contains 41307 members 
Mstep: Class 15 contains 210541 members 
Mstep: Class 16 contains 37747 members 
Mstep: Class 17 contains 42500 members 
Mstep: Class 18 contains 21746 members 
Mstep: Class 19 contains 48253 members 
Mstep: Class 20 contains 6444 members 
Mstep: Class 21 contains 17719 members 
Mstep: Class 22 contains 5339 members 
Mstep: Class 23 contains 8964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84258600.000000 Penalty: 51476.386719
Iteration 17Q: 24 clusters Score -8.42586e+07 nChanged 13386
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 9073 members 
Mstep: Class 3 contains 76733 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9608 members 
Mstep: Class 7 contains 61935 members 
Mstep: Class 8 contains 11919 members 
Mstep: Class 9 contains 133427 members 
Mstep: Class 10 contains 76561 members 
Mstep: Class 11 contains 19854 members 
Mstep: Class 12 contains 67084 members 
Mstep: Class 13 contains 36277 members 
Mstep: Class 14 contains 41022 members 
Mstep: Class 15 contains 209672 members 
Mstep: Class 16 contains 39236 members 
Mstep: Class 17 contains 42409 members 
Mstep: Class 18 contains 21255 members 
Mstep: Class 19 contains 48354 members 
Mstep: Class 20 contains 7177 members 
Mstep: Class 21 contains 17645 members 
Mstep: Class 22 contains 5211 members 
Mstep: Class 23 contains 9384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84262464.000000 Penalty: 51476.386719
Iteration 18Q: 24 clusters Score -8.426246e+07 nChanged 12356
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 9076 members 
Mstep: Class 3 contains 76278 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 8740 members 
Mstep: Class 6 contains 9487 members 
Mstep: Class 7 contains 61743 members 
Mstep: Class 8 contains 11899 members 
Mstep: Class 9 contains 132668 members 
Mstep: Class 10 contains 78597 members 
Mstep: Class 11 contains 20012 members 
Mstep: Class 12 contains 66741 members 
Mstep: Class 13 contains 35604 members 
Mstep: Class 14 contains 40739 members 
Mstep: Class 15 contains 208771 members 
Mstep: Class 16 contains 40599 members 
Mstep: Class 17 contains 42343 members 
Mstep: Class 18 contains 20861 members 
Mstep: Class 19 contains 48366 members 
Mstep: Class 20 contains 7918 members 
Mstep: Class 21 contains 17541 members 
Mstep: Class 22 contains 5096 members 
Mstep: Class 23 contains 9766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84266184.000000 Penalty: 51476.386719
Iteration 19Q: 24 clusters Score -8.426618e+07 nChanged 11665
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 9075 members 
Mstep: Class 3 contains 75994 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 8594 members 
Mstep: Class 6 contains 9375 members 
Mstep: Class 7 contains 61590 members 
Mstep: Class 8 contains 11897 members 
Mstep: Class 9 contains 131992 members 
Mstep: Class 10 contains 80493 members 
Mstep: Class 11 contains 20197 members 
Mstep: Class 12 contains 66384 members 
Mstep: Class 13 contains 34773 members 
Mstep: Class 14 contains 40392 members 
Mstep: Class 15 contains 207842 members 
Mstep: Class 16 contains 41848 members 
Mstep: Class 17 contains 42313 members 
Mstep: Class 18 contains 20482 members 
Mstep: Class 19 contains 48297 members 
Mstep: Class 20 contains 8715 members 
Mstep: Class 21 contains 17437 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 10155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84271728.000000 Penalty: 51476.386719
Iteration 20F: 24 clusters Score -8.427173e+07 nChanged 12366
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 9362 members 
Mstep: Class 3 contains 75961 members 
Mstep: Class 4 contains 1510 members 
Mstep: Class 5 contains 8124 members 
Mstep: Class 6 contains 9247 members 
Mstep: Class 7 contains 61379 members 
Mstep: Class 8 contains 11885 members 
Mstep: Class 9 contains 131219 members 
Mstep: Class 10 contains 82314 members 
Mstep: Class 11 contains 20346 members 
Mstep: Class 12 contains 66066 members 
Mstep: Class 13 contains 33794 members 
Mstep: Class 14 contains 39836 members 
Mstep: Class 15 contains 206931 members 
Mstep: Class 16 contains 42987 members 
Mstep: Class 17 contains 42243 members 
Mstep: Class 18 contains 19965 members 
Mstep: Class 19 contains 48151 members 
Mstep: Class 20 contains 9757 members 
Mstep: Class 21 contains 17313 members 
Mstep: Class 22 contains 4794 members 
Mstep: Class 23 contains 10583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84276784.000000 Penalty: 51476.386719
Iteration 21Q: 24 clusters Score -8.427678e+07 nChanged 12606
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 9800 members 
Mstep: Class 3 contains 76110 members 
Mstep: Class 4 contains 1487 members 
Mstep: Class 5 contains 7645 members 
Mstep: Class 6 contains 9111 members 
Mstep: Class 7 contains 61085 members 
Mstep: Class 8 contains 11875 members 
Mstep: Class 9 contains 130527 members 
Mstep: Class 10 contains 84035 members 
Mstep: Class 11 contains 20466 members 
Mstep: Class 12 contains 65692 members 
Mstep: Class 13 contains 32663 members 
Mstep: Class 14 contains 39345 members 
Mstep: Class 15 contains 206068 members 
Mstep: Class 16 contains 44017 members 
Mstep: Class 17 contains 42175 members 
Mstep: Class 18 contains 19458 members 
Mstep: Class 19 contains 48132 members 
Mstep: Class 20 contains 10665 members 
Mstep: Class 21 contains 17191 members 
Mstep: Class 22 contains 4605 members 
Mstep: Class 23 contains 11077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84282312.000000 Penalty: 51476.386719
Iteration 22Q: 24 clusters Score -8.428231e+07 nChanged 12180
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 10343 members 
Mstep: Class 3 contains 76312 members 
Mstep: Class 4 contains 1475 members 
Mstep: Class 5 contains 7140 members 
Mstep: Class 6 contains 9018 members 
Mstep: Class 7 contains 60745 members 
Mstep: Class 8 contains 11873 members 
Mstep: Class 9 contains 129866 members 
Mstep: Class 10 contains 85593 members 
Mstep: Class 11 contains 20492 members 
Mstep: Class 12 contains 65371 members 
Mstep: Class 13 contains 31465 members 
Mstep: Class 14 contains 38955 members 
Mstep: Class 15 contains 205265 members 
Mstep: Class 16 contains 44939 members 
Mstep: Class 17 contains 42108 members 
Mstep: Class 18 contains 18937 members 
Mstep: Class 19 contains 48266 members 
Mstep: Class 20 contains 11502 members 
Mstep: Class 21 contains 17061 members 
Mstep: Class 22 contains 4449 members 
Mstep: Class 23 contains 11576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84287112.000000 Penalty: 51476.386719
Iteration 23Q: 24 clusters Score -8.428711e+07 nChanged 11644
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 10974 members 
Mstep: Class 3 contains 76345 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 6644 members 
Mstep: Class 6 contains 8932 members 
Mstep: Class 7 contains 60372 members 
Mstep: Class 8 contains 11865 members 
Mstep: Class 9 contains 129275 members 
Mstep: Class 10 contains 87109 members 
Mstep: Class 11 contains 20479 members 
Mstep: Class 12 contains 65086 members 
Mstep: Class 13 contains 30205 members 
Mstep: Class 14 contains 38642 members 
Mstep: Class 15 contains 204412 members 
Mstep: Class 16 contains 45823 members 
Mstep: Class 17 contains 42017 members 
Mstep: Class 18 contains 18380 members 
Mstep: Class 19 contains 48586 members 
Mstep: Class 20 contains 12238 members 
Mstep: Class 21 contains 16990 members 
Mstep: Class 22 contains 4323 members 
Mstep: Class 23 contains 12151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2232.705078 but Gain 2238.101562
Score: -84290688.000000 Penalty: 49238.285156
Iteration 24Q: 23 clusters Score -8.429069e+07 nChanged 12206
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 11631 members 
Mstep: Class 3 contains 76276 members 
Mstep: Class 5 contains 6210 members 
Mstep: Class 6 contains 8860 members 
Mstep: Class 7 contains 59908 members 
Mstep: Class 8 contains 11868 members 
Mstep: Class 9 contains 128749 members 
Mstep: Class 10 contains 88477 members 
Mstep: Class 11 contains 20438 members 
Mstep: Class 12 contains 64777 members 
Mstep: Class 13 contains 29029 members 
Mstep: Class 14 contains 38395 members 
Mstep: Class 15 contains 203571 members 
Mstep: Class 16 contains 46699 members 
Mstep: Class 17 contains 43424 members 
Mstep: Class 18 contains 17818 members 
Mstep: Class 19 contains 49018 members 
Mstep: Class 20 contains 12996 members 
Mstep: Class 21 contains 16899 members 
Mstep: Class 22 contains 4199 members 
Mstep: Class 23 contains 12709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84295936.000000 Penalty: 49238.285156
Iteration 25Q: 23 clusters Score -8.429594e+07 nChanged 9937
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 12275 members 
Mstep: Class 3 contains 76138 members 
Mstep: Class 5 contains 5799 members 
Mstep: Class 6 contains 8791 members 
Mstep: Class 7 contains 59434 members 
Mstep: Class 8 contains 11870 members 
Mstep: Class 9 contains 128301 members 
Mstep: Class 10 contains 89711 members 
Mstep: Class 11 contains 20402 members 
Mstep: Class 12 contains 64494 members 
Mstep: Class 13 contains 27977 members 
Mstep: Class 14 contains 38275 members 
Mstep: Class 15 contains 202719 members 
Mstep: Class 16 contains 47534 members 
Mstep: Class 17 contains 43202 members 
Mstep: Class 18 contains 17214 members 
Mstep: Class 19 contains 49526 members 
Mstep: Class 20 contains 13700 members 
Mstep: Class 21 contains 16839 members 
Mstep: Class 22 contains 4097 members 
Mstep: Class 23 contains 13404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84298888.000000 Penalty: 49238.285156
Iteration 26Q: 23 clusters Score -8.429889e+07 nChanged 9262
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 12883 members 
Mstep: Class 3 contains 75861 members 
Mstep: Class 5 contains 5435 members 
Mstep: Class 6 contains 8755 members 
Mstep: Class 7 contains 58902 members 
Mstep: Class 8 contains 11870 members 
Mstep: Class 9 contains 127927 members 
Mstep: Class 10 contains 90805 members 
Mstep: Class 11 contains 20382 members 
Mstep: Class 12 contains 64240 members 
Mstep: Class 13 contains 26978 members 
Mstep: Class 14 contains 38144 members 
Mstep: Class 15 contains 201846 members 
Mstep: Class 16 contains 48345 members 
Mstep: Class 17 contains 43065 members 
Mstep: Class 18 contains 16573 members 
Mstep: Class 19 contains 50154 members 
Mstep: Class 20 contains 14431 members 
Mstep: Class 21 contains 16771 members 
Mstep: Class 22 contains 4044 members 
Mstep: Class 23 contains 14081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84301984.000000 Penalty: 49238.285156
Iteration 27Q: 23 clusters Score -8.430198e+07 nChanged 8935
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 13365 members 
Mstep: Class 3 contains 75565 members 
Mstep: Class 5 contains 5191 members 
Mstep: Class 6 contains 8705 members 
Mstep: Class 7 contains 58284 members 
Mstep: Class 8 contains 11879 members 
Mstep: Class 9 contains 127571 members 
Mstep: Class 10 contains 91815 members 
Mstep: Class 11 contains 20378 members 
Mstep: Class 12 contains 63947 members 
Mstep: Class 13 contains 26031 members 
Mstep: Class 14 contains 38050 members 
Mstep: Class 15 contains 200892 members 
Mstep: Class 16 contains 49130 members 
Mstep: Class 17 contains 42949 members 
Mstep: Class 18 contains 15961 members 
Mstep: Class 19 contains 50805 members 
Mstep: Class 20 contains 15286 members 
Mstep: Class 21 contains 16742 members 
Mstep: Class 22 contains 4000 members 
Mstep: Class 23 contains 14757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84304880.000000 Penalty: 49238.285156
Iteration 28Q: 23 clusters Score -8.430488e+07 nChanged 8473
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 13646 members 
Mstep: Class 3 contains 75172 members 
Mstep: Class 5 contains 5104 members 
Mstep: Class 6 contains 8673 members 
Mstep: Class 7 contains 57651 members 
Mstep: Class 8 contains 11886 members 
Mstep: Class 9 contains 127248 members 
Mstep: Class 10 contains 92764 members 
Mstep: Class 11 contains 20396 members 
Mstep: Class 12 contains 63700 members 
Mstep: Class 13 contains 25196 members 
Mstep: Class 14 contains 38019 members 
Mstep: Class 15 contains 199914 members 
Mstep: Class 16 contains 49905 members 
Mstep: Class 17 contains 42861 members 
Mstep: Class 18 contains 15324 members 
Mstep: Class 19 contains 51413 members 
Mstep: Class 20 contains 16221 members 
Mstep: Class 21 contains 16655 members 
Mstep: Class 22 contains 3975 members 
Mstep: Class 23 contains 15416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84307448.000000 Penalty: 49238.285156
Iteration 29Q: 23 clusters Score -8.430745e+07 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 13716 members 
Mstep: Class 3 contains 74747 members 
Mstep: Class 5 contains 5120 members 
Mstep: Class 6 contains 8642 members 
Mstep: Class 7 contains 57022 members 
Mstep: Class 8 contains 11918 members 
Mstep: Class 9 contains 126980 members 
Mstep: Class 10 contains 93627 members 
Mstep: Class 11 contains 20410 members 
Mstep: Class 12 contains 63446 members 
Mstep: Class 13 contains 24441 members 
Mstep: Class 14 contains 37949 members 
Mstep: Class 15 contains 198790 members 
Mstep: Class 16 contains 50687 members 
Mstep: Class 17 contains 42783 members 
Mstep: Class 18 contains 14782 members 
Mstep: Class 19 contains 52070 members 
Mstep: Class 20 contains 17337 members 
Mstep: Class 21 contains 16555 members 
Mstep: Class 22 contains 3960 members 
Mstep: Class 23 contains 16010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84311096.000000 Penalty: 49238.285156
Iteration 30Q: 23 clusters Score -8.43111e+07 nChanged 8432
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 13876 members 
Mstep: Class 3 contains 74326 members 
Mstep: Class 5 contains 5204 members 
Mstep: Class 6 contains 8604 members 
Mstep: Class 7 contains 56297 members 
Mstep: Class 8 contains 11966 members 
Mstep: Class 9 contains 126706 members 
Mstep: Class 10 contains 94410 members 
Mstep: Class 11 contains 20405 members 
Mstep: Class 12 contains 63106 members 
Mstep: Class 13 contains 23761 members 
Mstep: Class 14 contains 37872 members 
Mstep: Class 15 contains 197583 members 
Mstep: Class 16 contains 51503 members 
Mstep: Class 17 contains 42725 members 
Mstep: Class 18 contains 14249 members 
Mstep: Class 19 contains 52735 members 
Mstep: Class 20 contains 18501 members 
Mstep: Class 21 contains 16402 members 
Mstep: Class 22 contains 3987 members 
Mstep: Class 23 contains 16620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84315144.000000 Penalty: 49238.285156
Iteration 31Q: 23 clusters Score -8.431514e+07 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 14445 members 
Mstep: Class 3 contains 73918 members 
Mstep: Class 5 contains 5293 members 
Mstep: Class 6 contains 8578 members 
Mstep: Class 7 contains 55386 members 
Mstep: Class 8 contains 11989 members 
Mstep: Class 9 contains 126449 members 
Mstep: Class 10 contains 95089 members 
Mstep: Class 11 contains 20375 members 
Mstep: Class 12 contains 62741 members 
Mstep: Class 13 contains 23163 members 
Mstep: Class 14 contains 37860 members 
Mstep: Class 15 contains 196298 members 
Mstep: Class 16 contains 52312 members 
Mstep: Class 17 contains 42668 members 
Mstep: Class 18 contains 13769 members 
Mstep: Class 19 contains 53420 members 
Mstep: Class 20 contains 19474 members 
Mstep: Class 21 contains 16195 members 
Mstep: Class 22 contains 4018 members 
Mstep: Class 23 contains 17273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84318664.000000 Penalty: 49238.285156
Iteration 32Q: 23 clusters Score -8.431866e+07 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 15191 members 
Mstep: Class 3 contains 73479 members 
Mstep: Class 5 contains 5359 members 
Mstep: Class 6 contains 8554 members 
Mstep: Class 7 contains 54501 members 
Mstep: Class 8 contains 12025 members 
Mstep: Class 9 contains 126230 members 
Mstep: Class 10 contains 95729 members 
Mstep: Class 11 contains 20317 members 
Mstep: Class 12 contains 62432 members 
Mstep: Class 13 contains 22610 members 
Mstep: Class 14 contains 37906 members 
Mstep: Class 15 contains 194904 members 
Mstep: Class 16 contains 53164 members 
Mstep: Class 17 contains 42629 members 
Mstep: Class 18 contains 13347 members 
Mstep: Class 19 contains 54126 members 
Mstep: Class 20 contains 20185 members 
Mstep: Class 21 contains 16003 members 
Mstep: Class 22 contains 4058 members 
Mstep: Class 23 contains 17861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84320704.000000 Penalty: 49238.285156
Iteration 33Q: 23 clusters Score -8.43207e+07 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 15848 members 
Mstep: Class 3 contains 73104 members 
Mstep: Class 5 contains 5394 members 
Mstep: Class 6 contains 8549 members 
Mstep: Class 7 contains 53809 members 
Mstep: Class 8 contains 12064 members 
Mstep: Class 9 contains 126056 members 
Mstep: Class 10 contains 96336 members 
Mstep: Class 11 contains 20242 members 
Mstep: Class 12 contains 62202 members 
Mstep: Class 13 contains 22156 members 
Mstep: Class 14 contains 37981 members 
Mstep: Class 15 contains 193281 members 
Mstep: Class 16 contains 54110 members 
Mstep: Class 17 contains 42593 members 
Mstep: Class 18 contains 12989 members 
Mstep: Class 19 contains 54784 members 
Mstep: Class 20 contains 20631 members 
Mstep: Class 21 contains 15853 members 
Mstep: Class 22 contains 4094 members 
Mstep: Class 23 contains 18437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84322400.000000 Penalty: 49238.285156
Iteration 34Q: 23 clusters Score -8.43224e+07 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 16341 members 
Mstep: Class 3 contains 72733 members 
Mstep: Class 5 contains 5425 members 
Mstep: Class 6 contains 8546 members 
Mstep: Class 7 contains 53299 members 
Mstep: Class 8 contains 12106 members 
Mstep: Class 9 contains 125908 members 
Mstep: Class 10 contains 96958 members 
Mstep: Class 11 contains 20165 members 
Mstep: Class 12 contains 62030 members 
Mstep: Class 13 contains 21812 members 
Mstep: Class 14 contains 38029 members 
Mstep: Class 15 contains 191449 members 
Mstep: Class 16 contains 55126 members 
Mstep: Class 17 contains 42569 members 
Mstep: Class 18 contains 12687 members 
Mstep: Class 19 contains 55400 members 
Mstep: Class 20 contains 21027 members 
Mstep: Class 21 contains 15703 members 
Mstep: Class 22 contains 4132 members 
Mstep: Class 23 contains 18995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84324344.000000 Penalty: 49238.285156
Iteration 35Q: 23 clusters Score -8.432434e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 16733 members 
Mstep: Class 3 contains 72390 members 
Mstep: Class 5 contains 5460 members 
Mstep: Class 6 contains 8561 members 
Mstep: Class 7 contains 52902 members 
Mstep: Class 8 contains 12158 members 
Mstep: Class 9 contains 125773 members 
Mstep: Class 10 contains 97504 members 
Mstep: Class 11 contains 20100 members 
Mstep: Class 12 contains 61906 members 
Mstep: Class 13 contains 21520 members 
Mstep: Class 14 contains 38072 members 
Mstep: Class 15 contains 189553 members 
Mstep: Class 16 contains 56185 members 
Mstep: Class 17 contains 42540 members 
Mstep: Class 18 contains 12461 members 
Mstep: Class 19 contains 56021 members 
Mstep: Class 20 contains 21259 members 
Mstep: Class 21 contains 15586 members 
Mstep: Class 22 contains 4180 members 
Mstep: Class 23 contains 19526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84325608.000000 Penalty: 49238.285156
Iteration 36Q: 23 clusters Score -8.432561e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 17037 members 
Mstep: Class 3 contains 72081 members 
Mstep: Class 5 contains 5488 members 
Mstep: Class 6 contains 8574 members 
Mstep: Class 7 contains 52598 members 
Mstep: Class 8 contains 12211 members 
Mstep: Class 9 contains 125659 members 
Mstep: Class 10 contains 98032 members 
Mstep: Class 11 contains 20037 members 
Mstep: Class 12 contains 61793 members 
Mstep: Class 13 contains 21298 members 
Mstep: Class 14 contains 38102 members 
Mstep: Class 15 contains 187492 members 
Mstep: Class 16 contains 57383 members 
Mstep: Class 17 contains 42516 members 
Mstep: Class 18 contains 12307 members 
Mstep: Class 19 contains 56586 members 
Mstep: Class 20 contains 21418 members 
Mstep: Class 21 contains 15482 members 
Mstep: Class 22 contains 4252 members 
Mstep: Class 23 contains 19990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84326888.000000 Penalty: 49238.285156
Iteration 37Q: 23 clusters Score -8.432689e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 17255 members 
Mstep: Class 3 contains 71798 members 
Mstep: Class 5 contains 5524 members 
Mstep: Class 6 contains 8581 members 
Mstep: Class 7 contains 52380 members 
Mstep: Class 8 contains 12265 members 
Mstep: Class 9 contains 125555 members 
Mstep: Class 10 contains 98541 members 
Mstep: Class 11 contains 19982 members 
Mstep: Class 12 contains 61692 members 
Mstep: Class 13 contains 21108 members 
Mstep: Class 14 contains 38058 members 
Mstep: Class 15 contains 185352 members 
Mstep: Class 16 contains 58712 members 
Mstep: Class 17 contains 42482 members 
Mstep: Class 18 contains 12239 members 
Mstep: Class 19 contains 57129 members 
Mstep: Class 20 contains 21442 members 
Mstep: Class 21 contains 15426 members 
Mstep: Class 22 contains 4339 members 
Mstep: Class 23 contains 20411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84327504.000000 Penalty: 49238.285156
Iteration 38Q: 23 clusters Score -8.43275e+07 nChanged 5591
Entering ConstructFrom: 
Score: -84327504.000000 Penalty: 49238.285156
Entering ConstructFrom: 
Trying to split cluster 1 (8100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Entering Unmasked Estep 
Score: -725185.000000 Penalty: 1462.438110
	Iteration 0F: 2 clusters Score -725185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -719241.500000 Penalty: 2924.876221
	Iteration 0F: 3 clusters Score -719241.5 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -721071.125000 Penalty: 2924.876221
	Iteration 1F: 3 clusters Score -721071.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -721305.437500 Penalty: 2924.876221
	Iteration 2F: 3 clusters Score -721305.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -721506.937500 Penalty: 2924.876221
	Iteration 3F: 3 clusters Score -721506.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -721678.875000 Penalty: 2924.876221
	Iteration 4Q: 3 clusters Score -721678.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -721808.187500 Penalty: 2924.876221
	Iteration 5Q: 3 clusters Score -721808.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -721950.000000 Penalty: 2924.876221
	Iteration 6Q: 3 clusters Score -721950 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -722086.562500 Penalty: 2924.876221
	Iteration 7Q: 3 clusters Score -722086.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -722228.187500 Penalty: 2924.876221
	Iteration 8Q: 3 clusters Score -722228.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -722394.812500 Penalty: 2924.876221
	Iteration 9Q: 3 clusters Score -722394.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -722561.562500 Penalty: 2924.876221
	Iteration 10Q: 3 clusters Score -722561.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -722728.875000 Penalty: 2924.876221
	Iteration 11Q: 3 clusters Score -722728.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -722905.625000 Penalty: 2924.876221
	Iteration 12Q: 3 clusters Score -722905.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -723082.625000 Penalty: 2924.876221
	Iteration 13Q: 3 clusters Score -723082.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -723231.625000 Penalty: 2924.876221
	Iteration 14Q: 3 clusters Score -723231.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -723359.500000 Penalty: 2924.876221
	Iteration 15Q: 3 clusters Score -723359.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -723501.000000 Penalty: 2924.876221
	Iteration 16Q: 3 clusters Score -723501 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -723614.750000 Penalty: 2924.876221
	Iteration 17Q: 3 clusters Score -723614.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -723712.062500 Penalty: 2924.876221
	Iteration 18Q: 3 clusters Score -723712.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -723803.187500 Penalty: 2924.876221
	Iteration 19Q: 3 clusters Score -723803.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -723888.437500 Penalty: 2924.876221
	Iteration 20F: 3 clusters Score -723888.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -723960.500000 Penalty: 2924.876221
	Iteration 21Q: 3 clusters Score -723960.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -724017.500000 Penalty: 2924.876221
	Iteration 22Q: 3 clusters Score -724017.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -724096.812500 Penalty: 2924.876221
	Iteration 23Q: 3 clusters Score -724096.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -724149.625000 Penalty: 2924.876221
	Iteration 24Q: 3 clusters Score -724149.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -724175.812500 Penalty: 2924.876221
	Iteration 25Q: 3 clusters Score -724175.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -724190.187500 Penalty: 2924.876221
	Iteration 26Q: 3 clusters Score -724190.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -724212.625000 Penalty: 2924.876221
	Iteration 27Q: 3 clusters Score -724212.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -724228.812500 Penalty: 2924.876221
	Iteration 28Q: 3 clusters Score -724228.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -724238.500000 Penalty: 2924.876221
	Iteration 29Q: 3 clusters Score -724238.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -724249.062500 Penalty: 2924.876221
	Iteration 30Q: 3 clusters Score -724249.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -724267.750000 Penalty: 2924.876221
	Iteration 31Q: 3 clusters Score -724267.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -724281.875000 Penalty: 2924.876221
	Iteration 32Q: 3 clusters Score -724281.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -724291.125000 Penalty: 2924.876221
	Iteration 33Q: 3 clusters Score -724291.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -724301.937500 Penalty: 2924.876221
	Iteration 34Q: 3 clusters Score -724301.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -724313.625000 Penalty: 2924.876221
	Iteration 35Q: 3 clusters Score -724313.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -724322.625000 Penalty: 2924.876221
	Iteration 36Q: 3 clusters Score -724322.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -724333.437500 Penalty: 2924.876221
	Iteration 37Q: 3 clusters Score -724333.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -724345.875000 Penalty: 2924.876221
	Iteration 38Q: 3 clusters Score -724345.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -724365.437500 Penalty: 2924.876221
	Iteration 39Q: 3 clusters Score -724365.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -724394.375000 Penalty: 2924.876221
	Iteration 40F: 3 clusters Score -724394.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -724434.125000 Penalty: 2924.876221
	Iteration 41Q: 3 clusters Score -724434.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -724510.750000 Penalty: 2924.876221
	Iteration 42Q: 3 clusters Score -724510.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -724597.187500 Penalty: 2924.876221
	Iteration 43Q: 3 clusters Score -724597.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -724676.750000 Penalty: 2924.876221
	Iteration 44Q: 3 clusters Score -724676.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -724795.437500 Penalty: 2924.876221
	Iteration 45Q: 3 clusters Score -724795.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -724922.250000 Penalty: 2924.876221
	Iteration 46Q: 3 clusters Score -724922.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -725012.875000 Penalty: 2924.876221
	Iteration 47Q: 3 clusters Score -725012.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -725071.000000 Penalty: 2924.876221
	Iteration 48Q: 3 clusters Score -725071 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -725117.250000 Penalty: 2924.876221
	Iteration 49Q: 3 clusters Score -725117.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -725140.312500 Penalty: 2924.876221
	Iteration 50Q: 3 clusters Score -725140.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -725151.500000 Penalty: 2924.876221
	Iteration 51Q: 3 clusters Score -725151.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -725157.437500 Penalty: 2924.876221
	Iteration 52Q: 3 clusters Score -725157.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -725160.687500 Penalty: 2924.876221
	Iteration 53Q: 3 clusters Score -725160.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -725163.687500 Penalty: 2924.876221
	Iteration 54Q: 3 clusters Score -725163.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -725166.812500 Penalty: 2924.876221
	Iteration 55Q: 3 clusters Score -725166.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -725166.375000 Penalty: 2924.876221
	Iteration 56Q: 3 clusters Score -725166.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -725168.250000 Penalty: 2924.876221
	Iteration 57Q: 3 clusters Score -725168.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -725168.500000 Penalty: 2924.876221
	Iteration 58Q: 3 clusters Score -725168.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -725171.375000 Penalty: 2924.876221
	Iteration 59Q: 3 clusters Score -725171.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -725177.625000 Penalty: 2924.876221
	Iteration 60F: 3 clusters Score -725177.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -725181.562500 Penalty: 2924.876221
	Iteration 61Q: 3 clusters Score -725181.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -725181.562500 Penalty: 2924.876221
	Iteration 62Q: 3 clusters Score -725181.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -725182.312500 Penalty: 2924.876221
	Iteration 63Q: 3 clusters Score -725182.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -725183.687500 Penalty: 2924.876221
	Iteration 64Q: 3 clusters Score -725183.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -725183.687500 Penalty: 2924.876221
	Iteration 65F: 3 clusters Score -725183.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Entering Unmasked Estep 
Score: -1411197.000000 Penalty: 1586.845215
	Iteration 0F: 2 clusters Score -1411197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1399392.625000 Penalty: 3173.690430
	Iteration 0F: 3 clusters Score -1399393 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1404034.750000 Penalty: 3173.690430
	Iteration 1F: 3 clusters Score -1404035 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1405144.125000 Penalty: 3173.690430
	Iteration 2F: 3 clusters Score -1405144 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1406456.750000 Penalty: 3173.690430
	Iteration 3F: 3 clusters Score -1406457 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1407735.500000 Penalty: 3173.690430
	Iteration 4F: 3 clusters Score -1407736 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1408637.875000 Penalty: 3173.690430
	Iteration 5F: 3 clusters Score -1408638 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1409202.875000 Penalty: 3173.690430
	Iteration 6F: 3 clusters Score -1409203 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1409596.125000 Penalty: 3173.690430
	Iteration 7Q: 3 clusters Score -1409596 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1409841.875000 Penalty: 3173.690430
	Iteration 8Q: 3 clusters Score -1409842 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1410008.125000 Penalty: 3173.690430
	Iteration 9Q: 3 clusters Score -1410008 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1410125.875000 Penalty: 3173.690430
	Iteration 10Q: 3 clusters Score -1410126 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1410199.125000 Penalty: 3173.690430
	Iteration 11Q: 3 clusters Score -1410199 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1410257.875000 Penalty: 3173.690430
	Iteration 12Q: 3 clusters Score -1410258 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1410312.875000 Penalty: 3173.690430
	Iteration 13Q: 3 clusters Score -1410313 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1410388.875000 Penalty: 3173.690430
	Iteration 14Q: 3 clusters Score -1410389 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1410493.375000 Penalty: 3173.690430
	Iteration 15Q: 3 clusters Score -1410493 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1410598.750000 Penalty: 3173.690430
	Iteration 16Q: 3 clusters Score -1410599 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1410701.875000 Penalty: 3173.690430
	Iteration 17Q: 3 clusters Score -1410702 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1410801.125000 Penalty: 3173.690430
	Iteration 18Q: 3 clusters Score -1410801 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1410856.000000 Penalty: 3173.690430
	Iteration 19Q: 3 clusters Score -1410856 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1410890.875000 Penalty: 3173.690430
	Iteration 20F: 3 clusters Score -1410891 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1410916.750000 Penalty: 3173.690430
	Iteration 21Q: 3 clusters Score -1410917 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1410939.875000 Penalty: 3173.690430
	Iteration 22Q: 3 clusters Score -1410940 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1410958.625000 Penalty: 3173.690430
	Iteration 23Q: 3 clusters Score -1410959 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1410972.500000 Penalty: 3173.690430
	Iteration 24Q: 3 clusters Score -1410972 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1410983.875000 Penalty: 3173.690430
	Iteration 25Q: 3 clusters Score -1410984 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1410998.625000 Penalty: 3173.690430
	Iteration 26Q: 3 clusters Score -1410999 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1411007.875000 Penalty: 3173.690430
	Iteration 27Q: 3 clusters Score -1411008 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1411017.750000 Penalty: 3173.690430
	Iteration 28Q: 3 clusters Score -1411018 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1411029.000000 Penalty: 3173.690430
	Iteration 29Q: 3 clusters Score -1411029 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1411039.875000 Penalty: 3173.690430
	Iteration 30Q: 3 clusters Score -1411040 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1411054.750000 Penalty: 3173.690430
	Iteration 31Q: 3 clusters Score -1411055 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1411069.000000 Penalty: 3173.690430
	Iteration 32Q: 3 clusters Score -1411069 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1411080.500000 Penalty: 3173.690430
	Iteration 33Q: 3 clusters Score -1411080 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1411098.750000 Penalty: 3173.690430
	Iteration 34Q: 3 clusters Score -1411099 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1411126.000000 Penalty: 3173.690430
	Iteration 35Q: 3 clusters Score -1411126 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1411144.875000 Penalty: 3173.690430
	Iteration 36Q: 3 clusters Score -1411145 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1411169.250000 Penalty: 3173.690430
	Iteration 37Q: 3 clusters Score -1411169 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1411189.000000 Penalty: 3173.690430
	Iteration 38Q: 3 clusters Score -1411189 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1411205.125000 Penalty: 3173.690430
	Iteration 39Q: 3 clusters Score -1411205 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1411220.750000 Penalty: 3173.690430
	Iteration 40F: 3 clusters Score -1411221 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1411243.875000 Penalty: 3173.690430
	Iteration 41Q: 3 clusters Score -1411244 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1411259.500000 Penalty: 3173.690430
	Iteration 42Q: 3 clusters Score -1411260 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1411268.375000 Penalty: 3173.690430
	Iteration 43Q: 3 clusters Score -1411268 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1411281.375000 Penalty: 3173.690430
	Iteration 44Q: 3 clusters Score -1411281 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1411295.125000 Penalty: 3173.690430
	Iteration 45Q: 3 clusters Score -1411295 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1411302.375000 Penalty: 3173.690430
	Iteration 46Q: 3 clusters Score -1411302 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1411306.375000 Penalty: 3173.690430
	Iteration 47Q: 3 clusters Score -1411306 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1411306.000000 Penalty: 3173.690430
	Iteration 48Q: 3 clusters Score -1411306 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1411309.750000 Penalty: 3173.690430
	Iteration 49Q: 3 clusters Score -1411310 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1411312.250000 Penalty: 3173.690430
	Iteration 50Q: 3 clusters Score -1411312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1411312.250000 Penalty: 3173.690430
	Iteration 51Q: 3 clusters Score -1411312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1411316.625000 Penalty: 3173.690430
	Iteration 52Q: 3 clusters Score -1411317 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1411319.125000 Penalty: 3173.690430
	Iteration 53Q: 3 clusters Score -1411319 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1411324.250000 Penalty: 3173.690430
	Iteration 54Q: 3 clusters Score -1411324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1411321.875000 Penalty: 3173.690430
	Iteration 55Q: 3 clusters Score -1411322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1411325.875000 Penalty: 3173.690430
	Iteration 56Q: 3 clusters Score -1411326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1411328.375000 Penalty: 3173.690430
	Iteration 57Q: 3 clusters Score -1411328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1411329.750000 Penalty: 3173.690430
	Iteration 58Q: 3 clusters Score -1411330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1411331.625000 Penalty: 3173.690430
	Iteration 59Q: 3 clusters Score -1411332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1411332.375000 Penalty: 3173.690430
	Iteration 60F: 3 clusters Score -1411332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1411333.250000 Penalty: 3173.690430
	Iteration 61Q: 3 clusters Score -1411333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1411333.500000 Penalty: 3173.690430
	Iteration 62Q: 3 clusters Score -1411334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1411333.750000 Penalty: 3173.690430
	Iteration 63Q: 3 clusters Score -1411334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1411334.750000 Penalty: 3173.690430
	Iteration 64Q: 3 clusters Score -1411335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1411335.375000 Penalty: 3173.690430
	Iteration 65Q: 3 clusters Score -1411335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1411333.375000 Penalty: 3173.690430
	Iteration 66Q: 3 clusters Score -1411333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1411331.125000 Penalty: 3173.690430
	Iteration 67Q: 3 clusters Score -1411331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1411334.125000 Penalty: 3173.690430
	Iteration 68Q: 3 clusters Score -1411334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1411333.375000 Penalty: 3173.690430
	Iteration 69Q: 3 clusters Score -1411333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1411333.625000 Penalty: 3173.690430
	Iteration 70Q: 3 clusters Score -1411334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1411331.250000 Penalty: 3173.690430
	Iteration 71Q: 3 clusters Score -1411331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1411334.750000 Penalty: 3173.690430
	Iteration 72Q: 3 clusters Score -1411335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1411334.625000 Penalty: 3173.690430
	Iteration 73Q: 3 clusters Score -1411335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1411334.625000 Penalty: 3173.690430
	Iteration 74F: 3 clusters Score -1411335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 8519 members 
Mstep: Class 3 contains 71570 members 
Mstep: Class 4 contains 8898 members 
Mstep: Class 5 contains 5558 members 
Mstep: Class 6 contains 8586 members 
Mstep: Class 7 contains 52214 members 
Mstep: Class 8 contains 12358 members 
Mstep: Class 9 contains 125449 members 
Mstep: Class 10 contains 99007 members 
Mstep: Class 11 contains 19924 members 
Mstep: Class 12 contains 61610 members 
Mstep: Class 13 contains 20883 members 
Mstep: Class 14 contains 37936 members 
Mstep: Class 15 contains 183151 members 
Mstep: Class 16 contains 60172 members 
Mstep: Class 17 contains 42455 members 
Mstep: Class 18 contains 12211 members 
Mstep: Class 19 contains 57668 members 
Mstep: Class 20 contains 21375 members 
Mstep: Class 21 contains 15388 members 
Mstep: Class 22 contains 4442 members 
Mstep: Class 23 contains 20844 members 
Entering Unmasked Estep 
Score: -84327720.000000 Penalty: 51476.386719
Splitting cluster 2 changes total score from -84327504.000000 to -84327720.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 3 (71570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71570 members 
Entering Unmasked Estep 
Score: -6554786.000000 Penalty: 1816.495117
	Iteration 0F: 2 clusters Score -6554786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -6507310.000000 Penalty: 3632.990234
	Iteration 0F: 3 clusters Score -6507310 nChanged 33721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -6526603.500000 Penalty: 3632.990234
	Iteration 1F: 3 clusters Score -6526604 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -6527707.500000 Penalty: 3632.990234
	Iteration 2Q: 3 clusters Score -6527708 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -6529525.000000 Penalty: 3632.990234
	Iteration 3F: 3 clusters Score -6529525 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -6532173.000000 Penalty: 3632.990234
	Iteration 4F: 3 clusters Score -6532173 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -6536165.500000 Penalty: 3632.990234
	Iteration 5F: 3 clusters Score -6536166 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53528 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -6540731.000000 Penalty: 3632.990234
	Iteration 6F: 3 clusters Score -6540731 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57402 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -6544722.500000 Penalty: 3632.990234
	Iteration 7F: 3 clusters Score -6544722 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60192 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -6547904.000000 Penalty: 3632.990234
	Iteration 8Q: 3 clusters Score -6547904 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62039 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -6550674.000000 Penalty: 3632.990234
	Iteration 9Q: 3 clusters Score -6550674 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63051 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -6552290.000000 Penalty: 3632.990234
	Iteration 10Q: 3 clusters Score -6552290 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63695 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -6552994.000000 Penalty: 3632.990234
	Iteration 11Q: 3 clusters Score -6552994 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64197 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -6553320.000000 Penalty: 3632.990234
	Iteration 12Q: 3 clusters Score -6553320 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64633 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -6553533.500000 Penalty: 3632.990234
	Iteration 13Q: 3 clusters Score -6553534 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65010 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -6553683.500000 Penalty: 3632.990234
	Iteration 14Q: 3 clusters Score -6553684 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65316 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -6553762.000000 Penalty: 3632.990234
	Iteration 15Q: 3 clusters Score -6553762 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65572 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -6553807.500000 Penalty: 3632.990234
	Iteration 16Q: 3 clusters Score -6553808 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65791 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -6553896.000000 Penalty: 3632.990234
	Iteration 17Q: 3 clusters Score -6553896 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65989 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -6553941.000000 Penalty: 3632.990234
	Iteration 18Q: 3 clusters Score -6553941 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66175 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -6553979.000000 Penalty: 3632.990234
	Iteration 19Q: 3 clusters Score -6553979 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66332 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -6553990.000000 Penalty: 3632.990234
	Iteration 20F: 3 clusters Score -6553990 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66464 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -6554019.500000 Penalty: 3632.990234
	Iteration 21Q: 3 clusters Score -6554020 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66557 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -6554062.500000 Penalty: 3632.990234
	Iteration 22Q: 3 clusters Score -6554062 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66633 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -6554062.000000 Penalty: 3632.990234
	Iteration 23Q: 3 clusters Score -6554062 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66700 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -6554074.000000 Penalty: 3632.990234
	Iteration 24Q: 3 clusters Score -6554074 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66774 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -6554073.000000 Penalty: 3632.990234
	Iteration 25Q: 3 clusters Score -6554073 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66847 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -6554092.000000 Penalty: 3632.990234
	Iteration 26Q: 3 clusters Score -6554092 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66920 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -6554124.500000 Penalty: 3632.990234
	Iteration 27Q: 3 clusters Score -6554124 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66997 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -6554131.000000 Penalty: 3632.990234
	Iteration 28Q: 3 clusters Score -6554131 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67079 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -6554143.500000 Penalty: 3632.990234
	Iteration 29Q: 3 clusters Score -6554144 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67166 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -6554159.500000 Penalty: 3632.990234
	Iteration 30Q: 3 clusters Score -6554160 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67243 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -6554154.500000 Penalty: 3632.990234
	Iteration 31Q: 3 clusters Score -6554154 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67318 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -6554165.500000 Penalty: 3632.990234
	Iteration 32Q: 3 clusters Score -6554166 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67380 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -6554183.000000 Penalty: 3632.990234
	Iteration 33Q: 3 clusters Score -6554183 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67425 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -6554184.500000 Penalty: 3632.990234
	Iteration 34Q: 3 clusters Score -6554184 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67473 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -6554180.000000 Penalty: 3632.990234
	Iteration 35Q: 3 clusters Score -6554180 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67521 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -6554187.000000 Penalty: 3632.990234
	Iteration 36Q: 3 clusters Score -6554187 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67556 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -6554199.000000 Penalty: 3632.990234
	Iteration 37Q: 3 clusters Score -6554199 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67592 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -6554199.500000 Penalty: 3632.990234
	Iteration 38Q: 3 clusters Score -6554200 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67639 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -6554210.500000 Penalty: 3632.990234
	Iteration 39Q: 3 clusters Score -6554210 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67677 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -6554221.000000 Penalty: 3632.990234
	Iteration 40F: 3 clusters Score -6554221 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67723 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -6554216.000000 Penalty: 3632.990234
	Iteration 41Q: 3 clusters Score -6554216 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67770 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -6554228.000000 Penalty: 3632.990234
	Iteration 42Q: 3 clusters Score -6554228 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67819 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -6554232.000000 Penalty: 3632.990234
	Iteration 43Q: 3 clusters Score -6554232 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67860 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -6554254.000000 Penalty: 3632.990234
	Iteration 44Q: 3 clusters Score -6554254 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67893 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -6554259.500000 Penalty: 3632.990234
	Iteration 45Q: 3 clusters Score -6554260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67924 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -6554258.000000 Penalty: 3632.990234
	Iteration 46Q: 3 clusters Score -6554258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67947 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -6554261.000000 Penalty: 3632.990234
	Iteration 47Q: 3 clusters Score -6554261 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67972 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -6554250.000000 Penalty: 3632.990234
	Iteration 48Q: 3 clusters Score -6554250 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68002 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -6554246.500000 Penalty: 3632.990234
	Iteration 49Q: 3 clusters Score -6554246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68033 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -6554257.500000 Penalty: 3632.990234
	Iteration 50Q: 3 clusters Score -6554258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68060 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -6554261.500000 Penalty: 3632.990234
	Iteration 51Q: 3 clusters Score -6554262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68086 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -6554273.500000 Penalty: 3632.990234
	Iteration 52Q: 3 clusters Score -6554274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68111 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -6554269.000000 Penalty: 3632.990234
	Iteration 53Q: 3 clusters Score -6554269 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68136 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -6554267.500000 Penalty: 3632.990234
	Iteration 54Q: 3 clusters Score -6554268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68148 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -6554262.000000 Penalty: 3632.990234
	Iteration 55Q: 3 clusters Score -6554262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68159 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -6554271.000000 Penalty: 3632.990234
	Iteration 56Q: 3 clusters Score -6554271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68176 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -6554273.000000 Penalty: 3632.990234
	Iteration 57Q: 3 clusters Score -6554273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68186 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -6554269.000000 Penalty: 3632.990234
	Iteration 58Q: 3 clusters Score -6554269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68198 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -6554275.000000 Penalty: 3632.990234
	Iteration 59Q: 3 clusters Score -6554275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68209 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -6554273.500000 Penalty: 3632.990234
	Iteration 60F: 3 clusters Score -6554274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68226 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -6554278.000000 Penalty: 3632.990234
	Iteration 61Q: 3 clusters Score -6554278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68238 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -6554278.000000 Penalty: 3632.990234
	Iteration 62Q: 3 clusters Score -6554278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68256 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -6554274.500000 Penalty: 3632.990234
	Iteration 63Q: 3 clusters Score -6554274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68272 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -6554280.500000 Penalty: 3632.990234
	Iteration 64Q: 3 clusters Score -6554280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68286 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -6554273.000000 Penalty: 3632.990234
	Iteration 65Q: 3 clusters Score -6554273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68298 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -6554271.500000 Penalty: 3632.990234
	Iteration 66Q: 3 clusters Score -6554272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68312 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -6554272.500000 Penalty: 3632.990234
	Iteration 67Q: 3 clusters Score -6554272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68326 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -6554284.000000 Penalty: 3632.990234
	Iteration 68Q: 3 clusters Score -6554284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68342 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -6554279.000000 Penalty: 3632.990234
	Iteration 69Q: 3 clusters Score -6554279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68355 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -6554293.000000 Penalty: 3632.990234
	Iteration 70Q: 3 clusters Score -6554293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68371 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -6554284.000000 Penalty: 3632.990234
	Iteration 71Q: 3 clusters Score -6554284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68384 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -6554287.000000 Penalty: 3632.990234
	Iteration 72Q: 3 clusters Score -6554287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68400 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -6554287.500000 Penalty: 3632.990234
	Iteration 73Q: 3 clusters Score -6554288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68414 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -6554296.000000 Penalty: 3632.990234
	Iteration 74Q: 3 clusters Score -6554296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68427 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -6554288.000000 Penalty: 3632.990234
	Iteration 75Q: 3 clusters Score -6554288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68437 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -6554282.500000 Penalty: 3632.990234
	Iteration 76Q: 3 clusters Score -6554282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68444 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -6554286.000000 Penalty: 3632.990234
	Iteration 77Q: 3 clusters Score -6554286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68452 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -6554285.000000 Penalty: 3632.990234
	Iteration 78Q: 3 clusters Score -6554285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68456 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -6554290.000000 Penalty: 3632.990234
	Iteration 79Q: 3 clusters Score -6554290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68459 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -6554297.000000 Penalty: 3632.990234
	Iteration 80F: 3 clusters Score -6554297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68460 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -6554294.000000 Penalty: 3632.990234
	Iteration 81Q: 3 clusters Score -6554294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68461 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -6554294.500000 Penalty: 3632.990234
	Iteration 82Q: 3 clusters Score -6554294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68461 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -6554294.500000 Penalty: 3632.990234
	Iteration 83F: 3 clusters Score -6554294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Entering Unmasked Estep 
Score: -396983.843750 Penalty: 1401.236450
	Iteration 0F: 2 clusters Score -396983.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -392804.937500 Penalty: 2802.472900
	Iteration 0F: 3 clusters Score -392804.9 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -397135.875000 Penalty: 2802.472900
	Iteration 1F: 3 clusters Score -397135.9 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -400746.562500 Penalty: 2802.472900
	Iteration 2F: 3 clusters Score -400746.6 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -403527.156250 Penalty: 2802.472900
	Iteration 3F: 3 clusters Score -403527.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -404580.843750 Penalty: 2802.472900
	Iteration 4F: 3 clusters Score -404580.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -404925.406250 Penalty: 2802.472900
	Iteration 5Q: 3 clusters Score -404925.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -405115.812500 Penalty: 2802.472900
	Iteration 6Q: 3 clusters Score -405115.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -405260.062500 Penalty: 2802.472900
	Iteration 7Q: 3 clusters Score -405260.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -405416.531250 Penalty: 2802.472900
	Iteration 8Q: 3 clusters Score -405416.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -405538.843750 Penalty: 2802.472900
	Iteration 9Q: 3 clusters Score -405538.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -405593.718750 Penalty: 2802.472900
	Iteration 10Q: 3 clusters Score -405593.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -405611.843750 Penalty: 2802.472900
	Iteration 11Q: 3 clusters Score -405611.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -405620.843750 Penalty: 2802.472900
	Iteration 12Q: 3 clusters Score -405620.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -405626.062500 Penalty: 2802.472900
	Iteration 13Q: 3 clusters Score -405626.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -405628.625000 Penalty: 2802.472900
	Iteration 14Q: 3 clusters Score -405628.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -405629.437500 Penalty: 2802.472900
	Iteration 15Q: 3 clusters Score -405629.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -405630.750000 Penalty: 2802.472900
	Iteration 16Q: 3 clusters Score -405630.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -405630.906250 Penalty: 2802.472900
	Iteration 17Q: 3 clusters Score -405630.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -405631.281250 Penalty: 2802.472900
	Iteration 18Q: 3 clusters Score -405631.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -405631.281250 Penalty: 2802.472900
	Iteration 19F: 3 clusters Score -405631.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 8519 members 
Mstep: Class 3 contains 71570 members 
Mstep: Class 4 contains 8898 members 
Mstep: Class 5 contains 1845 members 
Mstep: Class 6 contains 8586 members 
Mstep: Class 7 contains 52214 members 
Mstep: Class 8 contains 12358 members 
Mstep: Class 9 contains 125449 members 
Mstep: Class 10 contains 99007 members 
Mstep: Class 11 contains 19924 members 
Mstep: Class 12 contains 61610 members 
Mstep: Class 13 contains 20883 members 
Mstep: Class 14 contains 37936 members 
Mstep: Class 15 contains 183151 members 
Mstep: Class 16 contains 60172 members 
Mstep: Class 17 contains 42455 members 
Mstep: Class 18 contains 12211 members 
Mstep: Class 19 contains 57668 members 
Mstep: Class 20 contains 21375 members 
Mstep: Class 21 contains 15388 members 
Mstep: Class 22 contains 4442 members 
Mstep: Class 23 contains 20844 members 
Mstep: Class 24 contains 3713 members 
Entering Unmasked Estep 
Score: -84335472.000000 Penalty: 53714.492188
Splitting cluster 5 changes total score from -84327504.000000 to -84335472.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (8586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Entering Unmasked Estep 
Score: -762145.187500 Penalty: 1471.906860
	Iteration 0F: 2 clusters Score -762145.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -755916.312500 Penalty: 2943.813721
	Iteration 0F: 3 clusters Score -755916.3 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -758173.125000 Penalty: 2943.813721
	Iteration 1F: 3 clusters Score -758173.1 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -758772.875000 Penalty: 2943.813721
	Iteration 2F: 3 clusters Score -758772.9 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -759418.000000 Penalty: 2943.813721
	Iteration 3F: 3 clusters Score -759418 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -760191.562500 Penalty: 2943.813721
	Iteration 4F: 3 clusters Score -760191.6 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -761158.000000 Penalty: 2943.813721
	Iteration 5F: 3 clusters Score -761158 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -761860.437500 Penalty: 2943.813721
	Iteration 6F: 3 clusters Score -761860.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -762216.750000 Penalty: 2943.813721
	Iteration 7F: 3 clusters Score -762216.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -762380.187500 Penalty: 2943.813721
	Iteration 8Q: 3 clusters Score -762380.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -762456.750000 Penalty: 2943.813721
	Iteration 9Q: 3 clusters Score -762456.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -762496.562500 Penalty: 2943.813721
	Iteration 10Q: 3 clusters Score -762496.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -762524.750000 Penalty: 2943.813721
	Iteration 11Q: 3 clusters Score -762524.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -762544.250000 Penalty: 2943.813721
	Iteration 12Q: 3 clusters Score -762544.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -762560.437500 Penalty: 2943.813721
	Iteration 13Q: 3 clusters Score -762560.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -762570.437500 Penalty: 2943.813721
	Iteration 14Q: 3 clusters Score -762570.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -762575.062500 Penalty: 2943.813721
	Iteration 15Q: 3 clusters Score -762575.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -762577.000000 Penalty: 2943.813721
	Iteration 16Q: 3 clusters Score -762577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -762582.312500 Penalty: 2943.813721
	Iteration 17Q: 3 clusters Score -762582.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -762584.437500 Penalty: 2943.813721
	Iteration 18Q: 3 clusters Score -762584.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -762586.312500 Penalty: 2943.813721
	Iteration 19Q: 3 clusters Score -762586.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -762586.875000 Penalty: 2943.813721
	Iteration 20F: 3 clusters Score -762586.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -762588.687500 Penalty: 2943.813721
	Iteration 21Q: 3 clusters Score -762588.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -762588.500000 Penalty: 2943.813721
	Iteration 22Q: 3 clusters Score -762588.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -762588.750000 Penalty: 2943.813721
	Iteration 23Q: 3 clusters Score -762588.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -762589.937500 Penalty: 2943.813721
	Iteration 24Q: 3 clusters Score -762589.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -762591.312500 Penalty: 2943.813721
	Iteration 25Q: 3 clusters Score -762591.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -762591.562500 Penalty: 2943.813721
	Iteration 26Q: 3 clusters Score -762591.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -762594.750000 Penalty: 2943.813721
	Iteration 27Q: 3 clusters Score -762594.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -762596.500000 Penalty: 2943.813721
	Iteration 28Q: 3 clusters Score -762596.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -762597.000000 Penalty: 2943.813721
	Iteration 29Q: 3 clusters Score -762597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -762597.750000 Penalty: 2943.813721
	Iteration 30Q: 3 clusters Score -762597.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -762600.125000 Penalty: 2943.813721
	Iteration 31Q: 3 clusters Score -762600.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -762601.125000 Penalty: 2943.813721
	Iteration 32Q: 3 clusters Score -762601.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -762600.000000 Penalty: 2943.813721
	Iteration 33Q: 3 clusters Score -762600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -762599.062500 Penalty: 2943.813721
	Iteration 34Q: 3 clusters Score -762599.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -762598.312500 Penalty: 2943.813721
	Iteration 35Q: 3 clusters Score -762598.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -762600.437500 Penalty: 2943.813721
	Iteration 36Q: 3 clusters Score -762600.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -762600.125000 Penalty: 2943.813721
	Iteration 37Q: 3 clusters Score -762600.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -762600.125000 Penalty: 2943.813721
	Iteration 38F: 3 clusters Score -762600.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 8519 members 
Mstep: Class 3 contains 71570 members 
Mstep: Class 4 contains 8898 members 
Mstep: Class 5 contains 1845 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 52214 members 
Mstep: Class 8 contains 12358 members 
Mstep: Class 9 contains 125449 members 
Mstep: Class 10 contains 99007 members 
Mstep: Class 11 contains 19924 members 
Mstep: Class 12 contains 61610 members 
Mstep: Class 13 contains 20883 members 
Mstep: Class 14 contains 37936 members 
Mstep: Class 15 contains 183151 members 
Mstep: Class 16 contains 60172 members 
Mstep: Class 17 contains 42455 members 
Mstep: Class 18 contains 12211 members 
Mstep: Class 19 contains 57668 members 
Mstep: Class 20 contains 21375 members 
Mstep: Class 21 contains 15388 members 
Mstep: Class 22 contains 4442 members 
Mstep: Class 23 contains 20844 members 
Mstep: Class 24 contains 3713 members 
Mstep: Class 25 contains 7048 members 
Entering Unmasked Estep 
Score: -84334760.000000 Penalty: 55952.593750
Splitting cluster 6 changes total score from -84327504.000000 to -84334760.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (52214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52214 members 
Entering Unmasked Estep 
Score: -4675793.500000 Penalty: 1765.254639
	Iteration 0F: 2 clusters Score -4675794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -4641065.500000 Penalty: 3530.509277
	Iteration 0F: 3 clusters Score -4641066 nChanged 24352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -4655549.500000 Penalty: 3530.509277
	Iteration 1F: 3 clusters Score -4655550 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -4656585.500000 Penalty: 3530.509277
	Iteration 2Q: 3 clusters Score -4656586 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -4658066.000000 Penalty: 3530.509277
	Iteration 3F: 3 clusters Score -4658066 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -4659942.500000 Penalty: 3530.509277
	Iteration 4F: 3 clusters Score -4659942 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -4662255.500000 Penalty: 3530.509277
	Iteration 5F: 3 clusters Score -4662256 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -4664931.000000 Penalty: 3530.509277
	Iteration 6F: 3 clusters Score -4664931 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41902 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -4667661.500000 Penalty: 3530.509277
	Iteration 7F: 3 clusters Score -4667662 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -4670166.000000 Penalty: 3530.509277
	Iteration 8F: 3 clusters Score -4670166 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -4672231.000000 Penalty: 3530.509277
	Iteration 9Q: 3 clusters Score -4672231 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48124 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -4673738.500000 Penalty: 3530.509277
	Iteration 10Q: 3 clusters Score -4673738 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48833 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -4674644.000000 Penalty: 3530.509277
	Iteration 11Q: 3 clusters Score -4674644 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49227 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -4675122.000000 Penalty: 3530.509277
	Iteration 12Q: 3 clusters Score -4675122 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49490 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -4675386.000000 Penalty: 3530.509277
	Iteration 13Q: 3 clusters Score -4675386 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49644 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -4675497.000000 Penalty: 3530.509277
	Iteration 14Q: 3 clusters Score -4675497 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49739 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -4675551.000000 Penalty: 3530.509277
	Iteration 15Q: 3 clusters Score -4675551 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49810 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -4675550.000000 Penalty: 3530.509277
	Iteration 16Q: 3 clusters Score -4675550 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -4675549.000000 Penalty: 3530.509277
	Iteration 17Q: 3 clusters Score -4675549 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49895 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -4675555.500000 Penalty: 3530.509277
	Iteration 18Q: 3 clusters Score -4675556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49919 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -4675569.500000 Penalty: 3530.509277
	Iteration 19Q: 3 clusters Score -4675570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49936 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -4675562.500000 Penalty: 3530.509277
	Iteration 20F: 3 clusters Score -4675562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49949 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -4675562.500000 Penalty: 3530.509277
	Iteration 21Q: 3 clusters Score -4675562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49957 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -4675565.500000 Penalty: 3530.509277
	Iteration 22Q: 3 clusters Score -4675566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49958 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4675558.000000 Penalty: 3530.509277
	Iteration 23Q: 3 clusters Score -4675558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49964 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -4675562.000000 Penalty: 3530.509277
	Iteration 24Q: 3 clusters Score -4675562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -4675560.000000 Penalty: 3530.509277
	Iteration 25Q: 3 clusters Score -4675560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49968 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -4675568.000000 Penalty: 3530.509277
	Iteration 26Q: 3 clusters Score -4675568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49970 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -4675570.000000 Penalty: 3530.509277
	Iteration 27Q: 3 clusters Score -4675570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49973 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -4675566.000000 Penalty: 3530.509277
	Iteration 28Q: 3 clusters Score -4675566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -4675565.500000 Penalty: 3530.509277
	Iteration 29Q: 3 clusters Score -4675566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -4675565.500000 Penalty: 3530.509277
	Iteration 30F: 3 clusters Score -4675566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Entering Unmasked Estep 
Score: -1032442.375000 Penalty: 1531.084595
	Iteration 0F: 2 clusters Score -1032442 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 6161 members 
Entering Unmasked Estep 
Score: -1023792.312500 Penalty: 3062.169189
	Iteration 0F: 3 clusters Score -1023792 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1028762.500000 Penalty: 3062.169189
	Iteration 1F: 3 clusters Score -1028762 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1031473.937500 Penalty: 3062.169189
	Iteration 2F: 3 clusters Score -1031474 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1033509.875000 Penalty: 3062.169189
	Iteration 3F: 3 clusters Score -1033510 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1034598.625000 Penalty: 3062.169189
	Iteration 4F: 3 clusters Score -1034599 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1035215.562500 Penalty: 3062.169189
	Iteration 5F: 3 clusters Score -1035216 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1035655.062500 Penalty: 3062.169189
	Iteration 6Q: 3 clusters Score -1035655 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1035992.562500 Penalty: 3062.169189
	Iteration 7Q: 3 clusters Score -1035993 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1036286.187500 Penalty: 3062.169189
	Iteration 8Q: 3 clusters Score -1036286 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1036473.562500 Penalty: 3062.169189
	Iteration 9Q: 3 clusters Score -1036474 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1036562.562500 Penalty: 3062.169189
	Iteration 10Q: 3 clusters Score -1036563 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1036615.187500 Penalty: 3062.169189
	Iteration 11Q: 3 clusters Score -1036615 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1036651.937500 Penalty: 3062.169189
	Iteration 12Q: 3 clusters Score -1036652 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1036685.187500 Penalty: 3062.169189
	Iteration 13Q: 3 clusters Score -1036685 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1036706.437500 Penalty: 3062.169189
	Iteration 14Q: 3 clusters Score -1036706 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1036722.187500 Penalty: 3062.169189
	Iteration 15Q: 3 clusters Score -1036722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1036727.312500 Penalty: 3062.169189
	Iteration 16Q: 3 clusters Score -1036727 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1036734.562500 Penalty: 3062.169189
	Iteration 17Q: 3 clusters Score -1036735 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1036745.312500 Penalty: 3062.169189
	Iteration 18Q: 3 clusters Score -1036745 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1036748.562500 Penalty: 3062.169189
	Iteration 19Q: 3 clusters Score -1036749 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1036748.812500 Penalty: 3062.169189
	Iteration 20F: 3 clusters Score -1036749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1036753.562500 Penalty: 3062.169189
	Iteration 21Q: 3 clusters Score -1036754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1036755.750000 Penalty: 3062.169189
	Iteration 22Q: 3 clusters Score -1036756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1036759.750000 Penalty: 3062.169189
	Iteration 23Q: 3 clusters Score -1036760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1036758.812500 Penalty: 3062.169189
	Iteration 24Q: 3 clusters Score -1036759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1036756.125000 Penalty: 3062.169189
	Iteration 25Q: 3 clusters Score -1036756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1036757.937500 Penalty: 3062.169189
	Iteration 26Q: 3 clusters Score -1036758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1036757.875000 Penalty: 3062.169189
	Iteration 27Q: 3 clusters Score -1036758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1036758.187500 Penalty: 3062.169189
	Iteration 28Q: 3 clusters Score -1036758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1036758.312500 Penalty: 3062.169189
	Iteration 29Q: 3 clusters Score -1036758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1036760.937500 Penalty: 3062.169189
	Iteration 30Q: 3 clusters Score -1036761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1036759.500000 Penalty: 3062.169189
	Iteration 31Q: 3 clusters Score -1036760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1036762.312500 Penalty: 3062.169189
	Iteration 32Q: 3 clusters Score -1036762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1036760.062500 Penalty: 3062.169189
	Iteration 33Q: 3 clusters Score -1036760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1036759.937500 Penalty: 3062.169189
	Iteration 34Q: 3 clusters Score -1036760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1036764.562500 Penalty: 3062.169189
	Iteration 35Q: 3 clusters Score -1036765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1036761.750000 Penalty: 3062.169189
	Iteration 36Q: 3 clusters Score -1036762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1036764.375000 Penalty: 3062.169189
	Iteration 37Q: 3 clusters Score -1036764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1036764.562500 Penalty: 3062.169189
	Iteration 38Q: 3 clusters Score -1036765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1036764.375000 Penalty: 3062.169189
	Iteration 39Q: 3 clusters Score -1036764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1036764.250000 Penalty: 3062.169189
	Iteration 40F: 3 clusters Score -1036764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1036766.125000 Penalty: 3062.169189
	Iteration 41Q: 3 clusters Score -1036766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1036766.625000 Penalty: 3062.169189
	Iteration 42Q: 3 clusters Score -1036767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1036765.437500 Penalty: 3062.169189
	Iteration 43Q: 3 clusters Score -1036765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1036765.437500 Penalty: 3062.169189
	Iteration 44F: 3 clusters Score -1036765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 8519 members 
Mstep: Class 3 contains 71570 members 
Mstep: Class 4 contains 8898 members 
Mstep: Class 5 contains 1845 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 52214 members 
Mstep: Class 8 contains 3108 members 
Mstep: Class 9 contains 125449 members 
Mstep: Class 10 contains 99007 members 
Mstep: Class 11 contains 19924 members 
Mstep: Class 12 contains 61610 members 
Mstep: Class 13 contains 20883 members 
Mstep: Class 14 contains 37936 members 
Mstep: Class 15 contains 183151 members 
Mstep: Class 16 contains 60172 members 
Mstep: Class 17 contains 42455 members 
Mstep: Class 18 contains 12211 members 
Mstep: Class 19 contains 57668 members 
Mstep: Class 20 contains 21375 members 
Mstep: Class 21 contains 15388 members 
Mstep: Class 22 contains 4442 members 
Mstep: Class 23 contains 20844 members 
Mstep: Class 24 contains 3713 members 
Mstep: Class 25 contains 7048 members 
Mstep: Class 26 contains 9250 members 
Entering Unmasked Estep 
Score: -84338376.000000 Penalty: 58190.699219
Splitting cluster 8 changes total score from -84327504.000000 to -84338376.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (125449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125449 members 
Entering Unmasked Estep 
Score: -11891535.000000 Penalty: 1907.693848
	Iteration 0F: 2 clusters Score -1.189154e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62862 members 
Mstep: Class 2 contains 62587 members 
Entering Unmasked Estep 
Score: -11807451.000000 Penalty: 3815.387695
	Iteration 0F: 3 clusters Score -1.180745e+07 nChanged 60295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65143 members 
Mstep: Class 2 contains 60306 members 
Entering Unmasked Estep 
Score: -11842962.000000 Penalty: 3815.387695
	Iteration 1F: 3 clusters Score -1.184296e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66638 members 
Mstep: Class 2 contains 58811 members 
Entering Unmasked Estep 
Score: -11843798.000000 Penalty: 3815.387695
	Iteration 2Q: 3 clusters Score -1.18438e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68925 members 
Mstep: Class 2 contains 56524 members 
Entering Unmasked Estep 
Score: -11845041.000000 Penalty: 3815.387695
	Iteration 3Q: 3 clusters Score -1.184504e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72367 members 
Mstep: Class 2 contains 53082 members 
Entering Unmasked Estep 
Score: -11846720.000000 Penalty: 3815.387695
	Iteration 4Q: 3 clusters Score -1.184672e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77320 members 
Mstep: Class 2 contains 48129 members 
Entering Unmasked Estep 
Score: -11849525.000000 Penalty: 3815.387695
	Iteration 5Q: 3 clusters Score -1.184952e+07 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84216 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -11854024.000000 Penalty: 3815.387695
	Iteration 6F: 3 clusters Score -1.185402e+07 nChanged 8973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93031 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -11861136.000000 Penalty: 3815.387695
	Iteration 7F: 3 clusters Score -1.186114e+07 nChanged 9683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102646 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -11869575.000000 Penalty: 3815.387695
	Iteration 8F: 3 clusters Score -1.186958e+07 nChanged 8506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111122 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -11877323.000000 Penalty: 3815.387695
	Iteration 9F: 3 clusters Score -1.187732e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117572 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -11883257.000000 Penalty: 3815.387695
	Iteration 10F: 3 clusters Score -1.188326e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121517 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -11886719.000000 Penalty: 3815.387695
	Iteration 11Q: 3 clusters Score -1.188672e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123576 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -11888467.000000 Penalty: 3815.387695
	Iteration 12Q: 3 clusters Score -1.188847e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124500 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -11889215.000000 Penalty: 3815.387695
	Iteration 13Q: 3 clusters Score -1.188922e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124859 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -11889519.000000 Penalty: 3815.387695
	Iteration 14Q: 3 clusters Score -1.188952e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125023 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -11889665.000000 Penalty: 3815.387695
	Iteration 15Q: 3 clusters Score -1.188966e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125094 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -11889750.000000 Penalty: 3815.387695
	Iteration 16Q: 3 clusters Score -1.188975e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125133 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -11889810.000000 Penalty: 3815.387695
	Iteration 17Q: 3 clusters Score -1.188981e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125164 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -11889845.000000 Penalty: 3815.387695
	Iteration 18Q: 3 clusters Score -1.188984e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125175 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -11889858.000000 Penalty: 3815.387695
	Iteration 19Q: 3 clusters Score -1.188986e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125174 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -11889873.000000 Penalty: 3815.387695
	Iteration 20F: 3 clusters Score -1.188987e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125175 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -11889879.000000 Penalty: 3815.387695
	Iteration 21Q: 3 clusters Score -1.188988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125179 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -11889882.000000 Penalty: 3815.387695
	Iteration 22Q: 3 clusters Score -1.188988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125180 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -11889885.000000 Penalty: 3815.387695
	Iteration 23Q: 3 clusters Score -1.188988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125181 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -11889884.000000 Penalty: 3815.387695
	Iteration 24Q: 3 clusters Score -1.188988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125182 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -11889883.000000 Penalty: 3815.387695
	Iteration 25Q: 3 clusters Score -1.188988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125184 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -11889885.000000 Penalty: 3815.387695
	Iteration 26Q: 3 clusters Score -1.188988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125183 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -11889882.000000 Penalty: 3815.387695
	Iteration 27Q: 3 clusters Score -1.188988e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125183 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -11889882.000000 Penalty: 3815.387695
	Iteration 28F: 3 clusters Score -1.188988e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (99007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99007 members 
Entering Unmasked Estep 
Score: -9111999.000000 Penalty: 1869.228760
	Iteration 0F: 2 clusters Score -9111999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49654 members 
Mstep: Class 2 contains 49353 members 
Entering Unmasked Estep 
Score: -9045506.000000 Penalty: 3738.457520
	Iteration 0F: 3 clusters Score -9045506 nChanged 47471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50611 members 
Mstep: Class 2 contains 48396 members 
Entering Unmasked Estep 
Score: -9074062.000000 Penalty: 3738.457520
	Iteration 1F: 3 clusters Score -9074062 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51617 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -9076337.000000 Penalty: 3738.457520
	Iteration 2Q: 3 clusters Score -9076337 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53398 members 
Mstep: Class 2 contains 45609 members 
Entering Unmasked Estep 
Score: -9079525.000000 Penalty: 3738.457520
	Iteration 3F: 3 clusters Score -9079525 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55968 members 
Mstep: Class 2 contains 43039 members 
Entering Unmasked Estep 
Score: -9083443.000000 Penalty: 3738.457520
	Iteration 4F: 3 clusters Score -9083443 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59194 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -9088008.000000 Penalty: 3738.457520
	Iteration 5F: 3 clusters Score -9088008 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62463 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -9093123.000000 Penalty: 3738.457520
	Iteration 6F: 3 clusters Score -9093123 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65184 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -9097382.000000 Penalty: 3738.457520
	Iteration 7F: 3 clusters Score -9097382 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67158 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -9100005.000000 Penalty: 3738.457520
	Iteration 8Q: 3 clusters Score -9100005 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68621 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -9101199.000000 Penalty: 3738.457520
	Iteration 9Q: 3 clusters Score -9101199 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70006 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -9101958.000000 Penalty: 3738.457520
	Iteration 10Q: 3 clusters Score -9101958 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71347 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -9102422.000000 Penalty: 3738.457520
	Iteration 11Q: 3 clusters Score -9102422 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72757 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -9102963.000000 Penalty: 3738.457520
	Iteration 12Q: 3 clusters Score -9102963 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74182 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -9103500.000000 Penalty: 3738.457520
	Iteration 13Q: 3 clusters Score -9103500 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75627 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -9104062.000000 Penalty: 3738.457520
	Iteration 14Q: 3 clusters Score -9104062 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76971 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -9104494.000000 Penalty: 3738.457520
	Iteration 15Q: 3 clusters Score -9104494 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78304 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -9104981.000000 Penalty: 3738.457520
	Iteration 16Q: 3 clusters Score -9104981 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79570 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -9105419.000000 Penalty: 3738.457520
	Iteration 17Q: 3 clusters Score -9105419 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80733 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -9105782.000000 Penalty: 3738.457520
	Iteration 18Q: 3 clusters Score -9105782 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81907 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -9106230.000000 Penalty: 3738.457520
	Iteration 19Q: 3 clusters Score -9106230 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83071 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -9106646.000000 Penalty: 3738.457520
	Iteration 20F: 3 clusters Score -9106646 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84254 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -9107161.000000 Penalty: 3738.457520
	Iteration 21Q: 3 clusters Score -9107161 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85411 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -9107706.000000 Penalty: 3738.457520
	Iteration 22Q: 3 clusters Score -9107706 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86564 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -9108188.000000 Penalty: 3738.457520
	Iteration 23Q: 3 clusters Score -9108188 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87687 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -9108834.000000 Penalty: 3738.457520
	Iteration 24Q: 3 clusters Score -9108834 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88734 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -9109456.000000 Penalty: 3738.457520
	Iteration 25Q: 3 clusters Score -9109456 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89703 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -9110082.000000 Penalty: 3738.457520
	Iteration 26Q: 3 clusters Score -9110082 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90582 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -9110710.000000 Penalty: 3738.457520
	Iteration 27Q: 3 clusters Score -9110710 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91346 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -9111334.000000 Penalty: 3738.457520
	Iteration 28Q: 3 clusters Score -9111334 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91949 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -9111716.000000 Penalty: 3738.457520
	Iteration 29Q: 3 clusters Score -9111716 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92404 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -9111960.000000 Penalty: 3738.457520
	Iteration 30Q: 3 clusters Score -9111960 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92772 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -9112087.000000 Penalty: 3738.457520
	Iteration 31Q: 3 clusters Score -9112087 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93063 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -9112154.000000 Penalty: 3738.457520
	Iteration 32Q: 3 clusters Score -9112154 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93289 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -9112207.000000 Penalty: 3738.457520
	Iteration 33Q: 3 clusters Score -9112207 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93489 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -9112251.000000 Penalty: 3738.457520
	Iteration 34Q: 3 clusters Score -9112251 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93635 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -9112264.000000 Penalty: 3738.457520
	Iteration 35Q: 3 clusters Score -9112264 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93767 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -9112261.000000 Penalty: 3738.457520
	Iteration 36Q: 3 clusters Score -9112261 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93882 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -9112279.000000 Penalty: 3738.457520
	Iteration 37Q: 3 clusters Score -9112279 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93967 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -9112301.000000 Penalty: 3738.457520
	Iteration 38Q: 3 clusters Score -9112301 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94019 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -9112296.000000 Penalty: 3738.457520
	Iteration 39Q: 3 clusters Score -9112296 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94057 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -9112303.000000 Penalty: 3738.457520
	Iteration 40F: 3 clusters Score -9112303 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94094 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -9112328.000000 Penalty: 3738.457520
	Iteration 41Q: 3 clusters Score -9112328 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94139 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -9112328.000000 Penalty: 3738.457520
	Iteration 42Q: 3 clusters Score -9112328 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94183 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -9112335.000000 Penalty: 3738.457520
	Iteration 43Q: 3 clusters Score -9112335 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94221 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -9112338.000000 Penalty: 3738.457520
	Iteration 44Q: 3 clusters Score -9112338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94255 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -9112336.000000 Penalty: 3738.457520
	Iteration 45Q: 3 clusters Score -9112336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94279 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -9112337.000000 Penalty: 3738.457520
	Iteration 46Q: 3 clusters Score -9112337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94299 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -9112322.000000 Penalty: 3738.457520
	Iteration 47Q: 3 clusters Score -9112322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94316 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -9112321.000000 Penalty: 3738.457520
	Iteration 48Q: 3 clusters Score -9112321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94326 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -9112322.000000 Penalty: 3738.457520
	Iteration 49Q: 3 clusters Score -9112322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94335 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -9112330.000000 Penalty: 3738.457520
	Iteration 50Q: 3 clusters Score -9112330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94345 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -9112333.000000 Penalty: 3738.457520
	Iteration 51Q: 3 clusters Score -9112333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94351 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -9112325.000000 Penalty: 3738.457520
	Iteration 52Q: 3 clusters Score -9112325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94358 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -9112322.000000 Penalty: 3738.457520
	Iteration 53Q: 3 clusters Score -9112322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94367 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -9112319.000000 Penalty: 3738.457520
	Iteration 54Q: 3 clusters Score -9112319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94373 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -9112324.000000 Penalty: 3738.457520
	Iteration 55Q: 3 clusters Score -9112324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94379 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -9112324.000000 Penalty: 3738.457520
	Iteration 56Q: 3 clusters Score -9112324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94383 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -9112314.000000 Penalty: 3738.457520
	Iteration 57Q: 3 clusters Score -9112314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94391 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -9112311.000000 Penalty: 3738.457520
	Iteration 58Q: 3 clusters Score -9112311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94395 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -9112314.000000 Penalty: 3738.457520
	Iteration 59Q: 3 clusters Score -9112314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94397 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -9112306.000000 Penalty: 3738.457520
	Iteration 60F: 3 clusters Score -9112306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94398 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -9112309.000000 Penalty: 3738.457520
	Iteration 61Q: 3 clusters Score -9112309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94398 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -9112309.000000 Penalty: 3738.457520
	Iteration 62F: 3 clusters Score -9112309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 8519 members 
Mstep: Class 3 contains 71570 members 
Mstep: Class 4 contains 8898 members 
Mstep: Class 5 contains 1845 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 52214 members 
Mstep: Class 8 contains 3108 members 
Mstep: Class 9 contains 125449 members 
Mstep: Class 10 contains 94398 members 
Mstep: Class 11 contains 19924 members 
Mstep: Class 12 contains 61610 members 
Mstep: Class 13 contains 20883 members 
Mstep: Class 14 contains 37936 members 
Mstep: Class 15 contains 183151 members 
Mstep: Class 16 contains 60172 members 
Mstep: Class 17 contains 42455 members 
Mstep: Class 18 contains 12211 members 
Mstep: Class 19 contains 57668 members 
Mstep: Class 20 contains 21375 members 
Mstep: Class 21 contains 15388 members 
Mstep: Class 22 contains 4442 members 
Mstep: Class 23 contains 20844 members 
Mstep: Class 24 contains 3713 members 
Mstep: Class 25 contains 7048 members 
Mstep: Class 26 contains 9250 members 
Mstep: Class 27 contains 4609 members 
Entering Unmasked Estep 
Score: -84338568.000000 Penalty: 60428.800781
Splitting cluster 10 changes total score from -84327504.000000 to -84338568.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (19924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Entering Unmasked Estep 
Score: -1697595.625000 Penalty: 1608.697998
	Iteration 0F: 2 clusters Score -1697596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1684139.875000 Penalty: 3217.395996
	Iteration 0F: 3 clusters Score -1684140 nChanged 8965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1690237.500000 Penalty: 3217.395996
	Iteration 1F: 3 clusters Score -1690238 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1692220.000000 Penalty: 3217.395996
	Iteration 2F: 3 clusters Score -1692220 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1694224.375000 Penalty: 3217.395996
	Iteration 3F: 3 clusters Score -1694224 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1695886.000000 Penalty: 3217.395996
	Iteration 4F: 3 clusters Score -1695886 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1697325.625000 Penalty: 3217.395996
	Iteration 5F: 3 clusters Score -1697326 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1698386.625000 Penalty: 3217.395996
	Iteration 6F: 3 clusters Score -1698387 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1699228.625000 Penalty: 3217.395996
	Iteration 7F: 3 clusters Score -1699229 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1699791.875000 Penalty: 3217.395996
	Iteration 8Q: 3 clusters Score -1699792 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1700097.875000 Penalty: 3217.395996
	Iteration 9Q: 3 clusters Score -1700098 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1700257.625000 Penalty: 3217.395996
	Iteration 10Q: 3 clusters Score -1700258 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1700347.875000 Penalty: 3217.395996
	Iteration 11Q: 3 clusters Score -1700348 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1700399.375000 Penalty: 3217.395996
	Iteration 12Q: 3 clusters Score -1700399 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1700428.000000 Penalty: 3217.395996
	Iteration 13Q: 3 clusters Score -1700428 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1700436.875000 Penalty: 3217.395996
	Iteration 14Q: 3 clusters Score -1700437 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1700450.500000 Penalty: 3217.395996
	Iteration 15Q: 3 clusters Score -1700450 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1700452.500000 Penalty: 3217.395996
	Iteration 16Q: 3 clusters Score -1700452 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1700454.625000 Penalty: 3217.395996
	Iteration 17Q: 3 clusters Score -1700455 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1700455.875000 Penalty: 3217.395996
	Iteration 18Q: 3 clusters Score -1700456 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1700461.000000 Penalty: 3217.395996
	Iteration 19Q: 3 clusters Score -1700461 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1700463.750000 Penalty: 3217.395996
	Iteration 20F: 3 clusters Score -1700464 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1700469.625000 Penalty: 3217.395996
	Iteration 21Q: 3 clusters Score -1700470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1700475.250000 Penalty: 3217.395996
	Iteration 22Q: 3 clusters Score -1700475 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1700479.500000 Penalty: 3217.395996
	Iteration 23Q: 3 clusters Score -1700480 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1700477.625000 Penalty: 3217.395996
	Iteration 24Q: 3 clusters Score -1700478 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1700483.875000 Penalty: 3217.395996
	Iteration 25Q: 3 clusters Score -1700484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1700486.750000 Penalty: 3217.395996
	Iteration 26Q: 3 clusters Score -1700487 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1700490.125000 Penalty: 3217.395996
	Iteration 27Q: 3 clusters Score -1700490 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1700496.375000 Penalty: 3217.395996
	Iteration 28Q: 3 clusters Score -1700496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1700500.000000 Penalty: 3217.395996
	Iteration 29Q: 3 clusters Score -1700500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1700503.625000 Penalty: 3217.395996
	Iteration 30Q: 3 clusters Score -1700504 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1700508.250000 Penalty: 3217.395996
	Iteration 31Q: 3 clusters Score -1700508 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1700512.375000 Penalty: 3217.395996
	Iteration 32Q: 3 clusters Score -1700512 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1700524.125000 Penalty: 3217.395996
	Iteration 33Q: 3 clusters Score -1700524 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1700532.625000 Penalty: 3217.395996
	Iteration 34Q: 3 clusters Score -1700533 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1700546.500000 Penalty: 3217.395996
	Iteration 35Q: 3 clusters Score -1700546 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1700559.250000 Penalty: 3217.395996
	Iteration 36Q: 3 clusters Score -1700559 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1700568.625000 Penalty: 3217.395996
	Iteration 37Q: 3 clusters Score -1700569 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1700590.500000 Penalty: 3217.395996
	Iteration 38Q: 3 clusters Score -1700590 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1700621.875000 Penalty: 3217.395996
	Iteration 39Q: 3 clusters Score -1700622 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1700654.250000 Penalty: 3217.395996
	Iteration 40F: 3 clusters Score -1700654 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1700712.375000 Penalty: 3217.395996
	Iteration 41Q: 3 clusters Score -1700712 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1700790.375000 Penalty: 3217.395996
	Iteration 42Q: 3 clusters Score -1700790 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1700924.125000 Penalty: 3217.395996
	Iteration 43Q: 3 clusters Score -1700924 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1701105.625000 Penalty: 3217.395996
	Iteration 44Q: 3 clusters Score -1701106 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1701358.000000 Penalty: 3217.395996
	Iteration 45Q: 3 clusters Score -1701358 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1701600.375000 Penalty: 3217.395996
	Iteration 46Q: 3 clusters Score -1701600 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1701747.500000 Penalty: 3217.395996
	Iteration 47Q: 3 clusters Score -1701748 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1701816.375000 Penalty: 3217.395996
	Iteration 48Q: 3 clusters Score -1701816 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1701856.875000 Penalty: 3217.395996
	Iteration 49Q: 3 clusters Score -1701857 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1701866.625000 Penalty: 3217.395996
	Iteration 50Q: 3 clusters Score -1701867 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1701869.625000 Penalty: 3217.395996
	Iteration 51Q: 3 clusters Score -1701870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1701873.500000 Penalty: 3217.395996
	Iteration 52Q: 3 clusters Score -1701874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1701877.125000 Penalty: 3217.395996
	Iteration 53Q: 3 clusters Score -1701877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1701876.750000 Penalty: 3217.395996
	Iteration 54Q: 3 clusters Score -1701877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1701880.375000 Penalty: 3217.395996
	Iteration 55Q: 3 clusters Score -1701880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1701877.875000 Penalty: 3217.395996
	Iteration 56Q: 3 clusters Score -1701878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1701877.625000 Penalty: 3217.395996
	Iteration 57Q: 3 clusters Score -1701878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1701877.875000 Penalty: 3217.395996
	Iteration 58Q: 3 clusters Score -1701878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1701877.125000 Penalty: 3217.395996
	Iteration 59Q: 3 clusters Score -1701877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1701878.375000 Penalty: 3217.395996
	Iteration 60F: 3 clusters Score -1701878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 8519 members 
Mstep: Class 3 contains 71570 members 
Mstep: Class 4 contains 8898 members 
Mstep: Class 5 contains 1845 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 52214 members 
Mstep: Class 8 contains 3108 members 
Mstep: Class 9 contains 125449 members 
Mstep: Class 10 contains 94398 members 
Mstep: Class 11 contains 16499 members 
Mstep: Class 12 contains 61610 members 
Mstep: Class 13 contains 20883 members 
Mstep: Class 14 contains 37936 members 
Mstep: Class 15 contains 183151 members 
Mstep: Class 16 contains 60172 members 
Mstep: Class 17 contains 42455 members 
Mstep: Class 18 contains 12211 members 
Mstep: Class 19 contains 57668 members 
Mstep: Class 20 contains 21375 members 
Mstep: Class 21 contains 15388 members 
Mstep: Class 22 contains 4442 members 
Mstep: Class 23 contains 20844 members 
Mstep: Class 24 contains 3713 members 
Mstep: Class 25 contains 7048 members 
Mstep: Class 26 contains 9250 members 
Mstep: Class 27 contains 4609 members 
Mstep: Class 28 contains 3425 members 
Entering Unmasked Estep 
Score: -84342256.000000 Penalty: 62666.906250
Splitting cluster 11 changes total score from -84327504.000000 to -84342256.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (61610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61610 members 
Entering Unmasked Estep 
Score: -5665253.000000 Penalty: 1792.144165
	Iteration 0F: 2 clusters Score -5665253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -5623882.000000 Penalty: 3584.288330
	Iteration 0F: 3 clusters Score -5623882 nChanged 29077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -5641077.000000 Penalty: 3584.288330
	Iteration 1F: 3 clusters Score -5641077 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -5641999.500000 Penalty: 3584.288330
	Iteration 2Q: 3 clusters Score -5642000 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -5643549.500000 Penalty: 3584.288330
	Iteration 3F: 3 clusters Score -5643550 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -5646065.000000 Penalty: 3584.288330
	Iteration 4F: 3 clusters Score -5646065 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46771 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -5649849.000000 Penalty: 3584.288330
	Iteration 5F: 3 clusters Score -5649849 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51665 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -5654283.000000 Penalty: 3584.288330
	Iteration 6F: 3 clusters Score -5654283 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55878 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -5658356.500000 Penalty: 3584.288330
	Iteration 7F: 3 clusters Score -5658356 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58781 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -5661206.000000 Penalty: 3584.288330
	Iteration 8Q: 3 clusters Score -5661206 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60318 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5662707.000000 Penalty: 3584.288330
	Iteration 9Q: 3 clusters Score -5662707 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60928 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5663289.500000 Penalty: 3584.288330
	Iteration 10Q: 3 clusters Score -5663290 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61141 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5663469.000000 Penalty: 3584.288330
	Iteration 11Q: 3 clusters Score -5663469 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61223 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5663574.500000 Penalty: 3584.288330
	Iteration 12Q: 3 clusters Score -5663574 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61269 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5663641.000000 Penalty: 3584.288330
	Iteration 13Q: 3 clusters Score -5663641 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61291 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5663681.000000 Penalty: 3584.288330
	Iteration 14Q: 3 clusters Score -5663681 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61307 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5663711.000000 Penalty: 3584.288330
	Iteration 15Q: 3 clusters Score -5663711 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61318 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5663721.000000 Penalty: 3584.288330
	Iteration 16Q: 3 clusters Score -5663721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61326 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5663736.000000 Penalty: 3584.288330
	Iteration 17Q: 3 clusters Score -5663736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61325 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5663736.000000 Penalty: 3584.288330
	Iteration 18Q: 3 clusters Score -5663736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61327 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5663742.000000 Penalty: 3584.288330
	Iteration 19Q: 3 clusters Score -5663742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61328 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5663742.000000 Penalty: 3584.288330
	Iteration 20F: 3 clusters Score -5663742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61329 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5663744.500000 Penalty: 3584.288330
	Iteration 21Q: 3 clusters Score -5663744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61330 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5663744.500000 Penalty: 3584.288330
	Iteration 22Q: 3 clusters Score -5663744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61331 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5663741.500000 Penalty: 3584.288330
	Iteration 23Q: 3 clusters Score -5663742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61331 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5663741.500000 Penalty: 3584.288330
	Iteration 24F: 3 clusters Score -5663742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Entering Unmasked Estep 
Score: -1926275.125000 Penalty: 1616.337158
	Iteration 0F: 2 clusters Score -1926275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1911950.250000 Penalty: 3232.674316
	Iteration 0F: 3 clusters Score -1911950 nChanged 9483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1917064.750000 Penalty: 3232.674316
	Iteration 1F: 3 clusters Score -1917065 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1917409.250000 Penalty: 3232.674316
	Iteration 2F: 3 clusters Score -1917409 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1917728.750000 Penalty: 3232.674316
	Iteration 3Q: 3 clusters Score -1917729 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1918051.375000 Penalty: 3232.674316
	Iteration 4Q: 3 clusters Score -1918051 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1918435.750000 Penalty: 3232.674316
	Iteration 5Q: 3 clusters Score -1918436 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1918913.250000 Penalty: 3232.674316
	Iteration 6Q: 3 clusters Score -1918913 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1919586.125000 Penalty: 3232.674316
	Iteration 7F: 3 clusters Score -1919586 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1920368.625000 Penalty: 3232.674316
	Iteration 8F: 3 clusters Score -1920369 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1921228.375000 Penalty: 3232.674316
	Iteration 9F: 3 clusters Score -1921228 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1922051.250000 Penalty: 3232.674316
	Iteration 10Q: 3 clusters Score -1922051 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1922754.000000 Penalty: 3232.674316
	Iteration 11Q: 3 clusters Score -1922754 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1923286.250000 Penalty: 3232.674316
	Iteration 12Q: 3 clusters Score -1923286 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1923639.875000 Penalty: 3232.674316
	Iteration 13Q: 3 clusters Score -1923640 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1923871.375000 Penalty: 3232.674316
	Iteration 14Q: 3 clusters Score -1923871 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1924062.500000 Penalty: 3232.674316
	Iteration 15Q: 3 clusters Score -1924062 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1924234.250000 Penalty: 3232.674316
	Iteration 16Q: 3 clusters Score -1924234 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1924374.875000 Penalty: 3232.674316
	Iteration 17Q: 3 clusters Score -1924375 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1924477.375000 Penalty: 3232.674316
	Iteration 18Q: 3 clusters Score -1924477 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1924580.875000 Penalty: 3232.674316
	Iteration 19Q: 3 clusters Score -1924581 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1924643.000000 Penalty: 3232.674316
	Iteration 20F: 3 clusters Score -1924643 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1924682.000000 Penalty: 3232.674316
	Iteration 21Q: 3 clusters Score -1924682 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1924710.250000 Penalty: 3232.674316
	Iteration 22Q: 3 clusters Score -1924710 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1924728.125000 Penalty: 3232.674316
	Iteration 23Q: 3 clusters Score -1924728 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1924745.250000 Penalty: 3232.674316
	Iteration 24Q: 3 clusters Score -1924745 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1924762.750000 Penalty: 3232.674316
	Iteration 25Q: 3 clusters Score -1924763 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1924779.875000 Penalty: 3232.674316
	Iteration 26Q: 3 clusters Score -1924780 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1924792.750000 Penalty: 3232.674316
	Iteration 27Q: 3 clusters Score -1924793 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1924808.125000 Penalty: 3232.674316
	Iteration 28Q: 3 clusters Score -1924808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1924820.500000 Penalty: 3232.674316
	Iteration 29Q: 3 clusters Score -1924820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1924839.000000 Penalty: 3232.674316
	Iteration 30Q: 3 clusters Score -1924839 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1924852.875000 Penalty: 3232.674316
	Iteration 31Q: 3 clusters Score -1924853 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1924870.000000 Penalty: 3232.674316
	Iteration 32Q: 3 clusters Score -1924870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1924883.625000 Penalty: 3232.674316
	Iteration 33Q: 3 clusters Score -1924884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1924891.750000 Penalty: 3232.674316
	Iteration 34Q: 3 clusters Score -1924892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1924902.750000 Penalty: 3232.674316
	Iteration 35Q: 3 clusters Score -1924903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1924910.875000 Penalty: 3232.674316
	Iteration 36Q: 3 clusters Score -1924911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1924916.250000 Penalty: 3232.674316
	Iteration 37Q: 3 clusters Score -1924916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1924919.750000 Penalty: 3232.674316
	Iteration 38Q: 3 clusters Score -1924920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1924920.125000 Penalty: 3232.674316
	Iteration 39Q: 3 clusters Score -1924920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1924921.000000 Penalty: 3232.674316
	Iteration 40F: 3 clusters Score -1924921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (37936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Entering Unmasked Estep 
Score: -3461710.250000 Penalty: 1713.343994
	Iteration 0F: 2 clusters Score -3461710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -3436243.750000 Penalty: 3426.687988
	Iteration 0F: 3 clusters Score -3436244 nChanged 17640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -3445981.000000 Penalty: 3426.687988
	Iteration 1F: 3 clusters Score -3445981 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -3446590.500000 Penalty: 3426.687988
	Iteration 2Q: 3 clusters Score -3446590 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -3447308.250000 Penalty: 3426.687988
	Iteration 3Q: 3 clusters Score -3447308 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -3448276.250000 Penalty: 3426.687988
	Iteration 4F: 3 clusters Score -3448276 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -3449625.750000 Penalty: 3426.687988
	Iteration 5F: 3 clusters Score -3449626 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -3451339.750000 Penalty: 3426.687988
	Iteration 6F: 3 clusters Score -3451340 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -3453471.000000 Penalty: 3426.687988
	Iteration 7F: 3 clusters Score -3453471 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -3455791.750000 Penalty: 3426.687988
	Iteration 8F: 3 clusters Score -3455792 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -3457763.250000 Penalty: 3426.687988
	Iteration 9F: 3 clusters Score -3457763 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -3459040.500000 Penalty: 3426.687988
	Iteration 10Q: 3 clusters Score -3459040 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -3459862.500000 Penalty: 3426.687988
	Iteration 11Q: 3 clusters Score -3459862 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -3460528.000000 Penalty: 3426.687988
	Iteration 12Q: 3 clusters Score -3460528 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -3461110.000000 Penalty: 3426.687988
	Iteration 13Q: 3 clusters Score -3461110 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -3461765.500000 Penalty: 3426.687988
	Iteration 14Q: 3 clusters Score -3461766 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -3462619.250000 Penalty: 3426.687988
	Iteration 15Q: 3 clusters Score -3462619 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -3463637.750000 Penalty: 3426.687988
	Iteration 16Q: 3 clusters Score -3463638 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -3464529.250000 Penalty: 3426.687988
	Iteration 17Q: 3 clusters Score -3464529 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -3464940.250000 Penalty: 3426.687988
	Iteration 18Q: 3 clusters Score -3464940 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -3465072.750000 Penalty: 3426.687988
	Iteration 19Q: 3 clusters Score -3465073 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -3465184.750000 Penalty: 3426.687988
	Iteration 20F: 3 clusters Score -3465185 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -3465237.500000 Penalty: 3426.687988
	Iteration 21Q: 3 clusters Score -3465238 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -3465272.000000 Penalty: 3426.687988
	Iteration 22Q: 3 clusters Score -3465272 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -3465303.750000 Penalty: 3426.687988
	Iteration 23Q: 3 clusters Score -3465304 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -3465319.750000 Penalty: 3426.687988
	Iteration 24Q: 3 clusters Score -3465320 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -3465331.500000 Penalty: 3426.687988
	Iteration 25Q: 3 clusters Score -3465332 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -3465336.750000 Penalty: 3426.687988
	Iteration 26Q: 3 clusters Score -3465337 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -3465337.250000 Penalty: 3426.687988
	Iteration 27Q: 3 clusters Score -3465337 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -3465349.000000 Penalty: 3426.687988
	Iteration 28Q: 3 clusters Score -3465349 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -3465351.500000 Penalty: 3426.687988
	Iteration 29Q: 3 clusters Score -3465352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -3465352.750000 Penalty: 3426.687988
	Iteration 30Q: 3 clusters Score -3465353 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -3465352.500000 Penalty: 3426.687988
	Iteration 31Q: 3 clusters Score -3465352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -3465349.750000 Penalty: 3426.687988
	Iteration 32Q: 3 clusters Score -3465350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -3465358.000000 Penalty: 3426.687988
	Iteration 33Q: 3 clusters Score -3465358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -3465355.250000 Penalty: 3426.687988
	Iteration 34Q: 3 clusters Score -3465355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -3465354.000000 Penalty: 3426.687988
	Iteration 35Q: 3 clusters Score -3465354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -3465356.750000 Penalty: 3426.687988
	Iteration 36Q: 3 clusters Score -3465357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -3465352.000000 Penalty: 3426.687988
	Iteration 37Q: 3 clusters Score -3465352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -3465353.500000 Penalty: 3426.687988
	Iteration 38Q: 3 clusters Score -3465354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -3465353.500000 Penalty: 3426.687988
	Iteration 39F: 3 clusters Score -3465354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 8519 members 
Mstep: Class 3 contains 71570 members 
Mstep: Class 4 contains 8898 members 
Mstep: Class 5 contains 1845 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 52214 members 
Mstep: Class 8 contains 3108 members 
Mstep: Class 9 contains 125449 members 
Mstep: Class 10 contains 94398 members 
Mstep: Class 11 contains 16499 members 
Mstep: Class 12 contains 61610 members 
Mstep: Class 13 contains 20883 members 
Mstep: Class 14 contains 30248 members 
Mstep: Class 15 contains 183151 members 
Mstep: Class 16 contains 60172 members 
Mstep: Class 17 contains 42455 members 
Mstep: Class 18 contains 12211 members 
Mstep: Class 19 contains 57668 members 
Mstep: Class 20 contains 21375 members 
Mstep: Class 21 contains 15388 members 
Mstep: Class 22 contains 4442 members 
Mstep: Class 23 contains 20844 members 
Mstep: Class 24 contains 3713 members 
Mstep: Class 25 contains 7048 members 
Mstep: Class 26 contains 9250 members 
Mstep: Class 27 contains 4609 members 
Mstep: Class 28 contains 3425 members 
Mstep: Class 29 contains 7688 members 
Entering Unmasked Estep 
Score: -84345456.000000 Penalty: 64905.007812
Splitting cluster 14 changes total score from -84327504.000000 to -84345456.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (183151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183151 members 
Entering Unmasked Estep 
Score: -16584677.000000 Penalty: 1969.185669
	Iteration 0F: 2 clusters Score -1.658468e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91433 members 
Mstep: Class 2 contains 91718 members 
Entering Unmasked Estep 
Score: -16462167.000000 Penalty: 3938.371338
	Iteration 0F: 3 clusters Score -1.646217e+07 nChanged 88623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87940 members 
Mstep: Class 2 contains 95211 members 
Entering Unmasked Estep 
Score: -16515440.000000 Penalty: 3938.371338
	Iteration 1F: 3 clusters Score -1.651544e+07 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85638 members 
Mstep: Class 2 contains 97513 members 
Entering Unmasked Estep 
Score: -16517487.000000 Penalty: 3938.371338
	Iteration 2Q: 3 clusters Score -1.651749e+07 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82155 members 
Mstep: Class 2 contains 100996 members 
Entering Unmasked Estep 
Score: -16521152.000000 Penalty: 3938.371338
	Iteration 3Q: 3 clusters Score -1.652115e+07 nChanged 9582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77451 members 
Mstep: Class 2 contains 105700 members 
Entering Unmasked Estep 
Score: -16526257.000000 Penalty: 3938.371338
	Iteration 4F: 3 clusters Score -1.652626e+07 nChanged 11248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71645 members 
Mstep: Class 2 contains 111506 members 
Entering Unmasked Estep 
Score: -16533826.000000 Penalty: 3938.371338
	Iteration 5F: 3 clusters Score -1.653383e+07 nChanged 12572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65537 members 
Mstep: Class 2 contains 117614 members 
Entering Unmasked Estep 
Score: -16544144.000000 Penalty: 3938.371338
	Iteration 6F: 3 clusters Score -1.654414e+07 nChanged 12375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61052 members 
Mstep: Class 2 contains 122099 members 
Entering Unmasked Estep 
Score: -16555183.000000 Penalty: 3938.371338
	Iteration 7F: 3 clusters Score -1.655518e+07 nChanged 10951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59067 members 
Mstep: Class 2 contains 124084 members 
Entering Unmasked Estep 
Score: -16563826.000000 Penalty: 3938.371338
	Iteration 8F: 3 clusters Score -1.656383e+07 nChanged 8548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58801 members 
Mstep: Class 2 contains 124350 members 
Entering Unmasked Estep 
Score: -16568558.000000 Penalty: 3938.371338
	Iteration 9Q: 3 clusters Score -1.656856e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59073 members 
Mstep: Class 2 contains 124078 members 
Entering Unmasked Estep 
Score: -16570996.000000 Penalty: 3938.371338
	Iteration 10Q: 3 clusters Score -1.6571e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59427 members 
Mstep: Class 2 contains 123724 members 
Entering Unmasked Estep 
Score: -16572742.000000 Penalty: 3938.371338
	Iteration 11Q: 3 clusters Score -1.657274e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60010 members 
Mstep: Class 2 contains 123141 members 
Entering Unmasked Estep 
Score: -16574411.000000 Penalty: 3938.371338
	Iteration 12Q: 3 clusters Score -1.657441e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60654 members 
Mstep: Class 2 contains 122497 members 
Entering Unmasked Estep 
Score: -16576254.000000 Penalty: 3938.371338
	Iteration 13Q: 3 clusters Score -1.657625e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61430 members 
Mstep: Class 2 contains 121721 members 
Entering Unmasked Estep 
Score: -16578487.000000 Penalty: 3938.371338
	Iteration 14Q: 3 clusters Score -1.657849e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62157 members 
Mstep: Class 2 contains 120994 members 
Entering Unmasked Estep 
Score: -16581722.000000 Penalty: 3938.371338
	Iteration 15Q: 3 clusters Score -1.658172e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62708 members 
Mstep: Class 2 contains 120443 members 
Entering Unmasked Estep 
Score: -16586228.000000 Penalty: 3938.371338
	Iteration 16Q: 3 clusters Score -1.658623e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63119 members 
Mstep: Class 2 contains 120032 members 
Entering Unmasked Estep 
Score: -16592641.000000 Penalty: 3938.371338
	Iteration 17Q: 3 clusters Score -1.659264e+07 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63059 members 
Mstep: Class 2 contains 120092 members 
Entering Unmasked Estep 
Score: -16600174.000000 Penalty: 3938.371338
	Iteration 18Q: 3 clusters Score -1.660017e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62244 members 
Mstep: Class 2 contains 120907 members 
Entering Unmasked Estep 
Score: -16608451.000000 Penalty: 3938.371338
	Iteration 19Q: 3 clusters Score -1.660845e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60965 members 
Mstep: Class 2 contains 122186 members 
Entering Unmasked Estep 
Score: -16616253.000000 Penalty: 3938.371338
	Iteration 20F: 3 clusters Score -1.661625e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60293 members 
Mstep: Class 2 contains 122858 members 
Entering Unmasked Estep 
Score: -16620123.000000 Penalty: 3938.371338
	Iteration 21Q: 3 clusters Score -1.662012e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60093 members 
Mstep: Class 2 contains 123058 members 
Entering Unmasked Estep 
Score: -16620851.000000 Penalty: 3938.371338
	Iteration 22Q: 3 clusters Score -1.662085e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60050 members 
Mstep: Class 2 contains 123101 members 
Entering Unmasked Estep 
Score: -16620924.000000 Penalty: 3938.371338
	Iteration 23Q: 3 clusters Score -1.662092e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60059 members 
Mstep: Class 2 contains 123092 members 
Entering Unmasked Estep 
Score: -16620950.000000 Penalty: 3938.371338
	Iteration 24Q: 3 clusters Score -1.662095e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60095 members 
Mstep: Class 2 contains 123056 members 
Entering Unmasked Estep 
Score: -16620963.000000 Penalty: 3938.371338
	Iteration 25Q: 3 clusters Score -1.662096e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60126 members 
Mstep: Class 2 contains 123025 members 
Entering Unmasked Estep 
Score: -16620949.000000 Penalty: 3938.371338
	Iteration 26Q: 3 clusters Score -1.662095e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60149 members 
Mstep: Class 2 contains 123002 members 
Entering Unmasked Estep 
Score: -16620953.000000 Penalty: 3938.371338
	Iteration 27Q: 3 clusters Score -1.662095e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60164 members 
Mstep: Class 2 contains 122987 members 
Entering Unmasked Estep 
Score: -16620951.000000 Penalty: 3938.371338
	Iteration 28Q: 3 clusters Score -1.662095e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60173 members 
Mstep: Class 2 contains 122978 members 
Entering Unmasked Estep 
Score: -16620953.000000 Penalty: 3938.371338
	Iteration 29Q: 3 clusters Score -1.662095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60179 members 
Mstep: Class 2 contains 122972 members 
Entering Unmasked Estep 
Score: -16620951.000000 Penalty: 3938.371338
	Iteration 30Q: 3 clusters Score -1.662095e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60184 members 
Mstep: Class 2 contains 122967 members 
Entering Unmasked Estep 
Score: -16620958.000000 Penalty: 3938.371338
	Iteration 31Q: 3 clusters Score -1.662096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60190 members 
Mstep: Class 2 contains 122961 members 
Entering Unmasked Estep 
Score: -16620950.000000 Penalty: 3938.371338
	Iteration 32Q: 3 clusters Score -1.662095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60196 members 
Mstep: Class 2 contains 122955 members 
Entering Unmasked Estep 
Score: -16620951.000000 Penalty: 3938.371338
	Iteration 33Q: 3 clusters Score -1.662095e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 122950 members 
Entering Unmasked Estep 
Score: -16620923.000000 Penalty: 3938.371338
	Iteration 34Q: 3 clusters Score -1.662092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60204 members 
Mstep: Class 2 contains 122947 members 
Entering Unmasked Estep 
Score: -16620930.000000 Penalty: 3938.371338
	Iteration 35Q: 3 clusters Score -1.662093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60208 members 
Mstep: Class 2 contains 122943 members 
Entering Unmasked Estep 
Score: -16620936.000000 Penalty: 3938.371338
	Iteration 36Q: 3 clusters Score -1.662094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60211 members 
Mstep: Class 2 contains 122940 members 
Entering Unmasked Estep 
Score: -16620945.000000 Penalty: 3938.371338
	Iteration 37Q: 3 clusters Score -1.662094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60215 members 
Mstep: Class 2 contains 122936 members 
Entering Unmasked Estep 
Score: -16620947.000000 Penalty: 3938.371338
	Iteration 38Q: 3 clusters Score -1.662095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60218 members 
Mstep: Class 2 contains 122933 members 
Entering Unmasked Estep 
Score: -16620937.000000 Penalty: 3938.371338
	Iteration 39Q: 3 clusters Score -1.662094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60220 members 
Mstep: Class 2 contains 122931 members 
Entering Unmasked Estep 
Score: -16620927.000000 Penalty: 3938.371338
	Iteration 40F: 3 clusters Score -1.662093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60224 members 
Mstep: Class 2 contains 122927 members 
Entering Unmasked Estep 
Score: -16620934.000000 Penalty: 3938.371338
	Iteration 41Q: 3 clusters Score -1.662093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60227 members 
Mstep: Class 2 contains 122924 members 
Entering Unmasked Estep 
Score: -16620945.000000 Penalty: 3938.371338
	Iteration 42Q: 3 clusters Score -1.662094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60232 members 
Mstep: Class 2 contains 122919 members 
Entering Unmasked Estep 
Score: -16620947.000000 Penalty: 3938.371338
	Iteration 43Q: 3 clusters Score -1.662095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60234 members 
Mstep: Class 2 contains 122917 members 
Entering Unmasked Estep 
Score: -16620948.000000 Penalty: 3938.371338
	Iteration 44Q: 3 clusters Score -1.662095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60237 members 
Mstep: Class 2 contains 122914 members 
Entering Unmasked Estep 
Score: -16620951.000000 Penalty: 3938.371338
	Iteration 45Q: 3 clusters Score -1.662095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60239 members 
Mstep: Class 2 contains 122912 members 
Entering Unmasked Estep 
Score: -16620962.000000 Penalty: 3938.371338
	Iteration 46Q: 3 clusters Score -1.662096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60240 members 
Mstep: Class 2 contains 122911 members 
Entering Unmasked Estep 
Score: -16620971.000000 Penalty: 3938.371338
	Iteration 47Q: 3 clusters Score -1.662097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60240 members 
Mstep: Class 2 contains 122911 members 
Entering Unmasked Estep 
Score: -16620971.000000 Penalty: 3938.371338
	Iteration 48F: 3 clusters Score -1.662097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 8519 members 
Mstep: Class 3 contains 71570 members 
Mstep: Class 4 contains 8898 members 
Mstep: Class 5 contains 1845 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 52214 members 
Mstep: Class 8 contains 3108 members 
Mstep: Class 9 contains 125449 members 
Mstep: Class 10 contains 94398 members 
Mstep: Class 11 contains 16499 members 
Mstep: Class 12 contains 61610 members 
Mstep: Class 13 contains 20883 members 
Mstep: Class 14 contains 30248 members 
Mstep: Class 15 contains 60240 members 
Mstep: Class 16 contains 60172 members 
Mstep: Class 17 contains 42455 members 
Mstep: Class 18 contains 12211 members 
Mstep: Class 19 contains 57668 members 
Mstep: Class 20 contains 21375 members 
Mstep: Class 21 contains 15388 members 
Mstep: Class 22 contains 4442 members 
Mstep: Class 23 contains 20844 members 
Mstep: Class 24 contains 3713 members 
Mstep: Class 25 contains 7048 members 
Mstep: Class 26 contains 9250 members 
Mstep: Class 27 contains 4609 members 
Mstep: Class 28 contains 3425 members 
Mstep: Class 29 contains 7688 members 
Mstep: Class 30 contains 122911 members 
Entering Unmasked Estep 
Score: -84381728.000000 Penalty: 67143.117188
Splitting cluster 15 changes total score from -84327504.000000 to -84381728.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (60172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60172 members 
Entering Unmasked Estep 
Score: -5569089.500000 Penalty: 1788.306274
	Iteration 0F: 2 clusters Score -5569090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -5528809.500000 Penalty: 3576.612549
	Iteration 0F: 3 clusters Score -5528810 nChanged 28478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -5544930.500000 Penalty: 3576.612549
	Iteration 1F: 3 clusters Score -5544930 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -5545713.500000 Penalty: 3576.612549
	Iteration 2Q: 3 clusters Score -5545714 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -5546967.500000 Penalty: 3576.612549
	Iteration 3Q: 3 clusters Score -5546968 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -5549362.000000 Penalty: 3576.612549
	Iteration 4F: 3 clusters Score -5549362 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -5553128.500000 Penalty: 3576.612549
	Iteration 5F: 3 clusters Score -5553128 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48537 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -5557758.000000 Penalty: 3576.612549
	Iteration 6F: 3 clusters Score -5557758 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52576 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -5561625.500000 Penalty: 3576.612549
	Iteration 7F: 3 clusters Score -5561626 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55289 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -5564080.500000 Penalty: 3576.612549
	Iteration 8Q: 3 clusters Score -5564080 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56947 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -5565575.000000 Penalty: 3576.612549
	Iteration 9Q: 3 clusters Score -5565575 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57907 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -5566495.500000 Penalty: 3576.612549
	Iteration 10Q: 3 clusters Score -5566496 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58423 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -5566940.500000 Penalty: 3576.612549
	Iteration 11Q: 3 clusters Score -5566940 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58704 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -5567186.500000 Penalty: 3576.612549
	Iteration 12Q: 3 clusters Score -5567186 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58895 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5567344.500000 Penalty: 3576.612549
	Iteration 13Q: 3 clusters Score -5567344 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59013 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5567442.500000 Penalty: 3576.612549
	Iteration 14Q: 3 clusters Score -5567442 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59094 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5567510.000000 Penalty: 3576.612549
	Iteration 15Q: 3 clusters Score -5567510 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59156 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5567564.500000 Penalty: 3576.612549
	Iteration 16Q: 3 clusters Score -5567564 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59197 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5567598.000000 Penalty: 3576.612549
	Iteration 17Q: 3 clusters Score -5567598 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59228 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -5567628.000000 Penalty: 3576.612549
	Iteration 18Q: 3 clusters Score -5567628 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59259 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5567638.000000 Penalty: 3576.612549
	Iteration 19Q: 3 clusters Score -5567638 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59285 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5567653.000000 Penalty: 3576.612549
	Iteration 20F: 3 clusters Score -5567653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59300 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5567652.500000 Penalty: 3576.612549
	Iteration 21Q: 3 clusters Score -5567652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59314 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5567661.500000 Penalty: 3576.612549
	Iteration 22Q: 3 clusters Score -5567662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59324 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5567665.000000 Penalty: 3576.612549
	Iteration 23Q: 3 clusters Score -5567665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59332 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5567673.000000 Penalty: 3576.612549
	Iteration 24Q: 3 clusters Score -5567673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59336 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5567670.000000 Penalty: 3576.612549
	Iteration 25Q: 3 clusters Score -5567670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59339 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -5567671.500000 Penalty: 3576.612549
	Iteration 26Q: 3 clusters Score -5567672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59343 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -5567672.000000 Penalty: 3576.612549
	Iteration 27Q: 3 clusters Score -5567672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59349 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5567680.500000 Penalty: 3576.612549
	Iteration 28Q: 3 clusters Score -5567680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59356 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5567676.500000 Penalty: 3576.612549
	Iteration 29Q: 3 clusters Score -5567676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59359 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5567672.500000 Penalty: 3576.612549
	Iteration 30Q: 3 clusters Score -5567672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59359 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5567672.500000 Penalty: 3576.612549
	Iteration 31F: 3 clusters Score -5567672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Entering Unmasked Estep 
Score: -3853478.500000 Penalty: 1731.632568
	Iteration 0F: 2 clusters Score -3853478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -3825069.000000 Penalty: 3463.265137
	Iteration 0F: 3 clusters Score -3825069 nChanged 19728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -3836130.000000 Penalty: 3463.265137
	Iteration 1F: 3 clusters Score -3836130 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -3836742.500000 Penalty: 3463.265137
	Iteration 2Q: 3 clusters Score -3836742 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -3837478.500000 Penalty: 3463.265137
	Iteration 3Q: 3 clusters Score -3837478 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -3838615.250000 Penalty: 3463.265137
	Iteration 4F: 3 clusters Score -3838615 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -3840319.000000 Penalty: 3463.265137
	Iteration 5F: 3 clusters Score -3840319 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -3842762.250000 Penalty: 3463.265137
	Iteration 6F: 3 clusters Score -3842762 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -3845513.250000 Penalty: 3463.265137
	Iteration 7F: 3 clusters Score -3845513 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -3847940.000000 Penalty: 3463.265137
	Iteration 8F: 3 clusters Score -3847940 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -3849618.750000 Penalty: 3463.265137
	Iteration 9Q: 3 clusters Score -3849619 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -3850585.250000 Penalty: 3463.265137
	Iteration 10Q: 3 clusters Score -3850585 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -3851161.500000 Penalty: 3463.265137
	Iteration 11Q: 3 clusters Score -3851162 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -3851509.500000 Penalty: 3463.265137
	Iteration 12Q: 3 clusters Score -3851510 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -3851743.250000 Penalty: 3463.265137
	Iteration 13Q: 3 clusters Score -3851743 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -3851902.750000 Penalty: 3463.265137
	Iteration 14Q: 3 clusters Score -3851903 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -3852056.750000 Penalty: 3463.265137
	Iteration 15Q: 3 clusters Score -3852057 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -3852162.000000 Penalty: 3463.265137
	Iteration 16Q: 3 clusters Score -3852162 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3852258.000000 Penalty: 3463.265137
	Iteration 17Q: 3 clusters Score -3852258 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3852306.750000 Penalty: 3463.265137
	Iteration 18Q: 3 clusters Score -3852307 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3852351.000000 Penalty: 3463.265137
	Iteration 19Q: 3 clusters Score -3852351 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3852393.000000 Penalty: 3463.265137
	Iteration 20F: 3 clusters Score -3852393 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3852445.750000 Penalty: 3463.265137
	Iteration 21Q: 3 clusters Score -3852446 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3852473.000000 Penalty: 3463.265137
	Iteration 22Q: 3 clusters Score -3852473 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3852498.750000 Penalty: 3463.265137
	Iteration 23Q: 3 clusters Score -3852499 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3852506.000000 Penalty: 3463.265137
	Iteration 24Q: 3 clusters Score -3852506 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3852522.750000 Penalty: 3463.265137
	Iteration 25Q: 3 clusters Score -3852523 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3852525.500000 Penalty: 3463.265137
	Iteration 26Q: 3 clusters Score -3852526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3852520.250000 Penalty: 3463.265137
	Iteration 27Q: 3 clusters Score -3852520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3852528.250000 Penalty: 3463.265137
	Iteration 28Q: 3 clusters Score -3852528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3852545.750000 Penalty: 3463.265137
	Iteration 29Q: 3 clusters Score -3852546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3852553.750000 Penalty: 3463.265137
	Iteration 30Q: 3 clusters Score -3852554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3852555.500000 Penalty: 3463.265137
	Iteration 31Q: 3 clusters Score -3852556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3852545.750000 Penalty: 3463.265137
	Iteration 32Q: 3 clusters Score -3852546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3852553.500000 Penalty: 3463.265137
	Iteration 33Q: 3 clusters Score -3852554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3852550.250000 Penalty: 3463.265137
	Iteration 34Q: 3 clusters Score -3852550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3852555.750000 Penalty: 3463.265137
	Iteration 35Q: 3 clusters Score -3852556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3852556.750000 Penalty: 3463.265137
	Iteration 36Q: 3 clusters Score -3852557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3852556.750000 Penalty: 3463.265137
	Iteration 37F: 3 clusters Score -3852557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Entering Unmasked Estep 
Score: -1043305.125000 Penalty: 1529.140015
	Iteration 0F: 2 clusters Score -1043305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1034785.312500 Penalty: 3058.280029
	Iteration 0F: 3 clusters Score -1034785 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1038161.187500 Penalty: 3058.280029
	Iteration 1F: 3 clusters Score -1038161 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1039438.812500 Penalty: 3058.280029
	Iteration 2F: 3 clusters Score -1039439 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1040972.437500 Penalty: 3058.280029
	Iteration 3F: 3 clusters Score -1040972 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1042163.375000 Penalty: 3058.280029
	Iteration 4F: 3 clusters Score -1042163 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1042946.312500 Penalty: 3058.280029
	Iteration 5F: 3 clusters Score -1042946 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1043321.687500 Penalty: 3058.280029
	Iteration 6F: 3 clusters Score -1043322 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1043515.125000 Penalty: 3058.280029
	Iteration 7Q: 3 clusters Score -1043515 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1043629.125000 Penalty: 3058.280029
	Iteration 8Q: 3 clusters Score -1043629 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1043691.750000 Penalty: 3058.280029
	Iteration 9Q: 3 clusters Score -1043692 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1043754.437500 Penalty: 3058.280029
	Iteration 10Q: 3 clusters Score -1043754 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1043836.812500 Penalty: 3058.280029
	Iteration 11Q: 3 clusters Score -1043837 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1043989.312500 Penalty: 3058.280029
	Iteration 12Q: 3 clusters Score -1043989 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1044255.375000 Penalty: 3058.280029
	Iteration 13Q: 3 clusters Score -1044255 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1044462.062500 Penalty: 3058.280029
	Iteration 14Q: 3 clusters Score -1044462 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1044656.625000 Penalty: 3058.280029
	Iteration 15Q: 3 clusters Score -1044657 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1044876.562500 Penalty: 3058.280029
	Iteration 16Q: 3 clusters Score -1044877 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1045098.750000 Penalty: 3058.280029
	Iteration 17Q: 3 clusters Score -1045099 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1045330.250000 Penalty: 3058.280029
	Iteration 18Q: 3 clusters Score -1045330 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1045494.375000 Penalty: 3058.280029
	Iteration 19Q: 3 clusters Score -1045494 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1045610.125000 Penalty: 3058.280029
	Iteration 20F: 3 clusters Score -1045610 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1045681.437500 Penalty: 3058.280029
	Iteration 21Q: 3 clusters Score -1045681 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1045714.437500 Penalty: 3058.280029
	Iteration 22Q: 3 clusters Score -1045714 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1045733.875000 Penalty: 3058.280029
	Iteration 23Q: 3 clusters Score -1045734 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1045746.062500 Penalty: 3058.280029
	Iteration 24Q: 3 clusters Score -1045746 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1045758.375000 Penalty: 3058.280029
	Iteration 25Q: 3 clusters Score -1045758 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1045767.000000 Penalty: 3058.280029
	Iteration 26Q: 3 clusters Score -1045767 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1045767.937500 Penalty: 3058.280029
	Iteration 27Q: 3 clusters Score -1045768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1045770.875000 Penalty: 3058.280029
	Iteration 28Q: 3 clusters Score -1045771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1045771.375000 Penalty: 3058.280029
	Iteration 29Q: 3 clusters Score -1045771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1045773.562500 Penalty: 3058.280029
	Iteration 30Q: 3 clusters Score -1045774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1045776.000000 Penalty: 3058.280029
	Iteration 31Q: 3 clusters Score -1045776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1045780.437500 Penalty: 3058.280029
	Iteration 32Q: 3 clusters Score -1045780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1045778.312500 Penalty: 3058.280029
	Iteration 33Q: 3 clusters Score -1045778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1045779.250000 Penalty: 3058.280029
	Iteration 34Q: 3 clusters Score -1045779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1045779.750000 Penalty: 3058.280029
	Iteration 35Q: 3 clusters Score -1045780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1045781.812500 Penalty: 3058.280029
	Iteration 36Q: 3 clusters Score -1045782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1045781.062500 Penalty: 3058.280029
	Iteration 37Q: 3 clusters Score -1045781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1045782.437500 Penalty: 3058.280029
	Iteration 38Q: 3 clusters Score -1045782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1045785.375000 Penalty: 3058.280029
	Iteration 39Q: 3 clusters Score -1045785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1045788.875000 Penalty: 3058.280029
	Iteration 40F: 3 clusters Score -1045789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1045790.125000 Penalty: 3058.280029
	Iteration 41Q: 3 clusters Score -1045790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1045790.437500 Penalty: 3058.280029
	Iteration 42Q: 3 clusters Score -1045790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1045795.250000 Penalty: 3058.280029
	Iteration 43Q: 3 clusters Score -1045795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1045796.250000 Penalty: 3058.280029
	Iteration 44Q: 3 clusters Score -1045796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1045798.625000 Penalty: 3058.280029
	Iteration 45Q: 3 clusters Score -1045799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1045801.812500 Penalty: 3058.280029
	Iteration 46Q: 3 clusters Score -1045802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1045801.875000 Penalty: 3058.280029
	Iteration 47Q: 3 clusters Score -1045802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1045804.000000 Penalty: 3058.280029
	Iteration 48Q: 3 clusters Score -1045804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1045805.000000 Penalty: 3058.280029
	Iteration 49Q: 3 clusters Score -1045805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1045805.312500 Penalty: 3058.280029
	Iteration 50Q: 3 clusters Score -1045805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1045807.250000 Penalty: 3058.280029
	Iteration 51Q: 3 clusters Score -1045807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1045805.312500 Penalty: 3058.280029
	Iteration 52Q: 3 clusters Score -1045805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1045808.437500 Penalty: 3058.280029
	Iteration 53Q: 3 clusters Score -1045808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1045808.687500 Penalty: 3058.280029
	Iteration 54Q: 3 clusters Score -1045809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1045808.687500 Penalty: 3058.280029
	Iteration 55F: 3 clusters Score -1045809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 8519 members 
Mstep: Class 3 contains 71570 members 
Mstep: Class 4 contains 8898 members 
Mstep: Class 5 contains 1845 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 52214 members 
Mstep: Class 8 contains 3108 members 
Mstep: Class 9 contains 125449 members 
Mstep: Class 10 contains 94398 members 
Mstep: Class 11 contains 16499 members 
Mstep: Class 12 contains 61610 members 
Mstep: Class 13 contains 20883 members 
Mstep: Class 14 contains 30248 members 
Mstep: Class 15 contains 60240 members 
Mstep: Class 16 contains 60172 members 
Mstep: Class 17 contains 42455 members 
Mstep: Class 18 contains 6733 members 
Mstep: Class 19 contains 57668 members 
Mstep: Class 20 contains 21375 members 
Mstep: Class 21 contains 15388 members 
Mstep: Class 22 contains 4442 members 
Mstep: Class 23 contains 20844 members 
Mstep: Class 24 contains 3713 members 
Mstep: Class 25 contains 7048 members 
Mstep: Class 26 contains 9250 members 
Mstep: Class 27 contains 4609 members 
Mstep: Class 28 contains 3425 members 
Mstep: Class 29 contains 7688 members 
Mstep: Class 30 contains 122911 members 
Mstep: Class 31 contains 5478 members 
Entering Unmasked Estep 
Score: -84383584.000000 Penalty: 69381.218750
Splitting cluster 18 changes total score from -84327504.000000 to -84383584.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 19 (57668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57668 members 
Entering Unmasked Estep 
Score: -5311054.500000 Penalty: 1781.399414
	Iteration 0F: 2 clusters Score -5311054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -5272500.500000 Penalty: 3562.798828
	Iteration 0F: 3 clusters Score -5272500 nChanged 27180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -5288149.500000 Penalty: 3562.798828
	Iteration 1F: 3 clusters Score -5288150 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -5289395.500000 Penalty: 3562.798828
	Iteration 2Q: 3 clusters Score -5289396 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -5291483.000000 Penalty: 3562.798828
	Iteration 3F: 3 clusters Score -5291483 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -5294996.500000 Penalty: 3562.798828
	Iteration 4F: 3 clusters Score -5294996 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48062 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -5299921.000000 Penalty: 3562.798828
	Iteration 5F: 3 clusters Score -5299921 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52841 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -5304731.000000 Penalty: 3562.798828
	Iteration 6F: 3 clusters Score -5304731 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55727 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -5307697.000000 Penalty: 3562.798828
	Iteration 7F: 3 clusters Score -5307697 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56943 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5308886.000000 Penalty: 3562.798828
	Iteration 8Q: 3 clusters Score -5308886 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57304 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5309280.500000 Penalty: 3562.798828
	Iteration 9Q: 3 clusters Score -5309280 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57402 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5309441.500000 Penalty: 3562.798828
	Iteration 10Q: 3 clusters Score -5309442 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57431 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5309524.500000 Penalty: 3562.798828
	Iteration 11Q: 3 clusters Score -5309524 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57441 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5309582.500000 Penalty: 3562.798828
	Iteration 12Q: 3 clusters Score -5309582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57436 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5309594.000000 Penalty: 3562.798828
	Iteration 13Q: 3 clusters Score -5309594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57428 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5309614.000000 Penalty: 3562.798828
	Iteration 14Q: 3 clusters Score -5309614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57431 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5309625.500000 Penalty: 3562.798828
	Iteration 15Q: 3 clusters Score -5309626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57423 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5309643.500000 Penalty: 3562.798828
	Iteration 16Q: 3 clusters Score -5309644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57426 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5309659.500000 Penalty: 3562.798828
	Iteration 17Q: 3 clusters Score -5309660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57430 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5309673.500000 Penalty: 3562.798828
	Iteration 18Q: 3 clusters Score -5309674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57428 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5309681.500000 Penalty: 3562.798828
	Iteration 19Q: 3 clusters Score -5309682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57421 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5309691.500000 Penalty: 3562.798828
	Iteration 20F: 3 clusters Score -5309692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57417 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5309698.000000 Penalty: 3562.798828
	Iteration 21Q: 3 clusters Score -5309698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57415 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5309703.000000 Penalty: 3562.798828
	Iteration 22Q: 3 clusters Score -5309703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57413 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5309703.500000 Penalty: 3562.798828
	Iteration 23Q: 3 clusters Score -5309704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57412 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5309703.500000 Penalty: 3562.798828
	Iteration 24Q: 3 clusters Score -5309704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57411 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5309708.000000 Penalty: 3562.798828
	Iteration 25Q: 3 clusters Score -5309708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57410 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5309712.500000 Penalty: 3562.798828
	Iteration 26Q: 3 clusters Score -5309712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57410 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5309712.500000 Penalty: 3562.798828
	Iteration 27F: 3 clusters Score -5309712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Entering Unmasked Estep 
Score: -1770683.000000 Penalty: 1620.121338
	Iteration 0F: 2 clusters Score -1770683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1756136.875000 Penalty: 3240.242676
	Iteration 0F: 3 clusters Score -1756137 nChanged 9648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1761801.750000 Penalty: 3240.242676
	Iteration 1F: 3 clusters Score -1761802 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1762649.500000 Penalty: 3240.242676
	Iteration 2F: 3 clusters Score -1762650 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1763665.875000 Penalty: 3240.242676
	Iteration 3F: 3 clusters Score -1763666 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1764796.000000 Penalty: 3240.242676
	Iteration 4F: 3 clusters Score -1764796 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1765771.875000 Penalty: 3240.242676
	Iteration 5F: 3 clusters Score -1765772 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1766437.625000 Penalty: 3240.242676
	Iteration 6F: 3 clusters Score -1766438 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1766823.000000 Penalty: 3240.242676
	Iteration 7Q: 3 clusters Score -1766823 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1767044.750000 Penalty: 3240.242676
	Iteration 8Q: 3 clusters Score -1767045 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1767175.875000 Penalty: 3240.242676
	Iteration 9Q: 3 clusters Score -1767176 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1767268.000000 Penalty: 3240.242676
	Iteration 10Q: 3 clusters Score -1767268 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1767316.125000 Penalty: 3240.242676
	Iteration 11Q: 3 clusters Score -1767316 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1767362.250000 Penalty: 3240.242676
	Iteration 12Q: 3 clusters Score -1767362 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1767398.250000 Penalty: 3240.242676
	Iteration 13Q: 3 clusters Score -1767398 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1767427.250000 Penalty: 3240.242676
	Iteration 14Q: 3 clusters Score -1767427 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1767456.750000 Penalty: 3240.242676
	Iteration 15Q: 3 clusters Score -1767457 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1767485.000000 Penalty: 3240.242676
	Iteration 16Q: 3 clusters Score -1767485 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1767520.625000 Penalty: 3240.242676
	Iteration 17Q: 3 clusters Score -1767521 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1767554.500000 Penalty: 3240.242676
	Iteration 18Q: 3 clusters Score -1767554 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1767581.625000 Penalty: 3240.242676
	Iteration 19Q: 3 clusters Score -1767582 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1767615.375000 Penalty: 3240.242676
	Iteration 20F: 3 clusters Score -1767615 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1767641.750000 Penalty: 3240.242676
	Iteration 21Q: 3 clusters Score -1767642 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1767667.500000 Penalty: 3240.242676
	Iteration 22Q: 3 clusters Score -1767668 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1767701.625000 Penalty: 3240.242676
	Iteration 23Q: 3 clusters Score -1767702 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1767738.500000 Penalty: 3240.242676
	Iteration 24Q: 3 clusters Score -1767738 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1767781.625000 Penalty: 3240.242676
	Iteration 25Q: 3 clusters Score -1767782 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1767828.500000 Penalty: 3240.242676
	Iteration 26Q: 3 clusters Score -1767828 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1767877.750000 Penalty: 3240.242676
	Iteration 27Q: 3 clusters Score -1767878 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1767931.625000 Penalty: 3240.242676
	Iteration 28Q: 3 clusters Score -1767932 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1767986.125000 Penalty: 3240.242676
	Iteration 29Q: 3 clusters Score -1767986 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1768044.625000 Penalty: 3240.242676
	Iteration 30Q: 3 clusters Score -1768045 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1768106.000000 Penalty: 3240.242676
	Iteration 31Q: 3 clusters Score -1768106 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1768179.875000 Penalty: 3240.242676
	Iteration 32Q: 3 clusters Score -1768180 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1768252.250000 Penalty: 3240.242676
	Iteration 33Q: 3 clusters Score -1768252 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1768328.000000 Penalty: 3240.242676
	Iteration 34Q: 3 clusters Score -1768328 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1768406.250000 Penalty: 3240.242676
	Iteration 35Q: 3 clusters Score -1768406 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1768484.000000 Penalty: 3240.242676
	Iteration 36Q: 3 clusters Score -1768484 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1768564.375000 Penalty: 3240.242676
	Iteration 37Q: 3 clusters Score -1768564 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1768671.000000 Penalty: 3240.242676
	Iteration 38Q: 3 clusters Score -1768671 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1768773.750000 Penalty: 3240.242676
	Iteration 39Q: 3 clusters Score -1768774 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1768869.375000 Penalty: 3240.242676
	Iteration 40F: 3 clusters Score -1768869 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1768962.000000 Penalty: 3240.242676
	Iteration 41Q: 3 clusters Score -1768962 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1769043.500000 Penalty: 3240.242676
	Iteration 42Q: 3 clusters Score -1769044 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1769124.500000 Penalty: 3240.242676
	Iteration 43Q: 3 clusters Score -1769124 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1769208.875000 Penalty: 3240.242676
	Iteration 44Q: 3 clusters Score -1769209 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1769288.375000 Penalty: 3240.242676
	Iteration 45Q: 3 clusters Score -1769288 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1769358.125000 Penalty: 3240.242676
	Iteration 46Q: 3 clusters Score -1769358 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1769436.500000 Penalty: 3240.242676
	Iteration 47Q: 3 clusters Score -1769436 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1769495.375000 Penalty: 3240.242676
	Iteration 48Q: 3 clusters Score -1769495 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1769538.625000 Penalty: 3240.242676
	Iteration 49Q: 3 clusters Score -1769539 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1769583.625000 Penalty: 3240.242676
	Iteration 50Q: 3 clusters Score -1769584 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1769616.875000 Penalty: 3240.242676
	Iteration 51Q: 3 clusters Score -1769617 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1769648.125000 Penalty: 3240.242676
	Iteration 52Q: 3 clusters Score -1769648 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1769668.250000 Penalty: 3240.242676
	Iteration 53Q: 3 clusters Score -1769668 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1769680.875000 Penalty: 3240.242676
	Iteration 54Q: 3 clusters Score -1769681 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1769695.875000 Penalty: 3240.242676
	Iteration 55Q: 3 clusters Score -1769696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1769706.500000 Penalty: 3240.242676
	Iteration 56Q: 3 clusters Score -1769706 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1769713.875000 Penalty: 3240.242676
	Iteration 57Q: 3 clusters Score -1769714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1769718.375000 Penalty: 3240.242676
	Iteration 58Q: 3 clusters Score -1769718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1769726.125000 Penalty: 3240.242676
	Iteration 59Q: 3 clusters Score -1769726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1769730.625000 Penalty: 3240.242676
	Iteration 60F: 3 clusters Score -1769731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1769732.625000 Penalty: 3240.242676
	Iteration 61Q: 3 clusters Score -1769733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1769736.875000 Penalty: 3240.242676
	Iteration 62Q: 3 clusters Score -1769737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1769742.500000 Penalty: 3240.242676
	Iteration 63Q: 3 clusters Score -1769742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1769744.250000 Penalty: 3240.242676
	Iteration 64Q: 3 clusters Score -1769744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1769746.500000 Penalty: 3240.242676
	Iteration 65Q: 3 clusters Score -1769746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1769748.125000 Penalty: 3240.242676
	Iteration 66Q: 3 clusters Score -1769748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1769749.500000 Penalty: 3240.242676
	Iteration 67Q: 3 clusters Score -1769750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1769751.625000 Penalty: 3240.242676
	Iteration 68Q: 3 clusters Score -1769752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1769750.375000 Penalty: 3240.242676
	Iteration 69Q: 3 clusters Score -1769750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1769754.625000 Penalty: 3240.242676
	Iteration 70Q: 3 clusters Score -1769755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1769752.625000 Penalty: 3240.242676
	Iteration 71Q: 3 clusters Score -1769753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1769752.625000 Penalty: 3240.242676
	Iteration 72F: 3 clusters Score -1769753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Entering Unmasked Estep 
Score: -1369965.125000 Penalty: 1566.718262
	Iteration 0F: 2 clusters Score -1369965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1359429.750000 Penalty: 3133.436523
	Iteration 0F: 3 clusters Score -1359430 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1363160.000000 Penalty: 3133.436523
	Iteration 1F: 3 clusters Score -1363160 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1363544.375000 Penalty: 3133.436523
	Iteration 2F: 3 clusters Score -1363544 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1363941.375000 Penalty: 3133.436523
	Iteration 3F: 3 clusters Score -1363941 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1364398.875000 Penalty: 3133.436523
	Iteration 4F: 3 clusters Score -1364399 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1364894.875000 Penalty: 3133.436523
	Iteration 5F: 3 clusters Score -1364895 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1365451.375000 Penalty: 3133.436523
	Iteration 6F: 3 clusters Score -1365451 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1365975.000000 Penalty: 3133.436523
	Iteration 7F: 3 clusters Score -1365975 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1366406.000000 Penalty: 3133.436523
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Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 10748 members 
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Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 12112 members 
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Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1368104 nChanged 102
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Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1368147 nChanged 107
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Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2941 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2779 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2826 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3036 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3270 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3340 members 
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Mstep: Class 1 contains 3399 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3446 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3505 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3551 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3687 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3726 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3763 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3833 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3863 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3911 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1369749 nChanged 16
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Mstep: Class 1 contains 3927 members 
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	Iteration 55Q: 3 clusters Score -1369752 nChanged 23
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Mstep: Class 1 contains 3950 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1369754 nChanged 25
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Mstep: Class 1 contains 3975 members 
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	Iteration 57Q: 3 clusters Score -1369761 nChanged 18
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Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 11395 members 
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	Iteration 58Q: 3 clusters Score -1369760 nChanged 22
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Mstep: Class 1 contains 4015 members 
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	Iteration 59Q: 3 clusters Score -1369765 nChanged 20
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Mstep: Class 1 contains 4035 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1369767 nChanged 24
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Mstep: Class 1 contains 4059 members 
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	Iteration 61Q: 3 clusters Score -1369770 nChanged 24
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Mstep: Class 1 contains 4083 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1369774 nChanged 28
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Mstep: Class 1 contains 4111 members 
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	Iteration 63Q: 3 clusters Score -1369783 nChanged 29
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Mstep: Class 1 contains 4140 members 
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	Iteration 64Q: 3 clusters Score -1369790 nChanged 20
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Mstep: Class 1 contains 4160 members 
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	Iteration 65Q: 3 clusters Score -1369792 nChanged 20
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Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 11210 members 
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	Iteration 66Q: 3 clusters Score -1369792 nChanged 17
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Mstep: Class 1 contains 4195 members 
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	Iteration 67Q: 3 clusters Score -1369794 nChanged 16
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Mstep: Class 1 contains 4211 members 
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	Iteration 68Q: 3 clusters Score -1369796 nChanged 18
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Mstep: Class 1 contains 4229 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1369801 nChanged 13
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Mstep: Class 1 contains 4242 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1369804 nChanged 13
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Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1369805 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4272 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1369803 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4284 members 
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	Iteration 73Q: 3 clusters Score -1369805 nChanged 11
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Mstep: Class 1 contains 4295 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1369809 nChanged 5
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Mstep: Class 1 contains 4300 members 
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	Iteration 75Q: 3 clusters Score -1369808 nChanged 8
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Mstep: Class 1 contains 4308 members 
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	Iteration 76Q: 3 clusters Score -1369808 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4318 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1369815 nChanged 8
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Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1369814 nChanged 8
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Mstep: Class 1 contains 4334 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1369812 nChanged 8
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Mstep: Class 1 contains 4342 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1369816 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4352 members 
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	Iteration 81Q: 3 clusters Score -1369816 nChanged 9
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Mstep: Class 1 contains 4361 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1369817 nChanged 9
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Mstep: Class 1 contains 4370 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1369819 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4376 members 
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	Iteration 84Q: 3 clusters Score -1369817 nChanged 9
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Mstep: Class 1 contains 4385 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1369818 nChanged 6
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Mstep: Class 1 contains 4391 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1369821 nChanged 7
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Mstep: Class 1 contains 4398 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1369822 nChanged 5
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Mstep: Class 1 contains 4403 members 
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	Iteration 88Q: 3 clusters Score -1369819 nChanged 5
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Mstep: Class 1 contains 4408 members 
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	Iteration 89Q: 3 clusters Score -1369821 nChanged 11
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Mstep: Class 1 contains 4417 members 
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	Iteration 90Q: 3 clusters Score -1369824 nChanged 8
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	Iteration 91Q: 3 clusters Score -1369824 nChanged 7
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1369823 nChanged 8
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	Iteration 93Q: 3 clusters Score -1369826 nChanged 3
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	Iteration 94Q: 3 clusters Score -1369826 nChanged 3
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	Iteration 95Q: 3 clusters Score -1369826 nChanged 1
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	Iteration 96Q: 3 clusters Score -1369824 nChanged 1
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	Iteration 97Q: 3 clusters Score -1369825 nChanged 1
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	Iteration 98Q: 3 clusters Score -1369828 nChanged 2
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	Iteration 99Q: 3 clusters Score -1369828 nChanged 2
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	Iteration 100F: 3 clusters Score -1369827 nChanged 2
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Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1369828.125000 Penalty: 3133.436523
	Iteration 101Q: 3 clusters Score -1369828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1369827.625000 Penalty: 3133.436523
	Iteration 102Q: 3 clusters Score -1369828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1369827.625000 Penalty: 3133.436523
	Iteration 103F: 3 clusters Score -1369828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Entering Unmasked Estep 
Score: -371028.000000 Penalty: 1364.814697
	Iteration 0F: 2 clusters Score -371028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -367442.218750 Penalty: 2729.629395
	Iteration 0F: 3 clusters Score -367442.2 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -368738.781250 Penalty: 2729.629395
	Iteration 1F: 3 clusters Score -368738.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -369348.968750 Penalty: 2729.629395
	Iteration 2F: 3 clusters Score -369349 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -370066.937500 Penalty: 2729.629395
	Iteration 3F: 3 clusters Score -370066.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -370574.656250 Penalty: 2729.629395
	Iteration 4F: 3 clusters Score -370574.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -370930.125000 Penalty: 2729.629395
	Iteration 5F: 3 clusters Score -370930.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -371172.000000 Penalty: 2729.629395
	Iteration 6Q: 3 clusters Score -371172 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -371330.562500 Penalty: 2729.629395
	Iteration 7Q: 3 clusters Score -371330.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -371407.093750 Penalty: 2729.629395
	Iteration 8Q: 3 clusters Score -371407.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -371450.750000 Penalty: 2729.629395
	Iteration 9Q: 3 clusters Score -371450.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -371475.750000 Penalty: 2729.629395
	Iteration 10Q: 3 clusters Score -371475.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -371489.687500 Penalty: 2729.629395
	Iteration 11Q: 3 clusters Score -371489.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -371500.812500 Penalty: 2729.629395
	Iteration 12Q: 3 clusters Score -371500.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -371509.531250 Penalty: 2729.629395
	Iteration 13Q: 3 clusters Score -371509.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -371515.281250 Penalty: 2729.629395
	Iteration 14Q: 3 clusters Score -371515.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -371520.031250 Penalty: 2729.629395
	Iteration 15Q: 3 clusters Score -371520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -371527.906250 Penalty: 2729.629395
	Iteration 16Q: 3 clusters Score -371527.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -371533.781250 Penalty: 2729.629395
	Iteration 17Q: 3 clusters Score -371533.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -371535.437500 Penalty: 2729.629395
	Iteration 18Q: 3 clusters Score -371535.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -371539.125000 Penalty: 2729.629395
	Iteration 19Q: 3 clusters Score -371539.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -371541.125000 Penalty: 2729.629395
	Iteration 20F: 3 clusters Score -371541.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -371542.593750 Penalty: 2729.629395
	Iteration 21Q: 3 clusters Score -371542.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -371542.500000 Penalty: 2729.629395
	Iteration 22Q: 3 clusters Score -371542.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -371543.375000 Penalty: 2729.629395
	Iteration 23Q: 3 clusters Score -371543.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -371543.375000 Penalty: 2729.629395
	Iteration 24F: 3 clusters Score -371543.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 8519 members 
Mstep: Class 3 contains 71570 members 
Mstep: Class 4 contains 8898 members 
Mstep: Class 5 contains 1845 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 52214 members 
Mstep: Class 8 contains 3108 members 
Mstep: Class 9 contains 125449 members 
Mstep: Class 10 contains 94398 members 
Mstep: Class 11 contains 16499 members 
Mstep: Class 12 contains 61610 members 
Mstep: Class 13 contains 20883 members 
Mstep: Class 14 contains 30248 members 
Mstep: Class 15 contains 60240 members 
Mstep: Class 16 contains 60172 members 
Mstep: Class 17 contains 42455 members 
Mstep: Class 18 contains 6733 members 
Mstep: Class 19 contains 57668 members 
Mstep: Class 20 contains 21375 members 
Mstep: Class 21 contains 15388 members 
Mstep: Class 22 contains 2876 members 
Mstep: Class 23 contains 20844 members 
Mstep: Class 24 contains 3713 members 
Mstep: Class 25 contains 7048 members 
Mstep: Class 26 contains 9250 members 
Mstep: Class 27 contains 4609 members 
Mstep: Class 28 contains 3425 members 
Mstep: Class 29 contains 7688 members 
Mstep: Class 30 contains 122911 members 
Mstep: Class 31 contains 5478 members 
Mstep: Class 32 contains 1566 members 
Entering Unmasked Estep 
Score: -84383312.000000 Penalty: 71619.320312
Splitting cluster 22 changes total score from -84327504.000000 to -84383312.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 23 (20844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Entering Unmasked Estep 
Score: -1708549.500000 Penalty: 1616.033447
	Iteration 0F: 2 clusters Score -1708550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1694501.750000 Penalty: 3232.066895
	Iteration 0F: 3 clusters Score -1694502 nChanged 9384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1700293.625000 Penalty: 3232.066895
	Iteration 1F: 3 clusters Score -1700294 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1701237.000000 Penalty: 3232.066895
	Iteration 2F: 3 clusters Score -1701237 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1702283.250000 Penalty: 3232.066895
	Iteration 3F: 3 clusters Score -1702283 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1703393.375000 Penalty: 3232.066895
	Iteration 4F: 3 clusters Score -1703393 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1704498.500000 Penalty: 3232.066895
	Iteration 5F: 3 clusters Score -1704498 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1705548.625000 Penalty: 3232.066895
	Iteration 6F: 3 clusters Score -1705549 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1706428.625000 Penalty: 3232.066895
	Iteration 7F: 3 clusters Score -1706429 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1707061.375000 Penalty: 3232.066895
	Iteration 8Q: 3 clusters Score -1707061 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1707537.250000 Penalty: 3232.066895
	Iteration 9Q: 3 clusters Score -1707537 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1707917.375000 Penalty: 3232.066895
	Iteration 10Q: 3 clusters Score -1707917 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1708202.625000 Penalty: 3232.066895
	Iteration 11Q: 3 clusters Score -1708203 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1708397.875000 Penalty: 3232.066895
	Iteration 12Q: 3 clusters Score -1708398 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1708549.375000 Penalty: 3232.066895
	Iteration 13Q: 3 clusters Score -1708549 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1708680.750000 Penalty: 3232.066895
	Iteration 14Q: 3 clusters Score -1708681 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1708800.750000 Penalty: 3232.066895
	Iteration 15Q: 3 clusters Score -1708801 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1708905.750000 Penalty: 3232.066895
	Iteration 16Q: 3 clusters Score -1708906 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1708993.250000 Penalty: 3232.066895
	Iteration 17Q: 3 clusters Score -1708993 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1709050.125000 Penalty: 3232.066895
	Iteration 18Q: 3 clusters Score -1709050 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1709104.875000 Penalty: 3232.066895
	Iteration 19Q: 3 clusters Score -1709105 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1709159.125000 Penalty: 3232.066895
	Iteration 20F: 3 clusters Score -1709159 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1709197.375000 Penalty: 3232.066895
	Iteration 21Q: 3 clusters Score -1709197 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1709220.750000 Penalty: 3232.066895
	Iteration 22Q: 3 clusters Score -1709221 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1709240.250000 Penalty: 3232.066895
	Iteration 23Q: 3 clusters Score -1709240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1709247.625000 Penalty: 3232.066895
	Iteration 24Q: 3 clusters Score -1709248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1709254.000000 Penalty: 3232.066895
	Iteration 25Q: 3 clusters Score -1709254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1709259.250000 Penalty: 3232.066895
	Iteration 26Q: 3 clusters Score -1709259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1709264.250000 Penalty: 3232.066895
	Iteration 27Q: 3 clusters Score -1709264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1709267.500000 Penalty: 3232.066895
	Iteration 28Q: 3 clusters Score -1709268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1709271.750000 Penalty: 3232.066895
	Iteration 29Q: 3 clusters Score -1709272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1709269.125000 Penalty: 3232.066895
	Iteration 30Q: 3 clusters Score -1709269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1709275.500000 Penalty: 3232.066895
	Iteration 31Q: 3 clusters Score -1709276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1709275.000000 Penalty: 3232.066895
	Iteration 32Q: 3 clusters Score -1709275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1709275.000000 Penalty: 3232.066895
	Iteration 33F: 3 clusters Score -1709275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 8519 members 
Mstep: Class 3 contains 71570 members 
Mstep: Class 4 contains 8898 members 
Mstep: Class 5 contains 1845 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 52214 members 
Mstep: Class 8 contains 3108 members 
Mstep: Class 9 contains 125449 members 
Mstep: Class 10 contains 94398 members 
Mstep: Class 11 contains 16499 members 
Mstep: Class 12 contains 61610 members 
Mstep: Class 13 contains 20883 members 
Mstep: Class 14 contains 30248 members 
Mstep: Class 15 contains 60240 members 
Mstep: Class 16 contains 60172 members 
Mstep: Class 17 contains 42455 members 
Mstep: Class 18 contains 6733 members 
Mstep: Class 19 contains 57668 members 
Mstep: Class 20 contains 21375 members 
Mstep: Class 21 contains 15388 members 
Mstep: Class 22 contains 2876 members 
Mstep: Class 23 contains 19609 members 
Mstep: Class 24 contains 3713 members 
Mstep: Class 25 contains 7048 members 
Mstep: Class 26 contains 9250 members 
Mstep: Class 27 contains 4609 members 
Mstep: Class 28 contains 3425 members 
Mstep: Class 29 contains 7688 members 
Mstep: Class 30 contains 122911 members 
Mstep: Class 31 contains 5478 members 
Mstep: Class 32 contains 1566 members 
Mstep: Class 33 contains 1235 members 
Entering Unmasked Estep 
Score: -84383352.000000 Penalty: 73857.421875
Splitting cluster 23 changes total score from -84327504.000000 to -84383352.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 8519 members 
Mstep: Class 3 contains 71570 members 
Mstep: Class 5 contains 1845 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 52214 members 
Mstep: Class 8 contains 3108 members 
Mstep: Class 9 contains 125449 members 
Mstep: Class 10 contains 94398 members 
Mstep: Class 11 contains 16499 members 
Mstep: Class 12 contains 61610 members 
Mstep: Class 13 contains 20883 members 
Mstep: Class 14 contains 30248 members 
Mstep: Class 15 contains 60240 members 
Mstep: Class 16 contains 60172 members 
Mstep: Class 17 contains 42455 members 
Mstep: Class 18 contains 6733 members 
Mstep: Class 19 contains 57668 members 
Mstep: Class 20 contains 21375 members 
Mstep: Class 21 contains 15388 members 
Mstep: Class 22 contains 2876 members 
Mstep: Class 23 contains 19609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84398240.000000 Penalty: 73857.421875
Iteration 39Q: 34 clusters Score -8.439824e+07 nChanged 21179
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 8419 members 
Mstep: Class 3 contains 71952 members 
Mstep: Class 4 contains 8694 members 
Mstep: Class 5 contains 1981 members 
Mstep: Class 6 contains 1550 members 
Mstep: Class 7 contains 52636 members 
Mstep: Class 8 contains 3051 members 
Mstep: Class 9 contains 126102 members 
Mstep: Class 10 contains 95350 members 
Mstep: Class 11 contains 16650 members 
Mstep: Class 12 contains 61603 members 
Mstep: Class 13 contains 20524 members 
Mstep: Class 14 contains 31060 members 
Mstep: Class 15 contains 60066 members 
Mstep: Class 16 contains 61138 members 
Mstep: Class 17 contains 42261 members 
Mstep: Class 18 contains 7185 members 
Mstep: Class 19 contains 58202 members 
Mstep: Class 20 contains 21589 members 
Mstep: Class 21 contains 15379 members 
Mstep: Class 22 contains 3019 members 
Mstep: Class 23 contains 20569 members 
Mstep: Class 24 contains 3414 members 
Mstep: Class 25 contains 6759 members 
Mstep: Class 26 contains 8813 members 
Mstep: Class 27 contains 5037 members 
Mstep: Class 28 contains 3455 members 
Mstep: Class 29 contains 7326 members 
Mstep: Class 30 contains 118264 members 
Mstep: Class 31 contains 5243 members 
Mstep: Class 32 contains 1449 members 
Mstep: Class 33 contains 1306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84412920.000000 Penalty: 73857.421875
Iteration 40F: 34 clusters Score -8.441292e+07 nChanged 19384
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 8319 members 
Mstep: Class 3 contains 70952 members 
Mstep: Class 4 contains 8854 members 
Mstep: Class 5 contains 2024 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 52552 members 
Mstep: Class 8 contains 2936 members 
Mstep: Class 9 contains 126116 members 
Mstep: Class 10 contains 93627 members 
Mstep: Class 11 contains 16528 members 
Mstep: Class 12 contains 61512 members 
Mstep: Class 13 contains 19845 members 
Mstep: Class 14 contains 31661 members 
Mstep: Class 15 contains 60129 members 
Mstep: Class 16 contains 60941 members 
Mstep: Class 17 contains 42061 members 
Mstep: Class 18 contains 7260 members 
Mstep: Class 19 contains 58486 members 
Mstep: Class 20 contains 21684 members 
Mstep: Class 21 contains 15189 members 
Mstep: Class 22 contains 3143 members 
Mstep: Class 23 contains 21246 members 
Mstep: Class 24 contains 3578 members 
Mstep: Class 25 contains 7022 members 
Mstep: Class 26 contains 8665 members 
Mstep: Class 27 contains 5954 members 
Mstep: Class 28 contains 3514 members 
Mstep: Class 29 contains 8004 members 
Mstep: Class 30 contains 118641 members 
Mstep: Class 31 contains 5283 members 
Mstep: Class 32 contains 1491 members 
Mstep: Class 33 contains 1549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84419008.000000 Penalty: 73857.421875
Iteration 41Q: 34 clusters Score -8.441901e+07 nChanged 12360
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 8310 members 
Mstep: Class 3 contains 70131 members 
Mstep: Class 4 contains 8911 members 
Mstep: Class 5 contains 2044 members 
Mstep: Class 6 contains 1599 members 
Mstep: Class 7 contains 52495 members 
Mstep: Class 8 contains 2868 members 
Mstep: Class 9 contains 126180 members 
Mstep: Class 10 contains 92755 members 
Mstep: Class 11 contains 16436 members 
Mstep: Class 12 contains 61423 members 
Mstep: Class 13 contains 19266 members 
Mstep: Class 14 contains 32336 members 
Mstep: Class 15 contains 60360 members 
Mstep: Class 16 contains 60867 members 
Mstep: Class 17 contains 41917 members 
Mstep: Class 18 contains 7379 members 
Mstep: Class 19 contains 58791 members 
Mstep: Class 20 contains 21746 members 
Mstep: Class 21 contains 15063 members 
Mstep: Class 22 contains 3282 members 
Mstep: Class 23 contains 21859 members 
Mstep: Class 24 contains 3635 members 
Mstep: Class 25 contains 7120 members 
Mstep: Class 26 contains 8532 members 
Mstep: Class 27 contains 6754 members 
Mstep: Class 28 contains 3549 members 
Mstep: Class 29 contains 8508 members 
Mstep: Class 30 contains 117995 members 
Mstep: Class 31 contains 5343 members 
Mstep: Class 32 contains 1511 members 
Mstep: Class 33 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84423240.000000 Penalty: 73857.421875
Iteration 42Q: 34 clusters Score -8.442324e+07 nChanged 9872
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 8313 members 
Mstep: Class 3 contains 69407 members 
Mstep: Class 4 contains 8937 members 
Mstep: Class 5 contains 2053 members 
Mstep: Class 6 contains 1603 members 
Mstep: Class 7 contains 52457 members 
Mstep: Class 8 contains 2824 members 
Mstep: Class 9 contains 126202 members 
Mstep: Class 10 contains 92303 members 
Mstep: Class 11 contains 16329 members 
Mstep: Class 12 contains 61362 members 
Mstep: Class 13 contains 18694 members 
Mstep: Class 14 contains 33150 members 
Mstep: Class 15 contains 60565 members 
Mstep: Class 16 contains 60667 members 
Mstep: Class 17 contains 41830 members 
Mstep: Class 18 contains 7486 members 
Mstep: Class 19 contains 59119 members 
Mstep: Class 20 contains 21792 members 
Mstep: Class 21 contains 14945 members 
Mstep: Class 22 contains 3440 members 
Mstep: Class 23 contains 22368 members 
Mstep: Class 24 contains 3665 members 
Mstep: Class 25 contains 7173 members 
Mstep: Class 26 contains 8403 members 
Mstep: Class 27 contains 7449 members 
Mstep: Class 28 contains 3585 members 
Mstep: Class 29 contains 8883 members 
Mstep: Class 30 contains 117150 members 
Mstep: Class 31 contains 5404 members 
Mstep: Class 32 contains 1515 members 
Mstep: Class 33 contains 1723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84425544.000000 Penalty: 73857.421875
Iteration 43Q: 34 clusters Score -8.442554e+07 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 8322 members 
Mstep: Class 3 contains 68764 members 
Mstep: Class 4 contains 8937 members 
Mstep: Class 5 contains 2058 members 
Mstep: Class 6 contains 1603 members 
Mstep: Class 7 contains 52438 members 
Mstep: Class 8 contains 2785 members 
Mstep: Class 9 contains 126206 members 
Mstep: Class 10 contains 92056 members 
Mstep: Class 11 contains 16238 members 
Mstep: Class 12 contains 61307 members 
Mstep: Class 13 contains 18190 members 
Mstep: Class 14 contains 33966 members 
Mstep: Class 15 contains 60706 members 
Mstep: Class 16 contains 60418 members 
Mstep: Class 17 contains 41786 members 
Mstep: Class 18 contains 7578 members 
Mstep: Class 19 contains 59492 members 
Mstep: Class 20 contains 21823 members 
Mstep: Class 21 contains 14854 members 
Mstep: Class 22 contains 3604 members 
Mstep: Class 23 contains 22755 members 
Mstep: Class 24 contains 3689 members 
Mstep: Class 25 contains 7216 members 
Mstep: Class 26 contains 8262 members 
Mstep: Class 27 contains 8125 members 
Mstep: Class 28 contains 3616 members 
Mstep: Class 29 contains 9189 members 
Mstep: Class 30 contains 116221 members 
Mstep: Class 31 contains 5446 members 
Mstep: Class 32 contains 1534 members 
Mstep: Class 33 contains 1762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84427696.000000 Penalty: 73857.421875
Iteration 44Q: 34 clusters Score -8.44277e+07 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 8323 members 
Mstep: Class 3 contains 68236 members 
Mstep: Class 4 contains 8942 members 
Mstep: Class 5 contains 2061 members 
Mstep: Class 6 contains 1610 members 
Mstep: Class 7 contains 52425 members 
Mstep: Class 8 contains 2746 members 
Mstep: Class 9 contains 126183 members 
Mstep: Class 10 contains 91969 members 
Mstep: Class 11 contains 16161 members 
Mstep: Class 12 contains 61272 members 
Mstep: Class 13 contains 17703 members 
Mstep: Class 14 contains 34720 members 
Mstep: Class 15 contains 60804 members 
Mstep: Class 16 contains 60226 members 
Mstep: Class 17 contains 41746 members 
Mstep: Class 18 contains 7645 members 
Mstep: Class 19 contains 59865 members 
Mstep: Class 20 contains 21865 members 
Mstep: Class 21 contains 14789 members 
Mstep: Class 22 contains 3776 members 
Mstep: Class 23 contains 23058 members 
Mstep: Class 24 contains 3710 members 
Mstep: Class 25 contains 7236 members 
Mstep: Class 26 contains 8103 members 
Mstep: Class 27 contains 8741 members 
Mstep: Class 28 contains 3634 members 
Mstep: Class 29 contains 9434 members 
Mstep: Class 30 contains 115284 members 
Mstep: Class 31 contains 5471 members 
Mstep: Class 32 contains 1542 members 
Mstep: Class 33 contains 1785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84428992.000000 Penalty: 73857.421875
Iteration 45Q: 34 clusters Score -8.442899e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 8332 members 
Mstep: Class 3 contains 67749 members 
Mstep: Class 4 contains 8949 members 
Mstep: Class 5 contains 2063 members 
Mstep: Class 6 contains 1614 members 
Mstep: Class 7 contains 52409 members 
Mstep: Class 8 contains 2722 members 
Mstep: Class 9 contains 126165 members 
Mstep: Class 10 contains 91941 members 
Mstep: Class 11 contains 16078 members 
Mstep: Class 12 contains 61241 members 
Mstep: Class 13 contains 17251 members 
Mstep: Class 14 contains 35412 members 
Mstep: Class 15 contains 60884 members 
Mstep: Class 16 contains 60006 members 
Mstep: Class 17 contains 41710 members 
Mstep: Class 18 contains 7683 members 
Mstep: Class 19 contains 60248 members 
Mstep: Class 20 contains 21874 members 
Mstep: Class 21 contains 14743 members 
Mstep: Class 22 contains 3945 members 
Mstep: Class 23 contains 23350 members 
Mstep: Class 24 contains 3731 members 
Mstep: Class 25 contains 7262 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 9296 members 
Mstep: Class 28 contains 3647 members 
Mstep: Class 29 contains 9665 members 
Mstep: Class 30 contains 114400 members 
Mstep: Class 31 contains 5497 members 
Mstep: Class 32 contains 1565 members 
Mstep: Class 33 contains 1796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84430416.000000 Penalty: 73857.421875
Iteration 46Q: 34 clusters Score -8.443042e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 8341 members 
Mstep: Class 3 contains 67334 members 
Mstep: Class 4 contains 8944 members 
Mstep: Class 5 contains 2065 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 7 contains 52403 members 
Mstep: Class 8 contains 2696 members 
Mstep: Class 9 contains 126118 members 
Mstep: Class 10 contains 92013 members 
Mstep: Class 11 contains 16013 members 
Mstep: Class 12 contains 61222 members 
Mstep: Class 13 contains 16787 members 
Mstep: Class 14 contains 36000 members 
Mstep: Class 15 contains 60920 members 
Mstep: Class 16 contains 59791 members 
Mstep: Class 17 contains 41677 members 
Mstep: Class 18 contains 7768 members 
Mstep: Class 19 contains 60606 members 
Mstep: Class 20 contains 21871 members 
Mstep: Class 21 contains 14711 members 
Mstep: Class 22 contains 4111 members 
Mstep: Class 23 contains 23606 members 
Mstep: Class 24 contains 3738 members 
Mstep: Class 25 contains 7278 members 
Mstep: Class 26 contains 7785 members 
Mstep: Class 27 contains 9746 members 
Mstep: Class 28 contains 3650 members 
Mstep: Class 29 contains 9871 members 
Mstep: Class 30 contains 113640 members 
Mstep: Class 31 contains 5525 members 
Mstep: Class 32 contains 1579 members 
Mstep: Class 33 contains 1809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84431328.000000 Penalty: 73857.421875
Iteration 47Q: 34 clusters Score -8.443133e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 8346 members 
Mstep: Class 3 contains 66995 members 
Mstep: Class 4 contains 8945 members 
Mstep: Class 5 contains 2068 members 
Mstep: Class 6 contains 1614 members 
Mstep: Class 7 contains 52396 members 
Mstep: Class 8 contains 2669 members 
Mstep: Class 9 contains 126055 members 
Mstep: Class 10 contains 92113 members 
Mstep: Class 11 contains 15961 members 
Mstep: Class 12 contains 61190 members 
Mstep: Class 13 contains 16374 members 
Mstep: Class 14 contains 36457 members 
Mstep: Class 15 contains 60953 members 
Mstep: Class 16 contains 59651 members 
Mstep: Class 17 contains 41659 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 60969 members 
Mstep: Class 20 contains 21845 members 
Mstep: Class 21 contains 14674 members 
Mstep: Class 22 contains 4239 members 
Mstep: Class 23 contains 23820 members 
Mstep: Class 24 contains 3745 members 
Mstep: Class 25 contains 7293 members 
Mstep: Class 26 contains 7681 members 
Mstep: Class 27 contains 10119 members 
Mstep: Class 28 contains 3659 members 
Mstep: Class 29 contains 10040 members 
Mstep: Class 30 contains 112978 members 
Mstep: Class 31 contains 5535 members 
Mstep: Class 32 contains 1589 members 
Mstep: Class 33 contains 1816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84432152.000000 Penalty: 73857.421875
Iteration 48Q: 34 clusters Score -8.443215e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 8350 members 
Mstep: Class 3 contains 66740 members 
Mstep: Class 4 contains 8943 members 
Mstep: Class 5 contains 2071 members 
Mstep: Class 6 contains 1619 members 
Mstep: Class 7 contains 52392 members 
Mstep: Class 8 contains 2647 members 
Mstep: Class 9 contains 125993 members 
Mstep: Class 10 contains 92252 members 
Mstep: Class 11 contains 15921 members 
Mstep: Class 12 contains 61158 members 
Mstep: Class 13 contains 16018 members 
Mstep: Class 14 contains 36854 members 
Mstep: Class 15 contains 60989 members 
Mstep: Class 16 contains 59565 members 
Mstep: Class 17 contains 41641 members 
Mstep: Class 18 contains 7879 members 
Mstep: Class 19 contains 61313 members 
Mstep: Class 20 contains 21816 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 4350 members 
Mstep: Class 23 contains 24006 members 
Mstep: Class 24 contains 3750 members 
Mstep: Class 25 contains 7309 members 
Mstep: Class 26 contains 7606 members 
Mstep: Class 27 contains 10402 members 
Mstep: Class 28 contains 3662 members 
Mstep: Class 29 contains 10177 members 
Mstep: Class 30 contains 112285 members 
Mstep: Class 31 contains 5553 members 
Mstep: Class 32 contains 1595 members 
Mstep: Class 33 contains 1824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84432784.000000 Penalty: 73857.421875
Iteration 49Q: 34 clusters Score -8.443278e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 8357 members 
Mstep: Class 3 contains 66524 members 
Mstep: Class 4 contains 8937 members 
Mstep: Class 5 contains 2076 members 
Mstep: Class 6 contains 1623 members 
Mstep: Class 7 contains 52390 members 
Mstep: Class 8 contains 2632 members 
Mstep: Class 9 contains 125922 members 
Mstep: Class 10 contains 92407 members 
Mstep: Class 11 contains 15894 members 
Mstep: Class 12 contains 61117 members 
Mstep: Class 13 contains 15668 members 
Mstep: Class 14 contains 37236 members 
Mstep: Class 15 contains 61007 members 
Mstep: Class 16 contains 59473 members 
Mstep: Class 17 contains 41623 members 
Mstep: Class 18 contains 7907 members 
Mstep: Class 19 contains 61658 members 
Mstep: Class 20 contains 21777 members 
Mstep: Class 21 contains 14630 members 
Mstep: Class 22 contains 4440 members 
Mstep: Class 23 contains 24190 members 
Mstep: Class 24 contains 3755 members 
Mstep: Class 25 contains 7319 members 
Mstep: Class 26 contains 7550 members 
Mstep: Class 27 contains 10643 members 
Mstep: Class 28 contains 3667 members 
Mstep: Class 29 contains 10282 members 
Mstep: Class 30 contains 111658 members 
Mstep: Class 31 contains 5567 members 
Mstep: Class 32 contains 1602 members 
Mstep: Class 33 contains 1826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84432936.000000 Penalty: 73857.421875
Iteration 50Q: 34 clusters Score -8.443294e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 8363 members 
Mstep: Class 3 contains 66373 members 
Mstep: Class 4 contains 8932 members 
Mstep: Class 5 contains 2076 members 
Mstep: Class 6 contains 1622 members 
Mstep: Class 7 contains 52389 members 
Mstep: Class 8 contains 2617 members 
Mstep: Class 9 contains 125841 members 
Mstep: Class 10 contains 92639 members 
Mstep: Class 11 contains 15858 members 
Mstep: Class 12 contains 61075 members 
Mstep: Class 13 contains 15305 members 
Mstep: Class 14 contains 37566 members 
Mstep: Class 15 contains 61027 members 
Mstep: Class 16 contains 59424 members 
Mstep: Class 17 contains 41606 members 
Mstep: Class 18 contains 7936 members 
Mstep: Class 19 contains 62022 members 
Mstep: Class 20 contains 21729 members 
Mstep: Class 21 contains 14626 members 
Mstep: Class 22 contains 4514 members 
Mstep: Class 23 contains 24351 members 
Mstep: Class 24 contains 3760 members 
Mstep: Class 25 contains 7331 members 
Mstep: Class 26 contains 7502 members 
Mstep: Class 27 contains 10829 members 
Mstep: Class 28 contains 3672 members 
Mstep: Class 29 contains 10363 members 
Mstep: Class 30 contains 110999 members 
Mstep: Class 31 contains 5579 members 
Mstep: Class 32 contains 1621 members 
Mstep: Class 33 contains 1822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84433016.000000 Penalty: 73857.421875
Iteration 51Q: 34 clusters Score -8.443302e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 8373 members 
Mstep: Class 3 contains 66254 members 
Mstep: Class 4 contains 8927 members 
Mstep: Class 5 contains 2076 members 
Mstep: Class 6 contains 1621 members 
Mstep: Class 7 contains 52385 members 
Mstep: Class 8 contains 2606 members 
Mstep: Class 9 contains 125772 members 
Mstep: Class 10 contains 92924 members 
Mstep: Class 11 contains 15840 members 
Mstep: Class 12 contains 61035 members 
Mstep: Class 13 contains 14974 members 
Mstep: Class 14 contains 37846 members 
Mstep: Class 15 contains 61037 members 
Mstep: Class 16 contains 59365 members 
Mstep: Class 17 contains 41596 members 
Mstep: Class 18 contains 7950 members 
Mstep: Class 19 contains 62388 members 
Mstep: Class 20 contains 21679 members 
Mstep: Class 21 contains 14617 members 
Mstep: Class 22 contains 4588 members 
Mstep: Class 23 contains 24481 members 
Mstep: Class 24 contains 3767 members 
Mstep: Class 25 contains 7339 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10989 members 
Mstep: Class 28 contains 3673 members 
Mstep: Class 29 contains 10423 members 
Mstep: Class 30 contains 110336 members 
Mstep: Class 31 contains 5592 members 
Mstep: Class 32 contains 1636 members 
Mstep: Class 33 contains 1817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84433104.000000 Penalty: 73857.421875
Iteration 52Q: 34 clusters Score -8.44331e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 8379 members 
Mstep: Class 3 contains 66154 members 
Mstep: Class 4 contains 8923 members 
Mstep: Class 5 contains 2076 members 
Mstep: Class 6 contains 1620 members 
Mstep: Class 7 contains 52383 members 
Mstep: Class 8 contains 2600 members 
Mstep: Class 9 contains 125696 members 
Mstep: Class 10 contains 93225 members 
Mstep: Class 11 contains 15825 members 
Mstep: Class 12 contains 61003 members 
Mstep: Class 13 contains 14676 members 
Mstep: Class 14 contains 38011 members 
Mstep: Class 15 contains 61052 members 
Mstep: Class 16 contains 59324 members 
Mstep: Class 17 contains 41590 members 
Mstep: Class 18 contains 7950 members 
Mstep: Class 19 contains 62728 members 
Mstep: Class 20 contains 21642 members 
Mstep: Class 21 contains 14606 members 
Mstep: Class 22 contains 4687 members 
Mstep: Class 23 contains 24608 members 
Mstep: Class 24 contains 3766 members 
Mstep: Class 25 contains 7350 members 
Mstep: Class 26 contains 7401 members 
Mstep: Class 27 contains 11125 members 
Mstep: Class 28 contains 3674 members 
Mstep: Class 29 contains 10466 members 
Mstep: Class 30 contains 109739 members 
Mstep: Class 31 contains 5602 members 
Mstep: Class 32 contains 1652 members 
Mstep: Class 33 contains 1820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84433528.000000 Penalty: 73857.421875
Iteration 53Q: 34 clusters Score -8.443353e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 8387 members 
Mstep: Class 3 contains 66072 members 
Mstep: Class 4 contains 8918 members 
Mstep: Class 5 contains 2077 members 
Mstep: Class 6 contains 1621 members 
Mstep: Class 7 contains 52381 members 
Mstep: Class 8 contains 2593 members 
Mstep: Class 9 contains 125623 members 
Mstep: Class 10 contains 93517 members 
Mstep: Class 11 contains 15804 members 
Mstep: Class 12 contains 60955 members 
Mstep: Class 13 contains 14378 members 
Mstep: Class 14 contains 38168 members 
Mstep: Class 15 contains 61066 members 
Mstep: Class 16 contains 59317 members 
Mstep: Class 17 contains 41577 members 
Mstep: Class 18 contains 7960 members 
Mstep: Class 19 contains 63072 members 
Mstep: Class 20 contains 21606 members 
Mstep: Class 21 contains 14597 members 
Mstep: Class 22 contains 4759 members 
Mstep: Class 23 contains 24717 members 
Mstep: Class 24 contains 3762 members 
Mstep: Class 25 contains 7362 members 
Mstep: Class 26 contains 7363 members 
Mstep: Class 27 contains 11239 members 
Mstep: Class 28 contains 3674 members 
Mstep: Class 29 contains 10517 members 
Mstep: Class 30 contains 109172 members 
Mstep: Class 31 contains 5613 members 
Mstep: Class 32 contains 1672 members 
Mstep: Class 33 contains 1817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84433904.000000 Penalty: 73857.421875
Iteration 54Q: 34 clusters Score -8.44339e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 8392 members 
Mstep: Class 3 contains 65999 members 
Mstep: Class 4 contains 8916 members 
Mstep: Class 5 contains 2078 members 
Mstep: Class 6 contains 1622 members 
Mstep: Class 7 contains 52378 members 
Mstep: Class 8 contains 2592 members 
Mstep: Class 9 contains 125548 members 
Mstep: Class 10 contains 93835 members 
Mstep: Class 11 contains 15791 members 
Mstep: Class 12 contains 60909 members 
Mstep: Class 13 contains 14091 members 
Mstep: Class 14 contains 38237 members 
Mstep: Class 15 contains 61073 members 
Mstep: Class 16 contains 59326 members 
Mstep: Class 17 contains 41576 members 
Mstep: Class 18 contains 7965 members 
Mstep: Class 19 contains 63400 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 14581 members 
Mstep: Class 22 contains 4859 members 
Mstep: Class 23 contains 24825 members 
Mstep: Class 24 contains 3764 members 
Mstep: Class 25 contains 7376 members 
Mstep: Class 26 contains 7327 members 
Mstep: Class 27 contains 11338 members 
Mstep: Class 28 contains 3676 members 
Mstep: Class 29 contains 10558 members 
Mstep: Class 30 contains 108657 members 
Mstep: Class 31 contains 5622 members 
Mstep: Class 32 contains 1679 members 
Mstep: Class 33 contains 1803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84434616.000000 Penalty: 73857.421875
Iteration 55Q: 34 clusters Score -8.443462e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 8397 members 
Mstep: Class 3 contains 65942 members 
Mstep: Class 4 contains 8914 members 
Mstep: Class 5 contains 2078 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 52375 members 
Mstep: Class 8 contains 2585 members 
Mstep: Class 9 contains 125479 members 
Mstep: Class 10 contains 94138 members 
Mstep: Class 11 contains 15771 members 
Mstep: Class 12 contains 60885 members 
Mstep: Class 13 contains 13849 members 
Mstep: Class 14 contains 38276 members 
Mstep: Class 15 contains 61088 members 
Mstep: Class 16 contains 59314 members 
Mstep: Class 17 contains 41589 members 
Mstep: Class 18 contains 7970 members 
Mstep: Class 19 contains 63690 members 
Mstep: Class 20 contains 21500 members 
Mstep: Class 21 contains 14569 members 
Mstep: Class 22 contains 4975 members 
Mstep: Class 23 contains 24926 members 
Mstep: Class 24 contains 3766 members 
Mstep: Class 25 contains 7395 members 
Mstep: Class 26 contains 7283 members 
Mstep: Class 27 contains 11437 members 
Mstep: Class 28 contains 3681 members 
Mstep: Class 29 contains 10587 members 
Mstep: Class 30 contains 108145 members 
Mstep: Class 31 contains 5628 members 
Mstep: Class 32 contains 1689 members 
Mstep: Class 33 contains 1788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84434944.000000 Penalty: 73857.421875
Iteration 56Q: 34 clusters Score -8.443494e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 8401 members 
Mstep: Class 3 contains 65882 members 
Mstep: Class 4 contains 8914 members 
Mstep: Class 5 contains 2079 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 52371 members 
Mstep: Class 8 contains 2582 members 
Mstep: Class 9 contains 125409 members 
Mstep: Class 10 contains 94497 members 
Mstep: Class 11 contains 15759 members 
Mstep: Class 12 contains 60873 members 
Mstep: Class 13 contains 13603 members 
Mstep: Class 14 contains 38291 members 
Mstep: Class 15 contains 61080 members 
Mstep: Class 16 contains 59300 members 
Mstep: Class 17 contains 41586 members 
Mstep: Class 18 contains 7971 members 
Mstep: Class 19 contains 63961 members 
Mstep: Class 20 contains 21452 members 
Mstep: Class 21 contains 14554 members 
Mstep: Class 22 contains 5088 members 
Mstep: Class 23 contains 25027 members 
Mstep: Class 24 contains 3770 members 
Mstep: Class 25 contains 7404 members 
Mstep: Class 26 contains 7245 members 
Mstep: Class 27 contains 11516 members 
Mstep: Class 28 contains 3686 members 
Mstep: Class 29 contains 10613 members 
Mstep: Class 30 contains 107696 members 
Mstep: Class 31 contains 5628 members 
Mstep: Class 32 contains 1694 members 
Mstep: Class 33 contains 1774 members 
Entering Unmasked Estep 
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Iteration 57Q: 34 clusters Score -8.44354e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 8404 members 
Mstep: Class 3 contains 65831 members 
Mstep: Class 4 contains 8914 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 52368 members 
Mstep: Class 8 contains 2577 members 
Mstep: Class 9 contains 125346 members 
Mstep: Class 10 contains 94865 members 
Mstep: Class 11 contains 15757 members 
Mstep: Class 12 contains 60868 members 
Mstep: Class 13 contains 13354 members 
Mstep: Class 14 contains 38290 members 
Mstep: Class 15 contains 61085 members 
Mstep: Class 16 contains 59317 members 
Mstep: Class 17 contains 41600 members 
Mstep: Class 18 contains 7973 members 
Mstep: Class 19 contains 64208 members 
Mstep: Class 20 contains 21422 members 
Mstep: Class 21 contains 14536 members 
Mstep: Class 22 contains 5214 members 
Mstep: Class 23 contains 25125 members 
Mstep: Class 24 contains 3771 members 
Mstep: Class 25 contains 7419 members 
Mstep: Class 26 contains 7188 members 
Mstep: Class 27 contains 11582 members 
Mstep: Class 28 contains 3685 members 
Mstep: Class 29 contains 10632 members 
Mstep: Class 30 contains 107214 members 
Mstep: Class 31 contains 5630 members 
Mstep: Class 32 contains 1698 members 
Mstep: Class 33 contains 1749 members 
Entering Unmasked Estep 
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Score: -84435648.000000 Penalty: 73857.421875
Iteration 58Q: 34 clusters Score -8.443565e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 8405 members 
Mstep: Class 3 contains 65795 members 
Mstep: Class 4 contains 8918 members 
Mstep: Class 5 contains 2081 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 52363 members 
Mstep: Class 8 contains 2575 members 
Mstep: Class 9 contains 125259 members 
Mstep: Class 10 contains 95310 members 
Mstep: Class 11 contains 15753 members 
Mstep: Class 12 contains 60854 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 38206 members 
Mstep: Class 15 contains 61086 members 
Mstep: Class 16 contains 59342 members 
Mstep: Class 17 contains 41603 members 
Mstep: Class 18 contains 7973 members 
Mstep: Class 19 contains 64437 members 
Mstep: Class 20 contains 21395 members 
Mstep: Class 21 contains 14521 members 
Mstep: Class 22 contains 5343 members 
Mstep: Class 23 contains 25204 members 
Mstep: Class 24 contains 3772 members 
Mstep: Class 25 contains 7438 members 
Mstep: Class 26 contains 7132 members 
Mstep: Class 27 contains 11639 members 
Mstep: Class 28 contains 3685 members 
Mstep: Class 29 contains 10653 members 
Mstep: Class 30 contains 106765 members 
Mstep: Class 31 contains 5629 members 
Mstep: Class 32 contains 1692 members 
Mstep: Class 33 contains 1727 members 
Entering Unmasked Estep 
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Iteration 59Q: 34 clusters Score -8.443614e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 8406 members 
Mstep: Class 3 contains 65746 members 
Mstep: Class 4 contains 8920 members 
Mstep: Class 5 contains 2081 members 
Mstep: Class 6 contains 1629 members 
Mstep: Class 7 contains 52361 members 
Mstep: Class 8 contains 2576 members 
Mstep: Class 9 contains 125173 members 
Mstep: Class 10 contains 95763 members 
Mstep: Class 11 contains 15749 members 
Mstep: Class 12 contains 60850 members 
Mstep: Class 13 contains 12925 members 
Mstep: Class 14 contains 38083 members 
Mstep: Class 15 contains 61077 members 
Mstep: Class 16 contains 59391 members 
Mstep: Class 17 contains 41615 members 
Mstep: Class 18 contains 7961 members 
Mstep: Class 19 contains 64671 members 
Mstep: Class 20 contains 21363 members 
Mstep: Class 21 contains 14508 members 
Mstep: Class 22 contains 5437 members 
Mstep: Class 23 contains 25310 members 
Mstep: Class 24 contains 3771 members 
Mstep: Class 25 contains 7462 members 
Mstep: Class 26 contains 7079 members 
Mstep: Class 27 contains 11707 members 
Mstep: Class 28 contains 3686 members 
Mstep: Class 29 contains 10678 members 
Mstep: Class 30 contains 106320 members 
Mstep: Class 31 contains 5632 members 
Mstep: Class 32 contains 1696 members 
Mstep: Class 33 contains 1700 members 
Entering Unmasked Estep 
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Iteration 60F: 34 clusters Score -8.44363e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 8408 members 
Mstep: Class 3 contains 65590 members 
Mstep: Class 4 contains 8921 members 
Mstep: Class 5 contains 2081 members 
Mstep: Class 6 contains 1632 members 
Mstep: Class 7 contains 52359 members 
Mstep: Class 8 contains 2572 members 
Mstep: Class 9 contains 125102 members 
Mstep: Class 10 contains 96222 members 
Mstep: Class 11 contains 15743 members 
Mstep: Class 12 contains 60840 members 
Mstep: Class 13 contains 12703 members 
Mstep: Class 14 contains 37958 members 
Mstep: Class 15 contains 61074 members 
Mstep: Class 16 contains 59452 members 
Mstep: Class 17 contains 41630 members 
Mstep: Class 18 contains 7944 members 
Mstep: Class 19 contains 64901 members 
Mstep: Class 20 contains 21318 members 
Mstep: Class 21 contains 14501 members 
Mstep: Class 22 contains 5608 members 
Mstep: Class 23 contains 25424 members 
Mstep: Class 24 contains 3763 members 
Mstep: Class 25 contains 7485 members 
Mstep: Class 26 contains 6942 members 
Mstep: Class 27 contains 11893 members 
Mstep: Class 28 contains 3687 members 
Mstep: Class 29 contains 10699 members 
Mstep: Class 30 contains 105871 members 
Mstep: Class 31 contains 5627 members 
Mstep: Class 32 contains 1717 members 
Mstep: Class 33 contains 1671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84436664.000000 Penalty: 73857.421875
Iteration 61Q: 34 clusters Score -8.443666e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 8408 members 
Mstep: Class 3 contains 65443 members 
Mstep: Class 4 contains 8924 members 
Mstep: Class 5 contains 2082 members 
Mstep: Class 6 contains 1629 members 
Mstep: Class 7 contains 52357 members 
Mstep: Class 8 contains 2566 members 
Mstep: Class 9 contains 125022 members 
Mstep: Class 10 contains 96673 members 
Mstep: Class 11 contains 15734 members 
Mstep: Class 12 contains 60827 members 
Mstep: Class 13 contains 12527 members 
Mstep: Class 14 contains 37760 members 
Mstep: Class 15 contains 61077 members 
Mstep: Class 16 contains 59519 members 
Mstep: Class 17 contains 41649 members 
Mstep: Class 18 contains 7927 members 
Mstep: Class 19 contains 65123 members 
Mstep: Class 20 contains 21288 members 
Mstep: Class 21 contains 14493 members 
Mstep: Class 22 contains 5783 members 
Mstep: Class 23 contains 25530 members 
Mstep: Class 24 contains 3756 members 
Mstep: Class 25 contains 7523 members 
Mstep: Class 26 contains 6799 members 
Mstep: Class 27 contains 12068 members 
Mstep: Class 28 contains 3689 members 
Mstep: Class 29 contains 10724 members 
Mstep: Class 30 contains 105456 members 
Mstep: Class 31 contains 5621 members 
Mstep: Class 32 contains 1729 members 
Mstep: Class 33 contains 1644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84437280.000000 Penalty: 73857.421875
Iteration 62Q: 34 clusters Score -8.443728e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 8408 members 
Mstep: Class 3 contains 65313 members 
Mstep: Class 4 contains 8926 members 
Mstep: Class 5 contains 2081 members 
Mstep: Class 6 contains 1632 members 
Mstep: Class 7 contains 52355 members 
Mstep: Class 8 contains 2565 members 
Mstep: Class 9 contains 124940 members 
Mstep: Class 10 contains 97115 members 
Mstep: Class 11 contains 15725 members 
Mstep: Class 12 contains 60818 members 
Mstep: Class 13 contains 12363 members 
Mstep: Class 14 contains 37586 members 
Mstep: Class 15 contains 61080 members 
Mstep: Class 16 contains 59563 members 
Mstep: Class 17 contains 41672 members 
Mstep: Class 18 contains 7900 members 
Mstep: Class 19 contains 65356 members 
Mstep: Class 20 contains 21265 members 
Mstep: Class 21 contains 14487 members 
Mstep: Class 22 contains 5960 members 
Mstep: Class 23 contains 25620 members 
Mstep: Class 24 contains 3753 members 
Mstep: Class 25 contains 7557 members 
Mstep: Class 26 contains 6650 members 
Mstep: Class 27 contains 12204 members 
Mstep: Class 28 contains 3689 members 
Mstep: Class 29 contains 10757 members 
Mstep: Class 30 contains 105029 members 
Mstep: Class 31 contains 5621 members 
Mstep: Class 32 contains 1746 members 
Mstep: Class 33 contains 1628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84437736.000000 Penalty: 73857.421875
Iteration 63Q: 34 clusters Score -8.443774e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 8407 members 
Mstep: Class 3 contains 65163 members 
Mstep: Class 4 contains 8925 members 
Mstep: Class 5 contains 2081 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 52356 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 124883 members 
Mstep: Class 10 contains 97543 members 
Mstep: Class 11 contains 15714 members 
Mstep: Class 12 contains 60804 members 
Mstep: Class 13 contains 12199 members 
Mstep: Class 14 contains 37392 members 
Mstep: Class 15 contains 61081 members 
Mstep: Class 16 contains 59610 members 
Mstep: Class 17 contains 41702 members 
Mstep: Class 18 contains 7886 members 
Mstep: Class 19 contains 65598 members 
Mstep: Class 20 contains 21233 members 
Mstep: Class 21 contains 14480 members 
Mstep: Class 22 contains 6160 members 
Mstep: Class 23 contains 25693 members 
Mstep: Class 24 contains 3758 members 
Mstep: Class 25 contains 7592 members 
Mstep: Class 26 contains 6509 members 
Mstep: Class 27 contains 12332 members 
Mstep: Class 28 contains 3692 members 
Mstep: Class 29 contains 10773 members 
Mstep: Class 30 contains 104616 members 
Mstep: Class 31 contains 5625 members 
Mstep: Class 32 contains 1749 members 
Mstep: Class 33 contains 1634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84438144.000000 Penalty: 73857.421875
Iteration 64Q: 34 clusters Score -8.443814e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 8408 members 
Mstep: Class 3 contains 65031 members 
Mstep: Class 4 contains 8925 members 
Mstep: Class 5 contains 2081 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 52355 members 
Mstep: Class 8 contains 2547 members 
Mstep: Class 9 contains 124821 members 
Mstep: Class 10 contains 97917 members 
Mstep: Class 11 contains 15707 members 
Mstep: Class 12 contains 60793 members 
Mstep: Class 13 contains 12026 members 
Mstep: Class 14 contains 37223 members 
Mstep: Class 15 contains 61087 members 
Mstep: Class 16 contains 59661 members 
Mstep: Class 17 contains 41741 members 
Mstep: Class 18 contains 7870 members 
Mstep: Class 19 contains 65839 members 
Mstep: Class 20 contains 21189 members 
Mstep: Class 21 contains 14478 members 
Mstep: Class 22 contains 6359 members 
Mstep: Class 23 contains 25776 members 
Mstep: Class 24 contains 3762 members 
Mstep: Class 25 contains 7634 members 
Mstep: Class 26 contains 6355 members 
Mstep: Class 27 contains 12441 members 
Mstep: Class 28 contains 3694 members 
Mstep: Class 29 contains 10776 members 
Mstep: Class 30 contains 104226 members 
Mstep: Class 31 contains 5630 members 
Mstep: Class 32 contains 1751 members 
Mstep: Class 33 contains 1649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84438368.000000 Penalty: 73857.421875
Iteration 65Q: 34 clusters Score -8.443837e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 8408 members 
Mstep: Class 3 contains 64928 members 
Mstep: Class 4 contains 8925 members 
Mstep: Class 5 contains 2081 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 52355 members 
Mstep: Class 8 contains 2548 members 
Mstep: Class 9 contains 124762 members 
Mstep: Class 10 contains 98277 members 
Mstep: Class 11 contains 15704 members 
Mstep: Class 12 contains 60787 members 
Mstep: Class 13 contains 11874 members 
Mstep: Class 14 contains 37038 members 
Mstep: Class 15 contains 61083 members 
Mstep: Class 16 contains 59709 members 
Mstep: Class 17 contains 41769 members 
Mstep: Class 18 contains 7853 members 
Mstep: Class 19 contains 66058 members 
Mstep: Class 20 contains 21148 members 
Mstep: Class 21 contains 14476 members 
Mstep: Class 22 contains 6575 members 
Mstep: Class 23 contains 25852 members 
Mstep: Class 24 contains 3760 members 
Mstep: Class 25 contains 7676 members 
Mstep: Class 26 contains 6182 members 
Mstep: Class 27 contains 12537 members 
Mstep: Class 28 contains 3697 members 
Mstep: Class 29 contains 10786 members 
Mstep: Class 30 contains 103870 members 
Mstep: Class 31 contains 5633 members 
Mstep: Class 32 contains 1745 members 
Mstep: Class 33 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84438568.000000 Penalty: 73857.421875
Iteration 66Q: 34 clusters Score -8.443857e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 8408 members 
Mstep: Class 3 contains 64830 members 
Mstep: Class 4 contains 8925 members 
Mstep: Class 5 contains 2081 members 
Mstep: Class 6 contains 1623 members 
Mstep: Class 7 contains 52355 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 124700 members 
Mstep: Class 10 contains 98641 members 
Mstep: Class 11 contains 15702 members 
Mstep: Class 12 contains 60767 members 
Mstep: Class 13 contains 11753 members 
Mstep: Class 14 contains 36882 members 
Mstep: Class 15 contains 61084 members 
Mstep: Class 16 contains 59783 members 
Mstep: Class 17 contains 41783 members 
Mstep: Class 18 contains 7837 members 
Mstep: Class 19 contains 66246 members 
Mstep: Class 20 contains 21110 members 
Mstep: Class 21 contains 14474 members 
Mstep: Class 22 contains 6803 members 
Mstep: Class 23 contains 25914 members 
Mstep: Class 24 contains 3757 members 
Mstep: Class 25 contains 7707 members 
Mstep: Class 26 contains 5986 members 
Mstep: Class 27 contains 12599 members 
Mstep: Class 28 contains 3703 members 
Mstep: Class 29 contains 10800 members 
Mstep: Class 30 contains 103535 members 
Mstep: Class 31 contains 5632 members 
Mstep: Class 32 contains 1737 members 
Mstep: Class 33 contains 1683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84438840.000000 Penalty: 73857.421875
Iteration 67Q: 34 clusters Score -8.443884e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 8408 members 
Mstep: Class 3 contains 64776 members 
Mstep: Class 4 contains 8926 members 
Mstep: Class 5 contains 2081 members 
Mstep: Class 6 contains 1621 members 
Mstep: Class 7 contains 52355 members 
Mstep: Class 8 contains 2558 members 
Mstep: Class 9 contains 124651 members 
Mstep: Class 10 contains 98980 members 
Mstep: Class 11 contains 15696 members 
Mstep: Class 12 contains 60746 members 
Mstep: Class 13 contains 11663 members 
Mstep: Class 14 contains 36745 members 
Mstep: Class 15 contains 61075 members 
Mstep: Class 16 contains 59834 members 
Mstep: Class 17 contains 41782 members 
Mstep: Class 18 contains 7833 members 
Mstep: Class 19 contains 66404 members 
Mstep: Class 20 contains 21086 members 
Mstep: Class 21 contains 14470 members 
Mstep: Class 22 contains 7012 members 
Mstep: Class 23 contains 25989 members 
Mstep: Class 24 contains 3754 members 
Mstep: Class 25 contains 7743 members 
Mstep: Class 26 contains 5785 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3706 members 
Mstep: Class 29 contains 10813 members 
Mstep: Class 30 contains 103204 members 
Mstep: Class 31 contains 5632 members 
Mstep: Class 32 contains 1727 members 
Mstep: Class 33 contains 1696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84439024.000000 Penalty: 73857.421875
Iteration 68Q: 34 clusters Score -8.443902e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 8407 members 
Mstep: Class 3 contains 64739 members 
Mstep: Class 4 contains 8926 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1622 members 
Mstep: Class 7 contains 52355 members 
Mstep: Class 8 contains 2572 members 
Mstep: Class 9 contains 124626 members 
Mstep: Class 10 contains 99256 members 
Mstep: Class 11 contains 15685 members 
Mstep: Class 12 contains 60734 members 
Mstep: Class 13 contains 11576 members 
Mstep: Class 14 contains 36572 members 
Mstep: Class 15 contains 61070 members 
Mstep: Class 16 contains 59870 members 
Mstep: Class 17 contains 41782 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 66557 members 
Mstep: Class 20 contains 21050 members 
Mstep: Class 21 contains 14470 members 
Mstep: Class 22 contains 7217 members 
Mstep: Class 23 contains 26073 members 
Mstep: Class 24 contains 3751 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 5588 members 
Mstep: Class 27 contains 12675 members 
Mstep: Class 28 contains 3716 members 
Mstep: Class 29 contains 10819 members 
Mstep: Class 30 contains 102932 members 
Mstep: Class 31 contains 5635 members 
Mstep: Class 32 contains 1728 members 
Mstep: Class 33 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84439464.000000 Penalty: 73857.421875
Iteration 69Q: 34 clusters Score -8.443946e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 8407 members 
Mstep: Class 3 contains 64697 members 
Mstep: Class 4 contains 8927 members 
Mstep: Class 5 contains 2079 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 52355 members 
Mstep: Class 8 contains 2592 members 
Mstep: Class 9 contains 124583 members 
Mstep: Class 10 contains 99502 members 
Mstep: Class 11 contains 15675 members 
Mstep: Class 12 contains 60727 members 
Mstep: Class 13 contains 11501 members 
Mstep: Class 14 contains 36417 members 
Mstep: Class 15 contains 61064 members 
Mstep: Class 16 contains 59942 members 
Mstep: Class 17 contains 41785 members 
Mstep: Class 18 contains 7825 members 
Mstep: Class 19 contains 66705 members 
Mstep: Class 20 contains 21029 members 
Mstep: Class 21 contains 14468 members 
Mstep: Class 22 contains 7418 members 
Mstep: Class 23 contains 26147 members 
Mstep: Class 24 contains 3755 members 
Mstep: Class 25 contains 7804 members 
Mstep: Class 26 contains 5410 members 
Mstep: Class 27 contains 12696 members 
Mstep: Class 28 contains 3721 members 
Mstep: Class 29 contains 10830 members 
Mstep: Class 30 contains 102643 members 
Mstep: Class 31 contains 5635 members 
Mstep: Class 32 contains 1728 members 
Mstep: Class 33 contains 1725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84439584.000000 Penalty: 73857.421875
Iteration 70Q: 34 clusters Score -8.443958e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 8407 members 
Mstep: Class 3 contains 64660 members 
Mstep: Class 4 contains 8927 members 
Mstep: Class 5 contains 2077 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 52355 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 124552 members 
Mstep: Class 10 contains 99709 members 
Mstep: Class 11 contains 15666 members 
Mstep: Class 12 contains 60711 members 
Mstep: Class 13 contains 11418 members 
Mstep: Class 14 contains 36269 members 
Mstep: Class 15 contains 61057 members 
Mstep: Class 16 contains 60034 members 
Mstep: Class 17 contains 41784 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 66848 members 
Mstep: Class 20 contains 21009 members 
Mstep: Class 21 contains 14468 members 
Mstep: Class 22 contains 7622 members 
Mstep: Class 23 contains 26185 members 
Mstep: Class 24 contains 3755 members 
Mstep: Class 25 contains 7827 members 
Mstep: Class 26 contains 5254 members 
Mstep: Class 27 contains 12713 members 
Mstep: Class 28 contains 3730 members 
Mstep: Class 29 contains 10839 members 
Mstep: Class 30 contains 102366 members 
Mstep: Class 31 contains 5635 members 
Mstep: Class 32 contains 1735 members 
Mstep: Class 33 contains 1742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84440000.000000 Penalty: 73857.421875
Iteration 71Q: 34 clusters Score -8.444e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 8407 members 
Mstep: Class 3 contains 64627 members 
Mstep: Class 4 contains 8927 members 
Mstep: Class 5 contains 2077 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 52355 members 
Mstep: Class 8 contains 2659 members 
Mstep: Class 9 contains 124520 members 
Mstep: Class 10 contains 99903 members 
Mstep: Class 11 contains 15659 members 
Mstep: Class 12 contains 60690 members 
Mstep: Class 13 contains 11311 members 
Mstep: Class 14 contains 36126 members 
Mstep: Class 15 contains 61053 members 
Mstep: Class 16 contains 60110 members 
Mstep: Class 17 contains 41782 members 
Mstep: Class 18 contains 7820 members 
Mstep: Class 19 contains 67020 members 
Mstep: Class 20 contains 20990 members 
Mstep: Class 21 contains 14465 members 
Mstep: Class 22 contains 7798 members 
Mstep: Class 23 contains 26236 members 
Mstep: Class 24 contains 3753 members 
Mstep: Class 25 contains 7845 members 
Mstep: Class 26 contains 5107 members 
Mstep: Class 27 contains 12726 members 
Mstep: Class 28 contains 3739 members 
Mstep: Class 29 contains 10862 members 
Mstep: Class 30 contains 102106 members 
Mstep: Class 31 contains 5632 members 
Mstep: Class 32 contains 1744 members 
Mstep: Class 33 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84440392.000000 Penalty: 73857.421875
Iteration 72Q: 34 clusters Score -8.444039e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 8407 members 
Mstep: Class 3 contains 64594 members 
Mstep: Class 4 contains 8928 members 
Mstep: Class 5 contains 2078 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 52355 members 
Mstep: Class 8 contains 2706 members 
Mstep: Class 9 contains 124495 members 
Mstep: Class 10 contains 100115 members 
Mstep: Class 11 contains 15652 members 
Mstep: Class 12 contains 60671 members 
Mstep: Class 13 contains 11191 members 
Mstep: Class 14 contains 35997 members 
Mstep: Class 15 contains 61051 members 
Mstep: Class 16 contains 60182 members 
Mstep: Class 17 contains 41780 members 
Mstep: Class 18 contains 7807 members 
Mstep: Class 19 contains 67180 members 
Mstep: Class 20 contains 20968 members 
Mstep: Class 21 contains 14463 members 
Mstep: Class 22 contains 7919 members 
Mstep: Class 23 contains 26293 members 
Mstep: Class 24 contains 3757 members 
Mstep: Class 25 contains 7860 members 
Mstep: Class 26 contains 4974 members 
Mstep: Class 27 contains 12742 members 
Mstep: Class 28 contains 3745 members 
Mstep: Class 29 contains 10884 members 
Mstep: Class 30 contains 101871 members 
Mstep: Class 31 contains 5631 members 
Mstep: Class 32 contains 1752 members 
Mstep: Class 33 contains 1767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84440376.000000 Penalty: 73857.421875
Iteration 73Q: 34 clusters Score -8.444038e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 8407 members 
Mstep: Class 3 contains 64561 members 
Mstep: Class 4 contains 8929 members 
Mstep: Class 5 contains 2078 members 
Mstep: Class 6 contains 1622 members 
Mstep: Class 7 contains 52354 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 124458 members 
Mstep: Class 10 contains 100284 members 
Mstep: Class 11 contains 15635 members 
Mstep: Class 12 contains 60658 members 
Mstep: Class 13 contains 11096 members 
Mstep: Class 14 contains 35848 members 
Mstep: Class 15 contains 61053 members 
Mstep: Class 16 contains 60223 members 
Mstep: Class 17 contains 41782 members 
Mstep: Class 18 contains 7799 members 
Mstep: Class 19 contains 67340 members 
Mstep: Class 20 contains 20947 members 
Mstep: Class 21 contains 14463 members 
Mstep: Class 22 contains 8043 members 
Mstep: Class 23 contains 26361 members 
Mstep: Class 24 contains 3761 members 
Mstep: Class 25 contains 7876 members 
Mstep: Class 26 contains 4841 members 
Mstep: Class 27 contains 12751 members 
Mstep: Class 28 contains 3755 members 
Mstep: Class 29 contains 10897 members 
Mstep: Class 30 contains 101682 members 
Mstep: Class 31 contains 5633 members 
Mstep: Class 32 contains 1755 members 
Mstep: Class 33 contains 1775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84440736.000000 Penalty: 73857.421875
Iteration 74Q: 34 clusters Score -8.444074e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 8407 members 
Mstep: Class 3 contains 64527 members 
Mstep: Class 4 contains 8929 members 
Mstep: Class 5 contains 2078 members 
Mstep: Class 6 contains 1622 members 
Mstep: Class 7 contains 52354 members 
Mstep: Class 8 contains 2819 members 
Mstep: Class 9 contains 124421 members 
Mstep: Class 10 contains 100452 members 
Mstep: Class 11 contains 15614 members 
Mstep: Class 12 contains 60642 members 
Mstep: Class 13 contains 11019 members 
Mstep: Class 14 contains 35716 members 
Mstep: Class 15 contains 61057 members 
Mstep: Class 16 contains 60251 members 
Mstep: Class 17 contains 41788 members 
Mstep: Class 18 contains 7792 members 
Mstep: Class 19 contains 67520 members 
Mstep: Class 20 contains 20923 members 
Mstep: Class 21 contains 14460 members 
Mstep: Class 22 contains 8112 members 
Mstep: Class 23 contains 26404 members 
Mstep: Class 24 contains 3762 members 
Mstep: Class 25 contains 7884 members 
Mstep: Class 26 contains 4741 members 
Mstep: Class 27 contains 12767 members 
Mstep: Class 28 contains 3764 members 
Mstep: Class 29 contains 10917 members 
Mstep: Class 30 contains 101501 members 
Mstep: Class 31 contains 5636 members 
Mstep: Class 32 contains 1758 members 
Mstep: Class 33 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84441016.000000 Penalty: 73857.421875
Iteration 75Q: 34 clusters Score -8.444102e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 8407 members 
Mstep: Class 3 contains 64494 members 
Mstep: Class 4 contains 8928 members 
Mstep: Class 5 contains 2078 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 52354 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 124390 members 
Mstep: Class 10 contains 100630 members 
Mstep: Class 11 contains 15594 members 
Mstep: Class 12 contains 60639 members 
Mstep: Class 13 contains 10959 members 
Mstep: Class 14 contains 35542 members 
Mstep: Class 15 contains 61056 members 
Mstep: Class 16 contains 60290 members 
Mstep: Class 17 contains 41794 members 
Mstep: Class 18 contains 7783 members 
Mstep: Class 19 contains 67668 members 
Mstep: Class 20 contains 20888 members 
Mstep: Class 21 contains 14462 members 
Mstep: Class 22 contains 8193 members 
Mstep: Class 23 contains 26447 members 
Mstep: Class 24 contains 3762 members 
Mstep: Class 25 contains 7889 members 
Mstep: Class 26 contains 4649 members 
Mstep: Class 27 contains 12772 members 
Mstep: Class 28 contains 3779 members 
Mstep: Class 29 contains 10932 members 
Mstep: Class 30 contains 101343 members 
Mstep: Class 31 contains 5637 members 
Mstep: Class 32 contains 1766 members 
Mstep: Class 33 contains 1829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84441192.000000 Penalty: 73857.421875
Iteration 76Q: 34 clusters Score -8.444119e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 8407 members 
Mstep: Class 3 contains 64467 members 
Mstep: Class 4 contains 8928 members 
Mstep: Class 5 contains 2078 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 52354 members 
Mstep: Class 8 contains 2853 members 
Mstep: Class 9 contains 124374 members 
Mstep: Class 10 contains 100789 members 
Mstep: Class 11 contains 15576 members 
Mstep: Class 12 contains 60626 members 
Mstep: Class 13 contains 10873 members 
Mstep: Class 14 contains 35402 members 
Mstep: Class 15 contains 61057 members 
Mstep: Class 16 contains 60319 members 
Mstep: Class 17 contains 41803 members 
Mstep: Class 18 contains 7767 members 
Mstep: Class 19 contains 67827 members 
Mstep: Class 20 contains 20863 members 
Mstep: Class 21 contains 14462 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 26506 members 
Mstep: Class 24 contains 3762 members 
Mstep: Class 25 contains 7899 members 
Mstep: Class 26 contains 4580 members 
Mstep: Class 27 contains 12776 members 
Mstep: Class 28 contains 3790 members 
Mstep: Class 29 contains 10939 members 
Mstep: Class 30 contains 101196 members 
Mstep: Class 31 contains 5639 members 
Mstep: Class 32 contains 1771 members 
Mstep: Class 33 contains 1857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84441536.000000 Penalty: 73857.421875
Iteration 77Q: 34 clusters Score -8.444154e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 8407 members 
Mstep: Class 3 contains 64446 members 
Mstep: Class 4 contains 8928 members 
Mstep: Class 5 contains 2078 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 52354 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 124375 members 
Mstep: Class 10 contains 100932 members 
Mstep: Class 11 contains 15558 members 
Mstep: Class 12 contains 60616 members 
Mstep: Class 13 contains 10821 members 
Mstep: Class 14 contains 35243 members 
Mstep: Class 15 contains 61057 members 
Mstep: Class 16 contains 60352 members 
Mstep: Class 17 contains 41806 members 
Mstep: Class 18 contains 7750 members 
Mstep: Class 19 contains 67950 members 
Mstep: Class 20 contains 20846 members 
Mstep: Class 21 contains 14461 members 
Mstep: Class 22 contains 8338 members 
Mstep: Class 23 contains 26547 members 
Mstep: Class 24 contains 3754 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 4539 members 
Mstep: Class 27 contains 12779 members 
Mstep: Class 28 contains 3808 members 
Mstep: Class 29 contains 10940 members 
Mstep: Class 30 contains 101068 members 
Mstep: Class 31 contains 5639 members 
Mstep: Class 32 contains 1773 members 
Mstep: Class 33 contains 1888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84441856.000000 Penalty: 73857.421875
Iteration 78Q: 34 clusters Score -8.444186e+07 nChanged 1212
Entering ConstructFrom: 
Score: -84441856.000000 Penalty: 73857.421875
Entering ConstructFrom: 
Trying to split cluster 1 (6903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Entering Unmasked Estep 
Score: -615740.500000 Penalty: 1436.453125
	Iteration 0F: 2 clusters Score -615740.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -610592.437500 Penalty: 2872.906250
	Iteration 0F: 3 clusters Score -610592.4 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -612162.562500 Penalty: 2872.906250
	Iteration 1F: 3 clusters Score -612162.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -612381.750000 Penalty: 2872.906250
	Iteration 2F: 3 clusters Score -612381.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -612559.687500 Penalty: 2872.906250
	Iteration 3F: 3 clusters Score -612559.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -612689.687500 Penalty: 2872.906250
	Iteration 4Q: 3 clusters Score -612689.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -612774.062500 Penalty: 2872.906250
	Iteration 5Q: 3 clusters Score -612774.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -612864.437500 Penalty: 2872.906250
	Iteration 6Q: 3 clusters Score -612864.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -612954.375000 Penalty: 2872.906250
	Iteration 7Q: 3 clusters Score -612954.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -613050.437500 Penalty: 2872.906250
	Iteration 8Q: 3 clusters Score -613050.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -613151.812500 Penalty: 2872.906250
	Iteration 9Q: 3 clusters Score -613151.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -613234.125000 Penalty: 2872.906250
	Iteration 10Q: 3 clusters Score -613234.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -613313.312500 Penalty: 2872.906250
	Iteration 11Q: 3 clusters Score -613313.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -613372.750000 Penalty: 2872.906250
	Iteration 12Q: 3 clusters Score -613372.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -613426.562500 Penalty: 2872.906250
	Iteration 13Q: 3 clusters Score -613426.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -613480.312500 Penalty: 2872.906250
	Iteration 14Q: 3 clusters Score -613480.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -613542.312500 Penalty: 2872.906250
	Iteration 15Q: 3 clusters Score -613542.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -613611.625000 Penalty: 2872.906250
	Iteration 16Q: 3 clusters Score -613611.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -613690.062500 Penalty: 2872.906250
	Iteration 17Q: 3 clusters Score -613690.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -613742.375000 Penalty: 2872.906250
	Iteration 18Q: 3 clusters Score -613742.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -613794.250000 Penalty: 2872.906250
	Iteration 19Q: 3 clusters Score -613794.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -613849.500000 Penalty: 2872.906250
	Iteration 20F: 3 clusters Score -613849.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -613903.062500 Penalty: 2872.906250
	Iteration 21Q: 3 clusters Score -613903.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -613944.687500 Penalty: 2872.906250
	Iteration 22Q: 3 clusters Score -613944.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -613978.625000 Penalty: 2872.906250
	Iteration 23Q: 3 clusters Score -613978.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -614008.000000 Penalty: 2872.906250
	Iteration 24Q: 3 clusters Score -614008 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -614037.375000 Penalty: 2872.906250
	Iteration 25Q: 3 clusters Score -614037.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -614056.562500 Penalty: 2872.906250
	Iteration 26Q: 3 clusters Score -614056.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -614076.187500 Penalty: 2872.906250
	Iteration 27Q: 3 clusters Score -614076.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -614095.500000 Penalty: 2872.906250
	Iteration 28Q: 3 clusters Score -614095.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -614122.687500 Penalty: 2872.906250
	Iteration 29Q: 3 clusters Score -614122.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -614146.687500 Penalty: 2872.906250
	Iteration 30Q: 3 clusters Score -614146.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -614168.500000 Penalty: 2872.906250
	Iteration 31Q: 3 clusters Score -614168.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -614188.312500 Penalty: 2872.906250
	Iteration 32Q: 3 clusters Score -614188.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -614211.437500 Penalty: 2872.906250
	Iteration 33Q: 3 clusters Score -614211.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -614230.500000 Penalty: 2872.906250
	Iteration 34Q: 3 clusters Score -614230.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -614245.187500 Penalty: 2872.906250
	Iteration 35Q: 3 clusters Score -614245.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -614255.750000 Penalty: 2872.906250
	Iteration 36Q: 3 clusters Score -614255.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -614267.125000 Penalty: 2872.906250
	Iteration 37Q: 3 clusters Score -614267.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -614275.625000 Penalty: 2872.906250
	Iteration 38Q: 3 clusters Score -614275.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -614292.375000 Penalty: 2872.906250
	Iteration 39Q: 3 clusters Score -614292.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -614311.312500 Penalty: 2872.906250
	Iteration 40F: 3 clusters Score -614311.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -614322.625000 Penalty: 2872.906250
	Iteration 41Q: 3 clusters Score -614322.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -614335.687500 Penalty: 2872.906250
	Iteration 42Q: 3 clusters Score -614335.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -614354.000000 Penalty: 2872.906250
	Iteration 43Q: 3 clusters Score -614354 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -614371.937500 Penalty: 2872.906250
	Iteration 44Q: 3 clusters Score -614371.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -614384.125000 Penalty: 2872.906250
	Iteration 45Q: 3 clusters Score -614384.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -614400.250000 Penalty: 2872.906250
	Iteration 46Q: 3 clusters Score -614400.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -614416.500000 Penalty: 2872.906250
	Iteration 47Q: 3 clusters Score -614416.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -614435.187500 Penalty: 2872.906250
	Iteration 48Q: 3 clusters Score -614435.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -614460.937500 Penalty: 2872.906250
	Iteration 49Q: 3 clusters Score -614460.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -614493.750000 Penalty: 2872.906250
	Iteration 50Q: 3 clusters Score -614493.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -614535.937500 Penalty: 2872.906250
	Iteration 51Q: 3 clusters Score -614535.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -614593.625000 Penalty: 2872.906250
	Iteration 52Q: 3 clusters Score -614593.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -614685.625000 Penalty: 2872.906250
	Iteration 53Q: 3 clusters Score -614685.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -614840.062500 Penalty: 2872.906250
	Iteration 54Q: 3 clusters Score -614840.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -614993.187500 Penalty: 2872.906250
	Iteration 55Q: 3 clusters Score -614993.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -615100.437500 Penalty: 2872.906250
	Iteration 56Q: 3 clusters Score -615100.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -615162.500000 Penalty: 2872.906250
	Iteration 57Q: 3 clusters Score -615162.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -615203.750000 Penalty: 2872.906250
	Iteration 58Q: 3 clusters Score -615203.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -615231.125000 Penalty: 2872.906250
	Iteration 59Q: 3 clusters Score -615231.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -615257.875000 Penalty: 2872.906250
	Iteration 60F: 3 clusters Score -615257.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -615279.562500 Penalty: 2872.906250
	Iteration 61Q: 3 clusters Score -615279.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -615302.937500 Penalty: 2872.906250
	Iteration 62Q: 3 clusters Score -615302.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -615318.562500 Penalty: 2872.906250
	Iteration 63Q: 3 clusters Score -615318.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -615328.750000 Penalty: 2872.906250
	Iteration 64Q: 3 clusters Score -615328.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -615336.062500 Penalty: 2872.906250
	Iteration 65Q: 3 clusters Score -615336.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -615343.312500 Penalty: 2872.906250
	Iteration 66Q: 3 clusters Score -615343.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -615351.750000 Penalty: 2872.906250
	Iteration 67Q: 3 clusters Score -615351.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -615359.687500 Penalty: 2872.906250
	Iteration 68Q: 3 clusters Score -615359.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -615365.312500 Penalty: 2872.906250
	Iteration 69Q: 3 clusters Score -615365.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -615369.312500 Penalty: 2872.906250
	Iteration 70Q: 3 clusters Score -615369.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -615373.062500 Penalty: 2872.906250
	Iteration 71Q: 3 clusters Score -615373.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -615381.000000 Penalty: 2872.906250
	Iteration 72Q: 3 clusters Score -615381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -615393.562500 Penalty: 2872.906250
	Iteration 73Q: 3 clusters Score -615393.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -615406.250000 Penalty: 2872.906250
	Iteration 74Q: 3 clusters Score -615406.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -615419.687500 Penalty: 2872.906250
	Iteration 75Q: 3 clusters Score -615419.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -615439.625000 Penalty: 2872.906250
	Iteration 76Q: 3 clusters Score -615439.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -615459.937500 Penalty: 2872.906250
	Iteration 77Q: 3 clusters Score -615459.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -615486.500000 Penalty: 2872.906250
	Iteration 78Q: 3 clusters Score -615486.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -615517.812500 Penalty: 2872.906250
	Iteration 79Q: 3 clusters Score -615517.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -615541.125000 Penalty: 2872.906250
	Iteration 80F: 3 clusters Score -615541.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -615557.625000 Penalty: 2872.906250
	Iteration 81Q: 3 clusters Score -615557.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -615570.062500 Penalty: 2872.906250
	Iteration 82Q: 3 clusters Score -615570.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -615576.812500 Penalty: 2872.906250
	Iteration 83Q: 3 clusters Score -615576.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -615583.750000 Penalty: 2872.906250
	Iteration 84Q: 3 clusters Score -615583.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -615592.562500 Penalty: 2872.906250
	Iteration 85Q: 3 clusters Score -615592.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -615595.625000 Penalty: 2872.906250
	Iteration 86Q: 3 clusters Score -615595.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -615598.937500 Penalty: 2872.906250
	Iteration 87Q: 3 clusters Score -615598.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -615600.562500 Penalty: 2872.906250
	Iteration 88Q: 3 clusters Score -615600.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -615604.125000 Penalty: 2872.906250
	Iteration 89Q: 3 clusters Score -615604.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -615605.812500 Penalty: 2872.906250
	Iteration 90Q: 3 clusters Score -615605.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -615608.125000 Penalty: 2872.906250
	Iteration 91Q: 3 clusters Score -615608.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -615609.250000 Penalty: 2872.906250
	Iteration 92Q: 3 clusters Score -615609.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -615609.187500 Penalty: 2872.906250
	Iteration 93Q: 3 clusters Score -615609.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -615611.687500 Penalty: 2872.906250
	Iteration 94Q: 3 clusters Score -615611.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -615612.687500 Penalty: 2872.906250
	Iteration 95Q: 3 clusters Score -615612.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -615614.562500 Penalty: 2872.906250
	Iteration 96Q: 3 clusters Score -615614.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -615614.750000 Penalty: 2872.906250
	Iteration 97Q: 3 clusters Score -615614.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -615616.500000 Penalty: 2872.906250
	Iteration 98Q: 3 clusters Score -615616.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -615616.500000 Penalty: 2872.906250
	Iteration 99F: 3 clusters Score -615616.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -689020.625000 Penalty: 1468.483276
	Iteration 0F: 2 clusters Score -689020.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -682922.437500 Penalty: 2936.966553
	Iteration 0F: 3 clusters Score -682922.4 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -685071.687500 Penalty: 2936.966553
	Iteration 1F: 3 clusters Score -685071.7 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -685507.937500 Penalty: 2936.966553
	Iteration 2F: 3 clusters Score -685507.9 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -685917.000000 Penalty: 2936.966553
	Iteration 3F: 3 clusters Score -685917 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -686359.187500 Penalty: 2936.966553
	Iteration 4F: 3 clusters Score -686359.2 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -686776.812500 Penalty: 2936.966553
	Iteration 5F: 3 clusters Score -686776.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -687085.562500 Penalty: 2936.966553
	Iteration 6F: 3 clusters Score -687085.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -687289.625000 Penalty: 2936.966553
	Iteration 7Q: 3 clusters Score -687289.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -687469.312500 Penalty: 2936.966553
	Iteration 8Q: 3 clusters Score -687469.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -687577.562500 Penalty: 2936.966553
	Iteration 9Q: 3 clusters Score -687577.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -687644.562500 Penalty: 2936.966553
	Iteration 10Q: 3 clusters Score -687644.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -687708.062500 Penalty: 2936.966553
	Iteration 11Q: 3 clusters Score -687708.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -687772.437500 Penalty: 2936.966553
	Iteration 12Q: 3 clusters Score -687772.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -687823.750000 Penalty: 2936.966553
	Iteration 13Q: 3 clusters Score -687823.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -687871.187500 Penalty: 2936.966553
	Iteration 14Q: 3 clusters Score -687871.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -687924.500000 Penalty: 2936.966553
	Iteration 15Q: 3 clusters Score -687924.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -687967.125000 Penalty: 2936.966553
	Iteration 16Q: 3 clusters Score -687967.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -687993.875000 Penalty: 2936.966553
	Iteration 17Q: 3 clusters Score -687993.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -688024.312500 Penalty: 2936.966553
	Iteration 18Q: 3 clusters Score -688024.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -688062.062500 Penalty: 2936.966553
	Iteration 19Q: 3 clusters Score -688062.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -688088.937500 Penalty: 2936.966553
	Iteration 20F: 3 clusters Score -688088.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -688119.437500 Penalty: 2936.966553
	Iteration 21Q: 3 clusters Score -688119.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -688145.125000 Penalty: 2936.966553
	Iteration 22Q: 3 clusters Score -688145.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -688162.187500 Penalty: 2936.966553
	Iteration 23Q: 3 clusters Score -688162.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -688176.625000 Penalty: 2936.966553
	Iteration 24Q: 3 clusters Score -688176.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -688188.687500 Penalty: 2936.966553
	Iteration 25Q: 3 clusters Score -688188.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -688195.375000 Penalty: 2936.966553
	Iteration 26Q: 3 clusters Score -688195.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -688205.187500 Penalty: 2936.966553
	Iteration 27Q: 3 clusters Score -688205.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -688211.375000 Penalty: 2936.966553
	Iteration 28Q: 3 clusters Score -688211.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -688215.062500 Penalty: 2936.966553
	Iteration 29Q: 3 clusters Score -688215.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -688220.812500 Penalty: 2936.966553
	Iteration 30Q: 3 clusters Score -688220.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -688224.062500 Penalty: 2936.966553
	Iteration 31Q: 3 clusters Score -688224.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -688225.250000 Penalty: 2936.966553
	Iteration 32Q: 3 clusters Score -688225.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -688226.750000 Penalty: 2936.966553
	Iteration 33Q: 3 clusters Score -688226.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -688230.250000 Penalty: 2936.966553
	Iteration 34Q: 3 clusters Score -688230.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -688230.812500 Penalty: 2936.966553
	Iteration 35Q: 3 clusters Score -688230.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -688235.187500 Penalty: 2936.966553
	Iteration 36Q: 3 clusters Score -688235.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -688237.250000 Penalty: 2936.966553
	Iteration 37Q: 3 clusters Score -688237.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -688239.687500 Penalty: 2936.966553
	Iteration 38Q: 3 clusters Score -688239.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -688241.687500 Penalty: 2936.966553
	Iteration 39Q: 3 clusters Score -688241.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -688242.562500 Penalty: 2936.966553
	Iteration 40F: 3 clusters Score -688242.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -688243.000000 Penalty: 2936.966553
	Iteration 41Q: 3 clusters Score -688243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -688243.125000 Penalty: 2936.966553
	Iteration 42Q: 3 clusters Score -688243.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -688244.000000 Penalty: 2936.966553
	Iteration 43Q: 3 clusters Score -688244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -688244.000000 Penalty: 2936.966553
	Iteration 44F: 3 clusters Score -688244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (64423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64423 members 
Entering Unmasked Estep 
Score: -5917060.000000 Penalty: 1799.399170
	Iteration 0F: 2 clusters Score -5917060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -5874087.500000 Penalty: 3598.798340
	Iteration 0F: 3 clusters Score -5874088 nChanged 30520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -5891905.000000 Penalty: 3598.798340
	Iteration 1F: 3 clusters Score -5891905 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -5892751.000000 Penalty: 3598.798340
	Iteration 2Q: 3 clusters Score -5892751 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -5894054.500000 Penalty: 3598.798340
	Iteration 3Q: 3 clusters Score -5894054 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -5896064.000000 Penalty: 3598.798340
	Iteration 4F: 3 clusters Score -5896064 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
Score: -5899438.000000 Penalty: 3598.798340
	Iteration 5F: 3 clusters Score -5899438 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 53055 members 
Entering Unmasked Estep 
Score: -5904436.000000 Penalty: 3598.798340
	Iteration 6F: 3 clusters Score -5904436 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 58431 members 
Entering Unmasked Estep 
Score: -5909798.000000 Penalty: 3598.798340
	Iteration 7F: 3 clusters Score -5909798 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 61897 members 
Entering Unmasked Estep 
Score: -5913267.000000 Penalty: 3598.798340
	Iteration 8F: 3 clusters Score -5913267 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 63408 members 
Entering Unmasked Estep 
Score: -5914661.000000 Penalty: 3598.798340
	Iteration 9Q: 3 clusters Score -5914661 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 63915 members 
Entering Unmasked Estep 
Score: -5915101.000000 Penalty: 3598.798340
	Iteration 10Q: 3 clusters Score -5915101 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 64075 members 
Entering Unmasked Estep 
Score: -5915262.500000 Penalty: 3598.798340
	Iteration 11Q: 3 clusters Score -5915262 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 64149 members 
Entering Unmasked Estep 
Score: -5915362.000000 Penalty: 3598.798340
	Iteration 12Q: 3 clusters Score -5915362 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 64176 members 
Entering Unmasked Estep 
Score: -5915420.500000 Penalty: 3598.798340
	Iteration 13Q: 3 clusters Score -5915420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 64193 members 
Entering Unmasked Estep 
Score: -5915448.000000 Penalty: 3598.798340
	Iteration 14Q: 3 clusters Score -5915448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 64200 members 
Entering Unmasked Estep 
Score: -5915471.000000 Penalty: 3598.798340
	Iteration 15Q: 3 clusters Score -5915471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 64205 members 
Entering Unmasked Estep 
Score: -5915489.000000 Penalty: 3598.798340
	Iteration 16Q: 3 clusters Score -5915489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 64213 members 
Entering Unmasked Estep 
Score: -5915500.000000 Penalty: 3598.798340
	Iteration 17Q: 3 clusters Score -5915500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 64213 members 
Entering Unmasked Estep 
Score: -5915505.000000 Penalty: 3598.798340
	Iteration 18Q: 3 clusters Score -5915505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 64213 members 
Entering Unmasked Estep 
Score: -5915499.000000 Penalty: 3598.798340
	Iteration 19Q: 3 clusters Score -5915499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 64214 members 
Entering Unmasked Estep 
Score: -5915504.000000 Penalty: 3598.798340
	Iteration 20F: 3 clusters Score -5915504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 64213 members 
Entering Unmasked Estep 
Score: -5915506.000000 Penalty: 3598.798340
	Iteration 21Q: 3 clusters Score -5915506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 64213 members 
Entering Unmasked Estep 
Score: -5915506.000000 Penalty: 3598.798340
	Iteration 22F: 3 clusters Score -5915506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Entering Unmasked Estep 
Score: -730286.812500 Penalty: 1478.254028
	Iteration 0F: 2 clusters Score -730286.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -723845.687500 Penalty: 2956.508057
	Iteration 0F: 3 clusters Score -723845.7 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -726077.687500 Penalty: 2956.508057
	Iteration 1F: 3 clusters Score -726077.7 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -726521.625000 Penalty: 2956.508057
	Iteration 2F: 3 clusters Score -726521.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -726918.000000 Penalty: 2956.508057
	Iteration 3F: 3 clusters Score -726918 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -727316.187500 Penalty: 2956.508057
	Iteration 4F: 3 clusters Score -727316.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -727704.875000 Penalty: 2956.508057
	Iteration 5F: 3 clusters Score -727704.9 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -728100.875000 Penalty: 2956.508057
	Iteration 6F: 3 clusters Score -728100.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -728495.812500 Penalty: 2956.508057
	Iteration 7F: 3 clusters Score -728495.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -728787.000000 Penalty: 2956.508057
	Iteration 8Q: 3 clusters Score -728787 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -728975.875000 Penalty: 2956.508057
	Iteration 9Q: 3 clusters Score -728975.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -729084.062500 Penalty: 2956.508057
	Iteration 10Q: 3 clusters Score -729084.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -729163.375000 Penalty: 2956.508057
	Iteration 11Q: 3 clusters Score -729163.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -729219.000000 Penalty: 2956.508057
	Iteration 12Q: 3 clusters Score -729219 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -729269.500000 Penalty: 2956.508057
	Iteration 13Q: 3 clusters Score -729269.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -729310.937500 Penalty: 2956.508057
	Iteration 14Q: 3 clusters Score -729310.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -729344.812500 Penalty: 2956.508057
	Iteration 15Q: 3 clusters Score -729344.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -729375.062500 Penalty: 2956.508057
	Iteration 16Q: 3 clusters Score -729375.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -729403.375000 Penalty: 2956.508057
	Iteration 17Q: 3 clusters Score -729403.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -729423.375000 Penalty: 2956.508057
	Iteration 18Q: 3 clusters Score -729423.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -729453.937500 Penalty: 2956.508057
	Iteration 19Q: 3 clusters Score -729453.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -729478.750000 Penalty: 2956.508057
	Iteration 20F: 3 clusters Score -729478.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -729495.187500 Penalty: 2956.508057
	Iteration 21Q: 3 clusters Score -729495.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -729511.187500 Penalty: 2956.508057
	Iteration 22Q: 3 clusters Score -729511.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -729528.562500 Penalty: 2956.508057
	Iteration 23Q: 3 clusters Score -729528.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -729542.062500 Penalty: 2956.508057
	Iteration 24Q: 3 clusters Score -729542.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -729560.437500 Penalty: 2956.508057
	Iteration 25Q: 3 clusters Score -729560.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -729581.312500 Penalty: 2956.508057
	Iteration 26Q: 3 clusters Score -729581.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -729604.125000 Penalty: 2956.508057
	Iteration 27Q: 3 clusters Score -729604.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -729623.125000 Penalty: 2956.508057
	Iteration 28Q: 3 clusters Score -729623.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -729648.937500 Penalty: 2956.508057
	Iteration 29Q: 3 clusters Score -729648.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -729677.437500 Penalty: 2956.508057
	Iteration 30Q: 3 clusters Score -729677.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -729701.187500 Penalty: 2956.508057
	Iteration 31Q: 3 clusters Score -729701.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -729718.375000 Penalty: 2956.508057
	Iteration 32Q: 3 clusters Score -729718.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -729732.937500 Penalty: 2956.508057
	Iteration 33Q: 3 clusters Score -729732.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -729745.687500 Penalty: 2956.508057
	Iteration 34Q: 3 clusters Score -729745.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -729751.875000 Penalty: 2956.508057
	Iteration 35Q: 3 clusters Score -729751.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -729755.000000 Penalty: 2956.508057
	Iteration 36Q: 3 clusters Score -729755 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -729761.375000 Penalty: 2956.508057
	Iteration 37Q: 3 clusters Score -729761.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -729766.750000 Penalty: 2956.508057
	Iteration 38Q: 3 clusters Score -729766.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -729768.812500 Penalty: 2956.508057
	Iteration 39Q: 3 clusters Score -729768.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -729771.375000 Penalty: 2956.508057
	Iteration 40F: 3 clusters Score -729771.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -729774.437500 Penalty: 2956.508057
	Iteration 41Q: 3 clusters Score -729774.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -729774.687500 Penalty: 2956.508057
	Iteration 42Q: 3 clusters Score -729774.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -729775.000000 Penalty: 2956.508057
	Iteration 43Q: 3 clusters Score -729775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -729775.250000 Penalty: 2956.508057
	Iteration 44Q: 3 clusters Score -729775.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -729775.250000 Penalty: 2956.508057
	Iteration 45F: 3 clusters Score -729775.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Entering Unmasked Estep 
Score: -169350.234375 Penalty: 1241.441895
	Iteration 0F: 2 clusters Score -169350.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -167269.906250 Penalty: 2482.883789
	Iteration 0F: 3 clusters Score -167269.9 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -168789.921875 Penalty: 2482.883789
	Iteration 1F: 3 clusters Score -168789.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -169839.812500 Penalty: 2482.883789
	Iteration 2F: 3 clusters Score -169839.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -170275.390625 Penalty: 2482.883789
	Iteration 3F: 3 clusters Score -170275.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -170406.843750 Penalty: 2482.883789
	Iteration 4F: 3 clusters Score -170406.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -170454.546875 Penalty: 2482.883789
	Iteration 5Q: 3 clusters Score -170454.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -170469.546875 Penalty: 2482.883789
	Iteration 6Q: 3 clusters Score -170469.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -170481.359375 Penalty: 2482.883789
	Iteration 7Q: 3 clusters Score -170481.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -170486.703125 Penalty: 2482.883789
	Iteration 8Q: 3 clusters Score -170486.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -170489.062500 Penalty: 2482.883789
	Iteration 9Q: 3 clusters Score -170489.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -170489.453125 Penalty: 2482.883789
	Iteration 10Q: 3 clusters Score -170489.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -170490.453125 Penalty: 2482.883789
	Iteration 11Q: 3 clusters Score -170490.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -170492.734375 Penalty: 2482.883789
	Iteration 12Q: 3 clusters Score -170492.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -170494.703125 Penalty: 2482.883789
	Iteration 13Q: 3 clusters Score -170494.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -170495.906250 Penalty: 2482.883789
	Iteration 14Q: 3 clusters Score -170495.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -170499.187500 Penalty: 2482.883789
	Iteration 15Q: 3 clusters Score -170499.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -170500.187500 Penalty: 2482.883789
	Iteration 16Q: 3 clusters Score -170500.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -170500.484375 Penalty: 2482.883789
	Iteration 17Q: 3 clusters Score -170500.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -170501.093750 Penalty: 2482.883789
	Iteration 18Q: 3 clusters Score -170501.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -170501.093750 Penalty: 2482.883789
	Iteration 19F: 3 clusters Score -170501.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 8407 members 
Mstep: Class 3 contains 64423 members 
Mstep: Class 4 contains 8928 members 
Mstep: Class 5 contains 1686 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 52354 members 
Mstep: Class 8 contains 2807 members 
Mstep: Class 9 contains 124360 members 
Mstep: Class 10 contains 101055 members 
Mstep: Class 11 contains 15548 members 
Mstep: Class 12 contains 60605 members 
Mstep: Class 13 contains 10826 members 
Mstep: Class 14 contains 35075 members 
Mstep: Class 15 contains 61058 members 
Mstep: Class 16 contains 60379 members 
Mstep: Class 17 contains 41809 members 
Mstep: Class 18 contains 7738 members 
Mstep: Class 19 contains 68063 members 
Mstep: Class 20 contains 20826 members 
Mstep: Class 21 contains 14460 members 
Mstep: Class 22 contains 8422 members 
Mstep: Class 23 contains 26590 members 
Mstep: Class 24 contains 3754 members 
Mstep: Class 25 contains 7934 members 
Mstep: Class 26 contains 4492 members 
Mstep: Class 27 contains 12785 members 
Mstep: Class 28 contains 3823 members 
Mstep: Class 29 contains 10944 members 
Mstep: Class 30 contains 100932 members 
Mstep: Class 31 contains 5640 members 
Mstep: Class 32 contains 1776 members 
Mstep: Class 33 contains 1905 members 
Mstep: Class 34 contains 393 members 
Entering Unmasked Estep 
Score: -84442128.000000 Penalty: 76095.531250
Splitting cluster 5 changes total score from -84441856.000000 to -84442128.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 6 (1625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Entering Unmasked Estep 
Score: -135856.359375 Penalty: 1201.405273
	Iteration 0F: 2 clusters Score -135856.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -134060.578125 Penalty: 2402.810547
	Iteration 0F: 3 clusters Score -134060.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -134486.796875 Penalty: 2402.810547
	Iteration 1F: 3 clusters Score -134486.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -134619.937500 Penalty: 2402.810547
	Iteration 2F: 3 clusters Score -134619.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -134718.656250 Penalty: 2402.810547
	Iteration 3Q: 3 clusters Score -134718.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -134777.093750 Penalty: 2402.810547
	Iteration 4Q: 3 clusters Score -134777.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -134816.406250 Penalty: 2402.810547
	Iteration 5Q: 3 clusters Score -134816.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -134854.515625 Penalty: 2402.810547
	Iteration 6Q: 3 clusters Score -134854.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -134890.093750 Penalty: 2402.810547
	Iteration 7Q: 3 clusters Score -134890.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -134914.968750 Penalty: 2402.810547
	Iteration 8Q: 3 clusters Score -134915 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -134944.343750 Penalty: 2402.810547
	Iteration 9Q: 3 clusters Score -134944.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -134973.500000 Penalty: 2402.810547
	Iteration 10Q: 3 clusters Score -134973.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -134992.031250 Penalty: 2402.810547
	Iteration 11Q: 3 clusters Score -134992 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -135014.375000 Penalty: 2402.810547
	Iteration 12Q: 3 clusters Score -135014.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -135033.625000 Penalty: 2402.810547
	Iteration 13Q: 3 clusters Score -135033.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -135049.546875 Penalty: 2402.810547
	Iteration 14Q: 3 clusters Score -135049.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -135060.984375 Penalty: 2402.810547
	Iteration 15Q: 3 clusters Score -135061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -135073.687500 Penalty: 2402.810547
	Iteration 16Q: 3 clusters Score -135073.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -135080.453125 Penalty: 2402.810547
	Iteration 17Q: 3 clusters Score -135080.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -135087.921875 Penalty: 2402.810547
	Iteration 18Q: 3 clusters Score -135087.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -135091.890625 Penalty: 2402.810547
	Iteration 19Q: 3 clusters Score -135091.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -135098.437500 Penalty: 2402.810547
	Iteration 20F: 3 clusters Score -135098.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -135124.125000 Penalty: 2402.810547
	Iteration 21Q: 3 clusters Score -135124.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -135129.453125 Penalty: 2402.810547
	Iteration 22Q: 3 clusters Score -135129.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -135135.250000 Penalty: 2402.810547
	Iteration 23Q: 3 clusters Score -135135.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -135137.109375 Penalty: 2402.810547
	Iteration 24Q: 3 clusters Score -135137.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -135137.468750 Penalty: 2402.810547
	Iteration 25Q: 3 clusters Score -135137.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -135137.812500 Penalty: 2402.810547
	Iteration 26Q: 3 clusters Score -135137.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -135137.812500 Penalty: 2402.810547
	Iteration 27F: 3 clusters Score -135137.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (52354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52354 members 
Entering Unmasked Estep 
Score: -4686147.500000 Penalty: 1765.689819
	Iteration 0F: 2 clusters Score -4686148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -4651253.500000 Penalty: 3531.379639
	Iteration 0F: 3 clusters Score -4651254 nChanged 24563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -4665079.500000 Penalty: 3531.379639
	Iteration 1F: 3 clusters Score -4665080 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -4665838.000000 Penalty: 3531.379639
	Iteration 2Q: 3 clusters Score -4665838 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -4666957.000000 Penalty: 3531.379639
	Iteration 3Q: 3 clusters Score -4666957 nChanged 2733
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -4668458 nChanged 3010
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -4670029 nChanged 2996
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -4671576 nChanged 2837
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Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -4672834 nChanged 2527
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -4673798 nChanged 2120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -4674608 nChanged 1872
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Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4675278 nChanged 1634
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Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4675914 nChanged 1569
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Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4676628 nChanged 1510
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Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4677252 nChanged 1376
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Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4677780 nChanged 1184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4678174 nChanged 901
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Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4678427 nChanged 747
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Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4678610 nChanged 713
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Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4678795 nChanged 741
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4679028 nChanged 767
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4679263 nChanged 824
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4679584 nChanged 878
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4679930 nChanged 911
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4680336 nChanged 971
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4680698 nChanged 914
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4681039 nChanged 956
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4681488 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4681973 nChanged 987
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4682446 nChanged 860
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4682836 nChanged 825
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4683231 nChanged 754
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42940 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4683572 nChanged 656
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4683815 nChanged 590
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4684072 nChanged 534
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4684236 nChanged 450
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4684376 nChanged 357
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4684478 nChanged 330
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4684578 nChanged 276
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Mstep: Class 1 contains 45811 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4684626 nChanged 228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4684683 nChanged 205
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Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4684706 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46424 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4684730 nChanged 171
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Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4684764 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4684798 nChanged 147
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Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4684825 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4684854 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47130 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4684871 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47240 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4684876 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4684888 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47438 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4684925 nChanged 91
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Mstep: Class 1 contains 47529 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4684940 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47623 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4684962 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4684981 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47816 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4684988 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4684996 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47976 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4685007 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4685017 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4685022 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48216 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4685034 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -4685044.500000 Penalty: 3531.379639
	Iteration 59Q: 3 clusters Score -4685044 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48367 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -4685070.000000 Penalty: 3531.379639
	Iteration 60F: 3 clusters Score -4685070 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48467 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4685097 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48566 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -4685117.500000 Penalty: 3531.379639
	Iteration 62Q: 3 clusters Score -4685118 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48671 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -4685143.000000 Penalty: 3531.379639
	Iteration 63Q: 3 clusters Score -4685143 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48777 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -4685172.000000 Penalty: 3531.379639
	Iteration 64Q: 3 clusters Score -4685172 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48873 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -4685205.000000 Penalty: 3531.379639
	Iteration 65Q: 3 clusters Score -4685205 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -4685248.000000 Penalty: 3531.379639
	Iteration 66Q: 3 clusters Score -4685248 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49091 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4685300 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49219 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4685358 nChanged 171
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49362 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4685444 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49512 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4685569 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49634 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4685700 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49722 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -4685794.500000 Penalty: 3531.379639
	Iteration 72Q: 3 clusters Score -4685794 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4685898 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49880 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -4685957.500000 Penalty: 3531.379639
	Iteration 74Q: 3 clusters Score -4685958 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49938 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4685954 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49971 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -4685965.000000 Penalty: 3531.379639
	Iteration 76Q: 3 clusters Score -4685965 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49993 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4685954 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50014 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4685966 nChanged 18
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Mstep: Class 1 contains 50022 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4685974 nChanged 15
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Mstep: Class 1 contains 50029 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4685978 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50036 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4685980 nChanged 12
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Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4685984 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -4685981.500000 Penalty: 3531.379639
	Iteration 83Q: 3 clusters Score -4685982 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50054 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4685986 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50055 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4685982 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50056 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4685984 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50058 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4685988 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50059 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4685984 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50059 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4685990 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50060 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -4685983.500000 Penalty: 3531.379639
	Iteration 90Q: 3 clusters Score -4685984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50062 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4685982 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50063 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4685987 nChanged 0
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Mstep: Class 1 contains 50063 members 
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Entering Unmasked Estep 
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	Iteration 93F: 3 clusters Score -4685987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2807 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -239915.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1403 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -237326 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -238119.562500 Penalty: 2580.458252
	Iteration 1F: 3 clusters Score -238119.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -238837.859375 Penalty: 2580.458252
	Iteration 2F: 3 clusters Score -238837.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -239890.406250 Penalty: 2580.458252
	Iteration 3F: 3 clusters Score -239890.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -240318.921875 Penalty: 2580.458252
	Iteration 4F: 3 clusters Score -240318.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -240521.875000 Penalty: 2580.458252
	Iteration 5F: 3 clusters Score -240521.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -240657.375000 Penalty: 2580.458252
	Iteration 6Q: 3 clusters Score -240657.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -240729.468750 Penalty: 2580.458252
	Iteration 7Q: 3 clusters Score -240729.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -240794.296875 Penalty: 2580.458252
	Iteration 8Q: 3 clusters Score -240794.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -240850.984375 Penalty: 2580.458252
	Iteration 9Q: 3 clusters Score -240851 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -240913.656250 Penalty: 2580.458252
	Iteration 10Q: 3 clusters Score -240913.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -240967.390625 Penalty: 2580.458252
	Iteration 11Q: 3 clusters Score -240967.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -241001.343750 Penalty: 2580.458252
	Iteration 12Q: 3 clusters Score -241001.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -241019.281250 Penalty: 2580.458252
	Iteration 13Q: 3 clusters Score -241019.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -241027.718750 Penalty: 2580.458252
	Iteration 14Q: 3 clusters Score -241027.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -241031.718750 Penalty: 2580.458252
	Iteration 15Q: 3 clusters Score -241031.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -241033.515625 Penalty: 2580.458252
	Iteration 16Q: 3 clusters Score -241033.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -241035.953125 Penalty: 2580.458252
	Iteration 17Q: 3 clusters Score -241036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -241036.484375 Penalty: 2580.458252
	Iteration 18Q: 3 clusters Score -241036.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -241036.484375 Penalty: 2580.458252
	Iteration 19F: 3 clusters Score -241036.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 8407 members 
Mstep: Class 3 contains 64423 members 
Mstep: Class 4 contains 8928 members 
Mstep: Class 5 contains 1686 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 52354 members 
Mstep: Class 8 contains 2274 members 
Mstep: Class 9 contains 124360 members 
Mstep: Class 10 contains 101055 members 
Mstep: Class 11 contains 15548 members 
Mstep: Class 12 contains 60605 members 
Mstep: Class 13 contains 10826 members 
Mstep: Class 14 contains 35075 members 
Mstep: Class 15 contains 61058 members 
Mstep: Class 16 contains 60379 members 
Mstep: Class 17 contains 41809 members 
Mstep: Class 18 contains 7738 members 
Mstep: Class 19 contains 68063 members 
Mstep: Class 20 contains 20826 members 
Mstep: Class 21 contains 14460 members 
Mstep: Class 22 contains 8422 members 
Mstep: Class 23 contains 26590 members 
Mstep: Class 24 contains 3754 members 
Mstep: Class 25 contains 7934 members 
Mstep: Class 26 contains 4492 members 
Mstep: Class 27 contains 12785 members 
Mstep: Class 28 contains 3823 members 
Mstep: Class 29 contains 10944 members 
Mstep: Class 30 contains 100932 members 
Mstep: Class 31 contains 5640 members 
Mstep: Class 32 contains 1776 members 
Mstep: Class 33 contains 1905 members 
Mstep: Class 34 contains 393 members 
Mstep: Class 35 contains 533 members 
Entering Unmasked Estep 
Score: -84442312.000000 Penalty: 78333.632812
Splitting cluster 8 changes total score from -84441856.000000 to -84442312.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 9 (124360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124360 members 
Entering Unmasked Estep 
Score: -11792846.000000 Penalty: 1906.277100
	Iteration 0F: 2 clusters Score -1.179285e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62251 members 
Mstep: Class 2 contains 62109 members 
Entering Unmasked Estep 
Score: -11709372.000000 Penalty: 3812.554199
	Iteration 0F: 3 clusters Score -1.170937e+07 nChanged 59977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62762 members 
Mstep: Class 2 contains 61598 members 
Entering Unmasked Estep 
Score: -11743960.000000 Penalty: 3812.554199
	Iteration 1F: 3 clusters Score -1.174396e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63496 members 
Mstep: Class 2 contains 60864 members 
Entering Unmasked Estep 
Score: -11744683.000000 Penalty: 3812.554199
	Iteration 2Q: 3 clusters Score -1.174468e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64683 members 
Mstep: Class 2 contains 59677 members 
Entering Unmasked Estep 
Score: -11745588.000000 Penalty: 3812.554199
	Iteration 3Q: 3 clusters Score -1.174559e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66479 members 
Mstep: Class 2 contains 57881 members 
Entering Unmasked Estep 
Score: -11746812.000000 Penalty: 3812.554199
	Iteration 4Q: 3 clusters Score -1.174681e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69197 members 
Mstep: Class 2 contains 55163 members 
Entering Unmasked Estep 
Score: -11748719.000000 Penalty: 3812.554199
	Iteration 5Q: 3 clusters Score -1.174872e+07 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73107 members 
Mstep: Class 2 contains 51253 members 
Entering Unmasked Estep 
Score: -11751810.000000 Penalty: 3812.554199
	Iteration 6Q: 3 clusters Score -1.175181e+07 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78043 members 
Mstep: Class 2 contains 46317 members 
Entering Unmasked Estep 
Score: -11756371.000000 Penalty: 3812.554199
	Iteration 7F: 3 clusters Score -1.175637e+07 nChanged 7848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83411 members 
Mstep: Class 2 contains 40949 members 
Entering Unmasked Estep 
Score: -11762291.000000 Penalty: 3812.554199
	Iteration 8F: 3 clusters Score -1.176229e+07 nChanged 7523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88154 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -11768218.000000 Penalty: 3812.554199
	Iteration 9F: 3 clusters Score -1.176822e+07 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91724 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -11772256.000000 Penalty: 3812.554199
	Iteration 10Q: 3 clusters Score -1.177226e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94581 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -11774256.000000 Penalty: 3812.554199
	Iteration 11Q: 3 clusters Score -1.177426e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97261 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -11775678.000000 Penalty: 3812.554199
	Iteration 12Q: 3 clusters Score -1.177568e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99971 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -11776941.000000 Penalty: 3812.554199
	Iteration 13Q: 3 clusters Score -1.177694e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102763 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -11778344.000000 Penalty: 3812.554199
	Iteration 14Q: 3 clusters Score -1.177834e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105551 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -11779696.000000 Penalty: 3812.554199
	Iteration 15Q: 3 clusters Score -1.17797e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108259 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -11781255.000000 Penalty: 3812.554199
	Iteration 16Q: 3 clusters Score -1.178126e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110931 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -11782920.000000 Penalty: 3812.554199
	Iteration 17Q: 3 clusters Score -1.178292e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113410 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -11784527.000000 Penalty: 3812.554199
	Iteration 18Q: 3 clusters Score -1.178453e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115603 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -11785997.000000 Penalty: 3812.554199
	Iteration 19Q: 3 clusters Score -1.1786e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117445 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -11787289.000000 Penalty: 3812.554199
	Iteration 20F: 3 clusters Score -1.178729e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118995 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -11788493.000000 Penalty: 3812.554199
	Iteration 21Q: 3 clusters Score -1.178849e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120183 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -11789371.000000 Penalty: 3812.554199
	Iteration 22Q: 3 clusters Score -1.178937e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121122 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -11790114.000000 Penalty: 3812.554199
	Iteration 23Q: 3 clusters Score -1.179011e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121771 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -11790598.000000 Penalty: 3812.554199
	Iteration 24Q: 3 clusters Score -1.17906e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122199 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -11790940.000000 Penalty: 3812.554199
	Iteration 25Q: 3 clusters Score -1.179094e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122525 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -11791206.000000 Penalty: 3812.554199
	Iteration 26Q: 3 clusters Score -1.179121e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122758 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -11791333.000000 Penalty: 3812.554199
	Iteration 27Q: 3 clusters Score -1.179133e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122913 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -11791430.000000 Penalty: 3812.554199
	Iteration 28Q: 3 clusters Score -1.179143e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123035 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -11791509.000000 Penalty: 3812.554199
	Iteration 29Q: 3 clusters Score -1.179151e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123108 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -11791555.000000 Penalty: 3812.554199
	Iteration 30Q: 3 clusters Score -1.179156e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123169 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -11791593.000000 Penalty: 3812.554199
	Iteration 31Q: 3 clusters Score -1.179159e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123212 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -11791598.000000 Penalty: 3812.554199
	Iteration 32Q: 3 clusters Score -1.17916e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123238 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -11791591.000000 Penalty: 3812.554199
	Iteration 33Q: 3 clusters Score -1.179159e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123259 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -11791598.000000 Penalty: 3812.554199
	Iteration 34Q: 3 clusters Score -1.17916e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123272 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -11791593.000000 Penalty: 3812.554199
	Iteration 35Q: 3 clusters Score -1.179159e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123282 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -11791604.000000 Penalty: 3812.554199
	Iteration 36Q: 3 clusters Score -1.17916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123288 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -11791607.000000 Penalty: 3812.554199
	Iteration 37Q: 3 clusters Score -1.179161e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123290 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -11791621.000000 Penalty: 3812.554199
	Iteration 38Q: 3 clusters Score -1.179162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123298 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -11791635.000000 Penalty: 3812.554199
	Iteration 39Q: 3 clusters Score -1.179164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123303 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -11791643.000000 Penalty: 3812.554199
	Iteration 40F: 3 clusters Score -1.179164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123309 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -11791632.000000 Penalty: 3812.554199
	Iteration 41Q: 3 clusters Score -1.179163e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123309 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -11791621.000000 Penalty: 3812.554199
	Iteration 42Q: 3 clusters Score -1.179162e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123308 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -11791627.000000 Penalty: 3812.554199
	Iteration 43Q: 3 clusters Score -1.179163e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123307 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -11791633.000000 Penalty: 3812.554199
	Iteration 44Q: 3 clusters Score -1.179163e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123307 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -11791633.000000 Penalty: 3812.554199
	Iteration 45F: 3 clusters Score -1.179163e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (101055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101055 members 
Entering Unmasked Estep 
Score: -9271120.000000 Penalty: 1872.555786
	Iteration 0F: 2 clusters Score -9271120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50367 members 
Mstep: Class 2 contains 50688 members 
Entering Unmasked Estep 
Score: -9203305.000000 Penalty: 3745.111572
	Iteration 0F: 3 clusters Score -9203305 nChanged 48396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 54816 members 
Entering Unmasked Estep 
Score: -9232780.000000 Penalty: 3745.111572
	Iteration 1F: 3 clusters Score -9232780 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 57691 members 
Entering Unmasked Estep 
Score: -9235175.000000 Penalty: 3745.111572
	Iteration 2F: 3 clusters Score -9235175 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39089 members 
Mstep: Class 2 contains 61966 members 
Entering Unmasked Estep 
Score: -9238963.000000 Penalty: 3745.111572
	Iteration 3F: 3 clusters Score -9238963 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 67727 members 
Entering Unmasked Estep 
Score: -9244470.000000 Penalty: 3745.111572
	Iteration 4F: 3 clusters Score -9244470 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 74252 members 
Entering Unmasked Estep 
Score: -9251395.000000 Penalty: 3745.111572
	Iteration 5F: 3 clusters Score -9251395 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 80452 members 
Entering Unmasked Estep 
Score: -9258261.000000 Penalty: 3745.111572
	Iteration 6F: 3 clusters Score -9258261 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 85082 members 
Entering Unmasked Estep 
Score: -9263842.000000 Penalty: 3745.111572
	Iteration 7F: 3 clusters Score -9263842 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 87795 members 
Entering Unmasked Estep 
Score: -9267203.000000 Penalty: 3745.111572
	Iteration 8Q: 3 clusters Score -9267203 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 89352 members 
Entering Unmasked Estep 
Score: -9268699.000000 Penalty: 3745.111572
	Iteration 9Q: 3 clusters Score -9268699 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 90472 members 
Entering Unmasked Estep 
Score: -9269472.000000 Penalty: 3745.111572
	Iteration 10Q: 3 clusters Score -9269472 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 91379 members 
Entering Unmasked Estep 
Score: -9269922.000000 Penalty: 3745.111572
	Iteration 11Q: 3 clusters Score -9269922 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 92101 members 
Entering Unmasked Estep 
Score: -9270298.000000 Penalty: 3745.111572
	Iteration 12Q: 3 clusters Score -9270298 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 92673 members 
Entering Unmasked Estep 
Score: -9270623.000000 Penalty: 3745.111572
	Iteration 13Q: 3 clusters Score -9270623 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 93147 members 
Entering Unmasked Estep 
Score: -9270782.000000 Penalty: 3745.111572
	Iteration 14Q: 3 clusters Score -9270782 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 93521 members 
Entering Unmasked Estep 
Score: -9270897.000000 Penalty: 3745.111572
	Iteration 15Q: 3 clusters Score -9270897 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 93837 members 
Entering Unmasked Estep 
Score: -9270993.000000 Penalty: 3745.111572
	Iteration 16Q: 3 clusters Score -9270993 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 94091 members 
Entering Unmasked Estep 
Score: -9271068.000000 Penalty: 3745.111572
	Iteration 17Q: 3 clusters Score -9271068 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 94291 members 
Entering Unmasked Estep 
Score: -9271114.000000 Penalty: 3745.111572
	Iteration 18Q: 3 clusters Score -9271114 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 94450 members 
Entering Unmasked Estep 
Score: -9271158.000000 Penalty: 3745.111572
	Iteration 19Q: 3 clusters Score -9271158 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 94576 members 
Entering Unmasked Estep 
Score: -9271160.000000 Penalty: 3745.111572
	Iteration 20F: 3 clusters Score -9271160 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 94673 members 
Entering Unmasked Estep 
Score: -9271176.000000 Penalty: 3745.111572
	Iteration 21Q: 3 clusters Score -9271176 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 94749 members 
Entering Unmasked Estep 
Score: -9271174.000000 Penalty: 3745.111572
	Iteration 22Q: 3 clusters Score -9271174 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 94817 members 
Entering Unmasked Estep 
Score: -9271195.000000 Penalty: 3745.111572
	Iteration 23Q: 3 clusters Score -9271195 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 94886 members 
Entering Unmasked Estep 
Score: -9271194.000000 Penalty: 3745.111572
	Iteration 24Q: 3 clusters Score -9271194 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 94952 members 
Entering Unmasked Estep 
Score: -9271208.000000 Penalty: 3745.111572
	Iteration 25Q: 3 clusters Score -9271208 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 95001 members 
Entering Unmasked Estep 
Score: -9271218.000000 Penalty: 3745.111572
	Iteration 26Q: 3 clusters Score -9271218 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 95049 members 
Entering Unmasked Estep 
Score: -9271234.000000 Penalty: 3745.111572
	Iteration 27Q: 3 clusters Score -9271234 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 95108 members 
Entering Unmasked Estep 
Score: -9271259.000000 Penalty: 3745.111572
	Iteration 28Q: 3 clusters Score -9271259 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 95165 members 
Entering Unmasked Estep 
Score: -9271258.000000 Penalty: 3745.111572
	Iteration 29Q: 3 clusters Score -9271258 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 95215 members 
Entering Unmasked Estep 
Score: -9271250.000000 Penalty: 3745.111572
	Iteration 30Q: 3 clusters Score -9271250 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 95275 members 
Entering Unmasked Estep 
Score: -9271261.000000 Penalty: 3745.111572
	Iteration 31Q: 3 clusters Score -9271261 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 95337 members 
Entering Unmasked Estep 
Score: -9271255.000000 Penalty: 3745.111572
	Iteration 32Q: 3 clusters Score -9271255 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 95382 members 
Entering Unmasked Estep 
Score: -9271254.000000 Penalty: 3745.111572
	Iteration 33Q: 3 clusters Score -9271254 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 95421 members 
Entering Unmasked Estep 
Score: -9271279.000000 Penalty: 3745.111572
	Iteration 34Q: 3 clusters Score -9271279 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 95448 members 
Entering Unmasked Estep 
Score: -9271280.000000 Penalty: 3745.111572
	Iteration 35Q: 3 clusters Score -9271280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 95472 members 
Entering Unmasked Estep 
Score: -9271296.000000 Penalty: 3745.111572
	Iteration 36Q: 3 clusters Score -9271296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 95487 members 
Entering Unmasked Estep 
Score: -9271291.000000 Penalty: 3745.111572
	Iteration 37Q: 3 clusters Score -9271291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 95503 members 
Entering Unmasked Estep 
Score: -9271304.000000 Penalty: 3745.111572
	Iteration 38Q: 3 clusters Score -9271304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 95521 members 
Entering Unmasked Estep 
Score: -9271308.000000 Penalty: 3745.111572
	Iteration 39Q: 3 clusters Score -9271308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 95540 members 
Entering Unmasked Estep 
Score: -9271303.000000 Penalty: 3745.111572
	Iteration 40F: 3 clusters Score -9271303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 95552 members 
Entering Unmasked Estep 
Score: -9271296.000000 Penalty: 3745.111572
	Iteration 41Q: 3 clusters Score -9271296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 95563 members 
Entering Unmasked Estep 
Score: -9271300.000000 Penalty: 3745.111572
	Iteration 42Q: 3 clusters Score -9271300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 95571 members 
Entering Unmasked Estep 
Score: -9271299.000000 Penalty: 3745.111572
	Iteration 43Q: 3 clusters Score -9271299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 95579 members 
Entering Unmasked Estep 
Score: -9271302.000000 Penalty: 3745.111572
	Iteration 44Q: 3 clusters Score -9271302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 95590 members 
Entering Unmasked Estep 
Score: -9271302.000000 Penalty: 3745.111572
	Iteration 45Q: 3 clusters Score -9271302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 95601 members 
Entering Unmasked Estep 
Score: -9271288.000000 Penalty: 3745.111572
	Iteration 46Q: 3 clusters Score -9271288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 95608 members 
Entering Unmasked Estep 
Score: -9271299.000000 Penalty: 3745.111572
	Iteration 47Q: 3 clusters Score -9271299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 95613 members 
Entering Unmasked Estep 
Score: -9271297.000000 Penalty: 3745.111572
	Iteration 48Q: 3 clusters Score -9271297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 95616 members 
Entering Unmasked Estep 
Score: -9271295.000000 Penalty: 3745.111572
	Iteration 49Q: 3 clusters Score -9271295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 95621 members 
Entering Unmasked Estep 
Score: -9271293.000000 Penalty: 3745.111572
	Iteration 50Q: 3 clusters Score -9271293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 95628 members 
Entering Unmasked Estep 
Score: -9271287.000000 Penalty: 3745.111572
	Iteration 51Q: 3 clusters Score -9271287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 95629 members 
Entering Unmasked Estep 
Score: -9271282.000000 Penalty: 3745.111572
	Iteration 52Q: 3 clusters Score -9271282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 95632 members 
Entering Unmasked Estep 
Score: -9271277.000000 Penalty: 3745.111572
	Iteration 53Q: 3 clusters Score -9271277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 95635 members 
Entering Unmasked Estep 
Score: -9271281.000000 Penalty: 3745.111572
	Iteration 54Q: 3 clusters Score -9271281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 95634 members 
Entering Unmasked Estep 
Score: -9271284.000000 Penalty: 3745.111572
	Iteration 55Q: 3 clusters Score -9271284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 95634 members 
Entering Unmasked Estep 
Score: -9271284.000000 Penalty: 3745.111572
	Iteration 56F: 3 clusters Score -9271284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 8407 members 
Mstep: Class 3 contains 64423 members 
Mstep: Class 4 contains 8928 members 
Mstep: Class 5 contains 1686 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 52354 members 
Mstep: Class 8 contains 2274 members 
Mstep: Class 9 contains 124360 members 
Mstep: Class 10 contains 5421 members 
Mstep: Class 11 contains 15548 members 
Mstep: Class 12 contains 60605 members 
Mstep: Class 13 contains 10826 members 
Mstep: Class 14 contains 35075 members 
Mstep: Class 15 contains 61058 members 
Mstep: Class 16 contains 60379 members 
Mstep: Class 17 contains 41809 members 
Mstep: Class 18 contains 7738 members 
Mstep: Class 19 contains 68063 members 
Mstep: Class 20 contains 20826 members 
Mstep: Class 21 contains 14460 members 
Mstep: Class 22 contains 8422 members 
Mstep: Class 23 contains 26590 members 
Mstep: Class 24 contains 3754 members 
Mstep: Class 25 contains 7934 members 
Mstep: Class 26 contains 4492 members 
Mstep: Class 27 contains 12785 members 
Mstep: Class 28 contains 3823 members 
Mstep: Class 29 contains 10944 members 
Mstep: Class 30 contains 100932 members 
Mstep: Class 31 contains 5640 members 
Mstep: Class 32 contains 1776 members 
Mstep: Class 33 contains 1905 members 
Mstep: Class 34 contains 393 members 
Mstep: Class 35 contains 533 members 
Mstep: Class 36 contains 95634 members 
Entering Unmasked Estep 
Score: -84442224.000000 Penalty: 80571.734375
Splitting cluster 10 changes total score from -84441856.000000 to -84442224.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 11 (15548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Entering Unmasked Estep 
Score: -1349182.375000 Penalty: 1568.399292
	Iteration 0F: 2 clusters Score -1349182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1338453.625000 Penalty: 3136.798584
	Iteration 0F: 3 clusters Score -1338454 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1343521.125000 Penalty: 3136.798584
	Iteration 1F: 3 clusters Score -1343521 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1345780.000000 Penalty: 3136.798584
	Iteration 2F: 3 clusters Score -1345780 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1347549.125000 Penalty: 3136.798584
	Iteration 3F: 3 clusters Score -1347549 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1348385.500000 Penalty: 3136.798584
	Iteration 4F: 3 clusters Score -1348386 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1348710.125000 Penalty: 3136.798584
	Iteration 5Q: 3 clusters Score -1348710 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1348851.625000 Penalty: 3136.798584
	Iteration 6Q: 3 clusters Score -1348852 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1348930.125000 Penalty: 3136.798584
	Iteration 7Q: 3 clusters Score -1348930 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1348982.250000 Penalty: 3136.798584
	Iteration 8Q: 3 clusters Score -1348982 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1349018.125000 Penalty: 3136.798584
	Iteration 9Q: 3 clusters Score -1349018 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1349042.375000 Penalty: 3136.798584
	Iteration 10Q: 3 clusters Score -1349042 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1349059.375000 Penalty: 3136.798584
	Iteration 11Q: 3 clusters Score -1349059 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1349079.625000 Penalty: 3136.798584
	Iteration 12Q: 3 clusters Score -1349080 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1349086.250000 Penalty: 3136.798584
	Iteration 13Q: 3 clusters Score -1349086 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1349101.875000 Penalty: 3136.798584
	Iteration 14Q: 3 clusters Score -1349102 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1349108.875000 Penalty: 3136.798584
	Iteration 15Q: 3 clusters Score -1349109 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1349118.625000 Penalty: 3136.798584
	Iteration 16Q: 3 clusters Score -1349119 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1349129.500000 Penalty: 3136.798584
	Iteration 17Q: 3 clusters Score -1349130 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1349133.875000 Penalty: 3136.798584
	Iteration 18Q: 3 clusters Score -1349134 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1349138.750000 Penalty: 3136.798584
	Iteration 19Q: 3 clusters Score -1349139 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1349136.000000 Penalty: 3136.798584
	Iteration 20F: 3 clusters Score -1349136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1349138.875000 Penalty: 3136.798584
	Iteration 21Q: 3 clusters Score -1349139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1349142.875000 Penalty: 3136.798584
	Iteration 22Q: 3 clusters Score -1349143 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1349144.875000 Penalty: 3136.798584
	Iteration 23Q: 3 clusters Score -1349145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1349145.250000 Penalty: 3136.798584
	Iteration 24Q: 3 clusters Score -1349145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1349146.125000 Penalty: 3136.798584
	Iteration 25Q: 3 clusters Score -1349146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1349153.250000 Penalty: 3136.798584
	Iteration 26Q: 3 clusters Score -1349153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1349155.500000 Penalty: 3136.798584
	Iteration 27Q: 3 clusters Score -1349156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1349155.875000 Penalty: 3136.798584
	Iteration 28Q: 3 clusters Score -1349156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1349156.750000 Penalty: 3136.798584
	Iteration 29Q: 3 clusters Score -1349157 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1349157.000000 Penalty: 3136.798584
	Iteration 30Q: 3 clusters Score -1349157 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1349161.125000 Penalty: 3136.798584
	Iteration 31Q: 3 clusters Score -1349161 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1349167.375000 Penalty: 3136.798584
	Iteration 32Q: 3 clusters Score -1349167 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1349176.125000 Penalty: 3136.798584
	Iteration 33Q: 3 clusters Score -1349176 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1349174.750000 Penalty: 3136.798584
	Iteration 34Q: 3 clusters Score -1349175 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1349184.875000 Penalty: 3136.798584
	Iteration 35Q: 3 clusters Score -1349185 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1349189.500000 Penalty: 3136.798584
	Iteration 36Q: 3 clusters Score -1349190 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1349193.250000 Penalty: 3136.798584
	Iteration 37Q: 3 clusters Score -1349193 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1349198.125000 Penalty: 3136.798584
	Iteration 38Q: 3 clusters Score -1349198 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1349209.875000 Penalty: 3136.798584
	Iteration 39Q: 3 clusters Score -1349210 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1349219.625000 Penalty: 3136.798584
	Iteration 40F: 3 clusters Score -1349220 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1349237.375000 Penalty: 3136.798584
	Iteration 41Q: 3 clusters Score -1349237 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1349260.250000 Penalty: 3136.798584
	Iteration 42Q: 3 clusters Score -1349260 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1349284.625000 Penalty: 3136.798584
	Iteration 43Q: 3 clusters Score -1349285 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1349316.250000 Penalty: 3136.798584
	Iteration 44Q: 3 clusters Score -1349316 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1349358.250000 Penalty: 3136.798584
	Iteration 45Q: 3 clusters Score -1349358 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1349418.500000 Penalty: 3136.798584
	Iteration 46Q: 3 clusters Score -1349418 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1349485.875000 Penalty: 3136.798584
	Iteration 47Q: 3 clusters Score -1349486 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1349539.750000 Penalty: 3136.798584
	Iteration 48Q: 3 clusters Score -1349540 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1349577.500000 Penalty: 3136.798584
	Iteration 49Q: 3 clusters Score -1349578 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1349612.500000 Penalty: 3136.798584
	Iteration 50Q: 3 clusters Score -1349612 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1349642.500000 Penalty: 3136.798584
	Iteration 51Q: 3 clusters Score -1349642 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1349669.375000 Penalty: 3136.798584
	Iteration 52Q: 3 clusters Score -1349669 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1349698.500000 Penalty: 3136.798584
	Iteration 53Q: 3 clusters Score -1349698 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1349760.000000 Penalty: 3136.798584
	Iteration 54Q: 3 clusters Score -1349760 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1349821.875000 Penalty: 3136.798584
	Iteration 55Q: 3 clusters Score -1349822 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1349877.500000 Penalty: 3136.798584
	Iteration 56Q: 3 clusters Score -1349878 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1349898.000000 Penalty: 3136.798584
	Iteration 57Q: 3 clusters Score -1349898 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1349916.000000 Penalty: 3136.798584
	Iteration 58Q: 3 clusters Score -1349916 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1349925.000000 Penalty: 3136.798584
	Iteration 59Q: 3 clusters Score -1349925 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1349937.625000 Penalty: 3136.798584
	Iteration 60F: 3 clusters Score -1349938 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1349954.375000 Penalty: 3136.798584
	Iteration 61Q: 3 clusters Score -1349954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1349963.625000 Penalty: 3136.798584
	Iteration 62Q: 3 clusters Score -1349964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1349972.000000 Penalty: 3136.798584
	Iteration 63Q: 3 clusters Score -1349972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1349973.750000 Penalty: 3136.798584
	Iteration 64Q: 3 clusters Score -1349974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1349977.250000 Penalty: 3136.798584
	Iteration 65Q: 3 clusters Score -1349977 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1349985.625000 Penalty: 3136.798584
	Iteration 66Q: 3 clusters Score -1349986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1349989.625000 Penalty: 3136.798584
	Iteration 67Q: 3 clusters Score -1349990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1349987.000000 Penalty: 3136.798584
	Iteration 68Q: 3 clusters Score -1349987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1349991.875000 Penalty: 3136.798584
	Iteration 69Q: 3 clusters Score -1349992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1349994.875000 Penalty: 3136.798584
	Iteration 70Q: 3 clusters Score -1349995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1349996.750000 Penalty: 3136.798584
	Iteration 71Q: 3 clusters Score -1349997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1349996.125000 Penalty: 3136.798584
	Iteration 72Q: 3 clusters Score -1349996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1349996.000000 Penalty: 3136.798584
	Iteration 73Q: 3 clusters Score -1349996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1349996.500000 Penalty: 3136.798584
	Iteration 74Q: 3 clusters Score -1349996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1349996.500000 Penalty: 3136.798584
	Iteration 75F: 3 clusters Score -1349996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 8407 members 
Mstep: Class 3 contains 64423 members 
Mstep: Class 4 contains 8928 members 
Mstep: Class 5 contains 1686 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 52354 members 
Mstep: Class 8 contains 2274 members 
Mstep: Class 9 contains 124360 members 
Mstep: Class 10 contains 5421 members 
Mstep: Class 11 contains 13313 members 
Mstep: Class 12 contains 60605 members 
Mstep: Class 13 contains 10826 members 
Mstep: Class 14 contains 35075 members 
Mstep: Class 15 contains 61058 members 
Mstep: Class 16 contains 60379 members 
Mstep: Class 17 contains 41809 members 
Mstep: Class 18 contains 7738 members 
Mstep: Class 19 contains 68063 members 
Mstep: Class 20 contains 20826 members 
Mstep: Class 21 contains 14460 members 
Mstep: Class 22 contains 8422 members 
Mstep: Class 23 contains 26590 members 
Mstep: Class 24 contains 3754 members 
Mstep: Class 25 contains 7934 members 
Mstep: Class 26 contains 4492 members 
Mstep: Class 27 contains 12785 members 
Mstep: Class 28 contains 3823 members 
Mstep: Class 29 contains 10944 members 
Mstep: Class 30 contains 100932 members 
Mstep: Class 31 contains 5640 members 
Mstep: Class 32 contains 1776 members 
Mstep: Class 33 contains 1905 members 
Mstep: Class 34 contains 393 members 
Mstep: Class 35 contains 533 members 
Mstep: Class 36 contains 95634 members 
Mstep: Class 37 contains 2235 members 
Entering Unmasked Estep 
Score: -84442416.000000 Penalty: 82809.843750
Splitting cluster 11 changes total score from -84441856.000000 to -84442416.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 12 (60605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60605 members 
Entering Unmasked Estep 
Score: -5574794.000000 Penalty: 1789.471558
	Iteration 0F: 2 clusters Score -5574794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -5534313.500000 Penalty: 3578.943115
	Iteration 0F: 3 clusters Score -5534314 nChanged 28527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -5550590.500000 Penalty: 3578.943115
	Iteration 1F: 3 clusters Score -5550590 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -5550998.000000 Penalty: 3578.943115
	Iteration 2Q: 3 clusters Score -5550998 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -5551458.500000 Penalty: 3578.943115
	Iteration 3Q: 3 clusters Score -5551458 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -5552109.000000 Penalty: 3578.943115
	Iteration 4Q: 3 clusters Score -5552109 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -5552882.000000 Penalty: 3578.943115
	Iteration 5Q: 3 clusters Score -5552882 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -5554132.000000 Penalty: 3578.943115
	Iteration 6Q: 3 clusters Score -5554132 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -5556156.500000 Penalty: 3578.943115
	Iteration 7F: 3 clusters Score -5556156 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 44020 members 
Entering Unmasked Estep 
Score: -5559130.000000 Penalty: 3578.943115
	Iteration 8F: 3 clusters Score -5559130 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 47697 members 
Entering Unmasked Estep 
Score: -5562660.500000 Penalty: 3578.943115
	Iteration 9F: 3 clusters Score -5562660 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 50738 members 
Entering Unmasked Estep 
Score: -5565765.500000 Penalty: 3578.943115
	Iteration 10F: 3 clusters Score -5565766 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 52906 members 
Entering Unmasked Estep 
Score: -5567913.500000 Penalty: 3578.943115
	Iteration 11Q: 3 clusters Score -5567914 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 54458 members 
Entering Unmasked Estep 
Score: -5569165.000000 Penalty: 3578.943115
	Iteration 12Q: 3 clusters Score -5569165 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 55631 members 
Entering Unmasked Estep 
Score: -5569999.500000 Penalty: 3578.943115
	Iteration 13Q: 3 clusters Score -5570000 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 56597 members 
Entering Unmasked Estep 
Score: -5570695.500000 Penalty: 3578.943115
	Iteration 14Q: 3 clusters Score -5570696 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 57422 members 
Entering Unmasked Estep 
Score: -5571229.500000 Penalty: 3578.943115
	Iteration 15Q: 3 clusters Score -5571230 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 58104 members 
Entering Unmasked Estep 
Score: -5571674.000000 Penalty: 3578.943115
	Iteration 16Q: 3 clusters Score -5571674 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 58637 members 
Entering Unmasked Estep 
Score: -5572033.000000 Penalty: 3578.943115
	Iteration 17Q: 3 clusters Score -5572033 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 59072 members 
Entering Unmasked Estep 
Score: -5572329.500000 Penalty: 3578.943115
	Iteration 18Q: 3 clusters Score -5572330 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 59387 members 
Entering Unmasked Estep 
Score: -5572547.000000 Penalty: 3578.943115
	Iteration 19Q: 3 clusters Score -5572547 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 59637 members 
Entering Unmasked Estep 
Score: -5572707.000000 Penalty: 3578.943115
	Iteration 20F: 3 clusters Score -5572707 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 59828 members 
Entering Unmasked Estep 
Score: -5572820.000000 Penalty: 3578.943115
	Iteration 21Q: 3 clusters Score -5572820 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 59979 members 
Entering Unmasked Estep 
Score: -5572948.500000 Penalty: 3578.943115
	Iteration 22Q: 3 clusters Score -5572948 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 60092 members 
Entering Unmasked Estep 
Score: -5573035.000000 Penalty: 3578.943115
	Iteration 23Q: 3 clusters Score -5573035 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 60173 members 
Entering Unmasked Estep 
Score: -5573092.500000 Penalty: 3578.943115
	Iteration 24Q: 3 clusters Score -5573092 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 60227 members 
Entering Unmasked Estep 
Score: -5573150.500000 Penalty: 3578.943115
	Iteration 25Q: 3 clusters Score -5573150 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 60262 members 
Entering Unmasked Estep 
Score: -5573182.500000 Penalty: 3578.943115
	Iteration 26Q: 3 clusters Score -5573182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 60286 members 
Entering Unmasked Estep 
Score: -5573204.000000 Penalty: 3578.943115
	Iteration 27Q: 3 clusters Score -5573204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 60302 members 
Entering Unmasked Estep 
Score: -5573218.500000 Penalty: 3578.943115
	Iteration 28Q: 3 clusters Score -5573218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 60315 members 
Entering Unmasked Estep 
Score: -5573236.500000 Penalty: 3578.943115
	Iteration 29Q: 3 clusters Score -5573236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 60328 members 
Entering Unmasked Estep 
Score: -5573244.500000 Penalty: 3578.943115
	Iteration 30Q: 3 clusters Score -5573244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 60332 members 
Entering Unmasked Estep 
Score: -5573247.500000 Penalty: 3578.943115
	Iteration 31Q: 3 clusters Score -5573248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 60339 members 
Entering Unmasked Estep 
Score: -5573256.500000 Penalty: 3578.943115
	Iteration 32Q: 3 clusters Score -5573256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 60345 members 
Entering Unmasked Estep 
Score: -5573256.500000 Penalty: 3578.943115
	Iteration 33Q: 3 clusters Score -5573256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 60348 members 
Entering Unmasked Estep 
Score: -5573263.500000 Penalty: 3578.943115
	Iteration 34Q: 3 clusters Score -5573264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 60348 members 
Entering Unmasked Estep 
Score: -5573269.500000 Penalty: 3578.943115
	Iteration 35Q: 3 clusters Score -5573270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 60349 members 
Entering Unmasked Estep 
Score: -5573272.000000 Penalty: 3578.943115
	Iteration 36Q: 3 clusters Score -5573272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 60351 members 
Entering Unmasked Estep 
Score: -5573269.500000 Penalty: 3578.943115
	Iteration 37Q: 3 clusters Score -5573270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 60353 members 
Entering Unmasked Estep 
Score: -5573272.500000 Penalty: 3578.943115
	Iteration 38Q: 3 clusters Score -5573272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 60354 members 
Entering Unmasked Estep 
Score: -5573276.500000 Penalty: 3578.943115
	Iteration 39Q: 3 clusters Score -5573276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 60354 members 
Entering Unmasked Estep 
Score: -5573276.500000 Penalty: 3578.943115
	Iteration 40F: 3 clusters Score -5573276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Entering Unmasked Estep 
Score: -1002272.750000 Penalty: 1509.577271
	Iteration 0F: 2 clusters Score -1002273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -994500.125000 Penalty: 3019.154541
	Iteration 0F: 3 clusters Score -994500.1 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -996976.125000 Penalty: 3019.154541
	Iteration 1F: 3 clusters Score -996976.1 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -997228.187500 Penalty: 3019.154541
	Iteration 2F: 3 clusters Score -997228.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -997428.375000 Penalty: 3019.154541
	Iteration 3Q: 3 clusters Score -997428.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -997603.687500 Penalty: 3019.154541
	Iteration 4Q: 3 clusters Score -997603.7 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -997773.812500 Penalty: 3019.154541
	Iteration 5Q: 3 clusters Score -997773.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -997937.312500 Penalty: 3019.154541
	Iteration 6Q: 3 clusters Score -997937.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -998112.125000 Penalty: 3019.154541
	Iteration 7Q: 3 clusters Score -998112.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -998285.750000 Penalty: 3019.154541
	Iteration 8Q: 3 clusters Score -998285.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -998489.625000 Penalty: 3019.154541
	Iteration 9Q: 3 clusters Score -998489.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -998738.687500 Penalty: 3019.154541
	Iteration 10Q: 3 clusters Score -998738.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -999013.500000 Penalty: 3019.154541
	Iteration 11Q: 3 clusters Score -999013.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -999297.000000 Penalty: 3019.154541
	Iteration 12Q: 3 clusters Score -999297 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -999605.562500 Penalty: 3019.154541
	Iteration 13Q: 3 clusters Score -999605.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -999838.437500 Penalty: 3019.154541
	Iteration 14Q: 3 clusters Score -999838.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1000061.312500 Penalty: 3019.154541
	Iteration 15Q: 3 clusters Score -1000061 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1000238.500000 Penalty: 3019.154541
	Iteration 16Q: 3 clusters Score -1000238 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1000378.812500 Penalty: 3019.154541
	Iteration 17Q: 3 clusters Score -1000379 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1000473.750000 Penalty: 3019.154541
	Iteration 18Q: 3 clusters Score -1000474 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1000574.437500 Penalty: 3019.154541
	Iteration 19Q: 3 clusters Score -1000574 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1000654.187500 Penalty: 3019.154541
	Iteration 20F: 3 clusters Score -1000654 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1000706.250000 Penalty: 3019.154541
	Iteration 21Q: 3 clusters Score -1000706 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1000745.187500 Penalty: 3019.154541
	Iteration 22Q: 3 clusters Score -1000745 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1000787.875000 Penalty: 3019.154541
	Iteration 23Q: 3 clusters Score -1000788 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1000826.500000 Penalty: 3019.154541
	Iteration 24Q: 3 clusters Score -1000826 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1000850.875000 Penalty: 3019.154541
	Iteration 25Q: 3 clusters Score -1000851 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1000871.312500 Penalty: 3019.154541
	Iteration 26Q: 3 clusters Score -1000871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1000881.312500 Penalty: 3019.154541
	Iteration 27Q: 3 clusters Score -1000881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1000891.312500 Penalty: 3019.154541
	Iteration 28Q: 3 clusters Score -1000891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1000896.312500 Penalty: 3019.154541
	Iteration 29Q: 3 clusters Score -1000896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1000898.437500 Penalty: 3019.154541
	Iteration 30Q: 3 clusters Score -1000898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1000900.625000 Penalty: 3019.154541
	Iteration 31Q: 3 clusters Score -1000901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1000904.750000 Penalty: 3019.154541
	Iteration 32Q: 3 clusters Score -1000905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1000909.250000 Penalty: 3019.154541
	Iteration 33Q: 3 clusters Score -1000909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1000913.750000 Penalty: 3019.154541
	Iteration 34Q: 3 clusters Score -1000914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1000919.937500 Penalty: 3019.154541
	Iteration 35Q: 3 clusters Score -1000920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1000922.312500 Penalty: 3019.154541
	Iteration 36Q: 3 clusters Score -1000922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1000924.625000 Penalty: 3019.154541
	Iteration 37Q: 3 clusters Score -1000925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1000924.625000 Penalty: 3019.154541
	Iteration 38F: 3 clusters Score -1000925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Entering Unmasked Estep 
Score: -3270604.000000 Penalty: 1700.602173
	Iteration 0F: 2 clusters Score -3270604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -3247076.250000 Penalty: 3401.204346
	Iteration 0F: 3 clusters Score -3247076 nChanged 16225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -3256274.500000 Penalty: 3401.204346
	Iteration 1F: 3 clusters Score -3256274 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -3256871.000000 Penalty: 3401.204346
	Iteration 2Q: 3 clusters Score -3256871 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -3257562.500000 Penalty: 3401.204346
	Iteration 3Q: 3 clusters Score -3257562 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -3258388.500000 Penalty: 3401.204346
	Iteration 4Q: 3 clusters Score -3258388 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -3259336.500000 Penalty: 3401.204346
	Iteration 5F: 3 clusters Score -3259336 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -3260439.000000 Penalty: 3401.204346
	Iteration 6F: 3 clusters Score -3260439 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -3261728.000000 Penalty: 3401.204346
	Iteration 7F: 3 clusters Score -3261728 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -3263040.250000 Penalty: 3401.204346
	Iteration 8F: 3 clusters Score -3263040 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -3264214.250000 Penalty: 3401.204346
	Iteration 9Q: 3 clusters Score -3264214 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -3265022.250000 Penalty: 3401.204346
	Iteration 10Q: 3 clusters Score -3265022 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -3265557.000000 Penalty: 3401.204346
	Iteration 11Q: 3 clusters Score -3265557 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -3266083.750000 Penalty: 3401.204346
	Iteration 12Q: 3 clusters Score -3266084 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -3266553.750000 Penalty: 3401.204346
	Iteration 13Q: 3 clusters Score -3266554 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -3267029.500000 Penalty: 3401.204346
	Iteration 14Q: 3 clusters Score -3267030 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -3267521.250000 Penalty: 3401.204346
	Iteration 15Q: 3 clusters Score -3267521 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -3267917.000000 Penalty: 3401.204346
	Iteration 16Q: 3 clusters Score -3267917 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -3268269.250000 Penalty: 3401.204346
	Iteration 17Q: 3 clusters Score -3268269 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -3268570.250000 Penalty: 3401.204346
	Iteration 18Q: 3 clusters Score -3268570 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3268747.500000 Penalty: 3401.204346
	Iteration 19Q: 3 clusters Score -3268748 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3268904.000000 Penalty: 3401.204346
	Iteration 20F: 3 clusters Score -3268904 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3269030.000000 Penalty: 3401.204346
	Iteration 21Q: 3 clusters Score -3269030 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3269104.250000 Penalty: 3401.204346
	Iteration 22Q: 3 clusters Score -3269104 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3269154.750000 Penalty: 3401.204346
	Iteration 23Q: 3 clusters Score -3269155 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3269185.000000 Penalty: 3401.204346
	Iteration 24Q: 3 clusters Score -3269185 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3269220.500000 Penalty: 3401.204346
	Iteration 25Q: 3 clusters Score -3269220 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3269262.750000 Penalty: 3401.204346
	Iteration 26Q: 3 clusters Score -3269263 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33811 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3269288.750000 Penalty: 3401.204346
	Iteration 27Q: 3 clusters Score -3269289 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3269316.500000 Penalty: 3401.204346
	Iteration 28Q: 3 clusters Score -3269316 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3269328.500000 Penalty: 3401.204346
	Iteration 29Q: 3 clusters Score -3269328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3269347.500000 Penalty: 3401.204346
	Iteration 30Q: 3 clusters Score -3269348 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3269352.500000 Penalty: 3401.204346
	Iteration 31Q: 3 clusters Score -3269352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3269360.000000 Penalty: 3401.204346
	Iteration 32Q: 3 clusters Score -3269360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3269365.250000 Penalty: 3401.204346
	Iteration 33Q: 3 clusters Score -3269365 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3269369.000000 Penalty: 3401.204346
	Iteration 34Q: 3 clusters Score -3269369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3269367.250000 Penalty: 3401.204346
	Iteration 35Q: 3 clusters Score -3269367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3269380.250000 Penalty: 3401.204346
	Iteration 36Q: 3 clusters Score -3269380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3269381.500000 Penalty: 3401.204346
	Iteration 37Q: 3 clusters Score -3269382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3269386.750000 Penalty: 3401.204346
	Iteration 38Q: 3 clusters Score -3269387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3269388.250000 Penalty: 3401.204346
	Iteration 39Q: 3 clusters Score -3269388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3269388.250000 Penalty: 3401.204346
	Iteration 40F: 3 clusters Score -3269388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3269380.500000 Penalty: 3401.204346
	Iteration 41Q: 3 clusters Score -3269380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3269384.250000 Penalty: 3401.204346
	Iteration 42Q: 3 clusters Score -3269384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3269393.250000 Penalty: 3401.204346
	Iteration 43Q: 3 clusters Score -3269393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3269394.500000 Penalty: 3401.204346
	Iteration 44Q: 3 clusters Score -3269394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3269393.500000 Penalty: 3401.204346
	Iteration 45Q: 3 clusters Score -3269394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3269391.000000 Penalty: 3401.204346
	Iteration 46Q: 3 clusters Score -3269391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3269391.250000 Penalty: 3401.204346
	Iteration 47Q: 3 clusters Score -3269391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3269394.500000 Penalty: 3401.204346
	Iteration 48Q: 3 clusters Score -3269394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3269393.750000 Penalty: 3401.204346
	Iteration 49Q: 3 clusters Score -3269394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3269395.000000 Penalty: 3401.204346
	Iteration 50Q: 3 clusters Score -3269395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3269395.000000 Penalty: 3401.204346
	Iteration 51F: 3 clusters Score -3269395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (61058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61058 members 
Entering Unmasked Estep 
Score: -5596245.500000 Penalty: 1790.681763
	Iteration 0F: 2 clusters Score -5596246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -5555429.500000 Penalty: 3581.363525
	Iteration 0F: 3 clusters Score -5555430 nChanged 29001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -5571948.500000 Penalty: 3581.363525
	Iteration 1F: 3 clusters Score -5571948 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -5572610.500000 Penalty: 3581.363525
	Iteration 2Q: 3 clusters Score -5572610 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -5573519.500000 Penalty: 3581.363525
	Iteration 3Q: 3 clusters Score -5573520 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -5574533.500000 Penalty: 3581.363525
	Iteration 4Q: 3 clusters Score -5574534 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -5575673.000000 Penalty: 3581.363525
	Iteration 5Q: 3 clusters Score -5575673 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -5576943.500000 Penalty: 3581.363525
	Iteration 6Q: 3 clusters Score -5576944 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -5578150.500000 Penalty: 3581.363525
	Iteration 7Q: 3 clusters Score -5578150 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -5579231.000000 Penalty: 3581.363525
	Iteration 8Q: 3 clusters Score -5579231 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -5580081.000000 Penalty: 3581.363525
	Iteration 9Q: 3 clusters Score -5580081 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -5580832.500000 Penalty: 3581.363525
	Iteration 10Q: 3 clusters Score -5580832 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -5581323.500000 Penalty: 3581.363525
	Iteration 11Q: 3 clusters Score -5581324 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -5581630.000000 Penalty: 3581.363525
	Iteration 12Q: 3 clusters Score -5581630 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -5581871.000000 Penalty: 3581.363525
	Iteration 13Q: 3 clusters Score -5581871 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -5582077.000000 Penalty: 3581.363525
	Iteration 14Q: 3 clusters Score -5582077 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -5582272.000000 Penalty: 3581.363525
	Iteration 15Q: 3 clusters Score -5582272 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -5582550.000000 Penalty: 3581.363525
	Iteration 16Q: 3 clusters Score -5582550 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -5582838.000000 Penalty: 3581.363525
	Iteration 17Q: 3 clusters Score -5582838 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -5583269.000000 Penalty: 3581.363525
	Iteration 18Q: 3 clusters Score -5583269 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44245 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -5583831.000000 Penalty: 3581.363525
	Iteration 19Q: 3 clusters Score -5583831 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46235 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -5584627.000000 Penalty: 3581.363525
	Iteration 20F: 3 clusters Score -5584627 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -5585635.500000 Penalty: 3581.363525
	Iteration 21Q: 3 clusters Score -5585636 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -5586951.000000 Penalty: 3581.363525
	Iteration 22Q: 3 clusters Score -5586951 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53274 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -5588560.500000 Penalty: 3581.363525
	Iteration 23Q: 3 clusters Score -5588560 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55637 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -5590381.500000 Penalty: 3581.363525
	Iteration 24Q: 3 clusters Score -5590382 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57683 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -5592088.000000 Penalty: 3581.363525
	Iteration 25Q: 3 clusters Score -5592088 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59098 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -5593251.500000 Penalty: 3581.363525
	Iteration 26Q: 3 clusters Score -5593252 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59933 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5593951.500000 Penalty: 3581.363525
	Iteration 27Q: 3 clusters Score -5593952 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60362 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5594297.500000 Penalty: 3581.363525
	Iteration 28Q: 3 clusters Score -5594298 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60564 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5594479.500000 Penalty: 3581.363525
	Iteration 29Q: 3 clusters Score -5594480 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60665 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5594571.000000 Penalty: 3581.363525
	Iteration 30Q: 3 clusters Score -5594571 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60711 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5594615.000000 Penalty: 3581.363525
	Iteration 31Q: 3 clusters Score -5594615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60723 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5594627.000000 Penalty: 3581.363525
	Iteration 32Q: 3 clusters Score -5594627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60731 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5594644.500000 Penalty: 3581.363525
	Iteration 33Q: 3 clusters Score -5594644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60742 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5594659.000000 Penalty: 3581.363525
	Iteration 34Q: 3 clusters Score -5594659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60743 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5594657.000000 Penalty: 3581.363525
	Iteration 35Q: 3 clusters Score -5594657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60742 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5594660.500000 Penalty: 3581.363525
	Iteration 36Q: 3 clusters Score -5594660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60745 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5594666.000000 Penalty: 3581.363525
	Iteration 37Q: 3 clusters Score -5594666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60747 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5594665.500000 Penalty: 3581.363525
	Iteration 38Q: 3 clusters Score -5594666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60748 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5594670.500000 Penalty: 3581.363525
	Iteration 39Q: 3 clusters Score -5594670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60752 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5594678.500000 Penalty: 3581.363525
	Iteration 40F: 3 clusters Score -5594678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60755 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5594679.000000 Penalty: 3581.363525
	Iteration 41Q: 3 clusters Score -5594679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60760 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5594684.500000 Penalty: 3581.363525
	Iteration 42Q: 3 clusters Score -5594684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60764 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5594685.000000 Penalty: 3581.363525
	Iteration 43Q: 3 clusters Score -5594685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60765 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5594689.000000 Penalty: 3581.363525
	Iteration 44Q: 3 clusters Score -5594689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60767 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5594685.000000 Penalty: 3581.363525
	Iteration 45Q: 3 clusters Score -5594685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60768 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5594687.000000 Penalty: 3581.363525
	Iteration 46Q: 3 clusters Score -5594687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60768 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5594687.000000 Penalty: 3581.363525
	Iteration 47F: 3 clusters Score -5594687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (60379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60379 members 
Entering Unmasked Estep 
Score: -5573054.000000 Penalty: 1788.864502
	Iteration 0F: 2 clusters Score -5573054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -5532730.000000 Penalty: 3577.729004
	Iteration 0F: 3 clusters Score -5532730 nChanged 28578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -5549231.500000 Penalty: 3577.729004
	Iteration 1F: 3 clusters Score -5549232 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -5549786.500000 Penalty: 3577.729004
	Iteration 2Q: 3 clusters Score -5549786 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -5550337.000000 Penalty: 3577.729004
	Iteration 3Q: 3 clusters Score -5550337 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -5550961.500000 Penalty: 3577.729004
	Iteration 4Q: 3 clusters Score -5550962 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -5551794.000000 Penalty: 3577.729004
	Iteration 5Q: 3 clusters Score -5551794 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -5553046.500000 Penalty: 3577.729004
	Iteration 6Q: 3 clusters Score -5553046 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -5555076.500000 Penalty: 3577.729004
	Iteration 7F: 3 clusters Score -5555076 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -5558268.000000 Penalty: 3577.729004
	Iteration 8F: 3 clusters Score -5558268 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -5562074.000000 Penalty: 3577.729004
	Iteration 9F: 3 clusters Score -5562074 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47151 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -5565070.000000 Penalty: 3577.729004
	Iteration 10F: 3 clusters Score -5565070 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -5566780.000000 Penalty: 3577.729004
	Iteration 11Q: 3 clusters Score -5566780 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49742 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -5567587.000000 Penalty: 3577.729004
	Iteration 12Q: 3 clusters Score -5567587 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50600 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -5568062.000000 Penalty: 3577.729004
	Iteration 13Q: 3 clusters Score -5568062 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51371 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -5568492.500000 Penalty: 3577.729004
	Iteration 14Q: 3 clusters Score -5568492 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52099 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -5568824.500000 Penalty: 3577.729004
	Iteration 15Q: 3 clusters Score -5568824 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52738 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -5569137.000000 Penalty: 3577.729004
	Iteration 16Q: 3 clusters Score -5569137 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53387 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -5569442.500000 Penalty: 3577.729004
	Iteration 17Q: 3 clusters Score -5569442 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54001 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -5569731.000000 Penalty: 3577.729004
	Iteration 18Q: 3 clusters Score -5569731 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54567 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -5569962.000000 Penalty: 3577.729004
	Iteration 19Q: 3 clusters Score -5569962 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55079 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -5570186.000000 Penalty: 3577.729004
	Iteration 20F: 3 clusters Score -5570186 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55559 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -5570386.500000 Penalty: 3577.729004
	Iteration 21Q: 3 clusters Score -5570386 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56011 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -5570563.000000 Penalty: 3577.729004
	Iteration 22Q: 3 clusters Score -5570563 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56421 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -5570701.000000 Penalty: 3577.729004
	Iteration 23Q: 3 clusters Score -5570701 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56774 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -5570810.500000 Penalty: 3577.729004
	Iteration 24Q: 3 clusters Score -5570810 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57103 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -5570958.000000 Penalty: 3577.729004
	Iteration 25Q: 3 clusters Score -5570958 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57407 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -5571067.500000 Penalty: 3577.729004
	Iteration 26Q: 3 clusters Score -5571068 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57641 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -5571158.500000 Penalty: 3577.729004
	Iteration 27Q: 3 clusters Score -5571158 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57877 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -5571257.000000 Penalty: 3577.729004
	Iteration 28Q: 3 clusters Score -5571257 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -5571342.500000 Penalty: 3577.729004
	Iteration 29Q: 3 clusters Score -5571342 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58256 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -5571408.000000 Penalty: 3577.729004
	Iteration 30Q: 3 clusters Score -5571408 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58395 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -5571449.500000 Penalty: 3577.729004
	Iteration 31Q: 3 clusters Score -5571450 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58517 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -5571468.500000 Penalty: 3577.729004
	Iteration 32Q: 3 clusters Score -5571468 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58635 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5571507.000000 Penalty: 3577.729004
	Iteration 33Q: 3 clusters Score -5571507 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58742 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5571530.500000 Penalty: 3577.729004
	Iteration 34Q: 3 clusters Score -5571530 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58818 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -5571565.500000 Penalty: 3577.729004
	Iteration 35Q: 3 clusters Score -5571566 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58881 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5571587.500000 Penalty: 3577.729004
	Iteration 36Q: 3 clusters Score -5571588 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58946 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -5571617.500000 Penalty: 3577.729004
	Iteration 37Q: 3 clusters Score -5571618 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59016 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5571659.000000 Penalty: 3577.729004
	Iteration 38Q: 3 clusters Score -5571659 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59081 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5571672.500000 Penalty: 3577.729004
	Iteration 39Q: 3 clusters Score -5571672 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59139 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -5571680.500000 Penalty: 3577.729004
	Iteration 40F: 3 clusters Score -5571680 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59180 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5571683.000000 Penalty: 3577.729004
	Iteration 41Q: 3 clusters Score -5571683 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59213 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5571698.000000 Penalty: 3577.729004
	Iteration 42Q: 3 clusters Score -5571698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5571707.000000 Penalty: 3577.729004
	Iteration 43Q: 3 clusters Score -5571707 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59262 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -5571730.500000 Penalty: 3577.729004
	Iteration 44Q: 3 clusters Score -5571730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59279 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -5571730.500000 Penalty: 3577.729004
	Iteration 45Q: 3 clusters Score -5571730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59300 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5571724.500000 Penalty: 3577.729004
	Iteration 46Q: 3 clusters Score -5571724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59319 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5571727.500000 Penalty: 3577.729004
	Iteration 47Q: 3 clusters Score -5571728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59335 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -5571737.500000 Penalty: 3577.729004
	Iteration 48Q: 3 clusters Score -5571738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59347 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5571749.000000 Penalty: 3577.729004
	Iteration 49Q: 3 clusters Score -5571749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59353 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -5571749.000000 Penalty: 3577.729004
	Iteration 50Q: 3 clusters Score -5571749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59361 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5571748.000000 Penalty: 3577.729004
	Iteration 51Q: 3 clusters Score -5571748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59367 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5571752.000000 Penalty: 3577.729004
	Iteration 52Q: 3 clusters Score -5571752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59371 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5571747.500000 Penalty: 3577.729004
	Iteration 53Q: 3 clusters Score -5571748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59374 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -5571747.000000 Penalty: 3577.729004
	Iteration 54Q: 3 clusters Score -5571747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59375 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5571751.000000 Penalty: 3577.729004
	Iteration 55Q: 3 clusters Score -5571751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59378 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5571744.000000 Penalty: 3577.729004
	Iteration 56Q: 3 clusters Score -5571744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59382 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5571750.000000 Penalty: 3577.729004
	Iteration 57Q: 3 clusters Score -5571750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59386 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -5571747.000000 Penalty: 3577.729004
	Iteration 58Q: 3 clusters Score -5571747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59391 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -5571744.000000 Penalty: 3577.729004
	Iteration 59Q: 3 clusters Score -5571744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59396 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -5571756.500000 Penalty: 3577.729004
	Iteration 60F: 3 clusters Score -5571756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59400 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5571761.000000 Penalty: 3577.729004
	Iteration 61Q: 3 clusters Score -5571761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59410 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -5571768.000000 Penalty: 3577.729004
	Iteration 62Q: 3 clusters Score -5571768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59414 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5571760.000000 Penalty: 3577.729004
	Iteration 63Q: 3 clusters Score -5571760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59422 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5571756.000000 Penalty: 3577.729004
	Iteration 64Q: 3 clusters Score -5571756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59428 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5571764.500000 Penalty: 3577.729004
	Iteration 65Q: 3 clusters Score -5571764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59433 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -5571767.000000 Penalty: 3577.729004
	Iteration 66Q: 3 clusters Score -5571767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59437 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5571770.500000 Penalty: 3577.729004
	Iteration 67Q: 3 clusters Score -5571770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59438 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5571772.500000 Penalty: 3577.729004
	Iteration 68Q: 3 clusters Score -5571772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59441 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5571775.000000 Penalty: 3577.729004
	Iteration 69Q: 3 clusters Score -5571775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59441 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5571775.500000 Penalty: 3577.729004
	Iteration 70Q: 3 clusters Score -5571776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59443 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5571776.000000 Penalty: 3577.729004
	Iteration 71Q: 3 clusters Score -5571776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59444 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5571777.500000 Penalty: 3577.729004
	Iteration 72Q: 3 clusters Score -5571778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59444 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5571777.500000 Penalty: 3577.729004
	Iteration 73F: 3 clusters Score -5571778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (41809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Entering Unmasked Estep 
Score: -3798966.500000 Penalty: 1729.140869
	Iteration 0F: 2 clusters Score -3798966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -3771132.500000 Penalty: 3458.281738
	Iteration 0F: 3 clusters Score -3771132 nChanged 19398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -3782260.000000 Penalty: 3458.281738
	Iteration 1F: 3 clusters Score -3782260 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -3782956.000000 Penalty: 3458.281738
	Iteration 2Q: 3 clusters Score -3782956 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -3783873.500000 Penalty: 3458.281738
	Iteration 3F: 3 clusters Score -3783874 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -3785321.250000 Penalty: 3458.281738
	Iteration 4F: 3 clusters Score -3785321 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -3787072.500000 Penalty: 3458.281738
	Iteration 5F: 3 clusters Score -3787072 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -3788797.000000 Penalty: 3458.281738
	Iteration 6F: 3 clusters Score -3788797 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -3790127.500000 Penalty: 3458.281738
	Iteration 7F: 3 clusters Score -3790128 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -3791157.000000 Penalty: 3458.281738
	Iteration 8Q: 3 clusters Score -3791157 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -3792038.500000 Penalty: 3458.281738
	Iteration 9Q: 3 clusters Score -3792038 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -3792887.000000 Penalty: 3458.281738
	Iteration 10Q: 3 clusters Score -3792887 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -3793820.750000 Penalty: 3458.281738
	Iteration 11Q: 3 clusters Score -3793821 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -3794717.250000 Penalty: 3458.281738
	Iteration 12Q: 3 clusters Score -3794717 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -3795543.500000 Penalty: 3458.281738
	Iteration 13Q: 3 clusters Score -3795544 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3796269.750000 Penalty: 3458.281738
	Iteration 14Q: 3 clusters Score -3796270 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3796789.250000 Penalty: 3458.281738
	Iteration 15Q: 3 clusters Score -3796789 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3797046.250000 Penalty: 3458.281738
	Iteration 16Q: 3 clusters Score -3797046 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3797215.000000 Penalty: 3458.281738
	Iteration 17Q: 3 clusters Score -3797215 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3797282.750000 Penalty: 3458.281738
	Iteration 18Q: 3 clusters Score -3797283 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3797365.250000 Penalty: 3458.281738
	Iteration 19Q: 3 clusters Score -3797365 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3797387.000000 Penalty: 3458.281738
	Iteration 20F: 3 clusters Score -3797387 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3797417.750000 Penalty: 3458.281738
	Iteration 21Q: 3 clusters Score -3797418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3797437.000000 Penalty: 3458.281738
	Iteration 22Q: 3 clusters Score -3797437 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3797448.250000 Penalty: 3458.281738
	Iteration 23Q: 3 clusters Score -3797448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3797462.000000 Penalty: 3458.281738
	Iteration 24Q: 3 clusters Score -3797462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3797472.500000 Penalty: 3458.281738
	Iteration 25Q: 3 clusters Score -3797472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3797485.000000 Penalty: 3458.281738
	Iteration 26Q: 3 clusters Score -3797485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3797490.750000 Penalty: 3458.281738
	Iteration 27Q: 3 clusters Score -3797491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3797500.250000 Penalty: 3458.281738
	Iteration 28Q: 3 clusters Score -3797500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3797500.500000 Penalty: 3458.281738
	Iteration 29Q: 3 clusters Score -3797500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3797500.500000 Penalty: 3458.281738
	Iteration 30F: 3 clusters Score -3797500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Entering Unmasked Estep 
Score: -679902.562500 Penalty: 1455.008545
	Iteration 0F: 2 clusters Score -679902.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -674343.125000 Penalty: 2910.017090
	Iteration 0F: 3 clusters Score -674343.1 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -676349.375000 Penalty: 2910.017090
	Iteration 1F: 3 clusters Score -676349.4 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -677212.437500 Penalty: 2910.017090
	Iteration 2F: 3 clusters Score -677212.4 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -678199.250000 Penalty: 2910.017090
	Iteration 3F: 3 clusters Score -678199.2 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -678926.687500 Penalty: 2910.017090
	Iteration 4F: 3 clusters Score -678926.7 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -679336.062500 Penalty: 2910.017090
	Iteration 5F: 3 clusters Score -679336.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -679569.062500 Penalty: 2910.017090
	Iteration 6Q: 3 clusters Score -679569.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -679745.062500 Penalty: 2910.017090
	Iteration 7Q: 3 clusters Score -679745.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -679872.062500 Penalty: 2910.017090
	Iteration 8Q: 3 clusters Score -679872.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -680019.687500 Penalty: 2910.017090
	Iteration 9Q: 3 clusters Score -680019.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -680177.125000 Penalty: 2910.017090
	Iteration 10Q: 3 clusters Score -680177.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -680327.375000 Penalty: 2910.017090
	Iteration 11Q: 3 clusters Score -680327.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -680454.625000 Penalty: 2910.017090
	Iteration 12Q: 3 clusters Score -680454.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -680543.625000 Penalty: 2910.017090
	Iteration 13Q: 3 clusters Score -680543.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -680619.062500 Penalty: 2910.017090
	Iteration 14Q: 3 clusters Score -680619.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -680693.437500 Penalty: 2910.017090
	Iteration 15Q: 3 clusters Score -680693.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -680755.437500 Penalty: 2910.017090
	Iteration 16Q: 3 clusters Score -680755.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -680806.625000 Penalty: 2910.017090
	Iteration 17Q: 3 clusters Score -680806.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -680828.687500 Penalty: 2910.017090
	Iteration 18Q: 3 clusters Score -680828.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -680841.500000 Penalty: 2910.017090
	Iteration 19Q: 3 clusters Score -680841.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -680844.000000 Penalty: 2910.017090
	Iteration 20F: 3 clusters Score -680844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -680849.250000 Penalty: 2910.017090
	Iteration 21Q: 3 clusters Score -680849.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -680850.062500 Penalty: 2910.017090
	Iteration 22Q: 3 clusters Score -680850.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -680853.937500 Penalty: 2910.017090
	Iteration 23Q: 3 clusters Score -680853.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -680856.812500 Penalty: 2910.017090
	Iteration 24Q: 3 clusters Score -680856.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -680856.250000 Penalty: 2910.017090
	Iteration 25Q: 3 clusters Score -680856.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -680856.250000 Penalty: 2910.017090
	Iteration 26Q: 3 clusters Score -680856.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -680857.187500 Penalty: 2910.017090
	Iteration 27Q: 3 clusters Score -680857.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -680858.875000 Penalty: 2910.017090
	Iteration 28Q: 3 clusters Score -680858.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -680858.437500 Penalty: 2910.017090
	Iteration 29Q: 3 clusters Score -680858.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -680859.062500 Penalty: 2910.017090
	Iteration 30Q: 3 clusters Score -680859.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -680860.562500 Penalty: 2910.017090
	Iteration 31Q: 3 clusters Score -680860.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -680861.000000 Penalty: 2910.017090
	Iteration 32Q: 3 clusters Score -680861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -680861.000000 Penalty: 2910.017090
	Iteration 33Q: 3 clusters Score -680861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -680862.875000 Penalty: 2910.017090
	Iteration 34Q: 3 clusters Score -680862.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -680861.937500 Penalty: 2910.017090
	Iteration 35Q: 3 clusters Score -680861.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -680861.500000 Penalty: 2910.017090
	Iteration 36Q: 3 clusters Score -680861.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -680861.437500 Penalty: 2910.017090
	Iteration 37Q: 3 clusters Score -680861.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -680861.437500 Penalty: 2910.017090
	Iteration 38F: 3 clusters Score -680861.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 8407 members 
Mstep: Class 3 contains 64423 members 
Mstep: Class 4 contains 8928 members 
Mstep: Class 5 contains 1686 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 52354 members 
Mstep: Class 8 contains 2274 members 
Mstep: Class 9 contains 124360 members 
Mstep: Class 10 contains 5421 members 
Mstep: Class 11 contains 13313 members 
Mstep: Class 12 contains 60605 members 
Mstep: Class 13 contains 10826 members 
Mstep: Class 14 contains 35075 members 
Mstep: Class 15 contains 61058 members 
Mstep: Class 16 contains 60379 members 
Mstep: Class 17 contains 41809 members 
Mstep: Class 18 contains 5329 members 
Mstep: Class 19 contains 68063 members 
Mstep: Class 20 contains 20826 members 
Mstep: Class 21 contains 14460 members 
Mstep: Class 22 contains 8422 members 
Mstep: Class 23 contains 26590 members 
Mstep: Class 24 contains 3754 members 
Mstep: Class 25 contains 7934 members 
Mstep: Class 26 contains 4492 members 
Mstep: Class 27 contains 12785 members 
Mstep: Class 28 contains 3823 members 
Mstep: Class 29 contains 10944 members 
Mstep: Class 30 contains 100932 members 
Mstep: Class 31 contains 5640 members 
Mstep: Class 32 contains 1776 members 
Mstep: Class 33 contains 1905 members 
Mstep: Class 34 contains 393 members 
Mstep: Class 35 contains 533 members 
Mstep: Class 36 contains 95634 members 
Mstep: Class 37 contains 2235 members 
Mstep: Class 38 contains 2409 members 
Entering Unmasked Estep 
Score: -84442544.000000 Penalty: 85047.945312
Splitting cluster 18 changes total score from -84441856.000000 to -84442544.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 19 (68063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68063 members 
Entering Unmasked Estep 
Score: -6249469.500000 Penalty: 1808.330688
	Iteration 0F: 2 clusters Score -6249470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -6204053.000000 Penalty: 3616.661377
	Iteration 0F: 3 clusters Score -6204053 nChanged 32209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -6222639.500000 Penalty: 3616.661377
	Iteration 1F: 3 clusters Score -6222640 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -6223604.000000 Penalty: 3616.661377
	Iteration 2Q: 3 clusters Score -6223604 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -6224811.500000 Penalty: 3616.661377
	Iteration 3Q: 3 clusters Score -6224812 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -6226296.500000 Penalty: 3616.661377
	Iteration 4Q: 3 clusters Score -6226296 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -6227962.500000 Penalty: 3616.661377
	Iteration 5F: 3 clusters Score -6227962 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -6230150.500000 Penalty: 3616.661377
	Iteration 6F: 3 clusters Score -6230150 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -6232442.000000 Penalty: 3616.661377
	Iteration 7F: 3 clusters Score -6232442 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -6234681.500000 Penalty: 3616.661377
	Iteration 8F: 3 clusters Score -6234682 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -6236344.500000 Penalty: 3616.661377
	Iteration 9Q: 3 clusters Score -6236344 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -6237178.000000 Penalty: 3616.661377
	Iteration 10Q: 3 clusters Score -6237178 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -6237603.000000 Penalty: 3616.661377
	Iteration 11Q: 3 clusters Score -6237603 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45006 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -6237901.500000 Penalty: 3616.661377
	Iteration 12Q: 3 clusters Score -6237902 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45854 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -6238125.500000 Penalty: 3616.661377
	Iteration 13Q: 3 clusters Score -6238126 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46750 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -6238373.000000 Penalty: 3616.661377
	Iteration 14Q: 3 clusters Score -6238373 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -6238661.000000 Penalty: 3616.661377
	Iteration 15Q: 3 clusters Score -6238661 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48675 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -6238878.500000 Penalty: 3616.661377
	Iteration 16Q: 3 clusters Score -6238878 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49660 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -6239187.500000 Penalty: 3616.661377
	Iteration 17Q: 3 clusters Score -6239188 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -6239490.000000 Penalty: 3616.661377
	Iteration 18Q: 3 clusters Score -6239490 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51729 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -6239845.500000 Penalty: 3616.661377
	Iteration 19Q: 3 clusters Score -6239846 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52794 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -6240258.000000 Penalty: 3616.661377
	Iteration 20F: 3 clusters Score -6240258 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53812 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -6240549.500000 Penalty: 3616.661377
	Iteration 21Q: 3 clusters Score -6240550 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54866 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -6240961.500000 Penalty: 3616.661377
	Iteration 22Q: 3 clusters Score -6240962 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56002 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -6241414.500000 Penalty: 3616.661377
	Iteration 23Q: 3 clusters Score -6241414 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57131 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -6241919.000000 Penalty: 3616.661377
	Iteration 24Q: 3 clusters Score -6241919 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58301 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -6242507.000000 Penalty: 3616.661377
	Iteration 25Q: 3 clusters Score -6242507 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59460 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -6243066.500000 Penalty: 3616.661377
	Iteration 26Q: 3 clusters Score -6243066 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60545 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -6243639.000000 Penalty: 3616.661377
	Iteration 27Q: 3 clusters Score -6243639 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61543 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -6244158.000000 Penalty: 3616.661377
	Iteration 28Q: 3 clusters Score -6244158 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62461 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -6244664.000000 Penalty: 3616.661377
	Iteration 29Q: 3 clusters Score -6244664 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63286 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -6245106.000000 Penalty: 3616.661377
	Iteration 30Q: 3 clusters Score -6245106 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64096 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -6245563.000000 Penalty: 3616.661377
	Iteration 31Q: 3 clusters Score -6245563 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64861 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -6246025.500000 Penalty: 3616.661377
	Iteration 32Q: 3 clusters Score -6246026 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65557 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -6246494.500000 Penalty: 3616.661377
	Iteration 33Q: 3 clusters Score -6246494 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66166 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -6246878.000000 Penalty: 3616.661377
	Iteration 34Q: 3 clusters Score -6246878 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66628 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -6247157.000000 Penalty: 3616.661377
	Iteration 35Q: 3 clusters Score -6247157 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66932 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -6247368.500000 Penalty: 3616.661377
	Iteration 36Q: 3 clusters Score -6247368 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67174 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -6247514.500000 Penalty: 3616.661377
	Iteration 37Q: 3 clusters Score -6247514 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67340 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6247609.500000 Penalty: 3616.661377
	Iteration 38Q: 3 clusters Score -6247610 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67449 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6247669.500000 Penalty: 3616.661377
	Iteration 39Q: 3 clusters Score -6247670 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67529 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6247731.000000 Penalty: 3616.661377
	Iteration 40F: 3 clusters Score -6247731 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67594 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6247780.500000 Penalty: 3616.661377
	Iteration 41Q: 3 clusters Score -6247780 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67637 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -6247802.000000 Penalty: 3616.661377
	Iteration 42Q: 3 clusters Score -6247802 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67665 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6247828.000000 Penalty: 3616.661377
	Iteration 43Q: 3 clusters Score -6247828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67687 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6247847.000000 Penalty: 3616.661377
	Iteration 44Q: 3 clusters Score -6247847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67710 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6247859.000000 Penalty: 3616.661377
	Iteration 45Q: 3 clusters Score -6247859 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67726 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6247876.500000 Penalty: 3616.661377
	Iteration 46Q: 3 clusters Score -6247876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67735 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -6247882.000000 Penalty: 3616.661377
	Iteration 47Q: 3 clusters Score -6247882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67739 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6247880.000000 Penalty: 3616.661377
	Iteration 48Q: 3 clusters Score -6247880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67740 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6247881.500000 Penalty: 3616.661377
	Iteration 49Q: 3 clusters Score -6247882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67747 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6247899.500000 Penalty: 3616.661377
	Iteration 50Q: 3 clusters Score -6247900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67751 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6247904.500000 Penalty: 3616.661377
	Iteration 51Q: 3 clusters Score -6247904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67754 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6247907.000000 Penalty: 3616.661377
	Iteration 52Q: 3 clusters Score -6247907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67754 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6247907.000000 Penalty: 3616.661377
	Iteration 53F: 3 clusters Score -6247907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Entering Unmasked Estep 
Score: -1724204.500000 Penalty: 1615.893066
	Iteration 0F: 2 clusters Score -1724204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1710015.875000 Penalty: 3231.786133
	Iteration 0F: 3 clusters Score -1710016 nChanged 9453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1715613.375000 Penalty: 3231.786133
	Iteration 1F: 3 clusters Score -1715613 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1716438.250000 Penalty: 3231.786133
	Iteration 2F: 3 clusters Score -1716438 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1717352.500000 Penalty: 3231.786133
	Iteration 3F: 3 clusters Score -1717352 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1718278.875000 Penalty: 3231.786133
	Iteration 4F: 3 clusters Score -1718279 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1719198.250000 Penalty: 3231.786133
	Iteration 5F: 3 clusters Score -1719198 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1720089.750000 Penalty: 3231.786133
	Iteration 6F: 3 clusters Score -1720090 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1720879.625000 Penalty: 3231.786133
	Iteration 7F: 3 clusters Score -1720880 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1721506.000000 Penalty: 3231.786133
	Iteration 8Q: 3 clusters Score -1721506 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1721926.500000 Penalty: 3231.786133
	Iteration 9Q: 3 clusters Score -1721926 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1722163.875000 Penalty: 3231.786133
	Iteration 10Q: 3 clusters Score -1722164 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1722303.875000 Penalty: 3231.786133
	Iteration 11Q: 3 clusters Score -1722304 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1722394.875000 Penalty: 3231.786133
	Iteration 12Q: 3 clusters Score -1722395 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1722456.250000 Penalty: 3231.786133
	Iteration 13Q: 3 clusters Score -1722456 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1722515.000000 Penalty: 3231.786133
	Iteration 14Q: 3 clusters Score -1722515 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1722573.500000 Penalty: 3231.786133
	Iteration 15Q: 3 clusters Score -1722574 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1722612.500000 Penalty: 3231.786133
	Iteration 16Q: 3 clusters Score -1722612 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1722651.500000 Penalty: 3231.786133
	Iteration 17Q: 3 clusters Score -1722652 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1722682.125000 Penalty: 3231.786133
	Iteration 18Q: 3 clusters Score -1722682 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1722714.250000 Penalty: 3231.786133
	Iteration 19Q: 3 clusters Score -1722714 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1722753.875000 Penalty: 3231.786133
	Iteration 20F: 3 clusters Score -1722754 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1722803.750000 Penalty: 3231.786133
	Iteration 21Q: 3 clusters Score -1722804 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1722848.500000 Penalty: 3231.786133
	Iteration 22Q: 3 clusters Score -1722848 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1722905.375000 Penalty: 3231.786133
	Iteration 23Q: 3 clusters Score -1722905 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1722945.000000 Penalty: 3231.786133
	Iteration 24Q: 3 clusters Score -1722945 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1722989.750000 Penalty: 3231.786133
	Iteration 25Q: 3 clusters Score -1722990 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1723031.500000 Penalty: 3231.786133
	Iteration 26Q: 3 clusters Score -1723032 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1723073.125000 Penalty: 3231.786133
	Iteration 27Q: 3 clusters Score -1723073 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1723103.750000 Penalty: 3231.786133
	Iteration 28Q: 3 clusters Score -1723104 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1723139.125000 Penalty: 3231.786133
	Iteration 29Q: 3 clusters Score -1723139 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1723187.125000 Penalty: 3231.786133
	Iteration 30Q: 3 clusters Score -1723187 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1723227.375000 Penalty: 3231.786133
	Iteration 31Q: 3 clusters Score -1723227 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1723267.125000 Penalty: 3231.786133
	Iteration 32Q: 3 clusters Score -1723267 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1723311.250000 Penalty: 3231.786133
	Iteration 33Q: 3 clusters Score -1723311 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1723340.875000 Penalty: 3231.786133
	Iteration 34Q: 3 clusters Score -1723341 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1723366.750000 Penalty: 3231.786133
	Iteration 35Q: 3 clusters Score -1723367 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1723396.750000 Penalty: 3231.786133
	Iteration 36Q: 3 clusters Score -1723397 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1723430.250000 Penalty: 3231.786133
	Iteration 37Q: 3 clusters Score -1723430 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1723464.000000 Penalty: 3231.786133
	Iteration 38Q: 3 clusters Score -1723464 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1723483.625000 Penalty: 3231.786133
	Iteration 39Q: 3 clusters Score -1723484 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1723506.125000 Penalty: 3231.786133
	Iteration 40F: 3 clusters Score -1723506 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1723525.875000 Penalty: 3231.786133
	Iteration 41Q: 3 clusters Score -1723526 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1723549.625000 Penalty: 3231.786133
	Iteration 42Q: 3 clusters Score -1723550 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1723569.125000 Penalty: 3231.786133
	Iteration 43Q: 3 clusters Score -1723569 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1723585.625000 Penalty: 3231.786133
	Iteration 44Q: 3 clusters Score -1723586 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1723610.375000 Penalty: 3231.786133
	Iteration 45Q: 3 clusters Score -1723610 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1723632.375000 Penalty: 3231.786133
	Iteration 46Q: 3 clusters Score -1723632 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1723647.625000 Penalty: 3231.786133
	Iteration 47Q: 3 clusters Score -1723648 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1723667.375000 Penalty: 3231.786133
	Iteration 48Q: 3 clusters Score -1723667 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1723675.125000 Penalty: 3231.786133
	Iteration 49Q: 3 clusters Score -1723675 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1723690.375000 Penalty: 3231.786133
	Iteration 50Q: 3 clusters Score -1723690 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1723699.500000 Penalty: 3231.786133
	Iteration 51Q: 3 clusters Score -1723700 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1723706.375000 Penalty: 3231.786133
	Iteration 52Q: 3 clusters Score -1723706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1723709.625000 Penalty: 3231.786133
	Iteration 53Q: 3 clusters Score -1723710 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1723713.500000 Penalty: 3231.786133
	Iteration 54Q: 3 clusters Score -1723714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1723715.125000 Penalty: 3231.786133
	Iteration 55Q: 3 clusters Score -1723715 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1723720.250000 Penalty: 3231.786133
	Iteration 56Q: 3 clusters Score -1723720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1723725.875000 Penalty: 3231.786133
	Iteration 57Q: 3 clusters Score -1723726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1723730.375000 Penalty: 3231.786133
	Iteration 58Q: 3 clusters Score -1723730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1723736.125000 Penalty: 3231.786133
	Iteration 59Q: 3 clusters Score -1723736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1723741.750000 Penalty: 3231.786133
	Iteration 60F: 3 clusters Score -1723742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1723743.125000 Penalty: 3231.786133
	Iteration 61Q: 3 clusters Score -1723743 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1723744.000000 Penalty: 3231.786133
	Iteration 62Q: 3 clusters Score -1723744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1723743.250000 Penalty: 3231.786133
	Iteration 63Q: 3 clusters Score -1723743 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1723748.625000 Penalty: 3231.786133
	Iteration 64Q: 3 clusters Score -1723749 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1723752.750000 Penalty: 3231.786133
	Iteration 65Q: 3 clusters Score -1723753 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1723758.625000 Penalty: 3231.786133
	Iteration 66Q: 3 clusters Score -1723759 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1723767.125000 Penalty: 3231.786133
	Iteration 67Q: 3 clusters Score -1723767 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1723775.625000 Penalty: 3231.786133
	Iteration 68Q: 3 clusters Score -1723776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1723780.625000 Penalty: 3231.786133
	Iteration 69Q: 3 clusters Score -1723781 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1723782.750000 Penalty: 3231.786133
	Iteration 70Q: 3 clusters Score -1723783 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1723786.000000 Penalty: 3231.786133
	Iteration 71Q: 3 clusters Score -1723786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1723797.000000 Penalty: 3231.786133
	Iteration 72Q: 3 clusters Score -1723797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1723801.250000 Penalty: 3231.786133
	Iteration 73Q: 3 clusters Score -1723801 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1723808.000000 Penalty: 3231.786133
	Iteration 74Q: 3 clusters Score -1723808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1723814.250000 Penalty: 3231.786133
	Iteration 75Q: 3 clusters Score -1723814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1723815.125000 Penalty: 3231.786133
	Iteration 76Q: 3 clusters Score -1723815 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1723824.750000 Penalty: 3231.786133
	Iteration 77Q: 3 clusters Score -1723825 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1723831.750000 Penalty: 3231.786133
	Iteration 78Q: 3 clusters Score -1723832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1723841.625000 Penalty: 3231.786133
	Iteration 79Q: 3 clusters Score -1723842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1723841.625000 Penalty: 3231.786133
	Iteration 80F: 3 clusters Score -1723842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1723847.500000 Penalty: 3231.786133
	Iteration 81Q: 3 clusters Score -1723848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1723850.500000 Penalty: 3231.786133
	Iteration 82Q: 3 clusters Score -1723850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1723853.875000 Penalty: 3231.786133
	Iteration 83Q: 3 clusters Score -1723854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1723856.500000 Penalty: 3231.786133
	Iteration 84Q: 3 clusters Score -1723856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1723858.875000 Penalty: 3231.786133
	Iteration 85Q: 3 clusters Score -1723859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1723863.250000 Penalty: 3231.786133
	Iteration 86Q: 3 clusters Score -1723863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1723864.625000 Penalty: 3231.786133
	Iteration 87Q: 3 clusters Score -1723865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1723864.625000 Penalty: 3231.786133
	Iteration 88Q: 3 clusters Score -1723865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1723866.375000 Penalty: 3231.786133
	Iteration 89Q: 3 clusters Score -1723866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1723866.000000 Penalty: 3231.786133
	Iteration 90Q: 3 clusters Score -1723866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1723870.375000 Penalty: 3231.786133
	Iteration 91Q: 3 clusters Score -1723870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1723869.625000 Penalty: 3231.786133
	Iteration 92Q: 3 clusters Score -1723870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1723872.000000 Penalty: 3231.786133
	Iteration 93Q: 3 clusters Score -1723872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1723870.125000 Penalty: 3231.786133
	Iteration 94Q: 3 clusters Score -1723870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1723873.375000 Penalty: 3231.786133
	Iteration 95Q: 3 clusters Score -1723873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1723873.750000 Penalty: 3231.786133
	Iteration 96Q: 3 clusters Score -1723874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1723874.375000 Penalty: 3231.786133
	Iteration 97Q: 3 clusters Score -1723874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1723872.375000 Penalty: 3231.786133
	Iteration 98Q: 3 clusters Score -1723872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1723873.000000 Penalty: 3231.786133
	Iteration 99Q: 3 clusters Score -1723873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1723873.000000 Penalty: 3231.786133
	Iteration 100F: 3 clusters Score -1723873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Entering Unmasked Estep 
Score: -1292578.750000 Penalty: 1556.610474
	Iteration 0F: 2 clusters Score -1292579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1282625.000000 Penalty: 3113.220947
	Iteration 0F: 3 clusters Score -1282625 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1286312.625000 Penalty: 3113.220947
	Iteration 1F: 3 clusters Score -1286313 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1287068.500000 Penalty: 3113.220947
	Iteration 2F: 3 clusters Score -1287068 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1287935.750000 Penalty: 3113.220947
	Iteration 3F: 3 clusters Score -1287936 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1288833.500000 Penalty: 3113.220947
	Iteration 4F: 3 clusters Score -1288834 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1289614.625000 Penalty: 3113.220947
	Iteration 5F: 3 clusters Score -1289615 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1290276.250000 Penalty: 3113.220947
	Iteration 6F: 3 clusters Score -1290276 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1290803.125000 Penalty: 3113.220947
	Iteration 7F: 3 clusters Score -1290803 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1291139.250000 Penalty: 3113.220947
	Iteration 8Q: 3 clusters Score -1291139 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1291367.750000 Penalty: 3113.220947
	Iteration 9Q: 3 clusters Score -1291368 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1291546.500000 Penalty: 3113.220947
	Iteration 10Q: 3 clusters Score -1291546 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1291696.000000 Penalty: 3113.220947
	Iteration 11Q: 3 clusters Score -1291696 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1291831.250000 Penalty: 3113.220947
	Iteration 12Q: 3 clusters Score -1291831 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1291955.750000 Penalty: 3113.220947
	Iteration 13Q: 3 clusters Score -1291956 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1292067.875000 Penalty: 3113.220947
	Iteration 14Q: 3 clusters Score -1292068 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1292144.375000 Penalty: 3113.220947
	Iteration 15Q: 3 clusters Score -1292144 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1292175.375000 Penalty: 3113.220947
	Iteration 16Q: 3 clusters Score -1292175 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1292198.500000 Penalty: 3113.220947
	Iteration 17Q: 3 clusters Score -1292198 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1292216.250000 Penalty: 3113.220947
	Iteration 18Q: 3 clusters Score -1292216 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1292229.625000 Penalty: 3113.220947
	Iteration 19Q: 3 clusters Score -1292230 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1292244.375000 Penalty: 3113.220947
	Iteration 20F: 3 clusters Score -1292244 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1292254.250000 Penalty: 3113.220947
	Iteration 21Q: 3 clusters Score -1292254 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1292264.500000 Penalty: 3113.220947
	Iteration 22Q: 3 clusters Score -1292264 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1292272.875000 Penalty: 3113.220947
	Iteration 23Q: 3 clusters Score -1292273 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1292280.625000 Penalty: 3113.220947
	Iteration 24Q: 3 clusters Score -1292281 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1292287.375000 Penalty: 3113.220947
	Iteration 25Q: 3 clusters Score -1292287 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1292292.500000 Penalty: 3113.220947
	Iteration 26Q: 3 clusters Score -1292292 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1292302.000000 Penalty: 3113.220947
	Iteration 27Q: 3 clusters Score -1292302 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1292310.875000 Penalty: 3113.220947
	Iteration 28Q: 3 clusters Score -1292311 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1292314.125000 Penalty: 3113.220947
	Iteration 29Q: 3 clusters Score -1292314 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1292319.875000 Penalty: 3113.220947
	Iteration 30Q: 3 clusters Score -1292320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1292324.750000 Penalty: 3113.220947
	Iteration 31Q: 3 clusters Score -1292325 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1292329.625000 Penalty: 3113.220947
	Iteration 32Q: 3 clusters Score -1292330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1292329.500000 Penalty: 3113.220947
	Iteration 33Q: 3 clusters Score -1292330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1292333.375000 Penalty: 3113.220947
	Iteration 34Q: 3 clusters Score -1292333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1292333.125000 Penalty: 3113.220947
	Iteration 35Q: 3 clusters Score -1292333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1292334.750000 Penalty: 3113.220947
	Iteration 36Q: 3 clusters Score -1292335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1292336.000000 Penalty: 3113.220947
	Iteration 37Q: 3 clusters Score -1292336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1292336.250000 Penalty: 3113.220947
	Iteration 38Q: 3 clusters Score -1292336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1292340.625000 Penalty: 3113.220947
	Iteration 39Q: 3 clusters Score -1292341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1292341.000000 Penalty: 3113.220947
	Iteration 40F: 3 clusters Score -1292341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1292346.000000 Penalty: 3113.220947
	Iteration 41Q: 3 clusters Score -1292346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1292342.875000 Penalty: 3113.220947
	Iteration 42Q: 3 clusters Score -1292343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1292343.875000 Penalty: 3113.220947
	Iteration 43Q: 3 clusters Score -1292344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1292344.625000 Penalty: 3113.220947
	Iteration 44Q: 3 clusters Score -1292345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1292341.875000 Penalty: 3113.220947
	Iteration 45Q: 3 clusters Score -1292342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1292345.125000 Penalty: 3113.220947
	Iteration 46Q: 3 clusters Score -1292345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1292347.000000 Penalty: 3113.220947
	Iteration 47Q: 3 clusters Score -1292347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1292346.625000 Penalty: 3113.220947
	Iteration 48Q: 3 clusters Score -1292347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1292349.500000 Penalty: 3113.220947
	Iteration 49Q: 3 clusters Score -1292350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1292350.250000 Penalty: 3113.220947
	Iteration 50Q: 3 clusters Score -1292350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1292352.250000 Penalty: 3113.220947
	Iteration 51Q: 3 clusters Score -1292352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1292352.375000 Penalty: 3113.220947
	Iteration 52Q: 3 clusters Score -1292352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1292352.625000 Penalty: 3113.220947
	Iteration 53Q: 3 clusters Score -1292353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1292353.125000 Penalty: 3113.220947
	Iteration 54Q: 3 clusters Score -1292353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1292352.125000 Penalty: 3113.220947
	Iteration 55Q: 3 clusters Score -1292352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1292352.625000 Penalty: 3113.220947
	Iteration 56Q: 3 clusters Score -1292353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1292352.125000 Penalty: 3113.220947
	Iteration 57Q: 3 clusters Score -1292352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1292352.125000 Penalty: 3113.220947
	Iteration 58Q: 3 clusters Score -1292352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1292352.125000 Penalty: 3113.220947
	Iteration 59Q: 3 clusters Score -1292352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1292352.125000 Penalty: 3113.220947
	Iteration 60F: 3 clusters Score -1292352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Entering Unmasked Estep 
Score: -743018.562500 Penalty: 1468.772949
	Iteration 0F: 2 clusters Score -743018.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -736845.062500 Penalty: 2937.545898
	Iteration 0F: 3 clusters Score -736845.1 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -738917.187500 Penalty: 2937.545898
	Iteration 1F: 3 clusters Score -738917.2 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -739290.250000 Penalty: 2937.545898
	Iteration 2F: 3 clusters Score -739290.2 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -739769.625000 Penalty: 2937.545898
	Iteration 3F: 3 clusters Score -739769.6 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -740381.500000 Penalty: 2937.545898
	Iteration 4F: 3 clusters Score -740381.5 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -740923.312500 Penalty: 2937.545898
	Iteration 5F: 3 clusters Score -740923.3 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -741272.000000 Penalty: 2937.545898
	Iteration 6F: 3 clusters Score -741272 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -741528.750000 Penalty: 2937.545898
	Iteration 7F: 3 clusters Score -741528.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -741687.000000 Penalty: 2937.545898
	Iteration 8Q: 3 clusters Score -741687 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -741809.750000 Penalty: 2937.545898
	Iteration 9Q: 3 clusters Score -741809.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -741928.625000 Penalty: 2937.545898
	Iteration 10Q: 3 clusters Score -741928.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -742028.875000 Penalty: 2937.545898
	Iteration 11Q: 3 clusters Score -742028.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -742134.375000 Penalty: 2937.545898
	Iteration 12Q: 3 clusters Score -742134.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -742241.062500 Penalty: 2937.545898
	Iteration 13Q: 3 clusters Score -742241.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -742347.437500 Penalty: 2937.545898
	Iteration 14Q: 3 clusters Score -742347.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -742438.000000 Penalty: 2937.545898
	Iteration 15Q: 3 clusters Score -742438 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -742512.250000 Penalty: 2937.545898
	Iteration 16Q: 3 clusters Score -742512.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -742578.000000 Penalty: 2937.545898
	Iteration 17Q: 3 clusters Score -742578 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -742626.250000 Penalty: 2937.545898
	Iteration 18Q: 3 clusters Score -742626.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -742661.812500 Penalty: 2937.545898
	Iteration 19Q: 3 clusters Score -742661.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -742676.812500 Penalty: 2937.545898
	Iteration 20F: 3 clusters Score -742676.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -742694.687500 Penalty: 2937.545898
	Iteration 21Q: 3 clusters Score -742694.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -742708.687500 Penalty: 2937.545898
	Iteration 22Q: 3 clusters Score -742708.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -742726.500000 Penalty: 2937.545898
	Iteration 23Q: 3 clusters Score -742726.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -742737.312500 Penalty: 2937.545898
	Iteration 24Q: 3 clusters Score -742737.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -742746.125000 Penalty: 2937.545898
	Iteration 25Q: 3 clusters Score -742746.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -742747.937500 Penalty: 2937.545898
	Iteration 26Q: 3 clusters Score -742747.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -742751.687500 Penalty: 2937.545898
	Iteration 27Q: 3 clusters Score -742751.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -742752.250000 Penalty: 2937.545898
	Iteration 28Q: 3 clusters Score -742752.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -742752.937500 Penalty: 2937.545898
	Iteration 29Q: 3 clusters Score -742752.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -742755.750000 Penalty: 2937.545898
	Iteration 30Q: 3 clusters Score -742755.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -742758.250000 Penalty: 2937.545898
	Iteration 31Q: 3 clusters Score -742758.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -742759.312500 Penalty: 2937.545898
	Iteration 32Q: 3 clusters Score -742759.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -742759.375000 Penalty: 2937.545898
	Iteration 33Q: 3 clusters Score -742759.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -742758.625000 Penalty: 2937.545898
	Iteration 34Q: 3 clusters Score -742758.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -742759.500000 Penalty: 2937.545898
	Iteration 35Q: 3 clusters Score -742759.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -742759.687500 Penalty: 2937.545898
	Iteration 36Q: 3 clusters Score -742759.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -742759.687500 Penalty: 2937.545898
	Iteration 37F: 3 clusters Score -742759.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Entering Unmasked Estep 
Score: -2192816.750000 Penalty: 1655.597168
	Iteration 0F: 2 clusters Score -2192817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -2174848.750000 Penalty: 3311.194336
	Iteration 0F: 3 clusters Score -2174849 nChanged 12233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -2182338.750000 Penalty: 3311.194336
	Iteration 1F: 3 clusters Score -2182339 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2183461.750000 Penalty: 3311.194336
	Iteration 2F: 3 clusters Score -2183462 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2184626.750000 Penalty: 3311.194336
	Iteration 3F: 3 clusters Score -2184627 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2185874.500000 Penalty: 3311.194336
	Iteration 4F: 3 clusters Score -2185874 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2187142.250000 Penalty: 3311.194336
	Iteration 5F: 3 clusters Score -2187142 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2188343.500000 Penalty: 3311.194336
	Iteration 6F: 3 clusters Score -2188344 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2189274.500000 Penalty: 3311.194336
	Iteration 7F: 3 clusters Score -2189274 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2189867.500000 Penalty: 3311.194336
	Iteration 8Q: 3 clusters Score -2189868 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2190331.250000 Penalty: 3311.194336
	Iteration 9Q: 3 clusters Score -2190331 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -2190660.500000 Penalty: 3311.194336
	Iteration 10Q: 3 clusters Score -2190660 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2190894.750000 Penalty: 3311.194336
	Iteration 11Q: 3 clusters Score -2190895 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2191076.250000 Penalty: 3311.194336
	Iteration 12Q: 3 clusters Score -2191076 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2191200.000000 Penalty: 3311.194336
	Iteration 13Q: 3 clusters Score -2191200 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2191295.500000 Penalty: 3311.194336
	Iteration 14Q: 3 clusters Score -2191296 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2191375.250000 Penalty: 3311.194336
	Iteration 15Q: 3 clusters Score -2191375 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -2191439.500000 Penalty: 3311.194336
	Iteration 16Q: 3 clusters Score -2191440 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2191512.000000 Penalty: 3311.194336
	Iteration 17Q: 3 clusters Score -2191512 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -2191561.500000 Penalty: 3311.194336
	Iteration 18Q: 3 clusters Score -2191562 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2191604.000000 Penalty: 3311.194336
	Iteration 19Q: 3 clusters Score -2191604 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2191622.500000 Penalty: 3311.194336
	Iteration 20F: 3 clusters Score -2191622 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2191656.250000 Penalty: 3311.194336
	Iteration 21Q: 3 clusters Score -2191656 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2191676.000000 Penalty: 3311.194336
	Iteration 22Q: 3 clusters Score -2191676 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2191691.250000 Penalty: 3311.194336
	Iteration 23Q: 3 clusters Score -2191691 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2191708.750000 Penalty: 3311.194336
	Iteration 24Q: 3 clusters Score -2191709 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2191732.750000 Penalty: 3311.194336
	Iteration 25Q: 3 clusters Score -2191733 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2191753.250000 Penalty: 3311.194336
	Iteration 26Q: 3 clusters Score -2191753 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2191778.500000 Penalty: 3311.194336
	Iteration 27Q: 3 clusters Score -2191778 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2191801.000000 Penalty: 3311.194336
	Iteration 28Q: 3 clusters Score -2191801 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2191824.000000 Penalty: 3311.194336
	Iteration 29Q: 3 clusters Score -2191824 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -2191849.500000 Penalty: 3311.194336
	Iteration 30Q: 3 clusters Score -2191850 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2191866.250000 Penalty: 3311.194336
	Iteration 31Q: 3 clusters Score -2191866 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -2191877.000000 Penalty: 3311.194336
	Iteration 32Q: 3 clusters Score -2191877 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2191895.000000 Penalty: 3311.194336
	Iteration 33Q: 3 clusters Score -2191895 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2191903.750000 Penalty: 3311.194336
	Iteration 34Q: 3 clusters Score -2191904 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2191920.500000 Penalty: 3311.194336
	Iteration 35Q: 3 clusters Score -2191920 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -2191925.750000 Penalty: 3311.194336
	Iteration 36Q: 3 clusters Score -2191926 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -2191934.750000 Penalty: 3311.194336
	Iteration 37Q: 3 clusters Score -2191935 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -2191940.250000 Penalty: 3311.194336
	Iteration 38Q: 3 clusters Score -2191940 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -2191951.250000 Penalty: 3311.194336
	Iteration 39Q: 3 clusters Score -2191951 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -2191965.250000 Penalty: 3311.194336
	Iteration 40F: 3 clusters Score -2191965 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -2191973.750000 Penalty: 3311.194336
	Iteration 41Q: 3 clusters Score -2191974 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -2191981.750000 Penalty: 3311.194336
	Iteration 42Q: 3 clusters Score -2191982 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -2191992.500000 Penalty: 3311.194336
	Iteration 43Q: 3 clusters Score -2191992 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2191998.250000 Penalty: 3311.194336
	Iteration 44Q: 3 clusters Score -2191998 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -2192001.000000 Penalty: 3311.194336
	Iteration 45Q: 3 clusters Score -2192001 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -2192004.750000 Penalty: 3311.194336
	Iteration 46Q: 3 clusters Score -2192005 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2192007.500000 Penalty: 3311.194336
	Iteration 47Q: 3 clusters Score -2192008 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -2192015.750000 Penalty: 3311.194336
	Iteration 48Q: 3 clusters Score -2192016 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -2192025.000000 Penalty: 3311.194336
	Iteration 49Q: 3 clusters Score -2192025 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2192026.250000 Penalty: 3311.194336
	Iteration 50Q: 3 clusters Score -2192026 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2192035.750000 Penalty: 3311.194336
	Iteration 51Q: 3 clusters Score -2192036 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2192045.500000 Penalty: 3311.194336
	Iteration 52Q: 3 clusters Score -2192046 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2192063.750000 Penalty: 3311.194336
	Iteration 53Q: 3 clusters Score -2192064 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2192062.000000 Penalty: 3311.194336
	Iteration 54Q: 3 clusters Score -2192062 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2192075.750000 Penalty: 3311.194336
	Iteration 55Q: 3 clusters Score -2192076 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2192093.750000 Penalty: 3311.194336
	Iteration 56Q: 3 clusters Score -2192094 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -2192107.500000 Penalty: 3311.194336
	Iteration 57Q: 3 clusters Score -2192108 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -2192121.750000 Penalty: 3311.194336
	Iteration 58Q: 3 clusters Score -2192122 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -2192130.500000 Penalty: 3311.194336
	Iteration 59Q: 3 clusters Score -2192130 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -2192144.000000 Penalty: 3311.194336
	Iteration 60F: 3 clusters Score -2192144 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -2192160.250000 Penalty: 3311.194336
	Iteration 61Q: 3 clusters Score -2192160 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -2192175.250000 Penalty: 3311.194336
	Iteration 62Q: 3 clusters Score -2192175 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2192185.750000 Penalty: 3311.194336
	Iteration 63Q: 3 clusters Score -2192186 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2192206.750000 Penalty: 3311.194336
	Iteration 64Q: 3 clusters Score -2192207 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2192223.000000 Penalty: 3311.194336
	Iteration 65Q: 3 clusters Score -2192223 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -2192231.500000 Penalty: 3311.194336
	Iteration 66Q: 3 clusters Score -2192232 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -2192242.500000 Penalty: 3311.194336
	Iteration 67Q: 3 clusters Score -2192242 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2192247.500000 Penalty: 3311.194336
	Iteration 68Q: 3 clusters Score -2192248 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -2192267.250000 Penalty: 3311.194336
	Iteration 69Q: 3 clusters Score -2192267 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2192267.750000 Penalty: 3311.194336
	Iteration 70Q: 3 clusters Score -2192268 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -2192280.250000 Penalty: 3311.194336
	Iteration 71Q: 3 clusters Score -2192280 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -2192297.000000 Penalty: 3311.194336
	Iteration 72Q: 3 clusters Score -2192297 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2192310.000000 Penalty: 3311.194336
	Iteration 73Q: 3 clusters Score -2192310 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -2192320.500000 Penalty: 3311.194336
	Iteration 74Q: 3 clusters Score -2192320 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2192328.000000 Penalty: 3311.194336
	Iteration 75Q: 3 clusters Score -2192328 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2192330.500000 Penalty: 3311.194336
	Iteration 76Q: 3 clusters Score -2192330 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2192336.250000 Penalty: 3311.194336
	Iteration 77Q: 3 clusters Score -2192336 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -2192345.250000 Penalty: 3311.194336
	Iteration 78Q: 3 clusters Score -2192345 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -2192352.500000 Penalty: 3311.194336
	Iteration 79Q: 3 clusters Score -2192352 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2192363.250000 Penalty: 3311.194336
	Iteration 80F: 3 clusters Score -2192363 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2192371.250000 Penalty: 3311.194336
	Iteration 81Q: 3 clusters Score -2192371 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2192376.000000 Penalty: 3311.194336
	Iteration 82Q: 3 clusters Score -2192376 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2192383.000000 Penalty: 3311.194336
	Iteration 83Q: 3 clusters Score -2192383 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2192386.750000 Penalty: 3311.194336
	Iteration 84Q: 3 clusters Score -2192387 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -2192392.000000 Penalty: 3311.194336
	Iteration 85Q: 3 clusters Score -2192392 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2192395.500000 Penalty: 3311.194336
	Iteration 86Q: 3 clusters Score -2192396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2192406.750000 Penalty: 3311.194336
	Iteration 87Q: 3 clusters Score -2192407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2192407.500000 Penalty: 3311.194336
	Iteration 88Q: 3 clusters Score -2192408 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2192415.750000 Penalty: 3311.194336
	Iteration 89Q: 3 clusters Score -2192416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -2192416.250000 Penalty: 3311.194336
	Iteration 90Q: 3 clusters Score -2192416 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2192418.750000 Penalty: 3311.194336
	Iteration 91Q: 3 clusters Score -2192419 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2192417.000000 Penalty: 3311.194336
	Iteration 92Q: 3 clusters Score -2192417 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -2192421.500000 Penalty: 3311.194336
	Iteration 93Q: 3 clusters Score -2192422 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -2192424.250000 Penalty: 3311.194336
	Iteration 94Q: 3 clusters Score -2192424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2192428.000000 Penalty: 3311.194336
	Iteration 95Q: 3 clusters Score -2192428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -2192428.750000 Penalty: 3311.194336
	Iteration 96Q: 3 clusters Score -2192429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2192428.250000 Penalty: 3311.194336
	Iteration 97Q: 3 clusters Score -2192428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -2192430.000000 Penalty: 3311.194336
	Iteration 98Q: 3 clusters Score -2192430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2192430.750000 Penalty: 3311.194336
	Iteration 99Q: 3 clusters Score -2192431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2192427.750000 Penalty: 3311.194336
	Iteration 100F: 3 clusters Score -2192428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2192428.250000 Penalty: 3311.194336
	Iteration 101Q: 3 clusters Score -2192428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2192427.500000 Penalty: 3311.194336
	Iteration 102Q: 3 clusters Score -2192428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2192429.750000 Penalty: 3311.194336
	Iteration 103Q: 3 clusters Score -2192430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -2192429.250000 Penalty: 3311.194336
	Iteration 104Q: 3 clusters Score -2192429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2192431.750000 Penalty: 3311.194336
	Iteration 105Q: 3 clusters Score -2192432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -2192433.000000 Penalty: 3311.194336
	Iteration 106Q: 3 clusters Score -2192433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -2192433.000000 Penalty: 3311.194336
	Iteration 107Q: 3 clusters Score -2192433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2192428.750000 Penalty: 3311.194336
	Iteration 108Q: 3 clusters Score -2192429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -2192429.500000 Penalty: 3311.194336
	Iteration 109Q: 3 clusters Score -2192430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2192431.500000 Penalty: 3311.194336
	Iteration 110Q: 3 clusters Score -2192432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -2192431.750000 Penalty: 3311.194336
	Iteration 111Q: 3 clusters Score -2192432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -2192428.000000 Penalty: 3311.194336
	Iteration 112Q: 3 clusters Score -2192428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -2192426.750000 Penalty: 3311.194336
	Iteration 113Q: 3 clusters Score -2192427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -2192430.750000 Penalty: 3311.194336
	Iteration 114Q: 3 clusters Score -2192431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -2192430.750000 Penalty: 3311.194336
	Iteration 115F: 3 clusters Score -2192431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Entering Unmasked Estep 
Score: -261154.046875 Penalty: 1337.468872
	Iteration 0F: 2 clusters Score -261154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -258108.281250 Penalty: 2674.937744
	Iteration 0F: 3 clusters Score -258108.3 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -259783.078125 Penalty: 2674.937744
	Iteration 1F: 3 clusters Score -259783.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -260698.562500 Penalty: 2674.937744
	Iteration 2F: 3 clusters Score -260698.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -261322.484375 Penalty: 2674.937744
	Iteration 3F: 3 clusters Score -261322.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -261681.984375 Penalty: 2674.937744
	Iteration 4F: 3 clusters Score -261682 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -261889.343750 Penalty: 2674.937744
	Iteration 5Q: 3 clusters Score -261889.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -262045.656250 Penalty: 2674.937744
	Iteration 6Q: 3 clusters Score -262045.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -262218.125000 Penalty: 2674.937744
	Iteration 7Q: 3 clusters Score -262218.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -262376.750000 Penalty: 2674.937744
	Iteration 8Q: 3 clusters Score -262376.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -262434.093750 Penalty: 2674.937744
	Iteration 9Q: 3 clusters Score -262434.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -262448.031250 Penalty: 2674.937744
	Iteration 10Q: 3 clusters Score -262448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -262454.250000 Penalty: 2674.937744
	Iteration 11Q: 3 clusters Score -262454.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -262458.468750 Penalty: 2674.937744
	Iteration 12Q: 3 clusters Score -262458.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -262460.562500 Penalty: 2674.937744
	Iteration 13Q: 3 clusters Score -262460.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -262461.125000 Penalty: 2674.937744
	Iteration 14Q: 3 clusters Score -262461.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -262461.750000 Penalty: 2674.937744
	Iteration 15Q: 3 clusters Score -262461.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -262462.031250 Penalty: 2674.937744
	Iteration 16Q: 3 clusters Score -262462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -262461.906250 Penalty: 2674.937744
	Iteration 17Q: 3 clusters Score -262461.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -262463.218750 Penalty: 2674.937744
	Iteration 18F: 3 clusters Score -262463.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -262464.312500 Penalty: 2674.937744
	Iteration 19Q: 3 clusters Score -262464.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -262464.593750 Penalty: 2674.937744
	Iteration 20F: 3 clusters Score -262464.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -262465.031250 Penalty: 2674.937744
	Iteration 21Q: 3 clusters Score -262465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -262465.031250 Penalty: 2674.937744
	Iteration 22F: 3 clusters Score -262465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 8407 members 
Mstep: Class 3 contains 64423 members 
Mstep: Class 4 contains 8928 members 
Mstep: Class 5 contains 1686 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 52354 members 
Mstep: Class 8 contains 2274 members 
Mstep: Class 9 contains 124360 members 
Mstep: Class 10 contains 5421 members 
Mstep: Class 11 contains 13313 members 
Mstep: Class 12 contains 60605 members 
Mstep: Class 13 contains 10826 members 
Mstep: Class 14 contains 35075 members 
Mstep: Class 15 contains 61058 members 
Mstep: Class 16 contains 60379 members 
Mstep: Class 17 contains 41809 members 
Mstep: Class 18 contains 5329 members 
Mstep: Class 19 contains 68063 members 
Mstep: Class 20 contains 20826 members 
Mstep: Class 21 contains 14460 members 
Mstep: Class 22 contains 8422 members 
Mstep: Class 23 contains 26590 members 
Mstep: Class 24 contains 1330 members 
Mstep: Class 25 contains 7934 members 
Mstep: Class 26 contains 4492 members 
Mstep: Class 27 contains 12785 members 
Mstep: Class 28 contains 3823 members 
Mstep: Class 29 contains 10944 members 
Mstep: Class 30 contains 100932 members 
Mstep: Class 31 contains 5640 members 
Mstep: Class 32 contains 1776 members 
Mstep: Class 33 contains 1905 members 
Mstep: Class 34 contains 393 members 
Mstep: Class 35 contains 533 members 
Mstep: Class 36 contains 95634 members 
Mstep: Class 37 contains 2235 members 
Mstep: Class 38 contains 2409 members 
Mstep: Class 39 contains 2424 members 
Entering Unmasked Estep 
Score: -84443072.000000 Penalty: 87286.046875
Splitting cluster 24 changes total score from -84441856.000000 to -84443072.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 25 (7934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Entering Unmasked Estep 
Score: -721256.500000 Penalty: 1459.073242
	Iteration 0F: 2 clusters Score -721256.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -715335.687500 Penalty: 2918.146484
	Iteration 0F: 3 clusters Score -715335.7 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -717193.625000 Penalty: 2918.146484
	Iteration 1F: 3 clusters Score -717193.6 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -717460.375000 Penalty: 2918.146484
	Iteration 2F: 3 clusters Score -717460.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -717732.000000 Penalty: 2918.146484
	Iteration 3F: 3 clusters Score -717732 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -718007.687500 Penalty: 2918.146484
	Iteration 4Q: 3 clusters Score -718007.7 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -718339.562500 Penalty: 2918.146484
	Iteration 5F: 3 clusters Score -718339.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -718604.562500 Penalty: 2918.146484
	Iteration 6Q: 3 clusters Score -718604.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -718840.250000 Penalty: 2918.146484
	Iteration 7Q: 3 clusters Score -718840.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -719059.937500 Penalty: 2918.146484
	Iteration 8Q: 3 clusters Score -719059.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -719211.000000 Penalty: 2918.146484
	Iteration 9Q: 3 clusters Score -719211 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -719313.437500 Penalty: 2918.146484
	Iteration 10Q: 3 clusters Score -719313.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -719418.375000 Penalty: 2918.146484
	Iteration 11Q: 3 clusters Score -719418.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -719501.437500 Penalty: 2918.146484
	Iteration 12Q: 3 clusters Score -719501.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -719571.875000 Penalty: 2918.146484
	Iteration 13Q: 3 clusters Score -719571.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -719620.312500 Penalty: 2918.146484
	Iteration 14Q: 3 clusters Score -719620.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -719649.750000 Penalty: 2918.146484
	Iteration 15Q: 3 clusters Score -719649.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -719664.312500 Penalty: 2918.146484
	Iteration 16Q: 3 clusters Score -719664.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -719671.875000 Penalty: 2918.146484
	Iteration 17Q: 3 clusters Score -719671.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -719679.500000 Penalty: 2918.146484
	Iteration 18Q: 3 clusters Score -719679.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -719684.375000 Penalty: 2918.146484
	Iteration 19Q: 3 clusters Score -719684.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -719690.000000 Penalty: 2918.146484
	Iteration 20F: 3 clusters Score -719690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -719693.812500 Penalty: 2918.146484
	Iteration 21Q: 3 clusters Score -719693.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -719695.812500 Penalty: 2918.146484
	Iteration 22Q: 3 clusters Score -719695.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -719695.000000 Penalty: 2918.146484
	Iteration 23Q: 3 clusters Score -719695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -719697.000000 Penalty: 2918.146484
	Iteration 24Q: 3 clusters Score -719697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -719699.625000 Penalty: 2918.146484
	Iteration 25Q: 3 clusters Score -719699.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -719701.062500 Penalty: 2918.146484
	Iteration 26Q: 3 clusters Score -719701.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -719702.812500 Penalty: 2918.146484
	Iteration 27Q: 3 clusters Score -719702.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -719705.937500 Penalty: 2918.146484
	Iteration 28Q: 3 clusters Score -719705.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -719705.375000 Penalty: 2918.146484
	Iteration 29Q: 3 clusters Score -719705.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -719705.437500 Penalty: 2918.146484
	Iteration 30Q: 3 clusters Score -719705.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -719704.625000 Penalty: 2918.146484
	Iteration 31Q: 3 clusters Score -719704.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -719705.687500 Penalty: 2918.146484
	Iteration 32Q: 3 clusters Score -719705.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -719707.875000 Penalty: 2918.146484
	Iteration 33Q: 3 clusters Score -719707.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -719709.437500 Penalty: 2918.146484
	Iteration 34Q: 3 clusters Score -719709.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -719708.625000 Penalty: 2918.146484
	Iteration 35Q: 3 clusters Score -719708.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -719708.625000 Penalty: 2918.146484
	Iteration 36F: 3 clusters Score -719708.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Entering Unmasked Estep 
Score: -373473.718750 Penalty: 1366.633667
	Iteration 0F: 2 clusters Score -373473.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -369902.750000 Penalty: 2733.267334
	Iteration 0F: 3 clusters Score -369902.8 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -371979.500000 Penalty: 2733.267334
	Iteration 1F: 3 clusters Score -371979.5 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -373754.437500 Penalty: 2733.267334
	Iteration 2F: 3 clusters Score -373754.4 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -374767.156250 Penalty: 2733.267334
	Iteration 3F: 3 clusters Score -374767.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -375105.281250 Penalty: 2733.267334
	Iteration 4F: 3 clusters Score -375105.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -375242.562500 Penalty: 2733.267334
	Iteration 5Q: 3 clusters Score -375242.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -375324.593750 Penalty: 2733.267334
	Iteration 6Q: 3 clusters Score -375324.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -375400.593750 Penalty: 2733.267334
	Iteration 7Q: 3 clusters Score -375400.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -375463.968750 Penalty: 2733.267334
	Iteration 8Q: 3 clusters Score -375464 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -375493.343750 Penalty: 2733.267334
	Iteration 9Q: 3 clusters Score -375493.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -375504.750000 Penalty: 2733.267334
	Iteration 10Q: 3 clusters Score -375504.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -375513.906250 Penalty: 2733.267334
	Iteration 11Q: 3 clusters Score -375513.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -375518.031250 Penalty: 2733.267334
	Iteration 12Q: 3 clusters Score -375518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -375522.000000 Penalty: 2733.267334
	Iteration 13Q: 3 clusters Score -375522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -375523.031250 Penalty: 2733.267334
	Iteration 14Q: 3 clusters Score -375523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -375523.468750 Penalty: 2733.267334
	Iteration 15Q: 3 clusters Score -375523.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -375523.750000 Penalty: 2733.267334
	Iteration 16Q: 3 clusters Score -375523.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -375524.437500 Penalty: 2733.267334
	Iteration 17Q: 3 clusters Score -375524.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -375524.625000 Penalty: 2733.267334
	Iteration 18Q: 3 clusters Score -375524.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -375524.625000 Penalty: 2733.267334
	Iteration 19F: 3 clusters Score -375524.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 8407 members 
Mstep: Class 3 contains 64423 members 
Mstep: Class 4 contains 8928 members 
Mstep: Class 5 contains 1686 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 52354 members 
Mstep: Class 8 contains 2274 members 
Mstep: Class 9 contains 124360 members 
Mstep: Class 10 contains 5421 members 
Mstep: Class 11 contains 13313 members 
Mstep: Class 12 contains 60605 members 
Mstep: Class 13 contains 10826 members 
Mstep: Class 14 contains 35075 members 
Mstep: Class 15 contains 61058 members 
Mstep: Class 16 contains 60379 members 
Mstep: Class 17 contains 41809 members 
Mstep: Class 18 contains 5329 members 
Mstep: Class 19 contains 68063 members 
Mstep: Class 20 contains 20826 members 
Mstep: Class 21 contains 14460 members 
Mstep: Class 22 contains 8422 members 
Mstep: Class 23 contains 26590 members 
Mstep: Class 24 contains 1330 members 
Mstep: Class 25 contains 7934 members 
Mstep: Class 26 contains 1434 members 
Mstep: Class 27 contains 12785 members 
Mstep: Class 28 contains 3823 members 
Mstep: Class 29 contains 10944 members 
Mstep: Class 30 contains 100932 members 
Mstep: Class 31 contains 5640 members 
Mstep: Class 32 contains 1776 members 
Mstep: Class 33 contains 1905 members 
Mstep: Class 34 contains 393 members 
Mstep: Class 35 contains 533 members 
Mstep: Class 36 contains 95634 members 
Mstep: Class 37 contains 2235 members 
Mstep: Class 38 contains 2409 members 
Mstep: Class 39 contains 2424 members 
Mstep: Class 40 contains 3058 members 
Entering Unmasked Estep 
Score: -84444200.000000 Penalty: 89524.148438
Splitting cluster 26 changes total score from -84441856.000000 to -84444200.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 27 (12785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Entering Unmasked Estep 
Score: -1186375.375000 Penalty: 1536.604492
	Iteration 0F: 2 clusters Score -1186375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1177396.625000 Penalty: 3073.208984
	Iteration 0F: 3 clusters Score -1177397 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1180608.875000 Penalty: 3073.208984
	Iteration 1F: 3 clusters Score -1180609 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1180988.000000 Penalty: 3073.208984
	Iteration 2F: 3 clusters Score -1180988 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1181301.125000 Penalty: 3073.208984
	Iteration 3F: 3 clusters Score -1181301 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1181566.000000 Penalty: 3073.208984
	Iteration 4Q: 3 clusters Score -1181566 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1181847.625000 Penalty: 3073.208984
	Iteration 5Q: 3 clusters Score -1181848 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1182150.375000 Penalty: 3073.208984
	Iteration 6Q: 3 clusters Score -1182150 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1182438.000000 Penalty: 3073.208984
	Iteration 7Q: 3 clusters Score -1182438 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1182687.875000 Penalty: 3073.208984
	Iteration 8Q: 3 clusters Score -1182688 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1182945.000000 Penalty: 3073.208984
	Iteration 9Q: 3 clusters Score -1182945 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1183207.000000 Penalty: 3073.208984
	Iteration 10Q: 3 clusters Score -1183207 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1183475.750000 Penalty: 3073.208984
	Iteration 11Q: 3 clusters Score -1183476 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1183750.000000 Penalty: 3073.208984
	Iteration 12Q: 3 clusters Score -1183750 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1183983.875000 Penalty: 3073.208984
	Iteration 13Q: 3 clusters Score -1183984 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1184163.250000 Penalty: 3073.208984
	Iteration 14Q: 3 clusters Score -1184163 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1184265.500000 Penalty: 3073.208984
	Iteration 15Q: 3 clusters Score -1184266 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1184332.375000 Penalty: 3073.208984
	Iteration 16Q: 3 clusters Score -1184332 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1184392.125000 Penalty: 3073.208984
	Iteration 17Q: 3 clusters Score -1184392 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1184428.750000 Penalty: 3073.208984
	Iteration 18Q: 3 clusters Score -1184429 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1184474.625000 Penalty: 3073.208984
	Iteration 19Q: 3 clusters Score -1184475 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1184513.375000 Penalty: 3073.208984
	Iteration 20F: 3 clusters Score -1184513 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1184538.000000 Penalty: 3073.208984
	Iteration 21Q: 3 clusters Score -1184538 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1184568.875000 Penalty: 3073.208984
	Iteration 22Q: 3 clusters Score -1184569 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1184600.375000 Penalty: 3073.208984
	Iteration 23Q: 3 clusters Score -1184600 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1184627.750000 Penalty: 3073.208984
	Iteration 24Q: 3 clusters Score -1184628 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1184652.250000 Penalty: 3073.208984
	Iteration 25Q: 3 clusters Score -1184652 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1184665.625000 Penalty: 3073.208984
	Iteration 26Q: 3 clusters Score -1184666 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1184678.500000 Penalty: 3073.208984
	Iteration 27Q: 3 clusters Score -1184678 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1184691.625000 Penalty: 3073.208984
	Iteration 28Q: 3 clusters Score -1184692 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1184707.750000 Penalty: 3073.208984
	Iteration 29Q: 3 clusters Score -1184708 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1184721.000000 Penalty: 3073.208984
	Iteration 30Q: 3 clusters Score -1184721 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1184737.125000 Penalty: 3073.208984
	Iteration 31Q: 3 clusters Score -1184737 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1184750.500000 Penalty: 3073.208984
	Iteration 32Q: 3 clusters Score -1184750 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1184759.625000 Penalty: 3073.208984
	Iteration 33Q: 3 clusters Score -1184760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1184771.500000 Penalty: 3073.208984
	Iteration 34Q: 3 clusters Score -1184772 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1184779.625000 Penalty: 3073.208984
	Iteration 35Q: 3 clusters Score -1184780 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1184790.125000 Penalty: 3073.208984
	Iteration 36Q: 3 clusters Score -1184790 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1184800.125000 Penalty: 3073.208984
	Iteration 37Q: 3 clusters Score -1184800 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1184808.750000 Penalty: 3073.208984
	Iteration 38Q: 3 clusters Score -1184809 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1184820.250000 Penalty: 3073.208984
	Iteration 39Q: 3 clusters Score -1184820 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1184831.500000 Penalty: 3073.208984
	Iteration 40F: 3 clusters Score -1184832 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1184840.625000 Penalty: 3073.208984
	Iteration 41Q: 3 clusters Score -1184841 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1184851.000000 Penalty: 3073.208984
	Iteration 42Q: 3 clusters Score -1184851 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1184860.000000 Penalty: 3073.208984
	Iteration 43Q: 3 clusters Score -1184860 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1184870.250000 Penalty: 3073.208984
	Iteration 44Q: 3 clusters Score -1184870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1184877.125000 Penalty: 3073.208984
	Iteration 45Q: 3 clusters Score -1184877 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1184882.375000 Penalty: 3073.208984
	Iteration 46Q: 3 clusters Score -1184882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1184891.875000 Penalty: 3073.208984
	Iteration 47Q: 3 clusters Score -1184892 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1184903.375000 Penalty: 3073.208984
	Iteration 48Q: 3 clusters Score -1184903 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1184911.500000 Penalty: 3073.208984
	Iteration 49Q: 3 clusters Score -1184912 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1184923.875000 Penalty: 3073.208984
	Iteration 50Q: 3 clusters Score -1184924 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1184930.875000 Penalty: 3073.208984
	Iteration 51Q: 3 clusters Score -1184931 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1184939.125000 Penalty: 3073.208984
	Iteration 52Q: 3 clusters Score -1184939 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1184948.375000 Penalty: 3073.208984
	Iteration 53Q: 3 clusters Score -1184948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1184958.250000 Penalty: 3073.208984
	Iteration 54Q: 3 clusters Score -1184958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1184965.375000 Penalty: 3073.208984
	Iteration 55Q: 3 clusters Score -1184965 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1184978.250000 Penalty: 3073.208984
	Iteration 56Q: 3 clusters Score -1184978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1184987.750000 Penalty: 3073.208984
	Iteration 57Q: 3 clusters Score -1184988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1184989.125000 Penalty: 3073.208984
	Iteration 58Q: 3 clusters Score -1184989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1184996.625000 Penalty: 3073.208984
	Iteration 59Q: 3 clusters Score -1184997 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1184998.750000 Penalty: 3073.208984
	Iteration 60F: 3 clusters Score -1184999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1185004.000000 Penalty: 3073.208984
	Iteration 61Q: 3 clusters Score -1185004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1185010.500000 Penalty: 3073.208984
	Iteration 62Q: 3 clusters Score -1185010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1185017.500000 Penalty: 3073.208984
	Iteration 63Q: 3 clusters Score -1185018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1185016.750000 Penalty: 3073.208984
	Iteration 64Q: 3 clusters Score -1185017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1185020.500000 Penalty: 3073.208984
	Iteration 65Q: 3 clusters Score -1185020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1185024.375000 Penalty: 3073.208984
	Iteration 66Q: 3 clusters Score -1185024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1185027.250000 Penalty: 3073.208984
	Iteration 67Q: 3 clusters Score -1185027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1185030.125000 Penalty: 3073.208984
	Iteration 68Q: 3 clusters Score -1185030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1185033.000000 Penalty: 3073.208984
	Iteration 69Q: 3 clusters Score -1185033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1185032.375000 Penalty: 3073.208984
	Iteration 70Q: 3 clusters Score -1185032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1185032.500000 Penalty: 3073.208984
	Iteration 71Q: 3 clusters Score -1185032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1185035.000000 Penalty: 3073.208984
	Iteration 72Q: 3 clusters Score -1185035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1185034.000000 Penalty: 3073.208984
	Iteration 73Q: 3 clusters Score -1185034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1185037.125000 Penalty: 3073.208984
	Iteration 74Q: 3 clusters Score -1185037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1185034.625000 Penalty: 3073.208984
	Iteration 75Q: 3 clusters Score -1185035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1185036.375000 Penalty: 3073.208984
	Iteration 76Q: 3 clusters Score -1185036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1185042.125000 Penalty: 3073.208984
	Iteration 77Q: 3 clusters Score -1185042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1185047.750000 Penalty: 3073.208984
	Iteration 78Q: 3 clusters Score -1185048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1185053.250000 Penalty: 3073.208984
	Iteration 79Q: 3 clusters Score -1185053 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1185060.750000 Penalty: 3073.208984
	Iteration 80F: 3 clusters Score -1185061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1185068.125000 Penalty: 3073.208984
	Iteration 81Q: 3 clusters Score -1185068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1185079.875000 Penalty: 3073.208984
	Iteration 82Q: 3 clusters Score -1185080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1185081.250000 Penalty: 3073.208984
	Iteration 83Q: 3 clusters Score -1185081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1185081.625000 Penalty: 3073.208984
	Iteration 84Q: 3 clusters Score -1185082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1185085.750000 Penalty: 3073.208984
	Iteration 85Q: 3 clusters Score -1185086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1185087.125000 Penalty: 3073.208984
	Iteration 86Q: 3 clusters Score -1185087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1185090.875000 Penalty: 3073.208984
	Iteration 87Q: 3 clusters Score -1185091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1185091.000000 Penalty: 3073.208984
	Iteration 88Q: 3 clusters Score -1185091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1185091.625000 Penalty: 3073.208984
	Iteration 89Q: 3 clusters Score -1185092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1185097.125000 Penalty: 3073.208984
	Iteration 90Q: 3 clusters Score -1185097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1185099.250000 Penalty: 3073.208984
	Iteration 91Q: 3 clusters Score -1185099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1185102.625000 Penalty: 3073.208984
	Iteration 92Q: 3 clusters Score -1185103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1185102.500000 Penalty: 3073.208984
	Iteration 93Q: 3 clusters Score -1185102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1185104.250000 Penalty: 3073.208984
	Iteration 94Q: 3 clusters Score -1185104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1185105.375000 Penalty: 3073.208984
	Iteration 95Q: 3 clusters Score -1185105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1185104.625000 Penalty: 3073.208984
	Iteration 96Q: 3 clusters Score -1185105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1185104.875000 Penalty: 3073.208984
	Iteration 97Q: 3 clusters Score -1185105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1185104.625000 Penalty: 3073.208984
	Iteration 98Q: 3 clusters Score -1185105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1185106.625000 Penalty: 3073.208984
	Iteration 99Q: 3 clusters Score -1185107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1185106.750000 Penalty: 3073.208984
	Iteration 100F: 3 clusters Score -1185107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1185106.875000 Penalty: 3073.208984
	Iteration 101Q: 3 clusters Score -1185107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1185108.125000 Penalty: 3073.208984
	Iteration 102Q: 3 clusters Score -1185108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1185108.125000 Penalty: 3073.208984
	Iteration 103F: 3 clusters Score -1185108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Entering Unmasked Estep 
Score: -324240.937500 Penalty: 1340.428467
	Iteration 0F: 2 clusters Score -324240.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -321050.437500 Penalty: 2680.856934
	Iteration 0F: 3 clusters Score -321050.4 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -322198.750000 Penalty: 2680.856934
	Iteration 1F: 3 clusters Score -322198.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -322825.000000 Penalty: 2680.856934
	Iteration 2F: 3 clusters Score -322825 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -323457.281250 Penalty: 2680.856934
	Iteration 3F: 3 clusters Score -323457.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -323986.375000 Penalty: 2680.856934
	Iteration 4F: 3 clusters Score -323986.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -324408.062500 Penalty: 2680.856934
	Iteration 5F: 3 clusters Score -324408.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -324602.593750 Penalty: 2680.856934
	Iteration 6Q: 3 clusters Score -324602.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -324699.687500 Penalty: 2680.856934
	Iteration 7Q: 3 clusters Score -324699.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -324750.062500 Penalty: 2680.856934
	Iteration 8Q: 3 clusters Score -324750.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -324777.312500 Penalty: 2680.856934
	Iteration 9Q: 3 clusters Score -324777.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -324789.125000 Penalty: 2680.856934
	Iteration 10Q: 3 clusters Score -324789.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -324795.437500 Penalty: 2680.856934
	Iteration 11Q: 3 clusters Score -324795.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -324800.718750 Penalty: 2680.856934
	Iteration 12Q: 3 clusters Score -324800.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -324805.375000 Penalty: 2680.856934
	Iteration 13Q: 3 clusters Score -324805.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -324807.125000 Penalty: 2680.856934
	Iteration 14Q: 3 clusters Score -324807.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -324810.343750 Penalty: 2680.856934
	Iteration 15Q: 3 clusters Score -324810.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -324814.312500 Penalty: 2680.856934
	Iteration 16Q: 3 clusters Score -324814.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -324814.468750 Penalty: 2680.856934
	Iteration 17Q: 3 clusters Score -324814.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -324814.468750 Penalty: 2680.856934
	Iteration 18F: 3 clusters Score -324814.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 8407 members 
Mstep: Class 3 contains 64423 members 
Mstep: Class 4 contains 8928 members 
Mstep: Class 5 contains 1686 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 52354 members 
Mstep: Class 8 contains 2274 members 
Mstep: Class 9 contains 124360 members 
Mstep: Class 10 contains 5421 members 
Mstep: Class 11 contains 13313 members 
Mstep: Class 12 contains 60605 members 
Mstep: Class 13 contains 10826 members 
Mstep: Class 14 contains 35075 members 
Mstep: Class 15 contains 61058 members 
Mstep: Class 16 contains 60379 members 
Mstep: Class 17 contains 41809 members 
Mstep: Class 18 contains 5329 members 
Mstep: Class 19 contains 68063 members 
Mstep: Class 20 contains 20826 members 
Mstep: Class 21 contains 14460 members 
Mstep: Class 22 contains 8422 members 
Mstep: Class 23 contains 26590 members 
Mstep: Class 24 contains 1330 members 
Mstep: Class 25 contains 7934 members 
Mstep: Class 26 contains 1434 members 
Mstep: Class 27 contains 12785 members 
Mstep: Class 28 contains 1029 members 
Mstep: Class 29 contains 10944 members 
Mstep: Class 30 contains 100932 members 
Mstep: Class 31 contains 5640 members 
Mstep: Class 32 contains 1776 members 
Mstep: Class 33 contains 1905 members 
Mstep: Class 34 contains 393 members 
Mstep: Class 35 contains 533 members 
Mstep: Class 36 contains 95634 members 
Mstep: Class 37 contains 2235 members 
Mstep: Class 38 contains 2409 members 
Mstep: Class 39 contains 2424 members 
Mstep: Class 40 contains 3058 members 
Mstep: Class 41 contains 2794 members 
Entering Unmasked Estep 
Score: -84443968.000000 Penalty: 91762.257812
Splitting cluster 28 changes total score from -84441856.000000 to -84443968.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 29 (10944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Entering Unmasked Estep 
Score: -1014454.812500 Penalty: 1511.338867
	Iteration 0F: 2 clusters Score -1014455 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 5505 members 
Entering Unmasked Estep 
Score: -1006674.500000 Penalty: 3022.677734
	Iteration 0F: 3 clusters Score -1006674 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1009126.250000 Penalty: 3022.677734
	Iteration 1F: 3 clusters Score -1009126 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1009367.187500 Penalty: 3022.677734
	Iteration 2F: 3 clusters Score -1009367 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1009574.062500 Penalty: 3022.677734
	Iteration 3Q: 3 clusters Score -1009574 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1009761.562500 Penalty: 3022.677734
	Iteration 4Q: 3 clusters Score -1009762 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1009998.500000 Penalty: 3022.677734
	Iteration 5Q: 3 clusters Score -1009998 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1010296.687500 Penalty: 3022.677734
	Iteration 6Q: 3 clusters Score -1010297 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1010669.062500 Penalty: 3022.677734
	Iteration 7F: 3 clusters Score -1010669 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1011082.187500 Penalty: 3022.677734
	Iteration 8F: 3 clusters Score -1011082 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1011522.750000 Penalty: 3022.677734
	Iteration 9F: 3 clusters Score -1011523 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1011967.187500 Penalty: 3022.677734
	Iteration 10F: 3 clusters Score -1011967 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1012318.687500 Penalty: 3022.677734
	Iteration 11Q: 3 clusters Score -1012319 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1012569.187500 Penalty: 3022.677734
	Iteration 12Q: 3 clusters Score -1012569 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1012739.812500 Penalty: 3022.677734
	Iteration 13Q: 3 clusters Score -1012740 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1012882.125000 Penalty: 3022.677734
	Iteration 14Q: 3 clusters Score -1012882 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1012994.812500 Penalty: 3022.677734
	Iteration 15Q: 3 clusters Score -1012995 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1013057.625000 Penalty: 3022.677734
	Iteration 16Q: 3 clusters Score -1013058 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1013102.000000 Penalty: 3022.677734
	Iteration 17Q: 3 clusters Score -1013102 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1013125.500000 Penalty: 3022.677734
	Iteration 18Q: 3 clusters Score -1013126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1013143.937500 Penalty: 3022.677734
	Iteration 19Q: 3 clusters Score -1013144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1013160.312500 Penalty: 3022.677734
	Iteration 20F: 3 clusters Score -1013160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1013174.437500 Penalty: 3022.677734
	Iteration 21Q: 3 clusters Score -1013174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1013181.000000 Penalty: 3022.677734
	Iteration 22Q: 3 clusters Score -1013181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1013185.937500 Penalty: 3022.677734
	Iteration 23Q: 3 clusters Score -1013186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1013192.687500 Penalty: 3022.677734
	Iteration 24Q: 3 clusters Score -1013193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1013203.125000 Penalty: 3022.677734
	Iteration 25Q: 3 clusters Score -1013203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1013206.125000 Penalty: 3022.677734
	Iteration 26Q: 3 clusters Score -1013206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1013211.000000 Penalty: 3022.677734
	Iteration 27Q: 3 clusters Score -1013211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1013214.875000 Penalty: 3022.677734
	Iteration 28Q: 3 clusters Score -1013215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1013215.937500 Penalty: 3022.677734
	Iteration 29Q: 3 clusters Score -1013216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1013218.500000 Penalty: 3022.677734
	Iteration 30Q: 3 clusters Score -1013218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1013221.000000 Penalty: 3022.677734
	Iteration 31Q: 3 clusters Score -1013221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1013221.125000 Penalty: 3022.677734
	Iteration 32Q: 3 clusters Score -1013221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1013221.750000 Penalty: 3022.677734
	Iteration 33Q: 3 clusters Score -1013222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1013221.750000 Penalty: 3022.677734
	Iteration 34F: 3 clusters Score -1013222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (100932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100932 members 
Entering Unmasked Estep 
Score: -9287578.000000 Penalty: 1872.357910
	Iteration 0F: 2 clusters Score -9287578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -9219801.000000 Penalty: 3744.715820
	Iteration 0F: 3 clusters Score -9219801 nChanged 48258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55635 members 
Mstep: Class 2 contains 45297 members 
Entering Unmasked Estep 
Score: -9248348.000000 Penalty: 3744.715820
	Iteration 1F: 3 clusters Score -9248348 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58838 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -9249661.000000 Penalty: 3744.715820
	Iteration 2Q: 3 clusters Score -9249661 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63847 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -9252103.000000 Penalty: 3744.715820
	Iteration 3F: 3 clusters Score -9252103 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71043 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -9256905.000000 Penalty: 3744.715820
	Iteration 4F: 3 clusters Score -9256905 nChanged 9345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80386 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -9264876.000000 Penalty: 3744.715820
	Iteration 5F: 3 clusters Score -9264876 nChanged 9680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90064 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -9274679.000000 Penalty: 3744.715820
	Iteration 6F: 3 clusters Score -9274679 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96883 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -9281903.000000 Penalty: 3744.715820
	Iteration 7F: 3 clusters Score -9281903 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99729 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -9284716.000000 Penalty: 3744.715820
	Iteration 8Q: 3 clusters Score -9284716 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100560 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9285541.000000 Penalty: 3744.715820
	Iteration 9Q: 3 clusters Score -9285541 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100736 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -9285783.000000 Penalty: 3744.715820
	Iteration 10Q: 3 clusters Score -9285783 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100770 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -9285880.000000 Penalty: 3744.715820
	Iteration 11Q: 3 clusters Score -9285880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100780 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -9285911.000000 Penalty: 3744.715820
	Iteration 12Q: 3 clusters Score -9285911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100783 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -9285926.000000 Penalty: 3744.715820
	Iteration 13Q: 3 clusters Score -9285926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100781 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9285931.000000 Penalty: 3744.715820
	Iteration 14Q: 3 clusters Score -9285931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100781 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9285939.000000 Penalty: 3744.715820
	Iteration 15Q: 3 clusters Score -9285939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100782 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -9285937.000000 Penalty: 3744.715820
	Iteration 16Q: 3 clusters Score -9285937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100785 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9285943.000000 Penalty: 3744.715820
	Iteration 17Q: 3 clusters Score -9285943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100786 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9285948.000000 Penalty: 3744.715820
	Iteration 18Q: 3 clusters Score -9285948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100786 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9285956.000000 Penalty: 3744.715820
	Iteration 19Q: 3 clusters Score -9285956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100788 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9285954.000000 Penalty: 3744.715820
	Iteration 20F: 3 clusters Score -9285954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100790 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9285962.000000 Penalty: 3744.715820
	Iteration 21Q: 3 clusters Score -9285962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100790 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9285969.000000 Penalty: 3744.715820
	Iteration 22Q: 3 clusters Score -9285969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100790 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9285970.000000 Penalty: 3744.715820
	Iteration 23Q: 3 clusters Score -9285970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100790 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9285970.000000 Penalty: 3744.715820
	Iteration 24F: 3 clusters Score -9285970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Entering Unmasked Estep 
Score: -488700.437500 Penalty: 1403.616333
	Iteration 0F: 2 clusters Score -488700.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -484357.000000 Penalty: 2807.232666
	Iteration 0F: 3 clusters Score -484357 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -485765.187500 Penalty: 2807.232666
	Iteration 1F: 3 clusters Score -485765.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -486346.531250 Penalty: 2807.232666
	Iteration 2F: 3 clusters Score -486346.5 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -486862.937500 Penalty: 2807.232666
	Iteration 3F: 3 clusters Score -486862.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -487286.875000 Penalty: 2807.232666
	Iteration 4F: 3 clusters Score -487286.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -487644.406250 Penalty: 2807.232666
	Iteration 5F: 3 clusters Score -487644.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -487885.718750 Penalty: 2807.232666
	Iteration 6F: 3 clusters Score -487885.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -488003.187500 Penalty: 2807.232666
	Iteration 7Q: 3 clusters Score -488003.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -488075.656250 Penalty: 2807.232666
	Iteration 8Q: 3 clusters Score -488075.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -488113.062500 Penalty: 2807.232666
	Iteration 9Q: 3 clusters Score -488113.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -488145.281250 Penalty: 2807.232666
	Iteration 10Q: 3 clusters Score -488145.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -488175.281250 Penalty: 2807.232666
	Iteration 11Q: 3 clusters Score -488175.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -488207.968750 Penalty: 2807.232666
	Iteration 12Q: 3 clusters Score -488208 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -488237.062500 Penalty: 2807.232666
	Iteration 13Q: 3 clusters Score -488237.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -488252.156250 Penalty: 2807.232666
	Iteration 14Q: 3 clusters Score -488252.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -488263.312500 Penalty: 2807.232666
	Iteration 15Q: 3 clusters Score -488263.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -488280.437500 Penalty: 2807.232666
	Iteration 16Q: 3 clusters Score -488280.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -488307.812500 Penalty: 2807.232666
	Iteration 17Q: 3 clusters Score -488307.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -488342.343750 Penalty: 2807.232666
	Iteration 18Q: 3 clusters Score -488342.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -488385.500000 Penalty: 2807.232666
	Iteration 19Q: 3 clusters Score -488385.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -488433.218750 Penalty: 2807.232666
	Iteration 20F: 3 clusters Score -488433.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -488490.812500 Penalty: 2807.232666
	Iteration 21Q: 3 clusters Score -488490.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -488542.531250 Penalty: 2807.232666
	Iteration 22Q: 3 clusters Score -488542.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -488587.281250 Penalty: 2807.232666
	Iteration 23Q: 3 clusters Score -488587.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -488648.968750 Penalty: 2807.232666
	Iteration 24Q: 3 clusters Score -488649 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -488748.218750 Penalty: 2807.232666
	Iteration 25Q: 3 clusters Score -488748.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -488876.062500 Penalty: 2807.232666
	Iteration 26Q: 3 clusters Score -488876.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -488965.593750 Penalty: 2807.232666
	Iteration 27Q: 3 clusters Score -488965.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -488999.000000 Penalty: 2807.232666
	Iteration 28Q: 3 clusters Score -488999 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -489015.125000 Penalty: 2807.232666
	Iteration 29Q: 3 clusters Score -489015.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -489025.812500 Penalty: 2807.232666
	Iteration 30Q: 3 clusters Score -489025.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -489036.812500 Penalty: 2807.232666
	Iteration 31Q: 3 clusters Score -489036.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -489048.406250 Penalty: 2807.232666
	Iteration 32Q: 3 clusters Score -489048.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -489058.531250 Penalty: 2807.232666
	Iteration 33Q: 3 clusters Score -489058.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -489067.125000 Penalty: 2807.232666
	Iteration 34Q: 3 clusters Score -489067.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -489072.656250 Penalty: 2807.232666
	Iteration 35Q: 3 clusters Score -489072.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -489077.937500 Penalty: 2807.232666
	Iteration 36Q: 3 clusters Score -489077.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -489079.125000 Penalty: 2807.232666
	Iteration 37Q: 3 clusters Score -489079.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -489079.562500 Penalty: 2807.232666
	Iteration 38Q: 3 clusters Score -489079.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -489079.718750 Penalty: 2807.232666
	Iteration 39Q: 3 clusters Score -489079.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -489081.250000 Penalty: 2807.232666
	Iteration 40F: 3 clusters Score -489081.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -489081.093750 Penalty: 2807.232666
	Iteration 41Q: 3 clusters Score -489081.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -489081.093750 Penalty: 2807.232666
	Iteration 42Q: 3 clusters Score -489081.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -489081.093750 Penalty: 2807.232666
	Iteration 43F: 3 clusters Score -489081.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 8407 members 
Mstep: Class 3 contains 64423 members 
Mstep: Class 4 contains 8928 members 
Mstep: Class 5 contains 1686 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 52354 members 
Mstep: Class 8 contains 2274 members 
Mstep: Class 9 contains 124360 members 
Mstep: Class 10 contains 5421 members 
Mstep: Class 11 contains 13313 members 
Mstep: Class 12 contains 60605 members 
Mstep: Class 13 contains 10826 members 
Mstep: Class 14 contains 35075 members 
Mstep: Class 15 contains 61058 members 
Mstep: Class 16 contains 60379 members 
Mstep: Class 17 contains 41809 members 
Mstep: Class 18 contains 5329 members 
Mstep: Class 19 contains 68063 members 
Mstep: Class 20 contains 20826 members 
Mstep: Class 21 contains 14460 members 
Mstep: Class 22 contains 8422 members 
Mstep: Class 23 contains 26590 members 
Mstep: Class 24 contains 1330 members 
Mstep: Class 25 contains 7934 members 
Mstep: Class 26 contains 1434 members 
Mstep: Class 27 contains 12785 members 
Mstep: Class 28 contains 1029 members 
Mstep: Class 29 contains 10944 members 
Mstep: Class 30 contains 100932 members 
Mstep: Class 31 contains 3211 members 
Mstep: Class 32 contains 1776 members 
Mstep: Class 33 contains 1905 members 
Mstep: Class 34 contains 393 members 
Mstep: Class 35 contains 533 members 
Mstep: Class 36 contains 95634 members 
Mstep: Class 37 contains 2235 members 
Mstep: Class 38 contains 2409 members 
Mstep: Class 39 contains 2424 members 
Mstep: Class 40 contains 3058 members 
Mstep: Class 41 contains 2794 members 
Mstep: Class 42 contains 2429 members 
Entering Unmasked Estep 
Score: -84443424.000000 Penalty: 94000.359375
Splitting cluster 31 changes total score from -84441856.000000 to -84443424.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 32 (1776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Entering Unmasked Estep 
Score: -143354.656250 Penalty: 1215.844360
	Iteration 0F: 2 clusters Score -143354.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -141492.531250 Penalty: 2431.688721
	Iteration 0F: 3 clusters Score -141492.5 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -142209.546875 Penalty: 2431.688721
	Iteration 1F: 3 clusters Score -142209.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -142522.968750 Penalty: 2431.688721
	Iteration 2F: 3 clusters Score -142523 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -142695.796875 Penalty: 2431.688721
	Iteration 3F: 3 clusters Score -142695.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -142821.921875 Penalty: 2431.688721
	Iteration 4F: 3 clusters Score -142821.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -142910.843750 Penalty: 2431.688721
	Iteration 5Q: 3 clusters Score -142910.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -142973.890625 Penalty: 2431.688721
	Iteration 6Q: 3 clusters Score -142973.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -143022.015625 Penalty: 2431.688721
	Iteration 7Q: 3 clusters Score -143022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -143059.031250 Penalty: 2431.688721
	Iteration 8Q: 3 clusters Score -143059 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -143101.828125 Penalty: 2431.688721
	Iteration 9Q: 3 clusters Score -143101.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -143176.843750 Penalty: 2431.688721
	Iteration 10Q: 3 clusters Score -143176.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -143245.281250 Penalty: 2431.688721
	Iteration 11Q: 3 clusters Score -143245.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -143263.687500 Penalty: 2431.688721
	Iteration 12Q: 3 clusters Score -143263.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -143273.234375 Penalty: 2431.688721
	Iteration 13Q: 3 clusters Score -143273.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -143281.046875 Penalty: 2431.688721
	Iteration 14Q: 3 clusters Score -143281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -143283.015625 Penalty: 2431.688721
	Iteration 15Q: 3 clusters Score -143283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -143284.437500 Penalty: 2431.688721
	Iteration 16Q: 3 clusters Score -143284.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -143284.437500 Penalty: 2431.688721
	Iteration 17F: 3 clusters Score -143284.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Entering Unmasked Estep 
Score: -162803.078125 Penalty: 1227.238647
	Iteration 0F: 2 clusters Score -162803.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -160810.281250 Penalty: 2454.477295
	Iteration 0F: 3 clusters Score -160810.3 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -161296.265625 Penalty: 2454.477295
	Iteration 1F: 3 clusters Score -161296.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -161491.296875 Penalty: 2454.477295
	Iteration 2F: 3 clusters Score -161491.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -161749.843750 Penalty: 2454.477295
	Iteration 3F: 3 clusters Score -161749.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -162066.937500 Penalty: 2454.477295
	Iteration 4F: 3 clusters Score -162066.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -162326.359375 Penalty: 2454.477295
	Iteration 5F: 3 clusters Score -162326.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -162654.218750 Penalty: 2454.477295
	Iteration 6F: 3 clusters Score -162654.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -162950.953125 Penalty: 2454.477295
	Iteration 7F: 3 clusters Score -162951 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -163069.750000 Penalty: 2454.477295
	Iteration 8Q: 3 clusters Score -163069.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -163121.453125 Penalty: 2454.477295
	Iteration 9Q: 3 clusters Score -163121.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -163137.968750 Penalty: 2454.477295
	Iteration 10Q: 3 clusters Score -163138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -163149.203125 Penalty: 2454.477295
	Iteration 11Q: 3 clusters Score -163149.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -163152.437500 Penalty: 2454.477295
	Iteration 12Q: 3 clusters Score -163152.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -163155.046875 Penalty: 2454.477295
	Iteration 13Q: 3 clusters Score -163155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -163156.703125 Penalty: 2454.477295
	Iteration 14Q: 3 clusters Score -163156.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -163156.703125 Penalty: 2454.477295
	Iteration 15F: 3 clusters Score -163156.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 8407 members 
Mstep: Class 3 contains 64423 members 
Mstep: Class 4 contains 8928 members 
Mstep: Class 5 contains 1686 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 52354 members 
Mstep: Class 8 contains 2274 members 
Mstep: Class 9 contains 124360 members 
Mstep: Class 10 contains 5421 members 
Mstep: Class 11 contains 13313 members 
Mstep: Class 12 contains 60605 members 
Mstep: Class 13 contains 10826 members 
Mstep: Class 14 contains 35075 members 
Mstep: Class 15 contains 61058 members 
Mstep: Class 16 contains 60379 members 
Mstep: Class 17 contains 41809 members 
Mstep: Class 18 contains 5329 members 
Mstep: Class 19 contains 68063 members 
Mstep: Class 20 contains 20826 members 
Mstep: Class 21 contains 14460 members 
Mstep: Class 22 contains 8422 members 
Mstep: Class 23 contains 26590 members 
Mstep: Class 24 contains 1330 members 
Mstep: Class 25 contains 7934 members 
Mstep: Class 26 contains 1434 members 
Mstep: Class 27 contains 12785 members 
Mstep: Class 28 contains 1029 members 
Mstep: Class 29 contains 10944 members 
Mstep: Class 30 contains 100932 members 
Mstep: Class 31 contains 3211 members 
Mstep: Class 32 contains 1776 members 
Mstep: Class 33 contains 970 members 
Mstep: Class 34 contains 393 members 
Mstep: Class 35 contains 533 members 
Mstep: Class 36 contains 95634 members 
Mstep: Class 37 contains 2235 members 
Mstep: Class 38 contains 2409 members 
Mstep: Class 39 contains 2424 members 
Mstep: Class 40 contains 3058 members 
Mstep: Class 41 contains 2794 members 
Mstep: Class 42 contains 2429 members 
Mstep: Class 43 contains 935 members 
Entering Unmasked Estep 
Score: -84442760.000000 Penalty: 96238.460938
Splitting cluster 33 changes total score from -84441856.000000 to -84442760.000000
So it's getting split into cluster 43.
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 8407 members 
Mstep: Class 3 contains 64423 members 
Mstep: Class 4 contains 8928 members 
Mstep: Class 5 contains 1686 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 52354 members 
Mstep: Class 8 contains 2274 members 
Mstep: Class 9 contains 124360 members 
Mstep: Class 10 contains 5421 members 
Mstep: Class 11 contains 13313 members 
Mstep: Class 12 contains 60605 members 
Mstep: Class 13 contains 10826 members 
Mstep: Class 14 contains 35075 members 
Mstep: Class 15 contains 61058 members 
Mstep: Class 16 contains 60379 members 
Mstep: Class 17 contains 41809 members 
Mstep: Class 18 contains 5329 members 
Mstep: Class 19 contains 68063 members 
Mstep: Class 20 contains 20826 members 
Mstep: Class 21 contains 14460 members 
Mstep: Class 22 contains 8422 members 
Mstep: Class 23 contains 26590 members 
Mstep: Class 24 contains 1330 members 
Mstep: Class 25 contains 7934 members 
Mstep: Class 26 contains 1434 members 
Mstep: Class 27 contains 12785 members 
Mstep: Class 28 contains 1029 members 
Mstep: Class 29 contains 10944 members 
Mstep: Class 30 contains 100932 members 
Mstep: Class 31 contains 3211 members 
Mstep: Class 32 contains 1776 members 
Mstep: Class 33 contains 970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84446688.000000 Penalty: 96238.460938
Iteration 79Q: 44 clusters Score -8.444669e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 8393 members 
Mstep: Class 3 contains 64336 members 
Mstep: Class 4 contains 8923 members 
Mstep: Class 5 contains 1694 members 
Mstep: Class 6 contains 1629 members 
Mstep: Class 7 contains 52353 members 
Mstep: Class 8 contains 2466 members 
Mstep: Class 9 contains 124511 members 
Mstep: Class 10 contains 5928 members 
Mstep: Class 11 contains 13410 members 
Mstep: Class 12 contains 60585 members 
Mstep: Class 13 contains 10869 members 
Mstep: Class 14 contains 34978 members 
Mstep: Class 15 contains 61009 members 
Mstep: Class 16 contains 60418 members 
Mstep: Class 17 contains 41777 members 
Mstep: Class 18 contains 5726 members 
Mstep: Class 19 contains 68210 members 
Mstep: Class 20 contains 21044 members 
Mstep: Class 21 contains 14467 members 
Mstep: Class 22 contains 8458 members 
Mstep: Class 23 contains 26761 members 
Mstep: Class 24 contains 1454 members 
Mstep: Class 25 contains 7949 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 12879 members 
Mstep: Class 28 contains 1109 members 
Mstep: Class 29 contains 10965 members 
Mstep: Class 30 contains 100554 members 
Mstep: Class 31 contains 3293 members 
Mstep: Class 32 contains 1750 members 
Mstep: Class 33 contains 949 members 
Mstep: Class 34 contains 397 members 
Mstep: Class 35 contains 479 members 
Mstep: Class 36 contains 94443 members 
Mstep: Class 37 contains 2327 members 
Mstep: Class 38 contains 2396 members 
Mstep: Class 39 contains 2189 members 
Mstep: Class 40 contains 2948 members 
Mstep: Class 41 contains 2688 members 
Mstep: Class 42 contains 2370 members 
Mstep: Class 43 contains 939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449800.000000 Penalty: 96238.460938
Iteration 80F: 44 clusters Score -8.44498e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 8377 members 
Mstep: Class 3 contains 64181 members 
Mstep: Class 4 contains 8912 members 
Mstep: Class 5 contains 1684 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 52357 members 
Mstep: Class 8 contains 2503 members 
Mstep: Class 9 contains 124492 members 
Mstep: Class 10 contains 6244 members 
Mstep: Class 11 contains 13349 members 
Mstep: Class 12 contains 60576 members 
Mstep: Class 13 contains 10847 members 
Mstep: Class 14 contains 34746 members 
Mstep: Class 15 contains 60955 members 
Mstep: Class 16 contains 60445 members 
Mstep: Class 17 contains 41750 members 
Mstep: Class 18 contains 5860 members 
Mstep: Class 19 contains 68236 members 
Mstep: Class 20 contains 20988 members 
Mstep: Class 21 contains 14464 members 
Mstep: Class 22 contains 8532 members 
Mstep: Class 23 contains 26812 members 
Mstep: Class 24 contains 1485 members 
Mstep: Class 25 contains 7835 members 
Mstep: Class 26 contains 1234 members 
Mstep: Class 27 contains 12856 members 
Mstep: Class 28 contains 1120 members 
Mstep: Class 29 contains 10951 members 
Mstep: Class 30 contains 100068 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 1738 members 
Mstep: Class 33 contains 948 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 498 members 
Mstep: Class 36 contains 94756 members 
Mstep: Class 37 contains 2407 members 
Mstep: Class 38 contains 2461 members 
Mstep: Class 39 contains 2242 members 
Mstep: Class 40 contains 2991 members 
Mstep: Class 41 contains 2761 members 
Mstep: Class 42 contains 2399 members 
Mstep: Class 43 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84451216.000000 Penalty: 96238.460938
Iteration 81Q: 44 clusters Score -8.445122e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 8375 members 
Mstep: Class 3 contains 64103 members 
Mstep: Class 4 contains 8902 members 
Mstep: Class 5 contains 1686 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 52352 members 
Mstep: Class 8 contains 2502 members 
Mstep: Class 9 contains 124492 members 
Mstep: Class 10 contains 6529 members 
Mstep: Class 11 contains 13282 members 
Mstep: Class 12 contains 60563 members 
Mstep: Class 13 contains 10825 members 
Mstep: Class 14 contains 34502 members 
Mstep: Class 15 contains 60921 members 
Mstep: Class 16 contains 60459 members 
Mstep: Class 17 contains 41731 members 
Mstep: Class 18 contains 5959 members 
Mstep: Class 19 contains 68285 members 
Mstep: Class 20 contains 20978 members 
Mstep: Class 21 contains 14462 members 
Mstep: Class 22 contains 8608 members 
Mstep: Class 23 contains 26915 members 
Mstep: Class 24 contains 1511 members 
Mstep: Class 25 contains 7751 members 
Mstep: Class 26 contains 1158 members 
Mstep: Class 27 contains 12874 members 
Mstep: Class 28 contains 1150 members 
Mstep: Class 29 contains 10947 members 
Mstep: Class 30 contains 99719 members 
Mstep: Class 31 contains 3366 members 
Mstep: Class 32 contains 1739 members 
Mstep: Class 33 contains 954 members 
Mstep: Class 34 contains 417 members 
Mstep: Class 35 contains 507 members 
Mstep: Class 36 contains 94849 members 
Mstep: Class 37 contains 2452 members 
Mstep: Class 38 contains 2507 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 3004 members 
Mstep: Class 41 contains 2776 members 
Mstep: Class 42 contains 2409 members 
Mstep: Class 43 contains 1029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84452008.000000 Penalty: 96238.460938
Iteration 82Q: 44 clusters Score -8.445201e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 8381 members 
Mstep: Class 3 contains 64051 members 
Mstep: Class 4 contains 8889 members 
Mstep: Class 5 contains 1694 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 52352 members 
Mstep: Class 8 contains 2496 members 
Mstep: Class 9 contains 124477 members 
Mstep: Class 10 contains 6787 members 
Mstep: Class 11 contains 13245 members 
Mstep: Class 12 contains 60549 members 
Mstep: Class 13 contains 10819 members 
Mstep: Class 14 contains 34303 members 
Mstep: Class 15 contains 60906 members 
Mstep: Class 16 contains 60487 members 
Mstep: Class 17 contains 41714 members 
Mstep: Class 18 contains 5979 members 
Mstep: Class 19 contains 68387 members 
Mstep: Class 20 contains 20966 members 
Mstep: Class 21 contains 14463 members 
Mstep: Class 22 contains 8644 members 
Mstep: Class 23 contains 27023 members 
Mstep: Class 24 contains 1532 members 
Mstep: Class 25 contains 7695 members 
Mstep: Class 26 contains 1106 members 
Mstep: Class 27 contains 12888 members 
Mstep: Class 28 contains 1168 members 
Mstep: Class 29 contains 10945 members 
Mstep: Class 30 contains 99405 members 
Mstep: Class 31 contains 3395 members 
Mstep: Class 32 contains 1736 members 
Mstep: Class 33 contains 965 members 
Mstep: Class 34 contains 408 members 
Mstep: Class 35 contains 504 members 
Mstep: Class 36 contains 94872 members 
Mstep: Class 37 contains 2489 members 
Mstep: Class 38 contains 2549 members 
Mstep: Class 39 contains 2239 members 
Mstep: Class 40 contains 3029 members 
Mstep: Class 41 contains 2786 members 
Mstep: Class 42 contains 2416 members 
Mstep: Class 43 contains 1052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84452784.000000 Penalty: 96238.460938
Iteration 83Q: 44 clusters Score -8.445278e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 8381 members 
Mstep: Class 3 contains 64018 members 
Mstep: Class 4 contains 8880 members 
Mstep: Class 5 contains 1698 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 52352 members 
Mstep: Class 8 contains 2485 members 
Mstep: Class 9 contains 124482 members 
Mstep: Class 10 contains 7000 members 
Mstep: Class 11 contains 13197 members 
Mstep: Class 12 contains 60535 members 
Mstep: Class 13 contains 10820 members 
Mstep: Class 14 contains 34155 members 
Mstep: Class 15 contains 60899 members 
Mstep: Class 16 contains 60532 members 
Mstep: Class 17 contains 41686 members 
Mstep: Class 18 contains 5975 members 
Mstep: Class 19 contains 68505 members 
Mstep: Class 20 contains 20956 members 
Mstep: Class 21 contains 14456 members 
Mstep: Class 22 contains 8685 members 
Mstep: Class 23 contains 27137 members 
Mstep: Class 24 contains 1548 members 
Mstep: Class 25 contains 7655 members 
Mstep: Class 26 contains 1070 members 
Mstep: Class 27 contains 12904 members 
Mstep: Class 28 contains 1179 members 
Mstep: Class 29 contains 10942 members 
Mstep: Class 30 contains 99106 members 
Mstep: Class 31 contains 3422 members 
Mstep: Class 32 contains 1736 members 
Mstep: Class 33 contains 968 members 
Mstep: Class 34 contains 403 members 
Mstep: Class 35 contains 500 members 
Mstep: Class 36 contains 94848 members 
Mstep: Class 37 contains 2545 members 
Mstep: Class 38 contains 2588 members 
Mstep: Class 39 contains 2235 members 
Mstep: Class 40 contains 3040 members 
Mstep: Class 41 contains 2789 members 
Mstep: Class 42 contains 2422 members 
Mstep: Class 43 contains 1062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453248.000000 Penalty: 96238.460938
Iteration 84Q: 44 clusters Score -8.445325e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 8381 members 
Mstep: Class 3 contains 64002 members 
Mstep: Class 4 contains 8873 members 
Mstep: Class 5 contains 1703 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 52352 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 124488 members 
Mstep: Class 10 contains 7218 members 
Mstep: Class 11 contains 13166 members 
Mstep: Class 12 contains 60538 members 
Mstep: Class 13 contains 10785 members 
Mstep: Class 14 contains 33998 members 
Mstep: Class 15 contains 60897 members 
Mstep: Class 16 contains 60569 members 
Mstep: Class 17 contains 41670 members 
Mstep: Class 18 contains 5975 members 
Mstep: Class 19 contains 68609 members 
Mstep: Class 20 contains 20954 members 
Mstep: Class 21 contains 14447 members 
Mstep: Class 22 contains 8693 members 
Mstep: Class 23 contains 27217 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 7627 members 
Mstep: Class 26 contains 1053 members 
Mstep: Class 27 contains 12934 members 
Mstep: Class 28 contains 1186 members 
Mstep: Class 29 contains 10943 members 
Mstep: Class 30 contains 98867 members 
Mstep: Class 31 contains 3445 members 
Mstep: Class 32 contains 1744 members 
Mstep: Class 33 contains 975 members 
Mstep: Class 34 contains 403 members 
Mstep: Class 35 contains 499 members 
Mstep: Class 36 contains 94790 members 
Mstep: Class 37 contains 2585 members 
Mstep: Class 38 contains 2629 members 
Mstep: Class 39 contains 2217 members 
Mstep: Class 40 contains 3048 members 
Mstep: Class 41 contains 2789 members 
Mstep: Class 42 contains 2428 members 
Mstep: Class 43 contains 1072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453392.000000 Penalty: 96238.460938
Iteration 85Q: 44 clusters Score -8.445339e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 8377 members 
Mstep: Class 3 contains 63997 members 
Mstep: Class 4 contains 8869 members 
Mstep: Class 5 contains 1709 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 52354 members 
Mstep: Class 8 contains 2454 members 
Mstep: Class 9 contains 124472 members 
Mstep: Class 10 contains 7422 members 
Mstep: Class 11 contains 13135 members 
Mstep: Class 12 contains 60535 members 
Mstep: Class 13 contains 10760 members 
Mstep: Class 14 contains 33834 members 
Mstep: Class 15 contains 60902 members 
Mstep: Class 16 contains 60628 members 
Mstep: Class 17 contains 41652 members 
Mstep: Class 18 contains 5977 members 
Mstep: Class 19 contains 68724 members 
Mstep: Class 20 contains 20933 members 
Mstep: Class 21 contains 14447 members 
Mstep: Class 22 contains 8731 members 
Mstep: Class 23 contains 27283 members 
Mstep: Class 24 contains 1580 members 
Mstep: Class 25 contains 7610 members 
Mstep: Class 26 contains 1035 members 
Mstep: Class 27 contains 12948 members 
Mstep: Class 28 contains 1186 members 
Mstep: Class 29 contains 10949 members 
Mstep: Class 30 contains 98635 members 
Mstep: Class 31 contains 3469 members 
Mstep: Class 32 contains 1741 members 
Mstep: Class 33 contains 978 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 494 members 
Mstep: Class 36 contains 94741 members 
Mstep: Class 37 contains 2624 members 
Mstep: Class 38 contains 2664 members 
Mstep: Class 39 contains 2206 members 
Mstep: Class 40 contains 3049 members 
Mstep: Class 41 contains 2788 members 
Mstep: Class 42 contains 2429 members 
Mstep: Class 43 contains 1081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453976.000000 Penalty: 96238.460938
Iteration 86Q: 44 clusters Score -8.445398e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 8375 members 
Mstep: Class 3 contains 63997 members 
Mstep: Class 4 contains 8868 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 1621 members 
Mstep: Class 7 contains 52354 members 
Mstep: Class 8 contains 2437 members 
Mstep: Class 9 contains 124474 members 
Mstep: Class 10 contains 7590 members 
Mstep: Class 11 contains 13108 members 
Mstep: Class 12 contains 60529 members 
Mstep: Class 13 contains 10723 members 
Mstep: Class 14 contains 33691 members 
Mstep: Class 15 contains 60909 members 
Mstep: Class 16 contains 60669 members 
Mstep: Class 17 contains 41629 members 
Mstep: Class 18 contains 5999 members 
Mstep: Class 19 contains 68846 members 
Mstep: Class 20 contains 20926 members 
Mstep: Class 21 contains 14438 members 
Mstep: Class 22 contains 8773 members 
Mstep: Class 23 contains 27333 members 
Mstep: Class 24 contains 1592 members 
Mstep: Class 25 contains 7599 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 12963 members 
Mstep: Class 28 contains 1185 members 
Mstep: Class 29 contains 10959 members 
Mstep: Class 30 contains 98429 members 
Mstep: Class 31 contains 3481 members 
Mstep: Class 32 contains 1742 members 
Mstep: Class 33 contains 977 members 
Mstep: Class 34 contains 402 members 
Mstep: Class 35 contains 490 members 
Mstep: Class 36 contains 94693 members 
Mstep: Class 37 contains 2657 members 
Mstep: Class 38 contains 2684 members 
Mstep: Class 39 contains 2198 members 
Mstep: Class 40 contains 3049 members 
Mstep: Class 41 contains 2788 members 
Mstep: Class 42 contains 2427 members 
Mstep: Class 43 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84454072.000000 Penalty: 96238.460938
Iteration 87Q: 44 clusters Score -8.445407e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 8374 members 
Mstep: Class 3 contains 63987 members 
Mstep: Class 4 contains 8867 members 
Mstep: Class 5 contains 1713 members 
Mstep: Class 6 contains 1620 members 
Mstep: Class 7 contains 52354 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 124493 members 
Mstep: Class 10 contains 7761 members 
Mstep: Class 11 contains 13087 members 
Mstep: Class 12 contains 60530 members 
Mstep: Class 13 contains 10686 members 
Mstep: Class 14 contains 33534 members 
Mstep: Class 15 contains 60908 members 
Mstep: Class 16 contains 60710 members 
Mstep: Class 17 contains 41616 members 
Mstep: Class 18 contains 6020 members 
Mstep: Class 19 contains 68969 members 
Mstep: Class 20 contains 20915 members 
Mstep: Class 21 contains 14427 members 
Mstep: Class 22 contains 8809 members 
Mstep: Class 23 contains 27389 members 
Mstep: Class 24 contains 1599 members 
Mstep: Class 25 contains 7586 members 
Mstep: Class 26 contains 1007 members 
Mstep: Class 27 contains 12975 members 
Mstep: Class 28 contains 1187 members 
Mstep: Class 29 contains 10969 members 
Mstep: Class 30 contains 98227 members 
Mstep: Class 31 contains 3483 members 
Mstep: Class 32 contains 1745 members 
Mstep: Class 33 contains 985 members 
Mstep: Class 34 contains 403 members 
Mstep: Class 35 contains 489 members 
Mstep: Class 36 contains 94661 members 
Mstep: Class 37 contains 2693 members 
Mstep: Class 38 contains 2697 members 
Mstep: Class 39 contains 2188 members 
Mstep: Class 40 contains 3050 members 
Mstep: Class 41 contains 2782 members 
Mstep: Class 42 contains 2427 members 
Mstep: Class 43 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84454272.000000 Penalty: 96238.460938
Iteration 88Q: 44 clusters Score -8.445427e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 8377 members 
Mstep: Class 3 contains 63986 members 
Mstep: Class 4 contains 8862 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 1620 members 
Mstep: Class 7 contains 52352 members 
Mstep: Class 8 contains 2407 members 
Mstep: Class 9 contains 124494 members 
Mstep: Class 10 contains 7897 members 
Mstep: Class 11 contains 13072 members 
Mstep: Class 12 contains 60524 members 
Mstep: Class 13 contains 10699 members 
Mstep: Class 14 contains 33387 members 
Mstep: Class 15 contains 60913 members 
Mstep: Class 16 contains 60733 members 
Mstep: Class 17 contains 41609 members 
Mstep: Class 18 contains 6026 members 
Mstep: Class 19 contains 69084 members 
Mstep: Class 20 contains 20906 members 
Mstep: Class 21 contains 14421 members 
Mstep: Class 22 contains 8847 members 
Mstep: Class 23 contains 27440 members 
Mstep: Class 24 contains 1603 members 
Mstep: Class 25 contains 7566 members 
Mstep: Class 26 contains 984 members 
Mstep: Class 27 contains 12979 members 
Mstep: Class 28 contains 1186 members 
Mstep: Class 29 contains 10981 members 
Mstep: Class 30 contains 98067 members 
Mstep: Class 31 contains 3488 members 
Mstep: Class 32 contains 1745 members 
Mstep: Class 33 contains 989 members 
Mstep: Class 34 contains 406 members 
Mstep: Class 35 contains 487 members 
Mstep: Class 36 contains 94612 members 
Mstep: Class 37 contains 2723 members 
Mstep: Class 38 contains 2711 members 
Mstep: Class 39 contains 2182 members 
Mstep: Class 40 contains 3054 members 
Mstep: Class 41 contains 2775 members 
Mstep: Class 42 contains 2427 members 
Mstep: Class 43 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84454616.000000 Penalty: 96238.460938
Iteration 89Q: 44 clusters Score -8.445462e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 8378 members 
Mstep: Class 3 contains 63969 members 
Mstep: Class 4 contains 8862 members 
Mstep: Class 5 contains 1713 members 
Mstep: Class 6 contains 1621 members 
Mstep: Class 7 contains 52350 members 
Mstep: Class 8 contains 2388 members 
Mstep: Class 9 contains 124510 members 
Mstep: Class 10 contains 8012 members 
Mstep: Class 11 contains 13060 members 
Mstep: Class 12 contains 60523 members 
Mstep: Class 13 contains 10724 members 
Mstep: Class 14 contains 33272 members 
Mstep: Class 15 contains 60913 members 
Mstep: Class 16 contains 60762 members 
Mstep: Class 17 contains 41594 members 
Mstep: Class 18 contains 6031 members 
Mstep: Class 19 contains 69201 members 
Mstep: Class 20 contains 20900 members 
Mstep: Class 21 contains 14417 members 
Mstep: Class 22 contains 8896 members 
Mstep: Class 23 contains 27491 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 7546 members 
Mstep: Class 26 contains 973 members 
Mstep: Class 27 contains 12984 members 
Mstep: Class 28 contains 1188 members 
Mstep: Class 29 contains 10991 members 
Mstep: Class 30 contains 97903 members 
Mstep: Class 31 contains 3498 members 
Mstep: Class 32 contains 1744 members 
Mstep: Class 33 contains 991 members 
Mstep: Class 34 contains 406 members 
Mstep: Class 35 contains 483 members 
Mstep: Class 36 contains 94528 members 
Mstep: Class 37 contains 2748 members 
Mstep: Class 38 contains 2726 members 
Mstep: Class 39 contains 2169 members 
Mstep: Class 40 contains 3057 members 
Mstep: Class 41 contains 2769 members 
Mstep: Class 42 contains 2429 members 
Mstep: Class 43 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84454512.000000 Penalty: 96238.460938
Iteration 90Q: 44 clusters Score -8.445451e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 8378 members 
Mstep: Class 3 contains 63974 members 
Mstep: Class 4 contains 8863 members 
Mstep: Class 5 contains 1714 members 
Mstep: Class 6 contains 1621 members 
Mstep: Class 7 contains 52349 members 
Mstep: Class 8 contains 2363 members 
Mstep: Class 9 contains 124535 members 
Mstep: Class 10 contains 8141 members 
Mstep: Class 11 contains 13047 members 
Mstep: Class 12 contains 60524 members 
Mstep: Class 13 contains 10737 members 
Mstep: Class 14 contains 33131 members 
Mstep: Class 15 contains 60907 members 
Mstep: Class 16 contains 60792 members 
Mstep: Class 17 contains 41590 members 
Mstep: Class 18 contains 6045 members 
Mstep: Class 19 contains 69313 members 
Mstep: Class 20 contains 20881 members 
Mstep: Class 21 contains 14412 members 
Mstep: Class 22 contains 8930 members 
Mstep: Class 23 contains 27533 members 
Mstep: Class 24 contains 1610 members 
Mstep: Class 25 contains 7536 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 12992 members 
Mstep: Class 28 contains 1187 members 
Mstep: Class 29 contains 10999 members 
Mstep: Class 30 contains 97762 members 
Mstep: Class 31 contains 3507 members 
Mstep: Class 32 contains 1738 members 
Mstep: Class 33 contains 990 members 
Mstep: Class 34 contains 408 members 
Mstep: Class 35 contains 480 members 
Mstep: Class 36 contains 94449 members 
Mstep: Class 37 contains 2774 members 
Mstep: Class 38 contains 2744 members 
Mstep: Class 39 contains 2153 members 
Mstep: Class 40 contains 3065 members 
Mstep: Class 41 contains 2767 members 
Mstep: Class 42 contains 2428 members 
Mstep: Class 43 contains 1113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84454648.000000 Penalty: 96238.460938
Iteration 91Q: 44 clusters Score -8.445465e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 8379 members 
Mstep: Class 3 contains 63972 members 
Mstep: Class 4 contains 8863 members 
Mstep: Class 5 contains 1713 members 
Mstep: Class 6 contains 1619 members 
Mstep: Class 7 contains 52348 members 
Mstep: Class 8 contains 2341 members 
Mstep: Class 9 contains 124549 members 
Mstep: Class 10 contains 8241 members 
Mstep: Class 11 contains 13034 members 
Mstep: Class 12 contains 60532 members 
Mstep: Class 13 contains 10756 members 
Mstep: Class 14 contains 32980 members 
Mstep: Class 15 contains 60899 members 
Mstep: Class 16 contains 60828 members 
Mstep: Class 17 contains 41590 members 
Mstep: Class 18 contains 6055 members 
Mstep: Class 19 contains 69431 members 
Mstep: Class 20 contains 20862 members 
Mstep: Class 21 contains 14407 members 
Mstep: Class 22 contains 8984 members 
Mstep: Class 23 contains 27570 members 
Mstep: Class 24 contains 1613 members 
Mstep: Class 25 contains 7532 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 13008 members 
Mstep: Class 28 contains 1185 members 
Mstep: Class 29 contains 10999 members 
Mstep: Class 30 contains 97636 members 
Mstep: Class 31 contains 3514 members 
Mstep: Class 32 contains 1733 members 
Mstep: Class 33 contains 988 members 
Mstep: Class 34 contains 410 members 
Mstep: Class 35 contains 481 members 
Mstep: Class 36 contains 94368 members 
Mstep: Class 37 contains 2801 members 
Mstep: Class 38 contains 2757 members 
Mstep: Class 39 contains 2143 members 
Mstep: Class 40 contains 3067 members 
Mstep: Class 41 contains 2765 members 
Mstep: Class 42 contains 2426 members 
Mstep: Class 43 contains 1114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84454888.000000 Penalty: 96238.460938
Iteration 92Q: 44 clusters Score -8.445489e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 8381 members 
Mstep: Class 3 contains 63976 members 
Mstep: Class 4 contains 8864 members 
Mstep: Class 5 contains 1711 members 
Mstep: Class 6 contains 1618 members 
Mstep: Class 7 contains 52346 members 
Mstep: Class 8 contains 2316 members 
Mstep: Class 9 contains 124564 members 
Mstep: Class 10 contains 8332 members 
Mstep: Class 11 contains 13027 members 
Mstep: Class 12 contains 60538 members 
Mstep: Class 13 contains 10779 members 
Mstep: Class 14 contains 32815 members 
Mstep: Class 15 contains 60897 members 
Mstep: Class 16 contains 60869 members 
Mstep: Class 17 contains 41577 members 
Mstep: Class 18 contains 6062 members 
Mstep: Class 19 contains 69566 members 
Mstep: Class 20 contains 20844 members 
Mstep: Class 21 contains 14403 members 
Mstep: Class 22 contains 9035 members 
Mstep: Class 23 contains 27588 members 
Mstep: Class 24 contains 1619 members 
Mstep: Class 25 contains 7523 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 13016 members 
Mstep: Class 28 contains 1182 members 
Mstep: Class 29 contains 10995 members 
Mstep: Class 30 contains 97533 members 
Mstep: Class 31 contains 3518 members 
Mstep: Class 32 contains 1733 members 
Mstep: Class 33 contains 988 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 481 members 
Mstep: Class 36 contains 94298 members 
Mstep: Class 37 contains 2816 members 
Mstep: Class 38 contains 2770 members 
Mstep: Class 39 contains 2135 members 
Mstep: Class 40 contains 3065 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 2428 members 
Mstep: Class 43 contains 1114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455064.000000 Penalty: 96238.460938
Iteration 93Q: 44 clusters Score -8.445506e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 8383 members 
Mstep: Class 3 contains 63978 members 
Mstep: Class 4 contains 8865 members 
Mstep: Class 5 contains 1711 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 52344 members 
Mstep: Class 8 contains 2293 members 
Mstep: Class 9 contains 124569 members 
Mstep: Class 10 contains 8411 members 
Mstep: Class 11 contains 13010 members 
Mstep: Class 12 contains 60545 members 
Mstep: Class 13 contains 10837 members 
Mstep: Class 14 contains 32649 members 
Mstep: Class 15 contains 60896 members 
Mstep: Class 16 contains 60888 members 
Mstep: Class 17 contains 41569 members 
Mstep: Class 18 contains 6071 members 
Mstep: Class 19 contains 69698 members 
Mstep: Class 20 contains 20846 members 
Mstep: Class 21 contains 14402 members 
Mstep: Class 22 contains 9084 members 
Mstep: Class 23 contains 27595 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 7521 members 
Mstep: Class 26 contains 924 members 
Mstep: Class 27 contains 13024 members 
Mstep: Class 28 contains 1176 members 
Mstep: Class 29 contains 10990 members 
Mstep: Class 30 contains 97444 members 
Mstep: Class 31 contains 3521 members 
Mstep: Class 32 contains 1731 members 
Mstep: Class 33 contains 987 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 481 members 
Mstep: Class 36 contains 94223 members 
Mstep: Class 37 contains 2845 members 
Mstep: Class 38 contains 2780 members 
Mstep: Class 39 contains 2123 members 
Mstep: Class 40 contains 3067 members 
Mstep: Class 41 contains 2763 members 
Mstep: Class 42 contains 2430 members 
Mstep: Class 43 contains 1114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84454968.000000 Penalty: 96238.460938
Iteration 94Q: 44 clusters Score -8.445497e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 8382 members 
Mstep: Class 3 contains 63983 members 
Mstep: Class 4 contains 8861 members 
Mstep: Class 5 contains 1711 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 7 contains 52347 members 
Mstep: Class 8 contains 2268 members 
Mstep: Class 9 contains 124560 members 
Mstep: Class 10 contains 8492 members 
Mstep: Class 11 contains 12998 members 
Mstep: Class 12 contains 60551 members 
Mstep: Class 13 contains 10912 members 
Mstep: Class 14 contains 32462 members 
Mstep: Class 15 contains 60899 members 
Mstep: Class 16 contains 60920 members 
Mstep: Class 17 contains 41557 members 
Mstep: Class 18 contains 6083 members 
Mstep: Class 19 contains 69829 members 
Mstep: Class 20 contains 20837 members 
Mstep: Class 21 contains 14400 members 
Mstep: Class 22 contains 9123 members 
Mstep: Class 23 contains 27598 members 
Mstep: Class 24 contains 1625 members 
Mstep: Class 25 contains 7515 members 
Mstep: Class 26 contains 918 members 
Mstep: Class 27 contains 13027 members 
Mstep: Class 28 contains 1172 members 
Mstep: Class 29 contains 10995 members 
Mstep: Class 30 contains 97354 members 
Mstep: Class 31 contains 3520 members 
Mstep: Class 32 contains 1729 members 
Mstep: Class 33 contains 986 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 479 members 
Mstep: Class 36 contains 94169 members 
Mstep: Class 37 contains 2874 members 
Mstep: Class 38 contains 2790 members 
Mstep: Class 39 contains 2113 members 
Mstep: Class 40 contains 3065 members 
Mstep: Class 41 contains 2760 members 
Mstep: Class 42 contains 2431 members 
Mstep: Class 43 contains 1114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455160.000000 Penalty: 96238.460938
Iteration 95Q: 44 clusters Score -8.445516e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 8381 members 
Mstep: Class 3 contains 63983 members 
Mstep: Class 4 contains 8861 members 
Mstep: Class 5 contains 1711 members 
Mstep: Class 6 contains 1613 members 
Mstep: Class 7 contains 52348 members 
Mstep: Class 8 contains 2248 members 
Mstep: Class 9 contains 124543 members 
Mstep: Class 10 contains 8564 members 
Mstep: Class 11 contains 12978 members 
Mstep: Class 12 contains 60555 members 
Mstep: Class 13 contains 11003 members 
Mstep: Class 14 contains 32318 members 
Mstep: Class 15 contains 60893 members 
Mstep: Class 16 contains 60962 members 
Mstep: Class 17 contains 41555 members 
Mstep: Class 18 contains 6089 members 
Mstep: Class 19 contains 69931 members 
Mstep: Class 20 contains 20828 members 
Mstep: Class 21 contains 14396 members 
Mstep: Class 22 contains 9167 members 
Mstep: Class 23 contains 27611 members 
Mstep: Class 24 contains 1625 members 
Mstep: Class 25 contains 7506 members 
Mstep: Class 26 contains 909 members 
Mstep: Class 27 contains 13028 members 
Mstep: Class 28 contains 1171 members 
Mstep: Class 29 contains 11012 members 
Mstep: Class 30 contains 97243 members 
Mstep: Class 31 contains 3519 members 
Mstep: Class 32 contains 1728 members 
Mstep: Class 33 contains 987 members 
Mstep: Class 34 contains 414 members 
Mstep: Class 35 contains 478 members 
Mstep: Class 36 contains 94101 members 
Mstep: Class 37 contains 2903 members 
Mstep: Class 38 contains 2800 members 
Mstep: Class 39 contains 2101 members 
Mstep: Class 40 contains 3068 members 
Mstep: Class 41 contains 2757 members 
Mstep: Class 42 contains 2431 members 
Mstep: Class 43 contains 1114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455456.000000 Penalty: 96238.460938
Iteration 96Q: 44 clusters Score -8.445546e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 8383 members 
Mstep: Class 3 contains 63984 members 
Mstep: Class 4 contains 8861 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 1613 members 
Mstep: Class 7 contains 52346 members 
Mstep: Class 8 contains 2239 members 
Mstep: Class 9 contains 124530 members 
Mstep: Class 10 contains 8626 members 
Mstep: Class 11 contains 12975 members 
Mstep: Class 12 contains 60556 members 
Mstep: Class 13 contains 11071 members 
Mstep: Class 14 contains 32155 members 
Mstep: Class 15 contains 60891 members 
Mstep: Class 16 contains 61006 members 
Mstep: Class 17 contains 41552 members 
Mstep: Class 18 contains 6095 members 
Mstep: Class 19 contains 70026 members 
Mstep: Class 20 contains 20816 members 
Mstep: Class 21 contains 14391 members 
Mstep: Class 22 contains 9191 members 
Mstep: Class 23 contains 27633 members 
Mstep: Class 24 contains 1625 members 
Mstep: Class 25 contains 7497 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 13025 members 
Mstep: Class 28 contains 1169 members 
Mstep: Class 29 contains 11026 members 
Mstep: Class 30 contains 97162 members 
Mstep: Class 31 contains 3522 members 
Mstep: Class 32 contains 1726 members 
Mstep: Class 33 contains 987 members 
Mstep: Class 34 contains 414 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 94056 members 
Mstep: Class 37 contains 2923 members 
Mstep: Class 38 contains 2803 members 
Mstep: Class 39 contains 2088 members 
Mstep: Class 40 contains 3069 members 
Mstep: Class 41 contains 2759 members 
Mstep: Class 42 contains 2431 members 
Mstep: Class 43 contains 1117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455400.000000 Penalty: 96238.460938
Iteration 97Q: 44 clusters Score -8.44554e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 8384 members 
Mstep: Class 3 contains 63990 members 
Mstep: Class 4 contains 8860 members 
Mstep: Class 5 contains 1714 members 
Mstep: Class 6 contains 1612 members 
Mstep: Class 7 contains 52345 members 
Mstep: Class 8 contains 2224 members 
Mstep: Class 9 contains 124526 members 
Mstep: Class 10 contains 8693 members 
Mstep: Class 11 contains 12976 members 
Mstep: Class 12 contains 60560 members 
Mstep: Class 13 contains 11174 members 
Mstep: Class 14 contains 31982 members 
Mstep: Class 15 contains 60889 members 
Mstep: Class 16 contains 61042 members 
Mstep: Class 17 contains 41552 members 
Mstep: Class 18 contains 6095 members 
Mstep: Class 19 contains 70097 members 
Mstep: Class 20 contains 20797 members 
Mstep: Class 21 contains 14385 members 
Mstep: Class 22 contains 9209 members 
Mstep: Class 23 contains 27663 members 
Mstep: Class 24 contains 1625 members 
Mstep: Class 25 contains 7489 members 
Mstep: Class 26 contains 902 members 
Mstep: Class 27 contains 13025 members 
Mstep: Class 28 contains 1167 members 
Mstep: Class 29 contains 11051 members 
Mstep: Class 30 contains 97095 members 
Mstep: Class 31 contains 3526 members 
Mstep: Class 32 contains 1725 members 
Mstep: Class 33 contains 988 members 
Mstep: Class 34 contains 411 members 
Mstep: Class 35 contains 475 members 
Mstep: Class 36 contains 93984 members 
Mstep: Class 37 contains 2933 members 
Mstep: Class 38 contains 2808 members 
Mstep: Class 39 contains 2082 members 
Mstep: Class 40 contains 3068 members 
Mstep: Class 41 contains 2762 members 
Mstep: Class 42 contains 2431 members 
Mstep: Class 43 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455256.000000 Penalty: 96238.460938
Iteration 98Q: 44 clusters Score -8.445526e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 8385 members 
Mstep: Class 3 contains 63996 members 
Mstep: Class 4 contains 8860 members 
Mstep: Class 5 contains 1714 members 
Mstep: Class 6 contains 1612 members 
Mstep: Class 7 contains 52344 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 124537 members 
Mstep: Class 10 contains 8763 members 
Mstep: Class 11 contains 12965 members 
Mstep: Class 12 contains 60566 members 
Mstep: Class 13 contains 11290 members 
Mstep: Class 14 contains 31798 members 
Mstep: Class 15 contains 60879 members 
Mstep: Class 16 contains 61078 members 
Mstep: Class 17 contains 41556 members 
Mstep: Class 18 contains 6098 members 
Mstep: Class 19 contains 70167 members 
Mstep: Class 20 contains 20782 members 
Mstep: Class 21 contains 14380 members 
Mstep: Class 22 contains 9237 members 
Mstep: Class 23 contains 27688 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 7485 members 
Mstep: Class 26 contains 902 members 
Mstep: Class 27 contains 13022 members 
Mstep: Class 28 contains 1166 members 
Mstep: Class 29 contains 11066 members 
Mstep: Class 30 contains 97005 members 
Mstep: Class 31 contains 3531 members 
Mstep: Class 32 contains 1723 members 
Mstep: Class 33 contains 988 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 475 members 
Mstep: Class 36 contains 93915 members 
Mstep: Class 37 contains 2951 members 
Mstep: Class 38 contains 2814 members 
Mstep: Class 39 contains 2065 members 
Mstep: Class 40 contains 3069 members 
Mstep: Class 41 contains 2765 members 
Mstep: Class 42 contains 2432 members 
Mstep: Class 43 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455544.000000 Penalty: 96238.460938
Iteration 99Q: 44 clusters Score -8.445554e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 8386 members 
Mstep: Class 3 contains 64002 members 
Mstep: Class 4 contains 8861 members 
Mstep: Class 5 contains 1716 members 
Mstep: Class 6 contains 1611 members 
Mstep: Class 7 contains 52342 members 
Mstep: Class 8 contains 2188 members 
Mstep: Class 9 contains 124539 members 
Mstep: Class 10 contains 8846 members 
Mstep: Class 11 contains 12958 members 
Mstep: Class 12 contains 60574 members 
Mstep: Class 13 contains 11437 members 
Mstep: Class 14 contains 31635 members 
Mstep: Class 15 contains 60878 members 
Mstep: Class 16 contains 61113 members 
Mstep: Class 17 contains 41554 members 
Mstep: Class 18 contains 6102 members 
Mstep: Class 19 contains 70221 members 
Mstep: Class 20 contains 20766 members 
Mstep: Class 21 contains 14379 members 
Mstep: Class 22 contains 9258 members 
Mstep: Class 23 contains 27715 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 7481 members 
Mstep: Class 26 contains 901 members 
Mstep: Class 27 contains 13025 members 
Mstep: Class 28 contains 1164 members 
Mstep: Class 29 contains 11074 members 
Mstep: Class 30 contains 96916 members 
Mstep: Class 31 contains 3533 members 
Mstep: Class 32 contains 1723 members 
Mstep: Class 33 contains 987 members 
Mstep: Class 34 contains 410 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 93810 members 
Mstep: Class 37 contains 2966 members 
Mstep: Class 38 contains 2819 members 
Mstep: Class 39 contains 2054 members 
Mstep: Class 40 contains 3070 members 
Mstep: Class 41 contains 2763 members 
Mstep: Class 42 contains 2435 members 
Mstep: Class 43 contains 1122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455600.000000 Penalty: 96238.460938
Iteration 100F: 44 clusters Score -8.44556e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 8388 members 
Mstep: Class 3 contains 64006 members 
Mstep: Class 4 contains 8861 members 
Mstep: Class 5 contains 1717 members 
Mstep: Class 6 contains 1611 members 
Mstep: Class 7 contains 52341 members 
Mstep: Class 8 contains 2173 members 
Mstep: Class 9 contains 124539 members 
Mstep: Class 10 contains 8922 members 
Mstep: Class 11 contains 12947 members 
Mstep: Class 12 contains 60584 members 
Mstep: Class 13 contains 11599 members 
Mstep: Class 14 contains 31481 members 
Mstep: Class 15 contains 60870 members 
Mstep: Class 16 contains 61167 members 
Mstep: Class 17 contains 41546 members 
Mstep: Class 18 contains 6104 members 
Mstep: Class 19 contains 70252 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 14376 members 
Mstep: Class 22 contains 9288 members 
Mstep: Class 23 contains 27733 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 7477 members 
Mstep: Class 26 contains 902 members 
Mstep: Class 27 contains 13032 members 
Mstep: Class 28 contains 1163 members 
Mstep: Class 29 contains 11082 members 
Mstep: Class 30 contains 96829 members 
Mstep: Class 31 contains 3538 members 
Mstep: Class 32 contains 1720 members 
Mstep: Class 33 contains 993 members 
Mstep: Class 34 contains 411 members 
Mstep: Class 35 contains 481 members 
Mstep: Class 36 contains 93687 members 
Mstep: Class 37 contains 2979 members 
Mstep: Class 38 contains 2826 members 
Mstep: Class 39 contains 2044 members 
Mstep: Class 40 contains 3068 members 
Mstep: Class 41 contains 2762 members 
Mstep: Class 42 contains 2437 members 
Mstep: Class 43 contains 1122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455752.000000 Penalty: 96238.460938
Iteration 101Q: 44 clusters Score -8.445575e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 8388 members 
Mstep: Class 3 contains 64013 members 
Mstep: Class 4 contains 8861 members 
Mstep: Class 5 contains 1721 members 
Mstep: Class 6 contains 1611 members 
Mstep: Class 7 contains 52340 members 
Mstep: Class 8 contains 2158 members 
Mstep: Class 9 contains 124535 members 
Mstep: Class 10 contains 8992 members 
Mstep: Class 11 contains 12944 members 
Mstep: Class 12 contains 60589 members 
Mstep: Class 13 contains 11768 members 
Mstep: Class 14 contains 31321 members 
Mstep: Class 15 contains 60870 members 
Mstep: Class 16 contains 61209 members 
Mstep: Class 17 contains 41545 members 
Mstep: Class 18 contains 6107 members 
Mstep: Class 19 contains 70289 members 
Mstep: Class 20 contains 20740 members 
Mstep: Class 21 contains 14375 members 
Mstep: Class 22 contains 9312 members 
Mstep: Class 23 contains 27741 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 7474 members 
Mstep: Class 26 contains 901 members 
Mstep: Class 27 contains 13041 members 
Mstep: Class 28 contains 1164 members 
Mstep: Class 29 contains 11087 members 
Mstep: Class 30 contains 96745 members 
Mstep: Class 31 contains 3540 members 
Mstep: Class 32 contains 1717 members 
Mstep: Class 33 contains 992 members 
Mstep: Class 34 contains 408 members 
Mstep: Class 35 contains 487 members 
Mstep: Class 36 contains 93574 members 
Mstep: Class 37 contains 2984 members 
Mstep: Class 38 contains 2830 members 
Mstep: Class 39 contains 2040 members 
Mstep: Class 40 contains 3069 members 
Mstep: Class 41 contains 2761 members 
Mstep: Class 42 contains 2440 members 
Mstep: Class 43 contains 1123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455704.000000 Penalty: 96238.460938
Iteration 102Q: 44 clusters Score -8.44557e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 8386 members 
Mstep: Class 3 contains 64017 members 
Mstep: Class 4 contains 8861 members 
Mstep: Class 5 contains 1731 members 
Mstep: Class 6 contains 1611 members 
Mstep: Class 7 contains 52341 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 124541 members 
Mstep: Class 10 contains 9050 members 
Mstep: Class 11 contains 12940 members 
Mstep: Class 12 contains 60592 members 
Mstep: Class 13 contains 11929 members 
Mstep: Class 14 contains 31161 members 
Mstep: Class 15 contains 60870 members 
Mstep: Class 16 contains 61252 members 
Mstep: Class 17 contains 41541 members 
Mstep: Class 18 contains 6116 members 
Mstep: Class 19 contains 70331 members 
Mstep: Class 20 contains 20734 members 
Mstep: Class 21 contains 14371 members 
Mstep: Class 22 contains 9329 members 
Mstep: Class 23 contains 27747 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 7470 members 
Mstep: Class 26 contains 900 members 
Mstep: Class 27 contains 13047 members 
Mstep: Class 28 contains 1163 members 
Mstep: Class 29 contains 11089 members 
Mstep: Class 30 contains 96659 members 
Mstep: Class 31 contains 3540 members 
Mstep: Class 32 contains 1715 members 
Mstep: Class 33 contains 995 members 
Mstep: Class 34 contains 397 members 
Mstep: Class 35 contains 489 members 
Mstep: Class 36 contains 93497 members 
Mstep: Class 37 contains 2993 members 
Mstep: Class 38 contains 2833 members 
Mstep: Class 39 contains 2034 members 
Mstep: Class 40 contains 3066 members 
Mstep: Class 41 contains 2759 members 
Mstep: Class 42 contains 2440 members 
Mstep: Class 43 contains 1123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455976.000000 Penalty: 96238.460938
Iteration 103Q: 44 clusters Score -8.445598e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 8386 members 
Mstep: Class 3 contains 64018 members 
Mstep: Class 4 contains 8862 members 
Mstep: Class 5 contains 1738 members 
Mstep: Class 6 contains 1610 members 
Mstep: Class 7 contains 52341 members 
Mstep: Class 8 contains 2138 members 
Mstep: Class 9 contains 124552 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 12927 members 
Mstep: Class 12 contains 60594 members 
Mstep: Class 13 contains 12108 members 
Mstep: Class 14 contains 30990 members 
Mstep: Class 15 contains 60872 members 
Mstep: Class 16 contains 61300 members 
Mstep: Class 17 contains 41539 members 
Mstep: Class 18 contains 6120 members 
Mstep: Class 19 contains 70365 members 
Mstep: Class 20 contains 20733 members 
Mstep: Class 21 contains 14368 members 
Mstep: Class 22 contains 9344 members 
Mstep: Class 23 contains 27756 members 
Mstep: Class 24 contains 1623 members 
Mstep: Class 25 contains 7461 members 
Mstep: Class 26 contains 899 members 
Mstep: Class 27 contains 13060 members 
Mstep: Class 28 contains 1161 members 
Mstep: Class 29 contains 11091 members 
Mstep: Class 30 contains 96571 members 
Mstep: Class 31 contains 3541 members 
Mstep: Class 32 contains 1715 members 
Mstep: Class 33 contains 995 members 
Mstep: Class 34 contains 388 members 
Mstep: Class 35 contains 488 members 
Mstep: Class 36 contains 93428 members 
Mstep: Class 37 contains 3003 members 
Mstep: Class 38 contains 2837 members 
Mstep: Class 39 contains 2030 members 
Mstep: Class 40 contains 3065 members 
Mstep: Class 41 contains 2758 members 
Mstep: Class 42 contains 2443 members 
Mstep: Class 43 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84456216.000000 Penalty: 96238.460938
Iteration 104Q: 44 clusters Score -8.445622e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 8386 members 
Mstep: Class 3 contains 64016 members 
Mstep: Class 4 contains 8862 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 1609 members 
Mstep: Class 7 contains 52341 members 
Mstep: Class 8 contains 2127 members 
Mstep: Class 9 contains 124562 members 
Mstep: Class 10 contains 9132 members 
Mstep: Class 11 contains 12919 members 
Mstep: Class 12 contains 60596 members 
Mstep: Class 13 contains 12278 members 
Mstep: Class 14 contains 30810 members 
Mstep: Class 15 contains 60875 members 
Mstep: Class 16 contains 61331 members 
Mstep: Class 17 contains 41537 members 
Mstep: Class 18 contains 6124 members 
Mstep: Class 19 contains 70424 members 
Mstep: Class 20 contains 20728 members 
Mstep: Class 21 contains 14364 members 
Mstep: Class 22 contains 9373 members 
Mstep: Class 23 contains 27759 members 
Mstep: Class 24 contains 1625 members 
Mstep: Class 25 contains 7459 members 
Mstep: Class 26 contains 897 members 
Mstep: Class 27 contains 13068 members 
Mstep: Class 28 contains 1161 members 
Mstep: Class 29 contains 11095 members 
Mstep: Class 30 contains 96488 members 
Mstep: Class 31 contains 3540 members 
Mstep: Class 32 contains 1714 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 379 members 
Mstep: Class 35 contains 490 members 
Mstep: Class 36 contains 93350 members 
Mstep: Class 37 contains 3015 members 
Mstep: Class 38 contains 2838 members 
Mstep: Class 39 contains 2027 members 
Mstep: Class 40 contains 3063 members 
Mstep: Class 41 contains 2757 members 
Mstep: Class 42 contains 2444 members 
Mstep: Class 43 contains 1125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84456384.000000 Penalty: 96238.460938
Iteration 105Q: 44 clusters Score -8.445638e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 8386 members 
Mstep: Class 3 contains 64016 members 
Mstep: Class 4 contains 8862 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 1608 members 
Mstep: Class 7 contains 52341 members 
Mstep: Class 8 contains 2117 members 
Mstep: Class 9 contains 124576 members 
Mstep: Class 10 contains 9171 members 
Mstep: Class 11 contains 12912 members 
Mstep: Class 12 contains 60601 members 
Mstep: Class 13 contains 12434 members 
Mstep: Class 14 contains 30656 members 
Mstep: Class 15 contains 60876 members 
Mstep: Class 16 contains 61368 members 
Mstep: Class 17 contains 41529 members 
Mstep: Class 18 contains 6132 members 
Mstep: Class 19 contains 70477 members 
Mstep: Class 20 contains 20720 members 
Mstep: Class 21 contains 14365 members 
Mstep: Class 22 contains 9384 members 
Mstep: Class 23 contains 27758 members 
Mstep: Class 24 contains 1626 members 
Mstep: Class 25 contains 7456 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 13077 members 
Mstep: Class 28 contains 1163 members 
Mstep: Class 29 contains 11097 members 
Mstep: Class 30 contains 96396 members 
Mstep: Class 31 contains 3541 members 
Mstep: Class 32 contains 1715 members 
Mstep: Class 33 contains 1000 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 492 members 
Mstep: Class 36 contains 93285 members 
Mstep: Class 37 contains 3021 members 
Mstep: Class 38 contains 2844 members 
Mstep: Class 39 contains 2023 members 
Mstep: Class 40 contains 3064 members 
Mstep: Class 41 contains 2756 members 
Mstep: Class 42 contains 2448 members 
Mstep: Class 43 contains 1125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84456488.000000 Penalty: 96238.460938
Iteration 106Q: 44 clusters Score -8.445649e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 8386 members 
Mstep: Class 3 contains 64022 members 
Mstep: Class 4 contains 8862 members 
Mstep: Class 5 contains 1749 members 
Mstep: Class 6 contains 1606 members 
Mstep: Class 7 contains 52341 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 124592 members 
Mstep: Class 10 contains 9205 members 
Mstep: Class 11 contains 12900 members 
Mstep: Class 12 contains 60607 members 
Mstep: Class 13 contains 12614 members 
Mstep: Class 14 contains 30506 members 
Mstep: Class 15 contains 60875 members 
Mstep: Class 16 contains 61402 members 
Mstep: Class 17 contains 41521 members 
Mstep: Class 18 contains 6137 members 
Mstep: Class 19 contains 70519 members 
Mstep: Class 20 contains 20713 members 
Mstep: Class 21 contains 14365 members 
Mstep: Class 22 contains 9389 members 
Mstep: Class 23 contains 27759 members 
Mstep: Class 24 contains 1625 members 
Mstep: Class 25 contains 7457 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 13083 members 
Mstep: Class 28 contains 1163 members 
Mstep: Class 29 contains 11102 members 
Mstep: Class 30 contains 96290 members 
Mstep: Class 31 contains 3543 members 
Mstep: Class 32 contains 1716 members 
Mstep: Class 33 contains 998 members 
Mstep: Class 34 contains 372 members 
Mstep: Class 35 contains 495 members 
Mstep: Class 36 contains 93218 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 2846 members 
Mstep: Class 39 contains 2017 members 
Mstep: Class 40 contains 3067 members 
Mstep: Class 41 contains 2756 members 
Mstep: Class 42 contains 2455 members 
Mstep: Class 43 contains 1126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84456552.000000 Penalty: 96238.460938
Iteration 107Q: 44 clusters Score -8.445655e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 8386 members 
Mstep: Class 3 contains 64018 members 
Mstep: Class 4 contains 8861 members 
Mstep: Class 5 contains 1751 members 
Mstep: Class 6 contains 1605 members 
Mstep: Class 7 contains 52341 members 
Mstep: Class 8 contains 2103 members 
Mstep: Class 9 contains 124598 members 
Mstep: Class 10 contains 9229 members 
Mstep: Class 11 contains 12893 members 
Mstep: Class 12 contains 60607 members 
Mstep: Class 13 contains 12823 members 
Mstep: Class 14 contains 30348 members 
Mstep: Class 15 contains 60876 members 
Mstep: Class 16 contains 61452 members 
Mstep: Class 17 contains 41512 members 
Mstep: Class 18 contains 6140 members 
Mstep: Class 19 contains 70576 members 
Mstep: Class 20 contains 20698 members 
Mstep: Class 21 contains 14365 members 
Mstep: Class 22 contains 9397 members 
Mstep: Class 23 contains 27763 members 
Mstep: Class 24 contains 1626 members 
Mstep: Class 25 contains 7458 members 
Mstep: Class 26 contains 888 members 
Mstep: Class 27 contains 13084 members 
Mstep: Class 28 contains 1163 members 
Mstep: Class 29 contains 11094 members 
Mstep: Class 30 contains 96183 members 
Mstep: Class 31 contains 3542 members 
Mstep: Class 32 contains 1717 members 
Mstep: Class 33 contains 1000 members 
Mstep: Class 34 contains 372 members 
Mstep: Class 35 contains 496 members 
Mstep: Class 36 contains 93146 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 2845 members 
Mstep: Class 39 contains 2017 members 
Mstep: Class 40 contains 3068 members 
Mstep: Class 41 contains 2759 members 
Mstep: Class 42 contains 2465 members 
Mstep: Class 43 contains 1127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84456600.000000 Penalty: 96238.460938
Iteration 108Q: 44 clusters Score -8.44566e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 8386 members 
Mstep: Class 3 contains 64011 members 
Mstep: Class 4 contains 8862 members 
Mstep: Class 5 contains 1752 members 
Mstep: Class 6 contains 1606 members 
Mstep: Class 7 contains 52341 members 
Mstep: Class 8 contains 2100 members 
Mstep: Class 9 contains 124618 members 
Mstep: Class 10 contains 9260 members 
Mstep: Class 11 contains 12892 members 
Mstep: Class 12 contains 60610 members 
Mstep: Class 13 contains 13042 members 
Mstep: Class 14 contains 30184 members 
Mstep: Class 15 contains 60878 members 
Mstep: Class 16 contains 61495 members 
Mstep: Class 17 contains 41510 members 
Mstep: Class 18 contains 6145 members 
Mstep: Class 19 contains 70623 members 
Mstep: Class 20 contains 20678 members 
Mstep: Class 21 contains 14362 members 
Mstep: Class 22 contains 9398 members 
Mstep: Class 23 contains 27757 members 
Mstep: Class 24 contains 1626 members 
Mstep: Class 25 contains 7456 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 13086 members 
Mstep: Class 28 contains 1162 members 
Mstep: Class 29 contains 11087 members 
Mstep: Class 30 contains 96069 members 
Mstep: Class 31 contains 3540 members 
Mstep: Class 32 contains 1717 members 
Mstep: Class 33 contains 1005 members 
Mstep: Class 34 contains 377 members 
Mstep: Class 35 contains 496 members 
Mstep: Class 36 contains 93081 members 
Mstep: Class 37 contains 3045 members 
Mstep: Class 38 contains 2846 members 
Mstep: Class 39 contains 2011 members 
Mstep: Class 40 contains 3068 members 
Mstep: Class 41 contains 2759 members 
Mstep: Class 42 contains 2477 members 
Mstep: Class 43 contains 1127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84456712.000000 Penalty: 96238.460938
Iteration 109Q: 44 clusters Score -8.445671e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 8386 members 
Mstep: Class 3 contains 64015 members 
Mstep: Class 4 contains 8862 members 
Mstep: Class 5 contains 1753 members 
Mstep: Class 6 contains 1606 members 
Mstep: Class 7 contains 52341 members 
Mstep: Class 8 contains 2097 members 
Mstep: Class 9 contains 124627 members 
Mstep: Class 10 contains 9283 members 
Mstep: Class 11 contains 12887 members 
Mstep: Class 12 contains 60611 members 
Mstep: Class 13 contains 13298 members 
Mstep: Class 14 contains 29978 members 
Mstep: Class 15 contains 60876 members 
Mstep: Class 16 contains 61542 members 
Mstep: Class 17 contains 41514 members 
Mstep: Class 18 contains 6152 members 
Mstep: Class 19 contains 70668 members 
Mstep: Class 20 contains 20653 members 
Mstep: Class 21 contains 14356 members 
Mstep: Class 22 contains 9404 members 
Mstep: Class 23 contains 27765 members 
Mstep: Class 24 contains 1626 members 
Mstep: Class 25 contains 7452 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 13086 members 
Mstep: Class 28 contains 1163 members 
Mstep: Class 29 contains 11088 members 
Mstep: Class 30 contains 95947 members 
Mstep: Class 31 contains 3538 members 
Mstep: Class 32 contains 1719 members 
Mstep: Class 33 contains 1006 members 
Mstep: Class 34 contains 379 members 
Mstep: Class 35 contains 496 members 
Mstep: Class 36 contains 93007 members 
Mstep: Class 37 contains 3054 members 
Mstep: Class 38 contains 2848 members 
Mstep: Class 39 contains 2006 members 
Mstep: Class 40 contains 3068 members 
Mstep: Class 41 contains 2758 members 
Mstep: Class 42 contains 2501 members 
Mstep: Class 43 contains 1128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84456784.000000 Penalty: 96238.460938
Iteration 110Q: 44 clusters Score -8.445678e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 8386 members 
Mstep: Class 3 contains 64007 members 
Mstep: Class 4 contains 8861 members 
Mstep: Class 5 contains 1753 members 
Mstep: Class 6 contains 1606 members 
Mstep: Class 7 contains 52341 members 
Mstep: Class 8 contains 2095 members 
Mstep: Class 9 contains 124652 members 
Mstep: Class 10 contains 9315 members 
Mstep: Class 11 contains 12883 members 
Mstep: Class 12 contains 60614 members 
Mstep: Class 13 contains 13570 members 
Mstep: Class 14 contains 29788 members 
Mstep: Class 15 contains 60874 members 
Mstep: Class 16 contains 61585 members 
Mstep: Class 17 contains 41518 members 
Mstep: Class 18 contains 6148 members 
Mstep: Class 19 contains 70697 members 
Mstep: Class 20 contains 20614 members 
Mstep: Class 21 contains 14352 members 
Mstep: Class 22 contains 9417 members 
Mstep: Class 23 contains 27776 members 
Mstep: Class 24 contains 1629 members 
Mstep: Class 25 contains 7446 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 13091 members 
Mstep: Class 28 contains 1164 members 
Mstep: Class 29 contains 11085 members 
Mstep: Class 30 contains 95815 members 
Mstep: Class 31 contains 3537 members 
Mstep: Class 32 contains 1718 members 
Mstep: Class 33 contains 1006 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 496 members 
Mstep: Class 36 contains 92920 members 
Mstep: Class 37 contains 3063 members 
Mstep: Class 38 contains 2851 members 
Mstep: Class 39 contains 2004 members 
Mstep: Class 40 contains 3068 members 
Mstep: Class 41 contains 2757 members 
Mstep: Class 42 contains 2536 members 
Mstep: Class 43 contains 1128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457048.000000 Penalty: 96238.460938
Iteration 111Q: 44 clusters Score -8.445705e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 8385 members 
Mstep: Class 3 contains 64009 members 
Mstep: Class 4 contains 8860 members 
Mstep: Class 5 contains 1753 members 
Mstep: Class 6 contains 1606 members 
Mstep: Class 7 contains 52341 members 
Mstep: Class 8 contains 2092 members 
Mstep: Class 9 contains 124675 members 
Mstep: Class 10 contains 9337 members 
Mstep: Class 11 contains 12881 members 
Mstep: Class 12 contains 60618 members 
Mstep: Class 13 contains 13834 members 
Mstep: Class 14 contains 29624 members 
Mstep: Class 15 contains 60873 members 
Mstep: Class 16 contains 61617 members 
Mstep: Class 17 contains 41519 members 
Mstep: Class 18 contains 6150 members 
Mstep: Class 19 contains 70728 members 
Mstep: Class 20 contains 20557 members 
Mstep: Class 21 contains 14343 members 
Mstep: Class 22 contains 9436 members 
Mstep: Class 23 contains 27782 members 
Mstep: Class 24 contains 1629 members 
Mstep: Class 25 contains 7438 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 13099 members 
Mstep: Class 28 contains 1164 members 
Mstep: Class 29 contains 11082 members 
Mstep: Class 30 contains 95664 members 
Mstep: Class 31 contains 3531 members 
Mstep: Class 32 contains 1719 members 
Mstep: Class 33 contains 1007 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 496 members 
Mstep: Class 36 contains 92846 members 
Mstep: Class 37 contains 3077 members 
Mstep: Class 38 contains 2850 members 
Mstep: Class 39 contains 1994 members 
Mstep: Class 40 contains 3068 members 
Mstep: Class 41 contains 2758 members 
Mstep: Class 42 contains 2595 members 
Mstep: Class 43 contains 1129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84456840.000000 Penalty: 96238.460938
Iteration 112Q: 44 clusters Score -8.445684e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 8387 members 
Mstep: Class 3 contains 64002 members 
Mstep: Class 4 contains 8860 members 
Mstep: Class 5 contains 1753 members 
Mstep: Class 6 contains 1607 members 
Mstep: Class 7 contains 52339 members 
Mstep: Class 8 contains 2089 members 
Mstep: Class 9 contains 124680 members 
Mstep: Class 10 contains 9363 members 
Mstep: Class 11 contains 12881 members 
Mstep: Class 12 contains 60610 members 
Mstep: Class 13 contains 14114 members 
Mstep: Class 14 contains 29450 members 
Mstep: Class 15 contains 60871 members 
Mstep: Class 16 contains 61661 members 
Mstep: Class 17 contains 41519 members 
Mstep: Class 18 contains 6153 members 
Mstep: Class 19 contains 70770 members 
Mstep: Class 20 contains 20525 members 
Mstep: Class 21 contains 14337 members 
Mstep: Class 22 contains 9450 members 
Mstep: Class 23 contains 27789 members 
Mstep: Class 24 contains 1629 members 
Mstep: Class 25 contains 7430 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 13111 members 
Mstep: Class 28 contains 1165 members 
Mstep: Class 29 contains 11094 members 
Mstep: Class 30 contains 95498 members 
Mstep: Class 31 contains 3526 members 
Mstep: Class 32 contains 1719 members 
Mstep: Class 33 contains 1003 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 496 members 
Mstep: Class 36 contains 92757 members 
Mstep: Class 37 contains 3091 members 
Mstep: Class 38 contains 2846 members 
Mstep: Class 39 contains 1988 members 
Mstep: Class 40 contains 3068 members 
Mstep: Class 41 contains 2757 members 
Mstep: Class 42 contains 2643 members 
Mstep: Class 43 contains 1131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84456912.000000 Penalty: 96238.460938
Iteration 113Q: 44 clusters Score -8.445691e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 8389 members 
Mstep: Class 3 contains 63994 members 
Mstep: Class 4 contains 8860 members 
Mstep: Class 5 contains 1753 members 
Mstep: Class 6 contains 1609 members 
Mstep: Class 7 contains 52337 members 
Mstep: Class 8 contains 2084 members 
Mstep: Class 9 contains 124701 members 
Mstep: Class 10 contains 9381 members 
Mstep: Class 11 contains 12881 members 
Mstep: Class 12 contains 60598 members 
Mstep: Class 13 contains 14370 members 
Mstep: Class 14 contains 29328 members 
Mstep: Class 15 contains 60869 members 
Mstep: Class 16 contains 61692 members 
Mstep: Class 17 contains 41523 members 
Mstep: Class 18 contains 6154 members 
Mstep: Class 19 contains 70815 members 
Mstep: Class 20 contains 20503 members 
Mstep: Class 21 contains 14337 members 
Mstep: Class 22 contains 9469 members 
Mstep: Class 23 contains 27795 members 
Mstep: Class 24 contains 1628 members 
Mstep: Class 25 contains 7419 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 13120 members 
Mstep: Class 28 contains 1165 members 
Mstep: Class 29 contains 11090 members 
Mstep: Class 30 contains 95322 members 
Mstep: Class 31 contains 3529 members 
Mstep: Class 32 contains 1719 members 
Mstep: Class 33 contains 1005 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 496 members 
Mstep: Class 36 contains 92670 members 
Mstep: Class 37 contains 3105 members 
Mstep: Class 38 contains 2846 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 3068 members 
Mstep: Class 41 contains 2755 members 
Mstep: Class 42 contains 2672 members 
Mstep: Class 43 contains 1133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457192.000000 Penalty: 96238.460938
Iteration 114Q: 44 clusters Score -8.445719e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 8388 members 
Mstep: Class 3 contains 63987 members 
Mstep: Class 4 contains 8860 members 
Mstep: Class 5 contains 1753 members 
Mstep: Class 6 contains 1610 members 
Mstep: Class 7 contains 52337 members 
Mstep: Class 8 contains 2079 members 
Mstep: Class 9 contains 124711 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 12878 members 
Mstep: Class 12 contains 60579 members 
Mstep: Class 13 contains 14633 members 
Mstep: Class 14 contains 29212 members 
Mstep: Class 15 contains 60864 members 
Mstep: Class 16 contains 61737 members 
Mstep: Class 17 contains 41521 members 
Mstep: Class 18 contains 6163 members 
Mstep: Class 19 contains 70854 members 
Mstep: Class 20 contains 20492 members 
Mstep: Class 21 contains 14338 members 
Mstep: Class 22 contains 9489 members 
Mstep: Class 23 contains 27797 members 
Mstep: Class 24 contains 1630 members 
Mstep: Class 25 contains 7409 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 13122 members 
Mstep: Class 28 contains 1164 members 
Mstep: Class 29 contains 11088 members 
Mstep: Class 30 contains 95126 members 
Mstep: Class 31 contains 3530 members 
Mstep: Class 32 contains 1718 members 
Mstep: Class 33 contains 1005 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 496 members 
Mstep: Class 36 contains 92610 members 
Mstep: Class 37 contains 3119 members 
Mstep: Class 38 contains 2852 members 
Mstep: Class 39 contains 1972 members 
Mstep: Class 40 contains 3068 members 
Mstep: Class 41 contains 2754 members 
Mstep: Class 42 contains 2680 members 
Mstep: Class 43 contains 1135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457472.000000 Penalty: 96238.460938
Iteration 115Q: 44 clusters Score -8.445747e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 8388 members 
Mstep: Class 3 contains 63987 members 
Mstep: Class 4 contains 8858 members 
Mstep: Class 5 contains 1753 members 
Mstep: Class 6 contains 1609 members 
Mstep: Class 7 contains 52337 members 
Mstep: Class 8 contains 2072 members 
Mstep: Class 9 contains 124697 members 
Mstep: Class 10 contains 9413 members 
Mstep: Class 11 contains 12868 members 
Mstep: Class 12 contains 60576 members 
Mstep: Class 13 contains 14904 members 
Mstep: Class 14 contains 29143 members 
Mstep: Class 15 contains 60865 members 
Mstep: Class 16 contains 61794 members 
Mstep: Class 17 contains 41517 members 
Mstep: Class 18 contains 6168 members 
Mstep: Class 19 contains 70880 members 
Mstep: Class 20 contains 20483 members 
Mstep: Class 21 contains 14339 members 
Mstep: Class 22 contains 9501 members 
Mstep: Class 23 contains 27803 members 
Mstep: Class 24 contains 1629 members 
Mstep: Class 25 contains 7407 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 13123 members 
Mstep: Class 28 contains 1165 members 
Mstep: Class 29 contains 11090 members 
Mstep: Class 30 contains 94885 members 
Mstep: Class 31 contains 3529 members 
Mstep: Class 32 contains 1719 members 
Mstep: Class 33 contains 1007 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 496 members 
Mstep: Class 36 contains 92544 members 
Mstep: Class 37 contains 3132 members 
Mstep: Class 38 contains 2855 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 3067 members 
Mstep: Class 41 contains 2754 members 
Mstep: Class 42 contains 2692 members 
Mstep: Class 43 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457328.000000 Penalty: 96238.460938
Iteration 116Q: 44 clusters Score -8.445733e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 8390 members 
Mstep: Class 3 contains 63981 members 
Mstep: Class 4 contains 8856 members 
Mstep: Class 5 contains 1753 members 
Mstep: Class 6 contains 1609 members 
Mstep: Class 7 contains 52336 members 
Mstep: Class 8 contains 2068 members 
Mstep: Class 9 contains 124688 members 
Mstep: Class 10 contains 9429 members 
Mstep: Class 11 contains 12856 members 
Mstep: Class 12 contains 60572 members 
Mstep: Class 13 contains 15174 members 
Mstep: Class 14 contains 29059 members 
Mstep: Class 15 contains 60865 members 
Mstep: Class 16 contains 61848 members 
Mstep: Class 17 contains 41509 members 
Mstep: Class 18 contains 6167 members 
Mstep: Class 19 contains 70912 members 
Mstep: Class 20 contains 20477 members 
Mstep: Class 21 contains 14337 members 
Mstep: Class 22 contains 9521 members 
Mstep: Class 23 contains 27814 members 
Mstep: Class 24 contains 1626 members 
Mstep: Class 25 contains 7405 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 13134 members 
Mstep: Class 28 contains 1164 members 
Mstep: Class 29 contains 11095 members 
Mstep: Class 30 contains 94667 members 
Mstep: Class 31 contains 3531 members 
Mstep: Class 32 contains 1717 members 
Mstep: Class 33 contains 1006 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 496 members 
Mstep: Class 36 contains 92467 members 
Mstep: Class 37 contains 3146 members 
Mstep: Class 38 contains 2856 members 
Mstep: Class 39 contains 1972 members 
Mstep: Class 40 contains 3066 members 
Mstep: Class 41 contains 2754 members 
Mstep: Class 42 contains 2693 members 
Mstep: Class 43 contains 1141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457640.000000 Penalty: 96238.460938
Iteration 117Q: 44 clusters Score -8.445764e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 8390 members 
Mstep: Class 3 contains 63972 members 
Mstep: Class 4 contains 8858 members 
Mstep: Class 5 contains 1753 members 
Mstep: Class 6 contains 1608 members 
Mstep: Class 7 contains 52335 members 
Mstep: Class 8 contains 2065 members 
Mstep: Class 9 contains 124679 members 
Mstep: Class 10 contains 9452 members 
Mstep: Class 11 contains 12846 members 
Mstep: Class 12 contains 60564 members 
Mstep: Class 13 contains 15453 members 
Mstep: Class 14 contains 28990 members 
Mstep: Class 15 contains 60866 members 
Mstep: Class 16 contains 61895 members 
Mstep: Class 17 contains 41507 members 
Mstep: Class 18 contains 6170 members 
Mstep: Class 19 contains 70932 members 
Mstep: Class 20 contains 20474 members 
Mstep: Class 21 contains 14332 members 
Mstep: Class 22 contains 9540 members 
Mstep: Class 23 contains 27812 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 7400 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 13151 members 
Mstep: Class 28 contains 1164 members 
Mstep: Class 29 contains 11094 members 
Mstep: Class 30 contains 94447 members 
Mstep: Class 31 contains 3532 members 
Mstep: Class 32 contains 1718 members 
Mstep: Class 33 contains 1008 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 495 members 
Mstep: Class 36 contains 92383 members 
Mstep: Class 37 contains 3161 members 
Mstep: Class 38 contains 2858 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 3066 members 
Mstep: Class 41 contains 2754 members 
Mstep: Class 42 contains 2698 members 
Mstep: Class 43 contains 1141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457456.000000 Penalty: 96238.460938
Iteration 118Q: 44 clusters Score -8.445746e+07 nChanged 1085
Entering ConstructFrom: 
Score: -84457456.000000 Penalty: 96238.460938
Entering ConstructFrom: 
Trying to split cluster 1 (6906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Entering Unmasked Estep 
Score: -616142.437500 Penalty: 1436.523682
	Iteration 0F: 2 clusters Score -616142.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -610917.625000 Penalty: 2873.047363
	Iteration 0F: 3 clusters Score -610917.6 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -612547.625000 Penalty: 2873.047363
	Iteration 1F: 3 clusters Score -612547.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -612846.562500 Penalty: 2873.047363
	Iteration 2F: 3 clusters Score -612846.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -613094.250000 Penalty: 2873.047363
	Iteration 3F: 3 clusters Score -613094.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -613382.187500 Penalty: 2873.047363
	Iteration 4F: 3 clusters Score -613382.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -613773.437500 Penalty: 2873.047363
	Iteration 5F: 3 clusters Score -613773.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -614188.937500 Penalty: 2873.047363
	Iteration 6F: 3 clusters Score -614188.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -614516.000000 Penalty: 2873.047363
	Iteration 7F: 3 clusters Score -614516 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -614713.875000 Penalty: 2873.047363
	Iteration 8Q: 3 clusters Score -614713.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -614834.812500 Penalty: 2873.047363
	Iteration 9Q: 3 clusters Score -614834.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -614907.500000 Penalty: 2873.047363
	Iteration 10Q: 3 clusters Score -614907.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -614961.062500 Penalty: 2873.047363
	Iteration 11Q: 3 clusters Score -614961.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -615003.812500 Penalty: 2873.047363
	Iteration 12Q: 3 clusters Score -615003.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -615045.125000 Penalty: 2873.047363
	Iteration 13Q: 3 clusters Score -615045.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -615082.375000 Penalty: 2873.047363
	Iteration 14Q: 3 clusters Score -615082.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -615122.875000 Penalty: 2873.047363
	Iteration 15Q: 3 clusters Score -615122.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -615163.562500 Penalty: 2873.047363
	Iteration 16Q: 3 clusters Score -615163.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -615194.875000 Penalty: 2873.047363
	Iteration 17Q: 3 clusters Score -615194.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -615219.937500 Penalty: 2873.047363
	Iteration 18Q: 3 clusters Score -615219.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -615244.125000 Penalty: 2873.047363
	Iteration 19Q: 3 clusters Score -615244.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -615271.625000 Penalty: 2873.047363
	Iteration 20F: 3 clusters Score -615271.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -615305.187500 Penalty: 2873.047363
	Iteration 21Q: 3 clusters Score -615305.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -615341.062500 Penalty: 2873.047363
	Iteration 22Q: 3 clusters Score -615341.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -615377.687500 Penalty: 2873.047363
	Iteration 23Q: 3 clusters Score -615377.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -615425.562500 Penalty: 2873.047363
	Iteration 24Q: 3 clusters Score -615425.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -615492.125000 Penalty: 2873.047363
	Iteration 25Q: 3 clusters Score -615492.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -615566.687500 Penalty: 2873.047363
	Iteration 26Q: 3 clusters Score -615566.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -615672.937500 Penalty: 2873.047363
	Iteration 27Q: 3 clusters Score -615672.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -615776.562500 Penalty: 2873.047363
	Iteration 28Q: 3 clusters Score -615776.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -615878.562500 Penalty: 2873.047363
	Iteration 29Q: 3 clusters Score -615878.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -615955.562500 Penalty: 2873.047363
	Iteration 30Q: 3 clusters Score -615955.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -615998.687500 Penalty: 2873.047363
	Iteration 31Q: 3 clusters Score -615998.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -616016.312500 Penalty: 2873.047363
	Iteration 32Q: 3 clusters Score -616016.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -616021.000000 Penalty: 2873.047363
	Iteration 33Q: 3 clusters Score -616021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -616025.937500 Penalty: 2873.047363
	Iteration 34Q: 3 clusters Score -616025.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -616026.312500 Penalty: 2873.047363
	Iteration 35Q: 3 clusters Score -616026.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -616027.437500 Penalty: 2873.047363
	Iteration 36Q: 3 clusters Score -616027.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -616027.875000 Penalty: 2873.047363
	Iteration 37Q: 3 clusters Score -616027.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -616029.687500 Penalty: 2873.047363
	Iteration 38Q: 3 clusters Score -616029.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -616030.312500 Penalty: 2873.047363
	Iteration 39Q: 3 clusters Score -616030.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -616030.312500 Penalty: 2873.047363
	Iteration 40F: 3 clusters Score -616030.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Entering Unmasked Estep 
Score: -688142.500000 Penalty: 1468.154297
	Iteration 0F: 2 clusters Score -688142.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -682011.125000 Penalty: 2936.308594
	Iteration 0F: 3 clusters Score -682011.1 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -684061.562500 Penalty: 2936.308594
	Iteration 1F: 3 clusters Score -684061.6 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -684409.687500 Penalty: 2936.308594
	Iteration 2F: 3 clusters Score -684409.7 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -684751.437500 Penalty: 2936.308594
	Iteration 3F: 3 clusters Score -684751.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -685156.500000 Penalty: 2936.308594
	Iteration 4F: 3 clusters Score -685156.5 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -685546.125000 Penalty: 2936.308594
	Iteration 5F: 3 clusters Score -685546.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -685955.687500 Penalty: 2936.308594
	Iteration 6F: 3 clusters Score -685955.7 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -686387.375000 Penalty: 2936.308594
	Iteration 7F: 3 clusters Score -686387.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -686734.812500 Penalty: 2936.308594
	Iteration 8F: 3 clusters Score -686734.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -686983.375000 Penalty: 2936.308594
	Iteration 9Q: 3 clusters Score -686983.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -687150.437500 Penalty: 2936.308594
	Iteration 10Q: 3 clusters Score -687150.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -687254.687500 Penalty: 2936.308594
	Iteration 11Q: 3 clusters Score -687254.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -687327.375000 Penalty: 2936.308594
	Iteration 12Q: 3 clusters Score -687327.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -687363.500000 Penalty: 2936.308594
	Iteration 13Q: 3 clusters Score -687363.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -687394.687500 Penalty: 2936.308594
	Iteration 14Q: 3 clusters Score -687394.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -687415.812500 Penalty: 2936.308594
	Iteration 15Q: 3 clusters Score -687415.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -687434.187500 Penalty: 2936.308594
	Iteration 16Q: 3 clusters Score -687434.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -687443.375000 Penalty: 2936.308594
	Iteration 17Q: 3 clusters Score -687443.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -687450.125000 Penalty: 2936.308594
	Iteration 18Q: 3 clusters Score -687450.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -687454.812500 Penalty: 2936.308594
	Iteration 19Q: 3 clusters Score -687454.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -687456.062500 Penalty: 2936.308594
	Iteration 20F: 3 clusters Score -687456.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -687459.125000 Penalty: 2936.308594
	Iteration 21Q: 3 clusters Score -687459.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -687460.125000 Penalty: 2936.308594
	Iteration 22Q: 3 clusters Score -687460.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -687460.562500 Penalty: 2936.308594
	Iteration 23Q: 3 clusters Score -687460.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -687461.875000 Penalty: 2936.308594
	Iteration 24Q: 3 clusters Score -687461.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -687461.875000 Penalty: 2936.308594
	Iteration 25F: 3 clusters Score -687461.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (63960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63960 members 
Entering Unmasked Estep 
Score: -5876192.000000 Penalty: 1798.227173
	Iteration 0F: 2 clusters Score -5876192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -5833415.500000 Penalty: 3596.454346
	Iteration 0F: 3 clusters Score -5833416 nChanged 30311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -5851178.000000 Penalty: 3596.454346
	Iteration 1F: 3 clusters Score -5851178 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -5852364.500000 Penalty: 3596.454346
	Iteration 2Q: 3 clusters Score -5852364 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -5854184.500000 Penalty: 3596.454346
	Iteration 3F: 3 clusters Score -5854184 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -5856649.000000 Penalty: 3596.454346
	Iteration 4F: 3 clusters Score -5856649 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -5859354.000000 Penalty: 3596.454346
	Iteration 5F: 3 clusters Score -5859354 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 39507 members 
Entering Unmasked Estep 
Score: -5861946.000000 Penalty: 3596.454346
	Iteration 6F: 3 clusters Score -5861946 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -5863807.500000 Penalty: 3596.454346
	Iteration 7F: 3 clusters Score -5863808 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -5865217.500000 Penalty: 3596.454346
	Iteration 8Q: 3 clusters Score -5865218 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -5866344.000000 Penalty: 3596.454346
	Iteration 9Q: 3 clusters Score -5866344 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 42591 members 
Entering Unmasked Estep 
Score: -5867592.000000 Penalty: 3596.454346
	Iteration 10Q: 3 clusters Score -5867592 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -5869366.000000 Penalty: 3596.454346
	Iteration 11Q: 3 clusters Score -5869366 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -5871410.500000 Penalty: 3596.454346
	Iteration 12Q: 3 clusters Score -5871410 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -5872883.500000 Penalty: 3596.454346
	Iteration 13Q: 3 clusters Score -5872884 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -5873566.000000 Penalty: 3596.454346
	Iteration 14Q: 3 clusters Score -5873566 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -5873837.000000 Penalty: 3596.454346
	Iteration 15Q: 3 clusters Score -5873837 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -5873979.500000 Penalty: 3596.454346
	Iteration 16Q: 3 clusters Score -5873980 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -5874054.500000 Penalty: 3596.454346
	Iteration 17Q: 3 clusters Score -5874054 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 43980 members 
Entering Unmasked Estep 
Score: -5874104.000000 Penalty: 3596.454346
	Iteration 18Q: 3 clusters Score -5874104 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -5874120.000000 Penalty: 3596.454346
	Iteration 19Q: 3 clusters Score -5874120 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -5874146.500000 Penalty: 3596.454346
	Iteration 20F: 3 clusters Score -5874146 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
Score: -5874167.000000 Penalty: 3596.454346
	Iteration 21Q: 3 clusters Score -5874167 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
Score: -5874150.500000 Penalty: 3596.454346
	Iteration 22Q: 3 clusters Score -5874150 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 44031 members 
Entering Unmasked Estep 
Score: -5874168.000000 Penalty: 3596.454346
	Iteration 23Q: 3 clusters Score -5874168 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -5874153.500000 Penalty: 3596.454346
	Iteration 24Q: 3 clusters Score -5874154 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 44016 members 
Entering Unmasked Estep 
Score: -5874163.000000 Penalty: 3596.454346
	Iteration 25Q: 3 clusters Score -5874163 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 43991 members 
Entering Unmasked Estep 
Score: -5874160.000000 Penalty: 3596.454346
	Iteration 26Q: 3 clusters Score -5874160 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
Score: -5874161.000000 Penalty: 3596.454346
	Iteration 27Q: 3 clusters Score -5874161 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -5874154.000000 Penalty: 3596.454346
	Iteration 28Q: 3 clusters Score -5874154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 43937 members 
Entering Unmasked Estep 
Score: -5874172.500000 Penalty: 3596.454346
	Iteration 29Q: 3 clusters Score -5874172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 43925 members 
Entering Unmasked Estep 
Score: -5874172.500000 Penalty: 3596.454346
	Iteration 30Q: 3 clusters Score -5874172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -5874174.500000 Penalty: 3596.454346
	Iteration 31Q: 3 clusters Score -5874174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -5874178.500000 Penalty: 3596.454346
	Iteration 32Q: 3 clusters Score -5874178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -5874171.500000 Penalty: 3596.454346
	Iteration 33Q: 3 clusters Score -5874172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
Score: -5874167.000000 Penalty: 3596.454346
	Iteration 34Q: 3 clusters Score -5874167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
Score: -5874166.000000 Penalty: 3596.454346
	Iteration 35Q: 3 clusters Score -5874166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 43876 members 
Entering Unmasked Estep 
Score: -5874165.000000 Penalty: 3596.454346
	Iteration 36Q: 3 clusters Score -5874165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 43871 members 
Entering Unmasked Estep 
Score: -5874164.500000 Penalty: 3596.454346
	Iteration 37Q: 3 clusters Score -5874164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -5874164.500000 Penalty: 3596.454346
	Iteration 38Q: 3 clusters Score -5874164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -5874169.000000 Penalty: 3596.454346
	Iteration 39Q: 3 clusters Score -5874169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -5874165.000000 Penalty: 3596.454346
	Iteration 40F: 3 clusters Score -5874165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 43846 members 
Entering Unmasked Estep 
Score: -5874166.500000 Penalty: 3596.454346
	Iteration 41Q: 3 clusters Score -5874166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 43846 members 
Entering Unmasked Estep 
Score: -5874160.000000 Penalty: 3596.454346
	Iteration 42Q: 3 clusters Score -5874160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 43847 members 
Entering Unmasked Estep 
Score: -5874156.500000 Penalty: 3596.454346
	Iteration 43Q: 3 clusters Score -5874156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -5874151.000000 Penalty: 3596.454346
	Iteration 44Q: 3 clusters Score -5874151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -5874151.000000 Penalty: 3596.454346
	Iteration 45F: 3 clusters Score -5874151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Entering Unmasked Estep 
Score: -725236.687500 Penalty: 1476.956543
	Iteration 0F: 2 clusters Score -725236.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -718791.687500 Penalty: 2953.913086
	Iteration 0F: 3 clusters Score -718791.7 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -721000.500000 Penalty: 2953.913086
	Iteration 1F: 3 clusters Score -721000.5 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -721418.562500 Penalty: 2953.913086
	Iteration 2F: 3 clusters Score -721418.6 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -721827.687500 Penalty: 2953.913086
	Iteration 3F: 3 clusters Score -721827.7 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -722235.687500 Penalty: 2953.913086
	Iteration 4F: 3 clusters Score -722235.7 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -722644.750000 Penalty: 2953.913086
	Iteration 5F: 3 clusters Score -722644.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -723059.187500 Penalty: 2953.913086
	Iteration 6F: 3 clusters Score -723059.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -723409.250000 Penalty: 2953.913086
	Iteration 7F: 3 clusters Score -723409.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -723648.375000 Penalty: 2953.913086
	Iteration 8Q: 3 clusters Score -723648.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -723793.375000 Penalty: 2953.913086
	Iteration 9Q: 3 clusters Score -723793.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -723909.875000 Penalty: 2953.913086
	Iteration 10Q: 3 clusters Score -723909.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -724012.500000 Penalty: 2953.913086
	Iteration 11Q: 3 clusters Score -724012.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -724089.000000 Penalty: 2953.913086
	Iteration 12Q: 3 clusters Score -724089 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -724139.500000 Penalty: 2953.913086
	Iteration 13Q: 3 clusters Score -724139.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -724183.187500 Penalty: 2953.913086
	Iteration 14Q: 3 clusters Score -724183.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -724221.812500 Penalty: 2953.913086
	Iteration 15Q: 3 clusters Score -724221.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -724264.312500 Penalty: 2953.913086
	Iteration 16Q: 3 clusters Score -724264.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -724305.187500 Penalty: 2953.913086
	Iteration 17Q: 3 clusters Score -724305.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -724334.250000 Penalty: 2953.913086
	Iteration 18Q: 3 clusters Score -724334.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -724367.187500 Penalty: 2953.913086
	Iteration 19Q: 3 clusters Score -724367.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -724399.250000 Penalty: 2953.913086
	Iteration 20F: 3 clusters Score -724399.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -724423.500000 Penalty: 2953.913086
	Iteration 21Q: 3 clusters Score -724423.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -724452.437500 Penalty: 2953.913086
	Iteration 22Q: 3 clusters Score -724452.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -724477.937500 Penalty: 2953.913086
	Iteration 23Q: 3 clusters Score -724477.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -724499.750000 Penalty: 2953.913086
	Iteration 24Q: 3 clusters Score -724499.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -724522.250000 Penalty: 2953.913086
	Iteration 25Q: 3 clusters Score -724522.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -724553.687500 Penalty: 2953.913086
	Iteration 26Q: 3 clusters Score -724553.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -724581.812500 Penalty: 2953.913086
	Iteration 27Q: 3 clusters Score -724581.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -724602.187500 Penalty: 2953.913086
	Iteration 28Q: 3 clusters Score -724602.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -724617.687500 Penalty: 2953.913086
	Iteration 29Q: 3 clusters Score -724617.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -724631.312500 Penalty: 2953.913086
	Iteration 30Q: 3 clusters Score -724631.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -724646.562500 Penalty: 2953.913086
	Iteration 31Q: 3 clusters Score -724646.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -724655.250000 Penalty: 2953.913086
	Iteration 32Q: 3 clusters Score -724655.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -724661.250000 Penalty: 2953.913086
	Iteration 33Q: 3 clusters Score -724661.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -724664.875000 Penalty: 2953.913086
	Iteration 34Q: 3 clusters Score -724664.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -724667.500000 Penalty: 2953.913086
	Iteration 35Q: 3 clusters Score -724667.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -724669.625000 Penalty: 2953.913086
	Iteration 36Q: 3 clusters Score -724669.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -724672.125000 Penalty: 2953.913086
	Iteration 37Q: 3 clusters Score -724672.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -724671.937500 Penalty: 2953.913086
	Iteration 38Q: 3 clusters Score -724671.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -724672.375000 Penalty: 2953.913086
	Iteration 39Q: 3 clusters Score -724672.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -724672.812500 Penalty: 2953.913086
	Iteration 40F: 3 clusters Score -724672.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -724672.312500 Penalty: 2953.913086
	Iteration 41Q: 3 clusters Score -724672.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -724675.250000 Penalty: 2953.913086
	Iteration 42Q: 3 clusters Score -724675.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -724675.187500 Penalty: 2953.913086
	Iteration 43Q: 3 clusters Score -724675.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -724676.250000 Penalty: 2953.913086
	Iteration 44Q: 3 clusters Score -724676.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -724675.125000 Penalty: 2953.913086
	Iteration 45Q: 3 clusters Score -724675.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -724675.937500 Penalty: 2953.913086
	Iteration 46Q: 3 clusters Score -724675.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -724676.937500 Penalty: 2953.913086
	Iteration 47Q: 3 clusters Score -724676.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -724677.062500 Penalty: 2953.913086
	Iteration 48Q: 3 clusters Score -724677.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -724677.187500 Penalty: 2953.913086
	Iteration 49Q: 3 clusters Score -724677.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -724678.062500 Penalty: 2953.913086
	Iteration 50Q: 3 clusters Score -724678.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -724677.000000 Penalty: 2953.913086
	Iteration 51Q: 3 clusters Score -724677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -724677.000000 Penalty: 2953.913086
	Iteration 52F: 3 clusters Score -724677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Entering Unmasked Estep 
Score: -146710.046875 Penalty: 1213.726074
	Iteration 0F: 2 clusters Score -146710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -144827.375000 Penalty: 2427.452148
	Iteration 0F: 3 clusters Score -144827.4 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -145299.593750 Penalty: 2427.452148
	Iteration 1F: 3 clusters Score -145299.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -145605.375000 Penalty: 2427.452148
	Iteration 2F: 3 clusters Score -145605.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -145953.562500 Penalty: 2427.452148
	Iteration 3F: 3 clusters Score -145953.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -146163.984375 Penalty: 2427.452148
	Iteration 4F: 3 clusters Score -146164 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -146318.718750 Penalty: 2427.452148
	Iteration 5F: 3 clusters Score -146318.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -146445.500000 Penalty: 2427.452148
	Iteration 6Q: 3 clusters Score -146445.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -146549.015625 Penalty: 2427.452148
	Iteration 7Q: 3 clusters Score -146549 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -146676.203125 Penalty: 2427.452148
	Iteration 8Q: 3 clusters Score -146676.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -146799.921875 Penalty: 2427.452148
	Iteration 9Q: 3 clusters Score -146799.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -146911.765625 Penalty: 2427.452148
	Iteration 10Q: 3 clusters Score -146911.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -147069.484375 Penalty: 2427.452148
	Iteration 11Q: 3 clusters Score -147069.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -147122.375000 Penalty: 2427.452148
	Iteration 12Q: 3 clusters Score -147122.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -147133.640625 Penalty: 2427.452148
	Iteration 13Q: 3 clusters Score -147133.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -147136.734375 Penalty: 2427.452148
	Iteration 14Q: 3 clusters Score -147136.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -147136.734375 Penalty: 2427.452148
	Iteration 15F: 3 clusters Score -147136.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 8390 members 
Mstep: Class 3 contains 63960 members 
Mstep: Class 4 contains 8857 members 
Mstep: Class 5 contains 1109 members 
Mstep: Class 6 contains 1606 members 
Mstep: Class 7 contains 52335 members 
Mstep: Class 8 contains 2060 members 
Mstep: Class 9 contains 124677 members 
Mstep: Class 10 contains 9479 members 
Mstep: Class 11 contains 12849 members 
Mstep: Class 12 contains 60565 members 
Mstep: Class 13 contains 15726 members 
Mstep: Class 14 contains 28908 members 
Mstep: Class 15 contains 60871 members 
Mstep: Class 16 contains 61971 members 
Mstep: Class 17 contains 41510 members 
Mstep: Class 18 contains 6175 members 
Mstep: Class 19 contains 70936 members 
Mstep: Class 20 contains 20476 members 
Mstep: Class 21 contains 14324 members 
Mstep: Class 22 contains 9561 members 
Mstep: Class 23 contains 27801 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 7397 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 13168 members 
Mstep: Class 28 contains 1166 members 
Mstep: Class 29 contains 11089 members 
Mstep: Class 30 contains 94206 members 
Mstep: Class 31 contains 3532 members 
Mstep: Class 32 contains 1719 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 495 members 
Mstep: Class 36 contains 92304 members 
Mstep: Class 37 contains 3163 members 
Mstep: Class 38 contains 2859 members 
Mstep: Class 39 contains 1965 members 
Mstep: Class 40 contains 3066 members 
Mstep: Class 41 contains 2755 members 
Mstep: Class 42 contains 2702 members 
Mstep: Class 43 contains 1142 members 
Mstep: Class 44 contains 644 members 
Entering Unmasked Estep 
Score: -84456928.000000 Penalty: 98476.570312
Splitting cluster 5 changes total score from -84457456.000000 to -84456928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Entering Unmasked Estep 
Score: -134195.140625 Penalty: 1199.494019
	Iteration 0F: 2 clusters Score -134195.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -132366.484375 Penalty: 2398.988037
	Iteration 0F: 3 clusters Score -132366.5 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -132769.234375 Penalty: 2398.988037
	Iteration 1F: 3 clusters Score -132769.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -132915.140625 Penalty: 2398.988037
	Iteration 2F: 3 clusters Score -132915.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -133002.906250 Penalty: 2398.988037
	Iteration 3F: 3 clusters Score -133002.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -133080.281250 Penalty: 2398.988037
	Iteration 4F: 3 clusters Score -133080.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -133148.687500 Penalty: 2398.988037
	Iteration 5Q: 3 clusters Score -133148.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -133201.359375 Penalty: 2398.988037
	Iteration 6Q: 3 clusters Score -133201.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -133250.843750 Penalty: 2398.988037
	Iteration 7Q: 3 clusters Score -133250.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -133306.500000 Penalty: 2398.988037
	Iteration 8Q: 3 clusters Score -133306.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -133344.750000 Penalty: 2398.988037
	Iteration 9Q: 3 clusters Score -133344.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -133379.218750 Penalty: 2398.988037
	Iteration 10Q: 3 clusters Score -133379.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -133404.890625 Penalty: 2398.988037
	Iteration 11Q: 3 clusters Score -133404.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -133440.234375 Penalty: 2398.988037
	Iteration 12Q: 3 clusters Score -133440.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -133473.187500 Penalty: 2398.988037
	Iteration 13Q: 3 clusters Score -133473.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -133507.203125 Penalty: 2398.988037
	Iteration 14Q: 3 clusters Score -133507.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -133525.156250 Penalty: 2398.988037
	Iteration 15Q: 3 clusters Score -133525.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -133540.609375 Penalty: 2398.988037
	Iteration 16Q: 3 clusters Score -133540.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -133557.078125 Penalty: 2398.988037
	Iteration 17Q: 3 clusters Score -133557.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -133574.687500 Penalty: 2398.988037
	Iteration 18Q: 3 clusters Score -133574.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -133581.843750 Penalty: 2398.988037
	Iteration 19Q: 3 clusters Score -133581.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -133584.187500 Penalty: 2398.988037
	Iteration 20F: 3 clusters Score -133584.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -133586.312500 Penalty: 2398.988037
	Iteration 21Q: 3 clusters Score -133586.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -133587.656250 Penalty: 2398.988037
	Iteration 22Q: 3 clusters Score -133587.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -133589.687500 Penalty: 2398.988037
	Iteration 23Q: 3 clusters Score -133589.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -133590.906250 Penalty: 2398.988037
	Iteration 24Q: 3 clusters Score -133590.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -133593.578125 Penalty: 2398.988037
	Iteration 25Q: 3 clusters Score -133593.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -133598.359375 Penalty: 2398.988037
	Iteration 26Q: 3 clusters Score -133598.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -133602.421875 Penalty: 2398.988037
	Iteration 27Q: 3 clusters Score -133602.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -133605.187500 Penalty: 2398.988037
	Iteration 28Q: 3 clusters Score -133605.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -133607.546875 Penalty: 2398.988037
	Iteration 29Q: 3 clusters Score -133607.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -133607.546875 Penalty: 2398.988037
	Iteration 30F: 3 clusters Score -133607.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (52335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52335 members 
Entering Unmasked Estep 
Score: -4684438.000000 Penalty: 1765.630859
	Iteration 0F: 2 clusters Score -4684438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -4649359.500000 Penalty: 3531.261719
	Iteration 0F: 3 clusters Score -4649360 nChanged 24716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -4663168.500000 Penalty: 3531.261719
	Iteration 1F: 3 clusters Score -4663168 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -4663619.000000 Penalty: 3531.261719
	Iteration 2Q: 3 clusters Score -4663619 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -4664107.500000 Penalty: 3531.261719
	Iteration 3Q: 3 clusters Score -4664108 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -4664698.000000 Penalty: 3531.261719
	Iteration 4Q: 3 clusters Score -4664698 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -4665294.000000 Penalty: 3531.261719
	Iteration 5Q: 3 clusters Score -4665294 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -4666044.500000 Penalty: 3531.261719
	Iteration 6Q: 3 clusters Score -4666044 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -4666959.000000 Penalty: 3531.261719
	Iteration 7Q: 3 clusters Score -4666959 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -4668213.500000 Penalty: 3531.261719
	Iteration 8Q: 3 clusters Score -4668214 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -4669881.000000 Penalty: 3531.261719
	Iteration 9F: 3 clusters Score -4669881 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -4672026.000000 Penalty: 3531.261719
	Iteration 10F: 3 clusters Score -4672026 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -4674480.000000 Penalty: 3531.261719
	Iteration 11F: 3 clusters Score -4674480 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -4676639.500000 Penalty: 3531.261719
	Iteration 12F: 3 clusters Score -4676640 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -4678279.000000 Penalty: 3531.261719
	Iteration 13Q: 3 clusters Score -4678279 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -4679335.500000 Penalty: 3531.261719
	Iteration 14Q: 3 clusters Score -4679336 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -4679896.000000 Penalty: 3531.261719
	Iteration 15Q: 3 clusters Score -4679896 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -4680233.000000 Penalty: 3531.261719
	Iteration 16Q: 3 clusters Score -4680233 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -4680551.000000 Penalty: 3531.261719
	Iteration 17Q: 3 clusters Score -4680551 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -4680798.500000 Penalty: 3531.261719
	Iteration 18Q: 3 clusters Score -4680798 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -4681058.000000 Penalty: 3531.261719
	Iteration 19Q: 3 clusters Score -4681058 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -4681284.000000 Penalty: 3531.261719
	Iteration 20F: 3 clusters Score -4681284 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44844 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -4681481.000000 Penalty: 3531.261719
	Iteration 21Q: 3 clusters Score -4681481 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -4681622.500000 Penalty: 3531.261719
	Iteration 22Q: 3 clusters Score -4681622 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -4681762.500000 Penalty: 3531.261719
	Iteration 23Q: 3 clusters Score -4681762 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -4681877.500000 Penalty: 3531.261719
	Iteration 24Q: 3 clusters Score -4681878 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -4681974.000000 Penalty: 3531.261719
	Iteration 25Q: 3 clusters Score -4681974 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -4682059.000000 Penalty: 3531.261719
	Iteration 26Q: 3 clusters Score -4682059 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47124 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -4682155.000000 Penalty: 3531.261719
	Iteration 27Q: 3 clusters Score -4682155 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -4682234.500000 Penalty: 3531.261719
	Iteration 28Q: 3 clusters Score -4682234 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47677 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -4682288.500000 Penalty: 3531.261719
	Iteration 29Q: 3 clusters Score -4682288 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47938 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -4682352.500000 Penalty: 3531.261719
	Iteration 30Q: 3 clusters Score -4682352 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48184 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -4682419.500000 Penalty: 3531.261719
	Iteration 31Q: 3 clusters Score -4682420 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48439 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -4682501.000000 Penalty: 3531.261719
	Iteration 32Q: 3 clusters Score -4682501 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48663 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -4682555.500000 Penalty: 3531.261719
	Iteration 33Q: 3 clusters Score -4682556 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48876 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -4682624.500000 Penalty: 3531.261719
	Iteration 34Q: 3 clusters Score -4682624 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49082 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -4682687.000000 Penalty: 3531.261719
	Iteration 35Q: 3 clusters Score -4682687 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49293 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -4682753.000000 Penalty: 3531.261719
	Iteration 36Q: 3 clusters Score -4682753 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49480 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -4682791.500000 Penalty: 3531.261719
	Iteration 37Q: 3 clusters Score -4682792 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49638 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -4682844.000000 Penalty: 3531.261719
	Iteration 38Q: 3 clusters Score -4682844 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49760 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -4682874.000000 Penalty: 3531.261719
	Iteration 39Q: 3 clusters Score -4682874 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49880 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -4682906.000000 Penalty: 3531.261719
	Iteration 40F: 3 clusters Score -4682906 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49985 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -4682918.000000 Penalty: 3531.261719
	Iteration 41Q: 3 clusters Score -4682918 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -4682961.000000 Penalty: 3531.261719
	Iteration 42Q: 3 clusters Score -4682961 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50208 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -4682993.000000 Penalty: 3531.261719
	Iteration 43Q: 3 clusters Score -4682993 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50293 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -4683027.500000 Penalty: 3531.261719
	Iteration 44Q: 3 clusters Score -4683028 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50382 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -4683037.500000 Penalty: 3531.261719
	Iteration 45Q: 3 clusters Score -4683038 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50460 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -4683057.500000 Penalty: 3531.261719
	Iteration 46Q: 3 clusters Score -4683058 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50521 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4683075.000000 Penalty: 3531.261719
	Iteration 47Q: 3 clusters Score -4683075 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50579 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4683087.000000 Penalty: 3531.261719
	Iteration 48Q: 3 clusters Score -4683087 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50624 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4683110.500000 Penalty: 3531.261719
	Iteration 49Q: 3 clusters Score -4683110 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50670 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4683129.000000 Penalty: 3531.261719
	Iteration 50Q: 3 clusters Score -4683129 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50712 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4683136.500000 Penalty: 3531.261719
	Iteration 51Q: 3 clusters Score -4683136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50745 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4683143.500000 Penalty: 3531.261719
	Iteration 52Q: 3 clusters Score -4683144 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50780 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4683159.000000 Penalty: 3531.261719
	Iteration 53Q: 3 clusters Score -4683159 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50821 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -4683162.500000 Penalty: 3531.261719
	Iteration 54Q: 3 clusters Score -4683162 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50852 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4683171.000000 Penalty: 3531.261719
	Iteration 55Q: 3 clusters Score -4683171 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4683183.500000 Penalty: 3531.261719
	Iteration 56Q: 3 clusters Score -4683184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50901 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4683191.000000 Penalty: 3531.261719
	Iteration 57Q: 3 clusters Score -4683191 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50940 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -4683199.500000 Penalty: 3531.261719
	Iteration 58Q: 3 clusters Score -4683200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50964 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4683206.000000 Penalty: 3531.261719
	Iteration 59Q: 3 clusters Score -4683206 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50991 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4683217.500000 Penalty: 3531.261719
	Iteration 60F: 3 clusters Score -4683218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51011 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4683222.000000 Penalty: 3531.261719
	Iteration 61Q: 3 clusters Score -4683222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51034 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4683235.000000 Penalty: 3531.261719
	Iteration 62Q: 3 clusters Score -4683235 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4683238.500000 Penalty: 3531.261719
	Iteration 63Q: 3 clusters Score -4683238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51077 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4683250.500000 Penalty: 3531.261719
	Iteration 64Q: 3 clusters Score -4683250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51087 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4683251.500000 Penalty: 3531.261719
	Iteration 65Q: 3 clusters Score -4683252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51094 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4683254.500000 Penalty: 3531.261719
	Iteration 66Q: 3 clusters Score -4683254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51101 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4683254.500000 Penalty: 3531.261719
	Iteration 67Q: 3 clusters Score -4683254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51106 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4683258.500000 Penalty: 3531.261719
	Iteration 68Q: 3 clusters Score -4683258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51115 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4683254.500000 Penalty: 3531.261719
	Iteration 69Q: 3 clusters Score -4683254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4683259.000000 Penalty: 3531.261719
	Iteration 70Q: 3 clusters Score -4683259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51123 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4683259.000000 Penalty: 3531.261719
	Iteration 71Q: 3 clusters Score -4683259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51127 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4683260.000000 Penalty: 3531.261719
	Iteration 72Q: 3 clusters Score -4683260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51129 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4683261.000000 Penalty: 3531.261719
	Iteration 73Q: 3 clusters Score -4683261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51131 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4683261.500000 Penalty: 3531.261719
	Iteration 74Q: 3 clusters Score -4683262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51134 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4683262.500000 Penalty: 3531.261719
	Iteration 75Q: 3 clusters Score -4683262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51142 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -4683259.500000 Penalty: 3531.261719
	Iteration 76Q: 3 clusters Score -4683260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51143 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4683260.000000 Penalty: 3531.261719
	Iteration 77Q: 3 clusters Score -4683260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51144 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4683260.000000 Penalty: 3531.261719
	Iteration 78Q: 3 clusters Score -4683260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51150 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4683264.000000 Penalty: 3531.261719
	Iteration 79Q: 3 clusters Score -4683264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51157 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4683263.500000 Penalty: 3531.261719
	Iteration 80F: 3 clusters Score -4683264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51164 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4683258.000000 Penalty: 3531.261719
	Iteration 81Q: 3 clusters Score -4683258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51170 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4683260.500000 Penalty: 3531.261719
	Iteration 82Q: 3 clusters Score -4683260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51178 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4683261.500000 Penalty: 3531.261719
	Iteration 83Q: 3 clusters Score -4683262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51182 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4683264.000000 Penalty: 3531.261719
	Iteration 84Q: 3 clusters Score -4683264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51185 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4683268.000000 Penalty: 3531.261719
	Iteration 85Q: 3 clusters Score -4683268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51189 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4683268.000000 Penalty: 3531.261719
	Iteration 86Q: 3 clusters Score -4683268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51193 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4683266.000000 Penalty: 3531.261719
	Iteration 87Q: 3 clusters Score -4683266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4683265.500000 Penalty: 3531.261719
	Iteration 88Q: 3 clusters Score -4683266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51199 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4683271.000000 Penalty: 3531.261719
	Iteration 89Q: 3 clusters Score -4683271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51201 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4683268.500000 Penalty: 3531.261719
	Iteration 90Q: 3 clusters Score -4683268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4683270.500000 Penalty: 3531.261719
	Iteration 91Q: 3 clusters Score -4683270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51205 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4683271.000000 Penalty: 3531.261719
	Iteration 92Q: 3 clusters Score -4683271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51207 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4683270.000000 Penalty: 3531.261719
	Iteration 93Q: 3 clusters Score -4683270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51209 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4683268.000000 Penalty: 3531.261719
	Iteration 94Q: 3 clusters Score -4683268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51209 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4683268.000000 Penalty: 3531.261719
	Iteration 95F: 3 clusters Score -4683268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Entering Unmasked Estep 
Score: -177711.640625 Penalty: 1239.949951
	Iteration 0F: 2 clusters Score -177711.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -175568.250000 Penalty: 2479.899902
	Iteration 0F: 3 clusters Score -175568.2 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -176045.906250 Penalty: 2479.899902
	Iteration 1F: 3 clusters Score -176045.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -176200.109375 Penalty: 2479.899902
	Iteration 2F: 3 clusters Score -176200.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -176286.859375 Penalty: 2479.899902
	Iteration 3F: 3 clusters Score -176286.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -176354.640625 Penalty: 2479.899902
	Iteration 4Q: 3 clusters Score -176354.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -176419.484375 Penalty: 2479.899902
	Iteration 5Q: 3 clusters Score -176419.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -176480.375000 Penalty: 2479.899902
	Iteration 6Q: 3 clusters Score -176480.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -176555.203125 Penalty: 2479.899902
	Iteration 7Q: 3 clusters Score -176555.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -176626.421875 Penalty: 2479.899902
	Iteration 8Q: 3 clusters Score -176626.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -176691.781250 Penalty: 2479.899902
	Iteration 9Q: 3 clusters Score -176691.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -176755.171875 Penalty: 2479.899902
	Iteration 10Q: 3 clusters Score -176755.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -176810.078125 Penalty: 2479.899902
	Iteration 11Q: 3 clusters Score -176810.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -176867.328125 Penalty: 2479.899902
	Iteration 12Q: 3 clusters Score -176867.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -176931.593750 Penalty: 2479.899902
	Iteration 13Q: 3 clusters Score -176931.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -176983.640625 Penalty: 2479.899902
	Iteration 14Q: 3 clusters Score -176983.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -177060.937500 Penalty: 2479.899902
	Iteration 15Q: 3 clusters Score -177060.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -177144.187500 Penalty: 2479.899902
	Iteration 16Q: 3 clusters Score -177144.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -177225.140625 Penalty: 2479.899902
	Iteration 17Q: 3 clusters Score -177225.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -177296.781250 Penalty: 2479.899902
	Iteration 18Q: 3 clusters Score -177296.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -177363.156250 Penalty: 2479.899902
	Iteration 19Q: 3 clusters Score -177363.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -177475.656250 Penalty: 2479.899902
	Iteration 20F: 3 clusters Score -177475.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -177545.093750 Penalty: 2479.899902
	Iteration 21Q: 3 clusters Score -177545.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -177586.640625 Penalty: 2479.899902
	Iteration 22Q: 3 clusters Score -177586.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -177603.531250 Penalty: 2479.899902
	Iteration 23Q: 3 clusters Score -177603.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -177611.437500 Penalty: 2479.899902
	Iteration 24Q: 3 clusters Score -177611.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -177612.703125 Penalty: 2479.899902
	Iteration 25Q: 3 clusters Score -177612.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -177615.484375 Penalty: 2479.899902
	Iteration 26Q: 3 clusters Score -177615.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -177617.328125 Penalty: 2479.899902
	Iteration 27Q: 3 clusters Score -177617.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -177618.546875 Penalty: 2479.899902
	Iteration 28Q: 3 clusters Score -177618.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -177618.546875 Penalty: 2479.899902
	Iteration 29F: 3 clusters Score -177618.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (124677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124677 members 
Entering Unmasked Estep 
Score: -11821375.000000 Penalty: 1906.690674
	Iteration 0F: 2 clusters Score -1.182138e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62267 members 
Mstep: Class 2 contains 62410 members 
Entering Unmasked Estep 
Score: -11737565.000000 Penalty: 3813.381348
	Iteration 0F: 3 clusters Score -1.173756e+07 nChanged 60159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59602 members 
Mstep: Class 2 contains 65075 members 
Entering Unmasked Estep 
Score: -11772812.000000 Penalty: 3813.381348
	Iteration 1F: 3 clusters Score -1.177281e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57786 members 
Mstep: Class 2 contains 66891 members 
Entering Unmasked Estep 
Score: -11773789.000000 Penalty: 3813.381348
	Iteration 2Q: 3 clusters Score -1.177379e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54943 members 
Mstep: Class 2 contains 69734 members 
Entering Unmasked Estep 
Score: -11775207.000000 Penalty: 3813.381348
	Iteration 3Q: 3 clusters Score -1.177521e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50448 members 
Mstep: Class 2 contains 74229 members 
Entering Unmasked Estep 
Score: -11777668.000000 Penalty: 3813.381348
	Iteration 4Q: 3 clusters Score -1.177767e+07 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 80805 members 
Entering Unmasked Estep 
Score: -11782159.000000 Penalty: 3813.381348
	Iteration 5F: 3 clusters Score -1.178216e+07 nChanged 9443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 89340 members 
Entering Unmasked Estep 
Score: -11789045.000000 Penalty: 3813.381348
	Iteration 6F: 3 clusters Score -1.178904e+07 nChanged 9888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 98602 members 
Entering Unmasked Estep 
Score: -11797134.000000 Penalty: 3813.381348
	Iteration 7F: 3 clusters Score -1.179713e+07 nChanged 8814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 107114 members 
Entering Unmasked Estep 
Score: -11804615.000000 Penalty: 3813.381348
	Iteration 8F: 3 clusters Score -1.180462e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 113711 members 
Entering Unmasked Estep 
Score: -11810329.000000 Penalty: 3813.381348
	Iteration 9F: 3 clusters Score -1.181033e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 118254 members 
Entering Unmasked Estep 
Score: -11814366.000000 Penalty: 3813.381348
	Iteration 10Q: 3 clusters Score -1.181437e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 121145 members 
Entering Unmasked Estep 
Score: -11816984.000000 Penalty: 3813.381348
	Iteration 11Q: 3 clusters Score -1.181698e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 122705 members 
Entering Unmasked Estep 
Score: -11818332.000000 Penalty: 3813.381348
	Iteration 12Q: 3 clusters Score -1.181833e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 123504 members 
Entering Unmasked Estep 
Score: -11818981.000000 Penalty: 3813.381348
	Iteration 13Q: 3 clusters Score -1.181898e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 123941 members 
Entering Unmasked Estep 
Score: -11819347.000000 Penalty: 3813.381348
	Iteration 14Q: 3 clusters Score -1.181935e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 124113 members 
Entering Unmasked Estep 
Score: -11819509.000000 Penalty: 3813.381348
	Iteration 15Q: 3 clusters Score -1.181951e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 124196 members 
Entering Unmasked Estep 
Score: -11819612.000000 Penalty: 3813.381348
	Iteration 16Q: 3 clusters Score -1.181961e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 124246 members 
Entering Unmasked Estep 
Score: -11819681.000000 Penalty: 3813.381348
	Iteration 17Q: 3 clusters Score -1.181968e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 124272 members 
Entering Unmasked Estep 
Score: -11819693.000000 Penalty: 3813.381348
	Iteration 18Q: 3 clusters Score -1.181969e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 124298 members 
Entering Unmasked Estep 
Score: -11819743.000000 Penalty: 3813.381348
	Iteration 19Q: 3 clusters Score -1.181974e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 124323 members 
Entering Unmasked Estep 
Score: -11819751.000000 Penalty: 3813.381348
	Iteration 20F: 3 clusters Score -1.181975e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 124335 members 
Entering Unmasked Estep 
Score: -11819777.000000 Penalty: 3813.381348
	Iteration 21Q: 3 clusters Score -1.181978e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 124340 members 
Entering Unmasked Estep 
Score: -11819801.000000 Penalty: 3813.381348
	Iteration 22Q: 3 clusters Score -1.18198e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 124346 members 
Entering Unmasked Estep 
Score: -11819815.000000 Penalty: 3813.381348
	Iteration 23Q: 3 clusters Score -1.181982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 124349 members 
Entering Unmasked Estep 
Score: -11819822.000000 Penalty: 3813.381348
	Iteration 24Q: 3 clusters Score -1.181982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 124349 members 
Entering Unmasked Estep 
Score: -11819822.000000 Penalty: 3813.381348
	Iteration 25Q: 3 clusters Score -1.181982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 124351 members 
Entering Unmasked Estep 
Score: -11819819.000000 Penalty: 3813.381348
	Iteration 26Q: 3 clusters Score -1.181982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 124353 members 
Entering Unmasked Estep 
Score: -11819831.000000 Penalty: 3813.381348
	Iteration 27Q: 3 clusters Score -1.181983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 124351 members 
Entering Unmasked Estep 
Score: -11819832.000000 Penalty: 3813.381348
	Iteration 28Q: 3 clusters Score -1.181983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 124350 members 
Entering Unmasked Estep 
Score: -11819835.000000 Penalty: 3813.381348
	Iteration 29Q: 3 clusters Score -1.181984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 124347 members 
Entering Unmasked Estep 
Score: -11819830.000000 Penalty: 3813.381348
	Iteration 30Q: 3 clusters Score -1.181983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 124347 members 
Entering Unmasked Estep 
Score: -11819830.000000 Penalty: 3813.381348
	Iteration 31F: 3 clusters Score -1.181983e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Entering Unmasked Estep 
Score: -871665.375000 Penalty: 1487.985474
	Iteration 0F: 2 clusters Score -871665.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -864787.875000 Penalty: 2975.970947
	Iteration 0F: 3 clusters Score -864787.9 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -866992.187500 Penalty: 2975.970947
	Iteration 1F: 3 clusters Score -866992.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -867226.625000 Penalty: 2975.970947
	Iteration 2F: 3 clusters Score -867226.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -867419.625000 Penalty: 2975.970947
	Iteration 3Q: 3 clusters Score -867419.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -867589.562500 Penalty: 2975.970947
	Iteration 4Q: 3 clusters Score -867589.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -867746.937500 Penalty: 2975.970947
	Iteration 5Q: 3 clusters Score -867746.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -867896.875000 Penalty: 2975.970947
	Iteration 6Q: 3 clusters Score -867896.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -868057.687500 Penalty: 2975.970947
	Iteration 7Q: 3 clusters Score -868057.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -868214.062500 Penalty: 2975.970947
	Iteration 8Q: 3 clusters Score -868214.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -868407.875000 Penalty: 2975.970947
	Iteration 9Q: 3 clusters Score -868407.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -868643.875000 Penalty: 2975.970947
	Iteration 10Q: 3 clusters Score -868643.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -868890.437500 Penalty: 2975.970947
	Iteration 11Q: 3 clusters Score -868890.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -869131.750000 Penalty: 2975.970947
	Iteration 12Q: 3 clusters Score -869131.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -869373.187500 Penalty: 2975.970947
	Iteration 13Q: 3 clusters Score -869373.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -869609.250000 Penalty: 2975.970947
	Iteration 14Q: 3 clusters Score -869609.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -869812.875000 Penalty: 2975.970947
	Iteration 15Q: 3 clusters Score -869812.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -869960.250000 Penalty: 2975.970947
	Iteration 16Q: 3 clusters Score -869960.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -870083.500000 Penalty: 2975.970947
	Iteration 17Q: 3 clusters Score -870083.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -870169.500000 Penalty: 2975.970947
	Iteration 18Q: 3 clusters Score -870169.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -870224.375000 Penalty: 2975.970947
	Iteration 19Q: 3 clusters Score -870224.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -870272.562500 Penalty: 2975.970947
	Iteration 20F: 3 clusters Score -870272.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -870311.000000 Penalty: 2975.970947
	Iteration 21Q: 3 clusters Score -870311 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -870338.437500 Penalty: 2975.970947
	Iteration 22Q: 3 clusters Score -870338.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -870358.312500 Penalty: 2975.970947
	Iteration 23Q: 3 clusters Score -870358.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -870369.375000 Penalty: 2975.970947
	Iteration 24Q: 3 clusters Score -870369.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -870380.375000 Penalty: 2975.970947
	Iteration 25Q: 3 clusters Score -870380.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -870386.000000 Penalty: 2975.970947
	Iteration 26Q: 3 clusters Score -870386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -870388.625000 Penalty: 2975.970947
	Iteration 27Q: 3 clusters Score -870388.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -870391.187500 Penalty: 2975.970947
	Iteration 28Q: 3 clusters Score -870391.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -870393.687500 Penalty: 2975.970947
	Iteration 29Q: 3 clusters Score -870393.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -870395.062500 Penalty: 2975.970947
	Iteration 30Q: 3 clusters Score -870395.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -870395.687500 Penalty: 2975.970947
	Iteration 31Q: 3 clusters Score -870395.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -870396.500000 Penalty: 2975.970947
	Iteration 32Q: 3 clusters Score -870396.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -870395.750000 Penalty: 2975.970947
	Iteration 33Q: 3 clusters Score -870395.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -870395.750000 Penalty: 2975.970947
	Iteration 34F: 3 clusters Score -870395.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Entering Unmasked Estep 
Score: -1137360.875000 Penalty: 1537.416016
	Iteration 0F: 2 clusters Score -1137361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1128296.125000 Penalty: 3074.832031
	Iteration 0F: 3 clusters Score -1128296 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1131478.250000 Penalty: 3074.832031
	Iteration 1F: 3 clusters Score -1131478 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1131877.500000 Penalty: 3074.832031
	Iteration 2F: 3 clusters Score -1131878 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1132273.250000 Penalty: 3074.832031
	Iteration 3F: 3 clusters Score -1132273 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1132761.750000 Penalty: 3074.832031
	Iteration 4F: 3 clusters Score -1132762 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1133444.125000 Penalty: 3074.832031
	Iteration 5F: 3 clusters Score -1133444 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1134126.875000 Penalty: 3074.832031
	Iteration 6F: 3 clusters Score -1134127 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1134701.875000 Penalty: 3074.832031
	Iteration 7F: 3 clusters Score -1134702 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1135106.000000 Penalty: 3074.832031
	Iteration 8F: 3 clusters Score -1135106 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1135407.625000 Penalty: 3074.832031
	Iteration 9Q: 3 clusters Score -1135408 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1135660.250000 Penalty: 3074.832031
	Iteration 10Q: 3 clusters Score -1135660 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1135880.125000 Penalty: 3074.832031
	Iteration 11Q: 3 clusters Score -1135880 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1136141.750000 Penalty: 3074.832031
	Iteration 12Q: 3 clusters Score -1136142 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1136416.375000 Penalty: 3074.832031
	Iteration 13Q: 3 clusters Score -1136416 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1136730.625000 Penalty: 3074.832031
	Iteration 14Q: 3 clusters Score -1136731 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1137028.375000 Penalty: 3074.832031
	Iteration 15Q: 3 clusters Score -1137028 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1137318.500000 Penalty: 3074.832031
	Iteration 16Q: 3 clusters Score -1137318 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1137625.750000 Penalty: 3074.832031
	Iteration 17Q: 3 clusters Score -1137626 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1137959.250000 Penalty: 3074.832031
	Iteration 18Q: 3 clusters Score -1137959 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1138232.250000 Penalty: 3074.832031
	Iteration 19Q: 3 clusters Score -1138232 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1138445.750000 Penalty: 3074.832031
	Iteration 20F: 3 clusters Score -1138446 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1138607.375000 Penalty: 3074.832031
	Iteration 21Q: 3 clusters Score -1138607 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1138699.750000 Penalty: 3074.832031
	Iteration 22Q: 3 clusters Score -1138700 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1138749.500000 Penalty: 3074.832031
	Iteration 23Q: 3 clusters Score -1138750 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1138772.875000 Penalty: 3074.832031
	Iteration 24Q: 3 clusters Score -1138773 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1138788.625000 Penalty: 3074.832031
	Iteration 25Q: 3 clusters Score -1138789 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1138793.625000 Penalty: 3074.832031
	Iteration 26Q: 3 clusters Score -1138794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1138801.125000 Penalty: 3074.832031
	Iteration 27Q: 3 clusters Score -1138801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1138805.000000 Penalty: 3074.832031
	Iteration 28Q: 3 clusters Score -1138805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1138809.125000 Penalty: 3074.832031
	Iteration 29Q: 3 clusters Score -1138809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1138809.125000 Penalty: 3074.832031
	Iteration 30Q: 3 clusters Score -1138809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1138809.500000 Penalty: 3074.832031
	Iteration 31Q: 3 clusters Score -1138810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1138811.875000 Penalty: 3074.832031
	Iteration 32Q: 3 clusters Score -1138812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1138811.750000 Penalty: 3074.832031
	Iteration 33Q: 3 clusters Score -1138812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1138811.250000 Penalty: 3074.832031
	Iteration 34Q: 3 clusters Score -1138811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1138811.750000 Penalty: 3074.832031
	Iteration 35Q: 3 clusters Score -1138812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1138812.125000 Penalty: 3074.832031
	Iteration 36Q: 3 clusters Score -1138812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1138813.500000 Penalty: 3074.832031
	Iteration 37Q: 3 clusters Score -1138814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1138813.500000 Penalty: 3074.832031
	Iteration 38F: 3 clusters Score -1138814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 8390 members 
Mstep: Class 3 contains 63960 members 
Mstep: Class 4 contains 8857 members 
Mstep: Class 5 contains 1753 members 
Mstep: Class 6 contains 1606 members 
Mstep: Class 7 contains 52335 members 
Mstep: Class 8 contains 2060 members 
Mstep: Class 9 contains 124677 members 
Mstep: Class 10 contains 9479 members 
Mstep: Class 11 contains 8775 members 
Mstep: Class 12 contains 60565 members 
Mstep: Class 13 contains 15726 members 
Mstep: Class 14 contains 28908 members 
Mstep: Class 15 contains 60871 members 
Mstep: Class 16 contains 61971 members 
Mstep: Class 17 contains 41510 members 
Mstep: Class 18 contains 6175 members 
Mstep: Class 19 contains 70936 members 
Mstep: Class 20 contains 20476 members 
Mstep: Class 21 contains 14324 members 
Mstep: Class 22 contains 9561 members 
Mstep: Class 23 contains 27801 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 7397 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 13168 members 
Mstep: Class 28 contains 1166 members 
Mstep: Class 29 contains 11089 members 
Mstep: Class 30 contains 94206 members 
Mstep: Class 31 contains 3532 members 
Mstep: Class 32 contains 1719 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 495 members 
Mstep: Class 36 contains 92304 members 
Mstep: Class 37 contains 3163 members 
Mstep: Class 38 contains 2859 members 
Mstep: Class 39 contains 1965 members 
Mstep: Class 40 contains 3066 members 
Mstep: Class 41 contains 2755 members 
Mstep: Class 42 contains 2702 members 
Mstep: Class 43 contains 1142 members 
Mstep: Class 44 contains 4074 members 
Entering Unmasked Estep 
Score: -84458232.000000 Penalty: 98476.570312
Splitting cluster 11 changes total score from -84457456.000000 to -84458232.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 12 (60565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60565 members 
Entering Unmasked Estep 
Score: -5571757.500000 Penalty: 1789.364258
	Iteration 0F: 2 clusters Score -5571758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -5531528.000000 Penalty: 3578.728516
	Iteration 0F: 3 clusters Score -5531528 nChanged 28462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -5547130.500000 Penalty: 3578.728516
	Iteration 1F: 3 clusters Score -5547130 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -5547736.500000 Penalty: 3578.728516
	Iteration 2Q: 3 clusters Score -5547736 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -5548605.000000 Penalty: 3578.728516
	Iteration 3Q: 3 clusters Score -5548605 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -5550036.500000 Penalty: 3578.728516
	Iteration 4F: 3 clusters Score -5550036 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -5552378.000000 Penalty: 3578.728516
	Iteration 5F: 3 clusters Score -5552378 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -5555942.000000 Penalty: 3578.728516
	Iteration 6F: 3 clusters Score -5555942 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50219 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -5560246.000000 Penalty: 3578.728516
	Iteration 7F: 3 clusters Score -5560246 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54415 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -5564233.000000 Penalty: 3578.728516
	Iteration 8F: 3 clusters Score -5564233 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -5567290.000000 Penalty: 3578.728516
	Iteration 9F: 3 clusters Score -5567290 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59195 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5568924.500000 Penalty: 3578.728516
	Iteration 10Q: 3 clusters Score -5568924 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59947 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5569694.000000 Penalty: 3578.728516
	Iteration 11Q: 3 clusters Score -5569694 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60195 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5569986.000000 Penalty: 3578.728516
	Iteration 12Q: 3 clusters Score -5569986 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60270 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5570085.000000 Penalty: 3578.728516
	Iteration 13Q: 3 clusters Score -5570085 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60309 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5570147.500000 Penalty: 3578.728516
	Iteration 14Q: 3 clusters Score -5570148 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60324 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5570176.000000 Penalty: 3578.728516
	Iteration 15Q: 3 clusters Score -5570176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60329 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5570196.500000 Penalty: 3578.728516
	Iteration 16Q: 3 clusters Score -5570196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60331 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5570215.000000 Penalty: 3578.728516
	Iteration 17Q: 3 clusters Score -5570215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60334 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5570228.000000 Penalty: 3578.728516
	Iteration 18Q: 3 clusters Score -5570228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60338 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5570249.500000 Penalty: 3578.728516
	Iteration 19Q: 3 clusters Score -5570250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60340 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5570252.000000 Penalty: 3578.728516
	Iteration 20F: 3 clusters Score -5570252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60344 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5570261.500000 Penalty: 3578.728516
	Iteration 21Q: 3 clusters Score -5570262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60345 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5570271.500000 Penalty: 3578.728516
	Iteration 22Q: 3 clusters Score -5570272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60347 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5570277.000000 Penalty: 3578.728516
	Iteration 23Q: 3 clusters Score -5570277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60349 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5570273.000000 Penalty: 3578.728516
	Iteration 24Q: 3 clusters Score -5570273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60350 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5570277.000000 Penalty: 3578.728516
	Iteration 25Q: 3 clusters Score -5570277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60351 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5570274.500000 Penalty: 3578.728516
	Iteration 26Q: 3 clusters Score -5570274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60351 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5570274.500000 Penalty: 3578.728516
	Iteration 27F: 3 clusters Score -5570274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Entering Unmasked Estep 
Score: -1466529.750000 Penalty: 1570.249023
	Iteration 0F: 2 clusters Score -1466530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1455632.375000 Penalty: 3140.498047
	Iteration 0F: 3 clusters Score -1455632 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1459361.750000 Penalty: 3140.498047
	Iteration 1F: 3 clusters Score -1459362 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1459625.125000 Penalty: 3140.498047
	Iteration 2F: 3 clusters Score -1459625 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1459812.125000 Penalty: 3140.498047
	Iteration 3Q: 3 clusters Score -1459812 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1459946.500000 Penalty: 3140.498047
	Iteration 4Q: 3 clusters Score -1459946 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1460043.625000 Penalty: 3140.498047
	Iteration 5Q: 3 clusters Score -1460044 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1460132.375000 Penalty: 3140.498047
	Iteration 6Q: 3 clusters Score -1460132 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1460222.125000 Penalty: 3140.498047
	Iteration 7Q: 3 clusters Score -1460222 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1460311.250000 Penalty: 3140.498047
	Iteration 8Q: 3 clusters Score -1460311 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1460401.000000 Penalty: 3140.498047
	Iteration 9Q: 3 clusters Score -1460401 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1460514.625000 Penalty: 3140.498047
	Iteration 10Q: 3 clusters Score -1460515 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1460665.500000 Penalty: 3140.498047
	Iteration 11Q: 3 clusters Score -1460666 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1460869.500000 Penalty: 3140.498047
	Iteration 12Q: 3 clusters Score -1460870 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1461126.125000 Penalty: 3140.498047
	Iteration 13Q: 3 clusters Score -1461126 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1461496.750000 Penalty: 3140.498047
	Iteration 14Q: 3 clusters Score -1461497 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1461954.500000 Penalty: 3140.498047
	Iteration 15Q: 3 clusters Score -1461954 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1462499.000000 Penalty: 3140.498047
	Iteration 16Q: 3 clusters Score -1462499 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1463035.125000 Penalty: 3140.498047
	Iteration 17Q: 3 clusters Score -1463035 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1463483.375000 Penalty: 3140.498047
	Iteration 18Q: 3 clusters Score -1463483 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1463904.750000 Penalty: 3140.498047
	Iteration 19Q: 3 clusters Score -1463905 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1464291.250000 Penalty: 3140.498047
	Iteration 20F: 3 clusters Score -1464291 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1464551.500000 Penalty: 3140.498047
	Iteration 21Q: 3 clusters Score -1464552 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1464736.250000 Penalty: 3140.498047
	Iteration 22Q: 3 clusters Score -1464736 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1464859.625000 Penalty: 3140.498047
	Iteration 23Q: 3 clusters Score -1464860 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1464962.875000 Penalty: 3140.498047
	Iteration 24Q: 3 clusters Score -1464963 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1465042.875000 Penalty: 3140.498047
	Iteration 25Q: 3 clusters Score -1465043 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1465086.500000 Penalty: 3140.498047
	Iteration 26Q: 3 clusters Score -1465086 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1465107.125000 Penalty: 3140.498047
	Iteration 27Q: 3 clusters Score -1465107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1465123.750000 Penalty: 3140.498047
	Iteration 28Q: 3 clusters Score -1465124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1465137.000000 Penalty: 3140.498047
	Iteration 29Q: 3 clusters Score -1465137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1465142.125000 Penalty: 3140.498047
	Iteration 30Q: 3 clusters Score -1465142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1465152.000000 Penalty: 3140.498047
	Iteration 31Q: 3 clusters Score -1465152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1465157.250000 Penalty: 3140.498047
	Iteration 32Q: 3 clusters Score -1465157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1465162.625000 Penalty: 3140.498047
	Iteration 33Q: 3 clusters Score -1465163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1465166.875000 Penalty: 3140.498047
	Iteration 34Q: 3 clusters Score -1465167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1465167.375000 Penalty: 3140.498047
	Iteration 35Q: 3 clusters Score -1465167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1465168.000000 Penalty: 3140.498047
	Iteration 36Q: 3 clusters Score -1465168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1465169.000000 Penalty: 3140.498047
	Iteration 37Q: 3 clusters Score -1465169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1465168.750000 Penalty: 3140.498047
	Iteration 38Q: 3 clusters Score -1465169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1465171.250000 Penalty: 3140.498047
	Iteration 39Q: 3 clusters Score -1465171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1465173.000000 Penalty: 3140.498047
	Iteration 40F: 3 clusters Score -1465173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1465173.625000 Penalty: 3140.498047
	Iteration 41Q: 3 clusters Score -1465174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1465174.250000 Penalty: 3140.498047
	Iteration 42Q: 3 clusters Score -1465174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1465174.125000 Penalty: 3140.498047
	Iteration 43Q: 3 clusters Score -1465174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1465174.875000 Penalty: 3140.498047
	Iteration 44Q: 3 clusters Score -1465175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1465178.000000 Penalty: 3140.498047
	Iteration 45Q: 3 clusters Score -1465178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1465181.000000 Penalty: 3140.498047
	Iteration 46Q: 3 clusters Score -1465181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1465184.875000 Penalty: 3140.498047
	Iteration 47Q: 3 clusters Score -1465185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1465187.250000 Penalty: 3140.498047
	Iteration 48Q: 3 clusters Score -1465187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1465188.000000 Penalty: 3140.498047
	Iteration 49Q: 3 clusters Score -1465188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1465188.000000 Penalty: 3140.498047
	Iteration 50F: 3 clusters Score -1465188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Entering Unmasked Estep 
Score: -2718143.250000 Penalty: 1669.179443
	Iteration 0F: 2 clusters Score -2718143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -2698835.750000 Penalty: 3338.358887
	Iteration 0F: 3 clusters Score -2698836 nChanged 13226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2706214.750000 Penalty: 3338.358887
	Iteration 1F: 3 clusters Score -2706215 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -2706607.750000 Penalty: 3338.358887
	Iteration 2Q: 3 clusters Score -2706608 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2707014.500000 Penalty: 3338.358887
	Iteration 3Q: 3 clusters Score -2707014 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -2707531.750000 Penalty: 3338.358887
	Iteration 4Q: 3 clusters Score -2707532 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2708261.750000 Penalty: 3338.358887
	Iteration 5Q: 3 clusters Score -2708262 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2709215.000000 Penalty: 3338.358887
	Iteration 6F: 3 clusters Score -2709215 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2710434.500000 Penalty: 3338.358887
	Iteration 7F: 3 clusters Score -2710434 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -2711671.500000 Penalty: 3338.358887
	Iteration 8F: 3 clusters Score -2711672 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2712659.000000 Penalty: 3338.358887
	Iteration 9F: 3 clusters Score -2712659 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2713338.000000 Penalty: 3338.358887
	Iteration 10Q: 3 clusters Score -2713338 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2713776.750000 Penalty: 3338.358887
	Iteration 11Q: 3 clusters Score -2713777 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2713986.250000 Penalty: 3338.358887
	Iteration 12Q: 3 clusters Score -2713986 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2714117.000000 Penalty: 3338.358887
	Iteration 13Q: 3 clusters Score -2714117 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2714218.750000 Penalty: 3338.358887
	Iteration 14Q: 3 clusters Score -2714219 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2714322.750000 Penalty: 3338.358887
	Iteration 15Q: 3 clusters Score -2714323 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2714417.000000 Penalty: 3338.358887
	Iteration 16Q: 3 clusters Score -2714417 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2714503.250000 Penalty: 3338.358887
	Iteration 17Q: 3 clusters Score -2714503 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -2714582.000000 Penalty: 3338.358887
	Iteration 18Q: 3 clusters Score -2714582 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -2714663.000000 Penalty: 3338.358887
	Iteration 19Q: 3 clusters Score -2714663 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -2714715.000000 Penalty: 3338.358887
	Iteration 20F: 3 clusters Score -2714715 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -2714773.250000 Penalty: 3338.358887
	Iteration 21Q: 3 clusters Score -2714773 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2714826.750000 Penalty: 3338.358887
	Iteration 22Q: 3 clusters Score -2714827 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2714886.750000 Penalty: 3338.358887
	Iteration 23Q: 3 clusters Score -2714887 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2714937.000000 Penalty: 3338.358887
	Iteration 24Q: 3 clusters Score -2714937 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -2714979.000000 Penalty: 3338.358887
	Iteration 25Q: 3 clusters Score -2714979 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2715015.500000 Penalty: 3338.358887
	Iteration 26Q: 3 clusters Score -2715016 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2715035.750000 Penalty: 3338.358887
	Iteration 27Q: 3 clusters Score -2715036 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -2715069.250000 Penalty: 3338.358887
	Iteration 28Q: 3 clusters Score -2715069 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -2715097.250000 Penalty: 3338.358887
	Iteration 29Q: 3 clusters Score -2715097 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2715135.250000 Penalty: 3338.358887
	Iteration 30Q: 3 clusters Score -2715135 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -2715166.500000 Penalty: 3338.358887
	Iteration 31Q: 3 clusters Score -2715166 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2715197.000000 Penalty: 3338.358887
	Iteration 32Q: 3 clusters Score -2715197 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2715213.500000 Penalty: 3338.358887
	Iteration 33Q: 3 clusters Score -2715214 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2715239.000000 Penalty: 3338.358887
	Iteration 34Q: 3 clusters Score -2715239 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2715263.000000 Penalty: 3338.358887
	Iteration 35Q: 3 clusters Score -2715263 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -2715289.500000 Penalty: 3338.358887
	Iteration 36Q: 3 clusters Score -2715290 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2715302.500000 Penalty: 3338.358887
	Iteration 37Q: 3 clusters Score -2715302 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2715323.000000 Penalty: 3338.358887
	Iteration 38Q: 3 clusters Score -2715323 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2715341.750000 Penalty: 3338.358887
	Iteration 39Q: 3 clusters Score -2715342 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2715368.000000 Penalty: 3338.358887
	Iteration 40F: 3 clusters Score -2715368 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -2715400.250000 Penalty: 3338.358887
	Iteration 41Q: 3 clusters Score -2715400 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -2715432.750000 Penalty: 3338.358887
	Iteration 42Q: 3 clusters Score -2715433 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2715475.000000 Penalty: 3338.358887
	Iteration 43Q: 3 clusters Score -2715475 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2715509.750000 Penalty: 3338.358887
	Iteration 44Q: 3 clusters Score -2715510 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2715536.750000 Penalty: 3338.358887
	Iteration 45Q: 3 clusters Score -2715537 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2715562.500000 Penalty: 3338.358887
	Iteration 46Q: 3 clusters Score -2715562 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -2715606.500000 Penalty: 3338.358887
	Iteration 47Q: 3 clusters Score -2715606 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -2715641.500000 Penalty: 3338.358887
	Iteration 48Q: 3 clusters Score -2715642 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -2715684.750000 Penalty: 3338.358887
	Iteration 49Q: 3 clusters Score -2715685 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2715730.750000 Penalty: 3338.358887
	Iteration 50Q: 3 clusters Score -2715731 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -2715762.000000 Penalty: 3338.358887
	Iteration 51Q: 3 clusters Score -2715762 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -2715788.750000 Penalty: 3338.358887
	Iteration 52Q: 3 clusters Score -2715789 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2715807.000000 Penalty: 3338.358887
	Iteration 53Q: 3 clusters Score -2715807 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2715824.000000 Penalty: 3338.358887
	Iteration 54Q: 3 clusters Score -2715824 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -2715833.500000 Penalty: 3338.358887
	Iteration 55Q: 3 clusters Score -2715834 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -2715860.750000 Penalty: 3338.358887
	Iteration 56Q: 3 clusters Score -2715861 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -2715881.000000 Penalty: 3338.358887
	Iteration 57Q: 3 clusters Score -2715881 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2715898.000000 Penalty: 3338.358887
	Iteration 58Q: 3 clusters Score -2715898 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2715909.250000 Penalty: 3338.358887
	Iteration 59Q: 3 clusters Score -2715909 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2715914.750000 Penalty: 3338.358887
	Iteration 60F: 3 clusters Score -2715915 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2715929.250000 Penalty: 3338.358887
	Iteration 61Q: 3 clusters Score -2715929 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2715949.000000 Penalty: 3338.358887
	Iteration 62Q: 3 clusters Score -2715949 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2715967.250000 Penalty: 3338.358887
	Iteration 63Q: 3 clusters Score -2715967 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2715996.500000 Penalty: 3338.358887
	Iteration 64Q: 3 clusters Score -2715996 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2716036.000000 Penalty: 3338.358887
	Iteration 65Q: 3 clusters Score -2716036 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2716075.500000 Penalty: 3338.358887
	Iteration 66Q: 3 clusters Score -2716076 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2716129.250000 Penalty: 3338.358887
	Iteration 67Q: 3 clusters Score -2716129 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2716156.500000 Penalty: 3338.358887
	Iteration 68Q: 3 clusters Score -2716156 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2716189.000000 Penalty: 3338.358887
	Iteration 69Q: 3 clusters Score -2716189 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2716240.000000 Penalty: 3338.358887
	Iteration 70Q: 3 clusters Score -2716240 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2716279.750000 Penalty: 3338.358887
	Iteration 71Q: 3 clusters Score -2716280 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2716311.250000 Penalty: 3338.358887
	Iteration 72Q: 3 clusters Score -2716311 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2716352.250000 Penalty: 3338.358887
	Iteration 73Q: 3 clusters Score -2716352 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2716386.500000 Penalty: 3338.358887
	Iteration 74Q: 3 clusters Score -2716386 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2716409.500000 Penalty: 3338.358887
	Iteration 75Q: 3 clusters Score -2716410 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2716427.750000 Penalty: 3338.358887
	Iteration 76Q: 3 clusters Score -2716428 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2716447.000000 Penalty: 3338.358887
	Iteration 77Q: 3 clusters Score -2716447 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2716458.250000 Penalty: 3338.358887
	Iteration 78Q: 3 clusters Score -2716458 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2716472.250000 Penalty: 3338.358887
	Iteration 79Q: 3 clusters Score -2716472 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2716484.250000 Penalty: 3338.358887
	Iteration 80F: 3 clusters Score -2716484 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2716493.000000 Penalty: 3338.358887
	Iteration 81Q: 3 clusters Score -2716493 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2716503.000000 Penalty: 3338.358887
	Iteration 82Q: 3 clusters Score -2716503 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2716515.500000 Penalty: 3338.358887
	Iteration 83Q: 3 clusters Score -2716516 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2716519.500000 Penalty: 3338.358887
	Iteration 84Q: 3 clusters Score -2716520 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2716540.750000 Penalty: 3338.358887
	Iteration 85Q: 3 clusters Score -2716541 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2716555.250000 Penalty: 3338.358887
	Iteration 86Q: 3 clusters Score -2716555 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2716573.000000 Penalty: 3338.358887
	Iteration 87Q: 3 clusters Score -2716573 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2716588.250000 Penalty: 3338.358887
	Iteration 88Q: 3 clusters Score -2716588 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2716601.000000 Penalty: 3338.358887
	Iteration 89Q: 3 clusters Score -2716601 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2716617.000000 Penalty: 3338.358887
	Iteration 90Q: 3 clusters Score -2716617 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2716641.000000 Penalty: 3338.358887
	Iteration 91Q: 3 clusters Score -2716641 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2716667.500000 Penalty: 3338.358887
	Iteration 92Q: 3 clusters Score -2716668 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2716678.250000 Penalty: 3338.358887
	Iteration 93Q: 3 clusters Score -2716678 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2716696.500000 Penalty: 3338.358887
	Iteration 94Q: 3 clusters Score -2716696 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2716710.000000 Penalty: 3338.358887
	Iteration 95Q: 3 clusters Score -2716710 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2716720.750000 Penalty: 3338.358887
	Iteration 96Q: 3 clusters Score -2716721 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2716732.750000 Penalty: 3338.358887
	Iteration 97Q: 3 clusters Score -2716733 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2716750.000000 Penalty: 3338.358887
	Iteration 98Q: 3 clusters Score -2716750 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2716757.250000 Penalty: 3338.358887
	Iteration 99Q: 3 clusters Score -2716757 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2716773.500000 Penalty: 3338.358887
	Iteration 100F: 3 clusters Score -2716774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2716789.250000 Penalty: 3338.358887
	Iteration 101Q: 3 clusters Score -2716789 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2716803.250000 Penalty: 3338.358887
	Iteration 102Q: 3 clusters Score -2716803 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2716813.250000 Penalty: 3338.358887
	Iteration 103Q: 3 clusters Score -2716813 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2716824.750000 Penalty: 3338.358887
	Iteration 104Q: 3 clusters Score -2716825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2716833.500000 Penalty: 3338.358887
	Iteration 105Q: 3 clusters Score -2716834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2716842.500000 Penalty: 3338.358887
	Iteration 106Q: 3 clusters Score -2716842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2716842.250000 Penalty: 3338.358887
	Iteration 107Q: 3 clusters Score -2716842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2716856.250000 Penalty: 3338.358887
	Iteration 108Q: 3 clusters Score -2716856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2716869.250000 Penalty: 3338.358887
	Iteration 109Q: 3 clusters Score -2716869 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2716882.250000 Penalty: 3338.358887
	Iteration 110Q: 3 clusters Score -2716882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2716888.750000 Penalty: 3338.358887
	Iteration 111Q: 3 clusters Score -2716889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2716888.000000 Penalty: 3338.358887
	Iteration 112Q: 3 clusters Score -2716888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2716898.500000 Penalty: 3338.358887
	Iteration 113Q: 3 clusters Score -2716898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2716907.000000 Penalty: 3338.358887
	Iteration 114Q: 3 clusters Score -2716907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2716916.000000 Penalty: 3338.358887
	Iteration 115Q: 3 clusters Score -2716916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2716921.250000 Penalty: 3338.358887
	Iteration 116Q: 3 clusters Score -2716921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2716926.000000 Penalty: 3338.358887
	Iteration 117Q: 3 clusters Score -2716926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2716926.500000 Penalty: 3338.358887
	Iteration 118Q: 3 clusters Score -2716926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2716927.250000 Penalty: 3338.358887
	Iteration 119Q: 3 clusters Score -2716927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2716928.750000 Penalty: 3338.358887
	Iteration 120F: 3 clusters Score -2716929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2716926.000000 Penalty: 3338.358887
	Iteration 121Q: 3 clusters Score -2716926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2716926.000000 Penalty: 3338.358887
	Iteration 122F: 3 clusters Score -2716926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (60871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60871 members 
Entering Unmasked Estep 
Score: -5580146.500000 Penalty: 1790.183228
	Iteration 0F: 2 clusters Score -5580146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -5539389.000000 Penalty: 3580.366455
	Iteration 0F: 3 clusters Score -5539389 nChanged 28798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -5555633.500000 Penalty: 3580.366455
	Iteration 1F: 3 clusters Score -5555634 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -5556049.000000 Penalty: 3580.366455
	Iteration 2Q: 3 clusters Score -5556049 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -5556449.500000 Penalty: 3580.366455
	Iteration 3Q: 3 clusters Score -5556450 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -5557037.000000 Penalty: 3580.366455
	Iteration 4Q: 3 clusters Score -5557037 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -5557850.000000 Penalty: 3580.366455
	Iteration 5Q: 3 clusters Score -5557850 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -5559210.500000 Penalty: 3580.366455
	Iteration 6Q: 3 clusters Score -5559210 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -5561727.500000 Penalty: 3580.366455
	Iteration 7F: 3 clusters Score -5561728 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47381 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -5565633.000000 Penalty: 3580.366455
	Iteration 8F: 3 clusters Score -5565633 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52526 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -5570435.000000 Penalty: 3580.366455
	Iteration 9F: 3 clusters Score -5570435 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56746 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -5574677.000000 Penalty: 3580.366455
	Iteration 10F: 3 clusters Score -5574677 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59216 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -5577128.500000 Penalty: 3580.366455
	Iteration 11Q: 3 clusters Score -5577128 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60175 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5578004.500000 Penalty: 3580.366455
	Iteration 12Q: 3 clusters Score -5578004 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60501 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5578323.000000 Penalty: 3580.366455
	Iteration 13Q: 3 clusters Score -5578323 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60598 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5578431.500000 Penalty: 3580.366455
	Iteration 14Q: 3 clusters Score -5578432 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60631 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5578493.000000 Penalty: 3580.366455
	Iteration 15Q: 3 clusters Score -5578493 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60646 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5578536.500000 Penalty: 3580.366455
	Iteration 16Q: 3 clusters Score -5578536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60654 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5578565.500000 Penalty: 3580.366455
	Iteration 17Q: 3 clusters Score -5578566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60665 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5578589.000000 Penalty: 3580.366455
	Iteration 18Q: 3 clusters Score -5578589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60668 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -5578601.500000 Penalty: 3580.366455
	Iteration 19Q: 3 clusters Score -5578602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60671 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5578612.000000 Penalty: 3580.366455
	Iteration 20F: 3 clusters Score -5578612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60670 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5578615.000000 Penalty: 3580.366455
	Iteration 21Q: 3 clusters Score -5578615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60672 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5578622.000000 Penalty: 3580.366455
	Iteration 22Q: 3 clusters Score -5578622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60671 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5578618.000000 Penalty: 3580.366455
	Iteration 23Q: 3 clusters Score -5578618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60672 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5578621.000000 Penalty: 3580.366455
	Iteration 24Q: 3 clusters Score -5578621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60672 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5578621.000000 Penalty: 3580.366455
	Iteration 25F: 3 clusters Score -5578621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (61971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61971 members 
Entering Unmasked Estep 
Score: -5719347.000000 Penalty: 1793.093506
	Iteration 0F: 2 clusters Score -5719347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -5678060.000000 Penalty: 3586.187012
	Iteration 0F: 3 clusters Score -5678060 nChanged 29295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -5695525.000000 Penalty: 3586.187012
	Iteration 1F: 3 clusters Score -5695525 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -5697241.000000 Penalty: 3586.187012
	Iteration 2F: 3 clusters Score -5697241 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -5699820.000000 Penalty: 3586.187012
	Iteration 3F: 3 clusters Score -5699820 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -5703136.000000 Penalty: 3586.187012
	Iteration 4F: 3 clusters Score -5703136 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49504 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -5706722.000000 Penalty: 3586.187012
	Iteration 5F: 3 clusters Score -5706722 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53343 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -5709992.000000 Penalty: 3586.187012
	Iteration 6F: 3 clusters Score -5709992 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56538 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -5712865.500000 Penalty: 3586.187012
	Iteration 7F: 3 clusters Score -5712866 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58922 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -5715105.500000 Penalty: 3586.187012
	Iteration 8Q: 3 clusters Score -5715106 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60385 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -5716539.000000 Penalty: 3586.187012
	Iteration 9Q: 3 clusters Score -5716539 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61050 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5717253.000000 Penalty: 3586.187012
	Iteration 10Q: 3 clusters Score -5717253 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61315 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5717602.500000 Penalty: 3586.187012
	Iteration 11Q: 3 clusters Score -5717602 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61414 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5717791.500000 Penalty: 3586.187012
	Iteration 12Q: 3 clusters Score -5717792 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61452 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5717884.500000 Penalty: 3586.187012
	Iteration 13Q: 3 clusters Score -5717884 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61478 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5717928.000000 Penalty: 3586.187012
	Iteration 14Q: 3 clusters Score -5717928 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61494 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5717962.000000 Penalty: 3586.187012
	Iteration 15Q: 3 clusters Score -5717962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61497 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5717982.500000 Penalty: 3586.187012
	Iteration 16Q: 3 clusters Score -5717982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61503 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5717993.000000 Penalty: 3586.187012
	Iteration 17Q: 3 clusters Score -5717993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61510 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5717989.000000 Penalty: 3586.187012
	Iteration 18Q: 3 clusters Score -5717989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61512 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5717993.000000 Penalty: 3586.187012
	Iteration 19Q: 3 clusters Score -5717993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61516 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5717999.500000 Penalty: 3586.187012
	Iteration 20F: 3 clusters Score -5718000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61523 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5717997.000000 Penalty: 3586.187012
	Iteration 21Q: 3 clusters Score -5717997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61528 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5718002.000000 Penalty: 3586.187012
	Iteration 22Q: 3 clusters Score -5718002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61530 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5718007.500000 Penalty: 3586.187012
	Iteration 23Q: 3 clusters Score -5718008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61531 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5718009.000000 Penalty: 3586.187012
	Iteration 24Q: 3 clusters Score -5718009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61534 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5718010.500000 Penalty: 3586.187012
	Iteration 25Q: 3 clusters Score -5718010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61537 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5718018.000000 Penalty: 3586.187012
	Iteration 26Q: 3 clusters Score -5718018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61536 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5718014.500000 Penalty: 3586.187012
	Iteration 27Q: 3 clusters Score -5718014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61536 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5718014.500000 Penalty: 3586.187012
	Iteration 28F: 3 clusters Score -5718014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (41510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Entering Unmasked Estep 
Score: -3773205.750000 Penalty: 1727.974609
	Iteration 0F: 2 clusters Score -3773206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -3745209.500000 Penalty: 3455.949219
	Iteration 0F: 3 clusters Score -3745210 nChanged 19486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -3756618.500000 Penalty: 3455.949219
	Iteration 1F: 3 clusters Score -3756618 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -3757628.500000 Penalty: 3455.949219
	Iteration 2F: 3 clusters Score -3757628 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -3759311.250000 Penalty: 3455.949219
	Iteration 3F: 3 clusters Score -3759311 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -3762060.500000 Penalty: 3455.949219
	Iteration 4F: 3 clusters Score -3762060 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -3765641.000000 Penalty: 3455.949219
	Iteration 5F: 3 clusters Score -3765641 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -3768850.500000 Penalty: 3455.949219
	Iteration 6F: 3 clusters Score -3768850 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -3770592.750000 Penalty: 3455.949219
	Iteration 7Q: 3 clusters Score -3770593 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -3771240.750000 Penalty: 3455.949219
	Iteration 8Q: 3 clusters Score -3771241 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -3771522.250000 Penalty: 3455.949219
	Iteration 9Q: 3 clusters Score -3771522 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 41177 members 
Entering Unmasked Estep 
Score: -3771667.250000 Penalty: 3455.949219
	Iteration 10Q: 3 clusters Score -3771667 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 41207 members 
Entering Unmasked Estep 
Score: -3771763.250000 Penalty: 3455.949219
	Iteration 11Q: 3 clusters Score -3771763 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -3771820.750000 Penalty: 3455.949219
	Iteration 12Q: 3 clusters Score -3771821 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -3771864.000000 Penalty: 3455.949219
	Iteration 13Q: 3 clusters Score -3771864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -3771898.750000 Penalty: 3455.949219
	Iteration 14Q: 3 clusters Score -3771899 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -3771923.500000 Penalty: 3455.949219
	Iteration 15Q: 3 clusters Score -3771924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 41209 members 
Entering Unmasked Estep 
Score: -3771939.000000 Penalty: 3455.949219
	Iteration 16Q: 3 clusters Score -3771939 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -3771965.000000 Penalty: 3455.949219
	Iteration 17Q: 3 clusters Score -3771965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -3771972.500000 Penalty: 3455.949219
	Iteration 18Q: 3 clusters Score -3771972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -3771986.500000 Penalty: 3455.949219
	Iteration 19Q: 3 clusters Score -3771986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -3772010.000000 Penalty: 3455.949219
	Iteration 20F: 3 clusters Score -3772010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -3772032.750000 Penalty: 3455.949219
	Iteration 21Q: 3 clusters Score -3772033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -3772042.500000 Penalty: 3455.949219
	Iteration 22Q: 3 clusters Score -3772042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -3772056.500000 Penalty: 3455.949219
	Iteration 23Q: 3 clusters Score -3772056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -3772065.000000 Penalty: 3455.949219
	Iteration 24Q: 3 clusters Score -3772065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -3772068.500000 Penalty: 3455.949219
	Iteration 25Q: 3 clusters Score -3772068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -3772078.500000 Penalty: 3455.949219
	Iteration 26Q: 3 clusters Score -3772078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 41177 members 
Entering Unmasked Estep 
Score: -3772075.000000 Penalty: 3455.949219
	Iteration 27Q: 3 clusters Score -3772075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -3772079.000000 Penalty: 3455.949219
	Iteration 28Q: 3 clusters Score -3772079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -3772077.500000 Penalty: 3455.949219
	Iteration 29Q: 3 clusters Score -3772078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -3772079.000000 Penalty: 3455.949219
	Iteration 30Q: 3 clusters Score -3772079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -3772079.000000 Penalty: 3455.949219
	Iteration 31F: 3 clusters Score -3772079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Entering Unmasked Estep 
Score: -566022.562500 Penalty: 1418.342896
	Iteration 0F: 2 clusters Score -566022.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -561221.375000 Penalty: 2836.685791
	Iteration 0F: 3 clusters Score -561221.4 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -562745.937500 Penalty: 2836.685791
	Iteration 1F: 3 clusters Score -562745.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -563010.000000 Penalty: 2836.685791
	Iteration 2F: 3 clusters Score -563010 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -563203.187500 Penalty: 2836.685791
	Iteration 3F: 3 clusters Score -563203.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -563353.750000 Penalty: 2836.685791
	Iteration 4Q: 3 clusters Score -563353.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -563481.687500 Penalty: 2836.685791
	Iteration 5Q: 3 clusters Score -563481.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -563623.187500 Penalty: 2836.685791
	Iteration 6Q: 3 clusters Score -563623.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -563788.375000 Penalty: 2836.685791
	Iteration 7Q: 3 clusters Score -563788.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -563930.500000 Penalty: 2836.685791
	Iteration 8Q: 3 clusters Score -563930.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -564035.375000 Penalty: 2836.685791
	Iteration 9Q: 3 clusters Score -564035.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -564129.250000 Penalty: 2836.685791
	Iteration 10Q: 3 clusters Score -564129.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -564203.562500 Penalty: 2836.685791
	Iteration 11Q: 3 clusters Score -564203.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -564259.812500 Penalty: 2836.685791
	Iteration 12Q: 3 clusters Score -564259.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -564320.812500 Penalty: 2836.685791
	Iteration 13Q: 3 clusters Score -564320.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -564387.062500 Penalty: 2836.685791
	Iteration 14Q: 3 clusters Score -564387.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -564451.937500 Penalty: 2836.685791
	Iteration 15Q: 3 clusters Score -564451.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -564499.187500 Penalty: 2836.685791
	Iteration 16Q: 3 clusters Score -564499.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -564538.562500 Penalty: 2836.685791
	Iteration 17Q: 3 clusters Score -564538.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -564572.187500 Penalty: 2836.685791
	Iteration 18Q: 3 clusters Score -564572.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -564604.875000 Penalty: 2836.685791
	Iteration 19Q: 3 clusters Score -564604.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -564630.562500 Penalty: 2836.685791
	Iteration 20F: 3 clusters Score -564630.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -564658.437500 Penalty: 2836.685791
	Iteration 21Q: 3 clusters Score -564658.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -564687.375000 Penalty: 2836.685791
	Iteration 22Q: 3 clusters Score -564687.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -564706.937500 Penalty: 2836.685791
	Iteration 23Q: 3 clusters Score -564706.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -564725.687500 Penalty: 2836.685791
	Iteration 24Q: 3 clusters Score -564725.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -564743.250000 Penalty: 2836.685791
	Iteration 25Q: 3 clusters Score -564743.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -564756.562500 Penalty: 2836.685791
	Iteration 26Q: 3 clusters Score -564756.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -564760.812500 Penalty: 2836.685791
	Iteration 27Q: 3 clusters Score -564760.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -564767.312500 Penalty: 2836.685791
	Iteration 28Q: 3 clusters Score -564767.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -564771.375000 Penalty: 2836.685791
	Iteration 29Q: 3 clusters Score -564771.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -564772.625000 Penalty: 2836.685791
	Iteration 30Q: 3 clusters Score -564772.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -564775.125000 Penalty: 2836.685791
	Iteration 31Q: 3 clusters Score -564775.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -564776.062500 Penalty: 2836.685791
	Iteration 32Q: 3 clusters Score -564776.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -564776.312500 Penalty: 2836.685791
	Iteration 33Q: 3 clusters Score -564776.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -564777.812500 Penalty: 2836.685791
	Iteration 34Q: 3 clusters Score -564777.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -564777.812500 Penalty: 2836.685791
	Iteration 35Q: 3 clusters Score -564777.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -564778.125000 Penalty: 2836.685791
	Iteration 36Q: 3 clusters Score -564778.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -564778.125000 Penalty: 2836.685791
	Iteration 37F: 3 clusters Score -564778.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (70936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70936 members 
Entering Unmasked Estep 
Score: -6504379.000000 Penalty: 1815.049194
	Iteration 0F: 2 clusters Score -6504379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -6456817.500000 Penalty: 3630.098389
	Iteration 0F: 3 clusters Score -6456818 nChanged 33742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -6476028.500000 Penalty: 3630.098389
	Iteration 1F: 3 clusters Score -6476028 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -6476698.500000 Penalty: 3630.098389
	Iteration 2Q: 3 clusters Score -6476698 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -6477596.500000 Penalty: 3630.098389
	Iteration 3Q: 3 clusters Score -6477596 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -6479111.000000 Penalty: 3630.098389
	Iteration 4Q: 3 clusters Score -6479111 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -6481521.000000 Penalty: 3630.098389
	Iteration 5F: 3 clusters Score -6481521 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51116 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -6484978.500000 Penalty: 3630.098389
	Iteration 6F: 3 clusters Score -6484978 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56534 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -6489517.000000 Penalty: 3630.098389
	Iteration 7F: 3 clusters Score -6489517 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61813 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -6494357.500000 Penalty: 3630.098389
	Iteration 8F: 3 clusters Score -6494358 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65943 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -6498245.500000 Penalty: 3630.098389
	Iteration 9F: 3 clusters Score -6498246 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68572 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -6500699.500000 Penalty: 3630.098389
	Iteration 10Q: 3 clusters Score -6500700 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69891 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6501942.500000 Penalty: 3630.098389
	Iteration 11Q: 3 clusters Score -6501942 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70398 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6502409.000000 Penalty: 3630.098389
	Iteration 12Q: 3 clusters Score -6502409 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70577 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6502595.000000 Penalty: 3630.098389
	Iteration 13Q: 3 clusters Score -6502595 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70633 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6502665.000000 Penalty: 3630.098389
	Iteration 14Q: 3 clusters Score -6502665 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70652 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6502705.500000 Penalty: 3630.098389
	Iteration 15Q: 3 clusters Score -6502706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70660 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6502732.500000 Penalty: 3630.098389
	Iteration 16Q: 3 clusters Score -6502732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70666 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6502767.500000 Penalty: 3630.098389
	Iteration 17Q: 3 clusters Score -6502768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70668 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6502773.000000 Penalty: 3630.098389
	Iteration 18Q: 3 clusters Score -6502773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70671 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6502783.000000 Penalty: 3630.098389
	Iteration 19Q: 3 clusters Score -6502783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70673 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -6502790.000000 Penalty: 3630.098389
	Iteration 20F: 3 clusters Score -6502790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70677 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -6502798.500000 Penalty: 3630.098389
	Iteration 21Q: 3 clusters Score -6502798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70679 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -6502797.000000 Penalty: 3630.098389
	Iteration 22Q: 3 clusters Score -6502797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70680 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -6502805.500000 Penalty: 3630.098389
	Iteration 23Q: 3 clusters Score -6502806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70683 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -6502808.500000 Penalty: 3630.098389
	Iteration 24Q: 3 clusters Score -6502808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70686 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6502818.000000 Penalty: 3630.098389
	Iteration 25Q: 3 clusters Score -6502818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70684 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -6502830.000000 Penalty: 3630.098389
	Iteration 26Q: 3 clusters Score -6502830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70686 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6502834.500000 Penalty: 3630.098389
	Iteration 27Q: 3 clusters Score -6502834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70684 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -6502834.000000 Penalty: 3630.098389
	Iteration 28Q: 3 clusters Score -6502834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70684 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -6502834.000000 Penalty: 3630.098389
	Iteration 29F: 3 clusters Score -6502834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Entering Unmasked Estep 
Score: -1697149.500000 Penalty: 1613.138916
	Iteration 0F: 2 clusters Score -1697150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1683283.625000 Penalty: 3226.277832
	Iteration 0F: 3 clusters Score -1683284 nChanged 9172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1688621.125000 Penalty: 3226.277832
	Iteration 1F: 3 clusters Score -1688621 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1689366.375000 Penalty: 3226.277832
	Iteration 2F: 3 clusters Score -1689366 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1690171.000000 Penalty: 3226.277832
	Iteration 3F: 3 clusters Score -1690171 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1691002.125000 Penalty: 3226.277832
	Iteration 4F: 3 clusters Score -1691002 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1691722.750000 Penalty: 3226.277832
	Iteration 5F: 3 clusters Score -1691723 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1692291.625000 Penalty: 3226.277832
	Iteration 6F: 3 clusters Score -1692292 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -1692785.625000 Penalty: 3226.277832
	Iteration 7Q: 3 clusters Score -1692786 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1693220.125000 Penalty: 3226.277832
	Iteration 8Q: 3 clusters Score -1693220 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -1693625.125000 Penalty: 3226.277832
	Iteration 9Q: 3 clusters Score -1693625 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -1693992.125000 Penalty: 3226.277832
	Iteration 10Q: 3 clusters Score -1693992 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -1694325.500000 Penalty: 3226.277832
	Iteration 11Q: 3 clusters Score -1694326 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -1694631.250000 Penalty: 3226.277832
	Iteration 12Q: 3 clusters Score -1694631 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -1694919.000000 Penalty: 3226.277832
	Iteration 13Q: 3 clusters Score -1694919 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -1695175.875000 Penalty: 3226.277832
	Iteration 14Q: 3 clusters Score -1695176 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -1695413.750000 Penalty: 3226.277832
	Iteration 15Q: 3 clusters Score -1695414 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -1695636.000000 Penalty: 3226.277832
	Iteration 16Q: 3 clusters Score -1695636 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -1695800.875000 Penalty: 3226.277832
	Iteration 17Q: 3 clusters Score -1695801 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -1695942.750000 Penalty: 3226.277832
	Iteration 18Q: 3 clusters Score -1695943 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -1696027.750000 Penalty: 3226.277832
	Iteration 19Q: 3 clusters Score -1696028 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -1696085.625000 Penalty: 3226.277832
	Iteration 20F: 3 clusters Score -1696086 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -1696119.125000 Penalty: 3226.277832
	Iteration 21Q: 3 clusters Score -1696119 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -1696152.125000 Penalty: 3226.277832
	Iteration 22Q: 3 clusters Score -1696152 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -1696181.000000 Penalty: 3226.277832
	Iteration 23Q: 3 clusters Score -1696181 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -1696206.375000 Penalty: 3226.277832
	Iteration 24Q: 3 clusters Score -1696206 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -1696244.125000 Penalty: 3226.277832
	Iteration 25Q: 3 clusters Score -1696244 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -1696280.500000 Penalty: 3226.277832
	Iteration 26Q: 3 clusters Score -1696280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -1696300.250000 Penalty: 3226.277832
	Iteration 27Q: 3 clusters Score -1696300 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -1696319.250000 Penalty: 3226.277832
	Iteration 28Q: 3 clusters Score -1696319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -1696331.500000 Penalty: 3226.277832
	Iteration 29Q: 3 clusters Score -1696332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -1696342.625000 Penalty: 3226.277832
	Iteration 30Q: 3 clusters Score -1696343 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -1696351.625000 Penalty: 3226.277832
	Iteration 31Q: 3 clusters Score -1696352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -1696365.000000 Penalty: 3226.277832
	Iteration 32Q: 3 clusters Score -1696365 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -1696378.375000 Penalty: 3226.277832
	Iteration 33Q: 3 clusters Score -1696378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -1696398.875000 Penalty: 3226.277832
	Iteration 34Q: 3 clusters Score -1696399 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -1696414.750000 Penalty: 3226.277832
	Iteration 35Q: 3 clusters Score -1696415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -1696419.375000 Penalty: 3226.277832
	Iteration 36Q: 3 clusters Score -1696419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -1696428.875000 Penalty: 3226.277832
	Iteration 37Q: 3 clusters Score -1696429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -1696433.750000 Penalty: 3226.277832
	Iteration 38Q: 3 clusters Score -1696434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -1696441.375000 Penalty: 3226.277832
	Iteration 39Q: 3 clusters Score -1696441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -1696447.250000 Penalty: 3226.277832
	Iteration 40F: 3 clusters Score -1696447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -1696451.750000 Penalty: 3226.277832
	Iteration 41Q: 3 clusters Score -1696452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -1696456.875000 Penalty: 3226.277832
	Iteration 42Q: 3 clusters Score -1696457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -1696464.125000 Penalty: 3226.277832
	Iteration 43Q: 3 clusters Score -1696464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -1696469.125000 Penalty: 3226.277832
	Iteration 44Q: 3 clusters Score -1696469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -1696473.750000 Penalty: 3226.277832
	Iteration 45Q: 3 clusters Score -1696474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -1696473.500000 Penalty: 3226.277832
	Iteration 46Q: 3 clusters Score -1696474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -1696474.875000 Penalty: 3226.277832
	Iteration 47Q: 3 clusters Score -1696475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -1696474.875000 Penalty: 3226.277832
	Iteration 48F: 3 clusters Score -1696475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Entering Unmasked Estep 
Score: -1280869.250000 Penalty: 1555.074951
	Iteration 0F: 2 clusters Score -1280869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1270907.125000 Penalty: 3110.149902
	Iteration 0F: 3 clusters Score -1270907 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1274367.500000 Penalty: 3110.149902
	Iteration 1F: 3 clusters Score -1274368 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1274681.000000 Penalty: 3110.149902
	Iteration 2F: 3 clusters Score -1274681 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1274986.875000 Penalty: 3110.149902
	Iteration 3F: 3 clusters Score -1274987 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1275310.625000 Penalty: 3110.149902
	Iteration 4Q: 3 clusters Score -1275311 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1275762.000000 Penalty: 3110.149902
	Iteration 5F: 3 clusters Score -1275762 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1276340.250000 Penalty: 3110.149902
	Iteration 6F: 3 clusters Score -1276340 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1277082.375000 Penalty: 3110.149902
	Iteration 7F: 3 clusters Score -1277082 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1277834.625000 Penalty: 3110.149902
	Iteration 8F: 3 clusters Score -1277835 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1278532.250000 Penalty: 3110.149902
	Iteration 9F: 3 clusters Score -1278532 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1278986.750000 Penalty: 3110.149902
	Iteration 10Q: 3 clusters Score -1278987 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1279235.375000 Penalty: 3110.149902
	Iteration 11Q: 3 clusters Score -1279235 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1279368.125000 Penalty: 3110.149902
	Iteration 12Q: 3 clusters Score -1279368 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1279438.625000 Penalty: 3110.149902
	Iteration 13Q: 3 clusters Score -1279439 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1279479.875000 Penalty: 3110.149902
	Iteration 14Q: 3 clusters Score -1279480 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1279510.375000 Penalty: 3110.149902
	Iteration 15Q: 3 clusters Score -1279510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1279537.000000 Penalty: 3110.149902
	Iteration 16Q: 3 clusters Score -1279537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1279555.750000 Penalty: 3110.149902
	Iteration 17Q: 3 clusters Score -1279556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1279559.750000 Penalty: 3110.149902
	Iteration 18Q: 3 clusters Score -1279560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1279562.625000 Penalty: 3110.149902
	Iteration 19Q: 3 clusters Score -1279563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1279564.875000 Penalty: 3110.149902
	Iteration 20F: 3 clusters Score -1279565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1279567.375000 Penalty: 3110.149902
	Iteration 21Q: 3 clusters Score -1279567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1279567.500000 Penalty: 3110.149902
	Iteration 22Q: 3 clusters Score -1279568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1279568.250000 Penalty: 3110.149902
	Iteration 23Q: 3 clusters Score -1279568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1279569.000000 Penalty: 3110.149902
	Iteration 24Q: 3 clusters Score -1279569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1279570.250000 Penalty: 3110.149902
	Iteration 25Q: 3 clusters Score -1279570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1279569.375000 Penalty: 3110.149902
	Iteration 26Q: 3 clusters Score -1279569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1279570.750000 Penalty: 3110.149902
	Iteration 27Q: 3 clusters Score -1279571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1279570.750000 Penalty: 3110.149902
	Iteration 28F: 3 clusters Score -1279571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Entering Unmasked Estep 
Score: -842626.937500 Penalty: 1489.385132
	Iteration 0F: 2 clusters Score -842626.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -835701.562500 Penalty: 2978.770264
	Iteration 0F: 3 clusters Score -835701.6 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -838014.625000 Penalty: 2978.770264
	Iteration 1F: 3 clusters Score -838014.6 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -838411.062500 Penalty: 2978.770264
	Iteration 2F: 3 clusters Score -838411.1 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -838772.750000 Penalty: 2978.770264
	Iteration 3F: 3 clusters Score -838772.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -839176.562500 Penalty: 2978.770264
	Iteration 4F: 3 clusters Score -839176.6 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -839609.312500 Penalty: 2978.770264
	Iteration 5F: 3 clusters Score -839609.3 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -840103.375000 Penalty: 2978.770264
	Iteration 6F: 3 clusters Score -840103.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -840560.062500 Penalty: 2978.770264
	Iteration 7F: 3 clusters Score -840560.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -840923.312500 Penalty: 2978.770264
	Iteration 8Q: 3 clusters Score -840923.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -841220.562500 Penalty: 2978.770264
	Iteration 9Q: 3 clusters Score -841220.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -841461.187500 Penalty: 2978.770264
	Iteration 10Q: 3 clusters Score -841461.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -841671.750000 Penalty: 2978.770264
	Iteration 11Q: 3 clusters Score -841671.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -841864.312500 Penalty: 2978.770264
	Iteration 12Q: 3 clusters Score -841864.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -842045.750000 Penalty: 2978.770264
	Iteration 13Q: 3 clusters Score -842045.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -842261.437500 Penalty: 2978.770264
	Iteration 14Q: 3 clusters Score -842261.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -842469.937500 Penalty: 2978.770264
	Iteration 15Q: 3 clusters Score -842469.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -842599.000000 Penalty: 2978.770264
	Iteration 16Q: 3 clusters Score -842599 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -842660.062500 Penalty: 2978.770264
	Iteration 17Q: 3 clusters Score -842660.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -842685.937500 Penalty: 2978.770264
	Iteration 18Q: 3 clusters Score -842685.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -842704.187500 Penalty: 2978.770264
	Iteration 19Q: 3 clusters Score -842704.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -842716.937500 Penalty: 2978.770264
	Iteration 20F: 3 clusters Score -842716.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -842726.562500 Penalty: 2978.770264
	Iteration 21Q: 3 clusters Score -842726.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -842729.875000 Penalty: 2978.770264
	Iteration 22Q: 3 clusters Score -842729.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -842738.562500 Penalty: 2978.770264
	Iteration 23Q: 3 clusters Score -842738.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -842741.687500 Penalty: 2978.770264
	Iteration 24Q: 3 clusters Score -842741.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -842744.437500 Penalty: 2978.770264
	Iteration 25Q: 3 clusters Score -842744.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -842746.875000 Penalty: 2978.770264
	Iteration 26Q: 3 clusters Score -842746.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -842753.375000 Penalty: 2978.770264
	Iteration 27Q: 3 clusters Score -842753.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -842755.125000 Penalty: 2978.770264
	Iteration 28Q: 3 clusters Score -842755.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -842754.937500 Penalty: 2978.770264
	Iteration 29Q: 3 clusters Score -842754.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -842757.812500 Penalty: 2978.770264
	Iteration 30Q: 3 clusters Score -842757.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -842758.250000 Penalty: 2978.770264
	Iteration 31Q: 3 clusters Score -842758.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -842759.187500 Penalty: 2978.770264
	Iteration 32Q: 3 clusters Score -842759.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -842757.562500 Penalty: 2978.770264
	Iteration 33Q: 3 clusters Score -842757.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -842758.562500 Penalty: 2978.770264
	Iteration 34Q: 3 clusters Score -842758.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -842756.937500 Penalty: 2978.770264
	Iteration 35Q: 3 clusters Score -842756.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -842757.625000 Penalty: 2978.770264
	Iteration 36Q: 3 clusters Score -842757.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -842757.750000 Penalty: 2978.770264
	Iteration 37Q: 3 clusters Score -842757.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -842757.750000 Penalty: 2978.770264
	Iteration 38F: 3 clusters Score -842757.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 8390 members 
Mstep: Class 3 contains 63960 members 
Mstep: Class 4 contains 8857 members 
Mstep: Class 5 contains 1753 members 
Mstep: Class 6 contains 1606 members 
Mstep: Class 7 contains 52335 members 
Mstep: Class 8 contains 2060 members 
Mstep: Class 9 contains 124677 members 
Mstep: Class 10 contains 9479 members 
Mstep: Class 11 contains 8775 members 
Mstep: Class 12 contains 60565 members 
Mstep: Class 13 contains 15726 members 
Mstep: Class 14 contains 28908 members 
Mstep: Class 15 contains 60871 members 
Mstep: Class 16 contains 61971 members 
Mstep: Class 17 contains 41510 members 
Mstep: Class 18 contains 6175 members 
Mstep: Class 19 contains 70936 members 
Mstep: Class 20 contains 20476 members 
Mstep: Class 21 contains 14324 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 27801 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 7397 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 13168 members 
Mstep: Class 28 contains 1166 members 
Mstep: Class 29 contains 11089 members 
Mstep: Class 30 contains 94206 members 
Mstep: Class 31 contains 3532 members 
Mstep: Class 32 contains 1719 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 495 members 
Mstep: Class 36 contains 92304 members 
Mstep: Class 37 contains 3163 members 
Mstep: Class 38 contains 2859 members 
Mstep: Class 39 contains 1965 members 
Mstep: Class 40 contains 3066 members 
Mstep: Class 41 contains 2755 members 
Mstep: Class 42 contains 2702 members 
Mstep: Class 43 contains 1142 members 
Mstep: Class 44 contains 4074 members 
Mstep: Class 45 contains 7840 members 
Entering Unmasked Estep 
Score: -84457672.000000 Penalty: 100714.671875
Splitting cluster 22 changes total score from -84457456.000000 to -84457672.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 23 (27801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Entering Unmasked Estep 
Score: -2294871.750000 Penalty: 1662.834473
	Iteration 0F: 2 clusters Score -2294872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2276171.500000 Penalty: 3325.668945
	Iteration 0F: 3 clusters Score -2276172 nChanged 12741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -2283422.750000 Penalty: 3325.668945
	Iteration 1F: 3 clusters Score -2283423 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -2283946.000000 Penalty: 3325.668945
	Iteration 2F: 3 clusters Score -2283946 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -2284520.750000 Penalty: 3325.668945
	Iteration 3F: 3 clusters Score -2284521 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -2285130.000000 Penalty: 3325.668945
	Iteration 4Q: 3 clusters Score -2285130 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2285761.750000 Penalty: 3325.668945
	Iteration 5Q: 3 clusters Score -2285762 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2286403.500000 Penalty: 3325.668945
	Iteration 6Q: 3 clusters Score -2286404 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -2287107.250000 Penalty: 3325.668945
	Iteration 7Q: 3 clusters Score -2287107 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2287854.750000 Penalty: 3325.668945
	Iteration 8Q: 3 clusters Score -2287855 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -2288653.750000 Penalty: 3325.668945
	Iteration 9Q: 3 clusters Score -2288654 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -2289481.500000 Penalty: 3325.668945
	Iteration 10Q: 3 clusters Score -2289482 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -2290259.750000 Penalty: 3325.668945
	Iteration 11Q: 3 clusters Score -2290260 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -2290942.000000 Penalty: 3325.668945
	Iteration 12Q: 3 clusters Score -2290942 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -2291549.750000 Penalty: 3325.668945
	Iteration 13Q: 3 clusters Score -2291550 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -2291988.250000 Penalty: 3325.668945
	Iteration 14Q: 3 clusters Score -2291988 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -2292316.000000 Penalty: 3325.668945
	Iteration 15Q: 3 clusters Score -2292316 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -2292624.250000 Penalty: 3325.668945
	Iteration 16Q: 3 clusters Score -2292624 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -2292935.000000 Penalty: 3325.668945
	Iteration 17Q: 3 clusters Score -2292935 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -2293196.250000 Penalty: 3325.668945
	Iteration 18Q: 3 clusters Score -2293196 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -2293402.750000 Penalty: 3325.668945
	Iteration 19Q: 3 clusters Score -2293403 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -2293574.000000 Penalty: 3325.668945
	Iteration 20F: 3 clusters Score -2293574 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -2293699.000000 Penalty: 3325.668945
	Iteration 21Q: 3 clusters Score -2293699 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -2293809.250000 Penalty: 3325.668945
	Iteration 22Q: 3 clusters Score -2293809 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -2293882.000000 Penalty: 3325.668945
	Iteration 23Q: 3 clusters Score -2293882 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -2293937.250000 Penalty: 3325.668945
	Iteration 24Q: 3 clusters Score -2293937 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -2293974.000000 Penalty: 3325.668945
	Iteration 25Q: 3 clusters Score -2293974 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -2294001.500000 Penalty: 3325.668945
	Iteration 26Q: 3 clusters Score -2294002 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -2294026.750000 Penalty: 3325.668945
	Iteration 27Q: 3 clusters Score -2294027 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -2294035.750000 Penalty: 3325.668945
	Iteration 28Q: 3 clusters Score -2294036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -2294049.000000 Penalty: 3325.668945
	Iteration 29Q: 3 clusters Score -2294049 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -2294064.500000 Penalty: 3325.668945
	Iteration 30Q: 3 clusters Score -2294064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -2294070.750000 Penalty: 3325.668945
	Iteration 31Q: 3 clusters Score -2294071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -2294081.500000 Penalty: 3325.668945
	Iteration 32Q: 3 clusters Score -2294082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -2294087.500000 Penalty: 3325.668945
	Iteration 33Q: 3 clusters Score -2294088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -2294091.250000 Penalty: 3325.668945
	Iteration 34Q: 3 clusters Score -2294091 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -2294096.000000 Penalty: 3325.668945
	Iteration 35Q: 3 clusters Score -2294096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -2294104.500000 Penalty: 3325.668945
	Iteration 36Q: 3 clusters Score -2294104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -2294107.500000 Penalty: 3325.668945
	Iteration 37Q: 3 clusters Score -2294108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -2294110.000000 Penalty: 3325.668945
	Iteration 38Q: 3 clusters Score -2294110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -2294113.000000 Penalty: 3325.668945
	Iteration 39Q: 3 clusters Score -2294113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -2294116.000000 Penalty: 3325.668945
	Iteration 40F: 3 clusters Score -2294116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -2294128.000000 Penalty: 3325.668945
	Iteration 41Q: 3 clusters Score -2294128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -2294137.000000 Penalty: 3325.668945
	Iteration 42Q: 3 clusters Score -2294137 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -2294143.250000 Penalty: 3325.668945
	Iteration 43Q: 3 clusters Score -2294143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -2294146.750000 Penalty: 3325.668945
	Iteration 44Q: 3 clusters Score -2294147 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -2294154.000000 Penalty: 3325.668945
	Iteration 45Q: 3 clusters Score -2294154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -2294160.500000 Penalty: 3325.668945
	Iteration 46Q: 3 clusters Score -2294160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -2294168.750000 Penalty: 3325.668945
	Iteration 47Q: 3 clusters Score -2294169 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -2294179.500000 Penalty: 3325.668945
	Iteration 48Q: 3 clusters Score -2294180 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -2294192.500000 Penalty: 3325.668945
	Iteration 49Q: 3 clusters Score -2294192 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -2294203.000000 Penalty: 3325.668945
	Iteration 50Q: 3 clusters Score -2294203 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -2294215.250000 Penalty: 3325.668945
	Iteration 51Q: 3 clusters Score -2294215 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -2294228.000000 Penalty: 3325.668945
	Iteration 52Q: 3 clusters Score -2294228 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -2294240.250000 Penalty: 3325.668945
	Iteration 53Q: 3 clusters Score -2294240 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -2294253.500000 Penalty: 3325.668945
	Iteration 54Q: 3 clusters Score -2294254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -2294263.000000 Penalty: 3325.668945
	Iteration 55Q: 3 clusters Score -2294263 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -2294272.750000 Penalty: 3325.668945
	Iteration 56Q: 3 clusters Score -2294273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -2294277.750000 Penalty: 3325.668945
	Iteration 57Q: 3 clusters Score -2294278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -2294283.750000 Penalty: 3325.668945
	Iteration 58Q: 3 clusters Score -2294284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -2294289.500000 Penalty: 3325.668945
	Iteration 59Q: 3 clusters Score -2294290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -2294298.500000 Penalty: 3325.668945
	Iteration 60F: 3 clusters Score -2294298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -2294303.000000 Penalty: 3325.668945
	Iteration 61Q: 3 clusters Score -2294303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -2294305.250000 Penalty: 3325.668945
	Iteration 62Q: 3 clusters Score -2294305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -2294303.000000 Penalty: 3325.668945
	Iteration 63Q: 3 clusters Score -2294303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -2294309.500000 Penalty: 3325.668945
	Iteration 64Q: 3 clusters Score -2294310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -2294309.750000 Penalty: 3325.668945
	Iteration 65Q: 3 clusters Score -2294310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -2294313.500000 Penalty: 3325.668945
	Iteration 66Q: 3 clusters Score -2294314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -2294317.250000 Penalty: 3325.668945
	Iteration 67Q: 3 clusters Score -2294317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -2294324.000000 Penalty: 3325.668945
	Iteration 68Q: 3 clusters Score -2294324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -2294324.250000 Penalty: 3325.668945
	Iteration 69Q: 3 clusters Score -2294324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -2294322.000000 Penalty: 3325.668945
	Iteration 70Q: 3 clusters Score -2294322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -2294322.500000 Penalty: 3325.668945
	Iteration 71Q: 3 clusters Score -2294322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -2294322.500000 Penalty: 3325.668945
	Iteration 72F: 3 clusters Score -2294322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Entering Unmasked Estep 
Score: -113410.515625 Penalty: 1201.004761
	Iteration 0F: 2 clusters Score -113410.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -111611.742188 Penalty: 2402.009521
	Iteration 0F: 3 clusters Score -111611.7 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -112176.031250 Penalty: 2402.009521
	Iteration 1F: 3 clusters Score -112176 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -112403.085938 Penalty: 2402.009521
	Iteration 2F: 3 clusters Score -112403.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -112597.031250 Penalty: 2402.009521
	Iteration 3F: 3 clusters Score -112597 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -112741.664062 Penalty: 2402.009521
	Iteration 4F: 3 clusters Score -112741.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -112856.804688 Penalty: 2402.009521
	Iteration 5F: 3 clusters Score -112856.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -112917.492188 Penalty: 2402.009521
	Iteration 6Q: 3 clusters Score -112917.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -112963.523438 Penalty: 2402.009521
	Iteration 7Q: 3 clusters Score -112963.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -113008.632812 Penalty: 2402.009521
	Iteration 8Q: 3 clusters Score -113008.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -113038.109375 Penalty: 2402.009521
	Iteration 9Q: 3 clusters Score -113038.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -113050.164062 Penalty: 2402.009521
	Iteration 10Q: 3 clusters Score -113050.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -113060.500000 Penalty: 2402.009521
	Iteration 11Q: 3 clusters Score -113060.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -113066.492188 Penalty: 2402.009521
	Iteration 12Q: 3 clusters Score -113066.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -113072.804688 Penalty: 2402.009521
	Iteration 13Q: 3 clusters Score -113072.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -113074.531250 Penalty: 2402.009521
	Iteration 14Q: 3 clusters Score -113074.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -113076.289062 Penalty: 2402.009521
	Iteration 15Q: 3 clusters Score -113076.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -113078.562500 Penalty: 2402.009521
	Iteration 16Q: 3 clusters Score -113078.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -113083.015625 Penalty: 2402.009521
	Iteration 17Q: 3 clusters Score -113083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -113084.375000 Penalty: 2402.009521
	Iteration 18Q: 3 clusters Score -113084.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -113084.375000 Penalty: 2402.009521
	Iteration 19F: 3 clusters Score -113084.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Entering Unmasked Estep 
Score: -671568.687500 Penalty: 1447.684814
	Iteration 0F: 2 clusters Score -671568.7 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 3684 members 
Entering Unmasked Estep 
Score: -666014.250000 Penalty: 2895.369629
	Iteration 0F: 3 clusters Score -666014.2 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -667668.500000 Penalty: 2895.369629
	Iteration 1F: 3 clusters Score -667668.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -667895.750000 Penalty: 2895.369629
	Iteration 2F: 3 clusters Score -667895.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -668091.937500 Penalty: 2895.369629
	Iteration 3F: 3 clusters Score -668091.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -668261.250000 Penalty: 2895.369629
	Iteration 4Q: 3 clusters Score -668261.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -668441.250000 Penalty: 2895.369629
	Iteration 5Q: 3 clusters Score -668441.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -668636.875000 Penalty: 2895.369629
	Iteration 6Q: 3 clusters Score -668636.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -668856.437500 Penalty: 2895.369629
	Iteration 7Q: 3 clusters Score -668856.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -669114.312500 Penalty: 2895.369629
	Iteration 8F: 3 clusters Score -669114.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -669382.687500 Penalty: 2895.369629
	Iteration 9F: 3 clusters Score -669382.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -669651.312500 Penalty: 2895.369629
	Iteration 10F: 3 clusters Score -669651.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -669855.062500 Penalty: 2895.369629
	Iteration 11Q: 3 clusters Score -669855.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -670002.500000 Penalty: 2895.369629
	Iteration 12Q: 3 clusters Score -670002.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -670097.875000 Penalty: 2895.369629
	Iteration 13Q: 3 clusters Score -670097.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -670158.562500 Penalty: 2895.369629
	Iteration 14Q: 3 clusters Score -670158.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -670200.875000 Penalty: 2895.369629
	Iteration 15Q: 3 clusters Score -670200.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -670232.812500 Penalty: 2895.369629
	Iteration 16Q: 3 clusters Score -670232.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -670259.750000 Penalty: 2895.369629
	Iteration 17Q: 3 clusters Score -670259.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -670291.625000 Penalty: 2895.369629
	Iteration 18Q: 3 clusters Score -670291.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -670315.375000 Penalty: 2895.369629
	Iteration 19Q: 3 clusters Score -670315.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -670350.125000 Penalty: 2895.369629
	Iteration 20F: 3 clusters Score -670350.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -670398.125000 Penalty: 2895.369629
	Iteration 21Q: 3 clusters Score -670398.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -670445.125000 Penalty: 2895.369629
	Iteration 22Q: 3 clusters Score -670445.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -670498.437500 Penalty: 2895.369629
	Iteration 23Q: 3 clusters Score -670498.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -670531.000000 Penalty: 2895.369629
	Iteration 24Q: 3 clusters Score -670531 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -670548.312500 Penalty: 2895.369629
	Iteration 25Q: 3 clusters Score -670548.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -670567.562500 Penalty: 2895.369629
	Iteration 26Q: 3 clusters Score -670567.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -670578.250000 Penalty: 2895.369629
	Iteration 27Q: 3 clusters Score -670578.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -670586.750000 Penalty: 2895.369629
	Iteration 28Q: 3 clusters Score -670586.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -670594.000000 Penalty: 2895.369629
	Iteration 29Q: 3 clusters Score -670594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -670599.812500 Penalty: 2895.369629
	Iteration 30Q: 3 clusters Score -670599.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -670606.937500 Penalty: 2895.369629
	Iteration 31Q: 3 clusters Score -670606.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -670609.750000 Penalty: 2895.369629
	Iteration 32Q: 3 clusters Score -670609.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -670616.812500 Penalty: 2895.369629
	Iteration 33Q: 3 clusters Score -670616.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -670622.000000 Penalty: 2895.369629
	Iteration 34Q: 3 clusters Score -670622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -670627.375000 Penalty: 2895.369629
	Iteration 35Q: 3 clusters Score -670627.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -670629.812500 Penalty: 2895.369629
	Iteration 36Q: 3 clusters Score -670629.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -670632.687500 Penalty: 2895.369629
	Iteration 37Q: 3 clusters Score -670632.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -670634.125000 Penalty: 2895.369629
	Iteration 38Q: 3 clusters Score -670634.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -670637.812500 Penalty: 2895.369629
	Iteration 39Q: 3 clusters Score -670637.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -670636.500000 Penalty: 2895.369629
	Iteration 40F: 3 clusters Score -670636.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -670639.187500 Penalty: 2895.369629
	Iteration 41Q: 3 clusters Score -670639.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -670642.125000 Penalty: 2895.369629
	Iteration 42Q: 3 clusters Score -670642.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -670643.312500 Penalty: 2895.369629
	Iteration 43Q: 3 clusters Score -670643.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -670645.812500 Penalty: 2895.369629
	Iteration 44Q: 3 clusters Score -670645.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -670646.375000 Penalty: 2895.369629
	Iteration 45Q: 3 clusters Score -670646.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -670650.687500 Penalty: 2895.369629
	Iteration 46Q: 3 clusters Score -670650.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -670649.750000 Penalty: 2895.369629
	Iteration 47Q: 3 clusters Score -670649.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -670651.000000 Penalty: 2895.369629
	Iteration 48Q: 3 clusters Score -670651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -670650.437500 Penalty: 2895.369629
	Iteration 49Q: 3 clusters Score -670650.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -670652.562500 Penalty: 2895.369629
	Iteration 50Q: 3 clusters Score -670652.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -670652.937500 Penalty: 2895.369629
	Iteration 51Q: 3 clusters Score -670652.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -670653.125000 Penalty: 2895.369629
	Iteration 52Q: 3 clusters Score -670653.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -670653.437500 Penalty: 2895.369629
	Iteration 53Q: 3 clusters Score -670653.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -670653.437500 Penalty: 2895.369629
	Iteration 54F: 3 clusters Score -670653.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Entering Unmasked Estep 
Score: -74569.156250 Penalty: 1103.755981
	Iteration 0F: 2 clusters Score -74569.16 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 444 members 
Entering Unmasked Estep 
Score: -73209.671875 Penalty: 2207.511963
	Iteration 0F: 3 clusters Score -73209.67 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -73479.757812 Penalty: 2207.511963
	Iteration 1F: 3 clusters Score -73479.76 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -73618.164062 Penalty: 2207.511963
	Iteration 2F: 3 clusters Score -73618.16 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -73698.867188 Penalty: 2207.511963
	Iteration 3F: 3 clusters Score -73698.87 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -73752.945312 Penalty: 2207.511963
	Iteration 4Q: 3 clusters Score -73752.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -73782.343750 Penalty: 2207.511963
	Iteration 5Q: 3 clusters Score -73782.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -73795.867188 Penalty: 2207.511963
	Iteration 6Q: 3 clusters Score -73795.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -73808.250000 Penalty: 2207.511963
	Iteration 7Q: 3 clusters Score -73808.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -73818.906250 Penalty: 2207.511963
	Iteration 8Q: 3 clusters Score -73818.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -73827.218750 Penalty: 2207.511963
	Iteration 9Q: 3 clusters Score -73827.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -73850.703125 Penalty: 2207.511963
	Iteration 10Q: 3 clusters Score -73850.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -73867.734375 Penalty: 2207.511963
	Iteration 11Q: 3 clusters Score -73867.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -73879.218750 Penalty: 2207.511963
	Iteration 12Q: 3 clusters Score -73879.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -73882.882812 Penalty: 2207.511963
	Iteration 13Q: 3 clusters Score -73882.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -73885.492188 Penalty: 2207.511963
	Iteration 14Q: 3 clusters Score -73885.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -73889.289062 Penalty: 2207.511963
	Iteration 15Q: 3 clusters Score -73889.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -73889.289062 Penalty: 2207.511963
	Iteration 16F: 3 clusters Score -73889.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (13168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Entering Unmasked Estep 
Score: -1220635.875000 Penalty: 1541.401123
	Iteration 0F: 2 clusters Score -1220636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1211567.625000 Penalty: 3082.802246
	Iteration 0F: 3 clusters Score -1211568 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1214570.875000 Penalty: 3082.802246
	Iteration 1F: 3 clusters Score -1214571 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1214894.750000 Penalty: 3082.802246
	Iteration 2F: 3 clusters Score -1214895 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1215220.250000 Penalty: 3082.802246
	Iteration 3F: 3 clusters Score -1215220 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1215626.875000 Penalty: 3082.802246
	Iteration 4F: 3 clusters Score -1215627 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1216097.625000 Penalty: 3082.802246
	Iteration 5F: 3 clusters Score -1216098 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1216649.125000 Penalty: 3082.802246
	Iteration 6F: 3 clusters Score -1216649 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1217199.125000 Penalty: 3082.802246
	Iteration 7F: 3 clusters Score -1217199 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1217713.125000 Penalty: 3082.802246
	Iteration 8F: 3 clusters Score -1217713 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1218094.500000 Penalty: 3082.802246
	Iteration 9Q: 3 clusters Score -1218094 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1218419.500000 Penalty: 3082.802246
	Iteration 10Q: 3 clusters Score -1218420 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1218727.500000 Penalty: 3082.802246
	Iteration 11Q: 3 clusters Score -1218728 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1218965.750000 Penalty: 3082.802246
	Iteration 12Q: 3 clusters Score -1218966 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1219136.250000 Penalty: 3082.802246
	Iteration 13Q: 3 clusters Score -1219136 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1219238.625000 Penalty: 3082.802246
	Iteration 14Q: 3 clusters Score -1219239 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1219301.750000 Penalty: 3082.802246
	Iteration 15Q: 3 clusters Score -1219302 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1219332.000000 Penalty: 3082.802246
	Iteration 16Q: 3 clusters Score -1219332 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1219354.000000 Penalty: 3082.802246
	Iteration 17Q: 3 clusters Score -1219354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1219371.125000 Penalty: 3082.802246
	Iteration 18Q: 3 clusters Score -1219371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1219377.875000 Penalty: 3082.802246
	Iteration 19Q: 3 clusters Score -1219378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1219376.750000 Penalty: 3082.802246
	Iteration 20F: 3 clusters Score -1219377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1219377.000000 Penalty: 3082.802246
	Iteration 21Q: 3 clusters Score -1219377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1219377.000000 Penalty: 3082.802246
	Iteration 22F: 3 clusters Score -1219377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Entering Unmasked Estep 
Score: -99862.109375 Penalty: 1147.466919
	Iteration 0F: 2 clusters Score -99862.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -98297.148438 Penalty: 2294.933838
	Iteration 0F: 3 clusters Score -98297.15 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -98619.976562 Penalty: 2294.933838
	Iteration 1F: 3 clusters Score -98619.98 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -98716.171875 Penalty: 2294.933838
	Iteration 2F: 3 clusters Score -98716.17 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -98761.476562 Penalty: 2294.933838
	Iteration 3Q: 3 clusters Score -98761.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -98792.500000 Penalty: 2294.933838
	Iteration 4Q: 3 clusters Score -98792.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -98812.750000 Penalty: 2294.933838
	Iteration 5Q: 3 clusters Score -98812.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -98831.445312 Penalty: 2294.933838
	Iteration 6Q: 3 clusters Score -98831.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -98843.781250 Penalty: 2294.933838
	Iteration 7Q: 3 clusters Score -98843.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -98852.398438 Penalty: 2294.933838
	Iteration 8Q: 3 clusters Score -98852.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -98861.335938 Penalty: 2294.933838
	Iteration 9Q: 3 clusters Score -98861.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -98868.859375 Penalty: 2294.933838
	Iteration 10Q: 3 clusters Score -98868.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -98878.617188 Penalty: 2294.933838
	Iteration 11Q: 3 clusters Score -98878.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -98889.726562 Penalty: 2294.933838
	Iteration 12Q: 3 clusters Score -98889.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -98898.835938 Penalty: 2294.933838
	Iteration 13Q: 3 clusters Score -98898.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -98912.945312 Penalty: 2294.933838
	Iteration 14Q: 3 clusters Score -98912.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -98931.515625 Penalty: 2294.933838
	Iteration 15Q: 3 clusters Score -98931.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -98951.835938 Penalty: 2294.933838
	Iteration 16Q: 3 clusters Score -98951.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -98970.312500 Penalty: 2294.933838
	Iteration 17Q: 3 clusters Score -98970.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -98989.515625 Penalty: 2294.933838
	Iteration 18Q: 3 clusters Score -98989.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -99005.234375 Penalty: 2294.933838
	Iteration 19Q: 3 clusters Score -99005.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -99032.171875 Penalty: 2294.933838
	Iteration 20F: 3 clusters Score -99032.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -99077.054688 Penalty: 2294.933838
	Iteration 21Q: 3 clusters Score -99077.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -99131.992188 Penalty: 2294.933838
	Iteration 22Q: 3 clusters Score -99131.99 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -99183.132812 Penalty: 2294.933838
	Iteration 23Q: 3 clusters Score -99183.13 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -99222.093750 Penalty: 2294.933838
	Iteration 24Q: 3 clusters Score -99222.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -99249.695312 Penalty: 2294.933838
	Iteration 25Q: 3 clusters Score -99249.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -99275.437500 Penalty: 2294.933838
	Iteration 26Q: 3 clusters Score -99275.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -99294.421875 Penalty: 2294.933838
	Iteration 27Q: 3 clusters Score -99294.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -99313.187500 Penalty: 2294.933838
	Iteration 28Q: 3 clusters Score -99313.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -99346.835938 Penalty: 2294.933838
	Iteration 29Q: 3 clusters Score -99346.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -99398.726562 Penalty: 2294.933838
	Iteration 30Q: 3 clusters Score -99398.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -99468.500000 Penalty: 2294.933838
	Iteration 31Q: 3 clusters Score -99468.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -99542.765625 Penalty: 2294.933838
	Iteration 32Q: 3 clusters Score -99542.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -99574.687500 Penalty: 2294.933838
	Iteration 33Q: 3 clusters Score -99574.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -99585.890625 Penalty: 2294.933838
	Iteration 34Q: 3 clusters Score -99585.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -99599.312500 Penalty: 2294.933838
	Iteration 35Q: 3 clusters Score -99599.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -99627.164062 Penalty: 2294.933838
	Iteration 36Q: 3 clusters Score -99627.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -99679.640625 Penalty: 2294.933838
	Iteration 37Q: 3 clusters Score -99679.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -99749.656250 Penalty: 2294.933838
	Iteration 38Q: 3 clusters Score -99749.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -99773.820312 Penalty: 2294.933838
	Iteration 39Q: 3 clusters Score -99773.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -99782.625000 Penalty: 2294.933838
	Iteration 40F: 3 clusters Score -99782.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Entering Unmasked Estep 
Score: -1028119.562500 Penalty: 1513.477783
	Iteration 0F: 2 clusters Score -1028120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1020356.812500 Penalty: 3026.955566
	Iteration 0F: 3 clusters Score -1020357 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1022912.375000 Penalty: 3026.955566
	Iteration 1F: 3 clusters Score -1022912 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1023179.750000 Penalty: 3026.955566
	Iteration 2F: 3 clusters Score -1023180 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1023387.250000 Penalty: 3026.955566
	Iteration 3Q: 3 clusters Score -1023387 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1023583.312500 Penalty: 3026.955566
	Iteration 4Q: 3 clusters Score -1023583 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1023809.500000 Penalty: 3026.955566
	Iteration 5Q: 3 clusters Score -1023810 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1024099.875000 Penalty: 3026.955566
	Iteration 6Q: 3 clusters Score -1024100 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1024442.500000 Penalty: 3026.955566
	Iteration 7F: 3 clusters Score -1024442 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1024859.812500 Penalty: 3026.955566
	Iteration 8F: 3 clusters Score -1024860 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1025360.625000 Penalty: 3026.955566
	Iteration 9F: 3 clusters Score -1025361 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1025810.250000 Penalty: 3026.955566
	Iteration 10F: 3 clusters Score -1025810 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1026154.687500 Penalty: 3026.955566
	Iteration 11Q: 3 clusters Score -1026155 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1026408.187500 Penalty: 3026.955566
	Iteration 12Q: 3 clusters Score -1026408 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1026558.812500 Penalty: 3026.955566
	Iteration 13Q: 3 clusters Score -1026559 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1026643.312500 Penalty: 3026.955566
	Iteration 14Q: 3 clusters Score -1026643 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1026700.375000 Penalty: 3026.955566
	Iteration 15Q: 3 clusters Score -1026700 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1026735.562500 Penalty: 3026.955566
	Iteration 16Q: 3 clusters Score -1026736 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1026770.125000 Penalty: 3026.955566
	Iteration 17Q: 3 clusters Score -1026770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1026789.000000 Penalty: 3026.955566
	Iteration 18Q: 3 clusters Score -1026789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1026795.312500 Penalty: 3026.955566
	Iteration 19Q: 3 clusters Score -1026795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1026800.562500 Penalty: 3026.955566
	Iteration 20F: 3 clusters Score -1026801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1026806.687500 Penalty: 3026.955566
	Iteration 21Q: 3 clusters Score -1026807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1026807.937500 Penalty: 3026.955566
	Iteration 22Q: 3 clusters Score -1026808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1026808.750000 Penalty: 3026.955566
	Iteration 23Q: 3 clusters Score -1026809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1026808.750000 Penalty: 3026.955566
	Iteration 24F: 3 clusters Score -1026809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (94206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94206 members 
Entering Unmasked Estep 
Score: -8671509.000000 Penalty: 1861.151367
	Iteration 0F: 2 clusters Score -8671509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47098 members 
Mstep: Class 2 contains 47108 members 
Entering Unmasked Estep 
Score: -8608296.000000 Penalty: 3722.302734
	Iteration 0F: 3 clusters Score -8608296 nChanged 45000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 48236 members 
Entering Unmasked Estep 
Score: -8633890.000000 Penalty: 3722.302734
	Iteration 1F: 3 clusters Score -8633890 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -8634671.000000 Penalty: 3722.302734
	Iteration 2Q: 3 clusters Score -8634671 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 50301 members 
Entering Unmasked Estep 
Score: -8635649.000000 Penalty: 3722.302734
	Iteration 3Q: 3 clusters Score -8635649 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 52372 members 
Entering Unmasked Estep 
Score: -8637015.000000 Penalty: 3722.302734
	Iteration 4Q: 3 clusters Score -8637015 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 55407 members 
Entering Unmasked Estep 
Score: -8639172.000000 Penalty: 3722.302734
	Iteration 5F: 3 clusters Score -8639172 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 59468 members 
Entering Unmasked Estep 
Score: -8642257.000000 Penalty: 3722.302734
	Iteration 6F: 3 clusters Score -8642257 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 64316 members 
Entering Unmasked Estep 
Score: -8646053.000000 Penalty: 3722.302734
	Iteration 7F: 3 clusters Score -8646053 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 69553 members 
Entering Unmasked Estep 
Score: -8650076.000000 Penalty: 3722.302734
	Iteration 8F: 3 clusters Score -8650076 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 74801 members 
Entering Unmasked Estep 
Score: -8654054.000000 Penalty: 3722.302734
	Iteration 9F: 3 clusters Score -8654054 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 79890 members 
Entering Unmasked Estep 
Score: -8658027.000000 Penalty: 3722.302734
	Iteration 10F: 3 clusters Score -8658027 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 84571 members 
Entering Unmasked Estep 
Score: -8661919.000000 Penalty: 3722.302734
	Iteration 11Q: 3 clusters Score -8661919 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 88423 members 
Entering Unmasked Estep 
Score: -8665209.000000 Penalty: 3722.302734
	Iteration 12Q: 3 clusters Score -8665209 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 91011 members 
Entering Unmasked Estep 
Score: -8667415.000000 Penalty: 3722.302734
	Iteration 13Q: 3 clusters Score -8667415 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 92497 members 
Entering Unmasked Estep 
Score: -8668746.000000 Penalty: 3722.302734
	Iteration 14Q: 3 clusters Score -8668746 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 93207 members 
Entering Unmasked Estep 
Score: -8669381.000000 Penalty: 3722.302734
	Iteration 15Q: 3 clusters Score -8669381 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 93493 members 
Entering Unmasked Estep 
Score: -8669634.000000 Penalty: 3722.302734
	Iteration 16Q: 3 clusters Score -8669634 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 93637 members 
Entering Unmasked Estep 
Score: -8669764.000000 Penalty: 3722.302734
	Iteration 17Q: 3 clusters Score -8669764 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 93709 members 
Entering Unmasked Estep 
Score: -8669842.000000 Penalty: 3722.302734
	Iteration 18Q: 3 clusters Score -8669842 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 93749 members 
Entering Unmasked Estep 
Score: -8669893.000000 Penalty: 3722.302734
	Iteration 19Q: 3 clusters Score -8669893 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 93777 members 
Entering Unmasked Estep 
Score: -8669913.000000 Penalty: 3722.302734
	Iteration 20F: 3 clusters Score -8669913 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 93787 members 
Entering Unmasked Estep 
Score: -8669943.000000 Penalty: 3722.302734
	Iteration 21Q: 3 clusters Score -8669943 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 93798 members 
Entering Unmasked Estep 
Score: -8669951.000000 Penalty: 3722.302734
	Iteration 22Q: 3 clusters Score -8669951 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 93805 members 
Entering Unmasked Estep 
Score: -8669964.000000 Penalty: 3722.302734
	Iteration 23Q: 3 clusters Score -8669964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 93813 members 
Entering Unmasked Estep 
Score: -8669965.000000 Penalty: 3722.302734
	Iteration 24Q: 3 clusters Score -8669965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 93812 members 
Entering Unmasked Estep 
Score: -8669967.000000 Penalty: 3722.302734
	Iteration 25Q: 3 clusters Score -8669967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 93814 members 
Entering Unmasked Estep 
Score: -8669969.000000 Penalty: 3722.302734
	Iteration 26Q: 3 clusters Score -8669969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 93816 members 
Entering Unmasked Estep 
Score: -8669966.000000 Penalty: 3722.302734
	Iteration 27Q: 3 clusters Score -8669966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 93816 members 
Entering Unmasked Estep 
Score: -8669966.000000 Penalty: 3722.302734
	Iteration 28Q: 3 clusters Score -8669966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 93816 members 
Entering Unmasked Estep 
Score: -8669966.000000 Penalty: 3722.302734
	Iteration 29F: 3 clusters Score -8669966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Entering Unmasked Estep 
Score: -312648.812500 Penalty: 1327.563232
	Iteration 0F: 2 clusters Score -312648.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -309568.281250 Penalty: 2655.126465
	Iteration 0F: 3 clusters Score -309568.3 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -310318.156250 Penalty: 2655.126465
	Iteration 1F: 3 clusters Score -310318.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -310463.250000 Penalty: 2655.126465
	Iteration 2F: 3 clusters Score -310463.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -310558.625000 Penalty: 2655.126465
	Iteration 3Q: 3 clusters Score -310558.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -310628.031250 Penalty: 2655.126465
	Iteration 4Q: 3 clusters Score -310628 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -310693.375000 Penalty: 2655.126465
	Iteration 5Q: 3 clusters Score -310693.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -310759.375000 Penalty: 2655.126465
	Iteration 6Q: 3 clusters Score -310759.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -310830.406250 Penalty: 2655.126465
	Iteration 7Q: 3 clusters Score -310830.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -310932.812500 Penalty: 2655.126465
	Iteration 8Q: 3 clusters Score -310932.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -311032.437500 Penalty: 2655.126465
	Iteration 9Q: 3 clusters Score -311032.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -311129.468750 Penalty: 2655.126465
	Iteration 10Q: 3 clusters Score -311129.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -311220.031250 Penalty: 2655.126465
	Iteration 11Q: 3 clusters Score -311220 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -311290.343750 Penalty: 2655.126465
	Iteration 12Q: 3 clusters Score -311290.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -311337.093750 Penalty: 2655.126465
	Iteration 13Q: 3 clusters Score -311337.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -311384.000000 Penalty: 2655.126465
	Iteration 14Q: 3 clusters Score -311384 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -311425.625000 Penalty: 2655.126465
	Iteration 15Q: 3 clusters Score -311425.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -311467.281250 Penalty: 2655.126465
	Iteration 16Q: 3 clusters Score -311467.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -311502.343750 Penalty: 2655.126465
	Iteration 17Q: 3 clusters Score -311502.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -311534.343750 Penalty: 2655.126465
	Iteration 18Q: 3 clusters Score -311534.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -311556.968750 Penalty: 2655.126465
	Iteration 19Q: 3 clusters Score -311557 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -311577.218750 Penalty: 2655.126465
	Iteration 20F: 3 clusters Score -311577.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -311590.687500 Penalty: 2655.126465
	Iteration 21Q: 3 clusters Score -311590.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -311601.718750 Penalty: 2655.126465
	Iteration 22Q: 3 clusters Score -311601.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -311614.531250 Penalty: 2655.126465
	Iteration 23Q: 3 clusters Score -311614.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -311624.812500 Penalty: 2655.126465
	Iteration 24Q: 3 clusters Score -311624.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -311630.718750 Penalty: 2655.126465
	Iteration 25Q: 3 clusters Score -311630.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -311634.000000 Penalty: 2655.126465
	Iteration 26Q: 3 clusters Score -311634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -311637.750000 Penalty: 2655.126465
	Iteration 27Q: 3 clusters Score -311637.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -311640.781250 Penalty: 2655.126465
	Iteration 28Q: 3 clusters Score -311640.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -311644.875000 Penalty: 2655.126465
	Iteration 29Q: 3 clusters Score -311644.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -311647.125000 Penalty: 2655.126465
	Iteration 30Q: 3 clusters Score -311647.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -311648.468750 Penalty: 2655.126465
	Iteration 31Q: 3 clusters Score -311648.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -311649.687500 Penalty: 2655.126465
	Iteration 32Q: 3 clusters Score -311649.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -311649.687500 Penalty: 2655.126465
	Iteration 33F: 3 clusters Score -311649.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Entering Unmasked Estep 
Score: -138812.265625 Penalty: 1210.543457
	Iteration 0F: 2 clusters Score -138812.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -136906.937500 Penalty: 2421.086914
	Iteration 0F: 3 clusters Score -136906.9 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -137465.312500 Penalty: 2421.086914
	Iteration 1F: 3 clusters Score -137465.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -137741.140625 Penalty: 2421.086914
	Iteration 2F: 3 clusters Score -137741.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -137989.578125 Penalty: 2421.086914
	Iteration 3F: 3 clusters Score -137989.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -138169.187500 Penalty: 2421.086914
	Iteration 4F: 3 clusters Score -138169.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -138263.078125 Penalty: 2421.086914
	Iteration 5F: 3 clusters Score -138263.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -138317.593750 Penalty: 2421.086914
	Iteration 6Q: 3 clusters Score -138317.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -138351.531250 Penalty: 2421.086914
	Iteration 7Q: 3 clusters Score -138351.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -138377.921875 Penalty: 2421.086914
	Iteration 8Q: 3 clusters Score -138377.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -138401.609375 Penalty: 2421.086914
	Iteration 9Q: 3 clusters Score -138401.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -138416.500000 Penalty: 2421.086914
	Iteration 10Q: 3 clusters Score -138416.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -138427.593750 Penalty: 2421.086914
	Iteration 11Q: 3 clusters Score -138427.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -138439.515625 Penalty: 2421.086914
	Iteration 12Q: 3 clusters Score -138439.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -138452.546875 Penalty: 2421.086914
	Iteration 13Q: 3 clusters Score -138452.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -138462.921875 Penalty: 2421.086914
	Iteration 14Q: 3 clusters Score -138462.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -138465.156250 Penalty: 2421.086914
	Iteration 15Q: 3 clusters Score -138465.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -138465.859375 Penalty: 2421.086914
	Iteration 16Q: 3 clusters Score -138465.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -138467.765625 Penalty: 2421.086914
	Iteration 17Q: 3 clusters Score -138467.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -138470.828125 Penalty: 2421.086914
	Iteration 18Q: 3 clusters Score -138470.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -138472.062500 Penalty: 2421.086914
	Iteration 19Q: 3 clusters Score -138472.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -138474.000000 Penalty: 2421.086914
	Iteration 20F: 3 clusters Score -138474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Entering Unmasked Estep 
Score: -85251.742188 Penalty: 1123.966187
	Iteration 0F: 2 clusters Score -85251.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -83819.210938 Penalty: 2247.932373
	Iteration 0F: 3 clusters Score -83819.21 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -84036.132812 Penalty: 2247.932373
	Iteration 1F: 3 clusters Score -84036.13 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -84100.937500 Penalty: 2247.932373
	Iteration 2F: 3 clusters Score -84100.94 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -84134.039062 Penalty: 2247.932373
	Iteration 3Q: 3 clusters Score -84134.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -84166.117188 Penalty: 2247.932373
	Iteration 4Q: 3 clusters Score -84166.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -84199.539062 Penalty: 2247.932373
	Iteration 5Q: 3 clusters Score -84199.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -84220.523438 Penalty: 2247.932373
	Iteration 6Q: 3 clusters Score -84220.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -84242.882812 Penalty: 2247.932373
	Iteration 7Q: 3 clusters Score -84242.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -84262.851562 Penalty: 2247.932373
	Iteration 8Q: 3 clusters Score -84262.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -84279.054688 Penalty: 2247.932373
	Iteration 9Q: 3 clusters Score -84279.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -84297.773438 Penalty: 2247.932373
	Iteration 10Q: 3 clusters Score -84297.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -84311.234375 Penalty: 2247.932373
	Iteration 11Q: 3 clusters Score -84311.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -84318.585938 Penalty: 2247.932373
	Iteration 12Q: 3 clusters Score -84318.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -84325.437500 Penalty: 2247.932373
	Iteration 13Q: 3 clusters Score -84325.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -84332.718750 Penalty: 2247.932373
	Iteration 14Q: 3 clusters Score -84332.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -84339.390625 Penalty: 2247.932373
	Iteration 15Q: 3 clusters Score -84339.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -84349.453125 Penalty: 2247.932373
	Iteration 16Q: 3 clusters Score -84349.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -84359.882812 Penalty: 2247.932373
	Iteration 17Q: 3 clusters Score -84359.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -84369.070312 Penalty: 2247.932373
	Iteration 18Q: 3 clusters Score -84369.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -84380.539062 Penalty: 2247.932373
	Iteration 19Q: 3 clusters Score -84380.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -84393.242188 Penalty: 2247.932373
	Iteration 20F: 3 clusters Score -84393.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -84404.156250 Penalty: 2247.932373
	Iteration 21Q: 3 clusters Score -84404.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -84421.093750 Penalty: 2247.932373
	Iteration 22Q: 3 clusters Score -84421.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -84444.523438 Penalty: 2247.932373
	Iteration 23Q: 3 clusters Score -84444.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -84458.390625 Penalty: 2247.932373
	Iteration 24Q: 3 clusters Score -84458.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -84470.203125 Penalty: 2247.932373
	Iteration 25Q: 3 clusters Score -84470.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -84485.945312 Penalty: 2247.932373
	Iteration 26Q: 3 clusters Score -84485.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -84501.312500 Penalty: 2247.932373
	Iteration 27Q: 3 clusters Score -84501.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -84522.039062 Penalty: 2247.932373
	Iteration 28Q: 3 clusters Score -84522.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -84552.335938 Penalty: 2247.932373
	Iteration 29Q: 3 clusters Score -84552.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -84593.875000 Penalty: 2247.932373
	Iteration 30Q: 3 clusters Score -84593.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -84633.171875 Penalty: 2247.932373
	Iteration 31Q: 3 clusters Score -84633.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -84665.664062 Penalty: 2247.932373
	Iteration 32Q: 3 clusters Score -84665.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -84690.359375 Penalty: 2247.932373
	Iteration 33Q: 3 clusters Score -84690.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -84709.375000 Penalty: 2247.932373
	Iteration 34Q: 3 clusters Score -84709.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -84728.656250 Penalty: 2247.932373
	Iteration 35Q: 3 clusters Score -84728.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -84745.984375 Penalty: 2247.932373
	Iteration 36Q: 3 clusters Score -84745.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -84753.265625 Penalty: 2247.932373
	Iteration 37Q: 3 clusters Score -84753.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -84759.914062 Penalty: 2247.932373
	Iteration 38Q: 3 clusters Score -84759.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -84764.484375 Penalty: 2247.932373
	Iteration 39Q: 3 clusters Score -84764.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -84769.500000 Penalty: 2247.932373
	Iteration 40F: 3 clusters Score -84769.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -84773.031250 Penalty: 2247.932373
	Iteration 41Q: 3 clusters Score -84773.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -84773.031250 Penalty: 2247.932373
	Iteration 42F: 3 clusters Score -84773.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -29500.062500 Penalty: 965.704956
	Iteration 0F: 2 clusters Score -29500.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -28529.839844 Penalty: 1931.409912
	Iteration 0F: 3 clusters Score -28529.84 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28680.976562 Penalty: 1931.409912
	Iteration 1F: 3 clusters Score -28680.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28709.773438 Penalty: 1931.409912
	Iteration 2Q: 3 clusters Score -28709.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -28729.394531 Penalty: 1931.409912
	Iteration 3Q: 3 clusters Score -28729.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -28735.613281 Penalty: 1931.409912
	Iteration 4Q: 3 clusters Score -28735.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -28738.943359 Penalty: 1931.409912
	Iteration 5Q: 3 clusters Score -28738.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28742.824219 Penalty: 1931.409912
	Iteration 6Q: 3 clusters Score -28742.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -28744.558594 Penalty: 1931.409912
	Iteration 7Q: 3 clusters Score -28744.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28746.214844 Penalty: 1931.409912
	Iteration 8Q: 3 clusters Score -28746.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28746.214844 Penalty: 1931.409912
	Iteration 9F: 3 clusters Score -28746.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -42493.910156 Penalty: 1008.240662
	Iteration 0F: 2 clusters Score -42493.91 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: -41425.054688 Penalty: 2016.481323
	Iteration 0F: 3 clusters Score -41425.05 nChanged 118
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: -41597.656250 Penalty: 2016.481323
	Iteration 1F: 3 clusters Score -41597.66 nChanged 30
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: -41655.085938 Penalty: 2016.481323
	Iteration 2F: 3 clusters Score -41655.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -41686.250000 Penalty: 2016.481323
	Iteration 3Q: 3 clusters Score -41686.25 nChanged 13
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: -41711.308594 Penalty: 2016.481323
	Iteration 4Q: 3 clusters Score -41711.31 nChanged 7
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: -41721.679688 Penalty: 2016.481323
	Iteration 5Q: 3 clusters Score -41721.68 nChanged 4
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: -41728.546875 Penalty: 2016.481323
	Iteration 6Q: 3 clusters Score -41728.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41734.226562 Penalty: 2016.481323
	Iteration 7Q: 3 clusters Score -41734.23 nChanged 2
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: -41735.316406 Penalty: 2016.481323
	Iteration 8Q: 3 clusters Score -41735.32 nChanged 2
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: -41738.714844 Penalty: 2016.481323
	Iteration 9Q: 3 clusters Score -41738.71 nChanged 0
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: -41738.714844 Penalty: 2016.481323
	Iteration 10F: 3 clusters Score -41738.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (92304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92304 members 
Entering Unmasked Estep 
Score: -8493903.000000 Penalty: 1857.837036
	Iteration 0F: 2 clusters Score -8493903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46060 members 
Mstep: Class 2 contains 46244 members 
Entering Unmasked Estep 
Score: -8432014.000000 Penalty: 3715.674072
	Iteration 0F: 3 clusters Score -8432014 nChanged 43835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45033 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -8457060.000000 Penalty: 3715.674072
	Iteration 1F: 3 clusters Score -8457060 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44398 members 
Mstep: Class 2 contains 47906 members 
Entering Unmasked Estep 
Score: -8457634.000000 Penalty: 3715.674072
	Iteration 2Q: 3 clusters Score -8457634 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 49020 members 
Entering Unmasked Estep 
Score: -8458342.000000 Penalty: 3715.674072
	Iteration 3Q: 3 clusters Score -8458342 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 50752 members 
Entering Unmasked Estep 
Score: -8459183.000000 Penalty: 3715.674072
	Iteration 4Q: 3 clusters Score -8459183 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 53404 members 
Entering Unmasked Estep 
Score: -8460599.000000 Penalty: 3715.674072
	Iteration 5Q: 3 clusters Score -8460599 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 57432 members 
Entering Unmasked Estep 
Score: -8463084.000000 Penalty: 3715.674072
	Iteration 6F: 3 clusters Score -8463084 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 63038 members 
Entering Unmasked Estep 
Score: -8467445.000000 Penalty: 3715.674072
	Iteration 7F: 3 clusters Score -8467445 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 70021 members 
Entering Unmasked Estep 
Score: -8473835.000000 Penalty: 3715.674072
	Iteration 8F: 3 clusters Score -8473835 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 77348 members 
Entering Unmasked Estep 
Score: -8481289.000000 Penalty: 3715.674072
	Iteration 9F: 3 clusters Score -8481289 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 82930 members 
Entering Unmasked Estep 
Score: -8487192.000000 Penalty: 3715.674072
	Iteration 10F: 3 clusters Score -8487192 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 85971 members 
Entering Unmasked Estep 
Score: -8490683.000000 Penalty: 3715.674072
	Iteration 11Q: 3 clusters Score -8490683 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 87236 members 
Entering Unmasked Estep 
Score: -8492243.000000 Penalty: 3715.674072
	Iteration 12Q: 3 clusters Score -8492243 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 87751 members 
Entering Unmasked Estep 
Score: -8492834.000000 Penalty: 3715.674072
	Iteration 13Q: 3 clusters Score -8492834 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 88035 members 
Entering Unmasked Estep 
Score: -8493134.000000 Penalty: 3715.674072
	Iteration 14Q: 3 clusters Score -8493134 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 88240 members 
Entering Unmasked Estep 
Score: -8493308.000000 Penalty: 3715.674072
	Iteration 15Q: 3 clusters Score -8493308 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 88377 members 
Entering Unmasked Estep 
Score: -8493491.000000 Penalty: 3715.674072
	Iteration 16Q: 3 clusters Score -8493491 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 88481 members 
Entering Unmasked Estep 
Score: -8493602.000000 Penalty: 3715.674072
	Iteration 17Q: 3 clusters Score -8493602 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 88573 members 
Entering Unmasked Estep 
Score: -8493662.000000 Penalty: 3715.674072
	Iteration 18Q: 3 clusters Score -8493662 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 88639 members 
Entering Unmasked Estep 
Score: -8493675.000000 Penalty: 3715.674072
	Iteration 19Q: 3 clusters Score -8493675 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 88696 members 
Entering Unmasked Estep 
Score: -8493693.000000 Penalty: 3715.674072
	Iteration 20F: 3 clusters Score -8493693 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 88719 members 
Entering Unmasked Estep 
Score: -8493708.000000 Penalty: 3715.674072
	Iteration 21Q: 3 clusters Score -8493708 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 88728 members 
Entering Unmasked Estep 
Score: -8493703.000000 Penalty: 3715.674072
	Iteration 22Q: 3 clusters Score -8493703 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 88733 members 
Entering Unmasked Estep 
Score: -8493709.000000 Penalty: 3715.674072
	Iteration 23Q: 3 clusters Score -8493709 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 88743 members 
Entering Unmasked Estep 
Score: -8493705.000000 Penalty: 3715.674072
	Iteration 24Q: 3 clusters Score -8493705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 88748 members 
Entering Unmasked Estep 
Score: -8493708.000000 Penalty: 3715.674072
	Iteration 25Q: 3 clusters Score -8493708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 88751 members 
Entering Unmasked Estep 
Score: -8493714.000000 Penalty: 3715.674072
	Iteration 26Q: 3 clusters Score -8493714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 88761 members 
Entering Unmasked Estep 
Score: -8493720.000000 Penalty: 3715.674072
	Iteration 27Q: 3 clusters Score -8493720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 88765 members 
Entering Unmasked Estep 
Score: -8493726.000000 Penalty: 3715.674072
	Iteration 28Q: 3 clusters Score -8493726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 88766 members 
Entering Unmasked Estep 
Score: -8493730.000000 Penalty: 3715.674072
	Iteration 29Q: 3 clusters Score -8493730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 88771 members 
Entering Unmasked Estep 
Score: -8493731.000000 Penalty: 3715.674072
	Iteration 30Q: 3 clusters Score -8493731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 88774 members 
Entering Unmasked Estep 
Score: -8493728.000000 Penalty: 3715.674072
	Iteration 31Q: 3 clusters Score -8493728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 88774 members 
Entering Unmasked Estep 
Score: -8493728.000000 Penalty: 3715.674072
	Iteration 32F: 3 clusters Score -8493728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Entering Unmasked Estep 
Score: -256799.984375 Penalty: 1309.632446
	Iteration 0F: 2 clusters Score -256800 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 1523 members 
Entering Unmasked Estep 
Score: -253957.000000 Penalty: 2619.264893
	Iteration 0F: 3 clusters Score -253957 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -254738.843750 Penalty: 2619.264893
	Iteration 1F: 3 clusters Score -254738.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -254998.609375 Penalty: 2619.264893
	Iteration 2F: 3 clusters Score -254998.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -255215.281250 Penalty: 2619.264893
	Iteration 3F: 3 clusters Score -255215.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -255433.843750 Penalty: 2619.264893
	Iteration 4F: 3 clusters Score -255433.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -255593.578125 Penalty: 2619.264893
	Iteration 5Q: 3 clusters Score -255593.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -255744.000000 Penalty: 2619.264893
	Iteration 6Q: 3 clusters Score -255744 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -255897.453125 Penalty: 2619.264893
	Iteration 7Q: 3 clusters Score -255897.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -255998.734375 Penalty: 2619.264893
	Iteration 8Q: 3 clusters Score -255998.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -256059.796875 Penalty: 2619.264893
	Iteration 9Q: 3 clusters Score -256059.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -256089.968750 Penalty: 2619.264893
	Iteration 10Q: 3 clusters Score -256090 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -256112.890625 Penalty: 2619.264893
	Iteration 11Q: 3 clusters Score -256112.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -256131.015625 Penalty: 2619.264893
	Iteration 12Q: 3 clusters Score -256131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -256147.765625 Penalty: 2619.264893
	Iteration 13Q: 3 clusters Score -256147.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -256174.781250 Penalty: 2619.264893
	Iteration 14Q: 3 clusters Score -256174.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -256208.328125 Penalty: 2619.264893
	Iteration 15Q: 3 clusters Score -256208.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -256233.625000 Penalty: 2619.264893
	Iteration 16Q: 3 clusters Score -256233.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -256253.953125 Penalty: 2619.264893
	Iteration 17Q: 3 clusters Score -256254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -256280.140625 Penalty: 2619.264893
	Iteration 18Q: 3 clusters Score -256280.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -256300.906250 Penalty: 2619.264893
	Iteration 19Q: 3 clusters Score -256300.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -256318.781250 Penalty: 2619.264893
	Iteration 20F: 3 clusters Score -256318.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -256334.375000 Penalty: 2619.264893
	Iteration 21Q: 3 clusters Score -256334.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -256355.546875 Penalty: 2619.264893
	Iteration 22Q: 3 clusters Score -256355.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -256372.203125 Penalty: 2619.264893
	Iteration 23Q: 3 clusters Score -256372.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -256387.703125 Penalty: 2619.264893
	Iteration 24Q: 3 clusters Score -256387.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -256401.875000 Penalty: 2619.264893
	Iteration 25Q: 3 clusters Score -256401.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -256410.703125 Penalty: 2619.264893
	Iteration 26Q: 3 clusters Score -256410.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -256418.187500 Penalty: 2619.264893
	Iteration 27Q: 3 clusters Score -256418.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -256421.796875 Penalty: 2619.264893
	Iteration 28Q: 3 clusters Score -256421.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -256423.718750 Penalty: 2619.264893
	Iteration 29Q: 3 clusters Score -256423.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -256424.453125 Penalty: 2619.264893
	Iteration 30Q: 3 clusters Score -256424.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -256425.921875 Penalty: 2619.264893
	Iteration 31Q: 3 clusters Score -256425.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -256427.453125 Penalty: 2619.264893
	Iteration 32Q: 3 clusters Score -256427.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -256428.156250 Penalty: 2619.264893
	Iteration 33Q: 3 clusters Score -256428.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -256428.687500 Penalty: 2619.264893
	Iteration 34Q: 3 clusters Score -256428.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -256429.234375 Penalty: 2619.264893
	Iteration 35Q: 3 clusters Score -256429.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -256429.234375 Penalty: 2619.264893
	Iteration 36F: 3 clusters Score -256429.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Entering Unmasked Estep 
Score: -247060.015625 Penalty: 1293.211914
	Iteration 0F: 2 clusters Score -247060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -244397.781250 Penalty: 2586.423828
	Iteration 0F: 3 clusters Score -244397.8 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -245060.765625 Penalty: 2586.423828
	Iteration 1F: 3 clusters Score -245060.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -245254.484375 Penalty: 2586.423828
	Iteration 2F: 3 clusters Score -245254.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -245383.437500 Penalty: 2586.423828
	Iteration 3F: 3 clusters Score -245383.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -245464.187500 Penalty: 2586.423828
	Iteration 4Q: 3 clusters Score -245464.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -245540.640625 Penalty: 2586.423828
	Iteration 5Q: 3 clusters Score -245540.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -245610.343750 Penalty: 2586.423828
	Iteration 6Q: 3 clusters Score -245610.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -245704.765625 Penalty: 2586.423828
	Iteration 7Q: 3 clusters Score -245704.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -245873.515625 Penalty: 2586.423828
	Iteration 8Q: 3 clusters Score -245873.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -246104.562500 Penalty: 2586.423828
	Iteration 9F: 3 clusters Score -246104.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -246237.187500 Penalty: 2586.423828
	Iteration 10Q: 3 clusters Score -246237.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -246294.781250 Penalty: 2586.423828
	Iteration 11Q: 3 clusters Score -246294.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -246330.250000 Penalty: 2586.423828
	Iteration 12Q: 3 clusters Score -246330.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -246363.312500 Penalty: 2586.423828
	Iteration 13Q: 3 clusters Score -246363.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -246389.515625 Penalty: 2586.423828
	Iteration 14Q: 3 clusters Score -246389.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -246405.375000 Penalty: 2586.423828
	Iteration 15Q: 3 clusters Score -246405.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -246413.218750 Penalty: 2586.423828
	Iteration 16Q: 3 clusters Score -246413.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -246421.625000 Penalty: 2586.423828
	Iteration 17Q: 3 clusters Score -246421.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -246429.218750 Penalty: 2586.423828
	Iteration 18Q: 3 clusters Score -246429.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -246433.562500 Penalty: 2586.423828
	Iteration 19Q: 3 clusters Score -246433.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -246437.640625 Penalty: 2586.423828
	Iteration 20F: 3 clusters Score -246437.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -246441.046875 Penalty: 2586.423828
	Iteration 21Q: 3 clusters Score -246441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -246443.640625 Penalty: 2586.423828
	Iteration 22Q: 3 clusters Score -246443.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -246443.921875 Penalty: 2586.423828
	Iteration 23Q: 3 clusters Score -246443.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -246444.187500 Penalty: 2586.423828
	Iteration 24Q: 3 clusters Score -246444.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -246444.578125 Penalty: 2586.423828
	Iteration 25Q: 3 clusters Score -246444.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -246444.578125 Penalty: 2586.423828
	Iteration 26F: 3 clusters Score -246444.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Entering Unmasked Estep 
Score: -139575.234375 Penalty: 1232.277710
	Iteration 0F: 2 clusters Score -139575.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -137610.609375 Penalty: 2464.555420
	Iteration 0F: 3 clusters Score -137610.6 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -138306.765625 Penalty: 2464.555420
	Iteration 1F: 3 clusters Score -138306.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -138572.734375 Penalty: 2464.555420
	Iteration 2F: 3 clusters Score -138572.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -138747.984375 Penalty: 2464.555420
	Iteration 3F: 3 clusters Score -138748 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -138861.859375 Penalty: 2464.555420
	Iteration 4F: 3 clusters Score -138861.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -138964.296875 Penalty: 2464.555420
	Iteration 5Q: 3 clusters Score -138964.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -139061.640625 Penalty: 2464.555420
	Iteration 6Q: 3 clusters Score -139061.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -139136.968750 Penalty: 2464.555420
	Iteration 7Q: 3 clusters Score -139137 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -139169.546875 Penalty: 2464.555420
	Iteration 8Q: 3 clusters Score -139169.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -139193.281250 Penalty: 2464.555420
	Iteration 9Q: 3 clusters Score -139193.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -139208.781250 Penalty: 2464.555420
	Iteration 10Q: 3 clusters Score -139208.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -139220.187500 Penalty: 2464.555420
	Iteration 11Q: 3 clusters Score -139220.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -139229.140625 Penalty: 2464.555420
	Iteration 12Q: 3 clusters Score -139229.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -139240.500000 Penalty: 2464.555420
	Iteration 13Q: 3 clusters Score -139240.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -139245.625000 Penalty: 2464.555420
	Iteration 14Q: 3 clusters Score -139245.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -139250.218750 Penalty: 2464.555420
	Iteration 15Q: 3 clusters Score -139250.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -139252.406250 Penalty: 2464.555420
	Iteration 16Q: 3 clusters Score -139252.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -139254.984375 Penalty: 2464.555420
	Iteration 17Q: 3 clusters Score -139255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -139255.203125 Penalty: 2464.555420
	Iteration 18Q: 3 clusters Score -139255.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -139255.203125 Penalty: 2464.555420
	Iteration 19F: 3 clusters Score -139255.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Entering Unmasked Estep 
Score: -261548.750000 Penalty: 1304.570923
	Iteration 0F: 2 clusters Score -261548.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -258822.828125 Penalty: 2609.141846
	Iteration 0F: 3 clusters Score -258822.8 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -259594.250000 Penalty: 2609.141846
	Iteration 1F: 3 clusters Score -259594.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -259920.859375 Penalty: 2609.141846
	Iteration 2F: 3 clusters Score -259920.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -260248.593750 Penalty: 2609.141846
	Iteration 3F: 3 clusters Score -260248.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -260497.156250 Penalty: 2609.141846
	Iteration 4F: 3 clusters Score -260497.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -260672.062500 Penalty: 2609.141846
	Iteration 5Q: 3 clusters Score -260672.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -260786.234375 Penalty: 2609.141846
	Iteration 6Q: 3 clusters Score -260786.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -260844.437500 Penalty: 2609.141846
	Iteration 7Q: 3 clusters Score -260844.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -260889.453125 Penalty: 2609.141846
	Iteration 8Q: 3 clusters Score -260889.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -260928.406250 Penalty: 2609.141846
	Iteration 9Q: 3 clusters Score -260928.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -260962.062500 Penalty: 2609.141846
	Iteration 10Q: 3 clusters Score -260962.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -260989.421875 Penalty: 2609.141846
	Iteration 11Q: 3 clusters Score -260989.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -261012.906250 Penalty: 2609.141846
	Iteration 12Q: 3 clusters Score -261012.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -261026.812500 Penalty: 2609.141846
	Iteration 13Q: 3 clusters Score -261026.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -261036.375000 Penalty: 2609.141846
	Iteration 14Q: 3 clusters Score -261036.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -261045.109375 Penalty: 2609.141846
	Iteration 15Q: 3 clusters Score -261045.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -261051.140625 Penalty: 2609.141846
	Iteration 16Q: 3 clusters Score -261051.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -261054.609375 Penalty: 2609.141846
	Iteration 17Q: 3 clusters Score -261054.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -261058.500000 Penalty: 2609.141846
	Iteration 18Q: 3 clusters Score -261058.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -261067.640625 Penalty: 2609.141846
	Iteration 19Q: 3 clusters Score -261067.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -261077.781250 Penalty: 2609.141846
	Iteration 20F: 3 clusters Score -261077.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -261084.828125 Penalty: 2609.141846
	Iteration 21Q: 3 clusters Score -261084.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -261091.609375 Penalty: 2609.141846
	Iteration 22Q: 3 clusters Score -261091.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -261094.890625 Penalty: 2609.141846
	Iteration 23Q: 3 clusters Score -261094.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -261097.781250 Penalty: 2609.141846
	Iteration 24Q: 3 clusters Score -261097.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -261101.875000 Penalty: 2609.141846
	Iteration 25Q: 3 clusters Score -261101.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -261108.984375 Penalty: 2609.141846
	Iteration 26Q: 3 clusters Score -261109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -261120.062500 Penalty: 2609.141846
	Iteration 27Q: 3 clusters Score -261120.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -261127.703125 Penalty: 2609.141846
	Iteration 28Q: 3 clusters Score -261127.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -261135.875000 Penalty: 2609.141846
	Iteration 29Q: 3 clusters Score -261135.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -261144.343750 Penalty: 2609.141846
	Iteration 30Q: 3 clusters Score -261144.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -261156.578125 Penalty: 2609.141846
	Iteration 31Q: 3 clusters Score -261156.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -261169.796875 Penalty: 2609.141846
	Iteration 32Q: 3 clusters Score -261169.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -261178.921875 Penalty: 2609.141846
	Iteration 33Q: 3 clusters Score -261178.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -261188.609375 Penalty: 2609.141846
	Iteration 34Q: 3 clusters Score -261188.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -261199.390625 Penalty: 2609.141846
	Iteration 35Q: 3 clusters Score -261199.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -261205.312500 Penalty: 2609.141846
	Iteration 36Q: 3 clusters Score -261205.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -261207.578125 Penalty: 2609.141846
	Iteration 37Q: 3 clusters Score -261207.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -261210.781250 Penalty: 2609.141846
	Iteration 38Q: 3 clusters Score -261210.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -261213.750000 Penalty: 2609.141846
	Iteration 39Q: 3 clusters Score -261213.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -261216.359375 Penalty: 2609.141846
	Iteration 40F: 3 clusters Score -261216.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -261222.921875 Penalty: 2609.141846
	Iteration 41Q: 3 clusters Score -261222.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -261227.484375 Penalty: 2609.141846
	Iteration 42Q: 3 clusters Score -261227.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -261235.390625 Penalty: 2609.141846
	Iteration 43Q: 3 clusters Score -261235.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -261240.953125 Penalty: 2609.141846
	Iteration 44Q: 3 clusters Score -261241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -261246.953125 Penalty: 2609.141846
	Iteration 45Q: 3 clusters Score -261247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -261251.718750 Penalty: 2609.141846
	Iteration 46Q: 3 clusters Score -261251.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -261257.109375 Penalty: 2609.141846
	Iteration 47Q: 3 clusters Score -261257.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -261262.484375 Penalty: 2609.141846
	Iteration 48Q: 3 clusters Score -261262.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -261267.343750 Penalty: 2609.141846
	Iteration 49Q: 3 clusters Score -261267.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -261271.218750 Penalty: 2609.141846
	Iteration 50Q: 3 clusters Score -261271.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -261274.484375 Penalty: 2609.141846
	Iteration 51Q: 3 clusters Score -261274.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -261276.812500 Penalty: 2609.141846
	Iteration 52Q: 3 clusters Score -261276.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -261280.156250 Penalty: 2609.141846
	Iteration 53Q: 3 clusters Score -261280.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -261282.218750 Penalty: 2609.141846
	Iteration 54Q: 3 clusters Score -261282.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -261286.156250 Penalty: 2609.141846
	Iteration 55Q: 3 clusters Score -261286.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -261288.046875 Penalty: 2609.141846
	Iteration 56Q: 3 clusters Score -261288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -261292.156250 Penalty: 2609.141846
	Iteration 57Q: 3 clusters Score -261292.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -261294.703125 Penalty: 2609.141846
	Iteration 58Q: 3 clusters Score -261294.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -261297.578125 Penalty: 2609.141846
	Iteration 59Q: 3 clusters Score -261297.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -261300.046875 Penalty: 2609.141846
	Iteration 60F: 3 clusters Score -261300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -261304.296875 Penalty: 2609.141846
	Iteration 61Q: 3 clusters Score -261304.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -261307.796875 Penalty: 2609.141846
	Iteration 62Q: 3 clusters Score -261307.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -261309.984375 Penalty: 2609.141846
	Iteration 63Q: 3 clusters Score -261310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -261314.828125 Penalty: 2609.141846
	Iteration 64Q: 3 clusters Score -261314.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -261319.562500 Penalty: 2609.141846
	Iteration 65Q: 3 clusters Score -261319.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -261323.531250 Penalty: 2609.141846
	Iteration 66Q: 3 clusters Score -261323.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -261330.562500 Penalty: 2609.141846
	Iteration 67Q: 3 clusters Score -261330.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -261333.078125 Penalty: 2609.141846
	Iteration 68Q: 3 clusters Score -261333.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -261336.765625 Penalty: 2609.141846
	Iteration 69Q: 3 clusters Score -261336.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -261340.656250 Penalty: 2609.141846
	Iteration 70Q: 3 clusters Score -261340.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -261347.140625 Penalty: 2609.141846
	Iteration 71Q: 3 clusters Score -261347.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -261350.562500 Penalty: 2609.141846
	Iteration 72Q: 3 clusters Score -261350.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -261355.453125 Penalty: 2609.141846
	Iteration 73Q: 3 clusters Score -261355.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -261360.437500 Penalty: 2609.141846
	Iteration 74Q: 3 clusters Score -261360.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -261366.968750 Penalty: 2609.141846
	Iteration 75Q: 3 clusters Score -261367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -261375.703125 Penalty: 2609.141846
	Iteration 76Q: 3 clusters Score -261375.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -261389.656250 Penalty: 2609.141846
	Iteration 77Q: 3 clusters Score -261389.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -261403.015625 Penalty: 2609.141846
	Iteration 78Q: 3 clusters Score -261403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -261414.171875 Penalty: 2609.141846
	Iteration 79Q: 3 clusters Score -261414.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -261420.218750 Penalty: 2609.141846
	Iteration 80F: 3 clusters Score -261420.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -261433.390625 Penalty: 2609.141846
	Iteration 81Q: 3 clusters Score -261433.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -261437.359375 Penalty: 2609.141846
	Iteration 82Q: 3 clusters Score -261437.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -261440.406250 Penalty: 2609.141846
	Iteration 83Q: 3 clusters Score -261440.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -261444.171875 Penalty: 2609.141846
	Iteration 84Q: 3 clusters Score -261444.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -261445.500000 Penalty: 2609.141846
	Iteration 85Q: 3 clusters Score -261445.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -261447.390625 Penalty: 2609.141846
	Iteration 86Q: 3 clusters Score -261447.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -261448.718750 Penalty: 2609.141846
	Iteration 87Q: 3 clusters Score -261448.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -261448.937500 Penalty: 2609.141846
	Iteration 88Q: 3 clusters Score -261448.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -261448.937500 Penalty: 2609.141846
	Iteration 89F: 3 clusters Score -261448.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Entering Unmasked Estep 
Score: -238501.750000 Penalty: 1287.190552
	Iteration 0F: 2 clusters Score -238501.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -235928.953125 Penalty: 2574.381104
	Iteration 0F: 3 clusters Score -235929 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -236609.609375 Penalty: 2574.381104
	Iteration 1F: 3 clusters Score -236609.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -236802.812500 Penalty: 2574.381104
	Iteration 2F: 3 clusters Score -236802.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -236929.484375 Penalty: 2574.381104
	Iteration 3F: 3 clusters Score -236929.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -237011.859375 Penalty: 2574.381104
	Iteration 4Q: 3 clusters Score -237011.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -237100.171875 Penalty: 2574.381104
	Iteration 5Q: 3 clusters Score -237100.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -237169.437500 Penalty: 2574.381104
	Iteration 6Q: 3 clusters Score -237169.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -237222.171875 Penalty: 2574.381104
	Iteration 7Q: 3 clusters Score -237222.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -237269.921875 Penalty: 2574.381104
	Iteration 8Q: 3 clusters Score -237269.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -237323.656250 Penalty: 2574.381104
	Iteration 9Q: 3 clusters Score -237323.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -237435.031250 Penalty: 2574.381104
	Iteration 10Q: 3 clusters Score -237435 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -237762.515625 Penalty: 2574.381104
	Iteration 11Q: 3 clusters Score -237762.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -238423.515625 Penalty: 2574.381104
	Iteration 12F: 3 clusters Score -238423.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -238796.140625 Penalty: 2574.381104
	Iteration 13F: 3 clusters Score -238796.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -238966.359375 Penalty: 2574.381104
	Iteration 14F: 3 clusters Score -238966.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -239062.093750 Penalty: 2574.381104
	Iteration 15Q: 3 clusters Score -239062.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -239116.062500 Penalty: 2574.381104
	Iteration 16Q: 3 clusters Score -239116.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -239166.375000 Penalty: 2574.381104
	Iteration 17Q: 3 clusters Score -239166.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -239189.437500 Penalty: 2574.381104
	Iteration 18Q: 3 clusters Score -239189.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -239235.421875 Penalty: 2574.381104
	Iteration 19Q: 3 clusters Score -239235.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -239292.562500 Penalty: 2574.381104
	Iteration 20F: 3 clusters Score -239292.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -239314.359375 Penalty: 2574.381104
	Iteration 21Q: 3 clusters Score -239314.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -239327.109375 Penalty: 2574.381104
	Iteration 22Q: 3 clusters Score -239327.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -239336.843750 Penalty: 2574.381104
	Iteration 23Q: 3 clusters Score -239336.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -239351.453125 Penalty: 2574.381104
	Iteration 24Q: 3 clusters Score -239351.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -239359.703125 Penalty: 2574.381104
	Iteration 25Q: 3 clusters Score -239359.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -239366.750000 Penalty: 2574.381104
	Iteration 26Q: 3 clusters Score -239366.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -239373.468750 Penalty: 2574.381104
	Iteration 27Q: 3 clusters Score -239373.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -239376.265625 Penalty: 2574.381104
	Iteration 28Q: 3 clusters Score -239376.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -239377.046875 Penalty: 2574.381104
	Iteration 29Q: 3 clusters Score -239377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -239379.171875 Penalty: 2574.381104
	Iteration 30Q: 3 clusters Score -239379.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -239384.031250 Penalty: 2574.381104
	Iteration 31Q: 3 clusters Score -239384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -239386.234375 Penalty: 2574.381104
	Iteration 32Q: 3 clusters Score -239386.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -239387.140625 Penalty: 2574.381104
	Iteration 33Q: 3 clusters Score -239387.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -239387.687500 Penalty: 2574.381104
	Iteration 34Q: 3 clusters Score -239387.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -239387.687500 Penalty: 2574.381104
	Iteration 35F: 3 clusters Score -239387.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 8390 members 
Mstep: Class 3 contains 63960 members 
Mstep: Class 4 contains 8857 members 
Mstep: Class 5 contains 1753 members 
Mstep: Class 6 contains 1606 members 
Mstep: Class 7 contains 52335 members 
Mstep: Class 8 contains 2060 members 
Mstep: Class 9 contains 124677 members 
Mstep: Class 10 contains 9479 members 
Mstep: Class 11 contains 8775 members 
Mstep: Class 12 contains 60565 members 
Mstep: Class 13 contains 15726 members 
Mstep: Class 14 contains 28908 members 
Mstep: Class 15 contains 60871 members 
Mstep: Class 16 contains 61971 members 
Mstep: Class 17 contains 41510 members 
Mstep: Class 18 contains 6175 members 
Mstep: Class 19 contains 70936 members 
Mstep: Class 20 contains 20476 members 
Mstep: Class 21 contains 14324 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 27801 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 7397 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 13168 members 
Mstep: Class 28 contains 1166 members 
Mstep: Class 29 contains 11089 members 
Mstep: Class 30 contains 94206 members 
Mstep: Class 31 contains 3532 members 
Mstep: Class 32 contains 1719 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 495 members 
Mstep: Class 36 contains 92304 members 
Mstep: Class 37 contains 3163 members 
Mstep: Class 38 contains 2859 members 
Mstep: Class 39 contains 1965 members 
Mstep: Class 40 contains 3066 members 
Mstep: Class 41 contains 1007 members 
Mstep: Class 42 contains 2702 members 
Mstep: Class 43 contains 1142 members 
Mstep: Class 44 contains 4074 members 
Mstep: Class 45 contains 7840 members 
Mstep: Class 46 contains 1748 members 
Entering Unmasked Estep 
Score: -84457640.000000 Penalty: 102952.773438
Splitting cluster 41 changes total score from -84457456.000000 to -84457640.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 42 (2702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Entering Unmasked Estep 
Score: -233514.687500 Penalty: 1284.034058
	Iteration 0F: 2 clusters Score -233514.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -230984.250000 Penalty: 2568.068115
	Iteration 0F: 3 clusters Score -230984.2 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -231702.062500 Penalty: 2568.068115
	Iteration 1F: 3 clusters Score -231702.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -231952.078125 Penalty: 2568.068115
	Iteration 2F: 3 clusters Score -231952.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -232253.125000 Penalty: 2568.068115
	Iteration 3F: 3 clusters Score -232253.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -232660.031250 Penalty: 2568.068115
	Iteration 4F: 3 clusters Score -232660 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -233025.718750 Penalty: 2568.068115
	Iteration 5F: 3 clusters Score -233025.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -233257.812500 Penalty: 2568.068115
	Iteration 6F: 3 clusters Score -233257.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -233354.593750 Penalty: 2568.068115
	Iteration 7Q: 3 clusters Score -233354.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -233413.031250 Penalty: 2568.068115
	Iteration 8Q: 3 clusters Score -233413 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -233451.328125 Penalty: 2568.068115
	Iteration 9Q: 3 clusters Score -233451.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -233484.812500 Penalty: 2568.068115
	Iteration 10Q: 3 clusters Score -233484.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -233505.890625 Penalty: 2568.068115
	Iteration 11Q: 3 clusters Score -233505.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -233515.453125 Penalty: 2568.068115
	Iteration 12Q: 3 clusters Score -233515.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -233521.125000 Penalty: 2568.068115
	Iteration 13Q: 3 clusters Score -233521.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -233529.546875 Penalty: 2568.068115
	Iteration 14Q: 3 clusters Score -233529.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -233538.171875 Penalty: 2568.068115
	Iteration 15Q: 3 clusters Score -233538.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -233555.921875 Penalty: 2568.068115
	Iteration 16Q: 3 clusters Score -233555.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -233584.546875 Penalty: 2568.068115
	Iteration 17Q: 3 clusters Score -233584.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -233607.437500 Penalty: 2568.068115
	Iteration 18Q: 3 clusters Score -233607.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -233625.281250 Penalty: 2568.068115
	Iteration 19Q: 3 clusters Score -233625.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -233646.281250 Penalty: 2568.068115
	Iteration 20F: 3 clusters Score -233646.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -233701.921875 Penalty: 2568.068115
	Iteration 21Q: 3 clusters Score -233701.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -233776.343750 Penalty: 2568.068115
	Iteration 22Q: 3 clusters Score -233776.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -233830.562500 Penalty: 2568.068115
	Iteration 23Q: 3 clusters Score -233830.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -233857.125000 Penalty: 2568.068115
	Iteration 24Q: 3 clusters Score -233857.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -233878.343750 Penalty: 2568.068115
	Iteration 25Q: 3 clusters Score -233878.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -233897.500000 Penalty: 2568.068115
	Iteration 26Q: 3 clusters Score -233897.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -233903.921875 Penalty: 2568.068115
	Iteration 27Q: 3 clusters Score -233903.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -233905.640625 Penalty: 2568.068115
	Iteration 28Q: 3 clusters Score -233905.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -233905.890625 Penalty: 2568.068115
	Iteration 29Q: 3 clusters Score -233905.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -233906.375000 Penalty: 2568.068115
	Iteration 30Q: 3 clusters Score -233906.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -233909.343750 Penalty: 2568.068115
	Iteration 31Q: 3 clusters Score -233909.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -233910.093750 Penalty: 2568.068115
	Iteration 32Q: 3 clusters Score -233910.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -233910.093750 Penalty: 2568.068115
	Iteration 33F: 3 clusters Score -233910.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 8390 members 
Mstep: Class 3 contains 63960 members 
Mstep: Class 4 contains 8857 members 
Mstep: Class 5 contains 1753 members 
Mstep: Class 6 contains 1606 members 
Mstep: Class 7 contains 52335 members 
Mstep: Class 8 contains 2060 members 
Mstep: Class 9 contains 124677 members 
Mstep: Class 10 contains 9479 members 
Mstep: Class 11 contains 8775 members 
Mstep: Class 12 contains 60565 members 
Mstep: Class 13 contains 15726 members 
Mstep: Class 14 contains 28908 members 
Mstep: Class 15 contains 60871 members 
Mstep: Class 16 contains 61971 members 
Mstep: Class 17 contains 41510 members 
Mstep: Class 18 contains 6175 members 
Mstep: Class 19 contains 70936 members 
Mstep: Class 20 contains 20476 members 
Mstep: Class 21 contains 14324 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 27801 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 7397 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 13168 members 
Mstep: Class 28 contains 1166 members 
Mstep: Class 29 contains 11089 members 
Mstep: Class 30 contains 94206 members 
Mstep: Class 31 contains 3532 members 
Mstep: Class 32 contains 1719 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 495 members 
Mstep: Class 36 contains 92304 members 
Mstep: Class 37 contains 3163 members 
Mstep: Class 38 contains 2859 members 
Mstep: Class 39 contains 1965 members 
Mstep: Class 40 contains 3066 members 
Mstep: Class 41 contains 1007 members 
Mstep: Class 42 contains 764 members 
Mstep: Class 43 contains 1142 members 
Mstep: Class 44 contains 4074 members 
Mstep: Class 45 contains 7840 members 
Mstep: Class 46 contains 1748 members 
Mstep: Class 47 contains 1938 members 
Entering Unmasked Estep 
Score: -84457112.000000 Penalty: 105190.875000
Splitting cluster 42 changes total score from -84457456.000000 to -84457112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (1142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Entering Unmasked Estep 
Score: -101201.500000 Penalty: 1144.087158
	Iteration 0F: 2 clusters Score -101201.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -99654.632812 Penalty: 2288.174316
	Iteration 0F: 3 clusters Score -99654.63 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -99933.632812 Penalty: 2288.174316
	Iteration 1F: 3 clusters Score -99933.63 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -100004.023438 Penalty: 2288.174316
	Iteration 2F: 3 clusters Score -100004 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -100051.226562 Penalty: 2288.174316
	Iteration 3Q: 3 clusters Score -100051.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -100080.828125 Penalty: 2288.174316
	Iteration 4Q: 3 clusters Score -100080.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -100105.085938 Penalty: 2288.174316
	Iteration 5Q: 3 clusters Score -100105.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -100148.531250 Penalty: 2288.174316
	Iteration 6Q: 3 clusters Score -100148.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -100183.164062 Penalty: 2288.174316
	Iteration 7Q: 3 clusters Score -100183.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -100202.437500 Penalty: 2288.174316
	Iteration 8Q: 3 clusters Score -100202.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -100213.015625 Penalty: 2288.174316
	Iteration 9Q: 3 clusters Score -100213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -100221.859375 Penalty: 2288.174316
	Iteration 10Q: 3 clusters Score -100221.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -100228.046875 Penalty: 2288.174316
	Iteration 11Q: 3 clusters Score -100228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -100232.195312 Penalty: 2288.174316
	Iteration 12Q: 3 clusters Score -100232.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -100235.484375 Penalty: 2288.174316
	Iteration 13Q: 3 clusters Score -100235.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -100239.750000 Penalty: 2288.174316
	Iteration 14Q: 3 clusters Score -100239.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -100242.437500 Penalty: 2288.174316
	Iteration 15Q: 3 clusters Score -100242.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -100245.984375 Penalty: 2288.174316
	Iteration 16Q: 3 clusters Score -100246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -100251.437500 Penalty: 2288.174316
	Iteration 17Q: 3 clusters Score -100251.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -100252.625000 Penalty: 2288.174316
	Iteration 18Q: 3 clusters Score -100252.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -100254.312500 Penalty: 2288.174316
	Iteration 19Q: 3 clusters Score -100254.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -100256.578125 Penalty: 2288.174316
	Iteration 20F: 3 clusters Score -100256.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -100256.914062 Penalty: 2288.174316
	Iteration 21Q: 3 clusters Score -100256.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -100256.914062 Penalty: 2288.174316
	Iteration 22F: 3 clusters Score -100256.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 8390 members 
Mstep: Class 3 contains 63960 members 
Mstep: Class 4 contains 8857 members 
Mstep: Class 5 contains 1753 members 
Mstep: Class 6 contains 1606 members 
Mstep: Class 7 contains 52335 members 
Mstep: Class 8 contains 2060 members 
Mstep: Class 9 contains 124677 members 
Mstep: Class 10 contains 9479 members 
Mstep: Class 11 contains 8775 members 
Mstep: Class 12 contains 60565 members 
Mstep: Class 13 contains 15726 members 
Mstep: Class 14 contains 28908 members 
Mstep: Class 15 contains 60871 members 
Mstep: Class 16 contains 61971 members 
Mstep: Class 17 contains 41510 members 
Mstep: Class 18 contains 6175 members 
Mstep: Class 19 contains 70936 members 
Mstep: Class 20 contains 20476 members 
Mstep: Class 21 contains 14324 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 27801 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 7397 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 13168 members 
Mstep: Class 28 contains 1166 members 
Mstep: Class 29 contains 11089 members 
Mstep: Class 30 contains 94206 members 
Mstep: Class 31 contains 3532 members 
Mstep: Class 32 contains 1719 members 
Mstep: Class 33 contains 1009 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 495 members 
Mstep: Class 36 contains 92304 members 
Mstep: Class 37 contains 3163 members 
Mstep: Class 38 contains 2859 members 
Mstep: Class 39 contains 1965 members 
Mstep: Class 40 contains 3066 members 
Mstep: Class 41 contains 1007 members 
Mstep: Class 42 contains 2702 members 
Mstep: Class 43 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84458760.000000 Penalty: 102952.773438
Iteration 119Q: 47 clusters Score -8.445876e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 8390 members 
Mstep: Class 3 contains 63862 members 
Mstep: Class 4 contains 8858 members 
Mstep: Class 5 contains 1754 members 
Mstep: Class 6 contains 1606 members 
Mstep: Class 7 contains 52335 members 
Mstep: Class 8 contains 2061 members 
Mstep: Class 9 contains 124668 members 
Mstep: Class 10 contains 9554 members 
Mstep: Class 11 contains 9145 members 
Mstep: Class 12 contains 60547 members 
Mstep: Class 13 contains 16014 members 
Mstep: Class 14 contains 28891 members 
Mstep: Class 15 contains 60870 members 
Mstep: Class 16 contains 62071 members 
Mstep: Class 17 contains 41511 members 
Mstep: Class 18 contains 6182 members 
Mstep: Class 19 contains 70863 members 
Mstep: Class 20 contains 20371 members 
Mstep: Class 21 contains 14315 members 
Mstep: Class 22 contains 1824 members 
Mstep: Class 23 contains 27844 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 7389 members 
Mstep: Class 26 contains 892 members 
Mstep: Class 27 contains 13190 members 
Mstep: Class 28 contains 1218 members 
Mstep: Class 29 contains 11092 members 
Mstep: Class 30 contains 93931 members 
Mstep: Class 31 contains 3481 members 
Mstep: Class 32 contains 1704 members 
Mstep: Class 33 contains 1007 members 
Mstep: Class 34 contains 380 members 
Mstep: Class 35 contains 490 members 
Mstep: Class 36 contains 92287 members 
Mstep: Class 37 contains 3259 members 
Mstep: Class 38 contains 2860 members 
Mstep: Class 39 contains 1960 members 
Mstep: Class 40 contains 3076 members 
Mstep: Class 41 contains 1019 members 
Mstep: Class 42 contains 2702 members 
Mstep: Class 43 contains 1143 members 
Mstep: Class 44 contains 3946 members 
Mstep: Class 45 contains 7545 members 
Mstep: Class 46 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84460016.000000 Penalty: 102952.773438
Iteration 120F: 47 clusters Score -8.446002e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 8389 members 
Mstep: Class 3 contains 63823 members 
Mstep: Class 4 contains 8853 members 
Mstep: Class 5 contains 1754 members 
Mstep: Class 6 contains 1606 members 
Mstep: Class 7 contains 52335 members 
Mstep: Class 8 contains 2009 members 
Mstep: Class 9 contains 124662 members 
Mstep: Class 10 contains 9574 members 
Mstep: Class 11 contains 9295 members 
Mstep: Class 12 contains 60517 members 
Mstep: Class 13 contains 16331 members 
Mstep: Class 14 contains 28819 members 
Mstep: Class 15 contains 60872 members 
Mstep: Class 16 contains 62139 members 
Mstep: Class 17 contains 41505 members 
Mstep: Class 18 contains 6164 members 
Mstep: Class 19 contains 70786 members 
Mstep: Class 20 contains 20222 members 
Mstep: Class 21 contains 14309 members 
Mstep: Class 22 contains 1926 members 
Mstep: Class 23 contains 27827 members 
Mstep: Class 24 contains 1602 members 
Mstep: Class 25 contains 7384 members 
Mstep: Class 26 contains 887 members 
Mstep: Class 27 contains 13203 members 
Mstep: Class 28 contains 1216 members 
Mstep: Class 29 contains 11109 members 
Mstep: Class 30 contains 93616 members 
Mstep: Class 31 contains 3445 members 
Mstep: Class 32 contains 1682 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 379 members 
Mstep: Class 35 contains 481 members 
Mstep: Class 36 contains 92141 members 
Mstep: Class 37 contains 3246 members 
Mstep: Class 38 contains 2863 members 
Mstep: Class 39 contains 1951 members 
Mstep: Class 40 contains 3072 members 
Mstep: Class 41 contains 1017 members 
Mstep: Class 42 contains 2708 members 
Mstep: Class 43 contains 1144 members 
Mstep: Class 44 contains 4024 members 
Mstep: Class 45 contains 7724 members 
Mstep: Class 46 contains 1799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84460736.000000 Penalty: 102952.773438
Iteration 121Q: 47 clusters Score -8.446074e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 8391 members 
Mstep: Class 3 contains 63788 members 
Mstep: Class 4 contains 8847 members 
Mstep: Class 5 contains 1754 members 
Mstep: Class 6 contains 1607 members 
Mstep: Class 7 contains 52335 members 
Mstep: Class 8 contains 1973 members 
Mstep: Class 9 contains 124653 members 
Mstep: Class 10 contains 9621 members 
Mstep: Class 11 contains 9418 members 
Mstep: Class 12 contains 60495 members 
Mstep: Class 13 contains 16624 members 
Mstep: Class 14 contains 28774 members 
Mstep: Class 15 contains 60872 members 
Mstep: Class 16 contains 62201 members 
Mstep: Class 17 contains 41501 members 
Mstep: Class 18 contains 6144 members 
Mstep: Class 19 contains 70764 members 
Mstep: Class 20 contains 20138 members 
Mstep: Class 21 contains 14307 members 
Mstep: Class 22 contains 2033 members 
Mstep: Class 23 contains 27824 members 
Mstep: Class 24 contains 1596 members 
Mstep: Class 25 contains 7382 members 
Mstep: Class 26 contains 886 members 
Mstep: Class 27 contains 13208 members 
Mstep: Class 28 contains 1215 members 
Mstep: Class 29 contains 11108 members 
Mstep: Class 30 contains 93336 members 
Mstep: Class 31 contains 3409 members 
Mstep: Class 32 contains 1657 members 
Mstep: Class 33 contains 999 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 475 members 
Mstep: Class 36 contains 91991 members 
Mstep: Class 37 contains 3270 members 
Mstep: Class 38 contains 2861 members 
Mstep: Class 39 contains 1943 members 
Mstep: Class 40 contains 3078 members 
Mstep: Class 41 contains 1011 members 
Mstep: Class 42 contains 2718 members 
Mstep: Class 43 contains 1147 members 
Mstep: Class 44 contains 4058 members 
Mstep: Class 45 contains 7776 members 
Mstep: Class 46 contains 1843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84461208.000000 Penalty: 102952.773438
Iteration 122Q: 47 clusters Score -8.446121e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 8391 members 
Mstep: Class 3 contains 63752 members 
Mstep: Class 4 contains 8849 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 1608 members 
Mstep: Class 7 contains 52333 members 
Mstep: Class 8 contains 1941 members 
Mstep: Class 9 contains 124637 members 
Mstep: Class 10 contains 9670 members 
Mstep: Class 11 contains 9535 members 
Mstep: Class 12 contains 60487 members 
Mstep: Class 13 contains 16929 members 
Mstep: Class 14 contains 28747 members 
Mstep: Class 15 contains 60872 members 
Mstep: Class 16 contains 62283 members 
Mstep: Class 17 contains 41496 members 
Mstep: Class 18 contains 6137 members 
Mstep: Class 19 contains 70747 members 
Mstep: Class 20 contains 20056 members 
Mstep: Class 21 contains 14306 members 
Mstep: Class 22 contains 2127 members 
Mstep: Class 23 contains 27832 members 
Mstep: Class 24 contains 1597 members 
Mstep: Class 25 contains 7378 members 
Mstep: Class 26 contains 887 members 
Mstep: Class 27 contains 13210 members 
Mstep: Class 28 contains 1215 members 
Mstep: Class 29 contains 11105 members 
Mstep: Class 30 contains 93022 members 
Mstep: Class 31 contains 3372 members 
Mstep: Class 32 contains 1639 members 
Mstep: Class 33 contains 997 members 
Mstep: Class 34 contains 376 members 
Mstep: Class 35 contains 475 members 
Mstep: Class 36 contains 91834 members 
Mstep: Class 37 contains 3292 members 
Mstep: Class 38 contains 2864 members 
Mstep: Class 39 contains 1924 members 
Mstep: Class 40 contains 3081 members 
Mstep: Class 41 contains 1011 members 
Mstep: Class 42 contains 2722 members 
Mstep: Class 43 contains 1152 members 
Mstep: Class 44 contains 4084 members 
Mstep: Class 45 contains 7805 members 
Mstep: Class 46 contains 1873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84461224.000000 Penalty: 102952.773438
Iteration 123Q: 47 clusters Score -8.446122e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 8390 members 
Mstep: Class 3 contains 63731 members 
Mstep: Class 4 contains 8851 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 1607 members 
Mstep: Class 7 contains 52331 members 
Mstep: Class 8 contains 1914 members 
Mstep: Class 9 contains 124629 members 
Mstep: Class 10 contains 9707 members 
Mstep: Class 11 contains 9624 members 
Mstep: Class 12 contains 60480 members 
Mstep: Class 13 contains 17233 members 
Mstep: Class 14 contains 28788 members 
Mstep: Class 15 contains 60874 members 
Mstep: Class 16 contains 62359 members 
Mstep: Class 17 contains 41493 members 
Mstep: Class 18 contains 6125 members 
Mstep: Class 19 contains 70756 members 
Mstep: Class 20 contains 19991 members 
Mstep: Class 21 contains 14307 members 
Mstep: Class 22 contains 2223 members 
Mstep: Class 23 contains 27829 members 
Mstep: Class 24 contains 1599 members 
Mstep: Class 25 contains 7377 members 
Mstep: Class 26 contains 885 members 
Mstep: Class 27 contains 13210 members 
Mstep: Class 28 contains 1215 members 
Mstep: Class 29 contains 11104 members 
Mstep: Class 30 contains 92663 members 
Mstep: Class 31 contains 3339 members 
Mstep: Class 32 contains 1622 members 
Mstep: Class 33 contains 996 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 473 members 
Mstep: Class 36 contains 91652 members 
Mstep: Class 37 contains 3316 members 
Mstep: Class 38 contains 2863 members 
Mstep: Class 39 contains 1905 members 
Mstep: Class 40 contains 3083 members 
Mstep: Class 41 contains 1014 members 
Mstep: Class 42 contains 2729 members 
Mstep: Class 43 contains 1155 members 
Mstep: Class 44 contains 4103 members 
Mstep: Class 45 contains 7828 members 
Mstep: Class 46 contains 1895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84461616.000000 Penalty: 102952.773438
Iteration 124Q: 47 clusters Score -8.446162e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 8392 members 
Mstep: Class 3 contains 63706 members 
Mstep: Class 4 contains 8847 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 1607 members 
Mstep: Class 7 contains 52328 members 
Mstep: Class 8 contains 1898 members 
Mstep: Class 9 contains 124618 members 
Mstep: Class 10 contains 9745 members 
Mstep: Class 11 contains 9687 members 
Mstep: Class 12 contains 60475 members 
Mstep: Class 13 contains 17535 members 
Mstep: Class 14 contains 28863 members 
Mstep: Class 15 contains 60875 members 
Mstep: Class 16 contains 62459 members 
Mstep: Class 17 contains 41480 members 
Mstep: Class 18 contains 6101 members 
Mstep: Class 19 contains 70757 members 
Mstep: Class 20 contains 19935 members 
Mstep: Class 21 contains 14311 members 
Mstep: Class 22 contains 2304 members 
Mstep: Class 23 contains 27822 members 
Mstep: Class 24 contains 1596 members 
Mstep: Class 25 contains 7371 members 
Mstep: Class 26 contains 884 members 
Mstep: Class 27 contains 13213 members 
Mstep: Class 28 contains 1220 members 
Mstep: Class 29 contains 11104 members 
Mstep: Class 30 contains 92299 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 1607 members 
Mstep: Class 33 contains 997 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 471 members 
Mstep: Class 36 contains 91492 members 
Mstep: Class 37 contains 3343 members 
Mstep: Class 38 contains 2863 members 
Mstep: Class 39 contains 1896 members 
Mstep: Class 40 contains 3084 members 
Mstep: Class 41 contains 1003 members 
Mstep: Class 42 contains 2732 members 
Mstep: Class 43 contains 1158 members 
Mstep: Class 44 contains 4108 members 
Mstep: Class 45 contains 7838 members 
Mstep: Class 46 contains 1914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84461992.000000 Penalty: 102952.773438
Iteration 125Q: 47 clusters Score -8.446199e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8395 members 
Mstep: Class 3 contains 63684 members 
Mstep: Class 4 contains 8845 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 1606 members 
Mstep: Class 7 contains 52327 members 
Mstep: Class 8 contains 1891 members 
Mstep: Class 9 contains 124609 members 
Mstep: Class 10 contains 9790 members 
Mstep: Class 11 contains 9723 members 
Mstep: Class 12 contains 60469 members 
Mstep: Class 13 contains 17858 members 
Mstep: Class 14 contains 28960 members 
Mstep: Class 15 contains 60874 members 
Mstep: Class 16 contains 62562 members 
Mstep: Class 17 contains 41472 members 
Mstep: Class 18 contains 6075 members 
Mstep: Class 19 contains 70747 members 
Mstep: Class 20 contains 19899 members 
Mstep: Class 21 contains 14314 members 
Mstep: Class 22 contains 2377 members 
Mstep: Class 23 contains 27819 members 
Mstep: Class 24 contains 1593 members 
Mstep: Class 25 contains 7364 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 13219 members 
Mstep: Class 28 contains 1218 members 
Mstep: Class 29 contains 11110 members 
Mstep: Class 30 contains 91938 members 
Mstep: Class 31 contains 3307 members 
Mstep: Class 32 contains 1597 members 
Mstep: Class 33 contains 994 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 470 members 
Mstep: Class 36 contains 91300 members 
Mstep: Class 37 contains 3375 members 
Mstep: Class 38 contains 2862 members 
Mstep: Class 39 contains 1896 members 
Mstep: Class 40 contains 3087 members 
Mstep: Class 41 contains 996 members 
Mstep: Class 42 contains 2732 members 
Mstep: Class 43 contains 1159 members 
Mstep: Class 44 contains 4111 members 
Mstep: Class 45 contains 7813 members 
Mstep: Class 46 contains 1934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84462208.000000 Penalty: 102952.773438
Iteration 126Q: 47 clusters Score -8.446221e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8396 members 
Mstep: Class 3 contains 63660 members 
Mstep: Class 4 contains 8842 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 1604 members 
Mstep: Class 7 contains 52329 members 
Mstep: Class 8 contains 1889 members 
Mstep: Class 9 contains 124609 members 
Mstep: Class 10 contains 9828 members 
Mstep: Class 11 contains 9758 members 
Mstep: Class 12 contains 60469 members 
Mstep: Class 13 contains 18153 members 
Mstep: Class 14 contains 29131 members 
Mstep: Class 15 contains 60873 members 
Mstep: Class 16 contains 62671 members 
Mstep: Class 17 contains 41463 members 
Mstep: Class 18 contains 6057 members 
Mstep: Class 19 contains 70753 members 
Mstep: Class 20 contains 19875 members 
Mstep: Class 21 contains 14312 members 
Mstep: Class 22 contains 2451 members 
Mstep: Class 23 contains 27817 members 
Mstep: Class 24 contains 1587 members 
Mstep: Class 25 contains 7352 members 
Mstep: Class 26 contains 881 members 
Mstep: Class 27 contains 13223 members 
Mstep: Class 28 contains 1218 members 
Mstep: Class 29 contains 11106 members 
Mstep: Class 30 contains 91503 members 
Mstep: Class 31 contains 3292 members 
Mstep: Class 32 contains 1588 members 
Mstep: Class 33 contains 989 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 468 members 
Mstep: Class 36 contains 91119 members 
Mstep: Class 37 contains 3397 members 
Mstep: Class 38 contains 2862 members 
Mstep: Class 39 contains 1900 members 
Mstep: Class 40 contains 3092 members 
Mstep: Class 41 contains 997 members 
Mstep: Class 42 contains 2733 members 
Mstep: Class 43 contains 1158 members 
Mstep: Class 44 contains 4118 members 
Mstep: Class 45 contains 7780 members 
Mstep: Class 46 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84462504.000000 Penalty: 102952.773438
Iteration 127Q: 47 clusters Score -8.44625e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 8397 members 
Mstep: Class 3 contains 63639 members 
Mstep: Class 4 contains 8840 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 1600 members 
Mstep: Class 7 contains 52331 members 
Mstep: Class 8 contains 1886 members 
Mstep: Class 9 contains 124618 members 
Mstep: Class 10 contains 9860 members 
Mstep: Class 11 contains 9804 members 
Mstep: Class 12 contains 60472 members 
Mstep: Class 13 contains 18426 members 
Mstep: Class 14 contains 29325 members 
Mstep: Class 15 contains 60873 members 
Mstep: Class 16 contains 62806 members 
Mstep: Class 17 contains 41457 members 
Mstep: Class 18 contains 6041 members 
Mstep: Class 19 contains 70750 members 
Mstep: Class 20 contains 19849 members 
Mstep: Class 21 contains 14309 members 
Mstep: Class 22 contains 2505 members 
Mstep: Class 23 contains 27799 members 
Mstep: Class 24 contains 1587 members 
Mstep: Class 25 contains 7345 members 
Mstep: Class 26 contains 880 members 
Mstep: Class 27 contains 13226 members 
Mstep: Class 28 contains 1218 members 
Mstep: Class 29 contains 11103 members 
Mstep: Class 30 contains 91052 members 
Mstep: Class 31 contains 3274 members 
Mstep: Class 32 contains 1578 members 
Mstep: Class 33 contains 988 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 466 members 
Mstep: Class 36 contains 90944 members 
Mstep: Class 37 contains 3417 members 
Mstep: Class 38 contains 2864 members 
Mstep: Class 39 contains 1894 members 
Mstep: Class 40 contains 3091 members 
Mstep: Class 41 contains 996 members 
Mstep: Class 42 contains 2736 members 
Mstep: Class 43 contains 1160 members 
Mstep: Class 44 contains 4123 members 
Mstep: Class 45 contains 7761 members 
Mstep: Class 46 contains 1953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84462936.000000 Penalty: 102952.773438
Iteration 128Q: 47 clusters Score -8.446294e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 8396 members 
Mstep: Class 3 contains 63630 members 
Mstep: Class 4 contains 8843 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 1598 members 
Mstep: Class 7 contains 52329 members 
Mstep: Class 8 contains 1882 members 
Mstep: Class 9 contains 124624 members 
Mstep: Class 10 contains 9904 members 
Mstep: Class 11 contains 9830 members 
Mstep: Class 12 contains 60478 members 
Mstep: Class 13 contains 18722 members 
Mstep: Class 14 contains 29492 members 
Mstep: Class 15 contains 60866 members 
Mstep: Class 16 contains 62956 members 
Mstep: Class 17 contains 41446 members 
Mstep: Class 18 contains 6020 members 
Mstep: Class 19 contains 70747 members 
Mstep: Class 20 contains 19828 members 
Mstep: Class 21 contains 14306 members 
Mstep: Class 22 contains 2539 members 
Mstep: Class 23 contains 27805 members 
Mstep: Class 24 contains 1588 members 
Mstep: Class 25 contains 7337 members 
Mstep: Class 26 contains 880 members 
Mstep: Class 27 contains 13220 members 
Mstep: Class 28 contains 1218 members 
Mstep: Class 29 contains 11101 members 
Mstep: Class 30 contains 90616 members 
Mstep: Class 31 contains 3256 members 
Mstep: Class 32 contains 1566 members 
Mstep: Class 33 contains 983 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 90749 members 
Mstep: Class 37 contains 3438 members 
Mstep: Class 38 contains 2864 members 
Mstep: Class 39 contains 1889 members 
Mstep: Class 40 contains 3090 members 
Mstep: Class 41 contains 996 members 
Mstep: Class 42 contains 2736 members 
Mstep: Class 43 contains 1164 members 
Mstep: Class 44 contains 4132 members 
Mstep: Class 45 contains 7746 members 
Mstep: Class 46 contains 1957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463120.000000 Penalty: 102952.773438
Iteration 129Q: 47 clusters Score -8.446312e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 8398 members 
Mstep: Class 3 contains 63621 members 
Mstep: Class 4 contains 8844 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 1598 members 
Mstep: Class 7 contains 52326 members 
Mstep: Class 8 contains 1879 members 
Mstep: Class 9 contains 124630 members 
Mstep: Class 10 contains 9960 members 
Mstep: Class 11 contains 9863 members 
Mstep: Class 12 contains 60473 members 
Mstep: Class 13 contains 19012 members 
Mstep: Class 14 contains 29699 members 
Mstep: Class 15 contains 60862 members 
Mstep: Class 16 contains 63108 members 
Mstep: Class 17 contains 41436 members 
Mstep: Class 18 contains 6008 members 
Mstep: Class 19 contains 70737 members 
Mstep: Class 20 contains 19809 members 
Mstep: Class 21 contains 14306 members 
Mstep: Class 22 contains 2564 members 
Mstep: Class 23 contains 27805 members 
Mstep: Class 24 contains 1589 members 
Mstep: Class 25 contains 7331 members 
Mstep: Class 26 contains 880 members 
Mstep: Class 27 contains 13214 members 
Mstep: Class 28 contains 1219 members 
Mstep: Class 29 contains 11101 members 
Mstep: Class 30 contains 90147 members 
Mstep: Class 31 contains 3237 members 
Mstep: Class 32 contains 1563 members 
Mstep: Class 33 contains 980 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 90544 members 
Mstep: Class 37 contains 3452 members 
Mstep: Class 38 contains 2865 members 
Mstep: Class 39 contains 1889 members 
Mstep: Class 40 contains 3085 members 
Mstep: Class 41 contains 997 members 
Mstep: Class 42 contains 2736 members 
Mstep: Class 43 contains 1167 members 
Mstep: Class 44 contains 4140 members 
Mstep: Class 45 contains 7727 members 
Mstep: Class 46 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463400.000000 Penalty: 102952.773438
Iteration 130Q: 47 clusters Score -8.44634e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 8399 members 
Mstep: Class 3 contains 63604 members 
Mstep: Class 4 contains 8842 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 1595 members 
Mstep: Class 7 contains 52326 members 
Mstep: Class 8 contains 1877 members 
Mstep: Class 9 contains 124634 members 
Mstep: Class 10 contains 9998 members 
Mstep: Class 11 contains 9880 members 
Mstep: Class 12 contains 60472 members 
Mstep: Class 13 contains 19303 members 
Mstep: Class 14 contains 29960 members 
Mstep: Class 15 contains 60864 members 
Mstep: Class 16 contains 63272 members 
Mstep: Class 17 contains 41429 members 
Mstep: Class 18 contains 5998 members 
Mstep: Class 19 contains 70744 members 
Mstep: Class 20 contains 19794 members 
Mstep: Class 21 contains 14305 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 27805 members 
Mstep: Class 24 contains 1586 members 
Mstep: Class 25 contains 7326 members 
Mstep: Class 26 contains 880 members 
Mstep: Class 27 contains 13214 members 
Mstep: Class 28 contains 1218 members 
Mstep: Class 29 contains 11109 members 
Mstep: Class 30 contains 89587 members 
Mstep: Class 31 contains 3227 members 
Mstep: Class 32 contains 1554 members 
Mstep: Class 33 contains 982 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 90354 members 
Mstep: Class 37 contains 3469 members 
Mstep: Class 38 contains 2869 members 
Mstep: Class 39 contains 1890 members 
Mstep: Class 40 contains 3087 members 
Mstep: Class 41 contains 995 members 
Mstep: Class 42 contains 2737 members 
Mstep: Class 43 contains 1167 members 
Mstep: Class 44 contains 4148 members 
Mstep: Class 45 contains 7711 members 
Mstep: Class 46 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463800.000000 Penalty: 102952.773438
Iteration 131Q: 47 clusters Score -8.44638e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 8402 members 
Mstep: Class 3 contains 63586 members 
Mstep: Class 4 contains 8841 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 1594 members 
Mstep: Class 7 contains 52325 members 
Mstep: Class 8 contains 1875 members 
Mstep: Class 9 contains 124638 members 
Mstep: Class 10 contains 10033 members 
Mstep: Class 11 contains 9903 members 
Mstep: Class 12 contains 60471 members 
Mstep: Class 13 contains 19562 members 
Mstep: Class 14 contains 30270 members 
Mstep: Class 15 contains 60870 members 
Mstep: Class 16 contains 63431 members 
Mstep: Class 17 contains 41423 members 
Mstep: Class 18 contains 5986 members 
Mstep: Class 19 contains 70747 members 
Mstep: Class 20 contains 19781 members 
Mstep: Class 21 contains 14301 members 
Mstep: Class 22 contains 2592 members 
Mstep: Class 23 contains 27790 members 
Mstep: Class 24 contains 1584 members 
Mstep: Class 25 contains 7322 members 
Mstep: Class 26 contains 879 members 
Mstep: Class 27 contains 13212 members 
Mstep: Class 28 contains 1219 members 
Mstep: Class 29 contains 11109 members 
Mstep: Class 30 contains 89038 members 
Mstep: Class 31 contains 3212 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 984 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 463 members 
Mstep: Class 36 contains 90184 members 
Mstep: Class 37 contains 3478 members 
Mstep: Class 38 contains 2871 members 
Mstep: Class 39 contains 1890 members 
Mstep: Class 40 contains 3087 members 
Mstep: Class 41 contains 994 members 
Mstep: Class 42 contains 2737 members 
Mstep: Class 43 contains 1167 members 
Mstep: Class 44 contains 4154 members 
Mstep: Class 45 contains 7700 members 
Mstep: Class 46 contains 1961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463880.000000 Penalty: 102952.773438
Iteration 132Q: 47 clusters Score -8.446388e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 8403 members 
Mstep: Class 3 contains 63583 members 
Mstep: Class 4 contains 8841 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 1594 members 
Mstep: Class 7 contains 52326 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 124623 members 
Mstep: Class 10 contains 10077 members 
Mstep: Class 11 contains 9913 members 
Mstep: Class 12 contains 60472 members 
Mstep: Class 13 contains 19831 members 
Mstep: Class 14 contains 30586 members 
Mstep: Class 15 contains 60864 members 
Mstep: Class 16 contains 63614 members 
Mstep: Class 17 contains 41408 members 
Mstep: Class 18 contains 5982 members 
Mstep: Class 19 contains 70744 members 
Mstep: Class 20 contains 19766 members 
Mstep: Class 21 contains 14302 members 
Mstep: Class 22 contains 2615 members 
Mstep: Class 23 contains 27783 members 
Mstep: Class 24 contains 1574 members 
Mstep: Class 25 contains 7317 members 
Mstep: Class 26 contains 878 members 
Mstep: Class 27 contains 13208 members 
Mstep: Class 28 contains 1222 members 
Mstep: Class 29 contains 11102 members 
Mstep: Class 30 contains 88441 members 
Mstep: Class 31 contains 3202 members 
Mstep: Class 32 contains 1546 members 
Mstep: Class 33 contains 983 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 463 members 
Mstep: Class 36 contains 90039 members 
Mstep: Class 37 contains 3487 members 
Mstep: Class 38 contains 2872 members 
Mstep: Class 39 contains 1901 members 
Mstep: Class 40 contains 3084 members 
Mstep: Class 41 contains 993 members 
Mstep: Class 42 contains 2736 members 
Mstep: Class 43 contains 1168 members 
Mstep: Class 44 contains 4161 members 
Mstep: Class 45 contains 7674 members 
Mstep: Class 46 contains 1963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463984.000000 Penalty: 102952.773438
Iteration 133Q: 47 clusters Score -8.446398e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 8406 members 
Mstep: Class 3 contains 63576 members 
Mstep: Class 4 contains 8843 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 1595 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 124608 members 
Mstep: Class 10 contains 10114 members 
Mstep: Class 11 contains 9925 members 
Mstep: Class 12 contains 60476 members 
Mstep: Class 13 contains 20071 members 
Mstep: Class 14 contains 30881 members 
Mstep: Class 15 contains 60862 members 
Mstep: Class 16 contains 63817 members 
Mstep: Class 17 contains 41402 members 
Mstep: Class 18 contains 5975 members 
Mstep: Class 19 contains 70754 members 
Mstep: Class 20 contains 19752 members 
Mstep: Class 21 contains 14301 members 
Mstep: Class 22 contains 2632 members 
Mstep: Class 23 contains 27765 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 7315 members 
Mstep: Class 26 contains 878 members 
Mstep: Class 27 contains 13207 members 
Mstep: Class 28 contains 1223 members 
Mstep: Class 29 contains 11103 members 
Mstep: Class 30 contains 87850 members 
Mstep: Class 31 contains 3198 members 
Mstep: Class 32 contains 1545 members 
Mstep: Class 33 contains 988 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 463 members 
Mstep: Class 36 contains 89888 members 
Mstep: Class 37 contains 3495 members 
Mstep: Class 38 contains 2877 members 
Mstep: Class 39 contains 1911 members 
Mstep: Class 40 contains 3081 members 
Mstep: Class 41 contains 994 members 
Mstep: Class 42 contains 2734 members 
Mstep: Class 43 contains 1169 members 
Mstep: Class 44 contains 4167 members 
Mstep: Class 45 contains 7656 members 
Mstep: Class 46 contains 1961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464280.000000 Penalty: 102952.773438
Iteration 134Q: 47 clusters Score -8.446428e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 8407 members 
Mstep: Class 3 contains 63572 members 
Mstep: Class 4 contains 8837 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 1595 members 
Mstep: Class 7 contains 52324 members 
Mstep: Class 8 contains 1860 members 
Mstep: Class 9 contains 124593 members 
Mstep: Class 10 contains 10163 members 
Mstep: Class 11 contains 9938 members 
Mstep: Class 12 contains 60480 members 
Mstep: Class 13 contains 20311 members 
Mstep: Class 14 contains 31210 members 
Mstep: Class 15 contains 60856 members 
Mstep: Class 16 contains 64020 members 
Mstep: Class 17 contains 41399 members 
Mstep: Class 18 contains 5959 members 
Mstep: Class 19 contains 70737 members 
Mstep: Class 20 contains 19741 members 
Mstep: Class 21 contains 14298 members 
Mstep: Class 22 contains 2651 members 
Mstep: Class 23 contains 27750 members 
Mstep: Class 24 contains 1549 members 
Mstep: Class 25 contains 7311 members 
Mstep: Class 26 contains 880 members 
Mstep: Class 27 contains 13211 members 
Mstep: Class 28 contains 1223 members 
Mstep: Class 29 contains 11099 members 
Mstep: Class 30 contains 87250 members 
Mstep: Class 31 contains 3194 members 
Mstep: Class 32 contains 1543 members 
Mstep: Class 33 contains 988 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 463 members 
Mstep: Class 36 contains 89744 members 
Mstep: Class 37 contains 3498 members 
Mstep: Class 38 contains 2881 members 
Mstep: Class 39 contains 1925 members 
Mstep: Class 40 contains 3078 members 
Mstep: Class 41 contains 994 members 
Mstep: Class 42 contains 2734 members 
Mstep: Class 43 contains 1170 members 
Mstep: Class 44 contains 4176 members 
Mstep: Class 45 contains 7630 members 
Mstep: Class 46 contains 1963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464432.000000 Penalty: 102952.773438
Iteration 135Q: 47 clusters Score -8.446443e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 8409 members 
Mstep: Class 3 contains 63574 members 
Mstep: Class 4 contains 8834 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 1595 members 
Mstep: Class 7 contains 52324 members 
Mstep: Class 8 contains 1854 members 
Mstep: Class 9 contains 124576 members 
Mstep: Class 10 contains 10207 members 
Mstep: Class 11 contains 9942 members 
Mstep: Class 12 contains 60482 members 
Mstep: Class 13 contains 20574 members 
Mstep: Class 14 contains 31539 members 
Mstep: Class 15 contains 60855 members 
Mstep: Class 16 contains 64203 members 
Mstep: Class 17 contains 41388 members 
Mstep: Class 18 contains 5942 members 
Mstep: Class 19 contains 70730 members 
Mstep: Class 20 contains 19730 members 
Mstep: Class 21 contains 14299 members 
Mstep: Class 22 contains 2677 members 
Mstep: Class 23 contains 27740 members 
Mstep: Class 24 contains 1541 members 
Mstep: Class 25 contains 7306 members 
Mstep: Class 26 contains 882 members 
Mstep: Class 27 contains 13216 members 
Mstep: Class 28 contains 1221 members 
Mstep: Class 29 contains 11095 members 
Mstep: Class 30 contains 86650 members 
Mstep: Class 31 contains 3193 members 
Mstep: Class 32 contains 1537 members 
Mstep: Class 33 contains 989 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 463 members 
Mstep: Class 36 contains 89586 members 
Mstep: Class 37 contains 3506 members 
Mstep: Class 38 contains 2884 members 
Mstep: Class 39 contains 1931 members 
Mstep: Class 40 contains 3072 members 
Mstep: Class 41 contains 994 members 
Mstep: Class 42 contains 2734 members 
Mstep: Class 43 contains 1172 members 
Mstep: Class 44 contains 4183 members 
Mstep: Class 45 contains 7610 members 
Mstep: Class 46 contains 1965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464720.000000 Penalty: 102952.773438
Iteration 136Q: 47 clusters Score -8.446472e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 8407 members 
Mstep: Class 3 contains 63581 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 1594 members 
Mstep: Class 7 contains 52325 members 
Mstep: Class 8 contains 1850 members 
Mstep: Class 9 contains 124558 members 
Mstep: Class 10 contains 10246 members 
Mstep: Class 11 contains 9947 members 
Mstep: Class 12 contains 60485 members 
Mstep: Class 13 contains 20848 members 
Mstep: Class 14 contains 31865 members 
Mstep: Class 15 contains 60849 members 
Mstep: Class 16 contains 64389 members 
Mstep: Class 17 contains 41380 members 
Mstep: Class 18 contains 5928 members 
Mstep: Class 19 contains 70719 members 
Mstep: Class 20 contains 19714 members 
Mstep: Class 21 contains 14301 members 
Mstep: Class 22 contains 2703 members 
Mstep: Class 23 contains 27738 members 
Mstep: Class 24 contains 1536 members 
Mstep: Class 25 contains 7303 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 13214 members 
Mstep: Class 28 contains 1219 members 
Mstep: Class 29 contains 11088 members 
Mstep: Class 30 contains 86071 members 
Mstep: Class 31 contains 3191 members 
Mstep: Class 32 contains 1533 members 
Mstep: Class 33 contains 984 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 463 members 
Mstep: Class 36 contains 89412 members 
Mstep: Class 37 contains 3514 members 
Mstep: Class 38 contains 2886 members 
Mstep: Class 39 contains 1934 members 
Mstep: Class 40 contains 3063 members 
Mstep: Class 41 contains 995 members 
Mstep: Class 42 contains 2734 members 
Mstep: Class 43 contains 1175 members 
Mstep: Class 44 contains 4189 members 
Mstep: Class 45 contains 7586 members 
Mstep: Class 46 contains 1966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464992.000000 Penalty: 102952.773438
Iteration 137Q: 47 clusters Score -8.446499e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 8407 members 
Mstep: Class 3 contains 63575 members 
Mstep: Class 4 contains 8831 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 1593 members 
Mstep: Class 7 contains 52325 members 
Mstep: Class 8 contains 1849 members 
Mstep: Class 9 contains 124540 members 
Mstep: Class 10 contains 10287 members 
Mstep: Class 11 contains 9946 members 
Mstep: Class 12 contains 60487 members 
Mstep: Class 13 contains 21099 members 
Mstep: Class 14 contains 32236 members 
Mstep: Class 15 contains 60847 members 
Mstep: Class 16 contains 64580 members 
Mstep: Class 17 contains 41366 members 
Mstep: Class 18 contains 5916 members 
Mstep: Class 19 contains 70712 members 
Mstep: Class 20 contains 19705 members 
Mstep: Class 21 contains 14302 members 
Mstep: Class 22 contains 2724 members 
Mstep: Class 23 contains 27728 members 
Mstep: Class 24 contains 1535 members 
Mstep: Class 25 contains 7299 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 13220 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 11073 members 
Mstep: Class 30 contains 85437 members 
Mstep: Class 31 contains 3191 members 
Mstep: Class 32 contains 1531 members 
Mstep: Class 33 contains 981 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 463 members 
Mstep: Class 36 contains 89263 members 
Mstep: Class 37 contains 3521 members 
Mstep: Class 38 contains 2888 members 
Mstep: Class 39 contains 1931 members 
Mstep: Class 40 contains 3058 members 
Mstep: Class 41 contains 995 members 
Mstep: Class 42 contains 2735 members 
Mstep: Class 43 contains 1179 members 
Mstep: Class 44 contains 4197 members 
Mstep: Class 45 contains 7574 members 
Mstep: Class 46 contains 1968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465368.000000 Penalty: 102952.773438
Iteration 138Q: 47 clusters Score -8.446537e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 8410 members 
Mstep: Class 3 contains 63573 members 
Mstep: Class 4 contains 8827 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 1591 members 
Mstep: Class 7 contains 52326 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 124527 members 
Mstep: Class 10 contains 10312 members 
Mstep: Class 11 contains 9944 members 
Mstep: Class 12 contains 60485 members 
Mstep: Class 13 contains 21348 members 
Mstep: Class 14 contains 32616 members 
Mstep: Class 15 contains 60845 members 
Mstep: Class 16 contains 64767 members 
Mstep: Class 17 contains 41360 members 
Mstep: Class 18 contains 5911 members 
Mstep: Class 19 contains 70706 members 
Mstep: Class 20 contains 19701 members 
Mstep: Class 21 contains 14304 members 
Mstep: Class 22 contains 2745 members 
Mstep: Class 23 contains 27714 members 
Mstep: Class 24 contains 1538 members 
Mstep: Class 25 contains 7294 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 13226 members 
Mstep: Class 28 contains 1213 members 
Mstep: Class 29 contains 11061 members 
Mstep: Class 30 contains 84793 members 
Mstep: Class 31 contains 3190 members 
Mstep: Class 32 contains 1531 members 
Mstep: Class 33 contains 978 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 463 members 
Mstep: Class 36 contains 89113 members 
Mstep: Class 37 contains 3528 members 
Mstep: Class 38 contains 2891 members 
Mstep: Class 39 contains 1928 members 
Mstep: Class 40 contains 3055 members 
Mstep: Class 41 contains 995 members 
Mstep: Class 42 contains 2734 members 
Mstep: Class 43 contains 1184 members 
Mstep: Class 44 contains 4202 members 
Mstep: Class 45 contains 7561 members 
Mstep: Class 46 contains 1971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465424.000000 Penalty: 102952.773438
Iteration 139Q: 47 clusters Score -8.446542e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 8408 members 
Mstep: Class 3 contains 63578 members 
Mstep: Class 4 contains 8827 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 1591 members 
Mstep: Class 7 contains 52327 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 124522 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 9949 members 
Mstep: Class 12 contains 60484 members 
Mstep: Class 13 contains 21597 members 
Mstep: Class 14 contains 33004 members 
Mstep: Class 15 contains 60842 members 
Mstep: Class 16 contains 64941 members 
Mstep: Class 17 contains 41350 members 
Mstep: Class 18 contains 5910 members 
Mstep: Class 19 contains 70695 members 
Mstep: Class 20 contains 19700 members 
Mstep: Class 21 contains 14303 members 
Mstep: Class 22 contains 2757 members 
Mstep: Class 23 contains 27704 members 
Mstep: Class 24 contains 1540 members 
Mstep: Class 25 contains 7288 members 
Mstep: Class 26 contains 882 members 
Mstep: Class 27 contains 13221 members 
Mstep: Class 28 contains 1212 members 
Mstep: Class 29 contains 11047 members 
Mstep: Class 30 contains 84160 members 
Mstep: Class 31 contains 3189 members 
Mstep: Class 32 contains 1532 members 
Mstep: Class 33 contains 965 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 463 members 
Mstep: Class 36 contains 88953 members 
Mstep: Class 37 contains 3536 members 
Mstep: Class 38 contains 2893 members 
Mstep: Class 39 contains 1929 members 
Mstep: Class 40 contains 3049 members 
Mstep: Class 41 contains 995 members 
Mstep: Class 42 contains 2730 members 
Mstep: Class 43 contains 1197 members 
Mstep: Class 44 contains 4203 members 
Mstep: Class 45 contains 7554 members 
Mstep: Class 46 contains 1971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465784.000000 Penalty: 102952.773438
Iteration 140F: 47 clusters Score -8.446578e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 8409 members 
Mstep: Class 3 contains 63574 members 
Mstep: Class 4 contains 8829 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 52325 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 124503 members 
Mstep: Class 10 contains 10382 members 
Mstep: Class 11 contains 9952 members 
Mstep: Class 12 contains 60482 members 
Mstep: Class 13 contains 21857 members 
Mstep: Class 14 contains 33344 members 
Mstep: Class 15 contains 60836 members 
Mstep: Class 16 contains 65114 members 
Mstep: Class 17 contains 41340 members 
Mstep: Class 18 contains 5909 members 
Mstep: Class 19 contains 70693 members 
Mstep: Class 20 contains 19685 members 
Mstep: Class 21 contains 14302 members 
Mstep: Class 22 contains 2771 members 
Mstep: Class 23 contains 27700 members 
Mstep: Class 24 contains 1535 members 
Mstep: Class 25 contains 7282 members 
Mstep: Class 26 contains 881 members 
Mstep: Class 27 contains 13216 members 
Mstep: Class 28 contains 1212 members 
Mstep: Class 29 contains 11033 members 
Mstep: Class 30 contains 83597 members 
Mstep: Class 31 contains 3188 members 
Mstep: Class 32 contains 1530 members 
Mstep: Class 33 contains 937 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 463 members 
Mstep: Class 36 contains 88781 members 
Mstep: Class 37 contains 3542 members 
Mstep: Class 38 contains 2893 members 
Mstep: Class 39 contains 1917 members 
Mstep: Class 40 contains 3044 members 
Mstep: Class 41 contains 1007 members 
Mstep: Class 42 contains 2730 members 
Mstep: Class 43 contains 1225 members 
Mstep: Class 44 contains 4205 members 
Mstep: Class 45 contains 7543 members 
Mstep: Class 46 contains 1979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84466064.000000 Penalty: 102952.773438
Iteration 141Q: 47 clusters Score -8.446606e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 8410 members 
Mstep: Class 3 contains 63572 members 
Mstep: Class 4 contains 8828 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 52325 members 
Mstep: Class 8 contains 1845 members 
Mstep: Class 9 contains 124474 members 
Mstep: Class 10 contains 10407 members 
Mstep: Class 11 contains 9962 members 
Mstep: Class 12 contains 60475 members 
Mstep: Class 13 contains 22149 members 
Mstep: Class 14 contains 33699 members 
Mstep: Class 15 contains 60832 members 
Mstep: Class 16 contains 65287 members 
Mstep: Class 17 contains 41332 members 
Mstep: Class 18 contains 5903 members 
Mstep: Class 19 contains 70681 members 
Mstep: Class 20 contains 19678 members 
Mstep: Class 21 contains 14302 members 
Mstep: Class 22 contains 2778 members 
Mstep: Class 23 contains 27680 members 
Mstep: Class 24 contains 1531 members 
Mstep: Class 25 contains 7268 members 
Mstep: Class 26 contains 881 members 
Mstep: Class 27 contains 13215 members 
Mstep: Class 28 contains 1213 members 
Mstep: Class 29 contains 11030 members 
Mstep: Class 30 contains 83018 members 
Mstep: Class 31 contains 3187 members 
Mstep: Class 32 contains 1530 members 
Mstep: Class 33 contains 904 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 463 members 
Mstep: Class 36 contains 88631 members 
Mstep: Class 37 contains 3544 members 
Mstep: Class 38 contains 2893 members 
Mstep: Class 39 contains 1905 members 
Mstep: Class 40 contains 3042 members 
Mstep: Class 41 contains 1013 members 
Mstep: Class 42 contains 2729 members 
Mstep: Class 43 contains 1257 members 
Mstep: Class 44 contains 4206 members 
Mstep: Class 45 contains 7521 members 
Mstep: Class 46 contains 1995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84466208.000000 Penalty: 102952.773438
Iteration 142Q: 47 clusters Score -8.446621e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63572 members 
Mstep: Class 4 contains 8828 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 52324 members 
Mstep: Class 8 contains 1844 members 
Mstep: Class 9 contains 124453 members 
Mstep: Class 10 contains 10439 members 
Mstep: Class 11 contains 9965 members 
Mstep: Class 12 contains 60473 members 
Mstep: Class 13 contains 22436 members 
Mstep: Class 14 contains 34068 members 
Mstep: Class 15 contains 60826 members 
Mstep: Class 16 contains 65464 members 
Mstep: Class 17 contains 41328 members 
Mstep: Class 18 contains 5899 members 
Mstep: Class 19 contains 70675 members 
Mstep: Class 20 contains 19668 members 
Mstep: Class 21 contains 14301 members 
Mstep: Class 22 contains 2785 members 
Mstep: Class 23 contains 27671 members 
Mstep: Class 24 contains 1533 members 
Mstep: Class 25 contains 7260 members 
Mstep: Class 26 contains 881 members 
Mstep: Class 27 contains 13211 members 
Mstep: Class 28 contains 1215 members 
Mstep: Class 29 contains 11019 members 
Mstep: Class 30 contains 82368 members 
Mstep: Class 31 contains 3186 members 
Mstep: Class 32 contains 1528 members 
Mstep: Class 33 contains 882 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 88497 members 
Mstep: Class 37 contains 3553 members 
Mstep: Class 38 contains 2893 members 
Mstep: Class 39 contains 1894 members 
Mstep: Class 40 contains 3042 members 
Mstep: Class 41 contains 1013 members 
Mstep: Class 42 contains 2729 members 
Mstep: Class 43 contains 1288 members 
Mstep: Class 44 contains 4207 members 
Mstep: Class 45 contains 7498 members 
Mstep: Class 46 contains 2007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84466392.000000 Penalty: 102952.773438
Iteration 143Q: 47 clusters Score -8.446639e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63582 members 
Mstep: Class 4 contains 8828 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 1584 members 
Mstep: Class 7 contains 52324 members 
Mstep: Class 8 contains 1844 members 
Mstep: Class 9 contains 124433 members 
Mstep: Class 10 contains 10458 members 
Mstep: Class 11 contains 9962 members 
Mstep: Class 12 contains 60466 members 
Mstep: Class 13 contains 22712 members 
Mstep: Class 14 contains 34424 members 
Mstep: Class 15 contains 60819 members 
Mstep: Class 16 contains 65646 members 
Mstep: Class 17 contains 41317 members 
Mstep: Class 18 contains 5889 members 
Mstep: Class 19 contains 70666 members 
Mstep: Class 20 contains 19655 members 
Mstep: Class 21 contains 14303 members 
Mstep: Class 22 contains 2794 members 
Mstep: Class 23 contains 27677 members 
Mstep: Class 24 contains 1530 members 
Mstep: Class 25 contains 7263 members 
Mstep: Class 26 contains 881 members 
Mstep: Class 27 contains 13208 members 
Mstep: Class 28 contains 1215 members 
Mstep: Class 29 contains 11006 members 
Mstep: Class 30 contains 81721 members 
Mstep: Class 31 contains 3186 members 
Mstep: Class 32 contains 1531 members 
Mstep: Class 33 contains 852 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 460 members 
Mstep: Class 36 contains 88371 members 
Mstep: Class 37 contains 3556 members 
Mstep: Class 38 contains 2890 members 
Mstep: Class 39 contains 1892 members 
Mstep: Class 40 contains 3041 members 
Mstep: Class 41 contains 1015 members 
Mstep: Class 42 contains 2727 members 
Mstep: Class 43 contains 1327 members 
Mstep: Class 44 contains 4209 members 
Mstep: Class 45 contains 7482 members 
Mstep: Class 46 contains 2022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84466560.000000 Penalty: 102952.773438
Iteration 144Q: 47 clusters Score -8.446656e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63581 members 
Mstep: Class 4 contains 8830 members 
Mstep: Class 5 contains 1755 members 
Mstep: Class 6 contains 1586 members 
Mstep: Class 7 contains 52324 members 
Mstep: Class 8 contains 1842 members 
Mstep: Class 9 contains 124408 members 
Mstep: Class 10 contains 10458 members 
Mstep: Class 11 contains 9970 members 
Mstep: Class 12 contains 60464 members 
Mstep: Class 13 contains 22983 members 
Mstep: Class 14 contains 34810 members 
Mstep: Class 15 contains 60822 members 
Mstep: Class 16 contains 65829 members 
Mstep: Class 17 contains 41315 members 
Mstep: Class 18 contains 5886 members 
Mstep: Class 19 contains 70635 members 
Mstep: Class 20 contains 19646 members 
Mstep: Class 21 contains 14305 members 
Mstep: Class 22 contains 2804 members 
Mstep: Class 23 contains 27681 members 
Mstep: Class 24 contains 1525 members 
Mstep: Class 25 contains 7262 members 
Mstep: Class 26 contains 881 members 
Mstep: Class 27 contains 13206 members 
Mstep: Class 28 contains 1216 members 
Mstep: Class 29 contains 11000 members 
Mstep: Class 30 contains 81045 members 
Mstep: Class 31 contains 3185 members 
Mstep: Class 32 contains 1532 members 
Mstep: Class 33 contains 826 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 456 members 
Mstep: Class 36 contains 88252 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 2886 members 
Mstep: Class 39 contains 1890 members 
Mstep: Class 40 contains 3041 members 
Mstep: Class 41 contains 1015 members 
Mstep: Class 42 contains 2728 members 
Mstep: Class 43 contains 1363 members 
Mstep: Class 44 contains 4209 members 
Mstep: Class 45 contains 7475 members 
Mstep: Class 46 contains 2036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84466712.000000 Penalty: 102952.773438
Iteration 145Q: 47 clusters Score -8.446671e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63594 members 
Mstep: Class 4 contains 8831 members 
Mstep: Class 5 contains 1755 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1842 members 
Mstep: Class 9 contains 124401 members 
Mstep: Class 10 contains 10447 members 
Mstep: Class 11 contains 9976 members 
Mstep: Class 12 contains 60456 members 
Mstep: Class 13 contains 23250 members 
Mstep: Class 14 contains 35168 members 
Mstep: Class 15 contains 60813 members 
Mstep: Class 16 contains 66023 members 
Mstep: Class 17 contains 41314 members 
Mstep: Class 18 contains 5884 members 
Mstep: Class 19 contains 70600 members 
Mstep: Class 20 contains 19641 members 
Mstep: Class 21 contains 14308 members 
Mstep: Class 22 contains 2812 members 
Mstep: Class 23 contains 27681 members 
Mstep: Class 24 contains 1525 members 
Mstep: Class 25 contains 7261 members 
Mstep: Class 26 contains 881 members 
Mstep: Class 27 contains 13196 members 
Mstep: Class 28 contains 1216 members 
Mstep: Class 29 contains 10997 members 
Mstep: Class 30 contains 80408 members 
Mstep: Class 31 contains 3185 members 
Mstep: Class 32 contains 1528 members 
Mstep: Class 33 contains 804 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 454 members 
Mstep: Class 36 contains 88142 members 
Mstep: Class 37 contains 3563 members 
Mstep: Class 38 contains 2886 members 
Mstep: Class 39 contains 1881 members 
Mstep: Class 40 contains 3039 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2729 members 
Mstep: Class 43 contains 1386 members 
Mstep: Class 44 contains 4210 members 
Mstep: Class 45 contains 7455 members 
Mstep: Class 46 contains 2056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84466720.000000 Penalty: 102952.773438
Iteration 146Q: 47 clusters Score -8.446672e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63604 members 
Mstep: Class 4 contains 8831 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1581 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 124372 members 
Mstep: Class 10 contains 10436 members 
Mstep: Class 11 contains 9985 members 
Mstep: Class 12 contains 60452 members 
Mstep: Class 13 contains 23518 members 
Mstep: Class 14 contains 35493 members 
Mstep: Class 15 contains 60800 members 
Mstep: Class 16 contains 66235 members 
Mstep: Class 17 contains 41312 members 
Mstep: Class 18 contains 5891 members 
Mstep: Class 19 contains 70577 members 
Mstep: Class 20 contains 19631 members 
Mstep: Class 21 contains 14308 members 
Mstep: Class 22 contains 2821 members 
Mstep: Class 23 contains 27678 members 
Mstep: Class 24 contains 1525 members 
Mstep: Class 25 contains 7262 members 
Mstep: Class 26 contains 881 members 
Mstep: Class 27 contains 13191 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10998 members 
Mstep: Class 30 contains 79788 members 
Mstep: Class 31 contains 3185 members 
Mstep: Class 32 contains 1528 members 
Mstep: Class 33 contains 790 members 
Mstep: Class 34 contains 374 members 
Mstep: Class 35 contains 455 members 
Mstep: Class 36 contains 88029 members 
Mstep: Class 37 contains 3565 members 
Mstep: Class 38 contains 2884 members 
Mstep: Class 39 contains 1875 members 
Mstep: Class 40 contains 3038 members 
Mstep: Class 41 contains 1014 members 
Mstep: Class 42 contains 2730 members 
Mstep: Class 43 contains 1403 members 
Mstep: Class 44 contains 4210 members 
Mstep: Class 45 contains 7436 members 
Mstep: Class 46 contains 2072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84466960.000000 Penalty: 102952.773438
Iteration 147Q: 47 clusters Score -8.446696e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63616 members 
Mstep: Class 4 contains 8831 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 1579 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1837 members 
Mstep: Class 9 contains 124349 members 
Mstep: Class 10 contains 10425 members 
Mstep: Class 11 contains 9987 members 
Mstep: Class 12 contains 60448 members 
Mstep: Class 13 contains 23786 members 
Mstep: Class 14 contains 35816 members 
Mstep: Class 15 contains 60782 members 
Mstep: Class 16 contains 66432 members 
Mstep: Class 17 contains 41313 members 
Mstep: Class 18 contains 5886 members 
Mstep: Class 19 contains 70539 members 
Mstep: Class 20 contains 19621 members 
Mstep: Class 21 contains 14309 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 27674 members 
Mstep: Class 24 contains 1523 members 
Mstep: Class 25 contains 7261 members 
Mstep: Class 26 contains 882 members 
Mstep: Class 27 contains 13186 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10996 members 
Mstep: Class 30 contains 79223 members 
Mstep: Class 31 contains 3185 members 
Mstep: Class 32 contains 1526 members 
Mstep: Class 33 contains 790 members 
Mstep: Class 34 contains 374 members 
Mstep: Class 35 contains 455 members 
Mstep: Class 36 contains 87928 members 
Mstep: Class 37 contains 3565 members 
Mstep: Class 38 contains 2883 members 
Mstep: Class 39 contains 1873 members 
Mstep: Class 40 contains 3038 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2729 members 
Mstep: Class 43 contains 1414 members 
Mstep: Class 44 contains 4210 members 
Mstep: Class 45 contains 7402 members 
Mstep: Class 46 contains 2085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84466896.000000 Penalty: 102952.773438
Iteration 148Q: 47 clusters Score -8.44669e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63623 members 
Mstep: Class 4 contains 8831 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1579 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1835 members 
Mstep: Class 9 contains 124344 members 
Mstep: Class 10 contains 10415 members 
Mstep: Class 11 contains 9993 members 
Mstep: Class 12 contains 60444 members 
Mstep: Class 13 contains 24025 members 
Mstep: Class 14 contains 36166 members 
Mstep: Class 15 contains 60768 members 
Mstep: Class 16 contains 66595 members 
Mstep: Class 17 contains 41301 members 
Mstep: Class 18 contains 5886 members 
Mstep: Class 19 contains 70509 members 
Mstep: Class 20 contains 19605 members 
Mstep: Class 21 contains 14309 members 
Mstep: Class 22 contains 2828 members 
Mstep: Class 23 contains 27664 members 
Mstep: Class 24 contains 1522 members 
Mstep: Class 25 contains 7253 members 
Mstep: Class 26 contains 881 members 
Mstep: Class 27 contains 13191 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10987 members 
Mstep: Class 30 contains 78678 members 
Mstep: Class 31 contains 3185 members 
Mstep: Class 32 contains 1525 members 
Mstep: Class 33 contains 800 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 455 members 
Mstep: Class 36 contains 87806 members 
Mstep: Class 37 contains 3565 members 
Mstep: Class 38 contains 2882 members 
Mstep: Class 39 contains 1873 members 
Mstep: Class 40 contains 3041 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2727 members 
Mstep: Class 43 contains 1423 members 
Mstep: Class 44 contains 4210 members 
Mstep: Class 45 contains 7385 members 
Mstep: Class 46 contains 2098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467136.000000 Penalty: 102952.773438
Iteration 149Q: 47 clusters Score -8.446714e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63631 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1837 members 
Mstep: Class 9 contains 124331 members 
Mstep: Class 10 contains 10401 members 
Mstep: Class 11 contains 9993 members 
Mstep: Class 12 contains 60446 members 
Mstep: Class 13 contains 24244 members 
Mstep: Class 14 contains 36488 members 
Mstep: Class 15 contains 60754 members 
Mstep: Class 16 contains 66786 members 
Mstep: Class 17 contains 41296 members 
Mstep: Class 18 contains 5888 members 
Mstep: Class 19 contains 70479 members 
Mstep: Class 20 contains 19598 members 
Mstep: Class 21 contains 14313 members 
Mstep: Class 22 contains 2830 members 
Mstep: Class 23 contains 27660 members 
Mstep: Class 24 contains 1521 members 
Mstep: Class 25 contains 7249 members 
Mstep: Class 26 contains 876 members 
Mstep: Class 27 contains 13194 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10980 members 
Mstep: Class 30 contains 78128 members 
Mstep: Class 31 contains 3184 members 
Mstep: Class 32 contains 1523 members 
Mstep: Class 33 contains 802 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 453 members 
Mstep: Class 36 contains 87701 members 
Mstep: Class 37 contains 3565 members 
Mstep: Class 38 contains 2884 members 
Mstep: Class 39 contains 1874 members 
Mstep: Class 40 contains 3044 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2727 members 
Mstep: Class 43 contains 1430 members 
Mstep: Class 44 contains 4210 members 
Mstep: Class 45 contains 7370 members 
Mstep: Class 46 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467440.000000 Penalty: 102952.773438
Iteration 150Q: 47 clusters Score -8.446744e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63627 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1837 members 
Mstep: Class 9 contains 124306 members 
Mstep: Class 10 contains 10395 members 
Mstep: Class 11 contains 9993 members 
Mstep: Class 12 contains 60443 members 
Mstep: Class 13 contains 24452 members 
Mstep: Class 14 contains 36814 members 
Mstep: Class 15 contains 60742 members 
Mstep: Class 16 contains 66983 members 
Mstep: Class 17 contains 41292 members 
Mstep: Class 18 contains 5891 members 
Mstep: Class 19 contains 70450 members 
Mstep: Class 20 contains 19593 members 
Mstep: Class 21 contains 14316 members 
Mstep: Class 22 contains 2837 members 
Mstep: Class 23 contains 27662 members 
Mstep: Class 24 contains 1521 members 
Mstep: Class 25 contains 7250 members 
Mstep: Class 26 contains 874 members 
Mstep: Class 27 contains 13202 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10979 members 
Mstep: Class 30 contains 77581 members 
Mstep: Class 31 contains 3185 members 
Mstep: Class 32 contains 1522 members 
Mstep: Class 33 contains 811 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 453 members 
Mstep: Class 36 contains 87581 members 
Mstep: Class 37 contains 3564 members 
Mstep: Class 38 contains 2884 members 
Mstep: Class 39 contains 1874 members 
Mstep: Class 40 contains 3044 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2727 members 
Mstep: Class 43 contains 1432 members 
Mstep: Class 44 contains 4210 members 
Mstep: Class 45 contains 7358 members 
Mstep: Class 46 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467648.000000 Penalty: 102952.773438
Iteration 151Q: 47 clusters Score -8.446765e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63633 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1581 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1837 members 
Mstep: Class 9 contains 124280 members 
Mstep: Class 10 contains 10388 members 
Mstep: Class 11 contains 9993 members 
Mstep: Class 12 contains 60443 members 
Mstep: Class 13 contains 24646 members 
Mstep: Class 14 contains 37156 members 
Mstep: Class 15 contains 60738 members 
Mstep: Class 16 contains 67162 members 
Mstep: Class 17 contains 41283 members 
Mstep: Class 18 contains 5902 members 
Mstep: Class 19 contains 70426 members 
Mstep: Class 20 contains 19594 members 
Mstep: Class 21 contains 14317 members 
Mstep: Class 22 contains 2842 members 
Mstep: Class 23 contains 27665 members 
Mstep: Class 24 contains 1521 members 
Mstep: Class 25 contains 7250 members 
Mstep: Class 26 contains 874 members 
Mstep: Class 27 contains 13203 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10979 members 
Mstep: Class 30 contains 77027 members 
Mstep: Class 31 contains 3186 members 
Mstep: Class 32 contains 1522 members 
Mstep: Class 33 contains 811 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 87473 members 
Mstep: Class 37 contains 3564 members 
Mstep: Class 38 contains 2884 members 
Mstep: Class 39 contains 1875 members 
Mstep: Class 40 contains 3044 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2727 members 
Mstep: Class 43 contains 1434 members 
Mstep: Class 44 contains 4211 members 
Mstep: Class 45 contains 7341 members 
Mstep: Class 46 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467640.000000 Penalty: 102952.773438
Iteration 152Q: 47 clusters Score -8.446764e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63647 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1581 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1837 members 
Mstep: Class 9 contains 124260 members 
Mstep: Class 10 contains 10381 members 
Mstep: Class 11 contains 9992 members 
Mstep: Class 12 contains 60445 members 
Mstep: Class 13 contains 24816 members 
Mstep: Class 14 contains 37480 members 
Mstep: Class 15 contains 60733 members 
Mstep: Class 16 contains 67320 members 
Mstep: Class 17 contains 41276 members 
Mstep: Class 18 contains 5908 members 
Mstep: Class 19 contains 70399 members 
Mstep: Class 20 contains 19594 members 
Mstep: Class 21 contains 14323 members 
Mstep: Class 22 contains 2851 members 
Mstep: Class 23 contains 27685 members 
Mstep: Class 24 contains 1521 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 874 members 
Mstep: Class 27 contains 13211 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10976 members 
Mstep: Class 30 contains 76484 members 
Mstep: Class 31 contains 3184 members 
Mstep: Class 32 contains 1522 members 
Mstep: Class 33 contains 811 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 87374 members 
Mstep: Class 37 contains 3565 members 
Mstep: Class 38 contains 2882 members 
Mstep: Class 39 contains 1875 members 
Mstep: Class 40 contains 3043 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2727 members 
Mstep: Class 43 contains 1437 members 
Mstep: Class 44 contains 4211 members 
Mstep: Class 45 contains 7336 members 
Mstep: Class 46 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467808.000000 Penalty: 102952.773438
Iteration 153Q: 47 clusters Score -8.446781e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63660 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1584 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1835 members 
Mstep: Class 9 contains 124241 members 
Mstep: Class 10 contains 10373 members 
Mstep: Class 11 contains 9990 members 
Mstep: Class 12 contains 60444 members 
Mstep: Class 13 contains 24996 members 
Mstep: Class 14 contains 37814 members 
Mstep: Class 15 contains 60725 members 
Mstep: Class 16 contains 67454 members 
Mstep: Class 17 contains 41275 members 
Mstep: Class 18 contains 5911 members 
Mstep: Class 19 contains 70379 members 
Mstep: Class 20 contains 19595 members 
Mstep: Class 21 contains 14327 members 
Mstep: Class 22 contains 2857 members 
Mstep: Class 23 contains 27691 members 
Mstep: Class 24 contains 1521 members 
Mstep: Class 25 contains 7242 members 
Mstep: Class 26 contains 874 members 
Mstep: Class 27 contains 13208 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10965 members 
Mstep: Class 30 contains 75956 members 
Mstep: Class 31 contains 3182 members 
Mstep: Class 32 contains 1522 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 87298 members 
Mstep: Class 37 contains 3566 members 
Mstep: Class 38 contains 2884 members 
Mstep: Class 39 contains 1874 members 
Mstep: Class 40 contains 3043 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2726 members 
Mstep: Class 43 contains 1442 members 
Mstep: Class 44 contains 4212 members 
Mstep: Class 45 contains 7324 members 
Mstep: Class 46 contains 2108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468040.000000 Penalty: 102952.773438
Iteration 154Q: 47 clusters Score -8.446804e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63672 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1834 members 
Mstep: Class 9 contains 124228 members 
Mstep: Class 10 contains 10356 members 
Mstep: Class 11 contains 9989 members 
Mstep: Class 12 contains 60447 members 
Mstep: Class 13 contains 25166 members 
Mstep: Class 14 contains 38108 members 
Mstep: Class 15 contains 60715 members 
Mstep: Class 16 contains 67574 members 
Mstep: Class 17 contains 41277 members 
Mstep: Class 18 contains 5916 members 
Mstep: Class 19 contains 70373 members 
Mstep: Class 20 contains 19590 members 
Mstep: Class 21 contains 14332 members 
Mstep: Class 22 contains 2860 members 
Mstep: Class 23 contains 27693 members 
Mstep: Class 24 contains 1521 members 
Mstep: Class 25 contains 7239 members 
Mstep: Class 26 contains 874 members 
Mstep: Class 27 contains 13210 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10958 members 
Mstep: Class 30 contains 75477 members 
Mstep: Class 31 contains 3181 members 
Mstep: Class 32 contains 1522 members 
Mstep: Class 33 contains 814 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 451 members 
Mstep: Class 36 contains 87227 members 
Mstep: Class 37 contains 3567 members 
Mstep: Class 38 contains 2885 members 
Mstep: Class 39 contains 1873 members 
Mstep: Class 40 contains 3042 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2726 members 
Mstep: Class 43 contains 1444 members 
Mstep: Class 44 contains 4212 members 
Mstep: Class 45 contains 7310 members 
Mstep: Class 46 contains 2108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468128.000000 Penalty: 102952.773438
Iteration 155Q: 47 clusters Score -8.446813e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63678 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1583 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1834 members 
Mstep: Class 9 contains 124205 members 
Mstep: Class 10 contains 10332 members 
Mstep: Class 11 contains 9992 members 
Mstep: Class 12 contains 60447 members 
Mstep: Class 13 contains 25348 members 
Mstep: Class 14 contains 38374 members 
Mstep: Class 15 contains 60721 members 
Mstep: Class 16 contains 67671 members 
Mstep: Class 17 contains 41279 members 
Mstep: Class 18 contains 5927 members 
Mstep: Class 19 contains 70363 members 
Mstep: Class 20 contains 19587 members 
Mstep: Class 21 contains 14334 members 
Mstep: Class 22 contains 2863 members 
Mstep: Class 23 contains 27702 members 
Mstep: Class 24 contains 1521 members 
Mstep: Class 25 contains 7240 members 
Mstep: Class 26 contains 874 members 
Mstep: Class 27 contains 13228 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10959 members 
Mstep: Class 30 contains 75004 members 
Mstep: Class 31 contains 3180 members 
Mstep: Class 32 contains 1521 members 
Mstep: Class 33 contains 806 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 451 members 
Mstep: Class 36 contains 87177 members 
Mstep: Class 37 contains 3568 members 
Mstep: Class 38 contains 2885 members 
Mstep: Class 39 contains 1873 members 
Mstep: Class 40 contains 3042 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2725 members 
Mstep: Class 43 contains 1446 members 
Mstep: Class 44 contains 4211 members 
Mstep: Class 45 contains 7293 members 
Mstep: Class 46 contains 2108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468320.000000 Penalty: 102952.773438
Iteration 156Q: 47 clusters Score -8.446832e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63697 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1583 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1834 members 
Mstep: Class 9 contains 124190 members 
Mstep: Class 10 contains 10311 members 
Mstep: Class 11 contains 9997 members 
Mstep: Class 12 contains 60444 members 
Mstep: Class 13 contains 25485 members 
Mstep: Class 14 contains 38615 members 
Mstep: Class 15 contains 60727 members 
Mstep: Class 16 contains 67743 members 
Mstep: Class 17 contains 41278 members 
Mstep: Class 18 contains 5932 members 
Mstep: Class 19 contains 70355 members 
Mstep: Class 20 contains 19588 members 
Mstep: Class 21 contains 14337 members 
Mstep: Class 22 contains 2868 members 
Mstep: Class 23 contains 27715 members 
Mstep: Class 24 contains 1522 members 
Mstep: Class 25 contains 7241 members 
Mstep: Class 26 contains 874 members 
Mstep: Class 27 contains 13230 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10958 members 
Mstep: Class 30 contains 74597 members 
Mstep: Class 31 contains 3179 members 
Mstep: Class 32 contains 1520 members 
Mstep: Class 33 contains 810 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 451 members 
Mstep: Class 36 contains 87135 members 
Mstep: Class 37 contains 3568 members 
Mstep: Class 38 contains 2887 members 
Mstep: Class 39 contains 1873 members 
Mstep: Class 40 contains 3043 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2724 members 
Mstep: Class 43 contains 1447 members 
Mstep: Class 44 contains 4211 members 
Mstep: Class 45 contains 7273 members 
Mstep: Class 46 contains 2108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468216.000000 Penalty: 102952.773438
Iteration 157Q: 47 clusters Score -8.446822e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63715 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 124176 members 
Mstep: Class 10 contains 10304 members 
Mstep: Class 11 contains 10000 members 
Mstep: Class 12 contains 60440 members 
Mstep: Class 13 contains 25596 members 
Mstep: Class 14 contains 38843 members 
Mstep: Class 15 contains 60732 members 
Mstep: Class 16 contains 67826 members 
Mstep: Class 17 contains 41273 members 
Mstep: Class 18 contains 5941 members 
Mstep: Class 19 contains 70336 members 
Mstep: Class 20 contains 19591 members 
Mstep: Class 21 contains 14339 members 
Mstep: Class 22 contains 2875 members 
Mstep: Class 23 contains 27713 members 
Mstep: Class 24 contains 1522 members 
Mstep: Class 25 contains 7241 members 
Mstep: Class 26 contains 874 members 
Mstep: Class 27 contains 13238 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10961 members 
Mstep: Class 30 contains 74210 members 
Mstep: Class 31 contains 3179 members 
Mstep: Class 32 contains 1519 members 
Mstep: Class 33 contains 818 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 451 members 
Mstep: Class 36 contains 87086 members 
Mstep: Class 37 contains 3568 members 
Mstep: Class 38 contains 2889 members 
Mstep: Class 39 contains 1873 members 
Mstep: Class 40 contains 3043 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2723 members 
Mstep: Class 43 contains 1448 members 
Mstep: Class 44 contains 4211 members 
Mstep: Class 45 contains 7263 members 
Mstep: Class 46 contains 2108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468320.000000 Penalty: 102952.773438
Iteration 158Q: 47 clusters Score -8.446832e+07 nChanged 832
Entering ConstructFrom: 
Score: -84468320.000000 Penalty: 102952.773438
Entering ConstructFrom: 
Trying to split cluster 1 (7065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Entering Unmasked Estep 
Score: -630562.812500 Penalty: 1440.222656
	Iteration 0F: 2 clusters Score -630562.8 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 3580 members 
Entering Unmasked Estep 
Score: -625250.500000 Penalty: 2880.445312
	Iteration 0F: 3 clusters Score -625250.5 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -627003.812500 Penalty: 2880.445312
	Iteration 1F: 3 clusters Score -627003.8 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -627445.625000 Penalty: 2880.445312
	Iteration 2F: 3 clusters Score -627445.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -627897.812500 Penalty: 2880.445312
	Iteration 3F: 3 clusters Score -627897.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -628306.875000 Penalty: 2880.445312
	Iteration 4F: 3 clusters Score -628306.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -628643.187500 Penalty: 2880.445312
	Iteration 5F: 3 clusters Score -628643.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -628874.250000 Penalty: 2880.445312
	Iteration 6F: 3 clusters Score -628874.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -629033.750000 Penalty: 2880.445312
	Iteration 7Q: 3 clusters Score -629033.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -629150.937500 Penalty: 2880.445312
	Iteration 8Q: 3 clusters Score -629150.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -629230.375000 Penalty: 2880.445312
	Iteration 9Q: 3 clusters Score -629230.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -629292.000000 Penalty: 2880.445312
	Iteration 10Q: 3 clusters Score -629292 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -629348.687500 Penalty: 2880.445312
	Iteration 11Q: 3 clusters Score -629348.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -629389.625000 Penalty: 2880.445312
	Iteration 12Q: 3 clusters Score -629389.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -629416.875000 Penalty: 2880.445312
	Iteration 13Q: 3 clusters Score -629416.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -629432.125000 Penalty: 2880.445312
	Iteration 14Q: 3 clusters Score -629432.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -629446.375000 Penalty: 2880.445312
	Iteration 15Q: 3 clusters Score -629446.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -629461.687500 Penalty: 2880.445312
	Iteration 16Q: 3 clusters Score -629461.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -629475.000000 Penalty: 2880.445312
	Iteration 17Q: 3 clusters Score -629475 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -629489.062500 Penalty: 2880.445312
	Iteration 18Q: 3 clusters Score -629489.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -629500.812500 Penalty: 2880.445312
	Iteration 19Q: 3 clusters Score -629500.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -629513.687500 Penalty: 2880.445312
	Iteration 20F: 3 clusters Score -629513.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -629524.750000 Penalty: 2880.445312
	Iteration 21Q: 3 clusters Score -629524.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -629538.562500 Penalty: 2880.445312
	Iteration 22Q: 3 clusters Score -629538.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -629558.875000 Penalty: 2880.445312
	Iteration 23Q: 3 clusters Score -629558.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -629578.750000 Penalty: 2880.445312
	Iteration 24Q: 3 clusters Score -629578.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -629595.312500 Penalty: 2880.445312
	Iteration 25Q: 3 clusters Score -629595.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -629617.875000 Penalty: 2880.445312
	Iteration 26Q: 3 clusters Score -629617.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -629638.812500 Penalty: 2880.445312
	Iteration 27Q: 3 clusters Score -629638.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -629656.437500 Penalty: 2880.445312
	Iteration 28Q: 3 clusters Score -629656.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -629673.250000 Penalty: 2880.445312
	Iteration 29Q: 3 clusters Score -629673.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -629694.750000 Penalty: 2880.445312
	Iteration 30Q: 3 clusters Score -629694.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -629714.750000 Penalty: 2880.445312
	Iteration 31Q: 3 clusters Score -629714.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -629739.625000 Penalty: 2880.445312
	Iteration 32Q: 3 clusters Score -629739.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -629772.375000 Penalty: 2880.445312
	Iteration 33Q: 3 clusters Score -629772.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -629812.937500 Penalty: 2880.445312
	Iteration 34Q: 3 clusters Score -629812.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -629858.312500 Penalty: 2880.445312
	Iteration 35Q: 3 clusters Score -629858.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -629894.312500 Penalty: 2880.445312
	Iteration 36Q: 3 clusters Score -629894.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -629940.562500 Penalty: 2880.445312
	Iteration 37Q: 3 clusters Score -629940.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -629990.000000 Penalty: 2880.445312
	Iteration 38Q: 3 clusters Score -629990 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -630053.250000 Penalty: 2880.445312
	Iteration 39Q: 3 clusters Score -630053.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -630137.562500 Penalty: 2880.445312
	Iteration 40F: 3 clusters Score -630137.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -630218.687500 Penalty: 2880.445312
	Iteration 41Q: 3 clusters Score -630218.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -630291.187500 Penalty: 2880.445312
	Iteration 42Q: 3 clusters Score -630291.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -630363.812500 Penalty: 2880.445312
	Iteration 43Q: 3 clusters Score -630363.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -630407.625000 Penalty: 2880.445312
	Iteration 44Q: 3 clusters Score -630407.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -630429.562500 Penalty: 2880.445312
	Iteration 45Q: 3 clusters Score -630429.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -630446.875000 Penalty: 2880.445312
	Iteration 46Q: 3 clusters Score -630446.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -630452.000000 Penalty: 2880.445312
	Iteration 47Q: 3 clusters Score -630452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -630458.375000 Penalty: 2880.445312
	Iteration 48Q: 3 clusters Score -630458.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -630460.750000 Penalty: 2880.445312
	Iteration 49Q: 3 clusters Score -630460.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -630460.750000 Penalty: 2880.445312
	Iteration 50F: 3 clusters Score -630460.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -689886.562500 Penalty: 1468.560547
	Iteration 0F: 2 clusters Score -689886.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -683759.562500 Penalty: 2937.121094
	Iteration 0F: 3 clusters Score -683759.6 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -685894.562500 Penalty: 2937.121094
	Iteration 1F: 3 clusters Score -685894.6 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -686410.312500 Penalty: 2937.121094
	Iteration 2F: 3 clusters Score -686410.3 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -686952.625000 Penalty: 2937.121094
	Iteration 3F: 3 clusters Score -686952.6 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -687434.125000 Penalty: 2937.121094
	Iteration 4F: 3 clusters Score -687434.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -687825.375000 Penalty: 2937.121094
	Iteration 5F: 3 clusters Score -687825.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -688087.187500 Penalty: 2937.121094
	Iteration 6Q: 3 clusters Score -688087.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -688277.437500 Penalty: 2937.121094
	Iteration 7Q: 3 clusters Score -688277.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -688421.687500 Penalty: 2937.121094
	Iteration 8Q: 3 clusters Score -688421.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -688536.375000 Penalty: 2937.121094
	Iteration 9Q: 3 clusters Score -688536.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -688669.375000 Penalty: 2937.121094
	Iteration 10Q: 3 clusters Score -688669.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -688783.187500 Penalty: 2937.121094
	Iteration 11Q: 3 clusters Score -688783.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -688868.937500 Penalty: 2937.121094
	Iteration 12Q: 3 clusters Score -688868.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -688935.562500 Penalty: 2937.121094
	Iteration 13Q: 3 clusters Score -688935.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -688993.500000 Penalty: 2937.121094
	Iteration 14Q: 3 clusters Score -688993.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -689028.250000 Penalty: 2937.121094
	Iteration 15Q: 3 clusters Score -689028.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -689042.937500 Penalty: 2937.121094
	Iteration 16Q: 3 clusters Score -689042.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -689051.875000 Penalty: 2937.121094
	Iteration 17Q: 3 clusters Score -689051.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -689058.312500 Penalty: 2937.121094
	Iteration 18Q: 3 clusters Score -689058.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -689062.437500 Penalty: 2937.121094
	Iteration 19Q: 3 clusters Score -689062.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -689066.375000 Penalty: 2937.121094
	Iteration 20F: 3 clusters Score -689066.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -689074.937500 Penalty: 2937.121094
	Iteration 21Q: 3 clusters Score -689074.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -689079.375000 Penalty: 2937.121094
	Iteration 22Q: 3 clusters Score -689079.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -689085.000000 Penalty: 2937.121094
	Iteration 23Q: 3 clusters Score -689085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -689092.187500 Penalty: 2937.121094
	Iteration 24Q: 3 clusters Score -689092.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -689097.625000 Penalty: 2937.121094
	Iteration 25Q: 3 clusters Score -689097.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -689105.062500 Penalty: 2937.121094
	Iteration 26Q: 3 clusters Score -689105.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -689108.000000 Penalty: 2937.121094
	Iteration 27Q: 3 clusters Score -689108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -689109.625000 Penalty: 2937.121094
	Iteration 28Q: 3 clusters Score -689109.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -689110.812500 Penalty: 2937.121094
	Iteration 29Q: 3 clusters Score -689110.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -689112.062500 Penalty: 2937.121094
	Iteration 30Q: 3 clusters Score -689112.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -689113.562500 Penalty: 2937.121094
	Iteration 31Q: 3 clusters Score -689113.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -689117.812500 Penalty: 2937.121094
	Iteration 32Q: 3 clusters Score -689117.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -689117.875000 Penalty: 2937.121094
	Iteration 33Q: 3 clusters Score -689117.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -689120.437500 Penalty: 2937.121094
	Iteration 34Q: 3 clusters Score -689120.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -689122.250000 Penalty: 2937.121094
	Iteration 35Q: 3 clusters Score -689122.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -689124.375000 Penalty: 2937.121094
	Iteration 36Q: 3 clusters Score -689124.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -689124.375000 Penalty: 2937.121094
	Iteration 37Q: 3 clusters Score -689124.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -689125.750000 Penalty: 2937.121094
	Iteration 38Q: 3 clusters Score -689125.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -689125.750000 Penalty: 2937.121094
	Iteration 39Q: 3 clusters Score -689125.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -689127.187500 Penalty: 2937.121094
	Iteration 40F: 3 clusters Score -689127.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (63731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63731 members 
Entering Unmasked Estep 
Score: -5855845.500000 Penalty: 1797.644287
	Iteration 0F: 2 clusters Score -5855846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -5813254.500000 Penalty: 3595.288574
	Iteration 0F: 3 clusters Score -5813254 nChanged 29919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -5830559.500000 Penalty: 3595.288574
	Iteration 1F: 3 clusters Score -5830560 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -5831207.500000 Penalty: 3595.288574
	Iteration 2Q: 3 clusters Score -5831208 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -5832087.000000 Penalty: 3595.288574
	Iteration 3Q: 3 clusters Score -5832087 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -5833565.000000 Penalty: 3595.288574
	Iteration 4Q: 3 clusters Score -5833565 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -5835999.500000 Penalty: 3595.288574
	Iteration 5F: 3 clusters Score -5836000 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 44853 members 
Entering Unmasked Estep 
Score: -5839545.000000 Penalty: 3595.288574
	Iteration 6F: 3 clusters Score -5839545 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 49228 members 
Entering Unmasked Estep 
Score: -5843966.000000 Penalty: 3595.288574
	Iteration 7F: 3 clusters Score -5843966 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 52715 members 
Entering Unmasked Estep 
Score: -5847459.500000 Penalty: 3595.288574
	Iteration 8F: 3 clusters Score -5847460 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 54973 members 
Entering Unmasked Estep 
Score: -5849791.500000 Penalty: 3595.288574
	Iteration 9Q: 3 clusters Score -5849792 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 56395 members 
Entering Unmasked Estep 
Score: -5851419.500000 Penalty: 3595.288574
	Iteration 10Q: 3 clusters Score -5851420 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 57349 members 
Entering Unmasked Estep 
Score: -5852524.500000 Penalty: 3595.288574
	Iteration 11Q: 3 clusters Score -5852524 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 58005 members 
Entering Unmasked Estep 
Score: -5853271.500000 Penalty: 3595.288574
	Iteration 12Q: 3 clusters Score -5853272 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 58520 members 
Entering Unmasked Estep 
Score: -5853760.000000 Penalty: 3595.288574
	Iteration 13Q: 3 clusters Score -5853760 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 58900 members 
Entering Unmasked Estep 
Score: -5854047.000000 Penalty: 3595.288574
	Iteration 14Q: 3 clusters Score -5854047 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 59204 members 
Entering Unmasked Estep 
Score: -5854211.500000 Penalty: 3595.288574
	Iteration 15Q: 3 clusters Score -5854212 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 59462 members 
Entering Unmasked Estep 
Score: -5854330.500000 Penalty: 3595.288574
	Iteration 16Q: 3 clusters Score -5854330 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 59668 members 
Entering Unmasked Estep 
Score: -5854399.500000 Penalty: 3595.288574
	Iteration 17Q: 3 clusters Score -5854400 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 59826 members 
Entering Unmasked Estep 
Score: -5854455.000000 Penalty: 3595.288574
	Iteration 18Q: 3 clusters Score -5854455 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 59970 members 
Entering Unmasked Estep 
Score: -5854474.500000 Penalty: 3595.288574
	Iteration 19Q: 3 clusters Score -5854474 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 60080 members 
Entering Unmasked Estep 
Score: -5854502.500000 Penalty: 3595.288574
	Iteration 20F: 3 clusters Score -5854502 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 60185 members 
Entering Unmasked Estep 
Score: -5854526.000000 Penalty: 3595.288574
	Iteration 21Q: 3 clusters Score -5854526 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 60282 members 
Entering Unmasked Estep 
Score: -5854536.500000 Penalty: 3595.288574
	Iteration 22Q: 3 clusters Score -5854536 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 60371 members 
Entering Unmasked Estep 
Score: -5854549.000000 Penalty: 3595.288574
	Iteration 23Q: 3 clusters Score -5854549 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 60445 members 
Entering Unmasked Estep 
Score: -5854590.500000 Penalty: 3595.288574
	Iteration 24Q: 3 clusters Score -5854590 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 60501 members 
Entering Unmasked Estep 
Score: -5854600.000000 Penalty: 3595.288574
	Iteration 25Q: 3 clusters Score -5854600 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 60559 members 
Entering Unmasked Estep 
Score: -5854613.500000 Penalty: 3595.288574
	Iteration 26Q: 3 clusters Score -5854614 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 60614 members 
Entering Unmasked Estep 
Score: -5854618.000000 Penalty: 3595.288574
	Iteration 27Q: 3 clusters Score -5854618 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 60660 members 
Entering Unmasked Estep 
Score: -5854639.000000 Penalty: 3595.288574
	Iteration 28Q: 3 clusters Score -5854639 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 60699 members 
Entering Unmasked Estep 
Score: -5854648.000000 Penalty: 3595.288574
	Iteration 29Q: 3 clusters Score -5854648 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 60734 members 
Entering Unmasked Estep 
Score: -5854651.000000 Penalty: 3595.288574
	Iteration 30Q: 3 clusters Score -5854651 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 60758 members 
Entering Unmasked Estep 
Score: -5854656.500000 Penalty: 3595.288574
	Iteration 31Q: 3 clusters Score -5854656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 60780 members 
Entering Unmasked Estep 
Score: -5854658.500000 Penalty: 3595.288574
	Iteration 32Q: 3 clusters Score -5854658 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 60808 members 
Entering Unmasked Estep 
Score: -5854660.000000 Penalty: 3595.288574
	Iteration 33Q: 3 clusters Score -5854660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 60836 members 
Entering Unmasked Estep 
Score: -5854665.500000 Penalty: 3595.288574
	Iteration 34Q: 3 clusters Score -5854666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 60859 members 
Entering Unmasked Estep 
Score: -5854669.500000 Penalty: 3595.288574
	Iteration 35Q: 3 clusters Score -5854670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 60878 members 
Entering Unmasked Estep 
Score: -5854660.500000 Penalty: 3595.288574
	Iteration 36Q: 3 clusters Score -5854660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 60893 members 
Entering Unmasked Estep 
Score: -5854662.500000 Penalty: 3595.288574
	Iteration 37Q: 3 clusters Score -5854662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 60919 members 
Entering Unmasked Estep 
Score: -5854659.000000 Penalty: 3595.288574
	Iteration 38Q: 3 clusters Score -5854659 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 60951 members 
Entering Unmasked Estep 
Score: -5854668.000000 Penalty: 3595.288574
	Iteration 39Q: 3 clusters Score -5854668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 60974 members 
Entering Unmasked Estep 
Score: -5854676.000000 Penalty: 3595.288574
	Iteration 40F: 3 clusters Score -5854676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 61001 members 
Entering Unmasked Estep 
Score: -5854682.500000 Penalty: 3595.288574
	Iteration 41Q: 3 clusters Score -5854682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 61035 members 
Entering Unmasked Estep 
Score: -5854700.000000 Penalty: 3595.288574
	Iteration 42Q: 3 clusters Score -5854700 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 61064 members 
Entering Unmasked Estep 
Score: -5854701.500000 Penalty: 3595.288574
	Iteration 43Q: 3 clusters Score -5854702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 61089 members 
Entering Unmasked Estep 
Score: -5854706.500000 Penalty: 3595.288574
	Iteration 44Q: 3 clusters Score -5854706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 61105 members 
Entering Unmasked Estep 
Score: -5854711.000000 Penalty: 3595.288574
	Iteration 45Q: 3 clusters Score -5854711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 61119 members 
Entering Unmasked Estep 
Score: -5854705.500000 Penalty: 3595.288574
	Iteration 46Q: 3 clusters Score -5854706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 61133 members 
Entering Unmasked Estep 
Score: -5854712.000000 Penalty: 3595.288574
	Iteration 47Q: 3 clusters Score -5854712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 61139 members 
Entering Unmasked Estep 
Score: -5854714.000000 Penalty: 3595.288574
	Iteration 48Q: 3 clusters Score -5854714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 61145 members 
Entering Unmasked Estep 
Score: -5854716.000000 Penalty: 3595.288574
	Iteration 49Q: 3 clusters Score -5854716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 61148 members 
Entering Unmasked Estep 
Score: -5854710.000000 Penalty: 3595.288574
	Iteration 50Q: 3 clusters Score -5854710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 61149 members 
Entering Unmasked Estep 
Score: -5854710.000000 Penalty: 3595.288574
	Iteration 51Q: 3 clusters Score -5854710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 61150 members 
Entering Unmasked Estep 
Score: -5854722.000000 Penalty: 3595.288574
	Iteration 52Q: 3 clusters Score -5854722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 61152 members 
Entering Unmasked Estep 
Score: -5854719.000000 Penalty: 3595.288574
	Iteration 53Q: 3 clusters Score -5854719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 61156 members 
Entering Unmasked Estep 
Score: -5854713.500000 Penalty: 3595.288574
	Iteration 54Q: 3 clusters Score -5854714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 61161 members 
Entering Unmasked Estep 
Score: -5854711.500000 Penalty: 3595.288574
	Iteration 55Q: 3 clusters Score -5854712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 61164 members 
Entering Unmasked Estep 
Score: -5854714.500000 Penalty: 3595.288574
	Iteration 56Q: 3 clusters Score -5854714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 61167 members 
Entering Unmasked Estep 
Score: -5854716.000000 Penalty: 3595.288574
	Iteration 57Q: 3 clusters Score -5854716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 61174 members 
Entering Unmasked Estep 
Score: -5854718.000000 Penalty: 3595.288574
	Iteration 58Q: 3 clusters Score -5854718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 61185 members 
Entering Unmasked Estep 
Score: -5854722.000000 Penalty: 3595.288574
	Iteration 59Q: 3 clusters Score -5854722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 61189 members 
Entering Unmasked Estep 
Score: -5854727.500000 Penalty: 3595.288574
	Iteration 60F: 3 clusters Score -5854728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 61191 members 
Entering Unmasked Estep 
Score: -5854725.000000 Penalty: 3595.288574
	Iteration 61Q: 3 clusters Score -5854725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 61193 members 
Entering Unmasked Estep 
Score: -5854723.500000 Penalty: 3595.288574
	Iteration 62Q: 3 clusters Score -5854724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 61194 members 
Entering Unmasked Estep 
Score: -5854724.000000 Penalty: 3595.288574
	Iteration 63Q: 3 clusters Score -5854724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 61195 members 
Entering Unmasked Estep 
Score: -5854719.500000 Penalty: 3595.288574
	Iteration 64Q: 3 clusters Score -5854720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 61196 members 
Entering Unmasked Estep 
Score: -5854719.500000 Penalty: 3595.288574
	Iteration 65Q: 3 clusters Score -5854720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 61198 members 
Entering Unmasked Estep 
Score: -5854720.000000 Penalty: 3595.288574
	Iteration 66Q: 3 clusters Score -5854720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 61200 members 
Entering Unmasked Estep 
Score: -5854715.000000 Penalty: 3595.288574
	Iteration 67Q: 3 clusters Score -5854715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 61204 members 
Entering Unmasked Estep 
Score: -5854717.500000 Penalty: 3595.288574
	Iteration 68Q: 3 clusters Score -5854718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 61207 members 
Entering Unmasked Estep 
Score: -5854719.000000 Penalty: 3595.288574
	Iteration 69Q: 3 clusters Score -5854719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 61208 members 
Entering Unmasked Estep 
Score: -5854719.000000 Penalty: 3595.288574
	Iteration 70Q: 3 clusters Score -5854719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 61210 members 
Entering Unmasked Estep 
Score: -5854717.000000 Penalty: 3595.288574
	Iteration 71Q: 3 clusters Score -5854717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 61212 members 
Entering Unmasked Estep 
Score: -5854718.500000 Penalty: 3595.288574
	Iteration 72Q: 3 clusters Score -5854718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 61213 members 
Entering Unmasked Estep 
Score: -5854721.500000 Penalty: 3595.288574
	Iteration 73Q: 3 clusters Score -5854722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 61215 members 
Entering Unmasked Estep 
Score: -5854715.500000 Penalty: 3595.288574
	Iteration 74Q: 3 clusters Score -5854716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 61218 members 
Entering Unmasked Estep 
Score: -5854722.500000 Penalty: 3595.288574
	Iteration 75Q: 3 clusters Score -5854722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 61226 members 
Entering Unmasked Estep 
Score: -5854727.500000 Penalty: 3595.288574
	Iteration 76Q: 3 clusters Score -5854728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 61233 members 
Entering Unmasked Estep 
Score: -5854728.000000 Penalty: 3595.288574
	Iteration 77Q: 3 clusters Score -5854728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 61242 members 
Entering Unmasked Estep 
Score: -5854722.500000 Penalty: 3595.288574
	Iteration 78Q: 3 clusters Score -5854722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 61255 members 
Entering Unmasked Estep 
Score: -5854725.000000 Penalty: 3595.288574
	Iteration 79Q: 3 clusters Score -5854725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 61265 members 
Entering Unmasked Estep 
Score: -5854732.000000 Penalty: 3595.288574
	Iteration 80F: 3 clusters Score -5854732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 61281 members 
Entering Unmasked Estep 
Score: -5854730.000000 Penalty: 3595.288574
	Iteration 81Q: 3 clusters Score -5854730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 61300 members 
Entering Unmasked Estep 
Score: -5854737.500000 Penalty: 3595.288574
	Iteration 82Q: 3 clusters Score -5854738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 61313 members 
Entering Unmasked Estep 
Score: -5854738.500000 Penalty: 3595.288574
	Iteration 83Q: 3 clusters Score -5854738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 61321 members 
Entering Unmasked Estep 
Score: -5854743.000000 Penalty: 3595.288574
	Iteration 84Q: 3 clusters Score -5854743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 61328 members 
Entering Unmasked Estep 
Score: -5854737.000000 Penalty: 3595.288574
	Iteration 85Q: 3 clusters Score -5854737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 61336 members 
Entering Unmasked Estep 
Score: -5854734.000000 Penalty: 3595.288574
	Iteration 86Q: 3 clusters Score -5854734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 61344 members 
Entering Unmasked Estep 
Score: -5854737.000000 Penalty: 3595.288574
	Iteration 87Q: 3 clusters Score -5854737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 61355 members 
Entering Unmasked Estep 
Score: -5854741.000000 Penalty: 3595.288574
	Iteration 88Q: 3 clusters Score -5854741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 61371 members 
Entering Unmasked Estep 
Score: -5854739.000000 Penalty: 3595.288574
	Iteration 89Q: 3 clusters Score -5854739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 61383 members 
Entering Unmasked Estep 
Score: -5854741.000000 Penalty: 3595.288574
	Iteration 90Q: 3 clusters Score -5854741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 61390 members 
Entering Unmasked Estep 
Score: -5854744.500000 Penalty: 3595.288574
	Iteration 91Q: 3 clusters Score -5854744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 61396 members 
Entering Unmasked Estep 
Score: -5854748.500000 Penalty: 3595.288574
	Iteration 92Q: 3 clusters Score -5854748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 61399 members 
Entering Unmasked Estep 
Score: -5854752.000000 Penalty: 3595.288574
	Iteration 93Q: 3 clusters Score -5854752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 61404 members 
Entering Unmasked Estep 
Score: -5854756.000000 Penalty: 3595.288574
	Iteration 94Q: 3 clusters Score -5854756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 61409 members 
Entering Unmasked Estep 
Score: -5854754.000000 Penalty: 3595.288574
	Iteration 95Q: 3 clusters Score -5854754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 61411 members 
Entering Unmasked Estep 
Score: -5854752.000000 Penalty: 3595.288574
	Iteration 96Q: 3 clusters Score -5854752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 61412 members 
Entering Unmasked Estep 
Score: -5854753.500000 Penalty: 3595.288574
	Iteration 97Q: 3 clusters Score -5854754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 61412 members 
Entering Unmasked Estep 
Score: -5854753.500000 Penalty: 3595.288574
	Iteration 98F: 3 clusters Score -5854754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -723537.937500 Penalty: 1476.497192
	Iteration 0F: 2 clusters Score -723537.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -717243.500000 Penalty: 2952.994385
	Iteration 0F: 3 clusters Score -717243.5 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -719435.625000 Penalty: 2952.994385
	Iteration 1F: 3 clusters Score -719435.6 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -719890.125000 Penalty: 2952.994385
	Iteration 2F: 3 clusters Score -719890.1 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -720318.625000 Penalty: 2952.994385
	Iteration 3F: 3 clusters Score -720318.6 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -720676.937500 Penalty: 2952.994385
	Iteration 4F: 3 clusters Score -720676.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -720991.562500 Penalty: 2952.994385
	Iteration 5F: 3 clusters Score -720991.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -721264.437500 Penalty: 2952.994385
	Iteration 6Q: 3 clusters Score -721264.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -721509.437500 Penalty: 2952.994385
	Iteration 7Q: 3 clusters Score -721509.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -721697.500000 Penalty: 2952.994385
	Iteration 8Q: 3 clusters Score -721697.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -721817.062500 Penalty: 2952.994385
	Iteration 9Q: 3 clusters Score -721817.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -721917.562500 Penalty: 2952.994385
	Iteration 10Q: 3 clusters Score -721917.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -721979.937500 Penalty: 2952.994385
	Iteration 11Q: 3 clusters Score -721979.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -722037.875000 Penalty: 2952.994385
	Iteration 12Q: 3 clusters Score -722037.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -722086.000000 Penalty: 2952.994385
	Iteration 13Q: 3 clusters Score -722086 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -722132.687500 Penalty: 2952.994385
	Iteration 14Q: 3 clusters Score -722132.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -722192.812500 Penalty: 2952.994385
	Iteration 15Q: 3 clusters Score -722192.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -722245.187500 Penalty: 2952.994385
	Iteration 16Q: 3 clusters Score -722245.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -722298.625000 Penalty: 2952.994385
	Iteration 17Q: 3 clusters Score -722298.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -722349.125000 Penalty: 2952.994385
	Iteration 18Q: 3 clusters Score -722349.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -722402.250000 Penalty: 2952.994385
	Iteration 19Q: 3 clusters Score -722402.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -722447.062500 Penalty: 2952.994385
	Iteration 20F: 3 clusters Score -722447.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -722490.687500 Penalty: 2952.994385
	Iteration 21Q: 3 clusters Score -722490.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -722520.687500 Penalty: 2952.994385
	Iteration 22Q: 3 clusters Score -722520.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -722541.000000 Penalty: 2952.994385
	Iteration 23Q: 3 clusters Score -722541 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -722555.937500 Penalty: 2952.994385
	Iteration 24Q: 3 clusters Score -722555.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -722565.375000 Penalty: 2952.994385
	Iteration 25Q: 3 clusters Score -722565.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -722577.562500 Penalty: 2952.994385
	Iteration 26Q: 3 clusters Score -722577.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -722591.937500 Penalty: 2952.994385
	Iteration 27Q: 3 clusters Score -722591.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -722604.500000 Penalty: 2952.994385
	Iteration 28Q: 3 clusters Score -722604.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -722609.000000 Penalty: 2952.994385
	Iteration 29Q: 3 clusters Score -722609 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -722620.062500 Penalty: 2952.994385
	Iteration 30Q: 3 clusters Score -722620.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -722626.812500 Penalty: 2952.994385
	Iteration 31Q: 3 clusters Score -722626.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -722630.187500 Penalty: 2952.994385
	Iteration 32Q: 3 clusters Score -722630.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -722635.812500 Penalty: 2952.994385
	Iteration 33Q: 3 clusters Score -722635.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -722638.062500 Penalty: 2952.994385
	Iteration 34Q: 3 clusters Score -722638.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -722641.625000 Penalty: 2952.994385
	Iteration 35Q: 3 clusters Score -722641.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -722644.250000 Penalty: 2952.994385
	Iteration 36Q: 3 clusters Score -722644.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -722649.437500 Penalty: 2952.994385
	Iteration 37Q: 3 clusters Score -722649.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -722655.312500 Penalty: 2952.994385
	Iteration 38Q: 3 clusters Score -722655.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -722659.937500 Penalty: 2952.994385
	Iteration 39Q: 3 clusters Score -722659.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -722662.187500 Penalty: 2952.994385
	Iteration 40F: 3 clusters Score -722662.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -722663.187500 Penalty: 2952.994385
	Iteration 41Q: 3 clusters Score -722663.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -722666.875000 Penalty: 2952.994385
	Iteration 42Q: 3 clusters Score -722666.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -722669.375000 Penalty: 2952.994385
	Iteration 43Q: 3 clusters Score -722669.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -722667.875000 Penalty: 2952.994385
	Iteration 44Q: 3 clusters Score -722667.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -722669.312500 Penalty: 2952.994385
	Iteration 45Q: 3 clusters Score -722669.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -722669.562500 Penalty: 2952.994385
	Iteration 46Q: 3 clusters Score -722669.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -722669.312500 Penalty: 2952.994385
	Iteration 47Q: 3 clusters Score -722669.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -722670.875000 Penalty: 2952.994385
	Iteration 48Q: 3 clusters Score -722670.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -722671.437500 Penalty: 2952.994385
	Iteration 49Q: 3 clusters Score -722671.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -722671.312500 Penalty: 2952.994385
	Iteration 50Q: 3 clusters Score -722671.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -722672.000000 Penalty: 2952.994385
	Iteration 51Q: 3 clusters Score -722672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -722672.000000 Penalty: 2952.994385
	Iteration 52F: 3 clusters Score -722672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Entering Unmasked Estep 
Score: -147003.187500 Penalty: 1214.096558
	Iteration 0F: 2 clusters Score -147003.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -145079.343750 Penalty: 2428.193115
	Iteration 0F: 3 clusters Score -145079.3 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -145712.562500 Penalty: 2428.193115
	Iteration 1F: 3 clusters Score -145712.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -146306.875000 Penalty: 2428.193115
	Iteration 2F: 3 clusters Score -146306.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -146625.343750 Penalty: 2428.193115
	Iteration 3F: 3 clusters Score -146625.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -146867.250000 Penalty: 2428.193115
	Iteration 4F: 3 clusters Score -146867.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -147081.109375 Penalty: 2428.193115
	Iteration 5Q: 3 clusters Score -147081.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -147233.765625 Penalty: 2428.193115
	Iteration 6Q: 3 clusters Score -147233.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -147319.859375 Penalty: 2428.193115
	Iteration 7Q: 3 clusters Score -147319.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -147381.625000 Penalty: 2428.193115
	Iteration 8Q: 3 clusters Score -147381.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -147442.218750 Penalty: 2428.193115
	Iteration 9Q: 3 clusters Score -147442.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -147477.421875 Penalty: 2428.193115
	Iteration 10Q: 3 clusters Score -147477.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -147504.421875 Penalty: 2428.193115
	Iteration 11Q: 3 clusters Score -147504.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -147532.921875 Penalty: 2428.193115
	Iteration 12Q: 3 clusters Score -147532.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -147552.812500 Penalty: 2428.193115
	Iteration 13Q: 3 clusters Score -147552.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -147556.750000 Penalty: 2428.193115
	Iteration 14Q: 3 clusters Score -147556.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -147560.140625 Penalty: 2428.193115
	Iteration 15Q: 3 clusters Score -147560.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -147562.515625 Penalty: 2428.193115
	Iteration 16Q: 3 clusters Score -147562.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -147566.015625 Penalty: 2428.193115
	Iteration 17Q: 3 clusters Score -147566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -147567.968750 Penalty: 2428.193115
	Iteration 18Q: 3 clusters Score -147568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -147571.546875 Penalty: 2428.193115
	Iteration 19Q: 3 clusters Score -147571.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -147572.812500 Penalty: 2428.193115
	Iteration 20F: 3 clusters Score -147572.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -147574.734375 Penalty: 2428.193115
	Iteration 21Q: 3 clusters Score -147574.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -147578.859375 Penalty: 2428.193115
	Iteration 22Q: 3 clusters Score -147578.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -147584.171875 Penalty: 2428.193115
	Iteration 23Q: 3 clusters Score -147584.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -147586.984375 Penalty: 2428.193115
	Iteration 24Q: 3 clusters Score -147587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -147587.734375 Penalty: 2428.193115
	Iteration 25Q: 3 clusters Score -147587.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -147587.875000 Penalty: 2428.193115
	Iteration 26Q: 3 clusters Score -147587.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -147588.250000 Penalty: 2428.193115
	Iteration 27Q: 3 clusters Score -147588.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -147588.250000 Penalty: 2428.193115
	Iteration 28F: 3 clusters Score -147588.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63731 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 982 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1834 members 
Mstep: Class 9 contains 124160 members 
Mstep: Class 10 contains 10287 members 
Mstep: Class 11 contains 10000 members 
Mstep: Class 12 contains 60439 members 
Mstep: Class 13 contains 25730 members 
Mstep: Class 14 contains 39050 members 
Mstep: Class 15 contains 60733 members 
Mstep: Class 16 contains 67886 members 
Mstep: Class 17 contains 41270 members 
Mstep: Class 18 contains 5952 members 
Mstep: Class 19 contains 70322 members 
Mstep: Class 20 contains 19592 members 
Mstep: Class 21 contains 14340 members 
Mstep: Class 22 contains 2886 members 
Mstep: Class 23 contains 27723 members 
Mstep: Class 24 contains 1522 members 
Mstep: Class 25 contains 7240 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13263 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10960 members 
Mstep: Class 30 contains 73847 members 
Mstep: Class 31 contains 3179 members 
Mstep: Class 32 contains 1518 members 
Mstep: Class 33 contains 822 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 87024 members 
Mstep: Class 37 contains 3568 members 
Mstep: Class 38 contains 2890 members 
Mstep: Class 39 contains 1873 members 
Mstep: Class 40 contains 3043 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2723 members 
Mstep: Class 43 contains 1447 members 
Mstep: Class 44 contains 4211 members 
Mstep: Class 45 contains 7250 members 
Mstep: Class 46 contains 2108 members 
Mstep: Class 47 contains 775 members 
Entering Unmasked Estep 
Score: -84467736.000000 Penalty: 105190.875000
Splitting cluster 5 changes total score from -84468320.000000 to -84467736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Entering Unmasked Estep 
Score: -132069.781250 Penalty: 1197.047363
	Iteration 0F: 2 clusters Score -132069.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -130309.132812 Penalty: 2394.094727
	Iteration 0F: 3 clusters Score -130309.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -130790.273438 Penalty: 2394.094727
	Iteration 1F: 3 clusters Score -130790.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -130953.257812 Penalty: 2394.094727
	Iteration 2F: 3 clusters Score -130953.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -131038.906250 Penalty: 2394.094727
	Iteration 3F: 3 clusters Score -131038.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -131102.484375 Penalty: 2394.094727
	Iteration 4Q: 3 clusters Score -131102.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -131146.171875 Penalty: 2394.094727
	Iteration 5Q: 3 clusters Score -131146.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -131180.203125 Penalty: 2394.094727
	Iteration 6Q: 3 clusters Score -131180.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -131207.812500 Penalty: 2394.094727
	Iteration 7Q: 3 clusters Score -131207.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -131253.265625 Penalty: 2394.094727
	Iteration 8Q: 3 clusters Score -131253.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -131284.796875 Penalty: 2394.094727
	Iteration 9Q: 3 clusters Score -131284.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -131324.843750 Penalty: 2394.094727
	Iteration 10Q: 3 clusters Score -131324.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -131364.109375 Penalty: 2394.094727
	Iteration 11Q: 3 clusters Score -131364.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -131389.750000 Penalty: 2394.094727
	Iteration 12Q: 3 clusters Score -131389.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -131407.546875 Penalty: 2394.094727
	Iteration 13Q: 3 clusters Score -131407.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -131418.062500 Penalty: 2394.094727
	Iteration 14Q: 3 clusters Score -131418.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -131423.953125 Penalty: 2394.094727
	Iteration 15Q: 3 clusters Score -131424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -131433.406250 Penalty: 2394.094727
	Iteration 16Q: 3 clusters Score -131433.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -131438.187500 Penalty: 2394.094727
	Iteration 17Q: 3 clusters Score -131438.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -131439.453125 Penalty: 2394.094727
	Iteration 18Q: 3 clusters Score -131439.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -131441.437500 Penalty: 2394.094727
	Iteration 19Q: 3 clusters Score -131441.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -131444.781250 Penalty: 2394.094727
	Iteration 20F: 3 clusters Score -131444.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -131445.156250 Penalty: 2394.094727
	Iteration 21Q: 3 clusters Score -131445.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -131445.156250 Penalty: 2394.094727
	Iteration 22F: 3 clusters Score -131445.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (52323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52323 members 
Entering Unmasked Estep 
Score: -4683373.500000 Penalty: 1765.593628
	Iteration 0F: 2 clusters Score -4683374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -4648261.500000 Penalty: 3531.187256
	Iteration 0F: 3 clusters Score -4648262 nChanged 24689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -4662259.000000 Penalty: 3531.187256
	Iteration 1F: 3 clusters Score -4662259 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -4663056.000000 Penalty: 3531.187256
	Iteration 2Q: 3 clusters Score -4663056 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -4664009.500000 Penalty: 3531.187256
	Iteration 3Q: 3 clusters Score -4664010 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -4665347.000000 Penalty: 3531.187256
	Iteration 4Q: 3 clusters Score -4665347 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -4667217.500000 Penalty: 3531.187256
	Iteration 5F: 3 clusters Score -4667218 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -4669597.000000 Penalty: 3531.187256
	Iteration 6F: 3 clusters Score -4669597 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -4672410.500000 Penalty: 3531.187256
	Iteration 7F: 3 clusters Score -4672410 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -4675045.000000 Penalty: 3531.187256
	Iteration 8F: 3 clusters Score -4675045 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -4677144.500000 Penalty: 3531.187256
	Iteration 9F: 3 clusters Score -4677144 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 42797 members 
Entering Unmasked Estep 
Score: -4678579.000000 Penalty: 3531.187256
	Iteration 10Q: 3 clusters Score -4678579 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
Score: -4679552.500000 Penalty: 3531.187256
	Iteration 11Q: 3 clusters Score -4679552 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -4680333.500000 Penalty: 3531.187256
	Iteration 12Q: 3 clusters Score -4680334 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 45896 members 
Entering Unmasked Estep 
Score: -4680936.500000 Penalty: 3531.187256
	Iteration 13Q: 3 clusters Score -4680936 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 46604 members 
Entering Unmasked Estep 
Score: -4681352.500000 Penalty: 3531.187256
	Iteration 14Q: 3 clusters Score -4681352 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 47192 members 
Entering Unmasked Estep 
Score: -4681706.500000 Penalty: 3531.187256
	Iteration 15Q: 3 clusters Score -4681706 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 47695 members 
Entering Unmasked Estep 
Score: -4681982.000000 Penalty: 3531.187256
	Iteration 16Q: 3 clusters Score -4681982 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 48115 members 
Entering Unmasked Estep 
Score: -4682200.000000 Penalty: 3531.187256
	Iteration 17Q: 3 clusters Score -4682200 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 48449 members 
Entering Unmasked Estep 
Score: -4682342.500000 Penalty: 3531.187256
	Iteration 18Q: 3 clusters Score -4682342 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 48720 members 
Entering Unmasked Estep 
Score: -4682485.500000 Penalty: 3531.187256
	Iteration 19Q: 3 clusters Score -4682486 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
Score: -4682621.000000 Penalty: 3531.187256
	Iteration 20F: 3 clusters Score -4682621 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 49194 members 
Entering Unmasked Estep 
Score: -4682757.000000 Penalty: 3531.187256
	Iteration 21Q: 3 clusters Score -4682757 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 49386 members 
Entering Unmasked Estep 
Score: -4682904.000000 Penalty: 3531.187256
	Iteration 22Q: 3 clusters Score -4682904 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 49523 members 
Entering Unmasked Estep 
Score: -4683016.000000 Penalty: 3531.187256
	Iteration 23Q: 3 clusters Score -4683016 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 49637 members 
Entering Unmasked Estep 
Score: -4683106.500000 Penalty: 3531.187256
	Iteration 24Q: 3 clusters Score -4683106 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 49732 members 
Entering Unmasked Estep 
Score: -4683152.000000 Penalty: 3531.187256
	Iteration 25Q: 3 clusters Score -4683152 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 49811 members 
Entering Unmasked Estep 
Score: -4683172.500000 Penalty: 3531.187256
	Iteration 26Q: 3 clusters Score -4683172 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 49859 members 
Entering Unmasked Estep 
Score: -4683171.500000 Penalty: 3531.187256
	Iteration 27Q: 3 clusters Score -4683172 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
Score: -4683183.500000 Penalty: 3531.187256
	Iteration 28Q: 3 clusters Score -4683184 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 49927 members 
Entering Unmasked Estep 
Score: -4683189.500000 Penalty: 3531.187256
	Iteration 29Q: 3 clusters Score -4683190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 49951 members 
Entering Unmasked Estep 
Score: -4683194.500000 Penalty: 3531.187256
	Iteration 30Q: 3 clusters Score -4683194 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 49980 members 
Entering Unmasked Estep 
Score: -4683185.000000 Penalty: 3531.187256
	Iteration 31Q: 3 clusters Score -4683185 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 49998 members 
Entering Unmasked Estep 
Score: -4683191.000000 Penalty: 3531.187256
	Iteration 32Q: 3 clusters Score -4683191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 50005 members 
Entering Unmasked Estep 
Score: -4683195.500000 Penalty: 3531.187256
	Iteration 33Q: 3 clusters Score -4683196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 50008 members 
Entering Unmasked Estep 
Score: -4683193.000000 Penalty: 3531.187256
	Iteration 34Q: 3 clusters Score -4683193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 50011 members 
Entering Unmasked Estep 
Score: -4683196.500000 Penalty: 3531.187256
	Iteration 35Q: 3 clusters Score -4683196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 50013 members 
Entering Unmasked Estep 
Score: -4683199.500000 Penalty: 3531.187256
	Iteration 36Q: 3 clusters Score -4683200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -4683197.000000 Penalty: 3531.187256
	Iteration 37Q: 3 clusters Score -4683197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -4683197.000000 Penalty: 3531.187256
	Iteration 38F: 3 clusters Score -4683197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Entering Unmasked Estep 
Score: -157834.453125 Penalty: 1221.066406
	Iteration 0F: 2 clusters Score -157834.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -155857.234375 Penalty: 2442.132812
	Iteration 0F: 3 clusters Score -155857.2 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -156273.609375 Penalty: 2442.132812
	Iteration 1F: 3 clusters Score -156273.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -156417.984375 Penalty: 2442.132812
	Iteration 2F: 3 clusters Score -156418 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -156554.796875 Penalty: 2442.132812
	Iteration 3F: 3 clusters Score -156554.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -156670.156250 Penalty: 2442.132812
	Iteration 4Q: 3 clusters Score -156670.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -156760.375000 Penalty: 2442.132812
	Iteration 5Q: 3 clusters Score -156760.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -156865.625000 Penalty: 2442.132812
	Iteration 6Q: 3 clusters Score -156865.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -156994.906250 Penalty: 2442.132812
	Iteration 7Q: 3 clusters Score -156994.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -157126.187500 Penalty: 2442.132812
	Iteration 8Q: 3 clusters Score -157126.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -157232.234375 Penalty: 2442.132812
	Iteration 9Q: 3 clusters Score -157232.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -157312.250000 Penalty: 2442.132812
	Iteration 10Q: 3 clusters Score -157312.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -157379.203125 Penalty: 2442.132812
	Iteration 11Q: 3 clusters Score -157379.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -157429.375000 Penalty: 2442.132812
	Iteration 12Q: 3 clusters Score -157429.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -157462.703125 Penalty: 2442.132812
	Iteration 13Q: 3 clusters Score -157462.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -157471.968750 Penalty: 2442.132812
	Iteration 14Q: 3 clusters Score -157472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -157478.796875 Penalty: 2442.132812
	Iteration 15Q: 3 clusters Score -157478.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -157482.671875 Penalty: 2442.132812
	Iteration 16Q: 3 clusters Score -157482.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -157484.875000 Penalty: 2442.132812
	Iteration 17Q: 3 clusters Score -157484.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -157485.609375 Penalty: 2442.132812
	Iteration 18Q: 3 clusters Score -157485.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -157486.437500 Penalty: 2442.132812
	Iteration 19Q: 3 clusters Score -157486.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -157486.890625 Penalty: 2442.132812
	Iteration 20F: 3 clusters Score -157486.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (124160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124160 members 
Entering Unmasked Estep 
Score: -11774096.000000 Penalty: 1906.015503
	Iteration 0F: 2 clusters Score -1.17741e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61877 members 
Mstep: Class 2 contains 62283 members 
Entering Unmasked Estep 
Score: -11690426.000000 Penalty: 3812.031006
	Iteration 0F: 3 clusters Score -1.169043e+07 nChanged 59748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55943 members 
Mstep: Class 2 contains 68217 members 
Entering Unmasked Estep 
Score: -11727254.000000 Penalty: 3812.031006
	Iteration 1F: 3 clusters Score -1.172725e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52155 members 
Mstep: Class 2 contains 72005 members 
Entering Unmasked Estep 
Score: -11729435.000000 Penalty: 3812.031006
	Iteration 2Q: 3 clusters Score -1.172944e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 77469 members 
Entering Unmasked Estep 
Score: -11733278.000000 Penalty: 3812.031006
	Iteration 3F: 3 clusters Score -1.173328e+07 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 84530 members 
Entering Unmasked Estep 
Score: -11738961.000000 Penalty: 3812.031006
	Iteration 4F: 3 clusters Score -1.173896e+07 nChanged 9479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 92623 members 
Entering Unmasked Estep 
Score: -11745982.000000 Penalty: 3812.031006
	Iteration 5F: 3 clusters Score -1.174598e+07 nChanged 8828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 100545 members 
Entering Unmasked Estep 
Score: -11753007.000000 Penalty: 3812.031006
	Iteration 6F: 3 clusters Score -1.175301e+07 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 107179 members 
Entering Unmasked Estep 
Score: -11759047.000000 Penalty: 3812.031006
	Iteration 7F: 3 clusters Score -1.175905e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 111975 members 
Entering Unmasked Estep 
Score: -11763830.000000 Penalty: 3812.031006
	Iteration 8Q: 3 clusters Score -1.176383e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 114985 members 
Entering Unmasked Estep 
Score: -11767147.000000 Penalty: 3812.031006
	Iteration 9Q: 3 clusters Score -1.176715e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 116443 members 
Entering Unmasked Estep 
Score: -11768934.000000 Penalty: 3812.031006
	Iteration 10Q: 3 clusters Score -1.176893e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 117217 members 
Entering Unmasked Estep 
Score: -11769775.000000 Penalty: 3812.031006
	Iteration 11Q: 3 clusters Score -1.176978e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 117748 members 
Entering Unmasked Estep 
Score: -11770128.000000 Penalty: 3812.031006
	Iteration 12Q: 3 clusters Score -1.177013e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 118228 members 
Entering Unmasked Estep 
Score: -11770371.000000 Penalty: 3812.031006
	Iteration 13Q: 3 clusters Score -1.177037e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 118671 members 
Entering Unmasked Estep 
Score: -11770556.000000 Penalty: 3812.031006
	Iteration 14Q: 3 clusters Score -1.177056e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 119120 members 
Entering Unmasked Estep 
Score: -11770717.000000 Penalty: 3812.031006
	Iteration 15Q: 3 clusters Score -1.177072e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 119548 members 
Entering Unmasked Estep 
Score: -11770881.000000 Penalty: 3812.031006
	Iteration 16Q: 3 clusters Score -1.177088e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 119949 members 
Entering Unmasked Estep 
Score: -11771012.000000 Penalty: 3812.031006
	Iteration 17Q: 3 clusters Score -1.177101e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 120324 members 
Entering Unmasked Estep 
Score: -11771093.000000 Penalty: 3812.031006
	Iteration 18Q: 3 clusters Score -1.177109e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 120669 members 
Entering Unmasked Estep 
Score: -11771183.000000 Penalty: 3812.031006
	Iteration 19Q: 3 clusters Score -1.177118e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 121019 members 
Entering Unmasked Estep 
Score: -11771305.000000 Penalty: 3812.031006
	Iteration 20F: 3 clusters Score -1.17713e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 121335 members 
Entering Unmasked Estep 
Score: -11771441.000000 Penalty: 3812.031006
	Iteration 21Q: 3 clusters Score -1.177144e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 121631 members 
Entering Unmasked Estep 
Score: -11771586.000000 Penalty: 3812.031006
	Iteration 22Q: 3 clusters Score -1.177159e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 121912 members 
Entering Unmasked Estep 
Score: -11771691.000000 Penalty: 3812.031006
	Iteration 23Q: 3 clusters Score -1.177169e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 122171 members 
Entering Unmasked Estep 
Score: -11771817.000000 Penalty: 3812.031006
	Iteration 24Q: 3 clusters Score -1.177182e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 122378 members 
Entering Unmasked Estep 
Score: -11771942.000000 Penalty: 3812.031006
	Iteration 25Q: 3 clusters Score -1.177194e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 122566 members 
Entering Unmasked Estep 
Score: -11772003.000000 Penalty: 3812.031006
	Iteration 26Q: 3 clusters Score -1.1772e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 122739 members 
Entering Unmasked Estep 
Score: -11772061.000000 Penalty: 3812.031006
	Iteration 27Q: 3 clusters Score -1.177206e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 122885 members 
Entering Unmasked Estep 
Score: -11772105.000000 Penalty: 3812.031006
	Iteration 28Q: 3 clusters Score -1.17721e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 123002 members 
Entering Unmasked Estep 
Score: -11772137.000000 Penalty: 3812.031006
	Iteration 29Q: 3 clusters Score -1.177214e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 123085 members 
Entering Unmasked Estep 
Score: -11772201.000000 Penalty: 3812.031006
	Iteration 30Q: 3 clusters Score -1.17722e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 123172 members 
Entering Unmasked Estep 
Score: -11772220.000000 Penalty: 3812.031006
	Iteration 31Q: 3 clusters Score -1.177222e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 123242 members 
Entering Unmasked Estep 
Score: -11772257.000000 Penalty: 3812.031006
	Iteration 32Q: 3 clusters Score -1.177226e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 123305 members 
Entering Unmasked Estep 
Score: -11772266.000000 Penalty: 3812.031006
	Iteration 33Q: 3 clusters Score -1.177227e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 123346 members 
Entering Unmasked Estep 
Score: -11772283.000000 Penalty: 3812.031006
	Iteration 34Q: 3 clusters Score -1.177228e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 123384 members 
Entering Unmasked Estep 
Score: -11772308.000000 Penalty: 3812.031006
	Iteration 35Q: 3 clusters Score -1.177231e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 123427 members 
Entering Unmasked Estep 
Score: -11772347.000000 Penalty: 3812.031006
	Iteration 36Q: 3 clusters Score -1.177235e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 123460 members 
Entering Unmasked Estep 
Score: -11772351.000000 Penalty: 3812.031006
	Iteration 37Q: 3 clusters Score -1.177235e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 123490 members 
Entering Unmasked Estep 
Score: -11772386.000000 Penalty: 3812.031006
	Iteration 38Q: 3 clusters Score -1.177239e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 123512 members 
Entering Unmasked Estep 
Score: -11772408.000000 Penalty: 3812.031006
	Iteration 39Q: 3 clusters Score -1.177241e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 123533 members 
Entering Unmasked Estep 
Score: -11772414.000000 Penalty: 3812.031006
	Iteration 40F: 3 clusters Score -1.177241e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 123538 members 
Entering Unmasked Estep 
Score: -11772420.000000 Penalty: 3812.031006
	Iteration 41Q: 3 clusters Score -1.177242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 123543 members 
Entering Unmasked Estep 
Score: -11772430.000000 Penalty: 3812.031006
	Iteration 42Q: 3 clusters Score -1.177243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 123550 members 
Entering Unmasked Estep 
Score: -11772436.000000 Penalty: 3812.031006
	Iteration 43Q: 3 clusters Score -1.177244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 123554 members 
Entering Unmasked Estep 
Score: -11772446.000000 Penalty: 3812.031006
	Iteration 44Q: 3 clusters Score -1.177245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 123556 members 
Entering Unmasked Estep 
Score: -11772453.000000 Penalty: 3812.031006
	Iteration 45Q: 3 clusters Score -1.177245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 123563 members 
Entering Unmasked Estep 
Score: -11772457.000000 Penalty: 3812.031006
	Iteration 46Q: 3 clusters Score -1.177246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 123569 members 
Entering Unmasked Estep 
Score: -11772453.000000 Penalty: 3812.031006
	Iteration 47Q: 3 clusters Score -1.177245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 123571 members 
Entering Unmasked Estep 
Score: -11772450.000000 Penalty: 3812.031006
	Iteration 48Q: 3 clusters Score -1.177245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 123572 members 
Entering Unmasked Estep 
Score: -11772453.000000 Penalty: 3812.031006
	Iteration 49Q: 3 clusters Score -1.177245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 123573 members 
Entering Unmasked Estep 
Score: -11772449.000000 Penalty: 3812.031006
	Iteration 50Q: 3 clusters Score -1.177245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 123575 members 
Entering Unmasked Estep 
Score: -11772446.000000 Penalty: 3812.031006
	Iteration 51Q: 3 clusters Score -1.177245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 123576 members 
Entering Unmasked Estep 
Score: -11772453.000000 Penalty: 3812.031006
	Iteration 52Q: 3 clusters Score -1.177245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 123577 members 
Entering Unmasked Estep 
Score: -11772451.000000 Penalty: 3812.031006
	Iteration 53Q: 3 clusters Score -1.177245e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 123577 members 
Entering Unmasked Estep 
Score: -11772451.000000 Penalty: 3812.031006
	Iteration 54F: 3 clusters Score -1.177245e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Entering Unmasked Estep 
Score: -944064.000000 Penalty: 1501.278320
	Iteration 0F: 2 clusters Score -944064 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 5140 members 
Entering Unmasked Estep 
Score: -936640.687500 Penalty: 3002.556641
	Iteration 0F: 3 clusters Score -936640.7 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -939082.312500 Penalty: 3002.556641
	Iteration 1F: 3 clusters Score -939082.3 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -939316.125000 Penalty: 3002.556641
	Iteration 2F: 3 clusters Score -939316.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -939488.250000 Penalty: 3002.556641
	Iteration 3Q: 3 clusters Score -939488.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -939629.625000 Penalty: 3002.556641
	Iteration 4Q: 3 clusters Score -939629.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -939748.750000 Penalty: 3002.556641
	Iteration 5Q: 3 clusters Score -939748.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -939838.625000 Penalty: 3002.556641
	Iteration 6Q: 3 clusters Score -939838.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -939943.875000 Penalty: 3002.556641
	Iteration 7Q: 3 clusters Score -939943.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -940073.562500 Penalty: 3002.556641
	Iteration 8Q: 3 clusters Score -940073.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -940227.562500 Penalty: 3002.556641
	Iteration 9Q: 3 clusters Score -940227.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -940409.875000 Penalty: 3002.556641
	Iteration 10Q: 3 clusters Score -940409.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -940630.187500 Penalty: 3002.556641
	Iteration 11Q: 3 clusters Score -940630.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -940902.437500 Penalty: 3002.556641
	Iteration 12Q: 3 clusters Score -940902.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -941240.750000 Penalty: 3002.556641
	Iteration 13Q: 3 clusters Score -941240.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -941588.062500 Penalty: 3002.556641
	Iteration 14Q: 3 clusters Score -941588.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -941905.750000 Penalty: 3002.556641
	Iteration 15Q: 3 clusters Score -941905.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -942138.750000 Penalty: 3002.556641
	Iteration 16Q: 3 clusters Score -942138.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -942325.500000 Penalty: 3002.556641
	Iteration 17Q: 3 clusters Score -942325.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -942467.312500 Penalty: 3002.556641
	Iteration 18Q: 3 clusters Score -942467.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -942584.937500 Penalty: 3002.556641
	Iteration 19Q: 3 clusters Score -942584.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -942663.562500 Penalty: 3002.556641
	Iteration 20F: 3 clusters Score -942663.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -942719.437500 Penalty: 3002.556641
	Iteration 21Q: 3 clusters Score -942719.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -942758.625000 Penalty: 3002.556641
	Iteration 22Q: 3 clusters Score -942758.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -942776.125000 Penalty: 3002.556641
	Iteration 23Q: 3 clusters Score -942776.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -942796.375000 Penalty: 3002.556641
	Iteration 24Q: 3 clusters Score -942796.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -942809.625000 Penalty: 3002.556641
	Iteration 25Q: 3 clusters Score -942809.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -942815.687500 Penalty: 3002.556641
	Iteration 26Q: 3 clusters Score -942815.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -942824.250000 Penalty: 3002.556641
	Iteration 27Q: 3 clusters Score -942824.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -942832.250000 Penalty: 3002.556641
	Iteration 28Q: 3 clusters Score -942832.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -942837.062500 Penalty: 3002.556641
	Iteration 29Q: 3 clusters Score -942837.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -942842.000000 Penalty: 3002.556641
	Iteration 30Q: 3 clusters Score -942842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -942845.750000 Penalty: 3002.556641
	Iteration 31Q: 3 clusters Score -942845.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -942850.000000 Penalty: 3002.556641
	Iteration 32Q: 3 clusters Score -942850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -942854.750000 Penalty: 3002.556641
	Iteration 33Q: 3 clusters Score -942854.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -942855.625000 Penalty: 3002.556641
	Iteration 34Q: 3 clusters Score -942855.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -942856.125000 Penalty: 3002.556641
	Iteration 35Q: 3 clusters Score -942856.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -942856.250000 Penalty: 3002.556641
	Iteration 36Q: 3 clusters Score -942856.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -942856.250000 Penalty: 3002.556641
	Iteration 37F: 3 clusters Score -942856.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Entering Unmasked Estep 
Score: -888866.937500 Penalty: 1496.680298
	Iteration 0F: 2 clusters Score -888866.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -881651.562500 Penalty: 2993.360596
	Iteration 0F: 3 clusters Score -881651.6 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -884049.875000 Penalty: 2993.360596
	Iteration 1F: 3 clusters Score -884049.9 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -884423.437500 Penalty: 2993.360596
	Iteration 2F: 3 clusters Score -884423.4 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -884835.312500 Penalty: 2993.360596
	Iteration 3F: 3 clusters Score -884835.3 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -885286.437500 Penalty: 2993.360596
	Iteration 4F: 3 clusters Score -885286.4 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -885780.187500 Penalty: 2993.360596
	Iteration 5F: 3 clusters Score -885780.2 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -886246.000000 Penalty: 2993.360596
	Iteration 6F: 3 clusters Score -886246 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -886627.750000 Penalty: 2993.360596
	Iteration 7F: 3 clusters Score -886627.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -886969.500000 Penalty: 2993.360596
	Iteration 8Q: 3 clusters Score -886969.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -887305.500000 Penalty: 2993.360596
	Iteration 9Q: 3 clusters Score -887305.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -887620.687500 Penalty: 2993.360596
	Iteration 10Q: 3 clusters Score -887620.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -887866.062500 Penalty: 2993.360596
	Iteration 11Q: 3 clusters Score -887866.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -888018.562500 Penalty: 2993.360596
	Iteration 12Q: 3 clusters Score -888018.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -888098.562500 Penalty: 2993.360596
	Iteration 13Q: 3 clusters Score -888098.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -888138.312500 Penalty: 2993.360596
	Iteration 14Q: 3 clusters Score -888138.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -888160.937500 Penalty: 2993.360596
	Iteration 15Q: 3 clusters Score -888160.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -888176.562500 Penalty: 2993.360596
	Iteration 16Q: 3 clusters Score -888176.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -888185.437500 Penalty: 2993.360596
	Iteration 17Q: 3 clusters Score -888185.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -888190.187500 Penalty: 2993.360596
	Iteration 18Q: 3 clusters Score -888190.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -888194.500000 Penalty: 2993.360596
	Iteration 19Q: 3 clusters Score -888194.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -888196.875000 Penalty: 2993.360596
	Iteration 20F: 3 clusters Score -888196.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -888198.062500 Penalty: 2993.360596
	Iteration 21Q: 3 clusters Score -888198.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -888199.500000 Penalty: 2993.360596
	Iteration 22Q: 3 clusters Score -888199.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -888199.062500 Penalty: 2993.360596
	Iteration 23Q: 3 clusters Score -888199.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -888199.312500 Penalty: 2993.360596
	Iteration 24Q: 3 clusters Score -888199.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -888202.125000 Penalty: 2993.360596
	Iteration 25Q: 3 clusters Score -888202.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -888205.000000 Penalty: 2993.360596
	Iteration 26Q: 3 clusters Score -888205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -888208.187500 Penalty: 2993.360596
	Iteration 27Q: 3 clusters Score -888208.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -888207.812500 Penalty: 2993.360596
	Iteration 28Q: 3 clusters Score -888207.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -888207.500000 Penalty: 2993.360596
	Iteration 29Q: 3 clusters Score -888207.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -888209.125000 Penalty: 2993.360596
	Iteration 30Q: 3 clusters Score -888209.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -888209.125000 Penalty: 2993.360596
	Iteration 31F: 3 clusters Score -888209.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (60439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60439 members 
Entering Unmasked Estep 
Score: -5560780.500000 Penalty: 1789.025879
	Iteration 0F: 2 clusters Score -5560780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -5520332.000000 Penalty: 3578.051758
	Iteration 0F: 3 clusters Score -5520332 nChanged 28573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -5537193.000000 Penalty: 3578.051758
	Iteration 1F: 3 clusters Score -5537193 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -5538260.000000 Penalty: 3578.051758
	Iteration 2Q: 3 clusters Score -5538260 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -5540177.500000 Penalty: 3578.051758
	Iteration 3F: 3 clusters Score -5540178 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -5543241.500000 Penalty: 3578.051758
	Iteration 4F: 3 clusters Score -5543242 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 48226 members 
Entering Unmasked Estep 
Score: -5547596.000000 Penalty: 3578.051758
	Iteration 5F: 3 clusters Score -5547596 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 53160 members 
Entering Unmasked Estep 
Score: -5552296.500000 Penalty: 3578.051758
	Iteration 6F: 3 clusters Score -5552296 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 56761 members 
Entering Unmasked Estep 
Score: -5555844.000000 Penalty: 3578.051758
	Iteration 7F: 3 clusters Score -5555844 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 58802 members 
Entering Unmasked Estep 
Score: -5557806.500000 Penalty: 3578.051758
	Iteration 8Q: 3 clusters Score -5557806 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 59689 members 
Entering Unmasked Estep 
Score: -5558652.500000 Penalty: 3578.051758
	Iteration 9Q: 3 clusters Score -5558652 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 59999 members 
Entering Unmasked Estep 
Score: -5558982.000000 Penalty: 3578.051758
	Iteration 10Q: 3 clusters Score -5558982 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 60112 members 
Entering Unmasked Estep 
Score: -5559113.500000 Penalty: 3578.051758
	Iteration 11Q: 3 clusters Score -5559114 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 60154 members 
Entering Unmasked Estep 
Score: -5559177.500000 Penalty: 3578.051758
	Iteration 12Q: 3 clusters Score -5559178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 60177 members 
Entering Unmasked Estep 
Score: -5559216.500000 Penalty: 3578.051758
	Iteration 13Q: 3 clusters Score -5559216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 60191 members 
Entering Unmasked Estep 
Score: -5559238.000000 Penalty: 3578.051758
	Iteration 14Q: 3 clusters Score -5559238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 60202 members 
Entering Unmasked Estep 
Score: -5559257.000000 Penalty: 3578.051758
	Iteration 15Q: 3 clusters Score -5559257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 60212 members 
Entering Unmasked Estep 
Score: -5559274.000000 Penalty: 3578.051758
	Iteration 16Q: 3 clusters Score -5559274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 60218 members 
Entering Unmasked Estep 
Score: -5559278.500000 Penalty: 3578.051758
	Iteration 17Q: 3 clusters Score -5559278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 60222 members 
Entering Unmasked Estep 
Score: -5559285.500000 Penalty: 3578.051758
	Iteration 18Q: 3 clusters Score -5559286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 60227 members 
Entering Unmasked Estep 
Score: -5559289.500000 Penalty: 3578.051758
	Iteration 19Q: 3 clusters Score -5559290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 60233 members 
Entering Unmasked Estep 
Score: -5559299.500000 Penalty: 3578.051758
	Iteration 20F: 3 clusters Score -5559300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 60232 members 
Entering Unmasked Estep 
Score: -5559300.000000 Penalty: 3578.051758
	Iteration 21Q: 3 clusters Score -5559300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 60234 members 
Entering Unmasked Estep 
Score: -5559304.500000 Penalty: 3578.051758
	Iteration 22Q: 3 clusters Score -5559304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 60235 members 
Entering Unmasked Estep 
Score: -5559303.000000 Penalty: 3578.051758
	Iteration 23Q: 3 clusters Score -5559303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 60236 members 
Entering Unmasked Estep 
Score: -5559310.500000 Penalty: 3578.051758
	Iteration 24Q: 3 clusters Score -5559310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 60236 members 
Entering Unmasked Estep 
Score: -5559310.500000 Penalty: 3578.051758
	Iteration 25F: 3 clusters Score -5559310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (25730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Entering Unmasked Estep 
Score: -2386728.500000 Penalty: 1650.254517
	Iteration 0F: 2 clusters Score -2386728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2369357.250000 Penalty: 3300.509033
	Iteration 0F: 3 clusters Score -2369357 nChanged 11658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -2375974.750000 Penalty: 3300.509033
	Iteration 1F: 3 clusters Score -2375975 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2376397.750000 Penalty: 3300.509033
	Iteration 2Q: 3 clusters Score -2376398 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2376734.250000 Penalty: 3300.509033
	Iteration 3Q: 3 clusters Score -2376734 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2377094.750000 Penalty: 3300.509033
	Iteration 4Q: 3 clusters Score -2377095 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2377482.750000 Penalty: 3300.509033
	Iteration 5Q: 3 clusters Score -2377483 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -2377957.750000 Penalty: 3300.509033
	Iteration 6Q: 3 clusters Score -2377958 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2378583.500000 Penalty: 3300.509033
	Iteration 7Q: 3 clusters Score -2378584 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -2379358.500000 Penalty: 3300.509033
	Iteration 8Q: 3 clusters Score -2379358 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -2380290.250000 Penalty: 3300.509033
	Iteration 9Q: 3 clusters Score -2380290 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2381212.500000 Penalty: 3300.509033
	Iteration 10Q: 3 clusters Score -2381212 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2381877.250000 Penalty: 3300.509033
	Iteration 11Q: 3 clusters Score -2381877 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -2382317.250000 Penalty: 3300.509033
	Iteration 12Q: 3 clusters Score -2382317 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -2382616.750000 Penalty: 3300.509033
	Iteration 13Q: 3 clusters Score -2382617 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -2382855.750000 Penalty: 3300.509033
	Iteration 14Q: 3 clusters Score -2382856 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -2383073.750000 Penalty: 3300.509033
	Iteration 15Q: 3 clusters Score -2383074 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -2383268.250000 Penalty: 3300.509033
	Iteration 16Q: 3 clusters Score -2383268 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -2383457.250000 Penalty: 3300.509033
	Iteration 17Q: 3 clusters Score -2383457 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -2383635.750000 Penalty: 3300.509033
	Iteration 18Q: 3 clusters Score -2383636 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -2383823.250000 Penalty: 3300.509033
	Iteration 19Q: 3 clusters Score -2383823 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -2383966.750000 Penalty: 3300.509033
	Iteration 20F: 3 clusters Score -2383967 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -2384109.000000 Penalty: 3300.509033
	Iteration 21Q: 3 clusters Score -2384109 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -2384245.500000 Penalty: 3300.509033
	Iteration 22Q: 3 clusters Score -2384246 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -2384402.500000 Penalty: 3300.509033
	Iteration 23Q: 3 clusters Score -2384402 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -2384533.750000 Penalty: 3300.509033
	Iteration 24Q: 3 clusters Score -2384534 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -2384651.000000 Penalty: 3300.509033
	Iteration 25Q: 3 clusters Score -2384651 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -2384756.500000 Penalty: 3300.509033
	Iteration 26Q: 3 clusters Score -2384756 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -2384839.000000 Penalty: 3300.509033
	Iteration 27Q: 3 clusters Score -2384839 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -2384902.750000 Penalty: 3300.509033
	Iteration 28Q: 3 clusters Score -2384903 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -2384963.750000 Penalty: 3300.509033
	Iteration 29Q: 3 clusters Score -2384964 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -2385009.500000 Penalty: 3300.509033
	Iteration 30Q: 3 clusters Score -2385010 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -2385051.250000 Penalty: 3300.509033
	Iteration 31Q: 3 clusters Score -2385051 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -2385086.000000 Penalty: 3300.509033
	Iteration 32Q: 3 clusters Score -2385086 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -2385102.750000 Penalty: 3300.509033
	Iteration 33Q: 3 clusters Score -2385103 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -2385124.500000 Penalty: 3300.509033
	Iteration 34Q: 3 clusters Score -2385124 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -2385160.750000 Penalty: 3300.509033
	Iteration 35Q: 3 clusters Score -2385161 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -2385194.750000 Penalty: 3300.509033
	Iteration 36Q: 3 clusters Score -2385195 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -2385213.500000 Penalty: 3300.509033
	Iteration 37Q: 3 clusters Score -2385214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -2385233.500000 Penalty: 3300.509033
	Iteration 38Q: 3 clusters Score -2385234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -2385246.250000 Penalty: 3300.509033
	Iteration 39Q: 3 clusters Score -2385246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -2385254.500000 Penalty: 3300.509033
	Iteration 40F: 3 clusters Score -2385254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -2385256.250000 Penalty: 3300.509033
	Iteration 41Q: 3 clusters Score -2385256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -2385266.500000 Penalty: 3300.509033
	Iteration 42Q: 3 clusters Score -2385266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -2385272.000000 Penalty: 3300.509033
	Iteration 43Q: 3 clusters Score -2385272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -2385275.750000 Penalty: 3300.509033
	Iteration 44Q: 3 clusters Score -2385276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -2385275.500000 Penalty: 3300.509033
	Iteration 45Q: 3 clusters Score -2385276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -2385277.250000 Penalty: 3300.509033
	Iteration 46Q: 3 clusters Score -2385277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -2385284.250000 Penalty: 3300.509033
	Iteration 47Q: 3 clusters Score -2385284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -2385285.750000 Penalty: 3300.509033
	Iteration 48Q: 3 clusters Score -2385286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -2385293.250000 Penalty: 3300.509033
	Iteration 49Q: 3 clusters Score -2385293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -2385298.000000 Penalty: 3300.509033
	Iteration 50Q: 3 clusters Score -2385298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -2385305.500000 Penalty: 3300.509033
	Iteration 51Q: 3 clusters Score -2385306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -2385309.500000 Penalty: 3300.509033
	Iteration 52Q: 3 clusters Score -2385310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -2385315.750000 Penalty: 3300.509033
	Iteration 53Q: 3 clusters Score -2385316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -2385315.750000 Penalty: 3300.509033
	Iteration 54Q: 3 clusters Score -2385316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -2385318.250000 Penalty: 3300.509033
	Iteration 55Q: 3 clusters Score -2385318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -2385316.000000 Penalty: 3300.509033
	Iteration 56Q: 3 clusters Score -2385316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -2385320.500000 Penalty: 3300.509033
	Iteration 57Q: 3 clusters Score -2385320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -2385325.000000 Penalty: 3300.509033
	Iteration 58Q: 3 clusters Score -2385325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -2385327.500000 Penalty: 3300.509033
	Iteration 59Q: 3 clusters Score -2385328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -2385331.500000 Penalty: 3300.509033
	Iteration 60F: 3 clusters Score -2385332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -2385333.250000 Penalty: 3300.509033
	Iteration 61Q: 3 clusters Score -2385333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -2385335.000000 Penalty: 3300.509033
	Iteration 62Q: 3 clusters Score -2385335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -2385335.000000 Penalty: 3300.509033
	Iteration 63Q: 3 clusters Score -2385335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -2385342.250000 Penalty: 3300.509033
	Iteration 64Q: 3 clusters Score -2385342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -2385338.250000 Penalty: 3300.509033
	Iteration 65Q: 3 clusters Score -2385338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -2385338.250000 Penalty: 3300.509033
	Iteration 66F: 3 clusters Score -2385338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (39050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Entering Unmasked Estep 
Score: -3665126.250000 Penalty: 1718.047241
	Iteration 0F: 2 clusters Score -3665126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -3638811.500000 Penalty: 3436.094482
	Iteration 0F: 3 clusters Score -3638812 nChanged 18265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -3649359.250000 Penalty: 3436.094482
	Iteration 1F: 3 clusters Score -3649359 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -3650044.500000 Penalty: 3436.094482
	Iteration 2Q: 3 clusters Score -3650044 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -3651065.000000 Penalty: 3436.094482
	Iteration 3F: 3 clusters Score -3651065 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -3652694.000000 Penalty: 3436.094482
	Iteration 4F: 3 clusters Score -3652694 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -3655267.500000 Penalty: 3436.094482
	Iteration 5F: 3 clusters Score -3655268 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -3658298.500000 Penalty: 3436.094482
	Iteration 6F: 3 clusters Score -3658298 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -3660970.000000 Penalty: 3436.094482
	Iteration 7F: 3 clusters Score -3660970 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3662475.750000 Penalty: 3436.094482
	Iteration 8Q: 3 clusters Score -3662476 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3663091.750000 Penalty: 3436.094482
	Iteration 9Q: 3 clusters Score -3663092 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38613 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3663346.750000 Penalty: 3436.094482
	Iteration 10Q: 3 clusters Score -3663347 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3663491.250000 Penalty: 3436.094482
	Iteration 11Q: 3 clusters Score -3663491 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3663574.250000 Penalty: 3436.094482
	Iteration 12Q: 3 clusters Score -3663574 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3663617.750000 Penalty: 3436.094482
	Iteration 13Q: 3 clusters Score -3663618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3663640.500000 Penalty: 3436.094482
	Iteration 14Q: 3 clusters Score -3663640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3663648.000000 Penalty: 3436.094482
	Iteration 15Q: 3 clusters Score -3663648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3663655.250000 Penalty: 3436.094482
	Iteration 16Q: 3 clusters Score -3663655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3663665.500000 Penalty: 3436.094482
	Iteration 17Q: 3 clusters Score -3663666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3663673.250000 Penalty: 3436.094482
	Iteration 18Q: 3 clusters Score -3663673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3663684.000000 Penalty: 3436.094482
	Iteration 19Q: 3 clusters Score -3663684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -3663687.250000 Penalty: 3436.094482
	Iteration 20F: 3 clusters Score -3663687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -3663689.250000 Penalty: 3436.094482
	Iteration 21Q: 3 clusters Score -3663689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -3663689.000000 Penalty: 3436.094482
	Iteration 22Q: 3 clusters Score -3663689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -3663689.000000 Penalty: 3436.094482
	Iteration 23F: 3 clusters Score -3663689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (60733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60733 members 
Entering Unmasked Estep 
Score: -5567702.000000 Penalty: 1789.814331
	Iteration 0F: 2 clusters Score -5567702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -5527314.500000 Penalty: 3579.628662
	Iteration 0F: 3 clusters Score -5527314 nChanged 28519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -5543066.000000 Penalty: 3579.628662
	Iteration 1F: 3 clusters Score -5543066 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -5543513.500000 Penalty: 3579.628662
	Iteration 2Q: 3 clusters Score -5543514 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -5543994.000000 Penalty: 3579.628662
	Iteration 3Q: 3 clusters Score -5543994 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -5544668.000000 Penalty: 3579.628662
	Iteration 4Q: 3 clusters Score -5544668 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -5545618.000000 Penalty: 3579.628662
	Iteration 5Q: 3 clusters Score -5545618 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -5547038.500000 Penalty: 3579.628662
	Iteration 6F: 3 clusters Score -5547038 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -5549007.500000 Penalty: 3579.628662
	Iteration 7F: 3 clusters Score -5549008 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -5551724.000000 Penalty: 3579.628662
	Iteration 8F: 3 clusters Score -5551724 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46795 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -5554891.500000 Penalty: 3579.628662
	Iteration 9F: 3 clusters Score -5554892 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -5558070.000000 Penalty: 3579.628662
	Iteration 10F: 3 clusters Score -5558070 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54179 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -5560863.000000 Penalty: 3579.628662
	Iteration 11F: 3 clusters Score -5560863 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56794 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -5563137.500000 Penalty: 3579.628662
	Iteration 12Q: 3 clusters Score -5563138 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58499 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -5564565.500000 Penalty: 3579.628662
	Iteration 13Q: 3 clusters Score -5564566 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59417 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5565323.000000 Penalty: 3579.628662
	Iteration 14Q: 3 clusters Score -5565323 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59897 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5565701.500000 Penalty: 3579.628662
	Iteration 15Q: 3 clusters Score -5565702 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60128 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5565875.000000 Penalty: 3579.628662
	Iteration 16Q: 3 clusters Score -5565875 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60252 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5565976.500000 Penalty: 3579.628662
	Iteration 17Q: 3 clusters Score -5565976 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60323 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5566034.000000 Penalty: 3579.628662
	Iteration 18Q: 3 clusters Score -5566034 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60355 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5566065.500000 Penalty: 3579.628662
	Iteration 19Q: 3 clusters Score -5566066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60379 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5566086.000000 Penalty: 3579.628662
	Iteration 20F: 3 clusters Score -5566086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60398 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5566096.500000 Penalty: 3579.628662
	Iteration 21Q: 3 clusters Score -5566096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60409 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5566106.000000 Penalty: 3579.628662
	Iteration 22Q: 3 clusters Score -5566106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60417 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5566121.500000 Penalty: 3579.628662
	Iteration 23Q: 3 clusters Score -5566122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60425 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5566127.000000 Penalty: 3579.628662
	Iteration 24Q: 3 clusters Score -5566127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60426 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5566131.000000 Penalty: 3579.628662
	Iteration 25Q: 3 clusters Score -5566131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60427 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5566128.000000 Penalty: 3579.628662
	Iteration 26Q: 3 clusters Score -5566128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60430 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5566132.500000 Penalty: 3579.628662
	Iteration 27Q: 3 clusters Score -5566132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60432 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5566133.500000 Penalty: 3579.628662
	Iteration 28Q: 3 clusters Score -5566134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60432 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5566138.500000 Penalty: 3579.628662
	Iteration 29Q: 3 clusters Score -5566138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60432 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5566138.500000 Penalty: 3579.628662
	Iteration 30F: 3 clusters Score -5566138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (67886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67886 members 
Entering Unmasked Estep 
Score: -6256163.000000 Penalty: 1807.907593
	Iteration 0F: 2 clusters Score -6256163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -6210760.000000 Penalty: 3615.815186
	Iteration 0F: 3 clusters Score -6210760 nChanged 32131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -6229060.500000 Penalty: 3615.815186
	Iteration 1F: 3 clusters Score -6229060 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -6229702.000000 Penalty: 3615.815186
	Iteration 2Q: 3 clusters Score -6229702 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -6230709.000000 Penalty: 3615.815186
	Iteration 3Q: 3 clusters Score -6230709 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -6232559.000000 Penalty: 3615.815186
	Iteration 4F: 3 clusters Score -6232559 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -6235726.000000 Penalty: 3615.815186
	Iteration 5F: 3 clusters Score -6235726 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 53007 members 
Entering Unmasked Estep 
Score: -6240342.500000 Penalty: 3615.815186
	Iteration 6F: 3 clusters Score -6240342 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 58605 members 
Entering Unmasked Estep 
Score: -6245700.000000 Penalty: 3615.815186
	Iteration 7F: 3 clusters Score -6245700 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 62946 members 
Entering Unmasked Estep 
Score: -6249889.000000 Penalty: 3615.815186
	Iteration 8F: 3 clusters Score -6249889 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 65650 members 
Entering Unmasked Estep 
Score: -6252532.000000 Penalty: 3615.815186
	Iteration 9Q: 3 clusters Score -6252532 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 66942 members 
Entering Unmasked Estep 
Score: -6253742.500000 Penalty: 3615.815186
	Iteration 10Q: 3 clusters Score -6253742 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 67435 members 
Entering Unmasked Estep 
Score: -6254217.500000 Penalty: 3615.815186
	Iteration 11Q: 3 clusters Score -6254218 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 67577 members 
Entering Unmasked Estep 
Score: -6254420.000000 Penalty: 3615.815186
	Iteration 12Q: 3 clusters Score -6254420 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 67617 members 
Entering Unmasked Estep 
Score: -6254494.000000 Penalty: 3615.815186
	Iteration 13Q: 3 clusters Score -6254494 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 67632 members 
Entering Unmasked Estep 
Score: -6254537.500000 Penalty: 3615.815186
	Iteration 14Q: 3 clusters Score -6254538 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 67649 members 
Entering Unmasked Estep 
Score: -6254580.500000 Penalty: 3615.815186
	Iteration 15Q: 3 clusters Score -6254580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 67652 members 
Entering Unmasked Estep 
Score: -6254596.000000 Penalty: 3615.815186
	Iteration 16Q: 3 clusters Score -6254596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 67649 members 
Entering Unmasked Estep 
Score: -6254611.000000 Penalty: 3615.815186
	Iteration 17Q: 3 clusters Score -6254611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 67648 members 
Entering Unmasked Estep 
Score: -6254625.000000 Penalty: 3615.815186
	Iteration 18Q: 3 clusters Score -6254625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 67654 members 
Entering Unmasked Estep 
Score: -6254631.500000 Penalty: 3615.815186
	Iteration 19Q: 3 clusters Score -6254632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 67658 members 
Entering Unmasked Estep 
Score: -6254636.500000 Penalty: 3615.815186
	Iteration 20F: 3 clusters Score -6254636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 67661 members 
Entering Unmasked Estep 
Score: -6254644.500000 Penalty: 3615.815186
	Iteration 21Q: 3 clusters Score -6254644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 67659 members 
Entering Unmasked Estep 
Score: -6254659.500000 Penalty: 3615.815186
	Iteration 22Q: 3 clusters Score -6254660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 67661 members 
Entering Unmasked Estep 
Score: -6254663.000000 Penalty: 3615.815186
	Iteration 23Q: 3 clusters Score -6254663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 67662 members 
Entering Unmasked Estep 
Score: -6254669.500000 Penalty: 3615.815186
	Iteration 24Q: 3 clusters Score -6254670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 67663 members 
Entering Unmasked Estep 
Score: -6254667.500000 Penalty: 3615.815186
	Iteration 25Q: 3 clusters Score -6254668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 67662 members 
Entering Unmasked Estep 
Score: -6254670.500000 Penalty: 3615.815186
	Iteration 26Q: 3 clusters Score -6254670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 67661 members 
Entering Unmasked Estep 
Score: -6254669.500000 Penalty: 3615.815186
	Iteration 27Q: 3 clusters Score -6254670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 67661 members 
Entering Unmasked Estep 
Score: -6254669.500000 Penalty: 3615.815186
	Iteration 28F: 3 clusters Score -6254670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (41270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Entering Unmasked Estep 
Score: -3751776.000000 Penalty: 1727.032349
	Iteration 0F: 2 clusters Score -3751776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -3724161.250000 Penalty: 3454.064697
	Iteration 0F: 3 clusters Score -3724161 nChanged 19300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -3734795.750000 Penalty: 3454.064697
	Iteration 1F: 3 clusters Score -3734796 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -3735359.250000 Penalty: 3454.064697
	Iteration 2Q: 3 clusters Score -3735359 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -3736018.500000 Penalty: 3454.064697
	Iteration 3Q: 3 clusters Score -3736018 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -3736905.250000 Penalty: 3454.064697
	Iteration 4Q: 3 clusters Score -3736905 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -3738052.750000 Penalty: 3454.064697
	Iteration 5F: 3 clusters Score -3738053 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -3739385.000000 Penalty: 3454.064697
	Iteration 6F: 3 clusters Score -3739385 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -3740738.500000 Penalty: 3454.064697
	Iteration 7F: 3 clusters Score -3740738 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -3741846.250000 Penalty: 3454.064697
	Iteration 8F: 3 clusters Score -3741846 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -3742619.750000 Penalty: 3454.064697
	Iteration 9Q: 3 clusters Score -3742620 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -3743127.750000 Penalty: 3454.064697
	Iteration 10Q: 3 clusters Score -3743128 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -3743434.000000 Penalty: 3454.064697
	Iteration 11Q: 3 clusters Score -3743434 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -3743658.750000 Penalty: 3454.064697
	Iteration 12Q: 3 clusters Score -3743659 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -3743861.500000 Penalty: 3454.064697
	Iteration 13Q: 3 clusters Score -3743862 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -3744054.500000 Penalty: 3454.064697
	Iteration 14Q: 3 clusters Score -3744054 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -3744252.500000 Penalty: 3454.064697
	Iteration 15Q: 3 clusters Score -3744252 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -3744504.750000 Penalty: 3454.064697
	Iteration 16Q: 3 clusters Score -3744505 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -3744754.750000 Penalty: 3454.064697
	Iteration 17Q: 3 clusters Score -3744755 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -3745080.750000 Penalty: 3454.064697
	Iteration 18Q: 3 clusters Score -3745081 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -3745458.250000 Penalty: 3454.064697
	Iteration 19Q: 3 clusters Score -3745458 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -3745868.000000 Penalty: 3454.064697
	Iteration 20F: 3 clusters Score -3745868 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -3746345.750000 Penalty: 3454.064697
	Iteration 21Q: 3 clusters Score -3746346 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -3746877.000000 Penalty: 3454.064697
	Iteration 22Q: 3 clusters Score -3746877 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -3747386.000000 Penalty: 3454.064697
	Iteration 23Q: 3 clusters Score -3747386 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -3747906.500000 Penalty: 3454.064697
	Iteration 24Q: 3 clusters Score -3747906 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -3748350.250000 Penalty: 3454.064697
	Iteration 25Q: 3 clusters Score -3748350 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -3748742.750000 Penalty: 3454.064697
	Iteration 26Q: 3 clusters Score -3748743 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -3749080.500000 Penalty: 3454.064697
	Iteration 27Q: 3 clusters Score -3749080 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -3749360.500000 Penalty: 3454.064697
	Iteration 28Q: 3 clusters Score -3749360 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -3749574.250000 Penalty: 3454.064697
	Iteration 29Q: 3 clusters Score -3749574 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37592 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -3749770.250000 Penalty: 3454.064697
	Iteration 30Q: 3 clusters Score -3749770 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -3749906.500000 Penalty: 3454.064697
	Iteration 31Q: 3 clusters Score -3749906 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -3750028.500000 Penalty: 3454.064697
	Iteration 32Q: 3 clusters Score -3750028 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -3750112.750000 Penalty: 3454.064697
	Iteration 33Q: 3 clusters Score -3750113 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -3750195.500000 Penalty: 3454.064697
	Iteration 34Q: 3 clusters Score -3750196 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3750252.000000 Penalty: 3454.064697
	Iteration 35Q: 3 clusters Score -3750252 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3750290.500000 Penalty: 3454.064697
	Iteration 36Q: 3 clusters Score -3750290 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3750319.250000 Penalty: 3454.064697
	Iteration 37Q: 3 clusters Score -3750319 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3750342.250000 Penalty: 3454.064697
	Iteration 38Q: 3 clusters Score -3750342 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3750364.000000 Penalty: 3454.064697
	Iteration 39Q: 3 clusters Score -3750364 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3750392.500000 Penalty: 3454.064697
	Iteration 40F: 3 clusters Score -3750392 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3750402.500000 Penalty: 3454.064697
	Iteration 41Q: 3 clusters Score -3750402 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3750421.000000 Penalty: 3454.064697
	Iteration 42Q: 3 clusters Score -3750421 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3750428.500000 Penalty: 3454.064697
	Iteration 43Q: 3 clusters Score -3750428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3750437.500000 Penalty: 3454.064697
	Iteration 44Q: 3 clusters Score -3750438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3750446.000000 Penalty: 3454.064697
	Iteration 45Q: 3 clusters Score -3750446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3750448.500000 Penalty: 3454.064697
	Iteration 46Q: 3 clusters Score -3750448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3750457.500000 Penalty: 3454.064697
	Iteration 47Q: 3 clusters Score -3750458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3750458.500000 Penalty: 3454.064697
	Iteration 48Q: 3 clusters Score -3750458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3750465.500000 Penalty: 3454.064697
	Iteration 49Q: 3 clusters Score -3750466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3750468.750000 Penalty: 3454.064697
	Iteration 50Q: 3 clusters Score -3750469 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3750471.000000 Penalty: 3454.064697
	Iteration 51Q: 3 clusters Score -3750471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3750472.250000 Penalty: 3454.064697
	Iteration 52Q: 3 clusters Score -3750472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3750473.000000 Penalty: 3454.064697
	Iteration 53Q: 3 clusters Score -3750473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3750472.750000 Penalty: 3454.064697
	Iteration 54Q: 3 clusters Score -3750473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3750473.250000 Penalty: 3454.064697
	Iteration 55Q: 3 clusters Score -3750473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3750476.750000 Penalty: 3454.064697
	Iteration 56Q: 3 clusters Score -3750477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3750471.500000 Penalty: 3454.064697
	Iteration 57Q: 3 clusters Score -3750472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3750473.250000 Penalty: 3454.064697
	Iteration 58Q: 3 clusters Score -3750473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3750474.000000 Penalty: 3454.064697
	Iteration 59Q: 3 clusters Score -3750474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3750481.500000 Penalty: 3454.064697
	Iteration 60F: 3 clusters Score -3750482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3750482.500000 Penalty: 3454.064697
	Iteration 61Q: 3 clusters Score -3750482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3750485.250000 Penalty: 3454.064697
	Iteration 62Q: 3 clusters Score -3750485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3750486.500000 Penalty: 3454.064697
	Iteration 63Q: 3 clusters Score -3750486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39976 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3750491.000000 Penalty: 3454.064697
	Iteration 64Q: 3 clusters Score -3750491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3750494.000000 Penalty: 3454.064697
	Iteration 65Q: 3 clusters Score -3750494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3750493.500000 Penalty: 3454.064697
	Iteration 66Q: 3 clusters Score -3750494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3750496.500000 Penalty: 3454.064697
	Iteration 67Q: 3 clusters Score -3750496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3750502.750000 Penalty: 3454.064697
	Iteration 68Q: 3 clusters Score -3750503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3750500.000000 Penalty: 3454.064697
	Iteration 69Q: 3 clusters Score -3750500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3750500.000000 Penalty: 3454.064697
	Iteration 70F: 3 clusters Score -3750500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Entering Unmasked Estep 
Score: -546018.812500 Penalty: 1412.365967
	Iteration 0F: 2 clusters Score -546018.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -541431.875000 Penalty: 2824.731934
	Iteration 0F: 3 clusters Score -541431.9 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -542752.375000 Penalty: 2824.731934
	Iteration 1F: 3 clusters Score -542752.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -542954.125000 Penalty: 2824.731934
	Iteration 2F: 3 clusters Score -542954.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -543103.062500 Penalty: 2824.731934
	Iteration 3F: 3 clusters Score -543103.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -543213.125000 Penalty: 2824.731934
	Iteration 4Q: 3 clusters Score -543213.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -543296.125000 Penalty: 2824.731934
	Iteration 5Q: 3 clusters Score -543296.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -543367.812500 Penalty: 2824.731934
	Iteration 6Q: 3 clusters Score -543367.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -543439.750000 Penalty: 2824.731934
	Iteration 7Q: 3 clusters Score -543439.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -543508.875000 Penalty: 2824.731934
	Iteration 8Q: 3 clusters Score -543508.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -543573.562500 Penalty: 2824.731934
	Iteration 9Q: 3 clusters Score -543573.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -543640.812500 Penalty: 2824.731934
	Iteration 10Q: 3 clusters Score -543640.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -543702.750000 Penalty: 2824.731934
	Iteration 11Q: 3 clusters Score -543702.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -543777.625000 Penalty: 2824.731934
	Iteration 12Q: 3 clusters Score -543777.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -543879.125000 Penalty: 2824.731934
	Iteration 13Q: 3 clusters Score -543879.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -543975.875000 Penalty: 2824.731934
	Iteration 14Q: 3 clusters Score -543975.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -544060.000000 Penalty: 2824.731934
	Iteration 15Q: 3 clusters Score -544060 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -544133.812500 Penalty: 2824.731934
	Iteration 16Q: 3 clusters Score -544133.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -544196.125000 Penalty: 2824.731934
	Iteration 17Q: 3 clusters Score -544196.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -544252.625000 Penalty: 2824.731934
	Iteration 18Q: 3 clusters Score -544252.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -544317.375000 Penalty: 2824.731934
	Iteration 19Q: 3 clusters Score -544317.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -544379.875000 Penalty: 2824.731934
	Iteration 20F: 3 clusters Score -544379.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -544428.937500 Penalty: 2824.731934
	Iteration 21Q: 3 clusters Score -544428.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -544478.125000 Penalty: 2824.731934
	Iteration 22Q: 3 clusters Score -544478.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -544509.375000 Penalty: 2824.731934
	Iteration 23Q: 3 clusters Score -544509.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -544535.250000 Penalty: 2824.731934
	Iteration 24Q: 3 clusters Score -544535.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -544557.187500 Penalty: 2824.731934
	Iteration 25Q: 3 clusters Score -544557.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -544576.000000 Penalty: 2824.731934
	Iteration 26Q: 3 clusters Score -544576 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -544592.812500 Penalty: 2824.731934
	Iteration 27Q: 3 clusters Score -544592.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -544605.875000 Penalty: 2824.731934
	Iteration 28Q: 3 clusters Score -544605.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -544618.937500 Penalty: 2824.731934
	Iteration 29Q: 3 clusters Score -544618.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -544634.000000 Penalty: 2824.731934
	Iteration 30Q: 3 clusters Score -544634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -544647.312500 Penalty: 2824.731934
	Iteration 31Q: 3 clusters Score -544647.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -544654.562500 Penalty: 2824.731934
	Iteration 32Q: 3 clusters Score -544654.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -544662.437500 Penalty: 2824.731934
	Iteration 33Q: 3 clusters Score -544662.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -544677.562500 Penalty: 2824.731934
	Iteration 34Q: 3 clusters Score -544677.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -544687.687500 Penalty: 2824.731934
	Iteration 35Q: 3 clusters Score -544687.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -544698.250000 Penalty: 2824.731934
	Iteration 36Q: 3 clusters Score -544698.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -544709.625000 Penalty: 2824.731934
	Iteration 37Q: 3 clusters Score -544709.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -544718.687500 Penalty: 2824.731934
	Iteration 38Q: 3 clusters Score -544718.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -544726.062500 Penalty: 2824.731934
	Iteration 39Q: 3 clusters Score -544726.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -544734.000000 Penalty: 2824.731934
	Iteration 40F: 3 clusters Score -544734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -544739.312500 Penalty: 2824.731934
	Iteration 41Q: 3 clusters Score -544739.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -544745.812500 Penalty: 2824.731934
	Iteration 42Q: 3 clusters Score -544745.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -544748.687500 Penalty: 2824.731934
	Iteration 43Q: 3 clusters Score -544748.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -544754.000000 Penalty: 2824.731934
	Iteration 44Q: 3 clusters Score -544754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -544759.625000 Penalty: 2824.731934
	Iteration 45Q: 3 clusters Score -544759.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -544766.750000 Penalty: 2824.731934
	Iteration 46Q: 3 clusters Score -544766.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -544775.687500 Penalty: 2824.731934
	Iteration 47Q: 3 clusters Score -544775.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -544783.312500 Penalty: 2824.731934
	Iteration 48Q: 3 clusters Score -544783.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -544785.687500 Penalty: 2824.731934
	Iteration 49Q: 3 clusters Score -544785.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -544789.875000 Penalty: 2824.731934
	Iteration 50Q: 3 clusters Score -544789.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -544794.062500 Penalty: 2824.731934
	Iteration 51Q: 3 clusters Score -544794.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -544801.750000 Penalty: 2824.731934
	Iteration 52Q: 3 clusters Score -544801.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -544808.062500 Penalty: 2824.731934
	Iteration 53Q: 3 clusters Score -544808.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -544813.750000 Penalty: 2824.731934
	Iteration 54Q: 3 clusters Score -544813.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -544821.125000 Penalty: 2824.731934
	Iteration 55Q: 3 clusters Score -544821.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -544832.250000 Penalty: 2824.731934
	Iteration 56Q: 3 clusters Score -544832.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -544838.000000 Penalty: 2824.731934
	Iteration 57Q: 3 clusters Score -544838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -544848.750000 Penalty: 2824.731934
	Iteration 58Q: 3 clusters Score -544848.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -544856.875000 Penalty: 2824.731934
	Iteration 59Q: 3 clusters Score -544856.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -544861.062500 Penalty: 2824.731934
	Iteration 60F: 3 clusters Score -544861.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -544863.500000 Penalty: 2824.731934
	Iteration 61Q: 3 clusters Score -544863.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -544865.312500 Penalty: 2824.731934
	Iteration 62Q: 3 clusters Score -544865.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -544871.937500 Penalty: 2824.731934
	Iteration 63Q: 3 clusters Score -544871.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -544877.500000 Penalty: 2824.731934
	Iteration 64Q: 3 clusters Score -544877.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -544880.937500 Penalty: 2824.731934
	Iteration 65Q: 3 clusters Score -544880.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -544882.375000 Penalty: 2824.731934
	Iteration 66Q: 3 clusters Score -544882.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -544885.687500 Penalty: 2824.731934
	Iteration 67Q: 3 clusters Score -544885.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -544888.375000 Penalty: 2824.731934
	Iteration 68Q: 3 clusters Score -544888.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -544892.875000 Penalty: 2824.731934
	Iteration 69Q: 3 clusters Score -544892.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -544900.375000 Penalty: 2824.731934
	Iteration 70Q: 3 clusters Score -544900.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -544905.812500 Penalty: 2824.731934
	Iteration 71Q: 3 clusters Score -544905.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -544913.500000 Penalty: 2824.731934
	Iteration 72Q: 3 clusters Score -544913.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -544915.812500 Penalty: 2824.731934
	Iteration 73Q: 3 clusters Score -544915.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -544917.687500 Penalty: 2824.731934
	Iteration 74Q: 3 clusters Score -544917.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -544919.500000 Penalty: 2824.731934
	Iteration 75Q: 3 clusters Score -544919.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -544921.875000 Penalty: 2824.731934
	Iteration 76Q: 3 clusters Score -544921.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -544922.437500 Penalty: 2824.731934
	Iteration 77Q: 3 clusters Score -544922.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -544924.312500 Penalty: 2824.731934
	Iteration 78Q: 3 clusters Score -544924.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -544924.312500 Penalty: 2824.731934
	Iteration 79F: 3 clusters Score -544924.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (70322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70322 members 
Entering Unmasked Estep 
Score: -6450654.000000 Penalty: 1813.636475
	Iteration 0F: 2 clusters Score -6450654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -6403859.500000 Penalty: 3627.272949
	Iteration 0F: 3 clusters Score -6403860 nChanged 33249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -6422995.000000 Penalty: 3627.272949
	Iteration 1F: 3 clusters Score -6422995 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -6423662.000000 Penalty: 3627.272949
	Iteration 2Q: 3 clusters Score -6423662 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -6424491.000000 Penalty: 3627.272949
	Iteration 3Q: 3 clusters Score -6424491 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -6425413.000000 Penalty: 3627.272949
	Iteration 4Q: 3 clusters Score -6425413 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -6426664.000000 Penalty: 3627.272949
	Iteration 5Q: 3 clusters Score -6426664 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -6428438.500000 Penalty: 3627.272949
	Iteration 6Q: 3 clusters Score -6428438 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -6430849.000000 Penalty: 3627.272949
	Iteration 7F: 3 clusters Score -6430849 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -6433511.500000 Penalty: 3627.272949
	Iteration 8F: 3 clusters Score -6433512 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36047 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -6435572.500000 Penalty: 3627.272949
	Iteration 9F: 3 clusters Score -6435572 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -6436467.500000 Penalty: 3627.272949
	Iteration 10Q: 3 clusters Score -6436468 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 33858 members 
Entering Unmasked Estep 
Score: -6436737.500000 Penalty: 3627.272949
	Iteration 11Q: 3 clusters Score -6436738 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 33640 members 
Entering Unmasked Estep 
Score: -6436913.000000 Penalty: 3627.272949
	Iteration 12Q: 3 clusters Score -6436913 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -6437026.500000 Penalty: 3627.272949
	Iteration 13Q: 3 clusters Score -6437026 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -6437111.000000 Penalty: 3627.272949
	Iteration 14Q: 3 clusters Score -6437111 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -6437182.000000 Penalty: 3627.272949
	Iteration 15Q: 3 clusters Score -6437182 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -6437272.500000 Penalty: 3627.272949
	Iteration 16Q: 3 clusters Score -6437272 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -6437365.500000 Penalty: 3627.272949
	Iteration 17Q: 3 clusters Score -6437366 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -6437493.500000 Penalty: 3627.272949
	Iteration 18Q: 3 clusters Score -6437494 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39517 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -6437612.000000 Penalty: 3627.272949
	Iteration 19Q: 3 clusters Score -6437612 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -6437774.500000 Penalty: 3627.272949
	Iteration 20F: 3 clusters Score -6437774 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -6437940.000000 Penalty: 3627.272949
	Iteration 21Q: 3 clusters Score -6437940 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41179 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -6438074.500000 Penalty: 3627.272949
	Iteration 22Q: 3 clusters Score -6438074 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -6438293.500000 Penalty: 3627.272949
	Iteration 23Q: 3 clusters Score -6438294 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -6438523.500000 Penalty: 3627.272949
	Iteration 24Q: 3 clusters Score -6438524 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -6438789.500000 Penalty: 3627.272949
	Iteration 25Q: 3 clusters Score -6438790 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -6439077.000000 Penalty: 3627.272949
	Iteration 26Q: 3 clusters Score -6439077 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -6439406.500000 Penalty: 3627.272949
	Iteration 27Q: 3 clusters Score -6439406 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46106 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -6439801.500000 Penalty: 3627.272949
	Iteration 28Q: 3 clusters Score -6439802 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -6440214.000000 Penalty: 3627.272949
	Iteration 29Q: 3 clusters Score -6440214 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -6440645.000000 Penalty: 3627.272949
	Iteration 30Q: 3 clusters Score -6440645 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49060 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -6441100.000000 Penalty: 3627.272949
	Iteration 31Q: 3 clusters Score -6441100 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50051 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -6441550.500000 Penalty: 3627.272949
	Iteration 32Q: 3 clusters Score -6441550 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51042 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -6441965.000000 Penalty: 3627.272949
	Iteration 33Q: 3 clusters Score -6441965 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51951 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -6442325.500000 Penalty: 3627.272949
	Iteration 34Q: 3 clusters Score -6442326 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52830 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -6442725.500000 Penalty: 3627.272949
	Iteration 35Q: 3 clusters Score -6442726 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53728 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -6443032.500000 Penalty: 3627.272949
	Iteration 36Q: 3 clusters Score -6443032 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54546 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -6443303.000000 Penalty: 3627.272949
	Iteration 37Q: 3 clusters Score -6443303 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55295 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -6443570.000000 Penalty: 3627.272949
	Iteration 38Q: 3 clusters Score -6443570 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55993 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -6443761.000000 Penalty: 3627.272949
	Iteration 39Q: 3 clusters Score -6443761 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56716 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -6443967.500000 Penalty: 3627.272949
	Iteration 40F: 3 clusters Score -6443968 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57459 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -6444127.500000 Penalty: 3627.272949
	Iteration 41Q: 3 clusters Score -6444128 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58191 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -6444381.000000 Penalty: 3627.272949
	Iteration 42Q: 3 clusters Score -6444381 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58932 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -6444567.500000 Penalty: 3627.272949
	Iteration 43Q: 3 clusters Score -6444568 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59667 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -6444809.000000 Penalty: 3627.272949
	Iteration 44Q: 3 clusters Score -6444809 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60412 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -6445065.000000 Penalty: 3627.272949
	Iteration 45Q: 3 clusters Score -6445065 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61126 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -6445289.500000 Penalty: 3627.272949
	Iteration 46Q: 3 clusters Score -6445290 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61883 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -6445574.000000 Penalty: 3627.272949
	Iteration 47Q: 3 clusters Score -6445574 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62589 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -6445842.000000 Penalty: 3627.272949
	Iteration 48Q: 3 clusters Score -6445842 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63298 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -6446088.000000 Penalty: 3627.272949
	Iteration 49Q: 3 clusters Score -6446088 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63957 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -6446367.500000 Penalty: 3627.272949
	Iteration 50Q: 3 clusters Score -6446368 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64589 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -6446634.000000 Penalty: 3627.272949
	Iteration 51Q: 3 clusters Score -6446634 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65183 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -6446891.000000 Penalty: 3627.272949
	Iteration 52Q: 3 clusters Score -6446891 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65749 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -6447101.500000 Penalty: 3627.272949
	Iteration 53Q: 3 clusters Score -6447102 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66280 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -6447322.000000 Penalty: 3627.272949
	Iteration 54Q: 3 clusters Score -6447322 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66753 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -6447519.000000 Penalty: 3627.272949
	Iteration 55Q: 3 clusters Score -6447519 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67194 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -6447713.500000 Penalty: 3627.272949
	Iteration 56Q: 3 clusters Score -6447714 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67612 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -6447873.500000 Penalty: 3627.272949
	Iteration 57Q: 3 clusters Score -6447874 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67988 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -6448075.000000 Penalty: 3627.272949
	Iteration 58Q: 3 clusters Score -6448075 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68321 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -6448257.000000 Penalty: 3627.272949
	Iteration 59Q: 3 clusters Score -6448257 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68615 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -6448399.500000 Penalty: 3627.272949
	Iteration 60F: 3 clusters Score -6448400 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68865 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -6448514.500000 Penalty: 3627.272949
	Iteration 61Q: 3 clusters Score -6448514 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69068 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -6448628.500000 Penalty: 3627.272949
	Iteration 62Q: 3 clusters Score -6448628 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69229 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -6448696.000000 Penalty: 3627.272949
	Iteration 63Q: 3 clusters Score -6448696 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69355 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6448749.000000 Penalty: 3627.272949
	Iteration 64Q: 3 clusters Score -6448749 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69462 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -6448798.500000 Penalty: 3627.272949
	Iteration 65Q: 3 clusters Score -6448798 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69545 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -6448833.500000 Penalty: 3627.272949
	Iteration 66Q: 3 clusters Score -6448834 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69612 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6448878.000000 Penalty: 3627.272949
	Iteration 67Q: 3 clusters Score -6448878 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69670 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6448913.500000 Penalty: 3627.272949
	Iteration 68Q: 3 clusters Score -6448914 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69717 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6448948.500000 Penalty: 3627.272949
	Iteration 69Q: 3 clusters Score -6448948 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69755 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6448976.000000 Penalty: 3627.272949
	Iteration 70Q: 3 clusters Score -6448976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69780 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -6448998.500000 Penalty: 3627.272949
	Iteration 71Q: 3 clusters Score -6448998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69795 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6449014.000000 Penalty: 3627.272949
	Iteration 72Q: 3 clusters Score -6449014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69807 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -6449019.000000 Penalty: 3627.272949
	Iteration 73Q: 3 clusters Score -6449019 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69824 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6449032.500000 Penalty: 3627.272949
	Iteration 74Q: 3 clusters Score -6449032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69833 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6449039.000000 Penalty: 3627.272949
	Iteration 75Q: 3 clusters Score -6449039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69836 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -6449040.000000 Penalty: 3627.272949
	Iteration 76Q: 3 clusters Score -6449040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69842 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6449043.000000 Penalty: 3627.272949
	Iteration 77Q: 3 clusters Score -6449043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69846 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -6449048.500000 Penalty: 3627.272949
	Iteration 78Q: 3 clusters Score -6449048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69851 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6449047.000000 Penalty: 3627.272949
	Iteration 79Q: 3 clusters Score -6449047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69859 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -6449055.500000 Penalty: 3627.272949
	Iteration 80F: 3 clusters Score -6449056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69868 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -6449060.500000 Penalty: 3627.272949
	Iteration 81Q: 3 clusters Score -6449060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69878 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -6449070.000000 Penalty: 3627.272949
	Iteration 82Q: 3 clusters Score -6449070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69884 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6449069.500000 Penalty: 3627.272949
	Iteration 83Q: 3 clusters Score -6449070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69887 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6449070.500000 Penalty: 3627.272949
	Iteration 84Q: 3 clusters Score -6449070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69889 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6449080.500000 Penalty: 3627.272949
	Iteration 85Q: 3 clusters Score -6449080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69890 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6449083.000000 Penalty: 3627.272949
	Iteration 86Q: 3 clusters Score -6449083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69898 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6449087.500000 Penalty: 3627.272949
	Iteration 87Q: 3 clusters Score -6449088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69905 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6449094.500000 Penalty: 3627.272949
	Iteration 88Q: 3 clusters Score -6449094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69911 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6449098.500000 Penalty: 3627.272949
	Iteration 89Q: 3 clusters Score -6449098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69912 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6449103.000000 Penalty: 3627.272949
	Iteration 90Q: 3 clusters Score -6449103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69915 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6449108.000000 Penalty: 3627.272949
	Iteration 91Q: 3 clusters Score -6449108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69921 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -6449110.000000 Penalty: 3627.272949
	Iteration 92Q: 3 clusters Score -6449110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69926 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -6449110.000000 Penalty: 3627.272949
	Iteration 93Q: 3 clusters Score -6449110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69928 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -6449120.500000 Penalty: 3627.272949
	Iteration 94Q: 3 clusters Score -6449120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69933 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6449123.500000 Penalty: 3627.272949
	Iteration 95Q: 3 clusters Score -6449124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69937 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -6449123.000000 Penalty: 3627.272949
	Iteration 96Q: 3 clusters Score -6449123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69941 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6449127.000000 Penalty: 3627.272949
	Iteration 97Q: 3 clusters Score -6449127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69946 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6449136.000000 Penalty: 3627.272949
	Iteration 98Q: 3 clusters Score -6449136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69952 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6449136.500000 Penalty: 3627.272949
	Iteration 99Q: 3 clusters Score -6449136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69960 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -6449147.500000 Penalty: 3627.272949
	Iteration 100F: 3 clusters Score -6449148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69963 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6449145.500000 Penalty: 3627.272949
	Iteration 101Q: 3 clusters Score -6449146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69966 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6449149.500000 Penalty: 3627.272949
	Iteration 102Q: 3 clusters Score -6449150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69971 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6449160.500000 Penalty: 3627.272949
	Iteration 103Q: 3 clusters Score -6449160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69971 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6449162.000000 Penalty: 3627.272949
	Iteration 104Q: 3 clusters Score -6449162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69971 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6449162.000000 Penalty: 3627.272949
	Iteration 105F: 3 clusters Score -6449162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Entering Unmasked Estep 
Score: -1625040.000000 Penalty: 1605.967407
	Iteration 0F: 2 clusters Score -1625040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1611736.125000 Penalty: 3211.934814
	Iteration 0F: 3 clusters Score -1611736 nChanged 8727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1616678.625000 Penalty: 3211.934814
	Iteration 1F: 3 clusters Score -1616679 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1617393.000000 Penalty: 3211.934814
	Iteration 2F: 3 clusters Score -1617393 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1618198.750000 Penalty: 3211.934814
	Iteration 3F: 3 clusters Score -1618199 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1619120.000000 Penalty: 3211.934814
	Iteration 4F: 3 clusters Score -1619120 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1620075.875000 Penalty: 3211.934814
	Iteration 5F: 3 clusters Score -1620076 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1620907.625000 Penalty: 3211.934814
	Iteration 6F: 3 clusters Score -1620908 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1621556.125000 Penalty: 3211.934814
	Iteration 7F: 3 clusters Score -1621556 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1622027.625000 Penalty: 3211.934814
	Iteration 8Q: 3 clusters Score -1622028 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1622349.875000 Penalty: 3211.934814
	Iteration 9Q: 3 clusters Score -1622350 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1622561.625000 Penalty: 3211.934814
	Iteration 10Q: 3 clusters Score -1622562 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1622705.750000 Penalty: 3211.934814
	Iteration 11Q: 3 clusters Score -1622706 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1622825.750000 Penalty: 3211.934814
	Iteration 12Q: 3 clusters Score -1622826 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -1622930.750000 Penalty: 3211.934814
	Iteration 13Q: 3 clusters Score -1622931 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1623034.375000 Penalty: 3211.934814
	Iteration 14Q: 3 clusters Score -1623034 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1623131.000000 Penalty: 3211.934814
	Iteration 15Q: 3 clusters Score -1623131 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1623222.125000 Penalty: 3211.934814
	Iteration 16Q: 3 clusters Score -1623222 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -1623302.750000 Penalty: 3211.934814
	Iteration 17Q: 3 clusters Score -1623303 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1623385.500000 Penalty: 3211.934814
	Iteration 18Q: 3 clusters Score -1623386 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -1623457.500000 Penalty: 3211.934814
	Iteration 19Q: 3 clusters Score -1623458 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -1623545.375000 Penalty: 3211.934814
	Iteration 20F: 3 clusters Score -1623545 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -1623620.250000 Penalty: 3211.934814
	Iteration 21Q: 3 clusters Score -1623620 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -1623682.625000 Penalty: 3211.934814
	Iteration 22Q: 3 clusters Score -1623683 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -1623740.250000 Penalty: 3211.934814
	Iteration 23Q: 3 clusters Score -1623740 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -1623797.250000 Penalty: 3211.934814
	Iteration 24Q: 3 clusters Score -1623797 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -1623867.875000 Penalty: 3211.934814
	Iteration 25Q: 3 clusters Score -1623868 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -1623927.125000 Penalty: 3211.934814
	Iteration 26Q: 3 clusters Score -1623927 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -1623983.375000 Penalty: 3211.934814
	Iteration 27Q: 3 clusters Score -1623983 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -1624033.625000 Penalty: 3211.934814
	Iteration 28Q: 3 clusters Score -1624034 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -1624080.750000 Penalty: 3211.934814
	Iteration 29Q: 3 clusters Score -1624081 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -1624122.000000 Penalty: 3211.934814
	Iteration 30Q: 3 clusters Score -1624122 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -1624184.500000 Penalty: 3211.934814
	Iteration 31Q: 3 clusters Score -1624184 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -1624254.250000 Penalty: 3211.934814
	Iteration 32Q: 3 clusters Score -1624254 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -1624318.250000 Penalty: 3211.934814
	Iteration 33Q: 3 clusters Score -1624318 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -1624361.375000 Penalty: 3211.934814
	Iteration 34Q: 3 clusters Score -1624361 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -1624393.375000 Penalty: 3211.934814
	Iteration 35Q: 3 clusters Score -1624393 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -1624423.000000 Penalty: 3211.934814
	Iteration 36Q: 3 clusters Score -1624423 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -1624459.375000 Penalty: 3211.934814
	Iteration 37Q: 3 clusters Score -1624459 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -1624489.000000 Penalty: 3211.934814
	Iteration 38Q: 3 clusters Score -1624489 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -1624503.125000 Penalty: 3211.934814
	Iteration 39Q: 3 clusters Score -1624503 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -1624516.125000 Penalty: 3211.934814
	Iteration 40F: 3 clusters Score -1624516 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -1624524.750000 Penalty: 3211.934814
	Iteration 41Q: 3 clusters Score -1624525 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -1624531.875000 Penalty: 3211.934814
	Iteration 42Q: 3 clusters Score -1624532 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -1624540.875000 Penalty: 3211.934814
	Iteration 43Q: 3 clusters Score -1624541 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -1624542.375000 Penalty: 3211.934814
	Iteration 44Q: 3 clusters Score -1624542 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -1624547.750000 Penalty: 3211.934814
	Iteration 45Q: 3 clusters Score -1624548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -1624553.375000 Penalty: 3211.934814
	Iteration 46Q: 3 clusters Score -1624553 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -1624564.875000 Penalty: 3211.934814
	Iteration 47Q: 3 clusters Score -1624565 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -1624565.375000 Penalty: 3211.934814
	Iteration 48Q: 3 clusters Score -1624565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -1624566.250000 Penalty: 3211.934814
	Iteration 49Q: 3 clusters Score -1624566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -1624569.875000 Penalty: 3211.934814
	Iteration 50Q: 3 clusters Score -1624570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -1624569.875000 Penalty: 3211.934814
	Iteration 51Q: 3 clusters Score -1624570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -1624571.750000 Penalty: 3211.934814
	Iteration 52Q: 3 clusters Score -1624572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -1624577.750000 Penalty: 3211.934814
	Iteration 53Q: 3 clusters Score -1624578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -1624578.125000 Penalty: 3211.934814
	Iteration 54Q: 3 clusters Score -1624578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -1624579.625000 Penalty: 3211.934814
	Iteration 55Q: 3 clusters Score -1624580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -1624582.000000 Penalty: 3211.934814
	Iteration 56Q: 3 clusters Score -1624582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -1624584.875000 Penalty: 3211.934814
	Iteration 57Q: 3 clusters Score -1624585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -1624584.000000 Penalty: 3211.934814
	Iteration 58Q: 3 clusters Score -1624584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -1624588.000000 Penalty: 3211.934814
	Iteration 59Q: 3 clusters Score -1624588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -1624590.500000 Penalty: 3211.934814
	Iteration 60F: 3 clusters Score -1624590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -1624591.750000 Penalty: 3211.934814
	Iteration 61Q: 3 clusters Score -1624592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -1624594.250000 Penalty: 3211.934814
	Iteration 62Q: 3 clusters Score -1624594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -1624595.000000 Penalty: 3211.934814
	Iteration 63Q: 3 clusters Score -1624595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -1624595.500000 Penalty: 3211.934814
	Iteration 64Q: 3 clusters Score -1624596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -1624595.125000 Penalty: 3211.934814
	Iteration 65Q: 3 clusters Score -1624595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -1624594.375000 Penalty: 3211.934814
	Iteration 66Q: 3 clusters Score -1624594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -1624595.000000 Penalty: 3211.934814
	Iteration 67Q: 3 clusters Score -1624595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -1624595.000000 Penalty: 3211.934814
	Iteration 68Q: 3 clusters Score -1624595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -1624597.375000 Penalty: 3211.934814
	Iteration 69Q: 3 clusters Score -1624597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -1624597.500000 Penalty: 3211.934814
	Iteration 70Q: 3 clusters Score -1624598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -1624599.250000 Penalty: 3211.934814
	Iteration 71Q: 3 clusters Score -1624599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -1624599.625000 Penalty: 3211.934814
	Iteration 72Q: 3 clusters Score -1624600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -1624599.125000 Penalty: 3211.934814
	Iteration 73Q: 3 clusters Score -1624599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -1624599.125000 Penalty: 3211.934814
	Iteration 74F: 3 clusters Score -1624599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Entering Unmasked Estep 
Score: -1282210.500000 Penalty: 1555.256348
	Iteration 0F: 2 clusters Score -1282210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1272305.000000 Penalty: 3110.512695
	Iteration 0F: 3 clusters Score -1272305 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1275709.625000 Penalty: 3110.512695
	Iteration 1F: 3 clusters Score -1275710 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1276068.625000 Penalty: 3110.512695
	Iteration 2F: 3 clusters Score -1276069 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1276469.000000 Penalty: 3110.512695
	Iteration 3F: 3 clusters Score -1276469 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1276909.750000 Penalty: 3110.512695
	Iteration 4F: 3 clusters Score -1276910 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1277374.125000 Penalty: 3110.512695
	Iteration 5F: 3 clusters Score -1277374 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1277885.875000 Penalty: 3110.512695
	Iteration 6F: 3 clusters Score -1277886 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1278454.250000 Penalty: 3110.512695
	Iteration 7F: 3 clusters Score -1278454 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1279156.625000 Penalty: 3110.512695
	Iteration 8F: 3 clusters Score -1279157 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1279908.250000 Penalty: 3110.512695
	Iteration 9F: 3 clusters Score -1279908 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1280607.750000 Penalty: 3110.512695
	Iteration 10F: 3 clusters Score -1280608 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1281095.625000 Penalty: 3110.512695
	Iteration 11Q: 3 clusters Score -1281096 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1281394.500000 Penalty: 3110.512695
	Iteration 12Q: 3 clusters Score -1281394 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1281574.125000 Penalty: 3110.512695
	Iteration 13Q: 3 clusters Score -1281574 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1281696.375000 Penalty: 3110.512695
	Iteration 14Q: 3 clusters Score -1281696 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1281781.875000 Penalty: 3110.512695
	Iteration 15Q: 3 clusters Score -1281782 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1281834.750000 Penalty: 3110.512695
	Iteration 16Q: 3 clusters Score -1281835 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1281876.500000 Penalty: 3110.512695
	Iteration 17Q: 3 clusters Score -1281876 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1281894.750000 Penalty: 3110.512695
	Iteration 18Q: 3 clusters Score -1281895 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1281912.500000 Penalty: 3110.512695
	Iteration 19Q: 3 clusters Score -1281912 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1281929.000000 Penalty: 3110.512695
	Iteration 20F: 3 clusters Score -1281929 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1281931.625000 Penalty: 3110.512695
	Iteration 21Q: 3 clusters Score -1281932 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1281937.125000 Penalty: 3110.512695
	Iteration 22Q: 3 clusters Score -1281937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1281942.750000 Penalty: 3110.512695
	Iteration 23Q: 3 clusters Score -1281943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1281942.125000 Penalty: 3110.512695
	Iteration 24Q: 3 clusters Score -1281942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1281947.375000 Penalty: 3110.512695
	Iteration 25Q: 3 clusters Score -1281947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1281949.875000 Penalty: 3110.512695
	Iteration 26Q: 3 clusters Score -1281950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1281947.875000 Penalty: 3110.512695
	Iteration 27Q: 3 clusters Score -1281948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1281951.500000 Penalty: 3110.512695
	Iteration 28Q: 3 clusters Score -1281952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1281950.250000 Penalty: 3110.512695
	Iteration 29Q: 3 clusters Score -1281950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1281953.000000 Penalty: 3110.512695
	Iteration 30Q: 3 clusters Score -1281953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1281953.000000 Penalty: 3110.512695
	Iteration 31Q: 3 clusters Score -1281953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1281951.625000 Penalty: 3110.512695
	Iteration 32Q: 3 clusters Score -1281952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1281951.875000 Penalty: 3110.512695
	Iteration 33Q: 3 clusters Score -1281952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1281952.625000 Penalty: 3110.512695
	Iteration 34Q: 3 clusters Score -1281953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1281955.375000 Penalty: 3110.512695
	Iteration 35Q: 3 clusters Score -1281955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1281954.250000 Penalty: 3110.512695
	Iteration 36Q: 3 clusters Score -1281954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1281954.250000 Penalty: 3110.512695
	Iteration 37F: 3 clusters Score -1281954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Entering Unmasked Estep 
Score: -253197.437500 Penalty: 1294.739258
	Iteration 0F: 2 clusters Score -253197.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -250527.843750 Penalty: 2589.478516
	Iteration 0F: 3 clusters Score -250527.8 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -251142.984375 Penalty: 2589.478516
	Iteration 1F: 3 clusters Score -251143 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -251299.625000 Penalty: 2589.478516
	Iteration 2F: 3 clusters Score -251299.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -251433.906250 Penalty: 2589.478516
	Iteration 3F: 3 clusters Score -251433.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -251558.296875 Penalty: 2589.478516
	Iteration 4F: 3 clusters Score -251558.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -251698.187500 Penalty: 2589.478516
	Iteration 5F: 3 clusters Score -251698.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -251824.234375 Penalty: 2589.478516
	Iteration 6F: 3 clusters Score -251824.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -251935.765625 Penalty: 2589.478516
	Iteration 7Q: 3 clusters Score -251935.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -252013.656250 Penalty: 2589.478516
	Iteration 8Q: 3 clusters Score -252013.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -252080.656250 Penalty: 2589.478516
	Iteration 9Q: 3 clusters Score -252080.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -252125.984375 Penalty: 2589.478516
	Iteration 10Q: 3 clusters Score -252126 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -252150.828125 Penalty: 2589.478516
	Iteration 11Q: 3 clusters Score -252150.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -252169.328125 Penalty: 2589.478516
	Iteration 12Q: 3 clusters Score -252169.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -252187.531250 Penalty: 2589.478516
	Iteration 13Q: 3 clusters Score -252187.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -252200.015625 Penalty: 2589.478516
	Iteration 14Q: 3 clusters Score -252200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -252221.234375 Penalty: 2589.478516
	Iteration 15Q: 3 clusters Score -252221.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -252239.640625 Penalty: 2589.478516
	Iteration 16Q: 3 clusters Score -252239.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -252255.078125 Penalty: 2589.478516
	Iteration 17Q: 3 clusters Score -252255.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -252265.031250 Penalty: 2589.478516
	Iteration 18Q: 3 clusters Score -252265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -252272.312500 Penalty: 2589.478516
	Iteration 19Q: 3 clusters Score -252272.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -252278.187500 Penalty: 2589.478516
	Iteration 20F: 3 clusters Score -252278.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -252281.953125 Penalty: 2589.478516
	Iteration 21Q: 3 clusters Score -252282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -252284.593750 Penalty: 2589.478516
	Iteration 22Q: 3 clusters Score -252284.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -252286.531250 Penalty: 2589.478516
	Iteration 23Q: 3 clusters Score -252286.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -252287.593750 Penalty: 2589.478516
	Iteration 24Q: 3 clusters Score -252287.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -252289.375000 Penalty: 2589.478516
	Iteration 25Q: 3 clusters Score -252289.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -252289.875000 Penalty: 2589.478516
	Iteration 26Q: 3 clusters Score -252289.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -252292.531250 Penalty: 2589.478516
	Iteration 27Q: 3 clusters Score -252292.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -252294.656250 Penalty: 2589.478516
	Iteration 28Q: 3 clusters Score -252294.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -252295.859375 Penalty: 2589.478516
	Iteration 29Q: 3 clusters Score -252295.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -252296.937500 Penalty: 2589.478516
	Iteration 30Q: 3 clusters Score -252296.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -252298.000000 Penalty: 2589.478516
	Iteration 31Q: 3 clusters Score -252298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -252298.453125 Penalty: 2589.478516
	Iteration 32Q: 3 clusters Score -252298.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -252299.375000 Penalty: 2589.478516
	Iteration 33Q: 3 clusters Score -252299.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -252299.312500 Penalty: 2589.478516
	Iteration 34Q: 3 clusters Score -252299.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -252299.359375 Penalty: 2589.478516
	Iteration 35Q: 3 clusters Score -252299.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -252300.468750 Penalty: 2589.478516
	Iteration 36Q: 3 clusters Score -252300.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -252301.218750 Penalty: 2589.478516
	Iteration 37Q: 3 clusters Score -252301.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -252301.796875 Penalty: 2589.478516
	Iteration 38Q: 3 clusters Score -252301.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -252306.046875 Penalty: 2589.478516
	Iteration 39Q: 3 clusters Score -252306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -252307.687500 Penalty: 2589.478516
	Iteration 40F: 3 clusters Score -252307.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -252308.453125 Penalty: 2589.478516
	Iteration 41Q: 3 clusters Score -252308.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -252309.171875 Penalty: 2589.478516
	Iteration 42Q: 3 clusters Score -252309.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -252309.171875 Penalty: 2589.478516
	Iteration 43F: 3 clusters Score -252309.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (27723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Entering Unmasked Estep 
Score: -2287475.500000 Penalty: 1662.377930
	Iteration 0F: 2 clusters Score -2287476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2268802.250000 Penalty: 3324.755859
	Iteration 0F: 3 clusters Score -2268802 nChanged 12633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -2276195.500000 Penalty: 3324.755859
	Iteration 1F: 3 clusters Score -2276196 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2277011.500000 Penalty: 3324.755859
	Iteration 2F: 3 clusters Score -2277012 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2277954.750000 Penalty: 3324.755859
	Iteration 3F: 3 clusters Score -2277955 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2279048.500000 Penalty: 3324.755859
	Iteration 4F: 3 clusters Score -2279048 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2280315.500000 Penalty: 3324.755859
	Iteration 5F: 3 clusters Score -2280316 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2281672.250000 Penalty: 3324.755859
	Iteration 6F: 3 clusters Score -2281672 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2282886.750000 Penalty: 3324.755859
	Iteration 7F: 3 clusters Score -2282887 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -2283791.500000 Penalty: 3324.755859
	Iteration 8Q: 3 clusters Score -2283792 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -2284454.250000 Penalty: 3324.755859
	Iteration 9Q: 3 clusters Score -2284454 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -2284866.500000 Penalty: 3324.755859
	Iteration 10Q: 3 clusters Score -2284866 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2285186.250000 Penalty: 3324.755859
	Iteration 11Q: 3 clusters Score -2285186 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2285435.750000 Penalty: 3324.755859
	Iteration 12Q: 3 clusters Score -2285436 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2285631.500000 Penalty: 3324.755859
	Iteration 13Q: 3 clusters Score -2285632 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2285804.500000 Penalty: 3324.755859
	Iteration 14Q: 3 clusters Score -2285804 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2285973.500000 Penalty: 3324.755859
	Iteration 15Q: 3 clusters Score -2285974 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2286113.000000 Penalty: 3324.755859
	Iteration 16Q: 3 clusters Score -2286113 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2286219.500000 Penalty: 3324.755859
	Iteration 17Q: 3 clusters Score -2286220 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2286310.250000 Penalty: 3324.755859
	Iteration 18Q: 3 clusters Score -2286310 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2286380.000000 Penalty: 3324.755859
	Iteration 19Q: 3 clusters Score -2286380 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2286440.750000 Penalty: 3324.755859
	Iteration 20F: 3 clusters Score -2286441 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2286490.000000 Penalty: 3324.755859
	Iteration 21Q: 3 clusters Score -2286490 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2286554.500000 Penalty: 3324.755859
	Iteration 22Q: 3 clusters Score -2286554 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2286598.250000 Penalty: 3324.755859
	Iteration 23Q: 3 clusters Score -2286598 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2286628.500000 Penalty: 3324.755859
	Iteration 24Q: 3 clusters Score -2286628 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2286658.250000 Penalty: 3324.755859
	Iteration 25Q: 3 clusters Score -2286658 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2286690.000000 Penalty: 3324.755859
	Iteration 26Q: 3 clusters Score -2286690 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2286710.000000 Penalty: 3324.755859
	Iteration 27Q: 3 clusters Score -2286710 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2286741.500000 Penalty: 3324.755859
	Iteration 28Q: 3 clusters Score -2286742 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2286765.250000 Penalty: 3324.755859
	Iteration 29Q: 3 clusters Score -2286765 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2286787.500000 Penalty: 3324.755859
	Iteration 30Q: 3 clusters Score -2286788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2286808.250000 Penalty: 3324.755859
	Iteration 31Q: 3 clusters Score -2286808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2286820.000000 Penalty: 3324.755859
	Iteration 32Q: 3 clusters Score -2286820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2286833.000000 Penalty: 3324.755859
	Iteration 33Q: 3 clusters Score -2286833 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2286851.750000 Penalty: 3324.755859
	Iteration 34Q: 3 clusters Score -2286852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2286858.750000 Penalty: 3324.755859
	Iteration 35Q: 3 clusters Score -2286859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2286863.000000 Penalty: 3324.755859
	Iteration 36Q: 3 clusters Score -2286863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2286870.000000 Penalty: 3324.755859
	Iteration 37Q: 3 clusters Score -2286870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2286873.500000 Penalty: 3324.755859
	Iteration 38Q: 3 clusters Score -2286874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2286872.500000 Penalty: 3324.755859
	Iteration 39Q: 3 clusters Score -2286872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2286876.250000 Penalty: 3324.755859
	Iteration 40F: 3 clusters Score -2286876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2286875.750000 Penalty: 3324.755859
	Iteration 41Q: 3 clusters Score -2286876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2286876.000000 Penalty: 3324.755859
	Iteration 42Q: 3 clusters Score -2286876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2286879.250000 Penalty: 3324.755859
	Iteration 43Q: 3 clusters Score -2286879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2286879.250000 Penalty: 3324.755859
	Iteration 44F: 3 clusters Score -2286879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Entering Unmasked Estep 
Score: -106704.289062 Penalty: 1190.764404
	Iteration 0F: 2 clusters Score -106704.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -104976.609375 Penalty: 2381.528809
	Iteration 0F: 3 clusters Score -104976.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -105536.750000 Penalty: 2381.528809
	Iteration 1F: 3 clusters Score -105536.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -105759.046875 Penalty: 2381.528809
	Iteration 2F: 3 clusters Score -105759 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -105895.125000 Penalty: 2381.528809
	Iteration 3F: 3 clusters Score -105895.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -105948.523438 Penalty: 2381.528809
	Iteration 4Q: 3 clusters Score -105948.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -105967.656250 Penalty: 2381.528809
	Iteration 5Q: 3 clusters Score -105967.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -105984.875000 Penalty: 2381.528809
	Iteration 6Q: 3 clusters Score -105984.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -106007.882812 Penalty: 2381.528809
	Iteration 7Q: 3 clusters Score -106007.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -106023.195312 Penalty: 2381.528809
	Iteration 8Q: 3 clusters Score -106023.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -106032.156250 Penalty: 2381.528809
	Iteration 9Q: 3 clusters Score -106032.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -106041.257812 Penalty: 2381.528809
	Iteration 10Q: 3 clusters Score -106041.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -106045.304688 Penalty: 2381.528809
	Iteration 11Q: 3 clusters Score -106045.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -106050.812500 Penalty: 2381.528809
	Iteration 12Q: 3 clusters Score -106050.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -106053.421875 Penalty: 2381.528809
	Iteration 13Q: 3 clusters Score -106053.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -106054.273438 Penalty: 2381.528809
	Iteration 14Q: 3 clusters Score -106054.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -106054.273438 Penalty: 2381.528809
	Iteration 15F: 3 clusters Score -106054.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Entering Unmasked Estep 
Score: -656766.375000 Penalty: 1444.198730
	Iteration 0F: 2 clusters Score -656766.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -651285.937500 Penalty: 2888.397461
	Iteration 0F: 3 clusters Score -651285.9 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -652920.687500 Penalty: 2888.397461
	Iteration 1F: 3 clusters Score -652920.7 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -653178.125000 Penalty: 2888.397461
	Iteration 2F: 3 clusters Score -653178.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -653406.000000 Penalty: 2888.397461
	Iteration 3F: 3 clusters Score -653406 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -653640.250000 Penalty: 2888.397461
	Iteration 4F: 3 clusters Score -653640.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -653937.187500 Penalty: 2888.397461
	Iteration 5F: 3 clusters Score -653937.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -654267.062500 Penalty: 2888.397461
	Iteration 6F: 3 clusters Score -654267.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -654633.937500 Penalty: 2888.397461
	Iteration 7F: 3 clusters Score -654633.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -655042.812500 Penalty: 2888.397461
	Iteration 8F: 3 clusters Score -655042.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -655356.875000 Penalty: 2888.397461
	Iteration 9Q: 3 clusters Score -655356.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -655612.375000 Penalty: 2888.397461
	Iteration 10Q: 3 clusters Score -655612.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -655742.375000 Penalty: 2888.397461
	Iteration 11Q: 3 clusters Score -655742.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -655793.500000 Penalty: 2888.397461
	Iteration 12Q: 3 clusters Score -655793.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -655814.875000 Penalty: 2888.397461
	Iteration 13Q: 3 clusters Score -655814.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -655825.937500 Penalty: 2888.397461
	Iteration 14Q: 3 clusters Score -655825.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -655832.312500 Penalty: 2888.397461
	Iteration 15Q: 3 clusters Score -655832.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -655836.375000 Penalty: 2888.397461
	Iteration 16Q: 3 clusters Score -655836.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -655836.937500 Penalty: 2888.397461
	Iteration 17Q: 3 clusters Score -655836.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -655837.062500 Penalty: 2888.397461
	Iteration 18Q: 3 clusters Score -655837.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -655838.375000 Penalty: 2888.397461
	Iteration 19Q: 3 clusters Score -655838.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -655837.375000 Penalty: 2888.397461
	Iteration 20F: 3 clusters Score -655837.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -655839.062500 Penalty: 2888.397461
	Iteration 21Q: 3 clusters Score -655839.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -655840.437500 Penalty: 2888.397461
	Iteration 22Q: 3 clusters Score -655840.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -655840.375000 Penalty: 2888.397461
	Iteration 23Q: 3 clusters Score -655840.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -655840.062500 Penalty: 2888.397461
	Iteration 24Q: 3 clusters Score -655840.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -655841.062500 Penalty: 2888.397461
	Iteration 25Q: 3 clusters Score -655841.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -655841.062500 Penalty: 2888.397461
	Iteration 26F: 3 clusters Score -655841.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Entering Unmasked Estep 
Score: -73046.648438 Penalty: 1100.439453
	Iteration 0F: 2 clusters Score -73046.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -71712.132812 Penalty: 2200.878906
	Iteration 0F: 3 clusters Score -71712.13 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -72005.570312 Penalty: 2200.878906
	Iteration 1F: 3 clusters Score -72005.57 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -72107.718750 Penalty: 2200.878906
	Iteration 2F: 3 clusters Score -72107.72 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -72173.179688 Penalty: 2200.878906
	Iteration 3F: 3 clusters Score -72173.18 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -72237.914062 Penalty: 2200.878906
	Iteration 4Q: 3 clusters Score -72237.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -72287.453125 Penalty: 2200.878906
	Iteration 5Q: 3 clusters Score -72287.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -72326.921875 Penalty: 2200.878906
	Iteration 6Q: 3 clusters Score -72326.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -72346.023438 Penalty: 2200.878906
	Iteration 7Q: 3 clusters Score -72346.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -72359.531250 Penalty: 2200.878906
	Iteration 8Q: 3 clusters Score -72359.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -72363.460938 Penalty: 2200.878906
	Iteration 9Q: 3 clusters Score -72363.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -72364.468750 Penalty: 2200.878906
	Iteration 10Q: 3 clusters Score -72364.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -72366.140625 Penalty: 2200.878906
	Iteration 11Q: 3 clusters Score -72366.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -72370.210938 Penalty: 2200.878906
	Iteration 12Q: 3 clusters Score -72370.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -72370.210938 Penalty: 2200.878906
	Iteration 13F: 3 clusters Score -72370.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (13263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Entering Unmasked Estep 
Score: -1229126.625000 Penalty: 1542.569092
	Iteration 0F: 2 clusters Score -1229127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1219972.375000 Penalty: 3085.138184
	Iteration 0F: 3 clusters Score -1219972 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1222991.125000 Penalty: 3085.138184
	Iteration 1F: 3 clusters Score -1222991 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1223250.250000 Penalty: 3085.138184
	Iteration 2F: 3 clusters Score -1223250 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1223472.625000 Penalty: 3085.138184
	Iteration 3Q: 3 clusters Score -1223473 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1223665.250000 Penalty: 3085.138184
	Iteration 4Q: 3 clusters Score -1223665 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1223855.125000 Penalty: 3085.138184
	Iteration 5Q: 3 clusters Score -1223855 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1224062.875000 Penalty: 3085.138184
	Iteration 6Q: 3 clusters Score -1224063 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1224271.750000 Penalty: 3085.138184
	Iteration 7Q: 3 clusters Score -1224272 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1224511.875000 Penalty: 3085.138184
	Iteration 8Q: 3 clusters Score -1224512 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1224724.375000 Penalty: 3085.138184
	Iteration 9Q: 3 clusters Score -1224724 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1224932.750000 Penalty: 3085.138184
	Iteration 10Q: 3 clusters Score -1224933 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1225128.375000 Penalty: 3085.138184
	Iteration 11Q: 3 clusters Score -1225128 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1225315.625000 Penalty: 3085.138184
	Iteration 12Q: 3 clusters Score -1225316 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1225477.875000 Penalty: 3085.138184
	Iteration 13Q: 3 clusters Score -1225478 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1225618.625000 Penalty: 3085.138184
	Iteration 14Q: 3 clusters Score -1225619 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1225770.875000 Penalty: 3085.138184
	Iteration 15Q: 3 clusters Score -1225771 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1225904.250000 Penalty: 3085.138184
	Iteration 16Q: 3 clusters Score -1225904 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1226025.625000 Penalty: 3085.138184
	Iteration 17Q: 3 clusters Score -1226026 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1226148.000000 Penalty: 3085.138184
	Iteration 18Q: 3 clusters Score -1226148 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1226254.000000 Penalty: 3085.138184
	Iteration 19Q: 3 clusters Score -1226254 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1226342.500000 Penalty: 3085.138184
	Iteration 20F: 3 clusters Score -1226342 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1226430.375000 Penalty: 3085.138184
	Iteration 21Q: 3 clusters Score -1226430 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1226509.625000 Penalty: 3085.138184
	Iteration 22Q: 3 clusters Score -1226510 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1226595.875000 Penalty: 3085.138184
	Iteration 23Q: 3 clusters Score -1226596 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1226692.625000 Penalty: 3085.138184
	Iteration 24Q: 3 clusters Score -1226693 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1226774.125000 Penalty: 3085.138184
	Iteration 25Q: 3 clusters Score -1226774 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1226858.125000 Penalty: 3085.138184
	Iteration 26Q: 3 clusters Score -1226858 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1226923.500000 Penalty: 3085.138184
	Iteration 27Q: 3 clusters Score -1226924 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1226989.250000 Penalty: 3085.138184
	Iteration 28Q: 3 clusters Score -1226989 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1227049.250000 Penalty: 3085.138184
	Iteration 29Q: 3 clusters Score -1227049 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1227107.125000 Penalty: 3085.138184
	Iteration 30Q: 3 clusters Score -1227107 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1227156.375000 Penalty: 3085.138184
	Iteration 31Q: 3 clusters Score -1227156 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1227213.125000 Penalty: 3085.138184
	Iteration 32Q: 3 clusters Score -1227213 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1227267.375000 Penalty: 3085.138184
	Iteration 33Q: 3 clusters Score -1227267 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1227326.000000 Penalty: 3085.138184
	Iteration 34Q: 3 clusters Score -1227326 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1227382.125000 Penalty: 3085.138184
	Iteration 35Q: 3 clusters Score -1227382 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1227432.000000 Penalty: 3085.138184
	Iteration 36Q: 3 clusters Score -1227432 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1227486.125000 Penalty: 3085.138184
	Iteration 37Q: 3 clusters Score -1227486 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1227527.750000 Penalty: 3085.138184
	Iteration 38Q: 3 clusters Score -1227528 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1227559.500000 Penalty: 3085.138184
	Iteration 39Q: 3 clusters Score -1227560 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1227591.500000 Penalty: 3085.138184
	Iteration 40F: 3 clusters Score -1227592 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1227609.125000 Penalty: 3085.138184
	Iteration 41Q: 3 clusters Score -1227609 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1227624.500000 Penalty: 3085.138184
	Iteration 42Q: 3 clusters Score -1227624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1227636.500000 Penalty: 3085.138184
	Iteration 43Q: 3 clusters Score -1227636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1227643.250000 Penalty: 3085.138184
	Iteration 44Q: 3 clusters Score -1227643 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1227656.125000 Penalty: 3085.138184
	Iteration 45Q: 3 clusters Score -1227656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1227665.125000 Penalty: 3085.138184
	Iteration 46Q: 3 clusters Score -1227665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1227673.250000 Penalty: 3085.138184
	Iteration 47Q: 3 clusters Score -1227673 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1227684.000000 Penalty: 3085.138184
	Iteration 48Q: 3 clusters Score -1227684 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1227697.875000 Penalty: 3085.138184
	Iteration 49Q: 3 clusters Score -1227698 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1227714.125000 Penalty: 3085.138184
	Iteration 50Q: 3 clusters Score -1227714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1227729.625000 Penalty: 3085.138184
	Iteration 51Q: 3 clusters Score -1227730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1227740.000000 Penalty: 3085.138184
	Iteration 52Q: 3 clusters Score -1227740 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1227756.625000 Penalty: 3085.138184
	Iteration 53Q: 3 clusters Score -1227757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1227758.375000 Penalty: 3085.138184
	Iteration 54Q: 3 clusters Score -1227758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1227768.375000 Penalty: 3085.138184
	Iteration 55Q: 3 clusters Score -1227768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1227769.375000 Penalty: 3085.138184
	Iteration 56Q: 3 clusters Score -1227769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1227774.250000 Penalty: 3085.138184
	Iteration 57Q: 3 clusters Score -1227774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1227775.000000 Penalty: 3085.138184
	Iteration 58Q: 3 clusters Score -1227775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1227776.000000 Penalty: 3085.138184
	Iteration 59Q: 3 clusters Score -1227776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1227776.000000 Penalty: 3085.138184
	Iteration 60F: 3 clusters Score -1227776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1227778.625000 Penalty: 3085.138184
	Iteration 61Q: 3 clusters Score -1227779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1227778.875000 Penalty: 3085.138184
	Iteration 62Q: 3 clusters Score -1227779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1227784.000000 Penalty: 3085.138184
	Iteration 63Q: 3 clusters Score -1227784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1227787.500000 Penalty: 3085.138184
	Iteration 64Q: 3 clusters Score -1227788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1227792.125000 Penalty: 3085.138184
	Iteration 65Q: 3 clusters Score -1227792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1227801.125000 Penalty: 3085.138184
	Iteration 66Q: 3 clusters Score -1227801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1227810.000000 Penalty: 3085.138184
	Iteration 67Q: 3 clusters Score -1227810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1227815.500000 Penalty: 3085.138184
	Iteration 68Q: 3 clusters Score -1227816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1227824.750000 Penalty: 3085.138184
	Iteration 69Q: 3 clusters Score -1227825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1227823.750000 Penalty: 3085.138184
	Iteration 70Q: 3 clusters Score -1227824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1227826.875000 Penalty: 3085.138184
	Iteration 71Q: 3 clusters Score -1227827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1227827.500000 Penalty: 3085.138184
	Iteration 72Q: 3 clusters Score -1227828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1227828.375000 Penalty: 3085.138184
	Iteration 73Q: 3 clusters Score -1227828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1227828.500000 Penalty: 3085.138184
	Iteration 74Q: 3 clusters Score -1227828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1227830.125000 Penalty: 3085.138184
	Iteration 75Q: 3 clusters Score -1227830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1227829.625000 Penalty: 3085.138184
	Iteration 76Q: 3 clusters Score -1227830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1227829.625000 Penalty: 3085.138184
	Iteration 77F: 3 clusters Score -1227830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Entering Unmasked Estep 
Score: -104369.531250 Penalty: 1154.423462
	Iteration 0F: 2 clusters Score -104369.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -102801.531250 Penalty: 2308.846924
	Iteration 0F: 3 clusters Score -102801.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -103091.414062 Penalty: 2308.846924
	Iteration 1F: 3 clusters Score -103091.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -103147.750000 Penalty: 2308.846924
	Iteration 2F: 3 clusters Score -103147.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -103191.554688 Penalty: 2308.846924
	Iteration 3Q: 3 clusters Score -103191.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -103229.937500 Penalty: 2308.846924
	Iteration 4Q: 3 clusters Score -103229.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -103254.882812 Penalty: 2308.846924
	Iteration 5Q: 3 clusters Score -103254.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -103269.554688 Penalty: 2308.846924
	Iteration 6Q: 3 clusters Score -103269.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -103281.085938 Penalty: 2308.846924
	Iteration 7Q: 3 clusters Score -103281.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -103291.273438 Penalty: 2308.846924
	Iteration 8Q: 3 clusters Score -103291.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -103294.882812 Penalty: 2308.846924
	Iteration 9Q: 3 clusters Score -103294.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -103297.515625 Penalty: 2308.846924
	Iteration 10Q: 3 clusters Score -103297.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -103300.539062 Penalty: 2308.846924
	Iteration 11Q: 3 clusters Score -103300.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -103301.843750 Penalty: 2308.846924
	Iteration 12Q: 3 clusters Score -103301.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -103303.070312 Penalty: 2308.846924
	Iteration 13Q: 3 clusters Score -103303.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -103303.398438 Penalty: 2308.846924
	Iteration 14Q: 3 clusters Score -103303.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -103303.398438 Penalty: 2308.846924
	Iteration 15F: 3 clusters Score -103303.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Entering Unmasked Estep 
Score: -1016151.812500 Penalty: 1511.576294
	Iteration 0F: 2 clusters Score -1016152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1008359.125000 Penalty: 3023.152588
	Iteration 0F: 3 clusters Score -1008359 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1010935.250000 Penalty: 3023.152588
	Iteration 1F: 3 clusters Score -1010935 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1011166.812500 Penalty: 3023.152588
	Iteration 2F: 3 clusters Score -1011167 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1011371.687500 Penalty: 3023.152588
	Iteration 3Q: 3 clusters Score -1011372 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1011586.375000 Penalty: 3023.152588
	Iteration 4Q: 3 clusters Score -1011586 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1011824.250000 Penalty: 3023.152588
	Iteration 5Q: 3 clusters Score -1011824 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1012071.000000 Penalty: 3023.152588
	Iteration 6Q: 3 clusters Score -1012071 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1012344.375000 Penalty: 3023.152588
	Iteration 7Q: 3 clusters Score -1012344 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1012599.250000 Penalty: 3023.152588
	Iteration 8Q: 3 clusters Score -1012599 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1012815.750000 Penalty: 3023.152588
	Iteration 9Q: 3 clusters Score -1012816 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1013019.875000 Penalty: 3023.152588
	Iteration 10Q: 3 clusters Score -1013020 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1013192.062500 Penalty: 3023.152588
	Iteration 11Q: 3 clusters Score -1013192 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1013353.937500 Penalty: 3023.152588
	Iteration 12Q: 3 clusters Score -1013354 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1013510.625000 Penalty: 3023.152588
	Iteration 13Q: 3 clusters Score -1013511 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1013663.687500 Penalty: 3023.152588
	Iteration 14Q: 3 clusters Score -1013664 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1013827.375000 Penalty: 3023.152588
	Iteration 15Q: 3 clusters Score -1013827 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1013978.937500 Penalty: 3023.152588
	Iteration 16Q: 3 clusters Score -1013979 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1014098.687500 Penalty: 3023.152588
	Iteration 17Q: 3 clusters Score -1014099 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1014203.812500 Penalty: 3023.152588
	Iteration 18Q: 3 clusters Score -1014204 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1014293.312500 Penalty: 3023.152588
	Iteration 19Q: 3 clusters Score -1014293 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1014370.375000 Penalty: 3023.152588
	Iteration 20F: 3 clusters Score -1014370 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1014431.250000 Penalty: 3023.152588
	Iteration 21Q: 3 clusters Score -1014431 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1014479.062500 Penalty: 3023.152588
	Iteration 22Q: 3 clusters Score -1014479 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1014527.187500 Penalty: 3023.152588
	Iteration 23Q: 3 clusters Score -1014527 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1014556.375000 Penalty: 3023.152588
	Iteration 24Q: 3 clusters Score -1014556 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1014596.312500 Penalty: 3023.152588
	Iteration 25Q: 3 clusters Score -1014596 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1014632.625000 Penalty: 3023.152588
	Iteration 26Q: 3 clusters Score -1014633 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1014666.750000 Penalty: 3023.152588
	Iteration 27Q: 3 clusters Score -1014667 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1014718.250000 Penalty: 3023.152588
	Iteration 28Q: 3 clusters Score -1014718 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1014748.250000 Penalty: 3023.152588
	Iteration 29Q: 3 clusters Score -1014748 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1014774.125000 Penalty: 3023.152588
	Iteration 30Q: 3 clusters Score -1014774 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1014788.000000 Penalty: 3023.152588
	Iteration 31Q: 3 clusters Score -1014788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1014800.375000 Penalty: 3023.152588
	Iteration 32Q: 3 clusters Score -1014800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1014806.687500 Penalty: 3023.152588
	Iteration 33Q: 3 clusters Score -1014807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1014815.375000 Penalty: 3023.152588
	Iteration 34Q: 3 clusters Score -1014815 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1014824.187500 Penalty: 3023.152588
	Iteration 35Q: 3 clusters Score -1014824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1014828.937500 Penalty: 3023.152588
	Iteration 36Q: 3 clusters Score -1014829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1014836.750000 Penalty: 3023.152588
	Iteration 37Q: 3 clusters Score -1014837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1014845.562500 Penalty: 3023.152588
	Iteration 38Q: 3 clusters Score -1014846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1014855.875000 Penalty: 3023.152588
	Iteration 39Q: 3 clusters Score -1014856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1014865.812500 Penalty: 3023.152588
	Iteration 40F: 3 clusters Score -1014866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1014875.875000 Penalty: 3023.152588
	Iteration 41Q: 3 clusters Score -1014876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1014885.437500 Penalty: 3023.152588
	Iteration 42Q: 3 clusters Score -1014885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1014893.187500 Penalty: 3023.152588
	Iteration 43Q: 3 clusters Score -1014893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1014900.312500 Penalty: 3023.152588
	Iteration 44Q: 3 clusters Score -1014900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1014907.125000 Penalty: 3023.152588
	Iteration 45Q: 3 clusters Score -1014907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1014906.812500 Penalty: 3023.152588
	Iteration 46Q: 3 clusters Score -1014907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1014908.062500 Penalty: 3023.152588
	Iteration 47Q: 3 clusters Score -1014908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1014909.500000 Penalty: 3023.152588
	Iteration 48Q: 3 clusters Score -1014910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1014910.000000 Penalty: 3023.152588
	Iteration 49Q: 3 clusters Score -1014910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1014912.250000 Penalty: 3023.152588
	Iteration 50Q: 3 clusters Score -1014912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1014913.875000 Penalty: 3023.152588
	Iteration 51Q: 3 clusters Score -1014914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1014913.937500 Penalty: 3023.152588
	Iteration 52Q: 3 clusters Score -1014914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1014913.500000 Penalty: 3023.152588
	Iteration 53Q: 3 clusters Score -1014914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1014913.500000 Penalty: 3023.152588
	Iteration 54F: 3 clusters Score -1014914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (73847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73847 members 
Entering Unmasked Estep 
Score: -6813528.500000 Penalty: 1821.584595
	Iteration 0F: 2 clusters Score -6813528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -6764224.500000 Penalty: 3643.169189
	Iteration 0F: 3 clusters Score -6764224 nChanged 35110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
Score: -6784878.000000 Penalty: 3643.169189
	Iteration 1F: 3 clusters Score -6784878 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -6785692.500000 Penalty: 3643.169189
	Iteration 2Q: 3 clusters Score -6785692 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -6786720.500000 Penalty: 3643.169189
	Iteration 3Q: 3 clusters Score -6786720 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -6788125.000000 Penalty: 3643.169189
	Iteration 4Q: 3 clusters Score -6788125 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -6789821.000000 Penalty: 3643.169189
	Iteration 5F: 3 clusters Score -6789821 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 45772 members 
Entering Unmasked Estep 
Score: -6791836.000000 Penalty: 3643.169189
	Iteration 6F: 3 clusters Score -6791836 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 48808 members 
Entering Unmasked Estep 
Score: -6794024.500000 Penalty: 3643.169189
	Iteration 7F: 3 clusters Score -6794024 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 52011 members 
Entering Unmasked Estep 
Score: -6796304.500000 Penalty: 3643.169189
	Iteration 8F: 3 clusters Score -6796304 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 55345 members 
Entering Unmasked Estep 
Score: -6798476.000000 Penalty: 3643.169189
	Iteration 9F: 3 clusters Score -6798476 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 58798 members 
Entering Unmasked Estep 
Score: -6800847.500000 Penalty: 3643.169189
	Iteration 10Q: 3 clusters Score -6800848 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 62233 members 
Entering Unmasked Estep 
Score: -6803354.000000 Penalty: 3643.169189
	Iteration 11Q: 3 clusters Score -6803354 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 65426 members 
Entering Unmasked Estep 
Score: -6805936.000000 Penalty: 3643.169189
	Iteration 12Q: 3 clusters Score -6805936 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 67989 members 
Entering Unmasked Estep 
Score: -6808002.500000 Penalty: 3643.169189
	Iteration 13Q: 3 clusters Score -6808002 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 69749 members 
Entering Unmasked Estep 
Score: -6809356.000000 Penalty: 3643.169189
	Iteration 14Q: 3 clusters Score -6809356 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 70923 members 
Entering Unmasked Estep 
Score: -6810315.000000 Penalty: 3643.169189
	Iteration 15Q: 3 clusters Score -6810315 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 71697 members 
Entering Unmasked Estep 
Score: -6810922.500000 Penalty: 3643.169189
	Iteration 16Q: 3 clusters Score -6810922 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 72164 members 
Entering Unmasked Estep 
Score: -6811275.500000 Penalty: 3643.169189
	Iteration 17Q: 3 clusters Score -6811276 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 72439 members 
Entering Unmasked Estep 
Score: -6811450.500000 Penalty: 3643.169189
	Iteration 18Q: 3 clusters Score -6811450 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 72628 members 
Entering Unmasked Estep 
Score: -6811577.000000 Penalty: 3643.169189
	Iteration 19Q: 3 clusters Score -6811577 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 72778 members 
Entering Unmasked Estep 
Score: -6811673.000000 Penalty: 3643.169189
	Iteration 20F: 3 clusters Score -6811673 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 72886 members 
Entering Unmasked Estep 
Score: -6811734.000000 Penalty: 3643.169189
	Iteration 21Q: 3 clusters Score -6811734 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 72970 members 
Entering Unmasked Estep 
Score: -6811799.000000 Penalty: 3643.169189
	Iteration 22Q: 3 clusters Score -6811799 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 73039 members 
Entering Unmasked Estep 
Score: -6811842.000000 Penalty: 3643.169189
	Iteration 23Q: 3 clusters Score -6811842 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 73085 members 
Entering Unmasked Estep 
Score: -6811869.500000 Penalty: 3643.169189
	Iteration 24Q: 3 clusters Score -6811870 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 73119 members 
Entering Unmasked Estep 
Score: -6811889.000000 Penalty: 3643.169189
	Iteration 25Q: 3 clusters Score -6811889 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 73145 members 
Entering Unmasked Estep 
Score: -6811902.000000 Penalty: 3643.169189
	Iteration 26Q: 3 clusters Score -6811902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 73164 members 
Entering Unmasked Estep 
Score: -6811907.500000 Penalty: 3643.169189
	Iteration 27Q: 3 clusters Score -6811908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 73183 members 
Entering Unmasked Estep 
Score: -6811912.500000 Penalty: 3643.169189
	Iteration 28Q: 3 clusters Score -6811912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 73204 members 
Entering Unmasked Estep 
Score: -6811911.000000 Penalty: 3643.169189
	Iteration 29Q: 3 clusters Score -6811911 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 73215 members 
Entering Unmasked Estep 
Score: -6811914.500000 Penalty: 3643.169189
	Iteration 30Q: 3 clusters Score -6811914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 73229 members 
Entering Unmasked Estep 
Score: -6811923.000000 Penalty: 3643.169189
	Iteration 31Q: 3 clusters Score -6811923 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 73243 members 
Entering Unmasked Estep 
Score: -6811933.500000 Penalty: 3643.169189
	Iteration 32Q: 3 clusters Score -6811934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 73254 members 
Entering Unmasked Estep 
Score: -6811941.000000 Penalty: 3643.169189
	Iteration 33Q: 3 clusters Score -6811941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 73261 members 
Entering Unmasked Estep 
Score: -6811950.500000 Penalty: 3643.169189
	Iteration 34Q: 3 clusters Score -6811950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 73264 members 
Entering Unmasked Estep 
Score: -6811952.500000 Penalty: 3643.169189
	Iteration 35Q: 3 clusters Score -6811952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 73267 members 
Entering Unmasked Estep 
Score: -6811954.500000 Penalty: 3643.169189
	Iteration 36Q: 3 clusters Score -6811954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 73270 members 
Entering Unmasked Estep 
Score: -6811956.000000 Penalty: 3643.169189
	Iteration 37Q: 3 clusters Score -6811956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 73274 members 
Entering Unmasked Estep 
Score: -6811957.500000 Penalty: 3643.169189
	Iteration 38Q: 3 clusters Score -6811958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 73277 members 
Entering Unmasked Estep 
Score: -6811957.000000 Penalty: 3643.169189
	Iteration 39Q: 3 clusters Score -6811957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 73283 members 
Entering Unmasked Estep 
Score: -6811966.000000 Penalty: 3643.169189
	Iteration 40F: 3 clusters Score -6811966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 73289 members 
Entering Unmasked Estep 
Score: -6811964.000000 Penalty: 3643.169189
	Iteration 41Q: 3 clusters Score -6811964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 73293 members 
Entering Unmasked Estep 
Score: -6811968.000000 Penalty: 3643.169189
	Iteration 42Q: 3 clusters Score -6811968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 73295 members 
Entering Unmasked Estep 
Score: -6811965.000000 Penalty: 3643.169189
	Iteration 43Q: 3 clusters Score -6811965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 73299 members 
Entering Unmasked Estep 
Score: -6811966.000000 Penalty: 3643.169189
	Iteration 44Q: 3 clusters Score -6811966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 73301 members 
Entering Unmasked Estep 
Score: -6811967.000000 Penalty: 3643.169189
	Iteration 45Q: 3 clusters Score -6811967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 73303 members 
Entering Unmasked Estep 
Score: -6811965.000000 Penalty: 3643.169189
	Iteration 46Q: 3 clusters Score -6811965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 73303 members 
Entering Unmasked Estep 
Score: -6811965.000000 Penalty: 3643.169189
	Iteration 47F: 3 clusters Score -6811965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Entering Unmasked Estep 
Score: -281487.843750 Penalty: 1310.452271
	Iteration 0F: 2 clusters Score -281487.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -278639.718750 Penalty: 2620.904541
	Iteration 0F: 3 clusters Score -278639.7 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -279373.937500 Penalty: 2620.904541
	Iteration 1F: 3 clusters Score -279373.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -279629.906250 Penalty: 2620.904541
	Iteration 2F: 3 clusters Score -279629.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -279799.500000 Penalty: 2620.904541
	Iteration 3F: 3 clusters Score -279799.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -279945.500000 Penalty: 2620.904541
	Iteration 4F: 3 clusters Score -279945.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -280077.687500 Penalty: 2620.904541
	Iteration 5F: 3 clusters Score -280077.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -280198.187500 Penalty: 2620.904541
	Iteration 6Q: 3 clusters Score -280198.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -280291.625000 Penalty: 2620.904541
	Iteration 7Q: 3 clusters Score -280291.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -280363.156250 Penalty: 2620.904541
	Iteration 8Q: 3 clusters Score -280363.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -280436.437500 Penalty: 2620.904541
	Iteration 9Q: 3 clusters Score -280436.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -280499.687500 Penalty: 2620.904541
	Iteration 10Q: 3 clusters Score -280499.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -280556.593750 Penalty: 2620.904541
	Iteration 11Q: 3 clusters Score -280556.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -280593.500000 Penalty: 2620.904541
	Iteration 12Q: 3 clusters Score -280593.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -280622.093750 Penalty: 2620.904541
	Iteration 13Q: 3 clusters Score -280622.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -280646.906250 Penalty: 2620.904541
	Iteration 14Q: 3 clusters Score -280646.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -280658.468750 Penalty: 2620.904541
	Iteration 15Q: 3 clusters Score -280658.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -280668.250000 Penalty: 2620.904541
	Iteration 16Q: 3 clusters Score -280668.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -280674.437500 Penalty: 2620.904541
	Iteration 17Q: 3 clusters Score -280674.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -280680.406250 Penalty: 2620.904541
	Iteration 18Q: 3 clusters Score -280680.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -280683.250000 Penalty: 2620.904541
	Iteration 19Q: 3 clusters Score -280683.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -280686.406250 Penalty: 2620.904541
	Iteration 20F: 3 clusters Score -280686.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -280698.062500 Penalty: 2620.904541
	Iteration 21Q: 3 clusters Score -280698.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -280709.343750 Penalty: 2620.904541
	Iteration 22Q: 3 clusters Score -280709.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -280720.937500 Penalty: 2620.904541
	Iteration 23Q: 3 clusters Score -280720.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -280735.593750 Penalty: 2620.904541
	Iteration 24Q: 3 clusters Score -280735.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -280762.437500 Penalty: 2620.904541
	Iteration 25Q: 3 clusters Score -280762.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -280791.125000 Penalty: 2620.904541
	Iteration 26Q: 3 clusters Score -280791.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -280825.312500 Penalty: 2620.904541
	Iteration 27Q: 3 clusters Score -280825.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -280870.000000 Penalty: 2620.904541
	Iteration 28Q: 3 clusters Score -280870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -280909.812500 Penalty: 2620.904541
	Iteration 29Q: 3 clusters Score -280909.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -280939.500000 Penalty: 2620.904541
	Iteration 30Q: 3 clusters Score -280939.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -280960.562500 Penalty: 2620.904541
	Iteration 31Q: 3 clusters Score -280960.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -280974.218750 Penalty: 2620.904541
	Iteration 32Q: 3 clusters Score -280974.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -280989.531250 Penalty: 2620.904541
	Iteration 33Q: 3 clusters Score -280989.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -280997.375000 Penalty: 2620.904541
	Iteration 34Q: 3 clusters Score -280997.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -281002.000000 Penalty: 2620.904541
	Iteration 35Q: 3 clusters Score -281002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -281006.656250 Penalty: 2620.904541
	Iteration 36Q: 3 clusters Score -281006.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -281011.406250 Penalty: 2620.904541
	Iteration 37Q: 3 clusters Score -281011.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -281016.500000 Penalty: 2620.904541
	Iteration 38Q: 3 clusters Score -281016.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -281020.500000 Penalty: 2620.904541
	Iteration 39Q: 3 clusters Score -281020.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -281024.406250 Penalty: 2620.904541
	Iteration 40F: 3 clusters Score -281024.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -281026.781250 Penalty: 2620.904541
	Iteration 41Q: 3 clusters Score -281026.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -281030.375000 Penalty: 2620.904541
	Iteration 42Q: 3 clusters Score -281030.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -281032.812500 Penalty: 2620.904541
	Iteration 43Q: 3 clusters Score -281032.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -281037.406250 Penalty: 2620.904541
	Iteration 44Q: 3 clusters Score -281037.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -281041.968750 Penalty: 2620.904541
	Iteration 45Q: 3 clusters Score -281042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -281048.625000 Penalty: 2620.904541
	Iteration 46Q: 3 clusters Score -281048.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -281052.312500 Penalty: 2620.904541
	Iteration 47Q: 3 clusters Score -281052.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -281053.406250 Penalty: 2620.904541
	Iteration 48Q: 3 clusters Score -281053.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -281053.937500 Penalty: 2620.904541
	Iteration 49Q: 3 clusters Score -281053.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -281055.125000 Penalty: 2620.904541
	Iteration 50Q: 3 clusters Score -281055.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -281055.125000 Penalty: 2620.904541
	Iteration 51F: 3 clusters Score -281055.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Entering Unmasked Estep 
Score: -121783.609375 Penalty: 1190.336670
	Iteration 0F: 2 clusters Score -121783.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -120072.164062 Penalty: 2380.673340
	Iteration 0F: 3 clusters Score -120072.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -120646.351562 Penalty: 2380.673340
	Iteration 1F: 3 clusters Score -120646.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -120952.132812 Penalty: 2380.673340
	Iteration 2F: 3 clusters Score -120952.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -121108.500000 Penalty: 2380.673340
	Iteration 3F: 3 clusters Score -121108.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -121243.453125 Penalty: 2380.673340
	Iteration 4F: 3 clusters Score -121243.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -121401.507812 Penalty: 2380.673340
	Iteration 5F: 3 clusters Score -121401.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -121531.156250 Penalty: 2380.673340
	Iteration 6Q: 3 clusters Score -121531.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -121621.601562 Penalty: 2380.673340
	Iteration 7Q: 3 clusters Score -121621.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -121682.976562 Penalty: 2380.673340
	Iteration 8Q: 3 clusters Score -121683 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -121718.125000 Penalty: 2380.673340
	Iteration 9Q: 3 clusters Score -121718.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -121725.414062 Penalty: 2380.673340
	Iteration 10Q: 3 clusters Score -121725.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -121734.320312 Penalty: 2380.673340
	Iteration 11Q: 3 clusters Score -121734.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -121738.351562 Penalty: 2380.673340
	Iteration 12Q: 3 clusters Score -121738.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -121745.195312 Penalty: 2380.673340
	Iteration 13Q: 3 clusters Score -121745.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -121748.312500 Penalty: 2380.673340
	Iteration 14Q: 3 clusters Score -121748.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -121753.320312 Penalty: 2380.673340
	Iteration 15Q: 3 clusters Score -121753.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -121754.843750 Penalty: 2380.673340
	Iteration 16Q: 3 clusters Score -121754.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -121756.742188 Penalty: 2380.673340
	Iteration 17Q: 3 clusters Score -121756.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -121758.890625 Penalty: 2380.673340
	Iteration 18Q: 3 clusters Score -121758.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -121762.789062 Penalty: 2380.673340
	Iteration 19Q: 3 clusters Score -121762.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -121765.062500 Penalty: 2380.673340
	Iteration 20F: 3 clusters Score -121765.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -121766.171875 Penalty: 2380.673340
	Iteration 21Q: 3 clusters Score -121766.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -121766.171875 Penalty: 2380.673340
	Iteration 22F: 3 clusters Score -121766.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -69675.218750 Penalty: 1090.657837
	Iteration 0F: 2 clusters Score -69675.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -68363.140625 Penalty: 2181.315674
	Iteration 0F: 3 clusters Score -68363.14 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -68598.828125 Penalty: 2181.315674
	Iteration 1F: 3 clusters Score -68598.83 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -68659.320312 Penalty: 2181.315674
	Iteration 2F: 3 clusters Score -68659.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -68674.765625 Penalty: 2181.315674
	Iteration 3Q: 3 clusters Score -68674.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -68688.789062 Penalty: 2181.315674
	Iteration 4Q: 3 clusters Score -68688.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -68695.023438 Penalty: 2181.315674
	Iteration 5Q: 3 clusters Score -68695.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -68701.992188 Penalty: 2181.315674
	Iteration 6Q: 3 clusters Score -68701.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -68712.109375 Penalty: 2181.315674
	Iteration 7Q: 3 clusters Score -68712.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -68719.148438 Penalty: 2181.315674
	Iteration 8Q: 3 clusters Score -68719.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -68723.703125 Penalty: 2181.315674
	Iteration 9Q: 3 clusters Score -68723.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -68727.179688 Penalty: 2181.315674
	Iteration 10Q: 3 clusters Score -68727.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -68730.585938 Penalty: 2181.315674
	Iteration 11Q: 3 clusters Score -68730.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -68732.812500 Penalty: 2181.315674
	Iteration 12Q: 3 clusters Score -68732.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -68733.132812 Penalty: 2181.315674
	Iteration 13Q: 3 clusters Score -68733.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -68733.656250 Penalty: 2181.315674
	Iteration 14Q: 3 clusters Score -68733.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -68735.031250 Penalty: 2181.315674
	Iteration 15Q: 3 clusters Score -68735.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -68736.265625 Penalty: 2181.315674
	Iteration 16Q: 3 clusters Score -68736.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -68737.265625 Penalty: 2181.315674
	Iteration 17Q: 3 clusters Score -68737.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -68741.453125 Penalty: 2181.315674
	Iteration 18Q: 3 clusters Score -68741.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -68743.882812 Penalty: 2181.315674
	Iteration 19Q: 3 clusters Score -68743.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -68745.656250 Penalty: 2181.315674
	Iteration 20F: 3 clusters Score -68745.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -68747.046875 Penalty: 2181.315674
	Iteration 21Q: 3 clusters Score -68747.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -68748.460938 Penalty: 2181.315674
	Iteration 22Q: 3 clusters Score -68748.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -68748.460938 Penalty: 2181.315674
	Iteration 23F: 3 clusters Score -68748.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -29013.207031 Penalty: 963.125488
	Iteration 0F: 2 clusters Score -29013.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -28034.802734 Penalty: 1926.250977
	Iteration 0F: 3 clusters Score -28034.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -28179.015625 Penalty: 1926.250977
	Iteration 1F: 3 clusters Score -28179.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28203.251953 Penalty: 1926.250977
	Iteration 2Q: 3 clusters Score -28203.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28206.162109 Penalty: 1926.250977
	Iteration 3Q: 3 clusters Score -28206.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -28206.503906 Penalty: 1926.250977
	Iteration 4Q: 3 clusters Score -28206.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -28206.503906 Penalty: 1926.250977
	Iteration 5F: 3 clusters Score -28206.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -38694.414062 Penalty: 993.473389
	Iteration 0F: 2 clusters Score -38694.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -37632.164062 Penalty: 1986.946777
	Iteration 0F: 3 clusters Score -37632.16 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -37770.421875 Penalty: 1986.946777
	Iteration 1F: 3 clusters Score -37770.42 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -37845.464844 Penalty: 1986.946777
	Iteration 2F: 3 clusters Score -37845.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -37909.164062 Penalty: 1986.946777
	Iteration 3Q: 3 clusters Score -37909.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -37950.132812 Penalty: 1986.946777
	Iteration 4Q: 3 clusters Score -37950.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -37988.468750 Penalty: 1986.946777
	Iteration 5Q: 3 clusters Score -37988.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -38028.992188 Penalty: 1986.946777
	Iteration 6Q: 3 clusters Score -38028.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -38066.066406 Penalty: 1986.946777
	Iteration 7Q: 3 clusters Score -38066.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -38079.757812 Penalty: 1986.946777
	Iteration 8Q: 3 clusters Score -38079.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -38091.300781 Penalty: 1986.946777
	Iteration 9Q: 3 clusters Score -38091.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -38099.109375 Penalty: 1986.946777
	Iteration 10Q: 3 clusters Score -38099.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -38112.472656 Penalty: 1986.946777
	Iteration 11Q: 3 clusters Score -38112.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -38121.972656 Penalty: 1986.946777
	Iteration 12Q: 3 clusters Score -38121.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -38125.367188 Penalty: 1986.946777
	Iteration 13Q: 3 clusters Score -38125.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -38125.367188 Penalty: 1986.946777
	Iteration 14F: 3 clusters Score -38125.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (87024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87024 members 
Entering Unmasked Estep 
Score: -8019315.500000 Penalty: 1848.265137
	Iteration 0F: 2 clusters Score -8019316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -7961291.000000 Penalty: 3696.530273
	Iteration 0F: 3 clusters Score -7961291 nChanged 41313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 43256 members 
Entering Unmasked Estep 
Score: -7985774.500000 Penalty: 3696.530273
	Iteration 1F: 3 clusters Score -7985774 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43762 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -7986931.000000 Penalty: 3696.530273
	Iteration 2Q: 3 clusters Score -7986931 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -7988322.000000 Penalty: 3696.530273
	Iteration 3Q: 3 clusters Score -7988322 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -7990319.000000 Penalty: 3696.530273
	Iteration 4Q: 3 clusters Score -7990319 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -7992867.000000 Penalty: 3696.530273
	Iteration 5F: 3 clusters Score -7992867 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -7996100.500000 Penalty: 3696.530273
	Iteration 6F: 3 clusters Score -7996100 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -7999451.000000 Penalty: 3696.530273
	Iteration 7F: 3 clusters Score -7999451 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 43349 members 
Entering Unmasked Estep 
Score: -8002080.500000 Penalty: 3696.530273
	Iteration 8F: 3 clusters Score -8002080 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -8003530.000000 Penalty: 3696.530273
	Iteration 9Q: 3 clusters Score -8003530 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -8004155.500000 Penalty: 3696.530273
	Iteration 10Q: 3 clusters Score -8004156 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42725 members 
Mstep: Class 2 contains 44299 members 
Entering Unmasked Estep 
Score: -8004464.500000 Penalty: 3696.530273
	Iteration 11Q: 3 clusters Score -8004464 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -8004729.000000 Penalty: 3696.530273
	Iteration 12Q: 3 clusters Score -8004729 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 45116 members 
Entering Unmasked Estep 
Score: -8004949.000000 Penalty: 3696.530273
	Iteration 13Q: 3 clusters Score -8004949 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -8005080.000000 Penalty: 3696.530273
	Iteration 14Q: 3 clusters Score -8005080 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -8005277.500000 Penalty: 3696.530273
	Iteration 15Q: 3 clusters Score -8005278 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 46632 members 
Entering Unmasked Estep 
Score: -8005476.000000 Penalty: 3696.530273
	Iteration 16Q: 3 clusters Score -8005476 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 47257 members 
Entering Unmasked Estep 
Score: -8005702.000000 Penalty: 3696.530273
	Iteration 17Q: 3 clusters Score -8005702 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39045 members 
Mstep: Class 2 contains 47979 members 
Entering Unmasked Estep 
Score: -8005941.500000 Penalty: 3696.530273
	Iteration 18Q: 3 clusters Score -8005942 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 48804 members 
Entering Unmasked Estep 
Score: -8006203.000000 Penalty: 3696.530273
	Iteration 19Q: 3 clusters Score -8006203 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 49714 members 
Entering Unmasked Estep 
Score: -8006448.500000 Penalty: 3696.530273
	Iteration 20F: 3 clusters Score -8006448 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 50757 members 
Entering Unmasked Estep 
Score: -8006742.000000 Penalty: 3696.530273
	Iteration 21Q: 3 clusters Score -8006742 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 51873 members 
Entering Unmasked Estep 
Score: -8007154.000000 Penalty: 3696.530273
	Iteration 22Q: 3 clusters Score -8007154 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 53145 members 
Entering Unmasked Estep 
Score: -8007577.500000 Penalty: 3696.530273
	Iteration 23Q: 3 clusters Score -8007578 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 54493 members 
Entering Unmasked Estep 
Score: -8008052.500000 Penalty: 3696.530273
	Iteration 24Q: 3 clusters Score -8008052 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 55941 members 
Entering Unmasked Estep 
Score: -8008601.500000 Penalty: 3696.530273
	Iteration 25Q: 3 clusters Score -8008602 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 57492 members 
Entering Unmasked Estep 
Score: -8009190.000000 Penalty: 3696.530273
	Iteration 26Q: 3 clusters Score -8009190 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 59144 members 
Entering Unmasked Estep 
Score: -8009880.000000 Penalty: 3696.530273
	Iteration 27Q: 3 clusters Score -8009880 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 60857 members 
Entering Unmasked Estep 
Score: -8010600.500000 Penalty: 3696.530273
	Iteration 28Q: 3 clusters Score -8010600 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 62638 members 
Entering Unmasked Estep 
Score: -8011454.500000 Penalty: 3696.530273
	Iteration 29Q: 3 clusters Score -8011454 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 64408 members 
Entering Unmasked Estep 
Score: -8012287.000000 Penalty: 3696.530273
	Iteration 30Q: 3 clusters Score -8012287 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 66085 members 
Entering Unmasked Estep 
Score: -8013081.500000 Penalty: 3696.530273
	Iteration 31Q: 3 clusters Score -8013082 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 67680 members 
Entering Unmasked Estep 
Score: -8013744.000000 Penalty: 3696.530273
	Iteration 32Q: 3 clusters Score -8013744 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 69200 members 
Entering Unmasked Estep 
Score: -8014371.500000 Penalty: 3696.530273
	Iteration 33Q: 3 clusters Score -8014372 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 70633 members 
Entering Unmasked Estep 
Score: -8014962.000000 Penalty: 3696.530273
	Iteration 34Q: 3 clusters Score -8014962 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 71944 members 
Entering Unmasked Estep 
Score: -8015422.500000 Penalty: 3696.530273
	Iteration 35Q: 3 clusters Score -8015422 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 73117 members 
Entering Unmasked Estep 
Score: -8015816.500000 Penalty: 3696.530273
	Iteration 36Q: 3 clusters Score -8015816 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 74170 members 
Entering Unmasked Estep 
Score: -8016122.000000 Penalty: 3696.530273
	Iteration 37Q: 3 clusters Score -8016122 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 75101 members 
Entering Unmasked Estep 
Score: -8016408.500000 Penalty: 3696.530273
	Iteration 38Q: 3 clusters Score -8016408 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 75953 members 
Entering Unmasked Estep 
Score: -8016628.000000 Penalty: 3696.530273
	Iteration 39Q: 3 clusters Score -8016628 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 76691 members 
Entering Unmasked Estep 
Score: -8016883.500000 Penalty: 3696.530273
	Iteration 40F: 3 clusters Score -8016884 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 77370 members 
Entering Unmasked Estep 
Score: -8017056.500000 Penalty: 3696.530273
	Iteration 41Q: 3 clusters Score -8017056 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 78017 members 
Entering Unmasked Estep 
Score: -8017226.500000 Penalty: 3696.530273
	Iteration 42Q: 3 clusters Score -8017226 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 78602 members 
Entering Unmasked Estep 
Score: -8017361.500000 Penalty: 3696.530273
	Iteration 43Q: 3 clusters Score -8017362 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 79102 members 
Entering Unmasked Estep 
Score: -8017518.000000 Penalty: 3696.530273
	Iteration 44Q: 3 clusters Score -8017518 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 79554 members 
Entering Unmasked Estep 
Score: -8017608.000000 Penalty: 3696.530273
	Iteration 45Q: 3 clusters Score -8017608 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 79954 members 
Entering Unmasked Estep 
Score: -8017691.000000 Penalty: 3696.530273
	Iteration 46Q: 3 clusters Score -8017691 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 80314 members 
Entering Unmasked Estep 
Score: -8017776.500000 Penalty: 3696.530273
	Iteration 47Q: 3 clusters Score -8017776 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 80627 members 
Entering Unmasked Estep 
Score: -8017841.500000 Penalty: 3696.530273
	Iteration 48Q: 3 clusters Score -8017842 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 80912 members 
Entering Unmasked Estep 
Score: -8017883.000000 Penalty: 3696.530273
	Iteration 49Q: 3 clusters Score -8017883 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 81155 members 
Entering Unmasked Estep 
Score: -8017938.000000 Penalty: 3696.530273
	Iteration 50Q: 3 clusters Score -8017938 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 81379 members 
Entering Unmasked Estep 
Score: -8017981.500000 Penalty: 3696.530273
	Iteration 51Q: 3 clusters Score -8017982 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 81576 members 
Entering Unmasked Estep 
Score: -8018027.500000 Penalty: 3696.530273
	Iteration 52Q: 3 clusters Score -8018028 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 81788 members 
Entering Unmasked Estep 
Score: -8018065.000000 Penalty: 3696.530273
	Iteration 53Q: 3 clusters Score -8018065 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 81977 members 
Entering Unmasked Estep 
Score: -8018096.500000 Penalty: 3696.530273
	Iteration 54Q: 3 clusters Score -8018096 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 82161 members 
Entering Unmasked Estep 
Score: -8018144.000000 Penalty: 3696.530273
	Iteration 55Q: 3 clusters Score -8018144 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 82331 members 
Entering Unmasked Estep 
Score: -8018176.500000 Penalty: 3696.530273
	Iteration 56Q: 3 clusters Score -8018176 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 82515 members 
Entering Unmasked Estep 
Score: -8018196.000000 Penalty: 3696.530273
	Iteration 57Q: 3 clusters Score -8018196 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 82668 members 
Entering Unmasked Estep 
Score: -8018225.000000 Penalty: 3696.530273
	Iteration 58Q: 3 clusters Score -8018225 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 82796 members 
Entering Unmasked Estep 
Score: -8018217.000000 Penalty: 3696.530273
	Iteration 59Q: 3 clusters Score -8018217 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 82895 members 
Entering Unmasked Estep 
Score: -8018253.500000 Penalty: 3696.530273
	Iteration 60F: 3 clusters Score -8018254 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 82993 members 
Entering Unmasked Estep 
Score: -8018290.000000 Penalty: 3696.530273
	Iteration 61Q: 3 clusters Score -8018290 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 83084 members 
Entering Unmasked Estep 
Score: -8018301.500000 Penalty: 3696.530273
	Iteration 62Q: 3 clusters Score -8018302 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 83178 members 
Entering Unmasked Estep 
Score: -8018315.000000 Penalty: 3696.530273
	Iteration 63Q: 3 clusters Score -8018315 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 83279 members 
Entering Unmasked Estep 
Score: -8018342.500000 Penalty: 3696.530273
	Iteration 64Q: 3 clusters Score -8018342 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 83361 members 
Entering Unmasked Estep 
Score: -8018378.500000 Penalty: 3696.530273
	Iteration 65Q: 3 clusters Score -8018378 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 83451 members 
Entering Unmasked Estep 
Score: -8018425.500000 Penalty: 3696.530273
	Iteration 66Q: 3 clusters Score -8018426 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 83551 members 
Entering Unmasked Estep 
Score: -8018524.500000 Penalty: 3696.530273
	Iteration 67Q: 3 clusters Score -8018524 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 83645 members 
Entering Unmasked Estep 
Score: -8018633.500000 Penalty: 3696.530273
	Iteration 68Q: 3 clusters Score -8018634 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 83732 members 
Entering Unmasked Estep 
Score: -8018761.000000 Penalty: 3696.530273
	Iteration 69Q: 3 clusters Score -8018761 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 83799 members 
Entering Unmasked Estep 
Score: -8018858.000000 Penalty: 3696.530273
	Iteration 70Q: 3 clusters Score -8018858 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 83838 members 
Entering Unmasked Estep 
Score: -8018945.500000 Penalty: 3696.530273
	Iteration 71Q: 3 clusters Score -8018946 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 83868 members 
Entering Unmasked Estep 
Score: -8019012.000000 Penalty: 3696.530273
	Iteration 72Q: 3 clusters Score -8019012 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 83870 members 
Entering Unmasked Estep 
Score: -8019049.500000 Penalty: 3696.530273
	Iteration 73Q: 3 clusters Score -8019050 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 83864 members 
Entering Unmasked Estep 
Score: -8019070.500000 Penalty: 3696.530273
	Iteration 74Q: 3 clusters Score -8019070 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 83857 members 
Entering Unmasked Estep 
Score: -8019102.000000 Penalty: 3696.530273
	Iteration 75Q: 3 clusters Score -8019102 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 83845 members 
Entering Unmasked Estep 
Score: -8019100.000000 Penalty: 3696.530273
	Iteration 76Q: 3 clusters Score -8019100 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 83839 members 
Entering Unmasked Estep 
Score: -8019124.500000 Penalty: 3696.530273
	Iteration 77Q: 3 clusters Score -8019124 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 83828 members 
Entering Unmasked Estep 
Score: -8019126.000000 Penalty: 3696.530273
	Iteration 78Q: 3 clusters Score -8019126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 83821 members 
Entering Unmasked Estep 
Score: -8019129.500000 Penalty: 3696.530273
	Iteration 79Q: 3 clusters Score -8019130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 83815 members 
Entering Unmasked Estep 
Score: -8019126.000000 Penalty: 3696.530273
	Iteration 80F: 3 clusters Score -8019126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 83807 members 
Entering Unmasked Estep 
Score: -8019130.000000 Penalty: 3696.530273
	Iteration 81Q: 3 clusters Score -8019130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 83798 members 
Entering Unmasked Estep 
Score: -8019129.500000 Penalty: 3696.530273
	Iteration 82Q: 3 clusters Score -8019130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 83796 members 
Entering Unmasked Estep 
Score: -8019127.000000 Penalty: 3696.530273
	Iteration 83Q: 3 clusters Score -8019127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 83792 members 
Entering Unmasked Estep 
Score: -8019129.000000 Penalty: 3696.530273
	Iteration 84Q: 3 clusters Score -8019129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 83794 members 
Entering Unmasked Estep 
Score: -8019133.500000 Penalty: 3696.530273
	Iteration 85Q: 3 clusters Score -8019134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 83791 members 
Entering Unmasked Estep 
Score: -8019135.500000 Penalty: 3696.530273
	Iteration 86Q: 3 clusters Score -8019136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 83790 members 
Entering Unmasked Estep 
Score: -8019138.500000 Penalty: 3696.530273
	Iteration 87Q: 3 clusters Score -8019138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 83786 members 
Entering Unmasked Estep 
Score: -8019132.000000 Penalty: 3696.530273
	Iteration 88Q: 3 clusters Score -8019132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 83779 members 
Entering Unmasked Estep 
Score: -8019136.500000 Penalty: 3696.530273
	Iteration 89Q: 3 clusters Score -8019136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 83778 members 
Entering Unmasked Estep 
Score: -8019143.500000 Penalty: 3696.530273
	Iteration 90Q: 3 clusters Score -8019144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 83776 members 
Entering Unmasked Estep 
Score: -8019142.000000 Penalty: 3696.530273
	Iteration 91Q: 3 clusters Score -8019142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 83775 members 
Entering Unmasked Estep 
Score: -8019133.500000 Penalty: 3696.530273
	Iteration 92Q: 3 clusters Score -8019134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 83774 members 
Entering Unmasked Estep 
Score: -8019131.000000 Penalty: 3696.530273
	Iteration 93Q: 3 clusters Score -8019131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 83774 members 
Entering Unmasked Estep 
Score: -8019142.000000 Penalty: 3696.530273
	Iteration 94Q: 3 clusters Score -8019142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 83773 members 
Entering Unmasked Estep 
Score: -8019138.500000 Penalty: 3696.530273
	Iteration 95Q: 3 clusters Score -8019138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 83772 members 
Entering Unmasked Estep 
Score: -8019139.000000 Penalty: 3696.530273
	Iteration 96Q: 3 clusters Score -8019139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 83772 members 
Entering Unmasked Estep 
Score: -8019136.000000 Penalty: 3696.530273
	Iteration 97Q: 3 clusters Score -8019136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 83773 members 
Entering Unmasked Estep 
Score: -8019141.000000 Penalty: 3696.530273
	Iteration 98Q: 3 clusters Score -8019141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 83772 members 
Entering Unmasked Estep 
Score: -8019138.000000 Penalty: 3696.530273
	Iteration 99Q: 3 clusters Score -8019138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 83772 members 
Entering Unmasked Estep 
Score: -8019138.000000 Penalty: 3696.530273
	Iteration 100F: 3 clusters Score -8019138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Entering Unmasked Estep 
Score: -290212.937500 Penalty: 1329.211182
	Iteration 0F: 2 clusters Score -290212.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -287143.218750 Penalty: 2658.422363
	Iteration 0F: 3 clusters Score -287143.2 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -287907.812500 Penalty: 2658.422363
	Iteration 1F: 3 clusters Score -287907.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -288054.968750 Penalty: 2658.422363
	Iteration 2F: 3 clusters Score -288055 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -288171.125000 Penalty: 2658.422363
	Iteration 3F: 3 clusters Score -288171.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -288263.718750 Penalty: 2658.422363
	Iteration 4Q: 3 clusters Score -288263.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -288354.562500 Penalty: 2658.422363
	Iteration 5Q: 3 clusters Score -288354.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -288441.562500 Penalty: 2658.422363
	Iteration 6Q: 3 clusters Score -288441.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -288531.125000 Penalty: 2658.422363
	Iteration 7Q: 3 clusters Score -288531.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -288622.125000 Penalty: 2658.422363
	Iteration 8Q: 3 clusters Score -288622.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -288717.968750 Penalty: 2658.422363
	Iteration 9Q: 3 clusters Score -288718 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -288839.468750 Penalty: 2658.422363
	Iteration 10Q: 3 clusters Score -288839.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -288980.687500 Penalty: 2658.422363
	Iteration 11Q: 3 clusters Score -288980.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -289089.906250 Penalty: 2658.422363
	Iteration 12Q: 3 clusters Score -289089.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -289148.968750 Penalty: 2658.422363
	Iteration 13Q: 3 clusters Score -289149 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -289197.656250 Penalty: 2658.422363
	Iteration 14Q: 3 clusters Score -289197.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -289231.937500 Penalty: 2658.422363
	Iteration 15Q: 3 clusters Score -289231.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -289246.687500 Penalty: 2658.422363
	Iteration 16Q: 3 clusters Score -289246.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -289258.906250 Penalty: 2658.422363
	Iteration 17Q: 3 clusters Score -289258.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -289270.000000 Penalty: 2658.422363
	Iteration 18Q: 3 clusters Score -289270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -289278.562500 Penalty: 2658.422363
	Iteration 19Q: 3 clusters Score -289278.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -289286.250000 Penalty: 2658.422363
	Iteration 20F: 3 clusters Score -289286.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -289292.812500 Penalty: 2658.422363
	Iteration 21Q: 3 clusters Score -289292.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -289297.906250 Penalty: 2658.422363
	Iteration 22Q: 3 clusters Score -289297.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -289303.312500 Penalty: 2658.422363
	Iteration 23Q: 3 clusters Score -289303.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -289307.812500 Penalty: 2658.422363
	Iteration 24Q: 3 clusters Score -289307.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -289310.156250 Penalty: 2658.422363
	Iteration 25Q: 3 clusters Score -289310.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -289313.750000 Penalty: 2658.422363
	Iteration 26Q: 3 clusters Score -289313.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -289315.593750 Penalty: 2658.422363
	Iteration 27Q: 3 clusters Score -289315.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -289317.968750 Penalty: 2658.422363
	Iteration 28Q: 3 clusters Score -289318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -289318.781250 Penalty: 2658.422363
	Iteration 29Q: 3 clusters Score -289318.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -289318.781250 Penalty: 2658.422363
	Iteration 30F: 3 clusters Score -289318.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Entering Unmasked Estep 
Score: -249683.031250 Penalty: 1294.964355
	Iteration 0F: 2 clusters Score -249683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -247055.609375 Penalty: 2589.928711
	Iteration 0F: 3 clusters Score -247055.6 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -247709.671875 Penalty: 2589.928711
	Iteration 1F: 3 clusters Score -247709.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -247913.171875 Penalty: 2589.928711
	Iteration 2F: 3 clusters Score -247913.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -248096.546875 Penalty: 2589.928711
	Iteration 3F: 3 clusters Score -248096.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -248292.484375 Penalty: 2589.928711
	Iteration 4F: 3 clusters Score -248292.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -248506.343750 Penalty: 2589.928711
	Iteration 5F: 3 clusters Score -248506.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -248709.000000 Penalty: 2589.928711
	Iteration 6F: 3 clusters Score -248709 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -248861.234375 Penalty: 2589.928711
	Iteration 7F: 3 clusters Score -248861.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -248950.109375 Penalty: 2589.928711
	Iteration 8Q: 3 clusters Score -248950.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -249004.468750 Penalty: 2589.928711
	Iteration 9Q: 3 clusters Score -249004.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -249048.546875 Penalty: 2589.928711
	Iteration 10Q: 3 clusters Score -249048.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -249084.234375 Penalty: 2589.928711
	Iteration 11Q: 3 clusters Score -249084.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -249112.906250 Penalty: 2589.928711
	Iteration 12Q: 3 clusters Score -249112.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -249131.062500 Penalty: 2589.928711
	Iteration 13Q: 3 clusters Score -249131.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -249139.609375 Penalty: 2589.928711
	Iteration 14Q: 3 clusters Score -249139.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -249147.500000 Penalty: 2589.928711
	Iteration 15Q: 3 clusters Score -249147.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -249152.156250 Penalty: 2589.928711
	Iteration 16Q: 3 clusters Score -249152.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -249155.656250 Penalty: 2589.928711
	Iteration 17Q: 3 clusters Score -249155.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -249159.828125 Penalty: 2589.928711
	Iteration 18Q: 3 clusters Score -249159.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -249161.312500 Penalty: 2589.928711
	Iteration 19Q: 3 clusters Score -249161.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -249163.234375 Penalty: 2589.928711
	Iteration 20F: 3 clusters Score -249163.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -249166.625000 Penalty: 2589.928711
	Iteration 21Q: 3 clusters Score -249166.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -249168.265625 Penalty: 2589.928711
	Iteration 22Q: 3 clusters Score -249168.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -249169.546875 Penalty: 2589.928711
	Iteration 23Q: 3 clusters Score -249169.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -249171.593750 Penalty: 2589.928711
	Iteration 24Q: 3 clusters Score -249171.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -249172.640625 Penalty: 2589.928711
	Iteration 25Q: 3 clusters Score -249172.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -249173.906250 Penalty: 2589.928711
	Iteration 26Q: 3 clusters Score -249173.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -249175.343750 Penalty: 2589.928711
	Iteration 27Q: 3 clusters Score -249175.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -249176.218750 Penalty: 2589.928711
	Iteration 28Q: 3 clusters Score -249176.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -249177.343750 Penalty: 2589.928711
	Iteration 29Q: 3 clusters Score -249177.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -249178.062500 Penalty: 2589.928711
	Iteration 30Q: 3 clusters Score -249178.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -249178.062500 Penalty: 2589.928711
	Iteration 31F: 3 clusters Score -249178.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Entering Unmasked Estep 
Score: -131962.828125 Penalty: 1224.485718
	Iteration 0F: 2 clusters Score -131962.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -130023.421875 Penalty: 2448.971436
	Iteration 0F: 3 clusters Score -130023.4 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -130598.710938 Penalty: 2448.971436
	Iteration 1F: 3 clusters Score -130598.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -130822.445312 Penalty: 2448.971436
	Iteration 2F: 3 clusters Score -130822.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -130982.179688 Penalty: 2448.971436
	Iteration 3F: 3 clusters Score -130982.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -131098.484375 Penalty: 2448.971436
	Iteration 4F: 3 clusters Score -131098.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -131167.109375 Penalty: 2448.971436
	Iteration 5Q: 3 clusters Score -131167.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -131215.265625 Penalty: 2448.971436
	Iteration 6Q: 3 clusters Score -131215.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -131242.656250 Penalty: 2448.971436
	Iteration 7Q: 3 clusters Score -131242.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -131259.890625 Penalty: 2448.971436
	Iteration 8Q: 3 clusters Score -131259.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -131287.046875 Penalty: 2448.971436
	Iteration 9Q: 3 clusters Score -131287 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -131309.328125 Penalty: 2448.971436
	Iteration 10Q: 3 clusters Score -131309.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -131325.468750 Penalty: 2448.971436
	Iteration 11Q: 3 clusters Score -131325.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -131342.671875 Penalty: 2448.971436
	Iteration 12Q: 3 clusters Score -131342.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -131364.750000 Penalty: 2448.971436
	Iteration 13Q: 3 clusters Score -131364.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -131388.437500 Penalty: 2448.971436
	Iteration 14Q: 3 clusters Score -131388.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -131416.109375 Penalty: 2448.971436
	Iteration 15Q: 3 clusters Score -131416.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -131449.546875 Penalty: 2448.971436
	Iteration 16Q: 3 clusters Score -131449.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -131472.828125 Penalty: 2448.971436
	Iteration 17Q: 3 clusters Score -131472.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -131497.265625 Penalty: 2448.971436
	Iteration 18Q: 3 clusters Score -131497.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -131530.078125 Penalty: 2448.971436
	Iteration 19Q: 3 clusters Score -131530.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -131561.734375 Penalty: 2448.971436
	Iteration 20F: 3 clusters Score -131561.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -131591.703125 Penalty: 2448.971436
	Iteration 21Q: 3 clusters Score -131591.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -131610.171875 Penalty: 2448.971436
	Iteration 22Q: 3 clusters Score -131610.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -131618.750000 Penalty: 2448.971436
	Iteration 23Q: 3 clusters Score -131618.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -131627.953125 Penalty: 2448.971436
	Iteration 24Q: 3 clusters Score -131628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -131633.140625 Penalty: 2448.971436
	Iteration 25Q: 3 clusters Score -131633.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -131636.796875 Penalty: 2448.971436
	Iteration 26Q: 3 clusters Score -131636.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -131639.687500 Penalty: 2448.971436
	Iteration 27Q: 3 clusters Score -131639.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -131642.187500 Penalty: 2448.971436
	Iteration 28Q: 3 clusters Score -131642.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -131647.265625 Penalty: 2448.971436
	Iteration 29Q: 3 clusters Score -131647.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -131653.359375 Penalty: 2448.971436
	Iteration 30Q: 3 clusters Score -131653.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -131659.031250 Penalty: 2448.971436
	Iteration 31Q: 3 clusters Score -131659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -131664.218750 Penalty: 2448.971436
	Iteration 32Q: 3 clusters Score -131664.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -131668.015625 Penalty: 2448.971436
	Iteration 33Q: 3 clusters Score -131668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -131669.359375 Penalty: 2448.971436
	Iteration 34Q: 3 clusters Score -131669.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -131670.281250 Penalty: 2448.971436
	Iteration 35Q: 3 clusters Score -131670.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -131670.796875 Penalty: 2448.971436
	Iteration 36Q: 3 clusters Score -131670.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -131671.781250 Penalty: 2448.971436
	Iteration 37Q: 3 clusters Score -131671.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -131672.343750 Penalty: 2448.971436
	Iteration 38Q: 3 clusters Score -131672.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -131673.453125 Penalty: 2448.971436
	Iteration 39Q: 3 clusters Score -131673.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -131673.921875 Penalty: 2448.971436
	Iteration 40F: 3 clusters Score -131673.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -131674.984375 Penalty: 2448.971436
	Iteration 41Q: 3 clusters Score -131675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -131678.281250 Penalty: 2448.971436
	Iteration 42Q: 3 clusters Score -131678.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -131681.468750 Penalty: 2448.971436
	Iteration 43Q: 3 clusters Score -131681.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -131683.125000 Penalty: 2448.971436
	Iteration 44Q: 3 clusters Score -131683.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -131686.187500 Penalty: 2448.971436
	Iteration 45Q: 3 clusters Score -131686.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -131688.046875 Penalty: 2448.971436
	Iteration 46Q: 3 clusters Score -131688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -131689.671875 Penalty: 2448.971436
	Iteration 47Q: 3 clusters Score -131689.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -131690.765625 Penalty: 2448.971436
	Iteration 48Q: 3 clusters Score -131690.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -131690.765625 Penalty: 2448.971436
	Iteration 49F: 3 clusters Score -131690.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Entering Unmasked Estep 
Score: -259820.484375 Penalty: 1303.347412
	Iteration 0F: 2 clusters Score -259820.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -257142.109375 Penalty: 2606.694824
	Iteration 0F: 3 clusters Score -257142.1 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -257939.843750 Penalty: 2606.694824
	Iteration 1F: 3 clusters Score -257939.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -258272.875000 Penalty: 2606.694824
	Iteration 2F: 3 clusters Score -258272.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -258522.140625 Penalty: 2606.694824
	Iteration 3F: 3 clusters Score -258522.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -258722.203125 Penalty: 2606.694824
	Iteration 4F: 3 clusters Score -258722.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -258844.046875 Penalty: 2606.694824
	Iteration 5Q: 3 clusters Score -258844 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -258921.953125 Penalty: 2606.694824
	Iteration 6Q: 3 clusters Score -258922 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -258987.921875 Penalty: 2606.694824
	Iteration 7Q: 3 clusters Score -258987.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -259034.234375 Penalty: 2606.694824
	Iteration 8Q: 3 clusters Score -259034.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -259073.953125 Penalty: 2606.694824
	Iteration 9Q: 3 clusters Score -259074 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -259102.375000 Penalty: 2606.694824
	Iteration 10Q: 3 clusters Score -259102.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -259122.843750 Penalty: 2606.694824
	Iteration 11Q: 3 clusters Score -259122.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -259135.937500 Penalty: 2606.694824
	Iteration 12Q: 3 clusters Score -259135.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -259144.890625 Penalty: 2606.694824
	Iteration 13Q: 3 clusters Score -259144.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -259154.546875 Penalty: 2606.694824
	Iteration 14Q: 3 clusters Score -259154.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -259163.828125 Penalty: 2606.694824
	Iteration 15Q: 3 clusters Score -259163.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -259170.562500 Penalty: 2606.694824
	Iteration 16Q: 3 clusters Score -259170.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -259176.453125 Penalty: 2606.694824
	Iteration 17Q: 3 clusters Score -259176.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -259181.531250 Penalty: 2606.694824
	Iteration 18Q: 3 clusters Score -259181.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -259189.703125 Penalty: 2606.694824
	Iteration 19Q: 3 clusters Score -259189.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -259202.171875 Penalty: 2606.694824
	Iteration 20F: 3 clusters Score -259202.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -259215.187500 Penalty: 2606.694824
	Iteration 21Q: 3 clusters Score -259215.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -259231.875000 Penalty: 2606.694824
	Iteration 22Q: 3 clusters Score -259231.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -259247.609375 Penalty: 2606.694824
	Iteration 23Q: 3 clusters Score -259247.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -259257.968750 Penalty: 2606.694824
	Iteration 24Q: 3 clusters Score -259258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -259265.031250 Penalty: 2606.694824
	Iteration 25Q: 3 clusters Score -259265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -259269.484375 Penalty: 2606.694824
	Iteration 26Q: 3 clusters Score -259269.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -259274.843750 Penalty: 2606.694824
	Iteration 27Q: 3 clusters Score -259274.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -259279.828125 Penalty: 2606.694824
	Iteration 28Q: 3 clusters Score -259279.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -259284.546875 Penalty: 2606.694824
	Iteration 29Q: 3 clusters Score -259284.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -259289.625000 Penalty: 2606.694824
	Iteration 30Q: 3 clusters Score -259289.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -259291.453125 Penalty: 2606.694824
	Iteration 31Q: 3 clusters Score -259291.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -259292.656250 Penalty: 2606.694824
	Iteration 32Q: 3 clusters Score -259292.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -259295.343750 Penalty: 2606.694824
	Iteration 33Q: 3 clusters Score -259295.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -259300.468750 Penalty: 2606.694824
	Iteration 34Q: 3 clusters Score -259300.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -259308.984375 Penalty: 2606.694824
	Iteration 35Q: 3 clusters Score -259309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -259316.078125 Penalty: 2606.694824
	Iteration 36Q: 3 clusters Score -259316.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -259324.625000 Penalty: 2606.694824
	Iteration 37Q: 3 clusters Score -259324.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -259335.921875 Penalty: 2606.694824
	Iteration 38Q: 3 clusters Score -259335.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -259344.609375 Penalty: 2606.694824
	Iteration 39Q: 3 clusters Score -259344.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -259353.437500 Penalty: 2606.694824
	Iteration 40F: 3 clusters Score -259353.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -259360.890625 Penalty: 2606.694824
	Iteration 41Q: 3 clusters Score -259360.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -259365.875000 Penalty: 2606.694824
	Iteration 42Q: 3 clusters Score -259365.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -259369.171875 Penalty: 2606.694824
	Iteration 43Q: 3 clusters Score -259369.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -259371.765625 Penalty: 2606.694824
	Iteration 44Q: 3 clusters Score -259371.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -259373.000000 Penalty: 2606.694824
	Iteration 45Q: 3 clusters Score -259373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -259373.718750 Penalty: 2606.694824
	Iteration 46Q: 3 clusters Score -259373.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -259373.656250 Penalty: 2606.694824
	Iteration 47Q: 3 clusters Score -259373.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -259374.359375 Penalty: 2606.694824
	Iteration 48Q: 3 clusters Score -259374.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -259374.359375 Penalty: 2606.694824
	Iteration 49F: 3 clusters Score -259374.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -86504.945312 Penalty: 1125.089722
	Iteration 0F: 2 clusters Score -86504.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -85061.750000 Penalty: 2250.179443
	Iteration 0F: 3 clusters Score -85061.75 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -85345.562500 Penalty: 2250.179443
	Iteration 1F: 3 clusters Score -85345.56 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -85470.468750 Penalty: 2250.179443
	Iteration 2F: 3 clusters Score -85470.47 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -85531.039062 Penalty: 2250.179443
	Iteration 3F: 3 clusters Score -85531.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -85578.468750 Penalty: 2250.179443
	Iteration 4Q: 3 clusters Score -85578.47 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -85630.953125 Penalty: 2250.179443
	Iteration 5Q: 3 clusters Score -85630.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -85678.781250 Penalty: 2250.179443
	Iteration 6Q: 3 clusters Score -85678.78 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -85721.140625 Penalty: 2250.179443
	Iteration 7Q: 3 clusters Score -85721.14 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -85767.851562 Penalty: 2250.179443
	Iteration 8Q: 3 clusters Score -85767.85 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -85797.023438 Penalty: 2250.179443
	Iteration 9Q: 3 clusters Score -85797.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -85815.515625 Penalty: 2250.179443
	Iteration 10Q: 3 clusters Score -85815.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -85837.656250 Penalty: 2250.179443
	Iteration 11Q: 3 clusters Score -85837.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -85859.546875 Penalty: 2250.179443
	Iteration 12Q: 3 clusters Score -85859.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -85887.484375 Penalty: 2250.179443
	Iteration 13Q: 3 clusters Score -85887.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -85923.664062 Penalty: 2250.179443
	Iteration 14Q: 3 clusters Score -85923.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -85962.593750 Penalty: 2250.179443
	Iteration 15Q: 3 clusters Score -85962.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -85983.906250 Penalty: 2250.179443
	Iteration 16Q: 3 clusters Score -85983.91 nChanged 13
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: -85998.156250 Penalty: 2250.179443
	Iteration 17Q: 3 clusters Score -85998.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -86008.140625 Penalty: 2250.179443
	Iteration 18Q: 3 clusters Score -86008.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -86026.062500 Penalty: 2250.179443
	Iteration 19Q: 3 clusters Score -86026.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -86051.648438 Penalty: 2250.179443
	Iteration 20F: 3 clusters Score -86051.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -86063.000000 Penalty: 2250.179443
	Iteration 21Q: 3 clusters Score -86063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -86084.625000 Penalty: 2250.179443
	Iteration 22Q: 3 clusters Score -86084.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -86102.398438 Penalty: 2250.179443
	Iteration 23Q: 3 clusters Score -86102.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -86114.320312 Penalty: 2250.179443
	Iteration 24Q: 3 clusters Score -86114.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -86130.750000 Penalty: 2250.179443
	Iteration 25Q: 3 clusters Score -86130.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -86142.726562 Penalty: 2250.179443
	Iteration 26Q: 3 clusters Score -86142.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -86151.695312 Penalty: 2250.179443
	Iteration 27Q: 3 clusters Score -86151.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -86175.351562 Penalty: 2250.179443
	Iteration 28Q: 3 clusters Score -86175.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -86181.492188 Penalty: 2250.179443
	Iteration 29Q: 3 clusters Score -86181.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -86184.101562 Penalty: 2250.179443
	Iteration 30Q: 3 clusters Score -86184.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -86184.101562 Penalty: 2250.179443
	Iteration 31F: 3 clusters Score -86184.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Entering Unmasked Estep 
Score: -235179.859375 Penalty: 1285.292114
	Iteration 0F: 2 clusters Score -235179.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -232650.234375 Penalty: 2570.584229
	Iteration 0F: 3 clusters Score -232650.2 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -233314.343750 Penalty: 2570.584229
	Iteration 1F: 3 clusters Score -233314.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -233588.250000 Penalty: 2570.584229
	Iteration 2F: 3 clusters Score -233588.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -233908.968750 Penalty: 2570.584229
	Iteration 3F: 3 clusters Score -233909 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -234232.281250 Penalty: 2570.584229
	Iteration 4F: 3 clusters Score -234232.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -234401.281250 Penalty: 2570.584229
	Iteration 5F: 3 clusters Score -234401.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -234484.453125 Penalty: 2570.584229
	Iteration 6Q: 3 clusters Score -234484.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -234538.015625 Penalty: 2570.584229
	Iteration 7Q: 3 clusters Score -234538 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -234586.031250 Penalty: 2570.584229
	Iteration 8Q: 3 clusters Score -234586 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -234650.921875 Penalty: 2570.584229
	Iteration 9Q: 3 clusters Score -234650.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -234770.687500 Penalty: 2570.584229
	Iteration 10Q: 3 clusters Score -234770.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -234926.265625 Penalty: 2570.584229
	Iteration 11Q: 3 clusters Score -234926.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -234982.968750 Penalty: 2570.584229
	Iteration 12Q: 3 clusters Score -234983 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -235007.390625 Penalty: 2570.584229
	Iteration 13Q: 3 clusters Score -235007.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -235022.281250 Penalty: 2570.584229
	Iteration 14Q: 3 clusters Score -235022.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -235033.625000 Penalty: 2570.584229
	Iteration 15Q: 3 clusters Score -235033.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -235046.515625 Penalty: 2570.584229
	Iteration 16Q: 3 clusters Score -235046.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -235058.046875 Penalty: 2570.584229
	Iteration 17Q: 3 clusters Score -235058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -235068.781250 Penalty: 2570.584229
	Iteration 18Q: 3 clusters Score -235068.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -235079.421875 Penalty: 2570.584229
	Iteration 19Q: 3 clusters Score -235079.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -235087.203125 Penalty: 2570.584229
	Iteration 20F: 3 clusters Score -235087.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -235093.296875 Penalty: 2570.584229
	Iteration 21Q: 3 clusters Score -235093.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -235098.187500 Penalty: 2570.584229
	Iteration 22Q: 3 clusters Score -235098.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -235103.062500 Penalty: 2570.584229
	Iteration 23Q: 3 clusters Score -235103.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -235106.812500 Penalty: 2570.584229
	Iteration 24Q: 3 clusters Score -235106.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -235109.187500 Penalty: 2570.584229
	Iteration 25Q: 3 clusters Score -235109.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -235111.937500 Penalty: 2570.584229
	Iteration 26Q: 3 clusters Score -235111.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -235114.484375 Penalty: 2570.584229
	Iteration 27Q: 3 clusters Score -235114.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -235115.906250 Penalty: 2570.584229
	Iteration 28Q: 3 clusters Score -235115.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -235117.156250 Penalty: 2570.584229
	Iteration 29Q: 3 clusters Score -235117.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -235119.390625 Penalty: 2570.584229
	Iteration 30Q: 3 clusters Score -235119.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -235122.328125 Penalty: 2570.584229
	Iteration 31Q: 3 clusters Score -235122.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -235125.078125 Penalty: 2570.584229
	Iteration 32Q: 3 clusters Score -235125.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -235126.171875 Penalty: 2570.584229
	Iteration 33Q: 3 clusters Score -235126.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -235128.500000 Penalty: 2570.584229
	Iteration 34Q: 3 clusters Score -235128.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -235129.984375 Penalty: 2570.584229
	Iteration 35Q: 3 clusters Score -235130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -235132.062500 Penalty: 2570.584229
	Iteration 36Q: 3 clusters Score -235132.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -235133.953125 Penalty: 2570.584229
	Iteration 37Q: 3 clusters Score -235134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -235135.328125 Penalty: 2570.584229
	Iteration 38Q: 3 clusters Score -235135.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -235137.875000 Penalty: 2570.584229
	Iteration 39Q: 3 clusters Score -235137.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -235140.687500 Penalty: 2570.584229
	Iteration 40F: 3 clusters Score -235140.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -235151.046875 Penalty: 2570.584229
	Iteration 41Q: 3 clusters Score -235151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -235173.562500 Penalty: 2570.584229
	Iteration 42Q: 3 clusters Score -235173.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -235190.593750 Penalty: 2570.584229
	Iteration 43Q: 3 clusters Score -235190.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -235206.937500 Penalty: 2570.584229
	Iteration 44Q: 3 clusters Score -235206.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -235226.859375 Penalty: 2570.584229
	Iteration 45Q: 3 clusters Score -235226.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -235247.234375 Penalty: 2570.584229
	Iteration 46Q: 3 clusters Score -235247.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -235275.343750 Penalty: 2570.584229
	Iteration 47Q: 3 clusters Score -235275.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -235310.109375 Penalty: 2570.584229
	Iteration 48Q: 3 clusters Score -235310.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -235343.750000 Penalty: 2570.584229
	Iteration 49Q: 3 clusters Score -235343.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -235404.671875 Penalty: 2570.584229
	Iteration 50Q: 3 clusters Score -235404.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -235474.000000 Penalty: 2570.584229
	Iteration 51Q: 3 clusters Score -235474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -235528.171875 Penalty: 2570.584229
	Iteration 52Q: 3 clusters Score -235528.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -235560.968750 Penalty: 2570.584229
	Iteration 53Q: 3 clusters Score -235561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -235574.156250 Penalty: 2570.584229
	Iteration 54Q: 3 clusters Score -235574.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -235586.515625 Penalty: 2570.584229
	Iteration 55Q: 3 clusters Score -235586.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -235596.140625 Penalty: 2570.584229
	Iteration 56Q: 3 clusters Score -235596.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -235600.000000 Penalty: 2570.584229
	Iteration 57Q: 3 clusters Score -235600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -235601.265625 Penalty: 2570.584229
	Iteration 58Q: 3 clusters Score -235601.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -235601.421875 Penalty: 2570.584229
	Iteration 59Q: 3 clusters Score -235601.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -235601.734375 Penalty: 2570.584229
	Iteration 60F: 3 clusters Score -235601.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63731 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1834 members 
Mstep: Class 9 contains 124160 members 
Mstep: Class 10 contains 10287 members 
Mstep: Class 11 contains 10000 members 
Mstep: Class 12 contains 60439 members 
Mstep: Class 13 contains 25730 members 
Mstep: Class 14 contains 39050 members 
Mstep: Class 15 contains 60733 members 
Mstep: Class 16 contains 67886 members 
Mstep: Class 17 contains 41270 members 
Mstep: Class 18 contains 5952 members 
Mstep: Class 19 contains 70322 members 
Mstep: Class 20 contains 19592 members 
Mstep: Class 21 contains 14340 members 
Mstep: Class 22 contains 2886 members 
Mstep: Class 23 contains 27723 members 
Mstep: Class 24 contains 1522 members 
Mstep: Class 25 contains 7240 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13263 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10960 members 
Mstep: Class 30 contains 73847 members 
Mstep: Class 31 contains 3179 members 
Mstep: Class 32 contains 1518 members 
Mstep: Class 33 contains 822 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 87024 members 
Mstep: Class 37 contains 3568 members 
Mstep: Class 38 contains 2890 members 
Mstep: Class 39 contains 1873 members 
Mstep: Class 40 contains 3043 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 792 members 
Mstep: Class 43 contains 1447 members 
Mstep: Class 44 contains 4211 members 
Mstep: Class 45 contains 7250 members 
Mstep: Class 46 contains 2108 members 
Mstep: Class 47 contains 1931 members 
Entering Unmasked Estep 
Score: -84467672.000000 Penalty: 105190.875000
Splitting cluster 42 changes total score from -84468320.000000 to -84467672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (1447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Entering Unmasked Estep 
Score: -127491.937500 Penalty: 1182.552734
	Iteration 0F: 2 clusters Score -127491.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -125743.562500 Penalty: 2365.105469
	Iteration 0F: 3 clusters Score -125743.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -126112.492188 Penalty: 2365.105469
	Iteration 1F: 3 clusters Score -126112.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -126204.890625 Penalty: 2365.105469
	Iteration 2F: 3 clusters Score -126204.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -126262.179688 Penalty: 2365.105469
	Iteration 3Q: 3 clusters Score -126262.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -126304.093750 Penalty: 2365.105469
	Iteration 4Q: 3 clusters Score -126304.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -126324.179688 Penalty: 2365.105469
	Iteration 5Q: 3 clusters Score -126324.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -126335.523438 Penalty: 2365.105469
	Iteration 6Q: 3 clusters Score -126335.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -126347.601562 Penalty: 2365.105469
	Iteration 7Q: 3 clusters Score -126347.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -126357.726562 Penalty: 2365.105469
	Iteration 8Q: 3 clusters Score -126357.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -126368.359375 Penalty: 2365.105469
	Iteration 9Q: 3 clusters Score -126368.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -126388.429688 Penalty: 2365.105469
	Iteration 10Q: 3 clusters Score -126388.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -126407.601562 Penalty: 2365.105469
	Iteration 11Q: 3 clusters Score -126407.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -126422.078125 Penalty: 2365.105469
	Iteration 12Q: 3 clusters Score -126422.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -126428.515625 Penalty: 2365.105469
	Iteration 13Q: 3 clusters Score -126428.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -126438.835938 Penalty: 2365.105469
	Iteration 14Q: 3 clusters Score -126438.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -126444.929688 Penalty: 2365.105469
	Iteration 15Q: 3 clusters Score -126444.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -126452.031250 Penalty: 2365.105469
	Iteration 16Q: 3 clusters Score -126452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -126455.585938 Penalty: 2365.105469
	Iteration 17Q: 3 clusters Score -126455.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -126459.875000 Penalty: 2365.105469
	Iteration 18Q: 3 clusters Score -126459.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -126462.875000 Penalty: 2365.105469
	Iteration 19Q: 3 clusters Score -126462.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -126468.000000 Penalty: 2365.105469
	Iteration 20F: 3 clusters Score -126468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -126473.546875 Penalty: 2365.105469
	Iteration 21Q: 3 clusters Score -126473.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -126480.312500 Penalty: 2365.105469
	Iteration 22Q: 3 clusters Score -126480.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -126484.640625 Penalty: 2365.105469
	Iteration 23Q: 3 clusters Score -126484.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -126485.890625 Penalty: 2365.105469
	Iteration 24Q: 3 clusters Score -126485.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -126486.703125 Penalty: 2365.105469
	Iteration 25Q: 3 clusters Score -126486.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -126487.085938 Penalty: 2365.105469
	Iteration 26Q: 3 clusters Score -126487.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -126487.085938 Penalty: 2365.105469
	Iteration 27F: 3 clusters Score -126487.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Entering Unmasked Estep 
Score: -380376.812500 Penalty: 1356.136475
	Iteration 0F: 2 clusters Score -380376.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -376904.031250 Penalty: 2712.272949
	Iteration 0F: 3 clusters Score -376904 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -377835.218750 Penalty: 2712.272949
	Iteration 1F: 3 clusters Score -377835.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -378081.031250 Penalty: 2712.272949
	Iteration 2F: 3 clusters Score -378081 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -378431.625000 Penalty: 2712.272949
	Iteration 3F: 3 clusters Score -378431.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -378888.218750 Penalty: 2712.272949
	Iteration 4F: 3 clusters Score -378888.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -379256.218750 Penalty: 2712.272949
	Iteration 5F: 3 clusters Score -379256.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -379494.968750 Penalty: 2712.272949
	Iteration 6F: 3 clusters Score -379495 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -379675.375000 Penalty: 2712.272949
	Iteration 7F: 3 clusters Score -379675.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -379834.656250 Penalty: 2712.272949
	Iteration 8Q: 3 clusters Score -379834.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -379969.781250 Penalty: 2712.272949
	Iteration 9Q: 3 clusters Score -379969.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -380076.000000 Penalty: 2712.272949
	Iteration 10Q: 3 clusters Score -380076 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -380158.000000 Penalty: 2712.272949
	Iteration 11Q: 3 clusters Score -380158 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -380192.812500 Penalty: 2712.272949
	Iteration 12Q: 3 clusters Score -380192.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -380211.375000 Penalty: 2712.272949
	Iteration 13Q: 3 clusters Score -380211.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -380227.250000 Penalty: 2712.272949
	Iteration 14Q: 3 clusters Score -380227.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -380235.281250 Penalty: 2712.272949
	Iteration 15Q: 3 clusters Score -380235.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -380240.968750 Penalty: 2712.272949
	Iteration 16Q: 3 clusters Score -380241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -380244.687500 Penalty: 2712.272949
	Iteration 17Q: 3 clusters Score -380244.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -380246.500000 Penalty: 2712.272949
	Iteration 18Q: 3 clusters Score -380246.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -380249.750000 Penalty: 2712.272949
	Iteration 19Q: 3 clusters Score -380249.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -380254.500000 Penalty: 2712.272949
	Iteration 20F: 3 clusters Score -380254.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -380257.343750 Penalty: 2712.272949
	Iteration 21Q: 3 clusters Score -380257.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -380258.125000 Penalty: 2712.272949
	Iteration 22Q: 3 clusters Score -380258.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -380259.593750 Penalty: 2712.272949
	Iteration 23Q: 3 clusters Score -380259.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -380260.593750 Penalty: 2712.272949
	Iteration 24Q: 3 clusters Score -380260.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -380261.281250 Penalty: 2712.272949
	Iteration 25Q: 3 clusters Score -380261.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -380262.406250 Penalty: 2712.272949
	Iteration 26Q: 3 clusters Score -380262.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -380262.406250 Penalty: 2712.272949
	Iteration 27F: 3 clusters Score -380262.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (7250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Entering Unmasked Estep 
Score: -645970.250000 Penalty: 1444.422974
	Iteration 0F: 2 clusters Score -645970.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -640624.562500 Penalty: 2888.845947
	Iteration 0F: 3 clusters Score -640624.6 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -642338.875000 Penalty: 2888.845947
	Iteration 1F: 3 clusters Score -642338.9 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -642646.312500 Penalty: 2888.845947
	Iteration 2F: 3 clusters Score -642646.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -642890.625000 Penalty: 2888.845947
	Iteration 3F: 3 clusters Score -642890.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -643102.000000 Penalty: 2888.845947
	Iteration 4F: 3 clusters Score -643102 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -643260.437500 Penalty: 2888.845947
	Iteration 5Q: 3 clusters Score -643260.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -643396.062500 Penalty: 2888.845947
	Iteration 6Q: 3 clusters Score -643396.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -643523.687500 Penalty: 2888.845947
	Iteration 7Q: 3 clusters Score -643523.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -643645.875000 Penalty: 2888.845947
	Iteration 8Q: 3 clusters Score -643645.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -643749.500000 Penalty: 2888.845947
	Iteration 9Q: 3 clusters Score -643749.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -643840.312500 Penalty: 2888.845947
	Iteration 10Q: 3 clusters Score -643840.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -643912.875000 Penalty: 2888.845947
	Iteration 11Q: 3 clusters Score -643912.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -643974.437500 Penalty: 2888.845947
	Iteration 12Q: 3 clusters Score -643974.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -644028.750000 Penalty: 2888.845947
	Iteration 13Q: 3 clusters Score -644028.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -644078.312500 Penalty: 2888.845947
	Iteration 14Q: 3 clusters Score -644078.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -644127.812500 Penalty: 2888.845947
	Iteration 15Q: 3 clusters Score -644127.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -644180.875000 Penalty: 2888.845947
	Iteration 16Q: 3 clusters Score -644180.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -644217.812500 Penalty: 2888.845947
	Iteration 17Q: 3 clusters Score -644217.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -644246.375000 Penalty: 2888.845947
	Iteration 18Q: 3 clusters Score -644246.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -644281.187500 Penalty: 2888.845947
	Iteration 19Q: 3 clusters Score -644281.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -644323.250000 Penalty: 2888.845947
	Iteration 20F: 3 clusters Score -644323.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -644386.062500 Penalty: 2888.845947
	Iteration 21Q: 3 clusters Score -644386.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -644444.562500 Penalty: 2888.845947
	Iteration 22Q: 3 clusters Score -644444.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -644495.812500 Penalty: 2888.845947
	Iteration 23Q: 3 clusters Score -644495.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -644552.625000 Penalty: 2888.845947
	Iteration 24Q: 3 clusters Score -644552.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -644608.437500 Penalty: 2888.845947
	Iteration 25Q: 3 clusters Score -644608.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -644653.562500 Penalty: 2888.845947
	Iteration 26Q: 3 clusters Score -644653.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -644687.687500 Penalty: 2888.845947
	Iteration 27Q: 3 clusters Score -644687.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -644714.062500 Penalty: 2888.845947
	Iteration 28Q: 3 clusters Score -644714.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -644737.250000 Penalty: 2888.845947
	Iteration 29Q: 3 clusters Score -644737.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -644761.187500 Penalty: 2888.845947
	Iteration 30Q: 3 clusters Score -644761.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -644777.500000 Penalty: 2888.845947
	Iteration 31Q: 3 clusters Score -644777.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -644797.250000 Penalty: 2888.845947
	Iteration 32Q: 3 clusters Score -644797.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -644822.375000 Penalty: 2888.845947
	Iteration 33Q: 3 clusters Score -644822.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -644854.187500 Penalty: 2888.845947
	Iteration 34Q: 3 clusters Score -644854.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -644881.625000 Penalty: 2888.845947
	Iteration 35Q: 3 clusters Score -644881.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -644901.500000 Penalty: 2888.845947
	Iteration 36Q: 3 clusters Score -644901.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -644912.687500 Penalty: 2888.845947
	Iteration 37Q: 3 clusters Score -644912.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -644925.062500 Penalty: 2888.845947
	Iteration 38Q: 3 clusters Score -644925.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -644934.000000 Penalty: 2888.845947
	Iteration 39Q: 3 clusters Score -644934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -644944.562500 Penalty: 2888.845947
	Iteration 40F: 3 clusters Score -644944.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -644948.937500 Penalty: 2888.845947
	Iteration 41Q: 3 clusters Score -644948.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -644950.812500 Penalty: 2888.845947
	Iteration 42Q: 3 clusters Score -644950.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -644955.062500 Penalty: 2888.845947
	Iteration 43Q: 3 clusters Score -644955.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -644957.125000 Penalty: 2888.845947
	Iteration 44Q: 3 clusters Score -644957.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -644960.000000 Penalty: 2888.845947
	Iteration 45Q: 3 clusters Score -644960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -644961.062500 Penalty: 2888.845947
	Iteration 46Q: 3 clusters Score -644961.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -644964.062500 Penalty: 2888.845947
	Iteration 47Q: 3 clusters Score -644964.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -644964.875000 Penalty: 2888.845947
	Iteration 48Q: 3 clusters Score -644964.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -644965.500000 Penalty: 2888.845947
	Iteration 49Q: 3 clusters Score -644965.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -644966.875000 Penalty: 2888.845947
	Iteration 50Q: 3 clusters Score -644966.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -644969.187500 Penalty: 2888.845947
	Iteration 51Q: 3 clusters Score -644969.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -644968.875000 Penalty: 2888.845947
	Iteration 52Q: 3 clusters Score -644968.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -644972.500000 Penalty: 2888.845947
	Iteration 53Q: 3 clusters Score -644972.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -644974.062500 Penalty: 2888.845947
	Iteration 54Q: 3 clusters Score -644974.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -644974.812500 Penalty: 2888.845947
	Iteration 55Q: 3 clusters Score -644974.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -644976.937500 Penalty: 2888.845947
	Iteration 56Q: 3 clusters Score -644976.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -644977.437500 Penalty: 2888.845947
	Iteration 57Q: 3 clusters Score -644977.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -644979.750000 Penalty: 2888.845947
	Iteration 58Q: 3 clusters Score -644979.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -644985.625000 Penalty: 2888.845947
	Iteration 59Q: 3 clusters Score -644985.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -644986.875000 Penalty: 2888.845947
	Iteration 60F: 3 clusters Score -644986.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -644990.500000 Penalty: 2888.845947
	Iteration 61Q: 3 clusters Score -644990.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -644992.937500 Penalty: 2888.845947
	Iteration 62Q: 3 clusters Score -644992.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -644996.250000 Penalty: 2888.845947
	Iteration 63Q: 3 clusters Score -644996.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -644998.062500 Penalty: 2888.845947
	Iteration 64Q: 3 clusters Score -644998.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -644998.250000 Penalty: 2888.845947
	Iteration 65Q: 3 clusters Score -644998.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -644998.250000 Penalty: 2888.845947
	Iteration 66F: 3 clusters Score -644998.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Entering Unmasked Estep 
Score: -186078.328125 Penalty: 1243.692871
	Iteration 0F: 2 clusters Score -186078.3 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 1006 members 
Entering Unmasked Estep 
Score: -183909.515625 Penalty: 2487.385742
	Iteration 0F: 3 clusters Score -183909.5 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -184398.390625 Penalty: 2487.385742
	Iteration 1F: 3 clusters Score -184398.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -184533.265625 Penalty: 2487.385742
	Iteration 2F: 3 clusters Score -184533.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -184643.328125 Penalty: 2487.385742
	Iteration 3F: 3 clusters Score -184643.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -184749.187500 Penalty: 2487.385742
	Iteration 4Q: 3 clusters Score -184749.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -184866.250000 Penalty: 2487.385742
	Iteration 5Q: 3 clusters Score -184866.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -184979.437500 Penalty: 2487.385742
	Iteration 6Q: 3 clusters Score -184979.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -185064.468750 Penalty: 2487.385742
	Iteration 7Q: 3 clusters Score -185064.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -185131.734375 Penalty: 2487.385742
	Iteration 8Q: 3 clusters Score -185131.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -185172.250000 Penalty: 2487.385742
	Iteration 9Q: 3 clusters Score -185172.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -185213.000000 Penalty: 2487.385742
	Iteration 10Q: 3 clusters Score -185213 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -185255.218750 Penalty: 2487.385742
	Iteration 11Q: 3 clusters Score -185255.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -185283.062500 Penalty: 2487.385742
	Iteration 12Q: 3 clusters Score -185283.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -185300.421875 Penalty: 2487.385742
	Iteration 13Q: 3 clusters Score -185300.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -185315.671875 Penalty: 2487.385742
	Iteration 14Q: 3 clusters Score -185315.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -185323.921875 Penalty: 2487.385742
	Iteration 15Q: 3 clusters Score -185323.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -185327.750000 Penalty: 2487.385742
	Iteration 16Q: 3 clusters Score -185327.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -185331.187500 Penalty: 2487.385742
	Iteration 17Q: 3 clusters Score -185331.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -185333.562500 Penalty: 2487.385742
	Iteration 18Q: 3 clusters Score -185333.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -185333.515625 Penalty: 2487.385742
	Iteration 19Q: 3 clusters Score -185333.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -185333.937500 Penalty: 2487.385742
	Iteration 20F: 3 clusters Score -185333.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -185334.953125 Penalty: 2487.385742
	Iteration 21Q: 3 clusters Score -185335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -185335.546875 Penalty: 2487.385742
	Iteration 22Q: 3 clusters Score -185335.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -185336.546875 Penalty: 2487.385742
	Iteration 23Q: 3 clusters Score -185336.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -185337.046875 Penalty: 2487.385742
	Iteration 24Q: 3 clusters Score -185337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -185337.453125 Penalty: 2487.385742
	Iteration 25Q: 3 clusters Score -185337.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -185337.453125 Penalty: 2487.385742
	Iteration 26F: 3 clusters Score -185337.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63731 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1834 members 
Mstep: Class 9 contains 124160 members 
Mstep: Class 10 contains 10287 members 
Mstep: Class 11 contains 10000 members 
Mstep: Class 12 contains 60439 members 
Mstep: Class 13 contains 25730 members 
Mstep: Class 14 contains 39050 members 
Mstep: Class 15 contains 60733 members 
Mstep: Class 16 contains 67886 members 
Mstep: Class 17 contains 41270 members 
Mstep: Class 18 contains 5952 members 
Mstep: Class 19 contains 70322 members 
Mstep: Class 20 contains 19592 members 
Mstep: Class 21 contains 14340 members 
Mstep: Class 22 contains 2886 members 
Mstep: Class 23 contains 27723 members 
Mstep: Class 24 contains 1522 members 
Mstep: Class 25 contains 7240 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13263 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10960 members 
Mstep: Class 30 contains 73847 members 
Mstep: Class 31 contains 3179 members 
Mstep: Class 32 contains 1518 members 
Mstep: Class 33 contains 822 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 87024 members 
Mstep: Class 37 contains 3568 members 
Mstep: Class 38 contains 2890 members 
Mstep: Class 39 contains 1873 members 
Mstep: Class 40 contains 3043 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2723 members 
Mstep: Class 43 contains 1447 members 
Mstep: Class 44 contains 4211 members 
Mstep: Class 45 contains 7250 members 
Mstep: Class 46 contains 2108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468208.000000 Penalty: 102952.773438
Iteration 159Q: 47 clusters Score -8.446821e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63750 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1834 members 
Mstep: Class 9 contains 124140 members 
Mstep: Class 10 contains 10265 members 
Mstep: Class 11 contains 10001 members 
Mstep: Class 12 contains 60438 members 
Mstep: Class 13 contains 25879 members 
Mstep: Class 14 contains 39254 members 
Mstep: Class 15 contains 60735 members 
Mstep: Class 16 contains 67935 members 
Mstep: Class 17 contains 41270 members 
Mstep: Class 18 contains 5955 members 
Mstep: Class 19 contains 70301 members 
Mstep: Class 20 contains 19590 members 
Mstep: Class 21 contains 14339 members 
Mstep: Class 22 contains 2895 members 
Mstep: Class 23 contains 27719 members 
Mstep: Class 24 contains 1522 members 
Mstep: Class 25 contains 7239 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13287 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10960 members 
Mstep: Class 30 contains 73507 members 
Mstep: Class 31 contains 3179 members 
Mstep: Class 32 contains 1519 members 
Mstep: Class 33 contains 831 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86973 members 
Mstep: Class 37 contains 3568 members 
Mstep: Class 38 contains 2891 members 
Mstep: Class 39 contains 1873 members 
Mstep: Class 40 contains 3043 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2722 members 
Mstep: Class 43 contains 1448 members 
Mstep: Class 44 contains 4211 members 
Mstep: Class 45 contains 7230 members 
Mstep: Class 46 contains 2108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468176.000000 Penalty: 102952.773438
Iteration 160F: 47 clusters Score -8.446818e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63772 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1834 members 
Mstep: Class 9 contains 124119 members 
Mstep: Class 10 contains 10245 members 
Mstep: Class 11 contains 10002 members 
Mstep: Class 12 contains 60437 members 
Mstep: Class 13 contains 26013 members 
Mstep: Class 14 contains 39434 members 
Mstep: Class 15 contains 60734 members 
Mstep: Class 16 contains 67990 members 
Mstep: Class 17 contains 41271 members 
Mstep: Class 18 contains 5958 members 
Mstep: Class 19 contains 70283 members 
Mstep: Class 20 contains 19590 members 
Mstep: Class 21 contains 14340 members 
Mstep: Class 22 contains 2906 members 
Mstep: Class 23 contains 27709 members 
Mstep: Class 24 contains 1520 members 
Mstep: Class 25 contains 7239 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13302 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10959 members 
Mstep: Class 30 contains 73198 members 
Mstep: Class 31 contains 3179 members 
Mstep: Class 32 contains 1517 members 
Mstep: Class 33 contains 848 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86923 members 
Mstep: Class 37 contains 3568 members 
Mstep: Class 38 contains 2894 members 
Mstep: Class 39 contains 1873 members 
Mstep: Class 40 contains 3042 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2720 members 
Mstep: Class 43 contains 1451 members 
Mstep: Class 44 contains 4211 members 
Mstep: Class 45 contains 7208 members 
Mstep: Class 46 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468256.000000 Penalty: 102952.773438
Iteration 161Q: 47 clusters Score -8.446826e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63791 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1834 members 
Mstep: Class 9 contains 124105 members 
Mstep: Class 10 contains 10233 members 
Mstep: Class 11 contains 10003 members 
Mstep: Class 12 contains 60433 members 
Mstep: Class 13 contains 26138 members 
Mstep: Class 14 contains 39563 members 
Mstep: Class 15 contains 60735 members 
Mstep: Class 16 contains 68036 members 
Mstep: Class 17 contains 41268 members 
Mstep: Class 18 contains 5961 members 
Mstep: Class 19 contains 70269 members 
Mstep: Class 20 contains 19580 members 
Mstep: Class 21 contains 14341 members 
Mstep: Class 22 contains 2922 members 
Mstep: Class 23 contains 27692 members 
Mstep: Class 24 contains 1519 members 
Mstep: Class 25 contains 7239 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13314 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10959 members 
Mstep: Class 30 contains 72966 members 
Mstep: Class 31 contains 3179 members 
Mstep: Class 32 contains 1516 members 
Mstep: Class 33 contains 860 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86878 members 
Mstep: Class 37 contains 3568 members 
Mstep: Class 38 contains 2896 members 
Mstep: Class 39 contains 1873 members 
Mstep: Class 40 contains 3041 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2720 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4211 members 
Mstep: Class 45 contains 7184 members 
Mstep: Class 46 contains 2115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468080.000000 Penalty: 102952.773438
Iteration 162Q: 47 clusters Score -8.446808e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63800 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 124090 members 
Mstep: Class 10 contains 10222 members 
Mstep: Class 11 contains 10004 members 
Mstep: Class 12 contains 60431 members 
Mstep: Class 13 contains 26239 members 
Mstep: Class 14 contains 39675 members 
Mstep: Class 15 contains 60736 members 
Mstep: Class 16 contains 68071 members 
Mstep: Class 17 contains 41268 members 
Mstep: Class 18 contains 5968 members 
Mstep: Class 19 contains 70258 members 
Mstep: Class 20 contains 19574 members 
Mstep: Class 21 contains 14344 members 
Mstep: Class 22 contains 2937 members 
Mstep: Class 23 contains 27685 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7239 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13327 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10951 members 
Mstep: Class 30 contains 72756 members 
Mstep: Class 31 contains 3179 members 
Mstep: Class 32 contains 1514 members 
Mstep: Class 33 contains 868 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86861 members 
Mstep: Class 37 contains 3567 members 
Mstep: Class 38 contains 2896 members 
Mstep: Class 39 contains 1873 members 
Mstep: Class 40 contains 3041 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2720 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4211 members 
Mstep: Class 45 contains 7157 members 
Mstep: Class 46 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468032.000000 Penalty: 102952.773438
Iteration 163Q: 47 clusters Score -8.446803e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63816 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1581 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 124072 members 
Mstep: Class 10 contains 10213 members 
Mstep: Class 11 contains 10007 members 
Mstep: Class 12 contains 60425 members 
Mstep: Class 13 contains 26346 members 
Mstep: Class 14 contains 39743 members 
Mstep: Class 15 contains 60740 members 
Mstep: Class 16 contains 68104 members 
Mstep: Class 17 contains 41270 members 
Mstep: Class 18 contains 5972 members 
Mstep: Class 19 contains 70250 members 
Mstep: Class 20 contains 19572 members 
Mstep: Class 21 contains 14345 members 
Mstep: Class 22 contains 2951 members 
Mstep: Class 23 contains 27680 members 
Mstep: Class 24 contains 1519 members 
Mstep: Class 25 contains 7238 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13333 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10947 members 
Mstep: Class 30 contains 72591 members 
Mstep: Class 31 contains 3179 members 
Mstep: Class 32 contains 1513 members 
Mstep: Class 33 contains 873 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86826 members 
Mstep: Class 37 contains 3567 members 
Mstep: Class 38 contains 2897 members 
Mstep: Class 39 contains 1873 members 
Mstep: Class 40 contains 3040 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2720 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4210 members 
Mstep: Class 45 contains 7144 members 
Mstep: Class 46 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467888.000000 Penalty: 102952.773438
Iteration 164Q: 47 clusters Score -8.446789e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63828 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1581 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 124053 members 
Mstep: Class 10 contains 10209 members 
Mstep: Class 11 contains 10006 members 
Mstep: Class 12 contains 60424 members 
Mstep: Class 13 contains 26452 members 
Mstep: Class 14 contains 39784 members 
Mstep: Class 15 contains 60733 members 
Mstep: Class 16 contains 68160 members 
Mstep: Class 17 contains 41271 members 
Mstep: Class 18 contains 5975 members 
Mstep: Class 19 contains 70231 members 
Mstep: Class 20 contains 19570 members 
Mstep: Class 21 contains 14349 members 
Mstep: Class 22 contains 2962 members 
Mstep: Class 23 contains 27680 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7236 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13342 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10945 members 
Mstep: Class 30 contains 72431 members 
Mstep: Class 31 contains 3179 members 
Mstep: Class 32 contains 1513 members 
Mstep: Class 33 contains 876 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86803 members 
Mstep: Class 37 contains 3567 members 
Mstep: Class 38 contains 2897 members 
Mstep: Class 39 contains 1873 members 
Mstep: Class 40 contains 3040 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2720 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4211 members 
Mstep: Class 45 contains 7132 members 
Mstep: Class 46 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467784.000000 Penalty: 102952.773438
Iteration 165Q: 47 clusters Score -8.446778e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63835 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 124037 members 
Mstep: Class 10 contains 10195 members 
Mstep: Class 11 contains 10004 members 
Mstep: Class 12 contains 60423 members 
Mstep: Class 13 contains 26538 members 
Mstep: Class 14 contains 39848 members 
Mstep: Class 15 contains 60732 members 
Mstep: Class 16 contains 68195 members 
Mstep: Class 17 contains 41272 members 
Mstep: Class 18 contains 5975 members 
Mstep: Class 19 contains 70222 members 
Mstep: Class 20 contains 19571 members 
Mstep: Class 21 contains 14349 members 
Mstep: Class 22 contains 2965 members 
Mstep: Class 23 contains 27677 members 
Mstep: Class 24 contains 1517 members 
Mstep: Class 25 contains 7234 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13359 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10941 members 
Mstep: Class 30 contains 72289 members 
Mstep: Class 31 contains 3178 members 
Mstep: Class 32 contains 1513 members 
Mstep: Class 33 contains 886 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86779 members 
Mstep: Class 37 contains 3566 members 
Mstep: Class 38 contains 2897 members 
Mstep: Class 39 contains 1873 members 
Mstep: Class 40 contains 3039 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2720 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4213 members 
Mstep: Class 45 contains 7130 members 
Mstep: Class 46 contains 2130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467888.000000 Penalty: 102952.773438
Iteration 166Q: 47 clusters Score -8.446789e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63832 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1579 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 124033 members 
Mstep: Class 10 contains 10182 members 
Mstep: Class 11 contains 10004 members 
Mstep: Class 12 contains 60421 members 
Mstep: Class 13 contains 26630 members 
Mstep: Class 14 contains 39904 members 
Mstep: Class 15 contains 60729 members 
Mstep: Class 16 contains 68231 members 
Mstep: Class 17 contains 41271 members 
Mstep: Class 18 contains 5985 members 
Mstep: Class 19 contains 70217 members 
Mstep: Class 20 contains 19567 members 
Mstep: Class 21 contains 14348 members 
Mstep: Class 22 contains 2967 members 
Mstep: Class 23 contains 27662 members 
Mstep: Class 24 contains 1517 members 
Mstep: Class 25 contains 7234 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13373 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10940 members 
Mstep: Class 30 contains 72141 members 
Mstep: Class 31 contains 3178 members 
Mstep: Class 32 contains 1514 members 
Mstep: Class 33 contains 896 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86763 members 
Mstep: Class 37 contains 3566 members 
Mstep: Class 38 contains 2897 members 
Mstep: Class 39 contains 1873 members 
Mstep: Class 40 contains 3038 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2720 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4213 members 
Mstep: Class 45 contains 7124 members 
Mstep: Class 46 contains 2133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468024.000000 Penalty: 102952.773438
Iteration 167Q: 47 clusters Score -8.446802e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63832 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1579 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 124016 members 
Mstep: Class 10 contains 10178 members 
Mstep: Class 11 contains 10005 members 
Mstep: Class 12 contains 60415 members 
Mstep: Class 13 contains 26709 members 
Mstep: Class 14 contains 39957 members 
Mstep: Class 15 contains 60733 members 
Mstep: Class 16 contains 68253 members 
Mstep: Class 17 contains 41272 members 
Mstep: Class 18 contains 5997 members 
Mstep: Class 19 contains 70213 members 
Mstep: Class 20 contains 19569 members 
Mstep: Class 21 contains 14349 members 
Mstep: Class 22 contains 2971 members 
Mstep: Class 23 contains 27642 members 
Mstep: Class 24 contains 1517 members 
Mstep: Class 25 contains 7236 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13391 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10938 members 
Mstep: Class 30 contains 71994 members 
Mstep: Class 31 contains 3177 members 
Mstep: Class 32 contains 1513 members 
Mstep: Class 33 contains 915 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86739 members 
Mstep: Class 37 contains 3566 members 
Mstep: Class 38 contains 2897 members 
Mstep: Class 39 contains 1873 members 
Mstep: Class 40 contains 3038 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4213 members 
Mstep: Class 45 contains 7122 members 
Mstep: Class 46 contains 2137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468128.000000 Penalty: 102952.773438
Iteration 168Q: 47 clusters Score -8.446813e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63836 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1579 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1830 members 
Mstep: Class 9 contains 123998 members 
Mstep: Class 10 contains 10172 members 
Mstep: Class 11 contains 10005 members 
Mstep: Class 12 contains 60413 members 
Mstep: Class 13 contains 26787 members 
Mstep: Class 14 contains 40015 members 
Mstep: Class 15 contains 60732 members 
Mstep: Class 16 contains 68270 members 
Mstep: Class 17 contains 41273 members 
Mstep: Class 18 contains 6008 members 
Mstep: Class 19 contains 70208 members 
Mstep: Class 20 contains 19565 members 
Mstep: Class 21 contains 14349 members 
Mstep: Class 22 contains 2976 members 
Mstep: Class 23 contains 27632 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7236 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13405 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10938 members 
Mstep: Class 30 contains 71856 members 
Mstep: Class 31 contains 3177 members 
Mstep: Class 32 contains 1512 members 
Mstep: Class 33 contains 932 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86712 members 
Mstep: Class 37 contains 3566 members 
Mstep: Class 38 contains 2897 members 
Mstep: Class 39 contains 1874 members 
Mstep: Class 40 contains 3037 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4213 members 
Mstep: Class 45 contains 7121 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468216.000000 Penalty: 102952.773438
Iteration 169Q: 47 clusters Score -8.446822e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63836 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123980 members 
Mstep: Class 10 contains 10167 members 
Mstep: Class 11 contains 10006 members 
Mstep: Class 12 contains 60408 members 
Mstep: Class 13 contains 26865 members 
Mstep: Class 14 contains 40069 members 
Mstep: Class 15 contains 60740 members 
Mstep: Class 16 contains 68282 members 
Mstep: Class 17 contains 41273 members 
Mstep: Class 18 contains 6014 members 
Mstep: Class 19 contains 70205 members 
Mstep: Class 20 contains 19569 members 
Mstep: Class 21 contains 14350 members 
Mstep: Class 22 contains 2983 members 
Mstep: Class 23 contains 27610 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7235 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13419 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10938 members 
Mstep: Class 30 contains 71741 members 
Mstep: Class 31 contains 3176 members 
Mstep: Class 32 contains 1513 members 
Mstep: Class 33 contains 944 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86685 members 
Mstep: Class 37 contains 3566 members 
Mstep: Class 38 contains 2899 members 
Mstep: Class 39 contains 1875 members 
Mstep: Class 40 contains 3037 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2722 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4213 members 
Mstep: Class 45 contains 7113 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468200.000000 Penalty: 102952.773438
Iteration 170Q: 47 clusters Score -8.44682e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63832 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1830 members 
Mstep: Class 9 contains 123964 members 
Mstep: Class 10 contains 10164 members 
Mstep: Class 11 contains 10009 members 
Mstep: Class 12 contains 60408 members 
Mstep: Class 13 contains 26950 members 
Mstep: Class 14 contains 40098 members 
Mstep: Class 15 contains 60743 members 
Mstep: Class 16 contains 68300 members 
Mstep: Class 17 contains 41272 members 
Mstep: Class 18 contains 6015 members 
Mstep: Class 19 contains 70195 members 
Mstep: Class 20 contains 19571 members 
Mstep: Class 21 contains 14350 members 
Mstep: Class 22 contains 2986 members 
Mstep: Class 23 contains 27609 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7236 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13429 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10938 members 
Mstep: Class 30 contains 71658 members 
Mstep: Class 31 contains 3175 members 
Mstep: Class 32 contains 1514 members 
Mstep: Class 33 contains 945 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86654 members 
Mstep: Class 37 contains 3566 members 
Mstep: Class 38 contains 2900 members 
Mstep: Class 39 contains 1875 members 
Mstep: Class 40 contains 3037 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2722 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4213 members 
Mstep: Class 45 contains 7106 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468232.000000 Penalty: 102952.773438
Iteration 171Q: 47 clusters Score -8.446823e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63830 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1579 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1830 members 
Mstep: Class 9 contains 123951 members 
Mstep: Class 10 contains 10158 members 
Mstep: Class 11 contains 10016 members 
Mstep: Class 12 contains 60408 members 
Mstep: Class 13 contains 27034 members 
Mstep: Class 14 contains 40111 members 
Mstep: Class 15 contains 60750 members 
Mstep: Class 16 contains 68317 members 
Mstep: Class 17 contains 41270 members 
Mstep: Class 18 contains 6017 members 
Mstep: Class 19 contains 70186 members 
Mstep: Class 20 contains 19573 members 
Mstep: Class 21 contains 14349 members 
Mstep: Class 22 contains 2987 members 
Mstep: Class 23 contains 27596 members 
Mstep: Class 24 contains 1517 members 
Mstep: Class 25 contains 7237 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13437 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10938 members 
Mstep: Class 30 contains 71589 members 
Mstep: Class 31 contains 3173 members 
Mstep: Class 32 contains 1514 members 
Mstep: Class 33 contains 946 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86631 members 
Mstep: Class 37 contains 3568 members 
Mstep: Class 38 contains 2900 members 
Mstep: Class 39 contains 1875 members 
Mstep: Class 40 contains 3037 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2722 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4213 members 
Mstep: Class 45 contains 7101 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468368.000000 Penalty: 102952.773438
Iteration 172Q: 47 clusters Score -8.446837e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63832 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1579 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123943 members 
Mstep: Class 10 contains 10153 members 
Mstep: Class 11 contains 10022 members 
Mstep: Class 12 contains 60404 members 
Mstep: Class 13 contains 27106 members 
Mstep: Class 14 contains 40128 members 
Mstep: Class 15 contains 60746 members 
Mstep: Class 16 contains 68339 members 
Mstep: Class 17 contains 41270 members 
Mstep: Class 18 contains 6018 members 
Mstep: Class 19 contains 70178 members 
Mstep: Class 20 contains 19580 members 
Mstep: Class 21 contains 14349 members 
Mstep: Class 22 contains 2988 members 
Mstep: Class 23 contains 27585 members 
Mstep: Class 24 contains 1517 members 
Mstep: Class 25 contains 7237 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13444 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10940 members 
Mstep: Class 30 contains 71522 members 
Mstep: Class 31 contains 3167 members 
Mstep: Class 32 contains 1514 members 
Mstep: Class 33 contains 950 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86605 members 
Mstep: Class 37 contains 3568 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 1875 members 
Mstep: Class 40 contains 3037 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4213 members 
Mstep: Class 45 contains 7098 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468352.000000 Penalty: 102952.773438
Iteration 173Q: 47 clusters Score -8.446835e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63827 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1579 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123938 members 
Mstep: Class 10 contains 10152 members 
Mstep: Class 11 contains 10025 members 
Mstep: Class 12 contains 60404 members 
Mstep: Class 13 contains 27158 members 
Mstep: Class 14 contains 40150 members 
Mstep: Class 15 contains 60747 members 
Mstep: Class 16 contains 68363 members 
Mstep: Class 17 contains 41270 members 
Mstep: Class 18 contains 6022 members 
Mstep: Class 19 contains 70170 members 
Mstep: Class 20 contains 19584 members 
Mstep: Class 21 contains 14349 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 27579 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7237 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13448 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10941 members 
Mstep: Class 30 contains 71448 members 
Mstep: Class 31 contains 3163 members 
Mstep: Class 32 contains 1514 members 
Mstep: Class 33 contains 954 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86588 members 
Mstep: Class 37 contains 3568 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 1875 members 
Mstep: Class 40 contains 3038 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7094 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468296.000000 Penalty: 102952.773438
Iteration 174Q: 47 clusters Score -8.44683e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63831 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1579 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123934 members 
Mstep: Class 10 contains 10149 members 
Mstep: Class 11 contains 10027 members 
Mstep: Class 12 contains 60405 members 
Mstep: Class 13 contains 27204 members 
Mstep: Class 14 contains 40181 members 
Mstep: Class 15 contains 60749 members 
Mstep: Class 16 contains 68376 members 
Mstep: Class 17 contains 41271 members 
Mstep: Class 18 contains 6024 members 
Mstep: Class 19 contains 70164 members 
Mstep: Class 20 contains 19587 members 
Mstep: Class 21 contains 14349 members 
Mstep: Class 22 contains 2991 members 
Mstep: Class 23 contains 27570 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7237 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13454 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10940 members 
Mstep: Class 30 contains 71384 members 
Mstep: Class 31 contains 3158 members 
Mstep: Class 32 contains 1514 members 
Mstep: Class 33 contains 957 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86572 members 
Mstep: Class 37 contains 3568 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 1875 members 
Mstep: Class 40 contains 3038 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7085 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468296.000000 Penalty: 102952.773438
Iteration 175Q: 47 clusters Score -8.44683e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63833 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1579 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123926 members 
Mstep: Class 10 contains 10147 members 
Mstep: Class 11 contains 10028 members 
Mstep: Class 12 contains 60404 members 
Mstep: Class 13 contains 27258 members 
Mstep: Class 14 contains 40203 members 
Mstep: Class 15 contains 60751 members 
Mstep: Class 16 contains 68382 members 
Mstep: Class 17 contains 41271 members 
Mstep: Class 18 contains 6024 members 
Mstep: Class 19 contains 70162 members 
Mstep: Class 20 contains 19588 members 
Mstep: Class 21 contains 14350 members 
Mstep: Class 22 contains 2997 members 
Mstep: Class 23 contains 27566 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7237 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13459 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10938 members 
Mstep: Class 30 contains 71321 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1513 members 
Mstep: Class 33 contains 956 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86560 members 
Mstep: Class 37 contains 3568 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 1875 members 
Mstep: Class 40 contains 3038 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7081 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468224.000000 Penalty: 102952.773438
Iteration 176Q: 47 clusters Score -8.446822e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63835 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123917 members 
Mstep: Class 10 contains 10140 members 
Mstep: Class 11 contains 10031 members 
Mstep: Class 12 contains 60406 members 
Mstep: Class 13 contains 27313 members 
Mstep: Class 14 contains 40222 members 
Mstep: Class 15 contains 60753 members 
Mstep: Class 16 contains 68389 members 
Mstep: Class 17 contains 41269 members 
Mstep: Class 18 contains 6026 members 
Mstep: Class 19 contains 70162 members 
Mstep: Class 20 contains 19592 members 
Mstep: Class 21 contains 14351 members 
Mstep: Class 22 contains 3001 members 
Mstep: Class 23 contains 27559 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7237 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13462 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10940 members 
Mstep: Class 30 contains 71268 members 
Mstep: Class 31 contains 3151 members 
Mstep: Class 32 contains 1512 members 
Mstep: Class 33 contains 957 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86538 members 
Mstep: Class 37 contains 3568 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 1875 members 
Mstep: Class 40 contains 3038 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7076 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468192.000000 Penalty: 102952.773438
Iteration 177Q: 47 clusters Score -8.446819e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63838 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1581 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123908 members 
Mstep: Class 10 contains 10138 members 
Mstep: Class 11 contains 10033 members 
Mstep: Class 12 contains 60406 members 
Mstep: Class 13 contains 27358 members 
Mstep: Class 14 contains 40243 members 
Mstep: Class 15 contains 60754 members 
Mstep: Class 16 contains 68387 members 
Mstep: Class 17 contains 41272 members 
Mstep: Class 18 contains 6027 members 
Mstep: Class 19 contains 70156 members 
Mstep: Class 20 contains 19592 members 
Mstep: Class 21 contains 14352 members 
Mstep: Class 22 contains 3005 members 
Mstep: Class 23 contains 27564 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7237 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13466 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10938 members 
Mstep: Class 30 contains 71219 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1510 members 
Mstep: Class 33 contains 956 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86522 members 
Mstep: Class 37 contains 3569 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 1875 members 
Mstep: Class 40 contains 3037 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7073 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468176.000000 Penalty: 102952.773438
Iteration 178Q: 47 clusters Score -8.446818e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63838 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1581 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123903 members 
Mstep: Class 10 contains 10136 members 
Mstep: Class 11 contains 10033 members 
Mstep: Class 12 contains 60406 members 
Mstep: Class 13 contains 27397 members 
Mstep: Class 14 contains 40266 members 
Mstep: Class 15 contains 60756 members 
Mstep: Class 16 contains 68383 members 
Mstep: Class 17 contains 41275 members 
Mstep: Class 18 contains 6028 members 
Mstep: Class 19 contains 70150 members 
Mstep: Class 20 contains 19593 members 
Mstep: Class 21 contains 14354 members 
Mstep: Class 22 contains 3009 members 
Mstep: Class 23 contains 27563 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7237 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13468 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10936 members 
Mstep: Class 30 contains 71176 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1509 members 
Mstep: Class 33 contains 957 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86511 members 
Mstep: Class 37 contains 3569 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 1875 members 
Mstep: Class 40 contains 3036 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7070 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468200.000000 Penalty: 102952.773438
Iteration 179Q: 47 clusters Score -8.44682e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63839 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1579 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123896 members 
Mstep: Class 10 contains 10135 members 
Mstep: Class 11 contains 10033 members 
Mstep: Class 12 contains 60406 members 
Mstep: Class 13 contains 27440 members 
Mstep: Class 14 contains 40280 members 
Mstep: Class 15 contains 60756 members 
Mstep: Class 16 contains 68382 members 
Mstep: Class 17 contains 41279 members 
Mstep: Class 18 contains 6028 members 
Mstep: Class 19 contains 70148 members 
Mstep: Class 20 contains 19592 members 
Mstep: Class 21 contains 14355 members 
Mstep: Class 22 contains 3010 members 
Mstep: Class 23 contains 27559 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7238 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13469 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10934 members 
Mstep: Class 30 contains 71145 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1510 members 
Mstep: Class 33 contains 957 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86498 members 
Mstep: Class 37 contains 3569 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 1875 members 
Mstep: Class 40 contains 3035 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7068 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468120.000000 Penalty: 102952.773438
Iteration 180F: 47 clusters Score -8.446812e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63839 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1579 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123889 members 
Mstep: Class 10 contains 10133 members 
Mstep: Class 11 contains 10033 members 
Mstep: Class 12 contains 60406 members 
Mstep: Class 13 contains 27475 members 
Mstep: Class 14 contains 40288 members 
Mstep: Class 15 contains 60758 members 
Mstep: Class 16 contains 68384 members 
Mstep: Class 17 contains 41279 members 
Mstep: Class 18 contains 6030 members 
Mstep: Class 19 contains 70149 members 
Mstep: Class 20 contains 19592 members 
Mstep: Class 21 contains 14356 members 
Mstep: Class 22 contains 3012 members 
Mstep: Class 23 contains 27551 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7237 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13475 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10932 members 
Mstep: Class 30 contains 71109 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1509 members 
Mstep: Class 33 contains 957 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86494 members 
Mstep: Class 37 contains 3569 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 1875 members 
Mstep: Class 40 contains 3035 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7067 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468080.000000 Penalty: 102952.773438
Iteration 181Q: 47 clusters Score -8.446808e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63840 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1579 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123886 members 
Mstep: Class 10 contains 10132 members 
Mstep: Class 11 contains 10033 members 
Mstep: Class 12 contains 60407 members 
Mstep: Class 13 contains 27509 members 
Mstep: Class 14 contains 40299 members 
Mstep: Class 15 contains 60758 members 
Mstep: Class 16 contains 68378 members 
Mstep: Class 17 contains 41279 members 
Mstep: Class 18 contains 6033 members 
Mstep: Class 19 contains 70150 members 
Mstep: Class 20 contains 19592 members 
Mstep: Class 21 contains 14356 members 
Mstep: Class 22 contains 3015 members 
Mstep: Class 23 contains 27552 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7237 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13483 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10932 members 
Mstep: Class 30 contains 71071 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1508 members 
Mstep: Class 33 contains 958 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86479 members 
Mstep: Class 37 contains 3569 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 1876 members 
Mstep: Class 40 contains 3035 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7065 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468144.000000 Penalty: 102952.773438
Iteration 182Q: 47 clusters Score -8.446814e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63842 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1579 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123882 members 
Mstep: Class 10 contains 10130 members 
Mstep: Class 11 contains 10033 members 
Mstep: Class 12 contains 60407 members 
Mstep: Class 13 contains 27537 members 
Mstep: Class 14 contains 40317 members 
Mstep: Class 15 contains 60761 members 
Mstep: Class 16 contains 68377 members 
Mstep: Class 17 contains 41281 members 
Mstep: Class 18 contains 6034 members 
Mstep: Class 19 contains 70146 members 
Mstep: Class 20 contains 19592 members 
Mstep: Class 21 contains 14358 members 
Mstep: Class 22 contains 3018 members 
Mstep: Class 23 contains 27552 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7237 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13489 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10932 members 
Mstep: Class 30 contains 71033 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1508 members 
Mstep: Class 33 contains 958 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86463 members 
Mstep: Class 37 contains 3569 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 1876 members 
Mstep: Class 40 contains 3035 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7064 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468160.000000 Penalty: 102952.773438
Iteration 183Q: 47 clusters Score -8.446816e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63844 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1579 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123878 members 
Mstep: Class 10 contains 10127 members 
Mstep: Class 11 contains 10033 members 
Mstep: Class 12 contains 60407 members 
Mstep: Class 13 contains 27563 members 
Mstep: Class 14 contains 40332 members 
Mstep: Class 15 contains 60763 members 
Mstep: Class 16 contains 68382 members 
Mstep: Class 17 contains 41281 members 
Mstep: Class 18 contains 6033 members 
Mstep: Class 19 contains 70145 members 
Mstep: Class 20 contains 19592 members 
Mstep: Class 21 contains 14357 members 
Mstep: Class 22 contains 3023 members 
Mstep: Class 23 contains 27552 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7237 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13491 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10933 members 
Mstep: Class 30 contains 70999 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1508 members 
Mstep: Class 33 contains 958 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86449 members 
Mstep: Class 37 contains 3569 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 1876 members 
Mstep: Class 40 contains 3035 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7063 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468168.000000 Penalty: 102952.773438
Iteration 184Q: 47 clusters Score -8.446817e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63845 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1578 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123879 members 
Mstep: Class 10 contains 10121 members 
Mstep: Class 11 contains 10033 members 
Mstep: Class 12 contains 60407 members 
Mstep: Class 13 contains 27584 members 
Mstep: Class 14 contains 40350 members 
Mstep: Class 15 contains 60767 members 
Mstep: Class 16 contains 68382 members 
Mstep: Class 17 contains 41281 members 
Mstep: Class 18 contains 6033 members 
Mstep: Class 19 contains 70149 members 
Mstep: Class 20 contains 19592 members 
Mstep: Class 21 contains 14357 members 
Mstep: Class 22 contains 3028 members 
Mstep: Class 23 contains 27551 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7237 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13494 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10933 members 
Mstep: Class 30 contains 70961 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1507 members 
Mstep: Class 33 contains 958 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86438 members 
Mstep: Class 37 contains 3569 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 1876 members 
Mstep: Class 40 contains 3035 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7063 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468136.000000 Penalty: 102952.773438
Iteration 185Q: 47 clusters Score -8.446814e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63845 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1579 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123874 members 
Mstep: Class 10 contains 10117 members 
Mstep: Class 11 contains 10033 members 
Mstep: Class 12 contains 60406 members 
Mstep: Class 13 contains 27605 members 
Mstep: Class 14 contains 40360 members 
Mstep: Class 15 contains 60770 members 
Mstep: Class 16 contains 68389 members 
Mstep: Class 17 contains 41282 members 
Mstep: Class 18 contains 6033 members 
Mstep: Class 19 contains 70147 members 
Mstep: Class 20 contains 19592 members 
Mstep: Class 21 contains 14358 members 
Mstep: Class 22 contains 3033 members 
Mstep: Class 23 contains 27555 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7237 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13495 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10933 members 
Mstep: Class 30 contains 70926 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1506 members 
Mstep: Class 33 contains 958 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86431 members 
Mstep: Class 37 contains 3569 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 1876 members 
Mstep: Class 40 contains 3035 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7062 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468112.000000 Penalty: 102952.773438
Iteration 186Q: 47 clusters Score -8.446811e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63845 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123872 members 
Mstep: Class 10 contains 10117 members 
Mstep: Class 11 contains 10034 members 
Mstep: Class 12 contains 60405 members 
Mstep: Class 13 contains 27618 members 
Mstep: Class 14 contains 40369 members 
Mstep: Class 15 contains 60772 members 
Mstep: Class 16 contains 68397 members 
Mstep: Class 17 contains 41280 members 
Mstep: Class 18 contains 6033 members 
Mstep: Class 19 contains 70148 members 
Mstep: Class 20 contains 19592 members 
Mstep: Class 21 contains 14358 members 
Mstep: Class 22 contains 3034 members 
Mstep: Class 23 contains 27556 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7237 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13496 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10933 members 
Mstep: Class 30 contains 70897 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1506 members 
Mstep: Class 33 contains 958 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86427 members 
Mstep: Class 37 contains 3569 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 1876 members 
Mstep: Class 40 contains 3035 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7061 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468160.000000 Penalty: 102952.773438
Iteration 187Q: 47 clusters Score -8.446816e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63847 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123868 members 
Mstep: Class 10 contains 10119 members 
Mstep: Class 11 contains 10034 members 
Mstep: Class 12 contains 60405 members 
Mstep: Class 13 contains 27639 members 
Mstep: Class 14 contains 40376 members 
Mstep: Class 15 contains 60773 members 
Mstep: Class 16 contains 68407 members 
Mstep: Class 17 contains 41278 members 
Mstep: Class 18 contains 6035 members 
Mstep: Class 19 contains 70149 members 
Mstep: Class 20 contains 19592 members 
Mstep: Class 21 contains 14359 members 
Mstep: Class 22 contains 3037 members 
Mstep: Class 23 contains 27557 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7237 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13497 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10933 members 
Mstep: Class 30 contains 70861 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1505 members 
Mstep: Class 33 contains 958 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86415 members 
Mstep: Class 37 contains 3569 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 1876 members 
Mstep: Class 40 contains 3035 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7059 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468160.000000 Penalty: 102952.773438
Iteration 188Q: 47 clusters Score -8.446816e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63849 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123864 members 
Mstep: Class 10 contains 10118 members 
Mstep: Class 11 contains 10035 members 
Mstep: Class 12 contains 60406 members 
Mstep: Class 13 contains 27666 members 
Mstep: Class 14 contains 40391 members 
Mstep: Class 15 contains 60773 members 
Mstep: Class 16 contains 68415 members 
Mstep: Class 17 contains 41277 members 
Mstep: Class 18 contains 6038 members 
Mstep: Class 19 contains 70149 members 
Mstep: Class 20 contains 19591 members 
Mstep: Class 21 contains 14360 members 
Mstep: Class 22 contains 3043 members 
Mstep: Class 23 contains 27556 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7237 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13499 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10931 members 
Mstep: Class 30 contains 70821 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1504 members 
Mstep: Class 33 contains 958 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86404 members 
Mstep: Class 37 contains 3569 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 1876 members 
Mstep: Class 40 contains 3034 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7054 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468232.000000 Penalty: 102952.773438
Iteration 189Q: 47 clusters Score -8.446823e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63850 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123862 members 
Mstep: Class 10 contains 10116 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 60406 members 
Mstep: Class 13 contains 27689 members 
Mstep: Class 14 contains 40401 members 
Mstep: Class 15 contains 60773 members 
Mstep: Class 16 contains 68422 members 
Mstep: Class 17 contains 41276 members 
Mstep: Class 18 contains 6039 members 
Mstep: Class 19 contains 70153 members 
Mstep: Class 20 contains 19592 members 
Mstep: Class 21 contains 14360 members 
Mstep: Class 22 contains 3046 members 
Mstep: Class 23 contains 27554 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7237 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13503 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10932 members 
Mstep: Class 30 contains 70789 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1503 members 
Mstep: Class 33 contains 958 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86397 members 
Mstep: Class 37 contains 3569 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 1876 members 
Mstep: Class 40 contains 3034 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7045 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468208.000000 Penalty: 102952.773438
Iteration 190Q: 47 clusters Score -8.446821e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63849 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123859 members 
Mstep: Class 10 contains 10116 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 60407 members 
Mstep: Class 13 contains 27708 members 
Mstep: Class 14 contains 40415 members 
Mstep: Class 15 contains 60772 members 
Mstep: Class 16 contains 68426 members 
Mstep: Class 17 contains 41277 members 
Mstep: Class 18 contains 6042 members 
Mstep: Class 19 contains 70151 members 
Mstep: Class 20 contains 19592 members 
Mstep: Class 21 contains 14360 members 
Mstep: Class 22 contains 3050 members 
Mstep: Class 23 contains 27556 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7237 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13506 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10932 members 
Mstep: Class 30 contains 70758 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1502 members 
Mstep: Class 33 contains 958 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86390 members 
Mstep: Class 37 contains 3569 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 1876 members 
Mstep: Class 40 contains 3034 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7040 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468280.000000 Penalty: 102952.773438
Iteration 191Q: 47 clusters Score -8.446828e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63846 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123855 members 
Mstep: Class 10 contains 10114 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 60408 members 
Mstep: Class 13 contains 27725 members 
Mstep: Class 14 contains 40431 members 
Mstep: Class 15 contains 60770 members 
Mstep: Class 16 contains 68427 members 
Mstep: Class 17 contains 41277 members 
Mstep: Class 18 contains 6043 members 
Mstep: Class 19 contains 70153 members 
Mstep: Class 20 contains 19591 members 
Mstep: Class 21 contains 14360 members 
Mstep: Class 22 contains 3055 members 
Mstep: Class 23 contains 27558 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7238 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13513 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10931 members 
Mstep: Class 30 contains 70728 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1499 members 
Mstep: Class 33 contains 958 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86384 members 
Mstep: Class 37 contains 3569 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 1876 members 
Mstep: Class 40 contains 3034 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7039 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468360.000000 Penalty: 102952.773438
Iteration 192Q: 47 clusters Score -8.446836e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63847 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123849 members 
Mstep: Class 10 contains 10115 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 60407 members 
Mstep: Class 13 contains 27742 members 
Mstep: Class 14 contains 40443 members 
Mstep: Class 15 contains 60769 members 
Mstep: Class 16 contains 68428 members 
Mstep: Class 17 contains 41277 members 
Mstep: Class 18 contains 6042 members 
Mstep: Class 19 contains 70151 members 
Mstep: Class 20 contains 19592 members 
Mstep: Class 21 contains 14360 members 
Mstep: Class 22 contains 3056 members 
Mstep: Class 23 contains 27559 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7238 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13518 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10930 members 
Mstep: Class 30 contains 70709 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1498 members 
Mstep: Class 33 contains 958 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86376 members 
Mstep: Class 37 contains 3569 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 1876 members 
Mstep: Class 40 contains 3034 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7039 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468288.000000 Penalty: 102952.773438
Iteration 193Q: 47 clusters Score -8.446829e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63850 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123847 members 
Mstep: Class 10 contains 10116 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 60408 members 
Mstep: Class 13 contains 27755 members 
Mstep: Class 14 contains 40453 members 
Mstep: Class 15 contains 60767 members 
Mstep: Class 16 contains 68432 members 
Mstep: Class 17 contains 41277 members 
Mstep: Class 18 contains 6042 members 
Mstep: Class 19 contains 70151 members 
Mstep: Class 20 contains 19591 members 
Mstep: Class 21 contains 14359 members 
Mstep: Class 22 contains 3058 members 
Mstep: Class 23 contains 27563 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7237 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13521 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10929 members 
Mstep: Class 30 contains 70683 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1497 members 
Mstep: Class 33 contains 958 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86371 members 
Mstep: Class 37 contains 3569 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 1876 members 
Mstep: Class 40 contains 3034 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7038 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468240.000000 Penalty: 102952.773438
Iteration 194Q: 47 clusters Score -8.446824e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63850 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123846 members 
Mstep: Class 10 contains 10116 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 60407 members 
Mstep: Class 13 contains 27765 members 
Mstep: Class 14 contains 40458 members 
Mstep: Class 15 contains 60767 members 
Mstep: Class 16 contains 68433 members 
Mstep: Class 17 contains 41278 members 
Mstep: Class 18 contains 6042 members 
Mstep: Class 19 contains 70151 members 
Mstep: Class 20 contains 19590 members 
Mstep: Class 21 contains 14359 members 
Mstep: Class 22 contains 3058 members 
Mstep: Class 23 contains 27567 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7235 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13523 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10927 members 
Mstep: Class 30 contains 70669 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1497 members 
Mstep: Class 33 contains 958 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86368 members 
Mstep: Class 37 contains 3569 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 1876 members 
Mstep: Class 40 contains 3034 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7038 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468304.000000 Penalty: 102952.773438
Iteration 195Q: 47 clusters Score -8.44683e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63851 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123842 members 
Mstep: Class 10 contains 10117 members 
Mstep: Class 11 contains 10037 members 
Mstep: Class 12 contains 60407 members 
Mstep: Class 13 contains 27778 members 
Mstep: Class 14 contains 40467 members 
Mstep: Class 15 contains 60767 members 
Mstep: Class 16 contains 68436 members 
Mstep: Class 17 contains 41278 members 
Mstep: Class 18 contains 6042 members 
Mstep: Class 19 contains 70148 members 
Mstep: Class 20 contains 19588 members 
Mstep: Class 21 contains 14359 members 
Mstep: Class 22 contains 3058 members 
Mstep: Class 23 contains 27569 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7234 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13523 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10927 members 
Mstep: Class 30 contains 70651 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1497 members 
Mstep: Class 33 contains 958 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86363 members 
Mstep: Class 37 contains 3570 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 1876 members 
Mstep: Class 40 contains 3034 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7038 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468272.000000 Penalty: 102952.773438
Iteration 196Q: 47 clusters Score -8.446827e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63851 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123841 members 
Mstep: Class 10 contains 10115 members 
Mstep: Class 11 contains 10037 members 
Mstep: Class 12 contains 60407 members 
Mstep: Class 13 contains 27783 members 
Mstep: Class 14 contains 40470 members 
Mstep: Class 15 contains 60765 members 
Mstep: Class 16 contains 68438 members 
Mstep: Class 17 contains 41279 members 
Mstep: Class 18 contains 6043 members 
Mstep: Class 19 contains 70147 members 
Mstep: Class 20 contains 19587 members 
Mstep: Class 21 contains 14359 members 
Mstep: Class 22 contains 3058 members 
Mstep: Class 23 contains 27574 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7234 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13523 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10927 members 
Mstep: Class 30 contains 70643 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1497 members 
Mstep: Class 33 contains 958 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86360 members 
Mstep: Class 37 contains 3570 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 1877 members 
Mstep: Class 40 contains 3034 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7038 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468280.000000 Penalty: 102952.773438
Iteration 197Q: 47 clusters Score -8.446828e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63855 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123839 members 
Mstep: Class 10 contains 10113 members 
Mstep: Class 11 contains 10038 members 
Mstep: Class 12 contains 60407 members 
Mstep: Class 13 contains 27797 members 
Mstep: Class 14 contains 40465 members 
Mstep: Class 15 contains 60764 members 
Mstep: Class 16 contains 68442 members 
Mstep: Class 17 contains 41279 members 
Mstep: Class 18 contains 6046 members 
Mstep: Class 19 contains 70149 members 
Mstep: Class 20 contains 19585 members 
Mstep: Class 21 contains 14359 members 
Mstep: Class 22 contains 3058 members 
Mstep: Class 23 contains 27575 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7234 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13522 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10927 members 
Mstep: Class 30 contains 70631 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1497 members 
Mstep: Class 33 contains 958 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86355 members 
Mstep: Class 37 contains 3571 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 1877 members 
Mstep: Class 40 contains 3034 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7038 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468280.000000 Penalty: 102952.773438
Iteration 198Q: 47 clusters Score -8.446828e+07 nChanged 30
Entering ConstructFrom: 
Score: -84468280.000000 Penalty: 102952.773438
Entering ConstructFrom: 
Trying to split cluster 1 (7148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Entering Unmasked Estep 
Score: -638043.687500 Penalty: 1442.120605
	Iteration 0F: 2 clusters Score -638043.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -632686.625000 Penalty: 2884.241211
	Iteration 0F: 3 clusters Score -632686.6 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -634372.375000 Penalty: 2884.241211
	Iteration 1F: 3 clusters Score -634372.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -634694.625000 Penalty: 2884.241211
	Iteration 2F: 3 clusters Score -634694.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -635075.875000 Penalty: 2884.241211
	Iteration 3F: 3 clusters Score -635075.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -635460.187500 Penalty: 2884.241211
	Iteration 4F: 3 clusters Score -635460.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -635855.500000 Penalty: 2884.241211
	Iteration 5F: 3 clusters Score -635855.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -636215.000000 Penalty: 2884.241211
	Iteration 6F: 3 clusters Score -636215 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -636451.000000 Penalty: 2884.241211
	Iteration 7Q: 3 clusters Score -636451 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -636586.312500 Penalty: 2884.241211
	Iteration 8Q: 3 clusters Score -636586.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -636679.250000 Penalty: 2884.241211
	Iteration 9Q: 3 clusters Score -636679.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -636733.687500 Penalty: 2884.241211
	Iteration 10Q: 3 clusters Score -636733.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -636766.187500 Penalty: 2884.241211
	Iteration 11Q: 3 clusters Score -636766.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -636793.250000 Penalty: 2884.241211
	Iteration 12Q: 3 clusters Score -636793.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -636814.000000 Penalty: 2884.241211
	Iteration 13Q: 3 clusters Score -636814 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -636828.750000 Penalty: 2884.241211
	Iteration 14Q: 3 clusters Score -636828.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -636840.875000 Penalty: 2884.241211
	Iteration 15Q: 3 clusters Score -636840.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -636852.375000 Penalty: 2884.241211
	Iteration 16Q: 3 clusters Score -636852.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -636863.187500 Penalty: 2884.241211
	Iteration 17Q: 3 clusters Score -636863.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -636871.437500 Penalty: 2884.241211
	Iteration 18Q: 3 clusters Score -636871.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -636877.062500 Penalty: 2884.241211
	Iteration 19Q: 3 clusters Score -636877.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -636880.250000 Penalty: 2884.241211
	Iteration 20F: 3 clusters Score -636880.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -636887.187500 Penalty: 2884.241211
	Iteration 21Q: 3 clusters Score -636887.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -636891.687500 Penalty: 2884.241211
	Iteration 22Q: 3 clusters Score -636891.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -636892.437500 Penalty: 2884.241211
	Iteration 23Q: 3 clusters Score -636892.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -636894.625000 Penalty: 2884.241211
	Iteration 24Q: 3 clusters Score -636894.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -636896.687500 Penalty: 2884.241211
	Iteration 25Q: 3 clusters Score -636896.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -636897.625000 Penalty: 2884.241211
	Iteration 26Q: 3 clusters Score -636897.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -636897.750000 Penalty: 2884.241211
	Iteration 27Q: 3 clusters Score -636897.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -636900.625000 Penalty: 2884.241211
	Iteration 28Q: 3 clusters Score -636900.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -636904.062500 Penalty: 2884.241211
	Iteration 29Q: 3 clusters Score -636904.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -636905.500000 Penalty: 2884.241211
	Iteration 30Q: 3 clusters Score -636905.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -636906.937500 Penalty: 2884.241211
	Iteration 31Q: 3 clusters Score -636906.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -636908.687500 Penalty: 2884.241211
	Iteration 32Q: 3 clusters Score -636908.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -636911.187500 Penalty: 2884.241211
	Iteration 33Q: 3 clusters Score -636911.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -636913.562500 Penalty: 2884.241211
	Iteration 34Q: 3 clusters Score -636913.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -636915.812500 Penalty: 2884.241211
	Iteration 35Q: 3 clusters Score -636915.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -636919.312500 Penalty: 2884.241211
	Iteration 36Q: 3 clusters Score -636919.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -636921.437500 Penalty: 2884.241211
	Iteration 37Q: 3 clusters Score -636921.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -636924.125000 Penalty: 2884.241211
	Iteration 38Q: 3 clusters Score -636924.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -636925.687500 Penalty: 2884.241211
	Iteration 39Q: 3 clusters Score -636925.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -636927.625000 Penalty: 2884.241211
	Iteration 40F: 3 clusters Score -636927.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -636927.687500 Penalty: 2884.241211
	Iteration 41Q: 3 clusters Score -636927.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -636927.437500 Penalty: 2884.241211
	Iteration 42Q: 3 clusters Score -636927.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -636930.125000 Penalty: 2884.241211
	Iteration 43Q: 3 clusters Score -636930.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -636933.187500 Penalty: 2884.241211
	Iteration 44Q: 3 clusters Score -636933.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -636932.312500 Penalty: 2884.241211
	Iteration 45Q: 3 clusters Score -636932.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -636932.562500 Penalty: 2884.241211
	Iteration 46Q: 3 clusters Score -636932.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -636933.375000 Penalty: 2884.241211
	Iteration 47Q: 3 clusters Score -636933.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -636935.000000 Penalty: 2884.241211
	Iteration 48Q: 3 clusters Score -636935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -636933.750000 Penalty: 2884.241211
	Iteration 49Q: 3 clusters Score -636933.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -636934.875000 Penalty: 2884.241211
	Iteration 50Q: 3 clusters Score -636934.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -636935.187500 Penalty: 2884.241211
	Iteration 51Q: 3 clusters Score -636935.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -636936.625000 Penalty: 2884.241211
	Iteration 52Q: 3 clusters Score -636936.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -636937.375000 Penalty: 2884.241211
	Iteration 53Q: 3 clusters Score -636937.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -636937.750000 Penalty: 2884.241211
	Iteration 54Q: 3 clusters Score -636937.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -636939.812500 Penalty: 2884.241211
	Iteration 55Q: 3 clusters Score -636939.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -636939.750000 Penalty: 2884.241211
	Iteration 56Q: 3 clusters Score -636939.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -636939.437500 Penalty: 2884.241211
	Iteration 57Q: 3 clusters Score -636939.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -636940.750000 Penalty: 2884.241211
	Iteration 58Q: 3 clusters Score -636940.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -636940.312500 Penalty: 2884.241211
	Iteration 59Q: 3 clusters Score -636940.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -636940.250000 Penalty: 2884.241211
	Iteration 60F: 3 clusters Score -636940.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -636939.812500 Penalty: 2884.241211
	Iteration 61Q: 3 clusters Score -636939.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -636940.187500 Penalty: 2884.241211
	Iteration 62Q: 3 clusters Score -636940.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -636940.187500 Penalty: 2884.241211
	Iteration 63F: 3 clusters Score -636940.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -689886.562500 Penalty: 1468.560547
	Iteration 0F: 2 clusters Score -689886.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -683718.562500 Penalty: 2937.121094
	Iteration 0F: 3 clusters Score -683718.6 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -685976.625000 Penalty: 2937.121094
	Iteration 1F: 3 clusters Score -685976.6 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -686459.812500 Penalty: 2937.121094
	Iteration 2F: 3 clusters Score -686459.8 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -686863.062500 Penalty: 2937.121094
	Iteration 3F: 3 clusters Score -686863.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -687166.312500 Penalty: 2937.121094
	Iteration 4F: 3 clusters Score -687166.3 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -687414.562500 Penalty: 2937.121094
	Iteration 5F: 3 clusters Score -687414.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -687639.625000 Penalty: 2937.121094
	Iteration 6Q: 3 clusters Score -687639.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -687842.875000 Penalty: 2937.121094
	Iteration 7Q: 3 clusters Score -687842.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -687976.187500 Penalty: 2937.121094
	Iteration 8Q: 3 clusters Score -687976.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -688066.250000 Penalty: 2937.121094
	Iteration 9Q: 3 clusters Score -688066.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -688120.750000 Penalty: 2937.121094
	Iteration 10Q: 3 clusters Score -688120.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -688164.812500 Penalty: 2937.121094
	Iteration 11Q: 3 clusters Score -688164.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -688225.250000 Penalty: 2937.121094
	Iteration 12Q: 3 clusters Score -688225.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -688296.812500 Penalty: 2937.121094
	Iteration 13Q: 3 clusters Score -688296.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -688387.812500 Penalty: 2937.121094
	Iteration 14Q: 3 clusters Score -688387.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -688480.625000 Penalty: 2937.121094
	Iteration 15Q: 3 clusters Score -688480.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -688546.937500 Penalty: 2937.121094
	Iteration 16Q: 3 clusters Score -688546.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -688599.750000 Penalty: 2937.121094
	Iteration 17Q: 3 clusters Score -688599.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -688640.562500 Penalty: 2937.121094
	Iteration 18Q: 3 clusters Score -688640.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -688670.125000 Penalty: 2937.121094
	Iteration 19Q: 3 clusters Score -688670.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -688697.812500 Penalty: 2937.121094
	Iteration 20F: 3 clusters Score -688697.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -688717.562500 Penalty: 2937.121094
	Iteration 21Q: 3 clusters Score -688717.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -688738.687500 Penalty: 2937.121094
	Iteration 22Q: 3 clusters Score -688738.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -688750.250000 Penalty: 2937.121094
	Iteration 23Q: 3 clusters Score -688750.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -688760.687500 Penalty: 2937.121094
	Iteration 24Q: 3 clusters Score -688760.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -688766.812500 Penalty: 2937.121094
	Iteration 25Q: 3 clusters Score -688766.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -688769.750000 Penalty: 2937.121094
	Iteration 26Q: 3 clusters Score -688769.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -688776.562500 Penalty: 2937.121094
	Iteration 27Q: 3 clusters Score -688776.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -688783.312500 Penalty: 2937.121094
	Iteration 28Q: 3 clusters Score -688783.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -688789.125000 Penalty: 2937.121094
	Iteration 29Q: 3 clusters Score -688789.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -688790.625000 Penalty: 2937.121094
	Iteration 30Q: 3 clusters Score -688790.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -688793.125000 Penalty: 2937.121094
	Iteration 31Q: 3 clusters Score -688793.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -688796.875000 Penalty: 2937.121094
	Iteration 32Q: 3 clusters Score -688796.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -688799.062500 Penalty: 2937.121094
	Iteration 33Q: 3 clusters Score -688799.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -688801.687500 Penalty: 2937.121094
	Iteration 34Q: 3 clusters Score -688801.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -688804.312500 Penalty: 2937.121094
	Iteration 35Q: 3 clusters Score -688804.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -688805.000000 Penalty: 2937.121094
	Iteration 36Q: 3 clusters Score -688805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -688804.687500 Penalty: 2937.121094
	Iteration 37Q: 3 clusters Score -688804.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -688803.812500 Penalty: 2937.121094
	Iteration 38Q: 3 clusters Score -688803.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -688803.812500 Penalty: 2937.121094
	Iteration 39F: 3 clusters Score -688803.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (63852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63852 members 
Entering Unmasked Estep 
Score: -5866536.000000 Penalty: 1797.952515
	Iteration 0F: 2 clusters Score -5866536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -5823824.000000 Penalty: 3595.905029
	Iteration 0F: 3 clusters Score -5823824 nChanged 30149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31768 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -5841921.500000 Penalty: 3595.905029
	Iteration 1F: 3 clusters Score -5841922 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -5843207.500000 Penalty: 3595.905029
	Iteration 2Q: 3 clusters Score -5843208 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -5845257.000000 Penalty: 3595.905029
	Iteration 3F: 3 clusters Score -5845257 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -5848017.500000 Penalty: 3595.905029
	Iteration 4F: 3 clusters Score -5848018 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -5850892.000000 Penalty: 3595.905029
	Iteration 5F: 3 clusters Score -5850892 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -5853319.500000 Penalty: 3595.905029
	Iteration 6F: 3 clusters Score -5853320 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 38070 members 
Entering Unmasked Estep 
Score: -5855065.500000 Penalty: 3595.905029
	Iteration 7F: 3 clusters Score -5855066 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -5856369.500000 Penalty: 3595.905029
	Iteration 8Q: 3 clusters Score -5856370 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
Score: -5857586.000000 Penalty: 3595.905029
	Iteration 9Q: 3 clusters Score -5857586 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -5858816.000000 Penalty: 3595.905029
	Iteration 10Q: 3 clusters Score -5858816 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -5860035.500000 Penalty: 3595.905029
	Iteration 11Q: 3 clusters Score -5860036 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -5861228.000000 Penalty: 3595.905029
	Iteration 12Q: 3 clusters Score -5861228 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -5862356.000000 Penalty: 3595.905029
	Iteration 13Q: 3 clusters Score -5862356 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -5863106.500000 Penalty: 3595.905029
	Iteration 14Q: 3 clusters Score -5863106 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -5863593.000000 Penalty: 3595.905029
	Iteration 15Q: 3 clusters Score -5863593 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -5863923.500000 Penalty: 3595.905029
	Iteration 16Q: 3 clusters Score -5863924 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -5864156.000000 Penalty: 3595.905029
	Iteration 17Q: 3 clusters Score -5864156 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -5864281.500000 Penalty: 3595.905029
	Iteration 18Q: 3 clusters Score -5864282 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -5864374.500000 Penalty: 3595.905029
	Iteration 19Q: 3 clusters Score -5864374 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -5864405.000000 Penalty: 3595.905029
	Iteration 20F: 3 clusters Score -5864405 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 41050 members 
Entering Unmasked Estep 
Score: -5864474.000000 Penalty: 3595.905029
	Iteration 21Q: 3 clusters Score -5864474 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -5864476.500000 Penalty: 3595.905029
	Iteration 22Q: 3 clusters Score -5864476 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -5864495.500000 Penalty: 3595.905029
	Iteration 23Q: 3 clusters Score -5864496 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -5864496.000000 Penalty: 3595.905029
	Iteration 24Q: 3 clusters Score -5864496 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
Score: -5864490.500000 Penalty: 3595.905029
	Iteration 25Q: 3 clusters Score -5864490 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -5864489.000000 Penalty: 3595.905029
	Iteration 26Q: 3 clusters Score -5864489 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
Score: -5864508.000000 Penalty: 3595.905029
	Iteration 27Q: 3 clusters Score -5864508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -5864502.000000 Penalty: 3595.905029
	Iteration 28Q: 3 clusters Score -5864502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -5864495.000000 Penalty: 3595.905029
	Iteration 29Q: 3 clusters Score -5864495 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -5864491.500000 Penalty: 3595.905029
	Iteration 30Q: 3 clusters Score -5864492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -5864476.000000 Penalty: 3595.905029
	Iteration 31Q: 3 clusters Score -5864476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -5864475.000000 Penalty: 3595.905029
	Iteration 32Q: 3 clusters Score -5864475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -5864463.500000 Penalty: 3595.905029
	Iteration 33Q: 3 clusters Score -5864464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -5864476.000000 Penalty: 3595.905029
	Iteration 34Q: 3 clusters Score -5864476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -5864476.500000 Penalty: 3595.905029
	Iteration 35Q: 3 clusters Score -5864476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -5864473.000000 Penalty: 3595.905029
	Iteration 36Q: 3 clusters Score -5864473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -5864482.500000 Penalty: 3595.905029
	Iteration 37Q: 3 clusters Score -5864482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 41166 members 
Entering Unmasked Estep 
Score: -5864479.500000 Penalty: 3595.905029
	Iteration 38Q: 3 clusters Score -5864480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -5864476.000000 Penalty: 3595.905029
	Iteration 39Q: 3 clusters Score -5864476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -5864483.500000 Penalty: 3595.905029
	Iteration 40F: 3 clusters Score -5864484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -5864486.500000 Penalty: 3595.905029
	Iteration 41Q: 3 clusters Score -5864486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -5864482.500000 Penalty: 3595.905029
	Iteration 42Q: 3 clusters Score -5864482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -5864482.500000 Penalty: 3595.905029
	Iteration 43F: 3 clusters Score -5864482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -723537.937500 Penalty: 1476.497192
	Iteration 0F: 2 clusters Score -723537.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -717226.937500 Penalty: 2952.994385
	Iteration 0F: 3 clusters Score -717226.9 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -719693.750000 Penalty: 2952.994385
	Iteration 1F: 3 clusters Score -719693.8 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -720193.000000 Penalty: 2952.994385
	Iteration 2F: 3 clusters Score -720193 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -720664.875000 Penalty: 2952.994385
	Iteration 3F: 3 clusters Score -720664.9 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -721148.812500 Penalty: 2952.994385
	Iteration 4F: 3 clusters Score -721148.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -721558.125000 Penalty: 2952.994385
	Iteration 5F: 3 clusters Score -721558.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -721855.437500 Penalty: 2952.994385
	Iteration 6Q: 3 clusters Score -721855.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -722043.125000 Penalty: 2952.994385
	Iteration 7Q: 3 clusters Score -722043.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -722191.187500 Penalty: 2952.994385
	Iteration 8Q: 3 clusters Score -722191.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -722309.875000 Penalty: 2952.994385
	Iteration 9Q: 3 clusters Score -722309.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -722380.250000 Penalty: 2952.994385
	Iteration 10Q: 3 clusters Score -722380.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -722432.437500 Penalty: 2952.994385
	Iteration 11Q: 3 clusters Score -722432.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -722492.250000 Penalty: 2952.994385
	Iteration 12Q: 3 clusters Score -722492.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -722563.062500 Penalty: 2952.994385
	Iteration 13Q: 3 clusters Score -722563.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -722610.812500 Penalty: 2952.994385
	Iteration 14Q: 3 clusters Score -722610.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -722650.062500 Penalty: 2952.994385
	Iteration 15Q: 3 clusters Score -722650.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -722676.250000 Penalty: 2952.994385
	Iteration 16Q: 3 clusters Score -722676.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -722692.312500 Penalty: 2952.994385
	Iteration 17Q: 3 clusters Score -722692.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -722706.625000 Penalty: 2952.994385
	Iteration 18Q: 3 clusters Score -722706.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -722721.625000 Penalty: 2952.994385
	Iteration 19Q: 3 clusters Score -722721.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -722738.187500 Penalty: 2952.994385
	Iteration 20F: 3 clusters Score -722738.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -722747.125000 Penalty: 2952.994385
	Iteration 21Q: 3 clusters Score -722747.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -722759.000000 Penalty: 2952.994385
	Iteration 22Q: 3 clusters Score -722759 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -722770.875000 Penalty: 2952.994385
	Iteration 23Q: 3 clusters Score -722770.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -722784.250000 Penalty: 2952.994385
	Iteration 24Q: 3 clusters Score -722784.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -722804.125000 Penalty: 2952.994385
	Iteration 25Q: 3 clusters Score -722804.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -722817.687500 Penalty: 2952.994385
	Iteration 26Q: 3 clusters Score -722817.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -722827.750000 Penalty: 2952.994385
	Iteration 27Q: 3 clusters Score -722827.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -722832.937500 Penalty: 2952.994385
	Iteration 28Q: 3 clusters Score -722832.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -722837.187500 Penalty: 2952.994385
	Iteration 29Q: 3 clusters Score -722837.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -722838.562500 Penalty: 2952.994385
	Iteration 30Q: 3 clusters Score -722838.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -722838.875000 Penalty: 2952.994385
	Iteration 31Q: 3 clusters Score -722838.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -722839.500000 Penalty: 2952.994385
	Iteration 32Q: 3 clusters Score -722839.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -722840.312500 Penalty: 2952.994385
	Iteration 33Q: 3 clusters Score -722840.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -722841.625000 Penalty: 2952.994385
	Iteration 34Q: 3 clusters Score -722841.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -722842.750000 Penalty: 2952.994385
	Iteration 35Q: 3 clusters Score -722842.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -722841.562500 Penalty: 2952.994385
	Iteration 36Q: 3 clusters Score -722841.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -722842.812500 Penalty: 2952.994385
	Iteration 37Q: 3 clusters Score -722842.8 nChanged 4
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: -722844.312500 Penalty: 2952.994385
	Iteration 38Q: 3 clusters Score -722844.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -722844.375000 Penalty: 2952.994385
	Iteration 39Q: 3 clusters Score -722844.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -722844.062500 Penalty: 2952.994385
	Iteration 40F: 3 clusters Score -722844.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -722845.187500 Penalty: 2952.994385
	Iteration 41Q: 3 clusters Score -722845.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -722843.750000 Penalty: 2952.994385
	Iteration 42Q: 3 clusters Score -722843.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -722844.875000 Penalty: 2952.994385
	Iteration 43Q: 3 clusters Score -722844.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -722845.250000 Penalty: 2952.994385
	Iteration 44Q: 3 clusters Score -722845.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -722845.250000 Penalty: 2952.994385
	Iteration 45F: 3 clusters Score -722845.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Entering Unmasked Estep 
Score: -147003.187500 Penalty: 1214.096558
	Iteration 0F: 2 clusters Score -147003.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -145071.812500 Penalty: 2428.193115
	Iteration 0F: 3 clusters Score -145071.8 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -145563.968750 Penalty: 2428.193115
	Iteration 1F: 3 clusters Score -145564 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -145881.000000 Penalty: 2428.193115
	Iteration 2F: 3 clusters Score -145881 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -146237.468750 Penalty: 2428.193115
	Iteration 3F: 3 clusters Score -146237.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -146469.906250 Penalty: 2428.193115
	Iteration 4F: 3 clusters Score -146469.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -146676.687500 Penalty: 2428.193115
	Iteration 5F: 3 clusters Score -146676.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -146808.609375 Penalty: 2428.193115
	Iteration 6F: 3 clusters Score -146808.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -146904.109375 Penalty: 2428.193115
	Iteration 7Q: 3 clusters Score -146904.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -146993.875000 Penalty: 2428.193115
	Iteration 8Q: 3 clusters Score -146993.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -147058.640625 Penalty: 2428.193115
	Iteration 9Q: 3 clusters Score -147058.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -147125.328125 Penalty: 2428.193115
	Iteration 10Q: 3 clusters Score -147125.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -147171.359375 Penalty: 2428.193115
	Iteration 11Q: 3 clusters Score -147171.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -147198.796875 Penalty: 2428.193115
	Iteration 12Q: 3 clusters Score -147198.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -147217.453125 Penalty: 2428.193115
	Iteration 13Q: 3 clusters Score -147217.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -147243.265625 Penalty: 2428.193115
	Iteration 14Q: 3 clusters Score -147243.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -147283.984375 Penalty: 2428.193115
	Iteration 15Q: 3 clusters Score -147284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -147336.000000 Penalty: 2428.193115
	Iteration 16Q: 3 clusters Score -147336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -147392.203125 Penalty: 2428.193115
	Iteration 17Q: 3 clusters Score -147392.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -147448.046875 Penalty: 2428.193115
	Iteration 18Q: 3 clusters Score -147448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -147475.562500 Penalty: 2428.193115
	Iteration 19Q: 3 clusters Score -147475.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -147479.968750 Penalty: 2428.193115
	Iteration 20F: 3 clusters Score -147480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63852 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 375 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123838 members 
Mstep: Class 10 contains 10114 members 
Mstep: Class 11 contains 10040 members 
Mstep: Class 12 contains 60407 members 
Mstep: Class 13 contains 27808 members 
Mstep: Class 14 contains 40469 members 
Mstep: Class 15 contains 60764 members 
Mstep: Class 16 contains 68442 members 
Mstep: Class 17 contains 41279 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 70148 members 
Mstep: Class 20 contains 19585 members 
Mstep: Class 21 contains 14359 members 
Mstep: Class 22 contains 3058 members 
Mstep: Class 23 contains 27572 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7234 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13522 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10927 members 
Mstep: Class 30 contains 70623 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1497 members 
Mstep: Class 33 contains 958 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86352 members 
Mstep: Class 37 contains 3571 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 1877 members 
Mstep: Class 40 contains 3034 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7038 members 
Mstep: Class 46 contains 2141 members 
Mstep: Class 47 contains 1382 members 
Entering Unmasked Estep 
Score: -84467720.000000 Penalty: 105190.875000
Splitting cluster 5 changes total score from -84468280.000000 to -84467720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Entering Unmasked Estep 
Score: -131877.640625 Penalty: 1196.841797
	Iteration 0F: 2 clusters Score -131877.6 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 739 members 
Entering Unmasked Estep 
Score: -130042.039062 Penalty: 2393.683594
	Iteration 0F: 3 clusters Score -130042 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -130456.953125 Penalty: 2393.683594
	Iteration 1F: 3 clusters Score -130457 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -130646.906250 Penalty: 2393.683594
	Iteration 2F: 3 clusters Score -130646.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -130749.640625 Penalty: 2393.683594
	Iteration 3F: 3 clusters Score -130749.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -130814.453125 Penalty: 2393.683594
	Iteration 4Q: 3 clusters Score -130814.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -130857.640625 Penalty: 2393.683594
	Iteration 5Q: 3 clusters Score -130857.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -130899.742188 Penalty: 2393.683594
	Iteration 6Q: 3 clusters Score -130899.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -130942.273438 Penalty: 2393.683594
	Iteration 7Q: 3 clusters Score -130942.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -130972.382812 Penalty: 2393.683594
	Iteration 8Q: 3 clusters Score -130972.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -130997.179688 Penalty: 2393.683594
	Iteration 9Q: 3 clusters Score -130997.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -131025.914062 Penalty: 2393.683594
	Iteration 10Q: 3 clusters Score -131025.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -131038.593750 Penalty: 2393.683594
	Iteration 11Q: 3 clusters Score -131038.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -131049.875000 Penalty: 2393.683594
	Iteration 12Q: 3 clusters Score -131049.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -131064.109375 Penalty: 2393.683594
	Iteration 13Q: 3 clusters Score -131064.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -131074.796875 Penalty: 2393.683594
	Iteration 14Q: 3 clusters Score -131074.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -131082.359375 Penalty: 2393.683594
	Iteration 15Q: 3 clusters Score -131082.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -131088.343750 Penalty: 2393.683594
	Iteration 16Q: 3 clusters Score -131088.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -131096.265625 Penalty: 2393.683594
	Iteration 17Q: 3 clusters Score -131096.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -131099.875000 Penalty: 2393.683594
	Iteration 18Q: 3 clusters Score -131099.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -131101.468750 Penalty: 2393.683594
	Iteration 19Q: 3 clusters Score -131101.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -131102.968750 Penalty: 2393.683594
	Iteration 20F: 3 clusters Score -131103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -131106.625000 Penalty: 2393.683594
	Iteration 21Q: 3 clusters Score -131106.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -131107.171875 Penalty: 2393.683594
	Iteration 22Q: 3 clusters Score -131107.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -131108.125000 Penalty: 2393.683594
	Iteration 23Q: 3 clusters Score -131108.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -131115.937500 Penalty: 2393.683594
	Iteration 24Q: 3 clusters Score -131115.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -131126.218750 Penalty: 2393.683594
	Iteration 25Q: 3 clusters Score -131126.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -131131.656250 Penalty: 2393.683594
	Iteration 26Q: 3 clusters Score -131131.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -131139.140625 Penalty: 2393.683594
	Iteration 27Q: 3 clusters Score -131139.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -131146.015625 Penalty: 2393.683594
	Iteration 28Q: 3 clusters Score -131146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -131154.031250 Penalty: 2393.683594
	Iteration 29Q: 3 clusters Score -131154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -131159.796875 Penalty: 2393.683594
	Iteration 30Q: 3 clusters Score -131159.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -131161.750000 Penalty: 2393.683594
	Iteration 31Q: 3 clusters Score -131161.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -131169.859375 Penalty: 2393.683594
	Iteration 32Q: 3 clusters Score -131169.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -131181.718750 Penalty: 2393.683594
	Iteration 33Q: 3 clusters Score -131181.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -131184.671875 Penalty: 2393.683594
	Iteration 34Q: 3 clusters Score -131184.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -131187.203125 Penalty: 2393.683594
	Iteration 35Q: 3 clusters Score -131187.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -131189.000000 Penalty: 2393.683594
	Iteration 36Q: 3 clusters Score -131189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -131190.640625 Penalty: 2393.683594
	Iteration 37Q: 3 clusters Score -131190.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -131191.250000 Penalty: 2393.683594
	Iteration 38Q: 3 clusters Score -131191.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -131191.250000 Penalty: 2393.683594
	Iteration 39F: 3 clusters Score -131191.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (52323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52323 members 
Entering Unmasked Estep 
Score: -4683373.500000 Penalty: 1765.593628
	Iteration 0F: 2 clusters Score -4683374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -4648365.500000 Penalty: 3531.187256
	Iteration 0F: 3 clusters Score -4648366 nChanged 24669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -4662967.500000 Penalty: 3531.187256
	Iteration 1F: 3 clusters Score -4662968 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -4663885.000000 Penalty: 3531.187256
	Iteration 2Q: 3 clusters Score -4663885 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -4665216.500000 Penalty: 3531.187256
	Iteration 3Q: 3 clusters Score -4665216 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -4666920.000000 Penalty: 3531.187256
	Iteration 4F: 3 clusters Score -4666920 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -4668934.000000 Penalty: 3531.187256
	Iteration 5F: 3 clusters Score -4668934 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -4671234.500000 Penalty: 3531.187256
	Iteration 6F: 3 clusters Score -4671234 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -4673419.000000 Penalty: 3531.187256
	Iteration 7F: 3 clusters Score -4673419 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -4675054.500000 Penalty: 3531.187256
	Iteration 8F: 3 clusters Score -4675054 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -4675804.500000 Penalty: 3531.187256
	Iteration 9Q: 3 clusters Score -4675804 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -4676110.500000 Penalty: 3531.187256
	Iteration 10Q: 3 clusters Score -4676110 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -4676274.000000 Penalty: 3531.187256
	Iteration 11Q: 3 clusters Score -4676274 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -4676409.000000 Penalty: 3531.187256
	Iteration 12Q: 3 clusters Score -4676409 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -4676482.500000 Penalty: 3531.187256
	Iteration 13Q: 3 clusters Score -4676482 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -4676598.500000 Penalty: 3531.187256
	Iteration 14Q: 3 clusters Score -4676598 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -4676722.000000 Penalty: 3531.187256
	Iteration 15Q: 3 clusters Score -4676722 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -4676791.500000 Penalty: 3531.187256
	Iteration 16Q: 3 clusters Score -4676792 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -4676871.000000 Penalty: 3531.187256
	Iteration 17Q: 3 clusters Score -4676871 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -4676926.000000 Penalty: 3531.187256
	Iteration 18Q: 3 clusters Score -4676926 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -4676971.500000 Penalty: 3531.187256
	Iteration 19Q: 3 clusters Score -4676972 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -4677017.500000 Penalty: 3531.187256
	Iteration 20F: 3 clusters Score -4677018 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -4677061.500000 Penalty: 3531.187256
	Iteration 21Q: 3 clusters Score -4677062 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -4677111.500000 Penalty: 3531.187256
	Iteration 22Q: 3 clusters Score -4677112 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -4677141.000000 Penalty: 3531.187256
	Iteration 23Q: 3 clusters Score -4677141 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -4677173.000000 Penalty: 3531.187256
	Iteration 24Q: 3 clusters Score -4677173 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -4677204.000000 Penalty: 3531.187256
	Iteration 25Q: 3 clusters Score -4677204 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -4677220.500000 Penalty: 3531.187256
	Iteration 26Q: 3 clusters Score -4677220 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -4677258.500000 Penalty: 3531.187256
	Iteration 27Q: 3 clusters Score -4677258 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -4677275.000000 Penalty: 3531.187256
	Iteration 28Q: 3 clusters Score -4677275 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -4677299.500000 Penalty: 3531.187256
	Iteration 29Q: 3 clusters Score -4677300 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -4677323.000000 Penalty: 3531.187256
	Iteration 30Q: 3 clusters Score -4677323 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -4677333.000000 Penalty: 3531.187256
	Iteration 31Q: 3 clusters Score -4677333 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -4677338.000000 Penalty: 3531.187256
	Iteration 32Q: 3 clusters Score -4677338 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -4677337.500000 Penalty: 3531.187256
	Iteration 33Q: 3 clusters Score -4677338 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -4677376.500000 Penalty: 3531.187256
	Iteration 34Q: 3 clusters Score -4677376 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -4677411.000000 Penalty: 3531.187256
	Iteration 35Q: 3 clusters Score -4677411 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -4677447.500000 Penalty: 3531.187256
	Iteration 36Q: 3 clusters Score -4677448 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -4677459.500000 Penalty: 3531.187256
	Iteration 37Q: 3 clusters Score -4677460 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -4677477.500000 Penalty: 3531.187256
	Iteration 38Q: 3 clusters Score -4677478 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -4677488.500000 Penalty: 3531.187256
	Iteration 39Q: 3 clusters Score -4677488 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -4677506.000000 Penalty: 3531.187256
	Iteration 40F: 3 clusters Score -4677506 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -4677525.000000 Penalty: 3531.187256
	Iteration 41Q: 3 clusters Score -4677525 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -4677558.500000 Penalty: 3531.187256
	Iteration 42Q: 3 clusters Score -4677558 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -4677575.500000 Penalty: 3531.187256
	Iteration 43Q: 3 clusters Score -4677576 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -4677595.000000 Penalty: 3531.187256
	Iteration 44Q: 3 clusters Score -4677595 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -4677627.000000 Penalty: 3531.187256
	Iteration 45Q: 3 clusters Score -4677627 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -4677638.000000 Penalty: 3531.187256
	Iteration 46Q: 3 clusters Score -4677638 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -4677662.500000 Penalty: 3531.187256
	Iteration 47Q: 3 clusters Score -4677662 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -4677687.000000 Penalty: 3531.187256
	Iteration 48Q: 3 clusters Score -4677687 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -4677711.500000 Penalty: 3531.187256
	Iteration 49Q: 3 clusters Score -4677712 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -4677738.000000 Penalty: 3531.187256
	Iteration 50Q: 3 clusters Score -4677738 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -4677776.000000 Penalty: 3531.187256
	Iteration 51Q: 3 clusters Score -4677776 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -4677831.000000 Penalty: 3531.187256
	Iteration 52Q: 3 clusters Score -4677831 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -4677862.000000 Penalty: 3531.187256
	Iteration 53Q: 3 clusters Score -4677862 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -4677928.500000 Penalty: 3531.187256
	Iteration 54Q: 3 clusters Score -4677928 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -4677986.000000 Penalty: 3531.187256
	Iteration 55Q: 3 clusters Score -4677986 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -4678030.000000 Penalty: 3531.187256
	Iteration 56Q: 3 clusters Score -4678030 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -4678100.000000 Penalty: 3531.187256
	Iteration 57Q: 3 clusters Score -4678100 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -4678212.000000 Penalty: 3531.187256
	Iteration 58Q: 3 clusters Score -4678212 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -4678352.500000 Penalty: 3531.187256
	Iteration 59Q: 3 clusters Score -4678352 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -4678503.500000 Penalty: 3531.187256
	Iteration 60F: 3 clusters Score -4678504 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -4678667.500000 Penalty: 3531.187256
	Iteration 61Q: 3 clusters Score -4678668 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -4678805.000000 Penalty: 3531.187256
	Iteration 62Q: 3 clusters Score -4678805 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -4678971.500000 Penalty: 3531.187256
	Iteration 63Q: 3 clusters Score -4678972 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -4679116.000000 Penalty: 3531.187256
	Iteration 64Q: 3 clusters Score -4679116 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -4679266.500000 Penalty: 3531.187256
	Iteration 65Q: 3 clusters Score -4679266 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -4679418.000000 Penalty: 3531.187256
	Iteration 66Q: 3 clusters Score -4679418 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -4679632.500000 Penalty: 3531.187256
	Iteration 67Q: 3 clusters Score -4679632 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -4679927.000000 Penalty: 3531.187256
	Iteration 68Q: 3 clusters Score -4679927 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
Score: -4680216.500000 Penalty: 3531.187256
	Iteration 69Q: 3 clusters Score -4680216 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -4680522.000000 Penalty: 3531.187256
	Iteration 70Q: 3 clusters Score -4680522 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -4680759.000000 Penalty: 3531.187256
	Iteration 71Q: 3 clusters Score -4680759 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -4680969.500000 Penalty: 3531.187256
	Iteration 72Q: 3 clusters Score -4680970 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -4681195.500000 Penalty: 3531.187256
	Iteration 73Q: 3 clusters Score -4681196 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 43893 members 
Entering Unmasked Estep 
Score: -4681366.500000 Penalty: 3531.187256
	Iteration 74Q: 3 clusters Score -4681366 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 44372 members 
Entering Unmasked Estep 
Score: -4681546.000000 Penalty: 3531.187256
	Iteration 75Q: 3 clusters Score -4681546 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -4681661.000000 Penalty: 3531.187256
	Iteration 76Q: 3 clusters Score -4681661 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -4681724.500000 Penalty: 3531.187256
	Iteration 77Q: 3 clusters Score -4681724 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
Score: -4681809.000000 Penalty: 3531.187256
	Iteration 78Q: 3 clusters Score -4681809 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -4681863.000000 Penalty: 3531.187256
	Iteration 79Q: 3 clusters Score -4681863 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -4681883.000000 Penalty: 3531.187256
	Iteration 80F: 3 clusters Score -4681883 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -4681924.000000 Penalty: 3531.187256
	Iteration 81Q: 3 clusters Score -4681924 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 46349 members 
Entering Unmasked Estep 
Score: -4681965.000000 Penalty: 3531.187256
	Iteration 82Q: 3 clusters Score -4681965 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 46543 members 
Entering Unmasked Estep 
Score: -4682002.500000 Penalty: 3531.187256
	Iteration 83Q: 3 clusters Score -4682002 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -4682023.500000 Penalty: 3531.187256
	Iteration 84Q: 3 clusters Score -4682024 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -4682041.000000 Penalty: 3531.187256
	Iteration 85Q: 3 clusters Score -4682041 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 46967 members 
Entering Unmasked Estep 
Score: -4682064.500000 Penalty: 3531.187256
	Iteration 86Q: 3 clusters Score -4682064 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 47069 members 
Entering Unmasked Estep 
Score: -4682081.000000 Penalty: 3531.187256
	Iteration 87Q: 3 clusters Score -4682081 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 47185 members 
Entering Unmasked Estep 
Score: -4682105.000000 Penalty: 3531.187256
	Iteration 88Q: 3 clusters Score -4682105 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 47289 members 
Entering Unmasked Estep 
Score: -4682113.000000 Penalty: 3531.187256
	Iteration 89Q: 3 clusters Score -4682113 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 47397 members 
Entering Unmasked Estep 
Score: -4682136.500000 Penalty: 3531.187256
	Iteration 90Q: 3 clusters Score -4682136 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 47492 members 
Entering Unmasked Estep 
Score: -4682159.000000 Penalty: 3531.187256
	Iteration 91Q: 3 clusters Score -4682159 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
Score: -4682178.500000 Penalty: 3531.187256
	Iteration 92Q: 3 clusters Score -4682178 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 47682 members 
Entering Unmasked Estep 
Score: -4682216.000000 Penalty: 3531.187256
	Iteration 93Q: 3 clusters Score -4682216 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 47778 members 
Entering Unmasked Estep 
Score: -4682214.500000 Penalty: 3531.187256
	Iteration 94Q: 3 clusters Score -4682214 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 47877 members 
Entering Unmasked Estep 
Score: -4682220.000000 Penalty: 3531.187256
	Iteration 95Q: 3 clusters Score -4682220 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 47955 members 
Entering Unmasked Estep 
Score: -4682228.500000 Penalty: 3531.187256
	Iteration 96Q: 3 clusters Score -4682228 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 48031 members 
Entering Unmasked Estep 
Score: -4682240.000000 Penalty: 3531.187256
	Iteration 97Q: 3 clusters Score -4682240 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 48108 members 
Entering Unmasked Estep 
Score: -4682258.000000 Penalty: 3531.187256
	Iteration 98Q: 3 clusters Score -4682258 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 48170 members 
Entering Unmasked Estep 
Score: -4682273.000000 Penalty: 3531.187256
	Iteration 99Q: 3 clusters Score -4682273 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 48237 members 
Entering Unmasked Estep 
Score: -4682268.500000 Penalty: 3531.187256
	Iteration 100F: 3 clusters Score -4682268 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 48296 members 
Entering Unmasked Estep 
Score: -4682277.000000 Penalty: 3531.187256
	Iteration 101Q: 3 clusters Score -4682277 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 48376 members 
Entering Unmasked Estep 
Score: -4682286.500000 Penalty: 3531.187256
	Iteration 102Q: 3 clusters Score -4682286 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 48470 members 
Entering Unmasked Estep 
Score: -4682320.000000 Penalty: 3531.187256
	Iteration 103Q: 3 clusters Score -4682320 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 48580 members 
Entering Unmasked Estep 
Score: -4682336.000000 Penalty: 3531.187256
	Iteration 104Q: 3 clusters Score -4682336 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 48685 members 
Entering Unmasked Estep 
Score: -4682359.000000 Penalty: 3531.187256
	Iteration 105Q: 3 clusters Score -4682359 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 48780 members 
Entering Unmasked Estep 
Score: -4682386.500000 Penalty: 3531.187256
	Iteration 106Q: 3 clusters Score -4682386 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 48872 members 
Entering Unmasked Estep 
Score: -4682420.500000 Penalty: 3531.187256
	Iteration 107Q: 3 clusters Score -4682420 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 48962 members 
Entering Unmasked Estep 
Score: -4682449.000000 Penalty: 3531.187256
	Iteration 108Q: 3 clusters Score -4682449 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 49068 members 
Entering Unmasked Estep 
Score: -4682511.000000 Penalty: 3531.187256
	Iteration 109Q: 3 clusters Score -4682511 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -4682568.500000 Penalty: 3531.187256
	Iteration 110Q: 3 clusters Score -4682568 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 49344 members 
Entering Unmasked Estep 
Score: -4682660.500000 Penalty: 3531.187256
	Iteration 111Q: 3 clusters Score -4682660 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 49488 members 
Entering Unmasked Estep 
Score: -4682783.500000 Penalty: 3531.187256
	Iteration 112Q: 3 clusters Score -4682784 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 49620 members 
Entering Unmasked Estep 
Score: -4682912.500000 Penalty: 3531.187256
	Iteration 113Q: 3 clusters Score -4682912 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 49706 members 
Entering Unmasked Estep 
Score: -4683016.500000 Penalty: 3531.187256
	Iteration 114Q: 3 clusters Score -4683016 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 49786 members 
Entering Unmasked Estep 
Score: -4683117.000000 Penalty: 3531.187256
	Iteration 115Q: 3 clusters Score -4683117 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 49862 members 
Entering Unmasked Estep 
Score: -4683156.000000 Penalty: 3531.187256
	Iteration 116Q: 3 clusters Score -4683156 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -4683155.000000 Penalty: 3531.187256
	Iteration 117Q: 3 clusters Score -4683155 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 49961 members 
Entering Unmasked Estep 
Score: -4683167.500000 Penalty: 3531.187256
	Iteration 118Q: 3 clusters Score -4683168 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 49988 members 
Entering Unmasked Estep 
Score: -4683178.500000 Penalty: 3531.187256
	Iteration 119Q: 3 clusters Score -4683178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 50009 members 
Entering Unmasked Estep 
Score: -4683178.000000 Penalty: 3531.187256
	Iteration 120F: 3 clusters Score -4683178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 50020 members 
Entering Unmasked Estep 
Score: -4683189.500000 Penalty: 3531.187256
	Iteration 121Q: 3 clusters Score -4683190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 50028 members 
Entering Unmasked Estep 
Score: -4683193.000000 Penalty: 3531.187256
	Iteration 122Q: 3 clusters Score -4683193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 50034 members 
Entering Unmasked Estep 
Score: -4683201.500000 Penalty: 3531.187256
	Iteration 123Q: 3 clusters Score -4683202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 50039 members 
Entering Unmasked Estep 
Score: -4683203.000000 Penalty: 3531.187256
	Iteration 124Q: 3 clusters Score -4683203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 50044 members 
Entering Unmasked Estep 
Score: -4683207.500000 Penalty: 3531.187256
	Iteration 125Q: 3 clusters Score -4683208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 50046 members 
Entering Unmasked Estep 
Score: -4683206.500000 Penalty: 3531.187256
	Iteration 126Q: 3 clusters Score -4683206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 50046 members 
Entering Unmasked Estep 
Score: -4683206.500000 Penalty: 3531.187256
	Iteration 127F: 3 clusters Score -4683206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Entering Unmasked Estep 
Score: -157569.109375 Penalty: 1220.800415
	Iteration 0F: 2 clusters Score -157569.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -155626.703125 Penalty: 2441.600830
	Iteration 0F: 3 clusters Score -155626.7 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -156104.578125 Penalty: 2441.600830
	Iteration 1F: 3 clusters Score -156104.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -156274.812500 Penalty: 2441.600830
	Iteration 2F: 3 clusters Score -156274.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -156374.906250 Penalty: 2441.600830
	Iteration 3F: 3 clusters Score -156374.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -156511.734375 Penalty: 2441.600830
	Iteration 4Q: 3 clusters Score -156511.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -156681.453125 Penalty: 2441.600830
	Iteration 5F: 3 clusters Score -156681.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -156806.859375 Penalty: 2441.600830
	Iteration 6Q: 3 clusters Score -156806.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -156907.281250 Penalty: 2441.600830
	Iteration 7Q: 3 clusters Score -156907.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -156994.296875 Penalty: 2441.600830
	Iteration 8Q: 3 clusters Score -156994.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -157065.843750 Penalty: 2441.600830
	Iteration 9Q: 3 clusters Score -157065.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -157107.484375 Penalty: 2441.600830
	Iteration 10Q: 3 clusters Score -157107.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -157134.140625 Penalty: 2441.600830
	Iteration 11Q: 3 clusters Score -157134.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -157151.453125 Penalty: 2441.600830
	Iteration 12Q: 3 clusters Score -157151.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -157175.062500 Penalty: 2441.600830
	Iteration 13Q: 3 clusters Score -157175.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -157196.656250 Penalty: 2441.600830
	Iteration 14Q: 3 clusters Score -157196.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -157210.078125 Penalty: 2441.600830
	Iteration 15Q: 3 clusters Score -157210.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -157215.687500 Penalty: 2441.600830
	Iteration 16Q: 3 clusters Score -157215.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -157216.046875 Penalty: 2441.600830
	Iteration 17Q: 3 clusters Score -157216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -157217.000000 Penalty: 2441.600830
	Iteration 18Q: 3 clusters Score -157217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -157217.250000 Penalty: 2441.600830
	Iteration 19Q: 3 clusters Score -157217.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -157217.656250 Penalty: 2441.600830
	Iteration 20F: 3 clusters Score -157217.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (123838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123838 members 
Entering Unmasked Estep 
Score: -11744673.000000 Penalty: 1905.593506
	Iteration 0F: 2 clusters Score -1.174467e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61760 members 
Mstep: Class 2 contains 62078 members 
Entering Unmasked Estep 
Score: -11661455.000000 Penalty: 3811.187012
	Iteration 0F: 3 clusters Score -1.166146e+07 nChanged 59670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58306 members 
Mstep: Class 2 contains 65532 members 
Entering Unmasked Estep 
Score: -11697095.000000 Penalty: 3811.187012
	Iteration 1F: 3 clusters Score -1.16971e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56023 members 
Mstep: Class 2 contains 67815 members 
Entering Unmasked Estep 
Score: -11698557.000000 Penalty: 3811.187012
	Iteration 2Q: 3 clusters Score -1.169856e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52493 members 
Mstep: Class 2 contains 71345 members 
Entering Unmasked Estep 
Score: -11700708.000000 Penalty: 3811.187012
	Iteration 3Q: 3 clusters Score -1.170071e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47310 members 
Mstep: Class 2 contains 76528 members 
Entering Unmasked Estep 
Score: -11704303.000000 Penalty: 3811.187012
	Iteration 4F: 3 clusters Score -1.17043e+07 nChanged 7851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 83455 members 
Entering Unmasked Estep 
Score: -11710065.000000 Penalty: 3811.187012
	Iteration 5F: 3 clusters Score -1.171006e+07 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 91476 members 
Entering Unmasked Estep 
Score: -11717605.000000 Penalty: 3811.187012
	Iteration 6F: 3 clusters Score -1.17176e+07 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 98883 members 
Entering Unmasked Estep 
Score: -11725295.000000 Penalty: 3811.187012
	Iteration 7F: 3 clusters Score -1.17253e+07 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 104564 members 
Entering Unmasked Estep 
Score: -11730727.000000 Penalty: 3811.187012
	Iteration 8F: 3 clusters Score -1.173073e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 108555 members 
Entering Unmasked Estep 
Score: -11734149.000000 Penalty: 3811.187012
	Iteration 9Q: 3 clusters Score -1.173415e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 111665 members 
Entering Unmasked Estep 
Score: -11736280.000000 Penalty: 3811.187012
	Iteration 10Q: 3 clusters Score -1.173628e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 114313 members 
Entering Unmasked Estep 
Score: -11737946.000000 Penalty: 3811.187012
	Iteration 11Q: 3 clusters Score -1.173795e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 116473 members 
Entering Unmasked Estep 
Score: -11739323.000000 Penalty: 3811.187012
	Iteration 12Q: 3 clusters Score -1.173932e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 118203 members 
Entering Unmasked Estep 
Score: -11740424.000000 Penalty: 3811.187012
	Iteration 13Q: 3 clusters Score -1.174042e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 119534 members 
Entering Unmasked Estep 
Score: -11741302.000000 Penalty: 3811.187012
	Iteration 14Q: 3 clusters Score -1.17413e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 120467 members 
Entering Unmasked Estep 
Score: -11741917.000000 Penalty: 3811.187012
	Iteration 15Q: 3 clusters Score -1.174192e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 121168 members 
Entering Unmasked Estep 
Score: -11742383.000000 Penalty: 3811.187012
	Iteration 16Q: 3 clusters Score -1.174238e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 121601 members 
Entering Unmasked Estep 
Score: -11742679.000000 Penalty: 3811.187012
	Iteration 17Q: 3 clusters Score -1.174268e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 121896 members 
Entering Unmasked Estep 
Score: -11742884.000000 Penalty: 3811.187012
	Iteration 18Q: 3 clusters Score -1.174288e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 122108 members 
Entering Unmasked Estep 
Score: -11743003.000000 Penalty: 3811.187012
	Iteration 19Q: 3 clusters Score -1.1743e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 122258 members 
Entering Unmasked Estep 
Score: -11743079.000000 Penalty: 3811.187012
	Iteration 20F: 3 clusters Score -1.174308e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 122365 members 
Entering Unmasked Estep 
Score: -11743169.000000 Penalty: 3811.187012
	Iteration 21Q: 3 clusters Score -1.174317e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 122441 members 
Entering Unmasked Estep 
Score: -11743215.000000 Penalty: 3811.187012
	Iteration 22Q: 3 clusters Score -1.174322e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 122505 members 
Entering Unmasked Estep 
Score: -11743269.000000 Penalty: 3811.187012
	Iteration 23Q: 3 clusters Score -1.174327e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 122555 members 
Entering Unmasked Estep 
Score: -11743301.000000 Penalty: 3811.187012
	Iteration 24Q: 3 clusters Score -1.17433e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 122585 members 
Entering Unmasked Estep 
Score: -11743316.000000 Penalty: 3811.187012
	Iteration 25Q: 3 clusters Score -1.174332e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 122606 members 
Entering Unmasked Estep 
Score: -11743328.000000 Penalty: 3811.187012
	Iteration 26Q: 3 clusters Score -1.174333e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 122625 members 
Entering Unmasked Estep 
Score: -11743339.000000 Penalty: 3811.187012
	Iteration 27Q: 3 clusters Score -1.174334e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 122637 members 
Entering Unmasked Estep 
Score: -11743347.000000 Penalty: 3811.187012
	Iteration 28Q: 3 clusters Score -1.174335e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 122654 members 
Entering Unmasked Estep 
Score: -11743373.000000 Penalty: 3811.187012
	Iteration 29Q: 3 clusters Score -1.174337e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 122672 members 
Entering Unmasked Estep 
Score: -11743385.000000 Penalty: 3811.187012
	Iteration 30Q: 3 clusters Score -1.174338e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 122694 members 
Entering Unmasked Estep 
Score: -11743386.000000 Penalty: 3811.187012
	Iteration 31Q: 3 clusters Score -1.174339e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 122711 members 
Entering Unmasked Estep 
Score: -11743382.000000 Penalty: 3811.187012
	Iteration 32Q: 3 clusters Score -1.174338e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 122724 members 
Entering Unmasked Estep 
Score: -11743382.000000 Penalty: 3811.187012
	Iteration 33Q: 3 clusters Score -1.174338e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 122737 members 
Entering Unmasked Estep 
Score: -11743384.000000 Penalty: 3811.187012
	Iteration 34Q: 3 clusters Score -1.174338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 122742 members 
Entering Unmasked Estep 
Score: -11743387.000000 Penalty: 3811.187012
	Iteration 35Q: 3 clusters Score -1.174339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 122748 members 
Entering Unmasked Estep 
Score: -11743395.000000 Penalty: 3811.187012
	Iteration 36Q: 3 clusters Score -1.17434e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 122753 members 
Entering Unmasked Estep 
Score: -11743406.000000 Penalty: 3811.187012
	Iteration 37Q: 3 clusters Score -1.174341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 122757 members 
Entering Unmasked Estep 
Score: -11743411.000000 Penalty: 3811.187012
	Iteration 38Q: 3 clusters Score -1.174341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 122764 members 
Entering Unmasked Estep 
Score: -11743417.000000 Penalty: 3811.187012
	Iteration 39Q: 3 clusters Score -1.174342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 122771 members 
Entering Unmasked Estep 
Score: -11743416.000000 Penalty: 3811.187012
	Iteration 40F: 3 clusters Score -1.174342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 122776 members 
Entering Unmasked Estep 
Score: -11743425.000000 Penalty: 3811.187012
	Iteration 41Q: 3 clusters Score -1.174342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 122777 members 
Entering Unmasked Estep 
Score: -11743422.000000 Penalty: 3811.187012
	Iteration 42Q: 3 clusters Score -1.174342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 122779 members 
Entering Unmasked Estep 
Score: -11743421.000000 Penalty: 3811.187012
	Iteration 43Q: 3 clusters Score -1.174342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 122780 members 
Entering Unmasked Estep 
Score: -11743415.000000 Penalty: 3811.187012
	Iteration 44Q: 3 clusters Score -1.174342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 122783 members 
Entering Unmasked Estep 
Score: -11743427.000000 Penalty: 3811.187012
	Iteration 45Q: 3 clusters Score -1.174343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 122785 members 
Entering Unmasked Estep 
Score: -11743428.000000 Penalty: 3811.187012
	Iteration 46Q: 3 clusters Score -1.174343e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 122790 members 
Entering Unmasked Estep 
Score: -11743436.000000 Penalty: 3811.187012
	Iteration 47Q: 3 clusters Score -1.174344e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 122797 members 
Entering Unmasked Estep 
Score: -11743427.000000 Penalty: 3811.187012
	Iteration 48Q: 3 clusters Score -1.174343e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 122804 members 
Entering Unmasked Estep 
Score: -11743433.000000 Penalty: 3811.187012
	Iteration 49Q: 3 clusters Score -1.174343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 122808 members 
Entering Unmasked Estep 
Score: -11743431.000000 Penalty: 3811.187012
	Iteration 50Q: 3 clusters Score -1.174343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 122811 members 
Entering Unmasked Estep 
Score: -11743430.000000 Penalty: 3811.187012
	Iteration 51Q: 3 clusters Score -1.174343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 122813 members 
Entering Unmasked Estep 
Score: -11743431.000000 Penalty: 3811.187012
	Iteration 52Q: 3 clusters Score -1.174343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 122813 members 
Entering Unmasked Estep 
Score: -11743428.000000 Penalty: 3811.187012
	Iteration 53Q: 3 clusters Score -1.174343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 122813 members 
Entering Unmasked Estep 
Score: -11743428.000000 Penalty: 3811.187012
	Iteration 54F: 3 clusters Score -1.174343e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Entering Unmasked Estep 
Score: -928383.937500 Penalty: 1498.522339
	Iteration 0F: 2 clusters Score -928383.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -921213.375000 Penalty: 2997.044678
	Iteration 0F: 3 clusters Score -921213.4 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -923555.625000 Penalty: 2997.044678
	Iteration 1F: 3 clusters Score -923555.6 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -923883.375000 Penalty: 2997.044678
	Iteration 2F: 3 clusters Score -923883.4 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -924187.312500 Penalty: 2997.044678
	Iteration 3F: 3 clusters Score -924187.3 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -924453.125000 Penalty: 2997.044678
	Iteration 4F: 3 clusters Score -924453.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -924701.812500 Penalty: 2997.044678
	Iteration 5Q: 3 clusters Score -924701.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -924997.937500 Penalty: 2997.044678
	Iteration 6Q: 3 clusters Score -924997.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -925253.437500 Penalty: 2997.044678
	Iteration 7Q: 3 clusters Score -925253.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -925506.250000 Penalty: 2997.044678
	Iteration 8Q: 3 clusters Score -925506.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -925727.250000 Penalty: 2997.044678
	Iteration 9Q: 3 clusters Score -925727.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -925910.562500 Penalty: 2997.044678
	Iteration 10Q: 3 clusters Score -925910.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -926074.125000 Penalty: 2997.044678
	Iteration 11Q: 3 clusters Score -926074.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -926211.062500 Penalty: 2997.044678
	Iteration 12Q: 3 clusters Score -926211.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -926327.812500 Penalty: 2997.044678
	Iteration 13Q: 3 clusters Score -926327.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -926404.937500 Penalty: 2997.044678
	Iteration 14Q: 3 clusters Score -926404.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -926442.437500 Penalty: 2997.044678
	Iteration 15Q: 3 clusters Score -926442.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -926464.000000 Penalty: 2997.044678
	Iteration 16Q: 3 clusters Score -926464 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -926484.562500 Penalty: 2997.044678
	Iteration 17Q: 3 clusters Score -926484.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -926507.250000 Penalty: 2997.044678
	Iteration 18Q: 3 clusters Score -926507.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -926533.125000 Penalty: 2997.044678
	Iteration 19Q: 3 clusters Score -926533.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -926552.750000 Penalty: 2997.044678
	Iteration 20F: 3 clusters Score -926552.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -926564.437500 Penalty: 2997.044678
	Iteration 21Q: 3 clusters Score -926564.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -926571.187500 Penalty: 2997.044678
	Iteration 22Q: 3 clusters Score -926571.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -926576.125000 Penalty: 2997.044678
	Iteration 23Q: 3 clusters Score -926576.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -926582.500000 Penalty: 2997.044678
	Iteration 24Q: 3 clusters Score -926582.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -926584.875000 Penalty: 2997.044678
	Iteration 25Q: 3 clusters Score -926584.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -926590.562500 Penalty: 2997.044678
	Iteration 26Q: 3 clusters Score -926590.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -926596.250000 Penalty: 2997.044678
	Iteration 27Q: 3 clusters Score -926596.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -926596.250000 Penalty: 2997.044678
	Iteration 28Q: 3 clusters Score -926596.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -926599.562500 Penalty: 2997.044678
	Iteration 29Q: 3 clusters Score -926599.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -926602.437500 Penalty: 2997.044678
	Iteration 30Q: 3 clusters Score -926602.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -926604.500000 Penalty: 2997.044678
	Iteration 31Q: 3 clusters Score -926604.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -926606.375000 Penalty: 2997.044678
	Iteration 32Q: 3 clusters Score -926606.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -926605.250000 Penalty: 2997.044678
	Iteration 33Q: 3 clusters Score -926605.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -926608.812500 Penalty: 2997.044678
	Iteration 34Q: 3 clusters Score -926608.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -926612.500000 Penalty: 2997.044678
	Iteration 35Q: 3 clusters Score -926612.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -926614.687500 Penalty: 2997.044678
	Iteration 36Q: 3 clusters Score -926614.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -926615.375000 Penalty: 2997.044678
	Iteration 37Q: 3 clusters Score -926615.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -926614.875000 Penalty: 2997.044678
	Iteration 38Q: 3 clusters Score -926614.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -926616.187500 Penalty: 2997.044678
	Iteration 39Q: 3 clusters Score -926616.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -926616.750000 Penalty: 2997.044678
	Iteration 40F: 3 clusters Score -926616.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -926618.937500 Penalty: 2997.044678
	Iteration 41Q: 3 clusters Score -926618.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -926618.750000 Penalty: 2997.044678
	Iteration 42Q: 3 clusters Score -926618.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -926619.750000 Penalty: 2997.044678
	Iteration 43Q: 3 clusters Score -926619.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -926616.875000 Penalty: 2997.044678
	Iteration 44Q: 3 clusters Score -926616.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -926618.250000 Penalty: 2997.044678
	Iteration 45Q: 3 clusters Score -926618.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -926620.500000 Penalty: 2997.044678
	Iteration 46Q: 3 clusters Score -926620.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -926620.312500 Penalty: 2997.044678
	Iteration 47Q: 3 clusters Score -926620.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -926621.687500 Penalty: 2997.044678
	Iteration 48Q: 3 clusters Score -926621.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -926622.062500 Penalty: 2997.044678
	Iteration 49Q: 3 clusters Score -926622.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -926622.000000 Penalty: 2997.044678
	Iteration 50Q: 3 clusters Score -926622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -926622.875000 Penalty: 2997.044678
	Iteration 51Q: 3 clusters Score -926622.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -926622.937500 Penalty: 2997.044678
	Iteration 52Q: 3 clusters Score -926622.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -926621.625000 Penalty: 2997.044678
	Iteration 53Q: 3 clusters Score -926621.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -926624.375000 Penalty: 2997.044678
	Iteration 54Q: 3 clusters Score -926624.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -926623.937500 Penalty: 2997.044678
	Iteration 55Q: 3 clusters Score -926623.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -926627.812500 Penalty: 2997.044678
	Iteration 56Q: 3 clusters Score -926627.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -926628.125000 Penalty: 2997.044678
	Iteration 57Q: 3 clusters Score -926628.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -926629.500000 Penalty: 2997.044678
	Iteration 58Q: 3 clusters Score -926629.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -926629.625000 Penalty: 2997.044678
	Iteration 59Q: 3 clusters Score -926629.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -926629.500000 Penalty: 2997.044678
	Iteration 60F: 3 clusters Score -926629.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -926630.875000 Penalty: 2997.044678
	Iteration 61Q: 3 clusters Score -926630.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -926629.562500 Penalty: 2997.044678
	Iteration 62Q: 3 clusters Score -926629.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -926630.125000 Penalty: 2997.044678
	Iteration 63Q: 3 clusters Score -926630.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -926630.312500 Penalty: 2997.044678
	Iteration 64Q: 3 clusters Score -926630.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -926631.250000 Penalty: 2997.044678
	Iteration 65Q: 3 clusters Score -926631.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -926631.750000 Penalty: 2997.044678
	Iteration 66Q: 3 clusters Score -926631.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -926631.750000 Penalty: 2997.044678
	Iteration 67Q: 3 clusters Score -926631.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -926632.625000 Penalty: 2997.044678
	Iteration 68Q: 3 clusters Score -926632.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -926634.562500 Penalty: 2997.044678
	Iteration 69Q: 3 clusters Score -926634.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -926635.125000 Penalty: 2997.044678
	Iteration 70Q: 3 clusters Score -926635.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -926635.750000 Penalty: 2997.044678
	Iteration 71Q: 3 clusters Score -926635.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -926638.000000 Penalty: 2997.044678
	Iteration 72Q: 3 clusters Score -926638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -926643.062500 Penalty: 2997.044678
	Iteration 73Q: 3 clusters Score -926643.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -926642.687500 Penalty: 2997.044678
	Iteration 74Q: 3 clusters Score -926642.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -926641.312500 Penalty: 2997.044678
	Iteration 75Q: 3 clusters Score -926641.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -926642.812500 Penalty: 2997.044678
	Iteration 76Q: 3 clusters Score -926642.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -926643.500000 Penalty: 2997.044678
	Iteration 77Q: 3 clusters Score -926643.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -926645.500000 Penalty: 2997.044678
	Iteration 78Q: 3 clusters Score -926645.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -926648.062500 Penalty: 2997.044678
	Iteration 79Q: 3 clusters Score -926648.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -926650.812500 Penalty: 2997.044678
	Iteration 80F: 3 clusters Score -926650.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -926649.312500 Penalty: 2997.044678
	Iteration 81Q: 3 clusters Score -926649.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -926651.937500 Penalty: 2997.044678
	Iteration 82Q: 3 clusters Score -926651.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -926654.750000 Penalty: 2997.044678
	Iteration 83Q: 3 clusters Score -926654.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -926654.250000 Penalty: 2997.044678
	Iteration 84Q: 3 clusters Score -926654.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -926652.312500 Penalty: 2997.044678
	Iteration 85Q: 3 clusters Score -926652.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -926654.312500 Penalty: 2997.044678
	Iteration 86Q: 3 clusters Score -926654.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -926653.875000 Penalty: 2997.044678
	Iteration 87Q: 3 clusters Score -926653.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -926653.375000 Penalty: 2997.044678
	Iteration 88Q: 3 clusters Score -926653.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -926653.375000 Penalty: 2997.044678
	Iteration 89F: 3 clusters Score -926653.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Entering Unmasked Estep 
Score: -892405.875000 Penalty: 1497.329102
	Iteration 0F: 2 clusters Score -892405.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -885183.500000 Penalty: 2994.658203
	Iteration 0F: 3 clusters Score -885183.5 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -887572.625000 Penalty: 2994.658203
	Iteration 1F: 3 clusters Score -887572.6 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -887839.312500 Penalty: 2994.658203
	Iteration 2F: 3 clusters Score -887839.3 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -888109.750000 Penalty: 2994.658203
	Iteration 3F: 3 clusters Score -888109.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -888441.000000 Penalty: 2994.658203
	Iteration 4F: 3 clusters Score -888441 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -888889.000000 Penalty: 2994.658203
	Iteration 5F: 3 clusters Score -888889 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -889381.312500 Penalty: 2994.658203
	Iteration 6F: 3 clusters Score -889381.3 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -889813.687500 Penalty: 2994.658203
	Iteration 7F: 3 clusters Score -889813.7 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -890128.062500 Penalty: 2994.658203
	Iteration 8F: 3 clusters Score -890128.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -890396.500000 Penalty: 2994.658203
	Iteration 9Q: 3 clusters Score -890396.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -890716.687500 Penalty: 2994.658203
	Iteration 10Q: 3 clusters Score -890716.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -891021.750000 Penalty: 2994.658203
	Iteration 11Q: 3 clusters Score -891021.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -891272.000000 Penalty: 2994.658203
	Iteration 12Q: 3 clusters Score -891272 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -891465.125000 Penalty: 2994.658203
	Iteration 13Q: 3 clusters Score -891465.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -891615.750000 Penalty: 2994.658203
	Iteration 14Q: 3 clusters Score -891615.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -891697.250000 Penalty: 2994.658203
	Iteration 15Q: 3 clusters Score -891697.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -891746.812500 Penalty: 2994.658203
	Iteration 16Q: 3 clusters Score -891746.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -891776.062500 Penalty: 2994.658203
	Iteration 17Q: 3 clusters Score -891776.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -891797.687500 Penalty: 2994.658203
	Iteration 18Q: 3 clusters Score -891797.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -891819.187500 Penalty: 2994.658203
	Iteration 19Q: 3 clusters Score -891819.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -891831.250000 Penalty: 2994.658203
	Iteration 20F: 3 clusters Score -891831.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -891840.562500 Penalty: 2994.658203
	Iteration 21Q: 3 clusters Score -891840.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -891850.687500 Penalty: 2994.658203
	Iteration 22Q: 3 clusters Score -891850.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -891856.187500 Penalty: 2994.658203
	Iteration 23Q: 3 clusters Score -891856.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -891860.750000 Penalty: 2994.658203
	Iteration 24Q: 3 clusters Score -891860.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -891867.687500 Penalty: 2994.658203
	Iteration 25Q: 3 clusters Score -891867.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -891872.062500 Penalty: 2994.658203
	Iteration 26Q: 3 clusters Score -891872.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -891876.125000 Penalty: 2994.658203
	Iteration 27Q: 3 clusters Score -891876.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -891882.875000 Penalty: 2994.658203
	Iteration 28Q: 3 clusters Score -891882.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -891890.437500 Penalty: 2994.658203
	Iteration 29Q: 3 clusters Score -891890.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -891893.875000 Penalty: 2994.658203
	Iteration 30Q: 3 clusters Score -891893.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -891895.875000 Penalty: 2994.658203
	Iteration 31Q: 3 clusters Score -891895.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -891899.125000 Penalty: 2994.658203
	Iteration 32Q: 3 clusters Score -891899.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -891905.125000 Penalty: 2994.658203
	Iteration 33Q: 3 clusters Score -891905.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -891908.062500 Penalty: 2994.658203
	Iteration 34Q: 3 clusters Score -891908.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -891915.625000 Penalty: 2994.658203
	Iteration 35Q: 3 clusters Score -891915.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -891920.375000 Penalty: 2994.658203
	Iteration 36Q: 3 clusters Score -891920.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -891926.375000 Penalty: 2994.658203
	Iteration 37Q: 3 clusters Score -891926.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -891934.937500 Penalty: 2994.658203
	Iteration 38Q: 3 clusters Score -891934.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -891940.937500 Penalty: 2994.658203
	Iteration 39Q: 3 clusters Score -891940.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -891943.500000 Penalty: 2994.658203
	Iteration 40F: 3 clusters Score -891943.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -891946.437500 Penalty: 2994.658203
	Iteration 41Q: 3 clusters Score -891946.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -891946.250000 Penalty: 2994.658203
	Iteration 42Q: 3 clusters Score -891946.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -891949.437500 Penalty: 2994.658203
	Iteration 43Q: 3 clusters Score -891949.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -891953.687500 Penalty: 2994.658203
	Iteration 44Q: 3 clusters Score -891953.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -891962.187500 Penalty: 2994.658203
	Iteration 45Q: 3 clusters Score -891962.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -891966.500000 Penalty: 2994.658203
	Iteration 46Q: 3 clusters Score -891966.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -891971.625000 Penalty: 2994.658203
	Iteration 47Q: 3 clusters Score -891971.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -891979.937500 Penalty: 2994.658203
	Iteration 48Q: 3 clusters Score -891979.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -891986.500000 Penalty: 2994.658203
	Iteration 49Q: 3 clusters Score -891986.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -891997.875000 Penalty: 2994.658203
	Iteration 50Q: 3 clusters Score -891997.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -892002.562500 Penalty: 2994.658203
	Iteration 51Q: 3 clusters Score -892002.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -892009.500000 Penalty: 2994.658203
	Iteration 52Q: 3 clusters Score -892009.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -892012.812500 Penalty: 2994.658203
	Iteration 53Q: 3 clusters Score -892012.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -892020.375000 Penalty: 2994.658203
	Iteration 54Q: 3 clusters Score -892020.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -892025.500000 Penalty: 2994.658203
	Iteration 55Q: 3 clusters Score -892025.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -892030.750000 Penalty: 2994.658203
	Iteration 56Q: 3 clusters Score -892030.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -892032.437500 Penalty: 2994.658203
	Iteration 57Q: 3 clusters Score -892032.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -892034.062500 Penalty: 2994.658203
	Iteration 58Q: 3 clusters Score -892034.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -892037.250000 Penalty: 2994.658203
	Iteration 59Q: 3 clusters Score -892037.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -892039.937500 Penalty: 2994.658203
	Iteration 60F: 3 clusters Score -892039.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -892041.687500 Penalty: 2994.658203
	Iteration 61Q: 3 clusters Score -892041.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -892044.250000 Penalty: 2994.658203
	Iteration 62Q: 3 clusters Score -892044.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -892050.562500 Penalty: 2994.658203
	Iteration 63Q: 3 clusters Score -892050.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -892053.062500 Penalty: 2994.658203
	Iteration 64Q: 3 clusters Score -892053.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -892055.312500 Penalty: 2994.658203
	Iteration 65Q: 3 clusters Score -892055.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -892057.312500 Penalty: 2994.658203
	Iteration 66Q: 3 clusters Score -892057.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -892059.375000 Penalty: 2994.658203
	Iteration 67Q: 3 clusters Score -892059.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -892065.312500 Penalty: 2994.658203
	Iteration 68Q: 3 clusters Score -892065.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -892068.375000 Penalty: 2994.658203
	Iteration 69Q: 3 clusters Score -892068.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -892070.500000 Penalty: 2994.658203
	Iteration 70Q: 3 clusters Score -892070.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -892072.437500 Penalty: 2994.658203
	Iteration 71Q: 3 clusters Score -892072.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -892071.250000 Penalty: 2994.658203
	Iteration 72Q: 3 clusters Score -892071.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -892073.562500 Penalty: 2994.658203
	Iteration 73Q: 3 clusters Score -892073.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -892075.562500 Penalty: 2994.658203
	Iteration 74Q: 3 clusters Score -892075.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -892074.562500 Penalty: 2994.658203
	Iteration 75Q: 3 clusters Score -892074.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -892077.187500 Penalty: 2994.658203
	Iteration 76Q: 3 clusters Score -892077.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -892077.687500 Penalty: 2994.658203
	Iteration 77Q: 3 clusters Score -892077.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -892077.250000 Penalty: 2994.658203
	Iteration 78Q: 3 clusters Score -892077.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -892076.937500 Penalty: 2994.658203
	Iteration 79Q: 3 clusters Score -892076.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -892078.812500 Penalty: 2994.658203
	Iteration 80F: 3 clusters Score -892078.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -892078.562500 Penalty: 2994.658203
	Iteration 81Q: 3 clusters Score -892078.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -892078.250000 Penalty: 2994.658203
	Iteration 82Q: 3 clusters Score -892078.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -892077.812500 Penalty: 2994.658203
	Iteration 83Q: 3 clusters Score -892077.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -892078.937500 Penalty: 2994.658203
	Iteration 84Q: 3 clusters Score -892078.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -892079.000000 Penalty: 2994.658203
	Iteration 85Q: 3 clusters Score -892079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -892079.000000 Penalty: 2994.658203
	Iteration 86F: 3 clusters Score -892079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (60407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60407 members 
Entering Unmasked Estep 
Score: -5557914.500000 Penalty: 1788.939819
	Iteration 0F: 2 clusters Score -5557914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -5517372.000000 Penalty: 3577.879639
	Iteration 0F: 3 clusters Score -5517372 nChanged 28549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -5533821.000000 Penalty: 3577.879639
	Iteration 1F: 3 clusters Score -5533821 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -5534960.000000 Penalty: 3577.879639
	Iteration 2Q: 3 clusters Score -5534960 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -5536959.000000 Penalty: 3577.879639
	Iteration 3F: 3 clusters Score -5536959 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -5540761.500000 Penalty: 3577.879639
	Iteration 4F: 3 clusters Score -5540762 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50684 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -5546399.500000 Penalty: 3577.879639
	Iteration 5F: 3 clusters Score -5546400 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55777 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -5551633.000000 Penalty: 3577.879639
	Iteration 6F: 3 clusters Score -5551633 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58732 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -5554695.000000 Penalty: 3577.879639
	Iteration 7Q: 3 clusters Score -5554695 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59874 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5555767.000000 Penalty: 3577.879639
	Iteration 8Q: 3 clusters Score -5555767 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60189 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5556127.000000 Penalty: 3577.879639
	Iteration 9Q: 3 clusters Score -5556127 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60265 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -5556257.000000 Penalty: 3577.879639
	Iteration 10Q: 3 clusters Score -5556257 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60279 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -5556298.000000 Penalty: 3577.879639
	Iteration 11Q: 3 clusters Score -5556298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60281 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -5556308.500000 Penalty: 3577.879639
	Iteration 12Q: 3 clusters Score -5556308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60286 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -5556319.500000 Penalty: 3577.879639
	Iteration 13Q: 3 clusters Score -5556320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60288 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -5556333.000000 Penalty: 3577.879639
	Iteration 14Q: 3 clusters Score -5556333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60290 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -5556346.000000 Penalty: 3577.879639
	Iteration 15Q: 3 clusters Score -5556346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60288 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -5556344.000000 Penalty: 3577.879639
	Iteration 16Q: 3 clusters Score -5556344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60289 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -5556349.000000 Penalty: 3577.879639
	Iteration 17Q: 3 clusters Score -5556349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60289 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -5556349.000000 Penalty: 3577.879639
	Iteration 18F: 3 clusters Score -5556349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Entering Unmasked Estep 
Score: -2576593.000000 Penalty: 1662.875366
	Iteration 0F: 2 clusters Score -2576593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2557761.000000 Penalty: 3325.750732
	Iteration 0F: 3 clusters Score -2557761 nChanged 12864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -2564824.250000 Penalty: 3325.750732
	Iteration 1F: 3 clusters Score -2564824 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2565300.500000 Penalty: 3325.750732
	Iteration 2Q: 3 clusters Score -2565300 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2565937.250000 Penalty: 3325.750732
	Iteration 3Q: 3 clusters Score -2565937 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2566892.750000 Penalty: 3325.750732
	Iteration 4F: 3 clusters Score -2566893 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -2568272.500000 Penalty: 3325.750732
	Iteration 5F: 3 clusters Score -2568272 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2570121.000000 Penalty: 3325.750732
	Iteration 6F: 3 clusters Score -2570121 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2572083.250000 Penalty: 3325.750732
	Iteration 7F: 3 clusters Score -2572083 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2573630.250000 Penalty: 3325.750732
	Iteration 8F: 3 clusters Score -2573630 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2574466.750000 Penalty: 3325.750732
	Iteration 9Q: 3 clusters Score -2574467 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2574822.250000 Penalty: 3325.750732
	Iteration 10Q: 3 clusters Score -2574822 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2574955.000000 Penalty: 3325.750732
	Iteration 11Q: 3 clusters Score -2574955 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2575029.500000 Penalty: 3325.750732
	Iteration 12Q: 3 clusters Score -2575030 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2575072.500000 Penalty: 3325.750732
	Iteration 13Q: 3 clusters Score -2575072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2575084.500000 Penalty: 3325.750732
	Iteration 14Q: 3 clusters Score -2575084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2575098.500000 Penalty: 3325.750732
	Iteration 15Q: 3 clusters Score -2575098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2575110.750000 Penalty: 3325.750732
	Iteration 16Q: 3 clusters Score -2575111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2575116.000000 Penalty: 3325.750732
	Iteration 17Q: 3 clusters Score -2575116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2575115.500000 Penalty: 3325.750732
	Iteration 18Q: 3 clusters Score -2575116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2575115.500000 Penalty: 3325.750732
	Iteration 19F: 3 clusters Score -2575116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Entering Unmasked Estep 
Score: -3794389.000000 Penalty: 1723.847412
	Iteration 0F: 2 clusters Score -3794389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -3767274.500000 Penalty: 3447.694824
	Iteration 0F: 3 clusters Score -3767274 nChanged 18836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -3777785.500000 Penalty: 3447.694824
	Iteration 1F: 3 clusters Score -3777786 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -3778216.250000 Penalty: 3447.694824
	Iteration 2Q: 3 clusters Score -3778216 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -3778694.750000 Penalty: 3447.694824
	Iteration 3Q: 3 clusters Score -3778695 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -3779303.500000 Penalty: 3447.694824
	Iteration 4Q: 3 clusters Score -3779304 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -3780059.000000 Penalty: 3447.694824
	Iteration 5Q: 3 clusters Score -3780059 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -3781048.750000 Penalty: 3447.694824
	Iteration 6Q: 3 clusters Score -3781049 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -3782479.500000 Penalty: 3447.694824
	Iteration 7Q: 3 clusters Score -3782480 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -3784099.750000 Penalty: 3447.694824
	Iteration 8F: 3 clusters Score -3784100 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -3785684.000000 Penalty: 3447.694824
	Iteration 9F: 3 clusters Score -3785684 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -3787066.000000 Penalty: 3447.694824
	Iteration 10Q: 3 clusters Score -3787066 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -3788106.750000 Penalty: 3447.694824
	Iteration 11Q: 3 clusters Score -3788107 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -3788967.500000 Penalty: 3447.694824
	Iteration 12Q: 3 clusters Score -3788968 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -3789651.000000 Penalty: 3447.694824
	Iteration 13Q: 3 clusters Score -3789651 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -3790149.250000 Penalty: 3447.694824
	Iteration 14Q: 3 clusters Score -3790149 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -3790552.750000 Penalty: 3447.694824
	Iteration 15Q: 3 clusters Score -3790553 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -3790925.250000 Penalty: 3447.694824
	Iteration 16Q: 3 clusters Score -3790925 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -3791244.500000 Penalty: 3447.694824
	Iteration 17Q: 3 clusters Score -3791244 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -3791539.000000 Penalty: 3447.694824
	Iteration 18Q: 3 clusters Score -3791539 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3791769.250000 Penalty: 3447.694824
	Iteration 19Q: 3 clusters Score -3791769 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3791995.500000 Penalty: 3447.694824
	Iteration 20F: 3 clusters Score -3791996 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3792163.000000 Penalty: 3447.694824
	Iteration 21Q: 3 clusters Score -3792163 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3792314.750000 Penalty: 3447.694824
	Iteration 22Q: 3 clusters Score -3792315 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3792438.000000 Penalty: 3447.694824
	Iteration 23Q: 3 clusters Score -3792438 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3792531.500000 Penalty: 3447.694824
	Iteration 24Q: 3 clusters Score -3792532 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3792601.750000 Penalty: 3447.694824
	Iteration 25Q: 3 clusters Score -3792602 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39586 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3792667.250000 Penalty: 3447.694824
	Iteration 26Q: 3 clusters Score -3792667 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3792729.750000 Penalty: 3447.694824
	Iteration 27Q: 3 clusters Score -3792730 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3792776.500000 Penalty: 3447.694824
	Iteration 28Q: 3 clusters Score -3792776 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3792814.750000 Penalty: 3447.694824
	Iteration 29Q: 3 clusters Score -3792815 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3792840.250000 Penalty: 3447.694824
	Iteration 30Q: 3 clusters Score -3792840 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3792865.000000 Penalty: 3447.694824
	Iteration 31Q: 3 clusters Score -3792865 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3792893.500000 Penalty: 3447.694824
	Iteration 32Q: 3 clusters Score -3792894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3792915.750000 Penalty: 3447.694824
	Iteration 33Q: 3 clusters Score -3792916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3792932.000000 Penalty: 3447.694824
	Iteration 34Q: 3 clusters Score -3792932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3792943.000000 Penalty: 3447.694824
	Iteration 35Q: 3 clusters Score -3792943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3792947.750000 Penalty: 3447.694824
	Iteration 36Q: 3 clusters Score -3792948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3792955.000000 Penalty: 3447.694824
	Iteration 37Q: 3 clusters Score -3792955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3792958.000000 Penalty: 3447.694824
	Iteration 38Q: 3 clusters Score -3792958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40011 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3792968.250000 Penalty: 3447.694824
	Iteration 39Q: 3 clusters Score -3792968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3792975.000000 Penalty: 3447.694824
	Iteration 40F: 3 clusters Score -3792975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3792979.750000 Penalty: 3447.694824
	Iteration 41Q: 3 clusters Score -3792980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3792982.000000 Penalty: 3447.694824
	Iteration 42Q: 3 clusters Score -3792982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3792988.500000 Penalty: 3447.694824
	Iteration 43Q: 3 clusters Score -3792988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3792991.500000 Penalty: 3447.694824
	Iteration 44Q: 3 clusters Score -3792992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3792993.750000 Penalty: 3447.694824
	Iteration 45Q: 3 clusters Score -3792994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3792993.750000 Penalty: 3447.694824
	Iteration 46F: 3 clusters Score -3792994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (60764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60764 members 
Entering Unmasked Estep 
Score: -5570417.000000 Penalty: 1789.897217
	Iteration 0F: 2 clusters Score -5570417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -5529530.000000 Penalty: 3579.794434
	Iteration 0F: 3 clusters Score -5529530 nChanged 28853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -5546054.500000 Penalty: 3579.794434
	Iteration 1F: 3 clusters Score -5546054 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -5546815.000000 Penalty: 3579.794434
	Iteration 2Q: 3 clusters Score -5546815 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -5547841.500000 Penalty: 3579.794434
	Iteration 3Q: 3 clusters Score -5547842 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -5549454.500000 Penalty: 3579.794434
	Iteration 4F: 3 clusters Score -5549454 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -5551711.000000 Penalty: 3579.794434
	Iteration 5F: 3 clusters Score -5551711 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43484 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -5554566.000000 Penalty: 3579.794434
	Iteration 6F: 3 clusters Score -5554566 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -5557742.500000 Penalty: 3579.794434
	Iteration 7F: 3 clusters Score -5557742 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51178 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -5560898.500000 Penalty: 3579.794434
	Iteration 8F: 3 clusters Score -5560898 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54514 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -5563697.000000 Penalty: 3579.794434
	Iteration 9F: 3 clusters Score -5563697 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57008 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -5565821.000000 Penalty: 3579.794434
	Iteration 10Q: 3 clusters Score -5565821 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58741 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -5567311.500000 Penalty: 3579.794434
	Iteration 11Q: 3 clusters Score -5567312 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59662 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5568091.000000 Penalty: 3579.794434
	Iteration 12Q: 3 clusters Score -5568091 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5568508.500000 Penalty: 3579.794434
	Iteration 13Q: 3 clusters Score -5568508 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5568678.500000 Penalty: 3579.794434
	Iteration 14Q: 3 clusters Score -5568678 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60384 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5568757.000000 Penalty: 3579.794434
	Iteration 15Q: 3 clusters Score -5568757 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60422 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5568787.000000 Penalty: 3579.794434
	Iteration 16Q: 3 clusters Score -5568787 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60432 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5568802.500000 Penalty: 3579.794434
	Iteration 17Q: 3 clusters Score -5568802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60434 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5568822.000000 Penalty: 3579.794434
	Iteration 18Q: 3 clusters Score -5568822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60436 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5568830.000000 Penalty: 3579.794434
	Iteration 19Q: 3 clusters Score -5568830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60440 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5568828.000000 Penalty: 3579.794434
	Iteration 20F: 3 clusters Score -5568828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60444 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5568828.000000 Penalty: 3579.794434
	Iteration 21Q: 3 clusters Score -5568828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60446 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5568831.500000 Penalty: 3579.794434
	Iteration 22Q: 3 clusters Score -5568832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60447 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5568839.500000 Penalty: 3579.794434
	Iteration 23Q: 3 clusters Score -5568840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60451 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5568838.000000 Penalty: 3579.794434
	Iteration 24Q: 3 clusters Score -5568838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60451 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5568841.500000 Penalty: 3579.794434
	Iteration 25Q: 3 clusters Score -5568842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60452 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5568849.500000 Penalty: 3579.794434
	Iteration 26Q: 3 clusters Score -5568850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60452 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5568845.500000 Penalty: 3579.794434
	Iteration 27Q: 3 clusters Score -5568846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60451 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5568845.500000 Penalty: 3579.794434
	Iteration 28Q: 3 clusters Score -5568846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60449 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5568849.500000 Penalty: 3579.794434
	Iteration 29Q: 3 clusters Score -5568850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60449 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5568851.000000 Penalty: 3579.794434
	Iteration 30Q: 3 clusters Score -5568851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60449 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5568851.000000 Penalty: 3579.794434
	Iteration 31F: 3 clusters Score -5568851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68442 members 
Entering Unmasked Estep 
Score: -6305922.500000 Penalty: 1809.233154
	Iteration 0F: 2 clusters Score -6305922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -6259971.000000 Penalty: 3618.466309
	Iteration 0F: 3 clusters Score -6259971 nChanged 32482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -6278750.500000 Penalty: 3618.466309
	Iteration 1F: 3 clusters Score -6278750 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -6279420.000000 Penalty: 3618.466309
	Iteration 2Q: 3 clusters Score -6279420 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -6280308.000000 Penalty: 3618.466309
	Iteration 3Q: 3 clusters Score -6280308 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39661 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -6281628.500000 Penalty: 3618.466309
	Iteration 4Q: 3 clusters Score -6281628 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -6283625.000000 Penalty: 3618.466309
	Iteration 5F: 3 clusters Score -6283625 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45712 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -6286202.000000 Penalty: 3618.466309
	Iteration 6F: 3 clusters Score -6286202 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49674 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -6289417.000000 Penalty: 3618.466309
	Iteration 7F: 3 clusters Score -6289417 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53749 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -6292678.500000 Penalty: 3618.466309
	Iteration 8F: 3 clusters Score -6292678 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57500 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -6295731.500000 Penalty: 3618.466309
	Iteration 9F: 3 clusters Score -6295732 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60748 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -6298552.000000 Penalty: 3618.466309
	Iteration 10Q: 3 clusters Score -6298552 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63241 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -6300759.500000 Penalty: 3618.466309
	Iteration 11Q: 3 clusters Score -6300760 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64858 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -6302290.500000 Penalty: 3618.466309
	Iteration 12Q: 3 clusters Score -6302290 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65792 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -6303172.000000 Penalty: 3618.466309
	Iteration 13Q: 3 clusters Score -6303172 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66274 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -6303614.500000 Penalty: 3618.466309
	Iteration 14Q: 3 clusters Score -6303614 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66588 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -6303874.000000 Penalty: 3618.466309
	Iteration 15Q: 3 clusters Score -6303874 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66800 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -6304034.000000 Penalty: 3618.466309
	Iteration 16Q: 3 clusters Score -6304034 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66972 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -6304149.500000 Penalty: 3618.466309
	Iteration 17Q: 3 clusters Score -6304150 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67108 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -6304237.500000 Penalty: 3618.466309
	Iteration 18Q: 3 clusters Score -6304238 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67198 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -6304266.500000 Penalty: 3618.466309
	Iteration 19Q: 3 clusters Score -6304266 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67265 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -6304295.500000 Penalty: 3618.466309
	Iteration 20F: 3 clusters Score -6304296 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67327 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -6304330.500000 Penalty: 3618.466309
	Iteration 21Q: 3 clusters Score -6304330 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67373 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -6304363.000000 Penalty: 3618.466309
	Iteration 22Q: 3 clusters Score -6304363 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67413 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -6304384.000000 Penalty: 3618.466309
	Iteration 23Q: 3 clusters Score -6304384 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67443 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6304411.000000 Penalty: 3618.466309
	Iteration 24Q: 3 clusters Score -6304411 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67475 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6304430.000000 Penalty: 3618.466309
	Iteration 25Q: 3 clusters Score -6304430 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67506 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -6304446.000000 Penalty: 3618.466309
	Iteration 26Q: 3 clusters Score -6304446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67522 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6304461.500000 Penalty: 3618.466309
	Iteration 27Q: 3 clusters Score -6304462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67543 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -6304466.000000 Penalty: 3618.466309
	Iteration 28Q: 3 clusters Score -6304466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67553 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -6304465.000000 Penalty: 3618.466309
	Iteration 29Q: 3 clusters Score -6304465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67565 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -6304484.000000 Penalty: 3618.466309
	Iteration 30Q: 3 clusters Score -6304484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67573 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -6304488.000000 Penalty: 3618.466309
	Iteration 31Q: 3 clusters Score -6304488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67584 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -6304485.000000 Penalty: 3618.466309
	Iteration 32Q: 3 clusters Score -6304485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67592 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -6304495.000000 Penalty: 3618.466309
	Iteration 33Q: 3 clusters Score -6304495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67598 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6304493.500000 Penalty: 3618.466309
	Iteration 34Q: 3 clusters Score -6304494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67602 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6304493.000000 Penalty: 3618.466309
	Iteration 35Q: 3 clusters Score -6304493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67608 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6304497.000000 Penalty: 3618.466309
	Iteration 36Q: 3 clusters Score -6304497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67613 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6304496.000000 Penalty: 3618.466309
	Iteration 37Q: 3 clusters Score -6304496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67618 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6304496.500000 Penalty: 3618.466309
	Iteration 38Q: 3 clusters Score -6304496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67619 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6304503.000000 Penalty: 3618.466309
	Iteration 39Q: 3 clusters Score -6304503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67620 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6304501.500000 Penalty: 3618.466309
	Iteration 40F: 3 clusters Score -6304502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67622 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -6304497.000000 Penalty: 3618.466309
	Iteration 41Q: 3 clusters Score -6304497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67627 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -6304499.000000 Penalty: 3618.466309
	Iteration 42Q: 3 clusters Score -6304499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67633 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6304502.500000 Penalty: 3618.466309
	Iteration 43Q: 3 clusters Score -6304502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67637 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6304504.500000 Penalty: 3618.466309
	Iteration 44Q: 3 clusters Score -6304504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67642 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6304511.000000 Penalty: 3618.466309
	Iteration 45Q: 3 clusters Score -6304511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67648 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -6304511.500000 Penalty: 3618.466309
	Iteration 46Q: 3 clusters Score -6304512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67651 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -6304512.000000 Penalty: 3618.466309
	Iteration 47Q: 3 clusters Score -6304512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67654 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6304515.000000 Penalty: 3618.466309
	Iteration 48Q: 3 clusters Score -6304515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67658 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -6304513.500000 Penalty: 3618.466309
	Iteration 49Q: 3 clusters Score -6304514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67661 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -6304513.500000 Penalty: 3618.466309
	Iteration 50Q: 3 clusters Score -6304514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67666 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -6304513.000000 Penalty: 3618.466309
	Iteration 51Q: 3 clusters Score -6304513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67671 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6304516.500000 Penalty: 3618.466309
	Iteration 52Q: 3 clusters Score -6304516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67679 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6304520.500000 Penalty: 3618.466309
	Iteration 53Q: 3 clusters Score -6304520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67684 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -6304522.500000 Penalty: 3618.466309
	Iteration 54Q: 3 clusters Score -6304522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67692 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6304518.500000 Penalty: 3618.466309
	Iteration 55Q: 3 clusters Score -6304518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67701 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -6304525.000000 Penalty: 3618.466309
	Iteration 56Q: 3 clusters Score -6304525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67708 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -6304527.000000 Penalty: 3618.466309
	Iteration 57Q: 3 clusters Score -6304527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67714 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6304522.000000 Penalty: 3618.466309
	Iteration 58Q: 3 clusters Score -6304522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67720 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6304530.500000 Penalty: 3618.466309
	Iteration 59Q: 3 clusters Score -6304530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67723 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6304528.000000 Penalty: 3618.466309
	Iteration 60F: 3 clusters Score -6304528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67725 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -6304527.500000 Penalty: 3618.466309
	Iteration 61Q: 3 clusters Score -6304528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67727 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6304527.500000 Penalty: 3618.466309
	Iteration 62Q: 3 clusters Score -6304528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67728 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -6304530.000000 Penalty: 3618.466309
	Iteration 63Q: 3 clusters Score -6304530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67730 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6304531.500000 Penalty: 3618.466309
	Iteration 64Q: 3 clusters Score -6304532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67736 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6304531.500000 Penalty: 3618.466309
	Iteration 65Q: 3 clusters Score -6304532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67737 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6304527.500000 Penalty: 3618.466309
	Iteration 66Q: 3 clusters Score -6304528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67736 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6304530.500000 Penalty: 3618.466309
	Iteration 67Q: 3 clusters Score -6304530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67737 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6304528.500000 Penalty: 3618.466309
	Iteration 68Q: 3 clusters Score -6304528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67739 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -6304532.000000 Penalty: 3618.466309
	Iteration 69Q: 3 clusters Score -6304532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67741 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6304529.500000 Penalty: 3618.466309
	Iteration 70Q: 3 clusters Score -6304530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67744 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6304530.000000 Penalty: 3618.466309
	Iteration 71Q: 3 clusters Score -6304530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67745 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -6304530.500000 Penalty: 3618.466309
	Iteration 72Q: 3 clusters Score -6304530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67746 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6304529.500000 Penalty: 3618.466309
	Iteration 73Q: 3 clusters Score -6304530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67746 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6304529.500000 Penalty: 3618.466309
	Iteration 74F: 3 clusters Score -6304530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (41279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Entering Unmasked Estep 
Score: -3752702.750000 Penalty: 1727.067749
	Iteration 0F: 2 clusters Score -3752703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -3724886.500000 Penalty: 3454.135498
	Iteration 0F: 3 clusters Score -3724886 nChanged 19262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -3735855.750000 Penalty: 3454.135498
	Iteration 1F: 3 clusters Score -3735856 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -3736590.250000 Penalty: 3454.135498
	Iteration 2Q: 3 clusters Score -3736590 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -3737696.500000 Penalty: 3454.135498
	Iteration 3F: 3 clusters Score -3737696 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -3739647.500000 Penalty: 3454.135498
	Iteration 4F: 3 clusters Score -3739648 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -3742573.000000 Penalty: 3454.135498
	Iteration 5F: 3 clusters Score -3742573 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -3745881.750000 Penalty: 3454.135498
	Iteration 6F: 3 clusters Score -3745882 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3748369.750000 Penalty: 3454.135498
	Iteration 7F: 3 clusters Score -3748370 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3749796.000000 Penalty: 3454.135498
	Iteration 8Q: 3 clusters Score -3749796 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3750466.500000 Penalty: 3454.135498
	Iteration 9Q: 3 clusters Score -3750466 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3750777.250000 Penalty: 3454.135498
	Iteration 10Q: 3 clusters Score -3750777 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40681 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3750935.750000 Penalty: 3454.135498
	Iteration 11Q: 3 clusters Score -3750936 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3751038.000000 Penalty: 3454.135498
	Iteration 12Q: 3 clusters Score -3751038 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3751093.750000 Penalty: 3454.135498
	Iteration 13Q: 3 clusters Score -3751094 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3751131.000000 Penalty: 3454.135498
	Iteration 14Q: 3 clusters Score -3751131 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3751158.000000 Penalty: 3454.135498
	Iteration 15Q: 3 clusters Score -3751158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3751170.750000 Penalty: 3454.135498
	Iteration 16Q: 3 clusters Score -3751171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3751170.000000 Penalty: 3454.135498
	Iteration 17Q: 3 clusters Score -3751170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3751181.500000 Penalty: 3454.135498
	Iteration 18Q: 3 clusters Score -3751182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3751187.250000 Penalty: 3454.135498
	Iteration 19Q: 3 clusters Score -3751187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3751200.500000 Penalty: 3454.135498
	Iteration 20F: 3 clusters Score -3751200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3751203.250000 Penalty: 3454.135498
	Iteration 21Q: 3 clusters Score -3751203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3751209.000000 Penalty: 3454.135498
	Iteration 22Q: 3 clusters Score -3751209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3751215.000000 Penalty: 3454.135498
	Iteration 23Q: 3 clusters Score -3751215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3751222.500000 Penalty: 3454.135498
	Iteration 24Q: 3 clusters Score -3751222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3751228.500000 Penalty: 3454.135498
	Iteration 25Q: 3 clusters Score -3751228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3751225.000000 Penalty: 3454.135498
	Iteration 26Q: 3 clusters Score -3751225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3751227.500000 Penalty: 3454.135498
	Iteration 27Q: 3 clusters Score -3751228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3751230.000000 Penalty: 3454.135498
	Iteration 28Q: 3 clusters Score -3751230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3751228.250000 Penalty: 3454.135498
	Iteration 29Q: 3 clusters Score -3751228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3751228.250000 Penalty: 3454.135498
	Iteration 30F: 3 clusters Score -3751228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Entering Unmasked Estep 
Score: -554652.875000 Penalty: 1414.939087
	Iteration 0F: 2 clusters Score -554652.9 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 3028 members 
Entering Unmasked Estep 
Score: -549982.562500 Penalty: 2829.878174
	Iteration 0F: 3 clusters Score -549982.6 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -551351.500000 Penalty: 2829.878174
	Iteration 1F: 3 clusters Score -551351.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -551551.937500 Penalty: 2829.878174
	Iteration 2F: 3 clusters Score -551551.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -551677.937500 Penalty: 2829.878174
	Iteration 3Q: 3 clusters Score -551677.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -551769.125000 Penalty: 2829.878174
	Iteration 4Q: 3 clusters Score -551769.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -551841.187500 Penalty: 2829.878174
	Iteration 5Q: 3 clusters Score -551841.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -551895.375000 Penalty: 2829.878174
	Iteration 6Q: 3 clusters Score -551895.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -551934.875000 Penalty: 2829.878174
	Iteration 7Q: 3 clusters Score -551934.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -551973.937500 Penalty: 2829.878174
	Iteration 8Q: 3 clusters Score -551973.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -552017.437500 Penalty: 2829.878174
	Iteration 9Q: 3 clusters Score -552017.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -552048.875000 Penalty: 2829.878174
	Iteration 10Q: 3 clusters Score -552048.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -552083.000000 Penalty: 2829.878174
	Iteration 11Q: 3 clusters Score -552083 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -552109.250000 Penalty: 2829.878174
	Iteration 12Q: 3 clusters Score -552109.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -552135.000000 Penalty: 2829.878174
	Iteration 13Q: 3 clusters Score -552135 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -552163.000000 Penalty: 2829.878174
	Iteration 14Q: 3 clusters Score -552163 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -552196.937500 Penalty: 2829.878174
	Iteration 15Q: 3 clusters Score -552196.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -552232.625000 Penalty: 2829.878174
	Iteration 16Q: 3 clusters Score -552232.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -552274.125000 Penalty: 2829.878174
	Iteration 17Q: 3 clusters Score -552274.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -552325.812500 Penalty: 2829.878174
	Iteration 18Q: 3 clusters Score -552325.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -552393.000000 Penalty: 2829.878174
	Iteration 19Q: 3 clusters Score -552393 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -552474.750000 Penalty: 2829.878174
	Iteration 20F: 3 clusters Score -552474.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -552578.125000 Penalty: 2829.878174
	Iteration 21Q: 3 clusters Score -552578.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -552695.500000 Penalty: 2829.878174
	Iteration 22Q: 3 clusters Score -552695.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -552814.000000 Penalty: 2829.878174
	Iteration 23Q: 3 clusters Score -552814 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -552917.687500 Penalty: 2829.878174
	Iteration 24Q: 3 clusters Score -552917.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -552991.062500 Penalty: 2829.878174
	Iteration 25Q: 3 clusters Score -552991.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -553045.000000 Penalty: 2829.878174
	Iteration 26Q: 3 clusters Score -553045 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -553088.187500 Penalty: 2829.878174
	Iteration 27Q: 3 clusters Score -553088.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -553125.562500 Penalty: 2829.878174
	Iteration 28Q: 3 clusters Score -553125.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -553156.625000 Penalty: 2829.878174
	Iteration 29Q: 3 clusters Score -553156.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -553191.812500 Penalty: 2829.878174
	Iteration 30Q: 3 clusters Score -553191.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -553235.625000 Penalty: 2829.878174
	Iteration 31Q: 3 clusters Score -553235.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -553273.500000 Penalty: 2829.878174
	Iteration 32Q: 3 clusters Score -553273.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -553310.250000 Penalty: 2829.878174
	Iteration 33Q: 3 clusters Score -553310.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -553361.312500 Penalty: 2829.878174
	Iteration 34Q: 3 clusters Score -553361.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -553398.875000 Penalty: 2829.878174
	Iteration 35Q: 3 clusters Score -553398.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -553421.000000 Penalty: 2829.878174
	Iteration 36Q: 3 clusters Score -553421 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -553434.062500 Penalty: 2829.878174
	Iteration 37Q: 3 clusters Score -553434.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -553446.000000 Penalty: 2829.878174
	Iteration 38Q: 3 clusters Score -553446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -553456.062500 Penalty: 2829.878174
	Iteration 39Q: 3 clusters Score -553456.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -553460.000000 Penalty: 2829.878174
	Iteration 40F: 3 clusters Score -553460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -553462.187500 Penalty: 2829.878174
	Iteration 41Q: 3 clusters Score -553462.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -553465.812500 Penalty: 2829.878174
	Iteration 42Q: 3 clusters Score -553465.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -553467.500000 Penalty: 2829.878174
	Iteration 43Q: 3 clusters Score -553467.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -553469.000000 Penalty: 2829.878174
	Iteration 44Q: 3 clusters Score -553469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -553473.125000 Penalty: 2829.878174
	Iteration 45Q: 3 clusters Score -553473.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -553472.875000 Penalty: 2829.878174
	Iteration 46Q: 3 clusters Score -553472.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -553473.625000 Penalty: 2829.878174
	Iteration 47Q: 3 clusters Score -553473.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -553473.875000 Penalty: 2829.878174
	Iteration 48Q: 3 clusters Score -553473.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -553473.875000 Penalty: 2829.878174
	Iteration 49F: 3 clusters Score -553473.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (70148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70148 members 
Entering Unmasked Estep 
Score: -6435457.000000 Penalty: 1813.233887
	Iteration 0F: 2 clusters Score -6435457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -6388685.500000 Penalty: 3626.467773
	Iteration 0F: 3 clusters Score -6388686 nChanged 33017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -6407821.500000 Penalty: 3626.467773
	Iteration 1F: 3 clusters Score -6407822 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -6408293.000000 Penalty: 3626.467773
	Iteration 2Q: 3 clusters Score -6408293 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -6408752.500000 Penalty: 3626.467773
	Iteration 3Q: 3 clusters Score -6408752 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -6409217.000000 Penalty: 3626.467773
	Iteration 4Q: 3 clusters Score -6409217 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32855 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -6409777.000000 Penalty: 3626.467773
	Iteration 5Q: 3 clusters Score -6409777 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -6410423.500000 Penalty: 3626.467773
	Iteration 6Q: 3 clusters Score -6410424 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -6411190.500000 Penalty: 3626.467773
	Iteration 7Q: 3 clusters Score -6411190 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -6412392.500000 Penalty: 3626.467773
	Iteration 8Q: 3 clusters Score -6412392 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 45131 members 
Entering Unmasked Estep 
Score: -6414095.500000 Penalty: 3626.467773
	Iteration 9F: 3 clusters Score -6414096 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 48893 members 
Entering Unmasked Estep 
Score: -6416526.000000 Penalty: 3626.467773
	Iteration 10F: 3 clusters Score -6416526 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 53170 members 
Entering Unmasked Estep 
Score: -6419557.500000 Penalty: 3626.467773
	Iteration 11F: 3 clusters Score -6419558 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 57613 members 
Entering Unmasked Estep 
Score: -6423031.500000 Penalty: 3626.467773
	Iteration 12F: 3 clusters Score -6423032 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 61788 members 
Entering Unmasked Estep 
Score: -6426620.000000 Penalty: 3626.467773
	Iteration 13F: 3 clusters Score -6426620 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 65185 members 
Entering Unmasked Estep 
Score: -6429673.000000 Penalty: 3626.467773
	Iteration 14Q: 3 clusters Score -6429673 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 67478 members 
Entering Unmasked Estep 
Score: -6431725.500000 Penalty: 3626.467773
	Iteration 15Q: 3 clusters Score -6431726 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 68765 members 
Entering Unmasked Estep 
Score: -6432847.000000 Penalty: 3626.467773
	Iteration 16Q: 3 clusters Score -6432847 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 69351 members 
Entering Unmasked Estep 
Score: -6433352.000000 Penalty: 3626.467773
	Iteration 17Q: 3 clusters Score -6433352 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 69617 members 
Entering Unmasked Estep 
Score: -6433608.500000 Penalty: 3626.467773
	Iteration 18Q: 3 clusters Score -6433608 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 69743 members 
Entering Unmasked Estep 
Score: -6433757.000000 Penalty: 3626.467773
	Iteration 19Q: 3 clusters Score -6433757 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 69792 members 
Entering Unmasked Estep 
Score: -6433802.000000 Penalty: 3626.467773
	Iteration 20F: 3 clusters Score -6433802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 69814 members 
Entering Unmasked Estep 
Score: -6433806.500000 Penalty: 3626.467773
	Iteration 21Q: 3 clusters Score -6433806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 69830 members 
Entering Unmasked Estep 
Score: -6433824.000000 Penalty: 3626.467773
	Iteration 22Q: 3 clusters Score -6433824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 69840 members 
Entering Unmasked Estep 
Score: -6433829.000000 Penalty: 3626.467773
	Iteration 23Q: 3 clusters Score -6433829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 69845 members 
Entering Unmasked Estep 
Score: -6433833.000000 Penalty: 3626.467773
	Iteration 24Q: 3 clusters Score -6433833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 69849 members 
Entering Unmasked Estep 
Score: -6433834.500000 Penalty: 3626.467773
	Iteration 25Q: 3 clusters Score -6433834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 69852 members 
Entering Unmasked Estep 
Score: -6433840.500000 Penalty: 3626.467773
	Iteration 26Q: 3 clusters Score -6433840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 69854 members 
Entering Unmasked Estep 
Score: -6433844.500000 Penalty: 3626.467773
	Iteration 27Q: 3 clusters Score -6433844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 69856 members 
Entering Unmasked Estep 
Score: -6433847.000000 Penalty: 3626.467773
	Iteration 28Q: 3 clusters Score -6433847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 69857 members 
Entering Unmasked Estep 
Score: -6433851.000000 Penalty: 3626.467773
	Iteration 29Q: 3 clusters Score -6433851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 69858 members 
Entering Unmasked Estep 
Score: -6433851.000000 Penalty: 3626.467773
	Iteration 30Q: 3 clusters Score -6433851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 69860 members 
Entering Unmasked Estep 
Score: -6433855.000000 Penalty: 3626.467773
	Iteration 31Q: 3 clusters Score -6433855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 69861 members 
Entering Unmasked Estep 
Score: -6433854.500000 Penalty: 3626.467773
	Iteration 32Q: 3 clusters Score -6433854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 69861 members 
Entering Unmasked Estep 
Score: -6433857.000000 Penalty: 3626.467773
	Iteration 33Q: 3 clusters Score -6433857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 69862 members 
Entering Unmasked Estep 
Score: -6433853.000000 Penalty: 3626.467773
	Iteration 34Q: 3 clusters Score -6433853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 69861 members 
Entering Unmasked Estep 
Score: -6433854.000000 Penalty: 3626.467773
	Iteration 35Q: 3 clusters Score -6433854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 69861 members 
Entering Unmasked Estep 
Score: -6433854.000000 Penalty: 3626.467773
	Iteration 36F: 3 clusters Score -6433854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Entering Unmasked Estep 
Score: -1624643.375000 Penalty: 1605.909302
	Iteration 0F: 2 clusters Score -1624643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1611407.500000 Penalty: 3211.818604
	Iteration 0F: 3 clusters Score -1611408 nChanged 8831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1616489.500000 Penalty: 3211.818604
	Iteration 1F: 3 clusters Score -1616490 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1617260.125000 Penalty: 3211.818604
	Iteration 2F: 3 clusters Score -1617260 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1618073.125000 Penalty: 3211.818604
	Iteration 3F: 3 clusters Score -1618073 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1618920.125000 Penalty: 3211.818604
	Iteration 4F: 3 clusters Score -1618920 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1619680.125000 Penalty: 3211.818604
	Iteration 5F: 3 clusters Score -1619680 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1620365.250000 Penalty: 3211.818604
	Iteration 6F: 3 clusters Score -1620365 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1620967.000000 Penalty: 3211.818604
	Iteration 7F: 3 clusters Score -1620967 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1621439.625000 Penalty: 3211.818604
	Iteration 8Q: 3 clusters Score -1621440 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1621766.250000 Penalty: 3211.818604
	Iteration 9Q: 3 clusters Score -1621766 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1621963.000000 Penalty: 3211.818604
	Iteration 10Q: 3 clusters Score -1621963 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1622072.125000 Penalty: 3211.818604
	Iteration 11Q: 3 clusters Score -1622072 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1622165.375000 Penalty: 3211.818604
	Iteration 12Q: 3 clusters Score -1622165 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1622266.125000 Penalty: 3211.818604
	Iteration 13Q: 3 clusters Score -1622266 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1622357.750000 Penalty: 3211.818604
	Iteration 14Q: 3 clusters Score -1622358 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1622450.875000 Penalty: 3211.818604
	Iteration 15Q: 3 clusters Score -1622451 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1622546.000000 Penalty: 3211.818604
	Iteration 16Q: 3 clusters Score -1622546 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1622609.250000 Penalty: 3211.818604
	Iteration 17Q: 3 clusters Score -1622609 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1622670.375000 Penalty: 3211.818604
	Iteration 18Q: 3 clusters Score -1622670 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1622732.375000 Penalty: 3211.818604
	Iteration 19Q: 3 clusters Score -1622732 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1622792.000000 Penalty: 3211.818604
	Iteration 20F: 3 clusters Score -1622792 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1622831.750000 Penalty: 3211.818604
	Iteration 21Q: 3 clusters Score -1622832 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1622874.500000 Penalty: 3211.818604
	Iteration 22Q: 3 clusters Score -1622874 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1622898.750000 Penalty: 3211.818604
	Iteration 23Q: 3 clusters Score -1622899 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1622916.375000 Penalty: 3211.818604
	Iteration 24Q: 3 clusters Score -1622916 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1622937.375000 Penalty: 3211.818604
	Iteration 25Q: 3 clusters Score -1622937 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1622950.875000 Penalty: 3211.818604
	Iteration 26Q: 3 clusters Score -1622951 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1622960.000000 Penalty: 3211.818604
	Iteration 27Q: 3 clusters Score -1622960 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1622970.625000 Penalty: 3211.818604
	Iteration 28Q: 3 clusters Score -1622971 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1622974.875000 Penalty: 3211.818604
	Iteration 29Q: 3 clusters Score -1622975 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1622977.375000 Penalty: 3211.818604
	Iteration 30Q: 3 clusters Score -1622977 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1622977.125000 Penalty: 3211.818604
	Iteration 31Q: 3 clusters Score -1622977 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1622980.625000 Penalty: 3211.818604
	Iteration 32Q: 3 clusters Score -1622981 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1622984.625000 Penalty: 3211.818604
	Iteration 33Q: 3 clusters Score -1622985 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1622982.625000 Penalty: 3211.818604
	Iteration 34Q: 3 clusters Score -1622983 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1622984.750000 Penalty: 3211.818604
	Iteration 35Q: 3 clusters Score -1622985 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1622991.625000 Penalty: 3211.818604
	Iteration 36Q: 3 clusters Score -1622992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1622989.375000 Penalty: 3211.818604
	Iteration 37Q: 3 clusters Score -1622989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1622991.500000 Penalty: 3211.818604
	Iteration 38Q: 3 clusters Score -1622992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1622990.500000 Penalty: 3211.818604
	Iteration 39Q: 3 clusters Score -1622990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -1622989.000000 Penalty: 3211.818604
	Iteration 40F: 3 clusters Score -1622989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1622994.750000 Penalty: 3211.818604
	Iteration 41Q: 3 clusters Score -1622995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1622995.250000 Penalty: 3211.818604
	Iteration 42Q: 3 clusters Score -1622995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1622999.250000 Penalty: 3211.818604
	Iteration 43Q: 3 clusters Score -1622999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1622999.500000 Penalty: 3211.818604
	Iteration 44Q: 3 clusters Score -1623000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1623001.125000 Penalty: 3211.818604
	Iteration 45Q: 3 clusters Score -1623001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1623001.375000 Penalty: 3211.818604
	Iteration 46Q: 3 clusters Score -1623001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -1623000.500000 Penalty: 3211.818604
	Iteration 47Q: 3 clusters Score -1623000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1622998.250000 Penalty: 3211.818604
	Iteration 48Q: 3 clusters Score -1622998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1622999.750000 Penalty: 3211.818604
	Iteration 49Q: 3 clusters Score -1623000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1623002.500000 Penalty: 3211.818604
	Iteration 50Q: 3 clusters Score -1623002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1623000.250000 Penalty: 3211.818604
	Iteration 51Q: 3 clusters Score -1623000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1622999.625000 Penalty: 3211.818604
	Iteration 52Q: 3 clusters Score -1623000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1623001.625000 Penalty: 3211.818604
	Iteration 53Q: 3 clusters Score -1623002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1623003.000000 Penalty: 3211.818604
	Iteration 54Q: 3 clusters Score -1623003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1623004.000000 Penalty: 3211.818604
	Iteration 55Q: 3 clusters Score -1623004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1623001.875000 Penalty: 3211.818604
	Iteration 56Q: 3 clusters Score -1623002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1623006.250000 Penalty: 3211.818604
	Iteration 57Q: 3 clusters Score -1623006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1623005.250000 Penalty: 3211.818604
	Iteration 58Q: 3 clusters Score -1623005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1623005.625000 Penalty: 3211.818604
	Iteration 59Q: 3 clusters Score -1623006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1623004.375000 Penalty: 3211.818604
	Iteration 60F: 3 clusters Score -1623004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1623004.625000 Penalty: 3211.818604
	Iteration 61Q: 3 clusters Score -1623005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1623004.625000 Penalty: 3211.818604
	Iteration 62F: 3 clusters Score -1623005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Entering Unmasked Estep 
Score: -1283864.375000 Penalty: 1555.471436
	Iteration 0F: 2 clusters Score -1283864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1273833.375000 Penalty: 3110.942871
	Iteration 0F: 3 clusters Score -1273833 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1277402.125000 Penalty: 3110.942871
	Iteration 1F: 3 clusters Score -1277402 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1277788.750000 Penalty: 3110.942871
	Iteration 2F: 3 clusters Score -1277789 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1278263.000000 Penalty: 3110.942871
	Iteration 3F: 3 clusters Score -1278263 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1278816.000000 Penalty: 3110.942871
	Iteration 4F: 3 clusters Score -1278816 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1279479.375000 Penalty: 3110.942871
	Iteration 5F: 3 clusters Score -1279479 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1280221.750000 Penalty: 3110.942871
	Iteration 6F: 3 clusters Score -1280222 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1280982.125000 Penalty: 3110.942871
	Iteration 7F: 3 clusters Score -1280982 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1281587.875000 Penalty: 3110.942871
	Iteration 8Q: 3 clusters Score -1281588 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1282032.500000 Penalty: 3110.942871
	Iteration 9Q: 3 clusters Score -1282032 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1282340.000000 Penalty: 3110.942871
	Iteration 10Q: 3 clusters Score -1282340 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1282551.375000 Penalty: 3110.942871
	Iteration 11Q: 3 clusters Score -1282551 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1282705.875000 Penalty: 3110.942871
	Iteration 12Q: 3 clusters Score -1282706 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1282823.750000 Penalty: 3110.942871
	Iteration 13Q: 3 clusters Score -1282824 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1282913.000000 Penalty: 3110.942871
	Iteration 14Q: 3 clusters Score -1282913 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1282963.375000 Penalty: 3110.942871
	Iteration 15Q: 3 clusters Score -1282963 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1283010.625000 Penalty: 3110.942871
	Iteration 16Q: 3 clusters Score -1283011 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1283046.375000 Penalty: 3110.942871
	Iteration 17Q: 3 clusters Score -1283046 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1283070.750000 Penalty: 3110.942871
	Iteration 18Q: 3 clusters Score -1283071 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1283082.875000 Penalty: 3110.942871
	Iteration 19Q: 3 clusters Score -1283083 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1283094.000000 Penalty: 3110.942871
	Iteration 20F: 3 clusters Score -1283094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1283107.500000 Penalty: 3110.942871
	Iteration 21Q: 3 clusters Score -1283108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1283116.625000 Penalty: 3110.942871
	Iteration 22Q: 3 clusters Score -1283117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1283117.750000 Penalty: 3110.942871
	Iteration 23Q: 3 clusters Score -1283118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1283125.250000 Penalty: 3110.942871
	Iteration 24Q: 3 clusters Score -1283125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1283127.500000 Penalty: 3110.942871
	Iteration 25Q: 3 clusters Score -1283128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1283129.125000 Penalty: 3110.942871
	Iteration 26Q: 3 clusters Score -1283129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1283130.250000 Penalty: 3110.942871
	Iteration 27Q: 3 clusters Score -1283130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1283134.250000 Penalty: 3110.942871
	Iteration 28Q: 3 clusters Score -1283134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1283135.250000 Penalty: 3110.942871
	Iteration 29Q: 3 clusters Score -1283135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1283136.000000 Penalty: 3110.942871
	Iteration 30Q: 3 clusters Score -1283136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1283139.375000 Penalty: 3110.942871
	Iteration 31Q: 3 clusters Score -1283139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1283142.500000 Penalty: 3110.942871
	Iteration 32Q: 3 clusters Score -1283142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1283143.000000 Penalty: 3110.942871
	Iteration 33Q: 3 clusters Score -1283143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1283146.000000 Penalty: 3110.942871
	Iteration 34Q: 3 clusters Score -1283146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1283149.000000 Penalty: 3110.942871
	Iteration 35Q: 3 clusters Score -1283149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1283148.125000 Penalty: 3110.942871
	Iteration 36Q: 3 clusters Score -1283148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1283150.250000 Penalty: 3110.942871
	Iteration 37Q: 3 clusters Score -1283150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1283149.875000 Penalty: 3110.942871
	Iteration 38Q: 3 clusters Score -1283150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1283150.250000 Penalty: 3110.942871
	Iteration 39Q: 3 clusters Score -1283150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1283153.875000 Penalty: 3110.942871
	Iteration 40F: 3 clusters Score -1283154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1283154.375000 Penalty: 3110.942871
	Iteration 41Q: 3 clusters Score -1283154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1283154.125000 Penalty: 3110.942871
	Iteration 42Q: 3 clusters Score -1283154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1283156.125000 Penalty: 3110.942871
	Iteration 43Q: 3 clusters Score -1283156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1283156.125000 Penalty: 3110.942871
	Iteration 44F: 3 clusters Score -1283156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Entering Unmasked Estep 
Score: -268004.156250 Penalty: 1304.146484
	Iteration 0F: 2 clusters Score -268004.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -265293.562500 Penalty: 2608.292969
	Iteration 0F: 3 clusters Score -265293.6 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -265992.812500 Penalty: 2608.292969
	Iteration 1F: 3 clusters Score -265992.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -266171.625000 Penalty: 2608.292969
	Iteration 2F: 3 clusters Score -266171.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -266287.593750 Penalty: 2608.292969
	Iteration 3F: 3 clusters Score -266287.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -266364.312500 Penalty: 2608.292969
	Iteration 4Q: 3 clusters Score -266364.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -266435.593750 Penalty: 2608.292969
	Iteration 5Q: 3 clusters Score -266435.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -266484.843750 Penalty: 2608.292969
	Iteration 6Q: 3 clusters Score -266484.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -266539.125000 Penalty: 2608.292969
	Iteration 7Q: 3 clusters Score -266539.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -266586.343750 Penalty: 2608.292969
	Iteration 8Q: 3 clusters Score -266586.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -266621.437500 Penalty: 2608.292969
	Iteration 9Q: 3 clusters Score -266621.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -266660.906250 Penalty: 2608.292969
	Iteration 10Q: 3 clusters Score -266660.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -266700.906250 Penalty: 2608.292969
	Iteration 11Q: 3 clusters Score -266700.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -266739.500000 Penalty: 2608.292969
	Iteration 12Q: 3 clusters Score -266739.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -266789.468750 Penalty: 2608.292969
	Iteration 13Q: 3 clusters Score -266789.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -266869.312500 Penalty: 2608.292969
	Iteration 14Q: 3 clusters Score -266869.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -266964.843750 Penalty: 2608.292969
	Iteration 15Q: 3 clusters Score -266964.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -267058.375000 Penalty: 2608.292969
	Iteration 16Q: 3 clusters Score -267058.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -267165.125000 Penalty: 2608.292969
	Iteration 17Q: 3 clusters Score -267165.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -267257.531250 Penalty: 2608.292969
	Iteration 18Q: 3 clusters Score -267257.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -267350.218750 Penalty: 2608.292969
	Iteration 19Q: 3 clusters Score -267350.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -267412.593750 Penalty: 2608.292969
	Iteration 20F: 3 clusters Score -267412.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -267463.968750 Penalty: 2608.292969
	Iteration 21Q: 3 clusters Score -267464 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -267514.906250 Penalty: 2608.292969
	Iteration 22Q: 3 clusters Score -267514.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -267564.031250 Penalty: 2608.292969
	Iteration 23Q: 3 clusters Score -267564 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -267607.656250 Penalty: 2608.292969
	Iteration 24Q: 3 clusters Score -267607.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -267642.281250 Penalty: 2608.292969
	Iteration 25Q: 3 clusters Score -267642.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -267672.468750 Penalty: 2608.292969
	Iteration 26Q: 3 clusters Score -267672.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -267687.718750 Penalty: 2608.292969
	Iteration 27Q: 3 clusters Score -267687.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -267695.875000 Penalty: 2608.292969
	Iteration 28Q: 3 clusters Score -267695.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -267702.968750 Penalty: 2608.292969
	Iteration 29Q: 3 clusters Score -267703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -267710.406250 Penalty: 2608.292969
	Iteration 30Q: 3 clusters Score -267710.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -267716.375000 Penalty: 2608.292969
	Iteration 31Q: 3 clusters Score -267716.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -267717.968750 Penalty: 2608.292969
	Iteration 32Q: 3 clusters Score -267718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -267720.437500 Penalty: 2608.292969
	Iteration 33Q: 3 clusters Score -267720.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -267722.187500 Penalty: 2608.292969
	Iteration 34Q: 3 clusters Score -267722.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -267723.343750 Penalty: 2608.292969
	Iteration 35Q: 3 clusters Score -267723.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -267724.250000 Penalty: 2608.292969
	Iteration 36Q: 3 clusters Score -267724.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -267724.906250 Penalty: 2608.292969
	Iteration 37Q: 3 clusters Score -267724.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -267724.906250 Penalty: 2608.292969
	Iteration 38F: 3 clusters Score -267724.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (27572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Entering Unmasked Estep 
Score: -2275325.500000 Penalty: 1661.490356
	Iteration 0F: 2 clusters Score -2275326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -2256703.750000 Penalty: 3322.980713
	Iteration 0F: 3 clusters Score -2256704 nChanged 12532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -2264220.500000 Penalty: 3322.980713
	Iteration 1F: 3 clusters Score -2264220 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -2265207.750000 Penalty: 3322.980713
	Iteration 2F: 3 clusters Score -2265208 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -2266306.250000 Penalty: 3322.980713
	Iteration 3F: 3 clusters Score -2266306 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -2267496.000000 Penalty: 3322.980713
	Iteration 4F: 3 clusters Score -2267496 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -2268787.000000 Penalty: 3322.980713
	Iteration 5F: 3 clusters Score -2268787 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -2269936.500000 Penalty: 3322.980713
	Iteration 6F: 3 clusters Score -2269936 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -2270824.000000 Penalty: 3322.980713
	Iteration 7Q: 3 clusters Score -2270824 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -2271459.750000 Penalty: 3322.980713
	Iteration 8Q: 3 clusters Score -2271460 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -2271922.500000 Penalty: 3322.980713
	Iteration 9Q: 3 clusters Score -2271922 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -2272233.500000 Penalty: 3322.980713
	Iteration 10Q: 3 clusters Score -2272234 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -2272523.500000 Penalty: 3322.980713
	Iteration 11Q: 3 clusters Score -2272524 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -2272791.000000 Penalty: 3322.980713
	Iteration 12Q: 3 clusters Score -2272791 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -2273053.750000 Penalty: 3322.980713
	Iteration 13Q: 3 clusters Score -2273054 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -2273325.250000 Penalty: 3322.980713
	Iteration 14Q: 3 clusters Score -2273325 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -2273534.500000 Penalty: 3322.980713
	Iteration 15Q: 3 clusters Score -2273534 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -2273741.000000 Penalty: 3322.980713
	Iteration 16Q: 3 clusters Score -2273741 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -2273910.750000 Penalty: 3322.980713
	Iteration 17Q: 3 clusters Score -2273911 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -2274029.250000 Penalty: 3322.980713
	Iteration 18Q: 3 clusters Score -2274029 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -2274099.000000 Penalty: 3322.980713
	Iteration 19Q: 3 clusters Score -2274099 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -2274168.750000 Penalty: 3322.980713
	Iteration 20F: 3 clusters Score -2274169 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -2274216.750000 Penalty: 3322.980713
	Iteration 21Q: 3 clusters Score -2274217 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -2274256.500000 Penalty: 3322.980713
	Iteration 22Q: 3 clusters Score -2274256 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -2274286.250000 Penalty: 3322.980713
	Iteration 23Q: 3 clusters Score -2274286 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -2274330.250000 Penalty: 3322.980713
	Iteration 24Q: 3 clusters Score -2274330 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -2274368.500000 Penalty: 3322.980713
	Iteration 25Q: 3 clusters Score -2274368 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -2274409.250000 Penalty: 3322.980713
	Iteration 26Q: 3 clusters Score -2274409 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -2274448.250000 Penalty: 3322.980713
	Iteration 27Q: 3 clusters Score -2274448 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -2274467.750000 Penalty: 3322.980713
	Iteration 28Q: 3 clusters Score -2274468 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -2274499.250000 Penalty: 3322.980713
	Iteration 29Q: 3 clusters Score -2274499 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -2274517.500000 Penalty: 3322.980713
	Iteration 30Q: 3 clusters Score -2274518 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -2274529.250000 Penalty: 3322.980713
	Iteration 31Q: 3 clusters Score -2274529 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -2274547.750000 Penalty: 3322.980713
	Iteration 32Q: 3 clusters Score -2274548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -2274557.750000 Penalty: 3322.980713
	Iteration 33Q: 3 clusters Score -2274558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -2274569.500000 Penalty: 3322.980713
	Iteration 34Q: 3 clusters Score -2274570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -2274578.750000 Penalty: 3322.980713
	Iteration 35Q: 3 clusters Score -2274579 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -2274581.250000 Penalty: 3322.980713
	Iteration 36Q: 3 clusters Score -2274581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -2274583.750000 Penalty: 3322.980713
	Iteration 37Q: 3 clusters Score -2274584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -2274582.750000 Penalty: 3322.980713
	Iteration 38Q: 3 clusters Score -2274583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -2274596.750000 Penalty: 3322.980713
	Iteration 39Q: 3 clusters Score -2274597 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -2274605.500000 Penalty: 3322.980713
	Iteration 40F: 3 clusters Score -2274606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -2274610.500000 Penalty: 3322.980713
	Iteration 41Q: 3 clusters Score -2274610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -2274615.500000 Penalty: 3322.980713
	Iteration 42Q: 3 clusters Score -2274616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -2274620.500000 Penalty: 3322.980713
	Iteration 43Q: 3 clusters Score -2274620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -2274620.750000 Penalty: 3322.980713
	Iteration 44Q: 3 clusters Score -2274621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -2274624.750000 Penalty: 3322.980713
	Iteration 45Q: 3 clusters Score -2274625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -2274630.500000 Penalty: 3322.980713
	Iteration 46Q: 3 clusters Score -2274630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -2274633.750000 Penalty: 3322.980713
	Iteration 47Q: 3 clusters Score -2274634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -2274634.250000 Penalty: 3322.980713
	Iteration 48Q: 3 clusters Score -2274634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -2274634.750000 Penalty: 3322.980713
	Iteration 49Q: 3 clusters Score -2274635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -2274635.250000 Penalty: 3322.980713
	Iteration 50Q: 3 clusters Score -2274635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -2274635.250000 Penalty: 3322.980713
	Iteration 51Q: 3 clusters Score -2274635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -2274634.750000 Penalty: 3322.980713
	Iteration 52Q: 3 clusters Score -2274635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -2274634.750000 Penalty: 3322.980713
	Iteration 53F: 3 clusters Score -2274635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Entering Unmasked Estep 
Score: -106419.187500 Penalty: 1190.336670
	Iteration 0F: 2 clusters Score -106419.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -104690.078125 Penalty: 2380.673340
	Iteration 0F: 3 clusters Score -104690.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -105200.351562 Penalty: 2380.673340
	Iteration 1F: 3 clusters Score -105200.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -105393.742188 Penalty: 2380.673340
	Iteration 2F: 3 clusters Score -105393.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -105498.445312 Penalty: 2380.673340
	Iteration 3F: 3 clusters Score -105498.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -105561.000000 Penalty: 2380.673340
	Iteration 4Q: 3 clusters Score -105561 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -105598.648438 Penalty: 2380.673340
	Iteration 5Q: 3 clusters Score -105598.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -105630.726562 Penalty: 2380.673340
	Iteration 6Q: 3 clusters Score -105630.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -105642.148438 Penalty: 2380.673340
	Iteration 7Q: 3 clusters Score -105642.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -105657.328125 Penalty: 2380.673340
	Iteration 8Q: 3 clusters Score -105657.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -105665.351562 Penalty: 2380.673340
	Iteration 9Q: 3 clusters Score -105665.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -105672.289062 Penalty: 2380.673340
	Iteration 10Q: 3 clusters Score -105672.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -105677.054688 Penalty: 2380.673340
	Iteration 11Q: 3 clusters Score -105677.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -105684.359375 Penalty: 2380.673340
	Iteration 12Q: 3 clusters Score -105684.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -105692.554688 Penalty: 2380.673340
	Iteration 13Q: 3 clusters Score -105692.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -105703.992188 Penalty: 2380.673340
	Iteration 14Q: 3 clusters Score -105704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -105708.765625 Penalty: 2380.673340
	Iteration 15Q: 3 clusters Score -105708.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -105712.484375 Penalty: 2380.673340
	Iteration 16Q: 3 clusters Score -105712.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -105715.398438 Penalty: 2380.673340
	Iteration 17Q: 3 clusters Score -105715.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -105719.960938 Penalty: 2380.673340
	Iteration 18Q: 3 clusters Score -105720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -105729.132812 Penalty: 2380.673340
	Iteration 19Q: 3 clusters Score -105729.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -105741.679688 Penalty: 2380.673340
	Iteration 20F: 3 clusters Score -105741.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -105751.445312 Penalty: 2380.673340
	Iteration 21Q: 3 clusters Score -105751.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -105760.335938 Penalty: 2380.673340
	Iteration 22Q: 3 clusters Score -105760.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -105765.085938 Penalty: 2380.673340
	Iteration 23Q: 3 clusters Score -105765.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -105769.445312 Penalty: 2380.673340
	Iteration 24Q: 3 clusters Score -105769.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -105773.062500 Penalty: 2380.673340
	Iteration 25Q: 3 clusters Score -105773.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -105775.398438 Penalty: 2380.673340
	Iteration 26Q: 3 clusters Score -105775.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -105775.750000 Penalty: 2380.673340
	Iteration 27Q: 3 clusters Score -105775.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -105775.750000 Penalty: 2380.673340
	Iteration 28F: 3 clusters Score -105775.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Entering Unmasked Estep 
Score: -656177.375000 Penalty: 1444.063843
	Iteration 0F: 2 clusters Score -656177.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -650787.125000 Penalty: 2888.127686
	Iteration 0F: 3 clusters Score -650787.1 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -652494.125000 Penalty: 2888.127686
	Iteration 1F: 3 clusters Score -652494.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -652767.125000 Penalty: 2888.127686
	Iteration 2F: 3 clusters Score -652767.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -653008.375000 Penalty: 2888.127686
	Iteration 3F: 3 clusters Score -653008.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -653269.062500 Penalty: 2888.127686
	Iteration 4F: 3 clusters Score -653269.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -653551.750000 Penalty: 2888.127686
	Iteration 5F: 3 clusters Score -653551.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -653848.187500 Penalty: 2888.127686
	Iteration 6F: 3 clusters Score -653848.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -654096.437500 Penalty: 2888.127686
	Iteration 7Q: 3 clusters Score -654096.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -654293.375000 Penalty: 2888.127686
	Iteration 8Q: 3 clusters Score -654293.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -654473.625000 Penalty: 2888.127686
	Iteration 9Q: 3 clusters Score -654473.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -654635.875000 Penalty: 2888.127686
	Iteration 10Q: 3 clusters Score -654635.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -654803.687500 Penalty: 2888.127686
	Iteration 11Q: 3 clusters Score -654803.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -654957.562500 Penalty: 2888.127686
	Iteration 12Q: 3 clusters Score -654957.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -655093.250000 Penalty: 2888.127686
	Iteration 13Q: 3 clusters Score -655093.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -655163.500000 Penalty: 2888.127686
	Iteration 14Q: 3 clusters Score -655163.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -655197.125000 Penalty: 2888.127686
	Iteration 15Q: 3 clusters Score -655197.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -655214.312500 Penalty: 2888.127686
	Iteration 16Q: 3 clusters Score -655214.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -655229.750000 Penalty: 2888.127686
	Iteration 17Q: 3 clusters Score -655229.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -655236.062500 Penalty: 2888.127686
	Iteration 18Q: 3 clusters Score -655236.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -655241.812500 Penalty: 2888.127686
	Iteration 19Q: 3 clusters Score -655241.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -655243.375000 Penalty: 2888.127686
	Iteration 20F: 3 clusters Score -655243.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -655246.062500 Penalty: 2888.127686
	Iteration 21Q: 3 clusters Score -655246.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -655247.625000 Penalty: 2888.127686
	Iteration 22Q: 3 clusters Score -655247.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -655250.625000 Penalty: 2888.127686
	Iteration 23Q: 3 clusters Score -655250.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -655251.062500 Penalty: 2888.127686
	Iteration 24Q: 3 clusters Score -655251.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -655252.750000 Penalty: 2888.127686
	Iteration 25Q: 3 clusters Score -655252.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -655254.312500 Penalty: 2888.127686
	Iteration 26Q: 3 clusters Score -655254.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -655255.062500 Penalty: 2888.127686
	Iteration 27Q: 3 clusters Score -655255.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -655254.875000 Penalty: 2888.127686
	Iteration 28Q: 3 clusters Score -655254.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -655255.187500 Penalty: 2888.127686
	Iteration 29Q: 3 clusters Score -655255.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -655255.937500 Penalty: 2888.127686
	Iteration 30Q: 3 clusters Score -655255.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -655256.000000 Penalty: 2888.127686
	Iteration 31Q: 3 clusters Score -655256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -655256.000000 Penalty: 2888.127686
	Iteration 32F: 3 clusters Score -655256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Entering Unmasked Estep 
Score: -73046.648438 Penalty: 1100.439453
	Iteration 0F: 2 clusters Score -73046.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -71711.445312 Penalty: 2200.878906
	Iteration 0F: 3 clusters Score -71711.45 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -71946.601562 Penalty: 2200.878906
	Iteration 1F: 3 clusters Score -71946.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -72020.468750 Penalty: 2200.878906
	Iteration 2F: 3 clusters Score -72020.47 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -72084.359375 Penalty: 2200.878906
	Iteration 3Q: 3 clusters Score -72084.36 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -72137.562500 Penalty: 2200.878906
	Iteration 4Q: 3 clusters Score -72137.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -72166.710938 Penalty: 2200.878906
	Iteration 5Q: 3 clusters Score -72166.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -72188.726562 Penalty: 2200.878906
	Iteration 6Q: 3 clusters Score -72188.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -72206.539062 Penalty: 2200.878906
	Iteration 7Q: 3 clusters Score -72206.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -72216.539062 Penalty: 2200.878906
	Iteration 8Q: 3 clusters Score -72216.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -72225.109375 Penalty: 2200.878906
	Iteration 9Q: 3 clusters Score -72225.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -72228.781250 Penalty: 2200.878906
	Iteration 10Q: 3 clusters Score -72228.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -72236.937500 Penalty: 2200.878906
	Iteration 11Q: 3 clusters Score -72236.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -72245.203125 Penalty: 2200.878906
	Iteration 12Q: 3 clusters Score -72245.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -72262.398438 Penalty: 2200.878906
	Iteration 13Q: 3 clusters Score -72262.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -72298.968750 Penalty: 2200.878906
	Iteration 14Q: 3 clusters Score -72298.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -72326.734375 Penalty: 2200.878906
	Iteration 15Q: 3 clusters Score -72326.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -72345.968750 Penalty: 2200.878906
	Iteration 16Q: 3 clusters Score -72345.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -72364.039062 Penalty: 2200.878906
	Iteration 17Q: 3 clusters Score -72364.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -72376.132812 Penalty: 2200.878906
	Iteration 18Q: 3 clusters Score -72376.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -72380.281250 Penalty: 2200.878906
	Iteration 19Q: 3 clusters Score -72380.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -72381.289062 Penalty: 2200.878906
	Iteration 20F: 3 clusters Score -72381.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -72382.257812 Penalty: 2200.878906
	Iteration 21Q: 3 clusters Score -72382.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -72385.367188 Penalty: 2200.878906
	Iteration 22Q: 3 clusters Score -72385.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -72392.601562 Penalty: 2200.878906
	Iteration 23Q: 3 clusters Score -72392.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -72404.234375 Penalty: 2200.878906
	Iteration 24Q: 3 clusters Score -72404.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -72406.726562 Penalty: 2200.878906
	Iteration 25Q: 3 clusters Score -72406.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -72410.125000 Penalty: 2200.878906
	Iteration 26Q: 3 clusters Score -72410.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -72411.632812 Penalty: 2200.878906
	Iteration 27Q: 3 clusters Score -72411.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -72411.632812 Penalty: 2200.878906
	Iteration 28F: 3 clusters Score -72411.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (13522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Entering Unmasked Estep 
Score: -1252771.875000 Penalty: 1545.711914
	Iteration 0F: 2 clusters Score -1252772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1243397.625000 Penalty: 3091.423828
	Iteration 0F: 3 clusters Score -1243398 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1246630.875000 Penalty: 3091.423828
	Iteration 1F: 3 clusters Score -1246631 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1246996.375000 Penalty: 3091.423828
	Iteration 2F: 3 clusters Score -1246996 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1247290.625000 Penalty: 3091.423828
	Iteration 3F: 3 clusters Score -1247291 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1247571.000000 Penalty: 3091.423828
	Iteration 4Q: 3 clusters Score -1247571 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1247884.250000 Penalty: 3091.423828
	Iteration 5Q: 3 clusters Score -1247884 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1248223.875000 Penalty: 3091.423828
	Iteration 6Q: 3 clusters Score -1248224 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1248593.375000 Penalty: 3091.423828
	Iteration 7Q: 3 clusters Score -1248593 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1248978.625000 Penalty: 3091.423828
	Iteration 8Q: 3 clusters Score -1248979 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1249340.750000 Penalty: 3091.423828
	Iteration 9Q: 3 clusters Score -1249341 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1249659.500000 Penalty: 3091.423828
	Iteration 10Q: 3 clusters Score -1249660 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1249909.500000 Penalty: 3091.423828
	Iteration 11Q: 3 clusters Score -1249910 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1250104.250000 Penalty: 3091.423828
	Iteration 12Q: 3 clusters Score -1250104 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1250258.125000 Penalty: 3091.423828
	Iteration 13Q: 3 clusters Score -1250258 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1250384.500000 Penalty: 3091.423828
	Iteration 14Q: 3 clusters Score -1250384 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1250487.500000 Penalty: 3091.423828
	Iteration 15Q: 3 clusters Score -1250488 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1250572.250000 Penalty: 3091.423828
	Iteration 16Q: 3 clusters Score -1250572 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1250654.500000 Penalty: 3091.423828
	Iteration 17Q: 3 clusters Score -1250654 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1250726.000000 Penalty: 3091.423828
	Iteration 18Q: 3 clusters Score -1250726 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1250791.875000 Penalty: 3091.423828
	Iteration 19Q: 3 clusters Score -1250792 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1250874.875000 Penalty: 3091.423828
	Iteration 20F: 3 clusters Score -1250875 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1250941.250000 Penalty: 3091.423828
	Iteration 21Q: 3 clusters Score -1250941 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1250993.875000 Penalty: 3091.423828
	Iteration 22Q: 3 clusters Score -1250994 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1251031.875000 Penalty: 3091.423828
	Iteration 23Q: 3 clusters Score -1251032 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1251067.625000 Penalty: 3091.423828
	Iteration 24Q: 3 clusters Score -1251068 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1251095.250000 Penalty: 3091.423828
	Iteration 25Q: 3 clusters Score -1251095 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1251127.125000 Penalty: 3091.423828
	Iteration 26Q: 3 clusters Score -1251127 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1251143.750000 Penalty: 3091.423828
	Iteration 27Q: 3 clusters Score -1251144 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1251159.625000 Penalty: 3091.423828
	Iteration 28Q: 3 clusters Score -1251160 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1251174.125000 Penalty: 3091.423828
	Iteration 29Q: 3 clusters Score -1251174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1251186.875000 Penalty: 3091.423828
	Iteration 30Q: 3 clusters Score -1251187 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1251199.250000 Penalty: 3091.423828
	Iteration 31Q: 3 clusters Score -1251199 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1251220.500000 Penalty: 3091.423828
	Iteration 32Q: 3 clusters Score -1251220 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1251239.500000 Penalty: 3091.423828
	Iteration 33Q: 3 clusters Score -1251240 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1251260.000000 Penalty: 3091.423828
	Iteration 34Q: 3 clusters Score -1251260 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1251275.250000 Penalty: 3091.423828
	Iteration 35Q: 3 clusters Score -1251275 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1251294.250000 Penalty: 3091.423828
	Iteration 36Q: 3 clusters Score -1251294 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1251314.500000 Penalty: 3091.423828
	Iteration 37Q: 3 clusters Score -1251314 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1251335.625000 Penalty: 3091.423828
	Iteration 38Q: 3 clusters Score -1251336 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1251361.375000 Penalty: 3091.423828
	Iteration 39Q: 3 clusters Score -1251361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1251374.250000 Penalty: 3091.423828
	Iteration 40F: 3 clusters Score -1251374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1251377.500000 Penalty: 3091.423828
	Iteration 41Q: 3 clusters Score -1251378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1251384.500000 Penalty: 3091.423828
	Iteration 42Q: 3 clusters Score -1251384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1251388.750000 Penalty: 3091.423828
	Iteration 43Q: 3 clusters Score -1251389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1251390.375000 Penalty: 3091.423828
	Iteration 44Q: 3 clusters Score -1251390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1251392.250000 Penalty: 3091.423828
	Iteration 45Q: 3 clusters Score -1251392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1251392.500000 Penalty: 3091.423828
	Iteration 46Q: 3 clusters Score -1251392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1251392.500000 Penalty: 3091.423828
	Iteration 47F: 3 clusters Score -1251392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Entering Unmasked Estep 
Score: -104369.531250 Penalty: 1154.423462
	Iteration 0F: 2 clusters Score -104369.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -102790.914062 Penalty: 2308.846924
	Iteration 0F: 3 clusters Score -102790.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -103102.859375 Penalty: 2308.846924
	Iteration 1F: 3 clusters Score -103102.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -103196.429688 Penalty: 2308.846924
	Iteration 2F: 3 clusters Score -103196.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -103229.531250 Penalty: 2308.846924
	Iteration 3Q: 3 clusters Score -103229.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -103259.382812 Penalty: 2308.846924
	Iteration 4Q: 3 clusters Score -103259.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -103280.539062 Penalty: 2308.846924
	Iteration 5Q: 3 clusters Score -103280.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -103292.343750 Penalty: 2308.846924
	Iteration 6Q: 3 clusters Score -103292.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -103300.976562 Penalty: 2308.846924
	Iteration 7Q: 3 clusters Score -103301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -103307.312500 Penalty: 2308.846924
	Iteration 8Q: 3 clusters Score -103307.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -103316.117188 Penalty: 2308.846924
	Iteration 9Q: 3 clusters Score -103316.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -103326.671875 Penalty: 2308.846924
	Iteration 10Q: 3 clusters Score -103326.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -103335.695312 Penalty: 2308.846924
	Iteration 11Q: 3 clusters Score -103335.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -103341.554688 Penalty: 2308.846924
	Iteration 12Q: 3 clusters Score -103341.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -103344.726562 Penalty: 2308.846924
	Iteration 13Q: 3 clusters Score -103344.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -103351.593750 Penalty: 2308.846924
	Iteration 14Q: 3 clusters Score -103351.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -103360.562500 Penalty: 2308.846924
	Iteration 15Q: 3 clusters Score -103360.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -103368.421875 Penalty: 2308.846924
	Iteration 16Q: 3 clusters Score -103368.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -103376.070312 Penalty: 2308.846924
	Iteration 17Q: 3 clusters Score -103376.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -103381.304688 Penalty: 2308.846924
	Iteration 18Q: 3 clusters Score -103381.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -103383.546875 Penalty: 2308.846924
	Iteration 19Q: 3 clusters Score -103383.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -103391.539062 Penalty: 2308.846924
	Iteration 20F: 3 clusters Score -103391.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -103403.093750 Penalty: 2308.846924
	Iteration 21Q: 3 clusters Score -103403.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -103411.929688 Penalty: 2308.846924
	Iteration 22Q: 3 clusters Score -103411.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -103418.367188 Penalty: 2308.846924
	Iteration 23Q: 3 clusters Score -103418.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -103424.492188 Penalty: 2308.846924
	Iteration 24Q: 3 clusters Score -103424.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -103437.804688 Penalty: 2308.846924
	Iteration 25Q: 3 clusters Score -103437.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -103456.132812 Penalty: 2308.846924
	Iteration 26Q: 3 clusters Score -103456.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -103483.390625 Penalty: 2308.846924
	Iteration 27Q: 3 clusters Score -103483.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -103523.921875 Penalty: 2308.846924
	Iteration 28Q: 3 clusters Score -103523.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -103581.101562 Penalty: 2308.846924
	Iteration 29Q: 3 clusters Score -103581.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -103629.882812 Penalty: 2308.846924
	Iteration 30Q: 3 clusters Score -103629.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -103668.820312 Penalty: 2308.846924
	Iteration 31Q: 3 clusters Score -103668.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -103701.382812 Penalty: 2308.846924
	Iteration 32Q: 3 clusters Score -103701.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -103719.250000 Penalty: 2308.846924
	Iteration 33Q: 3 clusters Score -103719.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -103735.648438 Penalty: 2308.846924
	Iteration 34Q: 3 clusters Score -103735.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -103754.343750 Penalty: 2308.846924
	Iteration 35Q: 3 clusters Score -103754.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -103770.242188 Penalty: 2308.846924
	Iteration 36Q: 3 clusters Score -103770.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -103777.453125 Penalty: 2308.846924
	Iteration 37Q: 3 clusters Score -103777.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -103784.726562 Penalty: 2308.846924
	Iteration 38Q: 3 clusters Score -103784.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -103797.781250 Penalty: 2308.846924
	Iteration 39Q: 3 clusters Score -103797.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -103802.648438 Penalty: 2308.846924
	Iteration 40F: 3 clusters Score -103802.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -103804.109375 Penalty: 2308.846924
	Iteration 41Q: 3 clusters Score -103804.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -103805.671875 Penalty: 2308.846924
	Iteration 42Q: 3 clusters Score -103805.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -103808.734375 Penalty: 2308.846924
	Iteration 43Q: 3 clusters Score -103808.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -103808.734375 Penalty: 2308.846924
	Iteration 44F: 3 clusters Score -103808.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Entering Unmasked Estep 
Score: -1013183.750000 Penalty: 1511.086182
	Iteration 0F: 2 clusters Score -1013184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1005319.687500 Penalty: 3022.172363
	Iteration 0F: 3 clusters Score -1005320 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1007981.250000 Penalty: 3022.172363
	Iteration 1F: 3 clusters Score -1007981 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1008271.437500 Penalty: 3022.172363
	Iteration 2F: 3 clusters Score -1008271 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1008535.375000 Penalty: 3022.172363
	Iteration 3F: 3 clusters Score -1008535 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1008787.687500 Penalty: 3022.172363
	Iteration 4Q: 3 clusters Score -1008788 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1009012.375000 Penalty: 3022.172363
	Iteration 5Q: 3 clusters Score -1009012 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1009220.375000 Penalty: 3022.172363
	Iteration 6Q: 3 clusters Score -1009220 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1009427.437500 Penalty: 3022.172363
	Iteration 7Q: 3 clusters Score -1009427 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1009623.937500 Penalty: 3022.172363
	Iteration 8Q: 3 clusters Score -1009624 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1009811.937500 Penalty: 3022.172363
	Iteration 9Q: 3 clusters Score -1009812 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1010014.312500 Penalty: 3022.172363
	Iteration 10Q: 3 clusters Score -1010014 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1010234.312500 Penalty: 3022.172363
	Iteration 11Q: 3 clusters Score -1010234 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1010442.375000 Penalty: 3022.172363
	Iteration 12Q: 3 clusters Score -1010442 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1010652.750000 Penalty: 3022.172363
	Iteration 13Q: 3 clusters Score -1010653 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1010854.312500 Penalty: 3022.172363
	Iteration 14Q: 3 clusters Score -1010854 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1011043.937500 Penalty: 3022.172363
	Iteration 15Q: 3 clusters Score -1011044 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1011201.312500 Penalty: 3022.172363
	Iteration 16Q: 3 clusters Score -1011201 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1011329.875000 Penalty: 3022.172363
	Iteration 17Q: 3 clusters Score -1011330 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1011433.250000 Penalty: 3022.172363
	Iteration 18Q: 3 clusters Score -1011433 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1011510.187500 Penalty: 3022.172363
	Iteration 19Q: 3 clusters Score -1011510 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1011580.312500 Penalty: 3022.172363
	Iteration 20F: 3 clusters Score -1011580 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1011635.625000 Penalty: 3022.172363
	Iteration 21Q: 3 clusters Score -1011636 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1011674.062500 Penalty: 3022.172363
	Iteration 22Q: 3 clusters Score -1011674 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1011716.125000 Penalty: 3022.172363
	Iteration 23Q: 3 clusters Score -1011716 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1011752.187500 Penalty: 3022.172363
	Iteration 24Q: 3 clusters Score -1011752 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1011780.375000 Penalty: 3022.172363
	Iteration 25Q: 3 clusters Score -1011780 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1011807.500000 Penalty: 3022.172363
	Iteration 26Q: 3 clusters Score -1011808 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1011839.187500 Penalty: 3022.172363
	Iteration 27Q: 3 clusters Score -1011839 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1011867.562500 Penalty: 3022.172363
	Iteration 28Q: 3 clusters Score -1011868 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1011890.625000 Penalty: 3022.172363
	Iteration 29Q: 3 clusters Score -1011891 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1011914.875000 Penalty: 3022.172363
	Iteration 30Q: 3 clusters Score -1011915 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1011936.687500 Penalty: 3022.172363
	Iteration 31Q: 3 clusters Score -1011937 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1011949.812500 Penalty: 3022.172363
	Iteration 32Q: 3 clusters Score -1011950 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1011965.187500 Penalty: 3022.172363
	Iteration 33Q: 3 clusters Score -1011965 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1011980.687500 Penalty: 3022.172363
	Iteration 34Q: 3 clusters Score -1011981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1011987.250000 Penalty: 3022.172363
	Iteration 35Q: 3 clusters Score -1011987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1011994.625000 Penalty: 3022.172363
	Iteration 36Q: 3 clusters Score -1011995 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1012005.062500 Penalty: 3022.172363
	Iteration 37Q: 3 clusters Score -1012005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1012012.875000 Penalty: 3022.172363
	Iteration 38Q: 3 clusters Score -1012013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1012017.312500 Penalty: 3022.172363
	Iteration 39Q: 3 clusters Score -1012017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1012018.937500 Penalty: 3022.172363
	Iteration 40F: 3 clusters Score -1012019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1012023.062500 Penalty: 3022.172363
	Iteration 41Q: 3 clusters Score -1012023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1012024.000000 Penalty: 3022.172363
	Iteration 42Q: 3 clusters Score -1012024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1012025.875000 Penalty: 3022.172363
	Iteration 43Q: 3 clusters Score -1012026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1012025.625000 Penalty: 3022.172363
	Iteration 44Q: 3 clusters Score -1012026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1012025.625000 Penalty: 3022.172363
	Iteration 45F: 3 clusters Score -1012026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (70623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70623 members 
Entering Unmasked Estep 
Score: -6523757.500000 Penalty: 1814.330566
	Iteration 0F: 2 clusters Score -6523758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -6476625.500000 Penalty: 3628.661133
	Iteration 0F: 3 clusters Score -6476626 nChanged 33524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -6495491.000000 Penalty: 3628.661133
	Iteration 1F: 3 clusters Score -6495491 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -6495937.500000 Penalty: 3628.661133
	Iteration 2Q: 3 clusters Score -6495938 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -6496428.500000 Penalty: 3628.661133
	Iteration 3Q: 3 clusters Score -6496428 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -6496961.000000 Penalty: 3628.661133
	Iteration 4Q: 3 clusters Score -6496961 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -6497686.500000 Penalty: 3628.661133
	Iteration 5Q: 3 clusters Score -6497686 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -6498855.000000 Penalty: 3628.661133
	Iteration 6Q: 3 clusters Score -6498855 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -6500818.000000 Penalty: 3628.661133
	Iteration 7F: 3 clusters Score -6500818 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -6503740.500000 Penalty: 3628.661133
	Iteration 8F: 3 clusters Score -6503740 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 53171 members 
Entering Unmasked Estep 
Score: -6507593.000000 Penalty: 3628.661133
	Iteration 9F: 3 clusters Score -6507593 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 57615 members 
Entering Unmasked Estep 
Score: -6511538.500000 Penalty: 3628.661133
	Iteration 10F: 3 clusters Score -6511538 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 61411 members 
Entering Unmasked Estep 
Score: -6514861.500000 Penalty: 3628.661133
	Iteration 11F: 3 clusters Score -6514862 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 64258 members 
Entering Unmasked Estep 
Score: -6517218.000000 Penalty: 3628.661133
	Iteration 12Q: 3 clusters Score -6517218 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 66408 members 
Entering Unmasked Estep 
Score: -6519001.000000 Penalty: 3628.661133
	Iteration 13Q: 3 clusters Score -6519001 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 67890 members 
Entering Unmasked Estep 
Score: -6520214.500000 Penalty: 3628.661133
	Iteration 14Q: 3 clusters Score -6520214 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 68854 members 
Entering Unmasked Estep 
Score: -6520987.000000 Penalty: 3628.661133
	Iteration 15Q: 3 clusters Score -6520987 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 69468 members 
Entering Unmasked Estep 
Score: -6521444.500000 Penalty: 3628.661133
	Iteration 16Q: 3 clusters Score -6521444 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 69809 members 
Entering Unmasked Estep 
Score: -6521700.000000 Penalty: 3628.661133
	Iteration 17Q: 3 clusters Score -6521700 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 70005 members 
Entering Unmasked Estep 
Score: -6521844.000000 Penalty: 3628.661133
	Iteration 18Q: 3 clusters Score -6521844 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 70111 members 
Entering Unmasked Estep 
Score: -6521945.000000 Penalty: 3628.661133
	Iteration 19Q: 3 clusters Score -6521945 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 70179 members 
Entering Unmasked Estep 
Score: -6522003.500000 Penalty: 3628.661133
	Iteration 20F: 3 clusters Score -6522004 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 70226 members 
Entering Unmasked Estep 
Score: -6522059.500000 Penalty: 3628.661133
	Iteration 21Q: 3 clusters Score -6522060 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 70253 members 
Entering Unmasked Estep 
Score: -6522090.000000 Penalty: 3628.661133
	Iteration 22Q: 3 clusters Score -6522090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 70272 members 
Entering Unmasked Estep 
Score: -6522104.500000 Penalty: 3628.661133
	Iteration 23Q: 3 clusters Score -6522104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 70278 members 
Entering Unmasked Estep 
Score: -6522117.500000 Penalty: 3628.661133
	Iteration 24Q: 3 clusters Score -6522118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 70281 members 
Entering Unmasked Estep 
Score: -6522124.000000 Penalty: 3628.661133
	Iteration 25Q: 3 clusters Score -6522124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 70290 members 
Entering Unmasked Estep 
Score: -6522135.500000 Penalty: 3628.661133
	Iteration 26Q: 3 clusters Score -6522136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 70301 members 
Entering Unmasked Estep 
Score: -6522151.500000 Penalty: 3628.661133
	Iteration 27Q: 3 clusters Score -6522152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 70303 members 
Entering Unmasked Estep 
Score: -6522151.000000 Penalty: 3628.661133
	Iteration 28Q: 3 clusters Score -6522151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 70307 members 
Entering Unmasked Estep 
Score: -6522157.000000 Penalty: 3628.661133
	Iteration 29Q: 3 clusters Score -6522157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 70308 members 
Entering Unmasked Estep 
Score: -6522160.500000 Penalty: 3628.661133
	Iteration 30Q: 3 clusters Score -6522160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 70308 members 
Entering Unmasked Estep 
Score: -6522160.500000 Penalty: 3628.661133
	Iteration 31F: 3 clusters Score -6522160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Entering Unmasked Estep 
Score: -278828.593750 Penalty: 1308.911499
	Iteration 0F: 2 clusters Score -278828.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -275972.375000 Penalty: 2617.822998
	Iteration 0F: 3 clusters Score -275972.4 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -276695.343750 Penalty: 2617.822998
	Iteration 1F: 3 clusters Score -276695.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -276849.468750 Penalty: 2617.822998
	Iteration 2F: 3 clusters Score -276849.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -276937.375000 Penalty: 2617.822998
	Iteration 3Q: 3 clusters Score -276937.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -276999.531250 Penalty: 2617.822998
	Iteration 4Q: 3 clusters Score -276999.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -277056.156250 Penalty: 2617.822998
	Iteration 5Q: 3 clusters Score -277056.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -277125.281250 Penalty: 2617.822998
	Iteration 6Q: 3 clusters Score -277125.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -277190.468750 Penalty: 2617.822998
	Iteration 7Q: 3 clusters Score -277190.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -277233.656250 Penalty: 2617.822998
	Iteration 8Q: 3 clusters Score -277233.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -277267.750000 Penalty: 2617.822998
	Iteration 9Q: 3 clusters Score -277267.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -277301.718750 Penalty: 2617.822998
	Iteration 10Q: 3 clusters Score -277301.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -277321.156250 Penalty: 2617.822998
	Iteration 11Q: 3 clusters Score -277321.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -277334.968750 Penalty: 2617.822998
	Iteration 12Q: 3 clusters Score -277335 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -277351.000000 Penalty: 2617.822998
	Iteration 13Q: 3 clusters Score -277351 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -277365.906250 Penalty: 2617.822998
	Iteration 14Q: 3 clusters Score -277365.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -277383.406250 Penalty: 2617.822998
	Iteration 15Q: 3 clusters Score -277383.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -277413.718750 Penalty: 2617.822998
	Iteration 16Q: 3 clusters Score -277413.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -277445.625000 Penalty: 2617.822998
	Iteration 17Q: 3 clusters Score -277445.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -277480.781250 Penalty: 2617.822998
	Iteration 18Q: 3 clusters Score -277480.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -277531.000000 Penalty: 2617.822998
	Iteration 19Q: 3 clusters Score -277531 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -277578.281250 Penalty: 2617.822998
	Iteration 20F: 3 clusters Score -277578.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -277629.625000 Penalty: 2617.822998
	Iteration 21Q: 3 clusters Score -277629.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -277683.406250 Penalty: 2617.822998
	Iteration 22Q: 3 clusters Score -277683.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -277756.062500 Penalty: 2617.822998
	Iteration 23Q: 3 clusters Score -277756.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -277848.281250 Penalty: 2617.822998
	Iteration 24Q: 3 clusters Score -277848.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -277973.125000 Penalty: 2617.822998
	Iteration 25Q: 3 clusters Score -277973.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -278086.750000 Penalty: 2617.822998
	Iteration 26Q: 3 clusters Score -278086.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -278188.218750 Penalty: 2617.822998
	Iteration 27Q: 3 clusters Score -278188.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -278266.843750 Penalty: 2617.822998
	Iteration 28Q: 3 clusters Score -278266.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -278328.968750 Penalty: 2617.822998
	Iteration 29Q: 3 clusters Score -278329 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -278374.781250 Penalty: 2617.822998
	Iteration 30Q: 3 clusters Score -278374.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -278419.125000 Penalty: 2617.822998
	Iteration 31Q: 3 clusters Score -278419.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -278446.843750 Penalty: 2617.822998
	Iteration 32Q: 3 clusters Score -278446.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -278462.718750 Penalty: 2617.822998
	Iteration 33Q: 3 clusters Score -278462.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -278472.343750 Penalty: 2617.822998
	Iteration 34Q: 3 clusters Score -278472.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -278479.937500 Penalty: 2617.822998
	Iteration 35Q: 3 clusters Score -278479.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -278486.625000 Penalty: 2617.822998
	Iteration 36Q: 3 clusters Score -278486.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -278489.562500 Penalty: 2617.822998
	Iteration 37Q: 3 clusters Score -278489.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -278490.250000 Penalty: 2617.822998
	Iteration 38Q: 3 clusters Score -278490.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -278490.625000 Penalty: 2617.822998
	Iteration 39F: 3 clusters Score -278490.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -278490.718750 Penalty: 2617.822998
	Iteration 40F: 3 clusters Score -278490.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -278491.718750 Penalty: 2617.822998
	Iteration 41Q: 3 clusters Score -278491.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -278492.875000 Penalty: 2617.822998
	Iteration 42Q: 3 clusters Score -278492.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -278493.125000 Penalty: 2617.822998
	Iteration 43Q: 3 clusters Score -278493.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -278493.125000 Penalty: 2617.822998
	Iteration 44F: 3 clusters Score -278493.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Entering Unmasked Estep 
Score: -120018.945312 Penalty: 1188.072998
	Iteration 0F: 2 clusters Score -120018.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -118313.335938 Penalty: 2376.145996
	Iteration 0F: 3 clusters Score -118313.3 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -118801.921875 Penalty: 2376.145996
	Iteration 1F: 3 clusters Score -118801.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -119038.734375 Penalty: 2376.145996
	Iteration 2F: 3 clusters Score -119038.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -119188.554688 Penalty: 2376.145996
	Iteration 3F: 3 clusters Score -119188.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -119296.796875 Penalty: 2376.145996
	Iteration 4F: 3 clusters Score -119296.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -119361.898438 Penalty: 2376.145996
	Iteration 5Q: 3 clusters Score -119361.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -119405.375000 Penalty: 2376.145996
	Iteration 6Q: 3 clusters Score -119405.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -119435.171875 Penalty: 2376.145996
	Iteration 7Q: 3 clusters Score -119435.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -119459.312500 Penalty: 2376.145996
	Iteration 8Q: 3 clusters Score -119459.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -119468.109375 Penalty: 2376.145996
	Iteration 9Q: 3 clusters Score -119468.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -119474.101562 Penalty: 2376.145996
	Iteration 10Q: 3 clusters Score -119474.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -119479.570312 Penalty: 2376.145996
	Iteration 11Q: 3 clusters Score -119479.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -119488.117188 Penalty: 2376.145996
	Iteration 12Q: 3 clusters Score -119488.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -119494.335938 Penalty: 2376.145996
	Iteration 13Q: 3 clusters Score -119494.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -119498.390625 Penalty: 2376.145996
	Iteration 14Q: 3 clusters Score -119498.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -119499.976562 Penalty: 2376.145996
	Iteration 15Q: 3 clusters Score -119500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -119500.640625 Penalty: 2376.145996
	Iteration 16Q: 3 clusters Score -119500.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -119500.656250 Penalty: 2376.145996
	Iteration 17Q: 3 clusters Score -119500.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -119500.656250 Penalty: 2376.145996
	Iteration 18F: 3 clusters Score -119500.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Entering Unmasked Estep 
Score: -81431.531250 Penalty: 1115.537720
	Iteration 0F: 2 clusters Score -81431.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -80007.140625 Penalty: 2231.075439
	Iteration 0F: 3 clusters Score -80007.14 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -80253.132812 Penalty: 2231.075439
	Iteration 1F: 3 clusters Score -80253.13 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -80300.867188 Penalty: 2231.075439
	Iteration 2F: 3 clusters Score -80300.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -80327.632812 Penalty: 2231.075439
	Iteration 3Q: 3 clusters Score -80327.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -80353.664062 Penalty: 2231.075439
	Iteration 4Q: 3 clusters Score -80353.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -80377.351562 Penalty: 2231.075439
	Iteration 5Q: 3 clusters Score -80377.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -80396.367188 Penalty: 2231.075439
	Iteration 6Q: 3 clusters Score -80396.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -80412.085938 Penalty: 2231.075439
	Iteration 7Q: 3 clusters Score -80412.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -80428.750000 Penalty: 2231.075439
	Iteration 8Q: 3 clusters Score -80428.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -80441.406250 Penalty: 2231.075439
	Iteration 9Q: 3 clusters Score -80441.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -80453.000000 Penalty: 2231.075439
	Iteration 10Q: 3 clusters Score -80453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -80461.312500 Penalty: 2231.075439
	Iteration 11Q: 3 clusters Score -80461.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -80468.812500 Penalty: 2231.075439
	Iteration 12Q: 3 clusters Score -80468.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -80486.093750 Penalty: 2231.075439
	Iteration 13Q: 3 clusters Score -80486.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -80493.843750 Penalty: 2231.075439
	Iteration 14Q: 3 clusters Score -80493.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -80504.132812 Penalty: 2231.075439
	Iteration 15Q: 3 clusters Score -80504.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -80508.765625 Penalty: 2231.075439
	Iteration 16Q: 3 clusters Score -80508.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -80510.117188 Penalty: 2231.075439
	Iteration 17Q: 3 clusters Score -80510.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -80510.117188 Penalty: 2231.075439
	Iteration 18F: 3 clusters Score -80510.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -29013.207031 Penalty: 963.125488
	Iteration 0F: 2 clusters Score -29013.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28056.160156 Penalty: 1926.250977
	Iteration 0F: 3 clusters Score -28056.16 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28185.812500 Penalty: 1926.250977
	Iteration 1F: 3 clusters Score -28185.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -28220.777344 Penalty: 1926.250977
	Iteration 2F: 3 clusters Score -28220.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -28257.455078 Penalty: 1926.250977
	Iteration 3Q: 3 clusters Score -28257.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28292.781250 Penalty: 1926.250977
	Iteration 4Q: 3 clusters Score -28292.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -28301.697266 Penalty: 1926.250977
	Iteration 5Q: 3 clusters Score -28301.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -28312.082031 Penalty: 1926.250977
	Iteration 6Q: 3 clusters Score -28312.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -28317.855469 Penalty: 1926.250977
	Iteration 7Q: 3 clusters Score -28317.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28319.583984 Penalty: 1926.250977
	Iteration 8Q: 3 clusters Score -28319.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -28320.091797 Penalty: 1926.250977
	Iteration 9Q: 3 clusters Score -28320.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -28320.091797 Penalty: 1926.250977
	Iteration 10F: 3 clusters Score -28320.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -38694.414062 Penalty: 993.473389
	Iteration 0F: 2 clusters Score -38694.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -37652.980469 Penalty: 1986.946777
	Iteration 0F: 3 clusters Score -37652.98 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -37786.949219 Penalty: 1986.946777
	Iteration 1F: 3 clusters Score -37786.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37831.070312 Penalty: 1986.946777
	Iteration 2F: 3 clusters Score -37831.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37842.214844 Penalty: 1986.946777
	Iteration 3Q: 3 clusters Score -37842.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -37849.847656 Penalty: 1986.946777
	Iteration 4Q: 3 clusters Score -37849.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -37857.574219 Penalty: 1986.946777
	Iteration 5Q: 3 clusters Score -37857.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -37861.250000 Penalty: 1986.946777
	Iteration 6Q: 3 clusters Score -37861.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -37861.250000 Penalty: 1986.946777
	Iteration 7F: 3 clusters Score -37861.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (86352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86352 members 
Entering Unmasked Estep 
Score: -7958470.000000 Penalty: 1847.005371
	Iteration 0F: 2 clusters Score -7958470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -7900864.500000 Penalty: 3694.010742
	Iteration 0F: 3 clusters Score -7900864 nChanged 40996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 46409 members 
Entering Unmasked Estep 
Score: -7924628.000000 Penalty: 3694.010742
	Iteration 1F: 3 clusters Score -7924628 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 48383 members 
Entering Unmasked Estep 
Score: -7925851.500000 Penalty: 3694.010742
	Iteration 2Q: 3 clusters Score -7925852 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 51296 members 
Entering Unmasked Estep 
Score: -7927572.500000 Penalty: 3694.010742
	Iteration 3Q: 3 clusters Score -7927572 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 55512 members 
Entering Unmasked Estep 
Score: -7930392.000000 Penalty: 3694.010742
	Iteration 4F: 3 clusters Score -7930392 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 61078 members 
Entering Unmasked Estep 
Score: -7934633.000000 Penalty: 3694.010742
	Iteration 5F: 3 clusters Score -7934633 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 67485 members 
Entering Unmasked Estep 
Score: -7940055.000000 Penalty: 3694.010742
	Iteration 6F: 3 clusters Score -7940055 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 73737 members 
Entering Unmasked Estep 
Score: -7945557.500000 Penalty: 3694.010742
	Iteration 7F: 3 clusters Score -7945558 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 78758 members 
Entering Unmasked Estep 
Score: -7950082.000000 Penalty: 3694.010742
	Iteration 8F: 3 clusters Score -7950082 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 82251 members 
Entering Unmasked Estep 
Score: -7953251.500000 Penalty: 3694.010742
	Iteration 9Q: 3 clusters Score -7953252 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 84376 members 
Entering Unmasked Estep 
Score: -7955093.000000 Penalty: 3694.010742
	Iteration 10Q: 3 clusters Score -7955093 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 85436 members 
Entering Unmasked Estep 
Score: -7956047.000000 Penalty: 3694.010742
	Iteration 11Q: 3 clusters Score -7956047 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 85900 members 
Entering Unmasked Estep 
Score: -7956477.000000 Penalty: 3694.010742
	Iteration 12Q: 3 clusters Score -7956477 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 86063 members 
Entering Unmasked Estep 
Score: -7956639.000000 Penalty: 3694.010742
	Iteration 13Q: 3 clusters Score -7956639 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 86129 members 
Entering Unmasked Estep 
Score: -7956711.500000 Penalty: 3694.010742
	Iteration 14Q: 3 clusters Score -7956712 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 86157 members 
Entering Unmasked Estep 
Score: -7956771.500000 Penalty: 3694.010742
	Iteration 15Q: 3 clusters Score -7956772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 86164 members 
Entering Unmasked Estep 
Score: -7956788.000000 Penalty: 3694.010742
	Iteration 16Q: 3 clusters Score -7956788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 86174 members 
Entering Unmasked Estep 
Score: -7956812.000000 Penalty: 3694.010742
	Iteration 17Q: 3 clusters Score -7956812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 86177 members 
Entering Unmasked Estep 
Score: -7956809.500000 Penalty: 3694.010742
	Iteration 18Q: 3 clusters Score -7956810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 86178 members 
Entering Unmasked Estep 
Score: -7956813.000000 Penalty: 3694.010742
	Iteration 19Q: 3 clusters Score -7956813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 86181 members 
Entering Unmasked Estep 
Score: -7956827.000000 Penalty: 3694.010742
	Iteration 20F: 3 clusters Score -7956827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 86182 members 
Entering Unmasked Estep 
Score: -7956829.500000 Penalty: 3694.010742
	Iteration 21Q: 3 clusters Score -7956830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 86184 members 
Entering Unmasked Estep 
Score: -7956833.500000 Penalty: 3694.010742
	Iteration 22Q: 3 clusters Score -7956834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 86186 members 
Entering Unmasked Estep 
Score: -7956837.000000 Penalty: 3694.010742
	Iteration 23Q: 3 clusters Score -7956837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 86187 members 
Entering Unmasked Estep 
Score: -7956836.500000 Penalty: 3694.010742
	Iteration 24Q: 3 clusters Score -7956836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 86188 members 
Entering Unmasked Estep 
Score: -7956837.000000 Penalty: 3694.010742
	Iteration 25Q: 3 clusters Score -7956837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 86190 members 
Entering Unmasked Estep 
Score: -7956845.500000 Penalty: 3694.010742
	Iteration 26Q: 3 clusters Score -7956846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 86190 members 
Entering Unmasked Estep 
Score: -7956845.500000 Penalty: 3694.010742
	Iteration 27F: 3 clusters Score -7956846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Entering Unmasked Estep 
Score: -290431.125000 Penalty: 1329.347656
	Iteration 0F: 2 clusters Score -290431.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -287390.093750 Penalty: 2658.695312
	Iteration 0F: 3 clusters Score -287390.1 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -288244.500000 Penalty: 2658.695312
	Iteration 1F: 3 clusters Score -288244.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -288513.031250 Penalty: 2658.695312
	Iteration 2F: 3 clusters Score -288513 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -288769.843750 Penalty: 2658.695312
	Iteration 3F: 3 clusters Score -288769.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -289010.968750 Penalty: 2658.695312
	Iteration 4F: 3 clusters Score -289011 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -289231.468750 Penalty: 2658.695312
	Iteration 5F: 3 clusters Score -289231.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -289382.625000 Penalty: 2658.695312
	Iteration 6F: 3 clusters Score -289382.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -289456.125000 Penalty: 2658.695312
	Iteration 7Q: 3 clusters Score -289456.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -289502.031250 Penalty: 2658.695312
	Iteration 8Q: 3 clusters Score -289502 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -289538.531250 Penalty: 2658.695312
	Iteration 9Q: 3 clusters Score -289538.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -289568.843750 Penalty: 2658.695312
	Iteration 10Q: 3 clusters Score -289568.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -289592.093750 Penalty: 2658.695312
	Iteration 11Q: 3 clusters Score -289592.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -289610.343750 Penalty: 2658.695312
	Iteration 12Q: 3 clusters Score -289610.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -289624.468750 Penalty: 2658.695312
	Iteration 13Q: 3 clusters Score -289624.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -289637.031250 Penalty: 2658.695312
	Iteration 14Q: 3 clusters Score -289637 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -289646.312500 Penalty: 2658.695312
	Iteration 15Q: 3 clusters Score -289646.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -289654.093750 Penalty: 2658.695312
	Iteration 16Q: 3 clusters Score -289654.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -289662.531250 Penalty: 2658.695312
	Iteration 17Q: 3 clusters Score -289662.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -289670.968750 Penalty: 2658.695312
	Iteration 18Q: 3 clusters Score -289671 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -289677.843750 Penalty: 2658.695312
	Iteration 19Q: 3 clusters Score -289677.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -289679.406250 Penalty: 2658.695312
	Iteration 20F: 3 clusters Score -289679.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -289680.812500 Penalty: 2658.695312
	Iteration 21Q: 3 clusters Score -289680.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -289682.062500 Penalty: 2658.695312
	Iteration 22Q: 3 clusters Score -289682.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -289682.750000 Penalty: 2658.695312
	Iteration 23Q: 3 clusters Score -289682.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -289684.187500 Penalty: 2658.695312
	Iteration 24Q: 3 clusters Score -289684.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -289685.625000 Penalty: 2658.695312
	Iteration 25Q: 3 clusters Score -289685.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -289686.781250 Penalty: 2658.695312
	Iteration 26Q: 3 clusters Score -289686.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -289687.875000 Penalty: 2658.695312
	Iteration 27Q: 3 clusters Score -289687.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -289691.625000 Penalty: 2658.695312
	Iteration 28Q: 3 clusters Score -289691.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -289695.656250 Penalty: 2658.695312
	Iteration 29Q: 3 clusters Score -289695.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -289701.281250 Penalty: 2658.695312
	Iteration 30Q: 3 clusters Score -289701.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -289707.031250 Penalty: 2658.695312
	Iteration 31Q: 3 clusters Score -289707 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -289712.968750 Penalty: 2658.695312
	Iteration 32Q: 3 clusters Score -289713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -289718.906250 Penalty: 2658.695312
	Iteration 33Q: 3 clusters Score -289718.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -289726.625000 Penalty: 2658.695312
	Iteration 34Q: 3 clusters Score -289726.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -289731.250000 Penalty: 2658.695312
	Iteration 35Q: 3 clusters Score -289731.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -289734.937500 Penalty: 2658.695312
	Iteration 36Q: 3 clusters Score -289734.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -289737.562500 Penalty: 2658.695312
	Iteration 37Q: 3 clusters Score -289737.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -289739.312500 Penalty: 2658.695312
	Iteration 38Q: 3 clusters Score -289739.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -289740.281250 Penalty: 2658.695312
	Iteration 39Q: 3 clusters Score -289740.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -289740.250000 Penalty: 2658.695312
	Iteration 40F: 3 clusters Score -289740.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Entering Unmasked Estep 
Score: -250627.171875 Penalty: 1295.581787
	Iteration 0F: 2 clusters Score -250627.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -247994.375000 Penalty: 2591.163574
	Iteration 0F: 3 clusters Score -247994.4 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -248655.296875 Penalty: 2591.163574
	Iteration 1F: 3 clusters Score -248655.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -248812.468750 Penalty: 2591.163574
	Iteration 2F: 3 clusters Score -248812.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -248924.703125 Penalty: 2591.163574
	Iteration 3F: 3 clusters Score -248924.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -249009.796875 Penalty: 2591.163574
	Iteration 4Q: 3 clusters Score -249009.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -249079.515625 Penalty: 2591.163574
	Iteration 5Q: 3 clusters Score -249079.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -249135.500000 Penalty: 2591.163574
	Iteration 6Q: 3 clusters Score -249135.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -249189.437500 Penalty: 2591.163574
	Iteration 7Q: 3 clusters Score -249189.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -249233.953125 Penalty: 2591.163574
	Iteration 8Q: 3 clusters Score -249234 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -249265.500000 Penalty: 2591.163574
	Iteration 9Q: 3 clusters Score -249265.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -249290.671875 Penalty: 2591.163574
	Iteration 10Q: 3 clusters Score -249290.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -249321.328125 Penalty: 2591.163574
	Iteration 11Q: 3 clusters Score -249321.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -249354.031250 Penalty: 2591.163574
	Iteration 12Q: 3 clusters Score -249354 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -249380.500000 Penalty: 2591.163574
	Iteration 13Q: 3 clusters Score -249380.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -249398.500000 Penalty: 2591.163574
	Iteration 14Q: 3 clusters Score -249398.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -249416.109375 Penalty: 2591.163574
	Iteration 15Q: 3 clusters Score -249416.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -249428.625000 Penalty: 2591.163574
	Iteration 16Q: 3 clusters Score -249428.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -249441.078125 Penalty: 2591.163574
	Iteration 17Q: 3 clusters Score -249441.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -249457.359375 Penalty: 2591.163574
	Iteration 18Q: 3 clusters Score -249457.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -249467.187500 Penalty: 2591.163574
	Iteration 19Q: 3 clusters Score -249467.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -249473.562500 Penalty: 2591.163574
	Iteration 20F: 3 clusters Score -249473.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -249479.671875 Penalty: 2591.163574
	Iteration 21Q: 3 clusters Score -249479.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -249485.000000 Penalty: 2591.163574
	Iteration 22Q: 3 clusters Score -249485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -249491.484375 Penalty: 2591.163574
	Iteration 23Q: 3 clusters Score -249491.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -249498.296875 Penalty: 2591.163574
	Iteration 24Q: 3 clusters Score -249498.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -249502.343750 Penalty: 2591.163574
	Iteration 25Q: 3 clusters Score -249502.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -249504.578125 Penalty: 2591.163574
	Iteration 26Q: 3 clusters Score -249504.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -249507.437500 Penalty: 2591.163574
	Iteration 27Q: 3 clusters Score -249507.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -249510.015625 Penalty: 2591.163574
	Iteration 28Q: 3 clusters Score -249510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -249512.796875 Penalty: 2591.163574
	Iteration 29Q: 3 clusters Score -249512.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -249515.109375 Penalty: 2591.163574
	Iteration 30Q: 3 clusters Score -249515.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -249517.250000 Penalty: 2591.163574
	Iteration 31Q: 3 clusters Score -249517.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -249519.937500 Penalty: 2591.163574
	Iteration 32Q: 3 clusters Score -249519.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -249522.562500 Penalty: 2591.163574
	Iteration 33Q: 3 clusters Score -249522.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -249524.968750 Penalty: 2591.163574
	Iteration 34Q: 3 clusters Score -249525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -249525.656250 Penalty: 2591.163574
	Iteration 35Q: 3 clusters Score -249525.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -249527.125000 Penalty: 2591.163574
	Iteration 36Q: 3 clusters Score -249527.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -249529.218750 Penalty: 2591.163574
	Iteration 37Q: 3 clusters Score -249529.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -249529.343750 Penalty: 2591.163574
	Iteration 38Q: 3 clusters Score -249529.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -249532.000000 Penalty: 2591.163574
	Iteration 39Q: 3 clusters Score -249532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -249536.140625 Penalty: 2591.163574
	Iteration 40F: 3 clusters Score -249536.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -249540.078125 Penalty: 2591.163574
	Iteration 41Q: 3 clusters Score -249540.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -249542.359375 Penalty: 2591.163574
	Iteration 42Q: 3 clusters Score -249542.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -249546.625000 Penalty: 2591.163574
	Iteration 43Q: 3 clusters Score -249546.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -249549.734375 Penalty: 2591.163574
	Iteration 44Q: 3 clusters Score -249549.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -249552.593750 Penalty: 2591.163574
	Iteration 45Q: 3 clusters Score -249552.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -249554.125000 Penalty: 2591.163574
	Iteration 46Q: 3 clusters Score -249554.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -249554.953125 Penalty: 2591.163574
	Iteration 47Q: 3 clusters Score -249555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -249555.125000 Penalty: 2591.163574
	Iteration 48Q: 3 clusters Score -249555.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -249557.046875 Penalty: 2591.163574
	Iteration 49Q: 3 clusters Score -249557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -249559.343750 Penalty: 2591.163574
	Iteration 50Q: 3 clusters Score -249559.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -249562.640625 Penalty: 2591.163574
	Iteration 51Q: 3 clusters Score -249562.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -249565.828125 Penalty: 2591.163574
	Iteration 52Q: 3 clusters Score -249565.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -249567.515625 Penalty: 2591.163574
	Iteration 53Q: 3 clusters Score -249567.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -249568.687500 Penalty: 2591.163574
	Iteration 54Q: 3 clusters Score -249568.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -249571.640625 Penalty: 2591.163574
	Iteration 55Q: 3 clusters Score -249571.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -249572.031250 Penalty: 2591.163574
	Iteration 56Q: 3 clusters Score -249572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -249572.421875 Penalty: 2591.163574
	Iteration 57Q: 3 clusters Score -249572.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -249573.078125 Penalty: 2591.163574
	Iteration 58Q: 3 clusters Score -249573.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -249573.218750 Penalty: 2591.163574
	Iteration 59Q: 3 clusters Score -249573.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -249573.828125 Penalty: 2591.163574
	Iteration 60F: 3 clusters Score -249573.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -249575.140625 Penalty: 2591.163574
	Iteration 61Q: 3 clusters Score -249575.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -249576.484375 Penalty: 2591.163574
	Iteration 62Q: 3 clusters Score -249576.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -249577.968750 Penalty: 2591.163574
	Iteration 63Q: 3 clusters Score -249578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -249578.843750 Penalty: 2591.163574
	Iteration 64Q: 3 clusters Score -249578.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -249579.125000 Penalty: 2591.163574
	Iteration 65Q: 3 clusters Score -249579.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -249580.234375 Penalty: 2591.163574
	Iteration 66Q: 3 clusters Score -249580.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -249580.828125 Penalty: 2591.163574
	Iteration 67Q: 3 clusters Score -249580.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -249580.828125 Penalty: 2591.163574
	Iteration 68F: 3 clusters Score -249580.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -132250.828125 Penalty: 1224.832397
	Iteration 0F: 2 clusters Score -132250.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -130345.351562 Penalty: 2449.664795
	Iteration 0F: 3 clusters Score -130345.4 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -131019.320312 Penalty: 2449.664795
	Iteration 1F: 3 clusters Score -131019.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -131219.125000 Penalty: 2449.664795
	Iteration 2F: 3 clusters Score -131219.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -131330.750000 Penalty: 2449.664795
	Iteration 3F: 3 clusters Score -131330.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -131392.109375 Penalty: 2449.664795
	Iteration 4Q: 3 clusters Score -131392.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -131443.218750 Penalty: 2449.664795
	Iteration 5Q: 3 clusters Score -131443.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -131475.546875 Penalty: 2449.664795
	Iteration 6Q: 3 clusters Score -131475.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -131500.843750 Penalty: 2449.664795
	Iteration 7Q: 3 clusters Score -131500.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -131518.515625 Penalty: 2449.664795
	Iteration 8Q: 3 clusters Score -131518.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -131526.109375 Penalty: 2449.664795
	Iteration 9Q: 3 clusters Score -131526.1 nChanged 13
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: -131531.359375 Penalty: 2449.664795
	Iteration 10Q: 3 clusters Score -131531.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -131538.062500 Penalty: 2449.664795
	Iteration 11Q: 3 clusters Score -131538.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -131542.296875 Penalty: 2449.664795
	Iteration 12Q: 3 clusters Score -131542.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -131548.578125 Penalty: 2449.664795
	Iteration 13Q: 3 clusters Score -131548.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -131551.859375 Penalty: 2449.664795
	Iteration 14Q: 3 clusters Score -131551.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -131552.687500 Penalty: 2449.664795
	Iteration 15Q: 3 clusters Score -131552.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -131553.968750 Penalty: 2449.664795
	Iteration 16Q: 3 clusters Score -131554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -131554.281250 Penalty: 2449.664795
	Iteration 17Q: 3 clusters Score -131554.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -131554.281250 Penalty: 2449.664795
	Iteration 18F: 3 clusters Score -131554.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Entering Unmasked Estep 
Score: -259055.578125 Penalty: 1302.866089
	Iteration 0F: 2 clusters Score -259055.6 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 1479 members 
Entering Unmasked Estep 
Score: -256283.328125 Penalty: 2605.732178
	Iteration 0F: 3 clusters Score -256283.3 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -256997.796875 Penalty: 2605.732178
	Iteration 1F: 3 clusters Score -256997.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -257190.625000 Penalty: 2605.732178
	Iteration 2F: 3 clusters Score -257190.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -257409.328125 Penalty: 2605.732178
	Iteration 3F: 3 clusters Score -257409.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -257668.218750 Penalty: 2605.732178
	Iteration 4F: 3 clusters Score -257668.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -257984.515625 Penalty: 2605.732178
	Iteration 5F: 3 clusters Score -257984.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -258214.468750 Penalty: 2605.732178
	Iteration 6F: 3 clusters Score -258214.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -258333.718750 Penalty: 2605.732178
	Iteration 7Q: 3 clusters Score -258333.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -258396.484375 Penalty: 2605.732178
	Iteration 8Q: 3 clusters Score -258396.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -258440.093750 Penalty: 2605.732178
	Iteration 9Q: 3 clusters Score -258440.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -258461.734375 Penalty: 2605.732178
	Iteration 10Q: 3 clusters Score -258461.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -258471.484375 Penalty: 2605.732178
	Iteration 11Q: 3 clusters Score -258471.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -258476.703125 Penalty: 2605.732178
	Iteration 12Q: 3 clusters Score -258476.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -258478.687500 Penalty: 2605.732178
	Iteration 13Q: 3 clusters Score -258478.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -258479.625000 Penalty: 2605.732178
	Iteration 14Q: 3 clusters Score -258479.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -258480.015625 Penalty: 2605.732178
	Iteration 15Q: 3 clusters Score -258480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -258481.718750 Penalty: 2605.732178
	Iteration 16Q: 3 clusters Score -258481.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -258482.046875 Penalty: 2605.732178
	Iteration 17Q: 3 clusters Score -258482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -258482.437500 Penalty: 2605.732178
	Iteration 18Q: 3 clusters Score -258482.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -258483.031250 Penalty: 2605.732178
	Iteration 19Q: 3 clusters Score -258483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -258483.562500 Penalty: 2605.732178
	Iteration 20F: 3 clusters Score -258483.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -258485.000000 Penalty: 2605.732178
	Iteration 21Q: 3 clusters Score -258485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -258485.437500 Penalty: 2605.732178
	Iteration 22Q: 3 clusters Score -258485.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -258486.875000 Penalty: 2605.732178
	Iteration 23Q: 3 clusters Score -258486.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -258487.531250 Penalty: 2605.732178
	Iteration 24Q: 3 clusters Score -258487.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -258488.046875 Penalty: 2605.732178
	Iteration 25Q: 3 clusters Score -258488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -258488.046875 Penalty: 2605.732178
	Iteration 26F: 3 clusters Score -258488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -86504.945312 Penalty: 1125.089722
	Iteration 0F: 2 clusters Score -86504.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -85066.515625 Penalty: 2250.179443
	Iteration 0F: 3 clusters Score -85066.52 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -85369.992188 Penalty: 2250.179443
	Iteration 1F: 3 clusters Score -85369.99 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -85433.546875 Penalty: 2250.179443
	Iteration 2F: 3 clusters Score -85433.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -85457.007812 Penalty: 2250.179443
	Iteration 3Q: 3 clusters Score -85457.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -85481.046875 Penalty: 2250.179443
	Iteration 4Q: 3 clusters Score -85481.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -85501.093750 Penalty: 2250.179443
	Iteration 5Q: 3 clusters Score -85501.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -85518.312500 Penalty: 2250.179443
	Iteration 6Q: 3 clusters Score -85518.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -85542.179688 Penalty: 2250.179443
	Iteration 7Q: 3 clusters Score -85542.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -85560.664062 Penalty: 2250.179443
	Iteration 8Q: 3 clusters Score -85560.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -85589.320312 Penalty: 2250.179443
	Iteration 9Q: 3 clusters Score -85589.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -85623.554688 Penalty: 2250.179443
	Iteration 10Q: 3 clusters Score -85623.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -85645.453125 Penalty: 2250.179443
	Iteration 11Q: 3 clusters Score -85645.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -85661.015625 Penalty: 2250.179443
	Iteration 12Q: 3 clusters Score -85661.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -85677.804688 Penalty: 2250.179443
	Iteration 13Q: 3 clusters Score -85677.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -85693.804688 Penalty: 2250.179443
	Iteration 14Q: 3 clusters Score -85693.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -85710.367188 Penalty: 2250.179443
	Iteration 15Q: 3 clusters Score -85710.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -85722.695312 Penalty: 2250.179443
	Iteration 16Q: 3 clusters Score -85722.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -85726.937500 Penalty: 2250.179443
	Iteration 17Q: 3 clusters Score -85726.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -85729.765625 Penalty: 2250.179443
	Iteration 18Q: 3 clusters Score -85729.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -85731.984375 Penalty: 2250.179443
	Iteration 19Q: 3 clusters Score -85731.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -85733.984375 Penalty: 2250.179443
	Iteration 20F: 3 clusters Score -85733.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -85738.031250 Penalty: 2250.179443
	Iteration 21Q: 3 clusters Score -85738.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -85746.437500 Penalty: 2250.179443
	Iteration 22Q: 3 clusters Score -85746.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -85753.414062 Penalty: 2250.179443
	Iteration 23Q: 3 clusters Score -85753.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -85760.015625 Penalty: 2250.179443
	Iteration 24Q: 3 clusters Score -85760.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -85769.164062 Penalty: 2250.179443
	Iteration 25Q: 3 clusters Score -85769.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -85774.250000 Penalty: 2250.179443
	Iteration 26Q: 3 clusters Score -85774.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -85781.515625 Penalty: 2250.179443
	Iteration 27Q: 3 clusters Score -85781.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -85788.867188 Penalty: 2250.179443
	Iteration 28Q: 3 clusters Score -85788.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -85791.765625 Penalty: 2250.179443
	Iteration 29Q: 3 clusters Score -85791.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -85793.195312 Penalty: 2250.179443
	Iteration 30Q: 3 clusters Score -85793.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -85795.945312 Penalty: 2250.179443
	Iteration 31Q: 3 clusters Score -85795.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -85796.765625 Penalty: 2250.179443
	Iteration 32Q: 3 clusters Score -85796.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -85798.046875 Penalty: 2250.179443
	Iteration 33Q: 3 clusters Score -85798.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -85798.046875 Penalty: 2250.179443
	Iteration 34F: 3 clusters Score -85798.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Entering Unmasked Estep 
Score: -235016.078125 Penalty: 1285.172607
	Iteration 0F: 2 clusters Score -235016.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -232433.593750 Penalty: 2570.345215
	Iteration 0F: 3 clusters Score -232433.6 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -233121.343750 Penalty: 2570.345215
	Iteration 1F: 3 clusters Score -233121.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -233350.765625 Penalty: 2570.345215
	Iteration 2F: 3 clusters Score -233350.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -233601.375000 Penalty: 2570.345215
	Iteration 3F: 3 clusters Score -233601.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -233842.437500 Penalty: 2570.345215
	Iteration 4F: 3 clusters Score -233842.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -234035.015625 Penalty: 2570.345215
	Iteration 5F: 3 clusters Score -234035 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -234168.625000 Penalty: 2570.345215
	Iteration 6F: 3 clusters Score -234168.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -234274.312500 Penalty: 2570.345215
	Iteration 7Q: 3 clusters Score -234274.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -234367.812500 Penalty: 2570.345215
	Iteration 8Q: 3 clusters Score -234367.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -234437.640625 Penalty: 2570.345215
	Iteration 9Q: 3 clusters Score -234437.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -234504.140625 Penalty: 2570.345215
	Iteration 10Q: 3 clusters Score -234504.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -234568.812500 Penalty: 2570.345215
	Iteration 11Q: 3 clusters Score -234568.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -234624.671875 Penalty: 2570.345215
	Iteration 12Q: 3 clusters Score -234624.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -234659.703125 Penalty: 2570.345215
	Iteration 13Q: 3 clusters Score -234659.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -234682.218750 Penalty: 2570.345215
	Iteration 14Q: 3 clusters Score -234682.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -234691.734375 Penalty: 2570.345215
	Iteration 15Q: 3 clusters Score -234691.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -234694.062500 Penalty: 2570.345215
	Iteration 16Q: 3 clusters Score -234694.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -234695.921875 Penalty: 2570.345215
	Iteration 17Q: 3 clusters Score -234695.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -234697.000000 Penalty: 2570.345215
	Iteration 18Q: 3 clusters Score -234697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -234697.375000 Penalty: 2570.345215
	Iteration 19Q: 3 clusters Score -234697.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -234699.078125 Penalty: 2570.345215
	Iteration 20F: 3 clusters Score -234699.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -234700.828125 Penalty: 2570.345215
	Iteration 21Q: 3 clusters Score -234700.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -234702.015625 Penalty: 2570.345215
	Iteration 22Q: 3 clusters Score -234702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -234702.015625 Penalty: 2570.345215
	Iteration 23F: 3 clusters Score -234702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Entering Unmasked Estep 
Score: -127910.921875 Penalty: 1183.113281
	Iteration 0F: 2 clusters Score -127910.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -126181.437500 Penalty: 2366.226562
	Iteration 0F: 3 clusters Score -126181.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -126547.484375 Penalty: 2366.226562
	Iteration 1F: 3 clusters Score -126547.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -126644.796875 Penalty: 2366.226562
	Iteration 2F: 3 clusters Score -126644.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -126690.234375 Penalty: 2366.226562
	Iteration 3Q: 3 clusters Score -126690.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -126729.992188 Penalty: 2366.226562
	Iteration 4Q: 3 clusters Score -126730 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -126787.414062 Penalty: 2366.226562
	Iteration 5Q: 3 clusters Score -126787.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -126827.921875 Penalty: 2366.226562
	Iteration 6Q: 3 clusters Score -126827.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -126855.804688 Penalty: 2366.226562
	Iteration 7Q: 3 clusters Score -126855.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -126870.289062 Penalty: 2366.226562
	Iteration 8Q: 3 clusters Score -126870.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -126879.539062 Penalty: 2366.226562
	Iteration 9Q: 3 clusters Score -126879.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -126889.226562 Penalty: 2366.226562
	Iteration 10Q: 3 clusters Score -126889.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -126899.085938 Penalty: 2366.226562
	Iteration 11Q: 3 clusters Score -126899.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -126907.265625 Penalty: 2366.226562
	Iteration 12Q: 3 clusters Score -126907.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -126914.078125 Penalty: 2366.226562
	Iteration 13Q: 3 clusters Score -126914.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -126921.898438 Penalty: 2366.226562
	Iteration 14Q: 3 clusters Score -126921.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -126925.929688 Penalty: 2366.226562
	Iteration 15Q: 3 clusters Score -126925.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -126927.976562 Penalty: 2366.226562
	Iteration 16Q: 3 clusters Score -126928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -126929.125000 Penalty: 2366.226562
	Iteration 17Q: 3 clusters Score -126929.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -126929.875000 Penalty: 2366.226562
	Iteration 18Q: 3 clusters Score -126929.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -126933.554688 Penalty: 2366.226562
	Iteration 19Q: 3 clusters Score -126933.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -126937.015625 Penalty: 2366.226562
	Iteration 20F: 3 clusters Score -126937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -126939.703125 Penalty: 2366.226562
	Iteration 21Q: 3 clusters Score -126939.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -126940.703125 Penalty: 2366.226562
	Iteration 22Q: 3 clusters Score -126940.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -126940.703125 Penalty: 2366.226562
	Iteration 23F: 3 clusters Score -126940.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Entering Unmasked Estep 
Score: -380659.000000 Penalty: 1356.252197
	Iteration 0F: 2 clusters Score -380659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -377200.218750 Penalty: 2712.504395
	Iteration 0F: 3 clusters Score -377200.2 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -378202.125000 Penalty: 2712.504395
	Iteration 1F: 3 clusters Score -378202.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -378481.812500 Penalty: 2712.504395
	Iteration 2F: 3 clusters Score -378481.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -378773.468750 Penalty: 2712.504395
	Iteration 3F: 3 clusters Score -378773.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -379129.781250 Penalty: 2712.504395
	Iteration 4F: 3 clusters Score -379129.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -379506.750000 Penalty: 2712.504395
	Iteration 5F: 3 clusters Score -379506.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -379839.843750 Penalty: 2712.504395
	Iteration 6F: 3 clusters Score -379839.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -380126.562500 Penalty: 2712.504395
	Iteration 7F: 3 clusters Score -380126.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -380334.562500 Penalty: 2712.504395
	Iteration 8Q: 3 clusters Score -380334.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -380459.625000 Penalty: 2712.504395
	Iteration 9Q: 3 clusters Score -380459.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -380507.593750 Penalty: 2712.504395
	Iteration 10Q: 3 clusters Score -380507.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -380533.156250 Penalty: 2712.504395
	Iteration 11Q: 3 clusters Score -380533.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -380540.781250 Penalty: 2712.504395
	Iteration 12Q: 3 clusters Score -380540.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -380543.843750 Penalty: 2712.504395
	Iteration 13Q: 3 clusters Score -380543.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -380547.343750 Penalty: 2712.504395
	Iteration 14Q: 3 clusters Score -380547.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -380548.031250 Penalty: 2712.504395
	Iteration 15Q: 3 clusters Score -380548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -380549.406250 Penalty: 2712.504395
	Iteration 16Q: 3 clusters Score -380549.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -380549.875000 Penalty: 2712.504395
	Iteration 17Q: 3 clusters Score -380549.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -380551.500000 Penalty: 2712.504395
	Iteration 18Q: 3 clusters Score -380551.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -380552.968750 Penalty: 2712.504395
	Iteration 19Q: 3 clusters Score -380553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -380552.968750 Penalty: 2712.504395
	Iteration 20F: 3 clusters Score -380553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -380555.125000 Penalty: 2712.504395
	Iteration 21Q: 3 clusters Score -380555.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -380556.093750 Penalty: 2712.504395
	Iteration 22Q: 3 clusters Score -380556.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -380556.093750 Penalty: 2712.504395
	Iteration 23F: 3 clusters Score -380556.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (7038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Entering Unmasked Estep 
Score: -627104.937500 Penalty: 1439.600342
	Iteration 0F: 2 clusters Score -627104.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -621904.625000 Penalty: 2879.200684
	Iteration 0F: 3 clusters Score -621904.6 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -623373.250000 Penalty: 2879.200684
	Iteration 1F: 3 clusters Score -623373.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -623557.375000 Penalty: 2879.200684
	Iteration 2F: 3 clusters Score -623557.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -623683.375000 Penalty: 2879.200684
	Iteration 3Q: 3 clusters Score -623683.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -623770.625000 Penalty: 2879.200684
	Iteration 4Q: 3 clusters Score -623770.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -623840.125000 Penalty: 2879.200684
	Iteration 5Q: 3 clusters Score -623840.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -623905.812500 Penalty: 2879.200684
	Iteration 6Q: 3 clusters Score -623905.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -623965.187500 Penalty: 2879.200684
	Iteration 7Q: 3 clusters Score -623965.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -624029.375000 Penalty: 2879.200684
	Iteration 8Q: 3 clusters Score -624029.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -624104.312500 Penalty: 2879.200684
	Iteration 9Q: 3 clusters Score -624104.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -624202.500000 Penalty: 2879.200684
	Iteration 10Q: 3 clusters Score -624202.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -624306.750000 Penalty: 2879.200684
	Iteration 11Q: 3 clusters Score -624306.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -624427.812500 Penalty: 2879.200684
	Iteration 12Q: 3 clusters Score -624427.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -624561.125000 Penalty: 2879.200684
	Iteration 13Q: 3 clusters Score -624561.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -624700.812500 Penalty: 2879.200684
	Iteration 14Q: 3 clusters Score -624700.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -624836.250000 Penalty: 2879.200684
	Iteration 15Q: 3 clusters Score -624836.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -624974.625000 Penalty: 2879.200684
	Iteration 16Q: 3 clusters Score -624974.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -625096.875000 Penalty: 2879.200684
	Iteration 17Q: 3 clusters Score -625096.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -625193.437500 Penalty: 2879.200684
	Iteration 18Q: 3 clusters Score -625193.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -625268.375000 Penalty: 2879.200684
	Iteration 19Q: 3 clusters Score -625268.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -625316.062500 Penalty: 2879.200684
	Iteration 20F: 3 clusters Score -625316.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -625357.187500 Penalty: 2879.200684
	Iteration 21Q: 3 clusters Score -625357.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -625389.062500 Penalty: 2879.200684
	Iteration 22Q: 3 clusters Score -625389.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -625415.875000 Penalty: 2879.200684
	Iteration 23Q: 3 clusters Score -625415.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -625439.375000 Penalty: 2879.200684
	Iteration 24Q: 3 clusters Score -625439.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -625453.750000 Penalty: 2879.200684
	Iteration 25Q: 3 clusters Score -625453.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -625470.875000 Penalty: 2879.200684
	Iteration 26Q: 3 clusters Score -625470.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -625490.562500 Penalty: 2879.200684
	Iteration 27Q: 3 clusters Score -625490.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -625512.500000 Penalty: 2879.200684
	Iteration 28Q: 3 clusters Score -625512.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -625527.625000 Penalty: 2879.200684
	Iteration 29Q: 3 clusters Score -625527.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -625537.500000 Penalty: 2879.200684
	Iteration 30Q: 3 clusters Score -625537.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -625543.750000 Penalty: 2879.200684
	Iteration 31Q: 3 clusters Score -625543.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -625552.687500 Penalty: 2879.200684
	Iteration 32Q: 3 clusters Score -625552.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -625562.687500 Penalty: 2879.200684
	Iteration 33Q: 3 clusters Score -625562.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -625573.687500 Penalty: 2879.200684
	Iteration 34Q: 3 clusters Score -625573.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -625587.500000 Penalty: 2879.200684
	Iteration 35Q: 3 clusters Score -625587.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -625601.812500 Penalty: 2879.200684
	Iteration 36Q: 3 clusters Score -625601.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -625612.500000 Penalty: 2879.200684
	Iteration 37Q: 3 clusters Score -625612.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -625623.187500 Penalty: 2879.200684
	Iteration 38Q: 3 clusters Score -625623.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -625628.562500 Penalty: 2879.200684
	Iteration 39Q: 3 clusters Score -625628.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -625636.125000 Penalty: 2879.200684
	Iteration 40F: 3 clusters Score -625636.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -625642.062500 Penalty: 2879.200684
	Iteration 41Q: 3 clusters Score -625642.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -625646.750000 Penalty: 2879.200684
	Iteration 42Q: 3 clusters Score -625646.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -625652.125000 Penalty: 2879.200684
	Iteration 43Q: 3 clusters Score -625652.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -625660.625000 Penalty: 2879.200684
	Iteration 44Q: 3 clusters Score -625660.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -625669.937500 Penalty: 2879.200684
	Iteration 45Q: 3 clusters Score -625669.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -625678.875000 Penalty: 2879.200684
	Iteration 46Q: 3 clusters Score -625678.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -625691.125000 Penalty: 2879.200684
	Iteration 47Q: 3 clusters Score -625691.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -625701.687500 Penalty: 2879.200684
	Iteration 48Q: 3 clusters Score -625701.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -625708.062500 Penalty: 2879.200684
	Iteration 49Q: 3 clusters Score -625708.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -625713.000000 Penalty: 2879.200684
	Iteration 50Q: 3 clusters Score -625713 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -625721.875000 Penalty: 2879.200684
	Iteration 51Q: 3 clusters Score -625721.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -625730.062500 Penalty: 2879.200684
	Iteration 52Q: 3 clusters Score -625730.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -625737.750000 Penalty: 2879.200684
	Iteration 53Q: 3 clusters Score -625737.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -625746.437500 Penalty: 2879.200684
	Iteration 54Q: 3 clusters Score -625746.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -625753.875000 Penalty: 2879.200684
	Iteration 55Q: 3 clusters Score -625753.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -625759.937500 Penalty: 2879.200684
	Iteration 56Q: 3 clusters Score -625759.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -625763.437500 Penalty: 2879.200684
	Iteration 57Q: 3 clusters Score -625763.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -625766.625000 Penalty: 2879.200684
	Iteration 58Q: 3 clusters Score -625766.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -625772.062500 Penalty: 2879.200684
	Iteration 59Q: 3 clusters Score -625772.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -625779.125000 Penalty: 2879.200684
	Iteration 60F: 3 clusters Score -625779.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -625785.937500 Penalty: 2879.200684
	Iteration 61Q: 3 clusters Score -625785.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -625788.750000 Penalty: 2879.200684
	Iteration 62Q: 3 clusters Score -625788.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -625793.875000 Penalty: 2879.200684
	Iteration 63Q: 3 clusters Score -625793.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -625798.125000 Penalty: 2879.200684
	Iteration 64Q: 3 clusters Score -625798.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -625802.750000 Penalty: 2879.200684
	Iteration 65Q: 3 clusters Score -625802.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -625806.937500 Penalty: 2879.200684
	Iteration 66Q: 3 clusters Score -625806.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -625812.250000 Penalty: 2879.200684
	Iteration 67Q: 3 clusters Score -625812.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -625816.562500 Penalty: 2879.200684
	Iteration 68Q: 3 clusters Score -625816.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -625818.687500 Penalty: 2879.200684
	Iteration 69Q: 3 clusters Score -625818.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -625820.687500 Penalty: 2879.200684
	Iteration 70Q: 3 clusters Score -625820.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -625823.125000 Penalty: 2879.200684
	Iteration 71Q: 3 clusters Score -625823.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -625825.812500 Penalty: 2879.200684
	Iteration 72Q: 3 clusters Score -625825.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -625826.625000 Penalty: 2879.200684
	Iteration 73Q: 3 clusters Score -625826.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -625828.562500 Penalty: 2879.200684
	Iteration 74Q: 3 clusters Score -625828.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -625831.937500 Penalty: 2879.200684
	Iteration 75Q: 3 clusters Score -625831.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -625833.937500 Penalty: 2879.200684
	Iteration 76Q: 3 clusters Score -625833.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -625836.375000 Penalty: 2879.200684
	Iteration 77Q: 3 clusters Score -625836.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -625836.687500 Penalty: 2879.200684
	Iteration 78Q: 3 clusters Score -625836.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -625837.937500 Penalty: 2879.200684
	Iteration 79Q: 3 clusters Score -625837.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -625838.500000 Penalty: 2879.200684
	Iteration 80F: 3 clusters Score -625838.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -625840.750000 Penalty: 2879.200684
	Iteration 81Q: 3 clusters Score -625840.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -625840.937500 Penalty: 2879.200684
	Iteration 82Q: 3 clusters Score -625840.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -625841.062500 Penalty: 2879.200684
	Iteration 83Q: 3 clusters Score -625841.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -625841.625000 Penalty: 2879.200684
	Iteration 84Q: 3 clusters Score -625841.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -625845.937500 Penalty: 2879.200684
	Iteration 85Q: 3 clusters Score -625845.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -625846.875000 Penalty: 2879.200684
	Iteration 86Q: 3 clusters Score -625846.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -625850.312500 Penalty: 2879.200684
	Iteration 87Q: 3 clusters Score -625850.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -625851.250000 Penalty: 2879.200684
	Iteration 88Q: 3 clusters Score -625851.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -625852.250000 Penalty: 2879.200684
	Iteration 89Q: 3 clusters Score -625852.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -625854.187500 Penalty: 2879.200684
	Iteration 90Q: 3 clusters Score -625854.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -625853.875000 Penalty: 2879.200684
	Iteration 91Q: 3 clusters Score -625853.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -625854.562500 Penalty: 2879.200684
	Iteration 92Q: 3 clusters Score -625854.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -625854.625000 Penalty: 2879.200684
	Iteration 93Q: 3 clusters Score -625854.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -625855.500000 Penalty: 2879.200684
	Iteration 94Q: 3 clusters Score -625855.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -625855.500000 Penalty: 2879.200684
	Iteration 95F: 3 clusters Score -625855.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Entering Unmasked Estep 
Score: -188796.750000 Penalty: 1246.217041
	Iteration 0F: 2 clusters Score -188796.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -186598.953125 Penalty: 2492.434082
	Iteration 0F: 3 clusters Score -186599 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -187117.781250 Penalty: 2492.434082
	Iteration 1F: 3 clusters Score -187117.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -187229.531250 Penalty: 2492.434082
	Iteration 2F: 3 clusters Score -187229.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -187302.328125 Penalty: 2492.434082
	Iteration 3Q: 3 clusters Score -187302.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -187380.859375 Penalty: 2492.434082
	Iteration 4Q: 3 clusters Score -187380.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -187457.000000 Penalty: 2492.434082
	Iteration 5Q: 3 clusters Score -187457 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -187505.500000 Penalty: 2492.434082
	Iteration 6Q: 3 clusters Score -187505.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -187570.390625 Penalty: 2492.434082
	Iteration 7Q: 3 clusters Score -187570.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -187693.187500 Penalty: 2492.434082
	Iteration 8Q: 3 clusters Score -187693.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -187818.468750 Penalty: 2492.434082
	Iteration 9Q: 3 clusters Score -187818.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -187908.250000 Penalty: 2492.434082
	Iteration 10Q: 3 clusters Score -187908.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -187962.593750 Penalty: 2492.434082
	Iteration 11Q: 3 clusters Score -187962.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -187992.609375 Penalty: 2492.434082
	Iteration 12Q: 3 clusters Score -187992.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -188018.281250 Penalty: 2492.434082
	Iteration 13Q: 3 clusters Score -188018.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -188040.000000 Penalty: 2492.434082
	Iteration 14Q: 3 clusters Score -188040 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -188060.843750 Penalty: 2492.434082
	Iteration 15Q: 3 clusters Score -188060.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -188071.875000 Penalty: 2492.434082
	Iteration 16Q: 3 clusters Score -188071.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -188081.609375 Penalty: 2492.434082
	Iteration 17Q: 3 clusters Score -188081.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -188084.593750 Penalty: 2492.434082
	Iteration 18Q: 3 clusters Score -188084.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -188088.265625 Penalty: 2492.434082
	Iteration 19Q: 3 clusters Score -188088.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -188091.703125 Penalty: 2492.434082
	Iteration 20F: 3 clusters Score -188091.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -188095.484375 Penalty: 2492.434082
	Iteration 21Q: 3 clusters Score -188095.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -188099.015625 Penalty: 2492.434082
	Iteration 22Q: 3 clusters Score -188099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -188101.171875 Penalty: 2492.434082
	Iteration 23Q: 3 clusters Score -188101.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -188101.984375 Penalty: 2492.434082
	Iteration 24Q: 3 clusters Score -188102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -188101.984375 Penalty: 2492.434082
	Iteration 25F: 3 clusters Score -188102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63852 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123838 members 
Mstep: Class 10 contains 10114 members 
Mstep: Class 11 contains 10040 members 
Mstep: Class 12 contains 60407 members 
Mstep: Class 13 contains 27808 members 
Mstep: Class 14 contains 40469 members 
Mstep: Class 15 contains 60764 members 
Mstep: Class 16 contains 68442 members 
Mstep: Class 17 contains 41279 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 70148 members 
Mstep: Class 20 contains 19585 members 
Mstep: Class 21 contains 14359 members 
Mstep: Class 22 contains 3058 members 
Mstep: Class 23 contains 27572 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7234 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13522 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10927 members 
Mstep: Class 30 contains 70623 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1497 members 
Mstep: Class 33 contains 958 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86352 members 
Mstep: Class 37 contains 3571 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 1877 members 
Mstep: Class 40 contains 3034 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7038 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468288.000000 Penalty: 102952.773438
Iteration 199Q: 47 clusters Score -8.446829e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63852 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123837 members 
Mstep: Class 10 contains 10114 members 
Mstep: Class 11 contains 10040 members 
Mstep: Class 12 contains 60407 members 
Mstep: Class 13 contains 27816 members 
Mstep: Class 14 contains 40466 members 
Mstep: Class 15 contains 60764 members 
Mstep: Class 16 contains 68444 members 
Mstep: Class 17 contains 41278 members 
Mstep: Class 18 contains 6046 members 
Mstep: Class 19 contains 70145 members 
Mstep: Class 20 contains 19586 members 
Mstep: Class 21 contains 14360 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 27573 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7234 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13522 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10927 members 
Mstep: Class 30 contains 70620 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1495 members 
Mstep: Class 33 contains 958 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86351 members 
Mstep: Class 37 contains 3571 members 
Mstep: Class 38 contains 2902 members 
Mstep: Class 39 contains 1877 members 
Mstep: Class 40 contains 3034 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7038 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468280.000000 Penalty: 102952.773438
Iteration 200F: 47 clusters Score -8.446828e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63852 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123835 members 
Mstep: Class 10 contains 10113 members 
Mstep: Class 11 contains 10040 members 
Mstep: Class 12 contains 60407 members 
Mstep: Class 13 contains 27824 members 
Mstep: Class 14 contains 40464 members 
Mstep: Class 15 contains 60764 members 
Mstep: Class 16 contains 68445 members 
Mstep: Class 17 contains 41278 members 
Mstep: Class 18 contains 6046 members 
Mstep: Class 19 contains 70145 members 
Mstep: Class 20 contains 19586 members 
Mstep: Class 21 contains 14360 members 
Mstep: Class 22 contains 3063 members 
Mstep: Class 23 contains 27573 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7234 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13522 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10927 members 
Mstep: Class 30 contains 70615 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1494 members 
Mstep: Class 33 contains 958 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86349 members 
Mstep: Class 37 contains 3571 members 
Mstep: Class 38 contains 2903 members 
Mstep: Class 39 contains 1877 members 
Mstep: Class 40 contains 3034 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7037 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468288.000000 Penalty: 102952.773438
Iteration 201Q: 47 clusters Score -8.446829e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63854 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123832 members 
Mstep: Class 10 contains 10110 members 
Mstep: Class 11 contains 10040 members 
Mstep: Class 12 contains 60407 members 
Mstep: Class 13 contains 27829 members 
Mstep: Class 14 contains 40468 members 
Mstep: Class 15 contains 60764 members 
Mstep: Class 16 contains 68441 members 
Mstep: Class 17 contains 41278 members 
Mstep: Class 18 contains 6046 members 
Mstep: Class 19 contains 70145 members 
Mstep: Class 20 contains 19587 members 
Mstep: Class 21 contains 14360 members 
Mstep: Class 22 contains 3067 members 
Mstep: Class 23 contains 27573 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7235 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13522 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10927 members 
Mstep: Class 30 contains 70611 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1494 members 
Mstep: Class 33 contains 958 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86348 members 
Mstep: Class 37 contains 3571 members 
Mstep: Class 38 contains 2903 members 
Mstep: Class 39 contains 1877 members 
Mstep: Class 40 contains 3033 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7036 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468240.000000 Penalty: 102952.773438
Iteration 202Q: 47 clusters Score -8.446824e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63854 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123831 members 
Mstep: Class 10 contains 10109 members 
Mstep: Class 11 contains 10040 members 
Mstep: Class 12 contains 60407 members 
Mstep: Class 13 contains 27835 members 
Mstep: Class 14 contains 40480 members 
Mstep: Class 15 contains 60764 members 
Mstep: Class 16 contains 68441 members 
Mstep: Class 17 contains 41278 members 
Mstep: Class 18 contains 6046 members 
Mstep: Class 19 contains 70144 members 
Mstep: Class 20 contains 19588 members 
Mstep: Class 21 contains 14360 members 
Mstep: Class 22 contains 3067 members 
Mstep: Class 23 contains 27572 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7235 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13522 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10927 members 
Mstep: Class 30 contains 70598 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1494 members 
Mstep: Class 33 contains 958 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86347 members 
Mstep: Class 37 contains 3571 members 
Mstep: Class 38 contains 2903 members 
Mstep: Class 39 contains 1877 members 
Mstep: Class 40 contains 3032 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7036 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468256.000000 Penalty: 102952.773438
Iteration 203Q: 47 clusters Score -8.446826e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63854 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123830 members 
Mstep: Class 10 contains 10107 members 
Mstep: Class 11 contains 10040 members 
Mstep: Class 12 contains 60407 members 
Mstep: Class 13 contains 27840 members 
Mstep: Class 14 contains 40487 members 
Mstep: Class 15 contains 60764 members 
Mstep: Class 16 contains 68442 members 
Mstep: Class 17 contains 41278 members 
Mstep: Class 18 contains 6046 members 
Mstep: Class 19 contains 70143 members 
Mstep: Class 20 contains 19589 members 
Mstep: Class 21 contains 14362 members 
Mstep: Class 22 contains 3067 members 
Mstep: Class 23 contains 27573 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7235 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13522 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10927 members 
Mstep: Class 30 contains 70586 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1494 members 
Mstep: Class 33 contains 958 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86346 members 
Mstep: Class 37 contains 3571 members 
Mstep: Class 38 contains 2903 members 
Mstep: Class 39 contains 1877 members 
Mstep: Class 40 contains 3032 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7036 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468264.000000 Penalty: 102952.773438
Iteration 204Q: 47 clusters Score -8.446826e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63855 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123830 members 
Mstep: Class 10 contains 10107 members 
Mstep: Class 11 contains 10040 members 
Mstep: Class 12 contains 60407 members 
Mstep: Class 13 contains 27842 members 
Mstep: Class 14 contains 40490 members 
Mstep: Class 15 contains 60764 members 
Mstep: Class 16 contains 68446 members 
Mstep: Class 17 contains 41277 members 
Mstep: Class 18 contains 6046 members 
Mstep: Class 19 contains 70143 members 
Mstep: Class 20 contains 19588 members 
Mstep: Class 21 contains 14363 members 
Mstep: Class 22 contains 3067 members 
Mstep: Class 23 contains 27573 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7235 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13522 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10927 members 
Mstep: Class 30 contains 70575 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1494 members 
Mstep: Class 33 contains 959 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86346 members 
Mstep: Class 37 contains 3571 members 
Mstep: Class 38 contains 2903 members 
Mstep: Class 39 contains 1877 members 
Mstep: Class 40 contains 3032 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7036 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468272.000000 Penalty: 102952.773438
Iteration 205Q: 47 clusters Score -8.446827e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63855 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123830 members 
Mstep: Class 10 contains 10107 members 
Mstep: Class 11 contains 10040 members 
Mstep: Class 12 contains 60407 members 
Mstep: Class 13 contains 27843 members 
Mstep: Class 14 contains 40493 members 
Mstep: Class 15 contains 60764 members 
Mstep: Class 16 contains 68444 members 
Mstep: Class 17 contains 41277 members 
Mstep: Class 18 contains 6046 members 
Mstep: Class 19 contains 70143 members 
Mstep: Class 20 contains 19588 members 
Mstep: Class 21 contains 14363 members 
Mstep: Class 22 contains 3067 members 
Mstep: Class 23 contains 27574 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7235 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13522 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10927 members 
Mstep: Class 30 contains 70571 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1494 members 
Mstep: Class 33 contains 958 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86344 members 
Mstep: Class 37 contains 3571 members 
Mstep: Class 38 contains 2903 members 
Mstep: Class 39 contains 1877 members 
Mstep: Class 40 contains 3032 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7036 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468264.000000 Penalty: 102952.773438
Iteration 206Q: 47 clusters Score -8.446826e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63855 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123828 members 
Mstep: Class 10 contains 10107 members 
Mstep: Class 11 contains 10040 members 
Mstep: Class 12 contains 60407 members 
Mstep: Class 13 contains 27844 members 
Mstep: Class 14 contains 40493 members 
Mstep: Class 15 contains 60764 members 
Mstep: Class 16 contains 68445 members 
Mstep: Class 17 contains 41277 members 
Mstep: Class 18 contains 6046 members 
Mstep: Class 19 contains 70143 members 
Mstep: Class 20 contains 19588 members 
Mstep: Class 21 contains 14363 members 
Mstep: Class 22 contains 3067 members 
Mstep: Class 23 contains 27576 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7235 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13522 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10927 members 
Mstep: Class 30 contains 70569 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1494 members 
Mstep: Class 33 contains 957 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86343 members 
Mstep: Class 37 contains 3571 members 
Mstep: Class 38 contains 2903 members 
Mstep: Class 39 contains 1877 members 
Mstep: Class 40 contains 3032 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7036 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468296.000000 Penalty: 102952.773438
Iteration 207Q: 47 clusters Score -8.44683e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63856 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123827 members 
Mstep: Class 10 contains 10106 members 
Mstep: Class 11 contains 10040 members 
Mstep: Class 12 contains 60407 members 
Mstep: Class 13 contains 27847 members 
Mstep: Class 14 contains 40493 members 
Mstep: Class 15 contains 60764 members 
Mstep: Class 16 contains 68446 members 
Mstep: Class 17 contains 41277 members 
Mstep: Class 18 contains 6046 members 
Mstep: Class 19 contains 70143 members 
Mstep: Class 20 contains 19588 members 
Mstep: Class 21 contains 14364 members 
Mstep: Class 22 contains 3067 members 
Mstep: Class 23 contains 27576 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7235 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13521 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10927 members 
Mstep: Class 30 contains 70566 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1494 members 
Mstep: Class 33 contains 957 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86343 members 
Mstep: Class 37 contains 3571 members 
Mstep: Class 38 contains 2903 members 
Mstep: Class 39 contains 1877 members 
Mstep: Class 40 contains 3032 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7036 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468280.000000 Penalty: 102952.773438
Iteration 208Q: 47 clusters Score -8.446828e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63856 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123826 members 
Mstep: Class 10 contains 10107 members 
Mstep: Class 11 contains 10039 members 
Mstep: Class 12 contains 60407 members 
Mstep: Class 13 contains 27849 members 
Mstep: Class 14 contains 40495 members 
Mstep: Class 15 contains 60764 members 
Mstep: Class 16 contains 68446 members 
Mstep: Class 17 contains 41278 members 
Mstep: Class 18 contains 6046 members 
Mstep: Class 19 contains 70142 members 
Mstep: Class 20 contains 19588 members 
Mstep: Class 21 contains 14367 members 
Mstep: Class 22 contains 3067 members 
Mstep: Class 23 contains 27576 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7235 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13521 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10927 members 
Mstep: Class 30 contains 70560 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1494 members 
Mstep: Class 33 contains 957 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86343 members 
Mstep: Class 37 contains 3571 members 
Mstep: Class 38 contains 2903 members 
Mstep: Class 39 contains 1877 members 
Mstep: Class 40 contains 3032 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7036 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468264.000000 Penalty: 102952.773438
Iteration 209Q: 47 clusters Score -8.446826e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63856 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123826 members 
Mstep: Class 10 contains 10106 members 
Mstep: Class 11 contains 10038 members 
Mstep: Class 12 contains 60407 members 
Mstep: Class 13 contains 27851 members 
Mstep: Class 14 contains 40497 members 
Mstep: Class 15 contains 60765 members 
Mstep: Class 16 contains 68446 members 
Mstep: Class 17 contains 41277 members 
Mstep: Class 18 contains 6046 members 
Mstep: Class 19 contains 70142 members 
Mstep: Class 20 contains 19588 members 
Mstep: Class 21 contains 14370 members 
Mstep: Class 22 contains 3067 members 
Mstep: Class 23 contains 27574 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7234 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13521 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10927 members 
Mstep: Class 30 contains 70557 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1494 members 
Mstep: Class 33 contains 957 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86343 members 
Mstep: Class 37 contains 3572 members 
Mstep: Class 38 contains 2903 members 
Mstep: Class 39 contains 1877 members 
Mstep: Class 40 contains 3032 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7036 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468264.000000 Penalty: 102952.773438
Iteration 210Q: 47 clusters Score -8.446826e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63857 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123826 members 
Mstep: Class 10 contains 10107 members 
Mstep: Class 11 contains 10037 members 
Mstep: Class 12 contains 60407 members 
Mstep: Class 13 contains 27853 members 
Mstep: Class 14 contains 40498 members 
Mstep: Class 15 contains 60765 members 
Mstep: Class 16 contains 68445 members 
Mstep: Class 17 contains 41276 members 
Mstep: Class 18 contains 6046 members 
Mstep: Class 19 contains 70141 members 
Mstep: Class 20 contains 19588 members 
Mstep: Class 21 contains 14372 members 
Mstep: Class 22 contains 3067 members 
Mstep: Class 23 contains 27573 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7233 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13521 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10927 members 
Mstep: Class 30 contains 70555 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1494 members 
Mstep: Class 33 contains 957 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86343 members 
Mstep: Class 37 contains 3573 members 
Mstep: Class 38 contains 2903 members 
Mstep: Class 39 contains 1877 members 
Mstep: Class 40 contains 3032 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7036 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468288.000000 Penalty: 102952.773438
Iteration 211Q: 47 clusters Score -8.446829e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63857 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123824 members 
Mstep: Class 10 contains 10106 members 
Mstep: Class 11 contains 10037 members 
Mstep: Class 12 contains 60407 members 
Mstep: Class 13 contains 27858 members 
Mstep: Class 14 contains 40500 members 
Mstep: Class 15 contains 60765 members 
Mstep: Class 16 contains 68446 members 
Mstep: Class 17 contains 41276 members 
Mstep: Class 18 contains 6046 members 
Mstep: Class 19 contains 70140 members 
Mstep: Class 20 contains 19588 members 
Mstep: Class 21 contains 14372 members 
Mstep: Class 22 contains 3067 members 
Mstep: Class 23 contains 27571 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7233 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13521 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10927 members 
Mstep: Class 30 contains 70555 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1494 members 
Mstep: Class 33 contains 957 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86341 members 
Mstep: Class 37 contains 3573 members 
Mstep: Class 38 contains 2903 members 
Mstep: Class 39 contains 1877 members 
Mstep: Class 40 contains 3032 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7036 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468304.000000 Penalty: 102952.773438
Iteration 212Q: 47 clusters Score -8.44683e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63857 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123821 members 
Mstep: Class 10 contains 10104 members 
Mstep: Class 11 contains 10037 members 
Mstep: Class 12 contains 60407 members 
Mstep: Class 13 contains 27864 members 
Mstep: Class 14 contains 40501 members 
Mstep: Class 15 contains 60765 members 
Mstep: Class 16 contains 68447 members 
Mstep: Class 17 contains 41276 members 
Mstep: Class 18 contains 6046 members 
Mstep: Class 19 contains 70139 members 
Mstep: Class 20 contains 19588 members 
Mstep: Class 21 contains 14372 members 
Mstep: Class 22 contains 3067 members 
Mstep: Class 23 contains 27571 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7233 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13520 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10927 members 
Mstep: Class 30 contains 70553 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1494 members 
Mstep: Class 33 contains 957 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86342 members 
Mstep: Class 37 contains 3573 members 
Mstep: Class 38 contains 2903 members 
Mstep: Class 39 contains 1877 members 
Mstep: Class 40 contains 3032 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7036 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468304.000000 Penalty: 102952.773438
Iteration 213Q: 47 clusters Score -8.44683e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63857 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123820 members 
Mstep: Class 10 contains 10105 members 
Mstep: Class 11 contains 10037 members 
Mstep: Class 12 contains 60408 members 
Mstep: Class 13 contains 27865 members 
Mstep: Class 14 contains 40504 members 
Mstep: Class 15 contains 60765 members 
Mstep: Class 16 contains 68445 members 
Mstep: Class 17 contains 41276 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 70139 members 
Mstep: Class 20 contains 19588 members 
Mstep: Class 21 contains 14372 members 
Mstep: Class 22 contains 3067 members 
Mstep: Class 23 contains 27571 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7233 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13520 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10927 members 
Mstep: Class 30 contains 70551 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1494 members 
Mstep: Class 33 contains 957 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86340 members 
Mstep: Class 37 contains 3573 members 
Mstep: Class 38 contains 2903 members 
Mstep: Class 39 contains 1877 members 
Mstep: Class 40 contains 3032 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7036 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468272.000000 Penalty: 102952.773438
Iteration 214Q: 47 clusters Score -8.446827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63857 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123820 members 
Mstep: Class 10 contains 10105 members 
Mstep: Class 11 contains 10037 members 
Mstep: Class 12 contains 60408 members 
Mstep: Class 13 contains 27865 members 
Mstep: Class 14 contains 40508 members 
Mstep: Class 15 contains 60765 members 
Mstep: Class 16 contains 68442 members 
Mstep: Class 17 contains 41276 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 70137 members 
Mstep: Class 20 contains 19588 members 
Mstep: Class 21 contains 14372 members 
Mstep: Class 22 contains 3067 members 
Mstep: Class 23 contains 27571 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7233 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13520 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10927 members 
Mstep: Class 30 contains 70551 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1494 members 
Mstep: Class 33 contains 957 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86340 members 
Mstep: Class 37 contains 3573 members 
Mstep: Class 38 contains 2903 members 
Mstep: Class 39 contains 1877 members 
Mstep: Class 40 contains 3032 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7036 members 
Mstep: Class 46 contains 2142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468272.000000 Penalty: 102952.773438
Iteration 215Q: 47 clusters Score -8.446827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63858 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123820 members 
Mstep: Class 10 contains 10105 members 
Mstep: Class 11 contains 10037 members 
Mstep: Class 12 contains 60408 members 
Mstep: Class 13 contains 27865 members 
Mstep: Class 14 contains 40513 members 
Mstep: Class 15 contains 60765 members 
Mstep: Class 16 contains 68440 members 
Mstep: Class 17 contains 41276 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 70137 members 
Mstep: Class 20 contains 19588 members 
Mstep: Class 21 contains 14372 members 
Mstep: Class 22 contains 3067 members 
Mstep: Class 23 contains 27571 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7233 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13518 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10927 members 
Mstep: Class 30 contains 70550 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1494 members 
Mstep: Class 33 contains 957 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86339 members 
Mstep: Class 37 contains 3573 members 
Mstep: Class 38 contains 2903 members 
Mstep: Class 39 contains 1877 members 
Mstep: Class 40 contains 3032 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7036 members 
Mstep: Class 46 contains 2142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468264.000000 Penalty: 102952.773438
Iteration 216Q: 47 clusters Score -8.446826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63860 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123820 members 
Mstep: Class 10 contains 10105 members 
Mstep: Class 11 contains 10037 members 
Mstep: Class 12 contains 60408 members 
Mstep: Class 13 contains 27866 members 
Mstep: Class 14 contains 40514 members 
Mstep: Class 15 contains 60765 members 
Mstep: Class 16 contains 68439 members 
Mstep: Class 17 contains 41276 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 70137 members 
Mstep: Class 20 contains 19588 members 
Mstep: Class 21 contains 14371 members 
Mstep: Class 22 contains 3067 members 
Mstep: Class 23 contains 27571 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7233 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13519 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10927 members 
Mstep: Class 30 contains 70548 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1494 members 
Mstep: Class 33 contains 957 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86338 members 
Mstep: Class 37 contains 3573 members 
Mstep: Class 38 contains 2903 members 
Mstep: Class 39 contains 1877 members 
Mstep: Class 40 contains 3032 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7036 members 
Mstep: Class 46 contains 2142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468248.000000 Penalty: 102952.773438
Iteration 217Q: 47 clusters Score -8.446825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63861 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123820 members 
Mstep: Class 10 contains 10105 members 
Mstep: Class 11 contains 10037 members 
Mstep: Class 12 contains 60408 members 
Mstep: Class 13 contains 27866 members 
Mstep: Class 14 contains 40515 members 
Mstep: Class 15 contains 60765 members 
Mstep: Class 16 contains 68440 members 
Mstep: Class 17 contains 41276 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 70137 members 
Mstep: Class 20 contains 19588 members 
Mstep: Class 21 contains 14371 members 
Mstep: Class 22 contains 3067 members 
Mstep: Class 23 contains 27571 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7233 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13518 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10927 members 
Mstep: Class 30 contains 70546 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1494 members 
Mstep: Class 33 contains 957 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86338 members 
Mstep: Class 37 contains 3573 members 
Mstep: Class 38 contains 2903 members 
Mstep: Class 39 contains 1877 members 
Mstep: Class 40 contains 3032 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7036 members 
Mstep: Class 46 contains 2142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468216.000000 Penalty: 102952.773438
Iteration 218Q: 47 clusters Score -8.446822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63861 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123820 members 
Mstep: Class 10 contains 10105 members 
Mstep: Class 11 contains 10038 members 
Mstep: Class 12 contains 60408 members 
Mstep: Class 13 contains 27866 members 
Mstep: Class 14 contains 40516 members 
Mstep: Class 15 contains 60765 members 
Mstep: Class 16 contains 68441 members 
Mstep: Class 17 contains 41276 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 70137 members 
Mstep: Class 20 contains 19588 members 
Mstep: Class 21 contains 14371 members 
Mstep: Class 22 contains 3067 members 
Mstep: Class 23 contains 27571 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7233 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13518 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10927 members 
Mstep: Class 30 contains 70545 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1494 members 
Mstep: Class 33 contains 957 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86336 members 
Mstep: Class 37 contains 3573 members 
Mstep: Class 38 contains 2903 members 
Mstep: Class 39 contains 1877 members 
Mstep: Class 40 contains 3032 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7036 members 
Mstep: Class 46 contains 2142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468224.000000 Penalty: 102952.773438
Iteration 219Q: 47 clusters Score -8.446822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63861 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123820 members 
Mstep: Class 10 contains 10105 members 
Mstep: Class 11 contains 10039 members 
Mstep: Class 12 contains 60408 members 
Mstep: Class 13 contains 27866 members 
Mstep: Class 14 contains 40517 members 
Mstep: Class 15 contains 60765 members 
Mstep: Class 16 contains 68440 members 
Mstep: Class 17 contains 41276 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 70137 members 
Mstep: Class 20 contains 19588 members 
Mstep: Class 21 contains 14371 members 
Mstep: Class 22 contains 3067 members 
Mstep: Class 23 contains 27571 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7233 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13518 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10927 members 
Mstep: Class 30 contains 70544 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1494 members 
Mstep: Class 33 contains 957 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86336 members 
Mstep: Class 37 contains 3573 members 
Mstep: Class 38 contains 2903 members 
Mstep: Class 39 contains 1877 members 
Mstep: Class 40 contains 3032 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7036 members 
Mstep: Class 46 contains 2142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468248.000000 Penalty: 102952.773438
Iteration 220F: 47 clusters Score -8.446825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63861 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123820 members 
Mstep: Class 10 contains 10105 members 
Mstep: Class 11 contains 10039 members 
Mstep: Class 12 contains 60408 members 
Mstep: Class 13 contains 27866 members 
Mstep: Class 14 contains 40518 members 
Mstep: Class 15 contains 60765 members 
Mstep: Class 16 contains 68439 members 
Mstep: Class 17 contains 41276 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 70137 members 
Mstep: Class 20 contains 19588 members 
Mstep: Class 21 contains 14371 members 
Mstep: Class 22 contains 3067 members 
Mstep: Class 23 contains 27571 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7233 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13518 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10927 members 
Mstep: Class 30 contains 70544 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1494 members 
Mstep: Class 33 contains 957 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86336 members 
Mstep: Class 37 contains 3573 members 
Mstep: Class 38 contains 2903 members 
Mstep: Class 39 contains 1877 members 
Mstep: Class 40 contains 3032 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7036 members 
Mstep: Class 46 contains 2142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468232.000000 Penalty: 102952.773438
Iteration 221Q: 47 clusters Score -8.446823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63861 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123820 members 
Mstep: Class 10 contains 10105 members 
Mstep: Class 11 contains 10039 members 
Mstep: Class 12 contains 60408 members 
Mstep: Class 13 contains 27866 members 
Mstep: Class 14 contains 40517 members 
Mstep: Class 15 contains 60765 members 
Mstep: Class 16 contains 68440 members 
Mstep: Class 17 contains 41276 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 70137 members 
Mstep: Class 20 contains 19588 members 
Mstep: Class 21 contains 14371 members 
Mstep: Class 22 contains 3067 members 
Mstep: Class 23 contains 27571 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7233 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13518 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10927 members 
Mstep: Class 30 contains 70544 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1494 members 
Mstep: Class 33 contains 957 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86336 members 
Mstep: Class 37 contains 3573 members 
Mstep: Class 38 contains 2903 members 
Mstep: Class 39 contains 1877 members 
Mstep: Class 40 contains 3032 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7036 members 
Mstep: Class 46 contains 2142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468240.000000 Penalty: 102952.773438
Iteration 222Q: 47 clusters Score -8.446824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63861 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123820 members 
Mstep: Class 10 contains 10105 members 
Mstep: Class 11 contains 10039 members 
Mstep: Class 12 contains 60408 members 
Mstep: Class 13 contains 27866 members 
Mstep: Class 14 contains 40517 members 
Mstep: Class 15 contains 60765 members 
Mstep: Class 16 contains 68441 members 
Mstep: Class 17 contains 41276 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 70137 members 
Mstep: Class 20 contains 19588 members 
Mstep: Class 21 contains 14371 members 
Mstep: Class 22 contains 3067 members 
Mstep: Class 23 contains 27571 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7233 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13518 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10927 members 
Mstep: Class 30 contains 70543 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1494 members 
Mstep: Class 33 contains 957 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86336 members 
Mstep: Class 37 contains 3573 members 
Mstep: Class 38 contains 2903 members 
Mstep: Class 39 contains 1877 members 
Mstep: Class 40 contains 3032 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7036 members 
Mstep: Class 46 contains 2142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468240.000000 Penalty: 102952.773438
Iteration 223Q: 47 clusters Score -8.446824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63861 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123820 members 
Mstep: Class 10 contains 10105 members 
Mstep: Class 11 contains 10039 members 
Mstep: Class 12 contains 60408 members 
Mstep: Class 13 contains 27866 members 
Mstep: Class 14 contains 40517 members 
Mstep: Class 15 contains 60765 members 
Mstep: Class 16 contains 68441 members 
Mstep: Class 17 contains 41276 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 70137 members 
Mstep: Class 20 contains 19588 members 
Mstep: Class 21 contains 14371 members 
Mstep: Class 22 contains 3067 members 
Mstep: Class 23 contains 27571 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7233 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13518 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10927 members 
Mstep: Class 30 contains 70543 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1494 members 
Mstep: Class 33 contains 957 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86336 members 
Mstep: Class 37 contains 3573 members 
Mstep: Class 38 contains 2903 members 
Mstep: Class 39 contains 1877 members 
Mstep: Class 40 contains 3032 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7036 members 
Mstep: Class 46 contains 2142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468248.000000 Penalty: 102952.773438
Iteration 224Q: 47 clusters Score -8.446825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63861 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123820 members 
Mstep: Class 10 contains 10105 members 
Mstep: Class 11 contains 10039 members 
Mstep: Class 12 contains 60408 members 
Mstep: Class 13 contains 27866 members 
Mstep: Class 14 contains 40517 members 
Mstep: Class 15 contains 60765 members 
Mstep: Class 16 contains 68441 members 
Mstep: Class 17 contains 41276 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 70137 members 
Mstep: Class 20 contains 19588 members 
Mstep: Class 21 contains 14371 members 
Mstep: Class 22 contains 3067 members 
Mstep: Class 23 contains 27571 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7233 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13518 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10927 members 
Mstep: Class 30 contains 70543 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1494 members 
Mstep: Class 33 contains 957 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86336 members 
Mstep: Class 37 contains 3573 members 
Mstep: Class 38 contains 2903 members 
Mstep: Class 39 contains 1877 members 
Mstep: Class 40 contains 3032 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7036 members 
Mstep: Class 46 contains 2142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468248.000000 Penalty: 102952.773438
Iteration 225F: 47 clusters Score -8.446825e+07 nChanged 0
Entering ConstructFrom: 
Score: -84468248.000000 Penalty: 102952.773438
Entering ConstructFrom: 
Trying to split cluster 1 (7155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Entering Unmasked Estep 
Score: -638679.312500 Penalty: 1442.279541
	Iteration 0F: 2 clusters Score -638679.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -633353.875000 Penalty: 2884.559082
	Iteration 0F: 3 clusters Score -633353.9 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -634973.562500 Penalty: 2884.559082
	Iteration 1F: 3 clusters Score -634973.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -635208.125000 Penalty: 2884.559082
	Iteration 2F: 3 clusters Score -635208.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -635429.812500 Penalty: 2884.559082
	Iteration 3F: 3 clusters Score -635429.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -635691.000000 Penalty: 2884.559082
	Iteration 4F: 3 clusters Score -635691 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -635998.812500 Penalty: 2884.559082
	Iteration 5F: 3 clusters Score -635998.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -636315.375000 Penalty: 2884.559082
	Iteration 6F: 3 clusters Score -636315.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -636644.812500 Penalty: 2884.559082
	Iteration 7F: 3 clusters Score -636644.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -636946.187500 Penalty: 2884.559082
	Iteration 8F: 3 clusters Score -636946.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -637145.250000 Penalty: 2884.559082
	Iteration 9Q: 3 clusters Score -637145.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -637270.000000 Penalty: 2884.559082
	Iteration 10Q: 3 clusters Score -637270 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -637356.125000 Penalty: 2884.559082
	Iteration 11Q: 3 clusters Score -637356.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -637412.937500 Penalty: 2884.559082
	Iteration 12Q: 3 clusters Score -637412.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -637456.062500 Penalty: 2884.559082
	Iteration 13Q: 3 clusters Score -637456.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -637482.937500 Penalty: 2884.559082
	Iteration 14Q: 3 clusters Score -637482.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -637499.875000 Penalty: 2884.559082
	Iteration 15Q: 3 clusters Score -637499.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -637510.062500 Penalty: 2884.559082
	Iteration 16Q: 3 clusters Score -637510.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -637518.500000 Penalty: 2884.559082
	Iteration 17Q: 3 clusters Score -637518.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -637525.812500 Penalty: 2884.559082
	Iteration 18Q: 3 clusters Score -637525.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -637531.312500 Penalty: 2884.559082
	Iteration 19Q: 3 clusters Score -637531.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -637535.375000 Penalty: 2884.559082
	Iteration 20F: 3 clusters Score -637535.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -637538.062500 Penalty: 2884.559082
	Iteration 21Q: 3 clusters Score -637538.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -637544.750000 Penalty: 2884.559082
	Iteration 22Q: 3 clusters Score -637544.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -637548.625000 Penalty: 2884.559082
	Iteration 23Q: 3 clusters Score -637548.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -637553.437500 Penalty: 2884.559082
	Iteration 24Q: 3 clusters Score -637553.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -637552.937500 Penalty: 2884.559082
	Iteration 25Q: 3 clusters Score -637552.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -637554.062500 Penalty: 2884.559082
	Iteration 26Q: 3 clusters Score -637554.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -637556.062500 Penalty: 2884.559082
	Iteration 27Q: 3 clusters Score -637556.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -637556.625000 Penalty: 2884.559082
	Iteration 28Q: 3 clusters Score -637556.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -637557.312500 Penalty: 2884.559082
	Iteration 29Q: 3 clusters Score -637557.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -637557.250000 Penalty: 2884.559082
	Iteration 30Q: 3 clusters Score -637557.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -637557.000000 Penalty: 2884.559082
	Iteration 31Q: 3 clusters Score -637557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -637557.000000 Penalty: 2884.559082
	Iteration 32F: 3 clusters Score -637557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -689886.562500 Penalty: 1468.560547
	Iteration 0F: 2 clusters Score -689886.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -683701.625000 Penalty: 2937.121094
	Iteration 0F: 3 clusters Score -683701.6 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -685840.812500 Penalty: 2937.121094
	Iteration 1F: 3 clusters Score -685840.8 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -686274.687500 Penalty: 2937.121094
	Iteration 2F: 3 clusters Score -686274.7 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -686681.812500 Penalty: 2937.121094
	Iteration 3F: 3 clusters Score -686681.8 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -687078.437500 Penalty: 2937.121094
	Iteration 4F: 3 clusters Score -687078.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -687439.937500 Penalty: 2937.121094
	Iteration 5F: 3 clusters Score -687439.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -687746.750000 Penalty: 2937.121094
	Iteration 6F: 3 clusters Score -687746.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -687990.562500 Penalty: 2937.121094
	Iteration 7Q: 3 clusters Score -687990.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -688157.000000 Penalty: 2937.121094
	Iteration 8Q: 3 clusters Score -688157 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -688289.562500 Penalty: 2937.121094
	Iteration 9Q: 3 clusters Score -688289.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -688398.187500 Penalty: 2937.121094
	Iteration 10Q: 3 clusters Score -688398.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -688477.875000 Penalty: 2937.121094
	Iteration 11Q: 3 clusters Score -688477.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -688529.625000 Penalty: 2937.121094
	Iteration 12Q: 3 clusters Score -688529.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -688575.000000 Penalty: 2937.121094
	Iteration 13Q: 3 clusters Score -688575 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -688606.562500 Penalty: 2937.121094
	Iteration 14Q: 3 clusters Score -688606.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -688627.500000 Penalty: 2937.121094
	Iteration 15Q: 3 clusters Score -688627.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -688641.875000 Penalty: 2937.121094
	Iteration 16Q: 3 clusters Score -688641.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -688652.500000 Penalty: 2937.121094
	Iteration 17Q: 3 clusters Score -688652.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -688657.812500 Penalty: 2937.121094
	Iteration 18Q: 3 clusters Score -688657.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -688665.000000 Penalty: 2937.121094
	Iteration 19Q: 3 clusters Score -688665 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -688671.437500 Penalty: 2937.121094
	Iteration 20F: 3 clusters Score -688671.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -688675.312500 Penalty: 2937.121094
	Iteration 21Q: 3 clusters Score -688675.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -688678.562500 Penalty: 2937.121094
	Iteration 22Q: 3 clusters Score -688678.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -688683.625000 Penalty: 2937.121094
	Iteration 23Q: 3 clusters Score -688683.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -688685.937500 Penalty: 2937.121094
	Iteration 24Q: 3 clusters Score -688685.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -688691.125000 Penalty: 2937.121094
	Iteration 25Q: 3 clusters Score -688691.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -688691.875000 Penalty: 2937.121094
	Iteration 26Q: 3 clusters Score -688691.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -688691.437500 Penalty: 2937.121094
	Iteration 27Q: 3 clusters Score -688691.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -688694.437500 Penalty: 2937.121094
	Iteration 28Q: 3 clusters Score -688694.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -688694.625000 Penalty: 2937.121094
	Iteration 29Q: 3 clusters Score -688694.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -688695.812500 Penalty: 2937.121094
	Iteration 30Q: 3 clusters Score -688695.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -688696.062500 Penalty: 2937.121094
	Iteration 31Q: 3 clusters Score -688696.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -688698.250000 Penalty: 2937.121094
	Iteration 32Q: 3 clusters Score -688698.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -688699.187500 Penalty: 2937.121094
	Iteration 33Q: 3 clusters Score -688699.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -688700.062500 Penalty: 2937.121094
	Iteration 34Q: 3 clusters Score -688700.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -688702.562500 Penalty: 2937.121094
	Iteration 35Q: 3 clusters Score -688702.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -688703.187500 Penalty: 2937.121094
	Iteration 36Q: 3 clusters Score -688703.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -688703.187500 Penalty: 2937.121094
	Iteration 37Q: 3 clusters Score -688703.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -688705.250000 Penalty: 2937.121094
	Iteration 38Q: 3 clusters Score -688705.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -688705.000000 Penalty: 2937.121094
	Iteration 39Q: 3 clusters Score -688705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -688704.250000 Penalty: 2937.121094
	Iteration 40F: 3 clusters Score -688704.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -688705.375000 Penalty: 2937.121094
	Iteration 41Q: 3 clusters Score -688705.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -688705.437500 Penalty: 2937.121094
	Iteration 42Q: 3 clusters Score -688705.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -688706.312500 Penalty: 2937.121094
	Iteration 43Q: 3 clusters Score -688706.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -688705.562500 Penalty: 2937.121094
	Iteration 44Q: 3 clusters Score -688705.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -688704.937500 Penalty: 2937.121094
	Iteration 45Q: 3 clusters Score -688704.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -688705.562500 Penalty: 2937.121094
	Iteration 46Q: 3 clusters Score -688705.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -688706.187500 Penalty: 2937.121094
	Iteration 47Q: 3 clusters Score -688706.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -688707.937500 Penalty: 2937.121094
	Iteration 48Q: 3 clusters Score -688707.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -688707.625000 Penalty: 2937.121094
	Iteration 49Q: 3 clusters Score -688707.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -688707.875000 Penalty: 2937.121094
	Iteration 50Q: 3 clusters Score -688707.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -688707.875000 Penalty: 2937.121094
	Iteration 51F: 3 clusters Score -688707.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (63861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63861 members 
Entering Unmasked Estep 
Score: -5867337.500000 Penalty: 1797.975464
	Iteration 0F: 2 clusters Score -5867338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -5824770.500000 Penalty: 3595.950928
	Iteration 0F: 3 clusters Score -5824770 nChanged 30183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -5841678.500000 Penalty: 3595.950928
	Iteration 1F: 3 clusters Score -5841678 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -5842561.000000 Penalty: 3595.950928
	Iteration 2Q: 3 clusters Score -5842561 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -5843560.500000 Penalty: 3595.950928
	Iteration 3Q: 3 clusters Score -5843560 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -5844847.500000 Penalty: 3595.950928
	Iteration 4Q: 3 clusters Score -5844848 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -5846350.000000 Penalty: 3595.950928
	Iteration 5F: 3 clusters Score -5846350 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -5848278.500000 Penalty: 3595.950928
	Iteration 6F: 3 clusters Score -5848278 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43545 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -5850520.500000 Penalty: 3595.950928
	Iteration 7F: 3 clusters Score -5850520 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -5853242.000000 Penalty: 3595.950928
	Iteration 8F: 3 clusters Score -5853242 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50155 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -5856055.500000 Penalty: 3595.950928
	Iteration 9F: 3 clusters Score -5856056 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53053 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -5858610.500000 Penalty: 3595.950928
	Iteration 10Q: 3 clusters Score -5858610 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -5860436.500000 Penalty: 3595.950928
	Iteration 11Q: 3 clusters Score -5860436 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56950 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -5861727.500000 Penalty: 3595.950928
	Iteration 12Q: 3 clusters Score -5861728 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58260 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -5862747.500000 Penalty: 3595.950928
	Iteration 13Q: 3 clusters Score -5862748 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59343 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -5863539.500000 Penalty: 3595.950928
	Iteration 14Q: 3 clusters Score -5863540 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60194 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -5864115.000000 Penalty: 3595.950928
	Iteration 15Q: 3 clusters Score -5864115 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60889 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -5864579.000000 Penalty: 3595.950928
	Iteration 16Q: 3 clusters Score -5864579 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61415 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -5864910.000000 Penalty: 3595.950928
	Iteration 17Q: 3 clusters Score -5864910 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61830 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -5865155.000000 Penalty: 3595.950928
	Iteration 18Q: 3 clusters Score -5865155 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62167 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -5865374.500000 Penalty: 3595.950928
	Iteration 19Q: 3 clusters Score -5865374 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62407 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -5865507.000000 Penalty: 3595.950928
	Iteration 20F: 3 clusters Score -5865507 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62583 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5865641.000000 Penalty: 3595.950928
	Iteration 21Q: 3 clusters Score -5865641 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62730 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -5865722.500000 Penalty: 3595.950928
	Iteration 22Q: 3 clusters Score -5865722 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62839 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5865788.000000 Penalty: 3595.950928
	Iteration 23Q: 3 clusters Score -5865788 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62915 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -5865854.000000 Penalty: 3595.950928
	Iteration 24Q: 3 clusters Score -5865854 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62966 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5865877.500000 Penalty: 3595.950928
	Iteration 25Q: 3 clusters Score -5865878 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63021 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5865918.500000 Penalty: 3595.950928
	Iteration 26Q: 3 clusters Score -5865918 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63059 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5865939.500000 Penalty: 3595.950928
	Iteration 27Q: 3 clusters Score -5865940 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63088 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5865960.500000 Penalty: 3595.950928
	Iteration 28Q: 3 clusters Score -5865960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63105 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5865976.000000 Penalty: 3595.950928
	Iteration 29Q: 3 clusters Score -5865976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63115 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -5865985.500000 Penalty: 3595.950928
	Iteration 30Q: 3 clusters Score -5865986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63125 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5866004.500000 Penalty: 3595.950928
	Iteration 31Q: 3 clusters Score -5866004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63132 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5866015.500000 Penalty: 3595.950928
	Iteration 32Q: 3 clusters Score -5866016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63136 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5866021.000000 Penalty: 3595.950928
	Iteration 33Q: 3 clusters Score -5866021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63140 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5866020.000000 Penalty: 3595.950928
	Iteration 34Q: 3 clusters Score -5866020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63141 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5866013.500000 Penalty: 3595.950928
	Iteration 35Q: 3 clusters Score -5866014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63143 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5866017.500000 Penalty: 3595.950928
	Iteration 36Q: 3 clusters Score -5866018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63142 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5866017.000000 Penalty: 3595.950928
	Iteration 37Q: 3 clusters Score -5866017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63142 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5866017.000000 Penalty: 3595.950928
	Iteration 38F: 3 clusters Score -5866017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -723537.937500 Penalty: 1476.497192
	Iteration 0F: 2 clusters Score -723537.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -717159.437500 Penalty: 2952.994385
	Iteration 0F: 3 clusters Score -717159.4 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -719231.375000 Penalty: 2952.994385
	Iteration 1F: 3 clusters Score -719231.4 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -719547.750000 Penalty: 2952.994385
	Iteration 2F: 3 clusters Score -719547.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -719805.875000 Penalty: 2952.994385
	Iteration 3F: 3 clusters Score -719805.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -720090.875000 Penalty: 2952.994385
	Iteration 4F: 3 clusters Score -720090.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -720372.687500 Penalty: 2952.994385
	Iteration 5F: 3 clusters Score -720372.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -720620.937500 Penalty: 2952.994385
	Iteration 6Q: 3 clusters Score -720620.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -720843.437500 Penalty: 2952.994385
	Iteration 7Q: 3 clusters Score -720843.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -721073.187500 Penalty: 2952.994385
	Iteration 8Q: 3 clusters Score -721073.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -721247.812500 Penalty: 2952.994385
	Iteration 9Q: 3 clusters Score -721247.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -721364.687500 Penalty: 2952.994385
	Iteration 10Q: 3 clusters Score -721364.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -721442.250000 Penalty: 2952.994385
	Iteration 11Q: 3 clusters Score -721442.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -721497.812500 Penalty: 2952.994385
	Iteration 12Q: 3 clusters Score -721497.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -721541.937500 Penalty: 2952.994385
	Iteration 13Q: 3 clusters Score -721541.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -721576.250000 Penalty: 2952.994385
	Iteration 14Q: 3 clusters Score -721576.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -721619.500000 Penalty: 2952.994385
	Iteration 15Q: 3 clusters Score -721619.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -721653.437500 Penalty: 2952.994385
	Iteration 16Q: 3 clusters Score -721653.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -721676.000000 Penalty: 2952.994385
	Iteration 17Q: 3 clusters Score -721676 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -721688.750000 Penalty: 2952.994385
	Iteration 18Q: 3 clusters Score -721688.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -721697.562500 Penalty: 2952.994385
	Iteration 19Q: 3 clusters Score -721697.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -721703.937500 Penalty: 2952.994385
	Iteration 20F: 3 clusters Score -721703.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -721710.250000 Penalty: 2952.994385
	Iteration 21Q: 3 clusters Score -721710.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -721714.875000 Penalty: 2952.994385
	Iteration 22Q: 3 clusters Score -721714.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -721718.125000 Penalty: 2952.994385
	Iteration 23Q: 3 clusters Score -721718.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -721720.312500 Penalty: 2952.994385
	Iteration 24Q: 3 clusters Score -721720.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -721718.625000 Penalty: 2952.994385
	Iteration 25Q: 3 clusters Score -721718.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -721718.312500 Penalty: 2952.994385
	Iteration 26Q: 3 clusters Score -721718.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -721721.125000 Penalty: 2952.994385
	Iteration 27Q: 3 clusters Score -721721.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -721720.000000 Penalty: 2952.994385
	Iteration 28Q: 3 clusters Score -721720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -721720.250000 Penalty: 2952.994385
	Iteration 29Q: 3 clusters Score -721720.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -721720.250000 Penalty: 2952.994385
	Iteration 30F: 3 clusters Score -721720.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Entering Unmasked Estep 
Score: -147003.187500 Penalty: 1214.096558
	Iteration 0F: 2 clusters Score -147003.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -145092.187500 Penalty: 2428.193115
	Iteration 0F: 3 clusters Score -145092.2 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -145519.187500 Penalty: 2428.193115
	Iteration 1F: 3 clusters Score -145519.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -145645.781250 Penalty: 2428.193115
	Iteration 2F: 3 clusters Score -145645.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -145744.765625 Penalty: 2428.193115
	Iteration 3F: 3 clusters Score -145744.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -145887.609375 Penalty: 2428.193115
	Iteration 4Q: 3 clusters Score -145887.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -146087.484375 Penalty: 2428.193115
	Iteration 5F: 3 clusters Score -146087.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -146241.046875 Penalty: 2428.193115
	Iteration 6Q: 3 clusters Score -146241 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -146385.250000 Penalty: 2428.193115
	Iteration 7F: 3 clusters Score -146385.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -146495.718750 Penalty: 2428.193115
	Iteration 8Q: 3 clusters Score -146495.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -146567.562500 Penalty: 2428.193115
	Iteration 9Q: 3 clusters Score -146567.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -146611.750000 Penalty: 2428.193115
	Iteration 10Q: 3 clusters Score -146611.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -146637.859375 Penalty: 2428.193115
	Iteration 11Q: 3 clusters Score -146637.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -146651.890625 Penalty: 2428.193115
	Iteration 12Q: 3 clusters Score -146651.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -146662.453125 Penalty: 2428.193115
	Iteration 13Q: 3 clusters Score -146662.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -146670.359375 Penalty: 2428.193115
	Iteration 14Q: 3 clusters Score -146670.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -146675.031250 Penalty: 2428.193115
	Iteration 15Q: 3 clusters Score -146675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -146678.375000 Penalty: 2428.193115
	Iteration 16Q: 3 clusters Score -146678.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -146681.859375 Penalty: 2428.193115
	Iteration 17Q: 3 clusters Score -146681.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -146683.796875 Penalty: 2428.193115
	Iteration 18Q: 3 clusters Score -146683.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -146687.062500 Penalty: 2428.193115
	Iteration 19Q: 3 clusters Score -146687.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -146694.281250 Penalty: 2428.193115
	Iteration 20F: 3 clusters Score -146694.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -146704.625000 Penalty: 2428.193115
	Iteration 21Q: 3 clusters Score -146704.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -146715.578125 Penalty: 2428.193115
	Iteration 22Q: 3 clusters Score -146715.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -146724.140625 Penalty: 2428.193115
	Iteration 23Q: 3 clusters Score -146724.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -146731.625000 Penalty: 2428.193115
	Iteration 24Q: 3 clusters Score -146731.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -146742.546875 Penalty: 2428.193115
	Iteration 25Q: 3 clusters Score -146742.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -146756.890625 Penalty: 2428.193115
	Iteration 26Q: 3 clusters Score -146756.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -146773.156250 Penalty: 2428.193115
	Iteration 27Q: 3 clusters Score -146773.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -146796.234375 Penalty: 2428.193115
	Iteration 28Q: 3 clusters Score -146796.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -146818.828125 Penalty: 2428.193115
	Iteration 29Q: 3 clusters Score -146818.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -146835.046875 Penalty: 2428.193115
	Iteration 30Q: 3 clusters Score -146835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -146847.515625 Penalty: 2428.193115
	Iteration 31Q: 3 clusters Score -146847.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -146852.453125 Penalty: 2428.193115
	Iteration 32Q: 3 clusters Score -146852.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -146856.453125 Penalty: 2428.193115
	Iteration 33Q: 3 clusters Score -146856.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -146861.375000 Penalty: 2428.193115
	Iteration 34Q: 3 clusters Score -146861.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -146862.046875 Penalty: 2428.193115
	Iteration 35Q: 3 clusters Score -146862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -146862.046875 Penalty: 2428.193115
	Iteration 36F: 3 clusters Score -146862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Entering Unmasked Estep 
Score: -131877.640625 Penalty: 1196.841797
	Iteration 0F: 2 clusters Score -131877.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -130067.156250 Penalty: 2393.683594
	Iteration 0F: 3 clusters Score -130067.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -130529.375000 Penalty: 2393.683594
	Iteration 1F: 3 clusters Score -130529.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -130735.085938 Penalty: 2393.683594
	Iteration 2F: 3 clusters Score -130735.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -130865.406250 Penalty: 2393.683594
	Iteration 3F: 3 clusters Score -130865.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -130928.757812 Penalty: 2393.683594
	Iteration 4Q: 3 clusters Score -130928.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -130962.812500 Penalty: 2393.683594
	Iteration 5Q: 3 clusters Score -130962.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -130988.671875 Penalty: 2393.683594
	Iteration 6Q: 3 clusters Score -130988.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -131015.156250 Penalty: 2393.683594
	Iteration 7Q: 3 clusters Score -131015.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -131038.359375 Penalty: 2393.683594
	Iteration 8Q: 3 clusters Score -131038.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -131070.804688 Penalty: 2393.683594
	Iteration 9Q: 3 clusters Score -131070.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -131093.796875 Penalty: 2393.683594
	Iteration 10Q: 3 clusters Score -131093.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -131111.593750 Penalty: 2393.683594
	Iteration 11Q: 3 clusters Score -131111.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -131127.375000 Penalty: 2393.683594
	Iteration 12Q: 3 clusters Score -131127.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -131137.359375 Penalty: 2393.683594
	Iteration 13Q: 3 clusters Score -131137.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -131146.125000 Penalty: 2393.683594
	Iteration 14Q: 3 clusters Score -131146.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -131151.703125 Penalty: 2393.683594
	Iteration 15Q: 3 clusters Score -131151.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -131155.078125 Penalty: 2393.683594
	Iteration 16Q: 3 clusters Score -131155.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -131158.671875 Penalty: 2393.683594
	Iteration 17Q: 3 clusters Score -131158.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -131161.546875 Penalty: 2393.683594
	Iteration 18Q: 3 clusters Score -131161.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -131164.296875 Penalty: 2393.683594
	Iteration 19Q: 3 clusters Score -131164.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -131165.046875 Penalty: 2393.683594
	Iteration 20F: 3 clusters Score -131165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (52323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52323 members 
Entering Unmasked Estep 
Score: -4683373.500000 Penalty: 1765.593628
	Iteration 0F: 2 clusters Score -4683374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -4648381.500000 Penalty: 3531.187256
	Iteration 0F: 3 clusters Score -4648382 nChanged 24512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -4662221.500000 Penalty: 3531.187256
	Iteration 1F: 3 clusters Score -4662222 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -4663084.500000 Penalty: 3531.187256
	Iteration 2Q: 3 clusters Score -4663084 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -4664492.000000 Penalty: 3531.187256
	Iteration 3F: 3 clusters Score -4664492 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -4666578.000000 Penalty: 3531.187256
	Iteration 4F: 3 clusters Score -4666578 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -4669366.000000 Penalty: 3531.187256
	Iteration 5F: 3 clusters Score -4669366 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -4672206.500000 Penalty: 3531.187256
	Iteration 6F: 3 clusters Score -4672206 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -4674863.500000 Penalty: 3531.187256
	Iteration 7F: 3 clusters Score -4674864 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -4677244.500000 Penalty: 3531.187256
	Iteration 8F: 3 clusters Score -4677244 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -4679287.000000 Penalty: 3531.187256
	Iteration 9Q: 3 clusters Score -4679287 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -4680879.500000 Penalty: 3531.187256
	Iteration 10Q: 3 clusters Score -4680880 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47758 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -4681812.000000 Penalty: 3531.187256
	Iteration 11Q: 3 clusters Score -4681812 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48336 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -4682334.500000 Penalty: 3531.187256
	Iteration 12Q: 3 clusters Score -4682334 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48752 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -4682638.500000 Penalty: 3531.187256
	Iteration 13Q: 3 clusters Score -4682638 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49046 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -4682797.500000 Penalty: 3531.187256
	Iteration 14Q: 3 clusters Score -4682798 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -4682950.500000 Penalty: 3531.187256
	Iteration 15Q: 3 clusters Score -4682950 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49468 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -4683045.500000 Penalty: 3531.187256
	Iteration 16Q: 3 clusters Score -4683046 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49608 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -4683083.500000 Penalty: 3531.187256
	Iteration 17Q: 3 clusters Score -4683084 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49712 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -4683118.500000 Penalty: 3531.187256
	Iteration 18Q: 3 clusters Score -4683118 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49795 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -4683162.500000 Penalty: 3531.187256
	Iteration 19Q: 3 clusters Score -4683162 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49858 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -4683177.500000 Penalty: 3531.187256
	Iteration 20F: 3 clusters Score -4683178 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49913 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -4683185.500000 Penalty: 3531.187256
	Iteration 21Q: 3 clusters Score -4683186 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49951 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -4683192.000000 Penalty: 3531.187256
	Iteration 22Q: 3 clusters Score -4683192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49978 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -4683198.500000 Penalty: 3531.187256
	Iteration 23Q: 3 clusters Score -4683198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49989 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -4683200.500000 Penalty: 3531.187256
	Iteration 24Q: 3 clusters Score -4683200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49995 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -4683195.500000 Penalty: 3531.187256
	Iteration 25Q: 3 clusters Score -4683196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49999 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -4683200.000000 Penalty: 3531.187256
	Iteration 26Q: 3 clusters Score -4683200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50002 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -4683198.000000 Penalty: 3531.187256
	Iteration 27Q: 3 clusters Score -4683198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50003 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -4683202.000000 Penalty: 3531.187256
	Iteration 28Q: 3 clusters Score -4683202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50006 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -4683200.000000 Penalty: 3531.187256
	Iteration 29Q: 3 clusters Score -4683200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50008 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -4683202.500000 Penalty: 3531.187256
	Iteration 30Q: 3 clusters Score -4683202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50009 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -4683202.500000 Penalty: 3531.187256
	Iteration 31Q: 3 clusters Score -4683202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50009 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -4683202.500000 Penalty: 3531.187256
	Iteration 32F: 3 clusters Score -4683202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Entering Unmasked Estep 
Score: -157569.109375 Penalty: 1220.800415
	Iteration 0F: 2 clusters Score -157569.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -155547.734375 Penalty: 2441.600830
	Iteration 0F: 3 clusters Score -155547.7 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -155956.828125 Penalty: 2441.600830
	Iteration 1F: 3 clusters Score -155956.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -156089.906250 Penalty: 2441.600830
	Iteration 2F: 3 clusters Score -156089.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -156183.031250 Penalty: 2441.600830
	Iteration 3F: 3 clusters Score -156183 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -156266.656250 Penalty: 2441.600830
	Iteration 4Q: 3 clusters Score -156266.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -156333.218750 Penalty: 2441.600830
	Iteration 5Q: 3 clusters Score -156333.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -156372.000000 Penalty: 2441.600830
	Iteration 6Q: 3 clusters Score -156372 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -156393.531250 Penalty: 2441.600830
	Iteration 7Q: 3 clusters Score -156393.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -156425.578125 Penalty: 2441.600830
	Iteration 8Q: 3 clusters Score -156425.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -156463.640625 Penalty: 2441.600830
	Iteration 9Q: 3 clusters Score -156463.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -156506.531250 Penalty: 2441.600830
	Iteration 10Q: 3 clusters Score -156506.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -156550.390625 Penalty: 2441.600830
	Iteration 11Q: 3 clusters Score -156550.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -156575.218750 Penalty: 2441.600830
	Iteration 12Q: 3 clusters Score -156575.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -156598.656250 Penalty: 2441.600830
	Iteration 13Q: 3 clusters Score -156598.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -156637.546875 Penalty: 2441.600830
	Iteration 14Q: 3 clusters Score -156637.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -156657.562500 Penalty: 2441.600830
	Iteration 15Q: 3 clusters Score -156657.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -156670.625000 Penalty: 2441.600830
	Iteration 16Q: 3 clusters Score -156670.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -156678.468750 Penalty: 2441.600830
	Iteration 17Q: 3 clusters Score -156678.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -156683.843750 Penalty: 2441.600830
	Iteration 18Q: 3 clusters Score -156683.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -156687.281250 Penalty: 2441.600830
	Iteration 19Q: 3 clusters Score -156687.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -156689.984375 Penalty: 2441.600830
	Iteration 20F: 3 clusters Score -156690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -156692.734375 Penalty: 2441.600830
	Iteration 21Q: 3 clusters Score -156692.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -156694.875000 Penalty: 2441.600830
	Iteration 22Q: 3 clusters Score -156694.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -156698.281250 Penalty: 2441.600830
	Iteration 23Q: 3 clusters Score -156698.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -156701.109375 Penalty: 2441.600830
	Iteration 24Q: 3 clusters Score -156701.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -156704.921875 Penalty: 2441.600830
	Iteration 25Q: 3 clusters Score -156704.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -156707.125000 Penalty: 2441.600830
	Iteration 26Q: 3 clusters Score -156707.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -156711.171875 Penalty: 2441.600830
	Iteration 27Q: 3 clusters Score -156711.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -156719.500000 Penalty: 2441.600830
	Iteration 28Q: 3 clusters Score -156719.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -156730.140625 Penalty: 2441.600830
	Iteration 29Q: 3 clusters Score -156730.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -156738.765625 Penalty: 2441.600830
	Iteration 30Q: 3 clusters Score -156738.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -156761.593750 Penalty: 2441.600830
	Iteration 31Q: 3 clusters Score -156761.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -156799.500000 Penalty: 2441.600830
	Iteration 32Q: 3 clusters Score -156799.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -156841.546875 Penalty: 2441.600830
	Iteration 33Q: 3 clusters Score -156841.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -156867.593750 Penalty: 2441.600830
	Iteration 34Q: 3 clusters Score -156867.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -156897.953125 Penalty: 2441.600830
	Iteration 35Q: 3 clusters Score -156898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -156920.828125 Penalty: 2441.600830
	Iteration 36Q: 3 clusters Score -156920.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -156938.296875 Penalty: 2441.600830
	Iteration 37Q: 3 clusters Score -156938.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -156951.437500 Penalty: 2441.600830
	Iteration 38Q: 3 clusters Score -156951.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -156960.046875 Penalty: 2441.600830
	Iteration 39Q: 3 clusters Score -156960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -156969.484375 Penalty: 2441.600830
	Iteration 40F: 3 clusters Score -156969.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -156976.093750 Penalty: 2441.600830
	Iteration 41Q: 3 clusters Score -156976.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -156978.671875 Penalty: 2441.600830
	Iteration 42Q: 3 clusters Score -156978.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -156983.312500 Penalty: 2441.600830
	Iteration 43Q: 3 clusters Score -156983.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -156990.234375 Penalty: 2441.600830
	Iteration 44Q: 3 clusters Score -156990.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -156994.609375 Penalty: 2441.600830
	Iteration 45Q: 3 clusters Score -156994.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -157001.750000 Penalty: 2441.600830
	Iteration 46Q: 3 clusters Score -157001.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -157006.093750 Penalty: 2441.600830
	Iteration 47Q: 3 clusters Score -157006.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -157011.656250 Penalty: 2441.600830
	Iteration 48Q: 3 clusters Score -157011.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -157018.015625 Penalty: 2441.600830
	Iteration 49Q: 3 clusters Score -157018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -157024.593750 Penalty: 2441.600830
	Iteration 50Q: 3 clusters Score -157024.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -157028.921875 Penalty: 2441.600830
	Iteration 51Q: 3 clusters Score -157028.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -157033.421875 Penalty: 2441.600830
	Iteration 52Q: 3 clusters Score -157033.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -157036.578125 Penalty: 2441.600830
	Iteration 53Q: 3 clusters Score -157036.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -157037.859375 Penalty: 2441.600830
	Iteration 54Q: 3 clusters Score -157037.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -157038.906250 Penalty: 2441.600830
	Iteration 55Q: 3 clusters Score -157038.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -157039.859375 Penalty: 2441.600830
	Iteration 56Q: 3 clusters Score -157039.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -157041.046875 Penalty: 2441.600830
	Iteration 57Q: 3 clusters Score -157041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -157041.500000 Penalty: 2441.600830
	Iteration 58Q: 3 clusters Score -157041.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -157041.812500 Penalty: 2441.600830
	Iteration 59Q: 3 clusters Score -157041.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -157042.031250 Penalty: 2441.600830
	Iteration 60F: 3 clusters Score -157042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -157045.000000 Penalty: 2441.600830
	Iteration 61Q: 3 clusters Score -157045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -157049.265625 Penalty: 2441.600830
	Iteration 62Q: 3 clusters Score -157049.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -157052.718750 Penalty: 2441.600830
	Iteration 63Q: 3 clusters Score -157052.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -157057.421875 Penalty: 2441.600830
	Iteration 64Q: 3 clusters Score -157057.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -157058.734375 Penalty: 2441.600830
	Iteration 65Q: 3 clusters Score -157058.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -157061.109375 Penalty: 2441.600830
	Iteration 66Q: 3 clusters Score -157061.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -157062.187500 Penalty: 2441.600830
	Iteration 67Q: 3 clusters Score -157062.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -157063.609375 Penalty: 2441.600830
	Iteration 68Q: 3 clusters Score -157063.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -157069.484375 Penalty: 2441.600830
	Iteration 69Q: 3 clusters Score -157069.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -157074.296875 Penalty: 2441.600830
	Iteration 70Q: 3 clusters Score -157074.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -157082.734375 Penalty: 2441.600830
	Iteration 71Q: 3 clusters Score -157082.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -157096.890625 Penalty: 2441.600830
	Iteration 72Q: 3 clusters Score -157096.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -157102.000000 Penalty: 2441.600830
	Iteration 73Q: 3 clusters Score -157102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -157108.578125 Penalty: 2441.600830
	Iteration 74Q: 3 clusters Score -157108.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -157117.953125 Penalty: 2441.600830
	Iteration 75Q: 3 clusters Score -157118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -157125.656250 Penalty: 2441.600830
	Iteration 76Q: 3 clusters Score -157125.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -157133.750000 Penalty: 2441.600830
	Iteration 77Q: 3 clusters Score -157133.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -157141.578125 Penalty: 2441.600830
	Iteration 78Q: 3 clusters Score -157141.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -157151.171875 Penalty: 2441.600830
	Iteration 79Q: 3 clusters Score -157151.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -157169.421875 Penalty: 2441.600830
	Iteration 80F: 3 clusters Score -157169.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -157187.890625 Penalty: 2441.600830
	Iteration 81Q: 3 clusters Score -157187.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -157205.312500 Penalty: 2441.600830
	Iteration 82Q: 3 clusters Score -157205.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -157223.437500 Penalty: 2441.600830
	Iteration 83Q: 3 clusters Score -157223.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -157237.812500 Penalty: 2441.600830
	Iteration 84Q: 3 clusters Score -157237.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -157253.359375 Penalty: 2441.600830
	Iteration 85Q: 3 clusters Score -157253.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -157271.750000 Penalty: 2441.600830
	Iteration 86Q: 3 clusters Score -157271.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -157280.593750 Penalty: 2441.600830
	Iteration 87Q: 3 clusters Score -157280.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -157285.375000 Penalty: 2441.600830
	Iteration 88Q: 3 clusters Score -157285.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -157288.625000 Penalty: 2441.600830
	Iteration 89Q: 3 clusters Score -157288.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -157291.437500 Penalty: 2441.600830
	Iteration 90Q: 3 clusters Score -157291.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -157292.515625 Penalty: 2441.600830
	Iteration 91Q: 3 clusters Score -157292.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -157292.515625 Penalty: 2441.600830
	Iteration 92F: 3 clusters Score -157292.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (123820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123820 members 
Entering Unmasked Estep 
Score: -11743031.000000 Penalty: 1905.569946
	Iteration 0F: 2 clusters Score -1.174303e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61841 members 
Mstep: Class 2 contains 61979 members 
Entering Unmasked Estep 
Score: -11659885.000000 Penalty: 3811.139893
	Iteration 0F: 3 clusters Score -1.165988e+07 nChanged 59445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61082 members 
Mstep: Class 2 contains 62738 members 
Entering Unmasked Estep 
Score: -11694402.000000 Penalty: 3811.139893
	Iteration 1F: 3 clusters Score -1.16944e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60111 members 
Mstep: Class 2 contains 63709 members 
Entering Unmasked Estep 
Score: -11695132.000000 Penalty: 3811.139893
	Iteration 2Q: 3 clusters Score -1.169513e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58584 members 
Mstep: Class 2 contains 65236 members 
Entering Unmasked Estep 
Score: -11696028.000000 Penalty: 3811.139893
	Iteration 3Q: 3 clusters Score -1.169603e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56179 members 
Mstep: Class 2 contains 67641 members 
Entering Unmasked Estep 
Score: -11697275.000000 Penalty: 3811.139893
	Iteration 4Q: 3 clusters Score -1.169728e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52457 members 
Mstep: Class 2 contains 71363 members 
Entering Unmasked Estep 
Score: -11699288.000000 Penalty: 3811.139893
	Iteration 5Q: 3 clusters Score -1.169929e+07 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 76794 members 
Entering Unmasked Estep 
Score: -11702934.000000 Penalty: 3811.139893
	Iteration 6F: 3 clusters Score -1.170293e+07 nChanged 8524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 83992 members 
Entering Unmasked Estep 
Score: -11708586.000000 Penalty: 3811.139893
	Iteration 7F: 3 clusters Score -1.170859e+07 nChanged 9379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 92337 members 
Entering Unmasked Estep 
Score: -11715734.000000 Penalty: 3811.139893
	Iteration 8F: 3 clusters Score -1.171573e+07 nChanged 8865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 100484 members 
Entering Unmasked Estep 
Score: -11723067.000000 Penalty: 3811.139893
	Iteration 9F: 3 clusters Score -1.172307e+07 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 106986 members 
Entering Unmasked Estep 
Score: -11729007.000000 Penalty: 3811.139893
	Iteration 10F: 3 clusters Score -1.172901e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 111619 members 
Entering Unmasked Estep 
Score: -11733255.000000 Penalty: 3811.139893
	Iteration 11Q: 3 clusters Score -1.173326e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 114549 members 
Entering Unmasked Estep 
Score: -11735870.000000 Penalty: 3811.139893
	Iteration 12Q: 3 clusters Score -1.173587e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 116379 members 
Entering Unmasked Estep 
Score: -11737450.000000 Penalty: 3811.139893
	Iteration 13Q: 3 clusters Score -1.173745e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 117621 members 
Entering Unmasked Estep 
Score: -11738389.000000 Penalty: 3811.139893
	Iteration 14Q: 3 clusters Score -1.173839e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 118582 members 
Entering Unmasked Estep 
Score: -11739116.000000 Penalty: 3811.139893
	Iteration 15Q: 3 clusters Score -1.173912e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 119367 members 
Entering Unmasked Estep 
Score: -11739578.000000 Penalty: 3811.139893
	Iteration 16Q: 3 clusters Score -1.173958e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 120011 members 
Entering Unmasked Estep 
Score: -11739906.000000 Penalty: 3811.139893
	Iteration 17Q: 3 clusters Score -1.173991e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 120541 members 
Entering Unmasked Estep 
Score: -11740101.000000 Penalty: 3811.139893
	Iteration 18Q: 3 clusters Score -1.17401e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 120987 members 
Entering Unmasked Estep 
Score: -11740333.000000 Penalty: 3811.139893
	Iteration 19Q: 3 clusters Score -1.174033e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 121403 members 
Entering Unmasked Estep 
Score: -11740524.000000 Penalty: 3811.139893
	Iteration 20F: 3 clusters Score -1.174052e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 121742 members 
Entering Unmasked Estep 
Score: -11740669.000000 Penalty: 3811.139893
	Iteration 21Q: 3 clusters Score -1.174067e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 122018 members 
Entering Unmasked Estep 
Score: -11740842.000000 Penalty: 3811.139893
	Iteration 22Q: 3 clusters Score -1.174084e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 122253 members 
Entering Unmasked Estep 
Score: -11740943.000000 Penalty: 3811.139893
	Iteration 23Q: 3 clusters Score -1.174094e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 122435 members 
Entering Unmasked Estep 
Score: -11741005.000000 Penalty: 3811.139893
	Iteration 24Q: 3 clusters Score -1.1741e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 122586 members 
Entering Unmasked Estep 
Score: -11741070.000000 Penalty: 3811.139893
	Iteration 25Q: 3 clusters Score -1.174107e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 122711 members 
Entering Unmasked Estep 
Score: -11741131.000000 Penalty: 3811.139893
	Iteration 26Q: 3 clusters Score -1.174113e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 122814 members 
Entering Unmasked Estep 
Score: -11741178.000000 Penalty: 3811.139893
	Iteration 27Q: 3 clusters Score -1.174118e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 122886 members 
Entering Unmasked Estep 
Score: -11741215.000000 Penalty: 3811.139893
	Iteration 28Q: 3 clusters Score -1.174122e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 122945 members 
Entering Unmasked Estep 
Score: -11741237.000000 Penalty: 3811.139893
	Iteration 29Q: 3 clusters Score -1.174124e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 122991 members 
Entering Unmasked Estep 
Score: -11741262.000000 Penalty: 3811.139893
	Iteration 30Q: 3 clusters Score -1.174126e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 123028 members 
Entering Unmasked Estep 
Score: -11741301.000000 Penalty: 3811.139893
	Iteration 31Q: 3 clusters Score -1.17413e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 123054 members 
Entering Unmasked Estep 
Score: -11741312.000000 Penalty: 3811.139893
	Iteration 32Q: 3 clusters Score -1.174131e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 123075 members 
Entering Unmasked Estep 
Score: -11741344.000000 Penalty: 3811.139893
	Iteration 33Q: 3 clusters Score -1.174134e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 123098 members 
Entering Unmasked Estep 
Score: -11741340.000000 Penalty: 3811.139893
	Iteration 34Q: 3 clusters Score -1.174134e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 123120 members 
Entering Unmasked Estep 
Score: -11741361.000000 Penalty: 3811.139893
	Iteration 35Q: 3 clusters Score -1.174136e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 123140 members 
Entering Unmasked Estep 
Score: -11741361.000000 Penalty: 3811.139893
	Iteration 36Q: 3 clusters Score -1.174136e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 123162 members 
Entering Unmasked Estep 
Score: -11741383.000000 Penalty: 3811.139893
	Iteration 37Q: 3 clusters Score -1.174138e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 123174 members 
Entering Unmasked Estep 
Score: -11741391.000000 Penalty: 3811.139893
	Iteration 38Q: 3 clusters Score -1.174139e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 123190 members 
Entering Unmasked Estep 
Score: -11741394.000000 Penalty: 3811.139893
	Iteration 39Q: 3 clusters Score -1.174139e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 123203 members 
Entering Unmasked Estep 
Score: -11741401.000000 Penalty: 3811.139893
	Iteration 40F: 3 clusters Score -1.17414e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 123216 members 
Entering Unmasked Estep 
Score: -11741407.000000 Penalty: 3811.139893
	Iteration 41Q: 3 clusters Score -1.174141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 123224 members 
Entering Unmasked Estep 
Score: -11741409.000000 Penalty: 3811.139893
	Iteration 42Q: 3 clusters Score -1.174141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 123230 members 
Entering Unmasked Estep 
Score: -11741414.000000 Penalty: 3811.139893
	Iteration 43Q: 3 clusters Score -1.174141e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 123243 members 
Entering Unmasked Estep 
Score: -11741413.000000 Penalty: 3811.139893
	Iteration 44Q: 3 clusters Score -1.174141e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 123256 members 
Entering Unmasked Estep 
Score: -11741421.000000 Penalty: 3811.139893
	Iteration 45Q: 3 clusters Score -1.174142e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 123269 members 
Entering Unmasked Estep 
Score: -11741433.000000 Penalty: 3811.139893
	Iteration 46Q: 3 clusters Score -1.174143e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 123282 members 
Entering Unmasked Estep 
Score: -11741439.000000 Penalty: 3811.139893
	Iteration 47Q: 3 clusters Score -1.174144e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 123290 members 
Entering Unmasked Estep 
Score: -11741448.000000 Penalty: 3811.139893
	Iteration 48Q: 3 clusters Score -1.174145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 123297 members 
Entering Unmasked Estep 
Score: -11741443.000000 Penalty: 3811.139893
	Iteration 49Q: 3 clusters Score -1.174144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 123297 members 
Entering Unmasked Estep 
Score: -11741442.000000 Penalty: 3811.139893
	Iteration 50Q: 3 clusters Score -1.174144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 123298 members 
Entering Unmasked Estep 
Score: -11741444.000000 Penalty: 3811.139893
	Iteration 51Q: 3 clusters Score -1.174144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 123301 members 
Entering Unmasked Estep 
Score: -11741450.000000 Penalty: 3811.139893
	Iteration 52Q: 3 clusters Score -1.174145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 123304 members 
Entering Unmasked Estep 
Score: -11741454.000000 Penalty: 3811.139893
	Iteration 53Q: 3 clusters Score -1.174145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 123305 members 
Entering Unmasked Estep 
Score: -11741454.000000 Penalty: 3811.139893
	Iteration 54Q: 3 clusters Score -1.174145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 123307 members 
Entering Unmasked Estep 
Score: -11741456.000000 Penalty: 3811.139893
	Iteration 55Q: 3 clusters Score -1.174146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 123309 members 
Entering Unmasked Estep 
Score: -11741454.000000 Penalty: 3811.139893
	Iteration 56Q: 3 clusters Score -1.174145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 123310 members 
Entering Unmasked Estep 
Score: -11741455.000000 Penalty: 3811.139893
	Iteration 57Q: 3 clusters Score -1.174146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 123313 members 
Entering Unmasked Estep 
Score: -11741459.000000 Penalty: 3811.139893
	Iteration 58Q: 3 clusters Score -1.174146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 123314 members 
Entering Unmasked Estep 
Score: -11741459.000000 Penalty: 3811.139893
	Iteration 59Q: 3 clusters Score -1.174146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 123316 members 
Entering Unmasked Estep 
Score: -11741452.000000 Penalty: 3811.139893
	Iteration 60F: 3 clusters Score -1.174145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 123320 members 
Entering Unmasked Estep 
Score: -11741459.000000 Penalty: 3811.139893
	Iteration 61Q: 3 clusters Score -1.174146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 123323 members 
Entering Unmasked Estep 
Score: -11741459.000000 Penalty: 3811.139893
	Iteration 62Q: 3 clusters Score -1.174146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 123328 members 
Entering Unmasked Estep 
Score: -11741463.000000 Penalty: 3811.139893
	Iteration 63Q: 3 clusters Score -1.174146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 123334 members 
Entering Unmasked Estep 
Score: -11741462.000000 Penalty: 3811.139893
	Iteration 64Q: 3 clusters Score -1.174146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 123337 members 
Entering Unmasked Estep 
Score: -11741469.000000 Penalty: 3811.139893
	Iteration 65Q: 3 clusters Score -1.174147e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 123340 members 
Entering Unmasked Estep 
Score: -11741467.000000 Penalty: 3811.139893
	Iteration 66Q: 3 clusters Score -1.174147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 123345 members 
Entering Unmasked Estep 
Score: -11741468.000000 Penalty: 3811.139893
	Iteration 67Q: 3 clusters Score -1.174147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 123347 members 
Entering Unmasked Estep 
Score: -11741473.000000 Penalty: 3811.139893
	Iteration 68Q: 3 clusters Score -1.174147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 123349 members 
Entering Unmasked Estep 
Score: -11741473.000000 Penalty: 3811.139893
	Iteration 69Q: 3 clusters Score -1.174147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 123349 members 
Entering Unmasked Estep 
Score: -11741470.000000 Penalty: 3811.139893
	Iteration 70Q: 3 clusters Score -1.174147e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 123349 members 
Entering Unmasked Estep 
Score: -11741470.000000 Penalty: 3811.139893
	Iteration 71F: 3 clusters Score -1.174147e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Entering Unmasked Estep 
Score: -927575.750000 Penalty: 1498.377686
	Iteration 0F: 2 clusters Score -927575.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -920363.000000 Penalty: 2996.755371
	Iteration 0F: 3 clusters Score -920363 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -922738.375000 Penalty: 2996.755371
	Iteration 1F: 3 clusters Score -922738.4 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -922990.125000 Penalty: 2996.755371
	Iteration 2F: 3 clusters Score -922990.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -923174.812500 Penalty: 2996.755371
	Iteration 3Q: 3 clusters Score -923174.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -923331.375000 Penalty: 2996.755371
	Iteration 4Q: 3 clusters Score -923331.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -923479.812500 Penalty: 2996.755371
	Iteration 5Q: 3 clusters Score -923479.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -923625.687500 Penalty: 2996.755371
	Iteration 6Q: 3 clusters Score -923625.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -923783.250000 Penalty: 2996.755371
	Iteration 7Q: 3 clusters Score -923783.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -923962.250000 Penalty: 2996.755371
	Iteration 8Q: 3 clusters Score -923962.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -924198.625000 Penalty: 2996.755371
	Iteration 9Q: 3 clusters Score -924198.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -924495.625000 Penalty: 2996.755371
	Iteration 10Q: 3 clusters Score -924495.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -924841.687500 Penalty: 2996.755371
	Iteration 11Q: 3 clusters Score -924841.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -925182.437500 Penalty: 2996.755371
	Iteration 12Q: 3 clusters Score -925182.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -925471.812500 Penalty: 2996.755371
	Iteration 13Q: 3 clusters Score -925471.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -925679.625000 Penalty: 2996.755371
	Iteration 14Q: 3 clusters Score -925679.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -925832.500000 Penalty: 2996.755371
	Iteration 15Q: 3 clusters Score -925832.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -925933.750000 Penalty: 2996.755371
	Iteration 16Q: 3 clusters Score -925933.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -926013.625000 Penalty: 2996.755371
	Iteration 17Q: 3 clusters Score -926013.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -926052.875000 Penalty: 2996.755371
	Iteration 18Q: 3 clusters Score -926052.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -926091.062500 Penalty: 2996.755371
	Iteration 19Q: 3 clusters Score -926091.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -926128.125000 Penalty: 2996.755371
	Iteration 20F: 3 clusters Score -926128.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -926156.187500 Penalty: 2996.755371
	Iteration 21Q: 3 clusters Score -926156.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -926182.312500 Penalty: 2996.755371
	Iteration 22Q: 3 clusters Score -926182.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -926201.437500 Penalty: 2996.755371
	Iteration 23Q: 3 clusters Score -926201.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -926214.000000 Penalty: 2996.755371
	Iteration 24Q: 3 clusters Score -926214 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -926232.437500 Penalty: 2996.755371
	Iteration 25Q: 3 clusters Score -926232.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -926248.375000 Penalty: 2996.755371
	Iteration 26Q: 3 clusters Score -926248.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -926264.062500 Penalty: 2996.755371
	Iteration 27Q: 3 clusters Score -926264.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -926277.687500 Penalty: 2996.755371
	Iteration 28Q: 3 clusters Score -926277.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -926294.812500 Penalty: 2996.755371
	Iteration 29Q: 3 clusters Score -926294.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -926311.062500 Penalty: 2996.755371
	Iteration 30Q: 3 clusters Score -926311.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -926325.687500 Penalty: 2996.755371
	Iteration 31Q: 3 clusters Score -926325.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -926335.500000 Penalty: 2996.755371
	Iteration 32Q: 3 clusters Score -926335.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -926338.875000 Penalty: 2996.755371
	Iteration 33Q: 3 clusters Score -926338.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -926339.937500 Penalty: 2996.755371
	Iteration 34Q: 3 clusters Score -926339.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -926342.625000 Penalty: 2996.755371
	Iteration 35Q: 3 clusters Score -926342.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -926345.562500 Penalty: 2996.755371
	Iteration 36Q: 3 clusters Score -926345.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -926346.125000 Penalty: 2996.755371
	Iteration 37Q: 3 clusters Score -926346.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -926347.000000 Penalty: 2996.755371
	Iteration 38Q: 3 clusters Score -926347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -926348.562500 Penalty: 2996.755371
	Iteration 39Q: 3 clusters Score -926348.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -926348.687500 Penalty: 2996.755371
	Iteration 40F: 3 clusters Score -926348.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -926349.875000 Penalty: 2996.755371
	Iteration 41Q: 3 clusters Score -926349.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -926349.250000 Penalty: 2996.755371
	Iteration 42Q: 3 clusters Score -926349.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -926351.187500 Penalty: 2996.755371
	Iteration 43Q: 3 clusters Score -926351.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -926353.375000 Penalty: 2996.755371
	Iteration 44Q: 3 clusters Score -926353.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -926353.500000 Penalty: 2996.755371
	Iteration 45Q: 3 clusters Score -926353.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -926354.375000 Penalty: 2996.755371
	Iteration 46Q: 3 clusters Score -926354.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -926354.750000 Penalty: 2996.755371
	Iteration 47Q: 3 clusters Score -926354.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -926354.750000 Penalty: 2996.755371
	Iteration 48F: 3 clusters Score -926354.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Entering Unmasked Estep 
Score: -892323.375000 Penalty: 1497.312744
	Iteration 0F: 2 clusters Score -892323.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -885118.687500 Penalty: 2994.625488
	Iteration 0F: 3 clusters Score -885118.7 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -887602.187500 Penalty: 2994.625488
	Iteration 1F: 3 clusters Score -887602.2 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -887962.875000 Penalty: 2994.625488
	Iteration 2F: 3 clusters Score -887962.9 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -888394.875000 Penalty: 2994.625488
	Iteration 3F: 3 clusters Score -888394.9 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -888929.312500 Penalty: 2994.625488
	Iteration 4F: 3 clusters Score -888929.3 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -889516.125000 Penalty: 2994.625488
	Iteration 5F: 3 clusters Score -889516.1 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -890102.187500 Penalty: 2994.625488
	Iteration 6F: 3 clusters Score -890102.2 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -890619.250000 Penalty: 2994.625488
	Iteration 7F: 3 clusters Score -890619.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -891050.062500 Penalty: 2994.625488
	Iteration 8F: 3 clusters Score -891050.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -891360.500000 Penalty: 2994.625488
	Iteration 9Q: 3 clusters Score -891360.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -891557.375000 Penalty: 2994.625488
	Iteration 10Q: 3 clusters Score -891557.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -891658.000000 Penalty: 2994.625488
	Iteration 11Q: 3 clusters Score -891658 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -891701.437500 Penalty: 2994.625488
	Iteration 12Q: 3 clusters Score -891701.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -891732.250000 Penalty: 2994.625488
	Iteration 13Q: 3 clusters Score -891732.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -891747.000000 Penalty: 2994.625488
	Iteration 14Q: 3 clusters Score -891747 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -891771.437500 Penalty: 2994.625488
	Iteration 15Q: 3 clusters Score -891771.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -891788.000000 Penalty: 2994.625488
	Iteration 16Q: 3 clusters Score -891788 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -891800.937500 Penalty: 2994.625488
	Iteration 17Q: 3 clusters Score -891800.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -891810.000000 Penalty: 2994.625488
	Iteration 18Q: 3 clusters Score -891810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -891821.312500 Penalty: 2994.625488
	Iteration 19Q: 3 clusters Score -891821.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -891830.125000 Penalty: 2994.625488
	Iteration 20F: 3 clusters Score -891830.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -891834.750000 Penalty: 2994.625488
	Iteration 21Q: 3 clusters Score -891834.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -891841.625000 Penalty: 2994.625488
	Iteration 22Q: 3 clusters Score -891841.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -891849.500000 Penalty: 2994.625488
	Iteration 23Q: 3 clusters Score -891849.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -891859.250000 Penalty: 2994.625488
	Iteration 24Q: 3 clusters Score -891859.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -891865.687500 Penalty: 2994.625488
	Iteration 25Q: 3 clusters Score -891865.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -891867.375000 Penalty: 2994.625488
	Iteration 26Q: 3 clusters Score -891867.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -891869.062500 Penalty: 2994.625488
	Iteration 27Q: 3 clusters Score -891869.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -891872.625000 Penalty: 2994.625488
	Iteration 28Q: 3 clusters Score -891872.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -891875.000000 Penalty: 2994.625488
	Iteration 29Q: 3 clusters Score -891875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -891877.687500 Penalty: 2994.625488
	Iteration 30Q: 3 clusters Score -891877.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -891877.625000 Penalty: 2994.625488
	Iteration 31Q: 3 clusters Score -891877.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -891876.875000 Penalty: 2994.625488
	Iteration 32Q: 3 clusters Score -891876.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -891881.937500 Penalty: 2994.625488
	Iteration 33Q: 3 clusters Score -891881.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -891881.687500 Penalty: 2994.625488
	Iteration 34Q: 3 clusters Score -891881.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -891884.625000 Penalty: 2994.625488
	Iteration 35Q: 3 clusters Score -891884.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -891885.562500 Penalty: 2994.625488
	Iteration 36Q: 3 clusters Score -891885.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -891885.125000 Penalty: 2994.625488
	Iteration 37Q: 3 clusters Score -891885.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -891885.875000 Penalty: 2994.625488
	Iteration 38Q: 3 clusters Score -891885.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -891886.437500 Penalty: 2994.625488
	Iteration 39Q: 3 clusters Score -891886.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -891887.000000 Penalty: 2994.625488
	Iteration 40F: 3 clusters Score -891887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -891889.437500 Penalty: 2994.625488
	Iteration 41Q: 3 clusters Score -891889.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -891892.312500 Penalty: 2994.625488
	Iteration 42Q: 3 clusters Score -891892.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -891894.125000 Penalty: 2994.625488
	Iteration 43Q: 3 clusters Score -891894.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -891895.937500 Penalty: 2994.625488
	Iteration 44Q: 3 clusters Score -891895.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -891902.875000 Penalty: 2994.625488
	Iteration 45Q: 3 clusters Score -891902.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -891906.312500 Penalty: 2994.625488
	Iteration 46Q: 3 clusters Score -891906.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -891909.937500 Penalty: 2994.625488
	Iteration 47Q: 3 clusters Score -891909.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -891913.937500 Penalty: 2994.625488
	Iteration 48Q: 3 clusters Score -891913.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -891917.937500 Penalty: 2994.625488
	Iteration 49Q: 3 clusters Score -891917.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -891923.312500 Penalty: 2994.625488
	Iteration 50Q: 3 clusters Score -891923.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -891923.875000 Penalty: 2994.625488
	Iteration 51Q: 3 clusters Score -891923.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -891928.687500 Penalty: 2994.625488
	Iteration 52Q: 3 clusters Score -891928.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -891930.375000 Penalty: 2994.625488
	Iteration 53Q: 3 clusters Score -891930.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -891936.937500 Penalty: 2994.625488
	Iteration 54Q: 3 clusters Score -891936.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -891937.687500 Penalty: 2994.625488
	Iteration 55Q: 3 clusters Score -891937.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -891937.812500 Penalty: 2994.625488
	Iteration 56Q: 3 clusters Score -891937.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -891935.875000 Penalty: 2994.625488
	Iteration 57Q: 3 clusters Score -891935.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -891938.937500 Penalty: 2994.625488
	Iteration 58Q: 3 clusters Score -891938.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -891940.750000 Penalty: 2994.625488
	Iteration 59Q: 3 clusters Score -891940.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -891941.562500 Penalty: 2994.625488
	Iteration 60F: 3 clusters Score -891941.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -891942.437500 Penalty: 2994.625488
	Iteration 61Q: 3 clusters Score -891942.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -891942.437500 Penalty: 2994.625488
	Iteration 62Q: 3 clusters Score -891942.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -891944.125000 Penalty: 2994.625488
	Iteration 63Q: 3 clusters Score -891944.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -891946.375000 Penalty: 2994.625488
	Iteration 64Q: 3 clusters Score -891946.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -891946.062500 Penalty: 2994.625488
	Iteration 65Q: 3 clusters Score -891946.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -891945.437500 Penalty: 2994.625488
	Iteration 66Q: 3 clusters Score -891945.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -891945.437500 Penalty: 2994.625488
	Iteration 67Q: 3 clusters Score -891945.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -891945.687500 Penalty: 2994.625488
	Iteration 68Q: 3 clusters Score -891945.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -891943.875000 Penalty: 2994.625488
	Iteration 69Q: 3 clusters Score -891943.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -891944.000000 Penalty: 2994.625488
	Iteration 70Q: 3 clusters Score -891944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -891944.000000 Penalty: 2994.625488
	Iteration 71F: 3 clusters Score -891944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (60408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60408 members 
Entering Unmasked Estep 
Score: -5558009.500000 Penalty: 1788.942505
	Iteration 0F: 2 clusters Score -5558010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -5517805.500000 Penalty: 3577.885010
	Iteration 0F: 3 clusters Score -5517806 nChanged 28370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -5534422.000000 Penalty: 3577.885010
	Iteration 1F: 3 clusters Score -5534422 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -5535278.500000 Penalty: 3577.885010
	Iteration 2Q: 3 clusters Score -5535278 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -5536462.000000 Penalty: 3577.885010
	Iteration 3Q: 3 clusters Score -5536462 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -5538307.500000 Penalty: 3577.885010
	Iteration 4F: 3 clusters Score -5538308 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -5541031.000000 Penalty: 3577.885010
	Iteration 5F: 3 clusters Score -5541031 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 47221 members 
Entering Unmasked Estep 
Score: -5544378.500000 Penalty: 3577.885010
	Iteration 6F: 3 clusters Score -5544378 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 51495 members 
Entering Unmasked Estep 
Score: -5547957.500000 Penalty: 3577.885010
	Iteration 7F: 3 clusters Score -5547958 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 55215 members 
Entering Unmasked Estep 
Score: -5551420.500000 Penalty: 3577.885010
	Iteration 8F: 3 clusters Score -5551420 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 57931 members 
Entering Unmasked Estep 
Score: -5554034.000000 Penalty: 3577.885010
	Iteration 9Q: 3 clusters Score -5554034 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 59395 members 
Entering Unmasked Estep 
Score: -5555485.500000 Penalty: 3577.885010
	Iteration 10Q: 3 clusters Score -5555486 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 59966 members 
Entering Unmasked Estep 
Score: -5556070.000000 Penalty: 3577.885010
	Iteration 11Q: 3 clusters Score -5556070 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 60145 members 
Entering Unmasked Estep 
Score: -5556278.000000 Penalty: 3577.885010
	Iteration 12Q: 3 clusters Score -5556278 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 60202 members 
Entering Unmasked Estep 
Score: -5556377.500000 Penalty: 3577.885010
	Iteration 13Q: 3 clusters Score -5556378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 60215 members 
Entering Unmasked Estep 
Score: -5556423.500000 Penalty: 3577.885010
	Iteration 14Q: 3 clusters Score -5556424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 60217 members 
Entering Unmasked Estep 
Score: -5556437.000000 Penalty: 3577.885010
	Iteration 15Q: 3 clusters Score -5556437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 60220 members 
Entering Unmasked Estep 
Score: -5556451.000000 Penalty: 3577.885010
	Iteration 16Q: 3 clusters Score -5556451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 60221 members 
Entering Unmasked Estep 
Score: -5556458.000000 Penalty: 3577.885010
	Iteration 17Q: 3 clusters Score -5556458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 60222 members 
Entering Unmasked Estep 
Score: -5556455.500000 Penalty: 3577.885010
	Iteration 18Q: 3 clusters Score -5556456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 60223 members 
Entering Unmasked Estep 
Score: -5556457.000000 Penalty: 3577.885010
	Iteration 19Q: 3 clusters Score -5556457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 60223 members 
Entering Unmasked Estep 
Score: -5556458.500000 Penalty: 3577.885010
	Iteration 20F: 3 clusters Score -5556458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Entering Unmasked Estep 
Score: -2581912.250000 Penalty: 1663.213989
	Iteration 0F: 2 clusters Score -2581912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2563065.250000 Penalty: 3326.427979
	Iteration 0F: 3 clusters Score -2563065 nChanged 12863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2570008.250000 Penalty: 3326.427979
	Iteration 1F: 3 clusters Score -2570008 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -2570405.250000 Penalty: 3326.427979
	Iteration 2Q: 3 clusters Score -2570405 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -2570796.500000 Penalty: 3326.427979
	Iteration 3Q: 3 clusters Score -2570796 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2571173.000000 Penalty: 3326.427979
	Iteration 4Q: 3 clusters Score -2571173 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2571577.000000 Penalty: 3326.427979
	Iteration 5Q: 3 clusters Score -2571577 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2572114.000000 Penalty: 3326.427979
	Iteration 6Q: 3 clusters Score -2572114 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2572772.750000 Penalty: 3326.427979
	Iteration 7Q: 3 clusters Score -2572773 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2573683.750000 Penalty: 3326.427979
	Iteration 8F: 3 clusters Score -2573684 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2574893.250000 Penalty: 3326.427979
	Iteration 9F: 3 clusters Score -2574893 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2576227.000000 Penalty: 3326.427979
	Iteration 10F: 3 clusters Score -2576227 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2577464.250000 Penalty: 3326.427979
	Iteration 11F: 3 clusters Score -2577464 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2578466.750000 Penalty: 3326.427979
	Iteration 12Q: 3 clusters Score -2578467 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2579164.500000 Penalty: 3326.427979
	Iteration 13Q: 3 clusters Score -2579164 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2579596.250000 Penalty: 3326.427979
	Iteration 14Q: 3 clusters Score -2579596 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2579883.500000 Penalty: 3326.427979
	Iteration 15Q: 3 clusters Score -2579884 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2580089.500000 Penalty: 3326.427979
	Iteration 16Q: 3 clusters Score -2580090 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2580251.000000 Penalty: 3326.427979
	Iteration 17Q: 3 clusters Score -2580251 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2580364.750000 Penalty: 3326.427979
	Iteration 18Q: 3 clusters Score -2580365 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2580443.500000 Penalty: 3326.427979
	Iteration 19Q: 3 clusters Score -2580444 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2580489.000000 Penalty: 3326.427979
	Iteration 20F: 3 clusters Score -2580489 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2580533.500000 Penalty: 3326.427979
	Iteration 21Q: 3 clusters Score -2580534 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2580565.250000 Penalty: 3326.427979
	Iteration 22Q: 3 clusters Score -2580565 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2580584.000000 Penalty: 3326.427979
	Iteration 23Q: 3 clusters Score -2580584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2580595.500000 Penalty: 3326.427979
	Iteration 24Q: 3 clusters Score -2580596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2580602.000000 Penalty: 3326.427979
	Iteration 25Q: 3 clusters Score -2580602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2580607.250000 Penalty: 3326.427979
	Iteration 26Q: 3 clusters Score -2580607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2580613.750000 Penalty: 3326.427979
	Iteration 27Q: 3 clusters Score -2580614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2580616.250000 Penalty: 3326.427979
	Iteration 28Q: 3 clusters Score -2580616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2580617.750000 Penalty: 3326.427979
	Iteration 29Q: 3 clusters Score -2580618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2580621.000000 Penalty: 3326.427979
	Iteration 30Q: 3 clusters Score -2580621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2580621.750000 Penalty: 3326.427979
	Iteration 31Q: 3 clusters Score -2580622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2580624.750000 Penalty: 3326.427979
	Iteration 32Q: 3 clusters Score -2580625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2580622.500000 Penalty: 3326.427979
	Iteration 33Q: 3 clusters Score -2580622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2580624.250000 Penalty: 3326.427979
	Iteration 34Q: 3 clusters Score -2580624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2580623.250000 Penalty: 3326.427979
	Iteration 35Q: 3 clusters Score -2580623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2580625.000000 Penalty: 3326.427979
	Iteration 36Q: 3 clusters Score -2580625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2580630.250000 Penalty: 3326.427979
	Iteration 37Q: 3 clusters Score -2580630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2580631.500000 Penalty: 3326.427979
	Iteration 38Q: 3 clusters Score -2580632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2580632.250000 Penalty: 3326.427979
	Iteration 39Q: 3 clusters Score -2580632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2580632.000000 Penalty: 3326.427979
	Iteration 40F: 3 clusters Score -2580632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2580633.750000 Penalty: 3326.427979
	Iteration 41Q: 3 clusters Score -2580634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2580637.750000 Penalty: 3326.427979
	Iteration 42Q: 3 clusters Score -2580638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2580637.000000 Penalty: 3326.427979
	Iteration 43Q: 3 clusters Score -2580637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2580638.000000 Penalty: 3326.427979
	Iteration 44Q: 3 clusters Score -2580638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2580642.250000 Penalty: 3326.427979
	Iteration 45Q: 3 clusters Score -2580642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2580645.250000 Penalty: 3326.427979
	Iteration 46Q: 3 clusters Score -2580645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2580645.000000 Penalty: 3326.427979
	Iteration 47Q: 3 clusters Score -2580645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2580655.250000 Penalty: 3326.427979
	Iteration 48Q: 3 clusters Score -2580655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2580651.000000 Penalty: 3326.427979
	Iteration 49Q: 3 clusters Score -2580651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2580655.000000 Penalty: 3326.427979
	Iteration 50Q: 3 clusters Score -2580655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2580658.250000 Penalty: 3326.427979
	Iteration 51Q: 3 clusters Score -2580658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2580658.500000 Penalty: 3326.427979
	Iteration 52Q: 3 clusters Score -2580658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2580657.500000 Penalty: 3326.427979
	Iteration 53Q: 3 clusters Score -2580658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2580657.500000 Penalty: 3326.427979
	Iteration 54F: 3 clusters Score -2580658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Entering Unmasked Estep 
Score: -3798767.250000 Penalty: 1724.040039
	Iteration 0F: 2 clusters Score -3798767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -3771494.250000 Penalty: 3448.080078
	Iteration 0F: 3 clusters Score -3771494 nChanged 19027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -3782262.500000 Penalty: 3448.080078
	Iteration 1F: 3 clusters Score -3782262 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -3782842.000000 Penalty: 3448.080078
	Iteration 2Q: 3 clusters Score -3782842 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -3783601.750000 Penalty: 3448.080078
	Iteration 3Q: 3 clusters Score -3783602 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -3784755.500000 Penalty: 3448.080078
	Iteration 4F: 3 clusters Score -3784756 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -3786600.750000 Penalty: 3448.080078
	Iteration 5F: 3 clusters Score -3786601 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -3789363.750000 Penalty: 3448.080078
	Iteration 6F: 3 clusters Score -3789364 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -3792396.000000 Penalty: 3448.080078
	Iteration 7F: 3 clusters Score -3792396 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -3794719.250000 Penalty: 3448.080078
	Iteration 8F: 3 clusters Score -3794719 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38966 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3796075.250000 Penalty: 3448.080078
	Iteration 9Q: 3 clusters Score -3796075 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3796691.250000 Penalty: 3448.080078
	Iteration 10Q: 3 clusters Score -3796691 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3796960.250000 Penalty: 3448.080078
	Iteration 11Q: 3 clusters Score -3796960 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3797085.250000 Penalty: 3448.080078
	Iteration 12Q: 3 clusters Score -3797085 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3797160.250000 Penalty: 3448.080078
	Iteration 13Q: 3 clusters Score -3797160 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3797201.000000 Penalty: 3448.080078
	Iteration 14Q: 3 clusters Score -3797201 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3797223.750000 Penalty: 3448.080078
	Iteration 15Q: 3 clusters Score -3797224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3797239.000000 Penalty: 3448.080078
	Iteration 16Q: 3 clusters Score -3797239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3797239.250000 Penalty: 3448.080078
	Iteration 17Q: 3 clusters Score -3797239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3797242.750000 Penalty: 3448.080078
	Iteration 18Q: 3 clusters Score -3797243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3797245.750000 Penalty: 3448.080078
	Iteration 19Q: 3 clusters Score -3797246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3797245.750000 Penalty: 3448.080078
	Iteration 20F: 3 clusters Score -3797246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (60765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60765 members 
Entering Unmasked Estep 
Score: -5570509.000000 Penalty: 1789.900024
	Iteration 0F: 2 clusters Score -5570509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -5529617.000000 Penalty: 3579.800049
	Iteration 0F: 3 clusters Score -5529617 nChanged 28966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -5545888.000000 Penalty: 3579.800049
	Iteration 1F: 3 clusters Score -5545888 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -5546439.000000 Penalty: 3579.800049
	Iteration 2Q: 3 clusters Score -5546439 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -5546973.500000 Penalty: 3579.800049
	Iteration 3Q: 3 clusters Score -5546974 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -5547614.500000 Penalty: 3579.800049
	Iteration 4Q: 3 clusters Score -5547614 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -5548484.500000 Penalty: 3579.800049
	Iteration 5Q: 3 clusters Score -5548484 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -5549648.000000 Penalty: 3579.800049
	Iteration 6Q: 3 clusters Score -5549648 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -5551323.000000 Penalty: 3579.800049
	Iteration 7Q: 3 clusters Score -5551323 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -5553455.000000 Penalty: 3579.800049
	Iteration 8F: 3 clusters Score -5553455 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44071 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -5556319.500000 Penalty: 3579.800049
	Iteration 9F: 3 clusters Score -5556320 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48004 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -5559539.500000 Penalty: 3579.800049
	Iteration 10F: 3 clusters Score -5559540 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51814 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -5562666.000000 Penalty: 3579.800049
	Iteration 11F: 3 clusters Score -5562666 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54934 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -5565058.500000 Penalty: 3579.800049
	Iteration 12F: 3 clusters Score -5565058 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57164 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -5566746.000000 Penalty: 3579.800049
	Iteration 13Q: 3 clusters Score -5566746 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58540 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -5567739.500000 Penalty: 3579.800049
	Iteration 14Q: 3 clusters Score -5567740 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59333 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5568285.500000 Penalty: 3579.800049
	Iteration 15Q: 3 clusters Score -5568286 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59765 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5568575.500000 Penalty: 3579.800049
	Iteration 16Q: 3 clusters Score -5568576 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60007 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5568750.500000 Penalty: 3579.800049
	Iteration 17Q: 3 clusters Score -5568750 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60137 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5568838.000000 Penalty: 3579.800049
	Iteration 18Q: 3 clusters Score -5568838 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60202 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5568884.000000 Penalty: 3579.800049
	Iteration 19Q: 3 clusters Score -5568884 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60243 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5568914.500000 Penalty: 3579.800049
	Iteration 20F: 3 clusters Score -5568914 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60271 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5568948.000000 Penalty: 3579.800049
	Iteration 21Q: 3 clusters Score -5568948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60296 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5568961.500000 Penalty: 3579.800049
	Iteration 22Q: 3 clusters Score -5568962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60318 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5568981.000000 Penalty: 3579.800049
	Iteration 23Q: 3 clusters Score -5568981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60327 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5568997.500000 Penalty: 3579.800049
	Iteration 24Q: 3 clusters Score -5568998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60342 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5569010.500000 Penalty: 3579.800049
	Iteration 25Q: 3 clusters Score -5569010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60349 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5569013.000000 Penalty: 3579.800049
	Iteration 26Q: 3 clusters Score -5569013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60352 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5569015.500000 Penalty: 3579.800049
	Iteration 27Q: 3 clusters Score -5569016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60357 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5569027.000000 Penalty: 3579.800049
	Iteration 28Q: 3 clusters Score -5569027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60361 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5569031.500000 Penalty: 3579.800049
	Iteration 29Q: 3 clusters Score -5569032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60365 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5569033.000000 Penalty: 3579.800049
	Iteration 30Q: 3 clusters Score -5569033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60369 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5569033.000000 Penalty: 3579.800049
	Iteration 31Q: 3 clusters Score -5569033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60378 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5569047.500000 Penalty: 3579.800049
	Iteration 32Q: 3 clusters Score -5569048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60388 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5569054.500000 Penalty: 3579.800049
	Iteration 33Q: 3 clusters Score -5569054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60396 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5569065.000000 Penalty: 3579.800049
	Iteration 34Q: 3 clusters Score -5569065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60405 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5569062.000000 Penalty: 3579.800049
	Iteration 35Q: 3 clusters Score -5569062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60403 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5569064.000000 Penalty: 3579.800049
	Iteration 36Q: 3 clusters Score -5569064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60405 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5569066.000000 Penalty: 3579.800049
	Iteration 37Q: 3 clusters Score -5569066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60406 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5569071.000000 Penalty: 3579.800049
	Iteration 38Q: 3 clusters Score -5569071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60407 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5569074.000000 Penalty: 3579.800049
	Iteration 39Q: 3 clusters Score -5569074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60408 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5569077.000000 Penalty: 3579.800049
	Iteration 40F: 3 clusters Score -5569077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60409 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5569074.500000 Penalty: 3579.800049
	Iteration 41Q: 3 clusters Score -5569074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60409 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5569074.500000 Penalty: 3579.800049
	Iteration 42Q: 3 clusters Score -5569074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60407 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5569080.000000 Penalty: 3579.800049
	Iteration 43Q: 3 clusters Score -5569080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60406 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5569080.000000 Penalty: 3579.800049
	Iteration 44Q: 3 clusters Score -5569080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60407 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5569081.000000 Penalty: 3579.800049
	Iteration 45Q: 3 clusters Score -5569081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60406 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5569081.000000 Penalty: 3579.800049
	Iteration 46Q: 3 clusters Score -5569081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60406 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5569081.000000 Penalty: 3579.800049
	Iteration 47F: 3 clusters Score -5569081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68441 members 
Entering Unmasked Estep 
Score: -6305835.500000 Penalty: 1809.230591
	Iteration 0F: 2 clusters Score -6305836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -6260171.500000 Penalty: 3618.461182
	Iteration 0F: 3 clusters Score -6260172 nChanged 32533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -6278784.500000 Penalty: 3618.461182
	Iteration 1F: 3 clusters Score -6278784 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -6279581.500000 Penalty: 3618.461182
	Iteration 2Q: 3 clusters Score -6279582 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -6280670.000000 Penalty: 3618.461182
	Iteration 3Q: 3 clusters Score -6280670 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -6282099.000000 Penalty: 3618.461182
	Iteration 4Q: 3 clusters Score -6282099 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -6284012.000000 Penalty: 3618.461182
	Iteration 5F: 3 clusters Score -6284012 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -6286420.500000 Penalty: 3618.461182
	Iteration 6F: 3 clusters Score -6286420 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -6289136.000000 Penalty: 3618.461182
	Iteration 7F: 3 clusters Score -6289136 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -6291932.500000 Penalty: 3618.461182
	Iteration 8F: 3 clusters Score -6291932 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 50947 members 
Entering Unmasked Estep 
Score: -6294691.000000 Penalty: 3618.461182
	Iteration 9Q: 3 clusters Score -6294691 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 53092 members 
Entering Unmasked Estep 
Score: -6297039.500000 Penalty: 3618.461182
	Iteration 10Q: 3 clusters Score -6297040 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 54723 members 
Entering Unmasked Estep 
Score: -6298431.500000 Penalty: 3618.461182
	Iteration 11Q: 3 clusters Score -6298432 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 56093 members 
Entering Unmasked Estep 
Score: -6299228.000000 Penalty: 3618.461182
	Iteration 12Q: 3 clusters Score -6299228 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 57282 members 
Entering Unmasked Estep 
Score: -6299806.000000 Penalty: 3618.461182
	Iteration 13Q: 3 clusters Score -6299806 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 58345 members 
Entering Unmasked Estep 
Score: -6300239.000000 Penalty: 3618.461182
	Iteration 14Q: 3 clusters Score -6300239 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 59370 members 
Entering Unmasked Estep 
Score: -6300661.000000 Penalty: 3618.461182
	Iteration 15Q: 3 clusters Score -6300661 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 60313 members 
Entering Unmasked Estep 
Score: -6301087.000000 Penalty: 3618.461182
	Iteration 16Q: 3 clusters Score -6301087 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 61227 members 
Entering Unmasked Estep 
Score: -6301472.500000 Penalty: 3618.461182
	Iteration 17Q: 3 clusters Score -6301472 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 62059 members 
Entering Unmasked Estep 
Score: -6301814.000000 Penalty: 3618.461182
	Iteration 18Q: 3 clusters Score -6301814 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 62847 members 
Entering Unmasked Estep 
Score: -6302182.500000 Penalty: 3618.461182
	Iteration 19Q: 3 clusters Score -6302182 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 63554 members 
Entering Unmasked Estep 
Score: -6302548.000000 Penalty: 3618.461182
	Iteration 20F: 3 clusters Score -6302548 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 64180 members 
Entering Unmasked Estep 
Score: -6302797.000000 Penalty: 3618.461182
	Iteration 21Q: 3 clusters Score -6302797 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 64733 members 
Entering Unmasked Estep 
Score: -6303094.500000 Penalty: 3618.461182
	Iteration 22Q: 3 clusters Score -6303094 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 65212 members 
Entering Unmasked Estep 
Score: -6303323.000000 Penalty: 3618.461182
	Iteration 23Q: 3 clusters Score -6303323 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 65628 members 
Entering Unmasked Estep 
Score: -6303530.500000 Penalty: 3618.461182
	Iteration 24Q: 3 clusters Score -6303530 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 65992 members 
Entering Unmasked Estep 
Score: -6303692.500000 Penalty: 3618.461182
	Iteration 25Q: 3 clusters Score -6303692 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 66294 members 
Entering Unmasked Estep 
Score: -6303838.000000 Penalty: 3618.461182
	Iteration 26Q: 3 clusters Score -6303838 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 66532 members 
Entering Unmasked Estep 
Score: -6303935.500000 Penalty: 3618.461182
	Iteration 27Q: 3 clusters Score -6303936 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 66725 members 
Entering Unmasked Estep 
Score: -6304030.500000 Penalty: 3618.461182
	Iteration 28Q: 3 clusters Score -6304030 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 66860 members 
Entering Unmasked Estep 
Score: -6304092.000000 Penalty: 3618.461182
	Iteration 29Q: 3 clusters Score -6304092 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 66988 members 
Entering Unmasked Estep 
Score: -6304158.500000 Penalty: 3618.461182
	Iteration 30Q: 3 clusters Score -6304158 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 67088 members 
Entering Unmasked Estep 
Score: -6304190.500000 Penalty: 3618.461182
	Iteration 31Q: 3 clusters Score -6304190 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 67165 members 
Entering Unmasked Estep 
Score: -6304218.500000 Penalty: 3618.461182
	Iteration 32Q: 3 clusters Score -6304218 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 67236 members 
Entering Unmasked Estep 
Score: -6304248.000000 Penalty: 3618.461182
	Iteration 33Q: 3 clusters Score -6304248 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 67297 members 
Entering Unmasked Estep 
Score: -6304270.500000 Penalty: 3618.461182
	Iteration 34Q: 3 clusters Score -6304270 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 67341 members 
Entering Unmasked Estep 
Score: -6304291.000000 Penalty: 3618.461182
	Iteration 35Q: 3 clusters Score -6304291 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 67374 members 
Entering Unmasked Estep 
Score: -6304305.500000 Penalty: 3618.461182
	Iteration 36Q: 3 clusters Score -6304306 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 67403 members 
Entering Unmasked Estep 
Score: -6304314.500000 Penalty: 3618.461182
	Iteration 37Q: 3 clusters Score -6304314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 67422 members 
Entering Unmasked Estep 
Score: -6304324.500000 Penalty: 3618.461182
	Iteration 38Q: 3 clusters Score -6304324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 67442 members 
Entering Unmasked Estep 
Score: -6304323.000000 Penalty: 3618.461182
	Iteration 39Q: 3 clusters Score -6304323 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 67468 members 
Entering Unmasked Estep 
Score: -6304328.500000 Penalty: 3618.461182
	Iteration 40F: 3 clusters Score -6304328 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 67495 members 
Entering Unmasked Estep 
Score: -6304342.000000 Penalty: 3618.461182
	Iteration 41Q: 3 clusters Score -6304342 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 67519 members 
Entering Unmasked Estep 
Score: -6304347.000000 Penalty: 3618.461182
	Iteration 42Q: 3 clusters Score -6304347 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 67538 members 
Entering Unmasked Estep 
Score: -6304361.500000 Penalty: 3618.461182
	Iteration 43Q: 3 clusters Score -6304362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 67553 members 
Entering Unmasked Estep 
Score: -6304378.500000 Penalty: 3618.461182
	Iteration 44Q: 3 clusters Score -6304378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 67565 members 
Entering Unmasked Estep 
Score: -6304374.500000 Penalty: 3618.461182
	Iteration 45Q: 3 clusters Score -6304374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 67578 members 
Entering Unmasked Estep 
Score: -6304374.000000 Penalty: 3618.461182
	Iteration 46Q: 3 clusters Score -6304374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 67593 members 
Entering Unmasked Estep 
Score: -6304391.000000 Penalty: 3618.461182
	Iteration 47Q: 3 clusters Score -6304391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 67607 members 
Entering Unmasked Estep 
Score: -6304395.000000 Penalty: 3618.461182
	Iteration 48Q: 3 clusters Score -6304395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 67621 members 
Entering Unmasked Estep 
Score: -6304399.000000 Penalty: 3618.461182
	Iteration 49Q: 3 clusters Score -6304399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 67635 members 
Entering Unmasked Estep 
Score: -6304408.500000 Penalty: 3618.461182
	Iteration 50Q: 3 clusters Score -6304408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 67644 members 
Entering Unmasked Estep 
Score: -6304410.000000 Penalty: 3618.461182
	Iteration 51Q: 3 clusters Score -6304410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 67652 members 
Entering Unmasked Estep 
Score: -6304410.500000 Penalty: 3618.461182
	Iteration 52Q: 3 clusters Score -6304410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 67659 members 
Entering Unmasked Estep 
Score: -6304409.000000 Penalty: 3618.461182
	Iteration 53Q: 3 clusters Score -6304409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 67668 members 
Entering Unmasked Estep 
Score: -6304413.000000 Penalty: 3618.461182
	Iteration 54Q: 3 clusters Score -6304413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 67679 members 
Entering Unmasked Estep 
Score: -6304411.000000 Penalty: 3618.461182
	Iteration 55Q: 3 clusters Score -6304411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 67687 members 
Entering Unmasked Estep 
Score: -6304407.000000 Penalty: 3618.461182
	Iteration 56Q: 3 clusters Score -6304407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 67690 members 
Entering Unmasked Estep 
Score: -6304410.500000 Penalty: 3618.461182
	Iteration 57Q: 3 clusters Score -6304410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 67693 members 
Entering Unmasked Estep 
Score: -6304414.000000 Penalty: 3618.461182
	Iteration 58Q: 3 clusters Score -6304414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 67697 members 
Entering Unmasked Estep 
Score: -6304413.500000 Penalty: 3618.461182
	Iteration 59Q: 3 clusters Score -6304414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 67699 members 
Entering Unmasked Estep 
Score: -6304417.000000 Penalty: 3618.461182
	Iteration 60F: 3 clusters Score -6304417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 67700 members 
Entering Unmasked Estep 
Score: -6304414.000000 Penalty: 3618.461182
	Iteration 61Q: 3 clusters Score -6304414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 67702 members 
Entering Unmasked Estep 
Score: -6304408.500000 Penalty: 3618.461182
	Iteration 62Q: 3 clusters Score -6304408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 67704 members 
Entering Unmasked Estep 
Score: -6304408.000000 Penalty: 3618.461182
	Iteration 63Q: 3 clusters Score -6304408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 67708 members 
Entering Unmasked Estep 
Score: -6304418.000000 Penalty: 3618.461182
	Iteration 64Q: 3 clusters Score -6304418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 67710 members 
Entering Unmasked Estep 
Score: -6304421.500000 Penalty: 3618.461182
	Iteration 65Q: 3 clusters Score -6304422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 67712 members 
Entering Unmasked Estep 
Score: -6304418.500000 Penalty: 3618.461182
	Iteration 66Q: 3 clusters Score -6304418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 67716 members 
Entering Unmasked Estep 
Score: -6304428.500000 Penalty: 3618.461182
	Iteration 67Q: 3 clusters Score -6304428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 67719 members 
Entering Unmasked Estep 
Score: -6304425.500000 Penalty: 3618.461182
	Iteration 68Q: 3 clusters Score -6304426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 67721 members 
Entering Unmasked Estep 
Score: -6304427.500000 Penalty: 3618.461182
	Iteration 69Q: 3 clusters Score -6304428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 67725 members 
Entering Unmasked Estep 
Score: -6304435.000000 Penalty: 3618.461182
	Iteration 70Q: 3 clusters Score -6304435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 67726 members 
Entering Unmasked Estep 
Score: -6304438.500000 Penalty: 3618.461182
	Iteration 71Q: 3 clusters Score -6304438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 67727 members 
Entering Unmasked Estep 
Score: -6304434.500000 Penalty: 3618.461182
	Iteration 72Q: 3 clusters Score -6304434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 67728 members 
Entering Unmasked Estep 
Score: -6304442.000000 Penalty: 3618.461182
	Iteration 73Q: 3 clusters Score -6304442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 67729 members 
Entering Unmasked Estep 
Score: -6304437.500000 Penalty: 3618.461182
	Iteration 74Q: 3 clusters Score -6304438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 67729 members 
Entering Unmasked Estep 
Score: -6304437.500000 Penalty: 3618.461182
	Iteration 75F: 3 clusters Score -6304438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (41276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Entering Unmasked Estep 
Score: -3752444.000000 Penalty: 1727.055908
	Iteration 0F: 2 clusters Score -3752444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -3724797.000000 Penalty: 3454.111816
	Iteration 0F: 3 clusters Score -3724797 nChanged 19216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -3735820.500000 Penalty: 3454.111816
	Iteration 1F: 3 clusters Score -3735820 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -3736405.250000 Penalty: 3454.111816
	Iteration 2Q: 3 clusters Score -3736405 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -3737147.250000 Penalty: 3454.111816
	Iteration 3Q: 3 clusters Score -3737147 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -3738191.000000 Penalty: 3454.111816
	Iteration 4F: 3 clusters Score -3738191 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -3739578.500000 Penalty: 3454.111816
	Iteration 5F: 3 clusters Score -3739578 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -3741322.500000 Penalty: 3454.111816
	Iteration 6F: 3 clusters Score -3741322 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -3743407.000000 Penalty: 3454.111816
	Iteration 7F: 3 clusters Score -3743407 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -3745438.750000 Penalty: 3454.111816
	Iteration 8F: 3 clusters Score -3745439 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -3747137.750000 Penalty: 3454.111816
	Iteration 9Q: 3 clusters Score -3747138 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -3748471.500000 Penalty: 3454.111816
	Iteration 10Q: 3 clusters Score -3748472 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -3749385.750000 Penalty: 3454.111816
	Iteration 11Q: 3 clusters Score -3749386 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -3749939.750000 Penalty: 3454.111816
	Iteration 12Q: 3 clusters Score -3749940 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -3750295.500000 Penalty: 3454.111816
	Iteration 13Q: 3 clusters Score -3750296 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -3750503.750000 Penalty: 3454.111816
	Iteration 14Q: 3 clusters Score -3750504 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -3750649.500000 Penalty: 3454.111816
	Iteration 15Q: 3 clusters Score -3750650 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -3750762.000000 Penalty: 3454.111816
	Iteration 16Q: 3 clusters Score -3750762 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -3750846.500000 Penalty: 3454.111816
	Iteration 17Q: 3 clusters Score -3750846 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38935 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -3750891.250000 Penalty: 3454.111816
	Iteration 18Q: 3 clusters Score -3750891 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3750927.250000 Penalty: 3454.111816
	Iteration 19Q: 3 clusters Score -3750927 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3750956.250000 Penalty: 3454.111816
	Iteration 20F: 3 clusters Score -3750956 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3750971.500000 Penalty: 3454.111816
	Iteration 21Q: 3 clusters Score -3750972 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -3750977.000000 Penalty: 3454.111816
	Iteration 22Q: 3 clusters Score -3750977 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3750985.000000 Penalty: 3454.111816
	Iteration 23Q: 3 clusters Score -3750985 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3751005.500000 Penalty: 3454.111816
	Iteration 24Q: 3 clusters Score -3751006 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3751025.750000 Penalty: 3454.111816
	Iteration 25Q: 3 clusters Score -3751026 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3751032.750000 Penalty: 3454.111816
	Iteration 26Q: 3 clusters Score -3751033 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3751043.750000 Penalty: 3454.111816
	Iteration 27Q: 3 clusters Score -3751044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3751047.250000 Penalty: 3454.111816
	Iteration 28Q: 3 clusters Score -3751047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3751060.000000 Penalty: 3454.111816
	Iteration 29Q: 3 clusters Score -3751060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3751051.750000 Penalty: 3454.111816
	Iteration 30Q: 3 clusters Score -3751052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3751053.500000 Penalty: 3454.111816
	Iteration 31Q: 3 clusters Score -3751054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3751057.000000 Penalty: 3454.111816
	Iteration 32Q: 3 clusters Score -3751057 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3751070.000000 Penalty: 3454.111816
	Iteration 33Q: 3 clusters Score -3751070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3751077.250000 Penalty: 3454.111816
	Iteration 34Q: 3 clusters Score -3751077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3751076.000000 Penalty: 3454.111816
	Iteration 35Q: 3 clusters Score -3751076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3751083.750000 Penalty: 3454.111816
	Iteration 36Q: 3 clusters Score -3751084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3751091.000000 Penalty: 3454.111816
	Iteration 37Q: 3 clusters Score -3751091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3751089.000000 Penalty: 3454.111816
	Iteration 38Q: 3 clusters Score -3751089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3751089.750000 Penalty: 3454.111816
	Iteration 39Q: 3 clusters Score -3751090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3751094.000000 Penalty: 3454.111816
	Iteration 40F: 3 clusters Score -3751094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3751092.250000 Penalty: 3454.111816
	Iteration 41Q: 3 clusters Score -3751092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3751091.750000 Penalty: 3454.111816
	Iteration 42Q: 3 clusters Score -3751092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39661 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3751092.500000 Penalty: 3454.111816
	Iteration 43Q: 3 clusters Score -3751092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3751094.250000 Penalty: 3454.111816
	Iteration 44Q: 3 clusters Score -3751094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3751090.750000 Penalty: 3454.111816
	Iteration 45Q: 3 clusters Score -3751091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3751094.250000 Penalty: 3454.111816
	Iteration 46Q: 3 clusters Score -3751094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3751096.000000 Penalty: 3454.111816
	Iteration 47Q: 3 clusters Score -3751096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3751094.500000 Penalty: 3454.111816
	Iteration 48Q: 3 clusters Score -3751094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3751094.500000 Penalty: 3454.111816
	Iteration 49F: 3 clusters Score -3751094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Entering Unmasked Estep 
Score: -554660.937500 Penalty: 1414.939087
	Iteration 0F: 2 clusters Score -554660.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -550045.812500 Penalty: 2829.878174
	Iteration 0F: 3 clusters Score -550045.8 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -551385.312500 Penalty: 2829.878174
	Iteration 1F: 3 clusters Score -551385.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -551572.250000 Penalty: 2829.878174
	Iteration 2F: 3 clusters Score -551572.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -551701.062500 Penalty: 2829.878174
	Iteration 3F: 3 clusters Score -551701.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -551803.437500 Penalty: 2829.878174
	Iteration 4Q: 3 clusters Score -551803.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -551882.500000 Penalty: 2829.878174
	Iteration 5Q: 3 clusters Score -551882.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -551949.250000 Penalty: 2829.878174
	Iteration 6Q: 3 clusters Score -551949.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -552012.687500 Penalty: 2829.878174
	Iteration 7Q: 3 clusters Score -552012.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -552067.187500 Penalty: 2829.878174
	Iteration 8Q: 3 clusters Score -552067.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -552112.250000 Penalty: 2829.878174
	Iteration 9Q: 3 clusters Score -552112.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -552163.437500 Penalty: 2829.878174
	Iteration 10Q: 3 clusters Score -552163.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -552220.062500 Penalty: 2829.878174
	Iteration 11Q: 3 clusters Score -552220.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -552283.250000 Penalty: 2829.878174
	Iteration 12Q: 3 clusters Score -552283.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -552344.500000 Penalty: 2829.878174
	Iteration 13Q: 3 clusters Score -552344.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -552390.562500 Penalty: 2829.878174
	Iteration 14Q: 3 clusters Score -552390.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -552448.000000 Penalty: 2829.878174
	Iteration 15Q: 3 clusters Score -552448 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -552501.000000 Penalty: 2829.878174
	Iteration 16Q: 3 clusters Score -552501 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -552550.125000 Penalty: 2829.878174
	Iteration 17Q: 3 clusters Score -552550.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -552619.437500 Penalty: 2829.878174
	Iteration 18Q: 3 clusters Score -552619.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -552700.500000 Penalty: 2829.878174
	Iteration 19Q: 3 clusters Score -552700.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -552805.562500 Penalty: 2829.878174
	Iteration 20F: 3 clusters Score -552805.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -552880.375000 Penalty: 2829.878174
	Iteration 21Q: 3 clusters Score -552880.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -552944.187500 Penalty: 2829.878174
	Iteration 22Q: 3 clusters Score -552944.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -552995.812500 Penalty: 2829.878174
	Iteration 23Q: 3 clusters Score -552995.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -553044.687500 Penalty: 2829.878174
	Iteration 24Q: 3 clusters Score -553044.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -553096.687500 Penalty: 2829.878174
	Iteration 25Q: 3 clusters Score -553096.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -553139.687500 Penalty: 2829.878174
	Iteration 26Q: 3 clusters Score -553139.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -553166.312500 Penalty: 2829.878174
	Iteration 27Q: 3 clusters Score -553166.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -553192.687500 Penalty: 2829.878174
	Iteration 28Q: 3 clusters Score -553192.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -553211.375000 Penalty: 2829.878174
	Iteration 29Q: 3 clusters Score -553211.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -553226.812500 Penalty: 2829.878174
	Iteration 30Q: 3 clusters Score -553226.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -553239.625000 Penalty: 2829.878174
	Iteration 31Q: 3 clusters Score -553239.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -553249.312500 Penalty: 2829.878174
	Iteration 32Q: 3 clusters Score -553249.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -553256.375000 Penalty: 2829.878174
	Iteration 33Q: 3 clusters Score -553256.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -553262.750000 Penalty: 2829.878174
	Iteration 34Q: 3 clusters Score -553262.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -553267.125000 Penalty: 2829.878174
	Iteration 35Q: 3 clusters Score -553267.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -553273.125000 Penalty: 2829.878174
	Iteration 36Q: 3 clusters Score -553273.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -553277.125000 Penalty: 2829.878174
	Iteration 37Q: 3 clusters Score -553277.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -553279.312500 Penalty: 2829.878174
	Iteration 38Q: 3 clusters Score -553279.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -553280.625000 Penalty: 2829.878174
	Iteration 39Q: 3 clusters Score -553280.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -553281.562500 Penalty: 2829.878174
	Iteration 40F: 3 clusters Score -553281.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -553282.812500 Penalty: 2829.878174
	Iteration 41Q: 3 clusters Score -553282.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -553283.375000 Penalty: 2829.878174
	Iteration 42Q: 3 clusters Score -553283.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -553283.000000 Penalty: 2829.878174
	Iteration 43Q: 3 clusters Score -553283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -553283.125000 Penalty: 2829.878174
	Iteration 44Q: 3 clusters Score -553283.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -553283.312500 Penalty: 2829.878174
	Iteration 45Q: 3 clusters Score -553283.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -553283.750000 Penalty: 2829.878174
	Iteration 46Q: 3 clusters Score -553283.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -553284.687500 Penalty: 2829.878174
	Iteration 47Q: 3 clusters Score -553284.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -553284.125000 Penalty: 2829.878174
	Iteration 48Q: 3 clusters Score -553284.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -553284.125000 Penalty: 2829.878174
	Iteration 49F: 3 clusters Score -553284.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (70137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70137 members 
Entering Unmasked Estep 
Score: -6434459.500000 Penalty: 1813.208496
	Iteration 0F: 2 clusters Score -6434460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -6387633.000000 Penalty: 3626.416992
	Iteration 0F: 3 clusters Score -6387633 nChanged 33222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -6406942.000000 Penalty: 3626.416992
	Iteration 1F: 3 clusters Score -6406942 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -6407798.500000 Penalty: 3626.416992
	Iteration 2Q: 3 clusters Score -6407798 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -6409062.000000 Penalty: 3626.416992
	Iteration 3Q: 3 clusters Score -6409062 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 42865 members 
Entering Unmasked Estep 
Score: -6410844.000000 Penalty: 3626.416992
	Iteration 4F: 3 clusters Score -6410844 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -6413533.500000 Penalty: 3626.416992
	Iteration 5F: 3 clusters Score -6413534 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 51103 members 
Entering Unmasked Estep 
Score: -6416898.000000 Penalty: 3626.416992
	Iteration 6F: 3 clusters Score -6416898 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 55854 members 
Entering Unmasked Estep 
Score: -6420662.000000 Penalty: 3626.416992
	Iteration 7F: 3 clusters Score -6420662 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 60395 members 
Entering Unmasked Estep 
Score: -6424476.500000 Penalty: 3626.416992
	Iteration 8F: 3 clusters Score -6424476 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 64164 members 
Entering Unmasked Estep 
Score: -6427818.000000 Penalty: 3626.416992
	Iteration 9F: 3 clusters Score -6427818 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 66749 members 
Entering Unmasked Estep 
Score: -6430078.500000 Penalty: 3626.416992
	Iteration 10Q: 3 clusters Score -6430078 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 68333 members 
Entering Unmasked Estep 
Score: -6431451.500000 Penalty: 3626.416992
	Iteration 11Q: 3 clusters Score -6431452 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 69177 members 
Entering Unmasked Estep 
Score: -6432169.500000 Penalty: 3626.416992
	Iteration 12Q: 3 clusters Score -6432170 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 69563 members 
Entering Unmasked Estep 
Score: -6432508.000000 Penalty: 3626.416992
	Iteration 13Q: 3 clusters Score -6432508 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 69725 members 
Entering Unmasked Estep 
Score: -6432642.500000 Penalty: 3626.416992
	Iteration 14Q: 3 clusters Score -6432642 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 69791 members 
Entering Unmasked Estep 
Score: -6432731.000000 Penalty: 3626.416992
	Iteration 15Q: 3 clusters Score -6432731 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 69818 members 
Entering Unmasked Estep 
Score: -6432774.000000 Penalty: 3626.416992
	Iteration 16Q: 3 clusters Score -6432774 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 69837 members 
Entering Unmasked Estep 
Score: -6432798.000000 Penalty: 3626.416992
	Iteration 17Q: 3 clusters Score -6432798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 69854 members 
Entering Unmasked Estep 
Score: -6432825.500000 Penalty: 3626.416992
	Iteration 18Q: 3 clusters Score -6432826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 69861 members 
Entering Unmasked Estep 
Score: -6432842.500000 Penalty: 3626.416992
	Iteration 19Q: 3 clusters Score -6432842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 69862 members 
Entering Unmasked Estep 
Score: -6432856.000000 Penalty: 3626.416992
	Iteration 20F: 3 clusters Score -6432856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 69867 members 
Entering Unmasked Estep 
Score: -6432852.000000 Penalty: 3626.416992
	Iteration 21Q: 3 clusters Score -6432852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 69866 members 
Entering Unmasked Estep 
Score: -6432862.000000 Penalty: 3626.416992
	Iteration 22Q: 3 clusters Score -6432862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 69868 members 
Entering Unmasked Estep 
Score: -6432863.500000 Penalty: 3626.416992
	Iteration 23Q: 3 clusters Score -6432864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 69869 members 
Entering Unmasked Estep 
Score: -6432864.000000 Penalty: 3626.416992
	Iteration 24Q: 3 clusters Score -6432864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 69870 members 
Entering Unmasked Estep 
Score: -6432864.500000 Penalty: 3626.416992
	Iteration 25Q: 3 clusters Score -6432864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 69871 members 
Entering Unmasked Estep 
Score: -6432866.000000 Penalty: 3626.416992
	Iteration 26Q: 3 clusters Score -6432866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 69873 members 
Entering Unmasked Estep 
Score: -6432868.000000 Penalty: 3626.416992
	Iteration 27Q: 3 clusters Score -6432868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 69873 members 
Entering Unmasked Estep 
Score: -6432868.000000 Penalty: 3626.416992
	Iteration 28F: 3 clusters Score -6432868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Entering Unmasked Estep 
Score: -1624901.875000 Penalty: 1605.934204
	Iteration 0F: 2 clusters Score -1624902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1611540.000000 Penalty: 3211.868408
	Iteration 0F: 3 clusters Score -1611540 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1616929.875000 Penalty: 3211.868408
	Iteration 1F: 3 clusters Score -1616930 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1618128.875000 Penalty: 3211.868408
	Iteration 2F: 3 clusters Score -1618129 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1619435.875000 Penalty: 3211.868408
	Iteration 3F: 3 clusters Score -1619436 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1620685.125000 Penalty: 3211.868408
	Iteration 4F: 3 clusters Score -1620685 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1621795.750000 Penalty: 3211.868408
	Iteration 5F: 3 clusters Score -1621796 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1622569.375000 Penalty: 3211.868408
	Iteration 6F: 3 clusters Score -1622569 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1622998.125000 Penalty: 3211.868408
	Iteration 7Q: 3 clusters Score -1622998 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1623211.125000 Penalty: 3211.868408
	Iteration 8Q: 3 clusters Score -1623211 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1623315.875000 Penalty: 3211.868408
	Iteration 9Q: 3 clusters Score -1623316 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1623394.250000 Penalty: 3211.868408
	Iteration 10Q: 3 clusters Score -1623394 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1623450.000000 Penalty: 3211.868408
	Iteration 11Q: 3 clusters Score -1623450 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1623477.625000 Penalty: 3211.868408
	Iteration 12Q: 3 clusters Score -1623478 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1623509.750000 Penalty: 3211.868408
	Iteration 13Q: 3 clusters Score -1623510 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1623539.875000 Penalty: 3211.868408
	Iteration 14Q: 3 clusters Score -1623540 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1623573.500000 Penalty: 3211.868408
	Iteration 15Q: 3 clusters Score -1623574 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1623606.250000 Penalty: 3211.868408
	Iteration 16Q: 3 clusters Score -1623606 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1623631.250000 Penalty: 3211.868408
	Iteration 17Q: 3 clusters Score -1623631 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1623647.625000 Penalty: 3211.868408
	Iteration 18Q: 3 clusters Score -1623648 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1623660.625000 Penalty: 3211.868408
	Iteration 19Q: 3 clusters Score -1623661 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1623675.250000 Penalty: 3211.868408
	Iteration 20F: 3 clusters Score -1623675 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1623690.125000 Penalty: 3211.868408
	Iteration 21Q: 3 clusters Score -1623690 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1623704.875000 Penalty: 3211.868408
	Iteration 22Q: 3 clusters Score -1623705 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1623727.000000 Penalty: 3211.868408
	Iteration 23Q: 3 clusters Score -1623727 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1623741.000000 Penalty: 3211.868408
	Iteration 24Q: 3 clusters Score -1623741 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1623766.750000 Penalty: 3211.868408
	Iteration 25Q: 3 clusters Score -1623767 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1623786.750000 Penalty: 3211.868408
	Iteration 26Q: 3 clusters Score -1623787 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1623804.500000 Penalty: 3211.868408
	Iteration 27Q: 3 clusters Score -1623804 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1623836.125000 Penalty: 3211.868408
	Iteration 28Q: 3 clusters Score -1623836 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1623886.375000 Penalty: 3211.868408
	Iteration 29Q: 3 clusters Score -1623886 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1623946.000000 Penalty: 3211.868408
	Iteration 30Q: 3 clusters Score -1623946 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1624056.875000 Penalty: 3211.868408
	Iteration 31Q: 3 clusters Score -1624057 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1624145.000000 Penalty: 3211.868408
	Iteration 32Q: 3 clusters Score -1624145 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1624200.000000 Penalty: 3211.868408
	Iteration 33Q: 3 clusters Score -1624200 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1624223.875000 Penalty: 3211.868408
	Iteration 34Q: 3 clusters Score -1624224 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1624244.125000 Penalty: 3211.868408
	Iteration 35Q: 3 clusters Score -1624244 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1624246.625000 Penalty: 3211.868408
	Iteration 36Q: 3 clusters Score -1624247 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1624253.375000 Penalty: 3211.868408
	Iteration 37Q: 3 clusters Score -1624253 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1624258.625000 Penalty: 3211.868408
	Iteration 38Q: 3 clusters Score -1624259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1624260.875000 Penalty: 3211.868408
	Iteration 39Q: 3 clusters Score -1624261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1624260.500000 Penalty: 3211.868408
	Iteration 40F: 3 clusters Score -1624260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1624261.875000 Penalty: 3211.868408
	Iteration 41Q: 3 clusters Score -1624262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1624260.250000 Penalty: 3211.868408
	Iteration 42Q: 3 clusters Score -1624260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1624257.500000 Penalty: 3211.868408
	Iteration 43Q: 3 clusters Score -1624258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1624259.000000 Penalty: 3211.868408
	Iteration 44Q: 3 clusters Score -1624259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1624261.125000 Penalty: 3211.868408
	Iteration 45Q: 3 clusters Score -1624261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1624261.125000 Penalty: 3211.868408
	Iteration 46F: 3 clusters Score -1624261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Entering Unmasked Estep 
Score: -1284912.875000 Penalty: 1555.607178
	Iteration 0F: 2 clusters Score -1284913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1274941.125000 Penalty: 3111.214355
	Iteration 0F: 3 clusters Score -1274941 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1278372.625000 Penalty: 3111.214355
	Iteration 1F: 3 clusters Score -1278373 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1278668.500000 Penalty: 3111.214355
	Iteration 2F: 3 clusters Score -1278668 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1278919.875000 Penalty: 3111.214355
	Iteration 3Q: 3 clusters Score -1278920 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1279188.625000 Penalty: 3111.214355
	Iteration 4Q: 3 clusters Score -1279189 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1279525.375000 Penalty: 3111.214355
	Iteration 5Q: 3 clusters Score -1279525 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1280051.625000 Penalty: 3111.214355
	Iteration 6F: 3 clusters Score -1280052 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1280887.250000 Penalty: 3111.214355
	Iteration 7F: 3 clusters Score -1280887 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1281960.750000 Penalty: 3111.214355
	Iteration 8F: 3 clusters Score -1281961 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1282963.500000 Penalty: 3111.214355
	Iteration 9F: 3 clusters Score -1282964 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1283636.500000 Penalty: 3111.214355
	Iteration 10F: 3 clusters Score -1283636 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1283966.750000 Penalty: 3111.214355
	Iteration 11Q: 3 clusters Score -1283967 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1284138.000000 Penalty: 3111.214355
	Iteration 12Q: 3 clusters Score -1284138 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1284212.875000 Penalty: 3111.214355
	Iteration 13Q: 3 clusters Score -1284213 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1284269.000000 Penalty: 3111.214355
	Iteration 14Q: 3 clusters Score -1284269 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1284305.250000 Penalty: 3111.214355
	Iteration 15Q: 3 clusters Score -1284305 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1284334.875000 Penalty: 3111.214355
	Iteration 16Q: 3 clusters Score -1284335 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1284353.375000 Penalty: 3111.214355
	Iteration 17Q: 3 clusters Score -1284353 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1284369.375000 Penalty: 3111.214355
	Iteration 18Q: 3 clusters Score -1284369 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1284382.000000 Penalty: 3111.214355
	Iteration 19Q: 3 clusters Score -1284382 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1284391.250000 Penalty: 3111.214355
	Iteration 20F: 3 clusters Score -1284391 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1284408.875000 Penalty: 3111.214355
	Iteration 21Q: 3 clusters Score -1284409 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1284417.500000 Penalty: 3111.214355
	Iteration 22Q: 3 clusters Score -1284418 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1284427.000000 Penalty: 3111.214355
	Iteration 23Q: 3 clusters Score -1284427 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1284438.500000 Penalty: 3111.214355
	Iteration 24Q: 3 clusters Score -1284438 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1284452.500000 Penalty: 3111.214355
	Iteration 25Q: 3 clusters Score -1284452 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1284465.250000 Penalty: 3111.214355
	Iteration 26Q: 3 clusters Score -1284465 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1284476.500000 Penalty: 3111.214355
	Iteration 27Q: 3 clusters Score -1284476 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1284485.625000 Penalty: 3111.214355
	Iteration 28Q: 3 clusters Score -1284486 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1284499.250000 Penalty: 3111.214355
	Iteration 29Q: 3 clusters Score -1284499 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1284503.375000 Penalty: 3111.214355
	Iteration 30Q: 3 clusters Score -1284503 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1284511.250000 Penalty: 3111.214355
	Iteration 31Q: 3 clusters Score -1284511 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1284518.625000 Penalty: 3111.214355
	Iteration 32Q: 3 clusters Score -1284519 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1284523.750000 Penalty: 3111.214355
	Iteration 33Q: 3 clusters Score -1284524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1284528.250000 Penalty: 3111.214355
	Iteration 34Q: 3 clusters Score -1284528 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1284537.875000 Penalty: 3111.214355
	Iteration 35Q: 3 clusters Score -1284538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1284534.875000 Penalty: 3111.214355
	Iteration 36Q: 3 clusters Score -1284535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1284535.125000 Penalty: 3111.214355
	Iteration 37Q: 3 clusters Score -1284535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1284536.875000 Penalty: 3111.214355
	Iteration 38Q: 3 clusters Score -1284537 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1284538.375000 Penalty: 3111.214355
	Iteration 39Q: 3 clusters Score -1284538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1284544.250000 Penalty: 3111.214355
	Iteration 40F: 3 clusters Score -1284544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1284546.000000 Penalty: 3111.214355
	Iteration 41Q: 3 clusters Score -1284546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1284542.625000 Penalty: 3111.214355
	Iteration 42Q: 3 clusters Score -1284543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1284543.750000 Penalty: 3111.214355
	Iteration 43Q: 3 clusters Score -1284544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1284545.000000 Penalty: 3111.214355
	Iteration 44Q: 3 clusters Score -1284545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1284546.625000 Penalty: 3111.214355
	Iteration 45Q: 3 clusters Score -1284547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1284547.500000 Penalty: 3111.214355
	Iteration 46Q: 3 clusters Score -1284548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1284548.000000 Penalty: 3111.214355
	Iteration 47Q: 3 clusters Score -1284548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1284549.625000 Penalty: 3111.214355
	Iteration 48Q: 3 clusters Score -1284550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1284552.375000 Penalty: 3111.214355
	Iteration 49Q: 3 clusters Score -1284552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1284550.375000 Penalty: 3111.214355
	Iteration 50Q: 3 clusters Score -1284550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1284552.500000 Penalty: 3111.214355
	Iteration 51Q: 3 clusters Score -1284552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1284556.500000 Penalty: 3111.214355
	Iteration 52Q: 3 clusters Score -1284556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1284559.250000 Penalty: 3111.214355
	Iteration 53Q: 3 clusters Score -1284559 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1284565.000000 Penalty: 3111.214355
	Iteration 54Q: 3 clusters Score -1284565 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1284569.000000 Penalty: 3111.214355
	Iteration 55Q: 3 clusters Score -1284569 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1284570.000000 Penalty: 3111.214355
	Iteration 56Q: 3 clusters Score -1284570 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1284574.750000 Penalty: 3111.214355
	Iteration 57Q: 3 clusters Score -1284575 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1284582.000000 Penalty: 3111.214355
	Iteration 58Q: 3 clusters Score -1284582 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1284588.500000 Penalty: 3111.214355
	Iteration 59Q: 3 clusters Score -1284588 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1284590.375000 Penalty: 3111.214355
	Iteration 60F: 3 clusters Score -1284590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1284599.250000 Penalty: 3111.214355
	Iteration 61Q: 3 clusters Score -1284599 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1284606.750000 Penalty: 3111.214355
	Iteration 62Q: 3 clusters Score -1284607 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1284609.000000 Penalty: 3111.214355
	Iteration 63Q: 3 clusters Score -1284609 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1284612.875000 Penalty: 3111.214355
	Iteration 64Q: 3 clusters Score -1284613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1284612.250000 Penalty: 3111.214355
	Iteration 65Q: 3 clusters Score -1284612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1284613.375000 Penalty: 3111.214355
	Iteration 66Q: 3 clusters Score -1284613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1284616.625000 Penalty: 3111.214355
	Iteration 67Q: 3 clusters Score -1284617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1284618.750000 Penalty: 3111.214355
	Iteration 68Q: 3 clusters Score -1284619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1284620.625000 Penalty: 3111.214355
	Iteration 69Q: 3 clusters Score -1284621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1284622.500000 Penalty: 3111.214355
	Iteration 70Q: 3 clusters Score -1284622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1284622.750000 Penalty: 3111.214355
	Iteration 71Q: 3 clusters Score -1284623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1284623.625000 Penalty: 3111.214355
	Iteration 72Q: 3 clusters Score -1284624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1284621.500000 Penalty: 3111.214355
	Iteration 73Q: 3 clusters Score -1284622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1284625.875000 Penalty: 3111.214355
	Iteration 74Q: 3 clusters Score -1284626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1284629.750000 Penalty: 3111.214355
	Iteration 75Q: 3 clusters Score -1284630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1284632.125000 Penalty: 3111.214355
	Iteration 76Q: 3 clusters Score -1284632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1284636.500000 Penalty: 3111.214355
	Iteration 77Q: 3 clusters Score -1284636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1284633.250000 Penalty: 3111.214355
	Iteration 78Q: 3 clusters Score -1284633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1284639.125000 Penalty: 3111.214355
	Iteration 79Q: 3 clusters Score -1284639 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1284644.500000 Penalty: 3111.214355
	Iteration 80F: 3 clusters Score -1284644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1284647.000000 Penalty: 3111.214355
	Iteration 81Q: 3 clusters Score -1284647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1284645.250000 Penalty: 3111.214355
	Iteration 82Q: 3 clusters Score -1284645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1284646.750000 Penalty: 3111.214355
	Iteration 83Q: 3 clusters Score -1284647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1284642.875000 Penalty: 3111.214355
	Iteration 84Q: 3 clusters Score -1284643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1284643.500000 Penalty: 3111.214355
	Iteration 85Q: 3 clusters Score -1284644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1284650.250000 Penalty: 3111.214355
	Iteration 86Q: 3 clusters Score -1284650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1284651.875000 Penalty: 3111.214355
	Iteration 87Q: 3 clusters Score -1284652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1284653.750000 Penalty: 3111.214355
	Iteration 88Q: 3 clusters Score -1284654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1284653.875000 Penalty: 3111.214355
	Iteration 89Q: 3 clusters Score -1284654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1284649.750000 Penalty: 3111.214355
	Iteration 90Q: 3 clusters Score -1284650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1284652.125000 Penalty: 3111.214355
	Iteration 91Q: 3 clusters Score -1284652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1284653.750000 Penalty: 3111.214355
	Iteration 92Q: 3 clusters Score -1284654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1284657.375000 Penalty: 3111.214355
	Iteration 93Q: 3 clusters Score -1284657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1284655.375000 Penalty: 3111.214355
	Iteration 94Q: 3 clusters Score -1284655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1284654.500000 Penalty: 3111.214355
	Iteration 95Q: 3 clusters Score -1284654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1284656.500000 Penalty: 3111.214355
	Iteration 96Q: 3 clusters Score -1284656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1284656.500000 Penalty: 3111.214355
	Iteration 97F: 3 clusters Score -1284656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Entering Unmasked Estep 
Score: -268765.812500 Penalty: 1304.623901
	Iteration 0F: 2 clusters Score -268765.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -265976.531250 Penalty: 2609.247803
	Iteration 0F: 3 clusters Score -265976.5 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -266667.375000 Penalty: 2609.247803
	Iteration 1F: 3 clusters Score -266667.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -266836.656250 Penalty: 2609.247803
	Iteration 2F: 3 clusters Score -266836.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -266964.718750 Penalty: 2609.247803
	Iteration 3F: 3 clusters Score -266964.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -267073.281250 Penalty: 2609.247803
	Iteration 4Q: 3 clusters Score -267073.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -267156.218750 Penalty: 2609.247803
	Iteration 5Q: 3 clusters Score -267156.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -267240.531250 Penalty: 2609.247803
	Iteration 6Q: 3 clusters Score -267240.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -267331.750000 Penalty: 2609.247803
	Iteration 7Q: 3 clusters Score -267331.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -267411.406250 Penalty: 2609.247803
	Iteration 8Q: 3 clusters Score -267411.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -267490.875000 Penalty: 2609.247803
	Iteration 9Q: 3 clusters Score -267490.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -267546.375000 Penalty: 2609.247803
	Iteration 10Q: 3 clusters Score -267546.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -267583.500000 Penalty: 2609.247803
	Iteration 11Q: 3 clusters Score -267583.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -267611.843750 Penalty: 2609.247803
	Iteration 12Q: 3 clusters Score -267611.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -267641.187500 Penalty: 2609.247803
	Iteration 13Q: 3 clusters Score -267641.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -267667.156250 Penalty: 2609.247803
	Iteration 14Q: 3 clusters Score -267667.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -267685.062500 Penalty: 2609.247803
	Iteration 15Q: 3 clusters Score -267685.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -267698.718750 Penalty: 2609.247803
	Iteration 16Q: 3 clusters Score -267698.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -267711.187500 Penalty: 2609.247803
	Iteration 17Q: 3 clusters Score -267711.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -267717.468750 Penalty: 2609.247803
	Iteration 18Q: 3 clusters Score -267717.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -267724.031250 Penalty: 2609.247803
	Iteration 19Q: 3 clusters Score -267724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -267733.625000 Penalty: 2609.247803
	Iteration 20F: 3 clusters Score -267733.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -267743.906250 Penalty: 2609.247803
	Iteration 21Q: 3 clusters Score -267743.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -267751.625000 Penalty: 2609.247803
	Iteration 22Q: 3 clusters Score -267751.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -267758.343750 Penalty: 2609.247803
	Iteration 23Q: 3 clusters Score -267758.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -267762.500000 Penalty: 2609.247803
	Iteration 24Q: 3 clusters Score -267762.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -267766.843750 Penalty: 2609.247803
	Iteration 25Q: 3 clusters Score -267766.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -267769.125000 Penalty: 2609.247803
	Iteration 26Q: 3 clusters Score -267769.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -267771.656250 Penalty: 2609.247803
	Iteration 27Q: 3 clusters Score -267771.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -267774.781250 Penalty: 2609.247803
	Iteration 28Q: 3 clusters Score -267774.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -267776.187500 Penalty: 2609.247803
	Iteration 29Q: 3 clusters Score -267776.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -267777.468750 Penalty: 2609.247803
	Iteration 30Q: 3 clusters Score -267777.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -267779.625000 Penalty: 2609.247803
	Iteration 31Q: 3 clusters Score -267779.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -267780.687500 Penalty: 2609.247803
	Iteration 32Q: 3 clusters Score -267780.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -267781.375000 Penalty: 2609.247803
	Iteration 33Q: 3 clusters Score -267781.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -267781.937500 Penalty: 2609.247803
	Iteration 34Q: 3 clusters Score -267781.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -267782.656250 Penalty: 2609.247803
	Iteration 35Q: 3 clusters Score -267782.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -267782.656250 Penalty: 2609.247803
	Iteration 36F: 3 clusters Score -267782.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (27571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Entering Unmasked Estep 
Score: -2275253.000000 Penalty: 1661.484497
	Iteration 0F: 2 clusters Score -2275253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2256645.750000 Penalty: 3322.968994
	Iteration 0F: 3 clusters Score -2256646 nChanged 12698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2263693.000000 Penalty: 3322.968994
	Iteration 1F: 3 clusters Score -2263693 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -2264237.000000 Penalty: 3322.968994
	Iteration 2F: 3 clusters Score -2264237 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2264758.250000 Penalty: 3322.968994
	Iteration 3Q: 3 clusters Score -2264758 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2265285.750000 Penalty: 3322.968994
	Iteration 4Q: 3 clusters Score -2265286 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2265772.250000 Penalty: 3322.968994
	Iteration 5Q: 3 clusters Score -2265772 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2266260.500000 Penalty: 3322.968994
	Iteration 6Q: 3 clusters Score -2266260 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -2266801.750000 Penalty: 3322.968994
	Iteration 7Q: 3 clusters Score -2266802 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -2267418.250000 Penalty: 3322.968994
	Iteration 8Q: 3 clusters Score -2267418 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2268076.500000 Penalty: 3322.968994
	Iteration 9Q: 3 clusters Score -2268076 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -2268787.250000 Penalty: 3322.968994
	Iteration 10Q: 3 clusters Score -2268787 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -2269381.750000 Penalty: 3322.968994
	Iteration 11Q: 3 clusters Score -2269382 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -2269812.500000 Penalty: 3322.968994
	Iteration 12Q: 3 clusters Score -2269812 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2270128.500000 Penalty: 3322.968994
	Iteration 13Q: 3 clusters Score -2270128 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -2270382.500000 Penalty: 3322.968994
	Iteration 14Q: 3 clusters Score -2270382 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2270557.500000 Penalty: 3322.968994
	Iteration 15Q: 3 clusters Score -2270558 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -2270691.000000 Penalty: 3322.968994
	Iteration 16Q: 3 clusters Score -2270691 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -2270802.750000 Penalty: 3322.968994
	Iteration 17Q: 3 clusters Score -2270803 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -2270923.750000 Penalty: 3322.968994
	Iteration 18Q: 3 clusters Score -2270924 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -2271059.750000 Penalty: 3322.968994
	Iteration 19Q: 3 clusters Score -2271060 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -2271193.000000 Penalty: 3322.968994
	Iteration 20F: 3 clusters Score -2271193 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -2271318.000000 Penalty: 3322.968994
	Iteration 21Q: 3 clusters Score -2271318 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -2271442.750000 Penalty: 3322.968994
	Iteration 22Q: 3 clusters Score -2271443 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -2271595.500000 Penalty: 3322.968994
	Iteration 23Q: 3 clusters Score -2271596 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -2271759.500000 Penalty: 3322.968994
	Iteration 24Q: 3 clusters Score -2271760 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -2271923.250000 Penalty: 3322.968994
	Iteration 25Q: 3 clusters Score -2271923 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -2272130.500000 Penalty: 3322.968994
	Iteration 26Q: 3 clusters Score -2272130 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -2272366.500000 Penalty: 3322.968994
	Iteration 27Q: 3 clusters Score -2272366 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -2272581.500000 Penalty: 3322.968994
	Iteration 28Q: 3 clusters Score -2272582 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -2272809.000000 Penalty: 3322.968994
	Iteration 29Q: 3 clusters Score -2272809 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -2272969.750000 Penalty: 3322.968994
	Iteration 30Q: 3 clusters Score -2272970 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -2273135.750000 Penalty: 3322.968994
	Iteration 31Q: 3 clusters Score -2273136 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -2273307.750000 Penalty: 3322.968994
	Iteration 32Q: 3 clusters Score -2273308 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -2273458.750000 Penalty: 3322.968994
	Iteration 33Q: 3 clusters Score -2273459 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -2273615.250000 Penalty: 3322.968994
	Iteration 34Q: 3 clusters Score -2273615 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -2273721.750000 Penalty: 3322.968994
	Iteration 35Q: 3 clusters Score -2273722 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -2273823.500000 Penalty: 3322.968994
	Iteration 36Q: 3 clusters Score -2273824 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -2273894.250000 Penalty: 3322.968994
	Iteration 37Q: 3 clusters Score -2273894 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -2273950.750000 Penalty: 3322.968994
	Iteration 38Q: 3 clusters Score -2273951 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -2273992.000000 Penalty: 3322.968994
	Iteration 39Q: 3 clusters Score -2273992 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -2274038.250000 Penalty: 3322.968994
	Iteration 40F: 3 clusters Score -2274038 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -2274074.000000 Penalty: 3322.968994
	Iteration 41Q: 3 clusters Score -2274074 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -2274095.750000 Penalty: 3322.968994
	Iteration 42Q: 3 clusters Score -2274096 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -2274131.250000 Penalty: 3322.968994
	Iteration 43Q: 3 clusters Score -2274131 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -2274154.750000 Penalty: 3322.968994
	Iteration 44Q: 3 clusters Score -2274155 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -2274178.000000 Penalty: 3322.968994
	Iteration 45Q: 3 clusters Score -2274178 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -2274190.500000 Penalty: 3322.968994
	Iteration 46Q: 3 clusters Score -2274190 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -2274209.000000 Penalty: 3322.968994
	Iteration 47Q: 3 clusters Score -2274209 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -2274220.500000 Penalty: 3322.968994
	Iteration 48Q: 3 clusters Score -2274220 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -2274233.000000 Penalty: 3322.968994
	Iteration 49Q: 3 clusters Score -2274233 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -2274243.500000 Penalty: 3322.968994
	Iteration 50Q: 3 clusters Score -2274244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -2274246.250000 Penalty: 3322.968994
	Iteration 51Q: 3 clusters Score -2274246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -2274250.250000 Penalty: 3322.968994
	Iteration 52Q: 3 clusters Score -2274250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -2274252.750000 Penalty: 3322.968994
	Iteration 53Q: 3 clusters Score -2274253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -2274253.500000 Penalty: 3322.968994
	Iteration 54Q: 3 clusters Score -2274254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -2274252.000000 Penalty: 3322.968994
	Iteration 55Q: 3 clusters Score -2274252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -2274255.500000 Penalty: 3322.968994
	Iteration 56Q: 3 clusters Score -2274256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -2274257.250000 Penalty: 3322.968994
	Iteration 57Q: 3 clusters Score -2274257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -2274260.250000 Penalty: 3322.968994
	Iteration 58Q: 3 clusters Score -2274260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -2274263.000000 Penalty: 3322.968994
	Iteration 59Q: 3 clusters Score -2274263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -2274265.500000 Penalty: 3322.968994
	Iteration 60F: 3 clusters Score -2274266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -2274265.750000 Penalty: 3322.968994
	Iteration 61Q: 3 clusters Score -2274266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -2274265.750000 Penalty: 3322.968994
	Iteration 62Q: 3 clusters Score -2274266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -2274271.500000 Penalty: 3322.968994
	Iteration 63Q: 3 clusters Score -2274272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -2274271.500000 Penalty: 3322.968994
	Iteration 64F: 3 clusters Score -2274272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Entering Unmasked Estep 
Score: -106419.187500 Penalty: 1190.336670
	Iteration 0F: 2 clusters Score -106419.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -104689.914062 Penalty: 2380.673340
	Iteration 0F: 3 clusters Score -104689.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -105293.656250 Penalty: 2380.673340
	Iteration 1F: 3 clusters Score -105293.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -105509.578125 Penalty: 2380.673340
	Iteration 2F: 3 clusters Score -105509.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -105664.554688 Penalty: 2380.673340
	Iteration 3F: 3 clusters Score -105664.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -105779.101562 Penalty: 2380.673340
	Iteration 4Q: 3 clusters Score -105779.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -105845.828125 Penalty: 2380.673340
	Iteration 5Q: 3 clusters Score -105845.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -105895.515625 Penalty: 2380.673340
	Iteration 6Q: 3 clusters Score -105895.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -105928.039062 Penalty: 2380.673340
	Iteration 7Q: 3 clusters Score -105928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -105949.156250 Penalty: 2380.673340
	Iteration 8Q: 3 clusters Score -105949.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -105965.328125 Penalty: 2380.673340
	Iteration 9Q: 3 clusters Score -105965.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -105979.070312 Penalty: 2380.673340
	Iteration 10Q: 3 clusters Score -105979.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -105988.265625 Penalty: 2380.673340
	Iteration 11Q: 3 clusters Score -105988.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -105995.195312 Penalty: 2380.673340
	Iteration 12Q: 3 clusters Score -105995.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -105998.460938 Penalty: 2380.673340
	Iteration 13Q: 3 clusters Score -105998.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -106004.539062 Penalty: 2380.673340
	Iteration 14Q: 3 clusters Score -106004.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -106009.023438 Penalty: 2380.673340
	Iteration 15Q: 3 clusters Score -106009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -106012.882812 Penalty: 2380.673340
	Iteration 16Q: 3 clusters Score -106012.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -106018.085938 Penalty: 2380.673340
	Iteration 17Q: 3 clusters Score -106018.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -106023.359375 Penalty: 2380.673340
	Iteration 18Q: 3 clusters Score -106023.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -106029.140625 Penalty: 2380.673340
	Iteration 19Q: 3 clusters Score -106029.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -106039.500000 Penalty: 2380.673340
	Iteration 20F: 3 clusters Score -106039.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -106053.828125 Penalty: 2380.673340
	Iteration 21Q: 3 clusters Score -106053.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -106078.007812 Penalty: 2380.673340
	Iteration 22Q: 3 clusters Score -106078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -106100.992188 Penalty: 2380.673340
	Iteration 23Q: 3 clusters Score -106101 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -106134.812500 Penalty: 2380.673340
	Iteration 24Q: 3 clusters Score -106134.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -106169.812500 Penalty: 2380.673340
	Iteration 25Q: 3 clusters Score -106169.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -106188.234375 Penalty: 2380.673340
	Iteration 26Q: 3 clusters Score -106188.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -106208.734375 Penalty: 2380.673340
	Iteration 27Q: 3 clusters Score -106208.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -106229.875000 Penalty: 2380.673340
	Iteration 28Q: 3 clusters Score -106229.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -106233.226562 Penalty: 2380.673340
	Iteration 29Q: 3 clusters Score -106233.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -106235.015625 Penalty: 2380.673340
	Iteration 30Q: 3 clusters Score -106235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -106235.015625 Penalty: 2380.673340
	Iteration 31F: 3 clusters Score -106235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Entering Unmasked Estep 
Score: -656085.062500 Penalty: 1444.041382
	Iteration 0F: 2 clusters Score -656085.1 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 3657 members 
Entering Unmasked Estep 
Score: -650660.000000 Penalty: 2888.082764
	Iteration 0F: 3 clusters Score -650660 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -652208.000000 Penalty: 2888.082764
	Iteration 1F: 3 clusters Score -652208 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -652397.875000 Penalty: 2888.082764
	Iteration 2F: 3 clusters Score -652397.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -652557.562500 Penalty: 2888.082764
	Iteration 3Q: 3 clusters Score -652557.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -652684.625000 Penalty: 2888.082764
	Iteration 4Q: 3 clusters Score -652684.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -652783.000000 Penalty: 2888.082764
	Iteration 5Q: 3 clusters Score -652783 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -652893.437500 Penalty: 2888.082764
	Iteration 6Q: 3 clusters Score -652893.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -653010.750000 Penalty: 2888.082764
	Iteration 7Q: 3 clusters Score -653010.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -653148.812500 Penalty: 2888.082764
	Iteration 8Q: 3 clusters Score -653148.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -653320.000000 Penalty: 2888.082764
	Iteration 9Q: 3 clusters Score -653320 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -653498.625000 Penalty: 2888.082764
	Iteration 10Q: 3 clusters Score -653498.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -653704.625000 Penalty: 2888.082764
	Iteration 11Q: 3 clusters Score -653704.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -653932.437500 Penalty: 2888.082764
	Iteration 12Q: 3 clusters Score -653932.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -654142.500000 Penalty: 2888.082764
	Iteration 13Q: 3 clusters Score -654142.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -654303.562500 Penalty: 2888.082764
	Iteration 14Q: 3 clusters Score -654303.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -654454.937500 Penalty: 2888.082764
	Iteration 15Q: 3 clusters Score -654454.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -654567.312500 Penalty: 2888.082764
	Iteration 16Q: 3 clusters Score -654567.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -654631.000000 Penalty: 2888.082764
	Iteration 17Q: 3 clusters Score -654631 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -654675.875000 Penalty: 2888.082764
	Iteration 18Q: 3 clusters Score -654675.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -654709.187500 Penalty: 2888.082764
	Iteration 19Q: 3 clusters Score -654709.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -654728.812500 Penalty: 2888.082764
	Iteration 20F: 3 clusters Score -654728.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -654748.187500 Penalty: 2888.082764
	Iteration 21Q: 3 clusters Score -654748.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -654774.437500 Penalty: 2888.082764
	Iteration 22Q: 3 clusters Score -654774.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -654794.750000 Penalty: 2888.082764
	Iteration 23Q: 3 clusters Score -654794.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -654814.062500 Penalty: 2888.082764
	Iteration 24Q: 3 clusters Score -654814.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -654829.437500 Penalty: 2888.082764
	Iteration 25Q: 3 clusters Score -654829.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -654839.375000 Penalty: 2888.082764
	Iteration 26Q: 3 clusters Score -654839.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -654841.312500 Penalty: 2888.082764
	Iteration 27Q: 3 clusters Score -654841.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -654841.875000 Penalty: 2888.082764
	Iteration 28Q: 3 clusters Score -654841.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -654842.312500 Penalty: 2888.082764
	Iteration 29Q: 3 clusters Score -654842.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -654846.625000 Penalty: 2888.082764
	Iteration 30Q: 3 clusters Score -654846.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -654852.437500 Penalty: 2888.082764
	Iteration 31Q: 3 clusters Score -654852.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -654857.375000 Penalty: 2888.082764
	Iteration 32Q: 3 clusters Score -654857.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -654860.562500 Penalty: 2888.082764
	Iteration 33Q: 3 clusters Score -654860.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -654860.937500 Penalty: 2888.082764
	Iteration 34Q: 3 clusters Score -654860.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -654860.937500 Penalty: 2888.082764
	Iteration 35F: 3 clusters Score -654860.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Entering Unmasked Estep 
Score: -73046.648438 Penalty: 1100.439453
	Iteration 0F: 2 clusters Score -73046.65 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 445 members 
Entering Unmasked Estep 
Score: -71719.304688 Penalty: 2200.878906
	Iteration 0F: 3 clusters Score -71719.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -72004.054688 Penalty: 2200.878906
	Iteration 1F: 3 clusters Score -72004.05 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -72066.695312 Penalty: 2200.878906
	Iteration 2F: 3 clusters Score -72066.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -72099.984375 Penalty: 2200.878906
	Iteration 3Q: 3 clusters Score -72099.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -72133.429688 Penalty: 2200.878906
	Iteration 4Q: 3 clusters Score -72133.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -72160.539062 Penalty: 2200.878906
	Iteration 5Q: 3 clusters Score -72160.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -72173.164062 Penalty: 2200.878906
	Iteration 6Q: 3 clusters Score -72173.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -72191.468750 Penalty: 2200.878906
	Iteration 7Q: 3 clusters Score -72191.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -72204.523438 Penalty: 2200.878906
	Iteration 8Q: 3 clusters Score -72204.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -72208.023438 Penalty: 2200.878906
	Iteration 9Q: 3 clusters Score -72208.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -72213.992188 Penalty: 2200.878906
	Iteration 10Q: 3 clusters Score -72213.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -72219.078125 Penalty: 2200.878906
	Iteration 11Q: 3 clusters Score -72219.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -72225.171875 Penalty: 2200.878906
	Iteration 12Q: 3 clusters Score -72225.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -72233.859375 Penalty: 2200.878906
	Iteration 13Q: 3 clusters Score -72233.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -72244.195312 Penalty: 2200.878906
	Iteration 14Q: 3 clusters Score -72244.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -72252.617188 Penalty: 2200.878906
	Iteration 15Q: 3 clusters Score -72252.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -72254.664062 Penalty: 2200.878906
	Iteration 16Q: 3 clusters Score -72254.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -72255.851562 Penalty: 2200.878906
	Iteration 17Q: 3 clusters Score -72255.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -72257.335938 Penalty: 2200.878906
	Iteration 18Q: 3 clusters Score -72257.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -72257.335938 Penalty: 2200.878906
	Iteration 19F: 3 clusters Score -72257.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (13518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Entering Unmasked Estep 
Score: -1252411.500000 Penalty: 1545.663940
	Iteration 0F: 2 clusters Score -1252412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1242909.750000 Penalty: 3091.327881
	Iteration 0F: 3 clusters Score -1242910 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1246252.000000 Penalty: 3091.327881
	Iteration 1F: 3 clusters Score -1246252 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1246526.500000 Penalty: 3091.327881
	Iteration 2F: 3 clusters Score -1246526 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1246754.125000 Penalty: 3091.327881
	Iteration 3Q: 3 clusters Score -1246754 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1246969.250000 Penalty: 3091.327881
	Iteration 4Q: 3 clusters Score -1246969 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1247154.625000 Penalty: 3091.327881
	Iteration 5Q: 3 clusters Score -1247155 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1247340.000000 Penalty: 3091.327881
	Iteration 6Q: 3 clusters Score -1247340 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1247588.750000 Penalty: 3091.327881
	Iteration 7Q: 3 clusters Score -1247589 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1247935.000000 Penalty: 3091.327881
	Iteration 8Q: 3 clusters Score -1247935 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1248311.500000 Penalty: 3091.327881
	Iteration 9Q: 3 clusters Score -1248312 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1248689.250000 Penalty: 3091.327881
	Iteration 10Q: 3 clusters Score -1248689 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1249071.875000 Penalty: 3091.327881
	Iteration 11Q: 3 clusters Score -1249072 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1249374.375000 Penalty: 3091.327881
	Iteration 12Q: 3 clusters Score -1249374 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1249604.500000 Penalty: 3091.327881
	Iteration 13Q: 3 clusters Score -1249604 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1249796.125000 Penalty: 3091.327881
	Iteration 14Q: 3 clusters Score -1249796 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1249955.000000 Penalty: 3091.327881
	Iteration 15Q: 3 clusters Score -1249955 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1250084.375000 Penalty: 3091.327881
	Iteration 16Q: 3 clusters Score -1250084 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1250184.250000 Penalty: 3091.327881
	Iteration 17Q: 3 clusters Score -1250184 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1250270.375000 Penalty: 3091.327881
	Iteration 18Q: 3 clusters Score -1250270 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1250354.375000 Penalty: 3091.327881
	Iteration 19Q: 3 clusters Score -1250354 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1250435.500000 Penalty: 3091.327881
	Iteration 20F: 3 clusters Score -1250436 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1250518.625000 Penalty: 3091.327881
	Iteration 21Q: 3 clusters Score -1250519 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1250596.000000 Penalty: 3091.327881
	Iteration 22Q: 3 clusters Score -1250596 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1250662.250000 Penalty: 3091.327881
	Iteration 23Q: 3 clusters Score -1250662 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1250709.875000 Penalty: 3091.327881
	Iteration 24Q: 3 clusters Score -1250710 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1250756.625000 Penalty: 3091.327881
	Iteration 25Q: 3 clusters Score -1250757 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1250804.750000 Penalty: 3091.327881
	Iteration 26Q: 3 clusters Score -1250805 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1250841.625000 Penalty: 3091.327881
	Iteration 27Q: 3 clusters Score -1250842 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1250880.625000 Penalty: 3091.327881
	Iteration 28Q: 3 clusters Score -1250881 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1250912.625000 Penalty: 3091.327881
	Iteration 29Q: 3 clusters Score -1250913 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1250929.875000 Penalty: 3091.327881
	Iteration 30Q: 3 clusters Score -1250930 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1250949.250000 Penalty: 3091.327881
	Iteration 31Q: 3 clusters Score -1250949 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -1250971.000000 Penalty: 3091.327881
	Iteration 32Q: 3 clusters Score -1250971 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1250985.500000 Penalty: 3091.327881
	Iteration 33Q: 3 clusters Score -1250986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1250992.375000 Penalty: 3091.327881
	Iteration 34Q: 3 clusters Score -1250992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1251001.250000 Penalty: 3091.327881
	Iteration 35Q: 3 clusters Score -1251001 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1251021.000000 Penalty: 3091.327881
	Iteration 36Q: 3 clusters Score -1251021 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1251033.500000 Penalty: 3091.327881
	Iteration 37Q: 3 clusters Score -1251034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1251039.000000 Penalty: 3091.327881
	Iteration 38Q: 3 clusters Score -1251039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1251043.500000 Penalty: 3091.327881
	Iteration 39Q: 3 clusters Score -1251044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1251052.250000 Penalty: 3091.327881
	Iteration 40F: 3 clusters Score -1251052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1251059.375000 Penalty: 3091.327881
	Iteration 41Q: 3 clusters Score -1251059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1251066.500000 Penalty: 3091.327881
	Iteration 42Q: 3 clusters Score -1251066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1251069.750000 Penalty: 3091.327881
	Iteration 43Q: 3 clusters Score -1251070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1251074.375000 Penalty: 3091.327881
	Iteration 44Q: 3 clusters Score -1251074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -1251075.500000 Penalty: 3091.327881
	Iteration 45Q: 3 clusters Score -1251076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -1251075.500000 Penalty: 3091.327881
	Iteration 46F: 3 clusters Score -1251076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Entering Unmasked Estep 
Score: -104369.531250 Penalty: 1154.423462
	Iteration 0F: 2 clusters Score -104369.5 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 592 members 
Entering Unmasked Estep 
Score: -102822.273438 Penalty: 2308.846924
	Iteration 0F: 3 clusters Score -102822.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -103084.679688 Penalty: 2308.846924
	Iteration 1F: 3 clusters Score -103084.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -103159.093750 Penalty: 2308.846924
	Iteration 2F: 3 clusters Score -103159.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -103207.421875 Penalty: 2308.846924
	Iteration 3Q: 3 clusters Score -103207.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -103244.601562 Penalty: 2308.846924
	Iteration 4Q: 3 clusters Score -103244.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -103269.843750 Penalty: 2308.846924
	Iteration 5Q: 3 clusters Score -103269.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -103292.101562 Penalty: 2308.846924
	Iteration 6Q: 3 clusters Score -103292.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -103307.789062 Penalty: 2308.846924
	Iteration 7Q: 3 clusters Score -103307.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -103314.226562 Penalty: 2308.846924
	Iteration 8Q: 3 clusters Score -103314.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -103324.265625 Penalty: 2308.846924
	Iteration 9Q: 3 clusters Score -103324.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -103339.671875 Penalty: 2308.846924
	Iteration 10Q: 3 clusters Score -103339.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -103348.867188 Penalty: 2308.846924
	Iteration 11Q: 3 clusters Score -103348.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -103362.585938 Penalty: 2308.846924
	Iteration 12Q: 3 clusters Score -103362.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -103381.976562 Penalty: 2308.846924
	Iteration 13Q: 3 clusters Score -103382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -103410.250000 Penalty: 2308.846924
	Iteration 14Q: 3 clusters Score -103410.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -103486.937500 Penalty: 2308.846924
	Iteration 15Q: 3 clusters Score -103486.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -103538.101562 Penalty: 2308.846924
	Iteration 16Q: 3 clusters Score -103538.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -103577.937500 Penalty: 2308.846924
	Iteration 17Q: 3 clusters Score -103577.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -103627.546875 Penalty: 2308.846924
	Iteration 18Q: 3 clusters Score -103627.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -103679.125000 Penalty: 2308.846924
	Iteration 19Q: 3 clusters Score -103679.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -103738.882812 Penalty: 2308.846924
	Iteration 20F: 3 clusters Score -103738.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -103792.250000 Penalty: 2308.846924
	Iteration 21Q: 3 clusters Score -103792.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -103826.875000 Penalty: 2308.846924
	Iteration 22Q: 3 clusters Score -103826.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -103896.437500 Penalty: 2308.846924
	Iteration 23Q: 3 clusters Score -103896.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -104008.640625 Penalty: 2308.846924
	Iteration 24Q: 3 clusters Score -104008.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -104101.343750 Penalty: 2308.846924
	Iteration 25Q: 3 clusters Score -104101.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -104206.218750 Penalty: 2308.846924
	Iteration 26Q: 3 clusters Score -104206.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -104233.093750 Penalty: 2308.846924
	Iteration 27Q: 3 clusters Score -104233.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -104256.671875 Penalty: 2308.846924
	Iteration 28Q: 3 clusters Score -104256.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -104268.437500 Penalty: 2308.846924
	Iteration 29Q: 3 clusters Score -104268.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -104274.640625 Penalty: 2308.846924
	Iteration 30Q: 3 clusters Score -104274.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -104276.203125 Penalty: 2308.846924
	Iteration 31Q: 3 clusters Score -104276.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -104276.593750 Penalty: 2308.846924
	Iteration 32Q: 3 clusters Score -104276.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -104276.593750 Penalty: 2308.846924
	Iteration 33F: 3 clusters Score -104276.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Entering Unmasked Estep 
Score: -1013183.750000 Penalty: 1511.086182
	Iteration 0F: 2 clusters Score -1013184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1005380.562500 Penalty: 3022.172363
	Iteration 0F: 3 clusters Score -1005381 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1008012.812500 Penalty: 3022.172363
	Iteration 1F: 3 clusters Score -1008013 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1008351.312500 Penalty: 3022.172363
	Iteration 2F: 3 clusters Score -1008351 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1008722.250000 Penalty: 3022.172363
	Iteration 3F: 3 clusters Score -1008722 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1009154.312500 Penalty: 3022.172363
	Iteration 4F: 3 clusters Score -1009154 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1009605.375000 Penalty: 3022.172363
	Iteration 5F: 3 clusters Score -1009605 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1010079.500000 Penalty: 3022.172363
	Iteration 6F: 3 clusters Score -1010080 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1010525.187500 Penalty: 3022.172363
	Iteration 7F: 3 clusters Score -1010525 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1010875.187500 Penalty: 3022.172363
	Iteration 8Q: 3 clusters Score -1010875 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1011119.375000 Penalty: 3022.172363
	Iteration 9Q: 3 clusters Score -1011119 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1011307.875000 Penalty: 3022.172363
	Iteration 10Q: 3 clusters Score -1011308 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1011435.187500 Penalty: 3022.172363
	Iteration 11Q: 3 clusters Score -1011435 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1011532.500000 Penalty: 3022.172363
	Iteration 12Q: 3 clusters Score -1011532 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1011602.500000 Penalty: 3022.172363
	Iteration 13Q: 3 clusters Score -1011602 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1011661.375000 Penalty: 3022.172363
	Iteration 14Q: 3 clusters Score -1011661 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1011711.000000 Penalty: 3022.172363
	Iteration 15Q: 3 clusters Score -1011711 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1011749.562500 Penalty: 3022.172363
	Iteration 16Q: 3 clusters Score -1011750 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1011773.812500 Penalty: 3022.172363
	Iteration 17Q: 3 clusters Score -1011774 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1011794.375000 Penalty: 3022.172363
	Iteration 18Q: 3 clusters Score -1011794 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1011806.812500 Penalty: 3022.172363
	Iteration 19Q: 3 clusters Score -1011807 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1011821.500000 Penalty: 3022.172363
	Iteration 20F: 3 clusters Score -1011822 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1011830.687500 Penalty: 3022.172363
	Iteration 21Q: 3 clusters Score -1011831 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1011836.125000 Penalty: 3022.172363
	Iteration 22Q: 3 clusters Score -1011836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1011845.562500 Penalty: 3022.172363
	Iteration 23Q: 3 clusters Score -1011846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1011846.625000 Penalty: 3022.172363
	Iteration 24Q: 3 clusters Score -1011847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1011855.562500 Penalty: 3022.172363
	Iteration 25Q: 3 clusters Score -1011856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1011863.812500 Penalty: 3022.172363
	Iteration 26Q: 3 clusters Score -1011864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1011870.125000 Penalty: 3022.172363
	Iteration 27Q: 3 clusters Score -1011870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1011875.812500 Penalty: 3022.172363
	Iteration 28Q: 3 clusters Score -1011876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1011880.312500 Penalty: 3022.172363
	Iteration 29Q: 3 clusters Score -1011880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1011888.687500 Penalty: 3022.172363
	Iteration 30Q: 3 clusters Score -1011889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1011887.250000 Penalty: 3022.172363
	Iteration 31Q: 3 clusters Score -1011887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1011887.812500 Penalty: 3022.172363
	Iteration 32Q: 3 clusters Score -1011888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1011890.062500 Penalty: 3022.172363
	Iteration 33Q: 3 clusters Score -1011890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1011891.562500 Penalty: 3022.172363
	Iteration 34Q: 3 clusters Score -1011892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1011892.500000 Penalty: 3022.172363
	Iteration 35Q: 3 clusters Score -1011892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1011894.937500 Penalty: 3022.172363
	Iteration 36Q: 3 clusters Score -1011895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1011894.812500 Penalty: 3022.172363
	Iteration 37Q: 3 clusters Score -1011895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1011896.250000 Penalty: 3022.172363
	Iteration 38Q: 3 clusters Score -1011896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1011895.062500 Penalty: 3022.172363
	Iteration 39Q: 3 clusters Score -1011895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1011897.000000 Penalty: 3022.172363
	Iteration 40F: 3 clusters Score -1011897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (70543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70543 members 
Entering Unmasked Estep 
Score: -6516604.500000 Penalty: 1814.146362
	Iteration 0F: 2 clusters Score -6516604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -6469296.000000 Penalty: 3628.292725
	Iteration 0F: 3 clusters Score -6469296 nChanged 33524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -6488426.000000 Penalty: 3628.292725
	Iteration 1F: 3 clusters Score -6488426 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -6489215.500000 Penalty: 3628.292725
	Iteration 2Q: 3 clusters Score -6489216 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -6490326.000000 Penalty: 3628.292725
	Iteration 3Q: 3 clusters Score -6490326 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -6491868.500000 Penalty: 3628.292725
	Iteration 4F: 3 clusters Score -6491868 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 45316 members 
Entering Unmasked Estep 
Score: -6494259.000000 Penalty: 3628.292725
	Iteration 5F: 3 clusters Score -6494259 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 49732 members 
Entering Unmasked Estep 
Score: -6497816.000000 Penalty: 3628.292725
	Iteration 6F: 3 clusters Score -6497816 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 54669 members 
Entering Unmasked Estep 
Score: -6501945.500000 Penalty: 3628.292725
	Iteration 7F: 3 clusters Score -6501946 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 59163 members 
Entering Unmasked Estep 
Score: -6505821.000000 Penalty: 3628.292725
	Iteration 8F: 3 clusters Score -6505821 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 62940 members 
Entering Unmasked Estep 
Score: -6509313.500000 Penalty: 3628.292725
	Iteration 9F: 3 clusters Score -6509314 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 65571 members 
Entering Unmasked Estep 
Score: -6511565.000000 Penalty: 3628.292725
	Iteration 10Q: 3 clusters Score -6511565 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 67205 members 
Entering Unmasked Estep 
Score: -6512947.500000 Penalty: 3628.292725
	Iteration 11Q: 3 clusters Score -6512948 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 68234 members 
Entering Unmasked Estep 
Score: -6513764.000000 Penalty: 3628.292725
	Iteration 12Q: 3 clusters Score -6513764 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 68842 members 
Entering Unmasked Estep 
Score: -6514228.000000 Penalty: 3628.292725
	Iteration 13Q: 3 clusters Score -6514228 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 69229 members 
Entering Unmasked Estep 
Score: -6514482.000000 Penalty: 3628.292725
	Iteration 14Q: 3 clusters Score -6514482 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 69467 members 
Entering Unmasked Estep 
Score: -6514648.000000 Penalty: 3628.292725
	Iteration 15Q: 3 clusters Score -6514648 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 69616 members 
Entering Unmasked Estep 
Score: -6514726.000000 Penalty: 3628.292725
	Iteration 16Q: 3 clusters Score -6514726 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 69734 members 
Entering Unmasked Estep 
Score: -6514808.000000 Penalty: 3628.292725
	Iteration 17Q: 3 clusters Score -6514808 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 69830 members 
Entering Unmasked Estep 
Score: -6514864.500000 Penalty: 3628.292725
	Iteration 18Q: 3 clusters Score -6514864 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 69900 members 
Entering Unmasked Estep 
Score: -6514908.500000 Penalty: 3628.292725
	Iteration 19Q: 3 clusters Score -6514908 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 69945 members 
Entering Unmasked Estep 
Score: -6514945.000000 Penalty: 3628.292725
	Iteration 20F: 3 clusters Score -6514945 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 69979 members 
Entering Unmasked Estep 
Score: -6514971.500000 Penalty: 3628.292725
	Iteration 21Q: 3 clusters Score -6514972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 70002 members 
Entering Unmasked Estep 
Score: -6514998.500000 Penalty: 3628.292725
	Iteration 22Q: 3 clusters Score -6514998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 70016 members 
Entering Unmasked Estep 
Score: -6515000.500000 Penalty: 3628.292725
	Iteration 23Q: 3 clusters Score -6515000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 70030 members 
Entering Unmasked Estep 
Score: -6515012.000000 Penalty: 3628.292725
	Iteration 24Q: 3 clusters Score -6515012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 70049 members 
Entering Unmasked Estep 
Score: -6515027.000000 Penalty: 3628.292725
	Iteration 25Q: 3 clusters Score -6515027 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 70062 members 
Entering Unmasked Estep 
Score: -6515037.000000 Penalty: 3628.292725
	Iteration 26Q: 3 clusters Score -6515037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 70073 members 
Entering Unmasked Estep 
Score: -6515040.000000 Penalty: 3628.292725
	Iteration 27Q: 3 clusters Score -6515040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 70078 members 
Entering Unmasked Estep 
Score: -6515045.000000 Penalty: 3628.292725
	Iteration 28Q: 3 clusters Score -6515045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 70086 members 
Entering Unmasked Estep 
Score: -6515050.000000 Penalty: 3628.292725
	Iteration 29Q: 3 clusters Score -6515050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 70088 members 
Entering Unmasked Estep 
Score: -6515048.500000 Penalty: 3628.292725
	Iteration 30Q: 3 clusters Score -6515048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 70089 members 
Entering Unmasked Estep 
Score: -6515050.000000 Penalty: 3628.292725
	Iteration 31Q: 3 clusters Score -6515050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 70088 members 
Entering Unmasked Estep 
Score: -6515049.500000 Penalty: 3628.292725
	Iteration 32Q: 3 clusters Score -6515050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 70088 members 
Entering Unmasked Estep 
Score: -6515049.500000 Penalty: 3628.292725
	Iteration 33F: 3 clusters Score -6515050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Entering Unmasked Estep 
Score: -278828.593750 Penalty: 1308.911499
	Iteration 0F: 2 clusters Score -278828.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -275976.468750 Penalty: 2617.822998
	Iteration 0F: 3 clusters Score -275976.5 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -276727.843750 Penalty: 2617.822998
	Iteration 1F: 3 clusters Score -276727.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -276934.218750 Penalty: 2617.822998
	Iteration 2F: 3 clusters Score -276934.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -277066.906250 Penalty: 2617.822998
	Iteration 3F: 3 clusters Score -277066.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -277171.843750 Penalty: 2617.822998
	Iteration 4Q: 3 clusters Score -277171.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -277246.718750 Penalty: 2617.822998
	Iteration 5Q: 3 clusters Score -277246.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -277309.000000 Penalty: 2617.822998
	Iteration 6Q: 3 clusters Score -277309 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -277343.593750 Penalty: 2617.822998
	Iteration 7Q: 3 clusters Score -277343.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -277374.500000 Penalty: 2617.822998
	Iteration 8Q: 3 clusters Score -277374.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -277394.406250 Penalty: 2617.822998
	Iteration 9Q: 3 clusters Score -277394.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -277416.187500 Penalty: 2617.822998
	Iteration 10Q: 3 clusters Score -277416.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -277436.343750 Penalty: 2617.822998
	Iteration 11Q: 3 clusters Score -277436.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -277453.093750 Penalty: 2617.822998
	Iteration 12Q: 3 clusters Score -277453.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -277471.968750 Penalty: 2617.822998
	Iteration 13Q: 3 clusters Score -277472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -277485.031250 Penalty: 2617.822998
	Iteration 14Q: 3 clusters Score -277485 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -277499.875000 Penalty: 2617.822998
	Iteration 15Q: 3 clusters Score -277499.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -277508.343750 Penalty: 2617.822998
	Iteration 16Q: 3 clusters Score -277508.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -277514.781250 Penalty: 2617.822998
	Iteration 17Q: 3 clusters Score -277514.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -277519.375000 Penalty: 2617.822998
	Iteration 18Q: 3 clusters Score -277519.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -277521.625000 Penalty: 2617.822998
	Iteration 19Q: 3 clusters Score -277521.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -277523.812500 Penalty: 2617.822998
	Iteration 20F: 3 clusters Score -277523.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -277524.812500 Penalty: 2617.822998
	Iteration 21Q: 3 clusters Score -277524.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -277526.000000 Penalty: 2617.822998
	Iteration 22Q: 3 clusters Score -277526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -277526.281250 Penalty: 2617.822998
	Iteration 23Q: 3 clusters Score -277526.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -277526.281250 Penalty: 2617.822998
	Iteration 24F: 3 clusters Score -277526.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Entering Unmasked Estep 
Score: -119769.296875 Penalty: 1187.746948
	Iteration 0F: 2 clusters Score -119769.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -118009.148438 Penalty: 2375.493896
	Iteration 0F: 3 clusters Score -118009.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -118416.101562 Penalty: 2375.493896
	Iteration 1F: 3 clusters Score -118416.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -118608.070312 Penalty: 2375.493896
	Iteration 2F: 3 clusters Score -118608.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -118765.132812 Penalty: 2375.493896
	Iteration 3F: 3 clusters Score -118765.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -118890.984375 Penalty: 2375.493896
	Iteration 4F: 3 clusters Score -118891 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -119019.164062 Penalty: 2375.493896
	Iteration 5Q: 3 clusters Score -119019.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -119095.148438 Penalty: 2375.493896
	Iteration 6Q: 3 clusters Score -119095.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -119133.031250 Penalty: 2375.493896
	Iteration 7Q: 3 clusters Score -119133 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -119161.812500 Penalty: 2375.493896
	Iteration 8Q: 3 clusters Score -119161.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -119179.531250 Penalty: 2375.493896
	Iteration 9Q: 3 clusters Score -119179.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -119207.460938 Penalty: 2375.493896
	Iteration 10Q: 3 clusters Score -119207.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -119245.804688 Penalty: 2375.493896
	Iteration 11Q: 3 clusters Score -119245.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -119298.117188 Penalty: 2375.493896
	Iteration 12Q: 3 clusters Score -119298.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -119346.664062 Penalty: 2375.493896
	Iteration 13Q: 3 clusters Score -119346.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -119429.578125 Penalty: 2375.493896
	Iteration 14Q: 3 clusters Score -119429.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -119504.031250 Penalty: 2375.493896
	Iteration 15Q: 3 clusters Score -119504 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -119570.531250 Penalty: 2375.493896
	Iteration 16Q: 3 clusters Score -119570.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -119633.718750 Penalty: 2375.493896
	Iteration 17Q: 3 clusters Score -119633.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -119670.687500 Penalty: 2375.493896
	Iteration 18Q: 3 clusters Score -119670.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -119697.421875 Penalty: 2375.493896
	Iteration 19Q: 3 clusters Score -119697.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -119717.562500 Penalty: 2375.493896
	Iteration 20F: 3 clusters Score -119717.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -119730.382812 Penalty: 2375.493896
	Iteration 21Q: 3 clusters Score -119730.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -119737.757812 Penalty: 2375.493896
	Iteration 22Q: 3 clusters Score -119737.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -119743.617188 Penalty: 2375.493896
	Iteration 23Q: 3 clusters Score -119743.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -119744.476562 Penalty: 2375.493896
	Iteration 24Q: 3 clusters Score -119744.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -119746.203125 Penalty: 2375.493896
	Iteration 25Q: 3 clusters Score -119746.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -119746.890625 Penalty: 2375.493896
	Iteration 26Q: 3 clusters Score -119746.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -119747.195312 Penalty: 2375.493896
	Iteration 27Q: 3 clusters Score -119747.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -119747.195312 Penalty: 2375.493896
	Iteration 28F: 3 clusters Score -119747.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Entering Unmasked Estep 
Score: -81337.828125 Penalty: 1115.368042
	Iteration 0F: 2 clusters Score -81337.83 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 469 members 
Entering Unmasked Estep 
Score: -79929.546875 Penalty: 2230.736084
	Iteration 0F: 3 clusters Score -79929.55 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -80143.468750 Penalty: 2230.736084
	Iteration 1F: 3 clusters Score -80143.47 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -80195.734375 Penalty: 2230.736084
	Iteration 2F: 3 clusters Score -80195.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -80239.414062 Penalty: 2230.736084
	Iteration 3Q: 3 clusters Score -80239.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -80259.867188 Penalty: 2230.736084
	Iteration 4Q: 3 clusters Score -80259.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -80286.320312 Penalty: 2230.736084
	Iteration 5Q: 3 clusters Score -80286.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -80310.984375 Penalty: 2230.736084
	Iteration 6Q: 3 clusters Score -80310.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -80335.812500 Penalty: 2230.736084
	Iteration 7Q: 3 clusters Score -80335.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -80349.492188 Penalty: 2230.736084
	Iteration 8Q: 3 clusters Score -80349.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -80371.312500 Penalty: 2230.736084
	Iteration 9Q: 3 clusters Score -80371.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -80411.546875 Penalty: 2230.736084
	Iteration 10Q: 3 clusters Score -80411.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -80437.984375 Penalty: 2230.736084
	Iteration 11Q: 3 clusters Score -80437.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -80463.015625 Penalty: 2230.736084
	Iteration 12Q: 3 clusters Score -80463.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -80495.671875 Penalty: 2230.736084
	Iteration 13Q: 3 clusters Score -80495.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -80543.812500 Penalty: 2230.736084
	Iteration 14Q: 3 clusters Score -80543.81 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -80586.875000 Penalty: 2230.736084
	Iteration 15Q: 3 clusters Score -80586.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -80627.734375 Penalty: 2230.736084
	Iteration 16Q: 3 clusters Score -80627.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -80668.289062 Penalty: 2230.736084
	Iteration 17Q: 3 clusters Score -80668.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -80709.148438 Penalty: 2230.736084
	Iteration 18Q: 3 clusters Score -80709.15 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -80761.953125 Penalty: 2230.736084
	Iteration 19Q: 3 clusters Score -80761.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -80797.835938 Penalty: 2230.736084
	Iteration 20F: 3 clusters Score -80797.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -80828.265625 Penalty: 2230.736084
	Iteration 21Q: 3 clusters Score -80828.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -80848.523438 Penalty: 2230.736084
	Iteration 22Q: 3 clusters Score -80848.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -80871.148438 Penalty: 2230.736084
	Iteration 23Q: 3 clusters Score -80871.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -80887.445312 Penalty: 2230.736084
	Iteration 24Q: 3 clusters Score -80887.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -80894.101562 Penalty: 2230.736084
	Iteration 25Q: 3 clusters Score -80894.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -80900.273438 Penalty: 2230.736084
	Iteration 26Q: 3 clusters Score -80900.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -80901.492188 Penalty: 2230.736084
	Iteration 27Q: 3 clusters Score -80901.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -80901.492188 Penalty: 2230.736084
	Iteration 28F: 3 clusters Score -80901.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -29013.207031 Penalty: 963.125488
	Iteration 0F: 2 clusters Score -29013.21 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 199 members 
Entering Unmasked Estep 
Score: -28036.849609 Penalty: 1926.250977
	Iteration 0F: 3 clusters Score -28036.85 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -28172.728516 Penalty: 1926.250977
	Iteration 1F: 3 clusters Score -28172.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -28208.869141 Penalty: 1926.250977
	Iteration 2Q: 3 clusters Score -28208.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -28230.646484 Penalty: 1926.250977
	Iteration 3Q: 3 clusters Score -28230.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -28237.095703 Penalty: 1926.250977
	Iteration 4Q: 3 clusters Score -28237.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -28241.583984 Penalty: 1926.250977
	Iteration 5Q: 3 clusters Score -28241.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -28247.851562 Penalty: 1926.250977
	Iteration 6Q: 3 clusters Score -28247.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -28248.160156 Penalty: 1926.250977
	Iteration 7Q: 3 clusters Score -28248.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -28248.160156 Penalty: 1926.250977
	Iteration 8F: 3 clusters Score -28248.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -38694.414062 Penalty: 993.473389
	Iteration 0F: 2 clusters Score -38694.41 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 211 members 
Entering Unmasked Estep 
Score: -37661.246094 Penalty: 1986.946777
	Iteration 0F: 3 clusters Score -37661.25 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -37789.453125 Penalty: 1986.946777
	Iteration 1F: 3 clusters Score -37789.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37817.832031 Penalty: 1986.946777
	Iteration 2Q: 3 clusters Score -37817.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -37838.335938 Penalty: 1986.946777
	Iteration 3Q: 3 clusters Score -37838.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -37851.382812 Penalty: 1986.946777
	Iteration 4Q: 3 clusters Score -37851.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37865.230469 Penalty: 1986.946777
	Iteration 5Q: 3 clusters Score -37865.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37867.000000 Penalty: 1986.946777
	Iteration 6Q: 3 clusters Score -37867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37870.273438 Penalty: 1986.946777
	Iteration 7Q: 3 clusters Score -37870.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -37871.562500 Penalty: 1986.946777
	Iteration 8Q: 3 clusters Score -37871.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -37871.562500 Penalty: 1986.946777
	Iteration 9F: 3 clusters Score -37871.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (86336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86336 members 
Entering Unmasked Estep 
Score: -7957040.500000 Penalty: 1846.975342
	Iteration 0F: 2 clusters Score -7957040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43197 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -7899451.000000 Penalty: 3693.950684
	Iteration 0F: 3 clusters Score -7899451 nChanged 41221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -7923131.500000 Penalty: 3693.950684
	Iteration 1F: 3 clusters Score -7923132 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -7923918.000000 Penalty: 3693.950684
	Iteration 2Q: 3 clusters Score -7923918 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -7924990.000000 Penalty: 3693.950684
	Iteration 3Q: 3 clusters Score -7924990 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -7926226.500000 Penalty: 3693.950684
	Iteration 4Q: 3 clusters Score -7926226 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45084 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -7927932.500000 Penalty: 3693.950684
	Iteration 5Q: 3 clusters Score -7927932 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -7930209.000000 Penalty: 3693.950684
	Iteration 6F: 3 clusters Score -7930209 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -7932999.000000 Penalty: 3693.950684
	Iteration 7F: 3 clusters Score -7932999 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -7936013.500000 Penalty: 3693.950684
	Iteration 8F: 3 clusters Score -7936014 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43037 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -7938970.500000 Penalty: 3693.950684
	Iteration 9F: 3 clusters Score -7938970 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -7941288.000000 Penalty: 3693.950684
	Iteration 10F: 3 clusters Score -7941288 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -7942823.000000 Penalty: 3693.950684
	Iteration 11Q: 3 clusters Score -7942823 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 47331 members 
Entering Unmasked Estep 
Score: -7943731.000000 Penalty: 3693.950684
	Iteration 12Q: 3 clusters Score -7943731 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 48615 members 
Entering Unmasked Estep 
Score: -7944320.000000 Penalty: 3693.950684
	Iteration 13Q: 3 clusters Score -7944320 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -7944797.000000 Penalty: 3693.950684
	Iteration 14Q: 3 clusters Score -7944797 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 51181 members 
Entering Unmasked Estep 
Score: -7945271.000000 Penalty: 3693.950684
	Iteration 15Q: 3 clusters Score -7945271 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 52567 members 
Entering Unmasked Estep 
Score: -7945809.000000 Penalty: 3693.950684
	Iteration 16Q: 3 clusters Score -7945809 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 54076 members 
Entering Unmasked Estep 
Score: -7946354.500000 Penalty: 3693.950684
	Iteration 17Q: 3 clusters Score -7946354 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 55628 members 
Entering Unmasked Estep 
Score: -7947024.500000 Penalty: 3693.950684
	Iteration 18Q: 3 clusters Score -7947024 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 57333 members 
Entering Unmasked Estep 
Score: -7947735.000000 Penalty: 3693.950684
	Iteration 19Q: 3 clusters Score -7947735 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 58959 members 
Entering Unmasked Estep 
Score: -7948405.500000 Penalty: 3693.950684
	Iteration 20F: 3 clusters Score -7948406 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 60628 members 
Entering Unmasked Estep 
Score: -7949105.000000 Penalty: 3693.950684
	Iteration 21Q: 3 clusters Score -7949105 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 62358 members 
Entering Unmasked Estep 
Score: -7949793.000000 Penalty: 3693.950684
	Iteration 22Q: 3 clusters Score -7949793 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 64088 members 
Entering Unmasked Estep 
Score: -7950538.500000 Penalty: 3693.950684
	Iteration 23Q: 3 clusters Score -7950538 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 65741 members 
Entering Unmasked Estep 
Score: -7951213.500000 Penalty: 3693.950684
	Iteration 24Q: 3 clusters Score -7951214 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 67333 members 
Entering Unmasked Estep 
Score: -7951742.000000 Penalty: 3693.950684
	Iteration 25Q: 3 clusters Score -7951742 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 68812 members 
Entering Unmasked Estep 
Score: -7952313.500000 Penalty: 3693.950684
	Iteration 26Q: 3 clusters Score -7952314 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 70149 members 
Entering Unmasked Estep 
Score: -7952797.500000 Penalty: 3693.950684
	Iteration 27Q: 3 clusters Score -7952798 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 71398 members 
Entering Unmasked Estep 
Score: -7953148.000000 Penalty: 3693.950684
	Iteration 28Q: 3 clusters Score -7953148 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 72558 members 
Entering Unmasked Estep 
Score: -7953544.000000 Penalty: 3693.950684
	Iteration 29Q: 3 clusters Score -7953544 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 73563 members 
Entering Unmasked Estep 
Score: -7953872.500000 Penalty: 3693.950684
	Iteration 30Q: 3 clusters Score -7953872 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 74485 members 
Entering Unmasked Estep 
Score: -7954150.000000 Penalty: 3693.950684
	Iteration 31Q: 3 clusters Score -7954150 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 75346 members 
Entering Unmasked Estep 
Score: -7954357.000000 Penalty: 3693.950684
	Iteration 32Q: 3 clusters Score -7954357 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 76074 members 
Entering Unmasked Estep 
Score: -7954545.500000 Penalty: 3693.950684
	Iteration 33Q: 3 clusters Score -7954546 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 76749 members 
Entering Unmasked Estep 
Score: -7954750.500000 Penalty: 3693.950684
	Iteration 34Q: 3 clusters Score -7954750 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 77359 members 
Entering Unmasked Estep 
Score: -7954872.000000 Penalty: 3693.950684
	Iteration 35Q: 3 clusters Score -7954872 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 77950 members 
Entering Unmasked Estep 
Score: -7955055.000000 Penalty: 3693.950684
	Iteration 36Q: 3 clusters Score -7955055 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 78430 members 
Entering Unmasked Estep 
Score: -7955185.500000 Penalty: 3693.950684
	Iteration 37Q: 3 clusters Score -7955186 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 78856 members 
Entering Unmasked Estep 
Score: -7955289.500000 Penalty: 3693.950684
	Iteration 38Q: 3 clusters Score -7955290 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 79230 members 
Entering Unmasked Estep 
Score: -7955352.000000 Penalty: 3693.950684
	Iteration 39Q: 3 clusters Score -7955352 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 79560 members 
Entering Unmasked Estep 
Score: -7955445.500000 Penalty: 3693.950684
	Iteration 40F: 3 clusters Score -7955446 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 79879 members 
Entering Unmasked Estep 
Score: -7955511.000000 Penalty: 3693.950684
	Iteration 41Q: 3 clusters Score -7955511 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 80188 members 
Entering Unmasked Estep 
Score: -7955579.000000 Penalty: 3693.950684
	Iteration 42Q: 3 clusters Score -7955579 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 80467 members 
Entering Unmasked Estep 
Score: -7955635.000000 Penalty: 3693.950684
	Iteration 43Q: 3 clusters Score -7955635 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 80692 members 
Entering Unmasked Estep 
Score: -7955650.000000 Penalty: 3693.950684
	Iteration 44Q: 3 clusters Score -7955650 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 80907 members 
Entering Unmasked Estep 
Score: -7955696.500000 Penalty: 3693.950684
	Iteration 45Q: 3 clusters Score -7955696 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 81132 members 
Entering Unmasked Estep 
Score: -7955730.500000 Penalty: 3693.950684
	Iteration 46Q: 3 clusters Score -7955730 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 81339 members 
Entering Unmasked Estep 
Score: -7955793.000000 Penalty: 3693.950684
	Iteration 47Q: 3 clusters Score -7955793 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 81539 members 
Entering Unmasked Estep 
Score: -7955829.000000 Penalty: 3693.950684
	Iteration 48Q: 3 clusters Score -7955829 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 81721 members 
Entering Unmasked Estep 
Score: -7955868.000000 Penalty: 3693.950684
	Iteration 49Q: 3 clusters Score -7955868 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 81894 members 
Entering Unmasked Estep 
Score: -7955892.500000 Penalty: 3693.950684
	Iteration 50Q: 3 clusters Score -7955892 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 82036 members 
Entering Unmasked Estep 
Score: -7955928.500000 Penalty: 3693.950684
	Iteration 51Q: 3 clusters Score -7955928 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 82154 members 
Entering Unmasked Estep 
Score: -7955966.500000 Penalty: 3693.950684
	Iteration 52Q: 3 clusters Score -7955966 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 82278 members 
Entering Unmasked Estep 
Score: -7956007.500000 Penalty: 3693.950684
	Iteration 53Q: 3 clusters Score -7956008 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 82406 members 
Entering Unmasked Estep 
Score: -7956045.500000 Penalty: 3693.950684
	Iteration 54Q: 3 clusters Score -7956046 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 82523 members 
Entering Unmasked Estep 
Score: -7956114.500000 Penalty: 3693.950684
	Iteration 55Q: 3 clusters Score -7956114 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 82649 members 
Entering Unmasked Estep 
Score: -7956203.000000 Penalty: 3693.950684
	Iteration 56Q: 3 clusters Score -7956203 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 82753 members 
Entering Unmasked Estep 
Score: -7956351.500000 Penalty: 3693.950684
	Iteration 57Q: 3 clusters Score -7956352 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 82854 members 
Entering Unmasked Estep 
Score: -7956482.500000 Penalty: 3693.950684
	Iteration 58Q: 3 clusters Score -7956482 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 82939 members 
Entering Unmasked Estep 
Score: -7956574.500000 Penalty: 3693.950684
	Iteration 59Q: 3 clusters Score -7956574 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 82994 members 
Entering Unmasked Estep 
Score: -7956686.000000 Penalty: 3693.950684
	Iteration 60F: 3 clusters Score -7956686 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 83013 members 
Entering Unmasked Estep 
Score: -7956738.000000 Penalty: 3693.950684
	Iteration 61Q: 3 clusters Score -7956738 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 83025 members 
Entering Unmasked Estep 
Score: -7956778.500000 Penalty: 3693.950684
	Iteration 62Q: 3 clusters Score -7956778 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 83034 members 
Entering Unmasked Estep 
Score: -7956807.500000 Penalty: 3693.950684
	Iteration 63Q: 3 clusters Score -7956808 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 83030 members 
Entering Unmasked Estep 
Score: -7956804.500000 Penalty: 3693.950684
	Iteration 64Q: 3 clusters Score -7956804 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 83015 members 
Entering Unmasked Estep 
Score: -7956815.500000 Penalty: 3693.950684
	Iteration 65Q: 3 clusters Score -7956816 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 83000 members 
Entering Unmasked Estep 
Score: -7956807.000000 Penalty: 3693.950684
	Iteration 66Q: 3 clusters Score -7956807 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 82992 members 
Entering Unmasked Estep 
Score: -7956814.000000 Penalty: 3693.950684
	Iteration 67Q: 3 clusters Score -7956814 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 82985 members 
Entering Unmasked Estep 
Score: -7956813.500000 Penalty: 3693.950684
	Iteration 68Q: 3 clusters Score -7956814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 82980 members 
Entering Unmasked Estep 
Score: -7956810.000000 Penalty: 3693.950684
	Iteration 69Q: 3 clusters Score -7956810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 82978 members 
Entering Unmasked Estep 
Score: -7956818.500000 Penalty: 3693.950684
	Iteration 70Q: 3 clusters Score -7956818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 82975 members 
Entering Unmasked Estep 
Score: -7956812.500000 Penalty: 3693.950684
	Iteration 71Q: 3 clusters Score -7956812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 82975 members 
Entering Unmasked Estep 
Score: -7956816.500000 Penalty: 3693.950684
	Iteration 72Q: 3 clusters Score -7956816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 82975 members 
Entering Unmasked Estep 
Score: -7956813.000000 Penalty: 3693.950684
	Iteration 73Q: 3 clusters Score -7956813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 82975 members 
Entering Unmasked Estep 
Score: -7956819.500000 Penalty: 3693.950684
	Iteration 74Q: 3 clusters Score -7956820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 82975 members 
Entering Unmasked Estep 
Score: -7956819.500000 Penalty: 3693.950684
	Iteration 75F: 3 clusters Score -7956820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Entering Unmasked Estep 
Score: -290597.156250 Penalty: 1329.438599
	Iteration 0F: 2 clusters Score -290597.2 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 1779 members 
Entering Unmasked Estep 
Score: -287541.968750 Penalty: 2658.877197
	Iteration 0F: 3 clusters Score -287542 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -288355.343750 Penalty: 2658.877197
	Iteration 1F: 3 clusters Score -288355.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -288537.187500 Penalty: 2658.877197
	Iteration 2F: 3 clusters Score -288537.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -288683.156250 Penalty: 2658.877197
	Iteration 3F: 3 clusters Score -288683.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -288819.906250 Penalty: 2658.877197
	Iteration 4F: 3 clusters Score -288819.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -288914.968750 Penalty: 2658.877197
	Iteration 5Q: 3 clusters Score -288915 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -288988.187500 Penalty: 2658.877197
	Iteration 6Q: 3 clusters Score -288988.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -289040.687500 Penalty: 2658.877197
	Iteration 7Q: 3 clusters Score -289040.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -289079.437500 Penalty: 2658.877197
	Iteration 8Q: 3 clusters Score -289079.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -289110.312500 Penalty: 2658.877197
	Iteration 9Q: 3 clusters Score -289110.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -289146.125000 Penalty: 2658.877197
	Iteration 10Q: 3 clusters Score -289146.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -289178.500000 Penalty: 2658.877197
	Iteration 11Q: 3 clusters Score -289178.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -289206.562500 Penalty: 2658.877197
	Iteration 12Q: 3 clusters Score -289206.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -289224.000000 Penalty: 2658.877197
	Iteration 13Q: 3 clusters Score -289224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -289237.000000 Penalty: 2658.877197
	Iteration 14Q: 3 clusters Score -289237 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -289249.093750 Penalty: 2658.877197
	Iteration 15Q: 3 clusters Score -289249.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -289262.812500 Penalty: 2658.877197
	Iteration 16Q: 3 clusters Score -289262.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -289280.687500 Penalty: 2658.877197
	Iteration 17Q: 3 clusters Score -289280.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -289303.218750 Penalty: 2658.877197
	Iteration 18Q: 3 clusters Score -289303.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -289319.812500 Penalty: 2658.877197
	Iteration 19Q: 3 clusters Score -289319.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -289333.281250 Penalty: 2658.877197
	Iteration 20F: 3 clusters Score -289333.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -289341.281250 Penalty: 2658.877197
	Iteration 21Q: 3 clusters Score -289341.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -289351.781250 Penalty: 2658.877197
	Iteration 22Q: 3 clusters Score -289351.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -289360.125000 Penalty: 2658.877197
	Iteration 23Q: 3 clusters Score -289360.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -289365.375000 Penalty: 2658.877197
	Iteration 24Q: 3 clusters Score -289365.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -289368.218750 Penalty: 2658.877197
	Iteration 25Q: 3 clusters Score -289368.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -289373.593750 Penalty: 2658.877197
	Iteration 26Q: 3 clusters Score -289373.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -289379.843750 Penalty: 2658.877197
	Iteration 27Q: 3 clusters Score -289379.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -289387.187500 Penalty: 2658.877197
	Iteration 28Q: 3 clusters Score -289387.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -289391.093750 Penalty: 2658.877197
	Iteration 29Q: 3 clusters Score -289391.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -289394.937500 Penalty: 2658.877197
	Iteration 30Q: 3 clusters Score -289394.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -289400.312500 Penalty: 2658.877197
	Iteration 31Q: 3 clusters Score -289400.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -289407.375000 Penalty: 2658.877197
	Iteration 32Q: 3 clusters Score -289407.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -289415.812500 Penalty: 2658.877197
	Iteration 33Q: 3 clusters Score -289415.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -289419.125000 Penalty: 2658.877197
	Iteration 34Q: 3 clusters Score -289419.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -289420.906250 Penalty: 2658.877197
	Iteration 35Q: 3 clusters Score -289420.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -289421.406250 Penalty: 2658.877197
	Iteration 36Q: 3 clusters Score -289421.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -289423.500000 Penalty: 2658.877197
	Iteration 37Q: 3 clusters Score -289423.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -289427.656250 Penalty: 2658.877197
	Iteration 38Q: 3 clusters Score -289427.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -289433.562500 Penalty: 2658.877197
	Iteration 39Q: 3 clusters Score -289433.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -289438.750000 Penalty: 2658.877197
	Iteration 40F: 3 clusters Score -289438.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -289441.843750 Penalty: 2658.877197
	Iteration 41Q: 3 clusters Score -289441.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -289448.218750 Penalty: 2658.877197
	Iteration 42Q: 3 clusters Score -289448.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -289450.187500 Penalty: 2658.877197
	Iteration 43Q: 3 clusters Score -289450.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -289451.937500 Penalty: 2658.877197
	Iteration 44Q: 3 clusters Score -289451.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -289456.031250 Penalty: 2658.877197
	Iteration 45Q: 3 clusters Score -289456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -289460.843750 Penalty: 2658.877197
	Iteration 46Q: 3 clusters Score -289460.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -289467.593750 Penalty: 2658.877197
	Iteration 47Q: 3 clusters Score -289467.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -289471.375000 Penalty: 2658.877197
	Iteration 48Q: 3 clusters Score -289471.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -289475.312500 Penalty: 2658.877197
	Iteration 49Q: 3 clusters Score -289475.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -289478.093750 Penalty: 2658.877197
	Iteration 50Q: 3 clusters Score -289478.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -289481.281250 Penalty: 2658.877197
	Iteration 51Q: 3 clusters Score -289481.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -289484.250000 Penalty: 2658.877197
	Iteration 52Q: 3 clusters Score -289484.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -289487.687500 Penalty: 2658.877197
	Iteration 53Q: 3 clusters Score -289487.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -289489.375000 Penalty: 2658.877197
	Iteration 54Q: 3 clusters Score -289489.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -289490.812500 Penalty: 2658.877197
	Iteration 55Q: 3 clusters Score -289490.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -289491.281250 Penalty: 2658.877197
	Iteration 56Q: 3 clusters Score -289491.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -289493.031250 Penalty: 2658.877197
	Iteration 57Q: 3 clusters Score -289493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -289494.812500 Penalty: 2658.877197
	Iteration 58Q: 3 clusters Score -289494.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -289495.656250 Penalty: 2658.877197
	Iteration 59Q: 3 clusters Score -289495.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -289496.343750 Penalty: 2658.877197
	Iteration 60F: 3 clusters Score -289496.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -289496.781250 Penalty: 2658.877197
	Iteration 61Q: 3 clusters Score -289496.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -289497.875000 Penalty: 2658.877197
	Iteration 62Q: 3 clusters Score -289497.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -289498.625000 Penalty: 2658.877197
	Iteration 63Q: 3 clusters Score -289498.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -289498.875000 Penalty: 2658.877197
	Iteration 64Q: 3 clusters Score -289498.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -289499.093750 Penalty: 2658.877197
	Iteration 65Q: 3 clusters Score -289499.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -289499.656250 Penalty: 2658.877197
	Iteration 66Q: 3 clusters Score -289499.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -289499.031250 Penalty: 2658.877197
	Iteration 67Q: 3 clusters Score -289499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -289499.031250 Penalty: 2658.877197
	Iteration 68F: 3 clusters Score -289499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Entering Unmasked Estep 
Score: -250803.078125 Penalty: 1295.693726
	Iteration 0F: 2 clusters Score -250803.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -248176.531250 Penalty: 2591.387451
	Iteration 0F: 3 clusters Score -248176.5 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -248838.062500 Penalty: 2591.387451
	Iteration 1F: 3 clusters Score -248838.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -248983.265625 Penalty: 2591.387451
	Iteration 2F: 3 clusters Score -248983.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -249065.937500 Penalty: 2591.387451
	Iteration 3Q: 3 clusters Score -249065.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -249140.578125 Penalty: 2591.387451
	Iteration 4Q: 3 clusters Score -249140.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -249202.015625 Penalty: 2591.387451
	Iteration 5Q: 3 clusters Score -249202 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -249255.828125 Penalty: 2591.387451
	Iteration 6Q: 3 clusters Score -249255.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -249309.031250 Penalty: 2591.387451
	Iteration 7Q: 3 clusters Score -249309 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -249384.109375 Penalty: 2591.387451
	Iteration 8Q: 3 clusters Score -249384.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -249466.656250 Penalty: 2591.387451
	Iteration 9Q: 3 clusters Score -249466.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -249568.937500 Penalty: 2591.387451
	Iteration 10Q: 3 clusters Score -249568.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -249713.093750 Penalty: 2591.387451
	Iteration 11Q: 3 clusters Score -249713.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -249878.437500 Penalty: 2591.387451
	Iteration 12F: 3 clusters Score -249878.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -250028.468750 Penalty: 2591.387451
	Iteration 13Q: 3 clusters Score -250028.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -250139.453125 Penalty: 2591.387451
	Iteration 14Q: 3 clusters Score -250139.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -250214.953125 Penalty: 2591.387451
	Iteration 15Q: 3 clusters Score -250215 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -250288.546875 Penalty: 2591.387451
	Iteration 16Q: 3 clusters Score -250288.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -250357.125000 Penalty: 2591.387451
	Iteration 17Q: 3 clusters Score -250357.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -250394.343750 Penalty: 2591.387451
	Iteration 18Q: 3 clusters Score -250394.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -250419.265625 Penalty: 2591.387451
	Iteration 19Q: 3 clusters Score -250419.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -250430.640625 Penalty: 2591.387451
	Iteration 20F: 3 clusters Score -250430.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -250444.609375 Penalty: 2591.387451
	Iteration 21Q: 3 clusters Score -250444.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -250454.328125 Penalty: 2591.387451
	Iteration 22Q: 3 clusters Score -250454.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -250464.796875 Penalty: 2591.387451
	Iteration 23Q: 3 clusters Score -250464.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -250467.109375 Penalty: 2591.387451
	Iteration 24Q: 3 clusters Score -250467.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -250468.250000 Penalty: 2591.387451
	Iteration 25Q: 3 clusters Score -250468.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -250469.312500 Penalty: 2591.387451
	Iteration 26Q: 3 clusters Score -250469.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -250470.906250 Penalty: 2591.387451
	Iteration 27Q: 3 clusters Score -250470.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -250471.375000 Penalty: 2591.387451
	Iteration 28Q: 3 clusters Score -250471.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -250471.375000 Penalty: 2591.387451
	Iteration 29F: 3 clusters Score -250471.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -132250.828125 Penalty: 1224.832397
	Iteration 0F: 2 clusters Score -132250.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -130340.929688 Penalty: 2449.664795
	Iteration 0F: 3 clusters Score -130340.9 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -131095.906250 Penalty: 2449.664795
	Iteration 1F: 3 clusters Score -131095.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -131388.218750 Penalty: 2449.664795
	Iteration 2F: 3 clusters Score -131388.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -131523.625000 Penalty: 2449.664795
	Iteration 3F: 3 clusters Score -131523.6 nChanged 80
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: -131599.562500 Penalty: 2449.664795
	Iteration 4Q: 3 clusters Score -131599.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -131643.750000 Penalty: 2449.664795
	Iteration 5Q: 3 clusters Score -131643.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -131682.265625 Penalty: 2449.664795
	Iteration 6Q: 3 clusters Score -131682.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -131706.968750 Penalty: 2449.664795
	Iteration 7Q: 3 clusters Score -131707 nChanged 20
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: -131724.062500 Penalty: 2449.664795
	Iteration 8Q: 3 clusters Score -131724.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -131738.015625 Penalty: 2449.664795
	Iteration 9Q: 3 clusters Score -131738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -131748.468750 Penalty: 2449.664795
	Iteration 10Q: 3 clusters Score -131748.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -131751.390625 Penalty: 2449.664795
	Iteration 11Q: 3 clusters Score -131751.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -131753.593750 Penalty: 2449.664795
	Iteration 12Q: 3 clusters Score -131753.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -131755.875000 Penalty: 2449.664795
	Iteration 13Q: 3 clusters Score -131755.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -131758.125000 Penalty: 2449.664795
	Iteration 14Q: 3 clusters Score -131758.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -131759.687500 Penalty: 2449.664795
	Iteration 15Q: 3 clusters Score -131759.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -131760.078125 Penalty: 2449.664795
	Iteration 16Q: 3 clusters Score -131760.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -131761.109375 Penalty: 2449.664795
	Iteration 17Q: 3 clusters Score -131761.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -131761.781250 Penalty: 2449.664795
	Iteration 18Q: 3 clusters Score -131761.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -131763.156250 Penalty: 2449.664795
	Iteration 19Q: 3 clusters Score -131763.2 nChanged 3
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: -131764.281250 Penalty: 2449.664795
	Iteration 20F: 3 clusters Score -131764.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -131764.281250 Penalty: 2449.664795
	Iteration 21Q: 3 clusters Score -131764.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -131765.250000 Penalty: 2449.664795
	Iteration 22Q: 3 clusters Score -131765.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -131766.765625 Penalty: 2449.664795
	Iteration 23Q: 3 clusters Score -131766.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -131767.328125 Penalty: 2449.664795
	Iteration 24Q: 3 clusters Score -131767.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -131767.328125 Penalty: 2449.664795
	Iteration 25F: 3 clusters Score -131767.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Entering Unmasked Estep 
Score: -258891.406250 Penalty: 1302.758789
	Iteration 0F: 2 clusters Score -258891.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -256187.703125 Penalty: 2605.517578
	Iteration 0F: 3 clusters Score -256187.7 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -256887.078125 Penalty: 2605.517578
	Iteration 1F: 3 clusters Score -256887.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -257136.156250 Penalty: 2605.517578
	Iteration 2F: 3 clusters Score -257136.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -257390.156250 Penalty: 2605.517578
	Iteration 3F: 3 clusters Score -257390.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -257658.796875 Penalty: 2605.517578
	Iteration 4F: 3 clusters Score -257658.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -257912.875000 Penalty: 2605.517578
	Iteration 5F: 3 clusters Score -257912.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -258113.875000 Penalty: 2605.517578
	Iteration 6F: 3 clusters Score -258113.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -258237.000000 Penalty: 2605.517578
	Iteration 7Q: 3 clusters Score -258237 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -258293.218750 Penalty: 2605.517578
	Iteration 8Q: 3 clusters Score -258293.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -258325.906250 Penalty: 2605.517578
	Iteration 9Q: 3 clusters Score -258325.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -258344.687500 Penalty: 2605.517578
	Iteration 10Q: 3 clusters Score -258344.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -258363.937500 Penalty: 2605.517578
	Iteration 11Q: 3 clusters Score -258363.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -258386.281250 Penalty: 2605.517578
	Iteration 12Q: 3 clusters Score -258386.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -258402.312500 Penalty: 2605.517578
	Iteration 13Q: 3 clusters Score -258402.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -258416.843750 Penalty: 2605.517578
	Iteration 14Q: 3 clusters Score -258416.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -258433.000000 Penalty: 2605.517578
	Iteration 15Q: 3 clusters Score -258433 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -258449.750000 Penalty: 2605.517578
	Iteration 16Q: 3 clusters Score -258449.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -258463.687500 Penalty: 2605.517578
	Iteration 17Q: 3 clusters Score -258463.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -258488.000000 Penalty: 2605.517578
	Iteration 18Q: 3 clusters Score -258488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -258507.765625 Penalty: 2605.517578
	Iteration 19Q: 3 clusters Score -258507.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -258525.875000 Penalty: 2605.517578
	Iteration 20F: 3 clusters Score -258525.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -258545.734375 Penalty: 2605.517578
	Iteration 21Q: 3 clusters Score -258545.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -258573.359375 Penalty: 2605.517578
	Iteration 22Q: 3 clusters Score -258573.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -258599.046875 Penalty: 2605.517578
	Iteration 23Q: 3 clusters Score -258599 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -258625.109375 Penalty: 2605.517578
	Iteration 24Q: 3 clusters Score -258625.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -258674.171875 Penalty: 2605.517578
	Iteration 25Q: 3 clusters Score -258674.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -258716.968750 Penalty: 2605.517578
	Iteration 26Q: 3 clusters Score -258717 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -258747.109375 Penalty: 2605.517578
	Iteration 27Q: 3 clusters Score -258747.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -258773.531250 Penalty: 2605.517578
	Iteration 28Q: 3 clusters Score -258773.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -258786.468750 Penalty: 2605.517578
	Iteration 29Q: 3 clusters Score -258786.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -258798.468750 Penalty: 2605.517578
	Iteration 30Q: 3 clusters Score -258798.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -258809.703125 Penalty: 2605.517578
	Iteration 31Q: 3 clusters Score -258809.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -258822.906250 Penalty: 2605.517578
	Iteration 32Q: 3 clusters Score -258822.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -258843.859375 Penalty: 2605.517578
	Iteration 33Q: 3 clusters Score -258843.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -258872.203125 Penalty: 2605.517578
	Iteration 34Q: 3 clusters Score -258872.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -258898.437500 Penalty: 2605.517578
	Iteration 35Q: 3 clusters Score -258898.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -258942.640625 Penalty: 2605.517578
	Iteration 36Q: 3 clusters Score -258942.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -259034.640625 Penalty: 2605.517578
	Iteration 37Q: 3 clusters Score -259034.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -259186.109375 Penalty: 2605.517578
	Iteration 38Q: 3 clusters Score -259186.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -259445.281250 Penalty: 2605.517578
	Iteration 39Q: 3 clusters Score -259445.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -259658.125000 Penalty: 2605.517578
	Iteration 40F: 3 clusters Score -259658.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -259669.046875 Penalty: 2605.517578
	Iteration 41Q: 3 clusters Score -259669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -259672.031250 Penalty: 2605.517578
	Iteration 42Q: 3 clusters Score -259672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -259672.921875 Penalty: 2605.517578
	Iteration 43Q: 3 clusters Score -259672.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -259673.234375 Penalty: 2605.517578
	Iteration 44Q: 3 clusters Score -259673.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -259674.203125 Penalty: 2605.517578
	Iteration 45Q: 3 clusters Score -259674.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -259674.203125 Penalty: 2605.517578
	Iteration 46F: 3 clusters Score -259674.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63861 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123820 members 
Mstep: Class 10 contains 10105 members 
Mstep: Class 11 contains 10039 members 
Mstep: Class 12 contains 60408 members 
Mstep: Class 13 contains 27866 members 
Mstep: Class 14 contains 40517 members 
Mstep: Class 15 contains 60765 members 
Mstep: Class 16 contains 68441 members 
Mstep: Class 17 contains 41276 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 70137 members 
Mstep: Class 20 contains 19588 members 
Mstep: Class 21 contains 14371 members 
Mstep: Class 22 contains 3067 members 
Mstep: Class 23 contains 27571 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7233 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13518 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10927 members 
Mstep: Class 30 contains 70543 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1494 members 
Mstep: Class 33 contains 957 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86336 members 
Mstep: Class 37 contains 3573 members 
Mstep: Class 38 contains 2903 members 
Mstep: Class 39 contains 1877 members 
Mstep: Class 40 contains 1494 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7036 members 
Mstep: Class 46 contains 2142 members 
Mstep: Class 47 contains 1538 members 
Entering Unmasked Estep 
Score: -84468152.000000 Penalty: 105190.875000
Splitting cluster 40 changes total score from -84468248.000000 to -84468152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (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: -86504.945312 Penalty: 1125.089722
	Iteration 0F: 2 clusters Score -86504.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -85071.804688 Penalty: 2250.179443
	Iteration 0F: 3 clusters Score -85071.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -85355.335938 Penalty: 2250.179443
	Iteration 1F: 3 clusters Score -85355.34 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -85481.562500 Penalty: 2250.179443
	Iteration 2F: 3 clusters Score -85481.56 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -85594.187500 Penalty: 2250.179443
	Iteration 3F: 3 clusters Score -85594.19 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -85668.921875 Penalty: 2250.179443
	Iteration 4Q: 3 clusters Score -85668.92 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -85703.929688 Penalty: 2250.179443
	Iteration 5Q: 3 clusters Score -85703.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -85721.015625 Penalty: 2250.179443
	Iteration 6Q: 3 clusters Score -85721.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -85736.734375 Penalty: 2250.179443
	Iteration 7Q: 3 clusters Score -85736.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -85746.046875 Penalty: 2250.179443
	Iteration 8Q: 3 clusters Score -85746.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -85752.281250 Penalty: 2250.179443
	Iteration 9Q: 3 clusters Score -85752.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -85756.226562 Penalty: 2250.179443
	Iteration 10Q: 3 clusters Score -85756.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -85757.562500 Penalty: 2250.179443
	Iteration 11Q: 3 clusters Score -85757.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -85761.007812 Penalty: 2250.179443
	Iteration 12Q: 3 clusters Score -85761.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -85763.781250 Penalty: 2250.179443
	Iteration 13Q: 3 clusters Score -85763.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -85765.812500 Penalty: 2250.179443
	Iteration 14Q: 3 clusters Score -85765.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -85766.304688 Penalty: 2250.179443
	Iteration 15Q: 3 clusters Score -85766.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -85768.945312 Penalty: 2250.179443
	Iteration 16Q: 3 clusters Score -85768.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -85772.007812 Penalty: 2250.179443
	Iteration 17Q: 3 clusters Score -85772.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -85775.273438 Penalty: 2250.179443
	Iteration 18Q: 3 clusters Score -85775.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -85778.304688 Penalty: 2250.179443
	Iteration 19Q: 3 clusters Score -85778.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85780.585938 Penalty: 2250.179443
	Iteration 20F: 3 clusters Score -85780.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -85781.054688 Penalty: 2250.179443
	Iteration 21Q: 3 clusters Score -85781.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -85781.054688 Penalty: 2250.179443
	Iteration 22F: 3 clusters Score -85781.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Entering Unmasked Estep 
Score: -235016.078125 Penalty: 1285.172607
	Iteration 0F: 2 clusters Score -235016.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -232455.171875 Penalty: 2570.345215
	Iteration 0F: 3 clusters Score -232455.2 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -233106.578125 Penalty: 2570.345215
	Iteration 1F: 3 clusters Score -233106.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -233340.968750 Penalty: 2570.345215
	Iteration 2F: 3 clusters Score -233341 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -233488.500000 Penalty: 2570.345215
	Iteration 3F: 3 clusters Score -233488.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -233606.593750 Penalty: 2570.345215
	Iteration 4Q: 3 clusters Score -233606.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -233714.062500 Penalty: 2570.345215
	Iteration 5Q: 3 clusters Score -233714.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -233791.765625 Penalty: 2570.345215
	Iteration 6Q: 3 clusters Score -233791.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -233870.625000 Penalty: 2570.345215
	Iteration 7Q: 3 clusters Score -233870.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -233938.265625 Penalty: 2570.345215
	Iteration 8Q: 3 clusters Score -233938.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -234012.515625 Penalty: 2570.345215
	Iteration 9Q: 3 clusters Score -234012.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -234119.062500 Penalty: 2570.345215
	Iteration 10Q: 3 clusters Score -234119.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -234228.187500 Penalty: 2570.345215
	Iteration 11Q: 3 clusters Score -234228.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -234373.671875 Penalty: 2570.345215
	Iteration 12Q: 3 clusters Score -234373.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -234568.859375 Penalty: 2570.345215
	Iteration 13F: 3 clusters Score -234568.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -234799.781250 Penalty: 2570.345215
	Iteration 14F: 3 clusters Score -234799.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -234987.796875 Penalty: 2570.345215
	Iteration 15Q: 3 clusters Score -234987.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -235108.953125 Penalty: 2570.345215
	Iteration 16Q: 3 clusters Score -235109 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -235225.250000 Penalty: 2570.345215
	Iteration 17Q: 3 clusters Score -235225.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -235288.062500 Penalty: 2570.345215
	Iteration 18Q: 3 clusters Score -235288.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -235324.140625 Penalty: 2570.345215
	Iteration 19Q: 3 clusters Score -235324.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -235358.265625 Penalty: 2570.345215
	Iteration 20F: 3 clusters Score -235358.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -235385.750000 Penalty: 2570.345215
	Iteration 21Q: 3 clusters Score -235385.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -235404.546875 Penalty: 2570.345215
	Iteration 22Q: 3 clusters Score -235404.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -235419.343750 Penalty: 2570.345215
	Iteration 23Q: 3 clusters Score -235419.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -235428.375000 Penalty: 2570.345215
	Iteration 24Q: 3 clusters Score -235428.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -235434.328125 Penalty: 2570.345215
	Iteration 25Q: 3 clusters Score -235434.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -235438.265625 Penalty: 2570.345215
	Iteration 26Q: 3 clusters Score -235438.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -235442.218750 Penalty: 2570.345215
	Iteration 27Q: 3 clusters Score -235442.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -235443.593750 Penalty: 2570.345215
	Iteration 28Q: 3 clusters Score -235443.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -235444.343750 Penalty: 2570.345215
	Iteration 29Q: 3 clusters Score -235444.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -235444.281250 Penalty: 2570.345215
	Iteration 30Q: 3 clusters Score -235444.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -235444.281250 Penalty: 2570.345215
	Iteration 31F: 3 clusters Score -235444.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63861 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123820 members 
Mstep: Class 10 contains 10105 members 
Mstep: Class 11 contains 10039 members 
Mstep: Class 12 contains 60408 members 
Mstep: Class 13 contains 27866 members 
Mstep: Class 14 contains 40517 members 
Mstep: Class 15 contains 60765 members 
Mstep: Class 16 contains 68441 members 
Mstep: Class 17 contains 41276 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 70137 members 
Mstep: Class 20 contains 19588 members 
Mstep: Class 21 contains 14371 members 
Mstep: Class 22 contains 3067 members 
Mstep: Class 23 contains 27571 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7233 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13518 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10927 members 
Mstep: Class 30 contains 70543 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1494 members 
Mstep: Class 33 contains 957 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86336 members 
Mstep: Class 37 contains 3573 members 
Mstep: Class 38 contains 2903 members 
Mstep: Class 39 contains 1877 members 
Mstep: Class 40 contains 3032 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 787 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 4214 members 
Mstep: Class 45 contains 7036 members 
Mstep: Class 46 contains 2142 members 
Mstep: Class 47 contains 1934 members 
Entering Unmasked Estep 
Score: -84467768.000000 Penalty: 105190.875000
Splitting cluster 42 changes total score from -84468248.000000 to -84467768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (1452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Entering Unmasked Estep 
Score: -127910.921875 Penalty: 1183.113281
	Iteration 0F: 2 clusters Score -127910.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -126169.265625 Penalty: 2366.226562
	Iteration 0F: 3 clusters Score -126169.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -126514.468750 Penalty: 2366.226562
	Iteration 1F: 3 clusters Score -126514.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -126589.640625 Penalty: 2366.226562
	Iteration 2F: 3 clusters Score -126589.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -126638.656250 Penalty: 2366.226562
	Iteration 3F: 3 clusters Score -126638.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -126668.679688 Penalty: 2366.226562
	Iteration 4Q: 3 clusters Score -126668.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -126681.859375 Penalty: 2366.226562
	Iteration 5Q: 3 clusters Score -126681.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -126688.078125 Penalty: 2366.226562
	Iteration 6Q: 3 clusters Score -126688.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -126694.109375 Penalty: 2366.226562
	Iteration 7Q: 3 clusters Score -126694.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -126702.929688 Penalty: 2366.226562
	Iteration 8Q: 3 clusters Score -126702.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -126709.562500 Penalty: 2366.226562
	Iteration 9Q: 3 clusters Score -126709.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -126714.820312 Penalty: 2366.226562
	Iteration 10Q: 3 clusters Score -126714.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -126721.421875 Penalty: 2366.226562
	Iteration 11Q: 3 clusters Score -126721.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -126724.828125 Penalty: 2366.226562
	Iteration 12Q: 3 clusters Score -126724.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -126728.273438 Penalty: 2366.226562
	Iteration 13Q: 3 clusters Score -126728.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -126730.257812 Penalty: 2366.226562
	Iteration 14Q: 3 clusters Score -126730.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -126732.000000 Penalty: 2366.226562
	Iteration 15Q: 3 clusters Score -126732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -126735.023438 Penalty: 2366.226562
	Iteration 16Q: 3 clusters Score -126735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -126738.976562 Penalty: 2366.226562
	Iteration 17Q: 3 clusters Score -126739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -126741.929688 Penalty: 2366.226562
	Iteration 18Q: 3 clusters Score -126741.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -126745.937500 Penalty: 2366.226562
	Iteration 19Q: 3 clusters Score -126745.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -126750.562500 Penalty: 2366.226562
	Iteration 20F: 3 clusters Score -126750.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -126753.171875 Penalty: 2366.226562
	Iteration 21Q: 3 clusters Score -126753.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -126756.195312 Penalty: 2366.226562
	Iteration 22Q: 3 clusters Score -126756.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -126760.359375 Penalty: 2366.226562
	Iteration 23Q: 3 clusters Score -126760.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -126768.562500 Penalty: 2366.226562
	Iteration 24Q: 3 clusters Score -126768.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -126780.304688 Penalty: 2366.226562
	Iteration 25Q: 3 clusters Score -126780.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -126785.328125 Penalty: 2366.226562
	Iteration 26Q: 3 clusters Score -126785.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -126791.015625 Penalty: 2366.226562
	Iteration 27Q: 3 clusters Score -126791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -126797.507812 Penalty: 2366.226562
	Iteration 28Q: 3 clusters Score -126797.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -126804.656250 Penalty: 2366.226562
	Iteration 29Q: 3 clusters Score -126804.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -126811.375000 Penalty: 2366.226562
	Iteration 30Q: 3 clusters Score -126811.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -126818.851562 Penalty: 2366.226562
	Iteration 31Q: 3 clusters Score -126818.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -126821.015625 Penalty: 2366.226562
	Iteration 32Q: 3 clusters Score -126821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -126828.164062 Penalty: 2366.226562
	Iteration 33Q: 3 clusters Score -126828.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -126834.734375 Penalty: 2366.226562
	Iteration 34Q: 3 clusters Score -126834.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -126837.984375 Penalty: 2366.226562
	Iteration 35Q: 3 clusters Score -126838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -126840.945312 Penalty: 2366.226562
	Iteration 36Q: 3 clusters Score -126840.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -126842.953125 Penalty: 2366.226562
	Iteration 37Q: 3 clusters Score -126843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -126843.085938 Penalty: 2366.226562
	Iteration 38Q: 3 clusters Score -126843.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -126843.085938 Penalty: 2366.226562
	Iteration 39F: 3 clusters Score -126843.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Entering Unmasked Estep 
Score: -380659.000000 Penalty: 1356.252197
	Iteration 0F: 2 clusters Score -380659 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 2129 members 
Entering Unmasked Estep 
Score: -377219.468750 Penalty: 2712.504395
	Iteration 0F: 3 clusters Score -377219.5 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -378218.718750 Penalty: 2712.504395
	Iteration 1F: 3 clusters Score -378218.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -378405.593750 Penalty: 2712.504395
	Iteration 2F: 3 clusters Score -378405.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -378540.031250 Penalty: 2712.504395
	Iteration 3F: 3 clusters Score -378540 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -378663.750000 Penalty: 2712.504395
	Iteration 4Q: 3 clusters Score -378663.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -378823.500000 Penalty: 2712.504395
	Iteration 5Q: 3 clusters Score -378823.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -379020.343750 Penalty: 2712.504395
	Iteration 6Q: 3 clusters Score -379020.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -379189.156250 Penalty: 2712.504395
	Iteration 7Q: 3 clusters Score -379189.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -379320.750000 Penalty: 2712.504395
	Iteration 8Q: 3 clusters Score -379320.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -379418.781250 Penalty: 2712.504395
	Iteration 9Q: 3 clusters Score -379418.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -379493.437500 Penalty: 2712.504395
	Iteration 10Q: 3 clusters Score -379493.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -379558.500000 Penalty: 2712.504395
	Iteration 11Q: 3 clusters Score -379558.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -379649.843750 Penalty: 2712.504395
	Iteration 12Q: 3 clusters Score -379649.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -379737.875000 Penalty: 2712.504395
	Iteration 13Q: 3 clusters Score -379737.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -379815.937500 Penalty: 2712.504395
	Iteration 14Q: 3 clusters Score -379815.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -379890.125000 Penalty: 2712.504395
	Iteration 15Q: 3 clusters Score -379890.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -379960.750000 Penalty: 2712.504395
	Iteration 16Q: 3 clusters Score -379960.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -380048.187500 Penalty: 2712.504395
	Iteration 17Q: 3 clusters Score -380048.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -380146.500000 Penalty: 2712.504395
	Iteration 18Q: 3 clusters Score -380146.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -380244.531250 Penalty: 2712.504395
	Iteration 19Q: 3 clusters Score -380244.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -380326.031250 Penalty: 2712.504395
	Iteration 20F: 3 clusters Score -380326 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -380386.406250 Penalty: 2712.504395
	Iteration 21Q: 3 clusters Score -380386.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -380456.218750 Penalty: 2712.504395
	Iteration 22Q: 3 clusters Score -380456.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -380537.437500 Penalty: 2712.504395
	Iteration 23Q: 3 clusters Score -380537.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -380617.312500 Penalty: 2712.504395
	Iteration 24Q: 3 clusters Score -380617.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -380742.593750 Penalty: 2712.504395
	Iteration 25Q: 3 clusters Score -380742.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -380972.906250 Penalty: 2712.504395
	Iteration 26Q: 3 clusters Score -380972.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -381024.781250 Penalty: 2712.504395
	Iteration 27Q: 3 clusters Score -381024.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -381035.843750 Penalty: 2712.504395
	Iteration 28Q: 3 clusters Score -381035.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -381037.375000 Penalty: 2712.504395
	Iteration 29Q: 3 clusters Score -381037.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -381037.062500 Penalty: 2712.504395
	Iteration 30Q: 3 clusters Score -381037.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -381037.250000 Penalty: 2712.504395
	Iteration 31Q: 3 clusters Score -381037.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -381037.250000 Penalty: 2712.504395
	Iteration 32F: 3 clusters Score -381037.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 63861 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 123820 members 
Mstep: Class 10 contains 10105 members 
Mstep: Class 11 contains 10039 members 
Mstep: Class 12 contains 60408 members 
Mstep: Class 13 contains 27866 members 
Mstep: Class 14 contains 40517 members 
Mstep: Class 15 contains 60765 members 
Mstep: Class 16 contains 68441 members 
Mstep: Class 17 contains 41276 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 70137 members 
Mstep: Class 20 contains 19588 members 
Mstep: Class 21 contains 14371 members 
Mstep: Class 22 contains 3067 members 
Mstep: Class 23 contains 27571 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 7233 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 13518 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 10927 members 
Mstep: Class 30 contains 70543 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 1494 members 
Mstep: Class 33 contains 957 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 86336 members 
Mstep: Class 37 contains 3573 members 
Mstep: Class 38 contains 2903 members 
Mstep: Class 39 contains 1877 members 
Mstep: Class 40 contains 3032 members 
Mstep: Class 41 contains 1016 members 
Mstep: Class 42 contains 2721 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 506 members 
Mstep: Class 45 contains 7036 members 
Mstep: Class 46 contains 2142 members 
Mstep: Class 47 contains 3708 members 
Entering Unmasked Estep 
Score: -84467720.000000 Penalty: 105190.875000
Splitting cluster 44 changes total score from -84468248.000000 to -84467720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (7036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Entering Unmasked Estep 
Score: -626934.250000 Penalty: 1439.554199
	Iteration 0F: 2 clusters Score -626934.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -621688.562500 Penalty: 2879.108398
	Iteration 0F: 3 clusters Score -621688.6 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -623280.000000 Penalty: 2879.108398
	Iteration 1F: 3 clusters Score -623280 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -623466.375000 Penalty: 2879.108398
	Iteration 2F: 3 clusters Score -623466.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -623597.062500 Penalty: 2879.108398
	Iteration 3Q: 3 clusters Score -623597.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -623715.062500 Penalty: 2879.108398
	Iteration 4Q: 3 clusters Score -623715.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -623852.687500 Penalty: 2879.108398
	Iteration 5Q: 3 clusters Score -623852.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -624009.875000 Penalty: 2879.108398
	Iteration 6Q: 3 clusters Score -624009.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -624187.250000 Penalty: 2879.108398
	Iteration 7Q: 3 clusters Score -624187.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -624420.812500 Penalty: 2879.108398
	Iteration 8Q: 3 clusters Score -624420.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -624679.062500 Penalty: 2879.108398
	Iteration 9Q: 3 clusters Score -624679.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -624944.000000 Penalty: 2879.108398
	Iteration 10Q: 3 clusters Score -624944 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -625210.812500 Penalty: 2879.108398
	Iteration 11Q: 3 clusters Score -625210.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -625394.000000 Penalty: 2879.108398
	Iteration 12Q: 3 clusters Score -625394 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -625501.187500 Penalty: 2879.108398
	Iteration 13Q: 3 clusters Score -625501.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -625576.687500 Penalty: 2879.108398
	Iteration 14Q: 3 clusters Score -625576.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -625619.062500 Penalty: 2879.108398
	Iteration 15Q: 3 clusters Score -625619.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -625648.500000 Penalty: 2879.108398
	Iteration 16Q: 3 clusters Score -625648.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -625681.562500 Penalty: 2879.108398
	Iteration 17Q: 3 clusters Score -625681.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -625710.937500 Penalty: 2879.108398
	Iteration 18Q: 3 clusters Score -625710.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -625731.000000 Penalty: 2879.108398
	Iteration 19Q: 3 clusters Score -625731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -625739.875000 Penalty: 2879.108398
	Iteration 20F: 3 clusters Score -625739.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -625745.500000 Penalty: 2879.108398
	Iteration 21Q: 3 clusters Score -625745.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -625749.937500 Penalty: 2879.108398
	Iteration 22Q: 3 clusters Score -625749.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -625753.687500 Penalty: 2879.108398
	Iteration 23Q: 3 clusters Score -625753.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -625755.125000 Penalty: 2879.108398
	Iteration 24Q: 3 clusters Score -625755.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -625755.375000 Penalty: 2879.108398
	Iteration 25Q: 3 clusters Score -625755.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -625757.812500 Penalty: 2879.108398
	Iteration 26Q: 3 clusters Score -625757.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -625758.500000 Penalty: 2879.108398
	Iteration 27Q: 3 clusters Score -625758.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -625761.250000 Penalty: 2879.108398
	Iteration 28Q: 3 clusters Score -625761.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -625763.937500 Penalty: 2879.108398
	Iteration 29Q: 3 clusters Score -625763.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -625765.437500 Penalty: 2879.108398
	Iteration 30Q: 3 clusters Score -625765.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -625765.375000 Penalty: 2879.108398
	Iteration 31Q: 3 clusters Score -625765.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -625768.062500 Penalty: 2879.108398
	Iteration 32Q: 3 clusters Score -625768.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -625768.062500 Penalty: 2879.108398
	Iteration 33F: 3 clusters Score -625768.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Entering Unmasked Estep 
Score: -188889.765625 Penalty: 1246.292969
	Iteration 0F: 2 clusters Score -188889.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -186688.671875 Penalty: 2492.585938
	Iteration 0F: 3 clusters Score -186688.7 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -187171.437500 Penalty: 2492.585938
	Iteration 1F: 3 clusters Score -187171.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -187304.921875 Penalty: 2492.585938
	Iteration 2F: 3 clusters Score -187304.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -187423.671875 Penalty: 2492.585938
	Iteration 3F: 3 clusters Score -187423.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -187524.906250 Penalty: 2492.585938
	Iteration 4Q: 3 clusters Score -187524.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -187633.531250 Penalty: 2492.585938
	Iteration 5Q: 3 clusters Score -187633.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -187756.171875 Penalty: 2492.585938
	Iteration 6Q: 3 clusters Score -187756.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -187852.000000 Penalty: 2492.585938
	Iteration 7Q: 3 clusters Score -187852 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -187928.859375 Penalty: 2492.585938
	Iteration 8Q: 3 clusters Score -187928.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -187981.906250 Penalty: 2492.585938
	Iteration 9Q: 3 clusters Score -187981.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -188027.500000 Penalty: 2492.585938
	Iteration 10Q: 3 clusters Score -188027.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -188067.500000 Penalty: 2492.585938
	Iteration 11Q: 3 clusters Score -188067.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -188106.968750 Penalty: 2492.585938
	Iteration 12Q: 3 clusters Score -188107 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -188144.906250 Penalty: 2492.585938
	Iteration 13Q: 3 clusters Score -188144.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -188177.703125 Penalty: 2492.585938
	Iteration 14Q: 3 clusters Score -188177.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -188199.281250 Penalty: 2492.585938
	Iteration 15Q: 3 clusters Score -188199.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -188211.359375 Penalty: 2492.585938
	Iteration 16Q: 3 clusters Score -188211.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -188221.812500 Penalty: 2492.585938
	Iteration 17Q: 3 clusters Score -188221.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -188226.718750 Penalty: 2492.585938
	Iteration 18Q: 3 clusters Score -188226.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -188229.906250 Penalty: 2492.585938
	Iteration 19Q: 3 clusters Score -188229.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -188233.921875 Penalty: 2492.585938
	Iteration 20F: 3 clusters Score -188233.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -188237.281250 Penalty: 2492.585938
	Iteration 21Q: 3 clusters Score -188237.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -188239.140625 Penalty: 2492.585938
	Iteration 22Q: 3 clusters Score -188239.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -188240.046875 Penalty: 2492.585938
	Iteration 23Q: 3 clusters Score -188240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -188240.046875 Penalty: 2492.585938
	Iteration 24F: 3 clusters Score -188240 nChanged 0
--- Evaluating fit on full set of 2874988 points ---
Entering Unmasked Estep 
Score: -254806800.000000 Penalty: 111164.906250
25->47 Clusters: Score -254806800.000000, best is -254858752.000000

Main iterations: 0 (time per=infms)
Total iterations: 88218 (time per=241.329894ms)
Iterations metric 2: 2322273140736.000000 (time per=9.167587ns)
Iterations metric 3: 55736298110976.000000 (time per=381.970840ps)

That took 21289.640625 seconds.
